From 264ae8abde3440935ace6ee33310c5bd9494263c Mon Sep 17 00:00:00 2001
From: Anthony Yoskovich <yoskovia@mail.gvsu.edu>
Date: Mon, 18 May 2020 15:22:53 -0400
Subject: [PATCH] Fixing paths

---
 01. Line Plots.ipynb                         |     30 +-
 02. Bar Plots.ipynb                          |     54 +-
 03. Scatter Plots.ipynb                      |     28 +-
 04. Pie Charts.ipynb                         |     51 +-
 05. Improving the Visibility of Charts.ipynb |     62 +-
 06. Introduction to Seaborn.ipynb            |    306 +-
 07. Introduction to Plotly.ipynb             |   1395 +-
 08. Introduction to Plotly Express.ipynb     |   3733 +-
 09. Animated Visualizations.ipynb            |    498 +-
 10. Interactive Visualizations.ipynb         | 558291 +++++++++++++++-
 10 files changed, 560902 insertions(+), 3546 deletions(-)

diff --git a/01. Line Plots.ipynb b/01. Line Plots.ipynb
index 46c13fa..2f0dba5 100644
--- a/01. Line Plots.ipynb	
+++ b/01. Line Plots.ipynb	
@@ -61,7 +61,7 @@
     "# lets read the dataset\n",
     "\n",
     "# using employee dataset\n",
-    "data = pd.read_csv('employee.csv')\n",
+    "data = pd.read_csv('Datasets/employee.csv')\n",
     "\n",
     "# lets take only 200 rows as we are only going to visualize it\n",
     "data = data.loc[:199,:]\n",
@@ -637,7 +637,7 @@
     {
      "data": {
       "text/plain": [
-       "[<matplotlib.lines.Line2D at 0x1f417aa0eb8>]"
+       "[<matplotlib.lines.Line2D at 0x121c1b890>]"
       ]
      },
      "execution_count": 6,
@@ -646,7 +646,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -697,7 +697,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -738,7 +738,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -775,7 +775,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -818,7 +818,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -830,7 +830,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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TatTwBdN++SXsiEQkHinZlwCHHQYvvQRff62CaSISG0r2JUSnTjBhArz6Ktx3X9jRiEi8UbIvQYYP9105110H8+eHHY2IxBMl+xLEDCZN8sMy+/aF778POyIRiRdK9iVM1aq+9v3PP/uCabt3hx2RiMQDJfsSKDkZJk6EuXPh5pvDjkZE4oGSfQk1cKC/WPn48TBjRtjRiEhpp2Rfgj3wALRu7RP/l1+GHY2IlGZK9iVYpGBaUhL07g3bt4cdkYiUVkr2JVyjRr5gWmYmDB0adjQiUlop2ZcCZ58NN90ETz/tr2UrIlJUSvalxO23w2mnwd/+5lv5IiJFoWRfSpQpAy+8ALVq+f77n38OOyIRKU2U7EuRunV9wbRvvoG//lUF00Sk8KKa7M1skpltMLPlucwbaWbOzGpHc5uJpkMHuPtueP11uOeesKMRkdIi2i37yUDXnBPN7EjgdODbKG8vIV1zjb927Q03wP/+F3Y0IlIaRDXZO+fmAZtzmXU/MBpQx0MUmMFTT0GTJr5g2vr1YUckIiVdzPvszewcYJ1z7pMClhtsZhlmlrFx48ZYh1XqRQqm/for9Oungmkikr+YJnszqwTcBNxa0LLOuSecc2nOubQ6derEMqy40bw5PPEEzJsHN94YdjQiUpLFumXfBDgK+MTMVgMNgI/M7PAYbzdh9O8PV16ZddBWRCQ3MU32zrllzrm6zrlGzrlGwFqglXNOl+WIovvvhzZtYNAg+OKLsKMRkZIo2kMvpwELgaZmttbMLo3m+iV3hxwC06dD2bIqmCYiuYv2aJwLnHP1nHPlnHMNnHNP55jfyDn3YzS3KV7DhvD887B0KVx1VdjRiEhJozNo48hZZ/krWz3zjC+aJiISoWQfZ267DU4/3bfuP/447GhEpKRQso8zZcrA1KlQp44KpolIFiX7OFSnji+Y9u23foTO3r1hRyQiYVOyj1Pt28O99/qLld99d9jRiEjYlOzj2NCh0KePP7v2vffCjkZEwqRkH8ciBdOOPdbXz/nuu7AjEpGwKNnHuSpVfMG0337zFTJ37Qo7IhEJg5J9Ajj+eHjySViwwNfAF5HEo2SfIC64wI+9v/deePXVsKMRkeKmZJ9A7r0X2rb116/9/POwoxGR4qRkn0AiBdPKlYNevWDbtrAjEpHiomSfYP70J3+G7fLl8Le/gdOFIkUSgpJ9AjrzTLj1Vnj2WT80U0Tin5J9grrlFjjjDH/i1UcfhR2NiMSakn2CihRMq1vX99//9FPYEYlILCnZJ7Datf0B23XrYOBAFUwTiWdK9gmuXTu47z6YORPGjQs7GhGJFSV74aqrfO2cW26B//437GhEJBaU7AUzX06haVN/pu26dWFHJCLRpmQvAFSu7Aumbdumgmki8UjJXvZp1sxfqPz99+G668KORkSiScle9tO3rx97f//98PLLYUcjItGiZC9/cM89cOKJcMklsGpV2NGISDQo2csflC/vL1h+yCH+hKvffgs7IhE5WEr2kqsjj4QXXoAVK+DKK1UwTaS0U7KXPJ1+OowZA889B088EXY0InIwlOwlXzffDF27wrBhkJERdjQicqCU7CVfSUnw/PNw+OHQuzds2hR2RCJyIKKa7M1skpltMLPl2ab9w8yWmlmmmc0ys/rR3KbEXq1avmDad9/BRRepYJpIaRTtlv1koGuOaXc751Kcc6nATODWKG9TikHbtvCvf8Fbb8Fdd4UdjYgUVVSTvXNuHrA5x7Qt2e4eCmhcRyk1ZAj07++vcjVnTtjRiEhRFEufvZndaWZrgP6oZV9qmcHjj8Pxx/uCaWvXhh2RiBRWsSR759xNzrkjganA1bktY2aDzSzDzDI2btxYHGHJATj0UF8wbccO6NMHdu4MOyIRKYziHo3zAtArtxnOuSecc2nOubQ6deoUc1hSFE2bwqRJsHAhjB4ddjQiUhgxT/Zmdky2u+cA/xfrbUrsnX8+XHONP2j70kthRyMiBSkbzZWZ2TSgC1DbzNYCtwHdzKwpsBf4BhgSzW1KeCZMgMWL4dJLISUFjjsu7IhEJC/mSmDRk7S0NJeh0zVLhbVroWVLOOwwWLTI9+mLSDjMbIlzLi23eTqDVg5KgwYwbRqsXAlXXKGCaSIllZK9HLQ//xnuuAOmToWJE8OORkRyo2QvUXHjjdCtmz9ou3hx2NGISE5K9hIVSUm+FHL9+n6kjgqmiZQsSvYSNTVr+uvWfv89DBiggmkiJYmSvURVWho8+CC8/TaMHRt2NCISoWQvUTd4sC+FPGYMzJoVdjQiAkr2EgNmflTOCSfAhRfCmjVhRyQiSvYSE5Uq+YJpO3f6A7YqmCYSLiV7iZljj/UF0xYtgpEjw45GJLEp2UtM9e4Nw4fDQw/Bv/8ddjQiiUvJXmJu/Hjo2BEuuww+/TTsaEQSk5K9xFy5cvDii75IWq9esHVr2BGJJB4leykWRxzhC6Z99hlcfrkKpokUNyV7KTanngr/+Ifvu3/kkbCjEUksSvZSrK6/Hrp3hxEj4IMPwo5GJHEo2UuxSkqCKVN8t06fPvDjj2FHJJIYlOyl2NWo4U+42rAB+veHPXvCjkgk/inZSyhatfJj72fN8v34IhJbSvYSmssug0GD/FWu3n477GhE4puSvYTGDB59FJKTfXfOt9+GHZFI/FKyl1BVquQveLJ7ty+Y9vvvYUckEp+U7CV0xxwDzzzjr13797+HHY1IfFKylxLhL3/xif6RR+CFF8KORiT+KNlLifHPf0KnTr6cwooVYUcjEl+U7KXEiBRMq1LFF0z79dewIxKJH0r2UqLUr+9r53z+uR+aqYJpItGhZC8lTpcucNdd8NJL/sQrETl4SvZSIo0eDeec4w/aLlwYdjQipZ+SvZRIZvDss/CnP/mCaRs3hh2RSOkW1WRvZpPMbIOZLc827W4z+z8zW2pmr5lZ9WhuU+JX9er+hKuNG+HCC1UwTeRgRLtlPxnommPabKC5cy4FWAXcEOVtShxr2dKPvZ8zB26/PexoREqvqCZ759w8YHOOabOcc7uDux8ADaK5TYl/l14Kf/2rr4751lthRyNSOhV3n/0lQK5fVzMbbGYZZpaxUR20ksMjj0CLFjBgAHzzTdjRiJQ+xZbszewmYDcwNbf5zrknnHNpzrm0OnXqFFdYUkpUrJhVMK13bxVMEymqYkn2ZjYI6A70d06nyciBOfpoP0InIwOGDw87GpHSJebJ3sy6AtcB5zjntsV6exLfevaEUaPgscfg+efDjkak9Ij20MtpwEKgqZmtNbNLgYeBKsBsM8s0s4nR3KYknrvugs6dYfBgWL684OVFBKwk9qqkpaW5jIyMsMOQEmz9ej8ss1o1+PBDqFo17IhEDs6OHf6aDklJvvrrgTCzJc65tNzm6QxaKZXq1fO1c7780g/NLIFtFpF8bdnir718441w0km+4XLyyf6azLFQNjarFYm9zp19DfzRo+Ff/4Jrrw07IpG8bdgA8+f7v3nz4JNPYO9eKFsWWreGYcP8Z7pjx9hsX8leSrWRIyE93R+0bdMmdl8UkaJwzp8PEkns8+fDZ5/5eRUrQvv2cMstvkV/4olw6KGxj0nJXko1M3/92rQ0XzDt44+hbt2wo5JEs3cvfPrp/i33tWv9vOrVfR/8JZf4lnurVlC+fPHHqGQvpV716vDKK76FdOGF8M47UKZM2FFJPNu92zcsIol9wQLYtMnPq1fPt9g7d/b/mzf3B13DpmQvcaFFC3j0Ud96uu02GDs27Igknmzf7kfKRLpk0tPht9/8vKOP9tdeiCT4xo39HmdJo2QvceOvf4X334c77/R9omefHXZEUlr98ov/LEVa7h9+CLt2+SSenAwXX5zVcq9XL+xoC0fJXuLKQw/BkiVw0UXw0UfQqFHYEUlp8MMP+x9M/eQTf5C1bFl/PGj4cJ/YO3aEGjXCjvbAKNlLXKlY0ffft2rlC6YtWAAVKoQdlZQkzsHq1VmJfd48f4F7gEqV/F7hbbf5lnu7dn5aPFCyl7jTuDFMmQLnngvXXAOPPx52RBKmvXth5cr9W+7r1vl5NWr4kTKDB/uWe6tWUK5cuPHGipK9xKVzzoHrroPx4/2u98CBYUckxWXXLt+FFxkGuWABbA4uqVS/flZfe+fOcPzxJWOkTHFQspe4NXYsLFoEQ4b4OjrJyWFHJLGwbZt/nyMt94UL/TSAY47xlVIjCf6oo0rmSJnioGQvcatsWZg2ze+a9+rlR1RUqxZ2VHKwfv7Zj5SJdMlkZGSNlElJ8bWSTjrJ/x1+eNjRlhxK9hLXDj8cXnwRTjnFj8F/+eXEbdmVVuvX739m6rJl/iBruXK+RMaIEb7l3qGDP8FOcqdkL3HvpJN83/3IkXD//T45SMnkHHz11f4HU7/4ws879FA/Uub22/172q6dH30lhaNkLwlhxAh/1uPo0dC27YHXC5fo2rsXVqzISuzz58N33/l5NWv6pD5kiG+5p6bG70iZ4qBkLwnBDCZN2r9g2mGHhR1V4tm1y5/0Fmm5v/8+/PSTn9egga/nHjmY2qxZ4oyUKQ5K9pIwqlXLKph2wQUwa5Y/iCuxs20bfPBBVst94UJfZwbg2GP9gfPIMMiGDXU8JZb0UZeEkpLiL1Z+8cVw663+erYSPT/95Me1R1ruS5b4CpFmvhvm8st9Yu/USXtWxU3JXhLOoEG+++Cf//QH/Hr0CDui0uu77/Y/mLp8uT/IWr68HykzapRvuXfooGGvYVOyl4T04IO+1TlwoP/fuHHYEZV8zvlr/mavKfPVV35e5co+offp41vubdpopExJo2QvCalCBT/mPlIwLT1dBdNy2rvXj2nP3nL//ns/r1Yt32K/+mr/PzVVxz9KOr09krCOOgqee8534wwdCk8+GXZE4dq50+/lRBL7++/7s1UBjjwSTjst68zUZs10MLW0UbKXhNa9O9xwg++/79jRH7hNFL/95kfHRFruixZljZQ57jg4//ysYZANG4Ybqxw8JXtJeHfc4RPdlVf6gmktWoQdUWxs3uxHykRa7h995EfKJCX5bpgrrvCJvVMnXbQ9HinZS8KLFExr2dL332dkxMfIkbVr968ps2KFn16+vC81MHq0b7m3bw9Vq4Ybq8Sekr0IviX70kvQpYvvynn11dLVJ+2cv9pS9oOpX3/t51Wp4kfKXHihb7m3aaOD0YlIyV4k0LEjTJjg6+jce68vnFZS7dnjR8pkrynzww9+Xu3avsU+bJj/n5KikTKiZC+yn2uv9cMwr7/eF0zr3DnsiLzff/fdS9lrymzZ4uc1bAinn551MLVp09K1VyLFQ8leJBszePppWLoU+vb1BdPCuADG1q1+pEyk5b5oEezY4ec1a+Zr+0SGQf7pT8Ufn5Q+UU32ZjYJ6A5scM41D6adD4wBmgFtnXMZ0dymSLRVrepPuGrXDvr1gzlzYt8N8uOPWTVlIiNl9uzxI2VatfIjhSI1ZWrXjm0sEp+i/RGeDDwMTMk2bTnwF+DxKG9LJGaSk+Hxx305hZtvhnHjorv+NWv2P5i6cqWffsgh/kfmhht8q719e3+AVeRgRTXZO+fmmVmjHNM+BTB1Ikopc9FFvm98/HifdM8998DW4xysWrX/wdTVq/28qlX9geEBA7JGyhxySNSegsg+JabP3swGA4MB/qROSCkhHnjAHxgdNMiXEmjSpODH7NkDn3ySldjnz4cNG/y8unV9Uh8+3P9PSYEyZWL7HESgBCV759wTwBMAaWlpLuRwRID9C6b16uUPmuas5vj77/Dhh1kt9/T0rJEyjRpB165ZB1OPPVYjZSQcJSbZi5RUjRrB88/D2Wf7Ko8PPOATeqTVvmiRT/gAJ5zgT16KDINs0CDU0EX2UbIXKYRu3fyB2rFjYfJkX/63TBnf4o+U+e3UyZf+FSmJoj30chrQBahtZmuB24DNwENAHeBNM8t0zp0Zze2KFIcxY/wFs8uXzxopU7ly2FGJFE60R+NckMes16K5HZEwlCkT/SGYIsUlKewAREQk9pTsRUQSgJK9iEgCULIXEUkASvYiIglAyV5EJAEo2YuIJAAlexGRBGDOlbyaY2a2EfjmIFZRG/gxSuFEk+IqGsVVNIqraLWjsLoAAAtFSURBVOIxrobOuTq5zSiRyf5gmVmGcy4t7DhyUlxFo7iKRnEVTaLFpW4cEZEEoGQvIpIA4jXZPxF2AHlQXEWjuIpGcRVNQsUVl332IiKyv3ht2YuISDZK9iIiCaDAZG9mW3Pcv9jMHo5dSIVnZqvNbJmZLTWz/5lZw7BjShRmtsfMMs1suZm9YWbVw44pu5yf23yW62FmK4PncWc+y11sZhvN7GMz+9zM3jGzDtGLeN92xpjZyGiv92CYWaqZdQs7jtLKzG4ysxVBnso0s3b5LDvZzHrHIo54aNmf4pxLAeYCNxf3xs0sUa/ju905l+qca46/9ORVxR1AlF77B4Czg+fxVAHLvuica+mcOwYYB7xqZs2iEENJlwoo2R8AM2sPdAdaBXnqz8CaMGI5qGSf81co0poysy5BS/slM1tlZuPMrL+ZLQ5a4k2C5XqY2aKgtTTHzA4Lpo8xs0lmNtfMvjKzYYUIZyFwRLZYBgTbyzSzx82sTPA3OWjFLTOz4cGyqWb2QfDL+5qZ1QimzzWztOB2bTNbHdy+2Mymm9kbwKxg2uhgnZ+Y2bhgWhMze9vMlpjZfDM7Lph+fhDDJ2Y272DegxIi52s/ysw+DF7P24Nph5rZm8FzXm5mfYPprYPPypKgtVwvmH55sI5PzOwVM6sUTJ9sZveZ2XvAeDOrbGbPZNvD65UtjjuDx38Q+WzlYifQAMA593Vhn7Bz7j38qInBwbb+8F6bWTXze59JwTKVzGyNmZXL67ORXQGfywfMLD14LdsG08eY2bNmNivY7l/MbELw2rxtZuUKeM3nmtn44HuzysxOMrPywB1A3+C71Lewr5EAUA/40Tn3O4Bz7kfn3Hdmdmvw+V5uZk+YmeV8YD7v0zDze6NLzezfhY7EOZfvH7AHyMz29y3wcDBvMtA727Jbg/9dgJ+DJ3oIsA64PZh3DfBAcLsGWSOCLgPuDW6PAdKDx9YGNgHlcoltNVA7uP0AMDi43Qx4I/IY4FFgINAamJ3t8dWD/0uBk4Pbd2SLby6QFtyuDawObl8MrAVqBvfPCuKtFNyPTP8vcExwux3wbnB7GXBE9hhK21+297oMMB3oGtw/A58EDd+YmAl0BnoBT2Z7fDWgXPC61Qmm9QUmBbdrZVt2LDA022duJlAmuD8+8n5FPlPBfwf0CG5PAG7O5TkkAa8CnwNHFfB8Lyb43Geb1hN4q4D3+j/4vc/I83uqgOXHACML8bl8MrjdGVie7bELgte1BbANOCuY91oQb36v+VyyvoPdgDl5PXf9Ffp7UhmfN1fh81Dk/ayZbZnnsn1WJwO9C3ifvgMOCW4XOn8UZjd4u3MuNXLHzC4GCnMq74fOufXBY74kaAHjE90pwe0GwIvBL1Z5IHvL6k3nfw1/N7MNwGH4BJvTe0GrbQNZ3Tin4RP7h8EPZsVg/htAYzN7CHgTmGVm1fAv2P+Cxz6LT14Fme2c2xzc/jPwjHNuG4BzbrOZVQY6ANOz/WgfEvx/H5hsZi/hk01pVNHMMoFGwBJgdjD9jODv4+B+ZeAYYD5wj5mNB2Y65+abWXOgOTA7eI3KAOuDxzU3s7FA9WAd72Tb9nTn3J7g9p+BfpEZzrmfgps78T8KBPGdnstzGAqswH8J3zCzU4CjgFHOufML8RoYQAHv9Yv4L+p7QZyPFrA8wToL+lxOC57vPDOralnHTN5yzu0ys2X41/PtYPoy/HvVlLxfc8j6PC4JlpeD4JzbamatgZPwee9FM7se+NXMRgOVgJr4z+Eb2R6a3/u0FJhqZq8Drxc2loPt89xN0BUU7IaUzzbv92y392a7vzfbdh8C7nPOzTCzLviWSW6P35NPrKcAv+F/Ee8ARuC/hM86527IubCZtQDOxPcx9wGGF+b5ARVyzPst+2rxLcnskoCfs/9QRjjnhpg/SHM2kGlmqc65TfnEURJtd86lBklpJv71fBD/WvzTOfd4zgcEH/puwD/NbBa+tbnCOdc+l/VPBno65z4JGhhdss0r6LUH2OWCpg95f37OBCY45+aa2R34BsBifIIujJbAp+TzXgMz8M+3Jr4B8i5waD7LF1bO5xy5H+ku2Gtm2V+DyPfOyPs13/d48v/OSREEDZO5wNzgR/gKIAXfa7DGzMbwx/yS3/t0Nn6P7hzgFjM7wTm3u6A4DvYA7Wr8BxjgXPyuR1FUw3fxAAw60CCcc9uBa4GBwZfqv0BvM6sLYGY1zayhmdUGkpxzrwC34A+a/AL8ZGYnBau7CIi0plaT9fzyO0I+C7jEsvqVazrntgBfm9n5wTQLfmgwsybOuUXOuVvx1e2OPNDnHrbg9RsGjAz6hN/BvxaVAczsCDOra2b1gW3OueeBe4BWwGdAHfMHsQj6sk8IVl0FWB+ss38+IcwCro7cifRrF9LHwAAzS3LOvYTvzrkQn/TzZWYn4/vrn8zvvXbObcX/gPwLv0ezJ7/lIwr4XILfW8DMOgG/BMsXRn6veV5+xb8fUkRm1tTMjsk2KRX/HgD8GHxPcsstub5P5o//HOn8MaPRZO35Fuhgk/2TwMlmthjf7/hbAcvnNAa/Kzufgyw1GnQZTQOucs6txHfpzDKzpfguhnr4g4hzg+6HyUCk5T8IuDtYNhW/hwA+KV1pZun4Pvu8tv02vgWXEaw7MnSuP3CpmX2C3007N5h+t/mDZsuBecAnB/Pcw+ac+xj/HPo552YBLwALg1bMy/hEkQwsDl6fm4Cxzrmd+A/6+OA1ysR3b4D/MV6Ef+/+L5/NjwVqBAe6PiGri7Aw7sS3oJab2RLgB+Bx4IXgS5VT5CDlKuBGoJdz7tNgXl7vNfg9hQHsv8eQ3/IReX0uwf8QpAMTgUsL+4QLeM3z8h5wvOkA7YGoDDwbOaAKHI/Pe0/iu9ZeBz7M+aB83qcywPPBd+tj4H7n3M+FCUTlEkRKGTObiz+ImxF2LFJ6xMM4exERKYBa9iIiCUAtexGRBKBkLyKSAJTsRUQSgJK9lGqWVX1zhfk6OCPyGDYZ7e1eHJw7EBfbkfinZC+lXaT65gn4kgjdgNtiuUEzK4OvF1McSbi4tiNxTsle4oZzbgP+rNarg7NSy5jZ3ZZVgfMK2FeVdZ75SpIrzWyiZVWmfMzMMoI9hdsj6zZfRfJWM1sAXICvDzU12KuoGMy/y8wWBo9vZb5S4ZdmNiTbenKrCNrIzD41syeD7c4K1tk753aK7cWUuKNkL3HFOfcV/nNdF39m6S/OuTZAG+ByMzsqWLQt8Hf8mb1NgL8E029yzqXha5ecbGYp2Va/wznXKSj5kAH0D/Yqtgfz1wS1TOaTVb3wRIIzX83sDHxRuLb4M2Jbm1nn4LHHAI8Eeyg/48/OfTmP7YgUmQodSTyKlJI8A0ixrGsuVMMn1Z3A4uCHATObBnTCl3boY2aD8d+NevjT25cGjy+oQNqM4P8yoLJz7ld8dcMd5qtS5lUR9Fvga+dcZjBdFScl6pTsJa6YWWN8xcYN+KQ/1Dn3To5lupBL1cig1T8SaOOc+8nMJrN/NcKCaj9lr+yas+prpOLkHyqCmlkj/ljlVV02ElXqxpG4YWZ18IXBHg5K+76DL2QXuULTsWZ2aLB4WzM7Kuir74u/6EdVfEL/xfw1Es7KZ3MHUgky14qgBTxGFSclKtSyl9IuchGVcvjrDzwH3BfMewrfHfKRmRmwEX+1JvCXUhyH77OfB7wW1ID/GF+F8iv8RWbyMhmYaGbbgbxqw+/HOTfL/DVrF/pw2Iqvhrknn4fttx3128uBUm0cSThBN85I51z3sGMRKS7qxhERSQBq2YuIJAC17EVEEoCSvYhIAlCyFxFJAEr2IiIJQMleRCQB/H9CLNi7L44HaAAAAABJRU5ErkJggg==\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -842,7 +842,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -854,7 +854,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -892,12 +892,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 864x360 with 4 Axes>"
       ]
@@ -956,12 +956,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 864x360 with 4 Axes>"
       ]
@@ -1033,7 +1033,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.8"
+   "version": "3.7.4"
   }
  },
  "nbformat": 4,
diff --git a/02. Bar Plots.ipynb b/02. Bar Plots.ipynb
index f9e473a..7d56237 100644
--- a/02. Bar Plots.ipynb	
+++ b/02. Bar Plots.ipynb	
@@ -30,7 +30,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -44,7 +44,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
@@ -58,7 +58,7 @@
    "source": [
     "# lets read the dataset\n",
     "\n",
-    "data = pd.read_csv('employee.csv')\n",
+    "data = pd.read_csv('Datasets/employee.csv')\n",
     "\n",
     "# lets take only 200 rows as we are only going to visualize it\n",
     "data = data.loc[:199,:]\n",
@@ -67,7 +67,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -86,7 +86,7 @@
        "      dtype='object')"
       ]
      },
-     "execution_count": 4,
+     "execution_count": 3,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -117,7 +117,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
@@ -149,12 +149,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 49,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 360x216 with 1 Axes>"
       ]
@@ -188,14 +188,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 42,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
-       "<Figure size 360x288 with 1 Axes>"
+       "<Figure size 360x216 with 1 Axes>"
       ]
      },
      "metadata": {
@@ -226,12 +226,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 47,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 576x288 with 1 Axes>"
       ]
@@ -278,7 +278,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 80,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
@@ -443,12 +443,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 85,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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kaUBTBmNJtk7y7SSXJbkkyetb+mFJfpXk/DY8q7fMW5PMS3J5kmf00ndJclGb9pEkaelrJTmhpZ+TZM6y31VJkqSZZzo1Y/cAb6yqRwJ7AIck2aFN+2BV7dyGrwO0afsBOwJ7AZ9Isnqb/0jgYGD7NuzV0g8Cbqmq7YAPAu9d+l2TJEma+ab80dequg64ro3fkeQyYPYki+wNHF9VdwNXJZkH7JZkPrBhVZ0NkORYYB/gtLbMYW35LwEfS5KqqiXaq2XEHxmUJEnL22L1GWvNh48FzmlJr01yYZLPJNm4pc0GrukttqClzW7j49MXWaaq7gFuAzYZsf2Dk8xNMvemm25anKxLkiTNSNMOxpKsD5wEHFpVt9M1OW4L7ExXc/b+sVlHLF6TpE+2zKIJVUdV1a5Vtetmm2023axLkiTNWNMKxpKsQReIfb6qvgxQVTdU1b1V9UfgU8BubfYFwNa9xbcCrm3pW41IX2SZJLOAjYDfLMkOSZIkrUym8zZlgE8Dl1XVB3rpW/Rmez5wcRs/BdivvSH5ULqO+ue2vmd3JNmjrXN/4Cu9ZQ5o4/sC3xq6v5gkSdKKMGUHfuAJwCuAi5Kc39LeBrw0yc50zYnzgVcBVNUlSU4ELqV7E/OQqrq3Lfca4GhgHbqO+6e19E8Dn22d/X9D9zamJEnSKm86b1N+n9F9ur4+yTJHAEeMSJ8L7DQi/S7gRVPlRZIkaVXjL/BLkiQNyGBMkiRpQAZjkiRJAzIYkyRJGtB03qaUJEmrOP8F4HCsGZMkSRqQwZgkSdKAbKbUoKwWlyTd31kzJkmSNCCDMUmSpAEZjEmSJA3IYEySJGlABmOSJEkDMhiTJEkakMGYJEnSgAzGJEmSBmQwJkmSNCCDMUmSpAEZjEmSJA3IYEySJGlABmOSJEkDMhiTJEkakMGYJEnSgAzGJEmSBmQwJkmSNCCDMUmSpAEZjEmSJA3IYEySJGlABmOSJEkDmjIYS7J1km8nuSzJJUle39IfmOSMJFe0vxv3lnlrknlJLk/yjF76LkkuatM+kiQtfa0kJ7T0c5LMWfa7KkmSNPNMp2bsHuCNVfVIYA/gkCQ7AG8Bzqyq7YEz22fatP2AHYG9gE8kWb2t60jgYGD7NuzV0g8Cbqmq7YAPAu9dBvsmSZI0400ZjFXVdVX1kzZ+B3AZMBvYGzimzXYMsE8b3xs4vqrurqqrgHnAbkm2ADasqrOrqoBjxy0ztq4vAU8dqzWTJElalS1Wn7HWfPhY4Bxg86q6DrqADXhQm202cE1vsQUtbXYbH5++yDJVdQ9wG7DJiO0fnGRukrk33XTT4mRdkiRpRpp2MJZkfeAk4NCqun2yWUek1STpky2zaELVUVW1a1Xtutlmm02VZUmSpBlvWsFYkjXoArHPV9WXW/INremR9vfGlr4A2Lq3+FbAtS19qxHpiyyTZBawEfCbxd0ZSZKklc103qYM8Gngsqr6QG/SKcABbfwA4Cu99P3aG5IPpeuof25ryrwjyR5tnfuPW2ZsXfsC32r9yiRJklZps6YxzxOAVwAXJTm/pb0NeA9wYpKDgKuBFwFU1SVJTgQupXsT85Cqurct9xrgaGAd4LQ2QBfsfTbJPLoasf2Wcr8kSZJWClMGY1X1fUb36QJ46gTLHAEcMSJ9LrDTiPS7aMGcJEnS/Ym/wC9JkjQggzFJkqQBGYxJkiQNyGBMkiRpQAZjkiRJAzIYkyRJGpDBmCRJ0oAMxiRJkgZkMCZJkjQggzFJkqQBGYxJkiQNyGBMkiRpQAZjkiRJAzIYkyRJGpDBmCRJ0oAMxiRJkgZkMCZJkjQggzFJkqQBGYxJkiQNyGBMkiRpQAZjkiRJAzIYkyRJGpDBmCRJ0oAMxiRJkgZkMCZJkjQggzFJkqQBGYxJkiQNyGBMkiRpQAZjkiRJA5oyGEvymSQ3Jrm4l3ZYkl8lOb8Nz+pNe2uSeUkuT/KMXvouSS5q0z6SJC19rSQntPRzksxZtrsoSZI0c02nZuxoYK8R6R+sqp3b8HWAJDsA+wE7tmU+kWT1Nv+RwMHA9m0YW+dBwC1VtR3wQeC9S7gvkiRJK50pg7GqOgv4zTTXtzdwfFXdXVVXAfOA3ZJsAWxYVWdXVQHHAvv0ljmmjX8JeOpYrZkkSdKqbmn6jL02yYWtGXPjljYbuKY3z4KWNruNj09fZJmquge4DdhkKfIlSZK00ljSYOxIYFtgZ+A64P0tfVSNVk2SPtky95Hk4CRzk8y96aabFi/HkiRJM9ASBWNVdUNV3VtVfwQ+BezWJi0Atu7NuhVwbUvfakT6IsskmQVsxATNolV1VFXtWlW7brbZZkuSdUmSpBlliYKx1gdszPOBsTctTwH2a29IPpSuo/65VXUdcEeSPVp/sP2Br/SWOaCN7wt8q/UrkyRJWuXNmmqGJMcBewKbJlkAvB3YM8nOdM2J84FXAVTVJUlOBC4F7gEOqap726peQ/dm5jrAaW0A+DTw2STz6GrE9lsWOyZJkrQymDIYq6qXjkj+9CTzHwEcMSJ9LrDTiPS7gBdNlQ9JkqRVkb/AL0mSNCCDMUmSpAEZjEmSJA3IYEySJGlABmOSJEkDMhiTJEkakMGYJEnSgAzGJEmSBmQwJkmSNCCDMUmSpAEZjEmSJA3IYEySJGlABmOSJEkDMhiTJEkakMGYJEnSgAzGJEmSBmQwJkmSNCCDMUmSpAEZjEmSJA3IYEySJGlABmOSJEkDMhiTJEkakMGYJEnSgAzGJEmSBmQwJkmSNCCDMUmSpAEZjEmSJA3IYEySJGlABmOSJEkDMhiTJEka0JTBWJLPJLkxycW9tAcmOSPJFe3vxr1pb00yL8nlSZ7RS98lyUVt2keSpKWvleSEln5OkjnLdhclSZJmrunUjB0N7DUu7S3AmVW1PXBm+0ySHYD9gB3bMp9Isnpb5kjgYGD7Noyt8yDglqraDvgg8N4l3RlJkqSVzZTBWFWdBfxmXPLewDFt/Bhgn1768VV1d1VdBcwDdkuyBbBhVZ1dVQUcO26ZsXV9CXjqWK2ZJEnSqm5J+4xtXlXXAbS/D2rps4FrevMtaGmz2/j49EWWqap7gNuATUZtNMnBSeYmmXvTTTctYdYlSZJmjmXdgX9UjVZNkj7ZMvdNrDqqqnatql0322yzJcyiJEnSzLGkwdgNremR9vfGlr4A2Lo331bAtS19qxHpiyyTZBawEfdtFpUkSVolLWkwdgpwQBs/APhKL32/9obkQ+k66p/bmjLvSLJH6w+2/7hlxta1L/Ct1q9MkiRplTdrqhmSHAfsCWyaZAHwduA9wIlJDgKuBl4EUFWXJDkRuBS4Bzikqu5tq3oN3ZuZ6wCntQHg08Bnk8yjqxHbb5nsmSRJ0kpgymCsql46waSnTjD/EcARI9LnAjuNSL+LFsxJkiTd3/gL/JIkSQMyGJMkSRqQwZgkSdKADMYkSZIGZDAmSZI0IIMxSZKkARmMSZIkDchgTJIkaUAGY5IkSQMyGJMkSRqQwZgkSdKADMYkSZIGZDAmSZI0IIMxSZKkARmMSZIkDchgTJIkaUAGY5IkSQMyGJMkSRqQwZgkSdKADMYkSZIGZDAmSZI0IIMxSZKkARmMSZIkDchgTJIkaUAGY5IkSQMyGJMkSRqQwZgkSdKADMYkSZIGZDAmSZI0oKUKxpLMT3JRkvOTzG1pD0xyRpIr2t+Ne/O/Ncm8JJcneUYvfZe2nnlJPpIkS5MvSZKklcWyqBl7clXtXFW7ts9vAc6squ2BM9tnkuwA7AfsCOwFfCLJ6m2ZI4GDge3bsNcyyJckSdKMtzyaKfcGjmnjxwD79NKPr6q7q+oqYB6wW5ItgA2r6uyqKuDY3jKSJEmrtKUNxgo4Pcl5SQ5uaZtX1XUA7e+DWvps4Jresgta2uw2Pj79PpIcnGRukrk33XTTUmZdkiRpeLOWcvknVNW1SR4EnJHkZ5PMO6ofWE2Sft/EqqOAowB23XXXkfNIkiStTJaqZqyqrm1/bwROBnYDbmhNj7S/N7bZFwBb9xbfCri2pW81Il2SJGmVt8TBWJL1kmwwNg48HbgYOAU4oM12APCVNn4KsF+StZI8lK6j/rmtKfOOJHu0tyj37y0jSZK0SluaZsrNgZPbr1DMAr5QVf+d5MfAiUkOAq4GXgRQVZckORG4FLgHOKSq7m3reg1wNLAOcFobJEmSVnlLHIxV1ZXAY0ak/xp46gTLHAEcMSJ9LrDTkuZFkiRpZeUv8EuSJA3IYEySJGlABmOSJEkDMhiTJEkakMGYJEnSgAzGJEmSBmQwJkmSNCCDMUmSpAEZjEmSJA3IYEySJGlABmOSJEkDMhiTJEkakMGYJEnSgAzGJEmSBmQwJkmSNCCDMUmSpAEZjEmSJA3IYEySJGlABmOSJEkDMhiTJEkakMGYJEnSgAzGJEmSBmQwJkmSNCCDMUmSpAEZjEmSJA3IYEySJGlABmOSJEkDMhiTJEkakMGYJEnSgAzGJEmSBjRjgrEkeyW5PMm8JG8ZOj+SJEkrwowIxpKsDnwceCawA/DSJDsMmytJkqTlb0YEY8BuwLyqurKqfg8cD+w9cJ4kSZKWu1TV0Hkgyb7AXlX1yvb5FcDuVfXacfMdDBzcPj4cuHyFZnTF2xS4eehMrOIs4+XPMl7+LOPlzzJe/lb1Mt6mqjYbNWHWis7JBDIi7T5RYlUdBRy1/LMzMySZW1W7Dp2PVZllvPxZxsufZbz8WcbL3/25jGdKM+UCYOve562AawfKiyRJ0gozU4KxHwPbJ3lokjWB/YBTBs6TJEnScjcjmimr6p4krwW+AawOfKaqLhk4WzPB/aZJdkCW8fJnGS9/lvHyZxkvf/fbMp4RHfglSZLur2ZKM6UkSdL9ksGYJEnSgAzGJpHkzhFpr06yfxt/RJLzk/w0ybbTXOdz2vwXJLk0yaummP+HS5b7+58kWyX5SpIrkvwiyYeTrJlk5yTP6s13WJI3DZnXmS5JJfls7/OsJDclOXUx1/OdJLu28a8necAS5OXAJB9b3OVmimVYlnsuzjIjzvvnzaR/NZdkk3b/PD/J9Ul+1fu85mKs511JDl3MbR+R5MlLkOftkpw/Qfrv2r39siTntN/LHMz459dMuo6SzE9yUZILk3w3yTZD52loM6ID/8qkqv6993Ef4CtV9fbpLJtkDboOirtV1YIkawFzptje45c0r/cnSQJ8GTiyqvZu/2LrKOAI4BJgV+Dry2hbq1fVvctiXTPYb4GdkqxTVb8Dngb8amlWWFXPmnquVdJSl2WSJblX70zvvK+qU5hBb6lX1a/p8kiSw4A7q+rfVtC2/2k5rPbyqnosdMEZcHISquqzUyw3pVX0nvPkqro5yeHA/wX+bkVuPMmsqrpnRW5zMtaMLaaxWpX2jfNQ4JVJvt2mvTzJue2b3SdbQNC3AV0A/GuAqrq7qi5vy26e5ORWY3ZBkse39Dt72/7HJD9u3yYOb2lz2jexTyW5JMnpSdZp07ZL8s22vp+M1d5NsJ71knytzXtxkpcsx2JcHp4C3FVV/wnQblz/ALwSeB/wknZcxvZrh1Zrc2WS142tZKJjmOTOJO9Icg7wv1bong3nNODZbfylwHFjE9r58pl2Hv00yd4tfZ0kx7dz6wRgnd4y85Ns2sb3b/NcMFZrlOS5rUbhp+283XxF7egKMFlZ7pbkh22/f5jk4S39wCRfTPJV4PT+ypL8eZv/YaOORatZege9875fM5Lk6CQfadu7Mt1/QSHJakk+0e4lp6arzdx3+RfPopIc0LsOP5FktZb+7HYvuyBJv0wela6G5cokh7R5t2v3sk+3/Tktydpt2ueS7NPGd09ydlvnOUnWTbJtku+18jwvye6Lk/+qmge8EXhd28b6rczPbet8bktfL8lJbdvHJZmbrkZzVpJb09X6nQvs1o75d1t+Thu7PpJsn+QbLf2sJH82jfI9un9c054z6Wpfv5vkxCQ/T/KeJC9r+b4oC58hI6/VdM/Hz2TEvXUSZwOze3m5zz24DUe343lRkn9o8+6c5Efp7iUnJ9m4pfdr5DdNMr+N3+eaSvLmts4LkrynpW2b5L9bmX4vySNa+otaHi5IctY09m36qsphgq5gIlwAAAitSURBVIHum9r4tMOAN40YfyTwVWCN9vkTwP4jlv8P4Ea6m/HLgNVa+gnAoW18dWCjfh6Ap9PV9IQuiD4VeCJdzdo9wM5tvhOBl7fxc4Dnt/G1gXUnWc8LgU/18rnR0OW/mMfqdcAHR6T/tE372Lhj+ENgLbp/v/FrYI3JjiHdf4R48dD7uQLL807g0cCX2rlzPrAncGqb/u7eefYA4OfAesAb6H6ahrb8PcCu7fP8Vt470v0rs01b+gPb341Z+Ib3K4H3t/ED+8dvZRumUZYbArPa+F8BJ/X2e0GvfPZs1+vjgfOAh0xxLBYpt/5n4Gjgi+0esAPd/wYG2JeuJm014MHALcC+K6CMDmPhvXQn4L96ZXIU8NctP1fT/UuZ/nnzLuB7wJrAg9r1vDqwHfAH4FFtvi8D+7Xxz9G1bKwNXAU8rqVv1JZdF1i7pT0COKeNbwecPyL/90lv5/odbfx9vW1v3I7R2sBbgI+39McA99LVFs6iu+e8oE1bi+6eNXbNvAw4qo1/G9i2jT8BOL2N30t3ro0NV487/vv28jr2nNkTuBXYom3zV8DhbdrrgQ9Nca0exoh764jymt/blw8BB7fxkfdgYBfgjN7yD2h/LwSe1Mbf0cvfd1h439kUmD/BNfXMlt91x51TZwLbt/HdgW+18YuA2f08LKvBZspl56l0J8yPk0BXI3Dj+Jmq6pVJHkV3030TXZPFgXQ1O/u3ee4Fbhu36NPb8NP2eX1ge7oL7KqqGuvHcB4wJ8kGdCfNyW2ddwEkmWg93wP+Lcl76R4S31vSghhIGPEvtCZJ/1pV3Q3cneRGYHMmP4b3Aict60zPZFV1YZI5dDU545t4nw48Lwv73q0NPIQusP9Ib/kLR6z6KcCXqurmNt9vWvpWwAlJtqB7sF617PZmWFOU5UbAMUm2pztX1+hNO6NXPtA9rI4Cnl5VY/+lZKJjMZX/qqo/ApdmYS3kXwBfbOnXp9X6r2B/Bfw5MLd3HV4D/A74dlX9EhY5b6C7Z/0euDHJb4Cx//83r6ouauPncd9uIY8Erq6qn7R13gaQrgvJx5I8hu4LxbT6BI/T/zd/TweemYV99saO0V8A723bviBJ//c1fw+c3MvnjsA3W5msDixI1wdzD+Cklg4Lux/9rqp2/lNmkgPpmq2n8uOquq4t8wsW1speBIz1s5vsWh11b10wYjvfbufdjXTNlDDxPfirwMOSfBT4GnB6ko3oAqLvtmWPofuCMZX+NfVXwH9W1f9Ad04lWZ/uC88Xe2W6Vvv7A+DoJCfSBffLjMHYshPgmKp661QztpvDRemaZ66iC8ams/5/qapPLpLY3eDv7iXdS3cCj/p/nxOup61rF+BZwL8kOb2q3jGNfM0Ul9DV7v1Jkg3p/s3WqL4W48tsFpMfw7tq1euzMR2nAP9G9415k156gBdWa2b/U2J385rqxwsnCpA/Cnygqk5Jsifdt+xVyURl+U66IOP57Xr+Tm/ab8et4zq6B/ljWfgv4yY6FlM1rfWvgYz7O6TQ1a7+8yKJyQuY+NwadT1Plt7f1qh1vpEuAHw5XXB8n5e5puGxwGW97exTVb9YZOO9p/0Iv6tWBdOWv7Cq/nLc8hsDN/eDrmm6h9ZNqeWh/8JEv8z+2Pv8RxaW32TX6lRlPubJdOf30XS1Wm9gkntwC4yfARwCvJiuG8qU+0d3vfT1r6lRx3814NZRZVpVr27X1bOB85PsXF3fx6Vmn7Fl50xg3yQPAkjywIx7QyRdv4E9e0k7A7/sLf+aNt/qLZDo+wbwty1qJ8nssW2NUlW3031zGusXsVaSdSdaT5Itgf+pqs/RPTAet/hFMKgzgXWz8E3X1YH3013oN9D115vOOiY9hvdDnwHe0atdGPMN4H+PPUySPLaln0XXhEKSneia58Y7E3hxkk3afA9s6RuxsGP7ActsD2aOicqyv98HTrGOW+keBO/u3UsmOhZ3ML3zvu/7wAvT9R3bnC5wXNG+SXd+jPUv3CTJQ+hqJZ4ydk32zpulcQmwTZLHtXVu2O4dGwHXtWDoABYzSE3yMOBf6YIW6I5Rv2/q2DH6Pl1gQWsx2WGCVV4KzE6yW5t3zSQ7VtUtwHVJnt/SV2tBy1Tm09VAAezNorWx07FMrtXqXmg5FNi/Hc+R9+B2LqxWVScB/0zXrHwbcEuSsQD1FcBYLdl8Fu7fZH0eT6d7Hq47tr327LwqyYtaWsbKNMm2VXVOVf0/4GYW/Z/aS8VgbHLrJlnQG94w0YxVdSldVevprWnmDLp2974Ab05yebrXow9n4c339cCTk1xEV52+47j1nw58ATi7zfMlpr7RvgJ4XcvPD4EHT7KeRwHntnz9E10/jJVGu2k+H3hRkivo+mTcBbyNrk/FDlm0A/+odUznGN6vVNWCqvrwiEnvpLuBX5jk4vYZ4Ehg/VZ+bwbOHbHOS+jecv1ukguAD7RJh9E1DXyP7ka3SpmkLN9HVxv9A7rmp6nWcwPwXODj7Vv6RMdiWuf9OCfRNSldDHySrt/p+C4Ty1ULVg+na5K7kO6BuXnb79cAX2nnzeeXwbbupms6PrKt83S6JqmP0b2c9SNgGxat7ZnIw9N1aP8ZcDxdP6qxNykPp3ueXJSuKfKwlv5RuiDrQrrauIsZUd4tn/sCH2j5/CldXybo/pfzq1v6JcBzppHXTwFPSvdywO7ctwZ2KoexjK7V1iR6HHDIJPfg2cB32vPpaGCs5uwA4F/bvDvT1bBBV6HwmnQ/DbXpJNv+b7oa67lt3WNN/S8DDuqV6d4t/V/bMbyY7ovnBUuz733+OyRJ0p8kWb+q7mw1l+cCT6iq64fO16oo3U+WzKqqu9L1GTydruP4jPnJBa0Y9hmTJPWdmq5j+JrAOw3Elqv1gTNbUBbgVQZi90/WjEmSJA3IPmOSJEkDMhiTJEkakMGYJEnSgAzGJEmSBmQwJkmSNKD/D1wgsbASPabIAAAAAElFTkSuQmCC\n",
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\n",
       "text/plain": [
        "<Figure size 720x288 with 1 Axes>"
       ]
@@ -479,12 +479,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 86,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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LmiPpCkkbd/eGmpmZbag6eTJ/Cfj3iNgF2Ac4XtLoPO3bETEmf24AyNOOAnYFDgLOk9RPUj/ge8DBwGjgg5XlnJmXNQpYBhzXTdtnZma2wWsbzCNiUUT8Pg8/DTwIDGsxy6HA5RHxQkQ8AswF9sqfuRHxcES8CFwOHCpJwNuBH+f5JwOHdXWDzMzM+po1emcuaSTwJuD2nHSCpHslTZQ0OKcNA+ZXZluQ05qlbwMsj4iX6tIbrX+8pJmSZi5evHhNim5mZrbB6jiYSxoIXAWcGBErgPOBnYExwCLgrFrWBrNHF9JXT4y4MCLGRsTYoUOHdlp0MzOzDVr/TjJJGkAK5D+KiJ8ARMQTlekXAdfn0QXAiMrsw4GFebhR+hJgkKT++em8mt/MzMza6KQ3u4AfAA9GxLcq6dtXsv0TcH8engocJWkTSTsBo4A7gDuBUbnn+sakTnJTIyKAm4DD8/zjgGvXbrPMzMz6jk6ezN8CfAS4T9KsnHYyqTf6GFKT+DzgkwARMVvSFOABUk/44yPiZQBJJwDTgH7AxIiYnZf3ReBySacBd5NuHszMzKwDbYN5RNxK4/faN7SY53Tg9AbpNzSaLyIeJvV2NzMzszXkX4AzMzMrnIO5mZlZ4RzMzczMCudgbmZmVriOvmduZmYbHp3aqG+zdZc4peHvn60TfjI3MzMrnIO5mZlZ4RzMzczMCudgbmZmVjgHczMzs8I5mJuZmRXOwdzMzKxwDuZmZmaFczA3MzMrnIO5mZlZ4RzMzczMCudgbmZmVjgHczMzs8I5mJuZmRXOwdzMzKxwDuZmZmaFczA3MzMrnIO5mZlZ4RzMzczMCudgbmZmVjgHczMzs8I5mJuZmRXOwdzMzKxwDuZmZmaFaxvMJY2QdJOkByXNlvSZnL61pBmS5uS/g3O6JJ0jaa6keyXtUVnWuJx/jqRxlfQ9Jd2X5zlHktbFxpqZmW2IOnkyfwn494jYBdgHOF7SaOAk4MaIGAXcmMcBDgZG5c944HxIwR84Bdgb2As4pXYDkPOMr8x30NpvmpmZWd/QNphHxKKI+H0efhp4EBgGHApMztkmA4fl4UOBiyO5DRgkaXvgQGBGRCyNiGXADOCgPG3LiPhdRARwcWVZZmZm1sYavTOXNBJ4E3A7sF1ELIIU8IFtc7ZhwPzKbAtyWqv0BQ3SG61/vKSZkmYuXrx4TYpuZma2weo4mEsaCFwFnBgRK1plbZAWXUhfPTHiwogYGxFjhw4d2q7IZmZmfUJHwVzSAFIg/1FE/CQnP5GbyMl/n8zpC4ARldmHAwvbpA9vkG5mZmYd6KQ3u4AfAA9GxLcqk6YCtR7p44BrK+nH5F7t+wBP5Wb4acABkgbnjm8HANPytKcl7ZPXdUxlWWZmZtZG/w7yvAX4CHCfpFk57WTgDGCKpOOAR4Ej8rQbgEOAucBzwEcBImKppK8Cd+Z8X4mIpXn4U8AkYFPgZ/ljZmZmHWgbzCPiVhq/1wZ4R4P8ARzfZFkTgYkN0mcCu7Uri5mZma3OvwBnZmZWOAdzMzOzwjmYm5mZFc7B3MzMrHAO5mZmZoVzMDczMyucg7mZmVnhHMzNzMwK52BuZmZWOAdzMzOzwjmYm5mZFc7B3MzMrHAO5mZmZoVzMDczMyucg7mZmVnhHMzNzMwK52BuZmZWOAdzMzOzwjmYm5mZFc7B3MzMrHAO5mZmZoVzMDczMyucg7mZmVnhHMzNzMwK52BuZmZWOAdzMzOzwjmYm5mZFc7B3MzMrHAO5mZmZoVrG8wlTZT0pKT7K2kTJD0maVb+HFKZ9iVJcyX9QdKBlfSDctpcSSdV0neSdLukOZKukLRxd26gmZnZhq6TJ/NJwEEN0r8dEWPy5wYASaOBo4Bd8zznSeonqR/wPeBgYDTwwZwX4My8rFHAMuC4tdkgMzOzvqZtMI+IW4ClHS7vUODyiHghIh4B5gJ75c/ciHg4Il4ELgcOlSTg7cCP8/yTgcPWcBvMzMz6tLV5Z36CpHtzM/zgnDYMmF/JsyCnNUvfBlgeES/VpZuZmVmHuhrMzwd2BsYAi4Czcroa5I0upDckabykmZJmLl68eM1KbGZmtoHqUjCPiCci4uWIeAW4iNSMDunJekQl63BgYYv0JcAgSf3r0put98KIGBsRY4cOHdqVopuZmW1wuhTMJW1fGf0noNbTfSpwlKRNJO0EjALuAO4ERuWe6xuTOslNjYgAbgIOz/OPA67tSpnMzMz6qv7tMki6DNgPGCJpAXAKsJ+kMaQm8XnAJwEiYrakKcADwEvA8RHxcl7OCcA0oB8wMSJm51V8Ebhc0mnA3cAPum3rzMzM+oC2wTwiPtgguWnAjYjTgdMbpN8A3NAg/WFWNtObmZnZGvIvwJmZmRXOwdzMzKxwDuZmZmaFczA3MzMrnIO5mZlZ4RzMzczMCudgbmZmVjgHczMzs8I5mJuZmRXOwdzMzKxwDuZmZmaFczA3MzMrnIO5mZlZ4RzMzczMCudgbmZmVjgHczMzs8I5mJuZmRXOwdzMzKxwDuZmZmaFczA3MzMrnIO5mZlZ4RzMzczMCudgbmZmVjgHczMzs8I5mJuZmRXOwdzMzKxwDuZmZmaFczA3MzMrnIO5mZlZ4RzMzczMCtc2mEuaKOlJSfdX0raWNEPSnPx3cE6XpHMkzZV0r6Q9KvOMy/nnSBpXSd9T0n15nnMkqbs30szMbEPWyZP5JOCgurSTgBsjYhRwYx4HOBgYlT/jgfMhBX/gFGBvYC/glNoNQM4zvjJf/brMzMyshbbBPCJuAZbWJR8KTM7Dk4HDKukXR3IbMEjS9sCBwIyIWBoRy4AZwEF52pYR8buICODiyrLMzMysA119Z75dRCwCyH+3zenDgPmVfAtyWqv0BQ3SG5I0XtJMSTMXL17cxaKbmZltWLq7A1yj993RhfSGIuLCiBgbEWOHDh3axSKamZltWLoazJ/ITeTkv0/m9AXAiEq+4cDCNunDG6SbmZlZh7oazKcCtR7p44BrK+nH5F7t+wBP5Wb4acABkgbnjm8HANPytKcl7ZN7sR9TWZaZmZl1oH+7DJIuA/YDhkhaQOqVfgYwRdJxwKPAETn7DcAhwFzgOeCjABGxVNJXgTtzvq9ERK1T3adIPeY3BX6WP2ZmZtahtsE8Ij7YZNI7GuQN4Pgmy5kITGyQPhPYrV05zMzMrDH/ApyZmVnhHMzNzMwK52BuZmZWOAdzMzOzwjmYm5mZFc7B3MzMrHAO5mZmZoVzMDczMyucg7mZmVnhHMzNzMwK52BuZmZWOAdzMzOzwjmYm5mZFc7B3MzMrHAO5mZmZoVzMDczMyucg7mZmVnhHMzNzMwK52BuZmZWOAdzMzOzwjmYm5mZFc7B3MzMrHAO5mZmZoVzMDczMyucg7mZmVnhHMzNzMwK52BuZmZWOAdzMzOzwjmYm5mZFW6tgrmkeZLukzRL0syctrWkGZLm5L+Dc7oknSNprqR7Je1RWc64nH+OpHFrt0lmZmZ9S3c8me8fEWMiYmwePwm4MSJGATfmcYCDgVH5Mx44H1LwB04B9gb2Ak6p3QCYmZlZe+uimf1QYHIengwcVkm/OJLbgEGStgcOBGZExNKIWAbMAA5aB+UyMzPbIK1tMA9guqS7JI3PadtFxCKA/HfbnD4MmF+Zd0FOa5a+GknjJc2UNHPx4sVrWXQzM7MNQ/+1nP8tEbFQ0rbADEkPtcirBmnRIn31xIgLgQsBxo4d2zCPmZlZX7NWT+YRsTD/fRK4mvTO+4ncfE7++2TOvgAYUZl9OLCwRbqZmZl1oMvBXNLmkraoDQMHAPcDU4Faj/RxwLV5eCpwTO7Vvg/wVG6GnwYcIGlw7vh2QE4zMzOzDqxNM/t2wNWSasu5NCJ+LulOYIqk44BHgSNy/huAQ4C5wHPARwEiYqmkrwJ35nxfiYila1EuMzOzPqXLwTwiHgbe2CD9z8A7GqQHcHyTZU0EJna1LGZmZn2ZfwHOzMyscA7mZmZmhXMwNzMzK5yDuZmZWeEczM3MzArnYG5mZlY4B3MzM7PCOZibmZkVzsHczMyscA7mZmZmhXMwNzMzK5yDuZmZWeEczM3MzArnYG5mZlY4B3MzM7PCOZibmZkVzsHczMyscA7mZmZmhXMwNzMzK5yDuZmZWeEczM3MzArnYG5mZlY4B3MzM7PCOZibmZkVzsHczMyscA7mZmZmhXMwNzMzK5yDuZmZWeEczM3MzArnYG5mZla4XhPMJR0k6Q+S5ko6qafLY2ZmVopeEcwl9QO+BxwMjAY+KGl0z5bKzMysDL0imAN7AXMj4uGIeBG4HDi0h8tkZmZWhP49XYBsGDC/Mr4A2Ls+k6TxwPg8+oykP6yHsvVWQ4AlPV2ITmmCeroI1n1c96yn9PW6t2OzCb0lmDfa4lgtIeJC4MJ1X5zeT9LMiBjb0+Wwvsd1z3qK615zvaWZfQEwojI+HFjYQ2UxMzMrSm8J5ncCoyTtJGlj4Chgag+XyczMrAi9opk9Il6SdAIwDegHTIyI2T1crN7Orxusp7juWU9x3WtCEau9mjYzM7OC9JZmdjMzM+siB3MzM7PCOZj3EpL+Q9JsSfdKmiVpte/ZV/JOknT4+iyfrUrSy/k43S/pOkmDerpMVZKe6TDfeyQ9kLfj9Bb5jpW0WNLdkuZImibpzd1X4r+uZ4Kkz3X3cteGpDGSDunpcqwL9fUkH+dze6o8VZLmSbovXxN/Janpd6zNwbxXkPT3wD8Ce0TE7sA7WfVHdKz3eT4ixkTEbsBS4Pj1XQBJ3dGB9Wzg3Xk7vt8m7xUR8aaIGAWcAfxE0i7dUIbebgywQQbzAuyfr4k3A/+5vlfeTefYeuFg3jtsDyyJiBcAImJJRCyU9F+S7sxPTRdKWu3HdSTtme9a78pPS9vn9E/nJ657JV2+nrenr/kd6VcMAZD0+Xzc7pV0ak7bXNJPJd2Tj+eROb3Z8ftEXsY9kq6StFlOnyTpW5JuAs6UNFDSDytPMO+vlOP0PP9tkrZrUvYXSb/rQEQ80ukGR8RNpJ7F4/O6dpb087wdv5b0Bklb5aerjXKezSTNlzSgUf76deQn4tvydl0taXBOv1nS2ZJ+m/flXjl9gqTJkqbn9b5P0jfyvvm5pAFt9vnNks6UdIekP0p6q9JXZb8CHJlbYo7sdB+VTnUtgLWneEn75f03Je+nMyR9OO+3+yTtnPO9R9LtSq05v6jVwXycJub9/bCkT3dQnPpz7Oi8vlmSLpDUL38m5Tpxn6TP5ryt6tHYPDxE0rw8fKykKyVdB0zPaV/Iy7xH0hk5rWEdlnRELsM9km5Zu6OwBiLCnx7+AAOBWcAfgfOAfXP61pU8/wu8Jw9PAg4HBgC/BYbm9CNJX+uD9KM7m+ThQT29jRvaB3gm/+0HXAkclMcPIAU5kW6WrwfeBrwfuKgy/1Ztjt82lbynAf9aOfbXA/3y+JnA2ZW8g/PfqNSXbwD/2WAbNgJ+AswBdmqzvccC59alHQb8LA/fCIzKw3sDv8zD15Kermrb9/02+ScAn8vD91bOha/UtpP0lHZRHn4bcH9l3lvzfn0j8BxwcJ52dS5vq31+M3BWHj4E+EWzbd9QPsDLpGtP7fNobVtzXTu8QZ3fD1hOegjZBHgMODVP+0zlOA1m5TemPl7ZtxPyMdiE9POsfwYGNCjbPGBIHj4bGJ+HdwGuq81DumYeA+wJzKjMP6iDejQ2Dw8B5lWO9wLy9Zf0D8B+C2yWx2vpzerwfcCwahnWx6eYJoQNWUQ8I2lP4K3A/sAVSv8G9mlJXwA2A7YGZpMqcc3rgd2AGUoP7f2ARXnavcCPJF0DXLNeNqRv2VTSLGAkcBcwI6cfkD935/GBwCjg18A3JZ0JXB8Rv5a0G82P326STgMG5WVMq6z7yoh4OQ+/k/QjSwBExLI8+CIp6JPL964G2/CvpDp1HnCdpP2BnYDPR8QRHewDAUgaCLwZuFIrG482yX+vIAXMm3I5z2uTn7zMrUgXwl/lpMmkm6aay/L23iJpS63ss/CziPiLpPtI+/PnOf0+0rFqdc5AurmBtM9GdrAPSvd8RIypjUg6Fujk51LvjIhFeZ7/Iz/Bkvbz/nl4OAEnLO8AAAPiSURBVOlatj2wMVBt+flppJbIFyQ9CWxHCqD1bspP9E+yspn9HaTAfWc+hpvm6dcBr5X0XeCnwPQO6lEzMyJiaR5+J/DDiHgOICKWtqnDvwEmSZrCyvq0zjmY9xL54nwzcHO+EH0S2J105zhf0gTgVXWzCZgdEX/fYJHvJj21vBf4sqRdI+KldVX+Puj5iBiTLxbXk96Zn0M6Jl+PiAvqZ8g3bIcAX5c0nfS02Oz4TQIOi4h78gV2v8q0Z6uLpcH/MQD+EvnRgPT01ehcPxD4RkTcLOkrpAvgHaQA3Ik3AQ+SnvCXV4NCxVTS9m5NugD/Eti8Rf5O1W9zbbz2quoVSdV98AppH7Q6Z/46P833WV/yEvlVrFLE2rgy7YXK8CuV8dp+Bvgu8K2ImCppP9ITeaP5W+3r/Un1fRLpqfrfSMdwckR8qT6zpDeS6vXxwAeAz3ayfax+bW13jjWt8xHxz0odmN8NzJI0JiL+3KIc3cLvzHsBSa+XNKqSNAao/Ue4JfkusFHv9T8AQ5U60KH0LnJXpXeUIyK91/wCK5/urJtFxFPAp4HP5Xey04CP5WOGpGGStpW0A/BcRFwCfBPYgybHLy96C2BRXuaHWxRhOnBCbaT2PrBDdwNHS9ooIqaQmts/RArqLUnal/S+/KKIWAE8IumIPE35okpEPEO6QfgOqUXi5Vb5a/J+XSbprTnpI8CvKllqfQ7+AXgq5+9Eq33ezNOk49HXzCPdgEH6l9QD1nD+rUhN8ADjulqIiHgeOBE4Jt8U3ggcLmlbAElbS9pR0hBgo4i4CvgyqUNxq3o0j5Xb1+rbQdNJ53St38rWreqwpJ0j4vaI+C/Sf3gb0WzB3cnBvHcYCExW7rAGjCbdxV5Eara6hvT79auI9L/fDyd1hLqH9M7rzaSmw0vyE/7dwLcjYvn62JC+KCLuBu4BjoqI6cClwO/y/v8xKRD8LXBHbpr/D+C0FscP0sXodlLz/UMtVn8aMLjW4YaVTZydOJ301HG/pLuAJ4ALgEvzDWG9WiewPwInA++PiAfztA8Dx+UyzCZd/GuuAI5m1Sf+VvlrxgH/nc+JMaQns5plkn4L/A9wXKcb3GafN3MTMFp9rAMc6fqzr6Q7SO+En22Tv94EUjP0r1nLf1uam/QvA46PiAdITe7Tc92YQXp/P4zUsjmL9CRfe3JvVo++CXwq16MhLdb9c1IL08y87NpXJ5vV4f9W6ix3P3AL6dqwzvnnXM2sKJJuJnWSm9nTZTHrLfxkbmZmVjg/mZuZmRXOT+ZmZmaFczA3MzMrnIO5mZlZ4RzMzczMCudgbmZmVrj/D54/ag8U4aetAAAAAElFTkSuQmCC\n",
       "text/plain": [
        "<Figure size 576x288 with 1 Axes>"
       ]
@@ -546,12 +546,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 75,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 720x288 with 1 Axes>"
       ]
@@ -593,7 +593,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 89,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
@@ -680,7 +680,7 @@
        "Sales                   18956.833333  17519.000           14198.5  "
       ]
      },
-     "execution_count": 89,
+     "execution_count": 12,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -718,12 +718,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 90,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 576x288 with 1 Axes>"
       ]
@@ -769,12 +769,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 79,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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cuJDSpUszduxYAK644gpuvPFG5s2bxxdffEGFChUyvM6HH37ICSecwLx581iwYAHt27fPg5+iiIjsTc3s+SijrUf39sILL/DNN9/wySef8Nhjj/Hxxx8zYsQIpkyZwsiRI4GwU1qpUnuOEZg0aRKTJk2ifv36AGzZsoWlS5dy0kknUaVKFerVqwdAw4YNWbFiBZs3b2bVqlVccsklABQrVmy/12nevDl33HEHd955Jx06dKB58+aIiEjeUzDPR6lbj6ZuYLI/derUoU6dOnTv3p0qVaowYsSITF3/rrvu2mew3IoVK/bZMnXbtm1ktE5/RtcBmD17Nh988AF33XUXbdu2TdtWVURE8o6a2fNRRluPxtqyZQvTpk1Le56UlMTJJ5+cdv7QoUMB2L17N7///vse57Zr147hw4ezZcsWAFatWpX2WukpWbIklSpV4t133wVgx44dbN26NcPrrF69mhIlSnDllVdyxx13MGfOnBz8NEREJLsKds08E1PJctv2bVs5t/Gffdfdr7shw7w1a9ZMd+vR1GANoVb8yCOP0Lt3b4oXL86RRx6ZVit/+umn6dWrFy+++CIJCQkMHTqUM844I+3ctm3bsmjRorS0o446ildffZWEhIQMy/TKK6/Qu3dv7r//fooUKcKbb76Z4XWWLVtGv379KFSoEEWKFEn7YCEiInlLW6DmIm2Bmn/y+3cvItmnLVAzR1ugioiIFGAK5iIiInHugMHczIab2S9mtiAmbYCZrTKzpOjr/Jhjd5nZMjNbYmbtYtLbR2nLzKx/THoVM/vKzJaa2WgzOyI3b1BERKSgy0zNfASQ3mogT7p7vejrAwAzqwl0BWpF5/w/M0swswRgCHAeUBPoFuUF+Fd0rerAb8C1ObkhERGRw80Bg7m7fwpsyOT1OgJvuPsOd/8BWAY0ib6Wufv37r4TeAPoaGYGnAO8FZ3/MnBxFu9BRETksJaTPvO+ZjY/aoYvE6VVBH6OybMySsso/Rhgo7sn75WeLjPrZWazzGzWunXrclB0ERGRgiO788yHAv8APPr+OHANYOnkddL/0OD7yZ8udx8GDIMwNe1Ahazzcp0DZcmSb3p8c8A8iSeW4YJLO/Pw088DkJycTJuGp1G7fkP+PSLzG5FMmzaNxx57jPfeey9T+ZOSkli9ejXnnx+GL4wfP55vv/2W/v37H+BMERGJd9mqmbv7Wnff7e4pwH8IzegQatYnxmStBKzeT/qvQGkzK7xXetwqXuJIli1ZxPZoF7Ivp0+l/PEVsnSN5OTkA2faS1JSEh988EHa84suukiBXETkMJGtYG5msdHpEiB1pPt4oKuZFTWzKkB1YCbwNVA9Grl+BGGQ3HgPK9ZMBS6Pzu8BjMtOmQ4lzVq2YfqUSQBMHDeW9h0vSzv2zdzZXHVxWzq3P5szzzyTJUuWADBixAg6derEhRdeSNu2bfe43tdff039+vX5/vvv+eOPP7jmmmto3Lgx9evXZ9y4cezcuZP777+f0aNHU69ePUaPHs2IESPo27cvAD179uTmm2/mzDPPpGrVqrz1VhiikJKSwg033ECtWrXo0KED559/ftoxERGJHwdsZjez14GWQDkzWwk8ALQ0s3qEJvEVQG8Ad19oZmOAb4Fk4EZ33x1dpy/wEZAADHf3hdFL3Am8YWYDgbnAi7l2d/mkfcdLef6pRzm7dTuWLlrIxV2uZM7MGQBU+Ut1hr/1AYULF+aXxbO4++6707YfnTFjBvPnz6ds2bJp67F/8cUX3HTTTYwbN46TTjqJu+++m3POOYfhw4ezceNGmjRpQps2bXjooYeYNWsW//73vwH22YhlzZo1fPbZZyxevJiLLrqIyy+/nLfffpsVK1bwzTff8Msvv1CjRg2uueaaPPs5iUgcGFDqwHli1KlyUpZfYkyWz5C9HTCYu3u3dJIzDLjuPggYlE76B8AH6aR/z5/N9AXCKTVqs/rnn5g4bizNWp27x7Etm3/n3r/fwE8/LKf4EYXZtWtX2rFzzz2XsmXLpj1ftGgRvXr1YtKkSZxwwglA2I50/PjxPPbYYwBs376dn3766YBluvjiiylUqBA1a9Zk7dq1AHz22Wd06tSJQoUKcfzxx9OqVasc37uIiOQ9rQB3kLRoex5PDLyP82Ka2AGGPPowjc9sztuTZzBhwgS2b9+eduzII4/cI2+FChUoVqwYc+fOTUtzd8aOHUtSUhJJSUn89NNPmVqTPHbL09T1+ON1XX4REdmTgvlBckmXK+h96/9RvUatPdI3b/6d46IBcQfak7x06dK8//773H333WnN7u3atePZZ59NC8Spgf7oo49m8+bNWSpjs2bNGDt2LCkpKaxdu3aPrVZFRCR+FOgtUDMzlexgOa5CRa649vp90q/uczP3/v0GXvnPEDq0b5vOmXtd57jjmDBhAueddx7Dhw/nvvvu49Zbb6Vu3bq4O5UrV+a9996jVatWDB48mHr16nHXXXdlqoyXXXYZkydPpnbt2pxyyik0bdqUUqWy1j8mIiL5T1ug5qJ43AJ1y5YtHHXUUaxfv54mTZrw+eefc/zxx+d3sbIsv3/3IgVWXgyA+2fWpuNmZwvU7b89kaX8t4/O3BofeWl/W6AW6Jq5HFiHDh3YuHEjO3fu5L777ovLQC4icrhTMD/MqZ9cRCT+aQCciIhInFPNXKQgyWL/ZjhnU+6XQ0TylGrmIiIicU7BXEREJM4V6Gb2Rafl7lSlGosXHTBPbm2B2rJlSx577DEaNWrE+eefz2uvvUbp0lmbyjZixIg91msXiRePd+mQpfyH4jQikbxUoIN5fojdArVY8eLZ2gJ1b7Fbm4qIiOxNzewHwf62QN269Q/uv70vf73gnLQtTAG2bdtG165dqVu3Ll26dGFbtB86QOXKlfn1118BGDlyJHXr1iUxMZHu3bsDMGHCBJo2bUr9+vVp06ZN2kYqIiJyeFAwPwjad7yUD8e/zY7t21m6aCF16v+5YM8LzzxOk7Oa89r7U5g6dSr9+vXjjz/+YOjQoZQoUYL58+dzzz33MHv27H2uu3DhQgYNGsSUKVOYN28eTz/9NBDWWP/yyy+ZO3cuXbt25ZFHHsmzexURkfynZvaDYH9boM74dCrTPp7IyOf/TbEiCWlbmH766afcfPPNANStW5e6devuc90pU6Zw+eWXU65cOYC07VJXrlxJly5dWLNmDTt37qRKlSoH+Q5FRORQomB+kKRugfrimAls3PhbWrrjPDFsJJWrVd9nbXYz2+813T3dPDfddBO33XYbF110EdOmTWPAgAG5cg8i6cnqwNLMDBwVkZxRM/tBktEWqGeefQ6vvTRsny1Mzz77bEaNGgXAggULmD9//j7XbN26NWPGjGH9+vUAbNiwAYBNmzZRsWJFAF5++eWDc0MiInLIKtA18/ysEWS0BWqvW/rxyIN3cfm5Z1G0cKG0LUz79OnD1VdfTd26dalXrx5NmjTZ59xatWpxzz330KJFCxISEqhfvz4jRoxgwIABdOrUiYoVK3L66afzww8/5MUtiojIIeKAwdzMhgMdgF/cvXaU9ihwIbATWA5c7e4bzawysAhYEp3+pbtfH53TEBgBFAc+AG5xdzezssBooDKwAujs7n+2S8eZL5es3Cet8RnNaHxGMwCKFS/O/YOfAvbcArV48eK88cYb6V5zxYoVaY979OhBjx499jjesWNHOnbsuM95PXv2pGfPnlm9BZFcNeT6KfldBJECLzPN7COA9nulfQzUdve6wHfAXTHHlrt7vegrtmo6FOgFVI++Uq/ZH5js7tWBydFzERERyaQDBnN3/xTYsFfaJHdP3U3+S6DS/q5hZhWAku4+w0Nn8Ujg4uhwRyC1o/flmHQRERHJhNwYAHcNMDHmeRUzm2tm/zWz5lFaRSC2/XlllAZwnLuvAYi+l8/ohcysl5nNMrNZ69aty4Wii4iIxL8cBXMzuwdIBkZFSWuAk9y9PnAb8JqZlQTSm3PlWX09dx/m7o3cvdGxxx6b3WKLiIgUKNkezW5mPQgD41pHTee4+w5gR/R4tpktB04h1MRjm+IrAaujx2vNrIK7r4ma43/JbplEREQOR9mqmZtZe+BO4CJ33xqTfqyZJUSPqxIGun0fNZ9vNrPTLax6chUwLjptPJA6PLtHTLqIiIhkQmampr0OtATKmdlK4AHC6PWiwMfRimSpU9DOBh4ys2RgN3C9u6cOnuvDn1PTJvJnP/tgYIyZXQv8BHTKlTsj96fE3PjcOQfMs3bNKh6+px/fL11CSkoKZ7dpx233PMTypUtYt3YNzc9pC8DQJwZT7YRy3HHHHblaRhEROfwcMJi7e7d0kl/MIO9YYGwGx2YBtdNJXw+0PlA54oG78/frrqJz92t4evhr7N69m4fuvJVnH/kH1U6pwcL5c9OCeU7t3r2bhISEXLmWiIjENy3nmotmfv4pRYsW5eIuVwCQkJBAvwcG8fYbr/Dkww8wacI7dG7XnA/Hvw3At99+S8uWLalatSrPPPNM2nVeffVVmjRpQr169ejduze7d+8G4KijjuL++++nadOmzJgxI+9vUEREDkkK5rlo2XeLqVmn3h5pRx1dkhMqncR1N99B2wsvYcxH02l/0aUALF68mI8++oiZM2fy4IMPsmvXLhYtWsTo0aP5/PPPSUpKIiEhIW3N9j/++IPatWvz1Vdf0axZszy/PxEROTQV6LXZ85w7pLfzWQa7nV1wwQUULVqUokWLUr58edauXcvkyZOZPXs2jRs3BmDbtm2ULx+m3ickJHDZZZcd1FsQEZH4o2Cei6qdchqffDB+j7Qtm3/nf6tXkVBo30aQokWLpj1OSEggOTkZd6dHjx7885//3Cd/sWLF1E8uIiL7UDN7LmrarAXbt21jwlthw5Tdu3fz+D/u46JOf+WYY8uz9Y8tB7xG69ateeutt/jllzDdfsOGDfz4448HtdwiIhLfCnTNPDNTyXKTmfHkC68w6J47GPb0o6SkpNDsnHO5+c772LZ1K8OHPEXnds255sa/Z3iNmjVrMnDgQNq2bUtKSgpFihRhyJAhnHzyyXl4JyIiEk8KdDDPD8efUIlnX9p3K9Mjihbltff3nPceuwXqggUL0h536dKFLl267HONLVsOXLMXEZHDj5rZRURE4pyCuYiISJxTMBcREYlzCuYiIiJxTsFcREQkzimYi4iIxLkCPTXt8S4dcvV6t49+b7/HN/62gV5dOwLw67pfKFQogbLHHAPAqAmTKXLEEZl6nXvvvZdy5cpx6623Zrps99xzD23atKFVq1aZPgdg2bJlXH755SQlJe2TXqdOHU477TS2b99OyZIl6du3L927d8/S9UVE5OAr0ME8r5UuU5YxH00Hwn7lJUocSY/rb8qT1x40aFCuX/PUU09l7ty5QAjul1xyCUCuBHRt4SoiknvUzJ5Hxr/5On/t0JrO7Zoz6O7bSUlJAeD999+nQYMGJCYm0rbtn3udf/PNN7Ro0YKqVasyZMgQIATU2rVrc+2111KrVi3OO+88tm/fDsCVV17Ju+++C8BXX33FGWecQWJiIk2bNmXr1q0sX76c5s2bU79+fRo2bMhXX32VpfL/5S9/4fHHH0/bqnXLli307NmTJk2aUL9+fSZMmACEnd0uu+wyEhMT6datG40aNSIpKYnk5GRKly7NvffeS5MmTZg5cyZff/01LVq0oGHDhpx33nmsXbsWgKVLl9KuXTsaNmzI2WefzXfffZeDn7yISMGnmnkeWLr4W6Z8+B4j3/2IwoUL89Cdt/LhuLEc3+lC+vTpw/Tp0zn55JPZsGFD2jnfffcdkydPZuPGjdSoUYPrr78egCVLlvD6669Tp04dLr30Ut599126du2adt727dvp2rUrY8eOpUGDBmzatImiRYtSoUIFPv74Y4oVK8bixYvp0aNHlgN6gwYNWLx4MQAPPfQQ7du3Z8SIEfz22280bdqUc889l2effZbjjz+esWPHMm/ePBo0aJB2/qZNm2jQoAEDBw5kx44dtGrVivHjx1OuXDlGjRrFfffdx7Bhw+jVqxcvvPAC1apV4/PPP6dv375MmjQpJ78CEZECTcE8D3z12X9ZMG8uf70g9Gdv3yHF/EYAACAASURBVL6d4ypUZMaMGbRq1Spt3fWyZcumndOhQweOOOIIypcvT9myZVm3bh0Qash16tQBoGHDhqxYsWKP11q0aBEnnXRSWhA94uef2Qls3LSJ2x5+mG+++46EhAR++Plnti1YwPaffiJl+3a2xSwnW7x27XTvw93THk+aNImJEycyePDgtHv66aef+Oyzz7jzzjsBSExMpFatWmnnHHHEEWlN9YsWLWLhwoW0adMGCM3ulSpVYuPGjXz55Zd7bPWanJycmR+ziMhhK1PB3MyGAx2AX9y9dpRWFhgNVAZWAJ3d/TcLG3c/DZwPbAV6uvuc6JwewL3RZQe6+8tRekNgBFAc+AC4xWMjR5xzdy7ucgV9+92zR/qymVPS3ecc0t8edX/psa+V3jWffvllKh1/PMMHD2ZXcjLHNmmS5fuYO3cuNWrUSHudd999l2rVqu3z+hkpXrx4Wtncnbp16zJ9+vQ98vz222+UK1dunwF5IiKSscz2mY8A2u+V1h+Y7O7VgcnRc4DzgOrRVy9gKKQF/weApkAT4AEzKxOdMzTKm3re3q8V105v1oJJ773LbxvWA2HU+5pVP3PWWWcxZcqUtC1OY5vZs6tWrVr8+OOPzJkzB4Dft2xh9+7d/L5lC8cfeyxmxqvjxpHVT0rff/89/fr146abwoC+du3apfWfA2kD5Zo1a8aYMWOA0O//7bffpnu9mjVrsmrVKmbOnAnAzp07WbhwIWXKlKFChQq88847AKSkpDBv3rwsllZE5PCSqZq5u39qZpX3Su4ItIwevwxMA+6M0kdGNesvzay0mVWI8n7s7hsAzOxjoL2ZTQNKuvuMKH0kcDEwMbs3lepAU8nySvUatbj+1v+jd7eLSUlJoXCRItz78BMc17QOQ4cOpWPHjrg7J5xwAhMn5uy2ixYtyuuvv06fPn3Yvn07RYGJL7zA9d26ccVttzFm4kRaNW1K0SJFDnitJUuWUL9+fbZt20bJkiW5/fbb00ayP/DAA9x6663UqVOHlJQU/vKXvzBu3DhuuukmrrrqKurWrUuDBg2oXbs2pUqVSrecb731FjfffDObN28mOTmZ22+/nVq1avHGG2/Qp08fBgwYwM6dO7nyyitJTEzM0c9FRKQgs8y2ZkfB/L2YZvaN7l465vhv7l7GzN4DBrv7Z1H6ZEKQbwkUc/eBUfp9wDbCh4DB7t4mSm8O3Onu+50k3qhRI581a9YeaYsWLUprBs4P81duzFL+2C1QD5bYvvDMyqjPPDOSk5NJTk6mWLFiLF26lLZt27J06VIKFz64wzPy+3d/yBiw7wenA5+zKUvZF52WtZ/zlJZDspQfYPtvT2Qp/6Hywb1AyuJ7qk6Vk7L8EmP+mbVxMYfre8rMZrt7o/SOHYz/sOl1Ans20ve9sFkvQnM8J52U9TeMHHxbtmyhdevWJCcn4+48//zzBz2Qi4gc7nLyX3atmVVw9zVRM/ovUfpK4MSYfJWA1VF6y73Sp0XpldLJvw93HwYMg1Azz0HZ5SApXbo0s2fPzu9iiIgcVnKyaMx4oEf0uAcwLib9KgtOBza5+xrgI6CtmZWJBr61BT6Kjm02s9OjkfBXxVwrywrQIHjJJP3OReRwl9mpaa8TatXlzGwlYVT6YGCMmV0L/AR0irJ/QJiWtowwNe1qAHffYGb/AL6O8j2UOhgO6MOfU9Mmks3Bb8WKFWP9+vUcc8wxGU75koLF3Vm/fj3FihXL76KIiOSbzI5m75bBodbp5HXgxgyuMxwYnk76LCD7o64ilSpVYuXKlWkLrOS1tb9ty1L+RZuLH6SS/GlXtERqVhSJszXTixUrRqVKlQ6cUUSkgCpQI5OKFClClSpV8u31z+v/fpbyrxh8wUEqyZ8WXXJpls+psXjRQSiJiIgcLNpoRUREJM4pmIuIiMQ5BXMREZE4p2AuIiIS5xTMRURE4lyBGs0ed/JgHW0RESn4VDMXERGJcwrmIiIicU7BXEREJM4pmIuIiMQ5BXMREZE4p2AuIiIS5xTMRURE4pyCuYiISJxTMBcREYlzCuYiIiJxTsFcREQkzimYi4iIxLlsB3MzO9XMkmK+fjezW81sgJmtikk/P+acu8xsmZktMbN2Mento7RlZtY/pzclIiJyOMn2rmnuvgSoB2BmCcAq4B3gauBJd38sNr+Z1QS6ArWAE4BPzOyU6PAQ4FxgJfC1mY1392+zWzYREZHDSW5tgdoaWO7uP5pZRnk6Am+4+w7gBzNbBjSJji1z9+8BzOyNKK+CuYiISCbkVp95V+D1mOd9zWy+mQ03szJRWkXg55g8K6O0jNL3YWa9zGyWmc1at25dLhVdREQkvuU4mJvZEcBFwJtR0lCgGqEJfg3weGrWdE73/aTvm+g+zN0buXujY489NkflFhERKShyo5n9PGCOu68FSP0OYGb/Ad6Lnq4ETow5rxKwOnqcUbqIiIgcQG40s3cjpondzCrEHLsEWBA9Hg90NbOiZlYFqA7MBL4GqptZlaiW3zXKKyIiIpmQo5q5mZUgjELvHZP8iJnVIzSVr0g95u4LzWwMYWBbMnCju++OrtMX+AhIAIa7+8KclEtERORwkqNg7u5bgWP2Suu+n/yDgEHppH8AfJCTsoiIiByutAKciIhInFMwFxERiXMK5iIiInFOwVxERCTOKZiLiIjEOQVzERGROKdgLiIiEucUzEVEROKcgrmIiEicUzAXERGJcwrmIiIicU7BXEREJM4pmIuIiMQ5BXMREZE4p2AuIiIS5xTMRURE4pyCuYiISJxTMBcREYlzOQ7mZrbCzL4xsyQzmxWllTWzj81safS9TJRuZvaMmS0zs/lm1iDmOj2i/EvNrEdOyyUiInK4yK2aeSt3r+fujaLn/YHJ7l4dmBw9BzgPqB599QKGQgj+wANAU6AJ8EDqBwARERHZv4PVzN4ReDl6/DJwcUz6SA++BEqbWQWgHfCxu29w99+Aj4H2B6lsIiIiBUpuBHMHJpnZbDPrFaUd5+5rAKLv5aP0isDPMeeujNIySt+DmfUys1lmNmvdunW5UHQREZH4VzgXrnGWu682s/LAx2a2eD95LZ0030/6ngnuw4BhAI0aNdrnuIiIyOEoxzVzd18dff8FeIfQ5702aj4n+v5LlH0lcGLM6ZWA1ftJFxERkQPIUTA3syPN7OjUx0BbYAEwHkgdkd4DGBc9Hg9cFY1qPx3YFDXDfwS0NbMy0cC3tlGaiIiIHEBOm9mPA94xs9RrvebuH5rZ18AYM7sW+AnoFOX/ADgfWAZsBa4GcPcNZvYP4Oso30PuviGHZRMRETks5CiYu/v3QGI66euB1umkO3BjBtcaDgzPSXlEREQOR1oBTkREJM4pmIuIiMQ5BXMREZE4p2AuIiIS5xTMRURE4pyCuYiISJxTMBcREYlzCuYiIiJxTsFcREQkzimYi4iIxDkFcxERkTinYC4iIhLnFMxFRETinIK5iIhInFMwFxERiXMK5iIiInFOwVxERCTOKZiLiIjEuWwHczM70cymmtkiM1toZrdE6QPMbJWZJUVf58ecc5eZLTOzJWbWLia9fZS2zMz65+yWREREDi+Fc3BuMnC7u88xs6OB2Wb2cXTsSXd/LDazmdUEugK1gBOAT8zslOjwEOBcYCXwtZmNd/dvc1A2ERGRw0a2g7m7rwHWRI83m9kioOJ+TukIvOHuO4AfzGwZ0CQ6tszdvwcwszeivArmIiIimZArfeZmVhmoD3wVJfU1s/lmNtzMykRpFYGfY05bGaVllJ7e6/Qys1lmNmvdunW5UXQREZG4l+NgbmZHAWOBW939d2AoUA2oR6i5P56aNZ3TfT/p+ya6D3P3Ru7e6Nhjj81p0UVERAqEnPSZY2ZFCIF8lLu/DeDua2OO/wd4L3q6Ejgx5vRKwOrocUbpIiIicgA5Gc1uwIvAInd/Iia9Qky2S4AF0ePxQFczK2pmVYDqwEzga6C6mVUxsyMIg+TGZ7dcIiIih5uc1MzPAroD35hZUpR2N9DNzOoRmspXAL0B3H2hmY0hDGxLBm50990AZtYX+AhIAIa7+8IclEtEROSwkpPR7J+Rfn/3B/s5ZxAwKJ30D/Z3noiIiGRMK8CJiIjEOQVzERGROKdgLiIiEucUzEVEROKcgrmIiEicUzAXERGJcwrmIiIicU7BXEREJM4pmIuIiMQ5BXMREZE4p2AuIiIS5xTMRURE4pyCuYiISJxTMBcREYlzCuYiIiJxTsFcREQkzimYi4iIxDkFcxERkTinYC4iIhLnDplgbmbtzWyJmS0zs/75XR4REZF4cUgEczNLAIYA5wE1gW5mVjN/SyUiIhIfDolgDjQBlrn79+6+E3gD6JjPZRIREYkL5u75XQbM7HKgvbv/LXreHWjq7n33ytcL6BU9PRVYkqcFjU/lgF/zuxBSoOg9JblN76nMOdndj03vQOG8LkkGLJ20fT5luPswYNjBL07BYWaz3L1RfpdDCg69pyS36T2Vc4dKM/tK4MSY55WA1flUFhERkbhyqATzr4HqZlbFzI4AugLj87lMIiIiceGQaGZ392Qz6wt8BCQAw919YT4Xq6BQt4TkNr2nJLfpPZVDh8QAOBEREcm+Q6WZXURERLJJwVxERCTOKZhLvjCzBDNLb0qiSL4ys5L5XQb5k5kVilYJlf1QMJd84e673d3N7AQzOzK/yyMSBY1GwEUxafrAmc/cPcXdd+d3OQ51CuZyUFmwz6dqM+tgZlOAT4Cz8r5kInu2ELl7ClAC6GFmE8zsUaB8vhbwMJNei52Z1TCzp8xskpnVzq+yHeoUzOWg8mA3gJmdGH0vB1wG3AXUcvdJ+VhEOQzFBPDUFqJy0aGTCHtF7AD6u/va/Crj4cDM9ohBMb+PhOh4NeBfhKW7b3X3BWotSd8hMc9cCobUP8yohpOadjQwAGgFzDez2cD/A84AfgIamNkmYJa7f5fnhZbDQvTeNHffbWaF3D0l6t5pDPwzyvMfdx9uZruARkDKfi4pOWRmVwInRj/3X6MAfiVwKbDYzJ4nLOtdF/g/oHhUIVgDJOdXuQ9VqplLjsR+so76tlLMrIKZnR0l1waWA82AZ4FHgL8A1wIbCf8wrwOeMLPieVp4OWzE9rtG79GjgI+BHoRAcS1wo5nVAxYAZYDW+VXegii1yy3mf8YGwv+CStHztoQPV4OA2cAo4EdgHHA34Xf1X8LvS+MZ9qKauWSLmVnUhB5bC68CPAlUAV4HPiUE6tLAOUBF4HFgrbsvAT6PzvsauA/Ymac3IQWSmSXsPWDKzJoSAnZ14Gl3f9fMpgKnEFqFtpnZx8B17n6jmf0PaAB8YmZV3f37vL6PgsDMygBb3X2HhxXKYn8v04BOwGlAEnAN8AHQAuhGaFov4+63xFxvapQP14pne1DNXLIl9Q/JzJqY2UgzOxVoAyx390R3Hxxl/YQQyPu7+xnufi/RjnhmdmM0CG4E8A7p7JQnkhl7tRDtHchLAlcQ3mM3AVeZ2fXR8yOAo6KsrxG6gyDUBi8xs+XAWWamik8mmdkRZtbbzCYBY4DKUXp5M7szGsxW1d23AguBetHv6GdC//hG4GJ370aovWNml5vZU8CDwOi8v6tDn4K57NfeA1SitKPMrIyZ/RMYCLxH2Iu4JvBDlKdolH0CsBkobWZFzewy4F9mVprwh/ygu9d195GxtXyRA4mabfcYp2FmRczsajP72Myui7I2IdTASxFajsoRAsccwuj1OlFL03wgwcy6ufvXwN+Auu7+irurjzbz7iA0mT8OXAx8b2btgeGE1uDlwN1mVhWYSGixq0PYm2Oxu//H3X8ys1MIvwOAesBa4AJ3fy1P7yZO6NOm7CN1gBDsOZgtOnYtcLm7n2dhh7vS7j4mOmbAejMr7u7bovM3m9k9hD/KpoTBK8PcfSOhmU0k01K7dyCtdSi1lacrUBVYTGhKfxnoZGbrCX3gjYClwP+5+9yY631NGHD1JbAVuApYHr3OwihPIX3QzJyoBaMR8KS7T48ZbPgp8BUhcN8FnA4scvfHzewP4NRo8OENZjacUJs/Hvh/ZlY4atGT/VAwlzQZ9IMfC9wJ/NvdVwCTCJ+qjyR8qi5nZtXdfSkwA7iQMOr0PaA38K27jzSzd4Ai7r4hj29LCoDUoBDbTxq1/lxCGKhWhPBBcQTQ1t2/jKab1QeWEfpiv3b3uWZWBOhF+DA5Kjp/F4C7f7X3ayuQZ0kh4Fugr5m1BtzM1gHTCXP2bwPeIIynaRQ1r38OtDKzD929o5mdDhzl7p/kzy3EJzWzH8Zimylhj37wc83sVjMr6e7rCJ+0G0b/UH8mDEzpQtiHfhNhmhnAu8BLhD7yT4CihACPu29WIJesiB2tHNOMXt3M+plZFXffQRhs2YRQ476L0HXTNDotCTgaOBJ4AbjSzMYBswjv2T/cfaG7P+Puu9J7Xckad99JaF43QkuJEQYe3kH43zDZ3V8B/iAMdGsFTAZWEE0FdPcvFcizTlugHqZimytj0goRBpeUBlYSWm4eIdRuzgT6Rc3mVwNd3b2dmd0C1HT33jHXKeXum/LqXqTgiAJpoXQGsV0I1CCsFvgbcCJhvYJvgX7AKHefbGZdgHvdvY6ZlSLMkthEGNtRlPBB87/u/sder6nR0QdB1HpiQF+gM2E0+0RCBWEO8Im7f5Z/JSw4VDM/TFhYdzq2puNmdryZ3Wtmj5nZCUBzINndz3X3qwk173sIo35PAU5OPR04w8wqEmo5y6IBbanXViCXTDOzambWDvZZMbB1NEgKwgCovwHPuntPYCTQB1gNrCe8P3H30UA1Mzsleh9+RWgdSnD37e7+gbv/Ef09FIp5TQXygyBqPSlOaD25DniO0Fpyn7sPUCDPPeozP0ykM5DtdOAJQr/h2+6+2swqE+bWpn6ifo2wItMuQmDva2bbCUtdvg9UcPfPieaLi2RTB+AUM/vO3X8ws4uBwYTWodVm9j4hCLQDNkTdPS+b2QDCtLIFQC0z+4u7LyNMh6oLfOfub6b3guoHP7jM7CTCWISOhK6QT4Hv3X1evhasAFPNvIAxs3pRUN47vYOZDYlGixYiNDn+SpjXuTQK3l8CW82sefSJ+njC6OCjgX8AXxD6tZ53927uPitPbkoKjL3HaUQ+J3xATN1EowNh8ZY2hAFq/YDfCdPJGvLn/60lhBr5t4TaXxkAd+/p7m/FvubBuRvZj7WEQYnjgKbufpO7b87nMhVo6jMvAKIm7lsJ/YGlCTWVSe4+IvrH2YNQq3mFsLDLZmAYYUDKJmAbcALwKKEpvSOhdnMZYfrI/+XpDUmBkl6fdPSePdvdx0dTHO8FNrv7o2a2BLgymuuNmY0GXo1OHQj8h7AMaE3gAkK3j+01iG2fVeBECjI1sxcMNQl923XdfZGZXQH0NLM3o/7Bswjzbo8k/PObSgjiHdx9h4UlFzsBl7p7LzP7DriaMIXkjfy4ISk49grihQhr9DcGZpvZ+YQPkV8C50djN94B/kro2oHQL3408CHhg+iRhFr6E3uPQo+Zg65ALocVBfMCwN2/MLNFhH9yEKbnLANKRbWeUsAQwkj1zu6eFNWWSphZTUKt/RLCBwLcfSoh4IvkCjMbTAjSawh92TeaWUNCM+wPhA+b7QlB/kVgspmNJSwekgg87u4bolr7H+7+7+i6ey8iI3JYUjCPExk1G8akTwK6E0aXX0wYvbvawu5Q3xKay++PzqlCaE5fBtxAqO1c52E5S5EssfS3vq1IWPhjSZRUjjAQqjRwn5ldShhY+SAwwt13mdkqoJ67jzOzvxEWHTqSsEXp6ug604DzzGwkoVleAVwE9ZnHHQv7+W6M5nun/RO1sNHJVMLAk+2EQUJzCEsnFgPeBOby5zrIjwIvudacllwS9YOf7O7zzOxWwpiLCwi74Q0irMI2h2hLXHf/NjrvOMIAtzbARYRdzRak9wE2es9rKpnIXhTMDzF7BWiL5oMfRVgtqR+hyfxbd78i5pzUfFMJi2e8EPU9PkMYfX4n8AthYFth4PXYvkaRzLCwPGcXwspqX8cMUDsOeIqwleXnhA+b95rZI4Ta932E5vTn3f29aBW2FYRtcpsTgvjDhH7zEu7+W8xr7lPrF5F9KZgfolJrJWZWDBhAWPnqfnefGg1Qu9Pd34nyFnb3ZDO7DWji7l2j9IqEvX//6+6f5s+dSDyzsI55D0ILz7eEZu7iqWnu/paZnQccGT1uS1iDoDHwHWHGxGeE5vVd7j446uZpQxjk9i0w0tNZE11EMk/BPB9l0Ix4DuEfZTXCUqoTCf/4+hEC+NdR0G7g7ldG56TWzI8FvgequPuveXkvUjCZWQnCe6+qu/eISf8r0JWwClt/wgpfWwk18TGEAL3TzBIJaxmcCNzj7u/m8S2IHBa0aEweM7OE1Mcxy1YWib7XIjSFvwbcAnQjTBmbTZg7Xjk69TWgZrTKUurSrIU8bIrSTIFcsiqjhVXcfSthSdQ/zKx2zKEphBXaLiWMUq8GtHP3tu7+AnBc9CFzHmF8xkbCB829XzchnUVkRCSL9EeUR2L6/lIDeGEzu8TMFgD/sLAL1EJC/+KxwNOEf5Bd3f0XwpSe6hY2MfkfoRZ0cer1Y/rYtVyiZJqZtTSzl4EnzezovY6lBvilwBZCV0+qX4H5QC1CX/dm4FwL66zfSVjcpQqAu09297PSmy3h7rvVHy6ScwrmB9FetfCUqBbSycxeIOwiVIVQA/+dsAIWhJ2hzovSOwGlzawGoXZ0GmHNaQibFoyMfT2N8JWsMLOTCftLzyIs5LJHl0/M++lnwjTGWmZWLPrQmEyY//1rVHu/FWhJWGSoKmFE+h41cTPTVFiRg0TBPJel14wepbck7PF9BmHE7+1AUXefTNgHvKyZnUJYwOUXd59NWNmtPNCTsC76O4Tmdtx9kbtvzINbkoKrEVDS3Z919+VRUN5DFLh3EtboLwqcGnXrJBBmVswHcPdxhD7xxu7e293n7H0tTYMUOXgUzHMoqm23MbPLYJ8AXtzMllvYxOQ3Qq16jLu/RJiqY1Hz+0+Ef5ZtgLHAqdE0s5sJI9lHe9i+8Z3YaTsiBxJ152S00cj7hJafl6Jaeuo5j0Sj0uHP/xHLgFXAdRZ2K5sHbCB8wAQgCvrqBxfJB/qDy4YoOKc6glDDaR0da2Vml5vZ0e6+jdCEflXUlz2OP/sd3wHOBI5z9y2Efse/EoJ6H+D/AR3d/Y30ajkiGTGzY6I53rh7cnrdL9FMiu2EDXdOBv5pZs+Y2bmEwWqrovN3R99XR2mp79+O7t43vfUK1A8ukvcUzLMoCuS/mlkpgChgfxwOWWXCiPNzgQrRKU8C10ePPwFOj86bTFiqMvWf49eEqWgJ7v6ju7+ZWtMRyYzULh53Xw/cYWaVzay6mf3bzNqlHo+aznebWUnC+3QwcAehtv0U4f36a0z+1P8Tr7l7fXcf4O7LLdD/EJFDgP4Qs8jDPt9zCYPTUtUmNKGfDkwAShBNI3P3kYRpZBWA6UDxqP8cwi5QaTUfdx+vAC5ZldqMvteaBUMJ24b2Juwr/VfCoMk07v47YWnf46P334uEVdkWErYZbRPlS4m+b4ter3Dq2gaqgYscGrRoTDaYWSfC3NkRwPnAesJGEDuBGwnrUK8D/h0tnPE9YQnVe8zsYeAbd389XwovcS8K3uZ7bmxSgrDaXz3C++9IwuC0Ou6+0My6EGZJ3OZh97HUVQO7AR0IH0CrED6oPg4sjT64ikgcUDDPJjPbQAjmD7v7r9FI9NuB5wgbm/QirD+9lWh1LHfvkVqjyZ9SS0ETve+WAm8R5oK/Csx0901mtgbo5u7TzKwuYSzGR+7+bmowj65xLKFraKa7L4u5diHVvEXig5rZs28SYUOJ1NXWNhNWxDrf3WcQ5u02IGx0ck3qUpgK5JIV0chwix4Xir5XNrOLzGwScAVhOuNWwvvsY+CP6PSRhPUMILw3vyPsGb7HNDF3X+fur7n7sth+cAVykfihRRyy7xlC/+JDAO6+xsx+AuqZWcloBHrH/CygxL+YFQOPI0wFSyH0fbcGnnD3MWbWHdgdDWorQejuAfg3f84D32Bmi4DCZlY8tf87VkyrkT5wisQZ1cyzyd2/AI6JGcwGMNbd/x4NLBLJNDMrFLvgUJSWYGZdzey/hGmNt0QDKV8lBPYtUdbPgEQzq+PuW6O+8FPd/WfgFzO7IMr3kbs/ml4gB7UaicQz1cxzpj+hpgRANF9cJMv2Gsx2QjSvuyJwPHAtoRl9CGH70YGEtfpLmVlRd//BzN4B7or6yZsBM83s70Ajd98c2/+tcRsiBY8GwInksagGnhIbUM2sLGEUemPCiPIp7v66mRUnrATYjTBD4ndCP3h74FRgqLv/aGHnvTqE/vPP3H16zLUVvEUKONXMRfJYTD/4iUBxd/+OsBrg14RAfTlhJ735hDniNQiLC5UgDGo7C5gKdCasZ/BjtBLbnOiL6Pqpc8EVyP9/e/cWYlUVx3H8+8sExSktStPIdGIKs0RKLcHKl4QiomwoulCiaAUWZWoPgWEPKkQ9RDUTldhFYlIarIhGgsKMITU1Q4tAG+ohMroMkzjl5d/DWgcPp6lxmovsM7/Py5mz19pnrTMw82etvff/b1blfM3crJ/kO8OHlL/PrzdI+hD4gPTEA8C9pFV1E/AosDZSSdw64JqIOEQqN1oD3BoRbcAqUgGeynFLd6M7iJsNEt5mNxsAkiYD+yOiU1IpKUtjWfsSUhrVmyPim3xsZH5evBkYD3SSAvj2SDXuzcwAb7Ob9ZqkOlKZ2jpS9rSdEXFEUg0pI+B80iNin0t6HzgILMjXw4+Qnv/eDNwHdCrV/b4LmCRpDWnVfkFE7BvYb2ZmReFtdrNekPQ60Ar8BOwjZQGcm5vHA2dFxCWkm9sWk66NvwqsJaUAvgx4PCjdLwAAA/dJREFUHDhKyh64knQDXD3wcUS0R0RHKZC7sImZdcUrc7Pe2QOMi4jn8kr8YWBcbqsFZkv6iJQrfS2wKVc1awCQ9C0pzeqhiGiQ1ERKANPe1WDOymZmXXEwN+udBmAFpDwDkmqBDbltBOlxstciYmPpBEnnkarsPZUPvcOJ+uG/5j6nke5pKa+EZmbWJd8AZ9ZLkj4hFTs5QiqN+yKwGjgHWEa6sfyRnHa1HlhOKn17dkRsOyWTNrOq4mBu1ks5Xep7pKInbcBSYBSp5OgYYAlwFWmVvj4i3q44/x9JZMzMesLB3KwPSPoFuLCU0lfSJlLwXg60A8Pys+JmZn3OwdysD0jaQCqJuzC/Hwupml5ZH18HN7N+4cdczPrGM5yoI05E/FgeyPOx4w7kZtYfvDI3MzMrOK/MzfpIzsWuUz0PMxt8vDI3MzMrOK/MzczMCs7B3MzMrOAczM3MzArOwdyswCQdk7Rb0l5JX0paMhCV1STNkzSu+57FGMes6BzMzYrtcERMjYjJwPXAjcCT/TlgTj87jxPV4frTQI1jVmgO5mZVIiIOAouAxfkpuSGSnpa0XdIeSfcDSJotaYukZkn7JDWWVvOSGiTtyCv9laXPltQmaYWkrcCdwDRgfd4VGJ7bV0lqzedfIalF0n5JD5R9zrKy+azMxyZI+lrSy3nczfkz6yvHGbBfplnBOJibVZGIOED6ux4NLADaI2I6MB1YKGli7joDeAy4HLgImJuPPxER00glWq+TNKXs4zsjYlZEvAnsAO7OuwKHc/sPETET+BRYR6oQdzW51KukOUBdHnsqcKWka/O5dcALeYfhd+C2XDa2q3HMrILrmZtVn1LimjnAlLzCBRhJCpp/Adty4EfSW8AsYCNwu6RFpP8NY4FLgT35/KZuxn03v34F1EREB9AhqVPSqDyfOcCu3K8mz+d74LuI2J2PfwFM6OmXNhvMHMzNqoikWlKt9IOkoP5QRLRU9JkNVGaLirxqXwpMj4jfJK0DhpX16a7q25/59XjZz6X3p+f5rI6IlyrmM6Gi/zHAW+pmPeBtdrMqIelcoBF4PtdGbwEelDQ0t18saUTuPkPSxHyt/A5gK3AmKWC3SxpDqsf+bzqAM3o4xRZgvqSaPJ/zJY3u5pz/M47ZoOOVuVmxDZe0GxgKHAXeAJ7Nba+Qtqt35pzxPwO35LZWYA3pmvkWoDkijkvaBewFDgCf/ce464BGSYeBmScz0YjYLGkS0JpT2P8B3ENaiZ/UOL5ubtY152Y3G2TyNvvSiLjpVM/FzPqGt9nNzMwKzitzMzOzgvPK3MzMrOAczM3MzArOwdzMzKzgHMzNzMwKzsHczMys4P4GqRCJNDnS6boAAAAASUVORK5CYII=\n",
       "text/plain": [
        "<Figure size 576x288 with 1 Axes>"
       ]
@@ -824,7 +824,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.8"
+   "version": "3.7.4"
   }
  },
  "nbformat": 4,
diff --git a/03. Scatter Plots.ipynb b/03. Scatter Plots.ipynb
index 5b75238..4bed904 100644
--- a/03. Scatter Plots.ipynb	
+++ b/03. Scatter Plots.ipynb	
@@ -16,7 +16,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -30,7 +30,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
@@ -39,14 +39,14 @@
        "(1470, 35)"
       ]
      },
-     "execution_count": 10,
+     "execution_count": 2,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
     "# lets import the dataset\n",
-    "data = pd.read_csv('employee.csv')\n",
+    "data = pd.read_csv('Datasets/employee.csv')\n",
     "\n",
     "# lets check the shape of the dataset\n",
     "data.shape"
@@ -54,7 +54,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -266,7 +266,7 @@
        "[5 rows x 35 columns]"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 3,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -278,7 +278,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
@@ -431,12 +431,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 648x360 with 1 Axes>"
       ]
@@ -461,12 +461,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 648x360 with 1 Axes>"
       ]
@@ -509,12 +509,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 1152x432 with 1 Axes>"
       ]
@@ -572,7 +572,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.8"
+   "version": "3.7.4"
   }
  },
  "nbformat": 4,
diff --git a/04. Pie Charts.ipynb b/04. Pie Charts.ipynb
index ef8b40b..f619843 100644
--- a/04. Pie Charts.ipynb	
+++ b/04. Pie Charts.ipynb	
@@ -19,7 +19,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -33,7 +33,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
@@ -42,14 +42,14 @@
        "(1470, 35)"
       ]
      },
-     "execution_count": 3,
+     "execution_count": 2,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
     "# lets import a dataset to work with\n",
-    "data = pd.read_csv('employee.csv')\n",
+    "data = pd.read_csv('Datasets/employee.csv')\n",
     "\n",
     "# lets also check the shape of the dataset\n",
     "data.shape"
@@ -57,7 +57,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -378,7 +378,7 @@
        "4                        2                     2  "
       ]
      },
-     "execution_count": 5,
+     "execution_count": 3,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -392,7 +392,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
@@ -524,7 +524,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
@@ -533,27 +533,27 @@
      "text": [
       "Help on function value_counts in module pandas.core.algorithms:\n",
       "\n",
-      "value_counts(values, sort=True, ascending=False, normalize=False, bins=None, dropna=True)\n",
+      "value_counts(values, sort: bool = True, ascending: bool = False, normalize: bool = False, bins=None, dropna: bool = True) -> 'Series'\n",
       "    Compute a histogram of the counts of non-null values.\n",
       "    \n",
       "    Parameters\n",
       "    ----------\n",
       "    values : ndarray (1-d)\n",
-      "    sort : boolean, default True\n",
+      "    sort : bool, default True\n",
       "        Sort by values\n",
-      "    ascending : boolean, default False\n",
+      "    ascending : bool, default False\n",
       "        Sort in ascending order\n",
-      "    normalize: boolean, default False\n",
+      "    normalize: bool, default False\n",
       "        If True then compute a relative histogram\n",
       "    bins : integer, optional\n",
       "        Rather than count values, group them into half-open bins,\n",
       "        convenience for pd.cut, only works with numeric data\n",
-      "    dropna : boolean, default True\n",
+      "    dropna : bool, default True\n",
       "        Don't include counts of NaN\n",
       "    \n",
       "    Returns\n",
       "    -------\n",
-      "    value_counts : Series\n",
+      "    Series\n",
       "\n"
      ]
     }
@@ -565,12 +565,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -596,12 +596,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -626,9 +626,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "ename": "SyntaxError",
+     "evalue": "invalid syntax (<ipython-input-8-09fad0bd84e8>, line 1)",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;36m  File \u001b[0;32m\"<ipython-input-8-09fad0bd84e8>\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m    **When to Use Pie Chart**\u001b[0m\n\u001b[0m     ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n"
+     ]
+    }
+   ],
    "source": [
     "**When to Use Pie Chart**\n",
     "\n",
@@ -654,7 +663,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.8"
+   "version": "3.7.4"
   }
  },
  "nbformat": 4,
diff --git a/05. Improving the Visibility of Charts.ipynb b/05. Improving the Visibility of Charts.ipynb
index e6a60b1..14be9fd 100644
--- a/05. Improving the Visibility of Charts.ipynb	
+++ b/05. Improving the Visibility of Charts.ipynb	
@@ -45,7 +45,7 @@
    ],
    "source": [
     "# lets import the dataset\n",
-    "data = pd.read_csv('employee.csv')\n",
+    "data = pd.read_csv('Datasets/employee.csv')\n",
     "\n",
     "# lets also check the shape of the dataset\n",
     "data.shape"
@@ -284,32 +284,32 @@
     {
      "data": {
       "text/plain": [
-       "['bmh',\n",
+       "['seaborn-dark',\n",
+       " 'seaborn-darkgrid',\n",
+       " 'seaborn-ticks',\n",
+       " 'fivethirtyeight',\n",
+       " 'seaborn-whitegrid',\n",
        " 'classic',\n",
-       " 'dark_background',\n",
+       " '_classic_test',\n",
        " 'fast',\n",
-       " 'fivethirtyeight',\n",
-       " 'ggplot',\n",
-       " 'grayscale',\n",
+       " 'seaborn-talk',\n",
+       " 'seaborn-dark-palette',\n",
        " 'seaborn-bright',\n",
+       " 'seaborn-pastel',\n",
+       " 'grayscale',\n",
+       " 'seaborn-notebook',\n",
+       " 'ggplot',\n",
        " 'seaborn-colorblind',\n",
-       " 'seaborn-dark-palette',\n",
-       " 'seaborn-dark',\n",
-       " 'seaborn-darkgrid',\n",
-       " 'seaborn-deep',\n",
        " 'seaborn-muted',\n",
-       " 'seaborn-notebook',\n",
-       " 'seaborn-paper',\n",
-       " 'seaborn-pastel',\n",
-       " 'seaborn-poster',\n",
-       " 'seaborn-talk',\n",
-       " 'seaborn-ticks',\n",
-       " 'seaborn-white',\n",
-       " 'seaborn-whitegrid',\n",
        " 'seaborn',\n",
        " 'Solarize_Light2',\n",
+       " 'seaborn-paper',\n",
+       " 'bmh',\n",
        " 'tableau-colorblind10',\n",
-       " '_classic_test']"
+       " 'seaborn-white',\n",
+       " 'dark_background',\n",
+       " 'seaborn-poster',\n",
+       " 'seaborn-deep']"
       ]
      },
      "execution_count": 4,
@@ -332,14 +332,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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\n",
       "text/plain": [
-       "<Figure size 560x560 with 1 Axes>"
+       "<Figure size 504x504 with 1 Axes>"
       ]
      },
      "metadata": {},
@@ -373,14 +373,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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OAAAAAPzbeUfwShw+fFj/+c9/tHv3bhUUFJR67p133jFeGAAAAADAM243eNOmTVODBg30wAMPqHr16hezJgAAAABAJbjd4O3bt0+vvPKKqlTh3ugAAAAA4I/c7tZatmyp3bt3X8RSAAAAAAAXwu0RvHr16mnixImKjY1VSEhIqef69etnvDAAAAAAgGfcbvAKCwvVoUMHFRcX69ixYxezJgAAAABAJbjd4D366KMXsw4A8IlZkbPcet3Q/UMvciUAAAAXzu0G748//qjwuQYNGhgpBgAAAABQeW43eE888USFz3366adGigEAAAAAVJ7bDd7ZTdzx48c1d+5ctWzZ0nhRAAAAAADPud3gnS0kJESDBw/WiBEj1LVrV7emcTqdGjVqlMLCwjRq1CgdPnxYU6dOVU5OjqKiojR8+HAFBVW6JADwOXfO6eN8PgAAcLFc0F3LDxw4oMLCQrdfv2jRIkVGRrp+/uijj9SzZ09Nnz5dtWrV0pIlSy6kHAAAAAC4rLk9XDZu3DgFBAS4fi4sLNTevXvVu3dvt6Y/duyY1q1bp3vvvVcLFy6UZVlKS0vTiBEjJEndunXT3Llzdfvtt3s4CwAAAAAAyYMGr3v37qV+rlGjhq6++mpdeeWVbk3/wQcfaODAgcrPz5cknThxQjVr1lRgYKAkKSwsTBkZGe6WAwAAAAA4i9sNXrdu3Sr9JmvXrlVwcLCaNm2qtLQ0j6dPTk5WcnKyJCkxMVEOh8PjjMpM4608avN9luk8arNXluk8d7MSqie49brRhaMrVUdQUJDR+TKZR22+zzKdR22+zzKd569ZpvOozfdZpvPsXpvbDV5RUZHmzZun5cuXKzMzU6Ghobr55pt17733nvfCKFu3btXPP/+sX375RSdPnlR+fr4++OAD5eXlqbi4WIGBgcrIyFBYWFi508fHxys+Pt7189GjR90t+4Km8VYetfk+y3Qetdkry3Sev9TmcDiM1mIyj9p8n2U6j9p8n2U6z1+zTOdRm++zTOfZobaIiIgKn3O7wfvoo4+0c+dODR06VPXq1dORI0f0xRdfKC8vT4MHDz7ntP3791f//v0lSWlpafrqq6/0xBNP6M0339Tq1avVpUsXLVu2TNHR0e6WAwAAAAA4i9tX0Vy9erWee+45tW3bVhEREWrbtq2eeeYZrVq1qtJvPmDAAC1cuFDDhw9XTk5OmfP8AAAAAADuc3sEz7IsI2/YunVrtW7dWpLUoEEDJSS4d44JAODCcI8+AADsz+0Gr3PnznrttdfUu3dv17GhX3zxhTp16nQx6wMAAAAAuMntBm/gwIH64osv9K9//UuZmZkKCwtTly5ddN99913M+gAAAAAAbjpvg7dlyxb9/PPPGjhwoPr166d+/fq5nvvoo4/022+/qUWLFhe1SAAAAADA+Z33Iivz589Xq1atyn3uuuuu07x584wXBQAAAADw3HkbvN27d6tdu3blPtemTRvt2rXLeFEAAAAAAM+dt8HLz89XUVFRuc8VFxcrPz/feFEAAAAAAM+dt8GLjIzUhg0byn1uw4YNioyMNF4UAAAAAMBz523wevbsqffee09r1qyR0+mUJDmdTq1Zs0azZs1Sz549L3qRAAAAAIDzO+9VNLt27arjx49rxowZOnXqlOrWravs7GxVq1ZNffr0UdeuXb1RJwAAAADgPNy6D95dd92l7t27a9u2bcrJyVHt2rXVokUL1axZ82LXBwAAAABwk9s3Oq9Zs2aFV9MEAAAAAPjeec/BAwAAAABcGmjwAAAAAMAmaPAAAAAAwCZo8AAAAADAJmjwAAAAAMAmaPAAAAAAwCZo8AAAAADAJmjwAAAAAMAmaPAAAAAAwCZo8AAAAADAJmjwAAAAAMAmaPAAAAAAwCaCfF0AAODSMytylluvG7p/qLE8d7MAALicMYIHAAAAADZBgwcAAAAANkGDBwAAAAA2wTl4AABbMX1+IAAAlxJG8AAAAADAJmjwAAAAAMAmaPAAAAAAwCa8cg7eyZMnNX78eBUVFam4uFidOnVS3759dfjwYU2dOlU5OTmKiorS8OHDFRTEaYEAAAAAUBle6aaqVq2q8ePHq0aNGioqKtK4cePUrl07LVy4UD179lSXLl303nvvacmSJbr99tu9URIAAAAA2I5XDtEMCAhQjRo1JEnFxcUqLi5WQECA0tLS1KlTJ0lSt27dlJqa6o1yAAAAAMCWvHY8pNPp1PPPP69Dhw7pz3/+sxo0aKCaNWsqMDBQkhQWFqaMjAxvlQMAAAAAtuO1Bq9KlSp64403lJubq0mTJmn//v1uT5ucnKzk5GRJUmJiohwOh8fvX5lpvJVHbb7PMp1HbfbKMp1Hbb7PcjcvoXqCW1mjC0dXuo6goCBj82Yyy3Qetfk+y3Sev2aZzqM232eZzrN7bV6/okmtWrXUqlUrbd++XXl5eSouLlZgYKAyMjIUFhZW7jTx8fGKj493/Xz06FGP37cy03grj9p8n2U6j9rslWU6j9p8n2U670KyHA6HsVpMZpnOozbfZ5nO89cs03nU5vss03l2qC0iIqLC57xyDl52drZyc3Mlnb6i5saNGxUZGanWrVtr9erVkqRly5YpOjraG+UAAAAAgC15ZQQvMzNTM2bMkNPplGVZ6ty5szp06KBGjRpp6tSp+uSTTxQVFaXu3bt7oxwAAAAAsCWvNHhXX321Xn/99TKPN2jQQAkJ7p3fAAAAAAA4N68cogkAAAAAuPho8AAAAADAJmjwAAAAAMAmaPAAAAAAwCZo8AAAAADAJmjwAAAAAMAmaPAAAAAAwCZo8AAAAADAJmjwAAAAAMAmaPAAAAAAwCZo8AAAAADAJoJ8XQAAAJeLWZGz3Hrd0P1DvZoFALAPRvAAAAAAwCZo8AAAAADAJmjwAAAAAMAmaPAAAAAAwCZo8AAAAADAJmjwAAAAAMAmuE0CAADgFg4AYBOM4AEAAACATdDgAQAAAIBN0OABAAAAgE3Q4AEAAACATdDgAQAAAIBN0OABAAAAgE3Q4AEAAACATXAfPAAA4Ne4rx4AuI8RPAAAAACwCRo8AAAAALAJGjwAAAAAsAkaPAAAAACwCa9cZOXo0aOaMWOGjh8/roCAAMXHx6tHjx7KycnRlClTdOTIEdWrV09PPfWUateu7Y2SAAAAAMB2vNLgBQYG6v7771fTpk2Vn5+vUaNG6frrr9eyZcvUpk0b9erVS0lJSUpKStLAgQO9URIAAAAA2I5XDtEMDQ1V06ZNJUlXXHGFIiMjlZGRodTUVMXFxUmS4uLilJqa6o1yAAAAAMCWvH4fvMOHD2vXrl1q1qyZsrKyFBoaKul0E5idnV3uNMnJyUpOTpYkJSYmyuFwePy+lZnGW3nU5vss03nUZq8s03nU5vss03nU5vusC8kLCgoyWovJvMultstlPk3nUZvvs0znmcjyaoNXUFCgyZMna/DgwapZs6bb08XHxys+Pt7189GjRz1+78pM4608avN9luk8arNXluk8avN9luk8avN91oXkORwOo7WYzLtcartc5tN0HrX5Pst0nrtZERERFT7ntatoFhUVafLkybrpppvUsWNHSVJwcLAyMzMlSZmZmapbt663ygEAAAAA2/FKg2dZlt59911FRkbqrrvucj0eHR2tlJQUSVJKSopiYmK8UQ4AAAAA2JJXDtHcunWrli9frquuukrPPvusJOnvf/+7evXqpSlTpmjJkiVyOBwaOXKkN8oBAACXqVmRs9x63dD9Q43lmczyJA/A5ckrDd61116rzz77rNznxo0b540SAAAAAMD2vHYOHgAAAADg4qLBAwAAAACb8Pp98AAAAHDxcX4gcHliBA8AAAAAbIIGDwAAAABsggYPAAAAAGyCBg8AAAAAbIIGDwAAAABsggYPAAAAAGyCBg8AAAAAbIL74AEAAMCrTN6jD0BpjOABAAAAgE3Q4AEAAACATdDgAQAAAIBN0OABAAAAgE3Q4AEAAACATdDgAQAAAIBN0OABAAAAgE1wHzwAAABcsty5p57k/n31TN6jz3RtgDsYwQMAAAAAm6DBAwAAAACboMEDAAAAAJvgHDwAAADAz3E+H9zFCB4AAAAA2AQNHgAAAADYBA0eAAAAANgEDR4AAAAA2AQNHgAAAADYBA0eAAAAANgEDR4AAAAA2AT3wQMAAAAuM9xXz7680uC9/fbbWrdunYKDgzV58mRJUk5OjqZMmaIjR46oXr16euqpp1S7dm1vlAMAAAAAtuSVQzS7deumF154odRjSUlJatOmjaZPn642bdooKSnJG6UAAAAAgG15pcFr1apVmdG51NRUxcXFSZLi4uKUmprqjVIAAAAAwLZ8dg5eVlaWQkNDJUmhoaHKzs6u8LXJyclKTk6WJCUmJsrhcHj8fpWZxlt51Ob7LNN51GavLNN51Ob7LNN51Ob7LNN5/pplOo/afJ9lOs8XtSVUT3Ara3Th6ErXERQUZGzeTGaZzjORdUlcZCU+Pl7x8fGun48ePepxRmWm8VYetfk+y3Qetdkry3Qetfk+y3Qetfk+y3Sev2aZzqM232eZzrNrbQ6Hw1gtJrNM57mbFRERUeFzPrtNQnBwsDIzMyVJmZmZqlu3rq9KAQAAAABb8FmDFx0drZSUFElSSkqKYmJifFUKAAAAANiCVw7RnDp1qtLT03XixAkNGzZMffv2Va9evTRlyhQtWbJEDodDI0eO9EYpAAAAAPwY9+i7MF5p8J588slyHx83bpw33h4AAAAALgs+O0QTAAAAAGAWDR4AAAAA2MQlcZsEAAAAAPDU5Xg+HyN4AAAAAGATNHgAAAAAYBM0eAAAAABgEzR4AAAAAGATNHgAAAAAYBM0eAAAAABgEzR4AAAAAGATNHgAAAAAYBM0eAAAAABgEzR4AAAAAGATNHgAAAAAYBNBvi4AAAAAAC4FsyJnnfc1Q/cP9UIlFWMEDwAAAABsggYPAAAAAGyCBg8AAAAAbIJz8AAAAADAy9w5n0/y/Jw+RvAAAAAAwCZo8AAAAADAJmjwAAAAAMAmaPAAAAAAwCZo8AAAAADAJmjwAAAAAMAmaPAAAAAAwCZo8AAAAADAJmjwAAAAAMAmaPAAAAAAwCZo8AAAAADAJoJ8XcD69es1Z84cOZ1O3XrrrerVq5evSwIAAACAS5JPR/CcTqf+9a9/6YUXXtCUKVP0448/at++fb4sCQAAAAAuWT5t8Hbs2KGGDRuqQYMGCgoK0o033qjU1FRflgQAAAAAlyyfNngZGRkKDw93/RweHq6MjAwfVgQAAAAAl64Ay7IsX735qlWrtGHDBg0bNkyStHz5cu3YsUNDhgwp9brk5GQlJydLkhITE71eJwAAAABcCnw6ghceHq5jx465fj527JhCQ0PLvC4+Pl6JiYkeNXejRo0yUqM/Z5nOozbfZ5nOozbfZ5nO89cs03nU5vss03nU5vss03n+mmU6j9p8n2U6z+61+bTBu+aaa3Tw4EEdPnxYRUVFWrlypaKjo31ZEgAAAABcsnx6m4TAwEANGTJEEydOlNPp1C233KLGjRv7siQAAAAAuGQFTpgwYYIvC7jyyit15513qkePHmrZsqXR7KZNm9o+y3Qetfk+y3Qetfk+y3Sev2aZzqM232eZzqM232eZzvPXLNN51Ob7LNN5dq7NpxdZAQAAAACY49Nz8AAAAAAA5tDgAQAAAIBN0OABAAAAgE3Q4AHAZerEiRO+LgGSsrKyfF0CUCn+vO2yf8Pl7JK/yMqePXt09dVXS5KKioq0YMEC7dixQ40bN9Z9992n6tWrX/B7jBgxQtOmTbvgnDPNnDlTjzzyiEfTfPvtt7rxxhtVt25dHTp0SO+884727NmjiIgIDRs2TFdddZXbWQUFBVqwYIHWrFmjY8eOKSgoSA0bNtRtt92mbt26eTg3ktPp1OLFi3Xs2DG1a9dO1157reu5L774Qvfdd5/bWcXFxVqyZIl++uknZWZmKiAgQKGhoYqOjlb37t0VFOTZ3T0KCwv17bffKiAgQHfccYdWrlypNWvWKDIyUr1791aNGjXczvrjjz/0xRdfKCwsTL169dIHH3yg7du3KzIyUgMHDlT9+vV9Np+TJk1SbLNI7ncAACAASURBVGysYmNjPZqn8jz//POKjY1Vly5d1LBhwwvKkqSdO3fqo48+UmhoqPr376933nlHO3bsUEREhB5++GFFRUW5nWVyWyvJW7ZsmdasWaOMjAxVqVJFV155pW677Ta1bt3aoyxv7I+kyu0/Pv74Y/3lL39R3bp1tXPnTk2ZMkUBAQEqLi7W448/rlatWrmdZXJfVJHK7ndNft4lKS8vT/Pnz1dqaqqys7MlScHBwYqOjlavXr1Uq1Ytj/JycnJK/WxZlkaNGqXXXntNklS7dm23s9avX6927dq56vzwww+1c+dONW7cWIMGDVJISIjbWSb3H5LZz5XJ+ZTM7sfP5b//+7/1wgsveDTN8ePHNXfuXAUEBKhfv3765ptvXNvvgw8+qNDQULez8vLylJSUpGPHjumGG25Q165dXc/Nnj1bDz30kEe1mdx2Tddmcv9m8veVZHadnktltjeT+zfT3yv9lenfCaa/b5W45Bu8559/3rVz+Z//+R+dOHFCt9xyi3766Sfl5OTo8ccf9yjvgQceUEBAgKTTOy/p9BeG6tWrKyAgQB9++KHbWWfvDEtYlqVnn31W7777rke1jRw5Um+++aYkKSEhQbfeeqtiY2OVlpamTz75RK+88orbWa+//rpiY2PVpk0brVq1SgUFBerSpYvrl17//v09qu3dd99VYWGhmjVrpuXLl6tVq1YaNGiQpNLryB1Tp05VrVq1FBcXp/DwcEnSsWPHlJKSopycHD311FMe1fbmm2/K4XDo5MmTOnDggCIjI9W5c2etXbtWx48f1/Dhw93OGj9+vLp06aK8vDz98MMP6tatmzp37qxff/1VP/zwg8aPH++z+XzkkUfUokULbdq0SW3atFHXrl3Vvn17jxtFSXrsscfUsWNHrVq1SiEhIerSpYtuvPFGhYWFeZwlSaNHj1bfvn2Vm5urjz/+WIMGDVKnTp20ceNGffLJJ5o4caLbWSa3NUl6++235XA4dP3112v16tW64oor1LJlSy1YsEDR0dG688473c4yuT8yvf94+umnNXnyZEnSSy+9pAEDBqhZs2Y6cOCApk+frsTERLezTO6LJLP7XZOfd0maOHGiWrdurW7durkaiePHj2vZsmXauHGjxo4d61Fev3795HA4Sj2WkZGhsLAwBQQE6J///KfbWWdub++++65CQkJ06623as2aNUpPT9dzzz3ndpbJ/Yd08T5XFzqfktn9+G+//Vbhc4mJiXrvvfc8qm3ixIlq3769CgsLtWLFCnXt2lVdu3ZVamqqNm7c6NG8Tpo0SVdeeaWaN2+upUuXKjAwUCNGjFDVqlUrta80ue2ars3k/s3k7yvJ7Dq9GNubqf2b6e+VJhtGk0276d8Jpr9vlfDpjc5NOLM/3bhxoxISEhQUFKSWLVvq2Wef9TivW7duysvL08CBA10r7rHHHtOMGTM8zvqv//ov1atXr1SNAQEBsiyrUoc1FBcXu/6fnZ2t2NhYSVLr1q2Vn5/vUdaRI0dcH5C77rpLo0ePVu/evfXoo49q5MiRHn8Qd+zYoUmTJkmS7rjjDs2ePVuTJk3SiBEj5OnfEHbt2lXmL/fh4eFq0aKFRowY4VGWJB08eFAjR46UZVl6+OGHNXbsWAUEBFRqG8nPz9ftt98uSfruu+/0l7/8RZLUvXt3ffvttx5lmZ7P4OBgPf3008rPz1dqaqoWL16smTNnqkOHDurSpYvatm3rdlbt2rX1wAMP6IEHHtDmzZv1448/6vnnn1ejRo3UpUsXxcfHe1RbcXGxbrjhBkmn/9LaqVMnSVKbNm3073//26Msk9uadPoX5qOPPipJuvbaazVmzBj169dPLVu21HPPPefRF1GT+6OLsf8oLi5WYGCgTp48qWbNmkmSIiIidOrUKY+zSlzovkgyu981+XmXpMOHD2vMmDGlHgsJCVGvXr20dOlSj/MGDBigjRs36v7773eNdFZ2Xs+0c+dOvfHGG5JO79NTUlI8mt7k/kMy+7k604XOp2R2Pz569OgKR4dyc3M9ri0rK8u1bL777jv16tVLknTnnXdqyZIlHmX98ccfeuaZZyRJsbGxmjdvnl5++WWPG+ISJrdd07WZ3r+Z+n0lmV2nprc3k/s3098rp0+frtjYWI0ZM6ZMw3jgwAGP8mbPnu1q2seOHatBgwZp7Nix2rhxo2bPnu1R0276d4Lp71slLvkGLy8vT2vWrJFlWSoqKnL9tTEgIMD1F2FPDBkyRL/99pumTZummJgY3XHHHZXKkaQGDRpo3LhxZf7iJUn/+Mc/PM7r1KmTZsyYod69eysmJkZff/21OnbsqI0bN5b7HudSvXp1bdmyRddee61+/vln16EVVapUqdSX5KKiItf/AwMD9cgjj2ju3Ll6+eWXVVBQ4FFW7dq1tWrVKnXs2FFVqpw+TdTpdGr16tUeD32fKSAgQDfccINrfVZmGwkICNCBAweUl5enkydPaufOnbrmmmt06NAhOZ1Oj7JMz2fJvFxxxRW6+eabdfPNNysnJ0crV65UUlKSx1/QSrRs2VItW7bUkCFD9Ouvv2rlypUe73CqVq2qDRs2KC8vTwEBAfrpp58UGxur9PR017y7y+S2VpJx6NAhNWzYUL/99ptrH1K1alWPs/Ly8vTTTz/J6XRe8P7I9P7jz3/+sxISEtSrVy+1bdtWH3zwgWJjY7Vp0yY1adLEoyyT+yLJ7H63hInPuyTVq1dPCxYsUFxcXJm/1lZmXu+++2516dJFH374ocLDw9W3b99Kz2tWVpYWLlwoy7KUn58vy7LKjIS6y/T+w+TnyuR8Smb3440aNdLDDz+sK6+8ssxzlfmcnjk/cXFxFT7njqKiIjmdTtc+9t5771VYWJjGjx9fqX2lyW3XdG0m928mf19J516nvt7eTO7fTH+vNNkwmmzaTf9OOJOJ71slLvkGr1WrVlq7dq0kqXnz5jp+/LhCQkJ0/Phx1alTp1KZTZs21dixY/Xtt99qwoQJHv/1p0SPHj2Uk5NT7gq/++67Pc77+9//rmXLlmnatGn6448/dOrUKSUnJysmJkZPPPGER1kPPfSQZs6cqYMHD6px48auHUN2drb+/Oc/e1xb06ZNS50nIUl9+vRRWFiYZs+e7VHWiBEj9PHHH+tf//qXq9HJzc1V69at9eSTT3pc2zXXXKOCggLVqFHD9RdlSTp06JDH55oMHDhQr732mqpUqaJnn31W8+fP1++//668vDyPz4kqmc/Zs2erdu3asixLeXl5lZ7P8ualdu3auv32211/rXZXeb88qlSponbt2pVax+4aOnSoPv74YwUEBGjMmDH6/vvv9fbbbyssLMzj5WZyW5Ok+++/Xy+99JKqVaumoqIi17LPzs5Whw4dPMpq2bKlfv75Z0kXvj8yvf+48847ddVVV+n777/XwYMHVVxcrIMHDyomJkb33nuvR1l///vftXTpUiP7ohKm9rsmP++S9OSTTyopKUkTJkxwjZyGhISoQ4cOHh9GXSI8PFwjR47Uzz//rFdffVWFhYWVyrn11ltdI6ZxcXE6ceKE6tatq+PHj3v8pdbk/kP6/5+rqlWrqri42HVUQmU+VybnUzr3fvzhhx/2KKtPnz4Vfnl98MEHPa4tOjratf3+7W9/cz1+6NChcvfL59KhQwdt2rRJ119/veuxksPK3n//fY9rk8xtu6ZrM7l/K+/31TvvvKPQ0FCPtw/p3Os0IiLCoyzT25vJ/Zvp75UmG0aTTbvp3wmmv2+5WDawbds2a/v27ZZlWdbevXutr776ylq7dm2l87Zv3+7KS09Pt+bOnVvpvDOzTNf2+++/W19++WWl8/bu3Wtt2LDBys/PL/X4L7/8csG1Xei8lqzT7Oxsa/PmzdaCBQuMLbcza3M6nZWuzbJOr4MLrc2yLCs7O9vKysqypk2bdkE5JtfBvn37rF9//dXY9rF3716jeWd66623Lmj6rVu3Gv2cnulCazOZZXqdnmn69OkXnFEiIyPDevDBB43llSy3ynzez5aenm59+eWX1vr16yudceZ6KCwstPbs2WNZVuXWw8Vcpxe6vTmdTisrK8tYXonNmzdbX3311QWtg7MlJCRYxcXFF5xjujaTeaZrS09Ptz7//PNK51W07a5bt85IbRf6OTWZZfJzavozv2/fPqPfBUtc6Pa2e/dua9SoUdagQYOsF1980dq/f79lWZaVlZVlff311x5l7dq1y3r11VetiRMnWvv27bPef/99a9CgQdZTTz1lbdmyxaOsbdu2Wbm5uZZlWVZBQYH1ySefWAkJCda///1v1+MXwtTn9JK/yMrcuXO1fv16FRcX6/rrr9eOHTvUqlUrbdy4UW3btvX4Lzcm887O2r59u1q3bu0XtS1atEjff/+9IiIitGfPHg0ePFgxMTGSKnehCpPzerHXqb/UVt4y3rRpk6677jpJp9eDJ0zO5zfffKNvv/1WkZGRRrYPk9vb2a+1LEtpaWnGlpu/rFPT87lo0SJ99913Rtap6W3Xn5fb6NGjlZCQIElavHixvvvuO8XExOjXX39Vhw4dXOfTuMvkejD5OTW93Eyu07PXwbfffqvY2NhKr4OLVVtycrK+++67C6rNZN7Fru3777+v9GfB9O8Yk59Tk/MpmZ1Xk/sP03mmP6fnsnTpUt1yyy0+yRo5cqTeeOMNBQYGaubMmapevbrrIjx79uxxnVvqLtOfU5cLbjV9bOTIkVZxcbFVUFBgPfDAA67uubCw0Hr66ad9mufvtZX8teaPP/6wnn/+eddfRJ599lmf1+bPy81U1nPPPWdNmzbN2rRpk5WWlmZt2rTJGjp0qJWWlmalpaV5lGW6touxfZjKe/bZZ/12uZms7WLMp6l1YHrbNZlnermduWxGjRrlGpHKz8+3Ro4c6XGeyfXgz58r05+FEibWgb/XZirPn2sz/TvGn5ebv37mTeeZXm7nMmzYMJ9lPfnkk67/P/fcc6Wee+aZZzx+/4u13C75c/ACAwNVpUoVVa9eXQ0aNFDNmjUlSdWqVavUyb8m8/y5NqfT6Trnon79+powYYImT56sI0eOVOpk2MtluZnMSkhI0KJFizRv3jzdf//9atKkiapVq+bR/XouVm2mtw+TeYmJiX673EzWZno+Ta4D09uuyTzTy82yLOXk5MiyLFmWpbp160o6fc5aYGCgx3km14M/f65M5pleB/5cm8k8f67N9O8Yf15u/vqZN51nerlVNBJmVeJK0iazGjdu7Br1u/rqq10XaTpw4EClbitjermVuOQbvKCgINf9ks68z0leXl6lrnZkMs+fawsJCdHu3btdJ6jXqFFDo0aN0jvvvKPff//dp7X583IzmVWlShXddddd6ty5sz788EMFBweXuvy8p/x5+zCZ58/LzWRtpufTn9eBPy+3vLw8jRo1ynXlxpIL5xQUFFTqC5XJ9XC5rFPT68CfazOZ58+1mf4d48/LzV8/86bzTC+3rKwsjRkzpsxVxS3L8vhecyazhg0bpjlz5mjevHmqU6eOXnzxRYWHhys8PNzji8ZJ5pebS6XH/vzEyZMny308KyvLdeK6r/L8ubajR49amZmZ5T63efNmn9bmz8vNdG1nWrt2rfXxxx9Xenp/3j5M553Jn5bb2S60NpNZ/rwOLmae6dpKFBQUWH/88YfH05lcD5frOi1R2XVwNn+u7WLk+UNtF3PbPZM/LDd//sx7Yz1Udrm9/fbbFdYwdepUn2WVyMvLs3bt2mXt3LmzwmV4IS50273kL7ICAAAAADjN8+PdAAAAAAB+iQYPAAAAAGzikr/ICgD4mwkTJig9PV2fffZZqceLioo0b948rVixQkePHlVRUZGeeeYZxcbGSjp9T6L/+7//0+HDh3Xq1CkNGjRIPXv29MUs4BL22GOPSZJmzJjh40oqZ8WKFfryyy916NAhFRQUqEePHho8eLCvywKASwYNHgCUo2/fvqV+DgoK0hVXXCGHw6GoqCh17NhRbdu29ehKmwsXLtTnn3+uli1bqnPnzgoMDFRkZKQk6ccff9QHH3ygqKgo9ezZU0FBQWrevLnRefKmw4cP6/HHH1dcXJyr4fDUiRMn9N1332n9+vU6ePCg8vLydMUVV6hRo0Zq166dunfvrpCQkErX+Nlnn+nzzz/X+PHj1bp160rnwJxt27bprbfeUv369XX77berWrVqatGihUcZI0aM0MGDB9WiRQu9+uqrF6lSAPBfNHgAcA69e/eWdPp+QXl5edq7d6+WL1+uJUuW6JprrtHw4cMVERFRaprHH39chYWFZbLWrl2rGjVqaOzYsWXul7N27VpJ0vPPP6+wsLCLNDeXjrVr1+qtt95SXl6eGjZsqJiYGAUHBysvL087duzQp59+qvnz5+utt966oCbPjjy97Lc/WbdunSzL0uOPP64//elPHk+/adMmHTx4UAEBAdq2bZt+//13XXXVVRehUgDwXzR4AHAOZ4/kSdLx48f1/vvva/Xq1XrllVeUmJio4OBg1/MOh6PcrMzMTNWpU6fcm6FmZmZKEs2dpPT0dE2aNElVqlTRo48+qri4uDI3nf/99981Z84cnTx50kdV+q+GDRv6uoRKy8jIkCSFhoZWavrk5GRJ0t13360FCxYoOTlZQ4YMMVYfAFwKuE0CAJSjpLE7+zy6Ek6nU6+88orS0tLKnCN09jl4M2bMUEpKSpmMevXqKS4uTp9//nm573Hme+/fv19JSUnatGmTsrKyVKtWLV133XXq06dPmRHEkvd76623tG7dOi1evFgHDx5U8+bNNWHCBNfr1q9fr2+++UY7duxQfn6+wsPDFRsbq3vvvbfMDWFLDrN888039dlnn2nlypXKyspSeHi4br31Vt1zzz2uJqzk0MfyPProo+rWrVu5z0mnl+vTTz+t/fv36+GHH1Z8fPw5X+t0Ol0N86ZNm/Tjjz9qy5YtysjIUFFRkRo2bKhOnTrpnnvuUbVq1UrNz5EjR8rNPXO5FxYWatGiRVq5cqUOHTokSbrqqqt05513qmvXrmWmPXXqlObPn6/ly5crIyNDoaGhuummm3TfffdpwIABatWqVal1IJ2+0W1SUpLWrFmjo0ePqlq1amrWrJn+8pe/6Prrry/12rS0NL300kvq3bu32rdvr7lz52rbtm3Kzc3VP//5T9WvX/+c5+CtWLFCixcv1u7du3Xy5EnVr19fXbt21d13362qVauWeu3mzZu1YMEC7d69W9nZ2apVq5bq16+vdu3aqU+fPhWtllKcTqeSk5O1dOlS7du3T5LUqFEj3XLLLYqPj3cd4rxs2TK9/fbb5WaUzNf5nDhxQsOGDZPD4dCbb76pYcOGqaioSDNnziy17s+0fv16ffHFF9q9e7eCgoLUsmVLDRgwQElJSUpJSSn3vbdv364vv/xSW7ZsUU5OjkJCQnTDDTeod+/e/IEGgF9gBA8AKqFKlSq69957lZaWph9//FGDBg0qM8pUIiYmRvXq1dOiRYskST169JAk1apVS02aNJEkpaSk6MiRI65DQs+0fv16TZo0ScXFxerQoYMaNmyoY8eO6aefftK6des0fvx4NW3atMx0c+bM0ZYtW9S+fXvdcMMNpc4X/Pzzz/XZZ5+pdu3aat++vYKDg/X777/rq6++0i+//KJXX31VNWvWLJVXVFSkV199VZmZma681NRU/e///q9OnTrl+tLfunVr5eXladGiRbr66qsVExPjyiiZ34qkp6dr//79CgsLU/fu3c/52ipVqpSapwULFujAgQNq0aKF2rdvr1OnTmnr1q2aO3eu0tPTNXbsWNfre/ToodTUVKWnpysuLk716tUrk5+bm6uXX35Zu3btUlRUlG655RY5nU5t2LBB06dP1759+/S3v/3N9XrLsjR58mStW7dOV155pe644w4VFRVp2bJl2rt3b7nzkJubq7Fjx2rfvn265ppr1KNHD504cUKrVq3SxIkT9dBDD+m2224rM9327duVlJSka6+9VrfccotOnDhR7sjwmd555x0tXbrU1cjXqlVL27dv16effqpNmzbpxRdfVGBgoKTT21xCQoJq1qypDh06KCwsTDk5Odq/f7++//57txu8f/7zn1qxYoXrDwGSlJqaqtmzZ2vLli164oknJJ3eLnr37q3U1FTt2bNHPXr0cG1/Z/+xoSIpKSk6deqU4uLiFBgYqJtuukkLFy7U6tWrdfPNN5d5/cqVKzVt2jRVrVpVnTt3VmhoqLZu3aoXX3xRV199dbnvsXTpUs2cOVNVq1ZVhw4d5HA4dPDgQS1evFhr167VxIkTKxzBBwBvocEDgEq69tprFRgYqKysLB05cqTCUYbY2FjFxsa6RvHOPuyzdevWSk9P15EjR8o8l5OTo2nTpql69ep66aWX1KhRI9dze/fu1QsvvKCZM2fqtddeK/O+u3bt0uuvv16mrk2bNumzzz5TixYtNHr06FJfoEtGUj777LMyVy7MzMxUkyZNNHbsWNeISJ8+fTRixAh9/fXX+utf/6qgoCC1bt3a1dA2adKk3MNcK7JlyxZJUqtWrTy6gI0kPfTQQ6pfv36ZRvuTTz7RvHnztHr1at14442SpJ49eyo3N1fp6enq1q1buRdZ+eCDD7Rr1y4NGDBA99xzj+vxkydP6o033tD8+fPVqVMnV9P6ww8/aN26dWrZsmWp8yz79eunMWPGlFvzxx9/rH379ik+Pl5Dhw511X7PPfdo1KhRmjNnjtq2bVtmHW7YsEFDhw4tt/krz7Jly7R06VLFxsbqiSeeKDWiVTLi+t1337n++JCcnCzLsjR+/PgyTXl2drZb77lixQqtWLFCUVFReumll1SjRg1J0t/+9jdNmDBBK1asUPv27dW1a1c1adJETZo00ZEjR1wNnjujdmdavHixAgICFBcXJ0nq1q2bFi5cqOTk5DINXn5+vmbNmqXAwEC9+uqrpebx448/1oIFC8rkHzhwQO+9957q1aunl156qdRo3aZNm/TKK69ozpw5evbZZz2qGwBM4z54AFBJVatWVe3atSW5/6XXU8uXL1dubq769OlTqrmTpMaNG+vWW2/Vrl27XIe/nemee+4p90vyN998I0l65JFHyoyOdOvWTU2aNNGKFSvKrefBBx8s1RwEBwcrOjpaeXl5OnDggMfzd7bjx49LksLDwz2etkGDBuWOopbcamL9+vVuZ504cUI//PCDrrnmmlLNnSRVq1ZNAwYMkGVZpZZTSQPfr1+/UqNptWrV0n333VfmPYqKivTDDz+oRo0a6t+/f6nar7zySt15550qKirS8uXLy0zbpEkTt5s76fQtOAIDA/WPf/yjzOGKvXv3Vp06dfTDDz+Uma68Qxvr1q3r1nsuXbpUktS/f39XcydJNWrU0IABAySdbspMKBn5vf76613bzlVXXaWoqCht2bKlzOcjNTVVubm5rubyTPfdd1+5o4bff/+9iouL9eCDD5Y5FPO6665TdHS01q5dq/z8fCPzBACVxQgeAPixbdu2SZL27NlT7vmABw8elCTt27evTAPYrFmzCjMDAwO1atUqrVq1qszzRUVFys7O1okTJ1SnTh3X4zVr1iz3Ah4lh6Tl5ua6OVcVKzktvKLDXc+loKBAixYtUmpqqg4cOKCCggKdeZp5yYVs3LFz5045nU5J5Z+HWVxcLEmlGoddu3YpICCg3Ks/XnvttWUeO3DggAoLC/WnP/3J9YeCM1133XWaN2+edu3aVea5itZteQoLC7Vnzx7VqVNHX3/9dbmvCQoK0v79+10/33TTTfrpp580ZswYde7cWdddd53+9Kc/edR4lyyP8kZHS0Zod+/e7XbeuZQ0imef39mtWzft2rVLixcv1qBBg1yPl7xveeulRo0aatKkidLS0ko9vn37dkmnm8kdO3aUmS47O1tOp1MHDx4s95BpAPAWGjwAqKSTJ08qJydHkvujGp46ceKEpPOPdBQUFJR5rKLbB+Tk5Ki4uLjCC6GcmXlmg1fRuVAlh1KWNEQXouTqiceOHfNouqKiIr388svasWOHGjdurBtvvFF169Z1nVP2+eef69SpU27nlSz3nTt3aufOnRW+7szbYeTl5al27dqu9zzTmVdZPfP1UsVXjCx5vOR1Z/Lk1hC5ubmyLEvZ2dnnXeclOnbsqFGjRumrr77S0qVLXVenbNq0qfr371/m4i/lKVke5Z0bGBgYqDp16hgZ+c7JydHq1atVq1atUud7SlLXrl3173//W8uXL1f//v1dF5IpWaYVLcfy1lfJNvHll1+es57yPosA4E00eABQSVu2bFFxcbGCg4M9Pl/IXSUXmnjjjTcqvPBDZTKdTqfmzJljJM+kkhGV9PR0OZ1Ot8/D+/nnn7Vjx45yb6yemZnpdmNTomS59+zZs9TIz7lcccUVrub57CYvKyurwvcoOSz1bCUjjldccYXbdZen5H2ioqLKPVezIu3bt1f79u1VUFCgHTt2aO3atfr++++VmJio119/vcyIcXnvm5OTo6KiojJNXnFxsU6cOHHB8yadPoz51KlTOnXqlAYOHFjua06cOKE1a9a4rnxa8r4VLftzra8PPvigzAWIAMCfcA4eAFSC0+nU/PnzJancy+Wb0rx5c0mnL1lvMjM3N7fCKzuaUNlRvVatWikyMlLHjh1zncNVEafTqaKiIkly3cKgY8eOZV6Xnp7ucY3NmjVTQECA66Iv7oiKipJlWdq6dWuZ58rLiYiIUPXq1bV7927XSPCZSg4RvNDD/WrUqKHGjRtr79695b6PO9Nfd911GjRokP7617+qqKhIv/zyy3mnK1ke5W27mzdvltPpVFRUlMf1nK1kdLtLly7q3r17mX+dOnUq9bqS2qTy10tBQUG5h46WfBY92SYAwBdo8ADAQ1lZWZo6darS0tLkcDj01//X3r2FNN2HcQD/7pCzvVj6eAAABq9JREFUKfMwNXQGElI2tWGaKHhaSAcMUaIgIwKxKMoWrrsoCOyqoEgpoovKyKg2vFBKO1xk5rHD0tSpbWRa2VxBtdnCqe9F7M/r69I0e3tf+X5gF7sY/99/3vjs/3yfJz//t11Lq9XCz88PBoPBa+5nfHx8SlZoJp6hI+fPnxcWS/+dy+USsn9z5e/vD5FIBLvdPqvPicVi7Nq1CxKJBBcvXkR9fT28rWsdHBzE8ePHhfN71hz8s5h7//49rl696vVanvZTb2cMCAhAeno6LBYLDAaDkLn7u6GhIdhsNuG9Z1Lj9evXhcIT+N4OaDQap3xeKpUiLS0NLpdrSs5vaGgIt2/fhkQi8Trif7ZycnLgdrtx9uxZr1lJh8MBq9UqvO/o6PC6RN7zZEsmk814Ta1WCwCorKyc1Mr67ds34W8y0yqMmfT09GBgYAAqlQo6nQ579uyZ8jp48CBCQ0PR2dkpDAJKSkqCXC5HQ0PDlGLOaDR6/Y42bNgAiUSCy5cvex0o5Ha75/WHGCKiuWKLJhHRNDz/eE9MTMDpdGJwcBBmsxlutxvR0dE4cODAb8vfAd+LkJKSEpw8eRKHDx9GXFwcli5dKhRPvb29cDgcPyxivImPj0dBQQGuXbsGnU6HhIQEhIWFweVyYXh4GF1dXYiJifnhaP+f4evri+joaJjNZpw5cwbh4eEQi8VISkqasdVUrVZDr9ejvLwc5eXlMBqNiI2NhUKhwMjICCwWC16+fAmZTCZMefTsB6ypqcHr168RFRUFu92Op0+fYvXq1V6LuNjYWIhEIlRWVmJgYEDIGHomXhYWFuLdu3e4ceMGHj58iBUrViAwMBAfP37EmzdvYLFYoNPphPbczMxMNDY2wmQyQa/XIzExEWNjY2hpacGyZcvw9u3bKcNjtm/fDrPZjNraWlgsFsTGxuLz589oamqCy+VCYWHhvLT/rl27FlarFXfu3EFxcTE0Gg1CQkLgcDhgs9nQ3d2NrKws7N69GwBQUVGB4eFhqNVqhIWFQSqVwmq14sWLFwgNDRXWTUwnLS0NbW1taGpqQklJCdasWQORSIS2tjbYbDakpqYiPT39l+7Lkw307NjzRiwWIysrCzdv3sT9+/exY8cOyOVyFBUVoaysDEeOHEFqaioCAwPR29uL/v5+qNVqdHV1TWoRVqlU2Lt3L86dOwe9Xg+NRoOIiAi43W7Y7XaYzWYoFAqcPn36l+6JiOhXscAjIpqGJ7sllUqxePFihISEICMjAykpKVi1atWsd7XNRXx8PE6cOIHq6mo8f/4cZrMZUqkUQUFBiIuL89qWOJO8vDzExMTg1q1b6OnpQVtbG+RyOYKDg5GdnT0vbafFxcW4dOkSTCYTHj16hImJCSiVyp/KEiYlJaGsrAx1dXUwmUxobm7G169f4evrC5VKha1btyI7O1sYhuHr64ujR4+isrISnZ2d6O7uxpIlS7B582Zs2rQJjY2NU64RGRmJffv2obq6GnV1dcIQFk+BJ5fLcezYMdy7dw8NDQ1oaWnB6OgoAgICEB4ejp07d04aNiISiXDo0CFUVVWhvr4etbW1CAoKQmZmJtavX4/Hjx9PyZz5+/ujtLQUVVVVaG1tRU1NDXx8fBAdHY3c3FxoNJo5f///VFRUhISEBNy9excdHR1wOp3w9/dHSEgIcnNzJxVb+fn5aG1thdVqRUdHB8RisfC0Oicnx+vUT290Oh3UavWkQS0qlQqFhYVYt27dL93PyMgImpubIZVKZ3zKqdVqYTAY8ODBA2zbtk14eurn5wej0YjGxkYsWrQIK1euRGlpKa5cuQJgav4xIyMDUVFRqK6uRmdnJ9rb2yGTyRAcHIyUlJSfKnyJiH430YS33hciIiKaN+3t7SgtLUVeXh4KCgr+9HFoGuPj49i/fz9GR0dx4cKFP30cIqJZYwaPiIhonnjLNH758kVooU1OTv63j0Q/4HQ6J2UDge+t2EajEXa7fU5PxomI/gvYoklERDRPKioq0N/fj+XLl0OhUODDhw8wmUxwOBzIzs6e1YJy+r36+vpw6tQpaDQahIaGwuVyoa+vD69evYJSqcSWLVv+9BGJiOaEBR4REdE8SU5OxqdPn/DkyRM4nU74+PggMjISWq122kEg9O+LiIhAYmIienp68OzZM4yNjUGpVGLjxo3Iz8/3uuyciOj/gBk8IiIiIiKiBYIZPCIiIiIiogWCBR4REREREdECwQKPiIiIiIhogWCBR0REREREtECwwCMiIiIiIlogWOAREREREREtEH8B5sRBn3DxPIAAAAAASUVORK5CYII=\n",
       "text/plain": [
-       "<Figure size 1200x480 with 1 Axes>"
+       "<Figure size 1080x432 with 1 Axes>"
       ]
      },
      "metadata": {},
@@ -408,7 +408,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
@@ -696,14 +696,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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\n",
       "text/plain": [
-       "<Figure size 832x572 with 1 Axes>"
+       "<Figure size 748.8x514.8 with 1 Axes>"
       ]
      },
      "metadata": {},
@@ -729,7 +729,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -753,7 +753,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.8"
+   "version": "3.7.4"
   }
  },
  "nbformat": 4,
diff --git a/06. Introduction to Seaborn.ipynb b/06. Introduction to Seaborn.ipynb
index 98c0fbe..3130808 100644
--- a/06. Introduction to Seaborn.ipynb	
+++ b/06. Introduction to Seaborn.ipynb	
@@ -39,7 +39,16 @@
    "cell_type": "code",
    "execution_count": 1,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/anaconda3/lib/python3.7/site-packages/statsmodels/tools/_testing.py:19: FutureWarning: pandas.util.testing is deprecated. Use the functions in the public API at pandas.testing instead.\n",
+      "  import pandas.util.testing as tm\n"
+     ]
+    }
+   ],
    "source": [
     "# lets import basic libraries\n",
     "import numpy as np\n",
@@ -68,7 +77,7 @@
    ],
    "source": [
     "# lets import the dataset\n",
-    "data = pd.read_csv('employee.csv')\n",
+    "data = pd.read_csv('Datasets/employee.csv')\n",
     "\n",
     "# lets also check the shape of the dataset\n",
     "data.shape"
@@ -426,7 +435,7 @@
      "text": [
       "Help on function barplot in module seaborn.categorical:\n",
       "\n",
-      "barplot(x=None, y=None, hue=None, data=None, order=None, hue_order=None, estimator=<function mean at 0x000001FAB424DD90>, ci=95, n_boot=1000, units=None, seed=None, orient=None, color=None, palette=None, saturation=0.75, errcolor='.26', errwidth=None, capsize=None, dodge=True, ax=None, **kwargs)\n",
+      "barplot(x=None, y=None, hue=None, data=None, order=None, hue_order=None, estimator=<function mean at 0x10e78f440>, ci=95, n_boot=1000, units=None, seed=None, orient=None, color=None, palette=None, saturation=0.75, errcolor='.26', errwidth=None, capsize=None, dodge=True, ax=None, **kwargs)\n",
       "    Show point estimates and confidence intervals as rectangular bars.\n",
       "    \n",
       "    A bar plot represents an estimate of central tendency for a numeric\n",
@@ -662,7 +671,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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iYcUgSZIWlmG2mNwIPLmqHgosAw5K8ijgdcCZVbU3cGbrlyRJGl5iUp3rW+/W7VXAIcCKVr4COHRYMUiSpIVlqOeYJNkyyRpgPXBGVX0V2K2q1gG0912nmfaIJKuTrB4fHx9mmJIkqSeGmphU1S1VtQzYA9g3yYM3Ytrjqmp5VS0fGxsbXpCSJKk35uWqnKraAKwCDgKuTLIEoL2vn48YJElS/w3zqpyxJDu37u2AA4BvA6cCh7XRDgM+OawYJEnSwrLVEOe9BFiRZEu6BOjkqjotyVeAk5O8GPgx8OwhxiBJkhaQoSUmVXU+8LApyq8G9h9WvZIkaeHyzq+SJKk3TEwkSVJvmJhIkqTeMDGRJEm9YWIiSZJ6w8REkiT1homJJEnqDRMTSZLUGyYmkiSpN0xMJElSb5iYSJKk3jAxkSRJvWFiIkmSesPERJIk9YaJiSRJ6g0TE0mS1BsmJpIkqTeGlpgk2TPJWUkuTnJRkle28qOTXJZkTXsdPKwYJEnSwrLVEOd9M/DqqvpGkh2Bc5Oc0Yb9Y1W9bYh1S5KkBWhoiUlVrQPWte7rklwM7D6s+iRJ0sI3L+eYJFkKPAz4ais6Msn5Sd6fZNE00xyRZHWS1ePj4/MRpiRJGrGhJyZJdgD+E3hVVf0MeBewF7CMrkXl7VNNV1XHVdXyqlo+NjY27DAlSVIPDDUxSbI1XVJyYlV9HKCqrqyqW6rqVuB4YN9hxiBJkhaOYV6VE+B9wMVV9Y6B8iUDoz0DuHBYMUiSpIVlmFflPBZ4IXBBkjWt7K+A5yVZBhSwFnjZEGOQJEkLyDCvyjkHyBSDPjOsOiVJ0sLmnV8lSVJvmJhIkqTeMDGRJEm9YWIiSZJ6w8REkiT1homJJEnqDRMTSZLUGyYmkiSpN2ZNTJLsluR9ST7b+h+U5MXDD02SJG1u5tJicgJwOnCf1v9d4FXDCkiSJG2+5pKYLK6qk4FbAarqZuCWoUYlSZI2S3NJTH6e5DfoHrpHkkcB1w41KkmStFmay0P8/gI4FdgryZeAMeBZQ41KkiRtlmZNTKrqG0meCDyA7mnB36mqm4YemSRJ2uzMmpgk+YNJRfdPci1wQVWtH05YkiRpczSXQzkvBh4NnNX69wP+my5BOaaqPjik2CRJ0mZmLonJrcADq+pK6O5rArwL+B3gbMDERJIkbRJzuSpn6URS0qwH7l9V1wDTnmuSZM8kZyW5OMlFSV7ZyndJckaSS9r7ol9vESRJ0t3FXBKTLyY5LclhSQ4DPgmcnWR7YMMM090MvLqqHgg8CnhFkgcBrwPOrKq9gTNbvyRJ0pwSk1cAHwCWtdfXgKqqn1fVk6abqKrWVdU3Wvd1wMXA7sAhwIo22grg0LseviRJujuZNTGpqgK+T3fY5hnA/nRJxpwlWQo8DPgqsFtVrWvzXgfsOs00RyRZnWT1+Pj4xlQnSZIWqGlPfk1yf+C5wPOAq4GPApmplWSa+ewA/Cfwqqr6WZI5TVdVxwHHASxfvrw2pk5JkrQwzXRVzreBLwJPr6rvAST5842ZeZKt6ZKSE6vq4634yiRLqmpdkiV0J9NKkiTNeCjnmcAVwFlJjk+yP92dX+ckXdPI+4CLq+odA4NOBQ5r3RMn00qSJE2fmFTVKVX1HOB/AquAPwd2S/KuJE+Zw7wfC7wQeHKSNe11MHAscGCSS4ADW78kSdKcnpXzc+BE4MQkuwDPprvEd+Us053D9C0s+29knJIkaTMwl8uFb1NV11TVe6rqycMKSJIkbb42KjGRJEkaJhMTSZLUGyYmkiSpN0xMJElSb5iYSJKk3jAxkSRJvWFiIkmSesPERJIk9YaJiSRJ6g0TE0mS1BsmJpIkqTdMTCRJUm+YmEiSpN4wMZEkSb1hYiJJknpjaIlJkvcnWZ/kwoGyo5NclmRNex08rPolSdLCM8wWkxOAg6Yo/8eqWtZenxli/ZIkaYEZWmJSVWcD1wxr/pIk6e5nFOeYHJnk/HaoZ9F0IyU5IsnqJKvHx8fnMz5JkjQi852YvAvYC1gGrAPePt2IVXVcVS2vquVjY2PzFZ8kSRqheU1MqurKqrqlqm4Fjgf2nc/6JUlSv81rYpJkyUDvM4ALpxtXkiRtfrYa1oyTnATsByxO8hPgb4H9kiwDClgLvGxY9UuSpIVnaIlJVT1viuL3Das+SZK08HnnV0mS1BsmJpIkqTdMTCRJUm+YmEiSpN4wMZEkSb1hYiJJknrDxESSJPWGiYkkSeoNExNJktQbJiaSJKk3TEwkSVJvmJhIkqTeMDGRJEm9YWIiSZJ6w8REkiT1homJJEnqDRMTSZLUG0NLTJK8P8n6JBcOlO2S5Iwkl7T3RcOqX5IkLTzDbDE5AThoUtnrgDOram/gzNYvSZIEDDExqaqzgWsmFR8CrGjdK4BDh1W/JElaeOb7HJPdqmodQHvfdboRkxyRZHWS1ePj4/MWoCRJGp3envxaVcdV1fKqWj42NjbqcCRJ0jyY78TkyiRLANr7+nmuX5Ik9dh8JyanAoe17sOAT85z/ZIkqceGebnwScBXgAck+UmSFwPHAgcmuQQ4sPVLkiQBsNWwZlxVz5tm0P7DqlOSJC1svT35VZIkbX5MTCRJUm+YmEiSpN4wMZEkSb1hYiJJknrDxESSJPWGiYkkSeoNExNJktQbJiaSJKk3TEwkSVJvmJhIkqTeMDGRJEm9YWIiSZJ6w8REkiT1homJJEnqDRMTSZLUGyYmkiSpN7YaRaVJ1gLXAbcAN1fV8lHEIUmS+mUkiUnzpKq6aoT1S5KknvFQjiRJ6o1RJSYFrExybpIjphohyRFJVidZPT4+Ps/hSZKkURhVYvLYqno48FTgFUmeMHmEqjquqpZX1fKxsbH5j1CSJM27kSQmVXV5e18PnALsO4o4JElSv8x7YpJk+yQ7TnQDTwEunO84JElS/4ziqpzdgFOSTNT/4ar63AjikCRJPTPviUlV/QB46HzXK0mS+s/LhSVJUm+YmEiSpN4wMZEkSb1hYiJJknrDxESSJPWGiYkkSeoNExNJktQbJiaSJKk3TEwkSVJvmJhIkqTeMDGRJEm9YWIiSZJ6w8REkiT1homJJEnqDRMTSZLUGyYmkiSpN0xMJElSb4wkMUlyUJLvJPlekteNIgZJktQ/856YJNkS+FfgqcCDgOcledB8xyFJkvpnFC0m+wLfq6ofVNWvgI8Ah4wgDkmS1DNbjaDO3YFLB/p/AvzO5JGSHAEc0XqvT/KdeYhtc7EYuGrUQUhTcN9s3sgbRh2C7sh9s8kbsylmc9/pBowiMZlqiepOBVXHAccNP5zNT5LVVbV81HFIk7lvqq/cN+fPKA7l/ATYc6B/D+DyEcQhSZJ6ZhSJydeBvZPcL8k2wHOBU0cQhyRJ6pl5P5RTVTcnORI4HdgSeH9VXTTfcWzmPESmvnLfVF+5b86TVN3p9A5JkqSR8M6vkiSpN0xMJElSb5iY3A0k+eskFyU5P8maJHe6L8zAuCckedZ8xqeNk+SWth0vTPKpJDuPOqZBSa6f43hPT/Ktthx/N8N4hycZT/LNJJckOT3JYzZdxLfVc3SS12zq+f46kixLcvCo4xiFyftR2w/+ZVTxDEqyNskF7Tv1C0mmveeGNj0TkwUuyaOB3wMeXlUPAQ7gjjew08JzQ1Utq6oHA9cAr5jvAJJsihPj3wk8rS3He2cZ96NV9bCq2hs4Fvh4kgdughj6bhmwWSYmC8CT2nfqKuBv5rvyTfQZXJBMTBa+JcBVVXUjQFVdVVWXJ3l9kq+3f6vHJbnTje2SPKL9Gzi3/Utd0sr/rP3TPT/JR+Z5eXRHX6G7WzIASV7btuv5Sd7QyrZP8ukk57Xt/ZxWPt32fWmbx3lJ/jPJPVv5CUnekeQs4C1JdkjygYF/js8ciOPv2vT/nWS3aWL/Fd19iqiqH851gavqLLorII5ode2V5HNtOb6Y5H8m2an9q92ijXPPJJcm2Xqq8SfX0Voq/rst1ylJFrXyVUnemeTLbV3u28qPTrIiycpW7x8keWtbN59LsvUs63xVkrck+VqS7yZ5fLrbJRwDPKe1kD1nruvo7i6TWnYnWleS7NfW78ltPR6b5PltvV6QZK823tOTfDVdK9x/TeyjbTu+v22PHyT5szmEM/kz+IJW35ok70myZXud0PaZC5L8eRt3pv1seetenGRt6z48yceSfApY2cqOavM8L8mxrWzKfTzJs1sM5yU5+9fbCiNUVb4W8AvYAVgDfBf4N+CJrXyXgXE+CDy9dZ8APAvYGvgyMNbKn0N36TZ0N7zbtnXvPOpl3NxewPXtfUvgY8BBrf8pdD/YoftTcRrwBOCZwPED0+80y/b9jYFx3wT86cC+cRqwZet/C/DOgXEXtfca2J/eCvzNFMuwBfBx4BLgfrMs7+HAv0wqOxT4bOs+E9i7df8O8PnW/Um6f7UTy/feWcY/GnhN6z5/4LNyzMRy0v07Pr51PwG4cGDac9p6fSjwC+CpbdgpLd6Z1vkq4O2t+2Dgv6Zb9s3lBdxC99018frxxLpo++KzpvhM7AdsoPtDti1wGfCGNuyVA9txEbdfdfqSgXV/dNtG29LdYv5qYOspYlsLLG7d7wSOaN0PBD41MQ3dd+6LgEcAZwxMv/Mc9rPlrXsxsHZgf/gJ7fub7mG3Xwbu2fonyqfbxy8Adh+MYSG+NtumoruLqro+ySOAxwNPAj6a5HXAdUmOAu4J7AJcRPeBmvAA4MHAGekaU7YE1rVh5wMnJvkE8Il5WRAN2i7JGmApcC5wRit/Snt9s/XvAOwNfBF4W5K3AKdV1ReTPJjpt++Dk7wJ2LnN4/SBuj9WVbe07gPoboAIQFX9tHX+ii6BocV34BTL8Kd0+9y/AZ9K8iTgfsBrq+rZc1gHAUiyA/AY4GO5vdFv2/b+Ubof/7NanP82y/i0ee5E96X9hVa0gi4BnHBSW96zk9wrt5/j89mquinJBXTr83Ot/AK6bTXTZwq6RA26dbZ0Duvg7u6Gqlo20ZPkcGAut3z/elWta9N8n9ayQLcdntS696D7LlwCbAMMtth9uroW5huTrAd2o0sGJjurtbSs5/ZDOfvTJSFfb9t4uzb8U8BvJfln4NPAyjnsZ9M5o6quad0HAB+oql8AVNU1s+zjXwJOSHIyt+9vC46Jyd1A+yFZBaxqX5ovAx5Cl5FfmuRo4B6TJgtwUVU9eopZPo3u3+LvA/83yT5VdfOw4ted3FBVy9oX22l055j8E902e3NVvWfyBC05PRh4c5KVdP/ip9u+JwCHVtV57cdgv4FhPx+cLVM8xwq4qdpfMrp/vVN9j/wu8NaqWpXkGLov66/RJRNz8TDgYrqWlw2DP2ADTqVb3l3ofiw+D2w/w/hzNXmZJ/onDpfemmRwHdxKtw5m+kzdNj3TrzPd7mbaqQbpfn23GRh240D3rQP9E9sB4J+Bd1TVqUn2o2spmWr6mbbFk+g+DyfQtXb8Bd02XlFVfzl55CQPpdvvXwH8IfDnc1k+7vzdPNtncNrPRFW9PN3FD08D1iRZVlVXzxBHL3mOyQKX5AFJ9h4oWgZMPIn5qpZdT3UVzneAsXQnz5Lu2Pw+6Y7Z71ndcf6juP1fteZZVV0L/BnwmnYOw+nAH7dtSpLdk+ya5D7AL6rqQ8DbgIczzfZts94RWNfm+fwZQlgJHDnRM3F8fI6+CbwgyRZVdTLdIZ3/RZegzCjJE+nOLzm+qn4G/DDJs9uwtB8Aqup6umTn/9G1FN0y0/gT2nr9aZLHt6IXAl8YGGXiHJ3HAde28edipnU+nevotofuaC1dsglwCN1hso2xE91hHoDD7moQVXUD8CrgRS0BPhN4VpJdAZLskuS+SRYDW1TVfwL/l+5ihJn2s7XcvnwzXSW5ku4zP3Ee2C4z7eNJ9qqqr1bV6+mehLzndDPuMxOThW8HYEXayarAg+j+HRxP17T5CbrnE91BVf2K7gPxliTn0R3jfQxd8/OHWsvLN4F/rKoN87EgurOq+iZwHvDcqloJfBj4Sts+/0H3o/bbwNfa4Z+/Bt40w/aF7ovzq3SHiL49Q/VvAhZNnEzH7c3kc/F3dP/2LkxyLnAl8B7gwy35nWziBNDvAgjM7ewAAANxSURBVH8FPLOqLm7Dng+8uMVwEd0P1YSPAi/gji0xM40/4TDgH9pnZhndP+IJP03yZeDdwIvnusCzrPPpnAU8KJ78OtnxwBOTfI3uHIqfzzL+ZEfTHer4It0P9F3WDhudBLyiqr5Fd1hnZdt3zqA732V3uhbrNXQtLBMtKtPtZ28D/qTtZ4tnqPtzdC2Dq9u8Jy53n24f/4d0J8peCJxN992x4HhLeklqkqyiO0F29ahjkTZXtphIkqTesMVEkiT1hi0mkiSpN0xMJElSb5iYSJKk3jAxkTSl3P6U44vSPXvjL6a51HdT13t4uzfL3aIeSRvHxETSdCaecrwP3W3nDwb+dpgVJtmS7nkh85EwzFc9kjaCiYmkWVXVerq7sR7Z7jS5ZZJ/yO1POn4Z3Pb017PTPUn1W0nendufAPyuJKtbC8wbJuad7mm9r09yDvA8uuelnNhaa7Zrw/8+yVfa9A9P9+Te7yd5+cB8pnry8tIkFyc5vtW7ss3zWZPrmbeVKWlGJiaS5qSqfkD3nbEr3R1Rr62qRwKPBF6a5H5t1H2BV9PdkXYv4A9a+V9X1XK65zg9MclDBmb/y6p6XLut/mrg+a215oY2/NL2DJovcvsTsh9Fu5NmkqfQPdBwX7o7bD4iyRPatHsD/9pafjbQ3VX2P6apR9KI+SApSRtj4nGmTwEe0loeoHs2yd50Tx7+WktiSHIS8Di62+f/YZIj6L53ltA9PuH8Nv1sD/c7tb1fAOxQVdfRPUH7l+me/jvdk5d/DPywqta0cp/sK/WciYmkOUnyW3RPY11Pl6D8aVWdPmmc/Zji6bytNeU1wCOr6qdJTuCOT1Wd7Vkog0+Qnfx02Ykn+97pyctJlnLnp8l62EbqMQ/lSJpVkjG6h9r9S3W3iz6d7iFkW7fh90+yfRt93yT3a+eWPAc4B7gXXfJxbZLdgKfOUN1deeLulE9enmUan+wr9ZAtJpKms117ounWwM3AB4F3tGHvpTsk8o0kAcaBQ9uwrwDH0p1jcjZwSlXdmuSbdE9C/QHwpRnqPQF4d5IbgEfPJdCqWpnkgXRPXga4nu6pw7fMtR7PM5H6wWflSNpk2qGc11TV7406FkkLk4dyJElSb9hiIkmSesMWE0mS1BsmJpIkqTdMTCRJUm+YmEiSpN4wMZEkSb3x/wEsTNlmnO8zIgAAAABJRU5ErkJggg==\n",
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\n",
       "text/plain": [
        "<Figure size 648x288 with 1 Axes>"
       ]
@@ -692,7 +701,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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1mIiIiEjcUGIiIiIicUOJiYiIiMQNJSYiIiISN5SYiIiISNxQYiIiIiJxQ4mJiIiIxA0lJiIiIhI3lJiIiIhI3FBiIiIiInFDiYmIiIjEjag/K8fM8gLzgFXOuY5mVhkYDpQCvgd6Oef2RDsOERGJD/379ychIYGjjz6awYMHxzociTPZ0WJyE7AoZPwJ4BnnXBVgI3BFNsQgIiJxIiEhgVWrVpGQkBDrUCQORTUxMbOKQAfgDT9uQHNgpF/kHaBrNGMQERGRnCPaLSbPAv2BfX68NLDJOZfox1cCFdJa0cyuNrN5ZjZv/fr1UQ5TRERE4kHUEhMz6wisc87ND52cxqIurfWdc0Occ3Wcc3XKli0blRhFREQkvkTz5NdGQGczaw8UAkoQtKCUNLN8vtWkIrA6ijGIiIhIDhK1FhPn3F3OuYrOuUrABcA059zFwHSgh1+sNzAqWjGIiIgcqv79+3PppZfSv3//WIeSK0T9cuE03AkMN7NHgAXAmzGIQXIIXVYoIrGWfBWRZI9sSUycczOAGX54KVAvO8qVnE8fCCIiuYvu/CoiIiJxIxZdORJD6hrJHXLi66yYRQSUmBySnPihpK6R3CEnvs6KWURAickh0YeSiBzOtnz5SVS2u2/ntpT/kS6jRJPuEd2eZD+dYyIiIiJxQy0mIjEWjV+l0fxFCvpVKiLRoxYTERERiRu5psUkp/0qzYm/SMfVqB3xbW4/sjjkzcv25csjvv0OC+dnvpCkafWAyyK+zaR/1qb8j/T2jxn0dkS3JyLRoxYTERERiRu5psVEJDcpV7L4Af9zu2i05oFa9ESiQYlJnIpGUzlEt7lc4sfASzrHOgQRkYOirhwRERGJG2oxOQRqLheJnDIF8x3wX0QO3hFJ+w74n5PoE+AQqLlcJHLuPKVcrEMQOWx037I91iEcNCUmIiKSrdTaLBlRYiIiItkqmq3NOe0eO/JfSkwkruXkflIREck6JSYS13JyP6kc/pQ4i0SeEhMRkYOkxFkk8pSY5DK6JFNEROKZvp1yGV2SKSIi8Ux3fhUREZG4ocRERERE4oYSExEREYkbSkxEREQkbigxERERkbihxERERETihhITERERiRtKTERERCRuKDERERGRuKHEREREROJG1BITMytkZt+Z2UIz+8XMHvTTK5vZt2b2u5l9ZGYFohWDiIiI5CzRbDHZDTR3ztUAagJtzawB8ATwjHOuCrARuCKKMYiIiEgOErXExAW2+dH8/s8BzYGRfvo7QNdoxSAiInKoyhTMx9EF8+mp7NkkqkfZzPIC84GTgJeAP4FNzrlEv8hKoEI6614NXA1w3HHHRTNMERGRdOmp7Nkrqie/OueSnHM1gYpAPaBaWouls+4Q51wd51ydsmXLRjNMERERiRPZclWOc24TMANoAJQ0s+SWmorA6uyIQUREROJfNK/KKWtmJf1wYaAlsAiYDvTwi/UGRkUrBhEREclZMk1MzOwoM3vTzMb78epmFs6VNOWB6Wb2IzAXmOycGwvcCdxqZn8ApYE3Dz58EREROZyEc/LrUOBt4B4//hvwEZkkFM65H4Ez05i+lOB8ExEREZEDhNOVU8Y5NwLYB+CvqEmKalQiIiKSK4WTmGw3s9L4q2f8TdI2RzUqERERyZXC6cq5FRgNnGhmXwFl2X/yqoiIiEjEZJqYOOe+N7MmwCmAAUucc3ujHpmIiIjkOpkmJmbWLdWkk81sM/CTc25ddMISERGR3CicrpwrgIYE9x8BaAp8Q5CgPOScGxal2ERERCSXCScx2QdUc86theC+JsArQH1gJqDERERERCIinKtyKiUnJd464GTn3L+AzjURERGRiAmnxWSWmY0FPvbj3YGZZlYU2BS1yERERCTXCScxuR7oBpztx78DyjvntgPNohWYiIiI5D6ZduU45xzwJ0G3zblAC4KH8YmIiIhEVLotJmZ2MnABcCGwgeD5OOacUyuJiIiIREVGXTmLgVlAJ+fcHwBmdku2RCUiIiK5UkZdOd2BBGC6mb1uZi0I7vwqIiIiEhXpJibOuc+cc+cDVYEZwC3AUWb2ipm1zqb4REREJBcJ5+TX7c65951zHYGKwA/AgKhHJiIiIrlOODdYS+Gc+9c595pzrnm0AhIREZHcK0uJiYiIiEg0KTERERGRuKHEREREROKGEhMRERGJG0pMREREJG4oMREREZG4ocRERERE4oYSExEREYkbSkxEREQkbigxERERkbihxERERETihhITERERiRtKTERERCRuRC0xMbNjzWy6mS0ys1/M7CY/vZSZTTaz3/3/I6MVg4iIiOQs0WwxSQRuc85VAxoA15tZdWAAMNU5VwWY6sdFREREopeYOOfWOOe+98NbgUVABaAL8I5f7B2ga7RiEBERkZwlW84xMbNKwJnAt8BRzrk1ECQvQLl01rnazOaZ2bz169dnR5giIiISY1FPTMysGPAJcLNzbku46znnhjjn6jjn6pQtWzZ6AYqIiEjciGpiYmb5CZKS951zn/rJa82svJ9fHlgXzRhEREQk54jmVTkGvAkscs49HTJrNNDbD/cGRkUrBhEREclZ8kVx242AXsBPZvaDn3Y3MAgYYWZXAMuBnlGMQURERHKQqCUmzrnZgKUzu0W0yhUREZGcS3d+FRERkbihxERERETihhITERERiRtKTERERCRuRPOqnKjau3cvK1euZNeuXWEtv69EpegGFGGu8+WxDiHLyrfaG7VtO+fYu3IlG994m31bt0atHBERia0cm5isXLmS4sWLU6lSJYJbpmQsaevGbIgqcpI2b4p1CFm2Y/POqG3bOceWUqXgysvY8MzzUStHRERiK8d25ezatYvSpUuHlZRIzmdmlChQgPwVK8Y6FBERiaIcm5gASkpyGTPTay4icpjL0YmJiIiIHF5y7Dkm2aVAyTKcfmp1nHPkzZuX5558grPq18/ydl57822KFC5Mr4suiEKUgX733M+cefPZs3cvy5av4OQTTwDgrn7X061D+6iU+daHH/HLkiU8NfD+qGxfRERyFyUmmShcuDDzv5oJwMQpU7ln4MNMHz82y9u55orLIh3afzz/6EMALFuxknP7XMnciePSXC4xMZF8+fTSi4hI/FFXThZs3bqVI0uWBGDGrNl07rm/9aPfbf155/0PALjrgQc5vW4Dzmx4Nnfccx8ADz42iKeefwGA5u07MeD+gTRo2pJqZ9Zl1tdzAEhKSqL/vffToEkLardqx+vvBdtbs3YdLbqfT902HTizRVtmf/sdSUlJXHnLHZzZoi21WrbludffzDD2Zt16cv8TT9Ki+/m8PPRdRk+czNmdzqVe2460v+hS1v3zD0lJSVRpcDZb/OW4zjlOadSEf/79l7Xr13PeVX1p2L4zjTp25dvvF0TwyIqIiAT0szkTO3fupHajxuzatZs1axOYPGZUhsv/++9GRo0Zxy/zv8XM2LRpc5rLJSYm8s2MKXwxcTIPDxrMpNGf8da7wziiRAm++XIqO9atpem5PWnZ+Bw+Hz+RVk0aM6Df9SQlJbFj504W/vIrq9YmsGDqBAA2bd6S6b5s2baNqZ98BMDGTZvp1LolZsaQYe/z7JA3eOzuAbRr0Zwxk6ZwcfdzmTNvPlUqV6ZMqVJcfO2N3HbtNdSvdWZKi0xy2SIiIpGixCQToV05c779jsuuuZaF336d7vIlShSnUKGCXH1DP9q3aU2Htm3SXO7czh0BqH1mDf7+ezkAk6dN56eff+XTUaNxSUls3rqVP/5aRp0aZ3D17XeyN3Evndu0psap1al83HH89fcKbr5vIO2aN6NVk3My3ZfzfJkAK1av5qLrbmDtuvXs3rOHKidUBqBnp4489eprXNz9XEaMHkvPTh0AmDb7K35bujRl/U2bN7NzZ3g3txMREQmXunKyoGH9evyz4V/W//MP+fLlY9++fSnzdu0OvqTz5cvHnOlTOLdzZ0aN/YL23Xqmua2CBQoCkDdvXhKTEoGg6+TZ/w1i/lczmTtxHL99PZNWTc7hnAb1mDpyOMccfTSX3XQr7438lCNLHsG8SeNo0rA+r747jL53DMg0/qJFiqQM33Tv/fS78nK+nzKB5x99iF27dwNwdv26LPr9DzZs3Mi4yVPo4hMr5xxfjfmMuRPHMXfiOP6aN4fChQsdxFEUERFJnxKTLFj8228kJSVRulQpjj+2IouWLGH37t1s3ryFaV8GrSrbtm1j85YttG/TiqcHPcbCH38Ke/utWzTntTffZu/e4Nbuvy1dyvYdO/h75SrKlSnNFRddQJ8LzmPBzz/zz7//sm/fPs5t346Bt9/Kgp9/ydK+bN6ylQpHH41zjvdGfpoy3czo1Koltw98mNOrVaPkESUAaH5OI155Z1jKcgt/+TVL5YmIiIRDXTmZSD7HBIJWg7defZm8efNybMWK9Di3K2c2PIeTTjyBmmecAcDWbds494JL2L17F845nnr80bDLuqL3pSxbvoK65zRlX2ISZUuX4uM3XmXmnG94+tXXyZ8/H8WKFOHNZ59idcJarrqtf0qrzcMD7sjSft136030vKovFY8+mjo1a7Bm3bqUeT07d6Rxl+4Mff7plGnPPfIgN959H++OGEliUhJNGjZIuQpIREQkUsw5F+sYMlWnTh03b968A6YtWrSIatWqhb0NPSsn+qL5rJxkSxMSWHNr1pKw9HRYOD8i2zlUW778JNYhZNm2g7hkPpYWjP8x1iFkWTzUT9XN7JHT6mck6qaZzXfO1UlrnrpyREREJG4oMREREZG4ocRERERE4oYSExEREYkbSkxEREQkbigxERERkbhx2NzHJNKXtRWt1Tyi2xMREZHMqcXkIG3Y8C+1GzWmdqPGVDipKsedcmrK+J49e6JSZrNuPTO84+oJdc+iVsu21G7VjtbnXcSK1asjVnaffrcwasKkiG1PREQkLUpMDlLp0qWY/9VM5n81k6sv78NN1/dNGS9QoAAQ3Ck29Hk62WHaJyOYP3k8DWrX4okXXs7SuklJSVGKSkREJDxKTCLsjz+XUqP+WVx3863UPacpaxIS6NvvZuo3ac4Z9Rry8KDBAIwZP4FLLr8qZb0p02fQ/aJeAIyfNJnGXbpTv10nLr72Rrbv2JHlOOrXPpPVCWtTxs+97EoatO9MzRZteOvDjwBITEyk3Kk1eGDwUzTq2JW5Pyxk3g8LadnjAhq070ynXpexdv36A7Y7acZMLux7fcr4hOkzuOjaG7Icn4iISFqUmETBr4uXcFmvS5g3+0sqHHMMjw18gG+/nMb3X89iyvQZ/Lp4MW1aNGf2nDns3Bncxv3jTz/jvG5dWbd+PYOfeY4Jw9/j2/FjOL1aVV588+0sxzD5y1l0btMqZfzNp5/kmy9G8/XYz3nu9TfZuGkzEDzM78zTT+WrsZ9z5mmnctvAhxk+5GW++WI0F3XrwsAnnzlguy0bn81PixazYWNwi/93R4zk0vN6HOyhEhEROcBhc/JrPDmxcmXq1q6VMj585Ce8Pew9EhMTWb0mgUWLl1C9alVaNmvKFxMn0blDeyZNncbTgx5jyvQZLFq8hCZdgy/7PXv3clbdNB8nkKbm3c9j3T8bOLpcWR69q3/K9OffeIuxk6cAsGpNAkv//psap1anQIECdGnbBoDFf/zJr7/9RrsLg5abpKQkKpQvf8D28+TJwwVdOzP889Fc2LUL3//4M8NefO7gDpSIiEgqSkyioGjRIinDv//xJy+88hpzpk+hZMkjuPTKa9i1azcAPbudy9vD3qNw4SI0qFeXokWL4pyjTcsWvPXkoIMqe9onIyhQID+X33wbjzzzPI/fM4Cps2Yz+9vvmDXqUwoXLkSzbj3ZtTuIoXChgpgZEJwTc3rVqkz7dESGZfQ+vycXXH1dsA+dOpA3b96DilVERCS1qCUmZvYW0BFY55w7zU8rBXwEVAKWAec55yLy2N8STbpnOD9WTxfesnUrxYsXo0SJ4qxJSGDS1Gm0adkCgBZNm3DtTbeQlJTERef1BKBh/XrccuddLP17OSccfxzbd+xg9dq1VKlcOewyixQuzJMD76Nem47cecN1bNm6lSNLlqRw4UL8uuQ35i38Kc31qlU5iVVr1zJ3wTd4XJoAABjCSURBVELqnlmDPXv28Mdfy6h+yskHLHfsMcdQutSRPPnSq0wc8f5BHhkREZH/iuY5JkOBtqmmDQCmOueqAFP9+GGtVs0aVDvlFGrUP4trbryZsxrUT5mXL18+2rZqyZTpM2jXOjgf5Khy5Rjy4vNcct2N1GndniZde/D70r+yXG7F8uXp1qEdQ4a9R7vmzdmxcyd1Wrfn0WdfoF7NGmmuU7BgQYa/+hL9H36EOq3bU69dJ75b8EOay17QtQuVjqvIySeckOXYRERE0mPOueht3KwSMDakxWQJ0NQ5t8bMygMznHOnZLadOnXquHnz5h0wbdGiRVSrVi3sWGLVYnKwkjZvinUIGbr+rntoUKsWvXrub6nasXln1MtdmpDAmlvviMi2OiycH5HtHKpI3xwwO2wbPzbWIWTJgvE/xjqELIuH+qm6mT1yWv2MRN00s/nOuTRPoMzuq3KOcs6tAfD/y6W3oJldbWbzzGze+lSXrEps1W3Tgd///Ivzu3SKdSgiInKYiduTX51zQ4AhELSYxDicuNKwfWcSU90M7d0XnqXayVWypfy5E8dlSzkiIpL7ZHdistbMyod05azL5vIPC3O+GB3rEERERKIiu7tyRgO9/XBvYFQ2ly8iIiJxLGqJiZl9CMwBTjGzlWZ2BTAIaGVmvwOt/LiIiIgIEMWuHOfchenMahGtMkVERCRni9uTX7Nq9YDLIrq9o+55OqLbExERkczpIX4HacOGf6ndqDG1GzWmwklVOe6UU1PG9+zZE5Uym3XrycJffk13/gl1z6JWy7bUbdOBum06pHtztFh679NPWfvP/su/2/a6hJ8WL4phRCIiEk8OmxaT7Fa6dCnmfzUTgAcfG0SxYkW5rd+NByzjnMM5R5482Zf/TftkBCWPKJHmvMTERPLli+1L/t5nn1KjejWOKlM2pnGIiEh8UotJhP3x51Jq1D+L626+lbrnNGVNQgJ9+91M/SbNOaNeQx4eNBiAMeMncMnlV6WsN2X6DLpfFDzVd/ykyTTu0p367Tpx8bU3sn3HjoOOZ+qs2bS98BIuua4f9dp2BGDYx5/QqGNX6rbpwI1338e+ffsAeOvDjzi1cXNa9byQvncM4LaBDwHQp98tjJowKWWbpU45LWX4fy+9QqOOXandqh2DX3kZgKXL/6Zh1y7ceN99NOzSmR59r2HX7t18On48Py9ezOW338453buxZ+/+lqW3R4zgviefTBl/c/hw7n9q/7iIiOQOSkyi4NfFS7is1yXMm/0lFY45hscGPsC3X07j+69nMWX6DH5dvJg2LZoze84cdu4MbuP+8aefcV63rqxbv57BzzzHhOHv8e34MZxerSovvvl22GU3734eddt0oEnXHinTvvv+Bx67506+nzKBXxYvYdSESXz5+UjmThxHYlISI0aNYeWaNTz+3AvMHPUJ495/h1+W/JZpWeOnTWf5qtXMHvMZcyeO47sffuDbBQsA+GPZMvr26sWcUaMpXLAQ46ZOpVu7dpxWtSpvPfkksz75lAL5C6Rsq0eHDoydMoXExEQAPvj8My7q2jXs/RYRkcODunKi4MTKlalbu1bK+PCRn/D2sPdITExk9ZoEFi1eQvWqVWnZrClfTJxE5w7tmTR1Gk8Peowp02ewaPGSlMRiz969nFU3zccJpCmtrpz6tc/kuAoVAJg6+yvmL/yRhh26ALBz1y6OLV+eAgXy06zRWZQ+8kgAundsz4rVqzMsa8rMWUyc8WVKS8zWrdv48+9llC1dihOOPY5TTw6eSlyjenWWr16V4baKFy3KWXVqM3n2LCpVPJa8efNS9cSTwt5vERE5PCgxiYKiRYukDP/+x5+88MprzJk+hZIlj+DSK69h167dAPTsdi5vD3uPwoWL0KBeXYoWLYpzjjYtW/DWk5G7xUvRwvvjcc7R+/yeDLzj1gOW+XTcF5hZmuvny5sP54LunqSkJBKTEv224K5+13PZBecD+x/it3T53xQokD9l/bx585CU6hb6aenVrTsvv/sOx1WooNYSEZFc6rBJTI4ZlHF3R6yeLrxl61aKFy9GiRLFWZOQwKSp02jTMriVS4umTbj2pltISkriovN6AtCwfj1uufMulv69nBOOP47tO3aweu1aqlSuHJF4WpzdiAv6Xs8NV/ShTKlSbNi4ke07dlCv1pkMeORx/t24iWJFi/DZFxOoU/MMAI4/tgLf//gzXdu1ZdSEiSQlBUlKqybnMOj5lzivcyeKFinCqoQEChUsmGH5xYoWZev2tM+ZaVCrFnc8+gjf//wzX332eUT2V0REcpbDJjGJV7Vq1qDaKadQo/5ZVK5UibMa1E+Zly9fPtq2asmHH49k2BtDADiqXDmGvPg8l1x3I3v27gXgoTtvj1hiclq1qtx7cz/aXdiLffv2kT9/fl587GHq1KzBgH43cE6Xbhxz1FHUOuP0lHWuvPgielxxNVNnzaZl43MoWCA4N6Rd82Ys+eNPzuncDYAihYrwxuDBGZZ/cddzuemB+ylUsCBThw//z/wurVvz29K/OKJ48Yjsr4iI5CzmXPw/uLdOnTpu3rx5B0xbtGgR1apVC3sbsWoxOVhJmzfFtPy3PvyIX5Ys4amB94e9TnJXzqHocc3V3HLlVTSqWzfN+UsTElhz6x2HXA5Ah4XzI7KdQ7Xly09iHUKWbRs/NtYhZMmC8T/GOoQsi4f6qbqZPXJa/YxE3TSz+c65NE+g1FU5Ehf+3bSJOh3ac0SJEukmJSIicvhTV04O1LB9ZxJTnUz67gvPUu3kKhEr4/ILz4/YtsJRqmRJ5o37IlvLFBGR+KPEJAea88XoWIcgIiISFerKERERkbihxERERETihhITERERiRuHzTkm42rUjuj22s6ekuky+UqU4uYbruPJxx4B4KnnX2Dbtu08cPeAQyr7sf89xchPPgXg58VLOK3qKQD0Pr8nN1ze55C2nZ6ps2bzytBhjHzztahsX0REJByHTWISCwULFuTzMWMZcNstlCldOmLbvfuO27jz6iuA4Em+cyeOS3O5xMRE8uXTSygiIocPdeUcgnz58nFln948+9Ir/5n39/IVtOrUlTMbnk2rTl1ZvmIlAJf3vZ6b7xjA2S3bUOWMM/nk81FZKrNPv1vo/9CjtD7vIu574km+/X4Bjbt0p17bjjQ9tye///UXEFxSvOTPpSnrNevWkx9/XcS27du58pY7aNSxK/XadmTs5KmHcAREREQiS4nJIbruqiv4cMTHbN685YDp/W7vT68LzmfBnNlcdF4Pbu6/v3tnzdoEZk4az6gRH3L3Aw9lucylfy9nwvD3ePyeAVQ96USmfzqC7yaM5a5+NzBw8NMA9OjckU/GBC0tK9esYcPGTZxRvRqPPvsCrZs25quxnzNx+Pvc+fCjKQ8VFBERiTX1AxyiEiVKcMkF5/PCq69RuHChlOnffDeXke+/C8AlF5zPgPsGpszr0qEDefLkoXrVqqxdvz7LZXbv2I48eYKcctOWrVx+8+0s/Xv5Acv06NiBbpddyd0338jHo8fRo2N7AKbMnMXE6TP438uvArB7926Wr16V5RhERESiQYlJBNx03bXUbdyU3hdflO4yZpYyXLBggZTh5GcV3fvQI4yfOAmA+V/NzLC8IoWLpAw/MPhJWjU5h769e/HHX8vo1OsyAI6vWIFiRYuy6LffGTlmLG88/b+U8j5+4zVOrHT8AdtcsWp1OLsqIiISVerKiYBSpY6kx7ldeXvYeynTGtavx0cjgytrPhjxMY0aNshwG4/cfy/zv5qZaVKS2uatWznm6KMBGPbxgQ/c6tGpA4NfeoXde/ak3K6+VZPGvPT2OynL/PDzL1kqT0REJJoOmxaTzJ52GO2nC9964/W8POSNlPFnBw/iyutv5KnnX6BMmTK8+fKLUSn39muv4erb7+TpV4fQJFXy071De/o/9CgP3HZLyrR7b+nH7QMfplbLtuxzjhOPP55P3hoSldhERESyypK7EuJZnTp13Lx58w6YtmjRIqpVqxb2NqKdmERa0uZNsQ4hy3Zs3hn1MpYmJLDm1jsisq14eKw86NHy2SGnPVYe4qN+qm5mj5xWPyNRN81svnOuTlrz1JUjIiIicUOJiYiIiMSNHJ2Y5IRuKIkc55xecxGRw1yOTUwKFSrEhg0b9EWVSzjn2LJnD3tXrox1KCIiEkU59qqcihUrsnLlStaHeYOyfbt2RDmiyHI7c1a8AHt27o3atp1z7F25ko1vvB21MkREJPZybGKSP39+KleuHPbyOe3scp1ZLiIiuVFMunLMrK2ZLTGzP8xsQOZriIiISG6Q7YmJmeUFXgLaAdWBC82senbHISIiIvEnFi0m9YA/nHNLnXN7gOFAlxjEISIiInEmFueYVABWhIyvBOqnXsjMrgau9qPbzGxJNsSWW5QB/ol1EDEX8mBFiRuqm8lUP+ON6mayyNTN49ObEYvEJK09+s81v865IYAe4hIFZjYvvVsBi8SS6qbEK9XN7BOLrpyVwLEh4xWB1TGIQ0REROJMLBKTuUAVM6tsZgWAC4DRMYhDRERE4ky2d+U45xLN7AZgIpAXeMs590t2x5HLqYtM4pXqpsQr1c1sYrqlu4iIiMSLHPusHBERETn8KDERERGRuKHE5DBgZveY2S9m9qOZ/WBm/7kvTMiyQ82sR3bGJ1ljZkn+dfzZzMaYWclYxxTKzLaFuVwnM/vV78ejGSzXx8zWm9kCM/vdzCaa2VmRizilnIFmdnukt3sozKymmbWPdRyxkLoe+XrwYqziCWVmy8zsJ/+Z+qWZpXvPDYk8JSY5nJk1BDoCtZxzZwAtOfAGdpLz7HTO1XTOnQb8C1yf3QGYWSROjH8W6OD3441Mlv3IOXemc64KMAj41MyqRSCGeFcTyJWJSQ7QzH+mzgDuze7CI/QezJGUmOR85YF/nHO7AZxz/zjnVpvZ/WY21/9aHWL231v1mVlt/2tgvv+VWt5P7+d/6f5oZsOzeX/kQHMI7pYMgJnd4V/XH83sQT+tqJmNM7OF/vU+309P7/W9ym9joZl9YmZF/PShZva0mU0HnjCzYmb2dsgvx+4hcTzq1//GzI5KJ/Y9BPcpwjn3V7g77JybTnAFxNW+rBPNbILfj1lmVtXMjvC/avP4ZYqY2Qozy5/W8qnL8C0V3/j9+szMjvTTZ5jZs2b2tT+W9fz0gWb2jplN8uV2M7PB/thMMLP8mRzzGWb2hJl9Z2a/mdk5Ftwu4SHgfN9Cdn64x+hwZ6ladpNbV8ysqT++I/xxHGRmF/vj+pOZneiX62Rm31rQCjcluY761/Et/3osNbN+YYST+j14iS/vBzN7zczy+r+hvs78ZGa3+GUzqmd1/HAZM1vmh/uY2cdmNgaY5Kf199tcaGaD/LQ067iZ9fQxLDSzmYf2KsSQc05/OfgPKAb8APwGvAw08dNLhSwzDOjkh4cCPYD8wNdAWT/9fIJLtyG44V1BP1wy1vuY2/6Abf5/XuBjoK0fb03whW0EPyrGAo2B7sDrIesfkcnrWzpk2UeAG0Pqxlggrx9/Ang2ZNkj/X8XUp8GA/emsQ95gE+B34HKmexvH+DFVNO6AuP98FSgih+uD0zzw6MIftUm798bmSw/ELjdD/8Y8l55KHk/CX4dv+6HGwM/h6w72x/XGsAOoJ2f95mPN6NjPgN4yg+3B6akt++55Q9IIvjsSv5bnnwsfF3skcZ7oimwieAHWUFgFfCgn3dTyOt4JPuvOr0y5NgP9K9RQYJbzG8A8qcR2zKgjB9+FrjaD1cDxiSvQ/CZeylQG5gcsn7JMOpZHT9cBlgWUh9W4j+/CR52+zVQxI8nT0+vjv8EVAiNISf+5dqmosOFc26bmdUGzgGaAR+Z2QBgq5n1B4oApYBfCN5QyU4BTgMmW9CYkhdY4+f9CLxvZp8Dn2fLjkiowmb2A1AJmA9M9tNb+78FfrwYUAWYBTxpZk8AY51zs8zsNNJ/fU8zs0eAkn4bE0PK/tg5l+SHWxLcABEA59xGP7iHIIHBx9cqjX24kaDOvQyMMbNmQGXgDudczzCOgQGYWTHgLOBj29/oV9D//4jgy3+6j/PlTJbHb/MIgg/tL/2kdwgSwGQf+v2daWYlbP85PuOdc3vN7CeC4znBT/+J4LXK6D0FQaIGwTGrFMYxONztdM7VTB4xsz5AOLd8n+ucW+PX+RPfskDwOjTzwxUJPgvLAwWA0Ba7cS5oYd5tZuuAowiSgdSm+5aWdezvymlBkITM9a9xYT9/DHCCmb0AjAMmhVHP0jPZOfevH24JvO2c2wHgnPs3kzr+FTDUzEawv77lOEpMDgP+i2QGMMN/aF4DnEGQka8ws4FAoVSrGfCLc65hGpvsQPBrsTNwn5md6pxLjFb88h87nXM1/QfbWIJzTJ4neM0ed869lnoFn5y2Bx43s0kEv+LTe32HAl2dcwv9l0HTkHnbQzdLGs+xAvY6/5OM4FdvWp8jbYDBzrkZZvYQwYf1dwTJRDjOBBYRtLxsCv0CCzGaYH9LEXxZTAOKZrB8uFLvc/J4cnfpPjMLPQb7CI5BRu+plPVJ/5jJfon4Uw0s+PYtEDJvd8jwvpDx5NcB4AXgaefcaDNrStBSktb6Gb0WzQjeD0MJWjtuJXiN33HO3ZV6YTOrQVDvrwfOA24JZ//472dzZu/BdN8Tzrm+Flz80AH4wcxqOuc2ZBBHXNI5JjmcmZ1iZlVCJtUEkp/E/I/PrtO6CmcJUNaCk2exoG/+VAv67I91QT9/f/b/qpZs5pzbDPQDbvfnMEwELvevKWZWwczKmdkxwA7n3HvAk0At0nl9/aaLA2v8Ni/OIIRJwA3JI8n942FaAFxiZnmccyMIunQuIkhQMmRmTQjOL3ndObcF+MvMevp55r8AcM5tI0h2niNoKUrKaPlk/rhuNLNz/KRewJchiySfo3M2sNkvH46Mjnl6thK8HnKgZQTJJkAXgm6yrDiCoJsHoPfBBuGc2wncDFzqE+CpQA8zKwdgZqXM7HgzKwPkcc59AtxHcDFCRvVsGfv3L6OrJCcRvOeTzwMrlVEdN7MTnXPfOufuJ3gS8rHpbTieKTHJ+YoB75g/WRWoTvDr4HWCps3PCZ5PdADn3B6CN8QTZraQoI/3LILm5/d8y8sC4Bnn3Kbs2BH5L+fcAmAhcIFzbhLwATDHvz4jCb7UTge+890/9wCPZPD6QvDB+S1BF9HiDIp/BDgy+WQ69jeTh+NRgl97P5vZfGAt8BrwgU9+U0s+AfQ34G6gu3NukZ93MXCFj+EXgi+qZB8Bl3BgS0xGyyfrDfzPv2dqEvwiTrbRzL4GXgWuCHeHMznm6ZkOVDed/Jra60ATM/uO4ByK7Zksn9pAgq6OWQRf0AfNdxt9CFzvnPuVoFtnkq87kwnOd6lA0GL9A0ELS3KLSnr17EngWl/PymRQ9gSClsF5ftvJl7unV8f/Z8GJsj8DMwk+O3Ic3ZJeRMQzsxkEJ8jOi3UsIrmVWkxEREQkbqjFREREROKGWkxEREQkbigxERERkbihxERERETihhITEUmT7X/K8S8WPHvj1nQu9Y10uX38vVkOi3JEJGuUmIhIepKfcnwqwW3n2wMPRLNAM8tL8LyQ7EgYsqscEckCJSYikinn3DqCu7He4O80mdfM/mf7n3R8DaQ8/XWmBU9S/dXMXrX9TwB+xczm+RaYB5O3bcHTeu83s9nAhQTPS3nft9YU9vMfM7M5fv1aFjy5908z6xuynbSevFzJzBaZ2eu+3El+mz1Sl5NtB1NEMqTERETC4pxbSvCZUY7gjqibnXN1gbrAVWZW2S9aD7iN4I60JwLd/PR7nHN1CJ7j1MTMzgjZ/C7n3Nn+tvrzgIt9a81OP3+FfwbNLPY/IbsB/k6aZtaa4IGG9QjusFnbzBr7dasAL/mWn00Ed5UdmU45IhJjepCUiGRF8uNMWwNn+JYHCJ5NUoXgycPf+SQGM/sQOJvg9vnnmdnVBJ875Qken/CjXz+zh/uN9v9/Aoo557YSPEF7lwVP/03vycvLgb+ccz/46Xqyr0icU2IiImExsxMInsa6jiBBudE5NzHVMk1J4+m8vjXldqCuc26jmQ3lwKeqZvYslNAnyKZ+umzyk33/8+RlM6vEf58mq24bkTimrhwRyZSZlSV4qN2LLrhd9ESCh5Dl9/NPNrOifvF6ZlbZn1tyPjAbKEGQfGw2s6OAdhkUdzBP3E3zycuZrKMn+4rEIbWYiEh6CvsnmuYHEoFhwNN+3hsEXSLfm5kB64Guft4cYBDBOSYzgc+cc/vMbAHBk1CXAl9lUO5Q4FUz2wk0DCdQ59wkM6tG8ORlgG0ETx1OCrccnWciEh/0rBwRiRjflXO7c65jrGMRkZxJXTkiIiISN9RiIiIiInFDLSYiIiISN5SYiIiISNxQYiIiIiJxQ4mJiIiIxA0lJiIiIhI3/g8ALx6rUC838QAAAABJRU5ErkJggg==\n",
       "text/plain": [
        "<Figure size 648x288 with 1 Axes>"
       ]
@@ -878,7 +887,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 648x288 with 1 Axes>"
       ]
@@ -903,7 +912,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 648x288 with 1 Axes>"
       ]
@@ -1262,7 +1271,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 648x288 with 1 Axes>"
       ]
@@ -1288,7 +1297,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 648x288 with 1 Axes>"
       ]
@@ -1614,7 +1623,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 648x288 with 1 Axes>"
       ]
@@ -1640,7 +1649,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 648x288 with 1 Axes>"
       ]
@@ -1667,7 +1676,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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uB5sTCbQe5evFugRGq04y1G6L3bPGcvjsLhh9m7yjtdtg2BR5D+c/BqNulElAW6Bpcq0pr2U/rGpRNJRDsAksNiHnGbnG9d5ymH1P8n3rdsCupTFS+FND3S54aaJYaKPwN8BbU2Ui1umIH65tJr4TmCTne0B+ZuuDll5jU5LtZHj3fL7aVJWw3S1je5F7gPU4eZkOrh/Tg8lPLUy6/trjepAZtQw0VcOHt8UIjh7la0Qo2TvS+TkyYfyj8MolMruNYu5/4Iz7sHY+OrZMS3I8PYK6ASojH3qfKu6leBx1U3ozMbsLjrgKvn4BnNnQ/VgZSLcvhurNMnBlFse2b9gDj4+WWX0Ua96VGeI1cyGngyyzOsRqsnVu8vN2PSYhwkjTNCob/PhCYWwWhcdlwx0n/K5s8HHTy18bCA6IdWfqi0v57FfHUZIdITneCnEz6AkOyCz25Ukw+X3IEhH4N9trePXiHnRY9l8cL74EwWY6ZbfnXyNv4xNtCI3NfiPJqd0Bs/4qs/6QH0oHwEl3QrtBMauWK1uI77wHE69/9TtwyPHQ7Rj5HfQJIctuD0Mvk4g5LSzWn6XPiVbL7207ybHaZbbub0i+vt2A2N/uvWhOsjvE/m6qhUPPETdWNGoMoKAHjH9E3FZtJTkONwy6QMTvydDntLYfMwp/o1it3r1ZvleloPsYOO3fQs6jmrNQQN7xVNg2P0YKf0oINMO8+40ER49P/w/Oe9pI+horoGqzWNBsGXDYBZDVDtxpTKbSRcMeEcvvWQnFfSKBEPsXSRoIhalu9LO+rIFqr59D2+eQ67Yf8PHm+4CpyfkekO920C2FWLdncRY5uoEiP9PJAxcOYcpRXVusNu1zXPxrwiDOGNQehy3FIwsF9upHDoRClNU18/W2GhZurmJPXXNSjc/gTrn88oSeWHXh4g6rhTvOOpQu+uiuoB+2fJ76hKveEMsBYLXZ0WbfYyQ4IIPWu79E2XQDd0a+RK8kg9UuH3YU7nw44z4Ycb0MXCBugpPvFqKSblhyZiF1F7zD5omf8Y+sW/mjZSoLj59G5UWzxB0XtbaEArDkaSPBiaKpGhY+Hpttu/Nh7F+Td0YZeTDwPIPgtb45wKdryzj3kS856q5POPruT/njmysoi7OyNflDrNhRF39EWRcIsWaXbl1DWXKtEYhrSEd++uYE6fzJdTiWPhXTQdXtJPuDqRzPAmwWncuubhc8d5a4gaJWkt3L4dnToWxVbLtAEyx4PPn5QbRXUY2V1S5RV+e/IIT5mdPh+XNEM3Hxm9D16PTcNMoKQy9Nvi6vqzFiyWKHQ8Yk37b9kDiCEYbXrzASHBCrzid3tG49ag2dR4iIPh7ObBhzOziz0jtu5UZ4+jQhOCBWo42z4Imx8p5EESWFqVDYO/W6HzMCTVC2OvX6yg1GS1ljhbi1njhBvut598FDI2DOvTFX14FG9VZ4/Hhx1374O3huPDx2LFRtSvuQ/mCItbvrWbJ2Ez2cNRzuqSZYt4v3lm6lsuE7sBT+wDAtOd8DCj1Onpx8OBMfm8eeuthLU5rt4vFLh1HoMc5EC7Oc/PrkPlx97CGEwhp2q6Ig05k8R01TjZiMFzwus/S+p0P30S1uopbNAkEWbq7mhmlLqfHKjN9ps3DbKX0567AOBqKV63YwZVQ3zhvWiWXbarBZFQM65JLtshn1HQrpaFMJf92FMY2HvxG17oPk24UCqK3zZJAHITnj7pYOJR7H/k7OqUdmIYz5PYy8TkTDVrsss6T/etdV7OSF7UXcPXNNy7Jn58MRXfN4+PQgBbbd4jLz1cG6j1IfaP1HMPy6FusIRX3gwukw49aYaLPj4XDmQwnhwEu3VjHl6VgkoD8U5tUlO1i5q47nLj+SwkhUXnAvIuNGPZGNt+DEQyfULrbWYf02udXJM/dOXH1PAiJh77u+FsJ36j9lQA755d/ip+Gj38P5z8v9CvrlPU0Fb2VsZu3Oh+G/gEePibU75JdZ9JbP4fKZ6ZFYLSzWokAzLH025g7qMBROvguqtkBxX1nmq4Pjfiv7bPosdoyOh8PJd0LdbrF6gBADPTnQY9OnpPRZ7w1ZRXDRa7D0eVjyjOi+eo0T7ZKnw973T4amGkmPkExb1rAH1n8IQyJaKFeuWC+/vC9xW0cmdDs2vTb80LBniBVk23z5nd1B3Kl12+VZFfSIWQk1TaxpGz5OPM5XD0L/8fK+Hkg0VoglvHabcXn9Lph2AVz6XqyfaQPqmoMUh8s4dPnN8N48AEpcuZQe9Rt2VJyGx9Ux9eT6JwCT5HxP6Frg5p3rR7Fudz1r9zTQp9RDrxIPRZ7kpnaX3YrLvhf9TXMtLHrSKAhc/Q7kd4fJMyC7Xcvi8no/U55eaBgQfcEwf3p7Jb1LPQzvbjTLe1x2PC57i1YoeSNzYehkcTklg362HA4m71BbrkVHlGwO6D1ONCKf/E1mmnld4djfiI882czV7gJ7u8Tl6SDQTJm9PXfPXJawasGWaqavyuTKETlYQYhUay4xVy5YdZ+ZMxJRdPlMGawsVtFBxLlFKhp8/H3GGpJh9a56tpTXt5Act8NKkceZNOpJKRjUUde+vK7S5mQuRpvLQI6tOxanvq6GPdjCOovSnhVw9qPw0R8kUgyEaB7za7nOKHFxZEHPE2HznOTH7Xp07PkGmkSonYyY1e2E1e+Kta6teXXsbpj3EPQ8CX4xT9xWjkwhN29NhUveiG3r9MAzp8Fxv5N/9buEjFZuhFcuhUvfjm2bzJqnR2vamr0hqxiOugEOmyQDrjN7/5JSBpslQiwVNn4CAyfKt2h3ybmrNhmjvDLyhHx9n/mC2gJ9skmbCzLivlO7C0Zeh8/XRO3hN7KpViMY0uhR4CD7mydxDxofc1U1Vkg6i1SY/4i4Z9MVgIfDoukK+8V66MpJJPD+BplMJEP5WmiuTovk2JvKyXl1vJE8NdeQNet3tDs1n8ai8Tja6hL+EcEkOd8TlFIUe1wUe1yM6tn2FzEpvFWJEQ8gndGce+DEO8DhJhgK88JXW1PO+P/78Xr6XORpu//V5oQR18ksdVccIRj7V8jUWSZsLknMV7kx+bG6HW387cqBLiNg4gtiMrbYW83JEQiFqfb6CYU1bJZWLF/7AM3q4IWvq1Ouf35JJecM60ZRtJ3Dr5V7kAzDr00UMQebhfB5q+QeWh1CAnSuqmDAz7o9KTQjwLwN5QzrJoNLgSPAn0/qwnWvrkvY7pJhJXisusHV4RFi8NVDiQc96iZDQkJLazoDiw2lt5T1OV3cVfW7YssaK+D9X8M5T4h1DcBqhQHnCjGOj4yzueDYX8dcQN7q1PcVJMP1oImJQtm9wZ0HZz4g7+y7v5T3SwvBIaPlfdO7Sh1ZUDpIiJvVLut8dbJPhyHGbUsGJJ4rCldO+m6lKCy27y75n7IIcUpl2cvpZLSEZhZJ5N/o22HHYtm3uB+48mLP9seEhjJY8FjE/VkH3Y8TkXpuN7DHBuzGjPZ83ut2bn5iJd6IxdNhtXD7uCmMz2tPi81YC7eeCqC5JvnEYV/QVCMW31l/FaJhd4sV7ehbjBZ5X+r+QI5T2/r6FLCXrUi0DkWQ/eVd+HoeB5QaV4TDEVKvybv9IyZBP10blAlY9Wbs74JDROAZ9Z0vm9byUfpDYTaUp/5Avq3y4g+lGZqeVQyTXoOL34Ihl0o46/WLxcKjnzllFsG4e5PrUXqfahTy6pGRJ26OVghOVaOfx+ds4qR/z2HEnZ8w/qEveXvZTmq96WkgwkBNU+p8RHXNATRLpGMPBdEyCyWRXzz6j0fLbm+cwTfVwNcvwn2HiVj54ZHijtmxxOD/tyjIig/91qGdJ7bO6qvlmLp3ePmingzpnIvTZqF7YSb3nNaFm/rWk12jswg5MiVce8wfYgNmdgeJBDtsklFjUjogtZWq7+nGQbB8rZHg6DH3v8Z7kFUKV8yC3qfIYAsiKr5illHIi5ZamwXpRc5FUbVFZsbH3Ar9zhAy2u1Y+GZ6nLA9F856WCxMoYDMtqME5/wXjFaMjFwRAifD0bfuX3u/a2QWwcjrk69TSr5fvYWsfpfoq54YKwT5vVvgvwPFrZVOLio9GiugfJ2kNKjcuHeL2F6PVy7i7zn3yrFDfiERjx4juYV0KPNqXPvSNy0EB6S//NO761hfqXsPXNligUyFfmemJwAPh4Ssv35ljGgEvGIZeuMa471wF8iEKBksVshJLymkY08K6xBA9WasKm5saCyHxU/KpObJk+CzO0WT9yNNLGxacn7KCHjlwxv1S9F3NNdAu8GSBG/W34iGOTutFgZ2zGXW6uR6gT6lnr27xlpDVhFkHQeHHJd6G6XE1XTZB6LR2LFIiM3wa+Gwi9L2Z9c1Bbj3w7W8tCAmaN5e3cRNL3/NHWcdyoTDO2G3to3LWy0WThtQyhtLdyRdf2zPItyuyKfjr0d9/CfxyQ+eJJ2+pslzqduB+vB3cP6LMZK2ZwW8d7PxgPW7xSVy/eKWbL85Fj+Thhbz6JeJofROm4VRPXSkLxTAM+cvHFnyGv8bOpXg2J5YvOUULPsDatanMPGl2LaN5XKudoPhzAeFRHgrRTy95Flxc0ZN3nY3nPsUvHujRN2484XM1O2CY39rHLS3fZX6hpatNP5WSrILn/ovOOn/ZJYcDdvXzwhduUKcU7nNhl6a3sDSUC6uniXPGSPd3AUSTeOrN0bLeEpgwjMyU67bLm3PyEt007jz4fT/iEtw8dNCorJKxM3af/yPa7arlBDVrfOMOYMstog+TDfp8Hsl0qhivfzWC8nfuApuWp5+hFfdTpg2KZZDC4RQnvtkgq5wn1GxQXL4xCPoEx3S+EfAlUMgGObpuZtJJWl74NP13DfxMDwuu7iOjroRlr8iMgE98rqK6zPdDOjJrPEgInBvZcyV7cyW/jKZPGDoFHBkJy7fB6jiVoTjWSVYlG5saCyHVybD1i9iy774Nyx7Ca78zCCR+LHAJDk/ZQyYIIPVixOMptR+Z6Fd/AYq4tO1Wi2cN7Qjj87eaJixgHyXvxzbi2zX92Bydnqg83C48GURCCsgo8CoWYlHKBirXZUkf0yDL8jLC79NsiP846O1jO1XQnF22/3kgzp46FPqYc1uo4k6w27llrE9yHLK/Qpgw+rMxvLuL2XQ6zJKNnzzGjGZ9ziBgLJiB3G/fPp/MkAedhF0OlKsA2vfg1VvS5K8o26Uy7a5uHJ4Kct3e/lyU0yv5LJbeGJCT3Ltuudod4u1a88K8t+/xnghSkFJ/9jv5hpxLwyaKOb1HYtEYDnoQvjo9khYdYTkeEqEgFw4XfQIe1bI9R16jri99JqBwp6pb2ZuFwx5hfyNksX6tctj763NKe7VAefF3E/OTBHR9z0DVr9tPOaRV0u703GVhIMSgh4fyu+thFenCNGLh7tA/hV0b/3YmUViJRt5vTxbq0ME+NYDm98qLbgLRGh97K9EI+XwSIJGV46RtPjq4JtXkh8jHITNn8Og89t+fm8lTJ9sJDggovL3bhGXYjopIJKlk4hi02ei9XLl4AuF2VKZOlno9qomfMEwLQ5cT3u4araQkrUz5NkOnChupXSTIQabW890vms5FPaSv52Zoo1y54t11Fspfcnw60QY7kqv9l1z6eFkunKTBpAEhl+P15pNy1PYs8pIcKKo3y3Wp9G3/bjIPCbJ2W9UNvjYWdvM8u01dMp307vUQ+F+6EHaAs2egXrt8sT09qvelAG0w9CWRUUeB69cPYIbpy1lY3ljZJmT/xs/gK4Fac7C0sXeco+AuAwa94iweufX8qEfebUM5vaY4HJrZWPKmVi1N5C8BMU+oDBUxrMTOvPkomqmfV1Okz/EsT3z+e1xJXRQVeCzgDOLZuUidNjV5K55V2ZlehciUHPYtSjllk4i5BfrxKTpohd4+3q5lgHniYD1m+kyaFhsaKEABYFd3H+Cm7JQCQu2NVDktjK0Yya5Fi+WsI64uQslH82rlyVeyNApUrG6BZrkK3rzF7GZOUDJoTJ7NpARr5QzePOamCl6/UyJsrl8Jrh1rqSeJ6bOPTPyesjQWT0ayyUaRJ+fJOiTiLN2g6HT4bpryxNLyLApEtlitUOvk0QL4k5T8BoOSoRWMjSWS0ZK1GwAACAASURBVLRiUa/0jg0REXzp3rf7McCdFxH6nyKEONmkQ9OMpVTi4UtPC4KvPhbZFI817woBS4fkuCMkvd0g6vpeQMCWSfbOL7CvfiNyPOmbM2wWhnXNY/a65AkfB3bKJVOffNVqlQzbp98vKSpA3FipIvxCQSEigUYhRPbMxHw6FquQglRJHeOFxO4CITUDz5fCtha7RKOmkUA0itk7YMT5b5L3xiR59wGUhcBhk1lWMI7OochYFg6LDCIVVr0l9QV/ZEVjTZKzHyirb+bypxexfEfsIy/IdDDtquEcUpR1wImOtvkLVIr6PWr+wwT7n40tWzpbu9XKoR1yePmqETT6g4Q1yHJayXc7sCZx5zQ0B6lvDvD1thqsFsXATrlkO22JJQIOFMpWwVMnxwjcxk8kvf2kV8WcHemI89ypZ/IWBQ5rms+gcgPFr1zMzYdOZMqE88HmJGP7F3hee0Sqho/5AzizcNmtbHJ0wXHEDbgXGENsm4ZeQ5m7B93skXtmc8lM55nTYlEfTdVift48W9wEEZ1LBs2oZ86gYNSNFPQ4gb6dq6Qz9e6EOfcSHjwJhkVIjdUqbbr4Dfj4z+KuzO4oQuJDxxu1UQ6PRBDpCQ6IleaTO+AsnSC5qRreuTHR1+6tlCKjZz8ec8NVrJfcNS9PiiWOs1jh8Kug80jw1YCjVDrKRU+mTsA2514453+x5IFOjxDcrGLRnSkLWBwRfUIS60hzrQhN96yUAS2/W8SSontvtXDrda/2VxNyoBD0SwSNpgmh3F8hczgkg9qnd8K698V6M2Sy6HH0g6vNKaUpUiWx7D46vfPH5xPSQwtLFuZ0cOh4qnL6stTfkf8tqaO+OcDYQwYwcfKvKS6bh4pMsmIW7k00+IyiYbtVMXV0DzIcSfo7l2fvVpPmWpkQfPi7WFqBrqNE3xVNOQCSs+nQc0SnF4+sEnGNxsNqM5TM2V/0aZ/LlFc285dT3qTUUgNNNYTzu/Pe2gYWLa7l7m5dYhvbW4noszn5Mcp8TZKTJhp9Qe5+f62B4ABUNvqZ/NRC3rzuqJTh4d8VtFRJ3UAGmiQh24UeJ4W03q7apgDTFnzLPR+uJRQxkzisFu46ZwAn9i9pcdUcMDSWS46c+IEoHBQNwNVftJiHC1yKLgVutiYxO4/pU0SmxQ+kEWq77kMINOFY+hTFS58yrtv4iYRGA3arhWxPNm9nTWDMZRfi2vQREKa520nM3h5iZJYHezTHhM0pbpJknfvOpWLyLekHgAUFIZ+UNZh7n1jlGspa9C1q8CTj/q4cSVpXOlAGL0XySt3hYHK9AkgkU1j3zuxennoGv+kTCHqBCMnZvQKqNsLk96RuU3OtVI4vWy0Cxas+i5zfLxljU6Fue+Ks1ubYN32Gtwrm/APmPxQjZhl5QozbDYq5tiw2SbOQKoGa3r13IBEKSc6gijXybNsfJrPyZPq0hjIh+UueEQtbr5MlN1ROx/SrsdfvEjGunnB/+nfRlV3wkrjeQNoz7h4RyscnNBwwYd8ss8mQWSzEf/Ak6H+WENhwUFxjq94Sy0c8wmG5Z9GyIUkiAGushdy9poiXF8fesxU76nhhqZO3rj2bdjrCW5jl5LVfjOTW6cta+vJDirK4+9wBtMvZj3pgu74Rd6weW76Q5ItXzIxZO5RFrJTVW2Drl7FtM4uE7KsD7+bMz3TQr10uZzy9nuwMG267jYqGdWTYrbxz/aiYlMFigWGTYVGKWmrDLk//XTiAOGAkRynVCXgWiT0LA49pmvZfpdSfgSuBqI3wNk3TZkT2+R1wORACbtA07cPI8pOB/wJW4H+apt0VWd4NmAbkA0uAizVNSzOtaNvQ4AvyzrLkvtQdNU2U1zcfcJLj6zgy9fDd8QgC2NJ6wJvLG7jzfWOOFn8ozC3TlzGr07FkFSWSnKZAiPrmABalKMh0oFKJ8HwNYqZuLJfZuiMrUcDp98aysMajoUw64wjJKWzawlPndeWCFzcaEi32befhjjH5ZIfrgDaGGEPrQmhHVszv7Gug6OsHGNp9EjfPLAOGA6BtqOOPY4opXvYgjLpBSIivDjbMTH3cVW9Bj0h2XWWB/mdT0+4oatuNYvmuBgoy7RySFaBgzu+xdk+RgG1vOUsCe4mECelITWshsZpmtPD0PQ3uGywhu9kd5dlWrJNjjLg+JlJWNiFs8RqbKNoNjkVctRUbZkliNj2aqiU77PVLYrNfq12E029clXiMHmNbn61+VwgFxVr57BlG0tv/bDjlXuNzbCiHF883aleWvyIRQ7+Y2yJWbxMCTaLrSEa4ty+UaKdMnTWnoAf84ksh3Vu/EAI9Yqq4uVJ9K42V8vyVkmPF9wlOD1w2A5ZPl/pR/kZx5x5xBVzydqKrqrFS3MFf3icErePhEhVY0Ev0KhGUe0O8vDixby6r9/HonM389pS+LYEWNquF3qUenplyOE3+MGFNI8NuTUjQ2iY0VqYWE9dshT2rYyTHXSgC4yGXiFt2z0qx3rjzYcUbQmQPMHLdDm49qTej+xTz2OebqG70c8qAUi4/ujul8fchp6M89/hCw52Gi9W4rTmrvgccSEtOELhF07QlSikPsFgpFe3h/61p2j/0Gyul+gETgf5Ae+BjpVTUMf4gMBbYDixUSr2tadoq4O7IsaYppR5BCNLDB/CaWhAMhVsNu6727kfir31Ec1Zn3O0GJyaIUhZqRv2RsHLT1nywjb4gj85JPsPVNHj+q63cfmpfrJGXORTW2FPXzEOfbuDTteVkOW1MPqorJ/UvIT8z7gPxVolV4qsHYzPCDkPgvGcht5P+THtpZWy9ysim2zuX8c6Ef7LRm8GWKh/9S920D++i8M2JUiRUB38wRLU3wMItVeyp8zG8Wz7tcl2JbR14Psy+O/npD788pgexWLBVrKHn6vO4/4hbaSodAihce5aS/8ENIrqNzsaUNaaPcWSKxSAUkHwtWtg4qKBRNfpO/vr+Bt58K5Z6Ps9t5/lLHqWPr5K05ngZ+TJ7TmahcXqMgtN2g0RLEPJLZIfTI+Q05BeXoUVHdt35cPyfpHOv2w7R9CuFPWHkVJ0YUYOeY2WgincL2ZxSvDOdKJWGcpj77+TrokLnAefK76BPBpuzHpaq55Ub5PoGXyhkrWw15HVJfqzvCt6KRIIDUver/WESRRO1OJSvSRTngghFv7wfTvhL25PQ+eqSZ++NYvXbIkKOwu6SZ3nGA0KUlVWIWLJn5asXK+DMP8j/uZ3h6F/Jc9cTIk2DpS/AoieM1zTnH+KS1FvUmmokj8ySp2PLtnwBj4+BKR8ZdFwfr05dZ+u9Fbu5dnSPhGjS/EwnfFfSxHAg9SQNpKBpNBLVahWr3DevSHHXaB6m9kPg5P9rNXXGd4m8TAcn9CthWNc8gmGNLKctecRtRp6kQxh4Pix6CgINIr4uHRjXf/14cMBIjqZpu4Bdkb/rlVKrgdZykJ8JTNM0zQdsVkptAKIlYDdomrYJQCk1DTgzcrwxwIWRbZ4B/sz3RHIcNmtKN4lFkbJW1XeJkCufbeOeoXjpf3CumCazs/aHUXXM39gSLmFwVtvb4A+FKUuSOTeKnbXNBMMaURnPnrpmTrnv85ZSEQC/e305n64p465zBsaKk4ZDsOL1xIFoxxJ44VxDxXLsmVLZuXxtYgMyi2SgjsKZjXJ5KH5+NMV5XRmRWQSLt4nrZ+QNhkRx/pDUeLroifmGKLPh3fN54MIhLRmEW85z8t3wwW+M5z9kjMy2ozMWu1sG5ufOIu/9a0gwno/9W0w7kVlAaPh1WOt3SDj9t/NFZ3PKvbD4acKDL2jxaIcsdt5atpM3vzGKIqu9AS58ZjkzrxtKvAOnvN7Hqp21zN9cxSFFWYzqWUhBpgObXnPl9IgQeM69iff2mF8Z763NJVXBXVGCUwZ53SSku8vRRl2AK0fM7r1OggX/g6ZK6HeW6BD0riarXQjdZTMkgmZLJFKj3SApCRGdzevRVCvvdmOZDKpZJULG9IRMC6XO0wNxNdOUkKx2g0QjlVUiZHPl6/D8uaJt2l801QgZtLuTa2f2rEqtSZn/sEQrRWf7a1qJFtrwsUT3tJXkKGvrot5Ueav2pkfRNHG7vDghtqxivVjNjv0dHHV97Ln56sT9lgzz7pe8TVErla8OlibZVgvDB7+WCMCI9ctpS03/nTbL/tSx3DdYrOIOjU+QGkVxnDvUnS/fTv+z5D23OeV7c6YXLbU/2KeEsOGA5DSyOeXfli+EAIfDB50lpwVKqa7AYcB84ChgqlLqEmARYu2pRgiQPtnGdmKkaFvc8iMRMUCNprWUrNZvH3/+q4CrADp37pxskzajMMvBn07vz5SnE/UNF4/oisd14G9tbqaTtXXZvOa4jNMmTsVm0Vhf6WfddisXHlmUotZVtbiDtLAMsHHujSwbHN0tm8Vbk3fAY3rktHQiTYEQD3+20UBwovho1R5uPrE5RnK8lfD5PxK2A2TW07AnNhhmFcFZj4rwWG9xsFglMkjv93Xnw9mPwVvXSYdfvUU0F0OnSDi2LvKhpjHA5KcWJITRf7WpiufmbeW60T1iNVpc2fj7n4u9xwliTvfVQb+zCOd0xhrvEsoqljDnb7+USuJKSRhsh6FSgVzTQCn8wTDhjiOxzL0XNfOPsf2tdsJnPkw9WS2hmlWhDJ6Yn3xGWtsUYG1lkGJdM3bVNjHxsa8MpDvLaePlq4fTtzQ79i44MsVK0GWUDIzhoNzXUEj0QPrwz6wimc2/OEFcTyDXNmCCEL340SIjV/6dcq9UkrelGHizSoWwHHGVCLi1sGh4LHYo7GTsKJtqoSESnrp2hmzTf7yIYzNLwBUhEPYM6HiEJFZLhi4jY3/bnBIyv+DRGMmKIru9/EsXTTXihvrsLiFW7QfDcbdJBmGHzq7asDv1MRrKjMbM1kSmGXnpaXIyC+U9eP3KxHVKxaxebUVjGbz/m+Tr5v7LmNvIV5faJeqrN2ryylbLdz9iqoigQ35Ak2ifr18wJJsc26+EBz/dwC9GFHNij0yUFmJbXZh/zK3muN5F5B3oytqZRfLMX0oSVp9VLOQ6HjbHdyomThuNFTIhdXqSlw1pKJf+YOdS4/IlT8M1c/fv2zlAOOAjsVIqC3gNuEnTtDql1MNANFPd34B/AlOIxvUZoZFcrq21sn3iQk17DHgMYNiwYd9JWkalFId3zWPaVcP5vxmrWbGjlnY5GVxz7CGcNrCdJJA6wLDbrPTJg+LDO7KlJkBNg5++XYo5smsj2Y4k0SvVWyRaJlposHQgnHG/FCOMDG72kJeJg3J5esHOBPLSPsfF6C5O6WCsjpYq2akwe205fUojUTJauPWZdu12ybAbRUk/mLoQFj4hpvrC3lKs0dMuMcTVUyoiPX+jdI6unIh7xTiDXl/WQF1zEJfdwoRhnSjMcjJ3QwXzN1fxwvytXDS8M0UeGZgbG+pRW+fjeG8qdD5SRI6vXU6w+1iCo2/DmR0xzQaa4PN/yWxau0nMzpomCQBtTph9ryTdc2bh9Qex7liKa/GTxvaHAljeuArLNTGXhKZpVLRSAVhvbWtoDvD3d1cnWBUbfEGuenZxogheC4sOYOH/JAeRI0vKc5T0NZ6kocxIcKRhEn5d0EOSUCbLU2O10WrX4m+Q49Zuj5QPsAohcGTCFZ8Yo6F8tfD82cbK6V/eJ+/wBS/FSI4rB074kxDd+IGzdKBEZkWRESk4WblB7kMUnlIJo3ekOYMONMHKN+Ddm2LLqjdLOPRlH0DHYbHluvQOCeg83JjZ9tCzxQ2YrPbbyOvTF3secjwcei6seDW2TFnEjZfuMYN+ueak63wymYkmjHNkCaFKlinX6jCS5KxSSWo5597IvYjU7xo5VaISdTquvEw7s6/pTcas27F++R6EQ3Qq7MXTJ9yLpX2x0bJ5oNBhiOiFPrsrllahuJ8km0w3yeGBhLdKAg++vF8mpN1HRwrAtjf2t+VrEglOdP8Fj0t9t/0IZz8QOKAkRyllRwjOC5qmvQ6gadoe3frHgWjFt+2AXpjREYiqx5ItrwBylVK2iDVHv/33Ao/LzvDuBTw1+XBCmoZCkZ/pwPo95MgBoKEc27OnU1y2muLs9sK+q7dIZ3LFLGOn2rBHUnDX62aQu7+RZdctiGkQbE6K1z/B25eezZ1zyvlodQVWpTh9QCG3jsynaNuHUCpRAxalWkoPFHmcHNo+h+ZAiEVbqwiENHL14d3KKqHA+gFTj4Iext82p/jyR98ug4fd1XqSqYy8vabNr20K8NdTunHhAA+WHYtQDXu47rThNNoHMPGlLQaG7AjUYH/9Ehkw177fsty59Emauh9PsN8p0llabJLYb9GTRtP7gkdh0AVicYgQgYxQPc4ljyRvnBYmc+N7UDJVzqP5OaJrHnPWJw9nHtQ+5qpp9If4cOVusjNsXHhYMf0LLexogOeXVrK9uolarz9GcvxeIWV6ga6/IaY/GnVzzPXRWJ76ec1/WMSSbZ19apokj2s/RIhp7Q4hzYW9JGvqkqclci0jV9q6fLqR4ESx+xspMKkX3eZ2g8s/kvD2HYtlkBx0gXS8er2AxSbPZMR1MOom6bizSoRcudK0jIBYoz5KIhQNBSTL9UWvxyynmYWixYi3PFmskgVaHzWUkS/k67UrjATusEvEHZgM0XDz6P7JyGhmAYy7Wwj6+pnSf/Q8QbZP5mIL+mnwNuENalgUFGRYUfGuK4stpuNKBr0LxuqQ/ErrPkzcbuAEY/6ZzEJ4bQp8qzP2++okueYZ9xu+/axADbxynlEXU7GO7FfOlsjM7DRy77QV5WvE3T5pesRtmQHVW+H9SOqFH1MumaYaSR+hj5pa8owQ9qvnSBqGKJI9qyg2fCzflO3HVbD1QEZXKeAJYLWmaf/SLW8X0esAjAdWRP5+G3hRKfUvRHjcE1iAWGx6RiKpdiDi5As1TdOUUp8C5yIRVpcCbx2o62kNBVmtDL4HEjVbxYwLiVkzZ/1VUtFHP/7NXxgJThTBZnEFnPBnIRH2DCx9T6Pzs+O4d8g1/OWoMaBpZG58h8xXnoUrPm5xUxRkOrji6G7kqwYO9TTg3vIxIWcuTePG8vjCGo7RFyLNKhKB5LQLEtvQ7VijFkQPm2PfZwbhsAwoNkdSQeSorplk5e7A8ui4luyeViC751jevvQ+vDpffmjtR9hTmNIzFj1Ic5fh2LILZfBwZiXXFix7SYhAhJw5VVg6lBRQDTH3VI7Vz23HlfDN9jomDC7kyPZ2anwazy2rpyDDQoGqIxq+HdY0TuyTz1+OyyNn0X04li0lnN2Zc8ffxJvfFtAc1FkAmmtTh4B+9RAMvSxWzb0htZUOb1V6BQmVEv1MvzNE/xKd5VodQmjdBbEB0t8gvv9UWP+RuAmj7i1HhlhILnxFjqEsyat1R2sbHXqOVIQv6Cnambrt8M4Nsn9bi36CmPoDXhFlHn6FWCoa9oi4ecvnxtB4d4FY+BY9Kd9fU5VEqJx8V2L2aGekcvtNy8W95quH7sdK4r5kRVQb9oguKprwcNBEEcvHD6zNdVIryu6CdgPkGdTtFtelPcNA9vzeenbU+vjHrM18tbmGgiwHVw8vYUz/DuRl64iLK1tcXcnyvhT3k+cRRXaktEf4BomMg0i5iTPlXdC7hQNeI8HR44t/C2GMWkiqNiYX/oZDEh02/pFYHqYDAW+VkK9v50nKCItN3vmoxap83Y+L5KTqE6Ik8rR/x0hva2Ub3AU/ymKtB9KScxRwMbBcKRUN/7kNuEApNRhxLW0BrgbQNG2lUuoVYBUSmXWdpmkhAKXUVOBDZEx6UtO0aDGc3wDTlFJ/B5YipOrgQZTgJEP5GmOnmqqDAHEH+b0xS0l2BzjlXrLemkrW7D/JsswiMbXqBIlKKc7s5UK98xts62LiyBzL7fz27KcJO/sYz9NlpFSknvlHSUIWTYt+/B/2L4og4BMtwDcvi2WgpL9EyWQWG/QdnnAdatrExPTl62diXf4S2cOvAynAgLWplYRwTTVYtIg7MByExSnEkyA1jDoME+JltUk15N3fJN9Wn1TNYqVb82oWTu0Hc/+Dfd5scBdwytFTsbYfjENnLcywW7nzGCc5zx7TomGy7FlJ4fr3OX/cg4Szda6agDd1dlVfveTmiSK3c2p3Qsmhqa95b+gyAh4+ykiSQn6pKzR5Rmy2b89sPZQ/qyS50HFvYfRaWL6PT++A2XfJRMDfGNOA1O0wurf2FTaXuKV2LoFXLhH3bHFfmUAMnJAYGp9ZKC6/IZfKb6s99fVGhdYDJyRfH0VDGTxzRoQsRIqFrnpL/unF/SBuiQ0zhSREn0VGnpAAZ6Zh2+11AU55aCHNASHMlY1+bnmrgYt2NPLrE3uSnZ0da+cJfxaxsT4fU04nmPhiYgZfT3uJ2PI3CjnztBPCGT+Y1iavIwdIviP9O7orxfcFkvQy2AQcQJITCohFPYr4yUDVRuh29IE7f1uRqjYcwMaPZbIRJTn9zpSouWTJPEfdlF6G6gOMAxld9QXJdTNJCsO07HMHcEeS5TOS7ReJuDoifvlBg2hNk2Qo6GF07+j1Lgnb9jJGZ0RnjtctEIGkxSYdcpKU7/aNH8O6uOiPcAj7G1Pgxm8gQ2f2zsgV0WjXo2UwtdgjuXL2IxItHIby1VC5XiKWcnfL4Lx2hhSVzO/asqmq3iKz+CRQi54SQW0klN3SayzMTngVAQj2OAlHZmQGvbeU90EfkiYKwCKz/G9ejmUFjqLzCJR+cA4FcbTrg3rs2Bgpq9pExvZLCY+YKm6wCHJpgE9+m7Qdnk9vI9z3BEAn0LXajVXBo7C7RXsUhcUuJSeS1S067rfp55NZ+2FqK9CSp0XPADLQjrhOBuh4KCVuwnSgLBL9UrdTIlqK+oogf8Wr4hrLThq/sHe4cmTmri+gWLZactxMfDF5RfWQX0hXOBAjlPsT/rPtK4kYC/oiuYiUuKOsDti2IEZ8/I3iioyPsmuqhumXiYg0QnLq6+u456MNLQRHjxcW7+aa0T2NlEFZJQ+RUkImczsLcU0mRLdYRKzaWCFWHqstuR4op5VnEm/5aq2OWn631JW8vyvYXdLfptIglrTSF/8QaM3N78o1kvOMfNEbTr801t8oJW7u0iSC6h8BzIzHP2Xkd5MZZ+XGxHVj/mB8eXuOlU44voKuxSpF3+Lrr9icknCvtcJzjZWw8LHk60IBCSWNj9KwWNMvZpcMTVUySMx70CiI6z1OEss15cZcD624imiuMVByLbsjWt/TUdntJeGZxSb5iFa8geXIq2IuNKtdBtvl00Uf0n20fPSbPhMx7WGTYp17Ro6EDk98UQbD9R/JfR9wnhA/feduUTIAJSmaZ/nqQcKHXxlT5AebU1vqmmuxNFdDpLyH5IO5GOLFzyDRTno3jSNTotRyu0iSv8YK6byP+bV0dskG7X1B7bbU6xrK5N2Jvo/5PURTM/uu2Gzdapf6Qenm5cgsglP+Kc9j+asiDPa0g9P/K8QnHVcVCHGfnyKDxcw/wqWHxUVYlcHHf5HEfiG/EK9x94jwOJ3w4WCkNtpXDxl0ZKx+W97h4ddEiobaheQsTOG2DHjFLRYpRtoUUszbnPzb0TRYt6uWjgURmhNoEn3XgsfEKpXTSd6buh1CXnWh3nLwGti+QNxIVZugqA+M/atYCvUuJYtV3NqbZyc2YuQNRjdJcT8hTskKXx532161e/sNR5akY9jwcaJYvHRAch1bY4X0F99+JVXNOwyR9zRdfVhbUNxX+gVfXeK6I6429ksOt7hKb1wm/a2/USaXrpwfpRUHTJLz00ZWsWQGfePqWChsZiGcdFdLeYAW2JxwwcuiOYiKST2lUtgxXf/03moA+feSXXdv8HuFlAUawZYhH2K80DHglXpN8Yr/te/L4Hz0LbFlpQMisxJNhK+uXAn3rd8l5MQSm+HZLBa0k++C2fdINtZAE3Q7Bs64D0u8RsjTAS6IFK5b865Yl06+U7L75nYzblvcSyKuLDbJoRPyi9WpoLckgYsgFAxi3TCLpNA0tD0rY1YqZUmd4A+MFj1nFhz3G3l2yyKhtzanaHGG/yJO7FkA4W7wrVtcCs4sqNkuWau7jko/J0avk2Dh48nXHXK80bLnbxDT+OUzRWhstQt5XT4dDhmd3rurlEwQHh9tzFWz+m3RyaRroWquTe0KrNxgtF41Vkra/81zYsuqNsGL58HlHxuDBvYVFpucX09wolg7Q9LuRxNTapoMrKmgs3hGAypqm5InOM3L0r0zzbWw9Hn521sl/6LYsUS+1yhCAVjzjtRSi2L7QnhqHFz4MvQ8KWbVaqoRC1VmoVj2wkEhAaN+Kd+m3jLpKRG35/RLY7lqMvKkryuOc6Gng6BP2qOQwrPxNdS8VRK1d94z8MnfpL+12KDv6WKZLFtltEw1lMG0SUL2osjIk1xSRX33z7K3L3Dnw0WvwXPjjQV2e58qk9R4omXPkH+9xx3Ydn1HMEnOTx05HWHCc0IoQn6ZRbiTRFNUbZLEdsf9VszxWkj2mf+IdPRDL2v7oJWRB/3Gp9YGdTsmvWsC0Qt88R+JUgr6pJMYOBHG/tk4g9fCyWd3IPkzRl4f+x0KitCxpL+Y0f2NMrD7vUIK9WbZgBf18kXGbNKb58ATY+HKzyQKx2oVQlO3XQaRJc8azz3oAhF95neNPQ93gZCMxkrpCB1ZEuHiyjUM7kFNYc3ITXRrRdc7cmMZj53ZotXQnz+Kwl7GkOigD2q2iej2sIvE+hAlSNXfJhaz9JRKbaFgswwmed0iZDN9TYPmaYcqHSDZcPXwtEPrcQIq2CT3JRwUYe7c/8i/4n7y3u5ZKc+93UBpW1vhqxdhfrJkfO//RsTIqSpLtwZHKwUzM/KM75e30khwotC0xKCBfYYmETFRRM8XtSasekOSWUbbc8hxyTMpQywjL1CQnckVIztztMg3ZAAAIABJREFU+9uJ33mxx0mHPN290sJGIhMPPRH3VsLMPyXf7v3fCumPCnSz28Nz42k+8R5sY/4EoQCaxQYbZmHf+rlkq9Yjv5tEs0X7Radnv6t1AzIhmvewJI602qXfHHxBQrZyVr4laS8mTZdvzmqXZzvzj2K5bbkfPrG86QkOyLv50gVC7vc35Lw5orVzZCZ/r60OudfXLxZ9Tv0e0U9mFf0oa1G1FSbJ+TnAnaKonx7rZ8qs5tUpies0ZJBsq4ncapPkXsteSsyNMfy69M3CQb8Idr/UVfUOB+Hr56WzOOmOGCEItlKqzFdv/O3IINzxcCoag2xxHEG5z8+h9ixymtaSqyyGDlCr+RYVXy4DYmb+Y34lnYAlsl8ygrHsJSE58UX2ouHuhT0S94k23ZFH4LCryProlsSV7gLCeToLkcMt0Sg7lxqJQ2YhnP+CUezZXCeRPslq65zyD3F/6kXg9bthzj+pKhpGMKOQjMqVeBwWGVTi37mgT+55c53Mci32COmOew/WvCfZjVe+KYNFyC/ulKGTUYuegNG/B0fkeOWRgTXkTyxfsmdVqtvXOvyNUoQy6boGueZ4l0L9Htg2X6xJ7QZGMjmXGGfZyiokYuMniccdNsWod6pOURwU5Jr93jS+HyUDVtdR4sKJfiP+BimnYnXF2mtzwLArRDQfX16jyyixgkZgsSjGDWjH1ztqma6rCVXkcfL85YdT6NFZvqwOsZImI0+u3FhZExDSnKrie/Vmo3XGlUP5hHf43bsbmbV2BZomyS5vPvZIzjnpbHKS9V2ZhXsXobcFDXvgyZONouKZfxDL2fnPxc6VkQ/nPiHf/2tTYm7WzEIpFuvRJcxrrpG+Lhmqt4hlLF2S01wnIufZ90okbqcj4KibhDDGT4Ktdnnn+5ya3rl+xDBJzsGC1vKZZBUb6xC19biXfyjahlVvyQx/xFRJwJautqGpSpJSJcPXL8Cxv4514C5Pan9y6QCD2FFTNjY1e7hw2npDMr1zBhVxe7GNfLtuJr5nBSmxcwlaKBCT8KxsJXPBitclC3Ibke124u93Ktr2L1CrdLPzjDzCk17F78oz1iVTVnF/BRqF6OR0ShSfg0SW6MmjHl/8S0Jxo5XFvVXUbF/DgpIp3D+vkt21zQztPJxfHVNEx92rcXYbGRs0g35xf/gbYNNsmYl2O0beD6UZUgRoXUagnjlDROjj7hFz+ObP4flz0Eb/gYA9GwfIs+s0PHVujs4j9v2GGqDEJeVvlJltdntxP0QH3HiBbM02yb6tz9eTWSg1k/RRWCG/hIDP+FXMumixwmEXy33Vu6taEzcX9EzPRWGxSBbjqo2SkDCqScluL2HAed2Nx/W0g6tmi95p7QyJZht2maQ9iCMH+Z4Mfn9qf24Y05NVO2spyHLSOd9NoSfDmFk9s1AI7BNjE8XlJ/7dSNxsTrk/ySJ17BmGyUG138pNb2xg7sYYKWrwBfnrR1vpUFLISfFykFBAnueuZfIudjoykpE7zYmXpsHaD4wEJ4pvv4SqzbF7ZrWJvia+D2uskBI2V+kseBp7sXylTgjaKkIB0QS9ells2Z4VkiH6qs+kbM5BApPkHCzodVLqJF3Dr2177Rs9skrgyGskVb7F1nptm31BOJS6rk/IbzR5K5uQnvgkbMoiBSN1s+cKv43JL29MqM312rJyhnfO5FxPDSpqxcjvnrJ5Wl5XAg4PLXaf1sSBypK2T922+2tU15Fw5JWw82vpRLM7YPnqYbJP+jtEaU6gCebcI2LPnE4iXPRWiBux5FC45M2YOT0USH1v63aKOyiCpkCYadvzuGtWzOrwwapyPl1XybtX9KentzLWsTdVCbnSR1189n+Sx+bkOw0kJ5BzCI52A1HLXpLZbhR53Qj1PiV2vyxWsYTN/W+iADunk8xM00FGHhxxpRDlDsNEM5FVIq6W+Y8aB8LmWnj/14kJCRsr4M1fiBYratFyeWD9LIlgGvN7aXNGfiwLs95V4MyW9m+Lc1NApBxJmhGHVjtMn2z8Rup2wiuXwrVx4nSLRaIJx90rgQooseJZkg8LOW4HOW4HnQpaccuB6Eh+MU9C9HcujST1vE3cxHp3kSNL6pu58yU0GSXP4JtX5Pp1k6QGX9BAcPT4z8frGNYlL5avLBSQ8z5/tpzb7oYZt0r/dNxv0nPBBJpgXRKtUxQbP4kVCW0oTz1Ja6wQK1VUk2N3Q8+TYXWSiZIzO31LlLcSZiSxAge88MHvJLlkupPQnxhMknOwICNfTKUvT4q5cax2ESl/FxWXLdbkicnSQBiFJbeLmFjj4cohZHXG9Cj+ermO8Y/IAFW9RaxIR90gZuTSAS2kq6pZY3t1cqH0EwsrGdOvAwXRsSWvq8x048NAlQV15DUS8hvF4EniV0+GoZOTkhx/MExtkx+LElGnit/GW4nli3+KENPpgfxDxFpVJYRDHXVjTK/QXAdfvyQam4HnC7Gy2iV666uHxWIRJTn2DLFU5HcTC0N2B5l1LnlGxKY6UlgXdvCfOYkRKr5gmDs/3cW/z+7TUmuLkB9evyJR/Lz6bbFi9D29RcejbDbU+MfEVRWtO9T3DDjiSsJWR6x+GMg1XjFLMgZvni3vWe9ThTila8a3OSQ3zYe/hw9vjy3P7y7fiF5f4femroe1bX5kFh4hOaEgfHSbDDBKiVg+Okvf8oVo56JwZgm5mHOvWFG0sLxvo2+TgTkjzUiVFa8lF6AHm+V+Hx038IUC0h/46sSa22TZ/2rSjgwo6gVnPiDXb3Ukt6C4siW789z/wgvnCZFwZsuka9hlBlKYSvQMsL2qiVBYlyfHWyl9wUWviUuzuRbG/kUmCju/hh7Ht/2aLPbWrW/6mk1BX+qJBBiTbFqsopPcMidxn3F3J7q69xX+BqPoW4/Nn6VvIfoJwiQ5BwvsLglNnbpIEnWFfCLkdOXsX56adNBYLp2rsiQVA9ZZcrAc/Xuy30ksHtg4/GaCyhMbXC12EYt2GCKDfFaJEIEZvxIf+jG/iu0bSF22rK4pQFjfoVgccP7zMrhGIzSyimHs39Ay8nHoLF9BTzvUiOuxzjPO3kKHX4WW3SnhIyura+bZr7Yy45tdZDisXDKiC2P7lZCfqXMthYMx94mvPlGPou8QtRCMu0usDdMulO0tNhEXXzDN6DZw5aGd/TjKYoV5D4gVo7gfnHwXWtCP0ulsapvDSXOjACzcUoNPf2Xla4VM9R4nbihHJmxfDEufFS1V92NbSI69Yi08P16sKWc8IO/Blrnw0HDsx/8Fhl+tew5W0S5NeEYGQaXEArA/FZrDYVj9DqyYblxetUmsIBe/oZtBa6QoiRdZrVsX8MaemaYZ3RBbvzAmWnQXCFHuc7qI48PBiMDeun9FDg3V1uPXxYXu+xplcH3r2tiAWNRHUhzkd0/bAtmCvVXSDjSL9VE/QfDVifsss1DSF0QilwqzpFyOgcxEMKBjjrHyeP1uGHAOPHuW8RkMvlCur7m27eHONrukWFj0RGJyTHuGkTg5s0WbVZZEM6aUFG2Nwt8gfeFFrwlB3b5IyNSQSEmZ1nJwtYbWcgH9SEO9DxRMknMwweYUjcQPVe3W3ygzqRm3SgfgyoUjr5bOQ2eWbQ5qzGrow6lnPE3u3L9JHqCcjtQdeQvznSPo41cxkuPIFG3Gt/MkRFWP4dcacrm0z3XjtFnwBRMH7uP7FuPJ0LnsmiokNH/ULyVCKRyQTnn+IxLdM+YPLZuWBdws8EzkuMnn4Vk7HcJh6vucx+d7HAwJutHP/8rrmznv0XlsrfSS5bQRDIf5zWvL+Xx9BX8781DyolXbndlo3Y5DVSURqP4/e98dJkWZfX2qqnP3zPTkAQaGnLNEUYJKRkRERUVFMSDGddddXVdXV9e0a1pzRFHEBCYMZEzkHEUyDDDD5JnOoer743RPVXXXDDgIy/4+zvPMA1Nd011d4X3Pe++554qSPp0mWTkgLn1c3SZHVFv/Cx5St8d1EB9qqlH2/kAx8tWf6zQ8Dmvdw0N2ihWidhKUIyRURZvZlNBfwbL8ibOAde/pVqRC4Wruv+IV/mggHFgG9JqcrCU6jt5kxw1fad1+NkWbSBLj96PZQX+WeFNbLRr30Keg6rO0t2cke6a48oB2I2IVQEHV4flErPFbn2/cYiT+mhY1h3gfaI+r5BfgndHAzd+f/NYD/gpGXIzww7/Y+iN2DC6rCZP6NsO7y/XRXVEA/jqqA9K0ffKsKcCMqclalw0f0KKgoS2aUxsDF78GzP2Dao/hiJnjaVNg9lSOa5s/Sa6O7DUFMGmE2nIUWPpP6tg6jqWswFcGfD6VVg2JKcbjhdkJ5PfWu07H0fvGk+8VdBrhDMk5g1OHsl3Au2PUQTVQSeMwz1GKZmNpJbPJhA82VmGurRFuG/g+GqdaUeoN49U1Vdh6+DC+uLW5+p6ODDa8mzGWaZiUPK7IU5uQoGgiLlEF+OPQNnjs2x26w8p0WnBV3wIEogrie8tHf4VUtgv44takryFEQ4iG/ZBiEailvxxF92wHxKPLa7eJxVvQJnsAFmwtwuQBrIRSFAULtx9Fr3wH3r20AI5gCWCy4kjYgb8vLEa5N6SSHLMdof53wbrts6QwdqD3bZBhQ+1QGfHXrQHYMltHyCI1R2H67r7k/RQFwnf3IjLpC5hSObE4EELv5ulYvS859D51QBNkSgEgfhR5XelXtFnjjrx1DjsbT5mvz//X50ib3Z46q5OJaCjZFFMLrfeT3U3R7pvn68P/1hR2v9ZpJgQSuz0G/bZ6XgOIBj3u7G6u5EWJhP1Ee//kdOT5Ld2p357Vhuc2jkgQWP6ycWfzmiNq09KTCTms92XRwlOsEyS7bGbceUFb5Kc78PoPe1DiCaJbfhoeGtsJLbMTItFVhXVf340f0CKgIQj72TJi0hyOWaZYp/Rf5vL8aom5PYN9/la+znMpmek506y/aswZx4GVjNgYOYuHG+g15swEJkxnxFR7L7QdyQiqUSm9r4KfF4mVm5+mvah+K86QnDM4NfBX0v/DaFBdP4Pi4RjJkQTg7qFtceOMNVi+Ry82fOqSrjAndnlPywcmf02Ph5IdJDeZbZI0G2XeEERRxBvXnIVZqw6i1BNEvxaZGNW1EZ6evwOPje9au284ow3qyoaHsjpBFiy1r5/dGGi6+C5I+1S/nlQAzqZnwz5U7TruD0VhV/x4sM0BpM26pFYblZPWFG9d9D42ldWgVQ5FnZU1Xjz3UxWmXbkQaetehHXfUsCZiYoet2KD2AlN/Sa0joezRFPdLsJyRJcmkaIBY60TABzdDlFWhekZohcvjM7BtK8UrDtA4a9JFDClXyMMTS+CoGjC3pGgnuDUfukKYP1Mlq7Goh5KbicIrpzkBqBmO5RO4wx7wfyuEM0kI5s/SX7NlpbcgdvdnELa7V+xbUKj7kwFOhM0QaIInHc/ybvWnLLjRbEIQkK1ka+couSfn2MKt8Vg/n1qflL7lOOGJQW4+HUKurfMZnqk0wSg2+UJfkkBoOo3pLZOAmTRDNGRyRRVm+GMlFTso3+UuwCyIEGjzkKG04LrBxTg2m4OCFAQFc2wpRhEJOrTm4T9aHAoZ89SpniXv0hyqy2Q6HKpnvAGKoFNn1A4X7aL95XZBqydQefpOOkXTVyYGTibA2i4AB2gqHzyNxSeVxWS5NZlN1J9hNGjeMTSkUHNWJthJ7eZ6SnAGZJzBqcGkYBxjhrgYKHxtAlGoli4vRgzru+LN3/cg1+KatA8y4Ep57TApsIq+EJhZECTWqrcD7w9XN9lPbczcPUc3Wo0J8WKJ779BfnpdlzYrTFS7WZsP1KNy19bjgu7NoLToulC7mrMapDirdDBbEforBtg1axwmijFOoITh3RwGRpFCgFQ2G2WRJyfLyPlzRv1ef2qg8j8dDz6TvlR/fxoFMv3VmLOhiO4sue16DvgBlQGFby7ohobDu7C51O1g7vAiffgyuRza03Vl0RLJqZgjMpW7ekQtBTDZEPektvxZt9rUTO6G6p8YeS4THDt+BSuChfQ5mx13/p8X/b/TFuBGJTCtRAuew+Yfz81CABTgiMeh7BzQf2Rnt8DkoWketfCZLHniMf1fjYAyUtKHlfAZ11XNwEx2elH028a968poqi/cA3TgU37qvsGPZwsf3xa3bb5Y4qcb1lW20PtN8ORzufBZGWbCoCtAuSwPkUhmYGCAWr370TU1+vud0K1mAbLyOfhSG/EIoGyXXR6HvQXeDw1iIhu6Op/fOWQtn8F6adngOrDMDfty+uV2UZfHZrXue7+bF0nNqwdSTRCIb+7GdM9+WfxGd69hC1SDqxQtTaREEvKAxXAa+eqCztXLv1zwj6V5Diz2Pfps5uSP7PlkBPXS7py+KPVASXCWwp8fLU+teUrpyP3jUvUXnL/ozhDcs7g1MBkowOoUT8ZUdIJFCXIWLa7DD/uLMXlvZtiXI8mKK4O4MnvdqCkJoire2uEmb5y4PNpeoID0BPip+eB8x+sHQBdYgg39G+MV38+hBcW76rd1WGRcMegZnoNiiRBvvQ9iIv/EWvVEAEa94Ay7FFYbA6YwzWAmZOGtKeOiQKAadd3QMsBAACzKEPaON24q7evDNaqXUAmFTwpdjOGtnXjxR9r8Oqyw3hVs6vVJKKRW9t6QAHO/RMw6/LkSFn/hHSbaKJAe5VBz7Fe1+kneFc2MOYZZLwzGhmRECfusl3spH7RS3o7+/oqctzNdL9G3M1h+WIq0P92YNg/ecw1R4Al/0SgxxTYjEqYQ14SAyixVXHdjsThqIxqfxiSKMDtMAjLS2ag5ijFnps+5uCe0oiVcN6SupuHAvVHWBwZNKp8dyzgPcrj9JayVHzCdH2KIFht7FcU3z70kYbZOpisLItPL1B7teX3iTlZa66XZGVF2+o3k5/JtsNPXJzqOQoUbaHgOqcje7M5s3Wu6sEoYM9oAcwYoS5ytn0OrHwN4jXzEZE193LIRz3c90+q2/b9yNYcU5exmisOaxpbOHzzJ/0xNepO08mGCKolE1BwLtD7BmrOFj7IZ6n9hcCVH/P44gj7mS5LTCF7ioE5NwPXfqluEwT2FRx4D6vM4hYfzQeyYvRYJq+/BwKVxtodAPjx34wMJkY3/4dwhuScpohGZZT7wlAUBSZJRIazHrX8/wLsbhKOvUuTJ/muE3WW+Jk24J7B+bht9q94ev6vul3vu6AAbqtm8Av7GCkwwsYPYs1HmQN3hUpxc+sqtM3rgFd/OohSTwj9W2bgniH5aLTuaWDQH2sHFafiB94ZBfS8Wh2UynZD+PbPMJ/3AFdZMYj1CLlFbdmpHIXoKapzX0GTvrFY7bh6QEt8urEERdX6Cot7h7dBqjZVLocZxbnqEwo2494k/W9j5ZJG2yBEQtQGhLzApg/5mmjiBN/yPAhyQqg/vQVKp6zG0eoAiqt8aJPnRopVQJozoWrG7GD0LNFEURC48tVMbhWWxsi2ZUCce5d+X3cz1DQZBKui6Evqqw7RoXnbFyQo3a8Czr3bUDNSXB3AzJX7MX9rMdLsZtw8qCV6NE1XtU4AozeLHuKxdhzHH395zEDvEHDHxqT3RdhP0hDxM2JjS6PTdCLczahBqtjH1XxeFx6nM8GbxVtqHGkA2Ng25EkmOb5yXjc5whW+M9t4wpakYxcYiBIjGpfPpFD513l8z24TmTY7keq1miJgxkXUosThyKR5osblO02pgfW7PyQ7k/vKYF3yIITR/0GtF1SgiiQAiJXYZ9BvJlBFP56LXlSP2eoEulzG1gQrXgX8ZUDnS2Mu1QZkXJYpRveVs1LRkWUsAG9zPvDaQLWCLhqm7qxkOwlzHIrMBrxGqD4UI+saODKAAX+gKNlXxvRQXBNzovCUsO1M5UE24nRkJhOnukrNAaa5Qp4zJOcMfl9UeEP4etNhvLBkF4qrg+gaE9i1z02pt+LlvwVvMIKaQBg7j3qQYjOjsduGLKdV74QKMA0xaQ5XWGW7SWx6XU/zM03eV7Cl4NxWQTx7UQs8tfQIjlQFkOm0YNqAPIzvlguL4zhXmQb6n/QUBy7e9R8MHDgYsi0djqM/wrVXAJp0S6gy+RXwFJE0/PAv3XsImz5SewABLI82apBpsnKVpvk91O5CWLYZOyQrTc7S/Z4refDFNS3w8eZqLNrjRZbLjFt6u9HaWgm7qZG6ozUNSn4vCCYbV5r2DA5MggRIJigmi5qEEk3UZmS1Aa6fx2OWrHQcduXq+ysBOFwVwDVvr8Wuo+rAPLF3U/x5RHs98bakMD2y8CGusAGGyS94mJOyxgywXEmFb+gbyN3xHhxbZgKRIILtx6Gsx+3YUWXFkEaa+8ZTzFRkXHMUiVW4xUmdJoJUUhPAJa8s03khrdxbjtvOa42pg1rCZTXr3zfs15sRxpGo6fCVM+Lx83MkGSYbKwLPuct4IoqnCOozK6zPiC0tPzllVnkQmHMjqwgB+jhd/DrQuFuyQ/PxwpHJ89m4JyvIlCggK3zvhk6w4QAjGFqCA3Dy/uIWNgmOTbJWBI3NEAFIO+fBrmiuQ9jLe3boI4w8VB9me43SncCK17jY0RIzexp/xjyTbMSoRTQKlGwDPricBCR+Xi59hxEwLdHctdC4DcXR7UDVYdVHRxDqFlQDxk2NrU7+pDZKfq2hqDoEvDdObcgMAO3H8DnV6odcORwXjCKYTfsal6NHQrFUr8LzfqptSH4DTr8Z8/9zBMNRzFy5H//WRDA2FVbh0leXY+7t56BDo9NLBFbtD+OTtQfx+De/IBLzsMhJsWLmDX3RKtulJzrWFJKD675jWFY0cTVpEJZPS0vDmG4m9G3bhM0qBSDTKsNmTdhXNAFNzqLoOBEdx+mbJppswLz7IRxciay10/X7Xvkxm27W7ltP5Eyy6lfQhzdwUPzqDlVM68wCxjzH44pZ/0eiMsqy+qKRQcQj0G0ySoM25Mc3RELAileQu+Il3NJ+HCZ16w9zsByuhR9wdXXnJg6KAPyiAzZXLiuAEoidMuJJ+PPPUSuxRIlamHh/JUFQI2tFm9m/KoZKXwh3f7xBR3AA4MPVB9GnRQbG98xXN1ocQNkeuv2e/6DqTL1zIaNemvOVk2bFHR8UoUnaKFw6/FKYRAHf7fLjhzmHMGNKX91nYf8yY1H14fXsiB4jObKs4OtNRYZmj68u3Y1JfQtUkhNrFxFoMRRV3W6ER7bAbhLgOLgU7jXP08wuDlmmoeGSf6rbIgGmlGxp7BHVkKaPFidTEvsMmnQO+oveNdxzlJNVmZpiRcU+VirevjYpHXjciDsed74kNikL1O2cSBPLQJVqXZCIg6t05omCINY9uZrt+mfMmsJ2EZ9cp5IRgJP22OeTSWEckrn+CiFfCfDZLYwM5nXh81Oxjw7qEz8g4YzDaIyJo2S76nhsSwM6jacBZCLiRpwnG/5K4Mvb9QQHYOq9+QCgz82qU7tk5eJo5av6fe3pjC4lNp71lgNlO1gFKYd5Dd0F7P5+GuIMyTnNUOkP45Wlu5O2R2UF/563A89O7I5U2+lT1new3IdH5m5Hq2wnzipwwxeSsXRHCa59exU+v20AclIMVpmuHAr56tE3VIWARb948MS3v+BoTRBuhxm3DWmNCWflw639+oIIDHsE+PAqvYg0oyVTMCGfGmpVosbiXIB+Hc36AVIsSpTdng+30Yqs9w361Y0jkwLSca9y4IiThmX/AfreUrubKAiYtcWPi0e+j6z9c5Hy62eAxYnyLlOwzdQRktekkpyQJ2YgF4Zp6ydI35pQCeSvUFd9/kqmcywuNlrNasuJcdOHEH54Eqb2YwFH7BxEQ/oSZ23qcMdcYPijtb/6QlGs2GMcyn77570Y1C4bmXEDw7APqNzHc7j+fR5fqyH0gSnerFuhZjqteP6Knpi18gDu/OoAwlEFY7o1wjvX90F2SsJktX+54ecDoKdNkx6xY41gyY6jhrtFZAWFFT7kpan3YtXgRzFn01H86+398IWYzju/XSc8ceV8ZAuaXkq+Er04WIvlL9I1uiGDu2RjiuXbP7NZqKKQGA9/nPogLaqP6AlOHNEQz/Xg+07MuM/q+n3TEQnRwIQX1f+KJjphazunx9H1cn0/PUVhZ3ItwQE4abcdrhd1/xaU7QLGPA3MfwD4OuYGnduJPcgKV+tJTpPexo14AX15viDwe62drm+YC7BXm/UEF6rhAJ+vSICkye5OjlSFvMAeg0axAKOSnSeo1afWVJ7v7HZA0VYAMtPPncYnk15fJVC1nwascZPU1MZcHOX3PvGO6ScBZ0jOaYZgOApvyKBhHYAdxTUIhKOnDckJRWTMWnUAH01qjVbKAWTseh3h9ExUXXcF3t3sR5knlExyPEe5wtnxNZDeCug5iQ9GQsh91d5y3P2xqo2o9IXx6NfbYRJFTOrXDCYpNpBGw8CiRxiJKVxFHUSj7lzdfv1H4ApNOqK+0lJ/uV4jYU+nud3MCfo01IC79E0ZAea6a46wV078e0QCJFqaqgZRAC7skILZG4/ghn4TEOw4CgpE+ENmzFp8CH8fpdELmGwsXY5XHyVCE5o3IQzBkkqn3nXvciBOL6Cb8K/fwaQpC4cgcPIw6mGWcA0iUWO3YwDwBqOQNe6zck0RxCX/JOFrP5oD34YPOFG0HQ40O1s3kWa5rLhlcCtM7NMMiqIg1W6GzWxQtN+4R53HoJ1YLCYRjTQkRhugAqAXINvSsLXwKB6epy+hXrSjFA+aJTw1tg1qz66C5Ik1Dn+FrtfXb0LIw5L0Zv3ZaiEa4v23+ZNYc9t0NcJZj44L5bupq2poyfnvDXs6NVM/PZP8WsEATp5a9JtGX6sjGh1UwdksydZGJaNh487mALBmOgXFDenz5MwC3r8UcnZ7lI9+C4ogIX3PVzB9Mpm2FFrk91Kr5rRo1C1Zw+TKYWp+9xLqdhxZQP9p7LlmpOUCdZgToDd6AAAgAElEQVTecBRWSYTV6FkAmDpd8zbPb8jL89l/GtDvVr3WRpGNCxwApsu0r1mdTFHa06mPqj5CL6HUvGTSEqqmK7i2UWn1YW6b+vMZknMGx4bVLMFhkWpXl1q0zXUZTwT/JURlBZO7p6D5j3+Eac9CAIAVQM6qF3DT6DdQISSEZT1Hadp3dLu67ednKext2q92NVrqCeLp+TTsO6sgHc0zHThSFcCKPWV4cclOjOqSh5zU2ARgtnGieXsY3yMlj5VDRZuom9BWiVhT+CAb9ZVpN1pfWmqysipk2go6AgermXYxEu65cvgdljzBMmBFZgXTkPv1D72ioJlYiuu72VFc5cW8nTVIsQgY1taNJ4flwB4pAhBLmVkc1CptnZ08WLU6XxdJMkkSMPBu4N0LVRFn8Rb2RBr/FgTtoCpKbLtglFJIWD3bTQqaZthxsDw5BTS6cw7cdnVfRTTz3PS/jZOUHAFanAuseAWKyQ6IYpL/jUkSkyM3iWg1hCkpb4l+e1ZbXdjfYpJww7ktUePz466zM5EmBgCTFRuKQpi52QO3xhG3Kgy88GNCw80Y5m0txoNjOtWSnKhogtS0L1OEPa7mZFB9iMJSyYqoYKrTT6leRINsYBoyMHtzZsd8hWL3eH0do9uMOHGC4znKiU808b47ETdck4U+MLsX61uRpDQCxr2s729nsgLLX2IJtdXFiTOzNUnEhlmsVIujPjIZDaHB3jfeMpRf+Da+KbRi5rJKhCIKxne6A5df/kdkHdnEBUwchzew/9iy/7DkXTIzItLzGuMxxZVDf6IOY/hc1ZMGLK4OYM66Q/hhZwmaZThw08CWaJxmh11ja1HbjmTxI+q2sA/44d8kUb1vVO8Fs83YAgNgGl87LspR+ou9d5G6EFz5Cse7S97Uk8fqw8ad2KMhEvQhfz3xdiC/M86QnNMMaXYzbhrYEs8t1DuWigLwp2HtT5soDgDYLRKaBn+tJTi1UBSkLfgDnNM0ZYnRKLDxQz3BAfhwfHYLK1JihEBWFJglAUumdoC7aBnSilagpn1X1Ay/AHfMPQxZO+k7MoGxL5HkHNCkNjJacvDUhnHtGcDoZ4BPr9Mfg7uAVVTaySJQzZ46Pz0N5HbhoLH0cSC9BSMmiSuWlEb07BjyV/5uTUlesYki/I7GeGHpPkxftbd286OLDuOVS1phYJtsTeNRP4naxa8BCx/mxBpvTnn2bTodgyArbI+QWKWiKMDiRyBMnqtuE8zUfJT8ol89N+2jVmPFkG4O48nxXTB5+hqENFGdgkwHrupbAHOwEjBRoBq0ZsJx1SfA908Bi//Bz3Y3A4b9E/7UFhAUC+ou+q4HrlxgygL2ENuzhGLq9hcCIx5LugZNXTKe61kC86eX1046w/J74fxL3oHkUslUOKqgzGMc1ZMV6L5rFVywDn8WzmAJJ7e175BgjXwKPmsOAmIaMgzf6RgI+40JDsCUqq7fmBvocQ1NM7XIbE3Re0MRCdG7as6N1G4IAgn02BdOrH+WKxeY9Ck1WoWreb4ad0uuhrOnsznl9JH8bGcOCY7ZBlz3rT6FZnbw+xql7bpNBGwNK7WusOThvu9LMG+7qvv611IP5u9KwVsX94IuNtTiXIrge1zFBZQicyEx+wbeo3XhGKLcoqoALnrpJxRX855cvrsMn64txIzr++DsVplqpaGv1DhCBnB7p/Fq6tSZzbHj7eH6+yy9BXVkWh2kr5RjYmKke88SFhF0ulizr3EneACMZp9mBAc4Q3JOLXzl1E9UHoiVQbqTogI2s4Rr+zdHqt2MV5bsRokniE6NU/HQhZ1QkGkc5vyvIRKCdcuHxq8FayB5ioC0mL4gUGmcewdYCqoxp7NIIt65JB+ZH4+tbTiYBiDNkYk3r/gWipTwIGW2YsTl1/nMgbc8l1GdRCJisrDa6ZZlLEetOUKb886XJOsqgjWMMqU14+BmsnGCPbCcAsoOY5K/h8VRZyg6jkNVQUxfpe9nE5UV3Pn5Xiz9Q55qcRgNkhSarFxNWVwkObuXsBJEM6gq0QCE/cuMP7BiL5RoWI2iyEEKKC9+jd+/dCdXq84cinw1VWPlQQlfby7Ehzf1w9ebj6CoKoCeBW50aeLGJ6v346YBTWqPVxBEKAsfhrBXY4pYeQD49DqYb1mpKyHn94twcK08wME1q42x/40gMGIz4W1qEQSBLrC2hPQAAKvvKPDpJH3kq3ANpE+ujnUX55SVYjNhUNts/FqcrLfKSbHqVs+KAihhH4W/ceJRfYhWCFd+UXcAwVPCSVAyG3udWBzJObU43M30Yk+7Gxj6UG1kDCEP0Hk8G1ieSHrAW0KCEX/2FIUVRLOuYEl0Q9I/cTiz+dOsHq2Mt5SVWFd9Sqfdsp20IWjah9vP/7tahebKAS55i7YO2km7UXdGIKWGRbjLxEzM2/5L0vaNhTXY7XPqSY4zi941n15PMg+QNFz5cYM7t4ciMqYv21tLcOKIygrum7MZs2/pj+x4yl+RjX3GgFjBQ8K9lN0euG01sHk2cHQr0OoCkuLEeybo4VhghPXv8e/iz1tu57rv2w4X1v9l/0s4Q3JOFbwl7IP06zx1W7vRwNj/JA0m6U4LJvdw49pO7WLC2RRIDjtgPs0ulyDWK6ITtBNWguFfEjQGcG6lBvLa/yR3VPaVIf2HByBc9CKgdTwWY74gZ11z7GO2pjCMe+HzXMlaXWqVgRaV+1n+nNkK2PgREKoBOo2jU+4v31B30oBVy5zNZejZzI0bB7ZEptMKkyhgy+EqvPb9Huwr8yE3I009zq6X0200GibpEWw04pOjunMpi2ZIqY2Mq5AsTt25hWTlivqruyjMzuvC1fGiR4Fh/9BFs4KygJkrD2D2ukJc0CEXGU4LFmwrxiNzt6N9Xgqu6t+y9ipYlYCe4NQeXATSuncgDn1Y3RaNMEr1/ng1zG92sAdZqzpcXu3pqDcUJEeBVW8YD76H1+uablpNEqYMaI7PNxxGSY06uQgC8NjFnVQxNYA0wQvT0r8nVwApChyL/gbzlbMBaCYNfyXTm0sepT6scQ+KWHPa6/UolhQ+/7/M1b+vILItiSXxywqcSPtN5T6iBSfc/2LLbEZSO4xlijEaohnfoXXUqCWSnLCfixVfGY/f4jwxIiRHgA0z6dfUYjCjR7/OAxY8wPcf9Bf9/rmdgNvW8Pkr382WA3mdG0wwAGB7Ud2l3iv2V6FvG43XkNlObdm0FSSGgkjPJEdGgyMY1YEwlv5SYvjagXIfgmGNLslkpYbL6DnL751cRSaZWdY+4A6muhIXGnEYjX+1n2nT/53dTR3V8pf0+zU5q3793H8Rp9ms+X8UkRCrd7QEB6D4dnU3li9qb1BPCcSv7wZ++YqDttkBnPc3oPuVp1f3WMkE9L2JVQSJSG+hX8Ha3cDZtxs/oC0H61euYR/EHXOT9wMg7FpgbKIWCXFgliOx1XN23Q81wAGrHtdcpDZmqHbWFeq2XYtYPTTyKeNBLeRTU0ZG6SoAHRq7cW67PPz9y63YX8YVdO/m6Xjxyh7Qpt8hShT/HVwBzLtfTVe1v5Al2hpyKZudkAbeA8y8NPmYzroeisWhzoeCSM+V4Y9S97DhfWqPRj5OAWi2qkGwmEywmkQEwjLmbtKv9Bqn2WHR6MPEenxBxMp9ahNKgIRfS3AAThqfXAPcsb5hnhvRSP0C3YTUUK5/N+Ze2wIfba7Gj/v9aJJmwS19MtCkZgWk8NDaVIlJDlGLYYSiTTALmklIjrItw2c3q9sOrgTeugCYGnP+jSPe+NPspO5KjrCSZ8xzjB5qEagClj4JrEoo8c3pAFzzpXE0J1CtRmjqiHzBexSYPJf6mY2zeN57XQ/0ncooS5bGRdhfxUjsvPvU923aF7js3eRqsOOFILBPV/uRTIkoCqMVmwqAwxt1nesBxCbtxkCfGxr2eQZomln3vdYqx+Ccxd2B173LBUO/WwChnV5r9BtgkURkpViwozj5NbMkQNJGre3pJMxvDNanliQzq5vq8zaqbyy0OHkvJUoJABIa7fNoS6O7esshjCqGvVyMtb/Q2GjxNEB9tX5n8HvBX0FFvBHWTtc7ToZ8FJZt/1JdlYZ9wLy/0ib9dENqEw7M2g68aU2TjNoAkO0P/JN+5dCoGzDuFb05miglezPEYXYkr2B95cCq14CX+wHPdgLeOJ8EMlDd8O8lmo1Lhw+sMM5Le4q5An2hJ/BCD16vxCoMAH1bZmHq+2trCQ4ArN5XgXtnb0a6Q3MOFYXpnNlT1OoeOcqV9sKHgKDaZdkcDfC1Mc+qJNhkpW6g83gIWvOxaJipuQ2zOLE2P5dpoE2fcPUcUfdNFQO44izjCezOgXlIETQVWo6Muklj21F6DUDZTmOhphyloLMhMFuBjmONX7O49IuDYA2EJY8id3o/TPO8hDc7bMDj6V+h3Wcj4PrqRr22SY7W7WviLtBHeHylbEKbCDnKSFni/ejKYfnyXZuBOzcCNy6mJsaaMPEGPcBqgzYcR7cbe7dUH6ZHyrMd+Tx8ebtxmuOsycA39zD1cmQj05Vf3Mb3dDfX71u5D5h7p77n2cGVbKlidC2PB/Ys4KqPGC14fwLwzmhaQbibMap3CibNJqkWtErsYg4g02lBn4IEw0ZvGTD3bmDWREbrds6j5mXVqw0eayQRuKZ/c8PXRndpDDFxMZURS813n8QobNfL2Ty2PnH6seDMpvO1tlxeEKhp1BLzOBwZTPtf+g4rUM+67rQlOMCZSM4pgawoEBPdcOMI+/l6/PdAlbELK0BxWaOuJ95X5veELY3eLG1HUFtjcXESdeYkRzscGawa6X0TV0RmByfGxJC3Kxdy75sgzrs36ePkntdCtGtWLNEow+7z/6ZuqzoIfDSJYuZE/4xomJGE7V8B5fuADqOZu048Bk9R3SXnv3ytdzz2lgAzL9NXk6ydzpL2q7/QDQCLtxcjoA1Bx7CjuAbeoGbCDHroZyEbVJX8MhcYpvrZQBCABQ9Sn3DVp1zZCSKw9XNg+ggId2iOSxA5EbcbwXB/3PF4xze8vyaq9549XIXbu4QhoDE+WFuEYERGXqoNDw9rgpYli4HcUeqEbE0FznuQK30tstoCbS7Qb6tLcAs0nJhGwyTRRsaQ5z8InV4hfg9EQzBt/QRpiR5EsiZSaLKxxPtjg1TouX8ETJponRypu9y8ZHvMiiAhvWtNOXYLhapCQ/duANRotRup/u45yio7rUB322fA0S3sSK2N+pTtTvZxAXjfnX2H+ns4ACx7sY7PX8zr2dAI875l+h5PwWpgyWOMKOZ2SN4/HGDjSznC+7au1hbHiWylHO9f2hR/W1SKxb+WQlGAPi0y8NTwPGQH9gNpmmOoLuQi4NqvODZIZl7TpU9SGN6Abt2BsAxPIIy/jGiHl5bshicYgSgAwzrl4Yq+TRFNtHEwW1lUMeoppg/Nx9YBHhcyWgI3LObY6S2h9saaStfouvA/0p38DMk5BfAJdljbjYV5czJ5Cbcfi6DoQG3cQokae5gAjFjU1e/md0YkKqPcF0K1nw9dis2MLJdF31MoDouTP8djSR4JcADeOZ8r5DbDSVQ0wkFvWEFZ/mjkdVoPy7aPayNa0VZDUdR5KpxhUTUE9JUmtV2oxZLHgEvf1UeJireqYktRAla+TEv7CW/pI0/1dSpOb67/veqwnuBoP6tyn47kHKqse4Kv8mlIlRypWwyoyPp7xOZmWegPT7GEXYtm/fT+N65slrbPupwreK2IcPLX+h5LooTMb6fhz21GYeqUyxCGCdZgOTLWPAApuy0gaiInkpm9gS57j2JFfwWJYLvRyWmHnA4sgTe6z9uOSN4WqOLA+8vXnNjaj2JoXhtGFyRg1ZskNKW/MrVod7Mv2oFleit9Wyp9VYyiIBkt9efLZGVj2bEv8D6rPMD0zIA7YzoIzRAqmhiFqDxAcpfSiPd69SFOGvWlR+tDfavkvM7638v3Glcgle4EKvbrSc7upcbvKUcZhYyv7OUIiUVdaOiY5C9lqwwj/Phv6oS0iw9vKbD8ZUZtQx5eqzHP0b+moW0Fireg0dy78GzvO+Ebch4UAPaiNXB/cQu7zmuJVvk+2gh8rCkZT8unGLn6EJDWxOgT6kWKzYy9ZT4UVwXw1rW9AABmScTyPWV4ZO52vHNdb+M/jI+5vxcEgYvT09S1+ERwhuScAgRghbfvPcg98JNeHJreHOW9/gBRsagkx2RjGNJohdVhbP09b34nhKNRbD1cg5tmrMHRmDCzaYYdb0/ujVZZruSeVMcLbwlNo7R259ZURlw0fhTeUATXfLgbN/e5Def1vQdCzSHAlYeVRyJ44K3tmH+3VoOgMFVkcfL8pDbmJLfjW0422onUU0KnzmGPMiIW8nFyXjeDofqOF6n72tIopDu8Xv8dTDZ9SSXA9EtdKPmVk2EMQ1un4vUfk3czSwLy3Zp0ldnJCT9RxwVw4NdOmCYLXZirDlIQbU+PiUi/AvrdnFzdU9CfYeYFf+ffZLRgN/C8rgnf1Q4MuQ/22VNgX6GZjFLygKEPJzihltMDyZHJ82NxUbvw47+BiR8CbYdp3tdGbcE3f9QLhfvfmqwrCFQDa99lKjCOefcBE95hJEor0A3WsDFks37sOxT2AZ/dxOhGl8vU/UQT9W3r32f0Ubt9zLP0HIlDjvDze01mdY8gAZDZ6Xr1G3pxrCObFgUmK48lUEWRd8jLsH9Dm17a0oAWA5ki0cKeznOgRfle1ImKvWrrAYBi6LqgvQ5WF9DlcmCnQZm0u6Dhk60C6oKM4CnWpwLDAYpdtSXU5XuA9y8Gblmh70L+W5CWD9QUIXXxfYkxNiCzjf73vE7Ay/31Y0pVIUvIrzd4To8DFpOIq/sVYNxLP+OTtap3kyQKmHlDX2TW1ZjZVx5rjWNObv56OiEaYXq/pohEypXL56uB1XANwRmScwqQZrfgvY0CBo37Eull6+Ao2QBvdk9UZHTHsgMCruiruZGdWXSqnT5Cv/rMbE13YPHkX7JybxhXvbFC57x8sNyPK99Yia/vOMe4VcPxYPfS5H4uwWrm9a/6pHbVZhZFZDituO/bgzCJAlLtZngCexGKyshPt0PQWcNLFEp2uZQGd0c2kJwMuIvlsNoBOBpkC4hF/6DvCsDJ+Ly/cUIMedX9nVnsXfPZVFUsnd6CWoFErVE8by2IrAAB6D8iR5NW2i0ybRjcJh1Ld+pXxn8+Lx8uSTOomy2McmW31zc7FARg5L+MNUsdLgS+u5fkzuZmVYXVINxsS2OVyKRPuTp2ZnNbYvjZ6uKkfs0X7AAe9nO12mY4Iyracxuq4erWX5EcWds6myLquPjRkU2x+ZQFjOhFQkxp2TOSBZz+cj3BARjJ+vxm4Pb1KskRRVbXrXuHuqkDK9T905rqU7zRCLB9LjD+NWDfzxR3pzahvuGXubye8YhHNAh0nUDthVZ7YnEyNahNI4kikNsZJRUV2OLLws7SIHpZHCiweJBpFNqXoyT+haupmWkxMDYJJJBSRyYJ1uJHeI9HgtRSXfgc08JaNE4gqlokktg2w4zNMVsMSq6abDWYqV9tWxTJQisCRwMrrExWfo94HzXd551PjVgcgQqafCZCjgLLnqfwtiGRMlee8aIytTG9fbQ4sMI4+lhTRNKRGOE9TuSm2vDFrQMwZ/0h/LizBAUZTtxwbgvkpdmSI+chLyPH4RoSP7Odz3Bak9OvU3g0zEXirMtV3akzm89NbudT5tJ9huScAphNIsZ2b4I7P1yPKn8umrgvRuFOHzKcJXj28u4wSwn675yOLJVc/z6jEq2HAq3PP2WW2RsOVhq2liipCeJwZaBhJCdQA2yqQ2t0eJ2udUK604I/DG2Dq99ahYisoNyrDiy3n9dav7pxZtNG/u1hKinctYjnbkoCyRFEGrrt04RSQh4Sg+u+Y8M5LaypTFMEa6jTsLg4oGtF1gAnpvMeoAfF4Q0AFBKt3d+rnYnjiIbw9PkpWNPVjY+3eeGyiLi+RwoKLB4EwlHohqmKvZzI9i8n0XJmM1x+eL1+sFUUupB+dJUaGQlUksyJJlbMaKMInqOM4myaxf0FkfsMvk+fHjDbmDLwFFH3UVXIidJsSyYj9XXCdhfoqzskiROC1QV0vYIrdltarFlrwrmtK6US9jOCpk2RpregoeFyjX7EmgJMnKmfiEMeYPsXwHd/ZkottzNXmzMvJenuO1XdVzBBWfkahEQiEPIyqjBW81kBDw57FVw6qwiHKtUFSp8CN16ZICPTkVDGW7YrmTx1v4qdthNX564cYMSTTDUqCq+BkQ7Glh6LAH6n395uZLKWT5BI5Bf9g/5PkoU2Cf1uTda5xMWph9eT8LqbAd2viHWwbmD9it0NjHwSeH2IvkecI4MmgVoBthypu7N3xX4+Dw0iOdnAlZ8wOrj9K8oFWp7H5y7RvDDkpYfPOX/guRdEPnffP1V/y5jjQE6qDTee0wJX9mkGq6metg7eEmDjTDbTDPs5FvWawiKD043k+MqA9y7WXzdvCT2npq1gRPgU4AzJOUXIclnxwhU9Ue4NYV+ZFy0ynchwWpBuFI40WRhGHfQXTq5Gre5PImoCdefYdeLY3wJJqttTRzQl6Ta6NUnFs5d1xbdbiuF2mFAdiKBPgRvDOmTr02X+ClYyaaNeAFdXq15nlCZOShSZug4jbPgAaNJL/T0SZKpozhR9SqXjOGDMM/pwvsXJ1eD0kao+QTRRD2TWh/KDUgpstiiGtYzi3PRySKIEc4YdW0vMyNMShWiYFXlbPyPBze/NCXjOjQzla1Nmnpgbr5FHzPKX6IQaJzlx5+mNH6j7KDLFpo26sx1FfIKLBDlQfXwNUwNxdJ4AXPB3fcRBNPE4dy3Sf75koSNtIkSJk8ixxuVjdYPXwpHB6r3eU4C9P/Ia5fciwdFOxCYbCdG+n3i82mO2uaEr35MjELRO2lpoo0UAPKEoHltUqCM4ALBqfyW+3VaGK/vYIcaFnN5SXsuQhxEVWxoJxIaZTKU5z0n+vOMwm0TER9ftNkNJ9CEwAtz4rORnZPcCVhD2vw0Y9S8Sia2fM+14848G7UuymXZsM/T3c7ZNbwHcuhJY8xajKU37keglEgwpJrjV3odxtB4KmE9ggk9txMXM8Mf5u9luLAtoN4oR9bl3qR5euZ1ZHZrRsuGfH4MkiUi110MYgzVMWf70rLotEqQzu7uA983pJAYu2mxMTP0VFL2fITn/95DhtCDDaUHrnON8IAXhlBMcAOjbwjjHa5HE4z/2RJgdHEyNXI87jU9ahaSGSzCuUQUuwnaIB5ZBbt0dQotzIQQKAZcmVx4JUVhqhN2LmbIxxdJLcR8OIwQqY/1xYopmfwUHs0TisO1z4Jy79CQnUAl8cq1egClHgNnXA3ds1OlGcixBYNtsCIsfRu10ZbKiw1VzINo0aTBBZPpGkamF0OohBEGftoyG6nFCLdZ3hfYUcUIxwqrXmDaK+574yoFFDyVPLFs+ZWTAmatGXqJhknLJyiiCInPgHfEYcGh93ZOAr5z72jOMIwJN+5CUJFYnunKNBbn2dP7UN+nIEaDXdSRwva7npCZKJLUmq86zKqwIMKc2STamBIDUJghFFcSfUJ9iwrztpYYfOXtLJUb3aIb0+K0Q9nMhM/ppXlvPUZITycKUVNO+eu+saASKrxTKkc1QgjUQmvYhYUrU+YT8PNbdS+nhAgDbvuT5cieck8qDTPPmdGTa0OKik3fpr/Q/qQu/p3W/ZOZ5GHx/rKu23VivYc+gP9UHl+mfYXczphNPVONxPFVuosTnXGsxULwF+PyW5GaeJwOBamB1Hc/umreoxzsVJCfoYURm00dceHW5jNchkRTXVVF8rNd+Z5w0kiMIQlMAMwDkAZABvK4oyvOCIGQA+AhAcwD7AFymKEqFwOTj8wBGAfABmKwoyrrYe10LIF4j/KiiKO/Gtp8F4B3QC/UbAHcqSl2tV//3UB0IIxSW4bSZYD+FjTndDjPuHdkeT3yrakEEAXjiki5IsZ3ALZPZmrnzBQ+oq8pW59GYTjvAhHxAoBrCx9dAiAlDRXyg5nN9lYBDs9JyF3CV1WEMc/SKzFWsv1K/2jfb6xZ195ik93IJVvPHCDsX6N09S3Ykr5IBrrKKNutSKuaIB1j8cNJ+pk8nA7f8jNrQhiixumP1G8nv22a4Pg1nT6O2wahLc2IJvSLrvU60CHmpV6ndN2osfAZYxdVyiEpyIkH6h/S/jSRQjlJPs/xlisq7XKL/e185V6UrXyFR7XEVo2SJpfwmJ23zP52s5vXT8pk6aaiQVxB5D3WbSBdyTzHJRfdJwNm36ppB1sABsd+f4T5wcdLbVPX7E2QprZbkQBBhM0kIR5OjnTaLBEl7f0lWEqx3L1TvnbXTeU6H3K8nErIMuXgrxBkXQpCjJAaBKsijn4HYZYL+PJjtwJ7vgXPuVPUz5/yB0bv+CZ4nnScwZfn2cP3fX/oudVOnEpIJkOpZQPnLGHm79isWClQfosC87Qhg+9dA7+tPTK8oyzH/K4WEykgvcmgdCU52O9V5fMc3TDsGqk48MuEtY+ReEGLRR4MxP1Bp/LeBSv1i5mQhEmTq/KNJKtlc/hLQdxow+M/6FGqTs3hNEt3C482PTxFOZiQnAuCPiqKsEwQhBcBaQRAWAJgMYJGiKE8IgnAvgHsB/AXASABtYj99AbwCoG+MFP0dQC9Qj79WEIQvFUWpiO1zE4AVIMkZAaCBbmKnDzzBCPaUePDMgl9xsNyP/i0zMG1Ia+Sl2hpe2fQbkGIz48o+zTCsYy7mbjoCsyRidJc8ZDitcFhO4Jaxu9XJLFjNFbrFmRwaDgfoxFuRUCnijaVl4mFlICYQngmsmc7KmkiQof+B98R0CJqVjS0duPA/3E9LYNoMTRZl1pffT2uq/72+aFvia0YVKvHv5q/Sh+lTG1Po/KbrTOoAACAASURBVPXd6uqxYABbUmjPWTQMdJnACIvWp8Vko85GqyEyO4D2Y4zNKTtclKDbEDjQJnp1ABy8dO9rYzWKK4d/F9fZODJ4vbUIVLNz8gqNNfzhdbTrH/+GXo8iSUwLTZjOSUUyk6QdWAl0uwwNgsXBUtnXLlEjddEQsPZtRhQH3qPuKglYHcpHzzFvIu3Hh6hLcuWi5ux7scXSA500hCjNYcGVfZvhtR+SUyo3DGA/ulooEXo7JZLjPUsYgdFM2BHPUZgW/wMY/zrvp7APcGRCXPEqoi2HQNKSnEAN0Lg7J5545dXyF5nSSSTtAngdtAj7GcG8YcmxzuKxEYqJ+U3WE48wyBGWm294n5HfjJaMovz0HFuBdL+y4ZoUbykjzKvfJMnodiXQ89rkSGGwhvenIFKgLln4LB7dzu/aUEQCfI+v/0hbg5RGjIp2HKfXvjkyuZhb8XLye7QbRXJ2suGvYOQqMSK+8mUSTS3JsaUBF70EfD5Vfc5ECbj4jfr9d35nnDSSoyjKEQBHYv+vEQRhO4AmAC4CMDi227sAloIk5yIAM2KRmBWCILgFQWgU23eBoijlABAjSiMEQVgKIFVRlOWx7TMAjMP/AZKzubASV765sva+2F3iwTdbivDNHeciL62BlU2/EanwIlU+hDvSVvGhls8GkIskM7PfCn8VRXO7FsbC1PcBYiv9ajQaYsM+I+xZojdrA4A9P0Ap3Y3ScbOgOHMhVexG5upnuJLIbK3u5ysFfv4PcPUcTpyeYgprQ15GLHpNVg/B5IDYcjCExOOwpiLaYjB0a6z05sZVKtbU5NLW+qIPib1nomFGOa78iBO82c6S9HBCqNfsoPvqZe+SRB1ay2PqNpFOxrmaCi/RBJx9J1fFpb+q2/O6cJDSRhBEiWX5W2YnH2uPSXoCZ03jBLBnCQdAUWIkrdcUIDMhTRKsYQQnEbsXMZ2mJTn+SmDpY/y/xcXzEPHHjm1Mw0zooqG6+1ytfYel7LFJ2WU1oyAvB3+eX4Cbh81GpkNEVUDB6+tqMPVcN9wa4mI1SbhxYEvsK/Vi3jb69JtEAVMHtUTP5gkTkBI1ttEHeL5bD61N3wnREInXnJvYUy1+LsY8A6XkVyCjufq3jgxe+8xWapVb5/FAegFJvhY7Fxp/fvXh+tNVx0I0CtQcoiD34Eo+g+f9jcfV0HLzuAdRoJrXLxrmgkaRaRdgaqAHkb8SmP+AXqO2+BGaLF72rj6y2PxcYMkjjIrFsekjejMdj0dYXag+zGhaXLxcc4REEwB6XqNGdMw2tsbZ8a1+AZiWz/sjqd/ZSUCgklErI+xZwka7cVicXFDduZnPtiCRkNrT9X3cTjJOiSZHEITmAHoAWAkgN0aAoCjKEUEQ4iVDTQBoOwwWxrbVt73QYLvR598ERnzQrFkzo11OG5R6gnj4q21J42+5N4SP1xzEtCGtYGpoNcPxIlBN0e6Sf+q3j32RaYeG3qA1xcCb56vRhuItnJwnzdE7CJvtdTfdc+boU1DeElRJbvzY7lE88XURCiv2o1PjDPxj6FvocGgxHHldVGIhh+n+uv0Laj3s6VzBVRUyEtJjUm2Yulx2IjjkeTRyPgFJkLka9ZahtO898Idd0MVyRIkl8B9crrZ8sKcDV8xKNsJrOZjvlViNkdMxuSy8Yh/w5a2s0GrcgyTqwHKKkK+YpeqCzDbmxV8ZwE7VeV1I4GaMAy6boV+RRvysIrliFs9/0Vau/LPbAZs/5TmoJWICK40q9qnGeYLIbYIUI5sxoiNHOWHsXgzM/QMnn4yW9MNJ5BLekrq1UcVb1TJ8gJYAzfrRXdjs4Ln2HAWWPs7JoAEGbIhG6vZnCVbryU+gCk0kD/4yrA3+vWAXthzxoG2OA38a2hoF9gAQiABmNU2R5bLiyQld8UAwgkpfGFkuC1w2E1zWBAIrmIzvA4DXW/OMCwJiYtf96j4hD/D5NEjT9OJnRPwUpu7SEJgf/g0c2aR3yQaOu2Hub4bnCPDqOepkWPorn/MpC7jwaAgc2cDFr/NkbJjJyF+z/pzc3QUN1+QE66j63P8Tixe0JCfi0xOcOL5/itGfhiAaZl9Do/vgh6eYjtMSqNTG9BXb9xMXavm9WPJ/qkz86iOTLoN0ndXFn7Mmn7RDOhZOOskRBMEFYDaAuxRFqTZ0zI3tarBNacD25I2K8jqA1wGgV69ev79mx1vKcKogHLsx5DEgKwp+KaoxfG3d/goEwjJcVoP391dy0rG5kyMCWkRCsYiDwkiDUbVGoEpdPWvx7T0UpjaE5CgKS08Tbe8Vhf1zrvtWLZG3x9JNRtGcc/+UoNsQsVrqgdtmqy6vWw9X47L3ajB/6ii0CvvVwVw0M2/uK4uVLKepK8um/XR5eE8wgi+3VODG/nfCtvFdCIEqhHrdhH2BFGw5UobJWdoUQRV7QU14m6tMReY52vgRG9xpByBHBjDpMwoYvbHuwzkdac6XGB7f9Emsr1c6B7WmfWjCt+Sx5GhOamM2gSxcRbIU9gF9pib3XTI76MsigKusvG58arbOppGclmgJIi33+97MELq3hKvpX7/jPa9dlUf8wM/P8hrHUb6HlVk3J5jYOTP1TstaJBqw5XQEBt0LfDFNFVdntWEYvKEDu8VBwe2Ob5Jfa35OUhrOWrYLLRdPw1ODHoLP3gr2QClSltzEKq6C5Coot8MCt8OC/PqCTJKJBnsb3iNptbnZmd1XxtJsDYRoxDjqI0eAg6v0q2dF0ROcOHbOTyY5rYYYE61G3euOuMgyiYHJYpzSjYQYqU1c7ctRVkFOnJUsUD0eiCLHtekjVIH/7sXUhk02uI7HC0+R8X0IkJxpfa6ObDTeLxLgdWtINCfkNa4YA3i/Gy0GXDmMznUe/9s/70RhcSX7JQG8f5v2OfXHcxw4qSRHEAQzSHBmKooyJ7a5WBCERrEoTiMA8SVVIaBbIOcDOBzbPjhh+9LY9nyD/U8danOpd1OUltaUYdm2IxrsTCwKAlrnuLDraHLpXdemabCZEwhOoIqNO394ig9a+wuZdkkswQQ4MW2eHbNoFzhodL8yWTBXvMX4wQ/7ubppSNfhaAjY/7Pxa2W7kno0+TM6Qh79MpxL/87J1eaGr//dEJsPgU1DlMuiNjz7U/KqPCoreGVFCR4d0w61CT5HFnDRK0xF7JzH73Lun0h2GnXX/X2aRcTkRgfheOPa2oHGuvEDdOk0EU3OeVD/YXKE1Q1r3lI1LfFBvvf1+n1NNg4SU3/mPpKZE4qRB1LncRTuHlrD4zuygSW/l79vrAOSI4xMFa5iae4FDydXwthSWfG07D/AS705YZisJGND/qonvYIA9JsKfDCR721NYcqvUTdg9IW8pvHjkMNsKpuISICTrraBoCUF6HwpJ6iMlowalO2iLsqdr/97exobN2oFl6U7aSB59efJnwfwOQgHGPWpi8gXnE19k/aetLmBUU/rJmElEoTw0zPA/mVwzRimr3gPVkNp1B1CQ/Qm4SCFx/2mksx7jjJClpJHvZG2A3h91UyJk2BdrUAA3u/a62BEuPO68v5KFIADPMZtX1CPktKYAvO0fD0hCnuN22UAjNLV1bLmWPCWAt/8KbmFROlOErgek5L/JlDNiJccYQTCqBrPkVU34c5opf89UYunRUP7CZocQPOB/A6JyO+VvO2/DWcmhelf3sYUlKJwIXLJW6derH6cOJnVVQKAtwBsVxRF48WNLwFcC+CJ2L9faLbfJgjCh6DwuCpGhOYBeEwQhPi6aBiA+xRFKRcEoUYQhH5gGuwaAJpOb6cANUXAW8PUB7fqIPDZzcClM4BOF9X/t3Ugy2XFA2M64tq3V+m2p9nNuKJPM32qKhoBdnxH6/o4ijYDW+ewCkE7cfqrOPmlNQb2/cDJp8NYoHgbV+zafRNdVLVo6MMsWRiq3mYwMbkLdJUEUVnBzI2VWLuvDW698Gu4rYA3IuKt9VVwfl+Mv4xIhy1WbRYVTEm+JHEcqAggCLNKciSJA93bw9Umketm0F11/Gu6v01DNaQFdydNItatHyJn4F3QZUa1WpzEFay3HEmQTMfXJ0YBG2l2u5y+L67ewAUPMWQ+MEHr4ykGXh+ofi9vKfDOKODauUxhabF/OUPkcUSCTHE0669P/0SCTHVc/RlXzVUHmTpy5lDoPfIp1IqTZNm4majRObG7mcYa+CeujiNBRjMcGclpyrLdxhUlZbt0HdN5DFFu/2IaULiGkYaek/k5SQ1YjwL9p9H4ruoAV6g57YFd8xmtihEjORyA5Ck2/l41RVCiEcOQ8jEhmXj8741Tv9/Pz1FUqzUjBCBYnNS1JPakEkQIrYbot9XnupteoP9dS7iD1SrhNkoVe0qA98frKxM3fUg37BYD1W1mB+RGPSDuN7B1iPcsawjkSHKLlTh2LWS6Vuup5Clh5GjrbN4X2e2A8W/GjkET6RZE+vKsf1//ni2HJGtcMloae/W0HtZwrZHZwrli3Tv662uy0hQysc3J6YDURsAlb1JsrUTrJpCnCU6muGMAgKsBnCcIwobYzyiQ3AwVBGEngKGx3wFWR+0BsAvAGwCmAUBMcPwIgNWxn3/ERcgAbgHwZuxvduNUio6jEU4URiuTpf/kQ9ZA9GzmxqdT+6Nfywzkp9sxvmcTzL3doJ2CrxRY8LfkNyj5hTl4LSJ+Rnw+msSV2K6FwFd3AOtn6H0fAMDd1NhnJL933YZ+x4IgMEVgtEIc/k/dwFoTCOObzUX4dmsJxryzC+e8tgvD3/oVH68rxoJtxajWmBXarWb0q8PXZ0i7LDitmly9twz46s7kLti7F5HsaSBFfOrqNgHiwQRzuPTmxilCUdKnEmKo9IWw7XA1Hv9mO15ashOF5T74wwYmi0qUJHbWFayoWPh3Ooh2vAi6bG00Qg2VUXfvhQ+qOiGA58CoOgNgFY5fQyhEMwfZt4cx/x8JMrI0cwLNCLUE0OLURwm06HCh/nc5SsL05gU0xPvyNuC1cxkBCCUQl/o6lieu6r0lJLCFa/h72E+B85LH9O8jR1iu7augq27YxwkyEqQZnuZ5iFgzoLSKdVF35ZIUxFyslVbnIWxpIOlXZGDhQ8kEbuscJGXd7bHVs3YhIlmAcS8nayRMVranSETXicYEI064s9rwPq5LC1e4Otl6QZEZxfaokdQwzPD2uDF5nBBEVA98GNU4gbL/uiIpOZ30z1+wBph3PyOFceJdsoNmnd4EHyOznc1Wx74ANOnJSNbQR9nDzJoQjXflcNHQcRyfbbOdPePGvdSwFFwcNjdtEkY8CbQdDvS9Bbjpe6ZuzbZj//1/A/Z0LojczU5rggOc3Oqqn2CsmwGA8w32VwDcWsd7vQ0gqeZVUZQ1ADon/8UpQDR0jFxqHava40CKzYxezTPw6qSzEIrKcFlMcFgNLlU0rBtgdChcTf2M9ni1TplxbP1MVzILIPYwf0VCsHsRB5j2Y4GRTxiTlOOFKxe4cQmUpU9C2LuUk8WQv1JUqwnJmyQRWS7jFV+m06KLZqXYzLh3VHss21OKar9KFAoyHbikZ1OYtC0zoiFOpO4CeLpMQsiWg9TDP8H0yxc0TGs5SN3XZDP2eAAguBPE69ZU4PyHgPn367cPvj+pdLbKH8abP+7Bi0t21257dsFOTL+uN85umQlJe7xyhPqXblcwdO2vZDXHon9w0osjEmCvLCOU7dGTAUVOjoDEEfbpiYscYqVRUaw6Io6e1zDSoRWnurK5Up4+Uu9y2uem5NYWvlLgwyv1Jc3RENMmCeaJyO1srBtx5SZPpPuXJVe4ASw7HniPfrXdeQLND7UaotQmrKjR+I1Y7Q7IfW6A0LQXtxdvIyEwWaFkd4TF0UDSryjJuoY4tn3JiFkc/lIWAYx/gxN4yMtFyLp32YNMW41WfYStGZqcxSotQWB0KNaIEqmNG3a8u+soKS/dqXtGApEoXl7rxfVXLYR71TMwH14FOb0lKvrfi3d3mDApN4pU1KMZrAuOLFYxzblRv92aSlsKbUovWMMITiJCHmrbul6qbjM7gBWvMMrd5VIK6ncvYoRx5JPJ75HWhIRo5JMABKZwj+VCfSxIFpKvo9vY8T7kpddR1wZaJJyBDmccjxsKs53CzcQeMQBLDRvSRyUBbscxQruSmYTEiOgk5nPD/rpN4Mp26ytaAA6Kl7yl+nhYnCfsdSGHfVCKt0FKifV68pVD3vsTlOxOkDQLFpfVhNvOa43525LTBLed1xoZCa0w8t12zL9rEOasK8SWw1U4p3U2hnbMRXZKgu2/IMJz7v3Y1/QS/GdFGYqqQ7igVTdMvPbPyCnTpwchWjjIbPhAvz21CZDdQb/N6uJA23IQHUkVhY666c2TKliq/GG8uGQ33A4zehWkIxiRsXJPOf748UbMTWx+engdMHkusGUOPTxcuWynkCiANNuBFoONPXjye+n7StnT2S9q4YPJ+3a/OqEkW2CD0nGvArYUEg2TjVHCVW9wsNdOWDkd2HNtzxJW0rUbDrgaJfe5CnqSBegA379ku17AKUrA2JdYZRYnOtZUTviJFUB1uT5HgnqyKprYeFNLcAAe07IXgTHP6TYrggnK8lcg7FMF1ErjHlCu+BhiQ91/RYn3RmIUFUiuGAv5KJLe8Q2fd5ONkTBF4XXXpqEsDuDNK6g5aj+a27Z+xqq8aXWQquNB4+7G21Ma6SoIHWYJaU47Xl9fjWnn3AcHAgiLNny73Ysd5X7YLA2sghJF+v5cOoOR8qpCir6HP0bnbS3kqOHiBAAJthbBamD5C1wIJDYPPu9+4w7ftlRWeIrH4Ujvq+AiRBD4bCX2vQOYan53dHJk0uKgQeXJrqb9P44zJKehEASGFhMddG1uVjE0VLvyW+DIYt72s5v127PbUxyqhcVVZ2SiTgt8u7vBAmojKDXFkD6cqBP5iaBrpDLoHgiaAaBFlhOvTOqJh7/chqLqADKcFtw9tC16J/qNgJGfvDQbpg5qhYgsw2KqYyB1ZGJD4ytx9fSNtYewqbAKX2xz4sMbxkEXdI0GGfa3pwPr3qOgss0w4Jy7gfLdyRNRvJ3A6Jj8rI6BafPBCjw2sikuaKrAuWsuopYU+IeNwr9/Koc/lHBt2o5kxCOeqz+6nSLVca/oiYsocRW66jV9+wGznalA7TWUTPTP2TlPL7ptPRRoP0q/IhYE9jTaNAtY+y4H65RGvL97Xp08wEtmEpTuxyinra88OaHXV20n9xsWU3gtWUmmACSldVoONn7P7Hb6yUWWWS5vhJ3zee3jUBRIO7+jjk0D4fB6SBveZ9uQxO/jKaGPSelOoEkPltYmpjNsbqD3TcBPT+u3m+2xdKQGkoVRJEVOXtAkpgpsadTv7F/Gnziy2p7YIqX1BRRF1xTpt5//oC66K0kirunhhvmX72F++wEg5IFVNOGKXjdgwtg/wWZrQBQnDrub+pWCs1UtiJGpnNnGRVvxVoPvkZBECHqSyUUcFfuTqxN95XzfNW8zCtT35pgHUcJxyDLvgS9v53NmTaXWqu9UPXFSFD5bRsfw07MsYkksSogEGbEM+3m/2Nynb1rrNMAZknMicOUAV3+OmsoS+MMKTIKCjMycOvOzsqygzBtERFZgEkVkOi0n5mAsmejqO/lrGn95Sykm7jU5+cGwpbHkVSs4BSg2PUWN0pT1Mw2rGExr30a41xSY09QVfIrNjGEd89CrIAOhqAyzKCDDadGnnxIgigIsRlboMZT6o3j4291Jh7C7xIt1hTUYnqapnVFk9snpchlw6XROkvuXAx9fTdFsXYhHy+pwX+2ZJyG15Fs4Z6gl+qk/PoK/TvgUsjnhXijblSw2BYDvn9T7CgHUVUxZwLL1PUtIdPvdYlwJV32Ig/P5DzLlmtmaHizeEv19Y7IzaqO9Z2qOUOh+IlEBycIUZaKQ1JnNCKIW5XuA2VOAs67jgK/I1JGtnwnctFS/r9nOLu3r39Nsc/B6aYmIKNZdIWhP1xO9QBWw6WPjfbfMJtnT6lg8xcB741mhGEen8SSLiR3ee18PhD0xEu1jlcrIJ1lxo4XVRTfqbQl931y5yVFFCCTB8/+mpsOa9iUxPRHbf1cOcMMi+hPtWkjiNvgvTJclPHMOz0Hgmz+oG+QIpFWvQszpAJx17Yn3vjqWBkS0sn3MrIl60fvZtyfbX1jrWfylJ6Sl/VXJTt0b3gcuepk+W1oi7T0KvDVU1cMFq1kBK0eBQX9WSYkiA9VauzcNvKXJ1XP+Suq2Fj7E72ZNYVq8+8SGGWP+f4AzJOcEEI3KOOi347FFXqzeV45mGQ7cNyoPnZvIcFn1D35NIIwVe8rw8FfbUFjhR366HQ+P7YS+LTLgqmN14w9HEQpH4bSZ6jYAtKXR2yO3M1cD9jp8cqwuWoVnd6CPRSTIqp1eN5yYzua3oK50mZERFgBJFJJTTicAWVaw06A0HwDWH6jE8E6aic9sp6Bx/Xv6SVM0GftB+MqBwxtiTr4K0Odm6iISCG+OOQjp58f1fxsNIX3ebYhM/g6AJpJRlCAej6NinyFZLEU69ja+AtWuUbDYHGgnZSJLNOurCwLVdHduNZiVZf4ywJHDyXr7Nyw9j2sMQh4KmhMhR0kyhj5kfHzHhMxJ/7t7VZFwZmta5CcKjd0FnCh+/Dd/4ohXAmmx53uSp04XM+JlT2flz49P8/OguRY9rwGWPZ+8gj77DsCueR4kc92Thz2d4uw4IkHqO7QEB+Ck1P0qvUbOV0HBdWYbOloLItNtCx6k6NWpOVZbGo/fmsKKpmiI0YyLXkpezHiPUrdy9h3A0H9wW/EWYPYNbH/S0AWNIJCAjvwXJ2zRZDxuRGM+OUZvsfp1th9Iqad68/dA2AMsfYIGnUVbGPUoOJspu70/6CON1lT2W/tZn6JEx3GxjvQaBKvZviAR8+5jhEh7bgvX6AX/cax6Deh7k2ogKUqMGG/6KHnfNsOTDUJLfqHZpiODthLVhcC8e1kZmFhpdwYAzpCcE0KJJ4ixL/6E6gBXARW+Kkx8fQU+mdo/Ka2yr9SLG2eo/hGFFX7cMGMNvr79HHRsrA91BsNRHKkK4OWlu7C31ItBbXNwWe/85OoqLY4nreTIZE+W9mMAxDo/12cc+Dsj2nUiTKuS7fzDHccjYnI1RI74myCKAtrlpmBHcbIOoldiGsyZBXnCOxD3LGboW44AvjLIVjfERHv8oBdY+TrwvYa87FzAxojn/lGny5GKNxt7clQegCmaQPaa9jf+Itntk1IkJTVBXPv2Kmw7oop50x1mfHX7Ofh/7J13mBRl1sV/1TlNTuQ0CEiQKCJKEHNAREVB16wshtVdwxo/w7q6uqsbzDkrKJgVRURAQRGQLEHSkGFy7O7pVN8ft3u6KzSMM+q6u5zn4dGuqa6u7qp63/vee+45HXJSVq/RMPQ4QbRnUn2Tvn8HLv0k3i0Y319RIGQuTJlW2r05iIRgxmUw4nrhVKgxIcx+emuc0JnSHu/Olu6sH2ZB28MkwNqzUlq/9cTjgh7yvXyFEmCGGoSw68oylpS8hXDhB2LQWblFrtGR1wgPK1U91+GV62imATTiBu1zF6wx8nwSWPG6tPInVvvRRiHzbp5rDCR/+ExrAAuSvTj5ASHqqzEJws0yxt4C4at8fL12u9X+07QjOzz7J9pGw+m1cCKN2lLgzwZFSkTPnyDdUk6fBDGNdTDhJe2uTp90V7UfJAFqNBQfI081/r5VW8yf3WCNMThPp1cUqjdmZ9r2l89bn+JkntlO+HepGeFQg3Dhxj8l92/ZeiHBB2ulfNZ+0C9Dk/gPw8EgpxV4d/nupgAnFX+btYGnLxhMTpw43NAY4bG5xrKDqsKT8zfz17MOw51ifLmtws9pjy4gFDdGXFJSxfTvdjBjypEU7C/QaQ4sln9by5/qa0NwxK24FjyYfNDb9ofRt+C2/vzm8fk+J38a14dJzy4ilvJxPYp8DOioDRKD4SjhmBXf+o9REj4yecUEz3iRcFghK5WO0lhr5FaAqAUPnawlH6dTRbU6jHX1oj7QbrAQdzscLu3G378nqXjdNfx6czk98p3867QeZFjChBUH07+v45E5G7l7bJ9kd57NJeRovTFkqB6WvyGKyglYbBIQL3vFeL69Tzf/Hs1BIgPz4XXa7Xa3kR/myRWe05gq2DRHWr3Pel58mPQlwfwewtcpXSf+PgmMuUP4a5pzcEup9tJZMvlabXJMM25DXncxCP30FilHefLg2LuMgYhiNa7+E/AWass6imLOcQEjD6TpnL0H1mNxZkon2by/JLMAoXoYcVPL5R9+DKyOuFmsSXdT37NarifzY+D0Qe/xsGa6Nhtq94iyuR6eXOFBdRlJ0+LPrKSm7xJMwOowlsG6jTbft8MQI/nYmy/Zu6Ovl2xk/iHyvOvHilgEhl4hNhKp3Y5djpbuzlgaq5T/cRwMcloIKX2Yr3J3VvoJR5I3XDgao7LBfHVTUR8iHFNJ9GLVBsLc/8m6pgAngW0VfhZuKueMgR2MB/kPgauxCn/vM2k87FwaS3/AllGE1ZuH1V8B9p+uLLU/9GufxSfXjeCxuZvYUx3khD5FjB/YgXyf9vOjgRo88+9BKegRJ5daYc8qPB9fTfDct8Cb0j0XqjNfvcYiUkNPbdvNbC+Tcao5JsQ9o3STkMOLOvF1+P4dlA2foGa0gd+8TdRToHlwI9EYrpife3psJWvGOZKetzq4avBv+b7PxTSEIskgJ9oI5RvMf5yydfEOqvhvoSIGm7u+05I4D7+85Y7PIAHHua/By6clM0JWh7TF64OEcFA0emZcnNQ8sblE4sA9REvw9hXCBe9LyXDt+zJ5jbhR2rGtJkOdopgrTevhyhROTOej4irPdvkO+mN68yQ79aZOfVexyOSUmk1y50v5+KM/aPf15GnF9X4snD6x8zjsnHgHmyL3nNskKPw5YLULt+jwy0UBY4rmGgAAIABJREFUPJH5KD5WzumX4I04M+Ck++S5THS/ZnUUbt3+sln6LkA93DlCwNbbZgy7yvjsegskA5gq2+HKlhKj/hyCNbD2Q1EhzysW7lVWRzj9ES3fy+ETjl5qgAPSFbZ7mTHoPgjgYJDTYlgsCif2acM7y4ytsEd1z8eXomuT6bIzbkA7lpQYNTzOGNiejJR9g5Eo61JKDqlYsrXqPzrIoXQtnrcvhbYDcHY9Gmp2iTBh+yGyUk6HWOzAbZQNleJ8rCKTSmZb03S+x2mjZ5tMHjzzMELRGBlOm1abJg5nLIh14G9gzQwRv4s0yiR36sNY6/dATkrg4vAlV/cdjxB1qJ3fiXifvoyoWIQYuugJ+e52j/BDepwkn5EyEYUDtVinX4Bl5xJ5K0hZ6YKPJC0dDwxtVgsj2oTxPJOifB0N4Vr8KD3ze6E4JmrPtfPRSS5MKrqM1K5IbQ5Jux9zm0zQNbsku7RzaeuyAhaLTIRXLxbdmWij8AvMukSC1dI9mKqmHAnCjEvhii+MQYrNiTr4EulMs1hRcrqA4yfIYFitzfPK6nK08Fbm3S/BZk4XWaXrV+VWq/A+FKs0DdTvhW5jpFy3P8XxA0FVoX63mLMmlJoz2ogFhiur9aTfSCiujuxI361lcwnZuv8kIbRntJPg0OEz/3xVFS5RLCaBYzpBwh8DXxGMf1qyWNGwZJA8+a1rx/bkSalo+Ruw8nXp9DviSlEld+oyVO5sKYP1P0869jLaQpejzL9b3R6YeYP8f8KEde9q+G4wHPX7ZDAdqBY5ADOsfV/up1/KqPM/CM0OchRFORo4RFXVFxVFKQB8qqpuPdD7/psxuHMOh3fJ0QQvBT4nvz+uh0a8z2JROLlvWz5cuZtvtyb3HV6cx7G9Ckk1LXXZrfRtl8W+WqP2zbDiX6HE949BaTwbsGeF/EugfIP54FdfKunbzXMkeOh5ivlDXLtbiKbzHxRSbtv+Yn9Q1C9tac7jtLEfZoF0va37QCb982dIJmf3Cph1B7bxOl6RM1NMKJc8B3P/LIN2/4nS/ePQKbyW/yAdWoMuFpXTSFBKUK+Mg2t13UaVW5oCnCbEotg+u5XQuW/iyE4SHd2rdLL0cfhWPA99TgJnvFxjc0hn1cqpyUkQZOU48HxtdkJRJOu0c7HYOIQDkhUYfXN6U8PmwmqTichik2O5c82dpOv3mRPWa3YYeRCBamKLnsAyP0XEzZlJ7LLZWAp7tep0a/whaoMRtlf66ZDjJsttN9excueIRlLv0yWTZ7VL0GJ2f3tyJYPX8yQJzm0u85boH4OGMvEaS722dXul0+iy2c3LXKVD/T4pda7/WCbtY26X0oo+Q7R7hYjxDbww2S33wxwh/Y66WWu/0FgHJQvh05vl2S3oKeXJdoNaL7LXTAmMYDhKZUOIOev20RiJcULvInK9Tnwuk+nRWyACmQMmyYLFk5c+cEzIShT0MP97Aqunm29f8bo0BCR8CG2u9JkoT565Bs9BNC/IURTlLmAI0BN4EVEAew2xbvifRb7PyZO/GcyaXTV8sb6U3m0zGdOr0LQjKM/n5InzB7OrOsC6PXX0bptBuxw3eV7tvpkuO7ee0osFm8ppTCl5FRd4GdatlUFOJChties+lhVOn3EyALdS5I9grXQSbJkn9eUOQ2Uw0K+auoyQThc92g7U6r6ABDivjEsq+a6cKu+9/HNtF0MkJJLt712Z3LZnJbxxLly5sMX8I0ssKoTXte+LS7pikcHmxPuMfJZwAGbfJVmfBL5+VHQ2Tn0IUqXs7R5JT1dsFK2dSFD+X42hFwhX9+hk9BMoXYuCrv4eS6P1EQtj0JOxe6QdeMNMmRQz2kgnh/4a2L2w/FEJcoZcItd07xp46yKYqBNJ/LHwVwo5e9HjksEadKF0meg7dnRiik2wWA2DeixQrQ1wABprsXx0HerEN1DMJojGenkW9kPMrWwI8ffPNvDat0kNorH923HP6X0MwpSAHKu5XUwWq7mZbksRqk9mA1JRVbJ/i4wDoel5jLuh71sDmz+Hiz6WDEUCsZj40616y9h6X9RHdGJSn8mKzTA1xYaibAO8crpk+fK6t/x8QcakUIOUPF2Zcn11jRbRmMqKHdVc8Py3hKPynNw3cx3/OncAJ/Zpg9NuEnhbba0LFg3HSxOcWO1oxgSnV9rgV79lXGQc/fufVNPsvwnNzeSMBwYCywBUVd2tKEoLTUj+u5DvczK6ZyGjex74ps/zOcnzOTmsw/5vxk65HmZfP4rnvtrC5rJ6julZyLgB7VrXTq2qssJ6eWySP/LFn0S1tu/ZLV81Betg5Rvwyc3JbZ5cuPQzo29TUV8pTe1KKZXY3eKKrX9AN35mtCqo2SFdBCNvSg5WwSqtbkUC0ZCoFY+5s2UpaosVddcKyvpcxob2V1DXGGFAOy9ZP7yNt/947b6RQNxzSIf1H4o+SSo8eTIxbJ0n38XhFQ2YUUUGvRF7hzQ19raHGbqFlEEXmrd7D75EvI8SUFUJMMo3CMk3EpK28T0rRNgy9ToEqoQfULkFSr7SHnfdByLS1xKEA9IlMi+pFcSs26QMdto/tOfgzJIsnt4Cod8EQ3ttbPcKczO+7YuIhkPawU5V5X5a/KxkihSLkE/bHGYI+tfurtUEOAAfrtzNCb2LGNu/hTYJLUF9qXROheolw+bONgam+xNaTKch1VgnqsoQP6bJOFO2PhngJKCqYmVy/oxkcGqxaB3UU5HZQXvskN/caiYWlW7Fk+7f//fZH+r2wYxLkoKXnjw493XpQEo5h8qGEH94cwWRmEqvNhlYLQrr99ZxyzurGdYtj0KzIOenRr8JQhTXd10NnWIkzGd1gklvSearcotILJx4P+SkEXQ9iGYHOSFVVVVFUVQARVF+AYr8/y4cNiudcj3ccWpvGiNRPA4b1taIBoKs2N+dYiTIzrwJDjm+FUFOlbT+psJfCR/9Hs55TUvm8xXApGlSflr3oazUDr9MhMVSEQ1JJ40ZSr4SkbsEgVGNf54ZGspbzkFQoKTTOCa8uonyevnNrBaFf50xlmNVO+7UfSONxgEKZBLQ+0SpMVj4D2mJTmDHYnH0bquTzvfkCA8oVZnYaofRt2HXqzr72oix4Nx75XwURYLXXqdpg7yE99GCf2gDh66jJCALNyZJ4BZreu6NfvD9MQhWi0aNHt+/Ayf8SRvkePPgnFelDLh6unBBBl8sOjC6YCTqa4et81FC+HR4Zd9dS2Hpi/pclqgS7/teSpslCyC7vUx+VSUSRMYRisR4c8l2/bsBeGvpDkb3LCBDr3MVi8aF3KKio/NTdDNWlcBLp0lgBrI4mPgGdDpKS9q3e6R9ftd32vd3GGLsAAIp9X5yC2z4SILGoVOknKm3MyiLk9WtdjFlDNbId6zYbBTSO+xcub9SvckUi3S5pV6zWBgC6Z7dMvkdWxLkhBpgzj3a58ZfAa+fBb9bpsmyBcJRehd5mH5+V1z7lqFEw4TaDeWRb8qp9ocpzPwFlIR9hXDJp/JcJLrP6kqheJRxgebOkvG6Td/472ONW2u0cn74L0Zz76C3FEV5GshWFOUK4FLE/fsgfiY0NEaoC0YIRqIEQlFyvA7sJgTZcDRKWV2Id5fvYldVgPED21Nc6DOm0SONIjOuRyQoA346BdgDYd9a8wm+ZEGcS6HrWPAVCF+l9ziZhMxWlxa7dAqYZUcK+2idl7350PdM46AOQnxs4cNfFfVw86clTQEOSGr7hg9K+PL64dogx+6WkkMqDwJk9agX81Jj2gAngfkPGty6ld3LYOSNUH666Kn4ikTIbMVUo9dYYw1Ul4hLcqhegpOSBRJA9U45rooM/vrMyNb5MumnrsK9+RIwTL9Iu6/dnfRFagmiYcnm9DpVFLqtdildff+OlD71tJSMInFoPuYOyd67zLMNSk4XGH0rdbvXE2g7FCVQT05jAMu5rxO052h1mAIVqEtfRNmYci28+ULQDVQ3BVoWC+SYlaSATDORzmANbPwcZt8hAURhbzj9MclitrSDMFAl9gCJAAfk93vzApm07SnlLm8+nPsqvH9Nsjzl8MG4x4ylwPoyeO3MZIYmWANfPijBx6ibtSTwjkdIqeTQ0yWr4yuUe3ndR8Zskq9I+Gizboed38pi5oT7jPIAzkzxUduqtcwAhB9mco1La4Ms3FzOptJ6xvQqpGu+l1xdyZ/GenOeS6hBvmtKkONxWPnbSBu5r41IGsta7fzxjNeJeX6hwEGxym/+8Q1yje0eIRwXj06zv9Jyo9X/QTQryFFV9SFFUY4HahFezp2qqpq4AR7ET4GqhhBPzd/MCwu3Eo6q5HodPDShP8O65hrcyLeW+Rn3+EICYek+eWPxds4b2ok/ntRTS4y02tMbAramlpuuNu0rxMAFScX+DEwVRVK4Xz8iK7oEHD5p504dfC1WsV5Y/wlsSzHYG3SRiOa1EI3YWbzVuMpsjMTYVh2hKLVxy+aSros3zk1myqx22ab3dzJTQU1s16+I2w2Cx4aIWmuHw2XynToRuh1jrOOvekuIz0uek89MnEfn4dD16GTmS0G4FCCaMjldpC21fKOUCPueqT1u11GiyzPvL3KORX2lDbY1HTA2J0x6UzRM5j8oAXif8fCbd9NniA4kQofwlnfbOvCnzU4+/3gXOR4HVw4/jvENAXKytPdiLFCNZaMu2GwoR/32aZRjk+alNouFi4Z34bVF2zTaSgBXju6OW284WboO3r405fVaeOlkuOY7yO643/NPi3DQPBAI1Uv5Sk/Gd+eKenTCObx4jHnrtr/CWIICKXse8dukKi9I4OIthBdOTC5qCg+F82YYxw+rTVqhz3xagrF0fCdFEWHKHifDDym6RgPOF56eDnuqA4x7fCGldSIo+PjczYw9rC33jOurXdQpaJ8Bzblpn8cctRrrJ1OSAQ5ANEzOzN8SvXIR8BO03R+oO9RfDq+ekVTfDvullJt/iPF5/DkRjYrj/U9Fgv+VoLnE4wdVVb0ZmG2y7SB+Yny5sYynv9zS9LqyIcQVryxl/k2jNUFOtT/EXR9+3xTgJPDG4u1MHtlNG+S4c+DoG2DO3doPO/R0YwdQKoK1MhilI4D6Co0mpYB61O9RzNLjzUVGG5g8H755THRS2vQThVmzjJOvEM55WVoxK7dIlsOdd2Ddi/0ghkKW205NwEjozfLoyhOhevn+Vy8RI0dVFUfy9Z+IbL/+e1ntRjuBwt5Gb6FgbVJrI2G2mNVBujvSEY1BO7grFi1J0eZCLToM5YgpwvEoXRsXafOh7luLYtF9N0+O8Hp6nSblF6szffklGpVW4B8+lY6eQ8cKuVo/wToyRGJ/wd+T2755TDKNY03KWM1EZdDCedNKKKkQfklZfSN/+mw71hM78Zv8INaUwFrdsdj0GMr2r4nFohpuT5tMF69cdgR3vLuakgo/7bPd3DW2N53zdPd3Y505sT7SKK2/R13bsi+mKFLGMCMO6zubolHYuUQyNIl7zGqXALKzzmcqdWJPRbjBSGyNNopzfer20nWyEDn+HvNFiyvrwAq83nwJmv0VYnyb30OCNN2zGwhHeWzupqYAJ4EPV+1hyqhibZDjzJJ79ptHtZ/lyTOQma3RRnN/uEAV1lAd0Apfv4YKuaf3fS/Xr+MRcRd53QLlh1nmBp2LHpdx5KdQqj4Q/FXCs5v/gGSki4+TponsTgd+768czS1XHQ/oA5qTTbYdRCtR1RDi5a+N3RHRmMrn6/Zx8fCkGmooEmPVjmrT42wsradLfgp1yuYUc7ycTvD1Y8IVGfAbKR2ZBQP+Sil1LHlG6uLDr4sHD9pVW6x2L5bT/gHLXxOVWXcOHH45it29/4n4QFAUmSCPvUsGXbtn/9kfb778a9Ov5Z+ZAofVwkXDO/PIHO0AeFiHLJx6PozdI/5Wc+4VhWNFgZk3Skq531nafWNRGH0rzPlTcpvNJT5DeouNcECOfemnQsr1FUmQtPCfQtBNRa/TRG9FXzoccJ52YrM5hAc1daJWDbbjUNSzX0LRrzgjIajbDQv/JZNBj5Mky2aWwasqEcfybqOlbXbvKglmDjtHO9kFa8TDR4/1H8dtHVqGfX6aApxUPPlNKacM7KJxmQ/l9cbsborm96JRcWnkBbxOG0cV5zFjynDCsVh6c91YJH3gEDBqZImmTamUFau3ict9Znvj8+jKFi+01KAQJKum14Lyl8M7k7WTZjQspqpXzNNmfbI6SHZUf85dRxufte3fmssGrP9IBBD392weCN48+befVuv6YIRvNptnQb/dWk6f9in3l90FR18nHJeVU+W6FB4KZ79kLNlZ7PL8RYLa7YrSuu8UqJYFRKBSgk5vvihZR0OS5UpF1MQcFGSsaK1UQ3OgqiJw+GFKEL5xFrywBibP/Wm7//4N2G+QoyjKlcBVQDdFUVLdAjOAhebvOohWQYF0HGOrbqVvsyocUpTBCpNAp4t+lQkyIPY9SwYxYuBKo00SahDV2Pl/TW77YRac9q+4lkpyMlYtNnj5VAmWTn5QBszVb8PeVUS6Hdd6tUm7y1xq3wz+ShlE7O5We7hYFJVBHXO45aRevPbtNuobI5zQuw2ThnbEo3cL9xXCpOkywVRukkDjkpmyItWXdUINMulc/DFs/kJWeF1HwsJHpZskFbld4IOrJagp6CkDZ+UWOPNZY/atsU54F5/9n6yKbS4pOWR20JhIhqJR1A2zcerNP3csJlSyGEe/M7STd80OeO5YERorPlYGw5VTJTOQmtEJVMv3byiDV8fLdWjTL35P+LXXIxpK384cCphvbwbqQuay9jWBsNynqR+T3xt3wgIiAauD+qNuI4LboKGkKAr5B+putDpEBC+RdUuFGYepZqf8tgku15x7hFCt98Syu8RXy+oQ88tQvWRgT7zPeH9FAua+SbW7jSR4d46Ql6dOTGoR5XQVpV19CSqdyJy3oOUdUD8CLiVEtwIPW8qN902PfJPxwVsAJ/1FhCxjUXkezDKQrixpa9cbdB46zsin+zForJNW71RLlG+fhgvelYAn9XnoeZKYbOoXKEMu+2WyOA3l5rY0tbugYst/d5ADvAF8AvwFuCVle52qqmlo8QfRGuR4HFx6dFeWbtOu/OxWhTGHalfPuV4nd47tzYSnviGaQhgY07OAPJ85WRIwdk7oEayVlbsec+6WBzKFuBd0FeL15if5IHH4R9xG2Jpp4JD+LAj7oXpHvMtKlUEtp7OsitO1zR4AuUo9bR1+3t5dwx9P7InbYeXrzRVs2LabHn3zQT8NhuqkRJDoKHH4xHpAD1emDHyLnhA383AQ5t4vpR39ZFG+Cc5+QbRpHB7JqrizpBQUrNEGf3nFkk06K87JURSRis9oo+GyWKMhrFvjnJzszpKOrtoKNTtxbZkF/cbRpM0R8sOGWUQvnwsrXse66zuifc+BdgOxVm7WThrRiHB6vnspuW3vaph+iXSOpEKxSlfTnpXa7Z685ge0JuhakIHTZtHoSwGc1LcIr1ObJau2ZFM7dho5G9/GVzKbcFZXaoZcS6mSRzsTgn+zEIsJYb7v2UnNJItNJtqwzpiyMW4eqierf/0IDLnUGGR48yT4OfxS4Uw4POYlZItNsrYR3efZXMb7y+YUL6drl0uXlMMnysxmWbr8niIYmUp+Bhh9i7kbub9CSiB1e+W7+Ipa1WWWYQlx8+g2DOiYw1Hd8wlFYsRU+GTNHnrlplkVOjPSl9kTcHikjJjZHhY/JQuQgReILlRruIrhgNHzLeyXZ338U9ogx5svHYTvXy3ZJ4sVBl0CvU75Zbqm1Gh6w92geaXgPwmK+iPSYYqiFAJNo5Cqqua9lb9iDBkyRF261ETS/leEqoYQry4q4cl5WwiEo7TJdPH3c/ozsFO2xsgTwN8YYXdNgKfnb2FfbZAzBrZnVI8C8nwt7OQAyRY8kkaj5Q9rZLCLY1eVH1v9Lgq+uAlLyTxw+AgMmsyW4gsoatPO4An1s6BqG2z4WDJPgSqZuE+4X9pm0xlixqIyMafreKnbR+S931Ex+n4WbPNTHYwxpjiDvK3vk9n7eG1ZrL4UXjpFyLupyOkKl32mnTQaKkT8770r5XcGKe+c9KAEZqkp8j2rJOux6k3JpGW0ka6Lmu1SMkpd5amqZAbmPyAKsnnFwpXIKRYzyqbvHSP2zeNYcrvIe0q/l+8SCREL1mAZconmXGPBWizPjtYMdrFORxEb9wS2vC7Jfat3wgsnxP2SdLhstgR0Tcctl5bkN89PlnFsLslQdTyixdL0wXCUbzZXcOXr3xEMS6BzaNsMXrpkKEW6VuDSuiA7KwMs31ZBhhLAH7PRsTAXn8vG0C65GhXyH4WqbVCzGzIK5Hv6iqByq5BIU4nHdfvg+eOg2mQIPfdVydS0BLV7pD1/kU6V+8ir4cjfpX8emoOanSJ6uWm23Itj/k8EPvXBgL9KskkrXpMuvvweUsbN6mgeEDUH0QjllRU89OVe3lq6k5gKmW4b/5xwGEe2t+LOaqU4XywqgZmqSsZbVzoOh8Ps3LmTYDCY5gA6hIPCT9NDschvpw84VVUyOWpM9lEUI0fv54KqSpCT2vIvJysld/1CMXGu0ZD81+aMn/PPf74ul4sOHTpgt2uvj6Io36mqOsTsPc0lHo8F/g60A0qBzsA6oM/+3ncQLUOO18EVI4s55/BOhCMxXHYLuV6nqVaOx2mje2EGfz6jL+FoDJ9es6MlsHskla3nEeR2M3T1eBw2HlwcoH/XPzFspIfGiMobq2s5Ieajzy8R4IQbJVj45vHkQFq6VnR6LvkY0A3q0TDR2j2w5AWs1VuJ9DkLOh2JLUO3ynR4sDndFL1wOGe1Hyy/yZJlkoU4/DztvpGgMcAByZDo1ZG9ecIROO2fwo+x2ERQ0Vtg5AB48+H1CaIuC8LbmDYJLnzfmMZWFJlET/6bZJVsLvOSncWC0u8sEUrbvii5vdsxKGc8of2prE7Uhf/EolvNWbYvJNZQCqlBjsVqLiVgBle2lKsmviETZ7RROuHKfjDvoGqoEG7D9+/Jb9b7DLk/dTo5LruVI4vzmH/TMeyo9JPptpPrdZgG2hlKkGBDDQ1hlaKCPIL1ITbtqWTC4PZpA5xQJCZmp3aruRJuLCYT5Q8zRWTQapf75YR7IVvnOWdzQm6xeZCTk8aFvFlQJVDM7SbBMYro1njy2G+3Y3Ng98GY26WVXLEIp8fsHmushWnnJSUrdi4VXazLv5ASbgvEOdVQA/NKAkxbsrNpW20gwuTXlvPVjUeb8qsI+WXyVqMiO7G/DLbFul8V4507d5KRkUGXLl2aFwBHgjJT6uHwyfU1M4z9dyIalmA8HC8HKhbJ9DozjEFOOCj2NKoCWIGI3G/OjJ810FFVlYqKCnbu3EnXrs1/Rpr7S/8ZGAZ8rqrqQEVRjgEmteA8D6KZcNutuH+E2qYz3cDbog/PFW2Pty5ITlxWh2nrcI7XwU0n9mT22n38cdZOcjwOfnfsIXTNb6XvTHMR9kvZY/zTYqWwerq0W583DXXHUhRdG3m0ajvWZ0Y2kS1ta98j2vM0Qqf9C0dGyirTmQEnPyBlpJzOMgiE/JJy1wcYFrsEQXqPJZvT2EIOkqmwOqgJqdgs4C2wm6fVG8qTAU4q5j8IbfqbE8ab0Wqt7PhWG+AAbJmLUrZBo78RaQzgLDX5fJCOkU4p2RmrXUjO+u4ib76xpm+1SWanbJ1kndSY/KY9Tzb+DqGAqEO/fVmShDn3PnEb73yk4bRcdisuu9WQudHDXb2Jw5c/RPcj/ojfCq5sFd/Gj/B9uUsUZHW/4d6aIC8u3MqSkkoO65DN5JHdaJPp0vKXIgEJWr5+JPkahNA5ZYHmeLizJfh5ZrRWOqDzUS3XrALheK3/GAoOFQ8oEA2inUvEQbulCFQLbyPx3UAyEpfPSfpTJbBziVGTq7FOytnH/t+BS0gmqA5bmLp0t2F7JKaytKSSsbk60cqGCvjqIXFCjzSK0vFZzxu1epqJYDDY/AAHZPHiydUJlcabKfYX4CTsXX5pcT+rXYjRsWi8i9IhAbo+II1GpGSpajt6qdom5O6WlnqbAUVRyMvLo6ys7MA7p6C5QU5YVdUKRVEsiqJYVFWdqyhKy9sg/lcRqBK+S/U2iZJdWb9OvxGbQ0oo1yyVAdPqkAnIV2T68OX5nJx7eEdO6tsGu9WC1/kLrlJsTtTuY1CeOz7ZIVG5RXy0LvpIs2s4UIdl3v2GbhLrho9Qx/wfZOhS6YoVvntZ2sJB6vbnT5ftqXBnSzlgxRuEe5yKioJj40zRfjFZ6VbV1LF2dx1+v58oFjrnZ9IhVyUjQzdQ+8vNv3P9PvPOtYZyyWJt/EzUk7uONK5OYzHpgjPDhk+g+JimlxaHC7XjMBQTx3Jre105U41C92MlM7NmhgyWed2lC8xMr8SdDZ2OFBuFWDS9f5q/QjrVUsvqkUb4+A9w/tsyabQE5Zuwb/yEwo2636L9YLmPUoKc0rog459YyJ4aub+Wba/m/RW7+OS6kbTJSgmmomFzETo1JvejXsAxtztc+bUEhrW7hOza54yWl3RA7rcT/iwk19fPlm0DL5DuvXS/ccJZXFHSE12D1doAB4Rv89XDEhSmZiHNREcT21vYLWS1u9Iu+rxuXaYuGhFzy0Upmcldy8SZ/fLPW+w71RTgqDG5Z0GCGbOAxGKDjPbgypFAx2qX66rvoGw657AEgsHqZNbJYv9lgx2rPf35NUE17yBUo/KbHPD9rUNLysjNnY2qFUXxAV8CryuKUgqk6Xs7CFP4K2DuA9KSncCwq8SHSd8G+jMhHI1SXh9i/oYy/KEoxx1aSJ7PaR6U1O+DqedBVjtZaa54HSZNNa7a4lAUxdyV+WdGGBu2FVONLaD1+2Dfak1baqzRj13vhxVHtGILtqKUrE84IByfRIADMhG9PsHYVml3UzvoKrb3JloJAAAgAElEQVQXX8GLi3YTU1UuOeN6uuQ4ydSVoOrraqmtqaZPzXyy170BDh8Vg6+jqqYLGW6X1qG5oJdofvQ7SzIfgSpYOU3E3Vy64LihXFRuU0XVcrsJ6TeV42KxQLsB8VKGDu20thJ2NSLt5t+/I905CRx6uvGedefD3g9EXPDij2UiqNsnE+M4E2+xBBze9H8DyYaY2XaUrmt+ecwM+iAtgeJjDF01CzeWU1rXyFmD2jG0g5eVewJMX7aLD1buYvLIlHZgi83cOgHMyzrhBimzenIlINz2tayGnVktV0cO+eHLh2DJs8ltXz0sKsDH3W3IUAXqq6nxh1i1rZwMt53ubVQKfE5w6bIt5SZaMiDn3FinDXKKj4Uv/mzct+cpLcriAGS67Vw9uhsLNmkD/xyPnb7tdRnNQIVkcPSo3ibPUGvMNaNhWXz4KwFFjuXKNs/OWG1gzYxrGe0nOxMNxw1UE8FDjXQpFvTSjge/FqQTWmyJR+AvgOae1TjAD/wB+BTYDIzd7zsOQovyTdoAB2SlkW7V8zNgc2kDYx6azy3vrOZPH61l9EPzWLCpnHBUl3psKIfpF0P5emlz3vqlaJ589If0LPx/EyxEUczIrkC0Wrfd6SPcIV7iKOojmY64UJ21UKeOHKzRuoonULtLJozUzwnUMX9rPac9uZS3l+/m3RV7OP3p75i9sYZwUKcwHQvTZsU/yf70GpkgNn5G3rRTya5cQbVeeNCVDb+dByjSlfH9u9LNcsQU4+BXvUMb4IBktFZPl+xNKvqcaXTJzu4kmRg9Qn5RJz7pL9KSfs4rMOIGlAZdlslqhX5xAbpXz4QXT5H7++S/mreghoMysH/5sOgLla2XLKcedpd5K29OF/Su7T8K3kIYcrl2W243OPwKw29b2RBi9fX9+NtQP+fGZvLn/hWsuaEfgVCEWKoMsmKDw3XHBAnkOulKa7EorJ4By14WkvDc+8QM9Y1zxA+upQjWyDH1WPaSWH+kIOyvY0lJFSP+tZTJb29l0ms/MPaZleysDRszLjmdzT+vsI8xsHNkSPYoFR2GQpejWxWY9mmfzSMTB9Aunj07omsuM64cnqa54WfIgMSiEuzX7ZVJPtoopZtA5f4zVAkicTpEw8bsiBoX1tT9Xu+++y6KorB+/XoASkpKeOONN5r+vmLFCmbOnJn2o5YuXcq114oezrx58/j666TcwVNPPcUrr7yS7q0Ci00y2np48o0Z7l8JmmvrkBAniAEvK4piBSYCr/9cJ/ZfBzMfJoDv35cU+c+MqoYQt727WqOOHFPhlrdXMev3IynMTLlBwwGtUFwCm2YL76SVGjQEa+POz9ZWmxdaHW6i/c7FuvZ9w9+UQ07QvHa6vURG/ZGy/pezsjTGtpoII4/2kR8txe3I0j4MiiLf00zETZeSrQiq3DvzB8Nu9326kRGHDKMwZZHrigWwrXjJsG/mV/fS2GkwkJLZCPthxqWwe7m8rt4OUydJyl0fpOxeZjxPEKuLIZfqVvAWCVzWzEiaVPYZj2FisNgkEPvkprhaa5F011Rvg2uWGD/LkwejbxZ9D2Iy2aVTnd73vWTJuhwlr0sWCBflkBO0v6/FLtnOz+9KblMUEYlsYVZAzjVHSLRDLpFSUv4h0v5tssq/uJ8T6yc3SQcfsjJ0dhnBNeOf1nJyrDbpKhr/jNhgVG0VLsixd4nhYqoIXKBK9Ib0CPuFAKq/vs1FLGK+yo40GmxDqkJw7TsbCUeTE/Te2iD3zdrEX8f1JCMz5Tn35InfXOpz5vDKb6hXXd4yV37LgReIjEBesXyvBf+EUx9usaxDJg2c6v2BI8e7UZ2FOGq3k21J9MGkHNOdJxnIz+7QHiCni7m9RXOhRs0NRev3yXHNSjXRSLxjCgmCzbId+ix0AuFAstsqjqlTp3L00Uczbdo07r777qYg57zzpBlixYoVLF26lFNOOcX4MZEIQ4YMYcgQaUKaN28ePp+P4cOHAzBlypT9f3+Iq9/7pGOubp/8Jp58c4LyrwQHEgPMBK4G2gMfILYOVwM3ASs4GOQ0H7nFaba3ppOi+QjHYqzcaczCVPnDBHW2EFhs5tYDziyan/xLg+odYty35QvphDrxPmh/uDE9/iOgdDyCWL8JWBJ8CMVCbPTtWEwmigolm7PfXMuOymTX0x+OO4RLO2Wioap64uaUH16nPUCXkYYSSxTFIDcPkgEI6xauSrQxWc9PRc0ObPrFnr8iGeCkYu5fYMKL2mBTV2pqQqfhRhn5jZ8Kz6XXaeKPVbFJROnOfB76jEvuFwmKRQMYDT33rjFI5BOsEe7DF/fKufcZLyVZfeBQuxdQxVR13gOyrf0g4ZI0lGvbnKMhGTzPe1O6q6wO6He2tNR3Ho7RzfNHwJMr/9r03e9ulqotsHmOCF7mHSIZqO/fwbJrqZYTpFhk8P/s/+C4u4SkX7FJlIrH6vgsFjv4iqgd8wANXU4gGAVvpJrchfdia03wpiiSMSnREZ27jEATCAANoRjVfiO3a+HmKgJRC5qz8OQKkfmwcyU7mNNVgmezYKzrCHhimEz8OV0l8KvbA2e90CodJErXYn39DI1yNZ5cuPIb7XlYbaJVVL1DslqRoDQjjHvMWOb9MUiXrTF7niFuilwSX9BZ5H7wFhpLW+mUlZ0ZpC486uvrWbhwIXPnzuX000/n7rvv5pZbbmHdunUMGDCASZMm8fjjjxMIBFiwYAG33nor69atY/fu3ZSUlJCfn8/kyZN56KGHeOyxx3jqqaewWq289tprPProo8yZMwefz8eNN97IihUrmDJlCn6/n+LiYl544QVycnIYPXo0RxxxBHPnzqW6uprnn32GEaMOMT//XwkOlMl5FagCvgEuR4IbBzBOVdUVP/O5/Xfh0LEw/y9afoE3Xwi9vwCsikKPIh/r9mjLJz6nzdiV5Yynm5e+oN1+1LWtWwnV74OXTpVMAAhJ9rUzxaOqbf8WH9biy4eT/0Zs9O2otbtQcrpgcWUaiJahSIyXvy7RBDgA/5qzkbOHdCQjtf3eYhXuSXZnGdysdrl2nYcbyJl2JUaPIh8/7NOmnLvme3Eq2oFRcfpk0q/X9peqxcdh1a+I05UG/RXGADS7s3TPbPpcu+2wc4wrrN0rZABe87Z2+56V2iDH7jJPTYP55LZnJcy8QQxTnRnidv7OZDj7eSOhdf3Hst8RU2SSiIVh2atw9PXG435+t2R5uh8n+824RN4z7Erzc4uGJVOS6HBpJZTStcIzWvO2/L5FfeCiD1ESBpgJxMJC+h7xB/HiKt8oGbAxd8LulfESWxzuLCpPfoq/fLaFGZ+sR1Uh3+fg2XP+SV9fJi2mb1odcNw9EpwnOvPa9BM+jm5ydTts2CwKEZ3zaKc8Dza9dQnIeNXrVLkOFnt6DoavjSg3f/1IMhPa/TjoNrKl30okB755zLjdXymBZOr9GPJLZ5UzQ9zQFYuMNW9fIY0DLc2SKRZzCwhXlrF1OhoWgcVofPGjxmT8szrlntSXrzx5WvNeEwmI9957j5NOOokePXqQm5vLsmXLeOCBB3jooYf46CNpsigqKmLp0qU89pj8VnfffTffffcdCxYswO12M2/ePAC6dOnClClTmoIagDlz5jR91oUXXsijjz7KqFGjuPPOO7nnnnv45z9FFToSibB48WJmzpzJPff+mc9Hjf6RP+QviwMFOd1UVe0HoCjKc0A50ElVVRMr64PYL3xFMpl/+TdZ7XY4HEbe8ItJZuf5nNw7ri8Tn1mkGdRuO6UX2XrDSacPjrkdsrtILd9ikxV573GtI8LV7EoGOAmoqhhQnvGEobbf0BihLhimvD5EnteBz2XTBiKp8ORg8eRAXvrMmD8UYdEWY7o5poqoYftskxVV6VpZiQdrJTPRaZhhl3x7mIfP7M05z33XVA502iz8/aze5Du0pQOLJx91wqsor41Ptpxnd0Y58T5jNiuznbm3UJ8zjDwVq12yB/0mSHt4fndxENe7lYNwb0L1MPA3MjjHovDdi1A8WrufMwP1qOtQVr+pVdAtPBQ1q5O2uOWvkiDnpAfFesBfIT5XnY6USUcjXBiVyfKD38nvm/iuZz1vFElTLBKorXhDzjGBUTeDxeRerC+XFmabXbqGsjpIcJGus6g5OOR4saqoKpHX278R3ZdLdBwom1O4K+/+Vtrpe5wsYouvnSmt1ilQVZXZm+uYviKpeFxeH+KiNzbw+fWjaDE11pkpGbKjrhOelaJIe++uZQZfN58lzCVHtOXZb5KkckWB/zuhM7nu/WRs9ZlBPTw5os48+BIoXSNcJ1+b1nWNQXo+jz7DEqoXSaCeJ4tekb9C/n/4NdJFZhbkNNbFuXZqXCfMJOOTaLOu2JwsCdo9ks3TLyRi0WSAkwp/mdyLqaWtaFiyObnFQka3OuU5aCjXLDKmTp3K73//ewAmTpzI1KlTOfVUE7sQHU4//XTc7ub7cNXU1FBdXc2oUaMAuOiii5gwYULT3888U5zRBw8eTElJSbOP++/CgYKcpuWiqqpRRVG2HgxwWgiLRQadkx6MG056D6hn8lOjT/tM5twwiqmLt9PQGGHS0E50yPEYDSdBBqQjr4YBEwFFyjfpVm6qKt0AoQZZSTq85oNEOAAZbak9/FqC7YZhadhH3rLHUEINBnJsbSDMu8t38eeP1xKOqlgU+O2oYiaP7EZOui4uf5UMLHaP6aTmtlvp1z6TZduNPJs2WbpBIBaTbMOs25LbVr0ppMMJL2kzBDYXPcs/YO7koSzZ6UdVYWhHD7n7PoM2OuVaqxWl/UD43TIh2zp9kNXJXOU3HCQ6cRrW6Rc0rYijvU5HPXQ8tkAl2JOaNgSq4KkR4mZe1FvO/bM7YOJUY7aw7QBRxp12ngzurmxpA9aVVGMxlTV1HvpeMQ9l3l9QqraidhtD5PDJlKvZWplFVZXPfv2s5KSze7mUxE7UeXJZrKJplNrpVrsbPvmjdPBpoED/STJJrpkh99egC6XzRN9G76+G+j2w4SPYMFMCqyOvia+KWxHk7FuXDHASqN8nJSG92WKXEdIhler7NvImwwRfEwjz9jKj7kttMMK+2kYKD6DzkxZ2lwS6G2bCzJtk2xFTpMSnC058kSqu6lbKEe278PpqP1kuC1OG5tBx61Rod1HLMx4gz787G/JapktjgMMr11Ivf+DOET5VKmwu6H8OvDw2GZyvfQ+GXhEv2+nQUCYlxtXT41IIx8Ppj5p/f6tTSpJqFOmYsphzcdISjRUM3De7W+4vRZFzj8bHsbxDmsbciooKvvjiC9asWYOiKESjURRFMeXe6OH1HqCD8UfC6ZT7yGq1Eon8+pusDxTk9FcUpZbkVXGnvFZVVW3FyPE/imaItf1ccNttdM6zccvJh6Kq6oE1B6y2A2eaVFXS8q+fLVkaRRG9j1MfNq7cCnqy85xPuOvzUhZ8to8OOW5uH/N3hhaBT1eqqWwIcdcH3ze9jqnw5LzNnNy3jTHICTeKVcKnN4tdQKfhcZXZTprBxmm38ttRxXy4ag+VDckMy3lDO5Hp0j0K/grz9PjW+XFV0JQgJ9SA47M/0ibUwNg2/QAFZq+SAavncYDuMWmsk8zEps9lgDz88ninlzYwLLMV8vfvarj07M/JtgSI2dws2B6gYA+M7K7L+uyKE49L12qDh+/fkUxEaoYk1CBlpQSC1WIEeq22At0YifLoV7vZUlbPHcfdRQdvjK92qfz176t56jeDaZudch8rirRD61fV6z8yBjmqKiR2PfauNr7fYpUJoGY7HHunrHrXfShBjj5LFaqHT29J8lH8lVK2OfslmbBaGujUpHGvSdhypMKbL8KU9aVCIC7sLROxW1t6sFktZLvNs5JeRyt5b55c6aDrOjr+Ok9r7dF0Ek5y3p3EcW36M6zbidjC9bjef1ue+SMva905/Bwo6ismwV/cI9e2zWFw5jNGk1IQkrPev2vpi2KLkopwEL76h5YEvvEz6SQ94ynDdUNR4kHNAQqK6UpbPhNOjsUm/LbqbXIPK1bhK6bwl2bMmMGFF17I008/3bRt1KhRWCwW6uqSeYeMjAzN6/0hIyOD2lpjR2NWVhY5OTl89dVXjBgxgldffbUpq/OfiP0GOaqqtpgurSjKC8BpQKmqqn3j2+4GrgASkoW3qao6M/63W4HLgChwraqqs+LbTwL+hbDmnlNV9YH49q7ANGS2WQZcoKqqSVvBQZihxd48ejSUSdtrogylqrJqaj8Yhl2tcTkvi3qZNHVVEydmc1kDl765iZm/O4reusN+s6UCp83CGYcVMqDIxoaKKDNWljFz9R4O66DXiNkHz41JDmrr3ocdi+C3XxkyJG0yXXxy3Qg+XrWbzWUNjO3fjh5FGSYaP6pR1TPlTwZEgpJOTzWdjDYadw7WCcdk1ZvCQwrVibL0ua8JbysFNY0qU7/by9Tv9mJRJNADOLp7PgO7t9cSQ7M7mZ9rYW9jCWjdBybfSZWgK6UF2mGzMqhTDrPX7uOSqRs0u3fO060OQw1yL5jB0D2iStBRsVm72eE1chtiEQkmBl0k2SmbE47+vfB39DyuWNhIuAWRbug8rOVBTvEY8+29x5lv9+TJv8JD0x7SZ4PrRnZg9rp9mrhuYMdMslorjVJfJo7mq6Yhtg4T4bg7jcGAIwMGXwpLnsWX2p037onWl5Z+DrizYeD5YhIci8q9YHaekUao3GzcHosY78VgjWiA6fHDp7KY0Qc5zYXVLpnRmp3Sum+xyT1vRipXFFn45nWX51BRJLjXdVXdcsstmredddZZTJs2DZvNRv/+/bn44ou56KKLeOCBBxgwYAC33nrrfk9x7NixnH322bz//vs8+uijmr+9/PLLTcTjbt268eKLL6Y5yq8fzfWuegh4QVVVcyU1c7wEPAboG+//oarqQ7rj90Za0vsg/lifK4qSUHF7HDge2AksURTlg/h5PBg/1jRFUZ5CAiSdK91B/OwINZhr/ax6EwZM0gysZQ1hA+kX4LmFJTxwZj8cKWWz4gIfX/y2F7lrXsS98WsaC/tz5RVXsaLaJAu28k3jqq1+nwjG6YKc+lCEZduqWLNbVjDvLd/J78b00HRuA+DOIzb4Miyf3SZCfA4v7FgCBT2N3RAOr5QIVryh3X7oOPH7SUWoDlCEyLp9kZSrCnvLKrPTkZpB25ISiKZyQ21WBSUaRrOa9BYIz8udI9yLmp3S/t3LRM4qHRlXRyq3WhTOGtSe17/dxs6q5HU7Z0gHcvQ8LptTXJP10gO+IqOOitUp3W9vX6rZHDvyd1j0AZnVKTpNVqd0N8VisGa62Azor0M6zkY4CEorlFh9RdIGPvfPMrkqihBrU4nEqfBXyXVWVZmonBnG8m2oni67P+LtC0fz16/K2FsT5IQeWVwx0EteaCdgEiBFw8nGBafPXEgx5Jf29eWvJnkiy1+R63P8n7RZZKdPmglyu8rCxJkppS2dFcqvClb7gctorkzofoJkdVPhzjFy2RTMOUYWG63W2rE5hKOVuC/TqSMnsB+14ARhOBUJvRs9liwxkXeIY/To0YwePRqAHj16sGpV8nkdMSJZyhswYACLFi3Sv11zHvn5+f8VnJwE1gPPKopiA14Epqqqul9VOFVVv1QUpUszjz8OmKaqaiOwVVGUTUDCGGeTqqpbABRFmQaMUxRlHTAGSDglvgzczcEg55eH1SEPrr7M4InLkqcgFjNLgUA4GjMkRwbmhbG/dGZTScC5cwlFP3zAcVd8aXi/BA4mMJEf31LawJWvazVllpRU8+bkYeRnJAe7CAoVxWeiTjmTLzeUUhmMcuKofLwuJ3Yy0IQDTp90tATr4loqqpBOT37ASCZWrELwffGkZOupJ0+6PnS/QqZdNe3auvLojvisulp4VQmc/QKs/UDa8wsOlUBqyzwhIaeieIx0bqR2b3nzpZVfh8JMF+9eNZwFG8tZv7eO43sX0a3AZ8x82d3SLbV7ubR3g6Tmz3rOkEmKWWxs8Q0m55z3yVv+GEQaqepzMRV5g2mvuLRmi74CESD84l54Pq6hM+giOOWvRr0mZ4YEofrJbfDF+zdnPBDc2cLn6DcB6nZLp5cry1wvqnaPKG3Pul1MDDsNg1Meirtbp9w1djfe2s0MWvEcTx12OWF3IZk7P8D56jSxU9HDXylq1wsehsY61L4TUI67y9ie31gnxOhzX0uSvf0VEvg01mmDnIYyeHkc5HQS7lSoAWbdCsXHSTdWa9q9/52wOeHIK2Hz57LQSWw781njNXPnCfdw9p3a7QN/0zoeVwIWK/rW/YP4ZdFcMcDngOcURekJXAKsUhRlIfCsqqpz9/9uA65RFOVCYClwg6qqVYgOT2rYuDO+DWCHbvsRQB5QrapqxGR/AxRFmQxMBujUKU1a/yBaBodXJrdUmwBFEZEw3eq1MNNJUaaTfbXarMtlR3U1kJ/tFT8YOQ/1pVi2zpMMUSr6nwcL/6XdZnOJ9koKguEozy0w8ig2l9VTGwxrgpyaYJiKiItJz35LTVyJ+MG5u3h4Qn+O6m6SMfAVin1BOE44TdehEYvIBJiqreGvgK8fg7H/1Oyar1bx8lkd+NP8Cr7YUEFhppObR7Xl0MAyiA3XHjevWFqrdyyW15vmwOq34DIT7su2b+G8t4RztHe1CLcNu0pKbTnG56Mgw8X4QeZ2HprvZbHCiBth1K1ix2B1CGFYtyKujLiY/HYJFovCOf3uwGGF979tYN3edcy/cbQ2yGmsFzXgldPkdTQkSsreAsmmpPIbfIVw3nR4+1Jxvra7xZn+0NNa5wGUcBf/7A4oXS+ZjxPvl+YBPb+isRamTkxe3+2L4JXTpXSaGhrbnEKkXfUm2Z+n8KOGXW0U11NVYj/MwjIrWX5QVryGGqxCGfeE9j5TLEKa/eQmyIxfs9qdotOjLwVGglC1Rf5tmZfyeTEYcf1/bpATCcGq6cLhstgk65fbFZa9IlnO1Ayg1SZyGYpV7qtoCAZdINfBJFMWU1WiUZWGUASLouB2WLFZlJ+u/H8QPzma7aQYVznuFf9XDqwErlcU5beqqk5s5mGeBO5Flqz3Ag8Dl2KeF1QxV55T97O/KVRVfQZ4BmDIkCEtc4g7CHO445057QYJec+TC8fcZpryLvA5mXrFMG6cvpJl26sp8Dm59ZRedCswke3X6cgkYGrhkNlOVmmLnxbBwsY6IR67m7961w9SFuCZL7c0BTggi/F7P1rLx9eadGgAFVEXdSEbKpBhsWHKalBjIoymx+7lxpIbKm3fPJG/DbkG/5EjUQKV5K24QzSADj1Gu2ugOhngJFBfChs/h6E6q4GcTjSueZ/qUQ8SUB24aSRn8UM4hl5i+r2aBXc27IkTl7O7gCVfWuS/e9GgZxNDxR+KUtkQYsF2FzarhY2l9YQiMWMwEqozN71c+gIMOF9bjlRV4eUcfgUcf69wqipbbgrZhIYyEUtMWFlUbJTg5erFWuFCgFVvGcXh/JWSXdL7vmW0hSkLxc6hfLN0QBX0NGYb/BVYvjUmqZUNM4mFGrCkBjkWq9wHJ/5FSN8grdPbvzV2glnt5hIFOV0P3Cb+a0aoTpSZdy9Llqhqd8p9YKbD5MmFYVMkUwdyL6f5/sFQlC3lDcTi95TNYqG40GveoXoQvwo0l5Pzd+B0YA5wv6qqidH0QUVRNqR/pxaqqjaJQiiK8iyQsIneCXRM2bUDkOivNNteDmQrimKLZ3NS9z+IXxre/Hg6/2wZONPYPiiKQrcseP68PjRGolgVC7keC1azLpOOQ2XlqedZHHqacV9Xprime/Jkou06UrQ5dCaHLruVK0Z046NVe4TrZ7XQGInRvdBHhq67KhRRWbvH2HlQ5Q8TjhozOXtrAlz0whI27JPSWfdCH69cOpR2eu0dq0MmN32g026QkbvizIC87vjm30VTGKgocMU8477pSL8mHUB1ub35PC+PO55YTUMoSqbLxl/H/Y4RvnwDNakJgRqIBoW3kU6htd0gabHftVTOp/NRQmTWkUNz3A5uOrEHxQU+5v9QRmMkxpWji1m7u8boNK2qIod/xGXCcVKjomJr4oxOQ5kYqOq/86lh0WxpqYHg3lXJACeBxlrJfuiziumk7c34FhaLBEnDrtrvx4ciMRym6zqFmKpbCaqqcIVeOiUZbC16UspX+uDLlSN6WCkZIqyOuGN5K61b/p2weyRjs3uZSCskBAkdXsnwmsFiM5dxSEE4GmNHVaApwAGIxGLsrQnSIceN9VdqUPm/juZmctYAd6iq6jf521CTbaZQFKWtqqqJ0X18/LgglhFvxIOpdsAhwGIkY3NIvJNqF0JOPk9VVVVRlLnA2UiH1UWA0bzoIH4xRFSFeiUTi2pomE4i1ADfv0/OB1cnV9edj4JzXjZ2fnhyhYvx/tXCHbG74YT7JEDQo74M3vyN1npg0EXCk9F5J3Ur8LLg2oG41QCxQA0xdy42Xz55OpM/m1VhUKccAx+mbZYLm0U74dQ3hrl/5rqmAAdgU2k9f/pwLX+bcJhWwNDpk/b6ty7QcnKOuc1YpvDmy2/z1d9lVZ7RVrgSejsFkAyAmRVH3zMNu1aFbPzh3Y1Nr2uDEa56az0Lbh5jDHLC8U6Vz+6Q4OGQE6SUYUb+DPth6rnJIEOxwDmvgvdEzSRvj9TTt10GZzyxqEk88an5m3np4iFkqPVoyjoWG1y5EPasgvkPCJnzyN/ByBuNgUPYb97WvWaG/A56te5grZShdi6F3C4SHJi1IxsybIntJp5D/SeKeGTqdfAVStDdQgTs2TQOmkLGx1pvoWjP02hUXNpBPBIU/k1qQBOLyLaJOg0iuwsG/Ea6lQI18ts6M1vtJ/dzoryukcUllWzcV8eYXoV0zPWY88NG3gjrP9QqzB//51Z6V4msgh7+UJSYepB582vFgbyrEqSGFUAvfUpfVdVl6QjIiqJMBUYD+Sw8qokAACAASURBVIqi7ATuAkYrijIAKS2VAL+NH+d7RVHeAtYCEeBqVZX+XUVRrgFmIffQC6qqJsRTbgamKYryZ2A58Hzzv/ZB/JRoqJfJQtmygJg3n0CH/sS8hXgdutsrWAsf/0FbPti2ELZ+ZZiMYzYPFW1HET5/PtZoANXmRnFlk2v3GRUq9q4yeiste1k0MXRBTka0Bt+iu1ESHCJnpvBTfEM0k6bPaePSo7uyYFN5U2eR02bhntP74LZrv5e/Mcq8DcZMyrwfSgmEotogx18FW+bDpbOgZKFka9r0k7LOUb83TjC+IgnWjv6DnJ/eHiEBd7YEFO9cIeU6i01UZ00m14WbKwzbYios315lzDw17INnj5HAKv8Q6cLZuRjOn6HN0EQjUkJKDTLUGHxwjXgLpZR1akMq93+y3mAW+38frGXGFYMp0HiJ2qSdN1WUceNsuWYZKWKIIFkIq8NoUJnVyURTp0F4ZDNvTG7rdCSc+6ox0Gk/WLID4ZQ1ntUuVgV6+Kvgwg9Fr6c8rtl00v1GJ/gfgQyXnV3tRsJxfyVj8T+hsY5Q77OpGHI9HruO2G6xis2BHhWbzLNM/jLhcuV0jes/WUR9PF3G49+IsrpGJj6ziM1lsvD4x+cbuWZMd6aM7IZPr4Se2UHuuw2fSNa0z3i5X1rDM1LAabMaAh2Pw4rlICXnV4sDZXIe3s/fVKTDyfyPqjrJZHPaQERV1fuA+0y2zwQM3vHxjqtmZ5EO4udBINiIsu1rPG+fl1w9ZncmdPGn4NBNQsEa81Xxxs+g9xmackJ5QyOnPPYt5fXJCcvjsPLFDaOM6sS7tN1STajeZlRc3b4oGeCAlB3ePB+u/FqTnXDareR6Hfz9nP6U1jVSG4jQu20GLofVYINhtSh0zPXw/W5teatjjkfrUg1ATLhDy14WU82E43thn/RlC7sL7Adom7V7oNsY6cxprJPUvDPDVJejXZb5QF+YYcJDWD8TrvhCgodgDbhzRak5WKMNckL10tWjR6BKGxwAQdXG5jLZZrUoWBQIR1W2VfhRFd1EHPZLZkSP+Q9KUJfaAePMEjJv6v42F4y6ySjAGayWMk1ecbLMtm2B6Oz0Ga/d15svlix1uyXoUmPyO5hptGyaLXpDY24XM8aKjfD6OXDGk6ak7ubAYlFwZuQxy3UiXU4chdtu5fuKGCO8BWSZZTG6jkwaqybQdZSxzNhQTt3GBew57kXeWVtHbo7C2F4ZFGyai63veCOp+t+MuRtKmwKcBJ6Yu4nzj+hkDHIsFgnquo2We8iT22oitd1qoUOOmy3lDajxhZrVotAmy5W+VBWLu5Bj1L75MVBVlREjRnD77bdz8sknQzTMW9On88KLL/PprFkt/Eb/GziQGOAx+/v7QRyELViJ/ZNrtenx6m2o3z5L4+ibcTpTBhZXpkwSMV37c5cRBr5ESblfE+CApIUXbankjIG6Rrpuo0TDJBWKYizrRMNC8tTDX2Habp7vc4IKXqeNYDhK22w3OR67IXDJ8zm589ReTHpucZOejaLAXaf1kmOkwmqXzMCu74S8mkCvU1svwGZ3SjB0AB2R3m08dM7zsK0iGXz0KPLRNdckyOl5klgwLH1eMnDODGkL1xMzFSu0HyKaNqnw5BnKShluJyf3bcOoDhZ6ZMdQYlF2Nzp5cYUfm02fp1PMjUoDVUaOidMrJNtOR0oQmdFWgh49ORgk4zL2UeGebJot1+TYOyVLpA9yYlHh+7x3pdhPeAukky7XxCft0LFSGno96fWDzdWqcpWqqsz/oZS1expo37sNUQtUhap58NP13DOuL1mpnDZHhnBqStclBTpzukg20KktJEdV+NJyBFc/u75p26MLbHx8xZF0CtaCt/Xmpj8llpvYscRUqAtGaKunENWXwhvnCi8HZBFw4ftyj5oFJMHauOeVmt6WBnDboGehh4ZgGIui4HHasClGYvt7y3fxt1nr2V0dpF2GlZuGZ3HG4d0ls6zXgmoGFEXhqaeeYsKECRxz9DCiFVu5/dZb+PTN50Qbye5qcQD1344f0101HOiS+h5VVfVCfwfx34RE66yipJ2AlVhYhPd0cO5dSijsh9Qgx5kJJ/8VGkplsEn4/xxyvPG4aU7JdHtusbSRr4yL8SmK1N/15EmLDYr6weoZxu16Im8c+RlOTWu5KRrr6Ff5GbMnH8krK2pRgQv6Z9Ku4nMInqY9D8UOJ/0F3p2SLO10Gy1BTqTxF+lqKdi7gOkTi3nr+waW7A5xZAcnZ/Vykl+xDLJ0TtHV22HJc8nXjXXi5nyVLmtjdwkfZd0HyXKJxSpdPrpSkdth4+YRudimTWqahApyuvDQBe9j8+oyExa7EI7X6K5Zvwnm5FhPHvQ4AbqOEMKyIWhKnESOkNS/fSq5LacrXPCecd9AlZhsJjg4DWUwbRJcu9LYZpzZXr7z0hfkmanfB6f+o1VckOpAmKmLd7JsexUvLixp2q4ocOsph2qDHH+5aL6c+pAEnooii4rZd8Lpj2h0dSojLu6evVPzWXWNER5ZWMq9p/ciDb28+Wgol4WFxSqBYbo2a3+VnHf5RlGJdueYBhkn9G7D1MU7NNvcdqv2+4MEpaveSgY4INmcty+Hy2cbrWoayqQcunqGZF2Kj4XxTxr3i0Wx1O/B0VCBw+6WgKg2IOXQFGfx95bv4tZ3VhEIS4lyV12UW+dUAT9wxvDDzFWPm4G+ffsy9tRTePCe22nwN3Dh2adR3KGAl598mMdf+4BQOMzw4cN57LHHiMViXHLJJaxYsQJVVZk8eXJa8cD/djS3u+pVoBjh5iSWTypGNeP/SdQFwwRCUWxWC7n6Qfo/Ff5K8Qj69kmZaEbcIJOxfvCxOsRnpUY7+EQ6jcDh0VGQnT7ocSJ8eissfETUQE9+0FSPonO+h4IMJ2V1yfKWz2njiGITToo3D068T1zdq7YJd8SVbRTzUhSZiBc//f/snXeYFFXWxn9Vnaa7JyeiZCRIBhEQESWaxYABBSNmzLu6u8bdT93FXV3MrqtizllBREBQQYLkjEiGybFnOtf3x+mmQ92GgQFWd32fZx6dS013dXXVveee8573lR15FCfcZtrlHhD8HlzfPED7cID72o8ETUN/b4ZMmJ2HJS7GRhA+v0Na3F15EmDtWQVfPyht8MrXr5Oymm7dd7bHUyau1+u+kMxEuxPNYnEAVgeF75/HtcMf5LJj2uGsWI/lvXvh/KnmYzdGrB56jJXfvdUw7+/y3/gYIxyU63v6YxIU1JUJ16i+ApO6Q9CHddEL0PMC+f6NMJRvxvLNIzD6kcR7zJULIx6QXfbGL2Xh7j5WBP5SSO4HQmEqvTo2i0F2qhnOCMHC5xPHKn6WklVum8TxkrVmknE4JJm47KMSx53Z0O1csZwoWg2tBzaaC2LTNfLSzcFaut1qDvqNsJQ/Xz8/pu7rr5XgK6mVPqRZEp6vKDaXefEa1oMPcsJhCY6rtkcsCqxQUwT57c2bibpymPUXyRRGMfRukR1ICmJ7tMzi9B7N+GyF9K7YLTr/vLCXOcgJ1MFPs8znVblVNHTiEQrCklckKIrip69h5oNw6uTEMqcRjhCZjcQSbJKz+OQv1+8NcKKoDxpM/r6Gs3uWyjVI1YW3H9x39x306T8Qu93G4i9eY9W6TXw4bRbfz5qGNSOfiRMn8tZbb9G+fXtKS0tZuXKlfPTKyoN6v/8GNDST0w/oahiNFZz478Puijoe/HwN320qo31BOg+e1ZWjm2TiSG6F/TUhFJSHfvrvY2PvTlD6K1kzCgmPeR79tTGxhaCwC3rfCea0rKdEnK+j/k7Fa+HVMcIjSUrnF6Q7+PD6QSzcsIN8W4CKgJXu7VqQnyqIdOXKj6rzKOG4PBHIW/OxqAR3OUNchZM7mw4E1jRocgz8NAt95Vux8TYnmDMzNpeUD2Y+IMTVoFeyH8P/rN7t1xZL+WPtJ7JQjfw/ETlMDgzrK8Wv6Me4QKVJN7j0Q3Og07QHnPsC1nmTSd+9XLJqF7ymtik45myMn79Bm3qmnGtmc8LnvohuOlcd1k+HrhHXdU0X3krldrMMgLcaOo0SXs20yD3WvA/aqZPNpGGLVRbrUQ9LAIQW8fpRf19ltT7e+GEb01ftISPNyh2jOtGlWSZuR9K9GKhT20DEm5tGkYrsrWo59pTAh9fA5jiN1CF3iHDhQbZlp6fZuHV4J0pr/YzvmUm6DT7c4KXnUbnmziJnrnRMzf1bYgm296Wm+8tu1el1VDbLticugKOOaUJm8vU6EHjKRO3500lC+nVkwrB7pFSTlRTk1BYlBjgg93vPi0zXKy/dwV/O7sYdozpRWuPjqFwXmU4raclzrdUJRx0rwUo80gvNHXn1FSKamYy1H8s5J3O5VLIWmk58jnlXpdm6BmBXTeigg5so3OkZXHDmSNLdThwOOzPn/cCi5avpN/hk0HTq6+s56qijGDVqFOvXr+fmm2/m1FNPZeTIkY16318zGlrEWwXsh/n4v4eS6joufWkR01YVUe0NsnR7Jec9u4CyWkVr6a8JqRy4v31MJrB46Dp6iz6Eb1pK6OL3CF01C2P8J+iZigXAX5doYAmyI17+tulQTdNoaalkTNETDPn2Es7c9jDtrGWm9u3YOUcE19Z9IcGL16xxA8ik+vRAIWZ6SqVFfeb9at5HQ+HMljJcfDbIni47weRgwOaWrNOIB8VfKuiDce+L1UNyOr++Qs5v8YtyrruXi3quShDRX5MY4AAUrRJF42SEg+JC3mqQWA407wWf325uP0csGLSZ98cC2Opd6O9cSjh5orc5oNsYMWudeoa09D/VXzJ9yVkym1OsHzbGqTHv+hG+n6KW9HRmC4HclStZu5zWSsl9jy/Ih0u2cmpbnZdOcTBldDaVpXvUi47Nrfbw6jjKPJbRXFSh45HfUdr2k1G6KTHAAZEA8Jk5XweCjllh3h3pY8zaWxix8AqmtP2BK/tkYrcmTeFWOxx3DRx3nVxnm1MI7f2vln+Lg0XTeODMY2iZE8vZnNAxn+FdmjROITpUDx9cFdOC8lXDF3eqn7Ho/enMkaA8eq9UblG+dLbLTps8N/3a5NIkM83U6SgfzCq6SPFBu26BM58EV1LnXCovrPQmZo6LbhEyuenYpgkkbVOHYnQ8I1q2Uyy7hiHPX9AngX4y3ywKqwPdYkWP8IoMw+CKC8ew7MclLFu2jPXr13PPPfeQl5fHihUrGDx4MFOmTOGaa65Rv14cAqEw5R4/e6q81PtDhBrREfhLwv5ayD9Fpp0MYI2maQuBvflNwzDOPLyn98uGxxdkU3Hi5OULhvlmXREXDTx4oqG8eIlkOorXSmdERtOUZLjDAtUu1wijXIXCAfRAHVRtk91jVouYm248Uu1iVFmU2mKYejpaxKlaK98MW+aJQmzypFRXBjPuhWWvxcZG/1X8Z5Jfe8XbMunGE2SrdsDJ9zROAM2ZA9fMjQUDVoe69u6rlEAsPku28h24/EsRZ7PHTZD+Ouk8i4cRhkUvii9WPOpTBGmlG6HDsMSxyu2SFfnmb/Dd49Cyn7yep9SUnQivm27eCXlKMPxJgYNhwJpPE32jwkGxF7h6duL3EPSaPxeIFQX7mFj38/14AyHGHFVL3rvn7BWAG9puOMXNHiMQcmOzxH0S3QpjnoePrpXPrVulRJLT2vzCGhLEbp4jhPGm3cSbTLVHLFplHjMi3LaslM4z+4WtYhO8FiNEW7/6I/gq4IQ7zaUwd76QqAffIifvyDBnJJC56g8fruS+M44hy2nDZtFYs6uah6et5R9je5GpEulsCOrK1QHN1u8l4xmPpj2lxJnbTrr2mnSTbsnsNgf33lFkNIUrZ0gQVVsMbQZHSPBJc5AzW8xXt8xLDCxGPGiWEog6n2e2hPpyCVbc+XKfh2NZmjtHdUrg5AA4rRp3juioNuk0jJjGUzgIaEKad+eZs+FRGQm7AVYnw0eM5rwrbuDmP1aRn59PWVkZHo8Hp9NJWloa559/Pm3btuXaaxM1lpIRCIX5qbgWf0TotLjGS4tsJzlue4JR8K8R+8tJPrqff/+fRqqkgsPSyAjYUwJvj4dt38fGRvwZ+l0pHSSHG6488fyZeV/i+MCbzJyQcEgChrfHxWr+Gc1kYUvuarG5xB14U9wCZ3ebu1lArkEkwImNlULRGnOQU70rMcABmPFHKZ0kBzmqydcIC0fjYBH0S6C0/E1xfzbCEmD1ulS6XeIXIX89fPdY4t+HAuKbc9qjkMyEUKXHVeRkZ7bsgn1JGaw2x5uPTc8X7RtnrihLl26EdybAFdNNhwZy2pknCd2CkayjEvKbtYpAvpvkbjprGuS0M2f1cto0Kp2fHqrEMf36mMItYN08k+wuc9GaXpx4sBGS+zOqBGxNk89QtslctqvaAS+OkvJiQSfxr/r2cfHJ6pCkotE6yVMs+nkbI7Dnr5P3S8YPz8GxE9V8H7srck9rygAHxOW+1hfk6lcWJ3jsXjm4rbkEBDHxRF+NvGdatprzlWozltvePObMEjHGz26NjR1/a8pGgANCehPosG8VY0AsaK5fAPOfEc+1AdcJCV21uFdujfjS5cgFqy1CAslYZjHa/bm3uyrLwZ0jOnB275bqtvxwMBLgRO7DcFDkCqLdqMnQLbIO5LWne/7R3Hff/QwfPpxwOIzNZuPZZ5/FYrFw5ZVXYhgGmqbx17/+dZ+XoKo+sDfAiWJPlZdMpw3d8l8c5BiG8Q2Apml/NQzj9/H/pmnaX4FvDuO5/eLhtkGfVln8uC22cGY6rRzfQfHgHwiK1yYGOCAuzN3PPzJBTtS0TrcKOdNik11h8oQOEnh8cUciqbFmt5jhDbkzsV3TlQtjnpZMxLrPZPc27B5zFwOk9htSZZj2rJJJp8cFshPfsxJWfSA7yswkrZ5e4yJlkbjXb3ls4yZVf60QHX94ViZ+TYOF/xLvrKyWiYuQrgt/Jhn1FUKqjYc9HbqOgdXvx8YsdiHdJiPkh3Oeg08mSYBoc8KJd6nLJJU74PR/yt/sXi6daeGgXK/kBb7VICnNlMYUkuv7XktYdyZOHlaHqCGvSepOyu8o5xwPRzoM+5MEu35P5LpYJFuiUhwG4YnVlwEauPKVbcA2gjHX6Ti4tsyE3mOBuPMIhyQAc+WDNRJIOvOgSlEK1G3y7xtnJGagVMFmRnPh4Mz7h/yNNU1a7h2NycIa7MOazwxvlXCL5kX0gk64TXSYkkp8eel2HhrTnfEvLiQU0T4oSHdw1QltzWWwgE8W+Pcul3vBmgaDboJ+V5ifMVvEtDee69LkGGjSRXGu1bDs9cSx7x83+60dTthdwss79W+AYb5fo9B0ySbWVyTynTJbmILzs3u3MEtdpIIRinSU5UhGx+KQ59FXo7RQuf/++xN+v/jii7n44otNxy1durRh749kQZMRMgz+G2i4DWWXjUAUhuNximLsfwp5LhvPXdCVl77fyuzNNRxd4OS2oa3IT2vcjREuWmNOhIf8YsbXqFc+ALhyJWjoOALQJHWqIsYa4cROpSiK14hZop60ELgLZNI99gohCKYi/KYXym6q4ufEc2razXzsUQNEgXfRC+JW3WogTPhMuWD6XE3Rxr6J/as/QNV2Qh1HYYz+G9bGaNQEvbBjkZB807IlgPJVS9CT3JWTliUeX0uTMk99LzPzTJxZcOpfoUlXWPW+LCbDH1BbW2hWWPk+jHlOFl9NFyfmTqeYj81sCvOnCC8mim7nwkl/Mh3qC4SoPfcDrFvm4C5fTXWbUzFy25KpKiu1GQztTopxUtKypX3aquAoZLeG63+QoMjvkWui+lwg2YOlr0ngaLXDkN/B0aNNGQPdYpXXjerDRGAcNRAtmXBqsYoa7uIX486pFVw+zfz+6U1kESzdEBvLbAH5CpK7Ix36XCbkX0+JZB11e2IZ8kBhd8PxN8cMN6M49mp1CW/nj/Dq2bHfN86A8Z9It10cNE2jd6ts5twxlNnri8l22hjQLo8ClWRCXQl8MDEW7Aa9MHcytD/JHOSEg5JF7TRa1L2b9pB7uK7S/B2XJ2VrQZ6fmj1mQ1OQAMNXIwF5RlMp8doU53swUPmLxUO3yPceCsSCnGhw0piSjmaRZzb+/nJkynsdIWS77JR7Ekn/aTbLf4W7+v44OdcB1wPtNE1bEfdPGcD36r/6H4LNSUGGwS0nteHK47ykOexiZZCitbWhMFoPNg+68gjb3EcuyKn4WVL0UTfwnLZw2edmXoHVIf5TW79LHO8xNrXmi8WWesceRXohXPaZdAxtnS8T5ai/qIl/tjR4eZxMjCDZiV1LRRE3CdtqddbVtGXkuI+whLxUhRw8O6+C604uULf/G4Zkq4xwandim0uCj4AH1n8hf9PpVCkxJmeI7G7hAAQDkqGxu8WyoY3iOwe5TsffAn3Gy3un4qXYXLL7/fKPwhvJbi28ApU8f8ifGOCABFEnm4OcbKeFyrVz8LUdRkXLYWRYAqRv/BhHv3GJB4bDQlYffLN4c4EsBrP/TzI0aUn8JG+VtKJX75TFo2gVnPYPc9dYKCiB61f3xsY+vAbGvSuZo3i4CsSS4NWzYyTqwq5o3caoeRDJRO3KbRKsJi+uFjuc/7IE0TsWS2v8gOvMATyIj9p3j0vHkDVNzuO0v8v9oCrtNBQFneGSD0T00lst3my9xplLVXXl0p2UjDkPyzOUZHPisltx5VoZP7DNvt8/FFB3nq2bJs9/PPw1Qjxvcoz8rHoPvpgvEgnJ2ZxCRXbHYjMHTiDB7uyHYVFEasHulpLhUccdOXVmi03mwmhGWdcPStwvAYZh3ij6qiHcgFLbIUKaVacww0FJrR/DMHBYdVrnuhJ5bL9S7O/beQOYBjwM3BU3XmMYRrn6T/7HYHdht7vIa0QHcjIMR6aUer57XCYXVx6MeY5wcjnjcKG+Er66LxbggAQ930+RxTx+YnXlwphn4c2LZKHSLdD3CsmuNBZZLSUT4PdI2lbRUQOIR1A0wIli+w9qA8X6CoaXvo5j2pNghMnLaMq1Y95SdxJ4q0SsMNp91XscDLjBzEuyOmRn9/KpYtMAohI84VP1bjS9EE7/O4x8UH535uxbBNBi3f8CmZYhO8K+l0twU1cmgZQqKIr/XuMRx2XZC3ch2R2Og9n3ykTcZhD0v8bcmaTr0Pl00el570p5raNHi75ScmnJMESDaclLiePpTUU/KD5FX1+eKEYYxfynZXGL/3y6LvpAk5bDriUSEOe2U187IyxlgV7nS7myZrdki2oVbu7eSvj3CCkX97pI+BMvnyb+Y66kMlRdSex8o/fC9LtFYK4xSMsUAnmzXpHyRq56YTfCauuUoFdd6m0odKua86UKUhyZUmotWi0/UbToYz7WmSvyAF/9SUqIFruoSavu28ptsQAHZF547zK4Zt5+Vb4PKQ55QGWov5tgfeOkLQ4AVotOQUYaeW4HBsLjSdnJ+ivD/jg5VUAVcJGmaRagSeRv0jVNSzcMY9sROMf/OWhb5soDfNnnEuSEg/DdP7GcqvDwORzw1YigWDJ2/SiLly0p5ZzdCsZ/JARJi03Itsk79yhCAVmAPaWS8bJn7LtrzJG+/wc9Zd3YPN5aK8K+cEpsoGYPeV9cje/Sz4GkXXH5ZtH1iWLePyRjMfTuxEDPVyN+SYG4jqOgF+Y9CmdMURM/U/hKKRHwykKr26RsqILVIQJ02a1kIcptJ4uN6trltjMbWdrdam6UxSr+Tmf8MzLpZplakRM+0/S7Y7+v/yLWuhsPXzWs/sD89xumSXAfH+RoWiwbZnNFFnGv/L8q6Lc5Jdu4v04mm0syhcvekO8ut51kgbIVVg2+Gnkel7ycOO4pNR9bss48Fqgz+XcdNFJ9/1G48qSF/KPrEsePu1bdMt9Q2FwSPH92S2ws/2jxyUpGWg6MnSpkdn+tBEjD7jO3b4MEb33GwzFnSxbKlScBjuqZibdBiaK2OLVL/K8FWiQbZHcLnynsFxXoFFpQhwsWXcPyXxLYxKOhisc3AvcDRcR6PA2gx+E5rf9taDlt4JMbpOMmCosdvbG151AQavfAsjdl4u5zqaSFk0sEdpfskiu2JI63GpRaGdhdAPvjRIfDUkZ67dzYjnDA9bKwNWYCLuwi2ZX4Rad5b+UkYdsyx/z3pRuxG0kTZShoVsQFWPqKnHN8kGMYau0aFVfpQFFbIovw6g9l4R71iLTZqjgeVkdERdkm36GCtAhIVurCN4Rkm32UcFhy2kqQmgoNCTZXvC33U/exErhuniO8l+RFyOKA/E5mn6ucNmbSp7tABBDDfvk33SJaTfkdU5+P3yOEa40ISVkRDOlWaaGPGlmWb5ZF9MZF5mPd+ZJtq6+QElTQK9dWJTzZrKd5zJ5+5BYsTZMy3ml/h/lPydjAG6QzTMWvCAXkudmzQoKLVJkvZ46IW078RgxIc9tG7kPFQ29zQOvBcNMSudeiAX2qoD56b6lKVPFo2c885so7IlYohxW6VQLGaOu91REh7B9kC/9vSEBD8263AJ0Mwyjb75G/odHQCzthtOiLtnNJbPDE36M5Gsf1oWYXvDBMiLkWO7x0ClzwOrQ6LvE4Vx6c9Afx9onqnrToI23ljenu8pTAe1ckprwXPC3qpo0JctyFcNXXUlbas1LIr0PuUFsgqIjLGU0xuWJFFXuT4cg0LxbufOh+gdkNvdt5ssgmIxSSskbxWpncs9uoW4x9NRGOzSLCHUag15WIGOD1C8Cu0HOpLREi7cbpoj8y5A51uczdBEO3oc17VILOlv0xzng89f3lKZV2/tIN0iLtLlCXDlsPFsLpgmfFn6zLmVLaMgkHpgmRdvX7EZl8JHgY/YiJMwJIJmnqGTESevPecNFb5uNAdvZfPwgr35XzHPWQ2JEkn6/fY3bq9tcK/6v7uYnjrny4cqZwTaLZBqtDfX+kN5Wgfd6jEvxa7EIG318G7FVSegAAIABJREFU5lCirlzKrCdG+kLWTxetLdXzULYJXhgeI9IWdJYya3Kgo+sSEHsrRSXc5pIAJ9Vza0trkFnsASGnncwVy9+U3y124fmkUqT+tcAIQfVu8EbKxQGPzJEFnffxN5ESl6Y3jvT8P4CGBjnbkbLVbzgScBegXfSWEEh3rxC/p+zWjQswQgGZ7C58UywNAnVw/ksi0JXf0TxZZTQTJd76cikLOFNoYhzQOfhNHleAfM5mjUgK6rq07o58CEJe6eZREZRBFv12QyXLALKLGvWQedek6xLULX4xsdRw0h/Mk6puke6gsk0RMqshpNDel6jr9xWbZWHxRlrJC7uKQ3Ly9fV7qGwzkg3d7+Gd5eW0b5LGOUPdNNk2zyxaVxdRR94YIRTv/FH+f+IcUxnKCPvRpp4Wy3xtmYf2ytkYV0w3eyF5SoXou2lmbOzsZ6HbOeYddNNu8PSAGBdq2wJpY2+l4GdltoDr5sv3EKiXLj4VGd1fJ6TZ+C67XUtloRs4KVHczeeBr/8sWkUg99o7l4qZaFrXxNfVNPnekpVlVZoz4Qjp9oOrJCulW4UknXUUkHQNnNmiJ9VnggR6Gc0lQ6IigB8O+D1C9l7zkWT/otA0OOvJxMxLXQV8fltiO3TJOlj9ERw30fzaVofcS6qyZmNQVy7f1Z6VwqnKaKYuYbvz5Fkdcqfo0+S0lQ6+X3vGwwjHApwowsFIO3ls46FpGrfddht//9sj4K3k0Uf/Qa0vyP1/VsxfjTmdiLbOfwsaGuRsBuZomvY5iYrHR4gk8j+I9EJp/1W1AB8MwkFoPQBePCU2qS1+MfWO2OqQnVuyAWFjYLFLkFGV6HxsksyPh79Oztfm2kd5ok4Wy4+uk8Ahs4V8ribHmEoVhi0drc8E0fio3i2lrh2LCIcNTEWNzOaSNVnysmRVup8LBV3U5Q93Pgy/P6Iyi2R8VNmO+krxawrWS0eVvw52L1UuLH49jU+8vbn33Rg/auqCND659hRMIVzAEwtwoqjeJRmY5EWpttjMJ6nanrjYRVG5LTHAAVFrbn+SeZe+6n0z2XvhcxLsqYjKGU3FMHVf8Huk4ykZW76VFmpL3D3hr03UFIpixTvy3cTDni5t3vEdVulNxMcrGfWV8OHEWNktHITPb5USkOqedGbJz6F8dhqKoF9K0smo2R3hYMUFOSFfYttyFDsXQfjKRvssNQh15TD7oURC8Ul/FFsKFa9vr0edQljwl4QV70hGsWqHzHnD7o2Z3B4kHA4HH3zwAXdPvID8DJts6Hx1UP6zlA8bGegEQmEqPH58wTC5bjsOq471UHVXhQKAduS64OLQ0E+wDfgKUdPKiPv5Db8WWGyw9PXEhcwISwfXkRJ8stpEwj2en9BnQuqUd80e+PIP8NJo+PQWsSNQwVspO/ZoZqR6p3goKYihAatLuBSOTMke+WoIH30KHouiVGOxSXDV5QzpHMppK0RpFeorZJF/6VQpA654O1aKiUfQiy+nAzvH/8ArrR/m4+5PUHz5AjnnUKIycGXQxj++TtQR2VPtZeG2GvU5qKDyyUkVLKr0bJJ5WSC8gbDZ50q5KGqa+hwaCk0TflgyWh8v3KPkY1UZvOxW5jF7uug1jXpIOp+OvUqyaSp+h782kVQOkgGqLUp93vWVcv9GxQ6PFJzZIuSZjD7jJesRD3u6uuvrmHNTBzj1FbI5qNljul8PCt6qxAAHxLjV9ysuHKx4R8xJq7YDhvz300mJTufx0HTzd6NbTfITVquViVddwWNPPZd4bMDD1i0/M2zYMHr06MGwYcPYtu3AeoICoTCbimup8gYIhg22lHmoqg80XgwwHJRnoXyzaCJ5q8wK6IcZDQqrDMN4AEDTtAz51Wic29xv2D88JWJhULQ6smtu3jj9nXDEPycZ3iqz8/Phgr8eFv1bNE78tfJgb/0eti80L0SeUmlL3xXhuZT9BDsWwlVfmTMTFVvMD07NbmVHS1i3Ey7dhD7tDrkerQdhnP08memKbo7aYgmWdkWUQ9Oy4aqZUt5LxvYfZCKL4os75DyjrtxROLLY1O02xjy3dK+MerOsND6+5lYKk3c5hkGdz6xEWlmrMJy0u6HzGbDu09hYdiuTuzsgk2fHUYmZn+7nq/U+WvYzW0s07a4uvxxzjpB546/7gBvVIpJReEolyHblKVWMCdZLALJzSUynpfXx0k4d8CQKwbnyJWh5++JY4J7ZAjqdpnjfEmkDz20fayF/YRhcNctcKrGnyzWL/1y6Vc03CYdlQp92p5xvu5Nh+H2HhpviKZXAyu+R8rW7wHzNNE2yv0PvjjUuDLhBSt7JJQhHunRMVWyR+1e3yrU+6lj1+1fvkmzp5jny3qc+Kt+DglDs8QWpqg+wqbiWVrkuclx2slyKTENduZxXu5MkO1O0WuaEfZHgf+n4+kFzUByol3FVNke3RpTRXbJRszll7lA8jzdcdy09evbkd9dPSBi/cdKtjB8/ngkTJvDiiy8yadIkPvroI9Pfp0K9P0jbXAfWoAct5COckUWlL0QwbGBrjK2Dvy6x1Fy+GfL20TRwGNDQ7qpuwKtAbuT3UmC8YRir9/mHv+Hg4CmF9yfC5lmxsdMfh14XH3wngYb8/cp3E8d7XHhIuhPKPT68gTC6rpGZZsVlT+EOXLRaMh12tzz4Rhiu/dZ8rN8TC3CiqNwqk2JykKNaQOzpSnl2Z6ASPrgitghu/R79s0lw3kvmxW3zHAlwNF12tt5Iqem8FxOP9dVK8JbXAU+XsRiaRvrad0UQrt2JCZofVUELf/lqS4JPzO4qLx+vKuPqIYnv79YDjOndnLcXx8p7dovOSV0UnAhnDpzxGLQeCOs+lxLgwBvUPKqgF/pdLgHYrqXiX2V1qoNdV56Q0z+7WYK+5r3lWin5M7XiWTb3USmZ9LpYAohAnbkl2FstZahZf5HzGXiDBCPJxGNHDqz9TEi0GU2EH1a6QcpoTbonHqvrUgK8/gdY+Z50ox19isl0FJCg2F0g7dbObECTRaVkPRQmET6dOWLN8P6Vcs9a7GKLoeo09JTAiyNjG4rlb8gkf8HrqcnHQb+UjvYlKVBbInIGOxbK7+4CuPIrKVMkw5UnApN9L5fnPi2FiCXIs3PRm7GgwpWr7piqr5RsapTL5ikRjZqblprO2x8MM2d9MTe9uZSIWwTXDGnH9Sd1ICvZ9DOzqUhlbF8kjQ5dzhQe16HwrvpPIbkcv79xkKxxeqF8d1G+mAKZWdmMH3s2U/79Fk5n5Du1OJj/ww98EAlqLr30Un73u98d0Cm7rGCt2Ly33Gyp3UNOdhtMnLMDQTgovLRk1BZLIHckyqE0nJPzPHCbYRizATRNGwr8C1C40f2GRqN2T2KAA2KW2emUg98RWuzSDXLWU9JaGqiXRaj18Y1uby2q9nLjGz+yaEsFDqvOTSd34JIBrcl2JQUZrgI453l47ZxYGr/PBLV8edStNzldqpysNVmsfoikcTVddqiqMsm2BabX1DbPVgsH7llFxWkvUNukH75gmKxgGQULHja3ROs2PMdczCZnd55YUEHYgBuHnUNH70oykkoq/oCf4mrze20tM5c13HqQ3w3KINfRnE/XVNAsK417T25Cvl4HKLJ67gLRQ+k1TiaRFAubZhjw5oWSkcnrAN8+BsVr0SYtMx9sd0tL8tWzIwJ69tT34IYvhVt04p2y8G34UnRzblAYd1ZsgU9uhK5nyWt+97gsbN3OSTwuLV0yRKUbgUgnSXZr2Q2qMj9pES7UyX9Un2MUNqc41X9wlQRMNqdwQVoo+GG6RUqVEz6V58bmkvtTxS+o2m7OmG6bLxmpZESlB75/QkjrvS8V3RlV+XbznFiAAxJkzPiTkMBV3BWrQx3cJcNTCgueEV6YZpGyVtsTzXyyoA82fWU+/63fmQKtijo/d3+wcm+AA/Dc3M1cOqC1OcgJh0TFeMs8+X31h/J9j/zL/s/9l4qsluoGC1WnYzy0BnBWLDZuuete+vQ9lssvPEvuRYW9yIEShy2hetMcaK3ZhWF3g5mt2ECkKFXrFkzdrIcRDS2Wu6MBDoBhGHPYvyrKbzhYeFKUlRqjWArSDRL0iST90LtEryS7VWpxtwagzh9k8pfrWbRFugN8wTCPztjA9nJFulnXoXkfmLRU1GInLRUFZdWkbndDj4sSx9qeKGJ0yQh4JFC6fJq06145Q7pEVNdL5TeU01b5MJb1ncRda1pxwtNrGP78OsZ8WMvOkc+YFwCbgy35Q3liQRmXdndxWU8Xzy4qZ3PeEFMGI8MS4Jxu5s87toeipBMOkPfKUG7L+ZYvL8pl6rAQ3eddi2PzDPOxUeiW1PYTEYRs6SIJsGelLCrFazHankjIorKACIiK8Vvj4OmBErQkq0tHcfRI2LNcJP1fOUvKJR1GmIPocEh27uc8L7u60o0RleZy6fhJhgbMvEcyJC8Mx5j/ZOMJjEYYvrhdgpYOw6WsN+NP6numrgymni4dca+cJWWtl09VG62qsjFWh1q4sLYInj9RPM42zYR3J8CSqZLZSYaKfF28Rh08NRShIPw8TzZP7U4S7pkzR62IrWlm81aQYDMJgVCYaq+Zd1FSqxDtCwdjAU4Uaz6MOKj/SjHsXrNGlc0p44cAuQVNGXvBhfz7rU/kfrPYGTRoEG+9JU0kr7/+OoMHp7CJSYWQgmMXDjauO123RLzK4l9Ei5TijpxdRIO7qzRNuwcpWQFcAvy8j+N/Q2NQ0EkW+XjSYtshamLogcCdJ90s3mrAkPdI5YXUQNT6gny70UzwnbOhhO4tFW2gtjRRTE5lxhiFM1sk/jufKsq5bU8UkqQq5e8ulLbhOQ9Lure2CDqOVqfdc9qK3UBUI8VigzOfUJZfVpaEWLytmvEDW5PusDJ7fTF/m72bh87JT4jwfYEQnupy/t5pA1nfPQaGQe9+k1jnyaPen43THlvgAoaNC/s2oTpo4c3FO8hw2LhzZAdaZqh2PFY4+xlsNbuxzbk/Igb4cOOIvEBROJu8c1/DtuI19G3zCbc9Ed8xY6kiG1OOpq5MyovRe3H1B1KWOudf5vJeZktprf76AQnK258sfmPJ9XdNF97HCyfHJtf1X8DF75gD7qCf8ILn0OM0iLQN0wlvnIneaz+dWftCyC+lkZbHiijhMWeLxk3ZT+bFPFAfy85EgyC/R56j5KyWK1+6tpr1kDb/XcsiRrSK0tauH83k+PlToPfF5pJs1zOlUy0eR49OLc7ZEHirpETy8mmxXXxuO5GZSIa7QJ6TeF+wdicru5wcVp12+W42l3oSxppnK+YvFbHVMDiSO/1Djijv5hB3V8Xj9jvu4Mmnnto7F0yZMoUrrriCyZMnU1BQwEsvvbSfV0iE5shArnnc9+HMUQfnBwKLQ8q/nlJ5fXf+EW/5b2iQcwXwAPABciXmApcfrpP6n4crDy6fLhLqpRtlpzn6YbVQ2oHC7lYv/geJNKuFrs0z2JNUgul91CE415BfiKFdz5bFRLXbAJmox38qmYOdi0XfptfFSq2NQFou/lOmEBi4k3DlDmwteoIrlwzFlqWkxs9zl/bl9R+2saOinuuHdqDGG6DOH8LtiD06mqbRVd9O+vQb945lzLiFLmPfRdfaJH4ki51sz0puNT7iygvHoAXqyF37IEab+8yfKy1b+Ccz74+NrZ+m5jAdAELhEN3+sZyrjj+Nvt3PYcEOLy89upx5dygk+ks3mjuENn2lLu85s6VdvPNpEgzYXGq9E00T083k7/OH50SoMv5cfbVYtpm9gPXNX0OP8w++rq9Z5PrGu3W3HiSZwGTYnLIZ8MZ1/Fgd6qyNMxsG3Qif3iyZlrYnikGpSuNKFaxqFpUbCRR2pebiL6hNa0LIAJe3mNyWR6t1fRoKIyxq2vHfZVT5OZmXpGnQvC9MWiY8rqyWkhlWCAzmpzt4YUI/rnvtR9YX1dA0M43HLuhJtop4nJYpyslFq2Jj7YYe0jnqP4IeYw9pUANQWxvr92nSpAl1dbFseZs2bZg1a5bqzxoG3SYNFVU7ZN515kQyLvt4vsJhwNj3MboOelqMkvAf0N9paHdVBTBpvwf+hkMDi012ghe/I+lcu7vhPkdHGJlOG/edcQwrd86npEbS0aOPaUqXZo08X08Z/PhKoqNyn/HSNaKSf89sJi7agTqwZyaKxMWh3OPn5MeWYrPq5Lgy2V6+mksHtOZ3p3TGaUv8m/7tcjnln/Oo80vqfNa6Yv55YS8ynYmPjZ0A9lWvmN4rfcVU6DgYiJWssqhDm/Mwlp+/IW3xs3vHQy16w6AbEl+gvkJKGfGoK5NFZn8S+PuAWw/Qt1U2z8zdundsWKc8XLqiTKJSYnYXpp6stEi9XdP3nXFS7eZ0i+l1fRYXeqshpG2bnzDuaTMCJ7q63u6vE10jTZMMhOpcw0GY+9fEsa3fS7ksudPPmSNk87cvlfvL6ohwYRRZ0GjXVjTzs+4z+R4veM1clm3WW4L3+PLf4FuV5dtyI50n12czdf4GQmGDvq1zePaSdBTfjmRCaouECwQSOKY3MV8HDXUbfO1u1auKlYi95X65JZqm0a4gndevPg5/MIzVopHndqh9kdwFcMn7wgvaNl+yf/2uaJwC+pFAOIiQ1Y+QafLhhq7LOhPtxtQsqUtKRjimxxQOySbT5ty3G/t/UFxwn0GOpmmf7OvfDcM4c1///hsaCZUM+y8QrXJdfD5pMGU1PlwOK5lpNnLcB8/zAWQx+faxxLGlr8IJd6T+G6tjv51ia3dX4/GHwB+isk4yCe//uIPrhrY3BTmz1xXvDXCimPr9FoZ0LMBhjT9Ww8hqZUqwG9mt0JJGNQylxoym6mwKByTdm4xkfZgDRK7Vx5Ojs/hoo5vvd/g5sZWd09tCtq7gTDiyJBPRrIdMbr5amQBVZRJvNfz0NXxxpyhldzlT/lbV4dXvCim/RFttNV0C2KRg3mGzU9tzAvYdC9C3fAOaRqDLeQRbn4CuWjQ9paKzsvzNSJvzZFnkkzMDmiaZGYtNSpieEglGVLo21ogX06SlES+mzNQmknXlZuLx1u/MLcUgxOCrZ4tOTOkm8ZJr0U8ZAG4qruXF77bs/X3J1gqe+2Yzd47ulHQvIq3ez58onwnkOkz8xmxa6syF/tdQbripy+uORTPI+OkT0rsdmmk9P72BnTkZTUVJ3F8npc1fsoJxOCjnWVsk92xGM7k//luCnYZc+1AgYkQbSTn6qiXjrhI/NcLC/aqviHT65ch7HMGgZ3+ZnIGIpcObwA/8qgulv+FwQfNVU1izmcIlU4XX0Hc8GM0adyMbIXNJxDAaremTqwi+8tMd6Ipzddot6Br0b5uLy25l0c/lOKwylgBdR+t5ISx/PUbadOWh9RmPidvvyoHBt0nWIAqbE737eeaTtTql9PHFnbGxnDZqY8go6isj1gO6us0bwO4mf8srXF68jIubdyVt13J058nQYrz52EDEWf6Vs+X7yGwBF0ZEJZPJlXWl8O5lsd9Xfyj6TsPuNZdVMpqJmvSCZyWwGHCd2aoCsFh0Qs58lg14jGYnhTA0nd31FtqmKXb6Qb8ETlFjVV8NvH6+lFiSgxxHpui8NDkG9qyS7I2nFPIUukLQcC+mVCq9qRbBzOYw+Hb5ztKyU2Ygv//JzHtb8HMZHl8wMcgJh2Hhv2IBDsj/L35Rusfid+e6hZL253LdG8tYvHUDFl3jykGjuc7WjENQbD4wNGCD8otAoF5E7aLw1Uhp778lyGkIvJWYaqq1RRL0J2dzogFRlMtWUySeXI1odjlQ7C/IaQqMAC4CLgY+B978TR/nF4hwGIygUhvmsGPnEnh1TOz3Jf+Ga+Y1TgBNt4vrcXznRf7RqZ21G4gW2U6Oa5vD6l01ZDlt7Kmu574zu5KXbr5uwzoX8MH1x7NgcxnV9QFuOKkDLptGVnJrPBqs/lhKEkVr5IFu2h1WfQQn3m4+iZb9YcLnMP8J2dmceIc626FpskO68A0h5ma1lG6lVDyMqp3iX/XzHLGfGPOc+GIldyI5MqD/RCy1xbiKVkHfC6W9X8WD0Czw+e2xSap6p/gdjX3VfOw2Rav4hmkw+GbzOVvtErCN+r+IkWXqqSg33YG1dSvq/EE0NDo1sZLuUBzvrUz0awI5763fmQMou1syOC+OjglJ9honHlqNgT0DBt4I85+U3zVNyNgqE8lwSFrpv7pH2th7XiS6VQpy/XFtzUHdsW1ycSVlHwkHoGan+b2qtkc6lmJBjt/n44V5P7F4q3S0hcIGz3+7lVO7FZKTdYTL4z6PdEna09UZsl8CwiFF55khJc7M/TRS/DdBySXTMeVADEMC7PiORSMkm6FGlNsPFPsMcgzDCAHTgemapjmQYGeOpmkPGobxxJE4wd/QAFTvlp1axWZRLC3ooiZ8Hg7UlUt5IB61xaLp0aURae+s5hjnPA/fTEbbOg+jWW8Ydg/a/rQm9oO8dAevXNQRzVNCqGoXtqa9CaZlKHUlwsEAN77xIzsqpNTw/NzNfHztsRDwJi7augU6ngz/HgGFx8jCVrQKLpum7k5wZkHbwdC8l/xtqsAtFJAa+U+zJCOCJsfWV5onibpyMdI0wrLIVmyB186Fa+eqO9mc2fJTcPS+L5inBKwOAl3OwZfVlvQdc8U3SjXRFXaGZj1F78WZI+ftr913V2ADd8CZThuZyRorybCmQW6HiKZOHFSZL0+JBGvxStnLXhfzx8bwQZzZUlLtfalo3zTrIWUhVRnAUwL/OjlmR7JnpWQKBk0y7XTTHVYuH9SGVxZs3cvJuah/K+qDYdLiD9Wt0HOc2UKg1zjTvejx+lm4tdp0Wot+LqNXm0aa8R4IqndJJ9KOhdB2KAz9/aE3AT1UUPFOjnQWJxyS+zboi5TKrEf2HNKyhEe299nRZI4xnYNhNsAFGTOMI1ay2i/xOBLcnIYEOG2AKUiX1W/4JaC2SFpxq3fJ7yvfgwvegC4KKfso/B7J/KhS6wcMDXUVs3FtzpV1fn7/8S6u6H8rXY6dxFaPhcnv7+IfFzRpeK1fhbpyHLPukwUNwObEesUMpQv6ki1lewMcgGDY4LHZP/P4uV1IT85MhEIw/hOY9w8JNC75UL27iaA+EKLWL49frh7GojLCc2TAouehZAO0PUHKKe9eDpcqHr9AvQgi1uyW4KLwGAl2GuudlN2S4gnf8eLSatZs8XN259EMHewjV8UVyjxK9G6+fkDS0t3PEzK4qlZ/OJCWKZkhm1Ocz72VULVLbW1hhOVaJcNrXvQPGK4c+UnuUEpG6cZYgBPFj1MlQEoS8mvvque2wsVMvGYgYXScFWtxUILVlpSh0i3yecc8Cz88L7df/2tFsC+JSOp2pnF8uyyWbk88h+PapShzAmW1PryBEFaLTrbThiM5k3Sg8JTAGxfAnogJbdlPohB97ouN7ib1B8NU1vkJG+CyW/YfJNeWAFGLkRSfy50v31k0O6HbGtfGf6AwwsILq94lAU7QJxlzZ+6R057RbSJzUl8hAYsrV80T1HTJUNcnefilagY4TNgf8Xgq0A2YBjxgGMaqfR3/G/4DKFkfC3CimPeoTPLJae+ATyaQOQ/J4nfCbSKN35hFyJUDQ/8Ar5wRG8toKvojjUB9IMSXq4v4cnVi90e9X7EzOKAXLo8FOCDBwRd3iGt50g7eGzZPGvWBMGFdscC7cuD9qyJeVRp8fb904CgmnnKPj+e+2cyrC7aS7rByz+ldObFTAZlpSROFvwZWvi/pXW+VLAil62UhSM5oaRbh+UT9itZPg5+/EQsGFQJe8FYIkdiRIZkXBSeixMjiorc38FOJtK/O3Qi3Du/Ada1zMBX4wj7hwER5U9/9UzqxjrtOzTWpK5f70AhJmeJQEO2d2RIQLn5JsgEjHlB3QTkyoftYWBJ3fdz5h8ZjqqFQZYzcBcpsQVrJcvTpkxJckY2eF6Od/g8gKVOWXiil3miJrLCr6PckwW63cdmgNqzYVcvcjWXYLTrXndCKVtnqZaGoup7lG7dydK6Vcl+Yn/QserTOU5cOGwp/XSzAieKnWRGRw4MPcmq8AWas3sMDn62hxhtkZNcm/N/Z3cnPUDy7vhp5dr5+QIKGwbdBp1PNQZZukSAjr0Oke08/oq3umqZxybiLeem5Jwhkd6Cyzk+P7u3p368Pn3/2KZifyH2isrKSN954g+uvvx6AOXPm8Oijj/LZZ5+Zjh06dCiPPvoo/fr1iygz203ZNovFQvfu3QkGg7Rt25ZXX32V7MwMyO8U6+LLaLo3q5n8/ocL+7s7LwU8wNHApLiUvoYYdR7BEPY3KKGKoFOx1z1F8PyQmC3Bpplw1ddiwtgYtOgNNywStVubS1SNGyIpvw9YNI1ct51yT4xo7LDq2FQZjwOByhm8eqdSg2dQ+3wy06wJ6q03DG1HpomTgwROe1YkTtiLX4JT/5ZwmGEYzFxbzHNzN8vp+EPc9OZSZt1+ojnIsTig72USsG6eLbokGc0IZzQ358mMkGQB4rFjkdotPBQQnsrblwix2JEhcgVHHWfawVZ5Q3sDnChemb+Nsce2ollW0uK6a7mZGL7yHRGgTA5gPKViL+LOl+CqdCOccLuam9RQGAasnw6f3Rob2/Y93LjEzJmwu8T6IS0L1n4iyr2jH05N1g7US5nQUyzHpGU1foFLbyoaWJtmyu8Wm1hNKDg5usIDSKstku/SpK6bJkFwelOZqVO19nqryZ/1e6YMu5a6s45H1wwyd87FtXm5CBLGweMLYq0rZfiaP6L/NBPSm1A58nEC9YPA0YjSuMUey0hE4cxptOBlucfP7e/GnsUvVxfRsUkGk07uiN2a9NpVOyWwOuWv8r4/zRKNozbHm1/Y6pRNh78udm2PUKbS7XazavVqdtYaVAW8fDv7K/IKm+IP64QM/YDNFyorK3n66acPWZDhdDpZtkysYSZMmMB3HHgVAAAgAElEQVRTTz3FH//4R3nWslshLfexa3+o3z8V9nknGYahG4aREfnJjPvJ2F+Ao2nai5qmFWuatipuLFfTtK80TdsY+W9OZFzTNG2KpmmbNE1boWlan7i/mRA5fqOmaRPixvtqmrYy8jdTtAM16/gPoaLOT3GNl8q6Q+T8nddeCLlRaBqcfK9yl2hs+NLku2QseFoyPI2BEZYMydrPYMt3suCqlEwPADluO89d3Isvr+rE/Gva8vXETjx3UQ+z982BIruVdLHEo+eFSg5TvlbDFzcOYPyAozi1e1M+uKY/3VzV6s+W2QJOf0xcyq/8Cs6YYm7ZBTz+IJ+vMJdJ5iu6Z+qt6YRbHisWAnMegY9vwJj7t4ifTBI0NbfH0BQLXF2ZeDZFXbV9NZKFSlbfBSyKTFRGmlX99Sbry4CUTlSO5dW7RLCx06my0Pe7Asp/btx9U1+RmJkByRQlZwqicBfAkN9JmfGsp+RZUqX8wyFx6Z7SE54bAo93h01fq+0XDgTuvIgNyUwpz0xaBk27qY9tf7L5Og64bt8LrMW6b+0Siw0sDrJXTaV5xUKa7pmDa8VUJYk25K0lc8FkCXAAaovI/ng87nCt6dgDQlomDLs/9rumwSmTpfyigq9GgpLitRFeiDqzu2a3uew4b0MJtT6z3QT1lXJtXzsPpp4pr2uxqsVHLVYJxLOPkk2HM2ff1/gQY+So0bz/0ecATPv4fUafdS7+kEEYjfLycs4++2x69OjBgAEDWLFC7vv777+fK664gqFDh9KuXTumTJkCwF133cVPP/1Er169uPNO6eCsra3lvPPOo3PnzowbNw4j6Xn897//za233irXPeTnX88+w2233mI6z4EDB7Jz5869rzlsxEj69OtH9+7d+fjjj1O+/+TJkzn22GPp0aMH992nEEg9CBzOIt7LwOiksbuArw3D6Ah8Hfkd4BSgY+RnIvAMSFAE3AccB/QH7osGRpFjJsb9XfJ7/eKwvbyOa15dwqCHZ3Hta0vYUaHwdzpQpBeKi+9ZT8GQO8SBuXkv5aFhxS7VSG/aeNLa7uXw4ihY8xEseAqeH6oWGTsA2Cw6fV276fThKJpNHUj7t0/iRNdPOC2N9O9yRdybOwyXtPPQu6WcoijVWPzVtPzkQu7R/s0/cj+iz4xzyaRGSjzJ6HKGlIheGC4E5DUfQ/fzTYelWS30aWk2RO3a1Dym1Veiz/pzwkSubVtAWOHvVGvNxnPCPQlj/mPG4rUoOlWCPnNGq3qnMuuTZtUZdUwsK6dpcMvwoxOsKvYivVBKQFG4C6R9PNnWAWRx2PCl6Lk8dRwseVmCwlSq1rXFYpFQtCqxPToeVodaqC4VidVTCt8/Dq+NEXXxii3qIMtTCh9dF9sghIPwyU1mrsHBwJ0vFhfdz5VzT0VCdxfAxDkSFLYeJB13jSwJY3PC0N/JAv/+VfDVveIXV9DVdKjL8GDbluQxFQpgqVV0ch0I7G7oPU7czC9+B25eAZ1Gq1uMvTXw46vweDd4egA8M0jI3Qp0bmrmG/Zvm4vboZrrQmIQG/TKd7v0NSjbnDp40fRIgHgI9V7CEYE9b5WUkkOKYAwYO/ZCpn3yPj6vl41rV9O9dz8MxAbjvvvuo3fv3qxYsYKHHnqI8eNjkhDr1q3jyy+/ZOHChTzwwAMEAgEeeeQR2rdvz7Jly5g8eTIAS5cu5fHHH2fNmjVs3ryZ7777LuH9L7zwQj755BMClbugaA0vvfAsl587KuG5DYVCfP3115x5pjSepKWl8eGHH/Ljjz8ye/Zsbr/9dgzDML3/jBkz2LhxIwsXLmTZsmUsWbKEuXPnNvrSHrYQ1DCMuZqmtUkaPgsYGvn/qcAc4PeR8VcMCRsXaJqWrWlas8ixXxmGUQ6gadpXwGhN0+YAmYZhzI+MvwKcjXCHjizCYZl0A3UyWThzlC2+ZbU+rn1tCat3yQ5jweZyrn/9R16+vL9Su+WAkF4ocvr7QV2T/mQUdBIeD4ArF0/viTg1/eBvBG+1TBDx8JTITqsx/AZPCfoHcdkFXzXae5fDtd+lfl2/R9LIaZmpNTdCfgnA2p0kJYfa4sQOm3jU7IZt32Pb9j1780cLXxCBuWTsWUl5l0uoHSzlqfSK1eTu/NHUBWUNebmoezqzNmSxfEcVmgYX92lCa3sNkFjSsemYHc8B3TCfb10IvvL2YeQls0nbOgtfYU820ormAScm9RldF55G8ZrYWMtjUZGkQ+Ewd53SmQeGN8VCiKDVTT0OQiFFsBkKygLc73LZcducsH0xZLU2c3I8JTAjzil8wdPQoq94SCWjpghePkW4SCAt+Be+bi5t2d0SVG2eI1kdgKNPUQc+Aa+4f0fv3dKNsHsZXD3LHBQZYTPvzVuZOiA7HLA6oLCLmJqGgzLP7Au1xXFigIVq5WoQg86gF859QYL3pa8pgyeLw43R4li08s2xQU1HOxStwGlZ8pNKoygKfw18FWeiWlcm8gZjXzXxZ3LdDu49vSt/nb4OXzDMcW1zmTiknVk4EWDnj5KFbdINMKBiq2TuelxwaIIYI4yogO/jtYL1ka7ASJCdXijlxqQNaK9ePSjauZ1pH7/P4JNE7sCm62g6fPvtt7z//vsAnHzyyZSVlVFVJVYkp512Gg6HA4fDQWFhIUVF6k1o//79admyZeS9erFly5YEs0+3283JQ4fw2Yfv0KVjWwLBIN3bNQVvJfX19Xv/pm/fvowYIednGAZ/+MMfmDt3Lrqus3PnTuX7z5gxgxkzZtC7d29AMkAbN25kyBCF3cwB4Mjl2QRNDMPYDWAYxm5N06KzVAtEdDCKHZGxfY3vUIwroWnaRCTrQ6tWipR6Y1C+GV49Szw/7G445wXoYE4t+0PhvQFOFCt2VOEPHjm33QXFFo4a9SZ5nk1oAQ/1Bb2Yvi7IFambKfYP3aquyTe24yAcigVjUXhKUy8s1btg9v/JhHX0aBh4vZpf4a2E189NDB6qd8DI/zPrc/gVGRtflXkMKMvoxC1zdzFvkwQOA9vl8sQZLTDRPa0OCnfN5sUTCqjL7oxVA9fWmWTpZtdgS3o+4cG3or9zaWwwrz2aIshzWC3M/NnLY99W0aXZCWz/sY5a3zam3WwW2MPqELPFWX8WjaNWA+DEu5QaSy6bhq1iExnTJkHpBsKdTqV88P3YrIpAs2yDZEQsdrn/fdXC8+k4wkziTHaeBtg4Q3zKkrHynViAA9JqvHu5WtMmu7WIDJZulJJtelO1qau3Cla9lzhWtUOCs+Qgx5YGnU+nPrMttU2OxV26HNeexfvWbPLVRvhOmY3zl0pGQ+xdakvksyyPGG32vEji1+Tnwe+R7Nkep2Ry0rJEMLBmD+S2SThUc2ZjDL8XyjaKsagjA+PUR9HtR1BPx1cr84JulbnWWyWNFAqB0CynjYv6t+K0Hs0IhQ3SbJbUm8nOp8OXf4hxuY46TrrTGtutFI4ImnpKhF/nzlPrmIUC8n3FC+zVFkvWOSnIseg655x9Fo8/dC9vfPgFPk8VaTYdq66bSkvAXmkMhyO26bNYLASD6o1dQ467avxFPPTQQ3Tu0IbLx0ZkQnw1ezk5VVVVnH766Tz11FNMmjSJ119/nZKSEpYsWYLNZqNNmzZ4vWbvO8MwuPvuu7nmmmuU53awONJBTiqoQtxUVrT7GlfCMIzngecB+vXr1ziySDzqK+CzmyM3KDJpfHA13LTYpE1i1TVa5jgTWpJb5bqUnIfDhZ4tszj9iZWk2eyk2dLYXrGe6TcPUZ9DKCgky7WfSer46NFq/xu7C066GzZOj7UrtzxWzc84EFgdYtS3eU5srKCzmt/hKYW3xsnkC5KhqCsTImkyf6W+zJwd2fqdnHtykNOkm3SoxMv097tKmcZeWmZj3qZYGWn+5gp+KGrJacn0Bt0CnU4h75ObyNswXSa9wbelFMfytzye4LjPca14FV9OByx9xoEz39RHkeW08dA53bn9neXM21hKx8J0XrniOHJUJGlbuvhftR8Gx10r16tkgwgYJiE7XIn+9rl7swL6qvfIc2SgjXgQSOJHZUcCqpA/tvC06KcWd0sy4gSkK0olChifPYiiYot5DOT6ZjRAmTgqRlgVt1dKpVnkzKHklOf558wNfDurkr6tTuN3Z91OE3cK4nHVDphxL+xZJpmk429JmUmpqvdTXR+kqj5AYYZD1LdVdhUHAm8FTD099jwuex0mzjUHOZY0uY5R4UJvlZTlblysfFktqyVc9BZGsB5Nt6K5C46sSrHdBSP+DK0HyjPvzIZdK1NaETjtFnVZNRmV20RsM4rtP4gWlEp64EAQqEssp9WXC39Sdb7KbLJ6qbrqqivJzs5i5OD+fPPNnL2BzJAhQ3j99de55557mDNnDvn5+WRmpt5sZmRkUFNTcyCfCIDjBg1h+66b+XHlOlbMfFsG43iOWVlZTJkyhbPOOovrrruOqqoqCgsLsdlszJ49m61btyrff9SoUdxzzz2MGzeO9PR0du7cic1mo7CwcZpNRzrIKdI0rVkki9MMiLYM7ACOijuuJbArMj40aXxOZLyl4vgji6Av4uERB3+tssSQ53bw9Lg+XPnyYkpqfRRkOHhmXB/yFUq7hwsFGQ4+vWkwX67eQ603yJm9mlOoaqkEKek8Myim45HRTPxvVF1TOW1kYtzynfx7QZeUk3qtN8DOyno+X7mbrs2yOLZNDnkq3RtnDpz9jKSjt8wTM8OznlC/bqA+FuBEsfoD8cNJDnJc+RIoxVtGtB2q5o3Ul8O4d2VHXF8harS1Ragmnw0lZn7VuuJ6lGpFvmohkg6+RVLZm+cqd6PBUJgXFpfzwdIgpx8ziW3FPmb/cyUzbs2lSaZ58m6W5eTpcX3wB8PoupZaT8jugm7nCQ9n52LheWQ0VS5YeqDWxIHRNs0Uwbtk0qsrF0b+BRa9KFkB3QLHT1IvhOlNxYxy/lMywXc7T74HFXpcIGKXUVjs4u7dGDhz4LS/i+JxfYXwLEb8WZmBrPYGuPfTdUxbJUaaW8rq2Fnl55lxfc0ebVHdl6ir9vwnpYQ6ypwprK4P8K95P/PkLFkI89x2Prz+eFrlpVD8rdkj80vAK9c6Valo7WeJ+kh+D6z/DPKTCKLhgPCi4mGEoWi1kLBVyGjyH/T20aWp4YXh8mtalvARG9nkYBKPBBFmbAzCITMvMeSXrE1ykKNbZF6qK5X5KuiX7yFFh1nLli255Rb5LuP7be6//34uv/xyevTogcvlYurUqcq/jyIvL4/jjz+ebt26ccopp3DaafvQVouHxcrY889n2Y8LycnOEl5ZUoaxd+/e9OzZk7feeotx48Zxxhln0K9fP3r16kXnzp2V7z958mTWrl3LwIGyAUpPT+e1115rdJCjqVJchwoRTs5nhmF0i/w+GSgzDOMRTdPuAnINw/idpmmnATcCpyIk4ymGYfSPEI+XANFuqx+BvoZhlGuatgi4CfHU+gJ4wjCMuHBcjX79+hmLF6t3KgcMfx1MvyuxdTenjRBbFa2wHl+AyvoAXn8Yp91CttOKy/ELNaP79nGYmcRuP+8l6HZOo1523oYSLn1x4d7fh3cpZPJ5PVMbenqr5KHXranFwWp2w5P9JXiIoml3uPQjc+tywCs7tY+ug5pd0HE0nPlPNTm1thheO0f8jRwZsPkbIXzmdzQd+lNRNcMfn0ezzDQ0TWNXVT3TJw2mU7MkjZZwCD6/A5a8mDh+yYdS5oxDhcfPlJnruLpvJu5AGSFbOot2h2jTsiWdmh0h9YbK7ULyjC/ddT5NfJ9Ui2xtsQSd4aBo37jy1NmZZW/I5N6iH6BJGWTLPAmSkrF+uizIi16QgGnA9ZL+b63IBh0IQiGoK5FMXVq2fMeKbqXiai8DH5lFKJw4Vy64exhNs5Iyi5XbpPsqHq5cuG6+Kbu0q7Ke4/86K2GNPrNnMx45twcue9I1q9kjJZVVwrkgrz1M+FS6+pKx5GX49ObEsTOfFAPQeBiG+FxNuzNx/MZFiR2bvxRUbYd/9krMerQ/Wealxii8l/8MT/ZN7NSaOAea997769q1a+nSpUvDXzMckvOtT2oSKOiiLF8GQyH8wRAVdUFcNp0Mpw1rCh+zw4ZQMJaFjfpQpQi0Tj/9NG6dNIlhw06WY46g4rLqu9A0bYlhGEotlMOWydE07U0kC5OvadoOpEvqEeAdTdOuBLYB0faTL5AAZxNQB1wOEAlm/gwsihz3YJSEDFyHdHA5EcLxkScd212i6KpbpLOmsIv41CgCnFDYYNGWCq6auphg2MBm0XjpsmMZ1D6/0enp0hofs9YVs6XMw7l9WtIsKw1XCoGu0lofP5d6qPOH6Nosg4KMFHwBpT/JPs7TUyo7RktEAVSRGanw+Hlu7k/cdXJLhrZ1s7PKxz++L6fOH1QHOT6PEJtL1omOiW5Rt8w6c6W77P0r5QFNy5JJXSUuZ0uDNoNh4myZ5K1pqSfI9EK45H3YOFNKd+PeS9mp0zS8h1W398RfLORBe2EP8BcByUJ0mvozKNrCXQ4Lvz8+gzTPTtg4DbKOYsRRA/C61bykqjo/m0s9fL5iN8e2zeXYNjnkuhtZTtCtcOYUyajVV0gJ78Tfg1WRbagthtINMONPsij3vBD6T1QHQ20Gw5TeiQvWxDnqc2jaXcrA7U6U7/ebv+1D5LBOVI5XvCN8k06npNbesVjk3tF0uQ9StGPrusbRTdLpUujiuOY2lhUH+f7najVlQ7NKwBSvZJzXUVmiqPcHTEmInZVefMEwpipjbXEswAHhKC19Qzoqk5/LjiOkXFy5TX7Pbg0dhinOVYNuY+DnubDuUynVnfTH1FpB/2mEAuayTs1uZeb8gOAuFC+5mffJ/TXkzsaXqqJlU29VjCjtyFSWug3DoNYXYlu5ZIPLgExviJY5TqyN1QVrKEJBKbN6I0GZpouIX1JAVllZSf/+/enZsyfDRo46MufWSBzWTM4vEYc0kxOFv06yCPtYMEtqfJzxxLfsqY6VSVrmOPnw+kGpA40GoKzWx4SXFrKxqBaX3UJVfYBPbxzMMS3MKq+ltT6unLqI5duFPNs0M42PbzyeJpkpdEyeGRTbiWS2gKtnq8tVtcXw9jjYvlAe4mH3Qd8JJqXZyjo/nvI9NJn/INb1IsBWNvIJjILO5GcmLZqGIQJ4r50bmyTOelraslXtpf46mVB81fK+rryUtfrDgpIN8M4lMbJ0Xge48E21N1TVDlgylYoOY7AE68hc/x4MuV1BDK3H2PED2luXiO2Epxhc+RjnvmDy8AqHDT5etpNb31m+d2xsv5b86fSuZpFBkAWjrizCRdpHxsVTImTu7FYy4dVViOCjyrKgaru0g8eXSk5/TPRwkrlU/nooWQNf3SedJSfcKZkZlTpxNPW/aaa8d5sTUotNlm6Cyq0Rfo1Lvo+jR6vLnJ5ScSxf9b5M6Kc8kpJL5q0sIrzo37i2fo23xSAYcD22rKZYkjconlIxaa3cKqagRWskOHM3BXdiJrKksoZznl/E9vIYT+/xczpyVq+WaMk8pg1fwhtjE8d6XQJnPG6+z1d9KNen/CdAkwW7tljduQZQvQdCvoiCr0ttJvpLQOU2ePOiWCkQYPgD0Gd84/zGoqgrl7lGsTk64EzO/7N33uFRlen7/5zpk54QEgIB6UoXAWmKQUQEFTsqKKDYUMGy666u7eeu6+I217KrsmsBFRUbqCCCChYUEKQLSIeEQHqbJFPP749nJpPJvGcIJsTy5b6uXM45Hs6cOXPmfe/3ee7nfkDGsIBXIpsma7jsvAF8/gB7i1zUeCOLUE5pkxRtXHi84HNHVluCkPWUDj+7Dus/m0jO/ynY4o7aOVfXdYpdkSuOwsomrkAQvcDlA9rTIyuRihovSQ4rH2zMo3NGAs4GfWX2FbvqCA7A4YpaFm3K5/ozOkWfOCETpn8NPyyVFEGXkeqJJRCQ1MPBYAoq4JOuyr0ujpqwUmw6idtewLz1LdlxZAut3p2A/6YvgQb3z1UIi++J7GC79H5ZkapEpRa7VEPY4sQYLxbBqa0QMuSuAGcrWek3tVS0aEdkNVjxLjGhU5CcclMKqzOm8uwH+0h0WPjD2N/TxRrXUMYLvmq0Q+ulV9XeL8SAzJ6IpqgwK6n28O8VuyP2vb0ul7tHnxxNcnRdqpNevUwiDnGtxBBPZUTn94le4J1p8vlOOV/aeFQVRhOHqoLoXlk/fCwVUw1Jjs0pJeNXvCw6i1gNGU1miQb1myjfk9Gg63MLecv7TrxnKg5JtZTXBTS4Vr9P0syh5rLFu6BoO1y3JDry46nG/uVf0IJGg47ctegV+9AueiaalAX8sm/tC/L9dzlHUiqKsv/WWiXzr+7Is2tK2VPqY2LfRIYlH0YLKBqqtj5FdET10x/9Jxk85zq8NDaccir6Aa4w0GdUFcC8K8KGiaffLN5RTewbdVxgccCFT8KmN+X7OnmspH9UxQg/Bs1BlOoj1P5AVVHVAKYG44+G9hNqn4LQFTYRv0CcIDkthHi7hSsGtGfemgN1+64a1KFpfV8Au9nMjsMV/L/3twLQOsHOKzecrnR5rFX0fVI6gEJ4Yhk4NfYFBHxqR9nq4uhVsbsS897PI/e5CjH7o8sJCfhlgqoPj0v9w9N1OLwF3rhKJraMnjDxTfWq3F0F618RwqTrIqietrTp1WC1itJy1T5gX6mbm17dULf97b5SVvzmTDJtDVJLljipQnp5XLh0vvsYGPfPqHOaNKJIrdVsUnM3V6Gkf0IplepiWHgrXPNu9Co24JUIVcgn5vuFEt4f0UDHAbLfZI7UNnQwiM74PFC6Bz57VFJMI34f1D4pBOBeN1QchJVPC4kdcqs8m1FkR5OIREUezPubEKdzH1V3gq8tg60LIvcV7w67QNeHuwJta2RTVG37h+KX1PCz+T3iJl30g2zv/Fga4Z77WPR5rXayVv6O++MycXduR9LWZWJloGqca0sQjdma58Whd8AUiRSp0HG46MZC15DeXfyLVNj6XuTvd83zcPqNTSc5AX8whV0J1niJcMcquW8M7MkyJugBIciHt0r591EWmD93WMwmslIc7C501ZWBt060tVi/TUCieNa4yOc/sRmMYn8GOEFyWgjxdgu/HdOd3u2SWbGjgFE9MhjdMxNnQ4HhMSKAzutrwlZChVVu5n97kD+Miw6tntwmkbbJDg6VC6mIs5m57DSFUVp9eGsBDawG2g6LDU6bEqkXcKZGldADIuzsdJaUL4cQn64e/MxWGHSDeN+E0P8a9YTlKoC3poQn4oLv4aPfi2V+Q52Fu0KcXUNp2sp8+Pxv0mOqKYNwp7NkJRhyEnamqn1cgAXrIwsBa7x+9hZWkZnSQJej6bD6+UhvoB8+hrHRZDUt3s6DF/Rg4n9X4wsKZO8a3Z1Eh+L50gNhvUYIpfvUZawBX7QR3sFV6shXXBr6pS+gLboLasvQTz4f+l6Fphooq4tg9sjwoLp7Ody2BuzRom5cwUq/kPZi4+vihdMwoqdpUi0Wau1QdgDevUmEtA1htgqpqj/BO1LULrd6ANK6RFbwpXY0LvsNkYsQDn6rbj8Q1woueAJ73lrsRTtFR2ZY+q6J+HvIdHkeNLOIr1VIyISpi8NVQ+ndjHVJqsqihmLZ+vDWCHk3WdX+QyGU7IGXzhOiY3GIYL/TWeqUaGNhtYuWK6OHkG+Ls3mauv4M4LCYOTkzkRqvH7vFhMWktai9CGarpDXdFVJ56kxrVATql4ATJKcFkRZv5+rT23PJae1wWEw0R7stXyBaU1Xs8uAP6DQ092yd6GDBbcP5aMthqtxeLj41m4wkg4HSWytGW1/8TQbTs+6B5A7qQSqrH1wxV1o6JLSBcx5Wixctdhh6m2g3vl8oupVL/yumVw2hadCmN4Gr3kDb9Qn6ScMwxaWpHZICAbnW+jiyVQbkhiRHKV7Mk/SFKvJfUyqrR59bJkGD0nivPRXLDcvRNr0BegC939X4bCnKU/Zv66ChbDYrWTWgaOp0hEHFQ5/sZFbfN5LaymJszkRsdmd0lU4IPS+KJKa9LlGf1xovPXrK63lydjlbGZ0pqoFXcrtx1aTlOC0a3xysobPLwckqPe+RrZGrRj0A2z6AM++OPnb7okhxaU2p6DIaEgI9IN2k68NXG1l1F0LAL4ShcIeQlyDhUN4Dsx3O/RO8fZ2kd5yp0szRoiDFFodMwgXbwvs6jYghbm8taZeTx6r/fwiuAnj5/GC3eIeQ83P/DMNuNzhvRuOanQ68Dtb+L0z649PDfkdR11AEK5+Cja8JyRv/jESJGpLYmjJJNYfcyn21sOAWuPmrJjfuxWw9Nid1b60QosaYKDY3QpocnzucQjdIo5tMGjaT1nIaHBXM1sbrsXQ9PI62cHXVseIEyWlhaJoWlVZoChLtFnq3S2JLngzkJg2xLzd4j4wkB1OGdTz6iV0F0oww5N+y/QPpNK5o3oczBXpdFDRzs6lTDiEkZEhefcxfRENjVMkR14qCzDN5ZsVearyTsezUmDGiA23jFDOmxS4Tyd56fU4UmiBAqpiyB0JuPfH50BnqFEFNKSyfBWuek+2MnjB5gVI/UlBr4o4385h5xgQ0DZ6ef5h/TMikvSKSPrxbBpf2r6K81ofPH2BElzRS7Ar2ZnVKWmjbB2FC0Pcqw/vr9Jbj3PKGeAS1GxgkDIpJRTNJ+4P07lK23WWUsTVAfGupMFsQJAQ9LoRhM5TeNy6PnydX7OfJFeF9Ewa4eeySPlgaMu6U9kRBYUYICMmKui7FBG6yQrcxkeTNFh/dkBVk0sv7Dk6/AVI7yf3dvkjSIFHHJkgq6+Ln5HMHfFCwHU5SdKlOyBDB+YJbxGul67kw6sGmp1RCv8P6UZaG6dz60PUwyYhPN9acpZwENyyX9hbxrWH4HWpyFAjIwuTrJ2XbVQRzL4Kbv4gmHX6v2DPUh/eGbo8AACAASURBVKsIaGGNR3muLNLKc+VzZZ3aYh3DgeCCyitFEWZruL1DE6JZS5Ys4Y477sDv93PDDTdw7733Hv0fNTdCUoLyg0Ghdmv5PTYlSncc8fO8qhNoNFol2Hlp6ul8vDWfvUUurhrUgXapTcx9A+z+LNKgzl0pq2cVyYFg/r0qGOLUY6+c7IlHXVm53D7+8vEu3quX2tlT6OL5aweQ0rC+Ni5NIkIrZkHutyKOPf0mtZ1+fLpMQhvfgCObYeA0WXmrUFsRJjggabDti2X12wAbDpaxdn8Zk/eHS4e/3VdC+7ToyS3VVMvfz44XTUhcqvTRMhm0q0jtCDPWibdPcnuZkFV9iwI+2PCG6FwG3SjpgiX3ieFdw+OtcfJ9JbWDXpdJGsBTLVG4hjCZ5P6e/ZAM1CazlEkrYLWIBqh+wWbbZBtm1fwanwln/kYm14Afel9m2FiW9oOFUOwPNgvsfbnaH8ZkEqJ9xt3i8pvYRjQ5VgXBcBUJydv7OXzzH3k99FZ1JMdiF+3HnuVCOLuOgj6XK8v+AUjrJM+Y3yPHNEcUIbFNZITIFm/cr85dKRGtZQ8JuRn9R+gwTE2O7QnQrr+0MdDM6spFkAq4H5ZE7qs6ItHShnCmijN4ff+dXpeqv4e6a64SzZ09sXk0NlVHxOgxFIHc9YlUh7Y7Lfa/ay7oOj6vm7K960lJjBPPG3uiRMN/JPx+P7fddhvLli0jOzubQYMGMX78eHr2jG6oelwR8EdGzquOyGcz/wTRskbgBMlpBvj8AVxuH3aLGUdjbMSbGa0T7VwzpGPznrRV1+h9qkaHICH816+SPkgmM5zzRynrjLFq8voDWEyaYcrO5fHx7b5IbcD6A2V4fAarwcQ2MOYxGSgdycaDNchKdejtQgxiHacawCvylYd2zYieQFSdkAE0dxnaf0eGK5HSu6NPekd5LGariGx7XWJ8nSApguyBUjb82aMSFTnzbnWvL48LVj4hXjIhDJwmVTUNiWF1McyfHJkGuug/Uhbe4LuzmDRuHtGZ5z6XNgyd0uOZcHonNJWpWVyqOB4PukFWg7aE2CmdCXNl8jaZgyXvBpUwFodoxPpcJpO21anWWlkd0tE6KUuIUGU+LAiKr1WIbyXEpseFjWtl0NyVOgkZUgG3Z4UQtJ7jY3dXf/3KMNucNwFmbIgdYT2aHs3ihG7nSn+x+tek1NNZ5F4lZcHmt0VH0+sSdWQVxFNp2UNw4BupRht5X+NSbbEQijTUx3dzW4zkbNy4kTvuuAOPx4PNZuHJh2bSr0dXYnQfOirWrFlD165d6dxZPHyuuuoqFi5c+BOQHNWYUvXTpAQbgZ8wAfjrgKuqHE/BLkzrXsR7YA21FYVH/0e/BLQ+RRr7gaxuh84wHlS3LxaCA8Lylz1oGEqvqPGyek8xv5m/kRe+2ktRlbqMPtFuZUS3SFHh0K6tsFtjPLJ+j5QjK1okRKCqQPRD798mpe+1Cs0GyERV3/nVYof+E5WHZibY+P2YbjisJuwWE3ef05W2SQYEasdHkaXWRT+odSPHAotDVtprX5DBfcdiWPqggZjYCzuXRe7b+bH6vvnc0TqXTW8oK8c8Ph2nzcKCW4fx5k1DePCCnixcnxt1XB3siULgkrOP7lgbny4RkpQOsQnErk9hzvmw6W1x7X5+hBDAhnCmwtn3Q+uTpaKocAdc/cbRG8s2huDUlkuJ846PJFXiVVQP/hjYEsQjqOdF8trIJiF/U2Q4TdfVFZDHApNJiMqQW+Xete0fdBQ3SjenCSG8dLYQWSOBcG2FOIBvelOE4uteFLNHj6LKDYJNOffBgdVCjvwG1aHWuOj7k620UWl2+Hw+7rjzTqpcLjxeL1WuGu7441P4/UdJ1/m9YRsERRVpXl4e7duHU7fZ2dnk5eU19+UfHWZrdMTTbkBgfwY4EclpAvwBHXPhNhxzx9Y9lO4z76V66Azi4mKsmn4JiE+H82aJozOaoeU9IMZn9aEHDInG5rxyJv1vNQDvbzzE17uL+OeEU6NSUE6bmbtGn4xfh893FHLaSSk8dGEvkp0GxKE8FxbeBoc2yIpzzJ/Vq8HqEum4HCpl3zQfrl8KHQZHH5uQAVM+FC1C1RFJDySo03UpgRKm1r7CZdddgY5G0g/zcPpvJLLFWhCqVItR6qOx8Lth74rIfQe+UVej2eIh+3Rq0k6hKuM0Eg+vxlF9WL0SM5mjhcdtT1OmHkyaTlm1B78OZpNGVa0Xh7kZdRh+X2yfHBBSd/Fzko5MaQ+T3jHuXH94E7wX7Hi84yNJR146u2nX6POIQ3ZtmaSX1r8mouKsvk07b20lbHlLUpC+WknZjZ2lJhkqv6NMxb5jRXw6nP2g6FtMlsZVNh2NFHqrYd8Xkft2fwpn/S46beWtlcjQoqA43ZEiLtlpCp8vR7I8Bx/eKQuuUy4Q+4UWQFlZGR5P5Pjn8fgo9VpJN3p2/R4o3iNpQc0slU62+Ihoaawu4y0Kk0Uq9srzgh5XbWJHxH9inCA5TYC3uhzHyr9FsG77qqfwDpwK/MJJDsjqujE9YfpfA988HZ5M2vSVlWYD1Hj8zP1mX8S+z7YXUutVT4StE+08fEFPqs71EWc1k6By7gVx4X0/GGkadruIir9+RlbqDQdZjytMcEL4drboElQlk4mZMPgm9fvWR8F2nKufwrn6qfC+joOVKb5AxxGY2g1AC0a/9NNvxm9LatqP0ZYo2p68emXO2YPUYkBnKoUXvMg/l/7Aqq0VnNVlAref2410h+KZjWstRKF4pzwLlflSCqwY1BwWjQ5pcVz5/Df4Ajr9spN5/tqjpAc81fL7iZVK8Xulh9aBVaKs73imEEXVAJ/VD54bHv5N/vCxeCY1hLtKejzVx86lMpE2RdLmLhdtUele0RB1HSVRttoK9SKhtiLs1B2fbhwt9VRIa43Q59rytkRau50TfWxChqT3Pvl/sn3OI7EJiatI3t9si502hEYZnx4TLE7xUqqv9+l4hpr015ZJWqv+9pf/hPP/Hv07t8VDjwvEMygQkGtWadmOA1JSUrDZbBFEx2a3k5p9srFFQVWBEBwQ4lC6T6KM9aJR2dnZHDwYXmzk5ubStq1Bk9bjiZCnTloniRKaLE03Uz2OOEFymgCLxUrAnhyZ82vqivyXiKS2MH2V+JMkd5B+OIpSa6tFo3tmIh9vDXfnbZ1oJ1brrji7xbAPVx38HhjxO6kA2/0ZdB0tlRSeKvVKsqFzbKtuqGvTgZpySmv9+AMB0pxmTEYmaWkdo/elK3RNgNlsJnDBU+gWB5gtmKqOYGmqJ4bFJiXR1SWw/UMhmhc+qSwJdbl9PP7xLt7+TvRFe4tcmCw2fnfeKTgaVuWZTOLWu+xBmbi7jTHsAO7Rzfxl8fY6W4ONueWs2FHAVad3jD444JcI4Gd/FkfinPskNajQeARqKgiY7Hjs6WhWO5aAjtVVAgmKctctb0eG+g9vUvc2sjiEENXXmCS3NyzPbzQCulR3hfydlv8ZJr2rFux7ayRN89E9MlkkZ8O0T9THuhVGmMU71STHniiRiw7BBqZx6Rg6y1UVwBsTRbAP0l1++Exj/Uxzw5kspfuLTOK/1PlsiR4rx1E9Ov3qq8FQ52JxqP26jjMsFgtPPvlkPU2OjSeffBJzQ7PPEHQ9+hlV6F4GDRrEzp072bt3L+3ateONN95g3rx5x+ETNBIqwvYzxC/jKn+msDjiCZx9P+z5TCZNkxn/+U9gNfBS+dXC6pQJfcyfYx5mMZmYPOQkvtldzNr9pbSKt/Gfif1pZdSBHGQV5qmUQc/oR2WyyKp80xuyvf9r8RDpeKbiIhxwwb8kjF1TKlU7vS5VnttXU8HuwmoeWLyX0movM4a3IaeHieQkxQTgbAXjnw4aDQakf5eqzBmgZA8mdwV8+6KUrg+6QVIQTUV8axFf59wn5M5gRe5ye1m5uzhi3xc7i7g1xxtNcqqCRoslIibmhyUi4Bx+lzS4rAe/30/bFAcPjW5PZpzOnI0uDpUpxNsgrsv/PTtMNnd9AjO+UzpPB/weLK9eiKVY2lb4OwzDc9lLKJ+aht2zrU71c2O2iLNv7rci5k1qJ9GPpjanDHhgdb2KPF2HVc9Am+ei04E1ZUIeQ2mI8ly5tzm/jz6vLU5SGKHvwWyT0n8j1JTKdwdC3IwiOQfXhAkOwFf/kOrBliI5IIukS54T0herGs2eBMPvhM9nybbFIRYLzdXWobEIaWc0k6H3Tb9+/fj0008pLS0lNTUVc6yO4iazRN/q6/JCjWPrwWKx8MwzzzBmzBj8fj/XX389vXr1aq5P9avFCZLTRJhSOxKYvgrdVYQWl4rZmfKz9Quog6tQJuK49BY3cWodKOKFkV60tD7oPjdxFd9iDuSAWTFQVRdLs8FtCyUVc9pk9WAd8Ipwtj62fwinTgJLg8iLMwVadaFs6pd4THaSaw9hj0tThltL3CaumbuFvu1TaJvi5P99vJ95bdNIVkmTnMniYdN9jCwsnSnGegR7krjBhlxw934huiAjVJeEfXISMmP35WpEOiHe5GNo51TeXR+uFDujSyoJZoWIUw+IR0x9HFovk7k5MuqSZA3w6XUdMC39A1plPrMGT8fbMcfgMxVFRtP8XhGvK0iO/8j3dQQHwHzga3R3OaAoec/sJVGMHYvkPo95DMOVfkKmdDP31YoOIj5GxKOx0Ezy3VfXI5HONDFVjIIerRcy8r7REZuE7YskTdN3grSvUDWAdRUJMd33lWx3HAFXvKT+7TQUkOu62p0ZRBPlKhBilHqSeOw0VxWZI/noxMoWD4NvljRU8S5Jx6qMRI8n/F5579CixJ4k90Ex5pvNZtLTG+nIbHUKQa8uDhK9JOXYPG7cOMaNG9eUT/B/Dj/z2fgXAJMZU1IbSGqkC6euB1csP0G/Fa8bDm+ED++SSXPk/dJ6oKVWbYEAHNlKsrcSPnteftTdzxNdQsPSZb8fNr0FS4Kr2r1fyOA96sHolIbFLtUeuz8L7ztpmDrkbbay39KJ372zmX3FLq4a1J4pwxJRDdVuv847k7uStutd7DVHKJtyHd+Xu+jR3mBgtdhEGxO6JiPkNrD5rzhkHMmpzIcvn4CN84QAXPwstO4Flh//040PVHHfGcmY9ACr9ldwVpdkbh8Qh8NfTZSWzOqUap6t74X3DbxemVZK9JfDa5fVeWiYFtyCbdoySFEZSKYJWas/yRv4FZkUvxXNZED0fB7x1Rl2u6y2v38fuipSOiE0d6l3YhZc8KSUbXurxdpg5B/ArngW7YnSEHPVv+tt36g+rwZ88XeZ+OwJ8OFv4KrX1MdWHg4THBBhb9URNcnpcrbsDxkHdsoxTrlXHpL2GiEidsbdkt5Sfbbjhbg0+TMyjmyImnJJZ8e1ajqBBfmd1v+tuitEQ9PUqdRkAZvl/6bc4TjjBMlpSVQXw44lssrsMV6qgJp7kI2FmhJxKQ1FBd6ZBrevax6SU10q2grNLFUPNgP1pskk7wvAIimfPv8f0ce5K4QMXDFHBmF3JaybGyREDc7tTJVU0ZL7JAWQ2gkGT1eKY4uq3Nz4yjp+OFIFwJOf7qJn22TG9IomqZkWF7aPpsg1mu20Xj+H4bcq+iCBTNZVh2HbIol+9LhQIgWqqoOsfpHbsUL0+7+REmeQVghvXgvXLTb2LGoMTGZaf/kwf0ztjuvk00g4vBznmiNw3uPRxzqSYexfxUE5bx2cdq1UV6kQ8EW119B2fQLtT1ecNwWuflPEtCHCrTIjBLS0Tugdz0ALTtyBvlfjt8WjjEG2CqZ0PrpXCMd5j8XucN7c0DSJMMxYFza3M3p/e6IYIvadIPqk7EHGKU406Tqu6xJ9GXi9VLeoKouOBQmZcMtKIUUh8mCU2vpubmSk6ZtnRJTfkiSnsdB1eQ4W3yO/y+F3ynjbmEKKmPj5CmxPQI0TJKel4PfBhnmw9AHZ3r4Ixv5NTNhi5WubE16XTCj2JAmvVpdA0Q5DgWyj4SqED++Gbe+L6v7iZyVC0zA6o2nRnZ93fATnR3fVxhYv+fb51wrJSG4PE15RVm0BQiyG3ymuzNkDDUPuPn+gjuCE8PWuIiXJsQbc0P9aiTB4XGCyYDq8AdIUrqVVBTBnfFgzsfo5uH6J6A0aIj5dXGhX/UdIxLl/NtYb1a+WApkMFaWkxwSTBc64k7hFvyUu90u5V+f/U10hEZoscr8VMfnaF2GcgfmYyRKpGwGJFKhgi5MU5LSPJRUT18owzWvxu9GHzRQiZDKjuYqxqQzJQNJFaZ2l9QSapEGbq/KjpkyiQ2Zr7MWJ1QH+BLkWe1Ls949vJX9Gbs8h2OLF9Xrre/LaGgcT56uPTWwjFUp16aozjYmWySTH97k89vtD9Ge2xfOznfRdBfDKJWF7i3dvhJu/bDrJsdgl9egN+lw509Q2DT8Gfq/8Fk0mcRVv0Tbkv16cIDkthdoy8Xioj01viJ19rG6+zQlbomgQnKkScjVbpR9TU3F4ixAcEBK18Da4fS1YG6QpNA06j4ANr4b3ZfUzLKvUv/k3Wqijc/lB9M/+hHZ5w9aWSEh616ciJgY535QPZeK0RKc1hndtxcpdYc3EuQqCA6CZbVC4HRb/Vna0PgXTxLeUx1JdHDm5l+0Xd2QVycnfKFU/Y/8qFWBf/E30FqoVdN8JIlwNEZsuZze9O7AzVSbJ8U+LQ3J6dxmoVROAq1C+z+Jd4X1t+oqPSQPoZjvaxPnwycOSZht0E3pCpvE0aDI1LspSeRht3oTgc6KjBfwwc7362IpD8L96xKr1KTDlg6Y76FYdEUfk3Z9J1dJl/1N/tyDf+6LfwKF10OMiuVdN7ZbtTJGoz6AbhWg5Uw2bxRKfLhHQysPCQRLaNE+37t6XiUu0u0JI/wX/kkm+JVFbLlHjijxo1UWE4ipdoc8T7d+1/+um+xWZrRI9C/hlPNPMzaPB9HukI7zfA2hC1O2JP+vS7F8KTpCclkKoMWT+hvC+9oNbNgdrtkl1zKagb0hWP5hkMGkfC0JVHCF4FeWuIXQ5B4bdIRqT9O5w8X8MxcRa1eGIXZqrUASvDeGpjKxoCfgkxXNhryiS47Sa+edlPZmzcg/bi7xMHZhO9zSDn4EekMhFCIXb5S9VEclReaAYlZs7UmDP5+IR4qkSEzrDBortYdoyWP28+Gb0vzZmJ+dqj4+qGi92q5nkhj2+QtA0GUw9Qev7hAxjp1+/J1qcWlUg+qoGK02dAFrJXqm8sjrFRbiphAzC+qb65cNGq+d9X0ZuF24Xo0QVQkLaw1vEAiA+Q030fG7pvr3rE9nev1I8aM5/IjpVU1sJH/1eUtIgz2GrLtJLrakTljO18V4v8enNQ2wizpkBk96WyGpilpy/JU3g/F6J/IYMHJ2pcMtX6tStxR7Z60vToMvI5rmOGN3Eo6/ZJ+OIRtBPxiA64yqqZ6CqS6VderfGv88JGOIEyWkpWJ2yoqspEzO6zmdL7x5VE8njBU9VmOCARBTKDjZds9BpRKR4sc+VxuQtvpX0phl6m0yABkSg1uTEN/guEnZ9UkeYqgbfiW5KJkq9YomT96/fUSOprVIcmxQoI/nNS7irdV887ToQ//XHBIbfCWkXRx2raxqaZoogbAGLXd0LxZ4kndU/+6NEXUb+wdjqPKmtkMu1L8oAfeNyMBsIlZ2potXIOlUm9hgh7OLKav65bBeLthymT9sk/nZ5H9qkqEzVKsRs7K0psq2ZJPWR2il60jbZJPUTMmGzxkmVm+I6NL8X3r5OnrMQLn8Zko/Sd+toSM6WqrUfghV0p99oTMoa2ga0Ptn43lYegmeHh0t3xz8jBnsNV+Y+txDR+ij6QTxaGt4vb7WI++tj/0oYMLVxLSGaC95aiR6DpESP1puqMag8DLPPkugeiCP6wOtb7nPVlIiXzvVLgtqkMvj+Axg6PfrYhCAhW/G4RH3OuAsSW9g4z++VRURtufzGUjuJaFxFdKJS0E1MSZ9AHU4k/VoSCZlw4b9k9XHBP5seQj9WmMzRP7Dm8JhIyJTPdPmLcN1H4pcTK/dtdUo0wijSAZg0E19WZFAw9WtKznmCgms/Z2Wgt3o1HJ8G4/4RbpeQ2RuG3KZcBWkBPxTvxrp5HvErZ8Gh9ZiKdiqvoRon1WfeX/ee/vbD8KadrL7guDTxF7l9nfi9DLrROA2pmeClcdJ2Ycu78NZU48hXCGbrUXP0Szbn89qag5RVe/lyVzH/74PvqaxWVG353bCmXvsCPQDf/lfdeE9DCNbk9yU9MeUD40lN06LN2nSDcuRjQXw6XPQs3LER7twMIx8wfnZCBLLDUOh9hbg1G/3Ovpsb6U3y+SyoKY4+zpEkVVD1MegGdarGmRKtbzltcssSHHclbHwdnj5N/ja9KRGmpmL7B2GCA7D8MXVfsOMFzSJGn69cAi+NhWUPQ7cYXkFJ7eCch6ShbPYg8aRqSXhrwlFQPSDpM6Py/IZpt6R2UWn866+/noyMDHr3DrfoKCkpYfTo0XTr1o3Ro0dTWiq2DLquM3PmTLp27Urfvn357ruwtm/OnDl069aNbt26MWfOnLr969ato0+fPnTt2pWZM2cq20j8EnGC5LQ07Iki9ItlY3+8YEuQ3jMhotP7suZxBNUDEpb1VIuYuRlWIWaTRrfsTG54v5jrNnRn8gfltG3TBqtZ8cgGggPI5S/A9K/FiM/Ib0Qzy6QTgsUBp5yvPLTcZ+VV70gOX7+OguvXsHLAE3yTH4OMWJ2Q3E7+YlkEVOTCNe+IUHrs4yKwVjXSPAb4fX7W51aS0z2dP41px5WntWFfcQ21bkV6zxof3T8ruYN6ta8HRH+h+8OpiZro5pwAmjMVvb5WJ60z2knDf+QnaoD4VhK9sSfFJtBmO6SfIg1l+10VO4LR0PjPkWKcTugwBG74VMqmpy6Ck89Xk06LHQbfChf9G/pcAZMXSmVaS6K2AhbdJd+bxyWWEZ4mNoAFcDQglo6kltUd+2rh00eEPIBE03Z+oj42EBDd24tj4N8D4eungmNTy2DFihVcNnEKQy+9hcumP8iKVRuMCQ7IIqZ1D0nhZ/RU6nGmTp3KkiVLIvbNmjWLUaNGsXPnTkaNGsWsWWKU+NFHH7Fz50527tzJ7NmzmT5dol0lJSU88sgjrF69mjVr1vDII4/UEaPp06cze/bsun/X8L1+qTiRrvq/BEeSrED7XRns55IQM5rSaLgKgv4ZwYG0x0Uw/qkmVTJ4/QEWfJfH45f2xGmz4PH5eeu7PG7N6RrtyltTAiarCPcq80VsWrxTqsYaiprNVlkNth8iQuHOZxlGUeymAMVuM2W1ARwWMzsKXYzr3wz+RsntYc6FYaFy78tEn9UEmC1mHjg7E1vR98T5cvG0tlA1ciCJcYqcvi0OznkYCrfB4c3Q7jQRtaqiDfYkEVpu+0DSkZpFVsUq2OLRBk6DnhfLs5DUrnmild4a6ay97AHRMY19HFp1V1clugrhmQFhfUPXc+DS/6mf8y5nS3n7wTUiUj/3z8ZaH2eKaOoa08k6vpX0c+t79dErJ/0+MUbUA0LImqO/ks/doAt5QN3a4ljROUccwvevlEn44mfFULQl0XAxYKS3qi6ENyaFG8su/7NUfLaAZceKFSt44IEHqK2VKOr+vMM88Pf/8uiDvyVnjIG/j6YdVeszYsQI9u3bF7Fv4cKFrFixAoApU6aQk5PD448/zsKFC5k8eTKapjFkyBDKysrIz89nxYoVjB49mrQ0uQ+jR49myZIl5OTkUFFRwdCh0gpk8uTJLFiwgLFjxzbtZvwMcILktCBcbi9HKtys21/KwI5pZCTaiT9aX6bmhiPJuJv4j0X+xsiw//b3ZSJqAslxWM3cPjgF24c3YtotXit3X/wiDtWkbXXK4NC2P7i7QVwKeGrVE1ZcqrjifvWUCKSLdsngp0ArB/z+lAJM794A7kqmnX4zum1m7AsPufjGmKwC5XmY6ldibX0XffSfmrwoTtYr0fRqMFmxBbyk4kIzqVNmJeZW5J/9Mkk2KPNotNNSlYaIdY0NM4P28XGtjT19IOj07AB/RvOlB2pKYc4FEmXRA/L6lpUSEW2IvHX1BJyIWNhvYLSYvxn3uKcwWx3ogPbDEixtmsEmv7pEogh7vxACm3KSceS24HsR0zqSpGnowKlNby1hdUC7AXIvQCJJzZKWbi02Dt5qWTzEpbWsY3piFox+FOZfI1GRpHYSLVNB10VzVR/lB5teXdUIPP3003UEJ4Raj4en//caOWMvbdb3OnLkCFlZEo3PysqioECKQPLy8mjfvn3dcdnZ2eTl5cXcn52dHbX/14ATJKcFsf1wJZc/9400btXgvVuH0699U82pfgZI6xy5ndqp6YOfrmPb/JoQHICDa3B8/Q+08/4SnYLw+0SL8cXfxM/llPNhwPXG505qC6MeEOGoM8ZA7a0WghMkLqZV/xYzPJW7td8rnkNL7pMBdsyfJeysWJkFHKmReWJ7Mj5do6l1FJoeEC+V79+Htv3RMnpIY8cG4naPL8Dzn+/m+S/DJba/O9fHzTndMTfsluqtkTYOtngpI0/IlHJ5o/Llynxx5i3dC2feI5NKUysIaytg6uKgxkkT0bRRZCKzd+R2Vj+J8ilQ2GEMN726gfUHy0h2Wpk3bQK9mmrnEPDL/f/wDtn+6p9w0xfqydVVLKStcLvcr/7XQmVB00mOHpCoVPkBQJPIYXPpK+JbAS1kedEQJpM0h525UbQucWnGZfzWOOg/WZoGg0Tq2g1okcs8dOjQMe0/HlDpaTRNO+b9vwac0OS0EGo8fmZ/sadurAnoMPuLPbh9zSDM/KkRnyEahLTOIvi8+o1mGKj9mEr3RezSyg9E9/oBCWGvelbElsW7YOWTYmUf60dqTzD22Kh/Xo8rcp+R1qe6GF6+QFbv+76El8+XNIQCleYkXCMelIE4IZOyC1/AqLBO3AAAIABJREFUZWoGjVb+Bvj6adEnfb8Avv43aNGpOI+7lp2FkY0ztx9x4fcp7q23Vrxn5l4k3i9zLzJ+/+oSeOdG+PZ/4lv08rhIoeqPhT1RRK/PDIT/DJZeWkZC3sRMmPiWpP96XQpXvmZYSv3lrhLWHxThbHmNl4c+2EGpS6FhOhbUlsH6ueFtXYcNBu0X/B6pxtv6rhDJRXcbR52OBT639EZbMQtW/EVeN0cD2OMEXdcprKzlYEk1hZVHSavZ48VWoU1vY4IDEhk7+wERyl/8HExfGcNN+tgQ0HW8/gBef0BJDtq2VV+X0f6mIDMzk/x86UGXn59PRoZ8xuzsbA4ePFh3XG5uLm3bto25Pzc3N2r/rwEnSE4LwWrROLlNZPj+lDaJWH4NbNlXC7tXiIC2xwWw9qXI9NWPgcki/YdCk5lmghG/U6faAl4o2Bq5L39T094fJN01uF5VTWZv44HSVxvZcNJdKQRBBWsivj4T8d30Bd4pi/Gm91QLqo8VRxqWOW9HpQxNsOrcNDSrjgOaNLhhSBY21SX43eHVMEh5+K5l6vf3eyWSFIIegILtx/QRlAh4hbgG/DKBL/2DmuyCEKLu5wrRHv+0TIgG8Hojz+H1B9CNzttYWOOjhcaG4mst+jkt2NG09wchz1anaL5K9gS3f4JeeY1EXlkNl/zna87863Kumr2KIxXNRMji08Xe4tSrJdV1NAdhvw9URL/+IYEAZdUefjhcyc6CKlxuH4EGRGfGjBk4HJHRU4fDwYwZM37Ux4iF8ePH11VIzZkzh4suuqhu/9y5c9F1nVWrVpGcnExWVhZjxoxh6dKllJaWUlpaytKlSxkzZgxZWVkkJiayatUqdF1n7ty5def6peNEuqqFYDGZmDykI3sKXXy5s4izurfm6sEdMDfH5PZTo2QXfP8elO0TEXDpPvGlaGpPrJSTpBz78GapPDBKkVicMOA6cTQFIUT9r2nae4P4+HQ+W7qLe6tl28jXyBon6amQn0p6N8MWFKkmF7x5kVSHAOkDrkMb/cemX2//SdLsMSTOHHSThOkbQjPTq7WFZTOGsO5AGad3TCXD5lZHtTSzfA+HN4f3pXVRv7/FLvqmkPu1xQGZzeCo3XC13JhKtEYITEd2TaRzejx7ilzYLSYePKcdaRYPoEived0isC/cBukni+BW1bPJ6oAz7hTSm/st9L7UWKhttkq0KdSbzOKADk0ToAPgTCUw6R1MH90DaATG/g1TLEFzqNRZ0+RzNZfOprpE7oPJYihA9/j8PP3pLnJLJbK4u7CKeasPcNdoRXf1Y4WuSyRR14X8xqx4PARfPyO/8zPukhSfghT5A9RdK36d/SXVdM9MxGQOLyZycnJ49NFHefrppzl06BBts9ow49abyTnzjCZ9nKuvvpoVK1ZQVFREdnY2jzzyCPfeey8TJkzghRdeoEOHDrz1lpi7jhs3jsWLF9O1a1fi4uJ46SVZqKSlpfHggw8yaJA8kw899FCdCPnZZ59l6tSp1NTUMHbs2F+F6BhA+7XUwjcWAwcO1NeuXfuTvX9lrZcaj584m5kEx6/EzbIiXwy3DnwjYlBnsBdPSzUf9VRLmsjqgNy14mxaXSId1lWoLgm7F3c7V2zvVdbsAT/kroF3bxb9zqCbxPzMSLdRdUSqkAIB6dxt5ExcsF3SLiGYzHDX92oh7bHAUwNV+bBzmVQBpXVWC6A91UJGlz8mg3vKSXDWPWKW1nBgrymX9NfHf5BoWZ8rRO+UcUr0easKoGSvpAorDklLCkeq+thjQeVh+Ph+2BJsizLidzBketOfr/I8io7kUmlrTZzJR3JtHo4uZ6qfhaKd8PyZQgjMViknb9hoFSS9+dVT4C6VcuADq8Qcs7viWawqEPJYniuanJPHCUFvTAVXDJRVe5i3Zj8DWpvQgfWFOhMHdyDZqXAnrimD9a/Is+BIhglzRbvSVKJTeQTeuwn2rBBDxklvQ0q0U7jb6+f+9zbz9ndhkettOV2457wmPjMg9/bNa6VB5xm/gdNvUP8eqgpg7viwO3J8a/H9qvd73LZtGz169MDt87PjcDhlraFxSptErBbFYtXvlTEmRMoTMmWsOdGTqkkIfRf1oWnaOl3XlT+cE5GcFkaiw0rir4XchKBp8OYkmYxAJqAOQ1ru/W1xMpC+d7OIXPd+Ib2gVPB70TfOQ/v4ftm2J8Jta9T5/eoieOcGmYQAlj8qE7ehONWEv/MoQMOMJitIVTrSnhiuFAJZNRr5sxwLbE4ZRPtcIatnoyo6zQwbXo/UirTpJa0HGsKZDK446HUxDLkFSg+oo0OIVsH0wUzxCYpLhzevxX/NAnW38GOBrou30cj7AE0iYLHSSjXlki4M9W0y6i0Un056hp/0ncuk+3Z2P+Njv/1f2J/F7xXt0/ino0Xw7irIXQ17lof3pXZSk5xQ+fV3L8vEenANXPGy8edqJNxeP1N6O3DWSqVN78wMXB4/ySrLIHdFuGmwt1qMKW9aoY68+L0iLP9+oUQt2/Y3Jpo7PxaCA9LeY8UsOP8fUffLbjUz46wOfP5DEYVVbrJTnVwzqBm8u1yF0pSzdK9sL38Uel+iJjl+T5jghP6tt1p5WrOmkWC3UOUW4tIqwWbMWXy1kVHH6uKgVvEEyWlJnCA5J9B0VOSHCQ7IBDr8ztjh4cbAXSUVItsWQdezoVVX4xRYcge48hUgSB6Moig1pWjf1ROGuisJ5H2HSUVydKKFxn61MDXgKkY/sArzBzNAD+A//1/Q6UzMqhSbIwWumieNLB3JcOHTTRdqA7iKcO/5mgotAae3jIRuZ6gnK43w4B9C8W7j86Z2BPuFgC7+QgZC3nJTCtroJ0hZeC1Ul+A+dQq1tnRiJi39XjlvrB5X3moRlfedIMevezm6iiqEyiPi8LvyCYlMXfpf45SZxS7RhUHTYl2hILVTg+2OKJ3wnClSgRciOWYb9DJoa2EySTToijkSXbMnHt1XyF0p2pEY/latKMO8/CG0re8CEN/7Mhyj/wwoWE7D59ldgaGZp6sQ/jM03LZj1ENiuqjqX9XQCdlTJZN+Q1LoddN+879ZdNUFVJsTiPeW0vr7F+HMuww/X6MQCERq5CC6iCAEi10I26Fg09ekdoYVgRaziQ5pcXj9OpoGFpOG2YjlNHymLY4TDTd/ApwgOSfQdCQEq5RCjp5t+hj3CzoWlO2H54bLSn75o9JaoPNZ6mNdh+HAati9XCZDXVeWetdqDixZA7AUhgWe/rRu6rWVMwVG/0nKgXVdmosaaBsCXjeWBTfXDaTmhdPx3f6d8ljs8dBtTDAtYGm2tF5JtZc5B0/inc3FnJbdnofa+kh3eKM7sZusYgq55R2ZeGzxcNoU4xN7XTLBFW6XCJ3fb2Byp/GfHYmMH/8RiXYzn+6u4hwSjUlORb440borYcRvhagqXYSdYlg4f7JMHBc+aUyKPJWw7EF5XV0C798GE16D5CZWipwyDo5shp1LpT9W/2vV+iyLXYjglA/Ep6bL2cYENuAXH5/lj0FSlqRNpi4yrhoqOwjfzZHowCkXCNFTXIM54K0jOADalncwj3pYfU5HCnQZBbs/le1RDxv3XMvfGNmXbOMbch9UxKzXxdKbrXSvEPkzfqPuN2a1Y2rbj4xXc8L7rm8Gp924NDj7Ifn+dV3E4Eb3Nb41XP2mpO081UJ6Y/Tzs5hNWBoTnjRZJGVceVieV0WrhhM4/vhJ7rimafuASsAP+HRdH6hpWhrwJtAR2AdM0HW9VJNi/SeBcUA1MFXX9e+C55kCBGOtPKrr+hx+LagukQl77+cyIaV1UQsdfw5wpsngvGIWJGXD2ffHdlKuKZMqGc1kLCYGKYOurxlbPxdOGhbtPeP3wr6v4d0bwsfd/KWS5Lg1B2VD7iPFmoCjeBtl/adTTQrK4c9il1V4l7NlxetIitHZWY/0bvF7iNnewmRq9t5lO0r8vLj6MB1axfHN3nJeXGvn7nPSsESRHJN8Tzd/AWUHpALJIAUFwL6v4I2J8tqRLK0zFJ2fU+NtTD6jC394bzOHymq5Y1Q3UuMNyIiriOqN71LRYyq6ZiL++09I6nuhQQTOL/5DodD/BzPFDFAFb2RpfMw2I143VObBpregfbAJqhHhdKbBmb8VPZLjKK0lktvJqj2jl0xqTgPSEJr8zn1UyEDHM6A8Tz0Zu4olVWRPkgiFpkk/KgXJ0UyakPF6xpSaUTo0Pl2iXe5yuRZ7krG4vlXXyDRr+8GGHkQ4U6V1SW2ZRKhiCZo7nQkT34RtH0orjtbNIFY3W6HHhbIo8lbL9cSKliZmCtFuTpjMwfsZL99XSxonnkAdfkpaOVLX9fpGIvcCn+q6PkvTtHuD278HxgLdgn+DgWeBwUFS9DAwEBnF1mma9r6u6w1ilL9ABAKwdYH0nwFZYcxYB/bOsf/dTwVbnPjjXDFHIji2GP2CXEVChr57WYjbpLeUgkRAVpif/zW8ffL5attznwe2fxi5b89ypQFbcpyNvLJkXmISbTtoHDxo5ZYuMSasmlJ47xaZBEb/SUiWoh+S1xKP/4zfYf/yL6DruIfdTcCS0KI/MH9A49MbOmHOXYOe0YvVJQ68Jqv6GswW2L5Iog0dhsOpV6lPWl0c2cyzthz2fwN91U6z2alxPHNlHzy+AKkJTswGbQ08upmPLWfzu9m78QV0bj9jIDf5LdEd5kF+3fUbffrcGDZNsifJ5HtwtUwsZ9xlbJXvKoD/DAmT0/FPw6nXqKNJ9gT5S+sU/f8aoroYtr4n7Q9OnSStI1T6KLNN9F6hyJMzVYinCgGveEGFIjQbX4dpBqX8ZqeU0H8U7CM29q+xHY/jW8XQmdW/Bp+kWde/Cq26iLjeiEDaE+XP55bPGStN40yVqrxuY5o3nXM83N2PFZpmrPM6gRbBz+nuXwTkBF/PAVYgJOciYK4uZWCrNE1L0TQtK3jsMl3XSwA0TVsGnAe83rKXfRzgdcGOReFtPSCTUUNn4Z8bGtPGoWSPdLwGSX8sfUA6TKuiVK1PkaqMDa9JeL5zjvqcoVXb9wtkWzNB55GGl9A1Wef6YR3x6RpOzUOa1QMo0muuQip/+JKa81/E6w/grNhHWnUpKgWnMyGFmkE34jl1IqATsCbgTGg+N2t/IGCc+w9iaKYP83M5dSmzMZPew2I1KMXdtUyaHYIQxPQu0H1M9HFmB7Q9LSwiBRF5G6HyCElL75eoQ84fJM2kIIXlfhsPf3wAr18myX9/lcfEYd3UJEczweDpsPpZeT3yfuNVsWaCobfBOf9PInF53xk3RszfGBl92/y2TNxNtT74/n1Y/Bt5vfVdqdRpo+hZpCEpwxBqSoORNQXp1wPhlBLI/TUy+NO9sPp5iRCBvD7vLz/qo0QgLh2+ekKIXuVhWYwdLdV6LN3XT+hVTuA44KeSeevAUk3T1mmaFirpyNR1PR8g+N9QLL8dcLDev80N7jPaHwVN027SNG2tpmlrCwubwYH1eMOWAP0mhrct9qM2cPT6A7jcTetk3SJoWLXgqzUerJ0pUgZ+yfPQ53LjAdVsldXyla/KBDf1Q+OVqbcWW/k+Ml8eQrtnOpD2xQMSnVCgNmDB2zEH2+6lJG1/E5LbUqYZOxM7E9OwpbXHltYBZ2Lz6Gw8Pj/b8iu4953NPP/5bkpiOPKactdEiCstm14zrELSj0SaJ+qFBqZ9JjMMvA6G3yFpu0v/a/w91FaIa+/mtyTF9crF0eLPujfUcdrCRMVqNsWe4+LS4PqPpb1DVaFhU1UsDtHwfPIwfPVk0CLAIC3Ypk+kRuKUCwy9jQCJQlYciu3iHPBLBKc+GtzrOtgSxawuBLNVyvlVsCdKs9EQEtuoNS4gkZHTbxK/qtJ98roJfeTqkNAaxjwGA2+Acx5RE7cTAGD9+vXcc889XHXVVdxzzz2sX7++yec8ePAgI0eOpEePHvTq1Ysnn3wSkM7io0ePplu3bowePbquq7iu68ycOZOuXbvSt29fvvsurBGcM2cO3bp1o1u3bnVmggDr1q2jT58+dO3alZkzZyodnX9p+KkiOcN1XT+kaVoGsEzTtFi2qKqhT4+xP3qnrs8GZoP45BzrxbY4NE2qiaYulrLSXhdDvLEQrqjKzZOf7iS3pIaZo7rSMysJe8NO3T8T6Ond0TrnSGQgLg095z60o62cG7MaLD8kg3v/a2U17KlRH+dxidV9pVihs/ENKXlXaEwCAZ2Eb/6KbUNwENj4Ip7rlgEtFwIvcXm55D8rqfUGgtse7h7dXfn9ahmnyLMTGpjaDzZM1fj7Xo1lzWzRsNgT8Z98gXow0P2w7GFJ4WQPlFLquDTl/cLvlkm1bttjWNGSZnHzn0s7MeO9fVR7/fz5vA4kaTUojfgcyaKnePE8+TxXvS4aGeX1BiSV0/NiSRttXyQkzaRIocZniLZn7Utw0lAhHEYRoqpCsUk4uFoEv9e+qxanmsxS7r7lbSnVt9gllauC1SHkMbGNOB8Pm2Gs+bInStPbTmeJH9Opk4zJm8kqqbXVz8vzcPGzxtqZY0V8egxdWgugulRMFg9vku849aSYnbt/Cjz11FPMnz8ft9uNruvs3r2bb775hgkTJjBz5lEa/MaAxWLhH//4B/3796e0vILBgwaRc/YoXp07h1GjRnHvvfcya9YsZs2axeOPP85HH33Ezp072blzJ6tXr2b69OmsXr2akpISHnnkEdauXYumaQwYMIDx48eTmprK9OnTmT17NkOGDGHcuHEsWbLkF28K+JOQHF3XDwX/W6Bp2nvA6cARTdOydF3PD6ajCoKH5wL1vdmzgUPB/TkN9q84zpfecnCmQsfh8hcD1W4ff/1oO/PXiZfL17uL+PyekbRJbgaS4/eKcFNDuk83g4lVvsdJ+th/YvVVETA7OORLJFM3EaOA+OjQNNg8H9a+EN536f8gvWv0sRZ7tCeNwQRgxY11/+fhHeUHMTdHbyGQ+1pbJnoFR4phl+qyak8dwQFYf7CMWq9fTWJ9bukSve19STG17ikpBcX39vEhJ4Omfg0le9HTOrP5sI1zVHOXxSHRhZVPhPclKQgOSGRh+J1hAXjb0wxTP2aLlVMrVrBwfBd0SzwphxdjsxhUeNkToPflYc2GM0VdtgxS/bP13bB2JbO3VNspUmbYnCLyPfNuISexUi+7PxPfpJPHiuHhxjdhuMGEldUf7tgsx8dnxBbXx6eLDqivX0iP6jrrjm0NA2JUwYXgKpIomisoeXzlEundFKNi6BeDHYth4a3y+qt/wu1rY/ewamGsX7+e+fPnR3Qh13Wd2tpa5s+fz4gRIzj11FN/1LmzsrLIysrC4wtwuFoju1NXvt26i4Xvv8/nK1YAMGXKFHJycnj88cdZuHAhkydPRtM0hgwZQllZGfn5+axYsYLRo0fXOR2PHj2aJUuWkJOTQ0VFBUOHCimfPHkyCxYsOEFyjhWapsUDJl3XK4OvzwX+CLwPTAFmBf+7MPhP3gdu1zTtDUR4XB4kQh8Dj2maFirjORe4rwU/ys8Cbl+AXYVVEdvVHuO0VSCgU+xyo+uQ7LQaR3x8HshbK4ZaZptMnhk9m0x0yjxmrn39IH3apVDsKqN1Qg2PX27g9BsIiDi04pCU2MalG6/aupwdJjmaSe1GC7K6HvWQ6IHK9ouLsUHY3+pIINB1NKaQhii1E1pTvX9ACM6nf5Q2GLWVMPRWSZUoIlatEmxkpzrrrOSvHNieOLvBzzaxjZy73UAhAknG7qpJCfHcs2Qvfdtmsm7VYe4ZY+AwazLD8BmihzKZhfQkGpi1WexSan3nFuq8b4yiDY4kzL0voXXpfklXDpwcW/zqrpTycM0EaJCoFtLqtni0uLRgVRXoJw1DM+rbFNLAuKuESOkB4+tN7QDnPS5Gk/2vkYoZI1Tmw39HCuFKOQmmLTV2s644JBGi0n3Stb3/JGNNUHWJlN17XaKLMawW0iNTsLVlMQv9fjHw1sIPS6QUOyFDmvGWHTQmOZ5q+Y59tbKQaGqH+UZg3rx5uN3qJqNut5vXXnvtR5OcECprvezfv4/tWzfRs99pHDlyhKws+U1mZWVRUCDxgby8PNq3D8cHsrOzycvLi7k/Ozs7av8vHT9FJCcTeC/Yxt0CzNN1fYmmad8C8zVNmwYcAELlG4uR8vFdSAn5dQC6rpdomvYn4NvgcX8MiZD/LyHRYeGWs7pw86vr0HU4tX0KSU41EdB1nZ0FlUybs5Zqj59/TOjHsM6t1ESnphReuyLsi/HmNTDt4yavBrOSHZzRrTWvrdpPx/R4Hr+sr3Fzyqp88UZJaCMmb5c+L1UdKnQcLl4X+76Usu8kpTxLJslNb4qmwJkKB7427oVkT8R05m/Qs/qiVReh97oM09GElrVBM7VYKTi/h6IzHmZTbgWJThtdE72k1pYrJ9jWiQ7enT6MTXnltE1xkp3iNL5f3mqYV6/q6aJnpOxXgcFtTAwZuB/rzo/wDruUQKyP5ffCisfEFXbQNMNzAiJIfXOSTMYj75fvwiiSEZfWOI+ginz5zj55WDQ0l86GjiOU5y3VUghc9REJW1/Fk9COqs4XkKrZVTZ4wRYMT0gqqKZM9Fxx6Wpi6EiBl8YJEfoa48omkMrBVl2lNP/IVmkvoCI5vlpY+qCIowE+vg9OOV/97HiqpRIrb638Ns02wKSeuG0JMOYvsPi3Evk67/HYWqNfCkLpvZpScb1uP1jIpwp+v7SZmTch6Ct0IVz4r+Oeajt48KChjkXX9YhO3z8W3tpqfnPzZO59ZBaJiclGdYbK69A07Zj3/9LR4iRH1/U9QNQyW9f1YmCUYr8O3GZwrheBF5v7Gn9JsJhNDOuazpe/G0lFjZeMJAfpCWoNS3GVh5mvb6iLCtw8dx1f/X4kGcpojh7phuqraZbVYGq8jbtHd+e2nC6YTJrhtQLSQiDnPkkV9L0SSvYZkxxnKpx8nvzFgtUuQsy3r5dKr+F3GBr8UVsO789Eqy4EqxPtm2elxDfJIJJRuk+Et7ouFvYG1XDF/jjW7DpEn9ZmAvhYc0hjRDeHeiIGMmxezmnrBZMOzhh6oPI8ibJk9JAJsb5VfQPYirfDe5JWsm55B276HBIU90HXpXFhqLv4V0/Id6HyQXIVwZJ7w++75HfSEZwmujnr/nAlWMAnxOC6j5SHVrn9fLnXy+h+N1Dr0/nvmlLuHpOJU/WMu6tE27LlHWmiGfAFS9UVJOfw5kix88HVInZXoecl4qCbtw4GTjMWE+t6tOOwEeH2VMF3c8OViZvehGveVR9rT5CmsiefB2hi7vdz9dg6VriK4PUr5XVcK/FsUsFdAZ8/Hr6f2z+AMY8ed5LTvn17du/ebUgY6kdKfgy8Xi+TJ17J9ddO5LZJF6FZ7GRmZpKfn09WVhb5+flkZMhiKTs7m4MHw7U5ubm5tG3bluzsbFYE01uh/Tk5OWRnZ0eQsNDxv3ScaKLxK0CC3UJ2ahw92ybHJA060l8ovK0b8xZ7kqyYzVbpsB2rquYYkey0xiRjdYhLk5XYN/+G+dc2vU1EEP6ELI5c+g5516+jpPd1xpUnfp+kyw6tlw7nroJIv5b6qCqE16+GXZ8KKXvtcnGwVcCOh7MqF9F+8WROWjSRoXEH8RgUC+EqlhTJ3i9h5ydCZIyQ2Ut6H7U7TUqoB91ofGxDAlS8y/jYhiXYhhUXWiQR0PXmS5PUj27EtTLs9dXa6uYK/2IyZvejwxujeGCIlQS7QUrWFicmhxtfF6+agm3G6dD2p8vvAOSYrgbNX0FSa+/cIL42864wFjNbnTD6jyLi1jQYeruxoDrgi6zaKtxhXBoP4EiUnmjJ2fL614BAAL5/L7xdXWxc6WaxQWq9RYYtvnlc2I+CiRMnYrer38dutzNp0qQffW5d15k2bRo9TzmZ315zHpbSXZiLtjH+gvPrKqTmzJnDRRddBMD48eOZO3cuuq6zatUqkpOTycrKYsyYMSxdupTS0lJKS0tZunQpY8aMISsri8TERFatWoWu68ydO7fuXE2CHpBosN8bY+w4fvg5+eScwHFGq3gb/7ryVKa8tIZqj58nJpxKktPgEbDFidDzzi2y7Uxt+SqG4l2RA3n+BqmCaSL2F7vYsK+QjDjYU65xQb8s0uIVA5MjRUpmX71ERL3D7zQO++t+qXoJoarAsMzZqXkxdxkKiSngTCFJr8arV6Os2vJWQ3UhrHxSdBjt+stqVFVxFvCJ4DTk+jt1sbF5XfdzofR2cectPSAmhypomghsD6yEgu9hwDRjfUl8K0mNvHY5VB6CkQ8aCqqPCbZEuHaBeM9YHNLWwcCh2Rmogi8ek43qYuyfPiDEz6yY6GvLIyMpR7YYN1VNbAu3fiNVUJm9Y4tdQ1EvkIG9/KBUAamQ1gluXC7PisVhTLhNNtFtFXwv2+0GNF/F1C8FJhOBU8Zj2viGbDtT0eNbq9M1tng4948yjlXkSuq0BarC+vfvz4QJEyKqqzRNw263c+WVVzZJj7Ny5UpeeeUV+vTuyamfLQM0HrtvBvfeMZ0J193CCy+8QIcOHXjrrbcAGDduHIsXL6Zr167ExcXx0ksvAZCWlsaDDz7IoEGDAHjooYfqRMjPPvssU6dOpaamhrFjxzZddKwHJNVaskd+V2mdZbHQgmkw7ddQB38sGDhwoL527dqf+jJ+MvgDOiUuD7quk+S04miuUvOaMgmpm8yxBcLHgoo8eO4MEVxa4+CWL2PrQRoBXyCAv/wwto1z0Qq3ExhyG1XJ3UhKMphcXEWyWvR7ZZWdYhBudhVJufKHdwI6jP2bGMuphKzlefD2VLEHAPQzf4M2+Bb1saX74Kn+YcI08HrRW6is9w+ugRfqRRhy/gA5vze43qCT8Q9LRDdz2uTYkTpXkRBOiz125Gvz25DZQybs/I1Slm1Eio4FNeUioA1Z5Rs52ZYdhKf7h/2Bel/2XwCOAAAey0lEQVQGF/xLfXxVgZDCI1slqjJtmbH3i6sIPrxLBOvJHeCS54y1RgXbYPZZQowT20gqsKn3wF0l6S9fjfzWWnUV4tQcjV1/Qdh1IJfU6v2YirbjPWkE5uRsWiXFqEjzecQt2qDhZmOxbds2evTo0ejjN2zYwGuvvUZubi7Z2dlMmjSpyYLjEAI+D16/jsvjJ85mxmYCk/X4R6l+FPxe+c2E0oZmG6R3b9L8oPouNE1bp+v6QNXxJyI5/8dgNmm0Tmz8D8Lrl8nVUOwKMuh+/TR8+XcRcU5drGypcMxIaCM595J9IjCMa/qAbjGZMG+dj7ZCHGBNPywh8bZvAcXE7a2BDW9IXyOrAza8KiRDRUYCPplgr1ss27s/MzasgzqCA6DtXg6Db1EfpxN5Hl+tcZO/lA4ymYZ6IvW4wPj9j2yBz2fJ6/wNQkZikZzGrIJ9tbD1HViwNLwvFAlsKpzJxj2g6sNkkdTqF38X7VSoPFyFhAyJENWUiG4l1ucv2Cal+SCi1/0rxb9KhdTOMGO96KJSO8buUeZxCYGqOiKdzo2Ikz1BnKb3fSVEJ7GNLCZaGpWHIXeNfMaU9k13hw6hqkBIodURk7i9tqGcPUVWurQewvJVufxvShYxa6YsNmiaQYUafl/MflSnnnpqs5GahvBhZmdRFYFglKh7RoLKr/1HwR8IENBlnjA1V7SlfmrZqIfaccQJknMChjhUVsPfl+7AZjZx9+juZCQZ9L/xuITggOgRlj8Kl7/U5NUTJrNET1rbJZJj5I0SuobyXIkedBgi6QVVz5iAH4p3h7e9NZHW/vXh90LvSyT3D9DvamONiT2RQGIbTC+K8Dlw7mOYbAZaCItdTN32Bj14el1sPFnEpYq+ZsUsWbnn3G/cCychE25cAcU7ZXKNjzG5uisabFcaH9tY2BOkV9Se5XLveowP61iaCnelpJc0k6ROjfxkQg0kB0yRicjiiGkm6XGkU0kydouJhIaNTOujYdot1uRutUsaMNmgwq8+8jfBy8GqraxTpY2Jiuj43LB6Nnz1D9nO7A2TFxgTgppSidaBpBGNxPXHgqoj8NJYST2ANOCs78L8Y1F5BOaOlxV/u4Fw9euGxPCOMzKg6AdslZuZOWAAGKXbjxf0YCPe8oPyrKW0D1a6tRxqvYE6baWu68a+WccIrz9AXmkNHl+ANskOEuwWTKYmEp1QJ/bSfYAmY1gLd2I/QXJOQIniKjc3vbKWLXkyGRZWuYManuiJwK+ZMdfzJgmkdMLUHOmqmjLY8q5EULqNgdNvNF5tlx8UoWfKSfDpn+DcP6lTBCYz2tDbpNqiphS950VoRpUnmkkmi/dvFwflM+827J9V4bexzp5Dz+vX/v/2zj066vLM4583c8nkSi6Ea7gHkARB7qgUkVJbq0WxCIgX2mJVxHrZtrvF061ueyqt7rHdrrWthVbWlQXEevCyXkC8rFpRUBRMkKsCIZEQCLknk5l3/3gmJJT5DYEMmUl8Pud4nN/kx+TNvDO/9/t73uf5PlgsO44lMCbgIexSmNIdZi8XQebLkEalTguxr5vY6I+ef/qu7fWVsPNlcdvtWQBTf+zcUbrfZBj4FSm5H3qZnB8Neo+Buz4W8ejrFh1vksYa2P4MPH+nXCDnr5ES8jBizwb9mMM7pLO1vw4+fREm3Bz2wlrd4OfVosM8+toezs/txpLLzyPbKRk+c6D0gtr+tLxfTj5MZ4K10petOVJXsvXUtifN+GvhwLstx19sd048bqwRF+fmirQZ/ybfnfbedPjrWgQOQOFz0kS3vXf8B94VgQNSIn90r6PI6dZYiglWQM0BkoN5YDKACM1H20rNEdj1ivyNI77lHH0LNsHRPS25XBX75bPRgQu3z+PClWAIBC0uY05qj3K2WGs5Ut1AZb1s835eXst5vdLaL3KMkRuN5jSDBHeH9yhTkaOEJWAtXxxviXCUVNSf2Lr6R46bbgSvfZbu7/87jWm5HBl1G9nW1f4Qas3hlk7sxVtg4BRnB+hgQATDzpfg/Gsd2wkAUmb9/dfAXystJZzM7ZoaqTy8n5IZj3Ospp6hKXVkO2xBNTQFWfbeEb451IfB8NyntfxucIRy0ZSctt8F+9LaVCFj6ys4mtiXuksexhuoJqfkI0zeKa4MQmoOzFtJfVMQn9tEb9vBmxS5C/3Z0FAFr94XKrn2i5Hi9WvDbqFZCyZnmEQBU3KgfA9BEsKWkR6va+Lu1VuxFj79ooqx/TOYP8khQTgpEy6YL60EPEnRqTQ0BoZ/Ez58Qo4zBzqLUm86TL5dfJ2shTE3OQvjhmrY8njL8ZbH4YLrnEVOVSkc2S1Rw9SezluTnmQxBD1cKGMfdW10FqzWDUmNiRiBNFUlUhEHsOmPErlsLw01EiltLs//9CXx5HKa49YVljbY4UaLHpdhWM80GpqCJLoScLuiIxpap+dGrLw9U4yJaesNFTlKWNJ9Hn5+dQE/WPkhrgTDfd/Kp5uDyWAAw6KXqhjb9x4qqi29C2u5s3f7v3hBf8NJi1OwscbZ86CqFN7+rTw+sAnu3Or8wgffkwogENPA778GaaeaHFpvMhsbhnH3Sim3njE8m4dmpRAu8J/mc7Hs6p4kvfADsEFmzfpPcHImPkeUm0w22QK6k0hVYzdG9RqM03JRWefnzV3VPP9xCbPH5jJ5cDKpvg6+ENWUidFfU10od8XBaDLBLdGuUKSQ7GGOC3zAuDE7X8FsWwMuL3bBcwQTPGE/NzZoT7qwNzZFuKzXHIGnvw97N4a2VFZFjqq1lQEXyeevfI+IeKf3wOWSKOJd2+T9So6wBeVJktfa+rkcD5wiTUvDUVUKz/8TfPqCHF/9qHjshMs1Se0BN62TqEt6buRcozMhc5BUwBU9JxHLSO/roY9aHtccOdVn6GxoqpcIUjMlHzq/boILMgbK9otJkDJ9p5yvc4QxBo/LRM6TbE0wIGLMuBwd0I2RXM26xgANgSC903242hvFiRNU5HQVasvlLteXKTkB7cTncTFtWA/e+sl0DJCZ7MXt8KVKdCdw/8wCVrzzGT3Sk5g9rh+uKPS5akzuCWMW4it6Gv/AaQR6jnYOTDeXTTfj0H0bEM+bZiqLHS9o9dbNC0UVJ45f33UUf0L4Efj8lfD84hNeJknP3ioLobfjkkMbrJuXtpfy3Mcl5PdO59Hrxzie+0VlPXeslM7IL39Syhs/mhY9kRMM+WJE+hz6G2Db0/BSqPpr3Hdh+r+G395KTJVk4k1/kGjC+IWObRVcxorAAQg0Yjb/BXfueMJZgqUne7j/WwX88Y09FPRJ58rRDhE9kM/J3o3yuHizbBelXhr+3ECTlP1XH5YoYSQxkJQhvkZ9xzqf00xiattK8n3p4r8z7OuAESHlVI0WDMDuVonihetg2DfDmz2C/C3REjfNJGVIhd95V57+jr/ganjnPyS612+ycyf2MyExTewh1n5HwhkX3Sm2BeEwCTIHPULVPRG2X4qLiykrKyMnJ4e+fduQn3UuCDRJm5HGaomQJWU4ijKPK4EB2clYwGVM+7eqThpH6Hocg4iOmgF2BapKYfWNsOyrciH+xwX/LEnyuuiV7qNnug+v2/mjUu8Pctt/bwED+45U89sNu2gKRqgsaiOfV7t5MuUmts58mb/1+SFbSp17ctGzQC6SydlSqRRpy2T0dXJhA9kucEhi9XlcXDOm5eL0jZG9nN+HpgYpP77+KdlK6TNWylc7kPqmIM99LN3VC0sq+ejgccdzj9W0biAIVXVRGmtVqbSAWLdIDOucLCrqKyQvqpmdLzrno9Qfl7Yi1WUS8XjurlMTp0MkJLhPLgMfMt0xXyLd52H+2BzeuD2fR789JLI5ZVLmyZUhkXxyqkrgkYnwp6mSqOtgCnlOSekuFgb5MyNXxiW45DvQTMGslu9GR9OWBTBzENz+Lix+X6I/0Yimub2ydXz3dsknG3tTZIdokyBjdXnCCpzCwkJuuOEG5syZw913382cOXO44YYbKCwsbNcw6+vrmThxIqNHj6agoID77rsPgH379jFp0iSGDh3K3LlzaWyU73JDQwNz584hb+xUJl1xA5/tLjpRyr106VLy8vIYPnw4L7/88onfsWH9K4zMH8GwYUP51a9+1a7xnqCpXvKsju51LvI4h2gkpyvw/rIWN9Q1N8Hd2yJ3M44y7gRDbmYST20WS/A/XD8WdxQiOd1Tvfz9QB2/2FDMmH7p/Hm0Q0sHkNB1v0kwep7k70TaUM4aDLdvkrC/N81xETDGMKW35fXbR1JZW09uRhIZrkbClqS6vJIL9ORsWdjnr+7wqosUr4tEdwINTSIwB2Q5VzYNyXDxteHZvLbrKN8syKZ3pJzUuoqQ6/KbMPFmyMpzrvD6eDW8+ZA8/vxtuHlj+CojXzoUXCMl0QAjrpIExXAkeCS/prmz+ISbnfNRUnOk6mfvG+L2mxPB26ShCu+OZ6WUvs9YuOLfnauVkrPhOy/AR6tEPDjlcYFsdzSLsPLdEnVwin7UH5eL/5Fd0fMUOhPSesHlD8KkW6WSMTnLeW7jgepS8YKqPCTft2/8OjrJ7W2Nkp2GwsJCbrnllhNdyJubde7YsYNbbrmFxx57jPz8/LMbYmIiGzduJDU1Fb/fz5QpU7j88st5+OGHueeee5g3bx633SamgIsWLWL58uVkZmWz+4PXWbX6Kf7l5w+xevVTFBYWsmrVKj755BMOHTrEjBkz2LlzJwCLFy9m/fr15ObmMmHCBGbOnHnW4wUkknRsf8sNTMV+McDswETtOP40K22m9d68N6XDs9ezUhN5ZP5Ythcfp0e6j74Z0RFY2d1SefCakfgDQdyuBLIdOk/LyUOkId97f5ZFMFLJbO0RSV4sK4Kv/UIiO+HC+cEAaW/eR1rhutACbGDxpvAXw4AfXvmpVGOBNFuc8+QZ/b3tJSvFy9OLLmL1+/uZOqwHg3KcL9rZHj8Pji7FP3Ug3oo9ZLgdnJFBIjJrbpTH29bIe+C0yFe1cn2uO4aj2jQuaY2w6B2JPKb1dl5ck7MkEXTz46G+THMii/hgQFxW6487/36QarRnF4sordgvJe/nfzv8ud4U2fbpf+Hpv1+9Rsv5jTWSaxRp8fyiEP4a6rfWfZh4TEUhOuEPBDlWI3f0mSneyPkbab06XlydLXs2isAB2PYUfPU+iOyU06E88MADJwTOP1JfX8/SpUt54oknzuq1jTGkpspnye/34/f7McawceNGVq5cCcCCBQu4//77WbRoEevWreP+JT+G2qPMvvwS7ljyS6wNsm7dOubNm0diYiKDBg0iLy+P994T3668vDwGD5Z2GPPmzWPdunXtEzky8FaPE8Cxpei5QUVOV2DU3FCFxE746s9iYhLWPTWRacOjvFcPZHVrY+g8OUu2qcYtAE+qJGo6seMFKdcFePGfZXELJ3ISXDDgK/DxGgmzDrrEOaTu9kj5+v6/y3HGwMi+PmdCMCiRAXdixMXd63Yxsm83RvZ1cO1tTVpPModOlihDzymR8yyOtzT5o/64cxNJgMm3iVhpaoTBU52jWTYg21Xb1srf1SMfLnFwZwZJyHVyb25NTRk8ea3kzADMegxGzw1/rkkQ8dq8vdsWs8E23EDUJPbAdesmGss/x9djCCR2d7ajO/h+y+MjOyO/t0AwaAlYG1G0BIOWokOVXL9M2ks8+f1JjOzTLbo5Fqcj4JcI1cerRMz2Oj8622C9WpmMpvft8GhpJIqLi9m3b1/Ec/bu3UtxcfFZ5+gEAgHGjRvH7t27Wbx4MUOGDCEjIwO3W5by3NxciouLT4ynX79+QC1ut5tu6amUlx+luLiYyZMnn3jN1v9Gzm95ftOmVi1KThlMKM8mUlm4yy3XxeMHACOO8R2cqK0ipyuQ0h2m/wyCje33wujMuL1tExaZraIWqT0dKw4AcQ3O7C8RiiHTHXsmkZQlAjOjvyxUE252brZ4JgT80gF7/b+KAdzUH0evB4/LK4mbp1soBk2F/hfBoQ/gKz9yTspsHu8F80UU+ro5O5xaK1tVhz6Q47pjBLA4Xv5qjsCe1yQq0m+i8zwEAyHjsRDN/ivhSM6Cm56Dt38jEZo+bUj+bQOl1QGOltXSO7UP7+w6xphhmfTs5vCX5V8F7/xOxNnEWyOK2PLqBpa/tY/Synp+dNlw+jhETKvqm3jgxSKqGkL5F/+7gz/eOM6xOpKachFYSZniEh0NO4GaI/Dn6ZLw+tZv4I4t0RE52UPg1jehdLtUm4WpiowVZWVleDyeE1tU4fB4PJSVlZ21yHG5XGzdupWKigpmzZpFUVHRKeeYkOCw1soNRHqG3MwkuDEut2OH9GCYPErjJF6aGuHYPvm+ZQ6Uz63TuW6vnAMdLnBARU7Xwe0BYtiwLxgUe3yX17mSI17IHSc5ObZJ7PwjOQMnZzkaAJ5EQ5W40eZ9Tb7sbz4kTsVOfZ7aSu1ReGKWJOp+9paUL4+6tn2vCS29mD59Ac6fK0Z3TrkNqT1g7hMi3jzJkefXXwePXyHjnXKPLNxhaExIJDB+EUm7N0DQT/3EO/CbFMIug4014o3zgXRa5ms/hwt/EF6cJqZLA891iyUnZ8JC57G6E6Vlx7eXgcsXWeyCRLH8dZEbaQJ9PdUM+b+FULqNnvmzaRr6AI6Gdd40MTcM+kUEOOUlAf/z3n4efV3cuveV1bD8OxPISjlVoHrdCQzvmc67e6XkfnivNBKdEubrK2HDz+DD/5bj+WtCVVkO1B+XrcAEd+RttUCjCBwQQVt9WASKEzVHRCC7vc4CFuQ96j06OmaMUSYnJwe/P0JVJ7LNlJPT/u3IjIwMpk2bxrvvvktFRQVNTU243W4OHjxInz6SFJ+bm8uBQyXk9p9MkzeD45VVZHXPkecPtERnW/8bp+dPwlpxvz6RZ/O5mP1FShyPgbg58atj9puVrkMwINsDT86GdXfEpprkTPDXwVMLpPln0bqWi3F7cPsgKRv+Zx6snCtCIMKC1WYMJy++0bpY1B6VXkzBAHy0EhqcK7EAiR6l9Tq9gN3xvAgcENddB1der9vFXu9wDi54l0PfeZ/CbpfgTnRIlG6qhy+2tRwf+lBEQdgXTobhl0uVzHdfFKFzOjzJpxc4tUelH9bvJ8L6n7W0TAg3hMrPJPoGeArXkmjD52gAsGcD/PlSWH6ZRD7qKxxPrapv2cqqaWwKe+cNUhV514w8Hpw9iodmj+LO6XnOjXgbq1uSvwF2rXcea32lGAs+fB785TLxOHIiMV2ijonpcN63oPtQ53NrymDt9+R1X/ihCJ5OSN++fRk0KEJuGzB48OCzjuKUlZVRUSGfj7q6OjZs2MCIESO49NJLWbt2LQArVqzgqquuAmDmzJmsWLECjGHt355h+vTpGGOYOXMmq1atoqGhgX379rFr1y4mTpzIhAkT2LVrF/v27aOxsZFVq1Yxc+bMUwfyj+Z+CW46Os/mTNBIjtJ+ao+IaDi6VxagARfC5EWxHpUzn73dso2x/j4YeW37Q+lur+QE5Y4T463cSc7utWdCUnfZUnn1fkloHXRJ+18TZNvHkyx3Y4np0esxlTcD3vi1vAeDp0Us5R/QM4tjtWnUB4IMzvGS5LQQJ2bAZQ+IiPYkwbSfROxHhTcl+tu2DZWyrQQSUbroDsfIV0JGPxmnvw4y+pMQSey2Nv9LyYnYwHDh+Ez2lOVwpNrPg1f0J5vjOEWIslISmTO+X9ifnTxYt1RWvXyvRJVGOeQvgfw9G38hj4/uFXHkFFVMzhS/mQk3S3Q3kkN07dGWPm6fPCMR0GhtyXYw995770nVVa3x+XwsWbLkrF+7pKSEBQsWEAgECAaDzJkzhyuvvJL8/HzmzZvHT3/6U8aMGcPChRK9XLhwITfeeCN5eXlkZWWxatUqAAoKCpgzZw75+fm43W5+//vf4wrlMD7yyCN8/etfJxAI8L3vfY+CAod2L8nZ8lkN+CXSG8cVeSbc/lxXZvz48Xbz5s2nP1FpOzVHYOUcKd0GuGZZdLZUzhVfFMIfL5aFuM8YxxYBcUVDNbgSQ9uSUaCpEY7vh8//Lo643fpF50LVUCNGeDVloSahUfAxARlv3VHAyGtGwaLgjGj2vmmolAjdnVslfyUcTY1yftmnknDrdB5A7TGpGDq0Rbb2Mh3aSgB88CSVVcdo8qSRWVGI+co/tT8npaEa9r3ekj+WmHpycm9rakJViQc2yQK36G1JGG8vVaUSIas/LqLv1jfjrtqrqKiIESMi2BG0orCwkKVLl7J37148Hg9+v5/BgwezZMmS9lcqKWHnwhizxVo7Ptz5KnKU6FB5CN7+nZTBFlwVeV891jR3LC/fDbkTou/gqnQ9Ak0iCndvlETszAGRo0nngqpS6c1WVSqGdZEMCc+E2nJJrE9MFbETqeS9+rA0ls0aBKm9I5vmtZVAAKpL5Oaj10ixE+hgG4zTcSYip5m4cDzugqjIOQ0qchRF6dQEgx0fyfqSczYiRzk3nKnI0W+KoihKZ0IFTkz4sgUE4pGzmQP9tiiKoihKBHw+H+Xl5Sp0Yoi1lvLycny+MyvoiN+UaEVRFEWJA3Jzczl48CBlZWWxHsqXGp/PR25uG2whWqEiR1EURVEi4PF4TuuBo8Qnul2lKIqiKEqXREWOoiiKoihdEhU5iqIoiqJ0Sb50PjnGmDLg81iP4wzoDnTOZi5fXnTOOh86Z50Lna/Ox7mcswHW2rD26l86kdPZMMZsdjI5UuITnbPOh85Z50Lnq/MRqznT7SpFURRFUbokKnIURVEURemSqMiJfx6L9QCUM0bnrPOhc9a50PnqfMRkzjQnR1EURVGULolGchRFURRF6ZKoyFEURVEUpUuiIieOMMb0M8a8ZowpMsZ8Yoy5K/R8ljFmvTFmV+j/mbEeqwLGGJ8x5j1jzEeh+fq30PODjDGbQvO12hjjjfVYlZMxxriMMR8aY54PHeucxTHGmM+MMduMMVuNMZtDz+l1MU4xxmQYY9YaY3aE1rMLYzVfKnLiiybgh9baEcBkYLExJh/4CfCqtXYo8GroWIk9DcB0a+1o4ALgG8aYycCvgd+E5usYsDCGY1TCcxdQ1OpY5yz+udRae0ErrxW9LsYv/wG8ZK09DxiNfNdiMl8qcuIIa22JtfaD0OMq5IPRF7gKWBE6bQVwdWxGqLTGCtWhQ0/oPwtMB9aGntf5ijOMMbnAFcCy0LFB56wzotfFOMQYkw5MBZYDWGsbrbUVxGi+VOTEKcaYgcAYYBPQ01pbAiKEgB6xG5nSmtC2x1bgMLAe2ANUWGubQqccRISqEj/8FvhnIBg6zkbnLN6xwCvGmC3GmFtCz+l1MT4ZDJQBfw1tCS8zxqQQo/lSkROHGGNSgaeBu621lbEej+KMtTZgrb0AyAUmAiPCndaxo1KcMMZcCRy21m5p/XSYU3XO4ouLrbVjgcuRbfypsR6Q4ogbGAv8wVo7BqghhluJKnLiDGOMBxE4T1pr/xZ6+gtjTO/Qz3sjUQMljgiFY19HcqkyjDHu0I9ygUOxGpdyChcDM40xnwGrkG2q36JzFtdYaw+F/n8YeAa5odDrYnxyEDhord0UOl6LiJ6YzJeKnDgilBuwHCiy1j7c6kfPAgtCjxcA6zp6bMqpGGNyjDEZocdJwAwkj+o1YHboNJ2vOMJau8Ram2utHQjMAzZaa69H5yxuMcakGGPSmh8DlwHb0etiXGKtLQUOGGOGh576KlBIjOZLHY/jCGPMFOD/gG205Avci+TlrAH6A/uBa621R2MySOUExphRSAKdC7lhWGOt/bkxZjASJcgCPgRusNY2xG6kSjiMMdOAH1lrr9Q5i19Cc/NM6NANrLTW/tIYk41eF+MSY8wFSGK/F9gLfJfQNZIOni8VOYqiKIqidEl0u0pRFEVRlC6JihxFURRFUbokKnIURVEURemSqMhRFEVRFKVLoiJHURRFUZQuiYocRVE6JcaYWcYYa4w5L9ZjURQlPlGRoyhKZ+U64C3E1E9RFOUUVOQoitLpCPV3uxhYSEjkGGMSjDGPGmM+McY8b4z5X2PM7NDPxhlj3gg1eHy52V5eUZSujYocRVE6I1cDL1lrdwJHjTFjgWuAgcD5wM3AhXCiH9x/ArOtteOAvwC/jMWgFUXpWNynP0VRFCXuuA5prAnSjuE6wAM8Za0NAqXGmNdCPx8OjATWS3s4XEBJxw5XUZRYoCJHUZRORahn0XRgpDHGIqLF0tLf6JR/Anxirb2wg4aoKEqcoNtViqJ0NmYD/2WtHWCtHWit7QfsA44A3w7l5vQEpoXO/xTIMcac2L4yxhTEYuCKonQsKnIURelsXMepUZungT7AQWA78CdgE3DcWtuICKNfG2M+ArYCF3XccBVFiRXahVxRlC6DMSbVWlsd2tJ6D7jYWlsa63EpihIbNCdHUZSuxPPGmAzAC/xCBY6ifLnRSI6iKIqiKF0SzclRFEVRFKVLoiJHURRFUZQuiYocRVEURVG6JCpyFEVRFEXpkqjIURRFURSlS/L/ADkCpurhZhMAAAAASUVORK5CYII=\n",
       "text/plain": [
        "<Figure size 648x288 with 1 Axes>"
       ]
@@ -1840,12 +1849,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 648x288 with 1 Axes>"
       ]
@@ -1873,7 +1882,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [
     {
@@ -2065,12 +2074,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 648x288 with 1 Axes>"
       ]
@@ -2091,12 +2100,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 648x288 with 1 Axes>"
       ]
@@ -2125,7 +2134,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [
     {
@@ -2318,12 +2327,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 648x288 with 1 Axes>"
       ]
@@ -2344,12 +2353,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 24,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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KG1rnMySdI2mBpAVr166tbxEzMzMrMU1qrpL0c+Bk4EngJxExP501VdJrTd1ZRLyXsc1fA/+dflwN7JexaD/gnbS8Xz3lmeusTpvRugMf7mK/twC3AAwbNqxVzVnz5s1j0apVrdlEydh73jx67pHvKMzMzOrX1JqcpcCREfGdjASn1vCm7kzSvhkf/yHdLsDDwHhJnSQNIOlgPD8i3gU2ShohSSTNZQ9lrDMxnT4FmOP+OGZmZlarwZocSV9IJxcBA5M8Y4eIeHlXHZAl3QOMBHpJWg1MAUZKGkLSrLQS+E66nVckzQJeBaqA89OXDwKcx45HyGenPwC3AnemnZQ/JHk6K+dGjBjB+4891ha7KngjRozg9SUP5zsMy+Caxh1c02hmjTVXXd/AvABG7XJmxGn1FN/awPLXANfUU74AGFRP+SfAqQ3EZ2ZmZu1YYy8DbMnTU2aWJ65p3ME1jWbW1PfkIOkoksfHt68TEXfkICYrEn5r5w65fmunNZ/Pz0ShnJtuSt3BTaltp6lPV91J8uj3IpJhFyBprnKSY2ZmZgWpqTU5w4DD/fSSZfJbO3fI9Vs7rfl8fiYK5dx0U+oObkptO815hHyfXAZiZmZmlk2NPUL+XyTNUl2BVyXNB7bWzo+Ik3MbnpmZmVnLNNZcdV2bRGFmZmaWZY09Qv5HAElTI+LyzHmSpgJ/zGFsZmZmZi3W1D45x9dTdmI2AzEzMzPLpsb65JwHfBc4UNLijFldgedyGZiZmZlZazTWJ+dukrGi/g24IqN8Y0TUO+K3mZmZWSForE/OBmADcJqkDkCfdJ0KSRUR8VYbxGhmZmbWbE194/EFwFXAe0BNWhzAkbkJy8zMzKx1mvrG40uAwyKiMpfBmJmZmWVLU5+uepuk2crMzMysKDS1JudNYK6k37PzG49/npOozMzMzFqpqUnOW+nPbumPmZmZWUFrUpITEVcDSOqafIxNOY3KzMzMrJWa1CdH0iBJC0lGI39F0kuSjshtaGZmZmYt19SOx7cA34uIAyLiAOAy4Ne5C8vMzMysdZqa5OwREU/VfoiIucAeOYnIzMzMLAua/HSVpH8G7kw//x9gRW5CMjMzM2u9ptbknA30Bu4HHkinv52roMzMzMxaq6lPV60DLspxLGZmZmZZ02CSI+nhhuZHxMnZDcfMzMwsOxqryflbkiEd7gFeAJTziMzMzMyyoLEkZx/geOA04HTg98A9EfFKrgMzMzMza40GOx5HRHVEPBoRE4ERwBskY1hd2CbRmZmZmbVQox2PJXUC/p6kNqc/MI3kKSszMzOzgtVgTY6kGcBzwBeAqyPibyLiRxGxprENS7pN0vuSlmaU7SXpcUmvp797ZMybLOkNSa9JOiGj/IuSlqTzpklSWt5J0r1p+QuS+jf76M3MzKxkNVaTcyawGTgUuCjNLyDpgBwR0a2BdacDNwF3ZJRdATwZEddKuiL9fLmkw4HxwBHA54AnJB0aEdXAr4BzgHnAI8DXgNnAJGBdRBwsaTwwFRjXpKM2M7M2d/KUKa3expM33piFSFpn9IXusVEsGuuTUxYRXdOfbhk/XRtJcIiIp4EP6xSPAWak0zOAsRnlMyNia0SsIOn7M1zSvkC3iHg+IoIkYRpbz7buA0YrIwszMzOz9q2pbzzOlj4R8S5A+nvvtLwvyaPqtVanZX3T6brlO60TEVXABqBnziI3MzOzotLWSc6u1FcDEw2UN7TOZzcunSNpgaQFa9eubWGIZmZmVkzaOsl5L22CIv39flq+GtgvY7l+wDtpeb96yndaR1JHoDufbR4DICJuiYhhETGsd+/eWToUMzMzK2RtneQ8DExMpycCD2WUj0+fmBoAHALMT5u0Nkoakfa3mVBnndptnQLMSfvtmJmZmTVtgM6WkHQPMBLoJWk1MAW4FpglaRLwFnAqQES8ImkW8CpQBZyfPlkFcB7Jk1pdSJ6qmp2W3wrcKekNkhqc8bk6FjMzMys+OUtyIuK0XcwavYvlrwGuqad8ATConvJPSJMkMzMzs7oKpeOxmZmZWVblrCbHzPKjtS9ce/wXv8hSJC13/CWX5DsEMysBrskxMzOzkuQkx8zMzEqSkxwzMzMrSe6TY2Zm1sYOGXxyq7exYvnjWYik5QYMPD6v+28KJzktkI2RdN2508zMLLfcXGVmZmYlyUmOmZmZlSQ3V5lZyWptv4d893mA4uj3YFaoXJNjZmZmJck1OdYqpfCEAPhu2cysFDnJMTOzojH6wgsbnD/vrrtatf0RZ5zRqvWtsLi5yszMzEqSkxwzMzMrSU5yzMzMrCS5T46ZtRmVl9Nt4EA6VlQ0uNyyZcvaKKKGVW3r2egyZaqic8ePKFO0QURm1hxOcsyszXQbOJB9DjiA7hUVSNr1cn36tGFUu7Z1y0cNzo8I1q3fwIeVsHv5hjaKysyays1VZtZmOlZUNJrgFBNJ9NizOzXh+0WzQuQkx8zaVKkkOLVK7XjMSomTHDMzMytJTnLMrKD81yOPIInly5cDsHLlSu6+++7t8xctWsQjjzyyy/UXLFjARRddBMDcuXN57rnnts+7+eabueOOO3IUuZkVGic5ZlZQ7nvgAY455hhmzpwJNC/JqaqqYtiwYUybNg34bJJz7rnnMmHChBxGb2aFxL3lzKxgbNq8mRdefJG5f/wjJ598MldddRVXXHEFy5YtY8iQIZx22mn88pe/ZMuWLTzzzDNMnjyZZcuW8c4777By5Up69erFOeecw3XXXcdNN93EzTffTIcOHfjtb3/LjTfeyJNPPklFRQXf//73WbRoEeeeey4ff/wxBx10ELfddhs9evRg5MiRfOlLX+Kpp55i3boPuflXN3HM0Ufl+09jZi3gmhwzKxi/nz2b0V/5Coceeih77bUXL7/8Mtdeey3HHnssixYt4vLLL+df//VfGTduHIsWLWLcuHEAvPTSSzz00EM71fj079+fc889l0svvZRFixZx7LHH7rSvCRMmMHXqVBYvXszgwYO5+uqrt8+rqqpi/vz5XPfTa7nmJ9e2zcGbWdY5yTGzgnHfAw/wzbFjARg/fjz33HNPk9Y7+eST6dKlS5P3s2HDBtavX8+Xv/xlACZOnMjTTz+9ff43vvENAIYOHcKqVW81ebtmVljcXGVmOzn+kksanP/s9Okt3nZZWRllHTpQ0avXZ+ZVVlby9LPPsvz117nkBz+guroaSXz9619vdLt77LFHi2OqT6dOnQDo0KEDVVXVWd22mbUd1+SYWUG47777mDBhAqtWrWLlypW8/fbbDBgwgLKyMjZu3Lh9ua5du+70uSG7WrZ79+706NGDP/3pTwDceeed22t1zKx0uCbHzArCPffcwxVXXLFT2Te/+U1mzpxJx44d+fznP89ZZ53FxIkTufbaaxkyZAiTJ09ucJsnnXQSp5xyCg899BA33njjTvNmzJixvePxgQceyO233571Y7K2N+KMM3b6vGT27AaXH3ziibkMx/IsL0mOpJXARqAaqIqIYZL2Au4F+gMrgW9FxLp0+cnApHT5iyLisbT8i8B0oAvwCHBxRHiUPLMiNHfu3M+U1b7vpq4XX3xxl9sZOXIkI0eOBODQQw9l8eLF2+dldj4eMmQI8+bNazCOXr168pflSxqJ3MwKVT6bq74SEUMiYlj6+QrgyYg4BHgy/Yykw4HxwBHA14B/l9QhXedXwDnAIenP19owfjMzMytghdRcNQYYmU7PAOYCl6flMyNiK7BC0hvA8LQ2qFtEPA8g6Q5gLNBw3aQVnAEDj29w/uo3n23V9vsdeHSr1jez4lXbHLVi/vydygcMH56PcKyN5SvJCeAPkgL4j4i4BegTEe8CRMS7kvZOl+0LZNYpr07LtqXTdcvNzLKiU5duDc7/dOumZEJllO+2e4v24SQ8P2pqaigr87M3pS5fSc7REfFOmsg8Lml5A8vWN8RvNFD+2Q1I55A0a7H//vs3N1YzMytyNTU1dE1fXfDirFnU1NRw0IgReY7Kci0vSU5EvJP+fl/SA8Bw4D1J+6a1OPsC76eLrwb2y1i9H/BOWt6vnvL69ncLcAvAsGHD3DHZzKwd+WTTJpbPmUP1tm2MvvBCqrdtY/mcOfQdNIjOFRX5Dq/F3NTfuDZPciTtAZRFxMZ0+qvAvwIPAxOBa9PfD6WrPAzcLennwOdIOhjPj4hqSRsljQBeACYAOz8jWsBy+cI1gKPPOqtV65uZlYo1S5ZQ++Dtk+mrBCKCNUuXujanxOWjJqcP8ICk2v3fHRGPSnoRmCVpEvAWcCpARLwiaRbwKlAFnB8Rta8gPY8dj5DPxp2OzYrKT3/yEzasW5e17XXv0YMf/PCHu5wfERx77LFceeWVnJh2SJ01axa33XYbjz76aNbisMLSd/Bglj/11E5lkug7aFCeIrK20uZJTkS8CXy+nvJKYPQu1rkGuKae8gWAz1KzIrVh3Tq+lMXmghcaSZgkcfPNN3Pqqafyla98herqaq688konOCWuc0UFA0eN2t5k1aG8nIGjRhV1U5U1jbuWm1m7MmjQIE466SSmTp3K1VdfzYQJEzjooIOYMWMGw4cPZ8iQIXz3u9+lpqaGqqoqzjzzTAYPHsygQYOYNm1avsO3FhowfDid0qSmU0WFHyFvJwrpPTlmVgTq6++18MEHG1xnaDqy+LJly+odnLOtTZkyhS984QvstttuLFiwgKVLl/LAAw/w3HPP0bFjR8455xxmzpzJQQcdxAcffMCSJclbj9evX5/nyK2lysrKGDpmDM9On87QsWP9+Hg74STHzNqdPfbYg3HjxlFRUUGnTp144oknePHFFxk2LHkB+5YtW9hvv/044YQTeO2117j44ov5+te/zle/+tU8R26t0fOAAzj+0kvp0q3h9x9Z6XCSY2btUllZ2fa7+Yjg7LPP5kc/+tFnllu8eDGzZ89m2rRp/O53v+OWW25p61Ati5zgtC9Ocqzg1X1Xw3urFza4fJ9+Q3MZjpWg4447jlNOOYWLL76YXr16UVlZyebNm+nSpQudO3fm1FNPZcCAAZx77rn5DtXMmsFJjpnlTfcePRp9Iqq522uJwYMHM2XKFI477jhqamooLy/n5ptvpkOHDkyaNImIQBJTp07dab3dOiUdWTt27ES/A4cATsKtcPgG0UmOmeVRQ++0ybWrrrpqp8+nn346p59++meWW7iw4QuDmRUuJzkFqu4TLE19esXMzMwSTnLMrNVqk+zX5s7dqfywkSPbPhgzs5STnCLhi4gVg8NGjuTtRYsA2G/IkDxHY2btnZMcKzq1neMq33ttp/KefQ7LRzi2C5VvvUXP/ffPdxhm1o45yTGzrKmpqaHLnnvy3IwZ7N6jB6MuuMBvljUrEO3xBtH/+xSZQ/7u79h9zz3Zfc89eXvxYmpqavIdUt707HMY5bvtTvluu5f0l7SYrJg/f/v01k2bdvrcXvTpN5Q+/YbSsXz3nX5qy82s7bgmp8ismD+f3Tp3BnZcRA4aMSLPUeXfls2VdNmjZ77DaNc+2bRp+yjPANXbtrF8zhz6Dhq0y9Ger7/+p2z8aEPWYujarTuXXfaDBpeRxPe+9z2uv/56AK677jo2bdr0mUfKzaz4OckpIpkXkaMmTmzSRaSUReyoxfrr6oX0P3QUkisn82XNkiVExE5lEcGapUt3mYhv/GgDZ5zypazFcNd9LzS6TKdOnbj//vuZPHkyvdpwsNCIGp+fVpBK+dwszaMqUZkXkedmzAB2XETao/WVK3h/zWLKd+tC9batrK9cke+Q2rW+gwcjaacySfQdNChPEdWvdpTxG2644TPzVq1axejRoznyyCMZPXo0b731Vov3U9ahI7tX9OTD919j3do3fH5awSrlc9NJThEplotIW6ja9gmVf11ORDWr33yOiGoq/7qcqm2f5Du0dqtzRQUDR42iQ3k5AB3Kyxk4alRB1jKef/753HXXXWzYsHNT2QUXXMCECRNYvHgxZ5xxBhdddFGLtl97fq5+8zkAn59WMOo7B0v53HSSU0SK6SKSaxs3rCGIOqXBxg1r8hKPJQYMH06n9HzsVFHBgOHD8xxR/bp168aECROYNm3aTuXPP//89qEdzjzzTJ555pkWbcMqPJoAAAzESURBVN/npxWqjRvW8OHa1/nw/de2/5Tyuekkp8gUy0Uk17p274tQnVLRtXvfvMRjibKyMoaOGQMkL7As5MfHL7nkEm699VY2b968y2Xq1pw2lc9PK1Tt7dws3P+BrF7FdBHJpY7lnem5z0CkDgBIHei5z0A6lnfOc2TW84ADOP7SSwv+RYB77bUX3/rWt7j11lu3lx111FHMnDkTgLvuuotjjjmmRdv2+WmFqr2dm366qgjVXkS6dOuW71Dyas+eA1hfuYKqTz+mY3kn9uw5IN8hWaqp52bXbt2b9ERUU3Xt1r1Zy1922WXcdNNN2z9PmzaNs88+m5/97Gf07t2b22+/vcWx+Py0QtWezk0nOUWqvSc4AFIZ+/Qbyuo3n6VPv6El+whkKWvsnTa5sGnTpu3Tffr04eOPP97+uX///syZMycr+/H5aYWqPZ2bTnKsqHXZoycDBh5Px/Iu+Q7F7DN8flqhai/nZummb9ZulPqX1Iqbz08rVO3h3HSSY2Ztqu5bkYtdqR2PWSlxkmNmbaZz585UVlaWTGIQEVRWVtK5c2k+mWJW7Nwnx8zaTL9+/Vi9ejVr167NdyhZ07lzZ/r165fvMMysHk5yzKzNlJeXM2BA6T6uamaFxc1VZmZmVpKc5JiZmVlJcpJjZmZmJUml8pRDU0laC6zKdxwlpBfwQb6DMKuHz00rZD4/s+eAiOhd34x2l+RYdklaEBHD8h2HWV0+N62Q+fxsG26uMjMzs5LkJMfMzMxKkpMca61b8h2A2S743LRC5vOzDbhPjpmZmZUk1+SYmZlZSXKSY2ZmZiXJSY6ZmRkgKSRdn/H5+5KuysJ2r5S0KP2pzpi+qLXbbmCfx0l6MFfbLxZOcoqUpJ4ZX5S/SlqT8Xm3HO3zGUlDGpi/WtISSYslPSVpvyzu+7eSxmZre9Y8BX6+1cbxpVzE0RqSzpa0T8bnBo/J8m4r8A1JvbK50Yi4JiKGRMQQYEvtdERMy1xOkgfNzjInOUUqIiozvjQ3AzdkfHE+BVCirf+Nj42II4HngB82Z0VJHXITkrVWgZ9vtXG8kDmjQC4YZwP7NLqUFYoqkqeeLq07Q9IBkp5Mb+KelLR/Wj5d0jRJz0l6U9IpzdlhegN3vaSngJ9IGiHpeUkLJT0r6ZB0uQWSDstY7xlJn5dUkcYwP13npFb9BUqMk5wSI+lgSUsl3Qy8DOwr6Zb0C/KKpH9JlztJ0t0Z6x0n6YF0+sT0S/aypHsl7dGCUJ4H+mZs/78kvZTG8I9pWUdJ6yX9WNJ8YLikv5H0x3TZ2ZL61Dm+EyT9Z8bnEyXNakF8lgUFdL5lbvcJSTOBhWnZxPQCsEjSv9cmYpL+UdJfJM2V9BtJv0jLd6o1lLQpY/qKdFuLM46t9m9wa3rMsyV1ljQOGALcqzo1XpK+I+lnGZ/Pk/TTlh63ZdUvgTMkda9TfhNwR3oTdxeQWQuzL3AM8L+Ba1uwz4OA0RHxA2AZcExEDAV+BPw4XeZe4FsAkvoBPSPiz8C/AI9GxHBgFHC9pM4tiKEkOckpTYcDt0bE0IhYA1yRvj7888Dxkg4HHgOOldQlXWccyX/GewNXkHzhvgAsBi5uQQwnAJntwRMj4ovA3wDfk9QjLe8OvJx+QV8G/j/gm+myvyX5kmd6HDhSUs/087eB21sQn2VPPs+3P6UJxHMZZSOAH0TEYEmDgH8AjkproToC49OLxD8Dfwt8FRjU2I4kfR3YH/gSSfJylKSj0tmHAb+IiCOALcDYiLgXWASMy6zxSt1N0ixSW9v0bWB6M47bciQiPgLuAOr2l/lbkn83gDtJkppaD0ZETUS8CvSh+f4zImrS6T2B+yUtBa4DjkjLZwGnptPj0s+QnL9XSloEPAV0JjlPjeQLb6XnfyLixYzPp0maRPLv/Tng8Ih4VdLjwN9LeogkKbkEOJ7kovWcJIDdgGease8/pbUv75JcvGpdKunkdLofyZ3LIuBT4IG0/H+RfKGfSPfdAVidufGIqElrBE6XdBfwReC0ZsRn2ZfP8+3YiFhfp+z5iHgrnT6OJLFekG6/C/A2yXn3ZERUAqS1gY1dGL4KnEhaQwRUAIcC7wNvRMSStPwloH9DG4qIjZKeBk6U9CZQnV4grTD8guSmq6EbqMyXzG3NmBaApGuAvwdIE+yGbM6YvgZ4LCL+XdLBwKPpNlZJ2pTeNIwDzsrY39iI+J/MDSptTmvvnOSUpu1fGCXtuRcDwyNivaTfkmT6kFR/TgI+JrkwbFZyJXg0Is5s4b6PJbmA3AFMAX4g6Tjg74AREbFF0jMZMWyJHW+kFLA4Io5tZB+3Ab+rPYaIqG5hrJYd+TzfGoyH5Jy6LSL+OXMBJf0mdvUm1CrSWm4l/cRq/58U8OOIuLXOtg5m54tcNU37v/U3wPeAlbg2sqBExIdp4juJ5P8bSPoZjiepxTmDRpLxiLgSuLIFu+8OrEmnz6oz715gMtApIyl+jKTW6WIASUMjYiEGuLmqPegGbAQ+krQvyR10rSdJqt4nkXx5IPkif1nSgQCS9kgvXE0WER+T3KWfLWlPki/th2mCcwTJnXV9XgX6Shqe7nu3dPm6238b+ICkpmh6c2KznGvz860RTwDfUvq0jJKnxPYH5gGjJe2V9pXJ7Cy6kqSGEJKmrtoO8Y8Bk2r7DEnqp8afwtkIdK1vRkQ8S1KjeSo7/h5WOK4HMv99LwK+LWkxcCYta8ZviqnAzyQ9W8+8/wROZ0dTFcDVwO5KnjR8BbgqR3EVJdfklL6XSZKHpcCbwPYvTkRUSZpN8qU5Iy17L21quDejo+QPgdebs9OIWK2kg/B5wA3AOZL+DCwHXtjFOlvTO+xpkrqSnJ/XA6/Us/jdQLeI+Etz4rKcy8v5tisRsUTS1SRNoGXANuDciHhR0o9Jkp13gAUZq/0H8JCk44E/kNbSRMQjkgYC89Kmr43psTTkduA3krYAw+uZfx8wMCI2tPggLWsioiJj+j1g94zPK0k69tZd56xdbaOxfaSf/0+dz8+QNIPW+n8Z895hR9JdW7YZ+Kd69vMESZLfrnnsKitKSp7meT4iZuQ7Fit+Sp74GxQRl7Txfh8F/i0i/tiW+zVrL9xcZUUnfYrgMOCefMdi1hJps9lfgHVOcMxyxzU51mySFvDZps7T/XSI5YLPNzNrKSc5ZmZmVpLcXGVmZmYlyUmOmZmZlSQnOWbWapKq0+EV/qxkDKqjGl+r3u2cK2lCtuOrs49fprG+KmmLdoxi3qyBFZu5z39UOjaWmbUdvyfHzLJhS+2r6yWdAPwb8OXmbiQibs52YPXs43wASf2B/97VK/cldYyIqlzHY2a545ocM8u2bsA6AEkjJf137QxJN0k6K52+Nq1NWSzpurTsKknfT6fnSpqqZNTvv0g6Ni3vIOlnkl5M1/1OWr6vpKfTWpmlko5Nl52efl4i6dKGApf0jKRr0nGlLpA0RtILkhZK+oOkvdNtrpLULV1Hkt6U1EtSH0n3KxmFfb6kEVn/65pZk7kmx8yyoUv6/qLOwL7U82bYTJL2IhkyYWBERDr8R306RsRwJSOATyEZcHMSsCEi/kZSJ+BZSX8AvkEysOE1Ssac2p1ktPC+ETEo3e+u9pOpW0T8Xbp8D+DhNMZzgcsi4vI0cRtDMo7RUcBfIuIDSfcCP42IebU1RTRhhHMzyw0nOWaWDZnNVX8L3CGpoYv7R8AnJEMe/J4kGajP/envzJG9vwocmdGHpjtwCPAicJukcuDBiFikZITvAyXdCPyeZJiGxszMmN4fmCVpH6ATUDuMyL3AD0iSnPHsGHvqOOCwdNgHgB6SujRhn2aWA26uMrOsiojnSQY27E3GiN6pzukyVSRjOf0OGAs8uovN1Y7unTmyt4ALI2JI+jMgIv4QEU+TjHa/BrhT0oSIWAd8HpgLnE8y8ndjMkcx/yVwQ0QMBr7LjhHV/wQcLqkncDLwQEZswzNi6xsRW5qwTzPLASc5ZpZV6SCWHYBKYBVJMtBJUndgdLpMBdA9Ih4hGbG+3s6/u/AYcF5aY4OkQ5WMXn4A8H5E/Bq4FfiCklHCyyLid8A/A19o5uF0B9YoqZqZWFsYyVtUHwJ+Afw5Itans54gSaZq/xbNOS4zyzI3V5lZNtT2yYGkNmNiRFQDb0uaBSwmGVl8YbpMV5KRvjunyzfYIbiO35A0Xb2cJh9rSWqDRgL/V9I2YBMwAegL3K5kBHKAyc08rqtIamlWA/NJ+hvVuhd4HsgcRfp84FeSvk3y/+tTZCQ9Zta2PKyDmZmZlSQ3V5mZmVlJcpJjZmZmJclJjpmZmZUkJzlmZmZWkpzkmJmZWUlykmNmZmYlyUmOmZmZlaT/H/82D0JMQrGfAAAAAElFTkSuQmCC\n",
+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 648x288 with 1 Axes>"
       ]
@@ -2378,7 +2387,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 25,
    "metadata": {},
    "outputs": [
     {
@@ -2647,12 +2656,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 26,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 648x288 with 1 Axes>"
       ]
@@ -2673,12 +2682,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 27,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 648x288 with 1 Axes>"
       ]
@@ -2700,12 +2709,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 28,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 648x288 with 1 Axes>"
       ]
@@ -2735,7 +2744,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 29,
    "metadata": {},
    "outputs": [
     {
@@ -2947,12 +2956,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 30,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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58DYlTeVYDGZKmipZd2JT2Ofs7K06RJMj8Cmv1dnG4dpj1NrrA8rfObqKho7Tv9TWFG3k6lGXkxkT+sRkRVECjbYtJTt2NnZXPXGWTFoc1RysWdFju9TI8dTYC/BIR4irglC/8mvaCrBZ87AaE5iQcj0AcREZ7K74DxINo85KjDmDZkdlQDu7q4F823LKWnYTbUpmQsoNRJtSaO4ox+l7lbXWd3KyQM/c7K+QHj2x1/9bKOfWgAY5Qggj3gDnJSnlGwBSyqpO158B3vF9LAU6P55nAuW+P4cqrwXihBAG32xO5/rKeWZa2kRe3Pu6/6wZndAxK3Maw+OzKawvCghICutPUNJUxjdmfYmfrP01h2sLAdhWvot2dwfL8hb1eL84S3Aum/iI2JDZxM/MVA7Q7GgN+7spigIRxlgaO07y5uFvocnQZ0plRE+lrGWn/3Nl234MOnNXj68h+9hf/RYj4hdgMpw+JiIvYSHp0ZNocVSQGDGc4satlDbvCGgXbU5mQsp15NuWcbDmHTaVPE27qwGX1k6SdSQ19oJOd/awp/I1FeScBwbsdZXw7un9G3BISvnbTuVpnapdD5w6velt4GYhhNm3a2oksBXYBowUQuQKIUx4Fye/Lb3bwtYCN/na3wG8NVDfRxlYSZGJ/OTSbzEzYwpT0ybwg/n3Mtx3AF+oQ/acHhfVbbX+AOeUdSc2h3W/UYnDA/JTZcaksSxvEenRKVwz6gqEb6IwLSqZm8Ze5f8MkBGdGpCkU1GUnmmah00lT3cZ4CRZRxNrSQsqP/M1Us8k9e1F/k/H6tfz7tH7WXP8MZo6ytHpjOyueuWMNjqmpnmXd24re56jdatodpTj0toBAgKcUzqne1CGroGcyZkH3AbsE0Ls9pU9gHd31GS8YfgJ4G4AKeUBIcQrwEG8O7O+Jn0r1YQQ9wIf4N1C/pyU8lT66O8DLwshfg7swhtUKeepUYkjuG/uiKDyhTlzeb9wLR1u7y+7JGsi09In4tE8GHUGXNrpBYtxlhgA2l0dPL/nVfZUHmBYXCZfmPxZUqMCswrfO/OLfGr0EtqcdkbbRvhnbG6bdBNLRlxKY0czIxNz0QkdcZZYNpzcQrwljuUjF4ec3VEUJbQOdzMbip/E00WAA5AVM52yll1nfS+BnliLd/K/3l7EzoqX/Nf2VL1KcdPmEIGWd22epnkCZpK6ExEis7ky9KjDAJXzQkVLFeuKN2HWm1mcO49YXzDz5uH3+fe+N/1pIX604Jvkxmfz1x0v8uHxj/3th8Vm8uslPx6s4SvKRcvhbuWDwodxePp/se6I+EsZbVvKx8V/pMVZgUBPcmQ+s7O+hEkfyZHaleytej2svqzGRPJtywKCou5ckv0NUqPVdvKhYFAOAxyqVJBz4aluq6WipZrRthFYDGYAvvbuA9TY6wLqXZm3mDsmf6bb05EVRelfx+rXsbPiX31qK9Aj8YS8lmQdxYyML1DUsIGqtkMBr6j0woxRb8FmzQtae9NXVoMNDRc6YWB88rUMi5vVL/0qZ6+7IEflrlLOe8mRNpIjbQFlw+Iyg4KcFYVryInPYmHO3HM5PEW5qPU9oaUgPXpil6+wau0FrDz2cJfn53jcDkqbd5BsHUtd+zFfyoe+P9Q7PC1cMeIBIgxxGPSWPvejnFtqYYEyZNS3N/CbT/7CPe/8gD9s+RstZ7GD6QuTPxMU+ID3/B1FUc6dzJjpmPVRvW43LulTTEy5AaPeGvK6RIYMcM5U33GMWEs6ZxPggDdwer/wQd4+8j1ONm09q76Uc0cFOcqQ8cctz7G1bBd17Q1sOLmVRz7+AycaS3puGEJypI0fLfhmUHleQnAGYburnSe3/p0vv30fP1v3e8pbKoPqKIrSN0a9hcyY4DcJRt3pFCqh0jocqHmLwvqPSLbmY9ZHE2XsOjddd9yaI+BV1imRxqQQtXvmkQ52lv8LdxgnJCuDTwU5ypDg1jwcOGOW5VhDMd9b9XPePPx+l+2cHicrCtbwzI6X2FmxL+BaalQSX5l+GzHmaIw6A1cMX8BlufOD+nhhz6usL95Mk6OFfdWH+M3Gv/TPl1IUBYBhcbMCjmEwiAiWj/w5lw2/n4U597Ew5zsBQc8pBfWrKWvZicPTQqurul/H1OFu6nO+K5fWjsMdOmWEMrSoNTnKkGDQ6cmKSaekOfg8x9cPruDKkZdh0huDrv1u0zPsqNgLwKrj6/nK9NtZnDvPf31x7nwW5cxDIrvc9r2v6nDA59KWCtYUbQzoB7wnIq87sQmHx8kl2bNIilSJOxWlJy2OSjaXPutPlWI1JmI1xnOk9gPyk5Zh1Fn58Pgv/GfSDIRQC5i9a3S6pkOPXmcOmXIi1pxJpCn4dbgy9KiZHGXIuGfGHaRGBU9JuzQXHi14h0V9e6M/wDll1bH1QfWEEN2eaxMq4eYLe17F4T79S9DhdvLA6sd4fs+rvLz/Lb676mdUtao8aIrSk31Vb2J3nd4EYHfVUWsv5EjdSj4peZpmRzmNHX17LR2urnZoeYXebamhMTfrHuZk3k1q1DjM+mgshliyYmYyP/trAzNQpd+pmRxlyMhLyOGJZQ/zxqEV/OfA2/7y+dkziTAG72Yw6Y3ohR5Pp+zG1k71atrq+PjkFkx6Ewtz5hBligzqA+COyZ9md+V+HJ7TQY3d1U5dez02ayIFdcfZWraLytbqgOuPb3qa2ybeyISUMWf1vRXlQtbmCs5Ld0pN2xEG+xiTSKONNleoBxbJuuLHfXWSmJh6E9mxM85it5gyGNQ5OcqQtLVsF3sqD5ITl8Wi3HkYdKF/sfx735v89/B7gDfoeeCSbzA2aRRVrTV8/8NfYHd5p8BTIpP49ZIf+8/R6a6fU/XzbXmsK97U7TgFgu/Ou4fp6b3Lgq4oF4tDNSvYXx06445emMhLWMiJxk04PC1ndR+BjriIbMz6KCpb94dVPztuJsWN4aWCAciKmcHsrP93NsNUBoA6J0cZkkqby1l17GOEECwZcSnp0Sn+azMzpjAzY0qPfXxuwnXMypxCaXMFE1PG+BNvrj3xiT/AAahqq2FH+V7mZc8I2c9NY6/CpbnZXr6H9OgUZqZP5i87/tnj/SWS1cc3qCBHUbqQb1tGafMuGjtOBpQLdHikkyN1K7toGTrLeFfMhmgyo6eyr/q/YfWVGjWefNvyXgU5Jc3bmOi6EasxPuw2yuBSQY4yKKrbanlg9WP+fFTrTmzi8aUPhswC3pPh8cOC1tWEmvnRn1G2t+ogOyv2kxmTxsKcOdw+6SZun+TN9/rK/reD2nelq9khRVFACB2Lc7/L4doPqLMfJyEil2hTKrsrX8GpdTd707u3DB3uZvZVv9FNX4GBjsPTQkXLvi7qd010sYZHGZrUwmNlUGw8uc0f4AC0uexsLg0vMV44FufO8yfrBG/uqmlpE/yfPzrxCT9f/wQrClbz1x0v8sctzwW0H5c8OmS/oYKnZXmL+mnUinJh0utMjEu+hhkZX6Cu/Thby//WQ4DTWz3P+hh05oAt4/XtReyteg2TLvRava6UNZ99ElHl3FFBjjIoIk3Bp5hGhSjrq4SIeB5f8iB3TbuFr8+8k19c9n2Mnbagv1+4NqD+5tKdNHWcPvdiXPJoPjPumoCnNrPexJV5iwPazc6cxmhbcOZ0RVECadLD2qJfU912qF/7jbNkE86sT6QxEenLNt6ZU2vr1f2Km8J/vaUMPvW6ShkUC4bN4sPjH/tPNM5LyGF25tR+vUe0OYrLhy8Iec2sNwV81gkdBl3gj8NNY69mYc5cPinZzsrCj6i21/Fe4VquGL4AvU5HdmwGC3MCz9JRFCVYUcNGjtau6mIXU9/lJy5jTNKVrDr+c1qdXR8WmBM3n9Lm/tlwYjHE9ks/yrmhdlcpg8ajedhXfQid0DE+Ob/bs2zC0dTRzLriTbg1D5cOm0OitevFgXsqD/LYhif9288/NXoJt068MaDOymPreG7Xy2gy+OlvWtpETjSWkG/L44tTPkuMOfqsxq4oF6ry5j1sLHmqV20EuhCzLgKrIR6dzoTVGMcY23KSo/IBqLcXs638H7Q6qtFwB7SKs2TjcLfQ7m44m68BgEkfxaU53yTOknXWfSn9R+2uUoYkvU7P5NTxfW7f6mzjbzv/zf7qw2TFZlDWXEFDRxMA7x79kF9d8eMuA51JqWN5YvnD7K06RGZMGvm2vIDrTo+Tl/a+ETLAAfyHEG4s2YbD4+R7877a5++hKBeyspY9vW4T6rUSSOzuehIjhpMQkYurU3LOnRUv0uwIPi1dJ/RBu7r6KjN6OjMy78CgM/VcWRkyVJCjDGlu30nHOyv20eHuYHr6JKxGb46b53a9zMaSbQA0VQemZmhxtrGueBM3jLmyy76TI21MT5/E/46sZEXBGuZmTWN25jQAOtxO2t09ZzgG7y4tRVFCizan9FypF+raj1PXfhyAJOtoQKOhi0BGk92ddNw7Fa17kf3Yn3JuqCBHGZJanW08ufXv7KrYj0Gnx6V5p6ATIuJ45LL7SYiIC8o5dSajLjjXVWdSSn627nf+fFmbS3fw9Zl3csmwWcSYo5iSOp5dlT0fKpYTp6auFaUrefGXUt16iKoQC46thgTs7vouWgqMOise6UCT7pA1auxHur136NdefeORTg7XvEeMJZ2MmKlqRuc8oXZXKUPSC3teY2fFPiTSH+CAN1/Vh8c/BmB4fHZAm87buyONVqanTwy47tbcbCndyfrizdhd7RQ1lgQlBF1ffHrnxDdnf5mbxl7NzIzJXD58Qci8WvGWOO6admvfv6iiXOAMegsLcr5JVkzwQZxdBzgAEpdmZ2zS1cSY08K+n1FnJck6CoPO4ksK2n/n2hyu+4CtZX9nxdH7aXc19Vu/ysBRQY4y5Gwt2826E12nU3D6ckzdOeVmRsTnAJAWlcw90+/A5Ns11eay89iGJ/113ZqbH6/5NY9vepont/6d73zwU0AGHewV2+lsnQijhc+Mu4b75t7DXdNuISM6NWgs35//VbJjM87m6yrKRcEWmddzpSCSo3WrGB6/gNy4+d3WNOtjWDDsWyzO/R419gLcWgfereXdb67RYQAEFkP4B5E6PK0cb1gXdn1l8KggRxlSpJQ8t+vfview0Kb6DvVLiUri0cvv5/nrnuD3yx6mpLncH9QAVLRWs73cu0B4Z8U+jjWc8F+ra29gd+UBrs1f6i+Lt8R2uYanw90RtPbGFpEQMoO5oijBDKJvr3ecnjZ2V/6HFmcl8RE5gPc1VHr0JPQ6s++znilpN6MTenZW/IvenJbs3Y0lyYmb07txue29qq8MDrUmRxlS3Jqbhvaup4EFIiDHFeDPUB7qNOL/7H+LJGsiDrcz6JrD7eTzE65nYc4cau315NtGYtIHruPRpIZO6HC4nQGvzQCspoiwv5eiXOxq7ceCygSi2weawPaFRBqTMOgisFnzmJnxRT48/hitzkokHraVPY9HOnruqAvNjnJy4+ZT1LghjNqC3Hh1Rtb5QAU5yqB75cDbvH1kJR7NQ17CcKakjmdnZeicMpfmzPYn4TzT4tz5rDr2MU2O0ycXV7RW86uNT/HbpQ9isyZQa/euATDpjcz3JetMj04l/YxXUetObOLFvW/Q5rKzMGcud065malpE9hZsa/T/dQvOUUJV3xENkWNgWXhBjinnDpMsLJ1H+8c+T7uTkFNeAFO1+kfIk02Jqd+hnzbMtYU/QqHpzngul6YMRsiMeujmJx6M3ERasPB+UAdBqgMCrfmZk3RRnaU7w3awZRvG8nIhByONxQzLnk0U9MmsLfqEOnRqUxPn9jtoYHNjlYeWP0o1W21AeW/uuJHxFli+eWGJznWUAyAzZrAw4u+i82aEFC3uq2Wr6/4UcAv4Dun3MzCnLm8X7iW0uYKpqSO7zKjuaIogaSUfHLyz5S39v7MnP5i1FlxaaFfMcWY07g059tYDN41eXZXPe8evT+oXpQxhfykpWoWZ4hRhwEqQ85T255nw8mtIa8drTvGw4vuCygLd+1LjDmKqWkTAnJTRRgspEYlU91W6w9wAGrt9bx9ZCV3Trk5oI/jDcVBT5gFdUUsy1vEdfnLwhqHoiin1diPDmqAA4QMcEz6aFeqz44AACAASURBVBbmfIsYczpCnN6E4HC3huyj1VXF9vIXMOkjyYiZPGBjVfqPWnisnHNtTjsbT27r8npypO2s+v/MuGuYmjYBgSAxIp5vzPoSFoOZZkdw1uNQZcNig6eh8xJy/H+ubK3udt2QoiiB2l2NPVfqQZw5u+dKvZRvW0KsJcMf4GjSQ0nTNqpaD2LUdZ0weHPpX2lo75+TlJWBpWZylHPOoDNg0htxeIIXA0cYLNw784tn1X+UKZIfzL8Xp8eFUWfw/wLLt40kJdJGVadXWZcOC95RcaSuMKhMJ3R0uB38euNT7Ks+jECwfOQivjD5s2c1VkW5GJQ17zqr9mZ9DI2O4KBCJ/Q9nGoceg1OhCGOMbYr0en0FNZ9REJELgnWYWwofpKqNu8uSh16ok2p2F0NQet9NOmhoG41MzPP7neVMvBUkKOcc2aDievHLOfl/W8B3qDnO3PuJiMmjSRrAvoQu6R60tDexCcl24gwRjA3azoWgzlop5RBp+eni+7jnaOraexoYsGwWSFzZ9ldwekcOtwOPjz+Mft86SMkkhUFa5iXNZORibm9Hq+iXCw8mouylt19bp9gyaG+40RQuV6YmJByHSZ9FCa9lS2lzwW8kkqIyGVO1l0cqnmP4w3rA9q2uxvZVflywGnIkUYbba7TD0AaHiKM8Swb+VO2lD7HyaYtAX3010nKysBSQY4yKG4YcyVT0yZQ3FjK+OT8bjOGd6e8pYq/bH+BI7XH/Oto3itYw6OX349BF/zXOyEintsn3dRtn3Myp/HawXdodbYB3tmledkzePPw+0F1K1qrVJCjKN3QCT06YUCTrl61izDEMz/7a7g1B2tP/Droukc62VP5GkvzHiLanMKIhAUcrj39M5ocORqP5kIQ+qHpzCClc4BzSnXbIdYW/YY2Z80Z38nAiISFvfo+yuBQQY4yaHLiss4679Pjn/wlKDVDcVMpuysPMD19Up/6jI+I5dHL7mfV8fVIKbls+CXYrAnMzJjMymOnTzk1681MShl7VuNXlAudw93S6wAHoN3dwMaSP7N0xINd1pFoVLcdIdqcEpTt/HDt+wFBT1/V2gsCPseY05iTeRcxlvSz7lsZeAO28FgIkSWEWCuEOCSEOCCE+D9feYIQYpUQosD373hfuRBC/EEIUSiE2CuEmNqprzt89QuEEHd0Kp8mhNjna/MH0Xl5vHLBa+poDgpwTunqaIRTWc17khKVxK0Tb+S2STf5Dx+cmDKW/5v1/xibNIppaRP58aXfDEgDoShKsN6ehdOZ3VXHkdoPiDB0PdMbZ/E+KLU5q/t8n95wa04V4JxHBnImxw18R0q5UwgRDewQQqwCvgCsllI+JoT4AfAD4PvAcmCk759ZwJ+BWUKIBOBBYDreFWQ7hBBvSykbfHXuAjYDK4BlwHsD+J2UISTaHBVwwN8pWTHpTEkLXGvT0N7EH7f+jf3VR8iITuWeGXcwKnF4r+85L3uGOh9HUXrBrD+7B4GDte+GLNcJI3kJi4gxew/yNOqsODzBuyX7W5Tp7HZ/KufWgM3kSCkrpJQ7fX9uAQ4BGcC1wPO+as8D1/n+fC3wgvTaDMQJIdKApcAqKWW9L7BZBSzzXYuRUm6S3sf2Fzr1pVxAPJqHf+x+hS+++S3+772fsK3Mu4hRJ3R8feadpPi2nNusCXx+wnX8fPH3g9bjPL/nFfZXHwGgrKWSJzY/iyY1jjcU89tNT/OL9U+wtazviyMVRQntZNPmfu1vRPxCRiUuxWqI52jdSt4+ch8Hqv9HcmT4r47N+misxsQ+3V+T7p4rKUPGOVmTI4TIAaYAW4AUKWUFeAMhIUSyr1oGUNKpWamvrLvy0hDloe5/F94ZH7Kz+/+sBWVgrTy2jhUFqwFvdvHfb36Gp656lFhLDGOSRvKH5T+nw+3w57AKpbD+RMDnGnsdpU3l/PSj39Lu9u6m2lt1iAcXfpuxSaMG7LsoysWmqu1Qv/Z3rGEdnbeFa9LNwZp3sBoSum50BlvkSKal3cLJpi1UtB6gqvVA2G11Qi1lPZ8M+GGAQogo4HXgm1LK5u6qhiiTfSgPLpTyr1LK6VLK6UlJST0NWRliDtUGnlvj0twBQYsQotsAx+5qx+EOPOci1hzN33a+7A9wwLt2YHPpjv4ZtKIoAMRZ+vvBMvQaH7u7PmT5mUz6SMYmXYXZEMXIxMuYkvqZXgUuEb0IppTBN6BBjhDCiDfAeUlK+YavuMr3qgnfv0+tFisFOm+1yQTKeyjPDFGuXGBGnbFFWy/05MZ3/YtTSklpcwVtTjuHagp4YPWjNJ1xsnGTo4VDdQVBbc/2tGVFUQLlJSwk0jiwP1e9CVKmp91GnOX0fzqizalc6kvtEI6S5m14tN7vFlMGx4DNu/l2Ov0NOCSl/G2nS28DdwCP+f79Vqfye4UQL+NdeNzke531AfDIqV1YwBLgfillvRCiRQgxG+9rsNuBPw7U91EGz7K8RZQ2V7K+eDMx5ihum3gTCRFxIevW2ut55OM/UNpcgUEYkEg83Z6IetoY20guH35Jfw5dUS56ep2RnLi5HKh5u899nDrwb4ztKg7VrKDVVQV4g5uEiFzGJF3JppK/4NZ6zkS+qfRpllkeJsqcTHXbEfZV/ZdWZzVuLfgE9lA06aaidR+ZMVN7rqwMugHLQi6EmA98DOwD/6lLD+ANSF4BsoGTwKd9AYsAnsS7Q8oOfFFKud3X152+tgC/kFL+3Vc+HfgHEIF3V9XXZQ9fSGUhP39JKenplICntv2Dj05s6lW/WTHpfGvOl8mMUdtCFWUgOD12Pih8iA53f+R8E9isIxkeP5+MmMkYdGYAGtpP8uHxX4TVQ0rkWKan38aKgh/26eTi2Zl3kRU7rdftlIExKFnIpZQbCL1uBuCyEPUl8LUu+noOeC5E+XYg+Fx+5YIUzjFIla013V7PjctijG0UKwq9C5kNOgO3TLwhIMCptdfz7M5/caz+BGOSRvKlKZ9T5+Eoylkw6a3MSL+dj0/2x2S7pNZ+FIs+mmFxs/ylZkMUIxMuo7D+IyTdz942O8rZVfFynwKcaFMK6dETet1OGRxqmbhyQRmZMJzDnRYqRxgsdLgdSCRTUsfznblfwaQ3ctnw+ZxoLGFc8ihanXY2l+5kfPJookyR/HHLcxyq9a7X2Vy6E4+m8d159wzWV1KUC0Jq9HjGJl3N0bpVeDR3D4FI6MSanZW27KDZUUmkMYETjZvZVfEfJOFt7/ZobmrswWvyeiZIi56EXmfqQ1tlMKggR7kgNDta+MX6P1DUeBKBICEiljFJo/jsuE9h1BtwedykRJ3eWZcVm05WbDqvHHib1w56DxuLMFj4wfyv+wOcU/b7knIqinJ2xiVfw9ikqwD4oPCntDgrA64L9IxPvg6TwcqO8n/22N/KwocR6NDo3UJgp9baxRVBdsxMmhzlNDlKQlyXHK1bSVbsNBIicnp1T2VwDPgWckU5F946/AFFjScB71bw+vYmbh5/LSlRSSRExAcEOKe0Otv476HTuW3a3R28efg9hsVmBtTrbieXoii9I4QOIXTMyLidCIN3A4E3iabAYoghxpJKq6OKrlc7nCbxhB3giLCe6QU58XPQh0ju21lzh9rIe75QQY4yJHk0D+uLN/PS3jc4WHO0x/pVbYFrcSSSqtYaGtqbKGo4yapj6zlSeyygTofbEbTzqsXZyldn3EFGdBrgXcNz17RbzvLbKIpypkTrCK4c9QgjExb7Xl1J2t0NfHLyLxypW0lPr6t6Q6AnyhTOGWkah2s/oLHjZJc1dMJAclR+v41NGVjqdZUyZLg8Lg7XFpIQEc9/D7/H+mLvcfBvHfmAe2d+kQXDZnfZdmbGlIC0DLHmGN4tWM3Oin0B9W4Ys5ybx3uzf9isCUxIHsO+6tMnsi7OnU9ufDa/W/YQ7a6Obg8ZVBTl7OiEnmZH4Cur7tbq6IUJIXS4tY4u64Qi0WhxVoRZWaIXZjRp7zROA9GmVIx6C2OTrsJqVAcCni9UkKMMCdVttTz00eNByTZPWVGwutsgZ8Gw2Tg9Lj4u3kycJZaUqCTePPx+UL23Dq/kuvxlWAze4OW7877C+4UfUdZcyYyMSczMmOKvqwIcRRl4NmseVW0Hw6o7MnExUaYUtpc/33PlAOHNCgkEo2xX0OqsYnflK/7Saem3khM3p5f3VIYCFeQog67V2cZzO1/uMsABghJuhnL58Ev8h/k9s+OlkHU80oNbO/2kaDFYuC5/WS9HrChKfxltW4LdVU9x01Z0Qo9baw9Zz6KPobB+LfGWYczOuIs9la/S4WlCCD0CgUeGd5jfacE7uMYkXUVa9HhgPGZ9DNVth8mJm4stcgQAdmc9JkMUBrW76rwRdpDjO9xvpJTy70KIJCBKSlk0cENTLga7Kw/w+Cd/weHp+heUXui4Pn95r/qdlj6RVcfXB5XHW2KJMkX2epyKogwMndATa8kgpiOFxo5QO5q8Ojze1Ic19qN0uFto9zQAIGXvz7qJNCZh0kfS0HGi0zgM5MbNA2Bv1Rscqf0AgJLm7czO/DIHqt+ioeMkBp2FqWmfY1hc1zPLytARVpAjhHgQmA6MBv4OGIEXgXkDNzTlYvDi3tdDBjhpUcl8aernKW+pZGLKWNKjU3rsS0rJnqoDVLRUMyVtAndM+jSvHPifPwmnQHD39NvCGpdH86ATurAOIFQUpfc63M0crfuQ8ua94a+X8emqfow5HYshmuq2I922d3raaHOd3qygF2bmZn2FavsRqqsPU9y0xX/NrXWwpfRZXL4ZJrfWwY6Kf5EePQmjPqJX41bOvXBncq4HpgA7AaSU5UKI6AEblXLRaGgPPuZ9ed5irs1fSkJEHBNTxoTd19M7/smaoo0APL/nVZCgoZEYEc/87JlcMmwW2bEZ3fbh9Lh4evs/+aRkGzHmaG6f9GnmZc/o3ZdSFCWIJj2UNe3C7m6g3dVIWctO7K7wMoefSaAPuUBZJwxoWs8zOy7NHvDZIx1Uth6goP7DLuoHvkLzaA7srnpi9d3/PlEGX7hBjlNKKYUQEkAIoeb7lX6xYNgs3i1Y7f88P3smX5zy2V73U9/ewNqiT/yftU5T2HXtDdhd7T0GOADvHF3Fxye9T3ENHU38ads/GJc8mjhfWodWZxstjlbSwphZUhTFq7GjjNXHH0GT4ZxILDDrI4kwxtHmrAsKMKDrHVhRpiRKm3f0aYzHGj4Ku26k0UaMOa1P91HOrXCDnFeEEE8DcUKILwN3As8O3LCUi8WtE2/EZk3gQM1R8hJyuHrUFX3qx6NpyG52UFS31YbVT2H9iYDPbs1NcWMpcaljefvISl7e/xZuzc2I+Bzuv+ReYsxqQlNRerK97PkwAxwYHj+faem3AqBpbuyuBtYXPxHweqkretH3BcHhji8hIpeZGV9ACHXM3PkgrP+XpJS/AV4DXse7LucnUso/DOTAlIuDXqfnqlGX8715X2Vq2gS2lu2isaM5oE55SxXP736FZ3a8yMaTW3F6gk84TYpMZEb65C7vMytzaljjGZs0KuCzQejRpEatvZ6X9r6BW/P+IjzWcII3D38QVp+KcrHrTfbxxo5S/59r7AVsLn0Gp8feTYvTips29XpsvRFrzmBRzn1Em1MH9D5K/wl34fEvpZTfB1aFKFOUs/bKgf/x2sF3ADDpjTxwyTcYmzSKOnsDD6x+FLvLO2W96vjHRJui+OGCbzA8fpi/vSY1rh+znAkp+TS0NzE8PputZbuptdczL3uGf2t5T5bnLaLOXs+aoo20uztwSw+PbvgjkcaIoJmiipaqfvr2inLh0qQH0cXzdKw5i2ZHWUA28FPbs52eNjaW/BmP5jgn4wxHbvwl6MI4zkIZOsKdbwv1DqF3e3oVpQttTnvAwX1Oj4vXfUkzN5Vu9wc4p7Q4W3lp7xv+zxUtVfzfez/mgdWP8sLuV9lcupM/bn2OZkcL/zf7SywZcSmF9UWsPr6hx9dWep2eOyZ/Jmj9TpsreF3AqMQRvf6uinKxqWjZi90deoGxNwnm6R2MOmEg3+b9T0udvegcBjjh7aLcX/1f3J7enbasDK5uQ1IhxD3AV4HhQoi9nS5FAxsHcmDKxcPpcflfA53S5vJOT0carSHbdD448D8H3qbKF7y4pYeKVu8My56qgzy9/UXyEnJ41TdLpBc67pt7D9PSJ/Ywpp4PFoswmnusoygXu/YeXlVJPJj0UYxP/hSpUeOJNCUCEGfp351LJl0kyZH5NDvKaXZWEG/JJiN6Kgdq3kES3noct+agw9NClF6dhn6+6Gne7V/Ae8CjwA86lbdIKfu2909RzhAfEcvUtAkBeaZOvV6amzWD9ws/8mcYP2VO1nT/n6tau56dOVhzlP3Vp8/M8EiN1w+922OQszRvEX/Z/kK3dcI5u0dRLnYZ0ZPZU/lqtwt7nZ5WrMYEf4ADYNJHhX0Pg87SYz6rsclXMzJxMeBd0KzTGdhZ/u+wAxyAOEtWmIk+laGi2yBHStkENAGfAxBCJAMWIEoIESWl7DpVq6L0wrfn3MXKY+spba5gWtoEZmR4FxGbDSYeuewHbCndxcaSbbS7O5iSOp6rRl3mbzszYzLHGk6E7HdE/DAO1RYGlDncPc/SLM6dh9Vg4aV9/6XWXk9ObCaR5kj2Vh1EILhixAImJId/ho+iXKwijHFMS7uFbT3km+pwB2442Fwa/gZeKbveWWnURTAsbg55CQv9ZTqdAU16KGrYEFb/Bp2FeEs2UeZkKlv2kxo9PuyxKYMr3IXH1wC/BdKBamAYcAgYN3BDUy4mJr2Jq0ddHvKaXqdnbvZ05mZPD7qmSY1NJYHnYsRZYmnsaCLflsdXZ36BVw78z5/RHGBp3sKwxjQ7axqzs6YFlNXZG9Dr9P5zcxRF6VlO/FyaHRUcrV+NlBrxlmFnpFQwYtbHsqfyVersRcRFZFHesjusvo26CDKiJ3Oii51VLq2dwvo1lDbvwGbNY1zS1cRY0nF57GhhzOIIdMRZsqmxH6XGfpSihg1MTfs8IxIuDWt8yuAKd5n4z4HZwIdSyilCiEX4ZncUZaBoUuO9grXsqTrIjPRJXDFiQVCdvVWHONEUmO+m1dnG89c94c8i/pXptzM2aSTFjWVMTh3HlLS+P4UlWuP73FZRLmYTU28kP2k5UnowG6Kpsx9jW/k/aXFUoEkXG0v+6K9b134s7H5nZtxJWvQE2t3NVLUd6LJeh7uJ0uYdlDbvIDt2FrMy78RiiKPD3dhlG5t1JDr0VNsPB5QX1K9VQc55ItwgxyWlrBNC6IQQOinlWiHELwd0ZMpF77ENT7K70vtLa3flfvZVHeLbc+8OqBNqgbBbc1Njr2VFwVqO1h1jVOJwbp14I4tz55+TcSuKEppJ791IIKVGSdMOWhy9y1l1pmGxswGJRGO0bUm3QU5nJ5u2kBU7g0U59/Hh8UdxaW0h6xl1Fipa9wWVG4TxbIatnEPhBjmNQogoYD3wkhCiGnqxWktResmtefwBzimby3ZysqksYHv35NTxRJkiaXWe/iWVHZvBKwfeYWvZLgBKmytodbZx39x7zs3gFUXp1vGGjymoX91zxW4I9BQ3baa4aTORRhuuXm43P1j9DpePuJ8E6zCqWg8GXdcLE9VtR0PeeUzSVX0ctXKuhRvkXAu0A98CbgFigYcHalDKxaO6rZZ3j66m3d3O4tz55NvyANB1kf37obW/IS06BYvBwg1jljMueTS/XfoQT237ByVN5Yy2jeALkz/LV9+9P6DdtrI9vHLgfyzKmUtSZGLIvhVFOTeqWg+ddR+d81e1uYJ3WAp0AYcMnqnFWQmAQYQ+CsIjg2eJBXoW536PBGtOL0erDJawghwp5anHZA14XgihB24GXhqogSkXvnZXBz9c/UuaHN5dFR8Xb+HhRd9jZGIuOqFjXNJoDtQcCWjT6rJTUF8EwOHaQv6w/GckWuN54JJvBNTLiE6luOn08fASyWsH3+H9wrX8ZsmPSYhQa2sUZTBUtR6iqi04yNFjwkPPOx/D1V2AAxBhiKe0eScjExdT1rIrrD7ToyeqAOc80+2Jx0KIGCHE/UKIJ4UQS4TXvcBx4DPnZojKhWpX5X5/gAPeM2w+Pnl6F9SPL/0mw+Oyu2zv0lzsqQqeZga4a9qtJIYIZFqdbWw4ufUsRq0oSl8V1n/E+uLfB51pYzHE9WuAE44WZwWbSp7u1Vb1Gnuo11fKUNZTWod/4k3IuQ/4f8BK4NPAtVLKawd4bMoFLlQG7xhzNA63k49OfML7hR/1uN07Izp0oryRibk8eeUvuGXCDUHXTPq+ZypWFKXvjtauClne3Q6ngdbhbgo7e7nFEDvAo1H6W0+vq4ZLKScACCGeBWqBbClly4CPTLngjUsaxYz0yWwr956HkRaVwuLc+fxk7a8oavRuCzd0kQxPJ3Qsz1vEaFvX+aP0Oj1L8y5lffFmSprLffdI5pLsWQH1ylsqee3gu9S3NzI/ewaXDw/eqq4oytkTItx0iaGZ9dE4PP3/nx+d0OORAuj6UEGAiSk39vu9lYHVU5DjOvUHKaVHCFGkAhylvwgh+O68eyioK6Ld3c7YpNHsrNjrD3CAoJxWAN+efTdjk0eGnAk6k8Vg4dHL72d7+R40KZmePgmL4fRCQ7fm5idrf0Ozw/vX+mDNUQw6Iwtz5vTDN1QUpbOUyLG0OqvPyb0EhrBTNri0dtKjJmF319PYURKyjkBPmjrp+LzTU5AzSQjRzOkUrRGdPksppTr2VTlrIxNzAe/hf//Z/3bQ9RhTFM3OVgAuyZ7F7KypAdfdmof91Ycw6AyMTRqF7oynRZPexNysGSHvvb54iz/AOeWTk9tUkKMoA6Am5Jbs8MWY06mxB25GiLfkBJye7C0bxuysL1PevI+jdSvR60w43C24NHvXY7MXYDV2vSEhPmLYWY1dGRw95a7S97VjIcRzwNVAtZRyvK/sIeDLQI2v2gNSyhW+a/cDXwI8wDeklB/4ypcBTwB64Fkp5WO+8lzgZSAB2AncJmWIPX/KeWNv1SH/a6VTDDoDP130XdpcbViNEWTGpAdct7va+fGaX/nbjbHl8eNLv41BF95f3YK648GFoXevK4pyltr7sPbGqLNiMkSSGjkWj3QHBTkWQ/CzttWYQE3bUfZU/Sfs+7g0O02O0EFQhCGeGRm3927gypAQbu6q3wDPSSlDb2UJ7R/Ak8CZqZx/J6X8zRn9j8W7JX0c3vxYHwohRvku/wm4AigFtgkh3vaN45e+vl4WQvwFb4D0516MTxliHO7gw7wuyZ5JRkzoxcUAa45vCAiMDtUWsr18N7Mzp3XZprNTqR8C7zkrRM3TSprK+fD4x+h1epaMuJTUKJWVWFHCEW1Oob69qBctBAuGfYMEay5SSjaWBP+Kd7hbg8oqWw/Q6qwJKu+NfNsy8hIW0+5uIM6ShU70+ZlfGUThHgZ4GHhGCGEA/g7825ehvEtSyvVCiJww+78WeFlK6QCKhBCFwEzftUIp5XEAIcTLwLVCiEPAYuDzvjrPAw+hgpzz2pS08SRZE6mx1wFg1Bm5cuRlXdaXUvJ+4dqg8hZHm/86eNf+hLK5dAcrjq4JKBubNIp52aFfbQFUtlbzwOrHcHi8AdlHJz7hd0sfIlYl7FSUHk1Ivo51xU+A7wybWHMmMeZUSpq3B9TTYSTWksYY21XsrXqDho6T6IUxxKJjASF+vj3SidPT9aupcBTUrSU3fj4JETln1Y8yuMI9DPBZ4FkhxGjgi8BeIcRG4BkpZfB/Zbp3rxDidmA78B0pZQOQAWzuVKfUVwZQckb5LCARaJRSukPUV85TJr2JRy77AauOf0y7q51Lc+YEpHA405G6Y1T7AqJTjDoDMzMm8/L+t1hRsBq90HP9mOV8avSSoPYv7n0DrdOBYdGmKH5y6bfQCR1FDScpbixlfEo+NmuCv86Gk1v9AQ54z93ZUraLJSNUsj5F6UlyVD7L8h6kvGUPkaYkMqInI4QO+/EGf1JOHXoWDb+PeEs2K47+CLvb+zPupiNEj5L6LpJ5trvrQ5TqiDLZwlr87JEOiho2MCHl+nC/njIEhTuTg++U43zfP7XAHuDbQoi7pZQ3h9nNn4Gf4d2n9zPgceBOQq+CkIQ+x0d2U7+rsd8F3AWQnd314XLK4Iu1xHDT2NN5YXaU7+WFPa/R2NHEgmGzuWPyZ/zrbZweV1D7aemTKKgv4o1DK/xlL+59ndGJI4K2m7c4Aqe5HR4HOqHj4Y9+y37fScsC7w6w6emTAIg0WoPuGWUKLlMUJbRocyqjzadfQTd2lARkHdfwcLTuQ8YmXe0PcPrlvqY0pqV/nqTIUTS2l7K17O80OU6dii6w6GPp8ASuGXL3Mh+WMvSEdWiBEOK3wBHgSuARKeU0KeUvpZTXAFPCvZmUskpK6ZFSasAznH4lVQpkdaqaCZR3U14LxPlen3Uu7+q+f5VSTpdSTk9KUusnzhctjlZ+t/mvVLRW0e7u4INjH/FewenXS+OSRjEsNtP/2agzcO3oJRTUBb/zP5UKorqtlg7f2p/ObQHmZE5jW9kef4AD3nQQ/9j9iv/zpTlzyOq0+HlU4nBmpE8+y2+qKBc2h7uFqtaDOD3B2b5PvVbuTNM8IL2pHnpi1keFNQZb5AiSIr1LPYUQjLYtYXzSpzDqIgAZFOAAeEIcYaGcX8KdydkP/EhKGeol58wQZSEJIdKklBW+j9f7+gV4G/iXL5hKB0YCW/HO2Iz07aQqw7s4+fNSSimEWAvchHeH1R3AW+GOQzk/HGsoDpqtOVRbwDWjrwC8h/39dNF9rC3aSLOjlfnZM8mKTafF2cZ/D78X0C4jOpX7P3yEYw3FWAxm5mRO53BdYUCdosYSbNbg5J2tjjbKWyqxWROxGiP45RU/Ym/VQQw6PeOT84O2rCuKclpp8062lP4NeDcEygAAIABJREFUTboR6BmVeDnjkz+FznfQZ3xENkmRo6lpOzV7qqO8ZQ9lLTsRCHwnlvh6CzywTy9MLMz9Lvuq3qC8ZU/342jawfT02zhY8y4Hqt/29aYPSPR5JvWzff7rNsgRQpw6kGQ3kH/mAk4p5c6uFiALIf4NLARsQohS4EFgoRBiMt6/pSeAu339HBBCvAIcBNzA16SUHl8/9wIf4N1C/pyU8oDvFt8HXhZC/BzYBfwt/K+tnA+Gx2dj1BlwdXqaGpU4PKCO1RjBVaMuDyibnDqOWyfewNtHVuLWPMzMmMyW0p0caygGoMPt4KMTnwTd72RTGclWW1C5hsY333+QKFMkX595J1PSxjM1bUJ/fEVFueDtrngFzbd8UuLhSN0H1LUfY2HOfWjShUvr4JLsr3OyaSttzjoO177nDzzkGasQdELv7wvAI11EmZKYl/1VDte8R2H9elweO24ZvH5HImlsL+FQzYpOZV0HOAIdufHzz+q7K4NPhJoq9F/0zpZ0RUopF/f/kAbW9OnT5fbt23uuqAwJm0t38sKeV2nsaGZu5nTmZ88gMzY9YDHwKdvL9/BB4UeYDWZmpE/mmZ0v+meCrMYI7K72sO5pEHosRgua1DDrTTR0nI7jEyPi+dNVj6gnPEUJg5Ta/2fvvsPjqM7Fj3/P9l313mU1927LHYOxTTMktBsIPQQCISFwk1wCIeTmJoRA6i+QhCSEEEoSCL2YbhswtnHv3ZbVe5dW23fn98dKa412Ja1kyyo+n+fxY83MmdmzBq/fPeV9ee3Q3XR+Z1UZn7CS4uYNeHwOkiMmsSjrTprtJawvfbyPJ6pHciy6eBZlfZM4cxZtzmqq2/dxsOFdvL7QKdOijem0OXtd2aAyNelypiSvCqutNLyEEDsURSkMea2vIGcskkHO6FTcXM4jnz9Om7MdjdBw04yrVSM4h+qP8X+f/jbwzU8rNHgVX2+PI8EcR7QxUlVCorurJ1/KtdO+zJ3v/EAV5AA8d8XjIfPrSJIUbGvls5S2fNFvuwh9ErGmbCrbdwz4NfyLhvvMahIQa8qmxVHWZxsNWlZN+AUubwcWfQJ6rfz7PpL1FeQMZHfVYiCn+z2KovRM9CdJQ+LlA28Hyi/4FB8v7n+T83OXYNGbAdhSuVM1tB0qwFmRu5TjTcUkRyRy3fQryIxOo7q9lvUlW3jt8Luqtkadf8FjYfpMPj6xPnB+atIEGeBI0gDMTbsBnTBS1PwZXaMwOo0Jj089pdThrqfDPbgEfr0FOBp0+LrVrzLpYmlzVvb7PB9ePi76OU5vOzqNkbnpN5IdE/byU2kECTfj8QtAPv61OV3jjgrB2YwlaUg02dU7H1xeN1ZXRyDISY4IXkuj02jx+Pz/u05JmsCdhTcGtUmLSuGqKZewu3Z/YM1OkiWB5blLALhl1lcw6YzsrT1ETmwWN8646rS+L0ka67QaPXPSr2N8wnLKW7dj1EVS3LyRZkdpWPcbNBG4fY4+18/0xoePONM4mh2lWPQJZEbP4Wjjx2Hd25V40ONzsrP6RdIiZ1BvO4KiKKRGTkWr0Q+4P9KZF+5ITiEwRTnb5rakEWFT+XZVAj6AiQn5qsBmee45bKvczYH6owgE5+cu5opJl7ClYiexpmjSo1IpaSknJzar5+PRa/U8vPx+dlbvw+V1qSqVV7bVsK1qDzXWOmqt9YxPyJWJ/yRpgNxeBwfq36GqbTeRhhRizVlhBzkuX/C283BZ9LGszH+QFnsFLq8VH76wg5zu3F4bnxT/itbOUaAoYxorcu9HrzUPum/SmRHWmhwhxCv4i2ZW99t4hJNrckaXz0u38IetzwSOdRotF+Yv4+rJq4gyBufHqGirwqA1BAIgj8/DLzf8iT21/rJrs1Kn8oMl30Kn6T++b7I38533HlLt7gJ44pKfy3pVkjQA2yv/SXHL54FjozaKSEMKjXZ1GgeN0ONTgpN8DoZG6JmceAklLV8EpsF0nTlxek6V9Ucr9Hh79Gt26lcpSDj/tPRVOjV9rcnpc4uIEOIdIcTbQCJwUAjxoRDi7a5fQ9FZSepSY63jz9ufU53z+LzMSJkcMsAByIxOV43wbCrfHghwAHbXHGBzxc6wXn9Lxa6gAAegpKXvRYuSJJ3U4ihXBTjgnwryKMHZhBPNBaftdQvizudg/WrVOh+Pzx4U4Jh1iYROon9SpCEl6Jx7gIGSNDz6+zr7m36uS9KQ+eD4J4E1Nd2F2j7em55refznmsO6N1TRTa3QMCnx9H0QS9JYt6vqpaBzAg06EZzNuLcpLI3QIdDgVUJvDQ/laNNHYbWzexoAsOgTUBQfdo/680GgYVbatXxR/pdAxmadxkR2TO+FfKWRo8+RHEVRPlMU5TNgVdfP3c+dmS5KZ6tQtanmpc9UlVXoz/yM2ei7TU1phZZ2Z0dYgc78jFlMS5oYODZo9dy78BvEmmLCfn1JOts5vdagcwo+Vb2qLjqNMeQzZqZ8hekpV9HfiMupsLkbMeqCR4gnJFxEcsQEVuY9yKTEi5mQcAEr8x4kwhC82UEaecJdk7NTUZQ5Pc7tVRRlxpD1bIjINTmjx4nmUn687leBKSOzzoTT4yLSGMH1069geW542UiPNBSx+ujH7Kk9GKhbFWmI4LGVD4bcldXT0cYivD4fkxIL6Jn1W5Kkvh1p+JC9ta+HvKYVxs7RGQWjNgqf4sXtC1U9yD96otMYcXjCy4cTTJ1IsDfRxozANvN4cw7nZH+HRlsRBl0EiRY5ijsSDTpPjhDiLuBbQJ4QYm+3S1FAcF58STqN8uLG8ejKB9lQtrVzl9NuANqc7fx1+z+ZmjSRlDAWAE9MzKfR3syWyl2Bc1ZXB+uKN/LVaZf3e/+EhPx+20iSFNqEhAvRChMlLRtpcZSjcDKHlVdxMj7+QpIjJlDbcYjjTWt7fY7H5+h1wXDPfDihhbs5WGF8/AoEgtSoGaw58Qg2dxMAGVGzWJx9V5jPkUaC/tbk/Bt4H3gUeKDb+XZFUZqGrFeS1Ck7JoPrp1/Jn7Y+qzqvoFDUXBpWkAN0FvpT08hRGUkackIIChLOoyDhPPbVvsHhhg9U1481fURJy+eYdXGDfo1Lxj9Mm7OaI40fYdRG0uasDmz3Hqg2Z1Wg9MPRpjWqa5Xtu2mwFZFokV98Rov+1uS0KopSoijKdUAF4MYfDkcKIbLPRAclCWBK0njVsVZomZQY/gfN3PQZqrU80caosKe7JEk6PaYlX4FBGxF03u2z4/YF15aLCrGrqSedxsQnJb9hW9XzpEROYUHm7bh7qV11OnQtPpZGh3AzHt8N/B9QC4GxRgUYdWtypNFpWc5iajvqWXtiI5EGC9dNv4J4c/jf/AxaPY+suJ9N5TtwepzMTJnC7poDGLR6FmTMCZRxkCRp6PgX90aHDBRc3g6M2qhApuH0qNnMz7iFE80bKG/dQbOjOOgeky4Gh6c1MI21r/Z1jjeuw+4J3lV5OmiEnhhjxpA8Wxoa4S48Pg4sUBSlcei7NLTkwmOp2d7KA2seCRTezI7J4BcrfohBO/A07Qfrj/JpySYiDZFcOn4FCZbBD7lL0li1t+Y1jjd9EpRQLxStMHBezvdJsOQA4FO8vHX4e0HrcSINKRTEL2N3zX9OqW+RhhTs7uawt6dnxyxgQebXT+k1pdPrdBToLAcGu6RdkkaUT0o2qiqLl7VWsr1qD4uzQv4dAWBv7SHeOPQeTq+Li/KXcV7OIg7WH+Wnn/4uUBh0c8UOfn/xzwYVLEnSWFXWspUjjeHlrAHwKi5KWzbh8LSQGjkVITR4QyTltLpqiTQkn3L/rK5aEi3jabAdC6t9k73klF9TOnPCDXJOAJ8KId4FAmkqFUX53ZD0SpKGUKgEg54QH6Jd6jsaeWzDHwNtjjc9y+qja0i0xKsqnzfYmthfd5g5adNPf6claZSqsx0Z8D1FzZ9R1PwZeo2Z3NglpEdNp7J9l6qNQINBG8GMlP/iUP27Idf0hKvZVh5226SI8f03kkaMPhced1MGfAwY8G8f7/olSUOm1dHGUzv+yUPrfsmrB1eHDE4GY1nOIiL0lsBxckQi8zNm9dp+T+3BoCCotLWCfXWHgtpGGUKXm5Cks1W0sa/knQK9xtLrVbfPztGmNTQ7gkupKPj4pPhXxJoyyYldckp91Gq0iH7/ORQkWPKZmfJfp/Ra0pkV1kiOoig/BRBCRPkPleAUlpI0SFZXB+8c+Ziq9lrmZczk3HELAfjNpr9wpNGfFfVo4wmcHhc3zLjqlF8vOSKRX1/4Y9aXbsagNXDeuIWYdKZe22dGp4U87/K6iTFG0+psA2BxViHjE3JPuX+SNJaUt4ReA5lgLsCsj6XFUY7bFToBYBebu5G0yBlUW/eqziv4KGpef8p9dPucqvw9oSk02opotBWRGjXtlF9TOjPC3V01DXgBiO88bgBuVhTlwBD2TTpL/HLDnwLBzJbKndjdDhZmzgmc67KlclfYQc6h+mM8teNfVFtrmZs2g7vm3Uykwb91tcHWxOaKHcSbY1mUWYheq8Pq6ghc72lSYgFfmnABq4+uUU1P6TQ6Hlv5Q8paq4gyRlAQLwMcSequzVlDk+NE0HmzLs5fgXwAM0zTUr5MRtQstlc/rzqvFXqijKlUtoVXeDcUpd9EgieVt+2UQc4oEu6anKeA7ymK8gmAEGIZ8Ddg8RD1SzpL1Frrg4KZD4s+5dOS4ITaqWEm/vP4PPzui6cCIyzbqnYTuy+ab8y9gYq2an609jHsHv9OjdcPvY/dbafV2c7kxAK+u+iOkLWppiZP5JPiTVjd/q2vZp2Jr826hgRLPAkDKBgqSWcTvcaMQKMaJUmJnIJOGKls771+XM97oo1pxJqyOFT3XlDbVnslZa1bTm/H8fe9IH45hxreVZ236OXf99Ek3DU5EV0BDoCiKJ8Cob/2StIARBgs6DTqWLu6vY6iZnU1Yq3QkGRJ4Fcbn+T9Y+vwKb0PLdd1NAQCnC5HG/3fJj8q+iwQ4ADUWOtodfrzchxqOM6/970Z9DyPz8uftz0fCHDAP7pzfu6prQOQpLHOrI9hQuIFgWO9xsKM5Ksw6vpe0tlz6qjNWcOaokdpCFHUs9VVoTrWaywItGH1TyN63wk5Pn4F4xPOR9ujWrpMBji6hL27SgjxY/xTVgA3AsGZmSRpgCINEVwz9Uu8uO9NFBQsOjM2T/AYtlfx8fEJ/9z79qo9NDtauX76lSGfmRyRRJwplmbHyYRgkxILqG6vpcZa12d/SluCd1lYXR1BQVNVe03g57LWSiINEcSbY/t8tiSdjWakXEV2zHw6XPUkR0zCp3ix6BPQacx4wt4RpdDsKAmrZUb0LKYkXebPy+NzkRE9m0bbcQ41fIBPUU9L6TVmnN7g3D1aYSAnbjEH698Nyp9T1PQpU5Muw6CT3/NHg3CDnK8DPwVex1/KdT1w61B1Sjq7XDHpYhZmzqXGWkdmVCr3fvAT3L6+k4Z9Xrql1yBHp9Hy/cV38ved/6aqvZa56TNJikjgvz/4iWpNDfhrWnU/NyNlStDzYk3R5MVlc6L55A6P2WnTaXNaeWT94xS3lKERGi6feBHXTb9iIG9dks4KsaZMYk2ZWJ11rC1+7LSOhvgrmQcym6DXWIgwJDAz9eQuqJTIyVS376epR6Dk9Kq/vHRVKvcqLjaU/TFkCQoFHwfqVzM77drT9h6koRPu7qpm4J4h7ot0FkuNTAqsufn2/Ft4eueLWF0nPwj1Gh3ubtu4Q62b6W5CQh6/vOAhwL9G57a3vq8KZrqCGwUFAcSYolmYOZevTP1SyOf9z+K7eGHPq5S1VjEzdQrXT7+CVw++S3GLP/DxKT7eOPw+545bSEZ06qD+DCRprNte9cJpn+7Jii6kpHVj4PhY0xpqOw7R5qwiQp/Ioqw7iDNnkxQxISjICXbyM6LNWdVrssEWR/h5daTh1WeQI4R4u6/riqJ8+fR2R5JgcdY8FmbOxerq4HhTCXGmGN49uob1Zf7FhUatYUBbyT0+Dw6PU3Wue8CjADHGaGakTO41W3GiJZ7vLrpDda6uoyGoXb2tQQY5khSCy9tBfZhZhQeie4DTpa2zAnmHu551J37Jlyb+mslJq2h1VlFj3Y9BG4FG6HH0U+PK6go9va3TGFEUH0KEu6xVGi79/RdaBGQCnwO/AX7b45ckDQmN0BBtjGJO2nT21B4MBDgAWTEZTEueGPazTDoTS7Ln9dmmtLWCX218ko+Lws+5sTBzjuo4xhjF5MQJYd8vSWcTu7sF6FkrUSDQotOYSImYQkrEZLR9LAYeDB8etlQ+g15rZn7G18iImoVAh8sz+BGlGut+jjSEX6pCGj79TVelAhcA1wHXA+8CL8r8ONKZ9PYR9YfJ8aZiGmxNJA5g6/ZdhTeTHzeO4pZypiVPZFP5dnbXBP9v/PGJ9VyQfy5N9hbWl25GIwTnjltErCk6qO3CzLncPf9WPi3ZRIwxmqunrJLVzCWpF9HGNCL0CXS4u9d5VlDw4vF5qe04iE5j6rWIp1bo0WlMeHzOXotpaoUBBV/QAuNa6wEURWF71QtUte/ps5891+n1prxtB5OSLu63nTS8+gxyFEXxAh8AHwghjPiDnU+FED9TFOUPZ6KD0tntYP1R1docAJ3QEWnoPRV8KHqtnksnrAwcL8tZzN7aQzz6+RN4u21HN2mNrCveyLO7X8bRudX8vWPr+M2F/xsyWeC54xYGMjRLktS7Iw0f9QhwgvWsNN7dnLQbyIlbRK31EOtLHyd4VAhmp30Vj9fB7tqXVecjDIkIIajtONxvP8MJcLqeKY18/S487gxuLsUf4OQAT+DfZSVJp6zNaaXGWkdubBb6EOthQm35npSUz9oTG3jryEe4vC7y4sYRa4rG4/OyPHcJs1Kn9vmaHp+XNw69x97aQ4yLyeRE5+JhndBh89j5y3Z1RtUmewtflO/ggvxzVecbbc1UtFUzPiEXi9480LcuSWcNt9fOgfrVg77fpIshK6YQgFZnJaECHJMulpzYxQgh0GgM7Kn5D17FjUbomJR4EeDf5dVo655rR4R8Vn+0wsC05MsH8U6kM62/hcfPAdOA94GfKoqy/4z0SjorrCvewNM7X8Tj8xBriubBpfeQE5ulajMrdSoGrR5Xt1wWdreD5/a8EjjeX3fy29mWip3873nfZWofa3b+ve8NVh/9OHCcG5vNpRNWoBM6fr/lbyHv0WrUycU+KvqMZ3a9hE/xYdGbeXDpd5iQkB/eG5eks4zH58TXyzRUOByeVjaV/wWnpx2TLnhnZaK5gIVZtyOEoNF2guNN6wLTXj7Fw46qfxJlTKMw7UY2lv+524LigQY4giTLeBZmfQOTLngKWxp5+lt4fBMwAbgX2CSEaOv81S6E6JlgQEUI8YwQok4Isb/buXghxMdCiGOdv8d1nhdCiCeEEMeFEHuFEHO63XNLZ/tjQohbup2fK4TY13nPE0IIMZg/AGl4uLwuntv9SqC6d4ujjRdDZBuON8fx0Ln/zZy06UxNmsDS7AVB2ZC7U1B4fMvTlLZU9Npma+Uu1XFxSxnvH1vHxvKtIdvHmqLJij5ZSdnldfGvva8Hsi7b3PaQfZckyc+sjyUlMjgH1UDUWPfT7Cil2ro3qHK51V2P2+vEp3jZVP4X2pxVqusKCtsqnqXZUYZJO/jgJDViKstyvy8DnFGkzyBHURSNoihRnb+iu/2KUhSlv//KzwI9V2U9AKxVFGU8sLbzGOASYHznrzuAP4M/KAJ+AiwA5gM/6QqMOtvc0e0+uQJsFLG6bKryCgD1tuD5+nanlc9Lt9DqaCM/Poe2zhIMfWlxtPHrTX/utfRDSkRwDayi5lK2Ve1RVSPXdG4PbXG08aN1j/H+sXUAODyuoL43O1r77Zcknc0WZ97JhIQLMOli0QoDeo0ZncbU/40huH3qquUOTytrTjxCUdNnODyh/y5a3XVsrfwHDfbjIa6G/o4sevwT6fRaB9VfafgM2SZ/RVHWA009Tl8OPNf583PAFd3OP6/4bQZihRBpwEXAx4qiNHUmJPwYuLjzWrSiKF8oiqIAz3d7ljQKxJtjmdhjemdxVmFQuye2/J2PT6ynqLmUt498RLsr+ENGhPiAqutooK4j9CLHm2Ze3WsJBpfHxY0zruLKSZeQYI5TXXv5wDu0OvwDmLNT1VWI5eJjSeqbTmui0VaEw9OCV3Hh9tmJNWX2e19KxDTMuv5LpngVF7trXum3XSgFcef3ckX92dLsKEXpo26eNPKEW9bhdElRFKUaQFGUaiFEVzrJDKB7CsmKznN9na8IcT4kIcQd+Ed9yM7OPsW3IJ0u9y35Fq8dfJeKtipmp01n1fjlqutOj4s9tQdV5xpszSzOmsfmih1E6iNYNX45l4xfzh+2PsP2qpNbQ6ONUSRa1EFKl5zYLP646hdUtFXx+OanqexWhyotKoUvT/QvUvy05AvVfTa3nTtX34+iKCzNns/Vk1dR3lbFrNSprMhdekp/FpI01nl8LhrtJ1TnGmyhRlXUajv2own7n6rBBSAmXWzn9nT1CK0QGvybjP2ijakyAeAoc6aDnN6EGitUBnE+JEVRngKeAigsLBz4UnppSEQbI7l6yqVUtFWRF5cdmB7qYtDqSTDH0WhvDpxLi0zmvxfejt19Iy/tf4u1xRs41HCMKyZdjN3t4ED9EZIsCdxZeGNQdfPudBotObFZ3D7nen73xV9pd3UQabCQF5fFj9Y+Rm5cNuflLOTNwx8E7lFQ8A8cwvqyLXxv0Z1cO03usJCkcOg0BqIMKbS7agd8rw9P/41Owf7610MmIfQpbjRCj09xY9HHU5h+85D2Qzr9znSQUyuESOscxUkDupa4VwDdt9VkAlWd55f1OP9p5/nMEO2lUWRT+Tb+tPVZ3D4PFr2ZHyz5FlOSTmYMFkJwx9wbeWLL3+lw24gzxXLrbH9RvDcOv8/7x/1rZOptjVS11/KHVT/H5XVj1BrobR36zup9HG44zoSEPArTZzI1eSJ/vuyXVLXX8OHxT1lbvAGAY03FzEyZwn8v/AYH6o7Q5rSypXKn6lkVbdVD8cciSWPW/Ixb2VL5DFZXHXqNJWhtTV8EWhS8/TccpN6SEBq0Flbk/RCzLkaO4oxCZzrIeRu4BXis8/e3up2/WwjxEv5Fxq2dgdCHwC+6LTa+EPihoihNnTu8FgJbgJsBmZxwFPEpPv6x6+VA0U2b284Le17j0ZU/VLWbnTaNv37pl9RaG2iwNbHmxAZSIg6zq1qdzaAr0MmMTuv1NV8/9B4v7X8rcPxfUy7jmqlfwqDVkxObxc7qfar2e2oP8v3Fd7I4q5DSlgq2Vu4KJAoTCOakqdflSJIUWpO9hBa7f+VBWsRMHKYWfIqHyvbdhLuNeygDnL5EG9Mw6aJx++wca1xHh6uBzOg5pEfPHJb+SAMzZEGOEOJF/KMwiUKICvy7pB4DXhZC3AaUAV/pbP4esAo4DtiAWwE6g5mHgW2d7X6mKErXYua78O/gMuPP4/P+UL0X6fTz+DxBO6VCFbwEMGgNlLdV8fvNJ3PYxBjVm/ssOjNJloQ+X/Pdo2t7HK/BpDNS0VbN3LTppEQmqXZJxZtjMWj9ZRrSo1JIi0qhqnP9TqIlnvSolH7epSRJh+rfY3/dW71eN+visHua0Qg9caZsGu1FvbY9E+JMOTg9bdg8/n9q6joOs7HsSVxeK032EgBKWzezIOM2smPnD2NPpXAMWZCjKMp1vVxaEaKtAny7l+c8AzwT4vx2/IkKpVHIoDUwJ206O6r3Bs5ZXR2UtJQHJQQEWHvic9Vxq1OdpqkgIbffulG6Hgn9XF43/9z7GgCflmzi8okXUWutp9nRilln4vY51wfWCW2p3BUIcMA/crS+dAsX5p8XxruVpLOT1+fmYBiZjnNizqG8bRtWdz3j41dwrGltv/ecDulRs/ApHmqsJ0eGmx0lQe26X+9S3LJBBjmjwEhZeCydheZlzFIFOQoK60s3hwxyzP2UTdhXe4hWRxsxIQppdsmNy6a525SUV1EPf++tPcSfLn2UirYqUiOTMemMgWuhRpl61tSSJEnN5m7Gp/Q9zWT3NFPS6l8L5/U4Oda0lnhzTmDUZCglmvMx62NDBjHB1CUgDNrIIeuXdPrIVVTSsIk3B6dnj9CHLrx51eRLMHdL1BdrCr63r8J6G8q2qtbcaIQGrVCP7EQaLIFdV90DnOr22qBK6AaNnsVZ83p9PUmSgpP2hSsreh4TEy8ixphBomV80PXBJhHsaW/da+wJI7dOoqWAiQkXBI4N2ggmJ606LX2QhpYcyZGGzYyUKUxPnsy+ukOAPxNxzyKYXfLixvHHVY+wq2Y/aZEpNNmb+d0XTwUCm3Oy54cMfLrsrzuiOvYpPhZkzGZLZ4kHgcDmtnOw/qhqhxfAh0WfYXPbVee+NvsaUiODMydLknRSnCmbCH0SHe76Ad2XYMlnS8XTdLhDr9Prq1r5QDm8vVco0qAjLWo6hek3Y9BZGBe7EKurnuSISei1pyfQkoaWDHKkYaMRGh46914O1B/F4XEwM2VKyErk4J8uemLL3znaeIJxMZncPf9WfrHiAXZU7yMzOpWFmXOD7nF5XZS3VpERnUZ+3DjWdW4P7/LVaVcwK3Uqf93xTxQUippLeWT9E/xh1cPEd8t2HGq4PcEcf4rvXpLGPiE0LMv9Hofq36ekeVMY+W4EBo2Fz0r+H17F2UcrDUofif+mJV9OeesOWp2917Dri1bo8SpufHiobN8FVf76Wx6fk9y4c2SAM4rIIEcaVkIIpvVRMbzLUzv+ydFGf7bU0tYK/rj1H/z6wh+TH58Tsv2BuiP89ou/YnV1YNGbuXfB7SzPPYfPSr7ApDNy7bQvE2WM5ED9UdV9bp+bPTUHOT93SeDcBXnn8UnxFzi9/g/dcTGZzEiZPMh3LEml/g0kAAAgAElEQVRnF4s+nrnpNxBtSGN37X/6aa3g8vW/1i3enIPba6fNFZyrKidmMZOTVlEQv5w1RT/HOsBRJAAhtNAtb05l+8mivqUtm1mR9wBx5nEDfq505sk1OdKocLypRHVc2loRqGAeyj92/yewMNjmtvOP3f/hm4U38fyVj/P3y3+Lx+fhm6vvZ0NZcOXx9KhU1XFWTDq/vuAhZqdOI8mSQFJEAtXWuqD7JEnqXUHCMmKM/deqCkers6ozwFEn/YzQJzI73b+xV681Ye1luqsvkYYULLreR2oVfJS2bBnwc6XhIYMcaVTouU5mfHyuqmyDT/Hh9Z2cVqq1qj/c6jt3R+m1etqc7fxr7+tBQZJGaLh0/AomJvoLh9rcdiraqlAUhX11h9lVs596WyPbq/bw8/W/7zPIkiRJbXfNK4OaPtLQMzWE6LYmR73ZQKcxodP423t9rqDr4TBpo5meeiUa0ftEh1End1aNFnK6ShoV7ph7A+CfhiqIzw0cA7x3bB2vHHgHl9fFyrxzuWXWV1iYOYfPSk8W2FyQOSfwc31HE94elYQnJRbwP4u/SbQxCoC1Jzbwj90v4fK6yYhKI8ak/lBrsrdwvKmESYkFp/29StJYU9L8Bceb1vXZpispYHcmbQzzM29lV/VL2NyNJFkmUtPR+3bvDnc9Ve17SYmYxInmDb2260uD/Rgx7elcUvAITfYiYkyZbK54mhZHmb9Puljy4kJvkJBGHhnkSMOupKWcZnsrpa3l1FjrKUyfSWG6OmV6rCmGHyz5Vsh7n919cp7//ePryI8fx+1zrifOHMPhhuOMj8/lK1MvC7TJi8smyZJAva0xcO6c7PmBAMc/veUPcAAq26tRUE9haYWGlAi5u0qS+tNkL2Fb1XP9tjs35162Vz6vqlSeGVPIloq/4/RayYyezdy0m/iw6Cc4PKF3RHl8TrZU/J1IfRItzvJB97mo+TPSomaQGTOXVkclLY6Tz3J4WrG6auVozighgxxpWP1+89NsKt+mOreueCPfLLyZZTmLUBQFbY9Mxd0VNZUGnTveVMK54xZy/fQrQ96j1Wh56Nx7eeXgahpsTSzOKlRlLm60NQcCnC5GrYHc2GyKW8rQa/RcP/0K4kLk+ZEkSa28dTv9TRtlRM0i2pjGuePu5WD9u1S170WnMXaO/vjvrWjbSYwxg3Oyv8Pe2tdoc1TjUZxB28k9PscpBThdqtr2khY1jRrrwR79Vyhr3UqCJf+UX0MaejLIkYbN4YbjQQFOl1cPrub5Pa/g9npYmbeUW2Z9JVBiobvJSQUIhCoR4NQe63dCSYtK4Z4FtwH419zUHqLNaWV22jQyolNJj0qhqr020H5xViGXT7qIqvZaYoxRRBhCJy2UJEnNrIsNOhdpSEGnMWLWxZITu5CM6NkAuH1Ojjau7bUY59HGtXgVD+dk341Wo0dRfHx84hFaHYPbKt6XEy2fkWgpoKp9d9C10patTE+5OrD+Rxq5ZJAjDZuWbsUwe2qwNQV+fv/4Ogric1g6bkFQu/SoVL6z4Ou8cuAdHB4XFxWcp1p/E45fb/oz26v2ABBjjOLny+/nwaX38J/9b1NjrWN+xmy+NPGCzteTRTklaSBy4/x1qbrKNAg0WF21CKEjN3YxmTEnc1ztqXmlz2rjbp+Nww3v4/bZmZN2HV6fizZH8Dby02Vr1d977UddxyHSo2Ql8pFOBjnSsJmZMpUYY3RQsU2d0OFR1DuXippLQgY54F9Pc05274Xyylor2VG1l7SoZOZnzFaNCB1rLA4EOACtznbeO7aOW2dfy3cWfH0wb0uSpG70WhPLcx+gyV7C5vK/YfP418IpioddNS/hUzxMSPR/ibC6wstpU9T0KTphYHLSpQghUPrZRJVkmYBZ70/wWd9xNGiB82CEGqGSRh4Z5EjDxqw38fDyH7D66MfY3HamJI3HojcTb47nJ5/8WjUFNSWp/4SBoeyu2c9jG/6Er3M31ZKsedy78PbAdbvHHnRPqHOSJA2eEIIESy5Ob3vQtQP1qylIWI5GaAeUSfhI40foNRbiTDk02o/3/tpomJV6DRGGRPRaf6HfZnsZa078gsFsMQd/gkOZDHB0kEGONKxSI5O4fc71Qefvnn8rrx5cjdPr4uKC85mfMWtQz3/nyJpAgAOwsXwbN8y4ikSLP9nXlKSJRBsjaXNaA20K0+QQtCQNheyYeRS3bFSd8/pcFDV9yqH6D3D2UUcqlP31b/bbRsHH2uLH8ClesqILmZdxC3HmbNIip1Ft3dfv/aF0VVfXiN43RUgjgwxypBFp6bgFvU5PhcvldeHusUuqp1ZHmyrAAdhbd4j5mbNV5zw+Ly/tf5NtlbtJiUzixhlXkx2TcUr9k6SzRaujkl3VL9HmrMaki8XhaQlcU1DYXfPykL6+r3P6u7xtGwmWPMYnLGd22lexltbR7qrt5+5gFn28DHBGCRnkSGPSJ8UbeXb3y9g96u2lS7LmBUZxQL3AuUt9R2PQuTcOvcfbRz4CoNpaR0VbNX+45Od9bm+XJAkUxcfGsidVFcWTIyZT33Gks8jm4KaMQumvcCdAS+dOrFZHJQ5P8PRZf3QaE3PSrhtU/6QzTwY50qjh8Dh4+8jHlLZUMDN1CivzlobcVt7mtPL0zn/j7lZ2ITM6nWumXsb8DPUITX58TlBiwEVZwRXNd9ccUB032JqobK+RozmS1I8Od6MqwAGwuur6DUYGI5xnpkZOpqptDxvLnxzw8ycnrmJS4kXoZBXyUUMGOdKo8fjmv7Ojei8A26p20+Jo45qpXwpqt654gyrAAahoq0IjNEFBkU6j5X/P+y6vHXqXRlszi7PmsSxncdAzs2MyONZUHDg26YwkWRJOx9uSpDHN53PjL6R5csQm3pSD02vF63OewZ4ILPp4dBoTm8ufHtQTTPoYGeCMMrJApzQqdLhs7KxWLxL8vHRzULu9tQf59743Qj7jw+OfhTyfEpnEt+Z9jR+f911W5J0Tss210y5nYoI/w2mUIYJvFt6MWS8/7CSpP/4aUuopKbunmcWZdxBlSEUr9GeoJwo2dyMby57Eozj6b96DURdNVnThEPRLGkpyJEcaFYw6A2a9CZv75PbuWFNwWYVN5Tv6fIbb60ar0Yac5upLrCmah5f/gBZHG5EGi6oCuiRJvfMqwYv/G+0n0GvNXDz+p3h9bt45ej9ub0fg+pSkSwENB+vf6fPZGqHHF+L5fQl3mkyDjqXj7qXedgSBhty4xbJe1SgkP6mlEWdLxc7AIt8vTbyQhZlz0Gl03DTjv3h657/wKj7MOlPI2lTdFxV3p9fosLnt3Pj6d4g1RXPr7GtZmBm89qY/saZo1XGDrYn9dUfIjskgLy57wM+TpLEuL24pJ5rXB513evy7Gus6DqsCHA16CuLPR6cxUd2+l2ZHcH06gOyY+eTFLeVA/WqabMV4FVfYfRJo+8ysDODDw+aKvwEKbp+d2o5DnJN994By+UjDT05XSSNKSUs5v/viKY41FXOsqZj/98VTnGguA2BF3jncPf/rRBkisXscPL/nFeo61AsaLy5Ypgo25qbN4M65N7EybykH64+ioNDsaOUPW/6B1dXBqdhdc4B73v8xT257lgfWPMKrB1ef0vMkaSzqXsH7JEGCOReA7VX/VF3x4WZ39X/YWvkMbl9wYs4ky0TmZ9zKvIyvEW/OId6UM6AAB+gMcAQmXQxZ0fN6bef0tuH0tuNTPDTYjrGp/C8Deh1p+MmRHGlE2V1zQJXpWEFhV/U+8uKy8fq8PL/nVdpd/m+ARc2lPL/nFf5n8V2B9pGGCB5d8SDFLeVE6M2kRCYB8Mj6x1Wv4/a5KWutZErSBNqdVtw+N/HmuAH19dWDq/F0W+D8xqEPuGzCSkw6+U1Pkroca1wb4qzC20fvY1LCJaqcOV3K2kIX7gWINCQxLnYhAJsqnqaybecge6YQbUxnYdbt1B8+giOMRISNthODfC1puMiRHGlEyYxOCzp3oP4oHp+HdpeVZof6A7G0Jbj6sBCCvLjsQIADMDVZXRbCojeTF5fN83te5Y537uObqx/gVxufxNVP8sDu7G714kWPz4PH1/cQuCSdbfRaS6/XDje+j3/nVfiKWzbi8LTh8tqobNt1Sn1rd9bg8TmJM+eE1d6sC14HKI1sMsiRRgyb247D7WR68mTV+f11h/ng+CfEmmIYF5OpujYjZUpYz75swgVcUrCcaGMUubHZ3Lf4LkpbKll99GO8nWUftlft4ZPijf086aQL889THS/KmkukISLs+yXpbOBfRNxXIDPQZIAKHa4mbK7GoKzDkYYU4kzh15Sye5p549A9VFv3htW+MP3mAfVUGn5yukoaFj7Fx9bK3VS0VTErdRoWvZkfr/tVYCqqp2ON/hw13198J8/ufpmy1kpmpU7lpplXh/V6Oo2WW2dfy62zrw2cCxXQVLbXhP0eLipYRqIlnl01+8mOyWB57pKw75Wks0VK5GQuyHuIj088fNqeubn8r9g8zXQPkLTCwNy060mMGM+msr+EHbgMhFkvR3JGGxnkSMPibzv+xdriDQC8cmA1U5Mn9hrgAExOGg9AamQyD5xzd+B8g62JstYqCuJzBrwtfEbKFPQanSpxYGH6wIpzzk2fwdz0GQO6R5LONrUdhwd4h2BczEJyYhdT2b6L403rVFdtnuByLBfk/5goYzIAs9O+Su3xg4GaVafLxvInWZn3IFqN4bQ+Vxo6MsiRzjirq4NPSjYFjhUUSlqCd2AkWuJxeJwsy1nEyryltDraiOm2hfvlA2/z2sH3UFBIjUzmf8/7bq9byENJsMTx4NJ7eP3Q+zg8Di4qWMaMlMmBPv5l+/PsqNpLRnQad8y9gQmdyQAlSRqYnkFK/xRKW7+gtPULkiwT+28O6MTJwEMIcdoDHIA2ZzWHGz5kanJwpnVpZJJBjjQses7Qxxij6HDZAjursqLT+fWFP0YjNOytPci33/0RzY4WcmOz+f7iO9EITSDAAaix1vHm4Q+4fc71A+rH1OSJQYuSAf6193W2Vu4GoKy1kt998RR/WvULWZBTkgbI63NjcwcXvQ1Xve0Ieo0Ft8/WaxuBFpP+5Bcg5fTV/Awid1iNLsMS5AghSoB2wAt4FEUpFELEA/8BcoAS4BpFUZqFEAJ4HFgF2ICvKYqys/M5twAPdT7254qiPHcm34c0OJGGCFbkLeWjIn+ZBYHgq9MuJ9YUw4ayrcSZY7gw/zw0QoPX5+VPW5+l2dEKQHFLGc/veZUvTbhAtdUcQlcUH6yjjeoPsiZ7Cw22JtWOLYAjDUUUt5QxLXkimdHpp+31JWms0AgdEfrEoCKdAyH62YE1I+UqROd0dUnLF+yvfbvXtlphRCv0uHy9T4/3pa/dYtLIM5wjOecritL9//oHgLWKojwmhHig8/h+4BJgfOevBcCfgQWdQdFPgEL8q892CCHeVhSl+Uy+CWlwbpt9HXPSplPeWsWs1KmMi/XvmpqYqJ4SanNaAwFOl9KWCgric0iOSFQlA1ycdfrqykxMzKe8rSpwnGCOIylCXZDz1YPv8vIB/4epQHDvwttYnNV7YjFJOhsJIShMv4nNFU/j9LYP6hkuX9+JO+PMOeyteY2q9r20u/rePOBVnHgVJxp0+Bj4lFakIan/RtKIMZKmqy4HlnX+/BzwKf4g53LgeUVRFGCzECJWCJHW2fZjRVGaAIQQHwMXAy+e2W5LgyGEYE7adOakTe+1jaIoxJiiyI7JoKy1MnB+VupUtBotPznve7xx+H0abc0syZ7HueMWhnxOg62JD45/gtPjYnnuEnLDKL9ww/SraHd2sLPavybnG3NuUC1sdnvdvHX4g5N9ReG1g+/JIEeSQkiOnMRlEx7D5m7C7mnhYN1q6mxHwr5foOmz5tSOqhf6DW56GkyAA1DRtpPpKVcM6l7pzBuuIEcBPhJCKMBfFUV5CkhRFKUaQFGUaiFEcmfbDKD7qtSKznO9nQ8ihLgDuAMgO1vWFxoNPineyL/3vUGH2878jNkkWuIpb61idto0bphxFR6fFwWF2+dcj0Zo8Ck+tlftocneQmH6TOLNsYA/986Dax+lxeHPZrqueAOPrnyQ7Bj1/yodLhv/OfAWxxpLmJw0nmumfonvL76z1/4pKEGJ/7rv0pIkSU2j0RFpTCbSmMzScffw+qHv9Bq4dC+8adRFE2vMorbjQK/PHmiA058oQwpOTwduny2oj1ZXLS6vDYOcthoVhivIWaIoSlVnIPOxEKKv/YWhJmOVPs4Hn/QHUU8BFBYWDuGSNOl0qOto4C/bXwisudlUvo3bZl8X2Dp+oO4Ij295mhZHG0mWBO5bchcv7X+LndX7AP+i4Z+dfx/jYjPZXrUnEOCAPxBZX7qZG2eo8+s8ue05tlX5FxoXNZfQ7rTy7flfA8DhcfLOkY8obilnRspkLsw/D4PWwMq8pXxY9GngGavGLx+qPxJJGlM0Gh3pUTOobN8d8vrKvB8BPmzuJrRCz2elv1ddT4ucQbV1H12lGWyuRjyK85T6FKFPRKPRk2DOIz1qBpvLnwoZhEUZ02SAM4oMS8ZjRVGqOn+vA94A5gO1ndNQdP5e19m8AsjqdnsmUNXHeWmUO95UErSo+FhTceDnv2x/IRC41Nsa+dPWZwMBDoDd4+DdY/56OaEWLEbo1R9QXaNA3W2tPJku/o9bn+GVg6vZXrWHZ3a9FFiHc+vsa7lnwW18eeKF/GjpvVxccP5g3q4knZUWZN5GbuxSQn1fdXk7iDFlkBY1nbqOw/T8/pocOZGFmd8ABG3OqlMOcLrMTLmaeRk3s6v6JXwhqpTHmrJYmHnbaXkt6cw44yM5QogIQKMoSnvnzxcCPwPeBm4BHuv8/a3OW94G7hZCvIR/4XFr53TWh8AvhBBdVRUvBH54Bt+KNEQmJuSjFZpAuQWAKUkTAH99qNqOelX7npXIAdqdVu776GFKWyvQaXSBQpqpkcmsyFuqaqsRGpIjElXPTY30z5Y6PA62VaoDoI+LPsesMzM7bRrnZM/nnOz5p/BuJWnss7mbqGjdiVEXSWb0XLQaPVqNgcSIfKqt+4KKdLY5q7B7mrG7WzBoo4Ket7fmtc6wZ2AD85H6FBzeVjw+R9C1DncDG8r+yNJx9+D0Bu+8yo87nznpXx3Q60nDbzimq1KAN/w7w9EB/1YU5QMhxDbgZSHEbUAZ8JXO9u/h3z5+HP8W8lsBFEVpEkI8DHSVq/1Z1yJkaXRLsMRx78Jv8OK+N7G6OliRdw7LchYBoNPomJEymb21hwLtC9NnUmOtC4z2aIWWdpeV0lZ/8U6Pz0OMMYo75t7IrNSp6LX6oNe8Y+4N/H7z32h3dRBjjOa2Of4PM71GT4TBgtV1cndHu8vKv/a9zr/2vU5WdDr/s/ibpEWlDNmfhySNZq2OStYV/yoQWGyvfB6DNpKkiAmU91JtfGf1vwI/a4WeBHM+jfaiwLm+FiH3JtFSQJO9pN8kgaUtWzDrYoK2vJe0bJJBzigklKHMmjQCFRYWKtu3bx/ubkinoM3Zzgt7XqOouYQpSRO4YfpVCCH4rOQLmh0tLM6ax6Of/4FGuzqbwDOX/67PApour5saax3pUSnoNCfj/09LNvHX7S+oRpa6y48bx6MrHzw9b06SxpgdVf/iRPP6U3pGoqWABtvxPtv0lzBwTtoNquCpN6kRU1EUDbW2fUHXJiVezPSUK/vvsHRGCSF2KIoSMofISNpCLp3lDtYfZfXRNYB/Ee+05Ekh20UbowKLgru7qGBZ4OeZqVNY160AZ37cOCINEXh9Xo40FhFtjCIzOk11v0GrD9p1BbAsZzEzU6ZyuOEYv9/8dNB6oaLmUlxeFwatrGcjST05PK39N+qH09N/4r70qOmUtm7p9XqoKapggpo+dnEdbviAzOi5xJnlLt3RQgY50ohQ3V7Lz9c/Hlg7s6t6P7+64CGyYgaXRfiWmdfg8/nYU3uIvLhsbp19LS2OVn7yyW+pttYCsCL3HO4svCms58WZY1iUVciumv18WvKF6lp2TIYMcCSpF6KPwrkmXUxYQVDfW8QFkxNXUdy8oc82qZFT2Vf7JkqIBcUA0YZ02lz97105ULeahZlfR6c19dtWGn7DsrtKknraVrUnEOAAeBVvYEv3YOytPcjWqt00O1qobK/B7fWw+uiaQIADsLZ4Q8jCoH35ZuHN3D7nukAh0JzYLL4z/+uD7qckjXVRhlDr1TSYdNEkWgqIN+X1eq8I45+oOanXUdW+B4c3dLCk11iYmHgRTfYSMmPm9P6gvitHBFRb9/BR0cNhjS5Jw0+O5EgjQnKPkgkASZbgcz1Vtdfw3rF1tDraWTV+OZOTxuPxeXhqxz+xue2Av3jnC3tfDbkep8neQk7syUwEdR0NbK/aS5IlnrnpM1RZjsG/E+vC/GVcmL8Mn+ILui5JklpB/HLKWrcFinRGGVJpd9Xg8LRR0bajz0AmnAXGGo2BVmdFyGtaoSc3bglHGvzZyQVaTLpoHJ62oLZOT/glJzrcDZS2bGZC4sqw75GGhwxypBFhXvosJiTkBQpjxhijeHH/mxyoP8otM7+CWR88NFxrrecHH/0cl8+fGXVL5U5unHEVS7MX0u5S17qpbq/j1tnXsr50c+BcvDmWad0qkG+v2s1vNv4VX+cH68LMuXxv0R299lkGOJLUP7M+hosLfkpdx2EMWgs7q19SXR/MTqnudlQ9H/p1dXEUJKxgX+1r3V7LGzLAAfAqLvQaM26fPazX9SqugXdWOuPkp7Q0InxSslFV+bvV2U6DrYl1xRt4bs/LIe/ZULY1EOB0efnAO0QZI8iPG6c6Py9jJrNSp/LAOXezMHMOF+afx8/Ovy+wlsbldfH7zU8HAhyAzRU7qGr3T2812JrYV3sIp0d+sEnSQGk1etKippNgyceij++3vWYA378VfAi0QffbPc3sq32VcHPpmHQxYQc4eo2F7JgFYfdRGj5yJEcaNj7Fx4ayrRQ3l6l2QvW0s3ofP1zzKCeaS5mSNJ5vz7+VREs8Zr05qK3L68bldXPfkrv49743KW+tZFbqNM4dt4A3D3/g35k171aMOvVC4d01B3F53UHP8yle3j26huf3vIqCQpQhkofOvTesIp+SJPnVdRzpXBgsqLMeCtlGI3SBHDZajR5fiFpwsaYsWh1VQYuHex4PpPimVhiZlfpfnOhz4fJJKRGTmZt+IxGG/qfTpeEngxxp2Dyz6yU+Kvqs33ZOj4ui5hIADtQf5akd/+TBpfdw3riFvHbwXdpdJxcAzkufhUVvxqI3c/f8WwEobanggTW/wOn1j8KsPfE5Dy//gWq6KSJEwJQckUi8OY4X978Z2Dbe7rLynwNvc1fhzTy141/srztMXtw47ph7g0wIKEkhNNqKWF/y+36npbon6ettRKXFUY5BE4FGo8PhaUWgJdKQdEoFOlOjppIXfy4+xUtzTWm3KxoI6rNgbvpNMsAZReR0lTQsXF4Xa0/0/81pXEwmdo86v0XXtFaEwcKfL32Ui/KXMTlxPF+ddjn3LgyuK/Nh0aeBAAf8dbAO1R9TtZmSNIE5adMDx1GGCP733P/G5rYHjfA021t4eueLbKvajd3j4EC9v2CoJEnBSlu3nvK6m+5cvg50GgMr8n7I5ZN+x/SUq07peR3OBmrbD+Ly2rDoEzHr4siPO4+pSZcFtR0fv0IGOKOMHMmRhoVGaNBpdHi9oXNWANy3+C7mZczih2seDYzkAExKLAj8bNAZuG3OdX2+VqginZ1lRVTH9y/5NocajtHhsjEzdUpgvc7kxAIONZzMtrp03ALeOPSB6v4TzWU4PE5MOmOffZGks41JF31K9wu0QdNRVlc9n5c+wcUFP0MjtL3cGZ4WZxnryx5XnWuwFWHSxQS1lYuNRx85kiMNC51Gx5WTL+71eowxmpmpUwH4zoKvMzmxAL1Gz6zUqdwx94YBvdZFBctUwcfEhHwmJ44PaieEYErSBOZlzFIl97tvybe4fOJFFKbP5JuFN3HZhAsoiM9R3ZsZnSYDHEkKIT/uPKKNoZN6RhqS0Yq+E2nqNAZiTVlB513eDnbXvExl++DzafWm1VlBk7046Hx5y9bT/lrS0JK1q6RhdbypmBPNZUxLnsiu6v1sKNtKvDmO83IWsq1yD3aPnZV5S5mVOu2UXqfGWsdbhz8k1hTNlZNXYQhRpDNcNredX298kgP1RwFIMMdx/znfVuXbkSTpJLfHxnvHfozLd3L9XKJlPPMzvsaxxrUca1rX670zUq5iXOwivij/ax/1qwT97aLSCiNexRlWf3UaE4rixasEb0a4ctLjMtvxCCNrV0kjVkF8LgXxuQCkR6Vy6YSVWF0dfOe9h+hw+4vtba3czXcX3sGirLmDeo02p5XHNvwxsB38RHMZ95/z7UHnuXn90HuBAMf//HbizXGDepYknQ2qOw6oAhwAr8/F1spnSbTko0EXtCMqNWIqk5MvJdGSD8CS7G/zSfGvaXOGKr2gYNBE4PJ1hLjmlx9/Lkcb19BfMCTQMSftOoqbN1JvOxp0VZzi9Jh0ZsnpKmnE2V1zIBDgdHlqxz8Z7KjjmhPrAwEOwK6a/eyrPTzo/pW2qLOrun0eqtoHv7tDksY6vSZ45KPZUUqD7RiHGz5Ap1FP9Qo0FGbcRKIlnzZHFe3OGjRomJN2PbNTrw/5Gq4+KpAbtdFMTbqM3NglPa4Er9dLjZzMuNiFzE2/EZMuVnVtStJlaDWDHwWWzjw5kiONOPHm2KBzHW4ble3VZEYPvGBnuzO4xkz3becDNT1lMntqDwaOIw0R5MbKvDmS1JvUyKkkWSaEGBnx6zkCo+Cj3nac0pbN1Fj3A/7AR8HXxxqe3r8EmXRRtDgqKAuqUh58T7V1HzZXE1HGFC7I/xGbyv5Co72IKEMq6VEzen0NaWSSIypPfKYAAAc7SURBVDnSiDMlaUJQ3Sq9RkecKTj4Cce54xai7TbEHGOMUm0XH6hLx6/g8okXkWRJYFJiAQ+cc3dQckFJkk4SQsN5Od9l6bh7WJh5B2Zd/9O7LfayQIADJ8s/+Hc4hVlNs1OipYBtVc+HXGMTusP+33bXvEyjvQjwV0LfXPG3QY8oS8NDjuRII9JPln2Pn376O+ptjeiEjq/NupYIg2VQz8qNy+bh5fex9sQGTDojl4xfjiVE8r9waTVabphxFTfMOLX8HJJ0NhFCQ2qkf8ekVqNjS8Xf8fhCLwQ2aqPRanrfrSgQJFkmUmc7QugRHA1RhmRs7kbSomYwNfnLFB3pP/EoQJxpXKD0RKPthOqa1VWH09t+ytvipTNHBjnSiJQckcgfVv2cirZq4s2xISuID0T3Bc6SJA2v9KiZXDbhV+ys/nfQFFK8KY9lud/D6qrjUP27IRMJZsUUsiDzNlodlRxtXItPcROhT6S24yBaYWBy0ipSIier7kmJmEJtx8GgZ3WnEToWZZ0syptgycPW2hg4jjQkY9RGDeYtS8NEbiGXJEmShoXX52JPzatUtu8hypDMrNRriDWfTMVQ13GEY41rQQG9zoLN3USCOY/JSavQaQY2RezwtLG35jUabEV4fU6cXitGXRQ5MYtocZajETomJl4U2M3Vdc/2yuepsR4g1pTJ3PSbiDPL9XcjTV9byGWQI0mSJEnSqNVXkCMXHkuSJEmSNCbJIEeSJEmSpDFJBjmSJEmSJI1JMsiRJEmSJGlMkkGOJEmSJEljkgxyJEmSJEkak2SQI0mSJEnSmCSDHEmSJEmSxiQZ5EiSJEmSNCaddRmPhRD1QOlw90M6oxKBhuHuhCRJQ07+XT87jVMUJSnUhbMuyJHOPkKI7b2l/JYkaeyQf9elnuR0lSRJkiRJY5IMciRJkiRJGpNkkCOdDZ4a7g5IknRGyL/rkopckyNJkiRJ0pgkR3IkSZIkSRqTZJAjSZIkSdKYJIMcaVQTfhuEEJd0O3eNEOKD4eyXJElDSwihCCF+2+34f4QQ/zeMXZJGIBnkSKOa4l9U9k3gd0IIkxAiAngE+Pbw9kySpCHmBK4SQiQOd0ekkUsGOdKopyjKfuAd4H7gJ8DziqIUCSFuEUJsFULsFkI8KYTQCCF0QogXhBD7hBD7hRD3DG/vJUkaJA/+3VTf7XlBCDFOCLFWCLG38/fsM989aSTQDXcHJOk0+SmwE3ABhUKIacCVwGJFUTxCiKeArwJFQKKiKNMBhBCxw9VhSZJO2Z+AvUKIX/U4/0f8X3aeE0J8HXgCuOKM904adjLIkcYERVE6hBD/AayKojiFECuBecB2IQSAGSgHPgQmCiEeB94DPhquPkuSdGoURWkTQjwP3APYu11aBFzV+fMLQM8gSDpLyCBHGkt8nb8ABPCMoig/7tlICDEDuAT/B+PVwB1nrIeSJJ1uv8c/ivuPPtrIhHBnKbkmRxqr1gDXdC1KFEIkCCGyhRBJ+JNgvoJ//c6c4eykJEmnRlGUJuBl4LZupzfhn54GuAHYcKb7JY0MciRHGpMURdknhPgpsEYIoQHc+HdheYG/C/8cloJ/sbIkSaPbb4G7ux3fAzwjhLgPqAduHZZeScNOlnWQJEmSJGlMktNVkiRJkiSNSTLIkSRJkiRpTJJBjiRJkiRJY5IMciRJkiRJGpNkkCNJkiRJ0pgkgxxJkkYUIcSVnRWmJ3Ue5wghru92fZYQYlUf9xcKIZ74/+3dz4tOURzH8fc3sxKZslNiiaSJslCjwR+AUhqFYqOkKMXKwkaibG3NBgsUJTtkQ1F+rNiwsSKTJCl8LO6d6elpMlNm6s7T+7W5955z7u3czdOn03PPtz0fq6ptPX3HqurQQs5fUncYciR1zTjN5m1Tm7mtBQ709I8AM4acqhpK8jzJVOHVMWA65CS5mmRivicsqZvcJ0dSZ1TVMuAtsAO4m2RdVT0F1gPvgevAcZpaZB+BC23fKpow9JmmMvVpms3hntJsAPkJOAHsoqlvdrmqRoCrwFKawq1HkkxW1SPgWTuHYeBokicL/vKS5p0rOZK6ZA/wIMk74EtVbQbOAk+SjCS5CJwDbrbXN9v7tgC7k0yv+CT5QBNirrRj+4PKBHAmySbgDU2ZjylDSbYCJ/vaJS0ihhxJXTIO3GjPb7TXc3E3yY/ZhzWqagUwnORx23QN2N4z5HZ7fEGzQiRpEbJ2laROqKqVwE5gY1UFWEJTX+z+HG7/Ps/T+dkef+PvpLRouZIjqSv2ARNJ1iRZm2Q1zf9w/gDLe8Z967v+lxnHJvkKTFbVaNt0EHjcP07S4mbIkdQV48CdvrZbNF9Z/aqqV1V1CngIbKiql1W1f5Zn3gP2tmNH+/oOA5eq6jXNF1vn//8VJHWJX1dJkqSB5EqOJEkaSIYcSZI0kAw5kiRpIBlyJEnSQDLkSJKkgWTIkSRJA8mQI0mSBtJf+kq9iTZ7JRMAAAAASUVORK5CYII=\n",
       "text/plain": [
        "<Figure size 648x288 with 1 Axes>"
       ]
@@ -2973,12 +2982,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 31,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 648x288 with 1 Axes>"
       ]
@@ -3008,7 +3017,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": 32,
    "metadata": {},
    "outputs": [
     {
@@ -3204,12 +3213,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 33,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 648x288 with 1 Axes>"
       ]
@@ -3236,7 +3245,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": 34,
    "metadata": {},
    "outputs": [
     {
@@ -3375,12 +3384,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 36,
+   "execution_count": 35,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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rOi0t6FSNJ9ysEiRr16i+EAHeXvU9m9co60vZsGVdd008ke4D0E8ujoyOY3D/WM3jv9Eef/K85HjHJ6YxuH8MEKg+phv1uWVdN777o2TVlwXhM74pF58bVR2gSDuo6fPAGCBRjTk+zmQ74xPTKORFxfdS689K6krc/jlzSp2jii9+3VXt27Znii8Z6+CBsZrHrCemSxjcP4Znf/weJonttqS2CdBzmDxONR7bOaA0pJ/sXa5cd3lFvCp0uhugzuOoGnc8pqBTNZ7wgEUCn7noVN6kYoE/5cVCDq+fmbbOPUh5daJ8hslj63wuZan0k7x+Zlqde/BXbk3tQdN5aygvztLFi7T54Vw9cCpsa34laWQNMZ3f7rGjbyjXhgAwvKO/bk1z8/D5mgNgYV3F+3r9jPoXzgc/sIh18zbFpvLyxccdxQSEvIDNJPyySuA7F13Sm2STl2+mVPZea4rrKaLO5eQeTL7O9aBRfVKYfGG2/bvMqatPKMsaYq41z1w8hmlio84pS1mjB1HX6xyx62EbG/V+I3I0BviEm1UCju/Dtm6ObfsREgtu+inFk286zUCnKqXx9UgAW/ceTq3v2PS5vFjA+Zk5ttbAwcVnZjrH1sfk0h53vLr5pfQfyls0LyW6OwuQcmErkcon6OLlos6JvIZCAPdt7k2tPZpi6+pU+8sibPTDtFpjgCZsAyYw+T5s6+YkfSCq9iP9RYXqRgXU77Nz6j4V8mpNoi6enFD6tQCeV8o0F9w5KOQELsyqb1RpdAMXX5DuHMrfliSqgcZpL029KZ3f7p7Na8i2KW/R2alSVbuN130yXVMVpjmIIyVIryGnFlp8PnT9nJuq95dF2HgFffgKAzThZpUguUffVSygu7PgXDcnqTMo8xJu78fwjn6rOJP77KZ9+e7OAoa38zSJeJ5EFWn0HbLPyhzEX1PlYgPS169yqedkyg+5pMO8SRHXDF3yTXLHO7CxB8Pb+9Ed+8XQVSxgeEc/9gysJ9vm6E5xTNd0SUf9DYKaAx1HXj2bSnuM+qHyM5YBcj3b6IdptcaAnuCz8oQPP4qtj6kRfhiXdn3Fcjn5pLgeoVaMPcK3z8mnr0nlNbRdHzb+Mpc+PK7X4LNS0Paalc6PYuMbsdVBVHvbLj6mqC0h1Jkx0vpBdHWZRkbHrXOzcYg8Yra52HzpBS7t2OZw5PSTZZ0n1ZrW1drSjYfy9NmsA5PORvXtIz+jyzk2YwieLD+09TZg5EeJGyQjP8rukWN1+8+PHjlB7kervBrU69Te9pZ13co2knJWXL+IxqCqy6PSqGyh9vvnpST349NoLpFHzNbf5ksvcG2Ho9kkr5uuH9X7gwfGMLh/zHmMqjbja9rFwL52ZbHuekWevm19q9jrYPD2G+vWecQ9m9coX7f5zEV9cHJnJs+xGUMarTGgp61vViY/io1vhKq7pHqd2tsmfUx3q31MujEAwJIOng9Fh26/n9qPT6O5UB4xQK9V+dILXNtRjfn+Lb3a62ZbgyrLOk9x4usPQFWzVXHk1bOkp+/p46fZ62BgYw/+9O5b0RnzIQoBbc00m89c1Ael5eke27cZQxqtMaCnrbcBXf0oqjZsfDO6Y219TLoxcH0oJgY29lh7k1w9Krrx6PxtPnxQaduxGbOpn0bWeUpSlrJOI6L8gbrPyZsT01ZzYrtmXK6Vy7rMcgztQkKTcqKtb1a6PWxKA0qyvFjA1r2HrfQVl71tSt9w2Yc3tRl/P65FuPRhi8t4OHnfkvkehVgwFafVHl0x9WPjRfPhvzK1R52r+5wUCzls3Xs4k9yHuph0eqoPsszpGKBp621AnT9GAEbvTOQDor4AfO1t6/QNl314U5vR+zrtyBSzK1Q9J0p/49RbSo51YrqEs1Mltgcsq3Ha1qBSedFs/Vc2ulryXNU6E6C/RKZK5czqnOnGo9NT06KLPfissqWtb1bRHrZK2C3LBc1Hp0FQPiDA7962Tt9w2Yc3tRm9T2lHpvGlYWBjD4Z39KMrlumA8ohFcVL55bj+IZNfKKtx6vrhetFs/Vc2ulryXJWXrCyB5Z0Lv1RN+Mp9mByPjZ6alixzOgb0tPU2IKDXY85Nl/DcQ3TuOWofXwD47q7bjP360jdc9snTaCac8aXBx9zE9S2OVhM/plG6g6kf6v00saUZG6WBTkzRv76T+Mh9GMdFT01DljkdA3ra7mYV31PuquQ8s/XzxN+n9syv33XQqY6RTT8qPSatL4ijmTRTE1DFq4qzq7NQ1Us4/qE0mpTKu/TtsbdqtlDj/r207XM0Et05u0eO4bGjb2BeSuQE8IFFOcyUysa5LhJ5KnNCYFlxEVkjK45N7kPOOrCtU5WWLHM6BvS0VVn7aE85Klc9UypXS4cnKRbyePCOm9G3ehnZ3solHXjm5dOYS2yXRX87PzOHZ14+jeu6i9V2kjGojuH0E8V3/O3z1u2Z2uxbvQwrl3Tg0IunlP4tCbD6cMF2flTjKOQFZufK1ZuF6TkZzrW2iff5k+fq1tXMXBmHXjyF3hWdVv3o5oO69m+/P40vHf6h8pxHj/4Yjx45UZ0TCVTnTjfXu0eO4XsnJpQxSgCzpTJ7nj9QyOH5k+fq3r/r1mtxW9/VxnEnP0uz8/Wf4TTXVIfuc7P1w1dpP1MWXHFl7RNl600ox99WmhXXZ8LVApIaAGfv3GVfW6dv+PQFJTWTpHZk24cLtuNR56RbpNTbojpJ3HyPrvFSlMr19cRc2jdpJCqPYHTOY0ff0PZHzbXpPPU/+eprUw1s7GH5ozjrgKNX+ibLnI4BPW21DcjZO7bVY+IaAKVhpa1jlOyHc54PX1D0PpXzrFU0geQ4qOuQrJPkA18+LtvjXTyCb1aeUnPp0yW7BaCec86Y0hxjU2/OBd3nJvissqOtfllx9o7T7C/r8ovZHOO7z7Q0og+ffbVCvFkff21XkXxPl0uPes/UJ+c8blu+PieNvM6B5tNWNyvXWlVJRkbHsXXvYVy/6yC27j1s5dHRHUO1azsm1Thc2tb1UcgJTM3O4fpdB3Hrw09i4x8+WW1798gxdl/JuGzyyVFs61tVlx4oqn+0de9hrN11EDc88B2sdZiLJNw6ToDZ+wbYzQd17VU1qwQW5oXKs5dsOxnTBxaZPYdJCwg1XsqzdeEir95XvB3VOMcnplNf10Dr0VYPWPStXobruos48uqZOgFcAPiVj6/Bb277sLYNnfA7sLEH13UXcWz8HCZn5tDTVcSDd9xcsy0QxZA8BoDTgxJUe8lMFC5tU310FQsolcu4MLugF8zMlTFTeUosesDg/MycsS9VXK+cmsQvf6wHZyZnyfHoGBkdx5cO/7BGsxIAPn59Nw4fP13tS/cQjA2q+b/r1mtx4sxUzRrrKhbwRwb9wnY+qGv/m9s+jLffn8axxEMMr5yaxL/+qbW46oMdeGH8fUgsJEleXMhhviy1a2e6VP95KcbO+3T/avzgrfdrHsjJ5wQ+efM1dfN6/O3zeOqF+od3ZubKzp+l8zNzEPB3XZtMeMBCQVvWs9q697DyEdOerqJRr0pzbjPazaJtqj0dqr6yGDPVpqn8io95TovP+fDVFrcdm/5M66eZ420Rrrh6Vpa5AZXjb8o2oBDid4QQ3xdCvCCE+HzltRVCiKeEEK9U/quul+GBNA8l+EqY2qh2s2jb5TzbhL6uUOeaHhBoBeOmz/lodGJfH4mcue/bnNMK1zXgh4Y/DSiE+CiA3wDwcQCzAP5WCHGw8tohKeVeIcQuALsA/LssYuAkK7VNHGtTVC+JztgYJcodn5iu/jrosUyQqUtCqjMv27ano7Mjjxse+A7mpUReCNyzeY1V0ljunLokXKX6VOEjUWmatcWNwVdCXm47vgotusSoazP6/HCul4vBOtA4mvHL6iYAR6SUU1LKOQDPAPglAHcBeKRyzCMABrIKwCTemhLHup6rQpeIFQDOX7yUKDc6xjZBJiVolyvZO1za4z5UACxoFxdm56vxz0uJR4+cwNqVRfbDIdw5pRLh6hIT2zxYkzZRaZq1ZRODr4S83HbSFilMEyPVZjzRtOl6UfOqKsIaktM2h2bcrL4P4GeFECuFEJ0APgVgDYCrpZRvAUDlvx/KKgCTec+UONb1XBUmU+k8kUzWxpRLJSFN0158DrqKBbLKa14IlIkxHHn1LMtEaTOnAxt7sHSxOuFqlJg4iguaPlX4SFSaZm3ZxODLoMptx6a/+LGA27XgxKlKNE1dLxeDdaCxNHwbUEr5ohDifwPwFIBJAGMA5rjnCyF2AtgJAL297gW9dOa9NIljbffOs9BnVHAKMdq0Z2PEpXbf5ivmTdOXk+3cUYlVTYmJTfi4hmmTEtvE4Mugym3Hpr8szLPcNWmjo+kM1s0g/v131TXttRXZlAwWUsq/APAXACCE+CMAJwGcEkKsllK+JYRYDeAd4tx9APYBC08DZhEftf8tsfDUkUtiVZ2B0Vb/MbXp2k9aQzQ17rfPzSg/9NG/qE2agO2cLi8WlHW4dMUbTUUoh594yTnhcbx9myKRaebCp87i0lZ0TjzWSKukytT7xoeORj1FqrvmWWpc8e+/dTdtuHwf5XagWU8Dfqjy314AnwHwGIDHAXy2cshnAfxNM2ID9Hvqpj1rW63ApP/kqf01LJg8ufgyRNu0H7VJGVHv2byGpcHYzOnI6DguzNb/UKcMqpwilNH7Kkzzlmzfpkik61z4LALo0hY1Z5FWuXvkmHUcLqTV0SiDtWuh1EA6mpXB4ptCiB8A+BaAfyulPAtgL4CfE0K8AuDnKn9vCsk99SS2iVV1+/DR8VQ6mw9+YBH5HpUQlBOXz2Suqvbjbe4ZWI/7t/RWx5EXAvdv6cWegfUsDcZmToefeElZEHPp4kXk8aYilJSmyJk3XbJVl6TEPnUtDi5tmXRYU1JcX7jqaPFj9wys91YoNZCOZm0D/ozitTMAPtGEcJSkSeJqux8/sFFfAJLCdt886ySbuvb3DKxXbv9wNRhu7LY6lmsRSm7CY12yVZcEr4BfXctEFsUGXZPiuuBDR7NpI/i9sqOtsq5HcDUKjsagIl7cTrdPb9MPtfdO9eW6bx4/b3lxoVz5xFTJ2XcS1y5UPjFffqD4eTbeLdO8p4nPtjBgo71RPtpSrT+TPuqaFJcLZw2nadPF5xeS66an7W5Wl3KdLfxUj/aUAVS/iOPv6zQGFbtHjuHRIyeqf4/26QHU3LBs+4kfG723dmVR2ddrpyfxzyfOkWPkzk38IYWojWd//B6++b1xVtvUGOPnDN5+o3JsrvoZtz2dvy1+vGt83PZdYjfhc051bVFr/SMfWqJt05RMNw2cNQzoPwemNnXt+F7PVwpfO3pC+z4nHVNbZV0H3DUKlcaggtqPT75u0w+1n37k1bPKvr77o/ec9s1NWoOt70TXno23yAZue9zCfa7xuRQGbLQ3Km1b1Fp/5Z0LZHuRVpkVnDXsswBmEt/rOXCJtvtl5apRcAv3Ufvxyddt+1Htm3+e0LkofORks/GdcPvzraWl8W6pCve5xOdaGLDR3qg0bdlqTwLI/LH1NPk9bY+nXs9aG25X2u5mZcohRn38uDn6KF9Gcp/e5AVSaQGbfmJFzb55vCQCB9O+OceLZeM7ySIHXJw0ep2rX2lb3yo8ffx0TdvP/vg9fPXoiWruwc5Cjry+OSGc8jGqUOmBXQmNRhWvry9SUyb7JDkhMDI6nukXeRZ+wjS+y4A/2m4b0JRDTEXyfV2OPp2nKMLkBYq0gGQuvd/fP1bj38gRHqytN6xwygvH8WLZ+E6yyAEXQc3Rff/pH73lzlN5Zh49cqLm77/39efw6JETNUlyp0plnJsuKXMUzlcyeqT13yS9TNE8TEyXcHaqRMbr0/NDrXXV+otizNpzROXBjLN2pd3Niso3CQQfVSNpu5sVN4dYhOn95N61zlMUYfICUVpAMk/gfFliSUe+rq+v/sZPOe2bc7xYNr6TLHLARVBzxNXrXP1KScrE6xIL1zNqX/UEXBr/DSc2FT49P9Raj9af7zFzGNhozoNJab26NlX5JiOCj6oxtN02IMDPIRZ5aaj3I5J715SniDo+IvIC2WytTM3OszUuDpzzmp0DDrDXS1xy56X1xqGTZ1QAACAASURBVExMlTD64EIuQps8dRwalVPSBLXWdd7BrD1HpjyYLj4vyqcXEXxU2dOWN6skJv3CtA8uAdz68JMYuvMW1hcz1V6kZ9jA9fsMPf5CVUPp7izgoTvUsar0HgCpcsNRGl+aHGq2eolPj5FLn2n9Wsl58p1T0td1T/ZDrfOkduWz/yx8XqY2G6HHtTv5oaGhZsfgzL59+4Z27tyZup2VSzrwzMunMRfbZisW8njwjpvRt3oZXnt3Es+fPKdtY2aujEMvnkLvik70rV5m3R9g97AEsFCfaejOW7T9jYyOY3D/GKZiW0YzpTIOHa+PNdJB3puaBQCcn5nDoRdP4akXT1VvdOdn5vDMy6dxXXeR7DfZTjSu+LnH3z5f15ep3TinJ2eU12TrDSvw7uQseS1toK4Th5wA/vCuj1b7NK0xCtU1eebl0/jUhmvwyqlJ69hUffq67kl06zzelrL/46fw1Atu/Zuu231benFb39WsMXDbTI4pJQ9zDvrin3956LaBe9P21RKsv255/K/K8bedZqXCpF9wc/CVypK1d53sz9XRv6RDne8uzvATL6Gk+ICV5utjVekgpbJk1wTStZM8N20ONZNekpXHqLNg/sh0FnL407tvrenTp19rujSPp4+f1uavBC7NiYvnzOW6J4nGbNKulP3Py7p1y+0/qZVGqPRjLlSbLvEF3AjbgBV0+oWPekW6/my3/iLS1qhKvudrnGn8XDYx6PSSrDxGOn3T5MPz6dd6c2K62h6Vv7IsJeuLOYv1HcHRrrL+fPki+Zm1zRkaSEe4WTGw0Qd8aiMmXYbTly725PlWOogA1u46aJXvL9mvTw3H9ouJ04aNVnRtV9G5TV3sHI8PdYwQYHm60qxvH5422/6zrBfFJeQAbDxhG5CByX8UQdVMcmm/WMhjy7pu8hyuT4nyiBTy9bFSHjSVxSS6h6o8Z6b52ta3yrruV4SPekGcNqhjtvWtUsa9rW+Vc5u62Dm11bb1rVJ6i8oSrH443qRonC51s0zXWrnu8qJu3XLnuRFQteRsaswF7Ag3KwYqveH+Lb3o7ixUj+kqFjC8o99r/rXXz6j/tanLL6dqe3hHP7qKl2Lt7ixgeHt9rKo4hnf0Y3nsXB3JfH+6Oly+NRwbrYDTBkcrisf99PHTzm3qYjdpJVFMJm+RqQab6fw0dbNM11q57rb3Y3hHv9M8NwJKx7apMRewI2wDMlHtgfvMc6Zqn9rrN+WX47TtIw4V8Xx/Jq3Ct4bjsw2OVhSH4ylyjd2kTXHHrjtOp39StbtsxmO61tT7LvPcCELdqsYTblYJbPfDs9ApIlplX9xV06DO6+pU/1LT5eHr6ixASvrxfso7lPSX/eKG1RACUEmBaXxRnONtfEeqsVC1sZYXCzg/M2f0nenWje4aUznwXNcn9/OgWg/UHOSEwO6RY9o8iDZ17Ez120K+wMYTfFYxKE8L5Z3gHG/bZhxXb45vuH6jZGwrl3Tg0PFTSJ42Py9ZHq/nT57D+ZmFHIozpTJm5tTJjSjvkMpf9vzJc8obXtKzZjv3nOMpv57JoxPNzex8/fgLOYFSuWx9bZKYvISqdeuyPrmfB2o9UKOUQM16SbZr6pd6/+33p/Glwz+08rm5eNISBJ+VgqBZxbDVFNJoHy5+rGbVxqFyBgL6fH+UFqLyo7nmutN5h1T+MoqkZ8127jnH6/QM23UGLMw9lbdSCNTlddStG47WkozRZX1yPw+u64Fq16WOna5+m8nnFjxX/gnbgDFs96HTah8cssqtZ4trHJQWksbjFUFpKS7tqeK0HXPaXIO2a6UsJZ2zTqKal5CDq+5lO0fcMfrSfkxeLtP7uvptvrTEAI+2vFlRe9O+dIq4BtEo3cmn98SlLSr/IHf8LrnuXDUY27YiXOd4ZHQcD3/rBWM6rSiGZD9dnQWcVdyUujoLeH9arVVRfiQAePhbL1Tb6yoW8On+1aQWRMXoCmc97B45Zp16TNcfp19br6OvvI8BPm23Dajzhth6fygPTLxuj6ufyNeYGtFWpA/Fiw2enSph8MAY6UvieLx0qHxicWz8Lhx/nOscj4yOY/DAmPJmEyeaE1U/kzNzdT6oQl5gkniogvIjDe4fw+/vr41lYrpUUxfMRFofkenzENUp84HJy8V5n1O/rRGf8UAb3qx0e9euOoUu91kjdCcf3qM0benyD1K+JJ3Hi4MpLyKlwRQLOSd/nOscU7XL4sTnhMrTt6RjUc0cLulYpJzzyIOn8iOVyrKuJpotaX1Eps8DVacMWLh2FJH30cbLxXmfU7+tVbTlK5222wY07V276BRZ+Ils8On5cGnL9B53/CYNII4pLyIV00ypjBf//S8YY+G2lyYPoiqfIHX8uekSnnvokgZF5SiMPHg23jgbfOgwuvWg+4U3U1I/DarTLrn96t7nrN9W0ZavZNruZpXF/jLXT6Sr8QToa/fo9BJbP5Mqpqjd5cVCzXZefIy24wcu1ejyWY/IFI+uDZd4dO25xkGdy+2H0rFc8u3Z4PI5iTS7uE5G1X7T5cOkdDVdvsLIn3duupSZltsKuQrbgbbbBsxif5nKrTY5M1fVNOJaBFCbU29w/xgGD4yReohJL+H0r0LV7oXZOWVONt38UPkHo3Ha6mgm/YpzvShtxSUeKiZOHNS1oXQyTj8jo+OYrPiJatqM6Xi2GiAHl8+JSrObmC5hcP+Ycu7v2byGbIvS53T5Cs9OlTAxXcpMy909cqwlchW2A213s8pif5njJ9L5Rky1g0x6iY2fKQ5VR2jp4kVW86PKP6i6d7n6y7o7C+gq8j1DgJtvyCYmbhwDG3swvL2frZNx+qE0wriOp9NTXXH5nFCaHbU2k3XKVOSF0M6Nzp/lW8ulfFjBY+WfttsGBLLZXzb5idLoRxy9hOtn4rw3MVWy8ugA/LpPjfKX+ciXl8Q1pkb5tZJrwLd25TJ2l/UX1SnT1emiaodxrqdPLVfnwwr4pS1vVlx0e9FcL0waDSHya6XJOxdlTFfpZRwPiS1RPzY5/NJg65lL4iuXm0onmZguKet9ZTU2Gw3MlpxYmCdf+S2T8drk34tXAeB+Dql+uWTh2wvY0XbbgFx0OhHXCxPfT9f5Uwo5odQ1Ir8Wx6tE6UYXZudq9tWjduP/1bVrQ1KX89m2qT+OZ44irc5A6SSAut6XS5uufkBurSojEk66DEez09UOo9a0zecwjusatNUAQ10r/4SbFYFOJ+J6YeL76ZSGkhcCwzv6Mby9n/RrcbxKAxt7sHSxQreal8p99WQMPvQ7nV7QaH+ZSvuJfDgq0ugM3Dx2Nn348gNSemacpEdpSUce0UrMC4FiIYfkQ+M2+qNJs9PVDqPWNPdz6KJ3UuOIz7lJCwx1rfwTtgEJXHw1SS8M57x4bSqdX4uje1B54kzZCXQagA3UGLk+GF/9mfxtvnO5+ailxT3OxbvnUqsqTtb6o29vn+5zmIb4OKg5iQialX+acrMSQvwugH+DBcngGIBfA9AJ4OsA1gJ4HcDdUsqzjY6Nq7mY9tJV57nqTtT+N9cjZcLVe6SKk5oXF70j6c/pLOTQsShf9cwUCzlMKYyiJr3ApC9yiGuANnR1mudCV7vKt95C5SPk+PiS56r8g2l0Ld1njfNeRJqcjrZzQsUQSE/DtwGFED0AfhvAJinlRwHkAfwqgF0ADkkpPwLgUOXvDYWruej0IWofn6Mz2GgRXI8UB1fvURJV/IWcwIXZOS859aZK5RrPjOpGZcrzx/EomTCtE4oon59uLqK2feqJ1HqNxszx8VHrUucfTOOri3/WXN6LSJPT0XZOqBgCfmiWZrUIQFEIsQgLv6jeBHAXgEcq7z8CYKDRQXE1F50+RO3jc3QGGy2C45Fy8dik0W5U8avqLfnKqadi6WJ9zkCOR8mESaPKCVQ9Z/F6X6p8fpz6Z1E7afSWpA+uu7OA4e39ZD7CpI+PWpe6ufBRt831vYg0OR25cwLo67oF/NDwbUAp5bgQ4k8AnAAwDeBJKeWTQoirpZRvVY55SwjxIdX5QoidAHYCQG9vr9fYbDQXSh/S7VX7zDHG8UiZ9tVt2+bgy2/lGgNZ38nQrinXIKeNCCmh1Ew4c8HRNl3QrSuOZkSd7+s66uJzfU/Xv4/aYs3IBxj//rvqmva6ITb8ZiWE6MbCr6jrAUwA2C+EuJ97vpRyH4B9ALBp0yZfZW8A2GlGPnIM2vi4kvvsaTQwE6acgjYaQBY59Uzn6TQUqt3FhRxLV9PpSRFxXWp5sQAhoPX+2OiWWeShS6PhcbWb3SPH8NjRN6r+vns2r8GegfXkeSOj4/hf/+r56lavEMB9m3u159jEZ9K1qDmRADb+4ZPe8g3aEv/+W3fTBq/ff61OM7YB/xWA16SUp6WUJQB/BeCnAZwSQqwGgMp/32l0YLb+lTQ5Bm19XMl9dk7/Jq9HISeQV2gZupyCthqA75x6JtauLGo1lLUrqUfXy8Yx6fSkiKQuNTFd0t6obHRLn3XL4mNKo+Hp1lgUd1SjKu7ve/TICeweOUbG9HvfeK5Gk5QS2nMoXHUtnV/LV77BgB3NuFmdALBFCNEphBAAPgHgRQCPA/hs5ZjPAvibRgdm619Jk2PQ1seV3Gfn9K/zevR0FTG8ox8f/IBdTkFbDcBnTj0OR149q9VQjrzKe8BUNSaTVqWrM6VCpUPZ6kNp89Cl1fB0/sEobqpGFfX68BMvgZpCXb0rFa66VtyvZSLkAmwMzdCsjgohDgD4ZwBzAEax8LN2KYBvCCE+h4Ub2o5GxwbY7UOn2bP24S1x3a+Pa3CmWlxpX+fEaTqPU98qwuQp41bEBerHpJvPyKdmoxNSOpStPpRGY0yr4XE0NmrOXfLq2Vy/iDS5Fp976JOs9Rd8VdnTlKcBpZQPSSn7pJQflVL+D1LKi1LKM1LKT0gpP1L573vNiK1RUHrAtV1F7Xu++rA5Js3rPrBp2/QEpM0Tksl+08wnp33X49PWYkvTJud8as6p13V9+8wib+ovntfTtY2AP0K6JQd2jxzDDQ98B2t3HcQND3zHeh8doD1JUxVPUvIjqdJ5RkbHsXXvYVy/6yC27j1c1bui16YYtalsvV0XLir0DYO3iYtqPFSMqnyKAsCWdd2k/6WQF+hYxPuyE7ikx0Rxca4LN4ecixcnq1psLm3q5gQApmKeQ6pG1byUWPfAQaxVXG/KLjgvZc2xutiS64jCNAemaxpfK4HsyA8NDTU7Bmf27ds3tHPnzob2GYnF0baABPD8yXN4d/Iibuu7mt1O3+pluK67iGPj5zA5M4euYgGlchkXZi/tnUef156uIh684+aarYxIFH5vahYAcH5mDodePIWnXjxVzWIxUyojnxNYtriAi3NlZTvJOFTHxPubVNys8jmBT958DfpWL2OPP4lqPM+8fBrXdRcxsLGnLsahO2/BiiUdOHbyXE07707O4pc/1oMzk7M4PzOHvBCQWPAVzc6VcdHCu/XKqUm8/f40vnT4h9W4AP11UV3XYkd+4VpUYqHm2AT3WmXdZvJaqZgplavX7ze3fRjvTl7E98fP1W2nRX9PXu+fWLkEf//yO0o9LX5scs3p1hG1Pk1zkHx/SUe+zgP4yqlJbR+WPMw56It//uWh2wbu9dFf01l/3fL4X5XjF9JhD7hV2LRpk3z22Wcb2ucND3xHuW+eFwI/+sKnnNuN/pWapKerqMzdRh2vgmrDR3y++rAdv+05NvMVhyqj4mNOL1dc1x7nPJtrl/ZYVxrQB+vn/7qbNsg9X/m2j/6azr2bazyzyvGHbUBLbMViLj4faEhzrGsbafvwmcxU9bprfKG4Xj2ua8+1MKKP6+zzejWij0A9Iet6ApPpkvqXdiT8qsyPm35iRbXNuEk0blilTIhUklkb0yynwGB83FGME1MLpsdtfauMRti4GTc5d5zXXRK3NqIIIXW9fRVt9EkWhmEVNnNpa1K3NeCPjI5j6PEXqlvfObHgyeK0mzy3u7OAh+64xThnPhICBOwJmlUMzn736ckZPJ/QSQDgvi29OHz8HaWe9eQLb+P9ivFyZq6MmYrZMb5fPz8vkc+JOn+Jak+/b/UyvPbupDKOfE4oP6w2+/zxGM/PzOH5k/VaQ5xiIY9PbbimRtuJ+ktqPtTrqvaLhTwevONmUgdYuaQDz7x8GnOxSaPOUR1roljI4+5/cR1eOTWpPI+jhzQKF63GFdVcFvICeVG7fpPXYuWSDhx68RTpobK5dtGa+7OnXsZUzCPFXUcjo+MY3D9Wc+5MqYxDx0+hd0Wnds5s1p0jQbNSELYBY3BMl3sG1uP+Lb3VX1J5IXD/loU0MJRhsT43eD3JonFUIcYoFsqM+cEP0EZGyrzILR6oIjJZPn38tHLuVIUfqdcBu0KQriZuoH5TvKtYqClAGLW1Z2B9zXlJWsUQmoVhmEI178Pb+zG8o9+YqDmZUDd66s/FgP/08dOkAdu0jigztC4ZtSmeVvmFfaUStgFjcPei9wysV+YoS6tbxYvGmZKeuhoZfek5cSMsQJuLbTU+20KQjTBxm8zJraBVNFpHoebSV6JmznnUmgPM68i1sKMunkC2hJtVDGovmtKNkjqPj/5NscSNimneT75mq+fE29EldxVQb81QWhC30KRJD3PFpeAe99on297WtwpPHz/tpShgoxPgmtqzeT+pkaYt2hgfdxbnBtKTePqPRdCsYlC6hko3Ov72+TqdhyIH9Rd2HNX+vm5fPO37nHFzYo20ktl5dSFEiHoNrZAT+NXNa+q0ICo+So+h9DBXncak+1Cay7yURp1D1fbzJ8/hfEXL5MZOxfipDdeQ85lcq1nPk+37SY2UGxt1PQp5gaE7bzHqTq7nNoArXrNKaFRJgmZlIrkXrdONuDrP/Vt68ae/cqs2IaZtQlMf7+vGrctok2xHVyxw6eJFmFfcAJcuXlSjBbkUmtTpYa46Dafgnm3RTV3bSdIUBXz6+OmGJcA1tefyvktsKg0sXlQyq3MDzSFsAyaI70W7Fg6MEEBV29JpHrYJTX29Tx1LjVtVhFKXyJQqhBi9zo2P6sO3B4qj+7gU3bSJKU1RwEYlwDW15/q+S2xptKOgO11etPXNylT80OT9sfWMpPVnNNtHo9I/XOZIp6MAYOsxuvhtiOKgNkHjxRRt/WCmtrntxN+3XUO+C4Wa5sBVT3WNLRmfqwamw7Z4ZMA/bbsNyCl+qPpARgkuTcUBVcXr0iQizaLwHoVNAUDTHNkUEhzcP4bBA2N1Y6QKJqqwTewaj0NFspgi9WtOlcjU1HZdX4yEwC5ryHehUN015/RnSgyb5hrGC176+pzYFo8MZEPb/rIy7atTOkxcV4m735OoitfFdR7bX0e6eH3/utLFuXXvYXJuylIqx8RtR+V7sSmYqNL+TOj0k56uIi5cnCOvcRyV783Wv7Z0sbngocsaSrPuovNsrrmpv+T7aX8JcTUw18+Jrnhk+HXVONr2ZuWyj5/UlnQF6qj3XPfJW8VHo9OoVL4W23ZUcP1rlPanw1SgkltM0Yd/jdLDkrisoTT6jO015/TnUy/yqYGpyCofaMCOtrxZuepREsDaXQerOcSWFwvkv7pt8/GZfDeNykdm0sW4cYyMjuPhb71QzXfYVSzg0/2rq+Mz5RqMQ3myTDFwMOWd48Zp41+z9Zj5xtYjRa3ztB4ul/NU2pGtBmbbrykfaKAxtJ1mxdWjdHvqZ6dK+L1vPIfzitpOcXT75SrN5tEjJ0hNKovCe5yYkvFz4hgZHcfggbGaxLwT06Wa8anmX1VQsVjI457Na4wFDV3nghrPtr5V5Drh9k21vWVdt7KdRhTwM11j1fsXNEU8XbVUl/Mo7WjtyiJbA3PplyoeSb0eyIa2u1np9t8jvSOZR05FWULpIUqSJh9f0uOTdT4yjh+HE8fwEy/VFaejiOdwG97Rj+Ht9fnlVJ4sVR4/1zQ+VN45ap1w+6bafv2M+lcAle/RJy4eqNK8xNLFi7x6uFzOo7SjI6+erZnnrmIB3Z0F5fVx6VeXDzTQONpuG1C3/5405eq8UWn7dPHdZO0L4epipjhs9AGV7uHiOUuDTd65spRWX1I2bTcix6CrB2piqoTRBz9p3Z5rHCp02lFaz54pXiofaKBxtN3Nylb7ca2DZGqb227c42NbI0qXy1ClkXFqalG6GseHw52bNJj0CJ1fhjMGH3Wsmum3M+W/pMZN5T/U5UtUrdsofp1mTI3Ph3aUpfbbKB9ku9J2uQFta9FQdaMEFjw48Z1ATk0fXRwqZufK1VpYtjWidLkMVbnpZktl5a/IeG5EVT47Tm0qFZ5rABlz0kWaR7Le2LuTF/H+9FzNuboxpM2tl6YeUtq6Vab8l9S4qfyHytpWOYFSuVx9KEO1DlW5JHV10a7rLmLl0g6yltxtfVcbx07F62Mdeq4nFnIDKmg7zcpW+6F0hOXFQp2+wqnpQ8VB/esweS+zrRFlk8uQU3cria42lQqbelW2mPQInV9Gp2WqSJNbL43+mDbPH3fdJaHyH6rGsnTxojrN0rQOI82Yqos2/MRLXrSjrLTfRtYTa1fabhsQsNM/dHWjqHZ85uNTYev7yFoLsfGb2NarssGkR+jmTadlUmVO0sxrM/12ruuO6iM5FpecmpFmbNLzfGhHWeifjfZBtiNtebNSQe03U3vckeeqR7M3HbUZP5/KK+ZDGzP5d9K2b9uvChdtwKTPjU9MIy+ENrefLk4hgGuX09e5s5DDVKn+d2ejcjra5OWzxWbdSQC3Pvwkhu68RRs/1WZXZwHvT8+lyiuoohW0okb5INuZttsGVKHzXpg8V5RPg8oLR+UVU/Wj8h1RUH4krnfMtj9Tv9Sxtl4o6trsHjlWM7+6m+W56RJGRsdJX4zAgseJGsNUqYyEzahhOR1t8/LZYuvtmpguYXD/mDZ+5Vqu5FhMm1cwSSNzZupohA+y3Qk3K5jz7n3hM+u1e/uqvWmTRpTUT1R76ZHviOo7qf/oakSp2k/6hZI+J5d+KVzy9gF2tawoyhJVzaOzUL/kyxLVelAUEmiKxqTTeHxoLi7erlJZX79LtdaWdCxS5n5MrgtbTalVtKJG+CDbnbANCPN+s24vnWrDtFet+hcmtZeu8/yoPErUB4S7V2/SM3T92tbsMmFby8rUzrRiOy96f2BjDz5PzLWU9bW8bPrlvs49zpf257umVQRXx1KtCx+acjO0oqx9kO1OuFmBt99s2tvn1q6KyAvB3mtvVl5Aynel69eUR87UJ9ePI8TCDYQLVxPReXlscjlGpM2rp9NM434vzlpSHeOqldquPZuckjb6k+1nw6b9VtDCApcI24Dg7Tfr9vZVe9MmjWjLum72Xnuz8gJOzswpc/Xp9IMLs/X5Eqk6Ta41xYCKzy0pJBHEa4uZ5pLK27duVadVLsdofLr5cM3FGKHS73SxqI7RaXUUnLpbSbg5JW31J5vPhk37raKFBS7BvlkJIYpCiCtSLeTsN1N7+5QWQ+UXjLwhr5+ZZu+1NysvYKkssaRDnROOakOVE5Cq06TTG0yaX1mimq8OuKSvdXcWUIzpUt2dC344riZC5e179fSUVS7HaHy6+bDNxUj1qfPXxWNRHRNpdZSW2d1ZqNH5uooFDO/ot1573JyStvqTzWfDpv1W0cICl2BtAwoh7gDwJwA6AFwvhLgVwB9KKe/MMrhG4prvTqfF6Nq09aI0Ky/guekSnnuoPiecTRtUnaa0egOVr86Ebi7TamTx803zYZuLkdIDOf46XV+N0lpcP2O2+piP9ltJCwsswNWshgB8HMD/CwBSyueEEGtdOqz8Ovt67KV1AB4E8F8qr68F8DqAu6WUvBKxGcH1t8SP6+osQMqFL/k0OlSj98tNOeOy0A90fWZVvyoJV6dzqallmg/bObfVl3IVnW1gY4+1luiTtNqszRrUYapdllavDai5d3Ovl3a424BzUsr6pFwOSClfklLeKqW8FcDHAEwB+GsAuwAcklJ+BMChyt+bBtffEtU9io47O1XCxHQplQ7VjP1ySpOblzIT/YA6PurThA/Nzkanc6mpRc1p9Lpu/NyaZjrmpaxqWjZaok9s1rLtfNhiql2WRq8NZA/3ZvV9IcS9APJCiI8IIb4E4B889P8JAD+SUv4YwF0AHqm8/giAAQ/tO8P1t1B1jyJcdKhm7Jdz/DY+9QPV8Tovm65GkSs2Op1LTS1qTqPXOePX1TTj5PWLNC0bLdEnNmvZdj5sodan6jNsq9cGsoe7DfhbAP4AwEUAXwPwBIB/76H/XwXwWOX/r5ZSvgUAUsq3hBAfUp0ghNgJYCcA9Pb6+XmpgutvMfmvdG1Re+3N2C9P6/uJsNU/OHnqBMDWzWyw1elsx8a5jpzx2x6fhPqlSmmJPrFdy7bzYYvqGlKfYRu9tlHEv/+uuqa9bpzcm9UvSin/AAs3LACAEGIHgP2uHQshOgDcCeABm/OklPsA7AOATZs2pa2LWEe0d001bOunUp1jolH50VxqUKliGBkdx8PfeqG6x99VLBjzx6ni4M65Lz0va/+aLw0vba01U87ILCFjFDDqUD4/B7o147oORkbHMfT4C1UtsLuzgF/csNrovUtD/Ptv3U0bvH//tTLcbUDVDcXqJqPgFwD8s5TyVOXvp4QQqwGg8t93UrZvDZXPL8LFT+Wyz92I/GgcTS6JKoaR0XEMHhirEaM5+eNUcXD69KnnZe1f86Hh6Y7n5PUz5YzMmsHbb1T64aSEd38hJ48kVws0zc/I6DgG94/VPLRydqpk9N4F3NHerIQQv1DRp3qEEP8x9ucrAOoVWzvuwaUtQAB4HMBnK///WQB/k7J9a3TeHmrPOrkP3t1ZQFcxnbbSiPxoHE3OpMlE7aj0EFP+OFMcIPr0qedl7V9Lq+G51lqzyRmZNQMbe7B0sX4Dx5e/0CaPpE4L5MzPxOBVXAAAIABJREFU8BMvKXMdcscWsMe0DfgmgGexsF33vdjr5wH8rmunQohOAD8H4H+KvbwXwDeEEJ8DcALADtf2XaH2wgX0eeGy8KlknR/NV845lz44x1Bz7lvPy9pjlEbDM2FzDZuZt46jjfnwF9p65CgtME1faY8N0GhvVlLKMQBjQoivSSm9qbFSyikAKxOvncHC04FNI0sNY/fIMTx29A3MS0nWtFLB0YNs4jbpQ3FvDgedbsKZt6x1nSxx0Ud8QnmnbK9h1lBxxvFx/ah+stDsbDxvwZvlB65mtVYIcUAI8QMhxKvRn0wjawJZaRi7R47h0SMnqh8YqqZVEq4exI3bpA9Fsdnssw/efqOyBhbXw5O1rpMVrvqIz/5V3inA/hpmiS7OCF+eufMX1f1sWdftfc1QWlyS4M3yB/dm9ZcAvowFnWobFrJN/N9ZBdUsstIwkrWrTK9HcPUgbtymfHsRNvvsAxt7MLy9H92VaryAXf64rHWdrHDVR3z2r1obWfbpAhVnTsC7Z26e0JBePzPtfc0MbOzB8I5+dBUvrfvuzgJL5w24wX10vSilPCSEEBUD75AQ4r8CeCjD2JpCFnv71J656Qk8Gz2IE3dW++xp5yxLXScr0ugjWfafZZ8uUDFICS/1uEz9RO81W1cOpId7s5oRQuQAvCKE+J8BjANQmnbbCW4NIQpTBoK0epBNe0lc6iU1G1NtLJf3KKi5pOps+c756Nvfl8xvOVOarxaq7O4s4KE7bnGaL5t6XCZt1sUrpZuHy2FNBy6RHxoaMh708MMPHwNwDsDTAO7DQlLbwaGhoZOZRmdg3759Qzt37mxK35Fm8d7ULADg/Mwcnnn5NK7rLqJv9bKaY+aI7Yn7tvTitr6ryT5WLunAkz94W/kwxF23Xqs9l2rvmZdPk/Ekicb09vvT+NLhH2rH2mx01+P42+ed3tONTTWXhZyABOquVyEvMHTnLc59cfuPUyzk8eAdN7PaTc7dTKlc0+5MqYxDx0+hd0Wn9Rh0ccbX15/93cu4MHtp+3RmroxDLy702bd6mfHztnJJBw4dP4VkN4XcwtwnY+N8fpvIw5yDvvjnXx66beDerGNJzfrrltueohw/S7OSUv6TlHJSSnlSSvlrUsrPAHjLNoIrCY7fR6cR3b+l1/g0YJQtWwUnl5+qvfjefZRvD6B/5TVSh0mDbW0szns6VNrZ0sWL6r4sAWBJB79+FRef/j6Ollmal07zFY9ThS53YVybNfVrq52GelWXH8ZtQCHETwHoAfD3Usp3hBAbsJAR/WcArMk4vpaF4/fReYg4j60D9rWgTOj22dPUS2o2Pr1mpvciknNJ5bI7N21Xv4qLL83ER15I3XtRnLbrK96ubZ5FE6Fe1eWHKYPFMID/DOCXARwUQjwE4CkARwF8JPvwWhedD8jmGB/9+IJqk/rV1Ur+Ed08ub7nMwbO+82C23/a+bJdX/FzfM9dq16LAI2Qmn/VCCF+AOAnpZQzQohuLGS02CClfKVRAerYtGmTfPbZZ5vSd7TnHd9KKBby+OWP9eDp46cxPjGtFNsLOYGlixdhYqq+OGNc8F1eLEAIKAvACQA/fcMKvH5m2vhwRzzRZmchhw8U8sq+TWP65vfG67ZN4sK7rVgdHR8XxblmaVVfAJSxf+Ez653fs/3VQs1f1NbukWP46pETNb8uXPtKS3KtXZid0z4KX8gLDG/vB1A/XwILOl2P4brr1tfX/0m9FQgsrIt1qzrxw3cuKH+ZJR8A0Y1Vt14AYElHHoV8zlg8NWPMBi4sJLLd85VvZx1LahyKLyrHb7pZfU9K+bHY35+rFE1sCZp5swLqPwTb+lYpv9QjOgs5lMqy5kOp+9K0IfmlFyXa1OUvU31R6rIyxG988TZUNzPdl7DqSyuOTs/T3RAANOxpQArd/Km+5O9jaJe+UcWSE1DqbQD9NOD4xHT1RhVhuvnq5if+NKAt0c1U9Q823XpRrek4TfrHRLhZqV403KwmAPx9rIGfif0dUso7baPwSbNvVkm27j2sfZyYSvsSic82JctV9HQVq/n0TLGozjFBtakbl6ptzjz96AufsorBZhzNoJXi5q4NQB9fVmO64YHvsKoAcPo1xciZiyZco3CzUmB6wOKuxN//xLbXdsIkzmb9oALn4Y40ffsywrrOU5o2m00rxe3LHJ7VmFxuVFS/phgvF3N1wJzI9hkAEEJ8GsB3pJTlhkTVwrgaEwFzQs20v6yWFwvYuvewVTFFU9JTToFG20ShnHmisE1k2wzjp6ooH5VkNWmONbWb3HZ2KfTnmoQ12X9XZ0G5bac7hxMjtZ5sYo2/pjMlU2MwtRtoPNzcgL+KhewVfyyEuCnLgFoZU+E/XSFGUxE8KiEsl0JO4MLsnFUxRUCf9JRToNGluJ+pYOU9m2lHhE0iW5+FGrlQRfnOX5wjE5+6FMscn5h2LvSnmsNCXtTFF59XVf+TM3N1a9Z0DidG3fWnKOTViZMHb78RVL5ZagxxQiLa1oFrCr4fwEYAPwLwl0KIfxRC7BRCfDDT6FoMjjExboCMfiFwiuANbOzBkg79rmy8vWTCzKWLF2mf5tJBmSE5BRpdivtRRtG8EEaztE0i22YYP6mifPNliaWLF2nNsS7FMm3aiFDN4fD2fgzv6CfnVdV/qSyxpGOR1TmcGPcMrEdngfvv6IVfrqqHK6Kx6j4VyTH4KJ4ayAZubkBIKd8XQnwTQBHA5wH8EoBBIcR/lFJ+KasAWwkfxkTd++eIp5IEzEk/KUMqF5v9fh/F/dIYWrnnNkMn0rU9MVXC6IOfJM2xaU3KNsdRc0jNK9XuuekSnnvok1bncGKM8hKaEABGH1T3H2HaZNCNIWCPwwMVLFg3KyHEHQB+HcANWCgN8vFKNotOAC8CuGxuVmkeYab2v9MUu6MeCY+j0wC29a3Cweff0v7rMY6NvtRKhQ4Be82Gir+r85K2F/fdZK0HxQ2utvPK1Zl8XhuOXqlL0EvpdGmKctq2xdkW9TVnITFutnB/a+8A8GdSyg1SymEp5TtAteLvr2cWnWd0e+ic/XVKa3EtdqfSN5KYNIBHj5xge1Ns9aVWKXQIuGk2lDYzOTNXc97g/jEMHhjzpgeptKm4puIyryadj9OGDVy9cvD2G5XXZvDAGN6fqV+XaYpyUv2bxpCmDS7N0EfbDa5m9a+llH9PvHfIb0jZkTahabTXr3pazUULofSNCI4GwCUvhLW+1CqFDgE3zUYV/5KORXVznjRqc9qmoIryxTUVl3lVnZNloT+uXkkl6C3NS6XJeOniRawYfYzXtGZ8zllIjJs92m1AIcR51Fc8ACoZVqSUTc+lb4OPZKcDG3vwu19/zrod2+MFUGdETKO1lKWs+bLkfkBbpcCcq2bDTTbrMwbOnLnMayOvhY1eabMuqcTMKtKOV5dI2mfhR11fwaPlD5PP6op62s+kFZh0hGhPmvo3uO3et87jkRMC1+86WM0RODFVYnunqNgakVYoK9JoGBzthYNK62rkjTzrOefMk0qfdfVt+Yw3/jmJ5qaRmmur6btXIsZtQCFETgjx/UYEkzU6rcCkI8T3pFXY7n2PjI5jcmaOfH9eSkgAE9MlnJ0qWXmnVLFt61vlbU+9GfvzrhoGR3sp5ITR45bP1WtdjdQksp5zzjwBan12W98q5bHJL5csNbX45ySam219qxqmubaSvnulYrxZVbJWjAkhsnkesYHotAKTjqDb/3bZ+zbpVTriusH9W3rrCs6p9vafPn7a2556M/bndXohcEmTS14DjvYyvKMfw9v7SQ8UAJTLsu56NVKTyHrObfTQZL9UIdDlnYWGa2rxGJ8+frphmmsr6btXKlyf1WoALwgh/huAC9GLzU5k64JuH1z3nm7/2yXJZVr9Kb7nzsna7Utn052T9f68Ti+Ma3KcmCivGOWBov5Z0ShNIus5T6O3UudGvrIs4Ob0a6TO1yr67pUK92b1cKZRNBDXfX+fe9Ijo+PWefbi2Pi6bHQ2XfmG+OuUf0YI4L7/9I848upZzEtJ1qdKo71wrgOn3IRt3kLb/IdxfGhNJo8fQJdHSdM+Z9w2nw1fuhtHJ+PotPH3uzoLkBLNrmUVIOA+uv6M6k/Wwfkmzb4/tS9PvW6KwSbPXhKur8tGZ6PmZvfIsbrXL8zOKfOtlSXw3R+9Vx3bvJR49MgJ7B655HVJq71wtMXBA2PaG5Vt3kKX/IcRvrQmap3NS6n0idn2kWbcXL3Gp+5m0jA5Om0ynrNTJUxMl4JPqkVh3ayEEOeFEO9X/swIIeaFEO9nHZxv0uz7U/vy1Os2MQBqH5QOTtw2Ohs1N48dfUPpobFR2x47+oY2JhvthaMt6jxTNnkL0+Q/9DXeCN06U/nEbPtIM26uXuNTd0v22VUsoLuzYKXTcnSv4JNqHVjbgMlH2IUQAwA+nklEGZJm39+XZqDTUJI+KEo/4fZto7PZ1qqyeTAx3oaPeXTRFgG+vqjLm2e7LZT1uvF5Tppxc47xrbuZ+jTptKGW1eUFO5FtHCnliBBil+9gsibN3jrliYr8UKY9bhePlmlf3tVTtDyWXcHUl67cOZf4E3xZ+1F0cyYBrN11EF3FAobuvEX7RcfVVlzzSXZ11l+DNLXSVOjmNI12lJXuy9VM0/YX+eU4yzqrOQzYw90G/Ezsz3YhxF7QD0i1LGn21qm6N5EfSrfH7erRMtXHcvEUAcCF2bm6OKk8ej6ucrw+UdZ+FE5dsInpEgb3j5F6BFdb4eaTVMUzOVN7DdLUSlOhm9M02lGac3XX3kYzTVu3K/LLmchqDgNucBPZ3hH7czuA86gved/ypNlbT9a9sckP6OrRiscL1NfH4nqKkpTmZV2cVB49U6GG+DR0dxaw9YYV1ThV9amy9qMMbOzB8Pb+Gu+ZilK5fg4iuNoKN5+kqk5Zsn/bWmkqVHn70ozP97m6a2+jmabpT5UbMsKmllXIBdh4uJrVr2UdSKNIs7cer3tD5ZizqQvF0VBsdBKb/XXVsU559CTwumWetaz9KPH2dbqfrYaSfJ17HFWnjONVUtVKo8ak8o5x4jO97utcgL72tpqpa3/UmubUxeL0HzSu7ODWs7oOCzWrtmJhY+j/A/A7UsqTLp0KIboA/F8APlpp79cBvATg6wDWAngdwN1SyrMu7aeFo6vYaC/cY208Iao9fZsdO45GRPmpku247N0nvVAcHYlqx0Uzit6jXudcL5/H6Y7h+ty464nqa3lxQcsZn5iu+qt6mNqZa003l7Wr6k+3nmzqciXj8qFFBvzA3Qb8SwCPA7gWQA+Ab1Vec+WLAP5WStkHoB8LBRx3ATgkpfwIgEOVvzcFjq5io71wjjXtgXP29FUU8qKuvhLXH3Rhls5dGLXjknNQ5YUy6UhUO66aka6uEvfa+jyOOkY1vxdm54zXVDc3Si0nJ3Bh9pKWE32hc7Uzl5puJi1XR7w/3XpKal66ulyquNJqkQF/cG9Wq6SUfymlnKv8+QoAOzdsBSHEMgA/C+AvAEBKOSulnMCCBvZI5bBHAAy4tO8Djq5io71wjjXtgdvs6Uf0dBUxvL0fwzv6nfxBKr9STiB1zkGqbZ2ORLXD0YySGlZXsYDhHf3kHHCvrc/jqGNU81ual1i6eJHzelL1tXTxItKfptLOfNR0S1OfLd6fbj1Rnw+dvudTiwz4g/vo+rtCiPsBPFb5+z0Azjj2uQ7AaQB/KYToB/A9AL8D4Gop5VsAIKV8SwjxIdXJQoidAHYCQG9vdrl1fXlLuMea9sBt9/STepgvf5CUtbWAXHIOur7HPdZU04oD9xyfx6mOoebXlHfPNDe2+mRSO/ORa9KHvmNqg/p86PQ9n1qkb+Lff1dd016PyXNvVr8O4P8A8GdY0Jj+Ae7l7BcB+EkAvyWlPCqE+CIstvyklPsA7AOATZs2WW1122orrj4Kl35Me+k+c9Zx8qGl1WNUXi7TOcDC4rr14SfrahOp5s9G50nr2WkWLvOrO08IVLUeTg7FeHsu2o8KV51KRVdnRb8jGnP5fPjWLH0S//5bd9OGy84+lAZubsATUso7pZSrpJQfklIOSCl/7NjnSQAnpZRHK38/gIWb1ykhxGoAqPz3Hcf2ldj6Ilx9FK79mPbSfeWs4+ZDs9FjkvoJoPZy1Zyj8UKpahOp2rLRedJ6dpqFy/xWz1PMcVkCgwcWtBxTDsUI1ZxytB8VaXSqJIW8wLmpEplNpZATTjkdfWuWAT8IqcmbI4T4EjS2UCnlbzt1KsR/BfBvpJQvCSGGACypvHVGSrm3kh1jhZTyf9G1s2nTJvnss8+y+oyeckrS01VUPj5ue7zvfvJC4H+/u1ZX8fFrgepPFSu33Y1/+KTyS083Vzb/qte1pYpx+ImXrH6Fmq5ps3GZX2DhFyr1NCcnu3/Uh2lOy1Kyf6Xq1l9PVxFrVxZrsvZvWdeN189MK3cBLlycI8cnAPzZr9zq/GvaVwYTR/Su9grrbtog93zl22n7air3blZKOcrxm7YB43eChwE85BhTkt8C8FUhRAeAVwH8GhZ+5X1DCPE5ACcA7PDUF4D0nhrT677bU9Vn8pGzzsZLw213grjh6PrieqFMbdnoPGk9O83CZX4BWlMBzFWnBXjaJNfbFeGzLpxJZ4vWRStoloH0aG9WUsro6TwIIT4f/3sapJTPAdikeOsTPtpXodvDV+X2c92PNukoQ4+/UP3XYHdnge2Z4cD5Vx4nxxyV79DWt0ONYffIMTx29I3qv547O/K4MKt/KszGx5NFTSpfuPxL3EWb050HmH9ZZaXPcPxJ3Dly8dDpuNz0zHaD++g6cBnmAoyj28Pn5mLj7EfrdJTB/WM1N6azUyWcv2j2zHDgamWcHHOqfIe2vh1qDLtHjuHRIydqal5dmJ1HXlUgKxFT2hx0rjWpfOGqg9pqc/E1rNK7CvkFLUenGybrZ/nSZ0z+JJs50o0vq89PoHnY3KwuayhfRBwqF5uNP0nnl1HlJJsvmz0zHLi5ypLxxfOh6bwztr4dagzx2lZxymWp7N80HhVUPK41qXzhmk/OxoOVXMPDO/rRFXtysLuzgOHt/dgzsB7D2/uVRTSB+vpZrp8H1Vh0/iSbOdKNL6vPT6B5aL+9hRDncekXVWes4KIAIKWUy7IMzje6PfwIVS42W2x0FMDsmeFgo4lR47LJd5h8jztXZH0sLOgfJtLmoGumxpAmn5zNmuKuYVu/lK+5c/En2WiWLoRcf62PSbP6oO79yw2OXpOVfuGyv26zh061L7HwBFYabWRxIYfpkjr/OqcWWLxvSivJC4Frli82Xp9oPNv6VuHp46etvGxJvfChO+xzEVJtx8e7rW8Vvj32Vl1fNtoTNT6O14lbYy3qmxPT8mKh6n2L/7/LU6m6Pqkn/GzGpCJNrr+tew9Xz0s+rXjP5jU1VQUC2ZEfGhpqdgzO7Nu3b2jnzp3s41cu6cAzL5/GHFEioFjI48E7bkbfav8/GFcu6cChF0/VFTIs5AWG7rylrs9oD/29qVkAwPmZOTzz8mlc111Uxvfau5N4/uQ5Zd+mc+MxJucnB5AlFVTzZYr79OSMMs77tvRix8fWaK9PfDzPnzyH8zNzrPGNjI5jcP8YpmLbPDOlMg4dP4XeFZ2prrdqvM+fPIeZuUs396ivT/evxiunJmvGVyzk8akN1+BLh39Y10ZyfG+/P11zHDVL0euc66665qqYZubKmKn8gyX+/1Rsur51fY6+MaEs9mkzpiScz5IqpkJeYHauXL15np+Zwxtnp6uxSADPnzyHdycv4ra+q1mxMHmYc9AX//zLQ7cN3Ouz34az/rrlqpeV428bzQqo33fvKhbQ3cmrX+Ojb5v9dds99KTGkMRVG9E5Prg1teJ97xlYj/u39CprXlHXh4NufMNPvKS84arqetliU0Ps6eOn2dpTEl0eyCjPnUu+Phs9zDY2ndZE6rpEfkKbMSXh5vqzqX0Vh9JhA35xKmt/OdNMzcKHHyqLWkRxkjGu1XhZVGPhxLdnYD25daKaI44Pi9u3zXscbHPh2eqZcUx57lw0R8BeY7WJzYc/zqZdm2NNOSRZ9dxg9qwF/NB2NysT8b3txYUcLs6V67YlbPQOV++GydeSbLdYyGGK0JWS59rEpdOYgHrPVMeihTlLYsplR6HLm5jEtj5V9F4afw1HB00Tn027PmtNpY0pGVuafJS6drnH+vRMJjE9xRrwQ1ttA5pIei2mS/U3KmDBHzV4wFx7KY13Q+drUbVrulHFPTE2cd2zeY2yvXs2r1F6plQ3KsCcy06FLm9iEp3nZ/D2G8mFvnZlMZW/huNbA/TeH24bKkz5IwG3WlNpYkrGliYfJfVofdIHpoM61tQGdw6oz0jAL+FmFcOmvg5H70jj3dD5WrhxikTtqehf1jZx6TQmm716F33INE5dTaI4Axt7sJzQvo68ejaVv0Z1ne7f0mvl/VHrJfSXJDXuqB0ftabiMemgflXkhWCvV51fb9li9XUzabScY01tqOLZesMK5WchkD1hGzCGrX7hO09gEkrjYseZqD3lGhelMdnu1fueX5u8dFR+PR/5AlXXyfYLzEYv0Y3b1jvFiYnSDAVob1w8t2WafJSuOhznWFd/W6A5hJtVDNt9etc977SeEW6cthqJrceMm7nbtX3TOH3oFhRJf5rP2mYAUuVwTJOf0oWuzoIy63vUnsmnxVkhtms1fn0A/Xy65lYMtBZhGzCGzT49J/+YTkNIk3+ME6dOw3Hdw09is1fvnEeOEC0KObv8by4aTNo6WCptcHD/GAYPjLFyOKpy6HHG7bPO0sjoOCYrfq+aOCrrn5O30ISrnsedT9fcioHWItysYuj2/ONw848l97x9aAmqdiOdhJu3zXUPP4lKz9p6w4qqzhG9niaP3NLF6h//SxcvsmrPdG2p1209RHFUWk2pLOu8RFQOx+Ht/TU+s65iAcM77NddGg8h5VFb0rGoukWW1qcVtWUaiwrOfLrmVgy0FmEbMIFuzz9Z44fbXvRB9LH/rmrXFp950HSeKR9QWhP1ug7dtS1LuZDwUvGeq66VVldJc42zzpkXz++X1jNlytlp0s5UmDxUuhhDPsDWJPyyUqDbP2/Fdi/XODj4jlXXHvUe9auLox2ljavZuM5/FmP33ebl9DkIhF9WSgZvvxEP/NWxmi0CAbOmYxJrVe0CwIWLc1XTpqkNjiDsEkchJzA1O4e1uw5WH5zoIdpPMwe2qGJNU4OKam9b3yocfP6tuuMLOYFf+fgafPN748pz4klOufMMgZqtK9V44mbrOCpDOpUEd3xiOtW11M2XKt6vHj2BKNxCbkGLMqVPsrmWaeaT216az3l4WCNb2iqRLZe+1cvw9vvTOJZIuPrKqUltslRTssy+1ctwXXcRR187U00ECiwkBuUkA+X0YRPHsfFzmJyZQ1exgFK5XK3W65o01Db5LodkrD1dRTx4x83OXwKq9j614Rp883vjOH+x/kGCfE7gf/zp6/GvbrpaeY7NPPd0FTF05y345M3XaMcTma1VX/PJBLxUIt0oCW6aBLDUGKh445QllIZ6ACgWcpgvS+tr6TqfuvZ8fc5tEvkyCIlsFQh5Gee12rRpk3z22WczaXvr3sPKJ5l6uor47q7bUh1PHUs9Ch61wenDNm7dOZxzOe1wz28WLuPPcqw3PPAdoyXAtCZM5/mEE2/WMbji63Nu+uxawsrftO6mDXLPV75t23ZLce/mXtXLyvEHzYrAVyJZ1evUsSYhn9NHFslcuYLz5VrAzmX8WY6V88VvWhOm83yStTk8S3x9zn2YywN62lazci3G5sNoSx1L/evMlKg03oeLITSt+dZk/rQVrKmif7qihGlwGb9P420yySuHyFjOTfLLjc9Fd8nKHN4IDchkeFa97vLZDaSnLX9ZcRK52horbY6njr1n8xptG5w+XAyhOuOl6dz4XFLYmI2T12ZiuoSzU5eSnj565IR3E6fL+H0Zb1VJXjlExnKbm4TNtbSZ3yzM4WmSQHMxGZ5VuH52A5e4d3Nv9Y8NbXmzci3GZkqWyj2eOnbPwHptG5w+XAyhSeOljZmXk1TXxmxsk0wY8GPidBm/L+Ot7Xgpv3o8uW1kEOeORRcLZ34jczgFN+Gwj1hsMBmeVbh+dgPpacsHLHSJOW1Nv+0Ox6hpM682xk+X9lsNm/FG96ms1m7az4XPz1UjPqMt/D1wRT9gwfhFpRx/W2pW1L7z8mKh6puhCsT5ptneDG7/1HGcBLGqffuR0XEMPf4CJirZC5Z05FHI56xvVIC5uKDNHHMTzyZfo7xNJo3NpeCgTVFOH4UkuYmX0+p48dgpLU7XVnQ+x1+mK+oZ/x4IfqnWoS19ViuXdOCZl09jLrYFUMgJlMrl6pfnTKmMmUohQR9+IRVZ+JKy6F933NYPX1U3l3GKhTwevOPmuvYG949hKrbNU5qX1fm2RQLkvNnMserYQy+ewlMvnqqui/Mzczh0/BSeeqH2NcrbFH9d1bdqLVLcdeu12PGxNXXHR3N8/O3zqdYTFQvXq6U6X3X9VSTnnpqNu269Frf1Xc0+X+dFnJ2vX2/J74FGfyYrXNE+K8JbFUc5/rbUrFT7zksXL9K67bNIcNmIfXkf/euOS85lV7GA7s6Cdt+e0gpUJNuLJ841xW0zRupYVaLU0rxkx2+Kk1vkEFjQ/myLcqYpJGmbeDmNjsfV7ij9U3d+Mmbq2LwQyu+BkNy2NWjLbUDArthdhG/PRLN9Sdz+TcfZJk3ljk8AeO6hT9a9/tVEtgRduz78b76hkqya9CvTfPtYT2kTL7sm0M3ay8fxIpalJBMkB79U82nbm1Vyb7+zI19NN0Th26OiKyy3e+QYmc3cJj+gbv+eqzFwjrMpMsjVaZJaFNfPxdE+VDqXbYFGV2w9PBHJgpDc803XKY0G5UtzpfxnuxbUAAAgAElEQVROur45sarOM42L0rOB5mvM7UxbalYqbYKTcFO39+6iP+n0iudPnsO7kxfr9udd8gNS+/dcjcF0nFLrUeg6cZ3r0IunyNxxEXEtKqnHJKF0G6oLlc5FaZn5nKiJtZAXyAthjF8Xp2pNvPbuJJ5P5KlLoltXLtcpjQblS3MdGR3HweffMs6nbu50n6XkebpxUWtzXkq8c37GZ/4/HUGzUtCWmhV3f1xU/mTlUYn2+CkeO/qGUz/c/XuuxmA6Tqn1KHSduM41vKMfXcVL2RqWdOSVHqLoHN2YTLoNBcdbN7yjH8Pb+2tf296P4R21r8W9TRSuRTFNceviN12nNBqUL82V0jA7CzknnyOg95fpxjWwUV3wszQvnYtwBvzQltuANvvPXL+F6176wMYefJ4oAqfavkqTH1D1Pldj0B3nUmRQ1Z6LRiKAmkShaXPlUePkvqbz7pgSmqYt1hjFZHudXDUoX5ordfx0qYwfWCSBtdHLdMdSulXI/9dcmnKzEkK8DuA8gHkAc1LKTUKIFQC+DmAtgNcB3C2lPJtF/1xtwrbYm43HJL73TaF6GitNfkBTTK64eIWS6HwvHH+RKZacUJes8DkXtt4doFbTW14sVLdNTbjopz7zGUbn2baXJq64DhuRFwL3bF7jtVq1a/6/eA2yLOJqd5q5DbhNSnmrlHJT5e+7ABySUn4EwKHK3zNBlwuuJkCLnHY2ueKSec8oVDnXXPMDmmJKg6q/Ql4sFMZj9B3Nh+qLIDqHO7+Dt9+IQl6xnyhR97rPudCNoZATuDA7V5PnbvDAGAb3j9W8dmF2rm7OCjlhHTeVV29b3yqv+ets8yNSca1dqb65xT9/VA7KeSnx6JET2D1yzGkMKlzy/0U1vaLrn0Vc7U4raVZ3AXik8v+PABjIqiOOnwSwy2ln4zHh6CrFQk75rzLb/ICAXX44F5Raj0LXsZ2PvBA1WgJXX1vSUb9hUMZCzrescrfZendUml5pXmLp4toYVZqZq3769PHTXvPX2fqqqLiOvKreQIl//kyfGZW+64pL/j+qf59xtTtNyQ0ohHgNwFksPJT1f0op9wkhJqSUXbFjzkopuxXn7gSwEwB6e3s/9uMf/zh1PI3OEeY7n97lju/5b0bON12fAP1Uour4Zuf4ywrbvI/xeDnnvt7Esa3V+DQd4iJzA8a//666pudjXxz5B9u2m87llhtwq5TyTSHEhwA8JYQ4zj1RSrkPwD5gIZGtbceqfWXfe/kmuPn0bLxLcVrFC8KNQ5er0aU/X3W1bNCN4fzMHLuUh48Y0+inruslmeuxu7OAh+64BQMbe4zXhaMnmj4z1O6Ir7GZ2qD0LCouV+Lff+tu2nD5ZiF3oCnbgFLKNyv/fQfAXwP4OIBTQojVAFD57zu++6X2ldeuLDa0Fo1JCysW8tjWt6puf39w/xgGD4zV7fnHa/w0og4QB5s4Bm+/sU6rAYALs3PsuE11tbKuLaTU7SpaFfdG5SvGNPqpy3qJcj3GHw45O1XC4IEx7B45Zqx3xtETTTqzSt/1NTZOG1RNL5taXwE9Db9ZCSGWCCE+GP0/gE8C+D6AxwF8tnLYZwH8je++qf3jI6+ebWgtGp0WFvX99PHTrDx1HI9VM7wgNnHovC3cuLk+rKxwyTeZVYxp9VPb9UL5pChvUhKOnkjlUMwLgfu39Cr1XV9j47QR1fSKfknp4gq40YxtwKsB/LVYuKiLAHxNSvm3Qoh/AvANIcTnAJwAsMN3x9S/cOeldM5p5gL1uHrci/O7hPfK1F6z8w26xpE2JxtnTrPGJd8kkE2M3PXsY73ojuX+qjw3XVLmgYzjKwelj7GpXt8zsD7cnDKk4TcrKeWrAPoVr58B8Iks+067r0ztXdvU0QH0dYOi7QXKr6OCs7ff1WnWf2w1Mt1ePqc2UrzWEzVeUz4807g5GtDI6Dj+4K+PVXNDCgD3Ef8q9pFbLwmVAzGtLsk5xodeqxsn9ZlL01/88xbXu4qFHBYX8jg7VUJeCC/aZdoaXwF/tFVuwNOTM8rca/dt6VXWyIlD5UF7+/3pmnxhnNo/urpBUf0kVY4zVZ46Vd6zQ8cVuc3mJXpXdFrlNlTVcqJy9XHyDibnR1UDSoVrnkVOLaWR0XH8/v4xXEzU0lLlZvSRW0+FLgciJ/ej6zFp5i05zid/8LbyGv70DSvw9rkZbd4/m/50da/myhIzpXLd6659AelrfDkScgMqaCWfVeak2Vem9q51e/KmHG6qX3QqXSqKleO5oXxGpbJe/+HWctLl6tPlHeT+eqWO4+ZZtNUdh594CfPEN2lS4/SRW89Uj8s196OrdpmmBlW8jWWL1b/cXz8zrdQjI2z7s8n9mLYvIH2Nr4A/2i43oOu+MrV3bdri0OVws9GlyhVdLTpXxzkiZY9ur96XRkHlHeTqN2UpIaD+lzEnz6LtdoyN3uIrt55NPS7Ve2nyQ6pe96HXuqw5F63OVXtNowty1nHID5g9bXez4pLc76fq7Zj25Ls663PCmXQdFTa54Ew59qj2ubHo9DTKH2abj9Gn781FWwMu/Sva5BNS5f1z0dd0niybekycY7jaG/c4Kq+hhDmnng2uNcd8eexMenPQrrKjrbYBuai8FZMzc0oviCpfWEQhLzA5U5sTLu7RoLw5aXPB6XLsUXBjwf/f3vkH2VWedfz77OaG7CYlm9CUpgkxhXYS2gJJiYATx2laSypaWKdFC2Vk1DF/VEcdx9VUmbLpMIpi1VY71dRfKFjbxLqloJaaQDvTIcG0yxKYplBoDWwxSSEb82OX3N19/eOes5w9+/543ve8595z730+MzvZPfec933ec869b+77Pd/nMbSf9qHzh5ny0pli9M05Z8PlkxnavgG9Go8X0PDIuPxburx/Li+PryeL4zny2YfrHfLZ7+z5aeN4Q+5HE9y8njH68ul/RqmW+BnbkX8+eHTeDxeZrDSY9BudFySbLwyYn4dv6eJFxppOAL9+UkguuDQWbhucWGy6k80fls1LZ2ojJA8gB4629ombr8LSxa99ABEwp2W6/Fs6L1WIvmbyZGXPi+14n324epbPfhw/mc/9aMKm9wKNbBhpXyjYl2//ol2ViywDajCtP5u8IKY1f876tk/9JBOmeGeV8soF54rFNB6OP+wHE5NWnS6rydli8YWj3YTUbErHHKphcD1Z+fPCidm1D1fPKrpfHt/70YTtPlKq/ByBtv5FuyoPmaw0FPXsFNGOOHD1NF0/Pj6h7L4D/TWWb8V07hSATbseBlHjA8UVayxNpWiePJsWs/Xu/cZzb/O1hdZ0ipXzkXu/cM9djPpwH/7sY/jGc6/M/b31spW4/1d+bN4+Zb63fM+tzc/oo18KfGQZUEOoZhJDO3Lho6fl+/HJlZbfV/fhlpLNdWjTFCYm60a/jal2UVFNpWiePF2NqZT03Os0rzNT+ryGobWmYuV8HBkdx5mphfpSrZe0tcG4NcS4eqSO/EQFAN947hV8+LOPzYvb9d4C/GrQmdoO1h0dGrVQDJmsNBTx7BTVjlz46Gn5fnx8Qj5+lmyuQ1MON582YmoqRfPkZWtM6ajPKszq8uIZfG2htaZi5Xw05fFbunjRgnPCPXcmPxn3/ZOfqHTbufejTw06W9shuqNLoxaKIcuABmJ6dmKt1dv64ORW8/HeFPFdpefOp35RiEeIu1/RPHkT5+oY/dj1xvGYxuhzXlNNz1c789VIbPePDu65Kzu3ZtEckSHHxNIdRceKQ1dOVmXVeyqaZy1WLjdTOyb9RRefj5/FlL/Pp42sV4mrR9j8Slvv3s/O1citg+Xr8fE5r657JFbNtTJqt4W+n9LjOIToYkXrqfl6p5pdF6/b6LplwDLrPfUv1p9O0/aQuFw6gqmdO0YOa70wtZ6FWoWpHxtcvcjE6VenrXoEVyvJ+p6QaYuje5lIdZCh7Ru0vjMdJo0mVA+N5T2L6WEDwt9PnPO+9bKV1rjzhGp8Jp3L1zsV+9wK8+m6yarMek/PHj/rtT0kLpeOYMthqPPCLFuyUKvQ9bOiv4a+mv12celFtvSAuvx8Lq3Px6+kiw/gaSGpDmLKu6iL26TRhOqhsbxnMT1sQPj7yXXe808D+upiPnHZdC6fz4bY51aYT9ctA1al3hO3f99cbr45DE11pFz9mPQbm17EzQ+YwtH6uLqBKT7Odc/uY9J2spi8USmh+k4sXSimvhT6frL510zX3CfumPqsz2dD2dpdN9N1kxV3fdpVu6qI3hXqs+G0Z9J7QvKzheTUi5V/0NVWaB8hHqFs7SKT7qfrI6Y2WlQXSo/L1hDj1Cxz9V2mBhcyZq7+mMXkO7MdIzSfrlsG5OT2suk+pnXwkdFxGOw489beQ302JrjeLl0OQ1v7nJx6vvGaNJ8ewDsfoq0Pk7YR6hGaUYrlu8r2EVMbjaELpcfdd+DovL+H9oxhaO+Yse0y7gPOcSFjdulgJu/hKctEJZpTdei6yYqT28undlX2GJ3h9YJFPfPW3kN9Nia43q5sDkNO+771qrj5B+/54FVYkcnuMNBXw5/+/CbvfIi2Pky5Gl26F4es74qS+Ff014Lz73EoSxcC7DXLOH2XpcGFjNmVx9HkPZzVHmHXHoXm03XLgEB4bi+T7mM75nyuAm2oz8aEj7cr9pp/SLy2Y2J9KPjGZdrfpMulvisbMbXR2LqQT59l3Qeu40LG7Mrj6NueS3sUmktXTlaAe83cR1sZ6K/h/ybddYg4/aaMjI5j15efnltLH+irYfjGtwf5rlz4aGhLaj3euc+4Y3HFFJIbsAgh59ZXM4nlrfOJn0Oq05lY3mfOfeiLz/1n69emR6eaY16zs+lVtvyOQvPpumXAFNuauY8/KM0HxvUGmTwd+dx4Q3vH5r2JJibrGNoz5u27cmHT0HTazGR91ltH4I7FFVNovaVQONfKFI+O/HWJ5a0zMbR9g1VfA+w1yxTM2TnOntfnPvTF9/6z9WvTo02a3ZmpaaPWbMrvKLSGrp2sbGvm+ddsNZh0+cDS13Tr3SZPRz43ns4rpMs3V9TbYdPQli1xf/Hm6AjcsbhiCq23FArnWrniSdFdl1jeOhODm9dYr6FvzbIs9Rnz9fPB9/6z9ct9385rb1bhwiUNzVH3muT1qw5duwwIuPUTlz9oVimj78a03s1Zi/ddly/i7YihrYToCCF9h+YGDKVofCkmzSSWt86GyUeXjynECxfjPMfUpoAwX5/NO9dq/6XwGl01WYX6Nly56nz0BE4tIZvWkPXwcHWgkdFxDD/w9Jw/qIeAWdX4n7UrnqJ1ijhj4R6jAGz++MNQyv4Bw61VldUvBvprc+2mr3FyFKZt2s5TPneiS9fKaixFNTiOjsPxTZnaNhEjL5/pgSYFYH0yEW29bCVu3rJO25dvPkHJ61dtumYZsIhvw6ZH+dZL4tQSMvmR0jx+PjrQyOg4hvaMzTOypquWrlpYnNpAod4qU07C9BiTZnjyXB0Tk3WjnmJq1+U5yrabvubSITn57VJ0Xj0TWY2lqAbH0XFcvikdRTx63Pg4fOO5V/BbX3hC25dPPkHJ61d9umayiunbyOpRPnoCt5aQyY90z81XzXl4uDqQqc/sMaZaWCZtxqc+l2sspmNCamIB5lyHPvW5TOR1SN82TV69bPu6Y4roJhwdx+abSn1k2fiKevR843ORv73TvnzyCUpev+rTNcuAMdfG83oUV0/wqSUU4kHRvcZZczfVwopVn6uIH8unJhZg1mhiaA/56x7SpukbAyXt6ygaO0fHieGb0rXF2c6Jj2B+MtHWl89YJK9ftemab1Y2fSTmMbFj8N1f5+uKHVcz1/FjnZsYMYec2zymbw5vGuhryvmueh/NeI8I7UnXfLMa2r4BH/3i4XnLE321XmzbuAqbdj08p+ms6K/hzvc3HlQwHZPVLHwe2NC1BwDnEu8I1/Q6tH0DhvaOLVgK1Ok1Q9s3YGjPmHEpkNBY59969/4FhsltG1fhX785bhy/i6KG3ZHRcUycO8/eHwDOvqo/l6Zzz8WUV9DUZq2XAIV5572v1osPXL3GeE4P/c8ruP/A0XnfIGq9hLOvTs97GAKwJ561sW3jqgV9+Gozruvqet/YsB2759DReaXuU9IHhlKy97RPUt6Q8S/vq4Go8Y0+tim9nbn12nXR2+wdHh6O3miz2L179/COHTtY+25cfSHWrujD4fFTODM1jTUDfbjhyjfi84+/gHOZN8ZUfRb7jhzDupX9GNy8ZsExH3v/2+ae6ProFw/jleTD9PTUNL72zAmsXdGHjasvtMZw4PmXMZVJwzRVn9Uea+rjJy+/GNe/7Y04+L2XMVVvtDPQV8MfaNbYN66+EOtW9s/rs6fxOTpvaeX01DSefPEUTicPgJyemsazx87gA1evwctnzi8Yv4uQ85M/fmjv2LzzlNJX68G0YfKdmtafS931v2nTm+bGtqK/hiWLevHq9OyC10zjzrZ5emoavURQaOgdwze+Hde//Y0L7p2PbHuL9p4CgL/Y/13tfyomk2t8emoa+44cw1efPjb3nyuf8zoyOr6gDwLw89dcgo9se4v12GwbruuqO9fc+8Z27AeuvgT//b2X8cLJ15YTt162Er/13g1z1yB/T2djK3pP6sY/NT079x4Mac/ALs5On/z0Z4bfPXhrkX5K44q1y4scrh0/KeZTN1Vky5Yt6tChQ8HHp6XPdawZ6DPmE7Md6zrO59gifbiwjT1GX0Vjd10bwP5YfYxz1Ey418NEzPuu7DbKwhVbmeMPbc8A6ymTSy+/Ut31Dw8W6ac0Cn6z0o6/ZZoVEfUS0SgRPZj8vZKIvkpEzyb/rig7hlDjoe1132J+tu1lml65bYT2VTR217UpM4lrKygab8z7ruw2ysIVW9kG+JD2BD6t1Kx+A8C3AaTfl3cC2KeUupuIdiZ//26ZAbgMq7a1aZOZdnlfzZnolZuY1DeBKWc93mVI5fbFOa6IyZJjJvYpslhmwltfsrGkZuSi6xum4qHjE5NzhTddBThjJtW1taV7DQjX4bixxUj6zDEa503gQhxa8s2KiNYC+GkAf5PZfBOAe5Pf7wUwWHYcpkSftV7Cto2r5hkbJybrOHmuPi8BZt7sWushnD0/HS0xqa/h2GXE9DGx2vriUNRk6TIT+xRZLDvhrQ/5WFIzMpcegvaeNRUPTV/L/pvFt1gk57ra2tK9NrR3DEN7zAUgubhii2H85SQHBlp7j3UqrVoG/HMAvwPMq3t2sVLqJQBI/n1D2UEMbl6De26+CgOZsgMr+mu454NX4ZEjJ6xPjunMtMuWLLIWssv2yzEg+hqOXUZMV6JVk2EyhKImS5eZOG8cthlWy0546wPXSGx6xH15cg58i4fm2w4tFsm5rra2dK/VZ9SCB0tCro8rthjGX1dy4KJjEMw0fRmQiH4GwHGl1DeJ6F0Bx+8AsAMA1q0r/nikyQhoKs6YJW+m5RguXf2G7lckQa6tOF0RiposXcfHPDfNgtOnzSA8ca6Owc1hxUNTdKbumEl1Y53vkOsT656xYTKe64h9j2U//17/xu5aYmyFZrUVwI1EdAOAJQAuJKL7ABwjotVKqZeIaDWA47qDlVK7AewGGk8DxghIp01xGi6qMcXElvw1XT9vZnyxNaIi7bXyunBjye8D2BOrFikemteouPtmkyFn/Yi6Y3RtDvTX0L94EXsZmqP/loXtfouV7DeE7OffpZdf2b6PcgfQ9GVApdRHlVJrlVLrAXwIwH6l1G0AHgBwe7Lb7QC+1Ix48mvoqTbloqjGFBubhpMtaNeM+GJrREXbq1KSUldy1VSTcxV+DC0eqtOobGzbuEqbDPnkuTqG9uoLaJr0xjNT01h/kf7DO/9BxNV/y8B1v+nOr66IpSTCjUuV0i3dDeC9RPQsgPcmf5cOV0NIE3rG0phi40r+mha0a0Z8sTWiou1VKUlpGotJk0oT8boKP9rGxNHzuPf9I0dOGJMhmwohDm5eg6WLNYUTZxUOPH9S28/y/lqQ/lsGrvtNd+7zRSwlEW58WppuSSn1KIBHk99fBvCeZsfA1RB0iV51tDIZpiv56w8mJpsSX2yNKEZ7VUpSatOcUj2EM2bbmEJ1Jd/9fJIzA+ZEvhPn6hj9WJj+G5si574q91gn0jW5AfP4+I3yHpaQfkzr7jo/zBqGLyVN+eRTdK4ZGg2nWKUvVdKcXBQtOujSpJZnnlwtQozChNnXue27vF6u4308YaE6Zzvdb91ElZYBm4av3yjrYQntR7f2bfLDuHwp+SJ+nKJzzVg/5xSrDKFKmpONokUH854gnZ/nbJL0uCicwoRpUdCh7RuMHxQmbc00vluuvaSwx9DXU+irebXL/dZtdOVkZVuvH+irQef5C1kvd6192+Kw+VJMRfxsReeasX7OKVYZQpU0JxtFig7qPEE6P49JJ/Ilr2vl7/nUb5gudy3v13+jM2lrpvHdNXhFYY9hqKeQ+x5ul/ut2+jKZUCb3+iJO6+Ptl4emquM059p7T+k6FwsuMUqQ6iS5mSiSNFBHWUWkuT0XzQWm65TxGNYxFPIPXftcL91G105WbnWpE15/7hr1i49zNVPdr9z56e1+3DX/mMT4j/J51ks4plpZY4/V982r9v6nQ+hlwi3XHsJ7hq8gtVf2dqJLkfhqUl9XaaQWHyvVSy9LzTekLirlHOy0+nKZUDXeviZpKZTlnT93oVLD3P1k91v28ZVxli4a/8xcekAJv1i/UV9UXxXrczxx+nbpQPNKIX7DhzFHSOHWX2WqZ2YchT6jM0Wi++1iqn3AeZ70bQ9JI4q5ZzsBrpysnKth+s8JUsXL2L9j8mVf8/VT3a/R46cMMbCXfuPiUsHMOkXB54/GcV31cocf5y+8/eVic8dfIHVZ5naictn5RqbKxbfaxVT7wPM96Jpe0gcVco52Q105TIg4L8ebvKNcI/P59/j7Gfy4qSxNHtdPVSDc+lrsfovE27f2Wuy3qB9ms6HjrKucUhdJp9YfK9VbL0v9F7xOa5KOSe7ga6drEwUXZu3eYy4+3Fjya+Xb9u4Co8cORG0fl6kllEPEd688yHjmLKlxrMMGJ4wM1HF3Iu2vk26IgBs2vWwUR9KieEl8vXiZTHVyOLcXz7nq0rePJtenR//8r6atryL+LHKoSuXAW0UXZs3eYzy9bE4XiRfr8l9B44GrZ8XqWWEZCymMdV6CD2G+j9npvw8Q1XLvejq+5ZrLzG+ZtOHAP/6ZC4fH8eLl8dUI4tzf3HPV5W8eTa9Ov/+HZ+YxNnz0wu8cOLHKg+ZrHLEWJsHFtYMMtXH0tUW4sTCye3GXT8PrWVkym+XHdOyJYswY9Dm6rN+nqGq5F7k9n3X4BW47Tp3GRvduY7hJbK9nh9PmvfSFJuvPsM9X1Xy5tn0at37tz6jsGzJIvFjNQlZBtQQY20+XzPIpD/pagtxYomV2822j6uWkcmPlh2TaR+f+Ez9N5uQvu8avAL3HzjqTOuVPw8xvESu1/PjCfEXhvisOMe3wptn06tNmnU+p6FQHjJZFYS7Nh5bb/HN7RbSVvZYnSfH5SPjxJnue8fIYXzu4AuYUcrbj1QE37yLIW3Hro3G9fH53nO2fISnp6a1S3UhNac42m2qg+bbDLku3Gts0qBsdbhEn9LzzweP4tZrixfHzSLLgAXhro3H1ls4mgO3fVdsJk8Op09ObaU7Rg7jvgNH5z60fP1IoYTkXQxp24XP/ZLVTlxt+XqNTHWazp7XT1QhNac4Gi/wmg7KyZPp05/tGp89P61NtXZmarppteAEMzJZFYS7Nh5bb9G1d9t164Lad8XGrX3k0t0AfW0lk++I60cKJSTvYpG2dfjeLybtU9eWr9dI16eurhTQuI4hNadcGq9OBw3VzUz9ma5xfUZpv63WZ1XTasEJZmQZMAJFc52V3W/Rtrg1v7I+Mm7bgP1/12VSpi+s6DkD9OfNpH3q2grxAXF1rFmlgvIFujTe2LqZ7zU23XLNqgUnmJHJqgsoqr9wPTmpxpD1ey3vq4GoIUSb+jb5kUxPG8bKx8bV/bL7x2w7RO/x0aFi6KSuNky5ELfevd/bq3fHyGGn38p3PL51tVqVc1NwI8uAHU6M/GVD2zeg1mtLIDRfY8j6vSYm6zh5zu4pMvmRdNtj5mPj6H4pvvqEq+0egrfeY2rXFFsMndTWhm2MIV69rG7J7c81Ht+6Wq3IuSnwkMmqw4mRv2xw8xosXRznS7iu79SPlH6T6iXCbdet0z4NGDMfW6rRcPxivvqEq20FeOs92XY52kkMndTWRl6PzGPz6pnOS56s3ypkPKZjTLk1W5FzU+BBqmRdoEy2bNmiDh061OowKs2bdz6kFY0JsPq7uO2E4Ns3J46qtelq20SMPluB7znknpd2PR8FYc3kl15+pbrrHx4sO5ZgCjy6rh2/aFYFiJmbryxs3hkfvcR37d9Gqm+5aij5xJHPMxgjj53J66PDNwef6byZ9J5s+xwdkBNn9vwP9NcwVZ/BZH0WQCOjxZ3vfzu7Xd88lq5abvnj2wWpb1UevcPDw62OIZjdu3cP79ixoyV9p9rJK+fOAwBOT03jyRdP4XSSW+z01DS+9swJrF3Rh42rL2xJjABw0dLF+NozJzCdSSNT6yHUZ2fnvFKcWHXt9NV68XM/uhbPHjszb7uLdM+p+iympmfZMaRx7DtyDPnuZmYU1q3sx8bVF2qvja1t3diycbqOt/W39S2v9z5v+f7y7U9Nz2Kq7nfedHFmz/9UfXZeLFP1Wew7cmzunLow3R8fe//bcOR/Ty84PzMzCr09tOA6ZkmPb+X7xwff+87CLs5On/z0Z4bfPXhrQKTN4Yq1y0MP1Y5fNKtAYubmKxOud8YVK2ft30QPwZpLkBtDGodOP8vmGSyax87m9dHhk4OPe95cOf64sbnitFGf4edu9GJdJ5AAAA3GSURBVM1jWZ9VWLp4fl69UJ9gVZD6VuUiy4CBxMzNVzYxcsDp2slvN+kQSsHqofGJATDXFuPmxNPByXkYWosp9Ly5xsOJwXefIsf45rE8NVnHE3d2Tl49qW9VLl07WfmsLev25Xp0Bvob2lB235i573zGkebf4+T0C+nLpVtwzlmMXIZFdTpff5KtBhIHU38KjQKOHF3Q1BcnD59vu766jG18Ln0uRNcMQTcmAFHG6Vu3TdDTlcuAPl4d0766XGE6Tk3WF9zAsXLf+Ywjn38vD6fWj6svlw/G5T2KlcvQluOOc658/Dy2Gkhcb47rvLgmGFtsnDx8JnRjCPG52Xx6rhpcaR7Kop46G7oxDe0dw9CesSjj9K3bJujpysnKZ23ZtG+aK8ylw9gE5KK573zGYeuLW+vH1ZfLB6OroTTQV4uey7CoTufj57HVQOJ+A+B6j1Lf10Bfba7+lCs2Wx6+7Plf0V9DX+21j4MV/TXc88GrFrQbosu4fHpl6HM+aDW1GbXguoaO07dum6CnK5cBfdaWbfsObl5jzNXGoWjuO59x2Pqy5afz7cuVPy1WfjXffnx1KG6cNj3GB8695Kp9xo3Ntx1Omy5dxnU+YutzPsTM+ejSU4VwunKy8vGEmNb50/V2rl9EB9fFb8JHWyHo60+lMRTVo/KU5TcJrWfkyjkXGkuRdkdGxzH8wNPGcishbeb396lTVkSXccXGrWsWS9f0wSdHZOg4280vVkW6chnQpkn4rPOPT0zizNS0M2+eCVNOPC5cbWVkdBw9ukI9SQwx9Kh8f7Hy9xVtNz3GlnOuSCyh7Y6MjmNozxh7ogqJ1bdOGVeXCcmdx6lr5tqP25cvuj57De8XUy0wW1uSWzAOXTlZ+XpCAPO3oNQv4vMtyZb7zgeutnLPV76DGa2u0ou7Bq+Iokfl+yvDbxKrnhEwP+dcrFh82jVpXTpCPUeuaxaqP4XkzsvnEdTVNdO1H6pr+qAb0+su0C86mWqB2dpqN79YVenKZUDA3xMyq5RxKc1HnyAAz/3hDez9XXC0FdOYzp2fsb7uq0e5+iu6bh/Sru16FvkAKdout95V0bx4tmsWep1CdUfucbF0TR9ieRF1bQlxaPpkRURLAHwdwAVJ/3uVUncS0UoAnwewHsD3AfycUupks+MLqd9je820b8rI6Dh2ffnpOd1roK+G4Rv1OdlCcxGG+pJCfVe2XHsjo+PBb+SQOF2xAH5empTlfTXtEp7u+uZ1qRX9NePxtrZiU5a+0m758Xx8lG8a6JvzK84oFdUzKdhpxTLgqwDerZS6CsAmAO8jousA7ASwTyn1VgD7kr+bjm/9Hk5tn/y+KSOj4xjaOzbvAY2JyTqG9owt0A10+kK2bpRNbzCts6fbQ9bZbXqHrWZREe0qVj2jNJYQLw3QGPvZ8xpvVQ8tvL4aXerkuTpOvzrtfPO59JGilKGvlKVXloUp3vUX6Sfs/sU98/yKsTyTgpumT1aqwZnkz1ryowDcBODeZPu9AAabHRvAr9/Dec2V6+yer3xngfcH0PsyiuQiNK2zp9tD1tk5+fB8c+y5CInTFkuIlwYwX7dlSxYtvL4GXWpmVmF5oseYcOkjRSlDX2m3/HimeA88r1/Uefb4We32op5JwU1LNCsi6gXwTQBvAfBppdRBIrpYKfUSACilXiKiNxiO3QFgBwCsWxdcL8WKbc059DUdPlpLkVyEHG0iVuzZfHgm31AR7SpED/D1w7niM70+kbMwuNqZOFefy5loyw1YJrH1lXbLj2eKy9cDWdQzySX/+VegZlTb0ZKnAZVSM0qpTQDWAriGiN7hcexupdQWpdSWVavKXSYpG5fWwt3XtZ/p2CLaBKfNMvoNxadPjpeGs53bTpXOU1HabSymuHw9kEU9k1w66fPPl5Y+uq6UmgDwKID3AThGRKsBIPn3eAtDawqmXGJ57SPd11cTsx1bVJvgtFklz4k2X2AvoZbz04R6hnTHDW3fsKD9bN82b1G7enPabSymeG+59hLt9q2XrdS2U9QzKbhpxdOAqwDUlVITRNQH4CcB/BGABwDcDuDu5N8vNTu2ZpMuv3CeBsx6Y3yfBtQdW/QJLU6bZfQbO96Q+LjjSv/WPQ2YrcJbpfNUlHYbiy3eLT+yUrtdngZsDaSatNY61yHRlWg8QNGLxje7LyilPk5EFwH4AoB1AI4CuFkp9YqtrS1btqhDhw6VHbIgCEIzYa0pdvDnn3b8Tf9mpZR6EsBmzfaXAbyn2fEIgiAI1acr0y0JgiAI7YVMVoIgCELlkclKEARBqDwyWQmCIAiVRyYrQRAEofLIZCUIgiBUHpmsBEEQhMojk5UgCIJQeWSyEgRBECpP09MtxYSITgD4n1bHEcjrAfyw1UGUTKePsdPHB3T+GKs4vh8qpd7n2omI/pOzX6fQ1pNVO0NEh5RSW1odR5l0+hg7fXxA54+x08fXScgyoCAIglB5ZLISBEEQKo9MVq1jd6sDaAKdPsZOHx/Q+WPs9PF1DKJZCYIgCJVHvlkJgiAIlUcmK0EQBKHyyGQVESL6PhEdJqIniOhQsm0lEX2ViJ5N/l2R2f+jRPRdIvoOEW3PbL86aee7RPQpImKVuS4DIvo7IjpORE9ltkUbExFdQESfT7YfJKL1FRjfMBGNJ9fxCSK6oY3HdwkRPUJE3yaip4noN5LtnXQNTWPsmOsoAFBKyU+kHwDfB/D63LY/BrAz+X0ngD9Kfn8bgDEAFwB4M4DnAPQmrz0O4McAEID/APBTLRzTTwB4J4CnyhgTgI8A+Kvk9w8B+HwFxjcM4Lc1+7bj+FYDeGfy++sAPJOMo5OuoWmMHXMd5UfJN6smcBOAe5Pf7wUwmNn+L0qpV5VS3wPwXQDXENFqABcqpR5TjXfGP2aOaTpKqa8DeCW3OeaYsm3tBfCeZn6TNIzPRDuO7yWl1LeS308D+DaANeisa2gao4m2G6Mgy4CxUQAeJqJvEtGOZNvFSqmXgMabCsAbku1rALyQOfbFZNua5Pf89ioRc0xzxyilpgGcAnBRaZHz+TUiejJZJkyXyNp6fMnS1WYAB9Gh1zA3RqADr2O3IpNVXLYqpd4J4KcA/CoR/YRlX93/ypRlezsQMqYqjvczAC4DsAnASwA+kWxv2/ER0TIA/wrgN5VS/2fbVbOtXcfYcdexm5HJKiJKqR8k/x4H8G8ArgFwLFleQPLv8WT3FwFckjl8LYAfJNvXarZXiZhjmjuGiBYBWA7+slwpKKWOKaVmlFKzAD6LxnUE2nR8RFRD40P8fqXUF5PNHXUNdWPstOvY7chkFQkiWkpEr0t/B3A9gKcAPADg9mS32wF8Kfn9AQAfSp4yejOAtwJ4PFmSOU1E1yVr4r+QOaYqxBxTtq0PAtif6AUtI/0QT/hZNK4j0IbjS+L5WwDfVkr9aealjrmGpjF20nUUIE8DxvoBcCkaTxiNAXgawO8n2y8CsA/As8m/KzPH/D4aTyJ9B5kn/gBsQeON9RyAv0SSaaRF4/ocGksodTT+d/nLMccEYAmAPWiI3I8DuLQC4/snAIcBPInGh9TqNh7fj6OxXPUkgCeSnxs67Bqaxtgx11F+lKRbEgRBEKqPLAMKgiAIlUcmK0EQBKHyyGQlCIIgVB6ZrARBEITKI5OVIAiCUHlkshLaCiJSRPRPmb8XEdEJInowsL0BIvpI5u93mdoiokeJaIujvZkkw/dTRPRlIhrw6V8QBD0yWQntxlkA7yCivuTv9wIYL9DeABoZtWMxqZTapJR6BxoZDn61yf0LQkcik5XQjvwHgJ9Ofr8FDWMvgLk6TSNJ8tIDRHRlsn04SWb6KBE9T0S/nhxyN4DLkm9D9yTblhHRXiI6QkT357NrE9EvE9GfZf7+FSLKZodIeQxJIlQiWkZE+4joW0m9pJtM/RPREBH9dzKGXUVOlCB0CjJZCe3Iv6CRLmcJgCvxWoZtANgFYFQpdSWA30OjzEPKRgDb0cgRd2eST24ngOeSb0NDyX6bAfwmGnWPLgWwVdP/jcnxAPCLAP4+uwMR9QJ4DxqZEwBgCsDPqkai420APpFMgvP6J6Lr0Uj/cw0aCVivdiREFoSuQCYroe1QSj0JYD0a36r+Pffyj6ORZgdKqf0ALiKi5clrD6lGDaMfopG49WJDF48rpV5UjQSoTyR9Zfs/C2A/gJ8hoo0Aakqpw8nLfUT0BICXAawE8NVkOwH4AyJ6EsB/ofGNS9f/9cnPKIBvoTHBvtV8NgShO1jU6gAEIZAHAPwJgHdhfl0hWymHVzPbZmC+/zn7/Q0a39yOYP63qkml1KZkgnwQDc3qUwA+DGAVgKuVUnUi+j4a+ebyEIA/VEr9tSE2QehK5JuV0K78HYCPZ77RpHwdjYkBRPQuAD9U9vpNp9Eohe6FUuogGiUjbkVGM8u8fgrArwP47WS5cDmA48lEtQ3Ajxj6/wqAX0pqM4GI1hDRGyAIXY58sxLaEqXUiwA+qXlpGMDfJ8tt5/BaWQdTOy8T0TeI6Ck0Htx4yCOMLwDYpJQ6aWh7lIjGAHwIwP0AvkxEh9BYWjyi6z/RrS4H8FjyXMcZALfhtXpTgtCVSNZ1QQgk8WP9mVJqX6tjEYROR5YBBcGTxMj7DBr6lExUgtAE5JuVIAiCUHnkm5UgCIJQeWSyEgRBECqPTFaCIAhC5ZHJShAEQag8MlkJgiAIlef/AWMDGw9Shm2PAAAAAElFTkSuQmCC\n",
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\n",
       "text/plain": [
        "<Figure size 432x432 with 3 Axes>"
       ]
@@ -3400,12 +3409,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 37,
+   "execution_count": 36,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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hUChmHXEMvPwisLUD3Ht43K05EmiwUigUipOAC+dIGXh79UT6BWqwUigUipMAY4CbN+j1+x8ARXHcLTpUaLBSKBSKk4K5LvDaDWBz58StX2mwUigUipOEC+eAayu0dnX3wXG35tCQHHcDFAqFQnHI+Ow1YK9Hs6tuhwLYjENnVgqFQnHSYAzwuZeA04u0fvXo8XG36MDQYKVQKBQnEXEM/PCrwNIC8PYHM292q8FKoVAoTiqSBPjiq8DSPPDWe8Da+nG3aN/QYKVQKBQnGUkCfPEm5WC9c3tmPQQ1WCkUCsVJR1JSgufPAR+sAu9+NHOydg1WCoVC8TwgioDXP+tk7d97F8iy425Va2iwUigUiucFxpCH4Gs3yKH9O98HtnePu1WtoMFKoVAonjdcPg988TUgyylgzYDwQoOVQqFQPI84ewr4Z18nafs7t4F370y1n6AGK4VCoXhe0e0AX3qtXMd6APzJLWCvf9ytCuLIgpUx5u8aYx4YY94U771gjPk9Y8y75es58dkvGmPeM8bcMsb82FG1S6FQKBQCUUTrWK9/FtjZBb7zNvD46XG3agRH6Q349wD81wD+e/He1wH8vrX2V40xXy9//5ox5nUAPwPg8wCuAPi/jDGvWWvzI2zfbGF9A1hdA3Z7wHyXRkLA6HvLZw+27ziiRdgsr9/nh3fJIDPLSRJ77jQwyMa3bT/tDZ130zb8/a0d+t0YYHF+f9dmkmO3/e6k53MYbTvsYx/VPo+ifYr2uPACsLhAycPf/QFw4ypw/RL9DU0BjixYWWu/YYy54b39UwD+dPnzbwD4vwF8rXz/71trewBuG2PeA/AVAP/vUbVvprC+Abx3hx6aJAZ6feDWbQDl7/zee3fo+5P8gct9wwI7ZdG2bie8zw/vAh99Qj8bUMB6+JiC3Fy3bNuHtK8kOVh7Q+fdtA1/Py+APAc4jWRnb/JrM8mx23530vM5jLYd9rGPap9H0T7F5FiYA/6ZHwJ+8BH9rT/dIo/B9Pg9z591C1astZ8AgLX2E2PMxfL9qwC+Kb63Wr73fINHmk+2KIEvMtQBRwYoLL1XFPRzZGg6/8HqZLOBd25TwIkj2h+PorIMmJ+jTn91ze2DSw5EJYNsywXZvKBtLWiWBdB++T1rKbh1O0B/QP8AGsVdv0yjOB+ra7R9HNPvcUztCZ0j4M7Fx2BAgVSexzjUHTu0j9U1ugd55u5FHNP7/Pluj7aPIqCTjN/nYbUNcPeZj58k1Pns59iTtKOODbh91w2K0oT20SvXSQyATudw2qfYH+K4NMFdItf273wf+MIrxFAcI44/XBJC88xgerUx5qsAvgoA169fP8o2HS/kSJMzzQt+ReC9srMcZPRZ29lAntPV5+AHuGAIUOe223PbZXn4bvFnPbE4y0FK/r7XqwYUCzdT8wPWbo/OQ6IogN6geo48k8trWGNbbifPYxxCx/avBWN7l667Me5a5gM6Tzlb6PfpvShy+67b52G1je9zJu4zDxSSePJjt21HHRtQoHqfuC0MC/cMHbR9JxCV/u/qNUruPbqDAVcvAp88Ar79NrCyDJxaPJpjXbkw9ivPWg24Zoy5DADlK1cGWwXwovjeNQD3Qjuw1v6atfbL1tovX7gw/gRnFv6oVUJyyMa4f4w4dtsa40b4of1HEQBve569AdTJz3fdZ0lcM4wAzWDGITTzAcJF4ua7o1LaQeZmLnyOeU4zu6jhcR5k1fMYh9Cx/WvB4IBsDCrX0hbV+8Dtk9epbp+H1bbhc+Td5yzb37HbtkM+v8P7VNKz8lrU4TDadwJR6f+Wl4/+gPNztG7VTYH7j6jUyDHZND3rmdXvAPg5AL9avv4j8f5vGmP+S5DA4lUAf/iM2zZdCI1aGZXZSkmv1T0/UUQj/zduVemYrR0aZXNn4++zsPQdA+pkvvld2vbcaVqj8jupyND39gNe+/JxbcXN/qLIUZ7dTvV7PAtsWgcuLAWs9Y3RdaQQbXpthWZsvX6V2nt5ZXSbgu9B2Y7hK2gWmFqitZIEyPt0naQAZGlh9P4AzRSavF+ybRLrG1UKGeXs2QLILZ3bxRfqr5k8zySmbfPCtSd0f6wFziwBd+67tjHtyE22dnyHl5cz4SgavWeKZ4skAa5eAh5+SirB3gC4dL4cAD3DZhzVjo0xvwUSU5w3xqwC+GVQkPptY8xfBnAHwE8DgLX2LWPMbwN4G0AG4K8890rA+VKsEMf0UMhAEBmiU2AdZcevvnJnkFFn0utX6RgWIEiakcFiC/6sP6CRVa8PbO+E2zuu85nr0jEHnhcZd3KhwMwdlOy0+fuV9qI+WEsURZUWbVrUp5Mq92/c75vblO0vt4F1MwU/YBfFKNUlYS0F/zQBOmm9GCVEoQ2PYYHYuwDDcxOn4l+jJKFzObXYLBoBnCUPPwfv3QFeuU7/5P05s1Ren7JdBdz5j3tG/Gex2xm9Z4rjQWRoYNPtUND6+BPgykV6Zp8RjlIN+LM1H/2Zmu//CoBfOar2zBzkqDWJXSfY7dCDk2UYdmjcgWc5hms3w/eyMuCJRfDhYnbZEcmANz9H28UxsLtXBkWUUva0uu2Q7ipnFsbQtvL94XdBQffsOeqcgbJDKw9wlbU2HpbPhhV18hzbgGcfctG+SSAAUGfeFUE0z4muTJPqNrxdt0OjTr4GaeLWEAcZKtGCgxu3n7eR94dnkPxeYcODi7gUTUgxAp9bmo4GS2Ook2kSMchr098T9GH5HPB2X7pZ3faNW+X+O2L90hL1OXZQIT6c67oBjAotpgPGkOtFNwU+eQis3qeANfdsqNppEVgofPizioU5l//U7VAS3+Z2Nd/p6kUaJcuRLq/xbO+OdnIRSsqv/L2w9L2k7ICH9BYc1ca78Ck3C1qj6XbK9QZWL5aUT7fjKDaWv8t9ffIIuL8+PicrNNsalAE5y4jeCqGwTvXItOjGJrWx0wkLHkLiAb7+Ep0U6JXnuNur7jOKSFghg3gob6UQ7faFKf5190+RKTM5a2Wa1/KUShyTA5V/vhKShpazxdw6kcxuD/jGt+nZfOkq3RvezhgAHQpSuRVK04ZoJT8alCKaNNmfCEVxdJifA65dIseL1TXg8oVnohTUYDXN8GcVEusbRLekiaNLmNL50k33vT9608mEfRQ1HQer+iqqQO5o4Sgl2ecaUMDg2RmDZxyyTT4saPSfREDPjM/J8q/LG7foO/Nz5WzQWzti9PoUrIqiPD/xM8rgIhf1mYYdXq/Cfcd/f2mBzpHbwp8nMWA6LsA93Qr315G4mDxLlZDXvQ5ZTs8Ft2lIC4sgaVDNmakTMTANHXpGKmrOcoBz60Pg5o0qfS3vX4W+LNvDz20mBht8uLwAinJGGBkVWkwbOqkLWPceUMBaWjjSQ6o34KwipLYKKf8myT6X1N4gI2qJZ0ZJSXXFER2Lc7xsuageRzSzsyUNKV+veQv/fq4WIyuqqrE2qkaA9s/HYyFAaH3E8uyqnDlyjo+1NPuR7ZX7lK/jzrFuO94n57PZokphRpH7Pl9juQ953Zvu3+oa/UsSMZODuyb+fkP3R55Hk8KTVX3GOKoudP55XoosUgwDFV9zDlRFgRFVKtOHdW1UHC+SGLi6Asx1iBbcqlnPPqzDHeneFYcPVmhtbLr3eM0ilJdSJxUPITQTiSIgjQEYRz8CpErb3hUj4fIHXnCXtOMHq/R9tnBqytUCwjRYYUnZxqrEM0v0O1OBK8vAo41RE04z/M+tqfGiMM8weAax1ydKCxilG+OIrsX9dRcQ5fqdPEdpWcXbvXuH2nmlzFvhdaQoApbPVO2q+BqzbVRRBrc6QYwE33+mzwaDqprx5o3RpNzbd137ZBJ5FAmlpXGiieF9EvReYenYoesmc7uAchZp6HziiO4Ht0eud/KhXrmu61XTijgCrqwA99YoYF29CCwcDSWowWqWIO2EJJgyKYpR7ni+W45OMXl+xOK8kyP7HcbmtlOIsVDio0+Az1x24hAODr6FEzBKI0r4NJikJZOY9rexWVXQ3XtIO53rlGscJR3IbgiAUyP6NB5QFZf4lKOvGmQxiwENEvxz5FnnpeVR5eC9B3SCUtm4uV3fId/6EChyd13G3UNJYTINx+fOVGSe03XiBOv+oGqvJRWPUsTS6ZTrb/56Wrm2yceW1+3W7dE2WkuzLB4Y+JQz4IJYt6OBatrBAWv1PgWsa5dG13UPAUoDzhKY+gsp4Jhy8emSayvj6aM6NFFwksozkaP07j6oUpRsuWSMUCZ6SjhGEoVpsH4Z4NLUUU68vZ8YzO3tlH8sTCPV0XhMc3U69ecbTHAVxwudozF0LeoSY9smbsskWhM107rjKMxrK+Pvjd9unypteo78Z291LZx7Z0HHk22NIvqAB0f8zCr9NxuII2INTEQDsjo3mQNAZ1azBFZayXwqaZEUx24UKhM6mRLqD6qdjZ+/5WN71yV1Mr3E+2V6UfoJGjiVGI/oZcIuJ+b6yja2HzIl1XjxBZK3S0qzKxRsrFKUI3H+WbaZfQh9B3mpmLSg70nln68+C9o+lcfb3RtVy+3u0fdDysHQDLdJkccUXgghSvCt9+k1iavqwG46ei7SYquu3Rw85DlHfB7cjvLnd++4dStWBtZRl4Wtzpg+WHXtZdk/KwwBdWSfBaQJ2Sat3ie6/MqFydbMx0CD1SyBlVZ+AnBkHGUChGkrA+DzL9MfvFSr+Z2tBMvae32iBP1EUf4OUHZIoONJRdjQdBcArAuYkXGUmaTA5DEW5pxaT/Z1kaHONRZiEAleI0liWtvylYhSTcjqvcr2nkJOng+DO+iQWq6wRK9FZpRyDCn9mhR5TOH6f/ORcWsDg6ya02RRvSYG1J5bt2l2OmxTIIDIdmeBJG6Anolux+WRSYpWKje5/XWq0w/vOj9IvgZMO8qRuTqyzw7musD5FyhxeGOTHG8OCUoDzhLaUiZNSkGfIgp5D4ZgbXW/Uv7MazQA0Wy16jzjZmKdTnvKbZhD5bWZFXRM5XGHzms7IVq07po2KeRC32mDNB3dLqT0a1LkhZSXUVTOij0qEyAaxgfTh0NnfD4HEQFlAOV2hwIVg+nVJhqV1Y91YCp5nLK1rfJVMR04s+QGt03P0ITQmdW0Y31jVL3l00JZRh0Y//Hu9jCcxTCNxEpBHol+sFqffyXBlBr72eWCFpLgpGTpnO4nNEuKbjCgETJTh4wQ5eYn3S7MAZfPk/pvRygSYQS1KGjRJgoplGTMgUP69a0sV9WHg4w64iwfTUSODJCUtNvKcjhxW17/Tkq/+4q85bOj6r1O6bPXHzi3jHEY+j+C7oFPy8nSM9zuV64Db75Xv08LOieeTfP99J+1my+N7oeTg/m+j3ORn8RlXnH8MIYKOX50D3jwab07zYTQYDXNWN8gNdiQy4eTAHdKsQHLrtNI0CMlncOjZaZ3FkSyblE45dxQ1RdYW+CaVsaUC+yBdi7OA1/+fPW9UELzG7eo05XnU1gAuTMrDVFuMulWXpt7D6rt4bZ3uxjWzmpDIdVZOslt1tardOUwETmtJiKzqpDtoEKJ2/L6F1bYK6Wj7ZNt43YVRSlLF2s8fO6thDTed6SDB6sGl8+69asQmF7lpPO6Z03uR+bVFdYds+6eMzU67nPF9CFNKCXj0Qb9fUijgH1CacBpRkgNxshzmlEN1VxCYTYQHYychHGH4tMqTOn5HV0i6KpxKrQ2uLZSuhRwxwrXDp4VtqHlhtemGG2XhVOt+eq3thRSm23qqM4kcW3m6+bvR6rt6u5hU1kXfzsZfNrcC6nehLhe/rWuGxHHsfuOvP6hZ03uh6lM3w9y3D1v+0wopgtnThH7sP6ExBZN/1pAZ1bTDKkG8+ke7qj9hf5CdAacWBlHRO/U0S4sdODPo4iGMXlBJS0W5pzIITT7kgKNOsptfYOoLmmFZEphiExmrqPl/FkaK824vfL6WLhZ0K0PncN8ZGg9RvoDylIdi/N0rDa00zjvxmsrROuN8xcM+S+28euT28G4WRmfS1PQGqlBZWl2tDAHnC8NfpmSvHCO7h23rdsBXhUzTD6Xft95TPKMn8HUsE+H8vuhe35mqdqOlWVSiDIdunDwkbriiBFFwLkzVANrc/vAhRs1WEqz5ZYAACAASURBVE0zxqmp5KA6MqUyS4oNytFtmjpajPfr0ypp4qg2pptSI+pIedZAAEaSQesot81touwGHqVkRYCVlE6TJ6J/bWTA4vacXnIBMs9FwLdVf8DtXRfIAOoI37tT7//n007j2ukrL3k/cv8h/8Vxfn2h7Xgtk30Yfcp13Ixrrgw49x5WPf32esDrL9ef53y3pJGNm1mxIETWobpxdbQStESI7qwkU3tJ31o6ZDZweonu5yePNFidSPDshK126iAtaVi0ADhJMX+41yPLJLbxObMEfHy/7NxLZVkchdWEQGlKmjjZuez4krh5Oy6rESodAlBHlCajhQPH4doKcGuHAqDcn/HOI44BWwYk/t5wHaZUxLE7fJ4DcerO0S8qKGknvzDhIBMyc+NmJWvro/u5epHe75cCCW4+z0jynNr4xq2qrRQLOrK8ul1u6VmR9/jaSrNAQsKgWoaETXAj44Q7dUKVayuU21W5BxgtWTIJQs/RcF3Pe7a0dMh0I45oEPxgHXjlxVE/0Amga1bTBh5V+iNyCfabsyDqamEOYK+1bqfmgTBu/2vrzuiUc1pWlt0fPVdorWxuqq+MKxebt2Paq3Fg33LNS2L5bJkxL9uIqlR6t0c0YycdzVMCqkmxLPaIykTpV66X5U5KmiuUC8Yd6PZuGcj5dEpa7d4Duq7+fm5cpfczIZAAyMiXDYQ7Ke33o09oX8NKvXk1sVpCqhI3t9tfS4vShopnuuI1yygQynP2Z82hWZsx+1frhZ6jYa6egCoCZwOnFulv6vHm+O82QGdW04ZQ0buhS0UkFG/paOkNVqj1B27xnRNwEyFiMIYk0Gzomuc0emeEaMLBoJqI2nY7SXvJ2Q0jVDiwLZ5sURKiPJ4cbXN70qQUJJTf4fUy2RZe02IKroni8+9RHfKC2hgqj/Jki+6fbPtOqcrk+8LUa57Te2Nz4qw7d85haotMJhGLyM6Bq2nWzNJ3OXMeDIgC2g9Cz1HIxUMVgbOB+blSaLFBCsF9QoPVtKGu6B3gnCi4mB3TUkzP8BpMZfEdtGbVVFQw5Gju01eFdZY9DN6nf/w4ps5V0l6hNSs+p70+7edbb1UtoZYWRsUVkorqDyjoVjo1cZ6y2rJ/LWWgGgaFcibBVFodQnZSIVhUR/4jbU8BeSukK8nwd5TFFfeqM8Fxx5vEbR+orkmGxDxbO6PWUUOxSAr0s1GRy5l9Bit53/j5Y8eNJmpWMZ2IDCkDn+jM6mShqegd4JIwmZaSi9GdFBgYR0nFpfqNJeihooK+oznnFPlJsEF/t4JGTP7xs4ySeGWw8RNhh/sT++V8L9Db2N6tLqL7C++DMjEWQn4vR9tSZbYnTFh9h+/KOTXeHYIvdKirTtwkPhkmRRtRpdibPch9NwVF/3hcgHES8P3zracYReHc2eV7XA2Z19MkuBjopDPmkDrw5ZXR99QfcHZwehH49An1Dcn+wo4Gq2kDjyr9oneS0vvcS9U/aEnPdITFT6ecUfl5KXLU6juaM73j01fD8iTeyJaL78njx9EoRemX2+h75yfBdCd3hkxtjZxrh8Qjg4GgGr3RNh9XJq+G1j6AUlhRjKck5cg/SUjeH0KTaCUtA0O/D8Rz4dkDr58B1ZlyHfh4q2vjTYpl2oO1RNXUztpsmfqQ1YtFeNYvqwAb7F8AUUfDanCaTbAS8Ok28ML+qEANVtMG/mNk92webfOaCnd2bAUUopPYniiK3EwmNNvY3nUj9l7fyboNKAh849tu289ec4UV5ciWc4mynIIGd5C7PWqjP/qV58ezv9xbQ6rQcjmwuwn8wbfovSR21yCJq87qstChdP8GqF1JRCKGOrDIom7R3lcAWks3ZnG+Xg3IuUI+ZZkmtG0/c7lHaTkrHmQu72tzB8PCi5EB0g793i9nlHzNFuboHi2fpePNdd2+KudoXGAfWnGJHLxu6tIf5IVJy6rRbHnlu9jL+8mz+cGgSi/L+xFSFgI6czqpOF0Gq00NVicLy2eJ7/cXmXlUO45OKgrqVLjIXl1eynt3AL9fqozGyzWTnT1y7L750qhYYHXN5fP4I3POW5LHDJ1fk/O7tGaycLQl01GRoX3Jgo8hW6U4Ano18nlxumSXFFi0DznZW1tNkG36foiyjKLRtrMtk3TgGHkOQGsAIeEG4GjKbqdacJF/7vWBWNB5I59Fbv2MZ/Nc2DN0zNDzyjl/ITd2YPRe3bpN10bmeGke1clBktCAanNn37tQ6fq0os5ixrfwSUvRg2+ZU2f14ztZ19VKAqoF//IibAHkWygxDJxVVN120q5oHGThQQ6MdUUFQ+dbZwsEYGgBxI7uoUX7SW2b/O/XFYMc1/b9WA01bdPms/0UQvT32+TGHixmWbQvSqmYTSzMtTPProHOrKYVdbZD0sIny53kmGs4sWVQndWP72TdtA7iq7tC9Njy2WrnBrj1EM5bqttOnh9vF5rx8JqS/Ny33RlnkcSzT06kNsCwWi67L/B6m08jrm8QnWUtfc40V+jcmN7a2KTPU0szqSR2ydrbu85yiGm7prbHcZXOffnF5tnG8lmiW3x7I7kNJ52zi/6b79HAZfkstVHaUC3Mjafk/Ptp0VzU0j/fUFqDf321AONsY36OfALZiHlCaLCaZoQWmZkWshBecChHo5H7A66z+vGdrCdJyK2rTbS04PK7QvRRXS5MqAiibO9WA2Xg05tsoRQ63/UNN0uozLAMcPZU1WLK2tGk17V1NxsbuqR3qmo/oEr98bmzkMQYCgLsys4O7KcW6/PTpNKSC1G2KQnCid++2zsr8/iaf/+2J+G35L/3mcv1FGMTJilqGSpm6Secy+9rAcbZx0Ip4tnr78vbUWnAWQPTLUz7AaB1kLRKm7R1sg5aO9Sgznn9IPSRv49KoUKxBifdullkIekiDpCh811dc44d5eUafmdcwUp2SE9Td63k9ZfnJvfB9Je1FKRCqstxVB+f16TUWBvKkh39Q5g0oTiESanIcUUptQDj7IMD1D6pQJ1ZTSuaKI8oqubddFKn1pLu5Wvr5HjMMen8ueooNI4BK0a/BlW5NCMqO83tXVLlJTGVqx5ko8UJffqI3bPfue3eX5yvet7x+Um1YRJjWA0XcOIHE9Unp74aUCsyzZYmZQ0oUZCSizMCVVNb6c7ONklxGaiyjHKxLKoWTMF9lM4Z7IvYTasVlpnmakP5+ts0IUSJcuI3KzybZtSTJhT74Gd36CWJeipymEdVJmLLQpNy1qoFGGcfXNNqV4PVyUGTe/nauqCZvA5H0iYf3iVKB3BKuoeP6f1Tix5dZV1SaJo42x+2VuoPBJ0F6swePqbOgiksvzihPA9ePOfmbu3Qmk6auETU9+7Q9kzJ3bpNjhfcdoCCS5rU0311uTncRlaaAVUFXJ07O6818fHSskqvLFAoz9XfR5HR93lE2USLNVG+kxYd9GlFVlAy5DUNoY3gpQ7ynkujZS5EKalI/3z5GoYUrFqAcfbBfz/7DFZKA04jxlFSIZrJp02YymFFHy9o3n3QTFeFKBmZwCsLQPKMoY6S4eMUBQDjEoh55F63vSysyG03xqkLD1Mdx8fjNnDnai3Niq5ebHe8pn2MU+Htt91tt+uLQOUX8QzhIGXI6+55kzLU3/awVJGK6cG9h/Qvjmmgyr/zvxbQmdU0IkjjFNTJ50WZu1Iunu/16LPdHv1h375L38/y0eUonhXt9gBYIYigX8mnr+doLADIatwZfIQoGT4POQPkY7FaMLS9LKwotytsM90n8eHdqhqOZbMhdRy7s0dRSduV62+RoZnAw8fumpny/R98BAy80hjd0uFd+hvyObYtKrm+4agw3sdwra2cCXOHXycsCCnzgOY0BYmmulPjwPeQqWQ+h9xWnd1rt7WjdmNZ3v76KaYbB5hZabCaRviUhyyqaC2tmfQHVXUeiwa2d6k6LtMosn/itYM4ctZD/L78DgeGInPuFIw6NVqIkuHzkJTlcNYBtw7kb+8XVuTvc8LuuKKHH96l0hp8XbKcbF6iiNbLfHWcdGfnNSU/AbuT0D2w5YwhtK7TG7hBhlREStVaU7vXN+je+a4T3OFb62yaxinhfGXe0y13b33IROnIVIsmTookrno8SrDLSB34ufQxyFybNDjNNtIE2BQCogmgNOA0ojbBMhU32FY7TJ8uS2uUdFcvevJt79g+TZTlrmSFD/bwq6Nk6lSCQ+PWmu2vrVDHxV594xJ2ffgUKKOOdmyTgJ3lTp3XNDvIcgyjLCcDt1WtsUKv7o+YKdRJlXDXVpwyk5+Hyn7F/rlcy34RypOTCDnvD9vRcN6q+jsZ4MGgPyBrAZ1ZTSPqEiylos13+vYTePsD8qZ7/LRKfd24CtxfLwsCZq7OVGg/DHaZ4OAo1YBbO24fb71PdNtLV90omJNTeVTPwYMDVa8fLgXS6QCD3eoC/dlTzmuviQYKUaA+JO3YRo03rjyHBM8aOXlYqjQlfMUnV4ZuGnEOS9mL9sv9xGJdUF6jmzeqSruFrpspyhkX+wmyc7tsX0jB6V//vKjxF+T2N+SJ1akQbalkPMiMTzEdkMGqbhBcAw1W04q6BEtWtOU5dQh1f/wWwMbTqkM7Y0h7lZQSU4h14MXyTkrBiBNGWbUn172Yhrx5g74jk1O5I0xSoJtUPfD8Krx5UVWtRYbWjnwFIV8rCQ6sTQHLpy3bqvHGgZ0qxqnWQopPvpdN94LXnWTCM+8H1gWjbmf0Gvnnx8+VhZdgjlGvvp29sIKT980YJps3XJ86SPo3ZN+lScCzD51ZnXCEitExndZvGKmyn5//x837YyHAOO7Ylv+xso1RUe2ZarKt9OSTyb0AdUhyTerN9+hclhZclePMK90eUhDKqsAS505TYPMDuSw9ImnHupy2M0vAx/erEuxxOHeaZpP9gRBrGODiC9XvSeUbO9aPq1llLc2o2WyWE54LC+RZNT+u1yfndabQ2DbKnymtrXvPQTkjZOpZGuH617/Xp/y5OHbXjZ8tfk59NCkNr60At3brO7LC7r/kiGI6EMflOvLkwUrXrGYBy2cpB6nbcUmqr1x3iaYhsIS6zpfvlesYlrOIzGiibWh/UVTtKJpUe7s9+ic9wKTIwt8uy2lWtrM3Kq6QqFMQMtY3KFj43mOnF+mfvH6yvhbnYfGM4cO71JFL5wt5LUJIEzr2qUVn7huVaQBr69WiiHxtOAeKZ6dtkOeUhL18lq5Zv2aGzfvlas7+eXKRTfkcDBPMvWvN7eP3BhmdI1PMcqb1ynW61pFx55TEZOPUpDRkunJxvvo+P8v9Qb14QzEb4HVRnVmdYDTSVAHXCQAj3nX+/vyyDlkW3g/va2mh+t441R5Q3X9TVV2gNLg0zTWnpPw6RK/xjEV6j/GMNOR35xdF5Bnb3Qcl5VXSXlzGJI5cJr6fPM3Hevy0dL2Iq+/LWQHTZTyDGeZnecFYBiE+NhfHBIRSsOZ6DQbA6aX683yyFS5HY1ANynzvpJOHhVsjkzPdL93c/+yHn/N/8scUCOWgg0UvitlGmmqwOvGoo3FCFklMXZ1ZCm8rKRvuzLlUQwhFjdrv1k6p8BJUWZKEqxKH2ukfo6m0OuCovP6A9pvlwLfewjCpmf8I6tzR/fwrdlpg8MyCZ2CMNAXynqMQuXhhnfVTHAM9UdySJfTy2vHaHODaIGX+MlBJFWJbmyH5DNxfr7crevW6u09F4fKhDOg68xpcXtC/7V2RP1VUDYd3e8A//RPn/h+iH+velwIOvlZ+gMpyFVrMOtKY8jknhAarWUFoQZ5pHPbkC3W8a+v0M9s0ScrmletVPz6ejWRe8mZkaP3D7yCWz1JBxg9Wy6RkVNWADN7/4jy91gWjqKSiosip1HxwMCsKR9GFqKGiGHVHD+Vf+WBKTdosAfR7J3XJ2fPd8LoMlz/wz9GCrqvMF9rcdu0Zbl8zc+DyJHwMnlF20noVHWNtvdmVnu/VB6uuYCK7tTOdOTyOHb+2Nshc4U1pEVZnHRYScAxqUgT8vDXF7MGvVN12syNskuIw0UTjML0VKrMhKS1/2xBlUylzIcQcn70Wbte4RE3/c+n754NnTS+uOGGDpKJYaZcm1SrDnIArwZRav0+d37UVZ6bL1JKfb8TIclpfWVuviloiA7wm1JVD5WJL4YtFlQp8slV2zKIaspyJSZd3gIKzn5M2ThzDJsRsgeS3lffDZWU4n40hPRQ52DVVduY25TkQp/XPnv++L+Bgparv4iGrC2iwmk3Iex61D0EarKYVoRycEOUk6SC2N+LFb87Z4TL3Tdsymmxt9lv8zt/uysVRCyOAOsBBBtzxAhXbSyXxaPE+P09MgteBWEwhFYXjcOMqCSVk/lIUjRZm9K9VmjgD4VB7tnZoULHbo1lcJ6V7MxhUA0DIXYTFEQtzFHjbuKOzdVQbm6omZ/Msry8pMnKe3nHrqFL5vi/gSBM6+d7AiT+SZLS6gGL2kJRhJ8urVQjGbXZEzVEcBHU5OP2B9wfuCQzmu0SJheyRxm0rUeeIvZ/id3X0pXRoH3FZZ9GAdcnQAHWWUrgRUhVKsON5pbRKTaCKBMXGHTZfh3HnzvuXNKMPDj5MTyYxBSiWmKcpUIiZBJ9XmtC946KNuz2yjpoEXEF63Cy4ztkcaB+ouO1cfNKnU3mf/vu+gAOge9I2b00xO/Bn0y2h0vVpRMh9mimgJtfpayuicF/5Hnew47bdT5sOtRCg77JefjYYjLZZFqBsgp8Xlsb13/UtqfZz7mzzFKLmWCiQJG77tEw76Pe9YppiG3a8Z/qrzazQhywy2YQ62ylWLLYFU4nW1rvW++8Pg1bU/D11W599xGLgNgF0ZjWNCNExTH90O/U0zvLZ8o8+r659FIULAuxwYEBUEvsN+vY8PnW3vesW2TmBtU6kALjtNzbpuKl1M6QQfenPkPj3wlKbuUCfPN+33g+vV/ExIuPNJEz97MqW27y4MpoL1LbwH7tmSGNYxsIcUZyS9mCqq59Vv1vm5gLluXHRxn3IfUeKTIbgO71HEdGerOh7872qm8i441k4O52Hj6vCH2mtJWnWhTng8nn6/tASao6+A1QVnH4RR8VswQgWYwJosJpG1NExi/PhXCGJxfkysdZbtDcFjd6ZVrIAitwFG2nPE1Jw5TnQs25dZbi+EJASV0QaxlGYgCue6NOXMl9LPsRSmSYh88SGpU7Kzp2TW/21Ej4XP5gYQwX/rHWdo0Tbwn/S5kmKGpIY+Oe+EBbAcAHLvZ5TRzG9ydcqiuh+9iec4fC5+Um2Er7TOw9uYuOCiu+8L8E0LRvwskCCC1gCFGyj2M2I+FkJiW/W1qvFF299SBeDLbt8x3zF7GFIubcZ/YjNjqApioPiIIXmrq04uTHg3AmsdRV7WenHYHujUJFHfmVbIH+/cVxfdLFNkUhus3RZH7YLtH0d7cbXSTqKwzoqyb9ecvZSmY3ZZlqz7f1g+jDkdN+0H3mtuVnWVos/DgZoN7XxkBfNz410emeXemOcVZdsfwjynnKAjmNqO//e1ik+RLfmeZmMPSH9rJheMEuuM6sTgHGF5kKqPPl96dzNKioWJITMUnk0LSXJXC2YwRJrn0bLC6qV9MYtlyya5eXsplPSZx2a1bEqMURfynwtWWKDEaLd5HWSyaNMXwFOeTffLUUmJZUpnTQs6NwLC+z1R2eKdfeD98/nzbMKTsaNDPDiJUcrynwmSXX1+nRdQsUfWZX41vv7ilUAwgpGxq6Y0UlYVJWLdeBzjiK6DnzfK0U9y4aPS2b26dZM0NmceBxH9DyrGnB2wYOYCd1INFhNK+qUWyFlGlMlLO/mhMq5rvvjbzJKHTomiA6mNwBg3BoL01n+Q8aBa2vHUyFal5SbxIDpUIdcR2PyuUqDXYvRxN6DXCfuWOfnXHCy4tyZQgypHEOU1Xt3aLvQWlInxbDSsI+iqFJdUukplY9MYy6fpaC2X1+8JvWmpGBlvOLgO1QuGrEOKmhUA9o+Sdz5DJ38y335TvF1kHQreyb6yAsg7zdTm4oZgK0ORltAacBZQxuqRKrMmG5it+OxEAHKV+JdvTiqNmRkAXqRFXttaUw+tzRFJSGWz+Og6kWpqOQ6U5VTN+2LJfL+Q8US5ftNFOkkSs/9euIlY+izUGFGvr9SudgR6398unze/OyliZhZin+sRh13DyVNGlJHSqhH4GxjH7fvWGZWxpj/CMC/A2ry9wD8PIAFAP8AwA0AHwL4i9bamuzK5xTrG+R6wNY77H3HtN9IMrB1Kr+XV2gGNqyC6+3bT7yMorLMRV71bfNnYRIho1GeebRRcDENxNJWFhQwLVYH6ffHuTm8LQsWonKGFcdOUbkw5+g4nlUBzXTV+kaVxgMCwQrUgff6tJ83bjkKjgss2v5oomuT0rPJMYLb7K8BJBHNrhmFJXXmN75Nv7M1Vqgwo69clPQcX880rXq8yVpFLAgaZKR25OOFECoeyfdcUquMbjr+eiimF74rSUs882BljLkK4K8CeN1au2uM+W0APwPgdQC/b639VWPM1wF8HcDXnnX7phZDWqv8XdJsbH4q1WLc+b4qkm8X58N2TNwxVVRqhgLUl24G1H1CZDEOUTlTa6PgCqnueB/WhmksPxG3KKpWR8PgCqI2/eKRb79fVeH1+i6Z2EedVVQoP4qPzT6BrLJkTzQj7lkbpWeFrhOzTr7P3bRqo8QiE0aFVisHK7JQ5pc/Xz1eULlYHle6zPtrXWniFJxs1ispT/8e+nQt06KL844eLcT5sHfkuJI2ihOH46IBEwDzxpgENKO6B+CnAPxG+flvAPgLx9S26UQTRcYU30gycFKlferUaOMSL0PqPsa4wVGTms+HbN8gcwqzpn1wIm7TzEtCtn11rV6FF6KrZPJyE3hfxrhBAKssZX0svmdtknZ9xSQHJb7PvlpuqADN3XMyvAaceG2qhTL94/nPRByX5WjGvMfPTtuE8NB3OBC3VXoqZgdSxDUBnvnMylp71xjzNwHcAbAL4Hettb9rjFmx1n5SfucTY0xQL2uM+SqArwLA9evXn1Wzjx8+RZZlNFuwoJHxkOKDo2hij86SqjZZ5uHJFrm3P9pwVJBcCJcqLVb3Mf0zTtXT69PivK/gavIZ5PcrikI0J+KOA6/B7Ow5GsxaR8FJcEVaoDqLYwqvLYadLJwf3mI5y2DBS2QoeKyukWqvznOxzuF+r0/PwiCr3nffC1A2m9vEs7vtXeCP3nTXlulB6cifxIAdUK0xnll2U3r2gPC9fPdOfTJ1JWlc3GfOJ+OB1zCAldvL0iPPISr939Uac+lpB9ss+QzKGBwHDXgONIt6CcAGgH9ojPlLbbe31v4agF8DgC9/+cvPzyqrpMjYeZwVY8tn6yk+X30lVXcsiOj1gXsPAdgwZePTc0nsqLnQHZABzMBRlqzgauO1F6KhmhJxx3GSnOc1bGP5WucKwSUuuE3rG815IVzexC8cyftPYkdz8c9AuS6YjVYq5uNKhBSJksbk6yw9Efn733prVE3I94jrgLGCT9KDTAO//cHo+fcGRG3euBoOHnXJ1Ek86uzf6wN5PHo/CgukoED9nAYoiUr/96Ufmc3+b1ZmVgD+LIDb1tqHAGCM+V8A/AsA1owxl8tZ1WUAD46hbdMLv1CiX+IhTWiUyogjeq+OzuIRK1CVXxfWLfozRXRmiUp2DGcCYt0qFCQqybeB92/fdWsRjMjQrIE7pHHnyyNz6+27DvLjcSVCALf+985toknvPmieVXFJixAGGd2PqxdHy45wMnaofMu4zplpTJs305jrG+PzkobUpghgb77nBhh1gfrOJ6NrkXxvtnYwrDvGbhxM7/Hzl1o3k/IHE3xOg7z6bChmG/ucWR3HmtUdAH/KGLNgjDEA/gyA7wP4HQA/V37n5wD8o2No2/Ri+SzRMt2OK6/AzuUf3h0tS5EX9YKG3Z7rsH0bH1705wTg7d2yeF9cdrCW9u3TO8ZU6bgkciMnFgDkBXVk27ujHT97AK5vjD9fnpn1+jQT9NvShJBvXxOynAQcTXQje/c14ZXrNAPxzymKKCdLom0l4N0ebcs5XbxtFI0KGMa5BYSUnADdq6b8LgvaP983eW+6HedmwXlkr1yn54CfPy626K85+k2Rz4ZitjErNKC19v8zxvxPAL4DIAPwx6Bp7RKA3zbG/GVQQPvpZ922qUddAmxIZFAUwOOn4f1Uki892oUpvCxzVJ8xTn3FLhcsnx+6Exhgfr5eXciU5epaVVEoEZnqjKLufP2Z4VwX2Ck71IX50eKAUtbN57OvPB3jrgn7D3JQD4GPm8T159SW7gyB7yPTwkA1mRgQ1yqqJkEDB7gOHoy4b/696XZcm1jtuLpWPWdWELLkvc2zoZhd9Mu+ZQZoQFhrfxnAL3tv90CzLEUTQsKEulF/lgN/8C3qLM+dps5ga6fqgs1g2mVYv8i6QCYlxFKWnSZAPnDf7/WrdFevT8ca1tQqfeTqZihxTGKPb363mtvF58q/+4vygKPhOOF3aLgb6JAnLbMxpKSs60j5+khqL4mqa1Z1JUck6ujOM0tVq6iQqGAcVQo4cUQdTdlJ92eQy+B1OM7fGio4xWxTzhTXN2gw0SuPyeuW/NzcewgUgXXENFWLpZOCwcCVvJkAarc0S6gTJvBMZZiD5ZnBZnl99VoGr5VU+vVyJsHVWn0MsmowyHPgygXnhcfrXAye/teJMljRlsRE+2xsOppoe5d+74h8ImnnFBlaX0kTR3PymlRkgLTjnD7qKK+RNoH2kxduRuV/4dSiK3VRWCCypadd4cpZ+CVHJEK+g2eWRl3v6yyg/G39oMazL1/FCdBsRwo96hAZmr3muQsygEuylvlbAF0nfk+67Ify1HgWf+Wy80GUYg4DoNstXzW36kRgkO3rXmqwmiX4FAsHGB41F8XorMWITrsJ7OvHQYnXQWTnnbN3XwAAIABJREFUJBe9ZRY6j6QjQzMfgF67nWr5jsYZTbk/HnFxYBuWnOAZXy7KnJT5Q6Ys7/HS1dG1Gqk4iyNSuPG6VyjBV6KTujU6Vj7612d1jeitg9BTIWowdJ9DNNi46r9y9hVHbiaVJi4/KjLAZy4D9x6Er0ccA5+9Nlo1OYpolsQwESjhWIg0OMhz3tWwyKZYOzRwz83yWeD1z47eO82tOhlgIc3SwsSbarCaJch8Jy6CyH/8F84B609GA8IklJdvucR5Qt2Os3FiO5yhF6D3faZquK1DB4lxC/zlK5eWYBovF27wLIP3bX3YLQGoUmenFmndLlS0T+YtVayTQJ1zUVCgTmK6to82UOmIs4w+C1FTkqplD8K8qKfz/G36Awoqcv2ZxS7jqEEfy2dJXi6LF1445yhhgK73ky3gysVq8UNGKO/Mz98aJjqLIOS77L97Z3RWzfe0Lh9wknNVTD94Bu+LilpAg9UsgSkdC0ezmPLfxtOyrEc0eUVZXoD3RRFMZUWGnMoZPOsJfZ+FAdzWSAQeH3NdJ98Gyg7OVqkqoGrvxEnR0tbHt4RiGpFnEGzd41s+hWYlw/0IF/HNbTeb4864sM6+Kbh9+T1W0nXTejrPb/tg4IpEDl3zy/W+NvlYfnvW1qvFCze3KQl8r1fNtVtbp/fX1umeZRld8zwfzTvjY75xi0rE+EEoMsDppaqFlF9kk+9pZML5gBqcTh6433rx0sTO+cdlt6TYD9gCp+JIbYg648KKk4oHADRaLk36Ps9wuK1NNkj9vsszkjZSEsZ7m+13miyhQjRiW8unOvsfWf5Etsdfy5Pbty1A6B8z5Jov87EO43xCBTbl+0VBJyptmWpd2wM2UHE8SttN8l3FyQQPwupMjRugM6tpRkj5t7LsjFvZLkiu4dQ5ObCnWkhYkMRucdtf6H+yVVUPLi04Ssb/vl+yHHCWOoDr5DmpeCi+KFy+UZa5woidtAzA1hnNFkVZ5C8C0tgVFuT3+l6dKqYRQ/ZToevNayeS3ixsVfrOzU6TahDzt5czyrzk6kPUoV90ME0AWFJPsuv9IJssH6tiZxRR8q1U53Gel78/fl8KY5iqqyuAefMl4N2Pqgq/yIwWfayzjJJrjdJBv41ARTFb6PXpOZ5QCQhosJpeNBVZHCrTeMSeV8UPPpLYLWiGLJlkkb+QQKGTVhe5x+VBMeqsk7KcKChZlI/XaebnXM5UJwV57cDZErEwoDcAeuWaSK9P+7RZ+I/AtyFqvN7l9ws4R/QQrcrqxRELqXL7PHAzpMO6RMiWKIqc6z0wWT7WiEt+4dYKWJ3HkvMQ7VsUo+76vJ+6/C9TUnm81tcbuHvj04d1z4x00GcVK/+uAWv2YUvqfB/iCkBpwOlFU5HFoPN6w63MSlfvOtf1cZZMk9BOIfjHZQfwNHUu7qwSYtXaUEofoMFY3GGMe79i8RQIFE1u6vJ8K67ytn79j4/Br8HtBaQLeogeG3df9nvvQte3Db0blco+SdW1OV7o3rR9bmRyOzvDy/cVsw1O6dhnCoLOrKYV27ujLuosAWc6hxcriwb6T0JSc1IJ9sEq+fUx5XRtZZSaAtrbAEkwHSWpRAvPoqhDAYwf5IsvAPfXA8cqZznD8urAiNtBZMKzmiiiz+pG9Xy+xlB7BoPwfiRkEUB/e18kwhLtOB5tQxv1W929kyq9WupPXF/OjWOnfZl0LY959wGGpe6jmGak8nNJ1wGlvVYcvje+03rdOYaS23mGpZh9cH81p8Hq5GB9o7pWwzSWFBvk3h/wOGGFrxxjmqgonFRZ0jZxFKaJ2tgAyfMIUYmdtDr7SWLKlWKZ860PwzOaIZ1V9qIcyCFe5+dojapiAzU3akPkQ1JxHKTzmsDM9JosAuhvL2k0Xm/jcw+hjfqtzjGfCztyInGI+stjALmrAs3qP/ZbZITUgz7969N1FuTcwdRuYav3hnPcmpz2AeegLwOWxWTej4rpBQerfcjWAaUBpxN1RQEBl8hZUaeNWazkBU0ehbehbSRtNY52ajqPEJXYtO/VNac8C4HX6lgskiSjRQA5t0l+Pq7ttVRlWSyx0oEGaDF/eznjs962B0EbdV+I+svzcJHGccrE0Pd8uo7vVdZw7fm+N+2XbamKwqkF5fuK2QavG7ctlOqh9czKGDMP4Lq19ta+jqRoD3bTjiKXjMs01s2XHJXCGNcB8kzGT9gFPOWcpVlJFAFZ33U8ReEkzKtrNIr36SNglKLKyvWnoYsFXCfeTUntxov6506HlYM+eOS+MOeO0e0AL4s27PZGPz+zFC5wKOmsiAO4SA2IIqAbAz1xvXl2wK4OwCiVZwzlhFm4GXKS1OecjaPIGD49y7WoiqLcdxnMecYzTOrOR53hi6LqxXhtJUw/W1v9nj/74cDIN86/9tdWmgsxMlhEEVIDtr0+iulFr0+5lftEq2BljPnzAP4mgA6Al4wxPwLgP7PW/uS+j6yoR5ObNtNF/8936qk/3w0dCCfshiz6udNj6m5Qyqfj8nffs0+qFGFG/QXlDFC+zzLnbmmV9PCxG3UVRXgJjpOApYO3jzp3iBAFtbbuPBOHKsDMKeK4XEocYdj7cxtC195Plm1SXrZpX+h85L2TVXUBETB4sQkUOL50c7Q9g4zuQSSOKenXIf3cc4GLv+cdYogkBv7UF0fPDxh1WgfCtPKNq6PKv0muj2I6kRfhdIkJ0HY+9tcAfAVU2RfW2j8BcGPfR1U0o43yK23g8ZNEUDHx6Pb+/iWs+CGUXBtKtmWVop9I2gRJPcp9NtWF4lngpAmkddTWozJQMZ3FyPIqlZYJKqvTaadwOyrlpdzvIKtSbCHw+357Bmx706nexyFNW27Pr+zZyHQrMBldN8n1OMj1UUwnmFY/QLBqSwNm1tonZh+JXIp9oM6JW9JYhRUl3T1woTu2XsrL2dFb77kFay4ZwjSMFAEA9LOsC8WvPp03fM9UAx/TUHXg7/IEhffZ9IwZMyoIYIRoImDU+y/UvtAsKRTIpUt5nTJStkP6KIaoq4p6z1RLntTtf4RuRFgVyW3f3gX+6E2iLF+5XvX0k+eDwD4k5CBirls62xtH1507PUopTuoQX4fDUqYqjg88I+/uT1wBtA9Wbxpj/k0AsTHmVQB/FcA/3fdRFeNRl6DLNEhlFOx1MmlCHdiFc0R1MbXDX+OSIZ+5TL9LekYGKL/zYhft3DqPPsBRjexMIY8FOIudYGdYrsfllub5fs0lU9JuBo4G9VGXQM2KyhDG6RxCakQWbwBhCstvR1HOOl4NBNiQK7wsedKkvORn41tvNVfxZezskcP8zZdGk4wZctDDAxeGP34oCuD0ottXW5puv35/Idp6UmWq4njRG9BzPmF1YIm2weo/APBLoAKJvwng/wTw1/d9VMVkCJUG4TWLEPIciFNaqE4bFvU/vl8dJaepq98UAtsFcVlyFl/EMYaLGIXIg+J1j7r9AbRNXO4zFFhYmddJaSQemkHdvutEHOUuK27gB1XgyfMfZK7zHmTU6fMM4YPVcg0JTlARGXrfb7O8p6ktDYqtk3+zys6fqcjzZypvHIyh6ytLjPiFG/sicA0pQHHdtnaq5yTpu7rSNXy8ceKIcZ+3KTKpmG70+uWgc//sXNtg9eestb8EClgAAGPMTwP4h/s+sqI9QjQIix9CYPXeuAVNXgPqlvvq9ckKiIOLtTQriiJnkruwCFw+X1UDSiUeqwEtaD0jEusbDJaC87rawhztk3N3Qu185Tr9PDKDuj1ag+kgUnGZH1UH/jj28px29spAZoQ4w1AOEq8f8veb7o0FUOTAwDgRi59LlcQuwIyjXHmfTWU4LEqKxjgFKoNVjLZ0Yn/xUjWYNNF042ZdbWZlWjJktmHLv4UzSwfaTdtg9YsYDUyh9xRHgToapK6TYsky00lN4FlamrrChmlSr2SrU+EBowUEQ/RiHLlyI/4+hxJyIXbg82CPQX8EHyrV3gY844oMsCC8+vK8eS1EKi2zHJgvr9vdB44+49GjtRSoosCsg89NurMDjlLN7aiIhWfKvC+eBbNMXqYhjJwvmstwyPvF61Ps0SiDap47s15GE003btY17vNQWxWzBXavaRJPtUDj1saYfwXAvwrgqjHm74iPTgOYsGiSYt8I0SBZ3jya5tFuU8dbl3fDCsI4HjWxbQs+/iArFX9CqLGzG6aTZCfvU3lyn4xBNn4WVAdO7I3gZo1t9leItkk7Ic5jYoWeRCoWlWVeFAcrDjLcabPzBF8rDoAsp7dlnTCeoeZFWS+rhhbkWV3d/VvfcGKbyIgUAjs6+wvlZjXRdHX5VVs7FCAnEZcoZhPMAB0wWI2Trt8D8C0AewC+Lf79DoAfO9CRFe2xfJZoME7uZJNRHoWHUKcU5M98JRjn3RhQgGL3Aeaa61R4dZjvUqfbH4yuWRWWAtjKcnWfi/OuXDyv+3RS51LOrt7c3n7Dmg2fx7BTF/JuY2ifP/QSiQ6MqeZ91V3XOKqKD2QOWxQ5371KO4z7HreZXc2lwwMHCZ/a5UDG5z18LdcCTVTeR0N06uJ81SXAlO/ffKlZnCINRnsDd43ktZDPiE/ZyedTPi/ynjH4GvT6Liiycz6fo4onTg6Wyr/fKxeBKxfo3z7QGOqstW8AeMMY85vW2paruYojgU/ZFAUQWddhy9E8l6GX1JL0x5OVdXk07OfddMr6T+OovzpcWwHefn90lsGddycdpZN4hB6n4YV0OYIPzWAk0jJQvf7y+CC7uuZmWgyucjw/54JMFDlfPaAabNKYSpbwOQKO+gjlRfFMQq4JygTfcRhK/QF87rP7p8gkDRejFOTkTtDS9IxIyu5LN8NtCM26pPVTat159/uA6ah44qSBTZ33aWDLaDsvu2GM+S8AvA5gWBDIWvvZAx1dMRlCeTlcsLCAE0sMS7BjlK5ieiW4wO7Ntnw6pq3lDX/Pp9SYtvIL+a1vkKJvZw/D8hRxRCP7UEHHD1bdaJ0NZa1QHcYsG0fVlbwO44ofsgCERSWL8+540k6om5ZlEKybOcFU85tClFeWk7z9rffr2wg4FSKLQHgt7CBrOXV0Ld8b6cy+n2fkzBK1kXPd5rvVdTF+ZWqUryeLL7hQIyzNIiNTLQCqmH4MRHmfA6BtsPp1AL8M4G8B+JcA/DxGsy8UR4m6vJxux82aBpmjf3zXb2CUXgktsEvI77fNpRkp/CcThYWogfe9vlG1+THlcWNT3yHJ4oAW1MF2UqBj3NoOX6c21jxtih+OA9sJzYv1Kd8iq6mAIlNmO3vhBGsWU4QEKgfBfJdytdilQ2Jnj0bFTOlN+oxIa66FObdOx+ugfB3SxNlYydwtX+lpywHI9q7aLc0SsrzZcacl2totzVtrfx+AsdZ+ZK39awD+5QMfXdEelbycxHVo/X64oN44yyUf4+xw2lrehAr/MUKF/KTLunTx5ryguuswUiRxULUemsSa5yBWQJPsY9x35LWqrH0ZNwjha7efNta1O+TWwdZa8tpN+oyErLn4uR13rbgGWigvh/endkuzAc7PPCDazqz2jDERgHeNMf8+gLsA1Lf/WUJSVU3UyalFR8P4dFWaAO/cHnW0BtwIVdJxANEw/vEZIQqIXdND4OKEspDfu3ccpSXh5wX518EYjBRJfOV6O3dvH5Pm8YSoridbTqILhKmqccfh++ILY6yle8nHOcxco+WzCOZAhOjace3f2qleA4acXUvas+l6M+0Ygt8uxXQjKwfPB0TbPfyHABZANkt/HTSr+rkDH13RHj5VFaJOgPp8FL9gXpa736XLtVzkN3BWPZ1OlboBRimgW7fr2x8Z4HMBRdp8t5wVoUosh/KC/OuQxG7WyHRbW3dvH23zeHyqa3uXAnQnHZX5h/bXdBxOMg7hqNZo1jcQjAqFdQU466hjfz++4z5D3ldJezadj3wufEgaWTH9yHMgPfi9akUDWmv/yFq7Za1dtdb+vLX2XwdQYzegODT0+sBen15Xlsv8qqz6euWCczxvUpL5BfOYVuL3gWZKbhx1w7RNHZKk3kWcqS128WbnjBDFNY6KOgxKrwk+1cVCD75uB3EEb3JOPyrKa3WN7g2LXyT8ApPj9lOHwk5+L66tOE9JHyyoUcXgc4WxMytjzD8P4CqAb1hrHxhjvgjg6wD+RQAvHnH7nm9IR4LTS8D1y8D9dQpgcx3g0jKwuOBG4xtP6XMWXlw+D5w7Q+/LHBbAdYxZ7orp7Yhy8LKTYBFDE3XDtE2dF19/QLTl+gb9Lvdz5QLwaMMpxha61cKGEuOoqLrPARII+NRdqIBkE83m06F8vfKCZlmsAtzerR6vzcyoLi+Oj1sHpiU3d8imycLRvJIWrqPbOC+r36/eO2YHWaU4X96X0HVquv/sPM/FPN+9Q9s3XZPls5QbFlID+ipRxXOBcQ4WfwPATwD4EwBfM8b8bwD+PQD/OYBfOPrmKSo4e5r+hbDxlGg9g7I6bx/48B6tIzzaGP0+dyhcyRegAFeXaGtAncTNG/QLj8KH26ZlZ9d0AhZ45wPaPk2cqnBtfbKk43EUkv95k0ptWEDyNrWLqcU6FWFT4Upe5+n1y0Tj/mTFAiuUqMjVqqNE5blluRM0AI7mZaq4rh18PoA4bqmylI4YPJh5+wNSaiZJdZ9JTF6GFm7Wzm0/vVTK+z8qZ58RqQzf/Yiu1/KZ8rnxBkhnloAf/dzoM3VAJwTFMwY/UwfEuLv+5wD8qLV2zxhzDuRo8UVr7bsHPrLicHF/vQxUnsfa2rrrgEMj95Vl9/OlZTJLDUGW/wg9eCvLZA2UNVGBKZBxYmnq1HuFpY51cR6VQDjiBjH8z3tP/BDa9uP79MqdaFbK5PMcQFr1GGQpeJ1HnZ/k6s9Ahz/b8X53Pq6tALd2RfIw3CypjvJiWrJuVsZiBD7/PKfrca4c9Fy5ALz/sXOLD0GqLrmKc6dT3ac0T5bXJI6oVA2vj4bawg4lbWCMBqtZxMFj1dhgtWut3QMAa+1jY8wtDVTPCO/doRwTA7eeYAyGnbm0EOJRb2QAKzotruBbt5bEQWxtnUbou4EihYzdHvDH79BI/NIyzfDurtG2eVENlD4iA8QJ5VqwC8Igp6KQXHCx36dRu6Q4/VnkxlPgw0/cPgyAyxeAqyuj35N06e6ec5IAXNBlmlXW2vKtgTjXiLE4X9Kxj2j/QLVel7Rj4rIaXHplZ6/ZeHdpgWi2O/epzRZUwuX6JTqupAI3ngKfPKLBRc1S1xB83oOcAvVeH/iTW+4aX79M1Bzg7pVffsQPyqE6WmlC58rbznWAF87QvdjcLme25Xf53vcGwHfeJjPh0D1XzD44L/SAGBesXjbG/E75swE5WfDvsNb+5IFboAjj3sNmwUQIDUseQWQ5dYytv58Bm1l49mXhRveV2Q6v6ZQVixmyM+Tz5M59exd4fxU4vQB0u45Se/x09Jj3HtL3z52m4+3uEe1pQPva3XOjffbQ42YZjP4RsYURUNoOlX530lfwzCn6B1AqQF/QglnuqFFJC6YJBZ7G2l4gyuwLr4y+L+XfkvJtW69rkFeDfL/vZjtnT9PaljwPDiZA++eQ82levU77rLSz3E+oBlde0H2S7VGcHCRxs49n292M+fynvN//5oGPqGiH82ddJzv8B/czUH2fHSymAdb7oW1nZ63LmQKAjS0AW7VfH+LJ1qjPoI/QDNPCzY4Ye56QoZ8B3367+p6c0VqUAW9Qic3D/TO4I+e1MTlbloGwzfsPHzsask2wGgyqThBSyXj3IQ0IXjhdDpAyt9/9cDd5TjOps6er1HSK5g6rKN05eFvFyUGatKtoPQbjjGz/AACMMT8B4H+31h58Lqdoh9dfLhVWLToMpr1kIOOOua7P4QX7SRMr2f9u3AwBoA5v+QzwdLt0ixcKxDrEvDgPOpfTS/S6ud18LbqlAeohjODGQl7nyvtjttvtHW4ia5t7AIwWp2QFKEBB9M1DZPYt6F69+a441xb3pLDlrHSHhEEVqlv+XK5ZvXipXuqvmC40VYCYZDctv/czAP62MeZ/BvDr1trvH/jIisOBpFrSxC2AcwFFX1kGuLIZQH0wCyEy5M3WtpOEJXrupWvVdkqXg6ERr3XKNcBRcK99hn5/53a9+COOgC++5r7X99R6vK+bN6rtGDq7g2TeHBg5UMJWqTD+DOLnrR3gwXq4DpY/64mjUuW2SO2xAHo9kpz7AZDFJPNdZ53F7dntAbbgL4Xl5seN/QRlfq4efjr+u9dWNFjNCrg6AYtw9rubNl+y1v4lY8xpAD8L4NeNMRZkbvtb1toGfx3FvsB5Mzt71HlfKhV7fo6VpFosKDjxmktSqtxCBqWc7Lk3TmruobBAMcHMJUnClFACIbQY0PeKzKnrOIBc8pSK27vhhVpWNG48pf31BqiM5g1IhRcZYO1T5+oOUPDNSpn/qUXg1AIFj70+kLCbu60Xfaytu+vrByf5cyd1bhtZAbxymd5/53YpPMmqeUo8g4jjMl1AwA+4We5oRq6JxSNZFkzwtQ5BruFFEdGCL11xQfvhp+H0hxAiQ9d6rutUmG3AM6iF+aoYhoP4sBZYOaj59Alw/lz7/SuOD1wapNd3Jsz7QGsNqLX2aTmzmgfZL/1rAP5jY8zfsdb+V/tugaIKmRPE+VK37wKwZUcfVRfHec1FLp7b8vcrF0iUwKPcuS6wfJo6483toxuBswKO7YO6qcs5MgboJNROlmgvzI0m6V5dIQqRR8/zF6jDf/eOo/oiQ3TQjat03T6+XyrOIiehN6C2fPqElGn9gWtHllfzmvZ6dF24aCNft06pjrvzCX32whl3rj0v4Icc02VJEJbJc4Jsr1/aGglhB+Ak5/6aGuAC5nDw0iV5+OYOpQ/IgM4DjDSl/Kg8EFi5uRY0u+n1KGgwlhaA9SfjKWlOEGZxxTjwNQCa1YAcnJPYjczf/7ikmTUxeOrgF1dkYdTeMwhWxpg/D0oCfhnA/wDgK6WbxQKA7wPQYHVYkHY+tuyw+uXiZLdcZ+IclQefktvD01JcIPNhDGgm8pUfDh/nn/yxqzrsz1aWFqjTA6gT2d1rT/35JSwW5uhcFuZcZVhgf8Udz5+rH03L69YfuGvBhR45z0km9Q4DvHF+c9xufh8oS5B06P27D6ptWJgjGlPSrYCbpfDsiFEUtE0nddtXApakZy3d37mOox/55eIy/eMEXsab77oKzbw/a0ndN0wwLu/PjkhV8KliH0sLNEgaZNX9coXjToe8Hxn318P7YZxarH6/CX4OIT//4/LWFNOBubLfakrbaIG2M6ufBvC3rLXfkG9aa3eMMepkcZiQdj7DDgRVdRhAf7h7fRqNshJO0lGdJDwqZ/j2SxJbO6I9EwQqgL67s0vUXmTCVX45QGYl9ffN7x7cRVxeN9nevFy4j0uX7levUzt6/er3TOTyxYpyfciKffQH1N7dHtkocVuvrQC3dkoRg9gmSWiEubZePWff0+7MEs0I5dqYgaPuXrw0nueXLvD9QUk5JlVTYt4/u06MrLGJtjMFKQPXlQtkhhxFpaWTeNb6A7rG3/tBOWMtaCDg1zOD2L+keMeBKVkJdV2fHXTLgZmvtJ0Qbdes/u2Gz37/QC1QVBEsBBhYSC4Kl9Drg+mSusJ86y3XH4BwZ1MHFhDYMhC9eKnesy+OABh3Hm0tierA1y3UXs5zWpijfW9uj66n5AWGHXYEWsuSGFKPgYKO0sPOgI7z0tXRki1+QF7fKB1GEicyAagzb+t/51tJDQal3RNGKUlWZQWFCYZoQp4F+y4Rl87Te6trbjBjQYErjukZ5cFRJ3VBP45GBzuvXgfOnmpPQ891RkUz6ro+O4giClhNg+cWGOcNuInwI0UkhbWaEHHYCM1A4hiAHR2h80K89PRjd+s613KAOpy6rHIz/K+dbJ7VfEniqC2A2uDnPvmVifdjSVQHvm4hEYG11Ea+Hk+2Sqk7BDXBCgPbfN5M68m2NnkVNn02LCQprh2XO5mkQjHTnwCtTQ1VoHCBKYm9mWT5Hz9DXMm3yc3cPxdZ+Xh3T9CmpfqyVxrjLs67ffsekCN5g4Cb5ZWvPKsrinIGfMhO+oqjR7d7tDMra+2pA+1dMTl45H/3QbVIYmiEzhY5Weap0NBsDCtpvhE0KNo4KPJaWlyuyQzKNZI8p86SZ3Yh53GAzmNjs9xHacDKs4rdHvCNb1E7eIbC2zQ5mPPv7BA+nFnArUkBwLfecgmKvN6S50T1GQCfuUyuHsPJh7cmxDOOOhrKL8zYNDvi7ft7TgEJ0Aj0w7vtCi36LvCcssBgF3iuvdXtVFMFotjlXU3iiu4fezgrLH/m65rldFx+jgH3TPDx8qL5HOWs7jALTyqeHeY6bm19n2hTIiQC8F1r7RcOdCRFOzA1lCbUsRQF/X5qcXS0ffsudQTcGbPUmOmuuv0XRXUxXzqwW69zZhhD9E2dmznnAPX6AMp253nVeVw6m7OgITS741H19m7p8h2Nd0Pn388sjdKoPCO99WHV5aOwFGi7XaADut43rlKQkPvgdbtYrJuEaCifkhtHbXIA4aA6PH9L6rdO6oJP3X6aaGOp6Mtzd92lIivPHeU4Sdv9Y/P6lC2PzwGQj1cUwL0HGN5/wA0aWC3adLy2xTEV04m5DvCg72by+8DYDK3SteINY8z1fR1BMRn84n5NxfyaHL+b9s/F9oCqXDqO69eorB1tA7c1Td2OrKX1hSyj/cnzyMsAFsfOtbsJbAnE27QpblhXfJF/9v9QLFwdp7oCjixwYIVmHQ01yb3jayVffbQp6Bg63zhyVKX87OrF8LW5tjJ52/1j8yzJ2lLcUc7u0jR8/7PMiYayvN3xFLOLQ1AEtlUDXgbwljHmDwEMbQTUyPYI4NM6QJVy8pVf3Elwno4FSZKlYk1ut7FZpb+YDmLarcmuyG/DxqabVVWCJajDlGvcqaeYAAAgAElEQVRYgAuEjTSkAJ+PH0CblGB1xRffvTPqii7btbI8Kgb5YNXJu7sdOqcsd8UbV9dov7IAIYsYBgN3T1h56VOEg6ycVdRcc7nG5J+z3Bc/A9y2l1+sXgP+/P46nQMHCEmnvXsn/Nw1Ubly3/z88L4t6NyYNs0k1VvSnjyj5PebzlGpv9kGi704L3AfaBus/tN97V0xOUK0DlNOIeVXlo+OWnzFGuC2Y2HFIHNF+eSi/hu3iFvmtR5A5Od4beBcIAarz+a7rqihdCOfFLxrXw05TgkWooxW11wACeHeA6Ja5XZFQfQFX7OirJYMhCmzpHSiYKpxKIPPaQ1qbb26TZ4DJilzrIrRIArQvthGi8/Zfw5YvODTtMtnw9/l8xhXVHKQNVO5Tcdm8QVA916OqAtvcMP3t+kcD6oWVRwvDmFm1cqoyVr7B6F/+z6qoh51NFaIqknLmUu/76gsadPDtIrcLk1cUOn3Rymtayti7apwnVEch9sQgjGj59Hfx0M6FHIEKK1JlWDXVurrbQE0i5EUVBMtVvcZqw6lMwR/fvfB6DZMh8VxvYybA4Y850kou7bfDT1346jctvvjZ9PHkDaMD3aOiukHWy4dQBHY1sFCStg7IMP/7f1K140xZwH8twC+UO73FwDcAvAPANwA8CGAv2itfbyf/c806misEFWTJgAslbHgjj1Nwoo13o4/G2QUiLqdUUrrykUqQ8HFGDkAbm6T+MDaquOCNMhNSld2/zwsqjZI48ByaqkG3NwpE1JBnnpXL5Igog4+jXTlAin9/Nkg6DJWKKhxdGzoM3YEYfl7SIlX2cYAAzta2oXXnLLM0WVR5FR627sBirUAnmwC3/g2/T7fpUKOfB6DzKkAjRk9ZigPjqnFbGc0mDKVy+KXrR1SWjJtOt+lmerjp9WE5OF5lRd9fq4MyJk7Pl9/oFRKimupicCziahcFjhArlXbpOCKhN0Y8xcAfGXfRwX+NoB/bK39N4wxHQALAP4TAL9vrf1VY8zXAXwdwNcOcIzZRZ3yKaj8iijYAPX0of9ZmjiH85AKbG2d1nCYtooi6lA++sTRf7LEPasR5+ccpeifxx+9WbX38SFVY6F8nM1tWiMD/v/23jbYrus8D3vW+bq4AEiABAEQBEiBlChGtiJLMu1xRxmPEyWO4zix02kySeNU42iiH3FjaaZOKyczjd2ZtmrTxPmaSarGcdlEie04aewkTVpXju1xakuiJZEmJUH8FAQQvAAvCRDA/Tgfe/XHWs9Z715nrb33Obi4d59732fm4tx7ztl7r732xlr7fdbzPm9YB6I/YmrCStFIa+tuAmQV3hTNWdXXuf6s+4wChGnOHFx/bo/CeW/6QXllEB4oup1gLRTThyMTJizua3o94Pr6wisu+qbDhGwrjOujmDaMqcO6pHBZJ2zs1X08/saW91n06tOJP395n8j7L6avt4fl+2176JSLiuUEVZ8LohENGMNa+68A/IFFtvXu7d8N4Gf8vobW2utwhR6f8l97CsAPLbL/fY0qinDRz3J0S0xb0S9vmm0q/sxRORIp9aGEVI2l6J7LV91rpwOYTlDo8f0YVVQdVX1F4ahORoqy3Tvd17ESj8nLg4FrF9WRo9GsijFHH8b74oBvvIhiUoRrxwmZ3+v18pTaNFm5gWJTQh6fYIIw+z6mNXPXqVRJWhyjSaK6op0YDKoFXDVoSgP+p+LPDoAnkWfZ6/AYgGtwpUa+DcDvAPg4gNPW2isAYK29Yow5lWnLxwB8DAAeeWSfqulzKqiUSu2wz5lJ0Yek90jrxCowoEzryYTe8aRMW01dwY2oQeU/W10JAyPpqlcuo5TwORyFhNTYfofeYYwuUjTVeBIGW+l6MJ44+ilWt6VovMKvnTFisRaADWpIDt6yr6vUaPN+JhO7LULBSHneLEIoVYyMqOI+kaVA2C+wYbIorLtP2FeFuM70Soyxfr18T8wDeV1kn/e6ALxlEqnnOhViYUOhT0kDzuNTuQ9RGv/Ontvj1syJQf+OEoObqgH/mPh9DLemFJe8n+eYHwTwl6y1nzPG/G04yq8RrLWfBvBpAHjyySf332NWExVUrFKTn0upepUKbPq5P65M6DWYpa06xrk8dE1YF5MqwlKCMGYTPkllxQmpdPEey2TdBE01rTaaGBC5HiT7KqbxqEgj/Ukj3WmScsLzb1Ebpdxnsd3U7c3ZyaZjysq6S2uOAk0N0qn3LAAIZaFBmAQZUTEKziY1+7/rKMAZSjgBKv16XcAMZq2kcnQrr8lqZOGV87s8ICiNf9/2/uUa/1b6Ya18gSKMTdWAPyJ+/oK19r+31mb4l1pcAnDJWvs5//cvwk1ea8aYMwDgXxfd/3KjTgXVVCXVdD+phN4UbSXLM6RUefJ4qYTPmLqS9FgTmopWPSkayJigXOM55tSIuSTV3VacnTvd7LzPnc5HEzlKTL49GFTTcBKpe6IStn5Cq0ukbkqbqh/g8uC1a+kfskHfXAvvzYGmNOA5uJpVH4L7r/CbAD5urb0019EAWGtfN8Z80xjzhLX2AoAPA/iK//kIgE/511+ad9/7ArEKimtELE1xayOhKktQOjk129u3Qy0rwNciErSeRRA3SNrq8CHgzANOJRhTkPHxZILypAg0FxWLsnTFjVvu/LyIrlS4sanyy1oX9d3eCBNkSo0ok1SBsN5W15eLoC6h9cRx/wAwKZ+3ta5PZNmURWBQLvqYo+EkeN6x12QKnY6Ptov8dzsdL2jJ9AH7SO7j6OE0bapJwcuPnkgQj139m2ze8Hs/C+CfwtW1AoAf9u/9obmP6PCXAHzGKwFfBvAjcMPVLxhjPgrgojjWwULJL46DgB/8t/1gw/UfIpUkm6JXtrY9HSi+x6RTqdCSTg7x4LK2nqYgkz5xYq2EFNdwCMBTiaTeWAVZnpOkqV69HJR/VZhOPpNAIUraLVYikSKT2InSE00TWo+s5qlKuR37k9RJyk9RomOAe4+WzzdHw0nIe096Ta4MQl9J1/93PeImk1wS+b0JP8tUHw36Zcf33P2nWG7wPp9Mqr+XQdPJ6qS19mfF3/+7MeYTCx0RgLX2y3AijRgfXnSf+wa5p1TSVKx9VFXQD0iXGiGdRCqPxxqNg23OsaOz9joySimsy4mR1BRznlhosNdLTAy+/RQJjMYhmpDnRHcNDs7r18tKwLqBGnDbfuUlNwFLeyRZCHEo3CxubYSJpaq0ikRsd1RyrjCYVkEGMK1e/LVXPCXqxS58+Jg6ZNjwfVoRyXYWRTN2rtt10W+svOoY4NT9+ahP3nvyNmR9rE4nPEQVRbjutzPFJ8+dzh8rLm3Cc33+JVcyZTQJa1d1+XSK5QAFOwuKZJpOVm8YY34YwD/zf/8ZADV1qxULYVIEFdTE/8/nwAWECq4rg2YlM+RAweKA3CcQBigmB8eWQDIiuL05q0gDXFuZm8WyFkdWy6U4mKslQVHHSj8M0Mw9ogjixYtlJeA8E5YUXsj23dqYtX+i+8RDZ+YreAiE85T74iTU77ljDUfuHLqdst8gE2/j/jQj11+Urk8pN7hrc9+9wBvXZx9uuol+JowpO5/H11jee6m1qLgeFq/7NIk8Kj4J5CNMSRszouS5SK/Eunw6xfJA2motgKaT1Z8H8PcA/DTcf5f/z7+n2GmQTlvth7UeoHyhj6w2K84X0yhcq5ITFnOk6Ason3bjIoNV6xjGuIlAtisuzpfDaOxoK6As5gC8ihDTpTvXF2LCopNGlfCCFCfbV+V/GBeMTEFGBcPovGTbxuNQ74ufyUq9UgHJp05e7+EoiFTihGv2sexfYoOJuSbdJ5xwZNTHayzvPcCXRpGyQrk/45ShvO7fkaggVHU/SdpY5oml1hCLwkXXOlktN0hj27s4WVlrLwJQh/XdgKTvet3wlNmjE4Gnm37rmfDkTRxZxbScugSpGA6ipJO4KZV2OVHGrQ038FSZ0VKYIGkfupQD1aqxwgZ3im4HKLaF9Npg2ti43Vwfm2QiCXlcKZyg4CLOC7KYFTfUFTxMnZekyphrZuBLZ8iKzmLbSSEqPou1SosQJcb5Zymql+1JTVTSLHdzq5xXR+FOSlwy6M9Ga1a0LSdI2dx250Aqk2txm9tOns+2s39yHCejOMVyo0mqQwXqytr/XZQfp0qw1v7YQkdV5BHTdyy7wEq83a57Mkllgt/edAUGnzifzrda9cqsQtBJcj0gJcoYjtz3uW6RuhtYSLHXnc3tghAGEKknaKkelGDEc/I+5zMXV09++VKe9qKoAygLJ5iknN6o3uU7FpNMUhMWvFzft5f+iqmkaGIy8RMD1ZJRSBnnn6WoXmPytlaymTKvTq4VptDx62/ShJTUdJUFEilPRpKFdQ9fsjjopTXnF2fgJs+UHQ/vVcXyoymNn0BdZPW0+P2nAPy1hY6imA8pFZSkfKrqQUnaDphdyD6coJOIpCjDCyakXVEMRijSGggoexF+6zudVx0X4mOYTjU9MBoDH/rA7PuX1txxt7bTE2kqR+fc6RDJzbTDiDysqC+JUvTbAyay/EURzpkPDXxgYLScm6wo6R303fraN18PcxUpS+ZhVSk2n3+x4hEz6hvmn/V6IXFbXmd+RyZzp/aTglRaygcdvp/yIpwmf3uwP88mDW0UywbTuTuRlbX2qekxjPmE/Fuxy5CqsyrEtExM7VG1xrytWCoMlJ/UZU4EB8yZwck4GfMLF5GlfU4cB5541EVCXIjnfqqy2Xm8Kqqp100Pztw2zis6cdyvJSX6knZHo5GbVLaGTjpP4QjpQcq2KSaJ1YDWunN95XKIrqbRUqadQLmtr13DTB5WXf7ZieNu4sndJ1yrGo9dRCjXyAh5fVf6ztWfa21dMxsBb26n+4iWXXR77xg3WG1spalWqk27HVUD7leQhVkA82RmLTYdKnYGqyuz9jwpdEzePXw0Dgm5HZOmuuIndRnRMd8nteh/4njwLEzRPql9y+TkmfPgYqydPadUv6TQ6+bFKFQr8vhygN7aDvy6tU6NNvAJxeyzdz0yu9+SW3lRVv3JIoVfe0WUE0E4PoUuso0pB/e6PDCuMU3PASHqlcmYkwpqd9ouOJUohSnbQ3ddC7H2lusjlhlhVDYap/PIAM2pOihoknqRwfwGTYq9gbTnqQKLJMrtSIVJKfRg0MxeSG7f64XBKeWyHtM+098zdyipHbqfS6QKP+bal0synEzqt+OaWLKJJrSdFFnTQodjQanFVlDxeeeorip39yrk8qXkPqQCr2oAGY/L9Ol0Wxu272T6iBFjzmleCyoeQCw+W9UJLGTRxcPGmLfFEe2ixRcVC0Da8+Q4X6kGjJNWp7k/JpR+2NzyVNd22rk8ZYdDymvoaSZpuRTTPqx1dXvTFQVkQUA+QZPauXw1UGWHD7k1OZ7jymC2ZHquX6hQA9x5drsNt0OoSCzVehKyzwubVg2mVIJS/URFIuuPAaG9vY4TjACh39kPnMwMgMMN6jnF+VJ0LGdNKUkjVprQekulmCZ+/iXX7q4JoohY5UWZ/uOCLrUINOTUaR7p6DpOJj52dJZm1EhsObEgR1e3ZnVP1eeKXcaRVUctTddGEAajb3lnteO6tW57KgGl6spi1rn85u2QICztcB44Xm+5xOqvtFLiQVgQ8IlHyxMWJy22e0Xsuy6SZL+k6LI6h+6U3VEWNnwnR2UlLacQJUPatHXUuHBKzodOeqcNL24pRUZw/ZpTKRJxvhTgo8+inHBbhW7HXfe4D08cdxOH7LeRCY78BNWXseWVdNaYTnCTssN+fP/e3nSCmJhmrOoDRYux2GylNOAy4dzpsskoBQ/dbplKqSo8SHXXjHQ8oqvi4ot178dO53KB3/iFdWPcIFxX9G9eF/RF6bKcM3sSpvydVLHIEmXaFZRpT1BhFRPiZBL6lzL1UhNMoNqaUrclGm6OXCVacqX6MN4/196aOKwvcv8ysmxCxSrajTtYs5rf+laxe0j5qnW8PTmFB6xPVKUABMq0zPMvhbWGiZ1N1ksVX6x7n4o/ILQZCGsXhMWsmo3nOS1b778v1YR1/UO7JCYOm065mGIKKWf2Kox9pBO7t+fOv5Qj53depYQqLFBMAvUXr/VNI+mEIjC+V6T1Fe+d516sOUGBI6t5l3RJLY8n7rtNaLoTxzFVdHDColS/6v4lXRjTjDvhjq/YZZi7QwMq9hA55+5BP4gOiFghlitoR1pG0jjT8h0o01Vx8cW693l80j7S0kjCoNzW2GcPCANZgbKaMNc/lMtPt4cTLmxs1dNFMU2VdRCPFHESqfNPtZOy+DpwQoujX16j2Bk+da+srYdSL0ScwxTj0Io711QOXo5arlpPjLF+HdMbgq7uFKLIaxzfv7LwJ7ET7viKpYLSgG1FjhKLFVYpyqWOFmtCV+WK3zUtinfudKCFqHqzdtbVXJ5nJ4okiJSaMKW8I+gO3oQym2kzHekzasR5Kce4KGUd+r28epJtiY/XlD6tS6wlPZw6l0Up2ngf0lGe5yQVh8DiNKNiOTDou7XZh07OtZlGVm1FLpmXxfOGPt+FSZNxYT8gX7iOry9fcqo+0maTCbDaoPhd06J4dBxnhHD4kLNNurTmEohXV8rFJOMorGOcJyKjgVcvB+Ug0e14b7logKf33tbQ/cgFfCBfuuKJR4GvfyNEap0OcPye0OZe1/U7LZF43OdfcufLc+Y+63wEJVYGbvvuJFxfHzi6Eh1eLRn3d3yvjP32ceI3hSyxwGMaRWI2GpMUrRGNIQUtqbj16yHpGwju69wf1Y0yYmTE+cLFsO4X379NaUZF+2GARXlAnazailwyr0GgoVb6bjBdW3cTSDxh1f1nLoqyqo9Pq3XF7+r2LSmjw4fCvk/eN1uCRBaT7BhMC0PGSce5AoyTBGUm14W4tifpwKriiNNjr4S6V9feck+DlOEDTmo+jgbe4Sici0yMJW3KsT4HroP1ukDhfQRjZWRqkJb3iiy3weKW8tzPn3WDfk49maMwjexj6yla4Qu4fj3YafE8pVclr0shJnhG9JokrGgApQHbilwyr/wZTxZXRu0ErTPvvlNKQlKPVZTkudOhAOM8YD8xCZXnVnXuVUq08Vj0fYVQQqoqY9o221aUqUXuo8n1kfcKqTy6VaS2a0plxn2RAs+J+XhUfkoqlv3aExSn3J0mCR8gmGbpKAloZNVWnDjucp0uXy1HCqXkVP/aRB2Wo47GgnICXIJwnPOS20+O9qlSI8ZKQhaTNCZQkjA+0dSERfSxeGLPYaUfPOUAt99BP0yCLHVy/aZPePUPAXzaH/kJokqJVtcGIBw/lRibhXgAWV1xbRn0y19JlWFJeRWy6CMjtdR2Us2Xo9Vub4Zcr3iAIQ3IyDalpmS/8bz7PV+Ec1S+j0ejcu4ar5NSfvsUmQefGuhk1VasX3eUWb8XHCRmcqP8axN1WKyKW13xCcYjzCSeMnEXqKbLcrRPvzefknDQd4PioYEoXQFX3txad8y60gJMwu0ahKc3PwF1OqEMBgfFogiTvcxroo9fTonWxDF6qnJDOTH2C8/ly3cY3xdU16UKKxaFoxVT14RehU23q1PzrV/3fWaDco/odsoULfx5pu4l6eu4PQwVigHg9gamNbHYt0xa5nc1AVjhoZNVW1Eq7ZEZIIsMhROXBUmVuzh2NF8mQybu5vbD701pSQRKiY4XstQIlYRr67PvM7Ji5V1SReOJc2EgRTjMTFYGjkqSCbvSNonvcw0qVzBReh+yjR0v4CBFxYm016mmAln7qSjcJDWpqBcF336DcI1kGRLWmmKOVbeTrvQbbyf7mLRc1T0hIy9OVMBsf3ESoXv/rz9d/pxFIwHXp7w343aV+h9hm7idwxHwlZfLQp1UkVHFvoauWbUVpHOAGuprMKvgktsSkipk1JYDqZuq/VTRPuOJa9PKIFB/73rELe6n3p8U4Tik3fg7j2kM8I4z1eVEmC/GRNMO14zg1lGkV17pnExQ4k2KchuPrLrjMg/oyKr7vdubpelisNLzxhbASsdV35XX6MRx1w5jQrTBqI/VoqftT2wX93Hs8h5vx2icEU1VPlbVxNvtYEppHlkNNb1S7ep2g7CGUViM8SQUAGUyMSP49ev5Nir2HTSyaitSib0En0zjkhJV20qqkJFX3fGB6v1U0T7zKAkvrc166gGzVX6lko0REgUMo1F5sOOaDakqFqycnrdoOEtYMLm6qRLtmQvePkjslxMS87VklEiZfVdMzKnzlH3F4pJT/0JfaXg8DmtSqe2q+phI3RO5+43f73WBo4eri1d+9wfTn+XKz8jCjhtRuZeRSPY2nXIEnyqMqdi30MiqjXj1MvD2bffUG1cF5uDM31OoU3vd2qg3NL214dwttrbd2sLGVpBEnzvtaETmzBSZBNqmyJUhmRTu2NvD4FTOaI/9wOOSqut2Zs/72NEQKbCtEosmmm5ui8KUUeREh3N5Lv1+aEOV8jE+hoyI5D6sdZP29jCIEnLRBvt4OHJ9emvDR8hb5cKJG5uzE4a0RzKmWigiI7L1665Nv/1sum0z3oyjIHjZ2HTRW6qqcizcUBwIaGTVNuTyiYAyXdLtpW2IgOqk4PXrId+lCt1OmNC4+A8bss4p/pB0UF05jxzi9jJPCQhrScwlY7HF1CD20MnZhOVjR922MmIDfDRj3GuVIq4KjGAH/VkT3Jw8l+t5MME7kLRYXQ4V4CY57mM4cgN9179XJUaguvTilXI0vD1y99s0Mky0m2te8p6LLacIiieaiHzkdafysNdz12RaqLEz65MYCzcUBwI6WbUNzCeST9N8Yk8liOaQo7KY78JJJjWoHvLKLmkoS/XXjVvux/h1Hi70p5JK50Hs0deJKCnSPudOA195KSSTsvn9nmvX+bOzVJMxs6ILwKkN4/W+eUAxA8u126Ja2j70E9u7H21+zJRgomPcPmJqLyWakOB1A2Zpy6qFUWOCJyXvuZsbSBa9pKVTE5EPUPaSlOfS74dzHg69Y3xGuKE4ENDJqm2g5FmCA+DKIB0ppYrU3d4Mg/JRYaFE6oqDQGqMGo2E0g9loYOkXoZbQbAQW+8Qsn3dTjmXiINNHAHKPK3xJLRnazuo4oCyWGI4cp/FtkrcF6Xn47GTrFukrYVeuBiiho4BHn6wXG+rMr/JOFXfVoaeKqxzQ5d2U7nryPdlvh0LVNJei/ZPElVu5BTFpNIgUvcBraVo8SUjv/c86kQOsdDim2vApathIut23L3Be66qbTyX0VgU8ATwyIPORWRz292PqgY8kNDJqm2gEktOWBZpMUWuSJ1Ucxm49+MCgdyvXAMjOEgwVykWAIzGbp9yMpPWO6n2sfgiEGi+C6+691nmhFTRNA8I6SKRbDMX2+HbYZDOJ+MTeyy6iCeqr75SjhYKGyjZe440z2+ixZKUYrOPX7sWco1ShS5T+WykXKkGlJRolWgixupK2Z2+Dr0esi7sAJIzXLweOCmAgj6LFdQdz6Ww5Qi4Y9IO8ooDBxVYtA2kUehUzv/8KcfsnDUQXcg7XkZMzl8WCMwVYIyREgDI7Wz03Vz72CZjgpXQZFLOYWpaJBJUAcrjm1AQcVFroRStBbiops6eakYkEu2D5841pjobqpz9U67YYxORSHzt6lDnwp5aN0zCBuPfuraNRph2XsoqS3FgoZFV20DKKaZ9+D5QdsIm9UTKhpShnHcKr7Ci4qvbCVFVXIAREO8BOLxaFgAAgcrhwEeqJx68Uo7jjMSY8wQ4RRqpoqJwtkvdTlnazeKFPGavE6JH0pC0bpJUU05sApQtfWhQm8J4MtvXdMGXzuaSEpxGf76P+31HDzI65HvdjA2VpMxSVN/tzTBhxHRvfG6SUoyFJhK8/vJBIBfRNClWSfB7VdER33/+Jff9rp+YpxRwwjlfsXwgI7IAdLJqI86fLU9OEpJa44L79hDAIBrUIQYflL3XWE23xyqtsgBjZKUj6Z/psSF2DB/RYHbAlTQVB0m2S9J7pH4mE5+86sUbxVbIpYrBiZHij+m+EjRYVUFE0m65qIqQfT3phtInHTNLCQKzggG5tiOp036vvqBlTPWNxq69VCLGgpsqi6xK+H7vdesFMyl7pZnd+Yl60G8mvpGFQSUFnKN4FcsHKksXgNKAywZJC7FQHykz3gTM4aHcnE/SpMno5j0e17udp47d72M6UUm6LlWAcUqNiWOkFvhhQ6RE6mfgJ7/YTUGuWZFOnCdXKkWtpZJhiV7U19IFfzBo5mwuk1t56ta6a1BV0DJF9VU5stc5ykvn8xi8lk36kYUqK+EHpnny15I0dYbiVSwfmE/32rXw0xAaWS0bJLXGhFQWZbx3tawGnEQJsHKQGvSBbRsUhrmcH6lSG47cdjyuVNblVG6Ae//WhpDdR+ckJ64VQbPlKutyour1XG5VSikH5BV2KVd4SrO73XLUxwmRwoy48CMdww3Kn8UqPl6vTico3TodF3nccwR443oQoKyuAO98uBxByPPY9lFoTCdW0Yax83msWFwZlIt7njvt2v+Vl0XqRB94/B2hXX3vcp9Dt+tEN6n8sSr1I+DoQEZmpHhHY3dv//az6sa+rCAbsQB0slo2xAqwfi/QZknKzrjBTdKFpJ2OHs6ovBL76HXFwGzKyjpj8mo2DiYvXvR0X8WifMeEhNA61Ropy5xSjsdMtSmnouOaz7TfhmWKMl6Tm4pG4KPXSVhXka75KwNHtY7GLodN2jt1hBs6C1XGijo5iK9fd3lmlO1LOlEm7FZRir3u7JpgfB+lktO3vaHsw6fD9Y7B6PPwIeA73pu+dnUJw5IOnNpMTcpUtrqxLycK63ISF4DSgMuGRQrnxXThonQZrX5I0XA/VLrllHLcT926UL8/qwirAhOXd1JFJ7cjHWltWKPiRE1YrsP5bXIFHnN9x302LYJ5aU2oJkUbxuM8bZiiFKWtFWxHFhUAACAASURBVNeo5D2RK3ZZFLPqxRRy76f6pgmNKh31m/STon3g9aylj9PQyKqtqKNJqgorAo52m1nrgXuyiRM8m9Jl/R4AK5zE4Z6gt4fuBqS5LJ9+ST1xP3UWT8ORSwC9+HpQhE0qtmH9o76dLTQIlNsu1Xu3NsoJxVJFd+NWXt49LTgY9au1wek9PmeCfTccl5OiF0nsHfTTdGKONpSUrtz3yiCY68bUb5Xrekq9WOoj7xaSK6BIa6WS/VWnLEKJ73MLR0PKB4WqflK0D2Qm4vu9IXSyaiOa0CRV1EdusOF/+Bxd2Igus4Eu4hrUeBIoMX5nexRoKe6nUzP5GDh6aXUlrB+xQF8O9MgDgvQ9VtGRVuQkxKRr03ODNSeqC69W5yFNbaqi73Ctj1Reru86HUdvyf6vc0OPwf3KSsCTaPJI3R/yOpNutBZ47FxaKVkFqV7sGISK1V6ZSdo0VUCR7Y0fXOiXKOXpsQVX7EdY1U+K9mHqarLYZKU0YBvRhCap2z6HeEF8XrqMFFL8fUKyP3yf+6m7SUnxkHqbTKIdRpDfpZw7RXlRvcdtUsnSVUnB3G48DrSfBOk0UnHynOvo2kUTe3dCAZm6p6aKz8xzbKdTVi+mlKR1asXcfdDr5e/dRc9b0R7c4WSlkVUbkfXGG5bLOeT89eKyIhJFkVD49WYjgM3tWSqGycScGHq9iJYxggbsh+hOKuNSMHDrQ0zqHU+cezuPW4UVXyE45V8n294RcvdpX9gylVRFU9Y5PzBtQCoiT5+YvVapiLjbrVYCAuVrBvhztkEN+MLF8IAhzzvltyjbHPcvv7eSyA/rdYCVFeD19TBJxe7xHS/csBOXJ5fyBczl2fQz/pJAc/pb0V7wXso9CNVAJ6s2glSPRTkxEnAKLa6PbA+BC6+4D6XfXNV6Q8ckFH4jt49UMT9SMTIhuLCO+iH9ZuD2J5NzJTUVK+Nk7atcMqx04377VhAxSKUc18bMIO1fFzt6Tws2iu3jYpJVE5bM72I1XEpxmbcmqa86T7sUNZeqJlzyWES4J3odYOxVnnV+i/QrrKMbJX1JV30qPtm+qXejLZeEYTv50CLvEfoC0lcyheFo1l9SomlRTEU7sT0K484C0MmqjaB8mussxgCy9gTpq8IGWq8owlOs+OoM+n233WRcHripwBt6qmtrCHzhubCmQXpoIGpN0fONpcxlGYvxBDAjlxPDwa7TAYbbmBZtJBgdMPphdLB+PbhrALPRTa/n+ohl3ml7FAtHbm340hq+jAcnnE63fLwLm0CRye0qwXewdH/n4rFUBrIkBpCOCJqW0aCtUlGU5fNjUedpPPZ5T779Md270g+KzKoyM7IkSVEEl/tOx11neQ0NgJcvlaOe+B6xNvy+XaPynEyU1tvPGA7DfbgAdLJqI3KJkcMRYPwgGeciMR8olXRLMJIZjUN+kBXbl6oHW0dNXXgFeOLRQA8ZA2DgqUm/8ROPulcOyL0ugHGQRZeSbE150uFTOl3bWfph/Xq6BAXgBs1DK9XFB4EQjawMyt/l/5U4YfWJ88Arl9NP/rJ2FhgV2vDgwHOSuWz08MsJWJpSc7dYOyonE4efzDIFEQF3bd9xpp6W5N8vX3LbUEyzPQxRHwcb6+8RiiLkPVL0ZnPlUlFj6Tw6GjntZwxHwJHDC2+uk1VbkUyMHLsJomtm3R2k0IDg2gAjiXsOh/UsDjhGfM7cnemTj48YLq2V6SFSjrF/nFRuScqJ8mjZTsJaZ5Y7mbioUD6lMyKTg6OBS/qNy3IAs9GMjFpIZ2XLXWCWZvqPXwrrMLKvul3gQx8oH19GgKNRmSrLRU/zlPiwCJFn6rMmuHGrOgmcYNQnRTHjcfkaTtuEEAnK8+G1Y3tpu1S19rfYA7diGcD7Z6W/8C50smojYvqK9F636y54nJMC+EHAJt6De7+Ar7L7snurZMPkN01ZoVgAb99Gifai+aq1bkL9wnNBIMCBbNAHOAb3+8CEIobo6TpX2HFzu5wLJduTymWSBfu2otIixrj2yNwvoCxa4PlI5eBYUKyyr4rCTVTXb5aPwe0mFtjYdJECnS8YHbOtm9susuNDRxU1V5qsE5N9qXMqEEdsufw6flf2rTyO7A8L1w+/+UV3fkxRkBTz9Dzqm6jYp5gKiA5Vf68COlm1DXIxnfQVJdNHVoEzDzgfOU5Wxo8AU2k23KAhk0aNEU/ridGi0wkL6F7gNUXqaXg0dts8eAJ47Wp5fUTSYaS+KhdUxTqcjCikq3dJDo/wvVzBvplD+HWTohcW8GPRQlWJkLi5JvH9+LgWQDEJ0ViBMh1KcQeFGjJROKbCjqy6/+wpyycRBJcmtRhx4cO6XL5U31ZhUgCTYbDgmrZJNNIi2DzFa5b0EVTsT2xsuWs/WDyy0jyrtiHOh6Ei68iqo3DOnw0JoVO6zr92DPDIGb8Qbty6zqGBu0EeO1e26onptbOn3GfWr8NQiEB0OuEHcAPSjVvVBfiktdC0qeK4bHsqZ+bc6XR7ZBJvqmBfFeQCfqkw5LjcppS0WkZ4vV71+suhlfD9mfNFECGQUh30ge96n7u+qTWbc6dDqY0pJemv75HD/nU1RI8pyH6Lzz+Vd5Ushoh6qq4oHK076Ito0oaosdt1KsZ+z02IR1aDk4aKK/YnrHU0+eqhhcUVgEZW7UNq0X00cu//+tNhLWT10KzlDqybQKYl7U1ZRPDCxeAuHsvbz591a0EUGPCpODUHGLjt6wrwFTaE/4AoXWLD+ou16fwowA1o47E/hgEOr5QdF/j63It+g5oJS06+cWHI7LmynQj0Fh3Ac5EMIxXucyUSpMC6iXyIQFum8ufi85R5VtOJBKGAI3PTaCfFdvHhRuZi1Yk7UsUQ+z4VIXZsl5gUbmCaeOEJc+cK6x44RmN3fifvy5+vpCe7nfrIU9FujGgxtjgFCOhk1T7Ei+5b206iDIRJAghlPZgbxQKCzLmR6x/8z82KuBxIgDCgSZsbWdyRdBel34AbvHrdZgX4OBmNRsFTLrYJihf9S/lHq3lrIKLpWohF2kqqqnou4AZMFqRkGY3pukzUjzTppLVU14RJekIaMHG8OH8udhTn69u3wmQfO65X2SwxP4r7riv4yGPGIp8m4OTP9b2zp4JLO9fmcjloJXpWPOxQkahO68uBh06G3y969/7HzjoWYEEoDdg2xLYyMkoygoYrimY2SLGT9dQpHWG/0uYmpockx2xF0urZU80K8NGmiIUUR6Py+aWon3nspuZx3SYlF1tJ0YGcKAkIbLkgJa2GGMlyImWUQtUbrxOpzFLxxXhiFOt2dVZIVY7rKeT6klHtInZQjSYuE+yzYpf2uus5pWeFGpQWTvPYjinagatvAvceuaOJCtjDyMoY0wXwNIDL1tofMMbcD+DnAZwH8CqAP2WtfWuv2rdnSFE+QJrrpeqNFjdjL3xg8UKqzmSybLcLYBJorbhwX0wPkTYcjcvbvL7uaJyHTgHX3irTfRIGrm29rhCM1FA6TfOP+F2KC+oskeL9pBzIpfJt0A8UlKQq7zkS6DYg0K0sfEmlX78HvPV2WYyRigL5Nyk0RmyjcaDEbm8KUc30n+C4DqRdznN9OZ44gUxcuFLuhxFhTCu/82Fnn/XNtTCxx/WxqGDl9rFLe9X15P0r10MnNvTN1rDMBCjai9ub7uedD9/xrvaSBvw4gK8CuNf//UkAn7XWfsoY80n/93+zV43bU0g6h7k+hByQB71QWJGOFttDYNIN9Zc6pkyfHFmdpXUmk1mFnfy81w1rX5IilJZCQCgKKCeOwpapsdh1PIV58o8kFSmjToJP5uyLonDtaeJAnkMT25+p9VAHgLx+NfueumIUTkF44dUwccl9GAQRgzHzF5rsdWctsF676nbMyY2T7Eo/RIyyVM35s+W2x3lv8lhNrJ7Y3tubacswTl60DAN0wmo7rr7pXk/df8e72hMa0BhzDsAfBfAPxds/COAp//tTAH5ot9vVSvBpN1bo9SKaBGKSYHQgVWcp+itF/zQtTBjTOZfW3NP0NNk4Us/N45I9j8N2SjU4Pa54HzYMuOyzRV3tm0AWnEwpAon4MxO9T4p3Zh82UKpV55PrS5mszNdJEWg+KiQZWTbpo9yxpEt7k+vJz3P9xaKYSge2G9YCV9eB4/fckWSd2KvI6m8B+K8B3CPeO22tvQIA1torxphTqQ2NMR8D8DEAeOSRR+52O/ce5886iu2Nt8pP5dYGoYQBYP36khQADAbltZSUk3qd8kx+LgsFxm7w3U6ocUVDWElX5RR/OTRxImd7aZO0sVWm8Po9wIg6VowO5y14uAhIZ1VJ+4HZQVlSrcxzolgBImK1ftvRxPW/BM/95gbwtVdE/a6OWztgHwDAcKss2ACCmo8okKeVJaruHVKndeq/1RW/NkvbMFu+71cG4SHkABZeLI1/Z8/tcWtqsH7D3ZuP7kw7d32yMsb8AICr1trfMcZ8z7zbW2s/DeDTAPDkk0820YAtN9avu/WBnpRxQxinek6o42XCHU8Z0fGCSDmp55D7POcGT9XXcBQGE6De3ih3vk2cyOP2AmWKkgKUJ87Pnsu8BQ8XAemsKshISU6oxBAhuplOWiasAzLyijEcRTW84Ce3wtGwJ46HFAW5PyJWKlobTJVjWjk1YeUeKlLvp5KTrXdt4dM4J89uR6Qb7PD1WhKUxr9ve3+7x7/Xrrpr+MDOULV7QQN+CMAfN8a8CuDnAPwBY8w/AbBmjDkDAP41U/zogIF0knQ7iJFTrO10oTrSPEz2BTBVffH4d3rMRQtPzrPdbhTyI51VBxP9XlLddUIRQ0lnTieTirGK16fTQUlFyppiMqJrMuTlaOU7Req6kYZkX8TKSi282H5sbDpx0UMn8/XL5sSuR1bW2p8A8BMA4COrH7fW/rAx5q8D+AiAT/nXX9rttrUO69edugwoDz4xdURzyJRijdTKsaPlwoD8j076DHDvP+ZD9piy4XvjSV71xZyqRYvj8XzpVNHvB/fyOspnHgXhThbyy/nrlZSXgsoi3TYtGunfZwQl+48KKprK8rpPCieuGY5RO9PEUSmFCzQV5fVkXti0jShHXCla+fZmWoFY1S8xUtdt0Ae2xb0UKy01Obj9YLrCmZP1322INiUFfwrALxhjPgrgIoA/ucft2VvExQ6JePChGixOsJS0S4pqufBqqJEEuONsbDlFn3RWjwv6rQyAwq9z9PtlWoaWUHd6vkBQNmKAkh9gDvMoCIGdKeRX56+XU15yXREmnC9z36rWggiq7uQE0xR8ymV/rYqF7w1PW8ZFNFO0MqtFy2KTqfIsqX6RyF23o4cXv5cUe4vxGLjyBnD6/h0RVhB7mhRsrf01a+0P+N/XrbUfttY+7l/f3Mu27TlkITtjynQREJ7EmyijUlQLi+txjcfQzJYUVPTdSRHe6/sbUHr/3Sktwzb2+5ierKQc6/a9G9Rers11/nopdVxdcnYVuN+q5NzYrZ7od/NtI+3YRM3HJN2cMrRNlKxid/Hm2+71kYd2dLdtiqwUEslih5GzAgekHN1FKub6zVkaR1bf5XoEUVhH8VCVVkSf97056XC8uGdbTBPd2ggedyU3CT8oS1+73AI+4IoGktY8fGdeZJXtTfnrDUfuZ3Pb5cedPeUi3hQd9to1VCZnV+HEcSe6uZxZ1j15nyvrMpmU85V6XUxnR7kPmRScoo9TfpOj8exTc3wfSqVhr5c/tyrlZ1M6UdEOjMbA2zeBBx/YcQGMTlZtRarYIQdDIFSuld5wEpKiojqOtFoK8ToY6UcassYP6p1OswTfFFL02XgS5Y0hRB6xrx2QH7CKwjnN85x3Ink0R/d1OyHZVV4bwJ3LN6646rypPqpLzq5rDxN6u92gzGTy7s3bfq3PlC1uqM6M98Gk4LX1UNgyPu/Yb7JKUTkazyoNWQk6168p5WcdzapoH9664calR87s+K51smor6BYxmYSBl3ZKcsE+5Q23ft3l13DbjnF5WNZWO2ZLyP1zotrYLK+fdTrVtje5p2JJE8ljTY8nJd0IT+QGLgJhZdoY8X5lVd47Gdxy+6VKczLJ13z6xhUXvRw9XI4Kjh0Fvvl6OfKgw0dKtCD7ktd10HPRC5PBt0dhgujb8IDisxvQ7ZRFG1V9Fd9DFNLwO6n7kxPZy5fC+cfXVuKVy14SjxBdTgp3XNnHnGB36noq7g6GIxeFHzt6xz6AKehk1VakFGujsfuPO56US4N0zKyYgomghQWku0WM+H0ODKXSIwi+eRKjcf5Jt+qpWNJn40m5KCGQdy+wCPk+KcyjCJwHVf56jwuaL4fJxEUaUoCwtu4nCu+6MR67PqQ7ueyzm7fL7w99JEpPSIlpJDMSDwN8ABAPAVV9lbqHOBmz2nJd8nisNOz1yjT2+vWQh0aFpHyQosu68e2iU/9OJ28rdgbWOmulTge4/+48SOhk1WbEijWqwFifCChTO4B4Yu6Uffqk4ShQliSvrgbVF6u2yv2PxsHfTe5zMgG6mUin6sldUpyjKCKZRo4NcohizKsIbIqq/fIaxR6OJZhAZVJkICMGwPXNW2+XVXfss8tXy+93Om7gH428IrAoH8vA96EvhCiPwWtVdU65e2g8Llccrksel0rD1H1KKlu2GQg1rLr+PMfjcD8e0GTg1uPWhkvePnl/TWXwxaGT1TKhinoh+MRMux7rIysA05L3gH9Stk76LFVfa+uz+wdmn+L5xF3nni3B7z54IlBgMWR7cxhPwuRAYcD5s836J4cUZQmIYoZFoMJS+z17ylF+KVjr8pZkX8V9U9iwbhfnmPG94ajcZ5PCTQATEZnG4hQKZVix98Yt4Lef9d6SPlKWfXXsKHDxdSHg8ZSz9ffK5rabSKqKRfI6bA9dG61XnZ66vyz6SbUZCGrTfh+YbIe2zXM9FbuHSeEqL6wM3P1zl6CT1TKhSTIrn2p7XQQVoQ0TVV9cckY1VcnEcjFd+sdxnaHKPbvK7ZvmuzH4thR0pOYuUlQUMgDBBXxe9VgyD+0V14hSaRNvYSSrLxP3HAmRUA6yr2TfSCpUChKYY9bphPUoCakGnaYheIGKjPKm+/PbMEqG+C6Vf2vrIvcrcQ4r3n/yG1eCB2EsfKDSMF6Tk67udQUvAfe9Qd+v1y6oOlXcfbx53d33D50M9+hr18oFGHcAOlktG+qSWWV00e0AxtejOn2iHDV1jBsIqpKJJVjuohiHQabbyz/p5qIcKaCQqj+JlYFr72vXyjWc5Ne4lka14OWrbrJaJNk3RVlOFXaD8FrldXhpzZdsKfIRo+wr2TdDfyxpfMscs0Hf5UZti+Rt7n71EPDkt84qPze3wnfjbZiXx3Md9MP5PHMh5LpxjcoibMwqz9z/ZOK2TwkfbtzyNcLEwwqTjlcGrh1yjUqunQ6HQPdQMGR+96M6QbUVG1suSr5LogoJnaz2GxZ1vm66T1lw8PChtI2TnDDi49HtO+dGXvj8rctXfbKyCerHgR9EYxk9Iyxi3tycWPAxEnQbqUagenFfFivMgQN33DcWLmLp+6hlPHa0oYV7mHjhohfWjEWk0g/nnNyfn5RGEXXI0jLSMZ+Kzuk5+IPHp0LakKa6sTJU9k2KBiadyHZI8JzuNH9PsXuYFMDaG+4B5oH77vrhdLLaj5jX+XrRfdblwaS2odt3FVh4kEULVwZ+Md4Kykt83yIMfovk5qTc5AnScaTOcov7qyu+REnmnEiZxv0DBOEMEMQzjOIo9d8eztogScFCan/M0QNCVBNTjgblQo0bWz6ajUQPQFkVaAF0xUWI+yZFAxuUqUwKKLqdcG6TyeL5e4rdg7VuohpPgIcf3DGz2irsqd2SYsmxiEN6VeQBBCpL/k1rH2OCXRALLVLlyCKVi7Qp6SYv2jsc1tsAnTsdIo8UqtzK76QgZtX5lKyUul6kkXDMl4UauS7Hc5+BUGpWuaA3sXOS6ka1WlouXL/pHjofuO+u03+ERlb7CZL+IiU1Ke4enZKieooiKM5Sx5Vu3ykqMJatc00qLgjIdRipBpRtknSepAmrKMLnXwoihV4/2BUV1kUbZ0+VzyXeFxAiv2R/bc1Sb9wH88fkOeUKYlLJ9/xL7n06aRQ2bBvbPL3zdOIcfRQ3GgdlX2ytBQQqlsa5xgCPPFjtgp6igWVC8ua2o5HPPNDcTV2tl9qBjU1XDPbIYVcFeJegk9V+gaS/gEC1rfTvnk1NTPWMxk61RsVZ6rg5t2/pyiHBdZFYNt/ruUE6FoiUqCyItZWJk1unkm7ZvmNHRf7XOEyOLGxJOyJOMjHdCLg20fqKkxMLFrI9pN6Y7Dspyuff6ZSPxfbxuBdeLSdoy/W6OpsneY78PpWevS4w8iq9Qyvl9S5SdaQf+XBQhSo6el6o9VI7MBw5R/VB34mgUvX17hKUBtwvkPTXeBw89saTZlTYIoipHkrhpeIsPm6OHqpDiZIyQaqdotRKVBZCW1hjp4lLOivt5goOpujGuAAl6cxStCioN7aHMnIKSmgzlLpel9bC56l1grjIYoy4/6lEZJuko35P1CnrdfeWplu0KKdi5zCeuPQDA+ChU83+3+4gNLJqM+poD/n5cORzUsZlumxiQ+SyuQ38xtNp+uxO2nJpzbl88yl8a9u1ZdCfVYnl3L4vX3XbFwmqT8qaub6RS0g+cdwP2DZQV72eO87tzbIoYTR2P5vbTpRw7nSZPksVHOTxbm/6wRvB145FKOOigRdf9/lSfoKREQujqqmcH+lzSyXT5p5q62hPeY5TJWLPbcPJi2KKlX4w6h1N3Drh8y+FQp2LRjXzUtbsi6ZO7oqdxaQALvviq2dPl/M1dwk6WbUVdbRH/PloNKtkIySFxl9TybSLtuXm7fIgCgTVWLdTVonl3L4H/fKiO1Au/Be7N1QlJB89nHY0p6KPNB/XiUjTvXjRDeTf9kRZUTftR3+8dZ8EyUGTSbf9XroA5Y1bQm24XaY7pZjBmHSydSmPSiTT5tbG+DCSu248RyCc53gya3LMh4IH73M5bwXLhFhHtV54BXhigRyoRShrPmzUObkrdh5F4SKq4chFVHtkd6U0YFtRR3vEn/f71fvLIUcXzdOW3D44GUjaKLcv6TeYKvxH5Vnhc4AYYeUSkqv21YTmq1LgXVoL3+fEk3K/j9szHOal7UBInOa5Sssn9tVgMJtnFu8DcOfahDqTbZPgNaE3oaQeWahzUixGwy1CWUsaODXZK+4OrAWuXHMPMg8+sKcPBzpZtRWb27NrEp2OS8p95oKLZPhEzETSeSHpokXaQgqmah+djktqfeaCe6LO7Ws8cU/8tDYa+cTQG7fcQu7hQy5y6XXdgHZkdVZcAQR6if0yHLl9vusRF0HyGBzUudY2GpfP6cTx8N3xJOzjxHFBAdrw0+m4n1R7Xr7krtWMQ7opU3m9bqhNJs9N9lmvC6ys5CesXteJK86frb9u8jxLS4KmHMFQERkf02IxGk62SxYBnXjVZ1HM7pcq0qnFlHF/55LLFXcOa4HX33BR9KkTTvCzh1AasK1IJVUOR6FGESXSpG4WUeWQLlqkLZISqzyGLVNQkoqL98XBWVoHbQ8dTZiamGJUFQuMZeBv3woyba7PFEX5yTGXCC0pQA7yvW66AOaFV9xaT65vuJZ1b0UibNz/vS5Q9N0DyoooNGltuZ+autBTCfn2rbBGCARKcrp/lCcsg8UoIdmuqVqT7bNOURr3ZRMnd8XOgRPVrQ2XS3UXDWqbQiOrtiJFQ00mXrLtn8B3QjbKZNp52yIpsdyExyhIUlCMRHIJrnei+mq67aU1149S1MC21Cnd5qEAL625J/+q62Th9ld13FT/M1G6CcXXJJn43Gm3vmgtpsnWpCTPnirTsJafdRZTBsbtSiHus3kToxWLo/DUHyeq++7d6xYB0MiqvUglVY4nQYXDV+mm3R+4/8A5oUWMk/cBb1x3ajVgVuFFSo0lMjiuHD4EPHo2FNrrdoOqTSJ+6k0VLKQS7IWL4Vik3lJJvVVoWnxxczv0HyvVAgBM2udQ4taGa5M8V1kA89XL+fInKRgDPHG+OmrMFeIcROuUKYov3i5VeZjvP/Gooyw3t12fy+t8zxFnlbXhTWwP36EakG2Nu4nriLc3gV9/ela1qknBdxdF4cQ0m1uupMux3Uv6rYNOVm1GrvgiaZ1+L+Q2Sd84vnd41a8BUPZtQmJnp+PWvWTyrFR4Ad4ZvAgSbcANkLIMhlRpkRaTHn5VBQtTajVSm2zzlCaaBNeHHJrSXjJxWK7NFIU7l0FGlbZ+PThFxB53R1bdRJWraZUC1YNNzYSr7oXcuc7j6fiuR4DveG+z4y8KeezDh7yfoi1fByuufaxa1cnp7mHiVX9b226d+N69p/4klAZcJjTxW5M+cJRrTxM7e2VhQJXCi5RaXcJqTqU1zZ2poG2yibUiSuMaSrdbTwU2pYpSicMEk41TtFodfdhEWSnRhHbM4U5osb1MsI2Pzc5POZiYTn2Ss2JnMJm4PCqq/lo2UQEaWS0XmvitSR846cFGaTALLb5wMYgEJKTCq9edtTmKE1al159M1oSZ9aeLaZsUbcecKkrTZVJvnfKsSXFKfi9OHGaByrqyF/1eObG34wfeE8ebUZXTfYvtFkHTc02hKV16NzBzbDFh5dCUBj5o6Pd2psDhcAQ8+3X3+q3vAh5oZ/Sqk9WyYR6/taqB69KaG3CrFF5NqgNXqbTqqKOqasL93mxSbxPlWVO6Kk4cpo9fk7IXvW4YcKUijQa6KXSMo2Xl+dypkm1Raq4pXXo3EB+bDwr0HmS9NImmqlXF/Ngeuolqawi8913A/cf2ukVZKA14UHHudLXCizQTI5Bcwuqd0FFNknfvlvIrPnaTchV155pTVpL2aouSbS+VdfGxSfPxvpJ+c6kSMIqdw9Z2WPv8vY+3eqICNLI6uDhxeN+CrAAADGxJREFU3KnQ6hReqerAqbylO61AvFNVjZsiPnaTchV150rFmlQDrgyc+rFqu93GnVyznT42/RPZ7/cccVH1W2+XvSObelgqmmFzC3jm666P3/fuVq5RxTB2ie1KnnzySfv000/vdTMUCoViJ9EogXLh8Y/GzZMCeN/je+5MkUDy/DWyUigUioMCUn+TiXNMOXp4r1vUGLpmpVAoFAcBW8MwUb3v3Us1UQE6WSkUCsX+x7afqEYT4Pe+u43UXy10slIoFIr9jNHYiSlGI7dGde/yTVSATlYKhUKxfzEpgOdecGtV7318KVR/OehkpVAoFPsR1jqvz7dvA+95FDjeHlPaRaCTlUKhUOxHXHwduPaWy508ef9et+aOoZOVQqFQ7De8ecNVATh1/76p+aWTlUKhUOwnDEfA115x7iDvfsfOFGltAXSyUigUiv0Ca4Gvf8PZKL3nsbJZ8ZJDJyuFQqHYL7j6pitw+dg5F1ntI+hkpVAoFPsB4wnw8iXgnsP70qVeJyuFQqHYD7h4xa1XvWv/rFNJ6GSlUCgUy47hCLh81an/ltShog46WSkUCsWy49KaK1T5jjN73ZK7Bp2sFAqFYpkxKYAr14CT9wGH95eoQkInK4VCoVhmXHvTiSseOrnXLbmr0MlKoVAolhlr68DqCnBsub3/6qCTlUKhUCwrhiPg+k3n/bcPFYASOlkpFArFsuLNG+71geN7245dwK5PVsaYh40x/8EY81VjzPPGmI/79+83xvyKMeYF/3rfbrdNoVAolgrXbwL93tKVqF8EexFZjQH8V9ba9wD4LgA/aoz5FgCfBPBZa+3jAD7r/1YoFApFDjduAseO7nsKENiDycpae8Va+0X/+00AXwVwFsAPAnjKf+0pAD+0221TKBSKpYG1wNZwqav/zoM9XbMyxpwH8AEAnwNw2lp7BXATGoCkuZUx5mPGmKeNMU9fu3Ztt5qqUCgUew45/t146y335gGgAIE9nKyMMUcB/AsAn7DWvt10O2vtp621T1prnzx5cn/nFSgUCoWEHP+O3eOl6vvMXT2HPZmsjDF9uInqM9baf+nfXjPGnPGfnwFwdS/aplAoFEuBwgLdjhNYHADshRrQAPgZAF+11v5N8dEvA/iI//0jAH5pt9umUCgUS4PCAodWDoS4AgD2Ykr+EIA/B+B3jTFf9u/9FQCfAvALxpiPArgI4E/uQdsUCoViOWDtgYmqgD2YrKy1vwkg9yjw4d1si0KhUCwtrAUG/b1uxa5BHSwUCoViGXHAIiudrBQKhWIZYaGTlUKhUCiWAN3uXrdg16CTlUKhUCwrOgdDCQjoZKVQKBTLi87BGcIPzpkqFArFfoNGVgqFQqFoPczBGcIPzpkqFArFfoNGVgqFQqFoPXTNSqFQKBStxuGVA1MeBNDJSqFQKJYT3a4mBSsUCoVC0SboZKVQKBSK1kMnK4VCoVC0HjpZKRQKhaL10MlKoVAoFK2HTlYKhUKhaD10slIoFApF66GTlUKhUChaD52sFAqFQtF66GSlUCgUitZDJyuFQqFQtB46WSkUCoWi9TDW2r1uw8IwxlwD8I29bkcFHgDwxl43IoM2tw3Q9t0J2tw2QNtXhzestd9X9yVjzL9v8r39gqWerNoOY8zT1ton97odKbS5bYC2707Q5rYB2j7FYlAaUKFQKBSth05WCoVCoWg9dLK6u/j0XjegAm1uG6DtuxO0uW2Atk+xAHTNSqFQKBSth0ZWCoVCoWg9dLJSKBQKReuhk9VdgDHm+4wxF4wxLxpjPrmLx33VGPO7xpgvG2Oe9u/db4z5FWPMC/71PvH9n/BtvGCM+cPi/W/3+3nRGPN3jDFmwfb8I2PMVWPMc+K9HWuPMWbFGPPz/v3PGWPO70D7ftIYc9n34ZeNMd+/F+0zxjxsjPkPxpivGmOeN8Z8vE39V9G+tvTfIWPM540xz/j2/VSb+k+xAKy1+rODPwC6AF4C8BiAAYBnAHzLLh37VQAPRO/9zwA+6X//JID/yf/+Lb5tKwAe9W3u+s8+D+A/AWAA/DsAf2TB9nw3gA8CeO5utAfAXwTwD/zvfxrAz+9A+34SwI8nvrur7QNwBsAH/e/3APi6b0Mr+q+ifW3pPwPgqP+9D+BzAL6rLf2nP/P/aGS18/hOAC9aa1+21g4B/ByAH9zD9vwggKf8708B+CHx/s9Za7etta8AeBHAdxpjzgC411r7W9b9L/w/xDZzwVr7GwDevIvtkfv6RQAfnicKzLQvh11tn7X2irX2i/73mwC+CuAsWtJ/Fe3LYbfbZ621t/yfff9j0ZL+U8wPnax2HmcBfFP8fQnV/4l3EhbA/2OM+R1jzMf8e6ettVcAN8AAOFXTzrP+9/j9ncJOtme6jbV2DOAGgBM70Mb/0hjzrKcJSRPtWfs8vfQBuOigdf0XtQ9oSf8ZY7rGmC8DuArgV6y1rew/RTPoZLXzSD1Z7VZ+wIestR8E8EcA/Kgx5rsrvptr5161f5H23I22/n0A7wTwfgBXAPyNvWyfMeYogH8B4BPW2rervtqS9rWm/6y1E2vt+wGcg4uS3lvx9bbcf4oMdLLaeVwC8LD4+xyA13bjwNba1/zrVQD/JxwlueapDPjXqzXtvOR/j9/fKexke6bbGGN6AI6hOa2XhLV2zQ9yBYD/Da4P96R9xpg+3ETwGWvtv/Rvt6b/Uu1rU/8R1trrAH4NwPehRf2nmA86We08vgDgcWPMo8aYAdzC6y/f7YMaY44YY+7h7wC+F8Bz/tgf8V/7CIBf8r//MoA/7RVNjwJ4HMDnPTVy0xjzXZ5//y/ENjuBnWyP3Nd/BuBX/brCwuBA5vEn4Ppw19vn9/UzAL5qrf2b4qNW9F+ufS3qv5PGmOP+91UAfxDA19CS/lMsgL1WeOzHHwDfD6eOegnAX92lYz4Gp2Z6BsDzPC4ch/5ZAC/41/vFNn/Vt/EChOIPwJNwg8xLAP4evNPJAm36Z3BU0AjuKfSjO9keAIcA/HO4xfDPA3hsB9r3jwH8LoBn4QajM3vRPgC/D45SehbAl/3P97el/yra15b+ex+AL/l2PAfgv93p/w93ev/pz3w/arekUCgUitZDaUCFQqFQtB46WSkUCoWi9dDJSqFQKBSth05WCoVCoWg9dLJSKBQKReuhk5ViqWCMscaYfyz+7hljrhlj/s2C+ztujPmL4u/vye3LGPNrxpgna/Y3Mc5t/DljzL9mrk/T4ysUijR0slIsG24DeK9P9ASAPwTg8h3s7zice/ZOYdNa+35r7Xvh3Ax+dJePr1DsS+hkpVhG/DsAf9T//mfgknsBTOsV/StvpPrbxpj3+fd/0hur/pox5mVjzI/5TT4F4J0+Gvrr/r2jxphfNMZ8zRjzmdhJ2xjzUWPMT4u//4IxRrpMEL8Fb3pqjDlqjPmsMeaLxtVGohP/zPGNMX/ZGPMFfw4/dScdpVDsF+hkpVhG/BycNc4hOKeCz4nPfgrAl6y17wPwV+BKOhC/B8AfhvOr+2ve2+6TAF7y0dBf9t/7AIBPwNU4egzAhxLH/+N+ewD4EQA/K79gjOkC+DCC1dYWgD9hndHw7wfwN/wkWDq+MeZ74ax+vhPODPbbawyJFYoDAZ2sFEsHa+2zAM7DRVX/V/Tx74Oz/IG19lcBnDDGHPOf/Vvr6hW9AWdgejpziM9bay9ZZ8b6ZX8sefzbAH4VwA8YY34PgL619nf9x6u+LMU6gPsB/Ip/3wD4H4wxzwL4f+EirtTxv9f/fAnAF+Em2MfzvaFQHAz09roBCsWC+GUA/wuA70G5hlBV2YZt8d4E+fu/yff+IVzk9jWUo6pNa+37/QT5b+DWrP4OgD8L4CSAb7fWjowxr8J5y8UwAP5Ha+3/mmmbQnEgoZGVYlnxjwD8dyKiIX4DbmKAMeZ7ALxhq+tA3YQryz4XrCvk9zCA/xxizUx8fgPAjwH4cU8XHgNw1U9Uvx/AOzLH/78B/Hnj6kTBGHPWGHMKCsUBh0ZWiqWEtfYSgL+d+OgnAfysp9s2EEo45Pazboz5j8aY5+CEG/92jmb8AoD3W2vfyuz7S8aYZ+DKxHwGwL82xjwNRy1+LXV8v271HgC/5XUdtwD8MELdJYXiQEJd1xWKBeHzsX7aWvvZvW6LQrHfoTSgQjEnfCLv1+HWp3SiUih2ARpZKRQKhaL10MhKoVAoFK2HTlYKhUKhaD10slIoFApF66GTlUKhUChaD52sFAqFQtF6/P8la5sXd6UKSwAAAABJRU5ErkJggg==\n",
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\n",
       "text/plain": [
        "<Figure size 432x432 with 3 Axes>"
       ]
@@ -3427,12 +3436,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": 37,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x432 with 3 Axes>"
       ]
@@ -3454,12 +3463,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": 38,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 432x432 with 3 Axes>"
       ]
@@ -3481,12 +3490,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": 39,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x432 with 3 Axes>"
       ]
@@ -3515,7 +3524,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 41,
+   "execution_count": 40,
    "metadata": {},
    "outputs": [
     {
@@ -3711,12 +3720,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 44,
+   "execution_count": 41,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 648x288 with 2 Axes>"
       ]
@@ -3741,9 +3750,165 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 42,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Help on function kdeplot in module seaborn.distributions:\n",
+      "\n",
+      "kdeplot(data, data2=None, shade=False, vertical=False, kernel='gau', bw='scott', gridsize=100, cut=3, clip=None, legend=True, cumulative=False, shade_lowest=True, cbar=False, cbar_ax=None, cbar_kws=None, ax=None, **kwargs)\n",
+      "    Fit and plot a univariate or bivariate kernel density estimate.\n",
+      "    \n",
+      "    Parameters\n",
+      "    ----------\n",
+      "    data : 1d array-like\n",
+      "        Input data.\n",
+      "    data2: 1d array-like, optional\n",
+      "        Second input data. If present, a bivariate KDE will be estimated.\n",
+      "    shade : bool, optional\n",
+      "        If True, shade in the area under the KDE curve (or draw with filled\n",
+      "        contours when data is bivariate).\n",
+      "    vertical : bool, optional\n",
+      "        If True, density is on x-axis.\n",
+      "    kernel : {'gau' | 'cos' | 'biw' | 'epa' | 'tri' | 'triw' }, optional\n",
+      "        Code for shape of kernel to fit with. Bivariate KDE can only use\n",
+      "        gaussian kernel.\n",
+      "    bw : {'scott' | 'silverman' | scalar | pair of scalars }, optional\n",
+      "        Name of reference method to determine kernel size, scalar factor,\n",
+      "        or scalar for each dimension of the bivariate plot. Note that the\n",
+      "        underlying computational libraries have different interperetations\n",
+      "        for this parameter: ``statsmodels`` uses it directly, but ``scipy``\n",
+      "        treats it as a scaling factor for the standard deviation of the\n",
+      "        data.\n",
+      "    gridsize : int, optional\n",
+      "        Number of discrete points in the evaluation grid.\n",
+      "    cut : scalar, optional\n",
+      "        Draw the estimate to cut * bw from the extreme data points.\n",
+      "    clip : pair of scalars, or pair of pair of scalars, optional\n",
+      "        Lower and upper bounds for datapoints used to fit KDE. Can provide\n",
+      "        a pair of (low, high) bounds for bivariate plots.\n",
+      "    legend : bool, optional\n",
+      "        If True, add a legend or label the axes when possible.\n",
+      "    cumulative : bool, optional\n",
+      "        If True, draw the cumulative distribution estimated by the kde.\n",
+      "    shade_lowest : bool, optional\n",
+      "        If True, shade the lowest contour of a bivariate KDE plot. Not\n",
+      "        relevant when drawing a univariate plot or when ``shade=False``.\n",
+      "        Setting this to ``False`` can be useful when you want multiple\n",
+      "        densities on the same Axes.\n",
+      "    cbar : bool, optional\n",
+      "        If True and drawing a bivariate KDE plot, add a colorbar.\n",
+      "    cbar_ax : matplotlib axes, optional\n",
+      "        Existing axes to draw the colorbar onto, otherwise space is taken\n",
+      "        from the main axes.\n",
+      "    cbar_kws : dict, optional\n",
+      "        Keyword arguments for ``fig.colorbar()``.\n",
+      "    ax : matplotlib axes, optional\n",
+      "        Axes to plot on, otherwise uses current axes.\n",
+      "    kwargs : key, value pairings\n",
+      "        Other keyword arguments are passed to ``plt.plot()`` or\n",
+      "        ``plt.contour{f}`` depending on whether a univariate or bivariate\n",
+      "        plot is being drawn.\n",
+      "    \n",
+      "    Returns\n",
+      "    -------\n",
+      "    ax : matplotlib Axes\n",
+      "        Axes with plot.\n",
+      "    \n",
+      "    See Also\n",
+      "    --------\n",
+      "    distplot: Flexibly plot a univariate distribution of observations.\n",
+      "    jointplot: Plot a joint dataset with bivariate and marginal distributions.\n",
+      "    \n",
+      "    Examples\n",
+      "    --------\n",
+      "    \n",
+      "    Plot a basic univariate density:\n",
+      "    \n",
+      "    .. plot::\n",
+      "        :context: close-figs\n",
+      "    \n",
+      "        >>> import numpy as np; np.random.seed(10)\n",
+      "        >>> import seaborn as sns; sns.set(color_codes=True)\n",
+      "        >>> mean, cov = [0, 2], [(1, .5), (.5, 1)]\n",
+      "        >>> x, y = np.random.multivariate_normal(mean, cov, size=50).T\n",
+      "        >>> ax = sns.kdeplot(x)\n",
+      "    \n",
+      "    Shade under the density curve and use a different color:\n",
+      "    \n",
+      "    .. plot::\n",
+      "        :context: close-figs\n",
+      "    \n",
+      "        >>> ax = sns.kdeplot(x, shade=True, color=\"r\")\n",
+      "    \n",
+      "    Plot a bivariate density:\n",
+      "    \n",
+      "    .. plot::\n",
+      "        :context: close-figs\n",
+      "    \n",
+      "        >>> ax = sns.kdeplot(x, y)\n",
+      "    \n",
+      "    Use filled contours:\n",
+      "    \n",
+      "    .. plot::\n",
+      "        :context: close-figs\n",
+      "    \n",
+      "        >>> ax = sns.kdeplot(x, y, shade=True)\n",
+      "    \n",
+      "    Use more contour levels and a different color palette:\n",
+      "    \n",
+      "    .. plot::\n",
+      "        :context: close-figs\n",
+      "    \n",
+      "        >>> ax = sns.kdeplot(x, y, n_levels=30, cmap=\"Purples_d\")\n",
+      "    \n",
+      "    Use a narrower bandwith:\n",
+      "    \n",
+      "    .. plot::\n",
+      "        :context: close-figs\n",
+      "    \n",
+      "        >>> ax = sns.kdeplot(x, bw=.15)\n",
+      "    \n",
+      "    Plot the density on the vertical axis:\n",
+      "    \n",
+      "    .. plot::\n",
+      "        :context: close-figs\n",
+      "    \n",
+      "        >>> ax = sns.kdeplot(y, vertical=True)\n",
+      "    \n",
+      "    Limit the density curve within the range of the data:\n",
+      "    \n",
+      "    .. plot::\n",
+      "        :context: close-figs\n",
+      "    \n",
+      "        >>> ax = sns.kdeplot(x, cut=0)\n",
+      "    \n",
+      "    Add a colorbar for the contours:\n",
+      "    \n",
+      "    .. plot::\n",
+      "        :context: close-figs\n",
+      "    \n",
+      "        >>> ax = sns.kdeplot(x, y, cbar=True)\n",
+      "    \n",
+      "    Plot two shaded bivariate densities:\n",
+      "    \n",
+      "    .. plot::\n",
+      "        :context: close-figs\n",
+      "    \n",
+      "        >>> iris = sns.load_dataset(\"iris\")\n",
+      "        >>> setosa = iris.loc[iris.species == \"setosa\"]\n",
+      "        >>> virginica = iris.loc[iris.species == \"virginica\"]\n",
+      "        >>> ax = sns.kdeplot(setosa.sepal_width, setosa.sepal_length,\n",
+      "        ...                  cmap=\"Reds\", shade=True, shade_lowest=False)\n",
+      "        >>> ax = sns.kdeplot(virginica.sepal_width, virginica.sepal_length,\n",
+      "        ...                  cmap=\"Blues\", shade=True, shade_lowest=False)\n",
+      "\n"
+     ]
+    }
+   ],
    "source": [
     "# lets check the documentation of kde plots\n",
     "help(sns.kdeplot)"
@@ -3751,9 +3916,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 43,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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P+tlkG7OwWvKwFViwWizYCvIpshVQmFoaMej1g/Sp+k4kGqW+sYmqzXWsr6xi5Y/rWLV2fc8yU0F+HvvO3oN5c2cze9Z0tIPksXjuxZe44577uf3mGzjt5BMHZQ67IkKYCH6RJ599jnsffJj3/vMa48eO6bO9lhY7S1esYMmyFSxdvoLNNbU97xUXFTFqZAUjyssptFmxWa1YU+vL/eUGDQSCOF3JFM4WeyuNTcmiVY1NybLr3YXBALKNRsaNHc2EceOYPnUK06ZOFsGrgn4jGo3h7EgtXThdOF0dtDtdOJzJbfe/250uIpHIz4436HXk5ZooyE+mGBfk51GQb8aSl4etIJ8CSx6ZWu0gfLLBIxaLsbFqMytWr2Xx8pV8s3gpPn+AjIwM5u41i6MPO4iD9t+HjJ0YN5RIJDjnwotYsXI1n37wDgWW/J127l0ZIUwEv8j9Dz/C0/96gbXLvh+QIMAOt5t16zewZt161m/YSFV1DXUNDVvFrEBSJGRlGXq6iSa3up4sDEmSSEs1DguFUw3BAsGexmDuzk6cTheBYPBnczCZciguLKTQZqWivJzxY8cwdsxoLPmD7woW7HoEg6EeQdHucPa8dmyxdWwjfqIbY5YhFddhIi81zKlhSaUa55lNg+YB2JWIRKMsXbGaLxZ9y38/X0ibw0lerokzTzme044/GmPWzvHSNjY1c9DhR3PyCcdx603X75Rz7uoIYSL4Rf7vnfe49oab+fzDdykrLdkp5+xuxd5ib6XZ3kKLvRW7vZUujxevL9mwy+f14fX7icfiyHIy+wI5+XSiVqvQaDRoNRo0qZFtzOrpmGoyZWMymbBaLBTabGRmDq+nSkHviMViuNydPRkrbe0OWh0O2tp/Wlppd7rweH0/OzZdqSQ3NwezaQuhYcpJvU5uk9/P7GFd32YgicfjfL14Kc+9/AZfL16KRq3mpGMO56Jzz8Rsyhnw89/w19t56533WPDxB8Jrsh0IYSL4RdasW88xJ53GQ/fexVGHHzbY0xEI+hVZlgkEg3S4O3G63DhcrtTSSkePh6NbdDg7fl69ValUkJebS745l/y83KSHw5zb4+nofm3MMgyrFPqhzsaqzfzr5Td456NPUGVkcM0lF3L6SccO6O+oqbmZ/Q45gosvPJ8rLr1owM6zuyCEieAXicViTJ+9L0cefhh33HLjYE9HINgmiUSCQDCEx+vF6/Pj8fqSr70+3F0eOrs8ycquHm+ymqu7E1dnsi5HOPzz+A1JksgxZqWWTXLJN5vINyert1ryzFjykhVoTdnGYS044vE4wVCYUDhCKBwmHk+QlpZcUu0ealUGel0m6UOweWNNfQO33/cPvvruB2ZNm8wDt92IzTpwjTPPufBiNlVV8dWnH4lmlr/BrwkT8ZMb5iiVSsaNHcOmqurBnopgN0GWZfyBIB6vl0AgiD8QwL/FNhgMEQgGUyNEsGcbwh8MJLfd+6cqjv5vGuz/IkkSBr0Oo8GAwaDHZMph9MhycozGnroc3csrZlMOOdnGYXfjkGWZjk4P7a4OnC437a4OHC43jg437k4Pbo+XLo8Xd1dyGwgGiURjv204hSZV7dWgyyTHmIXNkvfTKMijtNCKbSen+JaXFPOvR+7j/97/L7fd/w+OOeN8nnjwb0yfPDAN+U4+/lguvuJqFi9Zyt6z9xqQcwwHhtdfpmCbqFQqPB7PYE9DMIRJJBLY2xzUNzYllz3cbpwuN66O5E2uo7MLj8eLx+fD4/URj8e3y25GejoajToVL5TcajVqTDnZlBTayMzUkKnV9hT4Muh1GPT65A1Qr0Ov05FtzMKQCpQezni8PhpaWmmyt2Fvc9LqcGJvd9LqSC5XtTlc2xQamVoNOUYDWQY9Rr2ewoJ8jAY9mVoNGrUKjVqFSqVCrcpAqVAkY74SMjIyiXiCcCSC1xfA4/P1bJ0dnfywcg2tjq27KWfpdYwbVcGE0RWMG1XB9IljKSwY2HgMSZI44aj5TJs0gXMv+zO/u+Ay7r7lOo6Zf3C/n2v/ffdBl5nJhx9/KoRJHxDCREBnZ+ewKcst+HX8gQDVtfVU19RRVVNHbX0DdQ1N1De1/CylNSM9HVNOslqoKdtIaXEhWXo9WQZ9SkDoyNRq0Wo16FJbrTYpNDRqNVqNeth5LfpCPB6ntd1FfbOdxpbWrbfNrXT9T1BuRkY6BeZcLHm5TJ0wFos5lfWTm4PZlE2eKYfcHCOZ2oHL/onGYrQ5XDS3tlNd18j6TZtZt6mGF/7zPpFIFICxI8s4eO5sDt53L8ZUlA6YR6W8tJi3XniCi665kStvvJ14PM7xR/ZvXJ1KpeLAefvxyWdfcPvNN4jvdy8RMSbDnE3V1Rx29Alcd/UVnH/OWYM9nd2eaDRGp8eDu7OLzi4P4XCYUGqEw5Gei3VamoSUloaEhEKRhkatRqNRk5nKQsrUasjMTHoStBrNDl3Mw5EIzfZW6hubk6KjsSlZbbO2nmZ7a89+GenplBTZKC0upLSokNLiIooLrVjyzJhzc9APg2Z2O5tgKERDcysNzXYaWlp7Xtc322m2t/cUAgRQKhTYCvIpsVkosloosRVQZLNQaMmnID+X7CzDkP39RGMxqmsb+HbZaj5d9D3Lf1yPLMuU2Ao4dP85nHLUoZQUFgzIucORCOdd9md+WL6SZx++l332mtWv9j/57AsuuvwqXn7uafacNbNfbe9OiOBXwTZJJBJccsU1LFj4Fd9++SmmnIFPqdtdkWUZl7uTxqYWmux22tqdPc3SutNNuzwefP5Av59boVD0dHJVq1Q9XV7TlemkK5WEwmE8Xh9enw+Pz0coFN7qeF2mNik8SooYVVHGiLJSRlWUUVxoFU98A0Q0FqO2oZlNNfVU1dZTWVNP5eZ6GprtW1V31esye4RHsa2gR3yU2AooyBv6De+2F4erg8+//oFPF33PN0tXkkjIHHXQvlxx/ukU2/pfoHh9fk4+92KaWuy89/KzlBYX9pttvz/AjL3343cnn8iN113Tb3Z3N4QwEWyTu+5/kGeee1F4S7aTeDxOS2sbdVt4GhqaWmhobqGxqeVnHVk1ajUFlrxkqqk5l2xjFsYsA1kGAznGZGdbjVqFWqVCpcpArVKRkZGBBFt10I0nEgRDySBRf6qoXHdwqC/VJK1beHQ3UYtGo0QiUSKxKGqVCoNeR5Ze3xOXkZ+Xm/SEFBdhyjYO2SfrXZ1INEp9k52q2gaqahuormugqqaB2sbmHu+HQpFGaaGVkWUljCovoaKkkGJbAcU2C0aDftj9btocLp57411eePN94vE4Jx91CJeecyp5uf374NRsb+PwU86mrKSIN559vF97Bp19wUU0t7Tw2Qfv9JvN3Q0hTARbkUgkeOiRx3n8qWc449STueWG64bdxe/X6OzyUFPXQE19A5vrGqitb2BzbQMNTc1budI1ajVFhVaKbVaKbAUUpbaF1gIK8s1iqWOY4Q8E2VBdy5oNVazZWMXaymrqGluIpQKBJUmi2GphZFkxI8qKGVVewujyEsqLC1GpRNG1/6XN4eLR51/j9fc+IT1dyW1XX8Tx8w/s13N89PmXXHLtzfzpgnO4/A+/7ze7z/37Ze64+z4WfvIhRYW2frO7OyHShQU9eL1ervzzDSz4ahEnHncMN/3l2mF58+zyeKlvaqahsZn6xmZqGxqprW+krrEJ9xalxNOVSkqKbFSUFXPAvnMoKy7s8TTk5ZqG5c9uuBOLxWloaaWqtp6N1XVsqK6hsrqO+mZ7zz75uSYmjKngkH1nU1FSyMiyEipKC1GrVIM4812LfLOJ26+5mPNOPY7r7/4H19zxEGs3VnP9n87rt5op8w/cn6MPO4gnnnuJY+Yf3G9LOnvvtScAi5csFcKkFwiPyTDixzVrueovN9LQ2MRN113D7045abe9sUajMVpa22hobqGp2U5jSwuNTXYamltoaGqmy+Pdan9Lnpmy4iJKiwspKymirLiI8rJiiqwFIs5imJJIJGiyt1FV28D6qho2VNVSXddAfZO9x3OWlpZchhkzopQxFWWMHVnGhNEjyDebBnn2uxexWJx7Hn+OZ197m1lTJvDUPTdh0Ov6xXa7w8kBx57GHtOn8szD9/SLTVmWmTV3HnPnzOaBu+/sF5u7G8JjMszx+nw8+I/H+Pcrr5FnzuXfzz7JrBnTB3tafSIQDNJsb6XF3k6zvTU5WttS/9dGa7tjqyBCpVKBzWKhqNDK4QfPo6TQRnGhjeJCK8WF1mHXpVXwE90ekNqGJjbXN1FV28Cmmnqq6xoIbhEoXFJoZVRZMQfusycVJYWMKC1mVHkxGrV6EGc/PFAqFdzwp/OYMGYE197xEKdfdgMv/v0OjAZ9n23nmXO5+LyzuPcfT7B05Y/MnDqpzzYlSWLW9OksW7Gyz7aGI8Jjspvz7feLue6mW7G3tnL6qSdz1WWXoNf1z5PGQOIPBGhoaukRHU0tydHcYqfJ3kpn19YF4ZRKBQX5edgKLNgK8pMN/KwWigutFFqtWHajDAZB70gkEtQ321m/qYYNVTVU1zdSU9+0lQcEwGzKZlR5MhB1VCogdWRZMTrRDHJIsODbJVx0/Z2MKC3m5Uf+RlY/iJNgMMR+R5/MiNJSXn7q4X6YJfzrhX9z570P8N2Xn5Kfl9cvNncnhMdkGNLa1sbf7nuQD//7CWWlJbz58gtMndz3J4H+xB8IUFvfmAowbaS+sYnGZjv1Tc24Otxb7atWqygssGCzFjBpwlhsBRaslvyUCMkn3yyEh2BrWh1OVq6tZPX6Slatq2T9ps34UqXtlQoFxbYCRpQWccDee1BRUkhFSRHlxbZ+udEJBo55c2bx5D03ccG1t3P5X+/jmftu6fPfvkaj5vwzT+VvDz7G6nUbmDx+bJ/nOXXKZABWr1nLwQfM67O94YTwmOxmRKNRXnj5Vf7x2BNEYzEuOv9cLjj3bFSDGHQXjkTYXFvPxqrNrK+sorK6hpq6Buxt7T37pKWlUZCfR7HNSnGRlSLbT9ku1gILuTnZu208jKB/qGtqYdHi5fywcg0r126k1eECICNdybhRFUwcM5Jxo8qZMGoEI8uLyRDVjndpXnnnv9x476P84YwTufaPZ/fZntfnZ87849l/7714+G+39Nme3x9g0qzZXH7JRVz6xwv6bG93Q3hMhglLli3nplvvpLqmhv333Yeb//Jniov6r3DQ9hCNxqis3syqtetZvXY9a9ZXsrmuoad3ikqVwcjyMvacMZXy0mLKS4upKC2hpMiGKkOkTAq2H1mW2Vhdy8dffccnC79jU009ANZ8MzOnTGDq+DFMGT+KsSMrUGUIEbK7cdoxh7Fu02ae+PebTBk3moP37VtvGr0uk5OPOYIXXvsPN155CebcvgUwZ2ZqKSq0UbV5c5/sDEeEMNkN6HC7ueeBv/Oft9+l0GblqUcfZt5+c3eKhyEcDrNs1Rq+X7qCH1asYu2Gyp4286ZsI5PGj+Wg/fZh9IhyxoysoLS4UGS5CPpEm8PFu58u5K3/fsGmmnrS0tKYMWkcN152PgfM2YNim0V414YJN19+IWs2VnHt3x5i7MgyiqyWPtk79bijePal13nrg4+58Ozf9Xl+xUWFNDe39NnOcEMs5ezCyLLMhx9/yq133o3H6+W8s8/kkj+cj0YzcE25ZFmmqqaOBV9/x7c/LGPZqh8JhyMoFAomjh3N1EnjmTJxHFMmjKPQWiBuEIJ+IZFI8PWSFbzy9n/54tslJBIJpk0YwzGHzuOw/ffGlJ012FMUDBINzXaOPOcyyottvPHEfX2ucXLS7y+mo7OTz/7vpT5fv/5y8618+dXXLP7q8z7Z2R0RSzm7IU5XBzfddgeffr6ASRPGc/cdtzJ65IgBOZcsy6zZUMknX3zFxwu+ora+EYDRI8r53QnHMHvWdGZNmyKyFgT9TqfHy5sffMrLb31EQ0srJmMW5592HCcecTDlxaJwlQCKbQXcdd2lXHLj3Tz6/Gtccd7pfbJ39PyDuOlvD7Bpcy2jR5T3yZbJlEOH240sy+IhbQcQwmQXZNE333HVX27A5/Vx7ZWXce5ZZwzI8oi9rZ3X3nqPtz74hGZ7KwqFgj1nTOWc007koP32Id+c26cfMREAACAASURBVO/nFAjC4QjfLFvFu598yWeLFhOORJgxeTxXXXgmh+w3WwStCn7G/Hn7cPz8pTz2/OscuPceTBwzste2Dt5/Ljff9SAff/FVn4VJdpaReDyO1+vFYDD0ydZwQgiTXYh4PM7Djz3B4089w8gRFbz0r6f73UsiyzLfLVnOS2++w+dffUMikWCfPWdy2YXncMDcOWQbhctc0P+0Opws/G4ZC75dwrfLVhEMhTEa9Jxw+IGcdux8xo4oG+wpCoY4N1/xBxZ+t4y7Hn2Wlx+5q9ceCrMph8njx/LN4iVcduE5fZqTPlWd1ufzC2GyAwyoMJEkqQ7wAnEgJsvyDEmScoDXgVKgDjhJlmX3L9kQJOlwu7n0ymtZvGQpJx53DLdc/+d+jSWJxWK89cEnPPXiK9TUNZBtzOLc00/mtOOPprjQ2m/nEQg6Oruoqm2gsqaeqpp6Vq2rZN2mZOaCzZLH8fMPZN6cWcyeMVl4RwTbjT5Ty6XnnsZfH/gnC79fxv6zZ/ba1l4zp/HUi6/i8wf6tETdfY0OBIO9tjEc2Rkek/1lWXZu8e/rgC9kWb5bkqTrUv/+806Yxy5LTW0d5/7xUlrb2rjnjls54dij+822LMt8/tU33PfIk1TX1jNh7GgeuO0G5h+0/6DWPhHsegRDITo9Pjo9Xro8XlzuLuztTuztDlrbndjbnTS2tOFyd/YcY9BnMnZEOdf+8Wz2nz2TUeUlYi1e0GtOPfpQnnrpPzz72tt9EiYzp03mn8+9xLqNlewxfWqv7ajVyWtoKBz+jT0FWzIYSzlHA/ulXr8ALEQIk19k8ZKl/PGyK1Eqlbz83NNMS1UT7A9WrVnHnQ89xvJVaygrKeLx++7gkHk7J81YkOzR4gsE8Hh9eHx+vD4/Xl+AUDhMKBIhHE6NSIRYPEEiESceTxCLx0kkEr9oNy0tDUj260hLS6P7tylJUmok/y3LSWEqyzIyycyXRCJBPJ7aJhLEYjEi0SjhSJRoLEYkEiUUjhAMhQgEkyMYDOELBAlHItucj0atoiDPTEF+LvPmzGRkWQmjy0sYWV5MvujQLOhH0pVKTjt2Pvc/8QKb6xqpKC3qlZ3xo5MxKusrq/skTDLSk7WZIr/wtyHYNgMtTGTgU0mSZOBJWZafAvJlWbYDyLJslyRpm00EJEm6ALgAoLi4eICnOTRZ+PU3/PFPV1JcWMgz/3yk39pn+/wB7vr747z6f+9izs3hzhuu4cSj54v6Iv1IOByhubWdRnsrjS1tNLe243C5aXd24Ohw43B10NHp+W1D/4NSoSBNkYYiLW2bN/Sk0ICEnABZJpFIlgOQkbcSIt3HdgsVCYm0NIm0NAUKRRppaclzKJUKMtLTychIJ0OZTkaGElVGBvrMTPJyc8jUaNBo1Oi0GowGPUaDniyDHqNBR7YxiwKzCYNeJ8SHYKdx4hEH8cCTL/LRl99w6Tmn9sqGOddEtjGL6pq6Ps0lI0MIk94w0HeiObIst6TEx2eSJG3c3gNTIuYpSNYxGagJDlU+W/All15xDaNGjeT5px4nJzu7X+x+v3QF1/71Llpa2zj39JO57MLfizTfXhIOR2i0t1LX2EJtYzO1Dc3UNrZQ19hCm9O11b7pSiVmUzZmUzbFVgvTJ43DlJ2FUa/HoM9En5mJQZ+JLlOLRqVCrVKRoUpPbtPTSVcqejwhAoHglzHnZDNmRCmLV6zptTABsFnyadmibUZvSE9P3mKj0Wif7Aw3BlSYyLLcktq2S5L0NjALaJMkqSDlLSkA+vab3w1Z+PU3XHrFNYwfN5bnnnysX6K5I9EoDz7+DE+/+ColRTbe+NdjTJ88sR9mu/sSDkewO5y0tDqwtztosrfTZG+lobmVxpbWnl4s3eQYDZQV2ZgzcwrFNgtFBRYKrfkUWfPJM+UIYSEQ7CRmTh7Pfz7sW1EzS34eTS32Ptn4yWMihMmOMGDCRJKkTCBNlmVv6vXBwG3Ae8BZwN2p7bsDNYddkcVLlnLx5Vf3eEr0+r53Oq1taOSyv9zK2g2VnHrcUdxw1SVoB7A67PYSiUZxdnTS5nDR6nDh8wfwB4L4AwF8gSDBUIhYPIGcXIOgu0qxQqEgPT2djHQl6UolGRnppCuTSwwZGek9Sw/pSgWSlJZcokjFW8TjCcKRCKFU7EY4EsHnD9LR2YW700NHVxfuLg/tTvdWQZqQXPawmE0UWS3MmTk1KT6sFkpsBZQV2zCKrrQCwZDAYs7tiYHSatS9sqHXZeLzB/o0D5VYyukVA+kxyQfeTq0tK4FXZFn+WJKkpcAbkiSdCzQAJw7gHHYp1qxbzwUXX0aRzcpzTz7WL6Lkv18s5M9/vQulUsk/77+TQ+bN7YeZbj8er4+ahiY21ydHTX0TdY0ttLs66PR4f/G4dKUSrUaNUqGA7jiIVJxCIp4gHI0SjSYDM/ujrYLRoCfbaCDboMeab2bSmFFYLWas+clRkG+mwJyLSiUaDQoEQ53srKSX2d3l6bUw0WjUBAJ9EyYZqeuFyMrZMQZMmMiyXAP8LIVElmUXcMBAnXdXpa6+gd//4WKMxixeeOYJTDk5fbIXi8W4/9GneOrFV5kyYRyP3nsbVkt+P81228iyTE19E8vWrGf5jxtYvmY9tQ3NPe+nK5WUFBZQVmRj1tQJmE3Z5GYbseTlkp+bg0GvI1OrIVOr2aH6FbFYnGgsSiSSzB6JRKOEwxHiiQQJWUZOJEgkZOKJBEpFGqqMDFSq1MjIQKtWo1QqBuJHIhAIBoFgKCkENOrelzzoj4BtjTopisJCmOwQIg1jCODu7OScCy9GTsg8/9Q/yc/bZqLSdtPucHL5DbexeNlKTj/xWG646pIel2J/0i1Evl2+mu+WrmLp6nW4u5KZJtlZBqZNHMPx8w9kdHkJZcWFFFnz+9xga1solQqUSkXPRUAgEAxvur2xBp2u1zYS8QRpir49sGjUySXzoCiwtkMIYTLIRKNRLrniGlrb2nj5uacpLyvtk71vf1jG5TfcRiAQ5P7bbuC4Iw7tl3l2EwqHWfj9Mj7/+ge+XbqqJ/uksCCfA/beg+mTxjJj4jjKSwpFimg/IssyvkAQj9dPp9eHxxcgEAoRDkcJbREzE0/F5CS665PIoEhLIz1dQboyGZOTnq5ErcogU6NGq1H3bHVaDVn6zAERjwLBzqSuqQVrvrlPntBAMNjrZaBuROXX3iGuQIPMnffcz+IlS7n/rjv6VDxNlmWef/U/3Pngo1SUFvPKUw8zsrx/+ot0ebws+mEFC75dwhff/IAvECQ7y8CcGVOYPWMys2dMpthW0C/nGo6EI1Ga2xw02ttpanXQ5uygzeWm3eWmzenG0dFJp8dH/FeKqvUn3QLFqNeRnaUnz5RNnimbfFM2+bk55OdmY80zkZttRKEQmUaCocfGqlrG9LG/ksfrQ6/L7JON7mD8QEAIkx1BCJNB5PX/vMW/X32dc88+k2OPOqLXdkKhMDfceR9vf/gJB++/Dw/cfiOZ2r7VJglHonzxzWLe/PBzvlmygng8QXaWgcPm7c2RB+3LnlMnibiMHSAeT9DU2k5No53NjS3UNDRT02in0d5Gq9O9VQBvWppEbraRPFM2hRYzU8eNJDtLT5YukyyDLrnVZ6JRq1GrMlBnpKNOxct0F0eT+KnS608VXGNEYzGi0RihSJRAMIQ/lbngDwTxBoJ0eX10enx0ef24PV7cXV5qGu04OtxEY/GtPpNSoSA/N5uCPBMFZhPWvFys+blYzSas+bkUmE1k6TOF50ywU/H5A1TXN3LI/rP7ZKezy0NWP5Rq0Gq1+P3+PtsZTghhMkgsW76SW27/G3P3nsOfr7ys13aa7W388arrWVdZxRV/PJeLzz2z1/UyZFlm9fpK3v1kIe9+upBOj5eCvFzOP+14Dtx7DyaPG4Wij2uuuzvdAqSqrolN9U3JbW0jmxtaiGxRZMlkNFBaWMBeUydQaDFTbM2n0GKmqCAPc44xmY00hEgkErg9PtpdbuwOF/Z2F3aHi5Y2J3aHi1Ubqvl40Q8/Ey9qVQYWcw4FuSYs5hzyc3PIMxnJy8nGbDKSn/LGqEW2k6CfWLmukkQiwYyJ4/pkx9nRwbRJE/o8H61Wi08Ikx1CCJNBwNXRwZ+uvhabzcrD993V65v9khWrufiaGwlHozz10F0cMHdOr+wEQyHe+fhLnn/zPapqG8hIV3Lw3NmceMRBzJ4xWYiRbRAKR6hvaaOmsYXN9c1U1TexuaGFzQ3NhLcoplSQZ2JUaRF7T59IRYmNiiIr5UVWsrN2rZonaWlpmIwGTEYDYytKtrlPIpHA1emhpc1JS0q0tDk7aHV2YHd0sOTHDbQ53cTi8Z8dq1WryM7Sk51lwGTUk23Qk6XXYdBpMegyMaS8RPpMLbpMDTqtBn2mFn1mMoNLeGUE3axcuwFJkpgyYUyvbciyjNPlJtfUt+xIAJ0uUwiTHUQIk52MLMtce8PNuDu7eObxR3pd1fW9jz/nmpvvpKjQylMP3kV56Y73E7K3O3nprQ959Z3/0unxMmF0BXdffxmH7jcHQx/XVnd1wpFoj3eg1dGB3eGiqdVBbZOduqZW7A7XVssvhRYzFcU2Zk8dT0WJjVGlRVQU2zDohk+5/7S0NMw5Rsw5RiaPHbHNfbb0vCRHJw53Jx2dHtxdXjq6flo+6vL68foDv1mnJl2pQKfVkqlNBvBmaruFS3K75f/ptJoeYZOp1ZC5RfBvpia5NNZfIicWjxMIhgmGQvgDIXzBIP5ActnMl1o+8wdC+AIBfIEQ/mCQYChMMBQhEAqlmiWGe5bfepbiYvFULyR6Ap2Bnt5GSkVqKBWoVRlo1Cq0ahUatRqtWoVBp03W7THoyDLoyDboMRkNmHOM5GZn9SnFdiiwal0lI0qL0Peh1YY/VeDR3A/CJMtgwPMrNZsEP0cIk53MG//3NgsXfcMt11/HuLG9U/T/fuNtbrn7QWZNm8yTD95F1g5WHG1otvPws6/w3mcLkWU4eO5enHPy0cyYNK5fnzzDkSh2hwunuwuXuwtXpwenuwt3lzdV2TVMIJS8cAdDEeLxOAk5WW9ETsgk5ASKtGTMhFKRbC7XfcHNSE9VeE1XpgLMlCiVSjKUStKVCtLTlT81upMkJEhVfo0TjkaJRH7qmhsIhujy+XsyXrpviP9Llj6TUpuFWZPGUFpYQKnNQllRARVF1j5H7w8XtsfzsiXxeCLZgdkXoMvrxxcI4PUH8fkDeANBvP5A6uYeTN7wU8Pd5aXR3p78tz9AILR9dSQkSUrF66SjSk9HlYrfUSqVybidtLRUFWEJWZZTNXSSYiEWjxOJRAmmui//77LWr50zU6tGp9H0iAi1WoVOqyE3O6unwnF691ap7Gm+uGX36GQsUZxYKqYoFosTDId7xI7T3UUgGMLj89Pp8W3TcwXJ4GdTdha2/FxKbBZKrfmU2CzJ1zYLqoztrzE0GGyoqmXOzCl9suHqcANgyul7j7KsLAMNjU19tjOcEMJkJ+J0urj7gYeYNWM6Z5x2cq9sPPn8y9zzjyc4YO4cHr3nVlSq7X+6cbg6ePT513nt3Y9JS0vjrBOO4uyTjqKwoG+F17q8PtZsqmXj5nrqmlupb2mjvrmVlnZnT3fbLTHoMsnUqrd6isvO0qFIdbaVJKlHVCTkBPF4aiTiyRtALI7XH0g+Qaaqv0ZST5VbPl3GE4ltPm0nS9YrUaWEjVajJkuXidlkZESJjSy9jhyjnvzcHApyk3ERBXmmPj2BCXqHQpFGll5Hll5HUR8Sv+LxBP5gUrR4/cGUtyKIPxgmENo6CDiZeh0lnBKuoXBKNCe2TMNOfq+UCkVKMCh6XmvVajRqFRp1Bhq1Go0qI+mx0ahTBQST3hl9ppZMrQatWrXTl6K608+7vD7cHh8udxeOji6c7i6c7k4cHZ00tzn5ZNEPdHT99LSfka5kwsgypo4fxdRxI5k2bhQWc9+9Cv1FOBKlzemiyGrpk53upRddZt89x3lmM8uWr+yzneGEECY7kfsffoRgIMgdt9zYqwvRM/9+jXv+8QRHHHIAD9x2Y0/nyt8iHI7wr9ff4fEX3yAUDnPSkYdw6TmnYDHn7vAcYvE4K9dXseTHDayrqmVdVR2N9p/6MBoNOkqs+UwbP4pjD55LcSqYMzc7C5PRQHaWgYztnHd/IssyiYRMWpok4hGGIQpFWk+siiDppUnG6GgptPx6QUePz099Sxt1Ta2s3VTDivVV/PudT3n2zQ8BKC7IY95e09h/j6nMmjxuUD0qTlfS02HJM/XJTiAYAugXT6glP4/Ori4CgSBa7eD3KNsVEMJkJ1FVvZn/e+c9zj79NCp6UV/knY8+5W8PPcb8g/bnoTtu2u6A1NXrK7nqtgepaWjioH325LpLfk9ZkW2Hzt3c6mDRstUsWvoj365Yg8+fzMkvsVmYNLqc0448kPEjyxg/onTIBnVKkoRCIQSJQLCjGHSZTBxVzsRR5Rw5L5mCG4nG2FBdx4r1m/hm+Rpe/eALnn/rY7RqFXvPmMRh++7BofvssdNFSncJg0S8bzV/untihfuh+d7IERUAVFZVMXXypD7bGw4IYbKTuPfBh8nM1PLHC87d4WNXrF7Ln/96F3vOmMoDt92wXaJElmWefuUt7nviefJyTTz/4G3M3XP6dp/T6w/w/oLveP2jBayprAGSGSaH77sX+8ycxOypEzAael/uWfBzZFkmEouRrlD0OuVbINgZZKQrmTx2BJPHjuCc4+cTDIX5ftU6Fny/gi8Xr+DTb5ZyZ/a/OXn+PE454gBs+Tvune0N3R6JbcWI7Qi61LKt1+vr85zGjRkNwNp164Uw2U6EMNkJbKquZsFXi7j8kovIyd6xYCqP18tl199Kfp6Zf95/53bFlITCYa676x+89+lCDtt/Dnf95bLtcmHLsszK9VW8/tECPvjye4KhMKPLi7n+D6ez3x5TqSi2imWQ7USWZTy+AG0dnbS5Omnv6MLp9uDq8uJ0e3B2enB7fPiCoWQQcDCMPxTuiV1QqzLQqDKSpePVKsoL8xlTVsTY8kLGlRdRmJ8rfheCIYNGrWLentOYt+c0EokE3y5fwwtvf8Ljr7zDP199h/33mMZZxx3KnGkTBvR7q9NqKMg3s2pdZZ/s2Cz5ZKSnU1ld0+c52axWiouK+GLhIs447ZQ+2xsOCGGyE3juxZdRq9WcfupJO3zsTXc9SGu7gzeefWy7sm9c7i7Ouepm1lVu5uo/nMUfzzhxuy4Ey9ZWcufjL7J642a0ahVHzZvDKYfPY9KYil5fSBxuDzVNdlqdnbR336DdyRu0P5hMhwyEkimRoUgUWU7FgCAhpUmkSRKqjPSeG7QmNbpTQQ2pOhb6TA0GnZYsnTZZFVWnTdW/0JKpVvWr9yEai9Hp8dPhSQYNOt0eWl1u2lzJz9fqctPu6qKto3OreibdqFUZ5Br15BoN5OVkUa61oFWr0GpUZKpVqDLSicRiqVTRCMFwBG8gSHWDnc8Wr+4RLvpMDQfvNYVrzj6OvBxjv30+gaCvpKWlsc/MyewzczLNrQ5e/fALXv/oS7645k7mTJ/I1b8/+RfTyfuKJEnsPXMKn3z1HZFodIe6lG+JSqVi/JhRLF+9pl/mdNjBB/LsC/+mw+3e4YfT4YgQJgNMOBLho48/5cj5h5Jt3LEbyNKVP/L+x5/zpwvOYeqk8b+5v8fn56zLb2RzfRNP3XMTB+y9x28e4+jo5J6nXuGtTxdhyc3h9svP5egD90a3A0FasixT29zGsvXVbKxtorKumU11zbi6ts7d16gyyDMZMWcbyMnSJ7NyUnUW1BnJIllbNqBLJBJEorFk+mU4khIyYZranXh8QTz+ZP2H36pzodOoUzUt1D2poBnp6ajSlWSkp6NUpG3V9E5GJpo6byDlzQiEwqn01G33vFCrMsg3GbGYjEweXYYl10hejpH8HCP5uUbycrLINRrI7EMwXSAUZlNdMxtqm1hVWcO7X/7Ap9+v4tqzj+PUw+aK5Z/dHFmW8QVDdHn9RKIxYvFkhlo0HieRSKBWJcVtt8jtz5osvcVmMXP1uadw6RnH88r7n/HYS29z7MU3csBe07ninBMZN6K03895+Lx9ePODz3j9vU844/jet/rYb+89eeifz1JdU8eI8tI+zemYow7nyWef4/l/v8KVf7q4T7aGA9JvXdSHAjNmzJCXLVs22NPoFV9+tYjzLvoTzz7xKPvts/d2HyfLMiec/UdaWttY8M6raH7jhhaNxTj7iptZumotz9x3y2/Gk8iyzItvf8ID/3qdcCTCeScdwUW/O3a7b5zeQJCvl6/jy6Vr+G7VBuzOZDS8RpXByBIro0ttjC4tZGSxFas5mzyTEZ1G3e8XykQigS8QwuMP0JWqddHlC9Dl8+MLhPAGgvhSdS68/iChSDIFNBKJEo7GCEciJGQ56aWRSM1PIl2pSHoyUmmfWrUKnVZNTlayMJUptc3J0mMxGTHotDv9JlDT1MpNj73M96s3MnVMOQ9dcx7FBeadOgdB/+ENBKlvaae+pZ06ezuNdifN7S46PF46uny4u3xEYrHttqdIS8OcbcCSm02BOYeCVPPFcls+o8tsWEzZO/076wsEeeGtj3n6jQ/w+Pwcsf9srrvwNKx5/ReDIssyp158HZvrm1jwxtO9TvPvcHey9+EncPhB87jv1uv7PK9Lr7yGr77+loWffii8JoAkSctlWZ6xzfeEMBlYbr/rXl77z1us/P5rMnYgQn3Zqh856fcXc8f1V3PaCUf/5v4PP/sKDz/7MvffdCXHHXbAr+4bCke48q5H+XjREubOnMzNl5xFeZH1N88hyzLL1lfz4nsL+PT7lURjcbJ0WmZPGcucKWPZc9JoSq154sl9JyLLMu8sWMxtT76GKiOdl/52FSOKRafnoUwwFKa6sZVN9c1sqm/u8TC2ujq32i8320BhngmT0UBOVlIEm7L0GPWZyYKCqQqvCkUairS0ZGPGUAh/MIw/GMIXCNHm6sTudGN3dGB3ugmFf8oyMei0jC6xMarUxuRRpUwfN4JSa95OESsen59n3viAp9/4AEmSuODkI7nwlKP6rers6vWVnHDh1cybPYt/3nVDr69JdzzwCP96+Q1eeOwB9tlrVp/mVFW9mSOOP5mDD5zHP+6/Z9C9WYONECaDyIm/OwtJknjjped36Lhrbvkbnyz4iu8/efs3OwWv2VjF8edfxREHzuXBW67+1X07PT7Ov+FeVqyv4i9/OJ1zT5j/m38gkWiMd75czIvvLWB9TSMGnZbjDtiLQ+dMY9rYiiHXcG44sqm+mTOufwgZmZf+diWjSnYsJXywkWU5Waq+owuHuwtXpxePv7uSa6qyazBEPJFI7Z9ccgNQZ6Tij9TJbU/ZdX0mRn2ydolRryXHoN+p6auhcISGVgfVja1U1jWxqa6Fyrom6u2OnuXHjHQlI4utjCqxMrLEmqyyas2jpMCMtp9Lw3f/jKsb7FSmBFH38AWSS5Qmo57p40YwY9wI9po8hrFlhQP6oNHc6uDup17mw4WLKTDncO0Fp3Hk/rP75ZzPv/Eet/39SS468ySu/sNZvbIRDIY45ozz6ejs4qPXnsOc27f6KP98+lnu//sj3HHLjZx60gl9srWrI4TJICHLMpNnzeH4Y4/mluv/vN3HRaMxpu0/n8MPnsfdN1/3m+c46Q/X0Ghv45OXHv/VANlQOMLpV93O2qo6HrrhEg6b+9sxKJ9+t5I7n3mDxlYno0psnHXUPI7ef49+v2gK+s7mRjunXfcA3kCQq886lrOPmjekvFe+QIiaplYa7A7q7e3U2x002B00tTlxuLt+sYR7ulKBXqtBq1GhSEuDlJDultPhaCxZdj1VsfXXyNSoejwP3cty2QYdRn1mz1an1aBVZ/TEP2lUGSjS0ognEsQTCRKJBPGETCAY6gmCdnt8uLq8tDk7k5+tpX0rD0hamkRJQR6jS22MKrGlljptlBTkoVAM7u8okUiwuamVZeuqWb6+mmXrqmlodQBJr80+U8cxd/oE9p42DtMA1Sla8uMG7njsRdZW1TJhZBm3XvZ7po4b2Sebsixzwz2P8Np7n3Dp70/l8nN/1ysvRWV1DceeeQHlJcW89MTfMWb1rr8ZJH/W51x4EUuWLuf5p//JHjO3eV8eFghhMkh4PB6m7jWX66+5inPPPmO7j+texnn8vjs49IB9f3Xfb5au5MzLbuS2qy/i9OMO/8X9EokEf7r9H3z01WIe++sVvylK3B4ff/3nq7z/1RLGlBVyzdnHsd+M3qf6OTu9bG5up6bZQWObK/k0HAzh9YfwpoJLFWlpKBVpqX4gCjKUCgw6LTmGTHIMmWQbMsnRZ2IxGbHlZZObpRv27tD/pc3VyfX/eJEvl65hxvgR3H3ZWZQX9q08947iD4aobW5LLlXUtbCpoYWq+haa211b7WfOzqLEaqYoP5c8k5G87CzycrIwpwKFDToteq1mh7wc8XiCYDhCl89Pp9dPl9dPZyr2qDtWoyPVLLCjy0eHx0enx0cw3PdCWpIkYTLqKSnIo9RqpqQgj+ICM2U2CyOLC1CninbtCrS5Ovl21Xq+WraOb1aux+3xIUkSU8eUc8jsqRwye1q/xzPF4wneX/At9z79Km0uN6ccPo9rzju1T/WSYrE4N9z7CG9+8BlnnXAkN11+Qa/E+qLvfuCCK/7CqBHlvPTEQxj0vRdonZ1dnHTG2TicTt586QVGVJT32taujBAmg0RV9WYOPfp4/n7f3Rw5/9DtPu6xZ17kgcefZsWXH/6mOj/zshuprmvgyzef/dUL+NOvv89dT77MdRf8jgtOOfJXbW6obeL8vz5Ce0cXl556BH846VDSldufwCXLMpsaWvl86Tq++7GKyvpWXJ6fChWlKxUYMjXotWp0GjU6bTLIVJZlorF4asSI1FW5iAAAIABJREFURON0+QO4PX58wZ83YdOoMijMy6YoL4eSglzKrGbKrGZKC3Kx5hqHlLdgZyLLMm8v+J7bnnwdXyDI5FFlzBg/gpnjRzJ93Aiy+1gYL5FI4HB7aGpz0tjmpLnNRb3dkQzabGnH4e7q2TdDqaSsMJ9RJTZGlVj5f/bOO7yp8n3jn5O26cpokzTp3gsoyB6CyHKAE7c4UfDn3nt9xYFbxI2KuFBRpiiICjJkyJJNGd0zbUabdCVtcn5/nLSMJh0MAeW+rnMd6Hnf05M0Oe99nud+7ic1PqplwT6Zom4OZ6MU+bDXUuPpl1PnicLUNzhxuaWGks16Dj+ZjKBAuaT9UCkJVytQK0L+lWlNl8vNjpwCVmzcwW9rt7AzpxCArNR4Rg/py4VD+xIXeexISk1dPe98MZsZcxajVIRwzw2Xcd3F5x5xKwtRFHnpnU/5bNZ8Rg7pz+tPP0hYJxufAvzx51puf/BJUpIS+OTtV4k5ih5jxSUlXDHuJgICAvhh5udEGo6uX9mpiNPE5ARhy7btXH7tDZ2uyLnnsf+xfXc2y3+c1ea4sgoTQ8bezD3jr+X+Cdf5HJdbWMqYiY9xdv8z+Oj5h9qMMixbv437Xv0YRUgw0565ix7piR26ZpfLzbqd+/l9/S5+37CT4goLAN2SY8hKjiU9PpKUWD0pMXqitGGdDl87nI1Y7XWYq+2UmaspqbRSVG6mqMJCkdFCQbmJuoYDT72Bcn8SDBJZSYzWtRCWxCgdEWHK/wRpqbBUMXPRCtZsyWb73vyWio60+ChS4qJaVRcF+PvhbGySui97GiHaa+sxebpCm6rsVFqrMZqrcDYeWh2iC1eRGK0nMdpAYrSepBgD6QnRJETr/5WL9X8ZReWV/LJ6M4tWbWLr3jwA+melM3bkQEYP6YPqGDW7zM4tZPKHX/Hnpu0kxkYy6Z7xnNXvjCM6lyiKfDl7IZPfnY5ep+HdFx6jZ7fOd3dftW4Ddz36DMFBgXzy9qv06HpkHeIBdu7OZtxNtxIdHcV3X3yG+ihSRKciThOTE4S1f23g+lsmMnPGJwzs36/D886/8kbiYqL55O1X2hz38cw5vPL+Zyz7/hMSY71X1YiiyHUPvcDunAKWfPYGeq3vMrW5S9fw6JTP6Zocx8fP3k2krv2SNpfLzcI//2bqrF/JLzMRKPdncI90Rvbrysi+XTFo1O2e41hAFEUqrDbySivJKzWRW1pBfqmJ/DITBeWmQ/QLgXJ/4g1aEqN0JETpiDdoidVriNWHExMRflI9yR8rOJyNbN2bx4ad+9i4cz+lFWapBNVe47UD9MHQqBTowlXowtXowpQYtGHEGnTEGXTEGnTE6DXHrJriNE4tlBjNLFj+F3OXriW3uJxAeQDnD+7NNeefRf+s9KNOtYqiyIr1W3j+/S/ILy7n/KH9efy264iPPrIIw9Zde7j76VeoMFm4b8J13Dbu8pb+Oh3F3pw8br33UcxWK68/9yQXnDviiK4FYM269dx6+110z+rGF598SHDwf6fJ32licoKweu06bpxwO7O+nEHfPr06NEcURbqeOYrrrxzLUw/e3ebYq+54lPr6BhZ+/o7PMSs3bOXmx17muXtu5saxvtNJa7bs5uZnptK/ezofP3tXu4uzKIosWbedKd8uYW9ROZmJUdx1+UhG9O160i3sTS4XpZVV5JVWUmg0U1BuprDcREGZmQKjCYfz0Kd/rUpBjIekNO8l4qIh3qA56V7f0cDtdmOrrcdSbaexyYU8wB+5v7+0D/AnJDiwU2m80zgxEEXxhOqtRFFk2958Zv++hh+X/4W9tp70hBhuuHAYl44YeFTGgiAZVX4y6yc+/HYBLpeLm8aez13XX4ZK0fnoTLXNzlOvvceiZX/Sq1smrz/zIMnxnatiqzRbuPPhp9i0dQd3jL+eB++c0OHGqodj8ZLfuPfhxxg8cADT3p9KoPzU0SIdDU4TkxOEIyEmlSYzA869lP89eh83XeO7nKzKZqfvmHHceeNVPHibd2GtKIqMvfNpzFXV/P7FFJ8alLwSI2MfmEykNozv33is3VDsjpxinvpoNtv2F5EcE8ED157PmEE9Tsn0iNvtxlRVQ3GFheJKC8UVVoqMFkoqLZRUWimptLYiLvpwFfGRWhIitSRFR5AWZyAtLpJ4g/aEV1icxr8T9Q4newvL2Z1fyv4iI0arjUqrHbNHwGu11yGKokf/IuDn54e/nwytWkGkVi2RbM/WJSmajPioI9ZstHutDQ4WrtzAVwv/YGdOIYqQYK48dzA3XzziqLUoRpOFN6bPYu6vKwlXKXhg/FVcfcGII0oX/vT7Sp594wPJ1+m2G7j5yos7FT1xOJ1MevVtvpu3kOFDBjHlpWdRKY9MvzV73gIee/p/nDdqJO9Nef2UvJd2FqeJyQnCkRCTTVu3c+X4O/l06quMOOtMn+N++n0l9z77KnM+fpNeWd7znH9u2s6Nj7zE5Acncs2F3k3XGhxOLn/oZcpNVSyY+hSxbXQBFUWRb5as5fnp8wlXhfLwdaO59Ow+/2oNgSiKmKprKKmwUnRwtKXcTKHRTLn5gNAzUO5PSoyejIQoeqUn0DsjgYyEqH/1+3Maxx6OxiZ25hSzeU8BW/YVsDu/lPwyU0vKLThQjkGjIiJchVatQKuS/FoEAdxusaWsuanJjanaTpmpitJKK+UW2yH+Kd2SYuiZHs8ZafEMzEo55mlXURT5OzuXLxcuY9GqTYiiyJiz+nL7lefTJTnuqM69Y28eL37wJeu37SY1IYbHbhvHiIG9Ox01qjBZeOq1d1n653qyMlN59cn76ZKa1OH5oigyc/Z8nn99KgmxsXw69VUS4o7MQ2jGl1/z4qtvcMdtt/Lwffcc0TlOJZwmJicIzcTkuy8/o1+f3h2aM3/Rrzz49Av8OvurNvszPPLiFH5ftY6Ni77xGUK84ZGX2JtXxMpv3vUZLXnq3a/4dvFKPpt0L8P6dff5++odTp744AcWrNzM2b0ymXL/OMJV7Xcs/rejtt7BviIj+4rK2VtUzr5CI7vyS6i0Sn2CQoLknJEaT6+MBPp1SaJ3ZiKq0P9OHrk9NLlcmKtrqLLXUV1bL+1r6qiuqafe6aTBIbUQaPC0EGhOWcgEAQSQCTKCAwM87QPkhARJ3ZjVihC06lDClQq06lBUocEnbWl5ZZWdzdn5bMzOY3N2PjtyinF6NFExEeF0TYqmS+KBLc6gOaIn6sYmF6WVVnbklrBlXwFb9xWxI6e4pVS6S2I0w/t04fxB3clKjj2m71e5ycqMBb/zzaIV1NY7OLtPFndcNZr+3dOP+JyiKPL7mk28Mm0mecVlDOzZlccmjut0g0BRFFm07E+ee+sjbPYa7h5/DbffcGWnUph/bfqbOx5+GkEQmPbWZPr27NHZl4Moijw96UW++2EOU157mYsvGN3pc5xKOE1MThD+XLOWmybe0amIydRpM3jn4xnsXP0bQT60DKIoMuiSG+nboyvvvfiE1zG7cwq4YOJjPDLhWu4Y593S/tc1f3P7ix9w2xXn8fgtvtNG5eZq/u+VGWzPKeaBa8/jrstHHnGo0WixsTWnBKPVjqm6FlN1DZXVUihaEATk/n7Im31MAvzQqkIxhCvRhysxeLY4fThB/6CDZ2chiiIllVY278lnU3Y+f+8pYFdeKS63G5lMIDMhin5dk+nfNZkB3VLQqo+ufPdkRYOjkRKTldJKK6Wep/YyUxVGq40KTyrCYqttswmjTCYQJA8gWC4nUO4vmas1N3n0bPUNTuoczjZFvP5+Mkm4q1ETqVFj0KqI1KiJ1IYRpQsjSqsmUhdG4HFKbzTDVltPTnEFu/JK2LQnn83Z+RSUS/4u8gB/eqTE0isjkT6ZifTOSCAi/PhWajS5XOwpKGPVlr0s35zNxt15uNxuYvUaLhrSkytH9icp+tiVAlfba/l60XI+n78Uc7Wdft3SuGfchQzu2eWIiVBjUxPf/byMd76YjbnKxuihA3h4wjUkxXauNYOlqprn3vqIn35fSVZmKm88/SDpyQkdnp9fWMyt9z1KmbGCD19/ibMHt29geTiczkZuuPU2svfs5ed53xMbc2o5OHcGp4nJCcIfK1cx4Y57mPPtV/Ts4TsacTDue3ISm7fuYNXPP/gcs3tfLhfcdA+vPnk/V154jtcxj7z6AYtX/MXqWe+j9pL3rLTaGH3H/4iK0DDnrSd85pt35ZVwy4ufUlPnYOqD1zOyX9cOvY5mFBgtrNuVz4bsAjZkF1JYYW05JgigUYagUysIV0q6lmYfE2eTC0djE2ZbLbbahlbnjdKoSIrSkhipITFSS3K0lpRoHbERYSdl6qSuwcHfewvYsCuPDbty2byngAaPS2lmYhSDu6cxICuF3hmJpwxRcbvdlFuqKTJaKDKaKTJaKPT8u9BobokaNUMQBIlgaqTqHn24Cn24kohwFWHKEMIUnk0Zgio0mCB5AAH+fh1asERRxNnYRG2Dg7oGJ1Z7LZbqWsy2Gqy2WszVNVRYbZRbqjGabRgt1djrWn+utGoFBo3Kc21SukQfrkSjCvV0qQ5q2QcGBLSQqua7qMPZ6NF91GKprsFsq6HUVMX+YqOkDbHYWn6XLkxJ38xEemcm0icjkW4pscedGLUHq62W3zfsZNGarazcsge3W2RAtxSuHjWAMWf2OGaW/vUNDmYt+ZOPZ/9CubmKXpnJ3H3thUdl4lhTV8/0H37mk1kLcTY2ce2FI7n7hsuI0HSuq/uiZX/y7BvvU1Nbx/0TrmfiuMs6LGw1WayMv/sh9u7P460Xnzmiip2S0lLGXHolXTIzmDnjkyMW1Z7sOE1MThCW/LaUO+9/iIWzv6Nrl47Vu19wzXgitBo+f/9Nn2Pe/2IWb077knU/foVep2l1vMJs5axr7+baC0fx3L3jvZ7j9hc/YPmG7Sx89xnS4r2XGu8vMnLVU+8RHChn+tMTyEzo2BNIY5OLX9bv4osl69m0twiQCEi/zHj6ZSbQOz2OGK0ajapjhlR1DU4qquwYrXbKLTYKjVbyys3kl1vILzNjralvGRvgJyMxUktKjI7kKC1Jni05StdCfk4GOBub2JFTzNod+1m7fT8bs/NaRLZxBg3dU+LonhpLj5Q4slJiT0j6RxRFqmvqKaowe8iHhWKPb0yh0UxJhaUl5QBSdCNKG0a8QUtcpIY4vZaYiHCiI8KIiQjHoFET0MnSzOOJ2noH5ZZqykxV0maW/l1hqabCaqfCasNUbW+3nLo9hAYFkhKrJzXWQFqcgdQ4AxnxkcTqNSdtegnAaKlmzh8b+WHpevLLTGhUoVx33pncOGYwurBjY03vaGxk9q+r+fD7xZRWWuiSHMvtV45mzJC+Rywkr7RU8c6Xc/jup6XI5QHcfNn5/N81F6NSdDz1bLJU8cwb77Nk+RoG9OrO1EmPer3XeoPNXsPE+x9n09btvPvqJEaPHNbp1zB3wUIeefIZnnr0IW65qeOu4acSTigxEQTBD9gIlIiieKEgCEnAd4AG2AzcIIpim37Qpyox+X7OPJ54dhKrfltMdHT7i7rD6aT7kHOZcMM1PHrP7T7HXTbxQdxukfnTp3g9/tZns3h/5nyWfTmFhJjWduRL/9rKxEnv8ej4y7j9Su95zJJKK1c+8S6NLjc/TL6bxKj225Kbqmv4Zukmvvl9I0arnQRDONeN6sfwXmmkROuO2024qqaO3FIzOaUmcstM5JRKW6HRSpPL3TIuTBFMUpSWBIOGpEgNCZ5oS4IhHPUJ1iA4nI1s21/E5j0FbNtfxPacIoqMlpbjUVo1ybF6kqP1pMTqSY6OwKBRo1FJDeo6GyVyNDZhqa7BVG3HXFWDubqGcks1pZVVlJqsLfvDHXfVimDi9FriDBriI7USCTFIpdQxEeHHrdLjRMHlcku29TV11NQ5sNXVY6+TOvc6GpsQoOVz05yK1KgVaFUKwlWhaNUKFMGBJzUBaQ+iKLJm+z4+/+lPlm7chTzAjytH9GfCxWeT0IH7QkfgbGzix+V/MW32L+QUlZMQref/rjiPsSMHERhwZFGavOIy3v78B376Yy1hSgX33ng54y4e1WHtiCiKzF28lGff+ICQ4GDenvQIg/v27NDc2ro6br7rIbbtzGb6u68zZEDneuKIosjEu+5l3foNLJ4/h7jYf19K56iIiSAIBmAyEC2K4mhBELoCg0RRnN7BX/4g0BdQeYjJ98BcURS/EwThI2CrKIoftnWOU5WYTPt0Bq9Nmcq29WsI7YAb4rZd2Vx6/UTefWWSzxBghcnCwItv4IGJ13PP+GtbHXc4nQy++i56d0vn4xcfaX28sZHz/u9/BMr9Wfjus14XElttPZc//i5GSzWzXrqLLoneIyrNaGxy8cH8VXzw4yqcjS6G9kjh5vMHcPYZqSe07K2xyUVxZRV5ZWZyy0zklpkpKLeQX26m1Gw7ZKwyJJB4fThxni1BH95CXKK0Kql53D8Mq62WbTmSQDGnpIKc4grySiu9piBUocGEK0MIkgfg5yfD388PmUzAXybD2eSSrNUdjS16DF+9YTSqUKJ1UpQjWieVl8YZNC3k47Rw97+NnGIjHy9Yzvzlm2hyuzm3fxYTLjmbPpkdr2RpC263m1/XbuGDWYvYsb8AbZiScaPPZtyYszFoO5eSacau/fm89OFXrP17J4mxkTwy4VrOP6t/h8nivrxC7npqMrmFJTx+53huvXZsh+ZW2+xcM+FuikvLmPPFNNJTOvcelZaWcf4llzNoQH+mvfd2p+aeCjhaYrIYmAE8JYriGYIg+AN/i6LYrmhCEIRY4AvgJeBB4CKgEogURbFJEIRBwHOiKJ7X1nlOVWLy3Isvs+DnRfy9dlWHxn/x3WwmvTaVPxfNJjrSu7PhzHmLeOb191n81ftkpCS2Oj77l+U8+tpHzHzzGQb16tbq+Ec/LOa1GXP5avKDDO7ZpdXxJpeLW178lLXb9/PVc//HwKy2Fe67C8p55KP57Mwv56JBWdx3xTBSoo/NU9TxRIOzkaIKK3nlFooqrBQardK+wkpRpRVn44EUhdzfjzh9OElRWlJjdKTGRJAaE0FKtA5F8D9rtiaKIpVWO7mllVRabVjttZKewlaL1VaLs9F1oFzU5cLlchPg709wkJyQQDnBgQEEBcoJU4RIpaZqBRFhSmkfriT4FGo0dxonDkZLNV8uWs3MJWuorqmnd0YCEy8Zxjn9s46Jl48oiqzespvPFyzljw3b8ZPJuGBoX8ZfMqrDbTIOP9+ydZt5/ZNv2ZtfTK+uaTx7100druCpq2/g4Rfe4pflq7l8zChefPTuDultyisqufi6CYSGhDD/q4/b7P7uDe999AlT3n2f2d98Sa8zOl/pczLjaInJBlEU+wmC8Lcoir08P9siimK7MS1BEGYDLwNK4GHgZmCdKIqpnuNxwGJRFLO8zL0NuA0gPj6+T0FBQXu/7qTDhDvvobzcyE9zv+/Q+Hsf/x+btu5g9eI5Psfc/MAzFJaWs/S7j1uxdlEUueT2J3E2NbH409daHTdX2xl+y5MM6JHBJ//z7ir74mcLmL5wJa/cdRVXj/KtKhdFkS+WrGfy10tQhQbz0oQLOa9fa6JzKsLtdmO02iUNS7mFAqO05ZSYyC8303hQeihaqyIjzkBGvJ70WD0Z8QZSonUnXMR4MqHJ5aKiqoYyczXlFjtWe50kDrXXYbXXYa2pp97hpK6hkXpnI/UOJw2Hmdo1I0juT3CgnJDAAIID5YQGyQlXhqBVhaJTh6JVSVuUVkWcPvwfJ47/NdQ1OPhh2Qam/7iCIqOFmIhwLh/el8uG9T1maZ6Csgq++HEZs39dTU19Az0zkrjqvCFcOLQ/ipDOOcq6XG7m/LqCKZ99T4WlqlMdjN1uN+989i3vfPYNA3p155PXnkXRgUj4xi3buO62+xgysB+fTn21U2m92to6ho++kMz0NL78dFqH550KOFpishy4HPhNFMXegiAMBF4VRfHsduZdCIwRRfFOQRCGIRGT8cDaw4jJovaiL6dqxGTE6IvompnBe1PeaHesKIoMPO9SBvbtzdTJ//M6xlZTS78x4xh/9SU8ftctrY5v25PDpXc8xaT7buGGS85tdfyVz2bzyZxfWfLhJFLjW2telm7YxYTJ07lxzGAmTbzM57XWNTh58tOFLFi9nRG903n9/y5B8x/xNGlsclFYYWV/SSX7iivZX1JJdqGR3FJTC2Hx95ORHqsnKymKbklRZCVG0SXB8K+NRoiiiNVeR4HxAJHL90Siysw2jFY7bi/3GVVoEBplCOrQYEKDpGhOcGAAIYFy5AH+klfJQXCLIg5nI3UOibzUORqprXdgranHVF3jlcyEK4KJjQgj1hPxSouJID02guRo3Uldcn6qweVys+Sv7Xz76zpWb9uHKIr0zUxk7PC+XHDmGaiPwDr+cNjr6vnh19XM+mUl+wrLCAkK5JLhA7jhwuFkJsV26lw1dfW8/fkPfDH3F9TKUB677TouP29oh1LP85f8wSMvvkX3zDRmvDmpQ1GQz7+dzfOvT+X5Jx7k+ivHdupap02fwWtvTe1UEcWpgKMlJr2Bd4EsYAcQAVwhiuK2dua9DNwANAFBgAqYB5zHfyCV43A6yeozkDtvm8AD99zZ7vjcgkJGjb2OF598mHFXePcdWfjbCu7732t8/9Hr9O3Rumz3yTc/ZsHS1az9/sNWPSTM1XaG3vw4557ZiymPTGg1t7bewci7XyFcFcr8V+/zGaZ0NjVx4+Sv2JBdyINXDeeOi4f8J+yT20Njk4vcMhN7iyrYXWBkR34ZO3JLWyqGZIJAWmwE3RKj6JYYSdfESLrER6JWnDqaDbfbTYmpmv0llewvMbG/tJKcEkloXHVQZZQgQLRWTbw+nGidmiitmiitimitGkO4Ep06lDBFyDGv0KlrcGK2Sd44JaZqiiurKK6soqjCSlFlFYVGCy5PhY0gQFxEOOlxerokGMiMl7YEg+aE6In+TSg1WVmwYjNzl29if7ERub8fZ/fOZFjvLpzdO5OYiPabg7YFURTZsieXbxevYuGK9TicjfTtlspV5w5h9JA+nerLszungGffns6mnXvpk5XByw/dRmpC+0LT31au5Z5nXiE1MZ6v351MWDvkxO12M/7uh9mwZRs/ffsZyQnxHb5Gm83G4BHnce45I3nz5Rc7PO9kx1FX5Xh0JRmAAOwRRbGxkxcwDHjYI379AZhzkPh1myiKH7Q1/1QkJruz93Dh5Vcz9Y1XuXB0m7wLgFnzFvLEC6/x25yvSUnyburz0PNvsnztRtb/9HWr2nZnYxP9L/8/Rg7qzZtP3NVq7offL+b1z+ey5KNJXsuD35/9O2/MXMycl++hd2aiz+t8ZvpPfP37Rt66cyxjzzqyFuTgMSEz29lVaGRHQQV7ik1U1TZQW++kpkHaahuc+MkOmK7JA/yQ+/uhCJajCg5EHRqEOjQIVXAg4cpgNMpgNIpgNMoQtKpgtMoQggNP3FOxKIqUWWzsyCtje24pO/JK2ZlfTmVVTcuYaK2KzHgDGXHSwpgRryfRoDlmfhFHgroGJ/lGSSTcTDz2FVeSW2Y6JCqhVYWSEq0jNUZHcrRO8pQxSF2aT8ZUlrOpifwyC/tKKtlfXMne4gr2FleQW2puiegEyf3JiDPQLTGSbolRdE2MJDPecDq6cgQQRZEducXMW76JX//aQUml5GGUFmdgWO8uDOudSd8uSUdVyWW11TD7t9V8u3gl+aUVhAYHcsU5g7nxohEkxXSsA7Hb7Wb2khW8Ou0b6hoaePKOG7j+4nPaTbmsXLeJ2x57ni5pyXw19aV20zrGShPnXXEDGakpfPvJO516oHvuxZeZNWcea//4jbCwf6Zj+/HG0UZMvMX0q4HtoihWdPAChnGAmCRzoFz4b+B6URQdbc0/FYnJ/IU/89DjT/HLgjmkpaa0O/7hZ19ixep1rP/9R69fCLfbzcCLb+DMvj15+7nW1TZL125i4lOv8+nkRxkx8FD7e5fLzfAJTxJn0DHzlYdbzbXV1jP09pfok5HI9KdbR1Oa8cPyv3l02gL+76LBPD7Ou7FbW2hyuflp/R7mrt7J9nwjVR7jNJkgkBwVjlYZQmiQHGWwHEVwICGBAbjdIk6P4Vqz6VpNvZPqugZsdQ5stQ1U1zkOKQs+GKFBAehUoehUIehUIUSoQ4lQS3qECPWB/+vVof+Yx0ZllZ1d+eXsKihnT1EF2YVGckpNLa9BECA2IoykSG1LebM+XIk+TCEZkqkVhAQdWVrI7XZTU++gsqqGUrPNo/uwUWq2UWi0kFduptxyqDFajE7tEfweKvw9mXxhjgYNzsaWlNzuAiO7CsrZmV+GvU66LfnJBJKjdGTE6yU9UZyezHgDMTr16WhhByGKIjnFFSzfnM3yzbtZvyuXxiYXoUGBDDkjnSE90xnYLYWUWP0RlVaLosjGXfv5bvFKflq5gSaXm+H9unPTxSMZ0qtjrrKVlioeefVDVm7YyvCBvXj9sTvQqNt23v191TruePIl+vboxoy3JhEU2Lam6fv5P/P486/wwpMPcd0Vl3b49TU/6D792MOMv/H6Ds87mXG0xORnYBDwh+dHw4B1QDrwvCiKXx27S/WOU5GYvD7lHaZ//iXbN64loAN1+CMuvZb0lCQ+enOy1+P78go577o7fLq9Pj3lUxb8/ieb5n/a6glkw859XP3Ia7z96AQuHtZa0DrzlzU8PW0O8169j57p3kOMZlstwx94h26JUXz15A2d8s1wNDYxd80uPvp5PYWV1SQawhmQEUtWgp5uCQYyY3VHFdkQRRF7vROLvQ6LvR5z895Wh8lW17I32WqpqKptIUQHQxBAqwwhMlyBIVxBlEZJrE5NjFZFrE5FrE6NVnn8vE6cTU3klprZU2Qkr8x8YCs3U1PfurQ3NEiOMsTTHyaAmCAqAAAgAElEQVTQswUFICB4qnIk23aX201tg5Pq2npstQ3Y6xxe9R46dahUeeQhQ4mRGpKjtCRGao+YBHUGLrdb0ox4ImX1jiZEpBAtSH8fmUxGaGAAypBAlMGB+B/HTs6iKFJcWcXO/DJ25peTXWgku9BIcWVVy5gguT8JBg2JkRrPXktsRBj6cAX6MCVhimP3eRFFkQZnI7baBmrqHdR6yr6l96qRugYnTS53y9/e7XbjFkXkAf4EHrapQoMIVwQTpgxBHRp0QpySa+sdrN62j+Wbd7N8027KPM0wtWoFA7qlcFbPdIb2yiBa1/m0T4WlipmLVvDNzyswV9tJiYvkjqtGc/GwAe2+VrfbzZfzl/DKtJlo1CreefY++mZltDnnx1+X88CkNzjv7DN578XH2ySroihy/e33szN7L7/P+wadpuOv79KrxtHU1NThYoqTHW0Rk47E0NxAF1EUjZ6TGYAPgQHASuC4E5NTEftzcklMTOgQKbHZ7eQXFnP5Rb6bNm3esRuAPt29V76s27KL/md08RoWXfrXVvz9/Hw26Zu7fCMZ8ZGckea74+db3y+j3tHIC7dc0OEbWZPLzVfLtvDx4g2UW2vokRTJU9cMY1TPFGSyY7fAC4KAKiQQVUggiYb2v+jOJhdmWx2V1bVUVtdSUV2L0VpDubUGo7WGYpONDXtLsNUdGsgLlvuTaAgn0RBOUmQ4SYYwkgzhpEZrUYd2rjrgcMj9/Vt0DgejWVhaUVVDRZWdSqvUW6iyqqZlgar3LFAWWx2iKCKTyfCTCchkAjJBRoRaQUq0DnVoMKrQIFQhQUSEKVp0H/pw5XFNvdQ5Gsk3Wsktt1JcWY2xqgZjVS2V1dLebKujztGp7DAg/T1UIUHow0KJ0iiJ9BDKaI2S5EgNKVGaIya8giC0eNqc3/+Anqum3sG+4gqyCyvIKTVJ1VqlJv74e98hLrgglZnrwhSelKK8ReAbEiQnMMD/QL8ft7Rvcrlb/pb1HpJW1+DEXteAvd53VPBooQwJJCJMQaTHfj9So8QQrvL0qJJIlj5McUzTi6HBgZw7IItzB2QhiiIF5Wb+2pnDXztzWLNtH4vWbAUgJUbP0F4ZnNUzg0FZqQR14O+p14TxwPWXcOfVY1i0ciPT5/3Gw2/O4L1vf+be6y7ioqH9fZY0y2Qybr5sNH2zMrl70hSuvX8Sz9x1IzeOPd/n77v43GFUmCxMfm86U6fP5IGJvp1aBUFg0mMPMOaam3njvWm88uzj7b6eZlx+6cU899IrbNuxkx5Zra0g/k3oyN0osZmUeFABpIuiaBEEofN3k/8IcvLyyEhL69DY3Xv3A5CV6ZuZb8/ej0oZSlJ8a2GWtdpOblEpV44e5nXu2q3Z9O2WispLDrTSamPzngIeuX6Mz6e7yio7s/7YzHWj+pEa07GGXk0uN/dP+5mfN+ylf0Ysr95yHmd1SzgpHDDl/n5EaZREadoWrNnqHJSYbRSbqikx2yisqCbfaGV3USW/bt7XIqQEiFCHkhatJSVKQ1qMlvQYHZmxuqMmLIIgoFGFolGFtiItJxtsdQ72lpjYU2wiu7iS/aUW8sqtGA/S1AAoguREhIViCFPQKzkKnToEZXAgoUFyQgMDWhZwT78+D0RcbpHaBif2Oif2Bgf2Oge2OgfGqhryjVbW7i7EflB0SRAgTqcmNVpLeoyWrvF6eiRFEh+hPuLPoSI4kF5pcfQ6jMS73G7KzDZKTFVUVknEsaLKToVValBZ53Biqq5pqShyNDa1dEmWyYQWMilFvqQImEYVQkigHGVIEKqQQJQhQSiDA1GEBBIaJL1fUjdludRXyE/Wch4/mQxBJtDoSX82OBtxOKW9rc5BVU0dVns91TX1WOx1VFbXUGG1syG7gAqr/ZCS+GaoQoOIDFcSrVMTrZVEzdE6NbERYcTrw9GHKY4otSUIAolROhKjdFw9agCiKLKvyMjKv/ewcks23/y6lhk/rSJIHsDgM9IY2bcbI/p2waBpW2sRGBDA2JGDuHTEQH5bu4Wp3/zIg69PZ9oPv/DwTWMZ0b+Hz89BVnoSP057hYdfeZ/n3v2cSks1D95ylc/xt147lr15hbw74zvO6JrBiMH9fV5XanIiN197JZ9+9R03XXMFXdI75qVy6UUX8NpbU/n2+9mniQmwShCEn4DmrnKXAysFQQgFqnxP++/C7XZTUlrGqOHDOjQ+v7AYgORE3xGLvMISUuLjvH4x9hVI8zOSWs93udzsLSjl+gu8X8vfeyV/mIHdfOtg5v+5HZdb5MbzfH/ZDsbBpOTJq89m4vmds2M+WSBFYSLoEteajDU2uSg22cgzWtlfamZ/qZl9pRbmrdlFTcOBxdEQpiAjVkd6jJbM2AjSY3WkHsWT/MkAt1skz0PQdhdVku3ZSg/SpiiC5KTFaBnSLcETXQon0RBGfEQYiuDjlxqy1zsoNdvJKbOwr8TEvlIz+0strNqR37LYqkOD6J5ooEdSJD2TI+mTGo3mKPUyfjKZVJYccWTupCcT3G43Fnud1C+oqubAvsqO0WKn1FzNtpxSLPa6Q+YFBvgTrw8n3hAu9avyCKOTorRoVaEdJoOCIJAeH0l6fCQTLjmbBkcj63fnsmzjLpZukDaAHqlxXDSkF5cM7dVmF2ZBEDj3zF6MGngGi//cxBtfzmfipPc4u08Wz981jrhI7w9bKkUIH056iKenfMr7M+dRZa9h0r3jvZIvQRB44eE72bFnP4+8OIWfvniXKL1vH5c7b7mBWfN+YsqH0/l4yssdel+USiXnnzuKRb/8yjOPP0pIyKlT0ddZdISY3AVcBgzx/H89ECWKYi0w/Hhd2KkMi8WK0+kkOqpjTe8Ki0vx9/fz6fYKUFhSRr8zvLPk/JJyAJLjWlfblFaacTgbvfqWAGzPKcZPJqNbsu8SuZ/X7aRHSnSHHV1fn7PqlCcl7SHA309acCPDGXFGcsvPpUocO3tLzOwpMbG3WIogfJld1BLqFwRIiAhrISnJURpSo7QkR4WjPMkMwaprG8guNrGnuJI9xQeiIbUNUrDUTyaQEqWhX3qMh4DpyIiNIEarPCHRMWVwIBmxgWTE6qBfesvPnU0u9pWY2JpnZHt+Odvyyvl48YaW9Ejza+ibFkO/tBjijiKqcqpDJpOhUyvQqRW01Uu83uGk1Gyj2FOKXeBxTy4wWvhzey6OxgMVXMrgQJKitKTH6cmI05MepyczzkBEmKLd9zkoMIChPTMY2jOD/916KXsLy1m6cRdL1m3npc9/5JUvf2JYn0yuGtmf4X26+hSxy2QyLhjaj3PP7MXMn1fw5pfzGHPXJJ67YxyXjRzk9Tr8/GRMfmgialUoH3+3EFEUeeH+W72ODQyU894Lj3PxLffx2Etv88XbL/h8bWFqFRNvvIa3PviUHbv3kNWlbR1LM64YewlzFyzk92V/cPGFYzo051REu8REFEVREIQcJE3JVUAe4Nua9DSwVkmBJE0HhU1V1TbC1Oo221tX2+yEh3l/Kqi2SaFyjZfjVlstADofc43maiLClW36luwuKGf86IFtvoZmrMsu4pNfNnLd8DP+MVLS5HLjbHLR5HLT6JLEf40uNzIBAvz8CPCTEeAvI8DfD3+ZcFwXHEEQiNaqiNaqGNbjQG8Ml9tNQUUVe4o9ZKXEzN4SE8u25h6iHTCEKYiLUEubTkVchJpYnRp9mFQ9pAiSH9Prb2xytehsik02CiqqKDBayTNWUVBRRWV1bctYVYi04F92ZjeyEvR0jdeTFqM9KUuDD4fc349uCQa6JRgAydq7wdnItnwjm/aVsHFfKYs27OW7FdsBKTXXJy2afmkx9EmNoWt8xEnVGflkQHCgnJRondcHloM9b/KNFgrKLewvMbFi635mr9jSMk6rCqFnaiy90+LolRZLj5RoQoN8k3NBEMhIiCIjIYo7Lx9JTrGROX9sZM4fG1m6YRdatYIbxwzhpjGDfZq6Bfj7c/MlIzlnUE8efvMzHnlrBis27uDFu69v5f/U/Dsfv+06AD7+biF6bTj33ni513MnJ8Ty6J3jee7ND/nxtxVccu4wn6/lxqsv46MZM/n829m88fxTPscdjH59ehOh0/Hr0mX/TWIiCEI6cA1wLWAGZiFV8ZyOkrQDm10KaSsV7dscA1Tb7aiUvse6XC5q6up91snX1NUjCIJXY6GaOsn4ypd1s9lW26Zr6/7iSpxNLrKS2o/+OJtcPPrZEhIiwnjy6jaNgTuFJpebnPIqdhSa2FVspryqFrO9AZO9HrO9nqraNqvND0GAnwxVsBxliOSFogyWo1EEEaEKlsqHVcHo1SFEhoUSq1USLD82i66fTEZypIbkSA2j+x54km9sclFYWU1OmZmcMgs5ZVaKTNX8lV3EfKudwwtoguT+UrmzKgRViKQzUHh0BqFBcvy9iIobGpuoaZAs32s9HjEWez0VVTWY7fWtxuvDQknQhzGseyLJkRoyYnVkxkUQGd7+0+2phCB5AP3TY+mfLrmGut0ie0pMLURl0/4Sftm4D5CITZf4CHokRnJGUiQ9kiJJjgo/bcbmAzKZrEU8fDjMtlr2FlWQXWRkZ14Zf+8vZunmvdI8QaBbYiRDz0hlWM80eqbGtCm2T4k18OgNF/DguPNZsXkPM5esYcq3v/DxvD+4bexwJlw8lBAfRCdGr+XryQ/x0ezFvP3Vj2zdm8eM5+8jObZ1R3aAxyaOw2yt5u3PfyA+Ss+l55zlddx1l45m7qKlvDj1E0YNGUCoj5SLSqnkiotH8+2cH3nigTvRhrf/ICuTyThn5HDm/bgQh9NJoPzf6Sbd1l03G1gFXCSK4n4AQRAe+Eeu6hSHyyWF7P07+CQpimKbN7iWtup4XxQEQUAUpfLQwxeO5nyo2+29LNzlcrf5xS+zSF14O5I7X7B2N0WV1Xx2/1hCjrL8d1OukUWb8tiSX8HuYjMNnqZ6wXJ/ojUKtMog0qPD0Sqi0SqDCJL7E+Anw99PRoCfJAAURWh0uWlscuH07OscTdjrndjqndjrnVTXOSgx26mw1VHnaG1prlUGE6dVEqeTtmSDmmRDGCkGNaqQo0+7BPj7kRIlVZAcDmeTSwqVm2yHVBCZqqXSZ6u9nmKTraXEtqbB2YrIgLSohnhEpYogqaw4WqukV0oUenUoEWEK9GGhRGuUJOjDCP0HyoObIYoitjonFbY6KqqlrdJWj6WmHmejmya3u6UM1i1CaGAAqhA56pBA1CGBqELkxGqUxEcoURzldctkAl3iJE3R9SOkVmBGaw0b95ewJaeMbflG5qzeyVfLpCd+uSed11wBlBwZToI+rCW6dTwiSaIoUtvQiL3eQU29E3u9w7M5Wz4HtR4CWutwSoLXxiYcjS4anE04Gps876dUUuxyi7hEEQE8lVzN4lkBub+/1JtI7k+QPIBguT+KYDnqkCDUiiDUIUGEhQahUQYTGa5AHRrUIeKqVYUyqFsSg7odiCha7XVszSlh874i1u3K56Mf/+T9+atQhwYxtEcqw3ulcU7fTJ+9j/z9/BjZrysj+3Vld34pU7/7lSnf/sI3S9bw4LXnc8WIfl61IX5+Mu66+gLOPCOT255/n2sfe4NvXnmIlLjWD2KCIDD5odsoLK3g2Xc+o1+PLsQYWkeL/Pz8ePb+27ji/x5m5rxF3Had9+gKwNVjL+LLWXNZsnSlT8fvw3HW4EF8M+sHtu/YSd/evTo051RDW9+cy5EiJn8IgvALkinav+dx6Tii5cvZAVddkD7IjU3em5aBRC7kAf44nN5b1Qd7ngjqHc5WUZNmx0pfbe79/GS43L7LEC02SeCmbacXjiiKTFu8ga7xEYekMDoDR6OLWauzmb50O4UmO0EBfvRIjOC6oV3oFqeje7yOJIP6uD2l1jQ4qbTVU1FdR7m1liKznSKTnRKzna35FSzanHtIJY5WGUx6VBjd4nX0iI8gK0FHgk51zEqh5f5+LeXJHYE3TyJR5JiWZh8NRFGk1FrLlrwK/s6rYFtBJfvKrF4jXnJ/GYH+fvgdRDYFoKahEbsPAqZVBpOkV5ERraFXkp5+qZHE6Y5O62IIV3BBvwwu6CdpAFxuN7llVrbllbOnxEROmcVrlRZIIlu9OpRwZTAh8uY+QNICHxjgj4hUKix63hu3W6ShsYkGZxP1zkZp72iUnJA9RLqmwdGh20pggD8hgf4EywMIlDd7mPgRGCCRDZkgVe7IPCREFKVeRAd8UEScTU1U1zbQ0Oi5HocUeTu8LLoZQXJ/DGGSD1CsVkWyh6ylRGlI0Ie1SdTClSEM65nGsJ5SJaOttp5V23NZvmUfy7fsY+HaHQTJ/RkzoBvjRw8gK6m1nq4ZXRKj+ejxm9mwK5eXv/iJx97/njl/bOS9h2/wKZLtlZnCN688zHVPvMm4x99k7ltPEGPQthoX4O/PG4/fyZgJj/LEG9P44rUnvX6+enfvwpB+vfjkm7ncdMVFBProk5WZlkJyYjw//7asw8SkmYxs2LT5v0dMRFGcB8zzVN9cCjwAGARB+BCYJ4rir//QNZ5yCAqSyEFdfeswuTcoQ0Ox22vaHKNSKqiqtns91twZ01pta0VMWo7ZvJ8/JEhObb3vVEidh9C0Z7K1Pd9ITpmFV8ef2+mFwO0W+W51Nu8t/psyay19kg3ce0FvzuuZeNRPwZ2BwhNRSNJ7L0N0NrkoMtnJMVaRa6wmz1hFdomVL5fvarlZK4PlZMVpyYqPICteS1a8jsQI9T9CDry97ycy8yKKIjnlVazfX876fWWs319OmVXSrMj9/egWp2V0rySSDGoim514Pak0RVCAz8+R2y1S0yBFu6y1DorNdgoqbRRU2sg1VvPjxhxmrpJ8fwzqEPqlRtI/LYqB6VGkRoYdFVHxk8lIi9GSFnPoouVsclFYUUVRZTUV1ZKRX3OUy+Ipya0zN1LvkMiGo6nJ06RQQBCkv52fIBAkb45SBHg6KQegD1egDJLckBXB0mdUGRKIsnl/0M9Dg6TOy8dLDyMZvTVRVdtAVW0D1bUNmKprKa864ANUbq1hze5C5q7Z1TJPJggkGsLomRxFr5QoeqdGkx6j82mSpwoN5oKB3bhgYDfcbjeb9xUzb9VW5v+5jbmrttIvM55bxwzinD4ZPkuU+3VNZs4r9zDnjw08+/E8Ln10Kp88eQtdk7wL/dPio5n58kNc/uAr3P3yNGa9/qhXX6i4KD0P3Xo1z7/3Beu27GJQL+9FCROuHcvNDz7LH2s3cP6wwV7HCILAqLOHMGPm99TXNxDcgT4/mvBw4uNi2b1nb7tjT1V0RPxaC8wEZgqCoAGuBB4HThMTHwj39DKoqqru0PgInRaztYrGxiYCfDxVREZoKTeZvR6LjpBukqUVZmIj9YfO00opmHKz1evcMEUIVYeV/R2M5hSQfztRij+25iIIcE7vjtXkN6PO0cidH//Oil3F9Ek28NoNZzM4M/qk1DLI/f1IiQwjJfLQtFajy82+UivbCirZUWhie2ElXyzf2UJWFEEBdInVkhWno3eynt7JBqI1HdMfnWqorK7jt20FrNxVzMb95ZhrJJddvTqE/qmR9E2NpFeSnswYDfIjXDxlsgOGenE66JFwaLmn2y2yt8zKhv3lLdtPm3JbrmNQRjSjesQzrFvcMSO+cn8/UqO1pEa3fsr+N0EQhJYu0O35ANXUO8kzWskts5BTbmF3YSUrduS3EJZguT+9UqIZ2TOZC/tnoA/z/p2QyWT0zYinb0Y8j107iu+X/80XS9Zz+1uz6JYYyfPjL6B3unerBUEQuGJEf7okRjNx8mdc8cR7vPfwDYzo673eKC0+mlfvv4m7Jn/E65/P5amJV3kdd+2FI/n4u4VM/WK2T2JyZt+e6DRhLPh1uU9iAnBmv958/MU3bNy6nbMG9vM57mAkJyWSm5vXobGnIjqVBBVF0QJM82yn4QM6rXRzMlZUdmh8lIdMlJYbSYjzzuajI/Xk5Bd5PRYbJc0vKqugf49DnWGDAuVo1UpKjN5JjS5MQVVNHc7GpjabaUkBZ9/YkltORmwE4Z3olut2izz0+XJW7S7hpXFDuHZI5klJSNpDgJ+MrnFausYdWJSaycqOIhPbC0zsLDLx7Z+7mfHHDgCiwkPplaSna6yWLrFausRqiAzruNfDyQJRFMk1VrNiZxG/bMlnY045ogixWgXDsuLonxZF/9RIEiJU/9hrk8kEMmM0ZMZouOHsroiiSJHJztq9pazJLuXPXcUsWL8fub8fZ2ZEMywrjuHd4oiPaLsvyr8VzdVszVqeJpeU0pHJBAL9/TxNNP06HfVTBMvpnmige+IBGwRRFCk22fg7p5S/c8pYu7uIF75dzovfLWdgRhwXDcxkdJ80wnzcR1ShwUy44EzGjx7Ij6u388b3y7jyuc+457Kh3D12qE+9XLfkWOa/dj+3vjSdu17/ku8n30X3FO9kZvSQPlw7eigzFvzOuDFne20GGCiXc8sVY5j80dfkFpV6tWrw9/fjnKGDWPjrclwul8+qy149sgDYsXtPh4lJXEwMm7ds7dDYUxEnf53fKYigoCAM+ggKi7wTicORkij1p8ktKPRJTFIS4lj253oam5oI8D/0zxYXpSfA34/9BSVe5yZE68kv9d5vUR8uRXcqq+xe25E3h4Qbm9q2w95bYqKfp7qho3hz4UZ+2ZLPs1cOYtxZ3q32T1UcTFauOlPSJzS63GQXm9mUa2RzbgV/5xlZtPnAU09YaCAZ0RqSDWoSIlSkRoWRGaMlOvzkIiz7yqws3VbAxhwjm3ONWD0akYwYDfeO6c35vZLIiA4/aa5ZEATiI1TER6i4enAmLrebTTlGlmzJZ9mOQp6bVcRzQEpkGMO6xTE8K45+qZFHHNE5kRBFEUtNAyWWGorNdiqq67DUNGCxN2CuacBa0+DRqkgi2RpHI45G75qRwxHgJ0MRFIBGGUx4aCAaRRDhiiAM6lCSDGrSo8JJiVS3qSURBKGlHP7igdJ3PqfMzMK/9vDjX9k8+flvPPf1Mi4b3JU7xvQnXu9ddO8nkzH2rDMY2SeD5z5fxNQ5K1i1LYep91xOrJf7GIBeo+KzZyYw9tGpTHjpMxa8fj+RWu9p2/uvv4T5y9bxzjcLmfKI98amY4YNZPJHX/PLqvXcOc57Q77eWZl8O38xOQXFpCd77xqvVISi02ooLPZ+//aGsDA1dntNm4TnVMZpYnKckJgQT15+QYfGpiYlArB3fy7DhwzyPiYhjiaXi/yiUtKSDm205+/nR2JMlE9ikhitZ82W3V6PNX8xy81VXolJ8835YLOkw+FobKLUYic5quMNqYrNdj74ZQtXnZnBzcP/3fbKzQjwk9E9IYLuCRHc7Cm6t9U72VNiYXexmewSC3tKLSzZko+l5kCjQWWwnASdilidkjitklitgjidEr06BK0yGI0i6LgtomZ7vSc9ZWrZl1okvVKSXs2oHgn0STEwIC2KRB/anJMNfjKZFMlJi+KZKweRV1HN8h1F/LGjkK9W7GT60u0oggI4q2ssI7PiGZYVh1Z58rhsOptcLbqa/AobhSZJX1NstlNsrqHeeeh3VRAgPDSohUhEhYeiCArzaFICCA0KQO7x+PGTSWJjP5mA6+DO3o0uHE0u7PWNWGrqsdY0UGCy83deBSZ7fYsgVyYIJESo6JGgY3BmDIMzY9pNW6ZEabn/0jO575JB7Cyo4NsV25izehfz1uzm7osGMPH8vj7JjiokiLfuvIzhPdN4avpPXPXcDL5/7hafVYQRYUqmP3UrYx97h5c+/5F3H/Le1yYiXMV1Fwzjs/m/8dTEq7z6QEXrdWSlJfHnxm0+iUlWhpTa3r0/zycxAYiJMlBSZvR5/HAoFApEUaSuvr7DthSnEk4Tk+OE9NRU5v34k9cS3sMRplYRFaln974cn2MyUqQP9Z6c/FbEBCAtMZYde3O9zk2KMTB36VrqGxwtFTzNOEBMbF7nNotefVX1gOQOClJ33o5i7rp9CALce0Hvk+bJ+kRAFSynX2ok/VIP9U6w1TnYV1ZFdomZ7BIrRSYbe0stLNte6LUqQhksR6sMQhUs9ZtRNO+bF52Dqlv8/WSIokiTS2wpx21yuSV/kxoH1poGzDX1WGscVB/UyDAxQkXvJD23ndOD0b2S0KuPzsb9ZEGSXk3SCDXjR2RR52hkzZ5Slm4vZNn2QhZvzkMQoEuMJGTOitfRPUFHtzgdAcexu3G9s4lcY5WHgNgprLSRX2mjoLKaUkvtIR2iQwMDiI9QkqRXc1aXWGK1SmK0CmI1SgxhIYSFBh5XvxVHo4uCymr2llnZWypta/aUsmCDdD9L0qsZ0iWG4VlxDO0a6/NaBEEgK9HAS4nncO/Fg3j+2z94c+5q5q/dzYs3jmJgpu+WHRed2Z3UmAiueeFzbnl1JrMn3YIq1DuZzEiI4paLhvL+7N+547KRdPVR4TN2xEA+nfsrS9dt5erzvXuWZKUn8cuq9T7v85Ee/V+lD41fM0KCg6lvaN31vD38W++dp4nJcUJGeho1tbUUl5QSF+vb7r0Z3TLS2ZXtW2WdkhiPn5+M7P15XDhqaKvjaYmxLF75l1fykRgtaVDyyyrpknRouiXS0wjLaPEu1G32tDi4/8vhsHuqejojJFy6vYA+yQZi/qUi0KOFKiSQPikG+qQcmt92u0VM9nqKTHZM9jrM9gbM9vqWvb3eSa2jkSKTXfKzcDTibHIdpCE4VCvkJxNaCEtoYADhiiC0iiCy4nSEK4KI1SrpHq+jW5z2mPi2nOwICQxgVI8ERvVIwO0W2VlkYtn2QjblGvltaz7fr9kDSILmHgkRLb42yZFqUgxhRIWHdogEuN1SyqW8qlbaPOXp+8us7CurothyqLleWGggCREqeicZuLS/isQIFQl6FQkRKnTK4BO6QAUG+JEerSE9WgN9pJ+JosjeUit/ZrwySKwAACAASURBVJfw5+4SZq/dy1crdpEeFc7Dl/RjVI/4Nq/ZEK7g/TsvYvm2PJ79einjXvueNyeMZuyZvk3yuyRE8tEDV3PTy1/x9PSfeefeK3yOve3SYXy1eDXT5i1j6oPXex2TmRRLjF7Lik07fBKT9KQ4vvt5GSZrNRGa1lEalVKBPMAfs7XttnJBgYHtVmYejGavLJnw7zT4O01MjhO6ejoF796zp0PEpEt6KstWrfFZMhYoDyAxNpr9PgSwKfHRUvvwUiOZyYdGVGI9JkAlRlMrYhKmDCHA3w9TlfdSZKXHMdZe55vNNwvOmtrwQzkcfjLZKWFlfrJBJhPQq0OOOFrhdktREkEQjrs9/6kOmUxoSb2BtNiWWGrYkl/Buj1l7Cwys2BDziEdjQFCAv2lLsmBUpokwM9P8ic5yOhMIoyHfl/k/jKSDGGckRjBFWemkxoZRpxWSbxOhTr01CKFgiCQEaMhI0bDrSO742h08dvWfN5auInbPvqV3sl6Hr20PwPS2naUHtYjiSUv3MSEqfN5ZPovBMn9D3FOPhyDuiVx56VnMXXOCq47py8DuiR6HacKDebCwT2Zv3IT9Q4nwV58RgRBoEd6IrtyfWsF/5+9846Toy7/+Ht7L7d7/S7XL71CmgQIHekgiHSkF1F+CIqgKKKiNAWVIgo2mhiE0EskEEIISUjvl7tcr9t7n98fM7t3l9u9u0ACSbzP6zWZzc7M3paZ+X6+z/N5Pk+ajLi8/qzERCaToVKpSOTwfkkjnkig3gsX10AgiFwuH1V58cGIsZFhP2F8fR1yuZyt27Zz0vHHjbj/5An1pFIpdjY2MWNq9llBXXUFO5uy61aqysQLfHd71xBiUloohhM7eodW5shkMuwWI305iIlZIia+YG5ikrZtD0fjOffZE1aDhpY+36hSXWPYd5DLZajlh55Y7suATCaj3G6i3G7i9MPFbtyCIEawmnq8NPV46fEECUiRqpAkLo0nkhRYdGhVSrSSyZlRq6I4z0CxVU+x1UhJngG7SXvIWtxrVApOn13L12dVs+iTnTzyxlou+O3rXHL0ZO654Ihh7wE6jYonv3cWlz/0Ejc/8QblP7EMqvTZE9edsYB/f7ieX/3zHRb/6tqcr33aghk89+4nfLR+ByfNm5Z1n/GVpbz98Voi0RjaLORloIdULshksmFNLAEikehe2cv7/X5MxkOrRcRAjBGT/QSdTkdlxTh2DqMbGYj6mioAGptbcxKTyrISln68ilQqNcRUqFRyKexxuIYcZzOLJ7DLmz1UaDHq8QWzm8Gly/a8gdxmcTaTHqVCTpd79KHIE6ZX8uPnlrNsazsLp+TOHY9hDAcyZDIZBWY9BWb9iLP/MYBSIeeCIydy9tw6Hnx1DU/9dxN6jZI7vjFv2OMMWjVP/d85nHDnX/npP//LSz++MGf5sk6j5vozFvDTv77J5t1dTKvJriGZPakatUrJ6m27cxKTskI7giDQ4/JQWVI4ZLtWIhOxYYoD4iNYMYDYX62qYvT3QafbPeomsQcjxojJfkRdbQ0NjaMjJuPKSlEoFDQ1t+bcp7S4kFg8gcPloTB/cG+VPLMJlVJBr3NoLlOhkGMx6nO6v5oNupzEwyIRE/cwxESpkFNmN9PaO3wedSDO+9p4Hnt7PQ8sXs28+hK0+6hZ3hj2P+LJFC5J15JupOgPx0gJQkYXkRIE5DIZBq0KvUaJUaNGr1Fi0qnJN4uVRIdqdOBgRiAS54E3NrJ0aycAeQYNMyrszKkpYG5tAUWWfVOdpFUr+fG584glkjz53kaqCy1ccOTEYY+xGLTc8a2F3Prnt3j5k62cuyB3Nd9ZC6bxq2fe5cUP1uUkJmqVkmm15azbkbt6slDS4PW6vFmJiVKybsjVUkQQBLHZXg5L+jTcXi+zrKOvTnQ6nRm/rEMRY6PBfkRVRQUfLlueNcKxJ1QqJUUF+XQPY8pmlxxl3V7fEGIik8kwGfSZbsJ7QqfVEIllT7Vo1UoCoey29OneGsNpTADqSm1sbx+doRyIZch3fXM+Nzy5hJv+8l8ev+7E/VrlMIbPh7Su4tOGLlY1dLNqVxfNvbnD1qOFXCYjL93V2azLpEjK7UaxJDrf9JWLOv/X8GljL7c99yntriAnTytHo1LQ6wuzaNVu/rFc7LJ8yoxyHr70a2j2QXm6TCbjZ+d/ja1tTh5/R7QOGMnE7ZyvTeKJN1bxr2WbhiUmZoOOo2fU8uGGhmFfb1JVKYuXrc2ZUs4zi+62Xn8w6/GZ95vDfzIcEe+rem1uLYggCHg8Pizm0Rv8OZwu6mtrR73/wYYxYrIfUVpSQiwex+Vyk58/Mru12/KGVW8bpfK3YA7yoVIqiecIKcplMgQhe55TLpMPKj8c8nd1mkzlTS5Mryrm/Q1N+MNRTDk6gO6Jk2dWc8+3FnDXCx9z298+4P7Ljh4TxB4AiCWSfLKzk7fXNbNsSxudUn8bi17DnLpizppTR4FZR75Zh90kLiatGoVc6vsi9X9JpgRRaxGNSxVCCXzhKA5fGIc/TJ8vjMMXptcbZEubc5B3C4gl0HVSC4CqAjPVRRbqS/KoLDAflOZnBzIeeXszD7+zGYNayTM3HMOC8f3l6/Fkim0dHt7e2MZjS7aRSK7gz1dnr1LZWyjkci47ZjI3P72UFTs6OXLS8IUCMpmM0+dN4Hcvr6DL5R/WFv9rk6t5b80O2vs8OX1NakoL8IciOL0B8q1DX8ssRYx9wextO7I1zhyIUFg8p/XDiFQDwRDxRAJ73sgd3NNwOJx8be7oXGIPRoyNAvsR+VJUw+lyjYqYGA16AsHszBxGETYc5rXjiQSKHKLHRDKJYpiZilatyhltSWN2fRmCAKt3dnDcjJph9x2ISxZOJhCJcd8rq/msqYfbzprDmbNrD5iOuP8rCEbifLi1jXfXN/P+5jb84Rh6jZKFU8Zx3UmiGdn4kry9/l3yjKOvGghG4nS4/LQ5/bT2+Wnq8dDY7WHZ1nYWefsHBqVcRnWRhbqSPMaX5DGp3MaUcfmU2Q5dMeD+xpYON4IAgWiCK/60jDKbgaoCI8FIAr8k4vWGxOqjNmeAZCq1z1Jxx0gasy1tjhGJCcDxM2r43csr+Kyhg9Pn5U7/HC71z9nU1JmTmFQUixWLbb2urMTEqBeJSSBHxDjDS3KcdmlvkuGIidcnRiCtltFFTBKJBF6fb0xjMobPB51OPKlH22V4pJtqTCIHGrUq63Z/MIQpi6mQIAh4/EGsZkP240IRbDm2ie8LRpgYcHh9KRqVkuVbWvaKmABcf/JMplcWcO9/PuWWvy7lqSWb+NE35rJg4sg3qTF8fgiCwLZ2Fy+u2MFLK3cSiMSxGbWcMquKE2dUceTEsi9V+2PQqvr9MPZAMBKnuc9LQ5eHhk43Dd1utrU5eXvd7sy5adFrmFxuY/K4fCaV25hQaqOu2DqmXxoFnrzqKFyBKJ81O1jT1EdTr59ubwijVkW5zYBRK5ZAz67O57RZFftUH5T21tGoRhcFqykWz4/dPcNr2mrLRNLR1OXIuU+xXSQDPc7sPk56SRsSiuSIGEsnX657dzqVs6e31EB4fWJFpMU8fFPENHx+aX/LweG0/HkwdsXuR6Tr0mOx3OZkA5FMJoe94NNhQV2WfGUkGiMciWIxDzUs8wfDxOIJ7JbsJ77TG6CmbKiwK41EIpWzPXkaGpWS2fWlrNrRPux+uXDExDJe/dE5LF69iwdfXcMlj7zJvPoSvnnEeI6ZcmBZgh/saOz28PqaRl77rInGbg8qhZxTD6/hggUTmF1bPOJv/VXAoFUxZZzouDoQ4ViC7R0utrY52NLmZEubk2eWbc30f5HLZFTkmxhfmkddcZ5ohFZspabIilm3bzoLHyqwGTWcOLWME6d+uROCbe2ijYF9lA1AdZIRYI9n+CpAg1ZDgdVIa09u19XCPJGY5LJLSJcIh3MYTKabm8pyhEzSxESjyU1M/AExSj5aa/m0EZvZNDoiczBijJjsR6QJyXAn5UC4vT6qcjTxA+juE5l/UcHQtFBrp9hnYVzxUILR1N4NkLVLZjQWp9Phoaoke6pJEAScviD2YSIqaUyrKuKpdz4jlkh+Lg2AXC7jnHn1nHpYNc8v386f3t3IbX//EJkMZlQWcuzUcRw3rYLJ5faxVM9eos8b4s11u/nPygY2tvQhk8G8+hKuPG4qX59VjW0vUi4HEnRqJbOqC5lV3X/eJ5IpmntFi/SGTjc7JKv09ze1khjgfFto0VORb6LMbqLMZqTMZqTcbsJu0qKXDNL0GiV6tSrn+ZZKCRlX3XgySTyRytj8p59PCWL6SS6XoZTLM117jTo1WpXifz799Kf3NmI36ThpZu5eMnsikUyN6h6TZ9ThzWGFAGAaIVUjk8lQK5XEcqTPU9L5pMhB5qPpMSBHlBv6I+rDpXsGIpJJDx26k7UxYrIfEZEiHNpREhOny81h03Irzbt6HGg1Giymocy6uUMkH5WlQ8lHQ2sXADXlxUO2NXX2IQgC1aUF2d+TL0gskaTQOjKbn1heQDyZoqXHQ33Z5y9l06iUfPvYqVy2cApb2hws3dzG0s1tPPzGZ/zu9c8waFRMLLMxqdzGpHI7k8rtlNuM5Bm1B+Rs/6uAPxxjbVMPnzZ0sWxrO1vaxFnppHIbd547jzNn11JkHZlsHoxQKuTUleRRV5IHh/U/H0+maO3z0djjoanbQ2OPlzaHnzW7unndExxi1z/oNSVikiYRMlnaRXeEHOdI71Uuw6hTY9Kqseg1FFp0FFoNFEnuvsVWA+Ok5o2HYkrq3yt2sGxrOz84a86ohe+xRJJQNI5ek3uwT8Oo0xAYRrivUStRyOXD7qNUKkgmsxcOpI3TcpHLqJR+V6tyv9dwOhI+SqKR1q1ohkkPHew49M70AwgutxhCHI1IKRyO4HS5KSsZSh7SaGptp7qiNOtFsHVXMzKZjPqq8iHbNuzcjcmgy/TMGYh1O8Ua/mm12c19Nu8WSc3kqtzvKw2DFBqPDGM2tDcYaAn+vdMOw+EL8+HWNja1ONja7mTxql08s2xw12SLXmzHbjdpMWrVaFQKyW1TgVqpRKWQI5eLlUgKaRYrl8nEx7L+/8vlMtRSwzulQo5aqUCtlKNVizNonVqJTrIeN+vUmHTqr4wUJVMpWh1+tre7+Kypm1UN3Wxpc5ISBJRyGYfVFvGDs+Zw3LQKJpYN1W/8r0ClkFMrVfkwY/C2RDJFjzdEu9OPNxjNVBOFYgmCkTjxZCqjLh8YvlcrpeaISgWqAU0S+xfxfEqTmGQyRVIQiMaTBCMx/OE4vnCMQCSGNxSlxxtiY6sD54COvWkUWfSMyzdRWWCmpsiaqViqKDAfdKX2giDw/PLt3PX8xxw1qYyrjs9ucJYNm3Z3k0wJw7q/phGJJcgbobloMjV8qjqeSGTabuyJ6Ai6v8goxK+jEcgOej/xkcnOwY4xYrIf4XCKs9Q868hlYG2dIgEoL8vtHtnY0saMyROybtu6q5macSVZT+7125uYXl+V1Utl7fZm8kx6qkryh2wDWL+rHZkMpubowJkNI9kvf17km3WcO388584Xe2WkPTa2tjvp8YRE069ABFcggssfxhWIEE0kicYSRBNij5JESiCVEkimUqQEgWRKGGQM9kWgUSkwSp19jVoVRq201qkxSe3l+1MEKgwapUR4FKiUIvlRKcTS7URSIJVKkUgJJJIp/OEYvrA4eHlDUbzBKJ3uIB1OP53uQKbvikalYFZ1ITedMou59cXMqi4c1czyfx1KhTyTzjkQEE+mcPrDdLkCtDn9tPT5aHP4aXH4WL6tg5dW9vtzKOQyiqwGKvLFvjoVEnmpKDBTeYD12UkkU7y7oZm/vr+ZNY09HDWpjD9df9Koha8AH2xqBsRKwJHgDYapL88eDYZ+x9ZczqzJZIp4IokmR7QqrSHJZlcP/aJZ3TBR89HoUAa/Z5GYpKs0D0Ucup/sAEBPbx92uw3VKJhtc6vYKKq6MnvkIhSO0NbZwzdPOynr9k07mpg/a2gaKBCKsL25ne9ccNqQbYIg8MnmRuZNqc0Zivx0WwtTqkowjsKbZFenSMQqCr4ctfjA3iVfFIIgEpSUQIa4JJIpYgM0A9F4knAsQSgaJxxLEJZm075wLNPVNxiJE4jExBLLSIwudxB/p5tAJEYwmiA2QjOv0UCrUmDRayjJMzK1Ip+TZ1VRU2RlQqmNiWW2vbrJ70vEEkl63AE6XX66XH6cvhDhWJxITGpgF0sQT6bQqpVoVUp0aiUatRKDVk2hxUCh1Uih1UCBxfA/71OiUsgpthoothqYVTM0MuAPx2jq8bKr201zr492p582h5/3N7fi8A3WVJh1aioLzIyTiEu5XdTSlNmMlNlNmV5X+xM9niCLVzfy9w+20OkKUJFv4p4LFnDxUZP2Si/mCYT5+5J1nDCzFrt5+EiI0xekw+Hl4hNyC/vbe8UWHiX52SePPS6x8qcgL/s9zSH5TqXNL4e8X+/IpcD+gCRmNY4utZpIk6m96K1zsGGMmOxHdPf0UFyY+6IYiN0tIjGpGjc0FQPQsFu0qh9fM1Qg1ut00+N0M33C0DLd9TuaSKUEZk+uG7KttdtJZ5+b6885NuvfjMbirG1o47KT5o7qM2zY3c24Agu2EUKnByJkMhkKmQwFMOCffY54MkU4KjV5i4qRnHgiRSyRJJ5IEk+mkMul96IQ000KuRyzTo1Zr8as03xlxANEAtfjCdDQ6WRXh4tdXU4aOp3s7nbj8GU3oZLLZGjVIhFRKOQiwYvGhyVpdrOeygIL4wqsVBZaqCiwUlFooabYNuKA9L8Ak07NjKoCZlQNjQYEI3HJC8ZHq8NHq0N8vK3dxXsbWsS01ADYjVqKrAbRhdeip0AyzrMZtZj1ovZFPP806FRKFApRxKuUzs9ESsAfjhEIxwhIRL3LHWBXl4edXW62tTvpcImD7/zxJfzs/K9x/LS9LzkWBIEH//MxgUiU2849csT9P93WDMCciblFtQ1tYtFAbY6qxPZuseCgvCi7Zq7b4UYmk1Foz05sHC4PcrmcvBwVkQA+nx+1Wj3qiEl8LGLy+SGTybTAMkAj/Z1FgiD8TCaTVQMvADZgLXCpIAijq6c9yNDX56CoaHTEpK2zC6vFjDmLsBVgd1sHADWVQ8OXO5pE0jKpdugFuHmXqCGZXl81ZNuabbsBmDs5u+/Iul0dxOLJnK3DByISi/PR5mZOm5M91TQGESqFHJVeg1l/4ITXh0OPO8CG3d1sau5h4+5uNjV34x7g0GoxaKkvtXHcjBpKbSZKbCZK7CZK8kwUWAxo1WK6KltELpUSiMQTBCMxej0Bej1BeqR1p8tPa6+HNQ0dvPbp9kHOxHlGLbUlNmpL7NSW2KgvtVNfZqfUZvqfr3ABsbR6Ypktq54omUrR5wvT7vTT4QzQ7vTT7hK/c4c/zM4uN33e0BcW9UK/Ed7M6kKuOG4qCyaWfSGN0xNvruLZpRu46qTDmVCePfWchiAI/PWtlZTYzEyvzZ2GXvrZNow6DRMqsqfQP9sm9jqbVJ09kr29sYXKsiJUOUhCc3snZcUFw7Yk6XO6yN8Ls7TwWFXOF0IUOE4QhIBMJlMBy2Uy2VvA94HfCYLwgkwmewK4Cnh8P76PrwwOp4spkyeNat+Orh7KSnKLuVo7upDJZIzLIo5taBFJS13l0GjL1qY2ygrtWExDw4Rrd7Rg0mupH5f9767a1oxMBnMmVIz4/j/Y2EwwEueMYZwYx3Bgo88bZGtrL1tbe9nU3Mu6xk66pY7RCrmM+rJ8TpxVx+SKQsaX2akrtZNv1n9uMiCXy9BLepsCi4EpOSa2sUSSDoePll4PTd0udnW6aOx2sWTdLv61rD9tYdCqqC2xU19qp7LQSkWBhXHS8kXe56EEhbw/RTQ7R6uVVErAG4riCUXxhWL4wuLaG4oSjSdJpFKi9iKZIpkSUMhlmKTKIqNOhUkrNmqsKrTsk5ScIAg8/e5a7l+0nDPnTeTOby0c8ZhlG3axZkcb91xxKuocpCEai/P2yk2cOG8q2hw6rOVrtzCxupwC29BUjSAIrNvawNFzZmQ5UsSOxmYmSJ3jc6G7p4+SLDYPuRCQUj/GUaZ+DkbsN2IiiE0E0g44KmkRgOOAi6Tn/w7czSFKTLw+H5ZR2gw7Xe5hu0X2OFzkWUxZu1R29TnRaTXYrUP/VmtXX1b/EoBd7T1MqCzJyea3tfZQVWzPdBgeDmsaOtColMyfOPrW3WP4ahCMxGjodLKj3TFg6cPp7x/kxxVYmDu+nJk1JUyvLmJyRSG6r0hEq1YqqC7Oo7o4j2OmVw/a5g6EpbSSmFJq6HSyfEsLL328ZdB+OrVSjObYTBRZjRTbTBTnGck368kz6sgz6rCZdFgNWlT7UN+SjgqFo3HCManSJyrqbqLxBNF4kpi0jiaS/VonSZSNAEqp8ketUGQqgAxaFQatGr1GElnr1Jj1+6ZcXi4XGyzuTTuB/YWV29t4YNFHrG3s4sRZtTx49ddH1KS097m59fGXqSq2cf6xh+Xc78nFH+ALhjn/+HlZt+9q7WLlpp3clEWfB7BuawMOt5f5Mydn3e5weWhsaeeME4cnUk0trRwx9/Bh9xmIdLXn3jT9O9iwX5NUMplMAXwG1AGPAo2ARxCEdD1pO5BVWi2Tya4FrgWoqBh5xn6gQRAEotEoWs3oLu5wOIJBn5sABENhjPrsuXVfIIjFaMg6I/T4glnLhAF63T6m1ORWtnc6vIzL0WNiT2xv72NCmX3MR+QrhiAI+EJRHL4gfd4Qfd4gHU4fzT0edve4ae5x0+vp78ekUyupL8vn+Jm1TCwvYHJlIZPG5WPWf/WD0miQZ9Qxd3w5c8cPjhZGYnHaHT7a+ry09nlp6/PS6fLT7fazcnsbPZ5ATt+STEm4RoVOMlhTqxTAgHJymQxBEM3V4skkiYQkkE4kicb6xdHRfVQ6P1qY9RryjDqsRi02o458s54Cq1HUjlgM5JsNFFkNFOcZ0Q5j+vVVIpUS+HRHG4+9sYrlW1oozjPy62+fyPlHTRuRlPiCYa5+4HliiSR/ue3CnN4o7b0uHlv0X0752nTmT80eOnrsX2+iVau47Mzjsm7/91sfoNNq+PrR2YnN0hWrEQSB447IrdHrc7ro6XMwZeL4YT/XQHR192DLy0M7TMfigx37lZgIgpAEZspkMivwMpAtr5H17iAIwpPAkwCzZ8/eB8WcXy5SUslsLkfAPZFIJFDkqJVPb88ldorFE6hyXIDReDxnjX0oEsv0gsgGXyhCRdHocp/d7gB1Jf+7HhmjhSAIxBKi+DMSTxCLJ4kl9ljiA9fibDoSF6uBIlJFUCgaxx+O4guJiz8UxReK4PSHs4pK7WY91UVWjp5aRVVRHnUlNiaU51NRYD0kXXS1ahV1pWK6KRuSqRQObwinP4Q7EMYdiEjrMIFwTIpwSBVY0TjxZDITxRDLucXrW6WQo9eoxEiGFM3Qa1SS2Fdca9VK9BoVOons6DUqtCrxeY1KgUalRKNSolLKUcjlyGQy5DJRNAxkHGTT7rKxeJJwTKz6Cobjoh9KJIo3EMEdjOD2i5+j1xNkW1sffd7s5nEWg5Ziq5GiPCPFeUZKpCiSuBYfm/WaLyUF1un0saahg9UNHXywcTftDh95Ri0/vmAhlxw7Y1QkamtzF9/9wyJae9w8/cOLqS3LXibs8Ye45tdPo1TI+cmVZ2bd54PVm3hl6UquPe/krK082rt7eWXJR5x1wpGZRn974pW336esuJDJ43P3DluzfiMA0yaPPgXe1t5OaWluW4lDAV+KrFcQBI9MJvsAmA9YZTKZUoqalAOdX8Z7+LKhUCjQarUEQ9krFfaE2WzC58/d+8FqMWeaPe0Ju9WMy+PLuq0gz0yvK3uDqmK7he4c2wCK8kx0u7K/7pDXyjPS683dGflQRDKVotcTHCDaDNDjCdLnDUqEISIRhij+cFSaRce/sGeKWqlAp1FhkiolLHotVUVWTHoNdpOefIueArNYdptv0VNiM2EaRbn350EqlcLpC9Hn8ePwBXF4gzi9QRzeAJ5AmFA0liFUoWiMaDyRiTjIJXt2pUKOQavGqNNg1GkwaEVxsM1sIN9iwG42YDPpyTPpsRp1wwoJRwuFXE5RnjgoH+pIpQTcgTAOX4heb4Bed5BuT4But58ed4Aed4Dt7SKB2fPc1KqVFEnkpUgq5bab9NjNemwmMSJj1mvQqUXCpdOoBomd06mpZEogFIllonhdLj9dbj+7Op2sbuig0yne2wxaFXPqy7n1G0dy8mF1o0ofxhIJnnj1Y/7wnw+xGnX8887LmD+5Kuu+bl+QS3/+J5o6+vjLnVdSmj904tXtcHPbQ08zoaqM/7s4O3G594lnkMvlfO+yc7Nu39bQxCdrN/Kj71w5LLF7f9nHWMwmZk3Lng7aE4IgsHXbDo4/dmSdzcGM/VmVUwDEJVKiA04A7gOWAuchVuZcDizeX+/hq4bZZMLjyT3wD4Qtz0qfw5lze36eFbfPTzgSGdLErzjfRjAcweH2kr9HvX1pgY3tuzsQBGHIBVJRbGfVliYSyWRWZ8PKIhtvr95GOBpDN0xkBaCy0MrLK7bS7vBRnn9o5T6j8QRbWnrZ1taXSYc093ho6/MOiU7IZTJRq2DUYtZpsJn0VBfnYdRpJLdYleThoUKjVqJRKlCrFKgU4lqtHLBW9jvWpmfdWslC+0v77LE4HU4vHX1e2vs8tDs8dPR56HL66HaJS7YIjVqlIM+oR69Vi4OWVoVJr8WuVCAAwgCTu0QyhcsXoqXHTSAcJRiOEorGs74fhVxGvsVIodVIgdVIvtVIgcVIYZ5JWov/z7cY0WsPXZ+HvYFcLsNuFsnEcNUs8USSXm+QbsmHpscTFMmLRLg37u7B4QsSjGT/bdJQyGUoyQd7PgAAIABJREFUFYqMF9BwKLIaOby+lKtPns2c+jImjisYdTo4Gk+w6IN1PPbqcjodXs5aMI2fXX5KTqfXz7bv5v9+9xy9bh9P/ugKjpo5tIKwz+Xl23c9QiQW5493XJfVOO2191fw9rJVfP+K8yktzP59/v6vz6PTavjWGdl9p0BM3y/58GOOPfJroy797ejsxOV2M2XSoV1ksD8jJiXA3yWdiRx4URCE12Uy2VbgBZlM9ktgHfDUfnwPXymqqypo3L17VPtOGl/Lx5+uJhKJos3SA2HG5PGkUinWbd7BEbMHq8DnzhAzZB+t3sA5Jx09aNvRh0/l3U/Ws313O5NqBgtTTz1iBq8vX88Ha7dzwpyh5mzfOHoGL36wjkUfrufSEbxMrj55Nq99up0b/riYf995wQGbvx4N2vq8rNrZzvqmLjY0dbOtrS9zg9WolFQVWqktsXH8zBoqCqwUWg0U55koshqwm/VfKnH4Ikgkkzi8QbpdPnrdfjqdPjqdXjr6POLa4aVvjw6uCrmMYpuZEruFmXVllNgnU2I3U5Rnwm42kG8xkm8xYNR9sRRAPJHE7Q/h8AZw+IJ4/GGcfjEi4/AE6PX46XH72bS7C6c3OKicOA2dRoXdLEZc7BYx6mIx6LAa+xeTToNRL0ZpjDo1Bq0GvUaFWqXcpykMQRhg2hdPZHxrEoM0KslBbsSpVApBYFCrBEW6CWAmVaSSUkLKLxxJUikVlNnNlNmHn1hEYnGc/jBOXwinL4RfIpLhaIKQJPBNT3YUUuNChUKOTq0UNS8W8XopsX0+nUuX08uiD9fz/H8/o8vlY1Z9OfdefQYLZwz1agLRvfXRRUv4/YvvUVpg5YVf3MisCUNLwDr7XFxyx0P0OD08+bObqB03NF2ycUcjtz/wBLOnTeC6C7NHU5auWM07H6zgtusvx2LO7V/yypvv4vX5ueCcM0b5yeGjjz8B4Ij52XUthwr2Z1XORmBWluebgNE5dh3kqK+t5ZXX3hhWH5LGrGlTSCSSrN+8lfmzh3xtHD59MnK5nI9WrR1CTKbWV1Ngs/Lmh58OISZfX3AYP3vsOf71zkfcfcNFg7adMGcKRTYzj7/0X445bOKQqMnciZXMqi/njy8v45iZ9YwrzK03qS7O43fXnso1v3+FSx5YxG+uOClnfv9AgiAItPR6+HRHu7S0DQorT68q5pqTZzOztpgplUWU5JkOGE1GIpkclCYJReMEw1EC0uKXUkjeQBh3IIQnEMblC+EJhHD6grj8oSGhe41KSWm+hVK7hWNn1VNmt1BWYKVcWoryTDn7huxLqJQKCvNMFOaN7OqbTIkRlz5vgD63nz5vQCQw3iBOn7h0Ob1sb+nGHQgTzhGN2RPp6JVGpUSpUPQTBMn0DsTzRxCQ2hoIGUFsMik5Bg8gH/ui7cFwMOrUmHRazAYtJr24tpn0YirMLK7zzQYK8kwU5ZnI+5xpMa1aRZldNSKB2VcQBIGmLifvrdnOf9fu4LOdbQgCHDGlmvuuO4sjp9VkJZGCIPD+mm088q932NTYztkLD+eea7+BKYuw++P12/jBQ08TCEf5+y9vYfaUoSRne1Mr1/z4AexWM4/d/f2s3iUuj5e7HniU2spyrr7wnJyfKZFI8PSzLzJ5Qj1zDstdbrwnPli2nNKSEmqqq0Z9zMGIQ9c67gDAvLmzeeaFF1m3YSNzDs9dtgZwxNzDMeh1/Of1t7MSE7PRwHFHzOHfr7/LzVddNKhjsVwu56IzTuCRvy9iw/ZGZkzsV5nbLCbOP/lInnnjA847cQFT6/pnCiqlgtsvPZ3vP/IcD7/wLrddfMqgvymTyfjlladx8a/+wbd+/lee+cll1OToqQNw/MxafnvNqdz97Puc+tN/cMNpc7nx9Hmj7hr6ZcEXirJiaysfbt7Nsk3NdLpEImI36ZgzoZxrvz6H+RPHUVdq26fRj2QqhdsfwuUL4fKLxCAQGkAkpHU4GicSi2dKTCNSealo7x4nGksQicWHOHjmglIhx2rUYTPpsRr1VJfYmT2hIpMSKbKZxfJZmxm7OXt114EMhVwuVp5YjVA5crPJaCyONxjBHQiJ330oKglJowQjMcmVVhQmiyW9CRLJFKkB/ZUEqaRXLpchk8mQycSmfmnNjFIq7VVIDqnpdJ1KStEplen/i/uqlOL+afKTFsHKZGLaa2AkJZlMEY2L50BEOhfC0TiBcFrXFMEXjNDt9LGtuTvTIXxPqBRyCvJMFFqNFNvMmaXEZqbYbqZYIoZfdvQzFImxsamT9bvaWdfQzrpd7ZnI3ZSqYm7+xjGcfdR0Kouyi+2TyRRvr9zEo4uWsK25k/JCG3+49RJOP3LofTUciXLfX1/iH68tpaa8mL/c/V0m1w6tAv1s8w6uuvN+dBo1f/3NHUNS5gCJRJLv3nUfDreHfz1237BN9p7/z2s0NrfwxEO/GvX15vZ4+PCj5Vx28YUH3TW6t5AJ+5vG7wPMnj1bWLNmzVf9NvYa/kCAOQuO4dKLLuDHt9824v53/uJ+Fr/1Hh+/9VLW3gor127kopvu4O5bb+Cyc08ftC0QCnPMxd+jrrKcZx+6a1A1kC8Q4sTrfordauLFB27HuMeM4fZH/8W//7uaR265mDOOGnrxbm3p5rJ7/4FMJuOB68/mmJn1w34Ohy/EL59fyuKV26kosHD63AkcM72aWbWlX0k5cZfLz/qmLtY3dfFZQyfrm7pIpgRMOjULJldy5JRK5k0op7bE9oUu+HA0RlOnk93dTjocXjodXikl4qHb6cMTHNoxdiD0GhUGnUbSkkjlqulwvSZd4ZGu6EiXs6rQa9RopX2NUmrCLAlJjXoNeo36S7+RCYJANJYgHI0RjsUISwN+NB4XB9iUmKpIplIIIFqcKxX9a4VC+nxqUZejUed0kB3D8BAEgUA4ilMSJ/d5AvS4/fS6xXRYj9tHj9tPl9NHMDLUhNtq1FGUZ8qk6dJCZJtJT55Zj0mnxaAVfye9Vo0+81sNfp1YIpkh4QGposztD/VfJ30eOhyilimdmqsqtjGrvpzD68dxzKx6ynL0tAHodfl4/eP1PPvOCpo6+qgpK+DGbxzPmUcfNsSbRhAE3l+1kV/9+UWaO3v59lnH84PLz0GXJY3+xgef8IP7Hqe4wMY/7r+T8ixmaIIgcNeDj/Hcy2/ywE9u4dxTT8j5Pp1uNyedeykT62p55k8Pj/qcfvaFF/npL+7ltUUvMPkQ0JjIZLLPBEGYnXXbGDHZv7jx5ltZuWo1Hy15G4Nh+B4fO3Y1cdoFV3DJN8/m7ttvGbJdEAQuuukOtjY08c6zj1FcMDh68eJbS/nRA3/ipkvO4ftXfmvQtqWrN3Htz//I7Cl1PP3z7w26AMPRGJff82dWb23izm+fwdVnLhxysTS093Ljwy+yq8PBWQum8ZNLTybfMnxFw4ebmnn8jU/5bFcniWQKs17DUVMqWTitmunVxdQU5+1TMytBEOhw+jKmYRt3d7O+qZseabalViqYUlnI1yaOY+H0ambVlHyuv59Kpdjd5WRDUydbm7tp7OxjV4eDDodnEPEwG7SU2i2U2kVNxsCQevrmbjZoMek06LXqLyVFsrcQBAF/KILbF8TlD+Lxh3D5gnj8Qdz+UGbtDYTwBcPSbD2MLxgeUfi4t5DLZZIWRINBp8WQJl86LUa9BqNe2/9Yp5X2Ex8bdBpx8NSKOhKdRp2zo+z/MvyhCD1uP51OL71uP92ufvLS5wng8oVw+0Vdyb6CTCZWAJblWym1W6gusTOzrowZtWXYzMO7m7b3unj7k028vXIja3e0IAgCM8dXcNWZCzll/vSsdg2rNu3k4WdfZeXGHVSXFfGL71zMETOHOlmEI1HufeIZnn31PQ6bXM8Tv7gta6REEAR+9fu/8PS/XuG6S87j9huvyPl+BUHghtt+zAfLV7L42b8woS53KfGeOO/iywgEgrz1yqJDgqCPEZOvEGvXb+CbF1/OT370A6649OIR9//pr3/Lcy8t5rXnnmLS+KF5zub2Tk699CbmzZrKUw/ePShHLAgCP3rwT/z7rQ/4/V3f4/Rjjxh07OKln/L9B5/iqMMm88c7rh8UOYnG4tzy8HO89clGTj1iBj+76mwKbYOjNtF4gicWL+fRV5ah06q5/OS5nH/MLMoLhvc68YWifLy1hQ827mbpxt30SWXFaqWC+lI7E8rzKbGZyLfoMek0or21NOiAmAJJpYSMFbYvFM14TrgDEVz+ME3dLho6nAQGzPgqC63MrClmRk0JM2tKmFxRsNdpJUEQ6HB4WL+rgw2NHWze3cXm3Z0EwuLf0aiU1JTaqSstoK68gLqyfGpK8inLt2TNZX9ZSKWkcH9afxKJEorECEdjBMMxgpEI/mAEfzhCIBTFHwrjC0bwBkSS4QmE8AbCeAOhnARDLpdhNeqxSikii1EvaRt0mA06sRJJq+6PeqjVaKSqonSqQiGlQhLJFMlUv1FZPNGfoohEY6JrajrdEo6I1TuRKIFQhGA6DRaKEAhHSI2yz4tSIUenUaPJiEjFRaNWiikXlbhWKZWoFHIUe6Rn5NLnSKdz5OmUjkyGDGk9YABJP04/JZcNTgPJ5P3iVqVcFI4qFHJUSiVqlVLSvIiP09+nXtsfUTLptGjU+1a0mwuxREIUJPuCBMLiuRXKnGsx4llSR0qlIlMSbtaLa4tBR7HNPOoJQp/bx9odLazd0cwnm3axqbEdgMnVpZw8fzqnfG0a9eOGpvMSySRLVm7g6VfeY82WXditJr574elceMrRWbUiK9Zu5icP/4Xm9m6u/uZp/OCaC7Pul0wmuefhJ/nnS6/z7W+eyV3/d+2w3/+/XnmdO+65jztv+Q5XX3rBqD4zQHNLK8efeiY//P7NXHdVbuJzMGGMmHzFuPiKa9i+Yyfvvv4ydtvwJmRuj5eTzruUwnw7//nHn9BkaW39z5de52cPPc7l553BT2+5btCFEI3FuOS2X7Fu605+c9t1nPf1YwYd++K7y/nx7/9JVVkhj//4RuoGNK9KpVL86eWlPPzCO6iUSr5z3vFcecbRQwzaGtp7ue/5Jby/bicAR0yp4fxjZnHynIk5zdz6/4bAri4nW1v72NoqluDu6nTi9IVGrZkYCI1Kic2opaLQyviyfCaW5zOhPJ/6svzP1SgvEI6ysbGDdbvaWb+rg3UN7Th9EpFSKZhUUcz02lKm15QyraaUurKCL6RDEQSBcDSGyxfELUUf0oNtIBQhIA2+Awdo0WQtRjRjbT5YexKJxYntheOoXC7DpNdi0utEgmHSYTHoM6Qjz2Qgz2wgz6SX1uJjk167TzxF9iXS32e/CDiSeZwmZ/1LNPN9RaTvNRqLE00kiEvmdvGEaBkfTyQHkGNR0JpMpjKi137zNbGSBkHIOEemBbIA6WcFQXx+X0OlVGCSIkcmgxaLQYdlD/KY/h1tZgN5JiM2swGz4cD6LWPxBK3dTho7emns6GVHSxdrd7TQ3usCxEnN9LpxnDB3Kl+fP43KHNq31q4+Xlm6khfeWka300NZoZ1rzj2J8086MmspcGtnD/c+8QzvLl9NeXEBv7ntOo44bGrW1w4EQ9z8s/tZumI11158LrffeMWwpGRn427OvvQaZk2bwj8f/91efd+/efB3PP2PZ1j23psUF+XuqXYwYYyYfMVo2NXIGed+i9NP/ToP/vqXI+7/3w8/5ppbfsR1376Y2793fdZ9fvX7v/DUCy9z2/WXc+Nl5w/aFgxHuOGnD7H8s03cecOlXHXeqYMumE82bOd79z1JMBzl9iu+wcWnHTMojdDc5eDev73Ke6u2MK7Ixm0Xn8LJ86cPiTZ0ODy89OF6/v3hetr7PJh0Go6eUcfCGXXMmVhBZdHoNRvxRBJ/OIo/HMMviRHT4eL0DFshF2fYZr1GFHMadV+of0s4GmNXh4OtLd1saOxg7c42drb3ZgaRmlI7M2vLmVlXxqz6ciaMK9rr1I83EGJ3p4PWHgedDg/dTi/dDi/dLi89Li8uX3BEEqFRK9Fr1JnZvU4zeIavTs/0VUpJizJw9t+f99drNdIMW41JSn2Y9Fp0X4EGZQwi0pU86cqetO4mmRJFrolkchA5Ep2AxUhYOBojFI0RkaIUAYnM+gcsPqkayyNFwrJFMiDdH0cioBIJtZr0IkE16aUomEh49FoNBl3/OaVVqwaIeRWD0icp6bOkI3hByadGjHiJIt1et49el48el5cel4+OPjdtPc5BkbrSfCsz6is4bEIVh02oZEpNWc5JUEtXL+99sp7Xl61m485mAI46bDKXnn4sx87Jnt5xenw89e83eHrRGygVCm64+Gyu/uZpWSeGAO1dPVzzw3vY1dzK3d+/gYvPOXXY3zkUDnP2Jdfg8fl54/mnKcgffcViJBJhwXEnM3/uHB59+MFRH3egY4yYHAD47e8f5dE//Zkn/vA7Tjzu2BH3//EvH+D5/7zKQ/f8mHNO//qQ7alUiu/f8xCvvvsBN152Prded9kekZM4t9z7B95etopTF87n3luvwTygG2WP08PtD/+NZZ9tob6ihB9ecS7HzZ0+6DU+3riTXzy1mB2t3eSZ9Jy98HC+efxcJlWVDnkvK7c2s/jjTSxd35BR0BdYjRw+fhwTxxVRP66A8eWFVBXbvlQthSAIuPwhWntctPS4aex0sLOtl53tvbT0uDIkxGzQMrO2jMPqxzGzvpyZtWWjal4I4ufvdHjY0dLNztYuGtp7aO500NzVh9s/2PnXpNdSbLdQbLdQZLNgtxixmvTYTAas6UiElAZJayP2pQ5nDP+7EASBYCSa0Qm5/UFRO5TlscsbxBsUU3rR2N71+0mntZKp0UdAlQo5hXlmCm1miu1WassKxaW8kJqyAoy63GlRh8fH6s0NrN7cwIoN29jZIpqJT62r5PSj53DaUbMpK8pOBJpaO3nqpTf5zzsfEo3FOfuEI/nhNRdRXJA7sv3fj1dx2z0PkRIE/vjLOzhq7tCCgYFIpVLc+IOfsOTDj/n7ow+xYF7WsTgnXnzpZe746c955uk/87V5c/bq2AMZY8TkAEAsFuecb12My+3mnVdfwjxCZ8hoLMZV3/shq9au58+/u4+FC4Ya6iQSSX720GM8v/htzj31BO790XcH5UFTqRR/fvF1HnrqXxTYrfzm1ms5akCLbkEQeGfFOu7/60s0d/Yyf/oEbr/iXGZM6O/gmkymWL5xJy8uWcV7qzYTTySZXjeOc4+dzXGzJ1NeOPgCTqVSNHY6WL29lVXbW1i/q53WXneGAKiVCqpL7JTaLZmSxGKbmSKbOSMC1Q9Q9yuyeIZE4/09TMKSf4fbH6LPExAXr7hu7/PQ2uvK6EFANAirLrEzvryQCeMKqS8vZGJFEZVFeaMKrfqCYXa2drOtuZOtuzvZ3tJJQ2sPwUi/GLDYbqG6pICq0nyqSvKpKimgqiSf0gLrsDfYAxFib58EYSn1Ec6kQ8QUSTgiaj1CUqok/X+xCidKJBrLpEnC0SjRWIJ4Ir0kiUtmY4KQ6k+HSMZiQL9mQ1rSZl1KhTgzVyikmbpKIZXd9utCMhoRVVqjoRz6fOb//c+lX0+lFP1L1JKPiVKpkF5bgVKh7I8SZP62on8/aa1UHPyVRJFoHH8ojDcQzqTEgpEo4agYpYnGEiSSSRKSaVy6r5BCLkehkGW0OCqlIiNYNmhF0m026CiQzPlGc/2FIlEaWjrZtruNTQ0trN7cwK62LgC0GjWzJtZw3NzpnDh/JhUl2XvlpFIpVm3cxtOL3mTJis9Qq1R846SjuPK806irzN3UNBAM8es/PsXzi99mcn0Nj/7qTirLR+5Zc/8fnuCJvz7LXbd9jysu+uaI+w+EIAiccta5qFQqXl30wkF/Lg3EGDE5QLBpy1bOvfBSTjj2GB59+MERTzJ/IMhF136XXbtb+ONv7uH4hQuG7CMIAo889Ry/f/o5Zk2ZyCP3/JDyksE5yA3bdnHrbx6jqa2TExfM5vZrLqKmoj/qEU8keP6tZTzy7Gu4fQGm1lVy4SlHc8bCuYMEsi5fgMXL1vHifz9le7N4M6gosnPE9HoWTK9j3tQ6CqxDDbHSKZOd7b00tPexq6MvY2fu9I2ul9DewGbSk28xUJpvobLIRmWRjYqiPCqLbIwrzBuVADYSjdPY0cOO1m52SsuO1m46+9yZfaxGPZOqSplQWcL4imLGVxRRP64Ys2F0kZa9QSqVIhITDdRCkQihSIxoNEY0LuoiIlIpbiyekJY48USSaDwu6iXiIhlIr6Mx8bhY5nGCSExMC4SjsUyqIByJ7tXMVy6Xoddo0ElpI61GjVatllJMajSSq2qaJKgkT4/BIlJ5RiAqpjhSIIj6jGQylXFQTSbT7qnpQbFfE9KfAomLzRDjohtpOiUST39Pif3f/Vc5gKSoBqwzwlqJ2GRIkmowgVKrxJScWqVEoxLXWo0KjUolfb8qNFKqTywjF7/3jPBYqkI6EKu+siEYjtDR66S9R1w6eh20dPayo7mD1m5HRptj1Os4fHIt86aNZ+7U8Uytq8xZaSUIAtsaW3j1/Y95/f1P6Ox1YLOYuPisk7j0rJOyVtsMxHvLPuHu3z5Bd5+Tay76BrdcfQmaEdp0APzr5de44xf3c+G5Z/HLO2/da2KxdNlHXH3Dd3nw17/knDNPH/mAgwhjxOQAwlN/+yf3PvAQt958Ezdee/WI+7vcHq783g/Zsn0nv77rh5x3ZvZc5utLlnHnfX8QTdF+8B3OOHFwk6dINMbTL73JE88tJhyJcuEZJ/C9y84ddEH6giFeeX8lz7+1jB3NHei1Gs5YOJfzT17AzAn97oqCINDY3stHG3ayYmMDn25pxB+KAGK0YHJ1GVNryphSU8bk6jJK7NacXZaj8UTGTyHdIyUUiRGMxjIzsYEQBFFzkfbvSOstrEYdhVYjdosB9Sj7TiSSSbqdXlq6HezudLC7s4+mjl52d/bR1uvKVHeolApqygqZUFHMhMoSJlSUMLm6lGK75XPNYARBwBsI0eVw43B7cbh9OL1+ae0TK2OkElx/MIQvGCL4BcszVZmKDhUqpQKNWpUZ5NKDnkggpAFOqvTQZbQp4qLT9v/foNOi12kkIqLGoNPucyv3/Q1BEDIkJk1W4kmR5CSkbs/xeH9EILOvRIISyQGPB2zPkKU9jktkOSYdZYjFpb8pkcrYAKIZlQTNUWnb54FKqciQlPTvqhugO0qTSJ1EKDUSIdJI+iWNWtVPJgdEkAZGOtK/fEoQhnwfsXiCoCRGDklrfyiE0xvA5fXj9onrPc91tUrJuOJ8xleWMbGqnAlVZUysLqe8yD5slCWZTLG5YTcfrlrP60tXsKulA4VczpGzp3PmcUdwysL5WQWwA9HV6+Dnv32Cd5d9woTaKu69/bvMmjo6D5H/LvuY62/9MUfOn8OTv/11zg7ww+HCy6+irb2D9996DfVB3OYjG8aIyQEEQRD4/u138tqbb/Pb++7lzNNOGfGYYCjEDbf9hOUrV3PT1Zdz83VXoMgy+2nt6OKWux9k3ZbtHHvEHO76v2upKh+sB3G4vfz+Hy/x/GtLUKmUnHn8Ai496ySm1PenbwRBYP2OJl54+yNe/3A14WiMgjwLRx8+hWNmT+XIWZOxmPr1Kolkks2NHaze1sSWpg627u6gsaM3M7ArFXJK8/MYV2SjrDCPEruVQpsZu1msCLBZjNhMBgw6zRfylhAEIVNS6g9H8PjFTrcuX0C8+fmCovjU6aHL4aHH7RtUWqrTqKkuzaemrJCa0gLGV5QwoaKYypL8vdZ5+AIhWrr6aOvuo7W7j7ZuB529Ljr7nHT0ughFhhINtVKJ3WrCajZgNogVFGajAbNBh0GvxaCViIBWjU6jyYhh08vAGXV65p2OThxMZGEMwyOVSolRMinqJabKYkRjUpQrvUSimQhYOBIjFBVTbeGBz0npt4h0bCZiFont12iSXC5DrxXF1zaLSbwHWEzYLCbyrWbKi+ziUpiP3WoaVZonlUrR1NbFinWbWfHZZlZu2IovIFbUzZ0+iTOOO4JTFs7DlsW8ck94fX6efO4//O3FxQgC3HzVRVx5wdlZS4azYfW6jVx24y2Mr63huScfwaAf3sMqGz5bt57zL/n2qK0mDjaMEZMDDOFwmKtuuIk1a9fz8AO/5tSTc3egTCMWj/PTXz/Ei6+8wcIF83n4Vz/N2iAqkUjytxcX8/unnyMWj3PFt87mO5d/C+Me5m5NrZ08tegNXlmynHAkyuFTxnPp2Sfz9aPnDSIHvmCIJSvX88HqzXy0dgveQAiFXM708VXMmljDzAk1zJxYTVmhfdDgF47G2N7cxfaWLtp7XbT1OGnvddPW68LlC+T0mkh7S6RncelGYHIp1K+QywfMWvtnY6FIjGAkOqyHhUGroSDPRGm+lRJpKc3Po7LYTk1ZIUU286gH8FQqRY/LQ2tXHy1dfbRKS3NnL23dfXgDg1NUNrOR0kI7pYU2Sgv6l/w8M/lWM/l5Zkx63RiBGMMBg1QqlYnWpFOGA6+5dLQnJUipvoGXnowhWhy1SikRbA0ateoLnetef4Dd7V1sa2xhW2Mr23Y1s62xJUP4y4sLOOKwqRwxaypHHDZ1xFRNGqFwhL/9+1WefHYRPn+QM05cyG3XXca40pFbHaSxvaGRC66+CbstjxeffhR73vA+T7lw1Q03sWHjZpa99xZ6/b5PD3/VGCMmByCCwRBXXv8d1m/cxB9+ez8nHX/ciMcIgsDzL73Kz+9/mJLiQn73y58ya/rQrsAAfU4X9z/+d156cwmF+TZuvPxbfPO0E9BpB4svvf4Ai97+kGcWv0tLZw95ZhMnLDick46cw5GHTxtULpdIJtmwYzcfrtnMJxu2s7mxlWhMbIhmt5qYXDOO8ZVl1JQXU1NeRE1ZMfl5Qwf7aDyByxsQIxm+IC5vALe2IZe8AAAgAElEQVQvKPUpkTwmoqKAUuxRIvpDpHuUKCTbcnUmpCzHoO13+Uw7fuaZDNgsBuwWI3azcUSPlYGIxRP0ON109bnpdLjEdZ+L9h4H7T0O2rodg8p8FXI55UV2KkoKqCgppLKkgHHF+VQUF1BenI/pELyx7C0SyWRmFh9Jz+hj4uw8GosNGgCjsRjxtB5ESqvEk0mSkrAyXVY7UCi758iY6TkjF3UrikHCWdEsTalUoFSmBa/SIKqUNDBpUayUAhsikh0onJUEsmPE8otBEAT8wTAOt0dMc7q89Lk89DjdtHb20NrVS2tnTyYSAqLWZFJtJZPrqphUV8n8GZOpKN07rw9/MMR/3lzCY/94kT6nm+MWzOXWay9lUv3onVkB2jo6+eYVNyKTyVj018cp2wtCMxBbt23njPMu4Jbvfoebrr/mc73GgY4xYnKAIhAM8u1rbmDzlq08+vBDHH/swpEPAtZu2MzNd/6crp5err38Qm6+9go0muxmYuu3bOdXf3iKzzZuxWY1c8k3TufSc0/HvscMIpVK8dGajfzn3WUs/XQdgWAYvVbDwrkzOf6Iw5k3fRJlxYNV7vFEgh3NHazfsZsNO5rY0dxBQ2tXhqwAGHVaSgryKLLnUZyfR7HdSpHdSp7ZiEUqkbUaDVhMBvRa9T43eRJ7tsSlypEI/mAYjz8o+jr4RWt1l9ePw+PD4fbR5/bh9Phw+QJDDLAsRj3jivMpLxIJx7jifCpKCqgsKaS08Mstgx4NUqlURsuQNgVLJBKZdVLqepsRkSYSGS1Av5hU0jfE4hnNQzSTOohl0gjiEpXSAFGJYEaIpI3MotG9Mn3LhTS5EF1jRffVbO6qglTdk67y6Scy+/d+p5KITkboOuBxxjlWIkaKtNOr5CYrl4mPxUZ+YoRQLpMPaBQoy7jFih2uRddYuVyODGktA1n6GImcMfA46VjZoP/L+/8vl/aVXjP9XNqZNuNeS7+LrSAJkwVBQEgJ/SJlyYclIZ1jmeiLRDyjsTihSIRAMIw/GMIfDBMIhbL+RiqlgrLiAipLiygvLqSytIiK0iIm1lRQXlzwue8bG7c18Pwrb/Hakg8JhSPMnTmV266/nNnTJ+/1a/U5XZx/5Xdwezy88Jc/MrG+duSDcuCWH97B+x8s46Mlb41YwXmwYoyYHMDw+/1cfs0NbN22nUceup+TTxg5cgJixc4vHvw9i159k+rKcdx9+y0cNT97jbsgCKzZuJU/P/sSS5Z/ikat5hunHMdFZ5/K5PFDW4ZHY3FWrt/Cux+vYcnHa+hzeQAoLcxnzvSJzJ46gcOmjKe2omyIJiSVStHV56apo5um9m6aO3vpcrjpcYiznl63d9jBQTQE02SEl2mhXWamm243T/omKH6+dDVGv3AwkRkcRxqMtBo1BemUipRWKbRZKCmwUZJvo7RAJFWG/Vjqm0ym8PgDuL1+PP4AXn8Anz+Ixx/AFwgRCIUJhsIEQhFC4Yg46EuEYODNPl11E48n9qqaZm8hk8kGVdxoNGr0WtGsTSsJLLUajaSJ0aDVpO3pRcGl+Ptq0GhUmdfRqNUD9DIqKSohle3uo9JbQRBEAzOJjKUHzExqIi1+zZxLCWKxeOa59HcbkyqcEpJLbDwhPheXnhsodo0nEpm/KQ7S4oCdklospCM/iWQKpPeXjgplnGUFAUGKDqXdZQe6zA50oE1fGwOPJeNOO+BYKQKZlF5XGLBtXxA4kUSmI1NKSXQttQDImAVqMBn0GA06ca3XYTbqKbBZybdZyc+zUGATJzL7atLS53Tx3kef8sLit9i8oxGdVsPpJxzNRWefwvRJ4z/XOZauoGxqbuOfj/+Ow2Zkd4sdDTq7ujn266dz+cUXcucPb/3cr3OgY4yYHODw+Xxccd132LBpM7fefBPXX33lqC+Oj1au5q57H6S1vZPjj17AHbfcSE3l0LbdaTQ2t/GX51/mlXeWEo3FqKko57QTjuKME46mrmrocalUiu1NrazeuJ3Vm8QlTVSUCgU140oYX13BxNoKxleWM660iLKifIw5UheJZBKnx4/HH8xELDwB8XEo43/RL8pL98dJDxzpwTbjbSE9TpdVqlQKNFJ4XafVYNCmB0cteq1aFJWa9FiMYrTGYtSj3Q/Op8lkCrfPj8sjRWC8PpxuL06vX1x7fDg9Xlwef4aMDHct6rUaDHpRBGvU6cTqCilXn77ZqwdU2mTSCwM8NcRBQpHpv6JU9FdXpJ9LkwC1ckBaIy2sVaszlT0HW/XNGPYeg11pB5KVwbb6mX4/snTEpj8ScyAglUqxaXsD769YzdIVq9m8fRcA42squeicUzn75GMHmU/uLaKxGNf+349YsXotf374NxyzYP4Xer/3PvBb/vbPZ3n/rVcpL8vtq3KwY4yYHASIRCL86K67+f/2zjy8tas69L9tax48yvNs3zk3IQkpJGQGmjAkJC2UqTQ8oKVf4RV4XxnySimhBQJl5lHGEEJogJAEGghTCSQkhJCQkOTOg+d5kGRZlmTJtrTfH2dLlu+172hfy9fr933nO1vnHJ1h6RztddZew09+9gtuvP6VfOyWD+Fyndgbemp2lju+ew//+c07SaZSvPHVN/B3N72Rhrrlx1knp6L8/KHH+OmDj/CHZ3ajtWZrRysvv/pSLn/BhZy7bTO2JSJRtNYMjIzz7P5ODvb0c7B7gIM9/QyNBRdtV17ip6EmQH1NgKqKMirLSqiqKMu1y0v8+H0eSv2+gq3yqrW2EobNJHOm5uh0jCmjSE3F4kTNUFAkaoU7Tua1l3q2iooU5aUlVJb6qSgrsWRRWkJ5qZ/KUj9lJX7KSnyU+ryU+L2U+X34fZ6CGyYShEJkbn6err5B9h/qZn9nNwc6e9l7qIvJqShFRUVccM5WrnrRn3H1JRexffPR1uKTPt7cPP9487/yPw89yic/fDN/dcMrT2t/09PTXPaSl3HVFZfzhU9/4rT2VeiIYrJO0Frz5a/fxme/+J9s37qFL33u07Qew/pxJBOhMJ//6u3cc/8DAFx/7Uv5u5vecNyxzvFgmJ8/9DseePAR/rTnAFprfF4Pl1x4Hpe+4AIuvuBcOloalwxRzhKNJegeGGJwdCI3DY1NMDwWIjg5xWR0etnvupwOSnxePG4nbqcx/bsWwmHttsVJp7KZJHPVWM2bWn6htKxZO51OGzO6ZTLPmeJN4rHUnOU/kZydzYVSplKzJt/CzHFN2g67nYpSS5koL/FTbtqV5aVUlvqpLC+lorSEirISAuWllPl9y+Z0EYS1wPJFMj5GZkhq3gxzpU0iu3TWRyedXuxTcsTjke3nLWvmgo/LIv+YrA+LWthu0fnoDBljJc33jUokkyQSSRIzM9bLQizOeDDM6ESI8WDIzMO53EdOh4PN7c1s62jjRRc9jysvfj7lJxAqfDJye/8tt/LDB37Bh9//bt78+tec9j6/+o3b+dTnv8j993yPnTu2r8BZFi6imKwzHn70d/zTBz7IfDrNf3zs307Y7yTL0PAot3/3B9z9owdIzMxw5aUX89a/fi0v+rMLj6lcAIQjU/zhT7v43ZPP8Ls/PsvgyBgALqeTbZta2bGlg51bOti+uZ32lkb83hOLz5+bnycciTIRniIUmcr5TkSN1SEaS5BIJhfyLMwkSSRTOUXCGsNPMzs7lxt7T6czaJ1Z5Eux4JRnUmEXmymXFnshyiKX58Nu+bW4nU5cJrmUx+XE53Hj9bhzc7/HTYnfS6lx1i31+46boEk4PvPzaeKJBDHj/Bg3/jTJVGqRY21qds50ntlw1aMT8GVZ5GhqfB3s2eEo48OSHQLLDYsZ/xe304nb7cLtcp5w3orVIp1OW1WRE1ZnnJiZycnHsubNWM/KTJJkKlsaIEkymcr5IaVM/pKsLGdnZ5nN+SSdXCXqQsPncVNTVUl1oJLaqkpqqirZ2tHKjs3ttDU1LGn1XQm01tz6+S9z23e+z7v//q28++/fctr7nJmZ4YprXsE527dzx9e/vAJnWdiIYrIOGRoe5p3veS+79+7jxlddx7984L2Ul5Wd1D4iU1Huuue/ueN79xCajFBbXcUNr7iGv7zuWja3tx1/B1hJ257atY+9h7rYd6ibvYe6iMUXcnRUBypob26grbmRtqYG6qoD1FZXUhsIUF1VseZ/7MKZYX4+zdR0jKmoNZS10I4RiU4TnY7llkdjcaan40RjVjsxkzylY2Zr5Rz5xp11/pxbgQRhdpvNst4Zfx6X04nTOPYuZEJdsOhZHaHKRdRkLQhZB9es5S6dTudFOs0ZRWHOUsyNgp5IJpnNi3A7ETxu1yLFyuU0jsam7XQ6FvskORx5jsYL12C32XI+SbmooWxEFGrB2mE1jOAX+pJsGLfGOOTqxVO+M++RKMVC5JJxerfZivG43Va2YY8193o8eNao9tTX7riLT37xq/zNa/+SWz7wnhXxt/rWd+7io5/4FN/79jd5wUXPX4GzLGxEMVmnpGZn+fLXbuOrt91OSYmfD938fq5/xctO+iFIpVL86uHf8aOf/pJHHn+SdDrNuTu2cf3LXsKLL3sRbS1NJ7xPrTX9Q6Mc6Oqhu2+Q7v4hevoH6eobZGo6tmhbpRQVZaVUGD+KslI/5SXW3Of1GG98j3HqdFtRHdlhHJflsOoyb63iaLmyzM+nTXhvyqq5k7KK7iVmkswkk8QTZj6TJB63ooJi8QSxeILpWJxoLJ5TMqLTMeKJmWMez++zLEylfh8lfh8lfq+V1dZn+dBk7wO/mXuMg68rqwSYDtVhX+gwT+SesKJdTCr4+XnLSjA7b/KlWNaDXIZUoxRY7SQzM5Z8Zow1YpH1xoRLL+RZWbDsaVgUBQMs6tiLiixrTr7lxmG3FIXsPe9xZyOZXKYTduc6ZLfbZcoBuC1FxGQEdjmd8pycAe798c94/y23ct21L+HzH/vXFXHyTSaTXHXtdbS3tfLdO247/ZNcB4hiss45cPAQN3/oFnbv3cdFF17AB/7pPVx4/vOO/8UlmAiF+ckvHuRHP/0Few8cBqCpoY6rLr2EKy99IRdfdAEe98knA9NaMzUdY3QixNhEkNHxUK49GZ0mMjXN5FSUyakokanpk3qbLSoqMh2UA6czPxLFYd767Lk/9vw/eceiWjD5yxbaueRZDjsOmx2Hw4bdZt4g7TYcNrv1Bmm35XJSZIcJjsyhcTyO7CStnCHW23LW72V2bo5UKpvnYXYh50MuNDhvWbZtlufM83lm+mwOkuy21v5nlx0CWQ5bcTF+nxef143PazktW0qF1ygbXspK/JRmnXf9Pkr8VrvE51s1k7ognEm+9d17+Ohn/h+XvvAibvvCJ3HYV6Z+zW133Mmtn/rshrGWgCgmZwXpdJq77/sRX/jSVwiGQlzz0hfzvve8i/a21lPe59DwKA899ji/fewJfv/k08wkkxQXF7NtczvP27mD883U3tq84qF/qdm53Bt41r9gJmWZsJMmVDg7Vp7/pprM74Tn5pjNfs7rhGfnFjroWZOHYrVYMG2bBFSmbZmsj8g7sYJ5RRx2G06nM1d51ul0LLx9L6GsHanMZfOIOBYVb7OGADwuV27u8bgo8XpxnGYKcUFYz6TTaT722S9xx/fu5doXX8nnPvohXK6lk1qeLFNTUa5+2XWcd+7ODeFbkkUUk7OIeDzB7Xf+F9+4/Q6SqRTXv/LlvO2mN7Fj+4lVvFyOVCrFk396jieefpZn9+xj174DxEzaZ6/Hzab2VrZuamfrpg62bmpnc0cbgYryddFZWQnY5o8a089ZK0x201wyLWO9mJ+fX2Sqn52bz1k9csmy5tO5JG/500ImzYUMmra8RGHZeVZ5WMgXYl/kB5BVJixrkTV32O0FkyNCODvJZDLMJE0yv8QMCeNkOzc/l1Oys34ixcXFC/es04HT4cTrdVPq92M7C3zMguFJ3vfhj/Pbx/7A3/7N67n53f+wos/frZ/+LN+84zs8cN/dbNu6ZcX2W+iIYnIWEgyF+eo3vsnd9/6QxMwMl7zwBbztzW/iyssvW5GHJpPJ0NXbx7O797H3wCEOd/VysLOLcGQqt43b5aKxvpbG+jqaGupoqKulKlBJVWUFgcoKqiorKCstkU5UEAqEWDzB6Ng4I+MTjI1PMGqmUDjCZCTCZGSKcGSKyFSU9EkO9y2Fz+elrKSEstISKsvLqKkOUFNVRV1NFTXVVdTX1tDcUI97jZxYj4XWmt88+ntu/rdPMh2L86H3/iN//ZobV/QYPX19vPxVr+aG61/JJz/6kRXdd6EjislZTDQa5fv3/pBv3/U9RkfHaG9r5Y2vfQ3XvfxlVFUFVvRYWmuCoTAHOrvp6uljYGiYoZFRBoZGGBgeyVlY8ikuLrb8DUr8lJWUWD4IpdYfVYnf8kko8ftyc7/Pl5v7vJ7jhjcLZx8zM0nCkSli8TiJhAkhjieYmZmxqtlmFnLTaJ3BZsv6CS2EAvu8Hkr8fvw+LyV+Hz6vd8MoyKnZWbp7++ns6aWzu5fOnj4GBocZHBklMhU9avvyslICFeWUl5VSXlZGRVkp5WWl+H1ePCbyxeNx43G5sZs8Qvm5SDLpjFU3Kc8pOBaPW1FZU9NMRaNEpqIEw5OMjU8wEQoflXywOlBJc2MDbS1NbG5vZXN7G5s7WqmrqT7jVtnU7Cy//u1jfPv79/HHZ55j66Z2Pv/xD7N108kV9DseWmv+9h3/yFNPP8ODP71/xf+vCx1RTDYAc3Nz/Px/HuRbd/4Xu/bspaioiEsvuZgbr38lf/7iq/GeYL6RU0VrzXQsTjAUJhgKMxEKEwyHCYYmiUSjTEWnmZqKWllRI1NMRaeZjsWOu1+f14PfOFn6/VlnS0uhKTWKTlbZqSgrM3+u1p/qRumI1gszM0mGR8cYHhtndGyc0fEJRkbHGZsIEpqMEApPEp6MMJM8tfDhY6GUyr21ByorqCwvp7KijKpAJbXVVVRXBaipClBbHcDv862LIcpkMkV3Xz9dvX10dvdxuLuHw1299A4M5qwdRUVFNDfW09LYQKOxatbX1lBbFaCmuoqaqsCK+UqcKHNz81ZCtPFxhkbG6B8com9giP7BYXr6BwiGwrltfT4vW4yS0tHWwqa2Vja1tVBfW7Oiz3cmk+FgZzc/fOAX/OiBXxCOTFFfW8Pbb3oDr/vL6xdVWV8pvn/PfXzwln/nXz7wXt5y05tWfP+FjigmG4zDnV3c/9Of8eMHfsbQ8Ahut4urr7yCq6+4nCsvv5TKioq1PkXAciibjllvVlPT00xPx5iOxZmOWfPodGxxezpGNGblxJgyuTGWo7i4OPcmaHVEVodUHag0f87VNNTVEqisWBed0Hogk8kwOj5B38AQfQOD9A0OMzRsWdMGh0cJhSeP+k5lRTm11QGjKJRTUV5GpXl793u9Voisxwondrtc2G22hbwaxcUUKWX8f+byopJmF8KazT0UnZ4mHJkiFJ4kFI7klOallGO3y0VNdYC66mpqqgPU1lRRW1VFrRl+qKuuorKi/IxY8+bn5xkcHqWnf4CevgGrEx8cpqunj6GR0ZzlIauAbOloM9aGNja3t9Le2rwqnepqEpmKcqirh8PdPRzq7DEKVw+hyUhuG7fLRVtLE431tdTX1lJfZz3P9TXV+H0+y8LjttIQFBcXk8lkjL9MgljCujd6+gY4cLiL3XsPsPvAQWKxOHabjZdedRmvu/E6Ln3hRav2G3d2dXPj697Ihec/jzu+/pUN+RIliskGJZPJ8PQzz3L/Az/jwd88zEQwiFKK8887l6uuuJwrLr2E7du2Yl+hkLczTb5iE5massKRJyOEI1NMRqYITZpOKBQmGJ4kGA6TTKYW7cPhcFBfW01jfR2NdbU01NXSUG/mdTVUByrPCge+lUBrzVR0muHRMTN8N8zQsBnKGxqmb3CY2dnZ3PZ2m436uloa62tpqq/LybW+ppq62mqqqwJr3mkmkynGJoJmmmBs3GqPjk0wOj7O6Li1fH5+sb9FcXExVZUVVFaUUVFmKVOVFeWUlZTgzeXm8eD1eHC5HKbA3UJiskxGMzMzQ3xmxsrqmphhejrGeNAKsR+fCDIWDDIRDC06ts/npbmhnvbWZja1tdDR2kJHWwttzY04nWfW8nGmmYxM0dnTR1ePNTzV3dfP0PAoQyNjJGaWz6PjsNuZnVs6Ms9us7F1cwfP27md83Zs4+rLX0Sgony1LgGA4eERXnfTW0mmkjxw393UVFev6vEKFVFMBDKZDHv3H+Dh3z7Kb377CLv27AXA7XZx3s6dPP+C87nowgu48ILn4ff51vhsVwdruCnG0MgYwyNjDI2OMTxi/bENjiz9Vl9cXEytcdKrq62mtipAdVWA2uoq6mqqqa2pIlBRgb1ACxEej/n5eWLxBNHpGJORSG5IJTQZITwZsTrK8YlcB32kYufzeWkyzs+tTY20NDXS0tRAS1MjtdWBs8JHKJPJEApPMjoezCkro2PjTITC1vBTJEIobMnrWB3kiVBa4qfG3GM1VZXUVFXR2txIW0sTbc1NlJeVioXvCPIV5pGxcWLxhEnhnzARRUlcTic+r8dKSuexcvE0NdTT1tK0YrlIToRgMMTrbnoLoXCYu751G+ecZjTlemZNFBOlVBNwJ1ALZICva62/oJSqAO4GWoFe4LVa66NtvHmIYrLyBIMhnnjqKZ5+5lmefuY59h84mBuXbm9rZeeO7Zx7zg7O3XkO27dtxec99bLg64mZmSRDI6OWL8TomKXEjC5MYxOhRVaBLOVlpeYN2npzXuzI68Xn9R6Rztxy1Cw2GUyzDoVFRUV5tYDSaFMTyApdns8VWpvLG76YzdY8WZSMLUUqlc0Js1BjJRv6OR2PMz0dW1Re4EicTgdVlZYPRm11gNqaamqqAtTVVtNUX09TQx2lJX7pKPNIzc4aC0gi10EmU6lcGnay4eRFRXhNJ5nN6urzeM56q8dGZtfuPbzz/7yPycgkd3z9K1x04QVrfUprylopJnVAndb6T0opP/A0cCPwv4Cw1voTSqmbgXKt9QeOtS9RTFafeDzBs7t28cxzu9m9dy979u1ndHQst76utpZNHe1sam+jw0wtzU1UV1VtqI5Ja01kKmo5bo6NMzpmRRlMhEIEQ5OEwmGC4QixWIzodGxF6rWcClY+FKsoocflNmPuVhpzt9udi1Yp8fvN3EdZSQmVFWU5Xw+P272hfltBWA201nzvB/fy77f+B1VVAb70uU9z3s5z1vq01pyCGMpRSt0PfMlMV2mtR4zy8rDWeuuxviuKydowMRFkz7597DtwkK7uHjq7e+jq7iGZFzXh9Xhoa2ulvbWF9tZWmpsbaW5qormpkYry9ZGAbbXQWpNKzRKdniYWTxhrRipn1UjNzubqqeiMzllKspYTVaRyNVas5Gw27LbiXDub6dVut1mhsvaFInMb0ZlOEAqNQ52dfPyTn+HR3z/OlZdfymc+8bGTLsZ6trLmiolSqhV4BNgJ9Guty/LWTWqtj+ltJIpJ4ZDJZBgeGaGru5f+gQG6e/vo6emlu7eXoeGRRdv6vF6aGhtobGygqcGaN9bX5z57PCdfk0cQBKHQ6e3r52vf/Bb3/uh+fD4v737nP3DTG18vLwx5HEsxWXWPPaWUD7gPeI/WOnqib9BKqbcDbwdobm5evRMUToqioiIaGxpobGg4al0ymWRgcIiBwSH6BgboHxikf2CA3t4+Hn3s8UWWFoDKygpam5tpa22hraWF9vZWNrW309TYsG4jhQRB2JjMzs7x0G8f4b7//jEPPfIoNpuNN73hdbzrHX8vVpKTZFUtJkopO/AA8Eut9WfNsoPIUM6GQ2tNKBRmcHiYgcEhBoeG6B8YpLevn57ePiaCwdy2dpuNluZm2ttb2bJpE1s2d7B182ZaW5oldFcQCojU7CyRSMTkIIqZ+TSzs3MUZYtamircdrvdyuicTZbo9eEv8a95yPjpEI1GefyJP/LIY7/nl7/6NZORCNVVVbz6L17Fm9/4hg2XzfVkWBOLibJMI98E9meVEsOPgTcDnzDz+1frHITCQSlFIFBJIFDJ+eede9T66elpunt66erppau7h66eHg53dvHgbx7OVeV12O10tLexfdtWdp6zg3PP2cH2rVtwu2VI6GxBa014cpLRsXHC4bDJSxNhcjJCJBJhdm6OuTmr0OL8/Dzz6XkcDofl1Oty4TKVkcvLyqky91sgUElVILBhIstWmmg0yuGubjq7uunrH2BoeIShkWGGhkaYCAaPSi9/svj9PgKVlQQqK6mssOpsVVdbyeyqq6qpqammpqqK0tKSNfVZS6fTDA4Nc7izi2ee28UTf3yK53bvIZPJ4PN6ufKKy3j1Da/i0kteKC9Qp8lqRuVcBjwK7MYKFwb4Z+AJ4AdAM9AP/JXWOrzkTgxiMdm4pFIpOrt7OHS4k4OHDnPwcCf79h8gGAoBVp6RTR3tVmizmbZt27qu38LOZrTWhMKTDAwOMjAwSL+xng2PjDA8MsrwyCipVOqo7ymlKC0pwel0YLfbjSOwjeJiG7Nzs8zMJEkmk8wkk0cNGWbx+305H6fsvLmxkdaWZhobGnA4NvbwYSqV4nBXNwcOHmT/gUMc7uricGc34xMTuW1sJmlefV0dDfV1NDbUEwhYafz9piaR329ZQTQanbHCozOZDLNzc8RiMWImu3MsFiMyFbUi2UIhQqEwoVCYiWCQqejRNX0cDgdVgUqqq6oIBCqpDgSoqCinvLzcqvFTXkZZWRk+rxWe7/V6cLlcJ6TMpNNpkskUk5FJJoIhgqGQNQ8G6ento7Orm66e3ty9abPZOPecHVz2oou57JJLeN55O2X4+SRZc+fX00UUEyEfrTWjY+Ps2bePPXv3s3vvXnbv3UfYJEez22xs2bKZnTu2s/OcHZyzbStbt2zG5Sq8CqZnG3Nzc0wEQ4xPTALPQcwAAA6WSURBVDAyMsrQyAiDQ8MMDQ0zODzM4ODQUUnIApWVNNTXWR1efT31dbXU1daasOVyysvLKPH7TzhZWzqdZjIyRTAYJBgKEQyFGZ+YsJLpDQ0zMDTE0NDwovOwfKfqaWlqotVEmLW1Wv5PdbW1Z0WiuCyZTIah4REOd3ZxuLOLA4cOsf/gIbp7enO5jNxuF5s7OqwUAR3tuXZDfd0ZkUUymWR8Isj4+ARjE+OMjY0zPhFkImhlxZ2YmGAiGGIqGj2mxaaoqAiP240tV8qgmOLiIoqKipnNFh5MJo8Z1l9fV8fmTe1s6uhgs5HH1s2bxXn/NBHFRDjr0VozMjLK7r372L13L7v27GXP3v25N6+sZWX71i1s7uhgy+ZNbN7UQUN9nXjKH8H8/DxJk5wtkUgQj8eJxxPEEnFisTjR6WkiZnjFGmaZtDr/8QmCodBRHYXP56OpoZ6Ghnoa6+tpamqkubHRithqqF+TobjskFFf/wC9ff25eU9fH319/cTiC5WyHQ4HzY2NNDc10tTUQHNTEy1NjTQ2NFBXV1uQQ0RWvp2p3HX19vXR09tPb38/3d09i5Sy2toatm/dwratW9ixbSvbt26lualxXShj8/PzTEWtUhSTESv7rnW/msrU8TiJRIJ0OluROk3GzB0Oh0l46MLlcuJ0Oqkot2prBQIBqgKVVJRXbHhL2mohiomwIdFaMzQ8zN59B9izbz979+/n4OHORYnjPG43ba0tVqdjOp/mpkZqa2qorq7C5/Wu6bi21toUpbOUg3g8TjyRIB5PMDMzw0wyac1nzDBGKslsapZkMrkob8rcnMkQOzu3qD07l80aO2t9L5Vi/gSTwnk9HsrKSikvtywbtTXVll9AdTW11dXU1lTT2FBPSUnJKktpZdFaEwyG6Onro6e3j+7eXivCrN+KMjvS4uP3+6ivq6Outoaa6mrLTyJg+UtUVlRQUV5mOXz6fHi93lPu8DOZDMlkilg8xmRkisnJScKTk4TDVmK/kdExRkZHGRkdY3hkhJmZhSGtoqIiGurraG1uXrCCbLIsAOvt9xHODkQxEYQ8ss58hzu7ONTZSU9vPwODgwwODh1l0nW5XDknysryCnx+H36vF5/Pi8/rw+1xY7fZcn4PNpsNW3Ex6UyGTCaD1hnS6QyZTNpKqpZKmXTxsyRTSWYS2UJuCaudSFjpzGMxy0oRj5+wogCWZchKsubE4XTgdDhwOp3Y7XYcDjsOu5WIzWFS4ltzRy5TrNPlxOlw4nI5cTmduN1ua8ze58Vrxu79fh/lZWUbMn161kemf2CAwaFhSxEYGc0pBaPj40xORnIO20vh9XjweDzY7Xbsdht2mzUvttnImDf77Hx+ft4qI5BIHLcOT1UgkBsGs+Y1tDQ3Wz40jQ3idyUUFKKYCMIJkE6nGRsbp39w0CrSZqq7Bs08HJ4knsjWmDk5hWEpXC5Xrjy7x1SidbvdlhLg8RgHPsuJz+vNX+ZZtL3b7cLtduMyCoiwtmQyGSJTU8ahc5JIJEIsHmd6eppY3BoOy94/c3NzzJu6R+l0miJVlPOFKCouwlZcnPutPR6rnIDX46G8vIzyMqt0QEWF5fwpv72wnljTBGuCsF4oLi6mvr6O+vq6425rpZtPEU8kFgrrmRDWdCZDkVJWgb4iRZEqori4CJfThdPpwOF04rDbN3S6/rOZoqIiKszwFpvW+mwEYf0hiokgnAJKKVwmb4YgCIKwckg4giAIgiAIBYMoJoIgCIIgFAyimAiCIAiCUDCIYiIIgiAIQsEgiokgCIIgCAWDKCaCIAiCIBQMopgIgiAIglAwiGIiCIIgCELBIIqJIAiCIAgFgygmgiAIgiAUDKKYCIIgCIJQMIhiIgiCIAhCwSCKiSAIgiAIBYMoJoIgCIIgFAyimAiCIAiCUDCIYiIIgiAIQsEgiokgCIIgCAWDKCaCIAiCIBQMopgIgiAIglAwiGIiCIIgCELBIIqJIAiCIAgFgygmgiAIgiAUDKKYCIIgCIJQMCit9Vqfw3FRSk0AfWt9HidJAAiu9UkUKCKbpRG5LI/IZnlENssjslmetZZNi9a6aqkV60IxWY8opZ7SWl+01udRiIhslkbksjwim+UR2SyPyGZ5Clk2MpQjCIIgCELBIIqJIAiCIAgFgygmq8fX1/oEChiRzdKIXJZHZLM8IpvlEdksT8HKRnxMBEEQBEEoGMRiIgiCIAhCwSCKiSAIgiAIBYMoJiuMUuplSqmDSqlOpdTNa30+ZwqlVK9SardS6lml1FNmWYVS6ldKqcNmXm6WK6XUF42MdimlLszbz5vN9oeVUm9eq+s5HZRStyulxpVSe/KWrZgslFLPN7LuNN9VZ/YKT51lZHOLUmrI3DvPKqVekbfu/5rrPKiUujZv+ZLPmVKqTSn1hJHZ3Uopx5m7ulNHKdWklHpIKbVfKbVXKfVus3zD3zfHkI3cN0q5lFJPKqWeM7L5iFm+5PUopZzmc6dZ35q3r5OS2aqitZZphSagGOgC2gEH8BywY63P6wxdey8QOGLZfwA3m/bNwCdN+xXAzwEFXAw8YZZXAN1mXm7a5Wt9bacgiyuAC4E9qyEL4EngEvOdnwMvX+trPk3Z3AK8d4ltd5hnyAm0mWer+FjPGfAD4PWm/VXgH9b6mk9QLnXAhabtBw6Z69/w980xZCP3jfVb+kzbDjxh7oclrwd4B/BV0349cPepymw1J7GYrCwvADq11t1a61ng+8ANa3xOa8kNwLdN+9vAjXnL79QWfwDKlFJ1wLXAr7TWYa31JPAr4GVn+qRPF631I0D4iMUrIguzrkRr/bi2/lHuzNtXwbOMbJbjBuD7WuuU1roH6MR6xpZ8zowF4MXAveb7+XIuaLTWI1rrP5n2NLAfaEDum2PJZjk20n2jtdYx89FuJs3y15N/P90LvMRc/0nJbJUvSxSTFaYBGMj7PMixH6CzCQ38j1LqaaXU282yGq31CFh/LkC1Wb6cnM5m+a2ULBpM+8jl653/bYYkbs8OV3DysqkEIlrr+SOWryuMef0CrLdfuW/yOEI2IPcNSqlipdSzwDiWItrF8teTk4FZP4V1/QX1nyyKycqy1JjtRonHvlRrfSHwcuCdSqkrjrHtcnLaiPI7WVmcjTL6CtABnA+MAJ8xyzecbJRSPuA+4D1a6+ixNl1i2UaTjdw3gNY6rbU+H2jEsnBsX2ozM18XshHFZGUZBJryPjcCw2t0LmcUrfWwmY8DP8J6QMaMCRkzHzebLyens1l+KyWLQdM+cvm6RWs9Zv5cM8A3sO4dOHnZBLGGNGxHLF8XKKXsWB3vXVrrH5rFct+wtGzkvlmM1joCPIzlY7Lc9eRkYNaXYg2tFtR/sigmK8sfgc3GI9qB5Vz04zU+p1VHKeVVSvmzbeAaYA/WtWejAt4M3G/aPwZuMpEFFwNTxkz9S+AapVS5McteY5adDayILMy6aaXUxWZs+Ka8fa1Lsh2v4S+w7h2wZPN6E0nQBmzGcuBc8jkzvhMPAa8x38+Xc0FjfstvAvu11p/NW7Xh75vlZCP3DSilqpRSZabtBl6K5YOz3PXk30+vAX5jrv+kZLbqF7ba3rUbbcLylj+ENc73wbU+nzN0ze1Y3trPAXuz1401dvlr4LCZV5jlCvhPI6PdwEV5+3orluNVJ/CWtb62U5TH97BMy3NYbxxvW0lZABdh/Ql3AV/CZHBeD9MysvmOufZdWH96dXnbf9Bc50HyokiWe87Mvfikkdk9gHOtr/kE5XIZlol8F/CsmV4h980xZSP3DZwHPGNksAf412NdD+AynzvN+vZTldlqTpKSXhAEQRCEgkGGcgRBEARBKBhEMREEQRAEoWAQxUQQBEEQhIJBFBNBEARBEAoGUUwEQRAEQSgYRDERBGERSimtlPpO3mebUmpCKfXAKe6vTCn1jrzPVy23L6XUw0qpi46zv7SyqsnuUUr9JJvH4USPLwhCYSOKiSAIRxIHdpqETQB/Dgydxv7KsKqarhQzWuvztdY7sbJWvvMMH18QhFVEFBNBEJbi58ArTfsNWInRAFBKVSil/tsUT/uDUuo8s/wWU0ztYaVUt1LqXeYrnwA6jJXjU2aZTyl1r1LqgFLqLpPdk7xjvE0p9bm8z3+nlMrPiJrlcUxRMaWUTyn1a6XUn5RSu5VS2SqoRx1fKfU+pdQfzTV85HQEJQjCyiKKiSAIS/F9rBTVLqzskk/krfsI8IzW+jzgn4E789ZtA67FqlvyYVPj5Gagy1g53me2uwB4D7ADK0vlpUsc/1Xm+wBvAb6Vv4FSqhh4CQspspPAX2irmOTVwGeMwrPo+Eqpa7BSbr8AqwDc89Wxi04KgnAGEcVEEISj0FrvAlqxrCU/O2L1ZVjpwNFa/waoVEqVmnU/1VqntNZBrIJzNcsc4kmt9aC2CrA9a46Vf/w48BvgOqXUNsCutd5tVruVVeY9BFRglXoHK037x5VSu4AHsSwpSx3/GjM9A/wJS5navLw0BEE4k9iOv4kgCBuUHwOfBq7CqtmS5Vil0FN5y9Is/x9zItvdhmWROcBia8mM1vp8oww9gOVj8kXgr4Eq4Pla6zmlVC9WbZAjUcCtWuuvLXNugiCsIWIxEQRhOW4H/i3PUpHlESwlAKXUVUBQax09xn6mAf/JHlxr/QRWyfU3kufjkrd+CngX8F4z5FMKjBul5GqgZZnj/xJ4q1LKZ66hQSlVfbLnJwjC6iAWE0EQlkRrPQh8YYlVtwDfMkMmCRbKqC+3n5BS6jGl1B4sp9qfnsRp/AA4X2s9ucy+n1FKPYdVjv0u4CdKqaewhocOLHV842eyHXjc+NzGgDdhDT0JgrDGSHVhQRAKFpPv5HNa61+v9bkIgnBmkKEcQRAKDpMU7RCWP4koJYKwgRCLiSAIgiAIBYNYTARBEARBKBhEMREEQRAEoWAQxUQQBEEQhIJBFBNBEARBEAoGUUwEQRAEQSgY/j8HVnNl7uO6CAAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 648x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "# lets plot a simple kde plot\n",
     "sns.kdeplot(data['MonthlyRate'], data['Age'])\n",
@@ -3769,7 +3947,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 47,
+   "execution_count": 44,
    "metadata": {},
    "outputs": [
     {
@@ -3947,22 +4125,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 49,
+   "execution_count": 46,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<seaborn.axisgrid.PairGrid at 0x1fac0956278>"
+       "<seaborn.axisgrid.PairGrid at 0x10ccc0ad0>"
       ]
      },
-     "execution_count": 49,
+     "execution_count": 46,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 2520x2520 with 210 Axes>"
       ]
@@ -3974,7 +4152,7 @@
     }
    ],
    "source": [
-    "heart = pd.read_csv('heart.csv')\n",
+    "heart = pd.read_csv('Datasets/heart.csv')\n",
     "sns.pairplot(heart)"
    ]
   },
@@ -4002,7 +4180,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.8"
+   "version": "3.7.4"
   }
  },
  "nbformat": 4,
diff --git a/07. Introduction to Plotly.ipynb b/07. Introduction to Plotly.ipynb
index fe13425..6107b9e 100644
--- a/07. Introduction to Plotly.ipynb	
+++ b/07. Introduction to Plotly.ipynb	
@@ -132,11 +132,12 @@
       "    express (package)\n",
       "    figure_factory (package)\n",
       "    files\n",
-      "    graph_objects\n",
+      "    graph_objects (package)\n",
       "    graph_objs (package)\n",
       "    grid_objs\n",
       "    io (package)\n",
       "    matplotlylib (package)\n",
+      "    missing_ipywidgets\n",
       "    offline (package)\n",
       "    optional_imports\n",
       "    plotly (package)\n",
@@ -146,18 +147,16 @@
       "    subplots\n",
       "    tools\n",
       "    utils\n",
+      "    validator_cache\n",
       "    validators (package)\n",
       "    version\n",
       "    widgets\n",
       "\n",
-      "DATA\n",
-      "    absolute_import = _Feature((2, 5, 0, 'alpha', 1), (3, 0, 0, 'alpha', 0...\n",
-      "\n",
       "VERSION\n",
-      "    4.5.0\n",
+      "    4.7.1\n",
       "\n",
       "FILE\n",
-      "    c:\\users\\roshan\\appdata\\local\\programs\\python\\python36\\lib\\site-packages\\plotly\\__init__.py\n",
+      "    /opt/anaconda3/lib/python3.7/site-packages/plotly/__init__.py\n",
       "\n",
       "\n"
      ]
@@ -186,7 +185,7 @@
    ],
    "source": [
     "# lets import the dataset on which we are going to work with\n",
-    "data = pd.read_csv('employee.csv')\n",
+    "data = pd.read_csv('Datasets/employee.csv')\n",
     "\n",
     "# lets check the shape of the dataset\n",
     "data.shape"
@@ -435,9 +434,11 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Help on class Bar in module plotly.graph_objs:\n",
+      "Help on class Bar in module plotly.graph_objs._bar:\n",
       "\n",
       "class Bar(plotly.basedatatypes.BaseTraceType)\n",
+      " |  Bar(arg=None, alignmentgroup=None, base=None, basesrc=None, cliponaxis=None, constraintext=None, customdata=None, customdatasrc=None, dx=None, dy=None, error_x=None, error_y=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, insidetextanchor=None, insidetextfont=None, legendgroup=None, marker=None, meta=None, metasrc=None, name=None, offset=None, offsetgroup=None, offsetsrc=None, opacity=None, orientation=None, outsidetextfont=None, r=None, rsrc=None, selected=None, selectedpoints=None, showlegend=None, stream=None, t=None, text=None, textangle=None, textfont=None, textposition=None, textpositionsrc=None, textsrc=None, texttemplate=None, texttemplatesrc=None, tsrc=None, uid=None, uirevision=None, unselected=None, visible=None, width=None, widthsrc=None, x=None, x0=None, xaxis=None, xcalendar=None, xsrc=None, y=None, y0=None, yaxis=None, ycalendar=None, ysrc=None, **kwargs)\n",
+      " |  \n",
       " |  Base class for the all trace types.\n",
       " |  \n",
       " |  Specific trace type classes (Scatter, Bar, etc.) are code generated as\n",
@@ -464,7 +465,7 @@
       " |      ----------\n",
       " |      arg\n",
       " |          dict of properties compatible with this constructor or\n",
-      " |          an instance of plotly.graph_objs.Bar\n",
+      " |          an instance of :class:`plotly.graph_objs.Bar`\n",
       " |      alignmentgroup\n",
       " |          Set several traces linked to the same position axis or\n",
       " |          matching axes to the same alignmentgroup. This controls\n",
@@ -476,7 +477,8 @@
       " |          set \"base\" will be excluded and drawn in \"overlay\" mode\n",
       " |          instead.\n",
       " |      basesrc\n",
-      " |          Sets the source reference on plot.ly for  base .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          base .\n",
       " |      cliponaxis\n",
       " |          Determines whether the text nodes are clipped about the\n",
       " |          subplot axes. To show the text nodes above axis lines\n",
@@ -491,27 +493,29 @@
       " |          that, \"scatter\" traces also appends customdata items in\n",
       " |          the markers DOM elements\n",
       " |      customdatasrc\n",
-      " |          Sets the source reference on plot.ly for  customdata .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          customdata .\n",
       " |      dx\n",
       " |          Sets the x coordinate step. See `x0` for more info.\n",
       " |      dy\n",
       " |          Sets the y coordinate step. See `y0` for more info.\n",
       " |      error_x\n",
-      " |          plotly.graph_objects.bar.ErrorX instance or dict with\n",
-      " |          compatible properties\n",
+      " |          :class:`plotly.graph_objects.bar.ErrorX` instance or\n",
+      " |          dict with compatible properties\n",
       " |      error_y\n",
-      " |          plotly.graph_objects.bar.ErrorY instance or dict with\n",
-      " |          compatible properties\n",
+      " |          :class:`plotly.graph_objects.bar.ErrorY` instance or\n",
+      " |          dict with compatible properties\n",
       " |      hoverinfo\n",
       " |          Determines which trace information appear on hover. If\n",
       " |          `none` or `skip` are set, no information is displayed\n",
       " |          upon hovering. But, if `none` is set, click and hover\n",
       " |          events are still fired.\n",
       " |      hoverinfosrc\n",
-      " |          Sets the source reference on plot.ly for  hoverinfo .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          hoverinfo .\n",
       " |      hoverlabel\n",
-      " |          plotly.graph_objects.bar.Hoverlabel instance or dict\n",
-      " |          with compatible properties\n",
+      " |          :class:`plotly.graph_objects.bar.Hoverlabel` instance\n",
+      " |          or dict with compatible properties\n",
       " |      hovertemplate\n",
       " |          Template string used for rendering the information that\n",
       " |          appear on hover box. Note that this will override\n",
@@ -528,17 +532,17 @@
       " |          details on the date formatting syntax. The variables\n",
       " |          available in `hovertemplate` are the ones emitted as\n",
       " |          event data described at this link\n",
-      " |          https://plot.ly/javascript/plotlyjs-events/#event-data.\n",
-      " |          Additionally, every attributes that can be specified\n",
-      " |          per-point (the ones that are `arrayOk: true`) are\n",
-      " |          available. variables `value` and `label`. Anything\n",
+      " |          https://plotly.com/javascript/plotlyjs-events/#event-\n",
+      " |          data. Additionally, every attributes that can be\n",
+      " |          specified per-point (the ones that are `arrayOk: true`)\n",
+      " |          are available. variables `value` and `label`. Anything\n",
       " |          contained in tag `<extra>` is displayed in the\n",
       " |          secondary box, for example\n",
       " |          \"<extra>{fullData.name}</extra>\". To hide the secondary\n",
       " |          box completely, use an empty tag `<extra></extra>`.\n",
       " |      hovertemplatesrc\n",
-      " |          Sets the source reference on plot.ly for  hovertemplate\n",
-      " |          .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          hovertemplate .\n",
       " |      hovertext\n",
       " |          Sets hover text elements associated with each (x,y)\n",
       " |          pair. If a single string, the same string appears over\n",
@@ -547,13 +551,15 @@
       " |          coordinates. To be seen, trace `hoverinfo` must contain\n",
       " |          a \"text\" flag.\n",
       " |      hovertextsrc\n",
-      " |          Sets the source reference on plot.ly for  hovertext .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          hovertext .\n",
       " |      ids\n",
       " |          Assigns id labels to each datum. These ids for object\n",
       " |          constancy of data points during animation. Should be an\n",
       " |          array of strings, not numbers or any other type.\n",
       " |      idssrc\n",
-      " |          Sets the source reference on plot.ly for  ids .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          ids .\n",
       " |      insidetextanchor\n",
       " |          Determines if texts are kept at center or start/end\n",
       " |          points in `textposition` \"inside\" mode.\n",
@@ -564,8 +570,8 @@
       " |          the same legend group hide/show at the same time when\n",
       " |          toggling legend items.\n",
       " |      marker\n",
-      " |          plotly.graph_objects.bar.Marker instance or dict with\n",
-      " |          compatible properties\n",
+      " |          :class:`plotly.graph_objects.bar.Marker` instance or\n",
+      " |          dict with compatible properties\n",
       " |      meta\n",
       " |          Assigns extra meta information associated with this\n",
       " |          trace that can be used in various text attributes.\n",
@@ -580,7 +586,8 @@
       " |          is the index or key of the `meta` and `n` is the trace\n",
       " |          index.\n",
       " |      metasrc\n",
-      " |          Sets the source reference on plot.ly for  meta .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          meta .\n",
       " |      name\n",
       " |          Sets the trace name. The trace name appear as the\n",
       " |          legend item and on hover.\n",
@@ -594,7 +601,8 @@
       " |          matching axes to the same offsetgroup where bars of the\n",
       " |          same position coordinate will line up.\n",
       " |      offsetsrc\n",
-      " |          Sets the source reference on plot.ly for  offset .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          offset .\n",
       " |      opacity\n",
       " |          Sets the opacity of the trace.\n",
       " |      orientation\n",
@@ -608,10 +616,11 @@
       " |          switch to the \"scatterpolar\" trace type.Sets the radial\n",
       " |          coordinatesfor legacy polar chart only.\n",
       " |      rsrc\n",
-      " |          Sets the source reference on plot.ly for  r .\n",
+      " |          Sets the source reference on Chart Studio Cloud for  r\n",
+      " |          .\n",
       " |      selected\n",
-      " |          plotly.graph_objects.bar.Selected instance or dict with\n",
-      " |          compatible properties\n",
+      " |          :class:`plotly.graph_objects.bar.Selected` instance or\n",
+      " |          dict with compatible properties\n",
       " |      selectedpoints\n",
       " |          Array containing integer indices of selected points.\n",
       " |          Has an effect only for traces that support selections.\n",
@@ -623,8 +632,8 @@
       " |          Determines whether or not an item corresponding to this\n",
       " |          trace is shown in the legend.\n",
       " |      stream\n",
-      " |          plotly.graph_objects.bar.Stream instance or dict with\n",
-      " |          compatible properties\n",
+      " |          :class:`plotly.graph_objects.bar.Stream` instance or\n",
+      " |          dict with compatible properties\n",
       " |      t\n",
       " |          t coordinates in scatter traces are deprecated!Please\n",
       " |          switch to the \"scatterpolar\" trace type.Sets the\n",
@@ -655,10 +664,11 @@
       " |          inside the bar, but if the bar is too small and no bar\n",
       " |          is stacked on this one the text is moved outside.\n",
       " |      textpositionsrc\n",
-      " |          Sets the source reference on plot.ly for  textposition\n",
-      " |          .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          textposition .\n",
       " |      textsrc\n",
-      " |          Sets the source reference on plot.ly for  text .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          text .\n",
       " |      texttemplate\n",
       " |          Template string used for rendering the information text\n",
       " |          that appear on points. Note that this will override\n",
@@ -677,10 +687,11 @@
       " |          `arrayOk: true`) are available. variables `value` and\n",
       " |          `label`.\n",
       " |      texttemplatesrc\n",
-      " |          Sets the source reference on plot.ly for  texttemplate\n",
-      " |          .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          texttemplate .\n",
       " |      tsrc\n",
-      " |          Sets the source reference on plot.ly for  t .\n",
+      " |          Sets the source reference on Chart Studio Cloud for  t\n",
+      " |          .\n",
       " |      uid\n",
       " |          Assign an id to this trace, Use this to provide object\n",
       " |          constancy between traces during animations and\n",
@@ -704,8 +715,8 @@
       " |          preserve user-driven changes if you give each trace a\n",
       " |          `uid` that stays with it as it moves.\n",
       " |      unselected\n",
-      " |          plotly.graph_objects.bar.Unselected instance or dict\n",
-      " |          with compatible properties\n",
+      " |          :class:`plotly.graph_objects.bar.Unselected` instance\n",
+      " |          or dict with compatible properties\n",
       " |      visible\n",
       " |          Determines whether or not this trace is visible. If\n",
       " |          \"legendonly\", the trace is not drawn, but can appear as\n",
@@ -714,7 +725,8 @@
       " |      width\n",
       " |          Sets the bar width (in position axis units).\n",
       " |      widthsrc\n",
-      " |          Sets the source reference on plot.ly for  width .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          width .\n",
       " |      x\n",
       " |          Sets the x coordinates.\n",
       " |      x0\n",
@@ -729,7 +741,8 @@
       " |      xcalendar\n",
       " |          Sets the calendar system to use with `x` date data.\n",
       " |      xsrc\n",
-      " |          Sets the source reference on plot.ly for  x .\n",
+      " |          Sets the source reference on Chart Studio Cloud for  x\n",
+      " |          .\n",
       " |      y\n",
       " |          Sets the y coordinates.\n",
       " |      y0\n",
@@ -744,7 +757,8 @@
       " |      ycalendar\n",
       " |          Sets the calendar system to use with `y` date data.\n",
       " |      ysrc\n",
-      " |          Sets the source reference on plot.ly for  y .\n",
+      " |          Sets the source reference on Chart Studio Cloud for  y\n",
+      " |          .\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -778,7 +792,7 @@
       " |      Any|numpy.ndarray\n",
       " |  \n",
       " |  basesrc\n",
-      " |      Sets the source reference on plot.ly for  base .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  base .\n",
       " |      \n",
       " |      The 'basesrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -826,7 +840,8 @@
       " |      numpy.ndarray\n",
       " |  \n",
       " |  customdatasrc\n",
-      " |      Sets the source reference on plot.ly for  customdata .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  customdata\n",
+      " |      .\n",
       " |      \n",
       " |      The 'customdatasrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -858,7 +873,7 @@
       " |  error_x\n",
       " |      The 'error_x' property is an instance of ErrorX\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.bar.ErrorX\n",
+      " |        - An instance of :class:`plotly.graph_objs.bar.ErrorX`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the ErrorX constructor\n",
       " |      \n",
@@ -874,11 +889,11 @@
       " |                  vertical (horizontal) bars Values are plotted\n",
       " |                  relative to the underlying data.\n",
       " |              arrayminussrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  arrayminus .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  arrayminus .\n",
       " |              arraysrc\n",
-      " |                  Sets the source reference on plot.ly for  array\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  array .\n",
       " |              color\n",
       " |                  Sets the stoke color of the error bars.\n",
       " |              copy_ystyle\n",
@@ -929,7 +944,7 @@
       " |  error_y\n",
       " |      The 'error_y' property is an instance of ErrorY\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.bar.ErrorY\n",
+      " |        - An instance of :class:`plotly.graph_objs.bar.ErrorY`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the ErrorY constructor\n",
       " |      \n",
@@ -945,11 +960,11 @@
       " |                  vertical (horizontal) bars Values are plotted\n",
       " |                  relative to the underlying data.\n",
       " |              arrayminussrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  arrayminus .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  arrayminus .\n",
       " |              arraysrc\n",
-      " |                  Sets the source reference on plot.ly for  array\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  array .\n",
       " |              color\n",
       " |                  Sets the stoke color of the error bars.\n",
       " |              symmetric\n",
@@ -1012,7 +1027,8 @@
       " |      Any|numpy.ndarray\n",
       " |  \n",
       " |  hoverinfosrc\n",
-      " |      Sets the source reference on plot.ly for  hoverinfo .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  hoverinfo\n",
+      " |      .\n",
       " |      \n",
       " |      The 'hoverinfosrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -1024,7 +1040,7 @@
       " |  hoverlabel\n",
       " |      The 'hoverlabel' property is an instance of Hoverlabel\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.bar.Hoverlabel\n",
+      " |        - An instance of :class:`plotly.graph_objs.bar.Hoverlabel`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Hoverlabel constructor\n",
       " |      \n",
@@ -1036,20 +1052,20 @@
       " |                  only if the hover label text spans more two or\n",
       " |                  more lines\n",
       " |              alignsrc\n",
-      " |                  Sets the source reference on plot.ly for  align\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  align .\n",
       " |              bgcolor\n",
       " |                  Sets the background color of the hover labels\n",
       " |                  for this trace\n",
       " |              bgcolorsrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  bgcolor .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  bgcolor .\n",
       " |              bordercolor\n",
       " |                  Sets the border color of the hover labels for\n",
       " |                  this trace.\n",
       " |              bordercolorsrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  bordercolor .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  bordercolor .\n",
       " |              font\n",
       " |                  Sets the font used in hover labels.\n",
       " |              namelength\n",
@@ -1063,8 +1079,8 @@
       " |                  to `namelength - 3` characters and add an\n",
       " |                  ellipsis.\n",
       " |              namelengthsrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  namelength .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  namelength .\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -1084,7 +1100,7 @@
       " |      reference/blob/master/Time-Formatting.md#format for details on\n",
       " |      the date formatting syntax. The variables available in\n",
       " |      `hovertemplate` are the ones emitted as event data described at\n",
-      " |      this link https://plot.ly/javascript/plotlyjs-events/#event-\n",
+      " |      this link https://plotly.com/javascript/plotlyjs-events/#event-\n",
       " |      data. Additionally, every attributes that can be specified per-\n",
       " |      point (the ones that are `arrayOk: true`) are available.\n",
       " |      variables `value` and `label`. Anything contained in tag\n",
@@ -1102,7 +1118,8 @@
       " |      str|numpy.ndarray\n",
       " |  \n",
       " |  hovertemplatesrc\n",
-      " |      Sets the source reference on plot.ly for  hovertemplate .\n",
+      " |      Sets the source reference on Chart Studio Cloud for\n",
+      " |      hovertemplate .\n",
       " |      \n",
       " |      The 'hovertemplatesrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -1128,7 +1145,8 @@
       " |      str|numpy.ndarray\n",
       " |  \n",
       " |  hovertextsrc\n",
-      " |      Sets the source reference on plot.ly for  hovertext .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  hovertext\n",
+      " |      .\n",
       " |      \n",
       " |      The 'hovertextsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -1150,7 +1168,7 @@
       " |      numpy.ndarray\n",
       " |  \n",
       " |  idssrc\n",
-      " |      Sets the source reference on plot.ly for  ids .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  ids .\n",
       " |      \n",
       " |      The 'idssrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -1176,7 +1194,7 @@
       " |      \n",
       " |      The 'insidetextfont' property is an instance of Insidetextfont\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.bar.Insidetextfont\n",
+      " |        - An instance of :class:`plotly.graph_objs.bar.Insidetextfont`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Insidetextfont constructor\n",
       " |      \n",
@@ -1185,8 +1203,8 @@
       " |              color\n",
       " |      \n",
       " |              colorsrc\n",
-      " |                  Sets the source reference on plot.ly for  color\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  color .\n",
       " |              family\n",
       " |                  HTML font family - the typeface that will be\n",
       " |                  applied by the web browser. The web browser\n",
@@ -1195,22 +1213,23 @@
       " |                  Provide multiple font families, separated by\n",
       " |                  commas, to indicate the preference in which to\n",
       " |                  apply fonts if they aren't available on the\n",
-      " |                  system. The plotly service (at https://plot.ly\n",
-      " |                  or on-premise) generates images on a server,\n",
-      " |                  where only a select number of fonts are\n",
-      " |                  installed and supported. These include \"Arial\",\n",
-      " |                  \"Balto\", \"Courier New\", \"Droid Sans\",, \"Droid\n",
-      " |                  Serif\", \"Droid Sans Mono\", \"Gravitas One\", \"Old\n",
+      " |                  system. The Chart Studio Cloud (at\n",
+      " |                  https://chart-studio.plotly.com or on-premise)\n",
+      " |                  generates images on a server, where only a\n",
+      " |                  select number of fonts are installed and\n",
+      " |                  supported. These include \"Arial\", \"Balto\",\n",
+      " |                  \"Courier New\", \"Droid Sans\",, \"Droid Serif\",\n",
+      " |                  \"Droid Sans Mono\", \"Gravitas One\", \"Old\n",
       " |                  Standard TT\", \"Open Sans\", \"Overpass\", \"PT Sans\n",
       " |                  Narrow\", \"Raleway\", \"Times New Roman\".\n",
       " |              familysrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  family .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  family .\n",
       " |              size\n",
       " |      \n",
       " |              sizesrc\n",
-      " |                  Sets the source reference on plot.ly for  size\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  size .\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -1232,7 +1251,7 @@
       " |  marker\n",
       " |      The 'marker' property is an instance of Marker\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.bar.Marker\n",
+      " |        - An instance of :class:`plotly.graph_objs.bar.Marker`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Marker constructor\n",
       " |      \n",
@@ -1292,8 +1311,8 @@
       " |                  color scales can be linked to the same color\n",
       " |                  axis.\n",
       " |              colorbar\n",
-      " |                  plotly.graph_objects.bar.marker.ColorBar\n",
-      " |                  instance or dict with compatible properties\n",
+      " |                  :class:`plotly.graph_objects.bar.marker.ColorBa\n",
+      " |                  r` instance or dict with compatible properties\n",
       " |              colorscale\n",
       " |                  Sets the colorscale. Has an effect only if in\n",
       " |                  `marker.color`is set to a numerical array. The\n",
@@ -1311,16 +1330,16 @@
       " |                  ues,Picnic,Rainbow,Portland,Jet,Hot,Blackbody,E\n",
       " |                  arth,Electric,Viridis,Cividis.\n",
       " |              colorsrc\n",
-      " |                  Sets the source reference on plot.ly for  color\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  color .\n",
       " |              line\n",
-      " |                  plotly.graph_objects.bar.marker.Line instance\n",
-      " |                  or dict with compatible properties\n",
+      " |                  :class:`plotly.graph_objects.bar.marker.Line`\n",
+      " |                  instance or dict with compatible properties\n",
       " |              opacity\n",
       " |                  Sets the opacity of the bars.\n",
       " |              opacitysrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  opacity .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  opacity .\n",
       " |              reversescale\n",
       " |                  Reverses the color mapping if true. Has an\n",
       " |                  effect only if in `marker.color`is set to a\n",
@@ -1356,7 +1375,7 @@
       " |      Any|numpy.ndarray\n",
       " |  \n",
       " |  metasrc\n",
-      " |      Sets the source reference on plot.ly for  meta .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  meta .\n",
       " |      \n",
       " |      The 'metasrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -1404,7 +1423,7 @@
       " |      str\n",
       " |  \n",
       " |  offsetsrc\n",
-      " |      Sets the source reference on plot.ly for  offset .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  offset .\n",
       " |      \n",
       " |      The 'offsetsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -1440,7 +1459,7 @@
       " |      \n",
       " |      The 'outsidetextfont' property is an instance of Outsidetextfont\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.bar.Outsidetextfont\n",
+      " |        - An instance of :class:`plotly.graph_objs.bar.Outsidetextfont`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Outsidetextfont constructor\n",
       " |      \n",
@@ -1449,8 +1468,8 @@
       " |              color\n",
       " |      \n",
       " |              colorsrc\n",
-      " |                  Sets the source reference on plot.ly for  color\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  color .\n",
       " |              family\n",
       " |                  HTML font family - the typeface that will be\n",
       " |                  applied by the web browser. The web browser\n",
@@ -1459,22 +1478,23 @@
       " |                  Provide multiple font families, separated by\n",
       " |                  commas, to indicate the preference in which to\n",
       " |                  apply fonts if they aren't available on the\n",
-      " |                  system. The plotly service (at https://plot.ly\n",
-      " |                  or on-premise) generates images on a server,\n",
-      " |                  where only a select number of fonts are\n",
-      " |                  installed and supported. These include \"Arial\",\n",
-      " |                  \"Balto\", \"Courier New\", \"Droid Sans\",, \"Droid\n",
-      " |                  Serif\", \"Droid Sans Mono\", \"Gravitas One\", \"Old\n",
+      " |                  system. The Chart Studio Cloud (at\n",
+      " |                  https://chart-studio.plotly.com or on-premise)\n",
+      " |                  generates images on a server, where only a\n",
+      " |                  select number of fonts are installed and\n",
+      " |                  supported. These include \"Arial\", \"Balto\",\n",
+      " |                  \"Courier New\", \"Droid Sans\",, \"Droid Serif\",\n",
+      " |                  \"Droid Sans Mono\", \"Gravitas One\", \"Old\n",
       " |                  Standard TT\", \"Open Sans\", \"Overpass\", \"PT Sans\n",
       " |                  Narrow\", \"Raleway\", \"Times New Roman\".\n",
       " |              familysrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  family .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  family .\n",
       " |              size\n",
       " |      \n",
       " |              sizesrc\n",
-      " |                  Sets the source reference on plot.ly for  size\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  size .\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -1493,7 +1513,7 @@
       " |      numpy.ndarray\n",
       " |  \n",
       " |  rsrc\n",
-      " |      Sets the source reference on plot.ly for  r .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  r .\n",
       " |      \n",
       " |      The 'rsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -1505,18 +1525,19 @@
       " |  selected\n",
       " |      The 'selected' property is an instance of Selected\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.bar.Selected\n",
+      " |        - An instance of :class:`plotly.graph_objs.bar.Selected`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Selected constructor\n",
       " |      \n",
       " |          Supported dict properties:\n",
       " |              \n",
       " |              marker\n",
-      " |                  plotly.graph_objects.bar.selected.Marker\n",
-      " |                  instance or dict with compatible properties\n",
+      " |                  :class:`plotly.graph_objects.bar.selected.Marke\n",
+      " |                  r` instance or dict with compatible properties\n",
       " |              textfont\n",
-      " |                  plotly.graph_objects.bar.selected.Textfont\n",
-      " |                  instance or dict with compatible properties\n",
+      " |                  :class:`plotly.graph_objects.bar.selected.Textf\n",
+      " |                  ont` instance or dict with compatible\n",
+      " |                  properties\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -1550,7 +1571,7 @@
       " |  stream\n",
       " |      The 'stream' property is an instance of Stream\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.bar.Stream\n",
+      " |        - An instance of :class:`plotly.graph_objs.bar.Stream`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Stream constructor\n",
       " |      \n",
@@ -1563,8 +1584,8 @@
       " |                  points will be displayed on the plot.\n",
       " |              token\n",
       " |                  The stream id number links a data trace on a\n",
-      " |                  plot with a stream. See\n",
-      " |                  https://plot.ly/settings for more details.\n",
+      " |                  plot with a stream. See https://chart-\n",
+      " |                  studio.plotly.com/settings for more details.\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -1619,7 +1640,7 @@
       " |      \n",
       " |      The 'textfont' property is an instance of Textfont\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.bar.Textfont\n",
+      " |        - An instance of :class:`plotly.graph_objs.bar.Textfont`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Textfont constructor\n",
       " |      \n",
@@ -1628,8 +1649,8 @@
       " |              color\n",
       " |      \n",
       " |              colorsrc\n",
-      " |                  Sets the source reference on plot.ly for  color\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  color .\n",
       " |              family\n",
       " |                  HTML font family - the typeface that will be\n",
       " |                  applied by the web browser. The web browser\n",
@@ -1638,22 +1659,23 @@
       " |                  Provide multiple font families, separated by\n",
       " |                  commas, to indicate the preference in which to\n",
       " |                  apply fonts if they aren't available on the\n",
-      " |                  system. The plotly service (at https://plot.ly\n",
-      " |                  or on-premise) generates images on a server,\n",
-      " |                  where only a select number of fonts are\n",
-      " |                  installed and supported. These include \"Arial\",\n",
-      " |                  \"Balto\", \"Courier New\", \"Droid Sans\",, \"Droid\n",
-      " |                  Serif\", \"Droid Sans Mono\", \"Gravitas One\", \"Old\n",
+      " |                  system. The Chart Studio Cloud (at\n",
+      " |                  https://chart-studio.plotly.com or on-premise)\n",
+      " |                  generates images on a server, where only a\n",
+      " |                  select number of fonts are installed and\n",
+      " |                  supported. These include \"Arial\", \"Balto\",\n",
+      " |                  \"Courier New\", \"Droid Sans\",, \"Droid Serif\",\n",
+      " |                  \"Droid Sans Mono\", \"Gravitas One\", \"Old\n",
       " |                  Standard TT\", \"Open Sans\", \"Overpass\", \"PT Sans\n",
       " |                  Narrow\", \"Raleway\", \"Times New Roman\".\n",
       " |              familysrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  family .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  family .\n",
       " |              size\n",
       " |      \n",
       " |              sizesrc\n",
-      " |                  Sets the source reference on plot.ly for  size\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  size .\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -1678,7 +1700,8 @@
       " |      Any|numpy.ndarray\n",
       " |  \n",
       " |  textpositionsrc\n",
-      " |      Sets the source reference on plot.ly for  textposition .\n",
+      " |      Sets the source reference on Chart Studio Cloud for\n",
+      " |      textposition .\n",
       " |      \n",
       " |      The 'textpositionsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -1688,7 +1711,7 @@
       " |      str\n",
       " |  \n",
       " |  textsrc\n",
-      " |      Sets the source reference on plot.ly for  text .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  text .\n",
       " |      \n",
       " |      The 'textsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -1723,7 +1746,8 @@
       " |      str|numpy.ndarray\n",
       " |  \n",
       " |  texttemplatesrc\n",
-      " |      Sets the source reference on plot.ly for  texttemplate .\n",
+      " |      Sets the source reference on Chart Studio Cloud for\n",
+      " |      texttemplate .\n",
       " |      \n",
       " |      The 'texttemplatesrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -1733,7 +1757,7 @@
       " |      str\n",
       " |  \n",
       " |  tsrc\n",
-      " |      Sets the source reference on plot.ly for  t .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  t .\n",
       " |      \n",
       " |      The 'tsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -1782,18 +1806,20 @@
       " |  unselected\n",
       " |      The 'unselected' property is an instance of Unselected\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.bar.Unselected\n",
+      " |        - An instance of :class:`plotly.graph_objs.bar.Unselected`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Unselected constructor\n",
       " |      \n",
       " |          Supported dict properties:\n",
       " |              \n",
       " |              marker\n",
-      " |                  plotly.graph_objects.bar.unselected.Marker\n",
-      " |                  instance or dict with compatible properties\n",
+      " |                  :class:`plotly.graph_objects.bar.unselected.Mar\n",
+      " |                  ker` instance or dict with compatible\n",
+      " |                  properties\n",
       " |              textfont\n",
-      " |                  plotly.graph_objects.bar.unselected.Textfont\n",
-      " |                  instance or dict with compatible properties\n",
+      " |                  :class:`plotly.graph_objects.bar.unselected.Tex\n",
+      " |                  tfont` instance or dict with compatible\n",
+      " |                  properties\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -1824,7 +1850,7 @@
       " |      int|float|numpy.ndarray\n",
       " |  \n",
       " |  widthsrc\n",
-      " |      Sets the source reference on plot.ly for  width .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  width .\n",
       " |      \n",
       " |      The 'widthsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -1884,7 +1910,7 @@
       " |      Any\n",
       " |  \n",
       " |  xsrc\n",
-      " |      Sets the source reference on plot.ly for  x .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  x .\n",
       " |      \n",
       " |      The 'xsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -1944,7 +1970,7 @@
       " |      Any\n",
       " |  \n",
       " |  ysrc\n",
-      " |      Sets the source reference on plot.ly for  y .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  y .\n",
       " |      \n",
       " |      The 'ysrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -4736,20 +4762,20 @@
        "<div>\n",
        "        \n",
        "        \n",
-       "            <div id=\"d69379d6-c7b1-4041-8368-983c4c8c5a11\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+       "            <div id=\"8ede8707-8460-432b-9b67-a0a9aa4db285\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
        "            <script type=\"text/javascript\">\n",
        "                require([\"plotly\"], function(Plotly) {\n",
        "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
        "                    \n",
-       "                if (document.getElementById(\"d69379d6-c7b1-4041-8368-983c4c8c5a11\")) {\n",
+       "                if (document.getElementById(\"8ede8707-8460-432b-9b67-a0a9aa4db285\")) {\n",
        "                    Plotly.newPlot(\n",
-       "                        'd69379d6-c7b1-4041-8368-983c4c8c5a11',\n",
+       "                        '8ede8707-8460-432b-9b67-a0a9aa4db285',\n",
        "                        [{\"opacity\": 0.75, \"type\": \"histogram\", \"x\": [\"Sales\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Sales\", \"Research & Development\", \"Research & Development\", \"Sales\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Sales\", \"Research & Development\", \"Sales\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Sales\", \"Research & Development\", \"Research & Development\", \"Sales\", \"Sales\", \"Research & Development\", \"Sales\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Sales\", \"Research & Development\", \"Research & Development\", \"Sales\", \"Research & Development\", \"Sales\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Sales\", \"Research & Development\", \"Sales\", \"Research & Development\", \"Sales\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Sales\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Sales\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Research & Development\", \"Sales\", \"Research & Development\", \"Research & Development\", 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-       "var gd = document.getElementById('d69379d6-c7b1-4041-8368-983c4c8c5a11');\n",
+       "var gd = document.getElementById('8ede8707-8460-432b-9b67-a0a9aa4db285');\n",
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        "                require([\"plotly\"], function(Plotly) {\n",
        "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
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-       "                if (document.getElementById(\"ae65baa3-a6d9-4057-9347-b9bf31848831\")) {\n",
+       "                if (document.getElementById(\"f224ff89-b4d1-4308-9a0f-eca532f8a973\")) {\n",
        "                    Plotly.newPlot(\n",
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        "                        {\"responsive\": true}\n",
        "                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('70f95df7-1fa5-44b1-8c2e-86ea80f3d1c5');\n",
+       "var gd = document.getElementById('64df339c-6089-4f49-bebc-ab70df5f963a');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -19270,20 +19296,20 @@
        "<div>\n",
        "        \n",
        "        \n",
-       "            <div id=\"69e46baf-5860-4892-acfd-34a639630bf8\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+       "            <div id=\"84ee3179-db07-4cba-a495-a5008d726c4d\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
        "            <script type=\"text/javascript\">\n",
        "                require([\"plotly\"], function(Plotly) {\n",
        "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
        "                    \n",
-       "                if (document.getElementById(\"69e46baf-5860-4892-acfd-34a639630bf8\")) {\n",
+       "                if (document.getElementById(\"84ee3179-db07-4cba-a495-a5008d726c4d\")) {\n",
        "                    Plotly.newPlot(\n",
-       "                        '69e46baf-5860-4892-acfd-34a639630bf8',\n",
+       "                        '84ee3179-db07-4cba-a495-a5008d726c4d',\n",
        "                        [{\"hovertext\": [\"27% market share\", \"24% market share\", \"19% market share\"], \"marker\": {\"color\": \"rgb(158,202,225)\", \"line\": {\"color\": \"rgb(8,48,107)\", \"width\": 1.5}}, \"opacity\": 0.6, \"type\": \"bar\", \"x\": [\"Product A\", \"Product B\", \"Product C\"], \"y\": [20, 14, 23]}],\n",
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\"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"January 2013 Sales Report\"}},\n",
        "                        {\"responsive\": true}\n",
        "                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('69e46baf-5860-4892-acfd-34a639630bf8');\n",
+       "var gd = document.getElementById('84ee3179-db07-4cba-a495-a5008d726c4d');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -19350,6 +19376,8 @@
       "Help on class Line in module plotly.graph_objs._deprecations:\n",
       "\n",
       "class Line(builtins.dict)\n",
+      " |  Line(*args, **kwargs)\n",
+      " |  \n",
       " |      plotly.graph_objs.Line is deprecated.\n",
       " |  Please replace it with one of the following more specific types\n",
       " |    - plotly.graph_objs.scatter.Line\n",
@@ -19383,7 +19411,7 @@
       " |  Methods inherited from builtins.dict:\n",
       " |  \n",
       " |  __contains__(self, key, /)\n",
-      " |      True if D has a key k, else False.\n",
+      " |      True if the dictionary has the specified key, else False.\n",
       " |  \n",
       " |  __delitem__(self, key, /)\n",
       " |      Delete self[key].\n",
@@ -19418,9 +19446,6 @@
       " |  __ne__(self, value, /)\n",
       " |      Return self!=value.\n",
       " |  \n",
-      " |  __new__(*args, **kwargs) from builtins.type\n",
-      " |      Create and return a new object.  See help(type) for accurate signature.\n",
-      " |  \n",
       " |  __repr__(self, /)\n",
       " |      Return repr(self).\n",
       " |  \n",
@@ -19436,11 +19461,8 @@
       " |  copy(...)\n",
       " |      D.copy() -> a shallow copy of D\n",
       " |  \n",
-      " |  fromkeys(iterable, value=None, /) from builtins.type\n",
-      " |      Returns a new dict with keys from iterable and values equal to value.\n",
-      " |  \n",
-      " |  get(...)\n",
-      " |      D.get(k[,d]) -> D[k] if k in D, else d.  d defaults to None.\n",
+      " |  get(self, key, default=None, /)\n",
+      " |      Return the value for key if key is in the dictionary, else default.\n",
       " |  \n",
       " |  items(...)\n",
       " |      D.items() -> a set-like object providing a view on D's items\n",
@@ -19456,8 +19478,10 @@
       " |      D.popitem() -> (k, v), remove and return some (key, value) pair as a\n",
       " |      2-tuple; but raise KeyError if D is empty.\n",
       " |  \n",
-      " |  setdefault(...)\n",
-      " |      D.setdefault(k[,d]) -> D.get(k,d), also set D[k]=d if k not in D\n",
+      " |  setdefault(self, key, default=None, /)\n",
+      " |      Insert key with a value of default if key is not in the dictionary.\n",
+      " |      \n",
+      " |      Return the value for key if key is in the dictionary, else default.\n",
       " |  \n",
       " |  update(...)\n",
       " |      D.update([E, ]**F) -> None.  Update D from dict/iterable E and F.\n",
@@ -19469,6 +19493,18 @@
       " |      D.values() -> an object providing a view on D's values\n",
       " |  \n",
       " |  ----------------------------------------------------------------------\n",
+      " |  Class methods inherited from builtins.dict:\n",
+      " |  \n",
+      " |  fromkeys(iterable, value=None, /) from builtins.type\n",
+      " |      Create a new dictionary with keys from iterable and values set to value.\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Static methods inherited from builtins.dict:\n",
+      " |  \n",
+      " |  __new__(*args, **kwargs) from builtins.type\n",
+      " |      Create and return a new object.  See help(type) for accurate signature.\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
       " |  Data and other attributes inherited from builtins.dict:\n",
       " |  \n",
       " |  __hash__ = None\n",
@@ -20546,20 +20582,20 @@
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        "        \n",
        "        \n",
-       "            <div id=\"50365617-477b-41df-8f13-0a42c6d0d309\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+       "            <div id=\"e1df14b1-cb53-4128-8635-a327ad2cdf48\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
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        "                require([\"plotly\"], function(Plotly) {\n",
        "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
        "                    \n",
-       "                if (document.getElementById(\"50365617-477b-41df-8f13-0a42c6d0d309\")) {\n",
+       "                if (document.getElementById(\"e1df14b1-cb53-4128-8635-a327ad2cdf48\")) {\n",
        "                    Plotly.newPlot(\n",
-       "                        '50365617-477b-41df-8f13-0a42c6d0d309',\n",
+       "                        'e1df14b1-cb53-4128-8635-a327ad2cdf48',\n",
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        "                        {\"responsive\": true}\n",
        "                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('50365617-477b-41df-8f13-0a42c6d0d309');\n",
+       "var gd = document.getElementById('e1df14b1-cb53-4128-8635-a327ad2cdf48');\n",
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@@ -21845,20 +21881,20 @@
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-       "            <div id=\"86e2edf3-f805-4476-bc19-f70ecbd4562d\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+       "            <div id=\"33946cae-7908-4f65-80cd-df1cb3fab60c\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
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        "                require([\"plotly\"], function(Plotly) {\n",
        "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
        "                    \n",
-       "                if (document.getElementById(\"86e2edf3-f805-4476-bc19-f70ecbd4562d\")) {\n",
+       "                if (document.getElementById(\"33946cae-7908-4f65-80cd-df1cb3fab60c\")) {\n",
        "                    Plotly.newPlot(\n",
-       "                        '86e2edf3-f805-4476-bc19-f70ecbd4562d',\n",
+       "                        '33946cae-7908-4f65-80cd-df1cb3fab60c',\n",
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\"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"xaxis\": {\"linecolor\": \"rgb(204, 204, 204)\", \"linewidth\": 2, \"showgrid\": false, \"showline\": true, \"showticklabels\": true, \"tickfont\": {\"color\": \"rgb(82, 82, 82)\", \"family\": \"Arial\", \"size\": 12}, \"ticks\": \"outside\"}, \"yaxis\": {\"showgrid\": false, \"showline\": false, \"showticklabels\": false, \"zeroline\": false}},\n",
        "                        {\"responsive\": true}\n",
        "                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('86e2edf3-f805-4476-bc19-f70ecbd4562d');\n",
+       "var gd = document.getElementById('33946cae-7908-4f65-80cd-df1cb3fab60c');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -22013,9 +22049,11 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Help on class Pie in module plotly.graph_objs:\n",
+      "Help on class Pie in module plotly.graph_objs._pie:\n",
       "\n",
       "class Pie(plotly.basedatatypes.BaseTraceType)\n",
+      " |  Pie(arg=None, automargin=None, customdata=None, customdatasrc=None, direction=None, dlabel=None, domain=None, hole=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, insidetextfont=None, insidetextorientation=None, label0=None, labels=None, labelssrc=None, legendgroup=None, marker=None, meta=None, metasrc=None, name=None, opacity=None, outsidetextfont=None, pull=None, pullsrc=None, rotation=None, scalegroup=None, showlegend=None, sort=None, stream=None, text=None, textfont=None, textinfo=None, textposition=None, textpositionsrc=None, textsrc=None, texttemplate=None, texttemplatesrc=None, title=None, titlefont=None, titleposition=None, uid=None, uirevision=None, values=None, valuessrc=None, visible=None, **kwargs)\n",
+      " |  \n",
       " |  Base class for the all trace types.\n",
       " |  \n",
       " |  Specific trace type classes (Scatter, Bar, etc.) are code generated as\n",
@@ -22041,7 +22079,7 @@
       " |      ----------\n",
       " |      arg\n",
       " |          dict of properties compatible with this constructor or\n",
-      " |          an instance of plotly.graph_objs.Pie\n",
+      " |          an instance of :class:`plotly.graph_objs.Pie`\n",
       " |      automargin\n",
       " |          Determines whether outside text labels can push the\n",
       " |          margins.\n",
@@ -22051,15 +22089,16 @@
       " |          that, \"scatter\" traces also appends customdata items in\n",
       " |          the markers DOM elements\n",
       " |      customdatasrc\n",
-      " |          Sets the source reference on plot.ly for  customdata .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          customdata .\n",
       " |      direction\n",
       " |          Specifies the direction at which succeeding sectors\n",
       " |          follow one another.\n",
       " |      dlabel\n",
       " |          Sets the label step. See `label0` for more info.\n",
       " |      domain\n",
-      " |          plotly.graph_objects.pie.Domain instance or dict with\n",
-      " |          compatible properties\n",
+      " |          :class:`plotly.graph_objects.pie.Domain` instance or\n",
+      " |          dict with compatible properties\n",
       " |      hole\n",
       " |          Sets the fraction of the radius to cut out of the pie.\n",
       " |          Use this to make a donut chart.\n",
@@ -22069,10 +22108,11 @@
       " |          upon hovering. But, if `none` is set, click and hover\n",
       " |          events are still fired.\n",
       " |      hoverinfosrc\n",
-      " |          Sets the source reference on plot.ly for  hoverinfo .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          hoverinfo .\n",
       " |      hoverlabel\n",
-      " |          plotly.graph_objects.pie.Hoverlabel instance or dict\n",
-      " |          with compatible properties\n",
+      " |          :class:`plotly.graph_objects.pie.Hoverlabel` instance\n",
+      " |          or dict with compatible properties\n",
       " |      hovertemplate\n",
       " |          Template string used for rendering the information that\n",
       " |          appear on hover box. Note that this will override\n",
@@ -22089,18 +22129,18 @@
       " |          details on the date formatting syntax. The variables\n",
       " |          available in `hovertemplate` are the ones emitted as\n",
       " |          event data described at this link\n",
-      " |          https://plot.ly/javascript/plotlyjs-events/#event-data.\n",
-      " |          Additionally, every attributes that can be specified\n",
-      " |          per-point (the ones that are `arrayOk: true`) are\n",
-      " |          available. variables `label`, `color`, `value`,\n",
+      " |          https://plotly.com/javascript/plotlyjs-events/#event-\n",
+      " |          data. Additionally, every attributes that can be\n",
+      " |          specified per-point (the ones that are `arrayOk: true`)\n",
+      " |          are available. variables `label`, `color`, `value`,\n",
       " |          `percent` and `text`. Anything contained in tag\n",
       " |          `<extra>` is displayed in the secondary box, for\n",
       " |          example \"<extra>{fullData.name}</extra>\". To hide the\n",
       " |          secondary box completely, use an empty tag\n",
       " |          `<extra></extra>`.\n",
       " |      hovertemplatesrc\n",
-      " |          Sets the source reference on plot.ly for  hovertemplate\n",
-      " |          .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          hovertemplate .\n",
       " |      hovertext\n",
       " |          Sets hover text elements associated with each sector.\n",
       " |          If a single string, the same string appears for all\n",
@@ -22108,23 +22148,28 @@
       " |          mapped in order of this trace's sectors. To be seen,\n",
       " |          trace `hoverinfo` must contain a \"text\" flag.\n",
       " |      hovertextsrc\n",
-      " |          Sets the source reference on plot.ly for  hovertext .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          hovertext .\n",
       " |      ids\n",
       " |          Assigns id labels to each datum. These ids for object\n",
       " |          constancy of data points during animation. Should be an\n",
       " |          array of strings, not numbers or any other type.\n",
       " |      idssrc\n",
-      " |          Sets the source reference on plot.ly for  ids .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          ids .\n",
       " |      insidetextfont\n",
       " |          Sets the font used for `textinfo` lying inside the\n",
       " |          sector.\n",
       " |      insidetextorientation\n",
-      " |          Determines the orientation of text inside slices. With\n",
-      " |          \"auto\" the texts may automatically be rotated to fit\n",
-      " |          with the maximum size inside the slice. Using\n",
-      " |          \"horizontal\" option forces text to be horizontal. Using\n",
-      " |          \"radial\" option forces text to be radial. Using\n",
-      " |          \"tangential\" option forces text to be tangential.\n",
+      " |          Controls the orientation of the text inside chart\n",
+      " |          sectors. When set to \"auto\", text may be oriented in\n",
+      " |          any direction in order to be as big as possible in the\n",
+      " |          middle of a sector. The \"horizontal\" option orients\n",
+      " |          text to be parallel with the bottom of the chart, and\n",
+      " |          may make text smaller in order to achieve that goal.\n",
+      " |          The \"radial\" option orients text along the radius of\n",
+      " |          the sector. The \"tangential\" option orients text\n",
+      " |          perpendicular to the radius of the sector.\n",
       " |      label0\n",
       " |          Alternate to `labels`. Builds a numeric set of labels.\n",
       " |          Use with `dlabel` where `label0` is the starting label\n",
@@ -22136,14 +22181,15 @@
       " |          array attributes (including color) we use the first\n",
       " |          non-empty entry among all occurrences of the label.\n",
       " |      labelssrc\n",
-      " |          Sets the source reference on plot.ly for  labels .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          labels .\n",
       " |      legendgroup\n",
       " |          Sets the legend group for this trace. Traces part of\n",
       " |          the same legend group hide/show at the same time when\n",
       " |          toggling legend items.\n",
       " |      marker\n",
-      " |          plotly.graph_objects.pie.Marker instance or dict with\n",
-      " |          compatible properties\n",
+      " |          :class:`plotly.graph_objects.pie.Marker` instance or\n",
+      " |          dict with compatible properties\n",
       " |      meta\n",
       " |          Assigns extra meta information associated with this\n",
       " |          trace that can be used in various text attributes.\n",
@@ -22158,7 +22204,8 @@
       " |          is the index or key of the `meta` and `n` is the trace\n",
       " |          index.\n",
       " |      metasrc\n",
-      " |          Sets the source reference on plot.ly for  meta .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          meta .\n",
       " |      name\n",
       " |          Sets the trace name. The trace name appear as the\n",
       " |          legend item and on hover.\n",
@@ -22173,7 +22220,8 @@
       " |          slices apart from each other equally or an array to\n",
       " |          highlight one or more slices.\n",
       " |      pullsrc\n",
-      " |          Sets the source reference on plot.ly for  pull .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          pull .\n",
       " |      rotation\n",
       " |          Instead of the first slice starting at 12 o'clock,\n",
       " |          rotate to some other angle.\n",
@@ -22189,8 +22237,8 @@
       " |          Determines whether or not the sectors are reordered\n",
       " |          from largest to smallest.\n",
       " |      stream\n",
-      " |          plotly.graph_objects.pie.Stream instance or dict with\n",
-      " |          compatible properties\n",
+      " |          :class:`plotly.graph_objects.pie.Stream` instance or\n",
+      " |          dict with compatible properties\n",
       " |      text\n",
       " |          Sets text elements associated with each sector. If\n",
       " |          trace `textinfo` contains a \"text\" flag, these elements\n",
@@ -22204,10 +22252,11 @@
       " |      textposition\n",
       " |          Specifies the location of the `textinfo`.\n",
       " |      textpositionsrc\n",
-      " |          Sets the source reference on plot.ly for  textposition\n",
-      " |          .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          textposition .\n",
       " |      textsrc\n",
-      " |          Sets the source reference on plot.ly for  text .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          text .\n",
       " |      texttemplate\n",
       " |          Template string used for rendering the information text\n",
       " |          that appear on points. Note that this will override\n",
@@ -22226,11 +22275,11 @@
       " |          `arrayOk: true`) are available. variables `label`,\n",
       " |          `color`, `value`, `percent` and `text`.\n",
       " |      texttemplatesrc\n",
-      " |          Sets the source reference on plot.ly for  texttemplate\n",
-      " |          .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          texttemplate .\n",
       " |      title\n",
-      " |          plotly.graph_objects.pie.Title instance or dict with\n",
-      " |          compatible properties\n",
+      " |          :class:`plotly.graph_objects.pie.Title` instance or\n",
+      " |          dict with compatible properties\n",
       " |      titlefont\n",
       " |          Deprecated: Please use pie.title.font instead. Sets the\n",
       " |          font used for `title`. Note that the title's font used\n",
@@ -22266,7 +22315,8 @@
       " |          Sets the values of the sectors. If omitted, we count\n",
       " |          occurrences of each label.\n",
       " |      valuessrc\n",
-      " |          Sets the source reference on plot.ly for  values .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          values .\n",
       " |      visible\n",
       " |          Determines whether or not this trace is visible. If\n",
       " |          \"legendonly\", the trace is not drawn, but can appear as\n",
@@ -22304,7 +22354,8 @@
       " |      numpy.ndarray\n",
       " |  \n",
       " |  customdatasrc\n",
-      " |      Sets the source reference on plot.ly for  customdata .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  customdata\n",
+      " |      .\n",
       " |      \n",
       " |      The 'customdatasrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -22338,7 +22389,7 @@
       " |  domain\n",
       " |      The 'domain' property is an instance of Domain\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.pie.Domain\n",
+      " |        - An instance of :class:`plotly.graph_objs.pie.Domain`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Domain constructor\n",
       " |      \n",
@@ -22389,7 +22440,8 @@
       " |      Any|numpy.ndarray\n",
       " |  \n",
       " |  hoverinfosrc\n",
-      " |      Sets the source reference on plot.ly for  hoverinfo .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  hoverinfo\n",
+      " |      .\n",
       " |      \n",
       " |      The 'hoverinfosrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -22401,7 +22453,7 @@
       " |  hoverlabel\n",
       " |      The 'hoverlabel' property is an instance of Hoverlabel\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.pie.Hoverlabel\n",
+      " |        - An instance of :class:`plotly.graph_objs.pie.Hoverlabel`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Hoverlabel constructor\n",
       " |      \n",
@@ -22413,20 +22465,20 @@
       " |                  only if the hover label text spans more two or\n",
       " |                  more lines\n",
       " |              alignsrc\n",
-      " |                  Sets the source reference on plot.ly for  align\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  align .\n",
       " |              bgcolor\n",
       " |                  Sets the background color of the hover labels\n",
       " |                  for this trace\n",
       " |              bgcolorsrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  bgcolor .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  bgcolor .\n",
       " |              bordercolor\n",
       " |                  Sets the border color of the hover labels for\n",
       " |                  this trace.\n",
       " |              bordercolorsrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  bordercolor .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  bordercolor .\n",
       " |              font\n",
       " |                  Sets the font used in hover labels.\n",
       " |              namelength\n",
@@ -22440,8 +22492,8 @@
       " |                  to `namelength - 3` characters and add an\n",
       " |                  ellipsis.\n",
       " |              namelengthsrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  namelength .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  namelength .\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -22461,7 +22513,7 @@
       " |      reference/blob/master/Time-Formatting.md#format for details on\n",
       " |      the date formatting syntax. The variables available in\n",
       " |      `hovertemplate` are the ones emitted as event data described at\n",
-      " |      this link https://plot.ly/javascript/plotlyjs-events/#event-\n",
+      " |      this link https://plotly.com/javascript/plotlyjs-events/#event-\n",
       " |      data. Additionally, every attributes that can be specified per-\n",
       " |      point (the ones that are `arrayOk: true`) are available.\n",
       " |      variables `label`, `color`, `value`, `percent` and `text`.\n",
@@ -22480,7 +22532,8 @@
       " |      str|numpy.ndarray\n",
       " |  \n",
       " |  hovertemplatesrc\n",
-      " |      Sets the source reference on plot.ly for  hovertemplate .\n",
+      " |      Sets the source reference on Chart Studio Cloud for\n",
+      " |      hovertemplate .\n",
       " |      \n",
       " |      The 'hovertemplatesrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -22506,7 +22559,8 @@
       " |      str|numpy.ndarray\n",
       " |  \n",
       " |  hovertextsrc\n",
-      " |      Sets the source reference on plot.ly for  hovertext .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  hovertext\n",
+      " |      .\n",
       " |      \n",
       " |      The 'hovertextsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -22528,7 +22582,7 @@
       " |      numpy.ndarray\n",
       " |  \n",
       " |  idssrc\n",
-      " |      Sets the source reference on plot.ly for  ids .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  ids .\n",
       " |      \n",
       " |      The 'idssrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -22542,7 +22596,7 @@
       " |      \n",
       " |      The 'insidetextfont' property is an instance of Insidetextfont\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.pie.Insidetextfont\n",
+      " |        - An instance of :class:`plotly.graph_objs.pie.Insidetextfont`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Insidetextfont constructor\n",
       " |      \n",
@@ -22551,8 +22605,8 @@
       " |              color\n",
       " |      \n",
       " |              colorsrc\n",
-      " |                  Sets the source reference on plot.ly for  color\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  color .\n",
       " |              family\n",
       " |                  HTML font family - the typeface that will be\n",
       " |                  applied by the web browser. The web browser\n",
@@ -22561,33 +22615,37 @@
       " |                  Provide multiple font families, separated by\n",
       " |                  commas, to indicate the preference in which to\n",
       " |                  apply fonts if they aren't available on the\n",
-      " |                  system. The plotly service (at https://plot.ly\n",
-      " |                  or on-premise) generates images on a server,\n",
-      " |                  where only a select number of fonts are\n",
-      " |                  installed and supported. These include \"Arial\",\n",
-      " |                  \"Balto\", \"Courier New\", \"Droid Sans\",, \"Droid\n",
-      " |                  Serif\", \"Droid Sans Mono\", \"Gravitas One\", \"Old\n",
+      " |                  system. The Chart Studio Cloud (at\n",
+      " |                  https://chart-studio.plotly.com or on-premise)\n",
+      " |                  generates images on a server, where only a\n",
+      " |                  select number of fonts are installed and\n",
+      " |                  supported. These include \"Arial\", \"Balto\",\n",
+      " |                  \"Courier New\", \"Droid Sans\",, \"Droid Serif\",\n",
+      " |                  \"Droid Sans Mono\", \"Gravitas One\", \"Old\n",
       " |                  Standard TT\", \"Open Sans\", \"Overpass\", \"PT Sans\n",
       " |                  Narrow\", \"Raleway\", \"Times New Roman\".\n",
       " |              familysrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  family .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  family .\n",
       " |              size\n",
       " |      \n",
       " |              sizesrc\n",
-      " |                  Sets the source reference on plot.ly for  size\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  size .\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
       " |      plotly.graph_objs.pie.Insidetextfont\n",
       " |  \n",
       " |  insidetextorientation\n",
-      " |      Determines the orientation of text inside slices. With \"auto\"\n",
-      " |      the texts may automatically be rotated to fit with the maximum\n",
-      " |      size inside the slice. Using \"horizontal\" option forces text to\n",
-      " |      be horizontal. Using \"radial\" option forces text to be radial.\n",
-      " |      Using \"tangential\" option forces text to be tangential.\n",
+      " |      Controls the orientation of the text inside chart sectors. When\n",
+      " |      set to \"auto\", text may be oriented in any direction in order\n",
+      " |      to be as big as possible in the middle of a sector. The\n",
+      " |      \"horizontal\" option orients text to be parallel with the bottom\n",
+      " |      of the chart, and may make text smaller in order to achieve\n",
+      " |      that goal. The \"radial\" option orients text along the radius of\n",
+      " |      the sector. The \"tangential\" option orients text perpendicular\n",
+      " |      to the radius of the sector.\n",
       " |      \n",
       " |      The 'insidetextorientation' property is an enumeration that may be specified as:\n",
       " |        - One of the following enumeration values:\n",
@@ -22624,7 +22682,7 @@
       " |      numpy.ndarray\n",
       " |  \n",
       " |  labelssrc\n",
-      " |      Sets the source reference on plot.ly for  labels .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  labels .\n",
       " |      \n",
       " |      The 'labelssrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -22649,7 +22707,7 @@
       " |  marker\n",
       " |      The 'marker' property is an instance of Marker\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.pie.Marker\n",
+      " |        - An instance of :class:`plotly.graph_objs.pie.Marker`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Marker constructor\n",
       " |      \n",
@@ -22660,11 +22718,11 @@
       " |                  specified, the default trace color set is used\n",
       " |                  to pick the sector colors.\n",
       " |              colorssrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  colors .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  colors .\n",
       " |              line\n",
-      " |                  plotly.graph_objects.pie.marker.Line instance\n",
-      " |                  or dict with compatible properties\n",
+      " |                  :class:`plotly.graph_objects.pie.marker.Line`\n",
+      " |                  instance or dict with compatible properties\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -22689,7 +22747,7 @@
       " |      Any|numpy.ndarray\n",
       " |  \n",
       " |  metasrc\n",
-      " |      Sets the source reference on plot.ly for  meta .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  meta .\n",
       " |      \n",
       " |      The 'metasrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -22725,7 +22783,7 @@
       " |      \n",
       " |      The 'outsidetextfont' property is an instance of Outsidetextfont\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.pie.Outsidetextfont\n",
+      " |        - An instance of :class:`plotly.graph_objs.pie.Outsidetextfont`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Outsidetextfont constructor\n",
       " |      \n",
@@ -22734,8 +22792,8 @@
       " |              color\n",
       " |      \n",
       " |              colorsrc\n",
-      " |                  Sets the source reference on plot.ly for  color\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  color .\n",
       " |              family\n",
       " |                  HTML font family - the typeface that will be\n",
       " |                  applied by the web browser. The web browser\n",
@@ -22744,22 +22802,23 @@
       " |                  Provide multiple font families, separated by\n",
       " |                  commas, to indicate the preference in which to\n",
       " |                  apply fonts if they aren't available on the\n",
-      " |                  system. The plotly service (at https://plot.ly\n",
-      " |                  or on-premise) generates images on a server,\n",
-      " |                  where only a select number of fonts are\n",
-      " |                  installed and supported. These include \"Arial\",\n",
-      " |                  \"Balto\", \"Courier New\", \"Droid Sans\",, \"Droid\n",
-      " |                  Serif\", \"Droid Sans Mono\", \"Gravitas One\", \"Old\n",
+      " |                  system. The Chart Studio Cloud (at\n",
+      " |                  https://chart-studio.plotly.com or on-premise)\n",
+      " |                  generates images on a server, where only a\n",
+      " |                  select number of fonts are installed and\n",
+      " |                  supported. These include \"Arial\", \"Balto\",\n",
+      " |                  \"Courier New\", \"Droid Sans\",, \"Droid Serif\",\n",
+      " |                  \"Droid Sans Mono\", \"Gravitas One\", \"Old\n",
       " |                  Standard TT\", \"Open Sans\", \"Overpass\", \"PT Sans\n",
       " |                  Narrow\", \"Raleway\", \"Times New Roman\".\n",
       " |              familysrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  family .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  family .\n",
       " |              size\n",
       " |      \n",
       " |              sizesrc\n",
-      " |                  Sets the source reference on plot.ly for  size\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  size .\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -22780,7 +22839,7 @@
       " |      int|float|numpy.ndarray\n",
       " |  \n",
       " |  pullsrc\n",
-      " |      Sets the source reference on plot.ly for  pull .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  pull .\n",
       " |      \n",
       " |      The 'pullsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -22838,7 +22897,7 @@
       " |  stream\n",
       " |      The 'stream' property is an instance of Stream\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.pie.Stream\n",
+      " |        - An instance of :class:`plotly.graph_objs.pie.Stream`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Stream constructor\n",
       " |      \n",
@@ -22851,8 +22910,8 @@
       " |                  points will be displayed on the plot.\n",
       " |              token\n",
       " |                  The stream id number links a data trace on a\n",
-      " |                  plot with a stream. See\n",
-      " |                  https://plot.ly/settings for more details.\n",
+      " |                  plot with a stream. See https://chart-\n",
+      " |                  studio.plotly.com/settings for more details.\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -22877,7 +22936,7 @@
       " |      \n",
       " |      The 'textfont' property is an instance of Textfont\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.pie.Textfont\n",
+      " |        - An instance of :class:`plotly.graph_objs.pie.Textfont`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Textfont constructor\n",
       " |      \n",
@@ -22886,8 +22945,8 @@
       " |              color\n",
       " |      \n",
       " |              colorsrc\n",
-      " |                  Sets the source reference on plot.ly for  color\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  color .\n",
       " |              family\n",
       " |                  HTML font family - the typeface that will be\n",
       " |                  applied by the web browser. The web browser\n",
@@ -22896,22 +22955,23 @@
       " |                  Provide multiple font families, separated by\n",
       " |                  commas, to indicate the preference in which to\n",
       " |                  apply fonts if they aren't available on the\n",
-      " |                  system. The plotly service (at https://plot.ly\n",
-      " |                  or on-premise) generates images on a server,\n",
-      " |                  where only a select number of fonts are\n",
-      " |                  installed and supported. These include \"Arial\",\n",
-      " |                  \"Balto\", \"Courier New\", \"Droid Sans\",, \"Droid\n",
-      " |                  Serif\", \"Droid Sans Mono\", \"Gravitas One\", \"Old\n",
+      " |                  system. The Chart Studio Cloud (at\n",
+      " |                  https://chart-studio.plotly.com or on-premise)\n",
+      " |                  generates images on a server, where only a\n",
+      " |                  select number of fonts are installed and\n",
+      " |                  supported. These include \"Arial\", \"Balto\",\n",
+      " |                  \"Courier New\", \"Droid Sans\",, \"Droid Serif\",\n",
+      " |                  \"Droid Sans Mono\", \"Gravitas One\", \"Old\n",
       " |                  Standard TT\", \"Open Sans\", \"Overpass\", \"PT Sans\n",
       " |                  Narrow\", \"Raleway\", \"Times New Roman\".\n",
       " |              familysrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  family .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  family .\n",
       " |              size\n",
       " |      \n",
       " |              sizesrc\n",
-      " |                  Sets the source reference on plot.ly for  size\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  size .\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -22943,7 +23003,8 @@
       " |      Any|numpy.ndarray\n",
       " |  \n",
       " |  textpositionsrc\n",
-      " |      Sets the source reference on plot.ly for  textposition .\n",
+      " |      Sets the source reference on Chart Studio Cloud for\n",
+      " |      textposition .\n",
       " |      \n",
       " |      The 'textpositionsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -22953,7 +23014,7 @@
       " |      str\n",
       " |  \n",
       " |  textsrc\n",
-      " |      Sets the source reference on plot.ly for  text .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  text .\n",
       " |      \n",
       " |      The 'textsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -22989,7 +23050,8 @@
       " |      str|numpy.ndarray\n",
       " |  \n",
       " |  texttemplatesrc\n",
-      " |      Sets the source reference on plot.ly for  texttemplate .\n",
+      " |      Sets the source reference on Chart Studio Cloud for\n",
+      " |      texttemplate .\n",
       " |      \n",
       " |      The 'texttemplatesrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -23001,7 +23063,7 @@
       " |  title\n",
       " |      The 'title' property is an instance of Title\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.pie.Title\n",
+      " |        - An instance of :class:`plotly.graph_objs.pie.Title`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Title constructor\n",
       " |      \n",
@@ -23033,7 +23095,7 @@
       " |      \n",
       " |      The 'font' property is an instance of Font\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.pie.title.Font\n",
+      " |        - An instance of :class:`plotly.graph_objs.pie.title.Font`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Font constructor\n",
       " |      \n",
@@ -23042,8 +23104,8 @@
       " |              color\n",
       " |      \n",
       " |              colorsrc\n",
-      " |                  Sets the source reference on plot.ly for  color\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  color .\n",
       " |              family\n",
       " |                  HTML font family - the typeface that will be\n",
       " |                  applied by the web browser. The web browser\n",
@@ -23052,22 +23114,23 @@
       " |                  Provide multiple font families, separated by\n",
       " |                  commas, to indicate the preference in which to\n",
       " |                  apply fonts if they aren't available on the\n",
-      " |                  system. The plotly service (at https://plot.ly\n",
-      " |                  or on-premise) generates images on a server,\n",
-      " |                  where only a select number of fonts are\n",
-      " |                  installed and supported. These include \"Arial\",\n",
-      " |                  \"Balto\", \"Courier New\", \"Droid Sans\",, \"Droid\n",
-      " |                  Serif\", \"Droid Sans Mono\", \"Gravitas One\", \"Old\n",
+      " |                  system. The Chart Studio Cloud (at\n",
+      " |                  https://chart-studio.plotly.com or on-premise)\n",
+      " |                  generates images on a server, where only a\n",
+      " |                  select number of fonts are installed and\n",
+      " |                  supported. These include \"Arial\", \"Balto\",\n",
+      " |                  \"Courier New\", \"Droid Sans\",, \"Droid Serif\",\n",
+      " |                  \"Droid Sans Mono\", \"Gravitas One\", \"Old\n",
       " |                  Standard TT\", \"Open Sans\", \"Overpass\", \"PT Sans\n",
       " |                  Narrow\", \"Raleway\", \"Times New Roman\".\n",
       " |              familysrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  family .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  family .\n",
       " |              size\n",
       " |      \n",
       " |              sizesrc\n",
-      " |                  Sets the source reference on plot.ly for  size\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  size .\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -23134,7 +23197,7 @@
       " |      numpy.ndarray\n",
       " |  \n",
       " |  valuessrc\n",
-      " |      Sets the source reference on plot.ly for  values .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  values .\n",
       " |      \n",
       " |      The 'valuessrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -24471,20 +24534,20 @@
        "<div>\n",
        "        \n",
        "        \n",
-       "            <div id=\"d8f0e71c-7798-4748-bf0f-b51908717d26\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+       "            <div id=\"f2dd54eb-3098-4602-95e3-445caccf3e35\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
        "            <script type=\"text/javascript\">\n",
        "                require([\"plotly\"], function(Plotly) {\n",
        "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
        "                    \n",
-       "                if (document.getElementById(\"d8f0e71c-7798-4748-bf0f-b51908717d26\")) {\n",
+       "                if (document.getElementById(\"f2dd54eb-3098-4602-95e3-445caccf3e35\")) {\n",
        "                    Plotly.newPlot(\n",
-       "                        'd8f0e71c-7798-4748-bf0f-b51908717d26',\n",
+       "                        'f2dd54eb-3098-4602-95e3-445caccf3e35',\n",
        "                        [{\"labels\": [\"Oxygen\", \"Hydrogen\", \"Carbon_Dioxide\", \"Nitrogen\"], \"type\": \"pie\", \"values\": [4500, 2500, 1053, 500]}],\n",
        "                        {\"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, 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        "                            \n",
-       "var gd = document.getElementById('d8f0e71c-7798-4748-bf0f-b51908717d26');\n",
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@@ -25389,20 +25452,20 @@
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        "        \n",
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-       "            <div id=\"46816aa6-3676-4bfb-8761-ff8c35d31774\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
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        "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
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-       "                if (document.getElementById(\"46816aa6-3676-4bfb-8761-ff8c35d31774\")) {\n",
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        "                    Plotly.newPlot(\n",
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        "                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('46816aa6-3676-4bfb-8761-ff8c35d31774');\n",
+       "var gd = document.getElementById('320daf56-66e1-45e0-9d87-d6ec20d98000');\n",
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        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -26294,20 +26357,20 @@
        "<div>\n",
        "        \n",
        "        \n",
-       "            <div id=\"7831ff37-613a-4b7e-9886-f98e5311a373\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+       "            <div id=\"8ca28123-b1ae-41b7-bdb3-a30c4740cd93\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
        "            <script type=\"text/javascript\">\n",
        "                require([\"plotly\"], function(Plotly) {\n",
        "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
        "                    \n",
-       "                if (document.getElementById(\"7831ff37-613a-4b7e-9886-f98e5311a373\")) {\n",
+       "                if (document.getElementById(\"8ca28123-b1ae-41b7-bdb3-a30c4740cd93\")) {\n",
        "                    Plotly.newPlot(\n",
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+       "                        '8ca28123-b1ae-41b7-bdb3-a30c4740cd93',\n",
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        "                        {\"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, 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[1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}},\n",
        "                        {\"responsive\": true}\n",
        "                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('7831ff37-613a-4b7e-9886-f98e5311a373');\n",
+       "var gd = document.getElementById('8ca28123-b1ae-41b7-bdb3-a30c4740cd93');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -27203,20 +27266,20 @@
        "<div>\n",
        "        \n",
        "        \n",
-       "            <div id=\"c36bd963-aabc-4b53-8f76-10596841a3c5\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+       "            <div id=\"b0dd57c5-fb24-4f61-891e-8221e4c88c7b\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
        "            <script type=\"text/javascript\">\n",
        "                require([\"plotly\"], function(Plotly) {\n",
        "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
        "                    \n",
-       "                if (document.getElementById(\"c36bd963-aabc-4b53-8f76-10596841a3c5\")) {\n",
+       "                if (document.getElementById(\"b0dd57c5-fb24-4f61-891e-8221e4c88c7b\")) {\n",
        "                    Plotly.newPlot(\n",
-       "                        'c36bd963-aabc-4b53-8f76-10596841a3c5',\n",
+       "                        'b0dd57c5-fb24-4f61-891e-8221e4c88c7b',\n",
        "                        [{\"labels\": [\"Oxygen\", \"Hydrogen\", \"Carbon_Dioxide\", \"Nitrogen\"], \"pull\": [0, 0, 0.2, 0], \"type\": \"pie\", \"values\": [4500, 2500, 1053, 500]}],\n",
        "                        {\"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, 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\"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}},\n",
        "                        {\"responsive\": true}\n",
        "                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('c36bd963-aabc-4b53-8f76-10596841a3c5');\n",
+       "var gd = document.getElementById('b0dd57c5-fb24-4f61-891e-8221e4c88c7b');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -27274,9 +27337,11 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Help on class Scatter in module plotly.graph_objs:\n",
+      "Help on class Scatter in module plotly.graph_objs._scatter:\n",
       "\n",
       "class Scatter(plotly.basedatatypes.BaseTraceType)\n",
+      " |  Scatter(arg=None, cliponaxis=None, connectgaps=None, customdata=None, customdatasrc=None, dx=None, dy=None, error_x=None, error_y=None, fill=None, fillcolor=None, groupnorm=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hoveron=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legendgroup=None, line=None, marker=None, meta=None, metasrc=None, mode=None, name=None, opacity=None, orientation=None, r=None, rsrc=None, selected=None, selectedpoints=None, showlegend=None, stackgaps=None, stackgroup=None, stream=None, t=None, text=None, textfont=None, textposition=None, textpositionsrc=None, textsrc=None, texttemplate=None, texttemplatesrc=None, tsrc=None, uid=None, uirevision=None, unselected=None, visible=None, x=None, x0=None, xaxis=None, xcalendar=None, xsrc=None, y=None, y0=None, yaxis=None, ycalendar=None, ysrc=None, **kwargs)\n",
+      " |  \n",
       " |  Base class for the all trace types.\n",
       " |  \n",
       " |  Specific trace type classes (Scatter, Bar, etc.) are code generated as\n",
@@ -27305,7 +27370,7 @@
       " |      ----------\n",
       " |      arg\n",
       " |          dict of properties compatible with this constructor or\n",
-      " |          an instance of plotly.graph_objs.Scatter\n",
+      " |          an instance of :class:`plotly.graph_objs.Scatter`\n",
       " |      cliponaxis\n",
       " |          Determines whether or not markers and text nodes are\n",
       " |          clipped about the subplot axes. To show markers and\n",
@@ -27321,17 +27386,18 @@
       " |          that, \"scatter\" traces also appends customdata items in\n",
       " |          the markers DOM elements\n",
       " |      customdatasrc\n",
-      " |          Sets the source reference on plot.ly for  customdata .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          customdata .\n",
       " |      dx\n",
       " |          Sets the x coordinate step. See `x0` for more info.\n",
       " |      dy\n",
       " |          Sets the y coordinate step. See `y0` for more info.\n",
       " |      error_x\n",
-      " |          plotly.graph_objects.scatter.ErrorX instance or dict\n",
-      " |          with compatible properties\n",
+      " |          :class:`plotly.graph_objects.scatter.ErrorX` instance\n",
+      " |          or dict with compatible properties\n",
       " |      error_y\n",
-      " |          plotly.graph_objects.scatter.ErrorY instance or dict\n",
-      " |          with compatible properties\n",
+      " |          :class:`plotly.graph_objects.scatter.ErrorY` instance\n",
+      " |          or dict with compatible properties\n",
       " |      fill\n",
       " |          Sets the area to fill with a solid color. Defaults to\n",
       " |          \"none\" unless this trace is stacked, then it gets\n",
@@ -27376,10 +27442,11 @@
       " |          upon hovering. But, if `none` is set, click and hover\n",
       " |          events are still fired.\n",
       " |      hoverinfosrc\n",
-      " |          Sets the source reference on plot.ly for  hoverinfo .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          hoverinfo .\n",
       " |      hoverlabel\n",
-      " |          plotly.graph_objects.scatter.Hoverlabel instance or\n",
-      " |          dict with compatible properties\n",
+      " |          :class:`plotly.graph_objects.scatter.Hoverlabel`\n",
+      " |          instance or dict with compatible properties\n",
       " |      hoveron\n",
       " |          Do the hover effects highlight individual points\n",
       " |          (markers or line points) or do they highlight filled\n",
@@ -27402,16 +27469,16 @@
       " |          details on the date formatting syntax. The variables\n",
       " |          available in `hovertemplate` are the ones emitted as\n",
       " |          event data described at this link\n",
-      " |          https://plot.ly/javascript/plotlyjs-events/#event-data.\n",
-      " |          Additionally, every attributes that can be specified\n",
-      " |          per-point (the ones that are `arrayOk: true`) are\n",
-      " |          available.  Anything contained in tag `<extra>` is\n",
+      " |          https://plotly.com/javascript/plotlyjs-events/#event-\n",
+      " |          data. Additionally, every attributes that can be\n",
+      " |          specified per-point (the ones that are `arrayOk: true`)\n",
+      " |          are available.  Anything contained in tag `<extra>` is\n",
       " |          displayed in the secondary box, for example\n",
       " |          \"<extra>{fullData.name}</extra>\". To hide the secondary\n",
       " |          box completely, use an empty tag `<extra></extra>`.\n",
       " |      hovertemplatesrc\n",
-      " |          Sets the source reference on plot.ly for  hovertemplate\n",
-      " |          .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          hovertemplate .\n",
       " |      hovertext\n",
       " |          Sets hover text elements associated with each (x,y)\n",
       " |          pair. If a single string, the same string appears over\n",
@@ -27420,23 +27487,25 @@
       " |          coordinates. To be seen, trace `hoverinfo` must contain\n",
       " |          a \"text\" flag.\n",
       " |      hovertextsrc\n",
-      " |          Sets the source reference on plot.ly for  hovertext .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          hovertext .\n",
       " |      ids\n",
       " |          Assigns id labels to each datum. These ids for object\n",
       " |          constancy of data points during animation. Should be an\n",
       " |          array of strings, not numbers or any other type.\n",
       " |      idssrc\n",
-      " |          Sets the source reference on plot.ly for  ids .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          ids .\n",
       " |      legendgroup\n",
       " |          Sets the legend group for this trace. Traces part of\n",
       " |          the same legend group hide/show at the same time when\n",
       " |          toggling legend items.\n",
       " |      line\n",
-      " |          plotly.graph_objects.scatter.Line instance or dict with\n",
-      " |          compatible properties\n",
+      " |          :class:`plotly.graph_objects.scatter.Line` instance or\n",
+      " |          dict with compatible properties\n",
       " |      marker\n",
-      " |          plotly.graph_objects.scatter.Marker instance or dict\n",
-      " |          with compatible properties\n",
+      " |          :class:`plotly.graph_objects.scatter.Marker` instance\n",
+      " |          or dict with compatible properties\n",
       " |      meta\n",
       " |          Assigns extra meta information associated with this\n",
       " |          trace that can be used in various text attributes.\n",
@@ -27451,7 +27520,8 @@
       " |          is the index or key of the `meta` and `n` is the trace\n",
       " |          index.\n",
       " |      metasrc\n",
-      " |          Sets the source reference on plot.ly for  meta .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          meta .\n",
       " |      mode\n",
       " |          Determines the drawing mode for this scatter trace. If\n",
       " |          the provided `mode` includes \"text\" then the `text`\n",
@@ -27476,10 +27546,11 @@
       " |          switch to the \"scatterpolar\" trace type.Sets the radial\n",
       " |          coordinatesfor legacy polar chart only.\n",
       " |      rsrc\n",
-      " |          Sets the source reference on plot.ly for  r .\n",
+      " |          Sets the source reference on Chart Studio Cloud for  r\n",
+      " |          .\n",
       " |      selected\n",
-      " |          plotly.graph_objects.scatter.Selected instance or dict\n",
-      " |          with compatible properties\n",
+      " |          :class:`plotly.graph_objects.scatter.Selected` instance\n",
+      " |          or dict with compatible properties\n",
       " |      selectedpoints\n",
       " |          Array containing integer indices of selected points.\n",
       " |          Has an effect only for traces that support selections.\n",
@@ -27515,8 +27586,8 @@
       " |          fill-linked traces are not already consecutive, the\n",
       " |          later ones will be pushed down in the drawing order.\n",
       " |      stream\n",
-      " |          plotly.graph_objects.scatter.Stream instance or dict\n",
-      " |          with compatible properties\n",
+      " |          :class:`plotly.graph_objects.scatter.Stream` instance\n",
+      " |          or dict with compatible properties\n",
       " |      t\n",
       " |          t coordinates in scatter traces are deprecated!Please\n",
       " |          switch to the \"scatterpolar\" trace type.Sets the\n",
@@ -27535,10 +27606,11 @@
       " |          Sets the positions of the `text` elements with respects\n",
       " |          to the (x,y) coordinates.\n",
       " |      textpositionsrc\n",
-      " |          Sets the source reference on plot.ly for  textposition\n",
-      " |          .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          textposition .\n",
       " |      textsrc\n",
-      " |          Sets the source reference on plot.ly for  text .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          text .\n",
       " |      texttemplate\n",
       " |          Template string used for rendering the information text\n",
       " |          that appear on points. Note that this will override\n",
@@ -27556,10 +27628,11 @@
       " |          that can be specified per-point (the ones that are\n",
       " |          `arrayOk: true`) are available.\n",
       " |      texttemplatesrc\n",
-      " |          Sets the source reference on plot.ly for  texttemplate\n",
-      " |          .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          texttemplate .\n",
       " |      tsrc\n",
-      " |          Sets the source reference on plot.ly for  t .\n",
+      " |          Sets the source reference on Chart Studio Cloud for  t\n",
+      " |          .\n",
       " |      uid\n",
       " |          Assign an id to this trace, Use this to provide object\n",
       " |          constancy between traces during animations and\n",
@@ -27583,8 +27656,8 @@
       " |          preserve user-driven changes if you give each trace a\n",
       " |          `uid` that stays with it as it moves.\n",
       " |      unselected\n",
-      " |          plotly.graph_objects.scatter.Unselected instance or\n",
-      " |          dict with compatible properties\n",
+      " |          :class:`plotly.graph_objects.scatter.Unselected`\n",
+      " |          instance or dict with compatible properties\n",
       " |      visible\n",
       " |          Determines whether or not this trace is visible. If\n",
       " |          \"legendonly\", the trace is not drawn, but can appear as\n",
@@ -27604,7 +27677,8 @@
       " |      xcalendar\n",
       " |          Sets the calendar system to use with `x` date data.\n",
       " |      xsrc\n",
-      " |          Sets the source reference on plot.ly for  x .\n",
+      " |          Sets the source reference on Chart Studio Cloud for  x\n",
+      " |          .\n",
       " |      y\n",
       " |          Sets the y coordinates.\n",
       " |      y0\n",
@@ -27619,7 +27693,8 @@
       " |      ycalendar\n",
       " |          Sets the calendar system to use with `y` date data.\n",
       " |      ysrc\n",
-      " |          Sets the source reference on plot.ly for  y .\n",
+      " |          Sets the source reference on Chart Studio Cloud for  y\n",
+      " |          .\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -27666,7 +27741,8 @@
       " |      numpy.ndarray\n",
       " |  \n",
       " |  customdatasrc\n",
-      " |      Sets the source reference on plot.ly for  customdata .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  customdata\n",
+      " |      .\n",
       " |      \n",
       " |      The 'customdatasrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -27698,7 +27774,7 @@
       " |  error_x\n",
       " |      The 'error_x' property is an instance of ErrorX\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.scatter.ErrorX\n",
+      " |        - An instance of :class:`plotly.graph_objs.scatter.ErrorX`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the ErrorX constructor\n",
       " |      \n",
@@ -27714,11 +27790,11 @@
       " |                  vertical (horizontal) bars Values are plotted\n",
       " |                  relative to the underlying data.\n",
       " |              arrayminussrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  arrayminus .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  arrayminus .\n",
       " |              arraysrc\n",
-      " |                  Sets the source reference on plot.ly for  array\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  array .\n",
       " |              color\n",
       " |                  Sets the stoke color of the error bars.\n",
       " |              copy_ystyle\n",
@@ -27769,7 +27845,7 @@
       " |  error_y\n",
       " |      The 'error_y' property is an instance of ErrorY\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.scatter.ErrorY\n",
+      " |        - An instance of :class:`plotly.graph_objs.scatter.ErrorY`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the ErrorY constructor\n",
       " |      \n",
@@ -27785,11 +27861,11 @@
       " |                  vertical (horizontal) bars Values are plotted\n",
       " |                  relative to the underlying data.\n",
       " |              arrayminussrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  arrayminus .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  arrayminus .\n",
       " |              arraysrc\n",
-      " |                  Sets the source reference on plot.ly for  array\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  array .\n",
       " |              color\n",
       " |                  Sets the stoke color of the error bars.\n",
       " |              symmetric\n",
@@ -27952,7 +28028,8 @@
       " |      Any|numpy.ndarray\n",
       " |  \n",
       " |  hoverinfosrc\n",
-      " |      Sets the source reference on plot.ly for  hoverinfo .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  hoverinfo\n",
+      " |      .\n",
       " |      \n",
       " |      The 'hoverinfosrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -27964,7 +28041,7 @@
       " |  hoverlabel\n",
       " |      The 'hoverlabel' property is an instance of Hoverlabel\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.scatter.Hoverlabel\n",
+      " |        - An instance of :class:`plotly.graph_objs.scatter.Hoverlabel`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Hoverlabel constructor\n",
       " |      \n",
@@ -27976,20 +28053,20 @@
       " |                  only if the hover label text spans more two or\n",
       " |                  more lines\n",
       " |              alignsrc\n",
-      " |                  Sets the source reference on plot.ly for  align\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  align .\n",
       " |              bgcolor\n",
       " |                  Sets the background color of the hover labels\n",
       " |                  for this trace\n",
       " |              bgcolorsrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  bgcolor .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  bgcolor .\n",
       " |              bordercolor\n",
       " |                  Sets the border color of the hover labels for\n",
       " |                  this trace.\n",
       " |              bordercolorsrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  bordercolor .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  bordercolor .\n",
       " |              font\n",
       " |                  Sets the font used in hover labels.\n",
       " |              namelength\n",
@@ -28003,8 +28080,8 @@
       " |                  to `namelength - 3` characters and add an\n",
       " |                  ellipsis.\n",
       " |              namelengthsrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  namelength .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  namelength .\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -28039,7 +28116,7 @@
       " |      reference/blob/master/Time-Formatting.md#format for details on\n",
       " |      the date formatting syntax. The variables available in\n",
       " |      `hovertemplate` are the ones emitted as event data described at\n",
-      " |      this link https://plot.ly/javascript/plotlyjs-events/#event-\n",
+      " |      this link https://plotly.com/javascript/plotlyjs-events/#event-\n",
       " |      data. Additionally, every attributes that can be specified per-\n",
       " |      point (the ones that are `arrayOk: true`) are available.\n",
       " |      Anything contained in tag `<extra>` is displayed in the\n",
@@ -28057,7 +28134,8 @@
       " |      str|numpy.ndarray\n",
       " |  \n",
       " |  hovertemplatesrc\n",
-      " |      Sets the source reference on plot.ly for  hovertemplate .\n",
+      " |      Sets the source reference on Chart Studio Cloud for\n",
+      " |      hovertemplate .\n",
       " |      \n",
       " |      The 'hovertemplatesrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -28083,7 +28161,8 @@
       " |      str|numpy.ndarray\n",
       " |  \n",
       " |  hovertextsrc\n",
-      " |      Sets the source reference on plot.ly for  hovertext .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  hovertext\n",
+      " |      .\n",
       " |      \n",
       " |      The 'hovertextsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -28105,7 +28184,7 @@
       " |      numpy.ndarray\n",
       " |  \n",
       " |  idssrc\n",
-      " |      Sets the source reference on plot.ly for  ids .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  ids .\n",
       " |      \n",
       " |      The 'idssrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -28130,7 +28209,7 @@
       " |  line\n",
       " |      The 'line' property is an instance of Line\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.scatter.Line\n",
+      " |        - An instance of :class:`plotly.graph_objs.scatter.Line`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Line constructor\n",
       " |      \n",
@@ -28169,7 +28248,7 @@
       " |  marker\n",
       " |      The 'marker' property is an instance of Marker\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.scatter.Marker\n",
+      " |        - An instance of :class:`plotly.graph_objs.scatter.Marker`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Marker constructor\n",
       " |      \n",
@@ -28229,8 +28308,9 @@
       " |                  color scales can be linked to the same color\n",
       " |                  axis.\n",
       " |              colorbar\n",
-      " |                  plotly.graph_objects.scatter.marker.ColorBar\n",
-      " |                  instance or dict with compatible properties\n",
+      " |                  :class:`plotly.graph_objects.scatter.marker.Col\n",
+      " |                  orBar` instance or dict with compatible\n",
+      " |                  properties\n",
       " |              colorscale\n",
       " |                  Sets the colorscale. Has an effect only if in\n",
       " |                  `marker.color`is set to a numerical array. The\n",
@@ -28248,22 +28328,23 @@
       " |                  ues,Picnic,Rainbow,Portland,Jet,Hot,Blackbody,E\n",
       " |                  arth,Electric,Viridis,Cividis.\n",
       " |              colorsrc\n",
-      " |                  Sets the source reference on plot.ly for  color\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  color .\n",
       " |              gradient\n",
-      " |                  plotly.graph_objects.scatter.marker.Gradient\n",
-      " |                  instance or dict with compatible properties\n",
+      " |                  :class:`plotly.graph_objects.scatter.marker.Gra\n",
+      " |                  dient` instance or dict with compatible\n",
+      " |                  properties\n",
       " |              line\n",
-      " |                  plotly.graph_objects.scatter.marker.Line\n",
-      " |                  instance or dict with compatible properties\n",
+      " |                  :class:`plotly.graph_objects.scatter.marker.Lin\n",
+      " |                  e` instance or dict with compatible properties\n",
       " |              maxdisplayed\n",
       " |                  Sets a maximum number of points to be drawn on\n",
       " |                  the graph. 0 corresponds to no limit.\n",
       " |              opacity\n",
       " |                  Sets the marker opacity.\n",
       " |              opacitysrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  opacity .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  opacity .\n",
       " |              reversescale\n",
       " |                  Reverses the color mapping if true. Has an\n",
       " |                  effect only if in `marker.color`is set to a\n",
@@ -28291,8 +28372,8 @@
       " |                  determine the rendered size of marker points.\n",
       " |                  Use with `sizemin` and `sizemode`.\n",
       " |              sizesrc\n",
-      " |                  Sets the source reference on plot.ly for  size\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  size .\n",
       " |              symbol\n",
       " |                  Sets the marker symbol type. Adding 100 is\n",
       " |                  equivalent to appending \"-open\" to a symbol\n",
@@ -28301,8 +28382,8 @@
       " |                  equivalent to appending \"-open-dot\" or \"dot-\n",
       " |                  open\" to a symbol name.\n",
       " |              symbolsrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  symbol .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  symbol .\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -28327,7 +28408,7 @@
       " |      Any|numpy.ndarray\n",
       " |  \n",
       " |  metasrc\n",
-      " |      Sets the source reference on plot.ly for  meta .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  meta .\n",
       " |      \n",
       " |      The 'metasrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -28405,7 +28486,7 @@
       " |      numpy.ndarray\n",
       " |  \n",
       " |  rsrc\n",
-      " |      Sets the source reference on plot.ly for  r .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  r .\n",
       " |      \n",
       " |      The 'rsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -28417,18 +28498,20 @@
       " |  selected\n",
       " |      The 'selected' property is an instance of Selected\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.scatter.Selected\n",
+      " |        - An instance of :class:`plotly.graph_objs.scatter.Selected`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Selected constructor\n",
       " |      \n",
       " |          Supported dict properties:\n",
       " |              \n",
       " |              marker\n",
-      " |                  plotly.graph_objects.scatter.selected.Marker\n",
-      " |                  instance or dict with compatible properties\n",
+      " |                  :class:`plotly.graph_objects.scatter.selected.M\n",
+      " |                  arker` instance or dict with compatible\n",
+      " |                  properties\n",
       " |              textfont\n",
-      " |                  plotly.graph_objects.scatter.selected.Textfont\n",
-      " |                  instance or dict with compatible properties\n",
+      " |                  :class:`plotly.graph_objects.scatter.selected.T\n",
+      " |                  extfont` instance or dict with compatible\n",
+      " |                  properties\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -28502,7 +28585,7 @@
       " |  stream\n",
       " |      The 'stream' property is an instance of Stream\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.scatter.Stream\n",
+      " |        - An instance of :class:`plotly.graph_objs.scatter.Stream`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Stream constructor\n",
       " |      \n",
@@ -28515,8 +28598,8 @@
       " |                  points will be displayed on the plot.\n",
       " |              token\n",
       " |                  The stream id number links a data trace on a\n",
-      " |                  plot with a stream. See\n",
-      " |                  https://plot.ly/settings for more details.\n",
+      " |                  plot with a stream. See https://chart-\n",
+      " |                  studio.plotly.com/settings for more details.\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -28556,7 +28639,7 @@
       " |      \n",
       " |      The 'textfont' property is an instance of Textfont\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.scatter.Textfont\n",
+      " |        - An instance of :class:`plotly.graph_objs.scatter.Textfont`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Textfont constructor\n",
       " |      \n",
@@ -28565,8 +28648,8 @@
       " |              color\n",
       " |      \n",
       " |              colorsrc\n",
-      " |                  Sets the source reference on plot.ly for  color\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  color .\n",
       " |              family\n",
       " |                  HTML font family - the typeface that will be\n",
       " |                  applied by the web browser. The web browser\n",
@@ -28575,22 +28658,23 @@
       " |                  Provide multiple font families, separated by\n",
       " |                  commas, to indicate the preference in which to\n",
       " |                  apply fonts if they aren't available on the\n",
-      " |                  system. The plotly service (at https://plot.ly\n",
-      " |                  or on-premise) generates images on a server,\n",
-      " |                  where only a select number of fonts are\n",
-      " |                  installed and supported. These include \"Arial\",\n",
-      " |                  \"Balto\", \"Courier New\", \"Droid Sans\",, \"Droid\n",
-      " |                  Serif\", \"Droid Sans Mono\", \"Gravitas One\", \"Old\n",
+      " |                  system. The Chart Studio Cloud (at\n",
+      " |                  https://chart-studio.plotly.com or on-premise)\n",
+      " |                  generates images on a server, where only a\n",
+      " |                  select number of fonts are installed and\n",
+      " |                  supported. These include \"Arial\", \"Balto\",\n",
+      " |                  \"Courier New\", \"Droid Sans\",, \"Droid Serif\",\n",
+      " |                  \"Droid Sans Mono\", \"Gravitas One\", \"Old\n",
       " |                  Standard TT\", \"Open Sans\", \"Overpass\", \"PT Sans\n",
       " |                  Narrow\", \"Raleway\", \"Times New Roman\".\n",
       " |              familysrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  family .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  family .\n",
       " |              size\n",
       " |      \n",
       " |              sizesrc\n",
-      " |                  Sets the source reference on plot.ly for  size\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  size .\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -28612,7 +28696,8 @@
       " |      Any|numpy.ndarray\n",
       " |  \n",
       " |  textpositionsrc\n",
-      " |      Sets the source reference on plot.ly for  textposition .\n",
+      " |      Sets the source reference on Chart Studio Cloud for\n",
+      " |      textposition .\n",
       " |      \n",
       " |      The 'textpositionsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -28622,7 +28707,7 @@
       " |      str\n",
       " |  \n",
       " |  textsrc\n",
-      " |      Sets the source reference on plot.ly for  text .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  text .\n",
       " |      \n",
       " |      The 'textsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -28657,7 +28742,8 @@
       " |      str|numpy.ndarray\n",
       " |  \n",
       " |  texttemplatesrc\n",
-      " |      Sets the source reference on plot.ly for  texttemplate .\n",
+      " |      Sets the source reference on Chart Studio Cloud for\n",
+      " |      texttemplate .\n",
       " |      \n",
       " |      The 'texttemplatesrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -28667,7 +28753,7 @@
       " |      str\n",
       " |  \n",
       " |  tsrc\n",
-      " |      Sets the source reference on plot.ly for  t .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  t .\n",
       " |      \n",
       " |      The 'tsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -28716,18 +28802,20 @@
       " |  unselected\n",
       " |      The 'unselected' property is an instance of Unselected\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.scatter.Unselected\n",
+      " |        - An instance of :class:`plotly.graph_objs.scatter.Unselected`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Unselected constructor\n",
       " |      \n",
       " |          Supported dict properties:\n",
       " |              \n",
       " |              marker\n",
-      " |                  plotly.graph_objects.scatter.unselected.Marker\n",
-      " |                  instance or dict with compatible properties\n",
+      " |                  :class:`plotly.graph_objects.scatter.unselected\n",
+      " |                  .Marker` instance or dict with compatible\n",
+      " |                  properties\n",
       " |              textfont\n",
-      " |                  plotly.graph_objects.scatter.unselected.Textfon\n",
-      " |                  t instance or dict with compatible properties\n",
+      " |                  :class:`plotly.graph_objects.scatter.unselected\n",
+      " |                  .Textfont` instance or dict with compatible\n",
+      " |                  properties\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -28797,7 +28885,7 @@
       " |      Any\n",
       " |  \n",
       " |  xsrc\n",
-      " |      Sets the source reference on plot.ly for  x .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  x .\n",
       " |      \n",
       " |      The 'xsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -28857,7 +28945,7 @@
       " |      Any\n",
       " |  \n",
       " |  ysrc\n",
-      " |      Sets the source reference on plot.ly for  y .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  y .\n",
       " |      \n",
       " |      The 'ysrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -34592,20 +34680,20 @@
        "<div>\n",
        "        \n",
        "        \n",
-       "            <div id=\"4f936ad0-86f6-4cff-8764-c3b76401ccd7\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+       "            <div id=\"b1d577c8-281b-49cb-bbec-6fcaacb9a5fb\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
        "            <script type=\"text/javascript\">\n",
        "                require([\"plotly\"], function(Plotly) {\n",
        "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
        "                    \n",
-       "                if (document.getElementById(\"4f936ad0-86f6-4cff-8764-c3b76401ccd7\")) {\n",
+       "                if (document.getElementById(\"b1d577c8-281b-49cb-bbec-6fcaacb9a5fb\")) {\n",
        "                    Plotly.newPlot(\n",
-       "                        '4f936ad0-86f6-4cff-8764-c3b76401ccd7',\n",
+       "                        'b1d577c8-281b-49cb-bbec-6fcaacb9a5fb',\n",
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        "                        {\"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}},\n",
        "                        {\"responsive\": true}\n",
        "                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('97479b80-1a5f-4a55-ab66-1f999a2650d0');\n",
+       "var gd = document.getElementById('66b929e0-44ce-4979-92df-7af6f4d82dfb');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -35578,16 +35666,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Help on class Choropleth in module plotly.graph_objs:\n",
+      "Help on class Choropleth in module plotly.graph_objs._choropleth:\n",
       "\n",
       "class Choropleth(plotly.basedatatypes.BaseTraceType)\n",
+      " |  Choropleth(arg=None, autocolorscale=None, coloraxis=None, colorbar=None, colorscale=None, customdata=None, customdatasrc=None, featureidkey=None, geo=None, geojson=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legendgroup=None, locationmode=None, locations=None, locationssrc=None, marker=None, meta=None, metasrc=None, name=None, reversescale=None, selected=None, selectedpoints=None, showlegend=None, showscale=None, stream=None, text=None, textsrc=None, uid=None, uirevision=None, unselected=None, visible=None, z=None, zauto=None, zmax=None, zmid=None, zmin=None, zsrc=None, **kwargs)\n",
+      " |  \n",
       " |  Base class for the all trace types.\n",
       " |  \n",
       " |  Specific trace type classes (Scatter, Bar, etc.) are code generated as\n",
@@ -35613,7 +35703,7 @@
       " |      ----------\n",
       " |      arg\n",
       " |          dict of properties compatible with this constructor or\n",
-      " |          an instance of plotly.graph_objs.Choropleth\n",
+      " |          an instance of :class:`plotly.graph_objs.Choropleth`\n",
       " |      autocolorscale\n",
       " |          Determines whether the colorscale is a default palette\n",
       " |          (`autocolorscale: true`) or the palette determined by\n",
@@ -35629,8 +35719,8 @@
       " |          `layout.coloraxis2`, etc. Note that multiple color\n",
       " |          scales can be linked to the same color axis.\n",
       " |      colorbar\n",
-      " |          plotly.graph_objects.choropleth.ColorBar instance or\n",
-      " |          dict with compatible properties\n",
+      " |          :class:`plotly.graph_objects.choropleth.ColorBar`\n",
+      " |          instance or dict with compatible properties\n",
       " |      colorscale\n",
       " |          Sets the colorscale. The colorscale must be an array\n",
       " |          containing arrays mapping a normalized value to an rgb,\n",
@@ -35649,7 +35739,8 @@
       " |          that, \"scatter\" traces also appends customdata items in\n",
       " |          the markers DOM elements\n",
       " |      customdatasrc\n",
-      " |          Sets the source reference on plot.ly for  customdata .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          customdata .\n",
       " |      featureidkey\n",
       " |          Sets the key in GeoJSON features which is used as id to\n",
       " |          match the items included in the `locations` array. Only\n",
@@ -35674,10 +35765,11 @@
       " |          upon hovering. But, if `none` is set, click and hover\n",
       " |          events are still fired.\n",
       " |      hoverinfosrc\n",
-      " |          Sets the source reference on plot.ly for  hoverinfo .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          hoverinfo .\n",
       " |      hoverlabel\n",
-      " |          plotly.graph_objects.choropleth.Hoverlabel instance or\n",
-      " |          dict with compatible properties\n",
+      " |          :class:`plotly.graph_objects.choropleth.Hoverlabel`\n",
+      " |          instance or dict with compatible properties\n",
       " |      hovertemplate\n",
       " |          Template string used for rendering the information that\n",
       " |          appear on hover box. Note that this will override\n",
@@ -35694,26 +35786,28 @@
       " |          details on the date formatting syntax. The variables\n",
       " |          available in `hovertemplate` are the ones emitted as\n",
       " |          event data described at this link\n",
-      " |          https://plot.ly/javascript/plotlyjs-events/#event-data.\n",
-      " |          Additionally, every attributes that can be specified\n",
-      " |          per-point (the ones that are `arrayOk: true`) are\n",
-      " |          available.  Anything contained in tag `<extra>` is\n",
+      " |          https://plotly.com/javascript/plotlyjs-events/#event-\n",
+      " |          data. Additionally, every attributes that can be\n",
+      " |          specified per-point (the ones that are `arrayOk: true`)\n",
+      " |          are available.  Anything contained in tag `<extra>` is\n",
       " |          displayed in the secondary box, for example\n",
       " |          \"<extra>{fullData.name}</extra>\". To hide the secondary\n",
       " |          box completely, use an empty tag `<extra></extra>`.\n",
       " |      hovertemplatesrc\n",
-      " |          Sets the source reference on plot.ly for  hovertemplate\n",
-      " |          .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          hovertemplate .\n",
       " |      hovertext\n",
       " |          Same as `text`.\n",
       " |      hovertextsrc\n",
-      " |          Sets the source reference on plot.ly for  hovertext .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          hovertext .\n",
       " |      ids\n",
       " |          Assigns id labels to each datum. These ids for object\n",
       " |          constancy of data points during animation. Should be an\n",
       " |          array of strings, not numbers or any other type.\n",
       " |      idssrc\n",
-      " |          Sets the source reference on plot.ly for  ids .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          ids .\n",
       " |      legendgroup\n",
       " |          Sets the legend group for this trace. Traces part of\n",
       " |          the same legend group hide/show at the same time when\n",
@@ -35729,10 +35823,11 @@
       " |          Sets the coordinates via location IDs or names. See\n",
       " |          `locationmode` for more info.\n",
       " |      locationssrc\n",
-      " |          Sets the source reference on plot.ly for  locations .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          locations .\n",
       " |      marker\n",
-      " |          plotly.graph_objects.choropleth.Marker instance or dict\n",
-      " |          with compatible properties\n",
+      " |          :class:`plotly.graph_objects.choropleth.Marker`\n",
+      " |          instance or dict with compatible properties\n",
       " |      meta\n",
       " |          Assigns extra meta information associated with this\n",
       " |          trace that can be used in various text attributes.\n",
@@ -35747,7 +35842,8 @@
       " |          is the index or key of the `meta` and `n` is the trace\n",
       " |          index.\n",
       " |      metasrc\n",
-      " |          Sets the source reference on plot.ly for  meta .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          meta .\n",
       " |      name\n",
       " |          Sets the trace name. The trace name appear as the\n",
       " |          legend item and on hover.\n",
@@ -35756,8 +35852,8 @@
       " |          will correspond to the last color in the array and\n",
       " |          `zmax` will correspond to the first color.\n",
       " |      selected\n",
-      " |          plotly.graph_objects.choropleth.Selected instance or\n",
-      " |          dict with compatible properties\n",
+      " |          :class:`plotly.graph_objects.choropleth.Selected`\n",
+      " |          instance or dict with compatible properties\n",
       " |      selectedpoints\n",
       " |          Array containing integer indices of selected points.\n",
       " |          Has an effect only for traces that support selections.\n",
@@ -35772,12 +35868,13 @@
       " |          Determines whether or not a colorbar is displayed for\n",
       " |          this trace.\n",
       " |      stream\n",
-      " |          plotly.graph_objects.choropleth.Stream instance or dict\n",
-      " |          with compatible properties\n",
+      " |          :class:`plotly.graph_objects.choropleth.Stream`\n",
+      " |          instance or dict with compatible properties\n",
       " |      text\n",
       " |          Sets the text elements associated with each location.\n",
       " |      textsrc\n",
-      " |          Sets the source reference on plot.ly for  text .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          text .\n",
       " |      uid\n",
       " |          Assign an id to this trace, Use this to provide object\n",
       " |          constancy between traces during animations and\n",
@@ -35801,8 +35898,8 @@
       " |          preserve user-driven changes if you give each trace a\n",
       " |          `uid` that stays with it as it moves.\n",
       " |      unselected\n",
-      " |          plotly.graph_objects.choropleth.Unselected instance or\n",
-      " |          dict with compatible properties\n",
+      " |          :class:`plotly.graph_objects.choropleth.Unselected`\n",
+      " |          instance or dict with compatible properties\n",
       " |      visible\n",
       " |          Determines whether or not this trace is visible. If\n",
       " |          \"legendonly\", the trace is not drawn, but can appear as\n",
@@ -35829,7 +35926,8 @@
       " |          have the same units as in `z` and if set, `zmax` must\n",
       " |          be set as well.\n",
       " |      zsrc\n",
-      " |          Sets the source reference on plot.ly for  z .\n",
+      " |          Sets the source reference on Chart Studio Cloud for  z\n",
+      " |          .\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -35873,7 +35971,7 @@
       " |  colorbar\n",
       " |      The 'colorbar' property is an instance of ColorBar\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.choropleth.ColorBar\n",
+      " |        - An instance of :class:`plotly.graph_objs.choropleth.ColorBar`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the ColorBar constructor\n",
       " |      \n",
@@ -36005,9 +36103,9 @@
       " |                  tickformat \"%H~%M~%S.%2f\" would display\n",
       " |                  \"09~15~23.46\"\n",
       " |              tickformatstops\n",
-      " |                  A tuple of plotly.graph_objects.choropleth.colo\n",
-      " |                  rbar.Tickformatstop instances or dicts with\n",
-      " |                  compatible properties\n",
+      " |                  A tuple of :class:`plotly.graph_objects.choropl\n",
+      " |                  eth.colorbar.Tickformatstop` instances or dicts\n",
+      " |                  with compatible properties\n",
       " |              tickformatstopdefaults\n",
       " |                  When used in a template (as layout.template.dat\n",
       " |                  a.choropleth.colorbar.tickformatstopdefaults),\n",
@@ -36041,20 +36139,21 @@
       " |                  `tickmode` is set to \"array\". Used with\n",
       " |                  `tickvals`.\n",
       " |              ticktextsrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  ticktext .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  ticktext .\n",
       " |              tickvals\n",
       " |                  Sets the values at which ticks on this axis\n",
       " |                  appear. Only has an effect if `tickmode` is set\n",
       " |                  to \"array\". Used with `ticktext`.\n",
       " |              tickvalssrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  tickvals .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  tickvals .\n",
       " |              tickwidth\n",
       " |                  Sets the tick width (in px).\n",
       " |              title\n",
-      " |                  plotly.graph_objects.choropleth.colorbar.Title\n",
-      " |                  instance or dict with compatible properties\n",
+      " |                  :class:`plotly.graph_objects.choropleth.colorba\n",
+      " |                  r.Title` instance or dict with compatible\n",
+      " |                  properties\n",
       " |              titlefont\n",
       " |                  Deprecated: Please use\n",
       " |                  choropleth.colorbar.title.font instead. Sets\n",
@@ -36150,7 +36249,8 @@
       " |      numpy.ndarray\n",
       " |  \n",
       " |  customdatasrc\n",
-      " |      Sets the source reference on plot.ly for  customdata .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  customdata\n",
+      " |      .\n",
       " |      \n",
       " |      The 'customdatasrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -36218,7 +36318,8 @@
       " |      Any|numpy.ndarray\n",
       " |  \n",
       " |  hoverinfosrc\n",
-      " |      Sets the source reference on plot.ly for  hoverinfo .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  hoverinfo\n",
+      " |      .\n",
       " |      \n",
       " |      The 'hoverinfosrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -36230,7 +36331,7 @@
       " |  hoverlabel\n",
       " |      The 'hoverlabel' property is an instance of Hoverlabel\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.choropleth.Hoverlabel\n",
+      " |        - An instance of :class:`plotly.graph_objs.choropleth.Hoverlabel`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Hoverlabel constructor\n",
       " |      \n",
@@ -36242,20 +36343,20 @@
       " |                  only if the hover label text spans more two or\n",
       " |                  more lines\n",
       " |              alignsrc\n",
-      " |                  Sets the source reference on plot.ly for  align\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  align .\n",
       " |              bgcolor\n",
       " |                  Sets the background color of the hover labels\n",
       " |                  for this trace\n",
       " |              bgcolorsrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  bgcolor .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  bgcolor .\n",
       " |              bordercolor\n",
       " |                  Sets the border color of the hover labels for\n",
       " |                  this trace.\n",
       " |              bordercolorsrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  bordercolor .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  bordercolor .\n",
       " |              font\n",
       " |                  Sets the font used in hover labels.\n",
       " |              namelength\n",
@@ -36269,8 +36370,8 @@
       " |                  to `namelength - 3` characters and add an\n",
       " |                  ellipsis.\n",
       " |              namelengthsrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  namelength .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  namelength .\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -36290,7 +36391,7 @@
       " |      reference/blob/master/Time-Formatting.md#format for details on\n",
       " |      the date formatting syntax. The variables available in\n",
       " |      `hovertemplate` are the ones emitted as event data described at\n",
-      " |      this link https://plot.ly/javascript/plotlyjs-events/#event-\n",
+      " |      this link https://plotly.com/javascript/plotlyjs-events/#event-\n",
       " |      data. Additionally, every attributes that can be specified per-\n",
       " |      point (the ones that are `arrayOk: true`) are available.\n",
       " |      Anything contained in tag `<extra>` is displayed in the\n",
@@ -36308,7 +36409,8 @@
       " |      str|numpy.ndarray\n",
       " |  \n",
       " |  hovertemplatesrc\n",
-      " |      Sets the source reference on plot.ly for  hovertemplate .\n",
+      " |      Sets the source reference on Chart Studio Cloud for\n",
+      " |      hovertemplate .\n",
       " |      \n",
       " |      The 'hovertemplatesrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -36330,7 +36432,8 @@
       " |      str|numpy.ndarray\n",
       " |  \n",
       " |  hovertextsrc\n",
-      " |      Sets the source reference on plot.ly for  hovertext .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  hovertext\n",
+      " |      .\n",
       " |      \n",
       " |      The 'hovertextsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -36352,7 +36455,7 @@
       " |      numpy.ndarray\n",
       " |  \n",
       " |  idssrc\n",
-      " |      Sets the source reference on plot.ly for  ids .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  ids .\n",
       " |      \n",
       " |      The 'idssrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -36401,7 +36504,8 @@
       " |      numpy.ndarray\n",
       " |  \n",
       " |  locationssrc\n",
-      " |      Sets the source reference on plot.ly for  locations .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  locations\n",
+      " |      .\n",
       " |      \n",
       " |      The 'locationssrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -36413,20 +36517,21 @@
       " |  marker\n",
       " |      The 'marker' property is an instance of Marker\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.choropleth.Marker\n",
+      " |        - An instance of :class:`plotly.graph_objs.choropleth.Marker`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Marker constructor\n",
       " |      \n",
       " |          Supported dict properties:\n",
       " |              \n",
       " |              line\n",
-      " |                  plotly.graph_objects.choropleth.marker.Line\n",
-      " |                  instance or dict with compatible properties\n",
+      " |                  :class:`plotly.graph_objects.choropleth.marker.\n",
+      " |                  Line` instance or dict with compatible\n",
+      " |                  properties\n",
       " |              opacity\n",
       " |                  Sets the opacity of the locations.\n",
       " |              opacitysrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  opacity .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  opacity .\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -36451,7 +36556,7 @@
       " |      Any|numpy.ndarray\n",
       " |  \n",
       " |  metasrc\n",
-      " |      Sets the source reference on plot.ly for  meta .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  meta .\n",
       " |      \n",
       " |      The 'metasrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -36487,15 +36592,16 @@
       " |  selected\n",
       " |      The 'selected' property is an instance of Selected\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.choropleth.Selected\n",
+      " |        - An instance of :class:`plotly.graph_objs.choropleth.Selected`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Selected constructor\n",
       " |      \n",
       " |          Supported dict properties:\n",
       " |              \n",
       " |              marker\n",
-      " |                  plotly.graph_objects.choropleth.selected.Marker\n",
-      " |                  instance or dict with compatible properties\n",
+      " |                  :class:`plotly.graph_objects.choropleth.selecte\n",
+      " |                  d.Marker` instance or dict with compatible\n",
+      " |                  properties\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -36540,7 +36646,7 @@
       " |  stream\n",
       " |      The 'stream' property is an instance of Stream\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.choropleth.Stream\n",
+      " |        - An instance of :class:`plotly.graph_objs.choropleth.Stream`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Stream constructor\n",
       " |      \n",
@@ -36553,8 +36659,8 @@
       " |                  points will be displayed on the plot.\n",
       " |              token\n",
       " |                  The stream id number links a data trace on a\n",
-      " |                  plot with a stream. See\n",
-      " |                  https://plot.ly/settings for more details.\n",
+      " |                  plot with a stream. See https://chart-\n",
+      " |                  studio.plotly.com/settings for more details.\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -36573,7 +36679,7 @@
       " |      str|numpy.ndarray\n",
       " |  \n",
       " |  textsrc\n",
-      " |      Sets the source reference on plot.ly for  text .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  text .\n",
       " |      \n",
       " |      The 'textsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -36622,15 +36728,16 @@
       " |  unselected\n",
       " |      The 'unselected' property is an instance of Unselected\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.choropleth.Unselected\n",
+      " |        - An instance of :class:`plotly.graph_objs.choropleth.Unselected`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Unselected constructor\n",
       " |      \n",
       " |          Supported dict properties:\n",
       " |              \n",
       " |              marker\n",
-      " |                  plotly.graph_objects.choropleth.unselected.Mark\n",
-      " |                  er instance or dict with compatible properties\n",
+      " |                  :class:`plotly.graph_objects.choropleth.unselec\n",
+      " |                  ted.Marker` instance or dict with compatible\n",
+      " |                  properties\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -36707,7 +36814,7 @@
       " |      int|float\n",
       " |  \n",
       " |  zsrc\n",
-      " |      Sets the source reference on plot.ly for  z .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  z .\n",
       " |      \n",
       " |      The 'zsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -37186,7 +37293,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [
     {
@@ -38166,20 +38273,20 @@
        "<div>\n",
        "        \n",
        "        \n",
-       "            <div id=\"d7d415f1-6927-4e6e-a7a9-2d17bc0ae030\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+       "            <div id=\"62c7b40b-d2cd-4eab-9afb-3357955b3d4c\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
        "            <script type=\"text/javascript\">\n",
        "                require([\"plotly\"], function(Plotly) {\n",
        "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
        "                    \n",
-       "                if (document.getElementById(\"d7d415f1-6927-4e6e-a7a9-2d17bc0ae030\")) {\n",
+       "                if (document.getElementById(\"62c7b40b-d2cd-4eab-9afb-3357955b3d4c\")) {\n",
        "                    Plotly.newPlot(\n",
-       "                        'd7d415f1-6927-4e6e-a7a9-2d17bc0ae030',\n",
+       "                        '62c7b40b-d2cd-4eab-9afb-3357955b3d4c',\n",
        "                        [{\"colorbar\": {\"title\": {\"text\": \"Millions USD\"}}, \"colorscale\": [[0.0, \"rgb(255,245,240)\"], [0.125, \"rgb(254,224,210)\"], [0.25, \"rgb(252,187,161)\"], [0.375, \"rgb(252,146,114)\"], [0.5, \"rgb(251,106,74)\"], [0.625, \"rgb(239,59,44)\"], [0.75, \"rgb(203,24,29)\"], [0.875, \"rgb(165,15,21)\"], [1.0, \"rgb(103,0,13)\"]], \"locationmode\": \"USA-states\", \"locations\": [\"AL\", \"AK\", \"AZ\", \"AR\", \"CA\", \"CO\", \"CT\", \"DE\", \"FL\", \"GA\", \"HI\", \"ID\", \"IL\", \"IN\", \"IA\", \"KS\", \"KY\", \"LA\", \"ME\", \"MD\", \"MA\", \"MI\", \"MN\", \"MS\", \"MO\", \"MT\", \"NE\", \"NV\", \"NH\", \"NJ\", \"NM\", \"NY\", \"NC\", \"ND\", \"OH\", \"OK\", \"OR\", \"PA\", \"RI\", \"SC\", \"SD\", \"TN\", \"TX\", \"UT\", \"VT\", \"VA\", \"WA\", \"WV\", \"WI\", \"WY\"], \"type\": \"choropleth\", \"z\": [1390.63, 13.31, 1463.17, 3586.02, 16472.88, 1851.33, 259.62, 282.19, 3764.09, 2860.84, 401.84, 2078.89, 8709.48, 5050.23, 11273.76, 4589.01, 1889.15, 1914.23, 278.37, 692.75, 248.65, 3164.16, 7192.33, 2170.8, 3933.42, 1718.0, 7114.13, 139.89, 73.06, 500.4, 751.58, 1488.9, 3806.05, 3761.96, 3979.79, 1646.41, 1794.57, 1969.87, 31.59, 929.93, 3770.19, 1535.13, 6648.22, 453.39, 180.14, 1146.48, 3894.81, 138.89, 3090.23, 349.69]}],\n",
        "                        {\"geo\": {\"scope\": \"usa\"}, \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, 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[0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], 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\"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], 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[0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"2011 US Agriculture Exports by State\"}},\n",
        "                        {\"responsive\": true}\n",
        "                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('d7d415f1-6927-4e6e-a7a9-2d17bc0ae030');\n",
+       "var gd = document.getElementById('62c7b40b-d2cd-4eab-9afb-3357955b3d4c');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -38251,9 +38358,11 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Help on class Scatter3d in module plotly.graph_objs:\n",
+      "Help on class Scatter3d in module plotly.graph_objs._scatter3d:\n",
       "\n",
       "class Scatter3d(plotly.basedatatypes.BaseTraceType)\n",
+      " |  Scatter3d(arg=None, connectgaps=None, customdata=None, customdatasrc=None, error_x=None, error_y=None, error_z=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legendgroup=None, line=None, marker=None, meta=None, metasrc=None, mode=None, name=None, opacity=None, projection=None, scene=None, showlegend=None, stream=None, surfaceaxis=None, surfacecolor=None, text=None, textfont=None, textposition=None, textpositionsrc=None, textsrc=None, texttemplate=None, texttemplatesrc=None, uid=None, uirevision=None, visible=None, x=None, xcalendar=None, xsrc=None, y=None, ycalendar=None, ysrc=None, z=None, zcalendar=None, zsrc=None, **kwargs)\n",
+      " |  \n",
       " |  Base class for the all trace types.\n",
       " |  \n",
       " |  Specific trace type classes (Scatter, Bar, etc.) are code generated as\n",
@@ -38282,7 +38391,7 @@
       " |      ----------\n",
       " |      arg\n",
       " |          dict of properties compatible with this constructor or\n",
-      " |          an instance of plotly.graph_objs.Scatter3d\n",
+      " |          an instance of :class:`plotly.graph_objs.Scatter3d`\n",
       " |      connectgaps\n",
       " |          Determines whether or not gaps (i.e. {nan} or missing\n",
       " |          values) in the provided data arrays are connected.\n",
@@ -38292,26 +38401,28 @@
       " |          that, \"scatter\" traces also appends customdata items in\n",
       " |          the markers DOM elements\n",
       " |      customdatasrc\n",
-      " |          Sets the source reference on plot.ly for  customdata .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          customdata .\n",
       " |      error_x\n",
-      " |          plotly.graph_objects.scatter3d.ErrorX instance or dict\n",
-      " |          with compatible properties\n",
+      " |          :class:`plotly.graph_objects.scatter3d.ErrorX` instance\n",
+      " |          or dict with compatible properties\n",
       " |      error_y\n",
-      " |          plotly.graph_objects.scatter3d.ErrorY instance or dict\n",
-      " |          with compatible properties\n",
+      " |          :class:`plotly.graph_objects.scatter3d.ErrorY` instance\n",
+      " |          or dict with compatible properties\n",
       " |      error_z\n",
-      " |          plotly.graph_objects.scatter3d.ErrorZ instance or dict\n",
-      " |          with compatible properties\n",
+      " |          :class:`plotly.graph_objects.scatter3d.ErrorZ` instance\n",
+      " |          or dict with compatible properties\n",
       " |      hoverinfo\n",
       " |          Determines which trace information appear on hover. If\n",
       " |          `none` or `skip` are set, no information is displayed\n",
       " |          upon hovering. But, if `none` is set, click and hover\n",
       " |          events are still fired.\n",
       " |      hoverinfosrc\n",
-      " |          Sets the source reference on plot.ly for  hoverinfo .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          hoverinfo .\n",
       " |      hoverlabel\n",
-      " |          plotly.graph_objects.scatter3d.Hoverlabel instance or\n",
-      " |          dict with compatible properties\n",
+      " |          :class:`plotly.graph_objects.scatter3d.Hoverlabel`\n",
+      " |          instance or dict with compatible properties\n",
       " |      hovertemplate\n",
       " |          Template string used for rendering the information that\n",
       " |          appear on hover box. Note that this will override\n",
@@ -38328,16 +38439,16 @@
       " |          details on the date formatting syntax. The variables\n",
       " |          available in `hovertemplate` are the ones emitted as\n",
       " |          event data described at this link\n",
-      " |          https://plot.ly/javascript/plotlyjs-events/#event-data.\n",
-      " |          Additionally, every attributes that can be specified\n",
-      " |          per-point (the ones that are `arrayOk: true`) are\n",
-      " |          available.  Anything contained in tag `<extra>` is\n",
+      " |          https://plotly.com/javascript/plotlyjs-events/#event-\n",
+      " |          data. Additionally, every attributes that can be\n",
+      " |          specified per-point (the ones that are `arrayOk: true`)\n",
+      " |          are available.  Anything contained in tag `<extra>` is\n",
       " |          displayed in the secondary box, for example\n",
       " |          \"<extra>{fullData.name}</extra>\". To hide the secondary\n",
       " |          box completely, use an empty tag `<extra></extra>`.\n",
       " |      hovertemplatesrc\n",
-      " |          Sets the source reference on plot.ly for  hovertemplate\n",
-      " |          .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          hovertemplate .\n",
       " |      hovertext\n",
       " |          Sets text elements associated with each (x,y,z)\n",
       " |          triplet. If a single string, the same string appears\n",
@@ -38346,23 +38457,25 @@
       " |          coordinates. To be seen, trace `hoverinfo` must contain\n",
       " |          a \"text\" flag.\n",
       " |      hovertextsrc\n",
-      " |          Sets the source reference on plot.ly for  hovertext .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          hovertext .\n",
       " |      ids\n",
       " |          Assigns id labels to each datum. These ids for object\n",
       " |          constancy of data points during animation. Should be an\n",
       " |          array of strings, not numbers or any other type.\n",
       " |      idssrc\n",
-      " |          Sets the source reference on plot.ly for  ids .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          ids .\n",
       " |      legendgroup\n",
       " |          Sets the legend group for this trace. Traces part of\n",
       " |          the same legend group hide/show at the same time when\n",
       " |          toggling legend items.\n",
       " |      line\n",
-      " |          plotly.graph_objects.scatter3d.Line instance or dict\n",
-      " |          with compatible properties\n",
+      " |          :class:`plotly.graph_objects.scatter3d.Line` instance\n",
+      " |          or dict with compatible properties\n",
       " |      marker\n",
-      " |          plotly.graph_objects.scatter3d.Marker instance or dict\n",
-      " |          with compatible properties\n",
+      " |          :class:`plotly.graph_objects.scatter3d.Marker` instance\n",
+      " |          or dict with compatible properties\n",
       " |      meta\n",
       " |          Assigns extra meta information associated with this\n",
       " |          trace that can be used in various text attributes.\n",
@@ -38377,7 +38490,8 @@
       " |          is the index or key of the `meta` and `n` is the trace\n",
       " |          index.\n",
       " |      metasrc\n",
-      " |          Sets the source reference on plot.ly for  meta .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          meta .\n",
       " |      mode\n",
       " |          Determines the drawing mode for this scatter trace. If\n",
       " |          the provided `mode` includes \"text\" then the `text`\n",
@@ -38391,8 +38505,8 @@
       " |      opacity\n",
       " |          Sets the opacity of the trace.\n",
       " |      projection\n",
-      " |          plotly.graph_objects.scatter3d.Projection instance or\n",
-      " |          dict with compatible properties\n",
+      " |          :class:`plotly.graph_objects.scatter3d.Projection`\n",
+      " |          instance or dict with compatible properties\n",
       " |      scene\n",
       " |          Sets a reference between this trace's 3D coordinate\n",
       " |          system and a 3D scene. If \"scene\" (the default value),\n",
@@ -38403,8 +38517,8 @@
       " |          Determines whether or not an item corresponding to this\n",
       " |          trace is shown in the legend.\n",
       " |      stream\n",
-      " |          plotly.graph_objects.scatter3d.Stream instance or dict\n",
-      " |          with compatible properties\n",
+      " |          :class:`plotly.graph_objects.scatter3d.Stream` instance\n",
+      " |          or dict with compatible properties\n",
       " |      surfaceaxis\n",
       " |          If \"-1\", the scatter points are not fill with a surface\n",
       " |          If 0, 1, 2, the scatter points are filled with a\n",
@@ -38420,16 +38534,17 @@
       " |          flag and \"hovertext\" is not set, these elements will be\n",
       " |          seen in the hover labels.\n",
       " |      textfont\n",
-      " |          plotly.graph_objects.scatter3d.Textfont instance or\n",
-      " |          dict with compatible properties\n",
+      " |          :class:`plotly.graph_objects.scatter3d.Textfont`\n",
+      " |          instance or dict with compatible properties\n",
       " |      textposition\n",
       " |          Sets the positions of the `text` elements with respects\n",
       " |          to the (x,y) coordinates.\n",
       " |      textpositionsrc\n",
-      " |          Sets the source reference on plot.ly for  textposition\n",
-      " |          .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          textposition .\n",
       " |      textsrc\n",
-      " |          Sets the source reference on plot.ly for  text .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          text .\n",
       " |      texttemplate\n",
       " |          Template string used for rendering the information text\n",
       " |          that appear on points. Note that this will override\n",
@@ -38447,8 +38562,8 @@
       " |          that can be specified per-point (the ones that are\n",
       " |          `arrayOk: true`) are available.\n",
       " |      texttemplatesrc\n",
-      " |          Sets the source reference on plot.ly for  texttemplate\n",
-      " |          .\n",
+      " |          Sets the source reference on Chart Studio Cloud for\n",
+      " |          texttemplate .\n",
       " |      uid\n",
       " |          Assign an id to this trace, Use this to provide object\n",
       " |          constancy between traces during animations and\n",
@@ -38481,19 +38596,22 @@
       " |      xcalendar\n",
       " |          Sets the calendar system to use with `x` date data.\n",
       " |      xsrc\n",
-      " |          Sets the source reference on plot.ly for  x .\n",
+      " |          Sets the source reference on Chart Studio Cloud for  x\n",
+      " |          .\n",
       " |      y\n",
       " |          Sets the y coordinates.\n",
       " |      ycalendar\n",
       " |          Sets the calendar system to use with `y` date data.\n",
       " |      ysrc\n",
-      " |          Sets the source reference on plot.ly for  y .\n",
+      " |          Sets the source reference on Chart Studio Cloud for  y\n",
+      " |          .\n",
       " |      z\n",
       " |          Sets the z coordinates.\n",
       " |      zcalendar\n",
       " |          Sets the calendar system to use with `z` date data.\n",
       " |      zsrc\n",
-      " |          Sets the source reference on plot.ly for  z .\n",
+      " |          Sets the source reference on Chart Studio Cloud for  z\n",
+      " |          .\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -38527,7 +38645,8 @@
       " |      numpy.ndarray\n",
       " |  \n",
       " |  customdatasrc\n",
-      " |      Sets the source reference on plot.ly for  customdata .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  customdata\n",
+      " |      .\n",
       " |      \n",
       " |      The 'customdatasrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -38539,7 +38658,7 @@
       " |  error_x\n",
       " |      The 'error_x' property is an instance of ErrorX\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.scatter3d.ErrorX\n",
+      " |        - An instance of :class:`plotly.graph_objs.scatter3d.ErrorX`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the ErrorX constructor\n",
       " |      \n",
@@ -38555,11 +38674,11 @@
       " |                  vertical (horizontal) bars Values are plotted\n",
       " |                  relative to the underlying data.\n",
       " |              arrayminussrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  arrayminus .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  arrayminus .\n",
       " |              arraysrc\n",
-      " |                  Sets the source reference on plot.ly for  array\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  array .\n",
       " |              color\n",
       " |                  Sets the stoke color of the error bars.\n",
       " |              copy_zstyle\n",
@@ -38610,7 +38729,7 @@
       " |  error_y\n",
       " |      The 'error_y' property is an instance of ErrorY\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.scatter3d.ErrorY\n",
+      " |        - An instance of :class:`plotly.graph_objs.scatter3d.ErrorY`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the ErrorY constructor\n",
       " |      \n",
@@ -38626,11 +38745,11 @@
       " |                  vertical (horizontal) bars Values are plotted\n",
       " |                  relative to the underlying data.\n",
       " |              arrayminussrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  arrayminus .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  arrayminus .\n",
       " |              arraysrc\n",
-      " |                  Sets the source reference on plot.ly for  array\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  array .\n",
       " |              color\n",
       " |                  Sets the stoke color of the error bars.\n",
       " |              copy_zstyle\n",
@@ -38681,7 +38800,7 @@
       " |  error_z\n",
       " |      The 'error_z' property is an instance of ErrorZ\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.scatter3d.ErrorZ\n",
+      " |        - An instance of :class:`plotly.graph_objs.scatter3d.ErrorZ`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the ErrorZ constructor\n",
       " |      \n",
@@ -38697,11 +38816,11 @@
       " |                  vertical (horizontal) bars Values are plotted\n",
       " |                  relative to the underlying data.\n",
       " |              arrayminussrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  arrayminus .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  arrayminus .\n",
       " |              arraysrc\n",
-      " |                  Sets the source reference on plot.ly for  array\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  array .\n",
       " |              color\n",
       " |                  Sets the stoke color of the error bars.\n",
       " |              symmetric\n",
@@ -38764,7 +38883,8 @@
       " |      Any|numpy.ndarray\n",
       " |  \n",
       " |  hoverinfosrc\n",
-      " |      Sets the source reference on plot.ly for  hoverinfo .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  hoverinfo\n",
+      " |      .\n",
       " |      \n",
       " |      The 'hoverinfosrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -38776,7 +38896,7 @@
       " |  hoverlabel\n",
       " |      The 'hoverlabel' property is an instance of Hoverlabel\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.scatter3d.Hoverlabel\n",
+      " |        - An instance of :class:`plotly.graph_objs.scatter3d.Hoverlabel`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Hoverlabel constructor\n",
       " |      \n",
@@ -38788,20 +38908,20 @@
       " |                  only if the hover label text spans more two or\n",
       " |                  more lines\n",
       " |              alignsrc\n",
-      " |                  Sets the source reference on plot.ly for  align\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  align .\n",
       " |              bgcolor\n",
       " |                  Sets the background color of the hover labels\n",
       " |                  for this trace\n",
       " |              bgcolorsrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  bgcolor .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  bgcolor .\n",
       " |              bordercolor\n",
       " |                  Sets the border color of the hover labels for\n",
       " |                  this trace.\n",
       " |              bordercolorsrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  bordercolor .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  bordercolor .\n",
       " |              font\n",
       " |                  Sets the font used in hover labels.\n",
       " |              namelength\n",
@@ -38815,8 +38935,8 @@
       " |                  to `namelength - 3` characters and add an\n",
       " |                  ellipsis.\n",
       " |              namelengthsrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  namelength .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  namelength .\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -38836,7 +38956,7 @@
       " |      reference/blob/master/Time-Formatting.md#format for details on\n",
       " |      the date formatting syntax. The variables available in\n",
       " |      `hovertemplate` are the ones emitted as event data described at\n",
-      " |      this link https://plot.ly/javascript/plotlyjs-events/#event-\n",
+      " |      this link https://plotly.com/javascript/plotlyjs-events/#event-\n",
       " |      data. Additionally, every attributes that can be specified per-\n",
       " |      point (the ones that are `arrayOk: true`) are available.\n",
       " |      Anything contained in tag `<extra>` is displayed in the\n",
@@ -38854,7 +38974,8 @@
       " |      str|numpy.ndarray\n",
       " |  \n",
       " |  hovertemplatesrc\n",
-      " |      Sets the source reference on plot.ly for  hovertemplate .\n",
+      " |      Sets the source reference on Chart Studio Cloud for\n",
+      " |      hovertemplate .\n",
       " |      \n",
       " |      The 'hovertemplatesrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -38880,7 +39001,8 @@
       " |      str|numpy.ndarray\n",
       " |  \n",
       " |  hovertextsrc\n",
-      " |      Sets the source reference on plot.ly for  hovertext .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  hovertext\n",
+      " |      .\n",
       " |      \n",
       " |      The 'hovertextsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -38902,7 +39024,7 @@
       " |      numpy.ndarray\n",
       " |  \n",
       " |  idssrc\n",
-      " |      Sets the source reference on plot.ly for  ids .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  ids .\n",
       " |      \n",
       " |      The 'idssrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -38927,7 +39049,7 @@
       " |  line\n",
       " |      The 'line' property is an instance of Line\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.scatter3d.Line\n",
+      " |        - An instance of :class:`plotly.graph_objs.scatter3d.Line`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Line constructor\n",
       " |      \n",
@@ -38987,8 +39109,9 @@
       " |                  color scales can be linked to the same color\n",
       " |                  axis.\n",
       " |              colorbar\n",
-      " |                  plotly.graph_objects.scatter3d.line.ColorBar\n",
-      " |                  instance or dict with compatible properties\n",
+      " |                  :class:`plotly.graph_objects.scatter3d.line.Col\n",
+      " |                  orBar` instance or dict with compatible\n",
+      " |                  properties\n",
       " |              colorscale\n",
       " |                  Sets the colorscale. Has an effect only if in\n",
       " |                  `line.color`is set to a numerical array. The\n",
@@ -39006,8 +39129,8 @@
       " |                  ainbow,Portland,Jet,Hot,Blackbody,Earth,Electri\n",
       " |                  c,Viridis,Cividis.\n",
       " |              colorsrc\n",
-      " |                  Sets the source reference on plot.ly for  color\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  color .\n",
       " |              dash\n",
       " |                  Sets the dash style of the lines.\n",
       " |              reversescale\n",
@@ -39030,7 +39153,7 @@
       " |  marker\n",
       " |      The 'marker' property is an instance of Marker\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.scatter3d.Marker\n",
+      " |        - An instance of :class:`plotly.graph_objs.scatter3d.Marker`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Marker constructor\n",
       " |      \n",
@@ -39090,8 +39213,9 @@
       " |                  color scales can be linked to the same color\n",
       " |                  axis.\n",
       " |              colorbar\n",
-      " |                  plotly.graph_objects.scatter3d.marker.ColorBar\n",
-      " |                  instance or dict with compatible properties\n",
+      " |                  :class:`plotly.graph_objects.scatter3d.marker.C\n",
+      " |                  olorBar` instance or dict with compatible\n",
+      " |                  properties\n",
       " |              colorscale\n",
       " |                  Sets the colorscale. Has an effect only if in\n",
       " |                  `marker.color`is set to a numerical array. The\n",
@@ -39109,11 +39233,12 @@
       " |                  ues,Picnic,Rainbow,Portland,Jet,Hot,Blackbody,E\n",
       " |                  arth,Electric,Viridis,Cividis.\n",
       " |              colorsrc\n",
-      " |                  Sets the source reference on plot.ly for  color\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  color .\n",
       " |              line\n",
-      " |                  plotly.graph_objects.scatter3d.marker.Line\n",
-      " |                  instance or dict with compatible properties\n",
+      " |                  :class:`plotly.graph_objects.scatter3d.marker.L\n",
+      " |                  ine` instance or dict with compatible\n",
+      " |                  properties\n",
       " |              opacity\n",
       " |                  Sets the marker opacity. Note that the marker\n",
       " |                  opacity for scatter3d traces must be a scalar\n",
@@ -39148,13 +39273,13 @@
       " |                  determine the rendered size of marker points.\n",
       " |                  Use with `sizemin` and `sizemode`.\n",
       " |              sizesrc\n",
-      " |                  Sets the source reference on plot.ly for  size\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  size .\n",
       " |              symbol\n",
       " |                  Sets the marker symbol type.\n",
       " |              symbolsrc\n",
-      " |                  Sets the source reference on plot.ly for\n",
-      " |                  symbol .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  symbol .\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -39179,7 +39304,7 @@
       " |      Any|numpy.ndarray\n",
       " |  \n",
       " |  metasrc\n",
-      " |      Sets the source reference on plot.ly for  meta .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  meta .\n",
       " |      \n",
       " |      The 'metasrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -39231,21 +39356,24 @@
       " |  projection\n",
       " |      The 'projection' property is an instance of Projection\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.scatter3d.Projection\n",
+      " |        - An instance of :class:`plotly.graph_objs.scatter3d.Projection`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Projection constructor\n",
       " |      \n",
       " |          Supported dict properties:\n",
       " |              \n",
       " |              x\n",
-      " |                  plotly.graph_objects.scatter3d.projection.X\n",
-      " |                  instance or dict with compatible properties\n",
+      " |                  :class:`plotly.graph_objects.scatter3d.projecti\n",
+      " |                  on.X` instance or dict with compatible\n",
+      " |                  properties\n",
       " |              y\n",
-      " |                  plotly.graph_objects.scatter3d.projection.Y\n",
-      " |                  instance or dict with compatible properties\n",
+      " |                  :class:`plotly.graph_objects.scatter3d.projecti\n",
+      " |                  on.Y` instance or dict with compatible\n",
+      " |                  properties\n",
       " |              z\n",
-      " |                  plotly.graph_objects.scatter3d.projection.Z\n",
-      " |                  instance or dict with compatible properties\n",
+      " |                  :class:`plotly.graph_objects.scatter3d.projecti\n",
+      " |                  on.Z` instance or dict with compatible\n",
+      " |                  properties\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -39280,7 +39408,7 @@
       " |  stream\n",
       " |      The 'stream' property is an instance of Stream\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.scatter3d.Stream\n",
+      " |        - An instance of :class:`plotly.graph_objs.scatter3d.Stream`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Stream constructor\n",
       " |      \n",
@@ -39293,8 +39421,8 @@
       " |                  points will be displayed on the plot.\n",
       " |              token\n",
       " |                  The stream id number links a data trace on a\n",
-      " |                  plot with a stream. See\n",
-      " |                  https://plot.ly/settings for more details.\n",
+      " |                  plot with a stream. See https://chart-\n",
+      " |                  studio.plotly.com/settings for more details.\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -39382,7 +39510,7 @@
       " |  textfont\n",
       " |      The 'textfont' property is an instance of Textfont\n",
       " |      that may be specified as:\n",
-      " |        - An instance of plotly.graph_objs.scatter3d.Textfont\n",
+      " |        - An instance of :class:`plotly.graph_objs.scatter3d.Textfont`\n",
       " |        - A dict of string/value properties that will be passed\n",
       " |          to the Textfont constructor\n",
       " |      \n",
@@ -39391,8 +39519,8 @@
       " |              color\n",
       " |      \n",
       " |              colorsrc\n",
-      " |                  Sets the source reference on plot.ly for  color\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  color .\n",
       " |              family\n",
       " |                  HTML font family - the typeface that will be\n",
       " |                  applied by the web browser. The web browser\n",
@@ -39401,19 +39529,20 @@
       " |                  Provide multiple font families, separated by\n",
       " |                  commas, to indicate the preference in which to\n",
       " |                  apply fonts if they aren't available on the\n",
-      " |                  system. The plotly service (at https://plot.ly\n",
-      " |                  or on-premise) generates images on a server,\n",
-      " |                  where only a select number of fonts are\n",
-      " |                  installed and supported. These include \"Arial\",\n",
-      " |                  \"Balto\", \"Courier New\", \"Droid Sans\",, \"Droid\n",
-      " |                  Serif\", \"Droid Sans Mono\", \"Gravitas One\", \"Old\n",
+      " |                  system. The Chart Studio Cloud (at\n",
+      " |                  https://chart-studio.plotly.com or on-premise)\n",
+      " |                  generates images on a server, where only a\n",
+      " |                  select number of fonts are installed and\n",
+      " |                  supported. These include \"Arial\", \"Balto\",\n",
+      " |                  \"Courier New\", \"Droid Sans\",, \"Droid Serif\",\n",
+      " |                  \"Droid Sans Mono\", \"Gravitas One\", \"Old\n",
       " |                  Standard TT\", \"Open Sans\", \"Overpass\", \"PT Sans\n",
       " |                  Narrow\", \"Raleway\", \"Times New Roman\".\n",
       " |              size\n",
       " |      \n",
       " |              sizesrc\n",
-      " |                  Sets the source reference on plot.ly for  size\n",
-      " |                  .\n",
+      " |                  Sets the source reference on Chart Studio Cloud\n",
+      " |                  for  size .\n",
       " |      \n",
       " |      Returns\n",
       " |      -------\n",
@@ -39435,7 +39564,8 @@
       " |      Any|numpy.ndarray\n",
       " |  \n",
       " |  textpositionsrc\n",
-      " |      Sets the source reference on plot.ly for  textposition .\n",
+      " |      Sets the source reference on Chart Studio Cloud for\n",
+      " |      textposition .\n",
       " |      \n",
       " |      The 'textpositionsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -39445,7 +39575,7 @@
       " |      str\n",
       " |  \n",
       " |  textsrc\n",
-      " |      Sets the source reference on plot.ly for  text .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  text .\n",
       " |      \n",
       " |      The 'textsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -39480,7 +39610,8 @@
       " |      str|numpy.ndarray\n",
       " |  \n",
       " |  texttemplatesrc\n",
-      " |      Sets the source reference on plot.ly for  texttemplate .\n",
+      " |      Sets the source reference on Chart Studio Cloud for\n",
+      " |      texttemplate .\n",
       " |      \n",
       " |      The 'texttemplatesrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -39564,7 +39695,7 @@
       " |      Any\n",
       " |  \n",
       " |  xsrc\n",
-      " |      Sets the source reference on plot.ly for  x .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  x .\n",
       " |      \n",
       " |      The 'xsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -39598,7 +39729,7 @@
       " |      Any\n",
       " |  \n",
       " |  ysrc\n",
-      " |      Sets the source reference on plot.ly for  y .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  y .\n",
       " |      \n",
       " |      The 'ysrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -39632,7 +39763,7 @@
       " |      Any\n",
       " |  \n",
       " |  zsrc\n",
-      " |      Sets the source reference on plot.ly for  z .\n",
+      " |      Sets the source reference on Chart Studio Cloud for  z .\n",
       " |      \n",
       " |      The 'zsrc' property must be specified as a string or\n",
       " |      as a plotly.grid_objs.Column object\n",
@@ -40133,7 +40264,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.8"
+   "version": "3.7.4"
   }
  },
  "nbformat": 4,
diff --git a/08. Introduction to Plotly Express.ipynb b/08. Introduction to Plotly Express.ipynb
index 8e55c5f..bda7f6e 100644
--- a/08. Introduction to Plotly Express.ipynb	
+++ b/08. Introduction to Plotly Express.ipynb	
@@ -18,7 +18,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -27,7 +27,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -41,7 +41,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -100,10 +100,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -182,16 +187,17 @@
       "            One of `'linear'` or `'spline'`.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    bar(data_frame=None, x=None, y=None, color=None, facet_row=None, facet_col=None, facet_col_wrap=0, hover_name=None, hover_data=None, custom_data=None, text=None, error_x=None, error_x_minus=None, error_y=None, error_y_minus=None, animation_frame=None, animation_group=None, category_orders={}, labels={}, color_discrete_sequence=None, color_discrete_map={}, color_continuous_scale=None, range_color=None, color_continuous_midpoint=None, opacity=None, orientation='v', barmode='relative', log_x=False, log_y=False, range_x=None, range_y=None, title=None, template=None, width=None, height=None)\n",
       "            In a bar plot, each row of `data_frame` is represented as a rectangular\n",
@@ -234,10 +240,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -340,16 +351,17 @@
       "            coordinates.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    bar_polar(data_frame=None, r=None, theta=None, color=None, hover_name=None, hover_data=None, custom_data=None, animation_frame=None, animation_group=None, category_orders={}, labels={}, color_discrete_sequence=None, color_discrete_map={}, color_continuous_scale=None, range_color=None, color_continuous_midpoint=None, barnorm=None, barmode='relative', direction='clockwise', start_angle=90, range_r=None, range_theta=None, log_r=False, title=None, template=None, width=None, height=None)\n",
       "            In a polar bar plot, each row of `data_frame` is represented as a wedge\n",
@@ -378,10 +390,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -464,16 +481,17 @@
       "            If `True`, the radial axis is log-scaled in polar coordinates.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    box(data_frame=None, x=None, y=None, color=None, facet_row=None, facet_col=None, facet_col_wrap=0, hover_name=None, hover_data=None, custom_data=None, animation_frame=None, animation_group=None, category_orders={}, labels={}, color_discrete_sequence=None, color_discrete_map={}, orientation='v', boxmode='group', log_x=False, log_y=False, range_x=None, range_y=None, points=None, notched=False, title=None, template=None, width=None, height=None)\n",
       "            In a box plot, rows of `data_frame` are grouped together into a\n",
@@ -521,10 +539,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -595,16 +618,17 @@
       "            If `True`, boxes are drawn with notches.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    choropleth(data_frame=None, lat=None, lon=None, locations=None, locationmode=None, geojson=None, featureidkey=None, color=None, hover_name=None, hover_data=None, custom_data=None, animation_frame=None, animation_group=None, category_orders={}, labels={}, color_discrete_sequence=None, color_discrete_map={}, color_continuous_scale=None, range_color=None, color_continuous_midpoint=None, projection=None, scope=None, center=None, title=None, template=None, width=None, height=None)\n",
       "            In a choropleth map, each row of `data_frame` is represented by a\n",
@@ -648,10 +672,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -723,16 +752,17 @@
       "            Dict keys are `'lat'` and `'lon'` Sets the center point of the map.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    choropleth_mapbox(data_frame=None, geojson=None, featureidkey=None, locations=None, color=None, hover_name=None, hover_data=None, custom_data=None, animation_frame=None, animation_group=None, category_orders={}, labels={}, color_discrete_sequence=None, color_discrete_map={}, color_continuous_scale=None, range_color=None, color_continuous_midpoint=None, opacity=None, zoom=8, center=None, mapbox_style=None, title=None, template=None, width=None, height=None)\n",
       "            In a Mapbox choropleth map, each row of `data_frame` is represented by a\n",
@@ -765,10 +795,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -841,16 +876,17 @@
       "            streets'`.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    density_contour(data_frame=None, x=None, y=None, z=None, color=None, facet_row=None, facet_col=None, facet_col_wrap=0, hover_name=None, hover_data=None, animation_frame=None, animation_group=None, category_orders={}, labels={}, color_discrete_sequence=None, color_discrete_map={}, marginal_x=None, marginal_y=None, trendline=None, trendline_color_override=None, log_x=False, log_y=False, range_x=None, range_y=None, histfunc=None, histnorm=None, nbinsx=None, nbinsy=None, title=None, template=None, width=None, height=None)\n",
       "            In a density contour plot, rows of `data_frame` are grouped together\n",
@@ -900,10 +936,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        animation_frame: str or int or Series or array-like\n",
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like are used to\n",
@@ -991,16 +1032,17 @@
       "            Positive integer. Sets the number of bins along the y axis.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    density_heatmap(data_frame=None, x=None, y=None, z=None, facet_row=None, facet_col=None, facet_col_wrap=0, hover_name=None, hover_data=None, animation_frame=None, animation_group=None, category_orders={}, labels={}, color_continuous_scale=None, range_color=None, color_continuous_midpoint=None, marginal_x=None, marginal_y=None, opacity=None, log_x=False, log_y=False, range_x=None, range_y=None, histfunc=None, histnorm=None, nbinsx=None, nbinsy=None, title=None, template=None, width=None, height=None)\n",
       "            In a density heatmap, rows of `data_frame` are grouped together into\n",
@@ -1046,10 +1088,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        animation_frame: str or int or Series or array-like\n",
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like are used to\n",
@@ -1132,16 +1179,17 @@
       "            Positive integer. Sets the number of bins along the y axis.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    density_mapbox(data_frame=None, lat=None, lon=None, z=None, hover_name=None, hover_data=None, custom_data=None, animation_frame=None, animation_group=None, category_orders={}, labels={}, color_continuous_scale=None, range_color=None, color_continuous_midpoint=None, opacity=None, zoom=8, center=None, mapbox_style=None, radius=None, title=None, template=None, width=None, height=None)\n",
       "            In a Mapbox density map, each row of `data_frame` contributes to the intensity of\n",
@@ -1172,10 +1220,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -1237,16 +1290,17 @@
       "            Sets the radius of influence of each point.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    funnel(data_frame=None, x=None, y=None, color=None, facet_row=None, facet_col=None, facet_col_wrap=0, hover_name=None, hover_data=None, custom_data=None, text=None, animation_frame=None, animation_group=None, category_orders={}, labels={}, color_discrete_sequence=None, color_discrete_map={}, opacity=None, orientation='h', log_x=False, log_y=False, range_x=None, range_y=None, title=None, template=None, width=None, height=None)\n",
       "            In a funnel plot, each row of `data_frame` is represented as a\n",
@@ -1289,10 +1343,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -1354,16 +1413,17 @@
       "            coordinates.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    funnel_area(data_frame=None, names=None, values=None, color=None, color_discrete_sequence=None, color_discrete_map={}, hover_name=None, hover_data=None, custom_data=None, labels={}, title=None, template=None, width=None, height=None, opacity=None)\n",
       "            In a funnel area plot, each row of `data_frame` is represented as a\n",
@@ -1405,10 +1465,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -1421,18 +1486,19 @@
       "            should correspond to the desired label to be displayed.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        opacity: float\n",
       "            Value between 0 and 1. Sets the opacity for markers.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    get_trendline_results(fig)\n",
       "        Extracts fit statistics for trendlines (when applied to figures generated with\n",
@@ -1488,10 +1554,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        animation_frame: str or int or Series or array-like\n",
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like are used to\n",
@@ -1580,24 +1651,25 @@
       "            Positive integer. Sets the number of bins.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
-      "    imshow(img, zmin=None, zmax=None, origin=None, color_continuous_scale=None, color_continuous_midpoint=None, range_color=None, title=None, template=None, width=None, height=None)\n",
+      "    imshow(img, zmin=None, zmax=None, origin=None, labels={}, x=None, y=None, color_continuous_scale=None, color_continuous_midpoint=None, range_color=None, title=None, template=None, width=None, height=None, aspect=None)\n",
       "        Display an image, i.e. data on a 2D regular raster.\n",
       "        \n",
       "        Parameters\n",
       "        ----------\n",
       "        \n",
-      "        img: array-like image\n",
+      "        img: array-like image, or xarray\n",
       "            The image data. Supported array shapes are\n",
       "        \n",
       "            - (M, N): an image with scalar data. The data is visualized\n",
@@ -1612,11 +1684,24 @@
       "            a multichannel image of floats, the max of the image is computed and zmax is the\n",
       "            smallest power of 256 (1, 255, 65535) greater than this max value,\n",
       "            with a 5% tolerance. For a single-channel image, the max of the image is used.\n",
+      "            Overridden by range_color.\n",
       "        \n",
       "        origin : str, 'upper' or 'lower' (default 'upper')\n",
       "            position of the [0, 0] pixel of the image array, in the upper left or lower left\n",
       "            corner. The convention 'upper' is typically used for matrices and images.\n",
       "        \n",
+      "        labels : dict with str keys and str values (default `{}`)\n",
+      "            Sets names used in the figure for axis titles (keys ``x`` and ``y``),\n",
+      "            colorbar title and hoverlabel (key ``color``). The values should correspond\n",
+      "            to the desired label to be displayed. If ``img`` is an xarray, dimension\n",
+      "            names are used for axis titles, and long name for the colorbar title\n",
+      "            (unless overridden in ``labels``). Possible keys are: x, y, and color.\n",
+      "        \n",
+      "        x, y: list-like, optional\n",
+      "            x and y are used to label the axes of single-channel heatmap visualizations and\n",
+      "            their lengths must match the lengths of the second and first dimensions of the\n",
+      "            img argument. They are auto-populated if the input is an xarray.\n",
+      "        \n",
       "        color_continuous_scale : str or list of str\n",
       "            colormap used to map scalar data to colors (for a 2D image). This parameter is\n",
       "            not used for RGB or RGBA images. If a string is provided, it should be the name\n",
@@ -1625,7 +1710,7 @@
       "        \n",
       "        color_continuous_midpoint : number\n",
       "            If set, computes the bounds of the continuous color scale to have the desired\n",
-      "            midpoint.\n",
+      "            midpoint. Overridden by range_color or zmin and zmax.\n",
       "        \n",
       "        range_color : list of two numbers\n",
       "            If provided, overrides auto-scaling on the continuous color scale, including\n",
@@ -1642,7 +1727,15 @@
       "            The figure width in pixels.\n",
       "        \n",
       "        height: number\n",
-      "            The figure height in pixels, defaults to 600.\n",
+      "            The figure height in pixels.\n",
+      "        \n",
+      "        aspect: 'equal', 'auto', or None\n",
+      "          - 'equal': Ensures an aspect ratio of 1 or pixels (square pixels)\n",
+      "          - 'auto': The axes is kept fixed and the aspect ratio of pixels is\n",
+      "            adjusted so that the data fit in the axes. In general, this will\n",
+      "            result in non-square pixels.\n",
+      "          - if None, 'equal' is used for numpy arrays and 'auto' for xarrays\n",
+      "            (which have typically heterogeneous coordinates)\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
@@ -1659,6 +1752,9 @@
       "        \n",
       "        In order to update and customize the returned figure, use\n",
       "        `go.Figure.update_traces` or `go.Figure.update_layout`.\n",
+      "        \n",
+      "        If an xarray is passed, dimensions names and coordinates are used for\n",
+      "        axes labels and ticks.\n",
       "    \n",
       "    line(data_frame=None, x=None, y=None, line_group=None, color=None, line_dash=None, hover_name=None, hover_data=None, custom_data=None, text=None, facet_row=None, facet_col=None, facet_col_wrap=0, error_x=None, error_x_minus=None, error_y=None, error_y_minus=None, animation_frame=None, animation_group=None, category_orders={}, labels={}, color_discrete_sequence=None, color_discrete_map={}, line_dash_sequence=None, line_dash_map={}, log_x=False, log_y=False, range_x=None, range_y=None, line_shape=None, render_mode='auto', title=None, template=None, width=None, height=None)\n",
       "            In a 2D line plot, each row of `data_frame` is represented as vertex of\n",
@@ -1697,10 +1793,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -1812,16 +1913,17 @@
       "            choose the mode.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    line_3d(data_frame=None, x=None, y=None, z=None, color=None, line_dash=None, text=None, line_group=None, hover_name=None, hover_data=None, custom_data=None, error_x=None, error_x_minus=None, error_y=None, error_y_minus=None, error_z=None, error_z_minus=None, animation_frame=None, animation_group=None, category_orders={}, labels={}, color_discrete_sequence=None, color_discrete_map={}, line_dash_sequence=None, line_dash_map={}, log_x=False, log_y=False, log_z=False, range_x=None, range_y=None, range_z=None, title=None, template=None, width=None, height=None)\n",
       "            In a 3D line plot, each row of `data_frame` is represented as vertex of\n",
@@ -1870,10 +1972,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -1976,16 +2083,17 @@
       "            coordinates.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    line_geo(data_frame=None, lat=None, lon=None, locations=None, locationmode=None, color=None, line_dash=None, text=None, hover_name=None, hover_data=None, custom_data=None, line_group=None, animation_frame=None, animation_group=None, category_orders={}, labels={}, color_discrete_sequence=None, color_discrete_map={}, line_dash_sequence=None, line_dash_map={}, projection=None, scope=None, center=None, title=None, template=None, width=None, height=None)\n",
       "            In a geographic line plot, each row of `data_frame` is represented as\n",
@@ -2030,10 +2138,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -2106,16 +2219,17 @@
       "            Dict keys are `'lat'` and `'lon'` Sets the center point of the map.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    line_mapbox(data_frame=None, lat=None, lon=None, color=None, text=None, hover_name=None, hover_data=None, custom_data=None, line_group=None, animation_frame=None, animation_group=None, category_orders={}, labels={}, color_discrete_sequence=None, color_discrete_map={}, zoom=8, center=None, mapbox_style=None, title=None, template=None, width=None, height=None)\n",
       "            In a Mapbox line plot, each row of `data_frame` is represented as\n",
@@ -2148,10 +2262,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -2212,16 +2331,17 @@
       "            streets'`.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    line_polar(data_frame=None, r=None, theta=None, color=None, line_dash=None, hover_name=None, hover_data=None, custom_data=None, line_group=None, text=None, animation_frame=None, animation_group=None, category_orders={}, labels={}, color_discrete_sequence=None, color_discrete_map={}, line_dash_sequence=None, line_dash_map={}, direction='clockwise', start_angle=90, line_close=False, line_shape=None, render_mode='auto', range_r=None, range_theta=None, log_r=False, title=None, template=None, width=None, height=None)\n",
       "            In a polar line plot, each row of `data_frame` is represented as vertex\n",
@@ -2254,10 +2374,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -2347,16 +2472,17 @@
       "            If `True`, the radial axis is log-scaled in polar coordinates.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    line_ternary(data_frame=None, a=None, b=None, c=None, color=None, line_dash=None, line_group=None, hover_name=None, hover_data=None, custom_data=None, text=None, animation_frame=None, animation_group=None, category_orders={}, labels={}, color_discrete_sequence=None, color_discrete_map={}, line_dash_sequence=None, line_dash_map={}, line_shape=None, title=None, template=None, width=None, height=None)\n",
       "            In a ternary line plot, each row of `data_frame` is represented as\n",
@@ -2397,10 +2523,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -2461,16 +2592,17 @@
       "            One of `'linear'` or `'spline'`.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    parallel_categories(data_frame=None, dimensions=None, color=None, labels={}, color_continuous_scale=None, range_color=None, color_continuous_midpoint=None, title=None, template=None, width=None, height=None, dimensions_max_cardinality=50)\n",
       "            In a parallel categories (or parallel sets) plot, each row of\n",
@@ -2514,11 +2646,12 @@
       "            `color_continuous_scale`.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        dimensions_max_cardinality: int (default 50)\n",
       "            When `dimensions` is `None` and `data_frame` is provided, columns with\n",
@@ -2527,7 +2660,7 @@
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    parallel_coordinates(data_frame=None, dimensions=None, color=None, labels={}, color_continuous_scale=None, range_color=None, color_continuous_midpoint=None, title=None, template=None, width=None, height=None)\n",
       "            In a parallel coordinates plot, each row of `data_frame` is represented\n",
@@ -2570,16 +2703,17 @@
       "            `color_continuous_scale`.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    pie(data_frame=None, names=None, values=None, color=None, color_discrete_sequence=None, color_discrete_map={}, hover_name=None, hover_data=None, custom_data=None, labels={}, title=None, template=None, width=None, height=None, opacity=None, hole=None)\n",
       "            In a pie plot, each row of `data_frame` is represented as a sector of a\n",
@@ -2621,10 +2755,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -2637,11 +2776,12 @@
       "            should correspond to the desired label to be displayed.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        opacity: float\n",
       "            Value between 0 and 1. Sets the opacity for markers.\n",
@@ -2650,7 +2790,7 @@
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    scatter(data_frame=None, x=None, y=None, color=None, symbol=None, size=None, hover_name=None, hover_data=None, custom_data=None, text=None, facet_row=None, facet_col=None, facet_col_wrap=0, error_x=None, error_x_minus=None, error_y=None, error_y_minus=None, animation_frame=None, animation_group=None, category_orders={}, labels={}, color_discrete_sequence=None, color_discrete_map={}, color_continuous_scale=None, range_color=None, color_continuous_midpoint=None, symbol_sequence=None, symbol_map={}, opacity=None, size_max=None, marginal_x=None, marginal_y=None, trendline=None, trendline_color_override=None, log_x=False, log_y=False, range_x=None, range_y=None, render_mode='auto', title=None, template=None, width=None, height=None)\n",
       "            In a scatter plot, each row of `data_frame` is represented by a symbol\n",
@@ -2689,10 +2829,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -2835,16 +2980,17 @@
       "            choose the mode.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    scatter_3d(data_frame=None, x=None, y=None, z=None, color=None, symbol=None, size=None, text=None, hover_name=None, hover_data=None, custom_data=None, error_x=None, error_x_minus=None, error_y=None, error_y_minus=None, error_z=None, error_z_minus=None, animation_frame=None, animation_group=None, category_orders={}, labels={}, size_max=None, color_discrete_sequence=None, color_discrete_map={}, color_continuous_scale=None, range_color=None, color_continuous_midpoint=None, symbol_sequence=None, symbol_map={}, opacity=None, log_x=False, log_y=False, log_z=False, range_x=None, range_y=None, range_z=None, title=None, template=None, width=None, height=None)\n",
       "            In a 3D scatter plot, each row of `data_frame` is represented by a\n",
@@ -2893,10 +3039,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -3016,16 +3167,17 @@
       "            coordinates.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    scatter_geo(data_frame=None, lat=None, lon=None, locations=None, locationmode=None, color=None, text=None, hover_name=None, hover_data=None, custom_data=None, size=None, animation_frame=None, animation_group=None, category_orders={}, labels={}, color_discrete_sequence=None, color_discrete_map={}, color_continuous_scale=None, range_color=None, color_continuous_midpoint=None, opacity=None, size_max=None, projection=None, scope=None, center=None, title=None, template=None, width=None, height=None)\n",
       "            In a geographic scatter plot, each row of `data_frame` is represented\n",
@@ -3066,10 +3218,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -3149,16 +3306,17 @@
       "            Dict keys are `'lat'` and `'lon'` Sets the center point of the map.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    scatter_mapbox(data_frame=None, lat=None, lon=None, color=None, text=None, hover_name=None, hover_data=None, custom_data=None, size=None, animation_frame=None, animation_group=None, category_orders={}, labels={}, color_discrete_sequence=None, color_discrete_map={}, color_continuous_scale=None, range_color=None, color_continuous_midpoint=None, opacity=None, size_max=None, zoom=8, center=None, mapbox_style=None, title=None, template=None, width=None, height=None)\n",
       "            In a Mapbox scatter plot, each row of `data_frame` is represented by a\n",
@@ -3191,10 +3349,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -3273,16 +3436,17 @@
       "            streets'`.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    scatter_matrix(data_frame=None, dimensions=None, color=None, symbol=None, size=None, hover_name=None, hover_data=None, custom_data=None, category_orders={}, labels={}, color_discrete_sequence=None, color_discrete_map={}, color_continuous_scale=None, range_color=None, color_continuous_midpoint=None, symbol_sequence=None, symbol_map={}, opacity=None, size_max=None, title=None, template=None, width=None, height=None)\n",
       "            In a scatter plot matrix (or SPLOM), each row of `data_frame` is\n",
@@ -3317,10 +3481,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -3382,16 +3551,17 @@
       "            Set the maximum mark size when using `size`.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    scatter_polar(data_frame=None, r=None, theta=None, color=None, symbol=None, size=None, hover_name=None, hover_data=None, custom_data=None, text=None, animation_frame=None, animation_group=None, category_orders={}, labels={}, color_discrete_sequence=None, color_discrete_map={}, color_continuous_scale=None, range_color=None, color_continuous_midpoint=None, symbol_sequence=None, symbol_map={}, opacity=None, direction='clockwise', start_angle=90, size_max=None, range_r=None, range_theta=None, log_r=False, render_mode='auto', title=None, template=None, width=None, height=None)\n",
       "            In a polar scatter plot, each row of `data_frame` is represented by a\n",
@@ -3428,10 +3598,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -3529,16 +3704,17 @@
       "            choose the mode.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    scatter_ternary(data_frame=None, a=None, b=None, c=None, color=None, symbol=None, size=None, text=None, hover_name=None, hover_data=None, custom_data=None, animation_frame=None, animation_group=None, category_orders={}, labels={}, color_discrete_sequence=None, color_discrete_map={}, color_continuous_scale=None, range_color=None, color_continuous_midpoint=None, symbol_sequence=None, symbol_map={}, opacity=None, size_max=None, title=None, template=None, width=None, height=None)\n",
       "            In a ternary scatter plot, each row of `data_frame` is represented by a\n",
@@ -3583,10 +3759,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -3658,16 +3839,17 @@
       "            Set the maximum mark size when using `size`.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    set_mapbox_access_token(token)\n",
       "        Arguments:\n",
@@ -3714,10 +3896,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -3777,16 +3964,17 @@
       "            coordinates.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    sunburst(data_frame=None, names=None, values=None, parents=None, path=None, ids=None, color=None, color_continuous_scale=None, range_color=None, color_continuous_midpoint=None, color_discrete_sequence=None, color_discrete_map={}, hover_name=None, hover_data=None, custom_data=None, labels={}, title=None, template=None, width=None, height=None, branchvalues=None, maxdepth=None)\n",
       "            A sunburst plot represents hierarchial data as sectors laid out over\n",
@@ -3855,10 +4043,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -3871,11 +4064,12 @@
       "            should correspond to the desired label to be displayed.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        branchvalues: str\n",
       "            'total' or 'remainder' Determines how the items in `values` are summed.\n",
@@ -3889,7 +4083,7 @@
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    treemap(data_frame=None, names=None, values=None, parents=None, ids=None, path=None, color=None, color_continuous_scale=None, range_color=None, color_continuous_midpoint=None, color_discrete_sequence=None, color_discrete_map={}, hover_name=None, hover_data=None, custom_data=None, labels={}, title=None, template=None, width=None, height=None, branchvalues=None, maxdepth=None)\n",
       "            A treemap plot represents hierarchial data as nested rectangular\n",
@@ -3958,10 +4152,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -3974,11 +4173,12 @@
       "            should correspond to the desired label to be displayed.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        branchvalues: str\n",
       "            'total' or 'remainder' Determines how the items in `values` are summed.\n",
@@ -3992,7 +4192,7 @@
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "    \n",
       "    violin(data_frame=None, x=None, y=None, color=None, facet_row=None, facet_col=None, facet_col_wrap=0, hover_name=None, hover_data=None, custom_data=None, animation_frame=None, animation_group=None, category_orders={}, labels={}, color_discrete_sequence=None, color_discrete_map={}, orientation='v', violinmode='group', log_x=False, log_y=False, range_x=None, range_y=None, points=None, box=False, title=None, template=None, width=None, height=None)\n",
       "            In a violin plot, rows of `data_frame` are grouped together into a\n",
@@ -4035,10 +4235,15 @@
       "            Either a name of a column in `data_frame`, or a pandas Series or\n",
       "            array_like object. Values from this column or array_like appear in bold\n",
       "            in the hover tooltip.\n",
-      "        hover_data: list of str or int, or Series or array-like\n",
-      "            Either names of columns in `data_frame`, or pandas Series, or\n",
-      "            array_like objects Values from these columns appear as extra data in\n",
-      "            the hover tooltip.\n",
+      "        hover_data: list of str or int, or Series or array-like, or dict\n",
+      "            Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "            array_like objects or a dict with column names as keys, with values\n",
+      "            True (for default formatting) False (in order to remove this column\n",
+      "            from hover information), or a formatting string, for example ':.3f' or\n",
+      "            '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "            bool or formatting string as first element, and list-like data to\n",
+      "            appear in hover as second element Values from these columns appear as\n",
+      "            extra data in the hover tooltip.\n",
       "        custom_data: list of str or int, or Series or array-like\n",
       "            Either names of columns in `data_frame`, or pandas Series, or\n",
       "            array_like objects Values from these columns are extra data, to be used\n",
@@ -4109,22 +4314,23 @@
       "            If `True`, boxes are drawn inside the violins.\n",
       "        title: str\n",
       "            The figure title.\n",
-      "        template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "            The figure template name or definition.\n",
+      "        template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "            The figure template name (must be a key in plotly.io.templates) or\n",
+      "            definition.\n",
       "        width: int (default `None`)\n",
       "            The figure width in pixels.\n",
-      "        height: int (default `600`)\n",
+      "        height: int (default `None`)\n",
       "            The figure height in pixels.\n",
       "        \n",
       "        Returns\n",
       "        -------\n",
-      "            A `Figure` object.\n",
+      "            plotly.graph_objects.Figure\n",
       "\n",
       "DATA\n",
       "    __all__ = ['scatter', 'scatter_3d', 'scatter_polar', 'scatter_ternary'...\n",
       "\n",
       "FILE\n",
-      "    c:\\users\\roshan\\appdata\\local\\programs\\python\\python36\\lib\\site-packages\\plotly\\express\\__init__.py\n",
+      "    /opt/anaconda3/lib/python3.7/site-packages/plotly/express/__init__.py\n",
       "\n",
       "\n"
      ]
@@ -4144,7 +4350,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
@@ -4190,10 +4396,15 @@
       "        Either a name of a column in `data_frame`, or a pandas Series or\n",
       "        array_like object. Values from this column or array_like appear in bold\n",
       "        in the hover tooltip.\n",
-      "    hover_data: list of str or int, or Series or array-like\n",
-      "        Either names of columns in `data_frame`, or pandas Series, or\n",
-      "        array_like objects Values from these columns appear as extra data in\n",
-      "        the hover tooltip.\n",
+      "    hover_data: list of str or int, or Series or array-like, or dict\n",
+      "        Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "        array_like objects or a dict with column names as keys, with values\n",
+      "        True (for default formatting) False (in order to remove this column\n",
+      "        from hover information), or a formatting string, for example ':.3f' or\n",
+      "        '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "        bool or formatting string as first element, and list-like data to\n",
+      "        appear in hover as second element Values from these columns appear as\n",
+      "        extra data in the hover tooltip.\n",
       "    custom_data: list of str or int, or Series or array-like\n",
       "        Either names of columns in `data_frame`, or pandas Series, or\n",
       "        array_like objects Values from these columns are extra data, to be used\n",
@@ -4336,16 +4547,17 @@
       "        choose the mode.\n",
       "    title: str\n",
       "        The figure title.\n",
-      "    template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "        The figure template name or definition.\n",
+      "    template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "        The figure template name (must be a key in plotly.io.templates) or\n",
+      "        definition.\n",
       "    width: int (default `None`)\n",
       "        The figure width in pixels.\n",
-      "    height: int (default `600`)\n",
+      "    height: int (default `None`)\n",
       "        The figure height in pixels.\n",
       "    \n",
       "    Returns\n",
       "    -------\n",
-      "        A `Figure` object.\n",
+      "        plotly.graph_objects.Figure\n",
       "\n"
      ]
     }
@@ -4357,7 +4569,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
@@ -4370,12 +4582,66 @@
        "        require.undef(\"plotly\");\n",
        "        define('plotly', function(require, exports, module) {\n",
        "            /**\n",
-       "* plotly.js v1.52.1\n",
+       "* plotly.js v1.54.1\n",
        "* Copyright 2012-2020, Plotly, Inc.\n",
        "* All rights reserved.\n",
        "* Licensed under the MIT license\n",
        "*/\n",
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0!==t.negative&&0===this.negative?(t.negative=0,e=this.sub(t),t.negative^=1,e):0===t.negative&&0!==this.negative?(this.negative=0,e=t.sub(this),this.negative=1,e):this.length>t.length?this.clone().iadd(t):t.clone().iadd(this)},i.prototype.isub=function(t){if(0!==t.negative){t.negative=0;var e=this.iadd(t);return t.negative=1,e._normSign()}if(0!==this.negative)return this.negative=0,this.iadd(t),this.negative=1,this._normSign();var r,n,a=this.cmp(t);if(0===a)return this.negative=0,this.length=1,this.words[0]=0,this;a>0?(r=this,n=t):(r=t,n=this);for(var i=0,o=0;o<n.length;o++)i=(e=(0|r.words[o])-(0|n.words[o])+i)>>26,this.words[o]=67108863&e;for(;0!==i&&o<r.length;o++)i=(e=(0|r.words[o])+i)>>26,this.words[o]=67108863&e;if(0===i&&o<r.length&&r!==this)for(;o<r.length;o++)this.words[o]=r.words[o];return this.length=Math.max(this.length,o),r!==this&&(this.negative=1),this.strip()},i.prototype.sub=function(t){return this.clone().isub(t)};var p=function(t,e,r){var n,a,i,o=t.words,s=e.words,l=r.words,c=0,u=0|o[0],h=8191&u,f=u>>>13,p=0|o[1],d=8191&p,g=p>>>13,v=0|o[2],m=8191&v,y=v>>>13,x=0|o[3],b=8191&x,_=x>>>13,w=0|o[4],k=8191&w,T=w>>>13,M=0|o[5],A=8191&M,S=M>>>13,E=0|o[6],L=8191&E,C=E>>>13,P=0|o[7],O=8191&P,z=P>>>13,I=0|o[8],D=8191&I,R=I>>>13,F=0|o[9],B=8191&F,N=F>>>13,j=0|s[0],V=8191&j,U=j>>>13,q=0|s[1],H=8191&q,G=q>>>13,Y=0|s[2],W=8191&Y,X=Y>>>13,Z=0|s[3],J=8191&Z,K=Z>>>13,Q=0|s[4],$=8191&Q,tt=Q>>>13,et=0|s[5],rt=8191&et,nt=et>>>13,at=0|s[6],it=8191&at,ot=at>>>13,st=0|s[7],lt=8191&st,ct=st>>>13,ut=0|s[8],ht=8191&ut,ft=ut>>>13,pt=0|s[9],dt=8191&pt,gt=pt>>>13;r.negative=t.negative^e.negative,r.length=19;var vt=(c+(n=Math.imul(h,V))|0)+((8191&(a=(a=Math.imul(h,U))+Math.imul(f,V)|0))<<13)|0;c=((i=Math.imul(f,U))+(a>>>13)|0)+(vt>>>26)|0,vt&=67108863,n=Math.imul(d,V),a=(a=Math.imul(d,U))+Math.imul(g,V)|0,i=Math.imul(g,U);var mt=(c+(n=n+Math.imul(h,H)|0)|0)+((8191&(a=(a=a+Math.imul(h,G)|0)+Math.imul(f,H)|0))<<13)|0;c=((i=i+Math.imul(f,G)|0)+(a>>>13)|0)+(mt>>>26)|0,mt&=67108863,n=Math.imul(m,V),a=(a=Math.imul(m,U))+Math.imul(y,V)|0,i=Math.imul(y,U),n=n+Math.imul(d,H)|0,a=(a=a+Math.imul(d,G)|0)+Math.imul(g,H)|0,i=i+Math.imul(g,G)|0;var yt=(c+(n=n+Math.imul(h,W)|0)|0)+((8191&(a=(a=a+Math.imul(h,X)|0)+Math.imul(f,W)|0))<<13)|0;c=((i=i+Math.imul(f,X)|0)+(a>>>13)|0)+(yt>>>26)|0,yt&=67108863,n=Math.imul(b,V),a=(a=Math.imul(b,U))+Math.imul(_,V)|0,i=Math.imul(_,U),n=n+Math.imul(m,H)|0,a=(a=a+Math.imul(m,G)|0)+Math.imul(y,H)|0,i=i+Math.imul(y,G)|0,n=n+Math.imul(d,W)|0,a=(a=a+Math.imul(d,X)|0)+Math.imul(g,W)|0,i=i+Math.imul(g,X)|0;var xt=(c+(n=n+Math.imul(h,J)|0)|0)+((8191&(a=(a=a+Math.imul(h,K)|0)+Math.imul(f,J)|0))<<13)|0;c=((i=i+Math.imul(f,K)|0)+(a>>>13)|0)+(xt>>>26)|0,xt&=67108863,n=Math.imul(k,V),a=(a=Math.imul(k,U))+Math.imul(T,V)|0,i=Math.imul(T,U),n=n+Math.imul(b,H)|0,a=(a=a+Math.imul(b,G)|0)+Math.imul(_,H)|0,i=i+Math.imul(_,G)|0,n=n+Math.imul(m,W)|0,a=(a=a+Math.imul(m,X)|0)+Math.imul(y,W)|0,i=i+Math.imul(y,X)|0,n=n+Math.imul(d,J)|0,a=(a=a+Math.imul(d,K)|0)+Math.imul(g,J)|0,i=i+Math.imul(g,K)|0;var bt=(c+(n=n+Math.imul(h,$)|0)|0)+((8191&(a=(a=a+Math.imul(h,tt)|0)+Math.imul(f,$)|0))<<13)|0;c=((i=i+Math.imul(f,tt)|0)+(a>>>13)|0)+(bt>>>26)|0,bt&=67108863,n=Math.imul(A,V),a=(a=Math.imul(A,U))+Math.imul(S,V)|0,i=Math.imul(S,U),n=n+Math.imul(k,H)|0,a=(a=a+Math.imul(k,G)|0)+Math.imul(T,H)|0,i=i+Math.imul(T,G)|0,n=n+Math.imul(b,W)|0,a=(a=a+Math.imul(b,X)|0)+Math.imul(_,W)|0,i=i+Math.imul(_,X)|0,n=n+Math.imul(m,J)|0,a=(a=a+Math.imul(m,K)|0)+Math.imul(y,J)|0,i=i+Math.imul(y,K)|0,n=n+Math.imul(d,$)|0,a=(a=a+Math.imul(d,tt)|0)+Math.imul(g,$)|0,i=i+Math.imul(g,tt)|0;var _t=(c+(n=n+Math.imul(h,rt)|0)|0)+((8191&(a=(a=a+Math.imul(h,nt)|0)+Math.imul(f,rt)|0))<<13)|0;c=((i=i+Math.imul(f,nt)|0)+(a>>>13)|0)+(_t>>>26)|0,_t&=67108863,n=Math.imul(L,V),a=(a=Math.imul(L,U))+Math.imul(C,V)|0,i=Math.imul(C,U),n=n+Math.imul(A,H)|0,a=(a=a+Math.imul(A,G)|0)+Math.imul(S,H)|0,i=i+Math.imul(S,G)|0,n=n+Math.imul(k,W)|0,a=(a=a+Math.imul(k,X)|0)+Math.imul(T,W)|0,i=i+Math.imul(T,X)|0,n=n+Math.imul(b,J)|0,a=(a=a+Math.imul(b,K)|0)+Math.imul(_,J)|0,i=i+Math.imul(_,K)|0,n=n+Math.imul(m,$)|0,a=(a=a+Math.imul(m,tt)|0)+Math.imul(y,$)|0,i=i+Math.imul(y,tt)|0,n=n+Math.imul(d,rt)|0,a=(a=a+Math.imul(d,nt)|0)+Math.imul(g,rt)|0,i=i+Math.imul(g,nt)|0;var wt=(c+(n=n+Math.imul(h,it)|0)|0)+((8191&(a=(a=a+Math.imul(h,ot)|0)+Math.imul(f,it)|0))<<13)|0;c=((i=i+Math.imul(f,ot)|0)+(a>>>13)|0)+(wt>>>26)|0,wt&=67108863,n=Math.imul(O,V),a=(a=Math.imul(O,U))+Math.imul(z,V)|0,i=Math.imul(z,U),n=n+Math.imul(L,H)|0,a=(a=a+Math.imul(L,G)|0)+Math.imul(C,H)|0,i=i+Math.imul(C,G)|0,n=n+Math.imul(A,W)|0,a=(a=a+Math.imul(A,X)|0)+Math.imul(S,W)|0,i=i+Math.imul(S,X)|0,n=n+Math.imul(k,J)|0,a=(a=a+Math.imul(k,K)|0)+Math.imul(T,J)|0,i=i+Math.imul(T,K)|0,n=n+Math.imul(b,$)|0,a=(a=a+Math.imul(b,tt)|0)+Math.imul(_,$)|0,i=i+Math.imul(_,tt)|0,n=n+Math.imul(m,rt)|0,a=(a=a+Math.imul(m,nt)|0)+Math.imul(y,rt)|0,i=i+Math.imul(y,nt)|0,n=n+Math.imul(d,it)|0,a=(a=a+Math.imul(d,ot)|0)+Math.imul(g,it)|0,i=i+Math.imul(g,ot)|0;var kt=(c+(n=n+Math.imul(h,lt)|0)|0)+((8191&(a=(a=a+Math.imul(h,ct)|0)+Math.imul(f,lt)|0))<<13)|0;c=((i=i+Math.imul(f,ct)|0)+(a>>>13)|0)+(kt>>>26)|0,kt&=67108863,n=Math.imul(D,V),a=(a=Math.imul(D,U))+Math.imul(R,V)|0,i=Math.imul(R,U),n=n+Math.imul(O,H)|0,a=(a=a+Math.imul(O,G)|0)+Math.imul(z,H)|0,i=i+Math.imul(z,G)|0,n=n+Math.imul(L,W)|0,a=(a=a+Math.imul(L,X)|0)+Math.imul(C,W)|0,i=i+Math.imul(C,X)|0,n=n+Math.imul(A,J)|0,a=(a=a+Math.imul(A,K)|0)+Math.imul(S,J)|0,i=i+Math.imul(S,K)|0,n=n+Math.imul(k,$)|0,a=(a=a+Math.imul(k,tt)|0)+Math.imul(T,$)|0,i=i+Math.imul(T,tt)|0,n=n+Math.imul(b,rt)|0,a=(a=a+Math.imul(b,nt)|0)+Math.imul(_,rt)|0,i=i+Math.imul(_,nt)|0,n=n+Math.imul(m,it)|0,a=(a=a+Math.imul(m,ot)|0)+Math.imul(y,it)|0,i=i+Math.imul(y,ot)|0,n=n+Math.imul(d,lt)|0,a=(a=a+Math.imul(d,ct)|0)+Math.imul(g,lt)|0,i=i+Math.imul(g,ct)|0;var Tt=(c+(n=n+Math.imul(h,ht)|0)|0)+((8191&(a=(a=a+Math.imul(h,ft)|0)+Math.imul(f,ht)|0))<<13)|0;c=((i=i+Math.imul(f,ft)|0)+(a>>>13)|0)+(Tt>>>26)|0,Tt&=67108863,n=Math.imul(B,V),a=(a=Math.imul(B,U))+Math.imul(N,V)|0,i=Math.imul(N,U),n=n+Math.imul(D,H)|0,a=(a=a+Math.imul(D,G)|0)+Math.imul(R,H)|0,i=i+Math.imul(R,G)|0,n=n+Math.imul(O,W)|0,a=(a=a+Math.imul(O,X)|0)+Math.imul(z,W)|0,i=i+Math.imul(z,X)|0,n=n+Math.imul(L,J)|0,a=(a=a+Math.imul(L,K)|0)+Math.imul(C,J)|0,i=i+Math.imul(C,K)|0,n=n+Math.imul(A,$)|0,a=(a=a+Math.imul(A,tt)|0)+Math.imul(S,$)|0,i=i+Math.imul(S,tt)|0,n=n+Math.imul(k,rt)|0,a=(a=a+Math.imul(k,nt)|0)+Math.imul(T,rt)|0,i=i+Math.imul(T,nt)|0,n=n+Math.imul(b,it)|0,a=(a=a+Math.imul(b,ot)|0)+Math.imul(_,it)|0,i=i+Math.imul(_,ot)|0,n=n+Math.imul(m,lt)|0,a=(a=a+Math.imul(m,ct)|0)+Math.imul(y,lt)|0,i=i+Math.imul(y,ct)|0,n=n+Math.imul(d,ht)|0,a=(a=a+Math.imul(d,ft)|0)+Math.imul(g,ht)|0,i=i+Math.imul(g,ft)|0;var Mt=(c+(n=n+Math.imul(h,dt)|0)|0)+((8191&(a=(a=a+Math.imul(h,gt)|0)+Math.imul(f,dt)|0))<<13)|0;c=((i=i+Math.imul(f,gt)|0)+(a>>>13)|0)+(Mt>>>26)|0,Mt&=67108863,n=Math.imul(B,H),a=(a=Math.imul(B,G))+Math.imul(N,H)|0,i=Math.imul(N,G),n=n+Math.imul(D,W)|0,a=(a=a+Math.imul(D,X)|0)+Math.imul(R,W)|0,i=i+Math.imul(R,X)|0,n=n+Math.imul(O,J)|0,a=(a=a+Math.imul(O,K)|0)+Math.imul(z,J)|0,i=i+Math.imul(z,K)|0,n=n+Math.imul(L,$)|0,a=(a=a+Math.imul(L,tt)|0)+Math.imul(C,$)|0,i=i+Math.imul(C,tt)|0,n=n+Math.imul(A,rt)|0,a=(a=a+Math.imul(A,nt)|0)+Math.imul(S,rt)|0,i=i+Math.imul(S,nt)|0,n=n+Math.imul(k,it)|0,a=(a=a+Math.imul(k,ot)|0)+Math.imul(T,it)|0,i=i+Math.imul(T,ot)|0,n=n+Math.imul(b,lt)|0,a=(a=a+Math.imul(b,ct)|0)+Math.imul(_,lt)|0,i=i+Math.imul(_,ct)|0,n=n+Math.imul(m,ht)|0,a=(a=a+Math.imul(m,ft)|0)+Math.imul(y,ht)|0,i=i+Math.imul(y,ft)|0;var At=(c+(n=n+Math.imul(d,dt)|0)|0)+((8191&(a=(a=a+Math.imul(d,gt)|0)+Math.imul(g,dt)|0))<<13)|0;c=((i=i+Math.imul(g,gt)|0)+(a>>>13)|0)+(At>>>26)|0,At&=67108863,n=Math.imul(B,W),a=(a=Math.imul(B,X))+Math.imul(N,W)|0,i=Math.imul(N,X),n=n+Math.imul(D,J)|0,a=(a=a+Math.imul(D,K)|0)+Math.imul(R,J)|0,i=i+Math.imul(R,K)|0,n=n+Math.imul(O,$)|0,a=(a=a+Math.imul(O,tt)|0)+Math.imul(z,$)|0,i=i+Math.imul(z,tt)|0,n=n+Math.imul(L,rt)|0,a=(a=a+Math.imul(L,nt)|0)+Math.imul(C,rt)|0,i=i+Math.imul(C,nt)|0,n=n+Math.imul(A,it)|0,a=(a=a+Math.imul(A,ot)|0)+Math.imul(S,it)|0,i=i+Math.imul(S,ot)|0,n=n+Math.imul(k,lt)|0,a=(a=a+Math.imul(k,ct)|0)+Math.imul(T,lt)|0,i=i+Math.imul(T,ct)|0,n=n+Math.imul(b,ht)|0,a=(a=a+Math.imul(b,ft)|0)+Math.imul(_,ht)|0,i=i+Math.imul(_,ft)|0;var St=(c+(n=n+Math.imul(m,dt)|0)|0)+((8191&(a=(a=a+Math.imul(m,gt)|0)+Math.imul(y,dt)|0))<<13)|0;c=((i=i+Math.imul(y,gt)|0)+(a>>>13)|0)+(St>>>26)|0,St&=67108863,n=Math.imul(B,J),a=(a=Math.imul(B,K))+Math.imul(N,J)|0,i=Math.imul(N,K),n=n+Math.imul(D,$)|0,a=(a=a+Math.imul(D,tt)|0)+Math.imul(R,$)|0,i=i+Math.imul(R,tt)|0,n=n+Math.imul(O,rt)|0,a=(a=a+Math.imul(O,nt)|0)+Math.imul(z,rt)|0,i=i+Math.imul(z,nt)|0,n=n+Math.imul(L,it)|0,a=(a=a+Math.imul(L,ot)|0)+Math.imul(C,it)|0,i=i+Math.imul(C,ot)|0,n=n+Math.imul(A,lt)|0,a=(a=a+Math.imul(A,ct)|0)+Math.imul(S,lt)|0,i=i+Math.imul(S,ct)|0,n=n+Math.imul(k,ht)|0,a=(a=a+Math.imul(k,ft)|0)+Math.imul(T,ht)|0,i=i+Math.imul(T,ft)|0;var Et=(c+(n=n+Math.imul(b,dt)|0)|0)+((8191&(a=(a=a+Math.imul(b,gt)|0)+Math.imul(_,dt)|0))<<13)|0;c=((i=i+Math.imul(_,gt)|0)+(a>>>13)|0)+(Et>>>26)|0,Et&=67108863,n=Math.imul(B,$),a=(a=Math.imul(B,tt))+Math.imul(N,$)|0,i=Math.imul(N,tt),n=n+Math.imul(D,rt)|0,a=(a=a+Math.imul(D,nt)|0)+Math.imul(R,rt)|0,i=i+Math.imul(R,nt)|0,n=n+Math.imul(O,it)|0,a=(a=a+Math.imul(O,ot)|0)+Math.imul(z,it)|0,i=i+Math.imul(z,ot)|0,n=n+Math.imul(L,lt)|0,a=(a=a+Math.imul(L,ct)|0)+Math.imul(C,lt)|0,i=i+Math.imul(C,ct)|0,n=n+Math.imul(A,ht)|0,a=(a=a+Math.imul(A,ft)|0)+Math.imul(S,ht)|0,i=i+Math.imul(S,ft)|0;var Lt=(c+(n=n+Math.imul(k,dt)|0)|0)+((8191&(a=(a=a+Math.imul(k,gt)|0)+Math.imul(T,dt)|0))<<13)|0;c=((i=i+Math.imul(T,gt)|0)+(a>>>13)|0)+(Lt>>>26)|0,Lt&=67108863,n=Math.imul(B,rt),a=(a=Math.imul(B,nt))+Math.imul(N,rt)|0,i=Math.imul(N,nt),n=n+Math.imul(D,it)|0,a=(a=a+Math.imul(D,ot)|0)+Math.imul(R,it)|0,i=i+Math.imul(R,ot)|0,n=n+Math.imul(O,lt)|0,a=(a=a+Math.imul(O,ct)|0)+Math.imul(z,lt)|0,i=i+Math.imul(z,ct)|0,n=n+Math.imul(L,ht)|0,a=(a=a+Math.imul(L,ft)|0)+Math.imul(C,ht)|0,i=i+Math.imul(C,ft)|0;var Ct=(c+(n=n+Math.imul(A,dt)|0)|0)+((8191&(a=(a=a+Math.imul(A,gt)|0)+Math.imul(S,dt)|0))<<13)|0;c=((i=i+Math.imul(S,gt)|0)+(a>>>13)|0)+(Ct>>>26)|0,Ct&=67108863,n=Math.imul(B,it),a=(a=Math.imul(B,ot))+Math.imul(N,it)|0,i=Math.imul(N,ot),n=n+Math.imul(D,lt)|0,a=(a=a+Math.imul(D,ct)|0)+Math.imul(R,lt)|0,i=i+Math.imul(R,ct)|0,n=n+Math.imul(O,ht)|0,a=(a=a+Math.imul(O,ft)|0)+Math.imul(z,ht)|0,i=i+Math.imul(z,ft)|0;var Pt=(c+(n=n+Math.imul(L,dt)|0)|0)+((8191&(a=(a=a+Math.imul(L,gt)|0)+Math.imul(C,dt)|0))<<13)|0;c=((i=i+Math.imul(C,gt)|0)+(a>>>13)|0)+(Pt>>>26)|0,Pt&=67108863,n=Math.imul(B,lt),a=(a=Math.imul(B,ct))+Math.imul(N,lt)|0,i=Math.imul(N,ct),n=n+Math.imul(D,ht)|0,a=(a=a+Math.imul(D,ft)|0)+Math.imul(R,ht)|0,i=i+Math.imul(R,ft)|0;var Ot=(c+(n=n+Math.imul(O,dt)|0)|0)+((8191&(a=(a=a+Math.imul(O,gt)|0)+Math.imul(z,dt)|0))<<13)|0;c=((i=i+Math.imul(z,gt)|0)+(a>>>13)|0)+(Ot>>>26)|0,Ot&=67108863,n=Math.imul(B,ht),a=(a=Math.imul(B,ft))+Math.imul(N,ht)|0,i=Math.imul(N,ft);var zt=(c+(n=n+Math.imul(D,dt)|0)|0)+((8191&(a=(a=a+Math.imul(D,gt)|0)+Math.imul(R,dt)|0))<<13)|0;c=((i=i+Math.imul(R,gt)|0)+(a>>>13)|0)+(zt>>>26)|0,zt&=67108863;var It=(c+(n=Math.imul(B,dt))|0)+((8191&(a=(a=Math.imul(B,gt))+Math.imul(N,dt)|0))<<13)|0;return c=((i=Math.imul(N,gt))+(a>>>13)|0)+(It>>>26)|0,It&=67108863,l[0]=vt,l[1]=mt,l[2]=yt,l[3]=xt,l[4]=bt,l[5]=_t,l[6]=wt,l[7]=kt,l[8]=Tt,l[9]=Mt,l[10]=At,l[11]=St,l[12]=Et,l[13]=Lt,l[14]=Ct,l[15]=Pt,l[16]=Ot,l[17]=zt,l[18]=It,0!==c&&(l[19]=c,r.length++),r};function d(t,e,r){return(new g).mulp(t,e,r)}function g(t,e){this.x=t,this.y=e}Math.imul||(p=f),i.prototype.mulTo=function(t,e){var r=this.length+t.length;return 10===this.length&&10===t.length?p(this,t,e):r<63?f(this,t,e):r<1024?function(t,e,r){r.negative=e.negative^t.negative,r.length=t.length+e.length;for(var n=0,a=0,i=0;i<r.length-1;i++){var o=a;a=0;for(var s=67108863&n,l=Math.min(i,e.length-1),c=Math.max(0,i-t.length+1);c<=l;c++){var u=i-c,h=(0|t.words[u])*(0|e.words[c]),f=67108863&h;s=67108863&(f=f+s|0),a+=(o=(o=o+(h/67108864|0)|0)+(f>>>26)|0)>>>26,o&=67108863}r.words[i]=s,n=o,o=a}return 0!==n?r.words[i]=n:r.length--,r.strip()}(this,t,e):d(this,t,e)},g.prototype.makeRBT=function(t){for(var e=new Array(t),r=i.prototype._countBits(t)-1,n=0;n<t;n++)e[n]=this.revBin(n,r,t);return e},g.prototype.revBin=function(t,e,r){if(0===t||t===r-1)return t;for(var n=0,a=0;a<e;a++)n|=(1&t)<<e-a-1,t>>=1;return n},g.prototype.permute=function(t,e,r,n,a,i){for(var o=0;o<i;o++)n[o]=e[t[o]],a[o]=r[t[o]]},g.prototype.transform=function(t,e,r,n,a,i){this.permute(i,t,e,r,n,a);for(var o=1;o<a;o<<=1)for(var s=o<<1,l=Math.cos(2*Math.PI/s),c=Math.sin(2*Math.PI/s),u=0;u<a;u+=s)for(var h=l,f=c,p=0;p<o;p++){var d=r[u+p],g=n[u+p],v=r[u+p+o],m=n[u+p+o],y=h*v-f*m;m=h*m+f*v,v=y,r[u+p]=d+v,n[u+p]=g+m,r[u+p+o]=d-v,n[u+p+o]=g-m,p!==s&&(y=l*h-c*f,f=l*f+c*h,h=y)}},g.prototype.guessLen13b=function(t,e){var r=1|Math.max(e,t),n=1&r,a=0;for(r=r/2|0;r;r>>>=1)a++;return 1<<a+1+n},g.prototype.conjugate=function(t,e,r){if(!(r<=1))for(var n=0;n<r/2;n++){var a=t[n];t[n]=t[r-n-1],t[r-n-1]=a,a=e[n],e[n]=-e[r-n-1],e[r-n-1]=-a}},g.prototype.normalize13b=function(t,e){for(var r=0,n=0;n<e/2;n++){var a=8192*Math.round(t[2*n+1]/e)+Math.round(t[2*n]/e)+r;t[n]=67108863&a,r=a<67108864?0:a/67108864|0}return t},g.prototype.convert13b=function(t,e,r,a){for(var i=0,o=0;o<e;o++)i+=0|t[o],r[2*o]=8191&i,i>>>=13,r[2*o+1]=8191&i,i>>>=13;for(o=2*e;o<a;++o)r[o]=0;n(0===i),n(0==(-8192&i))},g.prototype.stub=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=0;return e},g.prototype.mulp=function(t,e,r){var n=2*this.guessLen13b(t.length,e.length),a=this.makeRBT(n),i=this.stub(n),o=new Array(n),s=new Array(n),l=new Array(n),c=new Array(n),u=new Array(n),h=new Array(n),f=r.words;f.length=n,this.convert13b(t.words,t.length,o,n),this.convert13b(e.words,e.length,c,n),this.transform(o,i,s,l,n,a),this.transform(c,i,u,h,n,a);for(var p=0;p<n;p++){var d=s[p]*u[p]-l[p]*h[p];l[p]=s[p]*h[p]+l[p]*u[p],s[p]=d}return this.conjugate(s,l,n),this.transform(s,l,f,i,n,a),this.conjugate(f,i,n),this.normalize13b(f,n),r.negative=t.negative^e.negative,r.length=t.length+e.length,r.strip()},i.prototype.mul=function(t){var e=new i(null);return e.words=new Array(this.length+t.length),this.mulTo(t,e)},i.prototype.mulf=function(t){var e=new i(null);return e.words=new Array(this.length+t.length),d(this,t,e)},i.prototype.imul=function(t){return this.clone().mulTo(t,this)},i.prototype.imuln=function(t){n(\"number\"==typeof t),n(t<67108864);for(var e=0,r=0;r<this.length;r++){var a=(0|this.words[r])*t,i=(67108863&a)+(67108863&e);e>>=26,e+=a/67108864|0,e+=i>>>26,this.words[r]=67108863&i}return 0!==e&&(this.words[r]=e,this.length++),this},i.prototype.muln=function(t){return this.clone().imuln(t)},i.prototype.sqr=function(){return this.mul(this)},i.prototype.isqr=function(){return this.imul(this.clone())},i.prototype.pow=function(t){var e=function(t){for(var e=new Array(t.bitLength()),r=0;r<e.length;r++){var n=r/26|0,a=r%26;e[r]=(t.words[n]&1<<a)>>>a}return e}(t);if(0===e.length)return new i(1);for(var r=this,n=0;n<e.length&&0===e[n];n++,r=r.sqr());if(++n<e.length)for(var a=r.sqr();n<e.length;n++,a=a.sqr())0!==e[n]&&(r=r.mul(a));return r},i.prototype.iushln=function(t){n(\"number\"==typeof t&&t>=0);var e,r=t%26,a=(t-r)/26,i=67108863>>>26-r<<26-r;if(0!==r){var o=0;for(e=0;e<this.length;e++){var s=this.words[e]&i,l=(0|this.words[e])-s<<r;this.words[e]=l|o,o=s>>>26-r}o&&(this.words[e]=o,this.length++)}if(0!==a){for(e=this.length-1;e>=0;e--)this.words[e+a]=this.words[e];for(e=0;e<a;e++)this.words[e]=0;this.length+=a}return this.strip()},i.prototype.ishln=function(t){return n(0===this.negative),this.iushln(t)},i.prototype.iushrn=function(t,e,r){var a;n(\"number\"==typeof t&&t>=0),a=e?(e-e%26)/26:0;var i=t%26,o=Math.min((t-i)/26,this.length),s=67108863^67108863>>>i<<i,l=r;if(a-=o,a=Math.max(0,a),l){for(var c=0;c<o;c++)l.words[c]=this.words[c];l.length=o}if(0===o);else if(this.length>o)for(this.length-=o,c=0;c<this.length;c++)this.words[c]=this.words[c+o];else this.words[0]=0,this.length=1;var u=0;for(c=this.length-1;c>=0&&(0!==u||c>=a);c--){var h=0|this.words[c];this.words[c]=u<<26-i|h>>>i,u=h&s}return l&&0!==u&&(l.words[l.length++]=u),0===this.length&&(this.words[0]=0,this.length=1),this.strip()},i.prototype.ishrn=function(t,e,r){return n(0===this.negative),this.iushrn(t,e,r)},i.prototype.shln=function(t){return this.clone().ishln(t)},i.prototype.ushln=function(t){return this.clone().iushln(t)},i.prototype.shrn=function(t){return this.clone().ishrn(t)},i.prototype.ushrn=function(t){return this.clone().iushrn(t)},i.prototype.testn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26,a=1<<e;return!(this.length<=r)&&!!(this.words[r]&a)},i.prototype.imaskn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,\"imaskn works only with positive numbers\"),this.length<=r)return this;if(0!==e&&r++,this.length=Math.min(r,this.length),0!==e){var a=67108863^67108863>>>e<<e;this.words[this.length-1]&=a}return this.strip()},i.prototype.maskn=function(t){return this.clone().imaskn(t)},i.prototype.iaddn=function(t){return n(\"number\"==typeof t),n(t<67108864),t<0?this.isubn(-t):0!==this.negative?1===this.length&&(0|this.words[0])<t?(this.words[0]=t-(0|this.words[0]),this.negative=0,this):(this.negative=0,this.isubn(t),this.negative=1,this):this._iaddn(t)},i.prototype._iaddn=function(t){this.words[0]+=t;for(var e=0;e<this.length&&this.words[e]>=67108864;e++)this.words[e]-=67108864,e===this.length-1?this.words[e+1]=1:this.words[e+1]++;return this.length=Math.max(this.length,e+1),this},i.prototype.isubn=function(t){if(n(\"number\"==typeof t),n(t<67108864),t<0)return this.iaddn(-t);if(0!==this.negative)return this.negative=0,this.iaddn(t),this.negative=1,this;if(this.words[0]-=t,1===this.length&&this.words[0]<0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e<this.length&&this.words[e]<0;e++)this.words[e]+=67108864,this.words[e+1]-=1;return this.strip()},i.prototype.addn=function(t){return this.clone().iaddn(t)},i.prototype.subn=function(t){return this.clone().isubn(t)},i.prototype.iabs=function(){return this.negative=0,this},i.prototype.abs=function(){return this.clone().iabs()},i.prototype._ishlnsubmul=function(t,e,r){var a,i,o=t.length+r;this._expand(o);var s=0;for(a=0;a<t.length;a++){i=(0|this.words[a+r])+s;var l=(0|t.words[a])*e;s=((i-=67108863&l)>>26)-(l/67108864|0),this.words[a+r]=67108863&i}for(;a<this.length-r;a++)s=(i=(0|this.words[a+r])+s)>>26,this.words[a+r]=67108863&i;if(0===s)return this.strip();for(n(-1===s),s=0,a=0;a<this.length;a++)s=(i=-(0|this.words[a])+s)>>26,this.words[a]=67108863&i;return this.negative=1,this.strip()},i.prototype._wordDiv=function(t,e){var r=(this.length,t.length),n=this.clone(),a=t,o=0|a.words[a.length-1];0!==(r=26-this._countBits(o))&&(a=a.ushln(r),n.iushln(r),o=0|a.words[a.length-1]);var s,l=n.length-a.length;if(\"mod\"!==e){(s=new i(null)).length=l+1,s.words=new Array(s.length);for(var c=0;c<s.length;c++)s.words[c]=0}var u=n.clone()._ishlnsubmul(a,1,l);0===u.negative&&(n=u,s&&(s.words[l]=1));for(var h=l-1;h>=0;h--){var f=67108864*(0|n.words[a.length+h])+(0|n.words[a.length+h-1]);for(f=Math.min(f/o|0,67108863),n._ishlnsubmul(a,f,h);0!==n.negative;)f--,n.negative=0,n._ishlnsubmul(a,1,h),n.isZero()||(n.negative^=1);s&&(s.words[h]=f)}return s&&s.strip(),n.strip(),\"div\"!==e&&0!==r&&n.iushrn(r),{div:s||null,mod:n}},i.prototype.divmod=function(t,e,r){return n(!t.isZero()),this.isZero()?{div:new i(0),mod:new i(0)}:0!==this.negative&&0===t.negative?(s=this.neg().divmod(t,e),\"mod\"!==e&&(a=s.div.neg()),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.iadd(t)),{div:a,mod:o}):0===this.negative&&0!==t.negative?(s=this.divmod(t.neg(),e),\"mod\"!==e&&(a=s.div.neg()),{div:a,mod:s.mod}):0!=(this.negative&t.negative)?(s=this.neg().divmod(t.neg(),e),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.isub(t)),{div:s.div,mod:o}):t.length>this.length||this.cmp(t)<0?{div:new i(0),mod:this}:1===t.length?\"div\"===e?{div:this.divn(t.words[0]),mod:null}:\"mod\"===e?{div:null,mod:new i(this.modn(t.words[0]))}:{div:this.divn(t.words[0]),mod:new i(this.modn(t.words[0]))}:this._wordDiv(t,e);var a,o,s},i.prototype.div=function(t){return this.divmod(t,\"div\",!1).div},i.prototype.mod=function(t){return this.divmod(t,\"mod\",!1).mod},i.prototype.umod=function(t){return this.divmod(t,\"mod\",!0).mod},i.prototype.divRound=function(t){var e=this.divmod(t);if(e.mod.isZero())return e.div;var r=0!==e.div.negative?e.mod.isub(t):e.mod,n=t.ushrn(1),a=t.andln(1),i=r.cmp(n);return i<0||1===a&&0===i?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},i.prototype.modn=function(t){n(t<=67108863);for(var e=(1<<26)%t,r=0,a=this.length-1;a>=0;a--)r=(e*r+(0|this.words[a]))%t;return r},i.prototype.idivn=function(t){n(t<=67108863);for(var e=0,r=this.length-1;r>=0;r--){var a=(0|this.words[r])+67108864*e;this.words[r]=a/t|0,e=a%t}return this.strip()},i.prototype.divn=function(t){return this.clone().idivn(t)},i.prototype.egcd=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var a=new i(1),o=new i(0),s=new i(0),l=new i(1),c=0;e.isEven()&&r.isEven();)e.iushrn(1),r.iushrn(1),++c;for(var u=r.clone(),h=e.clone();!e.isZero();){for(var f=0,p=1;0==(e.words[0]&p)&&f<26;++f,p<<=1);if(f>0)for(e.iushrn(f);f-- >0;)(a.isOdd()||o.isOdd())&&(a.iadd(u),o.isub(h)),a.iushrn(1),o.iushrn(1);for(var d=0,g=1;0==(r.words[0]&g)&&d<26;++d,g<<=1);if(d>0)for(r.iushrn(d);d-- >0;)(s.isOdd()||l.isOdd())&&(s.iadd(u),l.isub(h)),s.iushrn(1),l.iushrn(1);e.cmp(r)>=0?(e.isub(r),a.isub(s),o.isub(l)):(r.isub(e),s.isub(a),l.isub(o))}return{a:s,b:l,gcd:r.iushln(c)}},i.prototype._invmp=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var a,o=new i(1),s=new i(0),l=r.clone();e.cmpn(1)>0&&r.cmpn(1)>0;){for(var c=0,u=1;0==(e.words[0]&u)&&c<26;++c,u<<=1);if(c>0)for(e.iushrn(c);c-- >0;)o.isOdd()&&o.iadd(l),o.iushrn(1);for(var h=0,f=1;0==(r.words[0]&f)&&h<26;++h,f<<=1);if(h>0)for(r.iushrn(h);h-- >0;)s.isOdd()&&s.iadd(l),s.iushrn(1);e.cmp(r)>=0?(e.isub(r),o.isub(s)):(r.isub(e),s.isub(o))}return(a=0===e.cmpn(1)?o:s).cmpn(0)<0&&a.iadd(t),a},i.prototype.gcd=function(t){if(this.isZero())return t.abs();if(t.isZero())return this.abs();var e=this.clone(),r=t.clone();e.negative=0,r.negative=0;for(var n=0;e.isEven()&&r.isEven();n++)e.iushrn(1),r.iushrn(1);for(;;){for(;e.isEven();)e.iushrn(1);for(;r.isEven();)r.iushrn(1);var a=e.cmp(r);if(a<0){var i=e;e=r,r=i}else if(0===a||0===r.cmpn(1))break;e.isub(r)}return r.iushln(n)},i.prototype.invm=function(t){return this.egcd(t).a.umod(t)},i.prototype.isEven=function(){return 0==(1&this.words[0])},i.prototype.isOdd=function(){return 1==(1&this.words[0])},i.prototype.andln=function(t){return this.words[0]&t},i.prototype.bincn=function(t){n(\"number\"==typeof t);var e=t%26,r=(t-e)/26,a=1<<e;if(this.length<=r)return this._expand(r+1),this.words[r]|=a,this;for(var i=a,o=r;0!==i&&o<this.length;o++){var s=0|this.words[o];i=(s+=i)>>>26,s&=67108863,this.words[o]=s}return 0!==i&&(this.words[o]=i,this.length++),this},i.prototype.isZero=function(){return 1===this.length&&0===this.words[0]},i.prototype.cmpn=function(t){var e,r=t<0;if(0!==this.negative&&!r)return-1;if(0===this.negative&&r)return 1;if(this.strip(),this.length>1)e=1;else{r&&(t=-t),n(t<=67108863,\"Number is too big\");var a=0|this.words[0];e=a===t?0:a<t?-1:1}return 0!==this.negative?0|-e:e},i.prototype.cmp=function(t){if(0!==this.negative&&0===t.negative)return-1;if(0===this.negative&&0!==t.negative)return 1;var e=this.ucmp(t);return 0!==this.negative?0|-e:e},i.prototype.ucmp=function(t){if(this.length>t.length)return 1;if(this.length<t.length)return-1;for(var e=0,r=this.length-1;r>=0;r--){var n=0|this.words[r],a=0|t.words[r];if(n!==a){n<a?e=-1:n>a&&(e=1);break}}return e},i.prototype.gtn=function(t){return 1===this.cmpn(t)},i.prototype.gt=function(t){return 1===this.cmp(t)},i.prototype.gten=function(t){return this.cmpn(t)>=0},i.prototype.gte=function(t){return this.cmp(t)>=0},i.prototype.ltn=function(t){return-1===this.cmpn(t)},i.prototype.lt=function(t){return-1===this.cmp(t)},i.prototype.lten=function(t){return this.cmpn(t)<=0},i.prototype.lte=function(t){return this.cmp(t)<=0},i.prototype.eqn=function(t){return 0===this.cmpn(t)},i.prototype.eq=function(t){return 0===this.cmp(t)},i.red=function(t){return new w(t)},i.prototype.toRed=function(t){return n(!this.red,\"Already a number in reduction context\"),n(0===this.negative,\"red works only with positives\"),t.convertTo(this)._forceRed(t)},i.prototype.fromRed=function(){return n(this.red,\"fromRed works only with numbers in reduction context\"),this.red.convertFrom(this)},i.prototype._forceRed=function(t){return this.red=t,this},i.prototype.forceRed=function(t){return n(!this.red,\"Already a number 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numbers\"),this.red._verify1(this),this.red.sqr(this)},i.prototype.redISqr=function(){return n(this.red,\"redISqr works only with red numbers\"),this.red._verify1(this),this.red.isqr(this)},i.prototype.redSqrt=function(){return n(this.red,\"redSqrt works only with red numbers\"),this.red._verify1(this),this.red.sqrt(this)},i.prototype.redInvm=function(){return n(this.red,\"redInvm works only with red numbers\"),this.red._verify1(this),this.red.invm(this)},i.prototype.redNeg=function(){return n(this.red,\"redNeg works only with red numbers\"),this.red._verify1(this),this.red.neg(this)},i.prototype.redPow=function(t){return n(this.red&&!t.red,\"redPow(normalNum)\"),this.red._verify1(this),this.red.pow(this,t)};var v={k256:null,p224:null,p192:null,p25519:null};function m(t,e){this.name=t,this.p=new i(e,16),this.n=this.p.bitLength(),this.k=new i(1).iushln(this.n).isub(this.p),this.tmp=this._tmp()}function y(){m.call(this,\"k256\",\"ffffffff ffffffff ffffffff ffffffff ffffffff ffffffff fffffffe fffffc2f\")}function x(){m.call(this,\"p224\",\"ffffffff ffffffff ffffffff ffffffff 00000000 00000000 00000001\")}function b(){m.call(this,\"p192\",\"ffffffff ffffffff ffffffff fffffffe ffffffff ffffffff\")}function _(){m.call(this,\"25519\",\"7fffffffffffffff ffffffffffffffff ffffffffffffffff ffffffffffffffed\")}function w(t){if(\"string\"==typeof t){var e=i._prime(t);this.m=e.p,this.prime=e}else n(t.gtn(1),\"modulus must be greater than 1\"),this.m=t,this.prime=null}function k(t){w.call(this,t),this.shift=this.m.bitLength(),this.shift%26!=0&&(this.shift+=26-this.shift%26),this.r=new i(1).iushln(this.shift),this.r2=this.imod(this.r.sqr()),this.rinv=this.r._invmp(this.m),this.minv=this.rinv.mul(this.r).isubn(1).div(this.m),this.minv=this.minv.umod(this.r),this.minv=this.r.sub(this.minv)}m.prototype._tmp=function(){var t=new i(null);return t.words=new Array(Math.ceil(this.n/13)),t},m.prototype.ireduce=function(t){var e,r=t;do{this.split(r,this.tmp),e=(r=(r=this.imulK(r)).iadd(this.tmp)).bitLength()}while(e>this.n);var n=e<this.n?-1:r.ucmp(this.p);return 0===n?(r.words[0]=0,r.length=1):n>0?r.isub(this.p):r.strip(),r},m.prototype.split=function(t,e){t.iushrn(this.n,0,e)},m.prototype.imulK=function(t){return t.imul(this.k)},a(y,m),y.prototype.split=function(t,e){for(var r=Math.min(t.length,9),n=0;n<r;n++)e.words[n]=t.words[n];if(e.length=r,t.length<=9)return t.words[0]=0,void(t.length=1);var a=t.words[9];for(e.words[e.length++]=4194303&a,n=10;n<t.length;n++){var i=0|t.words[n];t.words[n-10]=(4194303&i)<<4|a>>>22,a=i}a>>>=22,t.words[n-10]=a,0===a&&t.length>10?t.length-=10:t.length-=9},y.prototype.imulK=function(t){t.words[t.length]=0,t.words[t.length+1]=0,t.length+=2;for(var e=0,r=0;r<t.length;r++){var n=0|t.words[r];e+=977*n,t.words[r]=67108863&e,e=64*n+(e/67108864|0)}return 0===t.words[t.length-1]&&(t.length--,0===t.words[t.length-1]&&t.length--),t},a(x,m),a(b,m),a(_,m),_.prototype.imulK=function(t){for(var e=0,r=0;r<t.length;r++){var n=19*(0|t.words[r])+e,a=67108863&n;n>>>=26,t.words[r]=a,e=n}return 0!==e&&(t.words[t.length++]=e),t},i._prime=function(t){if(v[t])return v[t];var e;if(\"k256\"===t)e=new y;else if(\"p224\"===t)e=new x;else if(\"p192\"===t)e=new b;else{if(\"p25519\"!==t)throw new Error(\"Unknown prime \"+t);e=new _}return v[t]=e,e},w.prototype._verify1=function(t){n(0===t.negative,\"red works only with positives\"),n(t.red,\"red works only with red numbers\")},w.prototype._verify2=function(t,e){n(0==(t.negative|e.negative),\"red works only with positives\"),n(t.red&&t.red===e.red,\"red works only with red numbers\")},w.prototype.imod=function(t){return this.prime?this.prime.ireduce(t)._forceRed(this):t.umod(this.m)._forceRed(this)},w.prototype.neg=function(t){return t.isZero()?t.clone():this.m.sub(t)._forceRed(this)},w.prototype.add=function(t,e){this._verify2(t,e);var r=t.add(e);return r.cmp(this.m)>=0&&r.isub(this.m),r._forceRed(this)},w.prototype.iadd=function(t,e){this._verify2(t,e);var r=t.iadd(e);return r.cmp(this.m)>=0&&r.isub(this.m),r},w.prototype.sub=function(t,e){this._verify2(t,e);var r=t.sub(e);return r.cmpn(0)<0&&r.iadd(this.m),r._forceRed(this)},w.prototype.isub=function(t,e){this._verify2(t,e);var r=t.isub(e);return r.cmpn(0)<0&&r.iadd(this.m),r},w.prototype.shl=function(t,e){return this._verify1(t),this.imod(t.ushln(e))},w.prototype.imul=function(t,e){return this._verify2(t,e),this.imod(t.imul(e))},w.prototype.mul=function(t,e){return this._verify2(t,e),this.imod(t.mul(e))},w.prototype.isqr=function(t){return this.imul(t,t.clone())},w.prototype.sqr=function(t){return this.mul(t,t)},w.prototype.sqrt=function(t){if(t.isZero())return t.clone();var e=this.m.andln(3);if(n(e%2==1),3===e){var r=this.m.add(new i(1)).iushrn(2);return this.pow(t,r)}for(var a=this.m.subn(1),o=0;!a.isZero()&&0===a.andln(1);)o++,a.iushrn(1);n(!a.isZero());var s=new i(1).toRed(this),l=s.redNeg(),c=this.m.subn(1).iushrn(1),u=this.m.bitLength();for(u=new i(2*u*u).toRed(this);0!==this.pow(u,c).cmp(l);)u.redIAdd(l);for(var h=this.pow(u,a),f=this.pow(t,a.addn(1).iushrn(1)),p=this.pow(t,a),d=o;0!==p.cmp(s);){for(var g=p,v=0;0!==g.cmp(s);v++)g=g.redSqr();n(v<d);var m=this.pow(h,new i(1).iushln(d-v-1));f=f.redMul(m),h=m.redSqr(),p=p.redMul(h),d=v}return f},w.prototype.invm=function(t){var e=t._invmp(this.m);return 0!==e.negative?(e.negative=0,this.imod(e).redNeg()):this.imod(e)},w.prototype.pow=function(t,e){if(e.isZero())return new i(1).toRed(this);if(0===e.cmpn(1))return t.clone();var r=new Array(16);r[0]=new i(1).toRed(this),r[1]=t;for(var n=2;n<r.length;n++)r[n]=this.mul(r[n-1],t);var a=r[0],o=0,s=0,l=e.bitLength()%26;for(0===l&&(l=26),n=e.length-1;n>=0;n--){for(var c=e.words[n],u=l-1;u>=0;u--){var 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r=t.mul(e),n=r.maskn(this.shift).mul(this.minv).imaskn(this.shift).mul(this.m),a=r.isub(n).iushrn(this.shift),o=a;return a.cmp(this.m)>=0?o=a.isub(this.m):a.cmpn(0)<0&&(o=a.iadd(this.m)),o._forceRed(this)},k.prototype.invm=function(t){return this.imod(t._invmp(this.m).mul(this.r2))._forceRed(this)}}(\"undefined\"==typeof e||e,this)},{buffer:105}],97:[function(t,e,r){\"use strict\";e.exports=function(t){var e,r,n,a=t.length,i=0;for(e=0;e<a;++e)i+=t[e].length;var o=new Array(i),s=0;for(e=0;e<a;++e){var l=t[e],c=l.length;for(r=0;r<c;++r){var u=o[s++]=new Array(c-1),h=0;for(n=0;n<c;++n)n!==r&&(u[h++]=l[n]);if(1&r){var f=u[1];u[1]=u[0],u[0]=f}}}return o}},{}],98:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){switch(arguments.length){case 1:return n=[],c(a=t,a,u,!0),n;case 2:return\"function\"==typeof e?c(t,t,e,!0):function(t,e){return n=[],c(t,e,u,!1),n}(t,e);case 3:return c(t,e,r,!1);default:throw new Error(\"box-intersect: Invalid arguments\")}var a};var n,a=t(\"typedarray-pool\"),i=t(\"./lib/sweep\"),o=t(\"./lib/intersect\");function s(t,e){for(var r=0;r<t;++r)if(!(e[r]<=e[r+t]))return!0;return!1}function l(t,e,r,n){for(var a=0,i=0,o=0,l=t.length;o<l;++o){var c=t[o];if(!s(e,c)){for(var u=0;u<2*e;++u)r[a++]=c[u];n[i++]=o}}return i}function c(t,e,r,n){var s=t.length,c=e.length;if(!(s<=0||c<=0)){var u=t[0].length>>>1;if(!(u<=0)){var h,f=a.mallocDouble(2*u*s),p=a.mallocInt32(s);if((s=l(t,u,f,p))>0){if(1===u&&n)i.init(s),h=i.sweepComplete(u,r,0,s,f,p,0,s,f,p);else{var d=a.mallocDouble(2*u*c),g=a.mallocInt32(c);(c=l(e,u,d,g))>0&&(i.init(s+c),h=1===u?i.sweepBipartite(u,r,0,s,f,p,0,c,d,g):o(u,r,n,s,f,p,c,d,g),a.free(d),a.free(g))}a.free(f),a.free(p)}return h}}}function u(t,e){n.push([t,e])}},{\"./lib/intersect\":100,\"./lib/sweep\":104,\"typedarray-pool\":544}],99:[function(t,e,r){\"use strict\";var n=\"d\",a=\"ax\",i=\"vv\",o=\"fp\",s=\"es\",l=\"rs\",c=\"re\",u=\"rb\",h=\"ri\",f=\"rp\",p=\"bs\",d=\"be\",g=\"bb\",v=\"bi\",m=\"bp\",y=\"rv\",x=\"Q\",b=[n,a,i,l,c,u,h,p,d,g,v];function _(t){var e=\"bruteForce\"+(t?\"Full\":\"Partial\"),r=[],_=b.slice();t||_.splice(3,0,o);var w=[\"function \"+e+\"(\"+_.join()+\"){\"];function k(e,o){var _=function(t,e,r){var o=\"bruteForce\"+(t?\"Red\":\"Blue\")+(e?\"Flip\":\"\")+(r?\"Full\":\"\"),_=[\"function \",o,\"(\",b.join(),\"){\",\"var \",s,\"=2*\",n,\";\"],w=\"for(var i=\"+l+\",\"+f+\"=\"+s+\"*\"+l+\";i<\"+c+\";++i,\"+f+\"+=\"+s+\"){var x0=\"+u+\"[\"+a+\"+\"+f+\"],x1=\"+u+\"[\"+a+\"+\"+f+\"+\"+n+\"],xi=\"+h+\"[i];\",k=\"for(var j=\"+p+\",\"+m+\"=\"+s+\"*\"+p+\";j<\"+d+\";++j,\"+m+\"+=\"+s+\"){var y0=\"+g+\"[\"+a+\"+\"+m+\"],\"+(r?\"y1=\"+g+\"[\"+a+\"+\"+m+\"+\"+n+\"],\":\"\")+\"yi=\"+v+\"[j];\";return 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n=t(\"typedarray-pool\"),a=t(\"bit-twiddle\"),i=t(\"./brute\"),o=i.partial,s=i.full,l=t(\"./sweep\"),c=t(\"./median\"),u=t(\"./partition\"),h=128,f=1<<22,p=1<<22,d=u(\"!(lo>=p0)&&!(p1>=hi)\",[\"p0\",\"p1\"]),g=u(\"lo===p0\",[\"p0\"]),v=u(\"lo<p0\",[\"p0\"]),m=u(\"hi<=p0\",[\"p0\"]),y=u(\"lo<=p0&&p0<=hi\",[\"p0\"]),x=u(\"lo<p0&&p0<=hi\",[\"p0\"]),b=6,_=2,w=n.mallocInt32(1024),k=n.mallocDouble(1024);function T(t,e,r,n,a,i,o,s,l){var c=b*t;w[c]=e,w[c+1]=r,w[c+2]=n,w[c+3]=a,w[c+4]=i,w[c+5]=o;var u=_*t;k[u]=s,k[u+1]=l}function M(t,e,r,n,a,i,o,s,l,c,u){var h=2*t,f=l*h,p=c[f+e];t:for(var d=a,g=a*h;d<i;++d,g+=h){var v=o[g+e],m=o[g+e+t];if(!(p<v||m<p)&&(!n||p!==v)){for(var y,x=s[d],b=e+1;b<t;++b){v=o[g+b],m=o[g+b+t];var _=c[f+b],w=c[f+b+t];if(m<_||w<v)continue t}if(void 0!==(y=n?r(u,x):r(x,u)))return y}}}function A(t,e,r,n,a,i,o,s,l,c){var u=2*t,h=s*u,f=l[h+e];t:for(var p=n,d=n*u;p<a;++p,d+=u){var g=o[p];if(g!==c){var v=i[d+e],m=i[d+e+t];if(!(f<v||m<f)){for(var 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n=t(\"./partition\")(\"lo<p0\",[\"p0\"]),a=8;function i(t,e,r,n,a,i){for(var o=2*t,s=o*(r+1)+e,l=r+1;l<n;++l,s+=o)for(var c=a[s],u=l,h=o*(l-1);u>r&&a[h+e]>c;--u,h-=o){for(var f=h,p=h+o,d=0;d<o;++d,++f,++p){var g=a[f];a[f]=a[p],a[p]=g}var v=i[u];i[u]=i[u-1],i[u-1]=v}}},{\"./partition\":102}],102:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=\"abcdef\".split(\"\").concat(e),a=[];t.indexOf(\"lo\")>=0&&a.push(\"lo=e[k+n]\");t.indexOf(\"hi\")>=0&&a.push(\"hi=e[k+o]\");return r.push(n.replace(\"_\",a.join()).replace(\"$\",t)),Function.apply(void 0,r)};var n=\"for(var j=2*a,k=j*c,l=k,m=c,n=b,o=a+b,p=c;d>p;++p,k+=j){var _;if($)if(m===p)m+=1,l+=j;else{for(var s=0;j>s;++s){var t=e[k+s];e[k+s]=e[l],e[l++]=t}var u=f[p];f[p]=f[m],f[m++]=u}}return m\"},{}],103:[function(t,e,r){\"use strict\";e.exports=function(t,e){e<=4*n?a(0,e-1,t):function t(e,r,h){var 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c=r[l-2],u=r[l-1];if(c<i)break;if(c===i&&u<o)break;r[l]=c,r[l+1]=u,l-=2}r[l]=i,r[l+1]=o}}function i(t,e,r){e*=2;var n=r[t*=2],a=r[t+1];r[t]=r[e],r[t+1]=r[e+1],r[e]=n,r[e+1]=a}function o(t,e,r){e*=2,r[t*=2]=r[e],r[t+1]=r[e+1]}function s(t,e,r,n){e*=2,r*=2;var a=n[t*=2],i=n[t+1];n[t]=n[e],n[t+1]=n[e+1],n[e]=n[r],n[e+1]=n[r+1],n[r]=a,n[r+1]=i}function l(t,e,r,n,a){e*=2,a[t*=2]=a[e],a[e]=r,a[t+1]=a[e+1],a[e+1]=n}function c(t,e,r){e*=2;var n=r[t*=2],a=r[e];return!(n<a)&&(n!==a||r[t+1]>r[e+1])}function u(t,e,r,n){var a=n[t*=2];return a<e||a===e&&n[t+1]<r}},{}],104:[function(t,e,r){\"use strict\";e.exports={init:function(t){var e=a.nextPow2(t);s.length<e&&(n.free(s),s=n.mallocInt32(e));l.length<e&&(n.free(l),l=n.mallocInt32(e));c.length<e&&(n.free(c),c=n.mallocInt32(e));u.length<e&&(n.free(u),u=n.mallocInt32(e));h.length<e&&(n.free(h),h=n.mallocInt32(e));f.length<e&&(n.free(f),f=n.mallocInt32(e));var r=8*e;p.length<r&&(n.free(p),p=n.mallocDouble(r))},sweepBipartite:function(t,e,r,n,a,h,f,v,m,y){for(var x=0,b=2*t,_=t-1,w=b-1,k=r;k<n;++k){var T=h[k],M=b*k;p[x++]=a[M+_],p[x++]=-(T+1),p[x++]=a[M+w],p[x++]=T}for(var k=f;k<v;++k){var T=y[k]+o,A=b*k;p[x++]=m[A+_],p[x++]=-T,p[x++]=m[A+w],p[x++]=T}var S=x>>>1;i(p,S);for(var E=0,L=0,k=0;k<S;++k){var C=0|p[2*k+1];if(C>=o)d(c,u,L--,C=C-o|0);else if(C>=0)d(s,l,E--,C);else if(C<=-o){C=-C-o|0;for(var P=0;P<E;++P){var O=e(s[P],C);if(void 0!==O)return O}g(c,u,L++,C)}else{C=-C-1|0;for(var P=0;P<L;++P){var O=e(C,c[P]);if(void 0!==O)return O}g(s,l,E++,C)}}},sweepComplete:function(t,e,r,n,a,o,v,m,y,x){for(var b=0,_=2*t,w=t-1,k=_-1,T=r;T<n;++T){var M=o[T]+1<<1,A=_*T;p[b++]=a[A+w],p[b++]=-M,p[b++]=a[A+k],p[b++]=M}for(var T=v;T<m;++T){var M=x[T]+1<<1,S=_*T;p[b++]=y[S+w],p[b++]=1|-M,p[b++]=y[S+k],p[b++]=1|M}var E=b>>>1;i(p,E);for(var L=0,C=0,P=0,T=0;T<E;++T){var O=0|p[2*T+1],z=1&O;if(T<E-1&&O>>1==p[2*T+3]>>1&&(z=2,T+=1),O<0){for(var I=-(O>>1)-1,D=0;D<P;++D){var R=e(h[D],I);if(void 0!==R)return R}if(0!==z)for(var D=0;D<L;++D){var R=e(s[D],I);if(void 0!==R)return R}if(1!==z)for(var D=0;D<C;++D){var R=e(c[D],I);if(void 0!==R)return R}0===z?g(s,l,L++,I):1===z?g(c,u,C++,I):2===z&&g(h,f,P++,I)}else{var I=(O>>1)-1;0===z?d(s,l,L--,I):1===z?d(c,u,C--,I):2===z&&d(h,f,P--,I)}}},scanBipartite:function(t,e,r,n,a,c,u,h,f,v,m,y){var x=0,b=2*t,_=e,w=e+t,k=1,T=1;n?T=o:k=o;for(var M=a;M<c;++M){var A=M+k,S=b*M;p[x++]=u[S+_],p[x++]=-A,p[x++]=u[S+w],p[x++]=A}for(var M=f;M<v;++M){var A=M+T,E=b*M;p[x++]=m[E+_],p[x++]=-A}var L=x>>>1;i(p,L);for(var C=0,M=0;M<L;++M){var P=0|p[2*M+1];if(P<0){var A=-P,O=!1;if(A>=o?(O=!n,A-=o):(O=!!n,A-=1),O)g(s,l,C++,A);else{var z=y[A],I=b*A,D=m[I+e+1],R=m[I+e+1+t];t:for(var F=0;F<C;++F){var B=s[F],N=b*B;if(!(R<u[N+e+1]||u[N+e+1+t]<D)){for(var j=e+2;j<t;++j)if(m[I+j+t]<u[N+j]||u[N+j+t]<m[I+j])continue t;var V,U=h[B];if(void 0!==(V=n?r(z,U):r(U,z)))return V}}}}else d(s,l,C--,P-k)}},scanComplete:function(t,e,r,n,a,l,c,u,h,f,d){for(var g=0,v=2*t,m=e,y=e+t,x=n;x<a;++x){var b=x+o,_=v*x;p[g++]=l[_+m],p[g++]=-b,p[g++]=l[_+y],p[g++]=b}for(var x=u;x<h;++x){var b=x+1,w=v*x;p[g++]=f[w+m],p[g++]=-b}var k=g>>>1;i(p,k);for(var T=0,x=0;x<k;++x){var M=0|p[2*x+1];if(M<0){var b=-M;if(b>=o)s[T++]=b-o;else{var A=d[b-=1],S=v*b,E=f[S+e+1],L=f[S+e+1+t];t:for(var C=0;C<T;++C){var P=s[C],O=c[P];if(O===A)break;var z=v*P;if(!(L<l[z+e+1]||l[z+e+1+t]<E)){for(var I=e+2;I<t;++I)if(f[S+I+t]<l[z+I]||l[z+I+t]<f[S+I])continue t;var D=r(O,A);if(void 0!==D)return D}}}}else{for(var b=M-o,C=T-1;C>=0;--C)if(s[C]===b){for(var I=C+1;I<T;++I)s[I-1]=s[I];break}--T}}}};var n=t(\"typedarray-pool\"),a=t(\"bit-twiddle\"),i=t(\"./sort\"),o=1<<28,s=n.mallocInt32(1024),l=n.mallocInt32(1024),c=n.mallocInt32(1024),u=n.mallocInt32(1024),h=n.mallocInt32(1024),f=n.mallocInt32(1024),p=n.mallocDouble(8192);function d(t,e,r,n){var a=e[n],i=t[r-1];t[a]=i,e[i]=a}function g(t,e,r,n){t[r]=n,e[n]=r}},{\"./sort\":103,\"bit-twiddle\":94,\"typedarray-pool\":544}],105:[function(t,e,r){},{}],106:[function(t,e,r){var n=Object.create||function(t){var e=function(){};return e.prototype=t,new e},a=Object.keys||function(t){var e=[];for(var r in t)Object.prototype.hasOwnProperty.call(t,r)&&e.push(r);return r},i=Function.prototype.bind||function(t){var e=this;return function(){return e.apply(t,arguments)}};function o(){this._events&&Object.prototype.hasOwnProperty.call(this,\"_events\")||(this._events=n(null),this._eventsCount=0),this._maxListeners=this._maxListeners||void 0}e.exports=o,o.EventEmitter=o,o.prototype._events=void 0,o.prototype._maxListeners=void 0;var s,l=10;try{var c={};Object.defineProperty&&Object.defineProperty(c,\"x\",{value:0}),s=0===c.x}catch(t){s=!1}function u(t){return void 0===t._maxListeners?o.defaultMaxListeners:t._maxListeners}function h(t,e,r,a){var i,o,s;if(\"function\"!=typeof r)throw new TypeError('\"listener\" argument must be a 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array shape\")}else{if(\"object\"!=typeof o||!o.offset)throw new Error(\"cwise: Unknown argument type \"+r[i]);e.argTypes[i]=\"offset\",e.offsetArgs.push({array:o.array,offset:o.offset}),e.offsetArgIndex.push(i)}}if(e.arrayArgs.length<=0)throw new Error(\"cwise: No array arguments specified\");if(e.pre.args.length>r.length)throw new Error(\"cwise: Too many arguments in pre() block\");if(e.body.args.length>r.length)throw new Error(\"cwise: Too many arguments in body() block\");if(e.post.args.length>r.length)throw new Error(\"cwise: Too many arguments in post() block\");return e.debug=!!t.printCode||!!t.debug,e.funcName=t.funcName||\"cwise\",e.blockSize=t.blockSize||64,n(e)}},{\"./lib/thunk.js\":150}],149:[function(t,e,r){\"use strict\";var n=t(\"uniq\");function a(t,e,r){var 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w=n([].concat(t.pre.thisVars).concat(t.body.thisVars).concat(t.post.thisVars));for((y=y.concat(w)).length>0&&m.push(\"var \"+y.join(\",\")),l=0;l<t.arrayArgs.length;++l)m.push(\"p\"+l+\"|=0\");t.pre.body.length>3&&m.push(i(t.pre,t,s));var k=i(t.body,t,s),T=function(t){for(var e=0,r=t[0].length;e<r;){for(var n=1;n<t.length;++n)if(t[n][e]!==t[0][e])return e;++e}return e}(p);T<r?m.push(function(t,e,r,n){for(var i=e.length,o=r.arrayArgs.length,s=r.blockSize,l=r.indexArgs.length>0,c=[],u=0;u<o;++u)c.push([\"var offset\",u,\"=p\",u].join(\"\"));for(u=t;u<i;++u)c.push([\"for(var j\"+u+\"=SS[\",e[u],\"]|0;j\",u,\">0;){\"].join(\"\")),c.push([\"if(j\",u,\"<\",s,\"){\"].join(\"\")),c.push([\"s\",e[u],\"=j\",u].join(\"\")),c.push([\"j\",u,\"=0\"].join(\"\")),c.push([\"}else{s\",e[u],\"=\",s].join(\"\")),c.push([\"j\",u,\"-=\",s,\"}\"].join(\"\")),l&&c.push([\"index[\",e[u],\"]=j\",u].join(\"\"));for(u=0;u<o;++u){for(var 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n,a=t(\"es5-ext/object/copy\"),i=t(\"es5-ext/object/normalize-options\"),o=t(\"es5-ext/object/valid-callable\"),s=t(\"es5-ext/object/map\"),l=t(\"es5-ext/object/valid-callable\"),c=t(\"es5-ext/object/valid-value\"),u=Function.prototype.bind,h=Object.defineProperty,f=Object.prototype.hasOwnProperty;n=function(t,e,r){var n,i=c(e)&&l(e.value);return delete(n=a(e)).writable,delete n.value,n.get=function(){return!r.overwriteDefinition&&f.call(this,t)?i:(e.value=u.call(i,r.resolveContext?r.resolveContext(this):this),h(this,t,e),this[t])},n},e.exports=function(t){var e=i(arguments[1]);return null!=e.resolveContext&&o(e.resolveContext),s(t,function(t,r){return n(r,t,e)})}},{\"es5-ext/object/copy\":192,\"es5-ext/object/map\":201,\"es5-ext/object/normalize-options\":202,\"es5-ext/object/valid-callable\":206,\"es5-ext/object/valid-value\":208}],153:[function(t,e,r){\"use strict\";var 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e=(t=t||{}).shape?t.shape:t.canvas?[t.canvas.width,t.canvas.height]:[512,512],r=t.canvas||document.createElement(\"canvas\"),i=t.font,o=\"number\"==typeof t.step?[t.step,t.step]:t.step||[32,32],s=t.chars||a;i&&\"string\"!=typeof i&&(i=n(i));if(Array.isArray(s)){if(2===s.length&&\"number\"==typeof s[0]&&\"number\"==typeof s[1]){for(var l=[],c=s[0],u=0;c<=s[1];c++)l[u++]=String.fromCharCode(c);s=l}}else s=String(s).split(\"\");e=e.slice(),r.width=e[0],r.height=e[1];var h=r.getContext(\"2d\");h.fillStyle=\"#000\",h.fillRect(0,0,r.width,r.height),h.font=i,h.textAlign=\"center\",h.textBaseline=\"middle\",h.fillStyle=\"#fff\";for(var f=o[0]/2,p=o[1]/2,c=0;c<s.length;c++)h.fillText(s[c],f,p),(f+=o[0])>e[0]-o[0]/2&&(f=o[0]/2,p+=o[1]);return r}},{\"css-font/stringify\":144}],232:[function(t,e,r){\"use strict\";function n(t,e){e||(e={}),(\"string\"==typeof t||Array.isArray(t))&&(e.family=t);var r=Array.isArray(e.family)?e.family.join(\", \"):e.family;if(!r)throw Error(\"`family` must be 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m=p-i(h.getImageData(0,0,p,p))-1+g;d.baseline=d.alphabetic=m,h.clearRect(0,0,p,p),h.textBaseline=\"middle\",h.fillText(\"H\",0,.5*p);var y=i(h.getImageData(0,0,p,p));d.median=d.middle=p-y-1+g-.5*p,h.clearRect(0,0,p,p),h.textBaseline=\"hanging\",h.fillText(\"H\",0,.5*p);var x=i(h.getImageData(0,0,p,p));d.hanging=p-x-1+g-.5*p,h.clearRect(0,0,p,p),h.textBaseline=\"ideographic\",h.fillText(\"H\",0,p);var b=i(h.getImageData(0,0,p,p));if(d.ideographic=p-b-1+g,f.upper&&(h.clearRect(0,0,p,p),h.textBaseline=\"top\",h.fillText(f.upper,0,0),d.upper=i(h.getImageData(0,0,p,p)),d.capHeight=d.baseline-d.upper),f.lower&&(h.clearRect(0,0,p,p),h.textBaseline=\"top\",h.fillText(f.lower,0,0),d.lower=i(h.getImageData(0,0,p,p)),d.xHeight=d.baseline-d.lower),f.tittle&&(h.clearRect(0,0,p,p),h.textBaseline=\"top\",h.fillText(f.tittle,0,0),d.tittle=i(h.getImageData(0,0,p,p))),f.ascent&&(h.clearRect(0,0,p,p),h.textBaseline=\"top\",h.fillText(f.ascent,0,0),d.ascent=i(h.getImageData(0,0,p,p))),f.descent&&(h.clearRect(0,0,p,p),h.textBaseline=\"top\",h.fillText(f.descent,0,0),d.descent=o(h.getImageData(0,0,p,p))),f.overshoot){h.clearRect(0,0,p,p),h.textBaseline=\"top\",h.fillText(f.overshoot,0,0);var _=o(h.getImageData(0,0,p,p));d.overshoot=_-m}for(var w in d)d[w]/=s;return d.em=s,n.cache[r]=d,a(d,c)}function a(t,e){var r={};for(var n in\"string\"==typeof e&&(e=t[e]),t)\"em\"!==n&&(r[n]=t[n]-e);return r}function i(t){for(var e=t.height,r=t.data,n=3;n<r.length;n+=4)if(0!==r[n])return Math.floor(.25*(n-3)/e)}function o(t){for(var e=t.height,r=t.data,n=r.length-1;n>0;n-=4)if(0!==r[n])return Math.floor(.25*(n-3)/e)}e.exports=n,n.canvas=document.createElement(\"canvas\"),n.cache={}},{}],233:[function(t,e,r){\"use strict\";e.exports=function(t){return new c(t||d,null)};var n=0,a=1;function i(t,e,r,n,a,i){this._color=t,this.key=e,this.value=r,this.left=n,this.right=a,this._count=i}function o(t){return new i(t._color,t.key,t.value,t.left,t.right,t._count)}function s(t,e){return new i(t,e.key,e.value,e.left,e.right,e._count)}function l(t){t._count=1+(t.left?t.left._count:0)+(t.right?t.right._count:0)}function c(t,e){this._compare=t,this.root=e}var u=c.prototype;function h(t,e){this.tree=t,this._stack=e}Object.defineProperty(u,\"keys\",{get:function(){var t=[];return this.forEach(function(e,r){t.push(e)}),t}}),Object.defineProperty(u,\"values\",{get:function(){var t=[];return this.forEach(function(e,r){t.push(r)}),t}}),Object.defineProperty(u,\"length\",{get:function(){return this.root?this.root._count:0}}),u.insert=function(t,e){for(var r=this._compare,o=this.root,u=[],h=[];o;){var f=r(t,o.key);u.push(o),h.push(f),o=f<=0?o.left:o.right}u.push(new i(n,t,e,null,null,1));for(var p=u.length-2;p>=0;--p){o=u[p];h[p]<=0?u[p]=new i(o._color,o.key,o.value,u[p+1],o.right,o._count+1):u[p]=new i(o._color,o.key,o.value,o.left,u[p+1],o._count+1)}for(p=u.length-1;p>1;--p){var d=u[p-1];o=u[p];if(d._color===a||o._color===a)break;var g=u[p-2];if(g.left===d)if(d.left===o){if(!(v=g.right)||v._color!==n){if(g._color=n,g.left=d.right,d._color=a,d.right=g,u[p-2]=d,u[p-1]=o,l(g),l(d),p>=3)(m=u[p-3]).left===g?m.left=d:m.right=d;break}d._color=a,g.right=s(a,v),g._color=n,p-=1}else{if(!(v=g.right)||v._color!==n){if(d.right=o.left,g._color=n,g.left=o.right,o._color=a,o.left=d,o.right=g,u[p-2]=o,u[p-1]=d,l(g),l(d),l(o),p>=3)(m=u[p-3]).left===g?m.left=o:m.right=o;break}d._color=a,g.right=s(a,v),g._color=n,p-=1}else if(d.right===o){if(!(v=g.left)||v._color!==n){if(g._color=n,g.right=d.left,d._color=a,d.left=g,u[p-2]=d,u[p-1]=o,l(g),l(d),p>=3)(m=u[p-3]).right===g?m.right=d:m.left=d;break}d._color=a,g.left=s(a,v),g._color=n,p-=1}else{var v;if(!(v=g.left)||v._color!==n){var m;if(d.left=o.right,g._color=n,g.right=o.left,o._color=a,o.right=d,o.left=g,u[p-2]=o,u[p-1]=d,l(g),l(d),l(o),p>=3)(m=u[p-3]).right===g?m.right=o:m.left=o;break}d._color=a,g.left=s(a,v),g._color=n,p-=1}}return u[0]._color=a,new c(r,u[0])},u.forEach=function(t,e,r){if(this.root)switch(arguments.length){case 1:return function t(e,r){var n;if(r.left&&(n=t(e,r.left)))return n;return(n=e(r.key,r.value))||(r.right?t(e,r.right):void 0)}(t,this.root);case 2:return function t(e,r,n,a){if(r(e,a.key)<=0){var i;if(a.left&&(i=t(e,r,n,a.left)))return i;if(i=n(a.key,a.value))return i}if(a.right)return t(e,r,n,a.right)}(e,this._compare,t,this.root);case 3:if(this._compare(e,r)>=0)return;return function t(e,r,n,a,i){var o,s=n(e,i.key),l=n(r,i.key);if(s<=0){if(i.left&&(o=t(e,r,n,a,i.left)))return o;if(l>0&&(o=a(i.key,i.value)))return o}if(l>0&&i.right)return t(e,r,n,a,i.right)}(e,r,this._compare,t,this.root)}},Object.defineProperty(u,\"begin\",{get:function(){for(var t=[],e=this.root;e;)t.push(e),e=e.left;return new h(this,t)}}),Object.defineProperty(u,\"end\",{get:function(){for(var t=[],e=this.root;e;)t.push(e),e=e.right;return new h(this,t)}}),u.at=function(t){if(t<0)return new h(this,[]);for(var e=this.root,r=[];;){if(r.push(e),e.left){if(t<e.left._count){e=e.left;continue}t-=e.left._count}if(!t)return new h(this,r);if(t-=1,!e.right)break;if(t>=e.right._count)break;e=e.right}return new h(this,[])},u.ge=function(t){for(var e=this._compare,r=this.root,n=[],a=0;r;){var i=e(t,r.key);n.push(r),i<=0&&(a=n.length),r=i<=0?r.left:r.right}return n.length=a,new h(this,n)},u.gt=function(t){for(var e=this._compare,r=this.root,n=[],a=0;r;){var i=e(t,r.key);n.push(r),i<0&&(a=n.length),r=i<0?r.left:r.right}return n.length=a,new h(this,n)},u.lt=function(t){for(var e=this._compare,r=this.root,n=[],a=0;r;){var i=e(t,r.key);n.push(r),i>0&&(a=n.length),r=i<=0?r.left:r.right}return n.length=a,new h(this,n)},u.le=function(t){for(var e=this._compare,r=this.root,n=[],a=0;r;){var i=e(t,r.key);n.push(r),i>=0&&(a=n.length),r=i<0?r.left:r.right}return n.length=a,new h(this,n)},u.find=function(t){for(var e=this._compare,r=this.root,n=[];r;){var a=e(t,r.key);if(n.push(r),0===a)return new 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i(r._color,r.key,r.value,r.left,e[u+1],r._count)}if((r=e[e.length-1]).left&&r.right){var h=e.length;for(r=r.left;r.right;)e.push(r),r=r.right;var f=e[h-1];e.push(new i(r._color,f.key,f.value,r.left,r.right,r._count)),e[h-1].key=r.key,e[h-1].value=r.value;for(u=e.length-2;u>=h;--u)r=e[u],e[u]=new i(r._color,r.key,r.value,r.left,e[u+1],r._count);e[h-1].left=e[h]}if((r=e[e.length-1])._color===n){var d=e[e.length-2];d.left===r?d.left=null:d.right===r&&(d.right=null),e.pop();for(u=0;u<e.length;++u)e[u]._count--;return new c(this.tree._compare,e[0])}if(r.left||r.right){r.left?p(r,r.left):r.right&&p(r,r.right),r._color=a;for(u=0;u<e.length-1;++u)e[u]._count--;return new c(this.tree._compare,e[0])}if(1===e.length)return new c(this.tree._compare,null);for(u=0;u<e.length;++u)e[u]._count--;var g=e[e.length-2];return function(t){for(var e,r,i,c,u=t.length-1;u>=0;--u){if(e=t[u],0===u)return void(e._color=a);if((r=t[u-1]).left===e){if((i=r.right).right&&i.right._color===n)return c=(i=r.right=o(i)).right=o(i.right),r.right=i.left,i.left=r,i.right=c,i._color=r._color,e._color=a,r._color=a,c._color=a,l(r),l(i),u>1&&((h=t[u-2]).left===r?h.left=i:h.right=i),void(t[u-1]=i);if(i.left&&i.left._color===n)return c=(i=r.right=o(i)).left=o(i.left),r.right=c.left,i.left=c.right,c.left=r,c.right=i,c._color=r._color,r._color=a,i._color=a,e._color=a,l(r),l(i),l(c),u>1&&((h=t[u-2]).left===r?h.left=c:h.right=c),void(t[u-1]=c);if(i._color===a){if(r._color===n)return r._color=a,void(r.right=s(n,i));r.right=s(n,i);continue}i=o(i),r.right=i.left,i.left=r,i._color=r._color,r._color=n,l(r),l(i),u>1&&((h=t[u-2]).left===r?h.left=i:h.right=i),t[u-1]=i,t[u]=r,u+1<t.length?t[u+1]=e:t.push(e),u+=2}else{if((i=r.left).left&&i.left._color===n)return c=(i=r.left=o(i)).left=o(i.left),r.left=i.right,i.right=r,i.left=c,i._color=r._color,e._color=a,r._color=a,c._color=a,l(r),l(i),u>1&&((h=t[u-2]).right===r?h.right=i:h.left=i),void(t[u-1]=i);if(i.right&&i.right._color===n)return c=(i=r.left=o(i)).right=o(i.right),r.left=c.right,i.right=c.left,c.right=r,c.left=i,c._color=r._color,r._color=a,i._color=a,e._color=a,l(r),l(i),l(c),u>1&&((h=t[u-2]).right===r?h.right=c:h.left=c),void(t[u-1]=c);if(i._color===a){if(r._color===n)return r._color=a,void(r.left=s(n,i));r.left=s(n,i);continue}var h;i=o(i),r.left=i.right,i.right=r,i._color=r._color,r._color=n,l(r),l(i),u>1&&((h=t[u-2]).right===r?h.right=i:h.left=i),t[u-1]=i,t[u]=r,u+1<t.length?t[u+1]=e:t.push(e),u+=2}}}(e),g.left===r?g.left=null:g.right=null,new c(this.tree._compare,e[0])},Object.defineProperty(f,\"key\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].key},enumerable:!0}),Object.defineProperty(f,\"value\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].value},enumerable:!0}),Object.defineProperty(f,\"index\",{get:function(){var t=0,e=this._stack;if(0===e.length){var r=this.tree.root;return r?r._count:0}e[e.length-1].left&&(t=e[e.length-1].left._count);for(var n=e.length-2;n>=0;--n)e[n+1]===e[n].right&&(++t,e[n].left&&(t+=e[n].left._count));return t},enumerable:!0}),f.next=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.right)for(e=e.right;e;)t.push(e),e=e.left;else for(t.pop();t.length>0&&t[t.length-1].right===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(f,\"hasNext\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].right)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].left===t[e])return!0;return!1}}),f.update=function(t){var e=this._stack;if(0===e.length)throw new Error(\"Can't update empty node!\");var r=new Array(e.length),n=e[e.length-1];r[r.length-1]=new i(n._color,n.key,t,n.left,n.right,n._count);for(var a=e.length-2;a>=0;--a)(n=e[a]).left===e[a+1]?r[a]=new i(n._color,n.key,n.value,r[a+1],n.right,n._count):r[a]=new i(n._color,n.key,n.value,n.left,r[a+1],n._count);return new c(this.tree._compare,r[0])},f.prev=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.left)for(e=e.left;e;)t.push(e),e=e.right;else for(t.pop();t.length>0&&t[t.length-1].left===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(f,\"hasPrev\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].left)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].right===t[e])return!0;return!1}})},{}],234:[function(t,e,r){var n=[.9999999999998099,676.5203681218851,-1259.1392167224028,771.3234287776531,-176.6150291621406,12.507343278686905,-.13857109526572012,9984369578019572e-21,1.5056327351493116e-7],a=607/128,i=[.9999999999999971,57.15623566586292,-59.59796035547549,14.136097974741746,-.4919138160976202,3399464998481189e-20,4652362892704858e-20,-9837447530487956e-20,.0001580887032249125,-.00021026444172410488,.00021743961811521265,-.0001643181065367639,8441822398385275e-20,-26190838401581408e-21,36899182659531625e-22];function o(t){if(t<0)return Number(\"0/0\");for(var e=i[0],r=i.length-1;r>0;--r)e+=i[r]/(t+r);var n=t+a+.5;return.5*Math.log(2*Math.PI)+(t+.5)*Math.log(n)-n+Math.log(e)-Math.log(t)}e.exports=function t(e){if(e<.5)return Math.PI/(Math.sin(Math.PI*e)*t(1-e));if(e>100)return Math.exp(o(e));e-=1;for(var r=n[0],a=1;a<9;a++)r+=n[a]/(e+a);var i=e+7+.5;return Math.sqrt(2*Math.PI)*Math.pow(i,e+.5)*Math.exp(-i)*r},e.exports.log=o},{}],235:[function(t,e,r){e.exports=function(t,e){if(\"string\"!=typeof t)throw new TypeError(\"must specify type string\");if(e=e||{},\"undefined\"==typeof document&&!e.canvas)return null;var r=e.canvas||document.createElement(\"canvas\");\"number\"==typeof e.width&&(r.width=e.width);\"number\"==typeof e.height&&(r.height=e.height);var n,a=e;try{var i=[t];0===t.indexOf(\"webgl\")&&i.push(\"experimental-\"+t);for(var o=0;o<i.length;o++)if(n=r.getContext(i[o],a))return n}catch(t){n=null}return n||null}},{}],236:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=new u(t);return r.update(e),r};var n=t(\"./lib/text.js\"),a=t(\"./lib/lines.js\"),i=t(\"./lib/background.js\"),o=t(\"./lib/cube.js\"),s=t(\"./lib/ticks.js\"),l=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]);function c(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function u(t){this.gl=t,this.pixelRatio=1,this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.autoTicks=!0,this.tickSpacing=[1,1,1],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickAlign=[\"auto\",\"auto\",\"auto\"],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[10,10,10],this.lastCubeProps={cubeEdges:[0,0,0],axis:[0,0,0]},this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=\"sans-serif\",this.labelSize=[20,20,20],this.labelAngle=[0,0,0],this.labelAlign=[\"auto\",\"auto\",\"auto\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[10,10,10],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[0,0,0],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!1,!1,!1],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._firstInit=!0,this._text=null,this._lines=null,this._background=i(t)}var h=u.prototype;function f(){this.primalOffset=[0,0,0],this.primalMinor=[0,0,0],this.mirrorOffset=[0,0,0],this.mirrorMinor=[0,0,0]}h.update=function(t){function e(e,r,n){if(n in t){var a,i=t[n],o=this[n];(e?Array.isArray(i)&&Array.isArray(i[0]):Array.isArray(i))?this[n]=a=[r(i[0]),r(i[1]),r(i[2])]:this[n]=a=[r(i),r(i),r(i)];for(var s=0;s<3;++s)if(a[s]!==o[s])return!0}return!1}t=t||{};var r,i=e.bind(this,!1,Number),o=e.bind(this,!1,Boolean),l=e.bind(this,!1,String),c=e.bind(this,!0,function(t){if(Array.isArray(t)){if(3===t.length)return[+t[0],+t[1],+t[2],1];if(4===t.length)return[+t[0],+t[1],+t[2],+t[3]]}return[0,0,0,1]}),u=!1,h=!1;if(\"bounds\"in t)for(var f=t.bounds,p=0;p<2;++p)for(var d=0;d<3;++d)f[p][d]!==this.bounds[p][d]&&(h=!0),this.bounds[p][d]=f[p][d];if(\"ticks\"in t){r=t.ticks,u=!0,this.autoTicks=!1;for(p=0;p<3;++p)this.tickSpacing[p]=0}else i(\"tickSpacing\")&&(this.autoTicks=!0,h=!0);if(this._firstInit&&(\"ticks\"in t||\"tickSpacing\"in t||(this.autoTicks=!0),h=!0,u=!0,this._firstInit=!1),h&&this.autoTicks&&(r=s.create(this.bounds,this.tickSpacing),u=!0),u){for(p=0;p<3;++p)r[p].sort(function(t,e){return t.x-e.x});s.equal(r,this.ticks)?u=!1:this.ticks=r}o(\"tickEnable\"),l(\"tickFont\")&&(u=!0),i(\"tickSize\"),i(\"tickAngle\"),i(\"tickPad\"),c(\"tickColor\");var g=l(\"labels\");l(\"labelFont\")&&(g=!0),o(\"labelEnable\"),i(\"labelSize\"),i(\"labelPad\"),c(\"labelColor\"),o(\"lineEnable\"),o(\"lineMirror\"),i(\"lineWidth\"),c(\"lineColor\"),o(\"lineTickEnable\"),o(\"lineTickMirror\"),i(\"lineTickLength\"),i(\"lineTickWidth\"),c(\"lineTickColor\"),o(\"gridEnable\"),i(\"gridWidth\"),c(\"gridColor\"),o(\"zeroEnable\"),c(\"zeroLineColor\"),i(\"zeroLineWidth\"),o(\"backgroundEnable\"),c(\"backgroundColor\"),this._text?this._text&&(g||u)&&this._text.update(this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont):this._text=n(this.gl,this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont),this._lines&&u&&(this._lines.dispose(),this._lines=null),this._lines||(this._lines=a(this.gl,this.bounds,this.ticks))};var p=[new f,new f,new f];function d(t,e,r,n,a){for(var i=t.primalOffset,o=t.primalMinor,s=t.mirrorOffset,l=t.mirrorMinor,c=n[e],u=0;u<3;++u)if(e!==u){var h=i,f=s,p=o,d=l;c&1<<u&&(h=s,f=i,p=l,d=o),h[u]=r[0][u],f[u]=r[1][u],a[u]>0?(p[u]=-1,d[u]=0):(p[u]=0,d[u]=1)}}var g=[0,0,0],v={model:l,view:l,projection:l,_ortho:!1};h.isOpaque=function(){return!0},h.isTransparent=function(){return!1},h.drawTransparent=function(t){};var m=[0,0,0],y=[0,0,0],x=[0,0,0];h.draw=function(t){t=t||v;for(var e=this.gl,r=t.model||l,n=t.view||l,a=t.projection||l,i=this.bounds,s=t._ortho||!1,u=o(r,n,a,i,s),h=u.cubeEdges,f=u.axis,b=n[12],_=n[13],w=n[14],k=n[15],T=(s?2:1)*this.pixelRatio*(a[3]*b+a[7]*_+a[11]*w+a[15]*k)/e.drawingBufferHeight,M=0;M<3;++M)this.lastCubeProps.cubeEdges[M]=h[M],this.lastCubeProps.axis[M]=f[M];var A=p;for(M=0;M<3;++M)d(p[M],M,this.bounds,h,f);e=this.gl;var S,E=g;for(M=0;M<3;++M)this.backgroundEnable[M]?E[M]=f[M]:E[M]=0;this._background.draw(r,n,a,i,E,this.backgroundColor),this._lines.bind(r,n,a,this);for(M=0;M<3;++M){var L=[0,0,0];f[M]>0?L[M]=i[1][M]:L[M]=i[0][M];for(var C=0;C<2;++C){var P=(M+1+C)%3,O=(M+1+(1^C))%3;this.gridEnable[P]&&this._lines.drawGrid(P,O,this.bounds,L,this.gridColor[P],this.gridWidth[P]*this.pixelRatio)}for(C=0;C<2;++C){P=(M+1+C)%3,O=(M+1+(1^C))%3;this.zeroEnable[O]&&Math.min(i[0][O],i[1][O])<=0&&Math.max(i[0][O],i[1][O])>=0&&this._lines.drawZero(P,O,this.bounds,L,this.zeroLineColor[O],this.zeroLineWidth[O]*this.pixelRatio)}}for(M=0;M<3;++M){this.lineEnable[M]&&this._lines.drawAxisLine(M,this.bounds,A[M].primalOffset,this.lineColor[M],this.lineWidth[M]*this.pixelRatio),this.lineMirror[M]&&this._lines.drawAxisLine(M,this.bounds,A[M].mirrorOffset,this.lineColor[M],this.lineWidth[M]*this.pixelRatio);var z=c(m,A[M].primalMinor),I=c(y,A[M].mirrorMinor),D=this.lineTickLength;for(C=0;C<3;++C){var R=T/r[5*C];z[C]*=D[C]*R,I[C]*=D[C]*R}this.lineTickEnable[M]&&this._lines.drawAxisTicks(M,A[M].primalOffset,z,this.lineTickColor[M],this.lineTickWidth[M]*this.pixelRatio),this.lineTickMirror[M]&&this._lines.drawAxisTicks(M,A[M].mirrorOffset,I,this.lineTickColor[M],this.lineTickWidth[M]*this.pixelRatio)}this._lines.unbind(),this._text.bind(r,n,a,this.pixelRatio);var F,B;function N(t){(B=[0,0,0])[t]=1}function j(t,e,r){var n=(t+1)%3,a=(t+2)%3,i=e[n],o=e[a],s=r[n],l=r[a];i>0&&l>0?N(n):i>0&&l<0?N(n):i<0&&l>0?N(n):i<0&&l<0?N(n):o>0&&s>0?N(a):o>0&&s<0?N(a):o<0&&s>0?N(a):o<0&&s<0&&N(a)}for(M=0;M<3;++M){var V=A[M].primalMinor,U=A[M].mirrorMinor,q=c(x,A[M].primalOffset);for(C=0;C<3;++C)this.lineTickEnable[M]&&(q[C]+=T*V[C]*Math.max(this.lineTickLength[C],0)/r[5*C]);var H=[0,0,0];if(H[M]=1,this.tickEnable[M]){-3600===this.tickAngle[M]?(this.tickAngle[M]=0,this.tickAlign[M]=\"auto\"):this.tickAlign[M]=-1,F=1,\"auto\"===(S=[this.tickAlign[M],.5,F])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]),B=[0,0,0],j(M,V,U);for(C=0;C<3;++C)q[C]+=T*V[C]*this.tickPad[C]/r[5*C];this._text.drawTicks(M,this.tickSize[M],this.tickAngle[M],q,this.tickColor[M],H,B,S)}if(this.labelEnable[M]){F=0,B=[0,0,0],this.labels[M].length>4&&(N(M),F=1),\"auto\"===(S=[this.labelAlign[M],.5,F])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]);for(C=0;C<3;++C)q[C]+=T*V[C]*this.labelPad[C]/r[5*C];q[M]+=.5*(i[0][M]+i[1][M]),this._text.drawLabel(M,this.labelSize[M],this.labelAngle[M],q,this.labelColor[M],[0,0,0],B,S)}}this._text.unbind()},h.dispose=function(){this._text.dispose(),this._lines.dispose(),this._background.dispose(),this._lines=null,this._text=null,this._background=null,this.gl=null}},{\"./lib/background.js\":237,\"./lib/cube.js\":238,\"./lib/lines.js\":239,\"./lib/text.js\":241,\"./lib/ticks.js\":242}],237:[function(t,e,r){\"use 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l=this.gl;l.enable(l.POLYGON_OFFSET_FILL),l.polygonOffset(1,2),this.shader.bind(),this.shader.uniforms={model:t,view:e,projection:r,bounds:n,enable:a,colors:i},this.vao.bind(),this.vao.draw(this.gl.TRIANGLES,36),this.vao.unbind(),l.disable(l.POLYGON_OFFSET_FILL)}},s.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders\":240,\"gl-buffer\":244,\"gl-vao\":329}],238:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,i,p){a(s,e,t),a(s,r,s);for(var y=0,x=0;x<2;++x){u[2]=i[x][2];for(var b=0;b<2;++b){u[1]=i[b][1];for(var _=0;_<2;++_)u[0]=i[_][0],f(l[y],u,s),y+=1}}for(var w=-1,x=0;x<8;++x){for(var k=l[x][3],T=0;T<3;++T)c[x][T]=l[x][T]/k;p&&(c[x][2]*=-1),k<0&&(w<0?w=x:c[x][2]<c[w][2]&&(w=x))}if(w<0){w=0;for(var M=0;M<3;++M){for(var A=(M+2)%3,S=(M+1)%3,E=-1,L=-1,C=0;C<2;++C){var P=C<<M,O=P+(C<<A)+(1-C<<S),z=P+(1-C<<A)+(C<<S);o(c[P],c[O],c[z],h)<0||(C?E=1:L=1)}if(E<0||L<0)L>E&&(w|=1<<M);else{for(var C=0;C<2;++C){var P=C<<M,O=P+(C<<A)+(1-C<<S),z=P+(1-C<<A)+(C<<S),I=d([l[P],l[O],l[z],l[P+(1<<A)+(1<<S)]]);C?E=I:L=I}L>E&&(w|=1<<M)}}}for(var D=7^w,R=-1,x=0;x<8;++x)x!==w&&x!==D&&(R<0?R=x:c[R][1]>c[x][1]&&(R=x));for(var F=-1,x=0;x<3;++x){var B=R^1<<x;if(B!==w&&B!==D){F<0&&(F=B);var S=c[B];S[0]<c[F][0]&&(F=B)}}for(var N=-1,x=0;x<3;++x){var B=R^1<<x;if(B!==w&&B!==D&&B!==F){N<0&&(N=B);var S=c[B];S[0]>c[N][0]&&(N=B)}}var j=g;j[0]=j[1]=j[2]=0,j[n.log2(F^R)]=R&F,j[n.log2(R^N)]=R&N;var V=7^N;V===w||V===D?(V=7^F,j[n.log2(N^V)]=V&N):j[n.log2(F^V)]=V&F;for(var U=v,q=w,M=0;M<3;++M)U[M]=q&1<<M?-1:1;return m};var n=t(\"bit-twiddle\"),a=t(\"gl-mat4/multiply\"),i=t(\"split-polygon\"),o=t(\"robust-orientation\"),s=new Array(16),l=new Array(8),c=new Array(8),u=new Array(3),h=[0,0,0];function f(t,e,r){for(var n=0;n<4;++n){t[n]=r[12+n];for(var a=0;a<3;++a)t[n]+=e[a]*r[4*a+n]}}!function(){for(var t=0;t<8;++t)l[t]=[1,1,1,1],c[t]=[1,1,1]}();var p=[[0,0,1,0,0],[0,0,-1,1,0],[0,-1,0,1,0],[0,1,0,1,0],[-1,0,0,1,0],[1,0,0,1,0]];function d(t){for(var e=0;e<p.length;++e)if((t=i.positive(t,p[e])).length<3)return 0;var r=t[0],n=r[0]/r[3],a=r[1]/r[3],o=0;for(e=1;e+1<t.length;++e){var s=t[e],l=t[e+1],c=s[0]/s[3]-n,u=s[1]/s[3]-a,h=l[0]/l[3]-n,f=l[1]/l[3]-a;o+=Math.abs(c*f-u*h)}return o}var g=[1,1,1],v=[0,0,0],m={cubeEdges:g,axis:v}},{\"bit-twiddle\":94,\"gl-mat4/multiply\":270,\"robust-orientation\":509,\"split-polygon\":526}],239:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){var o=[],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[0,0,0];o.push(0,0,1,0,1,1,0,0,-1,0,0,-1,0,1,1,0,1,-1);for(var h=0;h<3;++h){for(var f=o.length/3|0,d=0;d<r[h].length;++d){var g=+r[h][d].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}var v=o.length/3|0;s[h]=f,l[h]=v-f;for(var f=o.length/3|0,m=0;m<r[h].length;++m){var g=+r[h][m].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}var v=o.length/3|0;c[h]=f,u[h]=v-f}var y=n(t,new Float32Array(o)),x=a(t,[{buffer:y,type:t.FLOAT,size:3,stride:0,offset:0}]),b=i(t);return b.attributes.position.location=0,new p(t,y,x,b,l,s,u,c)};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"./shaders\").line,o=[0,0,0],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[1,1];function h(t){return t[0]=t[1]=t[2]=0,t}function f(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function p(t,e,r,n,a,i,o,s){this.gl=t,this.vertBuffer=e,this.vao=r,this.shader=n,this.tickCount=a,this.tickOffset=i,this.gridCount=o,this.gridOffset=s}var d=p.prototype;d.bind=function(t,e,r){this.shader.bind(),this.shader.uniforms.model=t,this.shader.uniforms.view=e,this.shader.uniforms.projection=r,u[0]=this.gl.drawingBufferWidth,u[1]=this.gl.drawingBufferHeight,this.shader.uniforms.screenShape=u,this.vao.bind()},d.unbind=function(){this.vao.unbind()},d.drawAxisLine=function(t,e,r,n,a){var i=h(s);this.shader.uniforms.majorAxis=s,i[t]=e[1][t]-e[0][t],this.shader.uniforms.minorAxis=i;var o,u=f(c,r);u[t]+=e[0][t],this.shader.uniforms.offset=u,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=n,(o=h(l))[(t+2)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6),(o=h(l))[(t+1)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6)},d.drawAxisTicks=function(t,e,r,n,a){if(this.tickCount[t]){var i=h(o);i[t]=1,this.shader.uniforms.majorAxis=i,this.shader.uniforms.offset=e,this.shader.uniforms.minorAxis=r,this.shader.uniforms.color=n,this.shader.uniforms.lineWidth=a;var s=h(l);s[t]=1,this.shader.uniforms.screenAxis=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t])}},d.drawGrid=function(t,e,r,n,a,i){if(this.gridCount[t]){var u=h(s);u[e]=r[1][e]-r[0][e],this.shader.uniforms.minorAxis=u;var p=f(c,n);p[e]+=r[0][e],this.shader.uniforms.offset=p;var d=h(o);d[t]=1,this.shader.uniforms.majorAxis=d;var g=h(l);g[t]=1,this.shader.uniforms.screenAxis=g,this.shader.uniforms.lineWidth=i,this.shader.uniforms.color=a,this.vao.draw(this.gl.TRIANGLES,this.gridCount[t],this.gridOffset[t])}},d.drawZero=function(t,e,r,n,a,i){var o=h(s);this.shader.uniforms.majorAxis=o,o[t]=r[1][t]-r[0][t],this.shader.uniforms.minorAxis=o;var u=f(c,n);u[t]+=r[0][t],this.shader.uniforms.offset=u;var p=h(l);p[e]=1,this.shader.uniforms.screenAxis=p,this.shader.uniforms.lineWidth=i,this.shader.uniforms.color=a,this.vao.draw(this.gl.TRIANGLES,6)},d.dispose=function(){this.vao.dispose(),this.vertBuffer.dispose(),this.shader.dispose()}},{\"./shaders\":240,\"gl-buffer\":244,\"gl-vao\":329}],240:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),a=t(\"gl-shader\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, majorAxis, minorAxis, screenAxis;\\nuniform float lineWidth;\\nuniform vec2 screenShape;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nvoid main() {\\n  vec3 major = position.x * majorAxis;\\n  vec3 minor = position.y * minorAxis;\\n\\n  vec3 vPosition = major + minor + offset;\\n  vec3 pPosition = project(vPosition);\\n  vec3 offset = project(vPosition + screenAxis * position.z);\\n\\n  vec2 screen = normalize((offset - pPosition).xy * screenShape) / screenShape;\\n\\n  gl_Position = vec4(pPosition + vec3(0.5 * screen * lineWidth, 0), 1.0);\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);r.line=function(t){return a(t,i,o,null,[{name:\"position\",type:\"vec3\"}])};var s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, axis, alignDir, alignOpt;\\nuniform float scale, angle, pixelScale;\\nuniform vec2 resolution;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nfloat computeViewAngle(vec3 a, vec3 b) {\\n  vec3 A = project(a);\\n  vec3 B = project(b);\\n\\n  return atan(\\n    (B.y - A.y) * resolution.y,\\n    (B.x - A.x) * resolution.x\\n  );\\n}\\n\\nconst float PI = 3.141592;\\nconst float TWO_PI = 2.0 * PI;\\nconst float HALF_PI = 0.5 * PI;\\nconst float ONE_AND_HALF_PI = 1.5 * PI;\\n\\nint option = int(floor(alignOpt.x + 0.001));\\nfloat hv_ratio =       alignOpt.y;\\nbool enableAlign =    (alignOpt.z != 0.0);\\n\\nfloat mod_angle(float a) {\\n  return mod(a, PI);\\n}\\n\\nfloat positive_angle(float a) {\\n  return mod_angle((a < 0.0) ?\\n    a + TWO_PI :\\n    a\\n  );\\n}\\n\\nfloat look_upwards(float a) {\\n  float b = positive_angle(a);\\n  return ((b > HALF_PI) && (b <= ONE_AND_HALF_PI)) ?\\n    b - PI :\\n    b;\\n}\\n\\nfloat look_horizontal_or_vertical(float a, float ratio) {\\n  // ratio controls the ratio between being horizontal to (vertical + horizontal)\\n  // if ratio is set to 0.5 then it is 50%, 50%.\\n  // when using a higher ratio e.g. 0.75 the result would\\n  // likely be more horizontal than vertical.\\n\\n  float b = positive_angle(a);\\n\\n  return\\n    (b < (      ratio) * HALF_PI) ? 0.0 :\\n    (b < (2.0 - ratio) * HALF_PI) ? -HALF_PI :\\n    (b < (2.0 + ratio) * HALF_PI) ? 0.0 :\\n    (b < (4.0 - ratio) * HALF_PI) ? HALF_PI :\\n                                    0.0;\\n}\\n\\nfloat roundTo(float a, float b) {\\n  return float(b * floor((a + 0.5 * b) / b));\\n}\\n\\nfloat look_round_n_directions(float a, int n) {\\n  float b = positive_angle(a);\\n  float div = TWO_PI / float(n);\\n  float c = roundTo(b, div);\\n  return look_upwards(c);\\n}\\n\\nfloat applyAlignOption(float rawAngle, float delta) {\\n  return\\n    (option >  2) ? look_round_n_directions(rawAngle + delta, option) :       // option 3-n: round to n directions\\n    (option == 2) ? look_horizontal_or_vertical(rawAngle + delta, hv_ratio) : // horizontal or vertical\\n    (option == 1) ? rawAngle + delta :       // use free angle, and flip to align with one direction of the axis\\n    (option == 0) ? look_upwards(rawAngle) : // use free angle, and stay upwards\\n    (option ==-1) ? 0.0 :                    // useful for backward compatibility, all texts remains horizontal\\n                    rawAngle;                // otherwise return back raw input angle\\n}\\n\\nbool isAxisTitle = (axis.x == 0.0) &&\\n                   (axis.y == 0.0) &&\\n                   (axis.z == 0.0);\\n\\nvoid main() {\\n  //Compute world offset\\n  float axisDistance = position.z;\\n  vec3 dataPosition = axisDistance * axis + offset;\\n\\n  float beta = angle; // i.e. user defined attributes for each tick\\n\\n  float axisAngle;\\n  float clipAngle;\\n  float flip;\\n\\n  if (enableAlign) {\\n    axisAngle = (isAxisTitle) ? HALF_PI :\\n                      computeViewAngle(dataPosition, dataPosition + axis);\\n    clipAngle = computeViewAngle(dataPosition, dataPosition + alignDir);\\n\\n    axisAngle += (sin(axisAngle) < 0.0) ? PI : 0.0;\\n    clipAngle += (sin(clipAngle) < 0.0) ? PI : 0.0;\\n\\n    flip = (dot(vec2(cos(axisAngle), sin(axisAngle)),\\n                vec2(sin(clipAngle),-cos(clipAngle))) > 0.0) ? 1.0 : 0.0;\\n\\n    beta += applyAlignOption(clipAngle, flip * PI);\\n  }\\n\\n  //Compute plane offset\\n  vec2 planeCoord = position.xy * pixelScale;\\n\\n  mat2 planeXform = scale * mat2(\\n     cos(beta), sin(beta),\\n    -sin(beta), cos(beta)\\n  );\\n\\n  vec2 viewOffset = 2.0 * planeXform * planeCoord / resolution;\\n\\n  //Compute clip position\\n  vec3 clipPosition = project(dataPosition);\\n\\n  //Apply text offset in clip coordinates\\n  clipPosition += vec3(viewOffset, 0.0);\\n\\n  //Done\\n  gl_Position = vec4(clipPosition, 1.0);\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);r.text=function(t){return a(t,s,l,null,[{name:\"position\",type:\"vec3\"}])};var c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec3 normal;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 enable;\\nuniform vec3 bounds[2];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n\\n  vec3 signAxis = sign(bounds[1] - bounds[0]);\\n\\n  vec3 realNormal = signAxis * normal;\\n\\n  if(dot(realNormal, enable) > 0.0) {\\n    vec3 minRange = min(bounds[0], bounds[1]);\\n    vec3 maxRange = max(bounds[0], bounds[1]);\\n    vec3 nPosition = mix(minRange, maxRange, 0.5 * (position + 1.0));\\n    gl_Position = projection * view * model * vec4(nPosition, 1.0);\\n  } else {\\n    gl_Position = vec4(0,0,0,0);\\n  }\\n\\n  colorChannel = abs(realNormal);\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 colors[3];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n  gl_FragColor = colorChannel.x * colors[0] +\\n                 colorChannel.y * colors[1] +\\n                 colorChannel.z * colors[2];\\n}\"]);r.bg=function(t){return a(t,c,u,null,[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}])}},{\"gl-shader\":304,glslify:411}],241:[function(t,e,r){(function(r){\"use strict\";e.exports=function(t,e,r,i,s,l){var u=n(t),h=a(t,[{buffer:u,size:3}]),f=o(t);f.attributes.position.location=0;var p=new c(t,f,u,h);return p.update(e,r,i,s,l),p};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"vectorize-text\"),o=t(\"./shaders\").text,s=window||r.global||{},l=s.__TEXT_CACHE||{};s.__TEXT_CACHE={};function c(t,e,r,n){this.gl=t,this.shader=e,this.buffer=r,this.vao=n,this.tickOffset=this.tickCount=this.labelOffset=this.labelCount=null}var u=c.prototype,h=[0,0];u.bind=function(t,e,r,n){this.vao.bind(),this.shader.bind();var a=this.shader.uniforms;a.model=t,a.view=e,a.projection=r,a.pixelScale=n,h[0]=this.gl.drawingBufferWidth,h[1]=this.gl.drawingBufferHeight,this.shader.uniforms.resolution=h},u.unbind=function(){this.vao.unbind()},u.update=function(t,e,r,n,a){var o=[];function s(t,e,r,n,a,s){var c=l[r];c||(c=l[r]={});var u=c[e];u||(u=c[e]=function(t,e){try{return i(t,e)}catch(e){return console.warn('error vectorizing text:\"'+t+'\" error:',e),{cells:[],positions:[]}}}(e,{triangles:!0,font:r,textAlign:\"center\",textBaseline:\"middle\",lineSpacing:a,styletags:s}));for(var h=(n||12)/12,f=u.positions,p=u.cells,d=0,g=p.length;d<g;++d)for(var v=p[d],m=2;m>=0;--m){var y=f[v[m]];o.push(h*y[0],-h*y[1],t)}}for(var c=[0,0,0],u=[0,0,0],h=[0,0,0],f=[0,0,0],p={breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},d=0;d<3;++d){h[d]=o.length/3|0,s(.5*(t[0][d]+t[1][d]),e[d],r[d],12,1.25,p),f[d]=(o.length/3|0)-h[d],c[d]=o.length/3|0;for(var g=0;g<n[d].length;++g)n[d][g].text&&s(n[d][g].x,n[d][g].text,n[d][g].font||a,n[d][g].fontSize||12,1.25,p);u[d]=(o.length/3|0)-c[d]}this.buffer.update(o),this.tickOffset=c,this.tickCount=u,this.labelOffset=h,this.labelCount=f},u.drawTicks=function(t,e,r,n,a,i,o,s){this.tickCount[t]&&(this.shader.uniforms.axis=i,this.shader.uniforms.color=a,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t]))},u.drawLabel=function(t,e,r,n,a,i,o,s){this.labelCount[t]&&(this.shader.uniforms.axis=i,this.shader.uniforms.color=a,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.labelCount[t],this.labelOffset[t]))},u.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()}}).call(this,t(\"_process\"))},{\"./shaders\":240,_process:484,\"gl-buffer\":244,\"gl-vao\":329,\"vectorize-text\":549}],242:[function(t,e,r){\"use strict\";function n(t,e){var r=t+\"\",n=r.indexOf(\".\"),a=0;n>=0&&(a=r.length-n-1);var i=Math.pow(10,a),o=Math.round(t*e*i),s=o+\"\";if(s.indexOf(\"e\")>=0)return s;var l=o/i,c=o%i;o<0?(l=0|-Math.ceil(l),c=0|-c):(l=0|Math.floor(l),c|=0);var u=\"\"+l;if(o<0&&(u=\"-\"+u),a){for(var h=\"\"+c;h.length<a;)h=\"0\"+h;return u+\".\"+h}return u}r.create=function(t,e){for(var r=[],a=0;a<3;++a){for(var i=[],o=(t[0][a],t[1][a],0);o*e[a]<=t[1][a];++o)i.push({x:o*e[a],text:n(e[a],o)});for(var o=-1;o*e[a]>=t[0][a];--o)i.push({x:o*e[a],text:n(e[a],o)});r.push(i)}return r},r.equal=function(t,e){for(var r=0;r<3;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n<t[r].length;++n){var a=t[r][n],i=e[r][n];if(a.x!==i.x||a.text!==i.text||a.font!==i.font||a.fontColor!==i.fontColor||a.fontSize!==i.fontSize||a.dx!==i.dx||a.dy!==i.dy)return!1}}return!0}},{}],243:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,l,h){var f=e.model||c,p=e.view||c,m=e.projection||c,y=e._ortho||!1,x=t.bounds,b=(h=h||i(f,p,m,x,y)).axis;o(u,p,f),o(u,m,u);for(var _=g,w=0;w<3;++w)_[w].lo=1/0,_[w].hi=-1/0,_[w].pixelsPerDataUnit=1/0;var k=n(s(u,u));s(u,u);for(var T=0;T<3;++T){var M=(T+1)%3,A=(T+2)%3,S=v;t:for(var w=0;w<2;++w){var E=[];if(b[T]<0!=!!w){S[T]=x[w][T];for(var L=0;L<2;++L){S[M]=x[L^w][M];for(var C=0;C<2;++C)S[A]=x[C^L^w][A],E.push(S.slice())}for(var P=y?5:4,L=P;L===P;++L){if(0===E.length)continue t;E=a.positive(E,k[L])}for(var L=0;L<E.length;++L)for(var A=E[L],O=d(v,u,A,r,l),C=0;C<3;++C)_[C].lo=Math.min(_[C].lo,A[C]),_[C].hi=Math.max(_[C].hi,A[C]),C!==T&&(_[C].pixelsPerDataUnit=Math.min(_[C].pixelsPerDataUnit,Math.abs(O[C])))}}}return _};var n=t(\"extract-frustum-planes\"),a=t(\"split-polygon\"),i=t(\"./lib/cube.js\"),o=t(\"gl-mat4/multiply\"),s=t(\"gl-mat4/transpose\"),l=t(\"gl-vec4/transformMat4\"),c=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),u=new Float32Array(16);function h(t,e,r){this.lo=t,this.hi=e,this.pixelsPerDataUnit=r}var f=[0,0,0,1],p=[0,0,0,1];function d(t,e,r,n,a){for(var i=0;i<3;++i){for(var o=f,s=p,c=0;c<3;++c)s[c]=o[c]=r[c];s[3]=o[3]=1,s[i]+=1,l(s,s,e),s[3]<0&&(t[i]=1/0),o[i]-=1,l(o,o,e),o[3]<0&&(t[i]=1/0);var u=(o[0]/o[3]-s[0]/s[3])*n,h=(o[1]/o[3]-s[1]/s[3])*a;t[i]=.25*Math.sqrt(u*u+h*h)}return t}var g=[new h(1/0,-1/0,1/0),new h(1/0,-1/0,1/0),new h(1/0,-1/0,1/0)],v=[0,0,0]},{\"./lib/cube.js\":238,\"extract-frustum-planes\":227,\"gl-mat4/multiply\":270,\"gl-mat4/transpose\":279,\"gl-vec4/transformMat4\":400,\"split-polygon\":526}],244:[function(t,e,r){\"use strict\";var n=t(\"typedarray-pool\"),a=t(\"ndarray-ops\"),i=t(\"ndarray\"),o=[\"uint8\",\"uint8_clamped\",\"uint16\",\"uint32\",\"int8\",\"int16\",\"int32\",\"float32\"];function s(t,e,r,n,a){this.gl=t,this.type=e,this.handle=r,this.length=n,this.usage=a}var l=s.prototype;function c(t,e,r,n,a,i){var o=a.length*a.BYTES_PER_ELEMENT;if(i<0)return t.bufferData(e,a,n),o;if(o+i>r)throw new Error(\"gl-buffer: If resizing buffer, must not specify offset\");return t.bufferSubData(e,i,a),r}function u(t,e){for(var r=n.malloc(t.length,e),a=t.length,i=0;i<a;++i)r[i]=t[i];return r}l.bind=function(){this.gl.bindBuffer(this.type,this.handle)},l.unbind=function(){this.gl.bindBuffer(this.type,null)},l.dispose=function(){this.gl.deleteBuffer(this.handle)},l.update=function(t,e){if(\"number\"!=typeof e&&(e=-1),this.bind(),\"object\"==typeof t&&\"undefined\"!=typeof t.shape){var r=t.dtype;if(o.indexOf(r)<0&&(r=\"float32\"),this.type===this.gl.ELEMENT_ARRAY_BUFFER)r=gl.getExtension(\"OES_element_index_uint\")&&\"uint16\"!==r?\"uint32\":\"uint16\";if(r===t.dtype&&function(t,e){for(var r=1,n=e.length-1;n>=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}(t.shape,t.stride))0===t.offset&&t.data.length===t.shape[0]?this.length=c(this.gl,this.type,this.length,this.usage,t.data,e):this.length=c(this.gl,this.type,this.length,this.usage,t.data.subarray(t.offset,t.shape[0]),e);else{var s=n.malloc(t.size,r),l=i(s,t.shape);a.assign(l,t),this.length=c(this.gl,this.type,this.length,this.usage,e<0?s:s.subarray(0,t.size),e),n.free(s)}}else if(Array.isArray(t)){var h;h=this.type===this.gl.ELEMENT_ARRAY_BUFFER?u(t,\"uint16\"):u(t,\"float32\"),this.length=c(this.gl,this.type,this.length,this.usage,e<0?h:h.subarray(0,t.length),e),n.free(h)}else if(\"object\"==typeof t&&\"number\"==typeof t.length)this.length=c(this.gl,this.type,this.length,this.usage,t,e);else{if(\"number\"!=typeof t&&void 0!==t)throw new Error(\"gl-buffer: Invalid data type\");if(e>=0)throw new Error(\"gl-buffer: Cannot specify offset when resizing buffer\");(t|=0)<=0&&(t=1),this.gl.bufferData(this.type,0|t,this.usage),this.length=t}},e.exports=function(t,e,r,n){if(r=r||t.ARRAY_BUFFER,n=n||t.DYNAMIC_DRAW,r!==t.ARRAY_BUFFER&&r!==t.ELEMENT_ARRAY_BUFFER)throw new Error(\"gl-buffer: Invalid type for webgl buffer, must be either gl.ARRAY_BUFFER or gl.ELEMENT_ARRAY_BUFFER\");if(n!==t.DYNAMIC_DRAW&&n!==t.STATIC_DRAW&&n!==t.STREAM_DRAW)throw new Error(\"gl-buffer: Invalid usage for buffer, must be either gl.DYNAMIC_DRAW, gl.STATIC_DRAW or gl.STREAM_DRAW\");var a=t.createBuffer(),i=new s(t,r,a,0,n);return i.update(e),i}},{ndarray:452,\"ndarray-ops\":446,\"typedarray-pool\":544}],245:[function(t,e,r){\"use strict\";var n=t(\"gl-vec3\");e.exports=function(t,e){var r=t.positions,a=t.vectors,i={positions:[],vertexIntensity:[],vertexIntensityBounds:t.vertexIntensityBounds,vectors:[],cells:[],coneOffset:t.coneOffset,colormap:t.colormap};if(0===t.positions.length)return e&&(e[0]=[0,0,0],e[1]=[0,0,0]),i;for(var o=0,s=1/0,l=-1/0,c=1/0,u=-1/0,h=1/0,f=-1/0,p=null,d=null,g=[],v=1/0,m=!1,y=0;y<r.length;y++){var x=r[y];s=Math.min(x[0],s),l=Math.max(x[0],l),c=Math.min(x[1],c),u=Math.max(x[1],u),h=Math.min(x[2],h),f=Math.max(x[2],f);var b=a[y];if(n.length(b)>o&&(o=n.length(b)),y){var _=2*n.distance(p,x)/(n.length(d)+n.length(b));_?(v=Math.min(v,_),m=!1):m=!0}m||(p=x,d=b),g.push(b)}var w=[s,c,h],k=[l,u,f];e&&(e[0]=w,e[1]=k),0===o&&(o=1);var T=1/o;isFinite(v)||(v=1),i.vectorScale=v;var M=t.coneSize||.5;t.absoluteConeSize&&(M=t.absoluteConeSize*T),i.coneScale=M;y=0;for(var A=0;y<r.length;y++)for(var S=(x=r[y])[0],E=x[1],L=x[2],C=g[y],P=n.length(C)*T,O=0;O<8;O++){i.positions.push([S,E,L,A++]),i.positions.push([S,E,L,A++]),i.positions.push([S,E,L,A++]),i.positions.push([S,E,L,A++]),i.positions.push([S,E,L,A++]),i.positions.push([S,E,L,A++]),i.vectors.push(C),i.vectors.push(C),i.vectors.push(C),i.vectors.push(C),i.vectors.push(C),i.vectors.push(C),i.vertexIntensity.push(P,P,P),i.vertexIntensity.push(P,P,P);var z=i.positions.length;i.cells.push([z-6,z-5,z-4],[z-3,z-2,z-1])}return i};var a=t(\"./lib/shaders\");e.exports.createMesh=t(\"./create_mesh\"),e.exports.createConeMesh=function(t,r){return e.exports.createMesh(t,r,{shaders:a,traceType:\"cone\"})}},{\"./create_mesh\":246,\"./lib/shaders\":247,\"gl-vec3\":348}],246:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),a=t(\"gl-buffer\"),i=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"gl-mat4/multiply\"),l=t(\"gl-mat4/invert\"),c=t(\"ndarray\"),u=t(\"colormap\"),h=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function f(t,e,r,n,a,i,o,s,l,c,u){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.pickShader=n,this.trianglePositions=a,this.triangleVectors=i,this.triangleColors=s,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=c,this.triangleCount=0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.traceType=u,this.tubeScale=1,this.coneScale=2,this.vectorScale=1,this.coneOffset=.25,this._model=h,this._view=h,this._projection=h,this._resolution=[1,1]}var p=f.prototype;p.isOpaque=function(){return this.opacity>=1},p.isTransparent=function(){return this.opacity<1},p.pickSlots=1,p.setPickBase=function(t){this.pickId=t},p.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),\"opacity\"in t&&(this.opacity=t.opacity),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),void 0!==t.tubeScale&&(this.tubeScale=t.tubeScale),void 0!==t.vectorScale&&(this.vectorScale=t.vectorScale),void 0!==t.coneScale&&(this.coneScale=t.coneScale),void 0!==t.coneOffset&&(this.coneOffset=t.coneOffset),t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t){for(var e=u({colormap:t,nshades:256,format:\"rgba\"}),r=new Uint8Array(1024),n=0;n<256;++n){for(var a=e[n],i=0;i<3;++i)r[4*n+i]=a[i];r[4*n+3]=255*a[3]}return c(r,[256,256,4],[4,0,1])}(t.colormap)),this.texture.generateMipmap());var r=t.cells,n=t.positions,a=t.vectors;if(n&&r&&a){var i=[],o=[],s=[],l=[],h=[];this.cells=r,this.positions=n,this.vectors=a;var f=t.meshColor||[1,1,1,1],p=t.vertexIntensity,d=1/0,g=-1/0;if(p)if(t.vertexIntensityBounds)d=+t.vertexIntensityBounds[0],g=+t.vertexIntensityBounds[1];else for(var v=0;v<p.length;++v){var m=p[v];d=Math.min(d,m),g=Math.max(g,m)}else for(v=0;v<n.length;++v){m=n[v][2];d=Math.min(d,m),g=Math.max(g,m)}this.intensity=p||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(v=0;v<n.length;++v)for(var y=n[v],x=0;x<3;++x)!isNaN(y[x])&&isFinite(y[x])&&(this.bounds[0][x]=Math.min(this.bounds[0][x],y[x]),this.bounds[1][x]=Math.max(this.bounds[1][x],y[x]));var b=0;t:for(v=0;v<r.length;++v){var _=r[v];switch(_.length){case 3:for(x=0;x<3;++x){y=n[k=_[x]];for(var w=0;w<3;++w)if(isNaN(y[w])||!isFinite(y[w]))continue t}for(x=0;x<3;++x){var k;y=n[k=_[2-x]];i.push(y[0],y[1],y[2],y[3]);var T=a[k];o.push(T[0],T[1],T[2],T[3]||0);var M,A=f;3===A.length?s.push(A[0],A[1],A[2],1):s.push(A[0],A[1],A[2],A[3]),M=p?[(p[k]-d)/(g-d),0]:[(y[2]-d)/(g-d),0],l.push(M[0],M[1]),h.push(v)}b+=1}}this.triangleCount=b,this.trianglePositions.update(i),this.triangleVectors.update(o),this.triangleColors.update(s),this.triangleUVs.update(l),this.triangleIds.update(new Uint32Array(h))}},p.drawTransparent=p.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||h,n=t.view||h,a=t.projection||h,i=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)i[0][o]=Math.max(i[0][o],this.clipBounds[0][o]),i[1][o]=Math.min(i[1][o],this.clipBounds[1][o]);var c={model:r,view:n,projection:a,inverseModel:h.slice(),clipBounds:i,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],opacity:this.opacity,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,texture:0};c.inverseModel=l(c.inverseModel,c.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);s(u,c.view,c.model),s(u,c.projection,u),l(u,u);for(o=0;o<3;++o)c.eyePosition[o]=u[12+o]/u[15];var f=u[15];for(o=0;o<3;++o)f+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];c.lightPosition[o]=p/f}if(this.triangleCount>0){var g=this.triShader;g.bind(),g.uniforms=c,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},p.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||h,n=t.view||h,a=t.projection||h,i=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)i[0][o]=Math.max(i[0][o],this.clipBounds[0][o]),i[1][o]=Math.min(i[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(a),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s={model:r,view:n,projection:a,clipBounds:i,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind())},p.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions[r[1]].slice(0,3),a={position:n,dataCoordinate:n,index:Math.floor(r[1]/48)};return\"cone\"===this.traceType?a.index=Math.floor(r[1]/48):\"streamtube\"===this.traceType&&(a.intensity=this.intensity[r[1]],a.velocity=this.vectors[r[1]].slice(0,3),a.divergence=this.vectors[r[1]][3],a.index=e),a},p.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.pickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleVectors.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleIds.dispose()},e.exports=function(t,e,r){var s=r.shaders;1===arguments.length&&(t=(e=t).gl);var l=function(t,e){var r=n(t,e.meshShader.vertex,e.meshShader.fragment,null,e.meshShader.attributes);return r.attributes.position.location=0,r.attributes.color.location=2,r.attributes.uv.location=3,r.attributes.vector.location=4,r}(t,s),u=function(t,e){var r=n(t,e.pickShader.vertex,e.pickShader.fragment,null,e.pickShader.attributes);return r.attributes.position.location=0,r.attributes.id.location=1,r.attributes.vector.location=4,r}(t,s),h=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));h.generateMipmap(),h.minFilter=t.LINEAR_MIPMAP_LINEAR,h.magFilter=t.LINEAR;var p=a(t),d=a(t),g=a(t),v=a(t),m=a(t),y=new f(t,h,l,u,p,d,m,g,v,i(t,[{buffer:p,type:t.FLOAT,size:4},{buffer:m,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:g,type:t.FLOAT,size:4},{buffer:v,type:t.FLOAT,size:2},{buffer:d,type:t.FLOAT,size:4}]),r.traceType||\"cone\");return y.update(e),y}},{colormap:128,\"gl-buffer\":244,\"gl-mat4/invert\":268,\"gl-mat4/multiply\":270,\"gl-shader\":304,\"gl-texture2d\":324,\"gl-vao\":329,ndarray:452}],247:[function(t,e,r){var n=t(\"glslify\"),a=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec3 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, coneScale, coneOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * conePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(conePosition, 1.0);\\n  vec4 t_position  = view * conePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = conePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),i=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float vectorScale, coneScale, coneOffset;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector.xyz), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n  gl_Position = projection * view * conePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);r.meshShader={vertex:a,fragment:i,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec3\"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec3\"}]}},{glslify:411}],248:[function(t,e,r){e.exports={0:\"NONE\",1:\"ONE\",2:\"LINE_LOOP\",3:\"LINE_STRIP\",4:\"TRIANGLES\",5:\"TRIANGLE_STRIP\",6:\"TRIANGLE_FAN\",256:\"DEPTH_BUFFER_BIT\",512:\"NEVER\",513:\"LESS\",514:\"EQUAL\",515:\"LEQUAL\",516:\"GREATER\",517:\"NOTEQUAL\",518:\"GEQUAL\",519:\"ALWAYS\",768:\"SRC_COLOR\",769:\"ONE_MINUS_SRC_COLOR\",770:\"SRC_ALPHA\",771:\"ONE_MINUS_SRC_ALPHA\",772:\"DST_ALPHA\",773:\"ONE_MINUS_DST_ALPHA\",774:\"DST_COLOR\",775:\"ONE_MINUS_DST_COLOR\",776:\"SRC_ALPHA_SATURATE\",1024:\"STENCIL_BUFFER_BIT\",1028:\"FRONT\",1029:\"BACK\",1032:\"FRONT_AND_BACK\",1280:\"INVALID_ENUM\",1281:\"INVALID_VALUE\",1282:\"INVALID_OPERATION\",1285:\"OUT_OF_MEMORY\",1286:\"INVALID_FRAMEBUFFER_OPERATION\",2304:\"CW\",2305:\"CCW\",2849:\"LINE_WIDTH\",2884:\"CULL_FACE\",2885:\"CULL_FACE_MODE\",2886:\"FRONT_FACE\",2928:\"DEPTH_RANGE\",2929:\"DEPTH_TEST\",2930:\"DEPTH_WRITEMASK\",2931:\"DEPTH_CLEAR_VALUE\",2932:\"DEPTH_FUNC\",2960:\"STENCIL_TEST\",2961:\"STENCIL_CLEAR_VALUE\",2962:\"STENCIL_FUNC\",2963:\"STENCIL_VALUE_MASK\",2964:\"STENCIL_FAIL\",2965:\"STENCIL_PASS_DEPTH_FAIL\",2966:\"STENCIL_PASS_DEPTH_PASS\",2967:\"STENCIL_REF\",2968:\"STENCIL_WRITEMASK\",2978:\"VIEWPORT\",3024:\"DITHER\",3042:\"BLEND\",3088:\"SCISSOR_BOX\",3089:\"SCISSOR_TEST\",3106:\"COLOR_CLEAR_VALUE\",3107:\"COLOR_WRITEMASK\",3317:\"UNPACK_ALIGNMENT\",3333:\"PACK_ALIGNMENT\",3379:\"MAX_TEXTURE_SIZE\",3386:\"MAX_VIEWPORT_DIMS\",3408:\"SUBPIXEL_BITS\",3410:\"RED_BITS\",3411:\"GREEN_BITS\",3412:\"BLUE_BITS\",3413:\"ALPHA_BITS\",3414:\"DEPTH_BITS\",3415:\"STENCIL_BITS\",3553:\"TEXTURE_2D\",4352:\"DONT_CARE\",4353:\"FASTEST\",4354:\"NICEST\",5120:\"BYTE\",5121:\"UNSIGNED_BYTE\",5122:\"SHORT\",5123:\"UNSIGNED_SHORT\",5124:\"INT\",5125:\"UNSIGNED_INT\",5126:\"FLOAT\",5386:\"INVERT\",5890:\"TEXTURE\",6401:\"STENCIL_INDEX\",6402:\"DEPTH_COMPONENT\",6406:\"ALPHA\",6407:\"RGB\",6408:\"RGBA\",6409:\"LUMINANCE\",6410:\"LUMINANCE_ALPHA\",7680:\"KEEP\",7681:\"REPLACE\",7682:\"INCR\",7683:\"DECR\",7936:\"VENDOR\",7937:\"RENDERER\",7938:\"VERSION\",9728:\"NEAREST\",9729:\"LINEAR\",9984:\"NEAREST_MIPMAP_NEAREST\",9985:\"LINEAR_MIPMAP_NEAREST\",9986:\"NEAREST_MIPMAP_LINEAR\",9987:\"LINEAR_MIPMAP_LINEAR\",10240:\"TEXTURE_MAG_FILTER\",10241:\"TEXTURE_MIN_FILTER\",10242:\"TEXTURE_WRAP_S\",10243:\"TEXTURE_WRAP_T\",10497:\"REPEAT\",10752:\"POLYGON_OFFSET_UNITS\",16384:\"COLOR_BUFFER_BIT\",32769:\"CONSTANT_COLOR\",32770:\"ONE_MINUS_CONSTANT_COLOR\",32771:\"CONSTANT_ALPHA\",32772:\"ONE_MINUS_CONSTANT_ALPHA\",32773:\"BLEND_COLOR\",32774:\"FUNC_ADD\",32777:\"BLEND_EQUATION_RGB\",32778:\"FUNC_SUBTRACT\",32779:\"FUNC_REVERSE_SUBTRACT\",32819:\"UNSIGNED_SHORT_4_4_4_4\",32820:\"UNSIGNED_SHORT_5_5_5_1\",32823:\"POLYGON_OFFSET_FILL\",32824:\"POLYGON_OFFSET_FACTOR\",32854:\"RGBA4\",32855:\"RGB5_A1\",32873:\"TEXTURE_BINDING_2D\",32926:\"SAMPLE_ALPHA_TO_COVERAGE\",32928:\"SAMPLE_COVERAGE\",32936:\"SAMPLE_BUFFERS\",32937:\"SAMPLES\",32938:\"SAMPLE_COVERAGE_VALUE\",32939:\"SAMPLE_COVERAGE_INVERT\",32968:\"BLEND_DST_RGB\",32969:\"BLEND_SRC_RGB\",32970:\"BLEND_DST_ALPHA\",32971:\"BLEND_SRC_ALPHA\",33071:\"CLAMP_TO_EDGE\",33170:\"GENERATE_MIPMAP_HINT\",33189:\"DEPTH_COMPONENT16\",33306:\"DEPTH_STENCIL_ATTACHMENT\",33635:\"UNSIGNED_SHORT_5_6_5\",33648:\"MIRRORED_REPEAT\",33901:\"ALIASED_POINT_SIZE_RANGE\",33902:\"ALIASED_LINE_WIDTH_RANGE\",33984:\"TEXTURE0\",33985:\"TEXTURE1\",33986:\"TEXTURE2\",33987:\"TEXTURE3\",33988:\"TEXTURE4\",33989:\"TEXTURE5\",33990:\"TEXTURE6\",33991:\"TEXTURE7\",33992:\"TEXTURE8\",33993:\"TEXTURE9\",33994:\"TEXTURE10\",33995:\"TEXTURE11\",33996:\"TEXTURE12\",33997:\"TEXTURE13\",33998:\"TEXTURE14\",33999:\"TEXTURE15\",34000:\"TEXTURE16\",34001:\"TEXTURE17\",34002:\"TEXTURE18\",34003:\"TEXTURE19\",34004:\"TEXTURE20\",34005:\"TEXTURE21\",34006:\"TEXTURE22\",34007:\"TEXTURE23\",34008:\"TEXTURE24\",34009:\"TEXTURE25\",34010:\"TEXTURE26\",34011:\"TEXTURE27\",34012:\"TEXTURE28\",34013:\"TEXTURE29\",34014:\"TEXTURE30\",34015:\"TEXTURE31\",34016:\"ACTIVE_TEXTURE\",34024:\"MAX_RENDERBUFFER_SIZE\",34041:\"DEPTH_STENCIL\",34055:\"INCR_WRAP\",34056:\"DECR_WRAP\",34067:\"TEXTURE_CUBE_MAP\",34068:\"TEXTURE_BINDING_CUBE_MAP\",34069:\"TEXTURE_CUBE_MAP_POSITIVE_X\",34070:\"TEXTURE_CUBE_MAP_NEGATIVE_X\",34071:\"TEXTURE_CUBE_MAP_POSITIVE_Y\",34072:\"TEXTURE_CUBE_MAP_NEGATIVE_Y\",34073:\"TEXTURE_CUBE_MAP_POSITIVE_Z\",34074:\"TEXTURE_CUBE_MAP_NEGATIVE_Z\",34076:\"MAX_CUBE_MAP_TEXTURE_SIZE\",34338:\"VERTEX_ATTRIB_ARRAY_ENABLED\",34339:\"VERTEX_ATTRIB_ARRAY_SIZE\",34340:\"VERTEX_ATTRIB_ARRAY_STRIDE\",34341:\"VERTEX_ATTRIB_ARRAY_TYPE\",34342:\"CURRENT_VERTEX_ATTRIB\",34373:\"VERTEX_ATTRIB_ARRAY_POINTER\",34466:\"NUM_COMPRESSED_TEXTURE_FORMATS\",34467:\"COMPRESSED_TEXTURE_FORMATS\",34660:\"BUFFER_SIZE\",34661:\"BUFFER_USAGE\",34816:\"STENCIL_BACK_FUNC\",34817:\"STENCIL_BACK_FAIL\",34818:\"STENCIL_BACK_PASS_DEPTH_FAIL\",34819:\"STENCIL_BACK_PASS_DEPTH_PASS\",34877:\"BLEND_EQUATION_ALPHA\",34921:\"MAX_VERTEX_ATTRIBS\",34922:\"VERTEX_ATTRIB_ARRAY_NORMALIZED\",34930:\"MAX_TEXTURE_IMAGE_UNITS\",34962:\"ARRAY_BUFFER\",34963:\"ELEMENT_ARRAY_BUFFER\",34964:\"ARRAY_BUFFER_BINDING\",34965:\"ELEMENT_ARRAY_BUFFER_BINDING\",34975:\"VERTEX_ATTRIB_ARRAY_BUFFER_BINDING\",35040:\"STREAM_DRAW\",35044:\"STATIC_DRAW\",35048:\"DYNAMIC_DRAW\",35632:\"FRAGMENT_SHADER\",35633:\"VERTEX_SHADER\",35660:\"MAX_VERTEX_TEXTURE_IMAGE_UNITS\",35661:\"MAX_COMBINED_TEXTURE_IMAGE_UNITS\",35663:\"SHADER_TYPE\",35664:\"FLOAT_VEC2\",35665:\"FLOAT_VEC3\",35666:\"FLOAT_VEC4\",35667:\"INT_VEC2\",35668:\"INT_VEC3\",35669:\"INT_VEC4\",35670:\"BOOL\",35671:\"BOOL_VEC2\",35672:\"BOOL_VEC3\",35673:\"BOOL_VEC4\",35674:\"FLOAT_MAT2\",35675:\"FLOAT_MAT3\",35676:\"FLOAT_MAT4\",35678:\"SAMPLER_2D\",35680:\"SAMPLER_CUBE\",35712:\"DELETE_STATUS\",35713:\"COMPILE_STATUS\",35714:\"LINK_STATUS\",35715:\"VALIDATE_STATUS\",35716:\"INFO_LOG_LENGTH\",35717:\"ATTACHED_SHADERS\",35718:\"ACTIVE_UNIFORMS\",35719:\"ACTIVE_UNIFORM_MAX_LENGTH\",35720:\"SHADER_SOURCE_LENGTH\",35721:\"ACTIVE_ATTRIBUTES\",35722:\"ACTIVE_ATTRIBUTE_MAX_LENGTH\",35724:\"SHADING_LANGUAGE_VERSION\",35725:\"CURRENT_PROGRAM\",36003:\"STENCIL_BACK_REF\",36004:\"STENCIL_BACK_VALUE_MASK\",36005:\"STENCIL_BACK_WRITEMASK\",36006:\"FRAMEBUFFER_BINDING\",36007:\"RENDERBUFFER_BINDING\",36048:\"FRAMEBUFFER_ATTACHMENT_OBJECT_TYPE\",36049:\"FRAMEBUFFER_ATTACHMENT_OBJECT_NAME\",36050:\"FRAMEBUFFER_ATTACHMENT_TEXTURE_LEVEL\",36051:\"FRAMEBUFFER_ATTACHMENT_TEXTURE_CUBE_MAP_FACE\",36053:\"FRAMEBUFFER_COMPLETE\",36054:\"FRAMEBUFFER_INCOMPLETE_ATTACHMENT\",36055:\"FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT\",36057:\"FRAMEBUFFER_INCOMPLETE_DIMENSIONS\",36061:\"FRAMEBUFFER_UNSUPPORTED\",36064:\"COLOR_ATTACHMENT0\",36096:\"DEPTH_ATTACHMENT\",36128:\"STENCIL_ATTACHMENT\",36160:\"FRAMEBUFFER\",36161:\"RENDERBUFFER\",36162:\"RENDERBUFFER_WIDTH\",36163:\"RENDERBUFFER_HEIGHT\",36164:\"RENDERBUFFER_INTERNAL_FORMAT\",36168:\"STENCIL_INDEX8\",36176:\"RENDERBUFFER_RED_SIZE\",36177:\"RENDERBUFFER_GREEN_SIZE\",36178:\"RENDERBUFFER_BLUE_SIZE\",36179:\"RENDERBUFFER_ALPHA_SIZE\",36180:\"RENDERBUFFER_DEPTH_SIZE\",36181:\"RENDERBUFFER_STENCIL_SIZE\",36194:\"RGB565\",36336:\"LOW_FLOAT\",36337:\"MEDIUM_FLOAT\",36338:\"HIGH_FLOAT\",36339:\"LOW_INT\",36340:\"MEDIUM_INT\",36341:\"HIGH_INT\",36346:\"SHADER_COMPILER\",36347:\"MAX_VERTEX_UNIFORM_VECTORS\",36348:\"MAX_VARYING_VECTORS\",36349:\"MAX_FRAGMENT_UNIFORM_VECTORS\",37440:\"UNPACK_FLIP_Y_WEBGL\",37441:\"UNPACK_PREMULTIPLY_ALPHA_WEBGL\",37442:\"CONTEXT_LOST_WEBGL\",37443:\"UNPACK_COLORSPACE_CONVERSION_WEBGL\",37444:\"BROWSER_DEFAULT_WEBGL\"}},{}],249:[function(t,e,r){var n=t(\"./1.0/numbers\");e.exports=function(t){return n[t]}},{\"./1.0/numbers\":248}],250:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),o=a(e,[{buffer:r,type:e.FLOAT,size:3,offset:0,stride:40},{buffer:r,type:e.FLOAT,size:4,offset:12,stride:40},{buffer:r,type:e.FLOAT,size:3,offset:28,stride:40}]),l=i(e);l.attributes.position.location=0,l.attributes.color.location=1,l.attributes.offset.location=2;var c=new s(e,r,o,l);return c.update(t),c};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"./shaders/index\"),o=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function s(t,e,r,n){this.gl=t,this.shader=n,this.buffer=e,this.vao=r,this.pixelRatio=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lineWidth=[1,1,1],this.capSize=[10,10,10],this.lineCount=[0,0,0],this.lineOffset=[0,0,0],this.opacity=1,this.hasAlpha=!1}var l=s.prototype;function c(t,e){for(var r=0;r<3;++r)t[0][r]=Math.min(t[0][r],e[r]),t[1][r]=Math.max(t[1][r],e[r])}l.isOpaque=function(){return!this.hasAlpha},l.isTransparent=function(){return this.hasAlpha},l.drawTransparent=l.draw=function(t){var e=this.gl,r=this.shader.uniforms;this.shader.bind();var n=r.view=t.view||o,a=r.projection=t.projection||o;r.model=t.model||o,r.clipBounds=this.clipBounds,r.opacity=this.opacity;var i=n[12],s=n[13],l=n[14],c=n[15],u=(t._ortho||!1?2:1)*this.pixelRatio*(a[3]*i+a[7]*s+a[11]*l+a[15]*c)/e.drawingBufferHeight;this.vao.bind();for(var h=0;h<3;++h)e.lineWidth(this.lineWidth[h]*this.pixelRatio),r.capSize=this.capSize[h]*u,this.lineCount[h]&&e.drawArrays(e.LINES,this.lineOffset[h],this.lineCount[h]);this.vao.unbind()};var u=function(){for(var t=new Array(3),e=0;e<3;++e){for(var r=[],n=1;n<=2;++n)for(var a=-1;a<=1;a+=2){var i=[0,0,0];i[(n+e)%3]=a,r.push(i)}t[e]=r}return t}();function h(t,e,r,n){for(var a=u[n],i=0;i<a.length;++i){var o=a[i];t.push(e[0],e[1],e[2],r[0],r[1],r[2],r[3],o[0],o[1],o[2])}return a.length}l.update=function(t){\"lineWidth\"in(t=t||{})&&(this.lineWidth=t.lineWidth,Array.isArray(this.lineWidth)||(this.lineWidth=[this.lineWidth,this.lineWidth,this.lineWidth])),\"capSize\"in t&&(this.capSize=t.capSize,Array.isArray(this.capSize)||(this.capSize=[this.capSize,this.capSize,this.capSize])),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var e=t.color||[[0,0,0],[0,0,0],[0,0,0]],r=t.position,n=t.error;if(Array.isArray(e[0])||(e=[e,e,e]),r&&n){var a=[],i=r.length,o=0;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.lineCount=[0,0,0];for(var s=0;s<3;++s){this.lineOffset[s]=o;t:for(var l=0;l<i;++l){for(var u=r[l],f=0;f<3;++f)if(isNaN(u[f])||!isFinite(u[f]))continue t;var p=n[l],d=e[s];if(Array.isArray(d[0])&&(d=e[l]),3===d.length?d=[d[0],d[1],d[2],1]:4===d.length&&(d=[d[0],d[1],d[2],d[3]],!this.hasAlpha&&d[3]<1&&(this.hasAlpha=!0)),!isNaN(p[0][s])&&!isNaN(p[1][s])){var g;if(p[0][s]<0)(g=u.slice())[s]+=p[0][s],a.push(u[0],u[1],u[2],d[0],d[1],d[2],d[3],0,0,0,g[0],g[1],g[2],d[0],d[1],d[2],d[3],0,0,0),c(this.bounds,g),o+=2+h(a,g,d,s);if(p[1][s]>0)(g=u.slice())[s]+=p[1][s],a.push(u[0],u[1],u[2],d[0],d[1],d[2],d[3],0,0,0,g[0],g[1],g[2],d[0],d[1],d[2],d[3],0,0,0),c(this.bounds,g),o+=2+h(a,g,d,s)}}this.lineCount[s]=o-this.lineOffset[s]}this.buffer.update(a)}},l.dispose=function(){this.shader.dispose(),this.buffer.dispose(),this.vao.dispose()}},{\"./shaders/index\":251,\"gl-buffer\":244,\"gl-vao\":329}],251:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),a=t(\"gl-shader\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, offset;\\nattribute vec4 color;\\nuniform mat4 model, view, projection;\\nuniform float capSize;\\nvarying vec4 fragColor;\\nvarying vec3 fragPosition;\\n\\nvoid main() {\\n  vec4 worldPosition  = model * vec4(position, 1.0);\\n  worldPosition       = (worldPosition / worldPosition.w) + vec4(capSize * offset, 0.0);\\n  gl_Position         = projection * view * worldPosition;\\n  fragColor           = color;\\n  fragPosition        = position;\\n}\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float opacity;\\nvarying vec3 fragPosition;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], fragPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  gl_FragColor = opacity * fragColor;\\n}\"]);e.exports=function(t){return a(t,i,o,null,[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"offset\",type:\"vec3\"}])}},{\"gl-shader\":304,glslify:411}],252:[function(t,e,r){\"use strict\";var n=t(\"gl-texture2d\");e.exports=function(t,e,r,n){a||(a=t.FRAMEBUFFER_UNSUPPORTED,i=t.FRAMEBUFFER_INCOMPLETE_ATTACHMENT,o=t.FRAMEBUFFER_INCOMPLETE_DIMENSIONS,s=t.FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT);var c=t.getExtension(\"WEBGL_draw_buffers\");!l&&c&&function(t,e){var r=t.getParameter(e.MAX_COLOR_ATTACHMENTS_WEBGL);l=new Array(r+1);for(var n=0;n<=r;++n){for(var a=new Array(r),i=0;i<n;++i)a[i]=t.COLOR_ATTACHMENT0+i;for(var i=n;i<r;++i)a[i]=t.NONE;l[n]=a}}(t,c);Array.isArray(e)&&(n=r,r=0|e[1],e=0|e[0]);if(\"number\"!=typeof e)throw new Error(\"gl-fbo: Missing shape parameter\");var u=t.getParameter(t.MAX_RENDERBUFFER_SIZE);if(e<0||e>u||r<0||r>u)throw new Error(\"gl-fbo: Parameters are too large for FBO\");var h=1;if(\"color\"in(n=n||{})){if((h=Math.max(0|n.color,0))<0)throw new Error(\"gl-fbo: Must specify a nonnegative number of colors\");if(h>1){if(!c)throw new Error(\"gl-fbo: Multiple draw buffer extension not supported\");if(h>t.getParameter(c.MAX_COLOR_ATTACHMENTS_WEBGL))throw new Error(\"gl-fbo: Context does not support \"+h+\" draw buffers\")}}var f=t.UNSIGNED_BYTE,p=t.getExtension(\"OES_texture_float\");if(n.float&&h>0){if(!p)throw new Error(\"gl-fbo: Context does not support floating point textures\");f=t.FLOAT}else n.preferFloat&&h>0&&p&&(f=t.FLOAT);var g=!0;\"depth\"in n&&(g=!!n.depth);var v=!1;\"stencil\"in n&&(v=!!n.stencil);return new d(t,e,r,f,h,g,v,c)};var a,i,o,s,l=null;function c(t){return[t.getParameter(t.FRAMEBUFFER_BINDING),t.getParameter(t.RENDERBUFFER_BINDING),t.getParameter(t.TEXTURE_BINDING_2D)]}function u(t,e){t.bindFramebuffer(t.FRAMEBUFFER,e[0]),t.bindRenderbuffer(t.RENDERBUFFER,e[1]),t.bindTexture(t.TEXTURE_2D,e[2])}function h(t){switch(t){case a:throw new Error(\"gl-fbo: Framebuffer unsupported\");case i:throw new Error(\"gl-fbo: Framebuffer incomplete attachment\");case o:throw new Error(\"gl-fbo: Framebuffer incomplete dimensions\");case s:throw new Error(\"gl-fbo: Framebuffer incomplete missing attachment\");default:throw new Error(\"gl-fbo: Framebuffer failed for unspecified reason\")}}function f(t,e,r,a,i,o){if(!a)return null;var s=n(t,e,r,i,a);return s.magFilter=t.NEAREST,s.minFilter=t.NEAREST,s.mipSamples=1,s.bind(),t.framebufferTexture2D(t.FRAMEBUFFER,o,t.TEXTURE_2D,s.handle,0),s}function p(t,e,r,n,a){var i=t.createRenderbuffer();return t.bindRenderbuffer(t.RENDERBUFFER,i),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,a,t.RENDERBUFFER,i),i}function d(t,e,r,n,a,i,o,s){this.gl=t,this._shape=[0|e,0|r],this._destroyed=!1,this._ext=s,this.color=new Array(a);for(var d=0;d<a;++d)this.color[d]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=i,this._useStencil=o;var g=this,v=[0|e,0|r];Object.defineProperties(v,{0:{get:function(){return g._shape[0]},set:function(t){return g.width=t}},1:{get:function(){return g._shape[1]},set:function(t){return g.height=t}}}),this._shapeVector=v,function(t){var e=c(t.gl),r=t.gl,n=t.handle=r.createFramebuffer(),a=t._shape[0],i=t._shape[1],o=t.color.length,s=t._ext,d=t._useStencil,g=t._useDepth,v=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,n);for(var m=0;m<o;++m)t.color[m]=f(r,a,i,v,r.RGBA,r.COLOR_ATTACHMENT0+m);0===o?(t._color_rb=p(r,a,i,r.RGBA4,r.COLOR_ATTACHMENT0),s&&s.drawBuffersWEBGL(l[0])):o>1&&s.drawBuffersWEBGL(l[o]);var y=r.getExtension(\"WEBGL_depth_texture\");y?d?t.depth=f(r,a,i,y.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g&&(t.depth=f(r,a,i,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):g&&d?t._depth_rb=p(r,a,i,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g?t._depth_rb=p(r,a,i,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):d&&(t._depth_rb=p(r,a,i,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var x=r.checkFramebufferStatus(r.FRAMEBUFFER);if(x!==r.FRAMEBUFFER_COMPLETE){for(t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&&(t.depth.dispose(),t.depth=null),t._depth_rb&&(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null),m=0;m<t.color.length;++m)t.color[m].dispose(),t.color[m]=null;t._color_rb&&(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),u(r,e),h(x)}u(r,e)}(this)}var g=d.prototype;function v(t,e,r){if(t._destroyed)throw new Error(\"gl-fbo: Can't resize destroyed FBO\");if(t._shape[0]!==e||t._shape[1]!==r){var n=t.gl,a=n.getParameter(n.MAX_RENDERBUFFER_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-fbo: Can't resize FBO, invalid dimensions\");t._shape[0]=e,t._shape[1]=r;for(var i=c(n),o=0;o<t.color.length;++o)t.color[o].shape=t._shape;t._color_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._color_rb),n.renderbufferStorage(n.RENDERBUFFER,n.RGBA4,t._shape[0],t._shape[1])),t.depth&&(t.depth.shape=t._shape),t._depth_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._depth_rb),t._useDepth&&t._useStencil?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_STENCIL,t._shape[0],t._shape[1]):t._useDepth?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_COMPONENT16,t._shape[0],t._shape[1]):t._useStencil&&n.renderbufferStorage(n.RENDERBUFFER,n.STENCIL_INDEX,t._shape[0],t._shape[1])),n.bindFramebuffer(n.FRAMEBUFFER,t.handle);var s=n.checkFramebufferStatus(n.FRAMEBUFFER);s!==n.FRAMEBUFFER_COMPLETE&&(t.dispose(),u(n,i),h(s)),u(n,i)}}Object.defineProperties(g,{shape:{get:function(){return this._destroyed?[0,0]:this._shapeVector},set:function(t){if(Array.isArray(t)||(t=[0|t,0|t]),2!==t.length)throw new Error(\"gl-fbo: Shape vector must be length 2\");var e=0|t[0],r=0|t[1];return v(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return v(this,t|=0,this._shape[1]),t},enumerable:!1},height:{get:function(){return this._destroyed?0:this._shape[1]},set:function(t){return t|=0,v(this,this._shape[0],t),t},enumerable:!1}}),g.bind=function(){if(!this._destroyed){var t=this.gl;t.bindFramebuffer(t.FRAMEBUFFER,this.handle),t.viewport(0,0,this._shape[0],this._shape[1])}},g.dispose=function(){if(!this._destroyed){this._destroyed=!0;var t=this.gl;t.deleteFramebuffer(this.handle),this.handle=null,this.depth&&(this.depth.dispose(),this.depth=null),this._depth_rb&&(t.deleteRenderbuffer(this._depth_rb),this._depth_rb=null);for(var e=0;e<this.color.length;++e)this.color[e].dispose(),this.color[e]=null;this._color_rb&&(t.deleteRenderbuffer(this._color_rb),this._color_rb=null)}}},{\"gl-texture2d\":324}],253:[function(t,e,r){var n=t(\"sprintf-js\").sprintf,a=t(\"gl-constants/lookup\"),i=t(\"glsl-shader-name\"),o=t(\"add-line-numbers\");e.exports=function(t,e,r){\"use strict\";var s=i(e)||\"of unknown name (see npm glsl-shader-name)\",l=\"unknown type\";void 0!==r&&(l=r===a.FRAGMENT_SHADER?\"fragment\":\"vertex\");for(var c=n(\"Error compiling %s shader %s:\\n\",l,s),u=n(\"%s%s\",c,t),h=t.split(\"\\n\"),f={},p=0;p<h.length;p++){var d=h[p];if(\"\"!==d&&\"\\0\"!==d){var g=parseInt(d.split(\":\")[2]);if(isNaN(g))throw new Error(n(\"Could not parse error: %s\",d));f[g]=d}}for(var v=o(e).split(\"\\n\"),p=0;p<v.length;p++)if(f[p+3]||f[p+2]||f[p+1]){var m=v[p];if(c+=m+\"\\n\",f[p+1]){var y=f[p+1];y=y.substr(y.split(\":\",3).join(\":\").length+1).trim(),c+=n(\"^^^ %s\\n\\n\",y)}}return{long:c.trim(),short:u.trim()}}},{\"add-line-numbers\":64,\"gl-constants/lookup\":249,\"glsl-shader-name\":403,\"sprintf-js\":527}],254:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=t.gl,n=o(r,l.vertex,l.fragment),a=o(r,l.pickVertex,l.pickFragment),i=s(r),u=s(r),h=s(r),f=s(r),p=new c(t,n,a,i,u,h,f);return p.update(e),t.addObject(p),p};var n=t(\"binary-search-bounds\"),a=t(\"iota-array\"),i=t(\"typedarray-pool\"),o=t(\"gl-shader\"),s=t(\"gl-buffer\"),l=t(\"./lib/shaders\");function c(t,e,r,n,a,i,o){this.plot=t,this.shader=e,this.pickShader=r,this.positionBuffer=n,this.weightBuffer=a,this.colorBuffer=i,this.idBuffer=o,this.xData=[],this.yData=[],this.shape=[0,0],this.bounds=[1/0,1/0,-1/0,-1/0],this.pickOffset=0}var u,h=c.prototype,f=[0,0,1,0,0,1,1,0,1,1,0,1];h.draw=(u=[1,0,0,0,1,0,0,0,1],function(){var t=this.plot,e=this.shader,r=this.bounds,n=this.numVertices;if(!(n<=0)){var a=t.gl,i=t.dataBox,o=r[2]-r[0],s=r[3]-r[1],l=i[2]-i[0],c=i[3]-i[1];u[0]=2*o/l,u[4]=2*s/c,u[6]=2*(r[0]-i[0])/l-1,u[7]=2*(r[1]-i[1])/c-1,e.bind();var h=e.uniforms;h.viewTransform=u,h.shape=this.shape;var f=e.attributes;this.positionBuffer.bind(),f.position.pointer(),this.weightBuffer.bind(),f.weight.pointer(a.UNSIGNED_BYTE,!1),this.colorBuffer.bind(),f.color.pointer(a.UNSIGNED_BYTE,!0),a.drawArrays(a.TRIANGLES,0,n)}}),h.drawPick=function(){var t=[1,0,0,0,1,0,0,0,1],e=[0,0,0,0];return function(r){var n=this.plot,a=this.pickShader,i=this.bounds,o=this.numVertices;if(!(o<=0)){var s=n.gl,l=n.dataBox,c=i[2]-i[0],u=i[3]-i[1],h=l[2]-l[0],f=l[3]-l[1];t[0]=2*c/h,t[4]=2*u/f,t[6]=2*(i[0]-l[0])/h-1,t[7]=2*(i[1]-l[1])/f-1;for(var p=0;p<4;++p)e[p]=r>>8*p&255;this.pickOffset=r,a.bind();var d=a.uniforms;d.viewTransform=t,d.pickOffset=e,d.shape=this.shape;var g=a.attributes;return this.positionBuffer.bind(),g.position.pointer(),this.weightBuffer.bind(),g.weight.pointer(s.UNSIGNED_BYTE,!1),this.idBuffer.bind(),g.pickId.pointer(s.UNSIGNED_BYTE,!1),s.drawArrays(s.TRIANGLES,0,o),r+this.shape[0]*this.shape[1]}}}(),h.pick=function(t,e,r){var n=this.pickOffset,a=this.shape[0]*this.shape[1];if(r<n||r>=n+a)return null;var i=r-n,o=this.xData,s=this.yData;return{object:this,pointId:i,dataCoord:[o[i%this.shape[0]],s[i/this.shape[0]|0]]}},h.update=function(t){var e=(t=t||{}).shape||[0,0],r=t.x||a(e[0]),o=t.y||a(e[1]),s=t.z||new Float32Array(e[0]*e[1]);this.xData=r,this.yData=o;var l=t.colorLevels||[0],c=t.colorValues||[0,0,0,1],u=l.length,h=this.bounds,p=h[0]=r[0],d=h[1]=o[0],g=1/((h[2]=r[r.length-1])-p),v=1/((h[3]=o[o.length-1])-d),m=e[0],y=e[1];this.shape=[m,y];var x=(m-1)*(y-1)*(f.length>>>1);this.numVertices=x;for(var b=i.mallocUint8(4*x),_=i.mallocFloat32(2*x),w=i.mallocUint8(2*x),k=i.mallocUint32(x),T=0,M=0;M<y-1;++M)for(var A=v*(o[M]-d),S=v*(o[M+1]-d),E=0;E<m-1;++E)for(var L=g*(r[E]-p),C=g*(r[E+1]-p),P=0;P<f.length;P+=2){var O,z,I,D,R=f[P],F=f[P+1],B=s[(M+F)*m+(E+R)],N=n.le(l,B);if(N<0)O=c[0],z=c[1],I=c[2],D=c[3];else if(N===u-1)O=c[4*u-4],z=c[4*u-3],I=c[4*u-2],D=c[4*u-1];else{var j=(B-l[N])/(l[N+1]-l[N]),V=1-j,U=4*N,q=4*(N+1);O=V*c[U]+j*c[q],z=V*c[U+1]+j*c[q+1],I=V*c[U+2]+j*c[q+2],D=V*c[U+3]+j*c[q+3]}b[4*T]=255*O,b[4*T+1]=255*z,b[4*T+2]=255*I,b[4*T+3]=255*D,_[2*T]=.5*L+.5*C,_[2*T+1]=.5*A+.5*S,w[2*T]=R,w[2*T+1]=F,k[T]=M*m+E,T+=1}this.positionBuffer.update(_),this.weightBuffer.update(w),this.colorBuffer.update(b),this.idBuffer.update(k),i.free(_),i.free(b),i.free(w),i.free(k)},h.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.positionBuffer.dispose(),this.weightBuffer.dispose(),this.colorBuffer.dispose(),this.idBuffer.dispose(),this.plot.removeObject(this)}},{\"./lib/shaders\":255,\"binary-search-bounds\":256,\"gl-buffer\":244,\"gl-shader\":304,\"iota-array\":418,\"typedarray-pool\":544}],255:[function(t,e,r){\"use strict\";var n=t(\"glslify\");e.exports={fragment:n([\"precision lowp float;\\n#define GLSLIFY 1\\nvarying vec4 fragColor;\\nvoid main() {\\n  gl_FragColor = vec4(fragColor.rgb * fragColor.a, fragColor.a);\\n}\\n\"]),vertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 color;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  fragColor = color;\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"]),pickFragment:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nuniform vec2 shape;\\nuniform vec4 pickOffset;\\n\\nvoid main() {\\n  vec2 d = step(.5, vWeight);\\n  vec4 id = fragId + pickOffset;\\n  id.x += d.x + d.y*shape.x;\\n\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  gl_FragColor = id/255.;\\n}\\n\"]),pickVertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nvoid main() {\\n  vWeight = weight;\\n\\n  fragId = pickId;\\n\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"])}},{glslify:411}],256:[function(t,e,r){arguments[4][113][0].apply(r,arguments)},{dup:113}],257:[function(t,e,r){var n=t(\"glslify\"),a=t(\"gl-shader\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, nextPosition;\\nattribute float arcLength, lineWidth;\\nattribute vec4 color;\\n\\nuniform vec2 screenShape;\\nuniform float pixelRatio;\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 fragColor;\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  vec4 startPoint = project(position);\\n  vec4 endPoint   = project(nextPosition);\\n\\n  vec2 A = startPoint.xy / startPoint.w;\\n  vec2 B =   endPoint.xy /   endPoint.w;\\n\\n  float clipAngle = atan(\\n    (B.y - A.y) * screenShape.y,\\n    (B.x - A.x) * screenShape.x\\n  );\\n\\n  vec2 offset = 0.5 * pixelRatio * lineWidth * vec2(\\n    sin(clipAngle),\\n    -cos(clipAngle)\\n  ) / screenShape;\\n\\n  gl_Position = vec4(startPoint.xy + startPoint.w * offset, startPoint.zw);\\n\\n  worldPosition = position;\\n  pixelArcLength = arcLength;\\n  fragColor = color;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3      clipBounds[2];\\nuniform sampler2D dashTexture;\\nuniform float     dashScale;\\nuniform float     opacity;\\n\\nvarying vec3    worldPosition;\\nvarying float   pixelArcLength;\\nvarying vec4    fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], worldPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  float dashWeight = texture2D(dashTexture, vec2(dashScale * pixelArcLength, 0)).r;\\n  if(dashWeight < 0.5) {\\n    discard;\\n  }\\n  gl_FragColor = fragColor * opacity;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\n#define FLOAT_MAX  1.70141184e38\\n#define FLOAT_MIN  1.17549435e-38\\n\\nlowp vec4 encode_float_1604150559(highp float v) {\\n  highp float av = abs(v);\\n\\n  //Handle special cases\\n  if(av < FLOAT_MIN) {\\n    return vec4(0.0, 0.0, 0.0, 0.0);\\n  } else if(v > FLOAT_MAX) {\\n    return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\\n  } else if(v < -FLOAT_MAX) {\\n    return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\\n  }\\n\\n  highp vec4 c = vec4(0,0,0,0);\\n\\n  //Compute exponent and mantissa\\n  highp float e = floor(log2(av));\\n  highp float m = av * pow(2.0, -e) - 1.0;\\n  \\n  //Unpack mantissa\\n  c[1] = floor(128.0 * m);\\n  m -= c[1] / 128.0;\\n  c[2] = floor(32768.0 * m);\\n  m -= c[2] / 32768.0;\\n  c[3] = floor(8388608.0 * m);\\n  \\n  //Unpack exponent\\n  highp float ebias = e + 127.0;\\n  c[0] = floor(ebias / 2.0);\\n  ebias -= c[0] * 2.0;\\n  c[1] += floor(ebias) * 128.0; \\n\\n  //Unpack sign bit\\n  c[0] += 128.0 * step(0.0, -v);\\n\\n  //Scale back to range\\n  return c / 255.0;\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform float pickId;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], worldPosition)) discard;\\n\\n  gl_FragColor = vec4(pickId/255.0, encode_float_1604150559(pixelArcLength).xyz);\\n}\"]),l=[{name:\"position\",type:\"vec3\"},{name:\"nextPosition\",type:\"vec3\"},{name:\"arcLength\",type:\"float\"},{name:\"lineWidth\",type:\"float\"},{name:\"color\",type:\"vec4\"}];r.createShader=function(t){return a(t,i,o,null,l)},r.createPickShader=function(t){return a(t,i,s,null,l)}},{\"gl-shader\":304,glslify:411}],258:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl||t.scene&&t.scene.gl,r=u(e);r.attributes.position.location=0,r.attributes.nextPosition.location=1,r.attributes.arcLength.location=2,r.attributes.lineWidth.location=3,r.attributes.color.location=4;var o=h(e);o.attributes.position.location=0,o.attributes.nextPosition.location=1,o.attributes.arcLength.location=2,o.attributes.lineWidth.location=3,o.attributes.color.location=4;for(var s=n(e),c=a(e,[{buffer:s,size:3,offset:0,stride:48},{buffer:s,size:3,offset:12,stride:48},{buffer:s,size:1,offset:24,stride:48},{buffer:s,size:1,offset:28,stride:48},{buffer:s,size:4,offset:32,stride:48}]),f=l(new Array(1024),[256,1,4]),p=0;p<1024;++p)f.data[p]=255;var d=i(e,f);d.wrap=e.REPEAT;var g=new v(e,r,o,s,c,d);return g.update(t),g};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"gl-texture2d\"),o=t(\"glsl-read-float\"),s=t(\"binary-search-bounds\"),l=t(\"ndarray\"),c=t(\"./lib/shaders\"),u=c.createShader,h=c.createPickShader,f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function p(t,e){for(var r=0,n=0;n<3;++n){var a=t[n]-e[n];r+=a*a}return Math.sqrt(r)}function d(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r<3;++r)e[0][r]=Math.max(t[0][r],e[0][r]),e[1][r]=Math.min(t[1][r],e[1][r]);return e}function g(t,e,r,n){this.arcLength=t,this.position=e,this.index=r,this.dataCoordinate=n}function v(t,e,r,n,a,i){this.gl=t,this.shader=e,this.pickShader=r,this.buffer=n,this.vao=a,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.points=[],this.arcLength=[],this.vertexCount=0,this.bounds=[[0,0,0],[0,0,0]],this.pickId=0,this.lineWidth=1,this.texture=i,this.dashScale=1,this.opacity=1,this.hasAlpha=!1,this.dirty=!0,this.pixelRatio=1}var m=v.prototype;m.isTransparent=function(){return this.hasAlpha},m.isOpaque=function(){return!this.hasAlpha},m.pickSlots=1,m.setPickBase=function(t){this.pickId=t},m.drawTransparent=m.draw=function(t){if(this.vertexCount){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||f,view:t.view||f,projection:t.projection||f,clipBounds:d(this.clipBounds),dashTexture:this.texture.bind(),dashScale:this.dashScale/this.arcLength[this.arcLength.length-1],opacity:this.opacity,screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},m.drawPick=function(t){if(this.vertexCount){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||f,view:t.view||f,projection:t.projection||f,pickId:this.pickId,clipBounds:d(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},m.update=function(t){var e,r;this.dirty=!0;var n=!!t.connectGaps;\"dashScale\"in t&&(this.dashScale=t.dashScale),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var a=[],i=[],o=[],c=0,u=0,h=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],f=t.position||t.positions;if(f){var d=t.color||t.colors||[0,0,0,1],g=t.lineWidth||1,v=!1;t:for(e=1;e<f.length;++e){var m,y,x,b=f[e-1],_=f[e];for(i.push(c),o.push(b.slice()),r=0;r<3;++r){if(isNaN(b[r])||isNaN(_[r])||!isFinite(b[r])||!isFinite(_[r])){if(!n&&a.length>0){for(var w=0;w<24;++w)a.push(a[a.length-12]);u+=2,v=!0}continue t}h[0][r]=Math.min(h[0][r],b[r],_[r]),h[1][r]=Math.max(h[1][r],b[r],_[r])}Array.isArray(d[0])?(m=d.length>e-1?d[e-1]:d.length>0?d[d.length-1]:[0,0,0,1],y=d.length>e?d[e]:d.length>0?d[d.length-1]:[0,0,0,1]):m=y=d,3===m.length&&(m=[m[0],m[1],m[2],1]),3===y.length&&(y=[y[0],y[1],y[2],1]),!this.hasAlpha&&m[3]<1&&(this.hasAlpha=!0),x=Array.isArray(g)?g.length>e-1?g[e-1]:g.length>0?g[g.length-1]:[0,0,0,1]:g;var k=c;if(c+=p(b,_),v){for(r=0;r<2;++r)a.push(b[0],b[1],b[2],_[0],_[1],_[2],k,x,m[0],m[1],m[2],m[3]);u+=2,v=!1}a.push(b[0],b[1],b[2],_[0],_[1],_[2],k,x,m[0],m[1],m[2],m[3],b[0],b[1],b[2],_[0],_[1],_[2],k,-x,m[0],m[1],m[2],m[3],_[0],_[1],_[2],b[0],b[1],b[2],c,-x,y[0],y[1],y[2],y[3],_[0],_[1],_[2],b[0],b[1],b[2],c,x,y[0],y[1],y[2],y[3]),u+=4}}if(this.buffer.update(a),i.push(c),o.push(f[f.length-1].slice()),this.bounds=h,this.vertexCount=u,this.points=o,this.arcLength=i,\"dashes\"in t){var T=t.dashes.slice();for(T.unshift(0),e=1;e<T.length;++e)T[e]=T[e-1]+T[e];var M=l(new Array(1024),[256,1,4]);for(e=0;e<256;++e){for(r=0;r<4;++r)M.set(e,0,r,0);1&s.le(T,T[T.length-1]*e/255)?M.set(e,0,0,0):M.set(e,0,0,255)}this.texture.setPixels(M)}},m.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()},m.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=o(t.value[0],t.value[1],t.value[2],0),r=s.le(this.arcLength,e);if(r<0)return null;if(r===this.arcLength.length-1)return new g(this.arcLength[this.arcLength.length-1],this.points[this.points.length-1].slice(),r);for(var n=this.points[r],a=this.points[Math.min(r+1,this.points.length-1)],i=(e-this.arcLength[r])/(this.arcLength[r+1]-this.arcLength[r]),l=1-i,c=[0,0,0],u=0;u<3;++u)c[u]=l*n[u]+i*a[u];var h=Math.min(i<.5?r:r+1,this.points.length-1);return new g(e,c,h,this.points[h])}},{\"./lib/shaders\":257,\"binary-search-bounds\":259,\"gl-buffer\":244,\"gl-texture2d\":324,\"gl-vao\":329,\"glsl-read-float\":402,ndarray:452}],259:[function(t,e,r){arguments[4][113][0].apply(r,arguments)},{dup:113}],260:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],a=e[2],i=e[3],o=r*i-a*n;return o?(o=1/o,t[0]=i*o,t[1]=-n*o,t[2]=-a*o,t[3]=r*o,t):null}},{}],261:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],a=e[2],i=e[3],o=e[4],s=e[5],l=e[6],c=e[7],u=e[8],h=u*o-s*c,f=-u*i+s*l,p=c*i-o*l,d=r*h+n*f+a*p;return d?(d=1/d,t[0]=h*d,t[1]=(-u*n+a*c)*d,t[2]=(s*n-a*o)*d,t[3]=f*d,t[4]=(u*r-a*l)*d,t[5]=(-s*r+a*i)*d,t[6]=p*d,t[7]=(-c*r+n*l)*d,t[8]=(o*r-n*i)*d,t):null}},{}],262:[function(t,e,r){e.exports=function(t){var e=new Float32Array(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e}},{}],263:[function(t,e,r){e.exports=function(){var t=new Float32Array(16);return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],264:[function(t,e,r){e.exports=function(t){var e=t[0],r=t[1],n=t[2],a=t[3],i=t[4],o=t[5],s=t[6],l=t[7],c=t[8],u=t[9],h=t[10],f=t[11],p=t[12],d=t[13],g=t[14],v=t[15];return(e*o-r*i)*(h*v-f*g)-(e*s-n*i)*(u*v-f*d)+(e*l-a*i)*(u*g-h*d)+(r*s-n*o)*(c*v-f*p)-(r*l-a*o)*(c*g-h*p)+(n*l-a*s)*(c*d-u*p)}},{}],265:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],a=e[2],i=e[3],o=r+r,s=n+n,l=a+a,c=r*o,u=n*o,h=n*s,f=a*o,p=a*s,d=a*l,g=i*o,v=i*s,m=i*l;return t[0]=1-h-d,t[1]=u+m,t[2]=f-v,t[3]=0,t[4]=u-m,t[5]=1-c-d,t[6]=p+g,t[7]=0,t[8]=f+v,t[9]=p-g,t[10]=1-c-h,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],266:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],a=e[1],i=e[2],o=e[3],s=n+n,l=a+a,c=i+i,u=n*s,h=n*l,f=n*c,p=a*l,d=a*c,g=i*c,v=o*s,m=o*l,y=o*c;return t[0]=1-(p+g),t[1]=h+y,t[2]=f-m,t[3]=0,t[4]=h-y,t[5]=1-(u+g),t[6]=d+v,t[7]=0,t[8]=f+m,t[9]=d-v,t[10]=1-(u+p),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t}},{}],267:[function(t,e,r){e.exports=function(t){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],268:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],a=e[2],i=e[3],o=e[4],s=e[5],l=e[6],c=e[7],u=e[8],h=e[9],f=e[10],p=e[11],d=e[12],g=e[13],v=e[14],m=e[15],y=r*s-n*o,x=r*l-a*o,b=r*c-i*o,_=n*l-a*s,w=n*c-i*s,k=a*c-i*l,T=u*g-h*d,M=u*v-f*d,A=u*m-p*d,S=h*v-f*g,E=h*m-p*g,L=f*m-p*v,C=y*L-x*E+b*S+_*A-w*M+k*T;if(!C)return null;return C=1/C,t[0]=(s*L-l*E+c*S)*C,t[1]=(a*E-n*L-i*S)*C,t[2]=(g*k-v*w+m*_)*C,t[3]=(f*w-h*k-p*_)*C,t[4]=(l*A-o*L-c*M)*C,t[5]=(r*L-a*A+i*M)*C,t[6]=(v*b-d*k-m*x)*C,t[7]=(u*k-f*b+p*x)*C,t[8]=(o*E-s*A+c*T)*C,t[9]=(n*A-r*E-i*T)*C,t[10]=(d*w-g*b+m*y)*C,t[11]=(h*b-u*w-p*y)*C,t[12]=(s*M-o*S-l*T)*C,t[13]=(r*S-n*M+a*T)*C,t[14]=(g*x-d*_-v*y)*C,t[15]=(u*_-h*x+f*y)*C,t}},{}],269:[function(t,e,r){var n=t(\"./identity\");e.exports=function(t,e,r,a){var i,o,s,l,c,u,h,f,p,d,g=e[0],v=e[1],m=e[2],y=a[0],x=a[1],b=a[2],_=r[0],w=r[1],k=r[2];if(Math.abs(g-_)<1e-6&&Math.abs(v-w)<1e-6&&Math.abs(m-k)<1e-6)return n(t);h=g-_,f=v-w,p=m-k,d=1/Math.sqrt(h*h+f*f+p*p),i=x*(p*=d)-b*(f*=d),o=b*(h*=d)-y*p,s=y*f-x*h,(d=Math.sqrt(i*i+o*o+s*s))?(i*=d=1/d,o*=d,s*=d):(i=0,o=0,s=0);l=f*s-p*o,c=p*i-h*s,u=h*o-f*i,(d=Math.sqrt(l*l+c*c+u*u))?(l*=d=1/d,c*=d,u*=d):(l=0,c=0,u=0);return t[0]=i,t[1]=l,t[2]=h,t[3]=0,t[4]=o,t[5]=c,t[6]=f,t[7]=0,t[8]=s,t[9]=u,t[10]=p,t[11]=0,t[12]=-(i*g+o*v+s*m),t[13]=-(l*g+c*v+u*m),t[14]=-(h*g+f*v+p*m),t[15]=1,t}},{\"./identity\":267}],270:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],a=e[1],i=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],h=e[8],f=e[9],p=e[10],d=e[11],g=e[12],v=e[13],m=e[14],y=e[15],x=r[0],b=r[1],_=r[2],w=r[3];return t[0]=x*n+b*s+_*h+w*g,t[1]=x*a+b*l+_*f+w*v,t[2]=x*i+b*c+_*p+w*m,t[3]=x*o+b*u+_*d+w*y,x=r[4],b=r[5],_=r[6],w=r[7],t[4]=x*n+b*s+_*h+w*g,t[5]=x*a+b*l+_*f+w*v,t[6]=x*i+b*c+_*p+w*m,t[7]=x*o+b*u+_*d+w*y,x=r[8],b=r[9],_=r[10],w=r[11],t[8]=x*n+b*s+_*h+w*g,t[9]=x*a+b*l+_*f+w*v,t[10]=x*i+b*c+_*p+w*m,t[11]=x*o+b*u+_*d+w*y,x=r[12],b=r[13],_=r[14],w=r[15],t[12]=x*n+b*s+_*h+w*g,t[13]=x*a+b*l+_*f+w*v,t[14]=x*i+b*c+_*p+w*m,t[15]=x*o+b*u+_*d+w*y,t}},{}],271:[function(t,e,r){e.exports=function(t,e,r,n,a,i,o){var s=1/(e-r),l=1/(n-a),c=1/(i-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*c,t[11]=0,t[12]=(e+r)*s,t[13]=(a+n)*l,t[14]=(o+i)*c,t[15]=1,t}},{}],272:[function(t,e,r){e.exports=function(t,e,r,n,a){var i=1/Math.tan(e/2),o=1/(n-a);return t[0]=i/r,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=i,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=(a+n)*o,t[11]=-1,t[12]=0,t[13]=0,t[14]=2*a*n*o,t[15]=0,t}},{}],273:[function(t,e,r){e.exports=function(t,e,r,n){var a,i,o,s,l,c,u,h,f,p,d,g,v,m,y,x,b,_,w,k,T,M,A,S,E=n[0],L=n[1],C=n[2],P=Math.sqrt(E*E+L*L+C*C);if(Math.abs(P)<1e-6)return null;E*=P=1/P,L*=P,C*=P,a=Math.sin(r),i=Math.cos(r),o=1-i,s=e[0],l=e[1],c=e[2],u=e[3],h=e[4],f=e[5],p=e[6],d=e[7],g=e[8],v=e[9],m=e[10],y=e[11],x=E*E*o+i,b=L*E*o+C*a,_=C*E*o-L*a,w=E*L*o-C*a,k=L*L*o+i,T=C*L*o+E*a,M=E*C*o+L*a,A=L*C*o-E*a,S=C*C*o+i,t[0]=s*x+h*b+g*_,t[1]=l*x+f*b+v*_,t[2]=c*x+p*b+m*_,t[3]=u*x+d*b+y*_,t[4]=s*w+h*k+g*T,t[5]=l*w+f*k+v*T,t[6]=c*w+p*k+m*T,t[7]=u*w+d*k+y*T,t[8]=s*M+h*A+g*S,t[9]=l*M+f*A+v*S,t[10]=c*M+p*A+m*S,t[11]=u*M+d*A+y*S,e!==t&&(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t}},{}],274:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),a=Math.cos(r),i=e[4],o=e[5],s=e[6],l=e[7],c=e[8],u=e[9],h=e[10],f=e[11];e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[4]=i*a+c*n,t[5]=o*a+u*n,t[6]=s*a+h*n,t[7]=l*a+f*n,t[8]=c*a-i*n,t[9]=u*a-o*n,t[10]=h*a-s*n,t[11]=f*a-l*n,t}},{}],275:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),a=Math.cos(r),i=e[0],o=e[1],s=e[2],l=e[3],c=e[8],u=e[9],h=e[10],f=e[11];e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=i*a-c*n,t[1]=o*a-u*n,t[2]=s*a-h*n,t[3]=l*a-f*n,t[8]=i*n+c*a,t[9]=o*n+u*a,t[10]=s*n+h*a,t[11]=l*n+f*a,t}},{}],276:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),a=Math.cos(r),i=e[0],o=e[1],s=e[2],l=e[3],c=e[4],u=e[5],h=e[6],f=e[7];e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=i*a+c*n,t[1]=o*a+u*n,t[2]=s*a+h*n,t[3]=l*a+f*n,t[4]=c*a-i*n,t[5]=u*a-o*n,t[6]=h*a-s*n,t[7]=f*a-l*n,t}},{}],277:[function(t,e,r){e.exports=function(t,e,r){var n=r[0],a=r[1],i=r[2];return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*a,t[5]=e[5]*a,t[6]=e[6]*a,t[7]=e[7]*a,t[8]=e[8]*i,t[9]=e[9]*i,t[10]=e[10]*i,t[11]=e[11]*i,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},{}],278:[function(t,e,r){e.exports=function(t,e,r){var n,a,i,o,s,l,c,u,h,f,p,d,g=r[0],v=r[1],m=r[2];e===t?(t[12]=e[0]*g+e[4]*v+e[8]*m+e[12],t[13]=e[1]*g+e[5]*v+e[9]*m+e[13],t[14]=e[2]*g+e[6]*v+e[10]*m+e[14],t[15]=e[3]*g+e[7]*v+e[11]*m+e[15]):(n=e[0],a=e[1],i=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],h=e[8],f=e[9],p=e[10],d=e[11],t[0]=n,t[1]=a,t[2]=i,t[3]=o,t[4]=s,t[5]=l,t[6]=c,t[7]=u,t[8]=h,t[9]=f,t[10]=p,t[11]=d,t[12]=n*g+s*v+h*m+e[12],t[13]=a*g+l*v+f*m+e[13],t[14]=i*g+c*v+p*m+e[14],t[15]=o*g+u*v+d*m+e[15]);return t}},{}],279:[function(t,e,r){e.exports=function(t,e){if(t===e){var r=e[1],n=e[2],a=e[3],i=e[6],o=e[7],s=e[11];t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=r,t[6]=e[9],t[7]=e[13],t[8]=n,t[9]=i,t[11]=e[14],t[12]=a,t[13]=o,t[14]=s}else t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},{}],280:[function(t,e,r){\"use strict\";e.exports=function(t,e){switch(e.length){case 0:break;case 1:t[0]=1/e[0];break;case 4:n(t,e);break;case 9:a(t,e);break;case 16:i(t,e);break;default:throw new Error(\"currently supports matrices up to 4x4\")}return t};var n=t(\"gl-mat2/invert\"),a=t(\"gl-mat3/invert\"),i=t(\"gl-mat4/invert\")},{\"gl-mat2/invert\":260,\"gl-mat3/invert\":261,\"gl-mat4/invert\":268}],281:[function(t,e,r){\"use strict\";var n=t(\"barycentric\"),a=t(\"polytope-closest-point/lib/closest_point_2d.js\");function i(t,e){for(var r=[0,0,0,0],n=0;n<4;++n)for(var a=0;a<4;++a)r[a]+=t[4*n+a]*e[n];return r}function o(t,e,r,n,a){for(var o=i(n,i(r,i(e,[t[0],t[1],t[2],1]))),s=0;s<3;++s)o[s]/=o[3];return[.5*a[0]*(1+o[0]),.5*a[1]*(1-o[1])]}e.exports=function(t,e,r,i,s,l){if(1===t.length)return[0,t[0].slice()];for(var c=new Array(t.length),u=0;u<t.length;++u)c[u]=o(t[u],r,i,s,l);for(var h=0,f=1/0,u=0;u<c.length;++u){for(var p=0,d=0;d<2;++d)p+=Math.pow(c[u][d]-e[d],2);p<f&&(f=p,h=u)}for(var g=function(t,e){if(2===t.length){for(var r=0,i=0,o=0;o<2;++o)r+=Math.pow(e[o]-t[0][o],2),i+=Math.pow(e[o]-t[1][o],2);return r=Math.sqrt(r),i=Math.sqrt(i),r+i<1e-6?[1,0]:[i/(r+i),r/(i+r)]}if(3===t.length){var s=[0,0];return a(t[0],t[1],t[2],e,s),n(t,s)}return[]}(c,e),v=0,u=0;u<3;++u){if(g[u]<-.001||g[u]>1.0001)return null;v+=g[u]}if(Math.abs(v-1)>.001)return null;return[h,function(t,e){for(var r=[0,0,0],n=0;n<t.length;++n)for(var a=t[n],i=e[n],o=0;o<3;++o)r[o]+=i*a[o];return r}(t,g),g]}},{barycentric:75,\"polytope-closest-point/lib/closest_point_2d.js\":483}],282:[function(t,e,r){var n=t(\"glslify\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, normal;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model\\n           , view\\n           , projection\\n           , inverseModel;\\nuniform vec3 eyePosition\\n           , lightPosition;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  gl_Position      = project(position);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * vec4(position , 1.0);\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal  = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  f_color          = color;\\n  f_data           = position;\\n  f_uv             = uv;\\n}\\n\"]),i=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\n//#pragma glslify: beckmann = require(glsl-specular-beckmann) // used in gl-surface3d\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness\\n            , fresnel\\n            , kambient\\n            , kdiffuse\\n            , kspecular;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (f_color.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], f_data)\\n  ) discard;\\n\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  //float specular = max(0.0, beckmann(L, V, N, roughness)); // used in gl-surface3d\\n\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = vec4(f_color.rgb, 1.0) * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * f_color.a;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_color = color;\\n  f_data  = position;\\n  f_uv    = uv;\\n}\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_data)) discard;\\n\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\nattribute float pointSize;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0 ,0.0 ,0.0);\\n  } else {\\n    gl_Position = projection * view * model * vec4(position, 1.0);\\n  }\\n  gl_PointSize = pointSize;\\n  f_color = color;\\n  f_uv = uv;\\n}\"]),c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  vec2 pointR = gl_PointCoord.xy - vec2(0.5, 0.5);\\n  if(dot(pointR, pointR) > 0.25) {\\n    discard;\\n  }\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_id        = id;\\n  f_position  = position;\\n}\"]),h=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]),f=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3  position;\\nattribute float pointSize;\\nattribute vec4  id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0, 0.0, 0.0);\\n  } else {\\n    gl_Position  = projection * view * model * vec4(position, 1.0);\\n    gl_PointSize = pointSize;\\n  }\\n  f_id         = id;\\n  f_position   = position;\\n}\"]),p=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n}\"]),d=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec3 contourColor;\\n\\nvoid main() {\\n  gl_FragColor = vec4(contourColor, 1.0);\\n}\\n\"]);r.meshShader={vertex:a,fragment:i,attributes:[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.wireShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.pointShader={vertex:l,fragment:c,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"pointSize\",type:\"float\"}]},r.pickShader={vertex:u,fragment:h,attributes:[{name:\"position\",type:\"vec3\"},{name:\"id\",type:\"vec4\"}]},r.pointPickShader={vertex:f,fragment:h,attributes:[{name:\"position\",type:\"vec3\"},{name:\"pointSize\",type:\"float\"},{name:\"id\",type:\"vec4\"}]},r.contourShader={vertex:p,fragment:d,attributes:[{name:\"position\",type:\"vec3\"}]}},{glslify:411}],283:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),a=t(\"gl-buffer\"),i=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"normals\"),l=t(\"gl-mat4/multiply\"),c=t(\"gl-mat4/invert\"),u=t(\"ndarray\"),h=t(\"colormap\"),f=t(\"simplicial-complex-contour\"),p=t(\"typedarray-pool\"),d=t(\"./lib/shaders\"),g=t(\"./lib/closest-point\"),v=d.meshShader,m=d.wireShader,y=d.pointShader,x=d.pickShader,b=d.pointPickShader,_=d.contourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function k(t,e,r,n,a,i,o,s,l,c,u,h,f,p,d,g,v,m,y,x,b,_,k,T,M,A,S){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.lineShader=n,this.pointShader=a,this.pickShader=i,this.pointPickShader=o,this.contourShader=s,this.trianglePositions=l,this.triangleColors=u,this.triangleNormals=f,this.triangleUVs=h,this.triangleIds=c,this.triangleVAO=p,this.triangleCount=0,this.lineWidth=1,this.edgePositions=d,this.edgeColors=v,this.edgeUVs=m,this.edgeIds=g,this.edgeVAO=y,this.edgeCount=0,this.pointPositions=x,this.pointColors=_,this.pointUVs=k,this.pointSizes=T,this.pointIds=b,this.pointVAO=M,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=A,this.contourVAO=S,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.hasAlpha=!1,this.opacityscale=!1,this._model=w,this._view=w,this._projection=w,this._resolution=[1,1]}var T=k.prototype;function M(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}function A(t){var e=n(t,y.vertex,y.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.pointSize.location=4,e}function S(t){var e=n(t,x.vertex,x.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e}function E(t){var e=n(t,b.vertex,b.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function L(t){var e=n(t,_.vertex,_.fragment);return e.attributes.position.location=0,e}T.isOpaque=function(){return!this.hasAlpha},T.isTransparent=function(){return this.hasAlpha},T.pickSlots=1,T.setPickBase=function(t){this.pickId=t},T.highlight=function(t){if(t&&this.contourEnable){for(var e=f(this.cells,this.intensity,t.intensity),r=e.cells,n=e.vertexIds,a=e.vertexWeights,i=r.length,o=p.mallocFloat32(6*i),s=0,l=0;l<i;++l)for(var c=r[l],u=0;u<2;++u){var h=c[0];2===c.length&&(h=c[u]);for(var d=n[h][0],g=n[h][1],v=a[h],m=1-v,y=this.positions[d],x=this.positions[g],b=0;b<3;++b)o[s++]=v*y[b]+m*x[b]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),p.free(o)}else this.contourCount=0},T.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"contourEnable\"in t&&(this.contourEnable=t.contourEnable),\"contourColor\"in t&&(this.contourColor=t.contourColor),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=t.opacity,this.opacity<1&&(this.hasAlpha=!0)),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale,this.hasAlpha=!0),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t,e){for(var r=h({colormap:t,nshades:256,format:\"rgba\"}),n=new Uint8Array(1024),a=0;a<256;++a){for(var i=r[a],o=0;o<3;++o)n[4*a+o]=i[o];n[4*a+3]=e?255*M(a/255,e):255*i[3]}return u(n,[256,256,4],[4,0,1])}(t.colormap,this.opacityscale)),this.texture.generateMipmap());var r=t.cells,n=t.positions;if(n&&r){var a=[],i=[],l=[],c=[],f=[],p=[],d=[],g=[],v=[],m=[],y=[],x=[],b=[],_=[];this.cells=r,this.positions=n;var w=t.vertexNormals,k=t.cellNormals,T=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,A=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&&!k&&(k=s.faceNormals(r,n,A)),k||w||(w=s.vertexNormals(r,n,T));var S=t.vertexColors,E=t.cellColors,L=t.meshColor||[1,1,1,1],C=t.vertexUVs,P=t.vertexIntensity,O=t.cellUVs,z=t.cellIntensity,I=1/0,D=-1/0;if(!C&&!O)if(P)if(t.vertexIntensityBounds)I=+t.vertexIntensityBounds[0],D=+t.vertexIntensityBounds[1];else for(var R=0;R<P.length;++R){var F=P[R];I=Math.min(I,F),D=Math.max(D,F)}else if(z)if(t.cellIntensityBounds)I=+t.cellIntensityBounds[0],D=+t.cellIntensityBounds[1];else for(R=0;R<z.length;++R){F=z[R];I=Math.min(I,F),D=Math.max(D,F)}else for(R=0;R<n.length;++R){F=n[R][2];I=Math.min(I,F),D=Math.max(D,F)}this.intensity=P||(z?function(t,e,r){for(var n=new Array(e),a=0;a<e;++a)n[a]=0;var i=t.length;for(a=0;a<i;++a)for(var o=t[a],s=0;s<o.length;++s)n[o[s]]=r[a];return n}(r,n.length,z):function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n));var B=t.pointSizes,N=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(R=0;R<n.length;++R)for(var j=n[R],V=0;V<3;++V)!isNaN(j[V])&&isFinite(j[V])&&(this.bounds[0][V]=Math.min(this.bounds[0][V],j[V]),this.bounds[1][V]=Math.max(this.bounds[1][V],j[V]));var U=0,q=0,H=0;t:for(R=0;R<r.length;++R){var G=r[R];switch(G.length){case 1:for(j=n[W=G[0]],V=0;V<3;++V)if(isNaN(j[V])||!isFinite(j[V]))continue t;m.push(j[0],j[1],j[2]),X=S?S[W]:E?E[R]:L,this.opacityscale&&P?i.push(X[0],X[1],X[2],this.opacity*M((P[W]-I)/(D-I),this.opacityscale)):3===X.length?y.push(X[0],X[1],X[2],this.opacity):(y.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)),Z=C?C[W]:P?[(P[W]-I)/(D-I),0]:O?O[R]:z?[(z[R]-I)/(D-I),0]:[(j[2]-I)/(D-I),0],x.push(Z[0],Z[1]),B?b.push(B[W]):b.push(N),_.push(R),H+=1;break;case 2:for(V=0;V<2;++V){j=n[W=G[V]];for(var Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t}for(V=0;V<2;++V){j=n[W=G[V]];p.push(j[0],j[1],j[2]),X=S?S[W]:E?E[R]:L,this.opacityscale&&P?i.push(X[0],X[1],X[2],this.opacity*M((P[W]-I)/(D-I),this.opacityscale)):3===X.length?d.push(X[0],X[1],X[2],this.opacity):(d.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)),Z=C?C[W]:P?[(P[W]-I)/(D-I),0]:O?O[R]:z?[(z[R]-I)/(D-I),0]:[(j[2]-I)/(D-I),0],g.push(Z[0],Z[1]),v.push(R)}q+=1;break;case 3:for(V=0;V<3;++V)for(j=n[W=G[V]],Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t;for(V=0;V<3;++V){var W,X,Z,J;j=n[W=G[2-V]];a.push(j[0],j[1],j[2]),(X=S?S[W]:E?E[R]:L)?this.opacityscale&&P?i.push(X[0],X[1],X[2],this.opacity*M((P[W]-I)/(D-I),this.opacityscale)):3===X.length?i.push(X[0],X[1],X[2],this.opacity):(i.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)):i.push(.5,.5,.5,1),Z=C?C[W]:P?[(P[W]-I)/(D-I),0]:O?O[R]:z?[(z[R]-I)/(D-I),0]:[(j[2]-I)/(D-I),0],c.push(Z[0],Z[1]),J=w?w[W]:k[R],l.push(J[0],J[1],J[2]),f.push(R)}U+=1}}this.pointCount=H,this.edgeCount=q,this.triangleCount=U,this.pointPositions.update(m),this.pointColors.update(y),this.pointUVs.update(x),this.pointSizes.update(b),this.pointIds.update(new Uint32Array(_)),this.edgePositions.update(p),this.edgeColors.update(d),this.edgeUVs.update(g),this.edgeIds.update(new Uint32Array(v)),this.trianglePositions.update(a),this.triangleColors.update(i),this.triangleUVs.update(c),this.triangleNormals.update(l),this.triangleIds.update(new Uint32Array(f))}},T.drawTransparent=T.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,a=t.projection||w,i=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)i[0][o]=Math.max(i[0][o],this.clipBounds[0][o]),i[1][o]=Math.min(i[1][o],this.clipBounds[1][o]);var s={model:r,view:n,projection:a,inverseModel:w.slice(),clipBounds:i,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],contourColor:this.contourColor,texture:0};s.inverseModel=c(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);l(u,s.view,s.model),l(u,s.projection,u),c(u,u);for(o=0;o<3;++o)s.eyePosition[o]=u[12+o]/u[15];var h,f=u[15];for(o=0;o<3;++o)f+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];s.lightPosition[o]=p/f}this.triangleCount>0&&((h=this.triShader).bind(),h.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind());this.edgeCount>0&&this.lineWidth>0&&((h=this.lineShader).bind(),h.uniforms=s,this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind());this.pointCount>0&&((h=this.pointShader).bind(),h.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind());this.contourEnable&&this.contourCount>0&&this.contourLineWidth>0&&((h=this.contourShader).bind(),h.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind())},T.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,a=t.projection||w,i=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)i[0][o]=Math.max(i[0][o],this.clipBounds[0][o]),i[1][o]=Math.min(i[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(a),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s,l={model:r,view:n,projection:a,clipBounds:i,pickId:this.pickId/255};((s=this.pickShader).bind(),s.uniforms=l,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0)&&((s=this.pointPickShader).bind(),s.uniforms=l,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind())},T.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;for(var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions,a=new Array(r.length),i=0;i<r.length;++i)a[i]=n[r[i]];var o=g(a,[t.coord[0],this._resolution[1]-t.coord[1]],this._model,this._view,this._projection,this._resolution);if(!o)return null;var s=o[2],l=0;for(i=0;i<r.length;++i)l+=s[i]*this.intensity[r[i]];return{position:o[1],index:r[o[0]],cell:r,cellId:e,intensity:l,dataCoordinate:this.positions[r[o[0]]]}},T.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.lineShader.dispose(),this.pointShader.dispose(),this.pickShader.dispose(),this.pointPickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleNormals.dispose(),this.triangleIds.dispose(),this.edgeVAO.dispose(),this.edgePositions.dispose(),this.edgeColors.dispose(),this.edgeUVs.dispose(),this.edgeIds.dispose(),this.pointVAO.dispose(),this.pointPositions.dispose(),this.pointColors.dispose(),this.pointUVs.dispose(),this.pointSizes.dispose(),this.pointIds.dispose(),this.contourVAO.dispose(),this.contourPositions.dispose(),this.contourShader.dispose()},e.exports=function(t,e){if(1===arguments.length&&(t=(e=t).gl),!(t.getExtension(\"OES_standard_derivatives\")||t.getExtension(\"MOZ_OES_standard_derivatives\")||t.getExtension(\"WEBKIT_OES_standard_derivatives\")))throw new Error(\"derivatives not supported\");var r=function(t){var e=n(t,v.vertex,v.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.normal.location=4,e}(t),s=function(t){var e=n(t,m.vertex,m.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e}(t),l=A(t),c=S(t),h=E(t),f=L(t),p=o(t,u(new Uint8Array([255,255,255,255]),[1,1,4]));p.generateMipmap(),p.minFilter=t.LINEAR_MIPMAP_LINEAR,p.magFilter=t.LINEAR;var d=a(t),g=a(t),y=a(t),x=a(t),b=a(t),_=i(t,[{buffer:d,type:t.FLOAT,size:3},{buffer:b,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:g,type:t.FLOAT,size:4},{buffer:y,type:t.FLOAT,size:2},{buffer:x,type:t.FLOAT,size:3}]),w=a(t),T=a(t),M=a(t),C=a(t),P=i(t,[{buffer:w,type:t.FLOAT,size:3},{buffer:C,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:T,type:t.FLOAT,size:4},{buffer:M,type:t.FLOAT,size:2}]),O=a(t),z=a(t),I=a(t),D=a(t),R=a(t),F=i(t,[{buffer:O,type:t.FLOAT,size:3},{buffer:R,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:z,type:t.FLOAT,size:4},{buffer:I,type:t.FLOAT,size:2},{buffer:D,type:t.FLOAT,size:1}]),B=a(t),N=new k(t,p,r,s,l,c,h,f,d,b,g,y,x,_,w,C,T,M,P,O,R,z,I,D,F,B,i(t,[{buffer:B,type:t.FLOAT,size:3}]));return N.update(e),N}},{\"./lib/closest-point\":281,\"./lib/shaders\":282,colormap:128,\"gl-buffer\":244,\"gl-mat4/invert\":268,\"gl-mat4/multiply\":270,\"gl-shader\":304,\"gl-texture2d\":324,\"gl-vao\":329,ndarray:452,normals:455,\"simplicial-complex-contour\":517,\"typedarray-pool\":544}],284:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[0,0,0,1,1,0,1,1]),s=a(e,i.boxVert,i.lineFrag);return new o(t,r,s)};var n=t(\"gl-buffer\"),a=t(\"gl-shader\"),i=t(\"./shaders\");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawBox=(s=[0,0],l=[0,0],function(t,e,r,n,a){var i=this.plot,o=this.shader,c=i.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,o.uniforms.lo=s,o.uniforms.hi=l,o.uniforms.color=a,c.drawArrays(c.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":287,\"gl-buffer\":244,\"gl-shader\":304}],285:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),i=a(e,o.gridVert,o.gridFrag),l=a(e,o.tickVert,o.gridFrag);return new s(t,r,i,l)};var n=t(\"gl-buffer\"),a=t(\"gl-shader\"),i=t(\"binary-search-bounds\"),o=t(\"./shaders\");function s(t,e,r,n){this.plot=t,this.vbo=e,this.shader=r,this.tickShader=n,this.ticks=[[],[]]}function l(t,e){return t-e}var c,u,h,f,p,d=s.prototype;d.draw=(c=[0,0],u=[0,0],h=[0,0],function(){for(var t=this.plot,e=this.vbo,r=this.shader,n=this.ticks,a=t.gl,i=t._tickBounds,o=t.dataBox,s=t.viewBox,l=t.gridLineWidth,f=t.gridLineColor,p=t.gridLineEnable,d=t.pixelRatio,g=0;g<2;++g){var v=i[g],m=i[g+2]-v,y=.5*(o[g+2]+o[g]),x=o[g+2]-o[g];u[g]=2*m/x,c[g]=2*(v-y)/x}r.bind(),e.bind(),r.attributes.dataCoord.pointer(),r.uniforms.dataShift=c,r.uniforms.dataScale=u;var b=0;for(g=0;g<2;++g){h[0]=h[1]=0,h[g]=1,r.uniforms.dataAxis=h,r.uniforms.lineWidth=l[g]/(s[g+2]-s[g])*d,r.uniforms.color=f[g];var _=6*n[g].length;p[g]&&_&&a.drawArrays(a.TRIANGLES,b,_),b+=_}}),d.drawTickMarks=function(){var t=[0,0],e=[0,0],r=[1,0],n=[0,1],a=[0,0],o=[0,0];return function(){for(var s=this.plot,c=this.vbo,u=this.tickShader,h=this.ticks,f=s.gl,p=s._tickBounds,d=s.dataBox,g=s.viewBox,v=s.pixelRatio,m=s.screenBox,y=m[2]-m[0],x=m[3]-m[1],b=g[2]-g[0],_=g[3]-g[1],w=0;w<2;++w){var k=p[w],T=p[w+2]-k,M=.5*(d[w+2]+d[w]),A=d[w+2]-d[w];e[w]=2*T/A,t[w]=2*(k-M)/A}e[0]*=b/y,t[0]*=b/y,e[1]*=_/x,t[1]*=_/x,u.bind(),c.bind(),u.attributes.dataCoord.pointer();var S=u.uniforms;S.dataShift=t,S.dataScale=e;var E=s.tickMarkLength,L=s.tickMarkWidth,C=s.tickMarkColor,P=6*h[0].length,O=Math.min(i.ge(h[0],(d[0]-p[0])/(p[2]-p[0]),l),h[0].length),z=Math.min(i.gt(h[0],(d[2]-p[0])/(p[2]-p[0]),l),h[0].length),I=0+6*O,D=6*Math.max(0,z-O),R=Math.min(i.ge(h[1],(d[1]-p[1])/(p[3]-p[1]),l),h[1].length),F=Math.min(i.gt(h[1],(d[3]-p[1])/(p[3]-p[1]),l),h[1].length),B=P+6*R,N=6*Math.max(0,F-R);a[0]=2*(g[0]-E[1])/y-1,a[1]=(g[3]+g[1])/x-1,o[0]=E[1]*v/y,o[1]=L[1]*v/x,N&&(S.color=C[1],S.tickScale=o,S.dataAxis=n,S.screenOffset=a,f.drawArrays(f.TRIANGLES,B,N)),a[0]=(g[2]+g[0])/y-1,a[1]=2*(g[1]-E[0])/x-1,o[0]=L[0]*v/y,o[1]=E[0]*v/x,D&&(S.color=C[0],S.tickScale=o,S.dataAxis=r,S.screenOffset=a,f.drawArrays(f.TRIANGLES,I,D)),a[0]=2*(g[2]+E[3])/y-1,a[1]=(g[3]+g[1])/x-1,o[0]=E[3]*v/y,o[1]=L[3]*v/x,N&&(S.color=C[3],S.tickScale=o,S.dataAxis=n,S.screenOffset=a,f.drawArrays(f.TRIANGLES,B,N)),a[0]=(g[2]+g[0])/y-1,a[1]=2*(g[3]+E[2])/x-1,o[0]=L[2]*v/y,o[1]=E[2]*v/x,D&&(S.color=C[2],S.tickScale=o,S.dataAxis=r,S.screenOffset=a,f.drawArrays(f.TRIANGLES,I,D))}}(),d.update=(f=[1,1,-1,-1,1,-1],p=[1,-1,1,1,-1,-1],function(t){for(var e=t.ticks,r=t.bounds,n=new Float32Array(18*(e[0].length+e[1].length)),a=(this.plot.zeroLineEnable,0),i=[[],[]],o=0;o<2;++o)for(var s=i[o],l=e[o],c=r[o],u=r[o+2],h=0;h<l.length;++h){var d=(l[h].x-c)/(u-c);s.push(d);for(var g=0;g<6;++g)n[a++]=d,n[a++]=f[g],n[a++]=p[g]}this.ticks=i,this.vbo.update(n)}),d.dispose=function(){this.vbo.dispose(),this.shader.dispose(),this.tickShader.dispose()}},{\"./shaders\":287,\"binary-search-bounds\":289,\"gl-buffer\":244,\"gl-shader\":304}],286:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[-1,-1,-1,1,1,-1,1,1]),s=a(e,i.lineVert,i.lineFrag);return new o(t,r,s)};var n=t(\"gl-buffer\"),a=t(\"gl-shader\"),i=t(\"./shaders\");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawLine=(s=[0,0],l=[0,0],function(t,e,r,n,a,i){var o=this.plot,c=this.shader,u=o.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,c.uniforms.start=s,c.uniforms.end=l,c.uniforms.width=a*o.pixelRatio,c.uniforms.color=i,u.drawArrays(u.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":287,\"gl-buffer\":244,\"gl-shader\":304}],287:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),a=n([\"precision lowp float;\\n#define GLSLIFY 1\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = vec4(color.xyz * color.w, color.w);\\n}\\n\"]);e.exports={lineVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 start, end;\\nuniform float width;\\n\\nvec2 perp(vec2 v) {\\n  return vec2(v.y, -v.x);\\n}\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  vec2 delta = normalize(perp(start - end));\\n  vec2 offset = mix(start, end, 0.5 * (coord.y+1.0));\\n  gl_Position = vec4(screen(offset + 0.5 * width * delta * coord.x), 0, 1);\\n}\\n\"]),lineFrag:a,textVert:n([\"#define GLSLIFY 1\\nattribute vec3 textCoordinate;\\n\\nuniform vec2 dataScale, dataShift, dataAxis, screenOffset, textScale;\\nuniform float angle;\\n\\nvoid main() {\\n  float dataOffset  = textCoordinate.z;\\n  vec2 glyphOffset  = textCoordinate.xy;\\n  mat2 glyphMatrix = mat2(cos(angle), sin(angle), -sin(angle), cos(angle));\\n  vec2 screenCoordinate = dataAxis * (dataScale * dataOffset + dataShift) +\\n    glyphMatrix * glyphOffset * textScale + screenOffset;\\n  gl_Position = vec4(screenCoordinate, 0, 1);\\n}\\n\"]),textFrag:a,gridVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale;\\nuniform float lineWidth;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  pos += 10.0 * dataCoord.y * vec2(dataAxis.y, -dataAxis.x) + dataCoord.z * lineWidth;\\n  gl_Position = vec4(pos, 0, 1);\\n}\\n\"]),gridFrag:a,boxVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 lo, hi;\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  gl_Position = vec4(screen(mix(lo, hi, coord)), 0, 1);\\n}\\n\"]),tickVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale, screenOffset, tickScale;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  gl_Position = vec4(pos + tickScale*dataCoord.yz + screenOffset, 0, 1);\\n}\\n\"])}},{glslify:411}],288:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),i=a(e,s.textVert,s.textFrag);return new l(t,r,i)};var n=t(\"gl-buffer\"),a=t(\"gl-shader\"),i=t(\"text-cache\"),o=t(\"binary-search-bounds\"),s=t(\"./shaders\");function l(t,e,r){this.plot=t,this.vbo=e,this.shader=r,this.tickOffset=[[],[]],this.tickX=[[],[]],this.labelOffset=[0,0],this.labelCount=[0,0]}var c,u,h,f,p,d,g=l.prototype;g.drawTicks=(c=[0,0],u=[0,0],h=[0,0],function(t){var e=this.plot,r=this.shader,n=this.tickX[t],a=this.tickOffset[t],i=e.gl,s=e.viewBox,l=e.dataBox,f=e.screenBox,p=e.pixelRatio,d=e.tickEnable,g=e.tickPad,v=e.tickColor,m=e.tickAngle,y=e.labelEnable,x=e.labelPad,b=e.labelColor,_=e.labelAngle,w=this.labelOffset[t],k=this.labelCount[t],T=o.lt(n,l[t]),M=o.le(n,l[t+2]);c[0]=c[1]=0,c[t]=1,u[t]=(s[2+t]+s[t])/(f[2+t]-f[t])-1;var A=2/f[2+(1^t)]-f[1^t];u[1^t]=A*s[1^t]-1,d[t]&&(u[1^t]-=A*p*g[t],T<M&&a[M]>a[T]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=v[t],r.uniforms.angle=m[t],i.drawArrays(i.TRIANGLES,a[T],a[M]-a[T]))),y[t]&&k&&(u[1^t]-=A*p*x[t],r.uniforms.dataAxis=h,r.uniforms.screenOffset=u,r.uniforms.color=b[t],r.uniforms.angle=_[t],i.drawArrays(i.TRIANGLES,w,k)),u[1^t]=A*s[2+(1^t)]-1,d[t+2]&&(u[1^t]+=A*p*g[t+2],T<M&&a[M]>a[T]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=v[t+2],r.uniforms.angle=m[t+2],i.drawArrays(i.TRIANGLES,a[T],a[M]-a[T]))),y[t+2]&&k&&(u[1^t]+=A*p*x[t+2],r.uniforms.dataAxis=h,r.uniforms.screenOffset=u,r.uniforms.color=b[t+2],r.uniforms.angle=_[t+2],i.drawArrays(i.TRIANGLES,w,k))}),g.drawTitle=function(){var t=[0,0],e=[0,0];return function(){var r=this.plot,n=this.shader,a=r.gl,i=r.screenBox,o=r.titleCenter,s=r.titleAngle,l=r.titleColor,c=r.pixelRatio;if(this.titleCount){for(var u=0;u<2;++u)e[u]=2*(o[u]*c-i[u])/(i[2+u]-i[u])-1;n.bind(),n.uniforms.dataAxis=t,n.uniforms.screenOffset=e,n.uniforms.angle=s,n.uniforms.color=l,a.drawArrays(a.TRIANGLES,this.titleOffset,this.titleCount)}}}(),g.bind=(f=[0,0],p=[0,0],d=[0,0],function(){var t=this.plot,e=this.shader,r=t._tickBounds,n=t.dataBox,a=t.screenBox,i=t.viewBox;e.bind();for(var o=0;o<2;++o){var s=r[o],l=r[o+2]-s,c=.5*(n[o+2]+n[o]),u=n[o+2]-n[o],h=i[o],g=i[o+2]-h,v=a[o],m=a[o+2]-v;p[o]=2*l/u*g/m,f[o]=2*(s-c)/u*g/m}d[1]=2*t.pixelRatio/(a[3]-a[1]),d[0]=d[1]*(a[3]-a[1])/(a[2]-a[0]),e.uniforms.dataScale=p,e.uniforms.dataShift=f,e.uniforms.textScale=d,this.vbo.bind(),e.attributes.textCoordinate.pointer()}),g.update=function(t){var e,r,n,a,o,s=[],l=t.ticks,c=t.bounds;for(o=0;o<2;++o){var u=[Math.floor(s.length/3)],h=[-1/0],f=l[o];for(e=0;e<f.length;++e){var p=f[e],d=p.x,g=p.text,v=p.font||\"sans-serif\";a=p.fontSize||12;for(var m=1/(c[o+2]-c[o]),y=c[o],x=g.split(\"\\n\"),b=0;b<x.length;b++)for(n=i(v,x[b]).data,r=0;r<n.length;r+=2)s.push(n[r]*a,-n[r+1]*a-b*a*1.2,(d-y)*m);u.push(Math.floor(s.length/3)),h.push(d)}this.tickOffset[o]=u,this.tickX[o]=h}for(o=0;o<2;++o){for(this.labelOffset[o]=Math.floor(s.length/3),n=i(t.labelFont[o],t.labels[o],{textAlign:\"center\"}).data,a=t.labelSize[o],e=0;e<n.length;e+=2)s.push(n[e]*a,-n[e+1]*a,0);this.labelCount[o]=Math.floor(s.length/3)-this.labelOffset[o]}for(this.titleOffset=Math.floor(s.length/3),n=i(t.titleFont,t.title).data,a=t.titleSize,e=0;e<n.length;e+=2)s.push(n[e]*a,-n[e+1]*a,0);this.titleCount=Math.floor(s.length/3)-this.titleOffset,this.vbo.update(s)},g.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":287,\"binary-search-bounds\":289,\"gl-buffer\":244,\"gl-shader\":304,\"text-cache\":535}],289:[function(t,e,r){arguments[4][113][0].apply(r,arguments)},{dup:113}],290:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[e.drawingBufferWidth,e.drawingBufferHeight]),c=new l(e,r);return c.grid=a(c),c.text=i(c),c.line=o(c),c.box=s(c),c.update(t),c};var n=t(\"gl-select-static\"),a=t(\"./lib/grid\"),i=t(\"./lib/text\"),o=t(\"./lib/line\"),s=t(\"./lib/box\");function l(t,e){this.gl=t,this.pickBuffer=e,this.screenBox=[0,0,t.drawingBufferWidth,t.drawingBufferHeight],this.viewBox=[0,0,0,0],this.dataBox=[-10,-10,10,10],this.gridLineEnable=[!0,!0],this.gridLineWidth=[1,1],this.gridLineColor=[[0,0,0,1],[0,0,0,1]],this.pixelRatio=1,this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickEnable=[!0,!0,!0,!0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[15,15,15,15],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelEnable=[!0,!0,!0,!0],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.titleCenter=[0,0],this.titleEnable=!0,this.titleAngle=0,this.titleColor=[0,0,0,1],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[4,4],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderLineEnable=[!0,!0,!0,!0],this.borderLineWidth=[2,2,2,2],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.grid=null,this.text=null,this.line=null,this.box=null,this.objects=[],this.overlays=[],this._tickBounds=[1/0,1/0,-1/0,-1/0],this.static=!1,this.dirty=!1,this.pickDirty=!1,this.pickDelay=120,this.pickRadius=10,this._pickTimeout=null,this._drawPick=this.drawPick.bind(this),this._depthCounter=0}var c=l.prototype;function u(t){for(var e=t.slice(),r=0;r<e.length;++r)e[r]=e[r].slice();return e}function h(t,e){return t.x-e.x}c.setDirty=function(){this.dirty=this.pickDirty=!0},c.setOverlayDirty=function(){this.dirty=!0},c.nextDepthValue=function(){return this._depthCounter++/65536},c.draw=function(){var t=this.gl,e=this.screenBox,r=this.viewBox,n=this.dataBox,a=this.pixelRatio,i=this.grid,o=this.line,s=this.text,l=this.objects;if(this._depthCounter=0,this.pickDirty&&(this._pickTimeout&&clearTimeout(this._pickTimeout),this.pickDirty=!1,this._pickTimeout=setTimeout(this._drawPick,this.pickDelay)),this.dirty){if(this.dirty=!1,t.bindFramebuffer(t.FRAMEBUFFER,null),t.enable(t.SCISSOR_TEST),t.disable(t.DEPTH_TEST),t.depthFunc(t.LESS),t.depthMask(!1),t.enable(t.BLEND),t.blendEquation(t.FUNC_ADD,t.FUNC_ADD),t.blendFunc(t.ONE,t.ONE_MINUS_SRC_ALPHA),this.borderColor){t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]);var c=this.borderColor;t.clearColor(c[0]*c[3],c[1]*c[3],c[2]*c[3],c[3]),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT)}t.scissor(r[0],r[1],r[2]-r[0],r[3]-r[1]),t.viewport(r[0],r[1],r[2]-r[0],r[3]-r[1]);var u=this.backgroundColor;t.clearColor(u[0]*u[3],u[1]*u[3],u[2]*u[3],u[3]),t.clear(t.COLOR_BUFFER_BIT),i.draw();var h=this.zeroLineEnable,f=this.zeroLineColor,p=this.zeroLineWidth;if(h[0]||h[1]){o.bind();for(var d=0;d<2;++d)if(h[d]&&n[d]<=0&&n[d+2]>=0){var g=e[d]-n[d]*(e[d+2]-e[d])/(n[d+2]-n[d]);0===d?o.drawLine(g,e[1],g,e[3],p[d],f[d]):o.drawLine(e[0],g,e[2],g,p[d],f[d])}}for(d=0;d<l.length;++d)l[d].draw();t.viewport(e[0],e[1],e[2]-e[0],e[3]-e[1]),t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]),this.grid.drawTickMarks(),o.bind();var v=this.borderLineEnable,m=this.borderLineWidth,y=this.borderLineColor;for(v[1]&&o.drawLine(r[0],r[1]-.5*m[1]*a,r[0],r[3]+.5*m[3]*a,m[1],y[1]),v[0]&&o.drawLine(r[0]-.5*m[0]*a,r[1],r[2]+.5*m[2]*a,r[1],m[0],y[0]),v[3]&&o.drawLine(r[2],r[1]-.5*m[1]*a,r[2],r[3]+.5*m[3]*a,m[3],y[3]),v[2]&&o.drawLine(r[0]-.5*m[0]*a,r[3],r[2]+.5*m[2]*a,r[3],m[2],y[2]),s.bind(),d=0;d<2;++d)s.drawTicks(d);this.titleEnable&&s.drawTitle();var x=this.overlays;for(d=0;d<x.length;++d)x[d].draw();t.disable(t.SCISSOR_TEST),t.disable(t.BLEND),t.depthMask(!0)}},c.drawPick=function(){if(!this.static){var t=this.pickBuffer;this.gl;this._pickTimeout=null,t.begin();for(var e=1,r=this.objects,n=0;n<r.length;++n)e=r[n].drawPick(e);t.end()}},c.pick=function(t,e){if(!this.static){var r=this.pixelRatio,n=this.pickPixelRatio,a=this.viewBox,i=0|Math.round((t-a[0]/r)*n),o=0|Math.round((e-a[1]/r)*n),s=this.pickBuffer.query(i,o,this.pickRadius);if(!s)return null;for(var l=s.id+(s.value[0]<<8)+(s.value[1]<<16)+(s.value[2]<<24),c=this.objects,u=0;u<c.length;++u){var h=c[u].pick(i,o,l);if(h)return h}return null}},c.setScreenBox=function(t){var e=this.screenBox,r=this.pixelRatio;e[0]=0|Math.round(t[0]*r),e[1]=0|Math.round(t[1]*r),e[2]=0|Math.round(t[2]*r),e[3]=0|Math.round(t[3]*r),this.setDirty()},c.setDataBox=function(t){var e=this.dataBox;(e[0]!==t[0]||e[1]!==t[1]||e[2]!==t[2]||e[3]!==t[3])&&(e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],this.setDirty())},c.setViewBox=function(t){var e=this.pixelRatio,r=this.viewBox;r[0]=0|Math.round(t[0]*e),r[1]=0|Math.round(t[1]*e),r[2]=0|Math.round(t[2]*e),r[3]=0|Math.round(t[3]*e);var n=this.pickPixelRatio;this.pickBuffer.shape=[0|Math.round((t[2]-t[0])*n),0|Math.round((t[3]-t[1])*n)],this.setDirty()},c.update=function(t){t=t||{};var e=this.gl;this.pixelRatio=t.pixelRatio||1;var r=this.pixelRatio;this.pickPixelRatio=Math.max(r,1),this.setScreenBox(t.screenBox||[0,0,e.drawingBufferWidth/r,e.drawingBufferHeight/r]);this.screenBox;this.setViewBox(t.viewBox||[.125*(this.screenBox[2]-this.screenBox[0])/r,.125*(this.screenBox[3]-this.screenBox[1])/r,.875*(this.screenBox[2]-this.screenBox[0])/r,.875*(this.screenBox[3]-this.screenBox[1])/r]);var n=this.viewBox,a=(n[2]-n[0])/(n[3]-n[1]);this.setDataBox(t.dataBox||[-10,-10/a,10,10/a]),this.borderColor=!1!==t.borderColor&&(t.borderColor||[0,0,0,0]).slice(),this.backgroundColor=(t.backgroundColor||[0,0,0,0]).slice(),this.gridLineEnable=(t.gridLineEnable||[!0,!0]).slice(),this.gridLineWidth=(t.gridLineWidth||[1,1]).slice(),this.gridLineColor=u(t.gridLineColor||[[.5,.5,.5,1],[.5,.5,.5,1]]),this.zeroLineEnable=(t.zeroLineEnable||[!0,!0]).slice(),this.zeroLineWidth=(t.zeroLineWidth||[4,4]).slice(),this.zeroLineColor=u(t.zeroLineColor||[[0,0,0,1],[0,0,0,1]]),this.tickMarkLength=(t.tickMarkLength||[0,0,0,0]).slice(),this.tickMarkWidth=(t.tickMarkWidth||[0,0,0,0]).slice(),this.tickMarkColor=u(t.tickMarkColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.titleCenter=(t.titleCenter||[.5*(n[0]+n[2])/r,(n[3]+120)/r]).slice(),this.titleEnable=!(\"titleEnable\"in t&&!t.titleEnable),this.titleAngle=t.titleAngle||0,this.titleColor=(t.titleColor||[0,0,0,1]).slice(),this.labelPad=(t.labelPad||[15,15,15,15]).slice(),this.labelAngle=(t.labelAngle||[0,Math.PI/2,0,3*Math.PI/2]).slice(),this.labelEnable=(t.labelEnable||[!0,!0,!0,!0]).slice(),this.labelColor=u(t.labelColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.tickPad=(t.tickPad||[15,15,15,15]).slice(),this.tickAngle=(t.tickAngle||[0,0,0,0]).slice(),this.tickEnable=(t.tickEnable||[!0,!0,!0,!0]).slice(),this.tickColor=u(t.tickColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.borderLineEnable=(t.borderLineEnable||[!0,!0,!0,!0]).slice(),this.borderLineWidth=(t.borderLineWidth||[2,2,2,2]).slice(),this.borderLineColor=u(t.borderLineColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]);var i=t.ticks||[[],[]],o=this._tickBounds;o[0]=o[1]=1/0,o[2]=o[3]=-1/0;for(var s=0;s<2;++s){var l=i[s].slice(0);0!==l.length&&(l.sort(h),o[s]=Math.min(o[s],l[0].x),o[s+2]=Math.max(o[s+2],l[l.length-1].x))}this.grid.update({bounds:o,ticks:i}),this.text.update({bounds:o,ticks:i,labels:t.labels||[\"x\",\"y\"],labelSize:t.labelSize||[12,12],labelFont:t.labelFont||[\"sans-serif\",\"sans-serif\"],title:t.title||\"\",titleSize:t.titleSize||18,titleFont:t.titleFont||\"sans-serif\"}),this.static=!!t.static,this.setDirty()},c.dispose=function(){this.box.dispose(),this.grid.dispose(),this.text.dispose(),this.line.dispose();for(var t=this.objects.length-1;t>=0;--t)this.objects[t].dispose();this.objects.length=0;for(t=this.overlays.length-1;t>=0;--t)this.overlays[t].dispose();this.overlays.length=0,this.gl=null},c.addObject=function(t){this.objects.indexOf(t)<0&&(this.objects.push(t),this.setDirty())},c.removeObject=function(t){for(var e=this.objects,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setDirty();break}},c.addOverlay=function(t){this.overlays.indexOf(t)<0&&(this.overlays.push(t),this.setOverlayDirty())},c.removeOverlay=function(t){for(var e=this.overlays,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setOverlayDirty();break}}},{\"./lib/box\":284,\"./lib/grid\":285,\"./lib/line\":286,\"./lib/text\":288,\"gl-select-static\":303}],291:[function(t,e,r){\"use strict\";e.exports=function(t,e){t=t||document.body,e=e||{};var r=[.01,1/0];\"distanceLimits\"in e&&(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]);\"zoomMin\"in e&&(r[0]=e.zoomMin);\"zoomMax\"in e&&(r[1]=e.zoomMax);var c=a({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||\"orbit\",distanceLimits:r}),u=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],h=0,f=t.clientWidth,p=t.clientHeight,d={keyBindingMode:\"rotate\",enableWheel:!0,view:c,element:t,delay:e.delay||16,rotateSpeed:e.rotateSpeed||1,zoomSpeed:e.zoomSpeed||1,translateSpeed:e.translateSpeed||1,flipX:!!e.flipX,flipY:!!e.flipY,modes:c.modes,_ortho:e._ortho||e.projection&&\"orthographic\"===e.projection.type||!1,tick:function(){var e=n(),r=this.delay,a=e-2*r;c.idle(e-r),c.recalcMatrix(a),c.flush(e-(100+2*r));for(var i=!0,o=c.computedMatrix,s=0;s<16;++s)i=i&&u[s]===o[s],u[s]=o[s];var l=t.clientWidth===f&&t.clientHeight===p;return f=t.clientWidth,p=t.clientHeight,i?!l:(h=Math.exp(c.computedRadius[0]),!0)},lookAt:function(t,e,r){c.lookAt(c.lastT(),t,e,r)},rotate:function(t,e,r){c.rotate(c.lastT(),t,e,r)},pan:function(t,e,r){c.pan(c.lastT(),t,e,r)},translate:function(t,e,r){c.translate(c.lastT(),t,e,r)}};return Object.defineProperties(d,{matrix:{get:function(){return c.computedMatrix},set:function(t){return c.setMatrix(c.lastT(),t),c.computedMatrix},enumerable:!0},mode:{get:function(){return c.getMode()},set:function(t){var e=c.computedUp.slice(),r=c.computedEye.slice(),a=c.computedCenter.slice();if(c.setMode(t),\"turntable\"===t){var i=n();c._active.lookAt(i,r,a,e),c._active.lookAt(i+500,r,a,[0,0,1]),c._active.flush(i)}return c.getMode()},enumerable:!0},center:{get:function(){return c.computedCenter},set:function(t){return c.lookAt(c.lastT(),null,t),c.computedCenter},enumerable:!0},eye:{get:function(){return c.computedEye},set:function(t){return c.lookAt(c.lastT(),t),c.computedEye},enumerable:!0},up:{get:function(){return c.computedUp},set:function(t){return c.lookAt(c.lastT(),null,null,t),c.computedUp},enumerable:!0},distance:{get:function(){return h},set:function(t){return c.setDistance(c.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return c.getDistanceLimits(r)},set:function(t){return c.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener(\"contextmenu\",function(t){return t.preventDefault(),!1}),d._lastX=-1,d._lastY=-1,d._lastMods={shift:!1,control:!1,alt:!1,meta:!1},d.enableMouseListeners=function(){function e(e,r,a,i){var o=d.keyBindingMode;if(!1!==o){var s=\"rotate\"===o,l=\"pan\"===o,u=\"zoom\"===o,f=!!i.control,p=!!i.alt,g=!!i.shift,v=!!(1&e),m=!!(2&e),y=!!(4&e),x=1/t.clientHeight,b=x*(r-d._lastX),_=x*(a-d._lastY),w=d.flipX?1:-1,k=d.flipY?1:-1,T=Math.PI*d.rotateSpeed,M=n();if(-1!==d._lastX&&-1!==d._lastY&&((s&&v&&!f&&!p&&!g||v&&!f&&!p&&g)&&c.rotate(M,w*T*b,-k*T*_,0),(l&&v&&!f&&!p&&!g||m||v&&f&&!p&&!g)&&c.pan(M,-d.translateSpeed*b*h,d.translateSpeed*_*h,0),u&&v&&!f&&!p&&!g||y||v&&!f&&p&&!g)){var A=-d.zoomSpeed*_/window.innerHeight*(M-c.lastT())*100;c.pan(M,0,0,h*(Math.exp(A)-1))}return d._lastX=r,d._lastY=a,d._lastMods=i,!0}}d.mouseListener=i(t,e),t.addEventListener(\"touchstart\",function(r){var n=s(r.changedTouches[0],t);e(0,n[0],n[1],d._lastMods),e(1,n[0],n[1],d._lastMods),r.preventDefault()},!!l&&{passive:!1}),t.addEventListener(\"touchmove\",function(r){var n=s(r.changedTouches[0],t);e(1,n[0],n[1],d._lastMods),r.preventDefault()},!!l&&{passive:!1}),t.addEventListener(\"touchend\",function(t){e(0,d._lastX,d._lastY,d._lastMods),t.preventDefault()},!!l&&{passive:!1}),d.wheelListener=o(t,function(t,e){if(!1!==d.keyBindingMode&&d.enableWheel){var r=d.flipX?1:-1,a=d.flipY?1:-1,i=n();if(Math.abs(t)>Math.abs(e))c.rotate(i,0,0,-t*r*Math.PI*d.rotateSpeed/window.innerWidth);else if(!d._ortho){var o=-d.zoomSpeed*a*e/window.innerHeight*(i-c.lastT())/20;c.pan(i,0,0,h*(Math.exp(o)-1))}}},!0)},d.enableMouseListeners(),d};var n=t(\"right-now\"),a=t(\"3d-view\"),i=t(\"mouse-change\"),o=t(\"mouse-wheel\"),s=t(\"mouse-event-offset\"),l=t(\"has-passive-events\")},{\"3d-view\":54,\"has-passive-events\":413,\"mouse-change\":437,\"mouse-event-offset\":438,\"mouse-wheel\":440,\"right-now\":503}],292:[function(t,e,r){var n=t(\"glslify\"),a=t(\"gl-shader\"),i=n([\"precision mediump float;\\n#define GLSLIFY 1\\nattribute vec2 position;\\nvarying vec2 uv;\\nvoid main() {\\n  uv = position;\\n  gl_Position = vec4(position, 0, 1);\\n}\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D accumBuffer;\\nvarying vec2 uv;\\n\\nvoid main() {\\n  vec4 accum = texture2D(accumBuffer, 0.5 * (uv + 1.0));\\n  gl_FragColor = min(vec4(1,1,1,1), accum);\\n}\"]);e.exports=function(t){return a(t,i,o,null,[{name:\"position\",type:\"vec2\"}])}},{\"gl-shader\":304,glslify:411}],293:[function(t,e,r){\"use strict\";var n=t(\"./camera.js\"),a=t(\"gl-axes3d\"),i=t(\"gl-axes3d/properties\"),o=t(\"gl-spikes3d\"),s=t(\"gl-select-static\"),l=t(\"gl-fbo\"),c=t(\"a-big-triangle\"),u=t(\"mouse-change\"),h=t(\"gl-mat4/perspective\"),f=t(\"gl-mat4/ortho\"),p=t(\"./lib/shader\"),d=t(\"is-mobile\")({tablet:!0});function g(){this.mouse=[-1,-1],this.screen=null,this.distance=1/0,this.index=null,this.dataCoordinate=null,this.dataPosition=null,this.object=null,this.data=null}function v(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(e<0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}if(e>0){r=Math.round(Math.pow(10,e));return Math.ceil(t/r)*r}return Math.ceil(t)}function m(t){return\"boolean\"!=typeof t||t}e.exports={createScene:function(t){(t=t||{}).camera=t.camera||{};var e=t.canvas;if(!e)if(e=document.createElement(\"canvas\"),t.container){var r=t.container;r.appendChild(e)}else document.body.appendChild(e);var y=t.gl;y||(y=function(t,e){var r=null;try{(r=t.getContext(\"webgl\",e))||(r=t.getContext(\"experimental-webgl\",e))}catch(t){return null}return r}(e,t.glOptions||{premultipliedAlpha:!0,antialias:!0,preserveDrawingBuffer:d}));if(!y)throw new Error(\"webgl not supported\");var x=t.bounds||[[-10,-10,-10],[10,10,10]],b=new g,_=l(y,[y.drawingBufferWidth,y.drawingBufferHeight],{preferFloat:!d}),w=p(y),k=t.cameraObject&&!0===t.cameraObject._ortho||t.camera.projection&&\"orthographic\"===t.camera.projection.type||!1,T={eye:t.camera.eye||[2,0,0],center:t.camera.center||[0,0,0],up:t.camera.up||[0,1,0],zoomMin:t.camera.zoomMax||.1,zoomMax:t.camera.zoomMin||100,mode:t.camera.mode||\"turntable\",_ortho:k},M=t.axes||{},A=a(y,M);A.enable=!M.disable;var S=t.spikes||{},E=o(y,S),L=[],C=[],P=[],O=[],z=!0,I=!0,D=new Array(16),R=new Array(16),F={view:null,projection:D,model:R,_ortho:!1},I=!0,B=[y.drawingBufferWidth,y.drawingBufferHeight],N=t.cameraObject||n(e,T),j={gl:y,contextLost:!1,pixelRatio:t.pixelRatio||1,canvas:e,selection:b,camera:N,axes:A,axesPixels:null,spikes:E,bounds:x,objects:L,shape:B,aspect:t.aspectRatio||[1,1,1],pickRadius:t.pickRadius||10,zNear:t.zNear||.01,zFar:t.zFar||1e3,fovy:t.fovy||Math.PI/4,clearColor:t.clearColor||[0,0,0,0],autoResize:m(t.autoResize),autoBounds:m(t.autoBounds),autoScale:!!t.autoScale,autoCenter:m(t.autoCenter),clipToBounds:m(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:F,oncontextloss:null,mouseListener:null,_stopped:!1,getAspectratio:function(){return{x:this.aspect[0],y:this.aspect[1],z:this.aspect[2]}},setAspectratio:function(t){this.aspect[0]=t.x,this.aspect[1]=t.y,this.aspect[2]=t.z}},V=[y.drawingBufferWidth/j.pixelRatio|0,y.drawingBufferHeight/j.pixelRatio|0];function U(){if(!j._stopped&&j.autoResize){var t=e.parentNode,r=1,n=1;t&&t!==document.body?(r=t.clientWidth,n=t.clientHeight):(r=window.innerWidth,n=window.innerHeight);var a=0|Math.ceil(r*j.pixelRatio),i=0|Math.ceil(n*j.pixelRatio);if(a!==e.width||i!==e.height){e.width=a,e.height=i;var o=e.style;o.position=o.position||\"absolute\",o.left=\"0px\",o.top=\"0px\",o.width=r+\"px\",o.height=n+\"px\",z=!0}}}j.autoResize&&U();function q(){for(var t=L.length,e=O.length,r=0;r<e;++r)P[r]=0;t:for(var r=0;r<t;++r){var n=L[r],a=n.pickSlots;if(a){for(var i=0;i<e;++i)if(P[i]+a<255){C[r]=i,n.setPickBase(P[i]+1),P[i]+=a;continue t}var o=s(y,B);C[r]=e,O.push(o),P.push(a),n.setPickBase(1),e+=1}else C[r]=-1}for(;e>0&&0===P[e-1];)P.pop(),O.pop().dispose()}function H(){if(j.contextLost)return!0;y.isContextLost()&&(j.contextLost=!0,j.mouseListener.enabled=!1,j.selection.object=null,j.oncontextloss&&j.oncontextloss())}window.addEventListener(\"resize\",U),j.update=function(t){j._stopped||(t=t||{},z=!0,I=!0)},j.add=function(t){j._stopped||(t.axes=A,L.push(t),C.push(-1),z=!0,I=!0,q())},j.remove=function(t){if(!j._stopped){var e=L.indexOf(t);e<0||(L.splice(e,1),C.pop(),z=!0,I=!0,q())}},j.dispose=function(){if(!j._stopped&&(j._stopped=!0,window.removeEventListener(\"resize\",U),e.removeEventListener(\"webglcontextlost\",H),j.mouseListener.enabled=!1,!j.contextLost)){A.dispose(),E.dispose();for(var t=0;t<L.length;++t)L[t].dispose();_.dispose();for(var t=0;t<O.length;++t)O[t].dispose();w.dispose(),y=null,A=null,E=null,L=[]}},j._mouseRotating=!1,j._prevButtons=0,j.enableMouseListeners=function(){j.mouseListener=u(e,function(t,e,r){if(!j._stopped){var n=O.length,a=L.length,i=b.object;b.distance=1/0,b.mouse[0]=e,b.mouse[1]=r,b.object=null,b.screen=null,b.dataCoordinate=b.dataPosition=null;var o=!1;if(t&&j._prevButtons)j._mouseRotating=!0;else{j._mouseRotating&&(I=!0),j._mouseRotating=!1;for(var s=0;s<n;++s){var l=O[s].query(e,V[1]-r-1,j.pickRadius);if(l){if(l.distance>b.distance)continue;for(var c=0;c<a;++c){var u=L[c];if(C[c]===s){var h=u.pick(l);h&&(b.buttons=t,b.screen=l.coord,b.distance=l.distance,b.object=u,b.index=h.distance,b.dataPosition=h.position,b.dataCoordinate=h.dataCoordinate,b.data=h,o=!0)}}}}}i&&i!==b.object&&(i.highlight&&i.highlight(null),z=!0),b.object&&(b.object.highlight&&b.object.highlight(b.data),z=!0),(o=o||b.object!==i)&&j.onselect&&j.onselect(b),1&t&&!(1&j._prevButtons)&&j.onclick&&j.onclick(b),j._prevButtons=t}})},e.addEventListener(\"webglcontextlost\",H);var G=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],Y=[G[0].slice(),G[1].slice()];function W(){if(!H()){U();var t=j.camera.tick();F.view=j.camera.matrix,z=z||t,I=I||t,A.pixelRatio=j.pixelRatio,E.pixelRatio=j.pixelRatio;var e=L.length,r=G[0],n=G[1];r[0]=r[1]=r[2]=1/0,n[0]=n[1]=n[2]=-1/0;for(var a=0;a<e;++a){var o=L[a];o.pixelRatio=j.pixelRatio,o.axes=j.axes,z=z||!!o.dirty,I=I||!!o.dirty;var s=o.bounds;if(s)for(var l=s[0],u=s[1],p=0;p<3;++p)r[p]=Math.min(r[p],l[p]),n[p]=Math.max(n[p],u[p])}var d=j.bounds;if(j.autoBounds)for(var p=0;p<3;++p){if(n[p]<r[p])r[p]=-1,n[p]=1;else{r[p]===n[p]&&(r[p]-=1,n[p]+=1);var g=.05*(n[p]-r[p]);r[p]=r[p]-g,n[p]=n[p]+g}d[0][p]=r[p],d[1][p]=n[p]}for(var m=!1,p=0;p<3;++p)m=m||Y[0][p]!==d[0][p]||Y[1][p]!==d[1][p],Y[0][p]=d[0][p],Y[1][p]=d[1][p];if(I=I||m,z=z||m){if(m){for(var x=[0,0,0],a=0;a<3;++a)x[a]=v((d[1][a]-d[0][a])/10);A.autoTicks?A.update({bounds:d,tickSpacing:x}):A.update({bounds:d})}var T=y.drawingBufferWidth,M=y.drawingBufferHeight;B[0]=T,B[1]=M,V[0]=0|Math.max(T/j.pixelRatio,1),V[1]=0|Math.max(M/j.pixelRatio,1),k?(f(D,-T/M,T/M,-1,1,j.zNear,j.zFar),F._ortho=!0):(h(D,j.fovy,T/M,j.zNear,j.zFar),F._ortho=!1);for(var a=0;a<16;++a)R[a]=0;R[15]=1;for(var S=0,a=0;a<3;++a)S=Math.max(S,d[1][a]-d[0][a]);for(var a=0;a<3;++a)j.autoScale?R[5*a]=j.aspect[a]/(d[1][a]-d[0][a]):R[5*a]=1/S,j.autoCenter&&(R[12+a]=.5*-R[5*a]*(d[0][a]+d[1][a]));for(var a=0;a<e;++a){var o=L[a];o.axesBounds=d,j.clipToBounds&&(o.clipBounds=d)}b.object&&(j.snapToData?E.position=b.dataCoordinate:E.position=b.dataPosition,E.bounds=d),I&&(I=!1,function(){if(H())return;y.colorMask(!0,!0,!0,!0),y.depthMask(!0),y.disable(y.BLEND),y.enable(y.DEPTH_TEST),y.depthFunc(y.LEQUAL);for(var t=L.length,e=O.length,r=0;r<e;++r){var n=O[r];n.shape=V,n.begin();for(var a=0;a<t;++a)if(C[a]===r){var i=L[a];i.drawPick&&(i.pixelRatio=1,i.drawPick(F))}n.end()}}()),j.axesPixels=i(j.axes,F,T,M),j.onrender&&j.onrender(),y.bindFramebuffer(y.FRAMEBUFFER,null),y.viewport(0,0,T,M);var P=j.clearColor;y.clearColor(P[0],P[1],P[2],P[3]),y.clear(y.COLOR_BUFFER_BIT|y.DEPTH_BUFFER_BIT),y.depthMask(!0),y.colorMask(!0,!0,!0,!0),y.enable(y.DEPTH_TEST),y.depthFunc(y.LEQUAL),y.disable(y.BLEND),y.disable(y.CULL_FACE);var N=!1;A.enable&&(N=N||A.isTransparent(),A.draw(F)),E.axes=A,b.object&&E.draw(F),y.disable(y.CULL_FACE);for(var a=0;a<e;++a){var o=L[a];o.axes=A,o.pixelRatio=j.pixelRatio,o.isOpaque&&o.isOpaque()&&o.draw(F),o.isTransparent&&o.isTransparent()&&(N=!0)}if(N){_.shape=B,_.bind(),y.clear(y.DEPTH_BUFFER_BIT),y.colorMask(!1,!1,!1,!1),y.depthMask(!0),y.depthFunc(y.LESS),A.enable&&A.isTransparent()&&A.drawTransparent(F);for(var a=0;a<e;++a){var o=L[a];o.isOpaque&&o.isOpaque()&&o.draw(F)}y.enable(y.BLEND),y.blendEquation(y.FUNC_ADD),y.blendFunc(y.ONE,y.ONE_MINUS_SRC_ALPHA),y.colorMask(!0,!0,!0,!0),y.depthMask(!1),y.clearColor(0,0,0,0),y.clear(y.COLOR_BUFFER_BIT),A.isTransparent()&&A.drawTransparent(F);for(var a=0;a<e;++a){var o=L[a];o.isTransparent&&o.isTransparent()&&o.drawTransparent(F)}y.bindFramebuffer(y.FRAMEBUFFER,null),y.blendFunc(y.ONE,y.ONE_MINUS_SRC_ALPHA),y.disable(y.DEPTH_TEST),w.bind(),_.color[0].bind(0),w.uniforms.accumBuffer=0,c(y),y.disable(y.BLEND)}z=!1;for(var a=0;a<e;++a)L[a].dirty=!1}}}return j.enableMouseListeners(),function t(){j._stopped||j.contextLost||(W(),requestAnimationFrame(t))}(),j.redraw=function(){j._stopped||(z=!0,W())},j},createCamera:n}},{\"./camera.js\":291,\"./lib/shader\":292,\"a-big-triangle\":62,\"gl-axes3d\":236,\"gl-axes3d/properties\":243,\"gl-fbo\":252,\"gl-mat4/ortho\":271,\"gl-mat4/perspective\":272,\"gl-select-static\":303,\"gl-spikes3d\":313,\"is-mobile\":422,\"mouse-change\":437}],294:[function(t,e,r){var n=t(\"glslify\");r.pointVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform float pointCloud;\\n\\nhighp float rand(vec2 co) {\\n  highp float a = 12.9898;\\n  highp float b = 78.233;\\n  highp float c = 43758.5453;\\n  highp float d = dot(co.xy, vec2(a, b));\\n  highp float e = mod(d, 3.14);\\n  return fract(sin(e) * c);\\n}\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n    // if we don't jitter the point size a bit, overall point cloud\\n    // saturation 'jumps' on zooming, which is disturbing and confusing\\n  gl_PointSize = pointSize * ((19.5 + rand(position)) / 20.0);\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    // get the same square surface as circle would be\\n    gl_PointSize *= 0.886;\\n  }\\n}\"]),r.pointFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color, borderColor;\\nuniform float centerFraction;\\nuniform float pointCloud;\\n\\nvoid main() {\\n  float radius;\\n  vec4 baseColor;\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    if(centerFraction == 1.0) {\\n      gl_FragColor = color;\\n    } else {\\n      gl_FragColor = mix(borderColor, color, centerFraction);\\n    }\\n  } else {\\n    radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n    if(radius > 1.0) {\\n      discard;\\n    }\\n    baseColor = mix(borderColor, color, step(radius, centerFraction));\\n    gl_FragColor = vec4(baseColor.rgb * baseColor.a, baseColor.a);\\n  }\\n}\\n\"]),r.pickVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform vec4 pickOffset;\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n  gl_PointSize = pointSize;\\n\\n  vec4 id = pickId + pickOffset;\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  fragId = id;\\n}\\n\"]),r.pickFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  float radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n  if(radius > 1.0) {\\n    discard;\\n  }\\n  gl_FragColor = fragId / 255.0;\\n}\\n\"])},{glslify:411}],295:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),a=t(\"gl-buffer\"),i=t(\"typedarray-pool\"),o=t(\"./lib/shader\");function s(t,e,r,n,a){this.plot=t,this.offsetBuffer=e,this.pickBuffer=r,this.shader=n,this.pickShader=a,this.sizeMin=.5,this.sizeMinCap=2,this.sizeMax=20,this.areaRatio=1,this.pointCount=0,this.color=[1,0,0,1],this.borderColor=[0,0,0,1],this.blend=!1,this.pickOffset=0,this.points=null}e.exports=function(t,e){var r=t.gl,i=a(r),l=a(r),c=n(r,o.pointVertex,o.pointFragment),u=n(r,o.pickVertex,o.pickFragment),h=new s(t,i,l,c,u);return h.update(e),t.addObject(h),h};var l,c,u=s.prototype;u.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.offsetBuffer.dispose(),this.pickBuffer.dispose(),this.plot.removeObject(this)},u.update=function(t){var e;function r(e,r){return e in t?t[e]:r}t=t||{},this.sizeMin=r(\"sizeMin\",.5),this.sizeMax=r(\"sizeMax\",20),this.color=r(\"color\",[1,0,0,1]).slice(),this.areaRatio=r(\"areaRatio\",1),this.borderColor=r(\"borderColor\",[0,0,0,1]).slice(),this.blend=r(\"blend\",!1);var n=t.positions.length>>>1,a=t.positions instanceof Float32Array,o=t.idToIndex instanceof Int32Array&&t.idToIndex.length>=n,s=t.positions,l=a?s:i.mallocFloat32(s.length),c=o?t.idToIndex:i.mallocInt32(n);if(a||l.set(s),!o)for(l.set(s),e=0;e<n;e++)c[e]=e;this.points=s,this.offsetBuffer.update(l),this.pickBuffer.update(c),a||i.free(l),o||i.free(c),this.pointCount=n,this.pickOffset=0},u.unifiedDraw=(l=[1,0,0,0,1,0,0,0,1],c=[0,0,0,0],function(t){var e=void 0!==t,r=e?this.pickShader:this.shader,n=this.plot.gl,a=this.plot.dataBox;if(0===this.pointCount)return t;var i=a[2]-a[0],o=a[3]-a[1],s=function(t,e){var r,n=0,a=t.length>>>1;for(r=0;r<a;r++){var i=t[2*r],o=t[2*r+1];i>=e[0]&&i<=e[2]&&o>=e[1]&&o<=e[3]&&n++}return n}(this.points,a),u=this.plot.pickPixelRatio*Math.max(Math.min(this.sizeMinCap,this.sizeMin),Math.min(this.sizeMax,this.sizeMax/Math.pow(s,.33333)));l[0]=2/i,l[4]=2/o,l[6]=-2*a[0]/i-1,l[7]=-2*a[1]/o-1,this.offsetBuffer.bind(),r.bind(),r.attributes.position.pointer(),r.uniforms.matrix=l,r.uniforms.color=this.color,r.uniforms.borderColor=this.borderColor,r.uniforms.pointCloud=u<5,r.uniforms.pointSize=u,r.uniforms.centerFraction=Math.min(1,Math.max(0,Math.sqrt(1-this.areaRatio))),e&&(c[0]=255&t,c[1]=t>>8&255,c[2]=t>>16&255,c[3]=t>>24&255,this.pickBuffer.bind(),r.attributes.pickId.pointer(n.UNSIGNED_BYTE),r.uniforms.pickOffset=c,this.pickOffset=t);var h=n.getParameter(n.BLEND),f=n.getParameter(n.DITHER);return h&&!this.blend&&n.disable(n.BLEND),f&&n.disable(n.DITHER),n.drawArrays(n.POINTS,0,this.pointCount),h&&!this.blend&&n.enable(n.BLEND),f&&n.enable(n.DITHER),t+this.pointCount}),u.draw=u.unifiedDraw,u.drawPick=u.unifiedDraw,u.pick=function(t,e,r){var n=this.pickOffset,a=this.pointCount;if(r<n||r>=n+a)return null;var i=r-n,o=this.points;return{object:this,pointId:i,dataCoord:[o[2*i],o[2*i+1]]}}},{\"./lib/shader\":294,\"gl-buffer\":244,\"gl-shader\":304,\"typedarray-pool\":544}],296:[function(t,e,r){e.exports=function(t,e,r,n){var a,i,o,s,l,c=e[0],u=e[1],h=e[2],f=e[3],p=r[0],d=r[1],g=r[2],v=r[3];(i=c*p+u*d+h*g+f*v)<0&&(i=-i,p=-p,d=-d,g=-g,v=-v);1-i>1e-6?(a=Math.acos(i),o=Math.sin(a),s=Math.sin((1-n)*a)/o,l=Math.sin(n*a)/o):(s=1-n,l=n);return t[0]=s*c+l*p,t[1]=s*u+l*d,t[2]=s*h+l*g,t[3]=s*f+l*v,t}},{}],297:[function(t,e,r){\"use strict\";e.exports=function(t){return t||0===t?t.toString():\"\"}},{}],298:[function(t,e,r){\"use strict\";var n=t(\"vectorize-text\");e.exports=function(t,e,r){var i=a[e];i||(i=a[e]={});if(t in i)return i[t];var o={textAlign:\"center\",textBaseline:\"middle\",lineHeight:1,font:e,lineSpacing:1.25,styletags:{breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},triangles:!0},s=n(t,o);o.triangles=!1;var l,c,u=n(t,o);if(r&&1!==r){for(l=0;l<s.positions.length;++l)for(c=0;c<s.positions[l].length;++c)s.positions[l][c]/=r;for(l=0;l<u.positions.length;++l)for(c=0;c<u.positions[l].length;++c)u.positions[l][c]/=r}var h=[[1/0,1/0],[-1/0,-1/0]],f=u.positions.length;for(l=0;l<f;++l){var p=u.positions[l];for(c=0;c<2;++c)h[0][c]=Math.min(h[0][c],p[c]),h[1][c]=Math.max(h[1][c],p[c])}return i[t]=[s,u,h]};var a={}},{\"vectorize-text\":549}],299:[function(t,e,r){var n=t(\"gl-shader\"),a=t(\"glslify\"),i=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform vec4 highlightId;\\nuniform float highlightScale;\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = 1.0;\\n    if(distance(highlightId, id) < 0.0001) {\\n      scale = highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1);\\n    vec4 viewPosition = view * worldPosition;\\n    viewPosition = viewPosition / viewPosition.w;\\n    vec4 clipPosition = projection * (viewPosition + scale * vec4(glyph.x, -glyph.y, 0, 0));\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),o=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float highlightScale, pixelRatio;\\nuniform vec4 highlightId;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = pixelRatio;\\n    if(distance(highlightId.bgr, id.bgr) < 0.001) {\\n      scale *= highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1.0);\\n    vec4 viewPosition = view * worldPosition;\\n    vec4 clipPosition = projection * viewPosition;\\n    clipPosition /= clipPosition.w;\\n\\n    gl_Position = clipPosition + vec4(screenSize * scale * vec2(glyph.x, -glyph.y), 0.0, 0.0);\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),s=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform float highlightScale;\\nuniform vec4 highlightId;\\nuniform vec3 axes[2];\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float scale, pixelRatio;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float lscale = pixelRatio * scale;\\n    if(distance(highlightId, id) < 0.0001) {\\n      lscale *= highlightScale;\\n    }\\n\\n    vec4 clipCenter   = projection * view * model * vec4(position, 1);\\n    vec3 dataPosition = position + 0.5*lscale*(axes[0] * glyph.x + axes[1] * glyph.y) * clipCenter.w * screenSize.y;\\n    vec4 clipPosition = projection * view * model * vec4(dataPosition, 1);\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = dataPosition;\\n  }\\n}\\n\"]),l=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float opacity;\\n\\nvarying vec4 interpColor;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (\\n    outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate) ||\\n    interpColor.a * opacity == 0.\\n  ) discard;\\n  gl_FragColor = interpColor * opacity;\\n}\\n\"]),c=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float pickGroup;\\n\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate)) discard;\\n\\n  gl_FragColor = vec4(pickGroup, pickId.bgr);\\n}\"]),u=[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"glyph\",type:\"vec2\"},{name:\"id\",type:\"vec4\"}],h={vertex:i,fragment:l,attributes:u},f={vertex:o,fragment:l,attributes:u},p={vertex:s,fragment:l,attributes:u},d={vertex:i,fragment:c,attributes:u},g={vertex:o,fragment:c,attributes:u},v={vertex:s,fragment:c,attributes:u};function m(t,e){var r=n(t,e),a=r.attributes;return a.position.location=0,a.color.location=1,a.glyph.location=2,a.id.location=3,r}r.createPerspective=function(t){return m(t,h)},r.createOrtho=function(t){return m(t,f)},r.createProject=function(t){return m(t,p)},r.createPickPerspective=function(t){return m(t,d)},r.createPickOrtho=function(t){return m(t,g)},r.createPickProject=function(t){return m(t,v)}},{\"gl-shader\":304,glslify:411}],300:[function(t,e,r){\"use strict\";var n=t(\"is-string-blank\"),a=t(\"gl-buffer\"),i=t(\"gl-vao\"),o=t(\"typedarray-pool\"),s=t(\"gl-mat4/multiply\"),l=t(\"./lib/shaders\"),c=t(\"./lib/glyphs\"),u=t(\"./lib/get-simple-string\"),h=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function f(t,e){var r=t[0],n=t[1],a=t[2],i=t[3];return t[0]=e[0]*r+e[4]*n+e[8]*a+e[12]*i,t[1]=e[1]*r+e[5]*n+e[9]*a+e[13]*i,t[2]=e[2]*r+e[6]*n+e[10]*a+e[14]*i,t[3]=e[3]*r+e[7]*n+e[11]*a+e[15]*i,t}function p(t,e,r,n){return f(n,n),f(n,n),f(n,n)}function d(t,e){this.index=t,this.dataCoordinate=this.position=e}function g(t){return!0===t?1:t>1?1:t}function v(t,e,r,n,a,i,o,s,l,c,u,h){this.gl=t,this.pixelRatio=1,this.shader=e,this.orthoShader=r,this.projectShader=n,this.pointBuffer=a,this.colorBuffer=i,this.glyphBuffer=o,this.idBuffer=s,this.vao=l,this.vertexCount=0,this.lineVertexCount=0,this.opacity=1,this.hasAlpha=!1,this.lineWidth=0,this.projectScale=[2/3,2/3,2/3],this.projectOpacity=[1,1,1],this.projectHasAlpha=!1,this.pickId=0,this.pickPerspectiveShader=c,this.pickOrthoShader=u,this.pickProjectShader=h,this.points=[],this._selectResult=new d(0,[0,0,0]),this.useOrtho=!0,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.axesProject=[!0,!0,!0],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.highlightId=[1,1,1,1],this.highlightScale=2,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.dirty=!0}e.exports=function(t){var e=t.gl,r=l.createPerspective(e),n=l.createOrtho(e),o=l.createProject(e),s=l.createPickPerspective(e),c=l.createPickOrtho(e),u=l.createPickProject(e),h=a(e),f=a(e),p=a(e),d=a(e),g=i(e,[{buffer:h,size:3,type:e.FLOAT},{buffer:f,size:4,type:e.FLOAT},{buffer:p,size:2,type:e.FLOAT},{buffer:d,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),m=new v(e,r,n,o,h,f,p,d,g,s,c,u);return m.update(t),m};var m=v.prototype;m.pickSlots=1,m.setPickBase=function(t){this.pickId=t},m.isTransparent=function(){if(this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&this.projectHasAlpha)return!0;return!1},m.isOpaque=function(){if(!this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&!this.projectHasAlpha)return!0;return!1};var y=[0,0],x=[0,0,0],b=[0,0,0],_=[0,0,0,1],w=[0,0,0,1],k=h.slice(),T=[0,0,0],M=[[0,0,0],[0,0,0]];function A(t){return t[0]=t[1]=t[2]=0,t}function S(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function E(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}function L(t,e,r,n){var a,i=e.axesProject,o=e.gl,l=t.uniforms,c=r.model||h,u=r.view||h,f=r.projection||h,d=e.axesBounds,g=function(t){for(var e=M,r=0;r<2;++r)for(var n=0;n<3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}(e.clipBounds);a=e.axes&&e.axes.lastCubeProps?e.axes.lastCubeProps.axis:[1,1,1],y[0]=2/o.drawingBufferWidth,y[1]=2/o.drawingBufferHeight,t.bind(),l.view=u,l.projection=f,l.screenSize=y,l.highlightId=e.highlightId,l.highlightScale=e.highlightScale,l.clipBounds=g,l.pickGroup=e.pickId/255,l.pixelRatio=n;for(var v=0;v<3;++v)if(i[v]){l.scale=e.projectScale[v],l.opacity=e.projectOpacity[v];for(var m=k,L=0;L<16;++L)m[L]=0;for(L=0;L<4;++L)m[5*L]=1;m[5*v]=0,a[v]<0?m[12+v]=d[0][v]:m[12+v]=d[1][v],s(m,c,m),l.model=m;var C=(v+1)%3,P=(v+2)%3,O=A(x),z=A(b);O[C]=1,z[P]=1;var I=p(0,0,0,S(_,O)),D=p(0,0,0,S(w,z));if(Math.abs(I[1])>Math.abs(D[1])){var R=I;I=D,D=R,R=O,O=z,z=R;var F=C;C=P,P=F}I[0]<0&&(O[C]=-1),D[1]>0&&(z[P]=-1);var B=0,N=0;for(L=0;L<4;++L)B+=Math.pow(c[4*C+L],2),N+=Math.pow(c[4*P+L],2);O[C]/=Math.sqrt(B),z[P]/=Math.sqrt(N),l.axes[0]=O,l.axes[1]=z,l.fragClipBounds[0]=E(T,g[0],v,-1e8),l.fragClipBounds[1]=E(T,g[1],v,1e8),e.vao.bind(),e.vao.draw(o.TRIANGLES,e.vertexCount),e.lineWidth>0&&(o.lineWidth(e.lineWidth*n),e.vao.draw(o.LINES,e.lineVertexCount,e.vertexCount)),e.vao.unbind()}}var C=[[-1e8,-1e8,-1e8],[1e8,1e8,1e8]];function P(t,e,r,n,a,i,o){var s=r.gl;if((i===r.projectHasAlpha||o)&&L(e,r,n,a),i===r.hasAlpha||o){t.bind();var l=t.uniforms;l.model=n.model||h,l.view=n.view||h,l.projection=n.projection||h,y[0]=2/s.drawingBufferWidth,y[1]=2/s.drawingBufferHeight,l.screenSize=y,l.highlightId=r.highlightId,l.highlightScale=r.highlightScale,l.fragClipBounds=C,l.clipBounds=r.axes.bounds,l.opacity=r.opacity,l.pickGroup=r.pickId/255,l.pixelRatio=a,r.vao.bind(),r.vao.draw(s.TRIANGLES,r.vertexCount),r.lineWidth>0&&(s.lineWidth(r.lineWidth*a),r.vao.draw(s.LINES,r.lineVertexCount,r.vertexCount)),r.vao.unbind()}}function O(t,e,r,a){var i;i=Array.isArray(t)?e<t.length?t[e]:void 0:t,i=u(i);var o=!0;n(i)&&(i=\"\\u25bc\",o=!1);var s=c(i,r,a);return{mesh:s[0],lines:s[1],bounds:s[2],visible:o}}m.draw=function(t){P(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!1,!1)},m.drawTransparent=function(t){P(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!0,!1)},m.drawPick=function(t){P(this.useOrtho?this.pickOrthoShader:this.pickPerspectiveShader,this.pickProjectShader,this,t,1,!0,!0)},m.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[2]+(t.value[1]<<8)+(t.value[0]<<16);if(e>=this.pointCount||e<0)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var a=0;a<3;++a)n.position[a]=n.dataCoordinate[a]=r[a];return n},m.highlight=function(t){if(t){var e=t.index,r=255&e,n=e>>8&255,a=e>>16&255;this.highlightId=[r/255,n/255,a/255,0]}else this.highlightId=[1,1,1,1]},m.update=function(t){if(\"perspective\"in(t=t||{})&&(this.useOrtho=!t.perspective),\"orthographic\"in t&&(this.useOrtho=!!t.orthographic),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"project\"in t)if(Array.isArray(t.project))this.axesProject=t.project;else{var e=!!t.project;this.axesProject=[e,e,e]}if(\"projectScale\"in t)if(Array.isArray(t.projectScale))this.projectScale=t.projectScale.slice();else{var r=+t.projectScale;this.projectScale=[r,r,r]}if(this.projectHasAlpha=!1,\"projectOpacity\"in t){if(Array.isArray(t.projectOpacity))this.projectOpacity=t.projectOpacity.slice();else{r=+t.projectOpacity;this.projectOpacity=[r,r,r]}for(var n=0;n<3;++n)this.projectOpacity[n]=g(this.projectOpacity[n]),this.projectOpacity[n]<1&&(this.projectHasAlpha=!0)}this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=g(t.opacity),this.opacity<1&&(this.hasAlpha=!0)),this.dirty=!0;var a,i,s=t.position,l=t.font||\"normal\",c=t.alignment||[0,0];if(2===c.length)a=c[0],i=c[1];else{a=[],i=[];for(n=0;n<c.length;++n)a[n]=c[n][0],i[n]=c[n][1]}var u=[1/0,1/0,1/0],h=[-1/0,-1/0,-1/0],f=t.glyph,p=t.color,d=t.size,v=t.angle,m=t.lineColor,y=-1,x=0,b=0,_=0;if(s.length){_=s.length;t:for(n=0;n<_;++n){for(var w=s[n],k=0;k<3;++k)if(isNaN(w[k])||!isFinite(w[k]))continue t;var T=(N=O(f,n,l,this.pixelRatio)).mesh,M=N.lines,A=N.bounds;x+=3*T.cells.length,b+=2*M.edges.length}}var S=x+b,E=o.mallocFloat(3*S),L=o.mallocFloat(4*S),C=o.mallocFloat(2*S),P=o.mallocUint32(S);if(S>0){var z=0,I=x,D=[0,0,0,1],R=[0,0,0,1],F=Array.isArray(p)&&Array.isArray(p[0]),B=Array.isArray(m)&&Array.isArray(m[0]);t:for(n=0;n<_;++n){y+=1;for(w=s[n],k=0;k<3;++k){if(isNaN(w[k])||!isFinite(w[k]))continue t;h[k]=Math.max(h[k],w[k]),u[k]=Math.min(u[k],w[k])}T=(N=O(f,n,l,this.pixelRatio)).mesh,M=N.lines,A=N.bounds;var N,j=N.visible;if(j)if(Array.isArray(p)){if(3===(V=F?n<p.length?p[n]:[0,0,0,0]:p).length){for(k=0;k<3;++k)D[k]=V[k];D[3]=1}else if(4===V.length){for(k=0;k<4;++k)D[k]=V[k];!this.hasAlpha&&V[3]<1&&(this.hasAlpha=!0)}}else D[0]=D[1]=D[2]=0,D[3]=1;else D=[1,1,1,0];if(j)if(Array.isArray(m)){var V;if(3===(V=B?n<m.length?m[n]:[0,0,0,0]:m).length){for(k=0;k<3;++k)R[k]=V[k];R[k]=1}else if(4===V.length){for(k=0;k<4;++k)R[k]=V[k];!this.hasAlpha&&V[3]<1&&(this.hasAlpha=!0)}}else R[0]=R[1]=R[2]=0,R[3]=1;else R=[1,1,1,0];var U=.5;j?Array.isArray(d)?U=n<d.length?+d[n]:12:d?U=+d:this.useOrtho&&(U=12):U=0;var q=0;Array.isArray(v)?q=n<v.length?+v[n]:0:v&&(q=+v);var H=Math.cos(q),G=Math.sin(q);for(w=s[n],k=0;k<3;++k)h[k]=Math.max(h[k],w[k]),u[k]=Math.min(u[k],w[k]);var Y=a,W=i;Y=0;Array.isArray(a)?Y=n<a.length?a[n]:0:a&&(Y=a);W=0;Array.isArray(i)?W=n<i.length?i[n]:0:i&&(W=i);var X=[Y*=Y>0?1-A[0][0]:Y<0?1+A[1][0]:1,W*=W>0?1-A[0][1]:W<0?1+A[1][1]:1],Z=T.cells||[],J=T.positions||[];for(k=0;k<Z.length;++k)for(var K=Z[k],Q=0;Q<3;++Q){for(var $=0;$<3;++$)E[3*z+$]=w[$];for($=0;$<4;++$)L[4*z+$]=D[$];P[z]=y;var tt=J[K[Q]];C[2*z]=U*(H*tt[0]-G*tt[1]+X[0]),C[2*z+1]=U*(G*tt[0]+H*tt[1]+X[1]),z+=1}for(Z=M.edges,J=M.positions,k=0;k<Z.length;++k)for(K=Z[k],Q=0;Q<2;++Q){for($=0;$<3;++$)E[3*I+$]=w[$];for($=0;$<4;++$)L[4*I+$]=R[$];P[I]=y;tt=J[K[Q]];C[2*I]=U*(H*tt[0]-G*tt[1]+X[0]),C[2*I+1]=U*(G*tt[0]+H*tt[1]+X[1]),I+=1}}}this.bounds=[u,h],this.points=s,this.pointCount=s.length,this.vertexCount=x,this.lineVertexCount=b,this.pointBuffer.update(E),this.colorBuffer.update(L),this.glyphBuffer.update(C),this.idBuffer.update(P),o.free(E),o.free(L),o.free(C),o.free(P)},m.dispose=function(){this.shader.dispose(),this.orthoShader.dispose(),this.pickPerspectiveShader.dispose(),this.pickOrthoShader.dispose(),this.vao.dispose(),this.pointBuffer.dispose(),this.colorBuffer.dispose(),this.glyphBuffer.dispose(),this.idBuffer.dispose()}},{\"./lib/get-simple-string\":297,\"./lib/glyphs\":298,\"./lib/shaders\":299,\"gl-buffer\":244,\"gl-mat4/multiply\":270,\"gl-vao\":329,\"is-string-blank\":425,\"typedarray-pool\":544}],301:[function(t,e,r){\"use strict\";var n=t(\"glslify\");r.boxVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 vertex;\\n\\nuniform vec2 cornerA, cornerB;\\n\\nvoid main() {\\n  gl_Position = vec4(mix(cornerA, cornerB, vertex), 0, 1);\\n}\\n\"]),r.boxFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\n\\nvoid main() {\\n  gl_FragColor = color;\\n}\\n\"])},{glslify:411}],302:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),a=t(\"gl-buffer\"),i=t(\"./lib/shaders\");function o(t,e,r){this.plot=t,this.boxBuffer=e,this.boxShader=r,this.enabled=!0,this.selectBox=[1/0,1/0,-1/0,-1/0],this.borderColor=[0,0,0,1],this.innerFill=!1,this.innerColor=[0,0,0,.25],this.outerFill=!0,this.outerColor=[0,0,0,.5],this.borderWidth=10}e.exports=function(t,e){var r=t.gl,s=a(r,[0,0,0,1,1,0,1,1]),l=n(r,i.boxVertex,i.boxFragment),c=new o(t,s,l);return c.update(e),t.addOverlay(c),c};var s=o.prototype;s.draw=function(){if(this.enabled){var t=this.plot,e=this.selectBox,r=this.borderWidth,n=(this.innerFill,this.innerColor),a=(this.outerFill,this.outerColor),i=this.borderColor,o=t.box,s=t.screenBox,l=t.dataBox,c=t.viewBox,u=t.pixelRatio,h=(e[0]-l[0])*(c[2]-c[0])/(l[2]-l[0])+c[0],f=(e[1]-l[1])*(c[3]-c[1])/(l[3]-l[1])+c[1],p=(e[2]-l[0])*(c[2]-c[0])/(l[2]-l[0])+c[0],d=(e[3]-l[1])*(c[3]-c[1])/(l[3]-l[1])+c[1];if(h=Math.max(h,c[0]),f=Math.max(f,c[1]),p=Math.min(p,c[2]),d=Math.min(d,c[3]),!(p<h||d<f)){o.bind();var g=s[2]-s[0],v=s[3]-s[1];if(this.outerFill&&(o.drawBox(0,0,g,f,a),o.drawBox(0,f,h,d,a),o.drawBox(0,d,g,v,a),o.drawBox(p,f,g,d,a)),this.innerFill&&o.drawBox(h,f,p,d,n),r>0){var 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o}(this.gl,t.shader,e.shader,r,a),t.programs.push(i),e.programs.push(i)),o}},{\"./GLError\":305,\"gl-format-compiler-error\":253,\"weakmap-shim\":554}],311:[function(t,e,r){\"use strict\";function n(t){this.plot=t,this.enable=[!0,!0,!1,!1],this.width=[1,1,1,1],this.color=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.center=[1/0,1/0]}e.exports=function(t,e){var r=new n(t);return r.update(e),t.addOverlay(r),r};var a=n.prototype;a.update=function(t){t=t||{},this.enable=(t.enable||[!0,!0,!1,!1]).slice(),this.width=(t.width||[1,1,1,1]).slice(),this.color=(t.color||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]).map(function(t){return t.slice()}),this.center=(t.center||[1/0,1/0]).slice(),this.plot.setOverlayDirty()},a.draw=function(){var t=this.enable,e=this.width,r=this.color,n=this.center,a=this.plot,i=a.line,o=a.dataBox,s=a.viewBox;if(i.bind(),o[0]<=n[0]&&n[0]<=o[2]&&o[1]<=n[1]&&n[1]<=o[3]){var l=s[0]+(n[0]-o[0])/(o[2]-o[0])*(s[2]-s[0]),c=s[1]+(n[1]-o[1])/(o[3]-o[1])*(s[3]-s[1]);t[0]&&i.drawLine(l,c,s[0],c,e[0],r[0]),t[1]&&i.drawLine(l,c,l,s[1],e[1],r[1]),t[2]&&i.drawLine(l,c,s[2],c,e[2],r[2]),t[3]&&i.drawLine(l,c,l,s[3],e[3],r[3])}},a.dispose=function(){this.plot.removeOverlay(this)}},{}],312:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),a=t(\"gl-shader\"),i=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, color;\\nattribute float weight;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 coordinates[3];\\nuniform vec4 colors[3];\\nuniform vec2 screenShape;\\nuniform float lineWidth;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vertexPosition = mix(coordinates[0],\\n    mix(coordinates[2], coordinates[1], 0.5 * (position + 1.0)), abs(position));\\n\\n  vec4 clipPos = projection * view * model * vec4(vertexPosition, 1.0);\\n  vec2 clipOffset = (projection * view * model * vec4(color, 0.0)).xy;\\n  vec2 delta = weight * clipOffset * screenShape;\\n  vec2 lineOffset = normalize(vec2(delta.y, -delta.x)) / screenShape;\\n\\n  gl_Position   = vec4(clipPos.xy + clipPos.w * 0.5 * lineWidth * lineOffset, clipPos.z, clipPos.w);\\n  fragColor     = color.x * colors[0] + color.y * colors[1] + color.z * colors[2];\\n}\\n\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  gl_FragColor = fragColor;\\n}\"]);e.exports=function(t){return a(t,i,o,null,[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec3\"},{name:\"weight\",type:\"float\"}])}},{\"gl-shader\":304,glslify:411}],313:[function(t,e,r){\"use strict\";var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"./shaders/index\");e.exports=function(t,e){var r=[];function o(t,e,n,a,i,o){var s=[t,e,n,0,0,0,1];s[a+3]=1,s[a]=i,r.push.apply(r,s),s[6]=-1,r.push.apply(r,s),s[a]=o,r.push.apply(r,s),r.push.apply(r,s),s[6]=1,r.push.apply(r,s),s[a]=i,r.push.apply(r,s)}o(0,0,0,0,0,1),o(0,0,0,1,0,1),o(0,0,0,2,0,1),o(1,0,0,1,-1,1),o(1,0,0,2,-1,1),o(0,1,0,0,-1,1),o(0,1,0,2,-1,1),o(0,0,1,0,-1,1),o(0,0,1,1,-1,1);var l=n(t,r),c=a(t,[{type:t.FLOAT,buffer:l,size:3,offset:0,stride:28},{type:t.FLOAT,buffer:l,size:3,offset:12,stride:28},{type:t.FLOAT,buffer:l,size:1,offset:24,stride:28}]),u=i(t);u.attributes.position.location=0,u.attributes.color.location=1,u.attributes.weight.location=2;var h=new s(t,l,c,u);return h.update(e),h};var o=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function s(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n,this.pixelRatio=1,this.bounds=[[-1e3,-1e3,-1e3],[1e3,1e3,1e3]],this.position=[0,0,0],this.lineWidth=[2,2,2],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.enabled=[!0,!0,!0],this.drawSides=[!0,!0,!0],this.axes=null}var l=s.prototype,c=[0,0,0],u=[0,0,0],h=[0,0];l.isTransparent=function(){return!1},l.drawTransparent=function(t){},l.draw=function(t){var e=this.gl,r=this.vao,n=this.shader;r.bind(),n.bind();var a,i=t.model||o,s=t.view||o,l=t.projection||o;this.axes&&(a=this.axes.lastCubeProps.axis);for(var f=c,p=u,d=0;d<3;++d)a&&a[d]<0?(f[d]=this.bounds[0][d],p[d]=this.bounds[1][d]):(f[d]=this.bounds[1][d],p[d]=this.bounds[0][d]);h[0]=e.drawingBufferWidth,h[1]=e.drawingBufferHeight,n.uniforms.model=i,n.uniforms.view=s,n.uniforms.projection=l,n.uniforms.coordinates=[this.position,f,p],n.uniforms.colors=this.colors,n.uniforms.screenShape=h;for(d=0;d<3;++d)n.uniforms.lineWidth=this.lineWidth[d]*this.pixelRatio,this.enabled[d]&&(r.draw(e.TRIANGLES,6,6*d),this.drawSides[d]&&r.draw(e.TRIANGLES,12,18+12*d));r.unbind()},l.update=function(t){t&&(\"bounds\"in t&&(this.bounds=t.bounds),\"position\"in t&&(this.position=t.position),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"colors\"in t&&(this.colors=t.colors),\"enabled\"in t&&(this.enabled=t.enabled),\"drawSides\"in t&&(this.drawSides=t.drawSides))},l.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders/index\":312,\"gl-buffer\":244,\"gl-vao\":329}],314:[function(t,e,r){var n=t(\"glslify\"),a=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, tubeScale;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * tubePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(tubePosition, 1.0);\\n  vec4 t_position  = view * tubePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = tubePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),i=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float tubeScale;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  gl_Position = projection * view * tubePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);r.meshShader={vertex:a,fragment:i,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec4\"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec4\"}]}},{glslify:411}],315:[function(t,e,r){\"use strict\";var n=t(\"gl-vec3\"),a=t(\"gl-vec4\"),i=[\"xyz\",\"xzy\",\"yxz\",\"yzx\",\"zxy\",\"zyx\"],o=function(t,e,r,i){for(var o=0,s=0;s<t.length;s++)for(var l=t[s].velocities,c=0;c<l.length;c++)o=Math.max(o,n.length(l[c]));var u=t.map(function(t){return function(t,e,r,i){for(var o=t.points,s=t.velocities,l=t.divergences,c=[],u=[],h=[],f=[],p=[],d=[],g=0,v=0,m=a.create(),y=a.create(),x=0;x<o.length;x++){var b=o[x],_=s[x],w=l[x];0===e&&(w=.05*r),v=n.length(_)/i,m=a.create(),n.copy(m,_),m[3]=w;for(var k=0;k<8;k++)p[k]=[b[0],b[1],b[2],k];if(f.length>0)for(k=0;k<8;k++){var T=(k+1)%8;c.push(f[k],p[k],p[T],p[T],f[T],f[k]),h.push(y,m,m,m,y,y),d.push(g,v,v,v,g,g);var M=c.length;u.push([M-6,M-5,M-4],[M-3,M-2,M-1])}var A=f;f=p,p=A;var S=y;y=m,m=S;var E=g;g=v,v=E}return{positions:c,cells:u,vectors:h,vertexIntensity:d}}(t,r,i,o)}),h=[],f=[],p=[],d=[];for(s=0;s<u.length;s++){var g=u[s],v=h.length;h=h.concat(g.positions),p=p.concat(g.vectors),d=d.concat(g.vertexIntensity);for(c=0;c<g.cells.length;c++){var m=g.cells[c],y=[];f.push(y);for(var x=0;x<m.length;x++)y.push(m[x]+v)}}return{positions:h,cells:f,vectors:p,vertexIntensity:d,colormap:e}},s=function(t,e){var r,n=t.length;for(r=0;r<n;r++){var a=t[r];if(a===e)return r;if(a>e)return r-1}return r},l=function(t,e,r){return t<e?e:t>r?r:t},c=function(t){var e=1/0;t.sort(function(t,e){return t-e});for(var r=t.length,n=1;n<r;n++){var a=Math.abs(t[n]-t[n-1]);a<e&&(e=a)}return e};e.exports=function(t,e){var r=t.startingPositions,a=t.maxLength||1e3,u=t.tubeSize||1,h=t.absoluteTubeSize,f=t.gridFill||\"+x+y+z\",p={};-1!==f.indexOf(\"-x\")&&(p.reversedX=!0),-1!==f.indexOf(\"-y\")&&(p.reversedY=!0),-1!==f.indexOf(\"-z\")&&(p.reversedZ=!0),p.filled=i.indexOf(f.replace(/-/g,\"\").replace(/\\+/g,\"\"));var d=t.getVelocity||function(e){return function(t,e,r){var a=e.vectors,i=e.meshgrid,o=t[0],c=t[1],u=t[2],h=i[0].length,f=i[1].length,p=i[2].length,d=s(i[0],o),g=s(i[1],c),v=s(i[2],u),m=d+1,y=g+1,x=v+1;if(d=l(d,0,h-1),m=l(m,0,h-1),g=l(g,0,f-1),y=l(y,0,f-1),v=l(v,0,p-1),x=l(x,0,p-1),d<0||g<0||v<0||m>h-1||y>f-1||x>p-1)return n.create();var b,_,w,k,T,M,A=i[0][d],S=i[0][m],E=i[1][g],L=i[1][y],C=i[2][v],P=(o-A)/(S-A),O=(c-E)/(L-E),z=(u-C)/(i[2][x]-C);switch(isFinite(P)||(P=.5),isFinite(O)||(O=.5),isFinite(z)||(z=.5),r.reversedX&&(d=h-1-d,m=h-1-m),r.reversedY&&(g=f-1-g,y=f-1-y),r.reversedZ&&(v=p-1-v,x=p-1-x),r.filled){case 5:T=v,M=x,w=g*p,k=y*p,b=d*p*f,_=m*p*f;break;case 4:T=v,M=x,b=d*p,_=m*p,w=g*p*h,k=y*p*h;break;case 3:w=g,k=y,T=v*f,M=x*f,b=d*f*p,_=m*f*p;break;case 2:w=g,k=y,b=d*f,_=m*f,T=v*f*h,M=x*f*h;break;case 1:b=d,_=m,T=v*h,M=x*h,w=g*h*p,k=y*h*p;break;default:b=d,_=m,w=g*h,k=y*h,T=v*h*f,M=x*h*f}var I=a[b+w+T],D=a[b+w+M],R=a[b+k+T],F=a[b+k+M],B=a[_+w+T],N=a[_+w+M],j=a[_+k+T],V=a[_+k+M],U=n.create(),q=n.create(),H=n.create(),G=n.create();n.lerp(U,I,B,P),n.lerp(q,D,N,P),n.lerp(H,R,j,P),n.lerp(G,F,V,P);var Y=n.create(),W=n.create();n.lerp(Y,U,H,O),n.lerp(W,q,G,O);var X=n.create();return n.lerp(X,Y,W,z),X}(e,t,p)},g=t.getDivergence||function(t,e){var r=n.create(),a=1e-4;n.add(r,t,[a,0,0]);var i=d(r);n.subtract(i,i,e),n.scale(i,i,1e4),n.add(r,t,[0,a,0]);var o=d(r);n.subtract(o,o,e),n.scale(o,o,1e4),n.add(r,t,[0,0,a]);var s=d(r);return n.subtract(s,s,e),n.scale(s,s,1e4),n.add(r,i,o),n.add(r,r,s),r},v=[],m=e[0][0],y=e[0][1],x=e[0][2],b=e[1][0],_=e[1][1],w=e[1][2],k=function(t){var e=t[0],r=t[1],n=t[2];return!(e<m||e>b||r<y||r>_||n<x||n>w)},T=10*n.distance(e[0],e[1])/a,M=T*T,A=1,S=0,E=r.length;E>1&&(A=function(t){for(var e=[],r=[],n=[],a={},i={},o={},s=t.length,l=0;l<s;l++){var u=t[l],h=u[0],f=u[1],p=u[2];a[h]||(e.push(h),a[h]=!0),i[f]||(r.push(f),i[f]=!0),o[p]||(n.push(p),o[p]=!0)}var d=c(e),g=c(r),v=c(n),m=Math.min(d,g,v);return isFinite(m)?m:1}(r));for(var L=0;L<E;L++){var C=n.create();n.copy(C,r[L]);var P=[C],O=[],z=d(C),I=C;O.push(z);var D=[],R=g(C,z),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F),v.push({points:P,velocities:O,divergences:D});for(var B=0;B<100*a&&P.length<a&&k(C);){B++;var N=n.clone(z),j=n.squaredLength(N);if(0===j)break;if(j>M&&n.scale(N,N,T/Math.sqrt(j)),n.add(N,N,C),z=d(N),n.squaredDistance(I,N)-M>-1e-4*M){P.push(N),I=N,O.push(z);R=g(N,z),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F)}C=N}}var V=o(v,t.colormap,S,A);return h?V.tubeScale=h:(0===S&&(S=1),V.tubeScale=.5*u*A/S),V};var u=t(\"./lib/shaders\"),h=t(\"gl-cone3d\").createMesh;e.exports.createTubeMesh=function(t,e){return h(t,e,{shaders:u,traceType:\"streamtube\"})}},{\"./lib/shaders\":314,\"gl-cone3d\":245,\"gl-vec3\":348,\"gl-vec4\":384}],316:[function(t,e,r){var n=t(\"gl-shader\"),a=t(\"glslify\"),i=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute vec3 f;\\nattribute vec3 normal;\\n\\nuniform vec3 objectOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 lightPosition, eyePosition;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 localCoordinate = vec3(uv.zw, f.x);\\n  worldCoordinate = objectOffset + localCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n  vec4 clipPosition = projection * view * worldPosition;\\n  gl_Position = clipPosition;\\n  kill = f.y;\\n  value = f.z;\\n  planeCoordinate = uv.xy;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * worldPosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  lightDirection = lightPosition - cameraCoordinate.xyz;\\n  eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  surfaceNormal  = normalize((vec4(normal,0) * inverseModel).xyz);\\n}\\n\"]),o=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat beckmannSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness) {\\n  return beckmannDistribution(dot(surfaceNormal, normalize(lightDirection + viewDirection)), roughness);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 lowerBound, upperBound;\\nuniform float contourTint;\\nuniform vec4 contourColor;\\nuniform sampler2D colormap;\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform float vertexColor;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  if ((kill > 0.0) ||\\n      (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) discard;\\n\\n  vec3 N = normalize(surfaceNormal);\\n  vec3 V = normalize(eyeDirection);\\n  vec3 L = normalize(lightDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = max(beckmannSpecular(L, V, N, roughness), 0.);\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  //decide how to interpolate color \\u2014 in vertex or in fragment\\n  vec4 surfaceColor =\\n    step(vertexColor, .5) * texture2D(colormap, vec2(value, value)) +\\n    step(.5, vertexColor) * vColor;\\n\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = mix(litColor, contourColor, contourTint) * opacity;\\n}\\n\"]),s=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute float f;\\n\\nuniform vec3 objectOffset;\\nuniform mat3 permutation;\\nuniform mat4 model, view, projection;\\nuniform float height, zOffset;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 dataCoordinate = permutation * vec3(uv.xy, height);\\n  worldCoordinate = objectOffset + dataCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n\\n  vec4 clipPosition = projection * view * worldPosition;\\n  clipPosition.z += zOffset;\\n\\n  gl_Position = clipPosition;\\n  value = f + objectOffset.z;\\n  kill = -1.0;\\n  planeCoordinate = uv.zw;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Don't do lighting for contours\\n  surfaceNormal   = vec3(1,0,0);\\n  eyeDirection    = vec3(0,1,0);\\n  lightDirection  = vec3(0,0,1);\\n}\\n\"]),l=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec2 shape;\\nuniform vec3 clipBounds[2];\\nuniform float pickId;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 surfaceNormal;\\n\\nvec2 splitFloat(float v) {\\n  float vh = 255.0 * v;\\n  float upper = floor(vh);\\n  float lower = fract(vh);\\n  return vec2(upper / 255.0, floor(lower * 16.0) / 16.0);\\n}\\n\\nvoid main() {\\n  if ((kill > 0.0) ||\\n      (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) discard;\\n\\n  vec2 ux = splitFloat(planeCoordinate.x / shape.x);\\n  vec2 uy = splitFloat(planeCoordinate.y / shape.y);\\n  gl_FragColor = vec4(pickId, ux.x, uy.x, ux.y + (uy.y/16.0));\\n}\\n\"]);r.createShader=function(t){var e=n(t,i,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createPickShader=function(t){var e=n(t,i,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createContourShader=function(t){var e=n(t,s,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},r.createPickContourShader=function(t){var e=n(t,s,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},{\"gl-shader\":304,glslify:411}],317:[function(t,e,r){arguments[4][113][0].apply(r,arguments)},{dup:113}],318:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=y(e),n=b(e),s=x(e),l=_(e),c=a(e),u=i(e,[{buffer:c,size:4,stride:w,offset:0},{buffer:c,size:3,stride:w,offset:16},{buffer:c,size:3,stride:w,offset:28}]),h=a(e),f=i(e,[{buffer:h,size:4,stride:20,offset:0},{buffer:h,size:1,stride:20,offset:16}]),p=a(e),d=i(e,[{buffer:p,size:2,type:e.FLOAT}]),g=o(e,1,S,e.RGBA,e.UNSIGNED_BYTE);g.minFilter=e.LINEAR,g.magFilter=e.LINEAR;var v=new E(e,[0,0],[[0,0,0],[0,0,0]],r,n,c,u,g,s,l,h,f,p,d,[0,0,0]),m={levels:[[],[],[]]};for(var k in t)m[k]=t[k];return m.colormap=m.colormap||\"jet\",v.update(m),v};var n=t(\"bit-twiddle\"),a=t(\"gl-buffer\"),i=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"typedarray-pool\"),l=t(\"colormap\"),c=t(\"ndarray-ops\"),u=t(\"ndarray-pack\"),h=t(\"ndarray\"),f=t(\"surface-nets\"),p=t(\"gl-mat4/multiply\"),d=t(\"gl-mat4/invert\"),g=t(\"binary-search-bounds\"),v=t(\"ndarray-gradient\"),m=t(\"./lib/shaders\"),y=m.createShader,x=m.createContourShader,b=m.createPickShader,_=m.createPickContourShader,w=40,k=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],T=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],M=[[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0]];function A(t,e,r,n,a){this.position=t,this.index=e,this.uv=r,this.level=n,this.dataCoordinate=a}!function(){for(var t=0;t<3;++t){var e=M[t],r=(t+2)%3;e[(t+1)%3+0]=1,e[r+3]=1,e[t+6]=1}}();var S=256;function E(t,e,r,n,a,i,o,l,c,u,f,p,d,g,v){this.gl=t,this.shape=e,this.bounds=r,this.objectOffset=v,this.intensityBounds=[],this._shader=n,this._pickShader=a,this._coordinateBuffer=i,this._vao=o,this._colorMap=l,this._contourShader=c,this._contourPickShader=u,this._contourBuffer=f,this._contourVAO=p,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new A([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=d,this._dynamicVAO=g,this._dynamicOffsets=[0,0,0],this._dynamicCounts=[0,0,0],this.contourWidth=[1,1,1],this.contourLevels=[[1],[1],[1]],this.contourTint=[0,0,0],this.contourColor=[[.5,.5,.5,1],[.5,.5,.5,1],[.5,.5,.5,1]],this.showContour=!0,this.showSurface=!0,this.enableHighlight=[!0,!0,!0],this.highlightColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.highlightTint=[1,1,1],this.highlightLevel=[-1,-1,-1],this.enableDynamic=[!0,!0,!0],this.dynamicLevel=[NaN,NaN,NaN],this.dynamicColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.dynamicTint=[1,1,1],this.dynamicWidth=[1,1,1],this.axesBounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.surfaceProject=[!1,!1,!1],this.contourProject=[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],this.colorBounds=[!1,!1],this._field=[h(s.mallocFloat(1024),[0,0]),h(s.mallocFloat(1024),[0,0]),h(s.mallocFloat(1024),[0,0])],this.pickId=1,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.snapToData=!1,this.pixelRatio=1,this.opacity=1,this.lightPosition=[10,1e4,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.vertexColor=0,this.dirty=!0}var L=E.prototype;L.isTransparent=function(){return this.opacity<1},L.isOpaque=function(){if(this.opacity>=1)return!0;for(var t=0;t<3;++t)if(this._contourCounts[t].length>0||this._dynamicCounts[t]>0)return!0;return!1},L.pickSlots=1,L.setPickBase=function(t){this.pickId=t};var C=[0,0,0],P={showSurface:!1,showContour:!1,projections:[k.slice(),k.slice(),k.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]};function O(t,e){var r,n,a,i=e.axes&&e.axes.lastCubeProps.axis||C,o=e.showSurface,s=e.showContour;for(r=0;r<3;++r)for(o=o||e.surfaceProject[r],n=0;n<3;++n)s=s||e.contourProject[r][n];for(r=0;r<3;++r){var l=P.projections[r];for(n=0;n<16;++n)l[n]=0;for(n=0;n<4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(i[r]>0)][r],p(l,t.model,l);var c=P.clipBounds[r];for(a=0;a<2;++a)for(n=0;n<3;++n)c[a][n]=t.clipBounds[a][n];c[0][r]=-1e8,c[1][r]=1e8}return P.showSurface=o,P.showContour=s,P}var z={model:k,view:k,projection:k,inverseModel:k.slice(),lowerBound:[0,0,0],upperBound:[0,0,0],colorMap:0,clipBounds:[[0,0,0],[0,0,0]],height:0,contourTint:0,contourColor:[0,0,0,1],permutation:[1,0,0,0,1,0,0,0,1],zOffset:-1e-4,objectOffset:[0,0,0],kambient:1,kdiffuse:1,kspecular:1,lightPosition:[1e3,1e3,1e3],eyePosition:[0,0,0],roughness:1,fresnel:1,opacity:1,vertexColor:0},I=k.slice(),D=[1,0,0,0,1,0,0,0,1];function R(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=z;n.model=t.model||k,n.view=t.view||k,n.projection=t.projection||k,n.lowerBound=[this.bounds[0][0],this.bounds[0][1],this.colorBounds[0]||this.bounds[0][2]],n.upperBound=[this.bounds[1][0],this.bounds[1][1],this.colorBounds[1]||this.bounds[1][2]],n.objectOffset=this.objectOffset,n.contourColor=this.contourColor[0],n.inverseModel=d(n.inverseModel,n.model);for(var a=0;a<2;++a)for(var i=n.clipBounds[a],o=0;o<3;++o)i[o]=Math.min(Math.max(this.clipBounds[a][o],-1e8),1e8);n.kambient=this.ambientLight,n.kdiffuse=this.diffuseLight,n.kspecular=this.specularLight,n.roughness=this.roughness,n.fresnel=this.fresnel,n.opacity=this.opacity,n.height=0,n.permutation=D,n.vertexColor=this.vertexColor;var s=I;for(p(s,n.view,n.model),p(s,n.projection,s),d(s,s),a=0;a<3;++a)n.eyePosition[a]=s[12+a]/s[15];var l=s[15];for(a=0;a<3;++a)l+=this.lightPosition[a]*s[4*a+3];for(a=0;a<3;++a){var c=s[12+a];for(o=0;o<3;++o)c+=s[4*o+a]*this.lightPosition[o];n.lightPosition[a]=c/l}var u=O(n,this);if(u.showSurface&&e===this.opacity<1){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&&this._vertexCount&&this._vao.draw(r.TRIANGLES,this._vertexCount),a=0;a<3;++a)this.surfaceProject[a]&&this.vertexCount&&(this._shader.uniforms.model=u.projections[a],this._shader.uniforms.clipBounds=u.clipBounds[a],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(u.showContour&&!e){var h=this._contourShader;n.kambient=1,n.kdiffuse=0,n.kspecular=0,n.opacity=1,h.bind(),h.uniforms=n;var f=this._contourVAO;for(f.bind(),a=0;a<3;++a)for(h.uniforms.permutation=M[a],r.lineWidth(this.contourWidth[a]*this.pixelRatio),o=0;o<this.contourLevels[a].length;++o)o===this.highlightLevel[a]?(h.uniforms.contourColor=this.highlightColor[a],h.uniforms.contourTint=this.highlightTint[a]):0!==o&&o-1!==this.highlightLevel[a]||(h.uniforms.contourColor=this.contourColor[a],h.uniforms.contourTint=this.contourTint[a]),this._contourCounts[a][o]&&(h.uniforms.height=this.contourLevels[a][o],f.draw(r.LINES,this._contourCounts[a][o],this._contourOffsets[a][o]));for(a=0;a<3;++a)for(h.uniforms.model=u.projections[a],h.uniforms.clipBounds=u.clipBounds[a],o=0;o<3;++o)if(this.contourProject[a][o]){h.uniforms.permutation=M[o],r.lineWidth(this.contourWidth[o]*this.pixelRatio);for(var g=0;g<this.contourLevels[o].length;++g)g===this.highlightLevel[o]?(h.uniforms.contourColor=this.highlightColor[o],h.uniforms.contourTint=this.highlightTint[o]):0!==g&&g-1!==this.highlightLevel[o]||(h.uniforms.contourColor=this.contourColor[o],h.uniforms.contourTint=this.contourTint[o]),this._contourCounts[o][g]&&(h.uniforms.height=this.contourLevels[o][g],f.draw(r.LINES,this._contourCounts[o][g],this._contourOffsets[o][g]))}for(f.unbind(),(f=this._dynamicVAO).bind(),a=0;a<3;++a)if(0!==this._dynamicCounts[a])for(h.uniforms.model=n.model,h.uniforms.clipBounds=n.clipBounds,h.uniforms.permutation=M[a],r.lineWidth(this.dynamicWidth[a]*this.pixelRatio),h.uniforms.contourColor=this.dynamicColor[a],h.uniforms.contourTint=this.dynamicTint[a],h.uniforms.height=this.dynamicLevel[a],f.draw(r.LINES,this._dynamicCounts[a],this._dynamicOffsets[a]),o=0;o<3;++o)this.contourProject[o][a]&&(h.uniforms.model=u.projections[o],h.uniforms.clipBounds=u.clipBounds[o],f.draw(r.LINES,this._dynamicCounts[a],this._dynamicOffsets[a]));f.unbind()}}L.draw=function(t){return R.call(this,t,!1)},L.drawTransparent=function(t){return R.call(this,t,!0)};var F={model:k,view:k,projection:k,inverseModel:k,clipBounds:[[0,0,0],[0,0,0]],height:0,shape:[0,0],pickId:0,lowerBound:[0,0,0],upperBound:[0,0,0],zOffset:0,objectOffset:[0,0,0],permutation:[1,0,0,0,1,0,0,0,1],lightPosition:[0,0,0],eyePosition:[0,0,0]};function B(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function N(t){return Array.isArray(t)?3===t.length?[t[0],t[1],t[2],1]:[t[0],t[1],t[2],t[3]]:[0,0,0,1]}function j(t){if(Array.isArray(t)){if(Array.isArray(t))return[N(t[0]),N(t[1]),N(t[2])];var e=N(t);return[e.slice(),e.slice(),e.slice()]}}L.drawPick=function(t){t=t||{};var e=this.gl;e.disable(e.CULL_FACE);var r=F;r.model=t.model||k,r.view=t.view||k,r.projection=t.projection||k,r.shape=this._field[2].shape,r.pickId=this.pickId/255,r.lowerBound=this.bounds[0],r.upperBound=this.bounds[1],r.objectOffset=this.objectOffset,r.permutation=D;for(var n=0;n<2;++n)for(var a=r.clipBounds[n],i=0;i<3;++i)a[i]=Math.min(Math.max(this.clipBounds[n][i],-1e8),1e8);var o=O(r,this);if(o.showSurface){for(this._pickShader.bind(),this._pickShader.uniforms=r,this._vao.bind(),this._vao.draw(e.TRIANGLES,this._vertexCount),n=0;n<3;++n)this.surfaceProject[n]&&(this._pickShader.uniforms.model=o.projections[n],this._pickShader.uniforms.clipBounds=o.clipBounds[n],this._vao.draw(e.TRIANGLES,this._vertexCount));this._vao.unbind()}if(o.showContour){var s=this._contourPickShader;s.bind(),s.uniforms=r;var l=this._contourVAO;for(l.bind(),i=0;i<3;++i)for(e.lineWidth(this.contourWidth[i]*this.pixelRatio),s.uniforms.permutation=M[i],n=0;n<this.contourLevels[i].length;++n)this._contourCounts[i][n]&&(s.uniforms.height=this.contourLevels[i][n],l.draw(e.LINES,this._contourCounts[i][n],this._contourOffsets[i][n]));for(n=0;n<3;++n)for(s.uniforms.model=o.projections[n],s.uniforms.clipBounds=o.clipBounds[n],i=0;i<3;++i)if(this.contourProject[n][i]){s.uniforms.permutation=M[i],e.lineWidth(this.contourWidth[i]*this.pixelRatio);for(var c=0;c<this.contourLevels[i].length;++c)this._contourCounts[i][c]&&(s.uniforms.height=this.contourLevels[i][c],l.draw(e.LINES,this._contourCounts[i][c],this._contourOffsets[i][c]))}l.unbind()}},L.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=this._field[2].shape,r=this._pickResult,n=e[0]*(t.value[0]+(t.value[2]>>4)/16)/255,a=Math.floor(n),i=n-a,o=e[1]*(t.value[1]+(15&t.value[2])/16)/255,s=Math.floor(o),l=o-s;a+=1,s+=1;var c=r.position;c[0]=c[1]=c[2]=0;for(var u=0;u<2;++u)for(var h=u?i:1-i,f=0;f<2;++f)for(var p=a+u,d=s+f,v=h*(f?l:1-l),m=0;m<3;++m)c[m]+=this._field[m].get(p,d)*v;for(var y=this._pickResult.level,x=0;x<3;++x)if(y[x]=g.le(this.contourLevels[x],c[x]),y[x]<0)this.contourLevels[x].length>0&&(y[x]=0);else if(y[x]<this.contourLevels[x].length-1){var b=this.contourLevels[x][y[x]],_=this.contourLevels[x][y[x]+1];Math.abs(b-c[x])>Math.abs(_-c[x])&&(y[x]+=1)}for(r.index[0]=i<.5?a:a+1,r.index[1]=l<.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],m=0;m<3;++m)r.dataCoordinate[m]=this._field[m].get(r.index[0],r.index[1]);return r},L.padField=function(t,e){var r=e.shape.slice(),n=t.shape.slice();c.assign(t.lo(1,1).hi(r[0],r[1]),e),c.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),c.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),c.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),c.assign(t.lo(n[0]-1,1).hi(1,r[1]),e.lo(r[0]-1)),t.set(0,0,e.get(0,0)),t.set(0,n[1]-1,e.get(0,r[1]-1)),t.set(n[0]-1,0,e.get(r[0]-1,0)),t.set(n[0]-1,n[1]-1,e.get(r[0]-1,r[1]-1))},L.update=function(t){t=t||{},this.objectOffset=t.objectOffset||this.objectOffset,this.dirty=!0,\"contourWidth\"in t&&(this.contourWidth=B(t.contourWidth,Number)),\"showContour\"in t&&(this.showContour=B(t.showContour,Boolean)),\"showSurface\"in t&&(this.showSurface=!!t.showSurface),\"contourTint\"in t&&(this.contourTint=B(t.contourTint,Boolean)),\"contourColor\"in t&&(this.contourColor=j(t.contourColor)),\"contourProject\"in t&&(this.contourProject=B(t.contourProject,function(t){return B(t,Boolean)})),\"surfaceProject\"in t&&(this.surfaceProject=t.surfaceProject),\"dynamicColor\"in t&&(this.dynamicColor=j(t.dynamicColor)),\"dynamicTint\"in t&&(this.dynamicTint=B(t.dynamicTint,Number)),\"dynamicWidth\"in t&&(this.dynamicWidth=B(t.dynamicWidth,Number)),\"opacity\"in t&&(this.opacity=t.opacity),\"colorBounds\"in t&&(this.colorBounds=t.colorBounds),\"vertexColor\"in t&&(this.vertexColor=t.vertexColor?1:0);var e=t.field||t.coords&&t.coords[2]||null,r=!1;if(e||(e=this._field[2].shape[0]||this._field[2].shape[2]?this._field[2].lo(1,1).hi(this._field[2].shape[0]-2,this._field[2].shape[1]-2):this._field[2].hi(0,0)),\"field\"in t||\"coords\"in t){var a=(e.shape[0]+2)*(e.shape[1]+2);a>this._field[2].data.length&&(s.freeFloat(this._field[2].data),this._field[2].data=s.mallocFloat(n.nextPow2(a))),this._field[2]=h(this._field[2].data,[e.shape[0]+2,e.shape[1]+2]),this.padField(this._field[2],e),this.shape=e.shape.slice();for(var i=this.shape,o=0;o<2;++o)this._field[2].size>this._field[o].data.length&&(s.freeFloat(this._field[o].data),this._field[o].data=s.mallocFloat(this._field[2].size)),this._field[o]=h(this._field[o].data,[i[0]+2,i[1]+2]);if(t.coords){var p=t.coords;if(!Array.isArray(p)||3!==p.length)throw new Error(\"gl-surface: invalid coordinates for x/y\");for(o=0;o<2;++o){var d=p[o];for(b=0;b<2;++b)if(d.shape[b]!==i[b])throw new Error(\"gl-surface: coords have incorrect shape\");this.padField(this._field[o],d)}}else if(t.ticks){var g=t.ticks;if(!Array.isArray(g)||2!==g.length)throw new Error(\"gl-surface: invalid ticks\");for(o=0;o<2;++o){var m=g[o];if((Array.isArray(m)||m.length)&&(m=h(m)),m.shape[0]!==i[o])throw new Error(\"gl-surface: invalid tick length\");var y=h(m.data,i);y.stride[o]=m.stride[0],y.stride[1^o]=0,this.padField(this._field[o],y)}}else{for(o=0;o<2;++o){var x=[0,0];x[o]=1,this._field[o]=h(this._field[o].data,[i[0]+2,i[1]+2],x,0)}this._field[0].set(0,0,0);for(var b=0;b<i[0];++b)this._field[0].set(b+1,0,b);for(this._field[0].set(i[0]+1,0,i[0]-1),this._field[1].set(0,0,0),b=0;b<i[1];++b)this._field[1].set(0,b+1,b);this._field[1].set(0,i[1]+1,i[1]-1)}var _=this._field,w=h(s.mallocFloat(3*_[2].size*2),[3,i[0]+2,i[1]+2,2]);for(o=0;o<3;++o)v(w.pick(o),_[o],\"mirror\");var k=h(s.mallocFloat(3*_[2].size),[i[0]+2,i[1]+2,3]);for(o=0;o<i[0]+2;++o)for(b=0;b<i[1]+2;++b){var M=w.get(0,o,b,0),A=w.get(0,o,b,1),E=w.get(1,o,b,0),L=w.get(1,o,b,1),C=w.get(2,o,b,0),P=w.get(2,o,b,1),O=E*P-L*C,z=C*A-P*M,I=M*L-A*E,D=Math.sqrt(O*O+z*z+I*I);D<1e-8?(D=Math.max(Math.abs(O),Math.abs(z),Math.abs(I)))<1e-8?(I=1,z=O=0,D=1):D=1/D:D=1/Math.sqrt(D),k.set(o,b,0,O*D),k.set(o,b,1,z*D),k.set(o,b,2,I*D)}s.free(w.data);var R=[1/0,1/0,1/0],F=[-1/0,-1/0,-1/0],N=1/0,V=-1/0,U=(i[0]-1)*(i[1]-1)*6,q=s.mallocFloat(n.nextPow2(10*U)),H=0,G=0;for(o=0;o<i[0]-1;++o)t:for(b=0;b<i[1]-1;++b){for(var Y=0;Y<2;++Y)for(var W=0;W<2;++W)for(var X=0;X<3;++X){var Z=this._field[X].get(1+o+Y,1+b+W);if(isNaN(Z)||!isFinite(Z))continue t}for(X=0;X<6;++X){var J=o+T[X][0],K=b+T[X][1],Q=this._field[0].get(J+1,K+1),$=this._field[1].get(J+1,K+1);Z=this._field[2].get(J+1,K+1),O=k.get(J+1,K+1,0),z=k.get(J+1,K+1,1),I=k.get(J+1,K+1,2),t.intensity&&(tt=t.intensity.get(J,K));var tt=t.intensity?t.intensity.get(J,K):Z+this.objectOffset[2];q[H++]=J,q[H++]=K,q[H++]=Q,q[H++]=$,q[H++]=Z,q[H++]=0,q[H++]=tt,q[H++]=O,q[H++]=z,q[H++]=I,R[0]=Math.min(R[0],Q+this.objectOffset[0]),R[1]=Math.min(R[1],$+this.objectOffset[1]),R[2]=Math.min(R[2],Z+this.objectOffset[2]),N=Math.min(N,tt),F[0]=Math.max(F[0],Q+this.objectOffset[0]),F[1]=Math.max(F[1],$+this.objectOffset[1]),F[2]=Math.max(F[2],Z+this.objectOffset[2]),V=Math.max(V,tt),G+=1}}for(t.intensityBounds&&(N=+t.intensityBounds[0],V=+t.intensityBounds[1]),o=6;o<H;o+=10)q[o]=(q[o]-N)/(V-N);this._vertexCount=G,this._coordinateBuffer.update(q.subarray(0,H)),s.freeFloat(q),s.free(k.data),this.bounds=[R,F],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===N&&this.intensityBounds[1]===V||(r=!0),this.intensityBounds=[N,V]}if(\"levels\"in t){var et=t.levels;for(et=Array.isArray(et[0])?et.slice():[[],[],et],o=0;o<3;++o)et[o]=et[o].slice(),et[o].sort(function(t,e){return t-e});for(o=0;o<3;++o)for(b=0;b<et[o].length;++b)et[o][b]-=this.objectOffset[o];t:for(o=0;o<3;++o){if(et[o].length!==this.contourLevels[o].length){r=!0;break}for(b=0;b<et[o].length;++b)if(et[o][b]!==this.contourLevels[o][b]){r=!0;break t}}this.contourLevels=et}if(r){_=this._field,i=this.shape;for(var rt=[],nt=0;nt<3;++nt){var at=this.contourLevels[nt],it=[],ot=[],st=[0,0,0];for(o=0;o<at.length;++o){var lt=f(this._field[nt],at[o]);it.push(rt.length/5|0),G=0;t:for(b=0;b<lt.cells.length;++b){var ct=lt.cells[b];for(X=0;X<2;++X){var ut=lt.positions[ct[X]],ht=ut[0],ft=0|Math.floor(ht),pt=ht-ft,dt=ut[1],gt=0|Math.floor(dt),vt=dt-gt,mt=!1;e:for(var yt=0;yt<3;++yt){st[yt]=0;var xt=(nt+yt+1)%3;for(Y=0;Y<2;++Y){var bt=Y?pt:1-pt;for(J=0|Math.min(Math.max(ft+Y,0),i[0]),W=0;W<2;++W){var _t=W?vt:1-vt;if(K=0|Math.min(Math.max(gt+W,0),i[1]),Z=yt<2?this._field[xt].get(J,K):(this.intensity.get(J,K)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(Z)||isNaN(Z)){mt=!0;break e}var wt=bt*_t;st[yt]+=wt*Z}}}if(mt){if(X>0){for(var kt=0;kt<5;++kt)rt.pop();G-=1}continue t}rt.push(st[0],st[1],ut[0],ut[1],st[2]),G+=1}}ot.push(G)}this._contourOffsets[nt]=it,this._contourCounts[nt]=ot}var Tt=s.mallocFloat(rt.length);for(o=0;o<rt.length;++o)Tt[o]=rt[o];this._contourBuffer.update(Tt),s.freeFloat(Tt)}t.colormap&&this._colorMap.setPixels(function(t){var e=u([l({colormap:t,nshades:S,format:\"rgba\"}).map(function(t){return[t[0],t[1],t[2],255*t[3]]})]);return c.divseq(e,255),e}(t.colormap))},L.dispose=function(){this._shader.dispose(),this._vao.dispose(),this._coordinateBuffer.dispose(),this._colorMap.dispose(),this._contourBuffer.dispose(),this._contourVAO.dispose(),this._contourShader.dispose(),this._contourPickShader.dispose(),this._dynamicBuffer.dispose(),this._dynamicVAO.dispose();for(var t=0;t<3;++t)s.freeFloat(this._field[t].data)},L.highlight=function(t){var e,r;if(!t)return this._dynamicCounts=[0,0,0],this.dyanamicLevel=[NaN,NaN,NaN],void(this.highlightLevel=[-1,-1,-1]);for(e=0;e<3;++e)this.enableHighlight[e]?this.highlightLevel[e]=t.level[e]:this.highlightLevel[e]=-1;for(r=this.snapToData?t.dataCoordinate:t.position,e=0;e<3;++e)r[e]-=this.objectOffset[e];if(this.enableDynamic[0]&&r[0]!==this.dynamicLevel[0]||this.enableDynamic[1]&&r[1]!==this.dynamicLevel[1]||this.enableDynamic[2]&&r[2]!==this.dynamicLevel[2]){for(var n=0,a=this.shape,i=s.mallocFloat(12*a[0]*a[1]),o=0;o<3;++o)if(this.enableDynamic[o]){this.dynamicLevel[o]=r[o];var l=(o+1)%3,c=(o+2)%3,u=this._field[o],h=this._field[l],p=this._field[c],d=f(u,r[o]),g=d.cells,v=d.positions;for(this._dynamicOffsets[o]=n,e=0;e<g.length;++e)for(var m=g[e],y=0;y<2;++y){var x=v[m[y]],b=+x[0],_=0|b,w=0|Math.min(_+1,a[0]),k=b-_,T=1-k,M=+x[1],A=0|M,S=0|Math.min(A+1,a[1]),E=M-A,L=1-E,C=T*L,P=T*E,O=k*L,z=k*E,I=C*h.get(_,A)+P*h.get(_,S)+O*h.get(w,A)+z*h.get(w,S),D=C*p.get(_,A)+P*p.get(_,S)+O*p.get(w,A)+z*p.get(w,S);if(isNaN(I)||isNaN(D)){y&&(n-=1);break}i[2*n+0]=I,i[2*n+1]=D,n+=1}this._dynamicCounts[o]=n-this._dynamicOffsets[o]}else this.dynamicLevel[o]=NaN,this._dynamicCounts[o]=0;this._dynamicBuffer.update(i.subarray(0,2*n)),s.freeFloat(i)}}},{\"./lib/shaders\":316,\"binary-search-bounds\":317,\"bit-twiddle\":94,colormap:128,\"gl-buffer\":244,\"gl-mat4/invert\":268,\"gl-mat4/multiply\":270,\"gl-texture2d\":324,\"gl-vao\":329,ndarray:452,\"ndarray-gradient\":443,\"ndarray-ops\":446,\"ndarray-pack\":447,\"surface-nets\":530,\"typedarray-pool\":544}],319:[function(t,e,r){\"use strict\";var n=t(\"css-font\"),a=t(\"pick-by-alias\"),i=t(\"regl\"),o=t(\"gl-util/context\"),s=t(\"es6-weak-map\"),l=t(\"color-normalize\"),c=t(\"font-atlas\"),u=t(\"typedarray-pool\"),h=t(\"parse-rect\"),f=t(\"is-plain-obj\"),p=t(\"parse-unit\"),d=t(\"to-px\"),g=t(\"detect-kerning\"),v=t(\"object-assign\"),m=t(\"font-measure\"),y=t(\"flatten-vertex-data\"),x=t(\"bit-twiddle\").nextPow2,b=new s,_=!1;if(document.body){var w=document.body.appendChild(document.createElement(\"div\"));w.style.font=\"italic small-caps bold condensed 16px/2 cursive\",getComputedStyle(w).fontStretch&&(_=!0),document.body.removeChild(w)}var k=function(t){!function(t){return\"function\"==typeof t&&t._gl&&t.prop&&t.texture&&t.buffer}(t)?this.gl=o(t):(t={regl:t},this.gl=t.regl._gl),this.shader=b.get(this.gl),this.shader?this.regl=this.shader.regl:this.regl=t.regl||i({gl:this.gl}),this.charBuffer=this.regl.buffer({type:\"uint8\",usage:\"stream\"}),this.sizeBuffer=this.regl.buffer({type:\"float\",usage:\"stream\"}),this.shader||(this.shader=this.createShader(),b.set(this.gl,this.shader)),this.batch=[],this.fontSize=[],this.font=[],this.fontAtlas=[],this.draw=this.shader.draw.bind(this),this.render=function(){this.regl._refresh(),this.draw(this.batch)},this.canvas=this.gl.canvas,this.update(f(t)?t:{})};k.prototype.createShader=function(){var t=this.regl,e=t({blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},stencil:{enable:!1},depth:{enable:!1},count:t.prop(\"count\"),offset:t.prop(\"offset\"),attributes:{charOffset:{offset:4,stride:8,buffer:t.this(\"sizeBuffer\")},width:{offset:0,stride:8,buffer:t.this(\"sizeBuffer\")},char:t.this(\"charBuffer\"),position:t.this(\"position\")},uniforms:{atlasSize:function(t,e){return[e.atlas.width,e.atlas.height]},atlasDim:function(t,e){return[e.atlas.cols,e.atlas.rows]},atlas:function(t,e){return e.atlas.texture},charStep:function(t,e){return e.atlas.step},em:function(t,e){return e.atlas.em},color:t.prop(\"color\"),opacity:t.prop(\"opacity\"),viewport:t.this(\"viewportArray\"),scale:t.this(\"scale\"),align:t.prop(\"align\"),baseline:t.prop(\"baseline\"),translate:t.this(\"translate\"),positionOffset:t.prop(\"positionOffset\")},primitive:\"points\",viewport:t.this(\"viewport\"),vert:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tattribute float width, charOffset, char;\\n\\t\\t\\tattribute vec2 position;\\n\\t\\t\\tuniform float fontSize, charStep, em, align, baseline;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform vec4 color;\\n\\t\\t\\tuniform vec2 atlasSize, atlasDim, scale, translate, positionOffset;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\t\"+(k.normalViewport?\"\":\"vec2 positionOffset = vec2(positionOffset.x,- positionOffset.y);\")+\"\\n\\n\\t\\t\\t\\tvec2 offset = floor(em * (vec2(align + charOffset, baseline)\\n\\t\\t\\t\\t\\t+ positionOffset))\\n\\t\\t\\t\\t\\t/ (viewport.zw * scale.xy);\\n\\n\\t\\t\\t\\tvec2 position = (position + translate) * scale;\\n\\t\\t\\t\\tposition += offset * scale;\\n\\n\\t\\t\\t\\t\"+(k.normalViewport?\"position.y = 1. - position.y;\":\"\")+\"\\n\\n\\t\\t\\t\\tcharCoord = position * viewport.zw + viewport.xy;\\n\\n\\t\\t\\t\\tgl_Position = vec4(position * 2. - 1., 0, 1);\\n\\n\\t\\t\\t\\tgl_PointSize = charStep;\\n\\n\\t\\t\\t\\tcharId.x = mod(char, atlasDim.x);\\n\\t\\t\\t\\tcharId.y = floor(char / atlasDim.x);\\n\\n\\t\\t\\t\\tcharWidth = width * em;\\n\\n\\t\\t\\t\\tfontColor = color / 255.;\\n\\t\\t\\t}\",frag:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tuniform sampler2D atlas;\\n\\t\\t\\tuniform float fontSize, charStep, opacity;\\n\\t\\t\\tuniform vec2 atlasSize;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\n\\t\\t\\tfloat lightness(vec4 color) {\\n\\t\\t\\t\\treturn color.r * 0.299 + color.g * 0.587 + color.b * 0.114;\\n\\t\\t\\t}\\n\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 uv = gl_FragCoord.xy - charCoord + charStep * .5;\\n\\t\\t\\t\\tfloat halfCharStep = floor(charStep * .5 + .5);\\n\\n\\t\\t\\t\\t// invert y and shift by 1px (FF expecially needs that)\\n\\t\\t\\t\\tuv.y = charStep - uv.y;\\n\\n\\t\\t\\t\\t// ignore points outside of character bounding box\\n\\t\\t\\t\\tfloat halfCharWidth = ceil(charWidth * .5);\\n\\t\\t\\t\\tif (floor(uv.x) > halfCharStep + halfCharWidth ||\\n\\t\\t\\t\\t\\tfloor(uv.x) < halfCharStep - halfCharWidth) return;\\n\\n\\t\\t\\t\\tuv += charId * charStep;\\n\\t\\t\\t\\tuv = uv / atlasSize;\\n\\n\\t\\t\\t\\tvec4 color = fontColor;\\n\\t\\t\\t\\tvec4 mask = texture2D(atlas, uv);\\n\\n\\t\\t\\t\\tfloat maskY = lightness(mask);\\n\\t\\t\\t\\t// float colorY = lightness(color);\\n\\t\\t\\t\\tcolor.a *= maskY;\\n\\t\\t\\t\\tcolor.a *= opacity;\\n\\n\\t\\t\\t\\t// color.a += .1;\\n\\n\\t\\t\\t\\t// antialiasing, see yiq color space y-channel formula\\n\\t\\t\\t\\t// color.rgb += (1. - color.rgb) * (1. - mask.rgb);\\n\\n\\t\\t\\t\\tgl_FragColor = color;\\n\\t\\t\\t}\"});return{regl:t,draw:e,atlas:{}}},k.prototype.update=function(t){var e=this;if(\"string\"==typeof t)t={text:t};else if(!t)return;null!=(t=a(t,{position:\"position positions coord coords coordinates\",font:\"font fontFace fontface typeface cssFont css-font family fontFamily\",fontSize:\"fontSize fontsize size font-size\",text:\"text texts chars characters value values symbols\",align:\"align alignment textAlign textbaseline\",baseline:\"baseline textBaseline textbaseline\",direction:\"dir direction textDirection\",color:\"color colour fill fill-color fillColor textColor textcolor\",kerning:\"kerning kern\",range:\"range dataBox\",viewport:\"vp viewport viewBox viewbox viewPort\",opacity:\"opacity alpha transparency visible visibility opaque\",offset:\"offset positionOffset padding shift indent indentation\"},!0)).opacity&&(Array.isArray(t.opacity)?this.opacity=t.opacity.map(function(t){return parseFloat(t)}):this.opacity=parseFloat(t.opacity)),null!=t.viewport&&(this.viewport=h(t.viewport),k.normalViewport&&(this.viewport.y=this.canvas.height-this.viewport.y-this.viewport.height),this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null==this.viewport&&(this.viewport={x:0,y:0,width:this.gl.drawingBufferWidth,height:this.gl.drawingBufferHeight},this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null!=t.kerning&&(this.kerning=t.kerning),null!=t.offset&&(\"number\"==typeof t.offset&&(t.offset=[t.offset,0]),this.positionOffset=y(t.offset)),t.direction&&(this.direction=t.direction),t.range&&(this.range=t.range,this.scale=[1/(t.range[2]-t.range[0]),1/(t.range[3]-t.range[1])],this.translate=[-t.range[0],-t.range[1]]),t.scale&&(this.scale=t.scale),t.translate&&(this.translate=t.translate),this.scale||(this.scale=[1/this.viewport.width,1/this.viewport.height]),this.translate||(this.translate=[0,0]),this.font.length||t.font||(t.font=k.baseFontSize+\"px sans-serif\");var r,i=!1,o=!1;if(t.font&&(Array.isArray(t.font)?t.font:[t.font]).forEach(function(t,r){if(\"string\"==typeof t)try{t=n.parse(t)}catch(e){t=n.parse(k.baseFontSize+\"px \"+t)}else t=n.parse(n.stringify(t));var a=n.stringify({size:k.baseFontSize,family:t.family,stretch:_?t.stretch:void 0,variant:t.variant,weight:t.weight,style:t.style}),s=p(t.size),l=Math.round(s[0]*d(s[1]));if(l!==e.fontSize[r]&&(o=!0,e.fontSize[r]=l),!(e.font[r]&&a==e.font[r].baseString||(i=!0,e.font[r]=k.fonts[a],e.font[r]))){var c=t.family.join(\", \"),u=[t.style];t.style!=t.variant&&u.push(t.variant),t.variant!=t.weight&&u.push(t.weight),_&&t.weight!=t.stretch&&u.push(t.stretch),e.font[r]={baseString:a,family:c,weight:t.weight,stretch:t.stretch,style:t.style,variant:t.variant,width:{},kerning:{},metrics:m(c,{origin:\"top\",fontSize:k.baseFontSize,fontStyle:u.join(\" \")})},k.fonts[a]=e.font[r]}}),(i||o)&&this.font.forEach(function(r,a){var i=n.stringify({size:e.fontSize[a],family:r.family,stretch:_?r.stretch:void 0,variant:r.variant,weight:r.weight,style:r.style});if(e.fontAtlas[a]=e.shader.atlas[i],!e.fontAtlas[a]){var o=r.metrics;e.shader.atlas[i]=e.fontAtlas[a]={fontString:i,step:2*Math.ceil(e.fontSize[a]*o.bottom*.5),em:e.fontSize[a],cols:0,rows:0,height:0,width:0,chars:[],ids:{},texture:e.regl.texture()}}null==t.text&&(t.text=e.text)}),\"string\"==typeof t.text&&t.position&&t.position.length>2){for(var s=Array(.5*t.position.length),f=0;f<s.length;f++)s[f]=t.text;t.text=s}if(null!=t.text||i){if(this.textOffsets=[0],Array.isArray(t.text)){this.count=t.text[0].length,this.counts=[this.count];for(var b=1;b<t.text.length;b++)this.textOffsets[b]=this.textOffsets[b-1]+t.text[b-1].length,this.count+=t.text[b].length,this.counts.push(t.text[b].length);this.text=t.text.join(\"\")}else this.text=t.text,this.count=this.text.length,this.counts=[this.count];r=[],this.font.forEach(function(t,n){k.atlasContext.font=t.baseString;for(var a=e.fontAtlas[n],i=0;i<e.text.length;i++){var o=e.text.charAt(i);if(null==a.ids[o]&&(a.ids[o]=a.chars.length,a.chars.push(o),r.push(o)),null==t.width[o]&&(t.width[o]=k.atlasContext.measureText(o).width/k.baseFontSize,e.kerning)){var s=[];for(var l in t.width)s.push(l+o,o+l);v(t.kerning,g(t.family,{pairs:s}))}}})}if(t.position)if(t.position.length>2){for(var w=!t.position[0].length,T=u.mallocFloat(2*this.count),M=0,A=0;M<this.counts.length;M++){var S=this.counts[M];if(w)for(var E=0;E<S;E++)T[A++]=t.position[2*M],T[A++]=t.position[2*M+1];else for(var L=0;L<S;L++)T[A++]=t.position[M][0],T[A++]=t.position[M][1]}this.position.call?this.position({type:\"float\",data:T}):this.position=this.regl.buffer({type:\"float\",data:T}),u.freeFloat(T)}else this.position.destroy&&this.position.destroy(),this.position={constant:t.position};if(t.text||i){var C=u.mallocUint8(this.count),P=u.mallocFloat(2*this.count);this.textWidth=[];for(var O=0,z=0;O<this.counts.length;O++){for(var I=this.counts[O],D=this.font[O]||this.font[0],R=this.fontAtlas[O]||this.fontAtlas[0],F=0;F<I;F++){var B=this.text.charAt(z),N=this.text.charAt(z-1);if(C[z]=R.ids[B],P[2*z]=D.width[B],F){var j=P[2*z-2],V=P[2*z],U=P[2*z-1]+.5*j+.5*V;if(this.kerning){var q=D.kerning[N+B];q&&(U+=.001*q)}P[2*z+1]=U}else P[2*z+1]=.5*P[2*z];z++}this.textWidth.push(P.length?.5*P[2*z-2]+P[2*z-1]:0)}t.align||(t.align=this.align),this.charBuffer({data:C,type:\"uint8\",usage:\"stream\"}),this.sizeBuffer({data:P,type:\"float\",usage:\"stream\"}),u.freeUint8(C),u.freeFloat(P),r.length&&this.font.forEach(function(t,r){var n=e.fontAtlas[r],a=n.step,i=Math.floor(k.maxAtlasSize/a),o=Math.min(i,n.chars.length),s=Math.ceil(n.chars.length/o),l=x(o*a),u=x(s*a);n.width=l,n.height=u,n.rows=s,n.cols=o,n.em&&n.texture({data:c({canvas:k.atlasCanvas,font:n.fontString,chars:n.chars,shape:[l,u],step:[a,a]})})})}if(t.align&&(this.align=t.align,this.alignOffset=this.textWidth.map(function(t,r){var n=Array.isArray(e.align)?e.align.length>1?e.align[r]:e.align[0]:e.align;if(\"number\"==typeof n)return n;switch(n){case\"right\":case\"end\":return-t;case\"center\":case\"centre\":case\"middle\":return.5*-t}return 0})),null==this.baseline&&null==t.baseline&&(t.baseline=0),null!=t.baseline&&(this.baseline=t.baseline,Array.isArray(this.baseline)||(this.baseline=[this.baseline]),this.baselineOffset=this.baseline.map(function(t,r){var n=(e.font[r]||e.font[0]).metrics,a=0;return a+=.5*n.bottom,a+=\"number\"==typeof t?t-n.baseline:-n[t],k.normalViewport||(a*=-1),a})),null!=t.color)if(t.color||(t.color=\"transparent\"),\"string\"!=typeof t.color&&isNaN(t.color)){var H;if(\"number\"==typeof t.color[0]&&t.color.length>this.counts.length){var G=t.color.length;H=u.mallocUint8(G);for(var Y=(t.color.subarray||t.color.slice).bind(t.color),W=0;W<G;W+=4)H.set(l(Y(W,W+4),\"uint8\"),W)}else{var X=t.color.length;H=u.mallocUint8(4*X);for(var Z=0;Z<X;Z++)H.set(l(t.color[Z]||0,\"uint8\"),4*Z)}this.color=H}else this.color=l(t.color,\"uint8\");if(t.position||t.text||t.color||t.baseline||t.align||t.font||t.offset||t.opacity)if(this.color.length>4||this.baselineOffset.length>1||this.align&&this.align.length>1||this.fontAtlas.length>1||this.positionOffset.length>2){var J=Math.max(.5*this.position.length||0,.25*this.color.length||0,this.baselineOffset.length||0,this.alignOffset.length||0,this.font.length||0,this.opacity.length||0,.5*this.positionOffset.length||0);this.batch=Array(J);for(var K=0;K<this.batch.length;K++)this.batch[K]={count:this.counts.length>1?this.counts[K]:this.counts[0],offset:this.textOffsets.length>1?this.textOffsets[K]:this.textOffsets[0],color:this.color?this.color.length<=4?this.color:this.color.subarray(4*K,4*K+4):[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[K]:this.opacity,baseline:null!=this.baselineOffset[K]?this.baselineOffset[K]:this.baselineOffset[0],align:this.align?null!=this.alignOffset[K]?this.alignOffset[K]:this.alignOffset[0]:0,atlas:this.fontAtlas[K]||this.fontAtlas[0],positionOffset:this.positionOffset.length>2?this.positionOffset.subarray(2*K,2*K+2):this.positionOffset}}else this.count?this.batch=[{count:this.count,offset:0,color:this.color||[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[0]:this.opacity,baseline:this.baselineOffset[0],align:this.alignOffset?this.alignOffset[0]:0,atlas:this.fontAtlas[0],positionOffset:this.positionOffset}]:this.batch=[]},k.prototype.destroy=function(){},k.prototype.kerning=!0,k.prototype.position={constant:new Float32Array(2)},k.prototype.translate=null,k.prototype.scale=null,k.prototype.font=null,k.prototype.text=\"\",k.prototype.positionOffset=[0,0],k.prototype.opacity=1,k.prototype.color=new Uint8Array([0,0,0,255]),k.prototype.alignOffset=[0,0],k.normalViewport=!1,k.maxAtlasSize=1024,k.atlasCanvas=document.createElement(\"canvas\"),k.atlasContext=k.atlasCanvas.getContext(\"2d\",{alpha:!1}),k.baseFontSize=64,k.fonts={},e.exports=k},{\"bit-twiddle\":94,\"color-normalize\":122,\"css-font\":141,\"detect-kerning\":168,\"es6-weak-map\":320,\"flatten-vertex-data\":230,\"font-atlas\":231,\"font-measure\":232,\"gl-util/context\":325,\"is-plain-obj\":424,\"object-assign\":456,\"parse-rect\":461,\"parse-unit\":463,\"pick-by-alias\":467,regl:501,\"to-px\":538,\"typedarray-pool\":544}],320:[function(t,e,r){\"use strict\";e.exports=t(\"./is-implemented\")()?WeakMap:t(\"./polyfill\")},{\"./is-implemented\":321,\"./polyfill\":323}],321:[function(t,e,r){\"use strict\";e.exports=function(){var t,e;if(\"function\"!=typeof WeakMap)return!1;try{t=new WeakMap([[e={},\"one\"],[{},\"two\"],[{},\"three\"]])}catch(t){return!1}return\"[object WeakMap]\"===String(t)&&(\"function\"==typeof t.set&&(t.set({},1)===t&&(\"function\"==typeof t.delete&&(\"function\"==typeof t.has&&\"one\"===t.get(e)))))}},{}],322:[function(t,e,r){\"use strict\";e.exports=\"function\"==typeof WeakMap&&\"[object WeakMap]\"===Object.prototype.toString.call(new WeakMap)},{}],323:[function(t,e,r){\"use strict\";var n,a=t(\"es5-ext/object/is-value\"),i=t(\"es5-ext/object/set-prototype-of\"),o=t(\"es5-ext/object/valid-object\"),s=t(\"es5-ext/object/valid-value\"),l=t(\"es5-ext/string/random-uniq\"),c=t(\"d\"),u=t(\"es6-iterator/get\"),h=t(\"es6-iterator/for-of\"),f=t(\"es6-symbol\").toStringTag,p=t(\"./is-native-implemented\"),d=Array.isArray,g=Object.defineProperty,v=Object.prototype.hasOwnProperty,m=Object.getPrototypeOf;e.exports=n=function(){var t,e=arguments[0];if(!(this instanceof n))throw new TypeError(\"Constructor requires 'new'\");return t=p&&i&&WeakMap!==n?i(new WeakMap,m(this)):this,a(e)&&(d(e)||(e=u(e))),g(t,\"__weakMapData__\",c(\"c\",\"$weakMap$\"+l())),e?(h(e,function(e){s(e),t.set(e[0],e[1])}),t):t},p&&(i&&i(n,WeakMap),n.prototype=Object.create(WeakMap.prototype,{constructor:c(n)})),Object.defineProperties(n.prototype,{delete:c(function(t){return!!v.call(o(t),this.__weakMapData__)&&(delete t[this.__weakMapData__],!0)}),get:c(function(t){if(v.call(o(t),this.__weakMapData__))return t[this.__weakMapData__]}),has:c(function(t){return v.call(o(t),this.__weakMapData__)}),set:c(function(t,e){return g(o(t),this.__weakMapData__,c(\"c\",e)),this}),toString:c(function(){return\"[object 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v(t,arguments[1],arguments[2],arguments[3]||t.RGBA,arguments[4]||t.UNSIGNED_BYTE);if(Array.isArray(arguments[1]))return v(t,0|arguments[1][0],0|arguments[1][1],arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(\"object\"==typeof arguments[1]){var e=arguments[1],r=c(e)?e:e.raw;if(r)return function(t,e,r,n,a,i){var o=g(t);return t.texImage2D(t.TEXTURE_2D,0,a,a,i,e),new f(t,o,r,n,a,i)}(t,r,0|e.width,0|e.height,arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(e.shape&&e.data&&e.stride)return function(t,e){var r=e.dtype,o=e.shape.slice(),s=t.getParameter(t.MAX_TEXTURE_SIZE);if(o[0]<0||o[0]>s||o[1]<0||o[1]>s)throw new Error(\"gl-texture2d: Invalid texture size\");var l=d(o,e.stride.slice()),c=0;\"float32\"===r?c=t.FLOAT:\"float64\"===r?(c=t.FLOAT,l=!1,r=\"float32\"):\"uint8\"===r?c=t.UNSIGNED_BYTE:(c=t.UNSIGNED_BYTE,l=!1,r=\"uint8\");var h,p,v=0;if(2===o.length)v=t.LUMINANCE,o=[o[0],o[1],1],e=n(e.data,o,[e.stride[0],e.stride[1],1],e.offset);else{if(3!==o.length)throw new 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HTMLVideoElement||\"undefined\"!=typeof ImageData&&t instanceof ImageData}var u=function(t,e){a.muls(t,e,255)};function h(t,e,r){var n=t.gl,a=n.getParameter(n.MAX_TEXTURE_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-texture2d: Invalid texture size\");return t._shape=[e,r],t.bind(),n.texImage2D(n.TEXTURE_2D,0,t.format,e,r,0,t.format,t.type,null),t._mipLevels=[0],t}function f(t,e,r,n,a,i){this.gl=t,this.handle=e,this.format=a,this.type=i,this._shape=[r,n],this._mipLevels=[0],this._magFilter=t.NEAREST,this._minFilter=t.NEAREST,this._wrapS=t.CLAMP_TO_EDGE,this._wrapT=t.CLAMP_TO_EDGE,this._anisoSamples=1;var o=this,s=[this._wrapS,this._wrapT];Object.defineProperties(s,[{get:function(){return o._wrapS},set:function(t){return o.wrapS=t}},{get:function(){return o._wrapT},set:function(t){return o.wrapT=t}}]),this._wrapVector=s;var l=[this._shape[0],this._shape[1]];Object.defineProperties(l,[{get:function(){return o._shape[0]},set:function(t){return o.width=t}},{get:function(){return 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this._wrapS},set:function(t){if(this.bind(),l.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown wrap mode \"+t);return this.gl.texParameteri(this.gl.TEXTURE_2D,this.gl.TEXTURE_WRAP_S,t),this._wrapS=t}},wrapT:{get:function(){return this._wrapT},set:function(t){if(this.bind(),l.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown wrap mode \"+t);return this.gl.texParameteri(this.gl.TEXTURE_2D,this.gl.TEXTURE_WRAP_T,t),this._wrapT=t}},wrap:{get:function(){return this._wrapVector},set:function(t){if(Array.isArray(t)||(t=[t,t]),2!==t.length)throw new Error(\"gl-texture2d: Must specify wrap mode for rows and columns\");for(var e=0;e<2;++e)if(l.indexOf(t[e])<0)throw new Error(\"gl-texture2d: Unknown wrap mode \"+t);this._wrapS=t[0],this._wrapT=t[1];var r=this.gl;return this.bind(),r.texParameteri(r.TEXTURE_2D,r.TEXTURE_WRAP_S,this._wrapS),r.texParameteri(r.TEXTURE_2D,r.TEXTURE_WRAP_T,this._wrapT),t}},shape:{get:function(){return 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t.style.position=\"absolute\",t.style.top=0,t.style.left=0,t}e.exports=function(t){var e;if(t?\"string\"==typeof t&&(t={container:t}):t={},i(t)?t={container:t}:t=\"string\"==typeof(e=t).nodeName&&\"function\"==typeof e.appendChild&&\"function\"==typeof e.getBoundingClientRect?{container:t}:function(t){return\"function\"==typeof t.drawArrays||\"function\"==typeof t.drawElements}(t)?{gl:t}:n(t,{container:\"container target element el canvas holder parent parentNode wrapper use ref root node\",gl:\"gl context webgl glContext\",attrs:\"attributes attrs contextAttributes\",pixelRatio:\"pixelRatio pxRatio px ratio pxratio pixelratio\",width:\"w width\",height:\"h height\"},!0),t.pixelRatio||(t.pixelRatio=r.pixelRatio||1),t.gl)return t.gl;if(t.canvas&&(t.container=t.canvas.parentNode),t.container){if(\"string\"==typeof t.container){var s=document.querySelector(t.container);if(!s)throw Error(\"Element \"+t.container+\" is not 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if(1===i.length)t.vertexAttrib1f(a,i[0]);else if(2===i.length)t.vertexAttrib2f(a,i[0],i[1]);else if(3===i.length)t.vertexAttrib3f(a,i[0],i[1],i[2]);else{if(4!==i.length)throw new Error(\"gl-vao: Invalid vertex attribute\");t.vertexAttrib4f(a,i[0],i[1],i[2],i[3])}t.disableVertexAttribArray(a)}}for(;a<n;++a)t.disableVertexAttribArray(a)}else for(t.bindBuffer(t.ARRAY_BUFFER,null),a=0;a<n;++a)t.disableVertexAttribArray(a)}},{}],327:[function(t,e,r){\"use strict\";var n=t(\"./do-bind.js\");function a(t){this.gl=t,this._elements=null,this._attributes=null,this._elementsType=t.UNSIGNED_SHORT}a.prototype.bind=function(){n(this.gl,this._elements,this._attributes)},a.prototype.update=function(t,e,r){this._elements=e,this._attributes=t,this._elementsType=r||this.gl.UNSIGNED_SHORT},a.prototype.dispose=function(){},a.prototype.unbind=function(){},a.prototype.draw=function(t,e,r){r=r||0;var 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t=0;t<this._attribs.length;++t)this._attribs[t].bind(this.gl)},i.prototype.unbind=function(){this._ext.bindVertexArrayOES(null)},i.prototype.dispose=function(){this._ext.deleteVertexArrayOES(this.handle)},i.prototype.update=function(t,e,r){if(this.bind(),n(this.gl,e,t),this.unbind(),this._attribs.length=0,t)for(var i=0;i<t.length;++i){var o=t[i];\"number\"==typeof o?this._attribs.push(new a(i,1,o)):Array.isArray(o)&&this._attribs.push(new a(i,o.length,o[0],o[1],o[2],o[3]))}this._useElements=!!e,this._elementsType=r||this.gl.UNSIGNED_SHORT},i.prototype.draw=function(t,e,r){r=r||0;var n=this.gl;this._useElements?n.drawElements(t,e,this._elementsType,r):n.drawArrays(t,r,e)},e.exports=function(t,e){return new i(t,e,e.createVertexArrayOES())}},{\"./do-bind.js\":326}],329:[function(t,e,r){\"use strict\";var n=t(\"./lib/vao-native.js\"),a=t(\"./lib/vao-emulated.js\");function 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kr=function(t,e){this.kind=t,this._styleExpression=e,this.isStateDependent=\"constant\"!==t&&!fe(e.expression)};kr.prototype.evaluateWithoutErrorHandling=function(t,e,r,n){return this._styleExpression.evaluateWithoutErrorHandling(t,e,r,n)},kr.prototype.evaluate=function(t,e,r,n){return this._styleExpression.evaluate(t,e,r,n)};var Tr=function(t,e,r,n){this.kind=t,this.zoomStops=r,this._styleExpression=e,this.isStateDependent=\"camera\"!==t&&!fe(e.expression),this.interpolationType=n};function Mr(t,e){if(\"error\"===(t=wr(t,e)).result)return t;var r=t.value.expression,n=he(r);if(!n&&!cr(e))return lr([new Pt(\"\",\"data expressions not supported\")]);var a=pe(r,[\"zoom\"]);if(!a&&!ur(e))return lr([new Pt(\"\",\"zoom expressions not supported\")]);var i=function t(e){var r=null;if(e instanceof Ve)r=t(e.result);else if(e instanceof je)for(var n=0,a=e.args;n<a.length;n+=1){var i=a[n];if(r=t(i))break}else(e instanceof me||e instanceof Be)&&e.input instanceof 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this._styleExpression.evaluateWithoutErrorHandling(t,e,r,n)},Tr.prototype.evaluate=function(t,e,r,n){return this._styleExpression.evaluate(t,e,r,n)},Tr.prototype.interpolationFactor=function(t,e,r){return this.interpolationType?Be.interpolationFactor(this.interpolationType,t,e,r):0};var Ar=function(t,e){this._parameters=t,this._specification=e,St(this,function t(e,r){var n,a,i,o=\"color\"===r.type,s=e.stops&&\"object\"==typeof e.stops[0][0],l=s||void 0!==e.property,c=s||!l,u=e.type||(hr(r)?\"exponential\":\"interval\");if(o&&((e=St({},e)).stops&&(e.stops=e.stops.map(function(t){return[t[0],Wt.parse(t[1])]})),e.default?e.default=Wt.parse(e.default):e.default=Wt.parse(r.default)),e.colorSpace&&\"rgb\"!==e.colorSpace&&!Fe[e.colorSpace])throw new Error(\"Unknown color space: \"+e.colorSpace);if(\"exponential\"===u)n=yr;else if(\"interval\"===u)n=mr;else if(\"categorical\"===u){n=vr,a=Object.create(null);for(var h=0,f=e.stops;h<f.length;h+=1){var p=f[h];a[p[0]]=p[1]}i=typeof 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s=o&&o.properties?o.properties[e.property]:void 0;return void 0===s?gr(e.default,r.default):n(e,r,s,a,i)}}}(this._parameters,this._specification))};function Sr(t){var e=t.key,r=t.value,n=t.valueSpec||{},a=t.objectElementValidators||{},i=t.style,o=t.styleSpec,s=[],l=fr(r);if(\"object\"!==l)return[new Mt(e,r,\"object expected, \"+l+\" found\")];for(var c in r){var u=c.split(\".\")[0],h=n[u]||n[\"*\"],f=void 0;if(a[u])f=a[u];else if(n[u])f=Kr;else if(a[\"*\"])f=a[\"*\"];else{if(!n[\"*\"]){s.push(new Mt(e,r[c],'unknown property \"'+c+'\"'));continue}f=Kr}s=s.concat(f({key:(e?e+\".\":e)+c,value:r[c],valueSpec:h,style:i,styleSpec:o,object:r,objectKey:c},r))}for(var p in n)a[p]||n[p].required&&void 0===n[p].default&&void 0===r[p]&&s.push(new Mt(e,r,'missing required property \"'+p+'\"'));return s}function Er(t){var e=t.value,r=t.valueSpec,n=t.style,a=t.styleSpec,i=t.key,o=t.arrayElementValidator||Kr;if(\"array\"!==fr(e))return[new Mt(i,e,\"array expected, \"+fr(e)+\" 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0===t.value.property,l=!s,c=\"array\"===fr(t.value.stops)&&\"array\"===fr(t.value.stops[0])&&\"object\"===fr(t.value.stops[0][0]),u=Sr({key:t.key,value:t.value,valueSpec:t.styleSpec.function,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{stops:function(t){if(\"identity\"===i)return[new Mt(t.key,t.value,'identity function may not have a \"stops\" property')];var e=[],r=t.value;return e=e.concat(Er({key:t.key,value:r,valueSpec:t.valueSpec,style:t.style,styleSpec:t.styleSpec,arrayElementValidator:h})),\"array\"===fr(r)&&0===r.length&&e.push(new Mt(t.key,r,\"array must have at least one stop\")),e},default:function(t){return Kr({key:t.key,value:t.value,valueSpec:a,style:t.style,styleSpec:t.styleSpec})}}});return\"identity\"===i&&s&&u.push(new Mt(t.key,t.value,'missing required property \"property\"')),\"identity\"===i||t.value.stops||u.push(new Mt(t.key,t.value,'missing required property \"stops\"')),\"exponential\"===i&&t.valueSpec.expression&&!hr(t.valueSpec)&&u.push(new Mt(t.key,t.value,\"exponential functions not supported\")),t.styleSpec.$version>=8&&(l&&!cr(t.valueSpec)?u.push(new Mt(t.key,t.value,\"property functions not supported\")):s&&!ur(t.valueSpec)&&u.push(new Mt(t.key,t.value,\"zoom functions not supported\"))),\"categorical\"!==i&&!c||void 0!==t.value.property||u.push(new Mt(t.key,t.value,'\"property\" property is required')),u;function h(t){var e=[],i=t.value,s=t.key;if(\"array\"!==fr(i))return[new Mt(s,i,\"array expected, \"+fr(i)+\" found\")];if(2!==i.length)return[new Mt(s,i,\"array length 2 expected, length \"+i.length+\" found\")];if(c){if(\"object\"!==fr(i[0]))return[new Mt(s,i,\"object expected, \"+fr(i[0])+\" found\")];if(void 0===i[0].zoom)return[new Mt(s,i,\"object stop key must have zoom\")];if(void 0===i[0].value)return[new Mt(s,i,\"object stop key must have value\")];if(n&&n>Lt(i[0].zoom))return[new Mt(s,i[0].zoom,\"stop zoom values must appear in ascending order\")];Lt(i[0].zoom)!==n&&(n=Lt(i[0].zoom),r=void 0,o={}),e=e.concat(Sr({key:s+\"[0]\",value:i[0],valueSpec:{zoom:{}},style:t.style,styleSpec:t.styleSpec,objectElementValidators:{zoom:Lr,value:f}}))}else e=e.concat(f({key:s+\"[0]\",value:i[0],valueSpec:{},style:t.style,styleSpec:t.styleSpec},i));return _r(Ct(i[1]))?e.concat([new Mt(s+\"[1]\",i[1],\"expressions are not allowed in function stops.\")]):e.concat(Kr({key:s+\"[1]\",value:i[1],valueSpec:a,style:t.style,styleSpec:t.styleSpec}))}function f(t,n){var s=fr(t.value),l=Lt(t.value),c=null!==t.value?t.value:n;if(e){if(s!==e)return[new Mt(t.key,c,s+\" stop domain type must match previous stop domain type \"+e)]}else e=s;if(\"number\"!==s&&\"string\"!==s&&\"boolean\"!==s)return[new Mt(t.key,c,\"stop domain value must be a number, string, or boolean\")];if(\"number\"!==s&&\"categorical\"!==i){var u=\"number expected, \"+s+\" found\";return cr(a)&&void 0===i&&(u+='\\nIf you intended to use a categorical function, specify `\"type\": \"categorical\"`.'),[new Mt(t.key,c,u)]}return\"categorical\"!==i||\"number\"!==s||isFinite(l)&&Math.floor(l)===l?\"categorical\"!==i&&\"number\"===s&&void 0!==r&&l<r?[new Mt(t.key,c,\"stop domain values must appear in ascending order\")]:(r=l,\"categorical\"===i&&l in o?[new Mt(t.key,c,\"stop domain values must be unique\")]:(o[l]=!0,[])):[new Mt(t.key,c,\"integer expected, found \"+l)]}}function Pr(t){var e=(\"property\"===t.expressionContext?Mr:wr)(Ct(t.value),t.valueSpec);if(\"error\"===e.result)return e.value.map(function(e){return new Mt(\"\"+t.key+e.key,t.value,e.message)});var r=e.value.expression||e.value._styleExpression.expression;if(\"property\"===t.expressionContext&&\"text-font\"===t.propertyKey&&-1!==r.possibleOutputs().indexOf(void 0))return[new Mt(t.key,t.value,'Invalid data expression for \"'+t.propertyKey+'\". Output values must be contained as literals within the expression.')];if(\"property\"===t.expressionContext&&\"layout\"===t.propertyType&&!fe(r))return[new Mt(t.key,t.value,'\"feature-state\" data expressions are not supported with layout properties.')];if(\"filter\"===t.expressionContext&&!fe(r))return[new Mt(t.key,t.value,'\"feature-state\" data expressions are not supported with filters.')];if(t.expressionContext&&0===t.expressionContext.indexOf(\"cluster\")){if(!pe(r,[\"zoom\",\"feature-state\"]))return[new Mt(t.key,t.value,'\"zoom\" and \"feature-state\" expressions are not supported with cluster properties.')];if(\"cluster-initial\"===t.expressionContext&&!he(r))return[new Mt(t.key,t.value,\"Feature data expressions are not supported with initial expression part of cluster properties.\")]}return[]}function Or(t){var e=t.key,r=t.value,n=t.valueSpec,a=[];return Array.isArray(n.values)?-1===n.values.indexOf(Lt(r))&&a.push(new Mt(e,r,\"expected one of [\"+n.values.join(\", \")+\"], 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l=1;l<r.length;l++)o=o.concat(t({key:n+\"[\"+l+\"]\",value:r[l],style:e.style,styleSpec:e.styleSpec}));break;case\"has\":case\"!has\":a=fr(r[1]),2!==r.length?o.push(new Mt(n,r,'filter array for \"'+r[0]+'\" operator must have 2 elements')):\"string\"!==a&&o.push(new Mt(n+\"[1]\",r[1],\"string expected, \"+a+\" found\"))}return o}(t)}function qr(t,e){var r=t.key,n=t.style,a=t.styleSpec,i=t.value,o=t.objectKey,s=a[e+\"_\"+t.layerType];if(!s)return[];var l=o.match(/^(.*)-transition$/);if(\"paint\"===e&&l&&s[l[1]]&&s[l[1]].transition)return Kr({key:r,value:i,valueSpec:a.transition,style:n,styleSpec:a});var c,u=t.valueSpec||s[o];if(!u)return[new Mt(r,i,'unknown property \"'+o+'\"')];if(\"string\"===fr(i)&&cr(u)&&!u.tokens&&(c=/^{([^}]+)}$/.exec(i)))return[new Mt(r,i,'\"'+o+'\" does not support interpolation syntax\\nUse an identity property function instead: `{ \"type\": \"identity\", \"property\": '+JSON.stringify(c[1])+\" }`.\")];var 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this.int16[_+0]=e,this.int16[_+1]=r,this.int16[_+2]=n,this.int16[_+3]=a,this.int16[_+4]=i,this.int16[_+5]=o,this.uint16[_+6]=s,this.uint16[_+7]=l,this.uint16[_+8]=c,this.uint16[_+9]=u,this.uint16[_+10]=h,this.uint16[_+11]=f,this.uint16[_+12]=p,this.uint16[_+13]=d,this.uint16[_+14]=g,this.uint16[_+15]=v,this.uint16[_+16]=m,this.uint32[w+9]=y,this.float32[w+10]=x,this.float32[w+11]=b,t},e}(Xn);ca.prototype.bytesPerElement=48,pn(\"StructArrayLayout6i11ui1ul2f48\",ca);var ua=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return this.float32[r+0]=e,t},e}(Xn);ua.prototype.bytesPerElement=4,pn(\"StructArrayLayout1f4\",ua);var ha=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var a=3*t;return this.int16[a+0]=e,this.int16[a+1]=r,this.int16[a+2]=n,t},e}(Xn);ha.prototype.bytesPerElement=6,pn(\"StructArrayLayout3i6\",ha);var fa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var a=2*t,i=4*t;return this.uint32[a+0]=e,this.uint16[i+2]=r,this.uint16[i+3]=n,t},e}(Xn);fa.prototype.bytesPerElement=8,pn(\"StructArrayLayout1ul2ui8\",fa);var pa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var a=3*t;return this.uint16[a+0]=e,this.uint16[a+1]=r,this.uint16[a+2]=n,t},e}(Xn);pa.prototype.bytesPerElement=6,pn(\"StructArrayLayout3ui6\",pa);var da=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.uint16[n+0]=e,this.uint16[n+1]=r,t},e}(Xn);da.prototype.bytesPerElement=4,pn(\"StructArrayLayout2ui4\",da);var ga=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return 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this._structArray.uint16[this._pos2+9]},r.bucketIndex.set=function(t){this._structArray.uint16[this._pos2+9]=t},r.radius.get=function(){return this._structArray.int16[this._pos2+10]},r.radius.set=function(t){this._structArray.int16[this._pos2+10]=t},r.signedDistanceFromAnchor.get=function(){return this._structArray.int16[this._pos2+11]},r.signedDistanceFromAnchor.set=function(t){this._structArray.int16[this._pos2+11]=t},r.anchorPoint.get=function(){return new a(this.anchorPointX,this.anchorPointY)},Object.defineProperties(e.prototype,r),e}(Wn);ya.prototype.size=24;var xa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new ya(this,t)},e}(ia);pn(\"CollisionBoxArray\",xa);var ba=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var 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this._structArray.uint16[this._pos2+3]},r.numGlyphs.set=function(t){this._structArray.uint16[this._pos2+3]=t},r.vertexStartIndex.get=function(){return this._structArray.uint32[this._pos4+2]},r.vertexStartIndex.set=function(t){this._structArray.uint32[this._pos4+2]=t},r.lineStartIndex.get=function(){return this._structArray.uint32[this._pos4+3]},r.lineStartIndex.set=function(t){this._structArray.uint32[this._pos4+3]=t},r.lineLength.get=function(){return this._structArray.uint32[this._pos4+4]},r.lineLength.set=function(t){this._structArray.uint32[this._pos4+4]=t},r.segment.get=function(){return this._structArray.uint16[this._pos2+10]},r.segment.set=function(t){this._structArray.uint16[this._pos2+10]=t},r.lowerSize.get=function(){return this._structArray.uint16[this._pos2+11]},r.lowerSize.set=function(t){this._structArray.uint16[this._pos2+11]=t},r.upperSize.get=function(){return this._structArray.uint16[this._pos2+12]},r.upperSize.set=function(t){this._structArray.uint16[this._pos2+12]=t},r.lineOffsetX.get=function(){return this._structArray.float32[this._pos4+7]},r.lineOffsetX.set=function(t){this._structArray.float32[this._pos4+7]=t},r.lineOffsetY.get=function(){return this._structArray.float32[this._pos4+8]},r.lineOffsetY.set=function(t){this._structArray.float32[this._pos4+8]=t},r.writingMode.get=function(){return this._structArray.uint8[this._pos1+36]},r.writingMode.set=function(t){this._structArray.uint8[this._pos1+36]=t},r.placedOrientation.get=function(){return this._structArray.uint8[this._pos1+37]},r.placedOrientation.set=function(t){this._structArray.uint8[this._pos1+37]=t},r.hidden.get=function(){return this._structArray.uint8[this._pos1+38]},r.hidden.set=function(t){this._structArray.uint8[this._pos1+38]=t},r.crossTileID.get=function(){return 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za,this._bufferOffset=0};Ja.createDynamic=function(t,e,r){var n=new Ja,a=[];for(var i in t.paint._values)if(r(i)){var o=t.paint.get(i);if(o instanceof Fn&&cr(o.property.specification)){var s=Qa(i,t.type),l=o.property.specification.type,c=o.property.useIntegerZoom;if(\"cross-faded\"===o.property.specification[\"property-type\"]||\"cross-faded-data-driven\"===o.property.specification[\"property-type\"])if(\"constant\"===o.value.kind)n.binders[i]=new Ya(o.value.value,s,l),a.push(\"/u_\"+i);else{var u=$a(i,l,\"source\");n.binders[i]=new Za(o.value,s,l,c,e,u,t.id),a.push(\"/a_\"+i)}else if(\"constant\"===o.value.kind)n.binders[i]=new Ga(o.value.value,s,l),a.push(\"/u_\"+i);else if(\"source\"===o.value.kind){var h=$a(i,l,\"source\");n.binders[i]=new Wa(o.value,s,l,h),a.push(\"/a_\"+i)}else{var f=$a(i,l,\"composite\");n.binders[i]=new Xa(o.value,s,l,c,e,f),a.push(\"/z_\"+i)}}}return n.cacheKey=a.sort().join(\"\"),n},Ja.prototype.populatePaintArrays=function(t,e,r,n,a){for(var i in this.binders)this.binders[i].populatePaintArray(t,e,n,a);void 0!==e.id&&this._featureMap.add(+e.id,r,this._bufferOffset,t),this._bufferOffset=t},Ja.prototype.setConstantPatternPositions=function(t,e){for(var r in this.binders)this.binders[r].setConstantPatternPositions(t,e)},Ja.prototype.updatePaintArrays=function(t,e,r,n){var a=!1;for(var i in t)for(var o=0,s=this._featureMap.getPositions(+i);o<s.length;o+=1){var l=s[o],c=e.feature(l.index);for(var u in this.binders){var h=this.binders[u];if(!(h instanceof Ga||h instanceof Ya)&&!0===h.expression.isStateDependent){var f=r.paint.get(u);h.expression=f.value,h.updatePaintArray(l.start,l.end,c,t[i],n),a=!0}}}return a},Ja.prototype.defines=function(){var t=[];for(var e in this.binders)t.push.apply(t,this.binders[e].defines());return t},Ja.prototype.getPaintVertexBuffers=function(){return this._buffers},Ja.prototype.getUniforms=function(t,e){var r=[];for(var n in this.binders)for(var a=this.binders[n],i=0,o=a.uniformNames;i<o.length;i+=1){var s=o[i];if(e[s]){var l=a.getBinding(t,e[s]);r.push({name:s,property:n,binding:l})}}return r},Ja.prototype.setUniforms=function(t,e,r,n){for(var a=0,i=e;a<i.length;a+=1){var o=i[a],s=o.name,l=o.property,c=o.binding;this.binders[l].setUniforms(t,c,n,r.get(l),s)}},Ja.prototype.updatePatternPaintBuffers=function(t){var e=[];for(var r in this.binders){var n=this.binders[r];if(n instanceof Za){var a=2===t.fromScale?n.zoomInPaintVertexBuffer:n.zoomOutPaintVertexBuffer;a&&e.push(a)}else(n instanceof Wa||n instanceof Xa)&&n.paintVertexBuffer&&e.push(n.paintVertexBuffer)}this._buffers=e},Ja.prototype.upload=function(t){for(var e in this.binders)this.binders[e].upload(t);var r=[];for(var n in this.binders){var a=this.binders[n];(a instanceof Wa||a instanceof Xa)&&a.paintVertexBuffer&&r.push(a.paintVertexBuffer)}this._buffers=r},Ja.prototype.destroy=function(){for(var t in this.binders)this.binders[t].destroy()};var Ka=function(t,e,r,n){void 0===n&&(n=function(){return!0}),this.programConfigurations={};for(var a=0,i=e;a<i.length;a+=1){var o=i[a];this.programConfigurations[o.id]=Ja.createDynamic(o,r,n),this.programConfigurations[o.id].layoutAttributes=t}this.needsUpload=!1};function Qa(t,e){return{\"text-opacity\":[\"opacity\"],\"icon-opacity\":[\"opacity\"],\"text-color\":[\"fill_color\"],\"icon-color\":[\"fill_color\"],\"text-halo-color\":[\"halo_color\"],\"icon-halo-color\":[\"halo_color\"],\"text-halo-blur\":[\"halo_blur\"],\"icon-halo-blur\":[\"halo_blur\"],\"text-halo-width\":[\"halo_width\"],\"icon-halo-width\":[\"halo_width\"],\"line-gap-width\":[\"gapwidth\"],\"line-pattern\":[\"pattern_to\",\"pattern_from\"],\"fill-pattern\":[\"pattern_to\",\"pattern_from\"],\"fill-extrusion-pattern\":[\"pattern_to\",\"pattern_from\"]}[t]||[t.replace(e+\"-\",\"\").replace(/-/g,\"_\")]}function $a(t,e,r){var n={color:{source:va,composite:ma},number:{source:ua,composite:va}},a=function(t){return{\"line-pattern\":{source:ea,composite:ea},\"fill-pattern\":{source:ea,composite:ea},\"fill-extrusion-pattern\":{source:ea,composite:ea}}[t]}(t);return a&&a[r]||n[e][r]}Ka.prototype.populatePaintArrays=function(t,e,r,n,a){for(var i in this.programConfigurations)this.programConfigurations[i].populatePaintArrays(t,e,r,n,a);this.needsUpload=!0},Ka.prototype.updatePaintArrays=function(t,e,r,n){for(var a=0,i=r;a<i.length;a+=1){var o=i[a];this.needsUpload=this.programConfigurations[o.id].updatePaintArrays(t,e,o,n)||this.needsUpload}},Ka.prototype.get=function(t){return this.programConfigurations[t]},Ka.prototype.upload=function(t){if(this.needsUpload){for(var e in this.programConfigurations)this.programConfigurations[e].upload(t);this.needsUpload=!1}},Ka.prototype.destroy=function(){for(var t in this.programConfigurations)this.programConfigurations[t].destroy()},pn(\"ConstantBinder\",Ga),pn(\"CrossFadedConstantBinder\",Ya),pn(\"SourceExpressionBinder\",Wa),pn(\"CrossFadedCompositeBinder\",Za),pn(\"CompositeExpressionBinder\",Xa),pn(\"ProgramConfiguration\",Ja,{omit:[\"_buffers\"]}),pn(\"ProgramConfigurationSet\",Ka);var ti=8192,ei=(15,{min:-1*Math.pow(2,14),max:Math.pow(2,14)-1});function ri(t){for(var e=ti/t.extent,r=t.loadGeometry(),n=0;n<r.length;n++)for(var a=r[n],i=0;i<a.length;i++){var o=a[i];o.x=Math.round(o.x*e),o.y=Math.round(o.y*e),(o.x<ei.min||o.x>ei.max||o.y<ei.min||o.y>ei.max)&&(w(\"Geometry exceeds allowed extent, reduce your vector tile buffer size\"),o.x=c(o.x,ei.min,ei.max),o.y=c(o.y,ei.min,ei.max))}return r}function ni(t,e,r,n,a){t.emplaceBack(2*e+(n+1)/2,2*r+(a+1)/2)}var ai=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map(function(t){return t.id}),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new Kn,this.indexArray=new pa,this.segments=new Pa,this.programConfigurations=new Ka(Ca,t.layers,t.zoom),this.stateDependentLayerIds=this.layers.filter(function(t){return t.isStateDependent()}).map(function(t){return t.id})};function ii(t,e){for(var r=0;r<t.length;r++)if(di(e,t[r]))return!0;for(var n=0;n<e.length;n++)if(di(t,e[n]))return!0;return!!ci(t,e)}function oi(t,e,r){return!!di(t,e)||!!hi(e,t,r)}function si(t,e){if(1===t.length)return pi(e,t[0]);for(var r=0;r<e.length;r++)for(var n=e[r],a=0;a<n.length;a++)if(di(t,n[a]))return!0;for(var i=0;i<t.length;i++)if(pi(e,t[i]))return!0;for(var o=0;o<e.length;o++)if(ci(t,e[o]))return!0;return!1}function li(t,e,r){if(t.length>1){if(ci(t,e))return!0;for(var n=0;n<e.length;n++)if(hi(e[n],t,r))return!0}for(var a=0;a<t.length;a++)if(hi(t[a],e,r))return!0;return!1}function ci(t,e){if(0===t.length||0===e.length)return!1;for(var r=0;r<t.length-1;r++)for(var n=t[r],a=t[r+1],i=0;i<e.length-1;i++)if(ui(n,a,e[i],e[i+1]))return!0;return!1}function ui(t,e,r,n){return k(t,r,n)!==k(e,r,n)&&k(t,e,r)!==k(t,e,n)}function hi(t,e,r){var n=r*r;if(1===e.length)return t.distSqr(e[0])<n;for(var a=1;a<e.length;a++)if(fi(t,e[a-1],e[a])<n)return!0;return!1}function fi(t,e,r){var n=e.distSqr(r);if(0===n)return t.distSqr(e);var a=((t.x-e.x)*(r.x-e.x)+(t.y-e.y)*(r.y-e.y))/n;return a<0?t.distSqr(e):a>1?t.distSqr(r):t.distSqr(r.sub(e)._mult(a)._add(e))}function pi(t,e){for(var r,n,a,i=!1,o=0;o<t.length;o++)for(var s=0,l=(r=t[o]).length-1;s<r.length;l=s++)n=r[s],a=r[l],n.y>e.y!=a.y>e.y&&e.x<(a.x-n.x)*(e.y-n.y)/(a.y-n.y)+n.x&&(i=!i);return i}function di(t,e){for(var r=!1,n=0,a=t.length-1;n<t.length;a=n++){var i=t[n],o=t[a];i.y>e.y!=o.y>e.y&&e.x<(o.x-i.x)*(e.y-i.y)/(o.y-i.y)+i.x&&(r=!r)}return r}function gi(t,e,r){var n=r[0],a=r[2];if(t.x<n.x&&e.x<n.x||t.x>a.x&&e.x>a.x||t.y<n.y&&e.y<n.y||t.y>a.y&&e.y>a.y)return!1;var i=k(t,e,r[0]);return i!==k(t,e,r[1])||i!==k(t,e,r[2])||i!==k(t,e,r[3])}function vi(t,e,r){var n=e.paint.get(t).value;return\"constant\"===n.kind?n.value:r.programConfigurations.get(e.id).binders[t].maxValue}function mi(t){return Math.sqrt(t[0]*t[0]+t[1]*t[1])}function yi(t,e,r,n,i){if(!e[0]&&!e[1])return t;var o=a.convert(e)._mult(i);\"viewport\"===r&&o._rotate(-n);for(var s=[],l=0;l<t.length;l++){var c=t[l];s.push(c.sub(o))}return s}ai.prototype.populate=function(t,e){var r=this.layers[0],n=[],a=null;\"circle\"===r.type&&(a=r.layout.get(\"circle-sort-key\"));for(var i=0,o=t;i<o.length;i+=1){var s=o[i],l=s.feature,c=s.index,u=s.sourceLayerIndex;if(this.layers[0]._featureFilter(new Cn(this.zoom),l)){var h=ri(l),f=a?a.evaluate(l,{}):void 0,p={id:l.id,properties:l.properties,type:l.type,sourceLayerIndex:u,index:c,geometry:h,patterns:{},sortKey:f};n.push(p)}}a&&n.sort(function(t,e){return t.sortKey-e.sortKey});for(var d=0,g=n;d<g.length;d+=1){var v=g[d],m=v,y=m.geometry,x=m.index,b=m.sourceLayerIndex,_=t[x].feature;this.addFeature(v,y,x),e.featureIndex.insert(_,y,x,b,this.index)}},ai.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},ai.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},ai.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},ai.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Ca),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},ai.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},ai.prototype.addFeature=function(t,e,r){for(var n=0,a=e;n<a.length;n+=1)for(var i=0,o=a[n];i<o.length;i+=1){var s=o[i],l=s.x,c=s.y;if(!(l<0||l>=ti||c<0||c>=ti)){var u=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray,t.sortKey),h=u.vertexLength;ni(this.layoutVertexArray,l,c,-1,-1),ni(this.layoutVertexArray,l,c,1,-1),ni(this.layoutVertexArray,l,c,1,1),ni(this.layoutVertexArray,l,c,-1,1),this.indexArray.emplaceBack(h,h+1,h+2),this.indexArray.emplaceBack(h,h+3,h+2),u.vertexLength+=4,u.primitiveLength+=2}}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,{})},pn(\"CircleBucket\",ai,{omit:[\"layers\"]});var xi,bi=new Hn({\"circle-sort-key\":new jn(Tt.layout_circle[\"circle-sort-key\"])}),_i={paint:new Hn({\"circle-radius\":new jn(Tt.paint_circle[\"circle-radius\"]),\"circle-color\":new jn(Tt.paint_circle[\"circle-color\"]),\"circle-blur\":new jn(Tt.paint_circle[\"circle-blur\"]),\"circle-opacity\":new jn(Tt.paint_circle[\"circle-opacity\"]),\"circle-translate\":new Nn(Tt.paint_circle[\"circle-translate\"]),\"circle-translate-anchor\":new Nn(Tt.paint_circle[\"circle-translate-anchor\"]),\"circle-pitch-scale\":new Nn(Tt.paint_circle[\"circle-pitch-scale\"]),\"circle-pitch-alignment\":new Nn(Tt.paint_circle[\"circle-pitch-alignment\"]),\"circle-stroke-width\":new jn(Tt.paint_circle[\"circle-stroke-width\"]),\"circle-stroke-color\":new jn(Tt.paint_circle[\"circle-stroke-color\"]),\"circle-stroke-opacity\":new jn(Tt.paint_circle[\"circle-stroke-opacity\"])}),layout:bi},wi=\"undefined\"!=typeof Float32Array?Float32Array:Array;function ki(t,e,r){var n=e[0],a=e[1],i=e[2],o=e[3];return t[0]=r[0]*n+r[4]*a+r[8]*i+r[12]*o,t[1]=r[1]*n+r[5]*a+r[9]*i+r[13]*o,t[2]=r[2]*n+r[6]*a+r[10]*i+r[14]*o,t[3]=r[3]*n+r[7]*a+r[11]*i+r[15]*o,t}Math.hypot||(Math.hypot=function(){for(var t=arguments,e=0,r=arguments.length;r--;)e+=t[r]*t[r];return Math.sqrt(e)}),xi=new wi(3),wi!=Float32Array&&(xi[0]=0,xi[1]=0,xi[2]=0),function(){var t=new wi(4);wi!=Float32Array&&(t[0]=0,t[1]=0,t[2]=0,t[3]=0)}();var Ti=function(t){function e(e){t.call(this,e,_i)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.createBucket=function(t){return new ai(t)},e.prototype.queryRadius=function(t){var e=t;return vi(\"circle-radius\",this,e)+vi(\"circle-stroke-width\",this,e)+mi(this.paint.get(\"circle-translate\"))},e.prototype.queryIntersectsFeature=function(t,e,r,n,a,i,o,s){for(var l=yi(t,this.paint.get(\"circle-translate\"),this.paint.get(\"circle-translate-anchor\"),i.angle,o),c=this.paint.get(\"circle-radius\").evaluate(e,r)+this.paint.get(\"circle-stroke-width\").evaluate(e,r),u=\"map\"===this.paint.get(\"circle-pitch-alignment\"),h=u?l:function(t,e){return l.map(function(t){return Mi(t,e)})}(0,s),f=u?c*o:c,p=0,d=n;p<d.length;p+=1)for(var g=0,v=d[p];g<v.length;g+=1){var m=v[g],y=u?m:Mi(m,s),x=f,b=ki([],[m.x,m.y,0,1],s);if(\"viewport\"===this.paint.get(\"circle-pitch-scale\")&&\"map\"===this.paint.get(\"circle-pitch-alignment\")?x*=b[3]/i.cameraToCenterDistance:\"map\"===this.paint.get(\"circle-pitch-scale\")&&\"viewport\"===this.paint.get(\"circle-pitch-alignment\")&&(x*=i.cameraToCenterDistance/b[3]),oi(h,y,x))return!0}return!1},e}(Gn);function Mi(t,e){var r=ki([],[t.x,t.y,0,1],e);return new a(r[0]/r[3],r[1]/r[3])}var Ai=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(ai);function Si(t,e,r,n){var a=e.width,i=e.height;if(n){if(n instanceof Uint8ClampedArray)n=new Uint8Array(n.buffer);else if(n.length!==a*i*r)throw new RangeError(\"mismatched image size\")}else n=new Uint8Array(a*i*r);return t.width=a,t.height=i,t.data=n,t}function Ei(t,e,r){var n=e.width,a=e.height;if(n!==t.width||a!==t.height){var i=Si({},{width:n,height:a},r);Li(t,i,{x:0,y:0},{x:0,y:0},{width:Math.min(t.width,n),height:Math.min(t.height,a)},r),t.width=n,t.height=a,t.data=i.data}}function Li(t,e,r,n,a,i){if(0===a.width||0===a.height)return e;if(a.width>t.width||a.height>t.height||r.x>t.width-a.width||r.y>t.height-a.height)throw new RangeError(\"out of range source coordinates for image copy\");if(a.width>e.width||a.height>e.height||n.x>e.width-a.width||n.y>e.height-a.height)throw new RangeError(\"out of range destination coordinates for image copy\");for(var o=t.data,s=e.data,l=0;l<a.height;l++)for(var c=((r.y+l)*t.width+r.x)*i,u=((n.y+l)*e.width+n.x)*i,h=0;h<a.width*i;h++)s[u+h]=o[c+h];return e}pn(\"HeatmapBucket\",Ai,{omit:[\"layers\"]});var Ci=function(t,e){Si(this,t,1,e)};Ci.prototype.resize=function(t){Ei(this,t,1)},Ci.prototype.clone=function(){return new Ci({width:this.width,height:this.height},new Uint8Array(this.data))},Ci.copy=function(t,e,r,n,a){Li(t,e,r,n,a,1)};var Pi=function(t,e){Si(this,t,4,e)};Pi.prototype.resize=function(t){Ei(this,t,4)},Pi.prototype.replace=function(t,e){e?this.data.set(t):t instanceof Uint8ClampedArray?this.data=new Uint8Array(t.buffer):this.data=t},Pi.prototype.clone=function(){return new Pi({width:this.width,height:this.height},new Uint8Array(this.data))},Pi.copy=function(t,e,r,n,a){Li(t,e,r,n,a,4)},pn(\"AlphaImage\",Ci),pn(\"RGBAImage\",Pi);var Oi={paint:new Hn({\"heatmap-radius\":new jn(Tt.paint_heatmap[\"heatmap-radius\"]),\"heatmap-weight\":new jn(Tt.paint_heatmap[\"heatmap-weight\"]),\"heatmap-intensity\":new Nn(Tt.paint_heatmap[\"heatmap-intensity\"]),\"heatmap-color\":new qn(Tt.paint_heatmap[\"heatmap-color\"]),\"heatmap-opacity\":new Nn(Tt.paint_heatmap[\"heatmap-opacity\"])})};function zi(t,e){for(var r=new Uint8Array(1024),n={},a=0,i=0;a<256;a++,i+=4){n[e]=a/255;var o=t.evaluate(n);r[i+0]=Math.floor(255*o.r/o.a),r[i+1]=Math.floor(255*o.g/o.a),r[i+2]=Math.floor(255*o.b/o.a),r[i+3]=Math.floor(255*o.a)}return new 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c=t.readVarint();n=7&c,i=c>>3}if(i--,1===n||2===n)o+=t.readSVarint(),s+=t.readSVarint(),1===n&&(e&&l.push(e),e=[]),e.push(new a(o,s));else{if(7!==n)throw new Error(\"unknown command \"+n);e&&e.push(e[0].clone())}}return e&&l.push(e),l},Ao.prototype.bbox=function(){var t=this._pbf;t.pos=this._geometry;for(var e=t.readVarint()+t.pos,r=1,n=0,a=0,i=0,o=1/0,s=-1/0,l=1/0,c=-1/0;t.pos<e;){if(n<=0){var u=t.readVarint();r=7&u,n=u>>3}if(n--,1===r||2===r)(a+=t.readSVarint())<o&&(o=a),a>s&&(s=a),(i+=t.readSVarint())<l&&(l=i),i>c&&(c=i);else if(7!==r)throw new Error(\"unknown command \"+r)}return[o,l,s,c]},Ao.prototype.toGeoJSON=function(t,e,r){var n,a,i=this.extent*Math.pow(2,r),o=this.extent*t,s=this.extent*e,l=this.loadGeometry(),c=Ao.types[this.type];function u(t){for(var e=0;e<t.length;e++){var r=t[e],n=180-360*(r.y+s)/i;t[e]=[360*(r.x+o)/i-180,360/Math.PI*Math.atan(Math.exp(n*Math.PI/180))-90]}}switch(this.type){case 1:var h=[];for(n=0;n<l.length;n++)h[n]=l[n][0];u(l=h);break;case 2:for(n=0;n<l.length;n++)u(l[n]);break;case 3:for(l=function(t){var e=t.length;if(e<=1)return[t];for(var r,n,a=[],i=0;i<e;i++){var o=Eo(t[i]);0!==o&&(void 0===n&&(n=o<0),n===o<0?(r&&a.push(r),r=[t[i]]):r.push(t[i]))}return r&&a.push(r),a}(l),n=0;n<l.length;n++)for(a=0;a<l[n].length;a++)u(l[n][a])}1===l.length?l=l[0]:c=\"Multi\"+c;var f={type:\"Feature\",geometry:{type:c,coordinates:l},properties:this.properties};return\"id\"in this&&(f.id=this.id),f};var Lo=Co;function Co(t,e){this.version=1,this.name=null,this.extent=4096,this.length=0,this._pbf=t,this._keys=[],this._values=[],this._features=[],t.readFields(Po,this,e),this.length=this._features.length}function Po(t,e,r){15===t?e.version=r.readVarint():1===t?e.name=r.readString():5===t?e.extent=r.readVarint():2===t?e._features.push(r.pos):3===t?e._keys.push(r.readString()):4===t&&e._values.push(function(t){for(var e=null,r=t.readVarint()+t.pos;t.pos<r;){var n=t.readVarint()>>3;e=1===n?t.readString():2===n?t.readFloat():3===n?t.readDouble():4===n?t.readVarint64():5===n?t.readVarint():6===n?t.readSVarint():7===n?t.readBoolean():null}return e}(r))}function Oo(t,e,r){if(3===t){var n=new Lo(r,r.readVarint()+r.pos);n.length&&(e[n.name]=n)}}Co.prototype.feature=function(t){if(t<0||t>=this._features.length)throw new Error(\"feature index out of bounds\");this._pbf.pos=this._features[t];var e=this._pbf.readVarint()+this._pbf.pos;return new Mo(this._pbf,e,this.extent,this._keys,this._values)};var zo={VectorTile:function(t,e){this.layers=t.readFields(Oo,{},e)},VectorTileFeature:Mo,VectorTileLayer:Lo},Io=zo.VectorTileFeature.types,Do=Math.pow(2,13);function Ro(t,e,r,n,a,i,o,s){t.emplaceBack(e,r,2*Math.floor(n*Do)+o,a*Do*2,i*Do*2,Math.round(s))}var Fo=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map(function(t){return t.id}),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new $n,this.indexArray=new pa,this.programConfigurations=new Ka(To,t.layers,t.zoom),this.segments=new Pa,this.stateDependentLayerIds=this.layers.filter(function(t){return t.isStateDependent()}).map(function(t){return t.id})};function Bo(t,e){return t.x===e.x&&(t.x<0||t.x>ti)||t.y===e.y&&(t.y<0||t.y>ti)}function No(t){return t.every(function(t){return t.x<0})||t.every(function(t){return t.x>ti})||t.every(function(t){return t.y<0})||t.every(function(t){return t.y>ti})}Fo.prototype.populate=function(t,e){this.features=[],this.hasPattern=yo(\"fill-extrusion\",this.layers,e);for(var r=0,n=t;r<n.length;r+=1){var a=n[r],i=a.feature,o=a.index,s=a.sourceLayerIndex;if(this.layers[0]._featureFilter(new Cn(this.zoom),i)){var l=ri(i),c={sourceLayerIndex:s,index:o,geometry:l,properties:i.properties,type:i.type,patterns:{}};void 0!==i.id&&(c.id=i.id),this.hasPattern?this.features.push(xo(\"fill-extrusion\",this.layers,c,this.zoom,e)):this.addFeature(c,l,o,{}),e.featureIndex.insert(i,l,o,s,this.index,!0)}}},Fo.prototype.addFeatures=function(t,e){for(var r=0,n=this.features;r<n.length;r+=1){var a=n[r],i=a.geometry;this.addFeature(a,i,a.index,e)}},Fo.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},Fo.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},Fo.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},Fo.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,To),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},Fo.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},Fo.prototype.addFeature=function(t,e,r,n){for(var a=0,i=vo(e,500);a<i.length;a+=1){for(var o=i[a],s=0,l=0,c=o;l<c.length;l+=1)s+=c[l].length;for(var u=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray),h=0,f=o;h<f.length;h+=1){var p=f[h];if(0!==p.length&&!No(p))for(var d=0,g=0;g<p.length;g++){var v=p[g];if(g>=1){var m=p[g-1];if(!Bo(v,m)){u.vertexLength+4>Pa.MAX_VERTEX_ARRAY_LENGTH&&(u=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray));var y=v.sub(m)._perp()._unit(),x=m.dist(v);d+x>32768&&(d=0),Ro(this.layoutVertexArray,v.x,v.y,y.x,y.y,0,0,d),Ro(this.layoutVertexArray,v.x,v.y,y.x,y.y,0,1,d),d+=x,Ro(this.layoutVertexArray,m.x,m.y,y.x,y.y,0,0,d),Ro(this.layoutVertexArray,m.x,m.y,y.x,y.y,0,1,d);var b=u.vertexLength;this.indexArray.emplaceBack(b,b+2,b+1),this.indexArray.emplaceBack(b+1,b+2,b+3),u.vertexLength+=4,u.primitiveLength+=2}}}}if(u.vertexLength+s>Pa.MAX_VERTEX_ARRAY_LENGTH&&(u=this.segments.prepareSegment(s,this.layoutVertexArray,this.indexArray)),\"Polygon\"===Io[t.type]){for(var _=[],w=[],k=u.vertexLength,T=0,M=o;T<M.length;T+=1){var A=M[T];if(0!==A.length){A!==o[0]&&w.push(_.length/2);for(var S=0;S<A.length;S++){var E=A[S];Ro(this.layoutVertexArray,E.x,E.y,0,0,1,1,0),_.push(E.x),_.push(E.y)}}}for(var L=Bi(_,w),C=0;C<L.length;C+=3)this.indexArray.emplaceBack(k+L[C],k+L[C+2],k+L[C+1]);u.primitiveLength+=L.length/3,u.vertexLength+=s}}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,n)},pn(\"FillExtrusionBucket\",Fo,{omit:[\"layers\",\"features\"]});var jo={paint:new Hn({\"fill-extrusion-opacity\":new Nn(Tt[\"paint_fill-extrusion\"][\"fill-extrusion-opacity\"]),\"fill-extrusion-color\":new jn(Tt[\"paint_fill-extrusion\"][\"fill-extrusion-color\"]),\"fill-extrusion-translate\":new Nn(Tt[\"paint_fill-extrusion\"][\"fill-extrusion-translate\"]),\"fill-extrusion-translate-anchor\":new Nn(Tt[\"paint_fill-extrusion\"][\"fill-extrusion-translate-anchor\"]),\"fill-extrusion-pattern\":new Vn(Tt[\"paint_fill-extrusion\"][\"fill-extrusion-pattern\"]),\"fill-extrusion-height\":new jn(Tt[\"paint_fill-extrusion\"][\"fill-extrusion-height\"]),\"fill-extrusion-base\":new jn(Tt[\"paint_fill-extrusion\"][\"fill-extrusion-base\"]),\"fill-extrusion-vertical-gradient\":new Nn(Tt[\"paint_fill-extrusion\"][\"fill-extrusion-vertical-gradient\"])})},Vo=function(t){function e(e){t.call(this,e,jo)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.createBucket=function(t){return new Fo(t)},e.prototype.queryRadius=function(){return mi(this.paint.get(\"fill-extrusion-translate\"))},e.prototype.is3D=function(){return!0},e.prototype.queryIntersectsFeature=function(t,e,r,n,i,o,s,l){var c=yi(t,this.paint.get(\"fill-extrusion-translate\"),this.paint.get(\"fill-extrusion-translate-anchor\"),o.angle,s),u=this.paint.get(\"fill-extrusion-height\").evaluate(e,r),h=this.paint.get(\"fill-extrusion-base\").evaluate(e,r),f=function(t,e,r,n){for(var i=[],o=0,s=t;o<s.length;o+=1){var l=s[o],c=[l.x,l.y,0,1];ki(c,c,e),i.push(new a(c[0]/c[3],c[1]/c[3]))}return i}(c,l),p=function(t,e,r,n){for(var i=[],o=[],s=n[8]*e,l=n[9]*e,c=n[10]*e,u=n[11]*e,h=n[8]*r,f=n[9]*r,p=n[10]*r,d=n[11]*r,g=0,v=t;g<v.length;g+=1){for(var m=[],y=[],x=0,b=v[g];x<b.length;x+=1){var _=b[x],w=_.x,k=_.y,T=n[0]*w+n[4]*k+n[12],M=n[1]*w+n[5]*k+n[13],A=n[2]*w+n[6]*k+n[14],S=n[3]*w+n[7]*k+n[15],E=A+c,L=S+u,C=T+h,P=M+f,O=A+p,z=S+d,I=new a((T+s)/L,(M+l)/L);I.z=E/L,m.push(I);var D=new a(C/z,P/z);D.z=O/z,y.push(D)}i.push(m),o.push(y)}return[i,o]}(n,h,u,l);return function(t,e,r){var n=1/0;si(r,e)&&(n=qo(r,e[0]));for(var a=0;a<e.length;a++)for(var i=e[a],o=t[a],s=0;s<i.length-1;s++){var l=i[s],c=i[s+1],u=o[s],h=[l,c,o[s+1],u,l];ii(r,h)&&(n=Math.min(n,qo(r,h)))}return n!==1/0&&n}(p[0],p[1],f)},e}(Gn);function Uo(t,e){return t.x*e.x+t.y*e.y}function qo(t,e){if(1===t.length){var r=e[0],n=e[1],a=e[3],i=t[0],o=n.sub(r),s=a.sub(r),l=i.sub(r),c=Uo(o,o),u=Uo(o,s),h=Uo(s,s),f=Uo(l,o),p=Uo(l,s),d=c*h-u*u,g=(h*f-u*p)/d,v=(c*p-u*f)/d,m=1-g-v;return r.z*m+n.z*g+a.z*v}for(var y=1/0,x=0,b=e;x<b.length;x+=1){var _=b[x];y=Math.min(y,_.z)}return y}var Ho=Zn([{name:\"a_pos_normal\",components:2,type:\"Int16\"},{name:\"a_data\",components:4,type:\"Uint8\"}],4).members,Go=zo.VectorTileFeature.types,Yo=Math.cos(Math.PI/180*37.5),Wo=Math.pow(2,14)/.5,Xo=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map(function(t){return t.id}),this.index=t.index,this.hasPattern=!1,this.patternFeatures=[],this.layoutVertexArray=new ta,this.indexArray=new pa,this.programConfigurations=new Ka(Ho,t.layers,t.zoom),this.segments=new Pa,this.stateDependentLayerIds=this.layers.filter(function(t){return t.isStateDependent()}).map(function(t){return t.id})};Xo.prototype.populate=function(t,e){this.hasPattern=yo(\"line\",this.layers,e);for(var r=this.layers[0].layout.get(\"line-sort-key\"),n=[],a=0,i=t;a<i.length;a+=1){var o=i[a],s=o.feature,l=o.index,c=o.sourceLayerIndex;if(this.layers[0]._featureFilter(new Cn(this.zoom),s)){var u=ri(s),h=r?r.evaluate(s,{}):void 0,f={id:s.id,properties:s.properties,type:s.type,sourceLayerIndex:c,index:l,geometry:u,patterns:{},sortKey:h};n.push(f)}}r&&n.sort(function(t,e){return t.sortKey-e.sortKey});for(var p=0,d=n;p<d.length;p+=1){var g=d[p],v=g,m=v.geometry,y=v.index,x=v.sourceLayerIndex;if(this.hasPattern){var b=xo(\"line\",this.layers,g,this.zoom,e);this.patternFeatures.push(b)}else this.addFeature(g,m,y,{});var _=t[y].feature;e.featureIndex.insert(_,m,y,x,this.index)}},Xo.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},Xo.prototype.addFeatures=function(t,e){for(var r=0,n=this.patternFeatures;r<n.length;r+=1){var a=n[r];this.addFeature(a,a.geometry,a.index,e)}},Xo.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},Xo.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},Xo.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Ho),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},Xo.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},Xo.prototype.addFeature=function(t,e,r,n){for(var a=this.layers[0].layout,i=a.get(\"line-join\").evaluate(t,{}),o=a.get(\"line-cap\"),s=a.get(\"line-miter-limit\"),l=a.get(\"line-round-limit\"),c=0,u=e;c<u.length;c+=1){var h=u[c];this.addLine(h,t,i,o,s,l,r,n)}},Xo.prototype.addLine=function(t,e,r,n,a,i,o,s){if(this.distance=0,this.scaledDistance=0,this.totalDistance=0,e.properties&&e.properties.hasOwnProperty(\"mapbox_clip_start\")&&e.properties.hasOwnProperty(\"mapbox_clip_end\")){this.clipStart=+e.properties.mapbox_clip_start,this.clipEnd=+e.properties.mapbox_clip_end;for(var l=0;l<t.length-1;l++)this.totalDistance+=t[l].dist(t[l+1])}for(var c=\"Polygon\"===Go[e.type],u=t.length;u>=2&&t[u-1].equals(t[u-2]);)u--;for(var h=0;h<u-1&&t[h].equals(t[h+1]);)h++;if(!(u<(c?3:2))){\"bevel\"===r&&(a=1.05);var f,p=ti/(512*this.overscaling)*15,d=this.segments.prepareSegment(10*u,this.layoutVertexArray,this.indexArray),g=void 0,v=void 0,m=void 0,y=void 0;this.e1=this.e2=-1,c&&(f=t[u-2],y=t[h].sub(f)._unit()._perp());for(var x=h;x<u;x++)if(!(v=c&&x===u-1?t[h+1]:t[x+1])||!t[x].equals(v)){y&&(m=y),f&&(g=f),f=t[x],y=v?v.sub(f)._unit()._perp():m;var b=(m=m||y).add(y);0===b.x&&0===b.y||b._unit();var _=m.x*y.x+m.y*y.y,w=b.x*y.x+b.y*y.y,k=0!==w?1/w:1/0,T=2*Math.sqrt(2-2*w),M=w<Yo&&g&&v,A=m.x*y.y-m.y*y.x>0;if(M&&x>h){var S=f.dist(g);if(S>2*p){var E=f.sub(f.sub(g)._mult(p/S)._round());this.updateDistance(g,E),this.addCurrentVertex(E,m,0,0,d),g=E}}var L=g&&v,C=L?r:c?\"butt\":n;if(L&&\"round\"===C&&(k<i?C=\"miter\":k<=2&&(C=\"fakeround\")),\"miter\"===C&&k>a&&(C=\"bevel\"),\"bevel\"===C&&(k>2&&(C=\"flipbevel\"),k<a&&(C=\"miter\")),g&&this.updateDistance(g,f),\"miter\"===C)b._mult(k),this.addCurrentVertex(f,b,0,0,d);else if(\"flipbevel\"===C){if(k>100)b=y.mult(-1);else{var P=k*m.add(y).mag()/m.sub(y).mag();b._perp()._mult(P*(A?-1:1))}this.addCurrentVertex(f,b,0,0,d),this.addCurrentVertex(f,b.mult(-1),0,0,d)}else if(\"bevel\"===C||\"fakeround\"===C){var O=-Math.sqrt(k*k-1),z=A?O:0,I=A?0:O;if(g&&this.addCurrentVertex(f,m,z,I,d),\"fakeround\"===C)for(var D=Math.round(180*T/Math.PI/20),R=1;R<D;R++){var F=R/D;if(.5!==F){var B=F-.5;F+=F*B*(F-1)*((1.0904+_*(_*(3.55645-1.43519*_)-3.2452))*B*B+(.848013+_*(.215638*_-1.06021)))}var N=y.sub(m)._mult(F)._add(m)._unit()._mult(A?-1:1);this.addHalfVertex(f,N.x,N.y,!1,A,0,d)}v&&this.addCurrentVertex(f,y,-z,-I,d)}else if(\"butt\"===C)this.addCurrentVertex(f,b,0,0,d);else if(\"square\"===C){var j=g?1:-1;this.addCurrentVertex(f,b,j,j,d)}else\"round\"===C&&(g&&(this.addCurrentVertex(f,m,0,0,d),this.addCurrentVertex(f,m,1,1,d,!0)),v&&(this.addCurrentVertex(f,y,-1,-1,d,!0),this.addCurrentVertex(f,y,0,0,d)));if(M&&x<u-1){var V=f.dist(v);if(V>2*p){var U=f.add(v.sub(f)._mult(p/V)._round());this.updateDistance(f,U),this.addCurrentVertex(U,y,0,0,d),f=U}}}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,e,o,s)}},Xo.prototype.addCurrentVertex=function(t,e,r,n,a,i){void 0===i&&(i=!1);var o=e.x+e.y*r,s=e.y-e.x*r,l=-e.x+e.y*n,c=-e.y-e.x*n;this.addHalfVertex(t,o,s,i,!1,r,a),this.addHalfVertex(t,l,c,i,!0,-n,a),this.distance>Wo/2&&0===this.totalDistance&&(this.distance=0,this.addCurrentVertex(t,e,r,n,a,i))},Xo.prototype.addHalfVertex=function(t,e,r,n,a,i,o){var s=t.x,l=t.y,c=.5*this.scaledDistance;this.layoutVertexArray.emplaceBack((s<<1)+(n?1:0),(l<<1)+(a?1:0),Math.round(63*e)+128,Math.round(63*r)+128,1+(0===i?0:i<0?-1:1)|(63&c)<<2,c>>6);var u=o.vertexLength++;this.e1>=0&&this.e2>=0&&(this.indexArray.emplaceBack(this.e1,this.e2,u),o.primitiveLength++),a?this.e2=u:this.e1=u},Xo.prototype.updateDistance=function(t,e){this.distance+=t.dist(e),this.scaledDistance=this.totalDistance>0?(this.clipStart+(this.clipEnd-this.clipStart)*this.distance/this.totalDistance)*(Wo-1):this.distance},pn(\"LineBucket\",Xo,{omit:[\"layers\",\"patternFeatures\"]});var Zo=new Hn({\"line-cap\":new Nn(Tt.layout_line[\"line-cap\"]),\"line-join\":new jn(Tt.layout_line[\"line-join\"]),\"line-miter-limit\":new Nn(Tt.layout_line[\"line-miter-limit\"]),\"line-round-limit\":new Nn(Tt.layout_line[\"line-round-limit\"]),\"line-sort-key\":new jn(Tt.layout_line[\"line-sort-key\"])}),Jo={paint:new Hn({\"line-opacity\":new jn(Tt.paint_line[\"line-opacity\"]),\"line-color\":new jn(Tt.paint_line[\"line-color\"]),\"line-translate\":new Nn(Tt.paint_line[\"line-translate\"]),\"line-translate-anchor\":new Nn(Tt.paint_line[\"line-translate-anchor\"]),\"line-width\":new jn(Tt.paint_line[\"line-width\"]),\"line-gap-width\":new jn(Tt.paint_line[\"line-gap-width\"]),\"line-offset\":new jn(Tt.paint_line[\"line-offset\"]),\"line-blur\":new jn(Tt.paint_line[\"line-blur\"]),\"line-dasharray\":new Un(Tt.paint_line[\"line-dasharray\"]),\"line-pattern\":new Vn(Tt.paint_line[\"line-pattern\"]),\"line-gradient\":new qn(Tt.paint_line[\"line-gradient\"])}),layout:Zo},Ko=new(function(t){function e(){t.apply(this,arguments)}return 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is(t,e,r){return t.sections.forEach(function(t){t.text=function(t,e,r){var 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us(t,e,r,n,a,i,o,s,l,c,u){var h,f=cs.fromFeature(t,r);c===ls.vertical&&f.verticalizePunctuation();var p=Ln.processBidirectionalText,d=Ln.processStyledBidirectionalText;if(p&&1===f.sections.length){h=[];for(var g=0,v=p(f.toString(),vs(f,s,n,e));g<v.length;g+=1){var m=v[g],y=new cs;y.text=m,y.sections=f.sections;for(var x=0;x<m.length;x++)y.sectionIndex.push(0);h.push(y)}}else if(d){h=[];for(var b=0,_=d(f.text,f.sectionIndex,vs(f,s,n,e));b<_.length;b+=1){var w=_[b],k=new cs;k.text=w[0],k.sectionIndex=w[1],k.sections=f.sections,h.push(k)}}else h=function(t,e){for(var r=[],n=t.text,a=0,i=0,o=e;i<o.length;i+=1){var s=o[i];r.push(t.substring(a,s)),a=s}return a<n.length&&r.push(t.substring(a,n.length)),r}(f,vs(f,s,n,e));var T=[],M={positionedGlyphs:T,text:f.toString(),top:l[1],bottom:l[1],left:l[0],right:l[0],writingMode:c,lineCount:h.length,yOffset:-17};return function(t,e,r,n,a,i,o,s,l){for(var c=0,u=t.yOffset,h=0,f=t.positionedGlyphs,p=\"right\"===i?1:\"left\"===i?0:.5,d=0,g=r;d<g.length;d+=1){var v=g[d];v.trim();var m=v.getMaxScale();if(v.length()){for(var y=f.length,x=0;x<v.length();x++){var b=v.getSection(x),_=v.getSectionIndex(x),w=v.getCharCode(x),k=24*(m-b.scale),T=e[b.fontStack],M=T&&T[w];M&&(o===ls.horizontal||!l&&!_n(w)||l&&(hs[w]||(S=w,yn.Arabic(S)||yn[\"Arabic Supplement\"](S)||yn[\"Arabic Extended-A\"](S)||yn[\"Arabic Presentation Forms-A\"](S)||yn[\"Arabic Presentation Forms-B\"](S)))?(f.push({glyph:w,x:c,y:u+k,vertical:!1,scale:b.scale,fontStack:b.fontStack,sectionIndex:_}),c+=M.metrics.advance*b.scale+s):(f.push({glyph:w,x:c,y:u+k,vertical:!0,scale:b.scale,fontStack:b.fontStack,sectionIndex:_}),c+=ss*b.scale+s))}if(f.length!==y){var A=c-s;h=Math.max(A,h),ys(f,e,y,f.length-1,p)}c=0,u+=n*m}else u+=n}var S,E=ms(a),L=E.horizontalAlign,C=E.verticalAlign;!function(t,e,r,n,a,i,o){for(var 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s=n[i],l=n[o];return\"composite\"===r.kind?{kind:\"composite\",minZoom:s,maxZoom:l,interpolationType:a}:{kind:\"camera\",minZoom:s,maxZoom:l,minSize:r.evaluate(new Cn(s)),maxSize:r.evaluate(new Cn(l)),interpolationType:a}}function ws(t,e,r){var n=e.uSize,a=e.uSizeT,i=r.lowerSize,o=r.upperSize;return\"source\"===t.kind?i/bs:\"composite\"===t.kind?ye(i/bs,o/bs,a):n}function ks(t,e){var r=0,n=0;if(\"constant\"===t.kind)n=t.layoutSize;else if(\"source\"!==t.kind){var a=t.interpolationType,i=t.minZoom,o=t.maxZoom,s=a?c(Be.interpolationFactor(a,e,i,o),0,1):0;\"camera\"===t.kind?n=ye(t.minSize,t.maxSize,s):r=s}return{uSizeT:r,uSize:n}}var Ts=Object.freeze({getSizeData:_s,evaluateSizeForFeature:ws,evaluateSizeForZoom:ks,SIZE_PACK_FACTOR:bs}),Ms=zo.VectorTileFeature.types,As=[{name:\"a_fade_opacity\",components:1,type:\"Uint8\",offset:0}];function Ss(t,e,r,n,a,i,o,s){t.emplaceBack(e,r,Math.round(32*n),Math.round(32*a),i,o,s?s[0]:0,s?s[1]:0)}function Es(t,e,r){t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r)}var Ls=function(t){this.layoutVertexArray=new ra,this.indexArray=new pa,this.programConfigurations=t,this.segments=new Pa,this.dynamicLayoutVertexArray=new na,this.opacityVertexArray=new aa,this.placedSymbolArray=new _a};Ls.prototype.upload=function(t,e,r,n){r&&(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,ts.members),this.indexBuffer=t.createIndexBuffer(this.indexArray,e),this.dynamicLayoutVertexBuffer=t.createVertexBuffer(this.dynamicLayoutVertexArray,es.members,!0),this.opacityVertexBuffer=t.createVertexBuffer(this.opacityVertexArray,As,!0),this.opacityVertexBuffer.itemSize=1),(r||n)&&this.programConfigurations.upload(t)},Ls.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy(),this.dynamicLayoutVertexBuffer.destroy(),this.opacityVertexBuffer.destroy())},pn(\"SymbolBuffers\",Ls);var Cs=function(t,e,r){this.layoutVertexArray=new t,this.layoutAttributes=e,this.indexArray=new r,this.segments=new Pa,this.collisionVertexArray=new sa};Cs.prototype.upload=function(t){this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,this.layoutAttributes),this.indexBuffer=t.createIndexBuffer(this.indexArray),this.collisionVertexBuffer=t.createVertexBuffer(this.collisionVertexArray,rs.members,!0)},Cs.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.segments.destroy(),this.collisionVertexBuffer.destroy())},pn(\"CollisionBuffers\",Cs);var Ps=function(t){this.collisionBoxArray=t.collisionBoxArray,this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map(function(t){return t.id}),this.index=t.index,this.pixelRatio=t.pixelRatio,this.sourceLayerIndex=t.sourceLayerIndex,this.hasPattern=!1,this.hasPaintOverrides=!1;var e=this.layers[0]._unevaluatedLayout._values;this.textSizeData=_s(this.zoom,e[\"text-size\"]),this.iconSizeData=_s(this.zoom,e[\"icon-size\"]);var r=this.layers[0].layout,n=r.get(\"symbol-sort-key\"),a=r.get(\"symbol-z-order\");this.sortFeaturesByKey=\"viewport-y\"!==a&&void 0!==n.constantOr(1);var i=\"viewport-y\"===a||\"auto\"===a&&!this.sortFeaturesByKey;this.sortFeaturesByY=i&&(r.get(\"text-allow-overlap\")||r.get(\"icon-allow-overlap\")||r.get(\"text-ignore-placement\")||r.get(\"icon-ignore-placement\")),\"point\"===r.get(\"symbol-placement\")&&(this.writingModes=r.get(\"text-writing-mode\").map(function(t){return ls[t]})),this.stateDependentLayerIds=this.layers.filter(function(t){return t.isStateDependent()}).map(function(t){return t.id}),this.sourceID=t.sourceID};Ps.prototype.createArrays=function(){var t=this.layers[0].layout;this.hasPaintOverrides=Ds.hasPaintOverrides(t),this.text=new Ls(new Ka(ts.members,this.layers,this.zoom,function(t){return/^text/.test(t)})),this.icon=new Ls(new Ka(ts.members,this.layers,this.zoom,function(t){return/^icon/.test(t)})),this.collisionBox=new Cs(oa,ns.members,da),this.collisionCircle=new Cs(oa,as.members,pa),this.glyphOffsetArray=new Ma,this.lineVertexArray=new Sa,this.symbolInstances=new ka},Ps.prototype.calculateGlyphDependencies=function(t,e,r,n,a){for(var i=0;i<t.length;i++)if(e[t.charCodeAt(i)]=!0,(r||n)&&a){var o=os[t.charAt(i)];o&&(e[o.charCodeAt(0)]=!0)}},Ps.prototype.populate=function(t,e){var r=this.layers[0],n=r.layout,a=n.get(\"text-font\"),i=n.get(\"text-field\"),o=n.get(\"icon-image\"),s=(\"constant\"!==i.value.kind||i.value.value.toString().length>0)&&(\"constant\"!==a.value.kind||a.value.value.length>0),l=\"constant\"!==o.value.kind||o.value.value&&o.value.value.length>0,c=n.get(\"symbol-sort-key\");if(this.features=[],s||l){for(var u=e.iconDependencies,h=e.glyphDependencies,f=new Cn(this.zoom),p=0,d=t;p<d.length;p+=1){var g=d[p],v=g.feature,m=g.index,y=g.sourceLayerIndex;if(r._featureFilter(f,v)){var x=void 0;if(s){var b=r.getValueAndResolveTokens(\"text-field\",v);x=is(b instanceof Jt?b:Jt.fromString(b),r,v)}var _=void 0;if(l&&(_=r.getValueAndResolveTokens(\"icon-image\",v)),x||_){var w=this.sortFeaturesByKey?c.evaluate(v,{}):void 0,k={text:x,icon:_,index:m,sourceLayerIndex:y,geometry:ri(v),properties:v.properties,type:Ms[v.type],sortKey:w};if(void 0!==v.id&&(k.id=v.id),this.features.push(k),_&&(u[_]=!0),x){var T=a.evaluate(v,{}).join(\",\"),M=\"map\"===n.get(\"text-rotation-alignment\")&&\"point\"!==n.get(\"symbol-placement\");this.allowVerticalPlacement=this.writingModes&&this.writingModes.indexOf(ls.vertical)>=0;for(var A=0,S=x.sections;A<S.length;A+=1){var E=S[A],L=xn(x.toString()),C=E.fontStack||T,P=h[C]=h[C]||{};this.calculateGlyphDependencies(E.text,P,M,this.allowVerticalPlacement,L)}}}}}\"line\"===n.get(\"symbol-placement\")&&(this.features=function(t){var e={},r={},n=[],a=0;function i(e){n.push(t[e]),a++}function o(t,e,a){var i=r[t];return delete r[t],r[e]=i,n[i].geometry[0].pop(),n[i].geometry[0]=n[i].geometry[0].concat(a[0]),i}function s(t,r,a){var i=e[r];return delete e[r],e[t]=i,n[i].geometry[0].shift(),n[i].geometry[0]=a[0].concat(n[i].geometry[0]),i}function l(t,e,r){var n=r?e[0][e[0].length-1]:e[0][0];return t+\":\"+n.x+\":\"+n.y}for(var c=0;c<t.length;c++){var u=t[c],h=u.geometry,f=u.text?u.text.toString():null;if(f){var p=l(f,h),d=l(f,h,!0);if(p in r&&d in e&&r[p]!==e[d]){var g=s(p,d,h),v=o(p,d,n[g].geometry);delete e[p],delete r[d],r[l(f,n[v].geometry,!0)]=v,n[g].geometry=null}else p in r?o(p,d,h):d in e?s(p,d,h):(i(c),e[p]=a-1,r[d]=a-1)}else i(c)}return n.filter(function(t){return t.geometry})}(this.features)),this.sortFeaturesByKey&&this.features.sort(function(t,e){return t.sortKey-e.sortKey})}},Ps.prototype.update=function(t,e,r){this.stateDependentLayers.length&&(this.text.programConfigurations.updatePaintArrays(t,e,this.layers,r),this.icon.programConfigurations.updatePaintArrays(t,e,this.layers,r))},Ps.prototype.isEmpty=function(){return 0===this.symbolInstances.length},Ps.prototype.uploadPending=function(){return!this.uploaded||this.text.programConfigurations.needsUpload||this.icon.programConfigurations.needsUpload},Ps.prototype.upload=function(t){this.uploaded||(this.collisionBox.upload(t),this.collisionCircle.upload(t)),this.text.upload(t,this.sortFeaturesByY,!this.uploaded,this.text.programConfigurations.needsUpload),this.icon.upload(t,this.sortFeaturesByY,!this.uploaded,this.icon.programConfigurations.needsUpload),this.uploaded=!0},Ps.prototype.destroy=function(){this.text.destroy(),this.icon.destroy(),this.collisionBox.destroy(),this.collisionCircle.destroy()},Ps.prototype.addToLineVertexArray=function(t,e){var r=this.lineVertexArray.length;if(void 0!==t.segment){for(var n=t.dist(e[t.segment+1]),a=t.dist(e[t.segment]),i={},o=t.segment+1;o<e.length;o++)i[o]={x:e[o].x,y:e[o].y,tileUnitDistanceFromAnchor:n},o<e.length-1&&(n+=e[o+1].dist(e[o]));for(var s=t.segment||0;s>=0;s--)i[s]={x:e[s].x,y:e[s].y,tileUnitDistanceFromAnchor:a},s>0&&(a+=e[s-1].dist(e[s]));for(var l=0;l<e.length;l++){var c=i[l];this.lineVertexArray.emplaceBack(c.x,c.y,c.tileUnitDistanceFromAnchor)}}return{lineStartIndex:r,lineLength:this.lineVertexArray.length-r}},Ps.prototype.addSymbols=function(t,e,r,n,a,i,o,s,l,c){var u=this,h=t.indexArray,f=t.layoutVertexArray,p=t.dynamicLayoutVertexArray,d=t.segments.prepareSegment(4*e.length,t.layoutVertexArray,t.indexArray,i.sortKey),g=this.glyphOffsetArray.length,v=d.vertexLength,m=this.allowVerticalPlacement&&o===ls.vertical?Math.PI/2:0,y=function(t){var e=t.tl,n=t.tr,a=t.bl,i=t.br,o=t.tex,l=d.vertexLength,c=t.glyphOffset[1];Ss(f,s.x,s.y,e.x,c+e.y,o.x,o.y,r),Ss(f,s.x,s.y,n.x,c+n.y,o.x+o.w,o.y,r),Ss(f,s.x,s.y,a.x,c+a.y,o.x,o.y+o.h,r),Ss(f,s.x,s.y,i.x,c+i.y,o.x+o.w,o.y+o.h,r),Es(p,s,m),h.emplaceBack(l,l+1,l+2),h.emplaceBack(l+1,l+2,l+3),d.vertexLength+=4,d.primitiveLength+=2,u.glyphOffsetArray.emplaceBack(t.glyphOffset[0])};if(i.text&&i.text.sections){var x=i.text.sections;if(this.hasPaintOverrides){for(var b,_=function(e,r){void 0===b||b===e&&!r||t.programConfigurations.populatePaintArrays(t.layoutVertexArray.length,i,i.index,{},x[b]),b=e},w=0,k=e;w<k.length;w+=1){var T=k[w];_(T.sectionIndex,!1),y(T)}_(b,!0)}else{for(var M=0,A=e;M<A.length;M+=1)y(A[M]);t.programConfigurations.populatePaintArrays(t.layoutVertexArray.length,i,i.index,{},x[0])}}else{for(var S=0,E=e;S<E.length;S+=1)y(E[S]);t.programConfigurations.populatePaintArrays(t.layoutVertexArray.length,i,i.index,{})}t.placedSymbolArray.emplaceBack(s.x,s.y,g,this.glyphOffsetArray.length-g,v,l,c,s.segment,r?r[0]:0,r?r[1]:0,n[0],n[1],o,0,!1,0)},Ps.prototype._addCollisionDebugVertex=function(t,e,r,n,a,i){return e.emplaceBack(0,0),t.emplaceBack(r.x,r.y,n,a,Math.round(i.x),Math.round(i.y))},Ps.prototype.addCollisionDebugVertices=function(t,e,r,n,i,o,s,l){var c=i.segments.prepareSegment(4,i.layoutVertexArray,i.indexArray),u=c.vertexLength,h=i.layoutVertexArray,f=i.collisionVertexArray,p=s.anchorX,d=s.anchorY;if(this._addCollisionDebugVertex(h,f,o,p,d,new a(t,e)),this._addCollisionDebugVertex(h,f,o,p,d,new a(r,e)),this._addCollisionDebugVertex(h,f,o,p,d,new a(r,n)),this._addCollisionDebugVertex(h,f,o,p,d,new a(t,n)),c.vertexLength+=4,l){var g=i.indexArray;g.emplaceBack(u,u+1,u+2),g.emplaceBack(u,u+2,u+3),c.primitiveLength+=2}else{var v=i.indexArray;v.emplaceBack(u,u+1),v.emplaceBack(u+1,u+2),v.emplaceBack(u+2,u+3),v.emplaceBack(u+3,u),c.primitiveLength+=4}},Ps.prototype.addDebugCollisionBoxes=function(t,e,r){for(var n=t;n<e;n++){var a=this.collisionBoxArray.get(n),i=a.x1,o=a.y1,s=a.x2,l=a.y2,c=a.radius>0;this.addCollisionDebugVertices(i,o,s,l,c?this.collisionCircle:this.collisionBox,a.anchorPoint,r,c)}},Ps.prototype.generateCollisionDebugBuffers=function(){for(var t=0;t<this.symbolInstances.length;t++){var e=this.symbolInstances.get(t);this.addDebugCollisionBoxes(e.textBoxStartIndex,e.textBoxEndIndex,e),this.addDebugCollisionBoxes(e.verticalTextBoxStartIndex,e.verticalTextBoxEndIndex,e),this.addDebugCollisionBoxes(e.iconBoxStartIndex,e.iconBoxEndIndex,e)}},Ps.prototype._deserializeCollisionBoxesForSymbol=function(t,e,r,n,a,i,o){for(var s={},l=e;l<r;l++){var c=t.get(l);if(0===c.radius){s.textBox={x1:c.x1,y1:c.y1,x2:c.x2,y2:c.y2,anchorPointX:c.anchorPointX,anchorPointY:c.anchorPointY},s.textFeatureIndex=c.featureIndex;break}s.textCircles||(s.textCircles=[],s.textFeatureIndex=c.featureIndex),s.textCircles.push(c.anchorPointX,c.anchorPointY,c.radius,c.signedDistanceFromAnchor,1)}for(var u=n;u<a;u++){var h=t.get(u);if(0===h.radius){s.verticalTextBox={x1:h.x1,y1:h.y1,x2:h.x2,y2:h.y2,anchorPointX:h.anchorPointX,anchorPointY:h.anchorPointY},s.verticalTextFeatureIndex=h.featureIndex;break}}for(var f=i;f<o;f++){var p=t.get(f);if(0===p.radius){s.iconBox={x1:p.x1,y1:p.y1,x2:p.x2,y2:p.y2,anchorPointX:p.anchorPointX,anchorPointY:p.anchorPointY},s.iconFeatureIndex=p.featureIndex;break}}return s},Ps.prototype.deserializeCollisionBoxes=function(t){this.collisionArrays=[];for(var e=0;e<this.symbolInstances.length;e++){var r=this.symbolInstances.get(e);this.collisionArrays.push(this._deserializeCollisionBoxesForSymbol(t,r.textBoxStartIndex,r.textBoxEndIndex,r.verticalTextBoxStartIndex,r.verticalTextBoxEndIndex,r.iconBoxStartIndex,r.iconBoxEndIndex))}},Ps.prototype.hasTextData=function(){return this.text.segments.get().length>0},Ps.prototype.hasIconData=function(){return this.icon.segments.get().length>0},Ps.prototype.hasCollisionBoxData=function(){return this.collisionBox.segments.get().length>0},Ps.prototype.hasCollisionCircleData=function(){return this.collisionCircle.segments.get().length>0},Ps.prototype.addIndicesForPlacedTextSymbol=function(t){for(var e=this.text.placedSymbolArray.get(t),r=e.vertexStartIndex+4*e.numGlyphs,n=e.vertexStartIndex;n<r;n+=4)this.text.indexArray.emplaceBack(n,n+1,n+2),this.text.indexArray.emplaceBack(n+1,n+2,n+3)},Ps.prototype.getSortedSymbolIndexes=function(t){if(this.sortedAngle===t&&void 0!==this.symbolInstanceIndexes)return this.symbolInstanceIndexes;for(var e=Math.sin(t),r=Math.cos(t),n=[],a=[],i=[],o=0;o<this.symbolInstances.length;++o){i.push(o);var s=this.symbolInstances.get(o);n.push(0|Math.round(e*s.anchorX+r*s.anchorY)),a.push(s.featureIndex)}return i.sort(function(t,e){return n[t]-n[e]||a[e]-a[t]}),i},Ps.prototype.sortFeatures=function(t){var e=this;if(this.sortFeaturesByY&&this.sortedAngle!==t&&!(this.text.segments.get().length>1||this.icon.segments.get().length>1)){this.symbolInstanceIndexes=this.getSortedSymbolIndexes(t),this.sortedAngle=t,this.text.indexArray.clear(),this.icon.indexArray.clear(),this.featureSortOrder=[];for(var r=0,n=this.symbolInstanceIndexes;r<n.length;r+=1){var a=n[r],i=this.symbolInstances.get(a);this.featureSortOrder.push(i.featureIndex),[i.rightJustifiedTextSymbolIndex,i.centerJustifiedTextSymbolIndex,i.leftJustifiedTextSymbolIndex].forEach(function(t,r,n){t>=0&&n.indexOf(t)===r&&e.addIndicesForPlacedTextSymbol(t)}),i.verticalPlacedTextSymbolIndex>=0&&this.addIndicesForPlacedTextSymbol(i.verticalPlacedTextSymbolIndex);var o=this.icon.placedSymbolArray.get(a);if(o.numGlyphs){var s=o.vertexStartIndex;this.icon.indexArray.emplaceBack(s,s+1,s+2),this.icon.indexArray.emplaceBack(s+1,s+2,s+3)}}this.text.indexBuffer&&this.text.indexBuffer.updateData(this.text.indexArray),this.icon.indexBuffer&&this.icon.indexBuffer.updateData(this.icon.indexArray)}},pn(\"SymbolBucket\",Ps,{omit:[\"layers\",\"collisionBoxArray\",\"features\",\"compareText\"]}),Ps.MAX_GLYPHS=65535,Ps.addDynamicAttributes=Es;var Os=new Hn({\"symbol-placement\":new Nn(Tt.layout_symbol[\"symbol-placement\"]),\"symbol-spacing\":new Nn(Tt.layout_symbol[\"symbol-spacing\"]),\"symbol-avoid-edges\":new Nn(Tt.layout_symbol[\"symbol-avoid-edges\"]),\"symbol-sort-key\":new jn(Tt.layout_symbol[\"symbol-sort-key\"]),\"symbol-z-order\":new Nn(Tt.layout_symbol[\"symbol-z-order\"]),\"icon-allow-overlap\":new Nn(Tt.layout_symbol[\"icon-allow-overlap\"]),\"icon-ignore-placement\":new Nn(Tt.layout_symbol[\"icon-ignore-placement\"]),\"icon-optional\":new Nn(Tt.layout_symbol[\"icon-optional\"]),\"icon-rotation-alignment\":new Nn(Tt.layout_symbol[\"icon-rotation-alignment\"]),\"icon-size\":new jn(Tt.layout_symbol[\"icon-size\"]),\"icon-text-fit\":new Nn(Tt.layout_symbol[\"icon-text-fit\"]),\"icon-text-fit-padding\":new Nn(Tt.layout_symbol[\"icon-text-fit-padding\"]),\"icon-image\":new jn(Tt.layout_symbol[\"icon-image\"]),\"icon-rotate\":new jn(Tt.layout_symbol[\"icon-rotate\"]),\"icon-padding\":new Nn(Tt.layout_symbol[\"icon-padding\"]),\"icon-keep-upright\":new Nn(Tt.layout_symbol[\"icon-keep-upright\"]),\"icon-offset\":new jn(Tt.layout_symbol[\"icon-offset\"]),\"icon-anchor\":new jn(Tt.layout_symbol[\"icon-anchor\"]),\"icon-pitch-alignment\":new Nn(Tt.layout_symbol[\"icon-pitch-alignment\"]),\"text-pitch-alignment\":new Nn(Tt.layout_symbol[\"text-pitch-alignment\"]),\"text-rotation-alignment\":new Nn(Tt.layout_symbol[\"text-rotation-alignment\"]),\"text-field\":new jn(Tt.layout_symbol[\"text-field\"]),\"text-font\":new jn(Tt.layout_symbol[\"text-font\"]),\"text-size\":new jn(Tt.layout_symbol[\"text-size\"]),\"text-max-width\":new jn(Tt.layout_symbol[\"text-max-width\"]),\"text-line-height\":new Nn(Tt.layout_symbol[\"text-line-height\"]),\"text-letter-spacing\":new jn(Tt.layout_symbol[\"text-letter-spacing\"]),\"text-justify\":new jn(Tt.layout_symbol[\"text-justify\"]),\"text-radial-offset\":new jn(Tt.layout_symbol[\"text-radial-offset\"]),\"text-variable-anchor\":new Nn(Tt.layout_symbol[\"text-variable-anchor\"]),\"text-anchor\":new jn(Tt.layout_symbol[\"text-anchor\"]),\"text-max-angle\":new Nn(Tt.layout_symbol[\"text-max-angle\"]),\"text-writing-mode\":new Nn(Tt.layout_symbol[\"text-writing-mode\"]),\"text-rotate\":new jn(Tt.layout_symbol[\"text-rotate\"]),\"text-padding\":new Nn(Tt.layout_symbol[\"text-padding\"]),\"text-keep-upright\":new Nn(Tt.layout_symbol[\"text-keep-upright\"]),\"text-transform\":new jn(Tt.layout_symbol[\"text-transform\"]),\"text-offset\":new jn(Tt.layout_symbol[\"text-offset\"]),\"text-allow-overlap\":new Nn(Tt.layout_symbol[\"text-allow-overlap\"]),\"text-ignore-placement\":new Nn(Tt.layout_symbol[\"text-ignore-placement\"]),\"text-optional\":new Nn(Tt.layout_symbol[\"text-optional\"])}),zs={paint:new Hn({\"icon-opacity\":new jn(Tt.paint_symbol[\"icon-opacity\"]),\"icon-color\":new jn(Tt.paint_symbol[\"icon-color\"]),\"icon-halo-color\":new jn(Tt.paint_symbol[\"icon-halo-color\"]),\"icon-halo-width\":new jn(Tt.paint_symbol[\"icon-halo-width\"]),\"icon-halo-blur\":new jn(Tt.paint_symbol[\"icon-halo-blur\"]),\"icon-translate\":new Nn(Tt.paint_symbol[\"icon-translate\"]),\"icon-translate-anchor\":new Nn(Tt.paint_symbol[\"icon-translate-anchor\"]),\"text-opacity\":new jn(Tt.paint_symbol[\"text-opacity\"]),\"text-color\":new jn(Tt.paint_symbol[\"text-color\"],{runtimeType:Ft,getOverride:function(t){return t.textColor},hasOverride:function(t){return!!t.textColor}}),\"text-halo-color\":new jn(Tt.paint_symbol[\"text-halo-color\"]),\"text-halo-width\":new jn(Tt.paint_symbol[\"text-halo-width\"]),\"text-halo-blur\":new jn(Tt.paint_symbol[\"text-halo-blur\"]),\"text-translate\":new Nn(Tt.paint_symbol[\"text-translate\"]),\"text-translate-anchor\":new Nn(Tt.paint_symbol[\"text-translate-anchor\"])}),layout:Os},Is=function(t){this.type=t.property.overrides?t.property.overrides.runtimeType:zt,this.defaultValue=t};Is.prototype.evaluate=function(t){if(t.formattedSection){var e=this.defaultValue.property.overrides;if(e&&e.hasOverride(t.formattedSection))return e.getOverride(t.formattedSection)}return t.feature&&t.featureState?this.defaultValue.evaluate(t.feature,t.featureState):this.defaultValue.property.specification.default},Is.prototype.eachChild=function(t){this.defaultValue.isConstant()||t(this.defaultValue.value._styleExpression.expression)},Is.prototype.possibleOutputs=function(){return[void 0]},Is.prototype.serialize=function(){return null},pn(\"FormatSectionOverride\",Is,{omit:[\"defaultValue\"]});var Ds=function(t){function e(e){t.call(this,e,zs)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.recalculate=function(e){if(t.prototype.recalculate.call(this,e),\"auto\"===this.layout.get(\"icon-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"icon-rotation-alignment\"]=\"map\":this.layout._values[\"icon-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"text-rotation-alignment\"]=\"map\":this.layout._values[\"text-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-pitch-alignment\")&&(this.layout._values[\"text-pitch-alignment\"]=this.layout.get(\"text-rotation-alignment\")),\"auto\"===this.layout.get(\"icon-pitch-alignment\")&&(this.layout._values[\"icon-pitch-alignment\"]=this.layout.get(\"icon-rotation-alignment\")),\"point\"===this.layout.get(\"symbol-placement\")){var r=this.layout.get(\"text-writing-mode\");if(r){for(var n=[],a=0,i=r;a<i.length;a+=1){var o=i[a];n.indexOf(o)<0&&n.push(o)}this.layout._values[\"text-writing-mode\"]=n}else this.layout._values[\"text-writing-mode\"]=[\"horizontal\"]}this._setPaintOverrides()},e.prototype.getValueAndResolveTokens=function(t,e){var r=this.layout.get(t).evaluate(e,{}),n=this._unevaluatedLayout._values[t];return n.isDataDriven()||_r(n.value)?r:function(t,e){return r.replace(/{([^{}]+)}/g,function(e,r){return r in t?String(t[r]):\"\"})}(e.properties)},e.prototype.createBucket=function(t){return new Ps(t)},e.prototype.queryRadius=function(){return 0},e.prototype.queryIntersectsFeature=function(){return!1},e.prototype._setPaintOverrides=function(){for(var t=0,r=zs.paint.overridableProperties;t<r.length;t+=1){var n=r[t];if(e.hasPaintOverride(this.layout,n)){var a,i=this.paint.get(n),o=new Is(i),s=new br(o,i.property.specification);a=\"constant\"===i.value.kind||\"source\"===i.value.kind?new kr(\"source\",s):new Tr(\"composite\",s,i.value.zoomStops,i.value._interpolationType),this.paint._values[n]=new Fn(i.property,a,i.parameters)}}},e.prototype._handleOverridablePaintPropertyUpdate=function(t,r,n){return!(!this.layout||r.isDataDriven()||n.isDataDriven())&&e.hasPaintOverride(this.layout,t)},e.hasPaintOverride=function(t,e){var r=t.get(\"text-field\"),n=zs.paint.properties[e],a=!1,i=function(t){for(var e=0,r=t;e<r.length;e+=1){var i=r[e];if(n.overrides&&n.overrides.hasOverride(i))return void(a=!0)}};if(\"constant\"===r.value.kind&&r.value.value instanceof Jt)i(r.value.value.sections);else if(\"source\"===r.value.kind){var o=function(t){if(!a)if(t instanceof te&&Qt(t.value)===Vt){var e=t.value;i(e.sections)}else t instanceof ae?i(t.sections):t.eachChild(o)},s=r.value;s._styleExpression&&o(s._styleExpression.expression)}return a},e.hasPaintOverrides=function(t){for(var r=0,n=zs.paint.overridableProperties;r<n.length;r+=1){var a=n[r];if(e.hasPaintOverride(t,a))return!0}return!1},e}(Gn),Rs={paint:new Hn({\"background-color\":new Nn(Tt.paint_background[\"background-color\"]),\"background-pattern\":new Un(Tt.paint_background[\"background-pattern\"]),\"background-opacity\":new Nn(Tt.paint_background[\"background-opacity\"])})},Fs=function(t){function e(e){t.call(this,e,Rs)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Gn),Bs={paint:new Hn({\"raster-opacity\":new Nn(Tt.paint_raster[\"raster-opacity\"]),\"raster-hue-rotate\":new Nn(Tt.paint_raster[\"raster-hue-rotate\"]),\"raster-brightness-min\":new Nn(Tt.paint_raster[\"raster-brightness-min\"]),\"raster-brightness-max\":new Nn(Tt.paint_raster[\"raster-brightness-max\"]),\"raster-saturation\":new Nn(Tt.paint_raster[\"raster-saturation\"]),\"raster-contrast\":new Nn(Tt.paint_raster[\"raster-contrast\"]),\"raster-resampling\":new Nn(Tt.paint_raster[\"raster-resampling\"]),\"raster-fade-duration\":new Nn(Tt.paint_raster[\"raster-fade-duration\"])})},Ns=function(t){function e(e){t.call(this,e,Bs)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Gn),js=function(t){function e(e){t.call(this,e,{}),this.implementation=e}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.is3D=function(){return\"3d\"===this.implementation.renderingMode},e.prototype.hasOffscreenPass=function(){return void 0!==this.implementation.prerender},e.prototype.recalculate=function(){},e.prototype.updateTransitions=function(){},e.prototype.hasTransition=function(){},e.prototype.serialize=function(){},e.prototype.onAdd=function(t){this.implementation.onAdd&&this.implementation.onAdd(t,t.painter.context.gl)},e.prototype.onRemove=function(t){this.implementation.onRemove&&this.implementation.onRemove(t,t.painter.context.gl)},e}(Gn),Vs={circle:Ti,heatmap:Ii,hillshade:Ri,fill:ko,\"fill-extrusion\":Vo,line:Qo,symbol:Ds,background:Fs,raster:Ns};function Us(t){for(var e=0,r=0,n=0,a=t;n<a.length;n+=1){var i=a[n];e+=i.w*i.h,r=Math.max(r,i.w)}t.sort(function(t,e){return e.h-t.h});for(var o=[{x:0,y:0,w:Math.max(Math.ceil(Math.sqrt(e/.95)),r),h:1/0}],s=0,l=0,c=0,u=t;c<u.length;c+=1)for(var h=u[c],f=o.length-1;f>=0;f--){var p=o[f];if(!(h.w>p.w||h.h>p.h)){if(h.x=p.x,h.y=p.y,l=Math.max(l,h.y+h.h),s=Math.max(s,h.x+h.w),h.w===p.w&&h.h===p.h){var d=o.pop();f<o.length&&(o[f]=d)}else h.h===p.h?(p.x+=h.w,p.w-=h.w):h.w===p.w?(p.y+=h.h,p.h-=h.h):(o.push({x:p.x+h.w,y:p.y,w:p.w-h.w,h:h.h}),p.y+=h.h,p.h-=h.h);break}}return{w:s,h:l,fill:e/(s*l)||0}}var qs=function(t,e){var r=e.pixelRatio,n=e.version;this.paddedRect=t,this.pixelRatio=r,this.version=n},Hs={tl:{configurable:!0},br:{configurable:!0},tlbr:{configurable:!0},displaySize:{configurable:!0}};Hs.tl.get=function(){return[this.paddedRect.x+1,this.paddedRect.y+1]},Hs.br.get=function(){return[this.paddedRect.x+this.paddedRect.w-1,this.paddedRect.y+this.paddedRect.h-1]},Hs.tlbr.get=function(){return this.tl.concat(this.br)},Hs.displaySize.get=function(){return[(this.paddedRect.w-2)/this.pixelRatio,(this.paddedRect.h-2)/this.pixelRatio]},Object.defineProperties(qs.prototype,Hs);var Gs=function(t,e){var r={},n={};this.haveRenderCallbacks=[];var a=[];this.addImages(t,r,a),this.addImages(e,n,a);var i=Us(a),o=i.w,s=i.h,l=new Pi({width:o||1,height:s||1});for(var c in t){var u=t[c],h=r[c].paddedRect;Pi.copy(u.data,l,{x:0,y:0},{x:h.x+1,y:h.y+1},u.data)}for(var f in e){var p=e[f],d=n[f].paddedRect,g=d.x+1,v=d.y+1,m=p.data.width,y=p.data.height;Pi.copy(p.data,l,{x:0,y:0},{x:g,y:v},p.data),Pi.copy(p.data,l,{x:0,y:y-1},{x:g,y:v-1},{width:m,height:1}),Pi.copy(p.data,l,{x:0,y:0},{x:g,y:v+y},{width:m,height:1}),Pi.copy(p.data,l,{x:m-1,y:0},{x:g-1,y:v},{width:1,height:y}),Pi.copy(p.data,l,{x:0,y:0},{x:g+m,y:v},{width:1,height:y})}this.image=l,this.iconPositions=r,this.patternPositions=n};Gs.prototype.addImages=function(t,e,r){for(var n in t){var a=t[n],i={x:0,y:0,w:a.data.width+2,h:a.data.height+2};r.push(i),e[n]=new qs(i,a),a.hasRenderCallback&&this.haveRenderCallbacks.push(n)}},Gs.prototype.patchUpdatedImages=function(t,e){for(var r in t.dispatchRenderCallbacks(this.haveRenderCallbacks),t.updatedImages)this.patchUpdatedImage(this.iconPositions[r],t.getImage(r),e),this.patchUpdatedImage(this.patternPositions[r],t.getImage(r),e)},Gs.prototype.patchUpdatedImage=function(t,e,r){if(t&&e&&t.version!==e.version){t.version=e.version;var n=t.tl,a=n[0],i=n[1];r.update(e.data,void 0,{x:a,y:i})}},pn(\"ImagePosition\",qs),pn(\"ImageAtlas\",Gs);var Ys=self.HTMLImageElement,Ws=self.HTMLCanvasElement,Xs=self.HTMLVideoElement,Zs=self.ImageData,Js=function(t,e,r,n){this.context=t,this.format=r,this.texture=t.gl.createTexture(),this.update(e,n)};Js.prototype.update=function(t,e,r){var n=t.width,a=t.height,i=!(this.size&&this.size[0]===n&&this.size[1]===a||r),o=this.context,s=o.gl;if(this.useMipmap=Boolean(e&&e.useMipmap),s.bindTexture(s.TEXTURE_2D,this.texture),o.pixelStoreUnpackFlipY.set(!1),o.pixelStoreUnpack.set(1),o.pixelStoreUnpackPremultiplyAlpha.set(this.format===s.RGBA&&(!e||!1!==e.premultiply)),i)this.size=[n,a],t instanceof Ys||t instanceof Ws||t instanceof Xs||t instanceof Zs?s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,s.UNSIGNED_BYTE,t):s.texImage2D(s.TEXTURE_2D,0,this.format,n,a,0,this.format,s.UNSIGNED_BYTE,t.data);else{var l=r||{x:0,y:0},c=l.x,u=l.y;t instanceof Ys||t instanceof Ws||t instanceof Xs||t instanceof Zs?s.texSubImage2D(s.TEXTURE_2D,0,c,u,s.RGBA,s.UNSIGNED_BYTE,t):s.texSubImage2D(s.TEXTURE_2D,0,c,u,n,a,s.RGBA,s.UNSIGNED_BYTE,t.data)}this.useMipmap&&this.isSizePowerOfTwo()&&s.generateMipmap(s.TEXTURE_2D)},Js.prototype.bind=function(t,e,r){var n=this.context.gl;n.bindTexture(n.TEXTURE_2D,this.texture),r!==n.LINEAR_MIPMAP_NEAREST||this.isSizePowerOfTwo()||(r=n.LINEAR),t!==this.filter&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,t),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,r||t),this.filter=t),e!==this.wrap&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,e),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,e),this.wrap=e)},Js.prototype.isSizePowerOfTwo=function(){return this.size[0]===this.size[1]&&Math.log(this.size[0])/Math.LN2%1==0},Js.prototype.destroy=function(){this.context.gl.deleteTexture(this.texture),this.texture=null};var Ks=function(t,e,r,n,a){var i,o,s=8*a-n-1,l=(1<<s)-1,c=l>>1,u=-7,h=r?a-1:0,f=r?-1:1,p=t[e+h];for(h+=f,i=p&(1<<-u)-1,p>>=-u,u+=s;u>0;i=256*i+t[e+h],h+=f,u-=8);for(o=i&(1<<-u)-1,i>>=-u,u+=n;u>0;o=256*o+t[e+h],h+=f,u-=8);if(0===i)i=1-c;else{if(i===l)return o?NaN:1/0*(p?-1:1);o+=Math.pow(2,n),i-=c}return(p?-1:1)*o*Math.pow(2,i-n)},Qs=function(t,e,r,n,a,i){var o,s,l,c=8*i-a-1,u=(1<<c)-1,h=u>>1,f=23===a?Math.pow(2,-24)-Math.pow(2,-77):0,p=n?0:i-1,d=n?1:-1,g=e<0||0===e&&1/e<0?1:0;for(e=Math.abs(e),isNaN(e)||e===1/0?(s=isNaN(e)?1:0,o=u):(o=Math.floor(Math.log(e)/Math.LN2),e*(l=Math.pow(2,-o))<1&&(o--,l*=2),(e+=o+h>=1?f/l:f*Math.pow(2,1-h))*l>=2&&(o++,l/=2),o+h>=u?(s=0,o=u):o+h>=1?(s=(e*l-1)*Math.pow(2,a),o+=h):(s=e*Math.pow(2,h-1)*Math.pow(2,a),o=0));a>=8;t[r+p]=255&s,p+=d,s/=256,a-=8);for(o=o<<a|s,c+=a;c>0;t[r+p]=255&o,p+=d,o/=256,c-=8);t[r+p-d]|=128*g},$s=tl;function tl(t){this.buf=ArrayBuffer.isView&&ArrayBuffer.isView(t)?t:new Uint8Array(t||0),this.pos=0,this.type=0,this.length=this.buf.length}function el(t){return t.type===tl.Bytes?t.readVarint()+t.pos:t.pos+1}function rl(t,e,r){return r?4294967296*e+(t>>>0):4294967296*(e>>>0)+(t>>>0)}function nl(t,e,r){var n=e<=16383?1:e<=2097151?2:e<=268435455?3:Math.floor(Math.log(e)/(7*Math.LN2));r.realloc(n);for(var a=r.pos-1;a>=t;a--)r.buf[a+n]=r.buf[a]}function al(t,e){for(var r=0;r<t.length;r++)e.writeVarint(t[r])}function il(t,e){for(var r=0;r<t.length;r++)e.writeSVarint(t[r])}function ol(t,e){for(var r=0;r<t.length;r++)e.writeFloat(t[r])}function sl(t,e){for(var r=0;r<t.length;r++)e.writeDouble(t[r])}function ll(t,e){for(var r=0;r<t.length;r++)e.writeBoolean(t[r])}function cl(t,e){for(var r=0;r<t.length;r++)e.writeFixed32(t[r])}function ul(t,e){for(var r=0;r<t.length;r++)e.writeSFixed32(t[r])}function hl(t,e){for(var r=0;r<t.length;r++)e.writeFixed64(t[r])}function fl(t,e){for(var r=0;r<t.length;r++)e.writeSFixed64(t[r])}function pl(t,e){return(t[e]|t[e+1]<<8|t[e+2]<<16)+16777216*t[e+3]}function dl(t,e,r){t[r]=e,t[r+1]=e>>>8,t[r+2]=e>>>16,t[r+3]=e>>>24}function gl(t,e){return(t[e]|t[e+1]<<8|t[e+2]<<16)+(t[e+3]<<24)}tl.Varint=0,tl.Fixed64=1,tl.Bytes=2,tl.Fixed32=5,tl.prototype={destroy:function(){this.buf=null},readFields:function(t,e,r){for(r=r||this.length;this.pos<r;){var n=this.readVarint(),a=n>>3,i=this.pos;this.type=7&n,t(a,e,this),this.pos===i&&this.skip(n)}return e},readMessage:function(t,e){return this.readFields(t,e,this.readVarint()+this.pos)},readFixed32:function(){var t=pl(this.buf,this.pos);return this.pos+=4,t},readSFixed32:function(){var t=gl(this.buf,this.pos);return this.pos+=4,t},readFixed64:function(){var t=pl(this.buf,this.pos)+4294967296*pl(this.buf,this.pos+4);return this.pos+=8,t},readSFixed64:function(){var t=pl(this.buf,this.pos)+4294967296*gl(this.buf,this.pos+4);return this.pos+=8,t},readFloat:function(){var t=Ks(this.buf,this.pos,!0,23,4);return this.pos+=4,t},readDouble:function(){var t=Ks(this.buf,this.pos,!0,52,8);return this.pos+=8,t},readVarint:function(t){var e,r,n=this.buf;return e=127&(r=n[this.pos++]),r<128?e:(e|=(127&(r=n[this.pos++]))<<7,r<128?e:(e|=(127&(r=n[this.pos++]))<<14,r<128?e:(e|=(127&(r=n[this.pos++]))<<21,r<128?e:function(t,e,r){var n,a,i=r.buf;if(n=(112&(a=i[r.pos++]))>>4,a<128)return rl(t,n,e);if(n|=(127&(a=i[r.pos++]))<<3,a<128)return rl(t,n,e);if(n|=(127&(a=i[r.pos++]))<<10,a<128)return rl(t,n,e);if(n|=(127&(a=i[r.pos++]))<<17,a<128)return rl(t,n,e);if(n|=(127&(a=i[r.pos++]))<<24,a<128)return rl(t,n,e);if(n|=(1&(a=i[r.pos++]))<<31,a<128)return rl(t,n,e);throw new Error(\"Expected varint not more than 10 bytes\")}(e|=(15&(r=n[this.pos]))<<28,t,this))))},readVarint64:function(){return this.readVarint(!0)},readSVarint:function(){var t=this.readVarint();return t%2==1?(t+1)/-2:t/2},readBoolean:function(){return Boolean(this.readVarint())},readString:function(){var t=this.readVarint()+this.pos,e=function(t,e,r){for(var n=\"\",a=e;a<r;){var i,o,s,l=t[a],c=null,u=l>239?4:l>223?3:l>191?2:1;if(a+u>r)break;1===u?l<128&&(c=l):2===u?128==(192&(i=t[a+1]))&&(c=(31&l)<<6|63&i)<=127&&(c=null):3===u?(i=t[a+1],o=t[a+2],128==(192&i)&&128==(192&o)&&((c=(15&l)<<12|(63&i)<<6|63&o)<=2047||c>=55296&&c<=57343)&&(c=null)):4===u&&(i=t[a+1],o=t[a+2],s=t[a+3],128==(192&i)&&128==(192&o)&&128==(192&s)&&((c=(15&l)<<18|(63&i)<<12|(63&o)<<6|63&s)<=65535||c>=1114112)&&(c=null)),null===c?(c=65533,u=1):c>65535&&(c-=65536,n+=String.fromCharCode(c>>>10&1023|55296),c=56320|1023&c),n+=String.fromCharCode(c),a+=u}return n}(this.buf,this.pos,t);return this.pos=t,e},readBytes:function(){var t=this.readVarint()+this.pos,e=this.buf.subarray(this.pos,t);return this.pos=t,e},readPackedVarint:function(t,e){if(this.type!==tl.Bytes)return t.push(this.readVarint(e));var r=el(this);for(t=t||[];this.pos<r;)t.push(this.readVarint(e));return t},readPackedSVarint:function(t){if(this.type!==tl.Bytes)return t.push(this.readSVarint());var e=el(this);for(t=t||[];this.pos<e;)t.push(this.readSVarint());return t},readPackedBoolean:function(t){if(this.type!==tl.Bytes)return t.push(this.readBoolean());var e=el(this);for(t=t||[];this.pos<e;)t.push(this.readBoolean());return t},readPackedFloat:function(t){if(this.type!==tl.Bytes)return t.push(this.readFloat());var e=el(this);for(t=t||[];this.pos<e;)t.push(this.readFloat());return t},readPackedDouble:function(t){if(this.type!==tl.Bytes)return t.push(this.readDouble());var e=el(this);for(t=t||[];this.pos<e;)t.push(this.readDouble());return t},readPackedFixed32:function(t){if(this.type!==tl.Bytes)return t.push(this.readFixed32());var e=el(this);for(t=t||[];this.pos<e;)t.push(this.readFixed32());return t},readPackedSFixed32:function(t){if(this.type!==tl.Bytes)return t.push(this.readSFixed32());var e=el(this);for(t=t||[];this.pos<e;)t.push(this.readSFixed32());return t},readPackedFixed64:function(t){if(this.type!==tl.Bytes)return t.push(this.readFixed64());var e=el(this);for(t=t||[];this.pos<e;)t.push(this.readFixed64());return t},readPackedSFixed64:function(t){if(this.type!==tl.Bytes)return t.push(this.readSFixed64());var e=el(this);for(t=t||[];this.pos<e;)t.push(this.readSFixed64());return t},skip:function(t){var e=7&t;if(e===tl.Varint)for(;this.buf[this.pos++]>127;);else if(e===tl.Bytes)this.pos=this.readVarint()+this.pos;else if(e===tl.Fixed32)this.pos+=4;else{if(e!==tl.Fixed64)throw new Error(\"Unimplemented type: \"+e);this.pos+=8}},writeTag:function(t,e){this.writeVarint(t<<3|e)},realloc:function(t){for(var e=this.length||16;e<this.pos+t;)e*=2;if(e!==this.length){var r=new Uint8Array(e);r.set(this.buf),this.buf=r,this.length=e}},finish:function(){return this.length=this.pos,this.pos=0,this.buf.subarray(0,this.length)},writeFixed32:function(t){this.realloc(4),dl(this.buf,t,this.pos),this.pos+=4},writeSFixed32:function(t){this.realloc(4),dl(this.buf,t,this.pos),this.pos+=4},writeFixed64:function(t){this.realloc(8),dl(this.buf,-1&t,this.pos),dl(this.buf,Math.floor(t*(1/4294967296)),this.pos+4),this.pos+=8},writeSFixed64:function(t){this.realloc(8),dl(this.buf,-1&t,this.pos),dl(this.buf,Math.floor(t*(1/4294967296)),this.pos+4),this.pos+=8},writeVarint:function(t){(t=+t||0)>268435455||t<0?function(t,e){var r,n;if(t>=0?(r=t%4294967296|0,n=t/4294967296|0):(n=~(-t/4294967296),4294967295^(r=~(-t%4294967296))?r=r+1|0:(r=0,n=n+1|0)),t>=0x10000000000000000||t<-0x10000000000000000)throw new Error(\"Given varint doesn't fit into 10 bytes\");e.realloc(10),function(t,e,r){r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos]=127&t}(r,0,e),function(t,e){var r=(7&t)<<4;e.buf[e.pos++]|=r|((t>>>=3)?128:0),t&&(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),t&&(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),t&&(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),t&&(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),t&&(e.buf[e.pos++]=127&t)))))}(n,e)}(t,this):(this.realloc(4),this.buf[this.pos++]=127&t|(t>127?128:0),t<=127||(this.buf[this.pos++]=127&(t>>>=7)|(t>127?128:0),t<=127||(this.buf[this.pos++]=127&(t>>>=7)|(t>127?128:0),t<=127||(this.buf[this.pos++]=t>>>7&127))))},writeSVarint:function(t){this.writeVarint(t<0?2*-t-1:2*t)},writeBoolean:function(t){this.writeVarint(Boolean(t))},writeString:function(t){t=String(t),this.realloc(4*t.length),this.pos++;var e=this.pos;this.pos=function(t,e,r){for(var n,a,i=0;i<e.length;i++){if((n=e.charCodeAt(i))>55295&&n<57344){if(!a){n>56319||i+1===e.length?(t[r++]=239,t[r++]=191,t[r++]=189):a=n;continue}if(n<56320){t[r++]=239,t[r++]=191,t[r++]=189,a=n;continue}n=a-55296<<10|n-56320|65536,a=null}else a&&(t[r++]=239,t[r++]=191,t[r++]=189,a=null);n<128?t[r++]=n:(n<2048?t[r++]=n>>6|192:(n<65536?t[r++]=n>>12|224:(t[r++]=n>>18|240,t[r++]=n>>12&63|128),t[r++]=n>>6&63|128),t[r++]=63&n|128)}return r}(this.buf,t,this.pos);var r=this.pos-e;r>=128&&nl(e,r,this),this.pos=e-1,this.writeVarint(r),this.pos+=r},writeFloat:function(t){this.realloc(4),Qs(this.buf,t,this.pos,!0,23,4),this.pos+=4},writeDouble:function(t){this.realloc(8),Qs(this.buf,t,this.pos,!0,52,8),this.pos+=8},writeBytes:function(t){var e=t.length;this.writeVarint(e),this.realloc(e);for(var r=0;r<e;r++)this.buf[this.pos++]=t[r]},writeRawMessage:function(t,e){this.pos++;var r=this.pos;t(e,this);var n=this.pos-r;n>=128&&nl(r,n,this),this.pos=r-1,this.writeVarint(n),this.pos+=n},writeMessage:function(t,e,r){this.writeTag(t,tl.Bytes),this.writeRawMessage(e,r)},writePackedVarint:function(t,e){e.length&&this.writeMessage(t,al,e)},writePackedSVarint:function(t,e){e.length&&this.writeMessage(t,il,e)},writePackedBoolean:function(t,e){e.length&&this.writeMessage(t,ll,e)},writePackedFloat:function(t,e){e.length&&this.writeMessage(t,ol,e)},writePackedDouble:function(t,e){e.length&&this.writeMessage(t,sl,e)},writePackedFixed32:function(t,e){e.length&&this.writeMessage(t,cl,e)},writePackedSFixed32:function(t,e){e.length&&this.writeMessage(t,ul,e)},writePackedFixed64:function(t,e){e.length&&this.writeMessage(t,hl,e)},writePackedSFixed64:function(t,e){e.length&&this.writeMessage(t,fl,e)},writeBytesField:function(t,e){this.writeTag(t,tl.Bytes),this.writeBytes(e)},writeFixed32Field:function(t,e){this.writeTag(t,tl.Fixed32),this.writeFixed32(e)},writeSFixed32Field:function(t,e){this.writeTag(t,tl.Fixed32),this.writeSFixed32(e)},writeFixed64Field:function(t,e){this.writeTag(t,tl.Fixed64),this.writeFixed64(e)},writeSFixed64Field:function(t,e){this.writeTag(t,tl.Fixed64),this.writeSFixed64(e)},writeVarintField:function(t,e){this.writeTag(t,tl.Varint),this.writeVarint(e)},writeSVarintField:function(t,e){this.writeTag(t,tl.Varint),this.writeSVarint(e)},writeStringField:function(t,e){this.writeTag(t,tl.Bytes),this.writeString(e)},writeFloatField:function(t,e){this.writeTag(t,tl.Fixed32),this.writeFloat(e)},writeDoubleField:function(t,e){this.writeTag(t,tl.Fixed64),this.writeDouble(e)},writeBooleanField:function(t,e){this.writeVarintField(t,Boolean(e))}};var vl=3;function ml(t,e,r){1===t&&r.readMessage(yl,e)}function yl(t,e,r){if(3===t){var n=r.readMessage(xl,{}),a=n.id,i=n.bitmap,o=n.width,s=n.height,l=n.left,c=n.top,u=n.advance;e.push({id:a,bitmap:new Ci({width:o+2*vl,height:s+2*vl},i),metrics:{width:o,height:s,left:l,top:c,advance:u}})}}function xl(t,e,r){1===t?e.id=r.readVarint():2===t?e.bitmap=r.readBytes():3===t?e.width=r.readVarint():4===t?e.height=r.readVarint():5===t?e.left=r.readSVarint():6===t?e.top=r.readSVarint():7===t&&(e.advance=r.readVarint())}var bl=vl,_l=function(t){var e=this;this._callback=t,this._triggered=!1,\"undefined\"!=typeof MessageChannel&&(this._channel=new MessageChannel,this._channel.port2.onmessage=function(){e._triggered=!1,e._callback()})};_l.prototype.trigger=function(){var t=this;this._triggered||(this._triggered=!0,this._channel?this._channel.port1.postMessage(!0):setTimeout(function(){t._triggered=!1,t._callback()},0))};var wl=function(t,e,r){this.target=t,this.parent=e,this.mapId=r,this.callbacks={},this.tasks={},this.taskQueue=[],this.cancelCallbacks={},v([\"receive\",\"process\"],this),this.invoker=new _l(this.process),this.target.addEventListener(\"message\",this.receive,!1)};function kl(t,e,r){var n=2*Math.PI*6378137/256/Math.pow(2,r);return[t*n-2*Math.PI*6378137/2,e*n-2*Math.PI*6378137/2]}wl.prototype.send=function(t,e,r,n){var a=this,i=Math.round(1e18*Math.random()).toString(36).substring(0,10);r&&(this.callbacks[i]=r);var o=[];return this.target.postMessage({id:i,type:t,hasCallback:!!r,targetMapId:n,sourceMapId:this.mapId,data:gn(e,o)},o),{cancel:function(){r&&delete a.callbacks[i],a.target.postMessage({id:i,type:\"<cancel>\",targetMapId:n,sourceMapId:a.mapId})}}},wl.prototype.receive=function(t){var e=t.data,r=e.id;if(r&&(!e.targetMapId||this.mapId===e.targetMapId))if(\"<cancel>\"===e.type){delete this.tasks[r];var n=this.cancelCallbacks[r];delete this.cancelCallbacks[r],n&&n()}else this.tasks[r]=e,this.taskQueue.push(r),this.invoker.trigger()},wl.prototype.process=function(){var t=this;if(this.taskQueue.length){var e=this.taskQueue.shift(),r=this.tasks[e];if(delete this.tasks[e],this.taskQueue.length&&this.invoker.trigger(),r)if(\"<response>\"===r.type){var n=this.callbacks[e];delete this.callbacks[e],n&&(r.error?n(vn(r.error)):n(null,vn(r.data)))}else{var a=!1,i=r.hasCallback?function(r,n){a=!0,delete t.cancelCallbacks[e];var i=[];t.target.postMessage({id:e,type:\"<response>\",sourceMapId:t.mapId,error:r?gn(r):null,data:gn(n,i)},i)}:function(t){a=!0},o=null,s=vn(r.data);if(this.parent[r.type])o=this.parent[r.type](r.sourceMapId,s,i);else if(this.parent.getWorkerSource){var l=r.type.split(\".\");o=this.parent.getWorkerSource(r.sourceMapId,l[0],s.source)[l[1]](s,i)}else i(new Error(\"Could not find function \"+r.type));!a&&o&&o.cancel&&(this.cancelCallbacks[e]=o.cancel)}}},wl.prototype.remove=function(){this.target.removeEventListener(\"message\",this.receive,!1)};var Tl=function(t,e){t&&(e?this.setSouthWest(t).setNorthEast(e):4===t.length?this.setSouthWest([t[0],t[1]]).setNorthEast([t[2],t[3]]):this.setSouthWest(t[0]).setNorthEast(t[1]))};Tl.prototype.setNorthEast=function(t){return this._ne=t instanceof Ml?new Ml(t.lng,t.lat):Ml.convert(t),this},Tl.prototype.setSouthWest=function(t){return this._sw=t instanceof Ml?new Ml(t.lng,t.lat):Ml.convert(t),this},Tl.prototype.extend=function(t){var e,r,n=this._sw,a=this._ne;if(t instanceof Ml)e=t,r=t;else{if(!(t instanceof Tl))return Array.isArray(t)?t.every(Array.isArray)?this.extend(Tl.convert(t)):this.extend(Ml.convert(t)):this;if(e=t._sw,r=t._ne,!e||!r)return this}return n||a?(n.lng=Math.min(e.lng,n.lng),n.lat=Math.min(e.lat,n.lat),a.lng=Math.max(r.lng,a.lng),a.lat=Math.max(r.lat,a.lat)):(this._sw=new Ml(e.lng,e.lat),this._ne=new Ml(r.lng,r.lat)),this},Tl.prototype.getCenter=function(){return new Ml((this._sw.lng+this._ne.lng)/2,(this._sw.lat+this._ne.lat)/2)},Tl.prototype.getSouthWest=function(){return this._sw},Tl.prototype.getNorthEast=function(){return this._ne},Tl.prototype.getNorthWest=function(){return new Ml(this.getWest(),this.getNorth())},Tl.prototype.getSouthEast=function(){return new Ml(this.getEast(),this.getSouth())},Tl.prototype.getWest=function(){return this._sw.lng},Tl.prototype.getSouth=function(){return this._sw.lat},Tl.prototype.getEast=function(){return this._ne.lng},Tl.prototype.getNorth=function(){return this._ne.lat},Tl.prototype.toArray=function(){return[this._sw.toArray(),this._ne.toArray()]},Tl.prototype.toString=function(){return\"LngLatBounds(\"+this._sw.toString()+\", \"+this._ne.toString()+\")\"},Tl.prototype.isEmpty=function(){return!(this._sw&&this._ne)},Tl.convert=function(t){return!t||t instanceof Tl?t:new Tl(t)};var Ml=function(t,e){if(isNaN(t)||isNaN(e))throw new Error(\"Invalid LngLat object: (\"+t+\", \"+e+\")\");if(this.lng=+t,this.lat=+e,this.lat>90||this.lat<-90)throw new Error(\"Invalid LngLat latitude value: must be between -90 and 90\")};Ml.prototype.wrap=function(){return new Ml(u(this.lng,-180,180),this.lat)},Ml.prototype.toArray=function(){return[this.lng,this.lat]},Ml.prototype.toString=function(){return\"LngLat(\"+this.lng+\", \"+this.lat+\")\"},Ml.prototype.toBounds=function(t){void 0===t&&(t=0);var e=360*t/40075017,r=e/Math.cos(Math.PI/180*this.lat);return new Tl(new Ml(this.lng-r,this.lat-e),new Ml(this.lng+r,this.lat+e))},Ml.convert=function(t){if(t instanceof Ml)return t;if(Array.isArray(t)&&(2===t.length||3===t.length))return new Ml(Number(t[0]),Number(t[1]));if(!Array.isArray(t)&&\"object\"==typeof t&&null!==t)return new Ml(Number(\"lng\"in t?t.lng:t.lon),Number(t.lat));throw new Error(\"`LngLatLike` argument must be specified as a LngLat instance, an object {lng: <lng>, lat: <lat>}, an object {lon: <lng>, lat: <lat>}, or an array of [<lng>, <lat>]\")};var Al=2*Math.PI*6378137;function Sl(t){return Al*Math.cos(t*Math.PI/180)}function El(t){return(180+t)/360}function Ll(t){return(180-180/Math.PI*Math.log(Math.tan(Math.PI/4+t*Math.PI/360)))/360}function Cl(t,e){return t/Sl(e)}function Pl(t){var e=180-360*t;return 360/Math.PI*Math.atan(Math.exp(e*Math.PI/180))-90}var Ol=function(t,e,r){void 0===r&&(r=0),this.x=+t,this.y=+e,this.z=+r};Ol.fromLngLat=function(t,e){void 0===e&&(e=0);var r=Ml.convert(t);return new Ol(El(r.lng),Ll(r.lat),Cl(e,r.lat))},Ol.prototype.toLngLat=function(){return new Ml(360*this.x-180,Pl(this.y))},Ol.prototype.toAltitude=function(){return this.z*Sl(Pl(this.y))},Ol.prototype.meterInMercatorCoordinateUnits=function(){return 1/Al*(t=Pl(this.y),1/Math.cos(t*Math.PI/180));var t};var zl=function(t,e,r){this.z=t,this.x=e,this.y=r,this.key=Rl(0,t,e,r)};zl.prototype.equals=function(t){return this.z===t.z&&this.x===t.x&&this.y===t.y},zl.prototype.url=function(t,e){var r,n,a,i,o,s=(r=this.x,n=this.y,a=this.z,i=kl(256*r,256*(n=Math.pow(2,a)-n-1),a),o=kl(256*(r+1),256*(n+1),a),i[0]+\",\"+i[1]+\",\"+o[0]+\",\"+o[1]),l=function(t,e,r){for(var n,a=\"\",i=t;i>0;i--)a+=(e&(n=1<<i-1)?1:0)+(r&n?2:0);return a}(this.z,this.x,this.y);return t[(this.x+this.y)%t.length].replace(\"{prefix}\",(this.x%16).toString(16)+(this.y%16).toString(16)).replace(\"{z}\",String(this.z)).replace(\"{x}\",String(this.x)).replace(\"{y}\",String(\"tms\"===e?Math.pow(2,this.z)-this.y-1:this.y)).replace(\"{quadkey}\",l).replace(\"{bbox-epsg-3857}\",s)},zl.prototype.getTilePoint=function(t){var e=Math.pow(2,this.z);return new a((t.x*e-this.x)*ti,(t.y*e-this.y)*ti)};var Il=function(t,e){this.wrap=t,this.canonical=e,this.key=Rl(t,e.z,e.x,e.y)},Dl=function(t,e,r,n,a){this.overscaledZ=t,this.wrap=e,this.canonical=new zl(r,+n,+a),this.key=Rl(e,t,n,a)};function Rl(t,e,r,n){(t*=2)<0&&(t=-1*t-1);var a=1<<e;return 32*(a*a*t+a*n+r)+e}Dl.prototype.equals=function(t){return this.overscaledZ===t.overscaledZ&&this.wrap===t.wrap&&this.canonical.equals(t.canonical)},Dl.prototype.scaledTo=function(t){var e=this.canonical.z-t;return t>this.canonical.z?new Dl(t,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y):new Dl(t,this.wrap,t,this.canonical.x>>e,this.canonical.y>>e)},Dl.prototype.isChildOf=function(t){if(t.wrap!==this.wrap)return!1;var e=this.canonical.z-t.canonical.z;return 0===t.overscaledZ||t.overscaledZ<this.overscaledZ&&t.canonical.x===this.canonical.x>>e&&t.canonical.y===this.canonical.y>>e},Dl.prototype.children=function(t){if(this.overscaledZ>=t)return[new Dl(this.overscaledZ+1,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y)];var e=this.canonical.z+1,r=2*this.canonical.x,n=2*this.canonical.y;return[new Dl(e,this.wrap,e,r,n),new Dl(e,this.wrap,e,r+1,n),new Dl(e,this.wrap,e,r,n+1),new Dl(e,this.wrap,e,r+1,n+1)]},Dl.prototype.isLessThan=function(t){return this.wrap<t.wrap||!(this.wrap>t.wrap)&&(this.overscaledZ<t.overscaledZ||!(this.overscaledZ>t.overscaledZ)&&(this.canonical.x<t.canonical.x||!(this.canonical.x>t.canonical.x)&&this.canonical.y<t.canonical.y))},Dl.prototype.wrapped=function(){return new Dl(this.overscaledZ,0,this.canonical.z,this.canonical.x,this.canonical.y)},Dl.prototype.unwrapTo=function(t){return new Dl(this.overscaledZ,t,this.canonical.z,this.canonical.x,this.canonical.y)},Dl.prototype.overscaleFactor=function(){return Math.pow(2,this.overscaledZ-this.canonical.z)},Dl.prototype.toUnwrapped=function(){return new Il(this.wrap,this.canonical)},Dl.prototype.toString=function(){return this.overscaledZ+\"/\"+this.canonical.x+\"/\"+this.canonical.y},Dl.prototype.getTilePoint=function(t){return this.canonical.getTilePoint(new Ol(t.x-this.wrap,t.y))},pn(\"CanonicalTileID\",zl),pn(\"OverscaledTileID\",Dl,{omit:[\"posMatrix\"]});var Fl=function(t,e,r){if(this.uid=t,e.height!==e.width)throw new RangeError(\"DEM tiles must be square\");if(r&&\"mapbox\"!==r&&\"terrarium\"!==r)return w('\"'+r+'\" is not a valid encoding type. Valid types include \"mapbox\" and \"terrarium\".');var n=this.dim=e.height;this.stride=this.dim+2,this.data=new Int32Array(this.stride*this.stride);for(var a=e.data,i=\"terrarium\"===r?this._unpackTerrarium:this._unpackMapbox,o=0;o<n;o++)for(var s=0;s<n;s++){var l=4*(o*n+s);this.set(s,o,i(a[l],a[l+1],a[l+2]))}for(var c=0;c<n;c++)this.set(-1,c,this.get(0,c)),this.set(n,c,this.get(n-1,c)),this.set(c,-1,this.get(c,0)),this.set(c,n,this.get(c,n-1));this.set(-1,-1,this.get(0,0)),this.set(n,-1,this.get(n-1,0)),this.set(-1,n,this.get(0,n-1)),this.set(n,n,this.get(n-1,n-1))};Fl.prototype.set=function(t,e,r){this.data[this._idx(t,e)]=r+65536},Fl.prototype.get=function(t,e){return this.data[this._idx(t,e)]-65536},Fl.prototype._idx=function(t,e){if(t<-1||t>=this.dim+1||e<-1||e>=this.dim+1)throw new RangeError(\"out of range source coordinates for DEM data\");return(e+1)*this.stride+(t+1)},Fl.prototype._unpackMapbox=function(t,e,r){return(256*t*256+256*e+r)/10-1e4},Fl.prototype._unpackTerrarium=function(t,e,r){return 256*t+e+r/256-32768},Fl.prototype.getPixels=function(){return new Pi({width:this.stride,height:this.stride},new Uint8Array(this.data.buffer))},Fl.prototype.backfillBorder=function(t,e,r){if(this.dim!==t.dim)throw new Error(\"dem dimension mismatch\");var n=e*this.dim,a=e*this.dim+this.dim,i=r*this.dim,o=r*this.dim+this.dim;switch(e){case-1:n=a-1;break;case 1:a=n+1}switch(r){case-1:i=o-1;break;case 1:o=i+1}for(var s=-e*this.dim,l=-r*this.dim,c=i;c<o;c++)for(var u=n;u<a;u++)this.set(u,c,t.get(u+s,c+l))},pn(\"DEMData\",Fl);var Bl=Zn([{name:\"a_pos\",type:\"Int16\",components:2},{name:\"a_texture_pos\",type:\"Int16\",components:2}]),Nl=function(t){this._stringToNumber={},this._numberToString=[];for(var e=0;e<t.length;e++){var r=t[e];this._stringToNumber[r]=e,this._numberToString[e]=r}};Nl.prototype.encode=function(t){return this._stringToNumber[t]},Nl.prototype.decode=function(t){return this._numberToString[t]};var jl=function(t,e,r,n){this.type=\"Feature\",this._vectorTileFeature=t,t._z=e,t._x=r,t._y=n,this.properties=t.properties,null!=t.id&&(this.id=t.id)},Vl={geometry:{configurable:!0}};Vl.geometry.get=function(){return void 0===this._geometry&&(this._geometry=this._vectorTileFeature.toGeoJSON(this._vectorTileFeature._x,this._vectorTileFeature._y,this._vectorTileFeature._z).geometry),this._geometry},Vl.geometry.set=function(t){this._geometry=t},jl.prototype.toJSON=function(){var t={geometry:this.geometry};for(var e in this)\"_geometry\"!==e&&\"_vectorTileFeature\"!==e&&(t[e]=this[e]);return t},Object.defineProperties(jl.prototype,Vl);var Ul=function(){this.state={},this.stateChanges={},this.deletedStates={}};Ul.prototype.updateState=function(t,e,r){var n=String(e);if(this.stateChanges[t]=this.stateChanges[t]||{},this.stateChanges[t][n]=this.stateChanges[t][n]||{},h(this.stateChanges[t][n],r),null===this.deletedStates[t])for(var a in this.deletedStates[t]={},this.state[t])a!==n&&(this.deletedStates[t][a]=null);else if(this.deletedStates[t]&&null===this.deletedStates[t][n])for(var i in this.deletedStates[t][n]={},this.state[t][n])r[i]||(this.deletedStates[t][n][i]=null);else for(var o in r)this.deletedStates[t]&&this.deletedStates[t][n]&&null===this.deletedStates[t][n][o]&&delete this.deletedStates[t][n][o]},Ul.prototype.removeFeatureState=function(t,e,r){if(null!==this.deletedStates[t]){var n=String(e);if(this.deletedStates[t]=this.deletedStates[t]||{},r&&void 0!==e&&e>=0)null!==this.deletedStates[t][n]&&(this.deletedStates[t][n]=this.deletedStates[t][n]||{},this.deletedStates[t][n][r]=null);else if(void 0!==e&&e>=0)if(this.stateChanges[t]&&this.stateChanges[t][n])for(r in this.deletedStates[t][n]={},this.stateChanges[t][n])this.deletedStates[t][n][r]=null;else this.deletedStates[t][n]=null;else this.deletedStates[t]=null}},Ul.prototype.getState=function(t,e){var r=String(e),n=this.state[t]||{},a=this.stateChanges[t]||{},i=h({},n[r],a[r]);if(null===this.deletedStates[t])return{};if(this.deletedStates[t]){var o=this.deletedStates[t][e];if(null===o)return{};for(var s in o)delete i[s]}return i},Ul.prototype.initializeTileState=function(t,e){t.setFeatureState(this.state,e)},Ul.prototype.coalesceChanges=function(t,e){var r={};for(var n in this.stateChanges){this.state[n]=this.state[n]||{};var a={};for(var i in this.stateChanges[n])this.state[n][i]||(this.state[n][i]={}),h(this.state[n][i],this.stateChanges[n][i]),a[i]=this.state[n][i];r[n]=a}for(var o in this.deletedStates){this.state[o]=this.state[o]||{};var s={};if(null===this.deletedStates[o])for(var l in this.state[o])s[l]={},this.state[o][l]={};else for(var c in this.deletedStates[o]){if(null===this.deletedStates[o][c])this.state[o][c]={};else for(var u=0,f=Object.keys(this.deletedStates[o][c]);u<f.length;u+=1){var p=f[u];delete this.state[o][c][p]}s[c]=this.state[o][c]}r[o]=r[o]||{},h(r[o],s)}if(this.stateChanges={},this.deletedStates={},0!==Object.keys(r).length)for(var d in t)t[d].setFeatureState(r,e)};var ql=function(t,e,r){this.tileID=t,this.x=t.canonical.x,this.y=t.canonical.y,this.z=t.canonical.z,this.grid=e||new ln(ti,16,0),this.grid3D=new ln(ti,16,0),this.featureIndexArray=r||new La};function Hl(t){for(var e=1/0,r=1/0,n=-1/0,a=-1/0,i=0,o=t;i<o.length;i+=1){var s=o[i];e=Math.min(e,s.x),r=Math.min(r,s.y),n=Math.max(n,s.x),a=Math.max(a,s.y)}return{minX:e,minY:r,maxX:n,maxY:a}}function Gl(t,e){return e-t}ql.prototype.insert=function(t,e,r,n,a,i){var o=this.featureIndexArray.length;this.featureIndexArray.emplaceBack(r,n,a);for(var s=i?this.grid3D:this.grid,l=0;l<e.length;l++){for(var c=e[l],u=[1/0,1/0,-1/0,-1/0],h=0;h<c.length;h++){var f=c[h];u[0]=Math.min(u[0],f.x),u[1]=Math.min(u[1],f.y),u[2]=Math.max(u[2],f.x),u[3]=Math.max(u[3],f.y)}u[0]<ti&&u[1]<ti&&u[2]>=0&&u[3]>=0&&s.insert(o,u[0],u[1],u[2],u[3])}},ql.prototype.loadVTLayers=function(){return this.vtLayers||(this.vtLayers=new zo.VectorTile(new $s(this.rawTileData)).layers,this.sourceLayerCoder=new Nl(this.vtLayers?Object.keys(this.vtLayers).sort():[\"_geojsonTileLayer\"])),this.vtLayers},ql.prototype.query=function(t,e,r){var n=this;this.loadVTLayers();for(var i=t.params||{},o=ti/t.tileSize/t.scale,s=Dr(i.filter),l=t.queryGeometry,c=t.queryPadding*o,u=Hl(l),h=this.grid.query(u.minX-c,u.minY-c,u.maxX+c,u.maxY+c),f=Hl(t.cameraQueryGeometry),p=0,d=this.grid3D.query(f.minX-c,f.minY-c,f.maxX+c,f.maxY+c,function(e,r,n,i){return function(t,e,r,n,i){for(var o=0,s=t;o<s.length;o+=1){var l=s[o];if(e<=l.x&&r<=l.y&&n>=l.x&&i>=l.y)return!0}var c=[new a(e,r),new a(e,i),new a(n,i),new a(n,r)];if(t.length>2)for(var u=0,h=c;u<h.length;u+=1)if(di(t,h[u]))return!0;for(var f=0;f<t.length-1;f++)if(gi(t[f],t[f+1],c))return!0;return!1}(t.cameraQueryGeometry,e-c,r-c,n+c,i+c)});p<d.length;p+=1){var g=d[p];h.push(g)}h.sort(Gl);for(var v,m={},y=function(a){var c=h[a];if(c!==v){v=c;var u=n.featureIndexArray.get(c),f=null;n.loadMatchingFeature(m,u.bucketIndex,u.sourceLayerIndex,u.featureIndex,s,i.layers,e,function(e,a){f||(f=ri(e));var i={};return e.id&&(i=r.getState(a.sourceLayer||\"_geojsonTileLayer\",e.id)),a.queryIntersectsFeature(l,e,i,f,n.z,t.transform,o,t.pixelPosMatrix)})}},x=0;x<h.length;x++)y(x);return m},ql.prototype.loadMatchingFeature=function(t,e,r,n,a,i,o,s){var l=this.bucketLayerIDs[e];if(!i||function(t,e){for(var r=0;r<t.length;r++)if(e.indexOf(t[r])>=0)return!0;return!1}(i,l)){var c=this.sourceLayerCoder.decode(r),u=this.vtLayers[c].feature(n);if(a(new Cn(this.tileID.overscaledZ),u))for(var h=0;h<l.length;h++){var f=l[h];if(!(i&&i.indexOf(f)<0)){var p=o[f];if(p){var d=!s||s(u,p);if(d){var g=new jl(u,this.z,this.x,this.y);g.layer=p.serialize();var v=t[f];void 0===v&&(v=t[f]=[]),v.push({featureIndex:n,feature:g,intersectionZ:d})}}}}}},ql.prototype.lookupSymbolFeatures=function(t,e,r,n,a,i){var o={};this.loadVTLayers();for(var s=Dr(n),l=0,c=t;l<c.length;l+=1){var u=c[l];this.loadMatchingFeature(o,e,r,u,s,a,i)}return o},ql.prototype.hasLayer=function(t){for(var e=0,r=this.bucketLayerIDs;e<r.length;e+=1)for(var n=0,a=r[e];n<a.length;n+=1)if(t===a[n])return!0;return!1},pn(\"FeatureIndex\",ql,{omit:[\"rawTileData\",\"sourceLayerCoder\"]});var Yl=function(t,e){this.tileID=t,this.uid=p(),this.uses=0,this.tileSize=e,this.buckets={},this.expirationTime=null,this.queryPadding=0,this.hasSymbolBuckets=!1,this.expiredRequestCount=0,this.state=\"loading\"};function Wl(t,e,r,n,a){if(void 0===e.segment)return!0;for(var i=e,o=e.segment+1,s=0;s>-r/2;){if(--o<0)return!1;s-=t[o].dist(i),i=t[o]}s+=t[o].dist(t[o+1]),o++;for(var l=[],c=0;s<r/2;){var u=t[o-1],h=t[o],f=t[o+1];if(!f)return!1;var p=u.angleTo(h)-h.angleTo(f);for(p=Math.abs((p+3*Math.PI)%(2*Math.PI)-Math.PI),l.push({distance:s,angleDelta:p}),c+=p;s-l[0].distance>n;)c-=l.shift().angleDelta;if(c>a)return!1;o++,s+=h.dist(f)}return!0}function Xl(t){for(var e=0,r=0;r<t.length-1;r++)e+=t[r].dist(t[r+1]);return e}function Zl(t,e,r){return t?.6*e*r:0}function Jl(t,e){return Math.max(t?t.right-t.left:0,e?e.right-e.left:0)}function Kl(t,e,r,n,a,i){for(var o=Zl(r,a,i),s=Jl(r,n)*i,l=0,c=Xl(t)/2,u=0;u<t.length-1;u++){var h=t[u],f=t[u+1],p=h.dist(f);if(l+p>c){var d=(c-l)/p,g=ye(h.x,f.x,d),v=ye(h.y,f.y,d),m=new xs(g,v,f.angleTo(h),u);return m._round(),!o||Wl(t,m,s,o,e)?m:void 0}l+=p}}function Ql(t,e,r,n,a,i,o,s,l){var c=Zl(n,i,o),u=Jl(n,a),h=u*o,f=0===t[0].x||t[0].x===l||0===t[0].y||t[0].y===l;return e-h<e/4&&(e=h+e/4),function t(e,r,n,a,i,o,s,l,c){for(var u=o/2,h=Xl(e),f=0,p=r-n,d=[],g=0;g<e.length-1;g++){for(var v=e[g],m=e[g+1],y=v.dist(m),x=m.angleTo(v);p+n<f+y;){var b=((p+=n)-f)/y,_=ye(v.x,m.x,b),w=ye(v.y,m.y,b);if(_>=0&&_<c&&w>=0&&w<c&&p-u>=0&&p+u<=h){var k=new xs(_,w,x,g);k._round(),a&&!Wl(e,k,o,a,i)||d.push(k)}}f+=y}return l||d.length||s||(d=t(e,f/2,n,a,i,o,s,!0,c)),d}(t,f?e/2*s%e:(u/2+2*i)*o*s%e,e,c,r,h,f,!1,l)}Yl.prototype.registerFadeDuration=function(t){var e=t+this.timeAdded;e<I.now()||this.fadeEndTime&&e<this.fadeEndTime||(this.fadeEndTime=e)},Yl.prototype.wasRequested=function(){return\"errored\"===this.state||\"loaded\"===this.state||\"reloading\"===this.state},Yl.prototype.loadVectorData=function(t,e,r){if(this.hasData()&&this.unloadVectorData(),this.state=\"loaded\",t){for(var n in t.featureIndex&&(this.latestFeatureIndex=t.featureIndex,t.rawTileData?(this.latestRawTileData=t.rawTileData,this.latestFeatureIndex.rawTileData=t.rawTileData):this.latestRawTileData&&(this.latestFeatureIndex.rawTileData=this.latestRawTileData)),this.collisionBoxArray=t.collisionBoxArray,this.buckets=function(t,e){var r={};if(!e)return r;for(var n=function(){var t=i[a],n=t.layerIds.map(function(t){return e.getLayer(t)}).filter(Boolean);if(0!==n.length){t.layers=n,t.stateDependentLayerIds&&(t.stateDependentLayers=t.stateDependentLayerIds.map(function(t){return n.filter(function(e){return e.id===t})[0]}));for(var o=0,s=n;o<s.length;o+=1){var l=s[o];r[l.id]=t}}},a=0,i=t;a<i.length;a+=1)n();return r}(t.buckets,e.style),this.hasSymbolBuckets=!1,this.buckets){var a=this.buckets[n];if(a instanceof Ps){if(this.hasSymbolBuckets=!0,!r)break;a.justReloaded=!0}}for(var i in this.queryPadding=0,this.buckets){var o=this.buckets[i];this.queryPadding=Math.max(this.queryPadding,e.style.getLayer(i).queryRadius(o))}t.imageAtlas&&(this.imageAtlas=t.imageAtlas),t.glyphAtlasImage&&(this.glyphAtlasImage=t.glyphAtlasImage)}else this.collisionBoxArray=new xa},Yl.prototype.unloadVectorData=function(){for(var t in this.buckets)this.buckets[t].destroy();this.buckets={},this.imageAtlasTexture&&this.imageAtlasTexture.destroy(),this.imageAtlas&&(this.imageAtlas=null),this.glyphAtlasTexture&&this.glyphAtlasTexture.destroy(),this.latestFeatureIndex=null,this.state=\"unloaded\"},Yl.prototype.unloadDEMData=function(){this.dem=null,this.neighboringTiles=null,this.state=\"unloaded\"},Yl.prototype.getBucket=function(t){return this.buckets[t.id]},Yl.prototype.upload=function(t){for(var e in this.buckets){var r=this.buckets[e];r.uploadPending()&&r.upload(t)}var n=t.gl;this.imageAtlas&&!this.imageAtlas.uploaded&&(this.imageAtlasTexture=new Js(t,this.imageAtlas.image,n.RGBA),this.imageAtlas.uploaded=!0),this.glyphAtlasImage&&(this.glyphAtlasTexture=new Js(t,this.glyphAtlasImage,n.ALPHA),this.glyphAtlasImage=null)},Yl.prototype.prepare=function(t){this.imageAtlas&&this.imageAtlas.patchUpdatedImages(t,this.imageAtlasTexture)},Yl.prototype.queryRenderedFeatures=function(t,e,r,n,a,i,o,s,l){return this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData?this.latestFeatureIndex.query({queryGeometry:r,cameraQueryGeometry:n,scale:a,tileSize:this.tileSize,pixelPosMatrix:l,transform:o,params:i,queryPadding:this.queryPadding*s},t,e):{}},Yl.prototype.querySourceFeatures=function(t,e){if(this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData){var r=this.latestFeatureIndex.loadVTLayers(),n=e?e.sourceLayer:\"\",a=r._geojsonTileLayer||r[n];if(a)for(var i=Dr(e&&e.filter),o=this.tileID.canonical,s=o.z,l=o.x,c=o.y,u={z:s,x:l,y:c},h=0;h<a.length;h++){var f=a.feature(h);if(i(new Cn(this.tileID.overscaledZ),f)){var p=new jl(f,s,l,c);p.tile=u,t.push(p)}}}},Yl.prototype.clearMask=function(){this.segments&&(this.segments.destroy(),delete this.segments),this.maskedBoundsBuffer&&(this.maskedBoundsBuffer.destroy(),delete this.maskedBoundsBuffer),this.maskedIndexBuffer&&(this.maskedIndexBuffer.destroy(),delete this.maskedIndexBuffer)},Yl.prototype.setMask=function(t,e){if(!o(this.mask,t)&&(this.mask=t,this.clearMask(),!o(t,{0:!0}))){var r=new Qn,n=new pa;this.segments=new Pa,this.segments.prepareSegment(0,r,n);for(var i=Object.keys(t),s=0;s<i.length;s++){var l=t[+i[s]],c=ti>>l.z,u=new a(l.x*c,l.y*c),h=new a(u.x+c,u.y+c),f=this.segments.prepareSegment(4,r,n);r.emplaceBack(u.x,u.y,u.x,u.y),r.emplaceBack(h.x,u.y,h.x,u.y),r.emplaceBack(u.x,h.y,u.x,h.y),r.emplaceBack(h.x,h.y,h.x,h.y);var p=f.vertexLength;n.emplaceBack(p,p+1,p+2),n.emplaceBack(p+1,p+2,p+3),f.vertexLength+=4,f.primitiveLength+=2}this.maskedBoundsBuffer=e.createVertexBuffer(r,Bl.members),this.maskedIndexBuffer=e.createIndexBuffer(n)}},Yl.prototype.hasData=function(){return\"loaded\"===this.state||\"reloading\"===this.state||\"expired\"===this.state},Yl.prototype.patternsLoaded=function(){return this.imageAtlas&&!!Object.keys(this.imageAtlas.patternPositions).length},Yl.prototype.setExpiryData=function(t){var e=this.expirationTime;if(t.cacheControl){var r=M(t.cacheControl);r[\"max-age\"]&&(this.expirationTime=Date.now()+1e3*r[\"max-age\"])}else t.expires&&(this.expirationTime=new Date(t.expires).getTime());if(this.expirationTime){var n=Date.now(),a=!1;if(this.expirationTime>n)a=!1;else if(e)if(this.expirationTime<e)a=!0;else{var i=this.expirationTime-e;i?this.expirationTime=n+Math.max(i,3e4):a=!0}else a=!0;a?(this.expiredRequestCount++,this.state=\"expired\"):this.expiredRequestCount=0}},Yl.prototype.getExpiryTimeout=function(){if(this.expirationTime)return this.expiredRequestCount?1e3*(1<<Math.min(this.expiredRequestCount-1,31)):Math.min(this.expirationTime-(new Date).getTime(),Math.pow(2,31)-1)},Yl.prototype.setFeatureState=function(t,e){if(this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData&&0!==Object.keys(t).length){var r=this.latestFeatureIndex.loadVTLayers();for(var n in this.buckets){var a=this.buckets[n],i=a.layers[0].sourceLayer||\"_geojsonTileLayer\",o=r[i],s=t[i];o&&s&&0!==Object.keys(s).length&&(a.update(s,o,this.imageAtlas&&this.imageAtlas.patternPositions||{}),e&&e.style&&(this.queryPadding=Math.max(this.queryPadding,e.style.getLayer(n).queryRadius(a))))}}},Yl.prototype.holdingForFade=function(){return void 0!==this.symbolFadeHoldUntil},Yl.prototype.symbolFadeFinished=function(){return!this.symbolFadeHoldUntil||this.symbolFadeHoldUntil<I.now()},Yl.prototype.clearFadeHold=function(){this.symbolFadeHoldUntil=void 0},Yl.prototype.setHoldDuration=function(t){this.symbolFadeHoldUntil=I.now()+t};var $l=function(t,e,r,n,i,o,s,l,c,u,h,f){var p=s.top*l-c,d=s.bottom*l+c,g=s.left*l-c,v=s.right*l+c;if(this.boxStartIndex=t.length,u){var m=d-p,y=v-g;m>0&&(m=Math.max(10*l,m),this._addLineCollisionCircles(t,e,r,r.segment,y,m,n,i,o,h))}else{if(f){var x=new a(g,p),b=new a(v,p),_=new a(g,d),w=new a(v,d),k=f*Math.PI/180;x._rotate(k),b._rotate(k),_._rotate(k),w._rotate(k),g=Math.min(x.x,b.x,_.x,w.x),v=Math.max(x.x,b.x,_.x,w.x),p=Math.min(x.y,b.y,_.y,w.y),d=Math.max(x.y,b.y,_.y,w.y)}t.emplaceBack(r.x,r.y,g,p,v,d,n,i,o,0,0)}this.boxEndIndex=t.length};$l.prototype._addLineCollisionCircles=function(t,e,r,n,a,i,o,s,l,c){var u=i/2,h=Math.floor(a/u)||1,f=1+.4*Math.log(c)/Math.LN2,p=Math.floor(h*f/2),d=-i/2,g=r,v=n+1,m=d,y=-a/2,x=y-a/4;do{if(--v<0){if(m>y)return;v=0;break}m-=e[v].dist(g),g=e[v]}while(m>x);for(var b=e[v].dist(e[v+1]),_=-p;_<h+p;_++){var w=_*u,k=y+w;if(w<0&&(k+=w),w>a&&(k+=w-a),!(k<m)){for(;m+b<k;){if(m+=b,++v+1>=e.length)return;b=e[v].dist(e[v+1])}var T=k-m,M=e[v],A=e[v+1].sub(M)._unit()._mult(T)._add(M)._round(),S=Math.abs(k-d)<u?0:.8*(k-d);t.emplaceBack(A.x,A.y,-i/2,-i/2,i/2,i/2,o,s,l,i/2,S)}}};var tc=function(t,e){if(void 0===t&&(t=[]),void 0===e&&(e=ec),this.data=t,this.length=this.data.length,this.compare=e,this.length>0)for(var r=(this.length>>1)-1;r>=0;r--)this._down(r)};function ec(t,e){return t<e?-1:t>e?1:0}function rc(t,e,r){void 0===e&&(e=1),void 0===r&&(r=!1);for(var n=1/0,i=1/0,o=-1/0,s=-1/0,l=t[0],c=0;c<l.length;c++){var u=l[c];(!c||u.x<n)&&(n=u.x),(!c||u.y<i)&&(i=u.y),(!c||u.x>o)&&(o=u.x),(!c||u.y>s)&&(s=u.y)}var h=o-n,f=s-i,p=Math.min(h,f),d=p/2,g=new tc([],nc);if(0===p)return new a(n,i);for(var v=n;v<o;v+=p)for(var m=i;m<s;m+=p)g.push(new ac(v+d,m+d,d,t));for(var y=function(t){for(var e=0,r=0,n=0,a=t[0],i=0,o=a.length,s=o-1;i<o;s=i++){var l=a[i],c=a[s],u=l.x*c.y-c.x*l.y;r+=(l.x+c.x)*u,n+=(l.y+c.y)*u,e+=3*u}return new ac(r/e,n/e,0,t)}(t),x=g.length;g.length;){var b=g.pop();(b.d>y.d||!y.d)&&(y=b,r&&console.log(\"found best %d after %d probes\",Math.round(1e4*b.d)/1e4,x)),b.max-y.d<=e||(d=b.h/2,g.push(new ac(b.p.x-d,b.p.y-d,d,t)),g.push(new ac(b.p.x+d,b.p.y-d,d,t)),g.push(new ac(b.p.x-d,b.p.y+d,d,t)),g.push(new ac(b.p.x+d,b.p.y+d,d,t)),x+=4)}return r&&(console.log(\"num probes: 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_=t.length-3;p=t[_],d=t[_+1],g=t[_+2],(y=0===a?p:d)>=r&&y<=n&&vt(c,p,d,g),_=c.length-3,i&&_>=3&&(c[_]!==c[0]||c[_+1]!==c[1])&&vt(c,c[0],c[1],c[2]),c.length&&e.push(c)}function dt(t){var e=[];return e.size=t.size,e.start=t.start,e.end=t.end,e}function gt(t,e,r,n,a,i){for(var o=0;o<t.length;o++)pt(t[o],e,r,n,a,i,!1)}function vt(t,e,r,n){t.push(e),t.push(r),t.push(n)}function mt(t,e,r,n,a,i){var o=(i-e)/(n-e);return t.push(i),t.push(r+(a-r)*o),t.push(1),o}function yt(t,e,r,n,a,i){var o=(i-r)/(a-r);return t.push(e+(n-e)*o),t.push(i),t.push(1),o}function xt(t,e){for(var r=[],n=0;n<t.length;n++){var a,i=t[n],o=i.type;if(\"Point\"===o||\"MultiPoint\"===o||\"LineString\"===o)a=bt(i.geometry,e);else if(\"MultiLineString\"===o||\"Polygon\"===o){a=[];for(var s=0;s<i.geometry.length;s++)a.push(bt(i.geometry[s],e))}else if(\"MultiPolygon\"===o)for(a=[],s=0;s<i.geometry.length;s++){for(var l=[],c=0;c<i.geometry[s].length;c++)l.push(bt(i.geometry[s][c],e));a.push(l)}r.push(nt(i.id,o,a,i.tags))}return r}function bt(t,e){var r=[];r.size=t.size,void 0!==t.start&&(r.start=t.start,r.end=t.end);for(var n=0;n<t.length;n+=3)r.push(t[n]+e,t[n+1],t[n+2]);return r}function _t(t,e){if(t.transformed)return t;var r,n,a,i=1<<t.z,o=t.x,s=t.y;for(r=0;r<t.features.length;r++){var l=t.features[r],c=l.geometry,u=l.type;if(l.geometry=[],1===u)for(n=0;n<c.length;n+=2)l.geometry.push(wt(c[n],c[n+1],e,i,o,s));else for(n=0;n<c.length;n++){var h=[];for(a=0;a<c[n].length;a+=2)h.push(wt(c[n][a],c[n][a+1],e,i,o,s));l.geometry.push(h)}}return t.transformed=!0,t}function wt(t,e,r,n,a,i){return[Math.round(r*(t*n-a)),Math.round(r*(e*n-i))]}function kt(t,e,r,n,a){for(var i=e===a.maxZoom?0:a.tolerance/((1<<e)*a.extent),o={features:[],numPoints:0,numSimplified:0,numFeatures:0,source:null,x:r,y:n,z:e,transformed:!1,minX:2,minY:1,maxX:-1,maxY:0},s=0;s<t.length;s++){o.numFeatures++,Tt(o,t[s],i,a);var l=t[s].minX,c=t[s].minY,u=t[s].maxX,h=t[s].maxY;l<o.minX&&(o.minX=l),c<o.minY&&(o.minY=c),u>o.maxX&&(o.maxX=u),h>o.maxY&&(o.maxY=h)}return o}function Tt(t,e,r,n){var a=e.geometry,i=e.type,o=[];if(\"Point\"===i||\"MultiPoint\"===i)for(var s=0;s<a.length;s+=3)o.push(a[s]),o.push(a[s+1]),t.numPoints++,t.numSimplified++;else if(\"LineString\"===i)Mt(o,a,t,r,!1,!1);else if(\"MultiLineString\"===i||\"Polygon\"===i)for(s=0;s<a.length;s++)Mt(o,a[s],t,r,\"Polygon\"===i,0===s);else if(\"MultiPolygon\"===i)for(var l=0;l<a.length;l++){var c=a[l];for(s=0;s<c.length;s++)Mt(o,c[s],t,r,!0,0===s)}if(o.length){var u=e.tags||null;if(\"LineString\"===i&&n.lineMetrics){for(var h in u={},e.tags)u[h]=e.tags[h];u.mapbox_clip_start=a.start/a.size,u.mapbox_clip_end=a.end/a.size}var f={geometry:o,type:\"Polygon\"===i||\"MultiPolygon\"===i?3:\"LineString\"===i||\"MultiLineString\"===i?2:1,tags:u};null!==e.id&&(f.id=e.id),t.features.push(f)}}function Mt(t,e,r,n,a,i){var o=n*n;if(n>0&&e.size<(a?o:n))r.numPoints+=e.length/3;else{for(var s=[],l=0;l<e.length;l+=3)(0===n||e[l+2]>o)&&(r.numSimplified++,s.push(e[l]),s.push(e[l+1])),r.numPoints++;a&&function(t,e){for(var r=0,n=0,a=t.length,i=a-2;n<a;i=n,n+=2)r+=(t[n]-t[i])*(t[n+1]+t[i+1]);if(r>0===e)for(n=0,a=t.length;n<a/2;n+=2){var o=t[n],s=t[n+1];t[n]=t[a-2-n],t[n+1]=t[a-1-n],t[a-2-n]=o,t[a-1-n]=s}}(s,i),t.push(s)}}function At(t,e){var r=(e=this.options=function(t,e){for(var r in e)t[r]=e[r];return t}(Object.create(this.options),e)).debug;if(r&&console.time(\"preprocess data\"),e.maxZoom<0||e.maxZoom>24)throw new Error(\"maxZoom should be in the 0-24 range\");if(e.promoteId&&e.generateId)throw new Error(\"promoteId and generateId cannot be used together.\");var n=function(t,e){var r=[];if(\"FeatureCollection\"===t.type)for(var n=0;n<t.features.length;n++)it(r,t.features[n],e,n);else\"Feature\"===t.type?it(r,t,e):it(r,{geometry:t},e);return r}(t,e);this.tiles={},this.tileCoords=[],r&&(console.timeEnd(\"preprocess data\"),console.log(\"index: maxZoom: %d, maxPoints: %d\",e.indexMaxZoom,e.indexMaxPoints),console.time(\"generate tiles\"),this.stats={},this.total=0),(n=function(t,e){var r=e.buffer/e.extent,n=t,a=ht(t,1,-1-r,r,0,-1,2,e),i=ht(t,1,1-r,2+r,0,-1,2,e);return(a||i)&&(n=ht(t,1,-r,1+r,0,-1,2,e)||[],a&&(n=xt(a,1).concat(n)),i&&(n=n.concat(xt(i,-1)))),n}(n,e)).length&&this.splitTile(n,0,0,0),r&&(n.length&&console.log(\"features: %d, points: %d\",this.tiles[0].numFeatures,this.tiles[0].numPoints),console.timeEnd(\"generate tiles\"),console.log(\"tiles generated:\",this.total,JSON.stringify(this.stats)))}function St(t,e,r){return 32*((1<<t)*r+e)+t}function Et(t,e){var r=t.tileID.canonical;if(!this._geoJSONIndex)return e(null,null);var n=this._geoJSONIndex.getTile(r.z,r.x,r.y);if(!n)return e(null,null);var a=new k(n.features),i=E(a);0===i.byteOffset&&i.byteLength===i.buffer.byteLength||(i=new Uint8Array(i)),e(null,{vectorTile:a,rawData:i.buffer})}Y.prototype.load=function(t){var e=this.options,r=e.log,n=e.minZoom,a=e.maxZoom,i=e.nodeSize;r&&console.time(\"total time\");var o=\"prepare \"+t.length+\" points\";r&&console.time(o),this.points=t;for(var s=[],l=0;l<t.length;l++)t[l].geometry&&s.push(X(t[l],l));this.trees[a+1]=new H(s,tt,et,i,Float32Array),r&&console.timeEnd(o);for(var c=a;c>=n;c--){var u=+Date.now();s=this._cluster(s,c),this.trees[c]=new H(s,tt,et,i,Float32Array),r&&console.log(\"z%d: %d clusters in %dms\",c,s.length,+Date.now()-u)}return r&&console.timeEnd(\"total time\"),this},Y.prototype.getClusters=function(t,e){var r=((t[0]+180)%360+360)%360-180,n=Math.max(-90,Math.min(90,t[1])),a=180===t[2]?180:((t[2]+180)%360+360)%360-180,i=Math.max(-90,Math.min(90,t[3]));if(t[2]-t[0]>=360)r=-180,a=180;else if(r>a){var o=this.getClusters([r,n,180,i],e),s=this.getClusters([-180,n,a,i],e);return o.concat(s)}for(var l=this.trees[this._limitZoom(e)],c=[],u=0,h=l.range(K(r),Q(i),K(a),Q(n));u<h.length;u+=1){var f=h[u],p=l.points[f];c.push(p.numPoints?Z(p):this.points[p.index])}return c},Y.prototype.getChildren=function(t){var e=t>>5,r=t%32,n=\"No cluster with the specified id.\",a=this.trees[r];if(!a)throw new Error(n);var i=a.points[e];if(!i)throw new Error(n);for(var o=this.options.radius/(this.options.extent*Math.pow(2,r-1)),s=[],l=0,c=a.within(i.x,i.y,o);l<c.length;l+=1){var u=c[l],h=a.points[u];h.parentId===t&&s.push(h.numPoints?Z(h):this.points[h.index])}if(0===s.length)throw new Error(n);return s},Y.prototype.getLeaves=function(t,e,r){e=e||10,r=r||0;var n=[];return this._appendLeaves(n,t,e,r,0),n},Y.prototype.getTile=function(t,e,r){var n=this.trees[this._limitZoom(t)],a=Math.pow(2,t),i=this.options,o=i.extent,s=i.radius/o,l=(r-s)/a,c=(r+1+s)/a,u={features:[]};return this._addTileFeatures(n.range((e-s)/a,l,(e+1+s)/a,c),n.points,e,r,a,u),0===e&&this._addTileFeatures(n.range(1-s/a,l,1,c),n.points,a,r,a,u),e===a-1&&this._addTileFeatures(n.range(0,l,s/a,c),n.points,-1,r,a,u),u.features.length?u:null},Y.prototype.getClusterExpansionZoom=function(t){for(var e=t%32-1;e<=this.options.maxZoom;){var r=this.getChildren(t);if(e++,1!==r.length)break;t=r[0].properties.cluster_id}return e},Y.prototype._appendLeaves=function(t,e,r,n,a){for(var i=0,o=this.getChildren(e);i<o.length;i+=1){var s=o[i],l=s.properties;if(l&&l.cluster?a+l.point_count<=n?a+=l.point_count:a=this._appendLeaves(t,l.cluster_id,r,n,a):a<n?a++:t.push(s),t.length===r)break}return a},Y.prototype._addTileFeatures=function(t,e,r,n,a,i){for(var o=0,s=t;o<s.length;o+=1){var l=e[s[o]],c={type:1,geometry:[[Math.round(this.options.extent*(l.x*a-r)),Math.round(this.options.extent*(l.y*a-n))]],tags:l.numPoints?J(l):this.points[l.index].properties},u=l.numPoints?l.id:this.points[l.index].id;void 0!==u&&(c.id=u),i.features.push(c)}},Y.prototype._limitZoom=function(t){return Math.max(this.options.minZoom,Math.min(t,this.options.maxZoom+1))},Y.prototype._cluster=function(t,e){for(var r=[],n=this.options,a=n.radius,i=n.extent,o=n.reduce,s=a/(i*Math.pow(2,e)),l=0;l<t.length;l++){var c=t[l];if(!(c.zoom<=e)){c.zoom=e;for(var u=this.trees[e+1],h=u.within(c.x,c.y,s),f=c.numPoints||1,p=c.x*f,d=c.y*f,g=o&&f>1?this._map(c,!0):null,v=(l<<5)+(e+1),m=0,y=h;m<y.length;m+=1){var x=y[m],b=u.points[x];if(!(b.zoom<=e)){b.zoom=e;var _=b.numPoints||1;p+=b.x*_,d+=b.y*_,f+=_,b.parentId=v,o&&(g||(g=this._map(c,!0)),o(g,this._map(b)))}}1===f?r.push(c):(c.parentId=v,r.push(W(p/f,d/f,v,f,g)))}}return r},Y.prototype._map=function(t,e){if(t.numPoints)return e?$({},t.properties):t.properties;var r=this.points[t.index].properties,n=this.options.map(r);return e&&n===r?$({},n):n},At.prototype.options={maxZoom:14,indexMaxZoom:5,indexMaxPoints:1e5,tolerance:3,extent:4096,buffer:64,lineMetrics:!1,promoteId:null,generateId:!1,debug:0},At.prototype.splitTile=function(t,e,r,n,a,i,o){for(var s=[t,e,r,n],l=this.options,c=l.debug;s.length;){n=s.pop(),r=s.pop(),e=s.pop(),t=s.pop();var u=1<<e,h=St(e,r,n),f=this.tiles[h];if(!f&&(c>1&&console.time(\"creation\"),f=this.tiles[h]=kt(t,e,r,n,l),this.tileCoords.push({z:e,x:r,y:n}),c)){c>1&&(console.log(\"tile z%d-%d-%d (features: %d, points: %d, simplified: %d)\",e,r,n,f.numFeatures,f.numPoints,f.numSimplified),console.timeEnd(\"creation\"));var p=\"z\"+e;this.stats[p]=(this.stats[p]||0)+1,this.total++}if(f.source=t,a){if(e===l.maxZoom||e===a)continue;var d=1<<a-e;if(r!==Math.floor(i/d)||n!==Math.floor(o/d))continue}else if(e===l.indexMaxZoom||f.numPoints<=l.indexMaxPoints)continue;if(f.source=null,0!==t.length){c>1&&console.time(\"clipping\");var g,v,m,y,x,b,_=.5*l.buffer/l.extent,w=.5-_,k=.5+_,T=1+_;g=v=m=y=null,x=ht(t,u,r-_,r+k,0,f.minX,f.maxX,l),b=ht(t,u,r+w,r+T,0,f.minX,f.maxX,l),t=null,x&&(g=ht(x,u,n-_,n+k,1,f.minY,f.maxY,l),v=ht(x,u,n+w,n+T,1,f.minY,f.maxY,l),x=null),b&&(m=ht(b,u,n-_,n+k,1,f.minY,f.maxY,l),y=ht(b,u,n+w,n+T,1,f.minY,f.maxY,l),b=null),c>1&&console.timeEnd(\"clipping\"),s.push(g||[],e+1,2*r,2*n),s.push(v||[],e+1,2*r,2*n+1),s.push(m||[],e+1,2*r+1,2*n),s.push(y||[],e+1,2*r+1,2*n+1)}}},At.prototype.getTile=function(t,e,r){var n=this.options,a=n.extent,i=n.debug;if(t<0||t>24)return null;var o=1<<t,s=St(t,e=(e%o+o)%o,r);if(this.tiles[s])return _t(this.tiles[s],a);i>1&&console.log(\"drilling down to z%d-%d-%d\",t,e,r);for(var l,c=t,u=e,h=r;!l&&c>0;)c--,u=Math.floor(u/2),h=Math.floor(h/2),l=this.tiles[St(c,u,h)];return l&&l.source?(i>1&&console.log(\"found parent tile z%d-%d-%d\",c,u,h),i>1&&console.time(\"drilling down\"),this.splitTile(l.source,c,u,h,t,e,r),i>1&&console.timeEnd(\"drilling down\"),this.tiles[s]?_t(this.tiles[s],a):null):null};var Lt=function(e){function r(t,r,n){e.call(this,t,r,Et),n&&(this.loadGeoJSON=n)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadData=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),this._pendingCallback=e,this._pendingLoadDataParams=t,this._state&&\"Idle\"!==this._state?this._state=\"NeedsLoadData\":(this._state=\"Coalescing\",this._loadData())},r.prototype._loadData=function(){var e=this;if(this._pendingCallback&&this._pendingLoadDataParams){var r=this._pendingCallback,n=this._pendingLoadDataParams;delete this._pendingCallback,delete this._pendingLoadDataParams;var a=!!(n&&n.request&&n.request.collectResourceTiming)&&new l.Performance(n.request);this.loadGeoJSON(n,function(i,o){if(i||!o)return r(i);if(\"object\"!=typeof o)return r(new Error(\"Input data given to '\"+n.source+\"' is not a valid GeoJSON object.\"));!function t(e,r){switch(e&&e.type||null){case\"FeatureCollection\":return e.features=e.features.map(y(t,r)),e;case\"GeometryCollection\":return e.geometries=e.geometries.map(y(t,r)),e;case\"Feature\":return e.geometry=t(e.geometry,r),e;case\"Polygon\":case\"MultiPolygon\":return function(t,e){return\"Polygon\"===t.type?t.coordinates=x(t.coordinates,e):\"MultiPolygon\"===t.type&&(t.coordinates=t.coordinates.map(y(x,e))),t}(e,r);default:return e}}(o,!0);try{e._geoJSONIndex=n.cluster?new Y(function(e){var r=e.superclusterOptions,n=e.clusterProperties;if(!n||!r)return r;for(var a={},i={},o={accumulated:null,zoom:0},s={properties:null},l=Object.keys(n),c=0,u=l;c<u.length;c+=1){var h=u[c],f=n[h],p=f[0],d=f[1],g=t.createExpression(d),v=t.createExpression(\"string\"==typeof p?[p,[\"accumulated\"],[\"get\",h]]:p);a[h]=g.value,i[h]=v.value}return r.map=function(t){s.properties=t;for(var e={},r=0,n=l;r<n.length;r+=1){var i=n[r];e[i]=a[i].evaluate(o,s)}return e},r.reduce=function(t,e){s.properties=e;for(var r=0,n=l;r<n.length;r+=1){var a=n[r];o.accumulated=t[a],t[a]=i[a].evaluate(o,s)}},r}(n)).load(o.features):new At(o,n.geojsonVtOptions)}catch(i){return r(i)}e.loaded={};var s={};if(a){var l=a.finish();l&&(s.resourceTiming={},s.resourceTiming[n.source]=JSON.parse(JSON.stringify(l)))}r(null,s)})}},r.prototype.coalesce=function(){\"Coalescing\"===this._state?this._state=\"Idle\":\"NeedsLoadData\"===this._state&&(this._state=\"Coalescing\",this._loadData())},r.prototype.reloadTile=function(t,r){var n=this.loaded,a=t.uid;return n&&n[a]?e.prototype.reloadTile.call(this,t,r):this.loadTile(t,r)},r.prototype.loadGeoJSON=function(e,r){if(e.request)t.getJSON(e.request,r);else{if(\"string\"!=typeof e.data)return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"));try{return r(null,JSON.parse(e.data))}catch(t){return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"))}}},r.prototype.removeSource=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),e()},r.prototype.getClusterExpansionZoom=function(t,e){e(null,this._geoJSONIndex.getClusterExpansionZoom(t.clusterId))},r.prototype.getClusterChildren=function(t,e){e(null,this._geoJSONIndex.getChildren(t.clusterId))},r.prototype.getClusterLeaves=function(t,e){e(null,this._geoJSONIndex.getLeaves(t.clusterId,t.limit,t.offset))},r}(h),Ct=function(e){var r=this;this.self=e,this.actor=new t.Actor(e,this),this.layerIndexes={},this.workerSourceTypes={vector:h,geojson:Lt},this.workerSources={},this.demWorkerSources={},this.self.registerWorkerSource=function(t,e){if(r.workerSourceTypes[t])throw new Error('Worker source with name \"'+t+'\" already registered.');r.workerSourceTypes[t]=e},this.self.registerRTLTextPlugin=function(e){if(t.plugin.isLoaded())throw new Error(\"RTL text plugin already registered.\");t.plugin.applyArabicShaping=e.applyArabicShaping,t.plugin.processBidirectionalText=e.processBidirectionalText,t.plugin.processStyledBidirectionalText=e.processStyledBidirectionalText}};return Ct.prototype.setReferrer=function(t,e){this.referrer=e},Ct.prototype.setLayers=function(t,e,r){this.getLayerIndex(t).replace(e),r()},Ct.prototype.updateLayers=function(t,e,r){this.getLayerIndex(t).update(e.layers,e.removedIds),r()},Ct.prototype.loadTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).loadTile(e,r)},Ct.prototype.loadDEMTile=function(t,e,r){this.getDEMWorkerSource(t,e.source).loadTile(e,r)},Ct.prototype.reloadTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).reloadTile(e,r)},Ct.prototype.abortTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).abortTile(e,r)},Ct.prototype.removeTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).removeTile(e,r)},Ct.prototype.removeDEMTile=function(t,e){this.getDEMWorkerSource(t,e.source).removeTile(e)},Ct.prototype.removeSource=function(t,e,r){if(this.workerSources[t]&&this.workerSources[t][e.type]&&this.workerSources[t][e.type][e.source]){var n=this.workerSources[t][e.type][e.source];delete this.workerSources[t][e.type][e.source],void 0!==n.removeSource?n.removeSource(e,r):r()}},Ct.prototype.loadWorkerSource=function(t,e,r){try{this.self.importScripts(e.url),r()}catch(t){r(t.toString())}},Ct.prototype.loadRTLTextPlugin=function(e,r,n){try{t.plugin.isLoaded()||(this.self.importScripts(r),n(t.plugin.isLoaded()?null:new Error(\"RTL Text Plugin failed to import scripts from \"+r)))}catch(t){n(t.toString())}},Ct.prototype.getLayerIndex=function(t){var e=this.layerIndexes[t];return e||(e=this.layerIndexes[t]=new n),e},Ct.prototype.getWorkerSource=function(t,e,r){var n=this;if(this.workerSources[t]||(this.workerSources[t]={}),this.workerSources[t][e]||(this.workerSources[t][e]={}),!this.workerSources[t][e][r]){var a={send:function(e,r,a){n.actor.send(e,r,a,t)}};this.workerSources[t][e][r]=new this.workerSourceTypes[e](a,this.getLayerIndex(t))}return this.workerSources[t][e][r]},Ct.prototype.getDEMWorkerSource=function(t,e){return this.demWorkerSources[t]||(this.demWorkerSources[t]={}),this.demWorkerSources[t][e]||(this.demWorkerSources[t][e]=new f),this.demWorkerSources[t][e]},Ct.prototype.enforceCacheSizeLimit=function(e,r){t.enforceCacheSizeLimit(r)},\"undefined\"!=typeof WorkerGlobalScope&&void 0!==t.window&&t.window instanceof WorkerGlobalScope&&(t.window.worker=new Ct(t.window)),Ct}),n(0,function(t){var e=t.createCommonjsModule(function(t){function e(t){return!!(\"undefined\"!=typeof window&&\"undefined\"!=typeof document&&Array.prototype&&Array.prototype.every&&Array.prototype.filter&&Array.prototype.forEach&&Array.prototype.indexOf&&Array.prototype.lastIndexOf&&Array.prototype.map&&Array.prototype.some&&Array.prototype.reduce&&Array.prototype.reduceRight&&Array.isArray&&Function.prototype&&Function.prototype.bind&&Object.keys&&Object.create&&Object.getPrototypeOf&&Object.getOwnPropertyNames&&Object.isSealed&&Object.isFrozen&&Object.isExtensible&&Object.getOwnPropertyDescriptor&&Object.defineProperty&&Object.defineProperties&&Object.seal&&Object.freeze&&Object.preventExtensions&&\"JSON\"in window&&\"parse\"in JSON&&\"stringify\"in JSON&&function(){if(!(\"Worker\"in window&&\"Blob\"in window&&\"URL\"in window))return!1;var t,e,r=new Blob([\"\"],{type:\"text/javascript\"}),n=URL.createObjectURL(r);try{e=new Worker(n),t=!0}catch(e){t=!1}return e&&e.terminate(),URL.revokeObjectURL(n),t}()&&\"Uint8ClampedArray\"in window&&ArrayBuffer.isView&&function(t){return void 0===r[t]&&(r[t]=function(t){var r=document.createElement(\"canvas\"),n=Object.create(e.webGLContextAttributes);return n.failIfMajorPerformanceCaveat=t,r.probablySupportsContext?r.probablySupportsContext(\"webgl\",n)||r.probablySupportsContext(\"experimental-webgl\",n):r.supportsContext?r.supportsContext(\"webgl\",n)||r.supportsContext(\"experimental-webgl\",n):r.getContext(\"webgl\",n)||r.getContext(\"experimental-webgl\",n)}(t)),r[t]}(t&&t.failIfMajorPerformanceCaveat))}t.exports?t.exports=e:window&&(window.mapboxgl=window.mapboxgl||{},window.mapboxgl.supported=e);var r={};e.webGLContextAttributes={antialias:!1,alpha:!0,stencil:!0,depth:!0}}),r={create:function(e,r,n){var a=t.window.document.createElement(e);return void 0!==r&&(a.className=r),n&&n.appendChild(a),a},createNS:function(e,r){return t.window.document.createElementNS(e,r)}},n=t.window.document.documentElement.style;function a(t){if(!n)return t[0];for(var e=0;e<t.length;e++)if(t[e]in n)return t[e];return t[0]}var i,o=a([\"userSelect\",\"MozUserSelect\",\"WebkitUserSelect\",\"msUserSelect\"]);r.disableDrag=function(){n&&o&&(i=n[o],n[o]=\"none\")},r.enableDrag=function(){n&&o&&(n[o]=i)};var s=a([\"transform\",\"WebkitTransform\"]);r.setTransform=function(t,e){t.style[s]=e};var l=!1;try{var c=Object.defineProperty({},\"passive\",{get:function(){l=!0}});t.window.addEventListener(\"test\",c,c),t.window.removeEventListener(\"test\",c,c)}catch(t){l=!1}r.addEventListener=function(t,e,r,n){void 0===n&&(n={}),\"passive\"in n&&l?t.addEventListener(e,r,n):t.addEventListener(e,r,n.capture)},r.removeEventListener=function(t,e,r,n){void 0===n&&(n={}),\"passive\"in n&&l?t.removeEventListener(e,r,n):t.removeEventListener(e,r,n.capture)};var u=function(e){e.preventDefault(),e.stopPropagation(),t.window.removeEventListener(\"click\",u,!0)};function h(t){var e=t.userImage;return!!(e&&e.render&&e.render())&&(t.data.replace(new Uint8Array(e.data.buffer)),!0)}r.suppressClick=function(){t.window.addEventListener(\"click\",u,!0),t.window.setTimeout(function(){t.window.removeEventListener(\"click\",u,!0)},0)},r.mousePos=function(e,r){var n=e.getBoundingClientRect(),a=t.window.TouchEvent&&r instanceof t.window.TouchEvent?r.touches[0]:r;return new t.Point(a.clientX-n.left-e.clientLeft,a.clientY-n.top-e.clientTop)},r.touchPos=function(e,r){for(var n=e.getBoundingClientRect(),a=[],i=\"touchend\"===r.type?r.changedTouches:r.touches,o=0;o<i.length;o++)a.push(new t.Point(i[o].clientX-n.left-e.clientLeft,i[o].clientY-n.top-e.clientTop));return a},r.mouseButton=function(e){return void 0!==t.window.InstallTrigger&&2===e.button&&e.ctrlKey&&t.window.navigator.platform.toUpperCase().indexOf(\"MAC\")>=0?0:e.button},r.remove=function(t){t.parentNode&&t.parentNode.removeChild(t)};var f=function(e){function r(){e.call(this),this.images={},this.updatedImages={},this.callbackDispatchedThisFrame={},this.loaded=!1,this.requestors=[],this.patterns={},this.atlasImage=new t.RGBAImage({width:1,height:1}),this.dirty=!0}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.isLoaded=function(){return this.loaded},r.prototype.setLoaded=function(t){if(this.loaded!==t&&(this.loaded=t,t)){for(var e=0,r=this.requestors;e<r.length;e+=1){var n=r[e],a=n.ids,i=n.callback;this._notify(a,i)}this.requestors=[]}},r.prototype.getImage=function(t){return this.images[t]},r.prototype.addImage=function(t,e){this.images[t]=e},r.prototype.updateImage=function(t,e){var r=this.images[t];e.version=r.version+1,this.images[t]=e,this.updatedImages[t]=!0},r.prototype.removeImage=function(t){var e=this.images[t];delete this.images[t],delete this.patterns[t],e.userImage&&e.userImage.onRemove&&e.userImage.onRemove()},r.prototype.listImages=function(){return Object.keys(this.images)},r.prototype.getImages=function(t,e){var r=!0;if(!this.isLoaded())for(var n=0,a=t;n<a.length;n+=1){var i=a[n];this.images[i]||(r=!1)}this.isLoaded()||r?this._notify(t,e):this.requestors.push({ids:t,callback:e})},r.prototype._notify=function(e,r){for(var n={},a=0,i=e;a<i.length;a+=1){var o=i[a];this.images[o]||this.fire(new t.Event(\"styleimagemissing\",{id:o}));var s=this.images[o];s?n[o]={data:s.data.clone(),pixelRatio:s.pixelRatio,sdf:s.sdf,version:s.version,hasRenderCallback:Boolean(s.userImage&&s.userImage.render)}:t.warnOnce('Image \"'+o+'\" could not be loaded. Please make sure you have added the image with map.addImage() or a \"sprite\" property in your style. 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o.resize({width:a||1,height:i||1}),this.patterns){var l=this.patterns[s].bin,c=l.x+1,u=l.y+1,h=this.images[s].data,f=h.width,p=h.height;t.RGBAImage.copy(h,o,{x:0,y:0},{x:c,y:u},{width:f,height:p}),t.RGBAImage.copy(h,o,{x:0,y:p-1},{x:c,y:u-1},{width:f,height:1}),t.RGBAImage.copy(h,o,{x:0,y:0},{x:c,y:u+p},{width:f,height:1}),t.RGBAImage.copy(h,o,{x:f-1,y:0},{x:c-1,y:u},{width:1,height:p}),t.RGBAImage.copy(h,o,{x:0,y:0},{x:c+f,y:u},{width:1,height:p})}this.dirty=!0},r.prototype.beginFrame=function(){this.callbackDispatchedThisFrame={}},r.prototype.dispatchRenderCallbacks=function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e];if(!this.callbackDispatchedThisFrame[n]){this.callbackDispatchedThisFrame[n]=!0;var a=this.images[n];h(a)&&this.updateImage(n,a)}}},r}(t.Evented),p=v,d=v,g=1e20;function v(t,e,r,n,a,i){this.fontSize=t||24,this.buffer=void 0===e?3:e,this.cutoff=n||.25,this.fontFamily=a||\"sans-serif\",this.fontWeight=i||\"normal\",this.radius=r||8;var o=this.size=this.fontSize+2*this.buffer;this.canvas=document.createElement(\"canvas\"),this.canvas.width=this.canvas.height=o,this.ctx=this.canvas.getContext(\"2d\"),this.ctx.font=this.fontWeight+\" \"+this.fontSize+\"px \"+this.fontFamily,this.ctx.textBaseline=\"middle\",this.ctx.fillStyle=\"black\",this.gridOuter=new Float64Array(o*o),this.gridInner=new Float64Array(o*o),this.f=new Float64Array(o),this.d=new Float64Array(o),this.z=new Float64Array(o+1),this.v=new Int16Array(o),this.middle=Math.round(o/2*(navigator.userAgent.indexOf(\"Gecko/\")>=0?1.2:1))}function m(t,e,r,n,a,i,o){for(var s=0;s<e;s++){for(var l=0;l<r;l++)n[l]=t[l*e+s];for(y(n,a,i,o,r),l=0;l<r;l++)t[l*e+s]=a[l]}for(l=0;l<r;l++){for(s=0;s<e;s++)n[s]=t[l*e+s];for(y(n,a,i,o,e),s=0;s<e;s++)t[l*e+s]=Math.sqrt(a[s])}}function y(t,e,r,n,a){r[0]=0,n[0]=-g,n[1]=+g;for(var i=1,o=0;i<a;i++){for(var s=(t[i]+i*i-(t[r[o]]+r[o]*r[o]))/(2*i-2*r[o]);s<=n[o];)o--,s=(t[i]+i*i-(t[r[o]]+r[o]*r[o]))/(2*i-2*r[o]);r[++o]=i,n[o]=s,n[o+1]=+g}for(i=0,o=0;i<a;i++){for(;n[o+1]<i;)o++;e[i]=(i-r[o])*(i-r[o])+t[r[o]]}}v.prototype.draw=function(t){this.ctx.clearRect(0,0,this.size,this.size),this.ctx.fillText(t,this.buffer,this.middle);for(var e=this.ctx.getImageData(0,0,this.size,this.size),r=new Uint8ClampedArray(this.size*this.size),n=0;n<this.size*this.size;n++){var a=e.data[4*n+3]/255;this.gridOuter[n]=1===a?0:0===a?g:Math.pow(Math.max(0,.5-a),2),this.gridInner[n]=1===a?g:0===a?0:Math.pow(Math.max(0,a-.5),2)}for(m(this.gridOuter,this.size,this.size,this.f,this.d,this.v,this.z),m(this.gridInner,this.size,this.size,this.f,this.d,this.v,this.z),n=0;n<this.size*this.size;n++){var i=this.gridOuter[n]-this.gridInner[n];r[n]=Math.max(0,Math.min(255,Math.round(255-255*(i/this.radius+this.cutoff))))}return r},p.default=d;var x=function(t,e){this.requestManager=t,this.localIdeographFontFamily=e,this.entries={}};x.prototype.setURL=function(t){this.url=t},x.prototype.getGlyphs=function(e,r){var n=this,a=[];for(var i in e)for(var o=0,s=e[i];o<s.length;o+=1){var l=s[o];a.push({stack:i,id:l})}t.asyncAll(a,function(t,e){var r=t.stack,a=t.id,i=n.entries[r];i||(i=n.entries[r]={glyphs:{},requests:{}});var o=i.glyphs[a];if(void 0===o){if(o=n._tinySDF(i,r,a))return i.glyphs[a]=o,void e(null,{stack:r,id:a,glyph:o});var s=Math.floor(a/256);if(256*s>65535)e(new Error(\"glyphs > 65535 not supported\"));else{var l=i.requests[s];l||(l=i.requests[s]=[],x.loadGlyphRange(r,s,n.url,n.requestManager,function(t,e){if(e)for(var r in e)n._doesCharSupportLocalGlyph(+r)||(i.glyphs[+r]=e[+r]);for(var a=0,o=l;a<o.length;a+=1)(0,o[a])(t,e);delete i.requests[s]})),l.push(function(t,n){t?e(t):n&&e(null,{stack:r,id:a,glyph:n[a]||null})})}}else e(null,{stack:r,id:a,glyph:o})},function(t,e){if(t)r(t);else if(e){for(var n={},a=0,i=e;a<i.length;a+=1){var o=i[a],s=o.stack,l=o.id,c=o.glyph;(n[s]||(n[s]={}))[l]=c&&{id:c.id,bitmap:c.bitmap.clone(),metrics:c.metrics}}r(null,n)}})},x.prototype._doesCharSupportLocalGlyph=function(e){return!!this.localIdeographFontFamily&&(t.isChar[\"CJK Unified Ideographs\"](e)||t.isChar[\"Hangul Syllables\"](e)||t.isChar.Hiragana(e)||t.isChar.Katakana(e))},x.prototype._tinySDF=function(e,r,n){var a=this.localIdeographFontFamily;if(a&&this._doesCharSupportLocalGlyph(n)){var i=e.tinySDF;if(!i){var o=\"400\";/bold/i.test(r)?o=\"900\":/medium/i.test(r)?o=\"500\":/light/i.test(r)&&(o=\"200\"),i=e.tinySDF=new x.TinySDF(24,3,8,.25,a,o)}return{id:n,bitmap:new t.AlphaImage({width:30,height:30},i.draw(String.fromCharCode(n))),metrics:{width:24,height:24,left:0,top:-8,advance:24}}}},x.loadGlyphRange=function(e,r,n,a,i){var o=256*r,s=o+255,l=a.transformRequest(a.normalizeGlyphsURL(n).replace(\"{fontstack}\",e).replace(\"{range}\",o+\"-\"+s),t.ResourceType.Glyphs);t.getArrayBuffer(l,function(e,r){if(e)i(e);else if(r){for(var n={},a=0,o=t.parseGlyphPBF(r);a<o.length;a+=1){var s=o[a];n[s.id]=s}i(null,n)}})},x.TinySDF=p;var b=function(){this.specification=t.styleSpec.light.position};b.prototype.possiblyEvaluate=function(e,r){return t.sphericalToCartesian(e.expression.evaluate(r))},b.prototype.interpolate=function(e,r,n){return{x:t.number(e.x,r.x,n),y:t.number(e.y,r.y,n),z:t.number(e.z,r.z,n)}};var _=new t.Properties({anchor:new t.DataConstantProperty(t.styleSpec.light.anchor),position:new b,color:new t.DataConstantProperty(t.styleSpec.light.color),intensity:new t.DataConstantProperty(t.styleSpec.light.intensity)}),w=function(e){function r(r){e.call(this),this._transitionable=new t.Transitionable(_),this.setLight(r),this._transitioning=this._transitionable.untransitioned()}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getLight=function(){return this._transitionable.serialize()},r.prototype.setLight=function(e,r){if(void 0===r&&(r={}),!this._validate(t.validateLight,e,r))for(var n in e){var a=e[n];t.endsWith(n,\"-transition\")?this._transitionable.setTransition(n.slice(0,-\"-transition\".length),a):this._transitionable.setValue(n,a)}},r.prototype.updateTransitions=function(t){this._transitioning=this._transitionable.transitioned(t,this._transitioning)},r.prototype.hasTransition=function(){return this._transitioning.hasTransition()},r.prototype.recalculate=function(t){this.properties=this._transitioning.possiblyEvaluate(t)},r.prototype._validate=function(e,r,n){return(!n||!1!==n.validate)&&t.emitValidationErrors(this,e.call(t.validateStyle,t.extend({value:r,style:{glyphs:!0,sprite:!0},styleSpec:t.styleSpec})))},r}(t.Evented),k=function(t,e){this.width=t,this.height=e,this.nextRow=0,this.bytes=4,this.data=new Uint8Array(this.width*this.height*this.bytes),this.positions={}};k.prototype.getDash=function(t,e){var r=t.join(\",\")+String(e);return this.positions[r]||(this.positions[r]=this.addDash(t,e)),this.positions[r]},k.prototype.addDash=function(e,r){var n=r?7:0,a=2*n+1;if(this.nextRow+a>this.height)return t.warnOnce(\"LineAtlas out of space\"),null;for(var i=0,o=0;o<e.length;o++)i+=e[o];for(var s=this.width/i,l=s/2,c=e.length%2==1,u=-n;u<=n;u++)for(var h=this.nextRow+n+u,f=this.width*h,p=c?-e[e.length-1]:0,d=e[0],g=1,v=0;v<this.width;v++){for(;d<v/s;)p=d,d+=e[g],c&&g===e.length-1&&(d+=e[0]),g++;var m=Math.abs(v-p*s),y=Math.abs(v-d*s),x=Math.min(m,y),b=g%2==1,_=void 0;if(r){var w=n?u/n*(l+1):0;if(b){var k=l-Math.abs(w);_=Math.sqrt(x*x+k*k)}else _=l-Math.sqrt(x*x+w*w)}else _=(b?1:-1)*x;this.data[3+4*(f+v)]=Math.max(0,Math.min(255,_+128))}var T={y:(this.nextRow+n+.5)/this.height,height:2*n/this.height,width:i};return this.nextRow+=a,this.dirty=!0,T},k.prototype.bind=function(t){var e=t.gl;this.texture?(e.bindTexture(e.TEXTURE_2D,this.texture),this.dirty&&(this.dirty=!1,e.texSubImage2D(e.TEXTURE_2D,0,0,0,this.width,this.height,e.RGBA,e.UNSIGNED_BYTE,this.data))):(this.texture=e.createTexture(),e.bindTexture(e.TEXTURE_2D,this.texture),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_S,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_T,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,e.LINEAR),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,e.LINEAR),e.texImage2D(e.TEXTURE_2D,0,e.RGBA,this.width,this.height,0,e.RGBA,e.UNSIGNED_BYTE,this.data))};var T=function e(r,n){this.workerPool=r,this.actors=[],this.currentActor=0,this.id=t.uniqueId();for(var a=this.workerPool.acquire(this.id),i=0;i<a.length;i++){var o=a[i],s=new e.Actor(o,n,this.id);s.name=\"Worker \"+i,this.actors.push(s)}};function M(e,r,n){var a=function(a,i){if(a)return n(a);if(i){var o=t.pick(t.extend(i,e),[\"tiles\",\"minzoom\",\"maxzoom\",\"attribution\",\"mapbox_logo\",\"bounds\",\"scheme\",\"tileSize\",\"encoding\"]);i.vector_layers&&(o.vectorLayers=i.vector_layers,o.vectorLayerIds=o.vectorLayers.map(function(t){return t.id})),e.url&&(o.tiles=r.canonicalizeTileset(o,e.url)),n(null,o)}};return e.url?t.getJSON(r.transformRequest(r.normalizeSourceURL(e.url),t.ResourceType.Source),a):t.browser.frame(function(){return a(null,e)})}T.prototype.broadcast=function(e,r,n){n=n||function(){},t.asyncAll(this.actors,function(t,n){t.send(e,r,n)},n)},T.prototype.getActor=function(){return this.currentActor=(this.currentActor+1)%this.actors.length,this.actors[this.currentActor]},T.prototype.remove=function(){this.actors.forEach(function(t){t.remove()}),this.actors=[],this.workerPool.release(this.id)},T.Actor=t.Actor;var A=function(e,r,n){this.bounds=t.LngLatBounds.convert(this.validateBounds(e)),this.minzoom=r||0,this.maxzoom=n||24};A.prototype.validateBounds=function(t){return Array.isArray(t)&&4===t.length?[Math.max(-180,t[0]),Math.max(-90,t[1]),Math.min(180,t[2]),Math.min(90,t[3])]:[-180,-90,180,90]},A.prototype.contains=function(e){var r=Math.pow(2,e.z),n=Math.floor(t.mercatorXfromLng(this.bounds.getWest())*r),a=Math.floor(t.mercatorYfromLat(this.bounds.getNorth())*r),i=Math.ceil(t.mercatorXfromLng(this.bounds.getEast())*r),o=Math.ceil(t.mercatorYfromLat(this.bounds.getSouth())*r);return e.x>=n&&e.x<i&&e.y>=a&&e.y<o};var S=function(e){function r(r,n,a,i){if(e.call(this),this.id=r,this.dispatcher=a,this.type=\"vector\",this.minzoom=0,this.maxzoom=22,this.scheme=\"xyz\",this.tileSize=512,this.reparseOverscaled=!0,this.isTileClipped=!0,this._loaded=!1,t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\"])),this._options=t.extend({type:\"vector\"},n),this._collectResourceTiming=n.collectResourceTiming,512!==this.tileSize)throw new Error(\"vector tile sources must have a tileSize of 512\");this.setEventedParent(i)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new A(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles,e.map._requestManager._customAccessToken),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken,e.map._requestManager._customAccessToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))})},r.prototype.loaded=function(){return this._loaded},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.url,null),a={request:this.map._requestManager.transformRequest(n,t.ResourceType.Tile),uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,tileSize:this.tileSize*e.tileID.overscaleFactor(),type:this.type,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes};function i(n,a){return delete e.request,e.aborted?r(null):n&&404!==n.status?r(n):(a&&a.resourceTiming&&(e.resourceTiming=a.resourceTiming),this.map._refreshExpiredTiles&&a&&e.setExpiryData(a),e.loadVectorData(a,this.map.painter),t.cacheEntryPossiblyAdded(this.dispatcher),r(null),void(e.reloadCallback&&(this.loadTile(e,e.reloadCallback),e.reloadCallback=null)))}a.request.collectResourceTiming=this._collectResourceTiming,e.actor&&\"expired\"!==e.state?\"loading\"===e.state?e.reloadCallback=r:e.request=e.actor.send(\"reloadTile\",a,i.bind(this)):(e.actor=this.dispatcher.getActor(),e.request=e.actor.send(\"loadTile\",a,i.bind(this)))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.actor&&t.actor.send(\"abortTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.unloadTile=function(t){t.unloadVectorData(),t.actor&&t.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.hasTransition=function(){return!1},r}(t.Evented),E=function(e){function r(r,n,a,i){e.call(this),this.id=r,this.dispatcher=a,this.setEventedParent(i),this.type=\"raster\",this.minzoom=0,this.maxzoom=22,this.roundZoom=!0,this.scheme=\"xyz\",this.tileSize=512,this._loaded=!1,this._options=t.extend({type:\"raster\"},n),t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\"]))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new A(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))})},r.prototype.loaded=function(){return this._loaded},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.loadTile=function(e,r){var n=this,a=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.url,this.tileSize);e.request=t.getImage(this.map._requestManager.transformRequest(a,t.ResourceType.Tile),function(a,i){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(a)e.state=\"errored\",r(a);else if(i){n.map._refreshExpiredTiles&&e.setExpiryData(i),delete i.cacheControl,delete i.expires;var o=n.map.painter.context,s=o.gl;e.texture=n.map.painter.getTileTexture(i.width),e.texture?e.texture.update(i,{useMipmap:!0}):(e.texture=new t.Texture(o,i,s.RGBA,{useMipmap:!0}),e.texture.bind(s.LINEAR,s.CLAMP_TO_EDGE,s.LINEAR_MIPMAP_NEAREST),o.extTextureFilterAnisotropic&&s.texParameterf(s.TEXTURE_2D,o.extTextureFilterAnisotropic.TEXTURE_MAX_ANISOTROPY_EXT,o.extTextureFilterAnisotropicMax)),e.state=\"loaded\",t.cacheEntryPossiblyAdded(n.dispatcher),r(null)}})},r.prototype.abortTile=function(t,e){t.request&&(t.request.cancel(),delete t.request),e()},r.prototype.unloadTile=function(t,e){t.texture&&this.map.painter.saveTileTexture(t.texture),e()},r.prototype.hasTransition=function(){return!1},r}(t.Evented),L=function(e){function r(r,n,a,i){e.call(this,r,n,a,i),this.type=\"raster-dem\",this.maxzoom=22,this._options=t.extend({type:\"raster-dem\"},n),this.encoding=n.encoding||\"mapbox\"}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.serialize=function(){return{type:\"raster-dem\",url:this.url,tileSize:this.tileSize,tiles:this.tiles,bounds:this.bounds,encoding:this.encoding}},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.url,this.tileSize);e.request=t.getImage(this.map._requestManager.transformRequest(n,t.ResourceType.Tile),function(n,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(n)e.state=\"errored\",r(n);else if(a){this.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var i=t.browser.getImageData(a),o={uid:e.uid,coord:e.tileID,source:this.id,rawImageData:i,encoding:this.encoding};e.actor&&\"expired\"!==e.state||(e.actor=this.dispatcher.getActor(),e.actor.send(\"loadDEMTile\",o,function(t,n){t&&(e.state=\"errored\",r(t)),n&&(e.dem=n,e.needsHillshadePrepare=!0,e.state=\"loaded\",r(null))}.bind(this)))}}.bind(this)),e.neighboringTiles=this._getNeighboringTiles(e.tileID)},r.prototype._getNeighboringTiles=function(e){var r=e.canonical,n=Math.pow(2,r.z),a=(r.x-1+n)%n,i=0===r.x?e.wrap-1:e.wrap,o=(r.x+1+n)%n,s=r.x+1===n?e.wrap+1:e.wrap,l={};return l[new t.OverscaledTileID(e.overscaledZ,i,r.z,a,r.y).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y).key]={backfilled:!1},r.y>0&&(l[new t.OverscaledTileID(e.overscaledZ,i,r.z,a,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y-1).key]={backfilled:!1}),r.y+1<n&&(l[new t.OverscaledTileID(e.overscaledZ,i,r.z,a,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y+1).key]={backfilled:!1}),l},r.prototype.unloadTile=function(t){t.demTexture&&this.map.painter.saveTileTexture(t.demTexture),t.fbo&&(t.fbo.destroy(),delete t.fbo),t.dem&&delete t.dem,delete t.neighboringTiles,t.state=\"unloaded\",t.actor&&t.actor.send(\"removeDEMTile\",{uid:t.uid,source:this.id})},r}(E),C=function(e){function r(r,n,a,i){e.call(this),this.id=r,this.type=\"geojson\",this.minzoom=0,this.maxzoom=18,this.tileSize=512,this.isTileClipped=!0,this.reparseOverscaled=!0,this._removed=!1,this._loaded=!1,this.actor=a.getActor(),this.setEventedParent(i),this._data=n.data,this._options=t.extend({},n),this._collectResourceTiming=n.collectResourceTiming,this._resourceTiming=[],void 0!==n.maxzoom&&(this.maxzoom=n.maxzoom),n.type&&(this.type=n.type),n.attribution&&(this.attribution=n.attribution);var o=t.EXTENT/this.tileSize;this.workerOptions=t.extend({source:this.id,cluster:n.cluster||!1,geojsonVtOptions:{buffer:(void 0!==n.buffer?n.buffer:128)*o,tolerance:(void 0!==n.tolerance?n.tolerance:.375)*o,extent:t.EXTENT,maxZoom:this.maxzoom,lineMetrics:n.lineMetrics||!1,generateId:n.generateId||!1},superclusterOptions:{maxZoom:void 0!==n.clusterMaxZoom?Math.min(n.clusterMaxZoom,this.maxzoom-1):this.maxzoom-1,extent:t.EXTENT,radius:(n.clusterRadius||50)*o,log:!1},clusterProperties:n.clusterProperties},n.workerOptions)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData(function(r){if(r)e.fire(new t.ErrorEvent(r));else{var n={dataType:\"source\",sourceDataType:\"metadata\"};e._collectResourceTiming&&e._resourceTiming&&e._resourceTiming.length>0&&(n.resourceTiming=e._resourceTiming,e._resourceTiming=[]),e.fire(new t.Event(\"data\",n))}})},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setData=function(e){var r=this;return this._data=e,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData(function(e){if(e)r.fire(new t.ErrorEvent(e));else{var n={dataType:\"source\",sourceDataType:\"content\"};r._collectResourceTiming&&r._resourceTiming&&r._resourceTiming.length>0&&(n.resourceTiming=r._resourceTiming,r._resourceTiming=[]),r.fire(new t.Event(\"data\",n))}}),this},r.prototype.getClusterExpansionZoom=function(t,e){return this.actor.send(\"geojson.getClusterExpansionZoom\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterChildren=function(t,e){return this.actor.send(\"geojson.getClusterChildren\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterLeaves=function(t,e,r,n){return this.actor.send(\"geojson.getClusterLeaves\",{source:this.id,clusterId:t,limit:e,offset:r},n),this},r.prototype._updateWorkerData=function(e){var r=this;this._loaded=!1;var n=t.extend({},this.workerOptions),a=this._data;\"string\"==typeof a?(n.request=this.map._requestManager.transformRequest(t.browser.resolveURL(a),t.ResourceType.Source),n.request.collectResourceTiming=this._collectResourceTiming):n.data=JSON.stringify(a),this.actor.send(this.type+\".loadData\",n,function(t,a){r._removed||a&&a.abandoned||(r._loaded=!0,a&&a.resourceTiming&&a.resourceTiming[r.id]&&(r._resourceTiming=a.resourceTiming[r.id].slice(0)),r.actor.send(r.type+\".coalesce\",{source:n.source},null),e(t))})},r.prototype.loaded=function(){return this._loaded},r.prototype.loadTile=function(e,r){var n=this,a=e.actor?\"reloadTile\":\"loadTile\";e.actor=this.actor;var i={type:this.type,uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,maxZoom:this.maxzoom,tileSize:this.tileSize,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes};e.request=this.actor.send(a,i,function(t,i){return delete e.request,e.unloadVectorData(),e.aborted?r(null):t?r(t):(e.loadVectorData(i,n.map.painter,\"reloadTile\"===a),r(null))})},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.aborted=!0},r.prototype.unloadTile=function(t){t.unloadVectorData(),this.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id})},r.prototype.onRemove=function(){this._removed=!0,this.actor.send(\"removeSource\",{type:this.type,source:this.id})},r.prototype.serialize=function(){return t.extend({},this._options,{type:this.type,data:this._data})},r.prototype.hasTransition=function(){return!1},r}(t.Evented),P=function(e){function r(t,r,n,a){e.call(this),this.id=t,this.dispatcher=n,this.coordinates=r.coordinates,this.type=\"image\",this.minzoom=0,this.maxzoom=22,this.tileSize=512,this.tiles={},this._loaded=!1,this.setEventedParent(a),this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(e,r){var n=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this.url=this.options.url,t.getImage(this.map._requestManager.transformRequest(this.url,t.ResourceType.Image),function(a,i){n._loaded=!0,a?n.fire(new t.ErrorEvent(a)):i&&(n.image=i,e&&(n.coordinates=e),r&&r(),n._finishLoading())})},r.prototype.loaded=function(){return this._loaded},r.prototype.updateImage=function(t){var e=this;return this.image&&t.url?(this.options.url=t.url,this.load(t.coordinates,function(){e.texture=null}),this):this},r.prototype._finishLoading=function(){this.map&&(this.setCoordinates(this.coordinates),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setCoordinates=function(e){var r=this;this.coordinates=e;var n=e.map(t.MercatorCoordinate.fromLngLat);this.tileID=function(e){for(var r=1/0,n=1/0,a=-1/0,i=-1/0,o=0,s=e;o<s.length;o+=1){var l=s[o];r=Math.min(r,l.x),n=Math.min(n,l.y),a=Math.max(a,l.x),i=Math.max(i,l.y)}var c=a-r,u=i-n,h=Math.max(c,u),f=Math.max(0,Math.floor(-Math.log(h)/Math.LN2)),p=Math.pow(2,f);return new t.CanonicalTileID(f,Math.floor((r+a)/2*p),Math.floor((n+i)/2*p))}(n),this.minzoom=this.maxzoom=this.tileID.z;var a=n.map(function(t){return r.tileID.getTilePoint(t)._round()});return this._boundsArray=new t.StructArrayLayout4i8,this._boundsArray.emplaceBack(a[0].x,a[0].y,0,0),this._boundsArray.emplaceBack(a[1].x,a[1].y,t.EXTENT,0),this._boundsArray.emplaceBack(a[3].x,a[3].y,0,t.EXTENT),this._boundsArray.emplaceBack(a[2].x,a[2].y,t.EXTENT,t.EXTENT),this.boundsBuffer&&(this.boundsBuffer.destroy(),delete this.boundsBuffer),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})),this},r.prototype.prepare=function(){if(0!==Object.keys(this.tiles).length&&this.image){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,t.rasterBoundsAttributes.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture||(this.texture=new t.Texture(e,this.image,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var a=this.tiles[n];\"loaded\"!==a.state&&(a.state=\"loaded\",a.texture=this.texture)}}},r.prototype.loadTile=function(t,e){this.tileID&&this.tileID.equals(t.tileID.canonical)?(this.tiles[String(t.tileID.wrap)]=t,t.buckets={},e(null)):(t.state=\"errored\",e(null))},r.prototype.serialize=function(){return{type:\"image\",url:this.options.url,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return!1},r}(t.Evented),O=function(e){function r(t,r,n,a){e.call(this,t,r,n,a),this.roundZoom=!0,this.type=\"video\",this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1;var r=this.options;this.urls=[];for(var n=0,a=r.urls;n<a.length;n+=1){var i=a[n];this.urls.push(this.map._requestManager.transformRequest(i,t.ResourceType.Source).url)}t.getVideo(this.urls,function(r,n){e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(e.video=n,e.video.loop=!0,e.video.addEventListener(\"playing\",function(){e.map.triggerRepaint()}),e.map&&e.video.play(),e._finishLoading())})},r.prototype.pause=function(){this.video&&this.video.pause()},r.prototype.play=function(){this.video&&this.video.play()},r.prototype.seek=function(e){if(this.video){var r=this.video.seekable;e<r.start(0)||e>r.end(0)?this.fire(new t.ErrorEvent(new t.ValidationError(\"Playback for this video can be set only between the \"+r.start(0)+\" and \"+r.end(0)+\"-second mark.\"))):this.video.currentTime=e}},r.prototype.getVideo=function(){return this.video},r.prototype.onAdd=function(t){this.map||(this.map=t,this.load(),this.video&&(this.video.play(),this.setCoordinates(this.coordinates)))},r.prototype.prepare=function(){if(!(0===Object.keys(this.tiles).length||this.video.readyState<2)){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,t.rasterBoundsAttributes.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?this.video.paused||(this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE),r.texSubImage2D(r.TEXTURE_2D,0,0,0,r.RGBA,r.UNSIGNED_BYTE,this.video)):(this.texture=new t.Texture(e,this.video,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var a=this.tiles[n];\"loaded\"!==a.state&&(a.state=\"loaded\",a.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"video\",urls:this.urls,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this.video&&!this.video.paused},r}(P),z=function(e){function r(r,n,a,i){e.call(this,r,n,a,i),n.coordinates?Array.isArray(n.coordinates)&&4===n.coordinates.length&&!n.coordinates.some(function(t){return!Array.isArray(t)||2!==t.length||t.some(function(t){return\"number\"!=typeof t})})||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"coordinates\" property must be an array of 4 longitude/latitude array pairs'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"coordinates\"'))),n.animate&&\"boolean\"!=typeof n.animate&&this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'optional \"animate\" property must be a boolean value'))),n.canvas?\"string\"==typeof n.canvas||n.canvas instanceof t.window.HTMLCanvasElement||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"canvas\" must be either a string representing the ID of the canvas element from which to read, or an HTMLCanvasElement instance'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"canvas\"'))),this.options=n,this.animate=void 0===n.animate||n.animate}return 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e(e){t.call(this,e),this.vao=e.extVertexArrayObject}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){this.vao&&(t!==this.current||this.dirty)&&(this.vao.bindVertexArrayOES(t),this.current=t,this.dirty=!1)},e}(q),yt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return 4},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_ALIGNMENT,t),this.current=t,this.dirty=!1}},e}(q),xt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_PREMULTIPLY_ALPHA_WEBGL,t),this.current=t,this.dirty=!1}},e}(q),bt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_FLIP_Y_WEBGL,t),this.current=t,this.dirty=!1}},e}(q),_t=function(t){function e(e,r){t.call(this,e),this.context=e,this.parent=r}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return null},e}(q),wt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.setDirty=function(){this.dirty=!0},e.prototype.set=function(t){if(t!==this.current||this.dirty){this.context.bindFramebuffer.set(this.parent);var e=this.gl;e.framebufferTexture2D(e.FRAMEBUFFER,e.COLOR_ATTACHMENT0,e.TEXTURE_2D,t,0),this.current=t,this.dirty=!1}},e}(_t),kt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){if(t!==this.current||this.dirty){this.context.bindFramebuffer.set(this.parent);var e=this.gl;e.framebufferRenderbuffer(e.FRAMEBUFFER,e.DEPTH_ATTACHMENT,e.RENDERBUFFER,t),this.current=t,this.dirty=!1}},e}(_t),Tt=function(t,e,r){this.context=t,this.width=e,this.height=r;var n=t.gl,a=this.framebuffer=n.createFramebuffer();this.colorAttachment=new wt(t,a),this.depthAttachment=new kt(t,a)};Tt.prototype.destroy=function(){var t=this.context.gl,e=this.colorAttachment.get();e&&t.deleteTexture(e);var r=this.depthAttachment.get();r&&t.deleteRenderbuffer(r),t.deleteFramebuffer(this.framebuffer)};var Mt=function(t,e,r){this.func=t,this.mask=e,this.range=r};Mt.ReadOnly=!1,Mt.ReadWrite=!0,Mt.disabled=new Mt(519,Mt.ReadOnly,[0,1]);var At=function(t,e,r,n,a,i){this.test=t,this.ref=e,this.mask=r,this.fail=n,this.depthFail=a,this.pass=i};At.disabled=new At({func:519,mask:0},0,0,7680,7680,7680);var St=function(t,e,r){this.blendFunction=t,this.blendColor=e,this.mask=r};St.disabled=new St(St.Replace=[1,0],t.Color.transparent,[!1,!1,!1,!1]),St.unblended=new St(St.Replace,t.Color.transparent,[!0,!0,!0,!0]),St.alphaBlended=new St([1,771],t.Color.transparent,[!0,!0,!0,!0]);var Et=function(t,e,r){this.enable=t,this.mode=e,this.frontFace=r};Et.disabled=new Et(!1,1029,2305),Et.backCCW=new Et(!0,1029,2305);var Lt=function(t){this.gl=t,this.extVertexArrayObject=this.gl.getExtension(\"OES_vertex_array_object\"),this.clearColor=new H(this),this.clearDepth=new G(this),this.clearStencil=new Y(this),this.colorMask=new W(this),this.depthMask=new X(this),this.stencilMask=new Z(this),this.stencilFunc=new J(this),this.stencilOp=new K(this),this.stencilTest=new Q(this),this.depthRange=new $(this),this.depthTest=new tt(this),this.depthFunc=new et(this),this.blend=new rt(this),this.blendFunc=new nt(this),this.blendColor=new at(this),this.blendEquation=new it(this),this.cullFace=new ot(this),this.cullFaceSide=new st(this),this.frontFace=new lt(this),this.program=new ct(this),this.activeTexture=new ut(this),this.viewport=new ht(this),this.bindFramebuffer=new ft(this),this.bindRenderbuffer=new pt(this),this.bindTexture=new dt(this),this.bindVertexBuffer=new gt(this),this.bindElementBuffer=new vt(this),this.bindVertexArrayOES=this.extVertexArrayObject&&new mt(this),this.pixelStoreUnpack=new yt(this),this.pixelStoreUnpackPremultiplyAlpha=new xt(this),this.pixelStoreUnpackFlipY=new bt(this),this.extTextureFilterAnisotropic=t.getExtension(\"EXT_texture_filter_anisotropic\")||t.getExtension(\"MOZ_EXT_texture_filter_anisotropic\")||t.getExtension(\"WEBKIT_EXT_texture_filter_anisotropic\"),this.extTextureFilterAnisotropic&&(this.extTextureFilterAnisotropicMax=t.getParameter(this.extTextureFilterAnisotropic.MAX_TEXTURE_MAX_ANISOTROPY_EXT)),this.extTextureHalfFloat=t.getExtension(\"OES_texture_half_float\"),this.extTextureHalfFloat&&t.getExtension(\"OES_texture_half_float_linear\")};Lt.prototype.setDefault=function(){this.unbindVAO(),this.clearColor.setDefault(),this.clearDepth.setDefault(),this.clearStencil.setDefault(),this.colorMask.setDefault(),this.depthMask.setDefault(),this.stencilMask.setDefault(),this.stencilFunc.setDefault(),this.stencilOp.setDefault(),this.stencilTest.setDefault(),this.depthRange.setDefault(),this.depthTest.setDefault(),this.depthFunc.setDefault(),this.blend.setDefault(),this.blendFunc.setDefault(),this.blendColor.setDefault(),this.blendEquation.setDefault(),this.cullFace.setDefault(),this.cullFaceSide.setDefault(),this.frontFace.setDefault(),this.program.setDefault(),this.activeTexture.setDefault(),this.bindFramebuffer.setDefault(),this.pixelStoreUnpack.setDefault(),this.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.pixelStoreUnpackFlipY.setDefault()},Lt.prototype.setDirty=function(){this.clearColor.dirty=!0,this.clearDepth.dirty=!0,this.clearStencil.dirty=!0,this.colorMask.dirty=!0,this.depthMask.dirty=!0,this.stencilMask.dirty=!0,this.stencilFunc.dirty=!0,this.stencilOp.dirty=!0,this.stencilTest.dirty=!0,this.depthRange.dirty=!0,this.depthTest.dirty=!0,this.depthFunc.dirty=!0,this.blend.dirty=!0,this.blendFunc.dirty=!0,this.blendColor.dirty=!0,this.blendEquation.dirty=!0,this.cullFace.dirty=!0,this.cullFaceSide.dirty=!0,this.frontFace.dirty=!0,this.program.dirty=!0,this.activeTexture.dirty=!0,this.viewport.dirty=!0,this.bindFramebuffer.dirty=!0,this.bindRenderbuffer.dirty=!0,this.bindTexture.dirty=!0,this.bindVertexBuffer.dirty=!0,this.bindElementBuffer.dirty=!0,this.extVertexArrayObject&&(this.bindVertexArrayOES.dirty=!0),this.pixelStoreUnpack.dirty=!0,this.pixelStoreUnpackPremultiplyAlpha.dirty=!0,this.pixelStoreUnpackFlipY.dirty=!0},Lt.prototype.createIndexBuffer=function(t,e){return new j(this,t,e)},Lt.prototype.createVertexBuffer=function(t,e,r){return new U(this,t,e,r)},Lt.prototype.createRenderbuffer=function(t,e,r){var n=this.gl,a=n.createRenderbuffer();return this.bindRenderbuffer.set(a),n.renderbufferStorage(n.RENDERBUFFER,t,e,r),this.bindRenderbuffer.set(null),a},Lt.prototype.createFramebuffer=function(t,e){return new Tt(this,t,e)},Lt.prototype.clear=function(t){var e=t.color,r=t.depth,n=this.gl,a=0;e&&(a|=n.COLOR_BUFFER_BIT,this.clearColor.set(e),this.colorMask.set([!0,!0,!0,!0])),void 0!==r&&(a|=n.DEPTH_BUFFER_BIT,this.depthRange.set([0,1]),this.clearDepth.set(r),this.depthMask.set(!0)),n.clear(a)},Lt.prototype.setCullFace=function(t){!1===t.enable?this.cullFace.set(!1):(this.cullFace.set(!0),this.cullFaceSide.set(t.mode),this.frontFace.set(t.frontFace))},Lt.prototype.setDepthMode=function(t){t.func!==this.gl.ALWAYS||t.mask?(this.depthTest.set(!0),this.depthFunc.set(t.func),this.depthMask.set(t.mask),this.depthRange.set(t.range)):this.depthTest.set(!1)},Lt.prototype.setStencilMode=function(t){t.test.func!==this.gl.ALWAYS||t.mask?(this.stencilTest.set(!0),this.stencilMask.set(t.mask),this.stencilOp.set([t.fail,t.depthFail,t.pass]),this.stencilFunc.set({func:t.test.func,ref:t.ref,mask:t.test.mask})):this.stencilTest.set(!1)},Lt.prototype.setColorMode=function(e){t.deepEqual(e.blendFunction,St.Replace)?this.blend.set(!1):(this.blend.set(!0),this.blendFunc.set(e.blendFunction),this.blendColor.set(e.blendColor)),this.colorMask.set(e.mask)},Lt.prototype.unbindVAO=function(){this.extVertexArrayObject&&this.bindVertexArrayOES.set(null)};var Ct=function(e){function r(r,n,a){var i=this;e.call(this),this.id=r,this.dispatcher=a,this.on(\"data\",function(t){\"source\"===t.dataType&&\"metadata\"===t.sourceDataType&&(i._sourceLoaded=!0),i._sourceLoaded&&!i._paused&&\"source\"===t.dataType&&\"content\"===t.sourceDataType&&(i.reload(),i.transform&&i.update(i.transform))}),this.on(\"error\",function(){i._sourceErrored=!0}),this._source=D(r,n,a,this),this._tiles={},this._cache=new N(0,this._unloadTile.bind(this)),this._timers={},this._cacheTimers={},this._maxTileCacheSize=null,this._coveredTiles={},this._state=new t.SourceFeatureState}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.onAdd=function(t){this.map=t,this._maxTileCacheSize=t?t._maxTileCacheSize:null,this._source&&this._source.onAdd&&this._source.onAdd(t)},r.prototype.onRemove=function(t){this._source&&this._source.onRemove&&this._source.onRemove(t)},r.prototype.loaded=function(){if(this._sourceErrored)return!0;if(!this._sourceLoaded)return!1;if(!this._source.loaded())return!1;for(var t in this._tiles){var e=this._tiles[t];if(\"loaded\"!==e.state&&\"errored\"!==e.state)return!1}return!0},r.prototype.getSource=function(){return this._source},r.prototype.pause=function(){this._paused=!0},r.prototype.resume=function(){if(this._paused){var t=this._shouldReloadOnResume;this._paused=!1,this._shouldReloadOnResume=!1,t&&this.reload(),this.transform&&this.update(this.transform)}},r.prototype._loadTile=function(t,e){return this._source.loadTile(t,e)},r.prototype._unloadTile=function(t){if(this._source.unloadTile)return this._source.unloadTile(t,function(){})},r.prototype._abortTile=function(t){if(this._source.abortTile)return this._source.abortTile(t,function(){})},r.prototype.serialize=function(){return this._source.serialize()},r.prototype.prepare=function(t){for(var e in this._source.prepare&&this._source.prepare(),this._state.coalesceChanges(this._tiles,this.map?this.map.painter:null),this._tiles){var r=this._tiles[e];r.upload(t),r.prepare(this.map.style.imageManager)}},r.prototype.getIds=function(){return Object.keys(this._tiles).map(Number).sort(Pt)},r.prototype.getRenderableIds=function(e){var r=this,n=[];for(var a in this._tiles)this._isIdRenderable(+a,e)&&n.push(+a);return e?n.sort(function(e,n){var a=r._tiles[e].tileID,i=r._tiles[n].tileID,o=new t.Point(a.canonical.x,a.canonical.y)._rotate(r.transform.angle),s=new t.Point(i.canonical.x,i.canonical.y)._rotate(r.transform.angle);return a.overscaledZ-i.overscaledZ||s.y-o.y||s.x-o.x}):n.sort(Pt)},r.prototype.hasRenderableParent=function(t){var e=this.findLoadedParent(t,0);return!!e&&this._isIdRenderable(e.tileID.key)},r.prototype._isIdRenderable=function(t,e){return this._tiles[t]&&this._tiles[t].hasData()&&!this._coveredTiles[t]&&(e||!this._tiles[t].holdingForFade())},r.prototype.reload=function(){if(this._paused)this._shouldReloadOnResume=!0;else for(var t in this._cache.reset(),this._tiles)\"errored\"!==this._tiles[t].state&&this._reloadTile(t,\"reloading\")},r.prototype._reloadTile=function(t,e){var r=this._tiles[t];r&&(\"loading\"!==r.state&&(r.state=e),this._loadTile(r,this._tileLoaded.bind(this,r,t,e)))},r.prototype._tileLoaded=function(e,r,n,a){if(a)return e.state=\"errored\",void(404!==a.status?this._source.fire(new t.ErrorEvent(a,{tile:e})):this.update(this.transform));e.timeAdded=t.browser.now(),\"expired\"===n&&(e.refreshedUponExpiration=!0),this._setTileReloadTimer(r,e),\"raster-dem\"===this.getSource().type&&e.dem&&this._backfillDEM(e),this._state.initializeTileState(e,this.map?this.map.painter:null),this._source.fire(new t.Event(\"data\",{dataType:\"source\",tile:e,coord:e.tileID}))},r.prototype._backfillDEM=function(t){for(var e=this.getRenderableIds(),r=0;r<e.length;r++){var n=e[r];if(t.neighboringTiles&&t.neighboringTiles[n]){var a=this.getTileByID(n);i(t,a),i(a,t)}}function i(t,e){t.needsHillshadePrepare=!0;var r=e.tileID.canonical.x-t.tileID.canonical.x,n=e.tileID.canonical.y-t.tileID.canonical.y,a=Math.pow(2,t.tileID.canonical.z),i=e.tileID.key;0===r&&0===n||Math.abs(n)>1||(Math.abs(r)>1&&(1===Math.abs(r+a)?r+=a:1===Math.abs(r-a)&&(r-=a)),e.dem&&t.dem&&(t.dem.backfillBorder(e.dem,r,n),t.neighboringTiles&&t.neighboringTiles[i]&&(t.neighboringTiles[i].backfilled=!0)))}},r.prototype.getTile=function(t){return this.getTileByID(t.key)},r.prototype.getTileByID=function(t){return this._tiles[t]},r.prototype.getZoom=function(t){return t.zoom+t.scaleZoom(t.tileSize/this._source.tileSize)},r.prototype._retainLoadedChildren=function(t,e,r,n){for(var a in this._tiles){var i=this._tiles[a];if(!(n[a]||!i.hasData()||i.tileID.overscaledZ<=e||i.tileID.overscaledZ>r)){for(var o=i.tileID;i&&i.tileID.overscaledZ>e+1;){var s=i.tileID.scaledTo(i.tileID.overscaledZ-1);(i=this._tiles[s.key])&&i.hasData()&&(o=s)}for(var l=o;l.overscaledZ>e;)if(t[(l=l.scaledTo(l.overscaledZ-1)).key]){n[o.key]=o;break}}}},r.prototype.findLoadedParent=function(t,e){for(var r=t.overscaledZ-1;r>=e;r--){var n=t.scaledTo(r);if(!n)return;var a=String(n.key),i=this._tiles[a];if(i&&i.hasData())return i;if(this._cache.has(n))return this._cache.get(n)}},r.prototype.updateCacheSize=function(t){var e=(Math.ceil(t.width/this._source.tileSize)+1)*(Math.ceil(t.height/this._source.tileSize)+1),r=Math.floor(5*e),n=\"number\"==typeof this._maxTileCacheSize?Math.min(this._maxTileCacheSize,r):r;this._cache.setMaxSize(n)},r.prototype.handleWrapJump=function(t){var e=(t-(void 0===this._prevLng?t:this._prevLng))/360,r=Math.round(e);if(this._prevLng=t,r){var n={};for(var a in this._tiles){var i=this._tiles[a];i.tileID=i.tileID.unwrapTo(i.tileID.wrap+r),n[i.tileID.key]=i}for(var o in this._tiles=n,this._timers)clearTimeout(this._timers[o]),delete this._timers[o];for(var s in this._tiles){var l=this._tiles[s];this._setTileReloadTimer(s,l)}}},r.prototype.update=function(e){var n=this;if(this.transform=e,this._sourceLoaded&&!this._paused){var a;this.updateCacheSize(e),this.handleWrapJump(this.transform.center.lng),this._coveredTiles={},this.used?this._source.tileID?a=e.getVisibleUnwrappedCoordinates(this._source.tileID).map(function(e){return new t.OverscaledTileID(e.canonical.z,e.wrap,e.canonical.z,e.canonical.x,e.canonical.y)}):(a=e.coveringTiles({tileSize:this._source.tileSize,minzoom:this._source.minzoom,maxzoom:this._source.maxzoom,roundZoom:this._source.roundZoom,reparseOverscaled:this._source.reparseOverscaled}),this._source.hasTile&&(a=a.filter(function(t){return n._source.hasTile(t)}))):a=[];var i=(this._source.roundZoom?Math.round:Math.floor)(this.getZoom(e)),o=Math.max(i-r.maxOverzooming,this._source.minzoom),s=Math.max(i+r.maxUnderzooming,this._source.minzoom),l=this._updateRetainedTiles(a,i);if(Ot(this._source.type)){for(var c={},u={},h=0,f=Object.keys(l);h<f.length;h+=1){var p=f[h],d=l[p],g=this._tiles[p];if(g&&!(g.fadeEndTime&&g.fadeEndTime<=t.browser.now())){var v=this.findLoadedParent(d,o);v&&(this._addTile(v.tileID),c[v.tileID.key]=v.tileID),u[p]=d}}for(var m in this._retainLoadedChildren(u,i,s,l),c)l[m]||(this._coveredTiles[m]=!0,l[m]=c[m])}for(var y in l)this._tiles[y].clearFadeHold();for(var x=0,b=t.keysDifference(this._tiles,l);x<b.length;x+=1){var _=b[x],w=this._tiles[_];w.hasSymbolBuckets&&!w.holdingForFade()?w.setHoldDuration(this.map._fadeDuration):w.hasSymbolBuckets&&!w.symbolFadeFinished()||this._removeTile(_)}}},r.prototype.releaseSymbolFadeTiles=function(){for(var t in this._tiles)this._tiles[t].holdingForFade()&&this._removeTile(t)},r.prototype._updateRetainedTiles=function(t,e){for(var n={},a={},i=Math.max(e-r.maxOverzooming,this._source.minzoom),o=Math.max(e+r.maxUnderzooming,this._source.minzoom),s={},l=0,c=t;l<c.length;l+=1){var u=c[l],h=this._addTile(u);n[u.key]=u,h.hasData()||e<this._source.maxzoom&&(s[u.key]=u)}this._retainLoadedChildren(s,e,o,n);for(var f=0,p=t;f<p.length;f+=1){var d=p[f],g=this._tiles[d.key];if(!g.hasData()){if(e+1>this._source.maxzoom){var v=d.children(this._source.maxzoom)[0],m=this.getTile(v);if(m&&m.hasData()){n[v.key]=v;continue}}else{var y=d.children(this._source.maxzoom);if(n[y[0].key]&&n[y[1].key]&&n[y[2].key]&&n[y[3].key])continue}for(var x=g.wasRequested(),b=d.overscaledZ-1;b>=i;--b){var _=d.scaledTo(b);if(a[_.key])break;if(a[_.key]=!0,!(g=this.getTile(_))&&x&&(g=this._addTile(_)),g&&(n[_.key]=_,x=g.wasRequested(),g.hasData()))break}}}return n},r.prototype._addTile=function(e){var r=this._tiles[e.key];if(r)return r;(r=this._cache.getAndRemove(e))&&(this._setTileReloadTimer(e.key,r),r.tileID=e,this._state.initializeTileState(r,this.map?this.map.painter:null),this._cacheTimers[e.key]&&(clearTimeout(this._cacheTimers[e.key]),delete this._cacheTimers[e.key],this._setTileReloadTimer(e.key,r)));var n=Boolean(r);return n||(r=new t.Tile(e,this._source.tileSize*e.overscaleFactor()),this._loadTile(r,this._tileLoaded.bind(this,r,e.key,r.state))),r?(r.uses++,this._tiles[e.key]=r,n||this._source.fire(new t.Event(\"dataloading\",{tile:r,coord:r.tileID,dataType:\"source\"})),r):null},r.prototype._setTileReloadTimer=function(t,e){var r=this;t in this._timers&&(clearTimeout(this._timers[t]),delete this._timers[t]);var n=e.getExpiryTimeout();n&&(this._timers[t]=setTimeout(function(){r._reloadTile(t,\"expired\"),delete r._timers[t]},n))},r.prototype._removeTile=function(t){var e=this._tiles[t];e&&(e.uses--,delete this._tiles[t],this._timers[t]&&(clearTimeout(this._timers[t]),delete this._timers[t]),e.uses>0||(e.hasData()&&\"reloading\"!==e.state?this._cache.add(e.tileID,e,e.getExpiryTimeout()):(e.aborted=!0,this._abortTile(e),this._unloadTile(e))))},r.prototype.clearTiles=function(){for(var t in this._shouldReloadOnResume=!1,this._paused=!1,this._tiles)this._removeTile(t);this._cache.reset()},r.prototype.tilesIn=function(e,r,n){var a=this,i=[],o=this.transform;if(!o)return i;for(var s=n?o.getCameraQueryGeometry(e):e,l=e.map(function(t){return o.pointCoordinate(t)}),c=s.map(function(t){return o.pointCoordinate(t)}),u=this.getIds(),h=1/0,f=1/0,p=-1/0,d=-1/0,g=0,v=c;g<v.length;g+=1){var m=v[g];h=Math.min(h,m.x),f=Math.min(f,m.y),p=Math.max(p,m.x),d=Math.max(d,m.y)}for(var y=function(e){var n=a._tiles[u[e]];if(!n.holdingForFade()){var s=n.tileID,g=Math.pow(2,o.zoom-n.tileID.overscaledZ),v=r*n.queryPadding*t.EXTENT/n.tileSize/g,m=[s.getTilePoint(new t.MercatorCoordinate(h,f)),s.getTilePoint(new t.MercatorCoordinate(p,d))];if(m[0].x-v<t.EXTENT&&m[0].y-v<t.EXTENT&&m[1].x+v>=0&&m[1].y+v>=0){var y=l.map(function(t){return s.getTilePoint(t)}),x=c.map(function(t){return s.getTilePoint(t)});i.push({tile:n,tileID:s,queryGeometry:y,cameraQueryGeometry:x,scale:g})}}},x=0;x<u.length;x++)y(x);return i},r.prototype.getVisibleCoordinates=function(t){for(var e=this,r=this.getRenderableIds(t).map(function(t){return e._tiles[t].tileID}),n=0,a=r;n<a.length;n+=1){var i=a[n];i.posMatrix=this.transform.calculatePosMatrix(i.toUnwrapped())}return r},r.prototype.hasTransition=function(){if(this._source.hasTransition())return!0;if(Ot(this._source.type))for(var e in this._tiles){var r=this._tiles[e];if(void 0!==r.fadeEndTime&&r.fadeEndTime>=t.browser.now())return!0}return!1},r.prototype.setFeatureState=function(t,e,r){t=t||\"_geojsonTileLayer\",this._state.updateState(t,e,r)},r.prototype.removeFeatureState=function(t,e,r){t=t||\"_geojsonTileLayer\",this._state.removeFeatureState(t,e,r)},r.prototype.getFeatureState=function(t,e){return t=t||\"_geojsonTileLayer\",this._state.getState(t,e)},r}(t.Evented);function Pt(t,e){return t%32-e%32||e-t}function Ot(t){return\"raster\"===t||\"image\"===t||\"video\"===t}function zt(){return new t.window.Worker(Qn.workerUrl)}Ct.maxOverzooming=10,Ct.maxUnderzooming=3;var It=function(){this.active={}};It.prototype.acquire=function(t){if(!this.workers)for(this.workers=[];this.workers.length<It.workerCount;)this.workers.push(new zt);return this.active[t]=!0,this.workers.slice()},It.prototype.release=function(t){delete this.active[t],0===Object.keys(this.active).length&&(this.workers.forEach(function(t){t.terminate()}),this.workers=null)};var Dt,Rt=Math.floor(t.browser.hardwareConcurrency/2);function Ft(e,r){var n={};for(var a in e)\"ref\"!==a&&(n[a]=e[a]);return t.refProperties.forEach(function(t){t in r&&(n[t]=r[t])}),n}function Bt(t){t=t.slice();for(var e=Object.create(null),r=0;r<t.length;r++)e[t[r].id]=t[r];for(var n=0;n<t.length;n++)\"ref\"in t[n]&&(t[n]=Ft(t[n],e[t[n].ref]));return t}It.workerCount=Math.max(Math.min(Rt,6),1);var Nt={setStyle:\"setStyle\",addLayer:\"addLayer\",removeLayer:\"removeLayer\",setPaintProperty:\"setPaintProperty\",setLayoutProperty:\"setLayoutProperty\",setFilter:\"setFilter\",addSource:\"addSource\",removeSource:\"removeSource\",setGeoJSONSourceData:\"setGeoJSONSourceData\",setLayerZoomRange:\"setLayerZoomRange\",setLayerProperty:\"setLayerProperty\",setCenter:\"setCenter\",setZoom:\"setZoom\",setBearing:\"setBearing\",setPitch:\"setPitch\",setSprite:\"setSprite\",setGlyphs:\"setGlyphs\",setTransition:\"setTransition\",setLight:\"setLight\"};function jt(t,e,r){r.push({command:Nt.addSource,args:[t,e[t]]})}function Vt(t,e,r){e.push({command:Nt.removeSource,args:[t]}),r[t]=!0}function Ut(t,e,r,n){Vt(t,r,n),jt(t,e,r)}function qt(e,r,n){var a;for(a in e[n])if(e[n].hasOwnProperty(a)&&\"data\"!==a&&!t.deepEqual(e[n][a],r[n][a]))return!1;for(a in r[n])if(r[n].hasOwnProperty(a)&&\"data\"!==a&&!t.deepEqual(e[n][a],r[n][a]))return!1;return!0}function Ht(e,r,n,a,i,o){var s;for(s in r=r||{},e=e||{})e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[a,s,r[s],i]}));for(s in r)r.hasOwnProperty(s)&&!e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[a,s,r[s],i]}))}function Gt(t){return t.id}function Yt(t,e){return t[e.id]=e,t}var Wt=function(t,e,r){var n=this.boxCells=[],a=this.circleCells=[];this.xCellCount=Math.ceil(t/r),this.yCellCount=Math.ceil(e/r);for(var i=0;i<this.xCellCount*this.yCellCount;i++)n.push([]),a.push([]);this.circleKeys=[],this.boxKeys=[],this.bboxes=[],this.circles=[],this.width=t,this.height=e,this.xScale=this.xCellCount/t,this.yScale=this.yCellCount/e,this.boxUid=0,this.circleUid=0};function Xt(e,r,n,a,i){var o=t.create();return r?(t.scale(o,o,[1/i,1/i,1]),n||t.rotateZ(o,o,a.angle)):t.multiply(o,a.labelPlaneMatrix,e),o}function Zt(e,r,n,a,i){if(r){var o=t.clone(e);return t.scale(o,o,[i,i,1]),n||t.rotateZ(o,o,-a.angle),o}return a.glCoordMatrix}function Jt(e,r){var n=[e.x,e.y,0,1];oe(n,n,r);var a=n[3];return{point:new t.Point(n[0]/a,n[1]/a),signedDistanceFromCamera:a}}function Kt(t,e){var r=t[0]/t[3],n=t[1]/t[3];return r>=-e[0]&&r<=e[0]&&n>=-e[1]&&n<=e[1]}function Qt(e,r,n,a,i,o,s,l){var c=a?e.textSizeData:e.iconSizeData,u=t.evaluateSizeForZoom(c,n.transform.zoom),h=[256/n.width*2+1,256/n.height*2+1],f=a?e.text.dynamicLayoutVertexArray:e.icon.dynamicLayoutVertexArray;f.clear();for(var p=e.lineVertexArray,d=a?e.text.placedSymbolArray:e.icon.placedSymbolArray,g=n.transform.width/n.transform.height,v=!1,m=0;m<d.length;m++){var y=d.get(m);if(y.hidden||y.writingMode===t.WritingMode.vertical&&!v)ie(y.numGlyphs,f);else{v=!1;var x=[y.anchorX,y.anchorY,0,1];if(t.transformMat4(x,x,r),Kt(x,h)){var b=.5+x[3]/n.transform.cameraToCenterDistance*.5,_=t.evaluateSizeForFeature(c,u,y),w=s?_*b:_/b,k=new t.Point(y.anchorX,y.anchorY),T=Jt(k,i).point,M={},A=ee(y,w,!1,l,r,i,o,e.glyphOffsetArray,p,f,T,k,M,g);v=A.useVertical,(A.notEnoughRoom||v||A.needsFlipping&&ee(y,w,!0,l,r,i,o,e.glyphOffsetArray,p,f,T,k,M,g).notEnoughRoom)&&ie(y.numGlyphs,f)}else ie(y.numGlyphs,f)}}a?e.text.dynamicLayoutVertexBuffer.updateData(f):e.icon.dynamicLayoutVertexBuffer.updateData(f)}function $t(t,e,r,n,a,i,o,s,l,c,u,h){var f=s.glyphStartIndex+s.numGlyphs,p=s.lineStartIndex,d=s.lineStartIndex+s.lineLength,g=e.getoffsetX(s.glyphStartIndex),v=e.getoffsetX(f-1),m=ne(t*g,r,n,a,i,o,s.segment,p,d,l,c,u,h);if(!m)return null;var y=ne(t*v,r,n,a,i,o,s.segment,p,d,l,c,u,h);return y?{first:m,last:y}:null}function te(e,r,n,a){return e===t.WritingMode.horizontal&&Math.abs(n.y-r.y)>Math.abs(n.x-r.x)*a?{useVertical:!0}:(e===t.WritingMode.vertical?r.y<n.y:r.x>n.x)?{needsFlipping:!0}:null}function ee(e,r,n,a,i,o,s,l,c,u,h,f,p,d){var g,v=r/24,m=e.lineOffsetX*v,y=e.lineOffsetY*v;if(e.numGlyphs>1){var x=e.glyphStartIndex+e.numGlyphs,b=e.lineStartIndex,_=e.lineStartIndex+e.lineLength,w=$t(v,l,m,y,n,h,f,e,c,o,p,!1);if(!w)return{notEnoughRoom:!0};var k=Jt(w.first.point,s).point,T=Jt(w.last.point,s).point;if(a&&!n){var M=te(e.writingMode,k,T,d);if(M)return M}g=[w.first];for(var A=e.glyphStartIndex+1;A<x-1;A++)g.push(ne(v*l.getoffsetX(A),m,y,n,h,f,e.segment,b,_,c,o,p,!1));g.push(w.last)}else{if(a&&!n){var S=Jt(f,i).point,E=e.lineStartIndex+e.segment+1,L=new t.Point(c.getx(E),c.gety(E)),C=Jt(L,i),P=C.signedDistanceFromCamera>0?C.point:re(f,L,S,1,i),O=te(e.writingMode,S,P,d);if(O)return O}var z=ne(v*l.getoffsetX(e.glyphStartIndex),m,y,n,h,f,e.segment,e.lineStartIndex,e.lineStartIndex+e.lineLength,c,o,p,!1);if(!z)return{notEnoughRoom:!0};g=[z]}for(var I=0,D=g;I<D.length;I+=1){var R=D[I];t.addDynamicAttributes(u,R.point,R.angle)}return{}}function re(t,e,r,n,a){var i=Jt(t.add(t.sub(e)._unit()),a).point,o=r.sub(i);return r.add(o._mult(n/o.mag()))}function ne(e,r,n,a,i,o,s,l,c,u,h,f,p){var d=a?e-r:e+r,g=d>0?1:-1,v=0;a&&(g*=-1,v=Math.PI),g<0&&(v+=Math.PI);for(var m=g>0?l+s:l+s+1,y=m,x=i,b=i,_=0,w=0,k=Math.abs(d);_+w<=k;){if((m+=g)<l||m>=c)return null;if(b=x,void 0===(x=f[m])){var T=new t.Point(u.getx(m),u.gety(m)),M=Jt(T,h);if(M.signedDistanceFromCamera>0)x=f[m]=M.point;else{var A=m-g;x=re(0===_?o:new t.Point(u.getx(A),u.gety(A)),T,b,k-_+1,h)}}_+=w,w=b.dist(x)}var S=(k-_)/w,E=x.sub(b),L=E.mult(S)._add(b);return L._add(E._unit()._perp()._mult(n*g)),{point:L,angle:v+Math.atan2(x.y-b.y,x.x-b.x),tileDistance:p?{prevTileDistance:m-g===y?0:u.gettileUnitDistanceFromAnchor(m-g),lastSegmentViewportDistance:k-_}:null}}Wt.prototype.keysLength=function(){return this.boxKeys.length+this.circleKeys.length},Wt.prototype.insert=function(t,e,r,n,a){this._forEachCell(e,r,n,a,this._insertBoxCell,this.boxUid++),this.boxKeys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(a)},Wt.prototype.insertCircle=function(t,e,r,n){this._forEachCell(e-n,r-n,e+n,r+n,this._insertCircleCell,this.circleUid++),this.circleKeys.push(t),this.circles.push(e),this.circles.push(r),this.circles.push(n)},Wt.prototype._insertBoxCell=function(t,e,r,n,a,i){this.boxCells[a].push(i)},Wt.prototype._insertCircleCell=function(t,e,r,n,a,i){this.circleCells[a].push(i)},Wt.prototype._query=function(t,e,r,n,a,i){if(r<0||t>this.width||n<0||e>this.height)return!a&&[];var o=[];if(t<=0&&e<=0&&this.width<=r&&this.height<=n){if(a)return!0;for(var s=0;s<this.boxKeys.length;s++)o.push({key:this.boxKeys[s],x1:this.bboxes[4*s],y1:this.bboxes[4*s+1],x2:this.bboxes[4*s+2],y2:this.bboxes[4*s+3]});for(var l=0;l<this.circleKeys.length;l++){var c=this.circles[3*l],u=this.circles[3*l+1],h=this.circles[3*l+2];o.push({key:this.circleKeys[l],x1:c-h,y1:u-h,x2:c+h,y2:u+h})}return i?o.filter(i):o}var f={hitTest:a,seenUids:{box:{},circle:{}}};return this._forEachCell(t,e,r,n,this._queryCell,o,f,i),a?o.length>0:o},Wt.prototype._queryCircle=function(t,e,r,n,a){var i=t-r,o=t+r,s=e-r,l=e+r;if(o<0||i>this.width||l<0||s>this.height)return!n&&[];var c=[],u={hitTest:n,circle:{x:t,y:e,radius:r},seenUids:{box:{},circle:{}}};return this._forEachCell(i,s,o,l,this._queryCellCircle,c,u,a),n?c.length>0:c},Wt.prototype.query=function(t,e,r,n,a){return this._query(t,e,r,n,!1,a)},Wt.prototype.hitTest=function(t,e,r,n,a){return this._query(t,e,r,n,!0,a)},Wt.prototype.hitTestCircle=function(t,e,r,n){return this._queryCircle(t,e,r,!0,n)},Wt.prototype._queryCell=function(t,e,r,n,a,i,o,s){var l=o.seenUids,c=this.boxCells[a];if(null!==c)for(var u=this.bboxes,h=0,f=c;h<f.length;h+=1){var p=f[h];if(!l.box[p]){l.box[p]=!0;var d=4*p;if(t<=u[d+2]&&e<=u[d+3]&&r>=u[d+0]&&n>=u[d+1]&&(!s||s(this.boxKeys[p]))){if(o.hitTest)return i.push(!0),!0;i.push({key:this.boxKeys[p],x1:u[d],y1:u[d+1],x2:u[d+2],y2:u[d+3]})}}}var g=this.circleCells[a];if(null!==g)for(var v=this.circles,m=0,y=g;m<y.length;m+=1){var x=y[m];if(!l.circle[x]){l.circle[x]=!0;var b=3*x;if(this._circleAndRectCollide(v[b],v[b+1],v[b+2],t,e,r,n)&&(!s||s(this.circleKeys[x]))){if(o.hitTest)return i.push(!0),!0;var _=v[b],w=v[b+1],k=v[b+2];i.push({key:this.circleKeys[x],x1:_-k,y1:w-k,x2:_+k,y2:w+k})}}}},Wt.prototype._queryCellCircle=function(t,e,r,n,a,i,o,s){var l=o.circle,c=o.seenUids,u=this.boxCells[a];if(null!==u)for(var h=this.bboxes,f=0,p=u;f<p.length;f+=1){var d=p[f];if(!c.box[d]){c.box[d]=!0;var g=4*d;if(this._circleAndRectCollide(l.x,l.y,l.radius,h[g+0],h[g+1],h[g+2],h[g+3])&&(!s||s(this.boxKeys[d])))return i.push(!0),!0}}var v=this.circleCells[a];if(null!==v)for(var m=this.circles,y=0,x=v;y<x.length;y+=1){var b=x[y];if(!c.circle[b]){c.circle[b]=!0;var _=3*b;if(this._circlesCollide(m[_],m[_+1],m[_+2],l.x,l.y,l.radius)&&(!s||s(this.circleKeys[b])))return i.push(!0),!0}}},Wt.prototype._forEachCell=function(t,e,r,n,a,i,o,s){for(var l=this._convertToXCellCoord(t),c=this._convertToYCellCoord(e),u=this._convertToXCellCoord(r),h=this._convertToYCellCoord(n),f=l;f<=u;f++)for(var p=c;p<=h;p++){var d=this.xCellCount*p+f;if(a.call(this,t,e,r,n,d,i,o,s))return}},Wt.prototype._convertToXCellCoord=function(t){return Math.max(0,Math.min(this.xCellCount-1,Math.floor(t*this.xScale)))},Wt.prototype._convertToYCellCoord=function(t){return Math.max(0,Math.min(this.yCellCount-1,Math.floor(t*this.yScale)))},Wt.prototype._circlesCollide=function(t,e,r,n,a,i){var o=n-t,s=a-e,l=r+i;return l*l>o*o+s*s},Wt.prototype._circleAndRectCollide=function(t,e,r,n,a,i,o){var s=(i-n)/2,l=Math.abs(t-(n+s));if(l>s+r)return!1;var c=(o-a)/2,u=Math.abs(e-(a+c));if(u>c+r)return!1;if(l<=s||u<=c)return!0;var h=l-s,f=u-c;return h*h+f*f<=r*r};var ae=new Float32Array([-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0]);function ie(t,e){for(var r=0;r<t;r++){var n=e.length;e.resize(n+4),e.float32.set(ae,3*n)}}function oe(t,e,r){var n=e[0],a=e[1];return t[0]=r[0]*n+r[4]*a+r[12],t[1]=r[1]*n+r[5]*a+r[13],t[3]=r[3]*n+r[7]*a+r[15],t}var se=function(t,e,r){void 0===e&&(e=new Wt(t.width+200,t.height+200,25)),void 0===r&&(r=new Wt(t.width+200,t.height+200,25)),this.transform=t,this.grid=e,this.ignoredGrid=r,this.pitchfactor=Math.cos(t._pitch)*t.cameraToCenterDistance,this.screenRightBoundary=t.width+100,this.screenBottomBoundary=t.height+100,this.gridRightBoundary=t.width+200,this.gridBottomBoundary=t.height+200};function le(t,e,r){t[e+4]=r?1:0}function ce(e,r,n){return r*(t.EXTENT/(e.tileSize*Math.pow(2,n-e.tileID.overscaledZ)))}se.prototype.placeCollisionBox=function(t,e,r,n,a){var i=this.projectAndGetPerspectiveRatio(n,t.anchorPointX,t.anchorPointY),o=r*i.perspectiveRatio,s=t.x1*o+i.point.x,l=t.y1*o+i.point.y,c=t.x2*o+i.point.x,u=t.y2*o+i.point.y;return!this.isInsideGrid(s,l,c,u)||!e&&this.grid.hitTest(s,l,c,u,a)?{box:[],offscreen:!1}:{box:[s,l,c,u],offscreen:this.isOffscreen(s,l,c,u)}},se.prototype.approximateTileDistance=function(t,e,r,n,a){var i=a?1:n/this.pitchfactor,o=t.lastSegmentViewportDistance*r;return t.prevTileDistance+o+(i-1)*o*Math.abs(Math.sin(e))},se.prototype.placeCollisionCircles=function(e,r,n,a,i,o,s,l,c,u,h,f,p){var d=[],g=this.projectAnchor(c,i.anchorX,i.anchorY),v=l/24,m=i.lineOffsetX*l,y=i.lineOffsetY*l,x=new t.Point(i.anchorX,i.anchorY),b=$t(v,s,m,y,!1,Jt(x,u).point,x,i,o,u,{},!0),_=!1,w=!1,k=!0,T=g.perspectiveRatio*a,M=1/(a*n),A=0,S=0;b&&(A=this.approximateTileDistance(b.first.tileDistance,b.first.angle,M,g.cameraDistance,f),S=this.approximateTileDistance(b.last.tileDistance,b.last.angle,M,g.cameraDistance,f));for(var E=0;E<e.length;E+=5){var L=e[E],C=e[E+1],P=e[E+2],O=e[E+3];if(!b||O<-A||O>S)le(e,E,!1);else{var z=this.projectPoint(c,L,C),I=P*T;if(d.length>0){var D=z.x-d[d.length-4],R=z.y-d[d.length-3];if(I*I*2>D*D+R*R&&E+8<e.length){var F=e[E+8];if(F>-A&&F<S){le(e,E,!1);continue}}}var B=E/5;d.push(z.x,z.y,I,B),le(e,E,!0);var N=z.x-I,j=z.y-I,V=z.x+I,U=z.y+I;if(k=k&&this.isOffscreen(N,j,V,U),w=w||this.isInsideGrid(N,j,V,U),!r&&this.grid.hitTestCircle(z.x,z.y,I,p)){if(!h)return{circles:[],offscreen:!1};_=!0}}}return{circles:_||!w?[]:d,offscreen:k}},se.prototype.queryRenderedSymbols=function(e){if(0===e.length||0===this.grid.keysLength()&&0===this.ignoredGrid.keysLength())return{};for(var r=[],n=1/0,a=1/0,i=-1/0,o=-1/0,s=0,l=e;s<l.length;s+=1){var c=l[s],u=new t.Point(c.x+100,c.y+100);n=Math.min(n,u.x),a=Math.min(a,u.y),i=Math.max(i,u.x),o=Math.max(o,u.y),r.push(u)}for(var h={},f={},p=0,d=this.grid.query(n,a,i,o).concat(this.ignoredGrid.query(n,a,i,o));p<d.length;p+=1){var g=d[p],v=g.key;if(void 0===h[v.bucketInstanceId]&&(h[v.bucketInstanceId]={}),!h[v.bucketInstanceId][v.featureIndex]){var m=[new t.Point(g.x1,g.y1),new t.Point(g.x2,g.y1),new t.Point(g.x2,g.y2),new t.Point(g.x1,g.y2)];t.polygonIntersectsPolygon(r,m)&&(h[v.bucketInstanceId][v.featureIndex]=!0,void 0===f[v.bucketInstanceId]&&(f[v.bucketInstanceId]=[]),f[v.bucketInstanceId].push(v.featureIndex))}}return f},se.prototype.insertCollisionBox=function(t,e,r,n,a){var i={bucketInstanceId:r,featureIndex:n,collisionGroupID:a};(e?this.ignoredGrid:this.grid).insert(i,t[0],t[1],t[2],t[3])},se.prototype.insertCollisionCircles=function(t,e,r,n,a){for(var i=e?this.ignoredGrid:this.grid,o={bucketInstanceId:r,featureIndex:n,collisionGroupID:a},s=0;s<t.length;s+=4)i.insertCircle(o,t[s],t[s+1],t[s+2])},se.prototype.projectAnchor=function(t,e,r){var n=[e,r,0,1];return oe(n,n,t),{perspectiveRatio:.5+this.transform.cameraToCenterDistance/n[3]*.5,cameraDistance:n[3]}},se.prototype.projectPoint=function(e,r,n){var a=[r,n,0,1];return oe(a,a,e),new t.Point((a[0]/a[3]+1)/2*this.transform.width+100,(-a[1]/a[3]+1)/2*this.transform.height+100)},se.prototype.projectAndGetPerspectiveRatio=function(e,r,n){var a=[r,n,0,1];return oe(a,a,e),{point:new t.Point((a[0]/a[3]+1)/2*this.transform.width+100,(-a[1]/a[3]+1)/2*this.transform.height+100),perspectiveRatio:.5+this.transform.cameraToCenterDistance/a[3]*.5}},se.prototype.isOffscreen=function(t,e,r,n){return r<100||t>=this.screenRightBoundary||n<100||e>this.screenBottomBoundary},se.prototype.isInsideGrid=function(t,e,r,n){return r>=0&&t<this.gridRightBoundary&&n>=0&&e<this.gridBottomBoundary};var ue=function(t,e,r,n){this.opacity=t?Math.max(0,Math.min(1,t.opacity+(t.placed?e:-e))):n&&r?1:0,this.placed=r};ue.prototype.isHidden=function(){return 0===this.opacity&&!this.placed};var he=function(t,e,r,n,a){this.text=new ue(t?t.text:null,e,r,a),this.icon=new ue(t?t.icon:null,e,n,a)};he.prototype.isHidden=function(){return this.text.isHidden()&&this.icon.isHidden()};var fe=function(t,e,r){this.text=t,this.icon=e,this.skipFade=r},pe=function(t,e,r,n,a){this.bucketInstanceId=t,this.featureIndex=e,this.sourceLayerIndex=r,this.bucketIndex=n,this.tileID=a},de=function(t){this.crossSourceCollisions=t,this.maxGroupID=0,this.collisionGroups={}};function ge(e,r,n,a,i){var o=t.getAnchorAlignment(e),s=-(o.horizontalAlign-.5)*r,l=-(o.verticalAlign-.5)*n,c=t.evaluateRadialOffset(e,a);return new t.Point(s+c[0]*i,l+c[1]*i)}de.prototype.get=function(t){if(this.crossSourceCollisions)return{ID:0,predicate:null};if(!this.collisionGroups[t]){var e=++this.maxGroupID;this.collisionGroups[t]={ID:e,predicate:function(t){return t.collisionGroupID===e}}}return this.collisionGroups[t]};var ve=function(t,e,r,n){this.transform=t.clone(),this.collisionIndex=new se(this.transform),this.placements={},this.opacities={},this.variableOffsets={},this.stale=!1,this.commitTime=0,this.fadeDuration=e,this.retainedQueryData={},this.collisionGroups=new de(r),this.prevPlacement=n,n&&(n.prevPlacement=void 0),this.placedOrientations={}};function me(t,e,r,n,a){t.emplaceBack(e?1:0,r?1:0,n||0,a||0),t.emplaceBack(e?1:0,r?1:0,n||0,a||0),t.emplaceBack(e?1:0,r?1:0,n||0,a||0),t.emplaceBack(e?1:0,r?1:0,n||0,a||0)}ve.prototype.placeLayerTile=function(e,r,n,a){var i=r.getBucket(e),o=r.latestFeatureIndex;if(i&&o&&e.id===i.layerIds[0]){var s=r.collisionBoxArray,l=i.layers[0].layout,c=Math.pow(2,this.transform.zoom-r.tileID.overscaledZ),u=r.tileSize/t.EXTENT,h=this.transform.calculatePosMatrix(r.tileID.toUnwrapped()),f=Xt(h,\"map\"===l.get(\"text-pitch-alignment\"),\"map\"===l.get(\"text-rotation-alignment\"),this.transform,ce(r,1,this.transform.zoom)),p=Xt(h,\"map\"===l.get(\"icon-pitch-alignment\"),\"map\"===l.get(\"icon-rotation-alignment\"),this.transform,ce(r,1,this.transform.zoom));this.retainedQueryData[i.bucketInstanceId]=new pe(i.bucketInstanceId,o,i.sourceLayerIndex,i.index,r.tileID),this.placeLayerBucket(i,h,f,p,c,u,n,r.holdingForFade(),a,s)}},ve.prototype.attemptAnchorPlacement=function(e,r,n,a,i,o,s,l,c,u,h,f,p,d,g){var v,m=ge(e,n,a,i,o),y=this.collisionIndex.placeCollisionBox(function(e,r,n,a,i,o){var s=e.x1,l=e.x2,c=e.y1,u=e.y2,h=e.anchorPointX,f=e.anchorPointY,p=new t.Point(r,n);return a&&p._rotate(i?o:-o),{x1:s+p.x,y1:c+p.y,x2:l+p.x,y2:u+p.y,anchorPointX:h,anchorPointY:f}}(r,m.x,m.y,s,l,this.transform.angle),f,c,u,h.predicate);if(y.box.length>0)return this.prevPlacement&&this.prevPlacement.variableOffsets[p.crossTileID]&&this.prevPlacement.placements[p.crossTileID]&&this.prevPlacement.placements[p.crossTileID].text&&(v=this.prevPlacement.variableOffsets[p.crossTileID].anchor),this.variableOffsets[p.crossTileID]={radialOffset:i,width:n,height:a,anchor:e,textBoxScale:o,prevAnchor:v},this.markUsedJustification(d,e,p,g),d.allowVerticalPlacement&&(this.markUsedOrientation(d,g,p),this.placedOrientations[p.crossTileID]=g),y},ve.prototype.placeLayerBucket=function(e,r,n,a,i,o,s,l,c,u){var h=this,f=e.layers[0].layout,p=t.evaluateSizeForZoom(e.textSizeData,this.transform.zoom),d=f.get(\"text-optional\"),g=f.get(\"icon-optional\"),v=f.get(\"text-allow-overlap\"),m=f.get(\"icon-allow-overlap\"),y=v&&(m||!e.hasIconData()||g),x=m&&(v||!e.hasTextData()||d),b=this.collisionGroups.get(e.sourceID),_=\"map\"===f.get(\"text-rotation-alignment\"),w=\"map\"===f.get(\"text-pitch-alignment\"),k=\"viewport-y\"===f.get(\"symbol-z-order\");!e.collisionArrays&&u&&e.deserializeCollisionBoxes(u);var T=function(a,u){if(!c[a.crossTileID])if(l)h.placements[a.crossTileID]=new fe(!1,!1,!1);else{var m,k=!1,T=!1,M=!0,A={box:null,offscreen:null},S={box:null,offscreen:null},E=null,L=null,C=0,P=0,O=0;u.textFeatureIndex&&(C=u.textFeatureIndex),u.verticalTextFeatureIndex&&(P=u.verticalTextFeatureIndex);var z=u.textBox;if(z){var I=function(r){var n=t.WritingMode.horizontal;if(e.allowVerticalPlacement&&!r&&h.prevPlacement){var i=h.prevPlacement.placedOrientations[a.crossTileID];i&&(h.placedOrientations[a.crossTileID]=i,n=i,h.markUsedOrientation(e,n,a))}return n},D=function(r,n){if(e.allowVerticalPlacement&&a.numVerticalGlyphVertices>0&&u.verticalTextBox)for(var i=0,o=e.writingModes;i<o.length&&(o[i]===t.WritingMode.vertical?(A=n(),S=A):A=r(),!(A&&A.box&&A.box.length));i+=1);else A=r()};if(f.get(\"text-variable-anchor\")){var R=f.get(\"text-variable-anchor\");if(h.prevPlacement&&h.prevPlacement.variableOffsets[a.crossTileID]){var F=h.prevPlacement.variableOffsets[a.crossTileID];R.indexOf(F.anchor)>0&&(R=R.filter(function(t){return t!==F.anchor})).unshift(F.anchor)}var B=function(t,n){for(var i=t.x2-t.x1,s=t.y2-t.y1,l=a.textBoxScale,c={box:[],offscreen:!1},u=v?2*R.length:R.length,f=0;f<u;++f){var p=R[f%R.length],d=f>=R.length;if((c=h.attemptAnchorPlacement(p,t,i,s,a.radialTextOffset,l,_,w,o,r,b,d,a,e,n))&&c.box&&c.box.length){k=!0;break}}return c};D(function(){return B(z,t.WritingMode.horizontal)},function(){var r=u.verticalTextBox,n=A&&A.box&&A.box.length;return e.allowVerticalPlacement&&!n&&a.numVerticalGlyphVertices>0&&r?B(r,t.WritingMode.vertical):{box:null,offscreen:null}}),A&&(k=A.box,M=A.offscreen);var N=I(A&&A.box);if(!k&&h.prevPlacement){var j=h.prevPlacement.variableOffsets[a.crossTileID];j&&(h.variableOffsets[a.crossTileID]=j,h.markUsedJustification(e,j.anchor,a,N))}}else{var V=function(t,n){var i=h.collisionIndex.placeCollisionBox(t,f.get(\"text-allow-overlap\"),o,r,b.predicate);return i&&i.box&&i.box.length&&(h.markUsedOrientation(e,n,a),h.placedOrientations[a.crossTileID]=n),i};D(function(){return V(z,t.WritingMode.horizontal)},function(){var r=u.verticalTextBox;return e.allowVerticalPlacement&&a.numVerticalGlyphVertices>0&&r?V(r,t.WritingMode.vertical):{box:null,offscreen:null}}),I(A&&A.box&&A.box.length)}}k=(m=A)&&m.box&&m.box.length>0,M=m&&m.offscreen;var U=u.textCircles;if(U){var q=e.text.placedSymbolArray.get(a.centerJustifiedTextSymbolIndex),H=t.evaluateSizeForFeature(e.textSizeData,p,q);E=h.collisionIndex.placeCollisionCircles(U,f.get(\"text-allow-overlap\"),i,o,q,e.lineVertexArray,e.glyphOffsetArray,H,r,n,s,w,b.predicate),k=f.get(\"text-allow-overlap\")||E.circles.length>0,M=M&&E.offscreen}u.iconFeatureIndex&&(O=u.iconFeatureIndex),u.iconBox&&(T=(L=h.collisionIndex.placeCollisionBox(u.iconBox,f.get(\"icon-allow-overlap\"),o,r,b.predicate)).box.length>0,M=M&&L.offscreen);var G=d||0===a.numHorizontalGlyphVertices&&0===a.numVerticalGlyphVertices,Y=g||0===a.numIconVertices;G||Y?Y?G||(T=T&&k):k=T&&k:T=k=T&&k,k&&m&&m.box&&(S&&S.box&&P?h.collisionIndex.insertCollisionBox(m.box,f.get(\"text-ignore-placement\"),e.bucketInstanceId,P,b.ID):h.collisionIndex.insertCollisionBox(m.box,f.get(\"text-ignore-placement\"),e.bucketInstanceId,C,b.ID)),T&&L&&h.collisionIndex.insertCollisionBox(L.box,f.get(\"icon-ignore-placement\"),e.bucketInstanceId,O,b.ID),k&&E&&h.collisionIndex.insertCollisionCircles(E.circles,f.get(\"text-ignore-placement\"),e.bucketInstanceId,C,b.ID),h.placements[a.crossTileID]=new fe(k||y,T||x,M||e.justReloaded),c[a.crossTileID]=!0}};if(k)for(var M=e.getSortedSymbolIndexes(this.transform.angle),A=M.length-1;A>=0;--A){var S=M[A];T(e.symbolInstances.get(S),e.collisionArrays[S])}else for(var E=0;E<e.symbolInstances.length;++E)T(e.symbolInstances.get(E),e.collisionArrays[E]);e.justReloaded=!1},ve.prototype.markUsedJustification=function(e,r,n,a){var i,o={left:n.leftJustifiedTextSymbolIndex,center:n.centerJustifiedTextSymbolIndex,right:n.rightJustifiedTextSymbolIndex};i=a===t.WritingMode.vertical?n.verticalPlacedTextSymbolIndex:o[t.getAnchorJustification(r)];for(var s=0,l=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex,n.verticalPlacedTextSymbolIndex];s<l.length;s+=1){var c=l[s];c>=0&&(e.text.placedSymbolArray.get(c).crossTileID=i>=0&&c!==i?0:n.crossTileID)}},ve.prototype.markUsedOrientation=function(e,r,n){for(var a=r===t.WritingMode.horizontal||r===t.WritingMode.horizontalOnly?r:0,i=r===t.WritingMode.vertical?r:0,o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex];o<s.length;o+=1){var l=s[o];e.text.placedSymbolArray.get(l).placedOrientation=a}n.verticalPlacedTextSymbolIndex&&(e.text.placedSymbolArray.get(n.verticalPlacedTextSymbolIndex).placedOrientation=i)},ve.prototype.commit=function(t){this.commitTime=t;var e=this.prevPlacement,r=!1,n=e&&0!==this.fadeDuration?(this.commitTime-e.commitTime)/this.fadeDuration:1,a=e?e.opacities:{},i=e?e.variableOffsets:{},o=e?e.placedOrientations:{};for(var s in this.placements){var l=this.placements[s],c=a[s];c?(this.opacities[s]=new he(c,n,l.text,l.icon),r=r||l.text!==c.text.placed||l.icon!==c.icon.placed):(this.opacities[s]=new he(null,n,l.text,l.icon,l.skipFade),r=r||l.text||l.icon)}for(var u in a){var h=a[u];if(!this.opacities[u]){var f=new he(h,n,!1,!1);f.isHidden()||(this.opacities[u]=f,r=r||h.text.placed||h.icon.placed)}}for(var p in i)this.variableOffsets[p]||!this.opacities[p]||this.opacities[p].isHidden()||(this.variableOffsets[p]=i[p]);for(var d in o)this.placedOrientations[d]||!this.opacities[d]||this.opacities[d].isHidden()||(this.placedOrientations[d]=o[d]);r?this.lastPlacementChangeTime=t:\"number\"!=typeof this.lastPlacementChangeTime&&(this.lastPlacementChangeTime=e?e.lastPlacementChangeTime:t)},ve.prototype.updateLayerOpacities=function(t,e){for(var r={},n=0,a=e;n<a.length;n+=1){var i=a[n],o=i.getBucket(t);o&&i.latestFeatureIndex&&t.id===o.layerIds[0]&&this.updateBucketOpacities(o,r,i.collisionBoxArray)}},ve.prototype.updateBucketOpacities=function(e,r,n){e.hasTextData()&&e.text.opacityVertexArray.clear(),e.hasIconData()&&e.icon.opacityVertexArray.clear(),e.hasCollisionBoxData()&&e.collisionBox.collisionVertexArray.clear(),e.hasCollisionCircleData()&&e.collisionCircle.collisionVertexArray.clear();var a=e.layers[0].layout,i=new he(null,0,!1,!1,!0),o=a.get(\"text-allow-overlap\"),s=a.get(\"icon-allow-overlap\"),l=a.get(\"text-variable-anchor\"),c=\"map\"===a.get(\"text-rotation-alignment\"),u=\"map\"===a.get(\"text-pitch-alignment\"),h=new he(null,0,o&&(s||!e.hasIconData()||a.get(\"icon-optional\")),s&&(o||!e.hasTextData()||a.get(\"text-optional\")),!0);!e.collisionArrays&&n&&(e.hasCollisionBoxData()||e.hasCollisionCircleData())&&e.deserializeCollisionBoxes(n);for(var f=0;f<e.symbolInstances.length;f++){var p=e.symbolInstances.get(f),d=p.numHorizontalGlyphVertices,g=p.numVerticalGlyphVertices,v=p.crossTileID,m=r[v],y=this.opacities[v];m?y=i:y||(y=h,this.opacities[v]=y),r[v]=!0;var x=d>0||g>0,b=p.numIconVertices>0;if(x){for(var _=Me(y.text),w=(d+g)/4,k=0;k<w;k++)e.text.opacityVertexArray.emplaceBack(_);var T=y.text.isHidden()?1:0,M=this.placedOrientations[p.crossTileID],A=M===t.WritingMode.horizontal||M===t.WritingMode.horizontalOnly?1:0,S=M===t.WritingMode.vertical?1:0;[p.rightJustifiedTextSymbolIndex,p.centerJustifiedTextSymbolIndex,p.leftJustifiedTextSymbolIndex].forEach(function(t){t>=0&&(e.text.placedSymbolArray.get(t).hidden=T||S)}),p.verticalPlacedTextSymbolIndex>=0&&(e.text.placedSymbolArray.get(p.verticalPlacedTextSymbolIndex).hidden=T||A);var E=this.variableOffsets[p.crossTileID];E&&this.markUsedJustification(e,E.anchor,p,M);var L=this.placedOrientations[p.crossTileID];L&&(this.markUsedJustification(e,\"left\",p,L),this.markUsedOrientation(e,L,p))}if(b){for(var C=Me(y.icon),P=0;P<p.numIconVertices/4;P++)e.icon.opacityVertexArray.emplaceBack(C);e.icon.placedSymbolArray.get(f).hidden=y.icon.isHidden()}if(e.hasCollisionBoxData()||e.hasCollisionCircleData()){var O=e.collisionArrays[f];if(O){if(O.textBox){var z=new t.Point(0,0),I=!0;if(l){var D=this.variableOffsets[v];D?(z=ge(D.anchor,D.width,D.height,D.radialOffset,D.textBoxScale),c&&z._rotate(u?this.transform.angle:-this.transform.angle)):I=!1}me(e.collisionBox.collisionVertexArray,y.text.placed,!I,z.x,z.y)}O.iconBox&&me(e.collisionBox.collisionVertexArray,y.icon.placed,!1);var R=O.textCircles;if(R&&e.hasCollisionCircleData())for(var F=0;F<R.length;F+=5){var B=m||0===R[F+4];me(e.collisionCircle.collisionVertexArray,y.text.placed,B)}}}}e.sortFeatures(this.transform.angle),this.retainedQueryData[e.bucketInstanceId]&&(this.retainedQueryData[e.bucketInstanceId].featureSortOrder=e.featureSortOrder),e.hasTextData()&&e.text.opacityVertexBuffer&&e.text.opacityVertexBuffer.updateData(e.text.opacityVertexArray),e.hasIconData()&&e.icon.opacityVertexBuffer&&e.icon.opacityVertexBuffer.updateData(e.icon.opacityVertexArray),e.hasCollisionBoxData()&&e.collisionBox.collisionVertexBuffer&&e.collisionBox.collisionVertexBuffer.updateData(e.collisionBox.collisionVertexArray),e.hasCollisionCircleData()&&e.collisionCircle.collisionVertexBuffer&&e.collisionCircle.collisionVertexBuffer.updateData(e.collisionCircle.collisionVertexArray)},ve.prototype.symbolFadeChange=function(t){return 0===this.fadeDuration?1:(t-this.commitTime)/this.fadeDuration},ve.prototype.hasTransitions=function(t){return this.stale||t-this.lastPlacementChangeTime<this.fadeDuration},ve.prototype.stillRecent=function(t){return this.commitTime+this.fadeDuration>t},ve.prototype.setStale=function(){this.stale=!0};var ye=Math.pow(2,25),xe=Math.pow(2,24),be=Math.pow(2,17),_e=Math.pow(2,16),we=Math.pow(2,9),ke=Math.pow(2,8),Te=Math.pow(2,1);function Me(t){if(0===t.opacity&&!t.placed)return 0;if(1===t.opacity&&t.placed)return 4294967295;var e=t.placed?1:0,r=Math.floor(127*t.opacity);return r*ye+e*xe+r*be+e*_e+r*we+e*ke+r*Te+e}var Ae=function(){this._currentTileIndex=0,this._seenCrossTileIDs={}};Ae.prototype.continuePlacement=function(t,e,r,n,a){for(;this._currentTileIndex<t.length;){var i=t[this._currentTileIndex];if(e.placeLayerTile(n,i,r,this._seenCrossTileIDs),this._currentTileIndex++,a())return!0}};var Se=function(t,e,r,n,a,i,o){this.placement=new ve(t,a,i,o),this._currentPlacementIndex=e.length-1,this._forceFullPlacement=r,this._showCollisionBoxes=n,this._done=!1};Se.prototype.isDone=function(){return this._done},Se.prototype.continuePlacement=function(e,r,n){for(var a=this,i=t.browser.now(),o=function(){var e=t.browser.now()-i;return!a._forceFullPlacement&&e>2};this._currentPlacementIndex>=0;){var s=r[e[this._currentPlacementIndex]],l=this.placement.collisionIndex.transform.zoom;if(\"symbol\"===s.type&&(!s.minzoom||s.minzoom<=l)&&(!s.maxzoom||s.maxzoom>l)){if(this._inProgressLayer||(this._inProgressLayer=new Ae),this._inProgressLayer.continuePlacement(n[s.source],this.placement,this._showCollisionBoxes,s,o))return;delete this._inProgressLayer}this._currentPlacementIndex--}this._done=!0},Se.prototype.commit=function(t){return this.placement.commit(t),this.placement};var Ee=512/t.EXTENT/2,Le=function(t,e,r){this.tileID=t,this.indexedSymbolInstances={},this.bucketInstanceId=r;for(var n=0;n<e.length;n++){var a=e.get(n),i=a.key;this.indexedSymbolInstances[i]||(this.indexedSymbolInstances[i]=[]),this.indexedSymbolInstances[i].push({crossTileID:a.crossTileID,coord:this.getScaledCoordinates(a,t)})}};Le.prototype.getScaledCoordinates=function(e,r){var n=r.canonical.z-this.tileID.canonical.z,a=Ee/Math.pow(2,n);return{x:Math.floor((r.canonical.x*t.EXTENT+e.anchorX)*a),y:Math.floor((r.canonical.y*t.EXTENT+e.anchorY)*a)}},Le.prototype.findMatches=function(t,e,r){for(var n=this.tileID.canonical.z<e.canonical.z?1:Math.pow(2,this.tileID.canonical.z-e.canonical.z),a=0;a<t.length;a++){var i=t.get(a);if(!i.crossTileID){var o=this.indexedSymbolInstances[i.key];if(o)for(var s=this.getScaledCoordinates(i,e),l=0,c=o;l<c.length;l+=1){var u=c[l];if(Math.abs(u.coord.x-s.x)<=n&&Math.abs(u.coord.y-s.y)<=n&&!r[u.crossTileID]){r[u.crossTileID]=!0,i.crossTileID=u.crossTileID;break}}}}};var Ce=function(){this.maxCrossTileID=0};Ce.prototype.generate=function(){return++this.maxCrossTileID};var Pe=function(){this.indexes={},this.usedCrossTileIDs={},this.lng=0};Pe.prototype.handleWrapJump=function(t){var e=Math.round((t-this.lng)/360);if(0!==e)for(var r in this.indexes){var n=this.indexes[r],a={};for(var i in n){var o=n[i];o.tileID=o.tileID.unwrapTo(o.tileID.wrap+e),a[o.tileID.key]=o}this.indexes[r]=a}this.lng=t},Pe.prototype.addBucket=function(t,e,r){if(this.indexes[t.overscaledZ]&&this.indexes[t.overscaledZ][t.key]){if(this.indexes[t.overscaledZ][t.key].bucketInstanceId===e.bucketInstanceId)return!1;this.removeBucketCrossTileIDs(t.overscaledZ,this.indexes[t.overscaledZ][t.key])}for(var n=0;n<e.symbolInstances.length;n++)e.symbolInstances.get(n).crossTileID=0;this.usedCrossTileIDs[t.overscaledZ]||(this.usedCrossTileIDs[t.overscaledZ]={});var a=this.usedCrossTileIDs[t.overscaledZ];for(var i in this.indexes){var o=this.indexes[i];if(Number(i)>t.overscaledZ)for(var s in o){var l=o[s];l.tileID.isChildOf(t)&&l.findMatches(e.symbolInstances,t,a)}else{var c=o[t.scaledTo(Number(i)).key];c&&c.findMatches(e.symbolInstances,t,a)}}for(var u=0;u<e.symbolInstances.length;u++){var h=e.symbolInstances.get(u);h.crossTileID||(h.crossTileID=r.generate(),a[h.crossTileID]=!0)}return void 0===this.indexes[t.overscaledZ]&&(this.indexes[t.overscaledZ]={}),this.indexes[t.overscaledZ][t.key]=new Le(t,e.symbolInstances,e.bucketInstanceId),!0},Pe.prototype.removeBucketCrossTileIDs=function(t,e){for(var r in e.indexedSymbolInstances)for(var n=0,a=e.indexedSymbolInstances[r];n<a.length;n+=1){var i=a[n];delete this.usedCrossTileIDs[t][i.crossTileID]}},Pe.prototype.removeStaleBuckets=function(t){var e=!1;for(var r in this.indexes){var n=this.indexes[r];for(var a in n)t[n[a].bucketInstanceId]||(this.removeBucketCrossTileIDs(r,n[a]),delete n[a],e=!0)}return e};var Oe=function(){this.layerIndexes={},this.crossTileIDs=new Ce,this.maxBucketInstanceId=0,this.bucketsInCurrentPlacement={}};Oe.prototype.addLayer=function(t,e,r){var n=this.layerIndexes[t.id];void 0===n&&(n=this.layerIndexes[t.id]=new Pe);var a=!1,i={};n.handleWrapJump(r);for(var o=0,s=e;o<s.length;o+=1){var l=s[o],c=l.getBucket(t);c&&t.id===c.layerIds[0]&&(c.bucketInstanceId||(c.bucketInstanceId=++this.maxBucketInstanceId),n.addBucket(l.tileID,c,this.crossTileIDs)&&(a=!0),i[c.bucketInstanceId]=!0)}return n.removeStaleBuckets(i)&&(a=!0),a},Oe.prototype.pruneUnusedLayers=function(t){var e={};for(var r in t.forEach(function(t){e[t]=!0}),this.layerIndexes)e[r]||delete this.layerIndexes[r]};var ze=function(e,r){return t.emitValidationErrors(e,r&&r.filter(function(t){return\"source.canvas\"!==t.identifier}))},Ie=t.pick(Nt,[\"addLayer\",\"removeLayer\",\"setPaintProperty\",\"setLayoutProperty\",\"setFilter\",\"addSource\",\"removeSource\",\"setLayerZoomRange\",\"setLight\",\"setTransition\",\"setGeoJSONSourceData\"]),De=t.pick(Nt,[\"setCenter\",\"setZoom\",\"setBearing\",\"setPitch\"]),Re=function(e){function r(n,a){var i=this;void 0===a&&(a={}),e.call(this),this.map=n,this.dispatcher=new T((Dt||(Dt=new It),Dt),this),this.imageManager=new f,this.imageManager.setEventedParent(this),this.glyphManager=new x(n._requestManager,a.localIdeographFontFamily),this.lineAtlas=new k(256,512),this.crossTileSymbolIndex=new Oe,this._layers={},this._order=[],this.sourceCaches={},this.zoomHistory=new t.ZoomHistory,this._loaded=!1,this._resetUpdates(),this.dispatcher.broadcast(\"setReferrer\",t.getReferrer());var o=this;this._rtlTextPluginCallback=r.registerForPluginAvailability(function(t){for(var e in o.dispatcher.broadcast(\"loadRTLTextPlugin\",t.pluginURL,t.completionCallback),o.sourceCaches)o.sourceCaches[e].reload()}),this.on(\"data\",function(t){if(\"source\"===t.dataType&&\"metadata\"===t.sourceDataType){var e=i.sourceCaches[t.sourceId];if(e){var r=e.getSource();if(r&&r.vectorLayerIds)for(var n in i._layers){var a=i._layers[n];a.source===r.id&&i._validateLayer(a)}}}})}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadURL=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"}));var a=\"boolean\"==typeof r.validate?r.validate:!t.isMapboxURL(e);e=this.map._requestManager.normalizeStyleURL(e,r.accessToken);var i=this.map._requestManager.transformRequest(e,t.ResourceType.Style);this._request=t.getJSON(i,function(e,r){n._request=null,e?n.fire(new t.ErrorEvent(e)):r&&n._load(r,a)})},r.prototype.loadJSON=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._request=t.browser.frame(function(){n._request=null,n._load(e,!1!==r.validate)})},r.prototype._load=function(e,r){var n=this;if(!r||!ze(this,t.validateStyle(e))){for(var a in this._loaded=!0,this.stylesheet=e,e.sources)this.addSource(a,e.sources[a],{validate:!1});e.sprite?this._spriteRequest=function(e,r,n){var a,i,o,s=t.browser.devicePixelRatio>1?\"@2x\":\"\",l=t.getJSON(r.transformRequest(r.normalizeSpriteURL(e,s,\".json\"),t.ResourceType.SpriteJSON),function(t,e){l=null,o||(o=t,a=e,u())}),c=t.getImage(r.transformRequest(r.normalizeSpriteURL(e,s,\".png\"),t.ResourceType.SpriteImage),function(t,e){c=null,o||(o=t,i=e,u())});function u(){if(o)n(o);else if(a&&i){var e=t.browser.getImageData(i),r={};for(var s in a){var l=a[s],c=l.width,u=l.height,h=l.x,f=l.y,p=l.sdf,d=l.pixelRatio,g=new t.RGBAImage({width:c,height:u});t.RGBAImage.copy(e,g,{x:h,y:f},{x:0,y:0},{width:c,height:u}),r[s]={data:g,pixelRatio:d,sdf:p}}n(null,r)}}return{cancel:function(){l&&(l.cancel(),l=null),c&&(c.cancel(),c=null)}}}(e.sprite,this.map._requestManager,function(e,r){if(n._spriteRequest=null,e)n.fire(new t.ErrorEvent(e));else if(r)for(var a in r)n.imageManager.addImage(a,r[a]);n.imageManager.setLoaded(!0),n.fire(new t.Event(\"data\",{dataType:\"style\"}))}):this.imageManager.setLoaded(!0),this.glyphManager.setURL(e.glyphs);var i=Bt(this.stylesheet.layers);this._order=i.map(function(t){return t.id}),this._layers={};for(var o=0,s=i;o<s.length;o+=1){var l=s[o];(l=t.createStyleLayer(l)).setEventedParent(this,{layer:{id:l.id}}),this._layers[l.id]=l}this.dispatcher.broadcast(\"setLayers\",this._serializeLayers(this._order)),this.light=new w(this.stylesheet.light),this.fire(new t.Event(\"data\",{dataType:\"style\"})),this.fire(new t.Event(\"style.load\"))}},r.prototype._validateLayer=function(e){var r=this.sourceCaches[e.source];if(r){var n=e.sourceLayer;if(n){var a=r.getSource();(\"geojson\"===a.type||a.vectorLayerIds&&-1===a.vectorLayerIds.indexOf(n))&&this.fire(new t.ErrorEvent(new Error('Source layer \"'+n+'\" does not exist on source \"'+a.id+'\" as specified by style layer \"'+e.id+'\"')))}}},r.prototype.loaded=function(){if(!this._loaded)return!1;if(Object.keys(this._updatedSources).length)return!1;for(var t in this.sourceCaches)if(!this.sourceCaches[t].loaded())return!1;return!!this.imageManager.isLoaded()},r.prototype._serializeLayers=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var a=n[r],i=this._layers[a];\"custom\"!==i.type&&e.push(i.serialize())}return e},r.prototype.hasTransitions=function(){if(this.light&&this.light.hasTransition())return!0;for(var t in this.sourceCaches)if(this.sourceCaches[t].hasTransition())return!0;for(var e in this._layers)if(this._layers[e].hasTransition())return!0;return!1},r.prototype._checkLoaded=function(){if(!this._loaded)throw new Error(\"Style is not done loading\")},r.prototype.update=function(e){if(this._loaded){var r=this._changed;if(this._changed){var n=Object.keys(this._updatedLayers),a=Object.keys(this._removedLayers);for(var i in(n.length||a.length)&&this._updateWorkerLayers(n,a),this._updatedSources){var o=this._updatedSources[i];\"reload\"===o?this._reloadSource(i):\"clear\"===o&&this._clearSource(i)}for(var s in this._updatedPaintProps)this._layers[s].updateTransitions(e);this.light.updateTransitions(e),this._resetUpdates()}for(var l in this.sourceCaches)this.sourceCaches[l].used=!1;for(var c=0,u=this._order;c<u.length;c+=1){var h=u[c],f=this._layers[h];f.recalculate(e),!f.isHidden(e.zoom)&&f.source&&(this.sourceCaches[f.source].used=!0)}this.light.recalculate(e),this.z=e.zoom,r&&this.fire(new t.Event(\"data\",{dataType:\"style\"}))}},r.prototype._updateWorkerLayers=function(t,e){this.dispatcher.broadcast(\"updateLayers\",{layers:this._serializeLayers(t),removedIds:e})},r.prototype._resetUpdates=function(){this._changed=!1,this._updatedLayers={},this._removedLayers={},this._updatedSources={},this._updatedPaintProps={}},r.prototype.setState=function(e){var r=this;if(this._checkLoaded(),ze(this,t.validateStyle(e)))return!1;(e=t.clone$1(e)).layers=Bt(e.layers);var n=function(e,r){if(!e)return[{command:Nt.setStyle,args:[r]}];var n=[];try{if(!t.deepEqual(e.version,r.version))return[{command:Nt.setStyle,args:[r]}];t.deepEqual(e.center,r.center)||n.push({command:Nt.setCenter,args:[r.center]}),t.deepEqual(e.zoom,r.zoom)||n.push({command:Nt.setZoom,args:[r.zoom]}),t.deepEqual(e.bearing,r.bearing)||n.push({command:Nt.setBearing,args:[r.bearing]}),t.deepEqual(e.pitch,r.pitch)||n.push({command:Nt.setPitch,args:[r.pitch]}),t.deepEqual(e.sprite,r.sprite)||n.push({command:Nt.setSprite,args:[r.sprite]}),t.deepEqual(e.glyphs,r.glyphs)||n.push({command:Nt.setGlyphs,args:[r.glyphs]}),t.deepEqual(e.transition,r.transition)||n.push({command:Nt.setTransition,args:[r.transition]}),t.deepEqual(e.light,r.light)||n.push({command:Nt.setLight,args:[r.light]});var a={},i=[];!function(e,r,n,a){var i;for(i in r=r||{},e=e||{})e.hasOwnProperty(i)&&(r.hasOwnProperty(i)||Vt(i,n,a));for(i in r)r.hasOwnProperty(i)&&(e.hasOwnProperty(i)?t.deepEqual(e[i],r[i])||(\"geojson\"===e[i].type&&\"geojson\"===r[i].type&&qt(e,r,i)?n.push({command:Nt.setGeoJSONSourceData,args:[i,r[i].data]}):Ut(i,r,n,a)):jt(i,r,n))}(e.sources,r.sources,i,a);var o=[];e.layers&&e.layers.forEach(function(t){a[t.source]?n.push({command:Nt.removeLayer,args:[t.id]}):o.push(t)}),n=n.concat(i),function(e,r,n){r=r||[];var a,i,o,s,l,c,u,h=(e=e||[]).map(Gt),f=r.map(Gt),p=e.reduce(Yt,{}),d=r.reduce(Yt,{}),g=h.slice(),v=Object.create(null);for(a=0,i=0;a<h.length;a++)o=h[a],d.hasOwnProperty(o)?i++:(n.push({command:Nt.removeLayer,args:[o]}),g.splice(g.indexOf(o,i),1));for(a=0,i=0;a<f.length;a++)o=f[f.length-1-a],g[g.length-1-a]!==o&&(p.hasOwnProperty(o)?(n.push({command:Nt.removeLayer,args:[o]}),g.splice(g.lastIndexOf(o,g.length-i),1)):i++,c=g[g.length-a],n.push({command:Nt.addLayer,args:[d[o],c]}),g.splice(g.length-a,0,o),v[o]=!0);for(a=0;a<f.length;a++)if(s=p[o=f[a]],l=d[o],!v[o]&&!t.deepEqual(s,l))if(t.deepEqual(s.source,l.source)&&t.deepEqual(s[\"source-layer\"],l[\"source-layer\"])&&t.deepEqual(s.type,l.type)){for(u in Ht(s.layout,l.layout,n,o,null,Nt.setLayoutProperty),Ht(s.paint,l.paint,n,o,null,Nt.setPaintProperty),t.deepEqual(s.filter,l.filter)||n.push({command:Nt.setFilter,args:[o,l.filter]}),t.deepEqual(s.minzoom,l.minzoom)&&t.deepEqual(s.maxzoom,l.maxzoom)||n.push({command:Nt.setLayerZoomRange,args:[o,l.minzoom,l.maxzoom]}),s)s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Ht(s[u],l[u],n,o,u.slice(6),Nt.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Nt.setLayerProperty,args:[o,u,l[u]]}));for(u in l)l.hasOwnProperty(u)&&!s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Ht(s[u],l[u],n,o,u.slice(6),Nt.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Nt.setLayerProperty,args:[o,u,l[u]]}))}else n.push({command:Nt.removeLayer,args:[o]}),c=g[g.lastIndexOf(o)+1],n.push({command:Nt.addLayer,args:[l,c]})}(o,r.layers,n)}catch(t){console.warn(\"Unable to compute style diff:\",t),n=[{command:Nt.setStyle,args:[r]}]}return n}(this.serialize(),e).filter(function(t){return!(t.command in De)});if(0===n.length)return!1;var a=n.filter(function(t){return!(t.command in Ie)});if(a.length>0)throw new Error(\"Unimplemented: \"+a.map(function(t){return t.command}).join(\", \")+\".\");return n.forEach(function(t){\"setTransition\"!==t.command&&r[t.command].apply(r,t.args)}),this.stylesheet=e,!0},r.prototype.addImage=function(e,r){if(this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"An image with this name already exists.\")));this.imageManager.addImage(e,r),this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.updateImage=function(t,e){this.imageManager.updateImage(t,e)},r.prototype.getImage=function(t){return this.imageManager.getImage(t)},r.prototype.removeImage=function(e){if(!this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"No image with this name exists.\")));this.imageManager.removeImage(e),this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.listImages=function(){return this._checkLoaded(),this.imageManager.listImages()},r.prototype.addSource=function(e,r,n){var a=this;if(void 0===n&&(n={}),this._checkLoaded(),void 0!==this.sourceCaches[e])throw new Error(\"There is already a source with this ID\");if(!r.type)throw new Error(\"The type property must be defined, but the only the following properties were given: \"+Object.keys(r).join(\", \")+\".\");if(!([\"vector\",\"raster\",\"geojson\",\"video\",\"image\"].indexOf(r.type)>=0&&this._validate(t.validateStyle.source,\"sources.\"+e,r,null,n))){this.map&&this.map._collectResourceTiming&&(r.collectResourceTiming=!0);var i=this.sourceCaches[e]=new Ct(e,r,this.dispatcher);i.style=this,i.setEventedParent(this,function(){return{isSourceLoaded:a.loaded(),source:i.serialize(),sourceId:e}}),i.onAdd(this.map),this._changed=!0}},r.prototype.removeSource=function(e){if(this._checkLoaded(),void 0===this.sourceCaches[e])throw new Error(\"There is no source with this ID\");for(var r in this._layers)if(this._layers[r].source===e)return this.fire(new t.ErrorEvent(new Error('Source \"'+e+'\" cannot be removed while layer \"'+r+'\" is using it.')));var n=this.sourceCaches[e];delete this.sourceCaches[e],delete this._updatedSources[e],n.fire(new t.Event(\"data\",{sourceDataType:\"metadata\",dataType:\"source\",sourceId:e})),n.setEventedParent(null),n.clearTiles(),n.onRemove&&n.onRemove(this.map),this._changed=!0},r.prototype.setGeoJSONSourceData=function(t,e){this._checkLoaded(),this.sourceCaches[t].getSource().setData(e),this._changed=!0},r.prototype.getSource=function(t){return this.sourceCaches[t]&&this.sourceCaches[t].getSource()},r.prototype.addLayer=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var a=e.id;if(this.getLayer(a))this.fire(new t.ErrorEvent(new Error('Layer with id \"'+a+'\" already exists on this map')));else{var i;if(\"custom\"===e.type){if(ze(this,t.validateCustomStyleLayer(e)))return;i=t.createStyleLayer(e)}else{if(\"object\"==typeof e.source&&(this.addSource(a,e.source),e=t.clone$1(e),e=t.extend(e,{source:a})),this._validate(t.validateStyle.layer,\"layers.\"+a,e,{arrayIndex:-1},n))return;i=t.createStyleLayer(e),this._validateLayer(i),i.setEventedParent(this,{layer:{id:a}})}var o=r?this._order.indexOf(r):this._order.length;if(r&&-1===o)this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.')));else{if(this._order.splice(o,0,a),this._layerOrderChanged=!0,this._layers[a]=i,this._removedLayers[a]&&i.source&&\"custom\"!==i.type){var s=this._removedLayers[a];delete this._removedLayers[a],s.type!==i.type?this._updatedSources[i.source]=\"clear\":(this._updatedSources[i.source]=\"reload\",this.sourceCaches[i.source].pause())}this._updateLayer(i),i.onAdd&&i.onAdd(this.map)}}},r.prototype.moveLayer=function(e,r){if(this._checkLoaded(),this._changed=!0,this._layers[e]){if(e!==r){var n=this._order.indexOf(e);this._order.splice(n,1);var a=r?this._order.indexOf(r):this._order.length;r&&-1===a?this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.'))):(this._order.splice(a,0,e),this._layerOrderChanged=!0)}}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be moved.\")))},r.prototype.removeLayer=function(e){this._checkLoaded();var r=this._layers[e];if(r){r.setEventedParent(null);var n=this._order.indexOf(e);this._order.splice(n,1),this._layerOrderChanged=!0,this._changed=!0,this._removedLayers[e]=r,delete this._layers[e],delete this._updatedLayers[e],delete this._updatedPaintProps[e],r.onRemove&&r.onRemove(this.map)}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be removed.\")))},r.prototype.getLayer=function(t){return this._layers[t]},r.prototype.setLayerZoomRange=function(e,r,n){this._checkLoaded();var a=this.getLayer(e);a?a.minzoom===r&&a.maxzoom===n||(null!=r&&(a.minzoom=r),null!=n&&(a.maxzoom=n),this._updateLayer(a)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot have zoom extent.\")))},r.prototype.setFilter=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var a=this.getLayer(e);if(a){if(!t.deepEqual(a.filter,r))return null==r?(a.filter=void 0,void this._updateLayer(a)):void(this._validate(t.validateStyle.filter,\"layers.\"+a.id+\".filter\",r,null,n)||(a.filter=t.clone$1(r),this._updateLayer(a)))}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be filtered.\")))},r.prototype.getFilter=function(e){return t.clone$1(this.getLayer(e).filter)},r.prototype.setLayoutProperty=function(e,r,n,a){void 0===a&&(a={}),this._checkLoaded();var i=this.getLayer(e);i?t.deepEqual(i.getLayoutProperty(r),n)||(i.setLayoutProperty(r,n,a),this._updateLayer(i)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getLayoutProperty=function(e,r){var n=this.getLayer(e);if(n)return n.getLayoutProperty(r);this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style.\")))},r.prototype.setPaintProperty=function(e,r,n,a){void 0===a&&(a={}),this._checkLoaded();var i=this.getLayer(e);i?t.deepEqual(i.getPaintProperty(r),n)||(i.setPaintProperty(r,n,a)&&this._updateLayer(i),this._changed=!0,this._updatedPaintProps[e]=!0):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getPaintProperty=function(t,e){return this.getLayer(t).getPaintProperty(e)},r.prototype.setFeatureState=function(e,r){this._checkLoaded();var n=e.source,a=e.sourceLayer,i=this.sourceCaches[n],o=parseInt(e.id,10);if(void 0!==i){var s=i.getSource().type;\"geojson\"===s&&a?this.fire(new t.ErrorEvent(new Error(\"GeoJSON sources cannot have a sourceLayer parameter.\"))):\"vector\"!==s||a?isNaN(o)||o<0?this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided and non-negative.\"))):i.setFeatureState(a,o,r):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.removeFeatureState=function(e,r){this._checkLoaded();var n=e.source,a=this.sourceCaches[n];if(void 0!==a){var i=a.getSource().type,o=\"vector\"===i?e.sourceLayer:void 0,s=parseInt(e.id,10);\"vector\"!==i||o?void 0!==e.id&&isNaN(s)||s<0?this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be non-negative.\"))):r&&\"string\"!=typeof e.id&&\"number\"!=typeof e.id?this.fire(new t.ErrorEvent(new Error(\"A feature id is requred to remove its specific state property.\"))):a.removeFeatureState(o,s,r):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.getFeatureState=function(e){this._checkLoaded();var r=e.source,n=e.sourceLayer,a=this.sourceCaches[r],i=parseInt(e.id,10);if(void 0!==a)if(\"vector\"!==a.getSource().type||n){if(!(isNaN(i)||i<0))return a.getFeatureState(n,i);this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided and non-negative.\")))}else this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")));else this.fire(new t.ErrorEvent(new Error(\"The source '\"+r+\"' does not exist in the map's style.\")))},r.prototype.getTransition=function(){return t.extend({duration:300,delay:0},this.stylesheet&&this.stylesheet.transition)},r.prototype.serialize=function(){return t.filterObject({version:this.stylesheet.version,name:this.stylesheet.name,metadata:this.stylesheet.metadata,light:this.stylesheet.light,center:this.stylesheet.center,zoom:this.stylesheet.zoom,bearing:this.stylesheet.bearing,pitch:this.stylesheet.pitch,sprite:this.stylesheet.sprite,glyphs:this.stylesheet.glyphs,transition:this.stylesheet.transition,sources:t.mapObject(this.sourceCaches,function(t){return t.serialize()}),layers:this._serializeLayers(this._order)},function(t){return void 0!==t})},r.prototype._updateLayer=function(t){this._updatedLayers[t.id]=!0,t.source&&!this._updatedSources[t.source]&&(this._updatedSources[t.source]=\"reload\",this.sourceCaches[t.source].pause()),this._changed=!0},r.prototype._flattenAndSortRenderedFeatures=function(t){for(var e=this,r=function(t){return\"fill-extrusion\"===e._layers[t].type},n={},a=[],i=this._order.length-1;i>=0;i--){var o=this._order[i];if(r(o)){n[o]=i;for(var s=0,l=t;s<l.length;s+=1){var c=l[s][o];if(c)for(var u=0,h=c;u<h.length;u+=1){var f=h[u];a.push(f)}}}}a.sort(function(t,e){return e.intersectionZ-t.intersectionZ});for(var p=[],d=this._order.length-1;d>=0;d--){var g=this._order[d];if(r(g))for(var v=a.length-1;v>=0;v--){var m=a[v].feature;if(n[m.layer.id]<d)break;p.push(m),a.pop()}else for(var y=0,x=t;y<x.length;y+=1){var b=x[y][g];if(b)for(var _=0,w=b;_<w.length;_+=1){var k=w[_];p.push(k.feature)}}}return p},r.prototype.queryRenderedFeatures=function(e,r,n){r&&r.filter&&this._validate(t.validateStyle.filter,\"queryRenderedFeatures.filter\",r.filter,null,r);var a={};if(r&&r.layers){if(!Array.isArray(r.layers))return this.fire(new t.ErrorEvent(new Error(\"parameters.layers must be an Array.\"))),[];for(var i=0,o=r.layers;i<o.length;i+=1){var s=o[i],l=this._layers[s];if(!l)return this.fire(new t.ErrorEvent(new Error(\"The layer '\"+s+\"' does not exist in the map's style and cannot be queried for features.\"))),[];a[l.source]=!0}}var c=[];for(var u in this.sourceCaches)r.layers&&!a[u]||c.push(F(this.sourceCaches[u],this._layers,e,r,n));return this.placement&&c.push(function(t,e,r,n,a,i){for(var o={},s=a.queryRenderedSymbols(r),l=[],c=0,u=Object.keys(s).map(Number);c<u.length;c+=1){var h=u[c];l.push(i[h])}l.sort(B);for(var f=function(){var e=d[p],r=e.featureIndex.lookupSymbolFeatures(s[e.bucketInstanceId],e.bucketIndex,e.sourceLayerIndex,n.filter,n.layers,t);for(var a in r){var i=o[a]=o[a]||[],l=r[a];l.sort(function(t,r){var n=e.featureSortOrder;if(n){var a=n.indexOf(t.featureIndex);return n.indexOf(r.featureIndex)-a}return r.featureIndex-t.featureIndex});for(var c=0,u=l;c<u.length;c+=1){var h=u[c];i.push(h)}}},p=0,d=l;p<d.length;p+=1)f();var g=function(r){o[r].forEach(function(n){var a=n.feature,i=t[r],o=e[i.source].getFeatureState(a.layer[\"source-layer\"],a.id);a.source=a.layer.source,a.layer[\"source-layer\"]&&(a.sourceLayer=a.layer[\"source-layer\"]),a.state=o})};for(var v in o)g(v);return o}(this._layers,this.sourceCaches,e,r,this.placement.collisionIndex,this.placement.retainedQueryData)),this._flattenAndSortRenderedFeatures(c)},r.prototype.querySourceFeatures=function(e,r){r&&r.filter&&this._validate(t.validateStyle.filter,\"querySourceFeatures.filter\",r.filter,null,r);var n=this.sourceCaches[e];return n?function(t,e){for(var r=t.getRenderableIds().map(function(e){return t.getTileByID(e)}),n=[],a={},i=0;i<r.length;i++){var o=r[i],s=o.tileID.canonical.key;a[s]||(a[s]=!0,o.querySourceFeatures(n,e))}return n}(n,r):[]},r.prototype.addSourceType=function(t,e,n){return r.getSourceType(t)?n(new Error('A source type called \"'+t+'\" already exists.')):(r.setSourceType(t,e),e.workerSourceURL?void this.dispatcher.broadcast(\"loadWorkerSource\",{name:t,url:e.workerSourceURL},n):n(null,null))},r.prototype.getLight=function(){return this.light.getLight()},r.prototype.setLight=function(e,r){void 0===r&&(r={}),this._checkLoaded();var n=this.light.getLight(),a=!1;for(var i in e)if(!t.deepEqual(e[i],n[i])){a=!0;break}if(a){var o={now:t.browser.now(),transition:t.extend({duration:300,delay:0},this.stylesheet.transition)};this.light.setLight(e,r),this.light.updateTransitions(o)}},r.prototype._validate=function(e,r,n,a,i){return void 0===i&&(i={}),(!i||!1!==i.validate)&&ze(this,e.call(t.validateStyle,t.extend({key:r,style:this.serialize(),value:n,styleSpec:t.styleSpec},a)))},r.prototype._remove=function(){for(var e in this._request&&(this._request.cancel(),this._request=null),this._spriteRequest&&(this._spriteRequest.cancel(),this._spriteRequest=null),t.evented.off(\"pluginAvailable\",this._rtlTextPluginCallback),this.sourceCaches)this.sourceCaches[e].clearTiles();this.dispatcher.remove()},r.prototype._clearSource=function(t){this.sourceCaches[t].clearTiles()},r.prototype._reloadSource=function(t){this.sourceCaches[t].resume(),this.sourceCaches[t].reload()},r.prototype._updateSources=function(t){for(var e in this.sourceCaches)this.sourceCaches[e].update(t)},r.prototype._generateCollisionBoxes=function(){for(var t in this.sourceCaches)this._reloadSource(t)},r.prototype._updatePlacement=function(e,r,n,a){for(var i=!1,o=!1,s={},l=0,c=this._order;l<c.length;l+=1){var u=c[l],h=this._layers[u];if(\"symbol\"===h.type){if(!s[h.source]){var f=this.sourceCaches[h.source];s[h.source]=f.getRenderableIds(!0).map(function(t){return f.getTileByID(t)}).sort(function(t,e){return e.tileID.overscaledZ-t.tileID.overscaledZ||(t.tileID.isLessThan(e.tileID)?-1:1)})}var p=this.crossTileSymbolIndex.addLayer(h,s[h.source],e.center.lng);i=i||p}}this.crossTileSymbolIndex.pruneUnusedLayers(this._order);var d=this._layerOrderChanged||0===n;if((d||!this.pauseablePlacement||this.pauseablePlacement.isDone()&&!this.placement.stillRecent(t.browser.now()))&&(this.pauseablePlacement=new Se(e,this._order,d,r,n,a,this.placement),this._layerOrderChanged=!1),this.pauseablePlacement.isDone()?this.placement.setStale():(this.pauseablePlacement.continuePlacement(this._order,this._layers,s),this.pauseablePlacement.isDone()&&(this.placement=this.pauseablePlacement.commit(t.browser.now()),o=!0),i&&this.pauseablePlacement.placement.setStale()),o||i)for(var g=0,v=this._order;g<v.length;g+=1){var m=v[g],y=this._layers[m];\"symbol\"===y.type&&this.placement.updateLayerOpacities(y,s[y.source])}return!this.pauseablePlacement.isDone()||this.placement.hasTransitions(t.browser.now())},r.prototype._releaseSymbolFadeTiles=function(){for(var t in this.sourceCaches)this.sourceCaches[t].releaseSymbolFadeTiles()},r.prototype.getImages=function(t,e,r){this.imageManager.getImages(e.icons,r)},r.prototype.getGlyphs=function(t,e,r){this.glyphManager.getGlyphs(e.stacks,r)},r.prototype.getResource=function(e,r,n){return t.makeRequest(r,n)},r}(t.Evented);Re.getSourceType=function(t){return I[t]},Re.setSourceType=function(t,e){I[t]=e},Re.registerForPluginAvailability=t.registerForPluginAvailability;var Fe=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2}]),Be=cr(\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\",\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\\nvec2 unpack_float(const float packedValue) {int packedIntValue=int(packedValue);int v0=packedIntValue/256;return vec2(v0,packedIntValue-v0*256);}vec2 unpack_opacity(const float packedOpacity) {int intOpacity=int(packedOpacity)/2;return vec2(float(intOpacity)/127.0,mod(packedOpacity,2.0));}vec4 decode_color(const vec2 encodedColor) {return vec4(unpack_float(encodedColor[0])/255.0,unpack_float(encodedColor[1])/255.0\\n);}float unpack_mix_vec2(const vec2 packedValue,const float t) {return mix(packedValue[0],packedValue[1],t);}vec4 unpack_mix_color(const vec4 packedColors,const float t) {vec4 minColor=decode_color(vec2(packedColors[0],packedColors[1]));vec4 maxColor=decode_color(vec2(packedColors[2],packedColors[3]));return mix(minColor,maxColor,t);}vec2 get_pattern_pos(const vec2 pixel_coord_upper,const vec2 pixel_coord_lower,const vec2 pattern_size,const float tile_units_to_pixels,const vec2 pos) {vec2 offset=mod(mod(mod(pixel_coord_upper,pattern_size)*256.0,pattern_size)*256.0+pixel_coord_lower,pattern_size);return (tile_units_to_pixels*pos+offset)/pattern_size;}\"),Ne=cr(\"uniform vec4 u_color;uniform float u_opacity;void main() {gl_FragColor=u_color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),je=cr(\"uniform vec2 u_pattern_tl_a;uniform vec2 u_pattern_br_a;uniform vec2 u_pattern_tl_b;uniform vec2 u_pattern_br_b;uniform vec2 u_texsize;uniform float u_mix;uniform float u_opacity;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(u_pattern_tl_a/u_texsize,u_pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(u_pattern_tl_b/u_texsize,u_pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_mix)*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pattern_size_a;uniform vec2 u_pattern_size_b;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_scale_a;uniform float u_scale_b;uniform float u_tile_units_to_pixels;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_a*u_pattern_size_a,u_tile_units_to_pixels,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_b*u_pattern_size_b,u_tile_units_to_pixels,a_pos);}\"),Ve=cr(\"varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=v_data.xy;float extrude_length=length(extrude);lowp float antialiasblur=v_data.z;float antialiased_blur=-max(blur,antialiasblur);float opacity_t=smoothstep(0.0,antialiased_blur,extrude_length-1.0);float color_t=stroke_width < 0.01 ? 0.0 : smoothstep(antialiased_blur,0.0,extrude_length-radius/(radius+stroke_width));gl_FragColor=opacity_t*mix(color*opacity,stroke_color*stroke_opacity,color_t);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform bool u_scale_with_map;uniform bool u_pitch_with_map;uniform vec2 u_extrude_scale;uniform lowp float u_device_pixel_ratio;uniform highp float u_camera_to_center_distance;attribute vec2 a_pos;varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main(void) {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=vec2(mod(a_pos,2.0)*2.0-1.0);vec2 circle_center=floor(a_pos*0.5);if (u_pitch_with_map) {vec2 corner_position=circle_center;if (u_scale_with_map) {corner_position+=extrude*(radius+stroke_width)*u_extrude_scale;} else {vec4 projected_center=u_matrix*vec4(circle_center,0,1);corner_position+=extrude*(radius+stroke_width)*u_extrude_scale*(projected_center.w/u_camera_to_center_distance);}gl_Position=u_matrix*vec4(corner_position,0,1);} else {gl_Position=u_matrix*vec4(circle_center,0,1);if (u_scale_with_map) {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*u_camera_to_center_distance;} else {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*gl_Position.w;}}lowp float antialiasblur=1.0/u_device_pixel_ratio/(radius+stroke_width);v_data=vec3(extrude.x,extrude.y,antialiasblur);}\"),Ue=cr(\"void main() {gl_FragColor=vec4(1.0);}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),qe=cr(\"uniform highp float u_intensity;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main() {\\n#pragma mapbox: initialize highp float weight\\nfloat d=-0.5*3.0*3.0*dot(v_extrude,v_extrude);float val=weight*u_intensity*GAUSS_COEF*exp(d);gl_FragColor=vec4(val,1.0,1.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform float u_extrude_scale;uniform float u_opacity;uniform float u_intensity;attribute vec2 a_pos;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#pragma mapbox: define mediump float radius\\nconst highp float ZERO=1.0/255.0/16.0;\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main(void) {\\n#pragma mapbox: initialize highp float weight\\n#pragma mapbox: initialize mediump float radius\\nvec2 unscaled_extrude=vec2(mod(a_pos,2.0)*2.0-1.0);float S=sqrt(-2.0*log(ZERO/weight/u_intensity/GAUSS_COEF))/3.0;v_extrude=S*unscaled_extrude;vec2 extrude=v_extrude*radius*u_extrude_scale;vec4 pos=vec4(floor(a_pos*0.5)+extrude,0,1);gl_Position=u_matrix*pos;}\"),He=cr(\"uniform sampler2D u_image;uniform sampler2D u_color_ramp;uniform float u_opacity;varying vec2 v_pos;void main() {float t=texture2D(u_image,v_pos).r;vec4 color=texture2D(u_color_ramp,vec2(t,0.5));gl_FragColor=color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(0.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;attribute vec2 a_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos*u_world,0,1);v_pos.x=a_pos.x;v_pos.y=1.0-a_pos.y;}\"),Ge=cr(\"varying float v_placed;varying float v_notUsed;void main() {float alpha=0.5;gl_FragColor=vec4(1.0,0.0,0.0,1.0)*alpha;if (v_placed > 0.5) {gl_FragColor=vec4(0.0,0.0,1.0,0.5)*alpha;}if (v_notUsed > 0.5) {gl_FragColor*=.1;}}\",\"attribute vec2 a_pos;attribute vec2 a_anchor_pos;attribute vec2 a_extrude;attribute vec2 a_placed;attribute vec2 a_shift;uniform mat4 u_matrix;uniform vec2 u_extrude_scale;uniform float u_camera_to_center_distance;varying float v_placed;varying float v_notUsed;void main() {vec4 projectedPoint=u_matrix*vec4(a_anchor_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);gl_Position=u_matrix*vec4(a_pos,0.0,1.0);gl_Position.xy+=(a_extrude+a_shift)*u_extrude_scale*gl_Position.w*collision_perspective_ratio;v_placed=a_placed.x;v_notUsed=a_placed.y;}\"),Ye=cr(\"uniform float u_overscale_factor;varying float v_placed;varying float v_notUsed;varying float v_radius;varying vec2 v_extrude;varying vec2 v_extrude_scale;void main() {float alpha=0.5;vec4 color=vec4(1.0,0.0,0.0,1.0)*alpha;if (v_placed > 0.5) {color=vec4(0.0,0.0,1.0,0.5)*alpha;}if (v_notUsed > 0.5) {color*=.2;}float extrude_scale_length=length(v_extrude_scale);float extrude_length=length(v_extrude)*extrude_scale_length;float stroke_width=15.0*extrude_scale_length/u_overscale_factor;float radius=v_radius*extrude_scale_length;float distance_to_edge=abs(extrude_length-radius);float opacity_t=smoothstep(-stroke_width,0.0,-distance_to_edge);gl_FragColor=opacity_t*color;}\",\"attribute vec2 a_pos;attribute vec2 a_anchor_pos;attribute vec2 a_extrude;attribute vec2 a_placed;uniform mat4 u_matrix;uniform vec2 u_extrude_scale;uniform float u_camera_to_center_distance;varying float v_placed;varying float v_notUsed;varying float v_radius;varying vec2 v_extrude;varying vec2 v_extrude_scale;void main() {vec4 projectedPoint=u_matrix*vec4(a_anchor_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);gl_Position=u_matrix*vec4(a_pos,0.0,1.0);highp float padding_factor=1.2;gl_Position.xy+=a_extrude*u_extrude_scale*padding_factor*gl_Position.w*collision_perspective_ratio;v_placed=a_placed.x;v_notUsed=a_placed.y;v_radius=abs(a_extrude.y);v_extrude=a_extrude*padding_factor;v_extrude_scale=u_extrude_scale*u_camera_to_center_distance*collision_perspective_ratio;}\"),We=cr(\"uniform highp vec4 u_color;void main() {gl_FragColor=u_color;}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),Xe=cr(\"#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_FragColor=color*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);}\"),Ze=cr(\"varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=outline_color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;uniform vec2 u_world;varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),Je=cr(\"uniform vec2 u_texsize;uniform sampler2D u_image;uniform float u_fade;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);float dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=mix(color1,color2,u_fade)*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec4 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float pixelRatio=u_scale.x;float tileRatio=u_scale.y;float fromScale=u_scale.z;float toScale=u_scale.w;gl_Position=u_matrix*vec4(a_pos,0,1);vec2 display_size_a=vec2((pattern_br_a.x-pattern_tl_a.x)/pixelRatio,(pattern_br_a.y-pattern_tl_a.y)/pixelRatio);vec2 display_size_b=vec2((pattern_br_b.x-pattern_tl_b.x)/pixelRatio,(pattern_br_b.y-pattern_tl_b.y)/pixelRatio);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,a_pos);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),Ke=cr(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_fade)*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec4 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float pixelRatio=u_scale.x;float tileZoomRatio=u_scale.y;float fromScale=u_scale.z;float toScale=u_scale.w;vec2 display_size_a=vec2((pattern_br_a.x-pattern_tl_a.x)/pixelRatio,(pattern_br_a.y-pattern_tl_a.y)/pixelRatio);vec2 display_size_b=vec2((pattern_br_b.x-pattern_tl_b.x)/pixelRatio,(pattern_br_b.y-pattern_tl_b.y)/pixelRatio);gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileZoomRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileZoomRatio,a_pos);}\"),Qe=cr(\"varying vec4 v_color;void main() {gl_FragColor=v_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;uniform float u_vertical_gradient;uniform lowp float u_opacity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec4 v_color;\\n#pragma mapbox: define highp float base\\n#pragma mapbox: define highp float height\\n#pragma mapbox: define highp vec4 color\\nvoid main() {\\n#pragma mapbox: initialize highp float base\\n#pragma mapbox: initialize highp float height\\n#pragma mapbox: initialize highp vec4 color\\nvec3 normal=a_normal_ed.xyz;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);gl_Position=u_matrix*vec4(a_pos,t > 0.0 ? height : base,1);float colorvalue=color.r*0.2126+color.g*0.7152+color.b*0.0722;v_color=vec4(0.0,0.0,0.0,1.0);vec4 ambientlight=vec4(0.03,0.03,0.03,1.0);color+=ambientlight;float directional=clamp(dot(normal/16384.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((1.0-colorvalue+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_color.r+=clamp(color.r*directional*u_lightcolor.r,mix(0.0,0.3,1.0-u_lightcolor.r),1.0);v_color.g+=clamp(color.g*directional*u_lightcolor.g,mix(0.0,0.3,1.0-u_lightcolor.g),1.0);v_color.b+=clamp(color.b*directional*u_lightcolor.b,mix(0.0,0.3,1.0-u_lightcolor.b),1.0);v_color*=u_opacity;}\"),$e=cr(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);vec4 mixedColor=mix(color1,color2,u_fade);gl_FragColor=mixedColor*v_lighting;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_height_factor;uniform vec4 u_scale;uniform float u_vertical_gradient;uniform lowp float u_opacity;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float pixelRatio=u_scale.x;float tileRatio=u_scale.y;float fromScale=u_scale.z;float toScale=u_scale.w;vec3 normal=a_normal_ed.xyz;float edgedistance=a_normal_ed.w;vec2 display_size_a=vec2((pattern_br_a.x-pattern_tl_a.x)/pixelRatio,(pattern_br_a.y-pattern_tl_a.y)/pixelRatio);vec2 display_size_b=vec2((pattern_br_b.x-pattern_tl_b.x)/pixelRatio,(pattern_br_b.y-pattern_tl_b.y)/pixelRatio);base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);float z=t > 0.0 ? height : base;gl_Position=u_matrix*vec4(a_pos,z,1);vec2 pos=normal.x==1.0 && normal.y==0.0 && normal.z==16384.0\\n? a_pos\\n: vec2(edgedistance,z*u_height_factor);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,pos);v_lighting=vec4(0.0,0.0,0.0,1.0);float directional=clamp(dot(normal/16383.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((0.5+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_lighting.rgb+=clamp(directional*u_lightcolor,mix(vec3(0.0),vec3(0.3),1.0-u_lightcolor),vec3(1.0));v_lighting*=u_opacity;}\"),tr=cr(\"#ifdef GL_ES\\nprecision highp float;\\n#endif\\nuniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_dimension;uniform float u_zoom;uniform float u_maxzoom;float getElevation(vec2 coord,float bias) {vec4 data=texture2D(u_image,coord)*255.0;return (data.r+data.g*256.0+data.b*256.0*256.0)/4.0;}void main() {vec2 epsilon=1.0/u_dimension;float a=getElevation(v_pos+vec2(-epsilon.x,-epsilon.y),0.0);float b=getElevation(v_pos+vec2(0,-epsilon.y),0.0);float c=getElevation(v_pos+vec2(epsilon.x,-epsilon.y),0.0);float d=getElevation(v_pos+vec2(-epsilon.x,0),0.0);float e=getElevation(v_pos,0.0);float f=getElevation(v_pos+vec2(epsilon.x,0),0.0);float g=getElevation(v_pos+vec2(-epsilon.x,epsilon.y),0.0);float h=getElevation(v_pos+vec2(0,epsilon.y),0.0);float i=getElevation(v_pos+vec2(epsilon.x,epsilon.y),0.0);float exaggeration=u_zoom < 2.0 ? 0.4 : u_zoom < 4.5 ? 0.35 : 0.3;vec2 deriv=vec2((c+f+f+i)-(a+d+d+g),(g+h+h+i)-(a+b+b+c))/ pow(2.0,(u_zoom-u_maxzoom)*exaggeration+19.2562-u_zoom);gl_FragColor=clamp(vec4(deriv.x/2.0+0.5,deriv.y/2.0+0.5,1.0,1.0),0.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_dimension;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);highp vec2 epsilon=1.0/u_dimension;float scale=(u_dimension.x-2.0)/u_dimension.x;v_pos=(a_texture_pos/8192.0)*scale+epsilon;}\"),er=cr(\"uniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_latrange;uniform vec2 u_light;uniform vec4 u_shadow;uniform vec4 u_highlight;uniform vec4 u_accent;\\n#define PI 3.141592653589793\\nvoid main() {vec4 pixel=texture2D(u_image,v_pos);vec2 deriv=((pixel.rg*2.0)-1.0);float scaleFactor=cos(radians((u_latrange[0]-u_latrange[1])*(1.0-v_pos.y)+u_latrange[1]));float slope=atan(1.25*length(deriv)/scaleFactor);float aspect=deriv.x !=0.0 ? atan(deriv.y,-deriv.x) : PI/2.0*(deriv.y > 0.0 ? 1.0 :-1.0);float intensity=u_light.x;float azimuth=u_light.y+PI;float base=1.875-intensity*1.75;float maxValue=0.5*PI;float scaledSlope=intensity !=0.5 ? ((pow(base,slope)-1.0)/(pow(base,maxValue)-1.0))*maxValue : slope;float accent=cos(scaledSlope);vec4 accent_color=(1.0-accent)*u_accent*clamp(intensity*2.0,0.0,1.0);float shade=abs(mod((aspect+azimuth)/PI+0.5,2.0)-1.0);vec4 shade_color=mix(u_shadow,u_highlight,shade)*sin(scaledSlope)*clamp(intensity*2.0,0.0,1.0);gl_FragColor=accent_color*(1.0-shade_color.a)+shade_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos=a_texture_pos/8192.0;}\"),rr=cr(\"uniform lowp float u_device_pixel_ratio;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform vec2 u_units_to_pixels;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_linesofar;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),nr=cr(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);vec4 color=texture2D(u_image,vec2(v_lineprogress,0.5));gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define MAX_LINE_DISTANCE 32767.0\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_lineprogress=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0/MAX_LINE_DISTANCE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),ar=cr(\"uniform lowp float u_device_pixel_ratio;uniform vec2 u_texsize;uniform float u_fade;uniform mediump vec4 u_scale;uniform sampler2D u_image;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float pixelRatio=u_scale.x;float tileZoomRatio=u_scale.y;float fromScale=u_scale.z;float toScale=u_scale.w;vec2 display_size_a=vec2((pattern_br_a.x-pattern_tl_a.x)/pixelRatio,(pattern_br_a.y-pattern_tl_a.y)/pixelRatio);vec2 display_size_b=vec2((pattern_br_b.x-pattern_tl_b.x)/pixelRatio,(pattern_br_b.y-pattern_tl_b.y)/pixelRatio);vec2 pattern_size_a=vec2(display_size_a.x*fromScale/tileZoomRatio,display_size_a.y);vec2 pattern_size_b=vec2(display_size_b.x*toScale/tileZoomRatio,display_size_b.y);float dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float x_a=mod(v_linesofar/pattern_size_a.x,1.0);float x_b=mod(v_linesofar/pattern_size_b.x,1.0);float y_a=0.5+(v_normal.y*clamp(v_width2.s,0.0,(pattern_size_a.y+2.0)/2.0)/pattern_size_a.y);float y_b=0.5+(v_normal.y*clamp(v_width2.s,0.0,(pattern_size_b.y+2.0)/2.0)/pattern_size_b.y);vec2 pos_a=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,vec2(x_a,y_a));vec2 pos_b=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,vec2(x_b,y_b));vec4 color=mix(texture2D(u_image,pos_a),texture2D(u_image,pos_b),u_fade);gl_FragColor=color*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform vec2 u_units_to_pixels;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_linesofar=a_linesofar;v_width2=vec2(outset,inset);}\"),ir=cr(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;uniform float u_sdfgamma;uniform float u_mix;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float sdfdist_a=texture2D(u_image,v_tex_a).a;float sdfdist_b=texture2D(u_image,v_tex_b).a;float sdfdist=mix(sdfdist_a,sdfdist_b,u_mix);alpha*=smoothstep(0.5-u_sdfgamma/floorwidth,0.5+u_sdfgamma/floorwidth,sdfdist);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_patternscale_a;uniform float u_tex_y_a;uniform vec2 u_patternscale_b;uniform float u_tex_y_b;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_tex_a=vec2(a_linesofar*u_patternscale_a.x/floorwidth,normal.y*u_patternscale_a.y+u_tex_y_a);v_tex_b=vec2(a_linesofar*u_patternscale_b.x/floorwidth,normal.y*u_patternscale_b.y+u_tex_y_b);v_width2=vec2(outset,inset);}\"),or=cr(\"uniform float u_fade_t;uniform float u_opacity;uniform sampler2D u_image0;uniform sampler2D u_image1;varying vec2 v_pos0;varying vec2 v_pos1;uniform float u_brightness_low;uniform float u_brightness_high;uniform float u_saturation_factor;uniform float u_contrast_factor;uniform vec3 u_spin_weights;void main() {vec4 color0=texture2D(u_image0,v_pos0);vec4 color1=texture2D(u_image1,v_pos1);if (color0.a > 0.0) {color0.rgb=color0.rgb/color0.a;}if (color1.a > 0.0) {color1.rgb=color1.rgb/color1.a;}vec4 color=mix(color0,color1,u_fade_t);color.a*=u_opacity;vec3 rgb=color.rgb;rgb=vec3(dot(rgb,u_spin_weights.xyz),dot(rgb,u_spin_weights.zxy),dot(rgb,u_spin_weights.yzx));float average=(color.r+color.g+color.b)/3.0;rgb+=(average-rgb)*u_saturation_factor;rgb=(rgb-0.5)*u_contrast_factor+0.5;vec3 u_high_vec=vec3(u_brightness_low,u_brightness_low,u_brightness_low);vec3 u_low_vec=vec3(u_brightness_high,u_brightness_high,u_brightness_high);gl_FragColor=vec4(mix(u_high_vec,u_low_vec,rgb)*color.a,color.a);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_tl_parent;uniform float u_scale_parent;uniform float u_buffer_scale;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos0;varying vec2 v_pos1;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos0=(((a_texture_pos/8192.0)-0.5)/u_buffer_scale )+0.5;v_pos1=(v_pos0*u_scale_parent)+u_tl_parent;}\"),sr=cr(\"uniform sampler2D u_texture;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nlowp float alpha=opacity*v_fade_opacity;gl_FragColor=texture2D(u_texture,v_tex)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform highp float u_camera_to_center_distance;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform float u_fade_change;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform vec2 u_texsize;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size[0],a_size[1],u_size_t)/256.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size[0]/256.0;} else if (!u_is_size_zoom_constant && u_is_size_feature_constant) {size=u_size;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale),0.0,1.0);v_tex=a_tex/u_texsize;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;v_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));}\"),lr=cr(\"#define SDF_PX 8.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;uniform bool u_is_text;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat EDGE_GAMMA=0.105/u_device_pixel_ratio;vec2 tex=v_data0.xy;float gamma_scale=v_data1.x;float size=v_data1.y;float fade_opacity=v_data1[2];float fontScale=u_is_text ? size/24.0 : size;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size[0],a_size[1],u_size_t)/256.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size[0]/256.0;} else if (!u_is_size_zoom_constant && u_is_size_feature_constant) {size=u_size;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale),0.0,1.0);float gamma_scale=gl_Position.w;vec2 tex=a_tex/u_texsize;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0=vec2(tex.x,tex.y);v_data1=vec3(gamma_scale,size,interpolated_fade_opacity);}\");function cr(t,e){var r=/#pragma mapbox: ([\\w]+) ([\\w]+) ([\\w]+) ([\\w]+)/g,n={};return{fragmentSource:t=t.replace(r,function(t,e,r,a,i){return n[i]=!0,\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\nvarying \"+r+\" \"+a+\" \"+i+\";\\n#else\\nuniform \"+r+\" \"+a+\" u_\"+i+\";\\n#endif\\n\":\"\\n#ifdef HAS_UNIFORM_u_\"+i+\"\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\"}),vertexSource:e=e.replace(r,function(t,e,r,a,i){var o=\"float\"===a?\"vec2\":\"vec4\",s=i.match(/color/)?\"color\":o;return n[i]?\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\nuniform lowp float u_\"+i+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+i+\";\\nvarying \"+r+\" \"+a+\" \"+i+\";\\n#else\\nuniform \"+r+\" \"+a+\" u_\"+i+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+i+\" = a_\"+i+\";\\n#else\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+i+\" = unpack_mix_\"+s+\"(a_\"+i+\", u_\"+i+\"_t);\\n#else\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\":\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\nuniform lowp float u_\"+i+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+i+\";\\n#else\\nuniform \"+r+\" \"+a+\" u_\"+i+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+r+\" \"+a+\" \"+i+\" = a_\"+i+\";\\n#else\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+r+\" \"+a+\" \"+i+\" = unpack_mix_\"+s+\"(a_\"+i+\", u_\"+i+\"_t);\\n#else\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\"})}}var ur=Object.freeze({prelude:Be,background:Ne,backgroundPattern:je,circle:Ve,clippingMask:Ue,heatmap:qe,heatmapTexture:He,collisionBox:Ge,collisionCircle:Ye,debug:We,fill:Xe,fillOutline:Ze,fillOutlinePattern:Je,fillPattern:Ke,fillExtrusion:Qe,fillExtrusionPattern:$e,hillshadePrepare:tr,hillshade:er,line:rr,lineGradient:nr,linePattern:ar,lineSDF:ir,raster:or,symbolIcon:sr,symbolSDF:lr}),hr=function(){this.boundProgram=null,this.boundLayoutVertexBuffer=null,this.boundPaintVertexBuffers=[],this.boundIndexBuffer=null,this.boundVertexOffset=null,this.boundDynamicVertexBuffer=null,this.vao=null};hr.prototype.bind=function(t,e,r,n,a,i,o,s){this.context=t;for(var l=this.boundPaintVertexBuffers.length!==n.length,c=0;!l&&c<n.length;c++)this.boundPaintVertexBuffers[c]!==n[c]&&(l=!0);var u=!this.vao||this.boundProgram!==e||this.boundLayoutVertexBuffer!==r||l||this.boundIndexBuffer!==a||this.boundVertexOffset!==i||this.boundDynamicVertexBuffer!==o||this.boundDynamicVertexBuffer2!==s;!t.extVertexArrayObject||u?this.freshBind(e,r,n,a,i,o,s):(t.bindVertexArrayOES.set(this.vao),o&&o.bind(),a&&a.dynamicDraw&&a.bind(),s&&s.bind())},hr.prototype.freshBind=function(t,e,r,n,a,i,o){var s,l=t.numAttributes,c=this.context,u=c.gl;if(c.extVertexArrayObject)this.vao&&this.destroy(),this.vao=c.extVertexArrayObject.createVertexArrayOES(),c.bindVertexArrayOES.set(this.vao),s=0,this.boundProgram=t,this.boundLayoutVertexBuffer=e,this.boundPaintVertexBuffers=r,this.boundIndexBuffer=n,this.boundVertexOffset=a,this.boundDynamicVertexBuffer=i,this.boundDynamicVertexBuffer2=o;else{s=c.currentNumAttributes||0;for(var h=l;h<s;h++)u.disableVertexAttribArray(h)}e.enableAttributes(u,t);for(var f=0,p=r;f<p.length;f+=1)p[f].enableAttributes(u,t);i&&i.enableAttributes(u,t),o&&o.enableAttributes(u,t),e.bind(),e.setVertexAttribPointers(u,t,a);for(var d=0,g=r;d<g.length;d+=1){var v=g[d];v.bind(),v.setVertexAttribPointers(u,t,a)}i&&(i.bind(),i.setVertexAttribPointers(u,t,a)),n&&n.bind(),o&&(o.bind(),o.setVertexAttribPointers(u,t,a)),c.currentNumAttributes=l},hr.prototype.destroy=function(){this.vao&&(this.context.extVertexArrayObject.deleteVertexArrayOES(this.vao),this.vao=null)};var fr=function(t,e,r,n,a){var i=t.gl;this.program=i.createProgram();var o=r.defines();a&&o.push(\"#define OVERDRAW_INSPECTOR;\");var s=o.concat(Be.fragmentSource,e.fragmentSource).join(\"\\n\"),l=o.concat(Be.vertexSource,e.vertexSource).join(\"\\n\"),c=i.createShader(i.FRAGMENT_SHADER);i.shaderSource(c,s),i.compileShader(c),i.attachShader(this.program,c);var u=i.createShader(i.VERTEX_SHADER);i.shaderSource(u,l),i.compileShader(u),i.attachShader(this.program,u);for(var h=r.layoutAttributes||[],f=0;f<h.length;f++)i.bindAttribLocation(this.program,f,h[f].name);i.linkProgram(this.program),this.numAttributes=i.getProgramParameter(this.program,i.ACTIVE_ATTRIBUTES),this.attributes={};for(var p={},d=0;d<this.numAttributes;d++){var g=i.getActiveAttrib(this.program,d);g&&(this.attributes[g.name]=i.getAttribLocation(this.program,g.name))}for(var v=i.getProgramParameter(this.program,i.ACTIVE_UNIFORMS),m=0;m<v;m++){var y=i.getActiveUniform(this.program,m);y&&(p[y.name]=i.getUniformLocation(this.program,y.name))}this.fixedUniforms=n(t,p),this.binderUniforms=r.getUniforms(t,p)};function pr(e,r,n){var a=1/ce(n,1,r.transform.tileZoom),i=Math.pow(2,n.tileID.overscaledZ),o=n.tileSize*Math.pow(2,r.transform.tileZoom)/i,s=o*(n.tileID.canonical.x+n.tileID.wrap*i),l=o*n.tileID.canonical.y;return{u_image:0,u_texsize:n.imageAtlasTexture.size,u_scale:[t.browser.devicePixelRatio,a,e.fromScale,e.toScale],u_fade:e.t,u_pixel_coord_upper:[s>>16,l>>16],u_pixel_coord_lower:[65535&s,65535&l]}}fr.prototype.draw=function(t,e,r,n,a,i,o,s,l,c,u,h,f,p,d,g){var v,m=t.gl;for(var y in t.program.set(this.program),t.setDepthMode(r),t.setStencilMode(n),t.setColorMode(a),t.setCullFace(i),this.fixedUniforms)this.fixedUniforms[y].set(o[y]);p&&p.setUniforms(t,this.binderUniforms,h,{zoom:f});for(var x=(v={},v[m.LINES]=2,v[m.TRIANGLES]=3,v[m.LINE_STRIP]=1,v)[e],b=0,_=u.get();b<_.length;b+=1){var w=_[b],k=w.vaos||(w.vaos={});(k[s]||(k[s]=new hr)).bind(t,this,l,p?p.getPaintVertexBuffers():[],c,w.vertexOffset,d,g),m.drawElements(e,w.primitiveLength*x,m.UNSIGNED_SHORT,w.primitiveOffset*x*2)}};var dr=function(e,r,n,a){var i=r.style.light,o=i.properties.get(\"position\"),s=[o.x,o.y,o.z],l=t.create$1();\"viewport\"===i.properties.get(\"anchor\")&&t.fromRotation(l,-r.transform.angle),t.transformMat3(s,s,l);var c=i.properties.get(\"color\");return{u_matrix:e,u_lightpos:s,u_lightintensity:i.properties.get(\"intensity\"),u_lightcolor:[c.r,c.g,c.b],u_vertical_gradient:+n,u_opacity:a}},gr=function(e,r,n,a,i,o,s){return t.extend(dr(e,r,n,a),pr(o,r,s),{u_height_factor:-Math.pow(2,i.overscaledZ)/s.tileSize/8})},vr=function(t){return{u_matrix:t}},mr=function(e,r,n,a){return t.extend(vr(e),pr(n,r,a))},yr=function(t,e){return{u_matrix:t,u_world:e}},xr=function(e,r,n,a,i){return t.extend(mr(e,r,n,a),{u_world:i})},br=function(e,r,n,a){var i,o,s=e.transform;if(\"map\"===a.paint.get(\"circle-pitch-alignment\")){var l=ce(n,1,s.zoom);i=!0,o=[l,l]}else i=!1,o=s.pixelsToGLUnits;return{u_camera_to_center_distance:s.cameraToCenterDistance,u_scale_with_map:+(\"map\"===a.paint.get(\"circle-pitch-scale\")),u_matrix:e.translatePosMatrix(r.posMatrix,n,a.paint.get(\"circle-translate\"),a.paint.get(\"circle-translate-anchor\")),u_pitch_with_map:+i,u_device_pixel_ratio:t.browser.devicePixelRatio,u_extrude_scale:o}},_r=function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pixels_to_tile_units:new t.Uniform1f(e,r.u_pixels_to_tile_units),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_overscale_factor:new t.Uniform1f(e,r.u_overscale_factor)}},wr=function(t,e,r){var n=ce(r,1,e.zoom),a=Math.pow(2,e.zoom-r.tileID.overscaledZ),i=r.tileID.overscaleFactor();return{u_matrix:t,u_camera_to_center_distance:e.cameraToCenterDistance,u_pixels_to_tile_units:n,u_extrude_scale:[e.pixelsToGLUnits[0]/(n*a),e.pixelsToGLUnits[1]/(n*a)],u_overscale_factor:i}},kr=function(t,e){return{u_matrix:t,u_color:e}},Tr=function(t){return{u_matrix:t}},Mr=function(t,e,r,n){return{u_matrix:t,u_extrude_scale:ce(e,1,r),u_intensity:n}},Ar=function(t,e,r){var n=r.paint.get(\"hillshade-shadow-color\"),a=r.paint.get(\"hillshade-highlight-color\"),i=r.paint.get(\"hillshade-accent-color\"),o=r.paint.get(\"hillshade-illumination-direction\")*(Math.PI/180);\"viewport\"===r.paint.get(\"hillshade-illumination-anchor\")&&(o-=t.transform.angle);var s=!t.options.moving;return{u_matrix:t.transform.calculatePosMatrix(e.tileID.toUnwrapped(),s),u_image:0,u_latrange:Er(t,e.tileID),u_light:[r.paint.get(\"hillshade-exaggeration\"),o],u_shadow:n,u_highlight:a,u_accent:i}},Sr=function(e,r){var n=e.dem.stride,a=t.create();return t.ortho(a,0,t.EXTENT,-t.EXTENT,0,0,1),t.translate(a,a,[0,-t.EXTENT,0]),{u_matrix:a,u_image:1,u_dimension:[n,n],u_zoom:e.tileID.overscaledZ,u_maxzoom:r}};function Er(e,r){var n=Math.pow(2,r.canonical.z),a=r.canonical.y;return[new t.MercatorCoordinate(0,a/n).toLngLat().lat,new t.MercatorCoordinate(0,(a+1)/n).toLngLat().lat]}var Lr=function(e,r,n){var a=e.transform;return{u_matrix:Ir(e,r,n),u_ratio:1/ce(r,1,a.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_units_to_pixels:[1/a.pixelsToGLUnits[0],1/a.pixelsToGLUnits[1]]}},Cr=function(e,r,n){return t.extend(Lr(e,r,n),{u_image:0})},Pr=function(e,r,n,a){var i=e.transform,o=zr(r,i);return{u_matrix:Ir(e,r,n),u_texsize:r.imageAtlasTexture.size,u_ratio:1/ce(r,1,i.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_image:0,u_scale:[t.browser.devicePixelRatio,o,a.fromScale,a.toScale],u_fade:a.t,u_units_to_pixels:[1/i.pixelsToGLUnits[0],1/i.pixelsToGLUnits[1]]}},Or=function(e,r,n,a,i){var o=e.transform,s=e.lineAtlas,l=zr(r,o),c=\"round\"===n.layout.get(\"line-cap\"),u=s.getDash(a.from,c),h=s.getDash(a.to,c),f=u.width*i.fromScale,p=h.width*i.toScale;return t.extend(Lr(e,r,n),{u_patternscale_a:[l/f,-u.height/2],u_patternscale_b:[l/p,-h.height/2],u_sdfgamma:s.width/(256*Math.min(f,p)*t.browser.devicePixelRatio)/2,u_image:0,u_tex_y_a:u.y,u_tex_y_b:h.y,u_mix:i.t})};function zr(t,e){return 1/ce(t,1,e.tileZoom)}function Ir(t,e,r){return t.translatePosMatrix(e.tileID.posMatrix,e,r.paint.get(\"line-translate\"),r.paint.get(\"line-translate-anchor\"))}var Dr=function(t,e,r,n,a){return{u_matrix:t,u_tl_parent:e,u_scale_parent:r,u_buffer_scale:1,u_fade_t:n.mix,u_opacity:n.opacity*a.paint.get(\"raster-opacity\"),u_image0:0,u_image1:1,u_brightness_low:a.paint.get(\"raster-brightness-min\"),u_brightness_high:a.paint.get(\"raster-brightness-max\"),u_saturation_factor:(o=a.paint.get(\"raster-saturation\"),o>0?1-1/(1.001-o):-o),u_contrast_factor:(i=a.paint.get(\"raster-contrast\"),i>0?1/(1-i):1+i),u_spin_weights:function(t){t*=Math.PI/180;var e=Math.sin(t),r=Math.cos(t);return[(2*r+1)/3,(-Math.sqrt(3)*e-r+1)/3,(Math.sqrt(3)*e-r+1)/3]}(a.paint.get(\"raster-hue-rotate\"))};var i,o};var Rr=function(t,e,r,n,a,i,o,s,l,c){var u=a.transform;return{u_is_size_zoom_constant:+(\"constant\"===t||\"source\"===t),u_is_size_feature_constant:+(\"constant\"===t||\"camera\"===t),u_size_t:e?e.uSizeT:0,u_size:e?e.uSize:0,u_camera_to_center_distance:u.cameraToCenterDistance,u_pitch:u.pitch/360*2*Math.PI,u_rotate_symbol:+r,u_aspect_ratio:u.width/u.height,u_fade_change:a.options.fadeDuration?a.symbolFadeChange:1,u_matrix:i,u_label_plane_matrix:o,u_coord_matrix:s,u_is_text:+l,u_pitch_with_map:+n,u_texsize:c,u_texture:0}},Fr=function(e,r,n,a,i,o,s,l,c,u,h){var f=i.transform;return t.extend(Rr(e,r,n,a,i,o,s,l,c,u),{u_gamma_scale:a?Math.cos(f._pitch)*f.cameraToCenterDistance:1,u_device_pixel_ratio:t.browser.devicePixelRatio,u_is_halo:+h})},Br=function(t,e,r){return{u_matrix:t,u_opacity:e,u_color:r}},Nr=function(e,r,n,a,i,o){return t.extend(function(t,e,r,n){var a=r.imageManager.getPattern(t.from),i=r.imageManager.getPattern(t.to),o=r.imageManager.getPixelSize(),s=o.width,l=o.height,c=Math.pow(2,n.tileID.overscaledZ),u=n.tileSize*Math.pow(2,r.transform.tileZoom)/c,h=u*(n.tileID.canonical.x+n.tileID.wrap*c),f=u*n.tileID.canonical.y;return{u_image:0,u_pattern_tl_a:a.tl,u_pattern_br_a:a.br,u_pattern_tl_b:i.tl,u_pattern_br_b:i.br,u_texsize:[s,l],u_mix:e.t,u_pattern_size_a:a.displaySize,u_pattern_size_b:i.displaySize,u_scale_a:e.fromScale,u_scale_b:e.toScale,u_tile_units_to_pixels:1/ce(n,1,r.transform.tileZoom),u_pixel_coord_upper:[h>>16,f>>16],u_pixel_coord_lower:[65535&h,65535&f]}}(a,o,n,i),{u_matrix:e,u_opacity:r})},jr={fillExtrusion:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fillExtrusionPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_height_factor:new t.Uniform1f(e,r.u_height_factor),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform4f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fill:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},fillPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform4f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},fillOutline:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world)}},fillOutlinePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform4f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},circle:function(e,r){return{u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_scale_with_map:new t.Uniform1i(e,r.u_scale_with_map),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},collisionBox:_r,collisionCircle:_r,debug:function(e,r){return{u_color:new t.UniformColor(e,r.u_color),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},clippingMask:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmap:function(e,r){return{u_extrude_scale:new t.Uniform1f(e,r.u_extrude_scale),u_intensity:new t.Uniform1f(e,r.u_intensity),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmapTexture:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_color_ramp:new t.Uniform1i(e,r.u_color_ramp),u_opacity:new t.Uniform1f(e,r.u_opacity)}},hillshade:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_latrange:new t.Uniform2f(e,r.u_latrange),u_light:new t.Uniform2f(e,r.u_light),u_shadow:new t.UniformColor(e,r.u_shadow),u_highlight:new t.UniformColor(e,r.u_highlight),u_accent:new t.UniformColor(e,r.u_accent)}},hillshadePrepare:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_dimension:new t.Uniform2f(e,r.u_dimension),u_zoom:new t.Uniform1f(e,r.u_zoom),u_maxzoom:new t.Uniform1f(e,r.u_maxzoom)}},line:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels)}},lineGradient:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_image:new t.Uniform1i(e,r.u_image)}},linePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_texsize:new t.Uniform2f(e,r.u_texsize),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_image:new t.Uniform1i(e,r.u_image),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_scale:new t.Uniform4f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},lineSDF:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_patternscale_a:new t.Uniform2f(e,r.u_patternscale_a),u_patternscale_b:new t.Uniform2f(e,r.u_patternscale_b),u_sdfgamma:new t.Uniform1f(e,r.u_sdfgamma),u_image:new t.Uniform1i(e,r.u_image),u_tex_y_a:new t.Uniform1f(e,r.u_tex_y_a),u_tex_y_b:new t.Uniform1f(e,r.u_tex_y_b),u_mix:new t.Uniform1f(e,r.u_mix)}},raster:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_tl_parent:new t.Uniform2f(e,r.u_tl_parent),u_scale_parent:new t.Uniform1f(e,r.u_scale_parent),u_buffer_scale:new t.Uniform1f(e,r.u_buffer_scale),u_fade_t:new t.Uniform1f(e,r.u_fade_t),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image0:new t.Uniform1i(e,r.u_image0),u_image1:new t.Uniform1i(e,r.u_image1),u_brightness_low:new t.Uniform1f(e,r.u_brightness_low),u_brightness_high:new t.Uniform1f(e,r.u_brightness_high),u_saturation_factor:new t.Uniform1f(e,r.u_saturation_factor),u_contrast_factor:new t.Uniform1f(e,r.u_contrast_factor),u_spin_weights:new t.Uniform3f(e,r.u_spin_weights)}},symbolIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1f(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture)}},symbolSDF:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1f(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1f(e,r.u_is_halo)}},background:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_color:new t.UniformColor(e,r.u_color)}},backgroundPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image:new t.Uniform1i(e,r.u_image),u_pattern_tl_a:new t.Uniform2f(e,r.u_pattern_tl_a),u_pattern_br_a:new t.Uniform2f(e,r.u_pattern_br_a),u_pattern_tl_b:new t.Uniform2f(e,r.u_pattern_tl_b),u_pattern_br_b:new t.Uniform2f(e,r.u_pattern_br_b),u_texsize:new t.Uniform2f(e,r.u_texsize),u_mix:new t.Uniform1f(e,r.u_mix),u_pattern_size_a:new t.Uniform2f(e,r.u_pattern_size_a),u_pattern_size_b:new t.Uniform2f(e,r.u_pattern_size_b),u_scale_a:new t.Uniform1f(e,r.u_scale_a),u_scale_b:new t.Uniform1f(e,r.u_scale_b),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_tile_units_to_pixels:new t.Uniform1f(e,r.u_tile_units_to_pixels)}}};function Vr(e,r){for(var n=e.sort(function(t,e){return t.tileID.isLessThan(e.tileID)?-1:e.tileID.isLessThan(t.tileID)?1:0}),a=0;a<n.length;a++){var i={},o=n[a],s=n.slice(a+1);Ur(o.tileID.wrapped(),o.tileID,s,new t.OverscaledTileID(0,o.tileID.wrap+1,0,0,0),i),o.setMask(i,r)}}function Ur(e,r,n,a,i){for(var o=0;o<n.length;o++){var s=n[o];if(a.isLessThan(s.tileID))break;if(r.key===s.tileID.key)return;if(s.tileID.isChildOf(r)){for(var l=r.children(1/0),c=0;c<l.length;c++)Ur(e,l[c],n.slice(o),a,i);return}}var u=r.overscaledZ-e.overscaledZ,h=new t.CanonicalTileID(u,r.canonical.x-(e.canonical.x<<u),r.canonical.y-(e.canonical.y<<u));i[h.key]=i[h.key]||h}function qr(t,e,r,n,a){for(var i=t.context,o=i.gl,s=a?t.useProgram(\"collisionCircle\"):t.useProgram(\"collisionBox\"),l=0;l<n.length;l++){var c=n[l],u=e.getTile(c),h=u.getBucket(r);if(h){var f=a?h.collisionCircle:h.collisionBox;f&&s.draw(i,a?o.TRIANGLES:o.LINES,Mt.disabled,At.disabled,t.colorModeForRenderPass(),Et.disabled,wr(c.posMatrix,t.transform,u),r.id,f.layoutVertexBuffer,f.indexBuffer,f.segments,null,t.transform.zoom,null,null,f.collisionVertexBuffer)}}}var Hr=t.identity(new Float32Array(16));function Gr(e,r,n,a,i,o){var s=t.getAnchorAlignment(e),l=-(s.horizontalAlign-.5)*r,c=-(s.verticalAlign-.5)*n,u=t.evaluateRadialOffset(e,a);return new t.Point((l/i+u[0])*o,(c/i+u[1])*o)}function Yr(e,r,n,a,i,o,s,l,c,u){var h=e.text.placedSymbolArray,f=e.text.dynamicLayoutVertexArray;f.clear();for(var p=0;p<h.length;p++){var d=h.get(p),g=e.allowVerticalPlacement&&!d.placedOrientation,v=d.hidden||!d.crossTileID||g?null:a[d.crossTileID];if(v){var m=new t.Point(d.anchorX,d.anchorY),y=Jt(m,n?l:s),x=.5+o.cameraToCenterDistance/y.signedDistanceFromCamera*.5,b=i.evaluateSizeForFeature(e.textSizeData,u,d)*x/t.ONE_EM;n&&(b*=e.tilePixelRatio/c);for(var _=v.width,w=v.height,k=v.radialOffset,T=v.textBoxScale,M=Gr(v.anchor,_,w,k,T,b),A=n?Jt(m.add(M),s).point:y.point.add(r?M.rotate(-o.angle):M),S=e.allowVerticalPlacement&&d.placedOrientation===t.WritingMode.vertical?Math.PI/2:0,E=0;E<d.numGlyphs;E++)t.addDynamicAttributes(f,A,S)}else ie(d.numGlyphs,f)}e.text.dynamicLayoutVertexBuffer.updateData(f)}function Wr(e){var r=e.text.placedSymbolArray,n=e.text.dynamicLayoutVertexArray;n.clear();for(var a=0;a<r.length;a++){var i=r.get(a);if(i.hidden||!i.placedOrientation)ie(i.numGlyphs,n);else for(var o=new t.Point(i.anchorX,i.anchorY),s=e.allowVerticalPlacement&&i.placedOrientation===t.WritingMode.vertical?Math.PI/2:0,l=0;l<i.numGlyphs;l++)t.addDynamicAttributes(n,o,s)}e.text.dynamicLayoutVertexBuffer.updateData(n)}function Xr(e,r,n,a,i,o,s,l,c,u,h,f,p){for(var d,g,v=e.context,m=v.gl,y=e.transform,x=\"map\"===l,b=\"map\"===c,_=x&&\"point\"!==n.layout.get(\"symbol-placement\"),w=x&&!b&&!_,k=void 0!==n.layout.get(\"symbol-sort-key\").constantOr(1),T=e.depthModeForSublayer(0,Mt.ReadOnly),M=n.layout.get(\"text-variable-anchor\"),A=[],S=0,E=a;S<E.length;S+=1){var L=E[S],C=r.getTile(L),P=C.getBucket(n);if(P){var O=i?P.text:P.icon;if(O&&O.segments.get().length){var z=O.programConfigurations.get(n.id),I=i||P.sdfIcons,D=i?P.textSizeData:P.iconSizeData;d||(d=e.useProgram(I?\"symbolSDF\":\"symbolIcon\",z),g=t.evaluateSizeForZoom(D,y.zoom)),v.activeTexture.set(m.TEXTURE0);var R=void 0,F=void 0,B=void 0;if(i)F=C.glyphAtlasTexture,B=m.LINEAR,R=C.glyphAtlasTexture.size;else{var N=1!==n.layout.get(\"icon-size\").constantOr(0)||P.iconsNeedLinear,j=b||0!==y.pitch;F=C.imageAtlasTexture,B=I||e.options.rotating||e.options.zooming||N||j?m.LINEAR:m.NEAREST,R=C.imageAtlasTexture.size}var V=ce(C,1,e.transform.zoom),U=Xt(L.posMatrix,b,x,e.transform,V),q=Zt(L.posMatrix,b,x,e.transform,V);if(_)Qt(P,L.posMatrix,e,i,U,q,b,u);else if(i&&g&&M){var H=Math.pow(2,y.zoom-C.tileID.overscaledZ);Yr(P,x,b,p,t.symbolSize,y,U,L.posMatrix,H,g)}else i&&g&&P.allowVerticalPlacement&&Wr(P);var G=e.translatePosMatrix(L.posMatrix,C,o,s),Y=_||i&&M?Hr:U,W=e.translatePosMatrix(q,C,o,s,!0),X=I&&0!==n.paint.get(i?\"text-halo-width\":\"icon-halo-width\").constantOr(1),Z={program:d,buffers:O,uniformValues:I?Fr(D.kind,g,w,b,e,G,Y,W,i,R,!0):Rr(D.kind,g,w,b,e,G,Y,W,i,R),atlasTexture:F,atlasInterpolation:B,isSDF:I,hasHalo:X};if(k)for(var J=0,K=O.segments.get();J<K.length;J+=1){var Q=K[J];A.push({segments:new t.SegmentVector([Q]),sortKey:Q.sortKey,state:Z})}else A.push({segments:O.segments,sortKey:0,state:Z})}}}k&&A.sort(function(t,e){return t.sortKey-e.sortKey});for(var $=0,tt=A;$<tt.length;$+=1){var et=tt[$],rt=et.state;if(rt.atlasTexture.bind(rt.atlasInterpolation,m.CLAMP_TO_EDGE),rt.isSDF){var nt=rt.uniformValues;rt.hasHalo&&(nt.u_is_halo=1,Zr(rt.buffers,et.segments,n,e,rt.program,T,h,f,nt)),nt.u_is_halo=0}Zr(rt.buffers,et.segments,n,e,rt.program,T,h,f,rt.uniformValues)}}function Zr(t,e,r,n,a,i,o,s,l){var c=n.context,u=c.gl;a.draw(c,u.TRIANGLES,i,o,s,Et.disabled,l,r.id,t.layoutVertexBuffer,t.indexBuffer,e,r.paint,n.transform.zoom,t.programConfigurations.get(r.id),t.dynamicLayoutVertexBuffer,t.opacityVertexBuffer)}function Jr(t,e,r,n,a,i,o){var s,l,c,u,h,f=t.context.gl,p=r.paint.get(\"fill-pattern\"),d=p&&p.constantOr(1),g=r.getCrossfadeParameters();o?(l=d&&!r.getPaintProperty(\"fill-outline-color\")?\"fillOutlinePattern\":\"fillOutline\",s=f.LINES):(l=d?\"fillPattern\":\"fill\",s=f.TRIANGLES);for(var v=0,m=n;v<m.length;v+=1){var y=m[v],x=e.getTile(y);if(!d||x.patternsLoaded()){var b=x.getBucket(r);if(b){var _=b.programConfigurations.get(r.id),w=t.useProgram(l,_);d&&(t.context.activeTexture.set(f.TEXTURE0),x.imageAtlasTexture.bind(f.LINEAR,f.CLAMP_TO_EDGE),_.updatePatternPaintBuffers(g));var k=p.constantOr(null);if(k&&x.imageAtlas){var T=x.imageAtlas.patternPositions[k.to],M=x.imageAtlas.patternPositions[k.from];T&&M&&_.setConstantPatternPositions(T,M)}var A=t.translatePosMatrix(y.posMatrix,x,r.paint.get(\"fill-translate\"),r.paint.get(\"fill-translate-anchor\"));if(o){u=b.indexBuffer2,h=b.segments2;var S=[f.drawingBufferWidth,f.drawingBufferHeight];c=\"fillOutlinePattern\"===l&&d?xr(A,t,g,x,S):yr(A,S)}else u=b.indexBuffer,h=b.segments,c=d?mr(A,t,g,x):vr(A);w.draw(t.context,s,a,t.stencilModeForClipping(y),i,Et.disabled,c,r.id,b.layoutVertexBuffer,u,h,r.paint,t.transform.zoom,_)}}}}function Kr(t,e,r,n,a,i,o){for(var s=t.context,l=s.gl,c=r.paint.get(\"fill-extrusion-pattern\"),u=c.constantOr(1),h=r.getCrossfadeParameters(),f=r.paint.get(\"fill-extrusion-opacity\"),p=0,d=n;p<d.length;p+=1){var g=d[p],v=e.getTile(g),m=v.getBucket(r);if(m){var y=m.programConfigurations.get(r.id),x=t.useProgram(u?\"fillExtrusionPattern\":\"fillExtrusion\",y);u&&(t.context.activeTexture.set(l.TEXTURE0),v.imageAtlasTexture.bind(l.LINEAR,l.CLAMP_TO_EDGE),y.updatePatternPaintBuffers(h));var b=c.constantOr(null);if(b&&v.imageAtlas){var _=v.imageAtlas.patternPositions[b.to],w=v.imageAtlas.patternPositions[b.from];_&&w&&y.setConstantPatternPositions(_,w)}var k=t.translatePosMatrix(g.posMatrix,v,r.paint.get(\"fill-extrusion-translate\"),r.paint.get(\"fill-extrusion-translate-anchor\")),T=r.paint.get(\"fill-extrusion-vertical-gradient\"),M=u?gr(k,t,T,f,g,h,v):dr(k,t,T,f);x.draw(s,s.gl.TRIANGLES,a,i,o,Et.backCCW,M,r.id,m.layoutVertexBuffer,m.indexBuffer,m.segments,r.paint,t.transform.zoom,y)}}}function Qr(t,e,r,n,a,i){var o=t.context,s=o.gl,l=e.fbo;if(l){var c=t.useProgram(\"hillshade\");o.activeTexture.set(s.TEXTURE0),s.bindTexture(s.TEXTURE_2D,l.colorAttachment.get());var u=Ar(t,e,r);e.maskedBoundsBuffer&&e.maskedIndexBuffer&&e.segments?c.draw(o,s.TRIANGLES,n,a,i,Et.disabled,u,r.id,e.maskedBoundsBuffer,e.maskedIndexBuffer,e.segments):c.draw(o,s.TRIANGLES,n,a,i,Et.disabled,u,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}}function $r(e,r,n,a,i,o,s){var l=e.context,c=l.gl;if(r.dem&&r.dem.data){var u=r.dem.dim,h=r.dem.stride,f=r.dem.getPixels();if(l.activeTexture.set(c.TEXTURE1),l.pixelStoreUnpackPremultiplyAlpha.set(!1),r.demTexture=r.demTexture||e.getTileTexture(h),r.demTexture){var p=r.demTexture;p.update(f,{premultiply:!1}),p.bind(c.NEAREST,c.CLAMP_TO_EDGE)}else r.demTexture=new t.Texture(l,f,c.RGBA,{premultiply:!1}),r.demTexture.bind(c.NEAREST,c.CLAMP_TO_EDGE);l.activeTexture.set(c.TEXTURE0);var d=r.fbo;if(!d){var g=new t.Texture(l,{width:u,height:u,data:null},c.RGBA);g.bind(c.LINEAR,c.CLAMP_TO_EDGE),(d=r.fbo=l.createFramebuffer(u,u)).colorAttachment.set(g.texture)}l.bindFramebuffer.set(d.framebuffer),l.viewport.set([0,0,u,u]),e.useProgram(\"hillshadePrepare\").draw(l,c.TRIANGLES,i,o,s,Et.disabled,Sr(r,a),n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments),r.needsHillshadePrepare=!1}}function tn(e,r,n,a,i){var o=a.paint.get(\"raster-fade-duration\");if(o>0){var s=t.browser.now(),l=(s-e.timeAdded)/o,c=r?(s-r.timeAdded)/o:-1,u=n.getSource(),h=i.coveringZoomLevel({tileSize:u.tileSize,roundZoom:u.roundZoom}),f=!r||Math.abs(r.tileID.overscaledZ-h)>Math.abs(e.tileID.overscaledZ-h),p=f&&e.refreshedUponExpiration?1:t.clamp(f?l:1-c,0,1);return e.refreshedUponExpiration&&l>=1&&(e.refreshedUponExpiration=!1),r?{opacity:1,mix:1-p}:{opacity:p,mix:0}}return{opacity:1,mix:0}}function en(e,r,n){var 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c=e.context,u=c.gl,h=e.depthModeForSublayer(0,Mt.ReadOnly),f=At.disabled,p=e.colorModeForRenderPass(),d=[],g=0;g<a.length;g++){var v=a[g],m=r.getTile(v),y=m.getBucket(n);if(y){var x=y.programConfigurations.get(n.id),b={programConfiguration:x,program:e.useProgram(\"circle\",x),layoutVertexBuffer:y.layoutVertexBuffer,indexBuffer:y.indexBuffer,uniformValues:br(e,v,m,n)};if(l)for(var _=0,w=y.segments.get();_<w.length;_+=1){var k=w[_];d.push({segments:new t.SegmentVector([k]),sortKey:k.sortKey,state:b})}else d.push({segments:y.segments,sortKey:0,state:b})}}l&&d.sort(function(t,e){return t.sortKey-e.sortKey});for(var T=0,M=d;T<M.length;T+=1){var A=M[T],S=A.state,E=S.programConfiguration,L=S.program,C=S.layoutVertexBuffer,P=S.indexBuffer,O=S.uniformValues,z=A.segments;L.draw(c,u.TRIANGLES,h,f,p,Et.disabled,O,n.id,C,P,z,n.paint,e.transform.zoom,E)}}}},heatmap:function(e,r,n,a){if(0!==n.paint.get(\"heatmap-opacity\"))if(\"offscreen\"===e.renderPass){var i=e.context,o=i.gl,s=e.depthModeForSublayer(0,Mt.ReadOnly),l=At.disabled,c=new St([o.ONE,o.ONE],t.Color.transparent,[!0,!0,!0,!0]);!function(t,e,r){var n=t.gl;t.activeTexture.set(n.TEXTURE1),t.viewport.set([0,0,e.width/4,e.height/4]);var a=r.heatmapFbo;if(a)n.bindTexture(n.TEXTURE_2D,a.colorAttachment.get()),t.bindFramebuffer.set(a.framebuffer);else{var i=n.createTexture();n.bindTexture(n.TEXTURE_2D,i),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,n.LINEAR),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,n.LINEAR),a=r.heatmapFbo=t.createFramebuffer(e.width/4,e.height/4),function t(e,r,n,a){var i=e.gl;i.texImage2D(i.TEXTURE_2D,0,i.RGBA,r.width/4,r.height/4,0,i.RGBA,e.extTextureHalfFloat?e.extTextureHalfFloat.HALF_FLOAT_OES:i.UNSIGNED_BYTE,null),a.colorAttachment.set(n),e.extTextureHalfFloat&&i.checkFramebufferStatus(i.FRAMEBUFFER)!==i.FRAMEBUFFER_COMPLETE&&(e.extTextureHalfFloat=null,a.colorAttachment.setDirty(),t(e,r,n,a))}(t,e,i,a)}}(i,e,n),i.clear({color:t.Color.transparent});for(var u=0;u<a.length;u++){var h=a[u];if(!r.hasRenderableParent(h)){var f=r.getTile(h),p=f.getBucket(n);if(p){var d=p.programConfigurations.get(n.id),g=e.useProgram(\"heatmap\",d),v=e.transform.zoom;g.draw(i,o.TRIANGLES,s,l,c,Et.disabled,Mr(h.posMatrix,f,v,n.paint.get(\"heatmap-intensity\")),n.id,p.layoutVertexBuffer,p.indexBuffer,p.segments,n.paint,e.transform.zoom,d)}}}i.viewport.set([0,0,e.width,e.height])}else\"translucent\"===e.renderPass&&(e.context.setColorMode(e.colorModeForRenderPass()),function(e,r){var n=e.context,a=n.gl,i=r.heatmapFbo;if(i){n.activeTexture.set(a.TEXTURE0),a.bindTexture(a.TEXTURE_2D,i.colorAttachment.get()),n.activeTexture.set(a.TEXTURE1);var o=r.colorRampTexture;o||(o=r.colorRampTexture=new t.Texture(n,r.colorRamp,a.RGBA)),o.bind(a.LINEAR,a.CLAMP_TO_EDGE),e.useProgram(\"heatmapTexture\").draw(n,a.TRIANGLES,Mt.disabled,At.disabled,e.colorModeForRenderPass(),Et.disabled,function(e,r,n,a){var i=t.create();t.ortho(i,0,e.width,e.height,0,0,1);var o=e.context.gl;return{u_matrix:i,u_world:[o.drawingBufferWidth,o.drawingBufferHeight],u_image:n,u_color_ramp:a,u_opacity:r.paint.get(\"heatmap-opacity\")}}(e,r,0,1),r.id,e.viewportBuffer,e.quadTriangleIndexBuffer,e.viewportSegments,r.paint,e.transform.zoom)}}(e,n))},line:function(e,r,n,a){if(\"translucent\"===e.renderPass){var i=n.paint.get(\"line-opacity\"),o=n.paint.get(\"line-width\");if(0!==i.constantOr(1)&&0!==o.constantOr(1)){var s=e.depthModeForSublayer(0,Mt.ReadOnly),l=e.colorModeForRenderPass(),c=n.paint.get(\"line-dasharray\"),u=n.paint.get(\"line-pattern\"),h=u.constantOr(1),f=n.paint.get(\"line-gradient\"),p=n.getCrossfadeParameters(),d=c?\"lineSDF\":h?\"linePattern\":f?\"lineGradient\":\"line\",g=e.context,v=g.gl,m=!0;if(f){g.activeTexture.set(v.TEXTURE0);var y=n.gradientTexture;if(!n.gradient)return;y||(y=n.gradientTexture=new t.Texture(g,n.gradient,v.RGBA)),y.bind(v.LINEAR,v.CLAMP_TO_EDGE)}for(var x=0,b=a;x<b.length;x+=1){var _=b[x],w=r.getTile(_);if(!h||w.patternsLoaded()){var k=w.getBucket(n);if(k){var T=k.programConfigurations.get(n.id),M=e.context.program.get(),A=e.useProgram(d,T),S=m||A.program!==M,E=u.constantOr(null);if(E&&w.imageAtlas){var L=w.imageAtlas.patternPositions[E.to],C=w.imageAtlas.patternPositions[E.from];L&&C&&T.setConstantPatternPositions(L,C)}var P=c?Or(e,w,n,c,p):h?Pr(e,w,n,p):f?Cr(e,w,n):Lr(e,w,n);c&&(S||e.lineAtlas.dirty)?(g.activeTexture.set(v.TEXTURE0),e.lineAtlas.bind(g)):h&&(g.activeTexture.set(v.TEXTURE0),w.imageAtlasTexture.bind(v.LINEAR,v.CLAMP_TO_EDGE),T.updatePatternPaintBuffers(p)),A.draw(g,v.TRIANGLES,s,e.stencilModeForClipping(_),l,Et.disabled,P,n.id,k.layoutVertexBuffer,k.indexBuffer,k.segments,n.paint,e.transform.zoom,T),m=!1}}}}}},fill:function(e,r,n,a){var i=n.paint.get(\"fill-color\"),o=n.paint.get(\"fill-opacity\");if(0!==o.constantOr(1)){var s=e.colorModeForRenderPass(),l=n.paint.get(\"fill-pattern\"),c=e.opaquePassEnabledForLayer()&&!l.constantOr(1)&&1===i.constantOr(t.Color.transparent).a&&1===o.constantOr(0)?\"opaque\":\"translucent\";if(e.renderPass===c){var u=e.depthModeForSublayer(1,\"opaque\"===e.renderPass?Mt.ReadWrite:Mt.ReadOnly);Jr(e,r,n,a,u,s,!1)}if(\"translucent\"===e.renderPass&&n.paint.get(\"fill-antialias\")){var h=e.depthModeForSublayer(n.getPaintProperty(\"fill-outline-color\")?2:0,Mt.ReadOnly);Jr(e,r,n,a,h,s,!0)}}},\"fill-extrusion\":function(t,e,r,n){var a=r.paint.get(\"fill-extrusion-opacity\");if(0!==a&&\"translucent\"===t.renderPass){var i=new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D);if(1!==a||r.paint.get(\"fill-extrusion-pattern\").constantOr(1))Kr(t,e,r,n,i,At.disabled,St.disabled),Kr(t,e,r,n,i,t.stencilModeFor3D(),t.colorModeForRenderPass());else{var o=t.colorModeForRenderPass();Kr(t,e,r,n,i,At.disabled,o)}}},hillshade:function(t,e,r,n){if(\"offscreen\"===t.renderPass||\"translucent\"===t.renderPass){for(var a=t.context,i=e.getSource().maxzoom,o=t.depthModeForSublayer(0,Mt.ReadOnly),s=At.disabled,l=t.colorModeForRenderPass(),c=0,u=n;c<u.length;c+=1){var h=u[c],f=e.getTile(h);f.needsHillshadePrepare&&\"offscreen\"===t.renderPass?$r(t,f,r,i,o,s,l):\"translucent\"===t.renderPass&&Qr(t,f,r,o,s,l)}a.viewport.set([0,0,t.width,t.height])}},raster:function(t,e,r,n){if(\"translucent\"===t.renderPass&&0!==r.paint.get(\"raster-opacity\"))for(var a=t.context,i=a.gl,o=e.getSource(),s=t.useProgram(\"raster\"),l=At.disabled,c=t.colorModeForRenderPass(),u=n.length&&n[0].overscaledZ,h=!t.options.moving,f=0,p=n;f<p.length;f+=1){var d=p[f],g=t.depthModeForSublayer(d.overscaledZ-u,1===r.paint.get(\"raster-opacity\")?Mt.ReadWrite:Mt.ReadOnly,i.LESS),v=e.getTile(d),m=t.transform.calculatePosMatrix(d.toUnwrapped(),h);v.registerFadeDuration(r.paint.get(\"raster-fade-duration\"));var y=e.findLoadedParent(d,0),x=tn(v,y,e,r,t.transform),b=void 0,_=void 0,w=\"nearest\"===r.paint.get(\"raster-resampling\")?i.NEAREST:i.LINEAR;a.activeTexture.set(i.TEXTURE0),v.texture.bind(w,i.CLAMP_TO_EDGE,i.LINEAR_MIPMAP_NEAREST),a.activeTexture.set(i.TEXTURE1),y?(y.texture.bind(w,i.CLAMP_TO_EDGE,i.LINEAR_MIPMAP_NEAREST),b=Math.pow(2,y.tileID.overscaledZ-v.tileID.overscaledZ),_=[v.tileID.canonical.x*b%1,v.tileID.canonical.y*b%1]):v.texture.bind(w,i.CLAMP_TO_EDGE,i.LINEAR_MIPMAP_NEAREST);var k=Dr(m,_||[0,0],b||1,x,r);o instanceof P?s.draw(a,i.TRIANGLES,g,l,c,Et.disabled,k,r.id,o.boundsBuffer,t.quadTriangleIndexBuffer,o.boundsSegments):v.maskedBoundsBuffer&&v.maskedIndexBuffer&&v.segments?s.draw(a,i.TRIANGLES,g,l,c,Et.disabled,k,r.id,v.maskedBoundsBuffer,v.maskedIndexBuffer,v.segments,r.paint,t.transform.zoom):s.draw(a,i.TRIANGLES,g,l,c,Et.disabled,k,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}},background:function(t,e,r){var n=r.paint.get(\"background-color\"),a=r.paint.get(\"background-opacity\");if(0!==a){var i=t.context,o=i.gl,s=t.transform,l=s.tileSize,c=r.paint.get(\"background-pattern\");if(!t.isPatternMissing(c)){var u=!c&&1===n.a&&1===a&&t.opaquePassEnabledForLayer()?\"opaque\":\"translucent\";if(t.renderPass===u){var h=At.disabled,f=t.depthModeForSublayer(0,\"opaque\"===u?Mt.ReadWrite:Mt.ReadOnly),p=t.colorModeForRenderPass(),d=t.useProgram(c?\"backgroundPattern\":\"background\"),g=s.coveringTiles({tileSize:l});c&&(i.activeTexture.set(o.TEXTURE0),t.imageManager.bind(t.context));for(var v=r.getCrossfadeParameters(),m=0,y=g;m<y.length;m+=1){var x=y[m],b=t.transform.calculatePosMatrix(x.toUnwrapped()),_=c?Nr(b,a,t,c,{tileID:x,tileSize:l},v):Br(b,a,n);d.draw(i,o.TRIANGLES,f,h,p,Et.disabled,_,r.id,t.tileExtentBuffer,t.quadTriangleIndexBuffer,t.tileExtentSegments)}}}}},debug:function(t,e,r){for(var n=0;n<r.length;n++)en(t,e,r[n])},custom:function(t,e,r){var n=t.context,a=r.implementation;if(\"offscreen\"===t.renderPass){var i=a.prerender;i&&(t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),i.call(a,n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState())}else if(\"translucent\"===t.renderPass){t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),n.setStencilMode(At.disabled);var o=\"3d\"===a.renderingMode?new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D):t.depthModeForSublayer(0,Mt.ReadOnly);n.setDepthMode(o),a.render(n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState(),n.bindFramebuffer.set(null)}}},an=function(e,r){this.context=new Lt(e),this.transform=r,this._tileTextures={},this.setup(),this.numSublayers=Ct.maxUnderzooming+Ct.maxOverzooming+1,this.depthEpsilon=1/Math.pow(2,16),this.depthRboNeedsClear=!0,this.emptyProgramConfiguration=new t.ProgramConfiguration,this.crossTileSymbolIndex=new Oe};function on(t,e){if(t.y>e.y){var r=t;t=e,e=r}return{x0:t.x,y0:t.y,x1:e.x,y1:e.y,dx:e.x-t.x,dy:e.y-t.y}}function sn(t,e,r,n,a){var i=Math.max(r,Math.floor(e.y0)),o=Math.min(n,Math.ceil(e.y1));if(t.x0===e.x0&&t.y0===e.y0?t.x0+e.dy/t.dy*t.dx<e.x1:t.x1-e.dy/t.dy*t.dx<e.x0){var s=t;t=e,e=s}for(var l=t.dx/t.dy,c=e.dx/e.dy,u=t.dx>0,h=e.dx<0,f=i;f<o;f++){var p=l*Math.max(0,Math.min(t.dy,f+u-t.y0))+t.x0,d=c*Math.max(0,Math.min(e.dy,f+h-e.y0))+e.x0;a(Math.floor(d),Math.ceil(p),f)}}function ln(t,e,r,n,a,i){var o,s=on(t,e),l=on(e,r),c=on(r,t);s.dy>l.dy&&(o=s,s=l,l=o),s.dy>c.dy&&(o=s,s=c,c=o),l.dy>c.dy&&(o=l,l=c,c=o),s.dy&&sn(c,s,n,a,i),l.dy&&sn(c,l,n,a,i)}an.prototype.resize=function(e,r){var n=this.context.gl;if(this.width=e*t.browser.devicePixelRatio,this.height=r*t.browser.devicePixelRatio,this.context.viewport.set([0,0,this.width,this.height]),this.style)for(var a=0,i=this.style._order;a<i.length;a+=1){var o=i[a];this.style._layers[o].resize()}this.depthRbo&&(n.deleteRenderbuffer(this.depthRbo),this.depthRbo=null)},an.prototype.setup=function(){var e=this.context,r=new t.StructArrayLayout2i4;r.emplaceBack(0,0),r.emplaceBack(t.EXTENT,0),r.emplaceBack(0,t.EXTENT),r.emplaceBack(t.EXTENT,t.EXTENT),this.tileExtentBuffer=e.createVertexBuffer(r,Fe.members),this.tileExtentSegments=t.SegmentVector.simpleSegment(0,0,4,2);var n=new t.StructArrayLayout2i4;n.emplaceBack(0,0),n.emplaceBack(t.EXTENT,0),n.emplaceBack(0,t.EXTENT),n.emplaceBack(t.EXTENT,t.EXTENT),this.debugBuffer=e.createVertexBuffer(n,Fe.members),this.debugSegments=t.SegmentVector.simpleSegment(0,0,4,5);var a=new t.StructArrayLayout4i8;a.emplaceBack(0,0,0,0),a.emplaceBack(t.EXTENT,0,t.EXTENT,0),a.emplaceBack(0,t.EXTENT,0,t.EXTENT),a.emplaceBack(t.EXTENT,t.EXTENT,t.EXTENT,t.EXTENT),this.rasterBoundsBuffer=e.createVertexBuffer(a,t.rasterBoundsAttributes.members),this.rasterBoundsSegments=t.SegmentVector.simpleSegment(0,0,4,2);var i=new t.StructArrayLayout2i4;i.emplaceBack(0,0),i.emplaceBack(1,0),i.emplaceBack(0,1),i.emplaceBack(1,1),this.viewportBuffer=e.createVertexBuffer(i,Fe.members),this.viewportSegments=t.SegmentVector.simpleSegment(0,0,4,2);var o=new t.StructArrayLayout1ui2;o.emplaceBack(0),o.emplaceBack(1),o.emplaceBack(3),o.emplaceBack(2),o.emplaceBack(0),this.tileBorderIndexBuffer=e.createIndexBuffer(o);var s=new t.StructArrayLayout3ui6;s.emplaceBack(0,1,2),s.emplaceBack(2,1,3),this.quadTriangleIndexBuffer=e.createIndexBuffer(s);var l=this.context.gl;this.stencilClearMode=new At({func:l.ALWAYS,mask:0},0,255,l.ZERO,l.ZERO,l.ZERO)},an.prototype.clearStencil=function(){var e=this.context,r=e.gl;this.nextStencilID=1,this.currentStencilSource=void 0;var n=t.create();t.ortho(n,0,this.width,this.height,0,0,1),t.scale(n,n,[r.drawingBufferWidth,r.drawingBufferHeight,0]),this.useProgram(\"clippingMask\").draw(e,r.TRIANGLES,Mt.disabled,this.stencilClearMode,St.disabled,Et.disabled,Tr(n),\"$clipping\",this.viewportBuffer,this.quadTriangleIndexBuffer,this.viewportSegments)},an.prototype._renderTileClippingMasks=function(t,e){if(this.currentStencilSource!==t.source&&t.isTileClipped()&&e&&e.length){this.currentStencilSource=t.source;var r=this.context,n=r.gl;this.nextStencilID+e.length>256&&this.clearStencil(),r.setColorMode(St.disabled),r.setDepthMode(Mt.disabled);var a=this.useProgram(\"clippingMask\");this._tileClippingMaskIDs={};for(var i=0,o=e;i<o.length;i+=1){var s=o[i],l=this._tileClippingMaskIDs[s.key]=this.nextStencilID++;a.draw(r,n.TRIANGLES,Mt.disabled,new At({func:n.ALWAYS,mask:0},l,255,n.KEEP,n.KEEP,n.REPLACE),St.disabled,Et.disabled,Tr(s.posMatrix),\"$clipping\",this.tileExtentBuffer,this.quadTriangleIndexBuffer,this.tileExtentSegments)}}},an.prototype.stencilModeFor3D=function(){this.currentStencilSource=void 0,this.nextStencilID+1>256&&this.clearStencil();var t=this.nextStencilID++,e=this.context.gl;return new At({func:e.NOTEQUAL,mask:255},t,255,e.KEEP,e.KEEP,e.REPLACE)},an.prototype.stencilModeForClipping=function(t){var e=this.context.gl;return new At({func:e.EQUAL,mask:255},this._tileClippingMaskIDs[t.key],0,e.KEEP,e.KEEP,e.REPLACE)},an.prototype.colorModeForRenderPass=function(){var e=this.context.gl;return this._showOverdrawInspector?new St([e.CONSTANT_COLOR,e.ONE],new t.Color(1/8,1/8,1/8,0),[!0,!0,!0,!0]):\"opaque\"===this.renderPass?St.unblended:St.alphaBlended},an.prototype.depthModeForSublayer=function(t,e,r){if(!this.opaquePassEnabledForLayer())return Mt.disabled;var n=1-((1+this.currentLayer)*this.numSublayers+t)*this.depthEpsilon;return new Mt(r||this.context.gl.LEQUAL,e,[n,n])},an.prototype.opaquePassEnabledForLayer=function(){return this.currentLayer<this.opaquePassCutoff},an.prototype.render=function(e,r){this.style=e,this.options=r,this.lineAtlas=e.lineAtlas,this.imageManager=e.imageManager,this.glyphManager=e.glyphManager,this.symbolFadeChange=e.placement.symbolFadeChange(t.browser.now()),this.imageManager.beginFrame();var n=this.style._order,a=this.style.sourceCaches;for(var i in a){var o=a[i];o.used&&o.prepare(this.context)}var s={},l={},c={};for(var u in a){var h=a[u];s[u]=h.getVisibleCoordinates(),l[u]=s[u].slice().reverse(),c[u]=h.getVisibleCoordinates(!0).reverse()}for(var f in a){var p=a[f],d=p.getSource();if(\"raster\"===d.type||\"raster-dem\"===d.type){for(var g=[],v=0,m=s[f];v<m.length;v+=1){var y=m[v];g.push(p.getTile(y))}Vr(g,this.context)}}this.opaquePassCutoff=1/0;for(var x=0;x<n.length;x++){var b=n[x];if(this.style._layers[b].is3D()){this.opaquePassCutoff=x;break}}this.renderPass=\"offscreen\",this.depthRboNeedsClear=!0;for(var _=0,w=n;_<w.length;_+=1){var k=w[_],T=this.style._layers[k];if(T.hasOffscreenPass()&&!T.isHidden(this.transform.zoom)){var M=l[T.source];(\"custom\"===T.type||M.length)&&this.renderLayer(this,a[T.source],T,M)}}for(this.context.bindFramebuffer.set(null),this.context.clear({color:r.showOverdrawInspector?t.Color.black:t.Color.transparent,depth:1}),this.clearStencil(),this._showOverdrawInspector=r.showOverdrawInspector,this.depthRangeFor3D=[0,1-(e._order.length+2)*this.numSublayers*this.depthEpsilon],this.renderPass=\"opaque\",this.currentLayer=n.length-1;this.currentLayer>=0;this.currentLayer--){var A=this.style._layers[n[this.currentLayer]],S=a[A.source],E=s[A.source];this._renderTileClippingMasks(A,E),this.renderLayer(this,S,A,E)}for(this.renderPass=\"translucent\",this.currentLayer=0;this.currentLayer<n.length;this.currentLayer++){var L=this.style._layers[n[this.currentLayer]],C=a[L.source],P=(\"symbol\"===L.type?c:l)[L.source];this._renderTileClippingMasks(L,s[L.source]),this.renderLayer(this,C,L,P)}if(this.options.showTileBoundaries)for(var O in a){nn.debug(this,a[O],s[O]);break}this.context.setDefault()},an.prototype.setupOffscreenDepthRenderbuffer=function(){var t=this.context;this.depthRbo||(this.depthRbo=t.createRenderbuffer(t.gl.DEPTH_COMPONENT16,this.width,this.height))},an.prototype.renderLayer=function(t,e,r,n){r.isHidden(this.transform.zoom)||(\"background\"===r.type||\"custom\"===r.type||n.length)&&(this.id=r.id,nn[r.type](t,e,r,n,this.style.placement.variableOffsets))},an.prototype.translatePosMatrix=function(e,r,n,a,i){if(!n[0]&&!n[1])return e;var o=i?\"map\"===a?this.transform.angle:0:\"viewport\"===a?-this.transform.angle:0;if(o){var s=Math.sin(o),l=Math.cos(o);n=[n[0]*l-n[1]*s,n[0]*s+n[1]*l]}var c=[i?n[0]:ce(r,n[0],this.transform.zoom),i?n[1]:ce(r,n[1],this.transform.zoom),0],u=new Float32Array(16);return t.translate(u,e,c),u},an.prototype.saveTileTexture=function(t){var e=this._tileTextures[t.size[0]];e?e.push(t):this._tileTextures[t.size[0]]=[t]},an.prototype.getTileTexture=function(t){var e=this._tileTextures[t];return e&&e.length>0?e.pop():null},an.prototype.isPatternMissing=function(t){if(!t)return!1;var e=this.imageManager.getPattern(t.from),r=this.imageManager.getPattern(t.to);return!e||!r},an.prototype.useProgram=function(t,e){void 0===e&&(e=this.emptyProgramConfiguration),this.cache=this.cache||{};var r=\"\"+t+(e.cacheKey||\"\")+(this._showOverdrawInspector?\"/overdraw\":\"\");return this.cache[r]||(this.cache[r]=new fr(this.context,ur[t],e,jr[t],this._showOverdrawInspector)),this.cache[r]},an.prototype.setCustomLayerDefaults=function(){this.context.unbindVAO(),this.context.cullFace.setDefault(),this.context.activeTexture.setDefault(),this.context.pixelStoreUnpack.setDefault(),this.context.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.context.pixelStoreUnpackFlipY.setDefault()},an.prototype.setBaseState=function(){var t=this.context.gl;this.context.cullFace.set(!1),this.context.viewport.set([0,0,this.width,this.height]),this.context.blendEquation.set(t.FUNC_ADD)};var cn=function(e,r,n){this.tileSize=512,this.maxValidLatitude=85.051129,this._renderWorldCopies=void 0===n||n,this._minZoom=e||0,this._maxZoom=r||22,this.setMaxBounds(),this.width=0,this.height=0,this._center=new t.LngLat(0,0),this.zoom=0,this.angle=0,this._fov=.6435011087932844,this._pitch=0,this._unmodified=!0,this._posMatrixCache={},this._alignedPosMatrixCache={}},un={minZoom:{configurable:!0},maxZoom:{configurable:!0},renderWorldCopies:{configurable:!0},worldSize:{configurable:!0},centerPoint:{configurable:!0},size:{configurable:!0},bearing:{configurable:!0},pitch:{configurable:!0},fov:{configurable:!0},zoom:{configurable:!0},center:{configurable:!0},unmodified:{configurable:!0},point:{configurable:!0}};cn.prototype.clone=function(){var t=new cn(this._minZoom,this._maxZoom,this._renderWorldCopies);return t.tileSize=this.tileSize,t.latRange=this.latRange,t.width=this.width,t.height=this.height,t._center=this._center,t.zoom=this.zoom,t.angle=this.angle,t._fov=this._fov,t._pitch=this._pitch,t._unmodified=this._unmodified,t._calcMatrices(),t},un.minZoom.get=function(){return this._minZoom},un.minZoom.set=function(t){this._minZoom!==t&&(this._minZoom=t,this.zoom=Math.max(this.zoom,t))},un.maxZoom.get=function(){return this._maxZoom},un.maxZoom.set=function(t){this._maxZoom!==t&&(this._maxZoom=t,this.zoom=Math.min(this.zoom,t))},un.renderWorldCopies.get=function(){return this._renderWorldCopies},un.renderWorldCopies.set=function(t){void 0===t?t=!0:null===t&&(t=!1),this._renderWorldCopies=t},un.worldSize.get=function(){return this.tileSize*this.scale},un.centerPoint.get=function(){return this.size._div(2)},un.size.get=function(){return new t.Point(this.width,this.height)},un.bearing.get=function(){return-this.angle/Math.PI*180},un.bearing.set=function(e){var r=-t.wrap(e,-180,180)*Math.PI/180;this.angle!==r&&(this._unmodified=!1,this.angle=r,this._calcMatrices(),this.rotationMatrix=t.create$2(),t.rotate(this.rotationMatrix,this.rotationMatrix,this.angle))},un.pitch.get=function(){return this._pitch/Math.PI*180},un.pitch.set=function(e){var r=t.clamp(e,0,60)/180*Math.PI;this._pitch!==r&&(this._unmodified=!1,this._pitch=r,this._calcMatrices())},un.fov.get=function(){return this._fov/Math.PI*180},un.fov.set=function(t){t=Math.max(.01,Math.min(60,t)),this._fov!==t&&(this._unmodified=!1,this._fov=t/180*Math.PI,this._calcMatrices())},un.zoom.get=function(){return this._zoom},un.zoom.set=function(t){var e=Math.min(Math.max(t,this.minZoom),this.maxZoom);this._zoom!==e&&(this._unmodified=!1,this._zoom=e,this.scale=this.zoomScale(e),this.tileZoom=Math.floor(e),this.zoomFraction=e-this.tileZoom,this._constrain(),this._calcMatrices())},un.center.get=function(){return this._center},un.center.set=function(t){t.lat===this._center.lat&&t.lng===this._center.lng||(this._unmodified=!1,this._center=t,this._constrain(),this._calcMatrices())},cn.prototype.coveringZoomLevel=function(t){return(t.roundZoom?Math.round:Math.floor)(this.zoom+this.scaleZoom(this.tileSize/t.tileSize))},cn.prototype.getVisibleUnwrappedCoordinates=function(e){var r=[new t.UnwrappedTileID(0,e)];if(this._renderWorldCopies)for(var n=this.pointCoordinate(new t.Point(0,0)),a=this.pointCoordinate(new t.Point(this.width,0)),i=this.pointCoordinate(new t.Point(this.width,this.height)),o=this.pointCoordinate(new t.Point(0,this.height)),s=Math.floor(Math.min(n.x,a.x,i.x,o.x)),l=Math.floor(Math.max(n.x,a.x,i.x,o.x)),c=s-1;c<=l+1;c++)0!==c&&r.push(new t.UnwrappedTileID(c,e));return r},cn.prototype.coveringTiles=function(e){var r=this.coveringZoomLevel(e),n=r;if(void 0!==e.minzoom&&r<e.minzoom)return[];void 0!==e.maxzoom&&r>e.maxzoom&&(r=e.maxzoom);var a=t.MercatorCoordinate.fromLngLat(this.center),i=Math.pow(2,r),o=new t.Point(i*a.x-.5,i*a.y-.5);return function(e,r,n,a){void 0===a&&(a=!0);var i=1<<e,o={};function s(r,s,l){var c,u,h,f;if(l>=0&&l<=i)for(c=r;c<s;c++)u=Math.floor(c/i),h=(c%i+i)%i,0!==u&&!0!==a||(f=new t.OverscaledTileID(n,u,e,h,l),o[f.key]=f)}var l=r.map(function(e){return new t.Point(e.x,e.y)._mult(i)});return ln(l[0],l[1],l[2],0,i,s),ln(l[2],l[3],l[0],0,i,s),Object.keys(o).map(function(t){return o[t]})}(r,[this.pointCoordinate(new t.Point(0,0)),this.pointCoordinate(new t.Point(this.width,0)),this.pointCoordinate(new t.Point(this.width,this.height)),this.pointCoordinate(new t.Point(0,this.height))],e.reparseOverscaled?n:r,this._renderWorldCopies).sort(function(t,e){return o.dist(t.canonical)-o.dist(e.canonical)})},cn.prototype.resize=function(t,e){this.width=t,this.height=e,this.pixelsToGLUnits=[2/t,-2/e],this._constrain(),this._calcMatrices()},un.unmodified.get=function(){return this._unmodified},cn.prototype.zoomScale=function(t){return Math.pow(2,t)},cn.prototype.scaleZoom=function(t){return Math.log(t)/Math.LN2},cn.prototype.project=function(e){var r=t.clamp(e.lat,-this.maxValidLatitude,this.maxValidLatitude);return new t.Point(t.mercatorXfromLng(e.lng)*this.worldSize,t.mercatorYfromLat(r)*this.worldSize)},cn.prototype.unproject=function(e){return new t.MercatorCoordinate(e.x/this.worldSize,e.y/this.worldSize).toLngLat()},un.point.get=function(){return this.project(this.center)},cn.prototype.setLocationAtPoint=function(e,r){var n=this.pointCoordinate(r),a=this.pointCoordinate(this.centerPoint),i=this.locationCoordinate(e),o=new t.MercatorCoordinate(i.x-(n.x-a.x),i.y-(n.y-a.y));this.center=this.coordinateLocation(o),this._renderWorldCopies&&(this.center=this.center.wrap())},cn.prototype.locationPoint=function(t){return this.coordinatePoint(this.locationCoordinate(t))},cn.prototype.pointLocation=function(t){return this.coordinateLocation(this.pointCoordinate(t))},cn.prototype.locationCoordinate=function(e){return t.MercatorCoordinate.fromLngLat(e)},cn.prototype.coordinateLocation=function(t){return t.toLngLat()},cn.prototype.pointCoordinate=function(e){var r=[e.x,e.y,0,1],n=[e.x,e.y,1,1];t.transformMat4(r,r,this.pixelMatrixInverse),t.transformMat4(n,n,this.pixelMatrixInverse);var a=r[3],i=n[3],o=r[0]/a,s=n[0]/i,l=r[1]/a,c=n[1]/i,u=r[2]/a,h=n[2]/i,f=u===h?0:(0-u)/(h-u);return new t.MercatorCoordinate(t.number(o,s,f)/this.worldSize,t.number(l,c,f)/this.worldSize)},cn.prototype.coordinatePoint=function(e){var r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix),new t.Point(r[0]/r[3],r[1]/r[3])},cn.prototype.getBounds=function(){return(new t.LngLatBounds).extend(this.pointLocation(new t.Point(0,0))).extend(this.pointLocation(new t.Point(this.width,0))).extend(this.pointLocation(new t.Point(this.width,this.height))).extend(this.pointLocation(new t.Point(0,this.height)))},cn.prototype.getMaxBounds=function(){return this.latRange&&2===this.latRange.length&&this.lngRange&&2===this.lngRange.length?new t.LngLatBounds([this.lngRange[0],this.latRange[0]],[this.lngRange[1],this.latRange[1]]):null},cn.prototype.setMaxBounds=function(t){t?(this.lngRange=[t.getWest(),t.getEast()],this.latRange=[t.getSouth(),t.getNorth()],this._constrain()):(this.lngRange=null,this.latRange=[-this.maxValidLatitude,this.maxValidLatitude])},cn.prototype.calculatePosMatrix=function(e,r){void 0===r&&(r=!1);var n=e.key,a=r?this._alignedPosMatrixCache:this._posMatrixCache;if(a[n])return a[n];var i=e.canonical,o=this.worldSize/this.zoomScale(i.z),s=i.x+Math.pow(2,i.z)*e.wrap,l=t.identity(new Float64Array(16));return t.translate(l,l,[s*o,i.y*o,0]),t.scale(l,l,[o/t.EXTENT,o/t.EXTENT,1]),t.multiply(l,r?this.alignedProjMatrix:this.projMatrix,l),a[n]=new Float32Array(l),a[n]},cn.prototype.customLayerMatrix=function(){return this.mercatorMatrix.slice()},cn.prototype._constrain=function(){if(this.center&&this.width&&this.height&&!this._constraining){this._constraining=!0;var e,r,n,a,i=-90,o=90,s=-180,l=180,c=this.size,u=this._unmodified;if(this.latRange){var h=this.latRange;i=t.mercatorYfromLat(h[1])*this.worldSize,e=(o=t.mercatorYfromLat(h[0])*this.worldSize)-i<c.y?c.y/(o-i):0}if(this.lngRange){var f=this.lngRange;s=t.mercatorXfromLng(f[0])*this.worldSize,r=(l=t.mercatorXfromLng(f[1])*this.worldSize)-s<c.x?c.x/(l-s):0}var p=this.point,d=Math.max(r||0,e||0);if(d)return this.center=this.unproject(new t.Point(r?(l+s)/2:p.x,e?(o+i)/2:p.y)),this.zoom+=this.scaleZoom(d),this._unmodified=u,void(this._constraining=!1);if(this.latRange){var g=p.y,v=c.y/2;g-v<i&&(a=i+v),g+v>o&&(a=o-v)}if(this.lngRange){var m=p.x,y=c.x/2;m-y<s&&(n=s+y),m+y>l&&(n=l-y)}void 0===n&&void 0===a||(this.center=this.unproject(new t.Point(void 0!==n?n:p.x,void 0!==a?a:p.y))),this._unmodified=u,this._constraining=!1}},cn.prototype._calcMatrices=function(){if(this.height){this.cameraToCenterDistance=.5/Math.tan(this._fov/2)*this.height;var e=this._fov/2,r=Math.PI/2+this._pitch,n=Math.sin(e)*this.cameraToCenterDistance/Math.sin(Math.PI-r-e),a=this.point,i=a.x,o=a.y,s=1.01*(Math.cos(Math.PI/2-this._pitch)*n+this.cameraToCenterDistance),l=this.height/50,c=new Float64Array(16);t.perspective(c,this._fov,this.width/this.height,l,s),t.scale(c,c,[1,-1,1]),t.translate(c,c,[0,0,-this.cameraToCenterDistance]),t.rotateX(c,c,this._pitch),t.rotateZ(c,c,this.angle),t.translate(c,c,[-i,-o,0]),this.mercatorMatrix=t.scale([],c,[this.worldSize,this.worldSize,this.worldSize]),t.scale(c,c,[1,1,t.mercatorZfromAltitude(1,this.center.lat)*this.worldSize,1]),this.projMatrix=c;var u=this.width%2/2,h=this.height%2/2,f=Math.cos(this.angle),p=Math.sin(this.angle),d=i-Math.round(i)+f*u+p*h,g=o-Math.round(o)+f*h+p*u,v=new Float64Array(c);if(t.translate(v,v,[d>.5?d-1:d,g>.5?g-1:g,0]),this.alignedProjMatrix=v,c=t.create(),t.scale(c,c,[this.width/2,-this.height/2,1]),t.translate(c,c,[1,-1,0]),this.labelPlaneMatrix=c,c=t.create(),t.scale(c,c,[1,-1,1]),t.translate(c,c,[-1,-1,0]),t.scale(c,c,[2/this.width,2/this.height,1]),this.glCoordMatrix=c,this.pixelMatrix=t.multiply(new Float64Array(16),this.labelPlaneMatrix,this.projMatrix),!(c=t.invert(new Float64Array(16),this.pixelMatrix)))throw new Error(\"failed to invert matrix\");this.pixelMatrixInverse=c,this._posMatrixCache={},this._alignedPosMatrixCache={}}},cn.prototype.maxPitchScaleFactor=function(){if(!this.pixelMatrixInverse)return 1;var e=this.pointCoordinate(new t.Point(0,0)),r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix)[3]/this.cameraToCenterDistance},cn.prototype.getCameraPoint=function(){var e=this._pitch,r=Math.tan(e)*(this.cameraToCenterDistance||1);return this.centerPoint.add(new t.Point(0,r))},cn.prototype.getCameraQueryGeometry=function(e){var r=this.getCameraPoint();if(1===e.length)return[e[0],r];for(var n=r.x,a=r.y,i=r.x,o=r.y,s=0,l=e;s<l.length;s+=1){var c=l[s];n=Math.min(n,c.x),a=Math.min(a,c.y),i=Math.max(i,c.x),o=Math.max(o,c.y)}return[new t.Point(n,a),new t.Point(i,a),new t.Point(i,o),new t.Point(n,o),new t.Point(n,a)]},Object.defineProperties(cn.prototype,un);var hn=function(){var e,r,n,a;t.bindAll([\"_onHashChange\",\"_updateHash\"],this),this._updateHash=(e=this._updateHashUnthrottled.bind(this),300,r=!1,n=null,a=function(){n=null,r&&(e(),n=setTimeout(a,300),r=!1)},function(){return r=!0,n||a(),n})};hn.prototype.addTo=function(e){return this._map=e,t.window.addEventListener(\"hashchange\",this._onHashChange,!1),this._map.on(\"moveend\",this._updateHash),this},hn.prototype.remove=function(){return t.window.removeEventListener(\"hashchange\",this._onHashChange,!1),this._map.off(\"moveend\",this._updateHash),clearTimeout(this._updateHash()),delete this._map,this},hn.prototype.getHashString=function(t){var e=this._map.getCenter(),r=Math.round(100*this._map.getZoom())/100,n=Math.ceil((r*Math.LN2+Math.log(512/360/.5))/Math.LN10),a=Math.pow(10,n),i=Math.round(e.lng*a)/a,o=Math.round(e.lat*a)/a,s=this._map.getBearing(),l=this._map.getPitch(),c=\"\";return c+=t?\"#/\"+i+\"/\"+o+\"/\"+r:\"#\"+r+\"/\"+o+\"/\"+i,(s||l)&&(c+=\"/\"+Math.round(10*s)/10),l&&(c+=\"/\"+Math.round(l)),c},hn.prototype._onHashChange=function(){var e=t.window.location.hash.replace(\"#\",\"\").split(\"/\");return e.length>=3&&(this._map.jumpTo({center:[+e[2],+e[1]],zoom:+e[0],bearing:+(e[3]||0),pitch:+(e[4]||0)}),!0)},hn.prototype._updateHashUnthrottled=function(){var e=this.getHashString();try{t.window.history.replaceState(t.window.history.state,\"\",e)}catch(t){}};var fn=function(e){function n(n,a,i,o){void 0===o&&(o={});var s=r.mousePos(a.getCanvasContainer(),i),l=a.unproject(s);e.call(this,n,t.extend({point:s,lngLat:l,originalEvent:i},o)),this._defaultPrevented=!1,this.target=a}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var a={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},a.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,a),n}(t.Event),pn=function(e){function n(n,a,i){var o=r.touchPos(a.getCanvasContainer(),i),s=o.map(function(t){return a.unproject(t)}),l=o.reduce(function(t,e,r,n){return t.add(e.div(n.length))},new t.Point(0,0)),c=a.unproject(l);e.call(this,n,{points:o,point:l,lngLats:s,lngLat:c,originalEvent:i}),this._defaultPrevented=!1}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var a={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},a.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,a),n}(t.Event),dn=function(t){function e(e,r,n){t.call(this,e,{originalEvent:n}),this._defaultPrevented=!1}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={defaultPrevented:{configurable:!0}};return e.prototype.preventDefault=function(){this._defaultPrevented=!0},r.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(e.prototype,r),e}(t.Event),gn=function(e){this._map=e,this._el=e.getCanvasContainer(),this._delta=0,this._defaultZoomRate=.01,this._wheelZoomRate=1/450,t.bindAll([\"_onWheel\",\"_onTimeout\",\"_onScrollFrame\",\"_onScrollFinished\"],this)};gn.prototype.setZoomRate=function(t){this._defaultZoomRate=t},gn.prototype.setWheelZoomRate=function(t){this._wheelZoomRate=t},gn.prototype.isEnabled=function(){return!!this._enabled},gn.prototype.isActive=function(){return!!this._active},gn.prototype.isZooming=function(){return!!this._zooming},gn.prototype.enable=function(t){this.isEnabled()||(this._enabled=!0,this._aroundCenter=t&&\"center\"===t.around)},gn.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},gn.prototype.onWheel=function(e){if(this.isEnabled()){var r=e.deltaMode===t.window.WheelEvent.DOM_DELTA_LINE?40*e.deltaY:e.deltaY,n=t.browser.now(),a=n-(this._lastWheelEventTime||0);this._lastWheelEventTime=n,0!==r&&r%4.000244140625==0?this._type=\"wheel\":0!==r&&Math.abs(r)<4?this._type=\"trackpad\":a>400?(this._type=null,this._lastValue=r,this._timeout=setTimeout(this._onTimeout,40,e)):this._type||(this._type=Math.abs(a*r)<200?\"trackpad\":\"wheel\",this._timeout&&(clearTimeout(this._timeout),this._timeout=null,r+=this._lastValue)),e.shiftKey&&r&&(r/=4),this._type&&(this._lastWheelEvent=e,this._delta-=r,this.isActive()||this._start(e)),e.preventDefault()}},gn.prototype._onTimeout=function(t){this._type=\"wheel\",this._delta-=this._lastValue,this.isActive()||this._start(t)},gn.prototype._start=function(e){if(this._delta){this._frameId&&(this._map._cancelRenderFrame(this._frameId),this._frameId=null),this._active=!0,this.isZooming()||(this._zooming=!0,this._map.fire(new t.Event(\"movestart\",{originalEvent:e})),this._map.fire(new t.Event(\"zoomstart\",{originalEvent:e}))),this._finishTimeout&&clearTimeout(this._finishTimeout);var n=r.mousePos(this._el,e);this._around=t.LngLat.convert(this._aroundCenter?this._map.getCenter():this._map.unproject(n)),this._aroundPoint=this._map.transform.locationPoint(this._around),this._frameId||(this._frameId=this._map._requestRenderFrame(this._onScrollFrame))}},gn.prototype._onScrollFrame=function(){var e=this;if(this._frameId=null,this.isActive()){var r=this._map.transform;if(0!==this._delta){var n=\"wheel\"===this._type&&Math.abs(this._delta)>4.000244140625?this._wheelZoomRate:this._defaultZoomRate,a=2/(1+Math.exp(-Math.abs(this._delta*n)));this._delta<0&&0!==a&&(a=1/a);var i=\"number\"==typeof this._targetZoom?r.zoomScale(this._targetZoom):r.scale;this._targetZoom=Math.min(r.maxZoom,Math.max(r.minZoom,r.scaleZoom(i*a))),\"wheel\"===this._type&&(this._startZoom=r.zoom,this._easing=this._smoothOutEasing(200)),this._delta=0}var o=\"number\"==typeof this._targetZoom?this._targetZoom:r.zoom,s=this._startZoom,l=this._easing,c=!1;if(\"wheel\"===this._type&&s&&l){var u=Math.min((t.browser.now()-this._lastWheelEventTime)/200,1),h=l(u);r.zoom=t.number(s,o,h),u<1?this._frameId||(this._frameId=this._map._requestRenderFrame(this._onScrollFrame)):c=!0}else r.zoom=o,c=!0;r.setLocationAtPoint(this._around,this._aroundPoint),this._map.fire(new t.Event(\"move\",{originalEvent:this._lastWheelEvent})),this._map.fire(new t.Event(\"zoom\",{originalEvent:this._lastWheelEvent})),c&&(this._active=!1,this._finishTimeout=setTimeout(function(){e._zooming=!1,e._map.fire(new t.Event(\"zoomend\",{originalEvent:e._lastWheelEvent})),e._map.fire(new t.Event(\"moveend\",{originalEvent:e._lastWheelEvent})),delete e._targetZoom},200))}},gn.prototype._smoothOutEasing=function(e){var r=t.ease;if(this._prevEase){var n=this._prevEase,a=(t.browser.now()-n.start)/n.duration,i=n.easing(a+.01)-n.easing(a),o=.27/Math.sqrt(i*i+1e-4)*.01,s=Math.sqrt(.0729-o*o);r=t.bezier(o,s,.25,1)}return this._prevEase={start:t.browser.now(),duration:e,easing:r},r};var vn=function(e,r){this._map=e,this._el=e.getCanvasContainer(),this._container=e.getContainer(),this._clickTolerance=r.clickTolerance||1,t.bindAll([\"_onMouseMove\",\"_onMouseUp\",\"_onKeyDown\"],this)};vn.prototype.isEnabled=function(){return!!this._enabled},vn.prototype.isActive=function(){return!!this._active},vn.prototype.enable=function(){this.isEnabled()||(this._enabled=!0)},vn.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},vn.prototype.onMouseDown=function(e){this.isEnabled()&&e.shiftKey&&0===e.button&&(t.window.document.addEventListener(\"mousemove\",this._onMouseMove,!1),t.window.document.addEventListener(\"keydown\",this._onKeyDown,!1),t.window.document.addEventListener(\"mouseup\",this._onMouseUp,!1),r.disableDrag(),this._startPos=this._lastPos=r.mousePos(this._el,e),this._active=!0)},vn.prototype._onMouseMove=function(t){var e=r.mousePos(this._el,t);if(!(this._lastPos.equals(e)||!this._box&&e.dist(this._startPos)<this._clickTolerance)){var n=this._startPos;this._lastPos=e,this._box||(this._box=r.create(\"div\",\"mapboxgl-boxzoom\",this._container),this._container.classList.add(\"mapboxgl-crosshair\"),this._fireEvent(\"boxzoomstart\",t));var a=Math.min(n.x,e.x),i=Math.max(n.x,e.x),o=Math.min(n.y,e.y),s=Math.max(n.y,e.y);r.setTransform(this._box,\"translate(\"+a+\"px,\"+o+\"px)\"),this._box.style.width=i-a+\"px\",this._box.style.height=s-o+\"px\"}},vn.prototype._onMouseUp=function(e){if(0===e.button){var n=this._startPos,a=r.mousePos(this._el,e);this._finish(),r.suppressClick(),n.x===a.x&&n.y===a.y?this._fireEvent(\"boxzoomcancel\",e):this._map.fitScreenCoordinates(n,a,this._map.getBearing(),{linear:!0}).fire(new t.Event(\"boxzoomend\",{originalEvent:e}))}},vn.prototype._onKeyDown=function(t){27===t.keyCode&&(this._finish(),this._fireEvent(\"boxzoomcancel\",t))},vn.prototype._finish=function(){this._active=!1,t.window.document.removeEventListener(\"mousemove\",this._onMouseMove,!1),t.window.document.removeEventListener(\"keydown\",this._onKeyDown,!1),t.window.document.removeEventListener(\"mouseup\",this._onMouseUp,!1),this._container.classList.remove(\"mapboxgl-crosshair\"),this._box&&(r.remove(this._box),this._box=null),r.enableDrag(),delete this._startPos,delete this._lastPos},vn.prototype._fireEvent=function(e,r){return this._map.fire(new t.Event(e,{originalEvent:r}))};var mn=t.bezier(0,0,.25,1),yn=function(e,r){this._map=e,this._el=r.element||e.getCanvasContainer(),this._state=\"disabled\",this._button=r.button||\"right\",this._bearingSnap=r.bearingSnap||0,this._pitchWithRotate=!1!==r.pitchWithRotate,t.bindAll([\"onMouseDown\",\"_onMouseMove\",\"_onMouseUp\",\"_onBlur\",\"_onDragFrame\"],this)};yn.prototype.isEnabled=function(){return\"disabled\"!==this._state},yn.prototype.isActive=function(){return\"active\"===this._state},yn.prototype.enable=function(){this.isEnabled()||(this._state=\"enabled\")},yn.prototype.disable=function(){if(this.isEnabled())switch(this._state){case\"active\":this._state=\"disabled\",this._unbind(),this._deactivate(),this._fireEvent(\"rotateend\"),this._pitchWithRotate&&this._fireEvent(\"pitchend\"),this._fireEvent(\"moveend\");break;case\"pending\":this._state=\"disabled\",this._unbind();break;default:this._state=\"disabled\"}},yn.prototype.onMouseDown=function(e){if(\"enabled\"===this._state){var n=\"touchstart\"===e.type;if(n)this._startTime=Date.now();else if(\"right\"===this._button){if(this._eventButton=r.mouseButton(e),this._eventButton!==(e.ctrlKey?0:2))return}else{if(e.ctrlKey||0!==r.mouseButton(e))return;this._eventButton=0}r.disableDrag(),n?(t.window.document.addEventListener(\"touchmove\",this._onMouseMove,{capture:!0}),t.window.document.addEventListener(\"touchend\",this._onMouseUp)):(t.window.document.addEventListener(\"mousemove\",this._onMouseMove,{capture:!0}),t.window.document.addEventListener(\"mouseup\",this._onMouseUp)),t.window.addEventListener(\"blur\",this._onBlur),this._state=\"pending\",this._inertia=[[t.browser.now(),this._map.getBearing()]],this._startPos=this._prevPos=this._lastPos=r.mousePos(this._el,e),this._center=this._map.transform.centerPoint,e.preventDefault()}},yn.prototype._onMouseMove=function(t){var e=r.mousePos(this._el,t);this._lastPos.equals(e)||(this._lastMoveEvent=t,this._lastPos=e,\"pending\"===this._state&&(this._state=\"active\",this._fireEvent(\"rotatestart\",t),this._fireEvent(\"movestart\",t),this._pitchWithRotate&&this._fireEvent(\"pitchstart\",t)),this._frameId||(this._frameId=this._map._requestRenderFrame(this._onDragFrame)))},yn.prototype._onDragFrame=function(){this._frameId=null;var e=this._lastMoveEvent;if(e){var r=this._map.transform,n=this._prevPos,a=this._lastPos,i=.8*(n.x-a.x),o=-.5*(n.y-a.y),s=r.bearing-i,l=r.pitch-o,c=this._inertia,u=c[c.length-1];this._drainInertiaBuffer(),c.push([t.browser.now(),this._map._normalizeBearing(s,u[1])]),r.bearing=s,this._pitchWithRotate&&(this._fireEvent(\"pitch\",e),r.pitch=l),this._fireEvent(\"rotate\",e),this._fireEvent(\"move\",e),delete this._lastMoveEvent,this._prevPos=this._lastPos}},yn.prototype._onMouseUp=function(t){if(\"touchend\"===t.type&&this._startPos===this._lastPos&&Date.now()-this._startTime<300&&this._el.click(),r.mouseButton(t)===this._eventButton)switch(this._state){case\"active\":this._state=\"enabled\",r.suppressClick(),this._unbind(),this._deactivate(),this._inertialRotate(t);break;case\"pending\":this._state=\"enabled\",this._unbind()}},yn.prototype._onBlur=function(t){switch(this._state){case\"active\":this._state=\"enabled\",this._unbind(),this._deactivate(),this._fireEvent(\"rotateend\",t),this._pitchWithRotate&&this._fireEvent(\"pitchend\",t),this._fireEvent(\"moveend\",t);break;case\"pending\":this._state=\"enabled\",this._unbind()}},yn.prototype._unbind=function(){t.window.document.removeEventListener(\"mousemove\",this._onMouseMove,{capture:!0}),t.window.document.removeEventListener(\"mouseup\",this._onMouseUp),t.window.document.removeEventListener(\"touchmove\",this._onMouseMove,{capture:!0}),t.window.document.removeEventListener(\"touchend\",this._onMouseUp),t.window.removeEventListener(\"blur\",this._onBlur),r.enableDrag()},yn.prototype._deactivate=function(){this._frameId&&(this._map._cancelRenderFrame(this._frameId),this._frameId=null),delete this._lastMoveEvent,delete this._startPos,delete this._prevPos,delete this._lastPos},yn.prototype._inertialRotate=function(t){var e=this;this._fireEvent(\"rotateend\",t),this._drainInertiaBuffer();var r=this._map,n=r.getBearing(),a=this._inertia,i=function(){Math.abs(n)<e._bearingSnap?r.resetNorth({noMoveStart:!0},{originalEvent:t}):e._fireEvent(\"moveend\",t),e._pitchWithRotate&&e._fireEvent(\"pitchend\",t)};if(a.length<2)i();else{var o=a[0],s=a[a.length-1],l=a[a.length-2],c=r._normalizeBearing(n,l[1]),u=s[1]-o[1],h=u<0?-1:1,f=(s[0]-o[0])/1e3;if(0!==u&&0!==f){var p=Math.abs(u*(.25/f));p>180&&(p=180);var d=p/180;c+=h*p*(d/2),Math.abs(r._normalizeBearing(c,0))<this._bearingSnap&&(c=r._normalizeBearing(0,c)),r.rotateTo(c,{duration:1e3*d,easing:mn,noMoveStart:!0},{originalEvent:t})}else i()}},yn.prototype._fireEvent=function(e,r){return this._map.fire(new t.Event(e,r?{originalEvent:r}:{}))},yn.prototype._drainInertiaBuffer=function(){for(var e=this._inertia,r=t.browser.now();e.length>0&&r-e[0][0]>160;)e.shift()};var xn=t.bezier(0,0,.3,1),bn=function(e,r){this._map=e,this._el=e.getCanvasContainer(),this._state=\"disabled\",this._clickTolerance=r.clickTolerance||1,t.bindAll([\"_onMove\",\"_onMouseUp\",\"_onTouchEnd\",\"_onBlur\",\"_onDragFrame\"],this)};bn.prototype.isEnabled=function(){return\"disabled\"!==this._state},bn.prototype.isActive=function(){return\"active\"===this._state},bn.prototype.enable=function(){this.isEnabled()||(this._el.classList.add(\"mapboxgl-touch-drag-pan\"),this._state=\"enabled\")},bn.prototype.disable=function(){if(this.isEnabled())switch(this._el.classList.remove(\"mapboxgl-touch-drag-pan\"),this._state){case\"active\":this._state=\"disabled\",this._unbind(),this._deactivate(),this._fireEvent(\"dragend\"),this._fireEvent(\"moveend\");break;case\"pending\":this._state=\"disabled\",this._unbind();break;default:this._state=\"disabled\"}},bn.prototype.onMouseDown=function(e){\"enabled\"===this._state&&(e.ctrlKey||0!==r.mouseButton(e)||(r.addEventListener(t.window.document,\"mousemove\",this._onMove,{capture:!0}),r.addEventListener(t.window.document,\"mouseup\",this._onMouseUp),this._start(e)))},bn.prototype.onTouchStart=function(e){\"enabled\"===this._state&&(e.touches.length>1||(r.addEventListener(t.window.document,\"touchmove\",this._onMove,{capture:!0,passive:!1}),r.addEventListener(t.window.document,\"touchend\",this._onTouchEnd),this._start(e)))},bn.prototype._start=function(e){t.window.addEventListener(\"blur\",this._onBlur),this._state=\"pending\",this._startPos=this._mouseDownPos=this._prevPos=this._lastPos=r.mousePos(this._el,e),this._inertia=[[t.browser.now(),this._startPos]]},bn.prototype._onMove=function(e){e.preventDefault();var n=r.mousePos(this._el,e);this._lastPos.equals(n)||\"pending\"===this._state&&n.dist(this._mouseDownPos)<this._clickTolerance||(this._lastMoveEvent=e,this._lastPos=n,this._drainInertiaBuffer(),this._inertia.push([t.browser.now(),this._lastPos]),\"pending\"===this._state&&(this._state=\"active\",this._fireEvent(\"dragstart\",e),this._fireEvent(\"movestart\",e)),this._frameId||(this._frameId=this._map._requestRenderFrame(this._onDragFrame)))},bn.prototype._onDragFrame=function(){this._frameId=null;var t=this._lastMoveEvent;if(t){var e=this._map.transform;e.setLocationAtPoint(e.pointLocation(this._prevPos),this._lastPos),this._fireEvent(\"drag\",t),this._fireEvent(\"move\",t),this._prevPos=this._lastPos,delete this._lastMoveEvent}},bn.prototype._onMouseUp=function(t){if(0===r.mouseButton(t))switch(this._state){case\"active\":this._state=\"enabled\",r.suppressClick(),this._unbind(),this._deactivate(),this._inertialPan(t);break;case\"pending\":this._state=\"enabled\",this._unbind()}},bn.prototype._onTouchEnd=function(t){switch(this._state){case\"active\":this._state=\"enabled\",this._unbind(),this._deactivate(),this._inertialPan(t);break;case\"pending\":this._state=\"enabled\",this._unbind()}},bn.prototype._onBlur=function(t){switch(this._state){case\"active\":this._state=\"enabled\",this._unbind(),this._deactivate(),this._fireEvent(\"dragend\",t),this._fireEvent(\"moveend\",t);break;case\"pending\":this._state=\"enabled\",this._unbind()}},bn.prototype._unbind=function(){r.removeEventListener(t.window.document,\"touchmove\",this._onMove,{capture:!0,passive:!1}),r.removeEventListener(t.window.document,\"touchend\",this._onTouchEnd),r.removeEventListener(t.window.document,\"mousemove\",this._onMove,{capture:!0}),r.removeEventListener(t.window.document,\"mouseup\",this._onMouseUp),r.removeEventListener(t.window,\"blur\",this._onBlur)},bn.prototype._deactivate=function(){this._frameId&&(this._map._cancelRenderFrame(this._frameId),this._frameId=null),delete this._lastMoveEvent,delete this._startPos,delete this._prevPos,delete this._mouseDownPos,delete this._lastPos},bn.prototype._inertialPan=function(t){this._fireEvent(\"dragend\",t),this._drainInertiaBuffer();var e=this._inertia;if(e.length<2)this._fireEvent(\"moveend\",t);else{var r=e[e.length-1],n=e[0],a=r[1].sub(n[1]),i=(r[0]-n[0])/1e3;if(0===i||r[1].equals(n[1]))this._fireEvent(\"moveend\",t);else{var o=a.mult(.3/i),s=o.mag();s>1400&&(s=1400,o._unit()._mult(s));var l=s/750,c=o.mult(-l/2);this._map.panBy(c,{duration:1e3*l,easing:xn,noMoveStart:!0},{originalEvent:t})}}},bn.prototype._fireEvent=function(e,r){return this._map.fire(new t.Event(e,r?{originalEvent:r}:{}))},bn.prototype._drainInertiaBuffer=function(){for(var e=this._inertia,r=t.browser.now();e.length>0&&r-e[0][0]>160;)e.shift()};var _n=function(e){this._map=e,this._el=e.getCanvasContainer(),t.bindAll([\"_onKeyDown\"],this)};function wn(t){return t*(2-t)}_n.prototype.isEnabled=function(){return!!this._enabled},_n.prototype.enable=function(){this.isEnabled()||(this._el.addEventListener(\"keydown\",this._onKeyDown,!1),this._enabled=!0)},_n.prototype.disable=function(){this.isEnabled()&&(this._el.removeEventListener(\"keydown\",this._onKeyDown),this._enabled=!1)},_n.prototype._onKeyDown=function(t){if(!(t.altKey||t.ctrlKey||t.metaKey)){var e=0,r=0,n=0,a=0,i=0;switch(t.keyCode){case 61:case 107:case 171:case 187:e=1;break;case 189:case 109:case 173:e=-1;break;case 37:t.shiftKey?r=-1:(t.preventDefault(),a=-1);break;case 39:t.shiftKey?r=1:(t.preventDefault(),a=1);break;case 38:t.shiftKey?n=1:(t.preventDefault(),i=-1);break;case 40:t.shiftKey?n=-1:(i=1,t.preventDefault());break;default:return}var o=this._map,s=o.getZoom(),l={duration:300,delayEndEvents:500,easing:wn,zoom:e?Math.round(s)+e*(t.shiftKey?2:1):s,bearing:o.getBearing()+15*r,pitch:o.getPitch()+10*n,offset:[100*-a,100*-i],center:o.getCenter()};o.easeTo(l,{originalEvent:t})}};var kn=function(e){this._map=e,t.bindAll([\"_onDblClick\",\"_onZoomEnd\"],this)};kn.prototype.isEnabled=function(){return!!this._enabled},kn.prototype.isActive=function(){return!!this._active},kn.prototype.enable=function(){this.isEnabled()||(this._enabled=!0)},kn.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},kn.prototype.onTouchStart=function(t){var e=this;if(this.isEnabled()&&!(t.points.length>1))if(this._tapped){var r=t.points[0],n=this._tappedPoint;if(n&&n.dist(r)<=30){t.originalEvent.preventDefault();var a=function(){e._tapped&&e._zoom(t),e._map.off(\"touchcancel\",i),e._resetTapped()},i=function(){e._map.off(\"touchend\",a),e._resetTapped()};this._map.once(\"touchend\",a),this._map.once(\"touchcancel\",i)}else this._resetTapped()}else this._tappedPoint=t.points[0],this._tapped=setTimeout(function(){e._tapped=null,e._tappedPoint=null},300)},kn.prototype._resetTapped=function(){clearTimeout(this._tapped),this._tapped=null,this._tappedPoint=null},kn.prototype.onDblClick=function(t){this.isEnabled()&&(t.originalEvent.preventDefault(),this._zoom(t))},kn.prototype._zoom=function(t){this._active=!0,this._map.on(\"zoomend\",this._onZoomEnd),this._map.zoomTo(this._map.getZoom()+(t.originalEvent.shiftKey?-1:1),{around:t.lngLat},t)},kn.prototype._onZoomEnd=function(){this._active=!1,this._map.off(\"zoomend\",this._onZoomEnd)};var Tn=t.bezier(0,0,.15,1),Mn=function(e){this._map=e,this._el=e.getCanvasContainer(),t.bindAll([\"_onMove\",\"_onEnd\",\"_onTouchFrame\"],this)};Mn.prototype.isEnabled=function(){return!!this._enabled},Mn.prototype.enable=function(t){this.isEnabled()||(this._el.classList.add(\"mapboxgl-touch-zoom-rotate\"),this._enabled=!0,this._aroundCenter=!!t&&\"center\"===t.around)},Mn.prototype.disable=function(){this.isEnabled()&&(this._el.classList.remove(\"mapboxgl-touch-zoom-rotate\"),this._enabled=!1)},Mn.prototype.disableRotation=function(){this._rotationDisabled=!0},Mn.prototype.enableRotation=function(){this._rotationDisabled=!1},Mn.prototype.onStart=function(e){if(this.isEnabled()&&2===e.touches.length){var n=r.mousePos(this._el,e.touches[0]),a=r.mousePos(this._el,e.touches[1]),i=n.add(a).div(2);this._startVec=n.sub(a),this._startAround=this._map.transform.pointLocation(i),this._gestureIntent=void 0,this._inertia=[],r.addEventListener(t.window.document,\"touchmove\",this._onMove,{passive:!1}),r.addEventListener(t.window.document,\"touchend\",this._onEnd)}},Mn.prototype._getTouchEventData=function(t){var e=r.mousePos(this._el,t.touches[0]),n=r.mousePos(this._el,t.touches[1]),a=e.sub(n);return{vec:a,center:e.add(n).div(2),scale:a.mag()/this._startVec.mag(),bearing:this._rotationDisabled?0:180*a.angleWith(this._startVec)/Math.PI}},Mn.prototype._onMove=function(e){if(2===e.touches.length){var r=this._getTouchEventData(e),n=r.vec,a=r.scale,i=r.bearing;if(!this._gestureIntent){var o=this._rotationDisabled&&1!==a||Math.abs(1-a)>.15;Math.abs(i)>10?this._gestureIntent=\"rotate\":o&&(this._gestureIntent=\"zoom\"),this._gestureIntent&&(this._map.fire(new t.Event(this._gestureIntent+\"start\",{originalEvent:e})),this._map.fire(new t.Event(\"movestart\",{originalEvent:e})),this._startVec=n)}this._lastTouchEvent=e,this._frameId||(this._frameId=this._map._requestRenderFrame(this._onTouchFrame)),e.preventDefault()}},Mn.prototype._onTouchFrame=function(){this._frameId=null;var e=this._gestureIntent;if(e){var r=this._map.transform;this._startScale||(this._startScale=r.scale,this._startBearing=r.bearing);var n=this._getTouchEventData(this._lastTouchEvent),a=n.center,i=n.bearing,o=n.scale,s=r.pointLocation(a),l=r.locationPoint(s);\"rotate\"===e&&(r.bearing=this._startBearing+i),r.zoom=r.scaleZoom(this._startScale*o),r.setLocationAtPoint(this._startAround,l),this._map.fire(new t.Event(e,{originalEvent:this._lastTouchEvent})),this._map.fire(new t.Event(\"move\",{originalEvent:this._lastTouchEvent})),this._drainInertiaBuffer(),this._inertia.push([t.browser.now(),o,a])}},Mn.prototype._onEnd=function(e){r.removeEventListener(t.window.document,\"touchmove\",this._onMove,{passive:!1}),r.removeEventListener(t.window.document,\"touchend\",this._onEnd);var n=this._gestureIntent,a=this._startScale;if(this._frameId&&(this._map._cancelRenderFrame(this._frameId),this._frameId=null),delete this._gestureIntent,delete this._startScale,delete this._startBearing,delete this._lastTouchEvent,n){this._map.fire(new t.Event(n+\"end\",{originalEvent:e})),this._drainInertiaBuffer();var i=this._inertia,o=this._map;if(i.length<2)o.snapToNorth({},{originalEvent:e});else{var s=i[i.length-1],l=i[0],c=o.transform.scaleZoom(a*s[1]),u=o.transform.scaleZoom(a*l[1]),h=c-u,f=(s[0]-l[0])/1e3,p=s[2];if(0!==f&&c!==u){var d=.15*h/f;Math.abs(d)>2.5&&(d=d>0?2.5:-2.5);var g=1e3*Math.abs(d/(12*.15)),v=c+d*g/2e3;v<0&&(v=0),o.easeTo({zoom:v,duration:g,easing:Tn,around:this._aroundCenter?o.getCenter():o.unproject(p),noMoveStart:!0},{originalEvent:e})}else o.snapToNorth({},{originalEvent:e})}}},Mn.prototype._drainInertiaBuffer=function(){for(var e=this._inertia,r=t.browser.now();e.length>2&&r-e[0][0]>160;)e.shift()};var An={scrollZoom:gn,boxZoom:vn,dragRotate:yn,dragPan:bn,keyboard:_n,doubleClickZoom:kn,touchZoomRotate:Mn},Sn=function(e){function r(r,n){e.call(this),this._moving=!1,this._zooming=!1,this.transform=r,this._bearingSnap=n.bearingSnap,t.bindAll([\"_renderFrameCallback\"],this)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getCenter=function(){return new t.LngLat(this.transform.center.lng,this.transform.center.lat)},r.prototype.setCenter=function(t,e){return this.jumpTo({center:t},e)},r.prototype.panBy=function(e,r,n){return e=t.Point.convert(e).mult(-1),this.panTo(this.transform.center,t.extend({offset:e},r),n)},r.prototype.panTo=function(e,r,n){return this.easeTo(t.extend({center:e},r),n)},r.prototype.getZoom=function(){return this.transform.zoom},r.prototype.setZoom=function(t,e){return this.jumpTo({zoom:t},e),this},r.prototype.zoomTo=function(e,r,n){return this.easeTo(t.extend({zoom:e},r),n)},r.prototype.zoomIn=function(t,e){return this.zoomTo(this.getZoom()+1,t,e),this},r.prototype.zoomOut=function(t,e){return this.zoomTo(this.getZoom()-1,t,e),this},r.prototype.getBearing=function(){return this.transform.bearing},r.prototype.setBearing=function(t,e){return this.jumpTo({bearing:t},e),this},r.prototype.rotateTo=function(e,r,n){return this.easeTo(t.extend({bearing:e},r),n)},r.prototype.resetNorth=function(e,r){return this.rotateTo(0,t.extend({duration:1e3},e),r),this},r.prototype.resetNorthPitch=function(e,r){return this.easeTo(t.extend({bearing:0,pitch:0,duration:1e3},e),r),this},r.prototype.snapToNorth=function(t,e){return Math.abs(this.getBearing())<this._bearingSnap?this.resetNorth(t,e):this},r.prototype.getPitch=function(){return this.transform.pitch},r.prototype.setPitch=function(t,e){return this.jumpTo({pitch:t},e),this},r.prototype.cameraForBounds=function(e,r){return e=t.LngLatBounds.convert(e),this._cameraForBoxAndBearing(e.getNorthWest(),e.getSouthEast(),0,r)},r.prototype._cameraForBoxAndBearing=function(e,r,n,a){if(\"number\"==typeof(a=t.extend({padding:{top:0,bottom:0,right:0,left:0},offset:[0,0],maxZoom:this.transform.maxZoom},a)).padding){var i=a.padding;a.padding={top:i,bottom:i,right:i,left:i}}if(t.deepEqual(Object.keys(a.padding).sort(function(t,e){return t<e?-1:t>e?1:0}),[\"bottom\",\"left\",\"right\",\"top\"])){var o=this.transform,s=o.project(t.LngLat.convert(e)),l=o.project(t.LngLat.convert(r)),c=s.rotate(-n*Math.PI/180),u=l.rotate(-n*Math.PI/180),h=new t.Point(Math.max(c.x,u.x),Math.max(c.y,u.y)),f=new t.Point(Math.min(c.x,u.x),Math.min(c.y,u.y)),p=h.sub(f),d=(o.width-a.padding.left-a.padding.right)/p.x,g=(o.height-a.padding.top-a.padding.bottom)/p.y;if(!(g<0||d<0)){var v=Math.min(o.scaleZoom(o.scale*Math.min(d,g)),a.maxZoom),m=t.Point.convert(a.offset),y=(a.padding.left-a.padding.right)/2,x=(a.padding.top-a.padding.bottom)/2,b=new t.Point(m.x+y,m.y+x).mult(o.scale/o.zoomScale(v));return{center:o.unproject(s.add(l).div(2).sub(b)),zoom:v,bearing:n}}t.warnOnce(\"Map cannot fit within canvas with the given bounds, padding, and/or offset.\")}else t.warnOnce(\"options.padding must be a positive number, or an Object with keys 'bottom', 'left', 'right', 'top'\")},r.prototype.fitBounds=function(t,e,r){return this._fitInternal(this.cameraForBounds(t,e),e,r)},r.prototype.fitScreenCoordinates=function(e,r,n,a,i){return this._fitInternal(this._cameraForBoxAndBearing(this.transform.pointLocation(t.Point.convert(e)),this.transform.pointLocation(t.Point.convert(r)),n,a),a,i)},r.prototype._fitInternal=function(e,r,n){return e?(r=t.extend(e,r)).linear?this.easeTo(r,n):this.flyTo(r,n):this},r.prototype.jumpTo=function(e,r){this.stop();var n=this.transform,a=!1,i=!1,o=!1;return\"zoom\"in e&&n.zoom!==+e.zoom&&(a=!0,n.zoom=+e.zoom),void 0!==e.center&&(n.center=t.LngLat.convert(e.center)),\"bearing\"in e&&n.bearing!==+e.bearing&&(i=!0,n.bearing=+e.bearing),\"pitch\"in e&&n.pitch!==+e.pitch&&(o=!0,n.pitch=+e.pitch),this.fire(new t.Event(\"movestart\",r)).fire(new t.Event(\"move\",r)),a&&this.fire(new t.Event(\"zoomstart\",r)).fire(new t.Event(\"zoom\",r)).fire(new t.Event(\"zoomend\",r)),i&&this.fire(new t.Event(\"rotatestart\",r)).fire(new t.Event(\"rotate\",r)).fire(new t.Event(\"rotateend\",r)),o&&this.fire(new t.Event(\"pitchstart\",r)).fire(new t.Event(\"pitch\",r)).fire(new t.Event(\"pitchend\",r)),this.fire(new t.Event(\"moveend\",r))},r.prototype.easeTo=function(e,r){var n=this;this.stop(),(!1===(e=t.extend({offset:[0,0],duration:500,easing:t.ease},e)).animate||t.browser.prefersReducedMotion)&&(e.duration=0);var a=this.transform,i=this.getZoom(),o=this.getBearing(),s=this.getPitch(),l=\"zoom\"in e?+e.zoom:i,c=\"bearing\"in e?this._normalizeBearing(e.bearing,o):o,u=\"pitch\"in e?+e.pitch:s,h=a.centerPoint.add(t.Point.convert(e.offset)),f=a.pointLocation(h),p=t.LngLat.convert(e.center||f);this._normalizeCenter(p);var d,g,v=a.project(f),m=a.project(p).sub(v),y=a.zoomScale(l-i);return e.around&&(d=t.LngLat.convert(e.around),g=a.locationPoint(d)),this._zooming=l!==i,this._rotating=o!==c,this._pitching=u!==s,this._prepareEase(r,e.noMoveStart),clearTimeout(this._easeEndTimeoutID),this._ease(function(e){if(n._zooming&&(a.zoom=t.number(i,l,e)),n._rotating&&(a.bearing=t.number(o,c,e)),n._pitching&&(a.pitch=t.number(s,u,e)),d)a.setLocationAtPoint(d,g);else{var f=a.zoomScale(a.zoom-i),p=l>i?Math.min(2,y):Math.max(.5,y),x=Math.pow(p,1-e),b=a.unproject(v.add(m.mult(e*x)).mult(f));a.setLocationAtPoint(a.renderWorldCopies?b.wrap():b,h)}n._fireMoveEvents(r)},function(){e.delayEndEvents?n._easeEndTimeoutID=setTimeout(function(){return n._afterEase(r)},e.delayEndEvents):n._afterEase(r)},e),this},r.prototype._prepareEase=function(e,r){this._moving=!0,r||this.fire(new t.Event(\"movestart\",e)),this._zooming&&this.fire(new t.Event(\"zoomstart\",e)),this._rotating&&this.fire(new t.Event(\"rotatestart\",e)),this._pitching&&this.fire(new t.Event(\"pitchstart\",e))},r.prototype._fireMoveEvents=function(e){this.fire(new t.Event(\"move\",e)),this._zooming&&this.fire(new t.Event(\"zoom\",e)),this._rotating&&this.fire(new t.Event(\"rotate\",e)),this._pitching&&this.fire(new t.Event(\"pitch\",e))},r.prototype._afterEase=function(e){var r=this._zooming,n=this._rotating,a=this._pitching;this._moving=!1,this._zooming=!1,this._rotating=!1,this._pitching=!1,r&&this.fire(new t.Event(\"zoomend\",e)),n&&this.fire(new t.Event(\"rotateend\",e)),a&&this.fire(new t.Event(\"pitchend\",e)),this.fire(new t.Event(\"moveend\",e))},r.prototype.flyTo=function(e,r){var n=this;if(t.browser.prefersReducedMotion){var a=t.pick(e,[\"center\",\"zoom\",\"bearing\",\"pitch\",\"around\"]);return this.jumpTo(a,r)}this.stop(),e=t.extend({offset:[0,0],speed:1.2,curve:1.42,easing:t.ease},e);var i=this.transform,o=this.getZoom(),s=this.getBearing(),l=this.getPitch(),c=\"zoom\"in e?t.clamp(+e.zoom,i.minZoom,i.maxZoom):o,u=\"bearing\"in e?this._normalizeBearing(e.bearing,s):s,h=\"pitch\"in e?+e.pitch:l,f=i.zoomScale(c-o),p=i.centerPoint.add(t.Point.convert(e.offset)),d=i.pointLocation(p),g=t.LngLat.convert(e.center||d);this._normalizeCenter(g);var v=i.project(d),m=i.project(g).sub(v),y=e.curve,x=Math.max(i.width,i.height),b=x/f,_=m.mag();if(\"minZoom\"in e){var w=t.clamp(Math.min(e.minZoom,o,c),i.minZoom,i.maxZoom),k=x/i.zoomScale(w-o);y=Math.sqrt(k/_*2)}var T=y*y;function M(t){var e=(b*b-x*x+(t?-1:1)*T*T*_*_)/(2*(t?b:x)*T*_);return Math.log(Math.sqrt(e*e+1)-e)}function A(t){return(Math.exp(t)-Math.exp(-t))/2}function S(t){return(Math.exp(t)+Math.exp(-t))/2}var E=M(0),L=function(t){return S(E)/S(E+y*t)},C=function(t){return x*((S(E)*(A(e=E+y*t)/S(e))-A(E))/T)/_;var e},P=(M(1)-E)/y;if(Math.abs(_)<1e-6||!isFinite(P)){if(Math.abs(x-b)<1e-6)return this.easeTo(e,r);var O=b<x?-1:1;P=Math.abs(Math.log(b/x))/y,C=function(){return 0},L=function(t){return Math.exp(O*y*t)}}if(\"duration\"in e)e.duration=+e.duration;else{var z=\"screenSpeed\"in e?+e.screenSpeed/y:+e.speed;e.duration=1e3*P/z}return e.maxDuration&&e.duration>e.maxDuration&&(e.duration=0),this._zooming=!0,this._rotating=s!==u,this._pitching=h!==l,this._prepareEase(r,!1),this._ease(function(e){var a=e*P,f=1/L(a);i.zoom=1===e?c:o+i.scaleZoom(f),n._rotating&&(i.bearing=t.number(s,u,e)),n._pitching&&(i.pitch=t.number(l,h,e));var d=1===e?g:i.unproject(v.add(m.mult(C(a))).mult(f));i.setLocationAtPoint(i.renderWorldCopies?d.wrap():d,p),n._fireMoveEvents(r)},function(){return n._afterEase(r)},e),this},r.prototype.isEasing=function(){return!!this._easeFrameId},r.prototype.stop=function(){if(this._easeFrameId&&(this._cancelRenderFrame(this._easeFrameId),delete this._easeFrameId,delete this._onEaseFrame),this._onEaseEnd){var t=this._onEaseEnd;delete this._onEaseEnd,t.call(this)}return this},r.prototype._ease=function(e,r,n){!1===n.animate||0===n.duration?(e(1),r()):(this._easeStart=t.browser.now(),this._easeOptions=n,this._onEaseFrame=e,this._onEaseEnd=r,this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback))},r.prototype._renderFrameCallback=function(){var e=Math.min((t.browser.now()-this._easeStart)/this._easeOptions.duration,1);this._onEaseFrame(this._easeOptions.easing(e)),e<1?this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback):this.stop()},r.prototype._normalizeBearing=function(e,r){e=t.wrap(e,-180,180);var n=Math.abs(e-r);return Math.abs(e-360-r)<n&&(e-=360),Math.abs(e+360-r)<n&&(e+=360),e},r.prototype._normalizeCenter=function(t){var e=this.transform;if(e.renderWorldCopies&&!e.lngRange){var r=t.lng-e.center.lng;t.lng+=r>180?-360:r<-180?360:0}},r}(t.Evented),En=function(e){void 0===e&&(e={}),this.options=e,t.bindAll([\"_updateEditLink\",\"_updateData\",\"_updateCompact\"],this)};En.prototype.getDefaultPosition=function(){return\"bottom-right\"},En.prototype.onAdd=function(t){var e=this.options&&this.options.compact;return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-attrib\"),this._innerContainer=r.create(\"div\",\"mapboxgl-ctrl-attrib-inner\",this._container),e&&this._container.classList.add(\"mapboxgl-compact\"),this._updateAttributions(),this._updateEditLink(),this._map.on(\"styledata\",this._updateData),this._map.on(\"sourcedata\",this._updateData),this._map.on(\"moveend\",this._updateEditLink),void 0===e&&(this._map.on(\"resize\",this._updateCompact),this._updateCompact()),this._container},En.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"styledata\",this._updateData),this._map.off(\"sourcedata\",this._updateData),this._map.off(\"moveend\",this._updateEditLink),this._map.off(\"resize\",this._updateCompact),this._map=void 0},En.prototype._updateEditLink=function(){var e=this._editLink;e||(e=this._editLink=this._container.querySelector(\".mapbox-improve-map\"));var r=[{key:\"owner\",value:this.styleOwner},{key:\"id\",value:this.styleId},{key:\"access_token\",value:this._map._requestManager._customAccessToken||t.config.ACCESS_TOKEN}];if(e){var n=r.reduce(function(t,e,n){return e.value&&(t+=e.key+\"=\"+e.value+(n<r.length-1?\"&\":\"\")),t},\"?\");e.href=t.config.FEEDBACK_URL+\"/\"+n+(this._map._hash?this._map._hash.getHashString(!0):\"\"),e.rel=\"noopener nofollow\"}},En.prototype._updateData=function(t){!t||\"metadata\"!==t.sourceDataType&&\"style\"!==t.dataType||(this._updateAttributions(),this._updateEditLink())},En.prototype._updateAttributions=function(){if(this._map.style){var t=[];if(this.options.customAttribution&&(Array.isArray(this.options.customAttribution)?t=t.concat(this.options.customAttribution.map(function(t){return\"string\"!=typeof t?\"\":t})):\"string\"==typeof this.options.customAttribution&&t.push(this.options.customAttribution)),this._map.style.stylesheet){var e=this._map.style.stylesheet;this.styleOwner=e.owner,this.styleId=e.id}var r=this._map.style.sourceCaches;for(var n in r){var a=r[n];if(a.used){var i=a.getSource();i.attribution&&t.indexOf(i.attribution)<0&&t.push(i.attribution)}}t.sort(function(t,e){return t.length-e.length});var o=(t=t.filter(function(e,r){for(var n=r+1;n<t.length;n++)if(t[n].indexOf(e)>=0)return!1;return!0})).join(\" | \");o!==this._attribHTML&&(this._attribHTML=o,t.length?(this._innerContainer.innerHTML=o,this._container.classList.remove(\"mapboxgl-attrib-empty\")):this._container.classList.add(\"mapboxgl-attrib-empty\"),this._editLink=null)}},En.prototype._updateCompact=function(){this._map.getCanvasContainer().offsetWidth<=640?this._container.classList.add(\"mapboxgl-compact\"):this._container.classList.remove(\"mapboxgl-compact\")};var Ln=function(){t.bindAll([\"_updateLogo\"],this),t.bindAll([\"_updateCompact\"],this)};Ln.prototype.onAdd=function(t){this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl\");var e=r.create(\"a\",\"mapboxgl-ctrl-logo\");return e.target=\"_blank\",e.rel=\"noopener nofollow\",e.href=\"https://www.mapbox.com/\",e.setAttribute(\"aria-label\",\"Mapbox logo\"),e.setAttribute(\"rel\",\"noopener nofollow\"),this._container.appendChild(e),this._container.style.display=\"none\",this._map.on(\"sourcedata\",this._updateLogo),this._updateLogo(),this._map.on(\"resize\",this._updateCompact),this._updateCompact(),this._container},Ln.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"sourcedata\",this._updateLogo),this._map.off(\"resize\",this._updateCompact)},Ln.prototype.getDefaultPosition=function(){return\"bottom-left\"},Ln.prototype._updateLogo=function(t){t&&\"metadata\"!==t.sourceDataType||(this._container.style.display=this._logoRequired()?\"block\":\"none\")},Ln.prototype._logoRequired=function(){if(this._map.style){var t=this._map.style.sourceCaches;for(var e in t)if(t[e].getSource().mapbox_logo)return!0;return!1}},Ln.prototype._updateCompact=function(){var t=this._container.children;if(t.length){var e=t[0];this._map.getCanvasContainer().offsetWidth<250?e.classList.add(\"mapboxgl-compact\"):e.classList.remove(\"mapboxgl-compact\")}};var Cn=function(){this._queue=[],this._id=0,this._cleared=!1,this._currentlyRunning=!1};Cn.prototype.add=function(t){var e=++this._id;return this._queue.push({callback:t,id:e,cancelled:!1}),e},Cn.prototype.remove=function(t){for(var e=this._currentlyRunning,r=0,n=e?this._queue.concat(e):this._queue;r<n.length;r+=1){var a=n[r];if(a.id===t)return void(a.cancelled=!0)}},Cn.prototype.run=function(){var t=this._currentlyRunning=this._queue;this._queue=[];for(var e=0,r=t;e<r.length;e+=1){var n=r[e];if(!n.cancelled&&(n.callback(),this._cleared))break}this._cleared=!1,this._currentlyRunning=!1},Cn.prototype.clear=function(){this._currentlyRunning&&(this._cleared=!0),this._queue=[]};var Pn=t.window.HTMLImageElement,On=t.window.HTMLElement,zn={center:[0,0],zoom:0,bearing:0,pitch:0,minZoom:0,maxZoom:22,interactive:!0,scrollZoom:!0,boxZoom:!0,dragRotate:!0,dragPan:!0,keyboard:!0,doubleClickZoom:!0,touchZoomRotate:!0,bearingSnap:7,clickTolerance:3,hash:!1,attributionControl:!0,failIfMajorPerformanceCaveat:!1,preserveDrawingBuffer:!1,trackResize:!0,renderWorldCopies:!0,refreshExpiredTiles:!0,maxTileCacheSize:null,localIdeographFontFamily:\"sans-serif\",transformRequest:null,accessToken:null,fadeDuration:300,crossSourceCollisions:!0},In=function(n){function a(e){var a=this;if(null!=(e=t.extend({},zn,e)).minZoom&&null!=e.maxZoom&&e.minZoom>e.maxZoom)throw new Error(\"maxZoom must be greater than minZoom\");var i=new cn(e.minZoom,e.maxZoom,e.renderWorldCopies);if(n.call(this,i,e),this._interactive=e.interactive,this._maxTileCacheSize=e.maxTileCacheSize,this._failIfMajorPerformanceCaveat=e.failIfMajorPerformanceCaveat,this._preserveDrawingBuffer=e.preserveDrawingBuffer,this._antialias=e.antialias,this._trackResize=e.trackResize,this._bearingSnap=e.bearingSnap,this._refreshExpiredTiles=e.refreshExpiredTiles,this._fadeDuration=e.fadeDuration,this._crossSourceCollisions=e.crossSourceCollisions,this._crossFadingFactor=1,this._collectResourceTiming=e.collectResourceTiming,this._renderTaskQueue=new Cn,this._controls=[],this._mapId=t.uniqueId(),this._requestManager=new t.RequestManager(e.transformRequest,e.accessToken),\"string\"==typeof e.container){if(this._container=t.window.document.getElementById(e.container),!this._container)throw new Error(\"Container '\"+e.container+\"' not found.\")}else{if(!(e.container instanceof On))throw new Error(\"Invalid type: 'container' must be a String or HTMLElement.\");this._container=e.container}if(e.maxBounds&&this.setMaxBounds(e.maxBounds),t.bindAll([\"_onWindowOnline\",\"_onWindowResize\",\"_contextLost\",\"_contextRestored\"],this),this._setupContainer(),this._setupPainter(),void 0===this.painter)throw new Error(\"Failed to initialize WebGL.\");this.on(\"move\",function(){return a._update(!1)}),this.on(\"moveend\",function(){return a._update(!1)}),this.on(\"zoom\",function(){return a._update(!0)}),void 0!==t.window&&(t.window.addEventListener(\"online\",this._onWindowOnline,!1),t.window.addEventListener(\"resize\",this._onWindowResize,!1)),function(t,e){var n=t.getCanvasContainer(),a=null,i=!1,o=null;for(var s in An)t[s]=new An[s](t,e),e.interactive&&e[s]&&t[s].enable(e[s]);r.addEventListener(n,\"mouseout\",function(e){t.fire(new fn(\"mouseout\",t,e))}),r.addEventListener(n,\"mousedown\",function(a){i=!0,o=r.mousePos(n,a);var s=new fn(\"mousedown\",t,a);t.fire(s),s.defaultPrevented||(e.interactive&&!t.doubleClickZoom.isActive()&&t.stop(),t.boxZoom.onMouseDown(a),t.boxZoom.isActive()||t.dragPan.isActive()||t.dragRotate.onMouseDown(a),t.boxZoom.isActive()||t.dragRotate.isActive()||t.dragPan.onMouseDown(a))}),r.addEventListener(n,\"mouseup\",function(e){var r=t.dragRotate.isActive();a&&!r&&t.fire(new fn(\"contextmenu\",t,a)),a=null,i=!1,t.fire(new fn(\"mouseup\",t,e))}),r.addEventListener(n,\"mousemove\",function(e){if(!t.dragPan.isActive()&&!t.dragRotate.isActive()){for(var r=e.target;r&&r!==n;)r=r.parentNode;r===n&&t.fire(new fn(\"mousemove\",t,e))}}),r.addEventListener(n,\"mouseover\",function(e){for(var r=e.target;r&&r!==n;)r=r.parentNode;r===n&&t.fire(new fn(\"mouseover\",t,e))}),r.addEventListener(n,\"touchstart\",function(r){var n=new pn(\"touchstart\",t,r);t.fire(n),n.defaultPrevented||(e.interactive&&t.stop(),t.boxZoom.isActive()||t.dragRotate.isActive()||t.dragPan.onTouchStart(r),t.touchZoomRotate.onStart(r),t.doubleClickZoom.onTouchStart(n))},{passive:!1}),r.addEventListener(n,\"touchmove\",function(e){t.fire(new pn(\"touchmove\",t,e))},{passive:!1}),r.addEventListener(n,\"touchend\",function(e){t.fire(new pn(\"touchend\",t,e))}),r.addEventListener(n,\"touchcancel\",function(e){t.fire(new pn(\"touchcancel\",t,e))}),r.addEventListener(n,\"click\",function(a){var i=r.mousePos(n,a);(!o||i.equals(o)||i.dist(o)<e.clickTolerance)&&t.fire(new fn(\"click\",t,a))}),r.addEventListener(n,\"dblclick\",function(e){var r=new fn(\"dblclick\",t,e);t.fire(r),r.defaultPrevented||t.doubleClickZoom.onDblClick(r)}),r.addEventListener(n,\"contextmenu\",function(e){var r=t.dragRotate.isActive();i||r?i&&(a=e):t.fire(new fn(\"contextmenu\",t,e)),(t.dragRotate.isEnabled()||t.listens(\"contextmenu\"))&&e.preventDefault()}),r.addEventListener(n,\"wheel\",function(r){e.interactive&&t.stop();var n=new dn(\"wheel\",t,r);t.fire(n),n.defaultPrevented||t.scrollZoom.onWheel(r)},{passive:!1})}(this,e),this._hash=e.hash&&(new hn).addTo(this),this._hash&&this._hash._onHashChange()||(this.jumpTo({center:e.center,zoom:e.zoom,bearing:e.bearing,pitch:e.pitch}),e.bounds&&(this.resize(),this.fitBounds(e.bounds,t.extend({},e.fitBoundsOptions,{duration:0})))),this.resize(),this._localIdeographFontFamily=e.localIdeographFontFamily,e.style&&this.setStyle(e.style,{localIdeographFontFamily:e.localIdeographFontFamily}),e.attributionControl&&this.addControl(new En({customAttribution:e.customAttribution})),this.addControl(new Ln,e.logoPosition),this.on(\"style.load\",function(){a.transform.unmodified&&a.jumpTo(a.style.stylesheet)}),this.on(\"data\",function(e){a._update(\"style\"===e.dataType),a.fire(new t.Event(e.dataType+\"data\",e))}),this.on(\"dataloading\",function(e){a.fire(new t.Event(e.dataType+\"dataloading\",e))})}n&&(a.__proto__=n),a.prototype=Object.create(n&&n.prototype),a.prototype.constructor=a;var i={showTileBoundaries:{configurable:!0},showCollisionBoxes:{configurable:!0},showOverdrawInspector:{configurable:!0},repaint:{configurable:!0},vertices:{configurable:!0},version:{configurable:!0}};return a.prototype._getMapId=function(){return this._mapId},a.prototype.addControl=function(e,r){if(void 0===r&&e.getDefaultPosition&&(r=e.getDefaultPosition()),void 0===r&&(r=\"top-right\"),!e||!e.onAdd)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.addControl(). Argument must be a control with onAdd and onRemove methods.\")));var n=e.onAdd(this);this._controls.push(e);var a=this._controlPositions[r];return-1!==r.indexOf(\"bottom\")?a.insertBefore(n,a.firstChild):a.appendChild(n),this},a.prototype.removeControl=function(e){if(!e||!e.onRemove)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.removeControl(). Argument must be a control with onAdd and onRemove methods.\")));var r=this._controls.indexOf(e);return r>-1&&this._controls.splice(r,1),e.onRemove(this),this},a.prototype.resize=function(e){var r=this._containerDimensions(),n=r[0],a=r[1];return this._resizeCanvas(n,a),this.transform.resize(n,a),this.painter.resize(n,a),this.fire(new t.Event(\"movestart\",e)).fire(new t.Event(\"move\",e)).fire(new t.Event(\"resize\",e)).fire(new t.Event(\"moveend\",e)),this},a.prototype.getBounds=function(){return this.transform.getBounds()},a.prototype.getMaxBounds=function(){return this.transform.getMaxBounds()},a.prototype.setMaxBounds=function(e){return this.transform.setMaxBounds(t.LngLatBounds.convert(e)),this._update()},a.prototype.setMinZoom=function(t){if((t=null==t?0:t)>=0&&t<=this.transform.maxZoom)return this.transform.minZoom=t,this._update(),this.getZoom()<t&&this.setZoom(t),this;throw new Error(\"minZoom must be between 0 and the current maxZoom, inclusive\")},a.prototype.getMinZoom=function(){return this.transform.minZoom},a.prototype.setMaxZoom=function(t){if((t=null==t?22:t)>=this.transform.minZoom)return this.transform.maxZoom=t,this._update(),this.getZoom()>t&&this.setZoom(t),this;throw new Error(\"maxZoom must be greater than the current minZoom\")},a.prototype.getRenderWorldCopies=function(){return this.transform.renderWorldCopies},a.prototype.setRenderWorldCopies=function(t){return this.transform.renderWorldCopies=t,this._update()},a.prototype.getMaxZoom=function(){return this.transform.maxZoom},a.prototype.project=function(e){return this.transform.locationPoint(t.LngLat.convert(e))},a.prototype.unproject=function(e){return this.transform.pointLocation(t.Point.convert(e))},a.prototype.isMoving=function(){return this._moving||this.dragPan.isActive()||this.dragRotate.isActive()||this.scrollZoom.isActive()},a.prototype.isZooming=function(){return this._zooming||this.scrollZoom.isZooming()},a.prototype.isRotating=function(){return this._rotating||this.dragRotate.isActive()},a.prototype.on=function(t,e,r){var a=this;if(void 0===r)return n.prototype.on.call(this,t,e);var i=function(){var n;if(\"mouseenter\"===t||\"mouseover\"===t){var i=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){var o=a.getLayer(e)?a.queryRenderedFeatures(n.point,{layers:[e]}):[];o.length?i||(i=!0,r.call(a,new fn(t,a,n.originalEvent,{features:o}))):i=!1},mouseout:function(){i=!1}}}}if(\"mouseleave\"===t||\"mouseout\"===t){var o=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){(a.getLayer(e)?a.queryRenderedFeatures(n.point,{layers:[e]}):[]).length?o=!0:o&&(o=!1,r.call(a,new fn(t,a,n.originalEvent)))},mouseout:function(e){o&&(o=!1,r.call(a,new fn(t,a,e.originalEvent)))}}}}return{layer:e,listener:r,delegates:(n={},n[t]=function(t){var n=a.getLayer(e)?a.queryRenderedFeatures(t.point,{layers:[e]}):[];n.length&&(t.features=n,r.call(a,t),delete t.features)},n)}}();for(var o in this._delegatedListeners=this._delegatedListeners||{},this._delegatedListeners[t]=this._delegatedListeners[t]||[],this._delegatedListeners[t].push(i),i.delegates)this.on(o,i.delegates[o]);return this},a.prototype.off=function(t,e,r){if(void 0===r)return n.prototype.off.call(this,t,e);if(this._delegatedListeners&&this._delegatedListeners[t])for(var a=this._delegatedListeners[t],i=0;i<a.length;i++){var o=a[i];if(o.layer===e&&o.listener===r){for(var s in o.delegates)this.off(s,o.delegates[s]);return a.splice(i,1),this}}return this},a.prototype.queryRenderedFeatures=function(e,r){if(!this.style)return[];var n;if(void 0!==r||void 0===e||e instanceof t.Point||Array.isArray(e)||(r=e,e=void 0),r=r||{},(e=e||[[0,0],[this.transform.width,this.transform.height]])instanceof t.Point||\"number\"==typeof e[0])n=[t.Point.convert(e)];else{var a=t.Point.convert(e[0]),i=t.Point.convert(e[1]);n=[a,new t.Point(i.x,a.y),i,new t.Point(a.x,i.y),a]}return this.style.queryRenderedFeatures(n,r,this.transform)},a.prototype.querySourceFeatures=function(t,e){return this.style.querySourceFeatures(t,e)},a.prototype.setStyle=function(e,r){return!1!==(r=t.extend({},{localIdeographFontFamily:this._localIdeographFontFamily},r)).diff&&r.localIdeographFontFamily===this._localIdeographFontFamily&&this.style&&e?(this._diffStyle(e,r),this):(this._localIdeographFontFamily=r.localIdeographFontFamily,this._updateStyle(e,r))},a.prototype._updateStyle=function(t,e){return this.style&&(this.style.setEventedParent(null),this.style._remove()),t?(this.style=new Re(this,e||{}),this.style.setEventedParent(this,{style:this.style}),\"string\"==typeof t?this.style.loadURL(t):this.style.loadJSON(t),this):(delete this.style,this)},a.prototype._diffStyle=function(e,r){var n=this;if(\"string\"==typeof e){var a=this._requestManager.normalizeStyleURL(e),i=this._requestManager.transformRequest(a,t.ResourceType.Style);t.getJSON(i,function(e,a){e?n.fire(new t.ErrorEvent(e)):a&&n._updateDiff(a,r)})}else\"object\"==typeof e&&this._updateDiff(e,r)},a.prototype._updateDiff=function(e,r){try{this.style.setState(e)&&this._update(!0)}catch(n){t.warnOnce(\"Unable to perform style diff: \"+(n.message||n.error||n)+\".  Rebuilding the style from scratch.\"),this._updateStyle(e,r)}},a.prototype.getStyle=function(){if(this.style)return this.style.serialize()},a.prototype.isStyleLoaded=function(){return this.style?this.style.loaded():t.warnOnce(\"There is no style added to the map.\")},a.prototype.addSource=function(t,e){return this.style.addSource(t,e),this._update(!0)},a.prototype.isSourceLoaded=function(e){var r=this.style&&this.style.sourceCaches[e];if(void 0!==r)return r.loaded();this.fire(new t.ErrorEvent(new Error(\"There is no source with ID '\"+e+\"'\")))},a.prototype.areTilesLoaded=function(){var t=this.style&&this.style.sourceCaches;for(var e in t){var r=t[e]._tiles;for(var n in r){var a=r[n];if(\"loaded\"!==a.state&&\"errored\"!==a.state)return!1}}return!0},a.prototype.addSourceType=function(t,e,r){return this.style.addSourceType(t,e,r)},a.prototype.removeSource=function(t){return this.style.removeSource(t),this._update(!0)},a.prototype.getSource=function(t){return this.style.getSource(t)},a.prototype.addImage=function(e,r,n){void 0===n&&(n={});var a=n.pixelRatio;void 0===a&&(a=1);var i=n.sdf;if(void 0===i&&(i=!1),r instanceof Pn){var o=t.browser.getImageData(r),s=o.width,l=o.height,c=o.data;this.style.addImage(e,{data:new t.RGBAImage({width:s,height:l},c),pixelRatio:a,sdf:i,version:0})}else{if(void 0===r.width||void 0===r.height)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.addImage(). The second argument must be an `HTMLImageElement`, `ImageData`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));var u=r.width,h=r.height,f=r.data,p=r;this.style.addImage(e,{data:new t.RGBAImage({width:u,height:h},new Uint8Array(f)),pixelRatio:a,sdf:i,version:0,userImage:p}),p.onAdd&&p.onAdd(this,e)}},a.prototype.updateImage=function(e,r){var n=this.style.getImage(e);if(!n)return this.fire(new t.ErrorEvent(new Error(\"The map has no image with that id. If you are adding a new image use `map.addImage(...)` instead.\")));var a=r instanceof Pn?t.browser.getImageData(r):r,i=a.width,o=a.height,s=a.data;if(void 0===i||void 0===o)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.updateImage(). The second argument must be an `HTMLImageElement`, `ImageData`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));if(i!==n.data.width||o!==n.data.height)return this.fire(new t.ErrorEvent(new Error(\"The width and height of the updated image must be that same as the previous version of the image\")));var l=!(r instanceof Pn);n.data.replace(s,l),this.style.updateImage(e,n)},a.prototype.hasImage=function(e){return e?!!this.style.getImage(e):(this.fire(new t.ErrorEvent(new Error(\"Missing required image id\"))),!1)},a.prototype.removeImage=function(t){this.style.removeImage(t)},a.prototype.loadImage=function(e,r){t.getImage(this._requestManager.transformRequest(e,t.ResourceType.Image),r)},a.prototype.listImages=function(){return this.style.listImages()},a.prototype.addLayer=function(t,e){return this.style.addLayer(t,e),this._update(!0)},a.prototype.moveLayer=function(t,e){return this.style.moveLayer(t,e),this._update(!0)},a.prototype.removeLayer=function(t){return this.style.removeLayer(t),this._update(!0)},a.prototype.getLayer=function(t){return this.style.getLayer(t)},a.prototype.setFilter=function(t,e,r){return void 0===r&&(r={}),this.style.setFilter(t,e,r),this._update(!0)},a.prototype.setLayerZoomRange=function(t,e,r){return this.style.setLayerZoomRange(t,e,r),this._update(!0)},a.prototype.getFilter=function(t){return this.style.getFilter(t)},a.prototype.setPaintProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setPaintProperty(t,e,r,n),this._update(!0)},a.prototype.getPaintProperty=function(t,e){return this.style.getPaintProperty(t,e)},a.prototype.setLayoutProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setLayoutProperty(t,e,r,n),this._update(!0)},a.prototype.getLayoutProperty=function(t,e){return this.style.getLayoutProperty(t,e)},a.prototype.setLight=function(t,e){return void 0===e&&(e={}),this.style.setLight(t,e),this._update(!0)},a.prototype.getLight=function(){return this.style.getLight()},a.prototype.setFeatureState=function(t,e){return this.style.setFeatureState(t,e),this._update()},a.prototype.removeFeatureState=function(t,e){return this.style.removeFeatureState(t,e),this._update()},a.prototype.getFeatureState=function(t){return this.style.getFeatureState(t)},a.prototype.getContainer=function(){return this._container},a.prototype.getCanvasContainer=function(){return this._canvasContainer},a.prototype.getCanvas=function(){return this._canvas},a.prototype._containerDimensions=function(){var t=0,e=0;return this._container&&(t=this._container.clientWidth||400,e=this._container.clientHeight||300),[t,e]},a.prototype._detectMissingCSS=function(){\"rgb(250, 128, 114)\"!==t.window.getComputedStyle(this._missingCSSCanary).getPropertyValue(\"background-color\")&&t.warnOnce(\"This page appears to be missing CSS declarations for Mapbox GL JS, which may cause the map to display incorrectly. Please ensure your page includes mapbox-gl.css, as described in https://www.mapbox.com/mapbox-gl-js/api/.\")},a.prototype._setupContainer=function(){var t=this._container;t.classList.add(\"mapboxgl-map\"),(this._missingCSSCanary=r.create(\"div\",\"mapboxgl-canary\",t)).style.visibility=\"hidden\",this._detectMissingCSS();var e=this._canvasContainer=r.create(\"div\",\"mapboxgl-canvas-container\",t);this._interactive&&e.classList.add(\"mapboxgl-interactive\"),this._canvas=r.create(\"canvas\",\"mapboxgl-canvas\",e),this._canvas.style.position=\"absolute\",this._canvas.addEventListener(\"webglcontextlost\",this._contextLost,!1),this._canvas.addEventListener(\"webglcontextrestored\",this._contextRestored,!1),this._canvas.setAttribute(\"tabindex\",\"0\"),this._canvas.setAttribute(\"aria-label\",\"Map\");var n=this._containerDimensions();this._resizeCanvas(n[0],n[1]);var a=this._controlContainer=r.create(\"div\",\"mapboxgl-control-container\",t),i=this._controlPositions={};[\"top-left\",\"top-right\",\"bottom-left\",\"bottom-right\"].forEach(function(t){i[t]=r.create(\"div\",\"mapboxgl-ctrl-\"+t,a)})},a.prototype._resizeCanvas=function(e,r){var n=t.window.devicePixelRatio||1;this._canvas.width=n*e,this._canvas.height=n*r,this._canvas.style.width=e+\"px\",this._canvas.style.height=r+\"px\"},a.prototype._setupPainter=function(){var r=t.extend({},e.webGLContextAttributes,{failIfMajorPerformanceCaveat:this._failIfMajorPerformanceCaveat,preserveDrawingBuffer:this._preserveDrawingBuffer,antialias:this._antialias||!1}),n=this._canvas.getContext(\"webgl\",r)||this._canvas.getContext(\"experimental-webgl\",r);n?(this.painter=new an(n,this.transform),t.webpSupported.testSupport(n)):this.fire(new t.ErrorEvent(new Error(\"Failed to initialize WebGL\")))},a.prototype._contextLost=function(e){e.preventDefault(),this._frame&&(this._frame.cancel(),this._frame=null),this.fire(new t.Event(\"webglcontextlost\",{originalEvent:e}))},a.prototype._contextRestored=function(e){this._setupPainter(),this.resize(),this._update(),this.fire(new t.Event(\"webglcontextrestored\",{originalEvent:e}))},a.prototype.loaded=function(){return!this._styleDirty&&!this._sourcesDirty&&!!this.style&&this.style.loaded()},a.prototype._update=function(t){return this.style?(this._styleDirty=this._styleDirty||t,this._sourcesDirty=!0,this.triggerRepaint(),this):this},a.prototype._requestRenderFrame=function(t){return this._update(),this._renderTaskQueue.add(t)},a.prototype._cancelRenderFrame=function(t){this._renderTaskQueue.remove(t)},a.prototype._render=function(){this.painter.context.setDirty(),this.painter.setBaseState(),this._renderTaskQueue.run();var e=!1;if(this.style&&this._styleDirty){this._styleDirty=!1;var r=this.transform.zoom,n=t.browser.now();this.style.zoomHistory.update(r,n);var a=new t.EvaluationParameters(r,{now:n,fadeDuration:this._fadeDuration,zoomHistory:this.style.zoomHistory,transition:this.style.getTransition()}),i=a.crossFadingFactor();1===i&&i===this._crossFadingFactor||(e=!0,this._crossFadingFactor=i),this.style.update(a)}return this.style&&this._sourcesDirty&&(this._sourcesDirty=!1,this.style._updateSources(this.transform)),this._placementDirty=this.style&&this.style._updatePlacement(this.painter.transform,this.showCollisionBoxes,this._fadeDuration,this._crossSourceCollisions),this.painter.render(this.style,{showTileBoundaries:this.showTileBoundaries,showOverdrawInspector:this._showOverdrawInspector,rotating:this.isRotating(),zooming:this.isZooming(),moving:this.isMoving(),fadeDuration:this._fadeDuration}),this.fire(new t.Event(\"render\")),this.loaded()&&!this._loaded&&(this._loaded=!0,this.fire(new t.Event(\"load\"))),this.style&&(this.style.hasTransitions()||e)&&(this._styleDirty=!0),this.style&&!this._placementDirty&&this.style._releaseSymbolFadeTiles(),this._sourcesDirty||this._repaint||this._styleDirty||this._placementDirty?this.triggerRepaint():!this.isMoving()&&this.loaded()&&this.fire(new t.Event(\"idle\")),this},a.prototype.remove=function(){this._hash&&this._hash.remove();for(var e=0,r=this._controls;e<r.length;e+=1)r[e].onRemove(this);this._controls=[],this._frame&&(this._frame.cancel(),this._frame=null),this._renderTaskQueue.clear(),this.setStyle(null),void 0!==t.window&&(t.window.removeEventListener(\"resize\",this._onWindowResize,!1),t.window.removeEventListener(\"online\",this._onWindowOnline,!1));var n=this.painter.context.gl.getExtension(\"WEBGL_lose_context\");n&&n.loseContext(),Dn(this._canvasContainer),Dn(this._controlContainer),Dn(this._missingCSSCanary),this._container.classList.remove(\"mapboxgl-map\"),this.fire(new t.Event(\"remove\"))},a.prototype.triggerRepaint=function(){var e=this;this.style&&!this._frame&&(this._frame=t.browser.frame(function(){e._frame=null,e._render()}))},a.prototype._onWindowOnline=function(){this._update()},a.prototype._onWindowResize=function(){this._trackResize&&this.resize()._update()},i.showTileBoundaries.get=function(){return!!this._showTileBoundaries},i.showTileBoundaries.set=function(t){this._showTileBoundaries!==t&&(this._showTileBoundaries=t,this._update())},i.showCollisionBoxes.get=function(){return!!this._showCollisionBoxes},i.showCollisionBoxes.set=function(t){this._showCollisionBoxes!==t&&(this._showCollisionBoxes=t,t?this.style._generateCollisionBoxes():this._update())},i.showOverdrawInspector.get=function(){return!!this._showOverdrawInspector},i.showOverdrawInspector.set=function(t){this._showOverdrawInspector!==t&&(this._showOverdrawInspector=t,this._update())},i.repaint.get=function(){return!!this._repaint},i.repaint.set=function(t){this._repaint!==t&&(this._repaint=t,this.triggerRepaint())},i.vertices.get=function(){return!!this._vertices},i.vertices.set=function(t){this._vertices=t,this._update()},a.prototype._setCacheLimits=function(e,r){t.setCacheLimits(e,r)},i.version.get=function(){return t.version},Object.defineProperties(a.prototype,i),a}(Sn);function Dn(t){t.parentNode&&t.parentNode.removeChild(t)}var Rn={showCompass:!0,showZoom:!0,visualizePitch:!1},Fn=function(e){var n=this;this.options=t.extend({},Rn,e),this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._container.addEventListener(\"contextmenu\",function(t){return t.preventDefault()}),this.options.showZoom&&(t.bindAll([\"_updateZoomButtons\"],this),this._zoomInButton=this._createButton(\"mapboxgl-ctrl-icon mapboxgl-ctrl-zoom-in\",\"Zoom in\",function(){return n._map.zoomIn()}),this._zoomOutButton=this._createButton(\"mapboxgl-ctrl-icon mapboxgl-ctrl-zoom-out\",\"Zoom out\",function(){return n._map.zoomOut()})),this.options.showCompass&&(t.bindAll([\"_rotateCompassArrow\"],this),this._compass=this._createButton(\"mapboxgl-ctrl-icon mapboxgl-ctrl-compass\",\"Reset bearing to north\",function(){n.options.visualizePitch?n._map.resetNorthPitch():n._map.resetNorth()}),this._compassArrow=r.create(\"span\",\"mapboxgl-ctrl-compass-arrow\",this._compass))};function Bn(e,r,n){if(e=new t.LngLat(e.lng,e.lat),r){var a=new t.LngLat(e.lng-360,e.lat),i=new t.LngLat(e.lng+360,e.lat),o=n.locationPoint(e).distSqr(r);n.locationPoint(a).distSqr(r)<o?e=a:n.locationPoint(i).distSqr(r)<o&&(e=i)}for(;Math.abs(e.lng-n.center.lng)>180;){var s=n.locationPoint(e);if(s.x>=0&&s.y>=0&&s.x<=n.width&&s.y<=n.height)break;e.lng>n.center.lng?e.lng-=360:e.lng+=360}return e}Fn.prototype._updateZoomButtons=function(){var t=this._map.getZoom();t===this._map.getMaxZoom()?this._zoomInButton.classList.add(\"mapboxgl-ctrl-icon-disabled\"):this._zoomInButton.classList.remove(\"mapboxgl-ctrl-icon-disabled\"),t===this._map.getMinZoom()?this._zoomOutButton.classList.add(\"mapboxgl-ctrl-icon-disabled\"):this._zoomOutButton.classList.remove(\"mapboxgl-ctrl-icon-disabled\")},Fn.prototype._rotateCompassArrow=function(){var t=this.options.visualizePitch?\"scale(\"+1/Math.pow(Math.cos(this._map.transform.pitch*(Math.PI/180)),.5)+\") rotateX(\"+this._map.transform.pitch+\"deg) rotateZ(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\":\"rotate(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\";this._compassArrow.style.transform=t},Fn.prototype.onAdd=function(t){return this._map=t,this.options.showZoom&&(this._map.on(\"zoom\",this._updateZoomButtons),this._updateZoomButtons()),this.options.showCompass&&(this.options.visualizePitch&&this._map.on(\"pitch\",this._rotateCompassArrow),this._map.on(\"rotate\",this._rotateCompassArrow),this._rotateCompassArrow(),this._handler=new yn(t,{button:\"left\",element:this._compass}),r.addEventListener(this._compass,\"mousedown\",this._handler.onMouseDown),r.addEventListener(this._compass,\"touchstart\",this._handler.onMouseDown,{passive:!1}),this._handler.enable()),this._container},Fn.prototype.onRemove=function(){r.remove(this._container),this.options.showZoom&&this._map.off(\"zoom\",this._updateZoomButtons),this.options.showCompass&&(this.options.visualizePitch&&this._map.off(\"pitch\",this._rotateCompassArrow),this._map.off(\"rotate\",this._rotateCompassArrow),r.removeEventListener(this._compass,\"mousedown\",this._handler.onMouseDown),r.removeEventListener(this._compass,\"touchstart\",this._handler.onMouseDown,{passive:!1}),this._handler.disable(),delete this._handler),delete this._map},Fn.prototype._createButton=function(t,e,n){var a=r.create(\"button\",t,this._container);return a.type=\"button\",a.title=e,a.setAttribute(\"aria-label\",e),a.addEventListener(\"click\",n),a};var Nn={center:\"translate(-50%,-50%)\",top:\"translate(-50%,0)\",\"top-left\":\"translate(0,0)\",\"top-right\":\"translate(-100%,0)\",bottom:\"translate(-50%,-100%)\",\"bottom-left\":\"translate(0,-100%)\",\"bottom-right\":\"translate(-100%,-100%)\",left:\"translate(0,-50%)\",right:\"translate(-100%,-50%)\"};function jn(t,e,r){var n=t.classList;for(var a in Nn)n.remove(\"mapboxgl-\"+r+\"-anchor-\"+a);n.add(\"mapboxgl-\"+r+\"-anchor-\"+e)}var Vn,Un=function(e){function n(n,a){if(e.call(this),(n instanceof t.window.HTMLElement||a)&&(n=t.extend({element:n},a)),t.bindAll([\"_update\",\"_onMove\",\"_onUp\",\"_addDragHandler\",\"_onMapClick\"],this),this._anchor=n&&n.anchor||\"center\",this._color=n&&n.color||\"#3FB1CE\",this._draggable=n&&n.draggable||!1,this._state=\"inactive\",n&&n.element)this._element=n.element,this._offset=t.Point.convert(n&&n.offset||[0,0]);else{this._defaultMarker=!0,this._element=r.create(\"div\");var i=r.createNS(\"http://www.w3.org/2000/svg\",\"svg\");i.setAttributeNS(null,\"display\",\"block\"),i.setAttributeNS(null,\"height\",\"41px\"),i.setAttributeNS(null,\"width\",\"27px\"),i.setAttributeNS(null,\"viewBox\",\"0 0 27 41\");var o=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");o.setAttributeNS(null,\"stroke\",\"none\"),o.setAttributeNS(null,\"stroke-width\",\"1\"),o.setAttributeNS(null,\"fill\",\"none\"),o.setAttributeNS(null,\"fill-rule\",\"evenodd\");var s=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");s.setAttributeNS(null,\"fill-rule\",\"nonzero\");var l=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");l.setAttributeNS(null,\"transform\",\"translate(3.0, 29.0)\"),l.setAttributeNS(null,\"fill\",\"#000000\");for(var c=0,u=[{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"9.5\",ry:\"4.77275007\"},{rx:\"8.5\",ry:\"4.29549936\"},{rx:\"7.5\",ry:\"3.81822308\"},{rx:\"6.5\",ry:\"3.34094679\"},{rx:\"5.5\",ry:\"2.86367051\"},{rx:\"4.5\",ry:\"2.38636864\"}];c<u.length;c+=1){var h=u[c],f=r.createNS(\"http://www.w3.org/2000/svg\",\"ellipse\");f.setAttributeNS(null,\"opacity\",\"0.04\"),f.setAttributeNS(null,\"cx\",\"10.5\"),f.setAttributeNS(null,\"cy\",\"5.80029008\"),f.setAttributeNS(null,\"rx\",h.rx),f.setAttributeNS(null,\"ry\",h.ry),l.appendChild(f)}var p=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");p.setAttributeNS(null,\"fill\",this._color);var d=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");d.setAttributeNS(null,\"d\",\"M27,13.5 C27,19.074644 20.250001,27.000002 14.75,34.500002 C14.016665,35.500004 12.983335,35.500004 12.25,34.500002 C6.7499993,27.000002 0,19.222562 0,13.5 C0,6.0441559 6.0441559,0 13.5,0 C20.955844,0 27,6.0441559 27,13.5 Z\"),p.appendChild(d);var g=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");g.setAttributeNS(null,\"opacity\",\"0.25\"),g.setAttributeNS(null,\"fill\",\"#000000\");var v=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");v.setAttributeNS(null,\"d\",\"M13.5,0 C6.0441559,0 0,6.0441559 0,13.5 C0,19.222562 6.7499993,27 12.25,34.5 C13,35.522727 14.016664,35.500004 14.75,34.5 C20.250001,27 27,19.074644 27,13.5 C27,6.0441559 20.955844,0 13.5,0 Z M13.5,1 C20.415404,1 26,6.584596 26,13.5 C26,15.898657 24.495584,19.181431 22.220703,22.738281 C19.945823,26.295132 16.705119,30.142167 13.943359,33.908203 C13.743445,34.180814 13.612715,34.322738 13.5,34.441406 C13.387285,34.322738 13.256555,34.180814 13.056641,33.908203 C10.284481,30.127985 7.4148684,26.314159 5.015625,22.773438 C2.6163816,19.232715 1,15.953538 1,13.5 C1,6.584596 6.584596,1 13.5,1 Z\"),g.appendChild(v);var m=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");m.setAttributeNS(null,\"transform\",\"translate(6.0, 7.0)\"),m.setAttributeNS(null,\"fill\",\"#FFFFFF\");var y=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");y.setAttributeNS(null,\"transform\",\"translate(8.0, 8.0)\");var x=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");x.setAttributeNS(null,\"fill\",\"#000000\"),x.setAttributeNS(null,\"opacity\",\"0.25\"),x.setAttributeNS(null,\"cx\",\"5.5\"),x.setAttributeNS(null,\"cy\",\"5.5\"),x.setAttributeNS(null,\"r\",\"5.4999962\");var b=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");b.setAttributeNS(null,\"fill\",\"#FFFFFF\"),b.setAttributeNS(null,\"cx\",\"5.5\"),b.setAttributeNS(null,\"cy\",\"5.5\"),b.setAttributeNS(null,\"r\",\"5.4999962\"),y.appendChild(x),y.appendChild(b),s.appendChild(l),s.appendChild(p),s.appendChild(g),s.appendChild(m),s.appendChild(y),i.appendChild(s),this._element.appendChild(i),this._offset=t.Point.convert(n&&n.offset||[0,-14])}this._element.classList.add(\"mapboxgl-marker\"),this._element.addEventListener(\"dragstart\",function(t){t.preventDefault()}),jn(this._element,this._anchor,\"marker\"),this._popup=null}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(t){return this.remove(),this._map=t,t.getCanvasContainer().appendChild(this._element),t.on(\"move\",this._update),t.on(\"moveend\",this._update),this.setDraggable(this._draggable),this._update(),this._map.on(\"click\",this._onMapClick),this},n.prototype.remove=function(){return this._map&&(this._map.off(\"click\",this._onMapClick),this._map.off(\"move\",this._update),this._map.off(\"moveend\",this._update),this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler),this._map.off(\"mouseup\",this._onUp),this._map.off(\"touchend\",this._onUp),this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),delete this._map),r.remove(this._element),this._popup&&this._popup.remove(),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._popup&&this._popup.setLngLat(this._lngLat),this._update(),this},n.prototype.getElement=function(){return this._element},n.prototype.setPopup=function(t){if(this._popup&&(this._popup.remove(),this._popup=null),t){if(!(\"offset\"in t.options)){var e=Math.sqrt(Math.pow(13.5,2)/2);t.options.offset=this._defaultMarker?{top:[0,0],\"top-left\":[0,0],\"top-right\":[0,0],bottom:[0,-38.1],\"bottom-left\":[e,-1*(24.6+e)],\"bottom-right\":[-e,-1*(24.6+e)],left:[13.5,-24.6],right:[-13.5,-24.6]}:this._offset}this._popup=t,this._lngLat&&this._popup.setLngLat(this._lngLat)}return this},n.prototype._onMapClick=function(t){var e=t.originalEvent.target,r=this._element;this._popup&&(e===r||r.contains(e))&&this.togglePopup()},n.prototype.getPopup=function(){return this._popup},n.prototype.togglePopup=function(){var t=this._popup;return t?(t.isOpen()?t.remove():t.addTo(this._map),this):this},n.prototype._update=function(t){this._map&&(this._map.transform.renderWorldCopies&&(this._lngLat=Bn(this._lngLat,this._pos,this._map.transform)),this._pos=this._map.project(this._lngLat)._add(this._offset),t&&\"moveend\"!==t.type||(this._pos=this._pos.round()),r.setTransform(this._element,Nn[this._anchor]+\" translate(\"+this._pos.x+\"px, \"+this._pos.y+\"px)\"))},n.prototype.getOffset=function(){return this._offset},n.prototype.setOffset=function(e){return this._offset=t.Point.convert(e),this._update(),this},n.prototype._onMove=function(e){this._pos=e.point.sub(this._positionDelta),this._lngLat=this._map.unproject(this._pos),this.setLngLat(this._lngLat),this._element.style.pointerEvents=\"none\",\"pending\"===this._state&&(this._state=\"active\",this.fire(new t.Event(\"dragstart\"))),this.fire(new t.Event(\"drag\"))},n.prototype._onUp=function(){this._element.style.pointerEvents=\"auto\",this._positionDelta=null,this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),\"active\"===this._state&&this.fire(new t.Event(\"dragend\")),this._state=\"inactive\"},n.prototype._addDragHandler=function(t){this._element.contains(t.originalEvent.target)&&(t.preventDefault(),this._positionDelta=t.point.sub(this._pos).add(this._offset),this._state=\"pending\",this._map.on(\"mousemove\",this._onMove),this._map.on(\"touchmove\",this._onMove),this._map.once(\"mouseup\",this._onUp),this._map.once(\"touchend\",this._onUp))},n.prototype.setDraggable=function(t){return this._draggable=!!t,this._map&&(t?(this._map.on(\"mousedown\",this._addDragHandler),this._map.on(\"touchstart\",this._addDragHandler)):(this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler))),this},n.prototype.isDraggable=function(){return this._draggable},n}(t.Evented),qn={positionOptions:{enableHighAccuracy:!1,maximumAge:0,timeout:6e3},fitBoundsOptions:{maxZoom:15},trackUserLocation:!1,showUserLocation:!0},Hn=function(e){function n(r){e.call(this),this.options=t.extend({},qn,r),t.bindAll([\"_onSuccess\",\"_onError\",\"_finish\",\"_setupUI\",\"_updateCamera\",\"_updateMarker\"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.onAdd=function(e){var n;return this._map=e,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),n=this._setupUI,void 0!==Vn?n(Vn):void 0!==t.window.navigator.permissions?t.window.navigator.permissions.query({name:\"geolocation\"}).then(function(t){Vn=\"denied\"!==t.state,n(Vn)}):(Vn=!!t.window.navigator.geolocation,n(Vn)),this._container},n.prototype.onRemove=function(){void 0!==this._geolocationWatchID&&(t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0),this.options.showUserLocation&&this._userLocationDotMarker&&this._userLocationDotMarker.remove(),r.remove(this._container),this._map=void 0},n.prototype._onSuccess=function(e){if(this.options.trackUserLocation)switch(this._lastKnownPosition=e,this._watchState){case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"BACKGROUND\":case\"BACKGROUND_ERROR\":this._watchState=\"BACKGROUND\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\")}this.options.showUserLocation&&\"OFF\"!==this._watchState&&this._updateMarker(e),this.options.trackUserLocation&&\"ACTIVE_LOCK\"!==this._watchState||this._updateCamera(e),this.options.showUserLocation&&this._dotElement.classList.remove(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"geolocate\",e)),this._finish()},n.prototype._updateCamera=function(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude),n=e.coords.accuracy,a=this._map.getBearing(),i=t.extend({bearing:a},this.options.fitBoundsOptions);this._map.fitBounds(r.toBounds(n),i,{geolocateSource:!0})},n.prototype._updateMarker=function(t){t?this._userLocationDotMarker.setLngLat([t.coords.longitude,t.coords.latitude]).addTo(this._map):this._userLocationDotMarker.remove()},n.prototype._onError=function(e){if(this.options.trackUserLocation)if(1===e.code)this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),void 0!==this._geolocationWatchID&&this._clearWatch();else switch(this._watchState){case\"WAITING_ACTIVE\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"ACTIVE_LOCK\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\");break;case\"BACKGROUND\":this._watchState=\"BACKGROUND_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\")}\"OFF\"!==this._watchState&&this.options.showUserLocation&&this._dotElement.classList.add(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"error\",e)),this._finish()},n.prototype._finish=function(){this._timeoutId&&clearTimeout(this._timeoutId),this._timeoutId=void 0},n.prototype._setupUI=function(e){var n=this;!1!==e?(this._container.addEventListener(\"contextmenu\",function(t){return t.preventDefault()}),this._geolocateButton=r.create(\"button\",\"mapboxgl-ctrl-icon mapboxgl-ctrl-geolocate\",this._container),this._geolocateButton.type=\"button\",this._geolocateButton.setAttribute(\"aria-label\",\"Geolocate\"),this.options.trackUserLocation&&(this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this._watchState=\"OFF\"),this.options.showUserLocation&&(this._dotElement=r.create(\"div\",\"mapboxgl-user-location-dot\"),this._userLocationDotMarker=new Un(this._dotElement),this.options.trackUserLocation&&(this._watchState=\"OFF\")),this._geolocateButton.addEventListener(\"click\",this.trigger.bind(this)),this._setup=!0,this.options.trackUserLocation&&this._map.on(\"movestart\",function(e){e.geolocateSource||\"ACTIVE_LOCK\"!==n._watchState||(n._watchState=\"BACKGROUND\",n._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\"),n._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),n.fire(new t.Event(\"trackuserlocationend\")))})):t.warnOnce(\"Geolocation support is not available, the GeolocateControl will not be visible.\")},n.prototype.trigger=function(){if(!this._setup)return t.warnOnce(\"Geolocate control triggered before added to a map\"),!1;if(this.options.trackUserLocation){switch(this._watchState){case\"OFF\":this._watchState=\"WAITING_ACTIVE\",this.fire(new t.Event(\"trackuserlocationstart\"));break;case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":case\"BACKGROUND_ERROR\":this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this.fire(new t.Event(\"trackuserlocationend\"));break;case\"BACKGROUND\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._lastKnownPosition&&this._updateCamera(this._lastKnownPosition),this.fire(new t.Event(\"trackuserlocationstart\"))}switch(this._watchState){case\"WAITING_ACTIVE\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_LOCK\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"BACKGROUND\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\");break;case\"BACKGROUND_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\")}\"OFF\"===this._watchState&&void 0!==this._geolocationWatchID?this._clearWatch():void 0===this._geolocationWatchID&&(this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"true\"),this._geolocationWatchID=t.window.navigator.geolocation.watchPosition(this._onSuccess,this._onError,this.options.positionOptions))}else t.window.navigator.geolocation.getCurrentPosition(this._onSuccess,this._onError,this.options.positionOptions),this._timeoutId=setTimeout(this._finish,1e4);return!0},n.prototype._clearWatch=function(){t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0,this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this.options.showUserLocation&&this._updateMarker(null)},n}(t.Evented),Gn={maxWidth:100,unit:\"metric\"},Yn=function(e){this.options=t.extend({},Gn,e),t.bindAll([\"_onMove\",\"setUnit\"],this)};function Wn(t,e,r){var n,a,i,o,s,l,c=r&&r.maxWidth||100,u=t._container.clientHeight/2,h=(n=t.unproject([0,u]),a=t.unproject([c,u]),i=Math.PI/180,o=n.lat*i,s=a.lat*i,l=Math.sin(o)*Math.sin(s)+Math.cos(o)*Math.cos(s)*Math.cos((a.lng-n.lng)*i),6371e3*Math.acos(Math.min(l,1)));if(r&&\"imperial\"===r.unit){var f=3.2808*h;f>5280?Xn(e,c,f/5280,\"mi\"):Xn(e,c,f,\"ft\")}else r&&\"nautical\"===r.unit?Xn(e,c,h/1852,\"nm\"):Xn(e,c,h,\"m\")}function Xn(t,e,r,n){var a,i,o,s=(a=r,(i=Math.pow(10,(\"\"+Math.floor(a)).length-1))*(o=(o=a/i)>=10?10:o>=5?5:o>=3?3:o>=2?2:o>=1?1:function(t){var e=Math.pow(10,Math.ceil(-Math.log(t)/Math.LN10));return Math.round(t*e)/e}(o))),l=s/r;\"m\"===n&&s>=1e3&&(s/=1e3,n=\"km\"),t.style.width=e*l+\"px\",t.innerHTML=s+n}Yn.prototype.getDefaultPosition=function(){return\"bottom-left\"},Yn.prototype._onMove=function(){Wn(this._map,this._container,this.options)},Yn.prototype.onAdd=function(t){return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-scale\",t.getContainer()),this._map.on(\"move\",this._onMove),this._onMove(),this._container},Yn.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"move\",this._onMove),this._map=void 0},Yn.prototype.setUnit=function(t){this.options.unit=t,Wn(this._map,this._container,this.options)};var Zn=function(e){this._fullscreen=!1,e&&e.container&&(e.container instanceof t.window.HTMLElement?this._container=e.container:t.warnOnce(\"Full screen control 'container' must be a DOM element.\")),t.bindAll([\"_onClickFullscreen\",\"_changeIcon\"],this),\"onfullscreenchange\"in t.window.document?this._fullscreenchange=\"fullscreenchange\":\"onmozfullscreenchange\"in t.window.document?this._fullscreenchange=\"mozfullscreenchange\":\"onwebkitfullscreenchange\"in t.window.document?this._fullscreenchange=\"webkitfullscreenchange\":\"onmsfullscreenchange\"in t.window.document&&(this._fullscreenchange=\"MSFullscreenChange\"),this._className=\"mapboxgl-ctrl\"};Zn.prototype.onAdd=function(e){return this._map=e,this._container||(this._container=this._map.getContainer()),this._controlContainer=r.create(\"div\",this._className+\" mapboxgl-ctrl-group\"),this._checkFullscreenSupport()?this._setupUI():(this._controlContainer.style.display=\"none\",t.warnOnce(\"This device does not support fullscreen mode.\")),this._controlContainer},Zn.prototype.onRemove=function(){r.remove(this._controlContainer),this._map=null,t.window.document.removeEventListener(this._fullscreenchange,this._changeIcon)},Zn.prototype._checkFullscreenSupport=function(){return!!(t.window.document.fullscreenEnabled||t.window.document.mozFullScreenEnabled||t.window.document.msFullscreenEnabled||t.window.document.webkitFullscreenEnabled)},Zn.prototype._setupUI=function(){(this._fullscreenButton=r.create(\"button\",this._className+\"-icon \"+this._className+\"-fullscreen\",this._controlContainer)).type=\"button\",this._updateTitle(),this._fullscreenButton.addEventListener(\"click\",this._onClickFullscreen),t.window.document.addEventListener(this._fullscreenchange,this._changeIcon)},Zn.prototype._updateTitle=function(){var t=this._isFullscreen()?\"Exit fullscreen\":\"Enter fullscreen\";this._fullscreenButton.setAttribute(\"aria-label\",t),this._fullscreenButton.title=t},Zn.prototype._isFullscreen=function(){return this._fullscreen},Zn.prototype._changeIcon=function(){(t.window.document.fullscreenElement||t.window.document.mozFullScreenElement||t.window.document.webkitFullscreenElement||t.window.document.msFullscreenElement)===this._container!==this._fullscreen&&(this._fullscreen=!this._fullscreen,this._fullscreenButton.classList.toggle(this._className+\"-shrink\"),this._fullscreenButton.classList.toggle(this._className+\"-fullscreen\"),this._updateTitle())},Zn.prototype._onClickFullscreen=function(){this._isFullscreen()?t.window.document.exitFullscreen?t.window.document.exitFullscreen():t.window.document.mozCancelFullScreen?t.window.document.mozCancelFullScreen():t.window.document.msExitFullscreen?t.window.document.msExitFullscreen():t.window.document.webkitCancelFullScreen&&t.window.document.webkitCancelFullScreen():this._container.requestFullscreen?this._container.requestFullscreen():this._container.mozRequestFullScreen?this._container.mozRequestFullScreen():this._container.msRequestFullscreen?this._container.msRequestFullscreen():this._container.webkitRequestFullscreen&&this._container.webkitRequestFullscreen()};var Jn={closeButton:!0,closeOnClick:!0,className:\"\",maxWidth:\"240px\"},Kn=function(e){function n(r){e.call(this),this.options=t.extend(Object.create(Jn),r),t.bindAll([\"_update\",\"_onClickClose\",\"remove\"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(e){var r=this;return this._map=e,this.options.closeOnClick&&this._map.on(\"click\",this._onClickClose),this._map.on(\"remove\",this.remove),this._update(),this._trackPointer?(this._map.on(\"mousemove\",function(t){r._update(t.point)}),this._map.on(\"mouseup\",function(t){r._update(t.point)}),this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")):this._map.on(\"move\",this._update),this.fire(new t.Event(\"open\")),this},n.prototype.isOpen=function(){return!!this._map},n.prototype.remove=function(){return this._content&&r.remove(this._content),this._container&&(r.remove(this._container),delete this._container),this._map&&(this._map.off(\"move\",this._update),this._map.off(\"click\",this._onClickClose),this._map.off(\"remove\",this.remove),this._map.off(\"mousemove\"),delete this._map),this.fire(new t.Event(\"close\")),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._trackPointer=!1,this._update(),this._map&&(this._map.on(\"move\",this._update),this._map.off(\"mousemove\"),this._container.classList.remove(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.remove(\"mapboxgl-track-pointer\")),this},n.prototype.trackPointer=function(){var t=this;return this._trackPointer=!0,this._pos=null,this._map&&(this._map.off(\"move\",this._update),this._map.on(\"mousemove\",function(e){t._update(e.point)}),this._map.on(\"drag\",function(e){t._update(e.point)}),this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")),this},n.prototype.getElement=function(){return this._container},n.prototype.setText=function(e){return this.setDOMContent(t.window.document.createTextNode(e))},n.prototype.setHTML=function(e){var r,n=t.window.document.createDocumentFragment(),a=t.window.document.createElement(\"body\");for(a.innerHTML=e;r=a.firstChild;)n.appendChild(r);return this.setDOMContent(n)},n.prototype.getMaxWidth=function(){return this._container.style.maxWidth},n.prototype.setMaxWidth=function(t){return this.options.maxWidth=t,this._update(),this},n.prototype.setDOMContent=function(t){return 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n=t(\"color-normalize\"),a=t(\"array-bounds\"),i=t(\"object-assign\"),o=t(\"glslify\"),s=t(\"pick-by-alias\"),l=t(\"flatten-vertex-data\"),c=t(\"earcut\"),u=t(\"array-normalize\"),h=t(\"to-float32\"),f=h.float32,p=h.fract32,d=t(\"es6-weak-map\"),g=t(\"parse-rect\");function v(t,e){if(!(this instanceof v))return new v(t,e);if(\"function\"==typeof t?(e||(e={}),e.regl=t):e=t,e.length&&(e.positions=e),!(t=e.regl).hasExtension(\"ANGLE_instanced_arrays\"))throw Error(\"regl-error2d: `ANGLE_instanced_arrays` extension should be enabled\");this.gl=t._gl,this.regl=t,this.passes=[],this.shaders=v.shaders.has(t)?v.shaders.get(t):v.shaders.set(t,v.createShaders(t)).get(t),this.update(e)}e.exports=v,v.dashMult=2,v.maxPatternLength=256,v.precisionThreshold=3e6,v.maxPoints=1e4,v.maxLines=2048,v.shaders=new d,v.createShaders=function(t){var e,r=t.buffer({usage:\"static\",type:\"float\",data:[0,1,0,0,1,1,1,0]}),n={primitive:\"triangle strip\",instances:t.prop(\"count\"),count:4,offset:0,uniforms:{miterMode:function(t,e){return\"round\"===e.join?2:1},miterLimit:t.prop(\"miterLimit\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),thickness:t.prop(\"thickness\"),dashPattern:t.prop(\"dashTexture\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),dashSize:t.prop(\"dashLength\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]},depth:t.prop(\"depth\")},blend:{enable:!0,color:[0,0,0,0],equation:{rgb:\"add\",alpha:\"add\"},func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},depth:{enable:function(t,e){return!e.overlay}},stencil:{enable:!1},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\")},a=t(i({vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, aCoordFract, bCoordFract;\\nattribute vec4 color;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvec2 project(vec2 position, vec2 positionFract, vec2 scale, vec2 scaleFract, vec2 translate, vec2 translateFract) {\\n\\t// the order is important\\n\\treturn position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n}\\n\\nvoid main() {\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineOffset = lineTop * 2. - 1.;\\n\\n\\tvec2 diff = (bCoord + bCoordFract - aCoord - aCoordFract);\\n\\ttangent = normalize(diff * scale * viewport.zw);\\n\\tvec2 normal = vec2(-tangent.y, tangent.x);\\n\\n\\tvec2 position = project(aCoord, aCoordFract, scale, scaleFract, translate, translateFract) * lineStart\\n\\t\\t+ project(bCoord, bCoordFract, scale, scaleFract, translate, translateFract) * lineEnd\\n\\n\\t\\t+ thickness * normal * .5 * lineOffset / viewport.zw;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D dashPattern;\\n\\nuniform float dashSize, pixelRatio, thickness, opacity, id;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvoid main() {\\n\\tfloat alpha = 1.;\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashSize) * .5 + .25;\\n\\tfloat dash = texture2D(dashPattern, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},aCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8,divisor:1},bCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:16,divisor:1},color:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1}}},n));try{e=t(i({cull:{enable:!0,face:\"back\"},vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, nextCoord, prevCoord;\\nattribute vec4 aColor, bColor;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, translate;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\nuniform float miterLimit, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 tangent;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nconst float REVERSE_THRESHOLD = -.875;\\nconst float MIN_DIFF = 1e-6;\\n\\n// TODO: possible optimizations: avoid overcalculating all for vertices and calc just one instead\\n// TODO: precalculate dot products, normalize things beforehead etc.\\n// TODO: refactor to rectangular algorithm\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nbool isNaN( float val ){\\n  return ( val < 0.0 || 0.0 < val || val == 0.0 ) ? false : true;\\n}\\n\\nvoid main() {\\n\\tvec2 aCoord = aCoord, bCoord = bCoord, prevCoord = prevCoord, nextCoord = nextCoord;\\n\\n  vec2 adjustedScale;\\n  adjustedScale.x = (abs(scale.x) < MIN_DIFF) ? MIN_DIFF : scale.x;\\n  adjustedScale.y = (abs(scale.y) < MIN_DIFF) ? MIN_DIFF : scale.y;\\n\\n  vec2 scaleRatio = adjustedScale * viewport.zw;\\n\\tvec2 normalWidth = thickness / scaleRatio;\\n\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineBot = 1. - lineTop;\\n\\n\\tfragColor = (lineStart * aColor + lineEnd * bColor) / 255.;\\n\\n\\tif (isNaN(aCoord.x) || isNaN(aCoord.y) || isNaN(bCoord.x) || isNaN(bCoord.y)) return;\\n\\n\\tif (aCoord == prevCoord) prevCoord = aCoord + normalize(bCoord - aCoord);\\n\\tif (bCoord == nextCoord) nextCoord = bCoord - normalize(bCoord - aCoord);\\n\\n\\tvec2 prevDiff = aCoord - prevCoord;\\n\\tvec2 currDiff = bCoord - aCoord;\\n\\tvec2 nextDiff = nextCoord - bCoord;\\n\\n\\tvec2 prevTangent = normalize(prevDiff * scaleRatio);\\n\\tvec2 currTangent = normalize(currDiff * scaleRatio);\\n\\tvec2 nextTangent = normalize(nextDiff * scaleRatio);\\n\\n\\tvec2 prevNormal = vec2(-prevTangent.y, prevTangent.x);\\n\\tvec2 currNormal = vec2(-currTangent.y, currTangent.x);\\n\\tvec2 nextNormal = vec2(-nextTangent.y, nextTangent.x);\\n\\n\\tvec2 startJoinDirection = normalize(prevTangent - currTangent);\\n\\tvec2 endJoinDirection = normalize(currTangent - nextTangent);\\n\\n\\t// collapsed/unidirectional segment cases\\n\\t// FIXME: there should be more elegant solution\\n\\tvec2 prevTanDiff = abs(prevTangent - currTangent);\\n\\tvec2 nextTanDiff = abs(nextTangent - currTangent);\\n\\tif (max(prevTanDiff.x, prevTanDiff.y) < MIN_DIFF) {\\n\\t\\tstartJoinDirection = currNormal;\\n\\t}\\n\\tif (max(nextTanDiff.x, nextTanDiff.y) < MIN_DIFF) {\\n\\t\\tendJoinDirection = currNormal;\\n\\t}\\n\\tif (aCoord == bCoord) {\\n\\t\\tendJoinDirection = startJoinDirection;\\n\\t\\tcurrNormal = prevNormal;\\n\\t\\tcurrTangent = prevTangent;\\n\\t}\\n\\n\\ttangent = currTangent;\\n\\n\\t//calculate join shifts relative to normals\\n\\tfloat startJoinShift = dot(currNormal, startJoinDirection);\\n\\tfloat endJoinShift = dot(currNormal, endJoinDirection);\\n\\n\\tfloat startMiterRatio = abs(1. / startJoinShift);\\n\\tfloat endMiterRatio = abs(1. / endJoinShift);\\n\\n\\tvec2 startJoin = startJoinDirection * startMiterRatio;\\n\\tvec2 endJoin = endJoinDirection * endMiterRatio;\\n\\n\\tvec2 startTopJoin, startBotJoin, endTopJoin, endBotJoin;\\n\\tstartTopJoin = sign(startJoinShift) * startJoin * .5;\\n\\tstartBotJoin = -startTopJoin;\\n\\n\\tendTopJoin = sign(endJoinShift) * endJoin * .5;\\n\\tendBotJoin = -endTopJoin;\\n\\n\\tvec2 aTopCoord = aCoord + normalWidth * startTopJoin;\\n\\tvec2 bTopCoord = bCoord + normalWidth * endTopJoin;\\n\\tvec2 aBotCoord = aCoord + normalWidth * startBotJoin;\\n\\tvec2 bBotCoord = bCoord + normalWidth * endBotJoin;\\n\\n\\t//miter anti-clipping\\n\\tfloat baClipping = distToLine(bCoord, aCoord, aBotCoord) / dot(normalize(normalWidth * endBotJoin), normalize(normalWidth.yx * vec2(-startBotJoin.y, startBotJoin.x)));\\n\\tfloat abClipping = distToLine(aCoord, bCoord, bTopCoord) / dot(normalize(normalWidth * startBotJoin), normalize(normalWidth.yx * vec2(-endBotJoin.y, endBotJoin.x)));\\n\\n\\t//prevent close to reverse direction switch\\n\\tbool prevReverse = dot(currTangent, prevTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, prevNormal)) * min(length(prevDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\tbool nextReverse = dot(currTangent, nextTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, nextNormal)) * min(length(nextDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\n\\tif (prevReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * startJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / startMiterRatio, 1.);\\n\\t\\taBotCoord = aCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\taTopCoord = aCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!nextReverse && baClipping > 0. && baClipping < length(normalWidth * endBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\tbTopCoord -= normalWidth * endTopJoin;\\n\\t\\tbTopCoord += normalize(endTopJoin * normalWidth) * baClipping;\\n\\t}\\n\\n\\tif (nextReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * endJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / endMiterRatio, 1.);\\n\\t\\tbBotCoord = bCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\tbTopCoord = bCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!prevReverse && abClipping > 0. && abClipping < length(normalWidth * startBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\taBotCoord -= normalWidth * startBotJoin;\\n\\t\\taBotCoord += normalize(startBotJoin * normalWidth) * abClipping;\\n\\t}\\n\\n\\tvec2 aTopPosition = (aTopCoord) * adjustedScale + translate;\\n\\tvec2 aBotPosition = (aBotCoord) * adjustedScale + translate;\\n\\n\\tvec2 bTopPosition = (bTopCoord) * adjustedScale + translate;\\n\\tvec2 bBotPosition = (bBotCoord) * adjustedScale + translate;\\n\\n\\t//position is normalized 0..1 coord on the screen\\n\\tvec2 position = (aTopPosition * lineTop + aBotPosition * lineBot) * lineStart + (bTopPosition * lineTop + bBotPosition * lineBot) * lineEnd;\\n\\n\\tstartCoord = aCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\tendCoord = bCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\n\\tgl_Position = vec4(position  * 2.0 - 1.0, depth, 1);\\n\\n\\tenableStartMiter = step(dot(currTangent, prevTangent), .5);\\n\\tenableEndMiter = step(dot(currTangent, nextTangent), .5);\\n\\n\\t//bevel miter cutoffs\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n\\n\\t//round miter cutoffs\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * abs(dot(startJoinDirection, currNormal)) * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * abs(dot(endJoinDirection, currNormal)) * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D dashPattern;\\nuniform float dashSize, pixelRatio, thickness, opacity, id, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nvoid main() {\\n\\tfloat alpha = 1., distToStart, distToEnd;\\n\\tfloat cutoff = thickness * .5;\\n\\n\\t//bevel miter\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToStart + 1., 0.), 1.);\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToEnd + 1., 0.), 1.);\\n\\t\\t}\\n\\t}\\n\\n\\t// round miter\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - startCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - endCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashSize) * .5 + .25;\\n\\tfloat dash = texture2D(dashPattern, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1},bColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:4,divisor:1},prevCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:0,divisor:1},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},nextCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:24,divisor:1}}},n))}catch(t){e=a}return{fill:t({primitive:\"triangle\",elements:function(t,e){return e.triangles},offset:0,vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position, positionFract;\\n\\nuniform vec4 color;\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float pixelRatio, id;\\nuniform vec4 viewport;\\nuniform float opacity;\\n\\nvarying vec4 fragColor;\\n\\nconst float MAX_LINES = 256.;\\n\\nvoid main() {\\n\\tfloat depth = (MAX_LINES - 4. - id) / (MAX_LINES);\\n\\n\\tvec2 position = position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n\\tfragColor.a *= opacity;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n\\tgl_FragColor = fragColor;\\n}\\n\"]),uniforms:{scale:t.prop(\"scale\"),color:t.prop(\"fill\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]}},attributes:{position:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8},positionFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8}},blend:n.blend,depth:{enable:!1},scissor:n.scissor,stencil:n.stencil,viewport:n.viewport}),rect:a,miter:e}},v.defaults={dashes:null,join:\"miter\",miterLimit:1,thickness:10,cap:\"square\",color:\"black\",opacity:1,overlay:!1,viewport:null,range:null,close:!1,fill:null},v.prototype.render=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];e.length&&(t=this).update.apply(t,e),this.draw()},v.prototype.draw=function(){for(var t=this,e=[],r=arguments.length;r--;)e[r]=arguments[r];return(e.length?e:this.passes).forEach(function(e,r){var n;if(e&&Array.isArray(e))return(n=t).draw.apply(n,e);\"number\"==typeof e&&(e=t.passes[e]),e&&e.count>1&&e.opacity&&(t.regl._refresh(),e.fill&&e.triangles&&e.triangles.length>2&&t.shaders.fill(e),e.thickness&&(e.scale[0]*e.viewport.width>v.precisionThreshold||e.scale[1]*e.viewport.height>v.precisionThreshold?t.shaders.rect(e):\"rect\"===e.join||!e.join&&(e.thickness<=2||e.count>=v.maxPoints)?t.shaders.rect(e):t.shaders.miter(e)))}),this},v.prototype.update=function(t){var e=this;if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var r=this.regl,o=this.gl;if(t.forEach(function(t,h){var d=e.passes[h];if(void 0!==t)if(null!==t){if(\"number\"==typeof t[0]&&(t={positions:t}),t=s(t,{positions:\"positions points data coords\",thickness:\"thickness lineWidth lineWidths line-width linewidth width stroke-width strokewidth 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r}(t,e)||function(){throw new TypeError(\"Invalid attempt to destructure non-iterable instance\")}()}function a(t){return function(t){if(Array.isArray(t)){for(var e=0,r=new Array(t.length);e<t.length;e++)r[e]=t[e];return r}}(t)||function(t){if(Symbol.iterator in Object(t)||\"[object Arguments]\"===Object.prototype.toString.call(t))return Array.from(t)}(t)||function(){throw new TypeError(\"Invalid attempt to spread non-iterable instance\")}()}var i=t(\"color-normalize\"),o=t(\"array-bounds\"),s=t(\"color-id\"),l=t(\"point-cluster\"),c=t(\"object-assign\"),u=t(\"glslify\"),h=t(\"pick-by-alias\"),f=t(\"update-diff\"),p=t(\"flatten-vertex-data\"),d=t(\"is-iexplorer\"),g=t(\"to-float32\"),v=t(\"parse-rect\"),m=y;function y(t,e){var r=this;if(!(this instanceof y))return new y(t,e);\"function\"==typeof t?(e||(e={}),e.regl=t):(e=t,t=null),e&&e.length&&(e.positions=e);var n,a=(t=e.regl)._gl,i=[];this.tooManyColors=d,n=t.texture({data:new 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borderColorAmt = smoothstep(fragBorderColorLevel - delta, fragBorderColorLevel + delta, dist);\\n    float colorAmt = smoothstep(fragColorLevel - delta, fragColorLevel + delta, dist);\\n\\n    vec4 color = fragBorderColor;\\n    color.a *= borderColorAmt;\\n    color = mix(color, fragColor, colorAmt);\\n    color.a *= opacity;\\n\\n    gl_FragColor = color;\\n  }\\n\\n}\\n\"]),s.vert=u([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract, paletteSize;\\nuniform float pixelRatio;\\nuniform sampler2D palette;\\n\\nconst float maxSize = 100.;\\nconst float borderLevel = .5;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragPointSize, fragBorderRadius, fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(palette,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = 2. * size * pixelRatio;\\n  fragPointSize = size * pixelRatio;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0, 1);\\n\\n  fragColor = color;\\n  fragBorderColor = borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n\\n  fragBorderColorLevel = clamp(borderLevel - borderLevel * borderSize / size, 0., 1.);\\n  fragColorLevel = clamp(borderLevel + (1. - borderLevel) * borderSize / size, 0., 1.);\\n}\"]),this.drawMarker=t(s);var l=c({},o);l.frag=u([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor, fragBorderColor;\\n\\nuniform float opacity;\\nvarying float fragBorderRadius, fragWidth;\\n\\nfloat smoothStep(float edge0, float edge1, float x) {\\n\\tfloat t;\\n\\tt = clamp((x - edge0) / (edge1 - edge0), 0.0, 1.0);\\n\\treturn t * t * (3.0 - 2.0 * t);\\n}\\n\\nvoid main() {\\n\\tfloat radius, alpha = 1.0, delta = fragWidth;\\n\\n\\tradius = length(2.0 * gl_PointCoord.xy - 1.0);\\n\\n\\tif (radius > 1.0 + delta) {\\n\\t\\tdiscard;\\n\\t}\\n\\n\\talpha -= smoothstep(1.0 - delta, 1.0 + delta, radius);\\n\\n\\tfloat borderRadius = fragBorderRadius;\\n\\tfloat ratio = smoothstep(borderRadius - delta, borderRadius + delta, radius);\\n\\tvec4 color = mix(fragColor, fragBorderColor, ratio);\\n\\tcolor.a *= alpha * opacity;\\n\\tgl_FragColor = color;\\n}\\n\"]),l.vert=u([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float pixelRatio;\\nuniform sampler2D palette;\\nuniform vec2 paletteSize;\\n\\nconst float maxSize = 100.;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(palette,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = (size + borderSize) * pixelRatio;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0, 1);\\n\\n  fragBorderRadius = 1. - 2. * borderSize / (size + borderSize);\\n  fragColor = color;\\n  fragBorderColor = borderColor.a == 0. || borderSize == 0. ? vec4(color.rgb, 0.) : borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n}\\n\"]),d&&(l.frag=l.frag.replace(\"smoothstep\",\"smoothStep\"),s.frag=s.frag.replace(\"smoothstep\",\"smoothStep\")),this.drawCircle=t(l)}y.defaults={color:\"black\",borderColor:\"transparent\",borderSize:0,size:12,opacity:1,marker:void 0,viewport:null,range:null,pixelSize:null,count:0,offset:0,bounds:null,positions:[],snap:1e4},y.prototype.render=function(){return arguments.length&&this.update.apply(this,arguments),this.draw(),this},y.prototype.draw=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];var a=this.groups;if(1===r.length&&Array.isArray(r[0])&&(null===r[0][0]||Array.isArray(r[0][0]))&&(r=r[0]),this.regl._refresh(),r.length)for(var i=0;i<r.length;i++)this.drawItem(i,r[i]);else a.forEach(function(e,r){t.drawItem(r)});return this},y.prototype.drawItem=function(t,e){var r=this.groups,n=r[t];if(\"number\"==typeof e&&(t=e,n=r[e],e=null),n&&n.count&&n.opacity){n.activation[0]&&this.drawCircle(this.getMarkerDrawOptions(0,n,e));for(var i=[],o=1;o<n.activation.length;o++)n.activation[o]&&(!0===n.activation[o]||n.activation[o].data.length)&&i.push.apply(i,a(this.getMarkerDrawOptions(o,n,e)));i.length&&this.drawMarker(i)}},y.prototype.getMarkerDrawOptions=function(t,e,r){var a=e.range,i=e.tree,o=e.viewport,s=e.activation,l=e.selectionBuffer,u=e.count;this.regl;if(!i)return r?[c({},e,{markerTexture:this.markerTextures[t],activation:s[t],count:r.length,elements:r,offset:0})]:[c({},e,{markerTexture:this.markerTextures[t],activation:s[t],offset:0})];var h=[],f=i.range(a,{lod:!0,px:[(a[2]-a[0])/o.width,(a[3]-a[1])/o.height]});if(r){for(var p=s[t].data,d=new Uint8Array(u),g=0;g<r.length;g++){var v=r[g];d[v]=p?p[v]:1}l.subdata(d)}for(var m=f.length;m--;){var y=n(f[m],2),x=y[0],b=y[1];h.push(c({},e,{markerTexture:this.markerTextures[t],activation:r?l:s[t],offset:x,count:b-x}))}return h},y.prototype.update=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];if(r.length){1===r.length&&Array.isArray(r[0])&&(r=r[0]);var a=this.groups,i=this.gl,s=this.regl,u=this.maxSize,d=this.maxColors,m=this.palette;this.groups=a=r.map(function(e,r){var n=a[r];if(void 0===e)return n;null===e?e={positions:null}:\"function\"==typeof e?e={ondraw:e}:\"number\"==typeof e[0]&&(e={positions:e}),null===(e=h(e,{positions:\"positions data 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t.x.length?e.xAttr={buffer:s.buffer(t.x),offset:0,stride:4,count:t.x.length}:e.xAttr={buffer:t.x.buffer,offset:4*t.x.offset||0,stride:4*(t.x.stride||1),count:t.x.count},t.y.length?e.yAttr={buffer:s.buffer(t.y),offset:0,stride:4,count:t.y.length}:e.yAttr={buffer:t.y.buffer,offset:4*t.y.offset||0,stride:4*(t.y.stride||1),count:t.y.count},e.count=Math.max(e.xAttr.count,e.yAttr.count),t;t=p(t,\"float64\");var u=e.count=Math.floor(t.length/2),h=e.bounds=u?o(t,2):null;if(r.range||e.range||(delete e.range,r.range=h),r.marker||e.marker||(delete e.marker,r.marker=null),n&&(!0===n||u>n)?e.tree=l(t,{bounds:h}):n&&n.length&&(e.tree=n),e.tree){var f={primitive:\"points\",usage:\"static\",data:e.tree,type:\"uint32\"};e.elements?e.elements(f):e.elements=s.elements(f)}return a({data:g.float(t),usage:\"dynamic\"}),i({data:g.fract(t),usage:\"dynamic\"}),c({data:new Uint8Array(u),type:\"uint8\",usage:\"stream\"}),t}},{marker:function(e,r,n){var a=r.activation;if(a.forEach(function(t){return 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this.groups.forEach(function(t){t.sizeBuffer.destroy(),t.positionBuffer.destroy(),t.positionFractBuffer.destroy(),t.colorBuffer.destroy(),t.activation.forEach(function(t){return t&&t.destroy&&t.destroy()}),t.selectionBuffer.destroy(),t.elements&&t.elements.destroy()}),this.groups.length=0,this.paletteTexture.destroy(),this.markerTextures.forEach(function(t){return t&&t.destroy&&t.destroy()}),this};var x=t(\"object-assign\");e.exports=function(t,e){var r=new m(t,e),n=r.render.bind(r);return x(n,{render:n,update:r.update.bind(r),draw:r.draw.bind(r),destroy:r.destroy.bind(r),regl:r.regl,gl:r.gl,canvas:r.gl.canvas,groups:r.groups,markers:r.markerCache,palette:r.palette}),n}},{\"array-bounds\":68,\"color-id\":120,\"color-normalize\":122,\"flatten-vertex-data\":230,glslify:411,\"is-iexplorer\":421,\"object-assign\":456,\"parse-rect\":461,\"pick-by-alias\":467,\"point-cluster\":471,\"to-float32\":537,\"update-diff\":548}],500:[function(t,e,r){\"use strict\";var n=t(\"regl-scatter2d\"),a=t(\"pick-by-alias\"),i=t(\"array-bounds\"),o=t(\"raf\"),s=t(\"array-range\"),l=t(\"parse-rect\"),c=t(\"flatten-vertex-data\");function u(t,e){if(!(this instanceof u))return new u(t,e);this.traces=[],this.passes={},this.regl=t,this.scatter=n(t),this.canvas=this.scatter.canvas}function h(t,e,r){return(null!=t.id?t.id:t)<<16|(255&e)<<8|255&r}function f(t,e,r){var n,a,i,o,s=t[e],l=t[r];return s.length>2?(s[0],s[2],n=s[1],a=s[3]):s.length?(n=s[0],a=s[1]):(s.x,n=s.y,s.x+s.width,a=s.y+s.height),l.length>2?(i=l[0],o=l[2],l[1],l[3]):l.length?(i=l[0],o=l[1]):(i=l.x,l.y,o=l.x+l.width,l.y+l.height),[i,n,o,a]}function p(t){if(\"number\"==typeof t)return[t,t,t,t];if(2===t.length)return[t[0],t[1],t[0],t[1]];var e=l(t);return[e.x,e.y,e.x+e.width,e.y+e.height]}e.exports=u,u.prototype.render=function(){for(var t,e=this,r=[],n=arguments.length;n--;)r[n]=arguments[n];return 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f=Math.abs(s),p=Math.abs(l),d=Math.abs(h),g=Math.max(f,p,d);f===g?(s=s<0?-1:1,l=h=0):d===g?(h=h<0?-1:1,s=l=0):(l=l<0?-1:1,s=h=0)}else{var v=c(s,l,h);s/=v,l/=v,h/=v}var m,y,x=e[o],b=e[o+4],_=e[o+8],w=x*s+b*l+_*h,k=c(x-=s*w,b-=l*w,_-=h*w),T=l*(_/=k)-h*(b/=k),M=h*(x/=k)-s*_,A=s*b-l*x,S=c(T,M,A);if(T/=S,M/=S,A/=S,this.center.jump(t,H,G,Y),this.radius.idle(t),this.up.jump(t,s,l,h),this.right.jump(t,x,b,_),2===i){var E=e[1],L=e[5],C=e[9],P=E*x+L*b+C*_,O=E*T+L*M+C*A;m=R<0?-Math.PI/2:Math.PI/2,y=Math.atan2(O,P)}else{var z=e[2],I=e[6],D=e[10],R=z*s+I*l+D*h,F=z*x+I*b+D*_,B=z*T+I*M+D*A;m=Math.asin(u(R)),y=Math.atan2(B,F)}this.angle.jump(t,y,m),this.recalcMatrix(t);var N=e[2],j=e[6],V=e[10],U=this.computedMatrix;a(U,e);var q=U[15],H=U[12]/q,G=U[13]/q,Y=U[14]/q,W=Math.exp(this.computedRadius[0]);this.center.jump(t,H-N*W,G-j*W,Y-V*W)},p.lastT=function(){return Math.max(this.center.lastT(),this.up.lastT(),this.right.lastT(),this.radius.lastT(),this.angle.lastT())},p.idle=function(t){this.center.idle(t),this.up.idle(t),this.right.idle(t),this.radius.idle(t),this.angle.idle(t)},p.flush=function(t){this.center.flush(t),this.up.flush(t),this.right.flush(t),this.radius.flush(t),this.angle.flush(t)},p.setDistance=function(t,e){e>0&&this.radius.set(t,Math.log(e))},p.lookAt=function(t,e,r,n){this.recalcMatrix(t),e=e||this.computedEye,r=r||this.computedCenter;var a=(n=n||this.computedUp)[0],i=n[1],o=n[2],s=c(a,i,o);if(!(s<1e-6)){a/=s,i/=s,o/=s;var l=e[0]-r[0],h=e[1]-r[1],f=e[2]-r[2],p=c(l,h,f);if(!(p<1e-6)){l/=p,h/=p,f/=p;var d=this.computedRight,g=d[0],v=d[1],m=d[2],y=a*g+i*v+o*m,x=c(g-=y*a,v-=y*i,m-=y*o);if(!(x<.01&&(x=c(g=i*f-o*h,v=o*l-a*f,m=a*h-i*l))<1e-6)){g/=x,v/=x,m/=x,this.up.set(t,a,i,o),this.right.set(t,g,v,m),this.center.set(t,r[0],r[1],r[2]),this.radius.set(t,Math.log(p));var b=i*m-o*v,_=o*g-a*m,w=a*v-i*g,k=c(b,_,w),T=a*l+i*h+o*f,M=g*l+v*h+m*f,A=(b/=k)*l+(_/=k)*h+(w/=k)*f,S=Math.asin(u(T)),E=Math.atan2(A,M),L=this.angle._state,C=L[L.length-1],P=L[L.length-2];C%=2*Math.PI;var O=Math.abs(C+2*Math.PI-E),z=Math.abs(C-E),I=Math.abs(C-2*Math.PI-E);O<z&&(C+=2*Math.PI),I<z&&(C-=2*Math.PI),this.angle.jump(this.angle.lastT(),C,P),this.angle.set(t,E,S)}}}}},{\"filtered-vector\":229,\"gl-mat4/invert\":268,\"gl-mat4/rotate\":273,\"gl-vec3/cross\":336,\"gl-vec3/dot\":341,\"gl-vec3/normalize\":358}],542:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){var a=t*e,i=n*t,o=i-(i-t),s=t-o,l=n*e,c=l-(l-e),u=e-c,h=s*u-(a-o*c-s*c-o*u);if(r)return r[0]=h,r[1]=a,r;return[h,a]};var n=+(Math.pow(2,27)+1)},{}],543:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){var n=t+e,a=n-t,i=e-a,o=t-(n-a);if(r)return r[0]=o+i,r[1]=n,r;return[o+i,n]}},{}],544:[function(t,e,r){(function(e,n){\"use strict\";var 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n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Coptic\",jdEpoch:1825029.5,daysPerMonth:[30,30,30,30,30,30,30,30,30,30,30,30,5],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Coptic\",epochs:[\"BAM\",\"AM\"],monthNames:[\"Thout\",\"Paopi\",\"Hathor\",\"Koiak\",\"Tobi\",\"Meshir\",\"Paremhat\",\"Paremoude\",\"Pashons\",\"Paoni\",\"Epip\",\"Mesori\",\"Pi Kogi Enavot\"],monthNamesShort:[\"Tho\",\"Pao\",\"Hath\",\"Koi\",\"Tob\",\"Mesh\",\"Pat\",\"Pad\",\"Pash\",\"Pao\",\"Epi\",\"Meso\",\"PiK\"],dayNames:[\"Tkyriaka\",\"Pesnau\",\"Pshoment\",\"Peftoou\",\"Ptiou\",\"Psoou\",\"Psabbaton\"],dayNamesShort:[\"Tky\",\"Pes\",\"Psh\",\"Pef\",\"Pti\",\"Pso\",\"Psa\"],dayNamesMin:[\"Tk\",\"Pes\",\"Psh\",\"Pef\",\"Pt\",\"Pso\",\"Psa\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()+(e.year()<0?1:0))%4==3||t%4==-1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear),13},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(13===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return(t=a.year())<0&&t++,a.day()+30*(a.month()-1)+365*(t-1)+Math.floor(t/4)+this.jdEpoch-1},fromJD:function(t){var e=Math.floor(t)+.5-this.jdEpoch,r=Math.floor((e-Math.floor((e+366)/1461))/365)+1;r<=0&&r--,e=Math.floor(t)+.5-this.newDate(r,1,1).toJD();var n=Math.floor(e/30)+1,a=e-30*(n-1)+1;return this.newDate(r,n,a)}}),n.calendars.coptic=i},{\"../main\":570,\"object-assign\":456}],558:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Discworld\",jdEpoch:1721425.5,daysPerMonth:[16,32,32,32,32,32,32,32,32,32,32,32,32],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Discworld\",epochs:[\"BUC\",\"UC\"],monthNames:[\"Ick\",\"Offle\",\"February\",\"March\",\"April\",\"May\",\"June\",\"Grune\",\"August\",\"Spune\",\"Sektober\",\"Ember\",\"December\"],monthNamesShort:[\"Ick\",\"Off\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Gru\",\"Aug\",\"Spu\",\"Sek\",\"Emb\",\"Dec\"],dayNames:[\"Sunday\",\"Octeday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Oct\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Oc\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:2,isRTL:!1}},leapYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),!1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),13},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),400},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/8)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]},daysInWeek:function(){return 8},dayOfWeek:function(t,e,r){return(this._validate(t,e,r,n.local.invalidDate).day()+1)%8},weekDay:function(t,e,r){var n=this.dayOfWeek(t,e,r);return n>=2&&n<=6},extraInfo:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return{century:o[Math.floor((a.year()-1)/100)+1]||\"\"}},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return t=a.year()+(a.year()<0?1:0),e=a.month(),(r=a.day())+(e>1?16:0)+(e>2?32*(e-2):0)+400*(t-1)+this.jdEpoch-1},fromJD:function(t){t=Math.floor(t+.5)-Math.floor(this.jdEpoch)-1;var e=Math.floor(t/400)+1;t-=400*(e-1),t+=t>15?16:0;var r=Math.floor(t/32)+1,n=t-32*(r-1)+1;return this.newDate(e<=0?e-1:e,r,n)}});var o={20:\"Fruitbat\",21:\"Anchovy\"};n.calendars.discworld=i},{\"../main\":570,\"object-assign\":456}],559:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Ethiopian\",jdEpoch:1724220.5,daysPerMonth:[30,30,30,30,30,30,30,30,30,30,30,30,5],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Ethiopian\",epochs:[\"BEE\",\"EE\"],monthNames:[\"Meskerem\",\"Tikemet\",\"Hidar\",\"Tahesas\",\"Tir\",\"Yekatit\",\"Megabit\",\"Miazia\",\"Genbot\",\"Sene\",\"Hamle\",\"Nehase\",\"Pagume\"],monthNamesShort:[\"Mes\",\"Tik\",\"Hid\",\"Tah\",\"Tir\",\"Yek\",\"Meg\",\"Mia\",\"Gen\",\"Sen\",\"Ham\",\"Neh\",\"Pag\"],dayNames:[\"Ehud\",\"Segno\",\"Maksegno\",\"Irob\",\"Hamus\",\"Arb\",\"Kidame\"],dayNamesShort:[\"Ehu\",\"Seg\",\"Mak\",\"Iro\",\"Ham\",\"Arb\",\"Kid\"],dayNamesMin:[\"Eh\",\"Se\",\"Ma\",\"Ir\",\"Ha\",\"Ar\",\"Ki\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()+(e.year()<0?1:0))%4==3||t%4==-1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear),13},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(13===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return(t=a.year())<0&&t++,a.day()+30*(a.month()-1)+365*(t-1)+Math.floor(t/4)+this.jdEpoch-1},fromJD:function(t){var e=Math.floor(t)+.5-this.jdEpoch,r=Math.floor((e-Math.floor((e+366)/1461))/365)+1;r<=0&&r--,e=Math.floor(t)+.5-this.newDate(r,1,1).toJD();var n=Math.floor(e/30)+1,a=e-30*(n-1)+1;return this.newDate(r,n,a)}}),n.calendars.ethiopian=i},{\"../main\":570,\"object-assign\":456}],560:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return t-e*Math.floor(t/e)}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Hebrew\",jdEpoch:347995.5,daysPerMonth:[30,29,30,29,30,29,30,29,30,29,30,29,29],hasYearZero:!1,minMonth:1,firstMonth:7,minDay:1,regionalOptions:{\"\":{name:\"Hebrew\",epochs:[\"BAM\",\"AM\"],monthNames:[\"Nisan\",\"Iyar\",\"Sivan\",\"Tammuz\",\"Av\",\"Elul\",\"Tishrei\",\"Cheshvan\",\"Kislev\",\"Tevet\",\"Shevat\",\"Adar\",\"Adar II\"],monthNamesShort:[\"Nis\",\"Iya\",\"Siv\",\"Tam\",\"Av\",\"Elu\",\"Tis\",\"Che\",\"Kis\",\"Tev\",\"She\",\"Ada\",\"Ad2\"],dayNames:[\"Yom Rishon\",\"Yom Sheni\",\"Yom Shlishi\",\"Yom Revi'i\",\"Yom Chamishi\",\"Yom Shishi\",\"Yom Shabbat\"],dayNamesShort:[\"Ris\",\"She\",\"Shl\",\"Rev\",\"Cha\",\"Shi\",\"Sha\"],dayNamesMin:[\"Ri\",\"She\",\"Shl\",\"Re\",\"Ch\",\"Shi\",\"Sha\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return this._leapYear(e.year())},_leapYear:function(t){return o(7*(t=t<0?t+1:t)+1,19)<7},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),this._leapYear(t.year?t.year():t)?13:12},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){return t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year(),this.toJD(-1===t?1:t+1,7,1)-this.toJD(t,7,1)},daysInMonth:function(t,e){return t.year&&(e=t.month(),t=t.year()),this._validate(t,e,this.minDay,n.local.invalidMonth),12===e&&this.leapYear(t)?30:8===e&&5===o(this.daysInYear(t),10)?30:9===e&&3===o(this.daysInYear(t),10)?29:this.daysPerMonth[e-1]},weekDay:function(t,e,r){return 6!==this.dayOfWeek(t,e,r)},extraInfo:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return{yearType:(this.leapYear(a)?\"embolismic\":\"common\")+\" \"+[\"deficient\",\"regular\",\"complete\"][this.daysInYear(a)%10-3]}},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=a.year(),e=a.month(),r=a.day();var i=t<=0?t+1:t,o=this.jdEpoch+this._delay1(i)+this._delay2(i)+r+1;if(e<7){for(var s=7;s<=this.monthsInYear(t);s++)o+=this.daysInMonth(t,s);for(s=1;s<e;s++)o+=this.daysInMonth(t,s)}else for(s=7;s<e;s++)o+=this.daysInMonth(t,s);return o},_delay1:function(t){var e=Math.floor((235*t-234)/19),r=12084+13753*e,n=29*e+Math.floor(r/25920);return o(3*(n+1),7)<3&&n++,n},_delay2:function(t){var e=this._delay1(t-1),r=this._delay1(t);return this._delay1(t+1)-r==356?2:r-e==382?1:0},fromJD:function(t){t=Math.floor(t)+.5;for(var e=Math.floor(98496*(t-this.jdEpoch)/35975351)-1;t>=this.toJD(-1===e?1:e+1,7,1);)e++;for(var r=t<this.toJD(e,1,1)?7:1;t>this.toJD(e,r,this.daysInMonth(e,r));)r++;var n=t-this.toJD(e,r,1)+1;return 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e=Math.floor((30*(t-this.jdEpoch)+10646)/10631);e=e<=0?e-1:e;var r=Math.min(12,Math.ceil((t-29-this.toJD(e,1,1))/29.5)+1),n=t-this.toJD(e,r,1)+1;return this.newDate(e,r,n)}}),n.calendars.islamic=i},{\"../main\":570,\"object-assign\":456}],562:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new 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n.add(4-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return t=a.year(),e=a.month(),r=a.day(),t<0&&t++,e<=2&&(t--,e+=12),Math.floor(365.25*(t+4716))+Math.floor(30.6001*(e+1))+r-1524.5},fromJD:function(t){var e=Math.floor(t+.5)+1524,r=Math.floor((e-122.1)/365.25),n=Math.floor(365.25*r),a=Math.floor((e-n)/30.6001),i=a-Math.floor(a<14?1:13),o=r-Math.floor(i>2?4716:4715),s=e-n-Math.floor(30.6001*a);return o<=0&&o--,this.newDate(o,i,s)}}),n.calendars.julian=i},{\"../main\":570,\"object-assign\":456}],563:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return 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this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),!1},formatYear:function(t){t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year();var e=Math.floor(t/400);return t%=400,t+=t<0?400:0,e+\".\"+Math.floor(t/20)+\".\"+t%20},forYear:function(t){if((t=t.split(\".\")).length<3)throw\"Invalid Mayan year\";for(var e=0,r=0;r<t.length;r++){var n=parseInt(t[r],10);if(Math.abs(n)>19||r>0&&n<0)throw\"Invalid Mayan year\";e=20*e+n}return e},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),18},weekOfYear:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),0},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),360},daysInMonth:function(t,e){return this._validate(t,e,this.minDay,n.local.invalidMonth),20},daysInWeek:function(){return 5},dayOfWeek:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate).day()},weekDay:function(t,e,r){return 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o.leapYear(e.year()+(e.year()<1?1:0)+1469)},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(1-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidMonth);(t=a.year())<0&&t++;for(var i=a.day(),s=1;s<a.month();s++)i+=this.daysPerMonth[s-1];return i+o.toJD(t+1468,3,13)},fromJD:function(t){t=Math.floor(t+.5);for(var e=Math.floor((t-(this.jdEpoch-1))/366);t>=this.toJD(e+1,1,1);)e++;for(var r=t-Math.floor(this.toJD(e,1,1)+.5)+1,n=1;r>this.daysInMonth(e,n);)r-=this.daysInMonth(e,n),n++;return this.newDate(e,n,r)}}),n.calendars.nanakshahi=i},{\"../main\":570,\"object-assign\":456}],565:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Nepali\",jdEpoch:1700709.5,daysPerMonth:[31,31,32,32,31,30,30,29,30,29,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,daysPerYear:365,regionalOptions:{\"\":{name:\"Nepali\",epochs:[\"BBS\",\"ABS\"],monthNames:[\"Baisakh\",\"Jestha\",\"Ashadh\",\"Shrawan\",\"Bhadra\",\"Ashwin\",\"Kartik\",\"Mangsir\",\"Paush\",\"Mangh\",\"Falgun\",\"Chaitra\"],monthNamesShort:[\"Bai\",\"Je\",\"As\",\"Shra\",\"Bha\",\"Ash\",\"Kar\",\"Mang\",\"Pau\",\"Ma\",\"Fal\",\"Chai\"],dayNames:[\"Aaitabaar\",\"Sombaar\",\"Manglbaar\",\"Budhabaar\",\"Bihibaar\",\"Shukrabaar\",\"Shanibaar\"],dayNamesShort:[\"Aaita\",\"Som\",\"Mangl\",\"Budha\",\"Bihi\",\"Shukra\",\"Shani\"],dayNamesMin:[\"Aai\",\"So\",\"Man\",\"Bu\",\"Bi\",\"Shu\",\"Sha\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:1,isRTL:!1}},leapYear:function(t){return this.daysInYear(t)!==this.daysPerYear},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){if(t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year(),\"undefined\"==typeof this.NEPALI_CALENDAR_DATA[t])return this.daysPerYear;for(var e=0,r=this.minMonth;r<=12;r++)e+=this.NEPALI_CALENDAR_DATA[t][r];return e},daysInMonth:function(t,e){return t.year&&(e=t.month(),t=t.year()),this._validate(t,e,this.minDay,n.local.invalidMonth),\"undefined\"==typeof this.NEPALI_CALENDAR_DATA[t]?this.daysPerMonth[e-1]:this.NEPALI_CALENDAR_DATA[t][e]},weekDay:function(t,e,r){return 6!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=a.year(),e=a.month(),r=a.day();var i=n.instance(),o=0,s=e,l=t;this._createMissingCalendarData(t);var c=t-(s>9||9===s&&r>=this.NEPALI_CALENDAR_DATA[l][0]?56:57);for(9!==e&&(o=r,s--);9!==s;)s<=0&&(s=12,l--),o+=this.NEPALI_CALENDAR_DATA[l][s],s--;return 9===e?(o+=r-this.NEPALI_CALENDAR_DATA[l][0])<0&&(o+=i.daysInYear(c)):o+=this.NEPALI_CALENDAR_DATA[l][9]-this.NEPALI_CALENDAR_DATA[l][0],i.newDate(c,1,1).add(o,\"d\").toJD()},fromJD:function(t){var e=n.instance().fromJD(t),r=e.year(),a=e.dayOfYear(),i=r+56;this._createMissingCalendarData(i);for(var o=9,s=this.NEPALI_CALENDAR_DATA[i][0],l=this.NEPALI_CALENDAR_DATA[i][o]-s+1;a>l;)++o>12&&(o=1,i++),l+=this.NEPALI_CALENDAR_DATA[i][o];var c=this.NEPALI_CALENDAR_DATA[i][o]-(l-a);return this.newDate(i,o,c)},_createMissingCalendarData:function(t){var e=this.daysPerMonth.slice(0);e.unshift(17);for(var r=t-1;r<t+2;r++)\"undefined\"==typeof this.NEPALI_CALENDAR_DATA[r]&&(this.NEPALI_CALENDAR_DATA[r]=e)},NEPALI_CALENDAR_DATA:{1970:[18,31,31,32,31,31,31,30,29,30,29,30,30],1971:[18,31,31,32,31,32,30,30,29,30,29,30,30],1972:[17,31,32,31,32,31,30,30,30,29,29,30,30],1973:[19,30,32,31,32,31,30,30,30,29,30,29,31],1974:[19,31,31,32,30,31,31,30,29,30,29,30,30],1975:[18,31,31,32,32,30,31,30,29,30,29,30,30],1976:[17,31,32,31,32,31,30,30,30,29,29,30,31],1977:[18,31,32,31,32,31,31,29,30,29,30,29,31],1978:[18,31,31,32,31,31,31,30,29,30,29,30,30],1979:[18,31,31,32,32,31,30,30,29,30,29,30,30],1980:[17,31,32,31,32,31,30,30,30,29,29,30,31],1981:[18,31,31,31,32,31,31,29,30,30,29,30,30],1982:[18,31,31,32,31,31,31,30,29,30,29,30,30],1983:[18,31,31,32,32,31,30,30,29,30,29,30,30],1984:[17,31,32,31,32,31,30,30,30,29,29,30,31],1985:[18,31,31,31,32,31,31,29,30,30,29,30,30],1986:[18,31,31,32,31,31,31,30,29,30,29,30,30],1987:[18,31,32,31,32,31,30,30,29,30,29,30,30],1988:[17,31,32,31,32,31,30,30,30,29,29,30,31],1989:[18,31,31,31,32,31,31,30,29,30,29,30,30],1990:[18,31,31,32,31,31,31,30,29,30,29,30,30],1991:[18,31,32,31,32,31,30,30,29,30,29,30,30],1992:[17,31,32,31,32,31,30,30,30,29,30,29,31],1993:[18,31,31,31,32,31,31,30,29,30,29,30,30],1994:[18,31,31,32,31,31,31,30,29,30,29,30,30],1995:[17,31,32,31,32,31,30,30,30,29,29,30,30],1996:[17,31,32,31,32,31,30,30,30,29,30,29,31],1997:[18,31,31,32,31,31,31,30,29,30,29,30,30],1998:[18,31,31,32,31,31,31,30,29,30,29,30,30],1999:[17,31,32,31,32,31,30,30,30,29,29,30,31],2000:[17,30,32,31,32,31,30,30,30,29,30,29,31],2001:[18,31,31,32,31,31,31,30,29,30,29,30,30],2002:[18,31,31,32,32,31,30,30,29,30,29,30,30],2003:[17,31,32,31,32,31,30,30,30,29,29,30,31],2004:[17,30,32,31,32,31,30,30,30,29,30,29,31],2005:[18,31,31,32,31,31,31,30,29,30,29,30,30],2006:[18,31,31,32,32,31,30,30,29,30,29,30,30],2007:[17,31,32,31,32,31,30,30,30,29,29,30,31],2008:[17,31,31,31,32,31,31,29,30,30,29,29,31],2009:[18,31,31,32,31,31,31,30,29,30,29,30,30],2010:[18,31,31,32,32,31,30,30,29,30,29,30,30],2011:[17,31,32,31,32,31,30,30,30,29,29,30,31],2012:[17,31,31,31,32,31,31,29,30,30,29,30,30],2013:[18,31,31,32,31,31,31,30,29,30,29,30,30],2014:[18,31,31,32,32,31,30,30,29,30,29,30,30],2015:[17,31,32,31,32,31,30,30,30,29,29,30,31],2016:[17,31,31,31,32,31,31,29,30,30,29,30,30],2017:[18,31,31,32,31,31,31,30,29,30,29,30,30],2018:[18,31,32,31,32,31,30,30,29,30,29,30,30],2019:[17,31,32,31,32,31,30,30,30,29,30,29,31],2020:[17,31,31,31,32,31,31,30,29,30,29,30,30],2021:[18,31,31,32,31,31,31,30,29,30,29,30,30],2022:[17,31,32,31,32,31,30,30,30,29,29,30,30],2023:[17,31,32,31,32,31,30,30,30,29,30,29,31],2024:[17,31,31,31,32,31,31,30,29,30,29,30,30],2025:[18,31,31,32,31,31,31,30,29,30,29,30,30],2026:[17,31,32,31,32,31,30,30,30,29,29,30,31],2027:[17,30,32,31,32,31,30,30,30,29,30,29,31],2028:[17,31,31,32,31,31,31,30,29,30,29,30,30],2029:[18,31,31,32,31,32,30,30,29,30,29,30,30],2030:[17,31,32,31,32,31,30,30,30,30,30,30,31],2031:[17,31,32,31,32,31,31,31,31,31,31,31,31],2032:[17,32,32,32,32,32,32,32,32,32,32,32,32],2033:[18,31,31,32,32,31,30,30,29,30,29,30,30],2034:[17,31,32,31,32,31,30,30,30,29,29,30,31],2035:[17,30,32,31,32,31,31,29,30,30,29,29,31],2036:[17,31,31,32,31,31,31,30,29,30,29,30,30],2037:[18,31,31,32,32,31,30,30,29,30,29,30,30],2038:[17,31,32,31,32,31,30,30,30,29,29,30,31],2039:[17,31,31,31,32,31,31,29,30,30,29,30,30],2040:[17,31,31,32,31,31,31,30,29,30,29,30,30],2041:[18,31,31,32,32,31,30,30,29,30,29,30,30],2042:[17,31,32,31,32,31,30,30,30,29,29,30,31],2043:[17,31,31,31,32,31,31,29,30,30,29,30,30],2044:[17,31,31,32,31,31,31,30,29,30,29,30,30],2045:[18,31,32,31,32,31,30,30,29,30,29,30,30],2046:[17,31,32,31,32,31,30,30,30,29,29,30,31],2047:[17,31,31,31,32,31,31,30,29,30,29,30,30],2048:[17,31,31,32,31,31,31,30,29,30,29,30,30],2049:[17,31,32,31,32,31,30,30,30,29,29,30,30],2050:[17,31,32,31,32,31,30,30,30,29,30,29,31],2051:[17,31,31,31,32,31,31,30,29,30,29,30,30],2052:[17,31,31,32,31,31,31,30,29,30,29,30,30],2053:[17,31,32,31,32,31,30,30,30,29,29,30,30],2054:[17,31,32,31,32,31,30,30,30,29,30,29,31],2055:[17,31,31,32,31,31,31,30,29,30,30,29,30],2056:[17,31,31,32,31,32,30,30,29,30,29,30,30],2057:[17,31,32,31,32,31,30,30,30,29,29,30,31],2058:[17,30,32,31,32,31,30,30,30,29,30,29,31],2059:[17,31,31,32,31,31,31,30,29,30,29,30,30],2060:[17,31,31,32,32,31,30,30,29,30,29,30,30],2061:[17,31,32,31,32,31,30,30,30,29,29,30,31],2062:[17,30,32,31,32,31,31,29,30,29,30,29,31],2063:[17,31,31,32,31,31,31,30,29,30,29,30,30],2064:[17,31,31,32,32,31,30,30,29,30,29,30,30],2065:[17,31,32,31,32,31,30,30,30,29,29,30,31],2066:[17,31,31,31,32,31,31,29,30,30,29,29,31],2067:[17,31,31,32,31,31,31,30,29,30,29,30,30],2068:[17,31,31,32,32,31,30,30,29,30,29,30,30],2069:[17,31,32,31,32,31,30,30,30,29,29,30,31],2070:[17,31,31,31,32,31,31,29,30,30,29,30,30],2071:[17,31,31,32,31,31,31,30,29,30,29,30,30],2072:[17,31,32,31,32,31,30,30,29,30,29,30,30],2073:[17,31,32,31,32,31,30,30,30,29,29,30,31],2074:[17,31,31,31,32,31,31,30,29,30,29,30,30],2075:[17,31,31,32,31,31,31,30,29,30,29,30,30],2076:[16,31,32,31,32,31,30,30,30,29,29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n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return t-e*Math.floor(t/e)}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Persian\",jdEpoch:1948320.5,daysPerMonth:[31,31,31,31,31,31,30,30,30,30,30,29],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Persian\",epochs:[\"BP\",\"AP\"],monthNames:[\"Farvardin\",\"Ordibehesht\",\"Khordad\",\"Tir\",\"Mordad\",\"Shahrivar\",\"Mehr\",\"Aban\",\"Azar\",\"Day\",\"Bahman\",\"Esfand\"],monthNamesShort:[\"Far\",\"Ord\",\"Kho\",\"Tir\",\"Mor\",\"Sha\",\"Meh\",\"Aba\",\"Aza\",\"Day\",\"Bah\",\"Esf\"],dayNames:[\"Yekshambe\",\"Doshambe\",\"Seshambe\",\"Ch\\xe6harshambe\",\"Panjshambe\",\"Jom'e\",\"Shambe\"],dayNamesShort:[\"Yek\",\"Do\",\"Se\",\"Ch\\xe6\",\"Panj\",\"Jom\",\"Sha\"],dayNamesMin:[\"Ye\",\"Do\",\"Se\",\"Ch\",\"Pa\",\"Jo\",\"Sh\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 682*((e.year()-(e.year()>0?474:473))%2820+474+38)%2816<682},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-(n.dayOfWeek()+1)%7,\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=a.year(),e=a.month(),r=a.day();var i=t-(t>=0?474:473),s=474+o(i,2820);return r+(e<=7?31*(e-1):30*(e-1)+6)+Math.floor((682*s-110)/2816)+365*(s-1)+1029983*Math.floor(i/2820)+this.jdEpoch-1},fromJD:function(t){var e=(t=Math.floor(t)+.5)-this.toJD(475,1,1),r=Math.floor(e/1029983),n=o(e,1029983),a=2820;if(1029982!==n){var i=Math.floor(n/366),s=o(n,366);a=Math.floor((2134*i+2816*s+2815)/1028522)+i+1}var l=a+2820*r+474;l=l<=0?l-1:l;var c=t-this.toJD(l,1,1)+1,u=c<=186?Math.ceil(c/31):Math.ceil((c-6)/30),h=t-this.toJD(l,u,1)+1;return this.newDate(l,u,h)}}),n.calendars.persian=i,n.calendars.jalali=i},{\"../main\":570,\"object-assign\":456}],567:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\"),i=n.instance();function o(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}o.prototype=new n.baseCalendar,a(o.prototype,{name:\"Taiwan\",jdEpoch:2419402.5,yearsOffset:1911,daysPerMonth:[31,28,31,30,31,30,31,31,30,31,30,31],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Taiwan\",epochs:[\"BROC\",\"ROC\"],monthNames:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],monthNamesShort:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"],dayNames:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:1,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(e.year());return i.leapYear(t)},weekOfYear:function(t,e,r){var a=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(a.year());return i.weekOfYear(t,a.month(),a.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=this._t2gYear(a.year());return i.toJD(t,a.month(),a.day())},fromJD:function(t){var e=i.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)},_g2tYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)}}),n.calendars.taiwan=o},{\"../main\":570,\"object-assign\":456}],568:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\"),i=n.instance();function o(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}o.prototype=new n.baseCalendar,a(o.prototype,{name:\"Thai\",jdEpoch:1523098.5,yearsOffset:543,daysPerMonth:[31,28,31,30,31,30,31,31,30,31,30,31],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Thai\",epochs:[\"BBE\",\"BE\"],monthNames:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],monthNamesShort:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"],dayNames:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(e.year());return i.leapYear(t)},weekOfYear:function(t,e,r){var a=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(a.year());return i.weekOfYear(t,a.month(),a.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=this._t2gYear(a.year());return i.toJD(t,a.month(),a.day())},fromJD:function(t){var e=i.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)},_g2tYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)}}),n.calendars.thai=o},{\"../main\":570,\"object-assign\":456}],569:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"UmmAlQura\",hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Umm al-Qura\",epochs:[\"BH\",\"AH\"],monthNames:[\"Al-Muharram\",\"Safar\",\"Rabi' al-awwal\",\"Rabi' Al-Thani\",\"Jumada Al-Awwal\",\"Jumada Al-Thani\",\"Rajab\",\"Sha'aban\",\"Ramadan\",\"Shawwal\",\"Dhu al-Qi'dah\",\"Dhu al-Hijjah\"],monthNamesShort:[\"Muh\",\"Saf\",\"Rab1\",\"Rab2\",\"Jum1\",\"Jum2\",\"Raj\",\"Sha'\",\"Ram\",\"Shaw\",\"DhuQ\",\"DhuH\"],dayNames:[\"Yawm al-Ahad\",\"Yawm al-Ithnain\",\"Yawm al-Thal\\u0101th\\u0101\\u2019\",\"Yawm al-Arba\\u2018\\u0101\\u2019\",\"Yawm al-Kham\\u012bs\",\"Yawm al-Jum\\u2018a\",\"Yawm al-Sabt\"],dayNamesMin:[\"Ah\",\"Ith\",\"Th\",\"Ar\",\"Kh\",\"Ju\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!0}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 355===this.daysInYear(e.year())},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){for(var e=0,r=1;r<=12;r++)e+=this.daysInMonth(t,r);return e},daysInMonth:function(t,e){for(var r=this._validate(t,e,this.minDay,n.local.invalidMonth).toJD()-24e5+.5,a=0,i=0;i<o.length;i++){if(o[i]>r)return o[a]-o[a-1];a++}return 30},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate),i=12*(a.year()-1)+a.month()-15292;return a.day()+o[i-1]-1+24e5-.5},fromJD:function(t){for(var e=t-24e5+.5,r=0,n=0;n<o.length&&!(o[n]>e);n++)r++;var a=r+15292,i=Math.floor((a-1)/12),s=i+1,l=a-12*i,c=e-o[r-1]+1;return this.newDate(s,l,c)},isValid:function(t,e,r){var a=n.baseCalendar.prototype.isValid.apply(this,arguments);return a&&(a=(t=null!=t.year?t.year:t)>=1276&&t<=1500),a},_validate:function(t,e,r,a){var i=n.baseCalendar.prototype._validate.apply(this,arguments);if(i.year<1276||i.year>1500)throw a.replace(/\\{0\\}/,this.local.name);return i}}),n.calendars.ummalqura=i;var 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n=t(\"object-assign\");function a(){this.regionalOptions=[],this.regionalOptions[\"\"]={invalidCalendar:\"Calendar {0} not found\",invalidDate:\"Invalid {0} date\",invalidMonth:\"Invalid {0} month\",invalidYear:\"Invalid {0} year\",differentCalendars:\"Cannot mix {0} and {1} dates\"},this.local=this.regionalOptions[\"\"],this.calendars={},this._localCals={}}function i(t,e,r,n){if(this._calendar=t,this._year=e,this._month=r,this._day=n,0===this._calendar._validateLevel&&!this._calendar.isValid(this._year,this._month,this._day))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name)}function o(t,e){return\"000000\".substring(0,e-(t=\"\"+t).length)+t}function s(){this.shortYearCutoff=\"+10\"}function l(t){this.local=this.regionalOptions[t]||this.regionalOptions[\"\"]}n(a.prototype,{instance:function(t,e){t=(t||\"gregorian\").toLowerCase(),e=e||\"\";var r=this._localCals[t+\"-\"+e];if(!r&&this.calendars[t]&&(r=new this.calendars[t](e),this._localCals[t+\"-\"+e]=r),!r)throw(this.local.invalidCalendar||this.regionalOptions[\"\"].invalidCalendar).replace(/\\{0\\}/,t);return r},newDate:function(t,e,r,n,a){return(n=(null!=t&&t.year?t.calendar():\"string\"==typeof n?this.instance(n,a):n)||this.instance()).newDate(t,e,r)},substituteDigits:function(t){return function(e){return(e+\"\").replace(/[0-9]/g,function(e){return t[e]})}},substituteChineseDigits:function(t,e){return function(r){for(var n=\"\",a=0;r>0;){var i=r%10;n=(0===i?\"\":t[i]+e[a])+n,a++,r=Math.floor(r/10)}return 0===n.indexOf(t[1]+e[1])&&(n=n.substr(1)),n||t[0]}}}),n(i.prototype,{newDate:function(t,e,r){return this._calendar.newDate(null==t?this:t,e,r)},year:function(t){return 0===arguments.length?this._year:this.set(t,\"y\")},month:function(t){return 0===arguments.length?this._month:this.set(t,\"m\")},day:function(t){return 0===arguments.length?this._day:this.set(t,\"d\")},date:function(t,e,r){if(!this._calendar.isValid(t,e,r))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name);return this._year=t,this._month=e,this._day=r,this},leapYear:function(){return this._calendar.leapYear(this)},epoch:function(){return this._calendar.epoch(this)},formatYear:function(){return this._calendar.formatYear(this)},monthOfYear:function(){return this._calendar.monthOfYear(this)},weekOfYear:function(){return this._calendar.weekOfYear(this)},daysInYear:function(){return this._calendar.daysInYear(this)},dayOfYear:function(){return this._calendar.dayOfYear(this)},daysInMonth:function(){return this._calendar.daysInMonth(this)},dayOfWeek:function(){return this._calendar.dayOfWeek(this)},weekDay:function(){return this._calendar.weekDay(this)},extraInfo:function(){return this._calendar.extraInfo(this)},add:function(t,e){return this._calendar.add(this,t,e)},set:function(t,e){return this._calendar.set(this,t,e)},compareTo:function(t){if(this._calendar.name!==t._calendar.name)throw(c.local.differentCalendars||c.regionalOptions[\"\"].differentCalendars).replace(/\\{0\\}/,this._calendar.local.name).replace(/\\{1\\}/,t._calendar.local.name);var e=this._year!==t._year?this._year-t._year:this._month!==t._month?this.monthOfYear()-t.monthOfYear():this._day-t._day;return 0===e?0:e<0?-1:1},calendar:function(){return this._calendar},toJD:function(){return this._calendar.toJD(this)},fromJD:function(t){return this._calendar.fromJD(t)},toJSDate:function(){return this._calendar.toJSDate(this)},fromJSDate:function(t){return this._calendar.fromJSDate(t)},toString:function(){return(this.year()<0?\"-\":\"\")+o(Math.abs(this.year()),4)+\"-\"+o(this.month(),2)+\"-\"+o(this.day(),2)}}),n(s.prototype,{_validateLevel:0,newDate:function(t,e,r){return null==t?this.today():(t.year&&(this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),r=t.day(),e=t.month(),t=t.year()),new i(this,t,e,r))},today:function(){return this.fromJSDate(new Date)},epoch:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear).year()<0?this.local.epochs[0]:this.local.epochs[1]},formatYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return(e.year()<0?\"-\":\"\")+o(Math.abs(e.year()),4)},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear),12},monthOfYear:function(t,e){var r=this._validate(t,e,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth);return(r.month()+this.monthsInYear(r)-this.firstMonth)%this.monthsInYear(r)+this.minMonth},fromMonthOfYear:function(t,e){var r=(e+this.firstMonth-2*this.minMonth)%this.monthsInYear(t)+this.minMonth;return this._validate(t,r,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth),r},daysInYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return this.leapYear(e)?366:365},dayOfYear:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return n.toJD()-this.newDate(n.year(),this.fromMonthOfYear(n.year(),this.minMonth),this.minDay).toJD()+1},daysInWeek:function(){return 7},dayOfWeek:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return(Math.floor(this.toJD(n))+2)%this.daysInWeek()},extraInfo:function(t,e,r){return this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),{}},add:function(t,e,r){return this._validate(t,this.minMonth,this.minDay,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),this._correctAdd(t,this._add(t,e,r),e,r)},_add:function(t,e,r){if(this._validateLevel++,\"d\"===r||\"w\"===r){var n=t.toJD()+e*(\"w\"===r?this.daysInWeek():1),a=t.calendar().fromJD(n);return this._validateLevel--,[a.year(),a.month(),a.day()]}try{var i=t.year()+(\"y\"===r?e:0),o=t.monthOfYear()+(\"m\"===r?e:0);a=t.day();\"y\"===r?(t.month()!==this.fromMonthOfYear(i,o)&&(o=this.newDate(i,t.month(),this.minDay).monthOfYear()),o=Math.min(o,this.monthsInYear(i)),a=Math.min(a,this.daysInMonth(i,this.fromMonthOfYear(i,o)))):\"m\"===r&&(!function(t){for(;o<t.minMonth;)i--,o+=t.monthsInYear(i);for(var e=t.monthsInYear(i);o>e-1+t.minMonth;)i++,o-=e,e=t.monthsInYear(i)}(this),a=Math.min(a,this.daysInMonth(i,this.fromMonthOfYear(i,o))));var s=[i,this.fromMonthOfYear(i,o),a];return this._validateLevel--,s}catch(t){throw 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n=z.select(\".annotation-text-math-group\"),u=!n.empty(),d=c.bBox((u?n:U).node()),m=d.width,y=d.height,w=e.width||m,O=e.height||y,D=Math.round(w+2*R),j=Math.round(O+2*R);function V(t,e){return\"auto\"===e&&(e=t<1/3?\"left\":t>2/3?\"right\":\"center\"),{center:0,middle:0,left:.5,bottom:-.5,right:-.5,top:.5}[e]}for(var H=!1,G=[\"x\",\"y\"],Y=0;Y<G.length;Y++){var W,X,Z,J,K,Q=G[Y],$=e[Q+\"ref\"]||Q,tt=e[\"a\"+Q+\"ref\"],et={x:s,y:v}[Q],rt=(E+(\"x\"===Q?0:-90))*Math.PI/180,nt=D*Math.cos(rt),at=j*Math.sin(rt),it=Math.abs(nt)+Math.abs(at),ot=e[Q+\"anchor\"],st=e[Q+\"shift\"]*(\"x\"===Q?1:-1),lt=S[Q];if(et){var ct=et.r2fraction(e[Q]);(ct<0||ct>1)&&(tt===$?((ct=et.r2fraction(e[\"a\"+Q]))<0||ct>1)&&(H=!0):H=!0),W=et._offset+et.r2p(e[Q]),J=.5}else\"x\"===Q?(Z=e[Q],W=b.l+b.w*Z):(Z=1-e[Q],W=b.t+b.h*Z),J=e.showarrow?.5:Z;if(e.showarrow){lt.head=W;var ut=e[\"a\"+Q];K=nt*V(.5,e.xanchor)-at*V(.5,e.yanchor),tt===$?(lt.tail=et._offset+et.r2p(ut),X=K):(lt.tail=W+ut,X=K+ut),lt.text=lt.tail+K;var 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yt,xt=function(r,n){L.selectAll(\".annotation-arrow-g\").remove();var u=S.x.head,h=S.y.head,f=S.x.tail+r,d=S.y.tail+n,m=S.x.text+r,y=S.y.text+n,x=o.rotationXYMatrix(E,m,y),w=o.apply2DTransform(x),A=o.apply2DTransform2(x),P=+F.attr(\"width\"),O=+F.attr(\"height\"),I=m-.5*P,D=I+P,R=y-.5*O,B=R+O,N=[[I,R,I,B],[I,B,D,B],[D,B,D,R],[D,R,I,R]].map(A);if(!N.reduce(function(t,e){return t^!!o.segmentsIntersect(u,h,u+1e6,h+1e6,e[0],e[1],e[2],e[3])},!1)){N.forEach(function(t){var e=o.segmentsIntersect(f,d,u,h,t[0],t[1],t[2],t[3]);e&&(f=e.x,d=e.y)});var j=e.arrowwidth,V=e.arrowcolor,U=e.arrowside,q=L.append(\"g\").style({opacity:l.opacity(V)}).classed(\"annotation-arrow-g\",!0),H=q.append(\"path\").attr(\"d\",\"M\"+f+\",\"+d+\"L\"+u+\",\"+h).style(\"stroke-width\",j+\"px\").call(l.stroke,l.rgb(V));if(g(H,U,e),_.annotationPosition&&H.node().parentNode&&!i){var G=u,Y=h;if(e.standoff){var W=Math.sqrt(Math.pow(u-f,2)+Math.pow(h-d,2));G+=e.standoff*(f-u)/W,Y+=e.standoff*(d-h)/W}var X,Z,J=q.append(\"path\").classed(\"annotation-arrow\",!0).classed(\"anndrag\",!0).classed(\"cursor-move\",!0).attr({d:\"M3,3H-3V-3H3ZM0,0L\"+(f-G)+\",\"+(d-Y),transform:\"translate(\"+G+\",\"+Y+\")\"}).style(\"stroke-width\",j+6+\"px\").call(l.stroke,\"rgba(0,0,0,0)\").call(l.fill,\"rgba(0,0,0,0)\");p.init({element:J.node(),gd:t,prepFn:function(){var t=c.getTranslate(z);X=t.x,Z=t.y,s&&s.autorange&&k(s._name+\".autorange\",!0),v&&v.autorange&&k(v._name+\".autorange\",!0)},moveFn:function(t,r){var n=w(X,Z),a=n[0]+t,i=n[1]+r;z.call(c.setTranslate,a,i),T(\"x\",s?s.p2r(s.r2p(e.x)+t):e.x+t/b.w),T(\"y\",v?v.p2r(v.r2p(e.y)+r):e.y-r/b.h),e.axref===e.xref&&T(\"ax\",s.p2r(s.r2p(e.ax)+t)),e.ayref===e.yref&&T(\"ay\",v.p2r(v.r2p(e.ay)+r)),q.attr(\"transform\",\"translate(\"+t+\",\"+r+\")\"),C.attr({transform:\"rotate(\"+E+\",\"+a+\",\"+i+\")\"})},doneFn:function(){a.call(\"_guiRelayout\",t,M());var 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h=d.width;i=\"M\"+(r.x-h)+\",\"+r.yh+\"h\"+2*h+\"m-\"+h+\",0V\"+r.ys,r.noYS||(i+=\"m-\"+h+\",0h\"+2*h),!o.size()?o=e.append(\"path\").style(\"vector-effect\",\"non-scaling-stroke\").classed(\"yerror\",!0):u&&(o=o.transition().duration(s.duration).ease(s.easing)),o.attr(\"d\",i)}else o.remove();var f=e.select(\"path.xerror\");if(p.visible&&a(r.y)&&a(r.xh)&&a(r.xs)){var v=(p.copy_ystyle?d:p).width;i=\"M\"+r.xh+\",\"+(r.y-v)+\"v\"+2*v+\"m0,-\"+v+\"H\"+r.xs,r.noXS||(i+=\"m0,-\"+v+\"v\"+2*v),!f.size()?f=e.append(\"path\").style(\"vector-effect\",\"non-scaling-stroke\").classed(\"xerror\",!0):u&&(f=f.transition().duration(s.duration).ease(s.easing)),f.attr(\"d\",i)}else f.remove()}})}})}},{\"../../traces/scatter/subtypes\":1144,\"../drawing\":613,d3:165,\"fast-isnumeric\":228}],621:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../color\");e.exports=function(t){t.each(function(t){var e=t[0].trace,r=e.error_y||{},i=e.error_x||{},o=n.select(this);o.selectAll(\"path.yerror\").style(\"stroke-width\",r.thickness+\"px\").call(a.stroke,r.color),i.copy_ystyle&&(i=r),o.selectAll(\"path.xerror\").style(\"stroke-width\",i.thickness+\"px\").call(a.stroke,i.color)})}},{\"../color\":592,d3:165}],622:[function(t,e,r){\"use strict\";var n=t(\"../../plots/font_attributes\"),a=t(\"./layout_attributes\").hoverlabel,i=t(\"../../lib/extend\").extendFlat;e.exports={hoverlabel:{bgcolor:i({},a.bgcolor,{arrayOk:!0}),bordercolor:i({},a.bordercolor,{arrayOk:!0}),font:n({arrayOk:!0,editType:\"none\"}),align:i({},a.align,{arrayOk:!0}),namelength:i({},a.namelength,{arrayOk:!0}),editType:\"none\"}}},{\"../../lib/extend\":708,\"../../plots/font_attributes\":791,\"./layout_attributes\":631}],623:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../registry\");function i(t,e,r,a){a=a||n.identity,Array.isArray(t)&&(e[0][r]=a(t))}e.exports=function(t){var 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0!==r&&a(t,e,r,!0),t._hoverdata&&e&&e.target&&(i&&i.then?i.then(o):o(),e.stopImmediatePropagation&&e.stopImmediatePropagation())}},{\"../../registry\":846,\"./hover\":628}],625:[function(t,e,r){\"use strict\";e.exports={YANGLE:60,HOVERARROWSIZE:6,HOVERTEXTPAD:3,HOVERFONTSIZE:13,HOVERFONT:\"Arial, sans-serif\",HOVERMINTIME:50,HOVERID:\"-hover\"}},{}],626:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"./attributes\"),i=t(\"./hoverlabel_defaults\");e.exports=function(t,e,r,o){var s=n.extendFlat({},o.hoverlabel);e.hovertemplate&&(s.namelength=-1),i(t,e,function(r,i){return n.coerce(t,e,a,r,i)},s)}},{\"../../lib\":717,\"./attributes\":622,\"./hoverlabel_defaults\":629}],627:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");r.getSubplot=function(t){return t.subplot||t.xaxis+t.yaxis||t.geo},r.isTraceInSubplots=function(t,e){if(\"splom\"===t.type){for(var n=t.xaxes||[],a=t.yaxes||[],i=0;i<n.length;i++)for(var o=0;o<a.length;o++)if(-1!==e.indexOf(n[i]+a[o]))return!0;return!1}return-1!==e.indexOf(r.getSubplot(t))},r.flat=function(t,e){for(var r=new Array(t.length),n=0;n<t.length;n++)r[n]=e;return r},r.p2c=function(t,e){for(var r=new Array(t.length),n=0;n<t.length;n++)r[n]=t[n].p2c(e);return r},r.getDistanceFunction=function(t,e,n,a){return\"closest\"===t?a||r.quadrature(e,n):\"x\"===t?e:n},r.getClosest=function(t,e,r){if(!1!==r.index)r.index>=0&&r.index<t.length?r.distance=0:r.index=!1;else for(var n=0;n<t.length;n++){var a=e(t[n]);a<=r.distance&&(r.index=n,r.distance=a)}return r},r.inbox=function(t,e,r){return t*e<0||0===t?r:1/0},r.quadrature=function(t,e){return function(r){var n=t(r),a=e(r);return Math.sqrt(n*n+a*a)}},r.makeEventData=function(t,e,n){var a=\"index\"in t?t.index:t.pointNumber,i={data:e._input,fullData:e,curveNumber:e.index,pointNumber:a};if(e._indexToPoints){var o=e._indexToPoints[a];1===o.length?i.pointIndex=o[0]:i.pointIndices=o}else i.pointIndex=a;return 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a=t.map(function(t){return{color:t.color||h.defaultLine,x0:t.x0||t.x||0,x1:t.x1||t.x||0,y0:t.y0||t.y||0,y1:t.y1||t.y||0,xLabel:t.xLabel,yLabel:t.yLabel,zLabel:t.zLabel,text:t.text,name:t.name,idealAlign:t.idealAlign,borderColor:t.borderColor,fontFamily:t.fontFamily,fontSize:t.fontSize,fontColor:t.fontColor,nameLength:t.nameLength,textAlign:t.textAlign,trace:t.trace||{index:0,hoverinfo:\"\"},xa:{_offset:0},ya:{_offset:0},index:0,hovertemplate:t.hovertemplate||!1,eventData:t.eventData||!1,hovertemplateLabels:t.hovertemplateLabels||!1}}),i=n.select(e.container),o=e.outerContainer?n.select(e.outerContainer):i,s={hovermode:\"closest\",rotateLabels:!1,bgColor:e.bgColor||h.background,container:i,outerContainer:o},l=M(a,s,e.gd),c=0,u=0;return l.sort(function(t,e){return t.y0-e.y0}).each(function(t,r){var n=t.y0-t.by/2;t.offset=n-5<c?c-n+5:0,c=n+t.by+t.offset,r===e.anchorIndex&&(u=t.offset)}).each(function(t){t.offset-=u}),A(l,s.rotateLabels),r?l:l.node()};var T=/<extra>([\\s\\S]*)<\\/extra>/;function M(t,e,r){var a=r._fullLayout,i=e.hovermode,s=e.rotateLabels,c=e.bgColor,f=e.container,p=e.outerContainer,d=e.commonLabelOpts||{},g=e.fontFamily||v.HOVERFONT,y=e.fontSize||v.HOVERFONTSIZE,x=t[0],b=x.xa,_=x.ya,M=\"y\"===i?\"yLabel\":\"xLabel\",A=x[M],S=(String(A)||\"\").split(\" \")[0],E=p.node().getBoundingClientRect(),L=E.top,P=E.width,O=E.height,z=void 0!==A&&x.distance<=e.hoverdistance&&(\"x\"===i||\"y\"===i);if(z){var I,D,R=!0;for(I=0;I<t.length;I++)if(R&&void 0===t[I].zLabel&&(R=!1),D=t[I].hoverinfo||t[I].trace.hoverinfo){var F=Array.isArray(D)?D:D.split(\"+\");if(-1===F.indexOf(\"all\")&&-1===F.indexOf(i)){z=!1;break}}R&&(z=!1)}var B=f.selectAll(\"g.axistext\").data(z?[0]:[]);B.enter().append(\"g\").classed(\"axistext\",!0),B.exit().remove(),B.each(function(){var 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O=C.width/2+k;T<O?(T=O,s.attr(\"d\",\"M-\"+(O-w)+\",0L-\"+(O-2*w)+\",\"+P+w+\"H\"+(k+C.width/2)+\"v\"+P+(2*k+C.height)+\"H-\"+O+\"V\"+P+w+\"Z\")):T>a.width-O?(T=a.width-O,s.attr(\"d\",\"M\"+(O-w)+\",0L\"+O+\",\"+P+w+\"v\"+P+(2*k+C.height)+\"H-\"+O+\"V\"+P+w+\"H\"+(O-2*w)+\"Z\")):s.attr(\"d\",\"M0,0L\"+w+\",\"+P+w+\"H\"+(k+C.width/2)+\"v\"+P+(2*k+C.height)+\"H-\"+(k+C.width/2)+\"V\"+P+w+\"H-\"+w+\"Z\")}else{var z,I,D;\"right\"===_.side?(z=\"start\",I=1,D=\"\",T=b._offset+b._length):(z=\"end\",I=-1,D=\"-\",T=b._offset),E=_._offset+(x.y0+x.y1)/2,c.attr(\"text-anchor\",z),s.attr(\"d\",\"M0,0L\"+D+w+\",\"+w+\"V\"+(k+C.height/2)+\"h\"+D+(2*k+C.width)+\"V-\"+(k+C.height/2)+\"H\"+D+w+\"V-\"+w+\"Z\");var R,F=C.height/2,B=L-C.top-F,N=\"clip\"+a._uid+\"commonlabel\"+_._id;if(T<C.width+2*k+w){R=\"M-\"+(w+k)+\"-\"+F+\"h-\"+(C.width-k)+\"V\"+F+\"h\"+(C.width-k)+\"Z\";var j=C.width-T+k;l.positionText(c,j,B),\"end\"===z&&c.selectAll(\"tspan\").each(function(){var t=n.select(this),e=u.tester.append(\"text\").text(t.text()).call(u.font,m),r=e.node().getBoundingClientRect();Math.round(r.width)<Math.round(C.width)&&t.attr(\"x\",j-r.width),e.remove()})}else l.positionText(c,I*(k+w),B),R=null;var V=a._topclips.selectAll(\"#\"+N).data(R?[0]:[]);V.enter().append(\"clipPath\").attr(\"id\",N).append(\"path\"),V.exit().remove(),V.select(\"path\").attr(\"d\",R),u.setClipUrl(c,R?N:null,r)}e.attr(\"transform\",\"translate(\"+T+\",\"+E+\")\"),t=t.filter(function(t){return void 0!==t.zLabelVal||(t[M]||\"\").split(\" \")[0]===S})});var N=f.selectAll(\"g.hovertext\").data(t,function(t){return[t.trace.index,t.index,t.x0,t.y0,t.name,t.attr,t.xa,t.ya||\"\"].join(\",\")});return N.enter().append(\"g\").classed(\"hovertext\",!0).each(function(){var t=n.select(this);t.append(\"rect\").call(h.fill,h.addOpacity(c,.8)),t.append(\"text\").classed(\"name\",!0),t.append(\"path\").style(\"stroke-width\",\"1px\"),t.append(\"text\").classed(\"nums\",!0).call(u.font,g,y)}),N.exit().remove(),N.each(function(t){var e=n.select(this).attr(\"transform\",\"\"),f=\"\",p=\"\",d=t.bgcolor||t.color,v=h.combine(h.opacity(d)?d:h.defaultLine,c),x=h.combine(h.opacity(t.color)?t.color:h.defaultLine,c),b=t.borderColor||h.contrast(v);void 0!==t.nameOverride&&(t.name=t.nameOverride),t.name&&(t.trace._meta&&(t.name=o.templateString(t.name,t.trace._meta)),f=C(t.name,t.nameLength)),void 0!==t.zLabel?(void 0!==t.xLabel&&(p+=\"x: \"+t.xLabel+\"<br>\"),void 0!==t.yLabel&&(p+=\"y: \"+t.yLabel+\"<br>\"),\"choropleth\"!==t.trace.type&&\"choroplethmapbox\"!==t.trace.type&&(p+=(p?\"z: \":\"\")+t.zLabel)):z&&t[i+\"Label\"]===A?p=t[(\"x\"===i?\"y\":\"x\")+\"Label\"]||\"\":void 0===t.xLabel?void 0!==t.yLabel&&\"scattercarpet\"!==t.trace.type&&(p=t.yLabel):p=void 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N,j,V=I.node().getBoundingClientRect(),U=t.xa._offset+(t.x0+t.x1)/2,q=t.ya._offset+(t.y0+t.y1)/2,H=Math.abs(t.x1-t.x0),G=Math.abs(t.y1-t.y0),Y=V.width+w+k+R;if(t.ty0=L-V.top,t.bx=V.width+2*k,t.by=Math.max(V.height+2*k,F),t.anchor=\"start\",t.txwidth=V.width,t.tx2width=R,t.offset=0,s)t.pos=U,N=q+G/2+Y<=O,j=q-G/2-Y>=0,\"top\"!==t.idealAlign&&N||!j?N?(q+=G/2,t.anchor=\"start\"):t.anchor=\"middle\":(q-=G/2,t.anchor=\"end\");else if(t.pos=q,N=U+H/2+Y<=P,j=U-H/2-Y>=0,\"left\"!==t.idealAlign&&N||!j)if(N)U+=H/2,t.anchor=\"start\";else{t.anchor=\"middle\";var W=Y/2,X=U+W-P,Z=U-W;X>0&&(U-=X),Z<0&&(U+=-Z)}else U-=H/2,t.anchor=\"end\";I.attr(\"text-anchor\",t.anchor),R&&D.attr(\"text-anchor\",t.anchor),e.attr(\"transform\",\"translate(\"+U+\",\"+q+\")\"+(s?\"rotate(\"+m+\")\":\"\"))}),N}function A(t,e){t.each(function(t){var r=n.select(this);if(t.del)return r.remove();var a=r.select(\"text.nums\"),i=t.anchor,o=\"end\"===i?-1:1,s={start:1,end:-1,middle:0}[i],c=s*(w+k),h=c+s*(t.txwidth+k),f=0,p=t.offset;\"middle\"===i&&(c-=t.tx2width/2,h+=t.txwidth/2+k),e&&(p*=-_,f=t.offset*b),r.select(\"path\").attr(\"d\",\"middle\"===i?\"M-\"+(t.bx/2+t.tx2width/2)+\",\"+(p-t.by/2)+\"h\"+t.bx+\"v\"+t.by+\"h-\"+t.bx+\"Z\":\"M0,0L\"+(o*w+f)+\",\"+(w+p)+\"v\"+(t.by/2-w)+\"h\"+o*t.bx+\"v-\"+t.by+\"H\"+(o*w+f)+\"V\"+(p-w)+\"Z\");var d=c+f,g=p+t.ty0-t.by/2+k,v=t.textAlign||\"auto\";\"auto\"!==v&&(\"left\"===v&&\"start\"!==i?(a.attr(\"text-anchor\",\"start\"),d=\"middle\"===i?-t.bx/2-t.tx2width/2+k:-t.bx-k):\"right\"===v&&\"end\"!==i&&(a.attr(\"text-anchor\",\"end\"),d=\"middle\"===i?t.bx/2-t.tx2width/2-k:t.bx+k)),a.call(l.positionText,d,g),t.tx2width&&(r.select(\"text.name\").call(l.positionText,h+s*k+f,p+t.ty0-t.by/2+k),r.select(\"rect\").call(u.setRect,h+(s-1)*t.tx2width/2+f,p-t.by/2-1,t.tx2width,t.by+2))})}function S(t,e){var r=t.index,n=t.trace||{},i=t.cd[0],s=t.cd[r]||{};function l(t){return t||a(t)&&0===t}var c=Array.isArray(r)?function(t,e){var a=o.castOption(i,r,t);return l(a)?a:o.extractOption({},n,\"\",e)}:function(t,e){return o.extractOption(s,n,t,e)};function u(e,r,n){var a=c(r,n);l(a)&&(t[e]=a)}if(u(\"hoverinfo\",\"hi\",\"hoverinfo\"),u(\"bgcolor\",\"hbg\",\"hoverlabel.bgcolor\"),u(\"borderColor\",\"hbc\",\"hoverlabel.bordercolor\"),u(\"fontFamily\",\"htf\",\"hoverlabel.font.family\"),u(\"fontSize\",\"hts\",\"hoverlabel.font.size\"),u(\"fontColor\",\"htc\",\"hoverlabel.font.color\"),u(\"nameLength\",\"hnl\",\"hoverlabel.namelength\"),u(\"textAlign\",\"hta\",\"hoverlabel.align\"),t.posref=\"y\"===e||\"closest\"===e&&\"h\"===n.orientation?t.xa._offset+(t.x0+t.x1)/2:t.ya._offset+(t.y0+t.y1)/2,t.x0=o.constrain(t.x0,0,t.xa._length),t.x1=o.constrain(t.x1,0,t.xa._length),t.y0=o.constrain(t.y0,0,t.ya._length),t.y1=o.constrain(t.y1,0,t.ya._length),void 0!==t.xLabelVal&&(t.xLabel=\"xLabel\"in t?t.xLabel:p.hoverLabelText(t.xa,t.xLabelVal),t.xVal=t.xa.c2d(t.xLabelVal)),void 0!==t.yLabelVal&&(t.yLabel=\"yLabel\"in t?t.yLabel:p.hoverLabelText(t.ya,t.yLabelVal),t.yVal=t.ya.c2d(t.yLabelVal)),void 0!==t.zLabelVal&&void 0===t.zLabel&&(t.zLabel=String(t.zLabelVal)),!(isNaN(t.xerr)||\"log\"===t.xa.type&&t.xerr<=0)){var h=p.tickText(t.xa,t.xa.c2l(t.xerr),\"hover\").text;void 0!==t.xerrneg?t.xLabel+=\" +\"+h+\" / -\"+p.tickText(t.xa,t.xa.c2l(t.xerrneg),\"hover\").text:t.xLabel+=\" \\xb1 \"+h,\"x\"===e&&(t.distance+=1)}if(!(isNaN(t.yerr)||\"log\"===t.ya.type&&t.yerr<=0)){var f=p.tickText(t.ya,t.ya.c2l(t.yerr),\"hover\").text;void 0!==t.yerrneg?t.yLabel+=\" +\"+f+\" / -\"+p.tickText(t.ya,t.ya.c2l(t.yerrneg),\"hover\").text:t.yLabel+=\" \\xb1 \"+f,\"y\"===e&&(t.distance+=1)}var d=t.hoverinfo||t.trace.hoverinfo;return d&&\"all\"!==d&&(-1===(d=Array.isArray(d)?d:d.split(\"+\")).indexOf(\"x\")&&(t.xLabel=void 0),-1===d.indexOf(\"y\")&&(t.yLabel=void 0),-1===d.indexOf(\"z\")&&(t.zLabel=void 0),-1===d.indexOf(\"text\")&&(t.text=void 0),-1===d.indexOf(\"name\")&&(t.name=void 0)),t}function E(t,e,r){var n,a,o=r.container,s=r.fullLayout,l=s._size,c=r.event,f=!!e.hLinePoint,d=!!e.vLinePoint;if(o.selectAll(\".spikeline\").remove(),d||f){var g=h.combine(s.plot_bgcolor,s.paper_bgcolor);if(f){var v,m,y=e.hLinePoint;n=y&&y.xa,\"cursor\"===(a=y&&y.ya).spikesnap?(v=c.pointerX,m=c.pointerY):(v=n._offset+y.x,m=a._offset+y.y);var x,b,_=i.readability(y.color,g)<1.5?h.contrast(g):y.color,w=a.spikemode,k=a.spikethickness,T=a.spikecolor||_,M=p.getPxPosition(t,a);if(-1!==w.indexOf(\"toaxis\")||-1!==w.indexOf(\"across\")){if(-1!==w.indexOf(\"toaxis\")&&(x=M,b=v),-1!==w.indexOf(\"across\")){var A=a._counterDomainMin,S=a._counterDomainMax;\"free\"===a.anchor&&(A=Math.min(A,a.position),S=Math.max(S,a.position)),x=l.l+A*l.w,b=l.l+S*l.w}o.insert(\"line\",\":first-child\").attr({x1:x,x2:b,y1:m,y2:m,\"stroke-width\":k,stroke:T,\"stroke-dasharray\":u.dashStyle(a.spikedash,k)}).classed(\"spikeline\",!0).classed(\"crisp\",!0),o.insert(\"line\",\":first-child\").attr({x1:x,x2:b,y1:m,y2:m,\"stroke-width\":k+2,stroke:g}).classed(\"spikeline\",!0).classed(\"crisp\",!0)}-1!==w.indexOf(\"marker\")&&o.insert(\"circle\",\":first-child\").attr({cx:M+(\"right\"!==a.side?k:-k),cy:m,r:k,fill:T}).classed(\"spikeline\",!0)}if(d){var E,L,C=e.vLinePoint;n=C&&C.xa,a=C&&C.ya,\"cursor\"===n.spikesnap?(E=c.pointerX,L=c.pointerY):(E=n._offset+C.x,L=a._offset+C.y);var P,O,z=i.readability(C.color,g)<1.5?h.contrast(g):C.color,I=n.spikemode,D=n.spikethickness,R=n.spikecolor||z,F=p.getPxPosition(t,n);if(-1!==I.indexOf(\"toaxis\")||-1!==I.indexOf(\"across\")){if(-1!==I.indexOf(\"toaxis\")&&(P=F,O=L),-1!==I.indexOf(\"across\")){var B=n._counterDomainMin,N=n._counterDomainMax;\"free\"===n.anchor&&(B=Math.min(B,n.position),N=Math.max(N,n.position)),P=l.t+(1-N)*l.h,O=l.t+(1-B)*l.h}o.insert(\"line\",\":first-child\").attr({x1:E,x2:E,y1:P,y2:O,\"stroke-width\":D,stroke:R,\"stroke-dasharray\":u.dashStyle(n.spikedash,D)}).classed(\"spikeline\",!0).classed(\"crisp\",!0),o.insert(\"line\",\":first-child\").attr({x1:E,x2:E,y1:P,y2:O,\"stroke-width\":D+2,stroke:g}).classed(\"spikeline\",!0).classed(\"crisp\",!0)}-1!==I.indexOf(\"marker\")&&o.insert(\"circle\",\":first-child\").attr({cx:E,cy:F-(\"top\"!==n.side?D:-D),r:D,fill:R}).classed(\"spikeline\",!0)}}}function L(t,e){return!e||(e.vLinePoint!==t._spikepoints.vLinePoint||e.hLinePoint!==t._spikepoints.hLinePoint)}function C(t,e){return l.plainText(t||\"\",{len:e,allowedTags:[\"br\",\"sub\",\"sup\",\"b\",\"i\",\"em\"]})}},{\"../../lib\":717,\"../../lib/events\":707,\"../../lib/override_cursor\":728,\"../../lib/svg_text_utils\":741,\"../../plots/cartesian/axes\":765,\"../../registry\":846,\"../color\":592,\"../dragelement\":610,\"../drawing\":613,\"./constants\":625,\"./helpers\":627,d3:165,\"fast-isnumeric\":228,tinycolor2:536}],629:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t,e,r,a){r(\"hoverlabel.bgcolor\",(a=a||{}).bgcolor),r(\"hoverlabel.bordercolor\",a.bordercolor),r(\"hoverlabel.namelength\",a.namelength),n.coerceFont(r,\"hoverlabel.font\",a.font),r(\"hoverlabel.align\",a.align)}},{\"../../lib\":717}],630:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../lib\"),i=t(\"../dragelement\"),o=t(\"./helpers\"),s=t(\"./layout_attributes\"),l=t(\"./hover\");e.exports={moduleType:\"component\",name:\"fx\",constants:t(\"./constants\"),schema:{layout:s},attributes:t(\"./attributes\"),layoutAttributes:s,supplyLayoutGlobalDefaults:t(\"./layout_global_defaults\"),supplyDefaults:t(\"./defaults\"),supplyLayoutDefaults:t(\"./layout_defaults\"),calc:t(\"./calc\"),getDistanceFunction:o.getDistanceFunction,getClosest:o.getClosest,inbox:o.inbox,quadrature:o.quadrature,appendArrayPointValue:o.appendArrayPointValue,castHoverOption:function(t,e,r){return a.castOption(t,e,\"hoverlabel.\"+r)},castHoverinfo:function(t,e,r){return a.castOption(t,r,\"hoverinfo\",function(r){return a.coerceHoverinfo({hoverinfo:r},{_module:t._module},e)})},hover:l.hover,unhover:i.unhover,loneHover:l.loneHover,loneUnhover:function(t){var e=a.isD3Selection(t)?t:n.select(t);e.selectAll(\"g.hovertext\").remove(),e.selectAll(\".spikeline\").remove()},click:t(\"./click\")}},{\"../../lib\":717,\"../dragelement\":610,\"./attributes\":622,\"./calc\":623,\"./click\":624,\"./constants\":625,\"./defaults\":626,\"./helpers\":627,\"./hover\":628,\"./layout_attributes\":631,\"./layout_defaults\":632,\"./layout_global_defaults\":633,d3:165}],631:[function(t,e,r){\"use strict\";var 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s=l.tester(t[o]);s.subtract=t[o].subtract,e.push(s),r=Math.min(r,s.xmin),n=Math.max(n,s.xmax),a=Math.min(a,s.ymin),i=Math.max(i,s.ymax)}return{xmin:r,xmax:n,ymin:a,ymax:i,pts:[],contains:function(t,r,n,a){for(var i=!1,o=0;o<e.length;o++)e[o].contains(t,r,n,a)&&(i=!1===e[o].subtract);return i},isRect:!1,degenerate:!1}}function k(t,e,r){var n=e._fullLayout,a=r.plotinfo,i=n._lastSelectedSubplot&&n._lastSelectedSubplot===a.id,o=t.shiftKey||t.altKey;i&&o&&a.selection&&a.selection.selectionDefs&&!r.selectionDefs?(r.selectionDefs=a.selection.selectionDefs,r.mergedPolygons=a.selection.mergedPolygons):o&&a.selection||T(r),i||(C(e),n._lastSelectedSubplot=a.id)}function T(t){var e=t.plotinfo;e.selection={},e.selection.selectionDefs=t.selectionDefs=[],e.selection.mergedPolygons=t.mergedPolygons=[]}function M(t,e,r,n){var 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n=t(\"d3\"),a=t(\"../../registry\"),i=t(\"../../lib\"),o=t(\"../../components/color\"),s=t(\"../../components/drawing\"),l=t(\"../../components/fx\"),c=t(\"../plots\"),u=t(\"../cartesian/axes\"),h=t(\"../cartesian/autorange\").getAutoRange,f=t(\"../../components/dragelement\"),p=t(\"../cartesian/select\").prepSelect,d=t(\"../cartesian/select\").selectOnClick,g=t(\"./zoom\"),v=t(\"./constants\"),m=t(\"../../lib/geo_location_utils\"),y=t(\"../../lib/topojson_utils\"),x=t(\"topojson-client\").feature;function 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e=t.projection.type,r=n.geo[v.projNames[e]](),a=t._isClipped?v.lonaxisSpan[e]/2:null,i=[\"center\",\"rotate\",\"parallels\",\"clipExtent\"],o=function(t){return t?r:[]},s=0;s<i.length;s++){var l=i[s];\"function\"!=typeof r[l]&&(r[l]=o)}r.isLonLatOverEdges=function(t){if(null===r(t))return!0;if(a){var e=r.rotate();return n.geo.distance(t,[-e[0],-e[1]])>a*Math.PI/180}return!1},r.getPath=function(){return n.geo.path().projection(r)},r.getBounds=function(t){return r.getPath().bounds(t)},r.fitExtent=function(t,e){var n=t[1][0]-t[0][0],a=t[1][1]-t[0][1],i=r.clipExtent&&r.clipExtent();r.scale(150).translate([0,0]),i&&r.clipExtent(null);var o=r.getBounds(e),s=Math.min(n/(o[1][0]-o[0][0]),a/(o[1][1]-o[0][1])),l=+t[0][0]+(n-s*(o[1][0]+o[0][0]))/2,c=+t[0][1]+(a-s*(o[1][1]+o[0][1]))/2;return i&&r.clipExtent(i),r.scale(150*s).translate([l,c])},r.precision(v.precision),a&&r.clipAngle(a-v.clipPad);return 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h(t)||f(t)?e[\"show\"+t]:!c(t)||e[t].showgrid}),d=r.framework.selectAll(\".layer\").data(p,String);d.exit().each(function(t){delete i[t],delete l[t],n.select(this).remove()}),d.enter().append(\"g\").attr(\"class\",function(t){return\"layer \"+t}).each(function(t){var e=i[t]=n.select(this);\"bg\"===t?r.bgRect=e.append(\"rect\").style(\"pointer-events\",\"all\"):c(t)?l[t]=e.append(\"path\").style(\"fill\",\"none\"):\"backplot\"===t?e.append(\"g\").classed(\"choroplethlayer\",!0):\"frontplot\"===t?e.append(\"g\").classed(\"scatterlayer\",!0):h(t)?l[t]=e.append(\"path\").style(\"fill\",\"none\").style(\"stroke-miterlimit\",2):f(t)&&(l[t]=e.append(\"path\").style(\"stroke\",\"none\"))}),d.order(),d.each(function(r){var n=l[r],i=v.layerNameToAdjective[r];\"frame\"===r?n.datum(v.sphereSVG):h(r)||f(r)?n.datum(x(a,a.objects[r])):c(r)&&n.datum(function(t,e,r){var n,a,i,o=e[t],s=v.scopeDefaults[e.scope];\"lonaxis\"===t?(n=s.lonaxisRange,a=s.lataxisRange,i=function(t,e){return[t,e]}):\"lataxis\"===t&&(n=s.lataxisRange,a=s.lonaxisRange,i=function(t,e){return[e,t]});var l={type:\"linear\",range:[n[0],n[1]-1e-6],tick0:o.tick0,dtick:o.dtick};u.setConvert(l,r);var c=u.calcTicks(l);e.isScoped||\"lonaxis\"!==t||c.pop();for(var h=c.length,f=new Array(h),p=0;p<h;p++)for(var d=c[p].x,g=f[p]=[],m=a[0];m<a[1]+2.5;m+=2.5)g.push(i(d,m));return{type:\"MultiLineString\",coordinates:f}}(r,e,t)).call(o.stroke,e[r].gridcolor).call(s.dashLine,\"\",e[r].gridwidth),h(r)?n.call(o.stroke,e[i+\"color\"]).call(s.dashLine,\"\",e[i+\"width\"]):f(r)&&n.call(o.fill,e[i+\"color\"])})},_.updateDims=function(t,e){var r=this.bounds,n=(e.framewidth||0)/2,a=r[0][0]-n,i=r[0][1]-n,l=r[1][0]-a+n,c=r[1][1]-i+n;s.setRect(this.clipRect,a,i,l,c),this.bgRect.call(s.setRect,a,i,l,c).call(o.fill,e.bgcolor),this.xaxis._offset=a,this.xaxis._length=l,this.yaxis._offset=i,this.yaxis._length=c},_.updateFx=function(t,e){var r=this,i=r.graphDiv,o=r.bgRect,s=t.dragmode,c=t.clickmode;if(!r.isStatic){var u;\"select\"===s?u=function(t,e){(t.range={})[r.id]=[v([e.xmin,e.ymin]),v([e.xmax,e.ymax])]}:\"lasso\"===s&&(u=function(t,e,n){(t.lassoPoints={})[r.id]=n.filtered.map(v)});var h={element:r.bgRect.node(),gd:i,plotinfo:{id:r.id,xaxis:r.xaxis,yaxis:r.yaxis,fillRangeItems:u},xaxes:[r.xaxis],yaxes:[r.yaxis],subplot:r.id,clickFn:function(e){2===e&&t._zoomlayer.selectAll(\".select-outline\").remove()}};\"pan\"===s?(o.node().onmousedown=null,o.call(g(r,e)),o.on(\"dblclick.zoom\",function(){var t=r.viewInitial,e={};for(var n in 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t=this,e=t.graphDiv,r=e._fullLayout,a=\"clip\"+r._uid+t.id;t.clipDef=r._clips.append(\"clipPath\").attr(\"id\",a),t.clipRect=t.clipDef.append(\"rect\"),t.framework=n.select(t.container).append(\"g\").attr(\"class\",\"geo \"+t.id).call(s.setClipUrl,a,e),t.project=function(e){var r=t.projection(e);return r?[r[0]-t.xaxis._offset,r[1]-t.yaxis._offset]:[null,null]},t.xaxis={_id:\"x\",c2p:function(e){return t.project(e)[0]}},t.yaxis={_id:\"y\",c2p:function(e){return t.project(e)[1]}},t.mockAxis={type:\"linear\",showexponent:\"all\",exponentformat:\"B\"},u.setConvert(t.mockAxis,r)},_.saveViewInitial=function(t){var 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o=i.prototype,s=[\"xaxis\",\"yaxis\"];o.merge=function(t){var e,r,n,i,o,l,c,u,h,f,p;for(this.titleEnable=!1,this.backgroundColor=a(t.plot_bgcolor),f=0;f<2;++f){var d=(e=s[f]).charAt(0);for(n=(r=t[this.scene[e]._name]).title.text===this.scene.fullLayout._dfltTitle[d]?\"\":r.title.text,p=0;p<=2;p+=2)this.labelEnable[f+p]=!1,this.labels[f+p]=n,this.labelColor[f+p]=a(r.title.font.color),this.labelFont[f+p]=r.title.font.family,this.labelSize[f+p]=r.title.font.size,this.labelPad[f+p]=this.getLabelPad(e,r),this.tickEnable[f+p]=!1,this.tickColor[f+p]=a((r.tickfont||{}).color),this.tickAngle[f+p]=\"auto\"===r.tickangle?0:Math.PI*-r.tickangle/180,this.tickPad[f+p]=this.getTickPad(r),this.tickMarkLength[f+p]=0,this.tickMarkWidth[f+p]=r.tickwidth||0,this.tickMarkColor[f+p]=a(r.tickcolor),this.borderLineEnable[f+p]=!1,this.borderLineColor[f+p]=a(r.linecolor),this.borderLineWidth[f+p]=r.linewidth||0;c=this.hasSharedAxis(r),o=this.hasAxisInDfltPos(e,r)&&!c,l=this.hasAxisInAltrPos(e,r)&&!c,i=r.mirror||!1,u=c?-1!==String(i).indexOf(\"all\"):!!i,h=c?\"allticks\"===i:-1!==String(i).indexOf(\"ticks\"),o?this.labelEnable[f]=!0:l&&(this.labelEnable[f+2]=!0),o?this.tickEnable[f]=r.showticklabels:l&&(this.tickEnable[f+2]=r.showticklabels),(o||u)&&(this.borderLineEnable[f]=r.showline),(l||u)&&(this.borderLineEnable[f+2]=r.showline),(o||h)&&(this.tickMarkLength[f]=this.getTickMarkLength(r)),(l||h)&&(this.tickMarkLength[f+2]=this.getTickMarkLength(r)),this.gridLineEnable[f]=r.showgrid,this.gridLineColor[f]=a(r.gridcolor),this.gridLineWidth[f]=r.gridwidth,this.zeroLineEnable[f]=r.zeroline,this.zeroLineColor[f]=a(r.zerolinecolor),this.zeroLineWidth[f]=r.zerolinewidth}},o.hasSharedAxis=function(t){var e=this.scene,r=e.fullLayout._subplots.gl2d;return 0!==n.findSubplotsWithAxis(r,t).indexOf(e.id)},o.hasAxisInDfltPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"bottom\"===r:\"yaxis\"===t?\"left\"===r:void 0},o.hasAxisInAltrPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"top\"===r:\"yaxis\"===t?\"right\"===r:void 0},o.getLabelPad=function(t,e){var r=e.title.font.size,n=e.showticklabels;return\"xaxis\"===t?\"top\"===e.side?r*(1.5+(n?1:0))-10:r*(1.5+(n?.5:0))-10:\"yaxis\"===t?\"right\"===e.side?10+r*(1.5+(n?1:.5)):10+r*(1.5+(n?.5:0)):void 0},o.getTickPad=function(t){return\"outside\"===t.ticks?10+t.ticklen:15},o.getTickMarkLength=function(t){if(!t.ticks)return 0;var e=t.ticklen;return\"inside\"===t.ticks?-e:e},e.exports=function(t){return new i(t)}},{\"../../lib/str2rgbarray\":740,\"../cartesian/axes\":765}],803:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,a=t(\"./scene2d\"),i=t(\"../layout_attributes\"),o=t(\"../../constants/xmlns_namespaces\"),s=t(\"../cartesian/constants\"),l=t(\"../cartesian\"),c=t(\"../../components/fx/layout_attributes\"),u=t(\"../get_data\").getSubplotData;r.name=\"gl2d\",r.attr=[\"xaxis\",\"yaxis\"],r.idRoot=[\"x\",\"y\"],r.idRegex=s.idRegex,r.attrRegex=s.attrRegex,r.attributes=t(\"../cartesian/attributes\"),r.supplyLayoutDefaults=function(t,e,r){e._has(\"cartesian\")||l.supplyLayoutDefaults(t,e,r)},r.layoutAttrOverrides=n(l.layoutAttributes,\"plot\",\"from-root\"),r.baseLayoutAttrOverrides=n({plot_bgcolor:i.plot_bgcolor,hoverlabel:c.hoverlabel},\"plot\",\"nested\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl2d,i=0;i<n.length;i++){var o=n[i],s=e._plots[o],l=u(r,\"gl2d\",o),c=s._scene2d;void 0===c&&(c=new a({id:o,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio},e),s._scene2d=c),c.plot(l,t.calcdata,e,t.layout)}},r.clean=function(t,e,r,n){for(var a=n._subplots.gl2d||[],i=0;i<a.length;i++){var o=a[i],s=n._plots[o];if(s._scene2d)0===u(t,\"gl2d\",o).length&&(s._scene2d.destroy(),delete n._plots[o])}l.clean.apply(this,arguments)},r.drawFramework=function(t){t._context.staticPlot||l.drawFramework(t)},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){var a=e._plots[r[n]]._scene2d,i=a.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":i,x:0,y:0,width:\"100%\",height:\"100%\",preserveAspectRatio:\"none\"}),a.destroy()}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){e._plots[r[n]]._scene2d.updateFx(e.dragmode)}}},{\"../../components/fx/layout_attributes\":631,\"../../constants/xmlns_namespaces\":694,\"../../plot_api/edit_types\":748,\"../cartesian\":776,\"../cartesian/attributes\":763,\"../cartesian/constants\":771,\"../get_data\":800,\"../layout_attributes\":817,\"./scene2d\":804}],804:[function(t,e,r){\"use strict\";var n,a,i=t(\"../../registry\"),o=t(\"../../plots/cartesian/axes\"),s=t(\"../../components/fx\"),l=t(\"gl-plot2d\"),c=t(\"gl-spikes2d\"),u=t(\"gl-select-box\"),h=t(\"webgl-context\"),f=t(\"./convert\"),p=t(\"./camera\"),d=t(\"../../lib/show_no_webgl_msg\"),g=t(\"../cartesian/constraints\"),v=g.enforce,m=g.clean,y=t(\"../cartesian/autorange\").doAutoRange,x=[\"xaxis\",\"yaxis\"],b=t(\"../cartesian/constants\").SUBPLOT_PATTERN;function _(t,e){this.container=t.container,this.graphDiv=t.graphDiv,this.pixelRatio=t.plotGlPixelRatio||window.devicePixelRatio,this.id=t.id,this.staticPlot=!!t.staticPlot,this.scrollZoom=this.graphDiv._context._scrollZoom.cartesian,this.fullData=null,this.updateRefs(e),this.makeFramework(),this.stopped||(this.glplotOptions=f(this),this.glplotOptions.merge(e),this.glplot=l(this.glplotOptions),this.camera=p(this),this.traces={},this.spikes=c(this.glplot),this.selectBox=u(this.glplot,{innerFill:!1,outerFill:!0}),this.lastButtonState=0,this.pickResult=null,this.isMouseOver=!0,this.stopped=!1,this.redraw=this.draw.bind(this),this.redraw())}e.exports=_;var w=_.prototype;w.makeFramework=function(){if(this.staticPlot){if(!(a||(n=document.createElement(\"canvas\"),a=h({canvas:n,preserveDrawingBuffer:!1,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"Error creating static canvas/context for image server\");this.canvas=n,this.gl=a}else{var t=this.container.querySelector(\".gl-canvas-focus\"),e=h({canvas:t,preserveDrawingBuffer:!0,premultipliedAlpha:!0});if(!e)return d(this),void(this.stopped=!0);this.canvas=t,this.gl=e}var r=this.canvas;r.style.width=\"100%\",r.style.height=\"100%\",r.style.position=\"absolute\",r.style.top=\"0px\",r.style.left=\"0px\",r.style[\"pointer-events\"]=\"none\",this.updateSize(r),r.className+=\" user-select-none\";var i=this.svgContainer=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");i.style.position=\"absolute\",i.style.top=i.style.left=\"0px\",i.style.width=i.style.height=\"100%\",i.style[\"z-index\"]=20,i.style[\"pointer-events\"]=\"none\";var o=this.mouseContainer=document.createElement(\"div\");o.style.position=\"absolute\",o.style[\"pointer-events\"]=\"auto\",this.pickCanvas=this.container.querySelector(\".gl-canvas-pick\");var s=this.container;s.appendChild(i),s.appendChild(o);var l=this;o.addEventListener(\"mouseout\",function(){l.isMouseOver=!1,l.unhover()}),o.addEventListener(\"mouseover\",function(){l.isMouseOver=!0})},w.toImage=function(t){t||(t=\"png\"),this.stopped=!0,this.staticPlot&&this.container.appendChild(n),this.updateSize(this.canvas);var e=this.glplot.gl,r=e.drawingBufferWidth,a=e.drawingBufferHeight;e.clearColor(1,1,1,0),e.clear(e.COLOR_BUFFER_BIT|e.DEPTH_BUFFER_BIT),this.glplot.setDirty(),this.glplot.draw(),e.bindFramebuffer(e.FRAMEBUFFER,null);var i=new Uint8Array(r*a*4);e.readPixels(0,0,r,a,e.RGBA,e.UNSIGNED_BYTE,i);for(var o=0,s=a-1;o<s;++o,--s)for(var l=0;l<r;++l)for(var c=0;c<4;++c){var u=i[4*(r*o+l)+c];i[4*(r*o+l)+c]=i[4*(r*s+l)+c],i[4*(r*s+l)+c]=u}var h=document.createElement(\"canvas\");h.width=r,h.height=a;var f,p=h.getContext(\"2d\"),d=p.createImageData(r,a);switch(d.data.set(i),p.putImageData(d,0,0),t){case\"jpeg\":f=h.toDataURL(\"image/jpeg\");break;case\"webp\":f=h.toDataURL(\"image/webp\");break;default:f=h.toDataURL(\"image/png\")}return this.staticPlot&&this.container.removeChild(n),f},w.updateSize=function(t){t||(t=this.canvas);var e=this.pixelRatio,r=this.fullLayout,n=r.width,a=r.height,i=0|Math.ceil(e*n),o=0|Math.ceil(e*a);return t.width===i&&t.height===o||(t.width=i,t.height=o),t},w.computeTickMarks=function(){this.xaxis.setScale(),this.yaxis.setScale();for(var t=[o.calcTicks(this.xaxis),o.calcTicks(this.yaxis)],e=0;e<2;++e)for(var r=0;r<t[e].length;++r)t[e][r].text=t[e][r].text+\"\";return t},w.updateRefs=function(t){this.fullLayout=t;var e=this.id.match(b),r=\"xaxis\"+e[1],n=\"yaxis\"+e[2];this.xaxis=this.fullLayout[r],this.yaxis=this.fullLayout[n]},w.relayoutCallback=function(){var t=this.graphDiv,e=this.xaxis,r=this.yaxis,n=t.layout,a={},o=a[e._name+\".range\"]=e.range.slice(),s=a[r._name+\".range\"]=r.range.slice();a[e._name+\".autorange\"]=e.autorange,a[r._name+\".autorange\"]=r.autorange,i.call(\"_storeDirectGUIEdit\",t.layout,t._fullLayout._preGUI,a);var l=n[e._name];l.range=o,l.autorange=e.autorange;var c=n[r._name];c.range=s,c.autorange=r.autorange,a.lastInputTime=this.camera.lastInputTime,t.emit(\"plotly_relayout\",a)},w.cameraChanged=function(){var t=this.camera;this.glplot.setDataBox(this.calcDataBox());var e=this.computeTickMarks();(function(t,e){for(var r=0;r<2;++r){var n=t[r],a=e[r];if(n.length!==a.length)return!0;for(var i=0;i<n.length;++i)if(n[i].x!==a[i].x)return!0}return!1})(e,this.glplotOptions.ticks)&&(this.glplotOptions.ticks=e,this.glplotOptions.dataBox=t.dataBox,this.glplot.update(this.glplotOptions),this.handleAnnotations())},w.handleAnnotations=function(){for(var t=this.graphDiv,e=this.fullLayout.annotations,r=0;r<e.length;r++){var n=e[r];n.xref===this.xaxis._id&&n.yref===this.yaxis._id&&i.getComponentMethod(\"annotations\",\"drawOne\")(t,r)}},w.destroy=function(){if(this.glplot){var t=this.traces;t&&Object.keys(t).map(function(e){t[e].dispose(),delete t[e]}),this.glplot.dispose(),this.container.removeChild(this.svgContainer),this.container.removeChild(this.mouseContainer),this.fullData=null,this.glplot=null,this.stopped=!0,this.camera.mouseListener.enabled=!1,this.mouseContainer.removeEventListener(\"wheel\",this.camera.wheelListener),this.camera=null}},w.plot=function(t,e,r){var n=this.glplot;this.updateRefs(r),this.xaxis.clearCalc(),this.yaxis.clearCalc(),this.updateTraces(t,e),this.updateFx(r.dragmode);var a=r.width,i=r.height;this.updateSize(this.canvas);var o=this.glplotOptions;o.merge(r),o.screenBox=[0,0,a,i];var s={_fullLayout:{_axisConstraintGroups:this.graphDiv._fullLayout._axisConstraintGroups,xaxis:this.xaxis,yaxis:this.yaxis}};m(s,this.xaxis),m(s,this.yaxis);var l,c,u=r._size,h=this.xaxis.domain,f=this.yaxis.domain;for(o.viewBox=[u.l+h[0]*u.w,u.b+f[0]*u.h,a-u.r-(1-h[1])*u.w,i-u.t-(1-f[1])*u.h],this.mouseContainer.style.width=u.w*(h[1]-h[0])+\"px\",this.mouseContainer.style.height=u.h*(f[1]-f[0])+\"px\",this.mouseContainer.height=u.h*(f[1]-f[0]),this.mouseContainer.style.left=u.l+h[0]*u.w+\"px\",this.mouseContainer.style.top=u.t+(1-f[1])*u.h+\"px\",c=0;c<2;++c)(l=this[x[c]])._length=o.viewBox[c+2]-o.viewBox[c],y(this.graphDiv,l),l.setScale();v(s),o.ticks=this.computeTickMarks(),o.dataBox=this.calcDataBox(),o.merge(r),n.update(o),this.glplot.draw()},w.calcDataBox=function(){var t=this.xaxis,e=this.yaxis,r=t.range,n=e.range,a=t.r2l,i=e.r2l;return[a(r[0]),i(n[0]),a(r[1]),i(n[1])]},w.setRanges=function(t){var e=this.xaxis,r=this.yaxis,n=e.l2r,a=r.l2r;e.range=[n(t[0]),n(t[2])],r.range=[a(t[1]),a(t[3])]},w.updateTraces=function(t,e){var r,n,a,i=Object.keys(this.traces);this.fullData=t;t:for(r=0;r<i.length;r++){var o=i[r],s=this.traces[o];for(n=0;n<t.length;n++)if((a=t[n]).uid===o&&a.type===s.type)continue t;s.dispose(),delete this.traces[o]}for(r=0;r<t.length;r++){a=t[r];var l=e[r],c=this.traces[a.uid];c?c.update(a,l):(c=a._module.plot(this,a,l),this.traces[a.uid]=c)}this.glplot.objects.sort(function(t,e){return t._trace.index-e._trace.index})},w.updateFx=function(t){\"lasso\"===t||\"select\"===t?(this.pickCanvas.style[\"pointer-events\"]=\"none\",this.mouseContainer.style[\"pointer-events\"]=\"none\"):(this.pickCanvas.style[\"pointer-events\"]=\"auto\",this.mouseContainer.style[\"pointer-events\"]=\"auto\"),this.mouseContainer.style.cursor=\"pan\"===t?\"move\":\"zoom\"===t?\"crosshair\":null},w.emitPointAction=function(t,e){for(var r,n=t.trace.uid,a=t.pointIndex,i=0;i<this.fullData.length;i++)this.fullData[i].uid===n&&(r=this.fullData[i]);var o={x:t.traceCoord[0],y:t.traceCoord[1],curveNumber:r.index,pointNumber:a,data:r._input,fullData:this.fullData,xaxis:this.xaxis,yaxis:this.yaxis};s.appendArrayPointValue(o,r,a),this.graphDiv.emit(e,{points:[o]})},w.draw=function(){if(!this.stopped){requestAnimationFrame(this.redraw);var t=this.glplot,e=this.camera,r=e.mouseListener,n=1===this.lastButtonState&&0===r.buttons,a=this.fullLayout;this.lastButtonState=r.buttons,this.cameraChanged();var i,o=r.x*t.pixelRatio,l=this.canvas.height-t.pixelRatio*r.y;if(e.boxEnabled&&\"zoom\"===a.dragmode){this.selectBox.enabled=!0;for(var c=this.selectBox.selectBox=[Math.min(e.boxStart[0],e.boxEnd[0]),Math.min(e.boxStart[1],e.boxEnd[1]),Math.max(e.boxStart[0],e.boxEnd[0]),Math.max(e.boxStart[1],e.boxEnd[1])],u=0;u<2;u++)e.boxStart[u]===e.boxEnd[u]&&(c[u]=t.dataBox[u],c[u+2]=t.dataBox[u+2]);t.setDirty()}else if(!e.panning&&this.isMouseOver){this.selectBox.enabled=!1;var h=a._size,f=this.xaxis.domain,p=this.yaxis.domain,d=(i=t.pick(o/t.pixelRatio+h.l+f[0]*h.w,l/t.pixelRatio-(h.t+(1-p[1])*h.h)))&&i.object._trace.handlePick(i);if(d&&n&&this.emitPointAction(d,\"plotly_click\"),i&&\"skip\"!==i.object._trace.hoverinfo&&a.hovermode&&d&&(!this.lastPickResult||this.lastPickResult.traceUid!==d.trace.uid||this.lastPickResult.dataCoord[0]!==d.dataCoord[0]||this.lastPickResult.dataCoord[1]!==d.dataCoord[1])){var g=d;this.lastPickResult={traceUid:d.trace?d.trace.uid:null,dataCoord:d.dataCoord.slice()},this.spikes.update({center:i.dataCoord}),g.screenCoord=[((t.viewBox[2]-t.viewBox[0])*(i.dataCoord[0]-t.dataBox[0])/(t.dataBox[2]-t.dataBox[0])+t.viewBox[0])/t.pixelRatio,(this.canvas.height-(t.viewBox[3]-t.viewBox[1])*(i.dataCoord[1]-t.dataBox[1])/(t.dataBox[3]-t.dataBox[1])-t.viewBox[1])/t.pixelRatio],this.emitPointAction(d,\"plotly_hover\");var v=this.fullData[g.trace.index]||{},m=g.pointIndex,y=s.castHoverinfo(v,a,m);if(y&&\"all\"!==y){var x=y.split(\"+\");-1===x.indexOf(\"x\")&&(g.traceCoord[0]=void 0),-1===x.indexOf(\"y\")&&(g.traceCoord[1]=void 0),-1===x.indexOf(\"z\")&&(g.traceCoord[2]=void 0),-1===x.indexOf(\"text\")&&(g.textLabel=void 0),-1===x.indexOf(\"name\")&&(g.name=void 0)}s.loneHover({x:g.screenCoord[0],y:g.screenCoord[1],xLabel:this.hoverFormatter(\"xaxis\",g.traceCoord[0]),yLabel:this.hoverFormatter(\"yaxis\",g.traceCoord[1]),zLabel:g.traceCoord[2],text:g.textLabel,name:g.name,color:s.castHoverOption(v,m,\"bgcolor\")||g.color,borderColor:s.castHoverOption(v,m,\"bordercolor\"),fontFamily:s.castHoverOption(v,m,\"font.family\"),fontSize:s.castHoverOption(v,m,\"font.size\"),fontColor:s.castHoverOption(v,m,\"font.color\"),nameLength:s.castHoverOption(v,m,\"namelength\"),textAlign:s.castHoverOption(v,m,\"align\")},{container:this.svgContainer,gd:this.graphDiv})}}i||this.unhover(),t.draw()}},w.unhover=function(){this.lastPickResult&&(this.spikes.update({}),this.lastPickResult=null,this.graphDiv.emit(\"plotly_unhover\"),s.loneUnhover(this.svgContainer))},w.hoverFormatter=function(t,e){if(void 0!==e){var r=this[t];return o.tickText(r,r.c2l(e),\"hover\").text}}},{\"../../components/fx\":630,\"../../lib/show_no_webgl_msg\":738,\"../../plots/cartesian/axes\":765,\"../../registry\":846,\"../cartesian/autorange\":764,\"../cartesian/constants\":771,\"../cartesian/constraints\":772,\"./camera\":801,\"./convert\":802,\"gl-plot2d\":290,\"gl-select-box\":302,\"gl-spikes2d\":311,\"webgl-context\":555}],805:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,a=t(\"../../components/fx/layout_attributes\"),i=t(\"./scene\"),o=t(\"../get_data\").getSubplotData,s=t(\"../../lib\"),l=t(\"../../constants/xmlns_namespaces\");r.name=\"gl3d\",r.attr=\"scene\",r.idRoot=\"scene\",r.idRegex=r.attrRegex=s.counterRegex(\"scene\"),r.attributes=t(\"./layout/attributes\"),r.layoutAttributes=t(\"./layout/layout_attributes\"),r.baseLayoutAttrOverrides=n({hoverlabel:a.hoverlabel},\"plot\",\"nested\"),r.supplyLayoutDefaults=t(\"./layout/defaults\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl3d,a=0;a<n.length;a++){var s=n[a],l=o(r,\"gl3d\",s),c=e[s],u=c.camera,h=c._scene;h||(h=new i({id:s,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio,camera:u},e),c._scene=h),h.viewInitial||(h.viewInitial={up:{x:u.up.x,y:u.up.y,z:u.up.z},eye:{x:u.eye.x,y:u.eye.y,z:u.eye.z},center:{x:u.center.x,y:u.center.y,z:u.center.z}}),h.plot(l,e,t.layout)}},r.clean=function(t,e,r,n){for(var a=n._subplots.gl3d||[],i=0;i<a.length;i++){var o=a[i];!e[o]&&n[o]._scene&&(n[o]._scene.destroy(),n._infolayer&&n._infolayer.selectAll(\".annotation-\"+o).remove())}},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=e._size,a=0;a<r.length;a++){var i=e[r[a]],o=i.domain,s=i._scene,c=s.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:l.svg,\"xlink:href\":c,x:n.l+n.w*o.x[0],y:n.t+n.h*(1-o.y[1]),width:n.w*(o.x[1]-o.x[0]),height:n.h*(o.y[1]-o.y[0]),preserveAspectRatio:\"none\"}),s.destroy()}},r.cleanId=function(t){if(t.match(/^scene[0-9]*$/)){var e=t.substr(5);return\"1\"===e&&(e=\"\"),\"scene\"+e}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=0;n<r.length;n++){e[r[n]]._scene.updateFx(e.dragmode,e.hovermode)}}},{\"../../components/fx/layout_attributes\":631,\"../../constants/xmlns_namespaces\":694,\"../../lib\":717,\"../../plot_api/edit_types\":748,\"../get_data\":800,\"./layout/attributes\":806,\"./layout/defaults\":810,\"./layout/layout_attributes\":811,\"./scene\":815}],806:[function(t,e,r){\"use strict\";e.exports={scene:{valType:\"subplotid\",dflt:\"scene\",editType:\"calc+clearAxisTypes\"}}},{}],807:[function(t,e,r){\"use strict\";var n=t(\"../../../components/color\"),a=t(\"../../cartesian/layout_attributes\"),i=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../plot_api/edit_types\").overrideAll;e.exports=o({visible:a.visible,showspikes:{valType:\"boolean\",dflt:!0},spikesides:{valType:\"boolean\",dflt:!0},spikethickness:{valType:\"number\",min:0,dflt:2},spikecolor:{valType:\"color\",dflt:n.defaultLine},showbackground:{valType:\"boolean\",dflt:!1},backgroundcolor:{valType:\"color\",dflt:\"rgba(204, 204, 204, 0.5)\"},showaxeslabels:{valType:\"boolean\",dflt:!0},color:a.color,categoryorder:a.categoryorder,categoryarray:a.categoryarray,title:{text:a.title.text,font:a.title.font},type:i({},a.type,{values:[\"-\",\"linear\",\"log\",\"date\",\"category\"]}),autorange:a.autorange,rangemode:a.rangemode,range:i({},a.range,{items:[{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}},{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}}],anim:!1}),tickmode:a.tickmode,nticks:a.nticks,tick0:a.tick0,dtick:a.dtick,tickvals:a.tickvals,ticktext:a.ticktext,ticks:a.ticks,mirror:a.mirror,ticklen:a.ticklen,tickwidth:a.tickwidth,tickcolor:a.tickcolor,showticklabels:a.showticklabels,tickfont:a.tickfont,tickangle:a.tickangle,tickprefix:a.tickprefix,showtickprefix:a.showtickprefix,ticksuffix:a.ticksuffix,showticksuffix:a.showticksuffix,showexponent:a.showexponent,exponentformat:a.exponentformat,separatethousands:a.separatethousands,tickformat:a.tickformat,tickformatstops:a.tickformatstops,hoverformat:a.hoverformat,showline:a.showline,linecolor:a.linecolor,linewidth:a.linewidth,showgrid:a.showgrid,gridcolor:i({},a.gridcolor,{dflt:\"rgb(204, 204, 204)\"}),gridwidth:a.gridwidth,zeroline:a.zeroline,zerolinecolor:a.zerolinecolor,zerolinewidth:a.zerolinewidth,_deprecated:{title:a._deprecated.title,titlefont:a._deprecated.titlefont}},\"plot\",\"from-root\")},{\"../../../components/color\":592,\"../../../lib/extend\":708,\"../../../plot_api/edit_types\":748,\"../../cartesian/layout_attributes\":777}],808:[function(t,e,r){\"use strict\";var n=t(\"tinycolor2\").mix,a=t(\"../../../lib\"),i=t(\"../../../plot_api/plot_template\"),o=t(\"./axis_attributes\"),s=t(\"../../cartesian/type_defaults\"),l=t(\"../../cartesian/axis_defaults\"),c=[\"xaxis\",\"yaxis\",\"zaxis\"];e.exports=function(t,e,r){var u,h;function f(t,e){return a.coerce(u,h,o,t,e)}for(var p=0;p<c.length;p++){var d=c[p];u=t[d]||{},(h=i.newContainer(e,d))._id=d[0]+r.scene,h._name=d,s(u,h,f,r),l(u,h,f,{font:r.font,letter:d[0],data:r.data,showGrid:!0,noTickson:!0,bgColor:r.bgColor,calendar:r.calendar},r.fullLayout),f(\"gridcolor\",n(h.color,r.bgColor,13600/187).toRgbString()),f(\"title.text\",d[0]),h.setScale=a.noop,f(\"showspikes\")&&(f(\"spikesides\"),f(\"spikethickness\"),f(\"spikecolor\",h.color)),f(\"showaxeslabels\"),f(\"showbackground\")&&f(\"backgroundcolor\")}}},{\"../../../lib\":717,\"../../../plot_api/plot_template\":755,\"../../cartesian/axis_defaults\":767,\"../../cartesian/type_defaults\":788,\"./axis_attributes\":807,tinycolor2:536}],809:[function(t,e,r){\"use strict\";var n=t(\"../../../lib/str2rgbarray\"),a=t(\"../../../lib\"),i=[\"xaxis\",\"yaxis\",\"zaxis\"];function o(){this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[18,18,18],this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=[\"Open Sans\",\"Open Sans\",\"Open 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o=e[i[r]];o.visible?(this.labels[r]=t._meta?a.templateString(o.title.text,t._meta):o.title.text,\"font\"in o.title&&(o.title.font.color&&(this.labelColor[r]=n(o.title.font.color)),o.title.font.family&&(this.labelFont[r]=o.title.font.family),o.title.font.size&&(this.labelSize[r]=o.title.font.size)),\"showline\"in o&&(this.lineEnable[r]=o.showline),\"linecolor\"in o&&(this.lineColor[r]=n(o.linecolor)),\"linewidth\"in o&&(this.lineWidth[r]=o.linewidth),\"showgrid\"in o&&(this.gridEnable[r]=o.showgrid),\"gridcolor\"in o&&(this.gridColor[r]=n(o.gridcolor)),\"gridwidth\"in o&&(this.gridWidth[r]=o.gridwidth),\"log\"===o.type?this.zeroEnable[r]=!1:\"zeroline\"in o&&(this.zeroEnable[r]=o.zeroline),\"zerolinecolor\"in o&&(this.zeroLineColor[r]=n(o.zerolinecolor)),\"zerolinewidth\"in o&&(this.zeroLineWidth[r]=o.zerolinewidth),\"ticks\"in o&&o.ticks?this.lineTickEnable[r]=!0:this.lineTickEnable[r]=!1,\"ticklen\"in o&&(this.lineTickLength[r]=this._defaultLineTickLength[r]=o.ticklen),\"tickcolor\"in o&&(this.lineTickColor[r]=n(o.tickcolor)),\"tickwidth\"in o&&(this.lineTickWidth[r]=o.tickwidth),\"tickangle\"in o&&(this.tickAngle[r]=\"auto\"===o.tickangle?-3600:Math.PI*-o.tickangle/180),\"showticklabels\"in o&&(this.tickEnable[r]=o.showticklabels),\"tickfont\"in o&&(o.tickfont.color&&(this.tickColor[r]=n(o.tickfont.color)),o.tickfont.family&&(this.tickFont[r]=o.tickfont.family),o.tickfont.size&&(this.tickSize[r]=o.tickfont.size)),\"mirror\"in o?-1!==[\"ticks\",\"all\",\"allticks\"].indexOf(o.mirror)?(this.lineTickMirror[r]=!0,this.lineMirror[r]=!0):!0===o.mirror?(this.lineTickMirror[r]=!1,this.lineMirror[r]=!0):(this.lineTickMirror[r]=!1,this.lineMirror[r]=!1):this.lineMirror[r]=!1,\"showbackground\"in o&&!1!==o.showbackground?(this.backgroundEnable[r]=!0,this.backgroundColor[r]=n(o.backgroundcolor)):this.backgroundEnable[r]=!1):(this.tickEnable[r]=!1,this.labelEnable[r]=!1,this.lineEnable[r]=!1,this.lineTickEnable[r]=!1,this.gridEnable[r]=!1,this.zeroEnable[r]=!1,this.backgroundEnable[r]=!1)}},e.exports=function(t,e){var r=new o;return r.merge(t,e),r}},{\"../../../lib\":717,\"../../../lib/str2rgbarray\":740}],810:[function(t,e,r){\"use strict\";var n=t(\"../../../lib\"),a=t(\"../../../components/color\"),i=t(\"../../../registry\"),o=t(\"../../subplot_defaults\"),s=t(\"./axis_defaults\"),l=t(\"./layout_attributes\"),c=t(\"../../get_data\").getSubplotData,u=\"gl3d\";function h(t,e,r,n){for(var o=r(\"bgcolor\"),l=a.combine(o,n.paper_bgcolor),h=[\"up\",\"center\",\"eye\"],f=0;f<h.length;f++)r(\"camera.\"+h[f]+\".x\"),r(\"camera.\"+h[f]+\".y\"),r(\"camera.\"+h[f]+\".z\");r(\"camera.projection.type\");var p=!!r(\"aspectratio.x\")&&!!r(\"aspectratio.y\")&&!!r(\"aspectratio.z\"),d=r(\"aspectmode\",p?\"manual\":\"auto\");p||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},\"manual\"===d&&(e.aspectmode=\"auto\"),t.aspectmode=e.aspectmode);var g=c(n.fullData,u,n.id);s(t,e,{font:n.font,scene:n.id,data:g,bgColor:l,calendar:n.calendar,fullLayout:n.fullLayout}),i.getComponentMethod(\"annotations3d\",\"handleDefaults\")(t,e,n);var v=n.getDfltFromLayout(\"dragmode\");if(!1!==v&&!v)if(v=\"orbit\",t.camera&&t.camera.up){var m=t.camera.up.x,y=t.camera.up.y,x=t.camera.up.z;0!==x&&(m&&y&&x?x/Math.sqrt(m*m+y*y+x*x)>.999&&(v=\"turntable\"):v=\"turntable\")}else v=\"turntable\";r(\"dragmode\",v),r(\"hovermode\",n.getDfltFromLayout(\"hovermode\"))}e.exports=function(t,e,r){var a=e._basePlotModules.length>1;o(t,e,r,{type:u,attributes:l,handleDefaults:h,fullLayout:e,font:e.font,fullData:r,getDfltFromLayout:function(e){if(!a)return n.validate(t[e],l[e])?t[e]:void 0},paper_bgcolor:e.paper_bgcolor,calendar:e.calendar})}},{\"../../../components/color\":592,\"../../../lib\":717,\"../../../registry\":846,\"../../get_data\":800,\"../../subplot_defaults\":840,\"./axis_defaults\":808,\"./layout_attributes\":811}],811:[function(t,e,r){\"use strict\";var n=t(\"./axis_attributes\"),a=t(\"../../domain\").attributes,i=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../lib\").counterRegex;function s(t,e,r){return{x:{valType:\"number\",dflt:t,editType:\"camera\"},y:{valType:\"number\",dflt:e,editType:\"camera\"},z:{valType:\"number\",dflt:r,editType:\"camera\"},editType:\"camera\"}}e.exports={_arrayAttrRegexps:[o(\"scene\",\".annotations\",!0)],bgcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"plot\"},camera:{up:i(s(0,0,1),{}),center:i(s(0,0,0),{}),eye:i(s(1.25,1.25,1.25),{}),projection:{type:{valType:\"enumerated\",values:[\"perspective\",\"orthographic\"],dflt:\"perspective\",editType:\"calc\"},editType:\"calc\"},editType:\"camera\"},domain:a({name:\"scene\",editType:\"plot\"}),aspectmode:{valType:\"enumerated\",values:[\"auto\",\"cube\",\"data\",\"manual\"],dflt:\"auto\",editType:\"plot\",impliedEdits:{\"aspectratio.x\":void 0,\"aspectratio.y\":void 0,\"aspectratio.z\":void 0}},aspectratio:{x:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},y:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},z:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},editType:\"plot\",impliedEdits:{aspectmode:\"manual\"}},xaxis:n,yaxis:n,zaxis:n,dragmode:{valType:\"enumerated\",values:[\"orbit\",\"turntable\",\"zoom\",\"pan\",!1],editType:\"plot\"},hovermode:{valType:\"enumerated\",values:[\"closest\",!1],dflt:\"closest\",editType:\"modebar\"},uirevision:{valType:\"any\",editType:\"none\"},editType:\"plot\",_deprecated:{cameraposition:{valType:\"info_array\",editType:\"camera\"}}}},{\"../../../lib\":717,\"../../../lib/extend\":708,\"../../domain\":790,\"./axis_attributes\":807}],812:[function(t,e,r){\"use strict\";var n=t(\"../../../lib/str2rgbarray\"),a=[\"xaxis\",\"yaxis\",\"zaxis\"];function i(){this.enabled=[!0,!0,!0],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.drawSides=[!0,!0,!0],this.lineWidth=[1,1,1]}i.prototype.merge=function(t){for(var e=0;e<3;++e){var r=t[a[e]];r.visible?(this.enabled[e]=r.showspikes,this.colors[e]=n(r.spikecolor),this.drawSides[e]=r.spikesides,this.lineWidth[e]=r.spikethickness):(this.enabled[e]=!1,this.drawSides[e]=!1)}},e.exports=function(t){var e=new i;return e.merge(t),e}},{\"../../../lib/str2rgbarray\":740}],813:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,s=t.fullSceneLayout,l=[[],[],[]],c=0;c<3;++c){var u=s[i[c]];if(u._length=(r[c].hi-r[c].lo)*r[c].pixelsPerDataUnit/t.dataScale[c],Math.abs(u._length)===1/0||isNaN(u._length))l[c]=[];else{u._input_range=u.range.slice(),u.range[0]=r[c].lo/t.dataScale[c],u.range[1]=r[c].hi/t.dataScale[c],u._m=1/(t.dataScale[c]*r[c].pixelsPerDataUnit),u.range[0]===u.range[1]&&(u.range[0]-=1,u.range[1]+=1);var h=u.tickmode;if(\"auto\"===u.tickmode){u.tickmode=\"linear\";var f=u.nticks||a.constrain(u._length/40,4,9);n.autoTicks(u,Math.abs(u.range[1]-u.range[0])/f)}for(var p=n.calcTicks(u),d=0;d<p.length;++d)p[d].x=p[d].x*t.dataScale[c],\"date\"===u.type&&(p[d].text=p[d].text.replace(/\\<br\\>/g,\" \"));l[c]=p,u.tickmode=h}}e.ticks=l;for(var c=0;c<3;++c){o[c]=.5*(t.glplot.bounds[0][c]+t.glplot.bounds[1][c]);for(var d=0;d<2;++d)e.bounds[d][c]=t.glplot.bounds[d][c]}t.contourLevels=function(t){for(var e=new Array(3),r=0;r<3;++r){for(var n=t[r],a=new Array(n.length),i=0;i<n.length;++i)a[i]=n[i].x;e[r]=a}return e}(l)};var n=t(\"../../cartesian/axes\"),a=t(\"../../../lib\"),i=[\"xaxis\",\"yaxis\",\"zaxis\"],o=[0,0,0]},{\"../../../lib\":717,\"../../cartesian/axes\":765}],814:[function(t,e,r){\"use strict\";function n(t,e){var r,n,a=[0,0,0,0];for(r=0;r<4;++r)for(n=0;n<4;++n)a[n]+=t[4*r+n]*e[r];return a}e.exports=function(t,e){return n(t.projection,n(t.view,n(t.model,[e[0],e[1],e[2],1])))}},{}],815:[function(t,e,r){\"use strict\";var n,a,i=t(\"gl-plot3d\"),o=i.createCamera,s=i.createScene,l=t(\"webgl-context\"),c=t(\"has-passive-events\"),u=t(\"../../registry\"),h=t(\"../../lib\"),f=t(\"../../plots/cartesian/axes\"),p=t(\"../../components/fx\"),d=t(\"../../lib/str2rgbarray\"),g=t(\"../../lib/show_no_webgl_msg\"),v=t(\"./project\"),m=t(\"./layout/convert\"),y=t(\"./layout/spikes\"),x=t(\"./layout/tick_marks\");function b(t,e,r){if(t.initializeGLCamera(),!function(t,e,r,i,o){var c={canvas:i,gl:o,container:t.container,axes:t.axesOptions,spikes:t.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1,cameraObject:e,pixelRatio:r};if(t.staticMode){if(!(a||(n=document.createElement(\"canvas\"),a=l({canvas:n,preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"error creating static canvas/context for image server\");c.pixelRatio=t.pixelRatio,c.gl=a,c.canvas=n}var u=0;try{t.glplot=s(c)}catch(e){u++;try{t.glplot=s(c)}catch(t){u++}}return u<2}(t,t.camera,t.pixelRatio,e,r))return g(t);var i=t.graphDiv,o=i.layout,u=function(){var e={};return t.isCameraChanged(o)&&(e[t.id+\".camera\"]=t.getCamera()),t.isAspectChanged(o)&&(e[t.id+\".aspectratio\"]=t.glplot.getAspectratio()),e},d=function(t){if(!1!==t.fullSceneLayout.dragmode){var e=u();t.saveLayout(o),t.graphDiv.emit(\"plotly_relayout\",e)}};return t.glplot.canvas.addEventListener(\"mouseup\",function(){d(t)}),t.glplot.canvas.addEventListener(\"wheel\",function(e){if(i._context._scrollZoom.gl3d){if(t.glplot.camera._ortho){var r=e.deltaX>e.deltaY?1.1:1/1.1,n=t.glplot.getAspectratio();t.glplot.setAspectratio({x:r*n.x,y:r*n.y,z:r*n.z})}d(t)}},!!c&&{passive:!1}),t.glplot.canvas.addEventListener(\"mousemove\",function(){if(!1!==t.fullSceneLayout.dragmode&&0!==t.camera.mouseListener.buttons){var e=u();t.graphDiv.emit(\"plotly_relayouting\",e)}}),t.staticMode||t.glplot.canvas.addEventListener(\"webglcontextlost\",function(e){i&&i.emit&&i.emit(\"plotly_webglcontextlost\",{event:e,layer:t.id})},!1),t.glplot.camera=t.camera,t.glplot.oncontextloss=function(){t.recoverContext()},t.glplot.onrender=function(t){var e,r=t.graphDiv,n=t.svgContainer,a=t.container.getBoundingClientRect(),i=a.width,o=a.height;n.setAttributeNS(null,\"viewBox\",\"0 0 \"+i+\" \"+o),n.setAttributeNS(null,\"width\",i),n.setAttributeNS(null,\"height\",o),x(t),t.glplot.axes.update(t.axesOptions);for(var s,l=Object.keys(t.traces),c=null,u=t.glplot.selection,d=0;d<l.length;++d)\"skip\"!==(e=t.traces[l[d]]).data.hoverinfo&&e.handlePick(u)&&(c=e),e.setContourLevels&&e.setContourLevels();function g(e,r){var n=t.fullSceneLayout[e];return f.tickText(n,n.d2l(r),\"hover\").text}if(null!==c){var m=v(t.glplot.cameraParams,u.dataCoordinate);e=c.data;var y,b=r._fullData[e.index],_=u.index,w={xLabel:g(\"xaxis\",u.traceCoordinate[0]),yLabel:g(\"yaxis\",u.traceCoordinate[1]),zLabel:g(\"zaxis\",u.traceCoordinate[2])},k=p.castHoverinfo(b,t.fullLayout,_),T=(k||\"\").split(\"+\"),M=k&&\"all\"===k;b.hovertemplate||M||(-1===T.indexOf(\"x\")&&(w.xLabel=void 0),-1===T.indexOf(\"y\")&&(w.yLabel=void 0),-1===T.indexOf(\"z\")&&(w.zLabel=void 0),-1===T.indexOf(\"text\")&&(u.textLabel=void 0),-1===T.indexOf(\"name\")&&(c.name=void 0));var A=[];\"cone\"===e.type||\"streamtube\"===e.type?(w.uLabel=g(\"xaxis\",u.traceCoordinate[3]),(M||-1!==T.indexOf(\"u\"))&&A.push(\"u: \"+w.uLabel),w.vLabel=g(\"yaxis\",u.traceCoordinate[4]),(M||-1!==T.indexOf(\"v\"))&&A.push(\"v: \"+w.vLabel),w.wLabel=g(\"zaxis\",u.traceCoordinate[5]),(M||-1!==T.indexOf(\"w\"))&&A.push(\"w: \"+w.wLabel),w.normLabel=u.traceCoordinate[6].toPrecision(3),(M||-1!==T.indexOf(\"norm\"))&&A.push(\"norm: \"+w.normLabel),\"streamtube\"===e.type&&(w.divergenceLabel=u.traceCoordinate[7].toPrecision(3),(M||-1!==T.indexOf(\"divergence\"))&&A.push(\"divergence: \"+w.divergenceLabel)),u.textLabel&&A.push(u.textLabel),y=A.join(\"<br>\")):\"isosurface\"===e.type||\"volume\"===e.type?(w.valueLabel=f.tickText(t.mockAxis,t.mockAxis.d2l(u.traceCoordinate[3]),\"hover\").text,A.push(\"value: \"+w.valueLabel),u.textLabel&&A.push(u.textLabel),y=A.join(\"<br>\")):y=u.textLabel;var S={x:u.traceCoordinate[0],y:u.traceCoordinate[1],z:u.traceCoordinate[2],data:b._input,fullData:b,curveNumber:b.index,pointNumber:_};p.appendArrayPointValue(S,b,_),e._module.eventData&&(S=b._module.eventData(S,u,b,{},_));var E={points:[S]};t.fullSceneLayout.hovermode&&p.loneHover({trace:b,x:(.5+.5*m[0]/m[3])*i,y:(.5-.5*m[1]/m[3])*o,xLabel:w.xLabel,yLabel:w.yLabel,zLabel:w.zLabel,text:y,name:c.name,color:p.castHoverOption(b,_,\"bgcolor\")||c.color,borderColor:p.castHoverOption(b,_,\"bordercolor\"),fontFamily:p.castHoverOption(b,_,\"font.family\"),fontSize:p.castHoverOption(b,_,\"font.size\"),fontColor:p.castHoverOption(b,_,\"font.color\"),nameLength:p.castHoverOption(b,_,\"namelength\"),textAlign:p.castHoverOption(b,_,\"align\"),hovertemplate:h.castOption(b,_,\"hovertemplate\"),hovertemplateLabels:h.extendFlat({},S,w),eventData:[S]},{container:n,gd:r}),u.buttons&&u.distance<5?r.emit(\"plotly_click\",E):r.emit(\"plotly_hover\",E),s=E}else p.loneUnhover(n),r.emit(\"plotly_unhover\",s);t.drawAnnotations(t)}.bind(null,t),t.traces={},t.make4thDimension(),!0}function _(t,e){var r=document.createElement(\"div\"),n=t.container;this.graphDiv=t.graphDiv;var a=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");a.style.position=\"absolute\",a.style.top=a.style.left=\"0px\",a.style.width=a.style.height=\"100%\",a.style[\"z-index\"]=20,a.style[\"pointer-events\"]=\"none\",r.appendChild(a),this.svgContainer=a,r.id=t.id,r.style.position=\"absolute\",r.style.top=r.style.left=\"0px\",r.style.width=r.style.height=\"100%\",n.appendChild(r),this.fullLayout=e,this.id=t.id||\"scene\",this.fullSceneLayout=e[this.id],this.plotArgs=[[],{},{}],this.axesOptions=m(e,e[this.id]),this.spikeOptions=y(e[this.id]),this.container=r,this.staticMode=!!t.staticPlot,this.pixelRatio=this.pixelRatio||t.plotGlPixelRatio||2,this.dataScale=[1,1,1],this.contourLevels=[[],[],[]],this.convertAnnotations=u.getComponentMethod(\"annotations3d\",\"convert\"),this.drawAnnotations=u.getComponentMethod(\"annotations3d\",\"draw\"),b(this)}var w=_.prototype;w.initializeGLCamera=function(){var 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e=this.glplot.getAspectratio(),r=h.nestedProperty(t,this.id+\".aspectratio\").get();return void 0===r||r.x!==e.x||r.y!==e.y||r.z!==e.z},w.saveLayout=function(t){var e,r,n,a,i,o,s=this.fullLayout,l=this.isCameraChanged(t),c=this.isAspectChanged(t),f=l||c;if(f){var p={};if(l&&(e=this.getCamera(),n=(r=h.nestedProperty(t,this.id+\".camera\")).get(),p[this.id+\".camera\"]=n),c&&(a=this.glplot.getAspectratio(),o=(i=h.nestedProperty(t,this.id+\".aspectratio\")).get(),p[this.id+\".aspectratio\"]=o),u.call(\"_storeDirectGUIEdit\",t,s._preGUI,p),l)r.set(e),h.nestedProperty(s,this.id+\".camera\").set(e);if(c)i.set(a),h.nestedProperty(s,this.id+\".aspectratio\").set(a),this.glplot.redraw()}return f},w.updateFx=function(t,e){var r=this.camera;if(r)if(\"orbit\"===t)r.mode=\"orbit\",r.keyBindingMode=\"rotate\";else if(\"turntable\"===t){r.up=[0,0,1],r.mode=\"turntable\",r.keyBindingMode=\"rotate\";var 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f,p=h.getContext(\"2d\"),d=p.createImageData(r,a);switch(d.data.set(i),p.putImageData(d,0,0),t){case\"jpeg\":f=h.toDataURL(\"image/jpeg\");break;case\"webp\":f=h.toDataURL(\"image/webp\");break;default:f=h.toDataURL(\"image/png\")}return this.staticMode&&this.container.removeChild(n),f},w.setConvert=function(){for(var t=0;t<3;t++){var e=this.fullSceneLayout[k[t]];f.setConvert(e,this.fullLayout),e.setScale=h.noop}},w.make4thDimension=function(){var t=this.graphDiv._fullLayout;this.mockAxis={type:\"linear\",showexponent:\"all\",exponentformat:\"B\"},f.setConvert(this.mockAxis,t)},e.exports=_},{\"../../components/fx\":630,\"../../lib\":717,\"../../lib/show_no_webgl_msg\":738,\"../../lib/str2rgbarray\":740,\"../../plots/cartesian/axes\":765,\"../../registry\":846,\"./layout/convert\":809,\"./layout/spikes\":812,\"./layout/tick_marks\":813,\"./project\":814,\"gl-plot3d\":293,\"has-passive-events\":413,\"webgl-context\":555}],816:[function(t,e,r){\"use 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t&&(-1!==h.styleValuesMapbox.indexOf(t)||0===t.indexOf(\"mapbox://\"))}r.name=\"mapbox\",r.attr=\"subplot\",r.idRoot=\"mapbox\",r.idRegex=r.attrRegex=a.counterRegex(\"mapbox\"),r.attributes={subplot:{valType:\"subplotid\",dflt:\"mapbox\",editType:\"calc\"}},r.layoutAttributes=t(\"./layout_attributes\"),r.supplyLayoutDefaults=t(\"./layout_defaults\"),r.plot=function(t){var e=t._fullLayout,r=t.calcdata,o=e._subplots.mapbox;if(n.version!==h.requiredVersion)throw new Error(h.wrongVersionErrorMsg);var s=function(t,e){var r=t._fullLayout;if(\"\"===t._context.mapboxAccessToken)return\"\";for(var n=[],i=[],o=!1,s=!1,l=0;l<e.length;l++){var c=r[e[l]],u=c.accesstoken;f(c.style)&&(u?a.pushUnique(n,u):(f(c._input.style)&&(a.error(\"Uses Mapbox map style, but did not set an access token.\"),o=!0),s=!0)),u&&a.pushUnique(i,u)}if(s){var p=o?h.noAccessTokenErrorMsg:h.missingStyleErrorMsg;throw a.error(p),new Error(p)}return n.length?(n.length>1&&a.warn(h.multipleTokensErrorMsg),n[0]):(i.length&&a.log([\"Listed mapbox access token(s)\",i.join(\",\"),\"but did not use a Mapbox map style, ignoring token(s).\"].join(\" \")),\"\")}(t,o);n.accessToken=s;for(var l=0;l<o.length;l++){var c=o[l],p=i(r,\"mapbox\",c),d=e[c],g=d._subplot;g||(g=new u(t,c),e[c]._subplot=g),g.viewInitial||(g.viewInitial={center:a.extendFlat({},d.center),zoom:d.zoom,bearing:d.bearing,pitch:d.pitch}),g.plot(p,e,t._promises)}},r.clean=function(t,e,r,n){for(var a=n._subplots.mapbox||[],i=0;i<a.length;i++){var o=a[i];!e[o]&&n[o]._subplot&&n[o]._subplot.destroy()}},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.mapbox,n=e._size,a=0;a<r.length;a++){var i=e[r[a]],u=i.domain,f=i._subplot.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":f,x:n.l+n.w*u.x[0],y:n.t+n.h*(1-u.y[1]),width:n.w*(u.x[1]-u.x[0]),height:n.h*(u.y[1]-u.y[0]),preserveAspectRatio:\"none\"});var p=s.select(i._subplot.div);if(!(null===p.select(\".mapboxgl-ctrl-logo\").node().offsetParent)){var d=e._glimages.append(\"g\");d.attr(\"transform\",\"translate(\"+(n.l+n.w*u.x[0]+10)+\", \"+(n.t+n.h*(1-u.y[0])-31)+\")\"),d.append(\"path\").attr(\"d\",h.mapboxLogo.path0).style({opacity:.9,fill:\"#ffffff\",\"enable-background\":\"new\"}),d.append(\"path\").attr(\"d\",h.mapboxLogo.path1).style(\"opacity\",.35).style(\"enable-background\",\"new\"),d.append(\"path\").attr(\"d\",h.mapboxLogo.path2).style(\"opacity\",.35).style(\"enable-background\",\"new\"),d.append(\"polygon\").attr(\"points\",h.mapboxLogo.polygon).style({opacity:.9,fill:\"#ffffff\",\"enable-background\":\"new\"})}var g=p.select(\".mapboxgl-ctrl-attrib\").text().replace(\"Improve this map\",\"\"),v=e._glimages.append(\"g\"),m=v.append(\"text\");m.text(g).classed(\"static-attribution\",!0).attr({\"font-size\":12,\"font-family\":\"Arial\",color:\"rgba(0, 0, 0, 0.75)\",\"text-anchor\":\"end\",\"data-unformatted\":g});var y=l.bBox(m.node()),x=n.w*(u.x[1]-u.x[0]);if(y.width>x/2){var b=g.split(\"|\").join(\"<br>\");m.text(b).attr(\"data-unformatted\",b).call(c.convertToTspans,t),y=l.bBox(m.node())}m.attr(\"transform\",\"translate(-3, \"+(8-y.height)+\")\"),v.insert(\"rect\",\".static-attribution\").attr({x:-y.width-6,y:-y.height-3,width:y.width+6,height:y.height+3,fill:\"rgba(255, 255, 255, 0.75)\"});var _=1;y.width+6>x&&(_=x/(y.width+6));var w=[n.l+n.w*u.x[1],n.t+n.h*(1-u.y[0])];v.attr(\"transform\",\"translate(\"+w[0]+\",\"+w[1]+\") scale(\"+_+\")\")}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.mapbox,n=0;n<r.length;n++){e[r[n]]._subplot.updateFx(e)}}},{\"../../components/drawing\":613,\"../../constants/xmlns_namespaces\":694,\"../../lib\":717,\"../../lib/svg_text_utils\":741,\"../../plots/get_data\":800,\"./constants\":818,\"./layout_attributes\":822,\"./layout_defaults\":823,\"./mapbox\":824,d3:165,\"mapbox-gl\":428}],821:[function(t,e,r){\"use strict\";var 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e={},r={};switch(t.type){case\"circle\":n.extendFlat(r,{\"circle-radius\":t.circle.radius,\"circle-color\":t.color,\"circle-opacity\":t.opacity});break;case\"line\":n.extendFlat(r,{\"line-width\":t.line.width,\"line-color\":t.color,\"line-opacity\":t.opacity,\"line-dasharray\":t.line.dash});break;case\"fill\":n.extendFlat(r,{\"fill-color\":t.color,\"fill-outline-color\":t.fill.outlinecolor,\"fill-opacity\":t.opacity});break;case\"symbol\":var i=t.symbol,o=a(i.textposition,i.iconsize);n.extendFlat(e,{\"icon-image\":i.icon+\"-15\",\"icon-size\":i.iconsize/10,\"text-field\":i.text,\"text-size\":i.textfont.size,\"text-anchor\":o.anchor,\"text-offset\":o.offset,\"symbol-placement\":i.placement}),n.extendFlat(r,{\"icon-color\":t.color,\"text-color\":i.textfont.color,\"text-opacity\":t.opacity});break;case\"raster\":n.extendFlat(r,{\"raster-fade-duration\":0})}return{layout:e,paint:r}}s.update=function(t){this.visible?this.needsNewImage(t)?this.updateImage(t):this.needsNewSource(t)?(this.removeLayer(),this.updateSource(t),this.updateLayer(t)):this.needsNewLayer(t)?this.updateLayer(t):this.updateStyle(t):(this.updateSource(t),this.updateLayer(t)),this.visible=l(t)},s.needsNewImage=function(t){return this.subplot.map.getSource(this.idSource)&&\"image\"===this.sourceType&&\"image\"===t.sourcetype&&(this.source!==t.source||JSON.stringify(this.coordinates)!==JSON.stringify(t.coordinates))},s.needsNewSource=function(t){return this.sourceType!==t.sourcetype||this.source!==t.source||this.layerType!==t.type},s.needsNewLayer=function(t){return this.layerType!==t.type||this.below!==this.subplot.belowLookup[\"layout-\"+this.index]},s.updateImage=function(t){this.subplot.map.getSource(this.idSource).updateImage({url:t.source,coordinates:t.coordinates})},s.updateSource=function(t){var e=this.subplot.map;if(e.getSource(this.idSource)&&e.removeSource(this.idSource),this.sourceType=t.sourcetype,this.source=t.source,l(t)){var r=function(t){var e,r=t.sourcetype,n=t.source,a={type:r};\"geojson\"===r?e=\"data\":\"vector\"===r?e=\"string\"==typeof n?\"url\":\"tiles\":\"raster\"===r?(e=\"tiles\",a.tileSize=256):\"image\"===r&&(e=\"url\",a.coordinates=t.coordinates);a[e]=n,t.sourceattribution&&(a.attribution=t.sourceattribution);return a}(t);e.addSource(this.idSource,r)}},s.updateLayer=function(t){var e,r=this.subplot,n=c(t),a=this.subplot.belowLookup[\"layout-\"+this.index];if(\"traces\"===a)for(var o=r.getMapLayers(),s=0;s<o.length;s++){var u=o[s].id;if(\"string\"==typeof u&&0===u.indexOf(i.traceLayerPrefix)){e=u;break}}else e=a;this.removeLayer(),l(t)&&r.addLayer({id:this.idLayer,source:this.idSource,\"source-layer\":t.sourcelayer||\"\",type:t.type,minzoom:t.minzoom,maxzoom:t.maxzoom,layout:n.layout,paint:n.paint},e),this.layerType=t.type,this.below=a},s.updateStyle=function(t){if(l(t)){var e=c(t);this.subplot.setOptions(this.idLayer,\"setLayoutProperty\",e.layout),this.subplot.setOptions(this.idLayer,\"setPaintProperty\",e.paint)}},s.removeLayer=function(){var t=this.subplot.map;t.getLayer(this.idLayer)&&t.removeLayer(this.idLayer)},s.dispose=function(){var t=this.subplot.map;t.getLayer(this.idLayer)&&t.removeLayer(this.idLayer),t.getSource(this.idSource)&&t.removeSource(this.idSource)},e.exports=function(t,e,r){var n=new o(t,e);return n.update(r),n}},{\"../../lib\":717,\"./constants\":818,\"./convert_text_opts\":819}],822:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../components/color\").defaultLine,i=t(\"../domain\").attributes,o=t(\"../font_attributes\"),s=t(\"../../traces/scatter/attributes\").textposition,l=t(\"../../plot_api/edit_types\").overrideAll,c=t(\"../../plot_api/plot_template\").templatedArray,u=t(\"./constants\"),h=o({});h.family.dflt=\"Open Sans Regular, Arial Unicode MS 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'</svg>\",\"application/xml\"),I=this.appendChild(this.ownerDocument.importNode(z.documentElement,!0));t=n.select(I)}t.select(\".guides-group\").style({\"pointer-events\":\"none\"}),t.select(\".angular.axis-group\").style({\"pointer-events\":\"none\"}),t.select(\".radial.axis-group\").style({\"pointer-events\":\"none\"});var D,R=t.select(\".chart-group\"),F={fill:\"none\",stroke:f.tickColor},B={\"font-size\":f.font.size,\"font-family\":f.font.family,fill:f.font.color,\"text-shadow\":[\"-1px 0px\",\"1px -1px\",\"-1px 1px\",\"1px 1px\"].map(function(t,e){return\" \"+t+\" 0 \"+f.font.outlineColor}).join(\",\")};if(f.showLegend){D=t.select(\".legend-group\").attr({transform:\"translate(\"+[x,f.margin.top]+\")\"}).style({display:\"block\"});var N=p.map(function(t,e){var r=o.util.cloneJson(t);return r.symbol=\"DotPlot\"===t.geometry?t.dotType||\"circle\":\"LinePlot\"!=t.geometry?\"square\":\"line\",r.visibleInLegend=\"undefined\"==typeof t.visibleInLegend||t.visibleInLegend,r.color=\"LinePlot\"===t.geometry?t.strokeColor:t.color,r});o.Legend().config({data:p.map(function(t,e){return t.name||\"Element\"+e}),legendConfig:a({},o.Legend.defaultConfig().legendConfig,{container:D,elements:N,reverseOrder:f.legend.reverseOrder})})();var j=D.node().getBBox();x=Math.min(f.width-j.width-f.margin.left-f.margin.right,f.height-f.margin.top-f.margin.bottom)/2,x=Math.max(10,x),_=[f.margin.left+x,f.margin.top+x],r.range([0,x]),u.layout.radialAxis.domain=r.domain(),D.attr(\"transform\",\"translate(\"+[_[0]+x,_[1]-x]+\")\")}else D=t.select(\".legend-group\").style({display:\"none\"});t.attr({width:f.width,height:f.height}).style({opacity:f.opacity}),R.attr(\"transform\",\"translate(\"+_+\")\").style({cursor:\"crosshair\"});var V=[(f.width-(f.margin.left+f.margin.right+2*x+(j?j.width:0)))/2,(f.height-(f.margin.top+f.margin.bottom+2*x))/2];if(V[0]=Math.max(0,V[0]),V[1]=Math.max(0,V[1]),t.select(\".outer-group\").attr(\"transform\",\"translate(\"+V+\")\"),f.title&&f.title.text){var U=t.select(\"g.title-group text\").style(B).text(f.title.text),q=U.node().getBBox();U.attr({x:_[0]-q.width/2,y:_[1]-x-20})}var H=t.select(\".radial.axis-group\");if(f.radialAxis.gridLinesVisible){var G=H.selectAll(\"circle.grid-circle\").data(r.ticks(5));G.enter().append(\"circle\").attr({class:\"grid-circle\"}).style(F),G.attr(\"r\",r),G.exit().remove()}H.select(\"circle.outside-circle\").attr({r:x}).style(F);var Y=t.select(\"circle.background-circle\").attr({r:x}).style({fill:f.backgroundColor,stroke:f.stroke});function W(t,e){return s(t)%360+f.orientation}if(f.radialAxis.visible){var X=n.svg.axis().scale(r).ticks(5).tickSize(5);H.call(X).attr({transform:\"rotate(\"+f.radialAxis.orientation+\")\"}),H.selectAll(\".domain\").style(F),H.selectAll(\"g>text\").text(function(t,e){return this.textContent+f.radialAxis.ticksSuffix}).style(B).style({\"text-anchor\":\"start\"}).attr({x:0,y:0,dx:0,dy:0,transform:function(t,e){return\"horizontal\"===f.radialAxis.tickOrientation?\"rotate(\"+-f.radialAxis.orientation+\") translate(\"+[0,B[\"font-size\"]]+\")\":\"translate(\"+[0,B[\"font-size\"]]+\")\"}}),H.selectAll(\"g>line\").style({stroke:\"black\"})}var Z=t.select(\".angular.axis-group\").selectAll(\"g.angular-tick\").data(O),J=Z.enter().append(\"g\").classed(\"angular-tick\",!0);Z.attr({transform:function(t,e){return\"rotate(\"+W(t)+\")\"}}).style({display:f.angularAxis.visible?\"block\":\"none\"}),Z.exit().remove(),J.append(\"line\").classed(\"grid-line\",!0).classed(\"major\",function(t,e){return e%(f.minorTicks+1)==0}).classed(\"minor\",function(t,e){return!(e%(f.minorTicks+1)==0)}).style(F),J.selectAll(\".minor\").style({stroke:f.minorTickColor}),Z.select(\"line.grid-line\").attr({x1:f.tickLength?x-f.tickLength:0,x2:x}).style({display:f.angularAxis.gridLinesVisible?\"block\":\"none\"}),J.append(\"text\").classed(\"axis-text\",!0).style(B);var K=Z.select(\"text.axis-text\").attr({x:x+f.labelOffset,dy:i+\"em\",transform:function(t,e){var r=W(t),n=x+f.labelOffset,a=f.angularAxis.tickOrientation;return\"horizontal\"==a?\"rotate(\"+-r+\" \"+n+\" 0)\":\"radial\"==a?r<270&&r>90?\"rotate(180 \"+n+\" 0)\":null:\"rotate(\"+(r<=180&&r>0?-90:90)+\" \"+n+\" 0)\"}}).style({\"text-anchor\":\"middle\",display:f.angularAxis.labelsVisible?\"block\":\"none\"}).text(function(t,e){return e%(f.minorTicks+1)!=0?\"\":w?w[t]+f.angularAxis.ticksSuffix:t+f.angularAxis.ticksSuffix}).style(B);f.angularAxis.rewriteTicks&&K.text(function(t,e){return e%(f.minorTicks+1)!=0?\"\":f.angularAxis.rewriteTicks(this.textContent,e)});var Q=n.max(R.selectAll(\".angular-tick text\")[0].map(function(t,e){return t.getCTM().e+t.getBBox().width}));D.attr({transform:\"translate(\"+[x+Q,f.margin.top]+\")\"});var $=t.select(\"g.geometry-group\").selectAll(\"g\").size()>0,tt=t.select(\"g.geometry-group\").selectAll(\"g.geometry\").data(p);if(tt.enter().append(\"g\").attr({class:function(t,e){return\"geometry geometry\"+e}}),tt.exit().remove(),p[0]||$){var et=[];p.forEach(function(t,e){var n={};n.radialScale=r,n.angularScale=s,n.container=tt.filter(function(t,r){return r==e}),n.geometry=t.geometry,n.orientation=f.orientation,n.direction=f.direction,n.index=e,et.push({data:t,geometryConfig:n})});var rt=n.nest().key(function(t,e){return\"undefined\"!=typeof t.data.groupId||\"unstacked\"}).entries(et),nt=[];rt.forEach(function(t,e){\"unstacked\"===t.key?nt=nt.concat(t.values.map(function(t,e){return[t]})):nt.push(t.values)}),nt.forEach(function(t,e){var r;r=Array.isArray(t)?t[0].geometryConfig.geometry:t.geometryConfig.geometry;var n=t.map(function(t,e){return a(o[r].defaultConfig(),t)});o[r]().config(n)()})}var at,it,ot=t.select(\".guides-group\"),st=t.select(\".tooltips-group\"),lt=o.tooltipPanel().config({container:st,fontSize:8})(),ct=o.tooltipPanel().config({container:st,fontSize:8})(),ut=o.tooltipPanel().config({container:st,hasTick:!0})();if(!T){var ht=ot.select(\"line\").attr({x1:0,y1:0,y2:0}).style({stroke:\"grey\",\"pointer-events\":\"none\"});R.on(\"mousemove.angular-guide\",function(t,e){var r=o.util.getMousePos(Y).angle;ht.attr({x2:-x,transform:\"rotate(\"+r+\")\"}).style({opacity:.5});var n=(r+180+360-f.orientation)%360;at=s.invert(n);var a=o.util.convertToCartesian(x+12,r+180);lt.text(o.util.round(at)).move([a[0]+_[0],a[1]+_[1]])}).on(\"mouseout.angular-guide\",function(t,e){ot.select(\"line\").style({opacity:0})})}var ft=ot.select(\"circle\").style({stroke:\"grey\",fill:\"none\"});R.on(\"mousemove.radial-guide\",function(t,e){var n=o.util.getMousePos(Y).radius;ft.attr({r:n}).style({opacity:.5}),it=r.invert(o.util.getMousePos(Y).radius);var a=o.util.convertToCartesian(n,f.radialAxis.orientation);ct.text(o.util.round(it)).move([a[0]+_[0],a[1]+_[1]])}).on(\"mouseout.radial-guide\",function(t,e){ft.style({opacity:0}),ut.hide(),lt.hide(),ct.hide()}),t.selectAll(\".geometry-group .mark\").on(\"mouseover.tooltip\",function(e,r){var a=n.select(this),i=this.style.fill,s=\"black\",l=this.style.opacity||1;if(a.attr({\"data-opacity\":l}),i&&\"none\"!==i){a.attr({\"data-fill\":i}),s=n.hsl(i).darker().toString(),a.style({fill:s,opacity:1});var c={t:o.util.round(e[0]),r:o.util.round(e[1])};T&&(c.t=w[e[0]]);var u=\"t: \"+c.t+\", r: \"+c.r,h=this.getBoundingClientRect(),f=t.node().getBoundingClientRect(),p=[h.left+h.width/2-V[0]-f.left,h.top+h.height/2-V[1]-f.top];ut.config({color:s}).text(u),ut.move(p)}else i=this.style.stroke||\"black\",a.attr({\"data-stroke\":i}),s=n.hsl(i).darker().toString(),a.style({stroke:s,opacity:1})}).on(\"mousemove.tooltip\",function(t,e){if(0!=n.event.which)return!1;n.select(this).attr(\"data-fill\")&&ut.show()}).on(\"mouseout.tooltip\",function(t,e){ut.hide();var r=n.select(this),a=r.attr(\"data-fill\");a?r.style({fill:a,opacity:r.attr(\"data-opacity\")}):r.style({stroke:r.attr(\"data-stroke\"),opacity:r.attr(\"data-opacity\")})})})}(c),this},f.config=function(t){if(!arguments.length)return l;var e=o.util.cloneJson(t);return e.data.forEach(function(t,e){l.data[e]||(l.data[e]={}),a(l.data[e],o.Axis.defaultConfig().data[0]),a(l.data[e],t)}),a(l.layout,o.Axis.defaultConfig().layout),a(l.layout,e.layout),this},f.getLiveConfig=function(){return u},f.getinputConfig=function(){return c},f.radialScale=function(t){return r},f.angularScale=function(t){return s},f.svg=function(){return 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n=e*Math.PI/180;return[e,t(n)]})},o.util.dataFromEquation=function(t,e,r){var a=e||6,i=[],o=[];n.range(0,360+a,a).forEach(function(e,r){var n=e*Math.PI/180,a=t(n);i.push(e),o.push(a)});var s={t:i,r:o};return r&&(s.name=r),s},o.util.ensureArray=function(t,e){if(\"undefined\"==typeof t)return null;var r=[].concat(t);return n.range(e).map(function(t,e){return r[e]||r[0]})},o.util.fillArrays=function(t,e,r){return e.forEach(function(e,n){t[e]=o.util.ensureArray(t[e],r)}),t},o.util.cloneJson=function(t){return JSON.parse(JSON.stringify(t))},o.util.validateKeys=function(t,e){\"string\"==typeof e&&(e=e.split(\".\"));var r=e.shift();return t[r]&&(!e.length||objHasKeys(t[r],e))},o.util.sumArrays=function(t,e){return n.zip(t,e).map(function(t,e){return n.sum(t)})},o.util.arrayLast=function(t){return t[t.length-1]},o.util.arrayEqual=function(t,e){for(var r=Math.max(t.length,e.length,1);r-- >=0&&t[r]===e[r];);return-2===r},o.util.flattenArray=function(t){for(var e=[];!o.util.arrayEqual(e,t);)e=t,t=[].concat.apply([],t);return t},o.util.deduplicate=function(t){return t.filter(function(t,e,r){return r.indexOf(t)==e})},o.util.convertToCartesian=function(t,e){var r=e*Math.PI/180;return[t*Math.cos(r),t*Math.sin(r)]},o.util.round=function(t,e){var r=e||2,n=Math.pow(10,r);return Math.round(t*n)/n},o.util.getMousePos=function(t){var e=n.mouse(t.node()),r=e[0],a=e[1],i={};return i.x=r,i.y=a,i.pos=e,i.angle=180*(Math.atan2(a,r)+Math.PI)/Math.PI,i.radius=Math.sqrt(r*r+a*a),i},o.util.duplicatesCount=function(t){for(var e,r={},n={},a=0,i=t.length;a<i;a++)(e=t[a])in r?(r[e]++,n[e]=r[e]):r[e]=1;return n},o.util.duplicates=function(t){return Object.keys(o.util.duplicatesCount(t))},o.util.translator=function(t,e,r,n){if(n){var a=r.slice();r=e,e=a}var i=e.reduce(function(t,e){if(\"undefined\"!=typeof t)return t[e]},t);\"undefined\"!=typeof i&&(e.reduce(function(t,r,n){if(\"undefined\"!=typeof t)return n===e.length-1&&delete 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dot\",d:s,transform:function(t,r){var n,a,i,s=(n=function(t,r){var n=e.radialScale(t[1]),a=(e.angularScale(t[0])+e.orientation)*Math.PI/180;return{r:n,t:a}}(o),a=n.r*Math.cos(n.t),i=n.r*Math.sin(n.t),{x:a,y:i});return\"translate(\"+[s.x,s.y]+\")\"}})};var u=n.svg.line.radial().interpolate(t[0].data.lineInterpolation).radius(function(t){return e.radialScale(t[1])}).angle(function(t){return e.angularScale(t[0])*Math.PI/180});c.line=function(r,a,i){var s=r[2]?o[i].map(function(t,e){return[t[0],t[1]+t[2]]}):o[i];if(n.select(this).each(c.dot).style({opacity:function(e,r){return+t[i].data.dotVisible},fill:d.stroke(r,a,i)}).attr({class:\"mark dot\"}),!(a>0)){var l=n.select(this.parentNode).selectAll(\"path.line\").data([0]);l.enter().insert(\"path\"),l.attr({class:\"line\",d:u(s),transform:function(t,r){return\"rotate(\"+(e.orientation+90)+\")\"},\"pointer-events\":\"none\"}).style({fill:function(t,e){return d.fill(r,a,i)},\"fill-opacity\":0,stroke:function(t,e){return d.stroke(r,a,i)},\"stroke-width\":function(t,e){return d[\"stroke-width\"](r,a,i)},\"stroke-dasharray\":function(t,e){return d[\"stroke-dasharray\"](r,a,i)},opacity:function(t,e){return d.opacity(r,a,i)},display:function(t,e){return d.display(r,a,i)}})}};var h=e.angularScale.range(),f=Math.abs(h[1]-h[0])/o[0].length*Math.PI/180,p=n.svg.arc().startAngle(function(t){return-f/2}).endAngle(function(t){return f/2}).innerRadius(function(t){return e.radialScale(l+(t[2]||0))}).outerRadius(function(t){return e.radialScale(l+(t[2]||0))+e.radialScale(t[1])});c.arc=function(t,r,a){n.select(this).attr({class:\"mark arc\",d:p,transform:function(t,r){return\"rotate(\"+(e.orientation+s(t[0])+90)+\")\"}})};var d={fill:function(e,r,n){return t[n].data.color},stroke:function(e,r,n){return t[n].data.strokeColor},\"stroke-width\":function(e,r,n){return t[n].data.strokeSize+\"px\"},\"stroke-dasharray\":function(e,n,a){return r[t[a].data.strokeDash]},opacity:function(e,r,n){return t[n].data.opacity},display:function(e,r,n){return\"undefined\"==typeof t[n].data.visible||t[n].data.visible?\"block\":\"none\"}},g=n.select(this).selectAll(\"g.layer\").data(o);g.enter().append(\"g\").attr({class:\"layer\"});var v=g.selectAll(\"path.mark\").data(function(t,e){return t});v.enter().append(\"path\").attr({class:\"mark\"}),v.style(d).each(c[e.geometryType]),v.exit().remove(),g.exit().remove()})}return i.config=function(e){return arguments.length?(e.forEach(function(e,r){t[r]||(t[r]={}),a(t[r],o.PolyChart.defaultConfig()),a(t[r],e)}),this):t},i.getColorScale=function(){},n.rebind(i,e,\"on\"),i},o.PolyChart.defaultConfig=function(){return{data:{name:\"geom1\",t:[[1,2,3,4]],r:[[1,2,3,4]],dotType:\"circle\",dotSize:64,dotVisible:!1,barWidth:20,color:\"#ffa500\",strokeSize:1,strokeColor:\"silver\",strokeDash:\"solid\",opacity:1,index:0,visible:!0,visibleInLegend:!0},geometryConfig:{geometry:\"LinePlot\",geometryType:\"arc\",direction:\"clockwise\",orientation:0,container:\"body\",radialScale:null,angularScale:null,colorScale:n.scale.category20()}}},o.BarChart=function(){return o.PolyChart()},o.BarChart.defaultConfig=function(){return{geometryConfig:{geometryType:\"bar\"}}},o.AreaChart=function(){return o.PolyChart()},o.AreaChart.defaultConfig=function(){return{geometryConfig:{geometryType:\"arc\"}}},o.DotPlot=function(){return o.PolyChart()},o.DotPlot.defaultConfig=function(){return{geometryConfig:{geometryType:\"dot\",dotType:\"circle\"}}},o.LinePlot=function(){return o.PolyChart()},o.LinePlot.defaultConfig=function(){return{geometryConfig:{geometryType:\"line\"}}},o.Legend=function(){var t=o.Legend.defaultConfig(),e=n.dispatch(\"hover\");function r(){var e=t.legendConfig,i=t.data.map(function(t,r){return[].concat(t).map(function(t,n){var i=a({},e.elements[r]);return i.name=t,i.color=[].concat(e.elements[r].color)[n],i})}),o=n.merge(i);o=o.filter(function(t,r){return e.elements[r]&&(e.elements[r].visibleInLegend||\"undefined\"==typeof e.elements[r].visibleInLegend)}),e.reverseOrder&&(o=o.reverse());var s=e.container;(\"string\"==typeof s||s.nodeName)&&(s=n.select(s));var l=o.map(function(t,e){return t.color}),c=e.fontSize,u=null==e.isContinuous?\"number\"==typeof o[0]:e.isContinuous,h=u?e.height:c*o.length,f=s.classed(\"legend-group\",!0).selectAll(\"svg\").data([0]),p=f.enter().append(\"svg\").attr({width:300,height:h+c,xmlns:\"http://www.w3.org/2000/svg\",\"xmlns:xlink\":\"http://www.w3.org/1999/xlink\",version:\"1.1\"});p.append(\"g\").classed(\"legend-axis\",!0),p.append(\"g\").classed(\"legend-marks\",!0);var d=n.range(o.length),g=n.scale[u?\"linear\":\"ordinal\"]().domain(d).range(l),v=n.scale[u?\"linear\":\"ordinal\"]().domain(d)[u?\"range\":\"rangePoints\"]([0,h]);if(u){var m=f.select(\".legend-marks\").append(\"defs\").append(\"linearGradient\").attr({id:\"grad1\",x1:\"0%\",y1:\"0%\",x2:\"0%\",y2:\"100%\"}).selectAll(\"stop\").data(l);m.enter().append(\"stop\"),m.attr({offset:function(t,e){return e/(l.length-1)*100+\"%\"}}).style({\"stop-color\":function(t,e){return t}}),f.append(\"rect\").classed(\"legend-mark\",!0).attr({height:e.height,width:e.colorBandWidth,fill:\"url(#grad1)\"})}else{var y=f.select(\".legend-marks\").selectAll(\"path.legend-mark\").data(o);y.enter().append(\"path\").classed(\"legend-mark\",!0),y.attr({transform:function(t,e){return\"translate(\"+[c/2,v(e)+c/2]+\")\"},d:function(t,e){var r,a,i,o=t.symbol;return i=3*(a=c),\"line\"===(r=o)?\"M\"+[[-a/2,-a/12],[a/2,-a/12],[a/2,a/12],[-a/2,a/12]]+\"Z\":-1!=n.svg.symbolTypes.indexOf(r)?n.svg.symbol().type(r).size(i)():n.svg.symbol().type(\"square\").size(i)()},fill:function(t,e){return g(e)}}),y.exit().remove()}var x=n.svg.axis().scale(v).orient(\"right\"),b=f.select(\"g.legend-axis\").attr({transform:\"translate(\"+[u?e.colorBandWidth:c,c/2]+\")\"}).call(x);return b.selectAll(\".domain\").style({fill:\"none\",stroke:\"none\"}),b.selectAll(\"line\").style({fill:\"none\",stroke:u?e.textColor:\"none\"}),b.selectAll(\"text\").style({fill:e.textColor,\"font-size\":e.fontSize}).text(function(t,e){return o[e].name}),r}return r.config=function(e){return arguments.length?(a(t,e),this):t},n.rebind(r,e,\"on\"),r},o.Legend.defaultConfig=function(t,e){return{data:[\"a\",\"b\",\"c\"],legendConfig:{elements:[{symbol:\"line\",color:\"red\"},{symbol:\"square\",color:\"yellow\"},{symbol:\"diamond\",color:\"limegreen\"}],height:150,colorBandWidth:30,fontSize:12,container:\"body\",isContinuous:null,textColor:\"grey\",reverseOrder:!1}}},o.tooltipPanel=function(){var t,e,r,i={container:null,hasTick:!1,fontSize:12,color:\"white\",padding:5},s=\"tooltip-\"+o.tooltipPanel.uid++,l=10,c=function(){var n=(t=i.container.selectAll(\"g.\"+s).data([0])).enter().append(\"g\").classed(s,!0).style({\"pointer-events\":\"none\",display:\"none\"});return r=n.append(\"path\").style({fill:\"white\",\"fill-opacity\":.9}).attr({d:\"M0 0\"}),e=n.append(\"text\").attr({dx:i.padding+l,dy:.3*+i.fontSize}),c};return c.text=function(a){var o=n.hsl(i.color).l,s=o>=.5?\"#aaa\":\"white\",u=o>=.5?\"black\":\"white\",h=a||\"\";e.style({fill:u,\"font-size\":i.fontSize+\"px\"}).text(h);var f=i.padding,p=e.node().getBBox(),d={fill:i.color,stroke:s,\"stroke-width\":\"2px\"},g=p.width+2*f+l,v=p.height+2*f;return r.attr({d:\"M\"+[[l,-v/2],[l,-v/4],[i.hasTick?0:l,0],[l,v/4],[l,v/2],[g,v/2],[g,-v/2]].join(\"L\")+\"Z\"}).style(d),t.attr({transform:\"translate(\"+[l,-v/2+2*f]+\")\"}),t.style({display:\"block\"}),c},c.move=function(e){if(t)return t.attr({transform:\"translate(\"+[e[0],e[1]]+\")\"}).style({display:\"block\"}),c},c.hide=function(){if(t)return t.style({display:\"none\"}),c},c.show=function(){if(t)return t.style({display:\"block\"}),c},c.config=function(t){return a(i,t),c},c},o.tooltipPanel.uid=1,o.adapter={},o.adapter.plotly=function(){var t={convert:function(t,e){var r={};if(t.data&&(r.data=t.data.map(function(t,r){var n=a({},t);return[[n,[\"marker\",\"color\"],[\"color\"]],[n,[\"marker\",\"opacity\"],[\"opacity\"]],[n,[\"marker\",\"line\",\"color\"],[\"strokeColor\"]],[n,[\"marker\",\"line\",\"dash\"],[\"strokeDash\"]],[n,[\"marker\",\"line\",\"width\"],[\"strokeSize\"]],[n,[\"marker\",\"symbol\"],[\"dotType\"]],[n,[\"marker\",\"size\"],[\"dotSize\"]],[n,[\"marker\",\"barWidth\"],[\"barWidth\"]],[n,[\"line\",\"interpolation\"],[\"lineInterpolation\"]],[n,[\"showlegend\"],[\"visibleInLegend\"]]].forEach(function(t,r){o.util.translator.apply(null,t.concat(e))}),e||delete n.marker,e&&delete n.groupId,e?(\"LinePlot\"===n.geometry?(n.type=\"scatter\",!0===n.dotVisible?(delete n.dotVisible,n.mode=\"lines+markers\"):n.mode=\"lines\"):\"DotPlot\"===n.geometry?(n.type=\"scatter\",n.mode=\"markers\"):\"AreaChart\"===n.geometry?n.type=\"area\":\"BarChart\"===n.geometry&&(n.type=\"bar\"),delete n.geometry):(\"scatter\"===n.type?\"lines\"===n.mode?n.geometry=\"LinePlot\":\"markers\"===n.mode?n.geometry=\"DotPlot\":\"lines+markers\"===n.mode&&(n.geometry=\"LinePlot\",n.dotVisible=!0):\"area\"===n.type?n.geometry=\"AreaChart\":\"bar\"===n.type&&(n.geometry=\"BarChart\"),delete n.mode,delete n.type),n}),!e&&t.layout&&\"stack\"===t.layout.barmode)){var i=o.util.duplicates(r.data.map(function(t,e){return t.geometry}));r.data.forEach(function(t,e){var n=i.indexOf(t.geometry);-1!=n&&(r.data[e].groupId=n)})}if(t.layout){var s=a({},t.layout);if([[s,[\"plot_bgcolor\"],[\"backgroundColor\"]],[s,[\"showlegend\"],[\"showLegend\"]],[s,[\"radialaxis\"],[\"radialAxis\"]],[s,[\"angularaxis\"],[\"angularAxis\"]],[s.angularaxis,[\"showline\"],[\"gridLinesVisible\"]],[s.angularaxis,[\"showticklabels\"],[\"labelsVisible\"]],[s.angularaxis,[\"nticks\"],[\"ticksCount\"]],[s.angularaxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.angularaxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.angularaxis,[\"range\"],[\"domain\"]],[s.angularaxis,[\"endpadding\"],[\"endPadding\"]],[s.radialaxis,[\"showline\"],[\"gridLinesVisible\"]],[s.radialaxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.radialaxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.radialaxis,[\"range\"],[\"domain\"]],[s.angularAxis,[\"showline\"],[\"gridLinesVisible\"]],[s.angularAxis,[\"showticklabels\"],[\"labelsVisible\"]],[s.angularAxis,[\"nticks\"],[\"ticksCount\"]],[s.angularAxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.angularAxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.angularAxis,[\"range\"],[\"domain\"]],[s.angularAxis,[\"endpadding\"],[\"endPadding\"]],[s.radialAxis,[\"showline\"],[\"gridLinesVisible\"]],[s.radialAxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.radialAxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.radialAxis,[\"range\"],[\"domain\"]],[s.font,[\"outlinecolor\"],[\"outlineColor\"]],[s.legend,[\"traceorder\"],[\"reverseOrder\"]],[s,[\"labeloffset\"],[\"labelOffset\"]],[s,[\"defaultcolorrange\"],[\"defaultColorRange\"]]].forEach(function(t,r){o.util.translator.apply(null,t.concat(e))}),e?(\"undefined\"!=typeof s.tickLength&&(s.angularaxis.ticklen=s.tickLength,delete s.tickLength),s.tickColor&&(s.angularaxis.tickcolor=s.tickColor,delete s.tickColor)):(s.angularAxis&&\"undefined\"!=typeof s.angularAxis.ticklen&&(s.tickLength=s.angularAxis.ticklen),s.angularAxis&&\"undefined\"!=typeof s.angularAxis.tickcolor&&(s.tickColor=s.angularAxis.tickcolor)),s.legend&&\"boolean\"!=typeof s.legend.reverseOrder&&(s.legend.reverseOrder=\"normal\"!=s.legend.reverseOrder),s.legend&&\"boolean\"==typeof s.legend.traceorder&&(s.legend.traceorder=s.legend.traceorder?\"reversed\":\"normal\",delete s.legend.reverseOrder),s.margin&&\"undefined\"!=typeof s.margin.t){var l=[\"t\",\"r\",\"b\",\"l\",\"pad\"],c=[\"top\",\"right\",\"bottom\",\"left\",\"pad\"],u={};n.entries(s.margin).forEach(function(t,e){u[c[l.indexOf(t.key)]]=t.value}),s.margin=u}e&&(delete s.needsEndSpacing,delete s.minorTickColor,delete s.minorTicks,delete s.angularaxis.ticksCount,delete s.angularaxis.ticksCount,delete s.angularaxis.ticksStep,delete s.angularaxis.rewriteTicks,delete s.angularaxis.nticks,delete s.radialaxis.ticksCount,delete s.radialaxis.ticksCount,delete s.radialaxis.ticksStep,delete s.radialaxis.rewriteTicks,delete s.radialaxis.nticks),r.layout=s}return r}};return t}},{\"../../../constants/alignment\":686,\"../../../lib\":717,d3:165}],836:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../../lib\"),i=t(\"../../../components/color\"),o=t(\"./micropolar\"),s=t(\"./undo_manager\"),l=a.extendDeepAll,c=e.exports={};c.framework=function(t){var e,r,a,i,u,h=new s;function f(r,s){return s&&(u=s),n.select(n.select(u).node().parentNode).selectAll(\".svg-container>*:not(.chart-root)\").remove(),e=e?l(e,r):r,a||(a=o.Axis()),i=o.adapter.plotly().convert(e),a.config(i).render(u),t.data=e.data,t.layout=e.layout,c.fillLayout(t),e}return f.isPolar=!0,f.svg=function(){return a.svg()},f.getConfig=function(){return e},f.getLiveConfig=function(){return o.adapter.plotly().convert(a.getLiveConfig(),!0)},f.getLiveScales=function(){return{t:a.angularScale(),r:a.radialScale()}},f.setUndoPoint=function(){var t,n,a=this,i=o.util.cloneJson(e);t=i,n=r,h.add({undo:function(){n&&a(n)},redo:function(){a(t)}}),r=o.util.cloneJson(i)},f.undo=function(){h.undo()},f.redo=function(){h.redo()},f},c.fillLayout=function(t){var e=n.select(t).selectAll(\".plot-container\"),r=e.selectAll(\".svg-container\"),a=t.framework&&t.framework.svg&&t.framework.svg(),o={width:800,height:600,paper_bgcolor:i.background,_container:e,_paperdiv:r,_paper:a};t._fullLayout=l(o,t.layout)}},{\"../../../components/color\":592,\"../../../lib\":717,\"./micropolar\":835,\"./undo_manager\":837,d3:165}],837:[function(t,e,r){\"use strict\";e.exports=function(){var t,e=[],r=-1,n=!1;function a(t,e){return t?(n=!0,t[e](),n=!1,this):this}return{add:function(t){return n?this:(e.splice(r+1,e.length-r),e.push(t),r=e.length-1,this)},setCallback:function(e){t=e},undo:function(){var n=e[r];return n?(a(n,\"undo\"),r-=1,t&&t(n.undo),this):this},redo:function(){var n=e[r+1];return n?(a(n,\"redo\"),r+=1,t&&t(n.redo),this):this},clear:function(){e=[],r=-1},hasUndo:function(){return-1!==r},hasRedo:function(){return r<e.length-1},getCommands:function(){return e},getPreviousCommand:function(){return e[r-1]},getIndex:function(){return r}}}},{}],838:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"tinycolor2\"),i=t(\"../../registry\"),o=t(\"../../lib\"),s=t(\"../../components/color\"),l=t(\"../../components/drawing\"),c=t(\"../plots\"),u=t(\"../../plots/cartesian/axes\"),h=t(\"../cartesian/set_convert\"),f=t(\"./set_convert\"),p=t(\"../cartesian/autorange\").doAutoRange,d=t(\"../cartesian/dragbox\"),g=t(\"../../components/dragelement\"),v=t(\"../../components/fx\"),m=t(\"../../components/titles\"),y=t(\"../cartesian/select\").prepSelect,x=t(\"../cartesian/select\").selectOnClick,b=t(\"../cartesian/select\").clearSelect,_=t(\"../../lib/setcursor\"),w=t(\"../../lib/clear_gl_canvases\"),k=t(\"../../plot_api/subroutines\").redrawReglTraces,T=t(\"../../constants/alignment\").MID_SHIFT,M=t(\"./constants\"),A=t(\"./helpers\"),S=o._,E=o.mod,L=o.deg2rad,C=o.rad2deg;function P(t,e){this.id=e,this.gd=t,this._hasClipOnAxisFalse=null,this.vangles=null,this.radialAxisAngle=null,this.traceHash={},this.layers={},this.clipPaths={},this.clipIds={},this.viewInitial={};var r=t._fullLayout,n=\"clip\"+r._uid+e;this.clipIds.forTraces=n+\"-for-traces\",this.clipPaths.forTraces=r._clips.append(\"clipPath\").attr(\"id\",this.clipIds.forTraces),this.clipPaths.forTraces.append(\"path\"),this.framework=r._polarlayer.append(\"g\").attr(\"class\",e),this.radialTickLayout=null,this.angularTickLayout=null}var O=P.prototype;function z(t){var e=t.ticks+String(t.ticklen)+String(t.showticklabels);return\"side\"in t&&(e+=t.side),e}function I(t,e){return e[o.findIndexOfMin(e,function(e){return o.angleDist(t,e)})]}function D(t,e,r){return e?(t.attr(\"display\",null),t.attr(r)):t&&t.attr(\"display\",\"none\"),t}function R(t,e){return\"translate(\"+t+\",\"+e+\")\"}function F(t){return\"rotate(\"+t+\")\"}e.exports=function(t,e){return new P(t,e)},O.plot=function(t,e){var r=e[this.id];this._hasClipOnAxisFalse=!1;for(var n=0;n<t.length;n++){if(!1===t[n][0].trace.cliponaxis){this._hasClipOnAxisFalse=!0;break}}this.updateLayers(e,r),this.updateLayout(e,r),c.generalUpdatePerTraceModule(this.gd,this,t,r),this.updateFx(e,r)},O.updateLayers=function(t,e){var r=this.layers,a=e.radialaxis,i=e.angularaxis,o=M.layerNames,s=o.indexOf(\"frontplot\"),l=o.slice(0,s),c=\"below traces\"===i.layer,u=\"below traces\"===a.layer;c&&l.push(\"angular-line\"),u&&l.push(\"radial-line\"),c&&l.push(\"angular-axis\"),u&&l.push(\"radial-axis\"),l.push(\"frontplot\"),c||l.push(\"angular-line\"),u||l.push(\"radial-line\"),c||l.push(\"angular-axis\"),u||l.push(\"radial-axis\");var h=this.framework.selectAll(\".polarsublayer\").data(l,String);h.enter().append(\"g\").attr(\"class\",function(t){return\"polarsublayer \"+t}).each(function(t){var e=r[t]=n.select(this);switch(t){case\"frontplot\":e.append(\"g\").classed(\"barlayer\",!0),e.append(\"g\").classed(\"scatterlayer\",!0);break;case\"backplot\":e.append(\"g\").classed(\"maplayer\",!0);break;case\"plotbg\":r.bg=e.append(\"path\");break;case\"radial-grid\":case\"angular-grid\":e.style(\"fill\",\"none\");break;case\"radial-line\":e.append(\"line\").style(\"fill\",\"none\");break;case\"angular-line\":e.append(\"path\").style(\"fill\",\"none\")}}),h.order()},O.updateLayout=function(t,e){var r=this.layers,n=t._size,a=e.radialaxis,i=e.angularaxis,o=e.domain.x,c=e.domain.y;this.xOffset=n.l+n.w*o[0],this.yOffset=n.t+n.h*(1-c[1]);var u=this.xLength=n.w*(o[1]-o[0]),h=this.yLength=n.h*(c[1]-c[0]),f=e.sector;this.sectorInRad=f.map(L);var p,d,g,v,m,y=this.sectorBBox=function(t){var e,r,n,a,i=t[0],o=t[1]-i,s=E(i,360),l=s+o,c=Math.cos(L(s)),u=Math.sin(L(s)),h=Math.cos(L(l)),f=Math.sin(L(l));a=s<=90&&l>=90||s>90&&l>=450?1:u<=0&&f<=0?0:Math.max(u,f);e=s<=180&&l>=180||s>180&&l>=540?-1:c>=0&&h>=0?0:Math.min(c,h);r=s<=270&&l>=270||s>270&&l>=630?-1:u>=0&&f>=0?0:Math.min(u,f);n=l>=360?1:c<=0&&h<=0?0:Math.max(c,h);return[e,r,n,a]}(f),x=y[2]-y[0],b=y[3]-y[1],_=h/u,w=Math.abs(b/x);_>w?(p=u,m=(h-(d=u*w))/n.h/2,g=[o[0],o[1]],v=[c[0]+m,c[1]-m]):(d=h,m=(u-(p=h/w))/n.w/2,g=[o[0]+m,o[1]-m],v=[c[0],c[1]]),this.xLength2=p,this.yLength2=d,this.xDomain2=g,this.yDomain2=v;var k=this.xOffset2=n.l+n.w*g[0],T=this.yOffset2=n.t+n.h*(1-v[1]),M=this.radius=p/x,A=this.innerRadius=e.hole*M,S=this.cx=k-M*y[0],C=this.cy=T+M*y[3],P=this.cxx=S-k,O=this.cyy=C-T;this.radialAxis=this.mockAxis(t,e,a,{_id:\"x\",side:{counterclockwise:\"top\",clockwise:\"bottom\"}[a.side],domain:[A/n.w,M/n.w]}),this.angularAxis=this.mockAxis(t,e,i,{side:\"right\",domain:[0,Math.PI],autorange:!1}),this.doAutoRange(t,e),this.updateAngularAxis(t,e),this.updateRadialAxis(t,e),this.updateRadialAxisTitle(t,e),this.xaxis=this.mockCartesianAxis(t,e,{_id:\"x\",domain:g}),this.yaxis=this.mockCartesianAxis(t,e,{_id:\"y\",domain:v});var z=this.pathSubplot();this.clipPaths.forTraces.select(\"path\").attr(\"d\",z).attr(\"transform\",R(P,O)),r.frontplot.attr(\"transform\",R(k,T)).call(l.setClipUrl,this._hasClipOnAxisFalse?null:this.clipIds.forTraces,this.gd),r.bg.attr(\"d\",z).attr(\"transform\",R(S,C)).call(s.fill,e.bgcolor)},O.mockAxis=function(t,e,r,n){var a=o.extendFlat({},r,n);return 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v=function(t){return\"translate(\"+(d.l2p(t.x)+l)+\",0)\"},m=z(f);if(r.radialTickLayout!==m&&(a[\"radial-axis\"].selectAll(\".xtick\").remove(),r.radialTickLayout=m),g){d.setScale();var y=u.calcTicks(d),x=u.clipEnds(d,y),b=u.getTickSigns(d)[2];u.drawTicks(n,d,{vals:y,layer:a[\"radial-axis\"],path:u.makeTickPath(d,0,b),transFn:v,crisp:!1}),u.drawGrid(n,d,{vals:x,layer:a[\"radial-grid\"],path:function(t){return r.pathArc(d.r2p(t.x)+l)},transFn:o.noop,crisp:!1}),u.drawLabels(n,d,{vals:y,layer:a[\"radial-axis\"],transFn:v,labelFns:u.makeLabelFns(d,0)})}var _=r.radialAxisAngle=r.vangles?C(I(L(f.angle),r.vangles)):f.angle,w=R(c,h),k=w+F(-_);D(a[\"radial-axis\"],g&&(f.showticklabels||f.ticks),{transform:k}),D(a[\"radial-grid\"],g&&f.showgrid,{transform:w}),D(a[\"radial-line\"].select(\"line\"),g&&f.showline,{x1:l,y1:0,x2:i,y2:0,transform:k}).attr(\"stroke-width\",f.linewidth).call(s.stroke,f.linecolor)},O.updateRadialAxisTitle=function(t,e,r){var 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e}r.hovertemplateAttrs=function(t,e){t=t||{};n(e=e||{});var r={valType:\"string\",dflt:\"\",editType:t.editType||\"none\"};return!1!==t.arrayOk&&(r.arrayOk=!0),r},r.texttemplateAttrs=function(t,e){t=t||{};n(e=e||{});var r={valType:\"string\",dflt:\"\",editType:t.editType||\"calc\"};return!1!==t.arrayOk&&(r.arrayOk=!0),r}},{\"../constants/docs\":688}],842:[function(t,e,r){\"use strict\";var n=t(\"./ternary\"),a=t(\"../../plots/get_data\").getSubplotCalcData,i=t(\"../../lib\").counterRegex;r.name=\"ternary\";var o=r.attr=\"subplot\";r.idRoot=\"ternary\",r.idRegex=r.attrRegex=i(\"ternary\"),(r.attributes={})[o]={valType:\"subplotid\",dflt:\"ternary\",editType:\"calc\"},r.layoutAttributes=t(\"./layout_attributes\"),r.supplyLayoutDefaults=t(\"./layout_defaults\"),r.plot=function(t){for(var e=t._fullLayout,r=t.calcdata,i=e._subplots.ternary,o=0;o<i.length;o++){var s=i[o],l=a(r,\"ternary\",s),c=e[s]._subplot;c||(c=new 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n=t(\"../../components/color/attributes\"),a=t(\"../domain\").attributes,i=t(\"../cartesian/layout_attributes\"),o=t(\"../../plot_api/edit_types\").overrideAll,s=t(\"../../lib/extend\").extendFlat,l={title:{text:i.title.text,font:i.title.font},color:i.color,tickmode:i.tickmode,nticks:s({},i.nticks,{dflt:6,min:1}),tick0:i.tick0,dtick:i.dtick,tickvals:i.tickvals,ticktext:i.ticktext,ticks:i.ticks,ticklen:i.ticklen,tickwidth:i.tickwidth,tickcolor:i.tickcolor,showticklabels:i.showticklabels,showtickprefix:i.showtickprefix,tickprefix:i.tickprefix,showticksuffix:i.showticksuffix,ticksuffix:i.ticksuffix,showexponent:i.showexponent,exponentformat:i.exponentformat,separatethousands:i.separatethousands,tickfont:i.tickfont,tickangle:i.tickangle,tickformat:i.tickformat,tickformatstops:i.tickformatstops,hoverformat:i.hoverformat,showline:s({},i.showline,{dflt:!0}),linecolor:i.linecolor,linewidth:i.linewidth,showgrid:s({},i.showgrid,{dflt:!0}),gridcolor:i.gridcolor,gridwidth:i.gridwidth,layer:i.layer,min:{valType:\"number\",dflt:0,min:0},_deprecated:{title:i._deprecated.title,titlefont:i._deprecated.titlefont}},c=e.exports=o({domain:a({name:\"ternary\"}),bgcolor:{valType:\"color\",dflt:n.background},sum:{valType:\"number\",dflt:1,min:0},aaxis:l,baxis:l,caxis:l},\"plot\",\"from-root\");c.uirevision={valType:\"any\",editType:\"none\"},c.aaxis.uirevision=c.baxis.uirevision=c.caxis.uirevision={valType:\"any\",editType:\"none\"}},{\"../../components/color/attributes\":591,\"../../lib/extend\":708,\"../../plot_api/edit_types\":748,\"../cartesian/layout_attributes\":777,\"../domain\":790}],844:[function(t,e,r){\"use 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n=t(\"d3\"),a=t(\"tinycolor2\"),i=t(\"../../registry\"),o=t(\"../../lib\"),s=o._,l=t(\"../../components/color\"),c=t(\"../../components/drawing\"),u=t(\"../cartesian/set_convert\"),h=t(\"../../lib/extend\").extendFlat,f=t(\"../plots\"),p=t(\"../cartesian/axes\"),d=t(\"../../components/dragelement\"),g=t(\"../../components/fx\"),v=t(\"../../components/titles\"),m=t(\"../cartesian/select\").prepSelect,y=t(\"../cartesian/select\").selectOnClick,x=t(\"../cartesian/select\").clearSelect,b=t(\"../cartesian/constants\");function _(t,e){this.id=t.id,this.graphDiv=t.graphDiv,this.init(e),this.makeFramework(e),this.aTickLayout=null,this.bTickLayout=null,this.cTickLayout=null}e.exports=_;var w=_.prototype;w.init=function(t){this.container=t._ternarylayer,this.defs=t._defs,this.layoutId=t._uid,this.traceHash={},this.layers={}},w.plot=function(t,e){var r=e[this.id],n=e._size;this._hasClipOnAxisFalse=!1;for(var a=0;a<t.length;a++){if(!1===t[a][0].trace.cliponaxis){this._hasClipOnAxisFalse=!0;break}}this.updateLayers(r),this.adjustLayout(r,n),f.generalUpdatePerTraceModule(this.graphDiv,this,t,r),this.layers.plotbg.select(\"path\").call(l.fill,r.bgcolor)},w.makeFramework=function(t){var e=this.graphDiv,r=t[this.id],n=this.clipId=\"clip\"+this.layoutId+this.id,a=this.clipIdRelative=\"clip-relative\"+this.layoutId+this.id;this.clipDef=o.ensureSingleById(t._clips,\"clipPath\",n,function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")}),this.clipDefRelative=o.ensureSingleById(t._clips,\"clipPath\",a,function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")}),this.plotContainer=o.ensureSingle(this.container,\"g\",this.id),this.updateLayers(r),c.setClipUrl(this.layers.backplot,n,e),c.setClipUrl(this.layers.grids,n,e)},w.updateLayers=function(t){var e=this.layers,r=[\"draglayer\",\"plotbg\",\"backplot\",\"grids\"];\"below traces\"===t.aaxis.layer&&r.push(\"aaxis\",\"aline\"),\"below 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r,n,a,i,o,s,f=this,p=t.domain,d=(p.x[0]+p.x[1])/2,g=(p.y[0]+p.y[1])/2,v=p.x[1]-p.x[0],m=p.y[1]-p.y[0],y=v*e.w,x=m*e.h,b=t.sum,_=t.aaxis.min,w=t.baxis.min,T=t.caxis.min;y>k*x?a=(i=x)*k:i=(a=y)/k,o=v*a/y,s=m*i/x,r=e.l+e.w*d-a/2,n=e.t+e.h*(1-g)-i/2,f.x0=r,f.y0=n,f.w=a,f.h=i,f.sum=b,f.xaxis={type:\"linear\",range:[_+2*T-b,b-_-2*w],domain:[d-o/2,d+o/2],_id:\"x\"},u(f.xaxis,f.graphDiv._fullLayout),f.xaxis.setScale(),f.xaxis.isPtWithinRange=function(t){return t.a>=f.aaxis.range[0]&&t.a<=f.aaxis.range[1]&&t.b>=f.baxis.range[1]&&t.b<=f.baxis.range[0]&&t.c>=f.caxis.range[1]&&t.c<=f.caxis.range[0]},f.yaxis={type:\"linear\",range:[_,b-w-T],domain:[g-s/2,g+s/2],_id:\"y\"},u(f.yaxis,f.graphDiv._fullLayout),f.yaxis.setScale(),f.yaxis.isPtWithinRange=function(){return!0};var M=f.yaxis.domain[0],A=f.aaxis=h({},t.aaxis,{range:[_,b-w-T],side:\"left\",tickangle:(+t.aaxis.tickangle||0)-30,domain:[M,M+s*k],anchor:\"free\",position:0,_id:\"y\",_length:a});u(A,f.graphDiv._fullLayout),A.setScale();var 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T=b.MINZOOM/2+.87,M=\"m-0.87,.5h\"+T+\"v3h-\"+(T+5.2)+\"l\"+(T/2+2.6)+\",-\"+(.87*T+4.5)+\"l2.6,1.5l-\"+T/2+\",\"+.87*T+\"Z\",A=\"m0.87,.5h-\"+T+\"v3h\"+(T+5.2)+\"l-\"+(T/2+2.6)+\",-\"+(.87*T+4.5)+\"l-2.6,1.5l\"+T/2+\",\"+.87*T+\"Z\",S=\"m0,1l\"+T/2+\",\"+.87*T+\"l2.6,-1.5l-\"+(T/2+2.6)+\",-\"+(.87*T+4.5)+\"l-\"+(T/2+2.6)+\",\"+(.87*T+4.5)+\"l2.6,1.5l\"+T/2+\",-\"+.87*T+\"Z\",E=\"m0.5,0.5h5v-2h-5v-5h-2v5h-5v2h5v5h2Z\",L=!0;function C(t){n.select(t).selectAll(\".zoombox,.js-zoombox-backdrop,.js-zoombox-menu,.zoombox-corners\").remove()}w.initInteractions=function(){var t,e,r,n,u,h,f,p,v,_,w=this,T=w.layers.plotbg.select(\"path\").node(),P=w.graphDiv,O=P._fullLayout._zoomlayer,z={element:T,gd:P,plotinfo:{id:w.id,xaxis:w.xaxis,yaxis:w.yaxis},subplot:w.id,prepFn:function(i,o,s){z.xaxes=[w.xaxis],z.yaxes=[w.yaxis];var c=P._fullLayout.dragmode;z.minDrag=\"lasso\"===c?1:void 0,\"zoom\"===c?(z.moveFn=N,z.clickFn=D,z.doneFn=j,function(i,o,s){var 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n=t(\"../choropleth/attributes\"),a=t(\"../../components/colorscale/attributes\"),i=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../../plots/attributes\"),s=t(\"../../lib/extend\").extendFlat;e.exports=s({locations:{valType:\"data_array\",editType:\"calc\"},z:{valType:\"data_array\",editType:\"calc\"},geojson:{valType:\"any\",editType:\"calc\"},featureidkey:s({},n.featureidkey,{}),below:{valType:\"string\",editType:\"plot\"},text:n.text,hovertext:n.hovertext,marker:{line:{color:s({},n.marker.line.color,{editType:\"plot\"}),width:s({},n.marker.line.width,{editType:\"plot\"}),editType:\"calc\"},opacity:s({},n.marker.opacity,{editType:\"plot\"}),editType:\"calc\"},selected:{marker:{opacity:s({},n.selected.marker.opacity,{editType:\"plot\"}),editType:\"plot\"},editType:\"plot\"},unselected:{marker:{opacity:s({},n.unselected.marker.opacity,{editType:\"plot\"}),editType:\"plot\"},editType:\"plot\"},hoverinfo:n.hoverinfo,hovertemplate:i({},{keys:[\"properties\"]}),showlegend:s({},o.showlegend,{dflt:!1})},a(\"\",{cLetter:\"z\",editTypeOverride:\"calc\"}))},{\"../../components/colorscale/attributes\":599,\"../../lib/extend\":708,\"../../plots/attributes\":762,\"../../plots/template_attributes\":841,\"../choropleth/attributes\":924}],934:[function(t,e,r){\"use 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n=t(\"../pie/attributes\"),a=t(\"../../plots/attributes\"),i=t(\"../../plots/domain\").attributes,o=t(\"../../plots/template_attributes\").hovertemplateAttrs,s=t(\"../../plots/template_attributes\").texttemplateAttrs,l=t(\"../../lib/extend\").extendFlat;e.exports={labels:n.labels,label0:n.label0,dlabel:n.dlabel,values:n.values,marker:{colors:n.marker.colors,line:{color:l({},n.marker.line.color,{dflt:null}),width:l({},n.marker.line.width,{dflt:1}),editType:\"calc\"},editType:\"calc\"},text:n.text,hovertext:n.hovertext,scalegroup:l({},n.scalegroup,{}),textinfo:l({},n.textinfo,{flags:[\"label\",\"text\",\"value\",\"percent\"]}),texttemplate:s({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"text\",\"percent\"]}),hoverinfo:l({},a.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:o({},{keys:[\"label\",\"color\",\"value\",\"text\",\"percent\"]}),textposition:l({},n.textposition,{values:[\"inside\",\"none\"],dflt:\"inside\"}),textfont:n.textfont,insidetextfont:n.insidetextfont,title:{text:n.title.text,font:n.title.font,position:l({},n.title.position,{values:[\"top 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e.visible=!1}},{\"../../lib\":717,\"../../plots/domain\":790,\"../bar/defaults\":860,\"../pie/defaults\":1097,\"./attributes\":991}],995:[function(t,e,r){\"use strict\";e.exports={moduleType:\"trace\",name:\"funnelarea\",basePlotModule:t(\"./base_plot\"),categories:[\"pie-like\",\"funnelarea\",\"showLegend\"],attributes:t(\"./attributes\"),layoutAttributes:t(\"./layout_attributes\"),supplyDefaults:t(\"./defaults\"),supplyLayoutDefaults:t(\"./layout_defaults\"),calc:t(\"./calc\").calc,crossTraceCalc:t(\"./calc\").crossTraceCalc,plot:t(\"./plot\"),style:t(\"./style\"),styleOne:t(\"../pie/style_one\"),meta:{}}},{\"../pie/style_one\":1105,\"./attributes\":991,\"./base_plot\":992,\"./calc\":993,\"./defaults\":994,\"./layout_attributes\":996,\"./layout_defaults\":997,\"./plot\":998,\"./style\":999}],996:[function(t,e,r){\"use strict\";var n=t(\"../pie/layout_attributes\").hiddenlabels;e.exports={hiddenlabels:n,funnelareacolorway:{valType:\"colorlist\",editType:\"calc\"},extendfunnelareacolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},{\"../pie/layout_attributes\":1101}],997:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"./layout_attributes\");e.exports=function(t,e){function r(r,i){return n.coerce(t,e,a,r,i)}r(\"hiddenlabels\"),r(\"funnelareacolorway\",e.colorway),r(\"extendfunnelareacolors\")}},{\"../../lib\":717,\"./layout_attributes\":996}],998:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../components/drawing\"),i=t(\"../../lib\"),o=t(\"../../lib/svg_text_utils\"),s=t(\"../bar/plot\").toMoveInsideBar,l=t(\"../bar/uniform_text\"),c=l.recordMinTextSize,u=l.clearMinTextSize,h=t(\"../pie/helpers\"),f=t(\"../pie/plot\"),p=f.attachFxHandlers,d=f.determineInsideTextFont,g=f.layoutAreas,v=f.prerenderTitles,m=f.positionTitleOutside,y=f.formatSliceLabel;function 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M=p[T+=1][0],A=p[T][1];f.TL=[-M,A],f.TR=[M,A],f.BL=w,f.BR=k,f.pxmid=(S=f.TR,E=f.BR,[.5*(S[0]+E[0]),.5*(S[1]+E[1])]),w=f.TL,k=f.TR}var S,E}(e),l.each(function(){var l=n.select(this).selectAll(\"g.slice\").data(e);l.enter().append(\"g\").classed(\"slice\",!0),l.exit().remove(),l.each(function(l,g){if(l.hidden)n.select(this).selectAll(\"path,g\").remove();else{l.pointNumber=l.i,l.curveNumber=f.index;var v=u.cx,m=u.cy,b=n.select(this),_=b.selectAll(\"path.surface\").data([l]);_.enter().append(\"path\").classed(\"surface\",!0).style({\"pointer-events\":\"all\"}),b.call(p,t,e);var w=\"M\"+(v+l.TR[0])+\",\"+(m+l.TR[1])+x(l.TR,l.BR)+x(l.BR,l.BL)+x(l.BL,l.TL)+\"Z\";_.attr(\"d\",w),y(t,l,u);var k=h.castOption(f.textposition,l.pts),T=b.selectAll(\"g.slicetext\").data(l.text&&\"none\"!==k?[0]:[]);T.enter().append(\"g\").classed(\"slicetext\",!0),T.exit().remove(),T.each(function(){var u=i.ensureSingle(n.select(this),\"text\",\"\",function(t){t.attr(\"data-notex\",1)}),h=i.ensureUniformFontSize(t,d(f,l,r.font));u.text(l.text).attr({class:\"slicetext\",transform:\"\",\"text-anchor\":\"middle\"}).call(a.font,h).call(o.convertToTspans,t);var p,y,x,b=a.bBox(u.node()),_=Math.min(l.BL[1],l.BR[1])+m,w=Math.max(l.TL[1],l.TR[1])+m;y=Math.max(l.TL[0],l.BL[0])+v,x=Math.min(l.TR[0],l.BR[0])+v,(p=s(y,x,_,w,b,{isHorizontal:!0,constrained:!0,angle:0,anchor:\"middle\"})).fontSize=h.size,c(f.type,p,r),e[g].transform=p,u.attr(\"transform\",i.getTextTransform(p))})}});var g=n.select(this).selectAll(\"g.titletext\").data(f.title.text?[0]:[]);g.enter().append(\"g\").classed(\"titletext\",!0),g.exit().remove(),g.each(function(){var e=i.ensureSingle(n.select(this),\"text\",\"\",function(t){t.attr(\"data-notex\",1)}),s=f.title.text;f._meta&&(s=i.templateString(s,f._meta)),e.text(s).attr({class:\"titletext\",transform:\"\",\"text-anchor\":\"middle\"}).call(a.font,f.title.font).call(o.convertToTspans,t);var l=m(u,r._size);e.attr(\"transform\",\"translate(\"+l.x+\",\"+l.y+\")\"+(l.scale<1?\"scale(\"+l.scale+\")\":\"\")+\"translate(\"+l.tx+\",\"+l.ty+\")\")})})})}},{\"../../components/drawing\":613,\"../../lib\":717,\"../../lib/svg_text_utils\":741,\"../bar/plot\":867,\"../bar/uniform_text\":872,\"../pie/helpers\":1099,\"../pie/plot\":1103,d3:165}],999:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../pie/style_one\"),i=t(\"../bar/uniform_text\").resizeText;e.exports=function(t){var e=t._fullLayout._funnelarealayer.selectAll(\".trace\");i(t,e,\"funnelarea\"),e.each(function(t){var 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n=t(\"../scatter/attributes\"),a=t(\"../../plots/attributes\"),i=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../../components/colorscale/attributes\"),s=(t(\"../../constants/docs\").FORMAT_LINK,t(\"../../lib/extend\").extendFlat);e.exports=s({z:{valType:\"data_array\",editType:\"calc\"},x:s({},n.x,{impliedEdits:{xtype:\"array\"}}),x0:s({},n.x0,{impliedEdits:{xtype:\"scaled\"}}),dx:s({},n.dx,{impliedEdits:{xtype:\"scaled\"}}),y:s({},n.y,{impliedEdits:{ytype:\"array\"}}),y0:s({},n.y0,{impliedEdits:{ytype:\"scaled\"}}),dy:s({},n.dy,{impliedEdits:{ytype:\"scaled\"}}),text:{valType:\"data_array\",editType:\"calc\"},hovertext:{valType:\"data_array\",editType:\"calc\"},transpose:{valType:\"boolean\",dflt:!1,editType:\"calc\"},xtype:{valType:\"enumerated\",values:[\"array\",\"scaled\"],editType:\"calc+clearAxisTypes\"},ytype:{valType:\"enumerated\",values:[\"array\",\"scaled\"],editType:\"calc+clearAxisTypes\"},zsmooth:{valType:\"enumerated\",values:[\"fast\",\"best\",!1],dflt:!1,editType:\"calc\"},hoverongaps:{valType:\"boolean\",dflt:!0,editType:\"none\"},connectgaps:{valType:\"boolean\",editType:\"calc\"},xgap:{valType:\"number\",dflt:0,min:0,editType:\"plot\"},ygap:{valType:\"number\",dflt:0,min:0,editType:\"plot\"},zhoverformat:{valType:\"string\",dflt:\"\",editType:\"none\"},hovertemplate:i(),showlegend:s({},a.showlegend,{dflt:!1})},{transforms:void 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h,M,A,S,E,L=e[0].trace,C=n.select(this),P=L._hasGauge,O=L._isAngular,z=L._isBullet,I=L.domain,D={w:p._size.w*(I.x[1]-I.x[0]),h:p._size.h*(I.y[1]-I.y[0]),l:p._size.l+p._size.w*I.x[0],r:p._size.r+p._size.w*(1-I.x[1]),t:p._size.t+p._size.h*(1-I.y[1]),b:p._size.b+p._size.h*I.y[0]},R=D.l+D.w/2,F=D.t+D.h/2,B=Math.min(D.w/2,D.h),N=l.innerRadius*B,j=L.align||\"center\";if(M=F,P){if(O&&(h=R,M=F+B/2,A=function(t){return e=t,r=.9*N,n=Math.sqrt(e.width/2*(e.width/2)+e.height*e.height),[r/n,e,r];var e,r,n}),z){var V=l.bulletPadding,U=1-l.bulletNumberDomainSize+V;h=D.l+(U+(1-U)*v[j])*D.w,A=function(t){return w(t,(l.bulletNumberDomainSize-V)*D.w,D.h)}}}else h=D.l+v[j]*D.w,A=function(t){return w(t,D.w,D.h)};!function(t,e,r,i){var o,l,h,f=r[0].trace,p=i.numbersX,x=i.numbersY,w=f.align||\"center\",M=g[w],A=i.transitionOpts,S=i.onComplete,E=a.ensureSingle(e,\"g\",\"numbers\"),L=[];f._hasNumber&&L.push(\"number\");f._hasDelta&&(L.push(\"delta\"),\"left\"===f.delta.position&&L.reverse());var C=E.selectAll(\"text\").data(L);function P(e,r,n,a){if(!e.match(\"s\")||n>=0==a>=0||r(n).slice(-1).match(m)||r(a).slice(-1).match(m))return r;var i=e.slice().replace(\"s\",\"f\").replace(/\\d+/,function(t){return parseInt(t)-1}),o=b(t,{tickformat:i});return function(t){return Math.abs(t)<1?u.tickText(o,t).text:r(t)}}C.enter().append(\"text\"),C.attr(\"text-anchor\",function(){return M}).attr(\"class\",function(t){return t}).attr(\"x\",null).attr(\"y\",null).attr(\"dx\",null).attr(\"dy\",null),C.exit().remove();var O,z=f.mode+f.align;f._hasDelta&&(O=function(){var e=b(t,{tickformat:f.delta.valueformat},f._range);e.setScale(),u.prepTicks(e);var a=function(t){return u.tickText(e,t).text},i=function(t){var e=f.delta.relative?t.relativeDelta:t.delta;return e},o=function(t,e){return 0===t||\"number\"!=typeof t||isNaN(t)?\"-\":(t>0?f.delta.increasing.symbol:f.delta.decreasing.symbol)+e(t)},h=function(t){return t.delta>=0?f.delta.increasing.color:f.delta.decreasing.color};void 0===f._deltaLastValue&&(f._deltaLastValue=i(r[0]));var p=E.select(\"text.delta\");function g(){p.text(o(i(r[0]),a)).call(d.fill,h(r[0])).call(c.convertToTspans,t)}p.call(s.font,f.delta.font).call(d.fill,h({delta:f._deltaLastValue})),y(A)?p.transition().duration(A.duration).ease(A.easing).tween(\"text\",function(){var t=n.select(this),e=i(r[0]),s=f._deltaLastValue,l=P(f.delta.valueformat,a,s,e),c=n.interpolateNumber(s,e);return f._deltaLastValue=e,function(e){t.text(o(c(e),l)),t.call(d.fill,h({delta:c(e)}))}}).each(\"end\",function(){g(),S&&S()}).each(\"interrupt\",function(){g(),S&&S()}):g();return l=k(o(i(r[0]),a),f.delta.font,M,t),p}(),z+=f.delta.position+f.delta.font.size+f.delta.font.family+f.delta.valueformat,z+=f.delta.increasing.symbol+f.delta.decreasing.symbol,h=l);f._hasNumber&&(!function(){var e=b(t,{tickformat:f.number.valueformat},f._range);e.setScale(),u.prepTicks(e);var a=function(t){return u.tickText(e,t).text},i=f.number.suffix,l=f.number.prefix,h=E.select(\"text.number\");function p(){var e=\"number\"==typeof r[0].y?l+a(r[0].y)+i:\"-\";h.text(e).call(s.font,f.number.font).call(c.convertToTspans,t)}y(A)?h.transition().duration(A.duration).ease(A.easing).each(\"end\",function(){p(),S&&S()}).each(\"interrupt\",function(){p(),S&&S()}).attrTween(\"text\",function(){var t=n.select(this),e=n.interpolateNumber(r[0].lastY,r[0].y);f._lastValue=r[0].y;var o=P(f.number.valueformat,a,r[0].lastY,r[0].y);return function(r){t.text(l+o(e(r))+i)}}):p();o=k(l+a(r[0].y)+i,f.number.font,M,t)}(),z+=f.number.font.size+f.number.font.family+f.number.valueformat+f.number.suffix+f.number.prefix,h=o);if(f._hasDelta&&f._hasNumber){var I,D,R=[(o.left+o.right)/2,(o.top+o.bottom)/2],F=[(l.left+l.right)/2,(l.top+l.bottom)/2],B=.75*f.delta.font.size;\"left\"===f.delta.position&&(I=T(f,\"deltaPos\",0,-1*(o.width*v[f.align]+l.width*(1-v[f.align])+B),z,Math.min),D=R[1]-F[1],h={width:o.width+l.width+B,height:Math.max(o.height,l.height),left:l.left+I,right:o.right,top:Math.min(o.top,l.top+D),bottom:Math.max(o.bottom,l.bottom+D)}),\"right\"===f.delta.position&&(I=T(f,\"deltaPos\",0,o.width*(1-v[f.align])+l.width*v[f.align]+B,z,Math.max),D=R[1]-F[1],h={width:o.width+l.width+B,height:Math.max(o.height,l.height),left:o.left,right:l.right+I,top:Math.min(o.top,l.top+D),bottom:Math.max(o.bottom,l.bottom+D)}),\"bottom\"===f.delta.position&&(I=null,D=l.height,h={width:Math.max(o.width,l.width),height:o.height+l.height,left:Math.min(o.left,l.left),right:Math.max(o.right,l.right),top:o.bottom-o.height,bottom:o.bottom+l.height}),\"top\"===f.delta.position&&(I=null,D=o.top,h={width:Math.max(o.width,l.width),height:o.height+l.height,left:Math.min(o.left,l.left),right:Math.max(o.right,l.right),top:o.bottom-o.height-l.height,bottom:o.bottom}),O.attr({dx:I,dy:D})}(f._hasNumber||f._hasDelta)&&E.attr(\"transform\",function(){var t=i.numbersScaler(h);z+=t[2];var e,r=T(f,\"numbersScale\",1,t[0],z,Math.min);f._scaleNumbers||(r=1),e=f._isAngular?x-r*h.bottom:x-r*(h.top+h.bottom)/2,f._numbersTop=r*h.top+e;var n=h[w];\"center\"===w&&(n=(h.left+h.right)/2);var a=p-r*n;return _(a=T(f,\"numbersTranslate\",0,a,z,Math.max),e)+\" scale(\"+r+\")\"})}(t,C,e,{numbersX:h,numbersY:M,numbersScaler:A,transitionOpts:r,onComplete:f}),P&&(S={range:L.gauge.axis.range,color:L.gauge.bgcolor,line:{color:L.gauge.bordercolor,width:0},thickness:1},E={range:L.gauge.axis.range,color:\"rgba(0, 0, 0, 0)\",line:{color:L.gauge.bordercolor,width:L.gauge.borderwidth},thickness:1});var q=C.selectAll(\"g.angular\").data(O?e:[]);q.exit().remove();var H=C.selectAll(\"g.angularaxis\").data(O?e:[]);H.exit().remove(),O&&function(t,e,r,a){var s,l,c,h,f=r[0].trace,p=a.size,d=a.radius,g=a.innerRadius,v=a.gaugeBg,m=a.gaugeOutline,w=[p.l+p.w/2,p.t+p.h/2+d/2],k=a.gauge,T=a.layer,M=a.transitionOpts,A=a.onComplete,S=Math.PI/2;function E(t){var e=f.gauge.axis.range[0],r=f.gauge.axis.range[1],n=(t-e)/(r-e)*Math.PI-S;return n<-S?-S:n>S?S:n}function L(t){return n.svg.arc().innerRadius((g+d)/2-t/2*(d-g)).outerRadius((g+d)/2+t/2*(d-g)).startAngle(-S)}function C(t){t.attr(\"d\",function(t){return L(t.thickness).startAngle(E(t.range[0])).endAngle(E(t.range[1]))()})}k.enter().append(\"g\").classed(\"angular\",!0),k.attr(\"transform\",_(w[0],w[1])),T.enter().append(\"g\").classed(\"angularaxis\",!0).classed(\"crisp\",!0),T.selectAll(\"g.xangularaxistick,path,text\").remove(),(s=b(t,f.gauge.axis)).type=\"linear\",s.range=f.gauge.axis.range,s._id=\"xangularaxis\",s.setScale();var P=function(t){return(s.range[0]-t.x)/(s.range[1]-s.range[0])*Math.PI+Math.PI},O={},z=u.makeLabelFns(s,0).labelStandoff;O.xFn=function(t){var e=P(t);return Math.cos(e)*z},O.yFn=function(t){var e=P(t),r=Math.sin(e)>0?.2:1;return-Math.sin(e)*(z+t.fontSize*r)+Math.abs(Math.cos(e))*(t.fontSize*o)},O.anchorFn=function(t){var e=P(t),r=Math.cos(e);return 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j=N.select(\"path\");y(M)?(j.transition().duration(M.duration).ease(M.easing).each(\"end\",function(){A&&A()}).each(\"interrupt\",function(){A&&A()}).attrTween(\"d\",(V=B,U=E(r[0].lastY),q=E(r[0].y),function(){var t=n.interpolate(U,q);return function(e){return V.endAngle(t(e))()}})),f._lastValue=r[0].y):j.attr(\"d\",\"number\"==typeof r[0].y?B.endAngle(E(r[0].y)):\"M0,0Z\");var V,U,q;j.call(x),N.exit().remove(),R=[];var H=f.gauge.threshold.value;H&&R.push({range:[H,H],color:f.gauge.threshold.color,line:{color:f.gauge.threshold.line.color,width:f.gauge.threshold.line.width},thickness:f.gauge.threshold.thickness});var G=k.selectAll(\"g.threshold-arc\").data(R);G.enter().append(\"g\").classed(\"threshold-arc\",!0).append(\"path\"),G.select(\"path\").call(C).call(x),G.exit().remove();var Y=k.selectAll(\"g.gauge-outline\").data([m]);Y.enter().append(\"g\").classed(\"gauge-outline\",!0).append(\"path\"),Y.select(\"path\").call(C).call(x),Y.exit().remove()}(t,0,e,{radius:B,innerRadius:N,gauge:q,layer:H,size:D,gaugeBg:S,gaugeOutline:E,transitionOpts:r,onComplete:f});var G=C.selectAll(\"g.bullet\").data(z?e:[]);G.exit().remove();var Y=C.selectAll(\"g.bulletaxis\").data(z?e:[]);Y.exit().remove(),z&&function(t,e,r,n){var a,i,o,s,c,h=r[0].trace,f=n.gauge,p=n.layer,g=n.gaugeBg,v=n.gaugeOutline,m=n.size,_=h.domain,w=n.transitionOpts,k=n.onComplete;f.enter().append(\"g\").classed(\"bullet\",!0),f.attr(\"transform\",\"translate(\"+m.l+\", \"+m.t+\")\"),p.enter().append(\"g\").classed(\"bulletaxis\",!0).classed(\"crisp\",!0),p.selectAll(\"g.xbulletaxistick,path,text\").remove();var T=m.h,M=h.gauge.bar.thickness*T,A=_.x[0],S=_.x[0]+(_.x[1]-_.x[0])*(h._hasNumber||h._hasDelta?1-l.bulletNumberDomainSize:1);(a=b(t,h.gauge.axis))._id=\"xbulletaxis\",a.domain=[A,S],a.setScale(),i=u.calcTicks(a),o=u.makeTransFn(a),s=u.getTickSigns(a)[2],c=m.t+m.h,a.visible&&(u.drawTicks(t,a,{vals:\"inside\"===a.ticks?u.clipEnds(a,i):i,layer:p,path:u.makeTickPath(a,c,s),transFn:o}),u.drawLabels(t,a,{vals:i,layer:p,transFn:o,labelFns:u.makeLabelFns(a,c)}));function E(t){t.attr(\"width\",function(t){return Math.max(0,a.c2p(t.range[1])-a.c2p(t.range[0]))}).attr(\"x\",function(t){return a.c2p(t.range[0])}).attr(\"y\",function(t){return.5*(1-t.thickness)*T}).attr(\"height\",function(t){return t.thickness*T})}var L=[g].concat(h.gauge.steps),C=f.selectAll(\"g.bg-bullet\").data(L);C.enter().append(\"g\").classed(\"bg-bullet\",!0).append(\"rect\"),C.select(\"rect\").call(E).call(x),C.exit().remove();var P=f.selectAll(\"g.value-bullet\").data([h.gauge.bar]);P.enter().append(\"g\").classed(\"value-bullet\",!0).append(\"rect\"),P.select(\"rect\").attr(\"height\",M).attr(\"y\",(T-M)/2).call(x),y(w)?P.select(\"rect\").transition().duration(w.duration).ease(w.easing).each(\"end\",function(){k&&k()}).each(\"interrupt\",function(){k&&k()}).attr(\"width\",Math.max(0,a.c2p(Math.min(h.gauge.axis.range[1],r[0].y)))):P.select(\"rect\").attr(\"width\",\"number\"==typeof r[0].y?Math.max(0,a.c2p(Math.min(h.gauge.axis.range[1],r[0].y))):0);P.exit().remove();var O=r.filter(function(){return h.gauge.threshold.value}),z=f.selectAll(\"g.threshold-bullet\").data(O);z.enter().append(\"g\").classed(\"threshold-bullet\",!0).append(\"line\"),z.select(\"line\").attr(\"x1\",a.c2p(h.gauge.threshold.value)).attr(\"x2\",a.c2p(h.gauge.threshold.value)).attr(\"y1\",(1-h.gauge.threshold.thickness)/2*T).attr(\"y2\",(1-(1-h.gauge.threshold.thickness)/2)*T).call(d.stroke,h.gauge.threshold.line.color).style(\"stroke-width\",h.gauge.threshold.line.width),z.exit().remove();var I=f.selectAll(\"g.gauge-outline\").data([v]);I.enter().append(\"g\").classed(\"gauge-outline\",!0).append(\"rect\"),I.select(\"rect\").call(E).call(x),I.exit().remove()}(t,0,e,{gauge:G,layer:Y,size:D,gaugeBg:S,gaugeOutline:E,transitionOpts:r,onComplete:f});var W=C.selectAll(\"text.title\").data(e);W.exit().remove(),W.enter().append(\"text\").classed(\"title\",!0),W.attr(\"text-anchor\",function(){return z?g.right:g[L.title.align]}).text(L.title.text).call(s.font,L.title.font).call(c.convertToTspans,t),W.attr(\"transform\",function(){var t,e=D.l+D.w*v[L.title.align],r=l.titlePadding,n=s.bBox(W.node());if(P){if(O)if(L.gauge.axis.visible)t=s.bBox(H.node()).top-r-n.bottom;else t=D.t+D.h/2-B/2-n.bottom-r;z&&(t=M-(n.top+n.bottom)/2,e=D.l-l.bulletPadding*D.w)}else t=L._numbersTop-r-n.bottom;return _(e,t)})})}},{\"../../components/color\":592,\"../../components/drawing\":613,\"../../constants/alignment\":686,\"../../lib\":717,\"../../lib/svg_text_utils\":741,\"../../plots/cartesian/axes\":765,\"../../plots/cartesian/axis_defaults\":767,\"../../plots/cartesian/layout_attributes\":777,\"../../plots/cartesian/position_defaults\":780,\"./constants\":1052,d3:165}],1056:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/attributes\"),a=t(\"../../plots/template_attributes\").hovertemplateAttrs,i=t(\"../mesh3d/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/edit_types\").overrideAll;var c=e.exports=l(s({x:{valType:\"data_array\"},y:{valType:\"data_array\"},z:{valType:\"data_array\"},value:{valType:\"data_array\"},isomin:{valType:\"number\"},isomax:{valType:\"number\"},surface:{show:{valType:\"boolean\",dflt:!0},count:{valType:\"integer\",dflt:2,min:1},fill:{valType:\"number\",min:0,max:1,dflt:1},pattern:{valType:\"flaglist\",flags:[\"A\",\"B\",\"C\",\"D\",\"E\"],extras:[\"all\",\"odd\",\"even\"],dflt:\"all\"}},spaceframe:{show:{valType:\"boolean\",dflt:!1},fill:{valType:\"number\",min:0,max:1,dflt:.15}},slices:{x:{show:{valType:\"boolean\",dflt:!1},locations:{valType:\"data_array\",dflt:[]},fill:{valType:\"number\",min:0,max:1,dflt:1}},y:{show:{valType:\"boolean\",dflt:!1},locations:{valType:\"data_array\",dflt:[]},fill:{valType:\"number\",min:0,max:1,dflt:1}},z:{show:{valType:\"boolean\",dflt:!1},locations:{valType:\"data_array\",dflt:[]},fill:{valType:\"number\",min:0,max:1,dflt:1}}},caps:{x:{show:{valType:\"boolean\",dflt:!0},fill:{valType:\"number\",min:0,max:1,dflt:1}},y:{show:{valType:\"boolean\",dflt:!0},fill:{valType:\"number\",min:0,max:1,dflt:1}},z:{show:{valType:\"boolean\",dflt:!0},fill:{valType:\"number\",min:0,max:1,dflt:1}}},text:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertemplate:a(),showlegend:s({},o.showlegend,{dflt:!1})},n(\"\",{colorAttr:\"`value`\",showScaleDflt:!0,editTypeOverride:\"calc\"}),{opacity:i.opacity,lightposition:i.lightposition,lighting:i.lighting,flatshading:i.flatshading,contour:i.contour,hoverinfo:s({},o.hoverinfo)}),\"calc\",\"nested\");c.flatshading.dflt=!0,c.lighting.facenormalsepsilon.dflt=0,c.x.editType=c.y.editType=c.z.editType=c.value.editType=\"calc+clearAxisTypes\",c.transforms=void 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s=o[0];a(t,s,r,i)}},r.clean=function(t,e,r,n){var a=n._has&&n._has(\"parcats\"),i=e._has&&e._has(\"parcats\");a&&!i&&n._paperdiv.selectAll(\".parcats\").remove()}},{\"../../plots/get_data\":800,\"./plot\":1081}],1077:[function(t,e,r){\"use strict\";var n=t(\"../../lib/gup\").wrap,a=t(\"../../components/colorscale/helpers\").hasColorscale,i=t(\"../../components/colorscale/calc\"),o=t(\"../../lib/filter_unique.js\"),s=t(\"../../components/drawing\"),l=t(\"../../lib\");function c(t,e,r){t.valueInds.push(e),t.count+=r}function u(t,e,r){return{categoryInds:t,color:e,rawColor:r,valueInds:[],count:0}}function h(t,e,r){t.valueInds.push(e),t.count+=r}e.exports=function(t,e){var r=l.filterVisible(e.dimensions);if(0===r.length)return[];var f,p,d,g=r.map(function(t){var e;return\"trace\"===t.categoryorder?e=null:\"array\"===t.categoryorder?e=t.categoryarray:(e=o(t.values).sort(),\"category descending\"===t.categoryorder&&(e=e.reverse())),function(t,e){e=null==e?[]:e.map(function(t){return t});var r={},n={},a=[];e.forEach(function(t,e){r[t]=0,n[t]=e});for(var i=0;i<t.length;i++){var o,s=t[i];void 0===r[s]?(r[s]=1,o=e.push(s)-1,n[s]=o):(r[s]++,o=n[s]),a.push(o)}var l=e.map(function(t){return r[t]});return{uniqueValues:e,uniqueCounts:l,inds:a}}(t.values,e)});f=l.isArrayOrTypedArray(e.counts)?e.counts:[e.counts],function(t){var e;if(function(t){for(var e=new Array(t.length),r=0;r<t.length;r++){if(t[r]<0||t[r]>=t.length)return!1;if(void 0!==e[t[r]])return!1;e[t[r]]=!0}return!0}(t.map(function(t){return t.displayindex})))for(e=0;e<t.length;e++)t[e]._displayindex=t[e].displayindex;else for(e=0;e<t.length;e++)t[e]._displayindex=e}(r),r.forEach(function(t,e){!function(t,e){t._categoryarray=e.uniqueValues,null===t.ticktext||void 0===t.ticktext?t._ticktext=[]:t._ticktext=t.ticktext.slice();for(var r=t._ticktext.length;r<e.uniqueValues.length;r++)t._ticktext.push(e.uniqueValues[r])}(t,g[e])});var v,m=e.line;m?(a(e,\"line\")&&i(t,e,{vals:e.line.color,containerStr:\"line\",cLetter:\"c\"}),v=s.tryColorscale(m)):v=l.identity;var y,x,b,_,w,k=r[0].values.length,T={},M=g.map(function(t){return t.inds});for(d=0,y=0;y<k;y++){var A=[];for(x=0;x<M.length;x++)A.push(M[x][y]);p=f[y%f.length],d+=p;var S=(b=y,_=void 0,w=void 0,l.isArrayOrTypedArray(m.color)?w=_=m.color[b%m.color.length]:_=m.color,{color:v(_),rawColor:w}),E=A+\"-\"+S.rawColor;void 0===T[E]&&(T[E]=u(A,S.color,S.rawColor)),h(T[E],y,p)}var L,C=r.map(function(t,e){return r=e,n=t._index,a=t._displayindex,i=t.label,{dimensionInd:r,containerInd:n,displayInd:a,dimensionLabel:i,count:d,categories:[],dragX:null};var r,n,a,i});for(y=0;y<k;y++)for(p=f[y%f.length],x=0;x<C.length;x++){var P=C[x].containerInd,O=g[x].inds[y],z=C[x].categories;if(void 0===z[O]){var I=e.dimensions[P]._categoryarray[O],D=e.dimensions[P]._ticktext[O];z[O]={dimensionInd:x,categoryInd:L=O,categoryValue:I,displayInd:L,categoryLabel:D,valueInds:[],count:0,dragY:null}}c(z[O],y,p)}return n(function(t,e,r){var n=t.map(function(t){return t.categories.length}).reduce(function(t,e){return Math.max(t,e)});return{dimensions:t,paths:e,trace:void 0,maxCats:n,count:r}}(C,T,d))}},{\"../../components/colorscale/calc\":600,\"../../components/colorscale/helpers\":603,\"../../components/drawing\":613,\"../../lib\":717,\"../../lib/filter_unique.js\":709,\"../../lib/gup\":715}],1078:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../components/colorscale/helpers\").hasColorscale,i=t(\"../../components/colorscale/defaults\"),o=t(\"../../plots/domain\").defaults,s=t(\"../../plots/array_container_defaults\"),l=t(\"./attributes\"),c=t(\"../parcoords/merge_length\");function u(t,e){function r(r,a){return n.coerce(t,e,l.dimensions,r,a)}var a=r(\"values\"),i=r(\"visible\");if(a&&a.length||(i=e.visible=!1),i){r(\"label\"),r(\"displayindex\",e._index);var o,s=t.categoryarray,c=Array.isArray(s)&&s.length>0;c&&(o=\"array\");var u=r(\"categoryorder\",o);\"array\"===u?(r(\"categoryarray\"),r(\"ticktext\")):(delete t.categoryarray,delete t.ticktext),c||\"array\"!==u||(e.categoryorder=\"trace\")}}e.exports=function(t,e,r,h){function f(r,a){return n.coerce(t,e,l,r,a)}var p=s(t,e,{name:\"dimensions\",handleItemDefaults:u}),d=function(t,e,r,o,s){s(\"line.shape\"),s(\"line.hovertemplate\");var l=s(\"line.color\",o.colorway[0]);if(a(t,\"line\")&&n.isArrayOrTypedArray(l)){if(l.length)return s(\"line.colorscale\"),i(t,e,o,s,{prefix:\"line.\",cLetter:\"c\"}),l.length;e.line.color=r}return 1/0}(t,e,r,h,f);o(e,h,f),Array.isArray(p)&&p.length||(e.visible=!1),c(e,p,\"values\",d),f(\"hoveron\"),f(\"hovertemplate\"),f(\"arrangement\"),f(\"bundlecolors\"),f(\"sortpaths\"),f(\"counts\");var g={family:h.font.family,size:Math.round(h.font.size),color:h.font.color};n.coerceFont(f,\"labelfont\",g);var v={family:h.font.family,size:Math.round(h.font.size/1.2),color:h.font.color};n.coerceFont(f,\"tickfont\",v)}},{\"../../components/colorscale/defaults\":602,\"../../components/colorscale/helpers\":603,\"../../lib\":717,\"../../plots/array_container_defaults\":761,\"../../plots/domain\":790,\"../parcoords/merge_length\":1091,\"./attributes\":1075}],1079:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"./plot\"),colorbar:{container:\"line\",min:\"cmin\",max:\"cmax\"},moduleType:\"trace\",name:\"parcats\",basePlotModule:t(\"./base_plot\"),categories:[\"noOpacity\"],meta:{}}},{\"./attributes\":1075,\"./base_plot\":1076,\"./calc\":1077,\"./defaults\":1078,\"./plot\":1081}],1080:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../plot_api/plot_api\"),i=t(\"../../components/fx\"),o=t(\"../../lib\"),s=t(\"../../components/drawing\"),l=t(\"tinycolor2\"),c=t(\"../../lib/svg_text_utils\");function u(t,e,r,a){var i=t.map(function(t,e,r){var n,a=r[0],i=e.margin||{l:80,r:80,t:100,b:80},o=a.trace,s=o.domain,l=e.width,c=e.height,u=Math.floor(l*(s.x[1]-s.x[0])),h=Math.floor(c*(s.y[1]-s.y[0])),f=s.x[0]*l+i.l,p=e.height-s.y[1]*e.height+i.t,d=o.line.shape;n=\"all\"===o.hoverinfo?[\"count\",\"probability\"]:(o.hoverinfo||\"\").split(\"+\");var g={trace:o,key:o.uid,model:a,x:f,y:p,width:u,height:h,hoveron:o.hoveron,hoverinfoItems:n,arrangement:o.arrangement,bundlecolors:o.bundlecolors,sortpaths:o.sortpaths,labelfont:o.labelfont,categorylabelfont:o.tickfont,pathShape:d,dragDimension:null,margin:i,paths:[],dimensions:[],graphDiv:t,traceSelection:null,pathSelection:null,dimensionSelection:null};a.dimensions&&(F(g),R(g));return g}.bind(0,e,r)),l=a.selectAll(\"g.parcatslayer\").data([null]);l.enter().append(\"g\").attr(\"class\",\"parcatslayer\").style(\"pointer-events\",\"all\");var u=l.selectAll(\"g.trace.parcats\").data(i,h),v=u.enter().append(\"g\").attr(\"class\",\"trace parcats\");u.attr(\"transform\",function(t){return\"translate(\"+t.x+\", \"+t.y+\")\"}),v.append(\"g\").attr(\"class\",\"paths\");var m=u.select(\"g.paths\").selectAll(\"path.path\").data(function(t){return t.paths},h);m.attr(\"fill\",function(t){return t.model.color});var b=m.enter().append(\"path\").attr(\"class\",\"path\").attr(\"stroke-opacity\",0).attr(\"fill\",function(t){return t.model.color}).attr(\"fill-opacity\",0);x(b),m.attr(\"d\",function(t){return t.svgD}),b.empty()||m.sort(p),m.exit().remove(),m.on(\"mouseover\",d).on(\"mouseout\",g).on(\"click\",y),v.append(\"g\").attr(\"class\",\"dimensions\");var k=u.select(\"g.dimensions\").selectAll(\"g.dimension\").data(function(t){return t.dimensions},h);k.enter().append(\"g\").attr(\"class\",\"dimension\"),k.attr(\"transform\",function(t){return\"translate(\"+t.x+\", 0)\"}),k.exit().remove();var T=k.selectAll(\"g.category\").data(function(t){return t.categories},h),M=T.enter().append(\"g\").attr(\"class\",\"category\");T.attr(\"transform\",function(t){return\"translate(0, \"+t.y+\")\"}),M.append(\"rect\").attr(\"class\",\"catrect\").attr(\"pointer-events\",\"none\"),T.select(\"rect.catrect\").attr(\"fill\",\"none\").attr(\"width\",function(t){return t.width}).attr(\"height\",function(t){return t.height}),_(M);var A=T.selectAll(\"rect.bandrect\").data(function(t){return t.bands},h);A.each(function(){o.raiseToTop(this)}),A.attr(\"fill\",function(t){return t.color});var O=A.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"stroke-opacity\",0).attr(\"fill\",function(t){return t.color}).attr(\"fill-opacity\",0);A.attr(\"fill\",function(t){return t.color}).attr(\"width\",function(t){return t.width}).attr(\"height\",function(t){return t.height}).attr(\"y\",function(t){return t.y}).attr(\"cursor\",function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"perpendicular\"===t.parcatsViewModel.arrangement?\"ns-resize\":\"move\"}),w(O),A.exit().remove(),M.append(\"text\").attr(\"class\",\"catlabel\").attr(\"pointer-events\",\"none\");var z=e._fullLayout.paper_bgcolor;T.select(\"text.catlabel\").attr(\"text-anchor\",function(t){return f(t)?\"start\":\"end\"}).attr(\"alignment-baseline\",\"middle\").style(\"text-shadow\",z+\" -1px  1px 2px, \"+z+\" 1px  1px 2px, \"+z+\"  1px -1px 2px, \"+z+\" -1px -1px 2px\").style(\"fill\",\"rgb(0, 0, 0)\").attr(\"x\",function(t){return f(t)?t.width+5:-5}).attr(\"y\",function(t){return t.height/2}).text(function(t){return t.model.categoryLabel}).each(function(t){s.font(n.select(this),t.parcatsViewModel.categorylabelfont),c.convertToTspans(n.select(this),e)}),M.append(\"text\").attr(\"class\",\"dimlabel\"),T.select(\"text.dimlabel\").attr(\"text-anchor\",\"middle\").attr(\"alignment-baseline\",\"baseline\").attr(\"cursor\",function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"ew-resize\"}).attr(\"x\",function(t){return t.width/2}).attr(\"y\",-5).text(function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null}).each(function(t){s.font(n.select(this),t.parcatsViewModel.labelfont)}),T.selectAll(\"rect.bandrect\").on(\"mouseover\",S).on(\"mouseout\",E),T.exit().remove(),k.call(n.behavior.drag().origin(function(t){return{x:t.x,y:0}}).on(\"dragstart\",L).on(\"drag\",C).on(\"dragend\",P)),u.each(function(t){t.traceSelection=n.select(this),t.pathSelection=n.select(this).selectAll(\"g.paths\").selectAll(\"path.path\"),t.dimensionSelection=n.select(this).selectAll(\"g.dimensions\").selectAll(\"g.dimension\")}),u.exit().remove()}function h(t){return t.key}function f(t){var e=t.parcatsViewModel.dimensions.length,r=t.parcatsViewModel.dimensions[e-1].model.dimensionInd;return t.model.dimensionInd===r}function p(t,e){return t.model.rawColor>e.model.rawColor?1:t.model.rawColor<e.model.rawColor?-1:0}function d(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){o.raiseToTop(this),b(n.select(this));var e=v(t),r=m(t);if(t.parcatsViewModel.graphDiv.emit(\"plotly_hover\",{points:e,event:n.event,constraints:r}),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\")){var a,s,c,u=n.mouse(this)[0],h=t.parcatsViewModel.graphDiv,f=t.parcatsViewModel.trace,p=h._fullLayout,d=p._paperdiv.node().getBoundingClientRect(),g=t.parcatsViewModel.graphDiv.getBoundingClientRect();for(c=0;c<t.leftXs.length-1;c++)if(t.leftXs[c]+t.dimWidths[c]-2<=u&&u<=t.leftXs[c+1]+2){var y=t.parcatsViewModel.dimensions[c],x=t.parcatsViewModel.dimensions[c+1];a=(y.x+y.width+x.x)/2,s=(t.topYs[c]+t.topYs[c+1]+t.height)/2;break}var _=t.parcatsViewModel.x+a,w=t.parcatsViewModel.y+s,k=l.mostReadable(t.model.color,[\"black\",\"white\"]),T=t.model.count,M=T/t.parcatsViewModel.model.count,A={countLabel:T,probabilityLabel:M.toFixed(3)},S=[];-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&S.push([\"Count:\",A.countLabel].join(\" \")),-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&S.push([\"P:\",A.probabilityLabel].join(\" \"));var E=S.join(\"<br>\"),L=n.mouse(h)[0];i.loneHover({trace:f,x:_-d.left+g.left,y:w-d.top+g.top,text:E,color:t.model.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:10,fontColor:k,idealAlign:L<_?\"right\":\"left\",hovertemplate:(f.line||{}).hovertemplate,hovertemplateLabels:A,eventData:[{data:f._input,fullData:f,count:T,probability:M}]},{container:p._hoverlayer.node(),outerContainer:p._paper.node(),gd:h})}}}function g(t){if(!t.parcatsViewModel.dragDimension&&(x(n.select(this)),i.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()),t.parcatsViewModel.pathSelection.sort(p),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\"))){var e=v(t),r=m(t);t.parcatsViewModel.graphDiv.emit(\"plotly_unhover\",{points:e,event:n.event,constraints:r})}}function v(t){for(var e=[],r=O(t.parcatsViewModel),n=0;n<t.model.valueInds.length;n++){var a=t.model.valueInds[n];e.push({curveNumber:r,pointNumber:a})}return e}function m(t){for(var e={},r=t.parcatsViewModel.model.dimensions,n=0;n<r.length;n++){var a=r[n],i=a.categories[t.model.categoryInds[n]];e[a.containerInd]=i.categoryValue}return void 0!==t.model.rawColor&&(e.color=t.model.rawColor),e}function y(t){if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){var e=v(t),r=m(t);t.parcatsViewModel.graphDiv.emit(\"plotly_click\",{points:e,event:n.event,constraints:r})}}function x(t){t.attr(\"fill\",function(t){return t.model.color}).attr(\"fill-opacity\",.6).attr(\"stroke\",\"lightgray\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1)}function b(t){t.attr(\"fill-opacity\",.8).attr(\"stroke\",function(t){return l.mostReadable(t.model.color,[\"black\",\"white\"])}).attr(\"stroke-width\",.3)}function _(t){t.select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",1).attr(\"stroke-opacity\",1)}function w(t){t.attr(\"stroke\",\"black\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1).attr(\"fill-opacity\",1)}function k(t){var e=t.parcatsViewModel.pathSelection,r=t.categoryViewModel.model.dimensionInd,n=t.categoryViewModel.model.categoryInd;return e.filter(function(e){return e.model.categoryInds[r]===n&&e.model.color===t.color})}function T(t,e,r){var a=n.select(t).datum(),i=a.categoryViewModel.model,o=a.parcatsViewModel.graphDiv,s=n.select(t.parentNode).selectAll(\"rect.bandrect\"),l=[];s.each(function(t){k(t).each(function(t){Array.prototype.push.apply(l,v(t))})});var c={};c[i.dimensionInd]=i.categoryValue,o.emit(e,{points:l,event:r,constraints:c})}function M(t,e,r){var a=n.select(t).datum(),i=a.categoryViewModel.model,o=a.parcatsViewModel.graphDiv,s=k(a),l=[];s.each(function(t){Array.prototype.push.apply(l,v(t))});var c={};c[i.dimensionInd]=i.categoryValue,void 0!==a.rawColor&&(c.color=a.rawColor),o.emit(e,{points:l,event:r,constraints:c})}function A(t,e){var r,a,i=n.select(e.parentNode).select(\"rect.catrect\"),o=i.node().getBoundingClientRect(),s=i.datum(),l=s.parcatsViewModel,c=l.model.dimensions[s.model.dimensionInd],u=l.trace,h=o.top+o.height/2;l.dimensions.length>1&&c.displayInd===l.dimensions.length-1?(r=o.left,a=\"left\"):(r=o.left+o.width,a=\"right\");var f=s.model.count,p=s.model.categoryLabel,d=f/s.parcatsViewModel.model.count,g={countLabel:f,categoryLabel:p,probabilityLabel:d.toFixed(3)},v=[];-1!==s.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&v.push([\"Count:\",g.countLabel].join(\" 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v=s.model.count,m=0;c.pathSelection.each(function(t){t.model.color===o.color&&(m+=t.model.count)});var y=g/d,x=g/m,b=g/v,_={countLabel:d,categoryLabel:p,probabilityLabel:y.toFixed(3)},w=[];-1!==s.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&w.push([\"Count:\",_.countLabel].join(\" \")),-1!==s.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&(w.push(\"P(color \\u2229 \"+p+\"): \"+_.probabilityLabel),w.push(\"P(\"+p+\" | color): \"+x.toFixed(3)),w.push(\"P(color | \"+p+\"): \"+b.toFixed(3)));var k=w.join(\"<br>\"),T=l.mostReadable(o.color,[\"black\",\"white\"]);return{trace:h,x:r-t.left,y:f-t.top,text:k,color:o.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontColor:T,fontSize:10,idealAlign:a,hovertemplate:h.hovertemplate,hovertemplateLabels:_,eventData:[{data:h._input,fullData:h,category:p,count:d,probability:y,categorycount:v,colorcount:m,bandcolorcount:g}]}}(s,this):\"dimension\"===c&&(e=function(t,e){var r=[];return n.select(e.parentNode.parentNode).selectAll(\"g.category\").select(\"rect.catrect\").each(function(){r.push(A(t,this))}),r}(s,this)),e&&i.loneHover(e,{container:a._hoverlayer.node(),outerContainer:a._paper.node(),gd:r})}}function E(t){var e=t.parcatsViewModel;if(!e.dragDimension&&(x(e.pathSelection),_(e.dimensionSelection.selectAll(\"g.category\")),w(e.dimensionSelection.selectAll(\"g.category\").selectAll(\"rect.bandrect\")),i.loneUnhover(e.graphDiv._fullLayout._hoverlayer.node()),e.pathSelection.sort(p),-1===e.hoverinfoItems.indexOf(\"skip\"))){\"color\"===t.parcatsViewModel.hoveron?M(this,\"plotly_unhover\",n.event):T(this,\"plotly_unhover\",n.event)}}function L(t){\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragDimensionDisplayInd=t.model.displayInd,t.initialDragDimensionDisplayInds=t.parcatsViewModel.model.dimensions.map(function(t){return t.displayInd}),t.dragHasMoved=!1,t.dragCategoryDisplayInd=null,n.select(this).selectAll(\"g.category\").select(\"rect.catrect\").each(function(e){var r=n.mouse(this)[0],a=n.mouse(this)[1];-2<=r&&r<=e.width+2&&-2<=a&&a<=e.height+2&&(t.dragCategoryDisplayInd=e.model.displayInd,t.initialDragCategoryDisplayInds=t.model.categories.map(function(t){return t.displayInd}),e.model.dragY=e.y,o.raiseToTop(this.parentNode),n.select(this.parentNode).selectAll(\"rect.bandrect\").each(function(e){e.y<a&&a<=e.y+e.height&&(t.potentialClickBand=this)}))}),t.parcatsViewModel.dragDimension=t,i.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()))}function C(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragHasMoved=!0,null!==t.dragDimensionDisplayInd)){var e=t.dragDimensionDisplayInd,r=e-1,a=e+1,i=t.parcatsViewModel.dimensions[e];if(null!==t.dragCategoryDisplayInd){var o=i.categories[t.dragCategoryDisplayInd];o.model.dragY+=n.event.dy;var s=o.model.dragY,l=o.model.displayInd,c=i.categories,u=c[l-1],h=c[l+1];void 0!==u&&s<u.y+u.height/2&&(o.model.displayInd=u.model.displayInd,u.model.displayInd=l),void 0!==h&&s+o.height>h.y+h.height/2&&(o.model.displayInd=h.model.displayInd,h.model.displayInd=l),t.dragCategoryDisplayInd=o.model.displayInd}if(null===t.dragCategoryDisplayInd||\"freeform\"===t.parcatsViewModel.arrangement){i.model.dragX=n.event.x;var f=t.parcatsViewModel.dimensions[r],p=t.parcatsViewModel.dimensions[a];void 0!==f&&i.model.dragX<f.x+f.width&&(i.model.displayInd=f.model.displayInd,f.model.displayInd=e),void 0!==p&&i.model.dragX+i.width>p.x&&(i.model.displayInd=p.model.displayInd,p.model.displayInd=t.dragDimensionDisplayInd),t.dragDimensionDisplayInd=i.model.displayInd}F(t.parcatsViewModel),R(t.parcatsViewModel),I(t.parcatsViewModel),z(t.parcatsViewModel)}}function P(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&null!==t.dragDimensionDisplayInd){n.select(this).selectAll(\"text\").attr(\"font-weight\",\"normal\");var e={},r=O(t.parcatsViewModel),i=t.parcatsViewModel.model.dimensions.map(function(t){return t.displayInd}),o=t.initialDragDimensionDisplayInds.some(function(t,e){return t!==i[e]});o&&i.forEach(function(r,n){var a=t.parcatsViewModel.model.dimensions[n].containerInd;e[\"dimensions[\"+a+\"].displayindex\"]=r});var s=!1;if(null!==t.dragCategoryDisplayInd){var l=t.model.categories.map(function(t){return t.displayInd});if(s=t.initialDragCategoryDisplayInds.some(function(t,e){return t!==l[e]})){var c=t.model.categories.slice().sort(function(t,e){return t.displayInd-e.displayInd}),u=c.map(function(t){return t.categoryValue}),h=c.map(function(t){return t.categoryLabel});e[\"dimensions[\"+t.model.containerInd+\"].categoryarray\"]=[u],e[\"dimensions[\"+t.model.containerInd+\"].ticktext\"]=[h],e[\"dimensions[\"+t.model.containerInd+\"].categoryorder\"]=\"array\"}}if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")&&!t.dragHasMoved&&t.potentialClickBand&&(\"color\"===t.parcatsViewModel.hoveron?M(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent):T(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent)),t.model.dragX=null,null!==t.dragCategoryDisplayInd)t.parcatsViewModel.dimensions[t.dragDimensionDisplayInd].categories[t.dragCategoryDisplayInd].model.dragY=null,t.dragCategoryDisplayInd=null;t.dragDimensionDisplayInd=null,t.parcatsViewModel.dragDimension=null,t.dragHasMoved=null,t.potentialClickBand=null,F(t.parcatsViewModel),R(t.parcatsViewModel),n.transition().duration(300).ease(\"cubic-in-out\").each(function(){I(t.parcatsViewModel,!0),z(t.parcatsViewModel,!0)}).each(\"end\",function(){(o||s)&&a.restyle(t.parcatsViewModel.graphDiv,e,[r])})}}function 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e,r;f(t)?(e=t.width+5,r=\"start\"):(e=-5,r=\"end\"),n.select(this).selectAll(\"tspan\").attr(\"x\",e).attr(\"text-anchor\",r)});var i=a.selectAll(\"rect.bandrect\").data(function(t){return t.bands},h),s=i.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"cursor\",\"move\").attr(\"stroke-opacity\",0).attr(\"fill\",function(t){return t.color}).attr(\"fill-opacity\",0);i.attr(\"fill\",function(t){return t.color}).attr(\"width\",function(t){return t.width}).attr(\"height\",function(t){return t.height}).attr(\"y\",function(t){return t.y}),w(s),i.each(function(){o.raiseToTop(this)}),i.exit().remove()}function D(t,e,r,a,i){var o,s,l=[],c=[];for(s=0;s<r.length-1;s++)o=n.interpolateNumber(r[s]+t[s],t[s+1]),l.push(o(i)),c.push(o(1-i));var u=\"M \"+t[0]+\",\"+e[0];for(u+=\"l\"+r[0]+\",0 \",s=1;s<r.length;s++)u+=\"C\"+l[s-1]+\",\"+e[s-1]+\" \"+c[s-1]+\",\"+e[s]+\" \"+t[s]+\",\"+e[s],u+=\"l\"+r[s]+\",0 \";for(u+=\"l0,\"+a+\" \",u+=\"l -\"+r[r.length-1]+\",0 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Array(c.length),p=e[0].model.count,d=e[0].categories.map(function(t){return t.height}).reduce(function(t,e){return t+e}),g=0;g<c.length;g++){var v,m=c[g];v=p>0?d*(m.count/p):0;for(var y,x=new Array(n.length),b=0;b<m.categoryInds.length;b++){var _=m.categoryInds[b],w=a[b][_],k=i[b];x[k]=n[k][w],n[k][w]+=v;var T=t.dimensions[k].categories[w],M=T.bands.length,A=T.bands[M-1];if(void 0===A||m.rawColor!==A.rawColor){var S=void 0===A?0:A.y+A.height;T.bands.push({key:S,color:m.color,rawColor:m.rawColor,height:v,width:T.width,count:m.count,y:S,categoryViewModel:T,parcatsViewModel:t})}else{var E=T.bands[M-1];E.height+=v,E.count+=m.count}}y=\"hspline\"===t.pathShape?D(s,x,l,v,.5):D(s,x,l,v,0),f[g]={key:m.valueInds[0],model:m,height:v,leftXs:s,topYs:x,dimWidths:l,svgD:y,parcatsViewModel:t}}t.paths=f}function F(t){var e=t.model.dimensions.map(function(t){return{displayInd:t.displayInd,dimensionInd:t.dimensionInd}});e.sort(function(t,e){return t.displayInd-e.displayInd});var r=[];for(var n in e){var a=e[n].dimensionInd,i=t.model.dimensions[a];r.push(B(t,i))}t.dimensions=r}function B(t,e){var r,n=t.model.dimensions.length,a=e.displayInd;r=40+(n>1?(t.width-80-16)/(n-1):0)*a;var i,o,s,l,c,u=[],h=t.model.maxCats,f=e.categories.length,p=e.count,d=t.height-8*(h-1),g=8*(h-f)/2,v=e.categories.map(function(t){return{displayInd:t.displayInd,categoryInd:t.categoryInd}});for(v.sort(function(t,e){return t.displayInd-e.displayInd}),c=0;c<f;c++)l=v[c].categoryInd,o=e.categories[l],i=p>0?o.count/p*d:0,s={key:o.valueInds[0],model:o,width:16,height:i,y:null!==o.dragY?o.dragY:g,bands:[],parcatsViewModel:t},g=g+i+8,u.push(s);return{key:e.dimensionInd,x:null!==e.dragX?e.dragX:r,y:0,width:16,model:e,categories:u,parcatsViewModel:t,dragCategoryDisplayInd:null,dragDimensionDisplayInd:null,initialDragDimensionDisplayInds:null,initialDragCategoryDisplayInds:null,dragHasMoved:null,potentialClickBand:null}}e.exports=function(t,e,r,n){u(r,t,n,e)}},{\"../../components/drawing\":613,\"../../components/fx\":630,\"../../lib\":717,\"../../lib/svg_text_utils\":741,\"../../plot_api/plot_api\":752,d3:165,tinycolor2:536}],1081:[function(t,e,r){\"use strict\";var n=t(\"./parcats\");e.exports=function(t,e,r,a){var i=t._fullLayout,o=i._paper,s=i._size;n(t,o,e,{width:s.w,height:s.h,margin:{t:s.t,r:s.r,b:s.b,l:s.l}},r,a)}},{\"./parcats\":1080}],1082:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/attributes\"),a=t(\"../../plots/cartesian/layout_attributes\"),i=t(\"../../plots/font_attributes\"),o=t(\"../../plots/domain\").attributes,s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/plot_template\").templatedArray;e.exports={domain:o({name:\"parcoords\",trace:!0,editType:\"plot\"}),labelangle:{valType:\"angle\",dflt:0,editType:\"plot\"},labelside:{valType:\"enumerated\",values:[\"top\",\"bottom\"],dflt:\"top\",editType:\"plot\"},labelfont:i({editType:\"plot\"}),tickfont:i({editType:\"plot\"}),rangefont:i({editType:\"plot\"}),dimensions:l(\"dimension\",{label:{valType:\"string\",editType:\"plot\"},tickvals:s({},a.tickvals,{editType:\"plot\"}),ticktext:s({},a.ticktext,{editType:\"plot\"}),tickformat:s({},a.tickformat,{editType:\"plot\"}),visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},range:{valType:\"info_array\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},constraintrange:{valType:\"info_array\",freeLength:!0,dimensions:\"1-2\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},multiselect:{valType:\"boolean\",dflt:!0,editType:\"plot\"},values:{valType:\"data_array\",editType:\"calc\"},editType:\"calc\"}),line:s({editType:\"calc\"},n(\"line\",{colorscaleDflt:\"Viridis\",autoColorDflt:!1,editTypeOverride:\"calc\"}))}},{\"../../components/colorscale/attributes\":599,\"../../lib/extend\":708,\"../../plot_api/plot_template\":755,\"../../plots/cartesian/layout_attributes\":777,\"../../plots/domain\":790,\"../../plots/font_attributes\":791}],1083:[function(t,e,r){\"use strict\";var n=t(\"./constants\"),a=t(\"d3\"),i=t(\"../../lib/gup\").keyFun,o=t(\"../../lib/gup\").repeat,s=t(\"../../lib\").sorterAsc,l=n.bar.snapRatio;function c(t,e){return t*(1-l)+e*l}var u=n.bar.snapClose;function h(t,e){return t*(1-u)+e*u}function f(t,e,r,n){if(function(t,e){for(var r=0;r<e.length;r++)if(t>=e[r][0]&&t<=e[r][1])return!0;return!1}(r,n))return r;var a=t?-1:1,i=0,o=e.length-1;if(a<0){var s=i;i=o,o=s}for(var l=e[i],u=l,f=i;a*f<a*o;f+=a){var p=f+a,d=e[p];if(a*r<a*h(l,d))return c(l,u);if(a*r<a*d||p===o)return c(d,l);u=l,l=d}}function p(t){t.attr(\"x\",-n.bar.captureWidth/2).attr(\"width\",n.bar.captureWidth)}function d(t){t.attr(\"visibility\",\"visible\").style(\"visibility\",\"visible\").attr(\"fill\",\"yellow\").attr(\"opacity\",0)}function g(t){if(!t.brush.filterSpecified)return\"0,\"+t.height;for(var 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k(t){t.on(\"mousemove\",function(t){a.event.preventDefault(),t.parent.inBrushDrag||w(this,t)}).on(\"mouseleave\",function(t){t.parent.inBrushDrag||m()}).call(a.behavior.drag().on(\"dragstart\",function(t){!function(t,e){a.event.sourceEvent.stopPropagation();var r=e.height-a.mouse(t)[1]-2*n.verticalPadding,i=e.unitToPaddedPx.invert(r),o=e.brush,s=b(e,r),l=s.interval,c=o.svgBrush;if(c.wasDragged=!1,c.grabbingBar=\"ns\"===s.region,c.grabbingBar){var u=l.map(e.unitToPaddedPx);c.grabPoint=r-u[0]-n.verticalPadding,c.barLength=u[1]-u[0]}c.clickableOrdinalRange=s.clickableOrdinalRange,c.stayingIntervals=e.multiselect&&o.filterSpecified?o.filter.getConsolidated():[],l&&(c.stayingIntervals=c.stayingIntervals.filter(function(t){return t[0]!==l[0]&&t[1]!==l[1]})),c.startExtent=s.region?l[\"s\"===s.region?1:0]:i,e.parent.inBrushDrag=!0,c.brushStartCallback()}(this,t)}).on(\"drag\",function(t){_(this,t)}).on(\"dragend\",function(t){!function(t,e){var r=e.brush,n=r.filter,i=r.svgBrush;i._dragging||(w(t,e),_(t,e),e.brush.svgBrush.wasDragged=!1),i._dragging=!1,a.event.sourceEvent.stopPropagation();var o=i.grabbingBar;if(i.grabbingBar=!1,i.grabLocation=void 0,e.parent.inBrushDrag=!1,m(),!i.wasDragged)return i.wasDragged=void 0,i.clickableOrdinalRange?r.filterSpecified&&e.multiselect?i.extent.push(i.clickableOrdinalRange):(i.extent=[i.clickableOrdinalRange],r.filterSpecified=!0):o?(i.extent=i.stayingIntervals,0===i.extent.length&&M(r)):M(r),i.brushCallback(e),x(t.parentNode),void i.brushEndCallback(r.filterSpecified?n.getConsolidated():[]);var s=function(){n.set(n.getConsolidated())};if(e.ordinal){var l=e.unitTickvals;l[l.length-1]<l[0]&&l.reverse(),i.newExtent=[f(0,l,i.newExtent[0],i.stayingIntervals),f(1,l,i.newExtent[1],i.stayingIntervals)];var c=i.newExtent[1]>i.newExtent[0];i.extent=i.stayingIntervals.concat(c?[i.newExtent]:[]),i.extent.length||M(r),i.brushCallback(e),c?x(t.parentNode,s):(s(),x(t.parentNode))}else s();i.brushEndCallback(r.filterSpecified?n.getConsolidated():[])}(this,t)}))}function T(t,e){return t[0]-e[0]}function M(t){t.filterSpecified=!1,t.svgBrush.extent=[[-1/0,1/0]]}function A(t){for(var e,r=t.slice(),n=[],a=r.shift();a;){for(e=a.slice();(a=r.shift())&&a[0]<=e[1];)e[1]=Math.max(e[1],a[1]);n.push(e)}return n}e.exports={makeBrush:function(t,e,r,n,a,i){var o,l=function(){var t,e,r=[];return{set:function(n){1===(r=n.map(function(t){return t.slice().sort(s)}).sort(T)).length&&r[0][0]===-1/0&&r[0][1]===1/0&&(r=[[0,-1]]),t=A(r),e=r.reduce(function(t,e){return[Math.min(t[0],e[0]),Math.max(t[1],e[1])]},[1/0,-1/0])},get:function(){return r.slice()},getConsolidated:function(){return t},getBounds:function(){return e}}}();return l.set(r),{filter:l,filterSpecified:e,svgBrush:{extent:[],brushStartCallback:n,brushCallback:(o=a,function(t){var e=t.brush,r=function(t){return t.svgBrush.extent.map(function(t){return t.slice()})}(e).slice();e.filter.set(r),o()}),brushEndCallback:i}}},ensureAxisBrush:function(t){var e=t.selectAll(\".\"+n.cn.axisBrush).data(o,i);e.enter().append(\"g\").classed(n.cn.axisBrush,!0),function(t){var e=t.selectAll(\".background\").data(o);e.enter().append(\"rect\").classed(\"background\",!0).call(p).call(d).style(\"pointer-events\",\"auto\").attr(\"transform\",\"translate(0 \"+n.verticalPadding+\")\"),e.call(k).attr(\"height\",function(t){return t.height-n.verticalPadding});var r=t.selectAll(\".highlight-shadow\").data(o);r.enter().append(\"line\").classed(\"highlight-shadow\",!0).attr(\"x\",-n.bar.width/2).attr(\"stroke-width\",n.bar.width+n.bar.strokeWidth).attr(\"stroke\",n.bar.strokeColor).attr(\"opacity\",n.bar.strokeOpacity).attr(\"stroke-linecap\",\"butt\"),r.attr(\"y1\",function(t){return t.height}).call(y);var a=t.selectAll(\".highlight\").data(o);a.enter().append(\"line\").classed(\"highlight\",!0).attr(\"x\",-n.bar.width/2).attr(\"stroke-width\",n.bar.width-n.bar.strokeWidth).attr(\"stroke\",n.bar.fillColor).attr(\"opacity\",n.bar.fillOpacity).attr(\"stroke-linecap\",\"butt\"),a.attr(\"y1\",function(t){return t.height}).call(y)}(e)},cleanRanges:function(t,e){if(Array.isArray(t[0])?(t=t.map(function(t){return t.sort(s)}),t=e.multiselect?A(t.sort(T)):[t[0]]):t=[t.sort(s)],e.tickvals){var r=e.tickvals.slice().sort(s);if(!(t=t.map(function(t){var e=[f(0,r,t[0],[]),f(1,r,t[1],[])];if(e[1]>e[0])return e}).filter(function(t){return t})).length)return}return t.length>1?t:t[0]}}},{\"../../lib\":717,\"../../lib/gup\":715,\"./constants\":1086,d3:165}],1084:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../plots/get_data\").getModuleCalcData,i=t(\"./plot\"),o=t(\"../../constants/xmlns_namespaces\");r.name=\"parcoords\",r.plot=function(t){var e=a(t.calcdata,\"parcoords\")[0];e.length&&i(t,e)},r.clean=function(t,e,r,n){var a=n._has&&n._has(\"parcoords\"),i=e._has&&e._has(\"parcoords\");a&&!i&&(n._paperdiv.selectAll(\".parcoords\").remove(),n._glimages.selectAll(\"*\").remove())},r.toSVG=function(t){var e=t._fullLayout._glimages,r=n.select(t).selectAll(\".svg-container\");r.filter(function(t,e){return e===r.size()-1}).selectAll(\".gl-canvas-context, .gl-canvas-focus\").each(function(){var t=this.toDataURL(\"image/png\");e.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":t,preserveAspectRatio:\"none\",x:0,y:0,width:this.width,height:this.height})}),window.setTimeout(function(){n.selectAll(\"#filterBarPattern\").attr(\"id\",\"filterBarPattern\")},60)}},{\"../../constants/xmlns_namespaces\":694,\"../../plots/get_data\":800,\"./plot\":1093,d3:165}],1085:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").isArrayOrTypedArray,a=t(\"../../components/colorscale\"),i=t(\"../../lib/gup\").wrap;e.exports=function(t,e){var r,o;return a.hasColorscale(e,\"line\")&&n(e.line.color)?(r=e.line.color,o=a.extractOpts(e.line).colorscale,a.calc(t,e,{vals:r,containerStr:\"line\",cLetter:\"c\"})):(r=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=.5;return e}(e._length),o=[[0,e.line.color],[1,e.line.color]]),i({lineColor:r,cscale:o})}},{\"../../components/colorscale\":604,\"../../lib\":717,\"../../lib/gup\":715}],1086:[function(t,e,r){\"use strict\";e.exports={maxDimensionCount:60,overdrag:45,verticalPadding:2,tickDistance:50,canvasPixelRatio:1,blockLineCount:5e3,layers:[\"contextLineLayer\",\"focusLineLayer\",\"pickLineLayer\"],axisTitleOffset:28,axisExtentOffset:10,deselectedLineColor:\"#777\",bar:{width:4,captureWidth:10,fillColor:\"magenta\",fillOpacity:1,snapDuration:150,snapRatio:.25,snapClose:.01,strokeColor:\"white\",strokeOpacity:1,strokeWidth:1,handleHeight:8,handleOpacity:1,handleOverlap:0},cn:{axisExtentText:\"axis-extent-text\",parcoordsLineLayers:\"parcoords-line-layers\",parcoordsLineLayer:\"parcoords-lines\",parcoords:\"parcoords\",parcoordsControlView:\"parcoords-control-view\",yAxis:\"y-axis\",axisOverlays:\"axis-overlays\",axis:\"axis\",axisHeading:\"axis-heading\",axisTitle:\"axis-title\",axisExtent:\"axis-extent\",axisExtentTop:\"axis-extent-top\",axisExtentTopText:\"axis-extent-top-text\",axisExtentBottom:\"axis-extent-bottom\",axisExtentBottomText:\"axis-extent-bottom-text\",axisBrush:\"axis-brush\"},id:{filterBarPattern:\"filter-bar-pattern\"}}},{}],1087:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../components/colorscale/helpers\").hasColorscale,i=t(\"../../components/colorscale/defaults\"),o=t(\"../../plots/domain\").defaults,s=t(\"../../plots/array_container_defaults\"),l=t(\"../../plots/cartesian/axes\"),c=t(\"./attributes\"),u=t(\"./axisbrush\"),h=t(\"./constants\").maxDimensionCount,f=t(\"./merge_length\");function p(t,e,r,a){function i(r,a){return n.coerce(t,e,c.dimensions,r,a)}var o=i(\"values\"),s=i(\"visible\");if(o&&o.length||(s=e.visible=!1),s){i(\"label\"),i(\"tickvals\"),i(\"ticktext\"),i(\"tickformat\");var h=i(\"range\");e._ax={_id:\"y\",type:\"linear\",showexponent:\"all\",exponentformat:\"B\",range:h},l.setConvert(e._ax,a.layout),i(\"multiselect\");var f=i(\"constraintrange\");f&&(e.constraintrange=u.cleanRanges(f,e))}}e.exports=function(t,e,r,l){function u(r,a){return n.coerce(t,e,c,r,a)}var d=t.dimensions;Array.isArray(d)&&d.length>h&&(n.log(\"parcoords traces support up to \"+h+\" dimensions at the moment\"),d.splice(h));var g=s(t,e,{name:\"dimensions\",layout:l,handleItemDefaults:p}),v=function(t,e,r,o,s){var l=s(\"line.color\",r);if(a(t,\"line\")&&n.isArrayOrTypedArray(l)){if(l.length)return s(\"line.colorscale\"),i(t,e,o,s,{prefix:\"line.\",cLetter:\"c\"}),l.length;e.line.color=r}return 1/0}(t,e,r,l,u);o(e,l,u),Array.isArray(g)&&g.length||(e.visible=!1),f(e,g,\"values\",v);var m={family:l.font.family,size:Math.round(l.font.size/1.2),color:l.font.color};n.coerceFont(u,\"labelfont\",m),n.coerceFont(u,\"tickfont\",m),n.coerceFont(u,\"rangefont\",m),u(\"labelangle\"),u(\"labelside\")}},{\"../../components/colorscale/defaults\":602,\"../../components/colorscale/helpers\":603,\"../../lib\":717,\"../../plots/array_container_defaults\":761,\"../../plots/cartesian/axes\":765,\"../../plots/domain\":790,\"./attributes\":1082,\"./axisbrush\":1083,\"./constants\":1086,\"./merge_length\":1091}],1088:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").isTypedArray;r.convertTypedArray=function(t){return n(t)?Array.prototype.slice.call(t):t},r.isOrdinal=function(t){return!!t.tickvals},r.isVisible=function(t){return t.visible||!(\"visible\"in t)}},{\"../../lib\":717}],1089:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"./plot\"),colorbar:{container:\"line\",min:\"cmin\",max:\"cmax\"},moduleType:\"trace\",name:\"parcoords\",basePlotModule:t(\"./base_plot\"),categories:[\"gl\",\"regl\",\"noOpacity\",\"noHover\"],meta:{}}},{\"./attributes\":1082,\"./base_plot\":1084,\"./calc\":1085,\"./defaults\":1087,\"./plot\":1093}],1090:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nattribute vec4 p01_04, p05_08, p09_12, p13_16,\\n               p17_20, p21_24, p25_28, p29_32,\\n               p33_36, p37_40, p41_44, p45_48,\\n               p49_52, p53_56, p57_60, colors;\\n\\nuniform mat4 dim0A, dim1A, dim0B, dim1B, dim0C, dim1C, dim0D, dim1D,\\n             loA, hiA, loB, hiB, loC, hiC, loD, hiD;\\n\\nuniform vec2 resolution, viewBoxPos, viewBoxSize;\\nuniform sampler2D mask, palette;\\nuniform float maskHeight;\\nuniform float drwLayer; // 0: context, 1: focus, 2: pick\\nuniform vec4 contextColor;\\n\\nbool isPick    = (drwLayer > 1.5);\\nbool isContext = (drwLayer < 0.5);\\n\\nconst vec4 ZEROS = vec4(0.0, 0.0, 0.0, 0.0);\\nconst vec4 UNITS = vec4(1.0, 1.0, 1.0, 1.0);\\n\\nfloat val(mat4 p, mat4 v) {\\n    return dot(matrixCompMult(p, v) * UNITS, UNITS);\\n}\\n\\nfloat axisY(float ratio, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float y1 = val(A, dim0A) + val(B, dim0B) + val(C, dim0C) + val(D, dim0D);\\n    float y2 = val(A, dim1A) + val(B, dim1B) + val(C, dim1C) + val(D, dim1D);\\n    return y1 * (1.0 - ratio) + y2 * ratio;\\n}\\n\\nint iMod(int a, int b) {\\n    return a - b * (a / b);\\n}\\n\\nbool fOutside(float p, float lo, float hi) {\\n    return (lo < hi) && (lo > p || p > hi);\\n}\\n\\nbool vOutside(vec4 p, vec4 lo, vec4 hi) {\\n    return (\\n        fOutside(p[0], lo[0], hi[0]) ||\\n        fOutside(p[1], lo[1], hi[1]) ||\\n        fOutside(p[2], lo[2], hi[2]) ||\\n        fOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool mOutside(mat4 p, mat4 lo, mat4 hi) {\\n    return (\\n        vOutside(p[0], lo[0], hi[0]) ||\\n        vOutside(p[1], lo[1], hi[1]) ||\\n        vOutside(p[2], lo[2], hi[2]) ||\\n        vOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool outsideBoundingBox(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    return mOutside(A, loA, hiA) ||\\n           mOutside(B, loB, hiB) ||\\n           mOutside(C, loC, hiC) ||\\n           mOutside(D, loD, hiD);\\n}\\n\\nbool outsideRasterMask(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    mat4 pnts[4];\\n    pnts[0] = A;\\n    pnts[1] = B;\\n    pnts[2] = C;\\n    pnts[3] = D;\\n\\n    for(int i = 0; i < 4; ++i) {\\n        for(int j = 0; j < 4; ++j) {\\n            for(int k = 0; k < 4; ++k) {\\n                if(0 == iMod(\\n                    int(255.0 * texture2D(mask,\\n                        vec2(\\n                            (float(i * 2 + j / 2) + 0.5) / 8.0,\\n                            (pnts[i][j][k] * (maskHeight - 1.0) + 1.0) / maskHeight\\n                        ))[3]\\n                    ) / int(pow(2.0, float(iMod(j * 4 + k, 8)))),\\n                    2\\n                )) return true;\\n            }\\n        }\\n    }\\n    return false;\\n}\\n\\nvec4 position(bool isContext, float v, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float x = 0.5 * sign(v) + 0.5;\\n    float y = axisY(x, A, B, C, D);\\n    float z = 1.0 - abs(v);\\n\\n    z += isContext ? 0.0 : 2.0 * float(\\n        outsideBoundingBox(A, B, C, D) ||\\n        outsideRasterMask(A, B, C, D)\\n    );\\n\\n    return vec4(\\n        2.0 * (vec2(x, y) * viewBoxSize + viewBoxPos) / resolution - 1.0,\\n        z,\\n        1.0\\n    );\\n}\\n\\nvoid main() {\\n    mat4 A = mat4(p01_04, p05_08, p09_12, p13_16);\\n    mat4 B = mat4(p17_20, p21_24, p25_28, p29_32);\\n    mat4 C = mat4(p33_36, p37_40, p41_44, p45_48);\\n    mat4 D = mat4(p49_52, p53_56, p57_60, ZEROS);\\n\\n    float v = colors[3];\\n\\n    gl_Position = position(isContext, v, A, B, C, D);\\n\\n    fragColor =\\n        isContext ? vec4(contextColor) :\\n        isPick ? vec4(colors.rgb, 1.0) : texture2D(palette, vec2(abs(v), 0.5));\\n}\\n\"]),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n    gl_FragColor = fragColor;\\n}\\n\"]),o=t(\"./constants\").maxDimensionCount,s=t(\"../../lib\"),l=1e-6,c=2048,u=new Uint8Array(4),h=new Uint8Array(4),f={shape:[256,1],format:\"rgba\",type:\"uint8\",mag:\"nearest\",min:\"nearest\"};function p(t,e,r,n,a){var i=t._gl;i.enable(i.SCISSOR_TEST),i.scissor(e,r,n,a),t.clear({color:[0,0,0,0],depth:1})}function d(t,e,r,n,a,i){var o=i.key;r.drawCompleted||(!function(t){t.read({x:0,y:0,width:1,height:1,data:u})}(t),r.drawCompleted=!0),function s(l){var c=Math.min(n,a-l*n);0===l&&(window.cancelAnimationFrame(r.currentRafs[o]),delete r.currentRafs[o],p(t,i.scissorX,i.scissorY,i.scissorWidth,i.viewBoxSize[1])),r.clearOnly||(i.count=2*c,i.offset=2*l*n,e(i),l*n+c<a&&(r.currentRafs[o]=window.requestAnimationFrame(function(){s(l+1)})),r.drawCompleted=!1)}(0)}function g(t,e){return(t>>>8*e)%256/255}function v(t,e,r){for(var n=new Array(8*e),a=0,i=0;i<e;i++)for(var o=0;o<2;o++)for(var s=0;s<4;s++){var l=4*t+s,c=r[64*i+l];63===l&&0===o&&(c*=-1),n[a++]=c}return n}function m(t){var e=\"0\"+t;return e.substr(e.length-2)}function y(t){return t<o?\"p\"+m(t+1)+\"_\"+m(t+4):\"colors\"}function x(t,e,r,n,a,i,o,l,c,u,h,f,p){for(var d=[[],[]],g=0;g<64;g++)d[0][g]=g===a?1:0,d[1][g]=g===i?1:0;var v=t.lines.canvasOverdrag,m=t.domain,y=t.canvasWidth,x=t.canvasHeight,b=t.deselectedLines.color;return s.extendFlat({key:h,resolution:[y,x],viewBoxPos:[o+v,l],viewBoxSize:[c,u],i0:a,i1:i,dim0A:d[0].slice(0,16),dim0B:d[0].slice(16,32),dim0C:d[0].slice(32,48),dim0D:d[0].slice(48,64),dim1A:d[1].slice(0,16),dim1B:d[1].slice(16,32),dim1C:d[1].slice(32,48),dim1D:d[1].slice(48,64),drwLayer:f,contextColor:[b[0]/255,b[1]/255,b[2]/255,b[3]<1?b[3]:Math.max(1/255,Math.pow(1/t.lines.color.length,1/3))],scissorX:(n===e?0:o+v)+(t.pad.l-v)+t.layoutWidth*m.x[0],scissorWidth:(n===r?y-o+v:c+.5)+(n===e?o+v:0),scissorY:l+t.pad.b+t.layoutHeight*m.y[0],scissorHeight:u,viewportX:t.pad.l-v+t.layoutWidth*m.x[0],viewportY:t.pad.b+t.layoutHeight*m.y[0],viewportWidth:y,viewportHeight:x},p)}function b(t){var e=c-1,r=Math.max(0,Math.floor(t[0]*e),0),n=Math.min(e,Math.ceil(t[1]*e),e);return[Math.min(r,n),Math.max(r,n)]}e.exports=function(t,e){var r,n,u,m,_,w=e.context,k=e.pick,T=e.regl,M={currentRafs:{},drawCompleted:!0,clearOnly:!1},A=function(t){for(var e={},r=0;r<=o;r+=4)e[y(r)]=t.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array(0)});return e}(T),S=T.texture(f),E=[];C(e);var L=T({profile:!1,blend:{enable:w,func:{srcRGB:\"src alpha\",dstRGB:\"one minus src 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n=t(\"../../plots/attributes\"),a=t(\"../../plots/domain\").attributes,i=t(\"../../plots/font_attributes\"),o=t(\"../../components/color/attributes\"),s=t(\"../../plots/template_attributes\").hovertemplateAttrs,l=t(\"../../plots/template_attributes\").texttemplateAttrs,c=t(\"../../lib/extend\").extendFlat,u=i({editType:\"plot\",arrayOk:!0,colorEditType:\"plot\"});e.exports={labels:{valType:\"data_array\",editType:\"calc\"},label0:{valType:\"number\",dflt:0,editType:\"calc\"},dlabel:{valType:\"number\",dflt:1,editType:\"calc\"},values:{valType:\"data_array\",editType:\"calc\"},marker:{colors:{valType:\"data_array\",editType:\"calc\"},line:{color:{valType:\"color\",dflt:o.defaultLine,arrayOk:!0,editType:\"style\"},width:{valType:\"number\",min:0,dflt:0,arrayOk:!0,editType:\"style\"},editType:\"calc\"},editType:\"calc\"},text:{valType:\"data_array\",editType:\"plot\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"style\"},scalegroup:{valType:\"string\",dflt:\"\",editType:\"calc\"},textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"value\",\"percent\"],extras:[\"none\"],editType:\"calc\"},hoverinfo:c({},n.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:s({},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),texttemplate:l({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),textposition:{valType:\"enumerated\",values:[\"inside\",\"outside\",\"auto\",\"none\"],dflt:\"auto\",arrayOk:!0,editType:\"plot\"},textfont:c({},u,{}),insidetextorientation:{valType:\"enumerated\",values:[\"horizontal\",\"radial\",\"tangential\",\"auto\"],dflt:\"auto\",editType:\"plot\"},insidetextfont:c({},u,{}),outsidetextfont:c({},u,{}),automargin:{valType:\"boolean\",dflt:!1,editType:\"plot\"},title:{text:{valType:\"string\",dflt:\"\",editType:\"plot\"},font:c({},u,{}),position:{valType:\"enumerated\",values:[\"top left\",\"top center\",\"top right\",\"middle center\",\"bottom left\",\"bottom center\",\"bottom right\"],editType:\"plot\"},editType:\"plot\"},domain:a({name:\"pie\",trace:!0,editType:\"calc\"}),hole:{valType:\"number\",min:0,max:1,dflt:0,editType:\"calc\"},sort:{valType:\"boolean\",dflt:!0,editType:\"calc\"},direction:{valType:\"enumerated\",values:[\"clockwise\",\"counterclockwise\"],dflt:\"counterclockwise\",editType:\"calc\"},rotation:{valType:\"number\",min:-360,max:360,dflt:0,editType:\"calc\"},pull:{valType:\"number\",min:0,max:1,dflt:0,arrayOk:!0,editType:\"calc\"},_deprecated:{title:{valType:\"string\",dflt:\"\",editType:\"calc\"},titlefont:c({},u,{}),titleposition:{valType:\"enumerated\",values:[\"top left\",\"top center\",\"top right\",\"middle center\",\"bottom left\",\"bottom center\",\"bottom right\"],editType:\"calc\"}}}},{\"../../components/color/attributes\":591,\"../../lib/extend\":708,\"../../plots/attributes\":762,\"../../plots/domain\":790,\"../../plots/font_attributes\":791,\"../../plots/template_attributes\":841}],1095:[function(t,e,r){\"use strict\";var n=t(\"../../plots/plots\");r.name=\"pie\",r.plot=function(t,e,a,i){n.plotBasePlot(r.name,t,e,a,i)},r.clean=function(t,e,a,i){n.cleanBasePlot(r.name,t,e,a,i)}},{\"../../plots/plots\":826}],1096:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),a=t(\"tinycolor2\"),i=t(\"../../components/color\"),o={};function s(t){return function(e,r){return!!e&&(!!(e=a(e)).isValid()&&(e=i.addOpacity(e,e.getAlpha()),t[r]||(t[r]=e),e))}}function l(t,e){var r,n=JSON.stringify(t),i=e[n];if(!i){for(i=t.slice(),r=0;r<t.length;r++)i.push(a(t[r]).lighten(20).toHexString());for(r=0;r<t.length;r++)i.push(a(t[r]).darken(20).toHexString());e[n]=i}return i}e.exports={calc:function(t,e){var r,a,i=[],o=t._fullLayout,l=o.hiddenlabels||[],c=e.labels,u=e.marker.colors||[],h=e.values,f=e._length,p=e._hasValues&&f;if(e.dlabel)for(c=new Array(f),r=0;r<f;r++)c[r]=String(e.label0+r*e.dlabel);var d={},g=s(o[\"_\"+e.type+\"colormap\"]),v=0,m=!1;for(r=0;r<f;r++){var y,x,b;if(p){if(y=h[r],!n(y))continue;if((y=+y)<0)continue}else y=1;void 0!==(x=c[r])&&\"\"!==x||(x=r);var _=d[x=String(x)];void 0===_?(d[x]=i.length,(b=-1!==l.indexOf(x))||(v+=y),i.push({v:y,label:x,color:g(u[r],x),i:r,pts:[r],hidden:b})):(m=!0,(a=i[_]).v+=y,a.pts.push(r),a.hidden||(v+=y),!1===a.color&&u[r]&&(a.color=g(u[r],x)))}return(\"funnelarea\"===e.type?m:e.sort)&&i.sort(function(t,e){return e.v-t.v}),i[0]&&(i[0].vTotal=v),i},crossTraceCalc:function(t,e){var r=(e||{}).type;r||(r=\"pie\");var n=t._fullLayout,a=t.calcdata,i=n[r+\"colorway\"],s=n[\"_\"+r+\"colormap\"];n[\"extend\"+r+\"colors\"]&&(i=l(i,o));for(var c=0,u=0;u<a.length;u++){var h=a[u];if(h[0].trace.type===r)for(var f=0;f<h.length;f++){var p=h[f];!1===p.color&&(s[p.label]?p.color=s[p.label]:(s[p.label]=p.color=i[c%i.length],c++))}}},makePullColorFn:s,generateExtendedColors:l}},{\"../../components/color\":592,\"fast-isnumeric\":228,tinycolor2:536}],1097:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),a=t(\"../../lib\"),i=t(\"./attributes\"),o=t(\"../../plots/domain\").defaults,s=t(\"../bar/defaults\").handleText;function l(t,e){var r=Array.isArray(t),i=a.isArrayOrTypedArray(e),o=Math.min(r?t.length:1/0,i?e.length:1/0);if(isFinite(o)||(o=0),o&&i){for(var s,l=0;l<o;l++){var c=e[l];if(n(c)&&c>0){s=!0;break}}s||(o=0)}return{hasLabels:r,hasValues:i,len:o}}e.exports={handleLabelsAndValues:l,supplyDefaults:function(t,e,r,n){function c(r,n){return a.coerce(t,e,i,r,n)}var u=l(c(\"labels\"),c(\"values\")),h=u.len;if(e._hasLabels=u.hasLabels,e._hasValues=u.hasValues,!e._hasLabels&&e._hasValues&&(c(\"label0\"),c(\"dlabel\")),h){e._length=h,c(\"marker.line.width\")&&c(\"marker.line.color\"),c(\"marker.colors\"),c(\"scalegroup\");var f,p=c(\"text\"),d=c(\"texttemplate\");if(d||(f=c(\"textinfo\",Array.isArray(p)?\"text+percent\":\"percent\")),c(\"hovertext\"),c(\"hovertemplate\"),d||f&&\"none\"!==f){var g=c(\"textposition\");s(t,e,n,c,g,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1}),(Array.isArray(g)||\"auto\"===g||\"outside\"===g)&&c(\"automargin\"),(\"inside\"===g||\"auto\"===g||Array.isArray(g))&&c(\"insidetextorientation\")}o(e,n,c);var v=c(\"hole\");if(c(\"title.text\")){var m=c(\"title.position\",v?\"middle center\":\"top center\");v||\"middle center\"!==m||(e.title.position=\"top center\"),a.coerceFont(c,\"title.font\",n.font)}c(\"sort\"),c(\"direction\"),c(\"rotation\"),c(\"pull\")}else e.visible=!1}}},{\"../../lib\":717,\"../../plots/domain\":790,\"../bar/defaults\":860,\"./attributes\":1094,\"fast-isnumeric\":228}],1098:[function(t,e,r){\"use strict\";var n=t(\"../../components/fx/helpers\").appendArrayMultiPointValues;e.exports=function(t,e){var r={curveNumber:e.index,pointNumbers:t.pts,data:e._input,fullData:e,label:t.label,color:t.color,value:t.v,percent:t.percent,text:t.text,v:t.v};return 1===t.pts.length&&(r.pointNumber=r.i=t.pts[0]),n(r,e,t.pts),\"funnelarea\"===e.type&&(delete r.v,delete r.i),r}},{\"../../components/fx/helpers\":627}],1099:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");r.formatPiePercent=function(t,e){var r=(100*t).toPrecision(3);return-1!==r.lastIndexOf(\".\")&&(r=r.replace(/[.]?0+$/,\"\")),n.numSeparate(r,e)+\"%\"},r.formatPieValue=function(t,e){var r=t.toPrecision(10);return-1!==r.lastIndexOf(\".\")&&(r=r.replace(/[.]?0+$/,\"\")),n.numSeparate(r,e)},r.getFirstFilled=function(t,e){if(Array.isArray(t))for(var r=0;r<e.length;r++){var n=t[e[r]];if(n||0===n||\"\"===n)return n}},r.castOption=function(t,e){return Array.isArray(t)?r.getFirstFilled(t,e):t||void 0}},{\"../../lib\":717}],1100:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\").supplyDefaults,supplyLayoutDefaults:t(\"./layout_defaults\"),layoutAttributes:t(\"./layout_attributes\"),calc:t(\"./calc\").calc,crossTraceCalc:t(\"./calc\").crossTraceCalc,plot:t(\"./plot\").plot,style:t(\"./style\"),styleOne:t(\"./style_one\"),moduleType:\"trace\",name:\"pie\",basePlotModule:t(\"./base_plot\"),categories:[\"pie-like\",\"pie\",\"showLegend\"],meta:{}}},{\"./attributes\":1094,\"./base_plot\":1095,\"./calc\":1096,\"./defaults\":1097,\"./layout_attributes\":1101,\"./layout_defaults\":1102,\"./plot\":1103,\"./style\":1104,\"./style_one\":1105}],1101:[function(t,e,r){\"use strict\";e.exports={hiddenlabels:{valType:\"data_array\",editType:\"calc\"},piecolorway:{valType:\"colorlist\",editType:\"calc\"},extendpiecolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},{}],1102:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"./layout_attributes\");e.exports=function(t,e){function r(r,i){return n.coerce(t,e,a,r,i)}r(\"hiddenlabels\"),r(\"piecolorway\",e.colorway),r(\"extendpiecolors\")}},{\"../../lib\":717,\"./layout_attributes\":1101}],1103:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../plots/plots\"),i=t(\"../../components/fx\"),o=t(\"../../components/color\"),s=t(\"../../components/drawing\"),l=t(\"../../lib\"),c=t(\"../../lib/svg_text_utils\"),u=t(\"../bar/uniform_text\"),h=u.recordMinTextSize,f=u.clearMinTextSize,p=t(\"./helpers\"),d=t(\"./event_data\"),g=t(\"../../lib\").isValidTextValue;function v(t,e,r){var a=r[0],o=a.trace,s=a.cx,c=a.cy;\"_hasHoverLabel\"in o||(o._hasHoverLabel=!1),\"_hasHoverEvent\"in o||(o._hasHoverEvent=!1),t.on(\"mouseover\",function(t){var r=e._fullLayout,u=e._fullData[o.index];if(!e._dragging&&!1!==r.hovermode){var h=u.hoverinfo;if(Array.isArray(h)&&(h=i.castHoverinfo({hoverinfo:[p.castOption(h,t.pts)],_module:o._module},r,0)),\"all\"===h&&(h=\"label+text+value+percent+name\"),u.hovertemplate||\"none\"!==h&&\"skip\"!==h&&h){var f=t.rInscribed||0,g=s+t.pxmid[0]*(1-f),v=c+t.pxmid[1]*(1-f),m=r.separators,y=[];if(h&&-1!==h.indexOf(\"label\")&&y.push(t.label),t.text=p.castOption(u.hovertext||u.text,t.pts),h&&-1!==h.indexOf(\"text\")){var x=t.text;l.isValidTextValue(x)&&y.push(x)}t.value=t.v,t.valueLabel=p.formatPieValue(t.v,m),h&&-1!==h.indexOf(\"value\")&&y.push(t.valueLabel),t.percent=t.v/a.vTotal,t.percentLabel=p.formatPiePercent(t.percent,m),h&&-1!==h.indexOf(\"percent\")&&y.push(t.percentLabel);var b=u.hoverlabel,_=b.font;i.loneHover({trace:o,x0:g-f*a.r,x1:g+f*a.r,y:v,text:y.join(\"<br>\"),name:u.hovertemplate||-1!==h.indexOf(\"name\")?u.name:void 0,idealAlign:t.pxmid[0]<0?\"left\":\"right\",color:p.castOption(b.bgcolor,t.pts)||t.color,borderColor:p.castOption(b.bordercolor,t.pts),fontFamily:p.castOption(_.family,t.pts),fontSize:p.castOption(_.size,t.pts),fontColor:p.castOption(_.color,t.pts),nameLength:p.castOption(b.namelength,t.pts),textAlign:p.castOption(b.align,t.pts),hovertemplate:p.castOption(u.hovertemplate,t.pts),hovertemplateLabels:t,eventData:[d(t,u)]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:e}),o._hasHoverLabel=!0}o._hasHoverEvent=!0,e.emit(\"plotly_hover\",{points:[d(t,u)],event:n.event})}}),t.on(\"mouseout\",function(t){var r=e._fullLayout,a=e._fullData[o.index],s=n.select(this).datum();o._hasHoverEvent&&(t.originalEvent=n.event,e.emit(\"plotly_unhover\",{points:[d(s,a)],event:n.event}),o._hasHoverEvent=!1),o._hasHoverLabel&&(i.loneUnhover(r._hoverlayer.node()),o._hasHoverLabel=!1)}),t.on(\"click\",function(t){var r=e._fullLayout,a=e._fullData[o.index];e._dragging||!1===r.hovermode||(e._hoverdata=[d(t,a)],i.click(e,n.event))})}function m(t,e,r){var n=p.castOption(t.insidetextfont.color,e.pts);!n&&t._input.textfont&&(n=p.castOption(t._input.textfont.color,e.pts));var a=p.castOption(t.insidetextfont.family,e.pts)||p.castOption(t.textfont.family,e.pts)||r.family,i=p.castOption(t.insidetextfont.size,e.pts)||p.castOption(t.textfont.size,e.pts)||r.size;return{color:n||o.contrast(e.color),family:a,size:i}}function y(t,e){for(var r,n,a=0;a<t.length;a++)if((n=(r=t[a][0]).trace).title.text){var i=n.title.text;n._meta&&(i=l.templateString(i,n._meta));var o=s.tester.append(\"text\").attr(\"data-notex\",1).text(i).call(s.font,n.title.font).call(c.convertToTspans,e),u=s.bBox(o.node(),!0);r.titleBox={width:u.width,height:u.height},o.remove()}}function x(t,e,r){var n,a=Math.sqrt(t.width*t.width+t.height*t.height),i=e.halfangle,o=e.midangle,s=e.ring,l=e.rInscribed,c=r.r||e.rpx1,u=r.trace.insidetextorientation,h=\"horizontal\"===u,f=\"tangential\"===u,p=\"radial\"===u,d=\"auto\"===u,g=1===s&&Math.abs(e.startangle-e.stopangle)===2*Math.PI,v=[];if(!d){var m,y=function(r,a){if(function(t,e){var r=t.startangle,n=t.stopangle;return r>e&&e>n||r<e&&e<n}(e,r)){var i=Math.abs(r-e.startangle),o=Math.abs(r-e.stopangle),l=i<o?i:o;(n=\"tan\"===a?_(t,c,s,l,0):b(t,c,s,l,Math.PI/2)).textPosAngle=r,v.push(n)}};if(h||f){for(m=4;m>=-4;m-=2)y(Math.PI*m,\"tan\");for(m=4;m>=-4;m-=2)y(Math.PI*(m+1),\"tan\")}if(h||p){for(m=4;m>=-4;m-=2)y(Math.PI*(m+1.5),\"rad\");for(m=4;m>=-4;m-=2)y(Math.PI*(m+.5),\"rad\")}}if(g||d||h){if((n={scale:l*c*2/a,rCenter:1-l,rotate:0}).textPosAngle=(e.startangle+e.stopangle)/2,n.scale>=1)return n;v.push(n)}(d||p)&&((n=b(t,c,s,i,o)).textPosAngle=(e.startangle+e.stopangle)/2,v.push(n)),(d||f)&&((n=_(t,c,s,i,o)).textPosAngle=(e.startangle+e.stopangle)/2,v.push(n));for(var x=0,w=0,k=0;k<v.length;k++){var T=v[k].scale;if(w<T&&(w=T,x=k),!d&&w>=1)break}return v[x]}function b(t,e,r,n,a){var i=t.width/t.height,o=T(i,n,e,r);return{scale:2*o/t.height,rCenter:w(i,o/e),rotate:k(a)}}function _(t,e,r,n,a){var i=t.height/t.width,o=T(i,n,e,r);return{scale:2*o/t.width,rCenter:w(i,o/e),rotate:k(a+Math.PI/2)}}function w(t,e){return Math.cos(e)-t*e}function k(t){return(180/Math.PI*t+720)%180-90}function T(t,e,r,n){var a=t+1/(2*Math.tan(e));return r*Math.min(1/(Math.sqrt(a*a+.5)+a),n/(Math.sqrt(t*t+n/2)+t))}function M(t,e){return t.v!==e.vTotal||e.trace.hole?Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2):1}function A(t,e){var r=e.pxmid[0],n=e.pxmid[1],a=t.width/2,i=t.height/2;return r<0&&(a*=-1),n<0&&(i*=-1),{scale:1,rCenter:1,rotate:0,x:a+Math.abs(i)*(a>0?1:-1)/2,y:i/(1+r*r/(n*n)),outside:!0}}function S(t,e){var r,n,a,i=t.trace,o={x:t.cx,y:t.cy},s={tx:0,ty:0};s.ty+=i.title.font.size,a=L(i),-1!==i.title.position.indexOf(\"top\")?(o.y-=(1+a)*t.r,s.ty-=t.titleBox.height):-1!==i.title.position.indexOf(\"bottom\")&&(o.y+=(1+a)*t.r);var l,c,u=(l=t.r,c=t.trace.aspectratio,l/(void 0===c?1:c)),h=e.w*(i.domain.x[1]-i.domain.x[0])/2;return-1!==i.title.position.indexOf(\"left\")?(h+=u,o.x-=(1+a)*u,s.tx+=t.titleBox.width/2):-1!==i.title.position.indexOf(\"center\")?h*=2:-1!==i.title.position.indexOf(\"right\")&&(h+=u,o.x+=(1+a)*u,s.tx-=t.titleBox.width/2),r=h/t.titleBox.width,n=E(t,e)/t.titleBox.height,{x:o.x,y:o.y,scale:Math.min(r,n),tx:s.tx,ty:s.ty}}function E(t,e){var r=t.trace,n=e.h*(r.domain.y[1]-r.domain.y[0]);return Math.min(t.titleBox.height,n/2)}function L(t){var e,r=t.pull;if(!r)return 0;if(Array.isArray(r))for(r=0,e=0;e<t.pull.length;e++)t.pull[e]>r&&(r=t.pull[e]);return r}function C(t,e){for(var r=[],n=0;n<t.length;n++){var a=t[n][0],i=a.trace,o=i.domain,s=e.w*(o.x[1]-o.x[0]),l=e.h*(o.y[1]-o.y[0]);i.title.text&&\"middle center\"!==i.title.position&&(l-=E(a,e));var c=s/2,u=l/2;\"funnelarea\"!==i.type||i.scalegroup||(u/=i.aspectratio),a.r=Math.min(c,u)/(1+L(i)),a.cx=e.l+e.w*(i.domain.x[1]+i.domain.x[0])/2,a.cy=e.t+e.h*(1-i.domain.y[0])-l/2,i.title.text&&-1!==i.title.position.indexOf(\"bottom\")&&(a.cy-=E(a,e)),i.scalegroup&&-1===r.indexOf(i.scalegroup)&&r.push(i.scalegroup)}!function(t,e){for(var r,n,a,i=0;i<e.length;i++){var o=1/0,s=e[i];for(n=0;n<t.length;n++)if(r=t[n][0],(a=r.trace).scalegroup===s){var l;if(\"pie\"===a.type)l=r.r*r.r;else if(\"funnelarea\"===a.type){var c,u;a.aspectratio>1?(c=r.r,u=c/a.aspectratio):(u=r.r,c=u*a.aspectratio),c*=(1+a.baseratio)/2,l=c*u}o=Math.min(o,l/r.vTotal)}for(n=0;n<t.length;n++)if(r=t[n][0],(a=r.trace).scalegroup===s){var h=o*r.vTotal;\"funnelarea\"===a.type&&(h/=(1+a.baseratio)/2,h/=a.aspectratio),r.r=Math.sqrt(h)}}}(t,r)}function P(t,e){return[t*Math.sin(e),-t*Math.cos(e)]}function O(t,e,r){var n=t._fullLayout,a=r.trace,i=a.texttemplate,o=a.textinfo;if(!i&&o&&\"none\"!==o){var s,c=o.split(\"+\"),u=function(t){return-1!==c.indexOf(t)},h=u(\"label\"),f=u(\"text\"),d=u(\"value\"),v=u(\"percent\"),m=n.separators;if(s=h?[e.label]:[],f){var y=p.getFirstFilled(a.text,e.pts);g(y)&&s.push(y)}d&&s.push(p.formatPieValue(e.v,m)),v&&s.push(p.formatPiePercent(e.v/r.vTotal,m)),e.text=s.join(\"<br>\")}if(i){var x=l.castOption(a,e.i,\"texttemplate\");if(x){var b=function(t){return{label:t.label,value:t.v,valueLabel:p.formatPieValue(t.v,n.separators),percent:t.v/r.vTotal,percentLabel:p.formatPiePercent(t.v/r.vTotal,n.separators),color:t.color,text:t.text,customdata:l.castOption(a,t.i,\"customdata\")}}(e),_=p.getFirstFilled(a.text,e.pts);(g(_)||\"\"===_)&&(b.text=_),e.text=l.texttemplateString(x,b,t._fullLayout._d3locale,b,a._meta||{})}else e.text=\"\"}}function z(t,e){var r=t.rotate,n=t.scale;n>1&&(n=1);var a=r*Math.PI/180,i=Math.cos(a),o=Math.sin(a),s=(e.left+e.right)/2,l=(e.top+e.bottom)/2;t.textX=s*i-l*o,t.textY=s*o+l*i,t.noCenter=!0}e.exports={plot:function(t,e){var r=t._fullLayout,i=r._size;f(\"pie\",r),y(e,t),C(e,i);var u=l.makeTraceGroups(r._pielayer,e,\"trace\").each(function(e){var u=n.select(this),f=e[0],d=f.trace;!function(t){var e,r,n,a=t[0],i=a.r,o=a.trace,s=o.rotation*Math.PI/180,l=2*Math.PI/a.vTotal,c=\"px0\",u=\"px1\";if(\"counterclockwise\"===o.direction){for(e=0;e<t.length&&t[e].hidden;e++);if(e===t.length)return;s+=l*t[e].v,l*=-1,c=\"px1\",u=\"px0\"}for(n=P(i,s),e=0;e<t.length;e++)(r=t[e]).hidden||(r[c]=n,r.startangle=s,s+=l*r.v/2,r.pxmid=P(i,s),r.midangle=s,s+=l*r.v/2,n=P(i,s),r.stopangle=s,r[u]=n,r.largeArc=r.v>a.vTotal/2?1:0,r.halfangle=Math.PI*Math.min(r.v/a.vTotal,.5),r.ring=1-o.hole,r.rInscribed=M(r,a))}(e),u.attr(\"stroke-linejoin\",\"round\"),u.each(function(){var g=n.select(this).selectAll(\"g.slice\").data(e);g.enter().append(\"g\").classed(\"slice\",!0),g.exit().remove();var y=[[[],[]],[[],[]]],b=!1;g.each(function(a,i){if(a.hidden)n.select(this).selectAll(\"path,g\").remove();else{a.pointNumber=a.i,a.curveNumber=d.index,y[a.pxmid[1]<0?0:1][a.pxmid[0]<0?0:1].push(a);var o=f.cx,u=f.cy,g=n.select(this),_=g.selectAll(\"path.surface\").data([a]);if(_.enter().append(\"path\").classed(\"surface\",!0).style({\"pointer-events\":\"all\"}),g.call(v,t,e),d.pull){var w=+p.castOption(d.pull,a.pts)||0;w>0&&(o+=w*a.pxmid[0],u+=w*a.pxmid[1])}a.cxFinal=o,a.cyFinal=u;var k=d.hole;if(a.v===f.vTotal){var T=\"M\"+(o+a.px0[0])+\",\"+(u+a.px0[1])+C(a.px0,a.pxmid,!0,1)+C(a.pxmid,a.px0,!0,1)+\"Z\";k?_.attr(\"d\",\"M\"+(o+k*a.px0[0])+\",\"+(u+k*a.px0[1])+C(a.px0,a.pxmid,!1,k)+C(a.pxmid,a.px0,!1,k)+\"Z\"+T):_.attr(\"d\",T)}else{var M=C(a.px0,a.px1,!0,1);if(k){var S=1-k;_.attr(\"d\",\"M\"+(o+k*a.px1[0])+\",\"+(u+k*a.px1[1])+C(a.px1,a.px0,!1,k)+\"l\"+S*a.px0[0]+\",\"+S*a.px0[1]+M+\"Z\")}else _.attr(\"d\",\"M\"+o+\",\"+u+\"l\"+a.px0[0]+\",\"+a.px0[1]+M+\"Z\")}O(t,a,f);var E=p.castOption(d.textposition,a.pts),L=g.selectAll(\"g.slicetext\").data(a.text&&\"none\"!==E?[0]:[]);L.enter().append(\"g\").classed(\"slicetext\",!0),L.exit().remove(),L.each(function(){var g=l.ensureSingle(n.select(this),\"text\",\"\",function(t){t.attr(\"data-notex\",1)}),v=l.ensureUniformFontSize(t,\"outside\"===E?function(t,e,r){var n=p.castOption(t.outsidetextfont.color,e.pts)||p.castOption(t.textfont.color,e.pts)||r.color,a=p.castOption(t.outsidetextfont.family,e.pts)||p.castOption(t.textfont.family,e.pts)||r.family,i=p.castOption(t.outsidetextfont.size,e.pts)||p.castOption(t.textfont.size,e.pts)||r.size;return{color:n,family:a,size:i}}(d,a,r.font):m(d,a,r.font));g.text(a.text).attr({class:\"slicetext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,v).call(c.convertToTspans,t);var y,_=s.bBox(g.node());if(\"outside\"===E)y=A(_,a);else if(y=x(_,a,f),\"auto\"===E&&y.scale<1){var w=l.ensureUniformFontSize(t,d.outsidetextfont);g.call(s.font,w),y=A(_=s.bBox(g.node()),a)}var k=y.textPosAngle,T=void 0===k?a.pxmid:P(f.r,k);if(y.targetX=o+T[0]*y.rCenter+(y.x||0),y.targetY=u+T[1]*y.rCenter+(y.y||0),z(y,_),y.outside){var M=y.targetY;a.yLabelMin=M-_.height/2,a.yLabelMid=M,a.yLabelMax=M+_.height/2,a.labelExtraX=0,a.labelExtraY=0,b=!0}y.fontSize=v.size,h(d.type,y,r),e[i].transform=y,g.attr(\"transform\",l.getTextTransform(y))})}function C(t,e,r,n){var i=n*(e[0]-t[0]),o=n*(e[1]-t[1]);return\"a\"+n*f.r+\",\"+n*f.r+\" 0 \"+a.largeArc+(r?\" 1 \":\" 0 \")+i+\",\"+o}});var _=n.select(this).selectAll(\"g.titletext\").data(d.title.text?[0]:[]);if(_.enter().append(\"g\").classed(\"titletext\",!0),_.exit().remove(),_.each(function(){var e,r=l.ensureSingle(n.select(this),\"text\",\"\",function(t){t.attr(\"data-notex\",1)}),a=d.title.text;d._meta&&(a=l.templateString(a,d._meta)),r.text(a).attr({class:\"titletext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,d.title.font).call(c.convertToTspans,t),e=\"middle center\"===d.title.position?function(t){var e=Math.sqrt(t.titleBox.width*t.titleBox.width+t.titleBox.height*t.titleBox.height);return{x:t.cx,y:t.cy,scale:t.trace.hole*t.r*2/e,tx:0,ty:-t.titleBox.height/2+t.trace.title.font.size}}(f):S(f,i),r.attr(\"transform\",\"translate(\"+e.x+\",\"+e.y+\")\"+(e.scale<1?\"scale(\"+e.scale+\")\":\"\")+\"translate(\"+e.tx+\",\"+e.ty+\")\")}),b&&function(t,e){var r,n,a,i,o,s,l,c,u,h,f,d,g;function v(t,e){return t.pxmid[1]-e.pxmid[1]}function m(t,e){return e.pxmid[1]-t.pxmid[1]}function y(t,r){r||(r={});var a,c,u,f,d,g,v=r.labelExtraY+(n?r.yLabelMax:r.yLabelMin),m=n?t.yLabelMin:t.yLabelMax,y=n?t.yLabelMax:t.yLabelMin,x=t.cyFinal+o(t.px0[1],t.px1[1]),b=v-m;if(b*l>0&&(t.labelExtraY=b),Array.isArray(e.pull))for(c=0;c<h.length;c++)(u=h[c])===t||(p.castOption(e.pull,t.pts)||0)>=(p.castOption(e.pull,u.pts)||0)||((t.pxmid[1]-u.pxmid[1])*l>0?(f=u.cyFinal+o(u.px0[1],u.px1[1]),(b=f-m-t.labelExtraY)*l>0&&(t.labelExtraY+=b)):(y+t.labelExtraY-x)*l>0&&(a=3*s*Math.abs(c-h.indexOf(t)),d=u.cxFinal+i(u.px0[0],u.px1[0]),(g=d+a-(t.cxFinal+t.pxmid[0])-t.labelExtraX)*s>0&&(t.labelExtraX+=g)))}for(n=0;n<2;n++)for(a=n?v:m,o=n?Math.max:Math.min,l=n?1:-1,r=0;r<2;r++){for(i=r?Math.max:Math.min,s=r?1:-1,(c=t[n][r]).sort(a),u=t[1-n][r],h=u.concat(c),d=[],f=0;f<c.length;f++)void 0!==c[f].yLabelMid&&d.push(c[f]);for(g=!1,f=0;n&&f<u.length;f++)if(void 0!==u[f].yLabelMid){g=u[f];break}for(f=0;f<d.length;f++){var x=f&&d[f-1];g&&!f&&(x=g),y(d[f],x)}}}(y,d),function(t,e){t.each(function(t){var r=n.select(this);if(t.labelExtraX||t.labelExtraY){var a=r.select(\"g.slicetext text\");t.transform.targetX+=t.labelExtraX,t.transform.targetY+=t.labelExtraY,a.attr(\"transform\",l.getTextTransform(t.transform));var i=t.cxFinal+t.pxmid[0],s=t.cyFinal+t.pxmid[1],c=\"M\"+i+\",\"+s,u=(t.yLabelMax-t.yLabelMin)*(t.pxmid[0]<0?-1:1)/4;if(t.labelExtraX){var h=t.labelExtraX*t.pxmid[1]/t.pxmid[0],f=t.yLabelMid+t.labelExtraY-(t.cyFinal+t.pxmid[1]);Math.abs(h)>Math.abs(f)?c+=\"l\"+f*t.pxmid[0]/t.pxmid[1]+\",\"+f+\"H\"+(i+t.labelExtraX+u):c+=\"l\"+t.labelExtraX+\",\"+h+\"v\"+(f-h)+\"h\"+u}else c+=\"V\"+(t.yLabelMid+t.labelExtraY)+\"h\"+u;l.ensureSingle(r,\"path\",\"textline\").call(o.stroke,e.outsidetextfont.color).attr({\"stroke-width\":Math.min(2,e.outsidetextfont.size/8),d:c,fill:\"none\"})}else r.select(\"path.textline\").remove()})}(g,d),b&&d.automargin){var w=s.bBox(u.node()),k=d.domain,T=i.w*(k.x[1]-k.x[0]),M=i.h*(k.y[1]-k.y[0]),E=(.5*T-f.r)/i.w,L=(.5*M-f.r)/i.h;a.autoMargin(t,\"pie.\"+d.uid+\".automargin\",{xl:k.x[0]-E,xr:k.x[1]+E,yb:k.y[0]-L,yt:k.y[1]+L,l:Math.max(f.cx-f.r-w.left,0),r:Math.max(w.right-(f.cx+f.r),0),b:Math.max(w.bottom-(f.cy+f.r),0),t:Math.max(f.cy-f.r-w.top,0),pad:5})}})});setTimeout(function(){u.selectAll(\"tspan\").each(function(){var t=n.select(this);t.attr(\"dy\")&&t.attr(\"dy\",t.attr(\"dy\"))})},0)},formatSliceLabel:O,transformInsideText:x,determineInsideTextFont:m,positionTitleOutside:S,prerenderTitles:y,layoutAreas:C,attachFxHandlers:v,computeTransform:z}},{\"../../components/color\":592,\"../../components/drawing\":613,\"../../components/fx\":630,\"../../lib\":717,\"../../lib/svg_text_utils\":741,\"../../plots/plots\":826,\"../bar/uniform_text\":872,\"./event_data\":1098,\"./helpers\":1099,d3:165}],1104:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"./style_one\"),i=t(\"../bar/uniform_text\").resizeText;e.exports=function(t){var e=t._fullLayout._pielayer.selectAll(\".trace\");i(t,e,\"pie\"),e.each(function(t){var e=t[0].trace,r=n.select(this);r.style({opacity:e.opacity}),r.selectAll(\"path.surface\").each(function(t){n.select(this).call(a,t,e)})})}},{\"../bar/uniform_text\":872,\"./style_one\":1105,d3:165}],1105:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),a=t(\"./helpers\").castOption;e.exports=function(t,e,r){var i=r.marker.line,o=a(i.color,e.pts)||n.defaultLine,s=a(i.width,e.pts)||0;t.style(\"stroke-width\",s).call(n.fill,e.color).call(n.stroke,o)}},{\"../../components/color\":592,\"./helpers\":1099}],1106:[function(t,e,r){\"use strict\";var n=t(\"../scatter/attributes\");e.exports={x:n.x,y:n.y,xy:{valType:\"data_array\",editType:\"calc\"},indices:{valType:\"data_array\",editType:\"calc\"},xbounds:{valType:\"data_array\",editType:\"calc\"},ybounds:{valType:\"data_array\",editType:\"calc\"},text:n.text,marker:{color:{valType:\"color\",arrayOk:!1,editType:\"calc\"},opacity:{valType:\"number\",min:0,max:1,dflt:1,arrayOk:!1,editType:\"calc\"},blend:{valType:\"boolean\",dflt:null,editType:\"calc\"},sizemin:{valType:\"number\",min:.1,max:2,dflt:.5,editType:\"calc\"},sizemax:{valType:\"number\",min:.1,dflt:20,editType:\"calc\"},border:{color:{valType:\"color\",arrayOk:!1,editType:\"calc\"},arearatio:{valType:\"number\",min:0,max:1,dflt:0,editType:\"calc\"},editType:\"calc\"},editType:\"calc\"},transforms:void 0}},{\"../scatter/attributes\":1120}],1107:[function(t,e,r){\"use strict\";var n=t(\"gl-pointcloud2d\"),a=t(\"../../lib/str2rgbarray\"),i=t(\"../../plots/cartesian/autorange\").findExtremes,o=t(\"../scatter/get_trace_color\");function s(t,e){this.scene=t,this.uid=e,this.type=\"pointcloud\",this.pickXData=[],this.pickYData=[],this.xData=[],this.yData=[],this.textLabels=[],this.color=\"rgb(0, 0, 0)\",this.name=\"\",this.hoverinfo=\"all\",this.idToIndex=new Int32Array(0),this.bounds=[0,0,0,0],this.pointcloudOptions={positions:new Float32Array(0),idToIndex:this.idToIndex,sizemin:.5,sizemax:12,color:[0,0,0,1],areaRatio:1,borderColor:[0,0,0,1]},this.pointcloud=n(t.glplot,this.pointcloudOptions),this.pointcloud._trace=this}var l=s.prototype;l.handlePick=function(t){var e=this.idToIndex[t.pointId];return{trace:this,dataCoord:t.dataCoord,traceCoord:this.pickXYData?[this.pickXYData[2*e],this.pickXYData[2*e+1]]:[this.pickXData[e],this.pickYData[e]],textLabel:Array.isArray(this.textLabels)?this.textLabels[e]:this.textLabels,color:this.color,name:this.name,pointIndex:e,hoverinfo:this.hoverinfo}},l.update=function(t){this.index=t.index,this.textLabels=t.text,this.name=t.name,this.hoverinfo=t.hoverinfo,this.bounds=[1/0,1/0,-1/0,-1/0],this.updateFast(t),this.color=o(t,{})},l.updateFast=function(t){var e,r,n,o,s,l,c=this.xData=this.pickXData=t.x,u=this.yData=this.pickYData=t.y,h=this.pickXYData=t.xy,f=t.xbounds&&t.ybounds,p=t.indices,d=this.bounds;if(h){if(n=h,e=h.length>>>1,f)d[0]=t.xbounds[0],d[2]=t.xbounds[1],d[1]=t.ybounds[0],d[3]=t.ybounds[1];else for(l=0;l<e;l++)o=n[2*l],s=n[2*l+1],o<d[0]&&(d[0]=o),o>d[2]&&(d[2]=o),s<d[1]&&(d[1]=s),s>d[3]&&(d[3]=s);if(p)r=p;else for(r=new Int32Array(e),l=0;l<e;l++)r[l]=l}else for(e=c.length,n=new Float32Array(2*e),r=new Int32Array(e),l=0;l<e;l++)o=c[l],s=u[l],r[l]=l,n[2*l]=o,n[2*l+1]=s,o<d[0]&&(d[0]=o),o>d[2]&&(d[2]=o),s<d[1]&&(d[1]=s),s>d[3]&&(d[3]=s);this.idToIndex=r,this.pointcloudOptions.idToIndex=r,this.pointcloudOptions.positions=n;var g=a(t.marker.color),v=a(t.marker.border.color),m=t.opacity*t.marker.opacity;g[3]*=m,this.pointcloudOptions.color=g;var y=t.marker.blend;if(null===y){y=c.length<100||u.length<100}this.pointcloudOptions.blend=y,v[3]*=m,this.pointcloudOptions.borderColor=v;var x=t.marker.sizemin,b=Math.max(t.marker.sizemax,t.marker.sizemin);this.pointcloudOptions.sizeMin=x,this.pointcloudOptions.sizeMax=b,this.pointcloudOptions.areaRatio=t.marker.border.arearatio,this.pointcloud.update(this.pointcloudOptions);var _=this.scene.xaxis,w=this.scene.yaxis,k=b/2||.5;t._extremes[_._id]=i(_,[d[0],d[2]],{ppad:k}),t._extremes[w._id]=i(w,[d[1],d[3]],{ppad:k})},l.dispose=function(){this.pointcloud.dispose()},e.exports=function(t,e){var r=new s(t,e.uid);return 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n=\"bgsankey-\"+e.trace.uid+\"-\"+r;h.ensureSingle(t._fullLayout._draggers,\"rect\",n),t._fullData[r]._bgRect=a.select(\".\"+n),t._fullData[r]._bgRect.style(\"pointer-events\",\"all\").attr(\"width\",e.width).attr(\"height\",e.height).attr(\"x\",e.translateX).attr(\"y\",e.translateY).classed(\"bgsankey\",!0).style({fill:\"transparent\",\"stroke-width\":0})}),_.transition().ease(n.ease).duration(n.duration).attr(\"transform\",T);var z=_.selectAll(\".\"+n.cn.sankeyLinks).data(d,p);z.enter().append(\"g\").classed(n.cn.sankeyLinks,!0).style(\"fill\",\"none\");var I=z.selectAll(\".\"+n.cn.sankeyLink).data(function(t){return t.graph.links.filter(function(t){return t.value}).map(function(t,e,r){var n=i(e.color),a=e.source.label+\"|\"+e.target.label+\"__\"+r;return e.trace=t.trace,e.curveNumber=t.trace.index,{circular:t.circular,key:a,traceId:t.key,pointNumber:e.pointNumber,link:e,tinyColorHue:o.tinyRGB(n),tinyColorAlpha:n.getAlpha(),linkPath:y,linkLineColor:t.linkLineColor,linkLineWidth:t.linkLineWidth,valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,parent:t,interactionState:t.interactionState,flow:e.flow}}.bind(null,t))},p);I.enter().append(\"path\").classed(n.cn.sankeyLink,!0).call(P,_,f.linkEvents),I.style(\"stroke\",function(t){return k(t)?o.tinyRGB(i(t.linkLineColor)):t.tinyColorHue}).style(\"stroke-opacity\",function(t){return k(t)?o.opacity(t.linkLineColor):t.tinyColorAlpha}).style(\"fill\",function(t){return t.tinyColorHue}).style(\"fill-opacity\",function(t){return t.tinyColorAlpha}).style(\"stroke-width\",function(t){return k(t)?t.linkLineWidth:1}).attr(\"d\",y()),I.style(\"opacity\",function(){return t._context.staticPlot||v||m?1:0}).transition().ease(n.ease).duration(n.duration).style(\"opacity\",1),I.exit().transition().ease(n.ease).duration(n.duration).style(\"opacity\",0).remove();var D=_.selectAll(\".\"+n.cn.sankeyNodeSet).data(d,p);D.enter().append(\"g\").classed(n.cn.sankeyNodeSet,!0),D.style(\"cursor\",function(t){switch(t.arrangement){case\"fixed\":return\"default\";case\"perpendicular\":return\"ns-resize\";default:return\"move\"}});var R=D.selectAll(\".\"+n.cn.sankeyNode).data(function(t){var e=t.graph.nodes;return function(t){var e,r=[];for(e=0;e<t.length;e++)t[e].originalX=(t[e].x0+t[e].x1)/2,t[e].originalY=(t[e].y0+t[e].y1)/2,-1===r.indexOf(t[e].originalX)&&r.push(t[e].originalX);for(r.sort(function(t,e){return t-e}),e=0;e<t.length;e++)t[e].originalLayerIndex=r.indexOf(t[e].originalX),t[e].originalLayer=t[e].originalLayerIndex/(r.length-1)}(e),e.map(function(t,e){var r=i(e.color),a=n.nodePadAcross,s=t.nodePad/2;e.dx=e.x1-e.x0,e.dy=e.y1-e.y0;var l=e.dx,c=Math.max(.5,e.dy),u=\"node_\"+e.pointNumber;return e.group&&(u=h.randstr()),e.trace=t.trace,e.curveNumber=t.trace.index,{index:e.pointNumber,key:u,partOfGroup:e.partOfGroup||!1,group:e.group,traceId:t.key,trace:t.trace,node:e,nodePad:t.nodePad,nodeLineColor:t.nodeLineColor,nodeLineWidth:t.nodeLineWidth,textFont:t.textFont,size:t.horizontal?t.height:t.width,visibleWidth:Math.ceil(l),visibleHeight:c,zoneX:-a,zoneY:-s,zoneWidth:l+2*a,zoneHeight:c+2*s,labelY:t.horizontal?e.dy/2+1:e.dx/2+1,left:1===e.originalLayer,sizeAcross:t.width,forceLayouts:t.forceLayouts,horizontal:t.horizontal,darkBackground:r.getBrightness()<=128,tinyColorHue:o.tinyRGB(r),tinyColorAlpha:r.getAlpha(),valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,graph:t.graph,arrangement:t.arrangement,uniqueNodeLabelPathId:[t.guid,t.key,u].join(\"_\"),interactionState:t.interactionState,figure:t}}.bind(null,t))},p);R.enter().append(\"g\").classed(n.cn.sankeyNode,!0).call(x).style(\"opacity\",function(e){return!t._context.staticPlot&&!v||e.partOfGroup?0:1}),R.call(P,_,f.nodeEvents).call(O,I,f,t),R.transition().ease(n.ease).duration(n.duration).call(x).style(\"opacity\",function(t){return t.partOfGroup?0:1}),R.exit().transition().ease(n.ease).duration(n.duration).style(\"opacity\",0).remove();var F=R.selectAll(\".\"+n.cn.nodeRect).data(d);F.enter().append(\"rect\").classed(n.cn.nodeRect,!0).call(w),F.style(\"stroke-width\",function(t){return t.nodeLineWidth}).style(\"stroke\",function(t){return o.tinyRGB(i(t.nodeLineColor))}).style(\"stroke-opacity\",function(t){return o.opacity(t.nodeLineColor)}).style(\"fill\",function(t){return t.tinyColorHue}).style(\"fill-opacity\",function(t){return t.tinyColorAlpha}),F.transition().ease(n.ease).duration(n.duration).call(w);var B=R.selectAll(\".\"+n.cn.nodeCapture).data(d);B.enter().append(\"rect\").classed(n.cn.nodeCapture,!0).style(\"fill-opacity\",0),B.attr(\"x\",function(t){return t.zoneX}).attr(\"y\",function(t){return t.zoneY}).attr(\"width\",function(t){return t.zoneWidth}).attr(\"height\",function(t){return t.zoneHeight});var 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d=t.opacity;if(t.marker&&t.marker.opacity&&(d*=t.marker.opacity),r={gl:this.scene.glplot.gl,position:p.position,color:p.scatterColor,size:p.scatterSize,glyph:p.scatterMarker,opacity:d,orthographic:!0,lineWidth:p.scatterLineWidth,lineColor:p.scatterLineColor,project:p.project,projectScale:p.projectScale,projectOpacity:p.projectOpacity},-1!==this.mode.indexOf(\"markers\")?this.scatterPlot?this.scatterPlot.update(r):(this.scatterPlot=a(r),this.scatterPlot._trace=this,this.scatterPlot.highlightScale=1,this.scene.glplot.add(this.scatterPlot)):this.scatterPlot&&(this.scene.glplot.remove(this.scatterPlot),this.scatterPlot.dispose(),this.scatterPlot=null),c={gl:this.scene.glplot.gl,position:p.position,glyph:p.text,color:p.textColor,size:p.textSize,angle:p.textAngle,alignment:p.textOffset,font:p.textFont,orthographic:!0,lineWidth:0,project:!1,opacity:t.opacity},this.textLabels=t.hovertext||t.text,-1!==this.mode.indexOf(\"text\")?this.textMarkers?this.textMarkers.update(c):(this.textMarkers=a(c),this.textMarkers._trace=this,this.textMarkers.highlightScale=1,this.scene.glplot.add(this.textMarkers)):this.textMarkers&&(this.scene.glplot.remove(this.textMarkers),this.textMarkers.dispose(),this.textMarkers=null),l={gl:this.scene.glplot.gl,position:p.position,color:p.errorColor,error:p.errorBounds,lineWidth:p.errorLineWidth,capSize:p.errorCapSize,opacity:t.opacity},this.errorBars?p.errorBounds?this.errorBars.update(l):(this.scene.glplot.remove(this.errorBars),this.errorBars.dispose(),this.errorBars=null):p.errorBounds&&(this.errorBars=i(l),this.errorBars._trace=this,this.scene.glplot.add(this.errorBars)),p.delaunayAxis>=0){var 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n=t(\"../../lib\"),a=t(\"../scatter/constants\"),i=t(\"../scatter/subtypes\"),o=t(\"../scatter/marker_defaults\"),s=t(\"../scatter/line_defaults\"),l=t(\"../scatter/line_shape_defaults\"),c=t(\"../scatter/text_defaults\"),u=t(\"../scatter/fillcolor_defaults\"),h=t(\"./attributes\");e.exports=function(t,e,r,f){function p(r,a){return n.coerce(t,e,h,r,a)}p(\"carpet\"),e.xaxis=\"x\",e.yaxis=\"y\";var d=p(\"a\"),g=p(\"b\"),v=Math.min(d.length,g.length);if(v){e._length=v,p(\"text\"),p(\"texttemplate\"),p(\"hovertext\"),p(\"mode\",v<a.PTS_LINESONLY?\"lines+markers\":\"lines\"),i.hasLines(e)&&(s(t,e,r,f,p),l(t,e,p),p(\"connectgaps\")),i.hasMarkers(e)&&o(t,e,r,f,p,{gradient:!0}),i.hasText(e)&&c(t,e,f,p);var m=[];(i.hasMarkers(e)||i.hasText(e))&&(p(\"marker.maxdisplayed\"),m.push(\"points\")),p(\"fill\"),\"none\"!==e.fill&&(u(t,e,r,p),i.hasLines(e)||l(t,e,p)),\"tonext\"!==e.fill&&\"toself\"!==e.fill||m.push(\"fills\"),\"fills\"!==p(\"hoveron\",m.join(\"+\")||\"points\")&&p(\"hovertemplate\"),n.coerceSelectionMarkerOpacity(e,p)}else e.visible=!1}},{\"../../lib\":717,\"../scatter/constants\":1124,\"../scatter/fillcolor_defaults\":1128,\"../scatter/line_defaults\":1133,\"../scatter/line_shape_defaults\":1135,\"../scatter/marker_defaults\":1139,\"../scatter/subtypes\":1144,\"../scatter/text_defaults\":1145,\"./attributes\":1153}],1156:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,a){var i=n[a];return t.a=i.a,t.b=i.b,t.y=i.y,t}},{}],1157:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r={},n=e._carpet,a=n.ab2ij([t.a,t.b]),i=Math.floor(a[0]),o=a[0]-i,s=Math.floor(a[1]),l=a[1]-s,c=n.evalxy([],i,s,o,l);return r.yLabel=c[1].toFixed(3),r}},{}],1158:[function(t,e,r){\"use strict\";var n=t(\"../scatter/hover\"),a=t(\"../../lib\").fillText;e.exports=function(t,e,r,i){var o=n(t,e,r,i);if(o&&!1!==o[0].index){var s=o[0];if(void 0===s.index){var l=1-s.y0/t.ya._length,c=t.xa._length,u=c*l/2,h=c-u;return s.x0=Math.max(Math.min(s.x0,h),u),s.x1=Math.max(Math.min(s.x1,h),u),o}var f=s.cd[s.index];s.a=f.a,s.b=f.b,s.xLabelVal=void 0,s.yLabelVal=void 0;var p=s.trace,d=p._carpet,g=p._module.formatLabels(f,p);s.yLabel=g.yLabel,delete s.text;var v=[];if(!p.hovertemplate){var m=(f.hi||p.hoverinfo).split(\"+\");-1!==m.indexOf(\"all\")&&(m=[\"a\",\"b\",\"text\"]),-1!==m.indexOf(\"a\")&&y(d.aaxis,f.a),-1!==m.indexOf(\"b\")&&y(d.baxis,f.b),v.push(\"y: \"+s.yLabel),-1!==m.indexOf(\"text\")&&a(f,p,v),s.extraText=v.join(\"<br>\")}return o}function y(t,e){var r;r=t.labelprefix&&t.labelprefix.length>0?t.labelprefix.replace(/ = $/,\"\"):t._hovertitle,v.push(r+\": \"+e.toFixed(3)+t.labelsuffix)}}},{\"../../lib\":717,\"../scatter/hover\":1131}],1159:[function(t,e,r){\"use 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n=t(\"../scatter/plot\"),a=t(\"../../plots/cartesian/axes\"),i=t(\"../../components/drawing\");e.exports=function(t,e,r,o){var s,l,c,u=r[0][0].carpet,h={xaxis:a.getFromId(t,u.xaxis||\"x\"),yaxis:a.getFromId(t,u.yaxis||\"y\"),plot:e.plot};for(n(t,h,r,o),s=0;s<r.length;s++)l=r[s][0].trace,c=o.selectAll(\"g.trace\"+l.uid+\" .js-line\"),i.setClipUrl(c,r[s][0].carpet._clipPathId,t)}},{\"../../components/drawing\":613,\"../../plots/cartesian/axes\":765,\"../scatter/plot\":1140}],1161:[function(t,e,r){\"use strict\";var n=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../../plots/template_attributes\").texttemplateAttrs,i=t(\"../scatter/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../components/colorscale/attributes\"),l=t(\"../../components/drawing/attributes\").dash,c=t(\"../../lib/extend\").extendFlat,u=t(\"../../plot_api/edit_types\").overrideAll,h=i.marker,f=i.line,p=h.line;e.exports=u({lon:{valType:\"data_array\"},lat:{valType:\"data_array\"},locations:{valType:\"data_array\"},locationmode:{valType:\"enumerated\",values:[\"ISO-3\",\"USA-states\",\"country 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n=t(\"../../lib\"),a=t(\"../scatter/subtypes\"),i=t(\"../scatter/marker_defaults\"),o=t(\"../scatter/line_defaults\"),s=t(\"../scatter/text_defaults\"),l=t(\"../scatter/fillcolor_defaults\"),c=t(\"./attributes\");e.exports=function(t,e,r,u){function h(r,a){return n.coerce(t,e,c,r,a)}var f,p=h(\"locations\");if(p&&p.length){var d,g=h(\"geojson\");(\"string\"==typeof g&&\"\"!==g||n.isPlainObject(g))&&(d=\"geojson-id\"),\"geojson-id\"===h(\"locationmode\",d)&&h(\"featureidkey\"),f=p.length}else{var v=h(\"lon\")||[],m=h(\"lat\")||[];f=Math.min(v.length,m.length)}f?(e._length=f,h(\"text\"),h(\"hovertext\"),h(\"hovertemplate\"),h(\"mode\"),a.hasLines(e)&&(o(t,e,r,u,h),h(\"connectgaps\")),a.hasMarkers(e)&&i(t,e,r,u,h,{gradient:!0}),a.hasText(e)&&(h(\"texttemplate\"),s(t,e,u,h)),h(\"fill\"),\"none\"!==e.fill&&l(t,e,r,h),n.coerceSelectionMarkerOpacity(e,h)):e.visible=!1}},{\"../../lib\":717,\"../scatter/fillcolor_defaults\":1128,\"../scatter/line_defaults\":1133,\"../scatter/marker_defaults\":1139,\"../scatter/subtypes\":1144,\"../scatter/text_defaults\":1145,\"./attributes\":1161}],1164:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,a){t.lon=e.lon,t.lat=e.lat,t.location=e.loc?e.loc:null;var i=n[a];return i.fIn&&i.fIn.properties&&(t.properties=i.fIn.properties),t}},{}],1165:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\");e.exports=function(t,e,r){var a={},i=r[e.geo]._subplot.mockAxis,o=t.lonlat;return 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t.lonLabel=b.lonLabel,t.latLabel=b.latLabel,t.color=i(c,g),t.extraText=function(t,e,r,n){if(t.hovertemplate)return;var a=e.hi||t.hoverinfo,i=\"all\"===a?s.hoverinfo.flags:a.split(\"+\"),l=-1!==i.indexOf(\"location\")&&Array.isArray(t.locations),c=-1!==i.indexOf(\"lon\"),u=-1!==i.indexOf(\"lat\"),h=-1!==i.indexOf(\"text\"),f=[];function p(t){return t+\"\\xb0\"}l?f.push(e.loc):c&&u?f.push(\"(\"+p(r.lonLabel)+\", \"+p(r.latLabel)+\")\"):c?f.push(n.lon+p(r.lonLabel)):u&&f.push(n.lat+p(r.latLabel));h&&o(e,t,f);return f.join(\"<br>\")}(c,g,t,l[0].t.labels),t.hovertemplate=c.hovertemplate,[t]}}},{\"../../components/fx\":630,\"../../constants/numerical\":693,\"../../lib\":717,\"../scatter/get_trace_color\":1130,\"./attributes\":1161}],1167:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),colorbar:t(\"../scatter/marker_colorbar\"),formatLabels:t(\"./format_labels\"),calc:t(\"./calc\"),calcGeoJSON:t(\"./plot\").calcGeoJSON,plot:t(\"./plot\").plot,style:t(\"./style\"),styleOnSelect:t(\"../scatter/style\").styleOnSelect,hoverPoints:t(\"./hover\"),eventData:t(\"./event_data\"),selectPoints:t(\"./select\"),moduleType:\"trace\",name:\"scattergeo\",basePlotModule:t(\"../../plots/geo\"),categories:[\"geo\",\"symbols\",\"showLegend\",\"scatter-like\"],meta:{}}},{\"../../plots/geo\":795,\"../scatter/marker_colorbar\":1138,\"../scatter/style\":1143,\"./attributes\":1161,\"./calc\":1162,\"./defaults\":1163,\"./event_data\":1164,\"./format_labels\":1165,\"./hover\":1166,\"./plot\":1168,\"./select\":1169,\"./style\":1170}],1168:[function(t,e,r){\"use strict\";var 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x=r[2*v+c],b=l(y,v),_=b[0],w=b[1];if(n(_)&&n(w)){var k=y-_,T=y+w;p[m+u[0]]=x-a.c2l(k),p[m+u[1]]=a.c2l(T)-x,p[m+u[2]]=0,p[m+u[3]]=0,d=Math.min(d,y-_),g=Math.max(g,y+w)}}}f[i]={positions:r,errors:p,_bnds:[d,g]}}}return p(a,l),p(i,u),f},textPosition:function(t,e,r,n){var a,i=e._length,o={};if(h.hasMarkers(e)){var s=r.font,l=r.align,c=r.baseline;for(o.offset=new Array(i),a=0;a<i;a++){var u=n.sizes?n.sizes[a]:n.size,f=Array.isArray(s)?s[a].size:s.size,p=Array.isArray(l)?l.length>1?l[a]:l[0]:l,d=Array.isArray(c)?c.length>1?c[a]:c[0]:c,g=v[p],m=v[d],y=u?u/.8+1:0,x=-m*y-.5*m;o.offset[a]=[g*y/f,x/f]}}return o}}},{\"../../components/drawing\":613,\"../../components/fx/helpers\":627,\"../../constants/interactions\":692,\"../../lib\":717,\"../../lib/gl_format_color\":714,\"../../plots/cartesian/axis_ids\":768,\"../../registry\":846,\"../scatter/make_bubble_size_func\":1137,\"../scatter/subtypes\":1144,\"./constants\":1173,\"./helpers\":1178,\"color-normalize\":122,\"fast-isnumeric\":228,\"svg-path-sdf\":534}],1175:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../registry\"),i=t(\"./helpers\"),o=t(\"./attributes\"),s=t(\"../scatter/constants\"),l=t(\"../scatter/subtypes\"),c=t(\"../scatter/xy_defaults\"),u=t(\"../scatter/marker_defaults\"),h=t(\"../scatter/line_defaults\"),f=t(\"../scatter/fillcolor_defaults\"),p=t(\"../scatter/text_defaults\");e.exports=function(t,e,r,d){function g(r,a){return n.coerce(t,e,o,r,a)}var v=!!t.marker&&i.isOpenSymbol(t.marker.symbol),m=l.isBubble(t),y=c(t,e,d,g);if(y){var x=y<s.PTS_LINESONLY?\"lines+markers\":\"lines\";g(\"text\"),g(\"hovertext\"),g(\"hovertemplate\"),g(\"mode\",x),l.hasLines(e)&&(g(\"connectgaps\"),h(t,e,r,d,g),g(\"line.shape\")),l.hasMarkers(e)&&(u(t,e,r,d,g),g(\"marker.line.width\",v||m?1:0)),l.hasText(e)&&(g(\"texttemplate\"),p(t,e,d,g));var b=(e.line||{}).color,_=(e.marker||{}).color;g(\"fill\"),\"none\"!==e.fill&&f(t,e,r,g);var w=a.getComponentMethod(\"errorbars\",\"supplyDefaults\");w(t,e,b||_||r,{axis:\"y\"}),w(t,e,b||_||r,{axis:\"x\",inherit:\"y\"}),n.coerceSelectionMarkerOpacity(e,g)}else e.visible=!1}},{\"../../lib\":717,\"../../registry\":846,\"../scatter/constants\":1124,\"../scatter/fillcolor_defaults\":1128,\"../scatter/line_defaults\":1133,\"../scatter/marker_defaults\":1139,\"../scatter/subtypes\":1144,\"../scatter/text_defaults\":1145,\"../scatter/xy_defaults\":1146,\"./attributes\":1171,\"./helpers\":1178}],1176:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../components/color\"),i=t(\"../../constants/interactions\").DESELECTDIM;e.exports={styleTextSelection:function(t){var e,r,o=t[0],s=o.trace,l=o.t,c=l._scene,u=l.index,h=c.selectBatch[u],f=c.unselectBatch[u],p=c.textOptions[u],d=c.textSelectedOptions[u]||{},g=c.textUnselectedOptions[u]||{},v=n.extendFlat({},p);if(h.length||f.length){var m=d.color,y=g.color,x=p.color,b=Array.isArray(x);for(v.color=new Array(s._length),e=0;e<h.length;e++)r=h[e],v.color[r]=m||(b?x[r]:x);for(e=0;e<f.length;e++){r=f[e];var _=b?x[r]:x;v.color[r]=y||(m?_:a.addOpacity(_,i))}}c.glText[u].update(v)}}},{\"../../components/color\":592,\"../../constants/interactions\":692,\"../../lib\":717}],1177:[function(t,e,r){\"use strict\";var n=t(\"../scatter/format_labels\");e.exports=function(t,e,r){var a=t.i;return\"x\"in t||(t.x=e._x[a]),\"y\"in t||(t.y=e._y[a]),n(t,e,r)}},{\"../scatter/format_labels\":1129}],1178:[function(t,e,r){\"use strict\";var n=t(\"./constants\");r.isOpenSymbol=function(t){return\"string\"==typeof t?n.OPEN_RE.test(t):t%200>100},r.isDotSymbol=function(t){return\"string\"==typeof t?n.DOT_RE.test(t):t>200}},{\"./constants\":1173}],1179:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),a=t(\"../../lib\"),i=t(\"../scatter/get_trace_color\");function o(t,e,r,o){var s=t.xa,l=t.ya,c=t.distance,u=t.dxy,h=t.index,f={pointNumber:h,x:e[h],y:r[h]};f.tx=Array.isArray(o.text)?o.text[h]:o.text,f.htx=Array.isArray(o.hovertext)?o.hovertext[h]:o.hovertext,f.data=Array.isArray(o.customdata)?o.customdata[h]:o.customdata,f.tp=Array.isArray(o.textposition)?o.textposition[h]:o.textposition;var p=o.textfont;p&&(f.ts=a.isArrayOrTypedArray(p.size)?p.size[h]:p.size,f.tc=Array.isArray(p.color)?p.color[h]:p.color,f.tf=Array.isArray(p.family)?p.family[h]:p.family);var d=o.marker;d&&(f.ms=a.isArrayOrTypedArray(d.size)?d.size[h]:d.size,f.mo=a.isArrayOrTypedArray(d.opacity)?d.opacity[h]:d.opacity,f.mx=a.isArrayOrTypedArray(d.symbol)?d.symbol[h]:d.symbol,f.mc=a.isArrayOrTypedArray(d.color)?d.color[h]:d.color);var g=d&&d.line;g&&(f.mlc=Array.isArray(g.color)?g.color[h]:g.color,f.mlw=a.isArrayOrTypedArray(g.width)?g.width[h]:g.width);var v=d&&d.gradient;v&&\"none\"!==v.type&&(f.mgt=Array.isArray(v.type)?v.type[h]:v.type,f.mgc=Array.isArray(v.color)?v.color[h]:v.color);var m=s.c2p(f.x,!0),y=l.c2p(f.y,!0),x=f.mrc||1,b=o.hoverlabel;b&&(f.hbg=Array.isArray(b.bgcolor)?b.bgcolor[h]:b.bgcolor,f.hbc=Array.isArray(b.bordercolor)?b.bordercolor[h]:b.bordercolor,f.hts=a.isArrayOrTypedArray(b.font.size)?b.font.size[h]:b.font.size,f.htc=Array.isArray(b.font.color)?b.font.color[h]:b.font.color,f.htf=Array.isArray(b.font.family)?b.font.family[h]:b.font.family,f.hnl=a.isArrayOrTypedArray(b.namelength)?b.namelength[h]:b.namelength);var _=o.hoverinfo;_&&(f.hi=Array.isArray(_)?_[h]:_);var w=o.hovertemplate;w&&(f.ht=Array.isArray(w)?w[h]:w);var k={};k[t.index]=f;var T=a.extendFlat({},t,{color:i(o,f),x0:m-x,x1:m+x,xLabelVal:f.x,y0:y-x,y1:y+x,yLabelVal:f.y,cd:k,distance:c,spikeDistance:u,hovertemplate:f.ht});return f.htx?T.text=f.htx:f.tx?T.text=f.tx:o.text&&(T.text=o.text),a.fillText(f,o,T),n.getComponentMethod(\"errorbars\",\"hoverInfo\")(f,o,T),T}e.exports={hoverPoints:function(t,e,r,n){var a,i,s,l,c,u,h,f,p,d=t.cd,g=d[0].t,v=d[0].trace,m=t.xa,y=t.ya,x=g.x,b=g.y,_=m.c2p(e),w=y.c2p(r),k=t.distance;if(g.tree){var T=m.p2c(_-k),M=m.p2c(_+k),A=y.p2c(w-k),S=y.p2c(w+k);a=\"x\"===n?g.tree.range(Math.min(T,M),Math.min(y._rl[0],y._rl[1]),Math.max(T,M),Math.max(y._rl[0],y._rl[1])):g.tree.range(Math.min(T,M),Math.min(A,S),Math.max(T,M),Math.max(A,S))}else a=g.ids;var E=k;if(\"x\"===n)for(c=0;c<a.length;c++)s=x[a[c]],(u=Math.abs(m.c2p(s)-_))<E&&(E=u,h=y.c2p(b[a[c]])-w,p=Math.sqrt(u*u+h*h),i=a[c]);else for(c=a.length-1;c>-1;c--)s=x[a[c]],l=b[a[c]],u=m.c2p(s)-_,h=y.c2p(l)-w,(f=Math.sqrt(u*u+h*h))<E&&(E=p=f,i=a[c]);return t.index=i,t.distance=E,t.dxy=p,void 0===i?[t]:[o(t,x,b,v)]},calcHover:o}},{\"../../lib\":717,\"../../registry\":846,\"../scatter/get_trace_color\":1130}],1180:[function(t,e,r){\"use strict\";var n=t(\"./hover\");e.exports={moduleType:\"trace\",name:\"scattergl\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"gl\",\"regl\",\"cartesian\",\"symbols\",\"errorBarsOK\",\"showLegend\",\"scatter-like\"],attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),crossTraceDefaults:t(\"../scatter/cross_trace_defaults\"),colorbar:t(\"../scatter/marker_colorbar\"),formatLabels:t(\"./format_labels\"),calc:t(\"./calc\"),plot:t(\"./plot\"),hoverPoints:n.hoverPoints,selectPoints:t(\"./select\"),meta:{}}},{\"../../plots/cartesian\":776,\"../scatter/cross_trace_defaults\":1126,\"../scatter/marker_colorbar\":1138,\"./attributes\":1171,\"./calc\":1172,\"./defaults\":1175,\"./format_labels\":1177,\"./hover\":1179,\"./plot\":1181,\"./select\":1183}],1181:[function(t,e,r){\"use strict\";var n=t(\"regl-scatter2d\"),a=t(\"regl-line2d\"),i=t(\"regl-error2d\"),o=t(\"gl-text\"),s=t(\"../../lib\"),l=t(\"../../lib/prepare_regl\"),c=t(\"../scatter/subtypes\"),u=t(\"../scatter/link_traces\"),h=t(\"./edit_style\").styleTextSelection;e.exports=function(t,e,r){if(r.length){var f,p,d=t._fullLayout,g=e._scene,v=e.xaxis,m=e.yaxis;if(g)if(l(t,[\"ANGLE_instanced_arrays\",\"OES_element_index_uint\"])){var y=g.count,x=d._glcanvas.data()[0].regl;if(u(t,e,r),g.dirty){if(!0===g.error2d&&(g.error2d=i(x)),!0===g.line2d&&(g.line2d=a(x)),!0===g.scatter2d&&(g.scatter2d=n(x)),!0===g.fill2d&&(g.fill2d=a(x)),!0===g.glText)for(g.glText=new Array(y),f=0;f<y;f++)g.glText[f]=new o(x);if(g.glText){if(y>g.glText.length){var b=y-g.glText.length;for(f=0;f<b;f++)g.glText.push(new o(x))}else if(y<g.glText.length){var _=g.glText.length-y;g.glText.splice(y,_).forEach(function(t){t.destroy()})}for(f=0;f<y;f++)g.glText[f].update(g.textOptions[f])}if(g.line2d&&(g.line2d.update(g.lineOptions),g.lineOptions=g.lineOptions.map(function(t){if(t&&t.positions){for(var e=t.positions,r=0;r<e.length&&(isNaN(e[r])||isNaN(e[r+1]));)r+=2;for(var n=e.length-2;n>r&&(isNaN(e[n])||isNaN(e[n+1]));)n-=2;t.positions=e.slice(r,n+2)}return t}),g.line2d.update(g.lineOptions)),g.error2d){var w=(g.errorXOptions||[]).concat(g.errorYOptions||[]);g.error2d.update(w)}g.scatter2d&&g.scatter2d.update(g.markerOptions),g.fillOrder=s.repeat(null,y),g.fill2d&&(g.fillOptions=g.fillOptions.map(function(t,e){var n=r[e];if(t&&n&&n[0]&&n[0].trace){var a,i,o=n[0],s=o.trace,l=o.t,c=g.lineOptions[e],u=[];s._ownfill&&u.push(e),s._nexttrace&&u.push(e+1),u.length&&(g.fillOrder[e]=u);var h,f,p=[],d=c&&c.positions||l.positions;if(\"tozeroy\"===s.fill){for(h=0;h<d.length&&isNaN(d[h+1]);)h+=2;for(f=d.length-2;f>h&&isNaN(d[f+1]);)f-=2;0!==d[h+1]&&(p=[d[h],0]),p=p.concat(d.slice(h,f+2)),0!==d[f+1]&&(p=p.concat([d[f],0]))}else if(\"tozerox\"===s.fill){for(h=0;h<d.length&&isNaN(d[h]);)h+=2;for(f=d.length-2;f>h&&isNaN(d[f]);)f-=2;0!==d[h]&&(p=[0,d[h+1]]),p=p.concat(d.slice(h,f+2)),0!==d[f]&&(p=p.concat([0,d[f+1]]))}else if(\"toself\"===s.fill||\"tonext\"===s.fill){for(p=[],a=0,i=0;i<d.length;i+=2)(isNaN(d[i])||isNaN(d[i+1]))&&((p=p.concat(d.slice(a,i))).push(d[a],d[a+1]),a=i+2);p=p.concat(d.slice(a)),a&&p.push(d[a],d[a+1])}else{var v=s._nexttrace;if(v){var m=g.lineOptions[e+1];if(m){var y=m.positions;if(\"tonexty\"===s.fill){for(p=d.slice(),e=Math.floor(y.length/2);e--;){var x=y[2*e],b=y[2*e+1];isNaN(x)||isNaN(b)||p.push(x,b)}t.fill=v.fillcolor}}}}if(s._prevtrace&&\"tonext\"===s._prevtrace.fill){var _=g.lineOptions[e-1].positions,w=p.length/2,k=[a=w];for(i=0;i<_.length;i+=2)(isNaN(_[i])||isNaN(_[i+1]))&&(k.push(i/2+w+1),a=i+2);p=p.concat(_),t.hole=k}return t.fillmode=s.fill,t.opacity=s.opacity,t.positions=p,t}}),g.fill2d.update(g.fillOptions))}var k=d.dragmode,T=\"lasso\"===k||\"select\"===k,M=d.clickmode.indexOf(\"select\")>-1;for(f=0;f<y;f++){var A=r[f][0],S=A.trace,E=A.t,L=E.index,C=S._length,P=E.x,O=E.y;if(S.selectedpoints||T||M){if(T||(T=!0),S.selectedpoints){var z=g.selectBatch[L]=s.selIndices2selPoints(S),I={};for(p=0;p<z.length;p++)I[z[p]]=1;var D=[];for(p=0;p<C;p++)I[p]||D.push(p);g.unselectBatch[L]=D}var R=E.xpx=new Array(C),F=E.ypx=new Array(C);for(p=0;p<C;p++)R[p]=v.c2p(P[p]),F[p]=m.c2p(O[p])}else E.xpx=E.ypx=null}if(T){if(g.select2d||(g.select2d=n(d._glcanvas.data()[1].regl)),g.scatter2d){var B=new Array(y);for(f=0;f<y;f++)B[f]=g.selectBatch[f].length||g.unselectBatch[f].length?g.markerUnselectedOptions[f]:{};g.scatter2d.update(B)}g.select2d&&(g.select2d.update(g.markerOptions),g.select2d.update(g.markerSelectedOptions)),g.glText&&r.forEach(function(t){var e=((t||[])[0]||{}).trace||{};c.hasText(e)&&h(t)})}else g.scatter2d&&g.scatter2d.update(g.markerOptions);var N={viewport:function(t,e,r){var n=t._size,a=t.width,i=t.height;return[n.l+e.domain[0]*n.w,n.b+r.domain[0]*n.h,a-n.r-(1-e.domain[1])*n.w,i-n.t-(1-r.domain[1])*n.h]}(d,v,m),range:[(v._rl||v.range)[0],(m._rl||m.range)[0],(v._rl||v.range)[1],(m._rl||m.range)[1]]},j=s.repeat(N,g.count);g.fill2d&&g.fill2d.update(j),g.line2d&&g.line2d.update(j),g.error2d&&g.error2d.update(j.concat(j)),g.scatter2d&&g.scatter2d.update(j),g.select2d&&g.select2d.update(j),g.glText&&g.glText.forEach(function(t){t.update(N)})}else g.init()}}},{\"../../lib\":717,\"../../lib/prepare_regl\":730,\"../scatter/link_traces\":1136,\"../scatter/subtypes\":1144,\"./edit_style\":1176,\"gl-text\":319,\"regl-error2d\":492,\"regl-line2d\":493,\"regl-scatter2d\":499}],1182:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t,e){var r=e._scene,a={count:0,dirty:!0,lineOptions:[],fillOptions:[],markerOptions:[],markerSelectedOptions:[],markerUnselectedOptions:[],errorXOptions:[],errorYOptions:[],textOptions:[],textSelectedOptions:[],textUnselectedOptions:[],selectBatch:[],unselectBatch:[]},i={fill2d:!1,scatter2d:!1,error2d:!1,line2d:!1,glText:!1,select2d:!1};return e._scene||((r=e._scene={}).init=function(){n.extendFlat(r,i,a)},r.init(),r.update=function(t){var e=n.repeat(t,r.count);if(r.fill2d&&r.fill2d.update(e),r.scatter2d&&r.scatter2d.update(e),r.line2d&&r.line2d.update(e),r.error2d&&r.error2d.update(e.concat(e)),r.select2d&&r.select2d.update(e),r.glText)for(var a=0;a<r.count;a++)r.glText[a].update(t)},r.draw=function(){for(var t=r.count,e=r.fill2d,a=r.error2d,i=r.line2d,o=r.scatter2d,s=r.glText,l=r.select2d,c=r.selectBatch,u=r.unselectBatch,h=0;h<t;h++){if(e&&r.fillOrder[h]&&e.draw(r.fillOrder[h]),i&&r.lineOptions[h]&&i.draw(h),a&&(r.errorXOptions[h]&&a.draw(h),r.errorYOptions[h]&&a.draw(h+t)),o&&r.markerOptions[h])if(u[h].length){var f=n.repeat([],r.count);f[h]=u[h],o.draw(f)}else c[h].length||o.draw(h);s[h]&&r.textOptions[h]&&s[h].render()}l&&l.draw(c),r.dirty=!1},r.destroy=function(){r.fill2d&&r.fill2d.destroy&&r.fill2d.destroy(),r.scatter2d&&r.scatter2d.destroy&&r.scatter2d.destroy(),r.error2d&&r.error2d.destroy&&r.error2d.destroy(),r.line2d&&r.line2d.destroy&&r.line2d.destroy(),r.select2d&&r.select2d.destroy&&r.select2d.destroy(),r.glText&&r.glText.forEach(function(t){t.destroy&&t.destroy()}),r.lineOptions=null,r.fillOptions=null,r.markerOptions=null,r.markerSelectedOptions=null,r.markerUnselectedOptions=null,r.errorXOptions=null,r.errorYOptions=null,r.textOptions=null,r.textSelectedOptions=null,r.textUnselectedOptions=null,r.selectBatch=null,r.unselectBatch=null,e._scene=null}),r.dirty||n.extendFlat(r,a),r}},{\"../../lib\":717}],1183:[function(t,e,r){\"use strict\";var n=t(\"../scatter/subtypes\"),a=t(\"./edit_style\").styleTextSelection;e.exports=function(t,e){var r=t.cd,i=[],o=r[0].trace,s=r[0].t,l=o._length,c=s.x,u=s.y,h=s._scene,f=s.index;if(!h)return i;var p=n.hasText(o),d=n.hasMarkers(o),g=!d&&!p;if(!0!==o.visible||g)return i;var v=[],m=[];if(!1!==e&&!e.degenerate)for(var y=0;y<l;y++)e.contains([s.xpx[y],s.ypx[y]],!1,y,t)?(v.push(y),i.push({pointNumber:y,x:c[y],y:u[y]})):m.push(y);if(d){var x=h.scatter2d;if(v.length||m.length){if(!h.selectBatch[f].length&&!h.unselectBatch[f].length){var b=new Array(h.count);b[f]=h.markerUnselectedOptions[f],x.update.apply(x,b)}}else{var _=new Array(h.count);_[f]=h.markerOptions[f],x.update.apply(x,_)}}return h.selectBatch[f]=v,h.unselectBatch[f]=m,p&&a(r),i}},{\"../scatter/subtypes\":1144,\"./edit_style\":1176}],1184:[function(t,e,r){\"use strict\";var n=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../../plots/template_attributes\").texttemplateAttrs,i=t(\"../scattergeo/attributes\"),o=t(\"../scatter/attributes\"),s=t(\"../../plots/mapbox/layout_attributes\"),l=t(\"../../plots/attributes\"),c=t(\"../../components/colorscale/attributes\"),u=t(\"../../lib/extend\").extendFlat,h=t(\"../../plot_api/edit_types\").overrideAll,f=i.line,p=i.marker;e.exports=h({lon:i.lon,lat:i.lat,mode:u({},o.mode,{dflt:\"markers\"}),text:u({},o.text,{}),texttemplate:a({editType:\"plot\"},{keys:[\"lat\",\"lon\",\"text\"]}),hovertext:u({},o.hovertext,{}),line:{color:f.color,width:f.width},connectgaps:o.connectgaps,marker:u({symbol:{valType:\"string\",dflt:\"circle\",arrayOk:!0},opacity:p.opacity,size:p.size,sizeref:p.sizeref,sizemin:p.sizemin,sizemode:p.sizemode},c(\"marker\")),fill:i.fill,fillcolor:o.fillcolor,textfont:s.layers.symbol.textfont,textposition:s.layers.symbol.textposition,below:{valType:\"string\"},selected:{marker:o.selected.marker},unselected:{marker:o.unselected.marker},hoverinfo:u({},l.hoverinfo,{flags:[\"lon\",\"lat\",\"text\",\"name\"]}),hovertemplate:n()},\"calc\",\"nested\")},{\"../../components/colorscale/attributes\":599,\"../../lib/extend\":708,\"../../plot_api/edit_types\":748,\"../../plots/attributes\":762,\"../../plots/mapbox/layout_attributes\":822,\"../../plots/template_attributes\":841,\"../scatter/attributes\":1120,\"../scattergeo/attributes\":1161}],1185:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),a=t(\"../../lib\"),i=t(\"../../constants/numerical\").BADNUM,o=t(\"../../lib/geojson_utils\"),s=t(\"../../components/colorscale\"),l=t(\"../../components/drawing\"),c=t(\"../scatter/make_bubble_size_func\"),u=t(\"../scatter/subtypes\"),h=t(\"../../plots/mapbox/convert_text_opts\"),f=t(\"../../components/fx/helpers\").appendArrayPointValue,p=t(\"../../lib/svg_text_utils\").NEWLINES,d=t(\"../../lib/svg_text_utils\").BR_TAG_ALL;function g(){return{geojson:o.makeBlank(),layout:{visibility:\"none\"},paint:{}}}function v(t){return a.isArrayOrTypedArray(t)?function(t){return t}:t?function(){return t}:m}function m(){return\"\"}function y(t){return t[0]===i}e.exports=function(t,e){var r,i=e[0].trace,x=!0===i.visible&&0!==i._length,b=\"none\"!==i.fill,_=u.hasLines(i),w=u.hasMarkers(i),k=u.hasText(i),T=w&&\"circle\"===i.marker.symbol,M=w&&\"circle\"!==i.marker.symbol,A=g(),S=g(),E=g(),L=g(),C={fill:A,line:S,circle:E,symbol:L};if(!x)return 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s=n.extendFlat({},o.matrixOptions,o.viewOpts);o.matrix.update(s,null)}}},{\"../../lib\":717,\"../scatter/colorscale_calc\":1123,\"../scattergl/convert\":1174}],1220:[function(t,e,r){\"use strict\";r.getDimIndex=function(t,e){for(var r=e._id,n={x:0,y:1}[r.charAt(0)],a=t._visibleDims,i=0;i<a.length;i++){var o=a[i];if(t._diag[o][n]===r)return i}return!1}},{}],1221:[function(t,e,r){\"use strict\";var n=t(\"./helpers\"),a=t(\"../scattergl/hover\").calcHover;e.exports={hoverPoints:function(t,e,r){var i=t.cd[0].trace,o=t.scene.matrixOptions.cdata,s=t.xa,l=t.ya,c=s.c2p(e),u=l.c2p(r),h=t.distance,f=n.getDimIndex(i,s),p=n.getDimIndex(i,l);if(!1===f||!1===p)return[t];for(var d,g,v=o[f],m=o[p],y=h,x=0;x<v.length;x++){var b=v[x],_=m[x],w=s.c2p(b)-c,k=l.c2p(_)-u,T=Math.sqrt(w*w+k*k);T<y&&(y=g=T,d=x)}return t.index=d,t.distance=y,t.dxy=g,void 0===d?[t]:[a(t,v,m,i)]}}},{\"../scattergl/hover\":1179,\"./helpers\":1220}],1222:[function(t,e,r){\"use strict\";var 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e,r,a,i,s,l,c,u,h,f,p,d,g=t._x,v=t._y,m=t._z,y=t._len,x=-1/0,b=1/0,_=-1/0,w=1/0,k=-1/0,T=1/0,M=\"\";for(y&&(c=g[0],h=v[0],p=m[0]),y>1&&(u=g[y-1],f=v[y-1],d=m[y-1]),e=0;e<y;e++)x=Math.max(x,g[e]),b=Math.min(b,g[e]),_=Math.max(_,v[e]),w=Math.min(w,v[e]),k=Math.max(k,m[e]),T=Math.min(T,m[e]),i||g[e]===c||(i=!0,M+=\"x\"),s||v[e]===h||(s=!0,M+=\"y\"),l||m[e]===p||(l=!0,M+=\"z\");i||(M+=\"x\"),s||(M+=\"y\"),l||(M+=\"z\");var A=o(t._x),S=o(t._y),E=o(t._z);M=(M=(M=M.replace(\"x\",(c>u?\"-\":\"+\")+\"x\")).replace(\"y\",(h>f?\"-\":\"+\")+\"y\")).replace(\"z\",(p>d?\"-\":\"+\")+\"z\");var L=function(){y=0,A=[],S=[],E=[]};(!y||y<A.length*S.length*E.length)&&L();var C=function(t){return\"x\"===t?g:\"y\"===t?v:m},P=function(t){return\"x\"===t?A:\"y\"===t?S:E},O=function(t){return t[y-1]<t[0]?-1:1},z=C(M[1]),I=C(M[3]),D=C(M[5]),R=P(M[1]).length,F=P(M[3]).length,B=P(M[5]).length,N=!1,j=function(t,e,r){return 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t.tubex=t.x,t.tubey=t.y,t.tubez=t.z,t.tubeu=e.traceCoordinate[3],t.tubev=e.traceCoordinate[4],t.tubew=e.traceCoordinate[5],t.norm=e.traceCoordinate[6],t.divergence=e.traceCoordinate[7],delete t.x,delete t.y,delete t.z,t},meta:{}}},{\"../../plots/gl3d\":805,\"./attributes\":1226,\"./calc\":1227,\"./convert\":1228,\"./defaults\":1229}],1231:[function(t,e,r){\"use strict\";var n=t(\"../../plots/attributes\"),a=t(\"../../plots/template_attributes\").hovertemplateAttrs,i=t(\"../../plots/template_attributes\").texttemplateAttrs,o=t(\"../../components/colorscale/attributes\"),s=t(\"../../plots/domain\").attributes,l=t(\"../pie/attributes\"),c=t(\"./constants\"),u=t(\"../../lib/extend\").extendFlat;e.exports={labels:{valType:\"data_array\",editType:\"calc\"},parents:{valType:\"data_array\",editType:\"calc\"},values:{valType:\"data_array\",editType:\"calc\"},branchvalues:{valType:\"enumerated\",values:[\"remainder\",\"total\"],dflt:\"remainder\",editType:\"calc\"},count:{valType:\"flaglist\",flags:[\"branches\",\"leaves\"],dflt:\"leaves\",editType:\"calc\"},level:{valType:\"any\",editType:\"plot\",anim:!0},maxdepth:{valType:\"integer\",editType:\"plot\",dflt:-1},marker:u({colors:{valType:\"data_array\",editType:\"calc\"},line:{color:u({},l.marker.line.color,{dflt:null}),width:u({},l.marker.line.width,{dflt:1}),editType:\"calc\"},editType:\"calc\"},o(\"marker\",{colorAttr:\"colors\",anim:!1})),leaf:{opacity:{valType:\"number\",editType:\"style\",min:0,max:1},editType:\"plot\"},text:l.text,textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"value\",\"current 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n=t(\"../../plots/plots\");r.name=\"sunburst\",r.plot=function(t,e,a,i){n.plotBasePlot(r.name,t,e,a,i)},r.clean=function(t,e,a,i){n.cleanBasePlot(r.name,t,e,a,i)}},{\"../../plots/plots\":826}],1233:[function(t,e,r){\"use strict\";var n=t(\"d3-hierarchy\"),a=t(\"fast-isnumeric\"),i=t(\"../../lib\"),o=t(\"../../components/colorscale\").makeColorScaleFuncFromTrace,s=t(\"../pie/calc\").makePullColorFn,l=t(\"../pie/calc\").generateExtendedColors,c=t(\"../../components/colorscale\").calc,u=t(\"../../constants/numerical\").ALMOST_EQUAL,h={},f={};r.calc=function(t,e){var r,l,h,f,p,d,g=t._fullLayout,v=e.ids,m=i.isArrayOrTypedArray(v),y=e.labels,x=e.parents,b=e.values,_=i.isArrayOrTypedArray(b),w=[],k={},T={},M=function(t){return t||\"number\"==typeof t},A=function(t){return!_||a(b[t])&&b[t]>=0};m?(r=Math.min(v.length,x.length),l=function(t){return M(v[t])&&A(t)},h=function(t){return String(v[t])}):(r=Math.min(y.length,x.length),l=function(t){return M(y[t])&&A(t)},h=function(t){return 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0},{\"../../components/color\":592,\"../../components/colorscale/attributes\":599,\"../../lib/extend\":708,\"../../plot_api/edit_types\":748,\"../../plots/attributes\":762,\"../../plots/template_attributes\":841}],1244:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/calc\");e.exports=function(t,e){e.surfacecolor?n(t,e,{vals:e.surfacecolor,containerStr:\"\",cLetter:\"c\"}):n(t,e,{vals:e.z,containerStr:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/calc\":600}],1245:[function(t,e,r){\"use strict\";var n=t(\"gl-surface3d\"),a=t(\"ndarray\"),i=t(\"ndarray-homography\"),o=t(\"ndarray-fill\"),s=t(\"../../lib\").isArrayOrTypedArray,l=t(\"../../lib/gl_format_color\").parseColorScale,c=t(\"../../lib/str2rgbarray\"),u=t(\"../../components/colorscale\").extractOpts,h=t(\"../heatmap/interp2d\"),f=t(\"../heatmap/find_empties\");function p(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],this.contourStart=[null,null,null],this.contourEnd=[null,null,null],this.contourSize=[0,0,0],this.minValues=[1/0,1/0,1/0],this.maxValues=[-1/0,-1/0,-1/0],this.dataScaleX=1,this.dataScaleY=1,this.refineData=!0,this.objectOffset=[0,0,0]}var d=p.prototype;d.getXat=function(t,e,r,n){var a=s(this.data.x)?s(this.data.x[0])?this.data.x[e][t]:this.data.x[t]:t;return void 0===r?a:n.d2l(a,0,r)},d.getYat=function(t,e,r,n){var a=s(this.data.y)?s(this.data.y[0])?this.data.y[e][t]:this.data.y[e]:e;return void 0===r?a:n.d2l(a,0,r)},d.getZat=function(t,e,r,n){var a=this.data.z[e][t];return null===a&&this.data.connectgaps&&this.data._interpolatedZ&&(a=this.data._interpolatedZ[e][t]),void 0===r?a:n.d2l(a,0,r)},d.handlePick=function(t){if(t.object===this.surface){var e=(t.data.index[0]-1)/this.dataScaleX-1,r=(t.data.index[1]-1)/this.dataScaleY-1,n=Math.max(Math.min(Math.round(e),this.data.z[0].length-1),0),a=Math.max(Math.min(Math.round(r),this.data._ylength-1),0);t.index=[n,a],t.traceCoordinate=[this.getXat(n,a),this.getYat(n,a),this.getZat(n,a)],t.dataCoordinate=[this.getXat(n,a,this.data.xcalendar,this.scene.fullSceneLayout.xaxis),this.getYat(n,a,this.data.ycalendar,this.scene.fullSceneLayout.yaxis),this.getZat(n,a,this.data.zcalendar,this.scene.fullSceneLayout.zaxis)];for(var i=0;i<3;i++){var o=t.dataCoordinate[i];null!=o&&(t.dataCoordinate[i]*=this.scene.dataScale[i])}var s=this.data.hovertext||this.data.text;return Array.isArray(s)&&s[a]&&void 0!==s[a][n]?t.textLabel=s[a][n]:t.textLabel=s||\"\",t.data.dataCoordinate=t.dataCoordinate.slice(),this.surface.highlight(t.data),this.scene.glplot.spikes.position=t.dataCoordinate,!0}};var 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v(t,e){if(t<e)return 0;for(var r=0;0===Math.floor(t%e);)t/=e,r++;return r}function m(t){for(var e=[],r=0;r<g.length;r++){var n=g[r];e.push(v(t,n))}return e}function y(t){for(var e=m(t),r=t,n=0;n<g.length;n++)if(e[n]>0){r=g[n];break}return r}function x(t,e){if(!(t<1||e<1)){for(var r=m(t),n=m(e),a=1,i=0;i<g.length;i++)a*=Math.pow(g[i],Math.max(r[i],n[i]));return a}}d.calcXnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getXat(e-1,0),a=this.getXat(e,0);r[e-1]=a!==n&&null!=n&&null!=a?Math.abs(a-n):0}var i=0;for(e=1;e<t;e++)i+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(i/r[e-1]);return r},d.calcYnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getYat(0,e-1),a=this.getYat(0,e);r[e-1]=a!==n&&null!=n&&null!=a?Math.abs(a-n):0}var i=0;for(e=1;e<t;e++)i+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(i/r[e-1]);return r};var b=[1,2,4,6,12,24,36,48,60,120,180,240,360,720,840,1260],_=b[9],w=b[13];function k(t,e){for(var r=!1,n=0;n<t.length;n++)if(e===t[n]){r=!0;break}!1===r&&t.push(e)}d.estimateScale=function(t,e){for(var r=1+function(t){if(0!==t.length){for(var e=1,r=0;r<t.length;r++)e=x(e,t[r]);return e}}(0===e?this.calcXnums(t):this.calcYnums(t));r<_;)r*=2;for(;r>w;)r--,r/=y(r),++r<_&&(r=w);var n=Math.round(r/t);return n>1?n:1},d.refineCoords=function(t){for(var e=this.dataScaleX,r=this.dataScaleY,n=t[0].shape[0],o=t[0].shape[1],s=0|Math.floor(t[0].shape[0]*e+1),l=0|Math.floor(t[0].shape[1]*r+1),c=1+n+1,u=1+o+1,h=a(new Float32Array(c*u),[c,u]),f=0;f<t.length;++f){this.surface.padField(h,t[f]);var p=a(new Float32Array(s*l),[s,l]);i(p,h,[e,0,0,0,r,0,0,0,1]),t[f]=p}},d.setContourLevels=function(){var t,e,r,n=[[],[],[]],a=[!1,!1,!1],i=!1;for(t=0;t<3;++t)if(this.showContour[t]&&(i=!0,this.contourSize[t]>0&&null!==this.contourStart[t]&&null!==this.contourEnd[t]&&this.contourEnd[t]>this.contourStart[t]))for(a[t]=!0,e=this.contourStart[t];e<this.contourEnd[t];e+=this.contourSize[t])r=e*this.scene.dataScale[t],k(n[t],r);if(i){var o=[[],[],[]];for(t=0;t<3;++t)this.showContour[t]&&(o[t]=a[t]?n[t]:this.scene.contourLevels[t]);this.surface.update({levels:o})}},d.update=function(t){var e,r,n,i,s=this.scene,p=s.fullSceneLayout,d=this.surface,g=t.opacity,v=l(t,g),m=s.dataScale,y=t.z[0].length,x=t._ylength,b=s.contourLevels;this.data=t;var _=[];for(e=0;e<3;e++)for(_[e]=[],r=0;r<y;r++)_[e][r]=[];for(r=0;r<y;r++)for(n=0;n<x;n++)_[0][r][n]=this.getXat(r,n,t.xcalendar,p.xaxis),_[1][r][n]=this.getYat(r,n,t.ycalendar,p.yaxis),_[2][r][n]=this.getZat(r,n,t.zcalendar,p.zaxis);if(t.connectgaps)for(t._emptypoints=f(_[2]),h(_[2],t._emptypoints),t._interpolatedZ=[],r=0;r<y;r++)for(t._interpolatedZ[r]=[],n=0;n<x;n++)t._interpolatedZ[r][n]=_[2][r][n];for(e=0;e<3;e++)for(r=0;r<y;r++)for(n=0;n<x;n++)null==(i=_[e][r][n])?_[e][r][n]=NaN:i=_[e][r][n]*=m[e];for(e=0;e<3;e++)for(r=0;r<y;r++)for(n=0;n<x;n++)null!=(i=_[e][r][n])&&(this.minValues[e]>i&&(this.minValues[e]=i),this.maxValues[e]<i&&(this.maxValues[e]=i));for(e=0;e<3;e++)this.objectOffset[e]=.5*(this.minValues[e]+this.maxValues[e]);for(e=0;e<3;e++)for(r=0;r<y;r++)for(n=0;n<x;n++)null!=(i=_[e][r][n])&&(_[e][r][n]-=this.objectOffset[e]);var k=[a(new Float32Array(y*x),[y,x]),a(new Float32Array(y*x),[y,x]),a(new Float32Array(y*x),[y,x])];o(k[0],function(t,e){return _[0][t][e]}),o(k[1],function(t,e){return _[1][t][e]}),o(k[2],function(t,e){return _[2][t][e]}),_=[];var T={colormap:v,levels:[[],[],[]],showContour:[!0,!0,!0],showSurface:!t.hidesurface,contourProject:[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],contourWidth:[1,1,1],contourColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],contourTint:[1,1,1],dynamicColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],dynamicWidth:[1,1,1],dynamicTint:[1,1,1],opacity:t.opacity},M=u(t);if(T.intensityBounds=[M.min,M.max],t.surfacecolor){var A=a(new Float32Array(y*x),[y,x]);o(A,function(e,r){return t.surfacecolor[r][e]}),k.push(A)}else T.intensityBounds[0]*=m[2],T.intensityBounds[1]*=m[2];(w<k[0].shape[0]||w<k[0].shape[1])&&(this.refineData=!1),!0===this.refineData&&(this.dataScaleX=this.estimateScale(k[0].shape[0],0),this.dataScaleY=this.estimateScale(k[0].shape[1],1),1===this.dataScaleX&&1===this.dataScaleY||this.refineCoords(k)),t.surfacecolor&&(T.intensity=k.pop());var S=[!0,!0,!0],E=[\"x\",\"y\",\"z\"];for(e=0;e<3;++e){var L=t.contours[E[e]];S[e]=L.highlight,T.showContour[e]=L.show||L.highlight,T.showContour[e]&&(T.contourProject[e]=[L.project.x,L.project.y,L.project.z],L.show?(this.showContour[e]=!0,T.levels[e]=b[e],d.highlightColor[e]=T.contourColor[e]=c(L.color),L.usecolormap?d.highlightTint[e]=T.contourTint[e]=0:d.highlightTint[e]=T.contourTint[e]=1,T.contourWidth[e]=L.width,this.contourStart[e]=L.start,this.contourEnd[e]=L.end,this.contourSize[e]=L.size):(this.showContour[e]=!1,this.contourStart[e]=null,this.contourEnd[e]=null,this.contourSize[e]=0),L.highlight&&(T.dynamicColor[e]=c(L.highlightcolor),T.dynamicWidth[e]=L.highlightwidth))}(function(t){var e=t[0].rgb,r=t[t.length-1].rgb;return e[0]===r[0]&&e[1]===r[1]&&e[2]===r[2]&&e[3]===r[3]})(v)&&(T.vertexColor=!0),T.objectOffset=this.objectOffset,T.coords=k,d.update(T),d.visible=t.visible,d.enableDynamic=S,d.enableHighlight=S,d.snapToData=!0,\"lighting\"in t&&(d.ambientLight=t.lighting.ambient,d.diffuseLight=t.lighting.diffuse,d.specularLight=t.lighting.specular,d.roughness=t.lighting.roughness,d.fresnel=t.lighting.fresnel),\"lightposition\"in t&&(d.lightPosition=[t.lightposition.x,t.lightposition.y,t.lightposition.z]),g&&g<1&&(d.supportsTransparency=!0)},d.dispose=function(){this.scene.glplot.remove(this.surface),this.surface.dispose()},e.exports=function(t,e){var r=t.glplot.gl,a=n({gl:r}),i=new p(t,a,e.uid);return a._trace=i,i.update(e),t.glplot.add(a),i}},{\"../../components/colorscale\":604,\"../../lib\":717,\"../../lib/gl_format_color\":714,\"../../lib/str2rgbarray\":740,\"../heatmap/find_empties\":1006,\"../heatmap/interp2d\":1009,\"gl-surface3d\":318,ndarray:452,\"ndarray-fill\":442,\"ndarray-homography\":444}],1246:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),a=t(\"../../lib\"),i=t(\"../../components/colorscale/defaults\"),o=t(\"./attributes\");function s(t,e,r){e in t&&!(r in t)&&(t[r]=t[e])}e.exports=function(t,e,r,l){var c,u;function h(r,n){return a.coerce(t,e,o,r,n)}var f=h(\"x\"),p=h(\"y\"),d=h(\"z\");if(!d||!d.length||f&&f.length<1||p&&p.length<1)e.visible=!1;else{e._xlength=Array.isArray(f)&&a.isArrayOrTypedArray(f[0])?d.length:d[0].length,e._ylength=d.length,n.getComponentMethod(\"calendars\",\"handleTraceDefaults\")(t,e,[\"x\",\"y\",\"z\"],l),h(\"text\"),h(\"hovertext\"),h(\"hovertemplate\"),[\"lighting.ambient\",\"lighting.diffuse\",\"lighting.specular\",\"lighting.roughness\",\"lighting.fresnel\",\"lightposition.x\",\"lightposition.y\",\"lightposition.z\",\"hidesurface\",\"connectgaps\",\"opacity\"].forEach(function(t){h(t)});var g=h(\"surfacecolor\"),v=[\"x\",\"y\",\"z\"];for(c=0;c<3;++c){var m=\"contours.\"+v[c],y=h(m+\".show\"),x=h(m+\".highlight\");if(y||x)for(u=0;u<3;++u)h(m+\".project.\"+v[u]);y&&(h(m+\".color\"),h(m+\".width\"),h(m+\".usecolormap\")),x&&(h(m+\".highlightcolor\"),h(m+\".highlightwidth\")),h(m+\".start\"),h(m+\".end\"),h(m+\".size\")}g||(s(t,\"zmin\",\"cmin\"),s(t,\"zmax\",\"cmax\"),s(t,\"zauto\",\"cauto\")),i(t,e,l,h,{prefix:\"\",cLetter:\"c\"}),e._length=null}}},{\"../../components/colorscale/defaults\":602,\"../../lib\":717,\"../../registry\":846,\"./attributes\":1243}],1247:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),colorbar:{min:\"cmin\",max:\"cmax\"},calc:t(\"./calc\"),plot:t(\"./convert\"),moduleType:\"trace\",name:\"surface\",basePlotModule:t(\"../../plots/gl3d\"),categories:[\"gl3d\",\"2dMap\",\"showLegend\"],meta:{}}},{\"../../plots/gl3d\":805,\"./attributes\":1243,\"./calc\":1244,\"./convert\":1245,\"./defaults\":1246}],1248:[function(t,e,r){\"use strict\";var n=t(\"../../components/annotations/attributes\"),a=t(\"../../lib/extend\").extendFlat,i=t(\"../../plot_api/edit_types\").overrideAll,o=t(\"../../plots/font_attributes\"),s=t(\"../../plots/domain\").attributes;t(\"../../constants/docs\").FORMAT_LINK;(e.exports=i({domain:s({name:\"table\",trace:!0}),columnwidth:{valType:\"number\",arrayOk:!0,dflt:null},columnorder:{valType:\"data_array\"},header:{values:{valType:\"data_array\",dflt:[]},format:{valType:\"data_array\",dflt:[]},prefix:{valType:\"string\",arrayOk:!0,dflt:null},suffix:{valType:\"string\",arrayOk:!0,dflt:null},height:{valType:\"number\",dflt:28},align:a({},n.align,{arrayOk:!0}),line:{width:{valType:\"number\",arrayOk:!0,dflt:1},color:{valType:\"color\",arrayOk:!0,dflt:\"grey\"}},fill:{color:{valType:\"color\",arrayOk:!0,dflt:\"white\"}},font:a({},o({arrayOk:!0}))},cells:{values:{valType:\"data_array\",dflt:[]},format:{valType:\"data_array\",dflt:[]},prefix:{valType:\"string\",arrayOk:!0,dflt:null},suffix:{valType:\"string\",arrayOk:!0,dflt:null},height:{valType:\"number\",dflt:20},align:a({},n.align,{arrayOk:!0}),line:{width:{valType:\"number\",arrayOk:!0,dflt:1},color:{valType:\"color\",arrayOk:!0,dflt:\"grey\"}},fill:{color:{valType:\"color\",arrayOk:!0,dflt:\"white\"}},font:a({},o({arrayOk:!0}))}},\"calc\",\"from-root\")).transforms=void 0},{\"../../components/annotations/attributes\":575,\"../../constants/docs\":688,\"../../lib/extend\":708,\"../../plot_api/edit_types\":748,\"../../plots/domain\":790,\"../../plots/font_attributes\":791}],1249:[function(t,e,r){\"use strict\";var n=t(\"../../plots/get_data\").getModuleCalcData,a=t(\"./plot\");r.name=\"table\",r.plot=function(t){var e=n(t.calcdata,\"table\")[0];e.length&&a(t,e)},r.clean=function(t,e,r,n){var a=n._has&&n._has(\"table\"),i=e._has&&e._has(\"table\");a&&!i&&n._paperdiv.selectAll(\".table\").remove()}},{\"../../plots/get_data\":800,\"./plot\":1256}],1250:[function(t,e,r){\"use strict\";var n=t(\"../../lib/gup\").wrap;e.exports=function(){return n({})}},{\"../../lib/gup\":715}],1251:[function(t,e,r){\"use strict\";e.exports={cellPad:8,columnExtentOffset:10,columnTitleOffset:28,emptyHeaderHeight:16,latexCheck:/^\\$.*\\$$/,goldenRatio:1.618,lineBreaker:\"<br>\",maxDimensionCount:60,overdrag:45,releaseTransitionDuration:120,releaseTransitionEase:\"cubic-out\",scrollbarCaptureWidth:18,scrollbarHideDelay:1e3,scrollbarHideDuration:1e3,scrollbarOffset:5,scrollbarWidth:8,transitionDuration:100,transitionEase:\"cubic-out\",uplift:5,wrapSpacer:\" \",wrapSplitCharacter:\" \",cn:{table:\"table\",tableControlView:\"table-control-view\",scrollBackground:\"scroll-background\",yColumn:\"y-column\",columnBlock:\"column-block\",scrollAreaClip:\"scroll-area-clip\",scrollAreaClipRect:\"scroll-area-clip-rect\",columnBoundary:\"column-boundary\",columnBoundaryClippath:\"column-boundary-clippath\",columnBoundaryRect:\"column-boundary-rect\",columnCells:\"column-cells\",columnCell:\"column-cell\",cellRect:\"cell-rect\",cellText:\"cell-text\",cellTextHolder:\"cell-text-holder\",scrollbarKit:\"scrollbar-kit\",scrollbar:\"scrollbar\",scrollbarSlider:\"scrollbar-slider\",scrollbarGlyph:\"scrollbar-glyph\",scrollbarCaptureZone:\"scrollbar-capture-zone\"}}},{}],1252:[function(t,e,r){\"use strict\";var n=t(\"./constants\"),a=t(\"../../lib/extend\").extendFlat,i=t(\"fast-isnumeric\");function o(t){if(Array.isArray(t)){for(var e=0,r=0;r<t.length;r++)e=Math.max(e,o(t[r]));return e}return t}function s(t,e){return t+e}function l(t){var e,r=t.slice(),n=1/0,a=0;for(e=0;e<r.length;e++)Array.isArray(r[e])||(r[e]=[r[e]]),n=Math.min(n,r[e].length),a=Math.max(a,r[e].length);if(n!==a)for(e=0;e<r.length;e++){var i=a-r[e].length;i&&(r[e]=r[e].concat(c(i)))}return r}function c(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=\"\";return e}function u(t){return t.calcdata.columns.reduce(function(e,r){return r.xIndex<t.xIndex?e+r.columnWidth:e},0)}function h(t,e){return Object.keys(t).map(function(r){return a({},t[r],{auxiliaryBlocks:e})})}function f(t,e){for(var r,n={},a=0,i=0,o={firstRowIndex:null,lastRowIndex:null,rows:[]},s=0,l=0,c=0;c<t.length;c++)r=t[c],o.rows.push({rowIndex:c,rowHeight:r}),((i+=r)>=e||c===t.length-1)&&(n[a]=o,o.key=l++,o.firstRowIndex=s,o.lastRowIndex=c,o={firstRowIndex:null,lastRowIndex:null,rows:[]},a+=i,s=c+1,i=0);return n}e.exports=function(t,e){var r=l(e.cells.values),p=function(t){return t.slice(e.header.values.length,t.length)},d=l(e.header.values);d.length&&!d[0].length&&(d[0]=[\"\"],d=l(d));var 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L=Math.max(o(e.header.line.width),o(e.cells.line.width)),C={key:e.uid+t._context.staticPlot,translateX:v.x[0]*t._fullLayout._size.w,translateY:t._fullLayout._size.h*(1-v.y[1]),size:t._fullLayout._size,width:m,maxLineWidth:L,height:y,columnOrder:A,groupHeight:y,rowBlocks:T,headerRowBlocks:k,scrollY:0,cells:a({},e.cells,{values:r}),headerCells:a({},e.header,{values:g}),gdColumns:g.map(function(t){return t[0]}),gdColumnsOriginalOrder:g.map(function(t){return t[0]}),prevPages:[0,0],scrollbarState:{scrollbarScrollInProgress:!1},columns:g.map(function(t,e){var r=M[t];return M[t]=(r||0)+1,{key:t+\"__\"+M[t],label:t,specIndex:e,xIndex:A[e],xScale:u,x:void 0,calcdata:void 0,columnWidth:S[e]}})};return C.columns.forEach(function(t){t.calcdata=C,t.x=u(t)}),C}},{\"../../lib/extend\":708,\"./constants\":1251,\"fast-isnumeric\":228}],1253:[function(t,e,r){\"use strict\";var n=t(\"../../lib/extend\").extendFlat;r.splitToPanels=function(t){var 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n=t(\"./constants\"),a=t(\"d3\"),i=t(\"../../lib/gup\"),o=t(\"../../components/drawing\"),s=t(\"../../lib/svg_text_utils\"),l=t(\"../../lib\").raiseToTop,c=t(\"../../lib\").cancelTransition,u=t(\"./data_preparation_helper\"),h=t(\"./data_split_helpers\"),f=t(\"../../components/color\");function p(t){return Math.ceil(t.calcdata.maxLineWidth/2)}function d(t,e){return\"clip\"+t._fullLayout._uid+\"_scrollAreaBottomClip_\"+e.key}function g(t,e){return\"clip\"+t._fullLayout._uid+\"_columnBoundaryClippath_\"+e.calcdata.key+\"_\"+e.specIndex}function v(t){return[].concat.apply([],t.map(function(t){return t})).map(function(t){return t.__data__})}function m(t,e,r){var o=t.selectAll(\".\"+n.cn.scrollbarKit).data(i.repeat,i.keyFun);o.enter().append(\"g\").classed(n.cn.scrollbarKit,!0).style(\"shape-rendering\",\"geometricPrecision\"),o.each(function(t){var e=t.scrollbarState;e.totalHeight=function(t){var e=t.rowBlocks;return 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n=a.event.y,i=this.getBoundingClientRect(),o=r.scrollbarState,s=n-i.top,l=a.scale.linear().domain([0,o.scrollableAreaHeight]).range([0,o.totalHeight]).clamp(!0);o.topY<=s&&s<=o.bottomY||S(e,t,null,l(s-o.barLength/2))(r)}).call(a.behavior.drag().origin(function(t){return a.event.stopPropagation(),t.scrollbarState.scrollbarScrollInProgress=!0,t}).on(\"drag\",S(e,t)).on(\"dragend\",function(){})),u.attr(\"y2\",function(t){return t.scrollbarState.scrollableAreaHeight}),e._context.staticPlot&&(c.remove(),u.remove())}function y(t,e,r,s){var l=function(t){var e=t.selectAll(\".\"+n.cn.columnCell).data(h.splitToCells,function(t){return t.keyWithinBlock});return e.enter().append(\"g\").classed(n.cn.columnCell,!0),e.exit().remove(),e}(function(t){var e=t.selectAll(\".\"+n.cn.columnCells).data(i.repeat,i.keyFun);return e.enter().append(\"g\").classed(n.cn.columnCells,!0),e.exit().remove(),e}(r));!function(t){t.each(function(t,e){var 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n=t(\"d3\"),a=t(\"../../lib\"),i=t(\"../../components/drawing\"),o=t(\"../../lib/svg_text_utils\"),s=t(\"./partition\"),l=t(\"./style\").styleOne,c=t(\"./constants\"),u=t(\"../sunburst/helpers\"),h=t(\"../sunburst/fx\"),f=t(\"../sunburst/plot\").formatSliceLabel;e.exports=function(t,e,r,p,d){var g=d.width,v=d.height,m=d.viewX,y=d.viewY,x=d.pathSlice,b=d.toMoveInsideSlice,_=d.strTransform,w=d.hasTransition,k=d.handleSlicesExit,T=d.makeUpdateSliceInterpolator,M=d.makeUpdateTextInterpolator,A=d.prevEntry,S=t._fullLayout,E=e[0].trace,L=-1!==E.textposition.indexOf(\"left\"),C=-1!==E.textposition.indexOf(\"right\"),P=-1!==E.textposition.indexOf(\"bottom\"),O=!P&&!E.marker.pad.t||P&&!E.marker.pad.b,z=s(r,[g,v],{packing:E.tiling.packing,squarifyratio:E.tiling.squarifyratio,flipX:E.tiling.flip.indexOf(\"x\")>-1,flipY:E.tiling.flip.indexOf(\"y\")>-1,pad:{inner:E.tiling.pad,top:E.marker.pad.t,left:E.marker.pad.l,right:E.marker.pad.r,bottom:E.marker.pad.b}}).descendants(),I=1/0,D=-1/0;z.forEach(function(t){var e=t.depth;e>=E._maxDepth?(t.x0=t.x1=(t.x0+t.x1)/2,t.y0=t.y1=(t.y0+t.y1)/2):(I=Math.min(I,e),D=Math.max(D,e))}),p=p.data(z,u.getPtId),E._maxVisibleLayers=isFinite(D)?D-I+1:0,p.enter().append(\"g\").classed(\"slice\",!0),k(p,!1,{},[g,v],x),p.order();var R=null;if(w&&A){var 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A=a.ensureSingle(d,\"g\",\"slicetext\"),z=a.ensureSingle(A,\"text\",\"\",function(t){t.attr(\"data-notex\",1)}),I=a.ensureUniformFontSize(t,u.determineTextFont(E,s,S.font));z.text(s._text||\" \").classed(\"slicetext\",!0).attr(\"text-anchor\",C?\"end\":L||p?\"start\":\"middle\").call(i.font,I).call(o.convertToTspans,t),s.textBB=i.bBox(z.node()),s.transform=b(s,{fontSize:I.size,isHeader:p}),s.transform.fontSize=I.size,w?z.transition().attrTween(\"transform\",function(t){var e=M(t,!1,B(),[g,v]);return function(t){return _(e(t))}}):z.attr(\"transform\",_(s))}),R}},{\"../../components/drawing\":613,\"../../lib\":717,\"../../lib/svg_text_utils\":741,\"../sunburst/fx\":1236,\"../sunburst/helpers\":1237,\"../sunburst/plot\":1241,\"./constants\":1260,\"./partition\":1267,\"./style\":1269,d3:165}],1264:[function(t,e,r){\"use 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+       "/*!\n",
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0!==t.negative&&0===this.negative?(t.negative=0,e=this.sub(t),t.negative^=1,e):0===t.negative&&0!==this.negative?(this.negative=0,e=t.sub(this),this.negative=1,e):this.length>t.length?this.clone().iadd(t):t.clone().iadd(this)},i.prototype.isub=function(t){if(0!==t.negative){t.negative=0;var e=this.iadd(t);return t.negative=1,e._normSign()}if(0!==this.negative)return this.negative=0,this.iadd(t),this.negative=1,this._normSign();var r,n,a=this.cmp(t);if(0===a)return this.negative=0,this.length=1,this.words[0]=0,this;a>0?(r=this,n=t):(r=t,n=this);for(var i=0,o=0;o<n.length;o++)i=(e=(0|r.words[o])-(0|n.words[o])+i)>>26,this.words[o]=67108863&e;for(;0!==i&&o<r.length;o++)i=(e=(0|r.words[o])+i)>>26,this.words[o]=67108863&e;if(0===i&&o<r.length&&r!==this)for(;o<r.length;o++)this.words[o]=r.words[o];return this.length=Math.max(this.length,o),r!==this&&(this.negative=1),this.strip()},i.prototype.sub=function(t){return this.clone().isub(t)};var p=function(t,e,r){var n,a,i,o=t.words,s=e.words,l=r.words,c=0,u=0|o[0],h=8191&u,f=u>>>13,p=0|o[1],d=8191&p,g=p>>>13,m=0|o[2],v=8191&m,y=m>>>13,x=0|o[3],b=8191&x,_=x>>>13,w=0|o[4],T=8191&w,k=w>>>13,M=0|o[5],A=8191&M,S=M>>>13,E=0|o[6],C=8191&E,L=E>>>13,P=0|o[7],I=8191&P,z=P>>>13,O=0|o[8],D=8191&O,R=O>>>13,F=0|o[9],B=8191&F,N=F>>>13,j=0|s[0],U=8191&j,V=j>>>13,q=0|s[1],H=8191&q,G=q>>>13,Y=0|s[2],W=8191&Y,Z=Y>>>13,X=0|s[3],J=8191&X,K=X>>>13,Q=0|s[4],$=8191&Q,tt=Q>>>13,et=0|s[5],rt=8191&et,nt=et>>>13,at=0|s[6],it=8191&at,ot=at>>>13,st=0|s[7],lt=8191&st,ct=st>>>13,ut=0|s[8],ht=8191&ut,ft=ut>>>13,pt=0|s[9],dt=8191&pt,gt=pt>>>13;r.negative=t.negative^e.negative,r.length=19;var mt=(c+(n=Math.imul(h,U))|0)+((8191&(a=(a=Math.imul(h,V))+Math.imul(f,U)|0))<<13)|0;c=((i=Math.imul(f,V))+(a>>>13)|0)+(mt>>>26)|0,mt&=67108863,n=Math.imul(d,U),a=(a=Math.imul(d,V))+Math.imul(g,U)|0,i=Math.imul(g,V);var vt=(c+(n=n+Math.imul(h,H)|0)|0)+((8191&(a=(a=a+Math.imul(h,G)|0)+Math.imul(f,H)|0))<<13)|0;c=((i=i+Math.imul(f,G)|0)+(a>>>13)|0)+(vt>>>26)|0,vt&=67108863,n=Math.imul(v,U),a=(a=Math.imul(v,V))+Math.imul(y,U)|0,i=Math.imul(y,V),n=n+Math.imul(d,H)|0,a=(a=a+Math.imul(d,G)|0)+Math.imul(g,H)|0,i=i+Math.imul(g,G)|0;var yt=(c+(n=n+Math.imul(h,W)|0)|0)+((8191&(a=(a=a+Math.imul(h,Z)|0)+Math.imul(f,W)|0))<<13)|0;c=((i=i+Math.imul(f,Z)|0)+(a>>>13)|0)+(yt>>>26)|0,yt&=67108863,n=Math.imul(b,U),a=(a=Math.imul(b,V))+Math.imul(_,U)|0,i=Math.imul(_,V),n=n+Math.imul(v,H)|0,a=(a=a+Math.imul(v,G)|0)+Math.imul(y,H)|0,i=i+Math.imul(y,G)|0,n=n+Math.imul(d,W)|0,a=(a=a+Math.imul(d,Z)|0)+Math.imul(g,W)|0,i=i+Math.imul(g,Z)|0;var xt=(c+(n=n+Math.imul(h,J)|0)|0)+((8191&(a=(a=a+Math.imul(h,K)|0)+Math.imul(f,J)|0))<<13)|0;c=((i=i+Math.imul(f,K)|0)+(a>>>13)|0)+(xt>>>26)|0,xt&=67108863,n=Math.imul(T,U),a=(a=Math.imul(T,V))+Math.imul(k,U)|0,i=Math.imul(k,V),n=n+Math.imul(b,H)|0,a=(a=a+Math.imul(b,G)|0)+Math.imul(_,H)|0,i=i+Math.imul(_,G)|0,n=n+Math.imul(v,W)|0,a=(a=a+Math.imul(v,Z)|0)+Math.imul(y,W)|0,i=i+Math.imul(y,Z)|0,n=n+Math.imul(d,J)|0,a=(a=a+Math.imul(d,K)|0)+Math.imul(g,J)|0,i=i+Math.imul(g,K)|0;var bt=(c+(n=n+Math.imul(h,$)|0)|0)+((8191&(a=(a=a+Math.imul(h,tt)|0)+Math.imul(f,$)|0))<<13)|0;c=((i=i+Math.imul(f,tt)|0)+(a>>>13)|0)+(bt>>>26)|0,bt&=67108863,n=Math.imul(A,U),a=(a=Math.imul(A,V))+Math.imul(S,U)|0,i=Math.imul(S,V),n=n+Math.imul(T,H)|0,a=(a=a+Math.imul(T,G)|0)+Math.imul(k,H)|0,i=i+Math.imul(k,G)|0,n=n+Math.imul(b,W)|0,a=(a=a+Math.imul(b,Z)|0)+Math.imul(_,W)|0,i=i+Math.imul(_,Z)|0,n=n+Math.imul(v,J)|0,a=(a=a+Math.imul(v,K)|0)+Math.imul(y,J)|0,i=i+Math.imul(y,K)|0,n=n+Math.imul(d,$)|0,a=(a=a+Math.imul(d,tt)|0)+Math.imul(g,$)|0,i=i+Math.imul(g,tt)|0;var _t=(c+(n=n+Math.imul(h,rt)|0)|0)+((8191&(a=(a=a+Math.imul(h,nt)|0)+Math.imul(f,rt)|0))<<13)|0;c=((i=i+Math.imul(f,nt)|0)+(a>>>13)|0)+(_t>>>26)|0,_t&=67108863,n=Math.imul(C,U),a=(a=Math.imul(C,V))+Math.imul(L,U)|0,i=Math.imul(L,V),n=n+Math.imul(A,H)|0,a=(a=a+Math.imul(A,G)|0)+Math.imul(S,H)|0,i=i+Math.imul(S,G)|0,n=n+Math.imul(T,W)|0,a=(a=a+Math.imul(T,Z)|0)+Math.imul(k,W)|0,i=i+Math.imul(k,Z)|0,n=n+Math.imul(b,J)|0,a=(a=a+Math.imul(b,K)|0)+Math.imul(_,J)|0,i=i+Math.imul(_,K)|0,n=n+Math.imul(v,$)|0,a=(a=a+Math.imul(v,tt)|0)+Math.imul(y,$)|0,i=i+Math.imul(y,tt)|0,n=n+Math.imul(d,rt)|0,a=(a=a+Math.imul(d,nt)|0)+Math.imul(g,rt)|0,i=i+Math.imul(g,nt)|0;var wt=(c+(n=n+Math.imul(h,it)|0)|0)+((8191&(a=(a=a+Math.imul(h,ot)|0)+Math.imul(f,it)|0))<<13)|0;c=((i=i+Math.imul(f,ot)|0)+(a>>>13)|0)+(wt>>>26)|0,wt&=67108863,n=Math.imul(I,U),a=(a=Math.imul(I,V))+Math.imul(z,U)|0,i=Math.imul(z,V),n=n+Math.imul(C,H)|0,a=(a=a+Math.imul(C,G)|0)+Math.imul(L,H)|0,i=i+Math.imul(L,G)|0,n=n+Math.imul(A,W)|0,a=(a=a+Math.imul(A,Z)|0)+Math.imul(S,W)|0,i=i+Math.imul(S,Z)|0,n=n+Math.imul(T,J)|0,a=(a=a+Math.imul(T,K)|0)+Math.imul(k,J)|0,i=i+Math.imul(k,K)|0,n=n+Math.imul(b,$)|0,a=(a=a+Math.imul(b,tt)|0)+Math.imul(_,$)|0,i=i+Math.imul(_,tt)|0,n=n+Math.imul(v,rt)|0,a=(a=a+Math.imul(v,nt)|0)+Math.imul(y,rt)|0,i=i+Math.imul(y,nt)|0,n=n+Math.imul(d,it)|0,a=(a=a+Math.imul(d,ot)|0)+Math.imul(g,it)|0,i=i+Math.imul(g,ot)|0;var Tt=(c+(n=n+Math.imul(h,lt)|0)|0)+((8191&(a=(a=a+Math.imul(h,ct)|0)+Math.imul(f,lt)|0))<<13)|0;c=((i=i+Math.imul(f,ct)|0)+(a>>>13)|0)+(Tt>>>26)|0,Tt&=67108863,n=Math.imul(D,U),a=(a=Math.imul(D,V))+Math.imul(R,U)|0,i=Math.imul(R,V),n=n+Math.imul(I,H)|0,a=(a=a+Math.imul(I,G)|0)+Math.imul(z,H)|0,i=i+Math.imul(z,G)|0,n=n+Math.imul(C,W)|0,a=(a=a+Math.imul(C,Z)|0)+Math.imul(L,W)|0,i=i+Math.imul(L,Z)|0,n=n+Math.imul(A,J)|0,a=(a=a+Math.imul(A,K)|0)+Math.imul(S,J)|0,i=i+Math.imul(S,K)|0,n=n+Math.imul(T,$)|0,a=(a=a+Math.imul(T,tt)|0)+Math.imul(k,$)|0,i=i+Math.imul(k,tt)|0,n=n+Math.imul(b,rt)|0,a=(a=a+Math.imul(b,nt)|0)+Math.imul(_,rt)|0,i=i+Math.imul(_,nt)|0,n=n+Math.imul(v,it)|0,a=(a=a+Math.imul(v,ot)|0)+Math.imul(y,it)|0,i=i+Math.imul(y,ot)|0,n=n+Math.imul(d,lt)|0,a=(a=a+Math.imul(d,ct)|0)+Math.imul(g,lt)|0,i=i+Math.imul(g,ct)|0;var kt=(c+(n=n+Math.imul(h,ht)|0)|0)+((8191&(a=(a=a+Math.imul(h,ft)|0)+Math.imul(f,ht)|0))<<13)|0;c=((i=i+Math.imul(f,ft)|0)+(a>>>13)|0)+(kt>>>26)|0,kt&=67108863,n=Math.imul(B,U),a=(a=Math.imul(B,V))+Math.imul(N,U)|0,i=Math.imul(N,V),n=n+Math.imul(D,H)|0,a=(a=a+Math.imul(D,G)|0)+Math.imul(R,H)|0,i=i+Math.imul(R,G)|0,n=n+Math.imul(I,W)|0,a=(a=a+Math.imul(I,Z)|0)+Math.imul(z,W)|0,i=i+Math.imul(z,Z)|0,n=n+Math.imul(C,J)|0,a=(a=a+Math.imul(C,K)|0)+Math.imul(L,J)|0,i=i+Math.imul(L,K)|0,n=n+Math.imul(A,$)|0,a=(a=a+Math.imul(A,tt)|0)+Math.imul(S,$)|0,i=i+Math.imul(S,tt)|0,n=n+Math.imul(T,rt)|0,a=(a=a+Math.imul(T,nt)|0)+Math.imul(k,rt)|0,i=i+Math.imul(k,nt)|0,n=n+Math.imul(b,it)|0,a=(a=a+Math.imul(b,ot)|0)+Math.imul(_,it)|0,i=i+Math.imul(_,ot)|0,n=n+Math.imul(v,lt)|0,a=(a=a+Math.imul(v,ct)|0)+Math.imul(y,lt)|0,i=i+Math.imul(y,ct)|0,n=n+Math.imul(d,ht)|0,a=(a=a+Math.imul(d,ft)|0)+Math.imul(g,ht)|0,i=i+Math.imul(g,ft)|0;var Mt=(c+(n=n+Math.imul(h,dt)|0)|0)+((8191&(a=(a=a+Math.imul(h,gt)|0)+Math.imul(f,dt)|0))<<13)|0;c=((i=i+Math.imul(f,gt)|0)+(a>>>13)|0)+(Mt>>>26)|0,Mt&=67108863,n=Math.imul(B,H),a=(a=Math.imul(B,G))+Math.imul(N,H)|0,i=Math.imul(N,G),n=n+Math.imul(D,W)|0,a=(a=a+Math.imul(D,Z)|0)+Math.imul(R,W)|0,i=i+Math.imul(R,Z)|0,n=n+Math.imul(I,J)|0,a=(a=a+Math.imul(I,K)|0)+Math.imul(z,J)|0,i=i+Math.imul(z,K)|0,n=n+Math.imul(C,$)|0,a=(a=a+Math.imul(C,tt)|0)+Math.imul(L,$)|0,i=i+Math.imul(L,tt)|0,n=n+Math.imul(A,rt)|0,a=(a=a+Math.imul(A,nt)|0)+Math.imul(S,rt)|0,i=i+Math.imul(S,nt)|0,n=n+Math.imul(T,it)|0,a=(a=a+Math.imul(T,ot)|0)+Math.imul(k,it)|0,i=i+Math.imul(k,ot)|0,n=n+Math.imul(b,lt)|0,a=(a=a+Math.imul(b,ct)|0)+Math.imul(_,lt)|0,i=i+Math.imul(_,ct)|0,n=n+Math.imul(v,ht)|0,a=(a=a+Math.imul(v,ft)|0)+Math.imul(y,ht)|0,i=i+Math.imul(y,ft)|0;var At=(c+(n=n+Math.imul(d,dt)|0)|0)+((8191&(a=(a=a+Math.imul(d,gt)|0)+Math.imul(g,dt)|0))<<13)|0;c=((i=i+Math.imul(g,gt)|0)+(a>>>13)|0)+(At>>>26)|0,At&=67108863,n=Math.imul(B,W),a=(a=Math.imul(B,Z))+Math.imul(N,W)|0,i=Math.imul(N,Z),n=n+Math.imul(D,J)|0,a=(a=a+Math.imul(D,K)|0)+Math.imul(R,J)|0,i=i+Math.imul(R,K)|0,n=n+Math.imul(I,$)|0,a=(a=a+Math.imul(I,tt)|0)+Math.imul(z,$)|0,i=i+Math.imul(z,tt)|0,n=n+Math.imul(C,rt)|0,a=(a=a+Math.imul(C,nt)|0)+Math.imul(L,rt)|0,i=i+Math.imul(L,nt)|0,n=n+Math.imul(A,it)|0,a=(a=a+Math.imul(A,ot)|0)+Math.imul(S,it)|0,i=i+Math.imul(S,ot)|0,n=n+Math.imul(T,lt)|0,a=(a=a+Math.imul(T,ct)|0)+Math.imul(k,lt)|0,i=i+Math.imul(k,ct)|0,n=n+Math.imul(b,ht)|0,a=(a=a+Math.imul(b,ft)|0)+Math.imul(_,ht)|0,i=i+Math.imul(_,ft)|0;var St=(c+(n=n+Math.imul(v,dt)|0)|0)+((8191&(a=(a=a+Math.imul(v,gt)|0)+Math.imul(y,dt)|0))<<13)|0;c=((i=i+Math.imul(y,gt)|0)+(a>>>13)|0)+(St>>>26)|0,St&=67108863,n=Math.imul(B,J),a=(a=Math.imul(B,K))+Math.imul(N,J)|0,i=Math.imul(N,K),n=n+Math.imul(D,$)|0,a=(a=a+Math.imul(D,tt)|0)+Math.imul(R,$)|0,i=i+Math.imul(R,tt)|0,n=n+Math.imul(I,rt)|0,a=(a=a+Math.imul(I,nt)|0)+Math.imul(z,rt)|0,i=i+Math.imul(z,nt)|0,n=n+Math.imul(C,it)|0,a=(a=a+Math.imul(C,ot)|0)+Math.imul(L,it)|0,i=i+Math.imul(L,ot)|0,n=n+Math.imul(A,lt)|0,a=(a=a+Math.imul(A,ct)|0)+Math.imul(S,lt)|0,i=i+Math.imul(S,ct)|0,n=n+Math.imul(T,ht)|0,a=(a=a+Math.imul(T,ft)|0)+Math.imul(k,ht)|0,i=i+Math.imul(k,ft)|0;var Et=(c+(n=n+Math.imul(b,dt)|0)|0)+((8191&(a=(a=a+Math.imul(b,gt)|0)+Math.imul(_,dt)|0))<<13)|0;c=((i=i+Math.imul(_,gt)|0)+(a>>>13)|0)+(Et>>>26)|0,Et&=67108863,n=Math.imul(B,$),a=(a=Math.imul(B,tt))+Math.imul(N,$)|0,i=Math.imul(N,tt),n=n+Math.imul(D,rt)|0,a=(a=a+Math.imul(D,nt)|0)+Math.imul(R,rt)|0,i=i+Math.imul(R,nt)|0,n=n+Math.imul(I,it)|0,a=(a=a+Math.imul(I,ot)|0)+Math.imul(z,it)|0,i=i+Math.imul(z,ot)|0,n=n+Math.imul(C,lt)|0,a=(a=a+Math.imul(C,ct)|0)+Math.imul(L,lt)|0,i=i+Math.imul(L,ct)|0,n=n+Math.imul(A,ht)|0,a=(a=a+Math.imul(A,ft)|0)+Math.imul(S,ht)|0,i=i+Math.imul(S,ft)|0;var Ct=(c+(n=n+Math.imul(T,dt)|0)|0)+((8191&(a=(a=a+Math.imul(T,gt)|0)+Math.imul(k,dt)|0))<<13)|0;c=((i=i+Math.imul(k,gt)|0)+(a>>>13)|0)+(Ct>>>26)|0,Ct&=67108863,n=Math.imul(B,rt),a=(a=Math.imul(B,nt))+Math.imul(N,rt)|0,i=Math.imul(N,nt),n=n+Math.imul(D,it)|0,a=(a=a+Math.imul(D,ot)|0)+Math.imul(R,it)|0,i=i+Math.imul(R,ot)|0,n=n+Math.imul(I,lt)|0,a=(a=a+Math.imul(I,ct)|0)+Math.imul(z,lt)|0,i=i+Math.imul(z,ct)|0,n=n+Math.imul(C,ht)|0,a=(a=a+Math.imul(C,ft)|0)+Math.imul(L,ht)|0,i=i+Math.imul(L,ft)|0;var Lt=(c+(n=n+Math.imul(A,dt)|0)|0)+((8191&(a=(a=a+Math.imul(A,gt)|0)+Math.imul(S,dt)|0))<<13)|0;c=((i=i+Math.imul(S,gt)|0)+(a>>>13)|0)+(Lt>>>26)|0,Lt&=67108863,n=Math.imul(B,it),a=(a=Math.imul(B,ot))+Math.imul(N,it)|0,i=Math.imul(N,ot),n=n+Math.imul(D,lt)|0,a=(a=a+Math.imul(D,ct)|0)+Math.imul(R,lt)|0,i=i+Math.imul(R,ct)|0,n=n+Math.imul(I,ht)|0,a=(a=a+Math.imul(I,ft)|0)+Math.imul(z,ht)|0,i=i+Math.imul(z,ft)|0;var Pt=(c+(n=n+Math.imul(C,dt)|0)|0)+((8191&(a=(a=a+Math.imul(C,gt)|0)+Math.imul(L,dt)|0))<<13)|0;c=((i=i+Math.imul(L,gt)|0)+(a>>>13)|0)+(Pt>>>26)|0,Pt&=67108863,n=Math.imul(B,lt),a=(a=Math.imul(B,ct))+Math.imul(N,lt)|0,i=Math.imul(N,ct),n=n+Math.imul(D,ht)|0,a=(a=a+Math.imul(D,ft)|0)+Math.imul(R,ht)|0,i=i+Math.imul(R,ft)|0;var It=(c+(n=n+Math.imul(I,dt)|0)|0)+((8191&(a=(a=a+Math.imul(I,gt)|0)+Math.imul(z,dt)|0))<<13)|0;c=((i=i+Math.imul(z,gt)|0)+(a>>>13)|0)+(It>>>26)|0,It&=67108863,n=Math.imul(B,ht),a=(a=Math.imul(B,ft))+Math.imul(N,ht)|0,i=Math.imul(N,ft);var zt=(c+(n=n+Math.imul(D,dt)|0)|0)+((8191&(a=(a=a+Math.imul(D,gt)|0)+Math.imul(R,dt)|0))<<13)|0;c=((i=i+Math.imul(R,gt)|0)+(a>>>13)|0)+(zt>>>26)|0,zt&=67108863;var Ot=(c+(n=Math.imul(B,dt))|0)+((8191&(a=(a=Math.imul(B,gt))+Math.imul(N,dt)|0))<<13)|0;return c=((i=Math.imul(N,gt))+(a>>>13)|0)+(Ot>>>26)|0,Ot&=67108863,l[0]=mt,l[1]=vt,l[2]=yt,l[3]=xt,l[4]=bt,l[5]=_t,l[6]=wt,l[7]=Tt,l[8]=kt,l[9]=Mt,l[10]=At,l[11]=St,l[12]=Et,l[13]=Ct,l[14]=Lt,l[15]=Pt,l[16]=It,l[17]=zt,l[18]=Ot,0!==c&&(l[19]=c,r.length++),r};function d(t,e,r){return(new g).mulp(t,e,r)}function g(t,e){this.x=t,this.y=e}Math.imul||(p=f),i.prototype.mulTo=function(t,e){var r=this.length+t.length;return 10===this.length&&10===t.length?p(this,t,e):r<63?f(this,t,e):r<1024?function(t,e,r){r.negative=e.negative^t.negative,r.length=t.length+e.length;for(var n=0,a=0,i=0;i<r.length-1;i++){var o=a;a=0;for(var s=67108863&n,l=Math.min(i,e.length-1),c=Math.max(0,i-t.length+1);c<=l;c++){var u=i-c,h=(0|t.words[u])*(0|e.words[c]),f=67108863&h;s=67108863&(f=f+s|0),a+=(o=(o=o+(h/67108864|0)|0)+(f>>>26)|0)>>>26,o&=67108863}r.words[i]=s,n=o,o=a}return 0!==n?r.words[i]=n:r.length--,r.strip()}(this,t,e):d(this,t,e)},g.prototype.makeRBT=function(t){for(var e=new Array(t),r=i.prototype._countBits(t)-1,n=0;n<t;n++)e[n]=this.revBin(n,r,t);return e},g.prototype.revBin=function(t,e,r){if(0===t||t===r-1)return t;for(var n=0,a=0;a<e;a++)n|=(1&t)<<e-a-1,t>>=1;return n},g.prototype.permute=function(t,e,r,n,a,i){for(var o=0;o<i;o++)n[o]=e[t[o]],a[o]=r[t[o]]},g.prototype.transform=function(t,e,r,n,a,i){this.permute(i,t,e,r,n,a);for(var o=1;o<a;o<<=1)for(var s=o<<1,l=Math.cos(2*Math.PI/s),c=Math.sin(2*Math.PI/s),u=0;u<a;u+=s)for(var h=l,f=c,p=0;p<o;p++){var d=r[u+p],g=n[u+p],m=r[u+p+o],v=n[u+p+o],y=h*m-f*v;v=h*v+f*m,m=y,r[u+p]=d+m,n[u+p]=g+v,r[u+p+o]=d-m,n[u+p+o]=g-v,p!==s&&(y=l*h-c*f,f=l*f+c*h,h=y)}},g.prototype.guessLen13b=function(t,e){var r=1|Math.max(e,t),n=1&r,a=0;for(r=r/2|0;r;r>>>=1)a++;return 1<<a+1+n},g.prototype.conjugate=function(t,e,r){if(!(r<=1))for(var n=0;n<r/2;n++){var a=t[n];t[n]=t[r-n-1],t[r-n-1]=a,a=e[n],e[n]=-e[r-n-1],e[r-n-1]=-a}},g.prototype.normalize13b=function(t,e){for(var r=0,n=0;n<e/2;n++){var a=8192*Math.round(t[2*n+1]/e)+Math.round(t[2*n]/e)+r;t[n]=67108863&a,r=a<67108864?0:a/67108864|0}return t},g.prototype.convert13b=function(t,e,r,a){for(var i=0,o=0;o<e;o++)i+=0|t[o],r[2*o]=8191&i,i>>>=13,r[2*o+1]=8191&i,i>>>=13;for(o=2*e;o<a;++o)r[o]=0;n(0===i),n(0==(-8192&i))},g.prototype.stub=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=0;return e},g.prototype.mulp=function(t,e,r){var n=2*this.guessLen13b(t.length,e.length),a=this.makeRBT(n),i=this.stub(n),o=new Array(n),s=new Array(n),l=new Array(n),c=new Array(n),u=new Array(n),h=new Array(n),f=r.words;f.length=n,this.convert13b(t.words,t.length,o,n),this.convert13b(e.words,e.length,c,n),this.transform(o,i,s,l,n,a),this.transform(c,i,u,h,n,a);for(var p=0;p<n;p++){var d=s[p]*u[p]-l[p]*h[p];l[p]=s[p]*h[p]+l[p]*u[p],s[p]=d}return this.conjugate(s,l,n),this.transform(s,l,f,i,n,a),this.conjugate(f,i,n),this.normalize13b(f,n),r.negative=t.negative^e.negative,r.length=t.length+e.length,r.strip()},i.prototype.mul=function(t){var e=new i(null);return e.words=new Array(this.length+t.length),this.mulTo(t,e)},i.prototype.mulf=function(t){var e=new i(null);return e.words=new Array(this.length+t.length),d(this,t,e)},i.prototype.imul=function(t){return this.clone().mulTo(t,this)},i.prototype.imuln=function(t){n(\"number\"==typeof t),n(t<67108864);for(var e=0,r=0;r<this.length;r++){var a=(0|this.words[r])*t,i=(67108863&a)+(67108863&e);e>>=26,e+=a/67108864|0,e+=i>>>26,this.words[r]=67108863&i}return 0!==e&&(this.words[r]=e,this.length++),this},i.prototype.muln=function(t){return this.clone().imuln(t)},i.prototype.sqr=function(){return this.mul(this)},i.prototype.isqr=function(){return this.imul(this.clone())},i.prototype.pow=function(t){var e=function(t){for(var e=new Array(t.bitLength()),r=0;r<e.length;r++){var n=r/26|0,a=r%26;e[r]=(t.words[n]&1<<a)>>>a}return e}(t);if(0===e.length)return new i(1);for(var r=this,n=0;n<e.length&&0===e[n];n++,r=r.sqr());if(++n<e.length)for(var a=r.sqr();n<e.length;n++,a=a.sqr())0!==e[n]&&(r=r.mul(a));return r},i.prototype.iushln=function(t){n(\"number\"==typeof t&&t>=0);var e,r=t%26,a=(t-r)/26,i=67108863>>>26-r<<26-r;if(0!==r){var o=0;for(e=0;e<this.length;e++){var s=this.words[e]&i,l=(0|this.words[e])-s<<r;this.words[e]=l|o,o=s>>>26-r}o&&(this.words[e]=o,this.length++)}if(0!==a){for(e=this.length-1;e>=0;e--)this.words[e+a]=this.words[e];for(e=0;e<a;e++)this.words[e]=0;this.length+=a}return this.strip()},i.prototype.ishln=function(t){return n(0===this.negative),this.iushln(t)},i.prototype.iushrn=function(t,e,r){var a;n(\"number\"==typeof t&&t>=0),a=e?(e-e%26)/26:0;var i=t%26,o=Math.min((t-i)/26,this.length),s=67108863^67108863>>>i<<i,l=r;if(a-=o,a=Math.max(0,a),l){for(var c=0;c<o;c++)l.words[c]=this.words[c];l.length=o}if(0===o);else if(this.length>o)for(this.length-=o,c=0;c<this.length;c++)this.words[c]=this.words[c+o];else this.words[0]=0,this.length=1;var u=0;for(c=this.length-1;c>=0&&(0!==u||c>=a);c--){var h=0|this.words[c];this.words[c]=u<<26-i|h>>>i,u=h&s}return l&&0!==u&&(l.words[l.length++]=u),0===this.length&&(this.words[0]=0,this.length=1),this.strip()},i.prototype.ishrn=function(t,e,r){return n(0===this.negative),this.iushrn(t,e,r)},i.prototype.shln=function(t){return this.clone().ishln(t)},i.prototype.ushln=function(t){return this.clone().iushln(t)},i.prototype.shrn=function(t){return this.clone().ishrn(t)},i.prototype.ushrn=function(t){return this.clone().iushrn(t)},i.prototype.testn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26,a=1<<e;return!(this.length<=r)&&!!(this.words[r]&a)},i.prototype.imaskn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,\"imaskn works only with positive numbers\"),this.length<=r)return this;if(0!==e&&r++,this.length=Math.min(r,this.length),0!==e){var a=67108863^67108863>>>e<<e;this.words[this.length-1]&=a}return this.strip()},i.prototype.maskn=function(t){return this.clone().imaskn(t)},i.prototype.iaddn=function(t){return n(\"number\"==typeof t),n(t<67108864),t<0?this.isubn(-t):0!==this.negative?1===this.length&&(0|this.words[0])<t?(this.words[0]=t-(0|this.words[0]),this.negative=0,this):(this.negative=0,this.isubn(t),this.negative=1,this):this._iaddn(t)},i.prototype._iaddn=function(t){this.words[0]+=t;for(var e=0;e<this.length&&this.words[e]>=67108864;e++)this.words[e]-=67108864,e===this.length-1?this.words[e+1]=1:this.words[e+1]++;return this.length=Math.max(this.length,e+1),this},i.prototype.isubn=function(t){if(n(\"number\"==typeof t),n(t<67108864),t<0)return this.iaddn(-t);if(0!==this.negative)return this.negative=0,this.iaddn(t),this.negative=1,this;if(this.words[0]-=t,1===this.length&&this.words[0]<0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e<this.length&&this.words[e]<0;e++)this.words[e]+=67108864,this.words[e+1]-=1;return this.strip()},i.prototype.addn=function(t){return this.clone().iaddn(t)},i.prototype.subn=function(t){return this.clone().isubn(t)},i.prototype.iabs=function(){return this.negative=0,this},i.prototype.abs=function(){return this.clone().iabs()},i.prototype._ishlnsubmul=function(t,e,r){var a,i,o=t.length+r;this._expand(o);var s=0;for(a=0;a<t.length;a++){i=(0|this.words[a+r])+s;var l=(0|t.words[a])*e;s=((i-=67108863&l)>>26)-(l/67108864|0),this.words[a+r]=67108863&i}for(;a<this.length-r;a++)s=(i=(0|this.words[a+r])+s)>>26,this.words[a+r]=67108863&i;if(0===s)return this.strip();for(n(-1===s),s=0,a=0;a<this.length;a++)s=(i=-(0|this.words[a])+s)>>26,this.words[a]=67108863&i;return this.negative=1,this.strip()},i.prototype._wordDiv=function(t,e){var r=(this.length,t.length),n=this.clone(),a=t,o=0|a.words[a.length-1];0!==(r=26-this._countBits(o))&&(a=a.ushln(r),n.iushln(r),o=0|a.words[a.length-1]);var s,l=n.length-a.length;if(\"mod\"!==e){(s=new i(null)).length=l+1,s.words=new Array(s.length);for(var c=0;c<s.length;c++)s.words[c]=0}var u=n.clone()._ishlnsubmul(a,1,l);0===u.negative&&(n=u,s&&(s.words[l]=1));for(var h=l-1;h>=0;h--){var f=67108864*(0|n.words[a.length+h])+(0|n.words[a.length+h-1]);for(f=Math.min(f/o|0,67108863),n._ishlnsubmul(a,f,h);0!==n.negative;)f--,n.negative=0,n._ishlnsubmul(a,1,h),n.isZero()||(n.negative^=1);s&&(s.words[h]=f)}return s&&s.strip(),n.strip(),\"div\"!==e&&0!==r&&n.iushrn(r),{div:s||null,mod:n}},i.prototype.divmod=function(t,e,r){return n(!t.isZero()),this.isZero()?{div:new i(0),mod:new i(0)}:0!==this.negative&&0===t.negative?(s=this.neg().divmod(t,e),\"mod\"!==e&&(a=s.div.neg()),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.iadd(t)),{div:a,mod:o}):0===this.negative&&0!==t.negative?(s=this.divmod(t.neg(),e),\"mod\"!==e&&(a=s.div.neg()),{div:a,mod:s.mod}):0!=(this.negative&t.negative)?(s=this.neg().divmod(t.neg(),e),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.isub(t)),{div:s.div,mod:o}):t.length>this.length||this.cmp(t)<0?{div:new i(0),mod:this}:1===t.length?\"div\"===e?{div:this.divn(t.words[0]),mod:null}:\"mod\"===e?{div:null,mod:new i(this.modn(t.words[0]))}:{div:this.divn(t.words[0]),mod:new i(this.modn(t.words[0]))}:this._wordDiv(t,e);var a,o,s},i.prototype.div=function(t){return this.divmod(t,\"div\",!1).div},i.prototype.mod=function(t){return this.divmod(t,\"mod\",!1).mod},i.prototype.umod=function(t){return this.divmod(t,\"mod\",!0).mod},i.prototype.divRound=function(t){var e=this.divmod(t);if(e.mod.isZero())return e.div;var r=0!==e.div.negative?e.mod.isub(t):e.mod,n=t.ushrn(1),a=t.andln(1),i=r.cmp(n);return i<0||1===a&&0===i?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},i.prototype.modn=function(t){n(t<=67108863);for(var e=(1<<26)%t,r=0,a=this.length-1;a>=0;a--)r=(e*r+(0|this.words[a]))%t;return r},i.prototype.idivn=function(t){n(t<=67108863);for(var e=0,r=this.length-1;r>=0;r--){var a=(0|this.words[r])+67108864*e;this.words[r]=a/t|0,e=a%t}return this.strip()},i.prototype.divn=function(t){return this.clone().idivn(t)},i.prototype.egcd=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var a=new i(1),o=new i(0),s=new i(0),l=new i(1),c=0;e.isEven()&&r.isEven();)e.iushrn(1),r.iushrn(1),++c;for(var u=r.clone(),h=e.clone();!e.isZero();){for(var f=0,p=1;0==(e.words[0]&p)&&f<26;++f,p<<=1);if(f>0)for(e.iushrn(f);f-- >0;)(a.isOdd()||o.isOdd())&&(a.iadd(u),o.isub(h)),a.iushrn(1),o.iushrn(1);for(var d=0,g=1;0==(r.words[0]&g)&&d<26;++d,g<<=1);if(d>0)for(r.iushrn(d);d-- >0;)(s.isOdd()||l.isOdd())&&(s.iadd(u),l.isub(h)),s.iushrn(1),l.iushrn(1);e.cmp(r)>=0?(e.isub(r),a.isub(s),o.isub(l)):(r.isub(e),s.isub(a),l.isub(o))}return{a:s,b:l,gcd:r.iushln(c)}},i.prototype._invmp=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var a,o=new i(1),s=new i(0),l=r.clone();e.cmpn(1)>0&&r.cmpn(1)>0;){for(var c=0,u=1;0==(e.words[0]&u)&&c<26;++c,u<<=1);if(c>0)for(e.iushrn(c);c-- >0;)o.isOdd()&&o.iadd(l),o.iushrn(1);for(var h=0,f=1;0==(r.words[0]&f)&&h<26;++h,f<<=1);if(h>0)for(r.iushrn(h);h-- >0;)s.isOdd()&&s.iadd(l),s.iushrn(1);e.cmp(r)>=0?(e.isub(r),o.isub(s)):(r.isub(e),s.isub(o))}return(a=0===e.cmpn(1)?o:s).cmpn(0)<0&&a.iadd(t),a},i.prototype.gcd=function(t){if(this.isZero())return t.abs();if(t.isZero())return this.abs();var e=this.clone(),r=t.clone();e.negative=0,r.negative=0;for(var n=0;e.isEven()&&r.isEven();n++)e.iushrn(1),r.iushrn(1);for(;;){for(;e.isEven();)e.iushrn(1);for(;r.isEven();)r.iushrn(1);var a=e.cmp(r);if(a<0){var i=e;e=r,r=i}else if(0===a||0===r.cmpn(1))break;e.isub(r)}return r.iushln(n)},i.prototype.invm=function(t){return this.egcd(t).a.umod(t)},i.prototype.isEven=function(){return 0==(1&this.words[0])},i.prototype.isOdd=function(){return 1==(1&this.words[0])},i.prototype.andln=function(t){return this.words[0]&t},i.prototype.bincn=function(t){n(\"number\"==typeof t);var e=t%26,r=(t-e)/26,a=1<<e;if(this.length<=r)return this._expand(r+1),this.words[r]|=a,this;for(var i=a,o=r;0!==i&&o<this.length;o++){var s=0|this.words[o];i=(s+=i)>>>26,s&=67108863,this.words[o]=s}return 0!==i&&(this.words[o]=i,this.length++),this},i.prototype.isZero=function(){return 1===this.length&&0===this.words[0]},i.prototype.cmpn=function(t){var e,r=t<0;if(0!==this.negative&&!r)return-1;if(0===this.negative&&r)return 1;if(this.strip(),this.length>1)e=1;else{r&&(t=-t),n(t<=67108863,\"Number is too big\");var a=0|this.words[0];e=a===t?0:a<t?-1:1}return 0!==this.negative?0|-e:e},i.prototype.cmp=function(t){if(0!==this.negative&&0===t.negative)return-1;if(0===this.negative&&0!==t.negative)return 1;var e=this.ucmp(t);return 0!==this.negative?0|-e:e},i.prototype.ucmp=function(t){if(this.length>t.length)return 1;if(this.length<t.length)return-1;for(var e=0,r=this.length-1;r>=0;r--){var n=0|this.words[r],a=0|t.words[r];if(n!==a){n<a?e=-1:n>a&&(e=1);break}}return e},i.prototype.gtn=function(t){return 1===this.cmpn(t)},i.prototype.gt=function(t){return 1===this.cmp(t)},i.prototype.gten=function(t){return this.cmpn(t)>=0},i.prototype.gte=function(t){return this.cmp(t)>=0},i.prototype.ltn=function(t){return-1===this.cmpn(t)},i.prototype.lt=function(t){return-1===this.cmp(t)},i.prototype.lten=function(t){return this.cmpn(t)<=0},i.prototype.lte=function(t){return this.cmp(t)<=0},i.prototype.eqn=function(t){return 0===this.cmpn(t)},i.prototype.eq=function(t){return 0===this.cmp(t)},i.red=function(t){return new w(t)},i.prototype.toRed=function(t){return n(!this.red,\"Already a number in reduction context\"),n(0===this.negative,\"red works only with positives\"),t.convertTo(this)._forceRed(t)},i.prototype.fromRed=function(){return n(this.red,\"fromRed works only with numbers in reduction context\"),this.red.convertFrom(this)},i.prototype._forceRed=function(t){return this.red=t,this},i.prototype.forceRed=function(t){return n(!this.red,\"Already a number 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numbers\"),this.red._verify1(this),this.red.sqr(this)},i.prototype.redISqr=function(){return n(this.red,\"redISqr works only with red numbers\"),this.red._verify1(this),this.red.isqr(this)},i.prototype.redSqrt=function(){return n(this.red,\"redSqrt works only with red numbers\"),this.red._verify1(this),this.red.sqrt(this)},i.prototype.redInvm=function(){return n(this.red,\"redInvm works only with red numbers\"),this.red._verify1(this),this.red.invm(this)},i.prototype.redNeg=function(){return n(this.red,\"redNeg works only with red numbers\"),this.red._verify1(this),this.red.neg(this)},i.prototype.redPow=function(t){return n(this.red&&!t.red,\"redPow(normalNum)\"),this.red._verify1(this),this.red.pow(this,t)};var m={k256:null,p224:null,p192:null,p25519:null};function v(t,e){this.name=t,this.p=new i(e,16),this.n=this.p.bitLength(),this.k=new i(1).iushln(this.n).isub(this.p),this.tmp=this._tmp()}function y(){v.call(this,\"k256\",\"ffffffff ffffffff ffffffff ffffffff ffffffff ffffffff 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r=t.mul(e),n=r.maskn(this.shift).mul(this.minv).imaskn(this.shift).mul(this.m),a=r.isub(n).iushrn(this.shift),o=a;return a.cmp(this.m)>=0?o=a.isub(this.m):a.cmpn(0)<0&&(o=a.iadd(this.m)),o._forceRed(this)},T.prototype.invm=function(t){return this.imod(t._invmp(this.m).mul(this.r2))._forceRed(this)}}(\"undefined\"==typeof e||e,this)},{buffer:106}],98:[function(t,e,r){\"use strict\";e.exports=function(t){var e,r,n,a=t.length,i=0;for(e=0;e<a;++e)i+=t[e].length;var o=new Array(i),s=0;for(e=0;e<a;++e){var l=t[e],c=l.length;for(r=0;r<c;++r){var u=o[s++]=new Array(c-1),h=0;for(n=0;n<c;++n)n!==r&&(u[h++]=l[n]);if(1&r){var f=u[1];u[1]=u[0],u[0]=f}}}return o}},{}],99:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){switch(arguments.length){case 1:return h(t);case 2:return\"function\"==typeof e?c(t,t,e,!0):f(t,e);case 3:return c(t,e,r,!1);default:throw new Error(\"box-intersect: Invalid arguments\")}};var n,a=t(\"typedarray-pool\"),i=t(\"./lib/sweep\"),o=t(\"./lib/intersect\");function 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+       "/*!\n",
+       " * The buffer module from node.js, for the browser.\n",
+       " *\n",
+       " * @author   Feross Aboukhadijeh <https://feross.org>\n",
+       " * @license  MIT\n",
+       " */\n",
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+       "/*!\n",
+       " * @overview es6-promise - a tiny implementation of Promises/A+.\n",
+       " * @copyright Copyright (c) 2014 Yehuda Katz, Tom Dale, Stefan Penner and contributors (Conversion to ES6 API by Jake Archibald)\n",
+       " * @license   Licensed under MIT license\n",
+       " *            See https://raw.githubusercontent.com/stefanpenner/es6-promise/master/LICENSE\n",
+       " * @version   v4.2.8+1e68dce6\n",
+       " */\n",
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e=a[0],r=a.length-1;r>0;--r)e+=a[r]/(t+r);var n=t+607/128+.5;return.5*Math.log(2*Math.PI)+(t+.5)*Math.log(n)-n+Math.log(e)-Math.log(t)}e.exports=function t(e){if(e<.5)return Math.PI/(Math.sin(Math.PI*e)*t(1-e));if(e>100)return Math.exp(i(e));e-=1;for(var r=n[0],a=1;a<9;a++)r+=n[a]/(e+a);var o=e+7+.5;return Math.sqrt(2*Math.PI)*Math.pow(o,e+.5)*Math.exp(-o)*r},e.exports.log=i},{}],245:[function(t,e,r){e.exports=function(t,e){if(\"string\"!=typeof t)throw new TypeError(\"must specify type string\");if(e=e||{},\"undefined\"==typeof document&&!e.canvas)return null;var r=e.canvas||document.createElement(\"canvas\");\"number\"==typeof e.width&&(r.width=e.width);\"number\"==typeof e.height&&(r.height=e.height);var n,a=e;try{var i=[t];0===t.indexOf(\"webgl\")&&i.push(\"experimental-\"+t);for(var o=0;o<i.length;o++)if(n=r.getContext(i[o],a))return n}catch(t){n=null}return n||null}},{}],246:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=new u(t);return r.update(e),r};var n=t(\"./lib/text.js\"),a=t(\"./lib/lines.js\"),i=t(\"./lib/background.js\"),o=t(\"./lib/cube.js\"),s=t(\"./lib/ticks.js\"),l=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]);function c(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function u(t){this.gl=t,this.pixelRatio=1,this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.autoTicks=!0,this.tickSpacing=[1,1,1],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickAlign=[\"auto\",\"auto\",\"auto\"],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[10,10,10],this.lastCubeProps={cubeEdges:[0,0,0],axis:[0,0,0]},this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=\"sans-serif\",this.labelSize=[20,20,20],this.labelAngle=[0,0,0],this.labelAlign=[\"auto\",\"auto\",\"auto\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[10,10,10],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[0,0,0],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!1,!1,!1],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._firstInit=!0,this._text=null,this._lines=null,this._background=i(t)}var h=u.prototype;function f(){this.primalOffset=[0,0,0],this.primalMinor=[0,0,0],this.mirrorOffset=[0,0,0],this.mirrorMinor=[0,0,0]}h.update=function(t){function e(e,r,n){if(n in t){var a,i=t[n],o=this[n];(e?Array.isArray(i)&&Array.isArray(i[0]):Array.isArray(i))?this[n]=a=[r(i[0]),r(i[1]),r(i[2])]:this[n]=a=[r(i),r(i),r(i)];for(var s=0;s<3;++s)if(a[s]!==o[s])return!0}return!1}t=t||{};var r,i=e.bind(this,!1,Number),o=e.bind(this,!1,Boolean),l=e.bind(this,!1,String),c=e.bind(this,!0,(function(t){if(Array.isArray(t)){if(3===t.length)return[+t[0],+t[1],+t[2],1];if(4===t.length)return[+t[0],+t[1],+t[2],+t[3]]}return[0,0,0,1]})),u=!1,h=!1;if(\"bounds\"in t)for(var f=t.bounds,p=0;p<2;++p)for(var d=0;d<3;++d)f[p][d]!==this.bounds[p][d]&&(h=!0),this.bounds[p][d]=f[p][d];if(\"ticks\"in t){r=t.ticks,u=!0,this.autoTicks=!1;for(p=0;p<3;++p)this.tickSpacing[p]=0}else i(\"tickSpacing\")&&(this.autoTicks=!0,h=!0);if(this._firstInit&&(\"ticks\"in t||\"tickSpacing\"in t||(this.autoTicks=!0),h=!0,u=!0,this._firstInit=!1),h&&this.autoTicks&&(r=s.create(this.bounds,this.tickSpacing),u=!0),u){for(p=0;p<3;++p)r[p].sort((function(t,e){return t.x-e.x}));s.equal(r,this.ticks)?u=!1:this.ticks=r}o(\"tickEnable\"),l(\"tickFont\")&&(u=!0),i(\"tickSize\"),i(\"tickAngle\"),i(\"tickPad\"),c(\"tickColor\");var g=l(\"labels\");l(\"labelFont\")&&(g=!0),o(\"labelEnable\"),i(\"labelSize\"),i(\"labelPad\"),c(\"labelColor\"),o(\"lineEnable\"),o(\"lineMirror\"),i(\"lineWidth\"),c(\"lineColor\"),o(\"lineTickEnable\"),o(\"lineTickMirror\"),i(\"lineTickLength\"),i(\"lineTickWidth\"),c(\"lineTickColor\"),o(\"gridEnable\"),i(\"gridWidth\"),c(\"gridColor\"),o(\"zeroEnable\"),c(\"zeroLineColor\"),i(\"zeroLineWidth\"),o(\"backgroundEnable\"),c(\"backgroundColor\"),this._text?this._text&&(g||u)&&this._text.update(this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont):this._text=n(this.gl,this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont),this._lines&&u&&(this._lines.dispose(),this._lines=null),this._lines||(this._lines=a(this.gl,this.bounds,this.ticks))};var p=[new f,new f,new f];function d(t,e,r,n,a){for(var i=t.primalOffset,o=t.primalMinor,s=t.mirrorOffset,l=t.mirrorMinor,c=n[e],u=0;u<3;++u)if(e!==u){var h=i,f=s,p=o,d=l;c&1<<u&&(h=s,f=i,p=l,d=o),h[u]=r[0][u],f[u]=r[1][u],a[u]>0?(p[u]=-1,d[u]=0):(p[u]=0,d[u]=1)}}var g=[0,0,0],m={model:l,view:l,projection:l,_ortho:!1};h.isOpaque=function(){return!0},h.isTransparent=function(){return!1},h.drawTransparent=function(t){};var v=[0,0,0],y=[0,0,0],x=[0,0,0];h.draw=function(t){t=t||m;for(var e=this.gl,r=t.model||l,n=t.view||l,a=t.projection||l,i=this.bounds,s=t._ortho||!1,u=o(r,n,a,i,s),h=u.cubeEdges,f=u.axis,b=n[12],_=n[13],w=n[14],T=n[15],k=(s?2:1)*this.pixelRatio*(a[3]*b+a[7]*_+a[11]*w+a[15]*T)/e.drawingBufferHeight,M=0;M<3;++M)this.lastCubeProps.cubeEdges[M]=h[M],this.lastCubeProps.axis[M]=f[M];var A=p;for(M=0;M<3;++M)d(p[M],M,this.bounds,h,f);e=this.gl;var S,E=g;for(M=0;M<3;++M)this.backgroundEnable[M]?E[M]=f[M]:E[M]=0;this._background.draw(r,n,a,i,E,this.backgroundColor),this._lines.bind(r,n,a,this);for(M=0;M<3;++M){var C=[0,0,0];f[M]>0?C[M]=i[1][M]:C[M]=i[0][M];for(var L=0;L<2;++L){var P=(M+1+L)%3,I=(M+1+(1^L))%3;this.gridEnable[P]&&this._lines.drawGrid(P,I,this.bounds,C,this.gridColor[P],this.gridWidth[P]*this.pixelRatio)}for(L=0;L<2;++L){P=(M+1+L)%3,I=(M+1+(1^L))%3;this.zeroEnable[I]&&Math.min(i[0][I],i[1][I])<=0&&Math.max(i[0][I],i[1][I])>=0&&this._lines.drawZero(P,I,this.bounds,C,this.zeroLineColor[I],this.zeroLineWidth[I]*this.pixelRatio)}}for(M=0;M<3;++M){this.lineEnable[M]&&this._lines.drawAxisLine(M,this.bounds,A[M].primalOffset,this.lineColor[M],this.lineWidth[M]*this.pixelRatio),this.lineMirror[M]&&this._lines.drawAxisLine(M,this.bounds,A[M].mirrorOffset,this.lineColor[M],this.lineWidth[M]*this.pixelRatio);var z=c(v,A[M].primalMinor),O=c(y,A[M].mirrorMinor),D=this.lineTickLength;for(L=0;L<3;++L){var R=k/r[5*L];z[L]*=D[L]*R,O[L]*=D[L]*R}this.lineTickEnable[M]&&this._lines.drawAxisTicks(M,A[M].primalOffset,z,this.lineTickColor[M],this.lineTickWidth[M]*this.pixelRatio),this.lineTickMirror[M]&&this._lines.drawAxisTicks(M,A[M].mirrorOffset,O,this.lineTickColor[M],this.lineTickWidth[M]*this.pixelRatio)}this._lines.unbind(),this._text.bind(r,n,a,this.pixelRatio);var F,B;function N(t){(B=[0,0,0])[t]=1}function j(t,e,r){var n=(t+1)%3,a=(t+2)%3,i=e[n],o=e[a],s=r[n],l=r[a];i>0&&l>0||i>0&&l<0||i<0&&l>0||i<0&&l<0?N(n):(o>0&&s>0||o>0&&s<0||o<0&&s>0||o<0&&s<0)&&N(a)}for(M=0;M<3;++M){var U=A[M].primalMinor,V=A[M].mirrorMinor,q=c(x,A[M].primalOffset);for(L=0;L<3;++L)this.lineTickEnable[M]&&(q[L]+=k*U[L]*Math.max(this.lineTickLength[L],0)/r[5*L]);var H=[0,0,0];if(H[M]=1,this.tickEnable[M]){-3600===this.tickAngle[M]?(this.tickAngle[M]=0,this.tickAlign[M]=\"auto\"):this.tickAlign[M]=-1,F=1,\"auto\"===(S=[this.tickAlign[M],.5,F])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]),B=[0,0,0],j(M,U,V);for(L=0;L<3;++L)q[L]+=k*U[L]*this.tickPad[L]/r[5*L];this._text.drawTicks(M,this.tickSize[M],this.tickAngle[M],q,this.tickColor[M],H,B,S)}if(this.labelEnable[M]){F=0,B=[0,0,0],this.labels[M].length>4&&(N(M),F=1),\"auto\"===(S=[this.labelAlign[M],.5,F])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]);for(L=0;L<3;++L)q[L]+=k*U[L]*this.labelPad[L]/r[5*L];q[M]+=.5*(i[0][M]+i[1][M]),this._text.drawLabel(M,this.labelSize[M],this.labelAngle[M],q,this.labelColor[M],[0,0,0],B,S)}}this._text.unbind()},h.dispose=function(){this._text.dispose(),this._lines.dispose(),this._background.dispose(),this._lines=null,this._text=null,this._background=null,this.gl=null}},{\"./lib/background.js\":247,\"./lib/cube.js\":248,\"./lib/lines.js\":249,\"./lib/text.js\":251,\"./lib/ticks.js\":252}],247:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=[],r=[],s=0,l=0;l<3;++l)for(var c=(l+1)%3,u=(l+2)%3,h=[0,0,0],f=[0,0,0],p=-1;p<=1;p+=2){r.push(s,s+2,s+1,s+1,s+2,s+3),h[l]=p,f[l]=p;for(var d=-1;d<=1;d+=2){h[c]=d;for(var g=-1;g<=1;g+=2)h[u]=g,e.push(h[0],h[1],h[2],f[0],f[1],f[2]),s+=1}var m=c;c=u,u=m}var v=n(t,new Float32Array(e)),y=n(t,new Uint16Array(r),t.ELEMENT_ARRAY_BUFFER),x=a(t,[{buffer:v,type:t.FLOAT,size:3,offset:0,stride:24},{buffer:v,type:t.FLOAT,size:3,offset:12,stride:24}],y),b=i(t);return b.attributes.position.location=0,b.attributes.normal.location=1,new o(t,v,x,b)};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"./shaders\").bg;function o(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n}var s=o.prototype;s.draw=function(t,e,r,n,a,i){for(var o=!1,s=0;s<3;++s)o=o||a[s];if(o){var l=this.gl;l.enable(l.POLYGON_OFFSET_FILL),l.polygonOffset(1,2),this.shader.bind(),this.shader.uniforms={model:t,view:e,projection:r,bounds:n,enable:a,colors:i},this.vao.bind(),this.vao.draw(this.gl.TRIANGLES,36),this.vao.unbind(),l.disable(l.POLYGON_OFFSET_FILL)}},s.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders\":250,\"gl-buffer\":254,\"gl-vao\":331}],248:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,i,p){a(s,e,t),a(s,r,s);for(var y=0,x=0;x<2;++x){u[2]=i[x][2];for(var b=0;b<2;++b){u[1]=i[b][1];for(var _=0;_<2;++_)u[0]=i[_][0],f(l[y],u,s),y+=1}}var w=-1;for(x=0;x<8;++x){for(var T=l[x][3],k=0;k<3;++k)c[x][k]=l[x][k]/T;p&&(c[x][2]*=-1),T<0&&(w<0||c[x][2]<c[w][2])&&(w=x)}if(w<0){w=0;for(var M=0;M<3;++M){for(var A=(M+2)%3,S=(M+1)%3,E=-1,C=-1,L=0;L<2;++L){var P=(z=L<<M)+(L<<A)+(1-L<<S),I=z+(1-L<<A)+(L<<S);o(c[z],c[P],c[I],h)<0||(L?E=1:C=1)}if(E<0||C<0)C>E&&(w|=1<<M);else{for(L=0;L<2;++L){P=(z=L<<M)+(L<<A)+(1-L<<S),I=z+(1-L<<A)+(L<<S);var z,O=d([l[z],l[P],l[I],l[z+(1<<A)+(1<<S)]]);L?E=O:C=O}C>E&&(w|=1<<M)}}}var D=7^w,R=-1;for(x=0;x<8;++x)x!==w&&x!==D&&(R<0||c[R][1]>c[x][1])&&(R=x);var F=-1;for(x=0;x<3;++x){if((N=R^1<<x)!==w&&N!==D)F<0&&(F=N),(S=c[N])[0]<c[F][0]&&(F=N)}var B=-1;for(x=0;x<3;++x){var N;if((N=R^1<<x)!==w&&N!==D&&N!==F)B<0&&(B=N),(S=c[N])[0]>c[B][0]&&(B=N)}var j=g;j[0]=j[1]=j[2]=0,j[n.log2(F^R)]=R&F,j[n.log2(R^B)]=R&B;var U=7^B;U===w||U===D?(U=7^F,j[n.log2(B^U)]=U&B):j[n.log2(F^U)]=U&F;var V=m,q=w;for(M=0;M<3;++M)V[M]=q&1<<M?-1:1;return v};var n=t(\"bit-twiddle\"),a=t(\"gl-mat4/multiply\"),i=t(\"split-polygon\"),o=t(\"robust-orientation\"),s=new Array(16),l=new Array(8),c=new Array(8),u=new Array(3),h=[0,0,0];function f(t,e,r){for(var n=0;n<4;++n){t[n]=r[12+n];for(var a=0;a<3;++a)t[n]+=e[a]*r[4*a+n]}}!function(){for(var t=0;t<8;++t)l[t]=[1,1,1,1],c[t]=[1,1,1]}();var p=[[0,0,1,0,0],[0,0,-1,1,0],[0,-1,0,1,0],[0,1,0,1,0],[-1,0,0,1,0],[1,0,0,1,0]];function d(t){for(var e=0;e<p.length;++e)if((t=i.positive(t,p[e])).length<3)return 0;var r=t[0],n=r[0]/r[3],a=r[1]/r[3],o=0;for(e=1;e+1<t.length;++e){var s=t[e],l=t[e+1],c=s[0]/s[3]-n,u=s[1]/s[3]-a,h=l[0]/l[3]-n,f=l[1]/l[3]-a;o+=Math.abs(c*f-u*h)}return o}var g=[1,1,1],m=[0,0,0],v={cubeEdges:g,axis:m}},{\"bit-twiddle\":95,\"gl-mat4/multiply\":278,\"robust-orientation\":507,\"split-polygon\":525}],249:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){var o=[],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[0,0,0];o.push(0,0,1,0,1,1,0,0,-1,0,0,-1,0,1,1,0,1,-1);for(var h=0;h<3;++h){for(var f=o.length/3|0,d=0;d<r[h].length;++d){var g=+r[h][d].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}var m=o.length/3|0;s[h]=f,l[h]=m-f;f=o.length/3|0;for(var v=0;v<r[h].length;++v){g=+r[h][v].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}m=o.length/3|0;c[h]=f,u[h]=m-f}var y=n(t,new Float32Array(o)),x=a(t,[{buffer:y,type:t.FLOAT,size:3,stride:0,offset:0}]),b=i(t);return b.attributes.position.location=0,new p(t,y,x,b,l,s,u,c)};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"./shaders\").line,o=[0,0,0],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[1,1];function h(t){return t[0]=t[1]=t[2]=0,t}function f(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function p(t,e,r,n,a,i,o,s){this.gl=t,this.vertBuffer=e,this.vao=r,this.shader=n,this.tickCount=a,this.tickOffset=i,this.gridCount=o,this.gridOffset=s}var d=p.prototype;d.bind=function(t,e,r){this.shader.bind(),this.shader.uniforms.model=t,this.shader.uniforms.view=e,this.shader.uniforms.projection=r,u[0]=this.gl.drawingBufferWidth,u[1]=this.gl.drawingBufferHeight,this.shader.uniforms.screenShape=u,this.vao.bind()},d.unbind=function(){this.vao.unbind()},d.drawAxisLine=function(t,e,r,n,a){var i=h(s);this.shader.uniforms.majorAxis=s,i[t]=e[1][t]-e[0][t],this.shader.uniforms.minorAxis=i;var 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p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nfloat computeViewAngle(vec3 a, vec3 b) {\\n  vec3 A = project(a);\\n  vec3 B = project(b);\\n\\n  return atan(\\n    (B.y - A.y) * resolution.y,\\n    (B.x - A.x) * resolution.x\\n  );\\n}\\n\\nconst float PI = 3.141592;\\nconst float TWO_PI = 2.0 * PI;\\nconst float HALF_PI = 0.5 * PI;\\nconst float ONE_AND_HALF_PI = 1.5 * PI;\\n\\nint option = int(floor(alignOpt.x + 0.001));\\nfloat hv_ratio =       alignOpt.y;\\nbool enableAlign =    (alignOpt.z != 0.0);\\n\\nfloat mod_angle(float a) {\\n  return mod(a, PI);\\n}\\n\\nfloat positive_angle(float a) {\\n  return mod_angle((a < 0.0) ?\\n    a + TWO_PI :\\n    a\\n  );\\n}\\n\\nfloat look_upwards(float a) {\\n  float b = positive_angle(a);\\n  return ((b > HALF_PI) && (b <= ONE_AND_HALF_PI)) ?\\n    b - PI :\\n    b;\\n}\\n\\nfloat look_horizontal_or_vertical(float a, float ratio) {\\n  // ratio controls the ratio between being horizontal to (vertical + horizontal)\\n  // if ratio is set to 0.5 then it is 50%, 50%.\\n  // when using a higher ratio e.g. 0.75 the result would\\n  // likely be more horizontal than vertical.\\n\\n  float b = positive_angle(a);\\n\\n  return\\n    (b < (      ratio) * HALF_PI) ? 0.0 :\\n    (b < (2.0 - ratio) * HALF_PI) ? -HALF_PI :\\n    (b < (2.0 + ratio) * HALF_PI) ? 0.0 :\\n    (b < (4.0 - ratio) * HALF_PI) ? HALF_PI :\\n                                    0.0;\\n}\\n\\nfloat roundTo(float a, float b) {\\n  return float(b * floor((a + 0.5 * b) / b));\\n}\\n\\nfloat look_round_n_directions(float a, int n) {\\n  float b = positive_angle(a);\\n  float div = TWO_PI / float(n);\\n  float c = roundTo(b, div);\\n  return look_upwards(c);\\n}\\n\\nfloat applyAlignOption(float rawAngle, float delta) {\\n  return\\n    (option >  2) ? look_round_n_directions(rawAngle + delta, option) :       // option 3-n: round to n directions\\n    (option == 2) ? look_horizontal_or_vertical(rawAngle + delta, hv_ratio) : // horizontal or vertical\\n    (option == 1) ? rawAngle + delta :       // use free angle, and flip to align with one direction of the axis\\n    (option == 0) ? look_upwards(rawAngle) : // use free angle, and stay upwards\\n    (option ==-1) ? 0.0 :                    // useful for backward compatibility, all texts remains horizontal\\n                    rawAngle;                // otherwise return back raw input angle\\n}\\n\\nbool isAxisTitle = (axis.x == 0.0) &&\\n                   (axis.y == 0.0) &&\\n                   (axis.z == 0.0);\\n\\nvoid main() {\\n  //Compute world offset\\n  float axisDistance = position.z;\\n  vec3 dataPosition = axisDistance * axis + offset;\\n\\n  float beta = angle; // i.e. user defined attributes for each tick\\n\\n  float axisAngle;\\n  float clipAngle;\\n  float flip;\\n\\n  if (enableAlign) {\\n    axisAngle = (isAxisTitle) ? HALF_PI :\\n                      computeViewAngle(dataPosition, dataPosition + axis);\\n    clipAngle = computeViewAngle(dataPosition, dataPosition + alignDir);\\n\\n    axisAngle += (sin(axisAngle) < 0.0) ? PI : 0.0;\\n    clipAngle += (sin(clipAngle) < 0.0) ? PI : 0.0;\\n\\n    flip = (dot(vec2(cos(axisAngle), sin(axisAngle)),\\n                vec2(sin(clipAngle),-cos(clipAngle))) > 0.0) ? 1.0 : 0.0;\\n\\n    beta += applyAlignOption(clipAngle, flip * PI);\\n  }\\n\\n  //Compute plane offset\\n  vec2 planeCoord = position.xy * pixelScale;\\n\\n  mat2 planeXform = scale * mat2(\\n     cos(beta), sin(beta),\\n    -sin(beta), cos(beta)\\n  );\\n\\n  vec2 viewOffset = 2.0 * planeXform * planeCoord / resolution;\\n\\n  //Compute clip position\\n  vec3 clipPosition = project(dataPosition);\\n\\n  //Apply text offset in clip coordinates\\n  clipPosition += vec3(viewOffset, 0.0);\\n\\n  //Done\\n  gl_Position = vec4(clipPosition, 1.0);\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);r.text=function(t){return a(t,s,l,null,[{name:\"position\",type:\"vec3\"}])};var c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec3 normal;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 enable;\\nuniform vec3 bounds[2];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n\\n  vec3 signAxis = sign(bounds[1] - bounds[0]);\\n\\n  vec3 realNormal = signAxis * normal;\\n\\n  if(dot(realNormal, enable) > 0.0) {\\n    vec3 minRange = min(bounds[0], bounds[1]);\\n    vec3 maxRange = max(bounds[0], bounds[1]);\\n    vec3 nPosition = mix(minRange, maxRange, 0.5 * (position + 1.0));\\n    gl_Position = projection * view * model * vec4(nPosition, 1.0);\\n  } else {\\n    gl_Position = vec4(0,0,0,0);\\n  }\\n\\n  colorChannel = abs(realNormal);\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 colors[3];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n  gl_FragColor = colorChannel.x * colors[0] +\\n                 colorChannel.y * colors[1] +\\n                 colorChannel.z * colors[2];\\n}\"]);r.bg=function(t){return a(t,c,u,null,[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}])}},{\"gl-shader\":311,glslify:412}],251:[function(t,e,r){(function(r){\"use strict\";e.exports=function(t,e,r,i,s,l){var u=n(t),h=a(t,[{buffer:u,size:3}]),f=o(t);f.attributes.position.location=0;var p=new c(t,f,u,h);return p.update(e,r,i,s,l),p};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"vectorize-text\"),o=t(\"./shaders\").text,s=window||r.global||{},l=s.__TEXT_CACHE||{};s.__TEXT_CACHE={};function c(t,e,r,n){this.gl=t,this.shader=e,this.buffer=r,this.vao=n,this.tickOffset=this.tickCount=this.labelOffset=this.labelCount=null}var u=c.prototype,h=[0,0];u.bind=function(t,e,r,n){this.vao.bind(),this.shader.bind();var a=this.shader.uniforms;a.model=t,a.view=e,a.projection=r,a.pixelScale=n,h[0]=this.gl.drawingBufferWidth,h[1]=this.gl.drawingBufferHeight,this.shader.uniforms.resolution=h},u.unbind=function(){this.vao.unbind()},u.update=function(t,e,r,n,a){var o=[];function s(t,e,r,n,a,s){var c=l[r];c||(c=l[r]={});var u=c[e];u||(u=c[e]=function(t,e){try{return i(t,e)}catch(e){return console.warn('error vectorizing text:\"'+t+'\" error:',e),{cells:[],positions:[]}}}(e,{triangles:!0,font:r,textAlign:\"center\",textBaseline:\"middle\",lineSpacing:a,styletags:s}));for(var h=(n||12)/12,f=u.positions,p=u.cells,d=0,g=p.length;d<g;++d)for(var m=p[d],v=2;v>=0;--v){var y=f[m[v]];o.push(h*y[0],-h*y[1],t)}}for(var c=[0,0,0],u=[0,0,0],h=[0,0,0],f=[0,0,0],p={breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},d=0;d<3;++d){h[d]=o.length/3|0,s(.5*(t[0][d]+t[1][d]),e[d],r[d],12,1.25,p),f[d]=(o.length/3|0)-h[d],c[d]=o.length/3|0;for(var g=0;g<n[d].length;++g)n[d][g].text&&s(n[d][g].x,n[d][g].text,n[d][g].font||a,n[d][g].fontSize||12,1.25,p);u[d]=(o.length/3|0)-c[d]}this.buffer.update(o),this.tickOffset=c,this.tickCount=u,this.labelOffset=h,this.labelCount=f},u.drawTicks=function(t,e,r,n,a,i,o,s){this.tickCount[t]&&(this.shader.uniforms.axis=i,this.shader.uniforms.color=a,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t]))},u.drawLabel=function(t,e,r,n,a,i,o,s){this.labelCount[t]&&(this.shader.uniforms.axis=i,this.shader.uniforms.color=a,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.labelCount[t],this.labelOffset[t]))},u.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()}}).call(this,t(\"_process\"))},{\"./shaders\":250,_process:487,\"gl-buffer\":254,\"gl-vao\":331,\"vectorize-text\":559}],252:[function(t,e,r){\"use 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f=e.model||c,p=e.view||c,v=e.projection||c,y=e._ortho||!1,x=t.bounds,b=(h=h||i(f,p,v,x,y)).axis;o(u,p,f),o(u,v,u);for(var _=g,w=0;w<3;++w)_[w].lo=1/0,_[w].hi=-1/0,_[w].pixelsPerDataUnit=1/0;var T=n(s(u,u));s(u,u);for(var k=0;k<3;++k){var M=(k+1)%3,A=(k+2)%3,S=m;t:for(w=0;w<2;++w){var E=[];if(b[k]<0!=!!w){S[k]=x[w][k];for(var C=0;C<2;++C){S[M]=x[C^w][M];for(var L=0;L<2;++L)S[A]=x[L^C^w][A],E.push(S.slice())}var P=y?5:4;for(C=P;C===P;++C){if(0===E.length)continue t;E=a.positive(E,T[C])}for(C=0;C<E.length;++C){A=E[C];var I=d(m,u,A,r,l);for(L=0;L<3;++L)_[L].lo=Math.min(_[L].lo,A[L]),_[L].hi=Math.max(_[L].hi,A[L]),L!==k&&(_[L].pixelsPerDataUnit=Math.min(_[L].pixelsPerDataUnit,Math.abs(I[L])))}}}}return _};var n=t(\"extract-frustum-planes\"),a=t(\"split-polygon\"),i=t(\"./lib/cube.js\"),o=t(\"gl-mat4/multiply\"),s=t(\"gl-mat4/transpose\"),l=t(\"gl-vec4/transformMat4\"),c=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),u=new Float32Array(16);function 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Error(\"gl-buffer: If resizing buffer, must not specify offset\");return t.bufferSubData(e,i,a),r}function u(t,e){for(var r=n.malloc(t.length,e),a=t.length,i=0;i<a;++i)r[i]=t[i];return r}l.bind=function(){this.gl.bindBuffer(this.type,this.handle)},l.unbind=function(){this.gl.bindBuffer(this.type,null)},l.dispose=function(){this.gl.deleteBuffer(this.handle)},l.update=function(t,e){if(\"number\"!=typeof e&&(e=-1),this.bind(),\"object\"==typeof t&&\"undefined\"!=typeof t.shape){var r=t.dtype;if(o.indexOf(r)<0&&(r=\"float32\"),this.type===this.gl.ELEMENT_ARRAY_BUFFER)r=gl.getExtension(\"OES_element_index_uint\")&&\"uint16\"!==r?\"uint32\":\"uint16\";if(r===t.dtype&&function(t,e){for(var r=1,n=e.length-1;n>=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}(t.shape,t.stride))0===t.offset&&t.data.length===t.shape[0]?this.length=c(this.gl,this.type,this.length,this.usage,t.data,e):this.length=c(this.gl,this.type,this.length,this.usage,t.data.subarray(t.offset,t.shape[0]),e);else{var s=n.malloc(t.size,r),l=i(s,t.shape);a.assign(l,t),this.length=c(this.gl,this.type,this.length,this.usage,e<0?s:s.subarray(0,t.size),e),n.free(s)}}else if(Array.isArray(t)){var h;h=this.type===this.gl.ELEMENT_ARRAY_BUFFER?u(t,\"uint16\"):u(t,\"float32\"),this.length=c(this.gl,this.type,this.length,this.usage,e<0?h:h.subarray(0,t.length),e),n.free(h)}else if(\"object\"==typeof t&&\"number\"==typeof t.length)this.length=c(this.gl,this.type,this.length,this.usage,t,e);else{if(\"number\"!=typeof t&&void 0!==t)throw new Error(\"gl-buffer: Invalid data type\");if(e>=0)throw new Error(\"gl-buffer: Cannot specify offset when resizing buffer\");(t|=0)<=0&&(t=1),this.gl.bufferData(this.type,0|t,this.usage),this.length=t}},e.exports=function(t,e,r,n){if(r=r||t.ARRAY_BUFFER,n=n||t.DYNAMIC_DRAW,r!==t.ARRAY_BUFFER&&r!==t.ELEMENT_ARRAY_BUFFER)throw new Error(\"gl-buffer: Invalid type for webgl buffer, must be either gl.ARRAY_BUFFER or gl.ELEMENT_ARRAY_BUFFER\");if(n!==t.DYNAMIC_DRAW&&n!==t.STATIC_DRAW&&n!==t.STREAM_DRAW)throw new Error(\"gl-buffer: Invalid usage for buffer, must be either gl.DYNAMIC_DRAW, gl.STATIC_DRAW or gl.STREAM_DRAW\");var a=t.createBuffer(),i=new s(t,r,a,0,n);return i.update(e),i}},{ndarray:455,\"ndarray-ops\":449,\"typedarray-pool\":554}],255:[function(t,e,r){\"use strict\";var n=t(\"gl-vec3\");e.exports=function(t,e){var r=t.positions,a=t.vectors,i={positions:[],vertexIntensity:[],vertexIntensityBounds:t.vertexIntensityBounds,vectors:[],cells:[],coneOffset:t.coneOffset,colormap:t.colormap};if(0===t.positions.length)return e&&(e[0]=[0,0,0],e[1]=[0,0,0]),i;for(var o=0,s=1/0,l=-1/0,c=1/0,u=-1/0,h=1/0,f=-1/0,p=null,d=null,g=[],m=1/0,v=!1,y=0;y<r.length;y++){var x=r[y];s=Math.min(x[0],s),l=Math.max(x[0],l),c=Math.min(x[1],c),u=Math.max(x[1],u),h=Math.min(x[2],h),f=Math.max(x[2],f);var b=a[y];if(n.length(b)>o&&(o=n.length(b)),y){var _=2*n.distance(p,x)/(n.length(d)+n.length(b));_?(m=Math.min(m,_),v=!1):v=!0}v||(p=x,d=b),g.push(b)}var w=[s,c,h],T=[l,u,f];e&&(e[0]=w,e[1]=T),0===o&&(o=1);var k=1/o;isFinite(m)||(m=1),i.vectorScale=m;var M=t.coneSize||.5;t.absoluteConeSize&&(M=t.absoluteConeSize*k),i.coneScale=M;y=0;for(var A=0;y<r.length;y++)for(var S=(x=r[y])[0],E=x[1],C=x[2],L=g[y],P=n.length(L)*k,I=0;I<8;I++){i.positions.push([S,E,C,A++]),i.positions.push([S,E,C,A++]),i.positions.push([S,E,C,A++]),i.positions.push([S,E,C,A++]),i.positions.push([S,E,C,A++]),i.positions.push([S,E,C,A++]),i.vectors.push(L),i.vectors.push(L),i.vectors.push(L),i.vectors.push(L),i.vectors.push(L),i.vectors.push(L),i.vertexIntensity.push(P,P,P),i.vertexIntensity.push(P,P,P);var z=i.positions.length;i.cells.push([z-6,z-5,z-4],[z-3,z-2,z-1])}return i};var a=t(\"./lib/shaders\");e.exports.createMesh=t(\"./create_mesh\"),e.exports.createConeMesh=function(t,r){return e.exports.createMesh(t,r,{shaders:a,traceType:\"cone\"})}},{\"./create_mesh\":256,\"./lib/shaders\":257,\"gl-vec3\":350}],256:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),a=t(\"gl-buffer\"),i=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"gl-mat4/multiply\"),l=t(\"gl-mat4/invert\"),c=t(\"ndarray\"),u=t(\"colormap\"),h=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function f(t,e,r,n,a,i,o,s,l,c,u){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.pickShader=n,this.trianglePositions=a,this.triangleVectors=i,this.triangleColors=s,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=c,this.triangleCount=0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.traceType=u,this.tubeScale=1,this.coneScale=2,this.vectorScale=1,this.coneOffset=.25,this._model=h,this._view=h,this._projection=h,this._resolution=[1,1]}var p=f.prototype;function d(t,e){var r=n(t,e.meshShader.vertex,e.meshShader.fragment,null,e.meshShader.attributes);return r.attributes.position.location=0,r.attributes.color.location=2,r.attributes.uv.location=3,r.attributes.vector.location=4,r}function g(t,e){var r=n(t,e.pickShader.vertex,e.pickShader.fragment,null,e.pickShader.attributes);return r.attributes.position.location=0,r.attributes.id.location=1,r.attributes.vector.location=4,r}p.isOpaque=function(){return this.opacity>=1},p.isTransparent=function(){return this.opacity<1},p.pickSlots=1,p.setPickBase=function(t){this.pickId=t},p.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),\"opacity\"in t&&(this.opacity=t.opacity),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),void 0!==t.tubeScale&&(this.tubeScale=t.tubeScale),void 0!==t.vectorScale&&(this.vectorScale=t.vectorScale),void 0!==t.coneScale&&(this.coneScale=t.coneScale),void 0!==t.coneOffset&&(this.coneOffset=t.coneOffset),t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t){for(var e=u({colormap:t,nshades:256,format:\"rgba\"}),r=new Uint8Array(1024),n=0;n<256;++n){for(var a=e[n],i=0;i<3;++i)r[4*n+i]=a[i];r[4*n+3]=255*a[3]}return c(r,[256,256,4],[4,0,1])}(t.colormap)),this.texture.generateMipmap());var r=t.cells,n=t.positions,a=t.vectors;if(n&&r&&a){var i=[],o=[],s=[],l=[],h=[];this.cells=r,this.positions=n,this.vectors=a;var f=t.meshColor||[1,1,1,1],p=t.vertexIntensity,d=1/0,g=-1/0;if(p)if(t.vertexIntensityBounds)d=+t.vertexIntensityBounds[0],g=+t.vertexIntensityBounds[1];else for(var m=0;m<p.length;++m){var v=p[m];d=Math.min(d,v),g=Math.max(g,v)}else for(m=0;m<n.length;++m){v=n[m][2];d=Math.min(d,v),g=Math.max(g,v)}this.intensity=p||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(m=0;m<n.length;++m)for(var y=n[m],x=0;x<3;++x)!isNaN(y[x])&&isFinite(y[x])&&(this.bounds[0][x]=Math.min(this.bounds[0][x],y[x]),this.bounds[1][x]=Math.max(this.bounds[1][x],y[x]));var b=0;t:for(m=0;m<r.length;++m){var _=r[m];switch(_.length){case 3:for(x=0;x<3;++x){y=n[T=_[x]];for(var w=0;w<3;++w)if(isNaN(y[w])||!isFinite(y[w]))continue t}for(x=0;x<3;++x){var T;y=n[T=_[2-x]];i.push(y[0],y[1],y[2],y[3]);var k=a[T];o.push(k[0],k[1],k[2],k[3]||0);var M,A=f;3===A.length?s.push(A[0],A[1],A[2],1):s.push(A[0],A[1],A[2],A[3]),M=p?[(p[T]-d)/(g-d),0]:[(y[2]-d)/(g-d),0],l.push(M[0],M[1]),h.push(m)}b+=1}}this.triangleCount=b,this.trianglePositions.update(i),this.triangleVectors.update(o),this.triangleColors.update(s),this.triangleUVs.update(l),this.triangleIds.update(new Uint32Array(h))}},p.drawTransparent=p.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||h,n=t.view||h,a=t.projection||h,i=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)i[0][o]=Math.max(i[0][o],this.clipBounds[0][o]),i[1][o]=Math.min(i[1][o],this.clipBounds[1][o]);var c={model:r,view:n,projection:a,inverseModel:h.slice(),clipBounds:i,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],opacity:this.opacity,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,texture:0};c.inverseModel=l(c.inverseModel,c.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);s(u,c.view,c.model),s(u,c.projection,u),l(u,u);for(o=0;o<3;++o)c.eyePosition[o]=u[12+o]/u[15];var f=u[15];for(o=0;o<3;++o)f+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];c.lightPosition[o]=p/f}if(this.triangleCount>0){var g=this.triShader;g.bind(),g.uniforms=c,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},p.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||h,n=t.view||h,a=t.projection||h,i=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)i[0][o]=Math.max(i[0][o],this.clipBounds[0][o]),i[1][o]=Math.min(i[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(a),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s={model:r,view:n,projection:a,clipBounds:i,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind())},p.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions[r[1]].slice(0,3),a={position:n,dataCoordinate:n,index:Math.floor(r[1]/48)};return\"cone\"===this.traceType?a.index=Math.floor(r[1]/48):\"streamtube\"===this.traceType&&(a.intensity=this.intensity[r[1]],a.velocity=this.vectors[r[1]].slice(0,3),a.divergence=this.vectors[r[1]][3],a.index=e),a},p.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.pickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleVectors.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleIds.dispose()},e.exports=function(t,e,r){var n=r.shaders;1===arguments.length&&(t=(e=t).gl);var s=d(t,n),l=g(t,n),u=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));u.generateMipmap(),u.minFilter=t.LINEAR_MIPMAP_LINEAR,u.magFilter=t.LINEAR;var h=a(t),p=a(t),m=a(t),v=a(t),y=a(t),x=i(t,[{buffer:h,type:t.FLOAT,size:4},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:m,type:t.FLOAT,size:4},{buffer:v,type:t.FLOAT,size:2},{buffer:p,type:t.FLOAT,size:4}]),b=new f(t,u,s,l,h,p,y,m,v,x,r.traceType||\"cone\");return b.update(e),b}},{colormap:128,\"gl-buffer\":254,\"gl-mat4/invert\":276,\"gl-mat4/multiply\":278,\"gl-shader\":311,\"gl-texture2d\":326,\"gl-vao\":331,ndarray:455}],257:[function(t,e,r){var n=t(\"glslify\"),a=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec3 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, coneScale, coneOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * conePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(conePosition, 1.0);\\n  vec4 t_position  = view * conePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = conePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),i=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float vectorScale, coneScale, coneOffset;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector.xyz), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n  gl_Position = projection * view * conePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);r.meshShader={vertex:a,fragment:i,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec3\"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec3\"}]}},{glslify:412}],258:[function(t,e,r){e.exports={0:\"NONE\",1:\"ONE\",2:\"LINE_LOOP\",3:\"LINE_STRIP\",4:\"TRIANGLES\",5:\"TRIANGLE_STRIP\",6:\"TRIANGLE_FAN\",256:\"DEPTH_BUFFER_BIT\",512:\"NEVER\",513:\"LESS\",514:\"EQUAL\",515:\"LEQUAL\",516:\"GREATER\",517:\"NOTEQUAL\",518:\"GEQUAL\",519:\"ALWAYS\",768:\"SRC_COLOR\",769:\"ONE_MINUS_SRC_COLOR\",770:\"SRC_ALPHA\",771:\"ONE_MINUS_SRC_ALPHA\",772:\"DST_ALPHA\",773:\"ONE_MINUS_DST_ALPHA\",774:\"DST_COLOR\",775:\"ONE_MINUS_DST_COLOR\",776:\"SRC_ALPHA_SATURATE\",1024:\"STENCIL_BUFFER_BIT\",1028:\"FRONT\",1029:\"BACK\",1032:\"FRONT_AND_BACK\",1280:\"INVALID_ENUM\",1281:\"INVALID_VALUE\",1282:\"INVALID_OPERATION\",1285:\"OUT_OF_MEMORY\",1286:\"INVALID_FRAMEBUFFER_OPERATION\",2304:\"CW\",2305:\"CCW\",2849:\"LINE_WIDTH\",2884:\"CULL_FACE\",2885:\"CULL_FACE_MODE\",2886:\"FRONT_FACE\",2928:\"DEPTH_RANGE\",2929:\"DEPTH_TEST\",2930:\"DEPTH_WRITEMASK\",2931:\"DEPTH_CLEAR_VALUE\",2932:\"DEPTH_FUNC\",2960:\"STENCIL_TEST\",2961:\"STENCIL_CLEAR_VALUE\",2962:\"STENCIL_FUNC\",2963:\"STENCIL_VALUE_MASK\",2964:\"STENCIL_FAIL\",2965:\"STENCIL_PASS_DEPTH_FAIL\",2966:\"STENCIL_PASS_DEPTH_PASS\",2967:\"STENCIL_REF\",2968:\"STENCIL_WRITEMASK\",2978:\"VIEWPORT\",3024:\"DITHER\",3042:\"BLEND\",3088:\"SCISSOR_BOX\",3089:\"SCISSOR_TEST\",3106:\"COLOR_CLEAR_VALUE\",3107:\"COLOR_WRITEMASK\",3317:\"UNPACK_ALIGNMENT\",3333:\"PACK_ALIGNMENT\",3379:\"MAX_TEXTURE_SIZE\",3386:\"MAX_VIEWPORT_DIMS\",3408:\"SUBPIXEL_BITS\",3410:\"RED_BITS\",3411:\"GREEN_BITS\",3412:\"BLUE_BITS\",3413:\"ALPHA_BITS\",3414:\"DEPTH_BITS\",3415:\"STENCIL_BITS\",3553:\"TEXTURE_2D\",4352:\"DONT_CARE\",4353:\"FASTEST\",4354:\"NICEST\",5120:\"BYTE\",5121:\"UNSIGNED_BYTE\",5122:\"SHORT\",5123:\"UNSIGNED_SHORT\",5124:\"INT\",5125:\"UNSIGNED_INT\",5126:\"FLOAT\",5386:\"INVERT\",5890:\"TEXTURE\",6401:\"STENCIL_INDEX\",6402:\"DEPTH_COMPONENT\",6406:\"ALPHA\",6407:\"RGB\",6408:\"RGBA\",6409:\"LUMINANCE\",6410:\"LUMINANCE_ALPHA\",7680:\"KEEP\",7681:\"REPLACE\",7682:\"INCR\",7683:\"DECR\",7936:\"VENDOR\",7937:\"RENDERER\",7938:\"VERSION\",9728:\"NEAREST\",9729:\"LINEAR\",9984:\"NEAREST_MIPMAP_NEAREST\",9985:\"LINEAR_MIPMAP_NEAREST\",9986:\"NEAREST_MIPMAP_LINEAR\",9987:\"LINEAR_MIPMAP_LINEAR\",10240:\"TEXTURE_MAG_FILTER\",10241:\"TEXTURE_MIN_FILTER\",10242:\"TEXTURE_WRAP_S\",10243:\"TEXTURE_WRAP_T\",10497:\"REPEAT\",10752:\"POLYGON_OFFSET_UNITS\",16384:\"COLOR_BUFFER_BIT\",32769:\"CONSTANT_COLOR\",32770:\"ONE_MINUS_CONSTANT_COLOR\",32771:\"CONSTANT_ALPHA\",32772:\"ONE_MINUS_CONSTANT_ALPHA\",32773:\"BLEND_COLOR\",32774:\"FUNC_ADD\",32777:\"BLEND_EQUATION_RGB\",32778:\"FUNC_SUBTRACT\",32779:\"FUNC_REVERSE_SUBTRACT\",32819:\"UNSIGNED_SHORT_4_4_4_4\",32820:\"UNSIGNED_SHORT_5_5_5_1\",32823:\"POLYGON_OFFSET_FILL\",32824:\"POLYGON_OFFSET_FACTOR\",32854:\"RGBA4\",32855:\"RGB5_A1\",32873:\"TEXTURE_BINDING_2D\",32926:\"SAMPLE_ALPHA_TO_COVERAGE\",32928:\"SAMPLE_COVERAGE\",32936:\"SAMPLE_BUFFERS\",32937:\"SAMPLES\",32938:\"SAMPLE_COVERAGE_VALUE\",32939:\"SAMPLE_COVERAGE_INVERT\",32968:\"BLEND_DST_RGB\",32969:\"BLEND_SRC_RGB\",32970:\"BLEND_DST_ALPHA\",32971:\"BLEND_SRC_ALPHA\",33071:\"CLAMP_TO_EDGE\",33170:\"GENERATE_MIPMAP_HINT\",33189:\"DEPTH_COMPONENT16\",33306:\"DEPTH_STENCIL_ATTACHMENT\",33635:\"UNSIGNED_SHORT_5_6_5\",33648:\"MIRRORED_REPEAT\",33901:\"ALIASED_POINT_SIZE_RANGE\",33902:\"ALIASED_LINE_WIDTH_RANGE\",33984:\"TEXTURE0\",33985:\"TEXTURE1\",33986:\"TEXTURE2\",33987:\"TEXTURE3\",33988:\"TEXTURE4\",33989:\"TEXTURE5\",33990:\"TEXTURE6\",33991:\"TEXTURE7\",33992:\"TEXTURE8\",33993:\"TEXTURE9\",33994:\"TEXTURE10\",33995:\"TEXTURE11\",33996:\"TEXTURE12\",33997:\"TEXTURE13\",33998:\"TEXTURE14\",33999:\"TEXTURE15\",34e3:\"TEXTURE16\",34001:\"TEXTURE17\",34002:\"TEXTURE18\",34003:\"TEXTURE19\",34004:\"TEXTURE20\",34005:\"TEXTURE21\",34006:\"TEXTURE22\",34007:\"TEXTURE23\",34008:\"TEXTURE24\",34009:\"TEXTURE25\",34010:\"TEXTURE26\",34011:\"TEXTURE27\",34012:\"TEXTURE28\",34013:\"TEXTURE29\",34014:\"TEXTURE30\",34015:\"TEXTURE31\",34016:\"ACTIVE_TEXTURE\",34024:\"MAX_RENDERBUFFER_SIZE\",34041:\"DEPTH_STENCIL\",34055:\"INCR_WRAP\",34056:\"DECR_WRAP\",34067:\"TEXTURE_CUBE_MAP\",34068:\"TEXTURE_BINDING_CUBE_MAP\",34069:\"TEXTURE_CUBE_MAP_POSITIVE_X\",34070:\"TEXTURE_CUBE_MAP_NEGATIVE_X\",34071:\"TEXTURE_CUBE_MAP_POSITIVE_Y\",34072:\"TEXTURE_CUBE_MAP_NEGATIVE_Y\",34073:\"TEXTURE_CUBE_MAP_POSITIVE_Z\",34074:\"TEXTURE_CUBE_MAP_NEGATIVE_Z\",34076:\"MAX_CUBE_MAP_TEXTURE_SIZE\",34338:\"VERTEX_ATTRIB_ARRAY_ENABLED\",34339:\"VERTEX_ATTRIB_ARRAY_SIZE\",34340:\"VERTEX_ATTRIB_ARRAY_STRIDE\",34341:\"VERTEX_ATTRIB_ARRAY_TYPE\",34342:\"CURRENT_VERTEX_ATTRIB\",34373:\"VERTEX_ATTRIB_ARRAY_POINTER\",34466:\"NUM_COMPRESSED_TEXTURE_FORMATS\",34467:\"COMPRESSED_TEXTURE_FORMATS\",34660:\"BUFFER_SIZE\",34661:\"BUFFER_USAGE\",34816:\"STENCIL_BACK_FUNC\",34817:\"STENCIL_BACK_FAIL\",34818:\"STENCIL_BACK_PASS_DEPTH_FAIL\",34819:\"STENCIL_BACK_PASS_DEPTH_PASS\",34877:\"BLEND_EQUATION_ALPHA\",34921:\"MAX_VERTEX_ATTRIBS\",34922:\"VERTEX_ATTRIB_ARRAY_NORMALIZED\",34930:\"MAX_TEXTURE_IMAGE_UNITS\",34962:\"ARRAY_BUFFER\",34963:\"ELEMENT_ARRAY_BUFFER\",34964:\"ARRAY_BUFFER_BINDING\",34965:\"ELEMENT_ARRAY_BUFFER_BINDING\",34975:\"VERTEX_ATTRIB_ARRAY_BUFFER_BINDING\",35040:\"STREAM_DRAW\",35044:\"STATIC_DRAW\",35048:\"DYNAMIC_DRAW\",35632:\"FRAGMENT_SHADER\",35633:\"VERTEX_SHADER\",35660:\"MAX_VERTEX_TEXTURE_IMAGE_UNITS\",35661:\"MAX_COMBINED_TEXTURE_IMAGE_UNITS\",35663:\"SHADER_TYPE\",35664:\"FLOAT_VEC2\",35665:\"FLOAT_VEC3\",35666:\"FLOAT_VEC4\",35667:\"INT_VEC2\",35668:\"INT_VEC3\",35669:\"INT_VEC4\",35670:\"BOOL\",35671:\"BOOL_VEC2\",35672:\"BOOL_VEC3\",35673:\"BOOL_VEC4\",35674:\"FLOAT_MAT2\",35675:\"FLOAT_MAT3\",35676:\"FLOAT_MAT4\",35678:\"SAMPLER_2D\",35680:\"SAMPLER_CUBE\",35712:\"DELETE_STATUS\",35713:\"COMPILE_STATUS\",35714:\"LINK_STATUS\",35715:\"VALIDATE_STATUS\",35716:\"INFO_LOG_LENGTH\",35717:\"ATTACHED_SHADERS\",35718:\"ACTIVE_UNIFORMS\",35719:\"ACTIVE_UNIFORM_MAX_LENGTH\",35720:\"SHADER_SOURCE_LENGTH\",35721:\"ACTIVE_ATTRIBUTES\",35722:\"ACTIVE_ATTRIBUTE_MAX_LENGTH\",35724:\"SHADING_LANGUAGE_VERSION\",35725:\"CURRENT_PROGRAM\",36003:\"STENCIL_BACK_REF\",36004:\"STENCIL_BACK_VALUE_MASK\",36005:\"STENCIL_BACK_WRITEMASK\",36006:\"FRAMEBUFFER_BINDING\",36007:\"RENDERBUFFER_BINDING\",36048:\"FRAMEBUFFER_ATTACHMENT_OBJECT_TYPE\",36049:\"FRAMEBUFFER_ATTACHMENT_OBJECT_NAME\",36050:\"FRAMEBUFFER_ATTACHMENT_TEXTURE_LEVEL\",36051:\"FRAMEBUFFER_ATTACHMENT_TEXTURE_CUBE_MAP_FACE\",36053:\"FRAMEBUFFER_COMPLETE\",36054:\"FRAMEBUFFER_INCOMPLETE_ATTACHMENT\",36055:\"FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT\",36057:\"FRAMEBUFFER_INCOMPLETE_DIMENSIONS\",36061:\"FRAMEBUFFER_UNSUPPORTED\",36064:\"COLOR_ATTACHMENT0\",36096:\"DEPTH_ATTACHMENT\",36128:\"STENCIL_ATTACHMENT\",36160:\"FRAMEBUFFER\",36161:\"RENDERBUFFER\",36162:\"RENDERBUFFER_WIDTH\",36163:\"RENDERBUFFER_HEIGHT\",36164:\"RENDERBUFFER_INTERNAL_FORMAT\",36168:\"STENCIL_INDEX8\",36176:\"RENDERBUFFER_RED_SIZE\",36177:\"RENDERBUFFER_GREEN_SIZE\",36178:\"RENDERBUFFER_BLUE_SIZE\",36179:\"RENDERBUFFER_ALPHA_SIZE\",36180:\"RENDERBUFFER_DEPTH_SIZE\",36181:\"RENDERBUFFER_STENCIL_SIZE\",36194:\"RGB565\",36336:\"LOW_FLOAT\",36337:\"MEDIUM_FLOAT\",36338:\"HIGH_FLOAT\",36339:\"LOW_INT\",36340:\"MEDIUM_INT\",36341:\"HIGH_INT\",36346:\"SHADER_COMPILER\",36347:\"MAX_VERTEX_UNIFORM_VECTORS\",36348:\"MAX_VARYING_VECTORS\",36349:\"MAX_FRAGMENT_UNIFORM_VECTORS\",37440:\"UNPACK_FLIP_Y_WEBGL\",37441:\"UNPACK_PREMULTIPLY_ALPHA_WEBGL\",37442:\"CONTEXT_LOST_WEBGL\",37443:\"UNPACK_COLORSPACE_CONVERSION_WEBGL\",37444:\"BROWSER_DEFAULT_WEBGL\"}},{}],259:[function(t,e,r){var n=t(\"./1.0/numbers\");e.exports=function(t){return n[t]}},{\"./1.0/numbers\":258}],260:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),o=a(e,[{buffer:r,type:e.FLOAT,size:3,offset:0,stride:40},{buffer:r,type:e.FLOAT,size:4,offset:12,stride:40},{buffer:r,type:e.FLOAT,size:3,offset:28,stride:40}]),l=i(e);l.attributes.position.location=0,l.attributes.color.location=1,l.attributes.offset.location=2;var c=new s(e,r,o,l);return c.update(t),c};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"./shaders/index\"),o=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function s(t,e,r,n){this.gl=t,this.shader=n,this.buffer=e,this.vao=r,this.pixelRatio=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lineWidth=[1,1,1],this.capSize=[10,10,10],this.lineCount=[0,0,0],this.lineOffset=[0,0,0],this.opacity=1,this.hasAlpha=!1}var l=s.prototype;function c(t,e){for(var r=0;r<3;++r)t[0][r]=Math.min(t[0][r],e[r]),t[1][r]=Math.max(t[1][r],e[r])}l.isOpaque=function(){return!this.hasAlpha},l.isTransparent=function(){return this.hasAlpha},l.drawTransparent=l.draw=function(t){var e=this.gl,r=this.shader.uniforms;this.shader.bind();var n=r.view=t.view||o,a=r.projection=t.projection||o;r.model=t.model||o,r.clipBounds=this.clipBounds,r.opacity=this.opacity;var i=n[12],s=n[13],l=n[14],c=n[15],u=(t._ortho||!1?2:1)*this.pixelRatio*(a[3]*i+a[7]*s+a[11]*l+a[15]*c)/e.drawingBufferHeight;this.vao.bind();for(var h=0;h<3;++h)e.lineWidth(this.lineWidth[h]*this.pixelRatio),r.capSize=this.capSize[h]*u,this.lineCount[h]&&e.drawArrays(e.LINES,this.lineOffset[h],this.lineCount[h]);this.vao.unbind()};var u=function(){for(var t=new Array(3),e=0;e<3;++e){for(var r=[],n=1;n<=2;++n)for(var a=-1;a<=1;a+=2){var i=[0,0,0];i[(n+e)%3]=a,r.push(i)}t[e]=r}return t}();function h(t,e,r,n){for(var a=u[n],i=0;i<a.length;++i){var o=a[i];t.push(e[0],e[1],e[2],r[0],r[1],r[2],r[3],o[0],o[1],o[2])}return a.length}l.update=function(t){\"lineWidth\"in(t=t||{})&&(this.lineWidth=t.lineWidth,Array.isArray(this.lineWidth)||(this.lineWidth=[this.lineWidth,this.lineWidth,this.lineWidth])),\"capSize\"in t&&(this.capSize=t.capSize,Array.isArray(this.capSize)||(this.capSize=[this.capSize,this.capSize,this.capSize])),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var e=t.color||[[0,0,0],[0,0,0],[0,0,0]],r=t.position,n=t.error;if(Array.isArray(e[0])||(e=[e,e,e]),r&&n){var a=[],i=r.length,o=0;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.lineCount=[0,0,0];for(var s=0;s<3;++s){this.lineOffset[s]=o;t:for(var l=0;l<i;++l){for(var u=r[l],f=0;f<3;++f)if(isNaN(u[f])||!isFinite(u[f]))continue t;var p=n[l],d=e[s];if(Array.isArray(d[0])&&(d=e[l]),3===d.length?d=[d[0],d[1],d[2],1]:4===d.length&&(d=[d[0],d[1],d[2],d[3]],!this.hasAlpha&&d[3]<1&&(this.hasAlpha=!0)),!isNaN(p[0][s])&&!isNaN(p[1][s])){var g;if(p[0][s]<0)(g=u.slice())[s]+=p[0][s],a.push(u[0],u[1],u[2],d[0],d[1],d[2],d[3],0,0,0,g[0],g[1],g[2],d[0],d[1],d[2],d[3],0,0,0),c(this.bounds,g),o+=2+h(a,g,d,s);if(p[1][s]>0)(g=u.slice())[s]+=p[1][s],a.push(u[0],u[1],u[2],d[0],d[1],d[2],d[3],0,0,0,g[0],g[1],g[2],d[0],d[1],d[2],d[3],0,0,0),c(this.bounds,g),o+=2+h(a,g,d,s)}}this.lineCount[s]=o-this.lineOffset[s]}this.buffer.update(a)}},l.dispose=function(){this.shader.dispose(),this.buffer.dispose(),this.vao.dispose()}},{\"./shaders/index\":261,\"gl-buffer\":254,\"gl-vao\":331}],261:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),a=t(\"gl-shader\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, offset;\\nattribute vec4 color;\\nuniform mat4 model, view, projection;\\nuniform float capSize;\\nvarying vec4 fragColor;\\nvarying vec3 fragPosition;\\n\\nvoid main() {\\n  vec4 worldPosition  = model * vec4(position, 1.0);\\n  worldPosition       = (worldPosition / worldPosition.w) + vec4(capSize * offset, 0.0);\\n  gl_Position         = projection * view * worldPosition;\\n  fragColor           = color;\\n  fragPosition        = position;\\n}\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float opacity;\\nvarying vec3 fragPosition;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], fragPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  gl_FragColor = opacity * fragColor;\\n}\"]);e.exports=function(t){return a(t,i,o,null,[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"offset\",type:\"vec3\"}])}},{\"gl-shader\":311,glslify:412}],262:[function(t,e,r){\"use strict\";var n=t(\"gl-texture2d\");e.exports=function(t,e,r,n){a||(a=t.FRAMEBUFFER_UNSUPPORTED,i=t.FRAMEBUFFER_INCOMPLETE_ATTACHMENT,o=t.FRAMEBUFFER_INCOMPLETE_DIMENSIONS,s=t.FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT);var c=t.getExtension(\"WEBGL_draw_buffers\");!l&&c&&function(t,e){var r=t.getParameter(e.MAX_COLOR_ATTACHMENTS_WEBGL);l=new Array(r+1);for(var n=0;n<=r;++n){for(var a=new Array(r),i=0;i<n;++i)a[i]=t.COLOR_ATTACHMENT0+i;for(i=n;i<r;++i)a[i]=t.NONE;l[n]=a}}(t,c);Array.isArray(e)&&(n=r,r=0|e[1],e=0|e[0]);if(\"number\"!=typeof e)throw new Error(\"gl-fbo: Missing shape parameter\");var u=t.getParameter(t.MAX_RENDERBUFFER_SIZE);if(e<0||e>u||r<0||r>u)throw new Error(\"gl-fbo: Parameters are too large for FBO\");var h=1;if(\"color\"in(n=n||{})){if((h=Math.max(0|n.color,0))<0)throw new Error(\"gl-fbo: Must specify a nonnegative number of colors\");if(h>1){if(!c)throw new Error(\"gl-fbo: Multiple draw buffer extension not supported\");if(h>t.getParameter(c.MAX_COLOR_ATTACHMENTS_WEBGL))throw new Error(\"gl-fbo: Context does not support \"+h+\" draw buffers\")}}var f=t.UNSIGNED_BYTE,p=t.getExtension(\"OES_texture_float\");if(n.float&&h>0){if(!p)throw new Error(\"gl-fbo: Context does not support floating point textures\");f=t.FLOAT}else n.preferFloat&&h>0&&p&&(f=t.FLOAT);var g=!0;\"depth\"in n&&(g=!!n.depth);var m=!1;\"stencil\"in n&&(m=!!n.stencil);return new d(t,e,r,f,h,g,m,c)};var a,i,o,s,l=null;function c(t){return[t.getParameter(t.FRAMEBUFFER_BINDING),t.getParameter(t.RENDERBUFFER_BINDING),t.getParameter(t.TEXTURE_BINDING_2D)]}function u(t,e){t.bindFramebuffer(t.FRAMEBUFFER,e[0]),t.bindRenderbuffer(t.RENDERBUFFER,e[1]),t.bindTexture(t.TEXTURE_2D,e[2])}function h(t){switch(t){case a:throw new Error(\"gl-fbo: Framebuffer unsupported\");case i:throw new Error(\"gl-fbo: Framebuffer incomplete attachment\");case o:throw new Error(\"gl-fbo: Framebuffer incomplete dimensions\");case s:throw new Error(\"gl-fbo: Framebuffer incomplete missing attachment\");default:throw new Error(\"gl-fbo: Framebuffer failed for unspecified reason\")}}function f(t,e,r,a,i,o){if(!a)return null;var s=n(t,e,r,i,a);return s.magFilter=t.NEAREST,s.minFilter=t.NEAREST,s.mipSamples=1,s.bind(),t.framebufferTexture2D(t.FRAMEBUFFER,o,t.TEXTURE_2D,s.handle,0),s}function p(t,e,r,n,a){var i=t.createRenderbuffer();return t.bindRenderbuffer(t.RENDERBUFFER,i),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,a,t.RENDERBUFFER,i),i}function d(t,e,r,n,a,i,o,s){this.gl=t,this._shape=[0|e,0|r],this._destroyed=!1,this._ext=s,this.color=new Array(a);for(var d=0;d<a;++d)this.color[d]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=i,this._useStencil=o;var g=this,m=[0|e,0|r];Object.defineProperties(m,{0:{get:function(){return g._shape[0]},set:function(t){return g.width=t}},1:{get:function(){return g._shape[1]},set:function(t){return g.height=t}}}),this._shapeVector=m,function(t){var e=c(t.gl),r=t.gl,n=t.handle=r.createFramebuffer(),a=t._shape[0],i=t._shape[1],o=t.color.length,s=t._ext,d=t._useStencil,g=t._useDepth,m=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,n);for(var v=0;v<o;++v)t.color[v]=f(r,a,i,m,r.RGBA,r.COLOR_ATTACHMENT0+v);0===o?(t._color_rb=p(r,a,i,r.RGBA4,r.COLOR_ATTACHMENT0),s&&s.drawBuffersWEBGL(l[0])):o>1&&s.drawBuffersWEBGL(l[o]);var y=r.getExtension(\"WEBGL_depth_texture\");y?d?t.depth=f(r,a,i,y.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g&&(t.depth=f(r,a,i,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):g&&d?t._depth_rb=p(r,a,i,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g?t._depth_rb=p(r,a,i,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):d&&(t._depth_rb=p(r,a,i,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var x=r.checkFramebufferStatus(r.FRAMEBUFFER);if(x!==r.FRAMEBUFFER_COMPLETE){t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&&(t.depth.dispose(),t.depth=null),t._depth_rb&&(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null);for(v=0;v<t.color.length;++v)t.color[v].dispose(),t.color[v]=null;t._color_rb&&(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),u(r,e),h(x)}u(r,e)}(this)}var g=d.prototype;function m(t,e,r){if(t._destroyed)throw new Error(\"gl-fbo: Can't resize destroyed FBO\");if(t._shape[0]!==e||t._shape[1]!==r){var n=t.gl,a=n.getParameter(n.MAX_RENDERBUFFER_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-fbo: Can't resize FBO, invalid dimensions\");t._shape[0]=e,t._shape[1]=r;for(var i=c(n),o=0;o<t.color.length;++o)t.color[o].shape=t._shape;t._color_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._color_rb),n.renderbufferStorage(n.RENDERBUFFER,n.RGBA4,t._shape[0],t._shape[1])),t.depth&&(t.depth.shape=t._shape),t._depth_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._depth_rb),t._useDepth&&t._useStencil?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_STENCIL,t._shape[0],t._shape[1]):t._useDepth?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_COMPONENT16,t._shape[0],t._shape[1]):t._useStencil&&n.renderbufferStorage(n.RENDERBUFFER,n.STENCIL_INDEX,t._shape[0],t._shape[1])),n.bindFramebuffer(n.FRAMEBUFFER,t.handle);var s=n.checkFramebufferStatus(n.FRAMEBUFFER);s!==n.FRAMEBUFFER_COMPLETE&&(t.dispose(),u(n,i),h(s)),u(n,i)}}Object.defineProperties(g,{shape:{get:function(){return this._destroyed?[0,0]:this._shapeVector},set:function(t){if(Array.isArray(t)||(t=[0|t,0|t]),2!==t.length)throw new Error(\"gl-fbo: Shape vector must be length 2\");var e=0|t[0],r=0|t[1];return m(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return m(this,t|=0,this._shape[1]),t},enumerable:!1},height:{get:function(){return this._destroyed?0:this._shape[1]},set:function(t){return t|=0,m(this,this._shape[0],t),t},enumerable:!1}}),g.bind=function(){if(!this._destroyed){var t=this.gl;t.bindFramebuffer(t.FRAMEBUFFER,this.handle),t.viewport(0,0,this._shape[0],this._shape[1])}},g.dispose=function(){if(!this._destroyed){this._destroyed=!0;var t=this.gl;t.deleteFramebuffer(this.handle),this.handle=null,this.depth&&(this.depth.dispose(),this.depth=null),this._depth_rb&&(t.deleteRenderbuffer(this._depth_rb),this._depth_rb=null);for(var e=0;e<this.color.length;++e)this.color[e].dispose(),this.color[e]=null;this._color_rb&&(t.deleteRenderbuffer(this._color_rb),this._color_rb=null)}}},{\"gl-texture2d\":326}],263:[function(t,e,r){var n=t(\"sprintf-js\").sprintf,a=t(\"gl-constants/lookup\"),i=t(\"glsl-shader-name\"),o=t(\"add-line-numbers\");e.exports=function(t,e,r){\"use strict\";var s=i(e)||\"of unknown name (see npm glsl-shader-name)\",l=\"unknown type\";void 0!==r&&(l=r===a.FRAGMENT_SHADER?\"fragment\":\"vertex\");for(var c=n(\"Error compiling %s shader %s:\\n\",l,s),u=n(\"%s%s\",c,t),h=t.split(\"\\n\"),f={},p=0;p<h.length;p++){var d=h[p];if(\"\"!==d&&\"\\0\"!==d){var g=parseInt(d.split(\":\")[2]);if(isNaN(g))throw new Error(n(\"Could not parse error: %s\",d));f[g]=d}}var m=o(e).split(\"\\n\");for(p=0;p<m.length;p++)if(f[p+3]||f[p+2]||f[p+1]){var v=m[p];if(c+=v+\"\\n\",f[p+1]){var y=f[p+1];y=y.substr(y.split(\":\",3).join(\":\").length+1).trim(),c+=n(\"^^^ %s\\n\\n\",y)}}return{long:c.trim(),short:u.trim()}}},{\"add-line-numbers\":64,\"gl-constants/lookup\":259,\"glsl-shader-name\":404,\"sprintf-js\":526}],264:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=t.gl,n=o(r,l.vertex,l.fragment),a=o(r,l.pickVertex,l.pickFragment),i=s(r),u=s(r),h=s(r),f=s(r),p=new c(t,n,a,i,u,h,f);return p.update(e),t.addObject(p),p};var n=t(\"binary-search-bounds\"),a=t(\"iota-array\"),i=t(\"typedarray-pool\"),o=t(\"gl-shader\"),s=t(\"gl-buffer\"),l=t(\"./lib/shaders\");function c(t,e,r,n,a,i,o){this.plot=t,this.shader=e,this.pickShader=r,this.positionBuffer=n,this.weightBuffer=a,this.colorBuffer=i,this.idBuffer=o,this.xData=[],this.yData=[],this.shape=[0,0],this.bounds=[1/0,1/0,-1/0,-1/0],this.pickOffset=0}var u,h=c.prototype,f=[0,0,1,0,0,1,1,0,1,1,0,1];h.draw=(u=[1,0,0,0,1,0,0,0,1],function(){var t=this.plot,e=this.shader,r=this.bounds,n=this.numVertices;if(!(n<=0)){var a=t.gl,i=t.dataBox,o=r[2]-r[0],s=r[3]-r[1],l=i[2]-i[0],c=i[3]-i[1];u[0]=2*o/l,u[4]=2*s/c,u[6]=2*(r[0]-i[0])/l-1,u[7]=2*(r[1]-i[1])/c-1,e.bind();var h=e.uniforms;h.viewTransform=u,h.shape=this.shape;var f=e.attributes;this.positionBuffer.bind(),f.position.pointer(),this.weightBuffer.bind(),f.weight.pointer(a.UNSIGNED_BYTE,!1),this.colorBuffer.bind(),f.color.pointer(a.UNSIGNED_BYTE,!0),a.drawArrays(a.TRIANGLES,0,n)}}),h.drawPick=function(){var t=[1,0,0,0,1,0,0,0,1],e=[0,0,0,0];return function(r){var n=this.plot,a=this.pickShader,i=this.bounds,o=this.numVertices;if(!(o<=0)){var s=n.gl,l=n.dataBox,c=i[2]-i[0],u=i[3]-i[1],h=l[2]-l[0],f=l[3]-l[1];t[0]=2*c/h,t[4]=2*u/f,t[6]=2*(i[0]-l[0])/h-1,t[7]=2*(i[1]-l[1])/f-1;for(var p=0;p<4;++p)e[p]=r>>8*p&255;this.pickOffset=r,a.bind();var d=a.uniforms;d.viewTransform=t,d.pickOffset=e,d.shape=this.shape;var g=a.attributes;return this.positionBuffer.bind(),g.position.pointer(),this.weightBuffer.bind(),g.weight.pointer(s.UNSIGNED_BYTE,!1),this.idBuffer.bind(),g.pickId.pointer(s.UNSIGNED_BYTE,!1),s.drawArrays(s.TRIANGLES,0,o),r+this.shape[0]*this.shape[1]}}}(),h.pick=function(t,e,r){var n=this.pickOffset,a=this.shape[0]*this.shape[1];if(r<n||r>=n+a)return null;var i=r-n,o=this.xData,s=this.yData;return{object:this,pointId:i,dataCoord:[o[i%this.shape[0]],s[i/this.shape[0]|0]]}},h.update=function(t){var e=(t=t||{}).shape||[0,0],r=t.x||a(e[0]),o=t.y||a(e[1]),s=t.z||new Float32Array(e[0]*e[1]);this.xData=r,this.yData=o;var l=t.colorLevels||[0],c=t.colorValues||[0,0,0,1],u=l.length,h=this.bounds,p=h[0]=r[0],d=h[1]=o[0],g=1/((h[2]=r[r.length-1])-p),m=1/((h[3]=o[o.length-1])-d),v=e[0],y=e[1];this.shape=[v,y];var x=(v-1)*(y-1)*(f.length>>>1);this.numVertices=x;for(var b=i.mallocUint8(4*x),_=i.mallocFloat32(2*x),w=i.mallocUint8(2*x),T=i.mallocUint32(x),k=0,M=0;M<y-1;++M)for(var A=m*(o[M]-d),S=m*(o[M+1]-d),E=0;E<v-1;++E)for(var C=g*(r[E]-p),L=g*(r[E+1]-p),P=0;P<f.length;P+=2){var I,z,O,D,R=f[P],F=f[P+1],B=s[(M+F)*v+(E+R)],N=n.le(l,B);if(N<0)I=c[0],z=c[1],O=c[2],D=c[3];else if(N===u-1)I=c[4*u-4],z=c[4*u-3],O=c[4*u-2],D=c[4*u-1];else{var j=(B-l[N])/(l[N+1]-l[N]),U=1-j,V=4*N,q=4*(N+1);I=U*c[V]+j*c[q],z=U*c[V+1]+j*c[q+1],O=U*c[V+2]+j*c[q+2],D=U*c[V+3]+j*c[q+3]}b[4*k]=255*I,b[4*k+1]=255*z,b[4*k+2]=255*O,b[4*k+3]=255*D,_[2*k]=.5*C+.5*L,_[2*k+1]=.5*A+.5*S,w[2*k]=R,w[2*k+1]=F,T[k]=M*v+E,k+=1}this.positionBuffer.update(_),this.weightBuffer.update(w),this.colorBuffer.update(b),this.idBuffer.update(T),i.free(_),i.free(b),i.free(w),i.free(T)},h.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.positionBuffer.dispose(),this.weightBuffer.dispose(),this.colorBuffer.dispose(),this.idBuffer.dispose(),this.plot.removeObject(this)}},{\"./lib/shaders\":265,\"binary-search-bounds\":94,\"gl-buffer\":254,\"gl-shader\":311,\"iota-array\":420,\"typedarray-pool\":554}],265:[function(t,e,r){\"use strict\";var n=t(\"glslify\");e.exports={fragment:n([\"precision lowp float;\\n#define GLSLIFY 1\\nvarying vec4 fragColor;\\nvoid main() {\\n  gl_FragColor = vec4(fragColor.rgb * fragColor.a, fragColor.a);\\n}\\n\"]),vertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 color;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  fragColor = color;\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"]),pickFragment:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nuniform vec2 shape;\\nuniform vec4 pickOffset;\\n\\nvoid main() {\\n  vec2 d = step(.5, vWeight);\\n  vec4 id = fragId + pickOffset;\\n  id.x += d.x + d.y*shape.x;\\n\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  gl_FragColor = id/255.;\\n}\\n\"]),pickVertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nvoid main() {\\n  vWeight = weight;\\n\\n  fragId = pickId;\\n\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"])}},{glslify:412}],266:[function(t,e,r){var n=t(\"glslify\"),a=t(\"gl-shader\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, nextPosition;\\nattribute float arcLength, lineWidth;\\nattribute vec4 color;\\n\\nuniform vec2 screenShape;\\nuniform float pixelRatio;\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 fragColor;\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  vec4 startPoint = project(position);\\n  vec4 endPoint   = project(nextPosition);\\n\\n  vec2 A = startPoint.xy / startPoint.w;\\n  vec2 B =   endPoint.xy /   endPoint.w;\\n\\n  float clipAngle = atan(\\n    (B.y - A.y) * screenShape.y,\\n    (B.x - A.x) * screenShape.x\\n  );\\n\\n  vec2 offset = 0.5 * pixelRatio * lineWidth * vec2(\\n    sin(clipAngle),\\n    -cos(clipAngle)\\n  ) / screenShape;\\n\\n  gl_Position = vec4(startPoint.xy + startPoint.w * offset, startPoint.zw);\\n\\n  worldPosition = position;\\n  pixelArcLength = arcLength;\\n  fragColor = color;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3      clipBounds[2];\\nuniform sampler2D dashTexture;\\nuniform float     dashScale;\\nuniform float     opacity;\\n\\nvarying vec3    worldPosition;\\nvarying float   pixelArcLength;\\nvarying vec4    fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], worldPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  float dashWeight = texture2D(dashTexture, vec2(dashScale * pixelArcLength, 0)).r;\\n  if(dashWeight < 0.5) {\\n    discard;\\n  }\\n  gl_FragColor = fragColor * opacity;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\n#define FLOAT_MAX  1.70141184e38\\n#define FLOAT_MIN  1.17549435e-38\\n\\n// https://github.com/mikolalysenko/glsl-read-float/blob/master/index.glsl\\nvec4 packFloat(float v) {\\n  float av = abs(v);\\n\\n  //Handle special cases\\n  if(av < FLOAT_MIN) {\\n    return vec4(0.0, 0.0, 0.0, 0.0);\\n  } else if(v > FLOAT_MAX) {\\n    return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\\n  } else if(v < -FLOAT_MAX) {\\n    return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\\n  }\\n\\n  vec4 c = vec4(0,0,0,0);\\n\\n  //Compute exponent and mantissa\\n  float e = floor(log2(av));\\n  float m = av * pow(2.0, -e) - 1.0;\\n\\n  //Unpack mantissa\\n  c[1] = floor(128.0 * m);\\n  m -= c[1] / 128.0;\\n  c[2] = floor(32768.0 * m);\\n  m -= c[2] / 32768.0;\\n  c[3] = floor(8388608.0 * m);\\n\\n  //Unpack exponent\\n  float ebias = e + 127.0;\\n  c[0] = floor(ebias / 2.0);\\n  ebias -= c[0] * 2.0;\\n  c[1] += floor(ebias) * 128.0;\\n\\n  //Unpack sign bit\\n  c[0] += 128.0 * step(0.0, -v);\\n\\n  //Scale back to range\\n  return c / 255.0;\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform float pickId;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], worldPosition)) discard;\\n\\n  gl_FragColor = vec4(pickId/255.0, packFloat(pixelArcLength).xyz);\\n}\"]),l=[{name:\"position\",type:\"vec3\"},{name:\"nextPosition\",type:\"vec3\"},{name:\"arcLength\",type:\"float\"},{name:\"lineWidth\",type:\"float\"},{name:\"color\",type:\"vec4\"}];r.createShader=function(t){return a(t,i,o,null,l)},r.createPickShader=function(t){return a(t,i,s,null,l)}},{\"gl-shader\":311,glslify:412}],267:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl||t.scene&&t.scene.gl,r=h(e);r.attributes.position.location=0,r.attributes.nextPosition.location=1,r.attributes.arcLength.location=2,r.attributes.lineWidth.location=3,r.attributes.color.location=4;var o=f(e);o.attributes.position.location=0,o.attributes.nextPosition.location=1,o.attributes.arcLength.location=2,o.attributes.lineWidth.location=3,o.attributes.color.location=4;for(var s=n(e),l=a(e,[{buffer:s,size:3,offset:0,stride:48},{buffer:s,size:3,offset:12,stride:48},{buffer:s,size:1,offset:24,stride:48},{buffer:s,size:1,offset:28,stride:48},{buffer:s,size:4,offset:32,stride:48}]),u=c(new Array(1024),[256,1,4]),p=0;p<1024;++p)u.data[p]=255;var d=i(e,u);d.wrap=e.REPEAT;var g=new v(e,r,o,s,l,d);return g.update(t),g};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"gl-texture2d\"),o=new Uint8Array(4),s=new Float32Array(o.buffer);var l=t(\"binary-search-bounds\"),c=t(\"ndarray\"),u=t(\"./lib/shaders\"),h=u.createShader,f=u.createPickShader,p=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function d(t,e){for(var r=0,n=0;n<3;++n){var a=t[n]-e[n];r+=a*a}return Math.sqrt(r)}function g(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r<3;++r)e[0][r]=Math.max(t[0][r],e[0][r]),e[1][r]=Math.min(t[1][r],e[1][r]);return e}function m(t,e,r,n){this.arcLength=t,this.position=e,this.index=r,this.dataCoordinate=n}function v(t,e,r,n,a,i){this.gl=t,this.shader=e,this.pickShader=r,this.buffer=n,this.vao=a,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.points=[],this.arcLength=[],this.vertexCount=0,this.bounds=[[0,0,0],[0,0,0]],this.pickId=0,this.lineWidth=1,this.texture=i,this.dashScale=1,this.opacity=1,this.hasAlpha=!1,this.dirty=!0,this.pixelRatio=1}var y=v.prototype;y.isTransparent=function(){return this.hasAlpha},y.isOpaque=function(){return!this.hasAlpha},y.pickSlots=1,y.setPickBase=function(t){this.pickId=t},y.drawTransparent=y.draw=function(t){if(this.vertexCount){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,clipBounds:g(this.clipBounds),dashTexture:this.texture.bind(),dashScale:this.dashScale/this.arcLength[this.arcLength.length-1],opacity:this.opacity,screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.drawPick=function(t){if(this.vertexCount){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,pickId:this.pickId,clipBounds:g(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.update=function(t){var e,r;this.dirty=!0;var n=!!t.connectGaps;\"dashScale\"in t&&(this.dashScale=t.dashScale),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var a=[],i=[],o=[],s=0,u=0,h=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],f=t.position||t.positions;if(f){var p=t.color||t.colors||[0,0,0,1],g=t.lineWidth||1,m=!1;t:for(e=1;e<f.length;++e){var v,y,x,b=f[e-1],_=f[e];for(i.push(s),o.push(b.slice()),r=0;r<3;++r){if(isNaN(b[r])||isNaN(_[r])||!isFinite(b[r])||!isFinite(_[r])){if(!n&&a.length>0){for(var w=0;w<24;++w)a.push(a[a.length-12]);u+=2,m=!0}continue t}h[0][r]=Math.min(h[0][r],b[r],_[r]),h[1][r]=Math.max(h[1][r],b[r],_[r])}Array.isArray(p[0])?(v=p.length>e-1?p[e-1]:p.length>0?p[p.length-1]:[0,0,0,1],y=p.length>e?p[e]:p.length>0?p[p.length-1]:[0,0,0,1]):v=y=p,3===v.length&&(v=[v[0],v[1],v[2],1]),3===y.length&&(y=[y[0],y[1],y[2],1]),!this.hasAlpha&&v[3]<1&&(this.hasAlpha=!0),x=Array.isArray(g)?g.length>e-1?g[e-1]:g.length>0?g[g.length-1]:[0,0,0,1]:g;var T=s;if(s+=d(b,_),m){for(r=0;r<2;++r)a.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,v[0],v[1],v[2],v[3]);u+=2,m=!1}a.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,v[0],v[1],v[2],v[3],b[0],b[1],b[2],_[0],_[1],_[2],T,-x,v[0],v[1],v[2],v[3],_[0],_[1],_[2],b[0],b[1],b[2],s,-x,y[0],y[1],y[2],y[3],_[0],_[1],_[2],b[0],b[1],b[2],s,x,y[0],y[1],y[2],y[3]),u+=4}}if(this.buffer.update(a),i.push(s),o.push(f[f.length-1].slice()),this.bounds=h,this.vertexCount=u,this.points=o,this.arcLength=i,\"dashes\"in t){var k=t.dashes.slice();for(k.unshift(0),e=1;e<k.length;++e)k[e]=k[e-1]+k[e];var M=c(new Array(1024),[256,1,4]);for(e=0;e<256;++e){for(r=0;r<4;++r)M.set(e,0,r,0);1&l.le(k,k[k.length-1]*e/255)?M.set(e,0,0,0):M.set(e,0,0,255)}this.texture.setPixels(M)}},y.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()},y.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=function(t,e,r,n){return o[0]=n,o[1]=r,o[2]=e,o[3]=t,s[0]}(t.value[0],t.value[1],t.value[2],0),r=l.le(this.arcLength,e);if(r<0)return null;if(r===this.arcLength.length-1)return new m(this.arcLength[this.arcLength.length-1],this.points[this.points.length-1].slice(),r);for(var n=this.points[r],a=this.points[Math.min(r+1,this.points.length-1)],i=(e-this.arcLength[r])/(this.arcLength[r+1]-this.arcLength[r]),c=1-i,u=[0,0,0],h=0;h<3;++h)u[h]=c*n[h]+i*a[h];var f=Math.min(i<.5?r:r+1,this.points.length-1);return new m(e,u,f,this.points[f])}},{\"./lib/shaders\":266,\"binary-search-bounds\":94,\"gl-buffer\":254,\"gl-texture2d\":326,\"gl-vao\":331,ndarray:455}],268:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],a=e[2],i=e[3],o=r*i-a*n;return o?(o=1/o,t[0]=i*o,t[1]=-n*o,t[2]=-a*o,t[3]=r*o,t):null}},{}],269:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],a=e[2],i=e[3],o=e[4],s=e[5],l=e[6],c=e[7],u=e[8],h=u*o-s*c,f=-u*i+s*l,p=c*i-o*l,d=r*h+n*f+a*p;return d?(d=1/d,t[0]=h*d,t[1]=(-u*n+a*c)*d,t[2]=(s*n-a*o)*d,t[3]=f*d,t[4]=(u*r-a*l)*d,t[5]=(-s*r+a*i)*d,t[6]=p*d,t[7]=(-c*r+n*l)*d,t[8]=(o*r-n*i)*d,t):null}},{}],270:[function(t,e,r){e.exports=function(t){var e=new Float32Array(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e}},{}],271:[function(t,e,r){e.exports=function(){var t=new Float32Array(16);return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],272:[function(t,e,r){e.exports=function(t){var e=t[0],r=t[1],n=t[2],a=t[3],i=t[4],o=t[5],s=t[6],l=t[7],c=t[8],u=t[9],h=t[10],f=t[11],p=t[12],d=t[13],g=t[14],m=t[15];return(e*o-r*i)*(h*m-f*g)-(e*s-n*i)*(u*m-f*d)+(e*l-a*i)*(u*g-h*d)+(r*s-n*o)*(c*m-f*p)-(r*l-a*o)*(c*g-h*p)+(n*l-a*s)*(c*d-u*p)}},{}],273:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],a=e[2],i=e[3],o=r+r,s=n+n,l=a+a,c=r*o,u=n*o,h=n*s,f=a*o,p=a*s,d=a*l,g=i*o,m=i*s,v=i*l;return t[0]=1-h-d,t[1]=u+v,t[2]=f-m,t[3]=0,t[4]=u-v,t[5]=1-c-d,t[6]=p+g,t[7]=0,t[8]=f+m,t[9]=p-g,t[10]=1-c-h,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],274:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],a=e[1],i=e[2],o=e[3],s=n+n,l=a+a,c=i+i,u=n*s,h=n*l,f=n*c,p=a*l,d=a*c,g=i*c,m=o*s,v=o*l,y=o*c;return t[0]=1-(p+g),t[1]=h+y,t[2]=f-v,t[3]=0,t[4]=h-y,t[5]=1-(u+g),t[6]=d+m,t[7]=0,t[8]=f+v,t[9]=d-m,t[10]=1-(u+p),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t}},{}],275:[function(t,e,r){e.exports=function(t){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],276:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],a=e[2],i=e[3],o=e[4],s=e[5],l=e[6],c=e[7],u=e[8],h=e[9],f=e[10],p=e[11],d=e[12],g=e[13],m=e[14],v=e[15],y=r*s-n*o,x=r*l-a*o,b=r*c-i*o,_=n*l-a*s,w=n*c-i*s,T=a*c-i*l,k=u*g-h*d,M=u*m-f*d,A=u*v-p*d,S=h*m-f*g,E=h*v-p*g,C=f*v-p*m,L=y*C-x*E+b*S+_*A-w*M+T*k;if(!L)return null;return L=1/L,t[0]=(s*C-l*E+c*S)*L,t[1]=(a*E-n*C-i*S)*L,t[2]=(g*T-m*w+v*_)*L,t[3]=(f*w-h*T-p*_)*L,t[4]=(l*A-o*C-c*M)*L,t[5]=(r*C-a*A+i*M)*L,t[6]=(m*b-d*T-v*x)*L,t[7]=(u*T-f*b+p*x)*L,t[8]=(o*E-s*A+c*k)*L,t[9]=(n*A-r*E-i*k)*L,t[10]=(d*w-g*b+v*y)*L,t[11]=(h*b-u*w-p*y)*L,t[12]=(s*M-o*S-l*k)*L,t[13]=(r*S-n*M+a*k)*L,t[14]=(g*x-d*_-m*y)*L,t[15]=(u*_-h*x+f*y)*L,t}},{}],277:[function(t,e,r){var n=t(\"./identity\");e.exports=function(t,e,r,a){var i,o,s,l,c,u,h,f,p,d,g=e[0],m=e[1],v=e[2],y=a[0],x=a[1],b=a[2],_=r[0],w=r[1],T=r[2];if(Math.abs(g-_)<1e-6&&Math.abs(m-w)<1e-6&&Math.abs(v-T)<1e-6)return n(t);h=g-_,f=m-w,p=v-T,d=1/Math.sqrt(h*h+f*f+p*p),i=x*(p*=d)-b*(f*=d),o=b*(h*=d)-y*p,s=y*f-x*h,(d=Math.sqrt(i*i+o*o+s*s))?(i*=d=1/d,o*=d,s*=d):(i=0,o=0,s=0);l=f*s-p*o,c=p*i-h*s,u=h*o-f*i,(d=Math.sqrt(l*l+c*c+u*u))?(l*=d=1/d,c*=d,u*=d):(l=0,c=0,u=0);return t[0]=i,t[1]=l,t[2]=h,t[3]=0,t[4]=o,t[5]=c,t[6]=f,t[7]=0,t[8]=s,t[9]=u,t[10]=p,t[11]=0,t[12]=-(i*g+o*m+s*v),t[13]=-(l*g+c*m+u*v),t[14]=-(h*g+f*m+p*v),t[15]=1,t}},{\"./identity\":275}],278:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],a=e[1],i=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],h=e[8],f=e[9],p=e[10],d=e[11],g=e[12],m=e[13],v=e[14],y=e[15],x=r[0],b=r[1],_=r[2],w=r[3];return t[0]=x*n+b*s+_*h+w*g,t[1]=x*a+b*l+_*f+w*m,t[2]=x*i+b*c+_*p+w*v,t[3]=x*o+b*u+_*d+w*y,x=r[4],b=r[5],_=r[6],w=r[7],t[4]=x*n+b*s+_*h+w*g,t[5]=x*a+b*l+_*f+w*m,t[6]=x*i+b*c+_*p+w*v,t[7]=x*o+b*u+_*d+w*y,x=r[8],b=r[9],_=r[10],w=r[11],t[8]=x*n+b*s+_*h+w*g,t[9]=x*a+b*l+_*f+w*m,t[10]=x*i+b*c+_*p+w*v,t[11]=x*o+b*u+_*d+w*y,x=r[12],b=r[13],_=r[14],w=r[15],t[12]=x*n+b*s+_*h+w*g,t[13]=x*a+b*l+_*f+w*m,t[14]=x*i+b*c+_*p+w*v,t[15]=x*o+b*u+_*d+w*y,t}},{}],279:[function(t,e,r){e.exports=function(t,e,r,n,a,i,o){var s=1/(e-r),l=1/(n-a),c=1/(i-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*c,t[11]=0,t[12]=(e+r)*s,t[13]=(a+n)*l,t[14]=(o+i)*c,t[15]=1,t}},{}],280:[function(t,e,r){e.exports=function(t,e,r,n,a){var i=1/Math.tan(e/2),o=1/(n-a);return t[0]=i/r,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=i,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=(a+n)*o,t[11]=-1,t[12]=0,t[13]=0,t[14]=2*a*n*o,t[15]=0,t}},{}],281:[function(t,e,r){e.exports=function(t,e,r,n){var a,i,o,s,l,c,u,h,f,p,d,g,m,v,y,x,b,_,w,T,k,M,A,S,E=n[0],C=n[1],L=n[2],P=Math.sqrt(E*E+C*C+L*L);if(Math.abs(P)<1e-6)return null;E*=P=1/P,C*=P,L*=P,a=Math.sin(r),i=Math.cos(r),o=1-i,s=e[0],l=e[1],c=e[2],u=e[3],h=e[4],f=e[5],p=e[6],d=e[7],g=e[8],m=e[9],v=e[10],y=e[11],x=E*E*o+i,b=C*E*o+L*a,_=L*E*o-C*a,w=E*C*o-L*a,T=C*C*o+i,k=L*C*o+E*a,M=E*L*o+C*a,A=C*L*o-E*a,S=L*L*o+i,t[0]=s*x+h*b+g*_,t[1]=l*x+f*b+m*_,t[2]=c*x+p*b+v*_,t[3]=u*x+d*b+y*_,t[4]=s*w+h*T+g*k,t[5]=l*w+f*T+m*k,t[6]=c*w+p*T+v*k,t[7]=u*w+d*T+y*k,t[8]=s*M+h*A+g*S,t[9]=l*M+f*A+m*S,t[10]=c*M+p*A+v*S,t[11]=u*M+d*A+y*S,e!==t&&(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t}},{}],282:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),a=Math.cos(r),i=e[4],o=e[5],s=e[6],l=e[7],c=e[8],u=e[9],h=e[10],f=e[11];e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[4]=i*a+c*n,t[5]=o*a+u*n,t[6]=s*a+h*n,t[7]=l*a+f*n,t[8]=c*a-i*n,t[9]=u*a-o*n,t[10]=h*a-s*n,t[11]=f*a-l*n,t}},{}],283:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),a=Math.cos(r),i=e[0],o=e[1],s=e[2],l=e[3],c=e[8],u=e[9],h=e[10],f=e[11];e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=i*a-c*n,t[1]=o*a-u*n,t[2]=s*a-h*n,t[3]=l*a-f*n,t[8]=i*n+c*a,t[9]=o*n+u*a,t[10]=s*n+h*a,t[11]=l*n+f*a,t}},{}],284:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),a=Math.cos(r),i=e[0],o=e[1],s=e[2],l=e[3],c=e[4],u=e[5],h=e[6],f=e[7];e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=i*a+c*n,t[1]=o*a+u*n,t[2]=s*a+h*n,t[3]=l*a+f*n,t[4]=c*a-i*n,t[5]=u*a-o*n,t[6]=h*a-s*n,t[7]=f*a-l*n,t}},{}],285:[function(t,e,r){e.exports=function(t,e,r){var n=r[0],a=r[1],i=r[2];return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*a,t[5]=e[5]*a,t[6]=e[6]*a,t[7]=e[7]*a,t[8]=e[8]*i,t[9]=e[9]*i,t[10]=e[10]*i,t[11]=e[11]*i,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},{}],286:[function(t,e,r){e.exports=function(t,e,r){var n,a,i,o,s,l,c,u,h,f,p,d,g=r[0],m=r[1],v=r[2];e===t?(t[12]=e[0]*g+e[4]*m+e[8]*v+e[12],t[13]=e[1]*g+e[5]*m+e[9]*v+e[13],t[14]=e[2]*g+e[6]*m+e[10]*v+e[14],t[15]=e[3]*g+e[7]*m+e[11]*v+e[15]):(n=e[0],a=e[1],i=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],h=e[8],f=e[9],p=e[10],d=e[11],t[0]=n,t[1]=a,t[2]=i,t[3]=o,t[4]=s,t[5]=l,t[6]=c,t[7]=u,t[8]=h,t[9]=f,t[10]=p,t[11]=d,t[12]=n*g+s*m+h*v+e[12],t[13]=a*g+l*m+f*v+e[13],t[14]=i*g+c*m+p*v+e[14],t[15]=o*g+u*m+d*v+e[15]);return t}},{}],287:[function(t,e,r){e.exports=function(t,e){if(t===e){var r=e[1],n=e[2],a=e[3],i=e[6],o=e[7],s=e[11];t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=r,t[6]=e[9],t[7]=e[13],t[8]=n,t[9]=i,t[11]=e[14],t[12]=a,t[13]=o,t[14]=s}else t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},{}],288:[function(t,e,r){\"use strict\";e.exports=function(t,e){switch(e.length){case 0:break;case 1:t[0]=1/e[0];break;case 4:n(t,e);break;case 9:a(t,e);break;case 16:i(t,e);break;default:throw new Error(\"currently supports matrices up to 4x4\")}return t};var n=t(\"gl-mat2/invert\"),a=t(\"gl-mat3/invert\"),i=t(\"gl-mat4/invert\")},{\"gl-mat2/invert\":268,\"gl-mat3/invert\":269,\"gl-mat4/invert\":276}],289:[function(t,e,r){\"use strict\";var n=t(\"barycentric\"),a=t(\"polytope-closest-point/lib/closest_point_2d.js\");function i(t,e){for(var r=[0,0,0,0],n=0;n<4;++n)for(var a=0;a<4;++a)r[a]+=t[4*n+a]*e[n];return r}function o(t,e,r,n,a){for(var o=i(n,i(r,i(e,[t[0],t[1],t[2],1]))),s=0;s<3;++s)o[s]/=o[3];return[.5*a[0]*(1+o[0]),.5*a[1]*(1-o[1])]}function s(t,e){for(var r=[0,0,0],n=0;n<t.length;++n)for(var a=t[n],i=e[n],o=0;o<3;++o)r[o]+=i*a[o];return r}e.exports=function(t,e,r,i,l,c){if(1===t.length)return[0,t[0].slice()];for(var u=new Array(t.length),h=0;h<t.length;++h)u[h]=o(t[h],r,i,l,c);var f=0,p=1/0;for(h=0;h<u.length;++h){for(var d=0,g=0;g<2;++g)d+=Math.pow(u[h][g]-e[g],2);d<p&&(p=d,f=h)}var m=function(t,e){if(2===t.length){for(var r=0,i=0,o=0;o<2;++o)r+=Math.pow(e[o]-t[0][o],2),i+=Math.pow(e[o]-t[1][o],2);return r=Math.sqrt(r),i=Math.sqrt(i),r+i<1e-6?[1,0]:[i/(r+i),r/(i+r)]}if(3===t.length){var s=[0,0];return a(t[0],t[1],t[2],e,s),n(t,s)}return[]}(u,e),v=0;for(h=0;h<3;++h){if(m[h]<-.001||m[h]>1.0001)return null;v+=m[h]}if(Math.abs(v-1)>.001)return null;return[f,s(t,m),m]}},{barycentric:76,\"polytope-closest-point/lib/closest_point_2d.js\":486}],290:[function(t,e,r){var n=t(\"glslify\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, normal;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model\\n           , view\\n           , projection\\n           , inverseModel;\\nuniform vec3 eyePosition\\n           , lightPosition;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  gl_Position      = project(position);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * vec4(position , 1.0);\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal  = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  f_color          = color;\\n  f_data           = position;\\n  f_uv             = uv;\\n}\\n\"]),i=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\n//#pragma glslify: beckmann = require(glsl-specular-beckmann) // used in gl-surface3d\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness\\n            , fresnel\\n            , kambient\\n            , kdiffuse\\n            , kspecular;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (f_color.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], f_data)\\n  ) discard;\\n\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  //float specular = max(0.0, beckmann(L, V, N, roughness)); // used in gl-surface3d\\n\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = vec4(f_color.rgb, 1.0) * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * f_color.a;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_color = color;\\n  f_data  = position;\\n  f_uv    = uv;\\n}\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_data)) discard;\\n\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\nattribute float pointSize;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0 ,0.0 ,0.0);\\n  } else {\\n    gl_Position = projection * view * model * vec4(position, 1.0);\\n  }\\n  gl_PointSize = pointSize;\\n  f_color = color;\\n  f_uv = uv;\\n}\"]),c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  vec2 pointR = gl_PointCoord.xy - vec2(0.5, 0.5);\\n  if(dot(pointR, pointR) > 0.25) {\\n    discard;\\n  }\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_id        = id;\\n  f_position  = position;\\n}\"]),h=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]),f=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3  position;\\nattribute float pointSize;\\nattribute vec4  id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0, 0.0, 0.0);\\n  } else {\\n    gl_Position  = projection * view * model * vec4(position, 1.0);\\n    gl_PointSize = pointSize;\\n  }\\n  f_id         = id;\\n  f_position   = position;\\n}\"]),p=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n}\"]),d=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec3 contourColor;\\n\\nvoid main() {\\n  gl_FragColor = vec4(contourColor, 1.0);\\n}\\n\"]);r.meshShader={vertex:a,fragment:i,attributes:[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.wireShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.pointShader={vertex:l,fragment:c,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"pointSize\",type:\"float\"}]},r.pickShader={vertex:u,fragment:h,attributes:[{name:\"position\",type:\"vec3\"},{name:\"id\",type:\"vec4\"}]},r.pointPickShader={vertex:f,fragment:h,attributes:[{name:\"position\",type:\"vec3\"},{name:\"pointSize\",type:\"float\"},{name:\"id\",type:\"vec4\"}]},r.contourShader={vertex:p,fragment:d,attributes:[{name:\"position\",type:\"vec3\"}]}},{glslify:412}],291:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),a=t(\"gl-buffer\"),i=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"normals\"),l=t(\"gl-mat4/multiply\"),c=t(\"gl-mat4/invert\"),u=t(\"ndarray\"),h=t(\"colormap\"),f=t(\"simplicial-complex-contour\"),p=t(\"typedarray-pool\"),d=t(\"./lib/shaders\"),g=t(\"./lib/closest-point\"),m=d.meshShader,v=d.wireShader,y=d.pointShader,x=d.pickShader,b=d.pointPickShader,_=d.contourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function T(t,e,r,n,a,i,o,s,l,c,u,h,f,p,d,g,m,v,y,x,b,_,T,k,M,A,S){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.lineShader=n,this.pointShader=a,this.pickShader=i,this.pointPickShader=o,this.contourShader=s,this.trianglePositions=l,this.triangleColors=u,this.triangleNormals=f,this.triangleUVs=h,this.triangleIds=c,this.triangleVAO=p,this.triangleCount=0,this.lineWidth=1,this.edgePositions=d,this.edgeColors=m,this.edgeUVs=v,this.edgeIds=g,this.edgeVAO=y,this.edgeCount=0,this.pointPositions=x,this.pointColors=_,this.pointUVs=T,this.pointSizes=k,this.pointIds=b,this.pointVAO=M,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=A,this.contourVAO=S,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickVertex=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.hasAlpha=!1,this.opacityscale=!1,this._model=w,this._view=w,this._projection=w,this._resolution=[1,1]}var k=T.prototype;function M(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}function A(t){var e=n(t,m.vertex,m.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.normal.location=4,e}function S(t){var e=n(t,v.vertex,v.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e}function E(t){var e=n(t,y.vertex,y.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.pointSize.location=4,e}function C(t){var e=n(t,x.vertex,x.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e}function L(t){var e=n(t,b.vertex,b.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function P(t){var e=n(t,_.vertex,_.fragment);return e.attributes.position.location=0,e}k.isOpaque=function(){return!this.hasAlpha},k.isTransparent=function(){return this.hasAlpha},k.pickSlots=1,k.setPickBase=function(t){this.pickId=t},k.highlight=function(t){if(t&&this.contourEnable){for(var e=f(this.cells,this.intensity,t.intensity),r=e.cells,n=e.vertexIds,a=e.vertexWeights,i=r.length,o=p.mallocFloat32(6*i),s=0,l=0;l<i;++l)for(var c=r[l],u=0;u<2;++u){var h=c[0];2===c.length&&(h=c[u]);for(var d=n[h][0],g=n[h][1],m=a[h],v=1-m,y=this.positions[d],x=this.positions[g],b=0;b<3;++b)o[s++]=m*y[b]+v*x[b]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),p.free(o)}else this.contourCount=0},k.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"contourEnable\"in t&&(this.contourEnable=t.contourEnable),\"contourColor\"in t&&(this.contourColor=t.contourColor),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=t.opacity,this.opacity<1&&(this.hasAlpha=!0)),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale,this.hasAlpha=!0),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t,e){for(var r=h({colormap:t,nshades:256,format:\"rgba\"}),n=new Uint8Array(1024),a=0;a<256;++a){for(var i=r[a],o=0;o<3;++o)n[4*a+o]=i[o];n[4*a+3]=e?255*M(a/255,e):255*i[3]}return u(n,[256,256,4],[4,0,1])}(t.colormap,this.opacityscale)),this.texture.generateMipmap());var r=t.cells,n=t.positions;if(n&&r){var a=[],i=[],l=[],c=[],f=[],p=[],d=[],g=[],m=[],v=[],y=[],x=[],b=[],_=[];this.cells=r,this.positions=n;var w=t.vertexNormals,T=t.cellNormals,k=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,A=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&&!T&&(T=s.faceNormals(r,n,A)),T||w||(w=s.vertexNormals(r,n,k));var S=t.vertexColors,E=t.cellColors,C=t.meshColor||[1,1,1,1],L=t.vertexUVs,P=t.vertexIntensity,I=t.cellUVs,z=t.cellIntensity,O=1/0,D=-1/0;if(!L&&!I)if(P)if(t.vertexIntensityBounds)O=+t.vertexIntensityBounds[0],D=+t.vertexIntensityBounds[1];else for(var R=0;R<P.length;++R){var F=P[R];O=Math.min(O,F),D=Math.max(D,F)}else if(z)if(t.cellIntensityBounds)O=+t.cellIntensityBounds[0],D=+t.cellIntensityBounds[1];else for(R=0;R<z.length;++R){F=z[R];O=Math.min(O,F),D=Math.max(D,F)}else for(R=0;R<n.length;++R){F=n[R][2];O=Math.min(O,F),D=Math.max(D,F)}this.intensity=P||(z||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n)),this.pickVertex=!(z||E);var B=t.pointSizes,N=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(R=0;R<n.length;++R)for(var j=n[R],U=0;U<3;++U)!isNaN(j[U])&&isFinite(j[U])&&(this.bounds[0][U]=Math.min(this.bounds[0][U],j[U]),this.bounds[1][U]=Math.max(this.bounds[1][U],j[U]));var V=0,q=0,H=0;t:for(R=0;R<r.length;++R){var G=r[R];switch(G.length){case 1:for(j=n[W=G[0]],U=0;U<3;++U)if(isNaN(j[U])||!isFinite(j[U]))continue t;v.push(j[0],j[1],j[2]),Z=S?S[W]:E?E[R]:C,this.opacityscale&&P?i.push(Z[0],Z[1],Z[2],this.opacity*M((P[W]-O)/(D-O),this.opacityscale)):3===Z.length?y.push(Z[0],Z[1],Z[2],this.opacity):(y.push(Z[0],Z[1],Z[2],Z[3]*this.opacity),Z[3]<1&&(this.hasAlpha=!0)),X=L?L[W]:P?[(P[W]-O)/(D-O),0]:I?I[R]:z?[(z[R]-O)/(D-O),0]:[(j[2]-O)/(D-O),0],x.push(X[0],X[1]),B?b.push(B[W]):b.push(N),_.push(R),H+=1;break;case 2:for(U=0;U<2;++U){j=n[W=G[U]];for(var Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t}for(U=0;U<2;++U){j=n[W=G[U]];p.push(j[0],j[1],j[2]),Z=S?S[W]:E?E[R]:C,this.opacityscale&&P?i.push(Z[0],Z[1],Z[2],this.opacity*M((P[W]-O)/(D-O),this.opacityscale)):3===Z.length?d.push(Z[0],Z[1],Z[2],this.opacity):(d.push(Z[0],Z[1],Z[2],Z[3]*this.opacity),Z[3]<1&&(this.hasAlpha=!0)),X=L?L[W]:P?[(P[W]-O)/(D-O),0]:I?I[R]:z?[(z[R]-O)/(D-O),0]:[(j[2]-O)/(D-O),0],g.push(X[0],X[1]),m.push(R)}q+=1;break;case 3:for(U=0;U<3;++U)for(j=n[W=G[U]],Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t;for(U=0;U<3;++U){var W,Z,X,J;j=n[W=G[2-U]];a.push(j[0],j[1],j[2]),(Z=S?S[W]:E?E[R]:C)?this.opacityscale&&P?i.push(Z[0],Z[1],Z[2],this.opacity*M((P[W]-O)/(D-O),this.opacityscale)):3===Z.length?i.push(Z[0],Z[1],Z[2],this.opacity):(i.push(Z[0],Z[1],Z[2],Z[3]*this.opacity),Z[3]<1&&(this.hasAlpha=!0)):i.push(.5,.5,.5,1),X=L?L[W]:P?[(P[W]-O)/(D-O),0]:I?I[R]:z?[(z[R]-O)/(D-O),0]:[(j[2]-O)/(D-O),0],c.push(X[0],X[1]),J=w?w[W]:T[R],l.push(J[0],J[1],J[2]),f.push(R)}V+=1}}this.pointCount=H,this.edgeCount=q,this.triangleCount=V,this.pointPositions.update(v),this.pointColors.update(y),this.pointUVs.update(x),this.pointSizes.update(b),this.pointIds.update(new Uint32Array(_)),this.edgePositions.update(p),this.edgeColors.update(d),this.edgeUVs.update(g),this.edgeIds.update(new Uint32Array(m)),this.trianglePositions.update(a),this.triangleColors.update(i),this.triangleUVs.update(c),this.triangleNormals.update(l),this.triangleIds.update(new Uint32Array(f))}},k.drawTransparent=k.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,a=t.projection||w,i=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)i[0][o]=Math.max(i[0][o],this.clipBounds[0][o]),i[1][o]=Math.min(i[1][o],this.clipBounds[1][o]);var s={model:r,view:n,projection:a,inverseModel:w.slice(),clipBounds:i,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],contourColor:this.contourColor,texture:0};s.inverseModel=c(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);l(u,s.view,s.model),l(u,s.projection,u),c(u,u);for(o=0;o<3;++o)s.eyePosition[o]=u[12+o]/u[15];var h,f=u[15];for(o=0;o<3;++o)f+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];s.lightPosition[o]=p/f}this.triangleCount>0&&((h=this.triShader).bind(),h.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind());this.edgeCount>0&&this.lineWidth>0&&((h=this.lineShader).bind(),h.uniforms=s,this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind());this.pointCount>0&&((h=this.pointShader).bind(),h.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind());this.contourEnable&&this.contourCount>0&&this.contourLineWidth>0&&((h=this.contourShader).bind(),h.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind())},k.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,a=t.projection||w,i=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)i[0][o]=Math.max(i[0][o],this.clipBounds[0][o]),i[1][o]=Math.min(i[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(a),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s,l={model:r,view:n,projection:a,clipBounds:i,pickId:this.pickId/255};((s=this.pickShader).bind(),s.uniforms=l,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0)&&((s=this.pointPickShader).bind(),s.uniforms=l,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind())},k.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;for(var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions,a=new Array(r.length),i=0;i<r.length;++i)a[i]=n[r[i]];var o=t.coord[0],s=t.coord[1];if(!this.pickVertex){var l=this.positions[r[0]],c=this.positions[r[1]],u=this.positions[r[2]],h=[(l[0]+c[0]+u[0])/3,(l[1]+c[1]+u[1])/3,(l[2]+c[2]+u[2])/3];return{_cellCenter:!0,position:[o,s],index:e,cell:r,cellId:e,intensity:this.intensity[e],dataCoordinate:h}}var f=g(a,[o*this.pixelRatio,this._resolution[1]-s*this.pixelRatio],this._model,this._view,this._projection,this._resolution);if(!f)return null;var p=f[2],d=0;for(i=0;i<r.length;++i)d+=p[i]*this.intensity[r[i]];return{position:f[1],index:r[f[0]],cell:r,cellId:e,intensity:d,dataCoordinate:this.positions[r[f[0]]]}},k.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.lineShader.dispose(),this.pointShader.dispose(),this.pickShader.dispose(),this.pointPickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleNormals.dispose(),this.triangleIds.dispose(),this.edgeVAO.dispose(),this.edgePositions.dispose(),this.edgeColors.dispose(),this.edgeUVs.dispose(),this.edgeIds.dispose(),this.pointVAO.dispose(),this.pointPositions.dispose(),this.pointColors.dispose(),this.pointUVs.dispose(),this.pointSizes.dispose(),this.pointIds.dispose(),this.contourVAO.dispose(),this.contourPositions.dispose(),this.contourShader.dispose()},e.exports=function(t,e){1===arguments.length&&(t=(e=t).gl);var r=t.getExtension(\"OES_standard_derivatives\")||t.getExtension(\"MOZ_OES_standard_derivatives\")||t.getExtension(\"WEBKIT_OES_standard_derivatives\");if(!r)throw new Error(\"derivatives not supported\");var n=A(t),s=S(t),l=E(t),c=C(t),h=L(t),f=P(t),p=o(t,u(new Uint8Array([255,255,255,255]),[1,1,4]));p.generateMipmap(),p.minFilter=t.LINEAR_MIPMAP_LINEAR,p.magFilter=t.LINEAR;var d=a(t),g=a(t),m=a(t),v=a(t),y=a(t),x=i(t,[{buffer:d,type:t.FLOAT,size:3},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:g,type:t.FLOAT,size:4},{buffer:m,type:t.FLOAT,size:2},{buffer:v,type:t.FLOAT,size:3}]),b=a(t),_=a(t),w=a(t),k=a(t),M=i(t,[{buffer:b,type:t.FLOAT,size:3},{buffer:k,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:_,type:t.FLOAT,size:4},{buffer:w,type:t.FLOAT,size:2}]),I=a(t),z=a(t),O=a(t),D=a(t),R=a(t),F=i(t,[{buffer:I,type:t.FLOAT,size:3},{buffer:R,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:z,type:t.FLOAT,size:4},{buffer:O,type:t.FLOAT,size:2},{buffer:D,type:t.FLOAT,size:1}]),B=a(t),N=i(t,[{buffer:B,type:t.FLOAT,size:3}]),j=new T(t,p,n,s,l,c,h,f,d,y,g,m,v,x,b,k,_,w,M,I,R,z,O,D,F,B,N);return j.update(e),j}},{\"./lib/closest-point\":289,\"./lib/shaders\":290,colormap:128,\"gl-buffer\":254,\"gl-mat4/invert\":276,\"gl-mat4/multiply\":278,\"gl-shader\":311,\"gl-texture2d\":326,\"gl-vao\":331,ndarray:455,normals:458,\"simplicial-complex-contour\":515,\"typedarray-pool\":554}],292:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[0,0,0,1,1,0,1,1]),s=a(e,i.boxVert,i.lineFrag);return new o(t,r,s)};var n=t(\"gl-buffer\"),a=t(\"gl-shader\"),i=t(\"./shaders\");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawBox=(s=[0,0],l=[0,0],function(t,e,r,n,a){var i=this.plot,o=this.shader,c=i.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,o.uniforms.lo=s,o.uniforms.hi=l,o.uniforms.color=a,c.drawArrays(c.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":295,\"gl-buffer\":254,\"gl-shader\":311}],293:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),i=a(e,o.gridVert,o.gridFrag),l=a(e,o.tickVert,o.gridFrag);return new s(t,r,i,l)};var n=t(\"gl-buffer\"),a=t(\"gl-shader\"),i=t(\"binary-search-bounds\"),o=t(\"./shaders\");function s(t,e,r,n){this.plot=t,this.vbo=e,this.shader=r,this.tickShader=n,this.ticks=[[],[]]}function l(t,e){return t-e}var c,u,h,f,p,d=s.prototype;d.draw=(c=[0,0],u=[0,0],h=[0,0],function(){for(var t=this.plot,e=this.vbo,r=this.shader,n=this.ticks,a=t.gl,i=t._tickBounds,o=t.dataBox,s=t.viewBox,l=t.gridLineWidth,f=t.gridLineColor,p=t.gridLineEnable,d=t.pixelRatio,g=0;g<2;++g){var m=i[g],v=i[g+2]-m,y=.5*(o[g+2]+o[g]),x=o[g+2]-o[g];u[g]=2*v/x,c[g]=2*(m-y)/x}r.bind(),e.bind(),r.attributes.dataCoord.pointer(),r.uniforms.dataShift=c,r.uniforms.dataScale=u;var b=0;for(g=0;g<2;++g){h[0]=h[1]=0,h[g]=1,r.uniforms.dataAxis=h,r.uniforms.lineWidth=l[g]/(s[g+2]-s[g])*d,r.uniforms.color=f[g];var _=6*n[g].length;p[g]&&_&&a.drawArrays(a.TRIANGLES,b,_),b+=_}}),d.drawTickMarks=function(){var t=[0,0],e=[0,0],r=[1,0],n=[0,1],a=[0,0],o=[0,0];return function(){for(var s=this.plot,c=this.vbo,u=this.tickShader,h=this.ticks,f=s.gl,p=s._tickBounds,d=s.dataBox,g=s.viewBox,m=s.pixelRatio,v=s.screenBox,y=v[2]-v[0],x=v[3]-v[1],b=g[2]-g[0],_=g[3]-g[1],w=0;w<2;++w){var T=p[w],k=p[w+2]-T,M=.5*(d[w+2]+d[w]),A=d[w+2]-d[w];e[w]=2*k/A,t[w]=2*(T-M)/A}e[0]*=b/y,t[0]*=b/y,e[1]*=_/x,t[1]*=_/x,u.bind(),c.bind(),u.attributes.dataCoord.pointer();var S=u.uniforms;S.dataShift=t,S.dataScale=e;var E=s.tickMarkLength,C=s.tickMarkWidth,L=s.tickMarkColor,P=6*h[0].length,I=Math.min(i.ge(h[0],(d[0]-p[0])/(p[2]-p[0]),l),h[0].length),z=Math.min(i.gt(h[0],(d[2]-p[0])/(p[2]-p[0]),l),h[0].length),O=0+6*I,D=6*Math.max(0,z-I),R=Math.min(i.ge(h[1],(d[1]-p[1])/(p[3]-p[1]),l),h[1].length),F=Math.min(i.gt(h[1],(d[3]-p[1])/(p[3]-p[1]),l),h[1].length),B=P+6*R,N=6*Math.max(0,F-R);a[0]=2*(g[0]-E[1])/y-1,a[1]=(g[3]+g[1])/x-1,o[0]=E[1]*m/y,o[1]=C[1]*m/x,N&&(S.color=L[1],S.tickScale=o,S.dataAxis=n,S.screenOffset=a,f.drawArrays(f.TRIANGLES,B,N)),a[0]=(g[2]+g[0])/y-1,a[1]=2*(g[1]-E[0])/x-1,o[0]=C[0]*m/y,o[1]=E[0]*m/x,D&&(S.color=L[0],S.tickScale=o,S.dataAxis=r,S.screenOffset=a,f.drawArrays(f.TRIANGLES,O,D)),a[0]=2*(g[2]+E[3])/y-1,a[1]=(g[3]+g[1])/x-1,o[0]=E[3]*m/y,o[1]=C[3]*m/x,N&&(S.color=L[3],S.tickScale=o,S.dataAxis=n,S.screenOffset=a,f.drawArrays(f.TRIANGLES,B,N)),a[0]=(g[2]+g[0])/y-1,a[1]=2*(g[3]+E[2])/x-1,o[0]=C[2]*m/y,o[1]=E[2]*m/x,D&&(S.color=L[2],S.tickScale=o,S.dataAxis=r,S.screenOffset=a,f.drawArrays(f.TRIANGLES,O,D))}}(),d.update=(f=[1,1,-1,-1,1,-1],p=[1,-1,1,1,-1,-1],function(t){for(var e=t.ticks,r=t.bounds,n=new Float32Array(18*(e[0].length+e[1].length)),a=(this.plot.zeroLineEnable,0),i=[[],[]],o=0;o<2;++o)for(var s=i[o],l=e[o],c=r[o],u=r[o+2],h=0;h<l.length;++h){var d=(l[h].x-c)/(u-c);s.push(d);for(var g=0;g<6;++g)n[a++]=d,n[a++]=f[g],n[a++]=p[g]}this.ticks=i,this.vbo.update(n)}),d.dispose=function(){this.vbo.dispose(),this.shader.dispose(),this.tickShader.dispose()}},{\"./shaders\":295,\"binary-search-bounds\":94,\"gl-buffer\":254,\"gl-shader\":311}],294:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[-1,-1,-1,1,1,-1,1,1]),s=a(e,i.lineVert,i.lineFrag);return new o(t,r,s)};var n=t(\"gl-buffer\"),a=t(\"gl-shader\"),i=t(\"./shaders\");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawLine=(s=[0,0],l=[0,0],function(t,e,r,n,a,i){var o=this.plot,c=this.shader,u=o.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,c.uniforms.start=s,c.uniforms.end=l,c.uniforms.width=a*o.pixelRatio,c.uniforms.color=i,u.drawArrays(u.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":295,\"gl-buffer\":254,\"gl-shader\":311}],295:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),a=n([\"precision lowp float;\\n#define GLSLIFY 1\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = vec4(color.xyz * color.w, color.w);\\n}\\n\"]);e.exports={lineVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 start, end;\\nuniform float width;\\n\\nvec2 perp(vec2 v) {\\n  return vec2(v.y, -v.x);\\n}\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  vec2 delta = normalize(perp(start - end));\\n  vec2 offset = mix(start, end, 0.5 * (coord.y+1.0));\\n  gl_Position = vec4(screen(offset + 0.5 * width * delta * coord.x), 0, 1);\\n}\\n\"]),lineFrag:a,textVert:n([\"#define GLSLIFY 1\\nattribute vec3 textCoordinate;\\n\\nuniform vec2 dataScale, dataShift, dataAxis, screenOffset, textScale;\\nuniform float angle;\\n\\nvoid main() {\\n  float dataOffset  = textCoordinate.z;\\n  vec2 glyphOffset  = textCoordinate.xy;\\n  mat2 glyphMatrix = mat2(cos(angle), sin(angle), -sin(angle), cos(angle));\\n  vec2 screenCoordinate = dataAxis * (dataScale * dataOffset + dataShift) +\\n    glyphMatrix * glyphOffset * textScale + screenOffset;\\n  gl_Position = vec4(screenCoordinate, 0, 1);\\n}\\n\"]),textFrag:a,gridVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale;\\nuniform float lineWidth;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  pos += 10.0 * dataCoord.y * vec2(dataAxis.y, -dataAxis.x) + dataCoord.z * lineWidth;\\n  gl_Position = vec4(pos, 0, 1);\\n}\\n\"]),gridFrag:a,boxVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 lo, hi;\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  gl_Position = vec4(screen(mix(lo, hi, coord)), 0, 1);\\n}\\n\"]),tickVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale, screenOffset, tickScale;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  gl_Position = vec4(pos + tickScale*dataCoord.yz + screenOffset, 0, 1);\\n}\\n\"])}},{glslify:412}],296:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),i=a(e,s.textVert,s.textFrag);return new l(t,r,i)};var n=t(\"gl-buffer\"),a=t(\"gl-shader\"),i=t(\"text-cache\"),o=t(\"binary-search-bounds\"),s=t(\"./shaders\");function l(t,e,r){this.plot=t,this.vbo=e,this.shader=r,this.tickOffset=[[],[]],this.tickX=[[],[]],this.labelOffset=[0,0],this.labelCount=[0,0]}var c,u,h,f,p,d,g=l.prototype;g.drawTicks=(c=[0,0],u=[0,0],h=[0,0],function(t){var e=this.plot,r=this.shader,n=this.tickX[t],a=this.tickOffset[t],i=e.gl,s=e.viewBox,l=e.dataBox,f=e.screenBox,p=e.pixelRatio,d=e.tickEnable,g=e.tickPad,m=e.tickColor,v=e.tickAngle,y=e.labelEnable,x=e.labelPad,b=e.labelColor,_=e.labelAngle,w=this.labelOffset[t],T=this.labelCount[t],k=o.lt(n,l[t]),M=o.le(n,l[t+2]);c[0]=c[1]=0,c[t]=1,u[t]=(s[2+t]+s[t])/(f[2+t]-f[t])-1;var A=2/f[2+(1^t)]-f[1^t];u[1^t]=A*s[1^t]-1,d[t]&&(u[1^t]-=A*p*g[t],k<M&&a[M]>a[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=m[t],r.uniforms.angle=v[t],i.drawArrays(i.TRIANGLES,a[k],a[M]-a[k]))),y[t]&&T&&(u[1^t]-=A*p*x[t],r.uniforms.dataAxis=h,r.uniforms.screenOffset=u,r.uniforms.color=b[t],r.uniforms.angle=_[t],i.drawArrays(i.TRIANGLES,w,T)),u[1^t]=A*s[2+(1^t)]-1,d[t+2]&&(u[1^t]+=A*p*g[t+2],k<M&&a[M]>a[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=m[t+2],r.uniforms.angle=v[t+2],i.drawArrays(i.TRIANGLES,a[k],a[M]-a[k]))),y[t+2]&&T&&(u[1^t]+=A*p*x[t+2],r.uniforms.dataAxis=h,r.uniforms.screenOffset=u,r.uniforms.color=b[t+2],r.uniforms.angle=_[t+2],i.drawArrays(i.TRIANGLES,w,T))}),g.drawTitle=function(){var t=[0,0],e=[0,0];return function(){var r=this.plot,n=this.shader,a=r.gl,i=r.screenBox,o=r.titleCenter,s=r.titleAngle,l=r.titleColor,c=r.pixelRatio;if(this.titleCount){for(var u=0;u<2;++u)e[u]=2*(o[u]*c-i[u])/(i[2+u]-i[u])-1;n.bind(),n.uniforms.dataAxis=t,n.uniforms.screenOffset=e,n.uniforms.angle=s,n.uniforms.color=l,a.drawArrays(a.TRIANGLES,this.titleOffset,this.titleCount)}}}(),g.bind=(f=[0,0],p=[0,0],d=[0,0],function(){var t=this.plot,e=this.shader,r=t._tickBounds,n=t.dataBox,a=t.screenBox,i=t.viewBox;e.bind();for(var o=0;o<2;++o){var s=r[o],l=r[o+2]-s,c=.5*(n[o+2]+n[o]),u=n[o+2]-n[o],h=i[o],g=i[o+2]-h,m=a[o],v=a[o+2]-m;p[o]=2*l/u*g/v,f[o]=2*(s-c)/u*g/v}d[1]=2*t.pixelRatio/(a[3]-a[1]),d[0]=d[1]*(a[3]-a[1])/(a[2]-a[0]),e.uniforms.dataScale=p,e.uniforms.dataShift=f,e.uniforms.textScale=d,this.vbo.bind(),e.attributes.textCoordinate.pointer()}),g.update=function(t){var e,r,n,a,o,s=[],l=t.ticks,c=t.bounds;for(o=0;o<2;++o){var u=[Math.floor(s.length/3)],h=[-1/0],f=l[o];for(e=0;e<f.length;++e){var p=f[e],d=p.x,g=p.text,m=p.font||\"sans-serif\";a=p.fontSize||12;for(var v=1/(c[o+2]-c[o]),y=c[o],x=g.split(\"\\n\"),b=0;b<x.length;b++)for(n=i(m,x[b]).data,r=0;r<n.length;r+=2)s.push(n[r]*a,-n[r+1]*a-b*a*1.2,(d-y)*v);u.push(Math.floor(s.length/3)),h.push(d)}this.tickOffset[o]=u,this.tickX[o]=h}for(o=0;o<2;++o){for(this.labelOffset[o]=Math.floor(s.length/3),n=i(t.labelFont[o],t.labels[o],{textAlign:\"center\"}).data,a=t.labelSize[o],e=0;e<n.length;e+=2)s.push(n[e]*a,-n[e+1]*a,0);this.labelCount[o]=Math.floor(s.length/3)-this.labelOffset[o]}for(this.titleOffset=Math.floor(s.length/3),n=i(t.titleFont,t.title).data,a=t.titleSize,e=0;e<n.length;e+=2)s.push(n[e]*a,-n[e+1]*a,0);this.titleCount=Math.floor(s.length/3)-this.titleOffset,this.vbo.update(s)},g.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":295,\"binary-search-bounds\":94,\"gl-buffer\":254,\"gl-shader\":311,\"text-cache\":534}],297:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[e.drawingBufferWidth,e.drawingBufferHeight]),c=new l(e,r);return c.grid=a(c),c.text=i(c),c.line=o(c),c.box=s(c),c.update(t),c};var n=t(\"gl-select-static\"),a=t(\"./lib/grid\"),i=t(\"./lib/text\"),o=t(\"./lib/line\"),s=t(\"./lib/box\");function l(t,e){this.gl=t,this.pickBuffer=e,this.screenBox=[0,0,t.drawingBufferWidth,t.drawingBufferHeight],this.viewBox=[0,0,0,0],this.dataBox=[-10,-10,10,10],this.gridLineEnable=[!0,!0],this.gridLineWidth=[1,1],this.gridLineColor=[[0,0,0,1],[0,0,0,1]],this.pixelRatio=1,this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickEnable=[!0,!0,!0,!0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[15,15,15,15],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelEnable=[!0,!0,!0,!0],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.titleCenter=[0,0],this.titleEnable=!0,this.titleAngle=0,this.titleColor=[0,0,0,1],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[4,4],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderLineEnable=[!0,!0,!0,!0],this.borderLineWidth=[2,2,2,2],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.grid=null,this.text=null,this.line=null,this.box=null,this.objects=[],this.overlays=[],this._tickBounds=[1/0,1/0,-1/0,-1/0],this.static=!1,this.dirty=!1,this.pickDirty=!1,this.pickDelay=120,this.pickRadius=10,this._pickTimeout=null,this._drawPick=this.drawPick.bind(this),this._depthCounter=0}var c=l.prototype;function u(t){for(var e=t.slice(),r=0;r<e.length;++r)e[r]=e[r].slice();return e}function h(t,e){return t.x-e.x}c.setDirty=function(){this.dirty=this.pickDirty=!0},c.setOverlayDirty=function(){this.dirty=!0},c.nextDepthValue=function(){return this._depthCounter++/65536},c.draw=function(){var t=this.gl,e=this.screenBox,r=this.viewBox,n=this.dataBox,a=this.pixelRatio,i=this.grid,o=this.line,s=this.text,l=this.objects;if(this._depthCounter=0,this.pickDirty&&(this._pickTimeout&&clearTimeout(this._pickTimeout),this.pickDirty=!1,this._pickTimeout=setTimeout(this._drawPick,this.pickDelay)),this.dirty){if(this.dirty=!1,t.bindFramebuffer(t.FRAMEBUFFER,null),t.enable(t.SCISSOR_TEST),t.disable(t.DEPTH_TEST),t.depthFunc(t.LESS),t.depthMask(!1),t.enable(t.BLEND),t.blendEquation(t.FUNC_ADD,t.FUNC_ADD),t.blendFunc(t.ONE,t.ONE_MINUS_SRC_ALPHA),this.borderColor){t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]);var c=this.borderColor;t.clearColor(c[0]*c[3],c[1]*c[3],c[2]*c[3],c[3]),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT)}t.scissor(r[0],r[1],r[2]-r[0],r[3]-r[1]),t.viewport(r[0],r[1],r[2]-r[0],r[3]-r[1]);var u=this.backgroundColor;t.clearColor(u[0]*u[3],u[1]*u[3],u[2]*u[3],u[3]),t.clear(t.COLOR_BUFFER_BIT),i.draw();var h=this.zeroLineEnable,f=this.zeroLineColor,p=this.zeroLineWidth;if(h[0]||h[1]){o.bind();for(var d=0;d<2;++d)if(h[d]&&n[d]<=0&&n[d+2]>=0){var g=e[d]-n[d]*(e[d+2]-e[d])/(n[d+2]-n[d]);0===d?o.drawLine(g,e[1],g,e[3],p[d],f[d]):o.drawLine(e[0],g,e[2],g,p[d],f[d])}}for(d=0;d<l.length;++d)l[d].draw();t.viewport(e[0],e[1],e[2]-e[0],e[3]-e[1]),t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]),this.grid.drawTickMarks(),o.bind();var m=this.borderLineEnable,v=this.borderLineWidth,y=this.borderLineColor;for(m[1]&&o.drawLine(r[0],r[1]-.5*v[1]*a,r[0],r[3]+.5*v[3]*a,v[1],y[1]),m[0]&&o.drawLine(r[0]-.5*v[0]*a,r[1],r[2]+.5*v[2]*a,r[1],v[0],y[0]),m[3]&&o.drawLine(r[2],r[1]-.5*v[1]*a,r[2],r[3]+.5*v[3]*a,v[3],y[3]),m[2]&&o.drawLine(r[0]-.5*v[0]*a,r[3],r[2]+.5*v[2]*a,r[3],v[2],y[2]),s.bind(),d=0;d<2;++d)s.drawTicks(d);this.titleEnable&&s.drawTitle();var x=this.overlays;for(d=0;d<x.length;++d)x[d].draw();t.disable(t.SCISSOR_TEST),t.disable(t.BLEND),t.depthMask(!0)}},c.drawPick=function(){if(!this.static){var t=this.pickBuffer;this.gl,this._pickTimeout=null,t.begin();for(var e=1,r=this.objects,n=0;n<r.length;++n)e=r[n].drawPick(e);t.end()}},c.pick=function(t,e){if(!this.static){var r=this.pixelRatio,n=this.pickPixelRatio,a=this.viewBox,i=0|Math.round((t-a[0]/r)*n),o=0|Math.round((e-a[1]/r)*n),s=this.pickBuffer.query(i,o,this.pickRadius);if(!s)return null;for(var l=s.id+(s.value[0]<<8)+(s.value[1]<<16)+(s.value[2]<<24),c=this.objects,u=0;u<c.length;++u){var h=c[u].pick(i,o,l);if(h)return h}return null}},c.setScreenBox=function(t){var e=this.screenBox,r=this.pixelRatio;e[0]=0|Math.round(t[0]*r),e[1]=0|Math.round(t[1]*r),e[2]=0|Math.round(t[2]*r),e[3]=0|Math.round(t[3]*r),this.setDirty()},c.setDataBox=function(t){var e=this.dataBox;(e[0]!==t[0]||e[1]!==t[1]||e[2]!==t[2]||e[3]!==t[3])&&(e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],this.setDirty())},c.setViewBox=function(t){var e=this.pixelRatio,r=this.viewBox;r[0]=0|Math.round(t[0]*e),r[1]=0|Math.round(t[1]*e),r[2]=0|Math.round(t[2]*e),r[3]=0|Math.round(t[3]*e);var n=this.pickPixelRatio;this.pickBuffer.shape=[0|Math.round((t[2]-t[0])*n),0|Math.round((t[3]-t[1])*n)],this.setDirty()},c.update=function(t){t=t||{};var e=this.gl;this.pixelRatio=t.pixelRatio||1;var r=this.pixelRatio;this.pickPixelRatio=Math.max(r,1),this.setScreenBox(t.screenBox||[0,0,e.drawingBufferWidth/r,e.drawingBufferHeight/r]);this.screenBox;this.setViewBox(t.viewBox||[.125*(this.screenBox[2]-this.screenBox[0])/r,.125*(this.screenBox[3]-this.screenBox[1])/r,.875*(this.screenBox[2]-this.screenBox[0])/r,.875*(this.screenBox[3]-this.screenBox[1])/r]);var n=this.viewBox,a=(n[2]-n[0])/(n[3]-n[1]);this.setDataBox(t.dataBox||[-10,-10/a,10,10/a]),this.borderColor=!1!==t.borderColor&&(t.borderColor||[0,0,0,0]).slice(),this.backgroundColor=(t.backgroundColor||[0,0,0,0]).slice(),this.gridLineEnable=(t.gridLineEnable||[!0,!0]).slice(),this.gridLineWidth=(t.gridLineWidth||[1,1]).slice(),this.gridLineColor=u(t.gridLineColor||[[.5,.5,.5,1],[.5,.5,.5,1]]),this.zeroLineEnable=(t.zeroLineEnable||[!0,!0]).slice(),this.zeroLineWidth=(t.zeroLineWidth||[4,4]).slice(),this.zeroLineColor=u(t.zeroLineColor||[[0,0,0,1],[0,0,0,1]]),this.tickMarkLength=(t.tickMarkLength||[0,0,0,0]).slice(),this.tickMarkWidth=(t.tickMarkWidth||[0,0,0,0]).slice(),this.tickMarkColor=u(t.tickMarkColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.titleCenter=(t.titleCenter||[.5*(n[0]+n[2])/r,(n[3]+120)/r]).slice(),this.titleEnable=!(\"titleEnable\"in t)||!!t.titleEnable,this.titleAngle=t.titleAngle||0,this.titleColor=(t.titleColor||[0,0,0,1]).slice(),this.labelPad=(t.labelPad||[15,15,15,15]).slice(),this.labelAngle=(t.labelAngle||[0,Math.PI/2,0,3*Math.PI/2]).slice(),this.labelEnable=(t.labelEnable||[!0,!0,!0,!0]).slice(),this.labelColor=u(t.labelColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.tickPad=(t.tickPad||[15,15,15,15]).slice(),this.tickAngle=(t.tickAngle||[0,0,0,0]).slice(),this.tickEnable=(t.tickEnable||[!0,!0,!0,!0]).slice(),this.tickColor=u(t.tickColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.borderLineEnable=(t.borderLineEnable||[!0,!0,!0,!0]).slice(),this.borderLineWidth=(t.borderLineWidth||[2,2,2,2]).slice(),this.borderLineColor=u(t.borderLineColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]);var i=t.ticks||[[],[]],o=this._tickBounds;o[0]=o[1]=1/0,o[2]=o[3]=-1/0;for(var s=0;s<2;++s){var l=i[s].slice(0);0!==l.length&&(l.sort(h),o[s]=Math.min(o[s],l[0].x),o[s+2]=Math.max(o[s+2],l[l.length-1].x))}this.grid.update({bounds:o,ticks:i}),this.text.update({bounds:o,ticks:i,labels:t.labels||[\"x\",\"y\"],labelSize:t.labelSize||[12,12],labelFont:t.labelFont||[\"sans-serif\",\"sans-serif\"],title:t.title||\"\",titleSize:t.titleSize||18,titleFont:t.titleFont||\"sans-serif\"}),this.static=!!t.static,this.setDirty()},c.dispose=function(){this.box.dispose(),this.grid.dispose(),this.text.dispose(),this.line.dispose();for(var t=this.objects.length-1;t>=0;--t)this.objects[t].dispose();this.objects.length=0;for(t=this.overlays.length-1;t>=0;--t)this.overlays[t].dispose();this.overlays.length=0,this.gl=null},c.addObject=function(t){this.objects.indexOf(t)<0&&(this.objects.push(t),this.setDirty())},c.removeObject=function(t){for(var e=this.objects,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setDirty();break}},c.addOverlay=function(t){this.overlays.indexOf(t)<0&&(this.overlays.push(t),this.setOverlayDirty())},c.removeOverlay=function(t){for(var e=this.overlays,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setOverlayDirty();break}}},{\"./lib/box\":292,\"./lib/grid\":293,\"./lib/line\":294,\"./lib/text\":296,\"gl-select-static\":310}],298:[function(t,e,r){\"use strict\";e.exports=function(t,e){t=t||document.body,e=e||{};var r=[.01,1/0];\"distanceLimits\"in e&&(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]);\"zoomMin\"in e&&(r[0]=e.zoomMin);\"zoomMax\"in e&&(r[1]=e.zoomMax);var c=a({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||\"orbit\",distanceLimits:r}),u=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],h=0,f=t.clientWidth,p=t.clientHeight,d={keyBindingMode:\"rotate\",enableWheel:!0,view:c,element:t,delay:e.delay||16,rotateSpeed:e.rotateSpeed||1,zoomSpeed:e.zoomSpeed||1,translateSpeed:e.translateSpeed||1,flipX:!!e.flipX,flipY:!!e.flipY,modes:c.modes,_ortho:e._ortho||e.projection&&\"orthographic\"===e.projection.type||!1,tick:function(){var e=n(),r=this.delay,a=e-2*r;c.idle(e-r),c.recalcMatrix(a),c.flush(e-(100+2*r));for(var i=!0,o=c.computedMatrix,s=0;s<16;++s)i=i&&u[s]===o[s],u[s]=o[s];var l=t.clientWidth===f&&t.clientHeight===p;return f=t.clientWidth,p=t.clientHeight,i?!l:(h=Math.exp(c.computedRadius[0]),!0)},lookAt:function(t,e,r){c.lookAt(c.lastT(),t,e,r)},rotate:function(t,e,r){c.rotate(c.lastT(),t,e,r)},pan:function(t,e,r){c.pan(c.lastT(),t,e,r)},translate:function(t,e,r){c.translate(c.lastT(),t,e,r)}};return Object.defineProperties(d,{matrix:{get:function(){return c.computedMatrix},set:function(t){return c.setMatrix(c.lastT(),t),c.computedMatrix},enumerable:!0},mode:{get:function(){return c.getMode()},set:function(t){var e=c.computedUp.slice(),r=c.computedEye.slice(),a=c.computedCenter.slice();if(c.setMode(t),\"turntable\"===t){var i=n();c._active.lookAt(i,r,a,e),c._active.lookAt(i+500,r,a,[0,0,1]),c._active.flush(i)}return c.getMode()},enumerable:!0},center:{get:function(){return c.computedCenter},set:function(t){return c.lookAt(c.lastT(),null,t),c.computedCenter},enumerable:!0},eye:{get:function(){return c.computedEye},set:function(t){return c.lookAt(c.lastT(),t),c.computedEye},enumerable:!0},up:{get:function(){return c.computedUp},set:function(t){return c.lookAt(c.lastT(),null,null,t),c.computedUp},enumerable:!0},distance:{get:function(){return h},set:function(t){return c.setDistance(c.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return c.getDistanceLimits(r)},set:function(t){return c.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener(\"contextmenu\",(function(t){return t.preventDefault(),!1})),d._lastX=-1,d._lastY=-1,d._lastMods={shift:!1,control:!1,alt:!1,meta:!1},d.enableMouseListeners=function(){function e(e,r,a,i){var o=d.keyBindingMode;if(!1!==o){var s=\"rotate\"===o,l=\"pan\"===o,u=\"zoom\"===o,f=!!i.control,p=!!i.alt,g=!!i.shift,m=!!(1&e),v=!!(2&e),y=!!(4&e),x=1/t.clientHeight,b=x*(r-d._lastX),_=x*(a-d._lastY),w=d.flipX?1:-1,T=d.flipY?1:-1,k=Math.PI*d.rotateSpeed,M=n();if(-1!==d._lastX&&-1!==d._lastY&&((s&&m&&!f&&!p&&!g||m&&!f&&!p&&g)&&c.rotate(M,w*k*b,-T*k*_,0),(l&&m&&!f&&!p&&!g||v||m&&f&&!p&&!g)&&c.pan(M,-d.translateSpeed*b*h,d.translateSpeed*_*h,0),u&&m&&!f&&!p&&!g||y||m&&!f&&p&&!g)){var A=-d.zoomSpeed*_/window.innerHeight*(M-c.lastT())*100;c.pan(M,0,0,h*(Math.exp(A)-1))}return d._lastX=r,d._lastY=a,d._lastMods=i,!0}}d.mouseListener=i(t,e),t.addEventListener(\"touchstart\",(function(r){var n=s(r.changedTouches[0],t);e(0,n[0],n[1],d._lastMods),e(1,n[0],n[1],d._lastMods),r.preventDefault()}),!!l&&{passive:!1}),t.addEventListener(\"touchmove\",(function(r){var n=s(r.changedTouches[0],t);e(1,n[0],n[1],d._lastMods),r.preventDefault()}),!!l&&{passive:!1}),t.addEventListener(\"touchend\",(function(t){e(0,d._lastX,d._lastY,d._lastMods),t.preventDefault()}),!!l&&{passive:!1}),d.wheelListener=o(t,(function(t,e){if(!1!==d.keyBindingMode&&d.enableWheel){var r=d.flipX?1:-1,a=d.flipY?1:-1,i=n();if(Math.abs(t)>Math.abs(e))c.rotate(i,0,0,-t*r*Math.PI*d.rotateSpeed/window.innerWidth);else if(!d._ortho){var o=-d.zoomSpeed*a*e/window.innerHeight*(i-c.lastT())/20;c.pan(i,0,0,h*(Math.exp(o)-1))}}}),!0)},d.enableMouseListeners(),d};var n=t(\"right-now\"),a=t(\"3d-view\"),i=t(\"mouse-change\"),o=t(\"mouse-wheel\"),s=t(\"mouse-event-offset\"),l=t(\"has-passive-events\")},{\"3d-view\":54,\"has-passive-events\":414,\"mouse-change\":440,\"mouse-event-offset\":441,\"mouse-wheel\":443,\"right-now\":501}],299:[function(t,e,r){var n=t(\"glslify\"),a=t(\"gl-shader\"),i=n([\"precision mediump float;\\n#define GLSLIFY 1\\nattribute vec2 position;\\nvarying vec2 uv;\\nvoid main() {\\n  uv = position;\\n  gl_Position = vec4(position, 0, 1);\\n}\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D accumBuffer;\\nvarying vec2 uv;\\n\\nvoid main() {\\n  vec4 accum = texture2D(accumBuffer, 0.5 * (uv + 1.0));\\n  gl_FragColor = min(vec4(1,1,1,1), accum);\\n}\"]);e.exports=function(t){return a(t,i,o,null,[{name:\"position\",type:\"vec2\"}])}},{\"gl-shader\":311,glslify:412}],300:[function(t,e,r){\"use strict\";var n=t(\"./camera.js\"),a=t(\"gl-axes3d\"),i=t(\"gl-axes3d/properties\"),o=t(\"gl-spikes3d\"),s=t(\"gl-select-static\"),l=t(\"gl-fbo\"),c=t(\"a-big-triangle\"),u=t(\"mouse-change\"),h=t(\"gl-mat4/perspective\"),f=t(\"gl-mat4/ortho\"),p=t(\"./lib/shader\"),d=t(\"is-mobile\")({tablet:!0,featureDetect:!0});function g(){this.mouse=[-1,-1],this.screen=null,this.distance=1/0,this.index=null,this.dataCoordinate=null,this.dataPosition=null,this.object=null,this.data=null}function m(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(e<0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}if(e>0){r=Math.round(Math.pow(10,e));return Math.ceil(t/r)*r}return Math.ceil(t)}function v(t){return\"boolean\"!=typeof t||t}e.exports={createScene:function(t){(t=t||{}).camera=t.camera||{};var e=t.canvas;if(!e){if(e=document.createElement(\"canvas\"),t.container)t.container.appendChild(e);else document.body.appendChild(e)}var r=t.gl;r||(t.glOptions&&(d=!!t.glOptions.preserveDrawingBuffer),r=function(t,e){var r=null;try{(r=t.getContext(\"webgl\",e))||(r=t.getContext(\"experimental-webgl\",e))}catch(t){return null}return r}(e,t.glOptions||{premultipliedAlpha:!0,antialias:!0,preserveDrawingBuffer:d}));if(!r)throw new Error(\"webgl not supported\");var y=t.bounds||[[-10,-10,-10],[10,10,10]],x=new g,b=l(r,r.drawingBufferWidth,r.drawingBufferHeight,{preferFloat:!d}),_=p(r),w=t.cameraObject&&!0===t.cameraObject._ortho||t.camera.projection&&\"orthographic\"===t.camera.projection.type||!1,T={eye:t.camera.eye||[2,0,0],center:t.camera.center||[0,0,0],up:t.camera.up||[0,1,0],zoomMin:t.camera.zoomMax||.1,zoomMax:t.camera.zoomMin||100,mode:t.camera.mode||\"turntable\",_ortho:w},k=t.axes||{},M=a(r,k);M.enable=!k.disable;var A=t.spikes||{},S=o(r,A),E=[],C=[],L=[],P=[],I=!0,z=!0,O=new Array(16),D=new Array(16),R={view:null,projection:O,model:D,_ortho:!1},F=(z=!0,[r.drawingBufferWidth,r.drawingBufferHeight]),B=t.cameraObject||n(e,T),N={gl:r,contextLost:!1,pixelRatio:t.pixelRatio||1,canvas:e,selection:x,camera:B,axes:M,axesPixels:null,spikes:S,bounds:y,objects:E,shape:F,aspect:t.aspectRatio||[1,1,1],pickRadius:t.pickRadius||10,zNear:t.zNear||.01,zFar:t.zFar||1e3,fovy:t.fovy||Math.PI/4,clearColor:t.clearColor||[0,0,0,0],autoResize:v(t.autoResize),autoBounds:v(t.autoBounds),autoScale:!!t.autoScale,autoCenter:v(t.autoCenter),clipToBounds:v(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:R,oncontextloss:null,mouseListener:null,_stopped:!1,getAspectratio:function(){return{x:this.aspect[0],y:this.aspect[1],z:this.aspect[2]}},setAspectratio:function(t){this.aspect[0]=t.x,this.aspect[1]=t.y,this.aspect[2]=t.z,z=!0},setBounds:function(t,e){this.bounds[0][t]=e.min,this.bounds[1][t]=e.max},setClearColor:function(t){this.clearColor=t},clearRGBA:function(){this.gl.clearColor(this.clearColor[0],this.clearColor[1],this.clearColor[2],this.clearColor[3]),this.gl.clear(this.gl.COLOR_BUFFER_BIT|this.gl.DEPTH_BUFFER_BIT)}},j=[r.drawingBufferWidth/N.pixelRatio|0,r.drawingBufferHeight/N.pixelRatio|0];function U(){if(!N._stopped&&N.autoResize){var t=e.parentNode,r=1,n=1;t&&t!==document.body?(r=t.clientWidth,n=t.clientHeight):(r=window.innerWidth,n=window.innerHeight);var a=0|Math.ceil(r*N.pixelRatio),i=0|Math.ceil(n*N.pixelRatio);if(a!==e.width||i!==e.height){e.width=a,e.height=i;var o=e.style;o.position=o.position||\"absolute\",o.left=\"0px\",o.top=\"0px\",o.width=r+\"px\",o.height=n+\"px\",I=!0}}}N.autoResize&&U();function V(){for(var t=E.length,e=P.length,n=0;n<e;++n)L[n]=0;t:for(n=0;n<t;++n){var a=E[n],i=a.pickSlots;if(i){for(var o=0;o<e;++o)if(L[o]+i<255){C[n]=o,a.setPickBase(L[o]+1),L[o]+=i;continue t}var l=s(r,F);C[n]=e,P.push(l),L.push(i),a.setPickBase(1),e+=1}else C[n]=-1}for(;e>0&&0===L[e-1];)L.pop(),P.pop().dispose()}function q(){if(N.contextLost)return!0;r.isContextLost()&&(N.contextLost=!0,N.mouseListener.enabled=!1,N.selection.object=null,N.oncontextloss&&N.oncontextloss())}window.addEventListener(\"resize\",U),N.update=function(t){N._stopped||(t=t||{},I=!0,z=!0)},N.add=function(t){N._stopped||(t.axes=M,E.push(t),C.push(-1),I=!0,z=!0,V())},N.remove=function(t){if(!N._stopped){var e=E.indexOf(t);e<0||(E.splice(e,1),C.pop(),I=!0,z=!0,V())}},N.dispose=function(){if(!N._stopped&&(N._stopped=!0,window.removeEventListener(\"resize\",U),e.removeEventListener(\"webglcontextlost\",q),N.mouseListener.enabled=!1,!N.contextLost)){M.dispose(),S.dispose();for(var t=0;t<E.length;++t)E[t].dispose();b.dispose();for(t=0;t<P.length;++t)P[t].dispose();_.dispose(),r=null,M=null,S=null,E=[]}},N._mouseRotating=!1,N._prevButtons=0,N.enableMouseListeners=function(){N.mouseListener=u(e,(function(t,e,r){if(!N._stopped){var n=P.length,a=E.length,i=x.object;x.distance=1/0,x.mouse[0]=e,x.mouse[1]=r,x.object=null,x.screen=null,x.dataCoordinate=x.dataPosition=null;var o=!1;if(t&&N._prevButtons)N._mouseRotating=!0;else{N._mouseRotating&&(z=!0),N._mouseRotating=!1;for(var s=0;s<n;++s){var l=P[s].query(e,j[1]-r-1,N.pickRadius);if(l){if(l.distance>x.distance)continue;for(var c=0;c<a;++c){var u=E[c];if(C[c]===s){var h=u.pick(l);h&&(x.buttons=t,x.screen=l.coord,x.distance=l.distance,x.object=u,x.index=h.distance,x.dataPosition=h.position,x.dataCoordinate=h.dataCoordinate,x.data=h,o=!0)}}}}}i&&i!==x.object&&(i.highlight&&i.highlight(null),I=!0),x.object&&(x.object.highlight&&x.object.highlight(x.data),I=!0),(o=o||x.object!==i)&&N.onselect&&N.onselect(x),1&t&&!(1&N._prevButtons)&&N.onclick&&N.onclick(x),N._prevButtons=t}}))},e.addEventListener(\"webglcontextlost\",q);var H=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],G=[H[0].slice(),H[1].slice()];function Y(){if(!q()){U();var t=N.camera.tick();R.view=N.camera.matrix,I=I||t,z=z||t,M.pixelRatio=N.pixelRatio,S.pixelRatio=N.pixelRatio;var e=E.length,n=H[0],a=H[1];n[0]=n[1]=n[2]=1/0,a[0]=a[1]=a[2]=-1/0;for(var o=0;o<e;++o){(L=E[o]).pixelRatio=N.pixelRatio,L.axes=N.axes,I=I||!!L.dirty,z=z||!!L.dirty;var s=L.bounds;if(s)for(var l=s[0],u=s[1],p=0;p<3;++p)n[p]=Math.min(n[p],l[p]),a[p]=Math.max(a[p],u[p])}var d=N.bounds;if(N.autoBounds)for(p=0;p<3;++p){if(a[p]<n[p])n[p]=-1,a[p]=1;else{n[p]===a[p]&&(n[p]-=1,a[p]+=1);var g=.05*(a[p]-n[p]);n[p]=n[p]-g,a[p]=a[p]+g}d[0][p]=n[p],d[1][p]=a[p]}var v=!1;for(p=0;p<3;++p)v=v||G[0][p]!==d[0][p]||G[1][p]!==d[1][p],G[0][p]=d[0][p],G[1][p]=d[1][p];if(z=z||v,I=I||v){if(v){var y=[0,0,0];for(o=0;o<3;++o)y[o]=m((d[1][o]-d[0][o])/10);M.autoTicks?M.update({bounds:d,tickSpacing:y}):M.update({bounds:d})}var T=r.drawingBufferWidth,k=r.drawingBufferHeight;F[0]=T,F[1]=k,j[0]=0|Math.max(T/N.pixelRatio,1),j[1]=0|Math.max(k/N.pixelRatio,1),function(t,e){var r=t.bounds,n=t.cameraParams,a=n.projection,i=n.model,o=t.gl.drawingBufferWidth,s=t.gl.drawingBufferHeight,l=t.zNear,c=t.zFar,u=t.fovy,p=o/s;e?(f(a,-p,p,-1,1,l,c),n._ortho=!0):(h(a,u,p,l,c),n._ortho=!1);for(var d=0;d<16;++d)i[d]=0;i[15]=1;var g=0;for(d=0;d<3;++d)g=Math.max(g,r[1][d]-r[0][d]);for(d=0;d<3;++d)t.autoScale?i[5*d]=t.aspect[d]/(r[1][d]-r[0][d]):i[5*d]=1/g,t.autoCenter&&(i[12+d]=.5*-i[5*d]*(r[0][d]+r[1][d]))}(N,w);for(o=0;o<e;++o){(L=E[o]).axesBounds=d,N.clipToBounds&&(L.clipBounds=d)}x.object&&(N.snapToData?S.position=x.dataCoordinate:S.position=x.dataPosition,S.bounds=d),z&&(z=!1,function(){if(!q()){r.colorMask(!0,!0,!0,!0),r.depthMask(!0),r.disable(r.BLEND),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL);for(var t=E.length,e=P.length,n=0;n<e;++n){var a=P[n];a.shape=j,a.begin();for(var i=0;i<t;++i)if(C[i]===n){var o=E[i];o.drawPick&&(o.pixelRatio=1,o.drawPick(R))}a.end()}}}()),N.axesPixels=i(N.axes,R,T,k),N.onrender&&N.onrender(),r.bindFramebuffer(r.FRAMEBUFFER,null),r.viewport(0,0,T,k),N.clearRGBA(),r.depthMask(!0),r.colorMask(!0,!0,!0,!0),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL),r.disable(r.BLEND),r.disable(r.CULL_FACE);var A=!1;M.enable&&(A=A||M.isTransparent(),M.draw(R)),S.axes=M,x.object&&S.draw(R),r.disable(r.CULL_FACE);for(o=0;o<e;++o){(L=E[o]).axes=M,L.pixelRatio=N.pixelRatio,L.isOpaque&&L.isOpaque()&&L.draw(R),L.isTransparent&&L.isTransparent()&&(A=!0)}if(A){b.shape=F,b.bind(),r.clear(r.DEPTH_BUFFER_BIT),r.colorMask(!1,!1,!1,!1),r.depthMask(!0),r.depthFunc(r.LESS),M.enable&&M.isTransparent()&&M.drawTransparent(R);for(o=0;o<e;++o){(L=E[o]).isOpaque&&L.isOpaque()&&L.draw(R)}r.enable(r.BLEND),r.blendEquation(r.FUNC_ADD),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.colorMask(!0,!0,!0,!0),r.depthMask(!1),r.clearColor(0,0,0,0),r.clear(r.COLOR_BUFFER_BIT),M.isTransparent()&&M.drawTransparent(R);for(o=0;o<e;++o){var L;(L=E[o]).isTransparent&&L.isTransparent()&&L.drawTransparent(R)}r.bindFramebuffer(r.FRAMEBUFFER,null),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.disable(r.DEPTH_TEST),_.bind(),b.color[0].bind(0),_.uniforms.accumBuffer=0,c(r),r.disable(r.BLEND)}I=!1;for(o=0;o<e;++o)E[o].dirty=!1}}}return N.enableMouseListeners(),function t(){if(N._stopped||N.contextLost)return;Y(),requestAnimationFrame(t)}(),N.redraw=function(){N._stopped||(I=!0,Y())},N},createCamera:n}},{\"./camera.js\":298,\"./lib/shader\":299,\"a-big-triangle\":62,\"gl-axes3d\":246,\"gl-axes3d/properties\":253,\"gl-fbo\":262,\"gl-mat4/ortho\":279,\"gl-mat4/perspective\":280,\"gl-select-static\":310,\"gl-spikes3d\":320,\"is-mobile\":424,\"mouse-change\":440}],301:[function(t,e,r){var n=t(\"glslify\");r.pointVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform float pointCloud;\\n\\nhighp float rand(vec2 co) {\\n  highp float a = 12.9898;\\n  highp float b = 78.233;\\n  highp float c = 43758.5453;\\n  highp float d = dot(co.xy, vec2(a, b));\\n  highp float e = mod(d, 3.14);\\n  return fract(sin(e) * c);\\n}\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n    // if we don't jitter the point size a bit, overall point cloud\\n    // saturation 'jumps' on zooming, which is disturbing and confusing\\n  gl_PointSize = pointSize * ((19.5 + rand(position)) / 20.0);\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    // get the same square surface as circle would be\\n    gl_PointSize *= 0.886;\\n  }\\n}\"]),r.pointFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color, borderColor;\\nuniform float centerFraction;\\nuniform float pointCloud;\\n\\nvoid main() {\\n  float radius;\\n  vec4 baseColor;\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    if(centerFraction == 1.0) {\\n      gl_FragColor = color;\\n    } else {\\n      gl_FragColor = mix(borderColor, color, centerFraction);\\n    }\\n  } else {\\n    radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n    if(radius > 1.0) {\\n      discard;\\n    }\\n    baseColor = mix(borderColor, color, step(radius, centerFraction));\\n    gl_FragColor = vec4(baseColor.rgb * baseColor.a, baseColor.a);\\n  }\\n}\\n\"]),r.pickVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform vec4 pickOffset;\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n  gl_PointSize = pointSize;\\n\\n  vec4 id = pickId + pickOffset;\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  fragId = id;\\n}\\n\"]),r.pickFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  float radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n  if(radius > 1.0) {\\n    discard;\\n  }\\n  gl_FragColor = fragId / 255.0;\\n}\\n\"])},{glslify:412}],302:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),a=t(\"gl-buffer\"),i=t(\"typedarray-pool\"),o=t(\"./lib/shader\");function s(t,e,r,n,a){this.plot=t,this.offsetBuffer=e,this.pickBuffer=r,this.shader=n,this.pickShader=a,this.sizeMin=.5,this.sizeMinCap=2,this.sizeMax=20,this.areaRatio=1,this.pointCount=0,this.color=[1,0,0,1],this.borderColor=[0,0,0,1],this.blend=!1,this.pickOffset=0,this.points=null}e.exports=function(t,e){var r=t.gl,i=a(r),l=a(r),c=n(r,o.pointVertex,o.pointFragment),u=n(r,o.pickVertex,o.pickFragment),h=new s(t,i,l,c,u);return h.update(e),t.addObject(h),h};var l,c,u=s.prototype;u.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.offsetBuffer.dispose(),this.pickBuffer.dispose(),this.plot.removeObject(this)},u.update=function(t){var e;function r(e,r){return e in t?t[e]:r}t=t||{},this.sizeMin=r(\"sizeMin\",.5),this.sizeMax=r(\"sizeMax\",20),this.color=r(\"color\",[1,0,0,1]).slice(),this.areaRatio=r(\"areaRatio\",1),this.borderColor=r(\"borderColor\",[0,0,0,1]).slice(),this.blend=r(\"blend\",!1);var n=t.positions.length>>>1,a=t.positions instanceof Float32Array,o=t.idToIndex instanceof Int32Array&&t.idToIndex.length>=n,s=t.positions,l=a?s:i.mallocFloat32(s.length),c=o?t.idToIndex:i.mallocInt32(n);if(a||l.set(s),!o)for(l.set(s),e=0;e<n;e++)c[e]=e;this.points=s,this.offsetBuffer.update(l),this.pickBuffer.update(c),a||i.free(l),o||i.free(c),this.pointCount=n,this.pickOffset=0},u.unifiedDraw=(l=[1,0,0,0,1,0,0,0,1],c=[0,0,0,0],function(t){var e=void 0!==t,r=e?this.pickShader:this.shader,n=this.plot.gl,a=this.plot.dataBox;if(0===this.pointCount)return t;var i=a[2]-a[0],o=a[3]-a[1],s=function(t,e){var r,n=0,a=t.length>>>1;for(r=0;r<a;r++){var i=t[2*r],o=t[2*r+1];i>=e[0]&&i<=e[2]&&o>=e[1]&&o<=e[3]&&n++}return n}(this.points,a),u=this.plot.pickPixelRatio*Math.max(Math.min(this.sizeMinCap,this.sizeMin),Math.min(this.sizeMax,this.sizeMax/Math.pow(s,.33333)));l[0]=2/i,l[4]=2/o,l[6]=-2*a[0]/i-1,l[7]=-2*a[1]/o-1,this.offsetBuffer.bind(),r.bind(),r.attributes.position.pointer(),r.uniforms.matrix=l,r.uniforms.color=this.color,r.uniforms.borderColor=this.borderColor,r.uniforms.pointCloud=u<5,r.uniforms.pointSize=u,r.uniforms.centerFraction=Math.min(1,Math.max(0,Math.sqrt(1-this.areaRatio))),e&&(c[0]=255&t,c[1]=t>>8&255,c[2]=t>>16&255,c[3]=t>>24&255,this.pickBuffer.bind(),r.attributes.pickId.pointer(n.UNSIGNED_BYTE),r.uniforms.pickOffset=c,this.pickOffset=t);var h=n.getParameter(n.BLEND),f=n.getParameter(n.DITHER);return h&&!this.blend&&n.disable(n.BLEND),f&&n.disable(n.DITHER),n.drawArrays(n.POINTS,0,this.pointCount),h&&!this.blend&&n.enable(n.BLEND),f&&n.enable(n.DITHER),t+this.pointCount}),u.draw=u.unifiedDraw,u.drawPick=u.unifiedDraw,u.pick=function(t,e,r){var n=this.pickOffset,a=this.pointCount;if(r<n||r>=n+a)return null;var i=r-n,o=this.points;return{object:this,pointId:i,dataCoord:[o[2*i],o[2*i+1]]}}},{\"./lib/shader\":301,\"gl-buffer\":254,\"gl-shader\":311,\"typedarray-pool\":554}],303:[function(t,e,r){e.exports=function(t,e,r,n){var a,i,o,s,l,c=e[0],u=e[1],h=e[2],f=e[3],p=r[0],d=r[1],g=r[2],m=r[3];(i=c*p+u*d+h*g+f*m)<0&&(i=-i,p=-p,d=-d,g=-g,m=-m);1-i>1e-6?(a=Math.acos(i),o=Math.sin(a),s=Math.sin((1-n)*a)/o,l=Math.sin(n*a)/o):(s=1-n,l=n);return t[0]=s*c+l*p,t[1]=s*u+l*d,t[2]=s*h+l*g,t[3]=s*f+l*m,t}},{}],304:[function(t,e,r){\"use strict\";e.exports=function(t){return t||0===t?t.toString():\"\"}},{}],305:[function(t,e,r){\"use strict\";var n=t(\"vectorize-text\");e.exports=function(t,e,r){var i=a[e];i||(i=a[e]={});if(t in i)return i[t];var o={textAlign:\"center\",textBaseline:\"middle\",lineHeight:1,font:e,lineSpacing:1.25,styletags:{breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},triangles:!0},s=n(t,o);o.triangles=!1;var l,c,u=n(t,o);if(r&&1!==r){for(l=0;l<s.positions.length;++l)for(c=0;c<s.positions[l].length;++c)s.positions[l][c]/=r;for(l=0;l<u.positions.length;++l)for(c=0;c<u.positions[l].length;++c)u.positions[l][c]/=r}var h=[[1/0,1/0],[-1/0,-1/0]],f=u.positions.length;for(l=0;l<f;++l){var p=u.positions[l];for(c=0;c<2;++c)h[0][c]=Math.min(h[0][c],p[c]),h[1][c]=Math.max(h[1][c],p[c])}return i[t]=[s,u,h]};var a={}},{\"vectorize-text\":559}],306:[function(t,e,r){var n=t(\"gl-shader\"),a=t(\"glslify\"),i=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform vec4 highlightId;\\nuniform float highlightScale;\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = 1.0;\\n    if(distance(highlightId, id) < 0.0001) {\\n      scale = highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1);\\n    vec4 viewPosition = view * worldPosition;\\n    viewPosition = viewPosition / viewPosition.w;\\n    vec4 clipPosition = projection * (viewPosition + scale * vec4(glyph.x, -glyph.y, 0, 0));\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),o=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float highlightScale, pixelRatio;\\nuniform vec4 highlightId;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = pixelRatio;\\n    if(distance(highlightId.bgr, id.bgr) < 0.001) {\\n      scale *= highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1.0);\\n    vec4 viewPosition = view * worldPosition;\\n    vec4 clipPosition = projection * viewPosition;\\n    clipPosition /= clipPosition.w;\\n\\n    gl_Position = clipPosition + vec4(screenSize * scale * vec2(glyph.x, -glyph.y), 0.0, 0.0);\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),s=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform float highlightScale;\\nuniform vec4 highlightId;\\nuniform vec3 axes[2];\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float scale, pixelRatio;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float lscale = pixelRatio * scale;\\n    if(distance(highlightId, id) < 0.0001) {\\n      lscale *= highlightScale;\\n    }\\n\\n    vec4 clipCenter   = projection * view * model * vec4(position, 1);\\n    vec3 dataPosition = position + 0.5*lscale*(axes[0] * glyph.x + axes[1] * glyph.y) * clipCenter.w * screenSize.y;\\n    vec4 clipPosition = projection * view * model * vec4(dataPosition, 1);\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = dataPosition;\\n  }\\n}\\n\"]),l=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float opacity;\\n\\nvarying vec4 interpColor;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (\\n    outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate) ||\\n    interpColor.a * opacity == 0.\\n  ) discard;\\n  gl_FragColor = interpColor * opacity;\\n}\\n\"]),c=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float pickGroup;\\n\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate)) discard;\\n\\n  gl_FragColor = vec4(pickGroup, pickId.bgr);\\n}\"]),u=[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"glyph\",type:\"vec2\"},{name:\"id\",type:\"vec4\"}],h={vertex:i,fragment:l,attributes:u},f={vertex:o,fragment:l,attributes:u},p={vertex:s,fragment:l,attributes:u},d={vertex:i,fragment:c,attributes:u},g={vertex:o,fragment:c,attributes:u},m={vertex:s,fragment:c,attributes:u};function v(t,e){var r=n(t,e),a=r.attributes;return a.position.location=0,a.color.location=1,a.glyph.location=2,a.id.location=3,r}r.createPerspective=function(t){return v(t,h)},r.createOrtho=function(t){return v(t,f)},r.createProject=function(t){return v(t,p)},r.createPickPerspective=function(t){return v(t,d)},r.createPickOrtho=function(t){return v(t,g)},r.createPickProject=function(t){return v(t,m)}},{\"gl-shader\":311,glslify:412}],307:[function(t,e,r){\"use strict\";var n=t(\"is-string-blank\"),a=t(\"gl-buffer\"),i=t(\"gl-vao\"),o=t(\"typedarray-pool\"),s=t(\"gl-mat4/multiply\"),l=t(\"./lib/shaders\"),c=t(\"./lib/glyphs\"),u=t(\"./lib/get-simple-string\"),h=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function f(t,e){var r=t[0],n=t[1],a=t[2],i=t[3];return t[0]=e[0]*r+e[4]*n+e[8]*a+e[12]*i,t[1]=e[1]*r+e[5]*n+e[9]*a+e[13]*i,t[2]=e[2]*r+e[6]*n+e[10]*a+e[14]*i,t[3]=e[3]*r+e[7]*n+e[11]*a+e[15]*i,t}function p(t,e,r,n){return f(n,n),f(n,n),f(n,n)}function d(t,e){this.index=t,this.dataCoordinate=this.position=e}function g(t){return!0===t||t>1?1:t}function m(t,e,r,n,a,i,o,s,l,c,u,h){this.gl=t,this.pixelRatio=1,this.shader=e,this.orthoShader=r,this.projectShader=n,this.pointBuffer=a,this.colorBuffer=i,this.glyphBuffer=o,this.idBuffer=s,this.vao=l,this.vertexCount=0,this.lineVertexCount=0,this.opacity=1,this.hasAlpha=!1,this.lineWidth=0,this.projectScale=[2/3,2/3,2/3],this.projectOpacity=[1,1,1],this.projectHasAlpha=!1,this.pickId=0,this.pickPerspectiveShader=c,this.pickOrthoShader=u,this.pickProjectShader=h,this.points=[],this._selectResult=new d(0,[0,0,0]),this.useOrtho=!0,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.axesProject=[!0,!0,!0],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.highlightId=[1,1,1,1],this.highlightScale=2,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.dirty=!0}e.exports=function(t){var e=t.gl,r=l.createPerspective(e),n=l.createOrtho(e),o=l.createProject(e),s=l.createPickPerspective(e),c=l.createPickOrtho(e),u=l.createPickProject(e),h=a(e),f=a(e),p=a(e),d=a(e),g=i(e,[{buffer:h,size:3,type:e.FLOAT},{buffer:f,size:4,type:e.FLOAT},{buffer:p,size:2,type:e.FLOAT},{buffer:d,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),v=new m(e,r,n,o,h,f,p,d,g,s,c,u);return v.update(t),v};var v=m.prototype;v.pickSlots=1,v.setPickBase=function(t){this.pickId=t},v.isTransparent=function(){if(this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&this.projectHasAlpha)return!0;return!1},v.isOpaque=function(){if(!this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&!this.projectHasAlpha)return!0;return!1};var y=[0,0],x=[0,0,0],b=[0,0,0],_=[0,0,0,1],w=[0,0,0,1],T=h.slice(),k=[0,0,0],M=[[0,0,0],[0,0,0]];function A(t){return t[0]=t[1]=t[2]=0,t}function S(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function E(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}function C(t,e,r,n){var a,i=e.axesProject,o=e.gl,l=t.uniforms,c=r.model||h,u=r.view||h,f=r.projection||h,d=e.axesBounds,g=function(t){for(var e=M,r=0;r<2;++r)for(var n=0;n<3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}(e.clipBounds);a=e.axes&&e.axes.lastCubeProps?e.axes.lastCubeProps.axis:[1,1,1],y[0]=2/o.drawingBufferWidth,y[1]=2/o.drawingBufferHeight,t.bind(),l.view=u,l.projection=f,l.screenSize=y,l.highlightId=e.highlightId,l.highlightScale=e.highlightScale,l.clipBounds=g,l.pickGroup=e.pickId/255,l.pixelRatio=n;for(var m=0;m<3;++m)if(i[m]){l.scale=e.projectScale[m],l.opacity=e.projectOpacity[m];for(var v=T,C=0;C<16;++C)v[C]=0;for(C=0;C<4;++C)v[5*C]=1;v[5*m]=0,a[m]<0?v[12+m]=d[0][m]:v[12+m]=d[1][m],s(v,c,v),l.model=v;var L=(m+1)%3,P=(m+2)%3,I=A(x),z=A(b);I[L]=1,z[P]=1;var O=p(0,0,0,S(_,I)),D=p(0,0,0,S(w,z));if(Math.abs(O[1])>Math.abs(D[1])){var R=O;O=D,D=R,R=I,I=z,z=R;var F=L;L=P,P=F}O[0]<0&&(I[L]=-1),D[1]>0&&(z[P]=-1);var B=0,N=0;for(C=0;C<4;++C)B+=Math.pow(c[4*L+C],2),N+=Math.pow(c[4*P+C],2);I[L]/=Math.sqrt(B),z[P]/=Math.sqrt(N),l.axes[0]=I,l.axes[1]=z,l.fragClipBounds[0]=E(k,g[0],m,-1e8),l.fragClipBounds[1]=E(k,g[1],m,1e8),e.vao.bind(),e.vao.draw(o.TRIANGLES,e.vertexCount),e.lineWidth>0&&(o.lineWidth(e.lineWidth*n),e.vao.draw(o.LINES,e.lineVertexCount,e.vertexCount)),e.vao.unbind()}}var L=[[-1e8,-1e8,-1e8],[1e8,1e8,1e8]];function P(t,e,r,n,a,i,o){var s=r.gl;if((i===r.projectHasAlpha||o)&&C(e,r,n,a),i===r.hasAlpha||o){t.bind();var l=t.uniforms;l.model=n.model||h,l.view=n.view||h,l.projection=n.projection||h,y[0]=2/s.drawingBufferWidth,y[1]=2/s.drawingBufferHeight,l.screenSize=y,l.highlightId=r.highlightId,l.highlightScale=r.highlightScale,l.fragClipBounds=L,l.clipBounds=r.axes.bounds,l.opacity=r.opacity,l.pickGroup=r.pickId/255,l.pixelRatio=a,r.vao.bind(),r.vao.draw(s.TRIANGLES,r.vertexCount),r.lineWidth>0&&(s.lineWidth(r.lineWidth*a),r.vao.draw(s.LINES,r.lineVertexCount,r.vertexCount)),r.vao.unbind()}}function I(t,e,r,a){var i;i=Array.isArray(t)?e<t.length?t[e]:void 0:t,i=u(i);var o=!0;n(i)&&(i=\"\\u25bc\",o=!1);var s=c(i,r,a);return{mesh:s[0],lines:s[1],bounds:s[2],visible:o}}v.draw=function(t){P(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!1,!1)},v.drawTransparent=function(t){P(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!0,!1)},v.drawPick=function(t){P(this.useOrtho?this.pickOrthoShader:this.pickPerspectiveShader,this.pickProjectShader,this,t,1,!0,!0)},v.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[2]+(t.value[1]<<8)+(t.value[0]<<16);if(e>=this.pointCount||e<0)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var a=0;a<3;++a)n.position[a]=n.dataCoordinate[a]=r[a];return n},v.highlight=function(t){if(t){var e=t.index,r=255&e,n=e>>8&255,a=e>>16&255;this.highlightId=[r/255,n/255,a/255,0]}else this.highlightId=[1,1,1,1]},v.update=function(t){if(\"perspective\"in(t=t||{})&&(this.useOrtho=!t.perspective),\"orthographic\"in t&&(this.useOrtho=!!t.orthographic),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"project\"in t)if(Array.isArray(t.project))this.axesProject=t.project;else{var e=!!t.project;this.axesProject=[e,e,e]}if(\"projectScale\"in t)if(Array.isArray(t.projectScale))this.projectScale=t.projectScale.slice();else{var r=+t.projectScale;this.projectScale=[r,r,r]}if(this.projectHasAlpha=!1,\"projectOpacity\"in t){if(Array.isArray(t.projectOpacity))this.projectOpacity=t.projectOpacity.slice();else{r=+t.projectOpacity;this.projectOpacity=[r,r,r]}for(var n=0;n<3;++n)this.projectOpacity[n]=g(this.projectOpacity[n]),this.projectOpacity[n]<1&&(this.projectHasAlpha=!0)}this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=g(t.opacity),this.opacity<1&&(this.hasAlpha=!0)),this.dirty=!0;var a,i,s=t.position,l=t.font||\"normal\",c=t.alignment||[0,0];if(2===c.length)a=c[0],i=c[1];else{a=[],i=[];for(n=0;n<c.length;++n)a[n]=c[n][0],i[n]=c[n][1]}var u=[1/0,1/0,1/0],h=[-1/0,-1/0,-1/0],f=t.glyph,p=t.color,d=t.size,m=t.angle,v=t.lineColor,y=-1,x=0,b=0,_=0;if(s.length){_=s.length;t:for(n=0;n<_;++n){for(var w=s[n],T=0;T<3;++T)if(isNaN(w[T])||!isFinite(w[T]))continue t;var k=(N=I(f,n,l,this.pixelRatio)).mesh,M=N.lines,A=N.bounds;x+=3*k.cells.length,b+=2*M.edges.length}}var S=x+b,E=o.mallocFloat(3*S),C=o.mallocFloat(4*S),L=o.mallocFloat(2*S),P=o.mallocUint32(S);if(S>0){var z=0,O=x,D=[0,0,0,1],R=[0,0,0,1],F=Array.isArray(p)&&Array.isArray(p[0]),B=Array.isArray(v)&&Array.isArray(v[0]);t:for(n=0;n<_;++n){y+=1;for(w=s[n],T=0;T<3;++T){if(isNaN(w[T])||!isFinite(w[T]))continue t;h[T]=Math.max(h[T],w[T]),u[T]=Math.min(u[T],w[T])}k=(N=I(f,n,l,this.pixelRatio)).mesh,M=N.lines,A=N.bounds;var N,j=N.visible;if(j)if(Array.isArray(p)){if(3===(U=F?n<p.length?p[n]:[0,0,0,0]:p).length){for(T=0;T<3;++T)D[T]=U[T];D[3]=1}else if(4===U.length){for(T=0;T<4;++T)D[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else D[0]=D[1]=D[2]=0,D[3]=1;else D=[1,1,1,0];if(j)if(Array.isArray(v)){var U;if(3===(U=B?n<v.length?v[n]:[0,0,0,0]:v).length){for(T=0;T<3;++T)R[T]=U[T];R[T]=1}else if(4===U.length){for(T=0;T<4;++T)R[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else R[0]=R[1]=R[2]=0,R[3]=1;else R=[1,1,1,0];var V=.5;j?Array.isArray(d)?V=n<d.length?+d[n]:12:d?V=+d:this.useOrtho&&(V=12):V=0;var q=0;Array.isArray(m)?q=n<m.length?+m[n]:0:m&&(q=+m);var H=Math.cos(q),G=Math.sin(q);for(w=s[n],T=0;T<3;++T)h[T]=Math.max(h[T],w[T]),u[T]=Math.min(u[T],w[T]);var Y=a,W=i;Y=0;Array.isArray(a)?Y=n<a.length?a[n]:0:a&&(Y=a);W=0;Array.isArray(i)?W=n<i.length?i[n]:0:i&&(W=i);var Z=[Y*=Y>0?1-A[0][0]:Y<0?1+A[1][0]:1,W*=W>0?1-A[0][1]:W<0?1+A[1][1]:1],X=k.cells||[],J=k.positions||[];for(T=0;T<X.length;++T)for(var K=X[T],Q=0;Q<3;++Q){for(var $=0;$<3;++$)E[3*z+$]=w[$];for($=0;$<4;++$)C[4*z+$]=D[$];P[z]=y;var tt=J[K[Q]];L[2*z]=V*(H*tt[0]-G*tt[1]+Z[0]),L[2*z+1]=V*(G*tt[0]+H*tt[1]+Z[1]),z+=1}for(X=M.edges,J=M.positions,T=0;T<X.length;++T)for(K=X[T],Q=0;Q<2;++Q){for($=0;$<3;++$)E[3*O+$]=w[$];for($=0;$<4;++$)C[4*O+$]=R[$];P[O]=y;tt=J[K[Q]];L[2*O]=V*(H*tt[0]-G*tt[1]+Z[0]),L[2*O+1]=V*(G*tt[0]+H*tt[1]+Z[1]),O+=1}}}this.bounds=[u,h],this.points=s,this.pointCount=s.length,this.vertexCount=x,this.lineVertexCount=b,this.pointBuffer.update(E),this.colorBuffer.update(C),this.glyphBuffer.update(L),this.idBuffer.update(P),o.free(E),o.free(C),o.free(L),o.free(P)},v.dispose=function(){this.shader.dispose(),this.orthoShader.dispose(),this.pickPerspectiveShader.dispose(),this.pickOrthoShader.dispose(),this.vao.dispose(),this.pointBuffer.dispose(),this.colorBuffer.dispose(),this.glyphBuffer.dispose(),this.idBuffer.dispose()}},{\"./lib/get-simple-string\":304,\"./lib/glyphs\":305,\"./lib/shaders\":306,\"gl-buffer\":254,\"gl-mat4/multiply\":278,\"gl-vao\":331,\"is-string-blank\":427,\"typedarray-pool\":554}],308:[function(t,e,r){\"use strict\";var n=t(\"glslify\");r.boxVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 vertex;\\n\\nuniform vec2 cornerA, cornerB;\\n\\nvoid main() {\\n  gl_Position = vec4(mix(cornerA, cornerB, vertex), 0, 1);\\n}\\n\"]),r.boxFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\n\\nvoid main() {\\n  gl_FragColor = color;\\n}\\n\"])},{glslify:412}],309:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),a=t(\"gl-buffer\"),i=t(\"./lib/shaders\");function o(t,e,r){this.plot=t,this.boxBuffer=e,this.boxShader=r,this.enabled=!0,this.selectBox=[1/0,1/0,-1/0,-1/0],this.borderColor=[0,0,0,1],this.innerFill=!1,this.innerColor=[0,0,0,.25],this.outerFill=!0,this.outerColor=[0,0,0,.5],this.borderWidth=10}e.exports=function(t,e){var r=t.gl,s=a(r,[0,0,0,1,1,0,1,1]),l=n(r,i.boxVertex,i.boxFragment),c=new o(t,s,l);return c.update(e),t.addOverlay(c),c};var s=o.prototype;s.draw=function(){if(this.enabled){var t=this.plot,e=this.selectBox,r=this.borderWidth,n=(this.innerFill,this.innerColor),a=(this.outerFill,this.outerColor),i=this.borderColor,o=t.box,s=t.screenBox,l=t.dataBox,c=t.viewBox,u=t.pixelRatio,h=(e[0]-l[0])*(c[2]-c[0])/(l[2]-l[0])+c[0],f=(e[1]-l[1])*(c[3]-c[1])/(l[3]-l[1])+c[1],p=(e[2]-l[0])*(c[2]-c[0])/(l[2]-l[0])+c[0],d=(e[3]-l[1])*(c[3]-c[1])/(l[3]-l[1])+c[1];if(h=Math.max(h,c[0]),f=Math.max(f,c[1]),p=Math.min(p,c[2]),d=Math.min(d,c[3]),!(p<h||d<f)){o.bind();var g=s[2]-s[0],m=s[3]-s[1];if(this.outerFill&&(o.drawBox(0,0,g,f,a),o.drawBox(0,f,h,d,a),o.drawBox(0,d,g,m,a),o.drawBox(p,f,g,d,a)),this.innerFill&&o.drawBox(h,f,p,d,n),r>0){var v=r*u;o.drawBox(h-v,f-v,p+v,f+v,i),o.drawBox(h-v,d-v,p+v,d+v,i),o.drawBox(h-v,f-v,h+v,d+v,i),o.drawBox(p-v,f-v,p+v,d+v,i)}}}},s.update=function(t){t=t||{},this.innerFill=!!t.innerFill,this.outerFill=!!t.outerFill,this.innerColor=(t.innerColor||[0,0,0,.5]).slice(),this.outerColor=(t.outerColor||[0,0,0,.5]).slice(),this.borderColor=(t.borderColor||[0,0,0,1]).slice(),this.borderWidth=t.borderWidth||0,this.selectBox=(t.selectBox||this.selectBox).slice()},s.dispose=function(){this.boxBuffer.dispose(),this.boxShader.dispose(),this.plot.removeOverlay(this)}},{\"./lib/shaders\":308,\"gl-buffer\":254,\"gl-shader\":311}],310:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=e[0],i=e[1],o=n(t,r,i,{}),s=a.mallocUint8(r*i*4);return new c(t,o,s)};var n=t(\"gl-fbo\"),a=t(\"typedarray-pool\"),i=t(\"ndarray\"),o=t(\"bit-twiddle\").nextPow2,s=t(\"cwise/lib/wrapper\")({args:[\"array\",{offset:[0,0,1],array:0},{offset:[0,0,2],array:0},{offset:[0,0,3],array:0},\"scalar\",\"scalar\",\"index\"],pre:{body:\"{this_closestD2=1e8,this_closestX=-1,this_closestY=-1}\",args:[],thisVars:[\"this_closestD2\",\"this_closestX\",\"this_closestY\"],localVars:[]},body:{body:\"{if(_inline_16_arg0_<255||_inline_16_arg1_<255||_inline_16_arg2_<255||_inline_16_arg3_<255){var 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l=s[0]+(n[0]-o[0])/(o[2]-o[0])*(s[2]-s[0]),c=s[1]+(n[1]-o[1])/(o[3]-o[1])*(s[3]-s[1]);t[0]&&i.drawLine(l,c,s[0],c,e[0],r[0]),t[1]&&i.drawLine(l,c,l,s[1],e[1],r[1]),t[2]&&i.drawLine(l,c,s[2],c,e[2],r[2]),t[3]&&i.drawLine(l,c,l,s[3],e[3],r[3])}},a.dispose=function(){this.plot.removeOverlay(this)}},{}],319:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),a=t(\"gl-shader\"),i=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, color;\\nattribute float weight;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 coordinates[3];\\nuniform vec4 colors[3];\\nuniform vec2 screenShape;\\nuniform float lineWidth;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vertexPosition = mix(coordinates[0],\\n    mix(coordinates[2], coordinates[1], 0.5 * (position + 1.0)), abs(position));\\n\\n  vec4 clipPos = projection * view * model * vec4(vertexPosition, 1.0);\\n  vec2 clipOffset = (projection * view * model * vec4(color, 0.0)).xy;\\n  vec2 delta = weight * clipOffset * screenShape;\\n  vec2 lineOffset = normalize(vec2(delta.y, -delta.x)) / screenShape;\\n\\n  gl_Position   = vec4(clipPos.xy + clipPos.w * 0.5 * lineWidth * lineOffset, clipPos.z, clipPos.w);\\n  fragColor     = color.x * colors[0] + color.y * colors[1] + color.z * colors[2];\\n}\\n\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  gl_FragColor = fragColor;\\n}\"]);e.exports=function(t){return a(t,i,o,null,[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec3\"},{name:\"weight\",type:\"float\"}])}},{\"gl-shader\":311,glslify:412}],320:[function(t,e,r){\"use strict\";var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"./shaders/index\");e.exports=function(t,e){var r=[];function o(t,e,n,a,i,o){var s=[t,e,n,0,0,0,1];s[a+3]=1,s[a]=i,r.push.apply(r,s),s[6]=-1,r.push.apply(r,s),s[a]=o,r.push.apply(r,s),r.push.apply(r,s),s[6]=1,r.push.apply(r,s),s[a]=i,r.push.apply(r,s)}o(0,0,0,0,0,1),o(0,0,0,1,0,1),o(0,0,0,2,0,1),o(1,0,0,1,-1,1),o(1,0,0,2,-1,1),o(0,1,0,0,-1,1),o(0,1,0,2,-1,1),o(0,0,1,0,-1,1),o(0,0,1,1,-1,1);var l=n(t,r),c=a(t,[{type:t.FLOAT,buffer:l,size:3,offset:0,stride:28},{type:t.FLOAT,buffer:l,size:3,offset:12,stride:28},{type:t.FLOAT,buffer:l,size:1,offset:24,stride:28}]),u=i(t);u.attributes.position.location=0,u.attributes.color.location=1,u.attributes.weight.location=2;var h=new s(t,l,c,u);return h.update(e),h};var o=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function s(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n,this.pixelRatio=1,this.bounds=[[-1e3,-1e3,-1e3],[1e3,1e3,1e3]],this.position=[0,0,0],this.lineWidth=[2,2,2],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.enabled=[!0,!0,!0],this.drawSides=[!0,!0,!0],this.axes=null}var l=s.prototype,c=[0,0,0],u=[0,0,0],h=[0,0];l.isTransparent=function(){return!1},l.drawTransparent=function(t){},l.draw=function(t){var e=this.gl,r=this.vao,n=this.shader;r.bind(),n.bind();var a,i=t.model||o,s=t.view||o,l=t.projection||o;this.axes&&(a=this.axes.lastCubeProps.axis);for(var f=c,p=u,d=0;d<3;++d)a&&a[d]<0?(f[d]=this.bounds[0][d],p[d]=this.bounds[1][d]):(f[d]=this.bounds[1][d],p[d]=this.bounds[0][d]);h[0]=e.drawingBufferWidth,h[1]=e.drawingBufferHeight,n.uniforms.model=i,n.uniforms.view=s,n.uniforms.projection=l,n.uniforms.coordinates=[this.position,f,p],n.uniforms.colors=this.colors,n.uniforms.screenShape=h;for(d=0;d<3;++d)n.uniforms.lineWidth=this.lineWidth[d]*this.pixelRatio,this.enabled[d]&&(r.draw(e.TRIANGLES,6,6*d),this.drawSides[d]&&r.draw(e.TRIANGLES,12,18+12*d));r.unbind()},l.update=function(t){t&&(\"bounds\"in t&&(this.bounds=t.bounds),\"position\"in t&&(this.position=t.position),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"colors\"in t&&(this.colors=t.colors),\"enabled\"in t&&(this.enabled=t.enabled),\"drawSides\"in t&&(this.drawSides=t.drawSides))},l.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders/index\":319,\"gl-buffer\":254,\"gl-vao\":331}],321:[function(t,e,r){var n=t(\"glslify\"),a=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, tubeScale;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * tubePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(tubePosition, 1.0);\\n  vec4 t_position  = view * tubePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = tubePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),i=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float tubeScale;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  gl_Position = projection * view * tubePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);r.meshShader={vertex:a,fragment:i,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec4\"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec4\"}]}},{glslify:412}],322:[function(t,e,r){\"use strict\";var n=t(\"gl-vec3\"),a=t(\"gl-vec4\"),i=[\"xyz\",\"xzy\",\"yxz\",\"yzx\",\"zxy\",\"zyx\"],o=function(t,e,r,i){for(var o=0,s=0;s<t.length;s++)for(var l=t[s].velocities,c=0;c<l.length;c++)o=Math.max(o,n.length(l[c]));var u=t.map((function(t){return function(t,e,r,i){for(var o=t.points,s=t.velocities,l=t.divergences,c=[],u=[],h=[],f=[],p=[],d=[],g=0,m=0,v=a.create(),y=a.create(),x=0;x<o.length;x++){var b=o[x],_=s[x],w=l[x];0===e&&(w=.05*r),m=n.length(_)/i,v=a.create(),n.copy(v,_),v[3]=w;for(var T=0;T<8;T++)p[T]=[b[0],b[1],b[2],T];if(f.length>0)for(T=0;T<8;T++){var k=(T+1)%8;c.push(f[T],p[T],p[k],p[k],f[k],f[T]),h.push(y,v,v,v,y,y),d.push(g,m,m,m,g,g);var M=c.length;u.push([M-6,M-5,M-4],[M-3,M-2,M-1])}var A=f;f=p,p=A;var S=y;y=v,v=S;var E=g;g=m,m=E}return{positions:c,cells:u,vectors:h,vertexIntensity:d}}(t,r,i,o)})),h=[],f=[],p=[],d=[];for(s=0;s<u.length;s++){var g=u[s],m=h.length;h=h.concat(g.positions),p=p.concat(g.vectors),d=d.concat(g.vertexIntensity);for(c=0;c<g.cells.length;c++){var v=g.cells[c],y=[];f.push(y);for(var x=0;x<v.length;x++)y.push(v[x]+m)}}return{positions:h,cells:f,vectors:p,vertexIntensity:d,colormap:e}},s=function(t,e){var r,n=t.length;for(r=0;r<n;r++){var a=t[r];if(a===e)return r;if(a>e)return r-1}return r},l=function(t,e,r){return t<e?e:t>r?r:t},c=function(t){var e=1/0;t.sort((function(t,e){return t-e}));for(var r=t.length,n=1;n<r;n++){var a=Math.abs(t[n]-t[n-1]);a<e&&(e=a)}return e};e.exports=function(t,e){var r=t.startingPositions,a=t.maxLength||1e3,u=t.tubeSize||1,h=t.absoluteTubeSize,f=t.gridFill||\"+x+y+z\",p={};-1!==f.indexOf(\"-x\")&&(p.reversedX=!0),-1!==f.indexOf(\"-y\")&&(p.reversedY=!0),-1!==f.indexOf(\"-z\")&&(p.reversedZ=!0),p.filled=i.indexOf(f.replace(/-/g,\"\").replace(/\\+/g,\"\"));var d=t.getVelocity||function(e){return function(t,e,r){var a=e.vectors,i=e.meshgrid,o=t[0],c=t[1],u=t[2],h=i[0].length,f=i[1].length,p=i[2].length,d=s(i[0],o),g=s(i[1],c),m=s(i[2],u),v=d+1,y=g+1,x=m+1;if(d=l(d,0,h-1),v=l(v,0,h-1),g=l(g,0,f-1),y=l(y,0,f-1),m=l(m,0,p-1),x=l(x,0,p-1),d<0||g<0||m<0||v>h-1||y>f-1||x>p-1)return n.create();var b,_,w,T,k,M,A=i[0][d],S=i[0][v],E=i[1][g],C=i[1][y],L=i[2][m],P=(o-A)/(S-A),I=(c-E)/(C-E),z=(u-L)/(i[2][x]-L);switch(isFinite(P)||(P=.5),isFinite(I)||(I=.5),isFinite(z)||(z=.5),r.reversedX&&(d=h-1-d,v=h-1-v),r.reversedY&&(g=f-1-g,y=f-1-y),r.reversedZ&&(m=p-1-m,x=p-1-x),r.filled){case 5:k=m,M=x,w=g*p,T=y*p,b=d*p*f,_=v*p*f;break;case 4:k=m,M=x,b=d*p,_=v*p,w=g*p*h,T=y*p*h;break;case 3:w=g,T=y,k=m*f,M=x*f,b=d*f*p,_=v*f*p;break;case 2:w=g,T=y,b=d*f,_=v*f,k=m*f*h,M=x*f*h;break;case 1:b=d,_=v,k=m*h,M=x*h,w=g*h*p,T=y*h*p;break;default:b=d,_=v,w=g*h,T=y*h,k=m*h*f,M=x*h*f}var O=a[b+w+k],D=a[b+w+M],R=a[b+T+k],F=a[b+T+M],B=a[_+w+k],N=a[_+w+M],j=a[_+T+k],U=a[_+T+M],V=n.create(),q=n.create(),H=n.create(),G=n.create();n.lerp(V,O,B,P),n.lerp(q,D,N,P),n.lerp(H,R,j,P),n.lerp(G,F,U,P);var Y=n.create(),W=n.create();n.lerp(Y,V,H,I),n.lerp(W,q,G,I);var Z=n.create();return n.lerp(Z,Y,W,z),Z}(e,t,p)},g=t.getDivergence||function(t,e){var r=n.create(),a=1e-4;n.add(r,t,[a,0,0]);var i=d(r);n.subtract(i,i,e),n.scale(i,i,1/a),n.add(r,t,[0,a,0]);var o=d(r);n.subtract(o,o,e),n.scale(o,o,1/a),n.add(r,t,[0,0,a]);var s=d(r);return n.subtract(s,s,e),n.scale(s,s,1/a),n.add(r,i,o),n.add(r,r,s),r},m=[],v=e[0][0],y=e[0][1],x=e[0][2],b=e[1][0],_=e[1][1],w=e[1][2],T=function(t){var e=t[0],r=t[1],n=t[2];return!(e<v||e>b||r<y||r>_||n<x||n>w)},k=10*n.distance(e[0],e[1])/a,M=k*k,A=1,S=0,E=r.length;E>1&&(A=function(t){for(var e=[],r=[],n=[],a={},i={},o={},s=t.length,l=0;l<s;l++){var u=t[l],h=u[0],f=u[1],p=u[2];a[h]||(e.push(h),a[h]=!0),i[f]||(r.push(f),i[f]=!0),o[p]||(n.push(p),o[p]=!0)}var d=c(e),g=c(r),m=c(n),v=Math.min(d,g,m);return isFinite(v)?v:1}(r));for(var C=0;C<E;C++){var L=n.create();n.copy(L,r[C]);var P=[L],I=[],z=d(L),O=L;I.push(z);var D=[],R=g(L,z),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F),m.push({points:P,velocities:I,divergences:D});for(var B=0;B<100*a&&P.length<a&&T(L);){B++;var N=n.clone(z),j=n.squaredLength(N);if(0===j)break;if(j>M&&n.scale(N,N,k/Math.sqrt(j)),n.add(N,N,L),z=d(N),n.squaredDistance(O,N)-M>-1e-4*M){P.push(N),O=N,I.push(z);R=g(N,z),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F)}L=N}}var U=o(m,t.colormap,S,A);return h?U.tubeScale=h:(0===S&&(S=1),U.tubeScale=.5*u*A/S),U};var u=t(\"./lib/shaders\"),h=t(\"gl-cone3d\").createMesh;e.exports.createTubeMesh=function(t,e){return h(t,e,{shaders:u,traceType:\"streamtube\"})}},{\"./lib/shaders\":321,\"gl-cone3d\":255,\"gl-vec3\":350,\"gl-vec4\":386}],323:[function(t,e,r){var n=t(\"gl-shader\"),a=t(\"glslify\"),i=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute vec3 f;\\nattribute vec3 normal;\\n\\nuniform vec3 objectOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 lightPosition, eyePosition;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 localCoordinate = vec3(uv.zw, f.x);\\n  worldCoordinate = objectOffset + localCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n  vec4 clipPosition = projection * view * worldPosition;\\n  gl_Position = clipPosition;\\n  kill = f.y;\\n  value = f.z;\\n  planeCoordinate = uv.xy;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * worldPosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  lightDirection = lightPosition - cameraCoordinate.xyz;\\n  eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  surfaceNormal  = normalize((vec4(normal,0) * inverseModel).xyz);\\n}\\n\"]),o=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat beckmannSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness) {\\n  return beckmannDistribution(dot(surfaceNormal, normalize(lightDirection + viewDirection)), roughness);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 lowerBound, upperBound;\\nuniform float contourTint;\\nuniform vec4 contourColor;\\nuniform sampler2D colormap;\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform float vertexColor;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  if (\\n    kill > 0.0 ||\\n    vColor.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], worldCoordinate)\\n  ) discard;\\n\\n  vec3 N = normalize(surfaceNormal);\\n  vec3 V = normalize(eyeDirection);\\n  vec3 L = normalize(lightDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = max(beckmannSpecular(L, V, N, roughness), 0.);\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  //decide how to interpolate color \\u2014 in vertex or in fragment\\n  vec4 surfaceColor =\\n    step(vertexColor, .5) * texture2D(colormap, vec2(value, value)) +\\n    step(.5, vertexColor) * vColor;\\n\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = mix(litColor, contourColor, contourTint) * opacity;\\n}\\n\"]),s=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute float f;\\n\\nuniform vec3 objectOffset;\\nuniform mat3 permutation;\\nuniform mat4 model, view, projection;\\nuniform float height, zOffset;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 dataCoordinate = permutation * vec3(uv.xy, height);\\n  worldCoordinate = objectOffset + dataCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n\\n  vec4 clipPosition = projection * view * worldPosition;\\n  clipPosition.z += zOffset;\\n\\n  gl_Position = clipPosition;\\n  value = f + objectOffset.z;\\n  kill = -1.0;\\n  planeCoordinate = uv.zw;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Don't do lighting for contours\\n  surfaceNormal   = vec3(1,0,0);\\n  eyeDirection    = vec3(0,1,0);\\n  lightDirection  = vec3(0,0,1);\\n}\\n\"]),l=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec2 shape;\\nuniform vec3 clipBounds[2];\\nuniform float pickId;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 surfaceNormal;\\n\\nvec2 splitFloat(float v) {\\n  float vh = 255.0 * v;\\n  float upper = floor(vh);\\n  float lower = fract(vh);\\n  return vec2(upper / 255.0, floor(lower * 16.0) / 16.0);\\n}\\n\\nvoid main() {\\n  if ((kill > 0.0) ||\\n      (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) discard;\\n\\n  vec2 ux = splitFloat(planeCoordinate.x / shape.x);\\n  vec2 uy = splitFloat(planeCoordinate.y / shape.y);\\n  gl_FragColor = vec4(pickId, ux.x, uy.x, ux.y + (uy.y/16.0));\\n}\\n\"]);r.createShader=function(t){var e=n(t,i,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createPickShader=function(t){var e=n(t,i,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createContourShader=function(t){var e=n(t,s,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},r.createPickContourShader=function(t){var e=n(t,s,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},{\"gl-shader\":311,glslify:412}],324:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=y(e),n=b(e),s=x(e),l=_(e),c=a(e),u=i(e,[{buffer:c,size:4,stride:40,offset:0},{buffer:c,size:3,stride:40,offset:16},{buffer:c,size:3,stride:40,offset:28}]),h=a(e),f=i(e,[{buffer:h,size:4,stride:20,offset:0},{buffer:h,size:1,stride:20,offset:16}]),p=a(e),d=i(e,[{buffer:p,size:2,type:e.FLOAT}]),g=o(e,1,256,e.RGBA,e.UNSIGNED_BYTE);g.minFilter=e.LINEAR,g.magFilter=e.LINEAR;var m=new A(e,[0,0],[[0,0,0],[0,0,0]],r,n,c,u,g,s,l,h,f,p,d,[0,0,0]),v={levels:[[],[],[]]};for(var w in t)v[w]=t[w];return v.colormap=v.colormap||\"jet\",m.update(v),m};var n=t(\"bit-twiddle\"),a=t(\"gl-buffer\"),i=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"typedarray-pool\"),l=t(\"colormap\"),c=t(\"ndarray-ops\"),u=t(\"ndarray-pack\"),h=t(\"ndarray\"),f=t(\"surface-nets\"),p=t(\"gl-mat4/multiply\"),d=t(\"gl-mat4/invert\"),g=t(\"binary-search-bounds\"),m=t(\"ndarray-gradient\"),v=t(\"./lib/shaders\"),y=v.createShader,x=v.createContourShader,b=v.createPickShader,_=v.createPickContourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],T=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],k=[[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0]];function M(t,e,r,n,a){this.position=t,this.index=e,this.uv=r,this.level=n,this.dataCoordinate=a}!function(){for(var t=0;t<3;++t){var e=k[t],r=(t+2)%3;e[(t+1)%3+0]=1,e[r+3]=1,e[t+6]=1}}();function A(t,e,r,n,a,i,o,l,c,u,f,p,d,g,m){this.gl=t,this.shape=e,this.bounds=r,this.objectOffset=m,this.intensityBounds=[],this._shader=n,this._pickShader=a,this._coordinateBuffer=i,this._vao=o,this._colorMap=l,this._contourShader=c,this._contourPickShader=u,this._contourBuffer=f,this._contourVAO=p,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new M([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=d,this._dynamicVAO=g,this._dynamicOffsets=[0,0,0],this._dynamicCounts=[0,0,0],this.contourWidth=[1,1,1],this.contourLevels=[[1],[1],[1]],this.contourTint=[0,0,0],this.contourColor=[[.5,.5,.5,1],[.5,.5,.5,1],[.5,.5,.5,1]],this.showContour=!0,this.showSurface=!0,this.enableHighlight=[!0,!0,!0],this.highlightColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.highlightTint=[1,1,1],this.highlightLevel=[-1,-1,-1],this.enableDynamic=[!0,!0,!0],this.dynamicLevel=[NaN,NaN,NaN],this.dynamicColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.dynamicTint=[1,1,1],this.dynamicWidth=[1,1,1],this.axesBounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.surfaceProject=[!1,!1,!1],this.contourProject=[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],this.colorBounds=[!1,!1],this._field=[h(s.mallocFloat(1024),[0,0]),h(s.mallocFloat(1024),[0,0]),h(s.mallocFloat(1024),[0,0])],this.pickId=1,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.snapToData=!1,this.pixelRatio=1,this.opacity=1,this.opacityscale=!1,this.lightPosition=[10,1e4,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.vertexColor=0,this.dirty=!0}var S=A.prototype;S.isTransparent=function(){return this.opacity<1||this.opacityscale},S.isOpaque=function(){if(this.opacityscale)return!1;if(this.opacity<1)return!1;if(this.opacity>=1)return!0;for(var t=0;t<3;++t)if(this._contourCounts[t].length>0)return!0;return!1},S.pickSlots=1,S.setPickBase=function(t){this.pickId=t};var E=[0,0,0],C={showSurface:!1,showContour:!1,projections:[w.slice(),w.slice(),w.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]};function L(t,e){var r,n,a,i=e.axes&&e.axes.lastCubeProps.axis||E,o=e.showSurface,s=e.showContour;for(r=0;r<3;++r)for(o=o||e.surfaceProject[r],n=0;n<3;++n)s=s||e.contourProject[r][n];for(r=0;r<3;++r){var l=C.projections[r];for(n=0;n<16;++n)l[n]=0;for(n=0;n<4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(i[r]>0)][r],p(l,t.model,l);var c=C.clipBounds[r];for(a=0;a<2;++a)for(n=0;n<3;++n)c[a][n]=t.clipBounds[a][n];c[0][r]=-1e8,c[1][r]=1e8}return C.showSurface=o,C.showContour=s,C}var P={model:w,view:w,projection:w,inverseModel:w.slice(),lowerBound:[0,0,0],upperBound:[0,0,0],colorMap:0,clipBounds:[[0,0,0],[0,0,0]],height:0,contourTint:0,contourColor:[0,0,0,1],permutation:[1,0,0,0,1,0,0,0,1],zOffset:-1e-4,objectOffset:[0,0,0],kambient:1,kdiffuse:1,kspecular:1,lightPosition:[1e3,1e3,1e3],eyePosition:[0,0,0],roughness:1,fresnel:1,opacity:1,vertexColor:0},I=w.slice(),z=[1,0,0,0,1,0,0,0,1];function O(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=P;n.model=t.model||w,n.view=t.view||w,n.projection=t.projection||w,n.lowerBound=[this.bounds[0][0],this.bounds[0][1],this.colorBounds[0]||this.bounds[0][2]],n.upperBound=[this.bounds[1][0],this.bounds[1][1],this.colorBounds[1]||this.bounds[1][2]],n.objectOffset=this.objectOffset,n.contourColor=this.contourColor[0],n.inverseModel=d(n.inverseModel,n.model);for(var a=0;a<2;++a)for(var i=n.clipBounds[a],o=0;o<3;++o)i[o]=Math.min(Math.max(this.clipBounds[a][o],-1e8),1e8);n.kambient=this.ambientLight,n.kdiffuse=this.diffuseLight,n.kspecular=this.specularLight,n.roughness=this.roughness,n.fresnel=this.fresnel,n.opacity=this.opacity,n.height=0,n.permutation=z,n.vertexColor=this.vertexColor;var s=I;for(p(s,n.view,n.model),p(s,n.projection,s),d(s,s),a=0;a<3;++a)n.eyePosition[a]=s[12+a]/s[15];var l=s[15];for(a=0;a<3;++a)l+=this.lightPosition[a]*s[4*a+3];for(a=0;a<3;++a){var c=s[12+a];for(o=0;o<3;++o)c+=s[4*o+a]*this.lightPosition[o];n.lightPosition[a]=c/l}var u=L(n,this);if(u.showSurface){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&&this._vertexCount&&this._vao.draw(r.TRIANGLES,this._vertexCount),a=0;a<3;++a)this.surfaceProject[a]&&this.vertexCount&&(this._shader.uniforms.model=u.projections[a],this._shader.uniforms.clipBounds=u.clipBounds[a],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(u.showContour){var h=this._contourShader;n.kambient=1,n.kdiffuse=0,n.kspecular=0,n.opacity=1,h.bind(),h.uniforms=n;var f=this._contourVAO;for(f.bind(),a=0;a<3;++a)for(h.uniforms.permutation=k[a],r.lineWidth(this.contourWidth[a]*this.pixelRatio),o=0;o<this.contourLevels[a].length;++o)o===this.highlightLevel[a]?(h.uniforms.contourColor=this.highlightColor[a],h.uniforms.contourTint=this.highlightTint[a]):0!==o&&o-1!==this.highlightLevel[a]||(h.uniforms.contourColor=this.contourColor[a],h.uniforms.contourTint=this.contourTint[a]),this._contourCounts[a][o]&&(h.uniforms.height=this.contourLevels[a][o],f.draw(r.LINES,this._contourCounts[a][o],this._contourOffsets[a][o]));for(a=0;a<3;++a)for(h.uniforms.model=u.projections[a],h.uniforms.clipBounds=u.clipBounds[a],o=0;o<3;++o)if(this.contourProject[a][o]){h.uniforms.permutation=k[o],r.lineWidth(this.contourWidth[o]*this.pixelRatio);for(var g=0;g<this.contourLevels[o].length;++g)g===this.highlightLevel[o]?(h.uniforms.contourColor=this.highlightColor[o],h.uniforms.contourTint=this.highlightTint[o]):0!==g&&g-1!==this.highlightLevel[o]||(h.uniforms.contourColor=this.contourColor[o],h.uniforms.contourTint=this.contourTint[o]),this._contourCounts[o][g]&&(h.uniforms.height=this.contourLevels[o][g],f.draw(r.LINES,this._contourCounts[o][g],this._contourOffsets[o][g]))}for(f.unbind(),(f=this._dynamicVAO).bind(),a=0;a<3;++a)if(0!==this._dynamicCounts[a])for(h.uniforms.model=n.model,h.uniforms.clipBounds=n.clipBounds,h.uniforms.permutation=k[a],r.lineWidth(this.dynamicWidth[a]*this.pixelRatio),h.uniforms.contourColor=this.dynamicColor[a],h.uniforms.contourTint=this.dynamicTint[a],h.uniforms.height=this.dynamicLevel[a],f.draw(r.LINES,this._dynamicCounts[a],this._dynamicOffsets[a]),o=0;o<3;++o)this.contourProject[o][a]&&(h.uniforms.model=u.projections[o],h.uniforms.clipBounds=u.clipBounds[o],f.draw(r.LINES,this._dynamicCounts[a],this._dynamicOffsets[a]));f.unbind()}}S.draw=function(t){return O.call(this,t,!1)},S.drawTransparent=function(t){return O.call(this,t,!0)};var D={model:w,view:w,projection:w,inverseModel:w,clipBounds:[[0,0,0],[0,0,0]],height:0,shape:[0,0],pickId:0,lowerBound:[0,0,0],upperBound:[0,0,0],zOffset:0,objectOffset:[0,0,0],permutation:[1,0,0,0,1,0,0,0,1],lightPosition:[0,0,0],eyePosition:[0,0,0]};function R(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function F(t){return Array.isArray(t)?3===t.length?[t[0],t[1],t[2],1]:[t[0],t[1],t[2],t[3]]:[0,0,0,1]}function B(t){if(Array.isArray(t)){if(Array.isArray(t))return[F(t[0]),F(t[1]),F(t[2])];var e=F(t);return[e.slice(),e.slice(),e.slice()]}}S.drawPick=function(t){t=t||{};var e=this.gl;e.disable(e.CULL_FACE);var r=D;r.model=t.model||w,r.view=t.view||w,r.projection=t.projection||w,r.shape=this._field[2].shape,r.pickId=this.pickId/255,r.lowerBound=this.bounds[0],r.upperBound=this.bounds[1],r.objectOffset=this.objectOffset,r.permutation=z;for(var n=0;n<2;++n)for(var a=r.clipBounds[n],i=0;i<3;++i)a[i]=Math.min(Math.max(this.clipBounds[n][i],-1e8),1e8);var o=L(r,this);if(o.showSurface){for(this._pickShader.bind(),this._pickShader.uniforms=r,this._vao.bind(),this._vao.draw(e.TRIANGLES,this._vertexCount),n=0;n<3;++n)this.surfaceProject[n]&&(this._pickShader.uniforms.model=o.projections[n],this._pickShader.uniforms.clipBounds=o.clipBounds[n],this._vao.draw(e.TRIANGLES,this._vertexCount));this._vao.unbind()}if(o.showContour){var s=this._contourPickShader;s.bind(),s.uniforms=r;var l=this._contourVAO;for(l.bind(),i=0;i<3;++i)for(e.lineWidth(this.contourWidth[i]*this.pixelRatio),s.uniforms.permutation=k[i],n=0;n<this.contourLevels[i].length;++n)this._contourCounts[i][n]&&(s.uniforms.height=this.contourLevels[i][n],l.draw(e.LINES,this._contourCounts[i][n],this._contourOffsets[i][n]));for(n=0;n<3;++n)for(s.uniforms.model=o.projections[n],s.uniforms.clipBounds=o.clipBounds[n],i=0;i<3;++i)if(this.contourProject[n][i]){s.uniforms.permutation=k[i],e.lineWidth(this.contourWidth[i]*this.pixelRatio);for(var c=0;c<this.contourLevels[i].length;++c)this._contourCounts[i][c]&&(s.uniforms.height=this.contourLevels[i][c],l.draw(e.LINES,this._contourCounts[i][c],this._contourOffsets[i][c]))}l.unbind()}},S.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=this._field[2].shape,r=this._pickResult,n=e[0]*(t.value[0]+(t.value[2]>>4)/16)/255,a=Math.floor(n),i=n-a,o=e[1]*(t.value[1]+(15&t.value[2])/16)/255,s=Math.floor(o),l=o-s;a+=1,s+=1;var c=r.position;c[0]=c[1]=c[2]=0;for(var u=0;u<2;++u)for(var h=u?i:1-i,f=0;f<2;++f)for(var p=a+u,d=s+f,m=h*(f?l:1-l),v=0;v<3;++v)c[v]+=this._field[v].get(p,d)*m;for(var y=this._pickResult.level,x=0;x<3;++x)if(y[x]=g.le(this.contourLevels[x],c[x]),y[x]<0)this.contourLevels[x].length>0&&(y[x]=0);else if(y[x]<this.contourLevels[x].length-1){var b=this.contourLevels[x][y[x]],_=this.contourLevels[x][y[x]+1];Math.abs(b-c[x])>Math.abs(_-c[x])&&(y[x]+=1)}for(r.index[0]=i<.5?a:a+1,r.index[1]=l<.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],v=0;v<3;++v)r.dataCoordinate[v]=this._field[v].get(r.index[0],r.index[1]);return r},S.padField=function(t,e){var r=e.shape.slice(),n=t.shape.slice();c.assign(t.lo(1,1).hi(r[0],r[1]),e),c.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),c.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),c.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),c.assign(t.lo(n[0]-1,1).hi(1,r[1]),e.lo(r[0]-1)),t.set(0,0,e.get(0,0)),t.set(0,n[1]-1,e.get(0,r[1]-1)),t.set(n[0]-1,0,e.get(r[0]-1,0)),t.set(n[0]-1,n[1]-1,e.get(r[0]-1,r[1]-1))},S.update=function(t){t=t||{},this.objectOffset=t.objectOffset||this.objectOffset,this.dirty=!0,\"contourWidth\"in t&&(this.contourWidth=R(t.contourWidth,Number)),\"showContour\"in t&&(this.showContour=R(t.showContour,Boolean)),\"showSurface\"in t&&(this.showSurface=!!t.showSurface),\"contourTint\"in t&&(this.contourTint=R(t.contourTint,Boolean)),\"contourColor\"in t&&(this.contourColor=B(t.contourColor)),\"contourProject\"in t&&(this.contourProject=R(t.contourProject,(function(t){return R(t,Boolean)}))),\"surfaceProject\"in t&&(this.surfaceProject=t.surfaceProject),\"dynamicColor\"in t&&(this.dynamicColor=B(t.dynamicColor)),\"dynamicTint\"in t&&(this.dynamicTint=R(t.dynamicTint,Number)),\"dynamicWidth\"in t&&(this.dynamicWidth=R(t.dynamicWidth,Number)),\"opacity\"in t&&(this.opacity=t.opacity),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale),\"colorBounds\"in t&&(this.colorBounds=t.colorBounds),\"vertexColor\"in t&&(this.vertexColor=t.vertexColor?1:0);var e=t.field||t.coords&&t.coords[2]||null,r=!1;if(e||(e=this._field[2].shape[0]||this._field[2].shape[2]?this._field[2].lo(1,1).hi(this._field[2].shape[0]-2,this._field[2].shape[1]-2):this._field[2].hi(0,0)),\"field\"in t||\"coords\"in t){var a=(e.shape[0]+2)*(e.shape[1]+2);a>this._field[2].data.length&&(s.freeFloat(this._field[2].data),this._field[2].data=s.mallocFloat(n.nextPow2(a))),this._field[2]=h(this._field[2].data,[e.shape[0]+2,e.shape[1]+2]),this.padField(this._field[2],e),this.shape=e.shape.slice();for(var i=this.shape,o=0;o<2;++o)this._field[2].size>this._field[o].data.length&&(s.freeFloat(this._field[o].data),this._field[o].data=s.mallocFloat(this._field[2].size)),this._field[o]=h(this._field[o].data,[i[0]+2,i[1]+2]);if(t.coords){var p=t.coords;if(!Array.isArray(p)||3!==p.length)throw new Error(\"gl-surface: invalid coordinates for x/y\");for(o=0;o<2;++o){var d=p[o];for(b=0;b<2;++b)if(d.shape[b]!==i[b])throw new Error(\"gl-surface: coords have incorrect shape\");this.padField(this._field[o],d)}}else if(t.ticks){var g=t.ticks;if(!Array.isArray(g)||2!==g.length)throw new Error(\"gl-surface: invalid ticks\");for(o=0;o<2;++o){var v=g[o];if((Array.isArray(v)||v.length)&&(v=h(v)),v.shape[0]!==i[o])throw new Error(\"gl-surface: invalid tick length\");var y=h(v.data,i);y.stride[o]=v.stride[0],y.stride[1^o]=0,this.padField(this._field[o],y)}}else{for(o=0;o<2;++o){var x=[0,0];x[o]=1,this._field[o]=h(this._field[o].data,[i[0]+2,i[1]+2],x,0)}this._field[0].set(0,0,0);for(var b=0;b<i[0];++b)this._field[0].set(b+1,0,b);for(this._field[0].set(i[0]+1,0,i[0]-1),this._field[1].set(0,0,0),b=0;b<i[1];++b)this._field[1].set(0,b+1,b);this._field[1].set(0,i[1]+1,i[1]-1)}var _=this._field,w=h(s.mallocFloat(3*_[2].size*2),[3,i[0]+2,i[1]+2,2]);for(o=0;o<3;++o)m(w.pick(o),_[o],\"mirror\");var k=h(s.mallocFloat(3*_[2].size),[i[0]+2,i[1]+2,3]);for(o=0;o<i[0]+2;++o)for(b=0;b<i[1]+2;++b){var M=w.get(0,o,b,0),A=w.get(0,o,b,1),S=w.get(1,o,b,0),E=w.get(1,o,b,1),C=w.get(2,o,b,0),L=w.get(2,o,b,1),P=S*L-E*C,I=C*A-L*M,z=M*E-A*S,O=Math.sqrt(P*P+I*I+z*z);O<1e-8?(O=Math.max(Math.abs(P),Math.abs(I),Math.abs(z)))<1e-8?(z=1,I=P=0,O=1):O=1/O:O=1/Math.sqrt(O),k.set(o,b,0,P*O),k.set(o,b,1,I*O),k.set(o,b,2,z*O)}s.free(w.data);var D=[1/0,1/0,1/0],F=[-1/0,-1/0,-1/0],N=1/0,j=-1/0,U=(i[0]-1)*(i[1]-1)*6,V=s.mallocFloat(n.nextPow2(10*U)),q=0,H=0;for(o=0;o<i[0]-1;++o)t:for(b=0;b<i[1]-1;++b){for(var G=0;G<2;++G)for(var Y=0;Y<2;++Y)for(var W=0;W<3;++W){var Z=this._field[W].get(1+o+G,1+b+Y);if(isNaN(Z)||!isFinite(Z))continue t}for(W=0;W<6;++W){var X=o+T[W][0],J=b+T[W][1],K=this._field[0].get(X+1,J+1),Q=this._field[1].get(X+1,J+1);Z=this._field[2].get(X+1,J+1),P=k.get(X+1,J+1,0),I=k.get(X+1,J+1,1),z=k.get(X+1,J+1,2),t.intensity&&($=t.intensity.get(X,J));var $=t.intensity?t.intensity.get(X,J):Z+this.objectOffset[2];V[q++]=X,V[q++]=J,V[q++]=K,V[q++]=Q,V[q++]=Z,V[q++]=0,V[q++]=$,V[q++]=P,V[q++]=I,V[q++]=z,D[0]=Math.min(D[0],K+this.objectOffset[0]),D[1]=Math.min(D[1],Q+this.objectOffset[1]),D[2]=Math.min(D[2],Z+this.objectOffset[2]),N=Math.min(N,$),F[0]=Math.max(F[0],K+this.objectOffset[0]),F[1]=Math.max(F[1],Q+this.objectOffset[1]),F[2]=Math.max(F[2],Z+this.objectOffset[2]),j=Math.max(j,$),H+=1}}for(t.intensityBounds&&(N=+t.intensityBounds[0],j=+t.intensityBounds[1]),o=6;o<q;o+=10)V[o]=(V[o]-N)/(j-N);this._vertexCount=H,this._coordinateBuffer.update(V.subarray(0,q)),s.freeFloat(V),s.free(k.data),this.bounds=[D,F],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===N&&this.intensityBounds[1]===j||(r=!0),this.intensityBounds=[N,j]}if(\"levels\"in t){var tt=t.levels;for(tt=Array.isArray(tt[0])?tt.slice():[[],[],tt],o=0;o<3;++o)tt[o]=tt[o].slice(),tt[o].sort((function(t,e){return t-e}));for(o=0;o<3;++o)for(b=0;b<tt[o].length;++b)tt[o][b]-=this.objectOffset[o];t:for(o=0;o<3;++o){if(tt[o].length!==this.contourLevels[o].length){r=!0;break}for(b=0;b<tt[o].length;++b)if(tt[o][b]!==this.contourLevels[o][b]){r=!0;break t}}this.contourLevels=tt}if(r){_=this._field,i=this.shape;for(var et=[],rt=0;rt<3;++rt){var nt=this.contourLevels[rt],at=[],it=[],ot=[0,0,0];for(o=0;o<nt.length;++o){var st=f(this._field[rt],nt[o]);at.push(et.length/5|0),H=0;t:for(b=0;b<st.cells.length;++b){var lt=st.cells[b];for(W=0;W<2;++W){var ct=st.positions[lt[W]],ut=ct[0],ht=0|Math.floor(ut),ft=ut-ht,pt=ct[1],dt=0|Math.floor(pt),gt=pt-dt,mt=!1;e:for(var vt=0;vt<3;++vt){ot[vt]=0;var yt=(rt+vt+1)%3;for(G=0;G<2;++G){var xt=G?ft:1-ft;for(X=0|Math.min(Math.max(ht+G,0),i[0]),Y=0;Y<2;++Y){var bt=Y?gt:1-gt;if(J=0|Math.min(Math.max(dt+Y,0),i[1]),Z=vt<2?this._field[yt].get(X,J):(this.intensity.get(X,J)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(Z)||isNaN(Z)){mt=!0;break e}var _t=xt*bt;ot[vt]+=_t*Z}}}if(mt){if(W>0){for(var wt=0;wt<5;++wt)et.pop();H-=1}continue t}et.push(ot[0],ot[1],ct[0],ct[1],ot[2]),H+=1}}it.push(H)}this._contourOffsets[rt]=at,this._contourCounts[rt]=it}var Tt=s.mallocFloat(et.length);for(o=0;o<et.length;++o)Tt[o]=et[o];this._contourBuffer.update(Tt),s.freeFloat(Tt)}t.colormap&&this._colorMap.setPixels(function(t,e){var r=u([l({colormap:t,nshades:256,format:\"rgba\"}).map((function(t,r){var n=e?function(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}(r/255,e):1;return[t[0],t[1],t[2],255*n]}))]);return c.divseq(r,255),r}(t.colormap,this.opacityscale))},S.dispose=function(){this._shader.dispose(),this._vao.dispose(),this._coordinateBuffer.dispose(),this._colorMap.dispose(),this._contourBuffer.dispose(),this._contourVAO.dispose(),this._contourShader.dispose(),this._contourPickShader.dispose(),this._dynamicBuffer.dispose(),this._dynamicVAO.dispose();for(var t=0;t<3;++t)s.freeFloat(this._field[t].data)},S.highlight=function(t){var e,r;if(!t)return this._dynamicCounts=[0,0,0],this.dyanamicLevel=[NaN,NaN,NaN],void(this.highlightLevel=[-1,-1,-1]);for(e=0;e<3;++e)this.enableHighlight[e]?this.highlightLevel[e]=t.level[e]:this.highlightLevel[e]=-1;for(r=this.snapToData?t.dataCoordinate:t.position,e=0;e<3;++e)r[e]-=this.objectOffset[e];if(this.enableDynamic[0]&&r[0]!==this.dynamicLevel[0]||this.enableDynamic[1]&&r[1]!==this.dynamicLevel[1]||this.enableDynamic[2]&&r[2]!==this.dynamicLevel[2]){for(var n=0,a=this.shape,i=s.mallocFloat(12*a[0]*a[1]),o=0;o<3;++o)if(this.enableDynamic[o]){this.dynamicLevel[o]=r[o];var l=(o+1)%3,c=(o+2)%3,u=this._field[o],h=this._field[l],p=this._field[c],d=f(u,r[o]),g=d.cells,m=d.positions;for(this._dynamicOffsets[o]=n,e=0;e<g.length;++e)for(var v=g[e],y=0;y<2;++y){var x=m[v[y]],b=+x[0],_=0|b,w=0|Math.min(_+1,a[0]),T=b-_,k=1-T,M=+x[1],A=0|M,S=0|Math.min(A+1,a[1]),E=M-A,C=1-E,L=k*C,P=k*E,I=T*C,z=T*E,O=L*h.get(_,A)+P*h.get(_,S)+I*h.get(w,A)+z*h.get(w,S),D=L*p.get(_,A)+P*p.get(_,S)+I*p.get(w,A)+z*p.get(w,S);if(isNaN(O)||isNaN(D)){y&&(n-=1);break}i[2*n+0]=O,i[2*n+1]=D,n+=1}this._dynamicCounts[o]=n-this._dynamicOffsets[o]}else this.dynamicLevel[o]=NaN,this._dynamicCounts[o]=0;this._dynamicBuffer.update(i.subarray(0,2*n)),s.freeFloat(i)}}},{\"./lib/shaders\":323,\"binary-search-bounds\":94,\"bit-twiddle\":95,colormap:128,\"gl-buffer\":254,\"gl-mat4/invert\":276,\"gl-mat4/multiply\":278,\"gl-texture2d\":326,\"gl-vao\":331,ndarray:455,\"ndarray-gradient\":446,\"ndarray-ops\":449,\"ndarray-pack\":450,\"surface-nets\":529,\"typedarray-pool\":554}],325:[function(t,e,r){\"use strict\";var n=t(\"css-font\"),a=t(\"pick-by-alias\"),i=t(\"regl\"),o=t(\"gl-util/context\"),s=t(\"es6-weak-map\"),l=t(\"color-normalize\"),c=t(\"font-atlas\"),u=t(\"typedarray-pool\"),h=t(\"parse-rect\"),f=t(\"is-plain-obj\"),p=t(\"parse-unit\"),d=t(\"to-px\"),g=t(\"detect-kerning\"),m=t(\"object-assign\"),v=t(\"font-measure\"),y=t(\"flatten-vertex-data\"),x=t(\"bit-twiddle\").nextPow2,b=new s,_=!1;if(document.body){var w=document.body.appendChild(document.createElement(\"div\"));w.style.font=\"italic small-caps bold condensed 16px/2 cursive\",getComputedStyle(w).fontStretch&&(_=!0),document.body.removeChild(w)}var T=function(t){!function(t){return\"function\"==typeof t&&t._gl&&t.prop&&t.texture&&t.buffer}(t)?this.gl=o(t):(t={regl:t},this.gl=t.regl._gl),this.shader=b.get(this.gl),this.shader?this.regl=this.shader.regl:this.regl=t.regl||i({gl:this.gl}),this.charBuffer=this.regl.buffer({type:\"uint8\",usage:\"stream\"}),this.sizeBuffer=this.regl.buffer({type:\"float\",usage:\"stream\"}),this.shader||(this.shader=this.createShader(),b.set(this.gl,this.shader)),this.batch=[],this.fontSize=[],this.font=[],this.fontAtlas=[],this.draw=this.shader.draw.bind(this),this.render=function(){this.regl._refresh(),this.draw(this.batch)},this.canvas=this.gl.canvas,this.update(f(t)?t:{})};T.prototype.createShader=function(){var t=this.regl,e=t({blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},stencil:{enable:!1},depth:{enable:!1},count:t.prop(\"count\"),offset:t.prop(\"offset\"),attributes:{charOffset:{offset:4,stride:8,buffer:t.this(\"sizeBuffer\")},width:{offset:0,stride:8,buffer:t.this(\"sizeBuffer\")},char:t.this(\"charBuffer\"),position:t.this(\"position\")},uniforms:{atlasSize:function(t,e){return[e.atlas.width,e.atlas.height]},atlasDim:function(t,e){return[e.atlas.cols,e.atlas.rows]},atlas:function(t,e){return e.atlas.texture},charStep:function(t,e){return e.atlas.step},em:function(t,e){return e.atlas.em},color:t.prop(\"color\"),opacity:t.prop(\"opacity\"),viewport:t.this(\"viewportArray\"),scale:t.this(\"scale\"),align:t.prop(\"align\"),baseline:t.prop(\"baseline\"),translate:t.this(\"translate\"),positionOffset:t.prop(\"positionOffset\")},primitive:\"points\",viewport:t.this(\"viewport\"),vert:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tattribute float width, charOffset, char;\\n\\t\\t\\tattribute vec2 position;\\n\\t\\t\\tuniform float fontSize, charStep, em, align, baseline;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform vec4 color;\\n\\t\\t\\tuniform vec2 atlasSize, atlasDim, scale, translate, positionOffset;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\t\"+(T.normalViewport?\"\":\"vec2 positionOffset = vec2(positionOffset.x,- positionOffset.y);\")+\"\\n\\n\\t\\t\\t\\tvec2 offset = floor(em * (vec2(align + charOffset, baseline)\\n\\t\\t\\t\\t\\t+ positionOffset))\\n\\t\\t\\t\\t\\t/ (viewport.zw * scale.xy);\\n\\n\\t\\t\\t\\tvec2 position = (position + translate) * scale;\\n\\t\\t\\t\\tposition += offset * scale;\\n\\n\\t\\t\\t\\t\"+(T.normalViewport?\"position.y = 1. - position.y;\":\"\")+\"\\n\\n\\t\\t\\t\\tcharCoord = position * viewport.zw + viewport.xy;\\n\\n\\t\\t\\t\\tgl_Position = vec4(position * 2. - 1., 0, 1);\\n\\n\\t\\t\\t\\tgl_PointSize = charStep;\\n\\n\\t\\t\\t\\tcharId.x = mod(char, atlasDim.x);\\n\\t\\t\\t\\tcharId.y = floor(char / atlasDim.x);\\n\\n\\t\\t\\t\\tcharWidth = width * em;\\n\\n\\t\\t\\t\\tfontColor = color / 255.;\\n\\t\\t\\t}\",frag:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tuniform sampler2D atlas;\\n\\t\\t\\tuniform float fontSize, charStep, opacity;\\n\\t\\t\\tuniform vec2 atlasSize;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\n\\t\\t\\tfloat lightness(vec4 color) {\\n\\t\\t\\t\\treturn color.r * 0.299 + color.g * 0.587 + color.b * 0.114;\\n\\t\\t\\t}\\n\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 uv = gl_FragCoord.xy - charCoord + charStep * .5;\\n\\t\\t\\t\\tfloat halfCharStep = floor(charStep * .5 + .5);\\n\\n\\t\\t\\t\\t// invert y and shift by 1px (FF expecially needs that)\\n\\t\\t\\t\\tuv.y = charStep - uv.y;\\n\\n\\t\\t\\t\\t// ignore points outside of character bounding box\\n\\t\\t\\t\\tfloat halfCharWidth = ceil(charWidth * .5);\\n\\t\\t\\t\\tif (floor(uv.x) > halfCharStep + halfCharWidth ||\\n\\t\\t\\t\\t\\tfloor(uv.x) < halfCharStep - halfCharWidth) return;\\n\\n\\t\\t\\t\\tuv += charId * charStep;\\n\\t\\t\\t\\tuv = uv / atlasSize;\\n\\n\\t\\t\\t\\tvec4 color = fontColor;\\n\\t\\t\\t\\tvec4 mask = texture2D(atlas, uv);\\n\\n\\t\\t\\t\\tfloat maskY = lightness(mask);\\n\\t\\t\\t\\t// float colorY = lightness(color);\\n\\t\\t\\t\\tcolor.a *= maskY;\\n\\t\\t\\t\\tcolor.a *= opacity;\\n\\n\\t\\t\\t\\t// color.a += .1;\\n\\n\\t\\t\\t\\t// antialiasing, see yiq color space y-channel formula\\n\\t\\t\\t\\t// color.rgb += (1. - color.rgb) * (1. - mask.rgb);\\n\\n\\t\\t\\t\\tgl_FragColor = color;\\n\\t\\t\\t}\"});return{regl:t,draw:e,atlas:{}}},T.prototype.update=function(t){var e=this;if(\"string\"==typeof t)t={text:t};else if(!t)return;null!=(t=a(t,{position:\"position positions coord coords coordinates\",font:\"font fontFace fontface typeface cssFont css-font family fontFamily\",fontSize:\"fontSize fontsize size font-size\",text:\"text texts chars characters value values symbols\",align:\"align alignment textAlign textbaseline\",baseline:\"baseline textBaseline textbaseline\",direction:\"dir direction textDirection\",color:\"color colour fill fill-color fillColor textColor textcolor\",kerning:\"kerning kern\",range:\"range dataBox\",viewport:\"vp viewport viewBox viewbox viewPort\",opacity:\"opacity alpha transparency visible visibility opaque\",offset:\"offset positionOffset padding shift indent indentation\"},!0)).opacity&&(Array.isArray(t.opacity)?this.opacity=t.opacity.map((function(t){return parseFloat(t)})):this.opacity=parseFloat(t.opacity)),null!=t.viewport&&(this.viewport=h(t.viewport),T.normalViewport&&(this.viewport.y=this.canvas.height-this.viewport.y-this.viewport.height),this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null==this.viewport&&(this.viewport={x:0,y:0,width:this.gl.drawingBufferWidth,height:this.gl.drawingBufferHeight},this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null!=t.kerning&&(this.kerning=t.kerning),null!=t.offset&&(\"number\"==typeof t.offset&&(t.offset=[t.offset,0]),this.positionOffset=y(t.offset)),t.direction&&(this.direction=t.direction),t.range&&(this.range=t.range,this.scale=[1/(t.range[2]-t.range[0]),1/(t.range[3]-t.range[1])],this.translate=[-t.range[0],-t.range[1]]),t.scale&&(this.scale=t.scale),t.translate&&(this.translate=t.translate),this.scale||(this.scale=[1/this.viewport.width,1/this.viewport.height]),this.translate||(this.translate=[0,0]),this.font.length||t.font||(t.font=T.baseFontSize+\"px sans-serif\");var r,i=!1,o=!1;if(t.font&&(Array.isArray(t.font)?t.font:[t.font]).forEach((function(t,r){if(\"string\"==typeof t)try{t=n.parse(t)}catch(e){t=n.parse(T.baseFontSize+\"px \"+t)}else t=n.parse(n.stringify(t));var a=n.stringify({size:T.baseFontSize,family:t.family,stretch:_?t.stretch:void 0,variant:t.variant,weight:t.weight,style:t.style}),s=p(t.size),l=Math.round(s[0]*d(s[1]));if(l!==e.fontSize[r]&&(o=!0,e.fontSize[r]=l),!(e.font[r]&&a==e.font[r].baseString||(i=!0,e.font[r]=T.fonts[a],e.font[r]))){var c=t.family.join(\", \"),u=[t.style];t.style!=t.variant&&u.push(t.variant),t.variant!=t.weight&&u.push(t.weight),_&&t.weight!=t.stretch&&u.push(t.stretch),e.font[r]={baseString:a,family:c,weight:t.weight,stretch:t.stretch,style:t.style,variant:t.variant,width:{},kerning:{},metrics:v(c,{origin:\"top\",fontSize:T.baseFontSize,fontStyle:u.join(\" \")})},T.fonts[a]=e.font[r]}})),(i||o)&&this.font.forEach((function(r,a){var i=n.stringify({size:e.fontSize[a],family:r.family,stretch:_?r.stretch:void 0,variant:r.variant,weight:r.weight,style:r.style});if(e.fontAtlas[a]=e.shader.atlas[i],!e.fontAtlas[a]){var o=r.metrics;e.shader.atlas[i]=e.fontAtlas[a]={fontString:i,step:2*Math.ceil(e.fontSize[a]*o.bottom*.5),em:e.fontSize[a],cols:0,rows:0,height:0,width:0,chars:[],ids:{},texture:e.regl.texture()}}null==t.text&&(t.text=e.text)})),\"string\"==typeof t.text&&t.position&&t.position.length>2){for(var s=Array(.5*t.position.length),f=0;f<s.length;f++)s[f]=t.text;t.text=s}if(null!=t.text||i){if(this.textOffsets=[0],Array.isArray(t.text)){this.count=t.text[0].length,this.counts=[this.count];for(var b=1;b<t.text.length;b++)this.textOffsets[b]=this.textOffsets[b-1]+t.text[b-1].length,this.count+=t.text[b].length,this.counts.push(t.text[b].length);this.text=t.text.join(\"\")}else this.text=t.text,this.count=this.text.length,this.counts=[this.count];r=[],this.font.forEach((function(t,n){T.atlasContext.font=t.baseString;for(var a=e.fontAtlas[n],i=0;i<e.text.length;i++){var o=e.text.charAt(i);if(null==a.ids[o]&&(a.ids[o]=a.chars.length,a.chars.push(o),r.push(o)),null==t.width[o]&&(t.width[o]=T.atlasContext.measureText(o).width/T.baseFontSize,e.kerning)){var s=[];for(var l in t.width)s.push(l+o,o+l);m(t.kerning,g(t.family,{pairs:s}))}}}))}if(t.position)if(t.position.length>2){for(var w=!t.position[0].length,k=u.mallocFloat(2*this.count),M=0,A=0;M<this.counts.length;M++){var S=this.counts[M];if(w)for(var E=0;E<S;E++)k[A++]=t.position[2*M],k[A++]=t.position[2*M+1];else for(var C=0;C<S;C++)k[A++]=t.position[M][0],k[A++]=t.position[M][1]}this.position.call?this.position({type:\"float\",data:k}):this.position=this.regl.buffer({type:\"float\",data:k}),u.freeFloat(k)}else this.position.destroy&&this.position.destroy(),this.position={constant:t.position};if(t.text||i){var L=u.mallocUint8(this.count),P=u.mallocFloat(2*this.count);this.textWidth=[];for(var I=0,z=0;I<this.counts.length;I++){for(var O=this.counts[I],D=this.font[I]||this.font[0],R=this.fontAtlas[I]||this.fontAtlas[0],F=0;F<O;F++){var B=this.text.charAt(z),N=this.text.charAt(z-1);if(L[z]=R.ids[B],P[2*z]=D.width[B],F){var j=P[2*z-2],U=P[2*z],V=P[2*z-1]+.5*j+.5*U;if(this.kerning){var q=D.kerning[N+B];q&&(V+=.001*q)}P[2*z+1]=V}else P[2*z+1]=.5*P[2*z];z++}this.textWidth.push(P.length?.5*P[2*z-2]+P[2*z-1]:0)}t.align||(t.align=this.align),this.charBuffer({data:L,type:\"uint8\",usage:\"stream\"}),this.sizeBuffer({data:P,type:\"float\",usage:\"stream\"}),u.freeUint8(L),u.freeFloat(P),r.length&&this.font.forEach((function(t,r){var n=e.fontAtlas[r],a=n.step,i=Math.floor(T.maxAtlasSize/a),o=Math.min(i,n.chars.length),s=Math.ceil(n.chars.length/o),l=x(o*a),u=x(s*a);n.width=l,n.height=u,n.rows=s,n.cols=o,n.em&&n.texture({data:c({canvas:T.atlasCanvas,font:n.fontString,chars:n.chars,shape:[l,u],step:[a,a]})})}))}if(t.align&&(this.align=t.align,this.alignOffset=this.textWidth.map((function(t,r){var n=Array.isArray(e.align)?e.align.length>1?e.align[r]:e.align[0]:e.align;if(\"number\"==typeof n)return n;switch(n){case\"right\":case\"end\":return-t;case\"center\":case\"centre\":case\"middle\":return.5*-t}return 0}))),null==this.baseline&&null==t.baseline&&(t.baseline=0),null!=t.baseline&&(this.baseline=t.baseline,Array.isArray(this.baseline)||(this.baseline=[this.baseline]),this.baselineOffset=this.baseline.map((function(t,r){var n=(e.font[r]||e.font[0]).metrics,a=0;return a+=.5*n.bottom,a+=\"number\"==typeof t?t-n.baseline:-n[t],T.normalViewport||(a*=-1),a}))),null!=t.color)if(t.color||(t.color=\"transparent\"),\"string\"!=typeof t.color&&isNaN(t.color)){var H;if(\"number\"==typeof t.color[0]&&t.color.length>this.counts.length){var G=t.color.length;H=u.mallocUint8(G);for(var Y=(t.color.subarray||t.color.slice).bind(t.color),W=0;W<G;W+=4)H.set(l(Y(W,W+4),\"uint8\"),W)}else{var Z=t.color.length;H=u.mallocUint8(4*Z);for(var X=0;X<Z;X++)H.set(l(t.color[X]||0,\"uint8\"),4*X)}this.color=H}else this.color=l(t.color,\"uint8\");if(t.position||t.text||t.color||t.baseline||t.align||t.font||t.offset||t.opacity)if(this.color.length>4||this.baselineOffset.length>1||this.align&&this.align.length>1||this.fontAtlas.length>1||this.positionOffset.length>2){var J=Math.max(.5*this.position.length||0,.25*this.color.length||0,this.baselineOffset.length||0,this.alignOffset.length||0,this.font.length||0,this.opacity.length||0,.5*this.positionOffset.length||0);this.batch=Array(J);for(var K=0;K<this.batch.length;K++)this.batch[K]={count:this.counts.length>1?this.counts[K]:this.counts[0],offset:this.textOffsets.length>1?this.textOffsets[K]:this.textOffsets[0],color:this.color?this.color.length<=4?this.color:this.color.subarray(4*K,4*K+4):[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[K]:this.opacity,baseline:null!=this.baselineOffset[K]?this.baselineOffset[K]:this.baselineOffset[0],align:this.align?null!=this.alignOffset[K]?this.alignOffset[K]:this.alignOffset[0]:0,atlas:this.fontAtlas[K]||this.fontAtlas[0],positionOffset:this.positionOffset.length>2?this.positionOffset.subarray(2*K,2*K+2):this.positionOffset}}else this.count?this.batch=[{count:this.count,offset:0,color:this.color||[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[0]:this.opacity,baseline:this.baselineOffset[0],align:this.alignOffset?this.alignOffset[0]:0,atlas:this.fontAtlas[0],positionOffset:this.positionOffset}]:this.batch=[]},T.prototype.destroy=function(){},T.prototype.kerning=!0,T.prototype.position={constant:new Float32Array(2)},T.prototype.translate=null,T.prototype.scale=null,T.prototype.font=null,T.prototype.text=\"\",T.prototype.positionOffset=[0,0],T.prototype.opacity=1,T.prototype.color=new Uint8Array([0,0,0,255]),T.prototype.alignOffset=[0,0],T.normalViewport=!1,T.maxAtlasSize=1024,T.atlasCanvas=document.createElement(\"canvas\"),T.atlasContext=T.atlasCanvas.getContext(\"2d\",{alpha:!1}),T.baseFontSize=64,T.fonts={},e.exports=T},{\"bit-twiddle\":95,\"color-normalize\":122,\"css-font\":141,\"detect-kerning\":168,\"es6-weak-map\":229,\"flatten-vertex-data\":240,\"font-atlas\":241,\"font-measure\":242,\"gl-util/context\":327,\"is-plain-obj\":426,\"object-assign\":459,\"parse-rect\":464,\"parse-unit\":466,\"pick-by-alias\":470,regl:499,\"to-px\":537,\"typedarray-pool\":554}],326:[function(t,e,r){\"use strict\";var n=t(\"ndarray\"),a=t(\"ndarray-ops\"),i=t(\"typedarray-pool\");e.exports=function(t){if(arguments.length<=1)throw new Error(\"gl-texture2d: Missing arguments for texture2d constructor\");o||c(t);if(\"number\"==typeof arguments[1])return v(t,arguments[1],arguments[2],arguments[3]||t.RGBA,arguments[4]||t.UNSIGNED_BYTE);if(Array.isArray(arguments[1]))return v(t,0|arguments[1][0],0|arguments[1][1],arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(\"object\"==typeof arguments[1]){var e=arguments[1],r=u(e)?e:e.raw;if(r)return y(t,r,0|e.width,0|e.height,arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(e.shape&&e.data&&e.stride)return x(t,e)}throw new Error(\"gl-texture2d: Invalid arguments for texture2d constructor\")};var o=null,s=null,l=null;function c(t){o=[t.LINEAR,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_NEAREST],s=[t.NEAREST,t.LINEAR,t.NEAREST_MIPMAP_NEAREST,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_LINEAR],l=[t.REPEAT,t.CLAMP_TO_EDGE,t.MIRRORED_REPEAT]}function u(t){return\"undefined\"!=typeof HTMLCanvasElement&&t instanceof HTMLCanvasElement||\"undefined\"!=typeof HTMLImageElement&&t instanceof HTMLImageElement||\"undefined\"!=typeof HTMLVideoElement&&t instanceof HTMLVideoElement||\"undefined\"!=typeof ImageData&&t instanceof ImageData}var h=function(t,e){a.muls(t,e,255)};function f(t,e,r){var n=t.gl,a=n.getParameter(n.MAX_TEXTURE_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-texture2d: Invalid texture size\");return t._shape=[e,r],t.bind(),n.texImage2D(n.TEXTURE_2D,0,t.format,e,r,0,t.format,t.type,null),t._mipLevels=[0],t}function p(t,e,r,n,a,i){this.gl=t,this.handle=e,this.format=a,this.type=i,this._shape=[r,n],this._mipLevels=[0],this._magFilter=t.NEAREST,this._minFilter=t.NEAREST,this._wrapS=t.CLAMP_TO_EDGE,this._wrapT=t.CLAMP_TO_EDGE,this._anisoSamples=1;var o=this,s=[this._wrapS,this._wrapT];Object.defineProperties(s,[{get:function(){return o._wrapS},set:function(t){return o.wrapS=t}},{get:function(){return o._wrapT},set:function(t){return o.wrapT=t}}]),this._wrapVector=s;var l=[this._shape[0],this._shape[1]];Object.defineProperties(l,[{get:function(){return o._shape[0]},set:function(t){return o.width=t}},{get:function(){return o._shape[1]},set:function(t){return o.height=t}}]),this._shapeVector=l}var d=p.prototype;function g(t,e){return 3===t.length?1===e[2]&&e[1]===t[0]*t[2]&&e[0]===t[2]:1===e[0]&&e[1]===t[0]}function m(t){var e=t.createTexture();return t.bindTexture(t.TEXTURE_2D,e),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_S,t.CLAMP_TO_EDGE),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_T,t.CLAMP_TO_EDGE),e}function v(t,e,r,n,a){var i=t.getParameter(t.MAX_TEXTURE_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-texture2d: Invalid texture shape\");if(a===t.FLOAT&&!t.getExtension(\"OES_texture_float\"))throw new Error(\"gl-texture2d: Floating point textures not supported on this platform\");var o=m(t);return t.texImage2D(t.TEXTURE_2D,0,n,e,r,0,n,a,null),new p(t,o,e,r,n,a)}function y(t,e,r,n,a,i){var o=m(t);return t.texImage2D(t.TEXTURE_2D,0,a,a,i,e),new p(t,o,r,n,a,i)}function x(t,e){var r=e.dtype,o=e.shape.slice(),s=t.getParameter(t.MAX_TEXTURE_SIZE);if(o[0]<0||o[0]>s||o[1]<0||o[1]>s)throw new Error(\"gl-texture2d: Invalid texture size\");var l=g(o,e.stride.slice()),c=0;\"float32\"===r?c=t.FLOAT:\"float64\"===r?(c=t.FLOAT,l=!1,r=\"float32\"):\"uint8\"===r?c=t.UNSIGNED_BYTE:(c=t.UNSIGNED_BYTE,l=!1,r=\"uint8\");var u,f,d=0;if(2===o.length)d=t.LUMINANCE,o=[o[0],o[1],1],e=n(e.data,o,[e.stride[0],e.stride[1],1],e.offset);else{if(3!==o.length)throw new Error(\"gl-texture2d: Invalid shape for texture\");if(1===o[2])d=t.ALPHA;else if(2===o[2])d=t.LUMINANCE_ALPHA;else if(3===o[2])d=t.RGB;else{if(4!==o[2])throw new Error(\"gl-texture2d: Invalid shape for pixel coords\");d=t.RGBA}}c!==t.FLOAT||t.getExtension(\"OES_texture_float\")||(c=t.UNSIGNED_BYTE,l=!1);var v=e.size;if(l)u=0===e.offset&&e.data.length===v?e.data:e.data.subarray(e.offset,e.offset+v);else{var y=[o[2],o[2]*o[0],1];f=i.malloc(v,r);var x=n(f,o,y,0);\"float32\"!==r&&\"float64\"!==r||c!==t.UNSIGNED_BYTE?a.assign(x,e):h(x,e),u=f.subarray(0,v)}var b=m(t);return t.texImage2D(t.TEXTURE_2D,0,d,o[0],o[1],0,d,c,u),l||i.free(f),new p(t,b,o[0],o[1],d,c)}Object.defineProperties(d,{minFilter:{get:function(){return this._minFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&&o.indexOf(t)>=0&&(e.getExtension(\"OES_texture_float_linear\")||(t=e.NEAREST)),s.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown filter mode \"+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,t),this._minFilter=t}},magFilter:{get:function(){return this._magFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&&o.indexOf(t)>=0&&(e.getExtension(\"OES_texture_float_linear\")||(t=e.NEAREST)),s.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown filter mode \"+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,t),this._magFilter=t}},mipSamples:{get:function(){return 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+       "/*!\n",
+       " * Determine if an object is a Buffer\n",
+       " *\n",
+       " * @author   Feross Aboukhadijeh <https://feross.org>\n",
+       " * @license  MIT\n",
+       " */\n",
+       "e.exports=function(t){return null!=t&&(n(t)||function(t){return\"function\"==typeof t.readFloatLE&&\"function\"==typeof t.slice&&n(t.slice(0,0))}(t)||!!t._isBuffer)}},{}],423:[function(t,e,r){\"use strict\";e.exports=\"undefined\"!=typeof navigator&&(/MSIE/.test(navigator.userAgent)||/Trident\\//.test(navigator.appVersion))},{}],424:[function(t,e,r){\"use strict\";e.exports=i,e.exports.isMobile=i,e.exports.default=i;var n=/(android|bb\\d+|meego).+mobile|avantgo|bada\\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\\/|plucker|pocket|psp|series[46]0|symbian|treo|up\\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino/i,a=/(android|bb\\d+|meego).+mobile|avantgo|bada\\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\\/|plucker|pocket|psp|series[46]0|symbian|treo|up\\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino|android|ipad|playbook|silk/i;function i(t){t||(t={});var e=t.ua;if(e||\"undefined\"==typeof navigator||(e=navigator.userAgent),e&&e.headers&&\"string\"==typeof e.headers[\"user-agent\"]&&(e=e.headers[\"user-agent\"]),\"string\"!=typeof e)return!1;var r=t.tablet?a.test(e):n.test(e);return!r&&t.tablet&&t.featureDetect&&navigator&&navigator.maxTouchPoints>1&&-1!==e.indexOf(\"Macintosh\")&&-1!==e.indexOf(\"Safari\")&&(r=!0),r}},{}],425:[function(t,e,r){\"use strict\";e.exports=function(t){var e=typeof t;return null!==t&&(\"object\"===e||\"function\"===e)}},{}],426:[function(t,e,r){\"use strict\";var n=Object.prototype.toString;e.exports=function(t){var e;return\"[object Object]\"===n.call(t)&&(null===(e=Object.getPrototypeOf(t))||e===Object.getPrototypeOf({}))}},{}],427:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e,r=t.length,n=0;n<r;n++)if(((e=t.charCodeAt(n))<9||e>13)&&32!==e&&133!==e&&160!==e&&5760!==e&&6158!==e&&(e<8192||e>8205)&&8232!==e&&8233!==e&&8239!==e&&8287!==e&&8288!==e&&12288!==e&&65279!==e)return!1;return!0}},{}],428:[function(t,e,r){\"use strict\";e.exports=function(t){return\"string\"==typeof t&&(t=t.trim(),!!(/^[mzlhvcsqta]\\s*[-+.0-9][^mlhvzcsqta]+/i.test(t)&&/[\\dz]$/i.test(t)&&t.length>4))}},{}],429:[function(t,e,r){e.exports=function(t,e,r){return t*(1-r)+e*r}},{}],430:[function(t,e,r){!function(t,n){\"object\"==typeof r&&\"undefined\"!=typeof e?e.exports=n():(t=t||self).mapboxgl=n()}(this,(function(){\"use strict\";var t,e,r;function n(n,a){if(t)if(e){var i=\"var sharedChunk = {}; (\"+t+\")(sharedChunk); (\"+e+\")(sharedChunk);\",o={};t(o),(r=a(o)).workerUrl=window.URL.createObjectURL(new Blob([i],{type:\"text/javascript\"}))}else e=a;else t=a}return n(0,(function(t){function e(t,e){return t(e={exports:{}},e.exports),e.exports}var r=n;function 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Date.now()>this._skuTokenExpiresAt},q.prototype.transformRequest=function(t,e){return this._transformRequestFn&&this._transformRequestFn(t,e)||{url:t}},q.prototype.normalizeStyleURL=function(t,e){if(!H(t))return t;var r=Z(t);return r.path=\"/styles/v1\"+r.path,this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeGlyphsURL=function(t,e){if(!H(t))return t;var r=Z(t);return r.path=\"/fonts/v1\"+r.path,this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeSourceURL=function(t,e){if(!H(t))return t;var r=Z(t);return r.path=\"/v4/\"+r.authority+\".json\",r.params.push(\"secure\"),this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeSpriteURL=function(t,e,r,n){var a=Z(t);return H(t)?(a.path=\"/styles/v1\"+a.path+\"/sprite\"+e+r,this._makeAPIURL(a,this._customAccessToken||n)):(a.path+=\"\"+e+r,X(a))},q.prototype.normalizeTileURL=function(t,e){if(this._isSkuTokenExpired()&&this._createSkuToken(),t&&!H(t))return t;var r=Z(t);r.path=r.path.replace(/(\\.(png|jpg)\\d*)(?=$)/,(R.devicePixelRatio>=2||512===e?\"@2x\":\"\")+(B.supported?\".webp\":\"$1\")),r.path=r.path.replace(/^.+\\/v4\\//,\"/\"),r.path=\"/v4\"+r.path;var n=this._customAccessToken||function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e].match(/^access_token=(.*)$/);if(n)return n[1]}return null}(r.params)||F.ACCESS_TOKEN;return F.REQUIRE_ACCESS_TOKEN&&n&&this._skuToken&&r.params.push(\"sku=\"+this._skuToken),this._makeAPIURL(r,n)},q.prototype.canonicalizeTileURL=function(t,e){var r=Z(t);if(!r.path.match(/(^\\/v4\\/)/)||!r.path.match(/\\.[\\w]+$/))return t;var n=\"mapbox://tiles/\";n+=r.path.replace(\"/v4/\",\"\");var a=r.params;return e&&(a=a.filter((function(t){return!t.match(/^access_token=/)}))),a.length&&(n+=\"?\"+a.join(\"&\")),n},q.prototype.canonicalizeTileset=function(t,e){for(var r=!!e&&H(e),n=[],a=0,i=t.tiles||[];a<i.length;a+=1){var o=i[a];Y(o)?n.push(this.canonicalizeTileURL(o,r)):n.push(o)}return 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e=t.params.length?\"?\"+t.params.join(\"&\"):\"\";return t.protocol+\"://\"+t.authority+t.path+e}function J(t){if(!t)return null;var e=t.split(\".\");if(!e||3!==e.length)return null;try{return JSON.parse(decodeURIComponent(self.atob(e[1]).split(\"\").map((function(t){return\"%\"+(\"00\"+t.charCodeAt(0).toString(16)).slice(-2)})).join(\"\")))}catch(t){return null}}var K=function(t){this.type=t,this.anonId=null,this.eventData={},this.queue=[],this.pendingRequest=null};K.prototype.getStorageKey=function(t){var e,r=J(F.ACCESS_TOKEN);return e=r&&r.u?self.btoa(encodeURIComponent(r.u).replace(/%([0-9A-F]{2})/g,(function(t,e){return String.fromCharCode(Number(\"0x\"+e))}))):F.ACCESS_TOKEN||\"\",t?\"mapbox.eventData.\"+t+\":\"+e:\"mapbox.eventData:\"+e},K.prototype.fetchEventData=function(){var t=E(\"localStorage\"),e=this.getStorageKey(),r=this.getStorageKey(\"uuid\");if(t)try{var n=self.localStorage.getItem(e);n&&(this.eventData=JSON.parse(n));var 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r=e.parse(t[1],1,Dt);if(!r)return null;var n=[],a=null;e.expectedType&&\"value\"!==e.expectedType.kind&&(a=e.expectedType);for(var i=1;i<t.length;i+=2){var o=1===i?-1/0:t[i],s=t[i+1],l=i,c=i+1;if(\"number\"!=typeof o)return e.error('Input/output pairs for \"step\" expressions must be defined using literal numeric values (not computed expressions) for the input values.',l);if(n.length&&n[n.length-1][0]>=o)return e.error('Input/output pairs for \"step\" expressions must be arranged with input values in strictly ascending order.',l);var u=e.parse(s,c,a);if(!u)return null;a=a||u.type,n.push([o,u])}return new je(a,r,n)},je.prototype.evaluate=function(t){var e=this.labels,r=this.outputs;if(1===e.length)return r[0].evaluate(t);var n=this.input.evaluate(t);if(n<=e[0])return r[0].evaluate(t);var a=e.length;return n>=e[a-1]?r[a-1].evaluate(t):r[Ne(e,n)].evaluate(t)},je.prototype.eachChild=function(t){t(this.input);for(var 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e=Xe(t.r),r=Xe(t.g),n=Xe(t.b),a=Ye((.4124564*e+.3575761*r+.1804375*n)/.95047),i=Ye((.2126729*e+.7151522*r+.072175*n)/1);return{l:116*i-16,a:500*(a-i),b:200*(i-Ye((.0193339*e+.119192*r+.9503041*n)/1.08883)),alpha:t.a}}function Ke(t){var e=(t.l+16)/116,r=isNaN(t.a)?e:e+t.a/500,n=isNaN(t.b)?e:e-t.b/200;return e=1*We(e),r=.95047*We(r),n=1.08883*We(n),new Kt(Ze(3.2404542*r-1.5371385*e-.4985314*n),Ze(-.969266*r+1.8760108*e+.041556*n),Ze(.0556434*r-.2040259*e+1.0572252*n),t.alpha)}function Qe(t,e,r){var n=e-t;return t+r*(n>180||n<-180?n-360*Math.round(n/360):n)}var $e={forward:Je,reverse:Ke,interpolate:function(t,e,r){return{l:Ue(t.l,e.l,r),a:Ue(t.a,e.a,r),b:Ue(t.b,e.b,r),alpha:Ue(t.alpha,e.alpha,r)}}},tr={forward:function(t){var e=Je(t),r=e.l,n=e.a,a=e.b,i=Math.atan2(a,n)*Ge;return{h:i<0?i+360:i,c:Math.sqrt(n*n+a*a),l:r,alpha:t.a}},reverse:function(t){var e=t.h*He,r=t.c;return Ke({l:t.l,a:Math.cos(e)*r,b:Math.sin(e)*r,alpha:t.alpha})},interpolate:function(t,e,r){return{h:Qe(t.h,e.h,r),c:Ue(t.c,e.c,r),l:Ue(t.l,e.l,r),alpha:Ue(t.alpha,e.alpha,r)}}},er=Object.freeze({__proto__:null,lab:$e,hcl:tr}),rr=function(t,e,r,n,a){this.type=t,this.operator=e,this.interpolation=r,this.input=n,this.labels=[],this.outputs=[];for(var i=0,o=a;i<o.length;i+=1){var s=o[i],l=s[1];this.labels.push(s[0]),this.outputs.push(l)}};function nr(t,e,r,n){var a=n-r,i=t-r;return 0===a?0:1===e?i/a:(Math.pow(e,i)-1)/(Math.pow(e,a)-1)}rr.interpolationFactor=function(t,e,n,a){var i=0;if(\"exponential\"===t.name)i=nr(e,t.base,n,a);else if(\"linear\"===t.name)i=nr(e,1,n,a);else if(\"cubic-bezier\"===t.name){var o=t.controlPoints;i=new r(o[0],o[1],o[2],o[3]).solve(nr(e,1,n,a))}return i},rr.parse=function(t,e){var r=t[0],n=t[1],a=t[2],i=t.slice(3);if(!Array.isArray(n)||0===n.length)return e.error(\"Expected an interpolation type expression.\",1);if(\"linear\"===n[0])n={name:\"linear\"};else if(\"exponential\"===n[0]){var o=n[1];if(\"number\"!=typeof o)return e.error(\"Exponential interpolation requires a numeric base.\",1,1);n={name:\"exponential\",base:o}}else{if(\"cubic-bezier\"!==n[0])return e.error(\"Unknown interpolation type \"+String(n[0]),1,0);var s=n.slice(1);if(4!==s.length||s.some((function(t){return\"number\"!=typeof t||t<0||t>1})))return e.error(\"Cubic bezier interpolation requires four numeric arguments with values between 0 and 1.\",1);n={name:\"cubic-bezier\",controlPoints:s}}if(t.length-1<4)return e.error(\"Expected at least 4 arguments, but found only \"+(t.length-1)+\".\");if((t.length-1)%2!=0)return e.error(\"Expected an even number of arguments.\");if(!(a=e.parse(a,2,Dt)))return null;var l=[],c=null;\"interpolate-hcl\"===r||\"interpolate-lab\"===r?c=Bt:e.expectedType&&\"value\"!==e.expectedType.kind&&(c=e.expectedType);for(var u=0;u<i.length;u+=2){var h=i[u],f=i[u+1],p=u+3,d=u+4;if(\"number\"!=typeof h)return e.error('Input/output pairs for 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i=Ne(e,n),o=rr.interpolationFactor(this.interpolation,n,e[i],e[i+1]),s=r[i].evaluate(t),l=r[i+1].evaluate(t);return\"interpolate\"===this.operator?Ve[this.type.kind.toLowerCase()](s,l,o):\"interpolate-hcl\"===this.operator?tr.reverse(tr.interpolate(tr.forward(s),tr.forward(l),o)):$e.reverse($e.interpolate($e.forward(s),$e.forward(l),o))},rr.prototype.eachChild=function(t){t(this.input);for(var e=0,r=this.outputs;e<r.length;e+=1)t(r[e])},rr.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))},rr.prototype.serialize=function(){var t;t=\"linear\"===this.interpolation.name?[\"linear\"]:\"exponential\"===this.interpolation.name?1===this.interpolation.base?[\"linear\"]:[\"exponential\",this.interpolation.base]:[\"cubic-bezier\"].concat(this.interpolation.controlPoints);for(var e=[this.operator,t,this.input.serialize()],r=0;r<this.labels.length;r++)e.push(this.labels[r],this.outputs[r].serialize());return e};var ar=function(t,e){this.type=t,this.args=e};ar.parse=function(t,e){if(t.length<2)return e.error(\"Expectected at least one argument.\");var r=null,n=e.expectedType;n&&\"value\"!==n.kind&&(r=n);for(var a=[],i=0,o=t.slice(1);i<o.length;i+=1){var s=e.parse(o[i],1+a.length,r,void 0,{typeAnnotation:\"omit\"});if(!s)return null;r=r||s.type,a.push(s)}var l=n&&a.some((function(t){return Wt(n,t.type)}));return new ar(l?jt:r,a)},ar.prototype.evaluate=function(t){for(var e,r=null,n=0,a=0,i=this.args;a<i.length&&(n++,(r=i[a].evaluate(t))&&r instanceof ee&&!r.available&&(e||(e=r.name),r=null,n===this.args.length&&(r=e)),null===r);a+=1);return r},ar.prototype.eachChild=function(t){this.args.forEach(t)},ar.prototype.outputDefined=function(){return this.args.every((function(t){return t.outputDefined()}))},ar.prototype.serialize=function(){var t=[\"coalesce\"];return this.eachChild((function(e){t.push(e.serialize())})),t};var 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t.push(this.result.serialize()),t};var or=function(t,e,r){this.type=t,this.index=e,this.input=r};or.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Dt),n=e.parse(t[2],2,Ht(e.expectedType||jt));return r&&n?new or(n.type.itemType,r,n):null},or.prototype.evaluate=function(t){var e=this.index.evaluate(t),r=this.input.evaluate(t);if(e<0)throw new se(\"Array index out of bounds: \"+e+\" < 0.\");if(e>=r.length)throw new se(\"Array index out of bounds: \"+e+\" > \"+(r.length-1)+\".\");if(e!==Math.floor(e))throw new se(\"Array index must be an integer, but found \"+e+\" instead.\");return r[e]},or.prototype.eachChild=function(t){t(this.index),t(this.input)},or.prototype.outputDefined=function(){return!1},or.prototype.serialize=function(){return[\"at\",this.index.serialize(),this.input.serialize()]};var sr=function(t,e){this.type=Ft,this.needle=t,this.haystack=e};sr.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,jt),n=e.parse(t[2],2,jt);return r&&n?Zt(r.type,[Ft,Rt,Dt,Ot,jt])?new sr(r,n):e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Gt(r.type)+\" instead\"):null},sr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!r)return!1;if(!Xt(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new se(\"Expected first argument to be of type boolean, string, number or null, but found \"+Gt(ae(e))+\" instead.\");if(!Xt(r,[\"string\",\"array\"]))throw new se(\"Expected second argument to be of type array or string, but found \"+Gt(ae(r))+\" instead.\");return r.indexOf(e)>=0},sr.prototype.eachChild=function(t){t(this.needle),t(this.haystack)},sr.prototype.outputDefined=function(){return!0},sr.prototype.serialize=function(){return[\"in\",this.needle.serialize(),this.haystack.serialize()]};var lr=function(t,e,r){this.type=Dt,this.needle=t,this.haystack=e,this.fromIndex=r};lr.parse=function(t,e){if(t.length<=2||t.length>=5)return e.error(\"Expected 3 or 4 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,jt),n=e.parse(t[2],2,jt);if(!r||!n)return null;if(!Zt(r.type,[Ft,Rt,Dt,Ot,jt]))return e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Gt(r.type)+\" instead\");if(4===t.length){var a=e.parse(t[3],3,Dt);return a?new lr(r,n,a):null}return new lr(r,n)},lr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!Xt(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new se(\"Expected first argument to be of type boolean, string, number or null, but found \"+Gt(ae(e))+\" instead.\");if(!Xt(r,[\"string\",\"array\"]))throw new se(\"Expected second argument to be of type array or string, but found \"+Gt(ae(r))+\" instead.\");if(this.fromIndex){var n=this.fromIndex.evaluate(t);return r.indexOf(e,n)}return r.indexOf(e)},lr.prototype.eachChild=function(t){t(this.needle),t(this.haystack),this.fromIndex&&t(this.fromIndex)},lr.prototype.outputDefined=function(){return!1},lr.prototype.serialize=function(){if(null!=this.fromIndex&&void 0!==this.fromIndex){var t=this.fromIndex.serialize();return[\"index-of\",this.needle.serialize(),this.haystack.serialize(),t]}return[\"index-of\",this.needle.serialize(),this.haystack.serialize()]};var cr=function(t,e,r,n,a,i){this.inputType=t,this.type=e,this.input=r,this.cases=n,this.outputs=a,this.otherwise=i};cr.parse=function(t,e){if(t.length<5)return e.error(\"Expected at least 4 arguments, but found only \"+(t.length-1)+\".\");if(t.length%2!=1)return e.error(\"Expected an even number of arguments.\");var r,n;e.expectedType&&\"value\"!==e.expectedType.kind&&(n=e.expectedType);for(var a={},i=[],o=2;o<t.length-1;o+=2){var s=t[o],l=t[o+1];Array.isArray(s)||(s=[s]);var c=e.concat(o);if(0===s.length)return c.error(\"Expected at least one branch label.\");for(var u=0,h=s;u<h.length;u+=1){var f=h[u];if(\"number\"!=typeof f&&\"string\"!=typeof f)return c.error(\"Branch labels must be numbers or strings.\");if(\"number\"==typeof f&&Math.abs(f)>Number.MAX_SAFE_INTEGER)return c.error(\"Branch labels must be integers no larger than \"+Number.MAX_SAFE_INTEGER+\".\");if(\"number\"==typeof f&&Math.floor(f)!==f)return c.error(\"Numeric branch labels must be integer values.\");if(r){if(c.checkSubtype(r,ae(f)))return null}else r=ae(f);if(void 0!==a[String(f)])return c.error(\"Branch labels must be unique.\");a[String(f)]=i.length}var p=e.parse(l,o,n);if(!p)return null;n=n||p.type,i.push(p)}var d=e.parse(t[1],1,jt);if(!d)return null;var g=e.parse(t[t.length-1],t.length-1,n);return g?\"value\"!==d.type.kind&&e.concat(1).checkSubtype(r,d.type)?null:new cr(r,n,d,a,i,g):null},cr.prototype.evaluate=function(t){var e=this.input.evaluate(t);return(ae(e)===this.inputType&&this.outputs[this.cases[e]]||this.otherwise).evaluate(t)},cr.prototype.eachChild=function(t){t(this.input),this.outputs.forEach(t),t(this.otherwise)},cr.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))&&this.otherwise.outputDefined()},cr.prototype.serialize=function(){for(var t=this,e=[\"match\",this.input.serialize()],r=[],n={},a=0,i=Object.keys(this.cases).sort();a<i.length;a+=1){var o=i[a];void 0===(h=n[this.cases[o]])?(n[this.cases[o]]=r.length,r.push([this.cases[o],[o]])):r[h][1].push(o)}for(var s=function(e){return\"number\"===t.inputType.kind?Number(e):e},l=0,c=r;l<c.length;l+=1){var u=c[l],h=u[0],f=u[1];e.push(1===f.length?s(f[0]):f.map(s)),e.push(this.outputs[outputIndex$1].serialize())}return e.push(this.otherwise.serialize()),e};var ur=function(t,e,r){this.type=t,this.branches=e,this.otherwise=r};ur.parse=function(t,e){if(t.length<4)return e.error(\"Expected at least 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hr=function(t,e,r,n){this.type=t,this.input=e,this.beginIndex=r,this.endIndex=n};function fr(t,e){return\"==\"===t||\"!=\"===t?\"boolean\"===e.kind||\"string\"===e.kind||\"number\"===e.kind||\"null\"===e.kind||\"value\"===e.kind:\"string\"===e.kind||\"number\"===e.kind||\"value\"===e.kind}function pr(t,e,r,n){return 0===n.compare(e,r)}function dr(t,e,r){var n=\"==\"!==t&&\"!=\"!==t;return function(){function a(t,e,r){this.type=Ft,this.lhs=t,this.rhs=e,this.collator=r,this.hasUntypedArgument=\"value\"===t.type.kind||\"value\"===e.type.kind}return a.parse=function(t,e){if(3!==t.length&&4!==t.length)return e.error(\"Expected two or three arguments.\");var r=t[0],i=e.parse(t[1],1,jt);if(!i)return null;if(!fr(r,i.type))return e.concat(1).error('\"'+r+\"\\\" comparisons are not supported for type '\"+Gt(i.type)+\"'.\");var o=e.parse(t[2],2,jt);if(!o)return null;if(!fr(r,o.type))return e.concat(2).error('\"'+r+\"\\\" comparisons are not supported for type 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this._warningHistory[t.message]||(this._warningHistory[t.message]=!0,\"undefined\"!=typeof console&&console.warn(t.message)),this._defaultValue}};var Hr=function(t,e){this.kind=t,this._styleExpression=e,this.isStateDependent=\"constant\"!==t&&!De(e.expression)};Hr.prototype.evaluateWithoutErrorHandling=function(t,e,r,n,a,i){return this._styleExpression.evaluateWithoutErrorHandling(t,e,r,n,a,i)},Hr.prototype.evaluate=function(t,e,r,n,a,i){return this._styleExpression.evaluate(t,e,r,n,a,i)};var Gr=function(t,e,r,n){this.kind=t,this.zoomStops=r,this._styleExpression=e,this.isStateDependent=\"camera\"!==t&&!De(e.expression),this.interpolationType=n};function Yr(t,e){if(\"error\"===(t=qr(t,e)).result)return t;var r=t.value.expression,n=Oe(r);if(!n&&!Lr(e))return Cr([new It(\"\",\"data expressions not supported\")]);var a=Re(r,[\"zoom\"]);if(!a&&!Pr(e))return Cr([new It(\"\",\"zoom expressions not supported\")]);var i=function t(e){var r=null;if(e instanceof ir)r=t(e.result);else if(e 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this._styleExpression.evaluateWithoutErrorHandling(t,e,r,n,a,i)},Gr.prototype.evaluate=function(t,e,r,n,a,i){return this._styleExpression.evaluate(t,e,r,n,a,i)},Gr.prototype.interpolationFactor=function(t,e,r){return this.interpolationType?rr.interpolationFactor(this.interpolationType,t,e,r):0};var Wr=function(t,e){this._parameters=t,this._specification=e,Ct(this,function t(e,r){var n,a,i,o=\"color\"===r.type,s=e.stops&&\"object\"==typeof e.stops[0][0],l=s||!(s||void 0!==e.property),c=e.type||(Ir(r)?\"exponential\":\"interval\");if(o&&((e=Ct({},e)).stops&&(e.stops=e.stops.map((function(t){return[t[0],Kt.parse(t[1])]}))),e.default=Kt.parse(e.default?e.default:r.default)),e.colorSpace&&\"rgb\"!==e.colorSpace&&!er[e.colorSpace])throw new Error(\"Unknown color space: \"+e.colorSpace);if(\"exponential\"===c)n=Nr;else if(\"interval\"===c)n=Br;else if(\"categorical\"===c){n=Fr,a=Object.create(null);for(var u=0,h=e.stops;u<h.length;u+=1){var f=h[u];a[f[0]]=f[1]}i=typeof 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s=o&&o.properties?o.properties[e.property]:void 0;return void 0===s?Rr(e.default,r.default):n(e,r,s,a,i)}}}(this._parameters,this._specification))};function Zr(t){var e=t.key,r=t.value,n=t.valueSpec||{},a=t.objectElementValidators||{},i=t.style,o=t.styleSpec,s=[],l=zr(r);if(\"object\"!==l)return[new St(e,r,\"object expected, \"+l+\" found\")];for(var c in r){var u=c.split(\".\")[0],h=n[u]||n[\"*\"],f=void 0;if(a[u])f=a[u];else if(n[u])f=bn;else if(a[\"*\"])f=a[\"*\"];else{if(!n[\"*\"]){s.push(new St(e,r[c],'unknown property \"'+c+'\"'));continue}f=bn}s=s.concat(f({key:(e?e+\".\":e)+c,value:r[c],valueSpec:h,style:i,styleSpec:o,object:r,objectKey:c},r))}for(var p in n)a[p]||n[p].required&&void 0===n[p].default&&void 0===r[p]&&s.push(new St(e,r,'missing required property \"'+p+'\"'));return s}function Xr(t){var e=t.value,r=t.valueSpec,n=t.style,a=t.styleSpec,i=t.key,o=t.arrayElementValidator||bn;if(\"array\"!==zr(e))return[new St(i,e,\"array expected, \"+zr(e)+\" found\")];if(r.length&&e.length!==r.length)return[new St(i,e,\"array length \"+r.length+\" expected, length \"+e.length+\" found\")];if(r[\"min-length\"]&&e.length<r[\"min-length\"])return[new St(i,e,\"array length at least \"+r[\"min-length\"]+\" expected, length \"+e.length+\" found\")];var s={type:r.value,values:r.values};a.$version<7&&(s.function=r.function),\"object\"===zr(r.value)&&(s=r.value);for(var l=[],c=0;c<e.length;c++)l=l.concat(o({array:e,arrayIndex:c,value:e[c],valueSpec:s,style:n,styleSpec:a,key:i+\"[\"+c+\"]\"}));return l}function Jr(t){var e=t.key,r=t.value,n=t.valueSpec,a=zr(r);return\"number\"===a&&r!=r&&(a=\"NaN\"),\"number\"!==a?[new St(e,r,\"number expected, \"+a+\" found\")]:\"minimum\"in n&&r<n.minimum?[new St(e,r,r+\" is less than the minimum value \"+n.minimum)]:\"maximum\"in n&&r>n.maximum?[new St(e,r,r+\" is greater than the maximum value \"+n.maximum)]:[]}function Kr(t){var e,r,n,a=t.valueSpec,i=Lt(t.value.type),o={},s=\"categorical\"!==i&&void 0===t.value.property,l=!s,c=\"array\"===zr(t.value.stops)&&\"array\"===zr(t.value.stops[0])&&\"object\"===zr(t.value.stops[0][0]),u=Zr({key:t.key,value:t.value,valueSpec:t.styleSpec.function,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{stops:function(t){if(\"identity\"===i)return[new St(t.key,t.value,'identity function may not have a \"stops\" property')];var e=[],r=t.value;return e=e.concat(Xr({key:t.key,value:r,valueSpec:t.valueSpec,style:t.style,styleSpec:t.styleSpec,arrayElementValidator:h})),\"array\"===zr(r)&&0===r.length&&e.push(new St(t.key,r,\"array must have at least one stop\")),e},default:function(t){return bn({key:t.key,value:t.value,valueSpec:a,style:t.style,styleSpec:t.styleSpec})}}});return\"identity\"===i&&s&&u.push(new St(t.key,t.value,'missing required property \"property\"')),\"identity\"===i||t.value.stops||u.push(new St(t.key,t.value,'missing required property \"stops\"')),\"exponential\"===i&&t.valueSpec.expression&&!Ir(t.valueSpec)&&u.push(new St(t.key,t.value,\"exponential functions not supported\")),t.styleSpec.$version>=8&&(l&&!Lr(t.valueSpec)?u.push(new St(t.key,t.value,\"property functions not supported\")):s&&!Pr(t.valueSpec)&&u.push(new St(t.key,t.value,\"zoom functions not supported\"))),\"categorical\"!==i&&!c||void 0!==t.value.property||u.push(new St(t.key,t.value,'\"property\" property is required')),u;function h(t){var e=[],i=t.value,s=t.key;if(\"array\"!==zr(i))return[new St(s,i,\"array expected, \"+zr(i)+\" found\")];if(2!==i.length)return[new St(s,i,\"array length 2 expected, length \"+i.length+\" found\")];if(c){if(\"object\"!==zr(i[0]))return[new St(s,i,\"object expected, \"+zr(i[0])+\" found\")];if(void 0===i[0].zoom)return[new St(s,i,\"object stop key must have zoom\")];if(void 0===i[0].value)return[new St(s,i,\"object stop key must have value\")];if(n&&n>Lt(i[0].zoom))return[new St(s,i[0].zoom,\"stop zoom values must appear in ascending order\")];Lt(i[0].zoom)!==n&&(n=Lt(i[0].zoom),r=void 0,o={}),e=e.concat(Zr({key:s+\"[0]\",value:i[0],valueSpec:{zoom:{}},style:t.style,styleSpec:t.styleSpec,objectElementValidators:{zoom:Jr,value:f}}))}else e=e.concat(f({key:s+\"[0]\",value:i[0],valueSpec:{},style:t.style,styleSpec:t.styleSpec},i));return Vr(Pt(i[1]))?e.concat([new St(s+\"[1]\",i[1],\"expressions are not allowed in function stops.\")]):e.concat(bn({key:s+\"[1]\",value:i[1],valueSpec:a,style:t.style,styleSpec:t.styleSpec}))}function f(t,n){var s=zr(t.value),l=Lt(t.value),c=null!==t.value?t.value:n;if(e){if(s!==e)return[new St(t.key,c,s+\" stop domain type must match previous stop domain type \"+e)]}else e=s;if(\"number\"!==s&&\"string\"!==s&&\"boolean\"!==s)return[new St(t.key,c,\"stop domain value must be a number, string, or boolean\")];if(\"number\"!==s&&\"categorical\"!==i){var u=\"number expected, \"+s+\" found\";return Lr(a)&&void 0===i&&(u+='\\nIf you intended to use a categorical function, specify `\"type\": \"categorical\"`.'),[new St(t.key,c,u)]}return\"categorical\"!==i||\"number\"!==s||isFinite(l)&&Math.floor(l)===l?\"categorical\"!==i&&\"number\"===s&&void 0!==r&&l<r?[new St(t.key,c,\"stop domain values must appear in ascending order\")]:(r=l,\"categorical\"===i&&l in o?[new St(t.key,c,\"stop domain values must be unique\")]:(o[l]=!0,[])):[new St(t.key,c,\"integer expected, found \"+l)]}}function Qr(t){var e=(\"property\"===t.expressionContext?Yr:qr)(Pt(t.value),t.valueSpec);if(\"error\"===e.result)return e.value.map((function(e){return new St(\"\"+t.key+e.key,t.value,e.message)}));var r=e.value.expression||e.value._styleExpression.expression;if(\"property\"===t.expressionContext&&\"text-font\"===t.propertyKey&&!r.outputDefined())return[new St(t.key,t.value,'Invalid data expression for \"'+t.propertyKey+'\". Output values must be contained as literals within the expression.')];if(\"property\"===t.expressionContext&&\"layout\"===t.propertyType&&!De(r))return[new St(t.key,t.value,'\"feature-state\" data expressions are not supported with layout properties.')];if(\"filter\"===t.expressionContext&&!De(r))return[new St(t.key,t.value,'\"feature-state\" data expressions are not supported with filters.')];if(t.expressionContext&&0===t.expressionContext.indexOf(\"cluster\")){if(!Re(r,[\"zoom\",\"feature-state\"]))return[new St(t.key,t.value,'\"zoom\" and \"feature-state\" expressions are not supported with cluster properties.')];if(\"cluster-initial\"===t.expressionContext&&!Oe(r))return[new St(t.key,t.value,\"Feature data expressions are not supported with initial expression part of cluster properties.\")]}return[]}function $r(t){var e=t.key,r=t.value,n=t.valueSpec,a=[];return Array.isArray(n.values)?-1===n.values.indexOf(Lt(r))&&a.push(new St(e,r,\"expected one of [\"+n.values.join(\", \")+\"], \"+JSON.stringify(r)+\" found\")):-1===Object.keys(n.values).indexOf(Lt(r))&&a.push(new St(e,r,\"expected one of [\"+Object.keys(n.values).join(\", \")+\"], \"+JSON.stringify(r)+\" found\")),a}function tn(t){if(!0===t||!1===t)return!0;if(!Array.isArray(t)||0===t.length)return!1;switch(t[0]){case\"has\":return t.length>=2&&\"$id\"!==t[1]&&\"$type\"!==t[1];case\"in\":return t.length>=3&&(\"string\"!=typeof t[1]||Array.isArray(t[2]));case\"!in\":case\"!has\":case\"none\":return!1;case\"==\":case\"!=\":case\">\":case\">=\":case\"<\":case\"<=\":return 3!==t.length||Array.isArray(t[1])||Array.isArray(t[2]);case\"any\":case\"all\":for(var e=0,r=t.slice(1);e<r.length;e+=1){var n=r[e];if(!tn(n)&&\"boolean\"!=typeof n)return!1}return!0;default:return!0}}Wr.deserialize=function(t){return new Wr(t._parameters,t._specification)},Wr.serialize=function(t){return{_parameters:t._parameters,_specification:t._specification}};var en={type:\"boolean\",default:!1,transition:!1,\"property-type\":\"data-driven\",expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]}};function rn(t){if(null==t)return{filter:function(){return!0},needGeometry:!1};tn(t)||(t=an(t));var e=qr(t,en);if(\"error\"===e.result)throw new Error(e.value.map((function(t){return t.key+\": \"+t.message})).join(\", \"));return{filter:function(t,r,n){return e.value.evaluate(t,r,{},n)},needGeometry:Array.isArray(t)&&0!==t.length&&\"within\"===t[0]}}function nn(t,e){return t<e?-1:t>e?1:0}function an(t){if(!t)return!0;var e,r=t[0];return t.length<=1?\"any\"!==r:\"==\"===r?on(t[1],t[2],\"==\"):\"!=\"===r?cn(on(t[1],t[2],\"==\")):\"<\"===r||\">\"===r||\"<=\"===r||\">=\"===r?on(t[1],t[2],r):\"any\"===r?(e=t.slice(1),[\"any\"].concat(e.map(an))):\"all\"===r?[\"all\"].concat(t.slice(1).map(an)):\"none\"===r?[\"all\"].concat(t.slice(1).map(an).map(cn)):\"in\"===r?sn(t[1],t.slice(2)):\"!in\"===r?cn(sn(t[1],t.slice(2))):\"has\"===r?ln(t[1]):\"!has\"!==r||cn(ln(t[1]))}function on(t,e,r){switch(t){case\"$type\":return[\"filter-type-\"+r,e];case\"$id\":return[\"filter-id-\"+r,e];default:return[\"filter-\"+r,t,e]}}function sn(t,e){if(0===e.length)return!1;switch(t){case\"$type\":return[\"filter-type-in\",[\"literal\",e]];case\"$id\":return[\"filter-id-in\",[\"literal\",e]];default:return e.length>200&&!e.some((function(t){return typeof t!=typeof e[0]}))?[\"filter-in-large\",t,[\"literal\",e.sort(nn)]]:[\"filter-in-small\",t,[\"literal\",e]]}}function ln(t){switch(t){case\"$type\":return!0;case\"$id\":return[\"filter-has-id\"];default:return[\"filter-has\",t]}}function cn(t){return[\"!\",t]}function un(t){return tn(Pt(t.value))?Qr(Ct({},t,{expressionContext:\"filter\",valueSpec:{value:\"boolean\"}})):function t(e){var r=e.value,n=e.key;if(\"array\"!==zr(r))return[new St(n,r,\"array expected, \"+zr(r)+\" found\")];var a,i=e.styleSpec,o=[];if(r.length<1)return[new St(n,r,\"filter array must have at least 1 element\")];switch(o=o.concat($r({key:n+\"[0]\",value:r[0],valueSpec:i.filter_operator,style:e.style,styleSpec:e.styleSpec})),Lt(r[0])){case\"<\":case\"<=\":case\">\":case\">=\":r.length>=2&&\"$type\"===Lt(r[1])&&o.push(new St(n,r,'\"$type\" cannot be use with operator \"'+r[0]+'\"'));case\"==\":case\"!=\":3!==r.length&&o.push(new St(n,r,'filter array for operator \"'+r[0]+'\" must have 3 elements'));case\"in\":case\"!in\":r.length>=2&&\"string\"!==(a=zr(r[1]))&&o.push(new St(n+\"[1]\",r[1],\"string expected, \"+a+\" found\"));for(var s=2;s<r.length;s++)a=zr(r[s]),\"$type\"===Lt(r[1])?o=o.concat($r({key:n+\"[\"+s+\"]\",value:r[s],valueSpec:i.geometry_type,style:e.style,styleSpec:e.styleSpec})):\"string\"!==a&&\"number\"!==a&&\"boolean\"!==a&&o.push(new St(n+\"[\"+s+\"]\",r[s],\"string, number, or boolean expected, \"+a+\" found\"));break;case\"any\":case\"all\":case\"none\":for(var l=1;l<r.length;l++)o=o.concat(t({key:n+\"[\"+l+\"]\",value:r[l],style:e.style,styleSpec:e.styleSpec}));break;case\"has\":case\"!has\":a=zr(r[1]),2!==r.length?o.push(new St(n,r,'filter array for \"'+r[0]+'\" operator must have 2 elements')):\"string\"!==a&&o.push(new St(n+\"[1]\",r[1],\"string expected, \"+a+\" found\"))}return o}(t)}function hn(t,e){var r=t.key,n=t.style,a=t.styleSpec,i=t.value,o=t.objectKey,s=a[e+\"_\"+t.layerType];if(!s)return[];var l=o.match(/^(.*)-transition$/);if(\"paint\"===e&&l&&s[l[1]]&&s[l[1]].transition)return bn({key:r,value:i,valueSpec:a.transition,style:n,styleSpec:a});var c,u=t.valueSpec||s[o];if(!u)return[new St(r,i,'unknown property \"'+o+'\"')];if(\"string\"===zr(i)&&Lr(u)&&!u.tokens&&(c=/^{([^}]+)}$/.exec(i)))return[new St(r,i,'\"'+o+'\" does not support interpolation syntax\\nUse an identity property function instead: `{ \"type\": \"identity\", \"property\": '+JSON.stringify(c[1])+\" }`.\")];var h=[];return\"symbol\"===t.layerType&&(\"text-field\"===o&&n&&!n.glyphs&&h.push(new St(r,i,'use of \"text-field\" requires a style \"glyphs\" property')),\"text-font\"===o&&Or(Pt(i))&&\"identity\"===Lt(i.type)&&h.push(new St(r,i,'\"text-font\" does not support identity functions'))),h.concat(bn({key:t.key,value:i,valueSpec:u,style:n,styleSpec:a,expressionContext:\"property\",propertyType:e,propertyKey:o}))}function fn(t){return hn(t,\"paint\")}function pn(t){return hn(t,\"layout\")}function dn(t){var e=[],r=t.value,n=t.key,a=t.style,i=t.styleSpec;r.type||r.ref||e.push(new St(n,r,'either \"type\" or \"ref\" is required'));var o,s=Lt(r.type),l=Lt(r.ref);if(r.id)for(var c=Lt(r.id),u=0;u<t.arrayIndex;u++){var h=a.layers[u];Lt(h.id)===c&&e.push(new St(n,r.id,'duplicate layer id \"'+r.id+'\", previously used at line '+h.id.__line__))}if(\"ref\"in r)[\"type\",\"source\",\"source-layer\",\"filter\",\"layout\"].forEach((function(t){t in r&&e.push(new St(n,r[t],'\"'+t+'\" is prohibited for ref layers'))})),a.layers.forEach((function(t){Lt(t.id)===l&&(o=t)})),o?o.ref?e.push(new St(n,r.ref,\"ref cannot reference another ref layer\")):s=Lt(o.type):e.push(new St(n,r.ref,'ref layer \"'+l+'\" not found'));else if(\"background\"!==s)if(r.source){var f=a.sources&&a.sources[r.source],p=f&&Lt(f.type);f?\"vector\"===p&&\"raster\"===s?e.push(new St(n,r.source,'layer \"'+r.id+'\" requires a raster source')):\"raster\"===p&&\"raster\"!==s?e.push(new St(n,r.source,'layer \"'+r.id+'\" requires a vector source')):\"vector\"!==p||r[\"source-layer\"]?\"raster-dem\"===p&&\"hillshade\"!==s?e.push(new St(n,r.source,\"raster-dem source 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Zr({layer:r,key:t.key,value:t.value,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(t){return fn(Ct({layerType:s},t))}}})}}}))}function gn(t){var e=t.value,r=t.key,n=zr(e);return\"string\"!==n?[new St(r,e,\"string expected, \"+n+\" found\")]:[]}var mn={promoteId:function(t){var e=t.key,r=t.value;if(\"string\"===zr(r))return gn({key:e,value:r});var n=[];for(var a in r)n.push.apply(n,gn({key:e+\".\"+a,value:r[a]}));return n}};function vn(t){var e=t.value,r=t.key,n=t.styleSpec,a=t.style;if(!e.type)return[new St(r,e,'\"type\" is required')];var i,o=Lt(e.type);switch(o){case\"vector\":case\"raster\":case\"raster-dem\":return Zr({key:r,value:e,valueSpec:n[\"source_\"+o.replace(\"-\",\"_\")],style:t.style,styleSpec:n,objectElementValidators:mn});case\"geojson\":if(i=Zr({key:r,value:e,valueSpec:n.source_geojson,style:a,styleSpec:n,objectElementValidators:mn}),e.cluster)for(var s in e.clusterProperties){var l=e.clusterProperties[s],c=l[0],u=\"string\"==typeof 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0===this.fadeDuration?1:Math.min((this.now-this.zoomHistory.lastIntegerZoomTime)/this.fadeDuration,1)},aa.prototype.getCrossfadeParameters=function(){var t=this.zoom,e=t-Math.floor(t),r=this.crossFadingFactor();return t>this.zoomHistory.lastIntegerZoom?{fromScale:2,toScale:1,t:e+(1-e)*r}:{fromScale:.5,toScale:1,t:1-(1-r)*e}};var ia=function(t,e){this.property=t,this.value=e,this.expression=function(t,e){if(Or(t))return new Wr(t,e);if(Vr(t)){var r=Yr(t,e);if(\"error\"===r.result)throw new Error(r.value.map((function(t){return t.key+\": \"+t.message})).join(\", \"));return r.value}var n=t;return\"string\"==typeof t&&\"color\"===e.type&&(n=Kt.parse(t)),{kind:\"constant\",evaluate:function(){return n}}}(void 0===e?t.specification.default:e,t.specification)};ia.prototype.isDataDriven=function(){return\"source\"===this.expression.kind||\"composite\"===this.expression.kind},ia.prototype.possiblyEvaluate=function(t,e,r){return this.property.possiblyEvaluate(this,t,e,r)};var oa=function(t){this.property=t,this.value=new ia(t,void 0)};oa.prototype.transitioned=function(t,e){return new la(this.property,this.value,e,u({},t.transition,this.transition),t.now)},oa.prototype.untransitioned=function(){return new la(this.property,this.value,null,{},0)};var sa=function(t){this._properties=t,this._values=Object.create(t.defaultTransitionablePropertyValues)};sa.prototype.getValue=function(t){return x(this._values[t].value.value)},sa.prototype.setValue=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new oa(this._values[t].property)),this._values[t].value=new ia(this._values[t].property,null===e?void 0:x(e))},sa.prototype.getTransition=function(t){return x(this._values[t].transition)},sa.prototype.setTransition=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new oa(this._values[t].property)),this._values[t].transition=x(e)||void 0},sa.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],a=this.getValue(n);void 0!==a&&(t[n]=a);var i=this.getTransition(n);void 0!==i&&(t[n+\"-transition\"]=i)}return t},sa.prototype.transitioned=function(t,e){for(var r=new ca(this._properties),n=0,a=Object.keys(this._values);n<a.length;n+=1){var i=a[n];r._values[i]=this._values[i].transitioned(t,e._values[i])}return r},sa.prototype.untransitioned=function(){for(var t=new ca(this._properties),e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e];t._values[n]=this._values[n].untransitioned()}return t};var la=function(t,e,r,n,a){this.property=t,this.value=e,this.begin=a+n.delay||0,this.end=this.begin+n.duration||0,t.specification.transition&&(n.delay||n.duration)&&(this.prior=r)};la.prototype.possiblyEvaluate=function(t,e,r){var n=t.now||0,a=this.value.possiblyEvaluate(t,e,r),i=this.prior;if(i){if(n>this.end)return this.prior=null,a;if(this.value.isDataDriven())return this.prior=null,a;if(n<this.begin)return i.possiblyEvaluate(t,e,r);var o=(n-this.begin)/(this.end-this.begin);return this.property.interpolate(i.possiblyEvaluate(t,e,r),a,function(t){if(t<=0)return 0;if(t>=1)return 1;var e=t*t,r=e*t;return 4*(t<.5?r:3*(t-e)+r-.75)}(o))}return a};var ca=function(t){this._properties=t,this._values=Object.create(t.defaultTransitioningPropertyValues)};ca.prototype.possiblyEvaluate=function(t,e){for(var r=new fa(this._properties),n=0,a=Object.keys(this._values);n<a.length;n+=1){var i=a[n];r._values[i]=this._values[i].possiblyEvaluate(t,e)}return r},ca.prototype.hasTransition=function(){for(var t=0,e=Object.keys(this._values);t<e.length;t+=1)if(this._values[e[t]].prior)return!0;return!1};var ua=function(t){this._properties=t,this._values=Object.create(t.defaultPropertyValues)};ua.prototype.getValue=function(t){return x(this._values[t].value)},ua.prototype.setValue=function(t,e){this._values[t]=new ia(this._values[t].property,null===e?void 0:x(e))},ua.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],a=this.getValue(n);void 0!==a&&(t[n]=a)}return t},ua.prototype.possiblyEvaluate=function(t,e){for(var r=new fa(this._properties),n=0,a=Object.keys(this._values);n<a.length;n+=1){var i=a[n];r._values[i]=this._values[i].possiblyEvaluate(t,e)}return r};var ha=function(t,e,r){this.property=t,this.value=e,this.parameters=r};ha.prototype.isConstant=function(){return\"constant\"===this.value.kind},ha.prototype.constantOr=function(t){return\"constant\"===this.value.kind?this.value.value:t},ha.prototype.evaluate=function(t,e,r,n){return this.property.evaluate(this.value,this.parameters,t,e,r,n)};var fa=function(t){this._properties=t,this._values=Object.create(t.defaultPossiblyEvaluatedValues)};fa.prototype.get=function(t){return this._values[t]};var pa=function(t){this.specification=t};pa.prototype.possiblyEvaluate=function(t,e){return t.expression.evaluate(e)},pa.prototype.interpolate=function(t,e,r){var n=Ve[this.specification.type];return n?n(t,e,r):t};var da=function(t,e){this.specification=t,this.overrides=e};da.prototype.possiblyEvaluate=function(t,e,r,n){return new ha(this,\"constant\"===t.expression.kind||\"camera\"===t.expression.kind?{kind:\"constant\",value:t.expression.evaluate(e,null,{},r,n)}:t.expression,e)},da.prototype.interpolate=function(t,e,r){if(\"constant\"!==t.value.kind||\"constant\"!==e.value.kind)return t;if(void 0===t.value.value||void 0===e.value.value)return new ha(this,{kind:\"constant\",value:void 0},t.parameters);var n=Ve[this.specification.type];return n?new ha(this,{kind:\"constant\",value:n(t.value.value,e.value.value,r)},t.parameters):t},da.prototype.evaluate=function(t,e,r,n,a,i){return\"constant\"===t.kind?t.value:t.evaluate(e,r,n,a,i)};var ga=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0===t.value)return new ha(this,{kind:\"constant\",value:void 0},e);if(\"constant\"===t.expression.kind){var a=t.expression.evaluate(e,null,{},r,n),i=\"resolvedImage\"===t.property.specification.type&&\"string\"!=typeof a?a.name:a,o=this._calculate(i,i,i,e);return new ha(this,{kind:\"constant\",value:o},e)}if(\"camera\"===t.expression.kind){var s=this._calculate(t.expression.evaluate({zoom:e.zoom-1}),t.expression.evaluate({zoom:e.zoom}),t.expression.evaluate({zoom:e.zoom+1}),e);return new ha(this,{kind:\"constant\",value:s},e)}return new ha(this,t.expression,e)},e.prototype.evaluate=function(t,e,r,n,a,i){if(\"source\"===t.kind){var o=t.evaluate(e,r,n,a,i);return this._calculate(o,o,o,e)}return\"composite\"===t.kind?this._calculate(t.evaluate({zoom:Math.floor(e.zoom)-1},r,n),t.evaluate({zoom:Math.floor(e.zoom)},r,n),t.evaluate({zoom:Math.floor(e.zoom)+1},r,n),e):t.value},e.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},e.prototype.interpolate=function(t){return t},e}(da),ma=function(t){this.specification=t};ma.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0!==t.value){if(\"constant\"===t.expression.kind){var a=t.expression.evaluate(e,null,{},r,n);return this._calculate(a,a,a,e)}return this._calculate(t.expression.evaluate(new aa(Math.floor(e.zoom-1),e)),t.expression.evaluate(new aa(Math.floor(e.zoom),e)),t.expression.evaluate(new aa(Math.floor(e.zoom+1),e)),e)}},ma.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},ma.prototype.interpolate=function(t){return t};var va=function(t){this.specification=t};va.prototype.possiblyEvaluate=function(t,e,r,n){return!!t.expression.evaluate(e,null,{},r,n)},va.prototype.interpolate=function(){return!1};var ya=function(t){for(var e in this.properties=t,this.defaultPropertyValues={},this.defaultTransitionablePropertyValues={},this.defaultTransitioningPropertyValues={},this.defaultPossiblyEvaluatedValues={},this.overridableProperties=[],t){var r=t[e];r.specification.overridable&&this.overridableProperties.push(e);var n=this.defaultPropertyValues[e]=new ia(r,void 0),a=this.defaultTransitionablePropertyValues[e]=new oa(r);this.defaultTransitioningPropertyValues[e]=a.untransitioned(),this.defaultPossiblyEvaluatedValues[e]=n.possiblyEvaluate({})}};Dn(\"DataDrivenProperty\",da),Dn(\"DataConstantProperty\",pa),Dn(\"CrossFadedDataDrivenProperty\",ga),Dn(\"CrossFadedProperty\",ma),Dn(\"ColorRampProperty\",va);var xa=function(t){function e(e,r){if(t.call(this),this.id=e.id,this.type=e.type,this._featureFilter={filter:function(){return!0},needGeometry:!1},\"custom\"!==e.type&&(this.metadata=(e=e).metadata,this.minzoom=e.minzoom,this.maxzoom=e.maxzoom,\"background\"!==e.type&&(this.source=e.source,this.sourceLayer=e[\"source-layer\"],this.filter=e.filter),r.layout&&(this._unevaluatedLayout=new ua(r.layout)),r.paint)){for(var n in this._transitionablePaint=new sa(r.paint),e.paint)this.setPaintProperty(n,e.paint[n],{validate:!1});for(var a in e.layout)this.setLayoutProperty(a,e.layout[a],{validate:!1});this._transitioningPaint=this._transitionablePaint.untransitioned()}}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getCrossfadeParameters=function(){return this._crossfadeParameters},e.prototype.getLayoutProperty=function(t){return\"visibility\"===t?this.visibility:this._unevaluatedLayout.getValue(t)},e.prototype.setLayoutProperty=function(t,e,r){void 0===r&&(r={}),null!=e&&this._validate(En,\"layers.\"+this.id+\".layout.\"+t,t,e,r)||(\"visibility\"!==t?this._unevaluatedLayout.setValue(t,e):this.visibility=e)},e.prototype.getPaintProperty=function(t){return m(t,\"-transition\")?this._transitionablePaint.getTransition(t.slice(0,-\"-transition\".length)):this._transitionablePaint.getValue(t)},e.prototype.setPaintProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e&&this._validate(Sn,\"layers.\"+this.id+\".paint.\"+t,t,e,r))return!1;if(m(t,\"-transition\"))return this._transitionablePaint.setTransition(t.slice(0,-\"-transition\".length),e||void 0),!1;var n=this._transitionablePaint._values[t],a=\"cross-faded-data-driven\"===n.property.specification[\"property-type\"],i=n.value.isDataDriven(),o=n.value;this._transitionablePaint.setValue(t,e),this._handleSpecialPaintPropertyUpdate(t);var s=this._transitionablePaint._values[t].value;return s.isDataDriven()||i||a||this._handleOverridablePaintPropertyUpdate(t,o,s)},e.prototype._handleSpecialPaintPropertyUpdate=function(t){},e.prototype._handleOverridablePaintPropertyUpdate=function(t,e,r){return!1},e.prototype.isHidden=function(t){return!!(this.minzoom&&t<this.minzoom)||!!(this.maxzoom&&t>=this.maxzoom)||\"none\"===this.visibility},e.prototype.updateTransitions=function(t){this._transitioningPaint=this._transitionablePaint.transitioned(t,this._transitioningPaint)},e.prototype.hasTransition=function(){return this._transitioningPaint.hasTransition()},e.prototype.recalculate=function(t,e){t.getCrossfadeParameters&&(this._crossfadeParameters=t.getCrossfadeParameters()),this._unevaluatedLayout&&(this.layout=this._unevaluatedLayout.possiblyEvaluate(t,e)),this.paint=this._transitioningPaint.possiblyEvaluate(t,e)},e.prototype.serialize=function(){var t={id:this.id,type:this.type,source:this.source,\"source-layer\":this.sourceLayer,metadata:this.metadata,minzoom:this.minzoom,maxzoom:this.maxzoom,filter:this.filter,layout:this._unevaluatedLayout&&this._unevaluatedLayout.serialize(),paint:this._transitionablePaint&&this._transitionablePaint.serialize()};return this.visibility&&(t.layout=t.layout||{},t.layout.visibility=this.visibility),y(t,(function(t,e){return!(void 0===t||\"layout\"===e&&!Object.keys(t).length||\"paint\"===e&&!Object.keys(t).length)}))},e.prototype._validate=function(t,e,r,n,a){return void 0===a&&(a={}),(!a||!1!==a.validate)&&Cn(this,t.call(Mn,{key:e,layerType:this.type,objectKey:r,value:n,styleSpec:At,style:{glyphs:!0,sprite:!0}}))},e.prototype.is3D=function(){return!1},e.prototype.isTileClipped=function(){return!1},e.prototype.hasOffscreenPass=function(){return!1},e.prototype.resize=function(){},e.prototype.isStateDependent=function(){for(var t in this.paint._values){var e=this.paint.get(t);if(e instanceof ha&&Lr(e.property.specification)&&(\"source\"===e.value.kind||\"composite\"===e.value.kind)&&e.value.isStateDependent)return!0}return!1},e}(Mt),ba={Int8:Int8Array,Uint8:Uint8Array,Int16:Int16Array,Uint16:Uint16Array,Int32:Int32Array,Uint32:Uint32Array,Float32:Float32Array},_a=function(t,e){this._structArray=t,this._pos1=e*this.size,this._pos2=this._pos1/2,this._pos4=this._pos1/4,this._pos8=this._pos1/8},wa=function(){this.isTransferred=!1,this.capacity=-1,this.resize(0)};function Ta(t,e){void 0===e&&(e=1);var r=0,n=0;return{members:t.map((function(t){var a=ba[t.type].BYTES_PER_ELEMENT,i=r=ka(r,Math.max(e,a)),o=t.components||1;return n=Math.max(n,a),r+=a*o,{name:t.name,type:t.type,components:o,offset:i}})),size:ka(r,Math.max(n,e)),alignment:e}}function ka(t,e){return Math.ceil(t/e)*e}wa.serialize=function(t,e){return t._trim(),e&&(t.isTransferred=!0,e.push(t.arrayBuffer)),{length:t.length,arrayBuffer:t.arrayBuffer}},wa.deserialize=function(t){var e=Object.create(this.prototype);return e.arrayBuffer=t.arrayBuffer,e.length=t.length,e.capacity=t.arrayBuffer.byteLength/e.bytesPerElement,e._refreshViews(),e},wa.prototype._trim=function(){this.length!==this.capacity&&(this.capacity=this.length,this.arrayBuffer=this.arrayBuffer.slice(0,this.length*this.bytesPerElement),this._refreshViews())},wa.prototype.clear=function(){this.length=0},wa.prototype.resize=function(t){this.reserve(t),this.length=t},wa.prototype.reserve=function(t){if(t>this.capacity){this.capacity=Math.max(t,Math.floor(5*this.capacity),128),this.arrayBuffer=new ArrayBuffer(this.capacity*this.bytesPerElement);var e=this.uint8;this._refreshViews(),e&&this.uint8.set(e)}},wa.prototype._refreshViews=function(){throw new Error(\"_refreshViews() must be implemented by each concrete StructArray layout\")};var Ma=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.int16[n+0]=e,this.int16[n+1]=r,t},e}(wa);Ma.prototype.bytesPerElement=4,Dn(\"StructArrayLayout2i4\",Ma);var Aa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var a=this.length;return this.resize(a+1),this.emplace(a,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,a){var i=4*t;return this.int16[i+0]=e,this.int16[i+1]=r,this.int16[i+2]=n,this.int16[i+3]=a,t},e}(wa);Aa.prototype.bytesPerElement=8,Dn(\"StructArrayLayout4i8\",Aa);var Sa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,a,i){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,a,i)},e.prototype.emplace=function(t,e,r,n,a,i,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=a,this.int16[s+4]=i,this.int16[s+5]=o,t},e}(wa);Sa.prototype.bytesPerElement=12,Dn(\"StructArrayLayout2i4i12\",Sa);var Ea=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,a,i){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,a,i)},e.prototype.emplace=function(t,e,r,n,a,i,o){var 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e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,a,i,o,s,l,c,u,h){var f=this.length;return this.resize(f+1),this.emplace(f,t,e,r,n,a,i,o,s,l,c,u,h)},e.prototype.emplace=function(t,e,r,n,a,i,o,s,l,c,u,h,f){var p=12*t;return this.int16[p+0]=e,this.int16[p+1]=r,this.int16[p+2]=n,this.int16[p+3]=a,this.uint16[p+4]=i,this.uint16[p+5]=o,this.uint16[p+6]=s,this.uint16[p+7]=l,this.int16[p+8]=c,this.int16[p+9]=u,this.int16[p+10]=h,this.int16[p+11]=f,t},e}(wa);La.prototype.bytesPerElement=24,Dn(\"StructArrayLayout4i4ui4i24\",La);var Pa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var a=3*t;return this.float32[a+0]=e,this.float32[a+1]=r,this.float32[a+2]=n,t},e}(wa);Pa.prototype.bytesPerElement=12,Dn(\"StructArrayLayout3f12\",Pa);var Ia=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){return this.uint32[1*t+0]=e,t},e}(wa);Ia.prototype.bytesPerElement=4,Dn(\"StructArrayLayout1ul4\",Ia);var za=function(t){function e(){t.apply(this,arguments)}return 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ja=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){return this.float32[1*t+0]=e,t},e}(wa);ja.prototype.bytesPerElement=4,Dn(\"StructArrayLayout1f4\",ja);var Ua=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var a=3*t;return 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e.ids=t.ids,e.positions=t.positions,e.indexed=!0,e};var fi=Math.pow(2,53)-1;function pi(t){var e=+t;return!isNaN(e)&&e<=fi?e:ci(String(t))}function di(t,e,r){var n=t[e];t[e]=t[r],t[r]=n}Dn(\"FeaturePositionMap\",hi);var gi=function(t,e){this.gl=t.gl,this.location=e},mi=function(t){function e(e,r){t.call(this,e,r),this.current=0}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){this.current!==t&&(this.current=t,this.gl.uniform1i(this.location,t))},e}(gi),vi=function(t){function e(e,r){t.call(this,e,r),this.current=0}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){this.current!==t&&(this.current=t,this.gl.uniform1f(this.location,t))},e}(gi),yi=function(t){function e(e,r){t.call(this,e,r),this.current=[0,0]}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){t[0]===this.current[0]&&t[1]===this.current[1]||(this.current=t,this.gl.uniform2f(this.location,t[0],t[1]))},e}(gi),xi=function(t){function e(e,r){t.call(this,e,r),this.current=[0,0,0]}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){t[0]===this.current[0]&&t[1]===this.current[1]&&t[2]===this.current[2]||(this.current=t,this.gl.uniform3f(this.location,t[0],t[1],t[2]))},e}(gi),bi=function(t){function e(e,r){t.call(this,e,r),this.current=[0,0,0,0]}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){t[0]===this.current[0]&&t[1]===this.current[1]&&t[2]===this.current[2]&&t[3]===this.current[3]||(this.current=t,this.gl.uniform4f(this.location,t[0],t[1],t[2],t[3]))},e}(gi),_i=function(t){function e(e,r){t.call(this,e,r),this.current=Kt.transparent}return 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Mi=function(t,e,r){this.value=t,this.uniformNames=e.map((function(t){return\"u_\"+t})),this.type=r};Mi.prototype.setUniform=function(t,e,r){t.set(r.constantOr(this.value))},Mi.prototype.getBinding=function(t,e,r){return\"color\"===this.type?new _i(t,e):new vi(t,e)};var Ai=function(t,e){this.uniformNames=e.map((function(t){return\"u_\"+t})),this.patternFrom=null,this.patternTo=null,this.pixelRatioFrom=1,this.pixelRatioTo=1};Ai.prototype.setConstantPatternPositions=function(t,e){this.pixelRatioFrom=e.pixelRatio,this.pixelRatioTo=t.pixelRatio,this.patternFrom=e.tlbr,this.patternTo=t.tlbr},Ai.prototype.setUniform=function(t,e,r,n){var a=\"u_pattern_to\"===n?this.patternTo:\"u_pattern_from\"===n?this.patternFrom:\"u_pixel_ratio_to\"===n?this.pixelRatioTo:\"u_pixel_ratio_from\"===n?this.pixelRatioFrom:null;a&&t.set(a)},Ai.prototype.getBinding=function(t,e,r){return\"u_pattern\"===r.substr(0,9)?new bi(t,e):new vi(t,e)};var Si=function(t,e,r,n){this.expression=t,this.type=r,this.maxValue=0,this.paintVertexAttributes=e.map((function(t){return{name:\"a_\"+t,type:\"Float32\",components:\"color\"===r?2:1,offset:0}})),this.paintVertexArray=new n};Si.prototype.populatePaintArray=function(t,e,r,n,a){var i=this.paintVertexArray.length,o=this.expression.evaluate(new aa(0),e,{},n,[],a);this.paintVertexArray.resize(t),this._setPaintValue(i,t,o)},Si.prototype.updatePaintArray=function(t,e,r,n){var a=this.expression.evaluate({zoom:0},r,n);this._setPaintValue(t,e,a)},Si.prototype._setPaintValue=function(t,e,r){if(\"color\"===this.type)for(var n=ki(r),a=t;a<e;a++)this.paintVertexArray.emplace(a,n[0],n[1]);else{for(var i=t;i<e;i++)this.paintVertexArray.emplace(i,r);this.maxValue=Math.max(this.maxValue,Math.abs(r))}},Si.prototype.upload=function(t){this.paintVertexArray&&this.paintVertexArray.arrayBuffer&&(this.paintVertexBuffer&&this.paintVertexBuffer.buffer?this.paintVertexBuffer.updateData(this.paintVertexArray):this.paintVertexBuffer=t.createVertexBuffer(this.paintVertexArray,this.paintVertexAttributes,this.expression.isStateDependent))},Si.prototype.destroy=function(){this.paintVertexBuffer&&this.paintVertexBuffer.destroy()};var Ei=function(t,e,r,n,a,i){this.expression=t,this.uniformNames=e.map((function(t){return\"u_\"+t+\"_t\"})),this.type=r,this.useIntegerZoom=n,this.zoom=a,this.maxValue=0,this.paintVertexAttributes=e.map((function(t){return{name:\"a_\"+t,type:\"Float32\",components:\"color\"===r?4:2,offset:0}})),this.paintVertexArray=new i};Ei.prototype.populatePaintArray=function(t,e,r,n,a){var i=this.expression.evaluate(new aa(this.zoom),e,{},n,[],a),o=this.expression.evaluate(new aa(this.zoom+1),e,{},n,[],a),s=this.paintVertexArray.length;this.paintVertexArray.resize(t),this._setPaintValue(s,t,i,o)},Ei.prototype.updatePaintArray=function(t,e,r,n){var a=this.expression.evaluate({zoom:this.zoom},r,n),i=this.expression.evaluate({zoom:this.zoom+1},r,n);this._setPaintValue(t,e,a,i)},Ei.prototype._setPaintValue=function(t,e,r,n){if(\"color\"===this.type)for(var a=ki(r),i=ki(n),o=t;o<e;o++)this.paintVertexArray.emplace(o,a[0],a[1],i[0],i[1]);else{for(var s=t;s<e;s++)this.paintVertexArray.emplace(s,r,n);this.maxValue=Math.max(this.maxValue,Math.abs(r),Math.abs(n))}},Ei.prototype.upload=function(t){this.paintVertexArray&&this.paintVertexArray.arrayBuffer&&(this.paintVertexBuffer&&this.paintVertexBuffer.buffer?this.paintVertexBuffer.updateData(this.paintVertexArray):this.paintVertexBuffer=t.createVertexBuffer(this.paintVertexArray,this.paintVertexAttributes,this.expression.isStateDependent))},Ei.prototype.destroy=function(){this.paintVertexBuffer&&this.paintVertexBuffer.destroy()},Ei.prototype.setUniform=function(t,e){var r=this.useIntegerZoom?Math.floor(e.zoom):e.zoom,n=l(this.expression.interpolationFactor(r,this.zoom,this.zoom+1),0,1);t.set(n)},Ei.prototype.getBinding=function(t,e,r){return new vi(t,e)};var Ci=function(t,e,r,n,a,i){this.expression=t,this.type=e,this.useIntegerZoom=r,this.zoom=n,this.layerId=i,this.zoomInPaintVertexArray=new a,this.zoomOutPaintVertexArray=new a};Ci.prototype.populatePaintArray=function(t,e,r){var n=this.zoomInPaintVertexArray.length;this.zoomInPaintVertexArray.resize(t),this.zoomOutPaintVertexArray.resize(t),this._setPaintValues(n,t,e.patterns&&e.patterns[this.layerId],r)},Ci.prototype.updatePaintArray=function(t,e,r,n,a){this._setPaintValues(t,e,r.patterns&&r.patterns[this.layerId],a)},Ci.prototype._setPaintValues=function(t,e,r,n){if(n&&r){var a=n[r.min],i=n[r.mid],o=n[r.max];if(a&&i&&o)for(var s=t;s<e;s++)this.zoomInPaintVertexArray.emplace(s,i.tl[0],i.tl[1],i.br[0],i.br[1],a.tl[0],a.tl[1],a.br[0],a.br[1],i.pixelRatio,a.pixelRatio),this.zoomOutPaintVertexArray.emplace(s,i.tl[0],i.tl[1],i.br[0],i.br[1],o.tl[0],o.tl[1],o.br[0],o.br[1],i.pixelRatio,o.pixelRatio)}},Ci.prototype.upload=function(t){this.zoomInPaintVertexArray&&this.zoomInPaintVertexArray.arrayBuffer&&this.zoomOutPaintVertexArray&&this.zoomOutPaintVertexArray.arrayBuffer&&(this.zoomInPaintVertexBuffer=t.createVertexBuffer(this.zoomInPaintVertexArray,oi.members,this.expression.isStateDependent),this.zoomOutPaintVertexBuffer=t.createVertexBuffer(this.zoomOutPaintVertexArray,oi.members,this.expression.isStateDependent))},Ci.prototype.destroy=function(){this.zoomOutPaintVertexBuffer&&this.zoomOutPaintVertexBuffer.destroy(),this.zoomInPaintVertexBuffer&&this.zoomInPaintVertexBuffer.destroy()};var Li=function(t,e,r,n){this.binders={},this.layoutAttributes=n,this._buffers=[];var a=[];for(var i in t.paint._values)if(r(i)){var o=t.paint.get(i);if(o instanceof ha&&Lr(o.property.specification)){var s=Ii(i,t.type),l=o.value,c=o.property.specification.type,u=o.property.useIntegerZoom,h=o.property.specification[\"property-type\"],f=\"cross-faded\"===h||\"cross-faded-data-driven\"===h;if(\"constant\"===l.kind)this.binders[i]=f?new Ai(l.value,s):new Mi(l.value,s,c),a.push(\"/u_\"+i);else if(\"source\"===l.kind||f){var p=zi(i,c,\"source\");this.binders[i]=f?new Ci(l,c,u,e,p,t.id):new Si(l,s,c,p),a.push(\"/a_\"+i)}else{var d=zi(i,c,\"composite\");this.binders[i]=new Ei(l,s,c,u,e,d),a.push(\"/z_\"+i)}}}this.cacheKey=a.sort().join(\"\")};Li.prototype.getMaxValue=function(t){var e=this.binders[t];return e instanceof Si||e instanceof Ei?e.maxValue:0},Li.prototype.populatePaintArrays=function(t,e,r,n,a){for(var i in this.binders){var o=this.binders[i];(o instanceof Si||o instanceof Ei||o instanceof Ci)&&o.populatePaintArray(t,e,r,n,a)}},Li.prototype.setConstantPatternPositions=function(t,e){for(var r in this.binders){var n=this.binders[r];n instanceof Ai&&n.setConstantPatternPositions(t,e)}},Li.prototype.updatePaintArrays=function(t,e,r,n,a){var i=!1;for(var o in t)for(var s=0,l=e.getPositions(o);s<l.length;s+=1){var c=l[s],u=r.feature(c.index);for(var h in this.binders){var f=this.binders[h];if((f instanceof Si||f instanceof Ei||f instanceof Ci)&&!0===f.expression.isStateDependent){var p=n.paint.get(h);f.expression=p.value,f.updatePaintArray(c.start,c.end,u,t[o],a),i=!0}}}return i},Li.prototype.defines=function(){var t=[];for(var e in this.binders){var r=this.binders[e];(r instanceof Mi||r instanceof Ai)&&t.push.apply(t,r.uniformNames.map((function(t){return\"#define HAS_UNIFORM_\"+t})))}return t},Li.prototype.getPaintVertexBuffers=function(){return this._buffers},Li.prototype.getUniforms=function(t,e){var r=[];for(var n in this.binders){var a=this.binders[n];if(a instanceof Mi||a instanceof Ai||a instanceof Ei)for(var i=0,o=a.uniformNames;i<o.length;i+=1){var s=o[i];if(e[s]){var l=a.getBinding(t,e[s],s);r.push({name:s,property:n,binding:l})}}}return r},Li.prototype.setUniforms=function(t,e,r,n){for(var a=0,i=e;a<i.length;a+=1){var o=i[a],s=o.name,l=o.property;this.binders[l].setUniform(o.binding,n,r.get(l),s)}},Li.prototype.updatePaintBuffers=function(t){for(var e in this._buffers=[],this.binders){var r=this.binders[e];if(t&&r instanceof Ci){var n=2===t.fromScale?r.zoomInPaintVertexBuffer:r.zoomOutPaintVertexBuffer;n&&this._buffers.push(n)}else(r instanceof Si||r instanceof Ei)&&r.paintVertexBuffer&&this._buffers.push(r.paintVertexBuffer)}},Li.prototype.upload=function(t){for(var e in this.binders){var r=this.binders[e];(r instanceof Si||r instanceof Ei||r instanceof Ci)&&r.upload(t)}this.updatePaintBuffers()},Li.prototype.destroy=function(){for(var t in this.binders){var e=this.binders[t];(e instanceof Si||e instanceof Ei||e instanceof Ci)&&e.destroy()}};var Pi=function(t,e,r,n){void 0===n&&(n=function(){return!0}),this.programConfigurations={};for(var a=0,i=e;a<i.length;a+=1){var o=i[a];this.programConfigurations[o.id]=new Li(o,r,n,t)}this.needsUpload=!1,this._featureMap=new hi,this._bufferOffset=0};function Ii(t,e){return{\"text-opacity\":[\"opacity\"],\"icon-opacity\":[\"opacity\"],\"text-color\":[\"fill_color\"],\"icon-color\":[\"fill_color\"],\"text-halo-color\":[\"halo_color\"],\"icon-halo-color\":[\"halo_color\"],\"text-halo-blur\":[\"halo_blur\"],\"icon-halo-blur\":[\"halo_blur\"],\"text-halo-width\":[\"halo_width\"],\"icon-halo-width\":[\"halo_width\"],\"line-gap-width\":[\"gapwidth\"],\"line-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-extrusion-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"]}[t]||[t.replace(e+\"-\",\"\").replace(/-/g,\"_\")]}function zi(t,e,r){var n={color:{source:Ga,composite:Ya},number:{source:ja,composite:Ga}},a=function(t){return{\"line-pattern\":{source:Ca,composite:Ca},\"fill-pattern\":{source:Ca,composite:Ca},\"fill-extrusion-pattern\":{source:Ca,composite:Ca}}[t]}(t);return a&&a[r]||n[e][r]}Pi.prototype.populatePaintArrays=function(t,e,r,n,a,i){for(var o in this.programConfigurations)this.programConfigurations[o].populatePaintArrays(t,e,n,a,i);void 0!==e.id&&this._featureMap.add(e.id,r,this._bufferOffset,t),this._bufferOffset=t,this.needsUpload=!0},Pi.prototype.updatePaintArrays=function(t,e,r,n){for(var a=0,i=r;a<i.length;a+=1){var o=i[a];this.needsUpload=this.programConfigurations[o.id].updatePaintArrays(t,this._featureMap,e,o,n)||this.needsUpload}},Pi.prototype.get=function(t){return this.programConfigurations[t]},Pi.prototype.upload=function(t){if(this.needsUpload){for(var e in this.programConfigurations)this.programConfigurations[e].upload(t);this.needsUpload=!1}},Pi.prototype.destroy=function(){for(var t in 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2:for(n=0;n<l.length;n++)u(l[n]);break;case 3:for(l=function(t){var e=t.length;if(e<=1)return[t];for(var r,n,a=[],i=0;i<e;i++){var o=us(t[i]);0!==o&&(void 0===n&&(n=o<0),n===o<0?(r&&a.push(r),r=[t[i]]):r.push(t[i]))}return r&&a.push(r),a}(l),n=0;n<l.length;n++)for(a=0;a<l[n].length;a++)u(l[n][a])}1===l.length?l=l[0]:c=\"Multi\"+c;var f={type:\"Feature\",geometry:{type:c,coordinates:l},properties:this.properties};return\"id\"in this&&(f.id=this.id),f};var hs=fs;function fs(t,e){this.version=1,this.name=null,this.extent=4096,this.length=0,this._pbf=t,this._keys=[],this._values=[],this._features=[],t.readFields(ps,this,e),this.length=this._features.length}function ps(t,e,r){15===t?e.version=r.readVarint():1===t?e.name=r.readString():5===t?e.extent=r.readVarint():2===t?e._features.push(r.pos):3===t?e._keys.push(r.readString()):4===t&&e._values.push(function(t){for(var e=null,r=t.readVarint()+t.pos;t.pos<r;){var n=t.readVarint()>>3;e=1===n?t.readString():2===n?t.readFloat():3===n?t.readDouble():4===n?t.readVarint64():5===n?t.readVarint():6===n?t.readSVarint():7===n?t.readBoolean():null}return e}(r))}function ds(t,e,r){if(3===t){var n=new hs(r,r.readVarint()+r.pos);n.length&&(e[n.name]=n)}}fs.prototype.feature=function(t){if(t<0||t>=this._features.length)throw new Error(\"feature index out of bounds\");this._pbf.pos=this._features[t];var e=this._pbf.readVarint()+this._pbf.pos;return new ss(this._pbf,e,this.extent,this._keys,this._values)};var gs={VectorTile:function(t,e){this.layers=t.readFields(ds,{},e)},VectorTileFeature:ss,VectorTileLayer:hs},ms=gs.VectorTileFeature.types,vs=Math.pow(2,13);function ys(t,e,r,n,a,i,o,s){t.emplaceBack(e,r,2*Math.floor(n*vs)+o,a*vs*2,i*vs*2,Math.round(s))}var xs=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new Sa,this.indexArray=new Fa,this.programConfigurations=new Pi(os,t.layers,t.zoom),this.segments=new ai,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function bs(t,e){return t.x===e.x&&(t.x<0||t.x>8192)||t.y===e.y&&(t.y<0||t.y>8192)}xs.prototype.populate=function(t,e,r){this.features=[],this.hasPattern=ts(\"fill-extrusion\",this.layers,e);for(var n=0,a=t;n<a.length;n+=1){var i=a[n],o=i.feature,s=i.id,l=i.index,c=i.sourceLayerIndex,u=this.layers[0]._featureFilter.needGeometry,h={type:o.type,id:s,properties:o.properties,geometry:u?Di(o):[]};if(this.layers[0]._featureFilter.filter(new aa(this.zoom),h,r)){var f={id:s,sourceLayerIndex:c,index:l,geometry:u?h.geometry:Di(o),properties:o.properties,type:o.type,patterns:{}};void 0!==o.id&&(f.id=o.id),this.hasPattern?this.features.push(es(\"fill-extrusion\",this.layers,f,this.zoom,e)):this.addFeature(f,f.geometry,l,r,{}),e.featureIndex.insert(o,f.geometry,l,c,this.index,!0)}}},xs.prototype.addFeatures=function(t,e,r){for(var n=0,a=this.features;n<a.length;n+=1){var i=a[n];this.addFeature(i,i.geometry,i.index,e,r)}},xs.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},xs.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},xs.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},xs.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,os),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},xs.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},xs.prototype.addFeature=function(t,e,r,n,a){for(var i=0,o=Qo(e,500);i<o.length;i+=1){for(var s=o[i],l=0,c=0,u=s;c<u.length;c+=1)l+=u[c].length;for(var h=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray),f=0,p=s;f<p.length;f+=1){var d=p[f];if(0!==d.length&&!((I=d).every((function(t){return t.x<0}))||I.every((function(t){return t.x>8192}))||I.every((function(t){return t.y<0}))||I.every((function(t){return t.y>8192}))))for(var g=0,m=0;m<d.length;m++){var v=d[m];if(m>=1){var y=d[m-1];if(!bs(v,y)){h.vertexLength+4>ai.MAX_VERTEX_ARRAY_LENGTH&&(h=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray));var x=v.sub(y)._perp()._unit(),b=y.dist(v);g+b>32768&&(g=0),ys(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,0,g),ys(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,1,g),ys(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,0,g+=b),ys(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,1,g);var _=h.vertexLength;this.indexArray.emplaceBack(_,_+2,_+1),this.indexArray.emplaceBack(_+1,_+2,_+3),h.vertexLength+=4,h.primitiveLength+=2}}}}if(h.vertexLength+l>ai.MAX_VERTEX_ARRAY_LENGTH&&(h=this.segments.prepareSegment(l,this.layoutVertexArray,this.indexArray)),\"Polygon\"===ms[t.type]){for(var w=[],T=[],k=h.vertexLength,M=0,A=s;M<A.length;M+=1){var S=A[M];if(0!==S.length){S!==s[0]&&T.push(w.length/2);for(var E=0;E<S.length;E++){var C=S[E];ys(this.layoutVertexArray,C.x,C.y,0,0,1,1,0),w.push(C.x),w.push(C.y)}}}for(var L=_o(w,T),P=0;P<L.length;P+=3)this.indexArray.emplaceBack(k+L[P],k+L[P+2],k+L[P+1]);h.primitiveLength+=L.length/3,h.vertexLength+=l}}var I;this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,a,n)},Dn(\"FillExtrusionBucket\",xs,{omit:[\"layers\",\"features\"]});var _s={paint:new ya({\"fill-extrusion-opacity\":new pa(At[\"paint_fill-extrusion\"][\"fill-extrusion-opacity\"]),\"fill-extrusion-color\":new da(At[\"paint_fill-extrusion\"][\"fill-extrusion-color\"]),\"fill-extrusion-translate\":new pa(At[\"paint_fill-extrusion\"][\"fill-extrusion-translate\"]),\"fill-extrusion-translate-anchor\":new pa(At[\"paint_fill-extrusion\"][\"fill-extrusion-translate-anchor\"]),\"fill-extrusion-pattern\":new ga(At[\"paint_fill-extrusion\"][\"fill-extrusion-pattern\"]),\"fill-extrusion-height\":new da(At[\"paint_fill-extrusion\"][\"fill-extrusion-height\"]),\"fill-extrusion-base\":new da(At[\"paint_fill-extrusion\"][\"fill-extrusion-base\"]),\"fill-extrusion-vertical-gradient\":new pa(At[\"paint_fill-extrusion\"][\"fill-extrusion-vertical-gradient\"])})},ws=function(t){function e(e){t.call(this,e,_s)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.createBucket=function(t){return new xs(t)},e.prototype.queryRadius=function(){return Ji(this.paint.get(\"fill-extrusion-translate\"))},e.prototype.is3D=function(){return!0},e.prototype.queryIntersectsFeature=function(t,e,r,n,i,o,s,l){var c=Ki(t,this.paint.get(\"fill-extrusion-translate\"),this.paint.get(\"fill-extrusion-translate-anchor\"),o.angle,s),u=this.paint.get(\"fill-extrusion-height\").evaluate(e,r),h=this.paint.get(\"fill-extrusion-base\").evaluate(e,r),f=function(t,e,r,n){for(var i=[],o=0,s=t;o<s.length;o+=1){var l=s[o],c=[l.x,l.y,0,1];io(c,c,e),i.push(new a(c[0]/c[3],c[1]/c[3]))}return i}(c,l),p=function(t,e,r,n){for(var i=[],o=[],s=n[8]*e,l=n[9]*e,c=n[10]*e,u=n[11]*e,h=n[8]*r,f=n[9]*r,p=n[10]*r,d=n[11]*r,g=0,m=t;g<m.length;g+=1){for(var v=[],y=[],x=0,b=m[g];x<b.length;x+=1){var _=b[x],w=_.x,T=_.y,k=n[0]*w+n[4]*T+n[12],M=n[1]*w+n[5]*T+n[13],A=n[2]*w+n[6]*T+n[14],S=n[3]*w+n[7]*T+n[15],E=A+c,C=S+u,L=k+h,P=M+f,I=A+p,z=S+d,O=new a((k+s)/C,(M+l)/C);O.z=E/C,v.push(O);var D=new a(L/z,P/z);D.z=I/z,y.push(D)}i.push(v),o.push(y)}return[i,o]}(n,h,u,l);return function(t,e,r){var n=1/0;ji(r,e)&&(n=ks(r,e[0]));for(var a=0;a<e.length;a++)for(var i=e[a],o=t[a],s=0;s<i.length-1;s++){var l=i[s],c=[l,i[s+1],o[s+1],o[s],l];Bi(r,c)&&(n=Math.min(n,ks(r,c)))}return n!==1/0&&n}(p[0],p[1],f)},e}(xa);function Ts(t,e){return t.x*e.x+t.y*e.y}function ks(t,e){if(1===t.length){for(var r,n=0,a=e[n++];!r||a.equals(r);)if(!(r=e[n++]))return 1/0;for(;n<e.length;n++){var i=e[n],o=t[0],s=r.sub(a),l=i.sub(a),c=o.sub(a),u=Ts(s,s),h=Ts(s,l),f=Ts(l,l),p=Ts(c,s),d=Ts(c,l),g=u*f-h*h,m=(f*p-h*d)/g,v=(u*d-h*p)/g,y=a.z*(1-m-v)+r.z*m+i.z*v;if(isFinite(y))return y}return 1/0}for(var x=1/0,b=0,_=e;b<_.length;b+=1)x=Math.min(x,_[b].z);return x}var Ms=Ta([{name:\"a_pos_normal\",components:2,type:\"Int16\"},{name:\"a_data\",components:4,type:\"Uint8\"}],4).members,As=gs.VectorTileFeature.types,Ss=Math.cos(Math.PI/180*37.5),Es=Math.pow(2,14)/.5,Cs=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.patternFeatures=[],this.layoutVertexArray=new Ea,this.indexArray=new Fa,this.programConfigurations=new Pi(Ms,t.layers,t.zoom),this.segments=new ai,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};Cs.prototype.populate=function(t,e,r){this.hasPattern=ts(\"line\",this.layers,e);for(var n=this.layers[0].layout.get(\"line-sort-key\"),a=[],i=0,o=t;i<o.length;i+=1){var s=o[i],l=s.feature,c=s.id,u=s.index,h=s.sourceLayerIndex,f=this.layers[0]._featureFilter.needGeometry,p={type:l.type,id:c,properties:l.properties,geometry:f?Di(l):[]};if(this.layers[0]._featureFilter.filter(new aa(this.zoom),p,r)){f||(p.geometry=Di(l));var d=n?n.evaluate(p,{},r):void 0;a.push({id:c,properties:l.properties,type:l.type,sourceLayerIndex:h,index:u,geometry:p.geometry,patterns:{},sortKey:d})}}n&&a.sort((function(t,e){return t.sortKey-e.sortKey}));for(var g=0,m=a;g<m.length;g+=1){var v=m[g],y=v.geometry,x=v.index,b=v.sourceLayerIndex;if(this.hasPattern){var _=es(\"line\",this.layers,v,this.zoom,e);this.patternFeatures.push(_)}else this.addFeature(v,y,x,r,{});e.featureIndex.insert(t[x].feature,y,x,b,this.index)}},Cs.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},Cs.prototype.addFeatures=function(t,e,r){for(var n=0,a=this.patternFeatures;n<a.length;n+=1){var i=a[n];this.addFeature(i,i.geometry,i.index,e,r)}},Cs.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},Cs.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},Cs.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Ms),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},Cs.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},Cs.prototype.addFeature=function(t,e,r,n,a){for(var i=this.layers[0].layout,o=i.get(\"line-join\").evaluate(t,{}),s=i.get(\"line-cap\"),l=i.get(\"line-miter-limit\"),c=i.get(\"line-round-limit\"),u=0,h=e;u<h.length;u+=1)this.addLine(h[u],t,o,s,l,c);this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,a,n)},Cs.prototype.addLine=function(t,e,r,n,a,i){if(this.distance=0,this.scaledDistance=0,this.totalDistance=0,e.properties&&e.properties.hasOwnProperty(\"mapbox_clip_start\")&&e.properties.hasOwnProperty(\"mapbox_clip_end\")){this.clipStart=+e.properties.mapbox_clip_start,this.clipEnd=+e.properties.mapbox_clip_end;for(var o=0;o<t.length-1;o++)this.totalDistance+=t[o].dist(t[o+1]);this.updateScaledDistance()}for(var s=\"Polygon\"===As[e.type],l=t.length;l>=2&&t[l-1].equals(t[l-2]);)l--;for(var c=0;c<l-1&&t[c].equals(t[c+1]);)c++;if(!(l<(s?3:2))){\"bevel\"===r&&(a=1.05);var u,h=this.overscaling<=16?122880/(512*this.overscaling):0,f=this.segments.prepareSegment(10*l,this.layoutVertexArray,this.indexArray),p=void 0,d=void 0,g=void 0,m=void 0;this.e1=this.e2=-1,s&&(m=t[c].sub(u=t[l-2])._unit()._perp());for(var v=c;v<l;v++)if(!(d=v===l-1?s?t[c+1]:void 0:t[v+1])||!t[v].equals(d)){m&&(g=m),u&&(p=u),u=t[v],m=d?d.sub(u)._unit()._perp():g;var y=(g=g||m).add(m);0===y.x&&0===y.y||y._unit();var x=g.x*m.x+g.y*m.y,b=y.x*m.x+y.y*m.y,_=0!==b?1/b:1/0,w=2*Math.sqrt(2-2*b),T=b<Ss&&p&&d,k=g.x*m.y-g.y*m.x>0;if(T&&v>c){var M=u.dist(p);if(M>2*h){var A=u.sub(u.sub(p)._mult(h/M)._round());this.updateDistance(p,A),this.addCurrentVertex(A,g,0,0,f),p=A}}var S=p&&d,E=S?r:s?\"butt\":n;if(S&&\"round\"===E&&(_<i?E=\"miter\":_<=2&&(E=\"fakeround\")),\"miter\"===E&&_>a&&(E=\"bevel\"),\"bevel\"===E&&(_>2&&(E=\"flipbevel\"),_<a&&(E=\"miter\")),p&&this.updateDistance(p,u),\"miter\"===E)y._mult(_),this.addCurrentVertex(u,y,0,0,f);else if(\"flipbevel\"===E){if(_>100)y=m.mult(-1);else{var C=_*g.add(m).mag()/g.sub(m).mag();y._perp()._mult(C*(k?-1:1))}this.addCurrentVertex(u,y,0,0,f),this.addCurrentVertex(u,y.mult(-1),0,0,f)}else if(\"bevel\"===E||\"fakeround\"===E){var L=-Math.sqrt(_*_-1),P=k?L:0,I=k?0:L;if(p&&this.addCurrentVertex(u,g,P,I,f),\"fakeround\"===E)for(var z=Math.round(180*w/Math.PI/20),O=1;O<z;O++){var D=O/z;if(.5!==D){var R=D-.5;D+=D*R*(D-1)*((1.0904+x*(x*(3.55645-1.43519*x)-3.2452))*R*R+(.848013+x*(.215638*x-1.06021)))}var F=m.sub(g)._mult(D)._add(g)._unit()._mult(k?-1:1);this.addHalfVertex(u,F.x,F.y,!1,k,0,f)}d&&this.addCurrentVertex(u,m,-P,-I,f)}else if(\"butt\"===E)this.addCurrentVertex(u,y,0,0,f);else if(\"square\"===E){var B=p?1:-1;this.addCurrentVertex(u,y,B,B,f)}else\"round\"===E&&(p&&(this.addCurrentVertex(u,g,0,0,f),this.addCurrentVertex(u,g,1,1,f,!0)),d&&(this.addCurrentVertex(u,m,-1,-1,f,!0),this.addCurrentVertex(u,m,0,0,f)));if(T&&v<l-1){var N=u.dist(d);if(N>2*h){var j=u.add(d.sub(u)._mult(h/N)._round());this.updateDistance(u,j),this.addCurrentVertex(j,m,0,0,f),u=j}}}}},Cs.prototype.addCurrentVertex=function(t,e,r,n,a,i){void 0===i&&(i=!1);var o=e.y*n-e.x,s=-e.y-e.x*n;this.addHalfVertex(t,e.x+e.y*r,e.y-e.x*r,i,!1,r,a),this.addHalfVertex(t,o,s,i,!0,-n,a),this.distance>Es/2&&0===this.totalDistance&&(this.distance=0,this.addCurrentVertex(t,e,r,n,a,i))},Cs.prototype.addHalfVertex=function(t,e,r,n,a,i,o){var s=.5*this.scaledDistance;this.layoutVertexArray.emplaceBack((t.x<<1)+(n?1:0),(t.y<<1)+(a?1:0),Math.round(63*e)+128,Math.round(63*r)+128,1+(0===i?0:i<0?-1:1)|(63&s)<<2,s>>6);var l=o.vertexLength++;this.e1>=0&&this.e2>=0&&(this.indexArray.emplaceBack(this.e1,this.e2,l),o.primitiveLength++),a?this.e2=l:this.e1=l},Cs.prototype.updateScaledDistance=function(){this.scaledDistance=this.totalDistance>0?(this.clipStart+(this.clipEnd-this.clipStart)*this.distance/this.totalDistance)*(Es-1):this.distance},Cs.prototype.updateDistance=function(t,e){this.distance+=t.dist(e),this.updateScaledDistance()},Dn(\"LineBucket\",Cs,{omit:[\"layers\",\"patternFeatures\"]});var Ls=new ya({\"line-cap\":new pa(At.layout_line[\"line-cap\"]),\"line-join\":new da(At.layout_line[\"line-join\"]),\"line-miter-limit\":new pa(At.layout_line[\"line-miter-limit\"]),\"line-round-limit\":new pa(At.layout_line[\"line-round-limit\"]),\"line-sort-key\":new da(At.layout_line[\"line-sort-key\"])}),Ps={paint:new ya({\"line-opacity\":new da(At.paint_line[\"line-opacity\"]),\"line-color\":new da(At.paint_line[\"line-color\"]),\"line-translate\":new pa(At.paint_line[\"line-translate\"]),\"line-translate-anchor\":new pa(At.paint_line[\"line-translate-anchor\"]),\"line-width\":new da(At.paint_line[\"line-width\"]),\"line-gap-width\":new da(At.paint_line[\"line-gap-width\"]),\"line-offset\":new da(At.paint_line[\"line-offset\"]),\"line-blur\":new da(At.paint_line[\"line-blur\"]),\"line-dasharray\":new ma(At.paint_line[\"line-dasharray\"]),\"line-pattern\":new ga(At.paint_line[\"line-pattern\"]),\"line-gradient\":new va(At.paint_line[\"line-gradient\"])}),layout:Ls},Is=new(function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.possiblyEvaluate=function(e,r){return r=new aa(Math.floor(r.zoom),{now:r.now,fadeDuration:r.fadeDuration,zoomHistory:r.zoomHistory,transition:r.transition}),t.prototype.possiblyEvaluate.call(this,e,r)},e.prototype.evaluate=function(e,r,n,a){return r=u({},r,{zoom:Math.floor(r.zoom)}),t.prototype.evaluate.call(this,e,r,n,a)},e}(da))(Ps.paint.properties[\"line-width\"].specification);Is.useIntegerZoom=!0;var zs=function(t){function e(e){t.call(this,e,Ps)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._handleSpecialPaintPropertyUpdate=function(t){\"line-gradient\"===t&&this._updateGradient()},e.prototype._updateGradient=function(){this.gradient=mo(this._transitionablePaint._values[\"line-gradient\"].value.expression,\"lineProgress\"),this.gradientTexture=null},e.prototype.recalculate=function(e,r){t.prototype.recalculate.call(this,e,r),this.paint._values[\"line-floorwidth\"]=Is.possiblyEvaluate(this._transitioningPaint._values[\"line-width\"].value,e)},e.prototype.createBucket=function(t){return new Cs(t)},e.prototype.queryRadius=function(t){var e=t,r=Os(Xi(\"line-width\",this,e),Xi(\"line-gap-width\",this,e)),n=Xi(\"line-offset\",this,e);return r/2+Math.abs(n)+Ji(this.paint.get(\"line-translate\"))},e.prototype.queryIntersectsFeature=function(t,e,r,n,i,o,s){var l=Ki(t,this.paint.get(\"line-translate\"),this.paint.get(\"line-translate-anchor\"),o.angle,s),c=s/2*Os(this.paint.get(\"line-width\").evaluate(e,r),this.paint.get(\"line-gap-width\").evaluate(e,r)),u=this.paint.get(\"line-offset\").evaluate(e,r);return u&&(n=function(t,e){for(var r=[],n=new a(0,0),i=0;i<t.length;i++){for(var o=t[i],s=[],l=0;l<o.length;l++){var c=o[l],u=o[l+1],h=0===l?n:c.sub(o[l-1])._unit()._perp(),f=l===o.length-1?n:u.sub(c)._unit()._perp(),p=h._add(f)._unit();p._mult(1/(p.x*f.x+p.y*f.y)),s.push(p._mult(e)._add(c))}r.push(s)}return r}(n,u*s)),function(t,e,r){for(var n=0;n<e.length;n++){var a=e[n];if(t.length>=3)for(var i=0;i<a.length;i++)if(Wi(t,a[i]))return!0;if(Ui(t,a,r))return!0}return!1}(l,n,c)},e.prototype.isTileClipped=function(){return!0},e}(xa);function Os(t,e){return e>0?e+2*t:t}var 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n,a,i=0;i<e.length;i++){if((n=e.charCodeAt(i))>55295&&n<57344){if(!a){n>56319||i+1===e.length?(t[r++]=239,t[r++]=191,t[r++]=189):a=n;continue}if(n<56320){t[r++]=239,t[r++]=191,t[r++]=189,a=n;continue}n=a-55296<<10|n-56320|65536,a=null}else a&&(t[r++]=239,t[r++]=191,t[r++]=189,a=null);n<128?t[r++]=n:(n<2048?t[r++]=n>>6|192:(n<65536?t[r++]=n>>12|224:(t[r++]=n>>18|240,t[r++]=n>>12&63|128),t[r++]=n>>6&63|128),t[r++]=63&n|128)}return r}(this.buf,t,this.pos);var r=this.pos-e;r>=128&&Xs(e,r,this),this.pos=e-1,this.writeVarint(r),this.pos+=r},writeFloat:function(t){this.realloc(4),qs(this.buf,t,this.pos,!0,23,4),this.pos+=4},writeDouble:function(t){this.realloc(8),qs(this.buf,t,this.pos,!0,52,8),this.pos+=8},writeBytes:function(t){var e=t.length;this.writeVarint(e),this.realloc(e);for(var r=0;r<e;r++)this.buf[this.pos++]=t[r]},writeRawMessage:function(t,e){this.pos++;var r=this.pos;t(e,this);var n=this.pos-r;n>=128&&Xs(r,n,this),this.pos=r-1,this.writeVarint(n),this.pos+=n},writeMessage:function(t,e,r){this.writeTag(t,Gs.Bytes),this.writeRawMessage(e,r)},writePackedVarint:function(t,e){e.length&&this.writeMessage(t,Js,e)},writePackedSVarint:function(t,e){e.length&&this.writeMessage(t,Ks,e)},writePackedBoolean:function(t,e){e.length&&this.writeMessage(t,tl,e)},writePackedFloat:function(t,e){e.length&&this.writeMessage(t,Qs,e)},writePackedDouble:function(t,e){e.length&&this.writeMessage(t,$s,e)},writePackedFixed32:function(t,e){e.length&&this.writeMessage(t,el,e)},writePackedSFixed32:function(t,e){e.length&&this.writeMessage(t,rl,e)},writePackedFixed64:function(t,e){e.length&&this.writeMessage(t,nl,e)},writePackedSFixed64:function(t,e){e.length&&this.writeMessage(t,al,e)},writeBytesField:function(t,e){this.writeTag(t,Gs.Bytes),this.writeBytes(e)},writeFixed32Field:function(t,e){this.writeTag(t,Gs.Fixed32),this.writeFixed32(e)},writeSFixed32Field:function(t,e){this.writeTag(t,Gs.Fixed32),this.writeSFixed32(e)},writeFixed64Field:function(t,e){this.writeTag(t,Gs.Fixed64),this.writeFixed64(e)},writeSFixed64Field:function(t,e){this.writeTag(t,Gs.Fixed64),this.writeSFixed64(e)},writeVarintField:function(t,e){this.writeTag(t,Gs.Varint),this.writeVarint(e)},writeSVarintField:function(t,e){this.writeTag(t,Gs.Varint),this.writeSVarint(e)},writeStringField:function(t,e){this.writeTag(t,Gs.Bytes),this.writeString(e)},writeFloatField:function(t,e){this.writeTag(t,Gs.Fixed32),this.writeFloat(e)},writeDoubleField:function(t,e){this.writeTag(t,Gs.Fixed64),this.writeDouble(e)},writeBooleanField:function(t,e){this.writeVarintField(t,Boolean(e))}};var fl=function(t,e){var r=e.pixelRatio,n=e.version,a=e.stretchX,i=e.stretchY,o=e.content;this.paddedRect=t,this.pixelRatio=r,this.stretchX=a,this.stretchY=i,this.content=o,this.version=n},pl={tl:{configurable:!0},br:{configurable:!0},tlbr:{configurable:!0},displaySize:{configurable:!0}};pl.tl.get=function(){return[this.paddedRect.x+1,this.paddedRect.y+1]},pl.br.get=function(){return[this.paddedRect.x+this.paddedRect.w-1,this.paddedRect.y+this.paddedRect.h-1]},pl.tlbr.get=function(){return this.tl.concat(this.br)},pl.displaySize.get=function(){return[(this.paddedRect.w-2)/this.pixelRatio,(this.paddedRect.h-2)/this.pixelRatio]},Object.defineProperties(fl.prototype,pl);var dl=function(t,e){var r={},n={};this.haveRenderCallbacks=[];var a=[];this.addImages(t,r,a),this.addImages(e,n,a);var i=hl(a),o=new po({width:i.w||1,height:i.h||1});for(var s in t){var l=t[s],c=r[s].paddedRect;po.copy(l.data,o,{x:0,y:0},{x:c.x+1,y:c.y+1},l.data)}for(var u in e){var h=e[u],f=n[u].paddedRect,p=f.x+1,d=f.y+1,g=h.data.width,m=h.data.height;po.copy(h.data,o,{x:0,y:0},{x:p,y:d},h.data),po.copy(h.data,o,{x:0,y:m-1},{x:p,y:d-1},{width:g,height:1}),po.copy(h.data,o,{x:0,y:0},{x:p,y:d+m},{width:g,height:1}),po.copy(h.data,o,{x:g-1,y:0},{x:p-1,y:d},{width:1,height:m}),po.copy(h.data,o,{x:0,y:0},{x:p+g,y:d},{width:1,height:m})}this.image=o,this.iconPositions=r,this.patternPositions=n};dl.prototype.addImages=function(t,e,r){for(var n in t){var a=t[n],i={x:0,y:0,w:a.data.width+2,h:a.data.height+2};r.push(i),e[n]=new fl(i,a),a.hasRenderCallback&&this.haveRenderCallbacks.push(n)}},dl.prototype.patchUpdatedImages=function(t,e){for(var r in t.dispatchRenderCallbacks(this.haveRenderCallbacks),t.updatedImages)this.patchUpdatedImage(this.iconPositions[r],t.getImage(r),e),this.patchUpdatedImage(this.patternPositions[r],t.getImage(r),e)},dl.prototype.patchUpdatedImage=function(t,e,r){if(t&&e&&t.version!==e.version){t.version=e.version;var n=t.tl;r.update(e.data,void 0,{x:n[0],y:n[1]})}},Dn(\"ImagePosition\",fl),Dn(\"ImageAtlas\",dl);var gl={horizontal:1,vertical:2,horizontalOnly:3},ml=function(){this.scale=1,this.fontStack=\"\",this.imageName=null};ml.forText=function(t,e){var r=new ml;return r.scale=t||1,r.fontStack=e,r},ml.forImage=function(t){var e=new ml;return e.imageName=t,e};var vl=function(){this.text=\"\",this.sectionIndex=[],this.sections=[],this.imageSectionID=null};function yl(t,e,r,n,a,i,o,s,l,c,u,h,f,p,d,g){var m,v=vl.fromFeature(t,a);h===gl.vertical&&v.verticalizePunctuation();var y=na.processBidirectionalText,x=na.processStyledBidirectionalText;if(y&&1===v.sections.length){m=[];for(var b=0,_=y(v.toString(),Ml(v,c,i,e,n,p,d));b<_.length;b+=1){var w=_[b],T=new vl;T.text=w,T.sections=v.sections;for(var k=0;k<w.length;k++)T.sectionIndex.push(0);m.push(T)}}else if(x){m=[];for(var M=0,A=x(v.text,v.sectionIndex,Ml(v,c,i,e,n,p,d));M<A.length;M+=1){var S=A[M],E=new vl;E.text=S[0],E.sectionIndex=S[1],E.sections=v.sections,m.push(E)}}else m=function(t,e){for(var r=[],n=t.text,a=0,i=0,o=e;i<o.length;i+=1){var s=o[i];r.push(t.substring(a,s)),a=s}return a<n.length&&r.push(t.substring(a,n.length)),r}(v,Ml(v,c,i,e,n,p,d));var C=[],L={positionedLines:C,text:v.toString(),top:u[1],bottom:u[1],left:u[0],right:u[0],writingMode:h,iconsInText:!1,verticalizable:!1};return function(t,e,r,n,a,i,o,s,l,c,u,h){for(var f=0,p=-17,d=0,g=0,m=\"right\"===s?1:\"left\"===s?0:.5,v=0,y=0,x=a;y<x.length;y+=1){var b=x[y];b.trim();var _=b.getMaxScale(),w=24*(_-1),T={positionedGlyphs:[],lineOffset:0};t.positionedLines[v]=T;var k=T.positionedGlyphs,M=0;if(b.length()){for(var A=0;A<b.length();A++){var S=b.getSection(A),E=b.getSectionIndex(A),C=b.getCharCode(A),L=0,P=null,I=null,z=null,O=24,D=!(l===gl.horizontal||!u&&!Hn(C)||u&&(xl[C]||(H=C,Vn.Arabic(H)||Vn[\"Arabic Supplement\"](H)||Vn[\"Arabic Extended-A\"](H)||Vn[\"Arabic Presentation Forms-A\"](H)||Vn[\"Arabic Presentation Forms-B\"](H))));if(S.imageName){var R=n[S.imageName];if(!R)continue;z=S.imageName,t.iconsInText=t.iconsInText||!0,I=R.paddedRect;var F=R.displaySize;S.scale=24*S.scale/h,L=w+(24-F[1]*S.scale),O=(P={width:F[0],height:F[1],left:1,top:-3,advance:D?F[1]:F[0]}).advance;var B=D?F[0]*S.scale-24*_:F[1]*S.scale-24*_;B>0&&B>M&&(M=B)}else{var N=r[S.fontStack],j=N&&N[C];if(j&&j.rect)I=j.rect,P=j.metrics;else{var U=e[S.fontStack],V=U&&U[C];if(!V)continue;P=V.metrics}L=24*(_-S.scale)}D?(t.verticalizable=!0,k.push({glyph:C,imageName:z,x:f,y:p+L,vertical:D,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:I}),f+=O*S.scale+c):(k.push({glyph:C,imageName:z,x:f,y:p+L,vertical:D,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:I}),f+=P.advance*S.scale+c)}0!==k.length&&(d=Math.max(f-c,d),Sl(k,0,k.length-1,m,M)),f=0;var q=i*_+M;T.lineOffset=Math.max(M,w),p+=q,g=Math.max(q,g),++v}else p+=i,++v}var H,G=p- -17,Y=Al(o),W=Y.horizontalAlign,Z=Y.verticalAlign;(function(t,e,r,n,a,i,o,s,l){var c,u=(e-r)*a;c=i!==o?-s*n- 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n=t.charCodeAt(r+1)||null,a=t.charCodeAt(r-1)||null;e+=n&&Gn(n)&&!Us[t[r+1]]||a&&Gn(a)&&!Us[t[r-1]]||!Us[t[r]]?t[r]:Us[t[r]]}return e}(this.text)},vl.prototype.trim=function(){for(var t=0,e=0;e<this.text.length&&xl[this.text.charCodeAt(e)];e++)t++;for(var r=this.text.length,n=this.text.length-1;n>=0&&n>=t&&xl[this.text.charCodeAt(n)];n--)r--;this.text=this.text.substring(t,r),this.sectionIndex=this.sectionIndex.slice(t,r)},vl.prototype.substring=function(t,e){var r=new vl;return r.text=this.text.substring(t,e),r.sectionIndex=this.sectionIndex.slice(t,e),r.sections=this.sections,r},vl.prototype.toString=function(){return this.text},vl.prototype.getMaxScale=function(){var t=this;return this.sectionIndex.reduce((function(e,r){return Math.max(e,t.sections[r].scale)}),0)},vl.prototype.addTextSection=function(t,e){this.text+=t.text,this.sections.push(ml.forText(t.scale,t.fontStack||e));for(var r=this.sections.length-1,n=0;n<t.text.length;++n)this.sectionIndex.push(r)},vl.prototype.addImageSection=function(t){var e=t.image?t.image.name:\"\";if(0!==e.length){var r=this.getNextImageSectionCharCode();r?(this.text+=String.fromCharCode(r),this.sections.push(ml.forImage(e)),this.sectionIndex.push(this.sections.length-1)):_(\"Reached maximum number of images 6401\")}else _(\"Can't add FormattedSection with an empty image.\")},vl.prototype.getNextImageSectionCharCode=function(){return this.imageSectionID?this.imageSectionID>=63743?null:++this.imageSectionID:(this.imageSectionID=57344,this.imageSectionID)};var xl={9:!0,10:!0,11:!0,12:!0,13:!0,32:!0},bl={};function _l(t,e,r,n,a,i){if(e.imageName){var o=n[e.imageName];return o?o.displaySize[0]*e.scale*24/i+a:0}var s=r[e.fontStack],l=s&&s[t];return l?l.metrics.advance*e.scale+a:0}function wl(t,e,r,n){var a=Math.pow(t-e,2);return n?t<e?a/2:2*a:a+Math.abs(r)*r}function Tl(t,e,r){var n=0;return 10===t&&(n-=1e4),r&&(n+=150),40!==t&&65288!==t||(n+=50),41!==e&&65289!==e||(n+=50),n}function kl(t,e,r,n,a,i){for(var o=null,s=wl(e,r,a,i),l=0,c=n;l<c.length;l+=1){var u=c[l],h=wl(e-u.x,r,a,i)+u.badness;h<=s&&(o=u,s=h)}return{index:t,x:e,priorBreak:o,badness:s}}function Ml(t,e,r,n,a,i,o){if(\"point\"!==i)return[];if(!t)return[];for(var s,l=[],c=function(t,e,r,n,a,i){for(var o=0,s=0;s<t.length();s++){var l=t.getSection(s);o+=_l(t.getCharCode(s),l,n,a,e,i)}return o/Math.max(1,Math.ceil(o/r))}(t,e,r,n,a,o),u=t.text.indexOf(\"\\u200b\")>=0,h=0,f=0;f<t.length();f++){var p=t.getSection(f),d=t.getCharCode(f);if(xl[d]||(h+=_l(d,p,n,a,e,o)),f<t.length()-1){var g=!((s=d)<11904||!(Vn[\"Bopomofo Extended\"](s)||Vn.Bopomofo(s)||Vn[\"CJK Compatibility Forms\"](s)||Vn[\"CJK Compatibility Ideographs\"](s)||Vn[\"CJK Compatibility\"](s)||Vn[\"CJK Radicals Supplement\"](s)||Vn[\"CJK Strokes\"](s)||Vn[\"CJK Symbols and Punctuation\"](s)||Vn[\"CJK Unified Ideographs Extension A\"](s)||Vn[\"CJK Unified 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o,s=t.image;if(s.content){var l=s.content,c=s.pixelRatio||1;o=[l[0]/c,l[1]/c,s.displaySize[0]-l[2]/c,s.displaySize[1]-l[3]/c]}var u,h,f,p,d=e.left*i,g=e.right*i;\"width\"===r||\"both\"===r?(p=a[0]+d-n[3],h=a[0]+g+n[1]):h=(p=a[0]+(d+g-s.displaySize[0])/2)+s.displaySize[0];var m=e.top*i,v=e.bottom*i;return\"height\"===r||\"both\"===r?(u=a[1]+m-n[0],f=a[1]+v+n[2]):f=(u=a[1]+(m+v-s.displaySize[1])/2)+s.displaySize[1],{image:s,top:u,right:h,bottom:f,left:p,collisionPadding:o}}bl[10]=!0,bl[32]=!0,bl[38]=!0,bl[40]=!0,bl[41]=!0,bl[43]=!0,bl[45]=!0,bl[47]=!0,bl[173]=!0,bl[183]=!0,bl[8203]=!0,bl[8208]=!0,bl[8211]=!0,bl[8231]=!0;var Cl=function(t){function e(e,r,n,a){t.call(this,e,r),this.angle=n,void 0!==a&&(this.segment=a)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.clone=function(){return new e(this.x,this.y,this.angle,this.segment)},e}(a);function Ll(t,e){var 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zl=Object.freeze({__proto__:null,getSizeData:Ll,evaluateSizeForFeature:Pl,evaluateSizeForZoom:Il,SIZE_PACK_FACTOR:128});function Ol(t,e,r,n,a){if(void 0===e.segment)return!0;for(var i=e,o=e.segment+1,s=0;s>-r/2;){if(--o<0)return!1;s-=t[o].dist(i),i=t[o]}s+=t[o].dist(t[o+1]),o++;for(var l=[],c=0;s<r/2;){var u=t[o],h=t[o+1];if(!h)return!1;var f=t[o-1].angleTo(u)-u.angleTo(h);for(f=Math.abs((f+3*Math.PI)%(2*Math.PI)-Math.PI),l.push({distance:s,angleDelta:f}),c+=f;s-l[0].distance>n;)c-=l.shift().angleDelta;if(c>a)return!1;o++,s+=u.dist(h)}return!0}function Dl(t){for(var e=0,r=0;r<t.length-1;r++)e+=t[r].dist(t[r+1]);return e}function Rl(t,e,r){return t?.6*e*r:0}function Fl(t,e){return Math.max(t?t.right-t.left:0,e?e.right-e.left:0)}function Bl(t,e,r,n,a,i){for(var o=Rl(r,a,i),s=Fl(r,n)*i,l=0,c=Dl(t)/2,u=0;u<t.length-1;u++){var h=t[u],f=t[u+1],p=h.dist(f);if(l+p>c){var d=(c-l)/p,g=Ue(h.x,f.x,d),m=Ue(h.y,f.y,d),v=new Cl(g,m,f.angleTo(h),u);return v._round(),!o||Ol(t,v,s,o,e)?v:void 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f=Hl(n.stretch-x,b,u,t.left),p=Gl(n.fixed-T,k,n.stretch,g),d=Hl(i.stretch-_,w,h,t.top),v=Gl(i.fixed-M,A,i.stretch,m),y=Hl(l.stretch-x,b,u,t.left),S=Gl(l.fixed-T,k,l.stretch,g),E=Hl(c.stretch-_,w,h,t.top),C=Gl(c.fixed-M,A,c.stretch,m),L=new a(f,d),P=new a(y,d),I=new a(y,E),z=new a(f,E),O=new a(p/s,v/s),D=new a(S/s,C/s),R=e*Math.PI/180;if(R){var F=Math.sin(R),B=Math.cos(R),N=[B,-F,F,B];L._matMult(N),P._matMult(N),z._matMult(N),I._matMult(N)}var j=n.stretch+n.fixed,U=i.stretch+i.fixed;return{tl:L,tr:P,bl:z,br:I,tex:{x:o.paddedRect.x+1+j,y:o.paddedRect.y+1+U,w:l.stretch+l.fixed-j,h:c.stretch+c.fixed-U},writingMode:void 0,glyphOffset:[0,0],sectionIndex:0,pixelOffsetTL:O,pixelOffsetBR:D,minFontScaleX:k/s/u,minFontScaleY:A/s/h,isSDF:r}};if(n&&(o.stretchX||o.stretchY))for(var C=ql(f,v,g),L=ql(p,y,m),P=0;P<C.length-1;P++)for(var I=C[P],z=C[P+1],O=0;O<L.length-1;O++)i.push(E(I,L[O],z,L[O+1]));else 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a(y,m),k=u*Math.PI/180;b._rotate(k),_._rotate(k),w._rotate(k),T._rotate(k),v=Math.min(b.x,_.x,w.x,T.x),y=Math.max(b.x,_.x,w.x,T.x),g=Math.min(b.y,_.y,w.y,T.y),m=Math.max(b.y,_.y,w.y,T.y)}t.emplaceBack(e.x,e.y,v,g,y,m,r,n,i)}this.boxEndIndex=t.length},Wl=function(t,e){if(void 0===t&&(t=[]),void 0===e&&(e=Zl),this.data=t,this.length=this.data.length,this.compare=e,this.length>0)for(var r=(this.length>>1)-1;r>=0;r--)this._down(r)};function Zl(t,e){return t<e?-1:t>e?1:0}function Xl(t,e,r){void 0===e&&(e=1),void 0===r&&(r=!1);for(var n=1/0,i=1/0,o=-1/0,s=-1/0,l=t[0],c=0;c<l.length;c++){var u=l[c];(!c||u.x<n)&&(n=u.x),(!c||u.y<i)&&(i=u.y),(!c||u.x>o)&&(o=u.x),(!c||u.y>s)&&(s=u.y)}var h=Math.min(o-n,s-i),f=h/2,p=new Wl([],Jl);if(0===h)return new a(n,i);for(var d=n;d<o;d+=h)for(var g=i;g<s;g+=h)p.push(new Kl(d+f,g+f,f,t));for(var m=function(t){for(var e=0,r=0,n=0,a=t[0],i=0,o=a.length,s=o-1;i<o;s=i++){var l=a[i],c=a[s],u=l.x*c.y-c.x*l.y;r+=(l.x+c.x)*u,n+=(l.y+c.y)*u,e+=3*u}return new 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k=s[m.imageName];x=k.sdf,y=1/(b=k.pixelRatio)}var M=i?[m.x+T,m.y]:[0,0],A=i?[0,0]:[m.x+T+r[0],m.y+r[1]-_],S=[0,0];w&&(S=A,A=[0,0]);var E=(m.metrics.left-y)*m.scale-T+A[0],C=(-m.metrics.top-y)*m.scale+A[1],L=E+v.w*m.scale/b,P=C+v.h*m.scale/b,I=new a(E,C),z=new a(L,C),O=new a(E,P),D=new a(L,P);if(w){var R=new a(-T,T- -17),F=-Math.PI/2,B=12-T,N=new a(22-B,-(m.imageName?B:0)),j=new(Function.prototype.bind.apply(a,[null].concat(S)));I._rotateAround(F,R)._add(N)._add(j),z._rotateAround(F,R)._add(N)._add(j),O._rotateAround(F,R)._add(N)._add(j),D._rotateAround(F,R)._add(N)._add(j)}if(c){var U=Math.sin(c),V=Math.cos(c),q=[V,-U,U,V];I._matMult(q),z._matMult(q),O._matMult(q),D._matMult(q)}var H=new a(0,0),G=new a(0,0);u.push({tl:I,tr:z,bl:O,br:D,tex:v,writingMode:e.writingMode,glyphOffset:M,sectionIndex:m.sectionIndex,isSDF:x,pixelOffsetTL:H,pixelOffsetBR:G,minFontScaleX:0,minFontScaleY:0})}}return u}(0,r,l,i,o,s,n,t.allowVerticalPlacement),v=t.textSizeData,y=null;\"source\"===v.kind?(y=[128*i.layout.get(\"text-size\").evaluate(s,{})])[0]>32640&&_(t.layerIds[0]+': Value for \"text-size\" is >= 255. 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Fa,this.programConfigurations=t,this.segments=new ai,this.dynamicLayoutVertexArray=new Pa,this.opacityVertexArray=new Ia,this.placedSymbolArray=new Ja};cc.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length&&0===this.indexArray.length&&0===this.dynamicLayoutVertexArray.length&&0===this.opacityVertexArray.length},cc.prototype.upload=function(t,e,r,n){this.isEmpty()||(r&&(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Ds.members),this.indexBuffer=t.createIndexBuffer(this.indexArray,e),this.dynamicLayoutVertexBuffer=t.createVertexBuffer(this.dynamicLayoutVertexArray,Rs.members,!0),this.opacityVertexBuffer=t.createVertexBuffer(this.opacityVertexArray,ic,!0),this.opacityVertexBuffer.itemSize=1),(r||n)&&this.programConfigurations.upload(t))},cc.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy(),this.dynamicLayoutVertexBuffer.destroy(),this.opacityVertexBuffer.destroy())},Dn(\"SymbolBuffers\",cc);var uc=function(t,e,r){this.layoutVertexArray=new t,this.layoutAttributes=e,this.indexArray=new r,this.segments=new ai,this.collisionVertexArray=new Ra};uc.prototype.upload=function(t){this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,this.layoutAttributes),this.indexBuffer=t.createIndexBuffer(this.indexArray),this.collisionVertexBuffer=t.createVertexBuffer(this.collisionVertexArray,Fs.members,!0)},uc.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.segments.destroy(),this.collisionVertexBuffer.destroy())},Dn(\"CollisionBuffers\",uc);var hc=function(t){this.collisionBoxArray=t.collisionBoxArray,this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.pixelRatio=t.pixelRatio,this.sourceLayerIndex=t.sourceLayerIndex,this.hasPattern=!1,this.hasRTLText=!1,this.sortKeyRanges=[],this.collisionCircleArray=[],this.placementInvProjMatrix=eo([]),this.placementViewportMatrix=eo([]);var e=this.layers[0]._unevaluatedLayout._values;this.textSizeData=Ll(this.zoom,e[\"text-size\"]),this.iconSizeData=Ll(this.zoom,e[\"icon-size\"]);var r=this.layers[0].layout,n=r.get(\"symbol-sort-key\"),a=r.get(\"symbol-z-order\");this.sortFeaturesByKey=\"viewport-y\"!==a&&void 0!==n.constantOr(1),this.sortFeaturesByY=(\"viewport-y\"===a||\"auto\"===a&&!this.sortFeaturesByKey)&&(r.get(\"text-allow-overlap\")||r.get(\"icon-allow-overlap\")||r.get(\"text-ignore-placement\")||r.get(\"icon-ignore-placement\")),\"point\"===r.get(\"symbol-placement\")&&(this.writingModes=r.get(\"text-writing-mode\").map((function(t){return gl[t]}))),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id})),this.sourceID=t.sourceID};hc.prototype.createArrays=function(){this.text=new cc(new Pi(Ds.members,this.layers,this.zoom,(function(t){return/^text/.test(t)}))),this.icon=new cc(new Pi(Ds.members,this.layers,this.zoom,(function(t){return/^icon/.test(t)}))),this.glyphOffsetArray=new $a,this.lineVertexArray=new ti,this.symbolInstances=new Qa},hc.prototype.calculateGlyphDependencies=function(t,e,r,n,a){for(var i=0;i<t.length;i++)if(e[t.charCodeAt(i)]=!0,(r||n)&&a){var o=Us[t.charAt(i)];o&&(e[o.charCodeAt(0)]=!0)}},hc.prototype.populate=function(t,e,r){var n=this.layers[0],a=n.layout,i=a.get(\"text-font\"),o=a.get(\"text-field\"),s=a.get(\"icon-image\"),l=(\"constant\"!==o.value.kind||o.value.value instanceof te&&!o.value.value.isEmpty()||o.value.value.toString().length>0)&&(\"constant\"!==i.value.kind||i.value.value.length>0),c=\"constant\"!==s.value.kind||!!s.value.value||Object.keys(s.parameters).length>0,u=a.get(\"symbol-sort-key\");if(this.features=[],l||c){for(var h=e.iconDependencies,f=e.glyphDependencies,p=e.availableImages,d=new aa(this.zoom),g=0,m=t;g<m.length;g+=1){var v=m[g],y=v.feature,x=v.id,b=v.index,_=v.sourceLayerIndex,w=n._featureFilter.needGeometry,T={type:y.type,id:x,properties:y.properties,geometry:w?Di(y):[]};if(n._featureFilter.filter(d,T,r)){w||(T.geometry=Di(y));var k=void 0;if(l){var M=n.getValueAndResolveTokens(\"text-field\",T,r,p),A=te.factory(M);lc(A)&&(this.hasRTLText=!0),(!this.hasRTLText||\"unavailable\"===ea()||this.hasRTLText&&na.isParsed())&&(k=js(A,n,T))}var S=void 0;if(c){var E=n.getValueAndResolveTokens(\"icon-image\",T,r,p);S=E instanceof ee?E:ee.fromString(E)}if(k||S){var C=this.sortFeaturesByKey?u.evaluate(T,{},r):void 0,L={id:x,text:k,icon:S,index:b,sourceLayerIndex:_,geometry:Di(y),properties:y.properties,type:ac[y.type],sortKey:C};if(this.features.push(L),S&&(h[S.name]=!0),k){var P=i.evaluate(T,{},r).join(\",\"),I=\"map\"===a.get(\"text-rotation-alignment\")&&\"point\"!==a.get(\"symbol-placement\");this.allowVerticalPlacement=this.writingModes&&this.writingModes.indexOf(gl.vertical)>=0;for(var z=0,O=k.sections;z<O.length;z+=1){var D=O[z];if(D.image)h[D.image.name]=!0;else{var R=qn(k.toString()),F=D.fontStack||P,B=f[F]=f[F]||{};this.calculateGlyphDependencies(D.text,B,I,this.allowVerticalPlacement,R)}}}}}}\"line\"===a.get(\"symbol-placement\")&&(this.features=function(t){var e={},r={},n=[],a=0;function i(e){n.push(t[e]),a++}function o(t,e,a){var i=r[t];return delete r[t],r[e]=i,n[i].geometry[0].pop(),n[i].geometry[0]=n[i].geometry[0].concat(a[0]),i}function s(t,r,a){var i=e[r];return delete e[r],e[t]=i,n[i].geometry[0].shift(),n[i].geometry[0]=a[0].concat(n[i].geometry[0]),i}function l(t,e,r){var n=r?e[0][e[0].length-1]:e[0][0];return t+\":\"+n.x+\":\"+n.y}for(var c=0;c<t.length;c++){var u=t[c],h=u.geometry,f=u.text?u.text.toString():null;if(f){var p=l(f,h),d=l(f,h,!0);if(p in r&&d in e&&r[p]!==e[d]){var g=s(p,d,h),m=o(p,d,n[g].geometry);delete e[p],delete r[d],r[l(f,n[m].geometry,!0)]=m,n[g].geometry=null}else p in r?o(p,d,h):d in e?s(p,d,h):(i(c),e[p]=a-1,r[d]=a-1)}else i(c)}return n.filter((function(t){return t.geometry}))}(this.features)),this.sortFeaturesByKey&&this.features.sort((function(t,e){return t.sortKey-e.sortKey}))}},hc.prototype.update=function(t,e,r){this.stateDependentLayers.length&&(this.text.programConfigurations.updatePaintArrays(t,e,this.layers,r),this.icon.programConfigurations.updatePaintArrays(t,e,this.layers,r))},hc.prototype.isEmpty=function(){return 0===this.symbolInstances.length&&!this.hasRTLText},hc.prototype.uploadPending=function(){return!this.uploaded||this.text.programConfigurations.needsUpload||this.icon.programConfigurations.needsUpload},hc.prototype.upload=function(t){!this.uploaded&&this.hasDebugData()&&(this.textCollisionBox.upload(t),this.iconCollisionBox.upload(t)),this.text.upload(t,this.sortFeaturesByY,!this.uploaded,this.text.programConfigurations.needsUpload),this.icon.upload(t,this.sortFeaturesByY,!this.uploaded,this.icon.programConfigurations.needsUpload),this.uploaded=!0},hc.prototype.destroyDebugData=function(){this.textCollisionBox.destroy(),this.iconCollisionBox.destroy()},hc.prototype.destroy=function(){this.text.destroy(),this.icon.destroy(),this.hasDebugData()&&this.destroyDebugData()},hc.prototype.addToLineVertexArray=function(t,e){var r=this.lineVertexArray.length;if(void 0!==t.segment){for(var n=t.dist(e[t.segment+1]),a=t.dist(e[t.segment]),i={},o=t.segment+1;o<e.length;o++)i[o]={x:e[o].x,y:e[o].y,tileUnitDistanceFromAnchor:n},o<e.length-1&&(n+=e[o+1].dist(e[o]));for(var s=t.segment||0;s>=0;s--)i[s]={x:e[s].x,y:e[s].y,tileUnitDistanceFromAnchor:a},s>0&&(a+=e[s-1].dist(e[s]));for(var l=0;l<e.length;l++){var c=i[l];this.lineVertexArray.emplaceBack(c.x,c.y,c.tileUnitDistanceFromAnchor)}}return{lineStartIndex:r,lineLength:this.lineVertexArray.length-r}},hc.prototype.addSymbols=function(t,e,r,n,a,i,o,s,l,c,u,h){for(var f=t.indexArray,p=t.layoutVertexArray,d=t.segments.prepareSegment(4*e.length,p,f,i.sortKey),g=this.glyphOffsetArray.length,m=d.vertexLength,v=this.allowVerticalPlacement&&o===gl.vertical?Math.PI/2:0,y=i.text&&i.text.sections,x=0;x<e.length;x++){var b=e[x],_=b.tl,w=b.tr,T=b.bl,k=b.br,M=b.tex,A=b.pixelOffsetTL,S=b.pixelOffsetBR,E=b.minFontScaleX,C=b.minFontScaleY,L=b.glyphOffset,P=b.isSDF,I=b.sectionIndex,z=d.vertexLength,O=L[1];oc(p,s.x,s.y,_.x,O+_.y,M.x,M.y,r,P,A.x,A.y,E,C),oc(p,s.x,s.y,w.x,O+w.y,M.x+M.w,M.y,r,P,S.x,A.y,E,C),oc(p,s.x,s.y,T.x,O+T.y,M.x,M.y+M.h,r,P,A.x,S.y,E,C),oc(p,s.x,s.y,k.x,O+k.y,M.x+M.w,M.y+M.h,r,P,S.x,S.y,E,C),sc(t.dynamicLayoutVertexArray,s,v),f.emplaceBack(z,z+1,z+2),f.emplaceBack(z+1,z+2,z+3),d.vertexLength+=4,d.primitiveLength+=2,this.glyphOffsetArray.emplaceBack(L[0]),x!==e.length-1&&I===e[x+1].sectionIndex||t.programConfigurations.populatePaintArrays(p.length,i,i.index,{},h,y&&y[I])}t.placedSymbolArray.emplaceBack(s.x,s.y,g,this.glyphOffsetArray.length-g,m,l,c,s.segment,r?r[0]:0,r?r[1]:0,n[0],n[1],o,0,!1,0,u)},hc.prototype._addCollisionDebugVertex=function(t,e,r,n,a,i){return e.emplaceBack(0,0),t.emplaceBack(r.x,r.y,n,a,Math.round(i.x),Math.round(i.y))},hc.prototype.addCollisionDebugVertices=function(t,e,r,n,i,o,s){var l=i.segments.prepareSegment(4,i.layoutVertexArray,i.indexArray),c=l.vertexLength,u=i.layoutVertexArray,h=i.collisionVertexArray,f=s.anchorX,p=s.anchorY;this._addCollisionDebugVertex(u,h,o,f,p,new a(t,e)),this._addCollisionDebugVertex(u,h,o,f,p,new a(r,e)),this._addCollisionDebugVertex(u,h,o,f,p,new a(r,n)),this._addCollisionDebugVertex(u,h,o,f,p,new a(t,n)),l.vertexLength+=4;var d=i.indexArray;d.emplaceBack(c,c+1),d.emplaceBack(c+1,c+2),d.emplaceBack(c+2,c+3),d.emplaceBack(c+3,c),l.primitiveLength+=4},hc.prototype.addDebugCollisionBoxes=function(t,e,r,n){for(var a=t;a<e;a++){var i=this.collisionBoxArray.get(a);this.addCollisionDebugVertices(i.x1,i.y1,i.x2,i.y2,n?this.textCollisionBox:this.iconCollisionBox,i.anchorPoint,r)}},hc.prototype.generateCollisionDebugBuffers=function(){this.hasDebugData()&&this.destroyDebugData(),this.textCollisionBox=new uc(Oa,Bs.members,qa),this.iconCollisionBox=new uc(Oa,Bs.members,qa);for(var t=0;t<this.symbolInstances.length;t++){var e=this.symbolInstances.get(t);this.addDebugCollisionBoxes(e.textBoxStartIndex,e.textBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.verticalTextBoxStartIndex,e.verticalTextBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.iconBoxStartIndex,e.iconBoxEndIndex,e,!1),this.addDebugCollisionBoxes(e.verticalIconBoxStartIndex,e.verticalIconBoxEndIndex,e,!1)}},hc.prototype._deserializeCollisionBoxesForSymbol=function(t,e,r,n,a,i,o,s,l){for(var c={},u=e;u<r;u++){var h=t.get(u);c.textBox={x1:h.x1,y1:h.y1,x2:h.x2,y2:h.y2,anchorPointX:h.anchorPointX,anchorPointY:h.anchorPointY},c.textFeatureIndex=h.featureIndex;break}for(var f=n;f<a;f++){var p=t.get(f);c.verticalTextBox={x1:p.x1,y1:p.y1,x2:p.x2,y2:p.y2,anchorPointX:p.anchorPointX,anchorPointY:p.anchorPointY},c.verticalTextFeatureIndex=p.featureIndex;break}for(var d=i;d<o;d++){var g=t.get(d);c.iconBox={x1:g.x1,y1:g.y1,x2:g.x2,y2:g.y2,anchorPointX:g.anchorPointX,anchorPointY:g.anchorPointY},c.iconFeatureIndex=g.featureIndex;break}for(var m=s;m<l;m++){var v=t.get(m);c.verticalIconBox={x1:v.x1,y1:v.y1,x2:v.x2,y2:v.y2,anchorPointX:v.anchorPointX,anchorPointY:v.anchorPointY},c.verticalIconFeatureIndex=v.featureIndex;break}return c},hc.prototype.deserializeCollisionBoxes=function(t){this.collisionArrays=[];for(var e=0;e<this.symbolInstances.length;e++){var r=this.symbolInstances.get(e);this.collisionArrays.push(this._deserializeCollisionBoxesForSymbol(t,r.textBoxStartIndex,r.textBoxEndIndex,r.verticalTextBoxStartIndex,r.verticalTextBoxEndIndex,r.iconBoxStartIndex,r.iconBoxEndIndex,r.verticalIconBoxStartIndex,r.verticalIconBoxEndIndex))}},hc.prototype.hasTextData=function(){return this.text.segments.get().length>0},hc.prototype.hasIconData=function(){return this.icon.segments.get().length>0},hc.prototype.hasDebugData=function(){return this.textCollisionBox&&this.iconCollisionBox},hc.prototype.hasTextCollisionBoxData=function(){return this.hasDebugData()&&this.textCollisionBox.segments.get().length>0},hc.prototype.hasIconCollisionBoxData=function(){return this.hasDebugData()&&this.iconCollisionBox.segments.get().length>0},hc.prototype.addIndicesForPlacedSymbol=function(t,e){for(var r=t.placedSymbolArray.get(e),n=r.vertexStartIndex+4*r.numGlyphs,a=r.vertexStartIndex;a<n;a+=4)t.indexArray.emplaceBack(a,a+1,a+2),t.indexArray.emplaceBack(a+1,a+2,a+3)},hc.prototype.getSortedSymbolIndexes=function(t){if(this.sortedAngle===t&&void 0!==this.symbolInstanceIndexes)return this.symbolInstanceIndexes;for(var e=Math.sin(t),r=Math.cos(t),n=[],a=[],i=[],o=0;o<this.symbolInstances.length;++o){i.push(o);var s=this.symbolInstances.get(o);n.push(0|Math.round(e*s.anchorX+r*s.anchorY)),a.push(s.featureIndex)}return i.sort((function(t,e){return n[t]-n[e]||a[e]-a[t]})),i},hc.prototype.addToSortKeyRanges=function(t,e){var r=this.sortKeyRanges[this.sortKeyRanges.length-1];r&&r.sortKey===e?r.symbolInstanceEnd=t+1:this.sortKeyRanges.push({sortKey:e,symbolInstanceStart:t,symbolInstanceEnd:t+1})},hc.prototype.sortFeatures=function(t){var e=this;if(this.sortFeaturesByY&&this.sortedAngle!==t&&!(this.text.segments.get().length>1||this.icon.segments.get().length>1)){this.symbolInstanceIndexes=this.getSortedSymbolIndexes(t),this.sortedAngle=t,this.text.indexArray.clear(),this.icon.indexArray.clear(),this.featureSortOrder=[];for(var r=0,n=this.symbolInstanceIndexes;r<n.length;r+=1){var a=this.symbolInstances.get(n[r]);this.featureSortOrder.push(a.featureIndex),[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t,r,n){t>=0&&n.indexOf(t)===r&&e.addIndicesForPlacedSymbol(e.text,t)})),a.verticalPlacedTextSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.text,a.verticalPlacedTextSymbolIndex),a.placedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.placedIconSymbolIndex),a.verticalPlacedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.verticalPlacedIconSymbolIndex)}this.text.indexBuffer&&this.text.indexBuffer.updateData(this.text.indexArray),this.icon.indexBuffer&&this.icon.indexBuffer.updateData(this.icon.indexArray)}},Dn(\"SymbolBucket\",hc,{omit:[\"layers\",\"collisionBoxArray\",\"features\",\"compareText\"]}),hc.MAX_GLYPHS=65535,hc.addDynamicAttributes=sc;var fc=new ya({\"symbol-placement\":new pa(At.layout_symbol[\"symbol-placement\"]),\"symbol-spacing\":new pa(At.layout_symbol[\"symbol-spacing\"]),\"symbol-avoid-edges\":new pa(At.layout_symbol[\"symbol-avoid-edges\"]),\"symbol-sort-key\":new da(At.layout_symbol[\"symbol-sort-key\"]),\"symbol-z-order\":new pa(At.layout_symbol[\"symbol-z-order\"]),\"icon-allow-overlap\":new pa(At.layout_symbol[\"icon-allow-overlap\"]),\"icon-ignore-placement\":new pa(At.layout_symbol[\"icon-ignore-placement\"]),\"icon-optional\":new pa(At.layout_symbol[\"icon-optional\"]),\"icon-rotation-alignment\":new pa(At.layout_symbol[\"icon-rotation-alignment\"]),\"icon-size\":new da(At.layout_symbol[\"icon-size\"]),\"icon-text-fit\":new pa(At.layout_symbol[\"icon-text-fit\"]),\"icon-text-fit-padding\":new pa(At.layout_symbol[\"icon-text-fit-padding\"]),\"icon-image\":new da(At.layout_symbol[\"icon-image\"]),\"icon-rotate\":new da(At.layout_symbol[\"icon-rotate\"]),\"icon-padding\":new pa(At.layout_symbol[\"icon-padding\"]),\"icon-keep-upright\":new pa(At.layout_symbol[\"icon-keep-upright\"]),\"icon-offset\":new da(At.layout_symbol[\"icon-offset\"]),\"icon-anchor\":new da(At.layout_symbol[\"icon-anchor\"]),\"icon-pitch-alignment\":new pa(At.layout_symbol[\"icon-pitch-alignment\"]),\"text-pitch-alignment\":new pa(At.layout_symbol[\"text-pitch-alignment\"]),\"text-rotation-alignment\":new pa(At.layout_symbol[\"text-rotation-alignment\"]),\"text-field\":new da(At.layout_symbol[\"text-field\"]),\"text-font\":new da(At.layout_symbol[\"text-font\"]),\"text-size\":new da(At.layout_symbol[\"text-size\"]),\"text-max-width\":new da(At.layout_symbol[\"text-max-width\"]),\"text-line-height\":new pa(At.layout_symbol[\"text-line-height\"]),\"text-letter-spacing\":new da(At.layout_symbol[\"text-letter-spacing\"]),\"text-justify\":new da(At.layout_symbol[\"text-justify\"]),\"text-radial-offset\":new da(At.layout_symbol[\"text-radial-offset\"]),\"text-variable-anchor\":new pa(At.layout_symbol[\"text-variable-anchor\"]),\"text-anchor\":new da(At.layout_symbol[\"text-anchor\"]),\"text-max-angle\":new pa(At.layout_symbol[\"text-max-angle\"]),\"text-writing-mode\":new pa(At.layout_symbol[\"text-writing-mode\"]),\"text-rotate\":new da(At.layout_symbol[\"text-rotate\"]),\"text-padding\":new pa(At.layout_symbol[\"text-padding\"]),\"text-keep-upright\":new pa(At.layout_symbol[\"text-keep-upright\"]),\"text-transform\":new da(At.layout_symbol[\"text-transform\"]),\"text-offset\":new da(At.layout_symbol[\"text-offset\"]),\"text-allow-overlap\":new pa(At.layout_symbol[\"text-allow-overlap\"]),\"text-ignore-placement\":new pa(At.layout_symbol[\"text-ignore-placement\"]),\"text-optional\":new pa(At.layout_symbol[\"text-optional\"])}),pc={paint:new ya({\"icon-opacity\":new da(At.paint_symbol[\"icon-opacity\"]),\"icon-color\":new da(At.paint_symbol[\"icon-color\"]),\"icon-halo-color\":new da(At.paint_symbol[\"icon-halo-color\"]),\"icon-halo-width\":new da(At.paint_symbol[\"icon-halo-width\"]),\"icon-halo-blur\":new da(At.paint_symbol[\"icon-halo-blur\"]),\"icon-translate\":new pa(At.paint_symbol[\"icon-translate\"]),\"icon-translate-anchor\":new pa(At.paint_symbol[\"icon-translate-anchor\"]),\"text-opacity\":new da(At.paint_symbol[\"text-opacity\"]),\"text-color\":new da(At.paint_symbol[\"text-color\"],{runtimeType:Bt,getOverride:function(t){return t.textColor},hasOverride:function(t){return!!t.textColor}}),\"text-halo-color\":new da(At.paint_symbol[\"text-halo-color\"]),\"text-halo-width\":new da(At.paint_symbol[\"text-halo-width\"]),\"text-halo-blur\":new da(At.paint_symbol[\"text-halo-blur\"]),\"text-translate\":new pa(At.paint_symbol[\"text-translate\"]),\"text-translate-anchor\":new pa(At.paint_symbol[\"text-translate-anchor\"])}),layout:fc},dc=function(t){this.type=t.property.overrides?t.property.overrides.runtimeType:Ot,this.defaultValue=t};dc.prototype.evaluate=function(t){if(t.formattedSection){var e=this.defaultValue.property.overrides;if(e&&e.hasOverride(t.formattedSection))return e.getOverride(t.formattedSection)}return t.feature&&t.featureState?this.defaultValue.evaluate(t.feature,t.featureState):this.defaultValue.property.specification.default},dc.prototype.eachChild=function(t){this.defaultValue.isConstant()||t(this.defaultValue.value._styleExpression.expression)},dc.prototype.outputDefined=function(){return!1},dc.prototype.serialize=function(){return null},Dn(\"FormatSectionOverride\",dc,{omit:[\"defaultValue\"]});var gc=function(t){function e(e){t.call(this,e,pc)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.recalculate=function(e,r){if(t.prototype.recalculate.call(this,e,r),\"auto\"===this.layout.get(\"icon-rotation-alignment\")&&(this.layout._values[\"icon-rotation-alignment\"]=\"point\"!==this.layout.get(\"symbol-placement\")?\"map\":\"viewport\"),\"auto\"===this.layout.get(\"text-rotation-alignment\")&&(this.layout._values[\"text-rotation-alignment\"]=\"point\"!==this.layout.get(\"symbol-placement\")?\"map\":\"viewport\"),\"auto\"===this.layout.get(\"text-pitch-alignment\")&&(this.layout._values[\"text-pitch-alignment\"]=this.layout.get(\"text-rotation-alignment\")),\"auto\"===this.layout.get(\"icon-pitch-alignment\")&&(this.layout._values[\"icon-pitch-alignment\"]=this.layout.get(\"icon-rotation-alignment\")),\"point\"===this.layout.get(\"symbol-placement\")){var n=this.layout.get(\"text-writing-mode\");if(n){for(var a=[],i=0,o=n;i<o.length;i+=1){var s=o[i];a.indexOf(s)<0&&a.push(s)}this.layout._values[\"text-writing-mode\"]=a}else this.layout._values[\"text-writing-mode\"]=[\"horizontal\"]}this._setPaintOverrides()},e.prototype.getValueAndResolveTokens=function(t,e,r,n){var a=this.layout.get(t).evaluate(e,{},r,n),i=this._unevaluatedLayout._values[t];return i.isDataDriven()||Vr(i.value)||!a?a:function(t,e){return e.replace(/{([^{}]+)}/g,(function(e,r){return r in t?String(t[r]):\"\"}))}(e.properties,a)},e.prototype.createBucket=function(t){return new hc(t)},e.prototype.queryRadius=function(){return 0},e.prototype.queryIntersectsFeature=function(){return!1},e.prototype._setPaintOverrides=function(){for(var t=0,r=pc.paint.overridableProperties;t<r.length;t+=1){var n=r[t];if(e.hasPaintOverride(this.layout,n)){var a,i=this.paint.get(n),o=new dc(i),s=new Ur(o,i.property.specification);a=\"constant\"===i.value.kind||\"source\"===i.value.kind?new Hr(\"source\",s):new Gr(\"composite\",s,i.value.zoomStops,i.value._interpolationType),this.paint._values[n]=new ha(i.property,a,i.parameters)}}},e.prototype._handleOverridablePaintPropertyUpdate=function(t,r,n){return!(!this.layout||r.isDataDriven()||n.isDataDriven())&&e.hasPaintOverride(this.layout,t)},e.hasPaintOverride=function(t,e){var r=t.get(\"text-field\"),n=pc.paint.properties[e],a=!1,i=function(t){for(var e=0,r=t;e<r.length;e+=1)if(n.overrides&&n.overrides.hasOverride(r[e]))return void(a=!0)};if(\"constant\"===r.value.kind&&r.value.value instanceof te)i(r.value.value.sections);else if(\"source\"===r.value.kind){var o=function(t){a||(t instanceof oe&&ae(t.value)===Vt?i(t.value.sections):t instanceof ue?i(t.sections):t.eachChild(o))},s=r.value;s._styleExpression&&o(s._styleExpression.expression)}return a},e}(xa),mc={paint:new ya({\"background-color\":new pa(At.paint_background[\"background-color\"]),\"background-pattern\":new ma(At.paint_background[\"background-pattern\"]),\"background-opacity\":new pa(At.paint_background[\"background-opacity\"])})},vc=function(t){function e(e){t.call(this,e,mc)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e}(xa),yc={paint:new ya({\"raster-opacity\":new pa(At.paint_raster[\"raster-opacity\"]),\"raster-hue-rotate\":new pa(At.paint_raster[\"raster-hue-rotate\"]),\"raster-brightness-min\":new pa(At.paint_raster[\"raster-brightness-min\"]),\"raster-brightness-max\":new pa(At.paint_raster[\"raster-brightness-max\"]),\"raster-saturation\":new pa(At.paint_raster[\"raster-saturation\"]),\"raster-contrast\":new pa(At.paint_raster[\"raster-contrast\"]),\"raster-resampling\":new pa(At.paint_raster[\"raster-resampling\"]),\"raster-fade-duration\":new pa(At.paint_raster[\"raster-fade-duration\"])})},xc=function(t){function e(e){t.call(this,e,yc)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e}(xa),bc=function(t){function e(e){t.call(this,e,{}),this.implementation=e}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.is3D=function(){return\"3d\"===this.implementation.renderingMode},e.prototype.hasOffscreenPass=function(){return void 0!==this.implementation.prerender},e.prototype.recalculate=function(){},e.prototype.updateTransitions=function(){},e.prototype.hasTransition=function(){},e.prototype.serialize=function(){},e.prototype.onAdd=function(t){this.implementation.onAdd&&this.implementation.onAdd(t,t.painter.context.gl)},e.prototype.onRemove=function(t){this.implementation.onRemove&&this.implementation.onRemove(t,t.painter.context.gl)},e}(xa),_c={circle:oo,heatmap:vo,hillshade:xo,fill:is,\"fill-extrusion\":ws,line:zs,symbol:gc,background:vc,raster:xc},wc=self.HTMLImageElement,Tc=self.HTMLCanvasElement,kc=self.HTMLVideoElement,Mc=self.ImageData,Ac=self.ImageBitmap,Sc=function(t,e,r,n){this.context=t,this.format=r,this.texture=t.gl.createTexture(),this.update(e,n)};Sc.prototype.update=function(t,e,r){var n=t.width,a=t.height,i=!(this.size&&this.size[0]===n&&this.size[1]===a||r),o=this.context,s=o.gl;if(this.useMipmap=Boolean(e&&e.useMipmap),s.bindTexture(s.TEXTURE_2D,this.texture),o.pixelStoreUnpackFlipY.set(!1),o.pixelStoreUnpack.set(1),o.pixelStoreUnpackPremultiplyAlpha.set(this.format===s.RGBA&&(!e||!1!==e.premultiply)),i)this.size=[n,a],t instanceof wc||t instanceof Tc||t instanceof kc||t instanceof Mc||Ac&&t instanceof Ac?s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,s.UNSIGNED_BYTE,t):s.texImage2D(s.TEXTURE_2D,0,this.format,n,a,0,this.format,s.UNSIGNED_BYTE,t.data);else{var l=r||{x:0,y:0},c=l.x,u=l.y;t instanceof wc||t instanceof Tc||t instanceof kc||t instanceof Mc||Ac&&t instanceof Ac?s.texSubImage2D(s.TEXTURE_2D,0,c,u,s.RGBA,s.UNSIGNED_BYTE,t):s.texSubImage2D(s.TEXTURE_2D,0,c,u,n,a,s.RGBA,s.UNSIGNED_BYTE,t.data)}this.useMipmap&&this.isSizePowerOfTwo()&&s.generateMipmap(s.TEXTURE_2D)},Sc.prototype.bind=function(t,e,r){var n=this.context.gl;n.bindTexture(n.TEXTURE_2D,this.texture),r!==n.LINEAR_MIPMAP_NEAREST||this.isSizePowerOfTwo()||(r=n.LINEAR),t!==this.filter&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,t),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,r||t),this.filter=t),e!==this.wrap&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,e),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,e),this.wrap=e)},Sc.prototype.isSizePowerOfTwo=function(){return this.size[0]===this.size[1]&&Math.log(this.size[0])/Math.LN2%1==0},Sc.prototype.destroy=function(){this.context.gl.deleteTexture(this.texture),this.texture=null};var Ec=function(t){var e=this;this._callback=t,this._triggered=!1,\"undefined\"!=typeof MessageChannel&&(this._channel=new MessageChannel,this._channel.port2.onmessage=function(){e._triggered=!1,e._callback()})};Ec.prototype.trigger=function(){var t=this;this._triggered||(this._triggered=!0,this._channel?this._channel.port1.postMessage(!0):setTimeout((function(){t._triggered=!1,t._callback()}),0))},Ec.prototype.remove=function(){delete this._channel,this._callback=function(){}};var Cc=function(t,e,r){this.target=t,this.parent=e,this.mapId=r,this.callbacks={},this.tasks={},this.taskQueue=[],this.cancelCallbacks={},g([\"receive\",\"process\"],this),this.invoker=new Ec(this.process),this.target.addEventListener(\"message\",this.receive,!1),this.globalScope=k()?t:self};function Lc(t,e,r){var n=2*Math.PI*6378137/256/Math.pow(2,r);return[t*n-2*Math.PI*6378137/2,e*n-2*Math.PI*6378137/2]}Cc.prototype.send=function(t,e,r,n,a){var i=this;void 0===a&&(a=!1);var o=Math.round(1e18*Math.random()).toString(36).substring(0,10);r&&(this.callbacks[o]=r);var s=S(this.globalScope)?void 0:[];return this.target.postMessage({id:o,type:t,hasCallback:!!r,targetMapId:n,mustQueue:a,sourceMapId:this.mapId,data:Nn(e,s)},s),{cancel:function(){r&&delete i.callbacks[o],i.target.postMessage({id:o,type:\"<cancel>\",targetMapId:n,sourceMapId:i.mapId})}}},Cc.prototype.receive=function(t){var e=t.data,r=e.id;if(r&&(!e.targetMapId||this.mapId===e.targetMapId))if(\"<cancel>\"===e.type){delete this.tasks[r];var n=this.cancelCallbacks[r];delete this.cancelCallbacks[r],n&&n()}else k()||e.mustQueue?(this.tasks[r]=e,this.taskQueue.push(r),this.invoker.trigger()):this.processTask(r,e)},Cc.prototype.process=function(){if(this.taskQueue.length){var t=this.taskQueue.shift(),e=this.tasks[t];delete this.tasks[t],this.taskQueue.length&&this.invoker.trigger(),e&&this.processTask(t,e)}},Cc.prototype.processTask=function(t,e){var r=this;if(\"<response>\"===e.type){var n=this.callbacks[t];delete this.callbacks[t],n&&(e.error?n(jn(e.error)):n(null,jn(e.data)))}else{var a=!1,i=S(this.globalScope)?void 0:[],o=e.hasCallback?function(e,n){a=!0,delete r.cancelCallbacks[t],r.target.postMessage({id:t,type:\"<response>\",sourceMapId:r.mapId,error:e?Nn(e):null,data:Nn(n,i)},i)}:function(t){a=!0},s=null,l=jn(e.data);if(this.parent[e.type])s=this.parent[e.type](e.sourceMapId,l,o);else if(this.parent.getWorkerSource){var c=e.type.split(\".\");s=this.parent.getWorkerSource(e.sourceMapId,c[0],l.source)[c[1]](l,o)}else o(new Error(\"Could not find function \"+e.type));!a&&s&&s.cancel&&(this.cancelCallbacks[t]=s.cancel)}},Cc.prototype.remove=function(){this.invoker.remove(),this.target.removeEventListener(\"message\",this.receive,!1)};var Pc=function(t,e){t&&(e?this.setSouthWest(t).setNorthEast(e):4===t.length?this.setSouthWest([t[0],t[1]]).setNorthEast([t[2],t[3]]):this.setSouthWest(t[0]).setNorthEast(t[1]))};Pc.prototype.setNorthEast=function(t){return this._ne=t instanceof Ic?new Ic(t.lng,t.lat):Ic.convert(t),this},Pc.prototype.setSouthWest=function(t){return this._sw=t instanceof Ic?new Ic(t.lng,t.lat):Ic.convert(t),this},Pc.prototype.extend=function(t){var e,r,n=this._sw,a=this._ne;if(t instanceof Ic)e=t,r=t;else{if(!(t instanceof Pc))return Array.isArray(t)?4===t.length||t.every(Array.isArray)?this.extend(Pc.convert(t)):this.extend(Ic.convert(t)):this;if(r=t._ne,!(e=t._sw)||!r)return this}return n||a?(n.lng=Math.min(e.lng,n.lng),n.lat=Math.min(e.lat,n.lat),a.lng=Math.max(r.lng,a.lng),a.lat=Math.max(r.lat,a.lat)):(this._sw=new Ic(e.lng,e.lat),this._ne=new Ic(r.lng,r.lat)),this},Pc.prototype.getCenter=function(){return new Ic((this._sw.lng+this._ne.lng)/2,(this._sw.lat+this._ne.lat)/2)},Pc.prototype.getSouthWest=function(){return this._sw},Pc.prototype.getNorthEast=function(){return this._ne},Pc.prototype.getNorthWest=function(){return new Ic(this.getWest(),this.getNorth())},Pc.prototype.getSouthEast=function(){return new Ic(this.getEast(),this.getSouth())},Pc.prototype.getWest=function(){return this._sw.lng},Pc.prototype.getSouth=function(){return this._sw.lat},Pc.prototype.getEast=function(){return this._ne.lng},Pc.prototype.getNorth=function(){return this._ne.lat},Pc.prototype.toArray=function(){return[this._sw.toArray(),this._ne.toArray()]},Pc.prototype.toString=function(){return\"LngLatBounds(\"+this._sw.toString()+\", \"+this._ne.toString()+\")\"},Pc.prototype.isEmpty=function(){return!(this._sw&&this._ne)},Pc.prototype.contains=function(t){var e=Ic.convert(t),r=e.lng,n=e.lat,a=this._sw.lng<=r&&r<=this._ne.lng;return this._sw.lng>this._ne.lng&&(a=this._sw.lng>=r&&r>=this._ne.lng),this._sw.lat<=n&&n<=this._ne.lat&&a},Pc.convert=function(t){return!t||t instanceof Pc?t:new Pc(t)};var Ic=function(t,e){if(isNaN(t)||isNaN(e))throw new Error(\"Invalid LngLat object: (\"+t+\", \"+e+\")\");if(this.lng=+t,this.lat=+e,this.lat>90||this.lat<-90)throw new Error(\"Invalid LngLat latitude value: must be between -90 and 90\")};Ic.prototype.wrap=function(){return new Ic(c(this.lng,-180,180),this.lat)},Ic.prototype.toArray=function(){return[this.lng,this.lat]},Ic.prototype.toString=function(){return\"LngLat(\"+this.lng+\", \"+this.lat+\")\"},Ic.prototype.distanceTo=function(t){var e=Math.PI/180,r=this.lat*e,n=t.lat*e,a=Math.sin(r)*Math.sin(n)+Math.cos(r)*Math.cos(n)*Math.cos((t.lng-this.lng)*e);return 6371008.8*Math.acos(Math.min(a,1))},Ic.prototype.toBounds=function(t){void 0===t&&(t=0);var e=360*t/40075017,r=e/Math.cos(Math.PI/180*this.lat);return new Pc(new Ic(this.lng-r,this.lat-e),new Ic(this.lng+r,this.lat+e))},Ic.convert=function(t){if(t instanceof Ic)return t;if(Array.isArray(t)&&(2===t.length||3===t.length))return new Ic(Number(t[0]),Number(t[1]));if(!Array.isArray(t)&&\"object\"==typeof t&&null!==t)return new Ic(Number(\"lng\"in t?t.lng:t.lon),Number(t.lat));throw new Error(\"`LngLatLike` argument must be specified as a LngLat instance, an object {lng: <lng>, lat: <lat>}, an object {lon: <lng>, lat: <lat>}, or an array of [<lng>, <lat>]\")};var zc=2*Math.PI*6371008.8;function Oc(t){return zc*Math.cos(t*Math.PI/180)}function Dc(t){return(180+t)/360}function Rc(t){return(180-180/Math.PI*Math.log(Math.tan(Math.PI/4+t*Math.PI/360)))/360}function Fc(t,e){return t/Oc(e)}function Bc(t){return 360/Math.PI*Math.atan(Math.exp((180-360*t)*Math.PI/180))-90}var Nc=function(t,e,r){void 0===r&&(r=0),this.x=+t,this.y=+e,this.z=+r};Nc.fromLngLat=function(t,e){void 0===e&&(e=0);var r=Ic.convert(t);return new Nc(Dc(r.lng),Rc(r.lat),Fc(e,r.lat))},Nc.prototype.toLngLat=function(){return new Ic(360*this.x-180,Bc(this.y))},Nc.prototype.toAltitude=function(){return this.z*Oc(Bc(this.y))},Nc.prototype.meterInMercatorCoordinateUnits=function(){return 1/zc*(t=Bc(this.y),1/Math.cos(t*Math.PI/180));var t};var jc=function(t,e,r){this.z=t,this.x=e,this.y=r,this.key=qc(0,t,t,e,r)};jc.prototype.equals=function(t){return this.z===t.z&&this.x===t.x&&this.y===t.y},jc.prototype.url=function(t,e){var r,n,a,i,o,s=(n=this.y,a=this.z,i=Lc(256*(r=this.x),256*(n=Math.pow(2,a)-n-1),a),o=Lc(256*(r+1),256*(n+1),a),i[0]+\",\"+i[1]+\",\"+o[0]+\",\"+o[1]),l=function(t,e,r){for(var n,a=\"\",i=t;i>0;i--)a+=(e&(n=1<<i-1)?1:0)+(r&n?2:0);return a}(this.z,this.x,this.y);return t[(this.x+this.y)%t.length].replace(\"{prefix}\",(this.x%16).toString(16)+(this.y%16).toString(16)).replace(\"{z}\",String(this.z)).replace(\"{x}\",String(this.x)).replace(\"{y}\",String(\"tms\"===e?Math.pow(2,this.z)-this.y-1:this.y)).replace(\"{quadkey}\",l).replace(\"{bbox-epsg-3857}\",s)},jc.prototype.getTilePoint=function(t){var e=Math.pow(2,this.z);return new a(8192*(t.x*e-this.x),8192*(t.y*e-this.y))},jc.prototype.toString=function(){return this.z+\"/\"+this.x+\"/\"+this.y};var Uc=function(t,e){this.wrap=t,this.canonical=e,this.key=qc(t,e.z,e.z,e.x,e.y)},Vc=function(t,e,r,n,a){this.overscaledZ=t,this.wrap=e,this.canonical=new jc(r,+n,+a),this.key=qc(e,t,r,n,a)};function qc(t,e,r,n,a){(t*=2)<0&&(t=-1*t-1);var i=1<<r;return(i*i*t+i*a+n).toString(36)+r.toString(36)+e.toString(36)}Vc.prototype.equals=function(t){return this.overscaledZ===t.overscaledZ&&this.wrap===t.wrap&&this.canonical.equals(t.canonical)},Vc.prototype.scaledTo=function(t){var e=this.canonical.z-t;return t>this.canonical.z?new Vc(t,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y):new Vc(t,this.wrap,t,this.canonical.x>>e,this.canonical.y>>e)},Vc.prototype.calculateScaledKey=function(t,e){var r=this.canonical.z-t;return t>this.canonical.z?qc(this.wrap*+e,t,this.canonical.z,this.canonical.x,this.canonical.y):qc(this.wrap*+e,t,t,this.canonical.x>>r,this.canonical.y>>r)},Vc.prototype.isChildOf=function(t){if(t.wrap!==this.wrap)return!1;var e=this.canonical.z-t.canonical.z;return 0===t.overscaledZ||t.overscaledZ<this.overscaledZ&&t.canonical.x===this.canonical.x>>e&&t.canonical.y===this.canonical.y>>e},Vc.prototype.children=function(t){if(this.overscaledZ>=t)return[new Vc(this.overscaledZ+1,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y)];var e=this.canonical.z+1,r=2*this.canonical.x,n=2*this.canonical.y;return[new Vc(e,this.wrap,e,r,n),new Vc(e,this.wrap,e,r+1,n),new Vc(e,this.wrap,e,r,n+1),new Vc(e,this.wrap,e,r+1,n+1)]},Vc.prototype.isLessThan=function(t){return this.wrap<t.wrap||!(this.wrap>t.wrap)&&(this.overscaledZ<t.overscaledZ||!(this.overscaledZ>t.overscaledZ)&&(this.canonical.x<t.canonical.x||!(this.canonical.x>t.canonical.x)&&this.canonical.y<t.canonical.y))},Vc.prototype.wrapped=function(){return new Vc(this.overscaledZ,0,this.canonical.z,this.canonical.x,this.canonical.y)},Vc.prototype.unwrapTo=function(t){return new Vc(this.overscaledZ,t,this.canonical.z,this.canonical.x,this.canonical.y)},Vc.prototype.overscaleFactor=function(){return Math.pow(2,this.overscaledZ-this.canonical.z)},Vc.prototype.toUnwrapped=function(){return new Uc(this.wrap,this.canonical)},Vc.prototype.toString=function(){return this.overscaledZ+\"/\"+this.canonical.x+\"/\"+this.canonical.y},Vc.prototype.getTilePoint=function(t){return this.canonical.getTilePoint(new Nc(t.x-this.wrap,t.y))},Dn(\"CanonicalTileID\",jc),Dn(\"OverscaledTileID\",Vc,{omit:[\"posMatrix\"]});var Hc=function(t,e,r){if(this.uid=t,e.height!==e.width)throw new RangeError(\"DEM tiles must be square\");if(r&&\"mapbox\"!==r&&\"terrarium\"!==r)return _('\"'+r+'\" is not a valid encoding type. Valid types include \"mapbox\" and \"terrarium\".');this.stride=e.height;var n=this.dim=e.height-2;this.data=new Uint32Array(e.data.buffer),this.encoding=r||\"mapbox\";for(var a=0;a<n;a++)this.data[this._idx(-1,a)]=this.data[this._idx(0,a)],this.data[this._idx(n,a)]=this.data[this._idx(n-1,a)],this.data[this._idx(a,-1)]=this.data[this._idx(a,0)],this.data[this._idx(a,n)]=this.data[this._idx(a,n-1)];this.data[this._idx(-1,-1)]=this.data[this._idx(0,0)],this.data[this._idx(n,-1)]=this.data[this._idx(n-1,0)],this.data[this._idx(-1,n)]=this.data[this._idx(0,n-1)],this.data[this._idx(n,n)]=this.data[this._idx(n-1,n-1)]};Hc.prototype.get=function(t,e){var r=new Uint8Array(this.data.buffer),n=4*this._idx(t,e);return(\"terrarium\"===this.encoding?this._unpackTerrarium:this._unpackMapbox)(r[n],r[n+1],r[n+2])},Hc.prototype.getUnpackVector=function(){return\"terrarium\"===this.encoding?[256,1,1/256,32768]:[6553.6,25.6,.1,1e4]},Hc.prototype._idx=function(t,e){if(t<-1||t>=this.dim+1||e<-1||e>=this.dim+1)throw new RangeError(\"out of range source coordinates for DEM data\");return(e+1)*this.stride+(t+1)},Hc.prototype._unpackMapbox=function(t,e,r){return(256*t*256+256*e+r)/10-1e4},Hc.prototype._unpackTerrarium=function(t,e,r){return 256*t+e+r/256-32768},Hc.prototype.getPixels=function(){return new po({width:this.stride,height:this.stride},new Uint8Array(this.data.buffer))},Hc.prototype.backfillBorder=function(t,e,r){if(this.dim!==t.dim)throw new Error(\"dem dimension mismatch\");var n=e*this.dim,a=e*this.dim+this.dim,i=r*this.dim,o=r*this.dim+this.dim;switch(e){case-1:n=a-1;break;case 1:a=n+1}switch(r){case-1:i=o-1;break;case 1:o=i+1}for(var s=-e*this.dim,l=-r*this.dim,c=i;c<o;c++)for(var u=n;u<a;u++)this.data[this._idx(u,c)]=t.data[this._idx(u+s,c+l)]},Dn(\"DEMData\",Hc);var Gc=function(t){this._stringToNumber={},this._numberToString=[];for(var e=0;e<t.length;e++){var r=t[e];this._stringToNumber[r]=e,this._numberToString[e]=r}};Gc.prototype.encode=function(t){return this._stringToNumber[t]},Gc.prototype.decode=function(t){return this._numberToString[t]};var Yc=function(t,e,r,n,a){this.type=\"Feature\",this._vectorTileFeature=t,t._z=e,t._x=r,t._y=n,this.properties=t.properties,this.id=a},Wc={geometry:{configurable:!0}};Wc.geometry.get=function(){return void 0===this._geometry&&(this._geometry=this._vectorTileFeature.toGeoJSON(this._vectorTileFeature._x,this._vectorTileFeature._y,this._vectorTileFeature._z).geometry),this._geometry},Wc.geometry.set=function(t){this._geometry=t},Yc.prototype.toJSON=function(){var t={geometry:this.geometry};for(var e in this)\"_geometry\"!==e&&\"_vectorTileFeature\"!==e&&(t[e]=this[e]);return t},Object.defineProperties(Yc.prototype,Wc);var Zc=function(){this.state={},this.stateChanges={},this.deletedStates={}};Zc.prototype.updateState=function(t,e,r){var n=String(e);if(this.stateChanges[t]=this.stateChanges[t]||{},this.stateChanges[t][n]=this.stateChanges[t][n]||{},u(this.stateChanges[t][n],r),null===this.deletedStates[t])for(var a in this.deletedStates[t]={},this.state[t])a!==n&&(this.deletedStates[t][a]=null);else if(this.deletedStates[t]&&null===this.deletedStates[t][n])for(var i in this.deletedStates[t][n]={},this.state[t][n])r[i]||(this.deletedStates[t][n][i]=null);else for(var o in r)this.deletedStates[t]&&this.deletedStates[t][n]&&null===this.deletedStates[t][n][o]&&delete this.deletedStates[t][n][o]},Zc.prototype.removeFeatureState=function(t,e,r){if(null!==this.deletedStates[t]){var n=String(e);if(this.deletedStates[t]=this.deletedStates[t]||{},r&&void 0!==e)null!==this.deletedStates[t][n]&&(this.deletedStates[t][n]=this.deletedStates[t][n]||{},this.deletedStates[t][n][r]=null);else if(void 0!==e)if(this.stateChanges[t]&&this.stateChanges[t][n])for(r in this.deletedStates[t][n]={},this.stateChanges[t][n])this.deletedStates[t][n][r]=null;else this.deletedStates[t][n]=null;else this.deletedStates[t]=null}},Zc.prototype.getState=function(t,e){var r=String(e),n=u({},(this.state[t]||{})[r],(this.stateChanges[t]||{})[r]);if(null===this.deletedStates[t])return{};if(this.deletedStates[t]){var a=this.deletedStates[t][e];if(null===a)return{};for(var i in a)delete n[i]}return n},Zc.prototype.initializeTileState=function(t,e){t.setFeatureState(this.state,e)},Zc.prototype.coalesceChanges=function(t,e){var r={};for(var n in this.stateChanges){this.state[n]=this.state[n]||{};var a={};for(var i in this.stateChanges[n])this.state[n][i]||(this.state[n][i]={}),u(this.state[n][i],this.stateChanges[n][i]),a[i]=this.state[n][i];r[n]=a}for(var o in this.deletedStates){this.state[o]=this.state[o]||{};var s={};if(null===this.deletedStates[o])for(var l in this.state[o])s[l]={},this.state[o][l]={};else for(var c in this.deletedStates[o]){if(null===this.deletedStates[o][c])this.state[o][c]={};else for(var h=0,f=Object.keys(this.deletedStates[o][c]);h<f.length;h+=1)delete this.state[o][c][f[h]];s[c]=this.state[o][c]}r[o]=r[o]||{},u(r[o],s)}if(this.stateChanges={},this.deletedStates={},0!==Object.keys(r).length)for(var p in t)t[p].setFeatureState(r,e)};var Xc=function(t,e){this.tileID=t,this.x=t.canonical.x,this.y=t.canonical.y,this.z=t.canonical.z,this.grid=new Ln(8192,16,0),this.grid3D=new Ln(8192,16,0),this.featureIndexArray=new ri,this.promoteId=e};function Jc(t,e,r,n,a){return v(t,(function(t,i){var o=e instanceof fa?e.get(i):null;return o&&o.evaluate?o.evaluate(r,n,a):o}))}function Kc(t){for(var e=1/0,r=1/0,n=-1/0,a=-1/0,i=0,o=t;i<o.length;i+=1){var s=o[i];e=Math.min(e,s.x),r=Math.min(r,s.y),n=Math.max(n,s.x),a=Math.max(a,s.y)}return{minX:e,minY:r,maxX:n,maxY:a}}function Qc(t,e){return e-t}Xc.prototype.insert=function(t,e,r,n,a,i){var o=this.featureIndexArray.length;this.featureIndexArray.emplaceBack(r,n,a);for(var s=i?this.grid3D:this.grid,l=0;l<e.length;l++){for(var c=e[l],u=[1/0,1/0,-1/0,-1/0],h=0;h<c.length;h++){var f=c[h];u[0]=Math.min(u[0],f.x),u[1]=Math.min(u[1],f.y),u[2]=Math.max(u[2],f.x),u[3]=Math.max(u[3],f.y)}u[0]<8192&&u[1]<8192&&u[2]>=0&&u[3]>=0&&s.insert(o,u[0],u[1],u[2],u[3])}},Xc.prototype.loadVTLayers=function(){return this.vtLayers||(this.vtLayers=new gs.VectorTile(new Hs(this.rawTileData)).layers,this.sourceLayerCoder=new Gc(this.vtLayers?Object.keys(this.vtLayers).sort():[\"_geojsonTileLayer\"])),this.vtLayers},Xc.prototype.query=function(t,e,r,n){var i=this;this.loadVTLayers();for(var o=t.params||{},s=8192/t.tileSize/t.scale,l=rn(o.filter),c=t.queryGeometry,u=t.queryPadding*s,h=Kc(c),f=this.grid.query(h.minX-u,h.minY-u,h.maxX+u,h.maxY+u),p=Kc(t.cameraQueryGeometry),d=0,g=this.grid3D.query(p.minX-u,p.minY-u,p.maxX+u,p.maxY+u,(function(e,r,n,i){return function(t,e,r,n,i){for(var o=0,s=t;o<s.length;o+=1){var l=s[o];if(e<=l.x&&r<=l.y&&n>=l.x&&i>=l.y)return!0}var c=[new a(e,r),new a(e,i),new a(n,i),new a(n,r)];if(t.length>2)for(var u=0,h=c;u<h.length;u+=1)if(Wi(t,h[u]))return!0;for(var f=0;f<t.length-1;f++)if(Zi(t[f],t[f+1],c))return!0;return!1}(t.cameraQueryGeometry,e-u,r-u,n+u,i+u)}));d<g.length;d+=1)f.push(g[d]);f.sort(Qc);for(var m,v={},y=function(a){var u=f[a];if(u!==m){m=u;var h=i.featureIndexArray.get(u),p=null;i.loadMatchingFeature(v,h.bucketIndex,h.sourceLayerIndex,h.featureIndex,l,o.layers,o.availableImages,e,r,n,(function(e,r,n){return p||(p=Di(e)),r.queryIntersectsFeature(c,e,n,p,i.z,t.transform,s,t.pixelPosMatrix)}))}},x=0;x<f.length;x++)y(x);return v},Xc.prototype.loadMatchingFeature=function(t,e,r,n,a,i,o,s,l,c,u){var h=this.bucketLayerIDs[e];if(!i||function(t,e){for(var r=0;r<t.length;r++)if(e.indexOf(t[r])>=0)return!0;return!1}(i,h)){var f=this.sourceLayerCoder.decode(r),p=this.vtLayers[f].feature(n);if(a.filter(new aa(this.tileID.overscaledZ),p))for(var d=this.getId(p,f),g=0;g<h.length;g++){var m=h[g];if(!(i&&i.indexOf(m)<0)){var v=s[m];if(v){var y={};void 0!==d&&c&&(y=c.getState(v.sourceLayer||\"_geojsonTileLayer\",d));var x=l[m];x.paint=Jc(x.paint,v.paint,p,y,o),x.layout=Jc(x.layout,v.layout,p,y,o);var b=!u||u(p,v,y);if(b){var _=new Yc(p,this.z,this.x,this.y,d);_.layer=x;var w=t[m];void 0===w&&(w=t[m]=[]),w.push({featureIndex:n,feature:_,intersectionZ:b})}}}}}},Xc.prototype.lookupSymbolFeatures=function(t,e,r,n,a,i,o,s){var l={};this.loadVTLayers();for(var c=rn(a),u=0,h=t;u<h.length;u+=1)this.loadMatchingFeature(l,r,n,h[u],c,i,o,s,e);return l},Xc.prototype.hasLayer=function(t){for(var e=0,r=this.bucketLayerIDs;e<r.length;e+=1)for(var n=0,a=r[e];n<a.length;n+=1)if(t===a[n])return!0;return!1},Xc.prototype.getId=function(t,e){var r=t.id;return this.promoteId&&\"boolean\"==typeof(r=t.properties[\"string\"==typeof this.promoteId?this.promoteId:this.promoteId[e]])&&(r=Number(r)),r},Dn(\"FeatureIndex\",Xc,{omit:[\"rawTileData\",\"sourceLayerCoder\"]});var $c=function(t,e){this.tileID=t,this.uid=f(),this.uses=0,this.tileSize=e,this.buckets={},this.expirationTime=null,this.queryPadding=0,this.hasSymbolBuckets=!1,this.hasRTLText=!1,this.dependencies={},this.expiredRequestCount=0,this.state=\"loading\"};$c.prototype.registerFadeDuration=function(t){var e=t+this.timeAdded;e<R.now()||this.fadeEndTime&&e<this.fadeEndTime||(this.fadeEndTime=e)},$c.prototype.wasRequested=function(){return\"errored\"===this.state||\"loaded\"===this.state||\"reloading\"===this.state},$c.prototype.loadVectorData=function(t,e,r){if(this.hasData()&&this.unloadVectorData(),this.state=\"loaded\",t){for(var n in t.featureIndex&&(this.latestFeatureIndex=t.featureIndex,t.rawTileData?(this.latestRawTileData=t.rawTileData,this.latestFeatureIndex.rawTileData=t.rawTileData):this.latestRawTileData&&(this.latestFeatureIndex.rawTileData=this.latestRawTileData)),this.collisionBoxArray=t.collisionBoxArray,this.buckets=function(t,e){var r={};if(!e)return r;for(var n=function(){var t=i[a],n=t.layerIds.map((function(t){return e.getLayer(t)})).filter(Boolean);if(0!==n.length){t.layers=n,t.stateDependentLayerIds&&(t.stateDependentLayers=t.stateDependentLayerIds.map((function(t){return n.filter((function(e){return e.id===t}))[0]})));for(var o=0,s=n;o<s.length;o+=1)r[s[o].id]=t}},a=0,i=t;a<i.length;a+=1)n();return r}(t.buckets,e.style),this.hasSymbolBuckets=!1,this.buckets){var a=this.buckets[n];if(a instanceof hc){if(this.hasSymbolBuckets=!0,!r)break;a.justReloaded=!0}}if(this.hasRTLText=!1,this.hasSymbolBuckets)for(var i in this.buckets){var o=this.buckets[i];if(o instanceof hc&&o.hasRTLText){this.hasRTLText=!0,na.isLoading()||na.isLoaded()||\"deferred\"!==ea()||ra();break}}for(var s in this.queryPadding=0,this.buckets){var l=this.buckets[s];this.queryPadding=Math.max(this.queryPadding,e.style.getLayer(s).queryRadius(l))}t.imageAtlas&&(this.imageAtlas=t.imageAtlas),t.glyphAtlasImage&&(this.glyphAtlasImage=t.glyphAtlasImage)}else this.collisionBoxArray=new Za},$c.prototype.unloadVectorData=function(){for(var t in this.buckets)this.buckets[t].destroy();this.buckets={},this.imageAtlasTexture&&this.imageAtlasTexture.destroy(),this.imageAtlas&&(this.imageAtlas=null),this.glyphAtlasTexture&&this.glyphAtlasTexture.destroy(),this.latestFeatureIndex=null,this.state=\"unloaded\"},$c.prototype.getBucket=function(t){return this.buckets[t.id]},$c.prototype.upload=function(t){for(var e in this.buckets){var r=this.buckets[e];r.uploadPending()&&r.upload(t)}var n=t.gl;this.imageAtlas&&!this.imageAtlas.uploaded&&(this.imageAtlasTexture=new Sc(t,this.imageAtlas.image,n.RGBA),this.imageAtlas.uploaded=!0),this.glyphAtlasImage&&(this.glyphAtlasTexture=new Sc(t,this.glyphAtlasImage,n.ALPHA),this.glyphAtlasImage=null)},$c.prototype.prepare=function(t){this.imageAtlas&&this.imageAtlas.patchUpdatedImages(t,this.imageAtlasTexture)},$c.prototype.queryRenderedFeatures=function(t,e,r,n,a,i,o,s,l,c){return this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData?this.latestFeatureIndex.query({queryGeometry:n,cameraQueryGeometry:a,scale:i,tileSize:this.tileSize,pixelPosMatrix:c,transform:s,params:o,queryPadding:this.queryPadding*l},t,e,r):{}},$c.prototype.querySourceFeatures=function(t,e){var r=this.latestFeatureIndex;if(r&&r.rawTileData){var n=r.loadVTLayers(),a=e?e.sourceLayer:\"\",i=n._geojsonTileLayer||n[a];if(i)for(var o=rn(e&&e.filter),s=this.tileID.canonical,l=s.z,c=s.x,u=s.y,h={z:l,x:c,y:u},f=0;f<i.length;f++){var p=i.feature(f);if(o.filter(new aa(this.tileID.overscaledZ),p)){var d=r.getId(p,a),g=new Yc(p,l,c,u,d);g.tile=h,t.push(g)}}}},$c.prototype.hasData=function(){return\"loaded\"===this.state||\"reloading\"===this.state||\"expired\"===this.state},$c.prototype.patternsLoaded=function(){return this.imageAtlas&&!!Object.keys(this.imageAtlas.patternPositions).length},$c.prototype.setExpiryData=function(t){var e=this.expirationTime;if(t.cacheControl){var r=M(t.cacheControl);r[\"max-age\"]&&(this.expirationTime=Date.now()+1e3*r[\"max-age\"])}else t.expires&&(this.expirationTime=new Date(t.expires).getTime());if(this.expirationTime){var n=Date.now(),a=!1;if(this.expirationTime>n)a=!1;else if(e)if(this.expirationTime<e)a=!0;else{var i=this.expirationTime-e;i?this.expirationTime=n+Math.max(i,3e4):a=!0}else a=!0;a?(this.expiredRequestCount++,this.state=\"expired\"):this.expiredRequestCount=0}},$c.prototype.getExpiryTimeout=function(){if(this.expirationTime)return this.expiredRequestCount?1e3*(1<<Math.min(this.expiredRequestCount-1,31)):Math.min(this.expirationTime-(new Date).getTime(),Math.pow(2,31)-1)},$c.prototype.setFeatureState=function(t,e){if(this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData&&0!==Object.keys(t).length){var r=this.latestFeatureIndex.loadVTLayers();for(var n in this.buckets)if(e.style.hasLayer(n)){var a=this.buckets[n],i=a.layers[0].sourceLayer||\"_geojsonTileLayer\",o=r[i],s=t[i];if(o&&s&&0!==Object.keys(s).length){a.update(s,o,this.imageAtlas&&this.imageAtlas.patternPositions||{});var l=e&&e.style&&e.style.getLayer(n);l&&l.paint&&(this.queryPadding=Math.max(this.queryPadding,l.queryRadius(a)))}}}},$c.prototype.holdingForFade=function(){return void 0!==this.symbolFadeHoldUntil},$c.prototype.symbolFadeFinished=function(){return!this.symbolFadeHoldUntil||this.symbolFadeHoldUntil<R.now()},$c.prototype.clearFadeHold=function(){this.symbolFadeHoldUntil=void 0},$c.prototype.setHoldDuration=function(t){this.symbolFadeHoldUntil=R.now()+t},$c.prototype.setDependencies=function(t,e){for(var r={},n=0,a=e;n<a.length;n+=1)r[a[n]]=!0;this.dependencies[t]=r},$c.prototype.hasDependency=function(t,e){for(var r=0,n=t;r<n.length;r+=1){var a=this.dependencies[n[r]];if(a)for(var i=0,o=e;i<o.length;i+=1)if(a[o[i]])return!0}return!1};var tu=self.performance,eu=function(t){this._marks={start:[t.url,\"start\"].join(\"#\"),end:[t.url,\"end\"].join(\"#\"),measure:t.url.toString()},tu.mark(this._marks.start)};eu.prototype.finish=function(){tu.mark(this._marks.end);var t=tu.getEntriesByName(this._marks.measure);return 0===t.length&&(tu.measure(this._marks.measure,this._marks.start,this._marks.end),t=tu.getEntriesByName(this._marks.measure),tu.clearMarks(this._marks.start),tu.clearMarks(this._marks.end),tu.clearMeasures(this._marks.measure)),t},t.Actor=Cc,t.AlphaImage=fo,t.CanonicalTileID=jc,t.CollisionBoxArray=Za,t.Color=Kt,t.DEMData=Hc,t.DataConstantProperty=pa,t.DictionaryCoder=Gc,t.EXTENT=8192,t.ErrorEvent=kt,t.EvaluationParameters=aa,t.Event=Tt,t.Evented=Mt,t.FeatureIndex=Xc,t.FillBucket=rs,t.FillExtrusionBucket=xs,t.ImageAtlas=dl,t.ImagePosition=fl,t.LineBucket=Cs,t.LngLat=Ic,t.LngLatBounds=Pc,t.MercatorCoordinate=Nc,t.ONE_EM=24,t.OverscaledTileID=Vc,t.Point=a,t.Point$1=a,t.Properties=ya,t.Protobuf=Hs,t.RGBAImage=po,t.RequestManager=q,t.RequestPerformance=eu,t.ResourceType=ft,t.SegmentVector=ai,t.SourceFeatureState=Zc,t.StructArrayLayout1ui2=Ha,t.StructArrayLayout2f1f2i16=Da,t.StructArrayLayout2i4=Ma,t.StructArrayLayout3ui6=Fa,t.StructArrayLayout4i8=Aa,t.SymbolBucket=hc,t.Texture=Sc,t.Tile=$c,t.Transitionable=sa,t.Uniform1f=vi,t.Uniform1i=mi,t.Uniform2f=yi,t.Uniform3f=xi,t.Uniform4f=bi,t.UniformColor=_i,t.UniformMatrix4f=Ti,t.UnwrappedTileID=Uc,t.ValidationError=St,t.WritingMode=gl,t.ZoomHistory=Un,t.add=function(t,e,r){return t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t},t.addDynamicAttributes=sc,t.asyncAll=function(t,e,r){if(!t.length)return r(null,[]);var n=t.length,a=new Array(t.length),i=null;t.forEach((function(t,o){e(t,(function(t,e){t&&(i=t),a[o]=e,0==--n&&r(i,a)}))}))},t.bezier=o,t.bindAll=g,t.browser=R,t.cacheEntryPossiblyAdded=function(t){++ut>ot&&(t.getActor().send(\"enforceCacheSizeLimit\",it),ut=0)},t.clamp=l,t.clearTileCache=function(t){var e=self.caches.delete(\"mapbox-tiles\");t&&e.catch(t).then((function(){return t()}))},t.clipLine=jl,t.clone=function(t){var e=new to(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e},t.clone$1=x,t.clone$2=function(t){var e=new to(3);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e},t.collisionCircleLayout=Ns,t.config=F,t.create=function(){var t=new to(16);return 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r}function ht(t,e){var r=[];r.size=t.size,void 0!==t.start&&(r.start=t.start,r.end=t.end);for(var n=0;n<t.length;n+=3)r.push(t[n]+e,t[n+1],t[n+2]);return r}function ft(t,e){if(t.transformed)return t;var r,n,a,i=1<<t.z,o=t.x,s=t.y;for(r=0;r<t.features.length;r++){var l=t.features[r],c=l.geometry,u=l.type;if(l.geometry=[],1===u)for(n=0;n<c.length;n+=2)l.geometry.push(pt(c[n],c[n+1],e,i,o,s));else for(n=0;n<c.length;n++){var h=[];for(a=0;a<c[n].length;a+=2)h.push(pt(c[n][a],c[n][a+1],e,i,o,s));l.geometry.push(h)}}return t.transformed=!0,t}function pt(t,e,r,n,a,i){return[Math.round(r*(t*n-a)),Math.round(r*(e*n-i))]}function dt(t,e,r,n,a){for(var i=e===a.maxZoom?0:a.tolerance/((1<<e)*a.extent),o={features:[],numPoints:0,numSimplified:0,numFeatures:0,source:null,x:r,y:n,z:e,transformed:!1,minX:2,minY:1,maxX:-1,maxY:0},s=0;s<t.length;s++){o.numFeatures++,gt(o,t[s],i,a);var l=t[s].minX,c=t[s].minY,u=t[s].maxX,h=t[s].maxY;l<o.minX&&(o.minX=l),c<o.minY&&(o.minY=c),u>o.maxX&&(o.maxX=u),h>o.maxY&&(o.maxY=h)}return o}function gt(t,e,r,n){var a=e.geometry,i=e.type,o=[];if(\"Point\"===i||\"MultiPoint\"===i)for(var s=0;s<a.length;s+=3)o.push(a[s]),o.push(a[s+1]),t.numPoints++,t.numSimplified++;else if(\"LineString\"===i)mt(o,a,t,r,!1,!1);else if(\"MultiLineString\"===i||\"Polygon\"===i)for(s=0;s<a.length;s++)mt(o,a[s],t,r,\"Polygon\"===i,0===s);else if(\"MultiPolygon\"===i)for(var l=0;l<a.length;l++){var c=a[l];for(s=0;s<c.length;s++)mt(o,c[s],t,r,!0,0===s)}if(o.length){var u=e.tags||null;if(\"LineString\"===i&&n.lineMetrics){for(var h in u={},e.tags)u[h]=e.tags[h];u.mapbox_clip_start=a.start/a.size,u.mapbox_clip_end=a.end/a.size}var f={geometry:o,type:\"Polygon\"===i||\"MultiPolygon\"===i?3:\"LineString\"===i||\"MultiLineString\"===i?2:1,tags:u};null!==e.id&&(f.id=e.id),t.features.push(f)}}function mt(t,e,r,n,a,i){var o=n*n;if(n>0&&e.size<(a?o:n))r.numPoints+=e.length/3;else{for(var s=[],l=0;l<e.length;l+=3)(0===n||e[l+2]>o)&&(r.numSimplified++,s.push(e[l]),s.push(e[l+1])),r.numPoints++;a&&function(t,e){for(var r=0,n=0,a=t.length,i=a-2;n<a;i=n,n+=2)r+=(t[n]-t[i])*(t[n+1]+t[i+1]);if(r>0===e)for(n=0,a=t.length;n<a/2;n+=2){var o=t[n],s=t[n+1];t[n]=t[a-2-n],t[n+1]=t[a-1-n],t[a-2-n]=o,t[a-1-n]=s}}(s,i),t.push(s)}}function vt(t,e){var r=(e=this.options=function(t,e){for(var r in e)t[r]=e[r];return t}(Object.create(this.options),e)).debug;if(r&&console.time(\"preprocess data\"),e.maxZoom<0||e.maxZoom>24)throw new Error(\"maxZoom should be in the 0-24 range\");if(e.promoteId&&e.generateId)throw new Error(\"promoteId and generateId cannot be used together.\");var n=function(t,e){var r=[];if(\"FeatureCollection\"===t.type)for(var n=0;n<t.features.length;n++)J(r,t.features[n],e,n);else J(r,\"Feature\"===t.type?t:{geometry:t},e);return r}(t,e);this.tiles={},this.tileCoords=[],r&&(console.timeEnd(\"preprocess data\"),console.log(\"index: maxZoom: %d, maxPoints: %d\",e.indexMaxZoom,e.indexMaxPoints),console.time(\"generate tiles\"),this.stats={},this.total=0),(n=function(t,e){var r=e.buffer/e.extent,n=t,a=rt(t,1,-1-r,r,0,-1,2,e),i=rt(t,1,1-r,2+r,0,-1,2,e);return(a||i)&&(n=rt(t,1,-r,1+r,0,-1,2,e)||[],a&&(n=ut(a,1).concat(n)),i&&(n=n.concat(ut(i,-1)))),n}(n,e)).length&&this.splitTile(n,0,0,0),r&&(n.length&&console.log(\"features: %d, points: %d\",this.tiles[0].numFeatures,this.tiles[0].numPoints),console.timeEnd(\"generate tiles\"),console.log(\"tiles generated:\",this.total,JSON.stringify(this.stats)))}function yt(t,e,r){return 32*((1<<t)*r+e)+t}function xt(t,e){var r=t.tileID.canonical;if(!this._geoJSONIndex)return e(null,null);var n=this._geoJSONIndex.getTile(r.z,r.x,r.y);if(!n)return e(null,null);var a=new g(n.features),i=b(a);0===i.byteOffset&&i.byteLength===i.buffer.byteLength||(i=new Uint8Array(i)),e(null,{vectorTile:a,rawData:i.buffer})}F.prototype.load=function(t){var e=this.options,r=e.log,n=e.minZoom,a=e.maxZoom,i=e.nodeSize;r&&console.time(\"total time\");var o=\"prepare \"+t.length+\" points\";r&&console.time(o),this.points=t;for(var s=[],l=0;l<t.length;l++)t[l].geometry&&s.push(N(t[l],l));this.trees[a+1]=new D(s,G,Y,i,Float32Array),r&&console.timeEnd(o);for(var c=a;c>=n;c--){var u=+Date.now();s=this._cluster(s,c),this.trees[c]=new D(s,G,Y,i,Float32Array),r&&console.log(\"z%d: %d clusters in %dms\",c,s.length,+Date.now()-u)}return r&&console.timeEnd(\"total time\"),this},F.prototype.getClusters=function(t,e){var r=((t[0]+180)%360+360)%360-180,n=Math.max(-90,Math.min(90,t[1])),a=180===t[2]?180:((t[2]+180)%360+360)%360-180,i=Math.max(-90,Math.min(90,t[3]));if(t[2]-t[0]>=360)r=-180,a=180;else if(r>a){var o=this.getClusters([r,n,180,i],e),s=this.getClusters([-180,n,a,i],e);return o.concat(s)}for(var l=this.trees[this._limitZoom(e)],c=[],u=0,h=l.range(V(r),q(i),V(a),q(n));u<h.length;u+=1){var f=l.points[h[u]];c.push(f.numPoints?j(f):this.points[f.index])}return c},F.prototype.getChildren=function(t){var e=this._getOriginId(t),r=this._getOriginZoom(t),n=\"No cluster with the specified id.\",a=this.trees[r];if(!a)throw new Error(n);var i=a.points[e];if(!i)throw new Error(n);for(var o=this.options.radius/(this.options.extent*Math.pow(2,r-1)),s=[],l=0,c=a.within(i.x,i.y,o);l<c.length;l+=1){var u=a.points[c[l]];u.parentId===t&&s.push(u.numPoints?j(u):this.points[u.index])}if(0===s.length)throw new Error(n);return s},F.prototype.getLeaves=function(t,e,r){var n=[];return this._appendLeaves(n,t,e=e||10,r=r||0,0),n},F.prototype.getTile=function(t,e,r){var n=this.trees[this._limitZoom(t)],a=Math.pow(2,t),i=this.options,o=i.radius/i.extent,s=(r-o)/a,l=(r+1+o)/a,c={features:[]};return this._addTileFeatures(n.range((e-o)/a,s,(e+1+o)/a,l),n.points,e,r,a,c),0===e&&this._addTileFeatures(n.range(1-o/a,s,1,l),n.points,a,r,a,c),e===a-1&&this._addTileFeatures(n.range(0,s,o/a,l),n.points,-1,r,a,c),c.features.length?c:null},F.prototype.getClusterExpansionZoom=function(t){for(var e=this._getOriginZoom(t)-1;e<=this.options.maxZoom;){var r=this.getChildren(t);if(e++,1!==r.length)break;t=r[0].properties.cluster_id}return e},F.prototype._appendLeaves=function(t,e,r,n,a){for(var i=0,o=this.getChildren(e);i<o.length;i+=1){var s=o[i],l=s.properties;if(l&&l.cluster?a+l.point_count<=n?a+=l.point_count:a=this._appendLeaves(t,l.cluster_id,r,n,a):a<n?a++:t.push(s),t.length===r)break}return a},F.prototype._addTileFeatures=function(t,e,r,n,a,i){for(var o=0,s=t;o<s.length;o+=1){var l=e[s[o]],c=l.numPoints,u={type:1,geometry:[[Math.round(this.options.extent*(l.x*a-r)),Math.round(this.options.extent*(l.y*a-n))]],tags:c?U(l):this.points[l.index].properties},h=void 0;c?h=l.id:this.options.generateId?h=l.index:this.points[l.index].id&&(h=this.points[l.index].id),void 0!==h&&(u.id=h),i.features.push(u)}},F.prototype._limitZoom=function(t){return Math.max(this.options.minZoom,Math.min(t,this.options.maxZoom+1))},F.prototype._cluster=function(t,e){for(var r=[],n=this.options,a=n.reduce,i=n.radius/(n.extent*Math.pow(2,e)),o=0;o<t.length;o++){var s=t[o];if(!(s.zoom<=e)){s.zoom=e;for(var l=this.trees[e+1],c=l.within(s.x,s.y,i),u=s.numPoints||1,h=s.x*u,f=s.y*u,p=a&&u>1?this._map(s,!0):null,d=(o<<5)+(e+1)+this.points.length,g=0,m=c;g<m.length;g+=1){var v=l.points[m[g]];if(!(v.zoom<=e)){v.zoom=e;var y=v.numPoints||1;h+=v.x*y,f+=v.y*y,u+=y,v.parentId=d,a&&(p||(p=this._map(s,!0)),a(p,this._map(v)))}}1===u?r.push(s):(s.parentId=d,r.push(B(h/u,f/u,d,u,p)))}}return r},F.prototype._getOriginId=function(t){return t-this.points.length>>5},F.prototype._getOriginZoom=function(t){return(t-this.points.length)%32},F.prototype._map=function(t,e){if(t.numPoints)return e?H({},t.properties):t.properties;var r=this.points[t.index].properties,n=this.options.map(r);return e&&n===r?H({},n):n},vt.prototype.options={maxZoom:14,indexMaxZoom:5,indexMaxPoints:1e5,tolerance:3,extent:4096,buffer:64,lineMetrics:!1,promoteId:null,generateId:!1,debug:0},vt.prototype.splitTile=function(t,e,r,n,a,i,o){for(var s=[t,e,r,n],l=this.options,c=l.debug;s.length;){n=s.pop(),r=s.pop(),e=s.pop(),t=s.pop();var u=1<<e,h=yt(e,r,n),f=this.tiles[h];if(!f&&(c>1&&console.time(\"creation\"),f=this.tiles[h]=dt(t,e,r,n,l),this.tileCoords.push({z:e,x:r,y:n}),c)){c>1&&(console.log(\"tile z%d-%d-%d (features: %d, points: %d, simplified: %d)\",e,r,n,f.numFeatures,f.numPoints,f.numSimplified),console.timeEnd(\"creation\"));var p=\"z\"+e;this.stats[p]=(this.stats[p]||0)+1,this.total++}if(f.source=t,a){if(e===l.maxZoom||e===a)continue;var d=1<<a-e;if(r!==Math.floor(i/d)||n!==Math.floor(o/d))continue}else if(e===l.indexMaxZoom||f.numPoints<=l.indexMaxPoints)continue;if(f.source=null,0!==t.length){c>1&&console.time(\"clipping\");var g,m,v,y,x,b,_=.5*l.buffer/l.extent,w=.5-_,T=.5+_,k=1+_;g=m=v=y=null,x=rt(t,u,r-_,r+T,0,f.minX,f.maxX,l),b=rt(t,u,r+w,r+k,0,f.minX,f.maxX,l),t=null,x&&(g=rt(x,u,n-_,n+T,1,f.minY,f.maxY,l),m=rt(x,u,n+w,n+k,1,f.minY,f.maxY,l),x=null),b&&(v=rt(b,u,n-_,n+T,1,f.minY,f.maxY,l),y=rt(b,u,n+w,n+k,1,f.minY,f.maxY,l),b=null),c>1&&console.timeEnd(\"clipping\"),s.push(g||[],e+1,2*r,2*n),s.push(m||[],e+1,2*r,2*n+1),s.push(v||[],e+1,2*r+1,2*n),s.push(y||[],e+1,2*r+1,2*n+1)}}},vt.prototype.getTile=function(t,e,r){var n=this.options,a=n.extent,i=n.debug;if(t<0||t>24)return null;var o=1<<t,s=yt(t,e=(e%o+o)%o,r);if(this.tiles[s])return ft(this.tiles[s],a);i>1&&console.log(\"drilling down to z%d-%d-%d\",t,e,r);for(var l,c=t,u=e,h=r;!l&&c>0;)c--,u=Math.floor(u/2),h=Math.floor(h/2),l=this.tiles[yt(c,u,h)];return l&&l.source?(i>1&&console.log(\"found parent tile z%d-%d-%d\",c,u,h),i>1&&console.time(\"drilling down\"),this.splitTile(l.source,c,u,h,t,e,r),i>1&&console.timeEnd(\"drilling down\"),this.tiles[s]?ft(this.tiles[s],a):null):null};var bt=function(e){function r(t,r,n,a){e.call(this,t,r,n,xt),a&&(this.loadGeoJSON=a)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.loadData=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),this._pendingCallback=e,this._pendingLoadDataParams=t,this._state&&\"Idle\"!==this._state?this._state=\"NeedsLoadData\":(this._state=\"Coalescing\",this._loadData())},r.prototype._loadData=function(){var e=this;if(this._pendingCallback&&this._pendingLoadDataParams){var r=this._pendingCallback,n=this._pendingLoadDataParams;delete this._pendingCallback,delete this._pendingLoadDataParams;var a=!!(n&&n.request&&n.request.collectResourceTiming)&&new t.RequestPerformance(n.request);this.loadGeoJSON(n,(function(i,o){if(i||!o)return r(i);if(\"object\"!=typeof o)return r(new Error(\"Input data given to '\"+n.source+\"' is not a valid GeoJSON object.\"));!function t(e,r){var n,a=e&&e.type;if(\"FeatureCollection\"===a)for(n=0;n<e.features.length;n++)t(e.features[n],r);else if(\"GeometryCollection\"===a)for(n=0;n<e.geometries.length;n++)t(e.geometries[n],r);else if(\"Feature\"===a)t(e.geometry,r);else if(\"Polygon\"===a)h(e.coordinates,r);else if(\"MultiPolygon\"===a)for(n=0;n<e.coordinates.length;n++)h(e.coordinates[n],r);return e}(o,!0);try{e._geoJSONIndex=n.cluster?new F(function(e){var r=e.superclusterOptions,n=e.clusterProperties;if(!n||!r)return r;for(var a={},i={},o={accumulated:null,zoom:0},s={properties:null},l=Object.keys(n),c=0,u=l;c<u.length;c+=1){var h=u[c],f=n[h],p=f[0],d=t.createExpression(f[1]),g=t.createExpression(\"string\"==typeof p?[p,[\"accumulated\"],[\"get\",h]]:p);a[h]=d.value,i[h]=g.value}return r.map=function(t){s.properties=t;for(var e={},r=0,n=l;r<n.length;r+=1){var i=n[r];e[i]=a[i].evaluate(o,s)}return e},r.reduce=function(t,e){s.properties=e;for(var r=0,n=l;r<n.length;r+=1){var a=n[r];o.accumulated=t[a],t[a]=i[a].evaluate(o,s)}},r}(n)).load(o.features):function(t,e){return new vt(t,e)}(o,n.geojsonVtOptions)}catch(i){return r(i)}e.loaded={};var s={};if(a){var l=a.finish();l&&(s.resourceTiming={},s.resourceTiming[n.source]=JSON.parse(JSON.stringify(l)))}r(null,s)}))}},r.prototype.coalesce=function(){\"Coalescing\"===this._state?this._state=\"Idle\":\"NeedsLoadData\"===this._state&&(this._state=\"Coalescing\",this._loadData())},r.prototype.reloadTile=function(t,r){var n=this.loaded;return n&&n[t.uid]?e.prototype.reloadTile.call(this,t,r):this.loadTile(t,r)},r.prototype.loadGeoJSON=function(e,r){if(e.request)t.getJSON(e.request,r);else{if(\"string\"!=typeof e.data)return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"));try{return r(null,JSON.parse(e.data))}catch(t){return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"))}}},r.prototype.removeSource=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),e()},r.prototype.getClusterExpansionZoom=function(t,e){try{e(null,this._geoJSONIndex.getClusterExpansionZoom(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterChildren=function(t,e){try{e(null,this._geoJSONIndex.getChildren(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterLeaves=function(t,e){try{e(null,this._geoJSONIndex.getLeaves(t.clusterId,t.limit,t.offset))}catch(t){e(t)}},r}(l),_t=function(e){var r=this;this.self=e,this.actor=new t.Actor(e,this),this.layerIndexes={},this.availableImages={},this.workerSourceTypes={vector:l,geojson:bt},this.workerSources={},this.demWorkerSources={},this.self.registerWorkerSource=function(t,e){if(r.workerSourceTypes[t])throw new Error('Worker source with name \"'+t+'\" already registered.');r.workerSourceTypes[t]=e},this.self.registerRTLTextPlugin=function(e){if(t.plugin.isParsed())throw new Error(\"RTL text plugin already registered.\");t.plugin.applyArabicShaping=e.applyArabicShaping,t.plugin.processBidirectionalText=e.processBidirectionalText,t.plugin.processStyledBidirectionalText=e.processStyledBidirectionalText}};return _t.prototype.setReferrer=function(t,e){this.referrer=e},_t.prototype.setImages=function(t,e,r){this.availableImages[t]=e,r()},_t.prototype.setLayers=function(t,e,r){this.getLayerIndex(t).replace(e),r()},_t.prototype.updateLayers=function(t,e,r){this.getLayerIndex(t).update(e.layers,e.removedIds),r()},_t.prototype.loadTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).loadTile(e,r)},_t.prototype.loadDEMTile=function(t,e,r){this.getDEMWorkerSource(t,e.source).loadTile(e,r)},_t.prototype.reloadTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).reloadTile(e,r)},_t.prototype.abortTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).abortTile(e,r)},_t.prototype.removeTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).removeTile(e,r)},_t.prototype.removeDEMTile=function(t,e){this.getDEMWorkerSource(t,e.source).removeTile(e)},_t.prototype.removeSource=function(t,e,r){if(this.workerSources[t]&&this.workerSources[t][e.type]&&this.workerSources[t][e.type][e.source]){var n=this.workerSources[t][e.type][e.source];delete this.workerSources[t][e.type][e.source],void 0!==n.removeSource?n.removeSource(e,r):r()}},_t.prototype.loadWorkerSource=function(t,e,r){try{this.self.importScripts(e.url),r()}catch(t){r(t.toString())}},_t.prototype.syncRTLPluginState=function(e,r,n){try{t.plugin.setState(r);var a=t.plugin.getPluginURL();if(t.plugin.isLoaded()&&!t.plugin.isParsed()&&null!=a){this.self.importScripts(a);var i=t.plugin.isParsed();n(i?void 0:new Error(\"RTL Text Plugin failed to import scripts from \"+a),i)}}catch(t){n(t.toString())}},_t.prototype.getAvailableImages=function(t){var e=this.availableImages[t];return e||(e=[]),e},_t.prototype.getLayerIndex=function(t){var e=this.layerIndexes[t];return e||(e=this.layerIndexes[t]=new n),e},_t.prototype.getWorkerSource=function(t,e,r){var n=this;return this.workerSources[t]||(this.workerSources[t]={}),this.workerSources[t][e]||(this.workerSources[t][e]={}),this.workerSources[t][e][r]||(this.workerSources[t][e][r]=new this.workerSourceTypes[e]({send:function(e,r,a){n.actor.send(e,r,a,t)}},this.getLayerIndex(t),this.getAvailableImages(t))),this.workerSources[t][e][r]},_t.prototype.getDEMWorkerSource=function(t,e){return this.demWorkerSources[t]||(this.demWorkerSources[t]={}),this.demWorkerSources[t][e]||(this.demWorkerSources[t][e]=new u),this.demWorkerSources[t][e]},_t.prototype.enforceCacheSizeLimit=function(e,r){t.enforceCacheSizeLimit(r)},\"undefined\"!=typeof WorkerGlobalScope&&void 0!==t.window&&t.window instanceof WorkerGlobalScope&&(t.window.worker=new _t(t.window)),_t})),n(0,(function(t){var e=t.createCommonjsModule((function(t){function e(t){return!r(t)}function r(t){return\"undefined\"==typeof window||\"undefined\"==typeof document?\"not a browser\":Array.prototype&&Array.prototype.every&&Array.prototype.filter&&Array.prototype.forEach&&Array.prototype.indexOf&&Array.prototype.lastIndexOf&&Array.prototype.map&&Array.prototype.some&&Array.prototype.reduce&&Array.prototype.reduceRight&&Array.isArray?Function.prototype&&Function.prototype.bind?Object.keys&&Object.create&&Object.getPrototypeOf&&Object.getOwnPropertyNames&&Object.isSealed&&Object.isFrozen&&Object.isExtensible&&Object.getOwnPropertyDescriptor&&Object.defineProperty&&Object.defineProperties&&Object.seal&&Object.freeze&&Object.preventExtensions?\"JSON\"in window&&\"parse\"in JSON&&\"stringify\"in JSON?function(){if(!(\"Worker\"in window&&\"Blob\"in window&&\"URL\"in window))return!1;var t,e,r=new Blob([\"\"],{type:\"text/javascript\"}),n=URL.createObjectURL(r);try{e=new Worker(n),t=!0}catch(e){t=!1}return e&&e.terminate(),URL.revokeObjectURL(n),t}()?\"Uint8ClampedArray\"in window?ArrayBuffer.isView?function(){var t=document.createElement(\"canvas\");t.width=t.height=1;var e=t.getContext(\"2d\");if(!e)return!1;var r=e.getImageData(0,0,1,1);return r&&r.width===t.width}()?(void 0===n[r=t&&t.failIfMajorPerformanceCaveat]&&(n[r]=function(t){var r=function(t){var r=document.createElement(\"canvas\"),n=Object.create(e.webGLContextAttributes);return n.failIfMajorPerformanceCaveat=t,r.probablySupportsContext?r.probablySupportsContext(\"webgl\",n)||r.probablySupportsContext(\"experimental-webgl\",n):r.supportsContext?r.supportsContext(\"webgl\",n)||r.supportsContext(\"experimental-webgl\",n):r.getContext(\"webgl\",n)||r.getContext(\"experimental-webgl\",n)}(t);if(!r)return!1;var n=r.createShader(r.VERTEX_SHADER);return!(!n||r.isContextLost())&&(r.shaderSource(n,\"void main() {}\"),r.compileShader(n),!0===r.getShaderParameter(n,r.COMPILE_STATUS))}(r)),n[r]?void 0:\"insufficient WebGL support\"):\"insufficient Canvas/getImageData support\":\"insufficient ArrayBuffer support\":\"insufficient Uint8ClampedArray support\":\"insufficient worker support\":\"insufficient JSON support\":\"insufficient Object support\":\"insufficient Function support\":\"insufficent Array support\";var r}t.exports?t.exports=e:window&&(window.mapboxgl=window.mapboxgl||{},window.mapboxgl.supported=e,window.mapboxgl.notSupportedReason=r);var n={};e.webGLContextAttributes={antialias:!1,alpha:!0,stencil:!0,depth:!0}})),r={create:function(e,r,n){var a=t.window.document.createElement(e);return void 0!==r&&(a.className=r),n&&n.appendChild(a),a},createNS:function(e,r){return t.window.document.createElementNS(e,r)}},n=t.window.document.documentElement.style;function a(t){if(!n)return t[0];for(var e=0;e<t.length;e++)if(t[e]in n)return t[e];return t[0]}var i,o=a([\"userSelect\",\"MozUserSelect\",\"WebkitUserSelect\",\"msUserSelect\"]);r.disableDrag=function(){n&&o&&(i=n[o],n[o]=\"none\")},r.enableDrag=function(){n&&o&&(n[o]=i)};var s=a([\"transform\",\"WebkitTransform\"]);r.setTransform=function(t,e){t.style[s]=e};var l=!1;try{var c=Object.defineProperty({},\"passive\",{get:function(){l=!0}});t.window.addEventListener(\"test\",c,c),t.window.removeEventListener(\"test\",c,c)}catch(t){l=!1}r.addEventListener=function(t,e,r,n){void 0===n&&(n={}),t.addEventListener(e,r,\"passive\"in n&&l?n:n.capture)},r.removeEventListener=function(t,e,r,n){void 0===n&&(n={}),t.removeEventListener(e,r,\"passive\"in n&&l?n:n.capture)};var u=function(e){e.preventDefault(),e.stopPropagation(),t.window.removeEventListener(\"click\",u,!0)};function h(t){var e=t.userImage;return!!(e&&e.render&&e.render())&&(t.data.replace(new Uint8Array(e.data.buffer)),!0)}r.suppressClick=function(){t.window.addEventListener(\"click\",u,!0),t.window.setTimeout((function(){t.window.removeEventListener(\"click\",u,!0)}),0)},r.mousePos=function(e,r){var n=e.getBoundingClientRect();return new t.Point(r.clientX-n.left-e.clientLeft,r.clientY-n.top-e.clientTop)},r.touchPos=function(e,r){for(var n=e.getBoundingClientRect(),a=[],i=0;i<r.length;i++)a.push(new t.Point(r[i].clientX-n.left-e.clientLeft,r[i].clientY-n.top-e.clientTop));return a},r.mouseButton=function(e){return void 0!==t.window.InstallTrigger&&2===e.button&&e.ctrlKey&&t.window.navigator.platform.toUpperCase().indexOf(\"MAC\")>=0?0:e.button},r.remove=function(t){t.parentNode&&t.parentNode.removeChild(t)};var f=function(e){function r(){e.call(this),this.images={},this.updatedImages={},this.callbackDispatchedThisFrame={},this.loaded=!1,this.requestors=[],this.patterns={},this.atlasImage=new t.RGBAImage({width:1,height:1}),this.dirty=!0}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.isLoaded=function(){return this.loaded},r.prototype.setLoaded=function(t){if(this.loaded!==t&&(this.loaded=t,t)){for(var e=0,r=this.requestors;e<r.length;e+=1){var n=r[e];this._notify(n.ids,n.callback)}this.requestors=[]}},r.prototype.getImage=function(t){return this.images[t]},r.prototype.addImage=function(t,e){this._validate(t,e)&&(this.images[t]=e)},r.prototype._validate=function(e,r){var n=!0;return this._validateStretch(r.stretchX,r.data&&r.data.width)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchX\" value'))),n=!1),this._validateStretch(r.stretchY,r.data&&r.data.height)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchY\" value'))),n=!1),this._validateContent(r.content,r)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"content\" value'))),n=!1),n},r.prototype._validateStretch=function(t,e){if(!t)return!0;for(var r=0,n=0,a=t;n<a.length;n+=1){var i=a[n];if(i[0]<r||i[1]<i[0]||e<i[1])return!1;r=i[1]}return!0},r.prototype._validateContent=function(t,e){return!(t&&(4!==t.length||t[0]<0||e.data.width<t[0]||t[1]<0||e.data.height<t[1]||t[2]<0||e.data.width<t[2]||t[3]<0||e.data.height<t[3]||t[2]<t[0]||t[3]<t[1]))},r.prototype.updateImage=function(t,e){e.version=this.images[t].version+1,this.images[t]=e,this.updatedImages[t]=!0},r.prototype.removeImage=function(t){var e=this.images[t];delete this.images[t],delete this.patterns[t],e.userImage&&e.userImage.onRemove&&e.userImage.onRemove()},r.prototype.listImages=function(){return Object.keys(this.images)},r.prototype.getImages=function(t,e){var r=!0;if(!this.isLoaded())for(var n=0,a=t;n<a.length;n+=1)this.images[a[n]]||(r=!1);this.isLoaded()||r?this._notify(t,e):this.requestors.push({ids:t,callback:e})},r.prototype._notify=function(e,r){for(var n={},a=0,i=e;a<i.length;a+=1){var o=i[a];this.images[o]||this.fire(new t.Event(\"styleimagemissing\",{id:o}));var s=this.images[o];s?n[o]={data:s.data.clone(),pixelRatio:s.pixelRatio,sdf:s.sdf,version:s.version,stretchX:s.stretchX,stretchY:s.stretchY,content:s.content,hasRenderCallback:Boolean(s.userImage&&s.userImage.render)}:t.warnOnce('Image \"'+o+'\" could not be loaded. Please make sure you have added the image with map.addImage() or a \"sprite\" property in your style. You can provide missing images by listening for the \"styleimagemissing\" map event.')}r(null,n)},r.prototype.getPixelSize=function(){var t=this.atlasImage;return{width:t.width,height:t.height}},r.prototype.getPattern=function(e){var r=this.patterns[e],n=this.getImage(e);if(!n)return null;if(r&&r.position.version===n.version)return r.position;if(r)r.position.version=n.version;else{var a={w:n.data.width+2,h:n.data.height+2,x:0,y:0},i=new t.ImagePosition(a,n);this.patterns[e]={bin:a,position:i}}return this._updatePatternAtlas(),this.patterns[e].position},r.prototype.bind=function(e){var r=e.gl;this.atlasTexture?this.dirty&&(this.atlasTexture.update(this.atlasImage),this.dirty=!1):this.atlasTexture=new t.Texture(e,this.atlasImage,r.RGBA),this.atlasTexture.bind(r.LINEAR,r.CLAMP_TO_EDGE)},r.prototype._updatePatternAtlas=function(){var e=[];for(var r in this.patterns)e.push(this.patterns[r].bin);var n=t.potpack(e),a=n.w,i=n.h,o=this.atlasImage;for(var s in o.resize({width:a||1,height:i||1}),this.patterns){var l=this.patterns[s].bin,c=l.x+1,u=l.y+1,h=this.images[s].data,f=h.width,p=h.height;t.RGBAImage.copy(h,o,{x:0,y:0},{x:c,y:u},{width:f,height:p}),t.RGBAImage.copy(h,o,{x:0,y:p-1},{x:c,y:u-1},{width:f,height:1}),t.RGBAImage.copy(h,o,{x:0,y:0},{x:c,y:u+p},{width:f,height:1}),t.RGBAImage.copy(h,o,{x:f-1,y:0},{x:c-1,y:u},{width:1,height:p}),t.RGBAImage.copy(h,o,{x:0,y:0},{x:c+f,y:u},{width:1,height:p})}this.dirty=!0},r.prototype.beginFrame=function(){this.callbackDispatchedThisFrame={}},r.prototype.dispatchRenderCallbacks=function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e];if(!this.callbackDispatchedThisFrame[n]){this.callbackDispatchedThisFrame[n]=!0;var a=this.images[n];h(a)&&this.updateImage(n,a)}}},r}(t.Evented),p=m,d=m,g=1e20;function m(t,e,r,n,a,i){this.fontSize=t||24,this.buffer=void 0===e?3:e,this.cutoff=n||.25,this.fontFamily=a||\"sans-serif\",this.fontWeight=i||\"normal\",this.radius=r||8;var o=this.size=this.fontSize+2*this.buffer;this.canvas=document.createElement(\"canvas\"),this.canvas.width=this.canvas.height=o,this.ctx=this.canvas.getContext(\"2d\"),this.ctx.font=this.fontWeight+\" \"+this.fontSize+\"px \"+this.fontFamily,this.ctx.textBaseline=\"middle\",this.ctx.fillStyle=\"black\",this.gridOuter=new Float64Array(o*o),this.gridInner=new Float64Array(o*o),this.f=new Float64Array(o),this.d=new Float64Array(o),this.z=new Float64Array(o+1),this.v=new Int16Array(o),this.middle=Math.round(o/2*(navigator.userAgent.indexOf(\"Gecko/\")>=0?1.2:1))}function v(t,e,r,n,a,i,o){for(var s=0;s<e;s++){for(var l=0;l<r;l++)n[l]=t[l*e+s];for(y(n,a,i,o,r),l=0;l<r;l++)t[l*e+s]=a[l]}for(l=0;l<r;l++){for(s=0;s<e;s++)n[s]=t[l*e+s];for(y(n,a,i,o,e),s=0;s<e;s++)t[l*e+s]=Math.sqrt(a[s])}}function y(t,e,r,n,a){r[0]=0,n[0]=-g,n[1]=+g;for(var i=1,o=0;i<a;i++){for(var s=(t[i]+i*i-(t[r[o]]+r[o]*r[o]))/(2*i-2*r[o]);s<=n[o];)o--,s=(t[i]+i*i-(t[r[o]]+r[o]*r[o]))/(2*i-2*r[o]);r[++o]=i,n[o]=s,n[o+1]=+g}for(i=0,o=0;i<a;i++){for(;n[o+1]<i;)o++;e[i]=(i-r[o])*(i-r[o])+t[r[o]]}}m.prototype.draw=function(t){this.ctx.clearRect(0,0,this.size,this.size),this.ctx.fillText(t,this.buffer,this.middle);for(var e=this.ctx.getImageData(0,0,this.size,this.size),r=new Uint8ClampedArray(this.size*this.size),n=0;n<this.size*this.size;n++){var a=e.data[4*n+3]/255;this.gridOuter[n]=1===a?0:0===a?g:Math.pow(Math.max(0,.5-a),2),this.gridInner[n]=1===a?g:0===a?0:Math.pow(Math.max(0,a-.5),2)}for(v(this.gridOuter,this.size,this.size,this.f,this.d,this.v,this.z),v(this.gridInner,this.size,this.size,this.f,this.d,this.v,this.z),n=0;n<this.size*this.size;n++)r[n]=Math.max(0,Math.min(255,Math.round(255-255*((this.gridOuter[n]-this.gridInner[n])/this.radius+this.cutoff))));return r},p.default=d;var x=function(t,e){this.requestManager=t,this.localIdeographFontFamily=e,this.entries={}};x.prototype.setURL=function(t){this.url=t},x.prototype.getGlyphs=function(e,r){var n=this,a=[];for(var i in e)for(var o=0,s=e[i];o<s.length;o+=1)a.push({stack:i,id:s[o]});t.asyncAll(a,(function(t,e){var r=t.stack,a=t.id,i=n.entries[r];i||(i=n.entries[r]={glyphs:{},requests:{},ranges:{}});var o=i.glyphs[a];if(void 0===o){if(o=n._tinySDF(i,r,a))return i.glyphs[a]=o,void e(null,{stack:r,id:a,glyph:o});var s=Math.floor(a/256);if(256*s>65535)e(new Error(\"glyphs > 65535 not supported\"));else if(i.ranges[s])e(null,{stack:r,id:a,glyph:o});else{var l=i.requests[s];l||(l=i.requests[s]=[],x.loadGlyphRange(r,s,n.url,n.requestManager,(function(t,e){if(e){for(var r in e)n._doesCharSupportLocalGlyph(+r)||(i.glyphs[+r]=e[+r]);i.ranges[s]=!0}for(var a=0,o=l;a<o.length;a+=1)(0,o[a])(t,e);delete i.requests[s]}))),l.push((function(t,n){t?e(t):n&&e(null,{stack:r,id:a,glyph:n[a]||null})}))}}else e(null,{stack:r,id:a,glyph:o})}),(function(t,e){if(t)r(t);else if(e){for(var n={},a=0,i=e;a<i.length;a+=1){var o=i[a],s=o.stack,l=o.id,c=o.glyph;(n[s]||(n[s]={}))[l]=c&&{id:c.id,bitmap:c.bitmap.clone(),metrics:c.metrics}}r(null,n)}}))},x.prototype._doesCharSupportLocalGlyph=function(e){return!!this.localIdeographFontFamily&&(t.isChar[\"CJK Unified Ideographs\"](e)||t.isChar[\"Hangul Syllables\"](e)||t.isChar.Hiragana(e)||t.isChar.Katakana(e))},x.prototype._tinySDF=function(e,r,n){var a=this.localIdeographFontFamily;if(a&&this._doesCharSupportLocalGlyph(n)){var i=e.tinySDF;if(!i){var o=\"400\";/bold/i.test(r)?o=\"900\":/medium/i.test(r)?o=\"500\":/light/i.test(r)&&(o=\"200\"),i=e.tinySDF=new x.TinySDF(24,3,8,.25,a,o)}return{id:n,bitmap:new t.AlphaImage({width:30,height:30},i.draw(String.fromCharCode(n))),metrics:{width:24,height:24,left:0,top:-8,advance:24}}}},x.loadGlyphRange=function(e,r,n,a,i){var o=256*r,s=o+255,l=a.transformRequest(a.normalizeGlyphsURL(n).replace(\"{fontstack}\",e).replace(\"{range}\",o+\"-\"+s),t.ResourceType.Glyphs);t.getArrayBuffer(l,(function(e,r){if(e)i(e);else if(r){for(var n={},a=0,o=t.parseGlyphPBF(r);a<o.length;a+=1){var s=o[a];n[s.id]=s}i(null,n)}}))},x.TinySDF=p;var b=function(){this.specification=t.styleSpec.light.position};b.prototype.possiblyEvaluate=function(e,r){return t.sphericalToCartesian(e.expression.evaluate(r))},b.prototype.interpolate=function(e,r,n){return{x:t.number(e.x,r.x,n),y:t.number(e.y,r.y,n),z:t.number(e.z,r.z,n)}};var _=new t.Properties({anchor:new t.DataConstantProperty(t.styleSpec.light.anchor),position:new b,color:new t.DataConstantProperty(t.styleSpec.light.color),intensity:new t.DataConstantProperty(t.styleSpec.light.intensity)}),w=function(e){function r(r){e.call(this),this._transitionable=new t.Transitionable(_),this.setLight(r),this._transitioning=this._transitionable.untransitioned()}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.getLight=function(){return this._transitionable.serialize()},r.prototype.setLight=function(e,r){if(void 0===r&&(r={}),!this._validate(t.validateLight,e,r))for(var n in e){var a=e[n];t.endsWith(n,\"-transition\")?this._transitionable.setTransition(n.slice(0,-\"-transition\".length),a):this._transitionable.setValue(n,a)}},r.prototype.updateTransitions=function(t){this._transitioning=this._transitionable.transitioned(t,this._transitioning)},r.prototype.hasTransition=function(){return this._transitioning.hasTransition()},r.prototype.recalculate=function(t){this.properties=this._transitioning.possiblyEvaluate(t)},r.prototype._validate=function(e,r,n){return(!n||!1!==n.validate)&&t.emitValidationErrors(this,e.call(t.validateStyle,t.extend({value:r,style:{glyphs:!0,sprite:!0},styleSpec:t.styleSpec})))},r}(t.Evented),T=function(t,e){this.width=t,this.height=e,this.nextRow=0,this.data=new Uint8Array(this.width*this.height),this.dashEntry={}};T.prototype.getDash=function(t,e){var r=t.join(\",\")+String(e);return this.dashEntry[r]||(this.dashEntry[r]=this.addDash(t,e)),this.dashEntry[r]},T.prototype.getDashRanges=function(t,e,r){var n=[],a=t.length%2==1?-t[t.length-1]*r:0,i=t[0]*r,o=!0;n.push({left:a,right:i,isDash:o,zeroLength:0===t[0]});for(var s=t[0],l=1;l<t.length;l++){var c=t[l];n.push({left:a=s*r,right:i=(s+=c)*r,isDash:o=!o,zeroLength:0===c})}return n},T.prototype.addRoundDash=function(t,e,r){for(var n=e/2,a=-r;a<=r;a++)for(var i=this.width*(this.nextRow+r+a),o=0,s=t[o],l=0;l<this.width;l++){l/s.right>1&&(s=t[++o]);var c=Math.abs(l-s.left),u=Math.abs(l-s.right),h=Math.min(c,u),f=void 0,p=a/r*(n+1);if(s.isDash){var d=n-Math.abs(p);f=Math.sqrt(h*h+d*d)}else f=n-Math.sqrt(h*h+p*p);this.data[i+l]=Math.max(0,Math.min(255,f+128))}},T.prototype.addRegularDash=function(t){for(var e=t.length-1;e>=0;--e){var r=t[e],n=t[e+1];r.zeroLength?t.splice(e,1):n&&n.isDash===r.isDash&&(n.left=r.left,t.splice(e,1))}var a=t[0],i=t[t.length-1];a.isDash===i.isDash&&(a.left=i.left-this.width,i.right=a.right+this.width);for(var o=this.width*this.nextRow,s=0,l=t[s],c=0;c<this.width;c++){c/l.right>1&&(l=t[++s]);var u=Math.abs(c-l.left),h=Math.abs(c-l.right),f=Math.min(u,h);this.data[o+c]=Math.max(0,Math.min(255,(l.isDash?f:-f)+128))}},T.prototype.addDash=function(e,r){var n=r?7:0,a=2*n+1;if(this.nextRow+a>this.height)return t.warnOnce(\"LineAtlas out of space\"),null;for(var i=0,o=0;o<e.length;o++)i+=e[o];if(0!==i){var s=this.width/i,l=this.getDashRanges(e,this.width,s);r?this.addRoundDash(l,s,n):this.addRegularDash(l)}var c={y:(this.nextRow+n+.5)/this.height,height:2*n/this.height,width:i};return this.nextRow+=a,this.dirty=!0,c},T.prototype.bind=function(t){var e=t.gl;this.texture?(e.bindTexture(e.TEXTURE_2D,this.texture),this.dirty&&(this.dirty=!1,e.texSubImage2D(e.TEXTURE_2D,0,0,0,this.width,this.height,e.ALPHA,e.UNSIGNED_BYTE,this.data))):(this.texture=e.createTexture(),e.bindTexture(e.TEXTURE_2D,this.texture),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_S,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_T,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,e.LINEAR),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,e.LINEAR),e.texImage2D(e.TEXTURE_2D,0,e.ALPHA,this.width,this.height,0,e.ALPHA,e.UNSIGNED_BYTE,this.data))};var k=function e(r,n){this.workerPool=r,this.actors=[],this.currentActor=0,this.id=t.uniqueId();for(var a=this.workerPool.acquire(this.id),i=0;i<a.length;i++){var o=new e.Actor(a[i],n,this.id);o.name=\"Worker \"+i,this.actors.push(o)}};function M(e,r,n){var a=function(a,i){if(a)return n(a);if(i){var o=t.pick(t.extend(i,e),[\"tiles\",\"minzoom\",\"maxzoom\",\"attribution\",\"mapbox_logo\",\"bounds\",\"scheme\",\"tileSize\",\"encoding\"]);i.vector_layers&&(o.vectorLayers=i.vector_layers,o.vectorLayerIds=o.vectorLayers.map((function(t){return t.id}))),o.tiles=r.canonicalizeTileset(o,e.url),n(null,o)}};return e.url?t.getJSON(r.transformRequest(r.normalizeSourceURL(e.url),t.ResourceType.Source),a):t.browser.frame((function(){return a(null,e)}))}k.prototype.broadcast=function(e,r,n){t.asyncAll(this.actors,(function(t,n){t.send(e,r,n)}),n=n||function(){})},k.prototype.getActor=function(){return this.currentActor=(this.currentActor+1)%this.actors.length,this.actors[this.currentActor]},k.prototype.remove=function(){this.actors.forEach((function(t){t.remove()})),this.actors=[],this.workerPool.release(this.id)},k.Actor=t.Actor;var A=function(e,r,n){this.bounds=t.LngLatBounds.convert(this.validateBounds(e)),this.minzoom=r||0,this.maxzoom=n||24};A.prototype.validateBounds=function(t){return Array.isArray(t)&&4===t.length?[Math.max(-180,t[0]),Math.max(-90,t[1]),Math.min(180,t[2]),Math.min(90,t[3])]:[-180,-90,180,90]},A.prototype.contains=function(e){var r=Math.pow(2,e.z),n=Math.floor(t.mercatorXfromLng(this.bounds.getWest())*r),a=Math.floor(t.mercatorYfromLat(this.bounds.getNorth())*r),i=Math.ceil(t.mercatorXfromLng(this.bounds.getEast())*r),o=Math.ceil(t.mercatorYfromLat(this.bounds.getSouth())*r);return e.x>=n&&e.x<i&&e.y>=a&&e.y<o};var S=function(e){function r(r,n,a,i){if(e.call(this),this.id=r,this.dispatcher=a,this.type=\"vector\",this.minzoom=0,this.maxzoom=22,this.scheme=\"xyz\",this.tileSize=512,this.reparseOverscaled=!0,this.isTileClipped=!0,this._loaded=!1,t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\",\"promoteId\"])),this._options=t.extend({type:\"vector\"},n),this._collectResourceTiming=n.collectResourceTiming,512!==this.tileSize)throw new Error(\"vector tile sources must have a tileSize of 512\");this.setEventedParent(i)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new A(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles,e.map._requestManager._customAccessToken),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken,e.map._requestManager._customAccessToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme)),a={request:this.map._requestManager.transformRequest(n,t.ResourceType.Tile),uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,tileSize:this.tileSize*e.tileID.overscaleFactor(),type:this.type,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};function i(n,a){return delete e.request,e.aborted?r(null):n&&404!==n.status?r(n):(a&&a.resourceTiming&&(e.resourceTiming=a.resourceTiming),this.map._refreshExpiredTiles&&a&&e.setExpiryData(a),e.loadVectorData(a,this.map.painter),t.cacheEntryPossiblyAdded(this.dispatcher),r(null),void(e.reloadCallback&&(this.loadTile(e,e.reloadCallback),e.reloadCallback=null)))}a.request.collectResourceTiming=this._collectResourceTiming,e.actor&&\"expired\"!==e.state?\"loading\"===e.state?e.reloadCallback=r:e.request=e.actor.send(\"reloadTile\",a,i.bind(this)):(e.actor=this.dispatcher.getActor(),e.request=e.actor.send(\"loadTile\",a,i.bind(this)))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.actor&&t.actor.send(\"abortTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.unloadTile=function(t){t.unloadVectorData(),t.actor&&t.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.hasTransition=function(){return!1},r}(t.Evented),E=function(e){function r(r,n,a,i){e.call(this),this.id=r,this.dispatcher=a,this.setEventedParent(i),this.type=\"raster\",this.minzoom=0,this.maxzoom=22,this.roundZoom=!0,this.scheme=\"xyz\",this.tileSize=512,this._loaded=!1,this._options=t.extend({type:\"raster\"},n),t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\"]))}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new A(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.loadTile=function(e,r){var n=this,a=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);e.request=t.getImage(this.map._requestManager.transformRequest(a,t.ResourceType.Tile),(function(a,i){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(a)e.state=\"errored\",r(a);else if(i){n.map._refreshExpiredTiles&&e.setExpiryData(i),delete i.cacheControl,delete i.expires;var o=n.map.painter.context,s=o.gl;e.texture=n.map.painter.getTileTexture(i.width),e.texture?e.texture.update(i,{useMipmap:!0}):(e.texture=new t.Texture(o,i,s.RGBA,{useMipmap:!0}),e.texture.bind(s.LINEAR,s.CLAMP_TO_EDGE,s.LINEAR_MIPMAP_NEAREST),o.extTextureFilterAnisotropic&&s.texParameterf(s.TEXTURE_2D,o.extTextureFilterAnisotropic.TEXTURE_MAX_ANISOTROPY_EXT,o.extTextureFilterAnisotropicMax)),e.state=\"loaded\",t.cacheEntryPossiblyAdded(n.dispatcher),r(null)}}))},r.prototype.abortTile=function(t,e){t.request&&(t.request.cancel(),delete t.request),e()},r.prototype.unloadTile=function(t,e){t.texture&&this.map.painter.saveTileTexture(t.texture),e()},r.prototype.hasTransition=function(){return!1},r}(t.Evented),C=function(e){function r(r,n,a,i){e.call(this,r,n,a,i),this.type=\"raster-dem\",this.maxzoom=22,this._options=t.extend({type:\"raster-dem\"},n),this.encoding=n.encoding||\"mapbox\"}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.serialize=function(){return{type:\"raster-dem\",url:this.url,tileSize:this.tileSize,tiles:this.tiles,bounds:this.bounds,encoding:this.encoding}},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);function a(t,n){t&&(e.state=\"errored\",r(t)),n&&(e.dem=n,e.needsHillshadePrepare=!0,e.state=\"loaded\",r(null))}e.request=t.getImage(this.map._requestManager.transformRequest(n,t.ResourceType.Tile),function(n,i){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(n)e.state=\"errored\",r(n);else if(i){this.map._refreshExpiredTiles&&e.setExpiryData(i),delete i.cacheControl,delete i.expires;var o=t.window.ImageBitmap&&i instanceof t.window.ImageBitmap&&t.offscreenCanvasSupported()?i:t.browser.getImageData(i,1),s={uid:e.uid,coord:e.tileID,source:this.id,rawImageData:o,encoding:this.encoding};e.actor&&\"expired\"!==e.state||(e.actor=this.dispatcher.getActor(),e.actor.send(\"loadDEMTile\",s,a.bind(this)))}}.bind(this)),e.neighboringTiles=this._getNeighboringTiles(e.tileID)},r.prototype._getNeighboringTiles=function(e){var r=e.canonical,n=Math.pow(2,r.z),a=(r.x-1+n)%n,i=0===r.x?e.wrap-1:e.wrap,o=(r.x+1+n)%n,s=r.x+1===n?e.wrap+1:e.wrap,l={};return l[new t.OverscaledTileID(e.overscaledZ,i,r.z,a,r.y).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y).key]={backfilled:!1},r.y>0&&(l[new t.OverscaledTileID(e.overscaledZ,i,r.z,a,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y-1).key]={backfilled:!1}),r.y+1<n&&(l[new t.OverscaledTileID(e.overscaledZ,i,r.z,a,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y+1).key]={backfilled:!1}),l},r.prototype.unloadTile=function(t){t.demTexture&&this.map.painter.saveTileTexture(t.demTexture),t.fbo&&(t.fbo.destroy(),delete t.fbo),t.dem&&delete t.dem,delete t.neighboringTiles,t.state=\"unloaded\",t.actor&&t.actor.send(\"removeDEMTile\",{uid:t.uid,source:this.id})},r}(E),L=function(e){function r(r,n,a,i){e.call(this),this.id=r,this.type=\"geojson\",this.minzoom=0,this.maxzoom=18,this.tileSize=512,this.isTileClipped=!0,this.reparseOverscaled=!0,this._removed=!1,this._loaded=!1,this.actor=a.getActor(),this.setEventedParent(i),this._data=n.data,this._options=t.extend({},n),this._collectResourceTiming=n.collectResourceTiming,this._resourceTiming=[],void 0!==n.maxzoom&&(this.maxzoom=n.maxzoom),n.type&&(this.type=n.type),n.attribution&&(this.attribution=n.attribution),this.promoteId=n.promoteId;var o=t.EXTENT/this.tileSize;this.workerOptions=t.extend({source:this.id,cluster:n.cluster||!1,geojsonVtOptions:{buffer:(void 0!==n.buffer?n.buffer:128)*o,tolerance:(void 0!==n.tolerance?n.tolerance:.375)*o,extent:t.EXTENT,maxZoom:this.maxzoom,lineMetrics:n.lineMetrics||!1,generateId:n.generateId||!1},superclusterOptions:{maxZoom:void 0!==n.clusterMaxZoom?Math.min(n.clusterMaxZoom,this.maxzoom-1):this.maxzoom-1,extent:t.EXTENT,radius:(n.clusterRadius||50)*o,log:!1,generateId:n.generateId||!1},clusterProperties:n.clusterProperties},n.workerOptions)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){var e=this;this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(r){if(r)e.fire(new t.ErrorEvent(r));else{var n={dataType:\"source\",sourceDataType:\"metadata\"};e._collectResourceTiming&&e._resourceTiming&&e._resourceTiming.length>0&&(n.resourceTiming=e._resourceTiming,e._resourceTiming=[]),e.fire(new t.Event(\"data\",n))}}))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setData=function(e){var r=this;return this._data=e,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(e){if(e)r.fire(new t.ErrorEvent(e));else{var n={dataType:\"source\",sourceDataType:\"content\"};r._collectResourceTiming&&r._resourceTiming&&r._resourceTiming.length>0&&(n.resourceTiming=r._resourceTiming,r._resourceTiming=[]),r.fire(new t.Event(\"data\",n))}})),this},r.prototype.getClusterExpansionZoom=function(t,e){return this.actor.send(\"geojson.getClusterExpansionZoom\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterChildren=function(t,e){return this.actor.send(\"geojson.getClusterChildren\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterLeaves=function(t,e,r,n){return this.actor.send(\"geojson.getClusterLeaves\",{source:this.id,clusterId:t,limit:e,offset:r},n),this},r.prototype._updateWorkerData=function(e){var r=this;this._loaded=!1;var n=t.extend({},this.workerOptions),a=this._data;\"string\"==typeof a?(n.request=this.map._requestManager.transformRequest(t.browser.resolveURL(a),t.ResourceType.Source),n.request.collectResourceTiming=this._collectResourceTiming):n.data=JSON.stringify(a),this.actor.send(this.type+\".loadData\",n,(function(t,a){r._removed||a&&a.abandoned||(r._loaded=!0,a&&a.resourceTiming&&a.resourceTiming[r.id]&&(r._resourceTiming=a.resourceTiming[r.id].slice(0)),r.actor.send(r.type+\".coalesce\",{source:n.source},null),e(t))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.loadTile=function(e,r){var n=this,a=e.actor?\"reloadTile\":\"loadTile\";e.actor=this.actor,e.request=this.actor.send(a,{type:this.type,uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,maxZoom:this.maxzoom,tileSize:this.tileSize,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId},(function(t,i){return delete e.request,e.unloadVectorData(),e.aborted?r(null):t?r(t):(e.loadVectorData(i,n.map.painter,\"reloadTile\"===a),r(null))}))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.aborted=!0},r.prototype.unloadTile=function(t){t.unloadVectorData(),this.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id})},r.prototype.onRemove=function(){this._removed=!0,this.actor.send(\"removeSource\",{type:this.type,source:this.id})},r.prototype.serialize=function(){return t.extend({},this._options,{type:this.type,data:this._data})},r.prototype.hasTransition=function(){return!1},r}(t.Evented),P=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2},{name:\"a_texture_pos\",type:\"Int16\",components:2}]),I=function(e){function r(t,r,n,a){e.call(this),this.id=t,this.dispatcher=n,this.coordinates=r.coordinates,this.type=\"image\",this.minzoom=0,this.maxzoom=22,this.tileSize=512,this.tiles={},this._loaded=!1,this.setEventedParent(a),this.options=r}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(e,r){var n=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this.url=this.options.url,t.getImage(this.map._requestManager.transformRequest(this.url,t.ResourceType.Image),(function(a,i){n._loaded=!0,a?n.fire(new t.ErrorEvent(a)):i&&(n.image=i,e&&(n.coordinates=e),r&&r(),n._finishLoading())}))},r.prototype.loaded=function(){return this._loaded},r.prototype.updateImage=function(t){var e=this;return this.image&&t.url?(this.options.url=t.url,this.load(t.coordinates,(function(){e.texture=null})),this):this},r.prototype._finishLoading=function(){this.map&&(this.setCoordinates(this.coordinates),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setCoordinates=function(e){var r=this;this.coordinates=e;var n=e.map(t.MercatorCoordinate.fromLngLat);this.tileID=function(e){for(var r=1/0,n=1/0,a=-1/0,i=-1/0,o=0,s=e;o<s.length;o+=1){var l=s[o];r=Math.min(r,l.x),n=Math.min(n,l.y),a=Math.max(a,l.x),i=Math.max(i,l.y)}var c=Math.max(a-r,i-n),u=Math.max(0,Math.floor(-Math.log(c)/Math.LN2)),h=Math.pow(2,u);return new t.CanonicalTileID(u,Math.floor((r+a)/2*h),Math.floor((n+i)/2*h))}(n),this.minzoom=this.maxzoom=this.tileID.z;var a=n.map((function(t){return r.tileID.getTilePoint(t)._round()}));return this._boundsArray=new t.StructArrayLayout4i8,this._boundsArray.emplaceBack(a[0].x,a[0].y,0,0),this._boundsArray.emplaceBack(a[1].x,a[1].y,t.EXTENT,0),this._boundsArray.emplaceBack(a[3].x,a[3].y,0,t.EXTENT),this._boundsArray.emplaceBack(a[2].x,a[2].y,t.EXTENT,t.EXTENT),this.boundsBuffer&&(this.boundsBuffer.destroy(),delete this.boundsBuffer),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})),this},r.prototype.prepare=function(){if(0!==Object.keys(this.tiles).length&&this.image){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture||(this.texture=new t.Texture(e,this.image,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var a=this.tiles[n];\"loaded\"!==a.state&&(a.state=\"loaded\",a.texture=this.texture)}}},r.prototype.loadTile=function(t,e){this.tileID&&this.tileID.equals(t.tileID.canonical)?(this.tiles[String(t.tileID.wrap)]=t,t.buckets={},e(null)):(t.state=\"errored\",e(null))},r.prototype.serialize=function(){return{type:\"image\",url:this.options.url,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return!1},r}(t.Evented),z=function(e){function r(t,r,n,a){e.call(this,t,r,n,a),this.roundZoom=!0,this.type=\"video\",this.options=r}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1;var r=this.options;this.urls=[];for(var n=0,a=r.urls;n<a.length;n+=1)this.urls.push(this.map._requestManager.transformRequest(a[n],t.ResourceType.Source).url);t.getVideo(this.urls,(function(r,n){e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(e.video=n,e.video.loop=!0,e.video.addEventListener(\"playing\",(function(){e.map.triggerRepaint()})),e.map&&e.video.play(),e._finishLoading())}))},r.prototype.pause=function(){this.video&&this.video.pause()},r.prototype.play=function(){this.video&&this.video.play()},r.prototype.seek=function(e){if(this.video){var r=this.video.seekable;e<r.start(0)||e>r.end(0)?this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+this.id,null,\"Playback for this video can be set only between the \"+r.start(0)+\" and \"+r.end(0)+\"-second mark.\"))):this.video.currentTime=e}},r.prototype.getVideo=function(){return this.video},r.prototype.onAdd=function(t){this.map||(this.map=t,this.load(),this.video&&(this.video.play(),this.setCoordinates(this.coordinates)))},r.prototype.prepare=function(){if(!(0===Object.keys(this.tiles).length||this.video.readyState<2)){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?this.video.paused||(this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE),r.texSubImage2D(r.TEXTURE_2D,0,0,0,r.RGBA,r.UNSIGNED_BYTE,this.video)):(this.texture=new t.Texture(e,this.video,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var a=this.tiles[n];\"loaded\"!==a.state&&(a.state=\"loaded\",a.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"video\",urls:this.urls,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this.video&&!this.video.paused},r}(I),O=function(e){function r(r,n,a,i){e.call(this,r,n,a,i),n.coordinates?Array.isArray(n.coordinates)&&4===n.coordinates.length&&!n.coordinates.some((function(t){return!Array.isArray(t)||2!==t.length||t.some((function(t){return\"number\"!=typeof t}))}))||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"coordinates\" property must be an array of 4 longitude/latitude array pairs'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"coordinates\"'))),n.animate&&\"boolean\"!=typeof n.animate&&this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'optional \"animate\" property must be a boolean value'))),n.canvas?\"string\"==typeof n.canvas||n.canvas instanceof t.window.HTMLCanvasElement||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"canvas\" must be either a string representing the ID of the canvas element from which to read, or an HTMLCanvasElement instance'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"canvas\"'))),this.options=n,this.animate=void 0===n.animate||n.animate}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){this._loaded=!0,this.canvas||(this.canvas=this.options.canvas instanceof t.window.HTMLCanvasElement?this.options.canvas:t.window.document.getElementById(this.options.canvas)),this.width=this.canvas.width,this.height=this.canvas.height,this._hasInvalidDimensions()?this.fire(new t.ErrorEvent(new Error(\"Canvas dimensions cannot be less than or equal to zero.\"))):(this.play=function(){this._playing=!0,this.map.triggerRepaint()},this.pause=function(){this._playing&&(this.prepare(),this._playing=!1)},this._finishLoading())},r.prototype.getCanvas=function(){return this.canvas},r.prototype.onAdd=function(t){this.map=t,this.load(),this.canvas&&this.animate&&this.play()},r.prototype.onRemove=function(){this.pause()},r.prototype.prepare=function(){var e=!1;if(this.canvas.width!==this.width&&(this.width=this.canvas.width,e=!0),this.canvas.height!==this.height&&(this.height=this.canvas.height,e=!0),!this._hasInvalidDimensions()&&0!==Object.keys(this.tiles).length){var r=this.map.painter.context,n=r.gl;for(var a in this.boundsBuffer||(this.boundsBuffer=r.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?(e||this._playing)&&this.texture.update(this.canvas,{premultiply:!0}):this.texture=new t.Texture(r,this.canvas,n.RGBA,{premultiply:!0}),this.tiles){var i=this.tiles[a];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"canvas\",coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this._playing},r.prototype._hasInvalidDimensions=function(){for(var t=0,e=[this.canvas.width,this.canvas.height];t<e.length;t+=1){var r=e[t];if(isNaN(r)||r<=0)return!0}return!1},r}(I),D={vector:S,raster:E,\"raster-dem\":C,geojson:L,video:z,image:I,canvas:O};function R(e,r){var n=t.identity([]);return t.translate(n,n,[1,1,0]),t.scale(n,n,[.5*e.width,.5*e.height,1]),t.multiply(n,n,e.calculatePosMatrix(r.toUnwrapped()))}function F(t,e,r,n,a,i){var o=function(t,e,r){if(t)for(var n=0,a=t;n<a.length;n+=1){var i=e[a[n]];if(i&&i.source===r&&\"fill-extrusion\"===i.type)return!0}else for(var o in e){var s=e[o];if(s.source===r&&\"fill-extrusion\"===s.type)return!0}return!1}(a&&a.layers,e,t.id),s=i.maxPitchScaleFactor(),l=t.tilesIn(n,s,o);l.sort(B);for(var c=[],u=0,h=l;u<h.length;u+=1){var f=h[u];c.push({wrappedTileID:f.tileID.wrapped().key,queryResults:f.tile.queryRenderedFeatures(e,r,t._state,f.queryGeometry,f.cameraQueryGeometry,f.scale,a,i,s,R(t.transform,f.tileID))})}var p=function(t){for(var e={},r={},n=0,a=t;n<a.length;n+=1){var i=a[n],o=i.queryResults,s=i.wrappedTileID,l=r[s]=r[s]||{};for(var c in o)for(var u=o[c],h=l[c]=l[c]||{},f=e[c]=e[c]||[],p=0,d=u;p<d.length;p+=1){var g=d[p];h[g.featureIndex]||(h[g.featureIndex]=!0,f.push(g))}}return e}(c);for(var d in p)p[d].forEach((function(e){var r=e.feature,n=t.getFeatureState(r.layer[\"source-layer\"],r.id);r.source=r.layer.source,r.layer[\"source-layer\"]&&(r.sourceLayer=r.layer[\"source-layer\"]),r.state=n}));return p}function B(t,e){var r=t.tileID,n=e.tileID;return r.overscaledZ-n.overscaledZ||r.canonical.y-n.canonical.y||r.wrap-n.wrap||r.canonical.x-n.canonical.x}var N=function(t,e){this.max=t,this.onRemove=e,this.reset()};N.prototype.reset=function(){for(var t in this.data)for(var e=0,r=this.data[t];e<r.length;e+=1){var n=r[e];n.timeout&&clearTimeout(n.timeout),this.onRemove(n.value)}return this.data={},this.order=[],this},N.prototype.add=function(t,e,r){var n=this,a=t.wrapped().key;void 0===this.data[a]&&(this.data[a]=[]);var i={value:e,timeout:void 0};if(void 0!==r&&(i.timeout=setTimeout((function(){n.remove(t,i)}),r)),this.data[a].push(i),this.order.push(a),this.order.length>this.max){var o=this._getAndRemoveByKey(this.order[0]);o&&this.onRemove(o)}return this},N.prototype.has=function(t){return t.wrapped().key in this.data},N.prototype.getAndRemove=function(t){return this.has(t)?this._getAndRemoveByKey(t.wrapped().key):null},N.prototype._getAndRemoveByKey=function(t){var e=this.data[t].shift();return e.timeout&&clearTimeout(e.timeout),0===this.data[t].length&&delete this.data[t],this.order.splice(this.order.indexOf(t),1),e.value},N.prototype.getByKey=function(t){var e=this.data[t];return e?e[0].value:null},N.prototype.get=function(t){return this.has(t)?this.data[t.wrapped().key][0].value:null},N.prototype.remove=function(t,e){if(!this.has(t))return this;var r=t.wrapped().key,n=void 0===e?0:this.data[r].indexOf(e),a=this.data[r][n];return this.data[r].splice(n,1),a.timeout&&clearTimeout(a.timeout),0===this.data[r].length&&delete this.data[r],this.onRemove(a.value),this.order.splice(this.order.indexOf(r),1),this},N.prototype.setMaxSize=function(t){for(this.max=t;this.order.length>this.max;){var e=this._getAndRemoveByKey(this.order[0]);e&&this.onRemove(e)}return this},N.prototype.filter=function(t){var e=[];for(var r in this.data)for(var n=0,a=this.data[r];n<a.length;n+=1){var i=a[n];t(i.value)||e.push(i)}for(var o=0,s=e;o<s.length;o+=1){var l=s[o];this.remove(l.value.tileID,l)}};var j=function(t,e,r){this.context=t;var n=t.gl;this.buffer=n.createBuffer(),this.dynamicDraw=Boolean(r),this.context.unbindVAO(),t.bindElementBuffer.set(this.buffer),n.bufferData(n.ELEMENT_ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?n.DYNAMIC_DRAW:n.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer};j.prototype.bind=function(){this.context.bindElementBuffer.set(this.buffer)},j.prototype.updateData=function(t){var e=this.context.gl;this.context.unbindVAO(),this.bind(),e.bufferSubData(e.ELEMENT_ARRAY_BUFFER,0,t.arrayBuffer)},j.prototype.destroy=function(){this.buffer&&(this.context.gl.deleteBuffer(this.buffer),delete this.buffer)};var U={Int8:\"BYTE\",Uint8:\"UNSIGNED_BYTE\",Int16:\"SHORT\",Uint16:\"UNSIGNED_SHORT\",Int32:\"INT\",Uint32:\"UNSIGNED_INT\",Float32:\"FLOAT\"},V=function(t,e,r,n){this.length=e.length,this.attributes=r,this.itemSize=e.bytesPerElement,this.dynamicDraw=n,this.context=t;var a=t.gl;this.buffer=a.createBuffer(),t.bindVertexBuffer.set(this.buffer),a.bufferData(a.ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?a.DYNAMIC_DRAW:a.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer};V.prototype.bind=function(){this.context.bindVertexBuffer.set(this.buffer)},V.prototype.updateData=function(t){var e=this.context.gl;this.bind(),e.bufferSubData(e.ARRAY_BUFFER,0,t.arrayBuffer)},V.prototype.enableAttributes=function(t,e){for(var r=0;r<this.attributes.length;r++){var n=e.attributes[this.attributes[r].name];void 0!==n&&t.enableVertexAttribArray(n)}},V.prototype.setVertexAttribPointers=function(t,e,r){for(var n=0;n<this.attributes.length;n++){var a=this.attributes[n],i=e.attributes[a.name];void 0!==i&&t.vertexAttribPointer(i,a.components,t[U[a.type]],!1,this.itemSize,a.offset+this.itemSize*(r||0))}},V.prototype.destroy=function(){this.buffer&&(this.context.gl.deleteBuffer(this.buffer),delete this.buffer)};var q=function(t){this.gl=t.gl,this.default=this.getDefault(),this.current=this.default,this.dirty=!1};q.prototype.get=function(){return this.current},q.prototype.set=function(t){},q.prototype.getDefault=function(){return this.default},q.prototype.setDefault=function(){this.set(this.default)};var H=function(e){function r(){e.apply(this,arguments)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.getDefault=function(){return t.Color.transparent},r.prototype.set=function(t){var e=this.current;(t.r!==e.r||t.g!==e.g||t.b!==e.b||t.a!==e.a||this.dirty)&&(this.gl.clearColor(t.r,t.g,t.b,t.a),this.current=t,this.dirty=!1)},r}(q),G=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return 1},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.clearDepth(t),this.current=t,this.dirty=!1)},e}(q),Y=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return 0},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.clearStencil(t),this.current=t,this.dirty=!1)},e}(q),W=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return[!0,!0,!0,!0]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||t[2]!==e[2]||t[3]!==e[3]||this.dirty)&&(this.gl.colorMask(t[0],t[1],t[2],t[3]),this.current=t,this.dirty=!1)},e}(q),Z=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!0},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.depthMask(t),this.current=t,this.dirty=!1)},e}(q),X=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return 255},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.stencilMask(t),this.current=t,this.dirty=!1)},e}(q),J=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return{func:this.gl.ALWAYS,ref:0,mask:255}},e.prototype.set=function(t){var e=this.current;(t.func!==e.func||t.ref!==e.ref||t.mask!==e.mask||this.dirty)&&(this.gl.stencilFunc(t.func,t.ref,t.mask),this.current=t,this.dirty=!1)},e}(q),K=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){var t=this.gl;return[t.KEEP,t.KEEP,t.KEEP]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||t[2]!==e[2]||this.dirty)&&(this.gl.stencilOp(t[0],t[1],t[2]),this.current=t,this.dirty=!1)},e}(q),Q=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;t?e.enable(e.STENCIL_TEST):e.disable(e.STENCIL_TEST),this.current=t,this.dirty=!1}},e}(q),$=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return[0,1]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||this.dirty)&&(this.gl.depthRange(t[0],t[1]),this.current=t,this.dirty=!1)},e}(q),tt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;t?e.enable(e.DEPTH_TEST):e.disable(e.DEPTH_TEST),this.current=t,this.dirty=!1}},e}(q),et=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return 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e=this.gl;e.bindFramebuffer(e.FRAMEBUFFER,t),this.current=t,this.dirty=!1}},e}(q),pt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindRenderbuffer(e.RENDERBUFFER,t),this.current=t,this.dirty=!1}},e}(q),dt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindTexture(e.TEXTURE_2D,t),this.current=t,this.dirty=!1}},e}(q),gt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindBuffer(e.ARRAY_BUFFER,t),this.current=t,this.dirty=!1}},e}(q),mt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){var e=this.gl;e.bindBuffer(e.ELEMENT_ARRAY_BUFFER,t),this.current=t,this.dirty=!1},e}(q),vt=function(t){function e(e){t.call(this,e),this.vao=e.extVertexArrayObject}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){this.vao&&(t!==this.current||this.dirty)&&(this.vao.bindVertexArrayOES(t),this.current=t,this.dirty=!1)},e}(q),yt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return 4},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_ALIGNMENT,t),this.current=t,this.dirty=!1}},e}(q),xt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_PREMULTIPLY_ALPHA_WEBGL,t),this.current=t,this.dirty=!1}},e}(q),bt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_FLIP_Y_WEBGL,t),this.current=t,this.dirty=!1}},e}(q),_t=function(t){function e(e,r){t.call(this,e),this.context=e,this.parent=r}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e}(q),wt=function(t){function 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t=this.context.gl,e=this.colorAttachment.get();if(e&&t.deleteTexture(e),this.depthAttachment){var r=this.depthAttachment.get();r&&t.deleteRenderbuffer(r)}t.deleteFramebuffer(this.framebuffer)};var Mt=function(t,e,r){this.func=t,this.mask=e,this.range=r};Mt.ReadOnly=!1,Mt.ReadWrite=!0,Mt.disabled=new Mt(519,Mt.ReadOnly,[0,1]);var At=function(t,e,r,n,a,i){this.test=t,this.ref=e,this.mask=r,this.fail=n,this.depthFail=a,this.pass=i};At.disabled=new At({func:519,mask:0},0,0,7680,7680,7680);var St=function(t,e,r){this.blendFunction=t,this.blendColor=e,this.mask=r};St.disabled=new St(St.Replace=[1,0],t.Color.transparent,[!1,!1,!1,!1]),St.unblended=new St(St.Replace,t.Color.transparent,[!0,!0,!0,!0]),St.alphaBlended=new St([1,771],t.Color.transparent,[!0,!0,!0,!0]);var Et=function(t,e,r){this.enable=t,this.mode=e,this.frontFace=r};Et.disabled=new Et(!1,1029,2305),Et.backCCW=new Et(!0,1029,2305);var Ct=function(t){this.gl=t,this.extVertexArrayObject=this.gl.getExtension(\"OES_vertex_array_object\"),this.clearColor=new H(this),this.clearDepth=new G(this),this.clearStencil=new Y(this),this.colorMask=new W(this),this.depthMask=new Z(this),this.stencilMask=new X(this),this.stencilFunc=new J(this),this.stencilOp=new K(this),this.stencilTest=new Q(this),this.depthRange=new $(this),this.depthTest=new tt(this),this.depthFunc=new et(this),this.blend=new rt(this),this.blendFunc=new nt(this),this.blendColor=new at(this),this.blendEquation=new it(this),this.cullFace=new ot(this),this.cullFaceSide=new st(this),this.frontFace=new lt(this),this.program=new ct(this),this.activeTexture=new ut(this),this.viewport=new ht(this),this.bindFramebuffer=new ft(this),this.bindRenderbuffer=new pt(this),this.bindTexture=new dt(this),this.bindVertexBuffer=new gt(this),this.bindElementBuffer=new mt(this),this.bindVertexArrayOES=this.extVertexArrayObject&&new vt(this),this.pixelStoreUnpack=new yt(this),this.pixelStoreUnpackPremultiplyAlpha=new xt(this),this.pixelStoreUnpackFlipY=new bt(this),this.extTextureFilterAnisotropic=t.getExtension(\"EXT_texture_filter_anisotropic\")||t.getExtension(\"MOZ_EXT_texture_filter_anisotropic\")||t.getExtension(\"WEBKIT_EXT_texture_filter_anisotropic\"),this.extTextureFilterAnisotropic&&(this.extTextureFilterAnisotropicMax=t.getParameter(this.extTextureFilterAnisotropic.MAX_TEXTURE_MAX_ANISOTROPY_EXT)),this.extTextureHalfFloat=t.getExtension(\"OES_texture_half_float\"),this.extTextureHalfFloat&&(t.getExtension(\"OES_texture_half_float_linear\"),this.extRenderToTextureHalfFloat=t.getExtension(\"EXT_color_buffer_half_float\")),this.extTimerQuery=t.getExtension(\"EXT_disjoint_timer_query\")};Ct.prototype.setDefault=function(){this.unbindVAO(),this.clearColor.setDefault(),this.clearDepth.setDefault(),this.clearStencil.setDefault(),this.colorMask.setDefault(),this.depthMask.setDefault(),this.stencilMask.setDefault(),this.stencilFunc.setDefault(),this.stencilOp.setDefault(),this.stencilTest.setDefault(),this.depthRange.setDefault(),this.depthTest.setDefault(),this.depthFunc.setDefault(),this.blend.setDefault(),this.blendFunc.setDefault(),this.blendColor.setDefault(),this.blendEquation.setDefault(),this.cullFace.setDefault(),this.cullFaceSide.setDefault(),this.frontFace.setDefault(),this.program.setDefault(),this.activeTexture.setDefault(),this.bindFramebuffer.setDefault(),this.pixelStoreUnpack.setDefault(),this.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.pixelStoreUnpackFlipY.setDefault()},Ct.prototype.setDirty=function(){this.clearColor.dirty=!0,this.clearDepth.dirty=!0,this.clearStencil.dirty=!0,this.colorMask.dirty=!0,this.depthMask.dirty=!0,this.stencilMask.dirty=!0,this.stencilFunc.dirty=!0,this.stencilOp.dirty=!0,this.stencilTest.dirty=!0,this.depthRange.dirty=!0,this.depthTest.dirty=!0,this.depthFunc.dirty=!0,this.blend.dirty=!0,this.blendFunc.dirty=!0,this.blendColor.dirty=!0,this.blendEquation.dirty=!0,this.cullFace.dirty=!0,this.cullFaceSide.dirty=!0,this.frontFace.dirty=!0,this.program.dirty=!0,this.activeTexture.dirty=!0,this.viewport.dirty=!0,this.bindFramebuffer.dirty=!0,this.bindRenderbuffer.dirty=!0,this.bindTexture.dirty=!0,this.bindVertexBuffer.dirty=!0,this.bindElementBuffer.dirty=!0,this.extVertexArrayObject&&(this.bindVertexArrayOES.dirty=!0),this.pixelStoreUnpack.dirty=!0,this.pixelStoreUnpackPremultiplyAlpha.dirty=!0,this.pixelStoreUnpackFlipY.dirty=!0},Ct.prototype.createIndexBuffer=function(t,e){return new j(this,t,e)},Ct.prototype.createVertexBuffer=function(t,e,r){return new V(this,t,e,r)},Ct.prototype.createRenderbuffer=function(t,e,r){var n=this.gl,a=n.createRenderbuffer();return this.bindRenderbuffer.set(a),n.renderbufferStorage(n.RENDERBUFFER,t,e,r),this.bindRenderbuffer.set(null),a},Ct.prototype.createFramebuffer=function(t,e,r){return new kt(this,t,e,r)},Ct.prototype.clear=function(t){var e=t.color,r=t.depth,n=this.gl,a=0;e&&(a|=n.COLOR_BUFFER_BIT,this.clearColor.set(e),this.colorMask.set([!0,!0,!0,!0])),void 0!==r&&(a|=n.DEPTH_BUFFER_BIT,this.depthRange.set([0,1]),this.clearDepth.set(r),this.depthMask.set(!0)),n.clear(a)},Ct.prototype.setCullFace=function(t){!1===t.enable?this.cullFace.set(!1):(this.cullFace.set(!0),this.cullFaceSide.set(t.mode),this.frontFace.set(t.frontFace))},Ct.prototype.setDepthMode=function(t){t.func!==this.gl.ALWAYS||t.mask?(this.depthTest.set(!0),this.depthFunc.set(t.func),this.depthMask.set(t.mask),this.depthRange.set(t.range)):this.depthTest.set(!1)},Ct.prototype.setStencilMode=function(t){t.test.func!==this.gl.ALWAYS||t.mask?(this.stencilTest.set(!0),this.stencilMask.set(t.mask),this.stencilOp.set([t.fail,t.depthFail,t.pass]),this.stencilFunc.set({func:t.test.func,ref:t.ref,mask:t.test.mask})):this.stencilTest.set(!1)},Ct.prototype.setColorMode=function(e){t.deepEqual(e.blendFunction,St.Replace)?this.blend.set(!1):(this.blend.set(!0),this.blendFunc.set(e.blendFunction),this.blendColor.set(e.blendColor)),this.colorMask.set(e.mask)},Ct.prototype.unbindVAO=function(){this.extVertexArrayObject&&this.bindVertexArrayOES.set(null)};var Lt=function(e){function r(r,n,a){var i=this;e.call(this),this.id=r,this.dispatcher=a,this.on(\"data\",(function(t){\"source\"===t.dataType&&\"metadata\"===t.sourceDataType&&(i._sourceLoaded=!0),i._sourceLoaded&&!i._paused&&\"source\"===t.dataType&&\"content\"===t.sourceDataType&&(i.reload(),i.transform&&i.update(i.transform))})),this.on(\"error\",(function(){i._sourceErrored=!0})),this._source=function(e,r,n,a){var i=new D[r.type](e,r,n,a);if(i.id!==e)throw new Error(\"Expected Source id to be \"+e+\" instead of \"+i.id);return t.bindAll([\"load\",\"abort\",\"unload\",\"serialize\",\"prepare\"],i),i}(r,n,a,this),this._tiles={},this._cache=new N(0,this._unloadTile.bind(this)),this._timers={},this._cacheTimers={},this._maxTileCacheSize=null,this._loadedParentTiles={},this._coveredTiles={},this._state=new t.SourceFeatureState}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.onAdd=function(t){this.map=t,this._maxTileCacheSize=t?t._maxTileCacheSize:null,this._source&&this._source.onAdd&&this._source.onAdd(t)},r.prototype.onRemove=function(t){this._source&&this._source.onRemove&&this._source.onRemove(t)},r.prototype.loaded=function(){if(this._sourceErrored)return!0;if(!this._sourceLoaded)return!1;if(!this._source.loaded())return!1;for(var t in this._tiles){var e=this._tiles[t];if(\"loaded\"!==e.state&&\"errored\"!==e.state)return!1}return!0},r.prototype.getSource=function(){return this._source},r.prototype.pause=function(){this._paused=!0},r.prototype.resume=function(){if(this._paused){var t=this._shouldReloadOnResume;this._paused=!1,this._shouldReloadOnResume=!1,t&&this.reload(),this.transform&&this.update(this.transform)}},r.prototype._loadTile=function(t,e){return this._source.loadTile(t,e)},r.prototype._unloadTile=function(t){if(this._source.unloadTile)return this._source.unloadTile(t,(function(){}))},r.prototype._abortTile=function(t){if(this._source.abortTile)return this._source.abortTile(t,(function(){}))},r.prototype.serialize=function(){return this._source.serialize()},r.prototype.prepare=function(t){for(var e in this._source.prepare&&this._source.prepare(),this._state.coalesceChanges(this._tiles,this.map?this.map.painter:null),this._tiles){var r=this._tiles[e];r.upload(t),r.prepare(this.map.style.imageManager)}},r.prototype.getIds=function(){return t.values(this._tiles).map((function(t){return t.tileID})).sort(Pt).map((function(t){return t.key}))},r.prototype.getRenderableIds=function(e){var r=this,n=[];for(var a in this._tiles)this._isIdRenderable(a,e)&&n.push(this._tiles[a]);return e?n.sort((function(e,n){var a=e.tileID,i=n.tileID,o=new t.Point(a.canonical.x,a.canonical.y)._rotate(r.transform.angle),s=new t.Point(i.canonical.x,i.canonical.y)._rotate(r.transform.angle);return a.overscaledZ-i.overscaledZ||s.y-o.y||s.x-o.x})).map((function(t){return t.tileID.key})):n.map((function(t){return t.tileID})).sort(Pt).map((function(t){return t.key}))},r.prototype.hasRenderableParent=function(t){var e=this.findLoadedParent(t,0);return!!e&&this._isIdRenderable(e.tileID.key)},r.prototype._isIdRenderable=function(t,e){return this._tiles[t]&&this._tiles[t].hasData()&&!this._coveredTiles[t]&&(e||!this._tiles[t].holdingForFade())},r.prototype.reload=function(){if(this._paused)this._shouldReloadOnResume=!0;else for(var t in this._cache.reset(),this._tiles)\"errored\"!==this._tiles[t].state&&this._reloadTile(t,\"reloading\")},r.prototype._reloadTile=function(t,e){var r=this._tiles[t];r&&(\"loading\"!==r.state&&(r.state=e),this._loadTile(r,this._tileLoaded.bind(this,r,t,e)))},r.prototype._tileLoaded=function(e,r,n,a){if(a)return e.state=\"errored\",void(404!==a.status?this._source.fire(new t.ErrorEvent(a,{tile:e})):this.update(this.transform));e.timeAdded=t.browser.now(),\"expired\"===n&&(e.refreshedUponExpiration=!0),this._setTileReloadTimer(r,e),\"raster-dem\"===this.getSource().type&&e.dem&&this._backfillDEM(e),this._state.initializeTileState(e,this.map?this.map.painter:null),this._source.fire(new t.Event(\"data\",{dataType:\"source\",tile:e,coord:e.tileID}))},r.prototype._backfillDEM=function(t){for(var e=this.getRenderableIds(),r=0;r<e.length;r++){var n=e[r];if(t.neighboringTiles&&t.neighboringTiles[n]){var a=this.getTileByID(n);i(t,a),i(a,t)}}function i(t,e){t.needsHillshadePrepare=!0;var r=e.tileID.canonical.x-t.tileID.canonical.x,n=e.tileID.canonical.y-t.tileID.canonical.y,a=Math.pow(2,t.tileID.canonical.z),i=e.tileID.key;0===r&&0===n||Math.abs(n)>1||(Math.abs(r)>1&&(1===Math.abs(r+a)?r+=a:1===Math.abs(r-a)&&(r-=a)),e.dem&&t.dem&&(t.dem.backfillBorder(e.dem,r,n),t.neighboringTiles&&t.neighboringTiles[i]&&(t.neighboringTiles[i].backfilled=!0)))}},r.prototype.getTile=function(t){return this.getTileByID(t.key)},r.prototype.getTileByID=function(t){return this._tiles[t]},r.prototype._retainLoadedChildren=function(t,e,r,n){for(var a in this._tiles){var i=this._tiles[a];if(!(n[a]||!i.hasData()||i.tileID.overscaledZ<=e||i.tileID.overscaledZ>r)){for(var o=i.tileID;i&&i.tileID.overscaledZ>e+1;){var s=i.tileID.scaledTo(i.tileID.overscaledZ-1);(i=this._tiles[s.key])&&i.hasData()&&(o=s)}for(var l=o;l.overscaledZ>e;)if(t[(l=l.scaledTo(l.overscaledZ-1)).key]){n[o.key]=o;break}}}},r.prototype.findLoadedParent=function(t,e){if(t.key in this._loadedParentTiles){var r=this._loadedParentTiles[t.key];return r&&r.tileID.overscaledZ>=e?r:null}for(var n=t.overscaledZ-1;n>=e;n--){var a=t.scaledTo(n),i=this._getLoadedTile(a);if(i)return i}},r.prototype._getLoadedTile=function(t){var e=this._tiles[t.key];return e&&e.hasData()?e:this._cache.getByKey(t.wrapped().key)},r.prototype.updateCacheSize=function(t){var e=Math.ceil(t.width/this._source.tileSize)+1,r=Math.ceil(t.height/this._source.tileSize)+1,n=Math.floor(e*r*5),a=\"number\"==typeof this._maxTileCacheSize?Math.min(this._maxTileCacheSize,n):n;this._cache.setMaxSize(a)},r.prototype.handleWrapJump=function(t){var e=Math.round((t-(void 0===this._prevLng?t:this._prevLng))/360);if(this._prevLng=t,e){var r={};for(var n in this._tiles){var a=this._tiles[n];a.tileID=a.tileID.unwrapTo(a.tileID.wrap+e),r[a.tileID.key]=a}for(var i in this._tiles=r,this._timers)clearTimeout(this._timers[i]),delete this._timers[i];for(var o in this._tiles)this._setTileReloadTimer(o,this._tiles[o])}},r.prototype.update=function(e){var n=this;if(this.transform=e,this._sourceLoaded&&!this._paused){var a;this.updateCacheSize(e),this.handleWrapJump(this.transform.center.lng),this._coveredTiles={},this.used?this._source.tileID?a=e.getVisibleUnwrappedCoordinates(this._source.tileID).map((function(e){return new t.OverscaledTileID(e.canonical.z,e.wrap,e.canonical.z,e.canonical.x,e.canonical.y)})):(a=e.coveringTiles({tileSize:this._source.tileSize,minzoom:this._source.minzoom,maxzoom:this._source.maxzoom,roundZoom:this._source.roundZoom,reparseOverscaled:this._source.reparseOverscaled}),this._source.hasTile&&(a=a.filter((function(t){return n._source.hasTile(t)})))):a=[];var i=e.coveringZoomLevel(this._source),o=Math.max(i-r.maxOverzooming,this._source.minzoom),s=Math.max(i+r.maxUnderzooming,this._source.minzoom),l=this._updateRetainedTiles(a,i);if(It(this._source.type)){for(var c={},u={},h=0,f=Object.keys(l);h<f.length;h+=1){var p=f[h],d=l[p],g=this._tiles[p];if(g&&!(g.fadeEndTime&&g.fadeEndTime<=t.browser.now())){var m=this.findLoadedParent(d,o);m&&(this._addTile(m.tileID),c[m.tileID.key]=m.tileID),u[p]=d}}for(var v in this._retainLoadedChildren(u,i,s,l),c)l[v]||(this._coveredTiles[v]=!0,l[v]=c[v])}for(var y in l)this._tiles[y].clearFadeHold();for(var x=0,b=t.keysDifference(this._tiles,l);x<b.length;x+=1){var _=b[x],w=this._tiles[_];w.hasSymbolBuckets&&!w.holdingForFade()?w.setHoldDuration(this.map._fadeDuration):w.hasSymbolBuckets&&!w.symbolFadeFinished()||this._removeTile(_)}this._updateLoadedParentTileCache()}},r.prototype.releaseSymbolFadeTiles=function(){for(var t in this._tiles)this._tiles[t].holdingForFade()&&this._removeTile(t)},r.prototype._updateRetainedTiles=function(t,e){for(var n={},a={},i=Math.max(e-r.maxOverzooming,this._source.minzoom),o=Math.max(e+r.maxUnderzooming,this._source.minzoom),s={},l=0,c=t;l<c.length;l+=1){var u=c[l],h=this._addTile(u);n[u.key]=u,h.hasData()||e<this._source.maxzoom&&(s[u.key]=u)}this._retainLoadedChildren(s,e,o,n);for(var f=0,p=t;f<p.length;f+=1){var d=p[f],g=this._tiles[d.key];if(!g.hasData()){if(e+1>this._source.maxzoom){var m=d.children(this._source.maxzoom)[0],v=this.getTile(m);if(v&&v.hasData()){n[m.key]=m;continue}}else{var y=d.children(this._source.maxzoom);if(n[y[0].key]&&n[y[1].key]&&n[y[2].key]&&n[y[3].key])continue}for(var x=g.wasRequested(),b=d.overscaledZ-1;b>=i;--b){var _=d.scaledTo(b);if(a[_.key])break;if(a[_.key]=!0,!(g=this.getTile(_))&&x&&(g=this._addTile(_)),g&&(n[_.key]=_,x=g.wasRequested(),g.hasData()))break}}}return n},r.prototype._updateLoadedParentTileCache=function(){for(var t in this._loadedParentTiles={},this._tiles){for(var e=[],r=void 0,n=this._tiles[t].tileID;n.overscaledZ>0;){if(n.key in this._loadedParentTiles){r=this._loadedParentTiles[n.key];break}e.push(n.key);var a=n.scaledTo(n.overscaledZ-1);if(r=this._getLoadedTile(a))break;n=a}for(var i=0,o=e;i<o.length;i+=1)this._loadedParentTiles[o[i]]=r}},r.prototype._addTile=function(e){var r=this._tiles[e.key];if(r)return r;(r=this._cache.getAndRemove(e))&&(this._setTileReloadTimer(e.key,r),r.tileID=e,this._state.initializeTileState(r,this.map?this.map.painter:null),this._cacheTimers[e.key]&&(clearTimeout(this._cacheTimers[e.key]),delete this._cacheTimers[e.key],this._setTileReloadTimer(e.key,r)));var n=Boolean(r);return n||(r=new t.Tile(e,this._source.tileSize*e.overscaleFactor()),this._loadTile(r,this._tileLoaded.bind(this,r,e.key,r.state))),r?(r.uses++,this._tiles[e.key]=r,n||this._source.fire(new t.Event(\"dataloading\",{tile:r,coord:r.tileID,dataType:\"source\"})),r):null},r.prototype._setTileReloadTimer=function(t,e){var r=this;t in this._timers&&(clearTimeout(this._timers[t]),delete this._timers[t]);var n=e.getExpiryTimeout();n&&(this._timers[t]=setTimeout((function(){r._reloadTile(t,\"expired\"),delete r._timers[t]}),n))},r.prototype._removeTile=function(t){var e=this._tiles[t];e&&(e.uses--,delete this._tiles[t],this._timers[t]&&(clearTimeout(this._timers[t]),delete this._timers[t]),e.uses>0||(e.hasData()&&\"reloading\"!==e.state?this._cache.add(e.tileID,e,e.getExpiryTimeout()):(e.aborted=!0,this._abortTile(e),this._unloadTile(e))))},r.prototype.clearTiles=function(){for(var t in this._shouldReloadOnResume=!1,this._paused=!1,this._tiles)this._removeTile(t);this._cache.reset()},r.prototype.tilesIn=function(e,r,n){var a=this,i=[],o=this.transform;if(!o)return i;for(var s=n?o.getCameraQueryGeometry(e):e,l=e.map((function(t){return o.pointCoordinate(t)})),c=s.map((function(t){return o.pointCoordinate(t)})),u=this.getIds(),h=1/0,f=1/0,p=-1/0,d=-1/0,g=0,m=c;g<m.length;g+=1){var v=m[g];h=Math.min(h,v.x),f=Math.min(f,v.y),p=Math.max(p,v.x),d=Math.max(d,v.y)}for(var y=function(e){var n=a._tiles[u[e]];if(!n.holdingForFade()){var s=n.tileID,g=Math.pow(2,o.zoom-n.tileID.overscaledZ),m=r*n.queryPadding*t.EXTENT/n.tileSize/g,v=[s.getTilePoint(new t.MercatorCoordinate(h,f)),s.getTilePoint(new t.MercatorCoordinate(p,d))];if(v[0].x-m<t.EXTENT&&v[0].y-m<t.EXTENT&&v[1].x+m>=0&&v[1].y+m>=0){var y=l.map((function(t){return s.getTilePoint(t)})),x=c.map((function(t){return s.getTilePoint(t)}));i.push({tile:n,tileID:s,queryGeometry:y,cameraQueryGeometry:x,scale:g})}}},x=0;x<u.length;x++)y(x);return i},r.prototype.getVisibleCoordinates=function(t){for(var e=this,r=this.getRenderableIds(t).map((function(t){return e._tiles[t].tileID})),n=0,a=r;n<a.length;n+=1){var i=a[n];i.posMatrix=this.transform.calculatePosMatrix(i.toUnwrapped())}return r},r.prototype.hasTransition=function(){if(this._source.hasTransition())return!0;if(It(this._source.type))for(var e in this._tiles){var r=this._tiles[e];if(void 0!==r.fadeEndTime&&r.fadeEndTime>=t.browser.now())return!0}return!1},r.prototype.setFeatureState=function(t,e,r){this._state.updateState(t=t||\"_geojsonTileLayer\",e,r)},r.prototype.removeFeatureState=function(t,e,r){this._state.removeFeatureState(t=t||\"_geojsonTileLayer\",e,r)},r.prototype.getFeatureState=function(t,e){return this._state.getState(t=t||\"_geojsonTileLayer\",e)},r.prototype.setDependencies=function(t,e,r){var n=this._tiles[t];n&&n.setDependencies(e,r)},r.prototype.reloadTilesForDependencies=function(t,e){for(var r in this._tiles)this._tiles[r].hasDependency(t,e)&&this._reloadTile(r,\"reloading\");this._cache.filter((function(r){return!r.hasDependency(t,e)}))},r}(t.Evented);function Pt(t,e){var r=Math.abs(2*t.wrap)-+(t.wrap<0),n=Math.abs(2*e.wrap)-+(e.wrap<0);return t.overscaledZ-e.overscaledZ||n-r||e.canonical.y-t.canonical.y||e.canonical.x-t.canonical.x}function It(t){return\"raster\"===t||\"image\"===t||\"video\"===t}function zt(){return new t.window.Worker(Ya.workerUrl)}Lt.maxOverzooming=10,Lt.maxUnderzooming=3;var Ot=\"mapboxgl_preloaded_worker_pool\",Dt=function(){this.active={}};Dt.prototype.acquire=function(t){if(!this.workers)for(this.workers=[];this.workers.length<Dt.workerCount;)this.workers.push(new zt);return this.active[t]=!0,this.workers.slice()},Dt.prototype.release=function(t){delete this.active[t],0===this.numActive()&&(this.workers.forEach((function(t){t.terminate()})),this.workers=null)},Dt.prototype.isPreloaded=function(){return!!this.active[Ot]},Dt.prototype.numActive=function(){return Object.keys(this.active).length};var Rt,Ft=Math.floor(t.browser.hardwareConcurrency/2);function Bt(){return Rt||(Rt=new Dt),Rt}function Nt(e,r){var n={};for(var a in e)\"ref\"!==a&&(n[a]=e[a]);return t.refProperties.forEach((function(t){t in r&&(n[t]=r[t])})),n}function jt(t){t=t.slice();for(var e=Object.create(null),r=0;r<t.length;r++)e[t[r].id]=t[r];for(var n=0;n<t.length;n++)\"ref\"in t[n]&&(t[n]=Nt(t[n],e[t[n].ref]));return t}Dt.workerCount=Math.max(Math.min(Ft,6),1);var Ut={setStyle:\"setStyle\",addLayer:\"addLayer\",removeLayer:\"removeLayer\",setPaintProperty:\"setPaintProperty\",setLayoutProperty:\"setLayoutProperty\",setFilter:\"setFilter\",addSource:\"addSource\",removeSource:\"removeSource\",setGeoJSONSourceData:\"setGeoJSONSourceData\",setLayerZoomRange:\"setLayerZoomRange\",setLayerProperty:\"setLayerProperty\",setCenter:\"setCenter\",setZoom:\"setZoom\",setBearing:\"setBearing\",setPitch:\"setPitch\",setSprite:\"setSprite\",setGlyphs:\"setGlyphs\",setTransition:\"setTransition\",setLight:\"setLight\"};function Vt(t,e,r){r.push({command:Ut.addSource,args:[t,e[t]]})}function qt(t,e,r){e.push({command:Ut.removeSource,args:[t]}),r[t]=!0}function Ht(t,e,r,n){qt(t,r,n),Vt(t,e,r)}function Gt(e,r,n){var a;for(a in e[n])if(e[n].hasOwnProperty(a)&&\"data\"!==a&&!t.deepEqual(e[n][a],r[n][a]))return!1;for(a in r[n])if(r[n].hasOwnProperty(a)&&\"data\"!==a&&!t.deepEqual(e[n][a],r[n][a]))return!1;return!0}function Yt(e,r,n,a,i,o){var s;for(s in r=r||{},e=e||{})e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[a,s,r[s],i]}));for(s in r)r.hasOwnProperty(s)&&!e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[a,s,r[s],i]}))}function Wt(t){return t.id}function Zt(t,e){return t[e.id]=e,t}var Xt=function(t,e){this.reset(t,e)};Xt.prototype.reset=function(t,e){this.points=t||[],this._distances=[0];for(var r=1;r<this.points.length;r++)this._distances[r]=this._distances[r-1]+this.points[r].dist(this.points[r-1]);this.length=this._distances[this._distances.length-1],this.padding=Math.min(e||0,.5*this.length),this.paddedLength=this.length-2*this.padding},Xt.prototype.lerp=function(e){if(1===this.points.length)return this.points[0];e=t.clamp(e,0,1);for(var r=1,n=this._distances[r],a=e*this.paddedLength+this.padding;n<a&&r<this._distances.length;)n=this._distances[++r];var i=r-1,o=this._distances[i],s=n-o,l=s>0?(a-o)/s:0;return this.points[i].mult(1-l).add(this.points[r].mult(l))};var Jt=function(t,e,r){var n=this.boxCells=[],a=this.circleCells=[];this.xCellCount=Math.ceil(t/r),this.yCellCount=Math.ceil(e/r);for(var i=0;i<this.xCellCount*this.yCellCount;i++)n.push([]),a.push([]);this.circleKeys=[],this.boxKeys=[],this.bboxes=[],this.circles=[],this.width=t,this.height=e,this.xScale=this.xCellCount/t,this.yScale=this.yCellCount/e,this.boxUid=0,this.circleUid=0};function Kt(e,r,n,a,i){var o=t.create();return r?(t.scale(o,o,[1/i,1/i,1]),n||t.rotateZ(o,o,a.angle)):t.multiply(o,a.labelPlaneMatrix,e),o}function Qt(e,r,n,a,i){if(r){var o=t.clone(e);return t.scale(o,o,[i,i,1]),n||t.rotateZ(o,o,-a.angle),o}return a.glCoordMatrix}function $t(e,r){var n=[e.x,e.y,0,1];ue(n,n,r);var a=n[3];return{point:new t.Point(n[0]/a,n[1]/a),signedDistanceFromCamera:a}}function te(t,e){return.5+t/e*.5}function ee(t,e){var r=t[0]/t[3],n=t[1]/t[3];return r>=-e[0]&&r<=e[0]&&n>=-e[1]&&n<=e[1]}function re(e,r,n,a,i,o,s,l){var c=a?e.textSizeData:e.iconSizeData,u=t.evaluateSizeForZoom(c,n.transform.zoom),h=[256/n.width*2+1,256/n.height*2+1],f=a?e.text.dynamicLayoutVertexArray:e.icon.dynamicLayoutVertexArray;f.clear();for(var p=e.lineVertexArray,d=a?e.text.placedSymbolArray:e.icon.placedSymbolArray,g=n.transform.width/n.transform.height,m=!1,v=0;v<d.length;v++){var y=d.get(v);if(y.hidden||y.writingMode===t.WritingMode.vertical&&!m)ce(y.numGlyphs,f);else{m=!1;var x=[y.anchorX,y.anchorY,0,1];if(t.transformMat4(x,x,r),ee(x,h)){var b=te(n.transform.cameraToCenterDistance,x[3]),_=t.evaluateSizeForFeature(c,u,y),w=s?_/b:_*b,T=new t.Point(y.anchorX,y.anchorY),k=$t(T,i).point,M={},A=ie(y,w,!1,l,r,i,o,e.glyphOffsetArray,p,f,k,T,M,g);m=A.useVertical,(A.notEnoughRoom||m||A.needsFlipping&&ie(y,w,!0,l,r,i,o,e.glyphOffsetArray,p,f,k,T,M,g).notEnoughRoom)&&ce(y.numGlyphs,f)}else ce(y.numGlyphs,f)}}a?e.text.dynamicLayoutVertexBuffer.updateData(f):e.icon.dynamicLayoutVertexBuffer.updateData(f)}function ne(t,e,r,n,a,i,o,s,l,c,u){var h=s.glyphStartIndex+s.numGlyphs,f=s.lineStartIndex,p=s.lineStartIndex+s.lineLength,d=e.getoffsetX(s.glyphStartIndex),g=e.getoffsetX(h-1),m=se(t*d,r,n,a,i,o,s.segment,f,p,l,c,u);if(!m)return null;var v=se(t*g,r,n,a,i,o,s.segment,f,p,l,c,u);return v?{first:m,last:v}:null}function ae(e,r,n,a){return e===t.WritingMode.horizontal&&Math.abs(n.y-r.y)>Math.abs(n.x-r.x)*a?{useVertical:!0}:(e===t.WritingMode.vertical?r.y<n.y:r.x>n.x)?{needsFlipping:!0}:null}function ie(e,r,n,a,i,o,s,l,c,u,h,f,p,d){var g,m=r/24,v=e.lineOffsetX*m,y=e.lineOffsetY*m;if(e.numGlyphs>1){var x=e.glyphStartIndex+e.numGlyphs,b=e.lineStartIndex,_=e.lineStartIndex+e.lineLength,w=ne(m,l,v,y,n,h,f,e,c,o,p);if(!w)return{notEnoughRoom:!0};var T=$t(w.first.point,s).point,k=$t(w.last.point,s).point;if(a&&!n){var M=ae(e.writingMode,T,k,d);if(M)return M}g=[w.first];for(var A=e.glyphStartIndex+1;A<x-1;A++)g.push(se(m*l.getoffsetX(A),v,y,n,h,f,e.segment,b,_,c,o,p));g.push(w.last)}else{if(a&&!n){var S=$t(f,i).point,E=e.lineStartIndex+e.segment+1,C=new t.Point(c.getx(E),c.gety(E)),L=$t(C,i),P=L.signedDistanceFromCamera>0?L.point:oe(f,C,S,1,i),I=ae(e.writingMode,S,P,d);if(I)return I}var z=se(m*l.getoffsetX(e.glyphStartIndex),v,y,n,h,f,e.segment,e.lineStartIndex,e.lineStartIndex+e.lineLength,c,o,p);if(!z)return{notEnoughRoom:!0};g=[z]}for(var O=0,D=g;O<D.length;O+=1){var R=D[O];t.addDynamicAttributes(u,R.point,R.angle)}return{}}function oe(t,e,r,n,a){var i=$t(t.add(t.sub(e)._unit()),a).point,o=r.sub(i);return r.add(o._mult(n/o.mag()))}function se(e,r,n,a,i,o,s,l,c,u,h,f){var p=a?e-r:e+r,d=p>0?1:-1,g=0;a&&(d*=-1,g=Math.PI),d<0&&(g+=Math.PI);for(var m=d>0?l+s:l+s+1,v=i,y=i,x=0,b=0,_=Math.abs(p),w=[];x+b<=_;){if((m+=d)<l||m>=c)return null;if(y=v,w.push(v),void 0===(v=f[m])){var T=new t.Point(u.getx(m),u.gety(m)),k=$t(T,h);if(k.signedDistanceFromCamera>0)v=f[m]=k.point;else{var M=m-d;v=oe(0===x?o:new t.Point(u.getx(M),u.gety(M)),T,y,_-x+1,h)}}x+=b,b=y.dist(v)}var A=(_-x)/b,S=v.sub(y),E=S.mult(A)._add(y);E._add(S._unit()._perp()._mult(n*d));var C=g+Math.atan2(v.y-y.y,v.x-y.x);return w.push(E),{point:E,angle:C,path:w}}Jt.prototype.keysLength=function(){return this.boxKeys.length+this.circleKeys.length},Jt.prototype.insert=function(t,e,r,n,a){this._forEachCell(e,r,n,a,this._insertBoxCell,this.boxUid++),this.boxKeys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(a)},Jt.prototype.insertCircle=function(t,e,r,n){this._forEachCell(e-n,r-n,e+n,r+n,this._insertCircleCell,this.circleUid++),this.circleKeys.push(t),this.circles.push(e),this.circles.push(r),this.circles.push(n)},Jt.prototype._insertBoxCell=function(t,e,r,n,a,i){this.boxCells[a].push(i)},Jt.prototype._insertCircleCell=function(t,e,r,n,a,i){this.circleCells[a].push(i)},Jt.prototype._query=function(t,e,r,n,a,i){if(r<0||t>this.width||n<0||e>this.height)return!a&&[];var o=[];if(t<=0&&e<=0&&this.width<=r&&this.height<=n){if(a)return!0;for(var s=0;s<this.boxKeys.length;s++)o.push({key:this.boxKeys[s],x1:this.bboxes[4*s],y1:this.bboxes[4*s+1],x2:this.bboxes[4*s+2],y2:this.bboxes[4*s+3]});for(var l=0;l<this.circleKeys.length;l++){var c=this.circles[3*l],u=this.circles[3*l+1],h=this.circles[3*l+2];o.push({key:this.circleKeys[l],x1:c-h,y1:u-h,x2:c+h,y2:u+h})}return i?o.filter(i):o}return this._forEachCell(t,e,r,n,this._queryCell,o,{hitTest:a,seenUids:{box:{},circle:{}}},i),a?o.length>0:o},Jt.prototype._queryCircle=function(t,e,r,n,a){var i=t-r,o=t+r,s=e-r,l=e+r;if(o<0||i>this.width||l<0||s>this.height)return!n&&[];var c=[];return this._forEachCell(i,s,o,l,this._queryCellCircle,c,{hitTest:n,circle:{x:t,y:e,radius:r},seenUids:{box:{},circle:{}}},a),n?c.length>0:c},Jt.prototype.query=function(t,e,r,n,a){return this._query(t,e,r,n,!1,a)},Jt.prototype.hitTest=function(t,e,r,n,a){return this._query(t,e,r,n,!0,a)},Jt.prototype.hitTestCircle=function(t,e,r,n){return this._queryCircle(t,e,r,!0,n)},Jt.prototype._queryCell=function(t,e,r,n,a,i,o,s){var l=o.seenUids,c=this.boxCells[a];if(null!==c)for(var u=this.bboxes,h=0,f=c;h<f.length;h+=1){var p=f[h];if(!l.box[p]){l.box[p]=!0;var d=4*p;if(t<=u[d+2]&&e<=u[d+3]&&r>=u[d+0]&&n>=u[d+1]&&(!s||s(this.boxKeys[p]))){if(o.hitTest)return i.push(!0),!0;i.push({key:this.boxKeys[p],x1:u[d],y1:u[d+1],x2:u[d+2],y2:u[d+3]})}}}var g=this.circleCells[a];if(null!==g)for(var m=this.circles,v=0,y=g;v<y.length;v+=1){var x=y[v];if(!l.circle[x]){l.circle[x]=!0;var b=3*x;if(this._circleAndRectCollide(m[b],m[b+1],m[b+2],t,e,r,n)&&(!s||s(this.circleKeys[x]))){if(o.hitTest)return i.push(!0),!0;var _=m[b],w=m[b+1],T=m[b+2];i.push({key:this.circleKeys[x],x1:_-T,y1:w-T,x2:_+T,y2:w+T})}}}},Jt.prototype._queryCellCircle=function(t,e,r,n,a,i,o,s){var l=o.circle,c=o.seenUids,u=this.boxCells[a];if(null!==u)for(var h=this.bboxes,f=0,p=u;f<p.length;f+=1){var d=p[f];if(!c.box[d]){c.box[d]=!0;var g=4*d;if(this._circleAndRectCollide(l.x,l.y,l.radius,h[g+0],h[g+1],h[g+2],h[g+3])&&(!s||s(this.boxKeys[d])))return i.push(!0),!0}}var m=this.circleCells[a];if(null!==m)for(var v=this.circles,y=0,x=m;y<x.length;y+=1){var b=x[y];if(!c.circle[b]){c.circle[b]=!0;var _=3*b;if(this._circlesCollide(v[_],v[_+1],v[_+2],l.x,l.y,l.radius)&&(!s||s(this.circleKeys[b])))return i.push(!0),!0}}},Jt.prototype._forEachCell=function(t,e,r,n,a,i,o,s){for(var l=this._convertToXCellCoord(t),c=this._convertToYCellCoord(e),u=this._convertToXCellCoord(r),h=this._convertToYCellCoord(n),f=l;f<=u;f++)for(var p=c;p<=h;p++)if(a.call(this,t,e,r,n,this.xCellCount*p+f,i,o,s))return},Jt.prototype._convertToXCellCoord=function(t){return Math.max(0,Math.min(this.xCellCount-1,Math.floor(t*this.xScale)))},Jt.prototype._convertToYCellCoord=function(t){return Math.max(0,Math.min(this.yCellCount-1,Math.floor(t*this.yScale)))},Jt.prototype._circlesCollide=function(t,e,r,n,a,i){var o=n-t,s=a-e,l=r+i;return l*l>o*o+s*s},Jt.prototype._circleAndRectCollide=function(t,e,r,n,a,i,o){var s=(i-n)/2,l=Math.abs(t-(n+s));if(l>s+r)return!1;var c=(o-a)/2,u=Math.abs(e-(a+c));if(u>c+r)return!1;if(l<=s||u<=c)return!0;var h=l-s,f=u-c;return h*h+f*f<=r*r};var le=new Float32Array([-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0]);function ce(t,e){for(var r=0;r<t;r++){var n=e.length;e.resize(n+4),e.float32.set(le,3*n)}}function ue(t,e,r){var n=e[0],a=e[1];return t[0]=r[0]*n+r[4]*a+r[12],t[1]=r[1]*n+r[5]*a+r[13],t[3]=r[3]*n+r[7]*a+r[15],t}var he=function(t,e,r){void 0===e&&(e=new Jt(t.width+200,t.height+200,25)),void 0===r&&(r=new Jt(t.width+200,t.height+200,25)),this.transform=t,this.grid=e,this.ignoredGrid=r,this.pitchfactor=Math.cos(t._pitch)*t.cameraToCenterDistance,this.screenRightBoundary=t.width+100,this.screenBottomBoundary=t.height+100,this.gridRightBoundary=t.width+200,this.gridBottomBoundary=t.height+200};function fe(e,r,n){return r*(t.EXTENT/(e.tileSize*Math.pow(2,n-e.tileID.overscaledZ)))}he.prototype.placeCollisionBox=function(t,e,r,n,a){var i=this.projectAndGetPerspectiveRatio(n,t.anchorPointX,t.anchorPointY),o=r*i.perspectiveRatio,s=t.x1*o+i.point.x,l=t.y1*o+i.point.y,c=t.x2*o+i.point.x,u=t.y2*o+i.point.y;return!this.isInsideGrid(s,l,c,u)||!e&&this.grid.hitTest(s,l,c,u,a)?{box:[],offscreen:!1}:{box:[s,l,c,u],offscreen:this.isOffscreen(s,l,c,u)}},he.prototype.placeCollisionCircles=function(e,r,n,a,i,o,s,l,c,u,h,f,p){var d=[],g=new t.Point(r.anchorX,r.anchorY),m=$t(g,o),v=te(this.transform.cameraToCenterDistance,m.signedDistanceFromCamera),y=(u?i/v:i*v)/t.ONE_EM,x=$t(g,s).point,b=ne(y,a,r.lineOffsetX*y,r.lineOffsetY*y,!1,x,g,r,n,s,{}),_=!1,w=!1,T=!0;if(b){for(var k=.5*f*v+p,M=new t.Point(-100,-100),A=new t.Point(this.screenRightBoundary,this.screenBottomBoundary),S=new Xt,E=b.first,C=b.last,L=[],P=E.path.length-1;P>=1;P--)L.push(E.path[P]);for(var I=1;I<C.path.length;I++)L.push(C.path[I]);var z=2.5*k;if(l){var O=L.map((function(t){return $t(t,l)}));L=O.some((function(t){return t.signedDistanceFromCamera<=0}))?[]:O.map((function(t){return t.point}))}var D=[];if(L.length>0){for(var R=L[0].clone(),F=L[0].clone(),B=1;B<L.length;B++)R.x=Math.min(R.x,L[B].x),R.y=Math.min(R.y,L[B].y),F.x=Math.max(F.x,L[B].x),F.y=Math.max(F.y,L[B].y);D=R.x>=M.x&&F.x<=A.x&&R.y>=M.y&&F.y<=A.y?[L]:F.x<M.x||R.x>A.x||F.y<M.y||R.y>A.y?[]:t.clipLine([L],M.x,M.y,A.x,A.y)}for(var N=0,j=D;N<j.length;N+=1){var U;S.reset(j[N],.25*k),U=S.length<=.5*k?1:Math.ceil(S.paddedLength/z)+1;for(var V=0;V<U;V++){var q=V/Math.max(U-1,1),H=S.lerp(q),G=H.x+100,Y=H.y+100;d.push(G,Y,k,0);var W=G-k,Z=Y-k,X=G+k,J=Y+k;if(T=T&&this.isOffscreen(W,Z,X,J),w=w||this.isInsideGrid(W,Z,X,J),!e&&this.grid.hitTestCircle(G,Y,k,h)&&(_=!0,!c))return{circles:[],offscreen:!1,collisionDetected:_}}}}return{circles:!c&&_||!w?[]:d,offscreen:T,collisionDetected:_}},he.prototype.queryRenderedSymbols=function(e){if(0===e.length||0===this.grid.keysLength()&&0===this.ignoredGrid.keysLength())return{};for(var r=[],n=1/0,a=1/0,i=-1/0,o=-1/0,s=0,l=e;s<l.length;s+=1){var c=l[s],u=new t.Point(c.x+100,c.y+100);n=Math.min(n,u.x),a=Math.min(a,u.y),i=Math.max(i,u.x),o=Math.max(o,u.y),r.push(u)}for(var h={},f={},p=0,d=this.grid.query(n,a,i,o).concat(this.ignoredGrid.query(n,a,i,o));p<d.length;p+=1){var g=d[p],m=g.key;if(void 0===h[m.bucketInstanceId]&&(h[m.bucketInstanceId]={}),!h[m.bucketInstanceId][m.featureIndex]){var v=[new t.Point(g.x1,g.y1),new t.Point(g.x2,g.y1),new t.Point(g.x2,g.y2),new t.Point(g.x1,g.y2)];t.polygonIntersectsPolygon(r,v)&&(h[m.bucketInstanceId][m.featureIndex]=!0,void 0===f[m.bucketInstanceId]&&(f[m.bucketInstanceId]=[]),f[m.bucketInstanceId].push(m.featureIndex))}}return f},he.prototype.insertCollisionBox=function(t,e,r,n,a){(e?this.ignoredGrid:this.grid).insert({bucketInstanceId:r,featureIndex:n,collisionGroupID:a},t[0],t[1],t[2],t[3])},he.prototype.insertCollisionCircles=function(t,e,r,n,a){for(var i=e?this.ignoredGrid:this.grid,o={bucketInstanceId:r,featureIndex:n,collisionGroupID:a},s=0;s<t.length;s+=4)i.insertCircle(o,t[s],t[s+1],t[s+2])},he.prototype.projectAndGetPerspectiveRatio=function(e,r,n){var a=[r,n,0,1];return ue(a,a,e),{point:new t.Point((a[0]/a[3]+1)/2*this.transform.width+100,(-a[1]/a[3]+1)/2*this.transform.height+100),perspectiveRatio:.5+this.transform.cameraToCenterDistance/a[3]*.5}},he.prototype.isOffscreen=function(t,e,r,n){return r<100||t>=this.screenRightBoundary||n<100||e>this.screenBottomBoundary},he.prototype.isInsideGrid=function(t,e,r,n){return r>=0&&t<this.gridRightBoundary&&n>=0&&e<this.gridBottomBoundary},he.prototype.getViewportMatrix=function(){var e=t.identity([]);return t.translate(e,e,[-100,-100,0]),e};var pe=function(t,e,r,n){this.opacity=t?Math.max(0,Math.min(1,t.opacity+(t.placed?e:-e))):n&&r?1:0,this.placed=r};pe.prototype.isHidden=function(){return 0===this.opacity&&!this.placed};var de=function(t,e,r,n,a){this.text=new pe(t?t.text:null,e,r,a),this.icon=new pe(t?t.icon:null,e,n,a)};de.prototype.isHidden=function(){return this.text.isHidden()&&this.icon.isHidden()};var ge=function(t,e,r){this.text=t,this.icon=e,this.skipFade=r},me=function(){this.invProjMatrix=t.create(),this.viewportMatrix=t.create(),this.circles=[]},ve=function(t,e,r,n,a){this.bucketInstanceId=t,this.featureIndex=e,this.sourceLayerIndex=r,this.bucketIndex=n,this.tileID=a},ye=function(t){this.crossSourceCollisions=t,this.maxGroupID=0,this.collisionGroups={}};function xe(e,r,n,a,i){var o=t.getAnchorAlignment(e),s=-(o.horizontalAlign-.5)*r,l=-(o.verticalAlign-.5)*n,c=t.evaluateVariableOffset(e,a);return new t.Point(s+c[0]*i,l+c[1]*i)}function be(e,r,n,a,i,o){var s=e.x1,l=e.x2,c=e.y1,u=e.y2,h=e.anchorPointX,f=e.anchorPointY,p=new t.Point(r,n);return a&&p._rotate(i?o:-o),{x1:s+p.x,y1:c+p.y,x2:l+p.x,y2:u+p.y,anchorPointX:h,anchorPointY:f}}ye.prototype.get=function(t){if(this.crossSourceCollisions)return{ID:0,predicate:null};if(!this.collisionGroups[t]){var e=++this.maxGroupID;this.collisionGroups[t]={ID:e,predicate:function(t){return t.collisionGroupID===e}}}return this.collisionGroups[t]};var _e=function(t,e,r,n){this.transform=t.clone(),this.collisionIndex=new he(this.transform),this.placements={},this.opacities={},this.variableOffsets={},this.stale=!1,this.commitTime=0,this.fadeDuration=e,this.retainedQueryData={},this.collisionGroups=new ye(r),this.collisionCircleArrays={},this.prevPlacement=n,n&&(n.prevPlacement=void 0),this.placedOrientations={}};function we(t,e,r,n,a){t.emplaceBack(e?1:0,r?1:0,n||0,a||0),t.emplaceBack(e?1:0,r?1:0,n||0,a||0),t.emplaceBack(e?1:0,r?1:0,n||0,a||0),t.emplaceBack(e?1:0,r?1:0,n||0,a||0)}_e.prototype.getBucketParts=function(e,r,n,a){var i=n.getBucket(r),o=n.latestFeatureIndex;if(i&&o&&r.id===i.layerIds[0]){var s=n.collisionBoxArray,l=i.layers[0].layout,c=Math.pow(2,this.transform.zoom-n.tileID.overscaledZ),u=n.tileSize/t.EXTENT,h=this.transform.calculatePosMatrix(n.tileID.toUnwrapped()),f=\"map\"===l.get(\"text-pitch-alignment\"),p=\"map\"===l.get(\"text-rotation-alignment\"),d=fe(n,1,this.transform.zoom),g=Kt(h,f,p,this.transform,d),m=null;if(f){var v=Qt(h,f,p,this.transform,d);m=t.multiply([],this.transform.labelPlaneMatrix,v)}this.retainedQueryData[i.bucketInstanceId]=new ve(i.bucketInstanceId,o,i.sourceLayerIndex,i.index,n.tileID);var y={bucket:i,layout:l,posMatrix:h,textLabelPlaneMatrix:g,labelToScreenMatrix:m,scale:c,textPixelRatio:u,holdingForFade:n.holdingForFade(),collisionBoxArray:s,partiallyEvaluatedTextSize:t.evaluateSizeForZoom(i.textSizeData,this.transform.zoom),collisionGroup:this.collisionGroups.get(i.sourceID)};if(a)for(var x=0,b=i.sortKeyRanges;x<b.length;x+=1){var _=b[x];e.push({sortKey:_.sortKey,symbolInstanceStart:_.symbolInstanceStart,symbolInstanceEnd:_.symbolInstanceEnd,parameters:y})}else e.push({symbolInstanceStart:0,symbolInstanceEnd:i.symbolInstances.length,parameters:y})}},_e.prototype.attemptAnchorPlacement=function(t,e,r,n,a,i,o,s,l,c,u,h,f,p,d){var g,m=[h.textOffset0,h.textOffset1],v=xe(t,r,n,m,a),y=this.collisionIndex.placeCollisionBox(be(e,v.x,v.y,i,o,this.transform.angle),u,s,l,c.predicate);if(!d||0!==this.collisionIndex.placeCollisionBox(be(d,v.x,v.y,i,o,this.transform.angle),u,s,l,c.predicate).box.length)return y.box.length>0?(this.prevPlacement&&this.prevPlacement.variableOffsets[h.crossTileID]&&this.prevPlacement.placements[h.crossTileID]&&this.prevPlacement.placements[h.crossTileID].text&&(g=this.prevPlacement.variableOffsets[h.crossTileID].anchor),this.variableOffsets[h.crossTileID]={textOffset:m,width:r,height:n,anchor:t,textBoxScale:a,prevAnchor:g},this.markUsedJustification(f,t,h,p),f.allowVerticalPlacement&&(this.markUsedOrientation(f,p,h),this.placedOrientations[h.crossTileID]=p),{shift:v,placedGlyphBoxes:y}):void 0},_e.prototype.placeLayerBucketPart=function(e,r,n){var a=this,i=e.parameters,o=i.bucket,s=i.layout,l=i.posMatrix,c=i.textLabelPlaneMatrix,u=i.labelToScreenMatrix,h=i.textPixelRatio,f=i.holdingForFade,p=i.collisionBoxArray,d=i.partiallyEvaluatedTextSize,g=i.collisionGroup,m=s.get(\"text-optional\"),v=s.get(\"icon-optional\"),y=s.get(\"text-allow-overlap\"),x=s.get(\"icon-allow-overlap\"),b=\"map\"===s.get(\"text-rotation-alignment\"),_=\"map\"===s.get(\"text-pitch-alignment\"),w=\"none\"!==s.get(\"icon-text-fit\"),T=\"viewport-y\"===s.get(\"symbol-z-order\"),k=y&&(x||!o.hasIconData()||v),M=x&&(y||!o.hasTextData()||m);!o.collisionArrays&&p&&o.deserializeCollisionBoxes(p);var A=function(e,i){if(!r[e.crossTileID])if(f)a.placements[e.crossTileID]=new ge(!1,!1,!1);else{var p,T=!1,A=!1,S=!0,E=null,C={box:null,offscreen:null},L={box:null,offscreen:null},P=null,I=null,z=0,O=0,D=0;i.textFeatureIndex?z=i.textFeatureIndex:e.useRuntimeCollisionCircles&&(z=e.featureIndex),i.verticalTextFeatureIndex&&(O=i.verticalTextFeatureIndex);var R=i.textBox;if(R){var F=function(r){var n=t.WritingMode.horizontal;if(o.allowVerticalPlacement&&!r&&a.prevPlacement){var i=a.prevPlacement.placedOrientations[e.crossTileID];i&&(a.placedOrientations[e.crossTileID]=i,a.markUsedOrientation(o,n=i,e))}return n},B=function(r,n){if(o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&i.verticalTextBox)for(var a=0,s=o.writingModes;a<s.length&&(s[a]===t.WritingMode.vertical?(C=n(),L=C):C=r(),!(C&&C.box&&C.box.length));a+=1);else C=r()};if(s.get(\"text-variable-anchor\")){var N=s.get(\"text-variable-anchor\");if(a.prevPlacement&&a.prevPlacement.variableOffsets[e.crossTileID]){var j=a.prevPlacement.variableOffsets[e.crossTileID];N.indexOf(j.anchor)>0&&(N=N.filter((function(t){return t!==j.anchor}))).unshift(j.anchor)}var U=function(t,r,n){for(var i=t.x2-t.x1,s=t.y2-t.y1,c=e.textBoxScale,u=w&&!x?r:null,f={box:[],offscreen:!1},p=y?2*N.length:N.length,d=0;d<p;++d){var m=a.attemptAnchorPlacement(N[d%N.length],t,i,s,c,b,_,h,l,g,d>=N.length,e,o,n,u);if(m&&(f=m.placedGlyphBoxes)&&f.box&&f.box.length){T=!0,E=m.shift;break}}return f};B((function(){return U(R,i.iconBox,t.WritingMode.horizontal)}),(function(){var r=i.verticalTextBox;return o.allowVerticalPlacement&&!(C&&C.box&&C.box.length)&&e.numVerticalGlyphVertices>0&&r?U(r,i.verticalIconBox,t.WritingMode.vertical):{box:null,offscreen:null}})),C&&(T=C.box,S=C.offscreen);var V=F(C&&C.box);if(!T&&a.prevPlacement){var q=a.prevPlacement.variableOffsets[e.crossTileID];q&&(a.variableOffsets[e.crossTileID]=q,a.markUsedJustification(o,q.anchor,e,V))}}else{var H=function(t,r){var n=a.collisionIndex.placeCollisionBox(t,y,h,l,g.predicate);return n&&n.box&&n.box.length&&(a.markUsedOrientation(o,r,e),a.placedOrientations[e.crossTileID]=r),n};B((function(){return H(R,t.WritingMode.horizontal)}),(function(){var r=i.verticalTextBox;return o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&r?H(r,t.WritingMode.vertical):{box:null,offscreen:null}})),F(C&&C.box&&C.box.length)}}if(T=(p=C)&&p.box&&p.box.length>0,S=p&&p.offscreen,e.useRuntimeCollisionCircles){var G=o.text.placedSymbolArray.get(e.centerJustifiedTextSymbolIndex),Y=t.evaluateSizeForFeature(o.textSizeData,d,G),W=s.get(\"text-padding\");P=a.collisionIndex.placeCollisionCircles(y,G,o.lineVertexArray,o.glyphOffsetArray,Y,l,c,u,n,_,g.predicate,e.collisionCircleDiameter,W),T=y||P.circles.length>0&&!P.collisionDetected,S=S&&P.offscreen}if(i.iconFeatureIndex&&(D=i.iconFeatureIndex),i.iconBox){var Z=function(t){var e=w&&E?be(t,E.x,E.y,b,_,a.transform.angle):t;return a.collisionIndex.placeCollisionBox(e,x,h,l,g.predicate)};A=L&&L.box&&L.box.length&&i.verticalIconBox?(I=Z(i.verticalIconBox)).box.length>0:(I=Z(i.iconBox)).box.length>0,S=S&&I.offscreen}var X=m||0===e.numHorizontalGlyphVertices&&0===e.numVerticalGlyphVertices,J=v||0===e.numIconVertices;if(X||J?J?X||(A=A&&T):T=A&&T:A=T=A&&T,T&&p&&p.box&&a.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,L&&L.box&&O?O:z,g.ID),A&&I&&a.collisionIndex.insertCollisionBox(I.box,s.get(\"icon-ignore-placement\"),o.bucketInstanceId,D,g.ID),P&&(T&&a.collisionIndex.insertCollisionCircles(P.circles,s.get(\"text-ignore-placement\"),o.bucketInstanceId,z,g.ID),n)){var K=o.bucketInstanceId,Q=a.collisionCircleArrays[K];void 0===Q&&(Q=a.collisionCircleArrays[K]=new me);for(var $=0;$<P.circles.length;$+=4)Q.circles.push(P.circles[$+0]),Q.circles.push(P.circles[$+1]),Q.circles.push(P.circles[$+2]),Q.circles.push(P.collisionDetected?1:0)}a.placements[e.crossTileID]=new ge(T||k,A||M,S||o.justReloaded),r[e.crossTileID]=!0}};if(T)for(var S=o.getSortedSymbolIndexes(this.transform.angle),E=S.length-1;E>=0;--E){var C=S[E];A(o.symbolInstances.get(C),o.collisionArrays[C])}else for(var L=e.symbolInstanceStart;L<e.symbolInstanceEnd;L++)A(o.symbolInstances.get(L),o.collisionArrays[L]);if(n&&o.bucketInstanceId in this.collisionCircleArrays){var P=this.collisionCircleArrays[o.bucketInstanceId];t.invert(P.invProjMatrix,l),P.viewportMatrix=this.collisionIndex.getViewportMatrix()}o.justReloaded=!1},_e.prototype.markUsedJustification=function(e,r,n,a){var i;i=a===t.WritingMode.vertical?n.verticalPlacedTextSymbolIndex:{left:n.leftJustifiedTextSymbolIndex,center:n.centerJustifiedTextSymbolIndex,right:n.rightJustifiedTextSymbolIndex}[t.getAnchorJustification(r)];for(var o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex,n.verticalPlacedTextSymbolIndex];o<s.length;o+=1){var l=s[o];l>=0&&(e.text.placedSymbolArray.get(l).crossTileID=i>=0&&l!==i?0:n.crossTileID)}},_e.prototype.markUsedOrientation=function(e,r,n){for(var a=r===t.WritingMode.horizontal||r===t.WritingMode.horizontalOnly?r:0,i=r===t.WritingMode.vertical?r:0,o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex];o<s.length;o+=1)e.text.placedSymbolArray.get(s[o]).placedOrientation=a;n.verticalPlacedTextSymbolIndex&&(e.text.placedSymbolArray.get(n.verticalPlacedTextSymbolIndex).placedOrientation=i)},_e.prototype.commit=function(t){this.commitTime=t,this.zoomAtLastRecencyCheck=this.transform.zoom;var e=this.prevPlacement,r=!1;this.prevZoomAdjustment=e?e.zoomAdjustment(this.transform.zoom):0;var n=e?e.symbolFadeChange(t):1,a=e?e.opacities:{},i=e?e.variableOffsets:{},o=e?e.placedOrientations:{};for(var s in this.placements){var l=this.placements[s],c=a[s];c?(this.opacities[s]=new de(c,n,l.text,l.icon),r=r||l.text!==c.text.placed||l.icon!==c.icon.placed):(this.opacities[s]=new de(null,n,l.text,l.icon,l.skipFade),r=r||l.text||l.icon)}for(var u in a){var h=a[u];if(!this.opacities[u]){var f=new de(h,n,!1,!1);f.isHidden()||(this.opacities[u]=f,r=r||h.text.placed||h.icon.placed)}}for(var p in i)this.variableOffsets[p]||!this.opacities[p]||this.opacities[p].isHidden()||(this.variableOffsets[p]=i[p]);for(var d in o)this.placedOrientations[d]||!this.opacities[d]||this.opacities[d].isHidden()||(this.placedOrientations[d]=o[d]);r?this.lastPlacementChangeTime=t:\"number\"!=typeof this.lastPlacementChangeTime&&(this.lastPlacementChangeTime=e?e.lastPlacementChangeTime:t)},_e.prototype.updateLayerOpacities=function(t,e){for(var r={},n=0,a=e;n<a.length;n+=1){var i=a[n],o=i.getBucket(t);o&&i.latestFeatureIndex&&t.id===o.layerIds[0]&&this.updateBucketOpacities(o,r,i.collisionBoxArray)}},_e.prototype.updateBucketOpacities=function(e,r,n){var a=this;e.hasTextData()&&e.text.opacityVertexArray.clear(),e.hasIconData()&&e.icon.opacityVertexArray.clear(),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexArray.clear(),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexArray.clear();var i=e.layers[0].layout,o=new de(null,0,!1,!1,!0),s=i.get(\"text-allow-overlap\"),l=i.get(\"icon-allow-overlap\"),c=i.get(\"text-variable-anchor\"),u=\"map\"===i.get(\"text-rotation-alignment\"),h=\"map\"===i.get(\"text-pitch-alignment\"),f=\"none\"!==i.get(\"icon-text-fit\"),p=new de(null,0,s&&(l||!e.hasIconData()||i.get(\"icon-optional\")),l&&(s||!e.hasTextData()||i.get(\"text-optional\")),!0);!e.collisionArrays&&n&&(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData())&&e.deserializeCollisionBoxes(n);for(var d=function(t,e,r){for(var n=0;n<e/4;n++)t.opacityVertexArray.emplaceBack(r)},g=function(n){var i=e.symbolInstances.get(n),s=i.numHorizontalGlyphVertices,l=i.numVerticalGlyphVertices,g=i.crossTileID,m=a.opacities[g];r[g]?m=o:m||(a.opacities[g]=m=p),r[g]=!0;var v=i.numIconVertices>0,y=a.placedOrientations[i.crossTileID],x=y===t.WritingMode.vertical,b=y===t.WritingMode.horizontal||y===t.WritingMode.horizontalOnly;if(s>0||l>0){var _=Le(m.text);d(e.text,s,x?Pe:_),d(e.text,l,b?Pe:_);var w=m.text.isHidden();[i.rightJustifiedTextSymbolIndex,i.centerJustifiedTextSymbolIndex,i.leftJustifiedTextSymbolIndex].forEach((function(t){t>=0&&(e.text.placedSymbolArray.get(t).hidden=w||x?1:0)})),i.verticalPlacedTextSymbolIndex>=0&&(e.text.placedSymbolArray.get(i.verticalPlacedTextSymbolIndex).hidden=w||b?1:0);var T=a.variableOffsets[i.crossTileID];T&&a.markUsedJustification(e,T.anchor,i,y);var k=a.placedOrientations[i.crossTileID];k&&(a.markUsedJustification(e,\"left\",i,k),a.markUsedOrientation(e,k,i))}if(v){var M=Le(m.icon),A=!(f&&i.verticalPlacedIconSymbolIndex&&x);i.placedIconSymbolIndex>=0&&(d(e.icon,i.numIconVertices,A?M:Pe),e.icon.placedSymbolArray.get(i.placedIconSymbolIndex).hidden=m.icon.isHidden()),i.verticalPlacedIconSymbolIndex>=0&&(d(e.icon,i.numVerticalIconVertices,A?Pe:M),e.icon.placedSymbolArray.get(i.verticalPlacedIconSymbolIndex).hidden=m.icon.isHidden())}if(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData()){var S=e.collisionArrays[n];if(S){var E=new t.Point(0,0);if(S.textBox||S.verticalTextBox){var C=!0;if(c){var L=a.variableOffsets[g];L?(E=xe(L.anchor,L.width,L.height,L.textOffset,L.textBoxScale),u&&E._rotate(h?a.transform.angle:-a.transform.angle)):C=!1}S.textBox&&we(e.textCollisionBox.collisionVertexArray,m.text.placed,!C||x,E.x,E.y),S.verticalTextBox&&we(e.textCollisionBox.collisionVertexArray,m.text.placed,!C||b,E.x,E.y)}var P=Boolean(!b&&S.verticalIconBox);S.iconBox&&we(e.iconCollisionBox.collisionVertexArray,m.icon.placed,P,f?E.x:0,f?E.y:0),S.verticalIconBox&&we(e.iconCollisionBox.collisionVertexArray,m.icon.placed,!P,f?E.x:0,f?E.y:0)}}},m=0;m<e.symbolInstances.length;m++)g(m);if(e.sortFeatures(this.transform.angle),this.retainedQueryData[e.bucketInstanceId]&&(this.retainedQueryData[e.bucketInstanceId].featureSortOrder=e.featureSortOrder),e.hasTextData()&&e.text.opacityVertexBuffer&&e.text.opacityVertexBuffer.updateData(e.text.opacityVertexArray),e.hasIconData()&&e.icon.opacityVertexBuffer&&e.icon.opacityVertexBuffer.updateData(e.icon.opacityVertexArray),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexBuffer&&e.iconCollisionBox.collisionVertexBuffer.updateData(e.iconCollisionBox.collisionVertexArray),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexBuffer&&e.textCollisionBox.collisionVertexBuffer.updateData(e.textCollisionBox.collisionVertexArray),e.bucketInstanceId in this.collisionCircleArrays){var v=this.collisionCircleArrays[e.bucketInstanceId];e.placementInvProjMatrix=v.invProjMatrix,e.placementViewportMatrix=v.viewportMatrix,e.collisionCircleArray=v.circles,delete this.collisionCircleArrays[e.bucketInstanceId]}},_e.prototype.symbolFadeChange=function(t){return 0===this.fadeDuration?1:(t-this.commitTime)/this.fadeDuration+this.prevZoomAdjustment},_e.prototype.zoomAdjustment=function(t){return Math.max(0,(this.transform.zoom-t)/1.5)},_e.prototype.hasTransitions=function(t){return this.stale||t-this.lastPlacementChangeTime<this.fadeDuration},_e.prototype.stillRecent=function(t,e){var r=this.zoomAtLastRecencyCheck===e?1-this.zoomAdjustment(e):1;return this.zoomAtLastRecencyCheck=e,this.commitTime+this.fadeDuration*r>t},_e.prototype.setStale=function(){this.stale=!0};var Te=Math.pow(2,25),ke=Math.pow(2,24),Me=Math.pow(2,17),Ae=Math.pow(2,16),Se=Math.pow(2,9),Ee=Math.pow(2,8),Ce=Math.pow(2,1);function Le(t){if(0===t.opacity&&!t.placed)return 0;if(1===t.opacity&&t.placed)return 4294967295;var e=t.placed?1:0,r=Math.floor(127*t.opacity);return r*Te+e*ke+r*Me+e*Ae+r*Se+e*Ee+r*Ce+e}var Pe=0,Ie=function(t){this._sortAcrossTiles=\"viewport-y\"!==t.layout.get(\"symbol-z-order\")&&void 0!==t.layout.get(\"symbol-sort-key\").constantOr(1),this._currentTileIndex=0,this._currentPartIndex=0,this._seenCrossTileIDs={},this._bucketParts=[]};Ie.prototype.continuePlacement=function(t,e,r,n,a){for(var i=this._bucketParts;this._currentTileIndex<t.length;)if(e.getBucketParts(i,n,t[this._currentTileIndex],this._sortAcrossTiles),this._currentTileIndex++,a())return!0;for(this._sortAcrossTiles&&(this._sortAcrossTiles=!1,i.sort((function(t,e){return t.sortKey-e.sortKey})));this._currentPartIndex<i.length;)if(e.placeLayerBucketPart(i[this._currentPartIndex],this._seenCrossTileIDs,r),this._currentPartIndex++,a())return!0;return!1};var ze=function(t,e,r,n,a,i,o){this.placement=new _e(t,a,i,o),this._currentPlacementIndex=e.length-1,this._forceFullPlacement=r,this._showCollisionBoxes=n,this._done=!1};ze.prototype.isDone=function(){return this._done},ze.prototype.continuePlacement=function(e,r,n){for(var a=this,i=t.browser.now(),o=function(){var e=t.browser.now()-i;return!a._forceFullPlacement&&e>2};this._currentPlacementIndex>=0;){var s=r[e[this._currentPlacementIndex]],l=this.placement.collisionIndex.transform.zoom;if(\"symbol\"===s.type&&(!s.minzoom||s.minzoom<=l)&&(!s.maxzoom||s.maxzoom>l)){if(this._inProgressLayer||(this._inProgressLayer=new Ie(s)),this._inProgressLayer.continuePlacement(n[s.source],this.placement,this._showCollisionBoxes,s,o))return;delete this._inProgressLayer}this._currentPlacementIndex--}this._done=!0},ze.prototype.commit=function(t){return this.placement.commit(t),this.placement};var Oe=512/t.EXTENT/2,De=function(t,e,r){this.tileID=t,this.indexedSymbolInstances={},this.bucketInstanceId=r;for(var n=0;n<e.length;n++){var a=e.get(n),i=a.key;this.indexedSymbolInstances[i]||(this.indexedSymbolInstances[i]=[]),this.indexedSymbolInstances[i].push({crossTileID:a.crossTileID,coord:this.getScaledCoordinates(a,t)})}};De.prototype.getScaledCoordinates=function(e,r){var n=Oe/Math.pow(2,r.canonical.z-this.tileID.canonical.z);return{x:Math.floor((r.canonical.x*t.EXTENT+e.anchorX)*n),y:Math.floor((r.canonical.y*t.EXTENT+e.anchorY)*n)}},De.prototype.findMatches=function(t,e,r){for(var n=this.tileID.canonical.z<e.canonical.z?1:Math.pow(2,this.tileID.canonical.z-e.canonical.z),a=0;a<t.length;a++){var i=t.get(a);if(!i.crossTileID){var o=this.indexedSymbolInstances[i.key];if(o)for(var s=this.getScaledCoordinates(i,e),l=0,c=o;l<c.length;l+=1){var u=c[l];if(Math.abs(u.coord.x-s.x)<=n&&Math.abs(u.coord.y-s.y)<=n&&!r[u.crossTileID]){r[u.crossTileID]=!0,i.crossTileID=u.crossTileID;break}}}}};var Re=function(){this.maxCrossTileID=0};Re.prototype.generate=function(){return++this.maxCrossTileID};var Fe=function(){this.indexes={},this.usedCrossTileIDs={},this.lng=0};Fe.prototype.handleWrapJump=function(t){var e=Math.round((t-this.lng)/360);if(0!==e)for(var r in this.indexes){var n=this.indexes[r],a={};for(var i in n){var o=n[i];o.tileID=o.tileID.unwrapTo(o.tileID.wrap+e),a[o.tileID.key]=o}this.indexes[r]=a}this.lng=t},Fe.prototype.addBucket=function(t,e,r){if(this.indexes[t.overscaledZ]&&this.indexes[t.overscaledZ][t.key]){if(this.indexes[t.overscaledZ][t.key].bucketInstanceId===e.bucketInstanceId)return!1;this.removeBucketCrossTileIDs(t.overscaledZ,this.indexes[t.overscaledZ][t.key])}for(var n=0;n<e.symbolInstances.length;n++)e.symbolInstances.get(n).crossTileID=0;this.usedCrossTileIDs[t.overscaledZ]||(this.usedCrossTileIDs[t.overscaledZ]={});var a=this.usedCrossTileIDs[t.overscaledZ];for(var i in this.indexes){var o=this.indexes[i];if(Number(i)>t.overscaledZ)for(var s in o){var l=o[s];l.tileID.isChildOf(t)&&l.findMatches(e.symbolInstances,t,a)}else{var c=o[t.scaledTo(Number(i)).key];c&&c.findMatches(e.symbolInstances,t,a)}}for(var u=0;u<e.symbolInstances.length;u++){var h=e.symbolInstances.get(u);h.crossTileID||(h.crossTileID=r.generate(),a[h.crossTileID]=!0)}return void 0===this.indexes[t.overscaledZ]&&(this.indexes[t.overscaledZ]={}),this.indexes[t.overscaledZ][t.key]=new De(t,e.symbolInstances,e.bucketInstanceId),!0},Fe.prototype.removeBucketCrossTileIDs=function(t,e){for(var r in e.indexedSymbolInstances)for(var n=0,a=e.indexedSymbolInstances[r];n<a.length;n+=1)delete this.usedCrossTileIDs[t][a[n].crossTileID]},Fe.prototype.removeStaleBuckets=function(t){var e=!1;for(var r in this.indexes){var n=this.indexes[r];for(var a in n)t[n[a].bucketInstanceId]||(this.removeBucketCrossTileIDs(r,n[a]),delete n[a],e=!0)}return e};var Be=function(){this.layerIndexes={},this.crossTileIDs=new Re,this.maxBucketInstanceId=0,this.bucketsInCurrentPlacement={}};Be.prototype.addLayer=function(t,e,r){var n=this.layerIndexes[t.id];void 0===n&&(n=this.layerIndexes[t.id]=new Fe);var a=!1,i={};n.handleWrapJump(r);for(var o=0,s=e;o<s.length;o+=1){var l=s[o],c=l.getBucket(t);c&&t.id===c.layerIds[0]&&(c.bucketInstanceId||(c.bucketInstanceId=++this.maxBucketInstanceId),n.addBucket(l.tileID,c,this.crossTileIDs)&&(a=!0),i[c.bucketInstanceId]=!0)}return n.removeStaleBuckets(i)&&(a=!0),a},Be.prototype.pruneUnusedLayers=function(t){var e={};for(var r in t.forEach((function(t){e[t]=!0})),this.layerIndexes)e[r]||delete this.layerIndexes[r]};var Ne=function(e,r){return t.emitValidationErrors(e,r&&r.filter((function(t){return\"source.canvas\"!==t.identifier})))},je=t.pick(Ut,[\"addLayer\",\"removeLayer\",\"setPaintProperty\",\"setLayoutProperty\",\"setFilter\",\"addSource\",\"removeSource\",\"setLayerZoomRange\",\"setLight\",\"setTransition\",\"setGeoJSONSourceData\"]),Ue=t.pick(Ut,[\"setCenter\",\"setZoom\",\"setBearing\",\"setPitch\"]),Ve=function(){var e={},r=t.styleSpec.$version;for(var n in t.styleSpec.$root){var a,i=t.styleSpec.$root[n];i.required&&null!=(a=\"version\"===n?r:\"array\"===i.type?[]:{})&&(e[n]=a)}return e}(),qe=function(e){function r(n,a){var i=this;void 0===a&&(a={}),e.call(this),this.map=n,this.dispatcher=new k(Bt(),this),this.imageManager=new f,this.imageManager.setEventedParent(this),this.glyphManager=new x(n._requestManager,a.localIdeographFontFamily),this.lineAtlas=new T(256,512),this.crossTileSymbolIndex=new Be,this._layers={},this._serializedLayers={},this._order=[],this.sourceCaches={},this.zoomHistory=new t.ZoomHistory,this._loaded=!1,this._availableImages=[],this._resetUpdates(),this.dispatcher.broadcast(\"setReferrer\",t.getReferrer());var o=this;this._rtlTextPluginCallback=r.registerForPluginStateChange((function(e){o.dispatcher.broadcast(\"syncRTLPluginState\",{pluginStatus:e.pluginStatus,pluginURL:e.pluginURL},(function(e,r){if(t.triggerPluginCompletionEvent(e),r&&r.every((function(t){return t})))for(var n in o.sourceCaches)o.sourceCaches[n].reload()}))})),this.on(\"data\",(function(t){if(\"source\"===t.dataType&&\"metadata\"===t.sourceDataType){var e=i.sourceCaches[t.sourceId];if(e){var r=e.getSource();if(r&&r.vectorLayerIds)for(var n in i._layers){var a=i._layers[n];a.source===r.id&&i._validateLayer(a)}}}}))}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.loadURL=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"}));var a=\"boolean\"==typeof r.validate?r.validate:!t.isMapboxURL(e);e=this.map._requestManager.normalizeStyleURL(e,r.accessToken);var i=this.map._requestManager.transformRequest(e,t.ResourceType.Style);this._request=t.getJSON(i,(function(e,r){n._request=null,e?n.fire(new t.ErrorEvent(e)):r&&n._load(r,a)}))},r.prototype.loadJSON=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._request=t.browser.frame((function(){n._request=null,n._load(e,!1!==r.validate)}))},r.prototype.loadEmpty=function(){this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._load(Ve,!1)},r.prototype._load=function(e,r){if(!r||!Ne(this,t.validateStyle(e))){for(var n in this._loaded=!0,this.stylesheet=e,e.sources)this.addSource(n,e.sources[n],{validate:!1});e.sprite?this._loadSprite(e.sprite):this.imageManager.setLoaded(!0),this.glyphManager.setURL(e.glyphs);var a=jt(this.stylesheet.layers);this._order=a.map((function(t){return t.id})),this._layers={},this._serializedLayers={};for(var i=0,o=a;i<o.length;i+=1){var s=o[i];(s=t.createStyleLayer(s)).setEventedParent(this,{layer:{id:s.id}}),this._layers[s.id]=s,this._serializedLayers[s.id]=s.serialize()}this.dispatcher.broadcast(\"setLayers\",this._serializeLayers(this._order)),this.light=new w(this.stylesheet.light),this.fire(new t.Event(\"data\",{dataType:\"style\"})),this.fire(new t.Event(\"style.load\"))}},r.prototype._loadSprite=function(e){var r=this;this._spriteRequest=function(e,r,n){var a,i,o,s=t.browser.devicePixelRatio>1?\"@2x\":\"\",l=t.getJSON(r.transformRequest(r.normalizeSpriteURL(e,s,\".json\"),t.ResourceType.SpriteJSON),(function(t,e){l=null,o||(o=t,a=e,u())})),c=t.getImage(r.transformRequest(r.normalizeSpriteURL(e,s,\".png\"),t.ResourceType.SpriteImage),(function(t,e){c=null,o||(o=t,i=e,u())}));function u(){if(o)n(o);else if(a&&i){var e=t.browser.getImageData(i),r={};for(var s in a){var l=a[s],c=l.width,u=l.height,h=l.x,f=l.y,p=l.sdf,d=l.pixelRatio,g=l.stretchX,m=l.stretchY,v=l.content,y=new t.RGBAImage({width:c,height:u});t.RGBAImage.copy(e,y,{x:h,y:f},{x:0,y:0},{width:c,height:u}),r[s]={data:y,pixelRatio:d,sdf:p,stretchX:g,stretchY:m,content:v}}n(null,r)}}return{cancel:function(){l&&(l.cancel(),l=null),c&&(c.cancel(),c=null)}}}(e,this.map._requestManager,(function(e,n){if(r._spriteRequest=null,e)r.fire(new t.ErrorEvent(e));else if(n)for(var a in n)r.imageManager.addImage(a,n[a]);r.imageManager.setLoaded(!0),r._availableImages=r.imageManager.listImages(),r.dispatcher.broadcast(\"setImages\",r._availableImages),r.fire(new t.Event(\"data\",{dataType:\"style\"}))}))},r.prototype._validateLayer=function(e){var r=this.sourceCaches[e.source];if(r){var n=e.sourceLayer;if(n){var a=r.getSource();(\"geojson\"===a.type||a.vectorLayerIds&&-1===a.vectorLayerIds.indexOf(n))&&this.fire(new t.ErrorEvent(new Error('Source layer \"'+n+'\" does not exist on source \"'+a.id+'\" as specified by style layer \"'+e.id+'\"')))}}},r.prototype.loaded=function(){if(!this._loaded)return!1;if(Object.keys(this._updatedSources).length)return!1;for(var t in this.sourceCaches)if(!this.sourceCaches[t].loaded())return!1;return!!this.imageManager.isLoaded()},r.prototype._serializeLayers=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var a=this._layers[n[r]];\"custom\"!==a.type&&e.push(a.serialize())}return e},r.prototype.hasTransitions=function(){if(this.light&&this.light.hasTransition())return!0;for(var t in this.sourceCaches)if(this.sourceCaches[t].hasTransition())return!0;for(var e in this._layers)if(this._layers[e].hasTransition())return!0;return!1},r.prototype._checkLoaded=function(){if(!this._loaded)throw new Error(\"Style is not done loading\")},r.prototype.update=function(e){if(this._loaded){var r=this._changed;if(this._changed){var n=Object.keys(this._updatedLayers),a=Object.keys(this._removedLayers);for(var i in(n.length||a.length)&&this._updateWorkerLayers(n,a),this._updatedSources){var o=this._updatedSources[i];\"reload\"===o?this._reloadSource(i):\"clear\"===o&&this._clearSource(i)}for(var s in this._updateTilesForChangedImages(),this._updatedPaintProps)this._layers[s].updateTransitions(e);this.light.updateTransitions(e),this._resetUpdates()}for(var l in this.sourceCaches)this.sourceCaches[l].used=!1;for(var c=0,u=this._order;c<u.length;c+=1){var h=this._layers[u[c]];h.recalculate(e,this._availableImages),!h.isHidden(e.zoom)&&h.source&&(this.sourceCaches[h.source].used=!0)}this.light.recalculate(e),this.z=e.zoom,r&&this.fire(new t.Event(\"data\",{dataType:\"style\"}))}},r.prototype._updateTilesForChangedImages=function(){var t=Object.keys(this._changedImages);if(t.length){for(var e in this.sourceCaches)this.sourceCaches[e].reloadTilesForDependencies([\"icons\",\"patterns\"],t);this._changedImages={}}},r.prototype._updateWorkerLayers=function(t,e){this.dispatcher.broadcast(\"updateLayers\",{layers:this._serializeLayers(t),removedIds:e})},r.prototype._resetUpdates=function(){this._changed=!1,this._updatedLayers={},this._removedLayers={},this._updatedSources={},this._updatedPaintProps={},this._changedImages={}},r.prototype.setState=function(e){var r=this;if(this._checkLoaded(),Ne(this,t.validateStyle(e)))return!1;(e=t.clone$1(e)).layers=jt(e.layers);var n=function(e,r){if(!e)return[{command:Ut.setStyle,args:[r]}];var n=[];try{if(!t.deepEqual(e.version,r.version))return[{command:Ut.setStyle,args:[r]}];t.deepEqual(e.center,r.center)||n.push({command:Ut.setCenter,args:[r.center]}),t.deepEqual(e.zoom,r.zoom)||n.push({command:Ut.setZoom,args:[r.zoom]}),t.deepEqual(e.bearing,r.bearing)||n.push({command:Ut.setBearing,args:[r.bearing]}),t.deepEqual(e.pitch,r.pitch)||n.push({command:Ut.setPitch,args:[r.pitch]}),t.deepEqual(e.sprite,r.sprite)||n.push({command:Ut.setSprite,args:[r.sprite]}),t.deepEqual(e.glyphs,r.glyphs)||n.push({command:Ut.setGlyphs,args:[r.glyphs]}),t.deepEqual(e.transition,r.transition)||n.push({command:Ut.setTransition,args:[r.transition]}),t.deepEqual(e.light,r.light)||n.push({command:Ut.setLight,args:[r.light]});var a={},i=[];!function(e,r,n,a){var i;for(i in r=r||{},e=e||{})e.hasOwnProperty(i)&&(r.hasOwnProperty(i)||qt(i,n,a));for(i in r)r.hasOwnProperty(i)&&(e.hasOwnProperty(i)?t.deepEqual(e[i],r[i])||(\"geojson\"===e[i].type&&\"geojson\"===r[i].type&&Gt(e,r,i)?n.push({command:Ut.setGeoJSONSourceData,args:[i,r[i].data]}):Ht(i,r,n,a)):Vt(i,r,n))}(e.sources,r.sources,i,a);var o=[];e.layers&&e.layers.forEach((function(t){a[t.source]?n.push({command:Ut.removeLayer,args:[t.id]}):o.push(t)})),n=n.concat(i),function(e,r,n){r=r||[];var a,i,o,s,l,c,u,h=(e=e||[]).map(Wt),f=r.map(Wt),p=e.reduce(Zt,{}),d=r.reduce(Zt,{}),g=h.slice(),m=Object.create(null);for(a=0,i=0;a<h.length;a++)d.hasOwnProperty(o=h[a])?i++:(n.push({command:Ut.removeLayer,args:[o]}),g.splice(g.indexOf(o,i),1));for(a=0,i=0;a<f.length;a++)g[g.length-1-a]!==(o=f[f.length-1-a])&&(p.hasOwnProperty(o)?(n.push({command:Ut.removeLayer,args:[o]}),g.splice(g.lastIndexOf(o,g.length-i),1)):i++,n.push({command:Ut.addLayer,args:[d[o],c=g[g.length-a]]}),g.splice(g.length-a,0,o),m[o]=!0);for(a=0;a<f.length;a++)if(s=p[o=f[a]],l=d[o],!m[o]&&!t.deepEqual(s,l))if(t.deepEqual(s.source,l.source)&&t.deepEqual(s[\"source-layer\"],l[\"source-layer\"])&&t.deepEqual(s.type,l.type)){for(u in Yt(s.layout,l.layout,n,o,null,Ut.setLayoutProperty),Yt(s.paint,l.paint,n,o,null,Ut.setPaintProperty),t.deepEqual(s.filter,l.filter)||n.push({command:Ut.setFilter,args:[o,l.filter]}),t.deepEqual(s.minzoom,l.minzoom)&&t.deepEqual(s.maxzoom,l.maxzoom)||n.push({command:Ut.setLayerZoomRange,args:[o,l.minzoom,l.maxzoom]}),s)s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Yt(s[u],l[u],n,o,u.slice(6),Ut.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Ut.setLayerProperty,args:[o,u,l[u]]}));for(u in l)l.hasOwnProperty(u)&&!s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Yt(s[u],l[u],n,o,u.slice(6),Ut.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Ut.setLayerProperty,args:[o,u,l[u]]}))}else n.push({command:Ut.removeLayer,args:[o]}),c=g[g.lastIndexOf(o)+1],n.push({command:Ut.addLayer,args:[l,c]})}(o,r.layers,n)}catch(t){console.warn(\"Unable to compute style diff:\",t),n=[{command:Ut.setStyle,args:[r]}]}return n}(this.serialize(),e).filter((function(t){return!(t.command in Ue)}));if(0===n.length)return!1;var a=n.filter((function(t){return!(t.command in je)}));if(a.length>0)throw new Error(\"Unimplemented: \"+a.map((function(t){return t.command})).join(\", \")+\".\");return n.forEach((function(t){\"setTransition\"!==t.command&&r[t.command].apply(r,t.args)})),this.stylesheet=e,!0},r.prototype.addImage=function(e,r){if(this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"An image with this name already exists.\")));this.imageManager.addImage(e,r),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.updateImage=function(t,e){this.imageManager.updateImage(t,e)},r.prototype.getImage=function(t){return this.imageManager.getImage(t)},r.prototype.removeImage=function(e){if(!this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"No image with this name exists.\")));this.imageManager.removeImage(e),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.listImages=function(){return this._checkLoaded(),this.imageManager.listImages()},r.prototype.addSource=function(e,r,n){var a=this;if(void 0===n&&(n={}),this._checkLoaded(),void 0!==this.sourceCaches[e])throw new Error(\"There is already a source with this ID\");if(!r.type)throw new Error(\"The type property must be defined, but the only the following properties were given: \"+Object.keys(r).join(\", \")+\".\");if(!([\"vector\",\"raster\",\"geojson\",\"video\",\"image\"].indexOf(r.type)>=0&&this._validate(t.validateStyle.source,\"sources.\"+e,r,null,n))){this.map&&this.map._collectResourceTiming&&(r.collectResourceTiming=!0);var i=this.sourceCaches[e]=new Lt(e,r,this.dispatcher);i.style=this,i.setEventedParent(this,(function(){return{isSourceLoaded:a.loaded(),source:i.serialize(),sourceId:e}})),i.onAdd(this.map),this._changed=!0}},r.prototype.removeSource=function(e){if(this._checkLoaded(),void 0===this.sourceCaches[e])throw new Error(\"There is no source with this ID\");for(var r in this._layers)if(this._layers[r].source===e)return this.fire(new t.ErrorEvent(new Error('Source \"'+e+'\" cannot be removed while layer \"'+r+'\" is using it.')));var n=this.sourceCaches[e];delete this.sourceCaches[e],delete this._updatedSources[e],n.fire(new t.Event(\"data\",{sourceDataType:\"metadata\",dataType:\"source\",sourceId:e})),n.setEventedParent(null),n.clearTiles(),n.onRemove&&n.onRemove(this.map),this._changed=!0},r.prototype.setGeoJSONSourceData=function(t,e){this._checkLoaded(),this.sourceCaches[t].getSource().setData(e),this._changed=!0},r.prototype.getSource=function(t){return this.sourceCaches[t]&&this.sourceCaches[t].getSource()},r.prototype.addLayer=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var a=e.id;if(this.getLayer(a))this.fire(new t.ErrorEvent(new Error('Layer with id \"'+a+'\" already exists on this map')));else{var i;if(\"custom\"===e.type){if(Ne(this,t.validateCustomStyleLayer(e)))return;i=t.createStyleLayer(e)}else{if(\"object\"==typeof e.source&&(this.addSource(a,e.source),e=t.clone$1(e),e=t.extend(e,{source:a})),this._validate(t.validateStyle.layer,\"layers.\"+a,e,{arrayIndex:-1},n))return;i=t.createStyleLayer(e),this._validateLayer(i),i.setEventedParent(this,{layer:{id:a}}),this._serializedLayers[i.id]=i.serialize()}var o=r?this._order.indexOf(r):this._order.length;if(r&&-1===o)this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.')));else{if(this._order.splice(o,0,a),this._layerOrderChanged=!0,this._layers[a]=i,this._removedLayers[a]&&i.source&&\"custom\"!==i.type){var s=this._removedLayers[a];delete this._removedLayers[a],s.type!==i.type?this._updatedSources[i.source]=\"clear\":(this._updatedSources[i.source]=\"reload\",this.sourceCaches[i.source].pause())}this._updateLayer(i),i.onAdd&&i.onAdd(this.map)}}},r.prototype.moveLayer=function(e,r){if(this._checkLoaded(),this._changed=!0,this._layers[e]){if(e!==r){var n=this._order.indexOf(e);this._order.splice(n,1);var a=r?this._order.indexOf(r):this._order.length;r&&-1===a?this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.'))):(this._order.splice(a,0,e),this._layerOrderChanged=!0)}}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be moved.\")))},r.prototype.removeLayer=function(e){this._checkLoaded();var r=this._layers[e];if(r){r.setEventedParent(null);var n=this._order.indexOf(e);this._order.splice(n,1),this._layerOrderChanged=!0,this._changed=!0,this._removedLayers[e]=r,delete this._layers[e],delete this._serializedLayers[e],delete this._updatedLayers[e],delete this._updatedPaintProps[e],r.onRemove&&r.onRemove(this.map)}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be removed.\")))},r.prototype.getLayer=function(t){return this._layers[t]},r.prototype.hasLayer=function(t){return t in this._layers},r.prototype.setLayerZoomRange=function(e,r,n){this._checkLoaded();var a=this.getLayer(e);a?a.minzoom===r&&a.maxzoom===n||(null!=r&&(a.minzoom=r),null!=n&&(a.maxzoom=n),this._updateLayer(a)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot have zoom extent.\")))},r.prototype.setFilter=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var a=this.getLayer(e);if(a){if(!t.deepEqual(a.filter,r))return null==r?(a.filter=void 0,void this._updateLayer(a)):void(this._validate(t.validateStyle.filter,\"layers.\"+a.id+\".filter\",r,null,n)||(a.filter=t.clone$1(r),this._updateLayer(a)))}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be filtered.\")))},r.prototype.getFilter=function(e){return t.clone$1(this.getLayer(e).filter)},r.prototype.setLayoutProperty=function(e,r,n,a){void 0===a&&(a={}),this._checkLoaded();var i=this.getLayer(e);i?t.deepEqual(i.getLayoutProperty(r),n)||(i.setLayoutProperty(r,n,a),this._updateLayer(i)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getLayoutProperty=function(e,r){var n=this.getLayer(e);if(n)return n.getLayoutProperty(r);this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style.\")))},r.prototype.setPaintProperty=function(e,r,n,a){void 0===a&&(a={}),this._checkLoaded();var i=this.getLayer(e);i?t.deepEqual(i.getPaintProperty(r),n)||(i.setPaintProperty(r,n,a)&&this._updateLayer(i),this._changed=!0,this._updatedPaintProps[e]=!0):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getPaintProperty=function(t,e){return this.getLayer(t).getPaintProperty(e)},r.prototype.setFeatureState=function(e,r){this._checkLoaded();var n=e.source,a=e.sourceLayer,i=this.sourceCaches[n];if(void 0!==i){var o=i.getSource().type;\"geojson\"===o&&a?this.fire(new t.ErrorEvent(new Error(\"GeoJSON sources cannot have a sourceLayer parameter.\"))):\"vector\"!==o||a?(void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),i.setFeatureState(a,e.id,r)):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.removeFeatureState=function(e,r){this._checkLoaded();var n=e.source,a=this.sourceCaches[n];if(void 0!==a){var i=a.getSource().type,o=\"vector\"===i?e.sourceLayer:void 0;\"vector\"!==i||o?r&&\"string\"!=typeof e.id&&\"number\"!=typeof e.id?this.fire(new t.ErrorEvent(new Error(\"A feature id is requred to remove its specific state property.\"))):a.removeFeatureState(o,e.id,r):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.getFeatureState=function(e){this._checkLoaded();var r=e.source,n=e.sourceLayer,a=this.sourceCaches[r];if(void 0!==a){if(\"vector\"!==a.getSource().type||n)return void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),a.getFeatureState(n,e.id);this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+r+\"' does not exist in the map's style.\")))},r.prototype.getTransition=function(){return t.extend({duration:300,delay:0},this.stylesheet&&this.stylesheet.transition)},r.prototype.serialize=function(){return t.filterObject({version:this.stylesheet.version,name:this.stylesheet.name,metadata:this.stylesheet.metadata,light:this.stylesheet.light,center:this.stylesheet.center,zoom:this.stylesheet.zoom,bearing:this.stylesheet.bearing,pitch:this.stylesheet.pitch,sprite:this.stylesheet.sprite,glyphs:this.stylesheet.glyphs,transition:this.stylesheet.transition,sources:t.mapObject(this.sourceCaches,(function(t){return t.serialize()})),layers:this._serializeLayers(this._order)},(function(t){return void 0!==t}))},r.prototype._updateLayer=function(t){this._updatedLayers[t.id]=!0,t.source&&!this._updatedSources[t.source]&&\"raster\"!==this.sourceCaches[t.source].getSource().type&&(this._updatedSources[t.source]=\"reload\",this.sourceCaches[t.source].pause()),this._changed=!0},r.prototype._flattenAndSortRenderedFeatures=function(t){for(var e=this,r=function(t){return\"fill-extrusion\"===e._layers[t].type},n={},a=[],i=this._order.length-1;i>=0;i--){var o=this._order[i];if(r(o)){n[o]=i;for(var s=0,l=t;s<l.length;s+=1){var c=l[s][o];if(c)for(var u=0,h=c;u<h.length;u+=1)a.push(h[u])}}}a.sort((function(t,e){return e.intersectionZ-t.intersectionZ}));for(var f=[],p=this._order.length-1;p>=0;p--){var d=this._order[p];if(r(d))for(var g=a.length-1;g>=0;g--){var m=a[g].feature;if(n[m.layer.id]<p)break;f.push(m),a.pop()}else for(var v=0,y=t;v<y.length;v+=1){var x=y[v][d];if(x)for(var b=0,_=x;b<_.length;b+=1)f.push(_[b].feature)}}return f},r.prototype.queryRenderedFeatures=function(e,r,n){r&&r.filter&&this._validate(t.validateStyle.filter,\"queryRenderedFeatures.filter\",r.filter,null,r);var a={};if(r&&r.layers){if(!Array.isArray(r.layers))return this.fire(new t.ErrorEvent(new Error(\"parameters.layers must be an Array.\"))),[];for(var i=0,o=r.layers;i<o.length;i+=1){var s=o[i],l=this._layers[s];if(!l)return this.fire(new t.ErrorEvent(new Error(\"The layer '\"+s+\"' does not exist in the map's style and cannot be queried for features.\"))),[];a[l.source]=!0}}var c=[];for(var u in r.availableImages=this._availableImages,this.sourceCaches)r.layers&&!a[u]||c.push(F(this.sourceCaches[u],this._layers,this._serializedLayers,e,r,n));return this.placement&&c.push(function(t,e,r,n,a,i,o){for(var s={},l=i.queryRenderedSymbols(n),c=[],u=0,h=Object.keys(l).map(Number);u<h.length;u+=1)c.push(o[h[u]]);c.sort(B);for(var f=function(){var r=d[p],n=r.featureIndex.lookupSymbolFeatures(l[r.bucketInstanceId],e,r.bucketIndex,r.sourceLayerIndex,a.filter,a.layers,a.availableImages,t);for(var i in n){var o=s[i]=s[i]||[],c=n[i];c.sort((function(t,e){var n=r.featureSortOrder;if(n){var a=n.indexOf(t.featureIndex);return n.indexOf(e.featureIndex)-a}return e.featureIndex-t.featureIndex}));for(var u=0,h=c;u<h.length;u+=1)o.push(h[u])}},p=0,d=c;p<d.length;p+=1)f();var g=function(e){s[e].forEach((function(n){var a=n.feature,i=r[t[e].source].getFeatureState(a.layer[\"source-layer\"],a.id);a.source=a.layer.source,a.layer[\"source-layer\"]&&(a.sourceLayer=a.layer[\"source-layer\"]),a.state=i}))};for(var m in s)g(m);return s}(this._layers,this._serializedLayers,this.sourceCaches,e,r,this.placement.collisionIndex,this.placement.retainedQueryData)),this._flattenAndSortRenderedFeatures(c)},r.prototype.querySourceFeatures=function(e,r){r&&r.filter&&this._validate(t.validateStyle.filter,\"querySourceFeatures.filter\",r.filter,null,r);var n=this.sourceCaches[e];return n?function(t,e){for(var r=t.getRenderableIds().map((function(e){return t.getTileByID(e)})),n=[],a={},i=0;i<r.length;i++){var o=r[i],s=o.tileID.canonical.key;a[s]||(a[s]=!0,o.querySourceFeatures(n,e))}return n}(n,r):[]},r.prototype.addSourceType=function(t,e,n){return r.getSourceType(t)?n(new Error('A source type called \"'+t+'\" already exists.')):(r.setSourceType(t,e),e.workerSourceURL?void this.dispatcher.broadcast(\"loadWorkerSource\",{name:t,url:e.workerSourceURL},n):n(null,null))},r.prototype.getLight=function(){return this.light.getLight()},r.prototype.setLight=function(e,r){void 0===r&&(r={}),this._checkLoaded();var n=this.light.getLight(),a=!1;for(var i in e)if(!t.deepEqual(e[i],n[i])){a=!0;break}if(a){var o={now:t.browser.now(),transition:t.extend({duration:300,delay:0},this.stylesheet.transition)};this.light.setLight(e,r),this.light.updateTransitions(o)}},r.prototype._validate=function(e,r,n,a,i){return void 0===i&&(i={}),(!i||!1!==i.validate)&&Ne(this,e.call(t.validateStyle,t.extend({key:r,style:this.serialize(),value:n,styleSpec:t.styleSpec},a)))},r.prototype._remove=function(){for(var e in this._request&&(this._request.cancel(),this._request=null),this._spriteRequest&&(this._spriteRequest.cancel(),this._spriteRequest=null),t.evented.off(\"pluginStateChange\",this._rtlTextPluginCallback),this._layers)this._layers[e].setEventedParent(null);for(var r in this.sourceCaches)this.sourceCaches[r].clearTiles(),this.sourceCaches[r].setEventedParent(null);this.imageManager.setEventedParent(null),this.setEventedParent(null),this.dispatcher.remove()},r.prototype._clearSource=function(t){this.sourceCaches[t].clearTiles()},r.prototype._reloadSource=function(t){this.sourceCaches[t].resume(),this.sourceCaches[t].reload()},r.prototype._updateSources=function(t){for(var e in this.sourceCaches)this.sourceCaches[e].update(t)},r.prototype._generateCollisionBoxes=function(){for(var t in this.sourceCaches)this._reloadSource(t)},r.prototype._updatePlacement=function(e,r,n,a,i){void 0===i&&(i=!1);for(var o=!1,s=!1,l={},c=0,u=this._order;c<u.length;c+=1){var h=this._layers[u[c]];if(\"symbol\"===h.type){if(!l[h.source]){var f=this.sourceCaches[h.source];l[h.source]=f.getRenderableIds(!0).map((function(t){return f.getTileByID(t)})).sort((function(t,e){return e.tileID.overscaledZ-t.tileID.overscaledZ||(t.tileID.isLessThan(e.tileID)?-1:1)}))}var p=this.crossTileSymbolIndex.addLayer(h,l[h.source],e.center.lng);o=o||p}}if(this.crossTileSymbolIndex.pruneUnusedLayers(this._order),((i=i||this._layerOrderChanged||0===n)||!this.pauseablePlacement||this.pauseablePlacement.isDone()&&!this.placement.stillRecent(t.browser.now(),e.zoom))&&(this.pauseablePlacement=new ze(e,this._order,i,r,n,a,this.placement),this._layerOrderChanged=!1),this.pauseablePlacement.isDone()?this.placement.setStale():(this.pauseablePlacement.continuePlacement(this._order,this._layers,l),this.pauseablePlacement.isDone()&&(this.placement=this.pauseablePlacement.commit(t.browser.now()),s=!0),o&&this.pauseablePlacement.placement.setStale()),s||o)for(var d=0,g=this._order;d<g.length;d+=1){var m=this._layers[g[d]];\"symbol\"===m.type&&this.placement.updateLayerOpacities(m,l[m.source])}return!this.pauseablePlacement.isDone()||this.placement.hasTransitions(t.browser.now())},r.prototype._releaseSymbolFadeTiles=function(){for(var t in this.sourceCaches)this.sourceCaches[t].releaseSymbolFadeTiles()},r.prototype.getImages=function(t,e,r){this.imageManager.getImages(e.icons,r),this._updateTilesForChangedImages();var n=this.sourceCaches[e.source];n&&n.setDependencies(e.tileID.key,e.type,e.icons)},r.prototype.getGlyphs=function(t,e,r){this.glyphManager.getGlyphs(e.stacks,r)},r.prototype.getResource=function(e,r,n){return t.makeRequest(r,n)},r}(t.Evented);qe.getSourceType=function(t){return D[t]},qe.setSourceType=function(t,e){D[t]=e},qe.registerForPluginStateChange=t.registerForPluginStateChange;var He=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2}]),Ge=vr(\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\",\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\\nvec2 unpack_float(const float packedValue) {int packedIntValue=int(packedValue);int v0=packedIntValue/256;return vec2(v0,packedIntValue-v0*256);}vec2 unpack_opacity(const float packedOpacity) {int intOpacity=int(packedOpacity)/2;return vec2(float(intOpacity)/127.0,mod(packedOpacity,2.0));}vec4 decode_color(const vec2 encodedColor) {return vec4(unpack_float(encodedColor[0])/255.0,unpack_float(encodedColor[1])/255.0\\n);}float unpack_mix_vec2(const vec2 packedValue,const float t) {return mix(packedValue[0],packedValue[1],t);}vec4 unpack_mix_color(const vec4 packedColors,const float t) {vec4 minColor=decode_color(vec2(packedColors[0],packedColors[1]));vec4 maxColor=decode_color(vec2(packedColors[2],packedColors[3]));return mix(minColor,maxColor,t);}vec2 get_pattern_pos(const vec2 pixel_coord_upper,const vec2 pixel_coord_lower,const vec2 pattern_size,const float tile_units_to_pixels,const vec2 pos) {vec2 offset=mod(mod(mod(pixel_coord_upper,pattern_size)*256.0,pattern_size)*256.0+pixel_coord_lower,pattern_size);return (tile_units_to_pixels*pos+offset)/pattern_size;}\"),Ye=vr(\"uniform vec4 u_color;uniform float u_opacity;void main() {gl_FragColor=u_color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),We=vr(\"uniform vec2 u_pattern_tl_a;uniform vec2 u_pattern_br_a;uniform vec2 u_pattern_tl_b;uniform vec2 u_pattern_br_b;uniform vec2 u_texsize;uniform float u_mix;uniform float u_opacity;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(u_pattern_tl_a/u_texsize,u_pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(u_pattern_tl_b/u_texsize,u_pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_mix)*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pattern_size_a;uniform vec2 u_pattern_size_b;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_scale_a;uniform float u_scale_b;uniform float u_tile_units_to_pixels;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_a*u_pattern_size_a,u_tile_units_to_pixels,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_b*u_pattern_size_b,u_tile_units_to_pixels,a_pos);}\"),Ze=vr(\"varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=v_data.xy;float extrude_length=length(extrude);lowp float antialiasblur=v_data.z;float antialiased_blur=-max(blur,antialiasblur);float opacity_t=smoothstep(0.0,antialiased_blur,extrude_length-1.0);float color_t=stroke_width < 0.01 ? 0.0 : smoothstep(antialiased_blur,0.0,extrude_length-radius/(radius+stroke_width));gl_FragColor=opacity_t*mix(color*opacity,stroke_color*stroke_opacity,color_t);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform bool u_scale_with_map;uniform bool u_pitch_with_map;uniform vec2 u_extrude_scale;uniform lowp float u_device_pixel_ratio;uniform highp float u_camera_to_center_distance;attribute vec2 a_pos;varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main(void) {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=vec2(mod(a_pos,2.0)*2.0-1.0);vec2 circle_center=floor(a_pos*0.5);if (u_pitch_with_map) {vec2 corner_position=circle_center;if (u_scale_with_map) {corner_position+=extrude*(radius+stroke_width)*u_extrude_scale;} else {vec4 projected_center=u_matrix*vec4(circle_center,0,1);corner_position+=extrude*(radius+stroke_width)*u_extrude_scale*(projected_center.w/u_camera_to_center_distance);}gl_Position=u_matrix*vec4(corner_position,0,1);} else {gl_Position=u_matrix*vec4(circle_center,0,1);if (u_scale_with_map) {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*u_camera_to_center_distance;} else {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*gl_Position.w;}}lowp float antialiasblur=1.0/u_device_pixel_ratio/(radius+stroke_width);v_data=vec3(extrude.x,extrude.y,antialiasblur);}\"),Xe=vr(\"void main() {gl_FragColor=vec4(1.0);}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),Je=vr(\"uniform highp float u_intensity;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main() {\\n#pragma mapbox: initialize highp float weight\\nfloat d=-0.5*3.0*3.0*dot(v_extrude,v_extrude);float val=weight*u_intensity*GAUSS_COEF*exp(d);gl_FragColor=vec4(val,1.0,1.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform float u_extrude_scale;uniform float u_opacity;uniform float u_intensity;attribute vec2 a_pos;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#pragma mapbox: define mediump float radius\\nconst highp float ZERO=1.0/255.0/16.0;\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main(void) {\\n#pragma mapbox: initialize highp float weight\\n#pragma mapbox: initialize mediump float radius\\nvec2 unscaled_extrude=vec2(mod(a_pos,2.0)*2.0-1.0);float S=sqrt(-2.0*log(ZERO/weight/u_intensity/GAUSS_COEF))/3.0;v_extrude=S*unscaled_extrude;vec2 extrude=v_extrude*radius*u_extrude_scale;vec4 pos=vec4(floor(a_pos*0.5)+extrude,0,1);gl_Position=u_matrix*pos;}\"),Ke=vr(\"uniform sampler2D u_image;uniform sampler2D u_color_ramp;uniform float u_opacity;varying vec2 v_pos;void main() {float t=texture2D(u_image,v_pos).r;vec4 color=texture2D(u_color_ramp,vec2(t,0.5));gl_FragColor=color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(0.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;attribute vec2 a_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos*u_world,0,1);v_pos.x=a_pos.x;v_pos.y=1.0-a_pos.y;}\"),Qe=vr(\"varying float v_placed;varying float v_notUsed;void main() {float alpha=0.5;gl_FragColor=vec4(1.0,0.0,0.0,1.0)*alpha;if (v_placed > 0.5) {gl_FragColor=vec4(0.0,0.0,1.0,0.5)*alpha;}if (v_notUsed > 0.5) {gl_FragColor*=.1;}}\",\"attribute vec2 a_pos;attribute vec2 a_anchor_pos;attribute vec2 a_extrude;attribute vec2 a_placed;attribute vec2 a_shift;uniform mat4 u_matrix;uniform vec2 u_extrude_scale;uniform float u_camera_to_center_distance;varying float v_placed;varying float v_notUsed;void main() {vec4 projectedPoint=u_matrix*vec4(a_anchor_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);gl_Position=u_matrix*vec4(a_pos,0.0,1.0);gl_Position.xy+=(a_extrude+a_shift)*u_extrude_scale*gl_Position.w*collision_perspective_ratio;v_placed=a_placed.x;v_notUsed=a_placed.y;}\"),$e=vr(\"varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;void main() {float alpha=0.5*min(v_perspective_ratio,1.0);float stroke_radius=0.9*max(v_perspective_ratio,1.0);float distance_to_center=length(v_extrude);float distance_to_edge=abs(distance_to_center-v_radius);float opacity_t=smoothstep(-stroke_radius,0.0,-distance_to_edge);vec4 color=mix(vec4(0.0,0.0,1.0,0.5),vec4(1.0,0.0,0.0,1.0),v_collision);gl_FragColor=color*alpha*opacity_t;}\",\"attribute vec2 a_pos;attribute float a_radius;attribute vec2 a_flags;uniform mat4 u_matrix;uniform mat4 u_inv_matrix;uniform vec2 u_viewport_size;uniform float u_camera_to_center_distance;varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;vec3 toTilePosition(vec2 screenPos) {vec4 rayStart=u_inv_matrix*vec4(screenPos,-1.0,1.0);vec4 rayEnd  =u_inv_matrix*vec4(screenPos, 1.0,1.0);rayStart.xyz/=rayStart.w;rayEnd.xyz  /=rayEnd.w;highp float t=(0.0-rayStart.z)/(rayEnd.z-rayStart.z);return mix(rayStart.xyz,rayEnd.xyz,t);}void main() {vec2 quadCenterPos=a_pos;float radius=a_radius;float collision=a_flags.x;float vertexIdx=a_flags.y;vec2 quadVertexOffset=vec2(mix(-1.0,1.0,float(vertexIdx >=2.0)),mix(-1.0,1.0,float(vertexIdx >=1.0 && vertexIdx <=2.0)));vec2 quadVertexExtent=quadVertexOffset*radius;vec3 tilePos=toTilePosition(quadCenterPos);vec4 clipPos=u_matrix*vec4(tilePos,1.0);highp float camera_to_anchor_distance=clipPos.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);float padding_factor=1.2;v_radius=radius;v_extrude=quadVertexExtent*padding_factor;v_perspective_ratio=collision_perspective_ratio;v_collision=collision;gl_Position=vec4(clipPos.xyz/clipPos.w,1.0)+vec4(quadVertexExtent*padding_factor/u_viewport_size*2.0,0.0,0.0);}\"),tr=vr(\"uniform highp vec4 u_color;uniform sampler2D u_overlay;varying vec2 v_uv;void main() {vec4 overlay_color=texture2D(u_overlay,v_uv);gl_FragColor=mix(u_color,overlay_color,overlay_color.a);}\",\"attribute vec2 a_pos;varying vec2 v_uv;uniform mat4 u_matrix;uniform float u_overlay_scale;void main() {v_uv=a_pos/8192.0;gl_Position=u_matrix*vec4(a_pos*u_overlay_scale,0,1);}\"),er=vr(\"#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_FragColor=color*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);}\"),rr=vr(\"varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=outline_color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;uniform vec2 u_world;varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),nr=vr(\"uniform vec2 u_texsize;uniform sampler2D u_image;uniform float u_fade;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);float dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=mix(color1,color2,u_fade)*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;gl_Position=u_matrix*vec4(a_pos,0,1);vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,a_pos);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),ar=vr(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_fade)*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileZoomRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileZoomRatio,a_pos);}\"),ir=vr(\"varying vec4 v_color;void main() {gl_FragColor=v_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;uniform float u_vertical_gradient;uniform lowp float u_opacity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec4 v_color;\\n#pragma mapbox: define highp float base\\n#pragma mapbox: define highp float height\\n#pragma mapbox: define highp vec4 color\\nvoid main() {\\n#pragma mapbox: initialize highp float base\\n#pragma mapbox: initialize highp float height\\n#pragma mapbox: initialize highp vec4 color\\nvec3 normal=a_normal_ed.xyz;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);gl_Position=u_matrix*vec4(a_pos,t > 0.0 ? height : base,1);float colorvalue=color.r*0.2126+color.g*0.7152+color.b*0.0722;v_color=vec4(0.0,0.0,0.0,1.0);vec4 ambientlight=vec4(0.03,0.03,0.03,1.0);color+=ambientlight;float directional=clamp(dot(normal/16384.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((1.0-colorvalue+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_color.r+=clamp(color.r*directional*u_lightcolor.r,mix(0.0,0.3,1.0-u_lightcolor.r),1.0);v_color.g+=clamp(color.g*directional*u_lightcolor.g,mix(0.0,0.3,1.0-u_lightcolor.g),1.0);v_color.b+=clamp(color.b*directional*u_lightcolor.b,mix(0.0,0.3,1.0-u_lightcolor.b),1.0);v_color*=u_opacity;}\"),or=vr(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);vec4 mixedColor=mix(color1,color2,u_fade);gl_FragColor=mixedColor*v_lighting;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_height_factor;uniform vec3 u_scale;uniform float u_vertical_gradient;uniform lowp float u_opacity;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec3 normal=a_normal_ed.xyz;float edgedistance=a_normal_ed.w;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);float z=t > 0.0 ? height : base;gl_Position=u_matrix*vec4(a_pos,z,1);vec2 pos=normal.x==1.0 && normal.y==0.0 && normal.z==16384.0\\n? a_pos\\n: vec2(edgedistance,z*u_height_factor);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,pos);v_lighting=vec4(0.0,0.0,0.0,1.0);float directional=clamp(dot(normal/16383.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((0.5+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_lighting.rgb+=clamp(directional*u_lightcolor,mix(vec3(0.0),vec3(0.3),1.0-u_lightcolor),vec3(1.0));v_lighting*=u_opacity;}\"),sr=vr(\"#ifdef GL_ES\\nprecision highp float;\\n#endif\\nuniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_dimension;uniform float u_zoom;uniform float u_maxzoom;uniform vec4 u_unpack;float getElevation(vec2 coord,float bias) {vec4 data=texture2D(u_image,coord)*255.0;data.a=-1.0;return dot(data,u_unpack)/4.0;}void main() {vec2 epsilon=1.0/u_dimension;float a=getElevation(v_pos+vec2(-epsilon.x,-epsilon.y),0.0);float b=getElevation(v_pos+vec2(0,-epsilon.y),0.0);float c=getElevation(v_pos+vec2(epsilon.x,-epsilon.y),0.0);float d=getElevation(v_pos+vec2(-epsilon.x,0),0.0);float e=getElevation(v_pos,0.0);float f=getElevation(v_pos+vec2(epsilon.x,0),0.0);float g=getElevation(v_pos+vec2(-epsilon.x,epsilon.y),0.0);float h=getElevation(v_pos+vec2(0,epsilon.y),0.0);float i=getElevation(v_pos+vec2(epsilon.x,epsilon.y),0.0);float exaggeration=u_zoom < 2.0 ? 0.4 : u_zoom < 4.5 ? 0.35 : 0.3;vec2 deriv=vec2((c+f+f+i)-(a+d+d+g),(g+h+h+i)-(a+b+b+c))/ pow(2.0,(u_zoom-u_maxzoom)*exaggeration+19.2562-u_zoom);gl_FragColor=clamp(vec4(deriv.x/2.0+0.5,deriv.y/2.0+0.5,1.0,1.0),0.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_dimension;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);highp vec2 epsilon=1.0/u_dimension;float scale=(u_dimension.x-2.0)/u_dimension.x;v_pos=(a_texture_pos/8192.0)*scale+epsilon;}\"),lr=vr(\"uniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_latrange;uniform vec2 u_light;uniform vec4 u_shadow;uniform vec4 u_highlight;uniform vec4 u_accent;\\n#define PI 3.141592653589793\\nvoid main() {vec4 pixel=texture2D(u_image,v_pos);vec2 deriv=((pixel.rg*2.0)-1.0);float scaleFactor=cos(radians((u_latrange[0]-u_latrange[1])*(1.0-v_pos.y)+u_latrange[1]));float slope=atan(1.25*length(deriv)/scaleFactor);float aspect=deriv.x !=0.0 ? atan(deriv.y,-deriv.x) : PI/2.0*(deriv.y > 0.0 ? 1.0 :-1.0);float intensity=u_light.x;float azimuth=u_light.y+PI;float base=1.875-intensity*1.75;float maxValue=0.5*PI;float scaledSlope=intensity !=0.5 ? ((pow(base,slope)-1.0)/(pow(base,maxValue)-1.0))*maxValue : slope;float accent=cos(scaledSlope);vec4 accent_color=(1.0-accent)*u_accent*clamp(intensity*2.0,0.0,1.0);float shade=abs(mod((aspect+azimuth)/PI+0.5,2.0)-1.0);vec4 shade_color=mix(u_shadow,u_highlight,shade)*sin(scaledSlope)*clamp(intensity*2.0,0.0,1.0);gl_FragColor=accent_color*(1.0-shade_color.a)+shade_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos=a_texture_pos/8192.0;}\"),cr=vr(\"uniform lowp float u_device_pixel_ratio;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform vec2 u_units_to_pixels;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_linesofar;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),ur=vr(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);vec4 color=texture2D(u_image,vec2(v_lineprogress,0.5));gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define MAX_LINE_DISTANCE 32767.0\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_lineprogress=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0/MAX_LINE_DISTANCE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),hr=vr(\"uniform lowp float u_device_pixel_ratio;uniform vec2 u_texsize;uniform float u_fade;uniform mediump vec3 u_scale;uniform sampler2D u_image;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;vec2 pattern_size_a=vec2(display_size_a.x*fromScale/tileZoomRatio,display_size_a.y);vec2 pattern_size_b=vec2(display_size_b.x*toScale/tileZoomRatio,display_size_b.y);float aspect_a=display_size_a.y/v_width;float aspect_b=display_size_b.y/v_width;float dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float x_a=mod(v_linesofar/pattern_size_a.x*aspect_a,1.0);float x_b=mod(v_linesofar/pattern_size_b.x*aspect_b,1.0);float y=0.5*v_normal.y+0.5;vec2 texel_size=1.0/u_texsize;vec2 pos_a=mix(pattern_tl_a*texel_size-texel_size,pattern_br_a*texel_size+texel_size,vec2(x_a,y));vec2 pos_b=mix(pattern_tl_b*texel_size-texel_size,pattern_br_b*texel_size+texel_size,vec2(x_b,y));vec4 color=mix(texture2D(u_image,pos_a),texture2D(u_image,pos_b),u_fade);gl_FragColor=color*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform vec2 u_units_to_pixels;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_linesofar=a_linesofar;v_width2=vec2(outset,inset);v_width=floorwidth;}\"),fr=vr(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;uniform float u_sdfgamma;uniform float u_mix;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float sdfdist_a=texture2D(u_image,v_tex_a).a;float sdfdist_b=texture2D(u_image,v_tex_b).a;float sdfdist=mix(sdfdist_a,sdfdist_b,u_mix);alpha*=smoothstep(0.5-u_sdfgamma/floorwidth,0.5+u_sdfgamma/floorwidth,sdfdist);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_patternscale_a;uniform float u_tex_y_a;uniform vec2 u_patternscale_b;uniform float u_tex_y_b;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_tex_a=vec2(a_linesofar*u_patternscale_a.x/floorwidth,normal.y*u_patternscale_a.y+u_tex_y_a);v_tex_b=vec2(a_linesofar*u_patternscale_b.x/floorwidth,normal.y*u_patternscale_b.y+u_tex_y_b);v_width2=vec2(outset,inset);}\"),pr=vr(\"uniform float u_fade_t;uniform float u_opacity;uniform sampler2D u_image0;uniform sampler2D u_image1;varying vec2 v_pos0;varying vec2 v_pos1;uniform float u_brightness_low;uniform float u_brightness_high;uniform float u_saturation_factor;uniform float u_contrast_factor;uniform vec3 u_spin_weights;void main() {vec4 color0=texture2D(u_image0,v_pos0);vec4 color1=texture2D(u_image1,v_pos1);if (color0.a > 0.0) {color0.rgb=color0.rgb/color0.a;}if (color1.a > 0.0) {color1.rgb=color1.rgb/color1.a;}vec4 color=mix(color0,color1,u_fade_t);color.a*=u_opacity;vec3 rgb=color.rgb;rgb=vec3(dot(rgb,u_spin_weights.xyz),dot(rgb,u_spin_weights.zxy),dot(rgb,u_spin_weights.yzx));float average=(color.r+color.g+color.b)/3.0;rgb+=(average-rgb)*u_saturation_factor;rgb=(rgb-0.5)*u_contrast_factor+0.5;vec3 u_high_vec=vec3(u_brightness_low,u_brightness_low,u_brightness_low);vec3 u_low_vec=vec3(u_brightness_high,u_brightness_high,u_brightness_high);gl_FragColor=vec4(mix(u_high_vec,u_low_vec,rgb)*color.a,color.a);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_tl_parent;uniform float u_scale_parent;uniform float u_buffer_scale;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos0;varying vec2 v_pos1;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos0=(((a_texture_pos/8192.0)-0.5)/u_buffer_scale )+0.5;v_pos1=(v_pos0*u_scale_parent)+u_tl_parent;}\"),dr=vr(\"uniform sampler2D u_texture;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nlowp float alpha=opacity*v_fade_opacity;gl_FragColor=texture2D(u_texture,v_tex)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform highp float u_camera_to_center_distance;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform float u_fade_change;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform vec2 u_texsize;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;vec2 a_minFontScale=a_pixeloffset.zw/256.0;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*max(a_minFontScale,fontScale)+a_pxoffset/16.0),0.0,1.0);v_tex=a_tex/u_texsize;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;v_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));}\"),gr=vr(\"#define SDF_PX 8.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;uniform bool u_is_text;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat EDGE_GAMMA=0.105/u_device_pixel_ratio;vec2 tex=v_data0.xy;float gamma_scale=v_data1.x;float size=v_data1.y;float fade_opacity=v_data1[2];float fontScale=u_is_text ? size/24.0 : size;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale+a_pxoffset),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0=a_tex/u_texsize;v_data1=vec3(gamma_scale,size,interpolated_fade_opacity);}\"),mr=vr(\"#define SDF_PX 8.0\\n#define SDF 1.0\\n#define ICON 0.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform sampler2D u_texture_icon;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat fade_opacity=v_data1[2];if (v_data1.w==ICON) {vec2 tex_icon=v_data0.zw;lowp float alpha=opacity*fade_opacity;gl_FragColor=texture2D(u_texture_icon,tex_icon)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\nreturn;}vec2 tex=v_data0.xy;float EDGE_GAMMA=0.105/u_device_pixel_ratio;float gamma_scale=v_data1.x;float size=v_data1.y;float fontScale=size/24.0;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;uniform vec2 u_texsize_icon;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);float is_sdf=a_size[0]-2.0*a_size_min;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=size/24.0;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0.xy=a_tex/u_texsize;v_data0.zw=a_tex/u_texsize_icon;v_data1=vec4(gamma_scale,size,interpolated_fade_opacity,is_sdf);}\");function vr(t,e){var r=/#pragma mapbox: ([\\w]+) ([\\w]+) ([\\w]+) ([\\w]+)/g,n={};return{fragmentSource:t=t.replace(r,(function(t,e,r,a,i){return n[i]=!0,\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\nvarying \"+r+\" \"+a+\" \"+i+\";\\n#else\\nuniform \"+r+\" \"+a+\" u_\"+i+\";\\n#endif\\n\":\"\\n#ifdef HAS_UNIFORM_u_\"+i+\"\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\"})),vertexSource:e=e.replace(r,(function(t,e,r,a,i){var o=\"float\"===a?\"vec2\":\"vec4\",s=i.match(/color/)?\"color\":o;return n[i]?\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\nuniform lowp float u_\"+i+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+i+\";\\nvarying \"+r+\" \"+a+\" \"+i+\";\\n#else\\nuniform \"+r+\" \"+a+\" u_\"+i+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+i+\" = a_\"+i+\";\\n#else\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+i+\" = unpack_mix_\"+s+\"(a_\"+i+\", u_\"+i+\"_t);\\n#else\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\":\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\nuniform lowp float u_\"+i+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+i+\";\\n#else\\nuniform \"+r+\" \"+a+\" u_\"+i+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+r+\" \"+a+\" \"+i+\" = a_\"+i+\";\\n#else\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+r+\" \"+a+\" \"+i+\" = unpack_mix_\"+s+\"(a_\"+i+\", u_\"+i+\"_t);\\n#else\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\"}))}}var yr=Object.freeze({__proto__:null,prelude:Ge,background:Ye,backgroundPattern:We,circle:Ze,clippingMask:Xe,heatmap:Je,heatmapTexture:Ke,collisionBox:Qe,collisionCircle:$e,debug:tr,fill:er,fillOutline:rr,fillOutlinePattern:nr,fillPattern:ar,fillExtrusion:ir,fillExtrusionPattern:or,hillshadePrepare:sr,hillshade:lr,line:cr,lineGradient:ur,linePattern:hr,lineSDF:fr,raster:pr,symbolIcon:dr,symbolSDF:gr,symbolTextAndIcon:mr}),xr=function(){this.boundProgram=null,this.boundLayoutVertexBuffer=null,this.boundPaintVertexBuffers=[],this.boundIndexBuffer=null,this.boundVertexOffset=null,this.boundDynamicVertexBuffer=null,this.vao=null};xr.prototype.bind=function(t,e,r,n,a,i,o,s){this.context=t;for(var l=this.boundPaintVertexBuffers.length!==n.length,c=0;!l&&c<n.length;c++)this.boundPaintVertexBuffers[c]!==n[c]&&(l=!0);t.extVertexArrayObject&&this.vao&&this.boundProgram===e&&this.boundLayoutVertexBuffer===r&&!l&&this.boundIndexBuffer===a&&this.boundVertexOffset===i&&this.boundDynamicVertexBuffer===o&&this.boundDynamicVertexBuffer2===s?(t.bindVertexArrayOES.set(this.vao),o&&o.bind(),a&&a.dynamicDraw&&a.bind(),s&&s.bind()):this.freshBind(e,r,n,a,i,o,s)},xr.prototype.freshBind=function(t,e,r,n,a,i,o){var s,l=t.numAttributes,c=this.context,u=c.gl;if(c.extVertexArrayObject)this.vao&&this.destroy(),this.vao=c.extVertexArrayObject.createVertexArrayOES(),c.bindVertexArrayOES.set(this.vao),s=0,this.boundProgram=t,this.boundLayoutVertexBuffer=e,this.boundPaintVertexBuffers=r,this.boundIndexBuffer=n,this.boundVertexOffset=a,this.boundDynamicVertexBuffer=i,this.boundDynamicVertexBuffer2=o;else{s=c.currentNumAttributes||0;for(var h=l;h<s;h++)u.disableVertexAttribArray(h)}e.enableAttributes(u,t);for(var f=0,p=r;f<p.length;f+=1)p[f].enableAttributes(u,t);i&&i.enableAttributes(u,t),o&&o.enableAttributes(u,t),e.bind(),e.setVertexAttribPointers(u,t,a);for(var d=0,g=r;d<g.length;d+=1){var m=g[d];m.bind(),m.setVertexAttribPointers(u,t,a)}i&&(i.bind(),i.setVertexAttribPointers(u,t,a)),n&&n.bind(),o&&(o.bind(),o.setVertexAttribPointers(u,t,a)),c.currentNumAttributes=l},xr.prototype.destroy=function(){this.vao&&(this.context.extVertexArrayObject.deleteVertexArrayOES(this.vao),this.vao=null)};var br=function(t,e,r,n,a){var i=t.gl;this.program=i.createProgram();var o=r?r.defines():[];a&&o.push(\"#define OVERDRAW_INSPECTOR;\");var s=o.concat(Ge.fragmentSource,e.fragmentSource).join(\"\\n\"),l=o.concat(Ge.vertexSource,e.vertexSource).join(\"\\n\"),c=i.createShader(i.FRAGMENT_SHADER);if(i.isContextLost())this.failedToCreate=!0;else{i.shaderSource(c,s),i.compileShader(c),i.attachShader(this.program,c);var u=i.createShader(i.VERTEX_SHADER);if(i.isContextLost())this.failedToCreate=!0;else{i.shaderSource(u,l),i.compileShader(u),i.attachShader(this.program,u);for(var h=r?r.layoutAttributes:[],f=0;f<h.length;f++)i.bindAttribLocation(this.program,f,h[f].name);i.linkProgram(this.program),i.deleteShader(u),i.deleteShader(c),this.numAttributes=i.getProgramParameter(this.program,i.ACTIVE_ATTRIBUTES),this.attributes={};for(var p={},d=0;d<this.numAttributes;d++){var g=i.getActiveAttrib(this.program,d);g&&(this.attributes[g.name]=i.getAttribLocation(this.program,g.name))}for(var m=i.getProgramParameter(this.program,i.ACTIVE_UNIFORMS),v=0;v<m;v++){var y=i.getActiveUniform(this.program,v);y&&(p[y.name]=i.getUniformLocation(this.program,y.name))}this.fixedUniforms=n(t,p),this.binderUniforms=r?r.getUniforms(t,p):[]}}};function _r(t,e,r){var n=1/fe(r,1,e.transform.tileZoom),a=Math.pow(2,r.tileID.overscaledZ),i=r.tileSize*Math.pow(2,e.transform.tileZoom)/a,o=i*(r.tileID.canonical.x+r.tileID.wrap*a),s=i*r.tileID.canonical.y;return{u_image:0,u_texsize:r.imageAtlasTexture.size,u_scale:[n,t.fromScale,t.toScale],u_fade:t.t,u_pixel_coord_upper:[o>>16,s>>16],u_pixel_coord_lower:[65535&o,65535&s]}}br.prototype.draw=function(t,e,r,n,a,i,o,s,l,c,u,h,f,p,d,g){var m,v=t.gl;if(!this.failedToCreate){for(var y in t.program.set(this.program),t.setDepthMode(r),t.setStencilMode(n),t.setColorMode(a),t.setCullFace(i),this.fixedUniforms)this.fixedUniforms[y].set(o[y]);p&&p.setUniforms(t,this.binderUniforms,h,{zoom:f});for(var x=(m={},m[v.LINES]=2,m[v.TRIANGLES]=3,m[v.LINE_STRIP]=1,m)[e],b=0,_=u.get();b<_.length;b+=1){var w=_[b],T=w.vaos||(w.vaos={});(T[s]||(T[s]=new xr)).bind(t,this,l,p?p.getPaintVertexBuffers():[],c,w.vertexOffset,d,g),v.drawElements(e,w.primitiveLength*x,v.UNSIGNED_SHORT,w.primitiveOffset*x*2)}}};var wr=function(e,r,n,a){var i=r.style.light,o=i.properties.get(\"position\"),s=[o.x,o.y,o.z],l=t.create$1();\"viewport\"===i.properties.get(\"anchor\")&&t.fromRotation(l,-r.transform.angle),t.transformMat3(s,s,l);var c=i.properties.get(\"color\");return{u_matrix:e,u_lightpos:s,u_lightintensity:i.properties.get(\"intensity\"),u_lightcolor:[c.r,c.g,c.b],u_vertical_gradient:+n,u_opacity:a}},Tr=function(e,r,n,a,i,o,s){return t.extend(wr(e,r,n,a),_r(o,r,s),{u_height_factor:-Math.pow(2,i.overscaledZ)/s.tileSize/8})},kr=function(t){return{u_matrix:t}},Mr=function(e,r,n,a){return t.extend(kr(e),_r(n,r,a))},Ar=function(t,e){return{u_matrix:t,u_world:e}},Sr=function(e,r,n,a,i){return t.extend(Mr(e,r,n,a),{u_world:i})},Er=function(e,r,n,a){var i,o,s=e.transform;if(\"map\"===a.paint.get(\"circle-pitch-alignment\")){var l=fe(n,1,s.zoom);i=!0,o=[l,l]}else i=!1,o=s.pixelsToGLUnits;return{u_camera_to_center_distance:s.cameraToCenterDistance,u_scale_with_map:+(\"map\"===a.paint.get(\"circle-pitch-scale\")),u_matrix:e.translatePosMatrix(r.posMatrix,n,a.paint.get(\"circle-translate\"),a.paint.get(\"circle-translate-anchor\")),u_pitch_with_map:+i,u_device_pixel_ratio:t.browser.devicePixelRatio,u_extrude_scale:o}},Cr=function(t,e,r){var n=fe(r,1,e.zoom),a=Math.pow(2,e.zoom-r.tileID.overscaledZ),i=r.tileID.overscaleFactor();return{u_matrix:t,u_camera_to_center_distance:e.cameraToCenterDistance,u_pixels_to_tile_units:n,u_extrude_scale:[e.pixelsToGLUnits[0]/(n*a),e.pixelsToGLUnits[1]/(n*a)],u_overscale_factor:i}},Lr=function(t,e,r){return{u_matrix:t,u_inv_matrix:e,u_camera_to_center_distance:r.cameraToCenterDistance,u_viewport_size:[r.width,r.height]}},Pr=function(t,e,r){return void 0===r&&(r=1),{u_matrix:t,u_color:e,u_overlay:0,u_overlay_scale:r}},Ir=function(t){return{u_matrix:t}},zr=function(t,e,r,n){return{u_matrix:t,u_extrude_scale:fe(e,1,r),u_intensity:n}},Or=function(e,r,n){var a=e.transform;return{u_matrix:Nr(e,r,n),u_ratio:1/fe(r,1,a.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_units_to_pixels:[1/a.pixelsToGLUnits[0],1/a.pixelsToGLUnits[1]]}},Dr=function(e,r,n){return t.extend(Or(e,r,n),{u_image:0})},Rr=function(e,r,n,a){var i=e.transform,o=Br(r,i);return{u_matrix:Nr(e,r,n),u_texsize:r.imageAtlasTexture.size,u_ratio:1/fe(r,1,i.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_image:0,u_scale:[o,a.fromScale,a.toScale],u_fade:a.t,u_units_to_pixels:[1/i.pixelsToGLUnits[0],1/i.pixelsToGLUnits[1]]}},Fr=function(e,r,n,a,i){var o=e.lineAtlas,s=Br(r,e.transform),l=\"round\"===n.layout.get(\"line-cap\"),c=o.getDash(a.from,l),u=o.getDash(a.to,l),h=c.width*i.fromScale,f=u.width*i.toScale;return t.extend(Or(e,r,n),{u_patternscale_a:[s/h,-c.height/2],u_patternscale_b:[s/f,-u.height/2],u_sdfgamma:o.width/(256*Math.min(h,f)*t.browser.devicePixelRatio)/2,u_image:0,u_tex_y_a:c.y,u_tex_y_b:u.y,u_mix:i.t})};function Br(t,e){return 1/fe(t,1,e.tileZoom)}function Nr(t,e,r){return t.translatePosMatrix(e.tileID.posMatrix,e,r.paint.get(\"line-translate\"),r.paint.get(\"line-translate-anchor\"))}var jr=function(t,e,r,n,a){return{u_matrix:t,u_tl_parent:e,u_scale_parent:r,u_buffer_scale:1,u_fade_t:n.mix,u_opacity:n.opacity*a.paint.get(\"raster-opacity\"),u_image0:0,u_image1:1,u_brightness_low:a.paint.get(\"raster-brightness-min\"),u_brightness_high:a.paint.get(\"raster-brightness-max\"),u_saturation_factor:(o=a.paint.get(\"raster-saturation\"),o>0?1-1/(1.001-o):-o),u_contrast_factor:(i=a.paint.get(\"raster-contrast\"),i>0?1/(1-i):1+i),u_spin_weights:Ur(a.paint.get(\"raster-hue-rotate\"))};var i,o};function Ur(t){t*=Math.PI/180;var e=Math.sin(t),r=Math.cos(t);return[(2*r+1)/3,(-Math.sqrt(3)*e-r+1)/3,(Math.sqrt(3)*e-r+1)/3]}var Vr,qr=function(t,e,r,n,a,i,o,s,l,c){var u=a.transform;return{u_is_size_zoom_constant:+(\"constant\"===t||\"source\"===t),u_is_size_feature_constant:+(\"constant\"===t||\"camera\"===t),u_size_t:e?e.uSizeT:0,u_size:e?e.uSize:0,u_camera_to_center_distance:u.cameraToCenterDistance,u_pitch:u.pitch/360*2*Math.PI,u_rotate_symbol:+r,u_aspect_ratio:u.width/u.height,u_fade_change:a.options.fadeDuration?a.symbolFadeChange:1,u_matrix:i,u_label_plane_matrix:o,u_coord_matrix:s,u_is_text:+l,u_pitch_with_map:+n,u_texsize:c,u_texture:0}},Hr=function(e,r,n,a,i,o,s,l,c,u,h){var f=i.transform;return t.extend(qr(e,r,n,a,i,o,s,l,c,u),{u_gamma_scale:a?Math.cos(f._pitch)*f.cameraToCenterDistance:1,u_device_pixel_ratio:t.browser.devicePixelRatio,u_is_halo:+h})},Gr=function(e,r,n,a,i,o,s,l,c,u){return t.extend(Hr(e,r,n,a,i,o,s,l,!0,c,!0),{u_texsize_icon:u,u_texture_icon:1})},Yr=function(t,e,r){return{u_matrix:t,u_opacity:e,u_color:r}},Wr=function(e,r,n,a,i,o){return t.extend(function(t,e,r,n){var a=r.imageManager.getPattern(t.from.toString()),i=r.imageManager.getPattern(t.to.toString()),o=r.imageManager.getPixelSize(),s=o.width,l=o.height,c=Math.pow(2,n.tileID.overscaledZ),u=n.tileSize*Math.pow(2,r.transform.tileZoom)/c,h=u*(n.tileID.canonical.x+n.tileID.wrap*c),f=u*n.tileID.canonical.y;return{u_image:0,u_pattern_tl_a:a.tl,u_pattern_br_a:a.br,u_pattern_tl_b:i.tl,u_pattern_br_b:i.br,u_texsize:[s,l],u_mix:e.t,u_pattern_size_a:a.displaySize,u_pattern_size_b:i.displaySize,u_scale_a:e.fromScale,u_scale_b:e.toScale,u_tile_units_to_pixels:1/fe(n,1,r.transform.tileZoom),u_pixel_coord_upper:[h>>16,f>>16],u_pixel_coord_lower:[65535&h,65535&f]}}(a,o,n,i),{u_matrix:e,u_opacity:r})},Zr={fillExtrusion:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fillExtrusionPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_height_factor:new t.Uniform1f(e,r.u_height_factor),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fill:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},fillPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},fillOutline:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world)}},fillOutlinePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},circle:function(e,r){return{u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_scale_with_map:new t.Uniform1i(e,r.u_scale_with_map),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},collisionBox:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pixels_to_tile_units:new t.Uniform1f(e,r.u_pixels_to_tile_units),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_overscale_factor:new t.Uniform1f(e,r.u_overscale_factor)}},collisionCircle:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_inv_matrix:new t.UniformMatrix4f(e,r.u_inv_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_viewport_size:new t.Uniform2f(e,r.u_viewport_size)}},debug:function(e,r){return{u_color:new t.UniformColor(e,r.u_color),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_overlay:new t.Uniform1i(e,r.u_overlay),u_overlay_scale:new t.Uniform1f(e,r.u_overlay_scale)}},clippingMask:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmap:function(e,r){return{u_extrude_scale:new t.Uniform1f(e,r.u_extrude_scale),u_intensity:new t.Uniform1f(e,r.u_intensity),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmapTexture:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_color_ramp:new t.Uniform1i(e,r.u_color_ramp),u_opacity:new t.Uniform1f(e,r.u_opacity)}},hillshade:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_latrange:new t.Uniform2f(e,r.u_latrange),u_light:new t.Uniform2f(e,r.u_light),u_shadow:new t.UniformColor(e,r.u_shadow),u_highlight:new t.UniformColor(e,r.u_highlight),u_accent:new t.UniformColor(e,r.u_accent)}},hillshadePrepare:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_dimension:new t.Uniform2f(e,r.u_dimension),u_zoom:new t.Uniform1f(e,r.u_zoom),u_maxzoom:new t.Uniform1f(e,r.u_maxzoom),u_unpack:new t.Uniform4f(e,r.u_unpack)}},line:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels)}},lineGradient:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_image:new t.Uniform1i(e,r.u_image)}},linePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_texsize:new t.Uniform2f(e,r.u_texsize),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_image:new t.Uniform1i(e,r.u_image),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},lineSDF:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_patternscale_a:new t.Uniform2f(e,r.u_patternscale_a),u_patternscale_b:new t.Uniform2f(e,r.u_patternscale_b),u_sdfgamma:new t.Uniform1f(e,r.u_sdfgamma),u_image:new t.Uniform1i(e,r.u_image),u_tex_y_a:new t.Uniform1f(e,r.u_tex_y_a),u_tex_y_b:new t.Uniform1f(e,r.u_tex_y_b),u_mix:new t.Uniform1f(e,r.u_mix)}},raster:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_tl_parent:new t.Uniform2f(e,r.u_tl_parent),u_scale_parent:new t.Uniform1f(e,r.u_scale_parent),u_buffer_scale:new t.Uniform1f(e,r.u_buffer_scale),u_fade_t:new t.Uniform1f(e,r.u_fade_t),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image0:new t.Uniform1i(e,r.u_image0),u_image1:new t.Uniform1i(e,r.u_image1),u_brightness_low:new t.Uniform1f(e,r.u_brightness_low),u_brightness_high:new t.Uniform1f(e,r.u_brightness_high),u_saturation_factor:new t.Uniform1f(e,r.u_saturation_factor),u_contrast_factor:new t.Uniform1f(e,r.u_contrast_factor),u_spin_weights:new t.Uniform3f(e,r.u_spin_weights)}},symbolIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture)}},symbolSDF:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},symbolTextAndIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texsize_icon:new t.Uniform2f(e,r.u_texsize_icon),u_texture:new t.Uniform1i(e,r.u_texture),u_texture_icon:new t.Uniform1i(e,r.u_texture_icon),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},background:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_color:new t.UniformColor(e,r.u_color)}},backgroundPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image:new t.Uniform1i(e,r.u_image),u_pattern_tl_a:new t.Uniform2f(e,r.u_pattern_tl_a),u_pattern_br_a:new t.Uniform2f(e,r.u_pattern_br_a),u_pattern_tl_b:new t.Uniform2f(e,r.u_pattern_tl_b),u_pattern_br_b:new t.Uniform2f(e,r.u_pattern_br_b),u_texsize:new t.Uniform2f(e,r.u_texsize),u_mix:new t.Uniform1f(e,r.u_mix),u_pattern_size_a:new t.Uniform2f(e,r.u_pattern_size_a),u_pattern_size_b:new t.Uniform2f(e,r.u_pattern_size_b),u_scale_a:new t.Uniform1f(e,r.u_scale_a),u_scale_b:new t.Uniform1f(e,r.u_scale_b),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_tile_units_to_pixels:new t.Uniform1f(e,r.u_tile_units_to_pixels)}}};function Xr(e,r,n,a,i,o,s){for(var l=e.context,c=l.gl,u=e.useProgram(\"collisionBox\"),h=[],f=0,p=0,d=0;d<a.length;d++){var g=a[d],m=r.getTile(g),v=m.getBucket(n);if(v){var y=g.posMatrix;0===i[0]&&0===i[1]||(y=e.translatePosMatrix(g.posMatrix,m,i,o));var x=s?v.textCollisionBox:v.iconCollisionBox,b=v.collisionCircleArray;if(b.length>0){var _=t.create(),w=y;t.mul(_,v.placementInvProjMatrix,e.transform.glCoordMatrix),t.mul(_,_,v.placementViewportMatrix),h.push({circleArray:b,circleOffset:p,transform:w,invTransform:_}),p=f+=b.length/4}x&&u.draw(l,c.LINES,Mt.disabled,At.disabled,e.colorModeForRenderPass(),Et.disabled,Cr(y,e.transform,m),n.id,x.layoutVertexBuffer,x.indexBuffer,x.segments,null,e.transform.zoom,null,null,x.collisionVertexBuffer)}}if(s&&h.length){var T=e.useProgram(\"collisionCircle\"),k=new t.StructArrayLayout2f1f2i16;k.resize(4*f),k._trim();for(var M=0,A=0,S=h;A<S.length;A+=1)for(var E=S[A],C=0;C<E.circleArray.length/4;C++){var L=4*C,P=E.circleArray[L+0],I=E.circleArray[L+1],z=E.circleArray[L+2],O=E.circleArray[L+3];k.emplace(M++,P,I,z,O,0),k.emplace(M++,P,I,z,O,1),k.emplace(M++,P,I,z,O,2),k.emplace(M++,P,I,z,O,3)}(!Vr||Vr.length<2*f)&&(Vr=function(e){var r=2*e,n=new t.StructArrayLayout3ui6;n.resize(r),n._trim();for(var a=0;a<r;a++){var i=6*a;n.uint16[i+0]=4*a+0,n.uint16[i+1]=4*a+1,n.uint16[i+2]=4*a+2,n.uint16[i+3]=4*a+2,n.uint16[i+4]=4*a+3,n.uint16[i+5]=4*a+0}return n}(f));for(var D=l.createIndexBuffer(Vr,!0),R=l.createVertexBuffer(k,t.collisionCircleLayout.members,!0),F=0,B=h;F<B.length;F+=1){var N=B[F],j=Lr(N.transform,N.invTransform,e.transform);T.draw(l,c.TRIANGLES,Mt.disabled,At.disabled,e.colorModeForRenderPass(),Et.disabled,j,n.id,R,D,t.SegmentVector.simpleSegment(0,2*N.circleOffset,N.circleArray.length,N.circleArray.length/2),null,e.transform.zoom,null,null,null)}R.destroy(),D.destroy()}}var Jr=t.identity(new Float32Array(16));function Kr(e,r,n,a,i,o){var s=t.getAnchorAlignment(e),l=-(s.horizontalAlign-.5)*r,c=-(s.verticalAlign-.5)*n,u=t.evaluateVariableOffset(e,a);return new t.Point((l/i+u[0])*o,(c/i+u[1])*o)}function Qr(e,r,n,a,i,o,s,l,c,u,h){var f=e.text.placedSymbolArray,p=e.text.dynamicLayoutVertexArray,d=e.icon.dynamicLayoutVertexArray,g={};p.clear();for(var m=0;m<f.length;m++){var v=f.get(m),y=v.hidden||!v.crossTileID||e.allowVerticalPlacement&&!v.placedOrientation?null:a[v.crossTileID];if(y){var x=new t.Point(v.anchorX,v.anchorY),b=$t(x,n?l:s),_=te(o.cameraToCenterDistance,b.signedDistanceFromCamera),w=i.evaluateSizeForFeature(e.textSizeData,u,v)*_/t.ONE_EM;n&&(w*=e.tilePixelRatio/c);for(var T=Kr(y.anchor,y.width,y.height,y.textOffset,y.textBoxScale,w),k=n?$t(x.add(T),s).point:b.point.add(r?T.rotate(-o.angle):T),M=e.allowVerticalPlacement&&v.placedOrientation===t.WritingMode.vertical?Math.PI/2:0,A=0;A<v.numGlyphs;A++)t.addDynamicAttributes(p,k,M);h&&v.associatedIconIndex>=0&&(g[v.associatedIconIndex]={shiftedAnchor:k,angle:M})}else ce(v.numGlyphs,p)}if(h){d.clear();for(var S=e.icon.placedSymbolArray,E=0;E<S.length;E++){var C=S.get(E);if(C.hidden)ce(C.numGlyphs,d);else{var L=g[E];if(L)for(var P=0;P<C.numGlyphs;P++)t.addDynamicAttributes(d,L.shiftedAnchor,L.angle);else ce(C.numGlyphs,d)}}e.icon.dynamicLayoutVertexBuffer.updateData(d)}e.text.dynamicLayoutVertexBuffer.updateData(p)}function $r(t,e,r){return r.iconsInText&&e?\"symbolTextAndIcon\":t?\"symbolSDF\":\"symbolIcon\"}function tn(e,r,n,a,i,o,s,l,c,u,h,f){for(var p=e.context,d=p.gl,g=e.transform,m=\"map\"===l,v=\"map\"===c,y=m&&\"point\"!==n.layout.get(\"symbol-placement\"),x=m&&!v&&!y,b=void 0!==n.layout.get(\"symbol-sort-key\").constantOr(1),_=e.depthModeForSublayer(0,Mt.ReadOnly),w=n.layout.get(\"text-variable-anchor\"),T=[],k=0,M=a;k<M.length;k+=1){var A=M[k],S=r.getTile(A),E=S.getBucket(n);if(E){var C=i?E.text:E.icon;if(C&&C.segments.get().length){var L=C.programConfigurations.get(n.id),P=i||E.sdfIcons,I=i?E.textSizeData:E.iconSizeData,z=v||0!==g.pitch,O=e.useProgram($r(P,i,E),L),D=t.evaluateSizeForZoom(I,g.zoom),R=void 0,F=[0,0],B=void 0,N=void 0,j=null,U=void 0;if(i)B=S.glyphAtlasTexture,N=d.LINEAR,R=S.glyphAtlasTexture.size,E.iconsInText&&(F=S.imageAtlasTexture.size,j=S.imageAtlasTexture,U=z||e.options.rotating||e.options.zooming||\"composite\"===I.kind||\"camera\"===I.kind?d.LINEAR:d.NEAREST);else{var V=1!==n.layout.get(\"icon-size\").constantOr(0)||E.iconsNeedLinear;B=S.imageAtlasTexture,N=P||e.options.rotating||e.options.zooming||V||z?d.LINEAR:d.NEAREST,R=S.imageAtlasTexture.size}var q=fe(S,1,e.transform.zoom),H=Kt(A.posMatrix,v,m,e.transform,q),G=Qt(A.posMatrix,v,m,e.transform,q),Y=w&&E.hasTextData(),W=\"none\"!==n.layout.get(\"icon-text-fit\")&&Y&&E.hasIconData();y&&re(E,A.posMatrix,e,i,H,G,v,u);var Z=e.translatePosMatrix(A.posMatrix,S,o,s),X=y||i&&w||W?Jr:H,J=e.translatePosMatrix(G,S,o,s,!0),K=P&&0!==n.paint.get(i?\"text-halo-width\":\"icon-halo-width\").constantOr(1),Q={program:O,buffers:C,uniformValues:P?E.iconsInText?Gr(I.kind,D,x,v,e,Z,X,J,R,F):Hr(I.kind,D,x,v,e,Z,X,J,i,R,!0):qr(I.kind,D,x,v,e,Z,X,J,i,R),atlasTexture:B,atlasTextureIcon:j,atlasInterpolation:N,atlasInterpolationIcon:U,isSDF:P,hasHalo:K};if(b)for(var $=0,tt=C.segments.get();$<tt.length;$+=1){var et=tt[$];T.push({segments:new t.SegmentVector([et]),sortKey:et.sortKey,state:Q})}else T.push({segments:C.segments,sortKey:0,state:Q})}}}b&&T.sort((function(t,e){return t.sortKey-e.sortKey}));for(var rt=0,nt=T;rt<nt.length;rt+=1){var at=nt[rt],it=at.state;if(p.activeTexture.set(d.TEXTURE0),it.atlasTexture.bind(it.atlasInterpolation,d.CLAMP_TO_EDGE),it.atlasTextureIcon&&(p.activeTexture.set(d.TEXTURE1),it.atlasTextureIcon&&it.atlasTextureIcon.bind(it.atlasInterpolationIcon,d.CLAMP_TO_EDGE)),it.isSDF){var ot=it.uniformValues;it.hasHalo&&(ot.u_is_halo=1,en(it.buffers,at.segments,n,e,it.program,_,h,f,ot)),ot.u_is_halo=0}en(it.buffers,at.segments,n,e,it.program,_,h,f,it.uniformValues)}}function en(t,e,r,n,a,i,o,s,l){var c=n.context;a.draw(c,c.gl.TRIANGLES,i,o,s,Et.disabled,l,r.id,t.layoutVertexBuffer,t.indexBuffer,e,r.paint,n.transform.zoom,t.programConfigurations.get(r.id),t.dynamicLayoutVertexBuffer,t.opacityVertexBuffer)}function rn(t,e,r,n,a,i,o){var s,l,c,u,h,f=t.context.gl,p=r.paint.get(\"fill-pattern\"),d=p&&p.constantOr(1),g=r.getCrossfadeParameters();o?(l=d&&!r.getPaintProperty(\"fill-outline-color\")?\"fillOutlinePattern\":\"fillOutline\",s=f.LINES):(l=d?\"fillPattern\":\"fill\",s=f.TRIANGLES);for(var m=0,v=n;m<v.length;m+=1){var y=v[m],x=e.getTile(y);if(!d||x.patternsLoaded()){var b=x.getBucket(r);if(b){var _=b.programConfigurations.get(r.id),w=t.useProgram(l,_);d&&(t.context.activeTexture.set(f.TEXTURE0),x.imageAtlasTexture.bind(f.LINEAR,f.CLAMP_TO_EDGE),_.updatePaintBuffers(g));var T=p.constantOr(null);if(T&&x.imageAtlas){var k=x.imageAtlas,M=k.patternPositions[T.to.toString()],A=k.patternPositions[T.from.toString()];M&&A&&_.setConstantPatternPositions(M,A)}var S=t.translatePosMatrix(y.posMatrix,x,r.paint.get(\"fill-translate\"),r.paint.get(\"fill-translate-anchor\"));if(o){u=b.indexBuffer2,h=b.segments2;var E=[f.drawingBufferWidth,f.drawingBufferHeight];c=\"fillOutlinePattern\"===l&&d?Sr(S,t,g,x,E):Ar(S,E)}else u=b.indexBuffer,h=b.segments,c=d?Mr(S,t,g,x):kr(S);w.draw(t.context,s,a,t.stencilModeForClipping(y),i,Et.disabled,c,r.id,b.layoutVertexBuffer,u,h,r.paint,t.transform.zoom,_)}}}}function nn(t,e,r,n,a,i,o){for(var s=t.context,l=s.gl,c=r.paint.get(\"fill-extrusion-pattern\"),u=c.constantOr(1),h=r.getCrossfadeParameters(),f=r.paint.get(\"fill-extrusion-opacity\"),p=0,d=n;p<d.length;p+=1){var g=d[p],m=e.getTile(g),v=m.getBucket(r);if(v){var y=v.programConfigurations.get(r.id),x=t.useProgram(u?\"fillExtrusionPattern\":\"fillExtrusion\",y);u&&(t.context.activeTexture.set(l.TEXTURE0),m.imageAtlasTexture.bind(l.LINEAR,l.CLAMP_TO_EDGE),y.updatePaintBuffers(h));var b=c.constantOr(null);if(b&&m.imageAtlas){var _=m.imageAtlas,w=_.patternPositions[b.to.toString()],T=_.patternPositions[b.from.toString()];w&&T&&y.setConstantPatternPositions(w,T)}var k=t.translatePosMatrix(g.posMatrix,m,r.paint.get(\"fill-extrusion-translate\"),r.paint.get(\"fill-extrusion-translate-anchor\")),M=r.paint.get(\"fill-extrusion-vertical-gradient\"),A=u?Tr(k,t,M,f,g,h,m):wr(k,t,M,f);x.draw(s,s.gl.TRIANGLES,a,i,o,Et.backCCW,A,r.id,v.layoutVertexBuffer,v.indexBuffer,v.segments,r.paint,t.transform.zoom,y)}}}function an(e,r,n,a,i,o){var s=e.context,l=s.gl,c=r.fbo;if(c){var u=e.useProgram(\"hillshade\");s.activeTexture.set(l.TEXTURE0),l.bindTexture(l.TEXTURE_2D,c.colorAttachment.get());var h=function(e,r,n){var a=n.paint.get(\"hillshade-shadow-color\"),i=n.paint.get(\"hillshade-highlight-color\"),o=n.paint.get(\"hillshade-accent-color\"),s=n.paint.get(\"hillshade-illumination-direction\")*(Math.PI/180);\"viewport\"===n.paint.get(\"hillshade-illumination-anchor\")&&(s-=e.transform.angle);var l,c,u,h=!e.options.moving;return{u_matrix:e.transform.calculatePosMatrix(r.tileID.toUnwrapped(),h),u_image:0,u_latrange:(l=r.tileID,c=Math.pow(2,l.canonical.z),u=l.canonical.y,[new t.MercatorCoordinate(0,u/c).toLngLat().lat,new t.MercatorCoordinate(0,(u+1)/c).toLngLat().lat]),u_light:[n.paint.get(\"hillshade-exaggeration\"),s],u_shadow:a,u_highlight:i,u_accent:o}}(e,r,n);u.draw(s,l.TRIANGLES,a,i,o,Et.disabled,h,n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments)}}function on(e,r,n,a,i,o,s){var l=e.context,c=l.gl,u=r.dem;if(u&&u.data){var h=u.dim,f=u.stride,p=u.getPixels();if(l.activeTexture.set(c.TEXTURE1),l.pixelStoreUnpackPremultiplyAlpha.set(!1),r.demTexture=r.demTexture||e.getTileTexture(f),r.demTexture){var d=r.demTexture;d.update(p,{premultiply:!1}),d.bind(c.NEAREST,c.CLAMP_TO_EDGE)}else r.demTexture=new t.Texture(l,p,c.RGBA,{premultiply:!1}),r.demTexture.bind(c.NEAREST,c.CLAMP_TO_EDGE);l.activeTexture.set(c.TEXTURE0);var g=r.fbo;if(!g){var m=new t.Texture(l,{width:h,height:h,data:null},c.RGBA);m.bind(c.LINEAR,c.CLAMP_TO_EDGE),(g=r.fbo=l.createFramebuffer(h,h,!0)).colorAttachment.set(m.texture)}l.bindFramebuffer.set(g.framebuffer),l.viewport.set([0,0,h,h]),e.useProgram(\"hillshadePrepare\").draw(l,c.TRIANGLES,i,o,s,Et.disabled,function(e,r,n){var a=r.stride,i=t.create();return t.ortho(i,0,t.EXTENT,-t.EXTENT,0,0,1),t.translate(i,i,[0,-t.EXTENT,0]),{u_matrix:i,u_image:1,u_dimension:[a,a],u_zoom:e.overscaledZ,u_maxzoom:n,u_unpack:r.getUnpackVector()}}(r.tileID,u,a),n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments),r.needsHillshadePrepare=!1}}function sn(e,r,n,a,i){var o=a.paint.get(\"raster-fade-duration\");if(o>0){var s=t.browser.now(),l=(s-e.timeAdded)/o,c=r?(s-r.timeAdded)/o:-1,u=n.getSource(),h=i.coveringZoomLevel({tileSize:u.tileSize,roundZoom:u.roundZoom}),f=!r||Math.abs(r.tileID.overscaledZ-h)>Math.abs(e.tileID.overscaledZ-h),p=f&&e.refreshedUponExpiration?1:t.clamp(f?l:1-c,0,1);return e.refreshedUponExpiration&&l>=1&&(e.refreshedUponExpiration=!1),r?{opacity:1,mix:1-p}:{opacity:p,mix:0}}return{opacity:1,mix:0}}var ln=new t.Color(1,0,0,1),cn=new t.Color(0,1,0,1),un=new t.Color(0,0,1,1),hn=new t.Color(1,0,1,1),fn=new t.Color(0,1,1,1);function pn(t,e,r,n){gn(t,0,e+r/2,t.transform.width,r,n)}function dn(t,e,r,n){gn(t,e-r/2,0,r,t.transform.height,n)}function gn(e,r,n,a,i,o){var s=e.context,l=s.gl;l.enable(l.SCISSOR_TEST),l.scissor(r*t.browser.devicePixelRatio,n*t.browser.devicePixelRatio,a*t.browser.devicePixelRatio,i*t.browser.devicePixelRatio),s.clear({color:o}),l.disable(l.SCISSOR_TEST)}function mn(e,r,n){var a=e.context,i=a.gl,o=n.posMatrix,s=e.useProgram(\"debug\"),l=Mt.disabled,c=At.disabled,u=e.colorModeForRenderPass();a.activeTexture.set(i.TEXTURE0),e.emptyTexture.bind(i.LINEAR,i.CLAMP_TO_EDGE),s.draw(a,i.LINE_STRIP,l,c,u,Et.disabled,Pr(o,t.Color.red),\"$debug\",e.debugBuffer,e.tileBorderIndexBuffer,e.debugSegments);var h=r.getTileByID(n.key).latestRawTileData,f=Math.floor((h&&h.byteLength||0)/1024),p=r.getTile(n).tileSize,d=512/Math.min(p,512)*(n.overscaledZ/e.transform.zoom)*.5,g=n.canonical.toString();n.overscaledZ!==n.canonical.z&&(g+=\" => \"+n.overscaledZ),function(t,e){t.initDebugOverlayCanvas();var r=t.debugOverlayCanvas,n=t.context.gl,a=t.debugOverlayCanvas.getContext(\"2d\");a.clearRect(0,0,r.width,r.height),a.shadowColor=\"white\",a.shadowBlur=2,a.lineWidth=1.5,a.strokeStyle=\"white\",a.textBaseline=\"top\",a.font=\"bold 36px Open Sans, sans-serif\",a.fillText(e,5,5),a.strokeText(e,5,5),t.debugOverlayTexture.update(r),t.debugOverlayTexture.bind(n.LINEAR,n.CLAMP_TO_EDGE)}(e,g+\" \"+f+\"kb\"),s.draw(a,i.TRIANGLES,l,c,St.alphaBlended,Et.disabled,Pr(o,t.Color.transparent,d),\"$debug\",e.debugBuffer,e.quadTriangleIndexBuffer,e.debugSegments)}var vn={symbol:function(e,r,n,a,i){if(\"translucent\"===e.renderPass){var o=At.disabled,s=e.colorModeForRenderPass();n.layout.get(\"text-variable-anchor\")&&function(e,r,n,a,i,o,s){for(var l=r.transform,c=\"map\"===i,u=\"map\"===o,h=0,f=e;h<f.length;h+=1){var p=f[h],d=a.getTile(p),g=d.getBucket(n);if(g&&g.text&&g.text.segments.get().length){var m=t.evaluateSizeForZoom(g.textSizeData,l.zoom),v=fe(d,1,r.transform.zoom),y=Kt(p.posMatrix,u,c,r.transform,v),x=\"none\"!==n.layout.get(\"icon-text-fit\")&&g.hasIconData();if(m){var b=Math.pow(2,l.zoom-d.tileID.overscaledZ);Qr(g,c,u,s,t.symbolSize,l,y,p.posMatrix,b,m,x)}}}}(a,e,n,r,n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),i),0!==n.paint.get(\"icon-opacity\").constantOr(1)&&tn(e,r,n,a,!1,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),n.layout.get(\"icon-rotation-alignment\"),n.layout.get(\"icon-pitch-alignment\"),n.layout.get(\"icon-keep-upright\"),o,s),0!==n.paint.get(\"text-opacity\").constantOr(1)&&tn(e,r,n,a,!0,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),n.layout.get(\"text-keep-upright\"),o,s),r.map.showCollisionBoxes&&(Xr(e,r,n,a,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),!0),Xr(e,r,n,a,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),!1))}},circle:function(e,r,n,a){if(\"translucent\"===e.renderPass){var i=n.paint.get(\"circle-opacity\"),o=n.paint.get(\"circle-stroke-width\"),s=n.paint.get(\"circle-stroke-opacity\"),l=void 0!==n.layout.get(\"circle-sort-key\").constantOr(1);if(0!==i.constantOr(1)||0!==o.constantOr(1)&&0!==s.constantOr(1)){for(var c=e.context,u=c.gl,h=e.depthModeForSublayer(0,Mt.ReadOnly),f=At.disabled,p=e.colorModeForRenderPass(),d=[],g=0;g<a.length;g++){var m=a[g],v=r.getTile(m),y=v.getBucket(n);if(y){var x=y.programConfigurations.get(n.id),b={programConfiguration:x,program:e.useProgram(\"circle\",x),layoutVertexBuffer:y.layoutVertexBuffer,indexBuffer:y.indexBuffer,uniformValues:Er(e,m,v,n)};if(l)for(var _=0,w=y.segments.get();_<w.length;_+=1){var T=w[_];d.push({segments:new t.SegmentVector([T]),sortKey:T.sortKey,state:b})}else d.push({segments:y.segments,sortKey:0,state:b})}}l&&d.sort((function(t,e){return t.sortKey-e.sortKey}));for(var k=0,M=d;k<M.length;k+=1){var A=M[k],S=A.state;S.program.draw(c,u.TRIANGLES,h,f,p,Et.disabled,S.uniformValues,n.id,S.layoutVertexBuffer,S.indexBuffer,A.segments,n.paint,e.transform.zoom,S.programConfiguration)}}}},heatmap:function(e,r,n,a){if(0!==n.paint.get(\"heatmap-opacity\"))if(\"offscreen\"===e.renderPass){var i=e.context,o=i.gl,s=At.disabled,l=new St([o.ONE,o.ONE],t.Color.transparent,[!0,!0,!0,!0]);!function(t,e,r){var n=t.gl;t.activeTexture.set(n.TEXTURE1),t.viewport.set([0,0,e.width/4,e.height/4]);var a=r.heatmapFbo;if(a)n.bindTexture(n.TEXTURE_2D,a.colorAttachment.get()),t.bindFramebuffer.set(a.framebuffer);else{var i=n.createTexture();n.bindTexture(n.TEXTURE_2D,i),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,n.LINEAR),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,n.LINEAR),a=r.heatmapFbo=t.createFramebuffer(e.width/4,e.height/4,!1),function(t,e,r,n){var a=t.gl;a.texImage2D(a.TEXTURE_2D,0,a.RGBA,e.width/4,e.height/4,0,a.RGBA,t.extRenderToTextureHalfFloat?t.extTextureHalfFloat.HALF_FLOAT_OES:a.UNSIGNED_BYTE,null),n.colorAttachment.set(r)}(t,e,i,a)}}(i,e,n),i.clear({color:t.Color.transparent});for(var c=0;c<a.length;c++){var u=a[c];if(!r.hasRenderableParent(u)){var h=r.getTile(u),f=h.getBucket(n);if(f){var p=f.programConfigurations.get(n.id);e.useProgram(\"heatmap\",p).draw(i,o.TRIANGLES,Mt.disabled,s,l,Et.disabled,zr(u.posMatrix,h,e.transform.zoom,n.paint.get(\"heatmap-intensity\")),n.id,f.layoutVertexBuffer,f.indexBuffer,f.segments,n.paint,e.transform.zoom,p)}}}i.viewport.set([0,0,e.width,e.height])}else\"translucent\"===e.renderPass&&(e.context.setColorMode(e.colorModeForRenderPass()),function(e,r){var n=e.context,a=n.gl,i=r.heatmapFbo;if(i){n.activeTexture.set(a.TEXTURE0),a.bindTexture(a.TEXTURE_2D,i.colorAttachment.get()),n.activeTexture.set(a.TEXTURE1);var o=r.colorRampTexture;o||(o=r.colorRampTexture=new t.Texture(n,r.colorRamp,a.RGBA)),o.bind(a.LINEAR,a.CLAMP_TO_EDGE),e.useProgram(\"heatmapTexture\").draw(n,a.TRIANGLES,Mt.disabled,At.disabled,e.colorModeForRenderPass(),Et.disabled,function(e,r,n,a){var i=t.create();t.ortho(i,0,e.width,e.height,0,0,1);var o=e.context.gl;return{u_matrix:i,u_world:[o.drawingBufferWidth,o.drawingBufferHeight],u_image:0,u_color_ramp:1,u_opacity:r.paint.get(\"heatmap-opacity\")}}(e,r),r.id,e.viewportBuffer,e.quadTriangleIndexBuffer,e.viewportSegments,r.paint,e.transform.zoom)}}(e,n))},line:function(e,r,n,a){if(\"translucent\"===e.renderPass){var i=n.paint.get(\"line-opacity\"),o=n.paint.get(\"line-width\");if(0!==i.constantOr(1)&&0!==o.constantOr(1)){var s=e.depthModeForSublayer(0,Mt.ReadOnly),l=e.colorModeForRenderPass(),c=n.paint.get(\"line-dasharray\"),u=n.paint.get(\"line-pattern\"),h=u.constantOr(1),f=n.paint.get(\"line-gradient\"),p=n.getCrossfadeParameters(),d=h?\"linePattern\":c?\"lineSDF\":f?\"lineGradient\":\"line\",g=e.context,m=g.gl,v=!0;if(f){g.activeTexture.set(m.TEXTURE0);var y=n.gradientTexture;if(!n.gradient)return;y||(y=n.gradientTexture=new t.Texture(g,n.gradient,m.RGBA)),y.bind(m.LINEAR,m.CLAMP_TO_EDGE)}for(var x=0,b=a;x<b.length;x+=1){var _=b[x],w=r.getTile(_);if(!h||w.patternsLoaded()){var T=w.getBucket(n);if(T){var k=T.programConfigurations.get(n.id),M=e.context.program.get(),A=e.useProgram(d,k),S=v||A.program!==M,E=u.constantOr(null);if(E&&w.imageAtlas){var C=w.imageAtlas,L=C.patternPositions[E.to.toString()],P=C.patternPositions[E.from.toString()];L&&P&&k.setConstantPatternPositions(L,P)}var I=h?Rr(e,w,n,p):c?Fr(e,w,n,c,p):f?Dr(e,w,n):Or(e,w,n);h?(g.activeTexture.set(m.TEXTURE0),w.imageAtlasTexture.bind(m.LINEAR,m.CLAMP_TO_EDGE),k.updatePaintBuffers(p)):c&&(S||e.lineAtlas.dirty)&&(g.activeTexture.set(m.TEXTURE0),e.lineAtlas.bind(g)),A.draw(g,m.TRIANGLES,s,e.stencilModeForClipping(_),l,Et.disabled,I,n.id,T.layoutVertexBuffer,T.indexBuffer,T.segments,n.paint,e.transform.zoom,k),v=!1}}}}}},fill:function(e,r,n,a){var i=n.paint.get(\"fill-color\"),o=n.paint.get(\"fill-opacity\");if(0!==o.constantOr(1)){var s=e.colorModeForRenderPass(),l=n.paint.get(\"fill-pattern\"),c=e.opaquePassEnabledForLayer()&&!l.constantOr(1)&&1===i.constantOr(t.Color.transparent).a&&1===o.constantOr(0)?\"opaque\":\"translucent\";if(e.renderPass===c){var u=e.depthModeForSublayer(1,\"opaque\"===e.renderPass?Mt.ReadWrite:Mt.ReadOnly);rn(e,r,n,a,u,s,!1)}if(\"translucent\"===e.renderPass&&n.paint.get(\"fill-antialias\")){var h=e.depthModeForSublayer(n.getPaintProperty(\"fill-outline-color\")?2:0,Mt.ReadOnly);rn(e,r,n,a,h,s,!0)}}},\"fill-extrusion\":function(t,e,r,n){var a=r.paint.get(\"fill-extrusion-opacity\");if(0!==a&&\"translucent\"===t.renderPass){var i=new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D);if(1!==a||r.paint.get(\"fill-extrusion-pattern\").constantOr(1))nn(t,e,r,n,i,At.disabled,St.disabled),nn(t,e,r,n,i,t.stencilModeFor3D(),t.colorModeForRenderPass());else{var o=t.colorModeForRenderPass();nn(t,e,r,n,i,At.disabled,o)}}},hillshade:function(t,e,r,n){if(\"offscreen\"===t.renderPass||\"translucent\"===t.renderPass){for(var a=t.context,i=e.getSource().maxzoom,o=t.depthModeForSublayer(0,Mt.ReadOnly),s=t.colorModeForRenderPass(),l=\"translucent\"===t.renderPass?t.stencilConfigForOverlap(n):[{},n],c=l[0],u=0,h=l[1];u<h.length;u+=1){var f=h[u],p=e.getTile(f);p.needsHillshadePrepare&&\"offscreen\"===t.renderPass?on(t,p,r,i,o,At.disabled,s):\"translucent\"===t.renderPass&&an(t,p,r,o,c[f.overscaledZ],s)}a.viewport.set([0,0,t.width,t.height])}},raster:function(t,e,r,n){if(\"translucent\"===t.renderPass&&0!==r.paint.get(\"raster-opacity\")&&n.length)for(var a=t.context,i=a.gl,o=e.getSource(),s=t.useProgram(\"raster\"),l=t.colorModeForRenderPass(),c=o instanceof I?[{},n]:t.stencilConfigForOverlap(n),u=c[0],h=c[1],f=h[h.length-1].overscaledZ,p=!t.options.moving,d=0,g=h;d<g.length;d+=1){var m=g[d],v=t.depthModeForSublayer(m.overscaledZ-f,1===r.paint.get(\"raster-opacity\")?Mt.ReadWrite:Mt.ReadOnly,i.LESS),y=e.getTile(m),x=t.transform.calculatePosMatrix(m.toUnwrapped(),p);y.registerFadeDuration(r.paint.get(\"raster-fade-duration\"));var b=e.findLoadedParent(m,0),_=sn(y,b,e,r,t.transform),w=void 0,T=void 0,k=\"nearest\"===r.paint.get(\"raster-resampling\")?i.NEAREST:i.LINEAR;a.activeTexture.set(i.TEXTURE0),y.texture.bind(k,i.CLAMP_TO_EDGE,i.LINEAR_MIPMAP_NEAREST),a.activeTexture.set(i.TEXTURE1),b?(b.texture.bind(k,i.CLAMP_TO_EDGE,i.LINEAR_MIPMAP_NEAREST),w=Math.pow(2,b.tileID.overscaledZ-y.tileID.overscaledZ),T=[y.tileID.canonical.x*w%1,y.tileID.canonical.y*w%1]):y.texture.bind(k,i.CLAMP_TO_EDGE,i.LINEAR_MIPMAP_NEAREST);var M=jr(x,T||[0,0],w||1,_,r);o instanceof I?s.draw(a,i.TRIANGLES,v,At.disabled,l,Et.disabled,M,r.id,o.boundsBuffer,t.quadTriangleIndexBuffer,o.boundsSegments):s.draw(a,i.TRIANGLES,v,u[m.overscaledZ],l,Et.disabled,M,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}},background:function(t,e,r){var n=r.paint.get(\"background-color\"),a=r.paint.get(\"background-opacity\");if(0!==a){var i=t.context,o=i.gl,s=t.transform,l=s.tileSize,c=r.paint.get(\"background-pattern\");if(!t.isPatternMissing(c)){var u=!c&&1===n.a&&1===a&&t.opaquePassEnabledForLayer()?\"opaque\":\"translucent\";if(t.renderPass===u){var h=At.disabled,f=t.depthModeForSublayer(0,\"opaque\"===u?Mt.ReadWrite:Mt.ReadOnly),p=t.colorModeForRenderPass(),d=t.useProgram(c?\"backgroundPattern\":\"background\"),g=s.coveringTiles({tileSize:l});c&&(i.activeTexture.set(o.TEXTURE0),t.imageManager.bind(t.context));for(var m=r.getCrossfadeParameters(),v=0,y=g;v<y.length;v+=1){var x=y[v],b=t.transform.calculatePosMatrix(x.toUnwrapped()),_=c?Wr(b,a,t,c,{tileID:x,tileSize:l},m):Yr(b,a,n);d.draw(i,o.TRIANGLES,f,h,p,Et.disabled,_,r.id,t.tileExtentBuffer,t.quadTriangleIndexBuffer,t.tileExtentSegments)}}}}},debug:function(t,e,r){for(var n=0;n<r.length;n++)mn(t,e,r[n])},custom:function(t,e,r){var n=t.context,a=r.implementation;if(\"offscreen\"===t.renderPass){var i=a.prerender;i&&(t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),i.call(a,n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState())}else if(\"translucent\"===t.renderPass){t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),n.setStencilMode(At.disabled);var o=\"3d\"===a.renderingMode?new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D):t.depthModeForSublayer(0,Mt.ReadOnly);n.setDepthMode(o),a.render(n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState(),n.bindFramebuffer.set(null)}}},yn=function(t,e){this.context=new Ct(t),this.transform=e,this._tileTextures={},this.setup(),this.numSublayers=Lt.maxUnderzooming+Lt.maxOverzooming+1,this.depthEpsilon=1/Math.pow(2,16),this.crossTileSymbolIndex=new Be,this.gpuTimers={}};yn.prototype.resize=function(e,r){if(this.width=e*t.browser.devicePixelRatio,this.height=r*t.browser.devicePixelRatio,this.context.viewport.set([0,0,this.width,this.height]),this.style)for(var n=0,a=this.style._order;n<a.length;n+=1)this.style._layers[a[n]].resize()},yn.prototype.setup=function(){var e=this.context,r=new t.StructArrayLayout2i4;r.emplaceBack(0,0),r.emplaceBack(t.EXTENT,0),r.emplaceBack(0,t.EXTENT),r.emplaceBack(t.EXTENT,t.EXTENT),this.tileExtentBuffer=e.createVertexBuffer(r,He.members),this.tileExtentSegments=t.SegmentVector.simpleSegment(0,0,4,2);var n=new t.StructArrayLayout2i4;n.emplaceBack(0,0),n.emplaceBack(t.EXTENT,0),n.emplaceBack(0,t.EXTENT),n.emplaceBack(t.EXTENT,t.EXTENT),this.debugBuffer=e.createVertexBuffer(n,He.members),this.debugSegments=t.SegmentVector.simpleSegment(0,0,4,5);var a=new t.StructArrayLayout4i8;a.emplaceBack(0,0,0,0),a.emplaceBack(t.EXTENT,0,t.EXTENT,0),a.emplaceBack(0,t.EXTENT,0,t.EXTENT),a.emplaceBack(t.EXTENT,t.EXTENT,t.EXTENT,t.EXTENT),this.rasterBoundsBuffer=e.createVertexBuffer(a,P.members),this.rasterBoundsSegments=t.SegmentVector.simpleSegment(0,0,4,2);var i=new t.StructArrayLayout2i4;i.emplaceBack(0,0),i.emplaceBack(1,0),i.emplaceBack(0,1),i.emplaceBack(1,1),this.viewportBuffer=e.createVertexBuffer(i,He.members),this.viewportSegments=t.SegmentVector.simpleSegment(0,0,4,2);var o=new t.StructArrayLayout1ui2;o.emplaceBack(0),o.emplaceBack(1),o.emplaceBack(3),o.emplaceBack(2),o.emplaceBack(0),this.tileBorderIndexBuffer=e.createIndexBuffer(o);var s=new t.StructArrayLayout3ui6;s.emplaceBack(0,1,2),s.emplaceBack(2,1,3),this.quadTriangleIndexBuffer=e.createIndexBuffer(s),this.emptyTexture=new t.Texture(e,{width:1,height:1,data:new Uint8Array([0,0,0,0])},e.gl.RGBA);var l=this.context.gl;this.stencilClearMode=new At({func:l.ALWAYS,mask:0},0,255,l.ZERO,l.ZERO,l.ZERO)},yn.prototype.clearStencil=function(){var e=this.context,r=e.gl;this.nextStencilID=1,this.currentStencilSource=void 0;var n=t.create();t.ortho(n,0,this.width,this.height,0,0,1),t.scale(n,n,[r.drawingBufferWidth,r.drawingBufferHeight,0]),this.useProgram(\"clippingMask\").draw(e,r.TRIANGLES,Mt.disabled,this.stencilClearMode,St.disabled,Et.disabled,Ir(n),\"$clipping\",this.viewportBuffer,this.quadTriangleIndexBuffer,this.viewportSegments)},yn.prototype._renderTileClippingMasks=function(t,e){if(this.currentStencilSource!==t.source&&t.isTileClipped()&&e&&e.length){this.currentStencilSource=t.source;var r=this.context,n=r.gl;this.nextStencilID+e.length>256&&this.clearStencil(),r.setColorMode(St.disabled),r.setDepthMode(Mt.disabled);var a=this.useProgram(\"clippingMask\");this._tileClippingMaskIDs={};for(var i=0,o=e;i<o.length;i+=1){var s=o[i],l=this._tileClippingMaskIDs[s.key]=this.nextStencilID++;a.draw(r,n.TRIANGLES,Mt.disabled,new At({func:n.ALWAYS,mask:0},l,255,n.KEEP,n.KEEP,n.REPLACE),St.disabled,Et.disabled,Ir(s.posMatrix),\"$clipping\",this.tileExtentBuffer,this.quadTriangleIndexBuffer,this.tileExtentSegments)}}},yn.prototype.stencilModeFor3D=function(){this.currentStencilSource=void 0,this.nextStencilID+1>256&&this.clearStencil();var t=this.nextStencilID++,e=this.context.gl;return new At({func:e.NOTEQUAL,mask:255},t,255,e.KEEP,e.KEEP,e.REPLACE)},yn.prototype.stencilModeForClipping=function(t){var e=this.context.gl;return new At({func:e.EQUAL,mask:255},this._tileClippingMaskIDs[t.key],0,e.KEEP,e.KEEP,e.REPLACE)},yn.prototype.stencilConfigForOverlap=function(t){var e,r=this.context.gl,n=t.sort((function(t,e){return e.overscaledZ-t.overscaledZ})),a=n[n.length-1].overscaledZ,i=n[0].overscaledZ-a+1;if(i>1){this.currentStencilSource=void 0,this.nextStencilID+i>256&&this.clearStencil();for(var o={},s=0;s<i;s++)o[s+a]=new At({func:r.GEQUAL,mask:255},s+this.nextStencilID,255,r.KEEP,r.KEEP,r.REPLACE);return this.nextStencilID+=i,[o,n]}return[(e={},e[a]=At.disabled,e),n]},yn.prototype.colorModeForRenderPass=function(){var e=this.context.gl;return this._showOverdrawInspector?new St([e.CONSTANT_COLOR,e.ONE],new t.Color(1/8,1/8,1/8,0),[!0,!0,!0,!0]):\"opaque\"===this.renderPass?St.unblended:St.alphaBlended},yn.prototype.depthModeForSublayer=function(t,e,r){if(!this.opaquePassEnabledForLayer())return Mt.disabled;var n=1-((1+this.currentLayer)*this.numSublayers+t)*this.depthEpsilon;return new Mt(r||this.context.gl.LEQUAL,e,[n,n])},yn.prototype.opaquePassEnabledForLayer=function(){return this.currentLayer<this.opaquePassCutoff},yn.prototype.render=function(e,r){var n=this;this.style=e,this.options=r,this.lineAtlas=e.lineAtlas,this.imageManager=e.imageManager,this.glyphManager=e.glyphManager,this.symbolFadeChange=e.placement.symbolFadeChange(t.browser.now()),this.imageManager.beginFrame();var a=this.style._order,i=this.style.sourceCaches;for(var o in i){var s=i[o];s.used&&s.prepare(this.context)}var l,c,u={},h={},f={};for(var p in i){var d=i[p];u[p]=d.getVisibleCoordinates(),h[p]=u[p].slice().reverse(),f[p]=d.getVisibleCoordinates(!0).reverse()}this.opaquePassCutoff=1/0;for(var g=0;g<a.length;g++)if(this.style._layers[a[g]].is3D()){this.opaquePassCutoff=g;break}this.renderPass=\"offscreen\";for(var m=0,v=a;m<v.length;m+=1){var y=this.style._layers[v[m]];if(y.hasOffscreenPass()&&!y.isHidden(this.transform.zoom)){var x=h[y.source];(\"custom\"===y.type||x.length)&&this.renderLayer(this,i[y.source],y,x)}}for(this.context.bindFramebuffer.set(null),this.context.clear({color:r.showOverdrawInspector?t.Color.black:t.Color.transparent,depth:1}),this.clearStencil(),this._showOverdrawInspector=r.showOverdrawInspector,this.depthRangeFor3D=[0,1-(e._order.length+2)*this.numSublayers*this.depthEpsilon],this.renderPass=\"opaque\",this.currentLayer=a.length-1;this.currentLayer>=0;this.currentLayer--){var b=this.style._layers[a[this.currentLayer]],_=i[b.source],w=u[b.source];this._renderTileClippingMasks(b,w),this.renderLayer(this,_,b,w)}for(this.renderPass=\"translucent\",this.currentLayer=0;this.currentLayer<a.length;this.currentLayer++){var T=this.style._layers[a[this.currentLayer]],k=i[T.source],M=(\"symbol\"===T.type?f:h)[T.source];this._renderTileClippingMasks(T,u[T.source]),this.renderLayer(this,k,T,M)}this.options.showTileBoundaries&&(t.values(this.style._layers).forEach((function(t){t.source&&!t.isHidden(n.transform.zoom)&&(t.source!==(c&&c.id)&&(c=n.style.sourceCaches[t.source]),(!l||l.getSource().maxzoom<c.getSource().maxzoom)&&(l=c))})),l&&vn.debug(this,l,l.getVisibleCoordinates())),this.options.showPadding&&function(t){var e=t.transform.padding;pn(t,t.transform.height-(e.top||0),3,ln),pn(t,e.bottom||0,3,cn),dn(t,e.left||0,3,un),dn(t,t.transform.width-(e.right||0),3,hn);var r=t.transform.centerPoint;!function(t,e,r,n){gn(t,e-1,r-10,2,20,n),gn(t,e-10,r-1,20,2,n)}(t,r.x,t.transform.height-r.y,fn)}(this),this.context.setDefault()},yn.prototype.renderLayer=function(t,e,r,n){r.isHidden(this.transform.zoom)||(\"background\"===r.type||\"custom\"===r.type||n.length)&&(this.id=r.id,this.gpuTimingStart(r),vn[r.type](t,e,r,n,this.style.placement.variableOffsets),this.gpuTimingEnd())},yn.prototype.gpuTimingStart=function(t){if(this.options.gpuTiming){var e=this.context.extTimerQuery,r=this.gpuTimers[t.id];r||(r=this.gpuTimers[t.id]={calls:0,cpuTime:0,query:e.createQueryEXT()}),r.calls++,e.beginQueryEXT(e.TIME_ELAPSED_EXT,r.query)}},yn.prototype.gpuTimingEnd=function(){if(this.options.gpuTiming){var t=this.context.extTimerQuery;t.endQueryEXT(t.TIME_ELAPSED_EXT)}},yn.prototype.collectGpuTimers=function(){var t=this.gpuTimers;return this.gpuTimers={},t},yn.prototype.queryGpuTimers=function(t){var e={};for(var r in t){var n=t[r],a=this.context.extTimerQuery,i=a.getQueryObjectEXT(n.query,a.QUERY_RESULT_EXT)/1e6;a.deleteQueryEXT(n.query),e[r]=i}return e},yn.prototype.translatePosMatrix=function(e,r,n,a,i){if(!n[0]&&!n[1])return e;var o=i?\"map\"===a?this.transform.angle:0:\"viewport\"===a?-this.transform.angle:0;if(o){var s=Math.sin(o),l=Math.cos(o);n=[n[0]*l-n[1]*s,n[0]*s+n[1]*l]}var c=[i?n[0]:fe(r,n[0],this.transform.zoom),i?n[1]:fe(r,n[1],this.transform.zoom),0],u=new Float32Array(16);return t.translate(u,e,c),u},yn.prototype.saveTileTexture=function(t){var e=this._tileTextures[t.size[0]];e?e.push(t):this._tileTextures[t.size[0]]=[t]},yn.prototype.getTileTexture=function(t){var e=this._tileTextures[t];return e&&e.length>0?e.pop():null},yn.prototype.isPatternMissing=function(t){if(!t)return!1;if(!t.from||!t.to)return!0;var e=this.imageManager.getPattern(t.from.toString()),r=this.imageManager.getPattern(t.to.toString());return!e||!r},yn.prototype.useProgram=function(t,e){this.cache=this.cache||{};var r=\"\"+t+(e?e.cacheKey:\"\")+(this._showOverdrawInspector?\"/overdraw\":\"\");return this.cache[r]||(this.cache[r]=new br(this.context,yr[t],e,Zr[t],this._showOverdrawInspector)),this.cache[r]},yn.prototype.setCustomLayerDefaults=function(){this.context.unbindVAO(),this.context.cullFace.setDefault(),this.context.activeTexture.setDefault(),this.context.pixelStoreUnpack.setDefault(),this.context.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.context.pixelStoreUnpackFlipY.setDefault()},yn.prototype.setBaseState=function(){var t=this.context.gl;this.context.cullFace.set(!1),this.context.viewport.set([0,0,this.width,this.height]),this.context.blendEquation.set(t.FUNC_ADD)},yn.prototype.initDebugOverlayCanvas=function(){null==this.debugOverlayCanvas&&(this.debugOverlayCanvas=t.window.document.createElement(\"canvas\"),this.debugOverlayCanvas.width=512,this.debugOverlayCanvas.height=512,this.debugOverlayTexture=new t.Texture(this.context,this.debugOverlayCanvas,this.context.gl.RGBA))},yn.prototype.destroy=function(){this.emptyTexture.destroy(),this.debugOverlayTexture&&this.debugOverlayTexture.destroy()};var xn=function(t,e){this.points=t,this.planes=e};xn.fromInvProjectionMatrix=function(e,r,n){var a=Math.pow(2,n),i=[[-1,1,-1,1],[1,1,-1,1],[1,-1,-1,1],[-1,-1,-1,1],[-1,1,1,1],[1,1,1,1],[1,-1,1,1],[-1,-1,1,1]].map((function(r){return t.transformMat4([],r,e)})).map((function(e){return t.scale$1([],e,1/e[3]/r*a)})),o=[[0,1,2],[6,5,4],[0,3,7],[2,1,5],[3,2,6],[0,4,5]].map((function(e){var r=t.sub([],i[e[0]],i[e[1]]),n=t.sub([],i[e[2]],i[e[1]]),a=t.normalize([],t.cross([],r,n)),o=-t.dot(a,i[e[1]]);return a.concat(o)}));return new xn(i,o)};var bn=function(e,r){this.min=e,this.max=r,this.center=t.scale$2([],t.add([],this.min,this.max),.5)};bn.prototype.quadrant=function(e){for(var r=[e%2==0,e<2],n=t.clone$2(this.min),a=t.clone$2(this.max),i=0;i<r.length;i++)n[i]=r[i]?this.min[i]:this.center[i],a[i]=r[i]?this.center[i]:this.max[i];return a[2]=this.max[2],new bn(n,a)},bn.prototype.distanceX=function(t){return Math.max(Math.min(this.max[0],t[0]),this.min[0])-t[0]},bn.prototype.distanceY=function(t){return Math.max(Math.min(this.max[1],t[1]),this.min[1])-t[1]},bn.prototype.intersects=function(e){for(var r=[[this.min[0],this.min[1],0,1],[this.max[0],this.min[1],0,1],[this.max[0],this.max[1],0,1],[this.min[0],this.max[1],0,1]],n=!0,a=0;a<e.planes.length;a++){for(var i=e.planes[a],o=0,s=0;s<r.length;s++)o+=t.dot$1(i,r[s])>=0;if(0===o)return 0;o!==r.length&&(n=!1)}if(n)return 2;for(var l=0;l<3;l++){for(var c=Number.MAX_VALUE,u=-Number.MAX_VALUE,h=0;h<e.points.length;h++){var f=e.points[h][l]-this.min[l];c=Math.min(c,f),u=Math.max(u,f)}if(u<0||c>this.max[l]-this.min[l])return 0}return 1};var _n=function(t,e,r,n){if(void 0===t&&(t=0),void 0===e&&(e=0),void 0===r&&(r=0),void 0===n&&(n=0),isNaN(t)||t<0||isNaN(e)||e<0||isNaN(r)||r<0||isNaN(n)||n<0)throw new Error(\"Invalid value for edge-insets, top, bottom, left and right must all be numbers\");this.top=t,this.bottom=e,this.left=r,this.right=n};_n.prototype.interpolate=function(e,r,n){return null!=r.top&&null!=e.top&&(this.top=t.number(e.top,r.top,n)),null!=r.bottom&&null!=e.bottom&&(this.bottom=t.number(e.bottom,r.bottom,n)),null!=r.left&&null!=e.left&&(this.left=t.number(e.left,r.left,n)),null!=r.right&&null!=e.right&&(this.right=t.number(e.right,r.right,n)),this},_n.prototype.getCenter=function(e,r){var n=t.clamp((this.left+e-this.right)/2,0,e),a=t.clamp((this.top+r-this.bottom)/2,0,r);return new t.Point(n,a)},_n.prototype.equals=function(t){return this.top===t.top&&this.bottom===t.bottom&&this.left===t.left&&this.right===t.right},_n.prototype.clone=function(){return new _n(this.top,this.bottom,this.left,this.right)},_n.prototype.toJSON=function(){return{top:this.top,bottom:this.bottom,left:this.left,right:this.right}};var wn=function(e,r,n,a,i){this.tileSize=512,this.maxValidLatitude=85.051129,this._renderWorldCopies=void 0===i||i,this._minZoom=e||0,this._maxZoom=r||22,this._minPitch=null==n?0:n,this._maxPitch=null==a?60:a,this.setMaxBounds(),this.width=0,this.height=0,this._center=new t.LngLat(0,0),this.zoom=0,this.angle=0,this._fov=.6435011087932844,this._pitch=0,this._unmodified=!0,this._edgeInsets=new _n,this._posMatrixCache={},this._alignedPosMatrixCache={}},Tn={minZoom:{configurable:!0},maxZoom:{configurable:!0},minPitch:{configurable:!0},maxPitch:{configurable:!0},renderWorldCopies:{configurable:!0},worldSize:{configurable:!0},centerOffset:{configurable:!0},size:{configurable:!0},bearing:{configurable:!0},pitch:{configurable:!0},fov:{configurable:!0},zoom:{configurable:!0},center:{configurable:!0},padding:{configurable:!0},centerPoint:{configurable:!0},unmodified:{configurable:!0},point:{configurable:!0}};wn.prototype.clone=function(){var t=new wn(this._minZoom,this._maxZoom,this._minPitch,this.maxPitch,this._renderWorldCopies);return t.tileSize=this.tileSize,t.latRange=this.latRange,t.width=this.width,t.height=this.height,t._center=this._center,t.zoom=this.zoom,t.angle=this.angle,t._fov=this._fov,t._pitch=this._pitch,t._unmodified=this._unmodified,t._edgeInsets=this._edgeInsets.clone(),t._calcMatrices(),t},Tn.minZoom.get=function(){return this._minZoom},Tn.minZoom.set=function(t){this._minZoom!==t&&(this._minZoom=t,this.zoom=Math.max(this.zoom,t))},Tn.maxZoom.get=function(){return this._maxZoom},Tn.maxZoom.set=function(t){this._maxZoom!==t&&(this._maxZoom=t,this.zoom=Math.min(this.zoom,t))},Tn.minPitch.get=function(){return this._minPitch},Tn.minPitch.set=function(t){this._minPitch!==t&&(this._minPitch=t,this.pitch=Math.max(this.pitch,t))},Tn.maxPitch.get=function(){return this._maxPitch},Tn.maxPitch.set=function(t){this._maxPitch!==t&&(this._maxPitch=t,this.pitch=Math.min(this.pitch,t))},Tn.renderWorldCopies.get=function(){return this._renderWorldCopies},Tn.renderWorldCopies.set=function(t){void 0===t?t=!0:null===t&&(t=!1),this._renderWorldCopies=t},Tn.worldSize.get=function(){return this.tileSize*this.scale},Tn.centerOffset.get=function(){return this.centerPoint._sub(this.size._div(2))},Tn.size.get=function(){return new t.Point(this.width,this.height)},Tn.bearing.get=function(){return-this.angle/Math.PI*180},Tn.bearing.set=function(e){var r=-t.wrap(e,-180,180)*Math.PI/180;this.angle!==r&&(this._unmodified=!1,this.angle=r,this._calcMatrices(),this.rotationMatrix=t.create$2(),t.rotate(this.rotationMatrix,this.rotationMatrix,this.angle))},Tn.pitch.get=function(){return this._pitch/Math.PI*180},Tn.pitch.set=function(e){var r=t.clamp(e,this.minPitch,this.maxPitch)/180*Math.PI;this._pitch!==r&&(this._unmodified=!1,this._pitch=r,this._calcMatrices())},Tn.fov.get=function(){return this._fov/Math.PI*180},Tn.fov.set=function(t){t=Math.max(.01,Math.min(60,t)),this._fov!==t&&(this._unmodified=!1,this._fov=t/180*Math.PI,this._calcMatrices())},Tn.zoom.get=function(){return this._zoom},Tn.zoom.set=function(t){var e=Math.min(Math.max(t,this.minZoom),this.maxZoom);this._zoom!==e&&(this._unmodified=!1,this._zoom=e,this.scale=this.zoomScale(e),this.tileZoom=Math.floor(e),this.zoomFraction=e-this.tileZoom,this._constrain(),this._calcMatrices())},Tn.center.get=function(){return this._center},Tn.center.set=function(t){t.lat===this._center.lat&&t.lng===this._center.lng||(this._unmodified=!1,this._center=t,this._constrain(),this._calcMatrices())},Tn.padding.get=function(){return this._edgeInsets.toJSON()},Tn.padding.set=function(t){this._edgeInsets.equals(t)||(this._unmodified=!1,this._edgeInsets.interpolate(this._edgeInsets,t,1),this._calcMatrices())},Tn.centerPoint.get=function(){return this._edgeInsets.getCenter(this.width,this.height)},wn.prototype.isPaddingEqual=function(t){return this._edgeInsets.equals(t)},wn.prototype.interpolatePadding=function(t,e,r){this._unmodified=!1,this._edgeInsets.interpolate(t,e,r),this._constrain(),this._calcMatrices()},wn.prototype.coveringZoomLevel=function(t){var e=(t.roundZoom?Math.round:Math.floor)(this.zoom+this.scaleZoom(this.tileSize/t.tileSize));return Math.max(0,e)},wn.prototype.getVisibleUnwrappedCoordinates=function(e){var r=[new t.UnwrappedTileID(0,e)];if(this._renderWorldCopies)for(var n=this.pointCoordinate(new t.Point(0,0)),a=this.pointCoordinate(new t.Point(this.width,0)),i=this.pointCoordinate(new t.Point(this.width,this.height)),o=this.pointCoordinate(new t.Point(0,this.height)),s=Math.floor(Math.min(n.x,a.x,i.x,o.x)),l=Math.floor(Math.max(n.x,a.x,i.x,o.x)),c=s-1;c<=l+1;c++)0!==c&&r.push(new t.UnwrappedTileID(c,e));return r},wn.prototype.coveringTiles=function(e){var r=this.coveringZoomLevel(e),n=r;if(void 0!==e.minzoom&&r<e.minzoom)return[];void 0!==e.maxzoom&&r>e.maxzoom&&(r=e.maxzoom);var a=t.MercatorCoordinate.fromLngLat(this.center),i=Math.pow(2,r),o=[i*a.x,i*a.y,0],s=xn.fromInvProjectionMatrix(this.invProjMatrix,this.worldSize,r),l=e.minzoom||0;this.pitch<=60&&this._edgeInsets.top<.1&&(l=r);var c=function(t){return{aabb:new bn([t*i,0,0],[(t+1)*i,i,0]),zoom:0,x:0,y:0,wrap:t,fullyVisible:!1}},u=[],h=[],f=r,p=e.reparseOverscaled?n:r;if(this._renderWorldCopies)for(var d=1;d<=3;d++)u.push(c(-d)),u.push(c(d));for(u.push(c(0));u.length>0;){var g=u.pop(),m=g.x,v=g.y,y=g.fullyVisible;if(!y){var x=g.aabb.intersects(s);if(0===x)continue;y=2===x}var b=g.aabb.distanceX(o),_=g.aabb.distanceY(o),w=Math.max(Math.abs(b),Math.abs(_));if(g.zoom===f||w>3+(1<<f-g.zoom)-2&&g.zoom>=l)h.push({tileID:new t.OverscaledTileID(g.zoom===f?p:g.zoom,g.wrap,g.zoom,m,v),distanceSq:t.sqrLen([o[0]-.5-m,o[1]-.5-v])});else for(var T=0;T<4;T++){var k=(m<<1)+T%2,M=(v<<1)+(T>>1);u.push({aabb:g.aabb.quadrant(T),zoom:g.zoom+1,x:k,y:M,wrap:g.wrap,fullyVisible:y})}}return h.sort((function(t,e){return t.distanceSq-e.distanceSq})).map((function(t){return t.tileID}))},wn.prototype.resize=function(t,e){this.width=t,this.height=e,this.pixelsToGLUnits=[2/t,-2/e],this._constrain(),this._calcMatrices()},Tn.unmodified.get=function(){return this._unmodified},wn.prototype.zoomScale=function(t){return Math.pow(2,t)},wn.prototype.scaleZoom=function(t){return Math.log(t)/Math.LN2},wn.prototype.project=function(e){var r=t.clamp(e.lat,-this.maxValidLatitude,this.maxValidLatitude);return new t.Point(t.mercatorXfromLng(e.lng)*this.worldSize,t.mercatorYfromLat(r)*this.worldSize)},wn.prototype.unproject=function(e){return new t.MercatorCoordinate(e.x/this.worldSize,e.y/this.worldSize).toLngLat()},Tn.point.get=function(){return this.project(this.center)},wn.prototype.setLocationAtPoint=function(e,r){var n=this.pointCoordinate(r),a=this.pointCoordinate(this.centerPoint),i=this.locationCoordinate(e),o=new t.MercatorCoordinate(i.x-(n.x-a.x),i.y-(n.y-a.y));this.center=this.coordinateLocation(o),this._renderWorldCopies&&(this.center=this.center.wrap())},wn.prototype.locationPoint=function(t){return this.coordinatePoint(this.locationCoordinate(t))},wn.prototype.pointLocation=function(t){return this.coordinateLocation(this.pointCoordinate(t))},wn.prototype.locationCoordinate=function(e){return t.MercatorCoordinate.fromLngLat(e)},wn.prototype.coordinateLocation=function(t){return t.toLngLat()},wn.prototype.pointCoordinate=function(e){var r=[e.x,e.y,0,1],n=[e.x,e.y,1,1];t.transformMat4(r,r,this.pixelMatrixInverse),t.transformMat4(n,n,this.pixelMatrixInverse);var a=r[3],i=n[3],o=r[1]/a,s=n[1]/i,l=r[2]/a,c=n[2]/i,u=l===c?0:(0-l)/(c-l);return new t.MercatorCoordinate(t.number(r[0]/a,n[0]/i,u)/this.worldSize,t.number(o,s,u)/this.worldSize)},wn.prototype.coordinatePoint=function(e){var r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix),new t.Point(r[0]/r[3],r[1]/r[3])},wn.prototype.getBounds=function(){return(new t.LngLatBounds).extend(this.pointLocation(new t.Point(0,0))).extend(this.pointLocation(new t.Point(this.width,0))).extend(this.pointLocation(new t.Point(this.width,this.height))).extend(this.pointLocation(new t.Point(0,this.height)))},wn.prototype.getMaxBounds=function(){return this.latRange&&2===this.latRange.length&&this.lngRange&&2===this.lngRange.length?new t.LngLatBounds([this.lngRange[0],this.latRange[0]],[this.lngRange[1],this.latRange[1]]):null},wn.prototype.setMaxBounds=function(t){t?(this.lngRange=[t.getWest(),t.getEast()],this.latRange=[t.getSouth(),t.getNorth()],this._constrain()):(this.lngRange=null,this.latRange=[-this.maxValidLatitude,this.maxValidLatitude])},wn.prototype.calculatePosMatrix=function(e,r){void 0===r&&(r=!1);var n=e.key,a=r?this._alignedPosMatrixCache:this._posMatrixCache;if(a[n])return a[n];var i=e.canonical,o=this.worldSize/this.zoomScale(i.z),s=i.x+Math.pow(2,i.z)*e.wrap,l=t.identity(new Float64Array(16));return t.translate(l,l,[s*o,i.y*o,0]),t.scale(l,l,[o/t.EXTENT,o/t.EXTENT,1]),t.multiply(l,r?this.alignedProjMatrix:this.projMatrix,l),a[n]=new Float32Array(l),a[n]},wn.prototype.customLayerMatrix=function(){return this.mercatorMatrix.slice()},wn.prototype._constrain=function(){if(this.center&&this.width&&this.height&&!this._constraining){this._constraining=!0;var e,r,n,a,i=-90,o=90,s=-180,l=180,c=this.size,u=this._unmodified;if(this.latRange){var h=this.latRange;i=t.mercatorYfromLat(h[1])*this.worldSize,e=(o=t.mercatorYfromLat(h[0])*this.worldSize)-i<c.y?c.y/(o-i):0}if(this.lngRange){var f=this.lngRange;s=t.mercatorXfromLng(f[0])*this.worldSize,r=(l=t.mercatorXfromLng(f[1])*this.worldSize)-s<c.x?c.x/(l-s):0}var p=this.point,d=Math.max(r||0,e||0);if(d)return this.center=this.unproject(new t.Point(r?(l+s)/2:p.x,e?(o+i)/2:p.y)),this.zoom+=this.scaleZoom(d),this._unmodified=u,void(this._constraining=!1);if(this.latRange){var g=p.y,m=c.y/2;g-m<i&&(a=i+m),g+m>o&&(a=o-m)}if(this.lngRange){var v=p.x,y=c.x/2;v-y<s&&(n=s+y),v+y>l&&(n=l-y)}void 0===n&&void 0===a||(this.center=this.unproject(new t.Point(void 0!==n?n:p.x,void 0!==a?a:p.y))),this._unmodified=u,this._constraining=!1}},wn.prototype._calcMatrices=function(){if(this.height){var e=this.centerOffset;this.cameraToCenterDistance=.5/Math.tan(this._fov/2)*this.height;var r=Math.PI/2+this._pitch,n=this._fov*(.5+e.y/this.height),a=Math.sin(n)*this.cameraToCenterDistance/Math.sin(t.clamp(Math.PI-r-n,.01,Math.PI-.01)),i=this.point,o=i.x,s=i.y,l=1.01*(Math.cos(Math.PI/2-this._pitch)*a+this.cameraToCenterDistance),c=this.height/50,u=new Float64Array(16);t.perspective(u,this._fov,this.width/this.height,c,l),u[8]=2*-e.x/this.width,u[9]=2*e.y/this.height,t.scale(u,u,[1,-1,1]),t.translate(u,u,[0,0,-this.cameraToCenterDistance]),t.rotateX(u,u,this._pitch),t.rotateZ(u,u,this.angle),t.translate(u,u,[-o,-s,0]),this.mercatorMatrix=t.scale([],u,[this.worldSize,this.worldSize,this.worldSize]),t.scale(u,u,[1,1,t.mercatorZfromAltitude(1,this.center.lat)*this.worldSize,1]),this.projMatrix=u,this.invProjMatrix=t.invert([],this.projMatrix);var h=this.width%2/2,f=this.height%2/2,p=Math.cos(this.angle),d=Math.sin(this.angle),g=o-Math.round(o)+p*h+d*f,m=s-Math.round(s)+p*f+d*h,v=new Float64Array(u);if(t.translate(v,v,[g>.5?g-1:g,m>.5?m-1:m,0]),this.alignedProjMatrix=v,u=t.create(),t.scale(u,u,[this.width/2,-this.height/2,1]),t.translate(u,u,[1,-1,0]),this.labelPlaneMatrix=u,u=t.create(),t.scale(u,u,[1,-1,1]),t.translate(u,u,[-1,-1,0]),t.scale(u,u,[2/this.width,2/this.height,1]),this.glCoordMatrix=u,this.pixelMatrix=t.multiply(new Float64Array(16),this.labelPlaneMatrix,this.projMatrix),!(u=t.invert(new Float64Array(16),this.pixelMatrix)))throw new Error(\"failed to invert matrix\");this.pixelMatrixInverse=u,this._posMatrixCache={},this._alignedPosMatrixCache={}}},wn.prototype.maxPitchScaleFactor=function(){if(!this.pixelMatrixInverse)return 1;var e=this.pointCoordinate(new t.Point(0,0)),r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix)[3]/this.cameraToCenterDistance},wn.prototype.getCameraPoint=function(){var e=Math.tan(this._pitch)*(this.cameraToCenterDistance||1);return this.centerPoint.add(new t.Point(0,e))},wn.prototype.getCameraQueryGeometry=function(e){var r=this.getCameraPoint();if(1===e.length)return[e[0],r];for(var n=r.x,a=r.y,i=r.x,o=r.y,s=0,l=e;s<l.length;s+=1){var c=l[s];n=Math.min(n,c.x),a=Math.min(a,c.y),i=Math.max(i,c.x),o=Math.max(o,c.y)}return[new t.Point(n,a),new t.Point(i,a),new t.Point(i,o),new t.Point(n,o),new t.Point(n,a)]},Object.defineProperties(wn.prototype,Tn);var kn=function(e){var r,n,a,i;this._hashName=e&&encodeURIComponent(e),t.bindAll([\"_getCurrentHash\",\"_onHashChange\",\"_updateHash\"],this),this._updateHash=(r=this._updateHashUnthrottled.bind(this),n=!1,a=null,i=function(){a=null,n&&(r(),a=setTimeout(i,300),n=!1)},function(){return n=!0,a||i(),a})};kn.prototype.addTo=function(e){return this._map=e,t.window.addEventListener(\"hashchange\",this._onHashChange,!1),this._map.on(\"moveend\",this._updateHash),this},kn.prototype.remove=function(){return t.window.removeEventListener(\"hashchange\",this._onHashChange,!1),this._map.off(\"moveend\",this._updateHash),clearTimeout(this._updateHash()),delete this._map,this},kn.prototype.getHashString=function(e){var r=this._map.getCenter(),n=Math.round(100*this._map.getZoom())/100,a=Math.ceil((n*Math.LN2+Math.log(512/360/.5))/Math.LN10),i=Math.pow(10,a),o=Math.round(r.lng*i)/i,s=Math.round(r.lat*i)/i,l=this._map.getBearing(),c=this._map.getPitch(),u=\"\";if(u+=e?\"/\"+o+\"/\"+s+\"/\"+n:n+\"/\"+s+\"/\"+o,(l||c)&&(u+=\"/\"+Math.round(10*l)/10),c&&(u+=\"/\"+Math.round(c)),this._hashName){var h=this._hashName,f=!1,p=t.window.location.hash.slice(1).split(\"&\").map((function(t){var e=t.split(\"=\")[0];return e===h?(f=!0,e+\"=\"+u):t})).filter((function(t){return t}));return f||p.push(h+\"=\"+u),\"#\"+p.join(\"&\")}return\"#\"+u},kn.prototype._getCurrentHash=function(){var e,r=this,n=t.window.location.hash.replace(\"#\",\"\");return this._hashName?(n.split(\"&\").map((function(t){return t.split(\"=\")})).forEach((function(t){t[0]===r._hashName&&(e=t)})),(e&&e[1]||\"\").split(\"/\")):n.split(\"/\")},kn.prototype._onHashChange=function(){var t=this._getCurrentHash();if(t.length>=3&&!t.some((function(t){return isNaN(t)}))){var e=this._map.dragRotate.isEnabled()&&this._map.touchZoomRotate.isEnabled()?+(t[3]||0):this._map.getBearing();return this._map.jumpTo({center:[+t[2],+t[1]],zoom:+t[0],bearing:e,pitch:+(t[4]||0)}),!0}return!1},kn.prototype._updateHashUnthrottled=function(){var e=this.getHashString();try{t.window.history.replaceState(t.window.history.state,\"\",e)}catch(t){}};var Mn={linearity:.3,easing:t.bezier(0,0,.3,1)},An=t.extend({deceleration:2500,maxSpeed:1400},Mn),Sn=t.extend({deceleration:20,maxSpeed:1400},Mn),En=t.extend({deceleration:1e3,maxSpeed:360},Mn),Cn=t.extend({deceleration:1e3,maxSpeed:90},Mn),Ln=function(t){this._map=t,this.clear()};function Pn(t,e){(!t.duration||t.duration<e.duration)&&(t.duration=e.duration,t.easing=e.easing)}function In(e,r,n){var a=n.maxSpeed,i=n.linearity,o=n.deceleration,s=t.clamp(e*i/(r/1e3),-a,a),l=Math.abs(s)/(o*i);return{easing:n.easing,duration:1e3*l,amount:s*(l/2)}}Ln.prototype.clear=function(){this._inertiaBuffer=[]},Ln.prototype.record=function(e){this._drainInertiaBuffer(),this._inertiaBuffer.push({time:t.browser.now(),settings:e})},Ln.prototype._drainInertiaBuffer=function(){for(var e=this._inertiaBuffer,r=t.browser.now();e.length>0&&r-e[0].time>160;)e.shift()},Ln.prototype._onMoveEnd=function(e){if(this._drainInertiaBuffer(),!(this._inertiaBuffer.length<2)){for(var r={zoom:0,bearing:0,pitch:0,pan:new t.Point(0,0),pinchAround:void 0,around:void 0},n=0,a=this._inertiaBuffer;n<a.length;n+=1){var i=a[n].settings;r.zoom+=i.zoomDelta||0,r.bearing+=i.bearingDelta||0,r.pitch+=i.pitchDelta||0,i.panDelta&&r.pan._add(i.panDelta),i.around&&(r.around=i.around),i.pinchAround&&(r.pinchAround=i.pinchAround)}var o=this._inertiaBuffer[this._inertiaBuffer.length-1].time-this._inertiaBuffer[0].time,s={};if(r.pan.mag()){var l=In(r.pan.mag(),o,t.extend({},An,e||{}));s.offset=r.pan.mult(l.amount/r.pan.mag()),s.center=this._map.transform.center,Pn(s,l)}if(r.zoom){var c=In(r.zoom,o,Sn);s.zoom=this._map.transform.zoom+c.amount,Pn(s,c)}if(r.bearing){var u=In(r.bearing,o,En);s.bearing=this._map.transform.bearing+t.clamp(u.amount,-179,179),Pn(s,u)}if(r.pitch){var h=In(r.pitch,o,Cn);s.pitch=this._map.transform.pitch+h.amount,Pn(s,h)}if(s.zoom||s.bearing){var f=void 0===r.pinchAround?r.around:r.pinchAround;s.around=f?this._map.unproject(f):this._map.getCenter()}return this.clear(),t.extend(s,{noMoveStart:!0})}};var zn=function(e){function n(n,a,i,o){void 0===o&&(o={});var s=r.mousePos(a.getCanvasContainer(),i),l=a.unproject(s);e.call(this,n,t.extend({point:s,lngLat:l,originalEvent:i},o)),this._defaultPrevented=!1,this.target=a}e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n;var a={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},a.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,a),n}(t.Event),On=function(e){function n(n,a,i){var o=\"touchend\"===n?i.changedTouches:i.touches,s=r.touchPos(a.getCanvasContainer(),o),l=s.map((function(t){return a.unproject(t)})),c=s.reduce((function(t,e,r,n){return t.add(e.div(n.length))}),new t.Point(0,0)),u=a.unproject(c);e.call(this,n,{points:s,point:c,lngLats:l,lngLat:u,originalEvent:i}),this._defaultPrevented=!1}e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n;var a={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},a.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,a),n}(t.Event),Dn=function(t){function e(e,r,n){t.call(this,e,{originalEvent:n}),this._defaultPrevented=!1}t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e;var r={defaultPrevented:{configurable:!0}};return e.prototype.preventDefault=function(){this._defaultPrevented=!0},r.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(e.prototype,r),e}(t.Event),Rn=function(t,e){this._map=t,this._clickTolerance=e.clickTolerance};Rn.prototype.reset=function(){delete this._mousedownPos},Rn.prototype.wheel=function(t){return this._firePreventable(new Dn(t.type,this._map,t))},Rn.prototype.mousedown=function(t,e){return this._mousedownPos=e,this._firePreventable(new zn(t.type,this._map,t))},Rn.prototype.mouseup=function(t){this._map.fire(new zn(t.type,this._map,t))},Rn.prototype.click=function(t,e){this._mousedownPos&&this._mousedownPos.dist(e)>=this._clickTolerance||this._map.fire(new zn(t.type,this._map,t))},Rn.prototype.dblclick=function(t){return this._firePreventable(new zn(t.type,this._map,t))},Rn.prototype.mouseover=function(t){this._map.fire(new zn(t.type,this._map,t))},Rn.prototype.mouseout=function(t){this._map.fire(new zn(t.type,this._map,t))},Rn.prototype.touchstart=function(t){return this._firePreventable(new On(t.type,this._map,t))},Rn.prototype.touchend=function(t){this._map.fire(new On(t.type,this._map,t))},Rn.prototype.touchcancel=function(t){this._map.fire(new On(t.type,this._map,t))},Rn.prototype._firePreventable=function(t){if(this._map.fire(t),t.defaultPrevented)return{}},Rn.prototype.isEnabled=function(){return!0},Rn.prototype.isActive=function(){return!1},Rn.prototype.enable=function(){},Rn.prototype.disable=function(){};var Fn=function(t){this._map=t};Fn.prototype.reset=function(){this._delayContextMenu=!1,delete this._contextMenuEvent},Fn.prototype.mousemove=function(t){this._map.fire(new zn(t.type,this._map,t))},Fn.prototype.touchmove=function(t){this._map.fire(new On(t.type,this._map,t))},Fn.prototype.mousedown=function(){this._delayContextMenu=!0},Fn.prototype.mouseup=function(){this._delayContextMenu=!1,this._contextMenuEvent&&(this._map.fire(new zn(\"contextmenu\",this._map,this._contextMenuEvent)),delete this._contextMenuEvent)},Fn.prototype.contextmenu=function(t){this._delayContextMenu?this._contextMenuEvent=t:this._map.fire(new zn(t.type,this._map,t)),this._map.listens(\"contextmenu\")&&t.preventDefault()},Fn.prototype.isEnabled=function(){return!0},Fn.prototype.isActive=function(){return!1},Fn.prototype.enable=function(){},Fn.prototype.disable=function(){};var Bn=function(t,e){this._map=t,this._el=t.getCanvasContainer(),this._container=t.getContainer(),this._clickTolerance=e.clickTolerance||1};function Nn(t,e){for(var r={},n=0;n<t.length;n++)r[t[n].identifier]=e[n];return r}Bn.prototype.isEnabled=function(){return!!this._enabled},Bn.prototype.isActive=function(){return!!this._active},Bn.prototype.enable=function(){this.isEnabled()||(this._enabled=!0)},Bn.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},Bn.prototype.mousedown=function(t,e){this.isEnabled()&&t.shiftKey&&0===t.button&&(r.disableDrag(),this._startPos=this._lastPos=e,this._active=!0)},Bn.prototype.mousemoveWindow=function(t,e){if(this._active){var n=e;if(!(this._lastPos.equals(n)||!this._box&&n.dist(this._startPos)<this._clickTolerance)){var a=this._startPos;this._lastPos=n,this._box||(this._box=r.create(\"div\",\"mapboxgl-boxzoom\",this._container),this._container.classList.add(\"mapboxgl-crosshair\"),this._fireEvent(\"boxzoomstart\",t));var i=Math.min(a.x,n.x),o=Math.max(a.x,n.x),s=Math.min(a.y,n.y),l=Math.max(a.y,n.y);r.setTransform(this._box,\"translate(\"+i+\"px,\"+s+\"px)\"),this._box.style.width=o-i+\"px\",this._box.style.height=l-s+\"px\"}}},Bn.prototype.mouseupWindow=function(e,n){var a=this;if(this._active&&0===e.button){var i=this._startPos,o=n;if(this.reset(),r.suppressClick(),i.x!==o.x||i.y!==o.y)return this._map.fire(new t.Event(\"boxzoomend\",{originalEvent:e})),{cameraAnimation:function(t){return t.fitScreenCoordinates(i,o,a._map.getBearing(),{linear:!0})}};this._fireEvent(\"boxzoomcancel\",e)}},Bn.prototype.keydown=function(t){this._active&&27===t.keyCode&&(this.reset(),this._fireEvent(\"boxzoomcancel\",t))},Bn.prototype.reset=function(){this._active=!1,this._container.classList.remove(\"mapboxgl-crosshair\"),this._box&&(r.remove(this._box),this._box=null),r.enableDrag(),delete this._startPos,delete this._lastPos},Bn.prototype._fireEvent=function(e,r){return this._map.fire(new t.Event(e,{originalEvent:r}))};var jn=function(t){this.reset(),this.numTouches=t.numTouches};jn.prototype.reset=function(){delete this.centroid,delete this.startTime,delete this.touches,this.aborted=!1},jn.prototype.touchstart=function(e,r){(this.centroid||e.targetTouches.length>this.numTouches)&&(this.aborted=!0),this.aborted||(void 0===this.startTime&&(this.startTime=e.timeStamp),e.targetTouches.length===this.numTouches&&(this.centroid=function(e){for(var r=new t.Point(0,0),n=0,a=e;n<a.length;n+=1)r._add(a[n]);return r.div(e.length)}(r),this.touches=Nn(e.targetTouches,r)))},jn.prototype.touchmove=function(t,e){if(!this.aborted&&this.centroid){var r=Nn(t.targetTouches,e);for(var n in this.touches){var a=r[n];(!a||a.dist(this.touches[n])>30)&&(this.aborted=!0)}}},jn.prototype.touchend=function(t){if((!this.centroid||t.timeStamp-this.startTime>500)&&(this.aborted=!0),0===t.targetTouches.length){var e=!this.aborted&&this.centroid;if(this.reset(),e)return e}};var Un=function(t){this.singleTap=new jn(t),this.numTaps=t.numTaps,this.reset()};Un.prototype.reset=function(){this.lastTime=1/0,delete this.lastTap,this.count=0,this.singleTap.reset()},Un.prototype.touchstart=function(t,e){this.singleTap.touchstart(t,e)},Un.prototype.touchmove=function(t,e){this.singleTap.touchmove(t,e)},Un.prototype.touchend=function(t){var e=this.singleTap.touchend(t);if(e){var r=t.timeStamp-this.lastTime<500,n=!this.lastTap||this.lastTap.dist(e)<30;if(r&&n||this.reset(),this.count++,this.lastTime=t.timeStamp,this.lastTap=e,this.count===this.numTaps)return this.reset(),e}};var Vn=function(){this._zoomIn=new Un({numTouches:1,numTaps:2}),this._zoomOut=new Un({numTouches:2,numTaps:1}),this.reset()};Vn.prototype.reset=function(){this._active=!1,this._zoomIn.reset(),this._zoomOut.reset()},Vn.prototype.touchstart=function(t,e){this._zoomIn.touchstart(t,e),this._zoomOut.touchstart(t,e)},Vn.prototype.touchmove=function(t,e){this._zoomIn.touchmove(t,e),this._zoomOut.touchmove(t,e)},Vn.prototype.touchend=function(t){var e=this,r=this._zoomIn.touchend(t),n=this._zoomOut.touchend(t);return r?(this._active=!0,t.preventDefault(),setTimeout((function(){return e.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()+1,around:e.unproject(r)},{originalEvent:t})}}):n?(this._active=!0,t.preventDefault(),setTimeout((function(){return e.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()-1,around:e.unproject(n)},{originalEvent:t})}}):void 0},Vn.prototype.touchcancel=function(){this.reset()},Vn.prototype.enable=function(){this._enabled=!0},Vn.prototype.disable=function(){this._enabled=!1,this.reset()},Vn.prototype.isEnabled=function(){return this._enabled},Vn.prototype.isActive=function(){return this._active};var qn=function(t){this.reset(),this._clickTolerance=t.clickTolerance||1};qn.prototype.reset=function(){this._active=!1,this._moved=!1,delete this._lastPoint,delete this._eventButton},qn.prototype._correctButton=function(t,e){return!1},qn.prototype._move=function(t,e){return{}},qn.prototype.mousedown=function(t,e){if(!this._lastPoint){var n=r.mouseButton(t);this._correctButton(t,n)&&(this._lastPoint=e,this._eventButton=n)}},qn.prototype.mousemoveWindow=function(t,e){var r=this._lastPoint;if(r&&(t.preventDefault(),this._moved||!(e.dist(r)<this._clickTolerance)))return this._moved=!0,this._lastPoint=e,this._move(r,e)},qn.prototype.mouseupWindow=function(t){r.mouseButton(t)===this._eventButton&&(this._moved&&r.suppressClick(),this.reset())},qn.prototype.enable=function(){this._enabled=!0},qn.prototype.disable=function(){this._enabled=!1,this.reset()},qn.prototype.isEnabled=function(){return this._enabled},qn.prototype.isActive=function(){return this._active};var Hn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.mousedown=function(e,r){t.prototype.mousedown.call(this,e,r),this._lastPoint&&(this._active=!0)},e.prototype._correctButton=function(t,e){return 0===e&&!t.ctrlKey},e.prototype._move=function(t,e){return{around:e,panDelta:e.sub(t)}},e}(qn),Gn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=.8*(e.x-t.x);if(r)return this._active=!0,{bearingDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(qn),Yn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=-.5*(e.y-t.y);if(r)return this._active=!0,{pitchDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(qn),Wn=function(t){this._minTouches=1,this._clickTolerance=t.clickTolerance||1,this.reset()};Wn.prototype.reset=function(){this._active=!1,this._touches={},this._sum=new t.Point(0,0)},Wn.prototype.touchstart=function(t,e){return this._calculateTransform(t,e)},Wn.prototype.touchmove=function(t,e){if(this._active)return t.preventDefault(),this._calculateTransform(t,e)},Wn.prototype.touchend=function(t,e){this._calculateTransform(t,e),this._active&&t.targetTouches.length<this._minTouches&&this.reset()},Wn.prototype.touchcancel=function(){this.reset()},Wn.prototype._calculateTransform=function(e,r){e.targetTouches.length>0&&(this._active=!0);var n=Nn(e.targetTouches,r),a=new t.Point(0,0),i=new t.Point(0,0),o=0;for(var s in n){var l=n[s],c=this._touches[s];c&&(a._add(l),i._add(l.sub(c)),o++,n[s]=l)}if(this._touches=n,!(o<this._minTouches)&&i.mag()){var u=i.div(o);if(this._sum._add(u),!(this._sum.mag()<this._clickTolerance))return{around:a.div(o),panDelta:u}}},Wn.prototype.enable=function(){this._enabled=!0},Wn.prototype.disable=function(){this._enabled=!1,this.reset()},Wn.prototype.isEnabled=function(){return this._enabled},Wn.prototype.isActive=function(){return this._active};var Zn=function(){this.reset()};function Xn(t,e,r){for(var n=0;n<t.targetTouches.length;n++)if(t.targetTouches[n].identifier===r)return e[n]}function Jn(t,e){return Math.log(t/e)/Math.LN2}Zn.prototype.reset=function(){this._active=!1,delete this._firstTwoTouches},Zn.prototype._start=function(t){},Zn.prototype._move=function(t,e,r){return{}},Zn.prototype.touchstart=function(t,e){this._firstTwoTouches||t.targetTouches.length<2||(this._firstTwoTouches=[t.targetTouches[0].identifier,t.targetTouches[1].identifier],this._start([e[0],e[1]]))},Zn.prototype.touchmove=function(t,e){if(this._firstTwoTouches){t.preventDefault();var r=this._firstTwoTouches,n=r[1],a=Xn(t,e,r[0]),i=Xn(t,e,n);if(a&&i){var o=this._aroundCenter?null:a.add(i).div(2);return this._move([a,i],o,t)}}},Zn.prototype.touchend=function(t,e){if(this._firstTwoTouches){var n=this._firstTwoTouches,a=n[1],i=Xn(t,e,n[0]),o=Xn(t,e,a);i&&o||(this._active&&r.suppressClick(),this.reset())}},Zn.prototype.touchcancel=function(){this.reset()},Zn.prototype.enable=function(t){this._enabled=!0,this._aroundCenter=!!t&&\"center\"===t.around},Zn.prototype.disable=function(){this._enabled=!1,this.reset()},Zn.prototype.isEnabled=function(){return this._enabled},Zn.prototype.isActive=function(){return this._active};var Kn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._distance,delete this._startDistance},e.prototype._start=function(t){this._startDistance=this._distance=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._distance;if(this._distance=t[0].dist(t[1]),this._active||!(Math.abs(Jn(this._distance,this._startDistance))<.1))return this._active=!0,{zoomDelta:Jn(this._distance,r),pinchAround:e}},e}(Zn);function Qn(t,e){return 180*t.angleWith(e)/Math.PI}var $n=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._minDiameter,delete this._startVector,delete this._vector},e.prototype._start=function(t){this._startVector=this._vector=t[0].sub(t[1]),this._minDiameter=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._vector;if(this._vector=t[0].sub(t[1]),this._active||!this._isBelowThreshold(this._vector))return this._active=!0,{bearingDelta:Qn(this._vector,r),pinchAround:e}},e.prototype._isBelowThreshold=function(t){this._minDiameter=Math.min(this._minDiameter,t.mag());var e=25/(Math.PI*this._minDiameter)*360,r=Qn(t,this._startVector);return Math.abs(r)<e},e}(Zn);function ta(t){return Math.abs(t.y)>Math.abs(t.x)}var ea=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),this._valid=void 0,delete this._firstMove,delete this._lastPoints},e.prototype._start=function(t){this._lastPoints=t,ta(t[0].sub(t[1]))&&(this._valid=!1)},e.prototype._move=function(t,e,r){var n=t[0].sub(this._lastPoints[0]),a=t[1].sub(this._lastPoints[1]);if(this._valid=this.gestureBeginsVertically(n,a,r.timeStamp),this._valid)return this._lastPoints=t,this._active=!0,{pitchDelta:(n.y+a.y)/2*-.5}},e.prototype.gestureBeginsVertically=function(t,e,r){if(void 0!==this._valid)return this._valid;var n=t.mag()>=2,a=e.mag()>=2;if(n||a){if(!n||!a)return void 0===this._firstMove&&(this._firstMove=r),r-this._firstMove<100&&void 0;var i=t.y>0==e.y>0;return ta(t)&&ta(e)&&i}},e}(Zn),ra={panStep:100,bearingStep:15,pitchStep:10},na=function(){var t=ra;this._panStep=t.panStep,this._bearingStep=t.bearingStep,this._pitchStep=t.pitchStep};function aa(t){return t*(2-t)}na.prototype.reset=function(){this._active=!1},na.prototype.keydown=function(t){var e=this;if(!(t.altKey||t.ctrlKey||t.metaKey)){var r=0,n=0,a=0,i=0,o=0;switch(t.keyCode){case 61:case 107:case 171:case 187:r=1;break;case 189:case 109:case 173:r=-1;break;case 37:t.shiftKey?n=-1:(t.preventDefault(),i=-1);break;case 39:t.shiftKey?n=1:(t.preventDefault(),i=1);break;case 38:t.shiftKey?a=1:(t.preventDefault(),o=-1);break;case 40:t.shiftKey?a=-1:(t.preventDefault(),o=1);break;default:return}return{cameraAnimation:function(s){var l=s.getZoom();s.easeTo({duration:300,easeId:\"keyboardHandler\",easing:aa,zoom:r?Math.round(l)+r*(t.shiftKey?2:1):l,bearing:s.getBearing()+n*e._bearingStep,pitch:s.getPitch()+a*e._pitchStep,offset:[-i*e._panStep,-o*e._panStep],center:s.getCenter()},{originalEvent:t})}}}},na.prototype.enable=function(){this._enabled=!0},na.prototype.disable=function(){this._enabled=!1,this.reset()},na.prototype.isEnabled=function(){return this._enabled},na.prototype.isActive=function(){return this._active};var ia=function(e,r){this._map=e,this._el=e.getCanvasContainer(),this._handler=r,this._delta=0,this._defaultZoomRate=.01,this._wheelZoomRate=1/450,t.bindAll([\"_onWheel\",\"_onTimeout\",\"_onScrollFrame\",\"_onScrollFinished\"],this)};ia.prototype.setZoomRate=function(t){this._defaultZoomRate=t},ia.prototype.setWheelZoomRate=function(t){this._wheelZoomRate=t},ia.prototype.isEnabled=function(){return!!this._enabled},ia.prototype.isActive=function(){return!!this._active||void 0!==this._finishTimeout},ia.prototype.isZooming=function(){return!!this._zooming},ia.prototype.enable=function(t){this.isEnabled()||(this._enabled=!0,this._aroundCenter=t&&\"center\"===t.around)},ia.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},ia.prototype.wheel=function(e){if(this.isEnabled()){var r=e.deltaMode===t.window.WheelEvent.DOM_DELTA_LINE?40*e.deltaY:e.deltaY,n=t.browser.now(),a=n-(this._lastWheelEventTime||0);this._lastWheelEventTime=n,0!==r&&r%4.000244140625==0?this._type=\"wheel\":0!==r&&Math.abs(r)<4?this._type=\"trackpad\":a>400?(this._type=null,this._lastValue=r,this._timeout=setTimeout(this._onTimeout,40,e)):this._type||(this._type=Math.abs(a*r)<200?\"trackpad\":\"wheel\",this._timeout&&(clearTimeout(this._timeout),this._timeout=null,r+=this._lastValue)),e.shiftKey&&r&&(r/=4),this._type&&(this._lastWheelEvent=e,this._delta-=r,this._active||this._start(e)),e.preventDefault()}},ia.prototype._onTimeout=function(t){this._type=\"wheel\",this._delta-=this._lastValue,this._active||this._start(t)},ia.prototype._start=function(e){if(this._delta){this._frameId&&(this._frameId=null),this._active=!0,this.isZooming()||(this._zooming=!0),this._finishTimeout&&(clearTimeout(this._finishTimeout),delete this._finishTimeout);var n=r.mousePos(this._el,e);this._around=t.LngLat.convert(this._aroundCenter?this._map.getCenter():this._map.unproject(n)),this._aroundPoint=this._map.transform.locationPoint(this._around),this._frameId||(this._frameId=!0,this._handler._triggerRenderFrame())}},ia.prototype.renderFrame=function(){return this._onScrollFrame()},ia.prototype._onScrollFrame=function(){var e=this;if(this._frameId&&(this._frameId=null,this.isActive())){var r=this._map.transform;if(0!==this._delta){var n=\"wheel\"===this._type&&Math.abs(this._delta)>4.000244140625?this._wheelZoomRate:this._defaultZoomRate,a=2/(1+Math.exp(-Math.abs(this._delta*n)));this._delta<0&&0!==a&&(a=1/a);var i=\"number\"==typeof this._targetZoom?r.zoomScale(this._targetZoom):r.scale;this._targetZoom=Math.min(r.maxZoom,Math.max(r.minZoom,r.scaleZoom(i*a))),\"wheel\"===this._type&&(this._startZoom=r.zoom,this._easing=this._smoothOutEasing(200)),this._delta=0}var o,s=\"number\"==typeof this._targetZoom?this._targetZoom:r.zoom,l=this._startZoom,c=this._easing,u=!1;if(\"wheel\"===this._type&&l&&c){var h=Math.min((t.browser.now()-this._lastWheelEventTime)/200,1),f=c(h);o=t.number(l,s,f),h<1?this._frameId||(this._frameId=!0):u=!0}else o=s,u=!0;return this._active=!0,u&&(this._active=!1,this._finishTimeout=setTimeout((function(){e._zooming=!1,e._handler._triggerRenderFrame(),delete e._targetZoom,delete e._finishTimeout}),200)),{noInertia:!0,needsRenderFrame:!u,zoomDelta:o-r.zoom,around:this._aroundPoint,originalEvent:this._lastWheelEvent}}},ia.prototype._smoothOutEasing=function(e){var r=t.ease;if(this._prevEase){var n=this._prevEase,a=(t.browser.now()-n.start)/n.duration,i=n.easing(a+.01)-n.easing(a),o=.27/Math.sqrt(i*i+1e-4)*.01,s=Math.sqrt(.0729-o*o);r=t.bezier(o,s,.25,1)}return this._prevEase={start:t.browser.now(),duration:e,easing:r},r},ia.prototype.reset=function(){this._active=!1};var oa=function(t,e){this._clickZoom=t,this._tapZoom=e};oa.prototype.enable=function(){this._clickZoom.enable(),this._tapZoom.enable()},oa.prototype.disable=function(){this._clickZoom.disable(),this._tapZoom.disable()},oa.prototype.isEnabled=function(){return this._clickZoom.isEnabled()&&this._tapZoom.isEnabled()},oa.prototype.isActive=function(){return this._clickZoom.isActive()||this._tapZoom.isActive()};var sa=function(){this.reset()};sa.prototype.reset=function(){this._active=!1},sa.prototype.dblclick=function(t,e){return t.preventDefault(),{cameraAnimation:function(r){r.easeTo({duration:300,zoom:r.getZoom()+(t.shiftKey?-1:1),around:r.unproject(e)},{originalEvent:t})}}},sa.prototype.enable=function(){this._enabled=!0},sa.prototype.disable=function(){this._enabled=!1,this.reset()},sa.prototype.isEnabled=function(){return this._enabled},sa.prototype.isActive=function(){return this._active};var la=function(){this._tap=new Un({numTouches:1,numTaps:1}),this.reset()};la.prototype.reset=function(){this._active=!1,delete this._swipePoint,delete this._swipeTouch,delete this._tapTime,this._tap.reset()},la.prototype.touchstart=function(t,e){this._swipePoint||(this._tapTime&&t.timeStamp-this._tapTime>500&&this.reset(),this._tapTime?t.targetTouches.length>0&&(this._swipePoint=e[0],this._swipeTouch=t.targetTouches[0].identifier):this._tap.touchstart(t,e))},la.prototype.touchmove=function(t,e){if(this._tapTime){if(this._swipePoint){if(t.targetTouches[0].identifier!==this._swipeTouch)return;var r=e[0],n=r.y-this._swipePoint.y;return this._swipePoint=r,t.preventDefault(),this._active=!0,{zoomDelta:n/128}}}else this._tap.touchmove(t,e)},la.prototype.touchend=function(t){this._tapTime?this._swipePoint&&0===t.targetTouches.length&&this.reset():this._tap.touchend(t)&&(this._tapTime=t.timeStamp)},la.prototype.touchcancel=function(){this.reset()},la.prototype.enable=function(){this._enabled=!0},la.prototype.disable=function(){this._enabled=!1,this.reset()},la.prototype.isEnabled=function(){return this._enabled},la.prototype.isActive=function(){return this._active};var ca=function(t,e,r){this._el=t,this._mousePan=e,this._touchPan=r};ca.prototype.enable=function(t){this._inertiaOptions=t||{},this._mousePan.enable(),this._touchPan.enable(),this._el.classList.add(\"mapboxgl-touch-drag-pan\")},ca.prototype.disable=function(){this._mousePan.disable(),this._touchPan.disable(),this._el.classList.remove(\"mapboxgl-touch-drag-pan\")},ca.prototype.isEnabled=function(){return this._mousePan.isEnabled()&&this._touchPan.isEnabled()},ca.prototype.isActive=function(){return this._mousePan.isActive()||this._touchPan.isActive()};var ua=function(t,e,r){this._pitchWithRotate=t.pitchWithRotate,this._mouseRotate=e,this._mousePitch=r};ua.prototype.enable=function(){this._mouseRotate.enable(),this._pitchWithRotate&&this._mousePitch.enable()},ua.prototype.disable=function(){this._mouseRotate.disable(),this._mousePitch.disable()},ua.prototype.isEnabled=function(){return this._mouseRotate.isEnabled()&&(!this._pitchWithRotate||this._mousePitch.isEnabled())},ua.prototype.isActive=function(){return this._mouseRotate.isActive()||this._mousePitch.isActive()};var ha=function(t,e,r,n){this._el=t,this._touchZoom=e,this._touchRotate=r,this._tapDragZoom=n,this._rotationDisabled=!1,this._enabled=!0};ha.prototype.enable=function(t){this._touchZoom.enable(t),this._rotationDisabled||this._touchRotate.enable(t),this._tapDragZoom.enable(),this._el.classList.add(\"mapboxgl-touch-zoom-rotate\")},ha.prototype.disable=function(){this._touchZoom.disable(),this._touchRotate.disable(),this._tapDragZoom.disable(),this._el.classList.remove(\"mapboxgl-touch-zoom-rotate\")},ha.prototype.isEnabled=function(){return this._touchZoom.isEnabled()&&(this._rotationDisabled||this._touchRotate.isEnabled())&&this._tapDragZoom.isEnabled()},ha.prototype.isActive=function(){return this._touchZoom.isActive()||this._touchRotate.isActive()||this._tapDragZoom.isActive()},ha.prototype.disableRotation=function(){this._rotationDisabled=!0,this._touchRotate.disable()},ha.prototype.enableRotation=function(){this._rotationDisabled=!1,this._touchZoom.isEnabled()&&this._touchRotate.enable()};var fa=function(t){return t.zoom||t.drag||t.pitch||t.rotate},pa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e}(t.Event);function da(t){return t.panDelta&&t.panDelta.mag()||t.zoomDelta||t.bearingDelta||t.pitchDelta}var ga=function(e,n){this._map=e,this._el=this._map.getCanvasContainer(),this._handlers=[],this._handlersById={},this._changes=[],this._inertia=new Ln(e),this._bearingSnap=n.bearingSnap,this._previousActiveHandlers={},this._eventsInProgress={},this._addDefaultHandlers(n),t.bindAll([\"handleEvent\",\"handleWindowEvent\"],this);var a=this._el;this._listeners=[[a,\"touchstart\",{passive:!1}],[a,\"touchmove\",{passive:!1}],[a,\"touchend\",void 0],[a,\"touchcancel\",void 0],[a,\"mousedown\",void 0],[a,\"mousemove\",void 0],[a,\"mouseup\",void 0],[t.window.document,\"mousemove\",{capture:!0}],[t.window.document,\"mouseup\",void 0],[a,\"mouseover\",void 0],[a,\"mouseout\",void 0],[a,\"dblclick\",void 0],[a,\"click\",void 0],[a,\"keydown\",{capture:!1}],[a,\"keyup\",void 0],[a,\"wheel\",{passive:!1}],[a,\"contextmenu\",void 0],[t.window,\"blur\",void 0]];for(var i=0,o=this._listeners;i<o.length;i+=1){var s=o[i],l=s[0];r.addEventListener(l,s[1],l===t.window.document?this.handleWindowEvent:this.handleEvent,s[2])}};ga.prototype.destroy=function(){for(var e=0,n=this._listeners;e<n.length;e+=1){var a=n[e],i=a[0];r.removeEventListener(i,a[1],i===t.window.document?this.handleWindowEvent:this.handleEvent,a[2])}},ga.prototype._addDefaultHandlers=function(t){var e=this._map,r=e.getCanvasContainer();this._add(\"mapEvent\",new Rn(e,t));var n=e.boxZoom=new Bn(e,t);this._add(\"boxZoom\",n);var a=new Vn,i=new sa;e.doubleClickZoom=new oa(i,a),this._add(\"tapZoom\",a),this._add(\"clickZoom\",i);var o=new la;this._add(\"tapDragZoom\",o);var s=e.touchPitch=new ea;this._add(\"touchPitch\",s);var l=new Gn(t),c=new Yn(t);e.dragRotate=new ua(t,l,c),this._add(\"mouseRotate\",l,[\"mousePitch\"]),this._add(\"mousePitch\",c,[\"mouseRotate\"]);var u=new Hn(t),h=new Wn(t);e.dragPan=new ca(r,u,h),this._add(\"mousePan\",u),this._add(\"touchPan\",h,[\"touchZoom\",\"touchRotate\"]);var f=new $n,p=new Kn;e.touchZoomRotate=new ha(r,p,f,o),this._add(\"touchRotate\",f,[\"touchPan\",\"touchZoom\"]),this._add(\"touchZoom\",p,[\"touchPan\",\"touchRotate\"]);var d=e.scrollZoom=new ia(e,this);this._add(\"scrollZoom\",d,[\"mousePan\"]);var g=e.keyboard=new na;this._add(\"keyboard\",g),this._add(\"blockableMapEvent\",new Fn(e));for(var m=0,v=[\"boxZoom\",\"doubleClickZoom\",\"tapDragZoom\",\"touchPitch\",\"dragRotate\",\"dragPan\",\"touchZoomRotate\",\"scrollZoom\",\"keyboard\"];m<v.length;m+=1){var y=v[m];t.interactive&&t[y]&&e[y].enable(t[y])}},ga.prototype._add=function(t,e,r){this._handlers.push({handlerName:t,handler:e,allowed:r}),this._handlersById[t]=e},ga.prototype.stop=function(){if(!this._updatingCamera){for(var t=0,e=this._handlers;t<e.length;t+=1)e[t].handler.reset();this._inertia.clear(),this._fireEvents({},{}),this._changes=[]}},ga.prototype.isActive=function(){for(var t=0,e=this._handlers;t<e.length;t+=1)if(e[t].handler.isActive())return!0;return!1},ga.prototype.isZooming=function(){return!!this._eventsInProgress.zoom||this._map.scrollZoom.isZooming()},ga.prototype.isRotating=function(){return!!this._eventsInProgress.rotate},ga.prototype._blockedByActive=function(t,e,r){for(var n in t)if(n!==r&&(!e||e.indexOf(n)<0))return!0;return!1},ga.prototype.handleWindowEvent=function(t){this.handleEvent(t,t.type+\"Window\")},ga.prototype.handleEvent=function(t,e){if(\"blur\"!==t.type){this._updatingCamera=!0;for(var n=\"renderFrame\"===t.type?void 0:t,a={needsRenderFrame:!1},i={},o={},s=t?t.targetTouches?r.touchPos(this._el,t.targetTouches):r.mousePos(this._el,t):null,l=0,c=this._handlers;l<c.length;l+=1){var u=c[l],h=u.handlerName,f=u.handler,p=u.allowed;if(f.isEnabled()){var d=void 0;this._blockedByActive(o,p,h)?f.reset():f[e||t.type]&&(d=f[e||t.type](t,s),this.mergeHandlerResult(a,i,d,h,n),d&&d.needsRenderFrame&&this._triggerRenderFrame()),(d||f.isActive())&&(o[h]=f)}}var g={};for(var m in this._previousActiveHandlers)o[m]||(g[m]=n);this._previousActiveHandlers=o,(Object.keys(g).length||da(a))&&(this._changes.push([a,i,g]),this._triggerRenderFrame()),(Object.keys(o).length||da(a))&&this._map._stop(!0),this._updatingCamera=!1;var v=a.cameraAnimation;v&&(this._inertia.clear(),this._fireEvents({},{}),this._changes=[],v(this._map))}else this.stop()},ga.prototype.mergeHandlerResult=function(e,r,n,a,i){if(n){t.extend(e,n);var o={handlerName:a,originalEvent:n.originalEvent||i};void 0!==n.zoomDelta&&(r.zoom=o),void 0!==n.panDelta&&(r.drag=o),void 0!==n.pitchDelta&&(r.pitch=o),void 0!==n.bearingDelta&&(r.rotate=o)}},ga.prototype._applyChanges=function(){for(var e={},r={},n={},a=0,i=this._changes;a<i.length;a+=1){var o=i[a],s=o[0],l=o[1],c=o[2];s.panDelta&&(e.panDelta=(e.panDelta||new t.Point(0,0))._add(s.panDelta)),s.zoomDelta&&(e.zoomDelta=(e.zoomDelta||0)+s.zoomDelta),s.bearingDelta&&(e.bearingDelta=(e.bearingDelta||0)+s.bearingDelta),s.pitchDelta&&(e.pitchDelta=(e.pitchDelta||0)+s.pitchDelta),void 0!==s.around&&(e.around=s.around),void 0!==s.pinchAround&&(e.pinchAround=s.pinchAround),s.noInertia&&(e.noInertia=s.noInertia),t.extend(r,l),t.extend(n,c)}this._updateMapTransform(e,r,n),this._changes=[]},ga.prototype._updateMapTransform=function(t,e,r){var n=this._map,a=n.transform;if(!da(t))return this._fireEvents(e,r);var i=t.panDelta,o=t.zoomDelta,s=t.bearingDelta,l=t.pitchDelta,c=t.around,u=t.pinchAround;void 0!==u&&(c=u),n._stop(!0),c=c||n.transform.centerPoint;var h=a.pointLocation(i?c.sub(i):c);s&&(a.bearing+=s),l&&(a.pitch+=l),o&&(a.zoom+=o),a.setLocationAtPoint(h,c),this._map._update(),t.noInertia||this._inertia.record(t),this._fireEvents(e,r)},ga.prototype._fireEvents=function(e,r){var n,a=this,i=fa(this._eventsInProgress),o=fa(e);for(var s in!i&&o&&this._fireEvent(\"movestart\",o.originalEvent),e){var l=e[s].originalEvent,c=!this._eventsInProgress[s];this._eventsInProgress[s]=e[s],c&&this._fireEvent(s+\"start\",l)}for(var u in e.rotate&&(this._bearingChanged=!0),o&&this._fireEvent(\"move\",o.originalEvent),e)this._fireEvent(u,e[u].originalEvent);for(var h in this._eventsInProgress){var f=this._eventsInProgress[h],p=f.handlerName,d=f.originalEvent;this._handlersById[p].isActive()||(delete this._eventsInProgress[h],this._fireEvent(h+\"end\",n=r[p]||d))}var g=fa(this._eventsInProgress);if((i||o)&&!g){this._updatingCamera=!0;var m=this._inertia._onMoveEnd(this._map.dragPan._inertiaOptions),v=function(t){return 0!==t&&-a._bearingSnap<t&&t<a._bearingSnap};m?(v(m.bearing||this._map.getBearing())&&(m.bearing=0),this._map.easeTo(m,{originalEvent:n})):(this._map.fire(new t.Event(\"moveend\",{originalEvent:n})),v(this._map.getBearing())&&this._map.resetNorth()),this._bearingChanged=!1,this._updatingCamera=!1}},ga.prototype._fireEvent=function(e,r){this._map.fire(new t.Event(e,r?{originalEvent:r}:{}))},ga.prototype._triggerRenderFrame=function(){var t=this;void 0===this._frameId&&(this._frameId=this._map._requestRenderFrame((function(e){delete t._frameId,t.handleEvent(new pa(\"renderFrame\",{timeStamp:e})),t._applyChanges()})))};var ma=function(e){function r(r,n){e.call(this),this._moving=!1,this._zooming=!1,this.transform=r,this._bearingSnap=n.bearingSnap,t.bindAll([\"_renderFrameCallback\"],this)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.getCenter=function(){return new t.LngLat(this.transform.center.lng,this.transform.center.lat)},r.prototype.setCenter=function(t,e){return this.jumpTo({center:t},e)},r.prototype.panBy=function(e,r,n){return e=t.Point.convert(e).mult(-1),this.panTo(this.transform.center,t.extend({offset:e},r),n)},r.prototype.panTo=function(e,r,n){return this.easeTo(t.extend({center:e},r),n)},r.prototype.getZoom=function(){return this.transform.zoom},r.prototype.setZoom=function(t,e){return this.jumpTo({zoom:t},e),this},r.prototype.zoomTo=function(e,r,n){return this.easeTo(t.extend({zoom:e},r),n)},r.prototype.zoomIn=function(t,e){return this.zoomTo(this.getZoom()+1,t,e),this},r.prototype.zoomOut=function(t,e){return this.zoomTo(this.getZoom()-1,t,e),this},r.prototype.getBearing=function(){return this.transform.bearing},r.prototype.setBearing=function(t,e){return this.jumpTo({bearing:t},e),this},r.prototype.getPadding=function(){return this.transform.padding},r.prototype.setPadding=function(t,e){return this.jumpTo({padding:t},e),this},r.prototype.rotateTo=function(e,r,n){return this.easeTo(t.extend({bearing:e},r),n)},r.prototype.resetNorth=function(e,r){return this.rotateTo(0,t.extend({duration:1e3},e),r),this},r.prototype.resetNorthPitch=function(e,r){return this.easeTo(t.extend({bearing:0,pitch:0,duration:1e3},e),r),this},r.prototype.snapToNorth=function(t,e){return Math.abs(this.getBearing())<this._bearingSnap?this.resetNorth(t,e):this},r.prototype.getPitch=function(){return this.transform.pitch},r.prototype.setPitch=function(t,e){return this.jumpTo({pitch:t},e),this},r.prototype.cameraForBounds=function(e,r){return e=t.LngLatBounds.convert(e),this._cameraForBoxAndBearing(e.getNorthWest(),e.getSouthEast(),0,r)},r.prototype._cameraForBoxAndBearing=function(e,r,n,a){var i={top:0,bottom:0,right:0,left:0};if(\"number\"==typeof(a=t.extend({padding:i,offset:[0,0],maxZoom:this.transform.maxZoom},a)).padding){var o=a.padding;a.padding={top:o,bottom:o,right:o,left:o}}a.padding=t.extend(i,a.padding);var s=this.transform,l=s.padding,c=s.project(t.LngLat.convert(e)),u=s.project(t.LngLat.convert(r)),h=c.rotate(-n*Math.PI/180),f=u.rotate(-n*Math.PI/180),p=new t.Point(Math.max(h.x,f.x),Math.max(h.y,f.y)),d=new t.Point(Math.min(h.x,f.x),Math.min(h.y,f.y)),g=p.sub(d),m=(s.width-(l.left+l.right+a.padding.left+a.padding.right))/g.x,v=(s.height-(l.top+l.bottom+a.padding.top+a.padding.bottom))/g.y;if(!(v<0||m<0)){var y=Math.min(s.scaleZoom(s.scale*Math.min(m,v)),a.maxZoom),x=t.Point.convert(a.offset),b=new t.Point(x.x+(a.padding.left-a.padding.right)/2,x.y+(a.padding.top-a.padding.bottom)/2).mult(s.scale/s.zoomScale(y));return{center:s.unproject(c.add(u).div(2).sub(b)),zoom:y,bearing:n}}t.warnOnce(\"Map cannot fit within canvas with the given bounds, padding, and/or offset.\")},r.prototype.fitBounds=function(t,e,r){return this._fitInternal(this.cameraForBounds(t,e),e,r)},r.prototype.fitScreenCoordinates=function(e,r,n,a,i){return this._fitInternal(this._cameraForBoxAndBearing(this.transform.pointLocation(t.Point.convert(e)),this.transform.pointLocation(t.Point.convert(r)),n,a),a,i)},r.prototype._fitInternal=function(e,r,n){return e?(delete(r=t.extend(e,r)).padding,r.linear?this.easeTo(r,n):this.flyTo(r,n)):this},r.prototype.jumpTo=function(e,r){this.stop();var n=this.transform,a=!1,i=!1,o=!1;return\"zoom\"in e&&n.zoom!==+e.zoom&&(a=!0,n.zoom=+e.zoom),void 0!==e.center&&(n.center=t.LngLat.convert(e.center)),\"bearing\"in e&&n.bearing!==+e.bearing&&(i=!0,n.bearing=+e.bearing),\"pitch\"in e&&n.pitch!==+e.pitch&&(o=!0,n.pitch=+e.pitch),null==e.padding||n.isPaddingEqual(e.padding)||(n.padding=e.padding),this.fire(new t.Event(\"movestart\",r)).fire(new t.Event(\"move\",r)),a&&this.fire(new t.Event(\"zoomstart\",r)).fire(new t.Event(\"zoom\",r)).fire(new t.Event(\"zoomend\",r)),i&&this.fire(new t.Event(\"rotatestart\",r)).fire(new t.Event(\"rotate\",r)).fire(new t.Event(\"rotateend\",r)),o&&this.fire(new t.Event(\"pitchstart\",r)).fire(new t.Event(\"pitch\",r)).fire(new t.Event(\"pitchend\",r)),this.fire(new t.Event(\"moveend\",r))},r.prototype.easeTo=function(e,r){var n=this;this._stop(!1,e.easeId),(!1===(e=t.extend({offset:[0,0],duration:500,easing:t.ease},e)).animate||!e.essential&&t.browser.prefersReducedMotion)&&(e.duration=0);var a=this.transform,i=this.getZoom(),o=this.getBearing(),s=this.getPitch(),l=this.getPadding(),c=\"zoom\"in e?+e.zoom:i,u=\"bearing\"in e?this._normalizeBearing(e.bearing,o):o,h=\"pitch\"in e?+e.pitch:s,f=\"padding\"in e?e.padding:a.padding,p=t.Point.convert(e.offset),d=a.centerPoint.add(p),g=a.pointLocation(d),m=t.LngLat.convert(e.center||g);this._normalizeCenter(m);var v,y,x=a.project(g),b=a.project(m).sub(x),_=a.zoomScale(c-i);e.around&&(v=t.LngLat.convert(e.around),y=a.locationPoint(v));var w={moving:this._moving,zooming:this._zooming,rotating:this._rotating,pitching:this._pitching};return this._zooming=this._zooming||c!==i,this._rotating=this._rotating||o!==u,this._pitching=this._pitching||h!==s,this._padding=!a.isPaddingEqual(f),this._easeId=e.easeId,this._prepareEase(r,e.noMoveStart,w),clearTimeout(this._easeEndTimeoutID),this._ease((function(e){if(n._zooming&&(a.zoom=t.number(i,c,e)),n._rotating&&(a.bearing=t.number(o,u,e)),n._pitching&&(a.pitch=t.number(s,h,e)),n._padding&&(a.interpolatePadding(l,f,e),d=a.centerPoint.add(p)),v)a.setLocationAtPoint(v,y);else{var g=a.zoomScale(a.zoom-i),m=c>i?Math.min(2,_):Math.max(.5,_),w=Math.pow(m,1-e),T=a.unproject(x.add(b.mult(e*w)).mult(g));a.setLocationAtPoint(a.renderWorldCopies?T.wrap():T,d)}n._fireMoveEvents(r)}),(function(t){n._afterEase(r,t)}),e),this},r.prototype._prepareEase=function(e,r,n){void 0===n&&(n={}),this._moving=!0,r||n.moving||this.fire(new t.Event(\"movestart\",e)),this._zooming&&!n.zooming&&this.fire(new t.Event(\"zoomstart\",e)),this._rotating&&!n.rotating&&this.fire(new t.Event(\"rotatestart\",e)),this._pitching&&!n.pitching&&this.fire(new t.Event(\"pitchstart\",e))},r.prototype._fireMoveEvents=function(e){this.fire(new t.Event(\"move\",e)),this._zooming&&this.fire(new t.Event(\"zoom\",e)),this._rotating&&this.fire(new t.Event(\"rotate\",e)),this._pitching&&this.fire(new t.Event(\"pitch\",e))},r.prototype._afterEase=function(e,r){if(!this._easeId||!r||this._easeId!==r){delete this._easeId;var n=this._zooming,a=this._rotating,i=this._pitching;this._moving=!1,this._zooming=!1,this._rotating=!1,this._pitching=!1,this._padding=!1,n&&this.fire(new t.Event(\"zoomend\",e)),a&&this.fire(new t.Event(\"rotateend\",e)),i&&this.fire(new t.Event(\"pitchend\",e)),this.fire(new t.Event(\"moveend\",e))}},r.prototype.flyTo=function(e,r){var n=this;if(!e.essential&&t.browser.prefersReducedMotion){var a=t.pick(e,[\"center\",\"zoom\",\"bearing\",\"pitch\",\"around\"]);return this.jumpTo(a,r)}this.stop(),e=t.extend({offset:[0,0],speed:1.2,curve:1.42,easing:t.ease},e);var i=this.transform,o=this.getZoom(),s=this.getBearing(),l=this.getPitch(),c=this.getPadding(),u=\"zoom\"in e?t.clamp(+e.zoom,i.minZoom,i.maxZoom):o,h=\"bearing\"in e?this._normalizeBearing(e.bearing,s):s,f=\"pitch\"in e?+e.pitch:l,p=\"padding\"in e?e.padding:i.padding,d=i.zoomScale(u-o),g=t.Point.convert(e.offset),m=i.centerPoint.add(g),v=i.pointLocation(m),y=t.LngLat.convert(e.center||v);this._normalizeCenter(y);var x=i.project(v),b=i.project(y).sub(x),_=e.curve,w=Math.max(i.width,i.height),T=w/d,k=b.mag();if(\"minZoom\"in e){var M=t.clamp(Math.min(e.minZoom,o,u),i.minZoom,i.maxZoom),A=w/i.zoomScale(M-o);_=Math.sqrt(A/k*2)}var S=_*_;function E(t){var e=(T*T-w*w+(t?-1:1)*S*S*k*k)/(2*(t?T:w)*S*k);return Math.log(Math.sqrt(e*e+1)-e)}function C(t){return(Math.exp(t)-Math.exp(-t))/2}function L(t){return(Math.exp(t)+Math.exp(-t))/2}var P=E(0),I=function(t){return L(P)/L(P+_*t)},z=function(t){return w*((L(P)*(C(e=P+_*t)/L(e))-C(P))/S)/k;var e},O=(E(1)-P)/_;if(Math.abs(k)<1e-6||!isFinite(O)){if(Math.abs(w-T)<1e-6)return this.easeTo(e,r);var D=T<w?-1:1;O=Math.abs(Math.log(T/w))/_,z=function(){return 0},I=function(t){return Math.exp(D*_*t)}}return e.duration=\"duration\"in e?+e.duration:1e3*O/(\"screenSpeed\"in e?+e.screenSpeed/_:+e.speed),e.maxDuration&&e.duration>e.maxDuration&&(e.duration=0),this._zooming=!0,this._rotating=s!==h,this._pitching=f!==l,this._padding=!i.isPaddingEqual(p),this._prepareEase(r,!1),this._ease((function(e){var a=e*O,d=1/I(a);i.zoom=1===e?u:o+i.scaleZoom(d),n._rotating&&(i.bearing=t.number(s,h,e)),n._pitching&&(i.pitch=t.number(l,f,e)),n._padding&&(i.interpolatePadding(c,p,e),m=i.centerPoint.add(g));var v=1===e?y:i.unproject(x.add(b.mult(z(a))).mult(d));i.setLocationAtPoint(i.renderWorldCopies?v.wrap():v,m),n._fireMoveEvents(r)}),(function(){return n._afterEase(r)}),e),this},r.prototype.isEasing=function(){return!!this._easeFrameId},r.prototype.stop=function(){return this._stop()},r.prototype._stop=function(t,e){if(this._easeFrameId&&(this._cancelRenderFrame(this._easeFrameId),delete this._easeFrameId,delete this._onEaseFrame),this._onEaseEnd){var r=this._onEaseEnd;delete this._onEaseEnd,r.call(this,e)}if(!t){var n=this.handlers;n&&n.stop()}return this},r.prototype._ease=function(e,r,n){!1===n.animate||0===n.duration?(e(1),r()):(this._easeStart=t.browser.now(),this._easeOptions=n,this._onEaseFrame=e,this._onEaseEnd=r,this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback))},r.prototype._renderFrameCallback=function(){var e=Math.min((t.browser.now()-this._easeStart)/this._easeOptions.duration,1);this._onEaseFrame(this._easeOptions.easing(e)),e<1?this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback):this.stop()},r.prototype._normalizeBearing=function(e,r){e=t.wrap(e,-180,180);var n=Math.abs(e-r);return Math.abs(e-360-r)<n&&(e-=360),Math.abs(e+360-r)<n&&(e+=360),e},r.prototype._normalizeCenter=function(t){var e=this.transform;if(e.renderWorldCopies&&!e.lngRange){var r=t.lng-e.center.lng;t.lng+=r>180?-360:r<-180?360:0}},r}(t.Evented),va=function(e){void 0===e&&(e={}),this.options=e,t.bindAll([\"_updateEditLink\",\"_updateData\",\"_updateCompact\"],this)};va.prototype.getDefaultPosition=function(){return\"bottom-right\"},va.prototype.onAdd=function(t){var e=this.options&&this.options.compact;return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-attrib\"),this._innerContainer=r.create(\"div\",\"mapboxgl-ctrl-attrib-inner\",this._container),e&&this._container.classList.add(\"mapboxgl-compact\"),this._updateAttributions(),this._updateEditLink(),this._map.on(\"styledata\",this._updateData),this._map.on(\"sourcedata\",this._updateData),this._map.on(\"moveend\",this._updateEditLink),void 0===e&&(this._map.on(\"resize\",this._updateCompact),this._updateCompact()),this._container},va.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"styledata\",this._updateData),this._map.off(\"sourcedata\",this._updateData),this._map.off(\"moveend\",this._updateEditLink),this._map.off(\"resize\",this._updateCompact),this._map=void 0,this._attribHTML=void 0},va.prototype._updateEditLink=function(){var e=this._editLink;e||(e=this._editLink=this._container.querySelector(\".mapbox-improve-map\"));var r=[{key:\"owner\",value:this.styleOwner},{key:\"id\",value:this.styleId},{key:\"access_token\",value:this._map._requestManager._customAccessToken||t.config.ACCESS_TOKEN}];if(e){var n=r.reduce((function(t,e,n){return e.value&&(t+=e.key+\"=\"+e.value+(n<r.length-1?\"&\":\"\")),t}),\"?\");e.href=t.config.FEEDBACK_URL+\"/\"+n+(this._map._hash?this._map._hash.getHashString(!0):\"\"),e.rel=\"noopener nofollow\"}},va.prototype._updateData=function(t){!t||\"metadata\"!==t.sourceDataType&&\"style\"!==t.dataType||(this._updateAttributions(),this._updateEditLink())},va.prototype._updateAttributions=function(){if(this._map.style){var t=[];if(this.options.customAttribution&&(Array.isArray(this.options.customAttribution)?t=t.concat(this.options.customAttribution.map((function(t){return\"string\"!=typeof t?\"\":t}))):\"string\"==typeof this.options.customAttribution&&t.push(this.options.customAttribution)),this._map.style.stylesheet){var e=this._map.style.stylesheet;this.styleOwner=e.owner,this.styleId=e.id}var r=this._map.style.sourceCaches;for(var n in r){var a=r[n];if(a.used){var i=a.getSource();i.attribution&&t.indexOf(i.attribution)<0&&t.push(i.attribution)}}t.sort((function(t,e){return t.length-e.length}));var o=(t=t.filter((function(e,r){for(var n=r+1;n<t.length;n++)if(t[n].indexOf(e)>=0)return!1;return!0}))).join(\" | \");o!==this._attribHTML&&(this._attribHTML=o,t.length?(this._innerContainer.innerHTML=o,this._container.classList.remove(\"mapboxgl-attrib-empty\")):this._container.classList.add(\"mapboxgl-attrib-empty\"),this._editLink=null)}},va.prototype._updateCompact=function(){this._map.getCanvasContainer().offsetWidth<=640?this._container.classList.add(\"mapboxgl-compact\"):this._container.classList.remove(\"mapboxgl-compact\")};var ya=function(){t.bindAll([\"_updateLogo\"],this),t.bindAll([\"_updateCompact\"],this)};ya.prototype.onAdd=function(t){this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl\");var e=r.create(\"a\",\"mapboxgl-ctrl-logo\");return e.target=\"_blank\",e.rel=\"noopener nofollow\",e.href=\"https://www.mapbox.com/\",e.setAttribute(\"aria-label\",this._map._getUIString(\"LogoControl.Title\")),e.setAttribute(\"rel\",\"noopener nofollow\"),this._container.appendChild(e),this._container.style.display=\"none\",this._map.on(\"sourcedata\",this._updateLogo),this._updateLogo(),this._map.on(\"resize\",this._updateCompact),this._updateCompact(),this._container},ya.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"sourcedata\",this._updateLogo),this._map.off(\"resize\",this._updateCompact)},ya.prototype.getDefaultPosition=function(){return\"bottom-left\"},ya.prototype._updateLogo=function(t){t&&\"metadata\"!==t.sourceDataType||(this._container.style.display=this._logoRequired()?\"block\":\"none\")},ya.prototype._logoRequired=function(){if(this._map.style){var t=this._map.style.sourceCaches;for(var e in t)if(t[e].getSource().mapbox_logo)return!0;return!1}},ya.prototype._updateCompact=function(){var t=this._container.children;if(t.length){var e=t[0];this._map.getCanvasContainer().offsetWidth<250?e.classList.add(\"mapboxgl-compact\"):e.classList.remove(\"mapboxgl-compact\")}};var xa=function(){this._queue=[],this._id=0,this._cleared=!1,this._currentlyRunning=!1};xa.prototype.add=function(t){var e=++this._id;return this._queue.push({callback:t,id:e,cancelled:!1}),e},xa.prototype.remove=function(t){for(var e=this._currentlyRunning,r=0,n=e?this._queue.concat(e):this._queue;r<n.length;r+=1){var a=n[r];if(a.id===t)return void(a.cancelled=!0)}},xa.prototype.run=function(t){void 0===t&&(t=0);var e=this._currentlyRunning=this._queue;this._queue=[];for(var r=0,n=e;r<n.length;r+=1){var a=n[r];if(!a.cancelled&&(a.callback(t),this._cleared))break}this._cleared=!1,this._currentlyRunning=!1},xa.prototype.clear=function(){this._currentlyRunning&&(this._cleared=!0),this._queue=[]};var ba={\"FullscreenControl.Enter\":\"Enter fullscreen\",\"FullscreenControl.Exit\":\"Exit fullscreen\",\"GeolocateControl.FindMyLocation\":\"Find my location\",\"GeolocateControl.LocationNotAvailable\":\"Location not available\",\"LogoControl.Title\":\"Mapbox logo\",\"NavigationControl.ResetBearing\":\"Reset bearing to north\",\"NavigationControl.ZoomIn\":\"Zoom in\",\"NavigationControl.ZoomOut\":\"Zoom out\",\"ScaleControl.Feet\":\"ft\",\"ScaleControl.Meters\":\"m\",\"ScaleControl.Kilometers\":\"km\",\"ScaleControl.Miles\":\"mi\",\"ScaleControl.NauticalMiles\":\"nm\"},_a=t.window.HTMLImageElement,wa=t.window.HTMLElement,Ta=t.window.ImageBitmap,ka={center:[0,0],zoom:0,bearing:0,pitch:0,minZoom:-2,maxZoom:22,minPitch:0,maxPitch:60,interactive:!0,scrollZoom:!0,boxZoom:!0,dragRotate:!0,dragPan:!0,keyboard:!0,doubleClickZoom:!0,touchZoomRotate:!0,touchPitch:!0,bearingSnap:7,clickTolerance:3,pitchWithRotate:!0,hash:!1,attributionControl:!0,failIfMajorPerformanceCaveat:!1,preserveDrawingBuffer:!1,trackResize:!0,renderWorldCopies:!0,refreshExpiredTiles:!0,maxTileCacheSize:null,localIdeographFontFamily:\"sans-serif\",transformRequest:null,accessToken:null,fadeDuration:300,crossSourceCollisions:!0},Ma=function(n){function a(e){var r=this;if(null!=(e=t.extend({},ka,e)).minZoom&&null!=e.maxZoom&&e.minZoom>e.maxZoom)throw new Error(\"maxZoom must be greater than or equal to minZoom\");if(null!=e.minPitch&&null!=e.maxPitch&&e.minPitch>e.maxPitch)throw new Error(\"maxPitch must be greater than or equal to minPitch\");if(null!=e.minPitch&&e.minPitch<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(null!=e.maxPitch&&e.maxPitch>60)throw new Error(\"maxPitch must be less than or equal to 60\");var a=new wn(e.minZoom,e.maxZoom,e.minPitch,e.maxPitch,e.renderWorldCopies);if(n.call(this,a,e),this._interactive=e.interactive,this._maxTileCacheSize=e.maxTileCacheSize,this._failIfMajorPerformanceCaveat=e.failIfMajorPerformanceCaveat,this._preserveDrawingBuffer=e.preserveDrawingBuffer,this._antialias=e.antialias,this._trackResize=e.trackResize,this._bearingSnap=e.bearingSnap,this._refreshExpiredTiles=e.refreshExpiredTiles,this._fadeDuration=e.fadeDuration,this._crossSourceCollisions=e.crossSourceCollisions,this._crossFadingFactor=1,this._collectResourceTiming=e.collectResourceTiming,this._renderTaskQueue=new xa,this._controls=[],this._mapId=t.uniqueId(),this._locale=t.extend({},ba,e.locale),this._requestManager=new t.RequestManager(e.transformRequest,e.accessToken),\"string\"==typeof e.container){if(this._container=t.window.document.getElementById(e.container),!this._container)throw new Error(\"Container '\"+e.container+\"' not found.\")}else{if(!(e.container instanceof wa))throw new Error(\"Invalid type: 'container' must be a String or HTMLElement.\");this._container=e.container}if(e.maxBounds&&this.setMaxBounds(e.maxBounds),t.bindAll([\"_onWindowOnline\",\"_onWindowResize\",\"_contextLost\",\"_contextRestored\"],this),this._setupContainer(),this._setupPainter(),void 0===this.painter)throw new Error(\"Failed to initialize WebGL.\");this.on(\"move\",(function(){return r._update(!1)})),this.on(\"moveend\",(function(){return r._update(!1)})),this.on(\"zoom\",(function(){return r._update(!0)})),void 0!==t.window&&(t.window.addEventListener(\"online\",this._onWindowOnline,!1),t.window.addEventListener(\"resize\",this._onWindowResize,!1)),this.handlers=new ga(this,e),this._hash=e.hash&&new kn(\"string\"==typeof e.hash&&e.hash||void 0).addTo(this),this._hash&&this._hash._onHashChange()||(this.jumpTo({center:e.center,zoom:e.zoom,bearing:e.bearing,pitch:e.pitch}),e.bounds&&(this.resize(),this.fitBounds(e.bounds,t.extend({},e.fitBoundsOptions,{duration:0})))),this.resize(),this._localIdeographFontFamily=e.localIdeographFontFamily,e.style&&this.setStyle(e.style,{localIdeographFontFamily:e.localIdeographFontFamily}),e.attributionControl&&this.addControl(new va({customAttribution:e.customAttribution})),this.addControl(new ya,e.logoPosition),this.on(\"style.load\",(function(){r.transform.unmodified&&r.jumpTo(r.style.stylesheet)})),this.on(\"data\",(function(e){r._update(\"style\"===e.dataType),r.fire(new t.Event(e.dataType+\"data\",e))})),this.on(\"dataloading\",(function(e){r.fire(new t.Event(e.dataType+\"dataloading\",e))}))}n&&(a.__proto__=n),(a.prototype=Object.create(n&&n.prototype)).constructor=a;var i={showTileBoundaries:{configurable:!0},showPadding:{configurable:!0},showCollisionBoxes:{configurable:!0},showOverdrawInspector:{configurable:!0},repaint:{configurable:!0},vertices:{configurable:!0},version:{configurable:!0}};return a.prototype._getMapId=function(){return this._mapId},a.prototype.addControl=function(e,r){if(void 0===r&&e.getDefaultPosition&&(r=e.getDefaultPosition()),void 0===r&&(r=\"top-right\"),!e||!e.onAdd)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.addControl(). Argument must be a control with onAdd and onRemove methods.\")));var n=e.onAdd(this);this._controls.push(e);var a=this._controlPositions[r];return-1!==r.indexOf(\"bottom\")?a.insertBefore(n,a.firstChild):a.appendChild(n),this},a.prototype.removeControl=function(e){if(!e||!e.onRemove)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.removeControl(). Argument must be a control with onAdd and onRemove methods.\")));var r=this._controls.indexOf(e);return r>-1&&this._controls.splice(r,1),e.onRemove(this),this},a.prototype.resize=function(e){var r=this._containerDimensions(),n=r[0],a=r[1];this._resizeCanvas(n,a),this.transform.resize(n,a),this.painter.resize(n,a);var i=!this._moving;return i&&(this.stop(),this.fire(new t.Event(\"movestart\",e)).fire(new t.Event(\"move\",e))),this.fire(new t.Event(\"resize\",e)),i&&this.fire(new t.Event(\"moveend\",e)),this},a.prototype.getBounds=function(){return this.transform.getBounds()},a.prototype.getMaxBounds=function(){return this.transform.getMaxBounds()},a.prototype.setMaxBounds=function(e){return this.transform.setMaxBounds(t.LngLatBounds.convert(e)),this._update()},a.prototype.setMinZoom=function(t){if((t=null==t?-2:t)>=-2&&t<=this.transform.maxZoom)return this.transform.minZoom=t,this._update(),this.getZoom()<t&&this.setZoom(t),this;throw new Error(\"minZoom must be between -2 and the current maxZoom, inclusive\")},a.prototype.getMinZoom=function(){return this.transform.minZoom},a.prototype.setMaxZoom=function(t){if((t=null==t?22:t)>=this.transform.minZoom)return this.transform.maxZoom=t,this._update(),this.getZoom()>t&&this.setZoom(t),this;throw new Error(\"maxZoom must be greater than the current minZoom\")},a.prototype.getMaxZoom=function(){return this.transform.maxZoom},a.prototype.setMinPitch=function(t){if((t=null==t?0:t)<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(t>=0&&t<=this.transform.maxPitch)return this.transform.minPitch=t,this._update(),this.getPitch()<t&&this.setPitch(t),this;throw new Error(\"minPitch must be between 0 and the current maxPitch, inclusive\")},a.prototype.getMinPitch=function(){return this.transform.minPitch},a.prototype.setMaxPitch=function(t){if((t=null==t?60:t)>60)throw new Error(\"maxPitch must be less than or equal to 60\");if(t>=this.transform.minPitch)return this.transform.maxPitch=t,this._update(),this.getPitch()>t&&this.setPitch(t),this;throw new Error(\"maxPitch must be greater than the current minPitch\")},a.prototype.getMaxPitch=function(){return this.transform.maxPitch},a.prototype.getRenderWorldCopies=function(){return this.transform.renderWorldCopies},a.prototype.setRenderWorldCopies=function(t){return this.transform.renderWorldCopies=t,this._update()},a.prototype.project=function(e){return this.transform.locationPoint(t.LngLat.convert(e))},a.prototype.unproject=function(e){return this.transform.pointLocation(t.Point.convert(e))},a.prototype.isMoving=function(){return this._moving||this.handlers.isActive()},a.prototype.isZooming=function(){return this._zooming||this.handlers.isZooming()},a.prototype.isRotating=function(){return this._rotating||this.handlers.isRotating()},a.prototype._createDelegatedListener=function(t,e,r){var n,a=this;if(\"mouseenter\"===t||\"mouseover\"===t){var i=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){var o=a.getLayer(e)?a.queryRenderedFeatures(n.point,{layers:[e]}):[];o.length?i||(i=!0,r.call(a,new zn(t,a,n.originalEvent,{features:o}))):i=!1},mouseout:function(){i=!1}}}}if(\"mouseleave\"===t||\"mouseout\"===t){var o=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){(a.getLayer(e)?a.queryRenderedFeatures(n.point,{layers:[e]}):[]).length?o=!0:o&&(o=!1,r.call(a,new zn(t,a,n.originalEvent)))},mouseout:function(e){o&&(o=!1,r.call(a,new zn(t,a,e.originalEvent)))}}}}return{layer:e,listener:r,delegates:(n={},n[t]=function(t){var n=a.getLayer(e)?a.queryRenderedFeatures(t.point,{layers:[e]}):[];n.length&&(t.features=n,r.call(a,t),delete t.features)},n)}},a.prototype.on=function(t,e,r){if(void 0===r)return n.prototype.on.call(this,t,e);var a=this._createDelegatedListener(t,e,r);for(var i in this._delegatedListeners=this._delegatedListeners||{},this._delegatedListeners[t]=this._delegatedListeners[t]||[],this._delegatedListeners[t].push(a),a.delegates)this.on(i,a.delegates[i]);return this},a.prototype.once=function(t,e,r){if(void 0===r)return n.prototype.once.call(this,t,e);var a=this._createDelegatedListener(t,e,r);for(var i in a.delegates)this.once(i,a.delegates[i]);return this},a.prototype.off=function(t,e,r){var a=this;return void 0===r?n.prototype.off.call(this,t,e):(this._delegatedListeners&&this._delegatedListeners[t]&&function(n){for(var i=n[t],o=0;o<i.length;o++){var s=i[o];if(s.layer===e&&s.listener===r){for(var l in s.delegates)a.off(l,s.delegates[l]);return i.splice(o,1),a}}}(this._delegatedListeners),this)},a.prototype.queryRenderedFeatures=function(e,r){if(!this.style)return[];var n;if(void 0!==r||void 0===e||e instanceof t.Point||Array.isArray(e)||(r=e,e=void 0),r=r||{},(e=e||[[0,0],[this.transform.width,this.transform.height]])instanceof t.Point||\"number\"==typeof e[0])n=[t.Point.convert(e)];else{var a=t.Point.convert(e[0]),i=t.Point.convert(e[1]);n=[a,new t.Point(i.x,a.y),i,new t.Point(a.x,i.y),a]}return this.style.queryRenderedFeatures(n,r,this.transform)},a.prototype.querySourceFeatures=function(t,e){return this.style.querySourceFeatures(t,e)},a.prototype.setStyle=function(e,r){return!1!==(r=t.extend({},{localIdeographFontFamily:this._localIdeographFontFamily},r)).diff&&r.localIdeographFontFamily===this._localIdeographFontFamily&&this.style&&e?(this._diffStyle(e,r),this):(this._localIdeographFontFamily=r.localIdeographFontFamily,this._updateStyle(e,r))},a.prototype._getUIString=function(t){var e=this._locale[t];if(null==e)throw new Error(\"Missing UI string '\"+t+\"'\");return e},a.prototype._updateStyle=function(t,e){return this.style&&(this.style.setEventedParent(null),this.style._remove()),t?(this.style=new qe(this,e||{}),this.style.setEventedParent(this,{style:this.style}),\"string\"==typeof t?this.style.loadURL(t):this.style.loadJSON(t),this):(delete this.style,this)},a.prototype._lazyInitEmptyStyle=function(){this.style||(this.style=new qe(this,{}),this.style.setEventedParent(this,{style:this.style}),this.style.loadEmpty())},a.prototype._diffStyle=function(e,r){var n=this;if(\"string\"==typeof e){var a=this._requestManager.normalizeStyleURL(e),i=this._requestManager.transformRequest(a,t.ResourceType.Style);t.getJSON(i,(function(e,a){e?n.fire(new t.ErrorEvent(e)):a&&n._updateDiff(a,r)}))}else\"object\"==typeof e&&this._updateDiff(e,r)},a.prototype._updateDiff=function(e,r){try{this.style.setState(e)&&this._update(!0)}catch(n){t.warnOnce(\"Unable to perform style diff: \"+(n.message||n.error||n)+\".  Rebuilding the style from scratch.\"),this._updateStyle(e,r)}},a.prototype.getStyle=function(){if(this.style)return this.style.serialize()},a.prototype.isStyleLoaded=function(){return this.style?this.style.loaded():t.warnOnce(\"There is no style added to the map.\")},a.prototype.addSource=function(t,e){return this._lazyInitEmptyStyle(),this.style.addSource(t,e),this._update(!0)},a.prototype.isSourceLoaded=function(e){var r=this.style&&this.style.sourceCaches[e];if(void 0!==r)return r.loaded();this.fire(new t.ErrorEvent(new Error(\"There is no source with ID '\"+e+\"'\")))},a.prototype.areTilesLoaded=function(){var t=this.style&&this.style.sourceCaches;for(var e in t){var r=t[e]._tiles;for(var n in r){var a=r[n];if(\"loaded\"!==a.state&&\"errored\"!==a.state)return!1}}return!0},a.prototype.addSourceType=function(t,e,r){return this._lazyInitEmptyStyle(),this.style.addSourceType(t,e,r)},a.prototype.removeSource=function(t){return this.style.removeSource(t),this._update(!0)},a.prototype.getSource=function(t){return this.style.getSource(t)},a.prototype.addImage=function(e,r,n){void 0===n&&(n={});var a=n.pixelRatio;void 0===a&&(a=1);var i=n.sdf;void 0===i&&(i=!1);var o=n.stretchX,s=n.stretchY,l=n.content;if(this._lazyInitEmptyStyle(),r instanceof _a||Ta&&r instanceof Ta){var c=t.browser.getImageData(r);this.style.addImage(e,{data:new t.RGBAImage({width:c.width,height:c.height},c.data),pixelRatio:a,stretchX:o,stretchY:s,content:l,sdf:i,version:0})}else{if(void 0===r.width||void 0===r.height)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.addImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));var u=r;this.style.addImage(e,{data:new t.RGBAImage({width:r.width,height:r.height},new Uint8Array(r.data)),pixelRatio:a,stretchX:o,stretchY:s,content:l,sdf:i,version:0,userImage:u}),u.onAdd&&u.onAdd(this,e)}},a.prototype.updateImage=function(e,r){var n=this.style.getImage(e);if(!n)return this.fire(new t.ErrorEvent(new Error(\"The map has no image with that id. If you are adding a new image use `map.addImage(...)` instead.\")));var a=r instanceof _a||Ta&&r instanceof Ta?t.browser.getImageData(r):r,i=a.width,o=a.height,s=a.data;return void 0===i||void 0===o?this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.updateImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\"))):i!==n.data.width||o!==n.data.height?this.fire(new t.ErrorEvent(new Error(\"The width and height of the updated image must be that same as the previous version of the image\"))):(n.data.replace(s,!(r instanceof _a||Ta&&r instanceof Ta)),void this.style.updateImage(e,n))},a.prototype.hasImage=function(e){return e?!!this.style.getImage(e):(this.fire(new t.ErrorEvent(new Error(\"Missing required image id\"))),!1)},a.prototype.removeImage=function(t){this.style.removeImage(t)},a.prototype.loadImage=function(e,r){t.getImage(this._requestManager.transformRequest(e,t.ResourceType.Image),r)},a.prototype.listImages=function(){return this.style.listImages()},a.prototype.addLayer=function(t,e){return this._lazyInitEmptyStyle(),this.style.addLayer(t,e),this._update(!0)},a.prototype.moveLayer=function(t,e){return this.style.moveLayer(t,e),this._update(!0)},a.prototype.removeLayer=function(t){return this.style.removeLayer(t),this._update(!0)},a.prototype.getLayer=function(t){return this.style.getLayer(t)},a.prototype.setLayerZoomRange=function(t,e,r){return this.style.setLayerZoomRange(t,e,r),this._update(!0)},a.prototype.setFilter=function(t,e,r){return void 0===r&&(r={}),this.style.setFilter(t,e,r),this._update(!0)},a.prototype.getFilter=function(t){return this.style.getFilter(t)},a.prototype.setPaintProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setPaintProperty(t,e,r,n),this._update(!0)},a.prototype.getPaintProperty=function(t,e){return this.style.getPaintProperty(t,e)},a.prototype.setLayoutProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setLayoutProperty(t,e,r,n),this._update(!0)},a.prototype.getLayoutProperty=function(t,e){return this.style.getLayoutProperty(t,e)},a.prototype.setLight=function(t,e){return void 0===e&&(e={}),this._lazyInitEmptyStyle(),this.style.setLight(t,e),this._update(!0)},a.prototype.getLight=function(){return this.style.getLight()},a.prototype.setFeatureState=function(t,e){return this.style.setFeatureState(t,e),this._update()},a.prototype.removeFeatureState=function(t,e){return this.style.removeFeatureState(t,e),this._update()},a.prototype.getFeatureState=function(t){return this.style.getFeatureState(t)},a.prototype.getContainer=function(){return this._container},a.prototype.getCanvasContainer=function(){return this._canvasContainer},a.prototype.getCanvas=function(){return this._canvas},a.prototype._containerDimensions=function(){var t=0,e=0;return this._container&&(t=this._container.clientWidth||400,e=this._container.clientHeight||300),[t,e]},a.prototype._detectMissingCSS=function(){\"rgb(250, 128, 114)\"!==t.window.getComputedStyle(this._missingCSSCanary).getPropertyValue(\"background-color\")&&t.warnOnce(\"This page appears to be missing CSS declarations for Mapbox GL JS, which may cause the map to display incorrectly. Please ensure your page includes mapbox-gl.css, as described in https://www.mapbox.com/mapbox-gl-js/api/.\")},a.prototype._setupContainer=function(){var t=this._container;t.classList.add(\"mapboxgl-map\"),(this._missingCSSCanary=r.create(\"div\",\"mapboxgl-canary\",t)).style.visibility=\"hidden\",this._detectMissingCSS();var e=this._canvasContainer=r.create(\"div\",\"mapboxgl-canvas-container\",t);this._interactive&&e.classList.add(\"mapboxgl-interactive\"),this._canvas=r.create(\"canvas\",\"mapboxgl-canvas\",e),this._canvas.addEventListener(\"webglcontextlost\",this._contextLost,!1),this._canvas.addEventListener(\"webglcontextrestored\",this._contextRestored,!1),this._canvas.setAttribute(\"tabindex\",\"0\"),this._canvas.setAttribute(\"aria-label\",\"Map\");var n=this._containerDimensions();this._resizeCanvas(n[0],n[1]);var a=this._controlContainer=r.create(\"div\",\"mapboxgl-control-container\",t),i=this._controlPositions={};[\"top-left\",\"top-right\",\"bottom-left\",\"bottom-right\"].forEach((function(t){i[t]=r.create(\"div\",\"mapboxgl-ctrl-\"+t,a)}))},a.prototype._resizeCanvas=function(e,r){var n=t.browser.devicePixelRatio||1;this._canvas.width=n*e,this._canvas.height=n*r,this._canvas.style.width=e+\"px\",this._canvas.style.height=r+\"px\"},a.prototype._setupPainter=function(){var r=t.extend({},e.webGLContextAttributes,{failIfMajorPerformanceCaveat:this._failIfMajorPerformanceCaveat,preserveDrawingBuffer:this._preserveDrawingBuffer,antialias:this._antialias||!1}),n=this._canvas.getContext(\"webgl\",r)||this._canvas.getContext(\"experimental-webgl\",r);n?(this.painter=new yn(n,this.transform),t.webpSupported.testSupport(n)):this.fire(new t.ErrorEvent(new Error(\"Failed to initialize WebGL\")))},a.prototype._contextLost=function(e){e.preventDefault(),this._frame&&(this._frame.cancel(),this._frame=null),this.fire(new t.Event(\"webglcontextlost\",{originalEvent:e}))},a.prototype._contextRestored=function(e){this._setupPainter(),this.resize(),this._update(),this.fire(new t.Event(\"webglcontextrestored\",{originalEvent:e}))},a.prototype.loaded=function(){return!this._styleDirty&&!this._sourcesDirty&&!!this.style&&this.style.loaded()},a.prototype._update=function(t){return this.style?(this._styleDirty=this._styleDirty||t,this._sourcesDirty=!0,this.triggerRepaint(),this):this},a.prototype._requestRenderFrame=function(t){return this._update(),this._renderTaskQueue.add(t)},a.prototype._cancelRenderFrame=function(t){this._renderTaskQueue.remove(t)},a.prototype._render=function(e){var r,n=this,a=0,i=this.painter.context.extTimerQuery;if(this.listens(\"gpu-timing-frame\")&&(r=i.createQueryEXT(),i.beginQueryEXT(i.TIME_ELAPSED_EXT,r),a=t.browser.now()),this.painter.context.setDirty(),this.painter.setBaseState(),this._renderTaskQueue.run(e),!this._removed){var o=!1;if(this.style&&this._styleDirty){this._styleDirty=!1;var s=this.transform.zoom,l=t.browser.now();this.style.zoomHistory.update(s,l);var c=new t.EvaluationParameters(s,{now:l,fadeDuration:this._fadeDuration,zoomHistory:this.style.zoomHistory,transition:this.style.getTransition()}),u=c.crossFadingFactor();1===u&&u===this._crossFadingFactor||(o=!0,this._crossFadingFactor=u),this.style.update(c)}if(this.style&&this._sourcesDirty&&(this._sourcesDirty=!1,this.style._updateSources(this.transform)),this._placementDirty=this.style&&this.style._updatePlacement(this.painter.transform,this.showCollisionBoxes,this._fadeDuration,this._crossSourceCollisions),this.painter.render(this.style,{showTileBoundaries:this.showTileBoundaries,showOverdrawInspector:this._showOverdrawInspector,rotating:this.isRotating(),zooming:this.isZooming(),moving:this.isMoving(),fadeDuration:this._fadeDuration,showPadding:this.showPadding,gpuTiming:!!this.listens(\"gpu-timing-layer\")}),this.fire(new t.Event(\"render\")),this.loaded()&&!this._loaded&&(this._loaded=!0,this.fire(new t.Event(\"load\"))),this.style&&(this.style.hasTransitions()||o)&&(this._styleDirty=!0),this.style&&!this._placementDirty&&this.style._releaseSymbolFadeTiles(),this.listens(\"gpu-timing-frame\")){var h=t.browser.now()-a;i.endQueryEXT(i.TIME_ELAPSED_EXT,r),setTimeout((function(){var e=i.getQueryObjectEXT(r,i.QUERY_RESULT_EXT)/1e6;i.deleteQueryEXT(r),n.fire(new t.Event(\"gpu-timing-frame\",{cpuTime:h,gpuTime:e}))}),50)}if(this.listens(\"gpu-timing-layer\")){var f=this.painter.collectGpuTimers();setTimeout((function(){var e=n.painter.queryGpuTimers(f);n.fire(new t.Event(\"gpu-timing-layer\",{layerTimes:e}))}),50)}return this._sourcesDirty||this._styleDirty||this._placementDirty||this._repaint?this.triggerRepaint():!this.isMoving()&&this.loaded()&&(this._fullyLoaded||(this._fullyLoaded=!0),this.fire(new t.Event(\"idle\"))),this}},a.prototype.remove=function(){this._hash&&this._hash.remove();for(var e=0,r=this._controls;e<r.length;e+=1)r[e].onRemove(this);this._controls=[],this._frame&&(this._frame.cancel(),this._frame=null),this._renderTaskQueue.clear(),this.painter.destroy(),this.handlers.destroy(),delete this.handlers,this.setStyle(null),void 0!==t.window&&(t.window.removeEventListener(\"resize\",this._onWindowResize,!1),t.window.removeEventListener(\"online\",this._onWindowOnline,!1));var n=this.painter.context.gl.getExtension(\"WEBGL_lose_context\");n&&n.loseContext(),Aa(this._canvasContainer),Aa(this._controlContainer),Aa(this._missingCSSCanary),this._container.classList.remove(\"mapboxgl-map\"),this._removed=!0,this.fire(new t.Event(\"remove\"))},a.prototype.triggerRepaint=function(){var e=this;this.style&&!this._frame&&(this._frame=t.browser.frame((function(t){e._frame=null,e._render(t)})))},a.prototype._onWindowOnline=function(){this._update()},a.prototype._onWindowResize=function(t){this._trackResize&&this.resize({originalEvent:t})._update()},i.showTileBoundaries.get=function(){return!!this._showTileBoundaries},i.showTileBoundaries.set=function(t){this._showTileBoundaries!==t&&(this._showTileBoundaries=t,this._update())},i.showPadding.get=function(){return!!this._showPadding},i.showPadding.set=function(t){this._showPadding!==t&&(this._showPadding=t,this._update())},i.showCollisionBoxes.get=function(){return!!this._showCollisionBoxes},i.showCollisionBoxes.set=function(t){this._showCollisionBoxes!==t&&(this._showCollisionBoxes=t,t?this.style._generateCollisionBoxes():this._update())},i.showOverdrawInspector.get=function(){return!!this._showOverdrawInspector},i.showOverdrawInspector.set=function(t){this._showOverdrawInspector!==t&&(this._showOverdrawInspector=t,this._update())},i.repaint.get=function(){return!!this._repaint},i.repaint.set=function(t){this._repaint!==t&&(this._repaint=t,this.triggerRepaint())},i.vertices.get=function(){return!!this._vertices},i.vertices.set=function(t){this._vertices=t,this._update()},a.prototype._setCacheLimits=function(e,r){t.setCacheLimits(e,r)},i.version.get=function(){return t.version},Object.defineProperties(a.prototype,i),a}(ma);function Aa(t){t.parentNode&&t.parentNode.removeChild(t)}var Sa={showCompass:!0,showZoom:!0,visualizePitch:!1},Ea=function(e){var n=this;this.options=t.extend({},Sa,e),this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this.options.showZoom&&(t.bindAll([\"_setButtonTitle\",\"_updateZoomButtons\"],this),this._zoomInButton=this._createButton(\"mapboxgl-ctrl-zoom-in\",(function(t){return n._map.zoomIn({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomInButton).setAttribute(\"aria-hidden\",!0),this._zoomOutButton=this._createButton(\"mapboxgl-ctrl-zoom-out\",(function(t){return n._map.zoomOut({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomOutButton).setAttribute(\"aria-hidden\",!0)),this.options.showCompass&&(t.bindAll([\"_rotateCompassArrow\"],this),this._compass=this._createButton(\"mapboxgl-ctrl-compass\",(function(t){n.options.visualizePitch?n._map.resetNorthPitch({},{originalEvent:t}):n._map.resetNorth({},{originalEvent:t})})),this._compassIcon=r.create(\"span\",\"mapboxgl-ctrl-icon\",this._compass),this._compassIcon.setAttribute(\"aria-hidden\",!0))};Ea.prototype._updateZoomButtons=function(){var t=this._map.getZoom();this._zoomInButton.disabled=t===this._map.getMaxZoom(),this._zoomOutButton.disabled=t===this._map.getMinZoom()},Ea.prototype._rotateCompassArrow=function(){var t=this.options.visualizePitch?\"scale(\"+1/Math.pow(Math.cos(this._map.transform.pitch*(Math.PI/180)),.5)+\") rotateX(\"+this._map.transform.pitch+\"deg) rotateZ(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\":\"rotate(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\";this._compassIcon.style.transform=t},Ea.prototype.onAdd=function(t){return this._map=t,this.options.showZoom&&(this._setButtonTitle(this._zoomInButton,\"ZoomIn\"),this._setButtonTitle(this._zoomOutButton,\"ZoomOut\"),this._map.on(\"zoom\",this._updateZoomButtons),this._updateZoomButtons()),this.options.showCompass&&(this._setButtonTitle(this._compass,\"ResetBearing\"),this.options.visualizePitch&&this._map.on(\"pitch\",this._rotateCompassArrow),this._map.on(\"rotate\",this._rotateCompassArrow),this._rotateCompassArrow(),this._handler=new Ca(this._map,this._compass,this.options.visualizePitch)),this._container},Ea.prototype.onRemove=function(){r.remove(this._container),this.options.showZoom&&this._map.off(\"zoom\",this._updateZoomButtons),this.options.showCompass&&(this.options.visualizePitch&&this._map.off(\"pitch\",this._rotateCompassArrow),this._map.off(\"rotate\",this._rotateCompassArrow),this._handler.off(),delete this._handler),delete this._map},Ea.prototype._createButton=function(t,e){var n=r.create(\"button\",t,this._container);return n.type=\"button\",n.addEventListener(\"click\",e),n},Ea.prototype._setButtonTitle=function(t,e){var r=this._map._getUIString(\"NavigationControl.\"+e);t.title=r,t.setAttribute(\"aria-label\",r)};var Ca=function(e,n,a){void 0===a&&(a=!1),this._clickTolerance=10,this.element=n,this.mouseRotate=new Gn({clickTolerance:e.dragRotate._mouseRotate._clickTolerance}),this.map=e,a&&(this.mousePitch=new Yn({clickTolerance:e.dragRotate._mousePitch._clickTolerance})),t.bindAll([\"mousedown\",\"mousemove\",\"mouseup\",\"touchstart\",\"touchmove\",\"touchend\",\"reset\"],this),r.addEventListener(n,\"mousedown\",this.mousedown),r.addEventListener(n,\"touchstart\",this.touchstart,{passive:!1}),r.addEventListener(n,\"touchmove\",this.touchmove),r.addEventListener(n,\"touchend\",this.touchend),r.addEventListener(n,\"touchcancel\",this.reset)};function La(e,r,n){if(e=new t.LngLat(e.lng,e.lat),r){var a=new t.LngLat(e.lng-360,e.lat),i=new t.LngLat(e.lng+360,e.lat),o=n.locationPoint(e).distSqr(r);n.locationPoint(a).distSqr(r)<o?e=a:n.locationPoint(i).distSqr(r)<o&&(e=i)}for(;Math.abs(e.lng-n.center.lng)>180;){var s=n.locationPoint(e);if(s.x>=0&&s.y>=0&&s.x<=n.width&&s.y<=n.height)break;e.lng>n.center.lng?e.lng-=360:e.lng+=360}return e}Ca.prototype.down=function(t,e){this.mouseRotate.mousedown(t,e),this.mousePitch&&this.mousePitch.mousedown(t,e),r.disableDrag()},Ca.prototype.move=function(t,e){var r=this.map,n=this.mouseRotate.mousemoveWindow(t,e);if(n&&n.bearingDelta&&r.setBearing(r.getBearing()+n.bearingDelta),this.mousePitch){var a=this.mousePitch.mousemoveWindow(t,e);a&&a.pitchDelta&&r.setPitch(r.getPitch()+a.pitchDelta)}},Ca.prototype.off=function(){var t=this.element;r.removeEventListener(t,\"mousedown\",this.mousedown),r.removeEventListener(t,\"touchstart\",this.touchstart,{passive:!1}),r.removeEventListener(t,\"touchmove\",this.touchmove),r.removeEventListener(t,\"touchend\",this.touchend),r.removeEventListener(t,\"touchcancel\",this.reset),this.offTemp()},Ca.prototype.offTemp=function(){r.enableDrag(),r.removeEventListener(t.window,\"mousemove\",this.mousemove),r.removeEventListener(t.window,\"mouseup\",this.mouseup)},Ca.prototype.mousedown=function(e){this.down(t.extend({},e,{ctrlKey:!0,preventDefault:function(){return e.preventDefault()}}),r.mousePos(this.element,e)),r.addEventListener(t.window,\"mousemove\",this.mousemove),r.addEventListener(t.window,\"mouseup\",this.mouseup)},Ca.prototype.mousemove=function(t){this.move(t,r.mousePos(this.element,t))},Ca.prototype.mouseup=function(t){this.mouseRotate.mouseupWindow(t),this.mousePitch&&this.mousePitch.mouseupWindow(t),this.offTemp()},Ca.prototype.touchstart=function(t){1!==t.targetTouches.length?this.reset():(this._startPos=this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.down({type:\"mousedown\",button:0,ctrlKey:!0,preventDefault:function(){return t.preventDefault()}},this._startPos))},Ca.prototype.touchmove=function(t){1!==t.targetTouches.length?this.reset():(this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.move({preventDefault:function(){return t.preventDefault()}},this._lastPos))},Ca.prototype.touchend=function(t){0===t.targetTouches.length&&this._startPos&&this._lastPos&&this._startPos.dist(this._lastPos)<this._clickTolerance&&this.element.click(),this.reset()},Ca.prototype.reset=function(){this.mouseRotate.reset(),this.mousePitch&&this.mousePitch.reset(),delete this._startPos,delete this._lastPos,this.offTemp()};var Pa={center:\"translate(-50%,-50%)\",top:\"translate(-50%,0)\",\"top-left\":\"translate(0,0)\",\"top-right\":\"translate(-100%,0)\",bottom:\"translate(-50%,-100%)\",\"bottom-left\":\"translate(0,-100%)\",\"bottom-right\":\"translate(-100%,-100%)\",left:\"translate(0,-50%)\",right:\"translate(-100%,-50%)\"};function Ia(t,e,r){var n=t.classList;for(var a in Pa)n.remove(\"mapboxgl-\"+r+\"-anchor-\"+a);n.add(\"mapboxgl-\"+r+\"-anchor-\"+e)}var za,Oa=function(e){function n(n,a){var i=this;if(e.call(this),(n instanceof t.window.HTMLElement||a)&&(n=t.extend({element:n},a)),t.bindAll([\"_update\",\"_onMove\",\"_onUp\",\"_addDragHandler\",\"_onMapClick\",\"_onKeyPress\"],this),this._anchor=n&&n.anchor||\"center\",this._color=n&&n.color||\"#3FB1CE\",this._draggable=n&&n.draggable||!1,this._state=\"inactive\",this._rotation=n&&n.rotation||0,this._rotationAlignment=n&&n.rotationAlignment||\"auto\",this._pitchAlignment=n&&n.pitchAlignment&&\"auto\"!==n.pitchAlignment?n.pitchAlignment:this._rotationAlignment,n&&n.element)this._element=n.element,this._offset=t.Point.convert(n&&n.offset||[0,0]);else{this._defaultMarker=!0,this._element=r.create(\"div\"),this._element.setAttribute(\"aria-label\",\"Map marker\");var o=r.createNS(\"http://www.w3.org/2000/svg\",\"svg\");o.setAttributeNS(null,\"display\",\"block\"),o.setAttributeNS(null,\"height\",\"41px\"),o.setAttributeNS(null,\"width\",\"27px\"),o.setAttributeNS(null,\"viewBox\",\"0 0 27 41\");var s=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");s.setAttributeNS(null,\"stroke\",\"none\"),s.setAttributeNS(null,\"stroke-width\",\"1\"),s.setAttributeNS(null,\"fill\",\"none\"),s.setAttributeNS(null,\"fill-rule\",\"evenodd\");var l=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");l.setAttributeNS(null,\"fill-rule\",\"nonzero\");var c=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");c.setAttributeNS(null,\"transform\",\"translate(3.0, 29.0)\"),c.setAttributeNS(null,\"fill\",\"#000000\");for(var u=0,h=[{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"9.5\",ry:\"4.77275007\"},{rx:\"8.5\",ry:\"4.29549936\"},{rx:\"7.5\",ry:\"3.81822308\"},{rx:\"6.5\",ry:\"3.34094679\"},{rx:\"5.5\",ry:\"2.86367051\"},{rx:\"4.5\",ry:\"2.38636864\"}];u<h.length;u+=1){var f=h[u],p=r.createNS(\"http://www.w3.org/2000/svg\",\"ellipse\");p.setAttributeNS(null,\"opacity\",\"0.04\"),p.setAttributeNS(null,\"cx\",\"10.5\"),p.setAttributeNS(null,\"cy\",\"5.80029008\"),p.setAttributeNS(null,\"rx\",f.rx),p.setAttributeNS(null,\"ry\",f.ry),c.appendChild(p)}var d=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");d.setAttributeNS(null,\"fill\",this._color);var g=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");g.setAttributeNS(null,\"d\",\"M27,13.5 C27,19.074644 20.250001,27.000002 14.75,34.500002 C14.016665,35.500004 12.983335,35.500004 12.25,34.500002 C6.7499993,27.000002 0,19.222562 0,13.5 C0,6.0441559 6.0441559,0 13.5,0 C20.955844,0 27,6.0441559 27,13.5 Z\"),d.appendChild(g);var m=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");m.setAttributeNS(null,\"opacity\",\"0.25\"),m.setAttributeNS(null,\"fill\",\"#000000\");var v=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");v.setAttributeNS(null,\"d\",\"M13.5,0 C6.0441559,0 0,6.0441559 0,13.5 C0,19.222562 6.7499993,27 12.25,34.5 C13,35.522727 14.016664,35.500004 14.75,34.5 C20.250001,27 27,19.074644 27,13.5 C27,6.0441559 20.955844,0 13.5,0 Z M13.5,1 C20.415404,1 26,6.584596 26,13.5 C26,15.898657 24.495584,19.181431 22.220703,22.738281 C19.945823,26.295132 16.705119,30.142167 13.943359,33.908203 C13.743445,34.180814 13.612715,34.322738 13.5,34.441406 C13.387285,34.322738 13.256555,34.180814 13.056641,33.908203 C10.284481,30.127985 7.4148684,26.314159 5.015625,22.773438 C2.6163816,19.232715 1,15.953538 1,13.5 C1,6.584596 6.584596,1 13.5,1 Z\"),m.appendChild(v);var y=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");y.setAttributeNS(null,\"transform\",\"translate(6.0, 7.0)\"),y.setAttributeNS(null,\"fill\",\"#FFFFFF\");var x=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");x.setAttributeNS(null,\"transform\",\"translate(8.0, 8.0)\");var b=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");b.setAttributeNS(null,\"fill\",\"#000000\"),b.setAttributeNS(null,\"opacity\",\"0.25\"),b.setAttributeNS(null,\"cx\",\"5.5\"),b.setAttributeNS(null,\"cy\",\"5.5\"),b.setAttributeNS(null,\"r\",\"5.4999962\");var _=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");_.setAttributeNS(null,\"fill\",\"#FFFFFF\"),_.setAttributeNS(null,\"cx\",\"5.5\"),_.setAttributeNS(null,\"cy\",\"5.5\"),_.setAttributeNS(null,\"r\",\"5.4999962\"),x.appendChild(b),x.appendChild(_),l.appendChild(c),l.appendChild(d),l.appendChild(m),l.appendChild(y),l.appendChild(x),o.appendChild(l),this._element.appendChild(o),this._offset=t.Point.convert(n&&n.offset||[0,-14])}this._element.classList.add(\"mapboxgl-marker\"),this._element.addEventListener(\"dragstart\",(function(t){t.preventDefault()})),this._element.addEventListener(\"mousedown\",(function(t){t.preventDefault()})),this._element.addEventListener(\"focus\",(function(){var t=i._map.getContainer();t.scrollTop=0,t.scrollLeft=0})),Ia(this._element,this._anchor,\"marker\"),this._popup=null}return e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n,n.prototype.addTo=function(t){return this.remove(),this._map=t,t.getCanvasContainer().appendChild(this._element),t.on(\"move\",this._update),t.on(\"moveend\",this._update),this.setDraggable(this._draggable),this._update(),this._map.on(\"click\",this._onMapClick),this},n.prototype.remove=function(){return this._map&&(this._map.off(\"click\",this._onMapClick),this._map.off(\"move\",this._update),this._map.off(\"moveend\",this._update),this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler),this._map.off(\"mouseup\",this._onUp),this._map.off(\"touchend\",this._onUp),this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),delete this._map),r.remove(this._element),this._popup&&this._popup.remove(),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._popup&&this._popup.setLngLat(this._lngLat),this._update(),this},n.prototype.getElement=function(){return this._element},n.prototype.setPopup=function(t){if(this._popup&&(this._popup.remove(),this._popup=null,this._element.removeEventListener(\"keypress\",this._onKeyPress),this._originalTabIndex||this._element.removeAttribute(\"tabindex\")),t){if(!(\"offset\"in t.options)){var e=Math.sqrt(Math.pow(13.5,2)/2);t.options.offset=this._defaultMarker?{top:[0,0],\"top-left\":[0,0],\"top-right\":[0,0],bottom:[0,-38.1],\"bottom-left\":[e,-1*(24.6+e)],\"bottom-right\":[-e,-1*(24.6+e)],left:[13.5,-24.6],right:[-13.5,-24.6]}:this._offset}this._popup=t,this._lngLat&&this._popup.setLngLat(this._lngLat),this._originalTabIndex=this._element.getAttribute(\"tabindex\"),this._originalTabIndex||this._element.setAttribute(\"tabindex\",\"0\"),this._element.addEventListener(\"keypress\",this._onKeyPress)}return this},n.prototype._onKeyPress=function(t){var e=t.code,r=t.charCode||t.keyCode;\"Space\"!==e&&\"Enter\"!==e&&32!==r&&13!==r||this.togglePopup()},n.prototype._onMapClick=function(t){var e=t.originalEvent.target,r=this._element;this._popup&&(e===r||r.contains(e))&&this.togglePopup()},n.prototype.getPopup=function(){return this._popup},n.prototype.togglePopup=function(){var t=this._popup;return t?(t.isOpen()?t.remove():t.addTo(this._map),this):this},n.prototype._update=function(t){if(this._map){this._map.transform.renderWorldCopies&&(this._lngLat=La(this._lngLat,this._pos,this._map.transform)),this._pos=this._map.project(this._lngLat)._add(this._offset);var e=\"\";\"viewport\"===this._rotationAlignment||\"auto\"===this._rotationAlignment?e=\"rotateZ(\"+this._rotation+\"deg)\":\"map\"===this._rotationAlignment&&(e=\"rotateZ(\"+(this._rotation-this._map.getBearing())+\"deg)\");var n=\"\";\"viewport\"===this._pitchAlignment||\"auto\"===this._pitchAlignment?n=\"rotateX(0deg)\":\"map\"===this._pitchAlignment&&(n=\"rotateX(\"+this._map.getPitch()+\"deg)\"),t&&\"moveend\"!==t.type||(this._pos=this._pos.round()),r.setTransform(this._element,Pa[this._anchor]+\" translate(\"+this._pos.x+\"px, \"+this._pos.y+\"px) \"+n+\" \"+e)}},n.prototype.getOffset=function(){return this._offset},n.prototype.setOffset=function(e){return this._offset=t.Point.convert(e),this._update(),this},n.prototype._onMove=function(e){this._pos=e.point.sub(this._positionDelta),this._lngLat=this._map.unproject(this._pos),this.setLngLat(this._lngLat),this._element.style.pointerEvents=\"none\",\"pending\"===this._state&&(this._state=\"active\",this.fire(new t.Event(\"dragstart\"))),this.fire(new t.Event(\"drag\"))},n.prototype._onUp=function(){this._element.style.pointerEvents=\"auto\",this._positionDelta=null,this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),\"active\"===this._state&&this.fire(new t.Event(\"dragend\")),this._state=\"inactive\"},n.prototype._addDragHandler=function(t){this._element.contains(t.originalEvent.target)&&(t.preventDefault(),this._positionDelta=t.point.sub(this._pos).add(this._offset),this._state=\"pending\",this._map.on(\"mousemove\",this._onMove),this._map.on(\"touchmove\",this._onMove),this._map.once(\"mouseup\",this._onUp),this._map.once(\"touchend\",this._onUp))},n.prototype.setDraggable=function(t){return this._draggable=!!t,this._map&&(t?(this._map.on(\"mousedown\",this._addDragHandler),this._map.on(\"touchstart\",this._addDragHandler)):(this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler))),this},n.prototype.isDraggable=function(){return this._draggable},n.prototype.setRotation=function(t){return this._rotation=t||0,this._update(),this},n.prototype.getRotation=function(){return this._rotation},n.prototype.setRotationAlignment=function(t){return this._rotationAlignment=t||\"auto\",this._update(),this},n.prototype.getRotationAlignment=function(){return this._rotationAlignment},n.prototype.setPitchAlignment=function(t){return this._pitchAlignment=t&&\"auto\"!==t?t:this._rotationAlignment,this._update(),this},n.prototype.getPitchAlignment=function(){return this._pitchAlignment},n}(t.Evented),Da={positionOptions:{enableHighAccuracy:!1,maximumAge:0,timeout:6e3},fitBoundsOptions:{maxZoom:15},trackUserLocation:!1,showAccuracyCircle:!0,showUserLocation:!0},Ra=0,Fa=!1,Ba=function(e){function n(r){e.call(this),this.options=t.extend({},Da,r),t.bindAll([\"_onSuccess\",\"_onError\",\"_onZoom\",\"_finish\",\"_setupUI\",\"_updateCamera\",\"_updateMarker\"],this)}return e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n,n.prototype.onAdd=function(e){var n;return this._map=e,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),n=this._setupUI,void 0!==za?n(za):void 0!==t.window.navigator.permissions?t.window.navigator.permissions.query({name:\"geolocation\"}).then((function(t){n(za=\"denied\"!==t.state)})):n(za=!!t.window.navigator.geolocation),this._container},n.prototype.onRemove=function(){void 0!==this._geolocationWatchID&&(t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0),this.options.showUserLocation&&this._userLocationDotMarker&&this._userLocationDotMarker.remove(),this.options.showAccuracyCircle&&this._accuracyCircleMarker&&this._accuracyCircleMarker.remove(),r.remove(this._container),this._map.off(\"zoom\",this._onZoom),this._map=void 0,Ra=0,Fa=!1},n.prototype._isOutOfMapMaxBounds=function(t){var e=this._map.getMaxBounds(),r=t.coords;return e&&(r.longitude<e.getWest()||r.longitude>e.getEast()||r.latitude<e.getSouth()||r.latitude>e.getNorth())},n.prototype._setErrorState=function(){switch(this._watchState){case\"WAITING_ACTIVE\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"ACTIVE_LOCK\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\");break;case\"BACKGROUND\":this._watchState=\"BACKGROUND_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\")}},n.prototype._onSuccess=function(e){if(this._map){if(this._isOutOfMapMaxBounds(e))return this._setErrorState(),this.fire(new t.Event(\"outofmaxbounds\",e)),this._updateMarker(),void this._finish();if(this.options.trackUserLocation)switch(this._lastKnownPosition=e,this._watchState){case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"BACKGROUND\":case\"BACKGROUND_ERROR\":this._watchState=\"BACKGROUND\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\")}this.options.showUserLocation&&\"OFF\"!==this._watchState&&this._updateMarker(e),this.options.trackUserLocation&&\"ACTIVE_LOCK\"!==this._watchState||this._updateCamera(e),this.options.showUserLocation&&this._dotElement.classList.remove(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"geolocate\",e)),this._finish()}},n.prototype._updateCamera=function(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude),n=e.coords.accuracy,a=this._map.getBearing(),i=t.extend({bearing:a},this.options.fitBoundsOptions);this._map.fitBounds(r.toBounds(n),i,{geolocateSource:!0})},n.prototype._updateMarker=function(e){if(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude);this._accuracyCircleMarker.setLngLat(r).addTo(this._map),this._userLocationDotMarker.setLngLat(r).addTo(this._map),this._accuracy=e.coords.accuracy,this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()}else this._userLocationDotMarker.remove(),this._accuracyCircleMarker.remove()},n.prototype._updateCircleRadius=function(){var t=this._map._container.clientHeight/2,e=this._map.unproject([0,t]),r=this._map.unproject([1,t]),n=e.distanceTo(r),a=Math.ceil(2*this._accuracy/n);this._circleElement.style.width=a+\"px\",this._circleElement.style.height=a+\"px\"},n.prototype._onZoom=function(){this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()},n.prototype._onError=function(e){if(this._map){if(this.options.trackUserLocation)if(1===e.code){this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.disabled=!0;var r=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.title=r,this._geolocateButton.setAttribute(\"aria-label\",r),void 0!==this._geolocationWatchID&&this._clearWatch()}else{if(3===e.code&&Fa)return;this._setErrorState()}\"OFF\"!==this._watchState&&this.options.showUserLocation&&this._dotElement.classList.add(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"error\",e)),this._finish()}},n.prototype._finish=function(){this._timeoutId&&clearTimeout(this._timeoutId),this._timeoutId=void 0},n.prototype._setupUI=function(e){var n=this;if(this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this._geolocateButton=r.create(\"button\",\"mapboxgl-ctrl-geolocate\",this._container),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._geolocateButton).setAttribute(\"aria-hidden\",!0),this._geolocateButton.type=\"button\",!1===e){t.warnOnce(\"Geolocation support is not available so the GeolocateControl will be disabled.\");var a=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.disabled=!0,this._geolocateButton.title=a,this._geolocateButton.setAttribute(\"aria-label\",a)}else{var i=this._map._getUIString(\"GeolocateControl.FindMyLocation\");this._geolocateButton.title=i,this._geolocateButton.setAttribute(\"aria-label\",i)}this.options.trackUserLocation&&(this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this._watchState=\"OFF\"),this.options.showUserLocation&&(this._dotElement=r.create(\"div\",\"mapboxgl-user-location-dot\"),this._userLocationDotMarker=new Oa(this._dotElement),this._circleElement=r.create(\"div\",\"mapboxgl-user-location-accuracy-circle\"),this._accuracyCircleMarker=new Oa({element:this._circleElement,pitchAlignment:\"map\"}),this.options.trackUserLocation&&(this._watchState=\"OFF\"),this._map.on(\"zoom\",this._onZoom)),this._geolocateButton.addEventListener(\"click\",this.trigger.bind(this)),this._setup=!0,this.options.trackUserLocation&&this._map.on(\"movestart\",(function(e){e.geolocateSource||\"ACTIVE_LOCK\"!==n._watchState||e.originalEvent&&\"resize\"===e.originalEvent.type||(n._watchState=\"BACKGROUND\",n._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\"),n._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),n.fire(new t.Event(\"trackuserlocationend\")))}))},n.prototype.trigger=function(){if(!this._setup)return t.warnOnce(\"Geolocate control triggered before added to a map\"),!1;if(this.options.trackUserLocation){switch(this._watchState){case\"OFF\":this._watchState=\"WAITING_ACTIVE\",this.fire(new t.Event(\"trackuserlocationstart\"));break;case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":case\"BACKGROUND_ERROR\":Ra--,Fa=!1,this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this.fire(new t.Event(\"trackuserlocationend\"));break;case\"BACKGROUND\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._lastKnownPosition&&this._updateCamera(this._lastKnownPosition),this.fire(new t.Event(\"trackuserlocationstart\"))}switch(this._watchState){case\"WAITING_ACTIVE\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_LOCK\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"BACKGROUND\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\");break;case\"BACKGROUND_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\")}if(\"OFF\"===this._watchState&&void 0!==this._geolocationWatchID)this._clearWatch();else if(void 0===this._geolocationWatchID){var e;this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"true\"),++Ra>1?(e={maximumAge:6e5,timeout:0},Fa=!0):(e=this.options.positionOptions,Fa=!1),this._geolocationWatchID=t.window.navigator.geolocation.watchPosition(this._onSuccess,this._onError,e)}}else t.window.navigator.geolocation.getCurrentPosition(this._onSuccess,this._onError,this.options.positionOptions),this._timeoutId=setTimeout(this._finish,1e4);return!0},n.prototype._clearWatch=function(){t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0,this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this.options.showUserLocation&&this._updateMarker(null)},n}(t.Evented),Na={maxWidth:100,unit:\"metric\"},ja=function(e){this.options=t.extend({},Na,e),t.bindAll([\"_onMove\",\"setUnit\"],this)};function Ua(t,e,r){var n=r&&r.maxWidth||100,a=t._container.clientHeight/2,i=t.unproject([0,a]),o=t.unproject([n,a]),s=i.distanceTo(o);if(r&&\"imperial\"===r.unit){var l=3.2808*s;l>5280?Va(e,n,l/5280,t._getUIString(\"ScaleControl.Miles\")):Va(e,n,l,t._getUIString(\"ScaleControl.Feet\"))}else r&&\"nautical\"===r.unit?Va(e,n,s/1852,t._getUIString(\"ScaleControl.NauticalMiles\")):s>=1e3?Va(e,n,s/1e3,t._getUIString(\"ScaleControl.Kilometers\")):Va(e,n,s,t._getUIString(\"ScaleControl.Meters\"))}function Va(t,e,r,n){var a,i,o,s=(a=r,(i=Math.pow(10,(\"\"+Math.floor(a)).length-1))*(o=(o=a/i)>=10?10:o>=5?5:o>=3?3:o>=2?2:o>=1?1:function(t){var e=Math.pow(10,Math.ceil(-Math.log(t)/Math.LN10));return Math.round(t*e)/e}(o)));t.style.width=e*(s/r)+\"px\",t.innerHTML=s+\"&nbsp;\"+n}ja.prototype.getDefaultPosition=function(){return\"bottom-left\"},ja.prototype._onMove=function(){Ua(this._map,this._container,this.options)},ja.prototype.onAdd=function(t){return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-scale\",t.getContainer()),this._map.on(\"move\",this._onMove),this._onMove(),this._container},ja.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"move\",this._onMove),this._map=void 0},ja.prototype.setUnit=function(t){this.options.unit=t,Ua(this._map,this._container,this.options)};var qa=function(e){this._fullscreen=!1,e&&e.container&&(e.container instanceof t.window.HTMLElement?this._container=e.container:t.warnOnce(\"Full screen control 'container' must be a DOM element.\")),t.bindAll([\"_onClickFullscreen\",\"_changeIcon\"],this),\"onfullscreenchange\"in t.window.document?this._fullscreenchange=\"fullscreenchange\":\"onmozfullscreenchange\"in t.window.document?this._fullscreenchange=\"mozfullscreenchange\":\"onwebkitfullscreenchange\"in t.window.document?this._fullscreenchange=\"webkitfullscreenchange\":\"onmsfullscreenchange\"in t.window.document&&(this._fullscreenchange=\"MSFullscreenChange\")};qa.prototype.onAdd=function(e){return this._map=e,this._container||(this._container=this._map.getContainer()),this._controlContainer=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._checkFullscreenSupport()?this._setupUI():(this._controlContainer.style.display=\"none\",t.warnOnce(\"This device does not support fullscreen mode.\")),this._controlContainer},qa.prototype.onRemove=function(){r.remove(this._controlContainer),this._map=null,t.window.document.removeEventListener(this._fullscreenchange,this._changeIcon)},qa.prototype._checkFullscreenSupport=function(){return!!(t.window.document.fullscreenEnabled||t.window.document.mozFullScreenEnabled||t.window.document.msFullscreenEnabled||t.window.document.webkitFullscreenEnabled)},qa.prototype._setupUI=function(){var e=this._fullscreenButton=r.create(\"button\",\"mapboxgl-ctrl-fullscreen\",this._controlContainer);r.create(\"span\",\"mapboxgl-ctrl-icon\",e).setAttribute(\"aria-hidden\",!0),e.type=\"button\",this._updateTitle(),this._fullscreenButton.addEventListener(\"click\",this._onClickFullscreen),t.window.document.addEventListener(this._fullscreenchange,this._changeIcon)},qa.prototype._updateTitle=function(){var t=this._getTitle();this._fullscreenButton.setAttribute(\"aria-label\",t),this._fullscreenButton.title=t},qa.prototype._getTitle=function(){return this._map._getUIString(this._isFullscreen()?\"FullscreenControl.Exit\":\"FullscreenControl.Enter\")},qa.prototype._isFullscreen=function(){return this._fullscreen},qa.prototype._changeIcon=function(){(t.window.document.fullscreenElement||t.window.document.mozFullScreenElement||t.window.document.webkitFullscreenElement||t.window.document.msFullscreenElement)===this._container!==this._fullscreen&&(this._fullscreen=!this._fullscreen,this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-shrink\"),this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-fullscreen\"),this._updateTitle())},qa.prototype._onClickFullscreen=function(){this._isFullscreen()?t.window.document.exitFullscreen?t.window.document.exitFullscreen():t.window.document.mozCancelFullScreen?t.window.document.mozCancelFullScreen():t.window.document.msExitFullscreen?t.window.document.msExitFullscreen():t.window.document.webkitCancelFullScreen&&t.window.document.webkitCancelFullScreen():this._container.requestFullscreen?this._container.requestFullscreen():this._container.mozRequestFullScreen?this._container.mozRequestFullScreen():this._container.msRequestFullscreen?this._container.msRequestFullscreen():this._container.webkitRequestFullscreen&&this._container.webkitRequestFullscreen()};var Ha={closeButton:!0,closeOnClick:!0,className:\"\",maxWidth:\"240px\"},Ga=function(e){function n(r){e.call(this),this.options=t.extend(Object.create(Ha),r),t.bindAll([\"_update\",\"_onClose\",\"remove\",\"_onMouseMove\",\"_onMouseUp\",\"_onDrag\"],this)}return e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n,n.prototype.addTo=function(e){return this._map&&this.remove(),this._map=e,this.options.closeOnClick&&this._map.on(\"click\",this._onClose),this.options.closeOnMove&&this._map.on(\"move\",this._onClose),this._map.on(\"remove\",this.remove),this._update(),this._trackPointer?(this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"mouseup\",this._onMouseUp),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")):this._map.on(\"move\",this._update),this.fire(new t.Event(\"open\")),this},n.prototype.isOpen=function(){return!!this._map},n.prototype.remove=function(){return this._content&&r.remove(this._content),this._container&&(r.remove(this._container),delete this._container),this._map&&(this._map.off(\"move\",this._update),this._map.off(\"move\",this._onClose),this._map.off(\"click\",this._onClose),this._map.off(\"remove\",this.remove),this._map.off(\"mousemove\",this._onMouseMove),this._map.off(\"mouseup\",this._onMouseUp),this._map.off(\"drag\",this._onDrag),delete this._map),this.fire(new t.Event(\"close\")),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._trackPointer=!1,this._update(),this._map&&(this._map.on(\"move\",this._update),this._map.off(\"mousemove\",this._onMouseMove),this._container&&this._container.classList.remove(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.remove(\"mapboxgl-track-pointer\")),this},n.prototype.trackPointer=function(){return this._trackPointer=!0,this._pos=null,this._update(),this._map&&(this._map.off(\"move\",this._update),this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"drag\",this._onDrag),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")),this},n.prototype.getElement=function(){return this._container},n.prototype.setText=function(e){return this.setDOMContent(t.window.document.createTextNode(e))},n.prototype.setHTML=function(e){var r,n=t.window.document.createDocumentFragment(),a=t.window.document.createElement(\"body\");for(a.innerHTML=e;r=a.firstChild;)n.appendChild(r);return this.setDOMContent(n)},n.prototype.getMaxWidth=function(){return this._container&&this._container.style.maxWidth},n.prototype.setMaxWidth=function(t){return this.options.maxWidth=t,this._update(),this},n.prototype.setDOMContent=function(t){return this._createContent(),this._content.appendChild(t),this._update(),this},n.prototype.addClassName=function(t){this._container&&this._container.classList.add(t)},n.prototype.removeClassName=function(t){this._container&&this._container.classList.remove(t)},n.prototype.toggleClassName=function(t){if(this._container)return this._container.classList.toggle(t)},n.prototype._createContent=function(){this._content&&r.remove(this._content),this._content=r.create(\"div\",\"mapboxgl-popup-content\",this._container),this.options.closeButton&&(this._closeButton=r.create(\"button\",\"mapboxgl-popup-close-button\",this._content),this._closeButton.type=\"button\",this._closeButton.setAttribute(\"aria-label\",\"Close popup\"),this._closeButton.innerHTML=\"&#215;\",this._closeButton.addEventListener(\"click\",this._onClose))},n.prototype._onMouseUp=function(t){this._update(t.point)},n.prototype._onMouseMove=function(t){this._update(t.point)},n.prototype._onDrag=function(t){this._update(t.point)},n.prototype._update=function(e){var n=this;if(this._map&&(this._lngLat||this._trackPointer)&&this._content&&(this._container||(this._container=r.create(\"div\",\"mapboxgl-popup\",this._map.getContainer()),this._tip=r.create(\"div\",\"mapboxgl-popup-tip\",this._container),this._container.appendChild(this._content),this.options.className&&this.options.className.split(\" \").forEach((function(t){return n._container.classList.add(t)})),this._trackPointer&&this._container.classList.add(\"mapboxgl-popup-track-pointer\")),this.options.maxWidth&&this._container.style.maxWidth!==this.options.maxWidth&&(this._container.style.maxWidth=this.options.maxWidth),this._map.transform.renderWorldCopies&&!this._trackPointer&&(this._lngLat=La(this._lngLat,this._pos,this._map.transform)),!this._trackPointer||e)){var a=this._pos=this._trackPointer&&e?e:this._map.project(this._lngLat),i=this.options.anchor,o=function e(r){if(r){if(\"number\"==typeof r){var n=Math.round(Math.sqrt(.5*Math.pow(r,2)));return{center:new t.Point(0,0),top:new t.Point(0,r),\"top-left\":new t.Point(n,n),\"top-right\":new t.Point(-n,n),bottom:new t.Point(0,-r),\"bottom-left\":new t.Point(n,-n),\"bottom-right\":new t.Point(-n,-n),left:new t.Point(r,0),right:new t.Point(-r,0)}}if(r instanceof t.Point||Array.isArray(r)){var a=t.Point.convert(r);return{center:a,top:a,\"top-left\":a,\"top-right\":a,bottom:a,\"bottom-left\":a,\"bottom-right\":a,left:a,right:a}}return{center:t.Point.convert(r.center||[0,0]),top:t.Point.convert(r.top||[0,0]),\"top-left\":t.Point.convert(r[\"top-left\"]||[0,0]),\"top-right\":t.Point.convert(r[\"top-right\"]||[0,0]),bottom:t.Point.convert(r.bottom||[0,0]),\"bottom-left\":t.Point.convert(r[\"bottom-left\"]||[0,0]),\"bottom-right\":t.Point.convert(r[\"bottom-right\"]||[0,0]),left:t.Point.convert(r.left||[0,0]),right:t.Point.convert(r.right||[0,0])}}return e(new t.Point(0,0))}(this.options.offset);if(!i){var s,l=this._container.offsetWidth,c=this._container.offsetHeight;s=a.y+o.bottom.y<c?[\"top\"]:a.y>this._map.transform.height-c?[\"bottom\"]:[],a.x<l/2?s.push(\"left\"):a.x>this._map.transform.width-l/2&&s.push(\"right\"),i=0===s.length?\"bottom\":s.join(\"-\")}var u=a.add(o[i]).round();r.setTransform(this._container,Pa[i]+\" translate(\"+u.x+\"px,\"+u.y+\"px)\"),Ia(this._container,i,\"popup\")}},n.prototype._onClose=function(){this.remove()},n}(t.Evented),Ya={version:t.version,supported:e,setRTLTextPlugin:t.setRTLTextPlugin,getRTLTextPluginStatus:t.getRTLTextPluginStatus,Map:Ma,NavigationControl:Ea,GeolocateControl:Ba,AttributionControl:va,ScaleControl:ja,FullscreenControl:qa,Popup:Ga,Marker:Oa,Style:qe,LngLat:t.LngLat,LngLatBounds:t.LngLatBounds,Point:t.Point,MercatorCoordinate:t.MercatorCoordinate,Evented:t.Evented,config:t.config,prewarm:function(){Bt().acquire(Ot)},clearPrewarmedResources:function(){var t=Rt;t&&(t.isPreloaded()&&1===t.numActive()?(t.release(Ot),Rt=null):console.warn(\"Could not clear WebWorkers since there are active Map instances that still reference it. The pre-warmed WebWorker pool can only be cleared when all map instances have been removed with map.remove()\"))},get accessToken(){return t.config.ACCESS_TOKEN},set accessToken(e){t.config.ACCESS_TOKEN=e},get baseApiUrl(){return t.config.API_URL},set baseApiUrl(e){t.config.API_URL=e},get workerCount(){return Dt.workerCount},set workerCount(t){Dt.workerCount=t},get maxParallelImageRequests(){return t.config.MAX_PARALLEL_IMAGE_REQUESTS},set maxParallelImageRequests(e){t.config.MAX_PARALLEL_IMAGE_REQUESTS=e},clearStorage:function(e){t.clearTileCache(e)},workerUrl:\"\"};return Ya})),r}))},{}],431:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=1<<t+1,r=new Array(e),n=0;n<e;++n)r[n]=i(t,n);return r};var n=t(\"convex-hull\");function a(t,e,r){for(var n=new Array(t),a=0;a<t;++a)n[a]=0,a===e&&(n[a]+=.5),a===r&&(n[a]+=.5);return n}function i(t,e){if(0===e||e===(1<<t+1)-1)return[];for(var r=[],i=[],o=0;o<=t;++o)if(e&1<<o){r.push(a(t,o-1,o-1)),i.push(null);for(var s=0;s<=t;++s)~e&1<<s&&(r.push(a(t,o-1,s-1)),i.push([o,s]))}var l=n(r),c=[];t:for(o=0;o<l.length;++o){var u=l[o],h=[];for(s=0;s<u.length;++s){if(!i[u[s]])continue t;h.push(i[u[s]].slice())}c.push(h)}return c}},{\"convex-hull\":132}],432:[function(t,e,r){var n=t(\"./normalize\"),a=t(\"gl-mat4/create\"),i=t(\"gl-mat4/clone\"),o=t(\"gl-mat4/determinant\"),s=t(\"gl-mat4/invert\"),l=t(\"gl-mat4/transpose\"),c={length:t(\"gl-vec3/length\"),normalize:t(\"gl-vec3/normalize\"),dot:t(\"gl-vec3/dot\"),cross:t(\"gl-vec3/cross\")},u=a(),h=a(),f=[0,0,0,0],p=[[0,0,0],[0,0,0],[0,0,0]],d=[0,0,0];function g(t,e,r,n,a){t[0]=e[0]*n+r[0]*a,t[1]=e[1]*n+r[1]*a,t[2]=e[2]*n+r[2]*a}e.exports=function(t,e,r,a,m,v){if(e||(e=[0,0,0]),r||(r=[0,0,0]),a||(a=[0,0,0]),m||(m=[0,0,0,1]),v||(v=[0,0,0,1]),!n(u,t))return!1;if(i(h,u),h[3]=0,h[7]=0,h[11]=0,h[15]=1,Math.abs(o(h)<1e-8))return!1;var y,x,b,_,w,T,k,M=u[3],A=u[7],S=u[11],E=u[12],C=u[13],L=u[14],P=u[15];if(0!==M||0!==A||0!==S){if(f[0]=M,f[1]=A,f[2]=S,f[3]=P,!s(h,h))return!1;l(h,h),y=m,b=h,_=(x=f)[0],w=x[1],T=x[2],k=x[3],y[0]=b[0]*_+b[4]*w+b[8]*T+b[12]*k,y[1]=b[1]*_+b[5]*w+b[9]*T+b[13]*k,y[2]=b[2]*_+b[6]*w+b[10]*T+b[14]*k,y[3]=b[3]*_+b[7]*w+b[11]*T+b[15]*k}else m[0]=m[1]=m[2]=0,m[3]=1;if(e[0]=E,e[1]=C,e[2]=L,function(t,e){t[0][0]=e[0],t[0][1]=e[1],t[0][2]=e[2],t[1][0]=e[4],t[1][1]=e[5],t[1][2]=e[6],t[2][0]=e[8],t[2][1]=e[9],t[2][2]=e[10]}(p,u),r[0]=c.length(p[0]),c.normalize(p[0],p[0]),a[0]=c.dot(p[0],p[1]),g(p[1],p[1],p[0],1,-a[0]),r[1]=c.length(p[1]),c.normalize(p[1],p[1]),a[0]/=r[1],a[1]=c.dot(p[0],p[2]),g(p[2],p[2],p[0],1,-a[1]),a[2]=c.dot(p[1],p[2]),g(p[2],p[2],p[1],1,-a[2]),r[2]=c.length(p[2]),c.normalize(p[2],p[2]),a[1]/=r[2],a[2]/=r[2],c.cross(d,p[1],p[2]),c.dot(p[0],d)<0)for(var I=0;I<3;I++)r[I]*=-1,p[I][0]*=-1,p[I][1]*=-1,p[I][2]*=-1;return v[0]=.5*Math.sqrt(Math.max(1+p[0][0]-p[1][1]-p[2][2],0)),v[1]=.5*Math.sqrt(Math.max(1-p[0][0]+p[1][1]-p[2][2],0)),v[2]=.5*Math.sqrt(Math.max(1-p[0][0]-p[1][1]+p[2][2],0)),v[3]=.5*Math.sqrt(Math.max(1+p[0][0]+p[1][1]+p[2][2],0)),p[2][1]>p[1][2]&&(v[0]=-v[0]),p[0][2]>p[2][0]&&(v[1]=-v[1]),p[1][0]>p[0][1]&&(v[2]=-v[2]),!0}},{\"./normalize\":433,\"gl-mat4/clone\":270,\"gl-mat4/create\":271,\"gl-mat4/determinant\":272,\"gl-mat4/invert\":276,\"gl-mat4/transpose\":287,\"gl-vec3/cross\":338,\"gl-vec3/dot\":343,\"gl-vec3/length\":353,\"gl-vec3/normalize\":360}],433:[function(t,e,r){e.exports=function(t,e){var r=e[15];if(0===r)return!1;for(var n=1/r,a=0;a<16;a++)t[a]=e[a]*n;return!0}},{}],434:[function(t,e,r){var n=t(\"gl-vec3/lerp\"),a=t(\"mat4-recompose\"),i=t(\"mat4-decompose\"),o=t(\"gl-mat4/determinant\"),s=t(\"quat-slerp\"),l=h(),c=h(),u=h();function h(){return{translate:f(),scale:f(1),skew:f(),perspective:[0,0,0,1],quaternion:[0,0,0,1]}}function f(t){return[t||0,t||0,t||0]}e.exports=function(t,e,r,h){if(0===o(e)||0===o(r))return!1;var f=i(e,l.translate,l.scale,l.skew,l.perspective,l.quaternion),p=i(r,c.translate,c.scale,c.skew,c.perspective,c.quaternion);return!(!f||!p)&&(n(u.translate,l.translate,c.translate,h),n(u.skew,l.skew,c.skew,h),n(u.scale,l.scale,c.scale,h),n(u.perspective,l.perspective,c.perspective,h),s(u.quaternion,l.quaternion,c.quaternion,h),a(t,u.translate,u.scale,u.skew,u.perspective,u.quaternion),!0)}},{\"gl-mat4/determinant\":272,\"gl-vec3/lerp\":354,\"mat4-decompose\":432,\"mat4-recompose\":435,\"quat-slerp\":488}],435:[function(t,e,r){var n={identity:t(\"gl-mat4/identity\"),translate:t(\"gl-mat4/translate\"),multiply:t(\"gl-mat4/multiply\"),create:t(\"gl-mat4/create\"),scale:t(\"gl-mat4/scale\"),fromRotationTranslation:t(\"gl-mat4/fromRotationTranslation\")},a=(n.create(),n.create());e.exports=function(t,e,r,i,o,s){return n.identity(t),n.fromRotationTranslation(t,s,e),t[3]=o[0],t[7]=o[1],t[11]=o[2],t[15]=o[3],n.identity(a),0!==i[2]&&(a[9]=i[2],n.multiply(t,t,a)),0!==i[1]&&(a[9]=0,a[8]=i[1],n.multiply(t,t,a)),0!==i[0]&&(a[8]=0,a[4]=i[0],n.multiply(t,t,a)),n.scale(t,t,r),t}},{\"gl-mat4/create\":271,\"gl-mat4/fromRotationTranslation\":274,\"gl-mat4/identity\":275,\"gl-mat4/multiply\":278,\"gl-mat4/scale\":285,\"gl-mat4/translate\":286}],436:[function(t,e,r){\"use strict\";e.exports=Math.log2||function(t){return Math.log(t)*Math.LOG2E}},{}],437:[function(t,e,r){\"use strict\";var n=t(\"binary-search-bounds\"),a=t(\"mat4-interpolate\"),i=t(\"gl-mat4/invert\"),o=t(\"gl-mat4/rotateX\"),s=t(\"gl-mat4/rotateY\"),l=t(\"gl-mat4/rotateZ\"),c=t(\"gl-mat4/lookAt\"),u=t(\"gl-mat4/translate\"),h=(t(\"gl-mat4/scale\"),t(\"gl-vec3/normalize\")),f=[0,0,0];function p(t){this._components=t.slice(),this._time=[0],this.prevMatrix=t.slice(),this.nextMatrix=t.slice(),this.computedMatrix=t.slice(),this.computedInverse=t.slice(),this.computedEye=[0,0,0],this.computedUp=[0,0,0],this.computedCenter=[0,0,0],this.computedRadius=[0],this._limits=[-1/0,1/0]}e.exports=function(t){return new p((t=t||{}).matrix||[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1])};var d=p.prototype;d.recalcMatrix=function(t){var e=this._time,r=n.le(e,t),o=this.computedMatrix;if(!(r<0)){var s=this._components;if(r===e.length-1)for(var l=16*r,c=0;c<16;++c)o[c]=s[l++];else{var u=e[r+1]-e[r],f=(l=16*r,this.prevMatrix),p=!0;for(c=0;c<16;++c)f[c]=s[l++];var d=this.nextMatrix;for(c=0;c<16;++c)d[c]=s[l++],p=p&&f[c]===d[c];if(u<1e-6||p)for(c=0;c<16;++c)o[c]=f[c];else a(o,f,d,(t-e[r])/u)}var g=this.computedUp;g[0]=o[1],g[1]=o[5],g[2]=o[9],h(g,g);var m=this.computedInverse;i(m,o);var v=this.computedEye,y=m[15];v[0]=m[12]/y,v[1]=m[13]/y,v[2]=m[14]/y;var x=this.computedCenter,b=Math.exp(this.computedRadius[0]);for(c=0;c<3;++c)x[c]=v[c]-o[2+4*c]*b}},d.idle=function(t){if(!(t<this.lastT())){for(var e=this._components,r=e.length-16,n=0;n<16;++n)e.push(e[r++]);this._time.push(t)}},d.flush=function(t){var e=n.gt(this._time,t)-2;e<0||(this._time.splice(0,e),this._components.splice(0,16*e))},d.lastT=function(){return this._time[this._time.length-1]},d.lookAt=function(t,e,r,n){this.recalcMatrix(t),e=e||this.computedEye,r=r||f,n=n||this.computedUp,this.setMatrix(t,c(this.computedMatrix,e,r,n));for(var a=0,i=0;i<3;++i)a+=Math.pow(r[i]-e[i],2);a=Math.log(Math.sqrt(a)),this.computedRadius[0]=a},d.rotate=function(t,e,r,n){this.recalcMatrix(t);var a=this.computedInverse;e&&s(a,a,e),r&&o(a,a,r),n&&l(a,a,n),this.setMatrix(t,i(this.computedMatrix,a))};var g=[0,0,0];d.pan=function(t,e,r,n){g[0]=-(e||0),g[1]=-(r||0),g[2]=-(n||0),this.recalcMatrix(t);var 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+       "/*\n",
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+       "(c) Sindre Sorhus\n",
+       "@license MIT\n",
+       "*/\n",
+       "\"use strict\";var n=Object.getOwnPropertySymbols,a=Object.prototype.hasOwnProperty,i=Object.prototype.propertyIsEnumerable;function o(t){if(null==t)throw new TypeError(\"Object.assign cannot be called with null or undefined\");return Object(t)}e.exports=function(){try{if(!Object.assign)return!1;var t=new String(\"abc\");if(t[5]=\"de\",\"5\"===Object.getOwnPropertyNames(t)[0])return!1;for(var e={},r=0;r<10;r++)e[\"_\"+String.fromCharCode(r)]=r;if(\"0123456789\"!==Object.getOwnPropertyNames(e).map((function(t){return e[t]})).join(\"\"))return!1;var n={};return\"abcdefghijklmnopqrst\".split(\"\").forEach((function(t){n[t]=t})),\"abcdefghijklmnopqrst\"===Object.keys(Object.assign({},n)).join(\"\")}catch(t){return!1}}()?Object.assign:function(t,e){for(var r,s,l=o(t),c=1;c<arguments.length;c++){for(var u in r=Object(arguments[c]))a.call(r,u)&&(l[u]=r[u]);if(n){s=n(r);for(var h=0;h<s.length;h++)i.call(r,s[h])&&(l[s[h]]=r[s[h]])}}return l}},{}],460:[function(t,e,r){\"use 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a=this.computedMatrix,i=a[0],o=a[4],s=a[8],u=a[1],h=a[5],f=a[9],p=a[2],d=a[6],g=a[10],m=e*i+r*u,v=e*o+r*h,y=e*s+r*f,x=-(d*y-g*v),b=-(g*m-p*y),_=-(p*v-d*m),w=Math.sqrt(Math.max(0,1-Math.pow(x,2)-Math.pow(b,2)-Math.pow(_,2))),T=c(x,b,_,w);T>1e-6?(x/=T,b/=T,_/=T,w/=T):(x=b=_=0,w=1);var k=this.computedRotation,M=k[0],A=k[1],S=k[2],E=k[3],C=M*w+E*x+A*_-S*b,L=A*w+E*b+S*x-M*_,P=S*w+E*_+M*b-A*x,I=E*w-M*x-A*b-S*_;if(n){x=p,b=d,_=g;var z=Math.sin(n)/l(x,b,_);x*=z,b*=z,_*=z,I=I*(w=Math.cos(e))-(C=C*w+I*x+L*_-P*b)*x-(L=L*w+I*b+P*x-C*_)*b-(P=P*w+I*_+C*b-L*x)*_}var O=c(C,L,P,I);O>1e-6?(C/=O,L/=O,P/=O,I/=O):(C=L=P=0,I=1),this.rotation.set(t,C,L,P,I)},f.lookAt=function(t,e,r,n){this.recalcMatrix(t),r=r||this.computedCenter,e=e||this.computedEye,n=n||this.computedUp;var i=this.computedMatrix;a(i,e,r,n);var o=this.computedRotation;s(o,i[0],i[1],i[2],i[4],i[5],i[6],i[8],i[9],i[10]),u(o,o),this.rotation.set(t,o[0],o[1],o[2],o[3]);for(var l=0,c=0;c<3;++c)l+=Math.pow(r[c]-e[c],2);this.radius.set(t,.5*Math.log(Math.max(l,1e-6))),this.center.set(t,r[0],r[1],r[2])},f.translate=function(t,e,r,n){this.center.move(t,e||0,r||0,n||0)},f.setMatrix=function(t,e){var r=this.computedRotation;s(r,e[0],e[1],e[2],e[4],e[5],e[6],e[8],e[9],e[10]),u(r,r),this.rotation.set(t,r[0],r[1],r[2],r[3]);var n=this.computedMatrix;o(n,e);var a=n[15];if(Math.abs(a)>1e-6){var i=n[12]/a,l=n[13]/a,c=n[14]/a;this.recalcMatrix(t);var h=Math.exp(this.computedRadius[0]);this.center.set(t,i-n[2]*h,l-n[6]*h,c-n[10]*h),this.radius.idle(t)}else this.center.idle(t),this.radius.idle(t)},f.setDistance=function(t,e){e>0&&this.radius.set(t,Math.log(e))},f.setDistanceLimits=function(t,e){t=t>0?Math.log(t):-1/0,e=e>0?Math.log(e):1/0,e=Math.max(e,t),this.radius.bounds[0][0]=t,this.radius.bounds[1][0]=e},f.getDistanceLimits=function(t){var e=this.radius.bounds;return 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+       "/*!\n",
+       " * pad-left <https://github.com/jonschlinkert/pad-left>\n",
+       " *\n",
+       " * Copyright (c) 2014-2015, Jon Schlinkert.\n",
+       " * Licensed under the MIT license.\n",
+       " */\n",
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+       "/*\n",
+       " * @copyright 2016 Sean Connelly (@voidqk), http://syntheti.cc\n",
+       " * @license MIT\n",
+       " * @preserve Project Home: https://github.com/voidqk/polybooljs\n",
+       " */\n",
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16*e.offset},divisor:1},direction:{buffer:m,stride:24,offset:0},lineOffset:{buffer:m,stride:24,offset:8},capOffset:{buffer:m,stride:24,offset:16}},primitive:\"triangles\",blend:{enable:!0,color:[0,0,0,0],equation:{rgb:\"add\",alpha:\"add\"},func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},depth:{enable:!1},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\"),stencil:!1,instances:t.prop(\"count\"),count:f.length}),s(b,{update:T,draw:_,destroy:k,regl:t,gl:v,canvas:v.canvas,groups:x}),b;function b(t){t?T(t):null===t&&k(),_()}function _(e){if(\"number\"==typeof e)return w(e);e&&!Array.isArray(e)&&(e=[e]),t._refresh(),x.forEach((function(t,r){t&&(e&&(e[r]?t.draw=!0:t.draw=!1),t.draw?w(r):t.draw=!0)}))}function w(t){\"number\"==typeof t&&(t=x[t]),null!=t&&t&&t.count&&t.color&&t.opacity&&t.positions&&t.positions.length>1&&(t.scaleRatio=[t.scale[0]*t.viewport.width,t.scale[1]*t.viewport.height],r(t),t.after&&t.after(t))}function T(t){if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var e=0,r=0;if(b.groups=x=t.map((function(t,c){var u=x[c];return t?(\"function\"==typeof t?t={after:t}:\"number\"==typeof t[0]&&(t={positions:t}),t=o(t,{color:\"color colors fill\",capSize:\"capSize cap capsize cap-size\",lineWidth:\"lineWidth line-width width line thickness\",opacity:\"opacity alpha\",range:\"range dataBox\",viewport:\"viewport viewBox\",errors:\"errors error\",positions:\"positions position data points\"}),u||(x[c]=u={id:c,scale:null,translate:null,scaleFract:null,translateFract:null,draw:!0},t=s({},y,t)),i(u,t,[{lineWidth:function(t){return.5*+t},capSize:function(t){return.5*+t},opacity:parseFloat,errors:function(t){return t=l(t),r+=t.length,t},positions:function(t,r){return t=l(t,\"float64\"),r.count=Math.floor(t.length/2),r.bounds=n(t,2),r.offset=e,e+=r.count,t}},{color:function(t,e){var r=e.count;if(t||(t=\"transparent\"),!Array.isArray(t)||\"number\"==typeof t[0]){var n=t;t=Array(r);for(var i=0;i<r;i++)t[i]=n}if(t.length<r)throw Error(\"Not enough colors\");for(var o=new Uint8Array(4*r),s=0;s<r;s++){var l=a(t[s],\"uint8\");o.set(l,4*s)}return o},range:function(t,e,r){var n=e.bounds;return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=h(e.scale),e.translateFract=h(e.translate),t},viewport:function(t){var e;return Array.isArray(t)?e={x:t[0],y:t[1],width:t[2]-t[0],height:t[3]-t[1]}:t?(e={x:t.x||t.left||0,y:t.y||t.top||0},t.right?e.width=t.right-e.x:e.width=t.w||t.width||0,t.bottom?e.height=t.bottom-e.y:e.height=t.h||t.height||0):e={x:0,y:0,width:v.drawingBufferWidth,height:v.drawingBufferHeight},e}}]),u):u})),e||r){var f=x.reduce((function(t,e,r){return t+(e?e.count:0)}),0),m=new Float64Array(2*f),_=new Uint8Array(4*f),w=new Float32Array(4*f);x.forEach((function(t,e){if(t){var r=t.positions,n=t.count,a=t.offset,i=t.color,o=t.errors;n&&(_.set(i,4*a),w.set(o,4*a),m.set(r,2*a))}})),c(u(m)),p(h(m)),d(_),g(w)}}}function k(){c.destroy(),p.destroy(),d.destroy(),g.destroy(),m.destroy()}};var f=[[1,0,0,1,0,0],[1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,1,0,0],[1,0,0,1,0,0],[1,0,-1,0,0,1],[1,0,-1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,1],[1,0,-1,0,0,1],[-1,0,-1,0,0,1],[-1,0,-1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,1],[-1,0,-1,0,0,1],[0,1,1,0,0,0],[0,1,-1,0,0,0],[0,-1,-1,0,0,0],[0,-1,-1,0,0,0],[0,1,1,0,0,0],[0,-1,1,0,0,0],[0,1,0,-1,1,0],[0,1,0,-1,-1,0],[0,1,0,1,-1,0],[0,1,0,1,1,0],[0,1,0,-1,1,0],[0,1,0,1,-1,0],[0,-1,0,-1,1,0],[0,-1,0,-1,-1,0],[0,-1,0,1,-1,0],[0,-1,0,1,1,0],[0,-1,0,-1,1,0],[0,-1,0,1,-1,0]]},{\"array-bounds\":68,\"color-normalize\":122,\"flatten-vertex-data\":240,\"object-assign\":459,\"pick-by-alias\":470,\"to-float32\":536,\"update-diff\":558}],496:[function(t,e,r){\"use strict\";var n=t(\"color-normalize\"),a=t(\"array-bounds\"),i=t(\"object-assign\"),o=t(\"glslify\"),s=t(\"pick-by-alias\"),l=t(\"flatten-vertex-data\"),c=t(\"earcut\"),u=t(\"array-normalize\"),h=t(\"to-float32\"),f=h.float32,p=h.fract32,d=t(\"es6-weak-map\"),g=t(\"parse-rect\");function m(t,e){if(!(this instanceof m))return new m(t,e);if(\"function\"==typeof t?(e||(e={}),e.regl=t):e=t,e.length&&(e.positions=e),!(t=e.regl).hasExtension(\"ANGLE_instanced_arrays\"))throw Error(\"regl-error2d: `ANGLE_instanced_arrays` extension should be enabled\");this.gl=t._gl,this.regl=t,this.passes=[],this.shaders=m.shaders.has(t)?m.shaders.get(t):m.shaders.set(t,m.createShaders(t)).get(t),this.update(e)}e.exports=m,m.dashMult=2,m.maxPatternLength=256,m.precisionThreshold=3e6,m.maxPoints=1e4,m.maxLines=2048,m.shaders=new d,m.createShaders=function(t){var e,r=t.buffer({usage:\"static\",type:\"float\",data:[0,1,0,0,1,1,1,0]}),n={primitive:\"triangle strip\",instances:t.prop(\"count\"),count:4,offset:0,uniforms:{miterMode:function(t,e){return\"round\"===e.join?2:1},miterLimit:t.prop(\"miterLimit\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),thickness:t.prop(\"thickness\"),dashPattern:t.prop(\"dashTexture\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),dashSize:t.prop(\"dashLength\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]},depth:t.prop(\"depth\")},blend:{enable:!0,color:[0,0,0,0],equation:{rgb:\"add\",alpha:\"add\"},func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},depth:{enable:function(t,e){return!e.overlay}},stencil:{enable:!1},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\")},a=t(i({vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, aCoordFract, bCoordFract;\\nattribute vec4 color;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvec2 project(vec2 position, vec2 positionFract, vec2 scale, vec2 scaleFract, vec2 translate, vec2 translateFract) {\\n\\t// the order is important\\n\\treturn position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n}\\n\\nvoid main() {\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineOffset = lineTop * 2. - 1.;\\n\\n\\tvec2 diff = (bCoord + bCoordFract - aCoord - aCoordFract);\\n\\ttangent = normalize(diff * scale * viewport.zw);\\n\\tvec2 normal = vec2(-tangent.y, tangent.x);\\n\\n\\tvec2 position = project(aCoord, aCoordFract, scale, scaleFract, translate, translateFract) * lineStart\\n\\t\\t+ project(bCoord, bCoordFract, scale, scaleFract, translate, translateFract) * lineEnd\\n\\n\\t\\t+ thickness * normal * .5 * lineOffset / viewport.zw;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D dashPattern;\\n\\nuniform float dashSize, pixelRatio, thickness, opacity, id;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvoid main() {\\n\\tfloat alpha = 1.;\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashSize) * .5 + .25;\\n\\tfloat dash = texture2D(dashPattern, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},aCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8,divisor:1},bCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:16,divisor:1},color:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1}}},n));try{e=t(i({cull:{enable:!0,face:\"back\"},vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, nextCoord, prevCoord;\\nattribute vec4 aColor, bColor;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, translate;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\nuniform float miterLimit, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 tangent;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nconst float REVERSE_THRESHOLD = -.875;\\nconst float MIN_DIFF = 1e-6;\\n\\n// TODO: possible optimizations: avoid overcalculating all for vertices and calc just one instead\\n// TODO: precalculate dot products, normalize things beforehead etc.\\n// TODO: refactor to rectangular algorithm\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nbool isNaN( float val ){\\n  return ( val < 0.0 || 0.0 < val || val == 0.0 ) ? false : true;\\n}\\n\\nvoid main() {\\n\\tvec2 aCoord = aCoord, bCoord = bCoord, prevCoord = prevCoord, nextCoord = nextCoord;\\n\\n  vec2 adjustedScale;\\n  adjustedScale.x = (abs(scale.x) < MIN_DIFF) ? MIN_DIFF : scale.x;\\n  adjustedScale.y = (abs(scale.y) < MIN_DIFF) ? MIN_DIFF : scale.y;\\n\\n  vec2 scaleRatio = adjustedScale * viewport.zw;\\n\\tvec2 normalWidth = thickness / scaleRatio;\\n\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineBot = 1. - lineTop;\\n\\n\\tfragColor = (lineStart * aColor + lineEnd * bColor) / 255.;\\n\\n\\tif (isNaN(aCoord.x) || isNaN(aCoord.y) || isNaN(bCoord.x) || isNaN(bCoord.y)) return;\\n\\n\\tif (aCoord == prevCoord) prevCoord = aCoord + normalize(bCoord - aCoord);\\n\\tif (bCoord == nextCoord) nextCoord = bCoord - normalize(bCoord - aCoord);\\n\\n\\tvec2 prevDiff = aCoord - prevCoord;\\n\\tvec2 currDiff = bCoord - aCoord;\\n\\tvec2 nextDiff = nextCoord - bCoord;\\n\\n\\tvec2 prevTangent = normalize(prevDiff * scaleRatio);\\n\\tvec2 currTangent = normalize(currDiff * scaleRatio);\\n\\tvec2 nextTangent = normalize(nextDiff * scaleRatio);\\n\\n\\tvec2 prevNormal = vec2(-prevTangent.y, prevTangent.x);\\n\\tvec2 currNormal = vec2(-currTangent.y, currTangent.x);\\n\\tvec2 nextNormal = vec2(-nextTangent.y, nextTangent.x);\\n\\n\\tvec2 startJoinDirection = normalize(prevTangent - currTangent);\\n\\tvec2 endJoinDirection = normalize(currTangent - nextTangent);\\n\\n\\t// collapsed/unidirectional segment cases\\n\\t// FIXME: there should be more elegant solution\\n\\tvec2 prevTanDiff = abs(prevTangent - currTangent);\\n\\tvec2 nextTanDiff = abs(nextTangent - currTangent);\\n\\tif (max(prevTanDiff.x, prevTanDiff.y) < MIN_DIFF) {\\n\\t\\tstartJoinDirection = currNormal;\\n\\t}\\n\\tif (max(nextTanDiff.x, nextTanDiff.y) < MIN_DIFF) {\\n\\t\\tendJoinDirection = currNormal;\\n\\t}\\n\\tif (aCoord == bCoord) {\\n\\t\\tendJoinDirection = startJoinDirection;\\n\\t\\tcurrNormal = prevNormal;\\n\\t\\tcurrTangent = prevTangent;\\n\\t}\\n\\n\\ttangent = currTangent;\\n\\n\\t//calculate join shifts relative to normals\\n\\tfloat startJoinShift = dot(currNormal, startJoinDirection);\\n\\tfloat endJoinShift = dot(currNormal, endJoinDirection);\\n\\n\\tfloat startMiterRatio = abs(1. / startJoinShift);\\n\\tfloat endMiterRatio = abs(1. / endJoinShift);\\n\\n\\tvec2 startJoin = startJoinDirection * startMiterRatio;\\n\\tvec2 endJoin = endJoinDirection * endMiterRatio;\\n\\n\\tvec2 startTopJoin, startBotJoin, endTopJoin, endBotJoin;\\n\\tstartTopJoin = sign(startJoinShift) * startJoin * .5;\\n\\tstartBotJoin = -startTopJoin;\\n\\n\\tendTopJoin = sign(endJoinShift) * endJoin * .5;\\n\\tendBotJoin = -endTopJoin;\\n\\n\\tvec2 aTopCoord = aCoord + normalWidth * startTopJoin;\\n\\tvec2 bTopCoord = bCoord + normalWidth * endTopJoin;\\n\\tvec2 aBotCoord = aCoord + normalWidth * startBotJoin;\\n\\tvec2 bBotCoord = bCoord + normalWidth * endBotJoin;\\n\\n\\t//miter anti-clipping\\n\\tfloat baClipping = distToLine(bCoord, aCoord, aBotCoord) / dot(normalize(normalWidth * endBotJoin), normalize(normalWidth.yx * vec2(-startBotJoin.y, startBotJoin.x)));\\n\\tfloat abClipping = distToLine(aCoord, bCoord, bTopCoord) / dot(normalize(normalWidth * startBotJoin), normalize(normalWidth.yx * vec2(-endBotJoin.y, endBotJoin.x)));\\n\\n\\t//prevent close to reverse direction switch\\n\\tbool prevReverse = dot(currTangent, prevTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, prevNormal)) * min(length(prevDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\tbool nextReverse = dot(currTangent, nextTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, nextNormal)) * min(length(nextDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\n\\tif (prevReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * startJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / startMiterRatio, 1.);\\n\\t\\taBotCoord = aCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\taTopCoord = aCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!nextReverse && baClipping > 0. && baClipping < length(normalWidth * endBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\tbTopCoord -= normalWidth * endTopJoin;\\n\\t\\tbTopCoord += normalize(endTopJoin * normalWidth) * baClipping;\\n\\t}\\n\\n\\tif (nextReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * endJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / endMiterRatio, 1.);\\n\\t\\tbBotCoord = bCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\tbTopCoord = bCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!prevReverse && abClipping > 0. && abClipping < length(normalWidth * startBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\taBotCoord -= normalWidth * startBotJoin;\\n\\t\\taBotCoord += normalize(startBotJoin * normalWidth) * abClipping;\\n\\t}\\n\\n\\tvec2 aTopPosition = (aTopCoord) * adjustedScale + translate;\\n\\tvec2 aBotPosition = (aBotCoord) * adjustedScale + translate;\\n\\n\\tvec2 bTopPosition = (bTopCoord) * adjustedScale + translate;\\n\\tvec2 bBotPosition = (bBotCoord) * adjustedScale + translate;\\n\\n\\t//position is normalized 0..1 coord on the screen\\n\\tvec2 position = (aTopPosition * lineTop + aBotPosition * lineBot) * lineStart + (bTopPosition * lineTop + bBotPosition * lineBot) * lineEnd;\\n\\n\\tstartCoord = aCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\tendCoord = bCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\n\\tgl_Position = vec4(position  * 2.0 - 1.0, depth, 1);\\n\\n\\tenableStartMiter = step(dot(currTangent, prevTangent), .5);\\n\\tenableEndMiter = step(dot(currTangent, nextTangent), .5);\\n\\n\\t//bevel miter cutoffs\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n\\n\\t//round miter cutoffs\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * abs(dot(startJoinDirection, currNormal)) * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * abs(dot(endJoinDirection, currNormal)) * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D dashPattern;\\nuniform float dashSize, pixelRatio, thickness, opacity, id, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nvoid main() {\\n\\tfloat alpha = 1., distToStart, distToEnd;\\n\\tfloat cutoff = thickness * .5;\\n\\n\\t//bevel miter\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToStart + 1., 0.), 1.);\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToEnd + 1., 0.), 1.);\\n\\t\\t}\\n\\t}\\n\\n\\t// round miter\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - startCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - endCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashSize) * .5 + .25;\\n\\tfloat dash = texture2D(dashPattern, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1},bColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:4,divisor:1},prevCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:0,divisor:1},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},nextCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:24,divisor:1}}},n))}catch(t){e=a}return{fill:t({primitive:\"triangle\",elements:function(t,e){return e.triangles},offset:0,vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position, positionFract;\\n\\nuniform vec4 color;\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float pixelRatio, id;\\nuniform vec4 viewport;\\nuniform float opacity;\\n\\nvarying vec4 fragColor;\\n\\nconst float MAX_LINES = 256.;\\n\\nvoid main() {\\n\\tfloat depth = (MAX_LINES - 4. - id) / (MAX_LINES);\\n\\n\\tvec2 position = position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n\\tfragColor.a *= opacity;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n\\tgl_FragColor = fragColor;\\n}\\n\"]),uniforms:{scale:t.prop(\"scale\"),color:t.prop(\"fill\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]}},attributes:{position:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8},positionFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8}},blend:n.blend,depth:{enable:!1},scissor:n.scissor,stencil:n.stencil,viewport:n.viewport}),rect:a,miter:e}},m.defaults={dashes:null,join:\"miter\",miterLimit:1,thickness:10,cap:\"square\",color:\"black\",opacity:1,overlay:!1,viewport:null,range:null,close:!1,fill:null},m.prototype.render=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];e.length&&(t=this).update.apply(t,e),this.draw()},m.prototype.draw=function(){for(var t=this,e=[],r=arguments.length;r--;)e[r]=arguments[r];return(e.length?e:this.passes).forEach((function(e,r){var n;if(e&&Array.isArray(e))return(n=t).draw.apply(n,e);\"number\"==typeof e&&(e=t.passes[e]),e&&e.count>1&&e.opacity&&(t.regl._refresh(),e.fill&&e.triangles&&e.triangles.length>2&&t.shaders.fill(e),e.thickness&&(e.scale[0]*e.viewport.width>m.precisionThreshold||e.scale[1]*e.viewport.height>m.precisionThreshold||\"rect\"===e.join||!e.join&&(e.thickness<=2||e.count>=m.maxPoints)?t.shaders.rect(e):t.shaders.miter(e)))})),this},m.prototype.update=function(t){var e=this;if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var r=this.regl,o=this.gl;if(t.forEach((function(t,h){var d=e.passes[h];if(void 0!==t)if(null!==t){if(\"number\"==typeof t[0]&&(t={positions:t}),t=s(t,{positions:\"positions points data coords\",thickness:\"thickness lineWidth lineWidths line-width linewidth width stroke-width strokewidth strokeWidth\",join:\"lineJoin linejoin join type mode\",miterLimit:\"miterlimit miterLimit\",dashes:\"dash dashes dasharray dash-array dashArray\",color:\"color colour stroke colors colours stroke-color strokeColor\",fill:\"fill fill-color fillColor\",opacity:\"alpha opacity\",overlay:\"overlay crease overlap intersect\",close:\"closed close closed-path closePath\",range:\"range dataBox\",viewport:\"viewport viewBox\",hole:\"holes hole hollow\"}),d||(e.passes[h]=d={id:h,scale:null,scaleFract:null,translate:null,translateFract:null,count:0,hole:[],depth:0,dashLength:1,dashTexture:r.texture({channels:1,data:new Uint8Array([255]),width:1,height:1,mag:\"linear\",min:\"linear\"}),colorBuffer:r.buffer({usage:\"dynamic\",type:\"uint8\",data:new Uint8Array}),positionBuffer:r.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array}),positionFractBuffer:r.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array})},t=i({},m.defaults,t)),null!=t.thickness&&(d.thickness=parseFloat(t.thickness)),null!=t.opacity&&(d.opacity=parseFloat(t.opacity)),null!=t.miterLimit&&(d.miterLimit=parseFloat(t.miterLimit)),null!=t.overlay&&(d.overlay=!!t.overlay,h<m.maxLines&&(d.depth=2*(m.maxLines-1-h%m.maxLines)/m.maxLines-1)),null!=t.join&&(d.join=t.join),null!=t.hole&&(d.hole=t.hole),null!=t.fill&&(d.fill=t.fill?n(t.fill,\"uint8\"):null),null!=t.viewport&&(d.viewport=g(t.viewport)),d.viewport||(d.viewport=g([o.drawingBufferWidth,o.drawingBufferHeight])),null!=t.close&&(d.close=t.close),null===t.positions&&(t.positions=[]),t.positions){var v,y;if(t.positions.x&&t.positions.y){var x=t.positions.x,b=t.positions.y;y=d.count=Math.max(x.length,b.length),v=new Float64Array(2*y);for(var _=0;_<y;_++)v[2*_]=x[_],v[2*_+1]=b[_]}else v=l(t.positions,\"float64\"),y=d.count=Math.floor(v.length/2);var w=d.bounds=a(v,2);if(d.fill){for(var T=[],k={},M=0,A=0,S=0,E=d.count;A<E;A++){var C=v[2*A],L=v[2*A+1];isNaN(C)||isNaN(L)||null==C||null==L?(C=v[2*M],L=v[2*M+1],k[A]=M):M=A,T[S++]=C,T[S++]=L}for(var P=c(T,d.hole||[]),I=0,z=P.length;I<z;I++)null!=k[P[I]]&&(P[I]=k[P[I]]);d.triangles=P}var O=new Float64Array(v);u(O,2,w);var D=new Float64Array(2*y+6);d.close?v[0]===v[2*y-2]&&v[1]===v[2*y-1]?(D[0]=O[2*y-4],D[1]=O[2*y-3]):(D[0]=O[2*y-2],D[1]=O[2*y-1]):(D[0]=O[0],D[1]=O[1]),D.set(O,2),d.close?v[0]===v[2*y-2]&&v[1]===v[2*y-1]?(D[2*y+2]=O[2],D[2*y+3]=O[3],d.count-=1):(D[2*y+2]=O[0],D[2*y+3]=O[1],D[2*y+4]=O[2],D[2*y+5]=O[3]):(D[2*y+2]=O[2*y-2],D[2*y+3]=O[2*y-1],D[2*y+4]=O[2*y-2],D[2*y+5]=O[2*y-1]),d.positionBuffer(f(D)),d.positionFractBuffer(p(D))}if(t.range?d.range=t.range:d.range||(d.range=d.bounds),(t.range||t.positions)&&d.count){var R=d.bounds,F=R[2]-R[0],B=R[3]-R[1],N=d.range[2]-d.range[0],j=d.range[3]-d.range[1];d.scale=[F/N,B/j],d.translate=[-d.range[0]/N+R[0]/N||0,-d.range[1]/j+R[1]/j||0],d.scaleFract=p(d.scale),d.translateFract=p(d.translate)}if(t.dashes){var U,V=0;if(!t.dashes||t.dashes.length<2)V=1,U=new Uint8Array([255,255,255,255,255,255,255,255]);else{V=0;for(var q=0;q<t.dashes.length;++q)V+=t.dashes[q];U=new Uint8Array(V*m.dashMult);for(var H=0,G=255,Y=0;Y<2;Y++)for(var W=0;W<t.dashes.length;++W){for(var Z=0,X=t.dashes[W]*m.dashMult*.5;Z<X;++Z)U[H++]=G;G^=255}}d.dashLength=V,d.dashTexture({channels:1,data:U,width:U.length,height:1,mag:\"linear\",min:\"linear\"},0,0)}if(t.color){var J=d.count,K=t.color;K||(K=\"transparent\");var Q=new Uint8Array(4*J+4);if(Array.isArray(K)&&\"number\"!=typeof K[0]){for(var $=0;$<J;$++){var tt=n(K[$],\"uint8\");Q.set(tt,4*$)}Q.set(n(K[0],\"uint8\"),4*J)}else for(var et=n(K,\"uint8\"),rt=0;rt<J+1;rt++)Q.set(et,4*rt);d.colorBuffer({usage:\"dynamic\",type:\"uint8\",data:Q})}}else e.passes[h]=null})),t.length<this.passes.length){for(var h=t.length;h<this.passes.length;h++){var d=this.passes[h];d&&(d.colorBuffer.destroy(),d.positionBuffer.destroy(),d.dashTexture.destroy())}this.passes.length=t.length}for(var v=[],y=0;y<this.passes.length;y++)null!==this.passes[y]&&v.push(this.passes[y]);return this.passes=v,this}},m.prototype.destroy=function(){return this.passes.forEach((function(t){t.colorBuffer.destroy(),t.positionBuffer.destroy(),t.dashTexture.destroy()})),this.passes.length=0,this}},{\"array-bounds\":68,\"array-normalize\":69,\"color-normalize\":122,earcut:173,\"es6-weak-map\":229,\"flatten-vertex-data\":240,glslify:412,\"object-assign\":459,\"parse-rect\":464,\"pick-by-alias\":470,\"to-float32\":536}],497:[function(t,e,r){\"use strict\";function n(t,e){return function(t){if(Array.isArray(t))return t}(t)||function(t,e){if(\"undefined\"==typeof Symbol||!(Symbol.iterator in Object(t)))return;var r=[],n=!0,a=!1,i=void 0;try{for(var o,s=t[Symbol.iterator]();!(n=(o=s.next()).done)&&(r.push(o.value),!e||r.length!==e);n=!0);}catch(t){a=!0,i=t}finally{try{n||null==s.return||s.return()}finally{if(a)throw i}}return r}(t,e)||i(t,e)||function(){throw new TypeError(\"Invalid attempt to destructure non-iterable instance.\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}()}function a(t){return function(t){if(Array.isArray(t))return o(t)}(t)||function(t){if(\"undefined\"!=typeof Symbol&&Symbol.iterator in Object(t))return Array.from(t)}(t)||i(t)||function(){throw new TypeError(\"Invalid attempt to spread non-iterable instance.\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}()}function i(t,e){if(t){if(\"string\"==typeof t)return o(t,e);var r=Object.prototype.toString.call(t).slice(8,-1);return\"Object\"===r&&t.constructor&&(r=t.constructor.name),\"Map\"===r||\"Set\"===r?Array.from(r):\"Arguments\"===r||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(r)?o(t,e):void 0}}function o(t,e){(null==e||e>t.length)&&(e=t.length);for(var r=0,n=new Array(e);r<e;r++)n[r]=t[r];return n}var s=t(\"color-normalize\"),l=t(\"array-bounds\"),c=t(\"color-id\"),u=t(\"point-cluster\"),h=t(\"object-assign\"),f=t(\"glslify\"),p=t(\"pick-by-alias\"),d=t(\"update-diff\"),g=t(\"flatten-vertex-data\"),m=t(\"is-iexplorer\"),v=t(\"to-float32\"),y=t(\"parse-rect\"),x=b;function b(t,e){var r=this;if(!(this instanceof b))return new b(t,e);\"function\"==typeof t?(e||(e={}),e.regl=t):(e=t,t=null),e&&e.length&&(e.positions=e);var n,a=(t=e.regl)._gl,i=[];this.tooManyColors=m,n=t.texture({data:new Uint8Array(1020),width:255,height:1,type:\"uint8\",format:\"rgba\",wrapS:\"clamp\",wrapT:\"clamp\",mag:\"nearest\",min:\"nearest\"}),h(this,{regl:t,gl:a,groups:[],markerCache:[null],markerTextures:[null],palette:i,paletteIds:{},paletteTexture:n,maxColors:255,maxSize:100,canvas:a.canvas}),this.update(e);var o={uniforms:{pixelRatio:t.context(\"pixelRatio\"),palette:n,paletteSize:function(t,e){return[r.tooManyColors?0:255,n.height]},scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translate:t.prop(\"translate\"),translateFract:t.prop(\"translateFract\"),opacity:t.prop(\"opacity\"),marker:t.prop(\"markerTexture\")},attributes:{x:function(t,e){return e.xAttr||{buffer:e.positionBuffer,stride:8,offset:0}},y:function(t,e){return e.yAttr||{buffer:e.positionBuffer,stride:8,offset:4}},xFract:function(t,e){return e.xAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:0}},yFract:function(t,e){return e.yAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:4}},size:function(t,e){return e.size.length?{buffer:e.sizeBuffer,stride:2,offset:0}:{constant:[Math.round(255*e.size/r.maxSize)]}},borderSize:function(t,e){return e.borderSize.length?{buffer:e.sizeBuffer,stride:2,offset:1}:{constant:[Math.round(255*e.borderSize/r.maxSize)]}},colorId:function(t,e){return e.color.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:0}:{constant:r.tooManyColors?i.slice(4*e.color,4*e.color+4):[e.color]}},borderColorId:function(t,e){return e.borderColor.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:r.tooManyColors?4:2}:{constant:r.tooManyColors?i.slice(4*e.borderColor,4*e.borderColor+4):[e.borderColor]}},isActive:function(t,e){return!0===e.activation?{constant:[1]}:e.activation?e.activation:{constant:[0]}}},blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\"),stencil:{enable:!1},depth:{enable:!1},elements:t.prop(\"elements\"),count:t.prop(\"count\"),offset:t.prop(\"offset\"),primitive:\"points\"},s=h({},o);s.frag=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nuniform sampler2D marker;\\nuniform float pixelRatio, opacity;\\n\\nfloat smoothStep(float x, float y) {\\n  return 1.0 / (1.0 + exp(50.0*(x - y)));\\n}\\n\\nvoid main() {\\n  float dist = texture2D(marker, gl_PointCoord).r, delta = fragWidth;\\n\\n  // max-distance alpha\\n  if (dist < 0.003) discard;\\n\\n  // null-border case\\n  if (fragBorderColorLevel == fragColorLevel || fragBorderColor.a == 0.) {\\n    float colorAmt = smoothstep(.5 - delta, .5 + delta, dist);\\n    gl_FragColor = vec4(fragColor.rgb, colorAmt * fragColor.a * opacity);\\n  }\\n  else {\\n    float borderColorAmt = smoothstep(fragBorderColorLevel - delta, fragBorderColorLevel + delta, dist);\\n    float colorAmt = smoothstep(fragColorLevel - delta, fragColorLevel + delta, dist);\\n\\n    vec4 color = fragBorderColor;\\n    color.a *= borderColorAmt;\\n    color = mix(color, fragColor, colorAmt);\\n    color.a *= opacity;\\n\\n    gl_FragColor = color;\\n  }\\n\\n}\\n\"]),s.vert=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract, paletteSize;\\nuniform float pixelRatio;\\nuniform sampler2D palette;\\n\\nconst float maxSize = 100.;\\nconst float borderLevel = .5;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragPointSize, fragBorderRadius, fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(palette,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = 2. * size * pixelRatio;\\n  fragPointSize = size * pixelRatio;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0, 1);\\n\\n  fragColor = color;\\n  fragBorderColor = borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n\\n  fragBorderColorLevel = clamp(borderLevel - borderLevel * borderSize / size, 0., 1.);\\n  fragColorLevel = clamp(borderLevel + (1. - borderLevel) * borderSize / size, 0., 1.);\\n}\"]),this.drawMarker=t(s);var l=h({},o);l.frag=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor, fragBorderColor;\\n\\nuniform float opacity;\\nvarying float fragBorderRadius, fragWidth;\\n\\nfloat smoothStep(float edge0, float edge1, float x) {\\n\\tfloat t;\\n\\tt = clamp((x - edge0) / (edge1 - edge0), 0.0, 1.0);\\n\\treturn t * t * (3.0 - 2.0 * t);\\n}\\n\\nvoid main() {\\n\\tfloat radius, alpha = 1.0, delta = fragWidth;\\n\\n\\tradius = length(2.0 * gl_PointCoord.xy - 1.0);\\n\\n\\tif (radius > 1.0 + delta) {\\n\\t\\tdiscard;\\n\\t}\\n\\n\\talpha -= smoothstep(1.0 - delta, 1.0 + delta, radius);\\n\\n\\tfloat borderRadius = fragBorderRadius;\\n\\tfloat ratio = smoothstep(borderRadius - delta, borderRadius + delta, radius);\\n\\tvec4 color = mix(fragColor, fragBorderColor, ratio);\\n\\tcolor.a *= alpha * opacity;\\n\\tgl_FragColor = color;\\n}\\n\"]),l.vert=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float pixelRatio;\\nuniform sampler2D palette;\\nuniform vec2 paletteSize;\\n\\nconst float maxSize = 100.;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(palette,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = (size + borderSize) * pixelRatio;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0, 1);\\n\\n  fragBorderRadius = 1. - 2. * borderSize / (size + borderSize);\\n  fragColor = color;\\n  fragBorderColor = borderColor.a == 0. || borderSize == 0. ? vec4(color.rgb, 0.) : borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n}\\n\"]),m&&(l.frag=l.frag.replace(\"smoothstep\",\"smoothStep\"),s.frag=s.frag.replace(\"smoothstep\",\"smoothStep\")),this.drawCircle=t(l)}b.defaults={color:\"black\",borderColor:\"transparent\",borderSize:0,size:12,opacity:1,marker:void 0,viewport:null,range:null,pixelSize:null,count:0,offset:0,bounds:null,positions:[],snap:1e4},b.prototype.render=function(){return arguments.length&&this.update.apply(this,arguments),this.draw(),this},b.prototype.draw=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];var a=this.groups;if(1===r.length&&Array.isArray(r[0])&&(null===r[0][0]||Array.isArray(r[0][0]))&&(r=r[0]),this.regl._refresh(),r.length)for(var i=0;i<r.length;i++)this.drawItem(i,r[i]);else a.forEach((function(e,r){t.drawItem(r)}));return this},b.prototype.drawItem=function(t,e){var r=this.groups,n=r[t];if(\"number\"==typeof e&&(t=e,n=r[e],e=null),n&&n.count&&n.opacity){n.activation[0]&&this.drawCircle(this.getMarkerDrawOptions(0,n,e));for(var i=[],o=1;o<n.activation.length;o++)n.activation[o]&&(!0===n.activation[o]||n.activation[o].data.length)&&i.push.apply(i,a(this.getMarkerDrawOptions(o,n,e)));i.length&&this.drawMarker(i)}},b.prototype.getMarkerDrawOptions=function(t,e,r){var a=e.range,i=e.tree,o=e.viewport,s=e.activation,l=e.selectionBuffer,c=e.count;this.regl;if(!i)return r?[h({},e,{markerTexture:this.markerTextures[t],activation:s[t],count:r.length,elements:r,offset:0})]:[h({},e,{markerTexture:this.markerTextures[t],activation:s[t],offset:0})];var u=[],f=i.range(a,{lod:!0,px:[(a[2]-a[0])/o.width,(a[3]-a[1])/o.height]});if(r){for(var p=s[t].data,d=new Uint8Array(c),g=0;g<r.length;g++){var m=r[g];d[m]=p?p[m]:1}l.subdata(d)}for(var v=f.length;v--;){var y=n(f[v],2),x=y[0],b=y[1];u.push(h({},e,{markerTexture:this.markerTextures[t],activation:r?l:s[t],offset:x,count:b-x}))}return u},b.prototype.update=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];if(r.length){1===r.length&&Array.isArray(r[0])&&(r=r[0]);var a=this.groups,i=this.gl,o=this.regl,s=this.maxSize,c=this.maxColors,f=this.palette;this.groups=a=r.map((function(e,r){var n=a[r];if(void 0===e)return n;null===e?e={positions:null}:\"function\"==typeof e?e={ondraw:e}:\"number\"==typeof e[0]&&(e={positions:e}),null===(e=p(e,{positions:\"positions data points\",snap:\"snap cluster lod tree\",size:\"sizes size radius\",borderSize:\"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline\",color:\"colors color fill fill-color fillColor\",borderColor:\"borderColors borderColor stroke stroke-color strokeColor\",marker:\"markers marker shape\",range:\"range dataBox databox\",viewport:\"viewport viewPort viewBox viewbox\",opacity:\"opacity alpha transparency\",bounds:\"bound bounds boundaries limits\",tooManyColors:\"tooManyColors palette paletteMode optimizePalette enablePalette\"})).positions&&(e.positions=[]),null!=e.tooManyColors&&(t.tooManyColors=e.tooManyColors),n||(a[r]=n={id:r,scale:null,translate:null,scaleFract:null,translateFract:null,activation:[],selectionBuffer:o.buffer({data:new Uint8Array(0),usage:\"stream\",type:\"uint8\"}),sizeBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),colorBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),positionBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"}),positionFractBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"})},e=h({},b.defaults,e)),e.positions&&!(\"marker\"in e)&&(e.marker=n.marker,delete n.marker),e.marker&&!(\"positions\"in e)&&(e.positions=n.positions,delete n.positions);var m=0,x=0;if(d(n,e,[{snap:!0,size:function(t,e){return null==t&&(t=b.defaults.size),m+=t&&t.length?1:0,t},borderSize:function(t,e){return null==t&&(t=b.defaults.borderSize),m+=t&&t.length?1:0,t},opacity:parseFloat,color:function(e,r){return null==e&&(e=b.defaults.color),e=t.updateColor(e),x++,e},borderColor:function(e,r){return null==e&&(e=b.defaults.borderColor),e=t.updateColor(e),x++,e},bounds:function(t,e,r){return\"range\"in r||(r.range=null),t},positions:function(t,e,r){var n=e.snap,a=e.positionBuffer,i=e.positionFractBuffer,s=e.selectionBuffer;if(t.x||t.y)return t.x.length?e.xAttr={buffer:o.buffer(t.x),offset:0,stride:4,count:t.x.length}:e.xAttr={buffer:t.x.buffer,offset:4*t.x.offset||0,stride:4*(t.x.stride||1),count:t.x.count},t.y.length?e.yAttr={buffer:o.buffer(t.y),offset:0,stride:4,count:t.y.length}:e.yAttr={buffer:t.y.buffer,offset:4*t.y.offset||0,stride:4*(t.y.stride||1),count:t.y.count},e.count=Math.max(e.xAttr.count,e.yAttr.count),t;t=g(t,\"float64\");var c=e.count=Math.floor(t.length/2),h=e.bounds=c?l(t,2):null;if(r.range||e.range||(delete e.range,r.range=h),r.marker||e.marker||(delete e.marker,r.marker=null),n&&(!0===n||c>n)?e.tree=u(t,{bounds:h}):n&&n.length&&(e.tree=n),e.tree){var f={primitive:\"points\",usage:\"static\",data:e.tree,type:\"uint32\"};e.elements?e.elements(f):e.elements=o.elements(f)}return a({data:v.float(t),usage:\"dynamic\"}),i({data:v.fract(t),usage:\"dynamic\"}),s({data:new Uint8Array(c),type:\"uint8\",usage:\"stream\"}),t}},{marker:function(e,r,n){var a=r.activation;if(a.forEach((function(t){return t&&t.destroy&&t.destroy()})),a.length=0,e&&\"number\"!=typeof e[0]){for(var i=[],s=0,l=Math.min(e.length,r.count);s<l;s++){var c=t.addMarker(e[s]);i[c]||(i[c]=new Uint8Array(r.count)),i[c][s]=1}for(var u=0;u<i.length;u++)if(i[u]){var h={data:i[u],type:\"uint8\",usage:\"static\"};a[u]?a[u](h):a[u]=o.buffer(h),a[u].data=i[u]}}else{a[t.addMarker(e)]=!0}return e},range:function(t,e,r){var n=e.bounds;if(n)return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=v.fract(e.scale),e.translateFract=v.fract(e.translate),t},viewport:function(t){return y(t||[i.drawingBufferWidth,i.drawingBufferHeight])}}]),m){var _=n,w=_.count,T=_.size,k=_.borderSize,M=_.sizeBuffer,A=new Uint8Array(2*w);if(T.length||k.length)for(var S=0;S<w;S++)A[2*S]=Math.round(255*(null==T[S]?T:T[S])/s),A[2*S+1]=Math.round(255*(null==k[S]?k:k[S])/s);M({data:A,usage:\"dynamic\"})}if(x){var E,C=n,L=C.count,P=C.color,I=C.borderColor,z=C.colorBuffer;if(t.tooManyColors){if(P.length||I.length){E=new Uint8Array(8*L);for(var O=0;O<L;O++){var D=P[O];E[8*O]=f[4*D],E[8*O+1]=f[4*D+1],E[8*O+2]=f[4*D+2],E[8*O+3]=f[4*D+3];var R=I[O];E[8*O+4]=f[4*R],E[8*O+5]=f[4*R+1],E[8*O+6]=f[4*R+2],E[8*O+7]=f[4*R+3]}}}else if(P.length||I.length){E=new Uint8Array(4*L+2);for(var F=0;F<L;F++)null!=P[F]&&(E[4*F]=P[F]%c,E[4*F+1]=Math.floor(P[F]/c)),null!=I[F]&&(E[4*F+2]=I[F]%c,E[4*F+3]=Math.floor(I[F]/c))}z({data:E||new Uint8Array(0),type:\"uint8\",usage:\"dynamic\"})}return n}))}},b.prototype.addMarker=function(t){var e,r=this.markerTextures,n=this.regl,a=this.markerCache,i=null==t?0:a.indexOf(t);if(i>=0)return i;if(t instanceof Uint8Array||t instanceof Uint8ClampedArray)e=t;else{e=new Uint8Array(t.length);for(var o=0,s=t.length;o<s;o++)e[o]=255*t[o]}var l=Math.floor(Math.sqrt(e.length));return i=r.length,a.push(t),r.push(n.texture({channels:1,data:e,radius:l,mag:\"linear\",min:\"linear\"})),i},b.prototype.updateColor=function(t){var e=this.paletteIds,r=this.palette,n=this.maxColors;Array.isArray(t)||(t=[t]);var a=[];if(\"number\"==typeof t[0]){var i=[];if(Array.isArray(t))for(var o=0;o<t.length;o+=4)i.push(t.slice(o,o+4));else for(var l=0;l<t.length;l+=4)i.push(t.subarray(l,l+4));t=i}for(var u=0;u<t.length;u++){var h=t[u];h=s(h,\"uint8\");var f=c(h,!1);if(null==e[f]){var p=r.length;e[f]=Math.floor(p/4),r[p]=h[0],r[p+1]=h[1],r[p+2]=h[2],r[p+3]=h[3]}a[u]=e[f]}return!this.tooManyColors&&r.length>4*n&&(this.tooManyColors=!0),this.updatePalette(r),1===a.length?a[0]:a},b.prototype.updatePalette=function(t){if(!this.tooManyColors){var e=this.maxColors,r=this.paletteTexture,n=Math.ceil(.25*t.length/e);if(n>1)for(var a=.25*(t=t.slice()).length%e;a<n*e;a++)t.push(0,0,0,0);r.height<n&&r.resize(e,n),r.subimage({width:Math.min(.25*t.length,e),height:n,data:t},0,0)}},b.prototype.destroy=function(){return this.groups.forEach((function(t){t.sizeBuffer.destroy(),t.positionBuffer.destroy(),t.positionFractBuffer.destroy(),t.colorBuffer.destroy(),t.activation.forEach((function(t){return t&&t.destroy&&t.destroy()})),t.selectionBuffer.destroy(),t.elements&&t.elements.destroy()})),this.groups.length=0,this.paletteTexture.destroy(),this.markerTextures.forEach((function(t){return t&&t.destroy&&t.destroy()})),this};var _=t(\"object-assign\");e.exports=function(t,e){var r=new x(t,e),n=r.render.bind(r);return _(n,{render:n,update:r.update.bind(r),draw:r.draw.bind(r),destroy:r.destroy.bind(r),regl:r.regl,gl:r.gl,canvas:r.gl.canvas,groups:r.groups,markers:r.markerCache,palette:r.palette}),n}},{\"array-bounds\":68,\"color-id\":120,\"color-normalize\":122,\"flatten-vertex-data\":240,glslify:412,\"is-iexplorer\":423,\"object-assign\":459,\"parse-rect\":464,\"pick-by-alias\":470,\"point-cluster\":474,\"to-float32\":536,\"update-diff\":558}],498:[function(t,e,r){\"use strict\";var n=t(\"regl-scatter2d\"),a=t(\"pick-by-alias\"),i=t(\"array-bounds\"),o=t(\"raf\"),s=t(\"array-range\"),l=t(\"parse-rect\"),c=t(\"flatten-vertex-data\");function u(t,e){if(!(this instanceof u))return new u(t,e);this.traces=[],this.passes={},this.regl=t,this.scatter=n(t),this.canvas=this.scatter.canvas}function h(t,e,r){return(null!=t.id?t.id:t)<<16|(255&e)<<8|255&r}function f(t,e,r){var n,a,i,o,s=t[e],l=t[r];return s.length>2?(s[0],s[2],n=s[1],a=s[3]):s.length?(n=s[0],a=s[1]):(s.x,n=s.y,s.x+s.width,a=s.y+s.height),l.length>2?(i=l[0],o=l[2],l[1],l[3]):l.length?(i=l[0],o=l[1]):(i=l.x,l.y,o=l.x+l.width,l.y+l.height),[i,n,o,a]}function p(t){if(\"number\"==typeof t)return[t,t,t,t];if(2===t.length)return[t[0],t[1],t[0],t[1]];var e=l(t);return[e.x,e.y,e.x+e.width,e.y+e.height]}e.exports=u,u.prototype.render=function(){for(var t,e=this,r=[],n=arguments.length;n--;)r[n]=arguments[n];return r.length&&(t=this).update.apply(t,r),this.regl.attributes.preserveDrawingBuffer?this.draw():(this.dirty?null==this.planned&&(this.planned=o((function(){e.draw(),e.dirty=!0,e.planned=null}))):(this.draw(),this.dirty=!0,o((function(){e.dirty=!1}))),this)},u.prototype.update=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=0;n<e.length;n++)this.updateItem(n,e[n]);this.traces=this.traces.filter(Boolean);for(var a=[],i=0,o=0;o<this.traces.length;o++){for(var s=this.traces[o],l=this.traces[o].passes,c=0;c<l.length;c++)a.push(this.passes[l[c]]);s.passOffset=i,i+=s.passes.length}return(t=this.scatter).update.apply(t,a),this}},u.prototype.updateItem=function(t,e){var r=this.regl;if(null===e)return this.traces[t]=null,this;if(!e)return this;var n,o=a(e,{data:\"data items columns rows values dimensions samples x\",snap:\"snap cluster\",size:\"sizes size radius\",color:\"colors color fill fill-color fillColor\",opacity:\"opacity alpha transparency opaque\",borderSize:\"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline\",borderColor:\"borderColors borderColor bordercolor stroke stroke-color strokeColor\",marker:\"markers marker shape\",range:\"range ranges databox dataBox\",viewport:\"viewport viewBox viewbox\",domain:\"domain domains area areas\",padding:\"pad padding paddings pads margin margins\",transpose:\"transpose transposed\",diagonal:\"diagonal diag showDiagonal\",upper:\"upper up top upperhalf upperHalf showupperhalf showUpper showUpperHalf\",lower:\"lower low bottom lowerhalf lowerHalf showlowerhalf showLowerHalf showLower\"}),s=this.traces[t]||(this.traces[t]={id:t,buffer:r.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array}),color:\"black\",marker:null,size:12,borderColor:\"transparent\",borderSize:1,viewport:l([r._gl.drawingBufferWidth,r._gl.drawingBufferHeight]),padding:[0,0,0,0],opacity:1,diagonal:!0,upper:!0,lower:!0});if(null!=o.color&&(s.color=o.color),null!=o.size&&(s.size=o.size),null!=o.marker&&(s.marker=o.marker),null!=o.borderColor&&(s.borderColor=o.borderColor),null!=o.borderSize&&(s.borderSize=o.borderSize),null!=o.opacity&&(s.opacity=o.opacity),o.viewport&&(s.viewport=l(o.viewport)),null!=o.diagonal&&(s.diagonal=o.diagonal),null!=o.upper&&(s.upper=o.upper),null!=o.lower&&(s.lower=o.lower),o.data){s.buffer(c(o.data)),s.columns=o.data.length,s.count=o.data[0].length,s.bounds=[];for(var u=0;u<s.columns;u++)s.bounds[u]=i(o.data[u],1)}o.range&&(s.range=o.range,n=s.range&&\"number\"!=typeof s.range[0]),o.domain&&(s.domain=o.domain);var d=!1;null!=o.padding&&(Array.isArray(o.padding)&&o.padding.length===s.columns&&\"number\"==typeof o.padding[o.padding.length-1]?(s.padding=o.padding.map(p),d=!0):s.padding=p(o.padding));var g=s.columns,m=s.count,v=s.viewport.width,y=s.viewport.height,x=s.viewport.x,b=s.viewport.y,_=v/g,w=y/g;s.passes=[];for(var T=0;T<g;T++)for(var k=0;k<g;k++)if((s.diagonal||k!==T)&&(s.upper||!(T>k))&&(s.lower||!(T<k))){var M=h(s.id,T,k),A=this.passes[M]||(this.passes[M]={});if(o.data&&(o.transpose?A.positions={x:{buffer:s.buffer,offset:k,count:m,stride:g},y:{buffer:s.buffer,offset:T,count:m,stride:g}}:A.positions={x:{buffer:s.buffer,offset:k*m,count:m},y:{buffer:s.buffer,offset:T*m,count:m}},A.bounds=f(s.bounds,T,k)),o.domain||o.viewport||o.data){var S=d?f(s.padding,T,k):s.padding;if(s.domain){var E=f(s.domain,T,k),C=E[0],L=E[1],P=E[2],I=E[3];A.viewport=[x+C*v+S[0],b+L*y+S[1],x+P*v-S[2],b+I*y-S[3]]}else A.viewport=[x+k*_+_*S[0],b+T*w+w*S[1],x+(k+1)*_-_*S[2],b+(T+1)*w-w*S[3]]}o.color&&(A.color=s.color),o.size&&(A.size=s.size),o.marker&&(A.marker=s.marker),o.borderSize&&(A.borderSize=s.borderSize),o.borderColor&&(A.borderColor=s.borderColor),o.opacity&&(A.opacity=s.opacity),o.range&&(A.range=n?f(s.range,T,k):s.range||A.bounds),s.passes.push(M)}return this},u.prototype.draw=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=[],a=0;a<e.length;a++)if(\"number\"==typeof e[a]){var i=this.traces[e[a]],o=i.passes,l=i.passOffset;n.push.apply(n,s(l,l+o.length))}else if(e[a].length){var c=e[a],u=this.traces[a],h=u.passes,f=u.passOffset;h=h.map((function(t,e){n[f+e]=c}))}(t=this.scatter).draw.apply(t,n)}else this.scatter.draw();return this},u.prototype.destroy=function(){return 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+       "/*!\n",
+       " * repeat-string <https://github.com/jonschlinkert/repeat-string>\n",
+       " *\n",
+       " * Copyright (c) 2014-2015, Jon Schlinkert.\n",
+       " * Licensed under the MIT License.\n",
+       " */\n",
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e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()+(e.year()<0?1:0))%4==3||t%4==-1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear),13},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(13===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return(t=a.year())<0&&t++,a.day()+30*(a.month()-1)+365*(t-1)+Math.floor(t/4)+this.jdEpoch-1},fromJD:function(t){var e=Math.floor(t)+.5-this.jdEpoch,r=Math.floor((e-Math.floor((e+366)/1461))/365)+1;r<=0&&r--,e=Math.floor(t)+.5-this.newDate(r,1,1).toJD();var n=Math.floor(e/30)+1,a=e-30*(n-1)+1;return 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a=this._validate(t,e,r,n.local.invalidDate);return{yearType:(this.leapYear(a)?\"embolismic\":\"common\")+\" \"+[\"deficient\",\"regular\",\"complete\"][this.daysInYear(a)%10-3]}},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=a.year(),e=a.month(),r=a.day();var i=t<=0?t+1:t,o=this.jdEpoch+this._delay1(i)+this._delay2(i)+r+1;if(e<7){for(var s=7;s<=this.monthsInYear(t);s++)o+=this.daysInMonth(t,s);for(s=1;s<e;s++)o+=this.daysInMonth(t,s)}else for(s=7;s<e;s++)o+=this.daysInMonth(t,s);return o},_delay1:function(t){var e=Math.floor((235*t-234)/19),r=12084+13753*e,n=29*e+Math.floor(r/25920);return o(3*(n+1),7)<3&&n++,n},_delay2:function(t){var e=this._delay1(t-1),r=this._delay1(t);return this._delay1(t+1)-r==356?2:r-e==382?1:0},fromJD:function(t){t=Math.floor(t)+.5;for(var e=Math.floor(98496*(t-this.jdEpoch)/35975351)-1;t>=this.toJD(-1===e?1:e+1,7,1);)e++;for(var r=t<this.toJD(e,1,1)?7:1;t>this.toJD(e,r,this.daysInMonth(e,r));)r++;var n=t-this.toJD(e,r,1)+1;return this.newDate(e,r,n)}}),n.calendars.hebrew=i},{\"../main\":580,\"object-assign\":459}],571:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Islamic\",jdEpoch:1948439.5,daysPerMonth:[30,29,30,29,30,29,30,29,30,29,30,29],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Islamic\",epochs:[\"BH\",\"AH\"],monthNames:[\"Muharram\",\"Safar\",\"Rabi' al-awwal\",\"Rabi' al-thani\",\"Jumada al-awwal\",\"Jumada al-thani\",\"Rajab\",\"Sha'aban\",\"Ramadan\",\"Shawwal\",\"Dhu al-Qi'dah\",\"Dhu al-Hijjah\"],monthNamesShort:[\"Muh\",\"Saf\",\"Rab1\",\"Rab2\",\"Jum1\",\"Jum2\",\"Raj\",\"Sha'\",\"Ram\",\"Shaw\",\"DhuQ\",\"DhuH\"],dayNames:[\"Yawm al-ahad\",\"Yawm al-ithnayn\",\"Yawm ath-thulaathaa'\",\"Yawm al-arbi'aa'\",\"Yawm al-kham\\u012bs\",\"Yawm al-jum'a\",\"Yawm as-sabt\"],dayNamesShort:[\"Aha\",\"Ith\",\"Thu\",\"Arb\",\"Kha\",\"Jum\",\"Sab\"],dayNamesMin:[\"Ah\",\"It\",\"Th\",\"Ar\",\"Kh\",\"Ju\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!1}},leapYear:function(t){return(11*this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year()+14)%30<11},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){return this.leapYear(t)?355:354},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return t=a.year(),e=a.month(),t=t<=0?t+1:t,(r=a.day())+Math.ceil(29.5*(e-1))+354*(t-1)+Math.floor((3+11*t)/30)+this.jdEpoch-1},fromJD:function(t){t=Math.floor(t)+.5;var e=Math.floor((30*(t-this.jdEpoch)+10646)/10631);e=e<=0?e-1:e;var r=Math.min(12,Math.ceil((t-29-this.toJD(e,1,1))/29.5)+1),n=t-this.toJD(e,r,1)+1;return this.newDate(e,r,n)}}),n.calendars.islamic=i},{\"../main\":580,\"object-assign\":459}],572:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Julian\",jdEpoch:1721423.5,daysPerMonth:[31,28,31,30,31,30,31,31,30,31,30,31],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Julian\",epochs:[\"BC\",\"AD\"],monthNames:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],monthNamesShort:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"],dayNames:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"mm/dd/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()<0?e.year()+1:e.year())%4==0},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(4-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return t=a.year(),e=a.month(),r=a.day(),t<0&&t++,e<=2&&(t--,e+=12),Math.floor(365.25*(t+4716))+Math.floor(30.6001*(e+1))+r-1524.5},fromJD:function(t){var e=Math.floor(t+.5)+1524,r=Math.floor((e-122.1)/365.25),n=Math.floor(365.25*r),a=Math.floor((e-n)/30.6001),i=a-Math.floor(a<14?1:13),o=r-Math.floor(i>2?4716:4715),s=e-n-Math.floor(30.6001*a);return o<=0&&o--,this.newDate(o,i,s)}}),n.calendars.julian=i},{\"../main\":580,\"object-assign\":459}],573:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return t-e*Math.floor(t/e)}function s(t,e){return o(t-1,e)+1}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Mayan\",jdEpoch:584282.5,hasYearZero:!0,minMonth:0,firstMonth:0,minDay:0,regionalOptions:{\"\":{name:\"Mayan\",epochs:[\"\",\"\"],monthNames:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\"],monthNamesShort:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\"],dayNames:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\"],dayNamesShort:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\"],dayNamesMin:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\"],digits:null,dateFormat:\"YYYY.m.d\",firstDay:0,isRTL:!1,haabMonths:[\"Pop\",\"Uo\",\"Zip\",\"Zotz\",\"Tzec\",\"Xul\",\"Yaxkin\",\"Mol\",\"Chen\",\"Yax\",\"Zac\",\"Ceh\",\"Mac\",\"Kankin\",\"Muan\",\"Pax\",\"Kayab\",\"Cumku\",\"Uayeb\"],tzolkinMonths:[\"Imix\",\"Ik\",\"Akbal\",\"Kan\",\"Chicchan\",\"Cimi\",\"Manik\",\"Lamat\",\"Muluc\",\"Oc\",\"Chuen\",\"Eb\",\"Ben\",\"Ix\",\"Men\",\"Cib\",\"Caban\",\"Etznab\",\"Cauac\",\"Ahau\"]}},leapYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),!1},formatYear:function(t){t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year();var e=Math.floor(t/400);return t%=400,t+=t<0?400:0,e+\".\"+Math.floor(t/20)+\".\"+t%20},forYear:function(t){if((t=t.split(\".\")).length<3)throw\"Invalid Mayan year\";for(var e=0,r=0;r<t.length;r++){var n=parseInt(t[r],10);if(Math.abs(n)>19||r>0&&n<0)throw\"Invalid Mayan year\";e=20*e+n}return e},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),18},weekOfYear:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),0},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),360},daysInMonth:function(t,e){return this._validate(t,e,this.minDay,n.local.invalidMonth),20},daysInWeek:function(){return 5},dayOfWeek:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate).day()},weekDay:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),!0},extraInfo:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate).toJD(),i=this._toHaab(a),o=this._toTzolkin(a);return{haabMonthName:this.local.haabMonths[i[0]-1],haabMonth:i[0],haabDay:i[1],tzolkinDayName:this.local.tzolkinMonths[o[0]-1],tzolkinDay:o[0],tzolkinTrecena:o[1]}},_toHaab:function(t){var e=o((t-=this.jdEpoch)+8+340,365);return[Math.floor(e/20)+1,o(e,20)]},_toTzolkin:function(t){return[s((t-=this.jdEpoch)+20,20),s(t+4,13)]},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return a.day()+20*a.month()+360*a.year()+this.jdEpoch},fromJD:function(t){t=Math.floor(t)+.5-this.jdEpoch;var e=Math.floor(t/360);t%=360,t+=t<0?360:0;var r=Math.floor(t/20),n=t%20;return this.newDate(e,r,n)}}),n.calendars.mayan=i},{\"../main\":580,\"object-assign\":459}],574:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar;var o=n.instance(\"gregorian\");a(i.prototype,{name:\"Nanakshahi\",jdEpoch:2257673.5,daysPerMonth:[31,31,31,31,31,30,30,30,30,30,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Nanakshahi\",epochs:[\"BN\",\"AN\"],monthNames:[\"Chet\",\"Vaisakh\",\"Jeth\",\"Harh\",\"Sawan\",\"Bhadon\",\"Assu\",\"Katak\",\"Maghar\",\"Poh\",\"Magh\",\"Phagun\"],monthNamesShort:[\"Che\",\"Vai\",\"Jet\",\"Har\",\"Saw\",\"Bha\",\"Ass\",\"Kat\",\"Mgr\",\"Poh\",\"Mgh\",\"Pha\"],dayNames:[\"Somvaar\",\"Mangalvar\",\"Budhvaar\",\"Veervaar\",\"Shukarvaar\",\"Sanicharvaar\",\"Etvaar\"],dayNamesShort:[\"Som\",\"Mangal\",\"Budh\",\"Veer\",\"Shukar\",\"Sanichar\",\"Et\"],dayNamesMin:[\"So\",\"Ma\",\"Bu\",\"Ve\",\"Sh\",\"Sa\",\"Et\"],digits:null,dateFormat:\"dd-mm-yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear);return o.leapYear(e.year()+(e.year()<1?1:0)+1469)},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(1-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidMonth);(t=a.year())<0&&t++;for(var i=a.day(),s=1;s<a.month();s++)i+=this.daysPerMonth[s-1];return i+o.toJD(t+1468,3,13)},fromJD:function(t){t=Math.floor(t+.5);for(var e=Math.floor((t-(this.jdEpoch-1))/366);t>=this.toJD(e+1,1,1);)e++;for(var r=t-Math.floor(this.toJD(e,1,1)+.5)+1,n=1;r>this.daysInMonth(e,n);)r-=this.daysInMonth(e,n),n++;return this.newDate(e,n,r)}}),n.calendars.nanakshahi=i},{\"../main\":580,\"object-assign\":459}],575:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Nepali\",jdEpoch:1700709.5,daysPerMonth:[31,31,32,32,31,30,30,29,30,29,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,daysPerYear:365,regionalOptions:{\"\":{name:\"Nepali\",epochs:[\"BBS\",\"ABS\"],monthNames:[\"Baisakh\",\"Jestha\",\"Ashadh\",\"Shrawan\",\"Bhadra\",\"Ashwin\",\"Kartik\",\"Mangsir\",\"Paush\",\"Mangh\",\"Falgun\",\"Chaitra\"],monthNamesShort:[\"Bai\",\"Je\",\"As\",\"Shra\",\"Bha\",\"Ash\",\"Kar\",\"Mang\",\"Pau\",\"Ma\",\"Fal\",\"Chai\"],dayNames:[\"Aaitabaar\",\"Sombaar\",\"Manglbaar\",\"Budhabaar\",\"Bihibaar\",\"Shukrabaar\",\"Shanibaar\"],dayNamesShort:[\"Aaita\",\"Som\",\"Mangl\",\"Budha\",\"Bihi\",\"Shukra\",\"Shani\"],dayNamesMin:[\"Aai\",\"So\",\"Man\",\"Bu\",\"Bi\",\"Shu\",\"Sha\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:1,isRTL:!1}},leapYear:function(t){return 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c=t-(s>9||9===s&&r>=this.NEPALI_CALENDAR_DATA[l][0]?56:57);for(9!==e&&(o=r,s--);9!==s;)s<=0&&(s=12,l--),o+=this.NEPALI_CALENDAR_DATA[l][s],s--;return 9===e?(o+=r-this.NEPALI_CALENDAR_DATA[l][0])<0&&(o+=i.daysInYear(c)):o+=this.NEPALI_CALENDAR_DATA[l][9]-this.NEPALI_CALENDAR_DATA[l][0],i.newDate(c,1,1).add(o,\"d\").toJD()},fromJD:function(t){var e=n.instance().fromJD(t),r=e.year(),a=e.dayOfYear(),i=r+56;this._createMissingCalendarData(i);for(var o=9,s=this.NEPALI_CALENDAR_DATA[i][0],l=this.NEPALI_CALENDAR_DATA[i][o]-s+1;a>l;)++o>12&&(o=1,i++),l+=this.NEPALI_CALENDAR_DATA[i][o];var c=this.NEPALI_CALENDAR_DATA[i][o]-(l-a);return this.newDate(i,o,c)},_createMissingCalendarData:function(t){var e=this.daysPerMonth.slice(0);e.unshift(17);for(var r=t-1;r<t+2;r++)\"undefined\"==typeof 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e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 682*((e.year()-(e.year()>0?474:473))%2820+474+38)%2816<682},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-(n.dayOfWeek()+1)%7,\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=a.year(),e=a.month(),r=a.day();var i=t-(t>=0?474:473),s=474+o(i,2820);return r+(e<=7?31*(e-1):30*(e-1)+6)+Math.floor((682*s-110)/2816)+365*(s-1)+1029983*Math.floor(i/2820)+this.jdEpoch-1},fromJD:function(t){var e=(t=Math.floor(t)+.5)-this.toJD(475,1,1),r=Math.floor(e/1029983),n=o(e,1029983),a=2820;if(1029982!==n){var i=Math.floor(n/366),s=o(n,366);a=Math.floor((2134*i+2816*s+2815)/1028522)+i+1}var l=a+2820*r+474;l=l<=0?l-1:l;var 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a=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(a.year());return i.weekOfYear(t,a.month(),a.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=this._t2gYear(a.year());return i.toJD(t,a.month(),a.day())},fromJD:function(t){var e=i.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)},_g2tYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)}}),n.calendars.taiwan=o},{\"../main\":580,\"object-assign\":459}],578:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\"),i=n.instance();function 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e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(e.year());return i.leapYear(t)},weekOfYear:function(t,e,r){var a=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(a.year());return i.weekOfYear(t,a.month(),a.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=this._t2gYear(a.year());return i.toJD(t,a.month(),a.day())},fromJD:function(t){var e=i.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)},_g2tYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)}}),n.calendars.thai=o},{\"../main\":580,\"object-assign\":459}],579:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"UmmAlQura\",hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Umm al-Qura\",epochs:[\"BH\",\"AH\"],monthNames:[\"Al-Muharram\",\"Safar\",\"Rabi' al-awwal\",\"Rabi' Al-Thani\",\"Jumada Al-Awwal\",\"Jumada Al-Thani\",\"Rajab\",\"Sha'aban\",\"Ramadan\",\"Shawwal\",\"Dhu al-Qi'dah\",\"Dhu al-Hijjah\"],monthNamesShort:[\"Muh\",\"Saf\",\"Rab1\",\"Rab2\",\"Jum1\",\"Jum2\",\"Raj\",\"Sha'\",\"Ram\",\"Shaw\",\"DhuQ\",\"DhuH\"],dayNames:[\"Yawm al-Ahad\",\"Yawm al-Ithnain\",\"Yawm al-Thal\\u0101th\\u0101\\u2019\",\"Yawm al-Arba\\u2018\\u0101\\u2019\",\"Yawm al-Kham\\u012bs\",\"Yawm al-Jum\\u2018a\",\"Yawm al-Sabt\"],dayNamesMin:[\"Ah\",\"Ith\",\"Th\",\"Ar\",\"Kh\",\"Ju\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!0}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 355===this.daysInYear(e.year())},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){for(var e=0,r=1;r<=12;r++)e+=this.daysInMonth(t,r);return e},daysInMonth:function(t,e){for(var r=this._validate(t,e,this.minDay,n.local.invalidMonth).toJD()-24e5+.5,a=0,i=0;i<o.length;i++){if(o[i]>r)return o[a]-o[a-1];a++}return 30},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate),i=12*(a.year()-1)+a.month()-15292;return a.day()+o[i-1]-1+24e5-.5},fromJD:function(t){for(var e=t-24e5+.5,r=0,n=0;n<o.length&&!(o[n]>e);n++)r++;var a=r+15292,i=Math.floor((a-1)/12),s=i+1,l=a-12*i,c=e-o[r-1]+1;return this.newDate(s,l,c)},isValid:function(t,e,r){var a=n.baseCalendar.prototype.isValid.apply(this,arguments);return a&&(a=(t=null!=t.year?t.year:t)>=1276&&t<=1500),a},_validate:function(t,e,r,a){var i=n.baseCalendar.prototype._validate.apply(this,arguments);if(i.year<1276||i.year>1500)throw a.replace(/\\{0\\}/,this.local.name);return i}}),n.calendars.ummalqura=i;var 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n=t(\"object-assign\");function a(){this.regionalOptions=[],this.regionalOptions[\"\"]={invalidCalendar:\"Calendar {0} not found\",invalidDate:\"Invalid {0} date\",invalidMonth:\"Invalid {0} month\",invalidYear:\"Invalid {0} year\",differentCalendars:\"Cannot mix {0} and {1} dates\"},this.local=this.regionalOptions[\"\"],this.calendars={},this._localCals={}}function i(t,e,r,n){if(this._calendar=t,this._year=e,this._month=r,this._day=n,0===this._calendar._validateLevel&&!this._calendar.isValid(this._year,this._month,this._day))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name)}function o(t,e){return\"000000\".substring(0,e-(t=\"\"+t).length)+t}function s(){this.shortYearCutoff=\"+10\"}function l(t){this.local=this.regionalOptions[t]||this.regionalOptions[\"\"]}n(a.prototype,{instance:function(t,e){t=(t||\"gregorian\").toLowerCase(),e=e||\"\";var r=this._localCals[t+\"-\"+e];if(!r&&this.calendars[t]&&(r=new this.calendars[t](e),this._localCals[t+\"-\"+e]=r),!r)throw(this.local.invalidCalendar||this.regionalOptions[\"\"].invalidCalendar).replace(/\\{0\\}/,t);return r},newDate:function(t,e,r,n,a){return(n=(null!=t&&t.year?t.calendar():\"string\"==typeof n?this.instance(n,a):n)||this.instance()).newDate(t,e,r)},substituteDigits:function(t){return function(e){return(e+\"\").replace(/[0-9]/g,(function(e){return t[e]}))}},substituteChineseDigits:function(t,e){return function(r){for(var n=\"\",a=0;r>0;){var i=r%10;n=(0===i?\"\":t[i]+e[a])+n,a++,r=Math.floor(r/10)}return 0===n.indexOf(t[1]+e[1])&&(n=n.substr(1)),n||t[0]}}}),n(i.prototype,{newDate:function(t,e,r){return this._calendar.newDate(null==t?this:t,e,r)},year:function(t){return 0===arguments.length?this._year:this.set(t,\"y\")},month:function(t){return 0===arguments.length?this._month:this.set(t,\"m\")},day:function(t){return 0===arguments.length?this._day:this.set(t,\"d\")},date:function(t,e,r){if(!this._calendar.isValid(t,e,r))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name);return this._year=t,this._month=e,this._day=r,this},leapYear:function(){return this._calendar.leapYear(this)},epoch:function(){return this._calendar.epoch(this)},formatYear:function(){return this._calendar.formatYear(this)},monthOfYear:function(){return this._calendar.monthOfYear(this)},weekOfYear:function(){return this._calendar.weekOfYear(this)},daysInYear:function(){return this._calendar.daysInYear(this)},dayOfYear:function(){return this._calendar.dayOfYear(this)},daysInMonth:function(){return this._calendar.daysInMonth(this)},dayOfWeek:function(){return this._calendar.dayOfWeek(this)},weekDay:function(){return this._calendar.weekDay(this)},extraInfo:function(){return this._calendar.extraInfo(this)},add:function(t,e){return this._calendar.add(this,t,e)},set:function(t,e){return this._calendar.set(this,t,e)},compareTo:function(t){if(this._calendar.name!==t._calendar.name)throw(c.local.differentCalendars||c.regionalOptions[\"\"].differentCalendars).replace(/\\{0\\}/,this._calendar.local.name).replace(/\\{1\\}/,t._calendar.local.name);var e=this._year!==t._year?this._year-t._year:this._month!==t._month?this.monthOfYear()-t.monthOfYear():this._day-t._day;return 0===e?0:e<0?-1:1},calendar:function(){return this._calendar},toJD:function(){return this._calendar.toJD(this)},fromJD:function(t){return this._calendar.fromJD(t)},toJSDate:function(){return this._calendar.toJSDate(this)},fromJSDate:function(t){return this._calendar.fromJSDate(t)},toString:function(){return(this.year()<0?\"-\":\"\")+o(Math.abs(this.year()),4)+\"-\"+o(this.month(),2)+\"-\"+o(this.day(),2)}}),n(s.prototype,{_validateLevel:0,newDate:function(t,e,r){return null==t?this.today():(t.year&&(this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),r=t.day(),e=t.month(),t=t.year()),new i(this,t,e,r))},today:function(){return this.fromJSDate(new Date)},epoch:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear).year()<0?this.local.epochs[0]:this.local.epochs[1]},formatYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return(e.year()<0?\"-\":\"\")+o(Math.abs(e.year()),4)},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear),12},monthOfYear:function(t,e){var r=this._validate(t,e,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth);return(r.month()+this.monthsInYear(r)-this.firstMonth)%this.monthsInYear(r)+this.minMonth},fromMonthOfYear:function(t,e){var r=(e+this.firstMonth-2*this.minMonth)%this.monthsInYear(t)+this.minMonth;return this._validate(t,r,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth),r},daysInYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return this.leapYear(e)?366:365},dayOfYear:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return n.toJD()-this.newDate(n.year(),this.fromMonthOfYear(n.year(),this.minMonth),this.minDay).toJD()+1},daysInWeek:function(){return 7},dayOfWeek:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return(Math.floor(this.toJD(n))+2)%this.daysInWeek()},extraInfo:function(t,e,r){return this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),{}},add:function(t,e,r){return this._validate(t,this.minMonth,this.minDay,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),this._correctAdd(t,this._add(t,e,r),e,r)},_add:function(t,e,r){if(this._validateLevel++,\"d\"===r||\"w\"===r){var n=t.toJD()+e*(\"w\"===r?this.daysInWeek():1),a=t.calendar().fromJD(n);return this._validateLevel--,[a.year(),a.month(),a.day()]}try{var i=t.year()+(\"y\"===r?e:0),o=t.monthOfYear()+(\"m\"===r?e:0);a=t.day();\"y\"===r?(t.month()!==this.fromMonthOfYear(i,o)&&(o=this.newDate(i,t.month(),this.minDay).monthOfYear()),o=Math.min(o,this.monthsInYear(i)),a=Math.min(a,this.daysInMonth(i,this.fromMonthOfYear(i,o)))):\"m\"===r&&(!function(t){for(;o<t.minMonth;)i--,o+=t.monthsInYear(i);for(var e=t.monthsInYear(i);o>e-1+t.minMonth;)i++,o-=e,e=t.monthsInYear(i)}(this),a=Math.min(a,this.daysInMonth(i,this.fromMonthOfYear(i,o))));var s=[i,this.fromMonthOfYear(i,o),a];return this._validateLevel--,s}catch(t){throw 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r,s,l=o(t,e),c=l.on,u=l.off.concat(l.explicitOff),h={},f=t._fullLayout.annotations;if(!c.length&&!u.length)return;for(r=0;r<c.length;r++)(s=i(t.layout,\"annotations\",f[c[r]])).modifyItem(\"visible\",!0),n.extendFlat(h,s.getUpdateObj());for(r=0;r<u.length;r++)(s=i(t.layout,\"annotations\",f[u[r]])).modifyItem(\"visible\",!1),n.extendFlat(h,s.getUpdateObj());return a.call(\"update\",t,{},h)}}},{\"../../lib\":735,\"../../plot_api/plot_template\":773,\"../../registry\":866}],588:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../color\");e.exports=function(t,e,r,i){i(\"opacity\");var o=i(\"bgcolor\"),s=i(\"bordercolor\"),l=a.opacity(s);i(\"borderpad\");var c=i(\"borderwidth\"),u=i(\"showarrow\");if(i(\"text\",u?\" \":r._dfltTitle.annotation),i(\"textangle\"),n.coerceFont(i,\"font\",r.font),i(\"width\"),i(\"align\"),i(\"height\")&&i(\"valign\"),u){var 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l,c,u=t._fullLayout.annotations,h=e._id.charAt(0),f=0;f<u.length;f++)l=u[f],c=\"annotations[\"+f+\"].\",l[h+\"ref\"]===e._id&&p(h),l[\"a\"+h+\"ref\"]===e._id&&p(\"a\"+h);function p(t){var r=l[t],s=null;s=o?a(r,e.range):Math.pow(10,r),n(s)||(s=null),i(c+t,s)}}},{\"../../lib/to_log_range\":761,\"fast-isnumeric\":237}],590:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../plots/cartesian/axes\"),i=t(\"../../plots/array_container_defaults\"),o=t(\"./common_defaults\"),s=t(\"./attributes\");function l(t,e,r){function i(r,a){return n.coerce(t,e,s,r,a)}var l=i(\"visible\"),c=i(\"clicktoshow\");if(l||c){o(t,e,r,i);for(var u=e.showarrow,h=[\"x\",\"y\"],f=[-10,-30],p={_fullLayout:r},d=0;d<2;d++){var g=h[d],m=a.coerceRef(t,e,p,g,\"\",\"paper\");if(\"paper\"!==m)a.getFromId(p,m)._annIndices.push(e._index);if(a.coercePosition(e,p,i,m,g,.5),u){var v=\"a\"+g,y=a.coerceRef(t,e,p,v,\"pixel\");\"pixel\"!==y&&y!==m&&(y=e[v]=\"pixel\");var 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S={x:{},y:{}},E=+e.textangle||0,C=x._infolayer.append(\"g\").classed(v,!0).attr(\"data-index\",String(r)).style(\"opacity\",e.opacity),L=C.append(\"g\").classed(\"annotation-text-g\",!0),P=_[e.showarrow?\"annotationTail\":\"annotationPosition\"],I=e.captureevents||_.annotationText||P,z=L.append(\"g\").style(\"pointer-events\",I?\"all\":null).call(f,\"pointer\").on(\"click\",(function(){t._dragging=!1,t.emit(\"plotly_clickannotation\",q(n.event))}));e.hovertext&&z.on(\"mouseover\",(function(){var r=e.hoverlabel,n=r.font,a=this.getBoundingClientRect(),i=t.getBoundingClientRect();u.loneHover({x0:a.left-i.left,x1:a.right-i.left,y:(a.top+a.bottom)/2-i.top,text:e.hovertext,color:r.bgcolor,borderColor:r.bordercolor,fontFamily:n.family,fontSize:n.size,fontColor:n.color},{container:x._hoverlayer.node(),outerContainer:x._paper.node(),gd:t})})).on(\"mouseout\",(function(){u.loneUnhover(x._hoverlayer.node())}));var O=e.borderwidth,D=e.borderpad,R=O+D,F=z.append(\"rect\").attr(\"class\",\"bg\").style(\"stroke-width\",O+\"px\").call(l.stroke,e.bordercolor).call(l.fill,e.bgcolor),B=e.width||e.height,N=x._topclips.selectAll(\"#\"+A).data(B?[0]:[]);N.enter().append(\"clipPath\").classed(\"annclip\",!0).attr(\"id\",A).append(\"rect\"),N.exit().remove();var j=e.font,U=x._meta?o.templateString(e.text,x._meta):e.text,V=z.append(\"text\").classed(\"annotation-text\",!0).text(U);_.annotationText?V.call(h.makeEditable,{delegate:z,gd:t}).call(H).on(\"edit\",(function(r){e.text=r,this.call(H),k(\"text\",r),s&&s.autorange&&T(s._name+\".autorange\",!0),m&&m.autorange&&T(m._name+\".autorange\",!0),a.call(\"_guiRelayout\",t,M())})):V.call(H)}else n.selectAll(\"#\"+A).remove();function q(t){var n={index:r,annotation:e._input,fullAnnotation:e,event:t};return i&&(n.subplotId=i),n}function H(r){return 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dt=0,gt=0;if(\"left\"!==e.align&&(dt=(w-v)*(\"center\"===e.align?.5:1)),\"top\"!==e.valign&&(gt=(I-y)*(\"middle\"===e.valign?.5:1)),u)n.select(\"svg\").attr({x:R+dt-1,y:R+gt}).call(c.setClipUrl,B?A:null,t);else{var mt=R+gt-d.top,vt=R+dt-d.left;V.call(h.positionText,vt,mt).call(c.setClipUrl,B?A:null,t)}N.select(\"rect\").call(c.setRect,R,R,w,I),F.call(c.setRect,O/2,O/2,D-O,j-O),z.call(c.setTranslate,Math.round(S.x.text-D/2),Math.round(S.y.text-j/2)),L.attr({transform:\"rotate(\"+E+\",\"+S.x.text+\",\"+S.y.text+\")\"});var yt,xt=function(r,n){C.selectAll(\".annotation-arrow-g\").remove();var u=S.x.head,h=S.y.head,f=S.x.tail+r,d=S.y.tail+n,v=S.x.text+r,y=S.y.text+n,x=o.rotationXYMatrix(E,v,y),w=o.apply2DTransform(x),A=o.apply2DTransform2(x),P=+F.attr(\"width\"),I=+F.attr(\"height\"),O=v-.5*P,D=O+P,R=y-.5*I,B=R+I,N=[[O,R,O,B],[O,B,D,B],[D,B,D,R],[D,R,O,R]].map(A);if(!N.reduce((function(t,e){return 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n=t(\"../annotations/attributes\"),a=t(\"../../plot_api/edit_types\").overrideAll,i=t(\"../../plot_api/plot_template\").templatedArray;e.exports=a(i(\"annotation\",{visible:n.visible,x:{valType:\"any\"},y:{valType:\"any\"},z:{valType:\"any\"},ax:{valType:\"number\"},ay:{valType:\"number\"},xanchor:n.xanchor,xshift:n.xshift,yanchor:n.yanchor,yshift:n.yshift,text:n.text,textangle:n.textangle,font:n.font,width:n.width,height:n.height,opacity:n.opacity,align:n.align,valign:n.valign,bgcolor:n.bgcolor,bordercolor:n.bordercolor,borderpad:n.borderpad,borderwidth:n.borderwidth,showarrow:n.showarrow,arrowcolor:n.arrowcolor,arrowhead:n.arrowhead,startarrowhead:n.startarrowhead,arrowside:n.arrowside,arrowsize:n.arrowsize,startarrowsize:n.startarrowsize,arrowwidth:n.arrowwidth,standoff:n.standoff,startstandoff:n.startstandoff,hovertext:n.hovertext,hoverlabel:n.hoverlabel,captureevents:n.captureevents}),\"calc\",\"from-root\")},{\"../../plot_api/edit_types\":766,\"../../plot_api/plot_template\":773,\"../annotations/attributes\":585}],595:[function(t,e,r){\"use 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n.coerce(t,e,s,r,a)}function c(t){var n=t+\"axis\",i={_fullLayout:{}};return i._fullLayout[n]=r[n],a.coercePosition(e,i,l,t,t,.5)}l(\"visible\")&&(o(t,e,i.fullLayout,l),c(\"x\"),c(\"y\"),c(\"z\"),n.noneOrAll(t,e,[\"x\",\"y\",\"z\"]),e.xref=\"x\",e.yref=\"y\",e.zref=\"z\",l(\"xanchor\"),l(\"yanchor\"),l(\"xshift\"),l(\"yshift\"),e.showarrow&&(e.axref=\"pixel\",e.ayref=\"pixel\",l(\"ax\",-10),l(\"ay\",-30),n.noneOrAll(t,e,[\"ax\",\"ay\"])))}e.exports=function(t,e,r){i(t,e,{name:\"annotations\",handleItemDefaults:l,fullLayout:r.fullLayout})}},{\"../../lib\":735,\"../../plots/array_container_defaults\":779,\"../../plots/cartesian/axes\":783,\"../annotations/common_defaults\":588,\"./attributes\":594}],597:[function(t,e,r){\"use strict\";var n=t(\"../annotations/draw\").drawRaw,a=t(\"../../plots/gl3d/project\"),i=[\"x\",\"y\",\"z\"];e.exports=function(t){for(var e=t.fullSceneLayout,r=t.dataScale,o=e.annotations,s=0;s<o.length;s++){for(var l=o[s],c=!1,u=0;u<3;u++){var h=i[u],f=l[h],p=e[h+\"axis\"].r2fraction(f);if(p<0||p>1){c=!0;break}}c?t.fullLayout._infolayer.select(\".annotation-\"+t.id+'[data-index=\"'+s+'\"]').remove():(l._pdata=a(t.glplot.cameraParams,[e.xaxis.r2l(l.x)*r[0],e.yaxis.r2l(l.y)*r[1],e.zaxis.r2l(l.z)*r[2]]),n(t.graphDiv,l,s,t.id,l._xa,l._ya))}}},{\"../../plots/gl3d/project\":834,\"../annotations/draw\":591}],598:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),a=t(\"../../lib\");e.exports={moduleType:\"component\",name:\"annotations3d\",schema:{subplots:{scene:{annotations:t(\"./attributes\")}}},layoutAttributes:t(\"./attributes\"),handleDefaults:t(\"./defaults\"),includeBasePlot:function(t,e){var r=n.subplotsRegistry.gl3d;if(!r)return;for(var i=r.attrRegex,o=Object.keys(t),s=0;s<o.length;s++){var 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This does not set the calendar for\",\"interpreting data on this axis, that's specified in the trace\",\"or via the global `layout.calendar`\"].join(\" \"));e.exports={moduleType:\"component\",name:\"calendars\",schema:{traces:{scatter:m,bar:m,box:m,heatmap:m,contour:m,histogram:m,histogram2d:m,histogram2dcontour:m,scatter3d:v,surface:v,mesh3d:v,scattergl:m,ohlc:g,candlestick:g},layout:{calendar:p([\"Sets the default calendar system to use for interpreting and\",\"displaying dates throughout the plot.\"].join(\" \"))},subplots:{xaxis:{calendar:y},yaxis:{calendar:y},scene:{xaxis:{calendar:y},yaxis:{calendar:y},zaxis:{calendar:y}},polar:{radialaxis:{calendar:y}}},transforms:{filter:{valuecalendar:p([\"Sets the calendar system to use for `value`, if it is a date.\"].join(\" \")),targetcalendar:p([\"Sets the calendar system to use for `target`, if it is an\",\"array of dates. If `target` is a string (eg *x*) we use the\",\"corresponding trace attribute (eg `xcalendar`) if it exists,\",\"even if `targetcalendar` is provided.\"].join(\" \"))}}},layoutAttributes:l,handleDefaults:c,handleTraceDefaults:function(t,e,r,n){for(var 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S=/<extra>([\\s\\S]*)<\\/extra>/;function E(t,e,r){var a=r._fullLayout,i=e.hovermode,s=e.rotateLabels,c=e.bgColor,f=e.container,p=e.outerContainer,d=e.commonLabelOpts||{},b=e.fontFamily||m.HOVERFONT,_=e.fontSize||m.HOVERFONTSIZE,w=t[0],T=w.xa,S=w.ya,E=\"y\"===i.charAt(0)?\"yLabel\":\"xLabel\",L=w[E],P=(String(L)||\"\").split(\" \")[0],I=p.node().getBoundingClientRect(),z=I.top,O=I.width,D=I.height,R=void 0!==L&&w.distance<=e.hoverdistance&&(\"x\"===i||\"y\"===i);if(R){var F,B,N=!0;for(F=0;F<t.length;F++)if(N&&void 0===t[F].zLabel&&(N=!1),B=t[F].hoverinfo||t[F].trace.hoverinfo){var j=Array.isArray(B)?B:B.split(\"+\");if(-1===j.indexOf(\"all\")&&-1===j.indexOf(i)){R=!1;break}}N&&(R=!1)}var U=f.selectAll(\"g.axistext\").data(R?[0]:[]);function V(t){return t.filter((function(t){return void 0!==t.zLabelVal||(t[E]||\"\").split(\" \")[0]===P}))}if(U.enter().append(\"g\").classed(\"axistext\",!0),U.exit().remove(),U.each((function(){var 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E=x.width/2+M;v<E?(v=E,s.attr(\"d\",\"M-\"+(E-k)+\",0L-\"+(E-2*k)+\",\"+A+k+\"H\"+(M+x.width/2)+\"v\"+A+(2*M+x.height)+\"H-\"+E+\"V\"+A+k+\"Z\")):v>a.width-E?(v=a.width-E,s.attr(\"d\",\"M\"+(E-k)+\",0L\"+E+\",\"+A+k+\"v\"+A+(2*M+x.height)+\"H-\"+E+\"V\"+A+k+\"H\"+(E-2*k)+\"Z\")):s.attr(\"d\",\"M0,0L\"+k+\",\"+A+k+\"H\"+(M+x.width/2)+\"v\"+A+(2*M+x.height)+\"H-\"+(M+x.width/2)+\"V\"+A+k+\"H-\"+k+\"Z\")}else{var C,P,I;\"right\"===S.side?(C=\"start\",P=1,I=\"\",v=T._offset+T._length):(C=\"end\",P=-1,I=\"-\",v=T._offset),y=S._offset+(w.y0+w.y1)/2,c.attr(\"text-anchor\",C),s.attr(\"d\",\"M0,0L\"+I+k+\",\"+k+\"V\"+(M+x.height/2)+\"h\"+I+(2*M+x.width)+\"V-\"+(M+x.height/2)+\"H\"+I+k+\"V-\"+k+\"Z\");var O,D=x.height/2,R=z-x.top-D,F=\"clip\"+a._uid+\"commonlabel\"+S._id;if(v<x.width+2*M+k){O=\"M-\"+(k+M)+\"-\"+D+\"h-\"+(x.width-M)+\"V\"+D+\"h\"+(x.width-M)+\"Z\";var B=x.width-v+M;l.positionText(c,B,R),\"end\"===C&&c.selectAll(\"tspan\").each((function(){var 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t=n.select(this);t.append(\"rect\").call(h.fill,h.addOpacity(c,.8)),t.append(\"text\").classed(\"name\",!0),t.append(\"path\").style(\"stroke-width\",\"1px\"),t.append(\"text\").classed(\"nums\",!0).call(u.font,b,_)})),it.exit().remove(),it.each((function(t){var e=n.select(this).attr(\"transform\",\"\"),o=t.bgcolor||t.color,f=h.combine(h.opacity(o)?o:h.defaultLine,c),p=h.combine(h.opacity(t.color)?t.color:h.defaultLine,c),d=t.borderColor||h.contrast(f),g=C(t,R,i,a,L,e),m=g[0],v=g[1],y=e.select(\"text.nums\").call(u.font,t.fontFamily||b,t.fontSize||_,t.fontColor||d).text(m).attr(\"data-notex\",1).call(l.positionText,0,0).call(l.convertToTspans,r),w=e.select(\"text.name\"),T=0,A=0;if(v&&v!==m){w.call(u.font,t.fontFamily||b,t.fontSize||_,p).text(v).attr(\"data-notex\",1).call(l.positionText,0,0).call(l.convertToTspans,r);var S=w.node().getBoundingClientRect();T=S.width+2*M,A=S.height+2*M}else w.remove(),e.select(\"rect\").remove();e.select(\"path\").style({fill:f,stroke:d});var E,P,I=y.node().getBoundingClientRect(),F=t.xa._offset+(t.x0+t.x1)/2,B=t.ya._offset+(t.y0+t.y1)/2,N=Math.abs(t.x1-t.x0),j=Math.abs(t.y1-t.y0),U=I.width+k+M+T;if(t.ty0=z-I.top,t.bx=I.width+2*M,t.by=Math.max(I.height+2*M,A),t.anchor=\"start\",t.txwidth=I.width,t.tx2width=T,t.offset=0,s)t.pos=F,E=B+j/2+U<=D,P=B-j/2-U>=0,\"top\"!==t.idealAlign&&E||!P?E?(B+=j/2,t.anchor=\"start\"):t.anchor=\"middle\":(B-=j/2,t.anchor=\"end\");else if(t.pos=B,E=F+N/2+U<=O,P=F-N/2-U>=0,\"left\"!==t.idealAlign&&E||!P)if(E)F+=N/2,t.anchor=\"start\";else{t.anchor=\"middle\";var V=U/2,q=F+V-O,H=F-V;q>0&&(F-=q),H<0&&(F+=-H)}else F-=N/2,t.anchor=\"end\";y.attr(\"text-anchor\",t.anchor),T&&w.attr(\"text-anchor\",t.anchor),e.attr(\"transform\",\"translate(\"+F+\",\"+B+\")\"+(s?\"rotate(\"+x+\")\":\"\"))})),it}function C(t,e,r,n,a,i){var s=\"\",l=\"\";void 0!==t.nameOverride&&(t.name=t.nameOverride),t.name&&(t.trace._meta&&(t.name=o.templateString(t.name,t.trace._meta)),s=O(t.name,t.nameLength)),void 0!==t.zLabel?(void 0!==t.xLabel&&(l+=\"x: \"+t.xLabel+\"<br>\"),void 0!==t.yLabel&&(l+=\"y: \"+t.yLabel+\"<br>\"),\"choropleth\"!==t.trace.type&&\"choroplethmapbox\"!==t.trace.type&&(l+=(l?\"z: \":\"\")+t.zLabel)):e&&t[r.charAt(0)+\"Label\"]===a?l=t[(\"x\"===r.charAt(0)?\"y\":\"x\")+\"Label\"]||\"\":void 0===t.xLabel?void 0!==t.yLabel&&\"scattercarpet\"!==t.trace.type&&(l=t.yLabel):l=void 0===t.yLabel?t.xLabel:\"(\"+t.xLabel+\", \"+t.yLabel+\")\",!t.text&&0!==t.text||Array.isArray(t.text)||(l+=(l?\"<br>\":\"\")+t.text),void 0!==t.extraText&&(l+=(l?\"<br>\":\"\")+t.extraText),i&&\"\"===l&&!t.hovertemplate&&(\"\"===s&&i.remove(),l=s);var c=n._d3locale,u=t.hovertemplate||!1,h=t.hovertemplateLabels||t,f=t.eventData[0]||{};return u&&(l=(l=o.hovertemplateString(u,h,c,f,t.trace._meta)).replace(S,(function(e,r){return s=O(r,t.nameLength),\"\"}))),[l,s]}function L(t,e){t.each((function(t){var r=n.select(this);if(t.del)return r.remove();var 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r=t.index,n=t.trace||{},i=t.cd[0],s=t.cd[r]||{};function l(t){return t||a(t)&&0===t}var c=Array.isArray(r)?function(t,e){var a=o.castOption(i,r,t);return l(a)?a:o.extractOption({},n,\"\",e)}:function(t,e){return o.extractOption(s,n,t,e)};function u(e,r,n){var a=c(r,n);l(a)&&(t[e]=a)}if(u(\"hoverinfo\",\"hi\",\"hoverinfo\"),u(\"bgcolor\",\"hbg\",\"hoverlabel.bgcolor\"),u(\"borderColor\",\"hbc\",\"hoverlabel.bordercolor\"),u(\"fontFamily\",\"htf\",\"hoverlabel.font.family\"),u(\"fontSize\",\"hts\",\"hoverlabel.font.size\"),u(\"fontColor\",\"htc\",\"hoverlabel.font.color\"),u(\"nameLength\",\"hnl\",\"hoverlabel.namelength\"),u(\"textAlign\",\"hta\",\"hoverlabel.align\"),t.posref=\"y\"===e||\"closest\"===e&&\"h\"===n.orientation?t.xa._offset+(t.x0+t.x1)/2:t.ya._offset+(t.y0+t.y1)/2,t.x0=o.constrain(t.x0,0,t.xa._length),t.x1=o.constrain(t.x1,0,t.xa._length),t.y0=o.constrain(t.y0,0,t.ya._length),t.y1=o.constrain(t.y1,0,t.ya._length),void 0!==t.xLabelVal&&(t.xLabel=\"xLabel\"in 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n=t(\"../../plots/font_attributes\"),a=t(\"../../plots/pad_attributes\"),i=t(\"../../lib/extend\").extendDeepAll,o=t(\"../../plot_api/edit_types\").overrideAll,s=t(\"../../plots/animation_attributes\"),l=t(\"../../plot_api/plot_template\").templatedArray,c=t(\"./constants\"),u=l(\"step\",{visible:{valType:\"boolean\",dflt:!0},method:{valType:\"enumerated\",values:[\"restyle\",\"relayout\",\"animate\",\"update\",\"skip\"],dflt:\"restyle\"},args:{valType:\"info_array\",freeLength:!0,items:[{valType:\"any\"},{valType:\"any\"},{valType:\"any\"}]},label:{valType:\"string\"},value:{valType:\"string\"},execute:{valType:\"boolean\",dflt:!0}});e.exports=o(l(\"slider\",{visible:{valType:\"boolean\",dflt:!0},active:{valType:\"number\",min:0,dflt:0},steps:u,lenmode:{valType:\"enumerated\",values:[\"fraction\",\"pixels\"],dflt:\"fraction\"},len:{valType:\"number\",min:0,dflt:1},x:{valType:\"number\",min:-2,max:3,dflt:0},pad:i(a({editType:\"arraydraw\"}),{},{t:{dflt:20}}),xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"left\"},y:{valType:\"number\",min:-2,max:3,dflt:0},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],dflt:\"top\"},transition:{duration:{valType:\"number\",min:0,dflt:150},easing:{valType:\"enumerated\",values:s.transition.easing.values,dflt:\"cubic-in-out\"}},currentvalue:{visible:{valType:\"boolean\",dflt:!0},xanchor:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],dflt:\"left\"},offset:{valType:\"number\",dflt:10},prefix:{valType:\"string\"},suffix:{valType:\"string\"},font:n({})},font:n({}),activebgcolor:{valType:\"color\",dflt:c.gripBgActiveColor},bgcolor:{valType:\"color\",dflt:c.railBgColor},bordercolor:{valType:\"color\",dflt:c.railBorderColor},borderwidth:{valType:\"number\",min:0,dflt:c.railBorderWidth},ticklen:{valType:\"number\",min:0,dflt:c.tickLength},tickcolor:{valType:\"color\",dflt:c.tickColor},tickwidth:{valType:\"number\",min:0,dflt:1},minorticklen:{valType:\"number\",min:0,dflt:c.minorTickLength}}),\"arraydraw\",\"from-root\")},{\"../../lib/extend\":726,\"../../plot_api/edit_types\":766,\"../../plot_api/plot_template\":773,\"../../plots/animation_attributes\":778,\"../../plots/font_attributes\":811,\"../../plots/pad_attributes\":845,\"./constants\":693}],693:[function(t,e,r){\"use 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T={y:e.y,b:h.height*d[w],t:h.height*p[w]};\"fraction\"===e.lenmode?(T.l=0,T.xl=e.x-e.len*p[_],T.r=0,T.xr=e.x+e.len*d[_]):(T.x=e.x,T.l=h.outerLength*p[_],T.r=h.outerLength*d[_]),a.autoMargin(t,g(e),T)}function y(t,e,r){if(e.currentvalue.visible){var n,a,i=e._dims;switch(e.currentvalue.xanchor){case\"right\":n=i.inputAreaLength-u.currentValueInset-i.currentValueMaxWidth,a=\"left\";break;case\"center\":n=.5*i.inputAreaLength,a=\"middle\";break;default:n=u.currentValueInset,a=\"left\"}var c=s.ensureSingle(t,\"text\",u.labelClass,(function(t){t.classed(\"user-select-none\",!0).attr({\"text-anchor\":a,\"data-notex\":1})})),h=e.currentvalue.prefix?e.currentvalue.prefix:\"\";if(\"string\"==typeof r)h+=r;else{var p=e.steps[e.active].label,d=e._gd._fullLayout._meta;d&&(p=s.templateString(p,d)),h+=p}e.currentvalue.suffix&&(h+=e.currentvalue.suffix),c.call(o.font,e.currentvalue.font).text(h).call(l.convertToTspans,e._gd);var 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n=t(\"d3\"),a=t(\"country-regex\"),i=t(\"@turf/area\"),o=t(\"@turf/centroid\"),s=t(\"@turf/bbox\"),l=t(\"./identity\"),c=t(\"./loggers\"),u=t(\"./is_plain_object\"),h=t(\"./nested_property\"),f=t(\"./polygon\"),p=Object.keys(a),d={\"ISO-3\":l,\"USA-states\":l,\"country names\":function(t){for(var e=0;e<p.length;e++){var r=p[e];if(new RegExp(a[r]).test(t.trim().toLowerCase()))return r}return c.log(\"Unrecognized country name: \"+t+\".\"),!1}};function g(t){var e=t.geojson,r=window.PlotlyGeoAssets||{},n=\"string\"==typeof e?r[e]:e;return u(n)?n:(c.error(\"Oops ... something went wrong when fetching \"+e),!1)}e.exports={locationToFeature:function(t,e,r){if(!e||\"string\"!=typeof e)return!1;var n,a,i,o=d[t](e);if(o){if(\"USA-states\"===t)for(n=[],i=0;i<r.length;i++)(a=r[i]).properties&&a.properties.gu&&\"USA\"===a.properties.gu&&n.push(a);else n=r;for(i=0;i<n.length;i++)if((a=n[i]).id===o)return a;c.log([\"Location with id\",o,\"does not have a matching topojson feature at this 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n=t(\"fast-isnumeric\"),a=t(\"../../registry\"),i=t(\"../../lib\"),o=t(\"../array_container_defaults\"),s=t(\"./layout_attributes\"),l=t(\"./tick_value_defaults\"),c=t(\"./tick_mark_defaults\"),u=t(\"./tick_label_defaults\"),h=t(\"./category_order_defaults\"),f=t(\"./line_grid_defaults\"),p=t(\"./set_convert\"),d=t(\"./constants\").WEEKDAY_PATTERN,g=t(\"./constants\").HOUR_PATTERN;function m(t,e,r){function a(r,n){return i.coerce(t,e,s.rangebreaks,r,n)}if(a(\"enabled\")){var o=a(\"bounds\");if(o&&o.length>=2){var l,c,u=\"\";if(2===o.length)for(l=0;l<2;l++)if(c=y(o[l])){u=d;break}var h=a(\"pattern\",u);if(h===d)for(l=0;l<2;l++)(c=y(o[l]))&&(e.bounds[l]=o[l]=c-1);if(h)for(l=0;l<2;l++)switch(c=o[l],h){case d:if(!n(c))return void(e.enabled=!1);if((c=+c)!==Math.floor(c)||c<0||c>=7)return void(e.enabled=!1);e.bounds[l]=o[l]=c;break;case g:if(!n(c))return void(e.enabled=!1);if((c=+c)<0||c>24)return void(e.enabled=!1);e.bounds[l]=o[l]=c}if(!1===r.autorange){var 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n=t(\"../../lib\"),a=t(\"./axis_ids\").id2name,i=t(\"./scale_zoom\"),o=t(\"./autorange\").makePadFn,s=t(\"./autorange\").concatExtremes,l=t(\"../../constants/numerical\").ALMOST_EQUAL,c=t(\"../../constants/alignment\").FROM_BL;function u(t,e,r,n,i){var o,s,l,c,u=\"range\"!==i,h=n[a(e)].type,f=[];for(s=0;s<r.length;s++)if((l=r[s])!==e&&(c=n[a(l)]).type===h)if(c.fixedrange){if(u&&c.anchor){n[a(c.anchor)].fixedrange&&f.push(l)}}else f.push(l);for(o=0;o<t.length;o++)if(t[o][e]){var p=t[o],d=[];for(s=0;s<f.length;s++)p[l=f[s]]||d.push(l);return{linkableAxes:d,thisGroup:p}}return{linkableAxes:f,thisGroup:null}}function h(t,e,r,n,a){var i,o,s,l,c;null===e?((e={})[r]=1,c=t.length,t.push(e)):c=t.indexOf(e);var u=Object.keys(e);for(i=0;i<t.length;i++)if(s=t[i],i!==c&&s[n]){var h=s[n];for(o=0;o<u.length;o++)s[l=u[o]]=h*a*e[l];return void t.splice(c,1)}if(1!==a)for(o=0;o<u.length;o++)e[u[o]]*=a;e[n]=1}function f(t,e){var 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n._length*(n._rl[e]-a)/(n._rl[e]-n._rl[i])}}function Nt(t,e){for(var r=rt.isSubplotConstrained?{x:J,y:X}[t]:rt[t+\"axes\"],n=rt.isSubplotConstrained?{x:X,y:J}[t]:[],a=0;a<r.length;a++){var i=r[a],o=i._id,s=rt.xLinks[o]||rt.yLinks[o],l=n[0]||W[s]||Z[s];l&&(e?(e[i._name+\".range[0]\"]=e[l._name+\".range[0]\"],e[i._name+\".range[1]\"]=e[l._name+\".range[1]\"]):i.range=l.range.slice())}}function jt(){var e,r=[];function n(t){for(e=0;e<t.length;e++)t[e].fixedrange||r.push(t[e]._id)}for(ot&&(n(X),n(et.xaxes),n(rt.xaxes)),st&&(n(J),n(et.yaxes),n(rt.yaxes)),ht={},e=0;e<r.length;e++){var a=r[e],i=w(t,a);f.drawOne(t,i,{skipTitle:!0}),ht[i._name+\".range[0]\"]=i.range[0],ht[i._name+\".range[1]\"]=i.range[1]}f.redrawComponents(t,r)}function Ut(){if(!t._transitioningWithDuration){var e=t._context.doubleClick,r=[];nt&&(r=r.concat(X)),at&&(r=r.concat(J)),rt.xaxes&&(r=r.concat(rt.xaxes)),rt.yaxes&&(r=r.concat(rt.yaxes));var n,a,i,s={};if(\"reset+autosize\"===e)for(e=\"autosize\",a=0;a<r.length;a++)if((n=r[a])._rangeInitial&&(n.range[0]!==n._rangeInitial[0]||n.range[1]!==n._rangeInitial[1])||!n._rangeInitial&&!n.autorange){e=\"reset\";break}if(\"autosize\"===e)for(a=0;a<r.length;a++)(n=r[a]).fixedrange||(s[n._name+\".autorange\"]=!0);else if(\"reset\"===e)for((nt||et.isSubplotConstrained)&&(r=r.concat(et.xaxes)),at&&!et.isSubplotConstrained&&(r=r.concat(et.yaxes)),et.isSubplotConstrained&&(nt?at||(r=r.concat(J)):r=r.concat(X)),a=0;a<r.length;a++)(n=r[a]).fixedrange||(n._rangeInitial?(i=n._rangeInitial,s[n._name+\".range[0]\"]=i[0],s[n._name+\".range[1]\"]=i[1]):s[n._name+\".autorange\"]=!0);t.emit(\"plotly_doubleclick\",null),o.call(\"_guiRelayout\",t,s)}}function Vt(){qt([0,0,$,tt]),s.syncOrAsync([_.previousPromises,function(){t._fullLayout._replotting=!1,o.call(\"_guiRelayout\",t,ht)}],t)}function qt(e){var r,n,a,i,l=t._fullLayout,c=l._plots,h=l._subplots.cartesian;if(ct&&o.subplotsRegistry.splom.drag(t),lt)for(r=0;r<h.length;r++)if(a=(n=c[h[r]]).xaxis,i=n.yaxis,n._scene){var f=s.simpleMap(a.range,a.r2l),p=s.simpleMap(i.range,i.r2l);n._scene.update({range:[f[0],p[0],f[1],p[1]]})}if((ct||lt)&&(x(t),b(t)),ut){var d=e[2]/P._length,m=e[3]/j._length;for(r=0;r<h.length;r++){a=(n=c[h[r]]).xaxis,i=n.yaxis;var v,y,_,w,T=ot&&!a.fixedrange&&W[a._id],k=st&&!i.fixedrange&&Z[i._id];if(T?(v=d,_=L?e[0]:Yt(a,v)):rt.xaHash[a._id]?(v=d,_=e[0]*a._length/P._length):rt.yaHash[a._id]?(v=m,_=\"ns\"===at?-e[1]*a._length/j._length:Yt(a,v,{n:\"top\",s:\"bottom\"}[at])):_=Gt(a,v=Ht(a,d,m)),k?(y=m,w=g?e[1]:Yt(i,y)):rt.yaHash[i._id]?(y=m,w=e[1]*i._length/j._length):rt.xaHash[i._id]?(y=d,w=\"ew\"===nt?-e[0]*i._length/P._length:Yt(i,y,{e:\"right\",w:\"left\"}[nt])):w=Gt(i,y=Ht(i,d,m)),v||y){v||(v=1),y||(y=1);var 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n,a=Math.exp(-Math.min(Math.max(r,-20),20)/200),i=Ft.draglayer.select(\".nsewdrag\").node().getBoundingClientRect(),o=(e.clientX-i.left)/i.width,l=(i.bottom-e.clientY)/i.height;if(ot){for(L||(o=.5),n=0;n<X.length;n++)c(X[n],o,a);Nt(\"x\"),Ot[2]*=a,Ot[0]+=Ot[2]*o*(1/a-1)}if(st){for(g||(l=.5),n=0;n<J.length;n++)c(J[n],l,a);Nt(\"y\"),Ot[3]*=a,Ot[1]+=Ot[3]*(1-l)*(1/a-1)}qt(Ot),jt(),t.emit(\"plotly_relayouting\",ht),Dt=setTimeout((function(){Ot=[0,0,$,tt],Vt()}),Rt),e.preventDefault()}else s.log(\"Did not find wheel motion attributes: \",e)}function c(t,e,r){if(!t.fixedrange){var n=s.simpleMap(t.range,t.r2l),a=n[0]+(n[1]-n[0])*e;t.range=n.map((function(e){return t.l2r(a+(e-a)*r)}))}}})),vt},makeDragger:P,makeRectDragger:I,makeZoombox:F,makeCorners:B,updateZoombox:N,xyCorners:q,transitionZoombox:j,removeZoombox:U,showDoubleClickNotifier:V,attachWheelEventHandler:G}},{\"../../components/color\":602,\"../../components/dragelement\":621,\"../../components/dragelement/helpers\":620,\"../../components/drawing\":624,\"../../components/fx\":642,\"../../constants/alignment\":704,\"../../lib\":735,\"../../lib/clear_gl_canvases\":720,\"../../lib/setcursor\":755,\"../../lib/svg_text_utils\":759,\"../../plot_api/subroutines\":774,\"../../registry\":866,\"../plots\":846,\"./axes\":783,\"./axis_ids\":786,\"./constants\":789,\"./scale_zoom\":801,\"./select\":802,d3:165,\"has-passive-events\":414,tinycolor2:535}],792:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../components/fx\"),i=t(\"../../components/dragelement\"),o=t(\"../../lib/setcursor\"),s=t(\"./dragbox\").makeDragBox,l=t(\"./constants\").DRAGGERSIZE;r.initInteractions=function(t){var 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n=t(\"d3\"),a=t(\"../../registry\"),i=t(\"../../lib\"),o=t(\"../../components/color\"),s=t(\"../../components/drawing\"),l=t(\"../../components/fx\"),c=t(\"../plots\"),u=t(\"../cartesian/axes\"),h=t(\"../cartesian/autorange\").getAutoRange,f=t(\"../../components/dragelement\"),p=t(\"../cartesian/select\").prepSelect,d=t(\"../cartesian/select\").clearSelect,g=t(\"../cartesian/select\").selectOnClick,m=t(\"./zoom\"),v=t(\"./constants\"),y=t(\"../../lib/geo_location_utils\"),x=t(\"../../lib/topojson_utils\"),b=t(\"topojson-client\").feature;function 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e=t.projection.type,r=n.geo[v.projNames[e]](),a=t._isClipped?v.lonaxisSpan[e]/2:null,i=[\"center\",\"rotate\",\"parallels\",\"clipExtent\"],o=function(t){return t?r:[]},s=0;s<i.length;s++){var l=i[s];\"function\"!=typeof r[l]&&(r[l]=o)}r.isLonLatOverEdges=function(t){if(null===r(t))return!0;if(a){var e=r.rotate();return n.geo.distance(t,[-e[0],-e[1]])>a*Math.PI/180}return!1},r.getPath=function(){return n.geo.path().projection(r)},r.getBounds=function(t){return r.getPath().bounds(t)},r.fitExtent=function(t,e){var n=t[1][0]-t[0][0],a=t[1][1]-t[0][1],i=r.clipExtent&&r.clipExtent();r.scale(150).translate([0,0]),i&&r.clipExtent(null);var o=r.getBounds(e),s=Math.min(n/(o[1][0]-o[0][0]),a/(o[1][1]-o[0][1])),l=+t[0][0]+(n-s*(o[1][0]+o[0][0]))/2,c=+t[0][1]+(a-s*(o[1][1]+o[0][1]))/2;return i&&r.clipExtent(i),r.scale(150*s).translate([l,c])},r.precision(v.precision),a&&r.clipAngle(a-v.clipPad);return 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r=this.bounds,n=(e.framewidth||0)/2,a=r[0][0]-n,i=r[0][1]-n,l=r[1][0]-a+n,c=r[1][1]-i+n;s.setRect(this.clipRect,a,i,l,c),this.bgRect.call(s.setRect,a,i,l,c).call(o.fill,e.bgcolor),this.xaxis._offset=a,this.xaxis._length=l,this.yaxis._offset=i,this.yaxis._length=c},w.updateFx=function(t,e){var r=this,i=r.graphDiv,o=r.bgRect,s=t.dragmode,c=t.clickmode;if(!r.isStatic){var u;\"select\"===s?u=function(t,e){(t.range={})[r.id]=[v([e.xmin,e.ymin]),v([e.xmax,e.ymax])]}:\"lasso\"===s&&(u=function(t,e,n){(t.lassoPoints={})[r.id]=n.filtered.map(v)});var h={element:r.bgRect.node(),gd:i,plotinfo:{id:r.id,xaxis:r.xaxis,yaxis:r.yaxis,fillRangeItems:u},xaxes:[r.xaxis],yaxes:[r.yaxis],subplot:r.id,clickFn:function(t){2===t&&d(i)}};\"pan\"===s?(o.node().onmousedown=null,o.call(m(r,e)),o.on(\"dblclick.zoom\",(function(){var t=r.viewInitial,e={};for(var n in 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t=this,e=t.graphDiv,r=e._fullLayout,a=\"clip\"+r._uid+t.id;t.clipDef=r._clips.append(\"clipPath\").attr(\"id\",a),t.clipRect=t.clipDef.append(\"rect\"),t.framework=n.select(t.container).append(\"g\").attr(\"class\",\"geo \"+t.id).call(s.setClipUrl,a,e),t.project=function(e){var r=t.projection(e);return r?[r[0]-t.xaxis._offset,r[1]-t.yaxis._offset]:[null,null]},t.xaxis={_id:\"x\",c2p:function(e){return t.project(e)[0]}},t.yaxis={_id:\"y\",c2p:function(e){return t.project(e)[1]}},t.mockAxis={type:\"linear\",showexponent:\"all\",exponentformat:\"B\"},u.setConvert(t.mockAxis,r)},w.saveViewInitial=function(t){var e,r=t.center||{},n=t.projection,a=n.rotation||{};this.viewInitial={fitbounds:t.fitbounds,\"projection.scale\":n.scale},e=t._isScoped?{\"center.lon\":r.lon,\"center.lat\":r.lat}:t._isClipped?{\"projection.rotation.lon\":a.lon,\"projection.rotation.lat\":a.lat}:{\"center.lon\":r.lon,\"center.lat\":r.lat,\"projection.rotation.lon\":a.lon},i.extendFlat(this.viewInitial,e)},w.render=function(){var t,e=this.projection,r=e.getPath();function n(t){var r=e(t.lonlat);return r?\"translate(\"+r[0]+\",\"+r[1]+\")\":null}function a(t){return e.isLonLatOverEdges(t.lonlat)?\"none\":null}for(t in this.basePaths)this.basePaths[t].attr(\"d\",r);for(t in this.dataPaths)this.dataPaths[t].attr(\"d\",(function(t){return r(t.geojson)}));for(t in 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n=t(\"../../components/color/attributes\"),a=t(\"../domain\").attributes,i=t(\"./constants\"),o=t(\"../../plot_api/edit_types\").overrideAll,s={range:{valType:\"info_array\",items:[{valType:\"number\"},{valType:\"number\"}]},showgrid:{valType:\"boolean\",dflt:!1},tick0:{valType:\"number\",dflt:0},dtick:{valType:\"number\"},gridcolor:{valType:\"color\",dflt:n.lightLine},gridwidth:{valType:\"number\",min:0,dflt:1}};(e.exports=o({domain:a({name:\"geo\"},{}),fitbounds:{valType:\"enumerated\",values:[!1,\"locations\",\"geojson\"],dflt:!1,editType:\"plot\"},resolution:{valType:\"enumerated\",values:[110,50],dflt:110,coerceNumber:!0},scope:{valType:\"enumerated\",values:Object.keys(i.scopeDefaults),dflt:\"world\"},projection:{type:{valType:\"enumerated\",values:Object.keys(i.projNames)},rotation:{lon:{valType:\"number\"},lat:{valType:\"number\"},roll:{valType:\"number\"}},parallels:{valType:\"info_array\",items:[{valType:\"number\"},{valType:\"number\"}]},scale:{valType:\"number\",min:0,dflt:1}},center:{lon:{valType:\"number\"},lat:{valType:\"number\"}},visible:{valType:\"boolean\",dflt:!0},showcoastlines:{valType:\"boolean\"},coastlinecolor:{valType:\"color\",dflt:n.defaultLine},coastlinewidth:{valType:\"number\",min:0,dflt:1},showland:{valType:\"boolean\",dflt:!1},landcolor:{valType:\"color\",dflt:i.landColor},showocean:{valType:\"boolean\",dflt:!1},oceancolor:{valType:\"color\",dflt:i.waterColor},showlakes:{valType:\"boolean\",dflt:!1},lakecolor:{valType:\"color\",dflt:i.waterColor},showrivers:{valType:\"boolean\",dflt:!1},rivercolor:{valType:\"color\",dflt:i.waterColor},riverwidth:{valType:\"number\",min:0,dflt:1},showcountries:{valType:\"boolean\"},countrycolor:{valType:\"color\",dflt:n.defaultLine},countrywidth:{valType:\"number\",min:0,dflt:1},showsubunits:{valType:\"boolean\"},subunitcolor:{valType:\"color\",dflt:n.defaultLine},subunitwidth:{valType:\"number\",min:0,dflt:1},showframe:{valType:\"boolean\"},framecolor:{valType:\"color\",dflt:n.defaultLine},framewidth:{valType:\"number\",min:0,dflt:1},bgcolor:{valType:\"color\",dflt:n.background},lonaxis:s,lataxis:s},\"plot\",\"from-root\")).uirevision={valType:\"any\",editType:\"none\"}},{\"../../components/color/attributes\":601,\"../../plot_api/edit_types\":766,\"../domain\":810,\"./constants\":813}],817:[function(t,e,r){\"use 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r=e.rotate();t.graphDiv.emit(\"plotly_relayouting\",{\"geo.projection.scale\":e.scale()/t.fitScale,\"geo.projection.rotation.lon\":-r[0],\"geo.projection.rotation.lat\":-r[1]})})),n.rebind(i,o,\"on\")}function g(t,e){var r=t.invert(e);return r&&isFinite(r[0])&&isFinite(r[1])&&function(t){var e=t[0]*o,r=t[1]*o,n=Math.cos(r);return[n*Math.cos(e),n*Math.sin(e),Math.sin(r)]}(r)}function m(t){var e=.5*t[0]*o,r=.5*t[1]*o,n=.5*t[2]*o,a=Math.sin(e),i=Math.cos(e),s=Math.sin(r),l=Math.cos(r),c=Math.sin(n),u=Math.cos(n);return[i*l*u+a*s*c,a*l*u-i*s*c,i*s*u+a*l*c,i*l*c-a*s*u]}function v(t,e){var r=t[0],n=t[1],a=t[2],i=t[3],o=e[0],s=e[1],l=e[2],c=e[3];return[r*o-n*s-a*l-i*c,r*s+n*o+a*c-i*l,r*l-n*c+a*o+i*s,r*c+n*l-a*s+i*o]}function y(t,e){if(t&&e){var r=function(t,e){return[t[1]*e[2]-t[2]*e[1],t[2]*e[0]-t[0]*e[2],t[0]*e[1]-t[1]*e[0]]}(t,e),n=Math.sqrt(k(r,r)),a=.5*Math.acos(Math.max(-1,Math.min(1,k(t,e)))),i=Math.sin(a)/n;return n&&[Math.cos(a),r[2]*i,-r[1]*i,r[0]*i]}}function x(t,e,r){var n=w(e,2,t[0]);n=w(n,1,t[1]),n=w(n,0,t[2]-r[2]);var a,i,o=e[0],l=e[1],c=e[2],u=n[0],h=n[1],f=n[2],p=Math.atan2(l,o)*s,d=Math.sqrt(o*o+l*l);Math.abs(h)>d?(i=(h>0?90:-90)-p,a=0):(i=Math.asin(h/d)*s-p,a=Math.sqrt(d*d-h*h));var g=180-i-2*p,m=(Math.atan2(f,u)-Math.atan2(c,a))*s,v=(Math.atan2(f,u)-Math.atan2(c,-a))*s;return b(r[0],r[1],i,m)<=b(r[0],r[1],g,v)?[i,m,r[2]]:[g,v,r[2]]}function b(t,e,r,n){var a=_(r-t),i=_(n-e);return Math.sqrt(a*a+i*i)}function _(t){return(t%360+540)%360-180}function w(t,e,r){var n=r*o,a=t.slice(),i=0===e?1:0,s=2===e?1:2,l=Math.cos(n),c=Math.sin(n);return a[i]=t[i]*l-t[s]*c,a[s]=t[s]*l+t[i]*c,a}function T(t){return[Math.atan2(2*(t[0]*t[1]+t[2]*t[3]),1-2*(t[1]*t[1]+t[2]*t[2]))*s,Math.asin(Math.max(-1,Math.min(1,2*(t[0]*t[2]-t[3]*t[1]))))*s,Math.atan2(2*(t[0]*t[3]+t[1]*t[2]),1-2*(t[2]*t[2]+t[3]*t[3]))*s]}function k(t,e){for(var r=0,n=0,a=t.length;n<a;++n)r+=t[n]*e[n];return r}e.exports=function(t,e){var 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c}},{\"../registry\":866,\"./cartesian/constants\":789}],821:[function(t,e,r){\"use strict\";var n=t(\"mouse-change\"),a=t(\"mouse-wheel\"),i=t(\"mouse-event-offset\"),o=t(\"../cartesian/constants\"),s=t(\"has-passive-events\");function l(t,e){this.element=t,this.plot=e,this.mouseListener=null,this.wheelListener=null,this.lastInputTime=Date.now(),this.lastPos=[0,0],this.boxEnabled=!1,this.boxInited=!1,this.boxStart=[0,0],this.boxEnd=[0,0],this.dragStart=[0,0]}e.exports=function(t){var e=t.mouseContainer,r=t.glplot,c=new l(e,r);function u(){t.xaxis.autorange=!1,t.yaxis.autorange=!1}function h(e,n,a){var i,s,l=t.calcDataBox(),h=r.viewBox,f=c.lastPos[0],p=c.lastPos[1],d=o.MINDRAG*r.pixelRatio,g=o.MINZOOM*r.pixelRatio;function m(e,r,n){var a=Math.min(r,n),i=Math.max(r,n);a!==i?(l[e]=a,l[e+2]=i,c.dataBox=l,t.setRanges(l)):(t.selectBox.selectBox=[0,0,1,1],t.glplot.setDirty())}switch(n*=r.pixelRatio,a*=r.pixelRatio,a=h[3]-h[1]-a,t.fullLayout.dragmode){case\"zoom\":if(e){var v=n/(h[2]-h[0])*(l[2]-l[0])+l[0],y=a/(h[3]-h[1])*(l[3]-l[1])+l[1];c.boxInited||(c.boxStart[0]=v,c.boxStart[1]=y,c.dragStart[0]=n,c.dragStart[1]=a),c.boxEnd[0]=v,c.boxEnd[1]=y,c.boxInited=!0,c.boxEnabled||c.boxStart[0]===c.boxEnd[0]&&c.boxStart[1]===c.boxEnd[1]||(c.boxEnabled=!0);var x=Math.abs(c.dragStart[0]-n)<g,b=Math.abs(c.dragStart[1]-a)<g;if(!function(){for(var e=t.graphDiv._fullLayout._axisConstraintGroups,r=t.xaxis._id,n=t.yaxis._id,a=0;a<e.length;a++)if(-1!==e[a][r]){if(-1!==e[a][n])return!0;break}return!1}()||x&&b)x&&(c.boxEnd[0]=c.boxStart[0]),b&&(c.boxEnd[1]=c.boxStart[1]);else{i=c.boxEnd[0]-c.boxStart[0],s=c.boxEnd[1]-c.boxStart[1];var _=(l[3]-l[1])/(l[2]-l[0]);Math.abs(i*_)>Math.abs(s)?(c.boxEnd[1]=c.boxStart[1]+Math.abs(i)*_*(s>=0?1:-1),c.boxEnd[1]<l[1]?(c.boxEnd[1]=l[1],c.boxEnd[0]=c.boxStart[0]+(l[1]-c.boxStart[1])/Math.abs(_)):c.boxEnd[1]>l[3]&&(c.boxEnd[1]=l[3],c.boxEnd[0]=c.boxStart[0]+(l[3]-c.boxStart[1])/Math.abs(_))):(c.boxEnd[0]=c.boxStart[0]+Math.abs(s)/_*(i>=0?1:-1),c.boxEnd[0]<l[0]?(c.boxEnd[0]=l[0],c.boxEnd[1]=c.boxStart[1]+(l[0]-c.boxStart[0])*Math.abs(_)):c.boxEnd[0]>l[2]&&(c.boxEnd[0]=l[2],c.boxEnd[1]=c.boxStart[1]+(l[2]-c.boxStart[0])*Math.abs(_)))}}else c.boxEnabled?(i=c.boxStart[0]!==c.boxEnd[0],s=c.boxStart[1]!==c.boxEnd[1],i||s?(i&&(m(0,c.boxStart[0],c.boxEnd[0]),t.xaxis.autorange=!1),s&&(m(1,c.boxStart[1],c.boxEnd[1]),t.yaxis.autorange=!1),t.relayoutCallback()):t.glplot.setDirty(),c.boxEnabled=!1,c.boxInited=!1):c.boxInited&&(c.boxInited=!1);break;case\"pan\":c.boxEnabled=!1,c.boxInited=!1,e?(c.panning||(c.dragStart[0]=n,c.dragStart[1]=a),Math.abs(c.dragStart[0]-n)<d&&(n=c.dragStart[0]),Math.abs(c.dragStart[1]-a)<d&&(a=c.dragStart[1]),i=(f-n)*(l[2]-l[0])/(r.viewBox[2]-r.viewBox[0]),s=(p-a)*(l[3]-l[1])/(r.viewBox[3]-r.viewBox[1]),l[0]+=i,l[2]+=i,l[1]+=s,l[3]+=s,t.setRanges(l),c.panning=!0,c.lastInputTime=Date.now(),u(),t.cameraChanged(),t.handleAnnotations()):c.panning&&(c.panning=!1,t.relayoutCallback())}c.lastPos[0]=n,c.lastPos[1]=a}return c.mouseListener=n(e,h),e.addEventListener(\"touchstart\",(function(t){var r=i(t.changedTouches[0],e);h(0,r[0],r[1]),h(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchmove\",(function(t){t.preventDefault();var r=i(t.changedTouches[0],e);h(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchend\",(function(t){h(0,c.lastPos[0],c.lastPos[1]),t.preventDefault()}),!!s&&{passive:!1}),c.wheelListener=a(e,(function(e,n){if(!t.scrollZoom)return!1;var a=t.calcDataBox(),i=r.viewBox,o=c.lastPos[0],s=c.lastPos[1],l=Math.exp(5*n/(i[3]-i[1])),h=o/(i[2]-i[0])*(a[2]-a[0])+a[0],f=s/(i[3]-i[1])*(a[3]-a[1])+a[1];return a[0]=(a[0]-h)*l+h,a[2]=(a[2]-h)*l+h,a[1]=(a[1]-f)*l+f,a[3]=(a[3]-f)*l+f,t.setRanges(a),c.lastInputTime=Date.now(),u(),t.cameraChanged(),t.handleAnnotations(),t.relayoutCallback(),!0}),!0),c}},{\"../cartesian/constants\":789,\"has-passive-events\":414,\"mouse-change\":440,\"mouse-event-offset\":441,\"mouse-wheel\":443}],822:[function(t,e,r){\"use strict\";var n=t(\"../cartesian/axes\"),a=t(\"../../lib/str2rgbarray\");function 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o=i.prototype,s=[\"xaxis\",\"yaxis\"];o.merge=function(t){var e,r,n,i,o,l,c,u,h,f,p;for(this.titleEnable=!1,this.backgroundColor=a(t.plot_bgcolor),f=0;f<2;++f){var d=(e=s[f]).charAt(0);for(n=(r=t[this.scene[e]._name]).title.text===this.scene.fullLayout._dfltTitle[d]?\"\":r.title.text,p=0;p<=2;p+=2)this.labelEnable[f+p]=!1,this.labels[f+p]=n,this.labelColor[f+p]=a(r.title.font.color),this.labelFont[f+p]=r.title.font.family,this.labelSize[f+p]=r.title.font.size,this.labelPad[f+p]=this.getLabelPad(e,r),this.tickEnable[f+p]=!1,this.tickColor[f+p]=a((r.tickfont||{}).color),this.tickAngle[f+p]=\"auto\"===r.tickangle?0:Math.PI*-r.tickangle/180,this.tickPad[f+p]=this.getTickPad(r),this.tickMarkLength[f+p]=0,this.tickMarkWidth[f+p]=r.tickwidth||0,this.tickMarkColor[f+p]=a(r.tickcolor),this.borderLineEnable[f+p]=!1,this.borderLineColor[f+p]=a(r.linecolor),this.borderLineWidth[f+p]=r.linewidth||0;c=this.hasSharedAxis(r),o=this.hasAxisInDfltPos(e,r)&&!c,l=this.hasAxisInAltrPos(e,r)&&!c,i=r.mirror||!1,u=c?-1!==String(i).indexOf(\"all\"):!!i,h=c?\"allticks\"===i:-1!==String(i).indexOf(\"ticks\"),o?this.labelEnable[f]=!0:l&&(this.labelEnable[f+2]=!0),o?this.tickEnable[f]=r.showticklabels:l&&(this.tickEnable[f+2]=r.showticklabels),(o||u)&&(this.borderLineEnable[f]=r.showline),(l||u)&&(this.borderLineEnable[f+2]=r.showline),(o||h)&&(this.tickMarkLength[f]=this.getTickMarkLength(r)),(l||h)&&(this.tickMarkLength[f+2]=this.getTickMarkLength(r)),this.gridLineEnable[f]=r.showgrid,this.gridLineColor[f]=a(r.gridcolor),this.gridLineWidth[f]=r.gridwidth,this.zeroLineEnable[f]=r.zeroline,this.zeroLineColor[f]=a(r.zerolinecolor),this.zeroLineWidth[f]=r.zerolinewidth}},o.hasSharedAxis=function(t){var e=this.scene,r=e.fullLayout._subplots.gl2d;return 0!==n.findSubplotsWithAxis(r,t).indexOf(e.id)},o.hasAxisInDfltPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"bottom\"===r:\"yaxis\"===t?\"left\"===r:void 0},o.hasAxisInAltrPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"top\"===r:\"yaxis\"===t?\"right\"===r:void 0},o.getLabelPad=function(t,e){var r=e.title.font.size,n=e.showticklabels;return\"xaxis\"===t?\"top\"===e.side?r*(1.5+(n?1:0))-10:r*(1.5+(n?.5:0))-10:\"yaxis\"===t?\"right\"===e.side?10+r*(1.5+(n?1:.5)):10+r*(1.5+(n?.5:0)):void 0},o.getTickPad=function(t){return\"outside\"===t.ticks?10+t.ticklen:15},o.getTickMarkLength=function(t){if(!t.ticks)return 0;var e=t.ticklen;return\"inside\"===t.ticks?-e:e},e.exports=function(t){return new i(t)}},{\"../../lib/str2rgbarray\":758,\"../cartesian/axes\":783}],823:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,a=t(\"./scene2d\"),i=t(\"../layout_attributes\"),o=t(\"../../constants/xmlns_namespaces\"),s=t(\"../cartesian/constants\"),l=t(\"../cartesian\"),c=t(\"../../components/fx/layout_attributes\"),u=t(\"../get_data\").getSubplotData;r.name=\"gl2d\",r.attr=[\"xaxis\",\"yaxis\"],r.idRoot=[\"x\",\"y\"],r.idRegex=s.idRegex,r.attrRegex=s.attrRegex,r.attributes=t(\"../cartesian/attributes\"),r.supplyLayoutDefaults=function(t,e,r){e._has(\"cartesian\")||l.supplyLayoutDefaults(t,e,r)},r.layoutAttrOverrides=n(l.layoutAttributes,\"plot\",\"from-root\"),r.baseLayoutAttrOverrides=n({plot_bgcolor:i.plot_bgcolor,hoverlabel:c.hoverlabel},\"plot\",\"nested\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl2d,i=0;i<n.length;i++){var o=n[i],s=e._plots[o],l=u(r,\"gl2d\",o),c=s._scene2d;void 0===c&&(c=new 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e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){e._plots[r[n]]._scene2d.updateFx(e.dragmode)}}},{\"../../components/fx/layout_attributes\":643,\"../../constants/xmlns_namespaces\":712,\"../../plot_api/edit_types\":766,\"../cartesian\":796,\"../cartesian/attributes\":781,\"../cartesian/constants\":789,\"../get_data\":820,\"../layout_attributes\":837,\"./scene2d\":824}],824:[function(t,e,r){\"use strict\";var n,a,i=t(\"../../registry\"),o=t(\"../../plots/cartesian/axes\"),s=t(\"../../components/fx\"),l=t(\"gl-plot2d\"),c=t(\"gl-spikes2d\"),u=t(\"gl-select-box\"),h=t(\"webgl-context\"),f=t(\"./convert\"),p=t(\"./camera\"),d=t(\"../../lib/show_no_webgl_msg\"),g=t(\"../cartesian/constraints\"),m=g.enforce,v=g.clean,y=t(\"../cartesian/autorange\").doAutoRange,x=t(\"../../components/dragelement/helpers\"),b=x.drawMode,_=x.selectMode,w=[\"xaxis\",\"yaxis\"],T=t(\"../cartesian/constants\").SUBPLOT_PATTERN;function k(t,e){this.container=t.container,this.graphDiv=t.graphDiv,this.pixelRatio=t.plotGlPixelRatio||window.devicePixelRatio,this.id=t.id,this.staticPlot=!!t.staticPlot,this.scrollZoom=this.graphDiv._context._scrollZoom.cartesian,this.fullData=null,this.updateRefs(e),this.makeFramework(),this.stopped||(this.glplotOptions=f(this),this.glplotOptions.merge(e),this.glplot=l(this.glplotOptions),this.camera=p(this),this.traces={},this.spikes=c(this.glplot),this.selectBox=u(this.glplot,{innerFill:!1,outerFill:!0}),this.lastButtonState=0,this.pickResult=null,this.isMouseOver=!0,this.stopped=!1,this.redraw=this.draw.bind(this),this.redraw())}e.exports=k;var M=k.prototype;M.makeFramework=function(){if(this.staticPlot){if(!(a||(n=document.createElement(\"canvas\"),a=h({canvas:n,preserveDrawingBuffer:!1,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"Error creating static canvas/context for image server\");this.canvas=n,this.gl=a}else{var t=this.container.querySelector(\".gl-canvas-focus\"),e=h({canvas:t,preserveDrawingBuffer:!0,premultipliedAlpha:!0});if(!e)return d(this),void(this.stopped=!0);this.canvas=t,this.gl=e}var r=this.canvas;r.style.width=\"100%\",r.style.height=\"100%\",r.style.position=\"absolute\",r.style.top=\"0px\",r.style.left=\"0px\",r.style[\"pointer-events\"]=\"none\",this.updateSize(r),r.className+=\" user-select-none\";var i=this.svgContainer=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");i.style.position=\"absolute\",i.style.top=i.style.left=\"0px\",i.style.width=i.style.height=\"100%\",i.style[\"z-index\"]=20,i.style[\"pointer-events\"]=\"none\";var o=this.mouseContainer=document.createElement(\"div\");o.style.position=\"absolute\",o.style[\"pointer-events\"]=\"auto\",this.pickCanvas=this.container.querySelector(\".gl-canvas-pick\");var s=this.container;s.appendChild(i),s.appendChild(o);var l=this;o.addEventListener(\"mouseout\",(function(){l.isMouseOver=!1,l.unhover()})),o.addEventListener(\"mouseover\",(function(){l.isMouseOver=!0}))},M.toImage=function(t){t||(t=\"png\"),this.stopped=!0,this.staticPlot&&this.container.appendChild(n),this.updateSize(this.canvas);var e=this.glplot.gl,r=e.drawingBufferWidth,a=e.drawingBufferHeight;e.clearColor(1,1,1,0),e.clear(e.COLOR_BUFFER_BIT|e.DEPTH_BUFFER_BIT),this.glplot.setDirty(),this.glplot.draw(),e.bindFramebuffer(e.FRAMEBUFFER,null);var i=new Uint8Array(r*a*4);e.readPixels(0,0,r,a,e.RGBA,e.UNSIGNED_BYTE,i);for(var o=0,s=a-1;o<s;++o,--s)for(var l=0;l<r;++l)for(var c=0;c<4;++c){var u=i[4*(r*o+l)+c];i[4*(r*o+l)+c]=i[4*(r*s+l)+c],i[4*(r*s+l)+c]=u}var h=document.createElement(\"canvas\");h.width=r,h.height=a;var f,p=h.getContext(\"2d\"),d=p.createImageData(r,a);switch(d.data.set(i),p.putImageData(d,0,0),t){case\"jpeg\":f=h.toDataURL(\"image/jpeg\");break;case\"webp\":f=h.toDataURL(\"image/webp\");break;default:f=h.toDataURL(\"image/png\")}return this.staticPlot&&this.container.removeChild(n),f},M.updateSize=function(t){t||(t=this.canvas);var e=this.pixelRatio,r=this.fullLayout,n=r.width,a=r.height,i=0|Math.ceil(e*n),o=0|Math.ceil(e*a);return t.width===i&&t.height===o||(t.width=i,t.height=o),t},M.computeTickMarks=function(){this.xaxis.setScale(),this.yaxis.setScale();for(var t=[o.calcTicks(this.xaxis),o.calcTicks(this.yaxis)],e=0;e<2;++e)for(var r=0;r<t[e].length;++r)t[e][r].text=t[e][r].text+\"\";return t},M.updateRefs=function(t){this.fullLayout=t;var e=this.id.match(T),r=\"xaxis\"+e[1],n=\"yaxis\"+e[2];this.xaxis=this.fullLayout[r],this.yaxis=this.fullLayout[n]},M.relayoutCallback=function(){var t=this.graphDiv,e=this.xaxis,r=this.yaxis,n=t.layout,a={},o=a[e._name+\".range\"]=e.range.slice(),s=a[r._name+\".range\"]=r.range.slice();a[e._name+\".autorange\"]=e.autorange,a[r._name+\".autorange\"]=r.autorange,i.call(\"_storeDirectGUIEdit\",t.layout,t._fullLayout._preGUI,a);var l=n[e._name];l.range=o,l.autorange=e.autorange;var c=n[r._name];c.range=s,c.autorange=r.autorange,a.lastInputTime=this.camera.lastInputTime,t.emit(\"plotly_relayout\",a)},M.cameraChanged=function(){var t=this.camera;this.glplot.setDataBox(this.calcDataBox());var e=this.computeTickMarks();(function(t,e){for(var r=0;r<2;++r){var n=t[r],a=e[r];if(n.length!==a.length)return!0;for(var i=0;i<n.length;++i)if(n[i].x!==a[i].x)return!0}return!1})(e,this.glplotOptions.ticks)&&(this.glplotOptions.ticks=e,this.glplotOptions.dataBox=t.dataBox,this.glplot.update(this.glplotOptions),this.handleAnnotations())},M.handleAnnotations=function(){for(var t=this.graphDiv,e=this.fullLayout.annotations,r=0;r<e.length;r++){var n=e[r];n.xref===this.xaxis._id&&n.yref===this.yaxis._id&&i.getComponentMethod(\"annotations\",\"drawOne\")(t,r)}},M.destroy=function(){if(this.glplot){var t=this.traces;t&&Object.keys(t).map((function(e){t[e].dispose(),delete t[e]})),this.glplot.dispose(),this.container.removeChild(this.svgContainer),this.container.removeChild(this.mouseContainer),this.fullData=null,this.glplot=null,this.stopped=!0,this.camera.mouseListener.enabled=!1,this.mouseContainer.removeEventListener(\"wheel\",this.camera.wheelListener),this.camera=null}},M.plot=function(t,e,r){var n=this.glplot;this.updateRefs(r),this.xaxis.clearCalc(),this.yaxis.clearCalc(),this.updateTraces(t,e),this.updateFx(r.dragmode);var a=r.width,i=r.height;this.updateSize(this.canvas);var o=this.glplotOptions;o.merge(r),o.screenBox=[0,0,a,i];var s={_fullLayout:{_axisConstraintGroups:this.graphDiv._fullLayout._axisConstraintGroups,xaxis:this.xaxis,yaxis:this.yaxis}};v(s,this.xaxis),v(s,this.yaxis);var l,c,u=r._size,h=this.xaxis.domain,f=this.yaxis.domain;for(o.viewBox=[u.l+h[0]*u.w,u.b+f[0]*u.h,a-u.r-(1-h[1])*u.w,i-u.t-(1-f[1])*u.h],this.mouseContainer.style.width=u.w*(h[1]-h[0])+\"px\",this.mouseContainer.style.height=u.h*(f[1]-f[0])+\"px\",this.mouseContainer.height=u.h*(f[1]-f[0]),this.mouseContainer.style.left=u.l+h[0]*u.w+\"px\",this.mouseContainer.style.top=u.t+(1-f[1])*u.h+\"px\",c=0;c<2;++c)(l=this[w[c]])._length=o.viewBox[c+2]-o.viewBox[c],y(this.graphDiv,l),l.setScale();m(s),o.ticks=this.computeTickMarks(),o.dataBox=this.calcDataBox(),o.merge(r),n.update(o),this.glplot.draw()},M.calcDataBox=function(){var t=this.xaxis,e=this.yaxis,r=t.range,n=e.range,a=t.r2l,i=e.r2l;return[a(r[0]),i(n[0]),a(r[1]),i(n[1])]},M.setRanges=function(t){var e=this.xaxis,r=this.yaxis,n=e.l2r,a=r.l2r;e.range=[n(t[0]),n(t[2])],r.range=[a(t[1]),a(t[3])]},M.updateTraces=function(t,e){var r,n,a,i=Object.keys(this.traces);this.fullData=t;t:for(r=0;r<i.length;r++){var o=i[r],s=this.traces[o];for(n=0;n<t.length;n++)if((a=t[n]).uid===o&&a.type===s.type)continue t;s.dispose(),delete this.traces[o]}for(r=0;r<t.length;r++){a=t[r];var l=e[r],c=this.traces[a.uid];c?c.update(a,l):(c=a._module.plot(this,a,l),this.traces[a.uid]=c)}this.glplot.objects.sort((function(t,e){return t._trace.index-e._trace.index}))},M.updateFx=function(t){_(t)||b(t)?(this.pickCanvas.style[\"pointer-events\"]=\"none\",this.mouseContainer.style[\"pointer-events\"]=\"none\"):(this.pickCanvas.style[\"pointer-events\"]=\"auto\",this.mouseContainer.style[\"pointer-events\"]=\"auto\"),this.mouseContainer.style.cursor=\"pan\"===t?\"move\":\"zoom\"===t?\"crosshair\":null},M.emitPointAction=function(t,e){for(var r,n=t.trace.uid,a=t.pointIndex,i=0;i<this.fullData.length;i++)this.fullData[i].uid===n&&(r=this.fullData[i]);var o={x:t.traceCoord[0],y:t.traceCoord[1],curveNumber:r.index,pointNumber:a,data:r._input,fullData:this.fullData,xaxis:this.xaxis,yaxis:this.yaxis};s.appendArrayPointValue(o,r,a),this.graphDiv.emit(e,{points:[o]})},M.draw=function(){if(!this.stopped){requestAnimationFrame(this.redraw);var t=this.glplot,e=this.camera,r=e.mouseListener,n=1===this.lastButtonState&&0===r.buttons,a=this.fullLayout;this.lastButtonState=r.buttons,this.cameraChanged();var i,o=r.x*t.pixelRatio,l=this.canvas.height-t.pixelRatio*r.y;if(e.boxEnabled&&\"zoom\"===a.dragmode){this.selectBox.enabled=!0;for(var c=this.selectBox.selectBox=[Math.min(e.boxStart[0],e.boxEnd[0]),Math.min(e.boxStart[1],e.boxEnd[1]),Math.max(e.boxStart[0],e.boxEnd[0]),Math.max(e.boxStart[1],e.boxEnd[1])],u=0;u<2;u++)e.boxStart[u]===e.boxEnd[u]&&(c[u]=t.dataBox[u],c[u+2]=t.dataBox[u+2]);t.setDirty()}else if(!e.panning&&this.isMouseOver){this.selectBox.enabled=!1;var h=a._size,f=this.xaxis.domain,p=this.yaxis.domain,d=(i=t.pick(o/t.pixelRatio+h.l+f[0]*h.w,l/t.pixelRatio-(h.t+(1-p[1])*h.h)))&&i.object._trace.handlePick(i);if(d&&n&&this.emitPointAction(d,\"plotly_click\"),i&&\"skip\"!==i.object._trace.hoverinfo&&a.hovermode&&d&&(!this.lastPickResult||this.lastPickResult.traceUid!==d.trace.uid||this.lastPickResult.dataCoord[0]!==d.dataCoord[0]||this.lastPickResult.dataCoord[1]!==d.dataCoord[1])){var g=d;this.lastPickResult={traceUid:d.trace?d.trace.uid:null,dataCoord:d.dataCoord.slice()},this.spikes.update({center:i.dataCoord}),g.screenCoord=[((t.viewBox[2]-t.viewBox[0])*(i.dataCoord[0]-t.dataBox[0])/(t.dataBox[2]-t.dataBox[0])+t.viewBox[0])/t.pixelRatio,(this.canvas.height-(t.viewBox[3]-t.viewBox[1])*(i.dataCoord[1]-t.dataBox[1])/(t.dataBox[3]-t.dataBox[1])-t.viewBox[1])/t.pixelRatio],this.emitPointAction(d,\"plotly_hover\");var m=this.fullData[g.trace.index]||{},v=g.pointIndex,y=s.castHoverinfo(m,a,v);if(y&&\"all\"!==y){var x=y.split(\"+\");-1===x.indexOf(\"x\")&&(g.traceCoord[0]=void 0),-1===x.indexOf(\"y\")&&(g.traceCoord[1]=void 0),-1===x.indexOf(\"z\")&&(g.traceCoord[2]=void 0),-1===x.indexOf(\"text\")&&(g.textLabel=void 0),-1===x.indexOf(\"name\")&&(g.name=void 0)}s.loneHover({x:g.screenCoord[0],y:g.screenCoord[1],xLabel:this.hoverFormatter(\"xaxis\",g.traceCoord[0]),yLabel:this.hoverFormatter(\"yaxis\",g.traceCoord[1]),zLabel:g.traceCoord[2],text:g.textLabel,name:g.name,color:s.castHoverOption(m,v,\"bgcolor\")||g.color,borderColor:s.castHoverOption(m,v,\"bordercolor\"),fontFamily:s.castHoverOption(m,v,\"font.family\"),fontSize:s.castHoverOption(m,v,\"font.size\"),fontColor:s.castHoverOption(m,v,\"font.color\"),nameLength:s.castHoverOption(m,v,\"namelength\"),textAlign:s.castHoverOption(m,v,\"align\")},{container:this.svgContainer,gd:this.graphDiv})}}i||this.unhover(),t.draw()}},M.unhover=function(){this.lastPickResult&&(this.spikes.update({}),this.lastPickResult=null,this.graphDiv.emit(\"plotly_unhover\"),s.loneUnhover(this.svgContainer))},M.hoverFormatter=function(t,e){if(void 0!==e){var r=this[t];return o.tickText(r,r.c2l(e),\"hover\").text}}},{\"../../components/dragelement/helpers\":620,\"../../components/fx\":642,\"../../lib/show_no_webgl_msg\":756,\"../../plots/cartesian/axes\":783,\"../../registry\":866,\"../cartesian/autorange\":782,\"../cartesian/constants\":789,\"../cartesian/constraints\":790,\"./camera\":821,\"./convert\":822,\"gl-plot2d\":297,\"gl-select-box\":309,\"gl-spikes2d\":318,\"webgl-context\":565}],825:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,a=t(\"../../components/fx/layout_attributes\"),i=t(\"./scene\"),o=t(\"../get_data\").getSubplotData,s=t(\"../../lib\"),l=t(\"../../constants/xmlns_namespaces\");r.name=\"gl3d\",r.attr=\"scene\",r.idRoot=\"scene\",r.idRegex=r.attrRegex=s.counterRegex(\"scene\"),r.attributes=t(\"./layout/attributes\"),r.layoutAttributes=t(\"./layout/layout_attributes\"),r.baseLayoutAttrOverrides=n({hoverlabel:a.hoverlabel},\"plot\",\"nested\"),r.supplyLayoutDefaults=t(\"./layout/defaults\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl3d,a=0;a<n.length;a++){var s=n[a],l=o(r,\"gl3d\",s),c=e[s],u=c.camera,h=c._scene;h||(h=new i({id:s,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio,camera:u},e),c._scene=h),h.viewInitial||(h.viewInitial={up:{x:u.up.x,y:u.up.y,z:u.up.z},eye:{x:u.eye.x,y:u.eye.y,z:u.eye.z},center:{x:u.center.x,y:u.center.y,z:u.center.z}}),h.plot(l,e,t.layout)}},r.clean=function(t,e,r,n){for(var a=n._subplots.gl3d||[],i=0;i<a.length;i++){var o=a[i];!e[o]&&n[o]._scene&&(n[o]._scene.destroy(),n._infolayer&&n._infolayer.selectAll(\".annotation-\"+o).remove())}},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=e._size,a=0;a<r.length;a++){var i=e[r[a]],o=i.domain,s=i._scene,c=s.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:l.svg,\"xlink:href\":c,x:n.l+n.w*o.x[0],y:n.t+n.h*(1-o.y[1]),width:n.w*(o.x[1]-o.x[0]),height:n.h*(o.y[1]-o.y[0]),preserveAspectRatio:\"none\"}),s.destroy()}},r.cleanId=function(t){if(t.match(/^scene[0-9]*$/)){var e=t.substr(5);return\"1\"===e&&(e=\"\"),\"scene\"+e}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=0;n<r.length;n++){e[r[n]]._scene.updateFx(e.dragmode,e.hovermode)}}},{\"../../components/fx/layout_attributes\":643,\"../../constants/xmlns_namespaces\":712,\"../../lib\":735,\"../../plot_api/edit_types\":766,\"../get_data\":820,\"./layout/attributes\":826,\"./layout/defaults\":830,\"./layout/layout_attributes\":831,\"./scene\":835}],826:[function(t,e,r){\"use strict\";e.exports={scene:{valType:\"subplotid\",dflt:\"scene\",editType:\"calc+clearAxisTypes\"}}},{}],827:[function(t,e,r){\"use strict\";var n=t(\"../../../components/color\"),a=t(\"../../cartesian/layout_attributes\"),i=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../plot_api/edit_types\").overrideAll;e.exports=o({visible:a.visible,showspikes:{valType:\"boolean\",dflt:!0},spikesides:{valType:\"boolean\",dflt:!0},spikethickness:{valType:\"number\",min:0,dflt:2},spikecolor:{valType:\"color\",dflt:n.defaultLine},showbackground:{valType:\"boolean\",dflt:!1},backgroundcolor:{valType:\"color\",dflt:\"rgba(204, 204, 204, 0.5)\"},showaxeslabels:{valType:\"boolean\",dflt:!0},color:a.color,categoryorder:a.categoryorder,categoryarray:a.categoryarray,title:{text:a.title.text,font:a.title.font},type:i({},a.type,{values:[\"-\",\"linear\",\"log\",\"date\",\"category\"]}),autorange:a.autorange,rangemode:a.rangemode,range:i({},a.range,{items:[{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}},{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}}],anim:!1}),tickmode:a.tickmode,nticks:a.nticks,tick0:a.tick0,dtick:a.dtick,tickvals:a.tickvals,ticktext:a.ticktext,ticks:a.ticks,mirror:a.mirror,ticklen:a.ticklen,tickwidth:a.tickwidth,tickcolor:a.tickcolor,showticklabels:a.showticklabels,tickfont:a.tickfont,tickangle:a.tickangle,tickprefix:a.tickprefix,showtickprefix:a.showtickprefix,ticksuffix:a.ticksuffix,showticksuffix:a.showticksuffix,showexponent:a.showexponent,exponentformat:a.exponentformat,separatethousands:a.separatethousands,tickformat:a.tickformat,tickformatstops:a.tickformatstops,hoverformat:a.hoverformat,showline:a.showline,linecolor:a.linecolor,linewidth:a.linewidth,showgrid:a.showgrid,gridcolor:i({},a.gridcolor,{dflt:\"rgb(204, 204, 204)\"}),gridwidth:a.gridwidth,zeroline:a.zeroline,zerolinecolor:a.zerolinecolor,zerolinewidth:a.zerolinewidth,_deprecated:{title:a._deprecated.title,titlefont:a._deprecated.titlefont}},\"plot\",\"from-root\")},{\"../../../components/color\":602,\"../../../lib/extend\":726,\"../../../plot_api/edit_types\":766,\"../../cartesian/layout_attributes\":797}],828:[function(t,e,r){\"use strict\";var n=t(\"tinycolor2\").mix,a=t(\"../../../lib\"),i=t(\"../../../plot_api/plot_template\"),o=t(\"./axis_attributes\"),s=t(\"../../cartesian/type_defaults\"),l=t(\"../../cartesian/axis_defaults\"),c=[\"xaxis\",\"yaxis\",\"zaxis\"];e.exports=function(t,e,r){var u,h;function f(t,e){return a.coerce(u,h,o,t,e)}for(var p=0;p<c.length;p++){var d=c[p];u=t[d]||{},(h=i.newContainer(e,d))._id=d[0]+r.scene,h._name=d,s(u,h,f,r),l(u,h,f,{font:r.font,letter:d[0],data:r.data,showGrid:!0,noTickson:!0,bgColor:r.bgColor,calendar:r.calendar},r.fullLayout),f(\"gridcolor\",n(h.color,r.bgColor,13600/187).toRgbString()),f(\"title.text\",d[0]),h.setScale=a.noop,f(\"showspikes\")&&(f(\"spikesides\"),f(\"spikethickness\"),f(\"spikecolor\",h.color)),f(\"showaxeslabels\"),f(\"showbackground\")&&f(\"backgroundcolor\")}}},{\"../../../lib\":735,\"../../../plot_api/plot_template\":773,\"../../cartesian/axis_defaults\":785,\"../../cartesian/type_defaults\":808,\"./axis_attributes\":827,tinycolor2:535}],829:[function(t,e,r){\"use strict\";var n=t(\"../../../lib/str2rgbarray\"),a=t(\"../../../lib\"),i=[\"xaxis\",\"yaxis\",\"zaxis\"];function o(){this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[18,18,18],this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=[\"Open Sans\",\"Open Sans\",\"Open Sans\"],this.labelSize=[20,20,20],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[30,30,30],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[10,10,10],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!0,!0,!0],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._defaultTickPad=this.tickPad.slice(),this._defaultLabelPad=this.labelPad.slice(),this._defaultLineTickLength=this.lineTickLength.slice()}o.prototype.merge=function(t,e){for(var r=0;r<3;++r){var o=e[i[r]];o.visible?(this.labels[r]=t._meta?a.templateString(o.title.text,t._meta):o.title.text,\"font\"in o.title&&(o.title.font.color&&(this.labelColor[r]=n(o.title.font.color)),o.title.font.family&&(this.labelFont[r]=o.title.font.family),o.title.font.size&&(this.labelSize[r]=o.title.font.size)),\"showline\"in o&&(this.lineEnable[r]=o.showline),\"linecolor\"in o&&(this.lineColor[r]=n(o.linecolor)),\"linewidth\"in o&&(this.lineWidth[r]=o.linewidth),\"showgrid\"in o&&(this.gridEnable[r]=o.showgrid),\"gridcolor\"in o&&(this.gridColor[r]=n(o.gridcolor)),\"gridwidth\"in o&&(this.gridWidth[r]=o.gridwidth),\"log\"===o.type?this.zeroEnable[r]=!1:\"zeroline\"in o&&(this.zeroEnable[r]=o.zeroline),\"zerolinecolor\"in o&&(this.zeroLineColor[r]=n(o.zerolinecolor)),\"zerolinewidth\"in o&&(this.zeroLineWidth[r]=o.zerolinewidth),\"ticks\"in o&&o.ticks?this.lineTickEnable[r]=!0:this.lineTickEnable[r]=!1,\"ticklen\"in o&&(this.lineTickLength[r]=this._defaultLineTickLength[r]=o.ticklen),\"tickcolor\"in o&&(this.lineTickColor[r]=n(o.tickcolor)),\"tickwidth\"in o&&(this.lineTickWidth[r]=o.tickwidth),\"tickangle\"in o&&(this.tickAngle[r]=\"auto\"===o.tickangle?-3600:Math.PI*-o.tickangle/180),\"showticklabels\"in o&&(this.tickEnable[r]=o.showticklabels),\"tickfont\"in o&&(o.tickfont.color&&(this.tickColor[r]=n(o.tickfont.color)),o.tickfont.family&&(this.tickFont[r]=o.tickfont.family),o.tickfont.size&&(this.tickSize[r]=o.tickfont.size)),\"mirror\"in o?-1!==[\"ticks\",\"all\",\"allticks\"].indexOf(o.mirror)?(this.lineTickMirror[r]=!0,this.lineMirror[r]=!0):!0===o.mirror?(this.lineTickMirror[r]=!1,this.lineMirror[r]=!0):(this.lineTickMirror[r]=!1,this.lineMirror[r]=!1):this.lineMirror[r]=!1,\"showbackground\"in o&&!1!==o.showbackground?(this.backgroundEnable[r]=!0,this.backgroundColor[r]=n(o.backgroundcolor)):this.backgroundEnable[r]=!1):(this.tickEnable[r]=!1,this.labelEnable[r]=!1,this.lineEnable[r]=!1,this.lineTickEnable[r]=!1,this.gridEnable[r]=!1,this.zeroEnable[r]=!1,this.backgroundEnable[r]=!1)}},e.exports=function(t,e){var r=new o;return r.merge(t,e),r}},{\"../../../lib\":735,\"../../../lib/str2rgbarray\":758}],830:[function(t,e,r){\"use strict\";var n=t(\"../../../lib\"),a=t(\"../../../components/color\"),i=t(\"../../../registry\"),o=t(\"../../subplot_defaults\"),s=t(\"./axis_defaults\"),l=t(\"./layout_attributes\"),c=t(\"../../get_data\").getSubplotData;function u(t,e,r,n){for(var o=r(\"bgcolor\"),l=a.combine(o,n.paper_bgcolor),u=[\"up\",\"center\",\"eye\"],h=0;h<u.length;h++)r(\"camera.\"+u[h]+\".x\"),r(\"camera.\"+u[h]+\".y\"),r(\"camera.\"+u[h]+\".z\");r(\"camera.projection.type\");var f=!!r(\"aspectratio.x\")&&!!r(\"aspectratio.y\")&&!!r(\"aspectratio.z\"),p=r(\"aspectmode\",f?\"manual\":\"auto\");f||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},\"manual\"===p&&(e.aspectmode=\"auto\"),t.aspectmode=e.aspectmode);var d=c(n.fullData,\"gl3d\",n.id);s(t,e,{font:n.font,scene:n.id,data:d,bgColor:l,calendar:n.calendar,fullLayout:n.fullLayout}),i.getComponentMethod(\"annotations3d\",\"handleDefaults\")(t,e,n);var g=n.getDfltFromLayout(\"dragmode\");if(!1!==g&&!g)if(g=\"orbit\",t.camera&&t.camera.up){var m=t.camera.up.x,v=t.camera.up.y,y=t.camera.up.z;0!==y&&(m&&v&&y?y/Math.sqrt(m*m+v*v+y*y)>.999&&(g=\"turntable\"):g=\"turntable\")}else g=\"turntable\";r(\"dragmode\",g),r(\"hovermode\",n.getDfltFromLayout(\"hovermode\"))}e.exports=function(t,e,r){var a=e._basePlotModules.length>1;o(t,e,r,{type:\"gl3d\",attributes:l,handleDefaults:u,fullLayout:e,font:e.font,fullData:r,getDfltFromLayout:function(e){if(!a)return n.validate(t[e],l[e])?t[e]:void 0},paper_bgcolor:e.paper_bgcolor,calendar:e.calendar})}},{\"../../../components/color\":602,\"../../../lib\":735,\"../../../registry\":866,\"../../get_data\":820,\"../../subplot_defaults\":860,\"./axis_defaults\":828,\"./layout_attributes\":831}],831:[function(t,e,r){\"use strict\";var n=t(\"./axis_attributes\"),a=t(\"../../domain\").attributes,i=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../lib\").counterRegex;function s(t,e,r){return{x:{valType:\"number\",dflt:t,editType:\"camera\"},y:{valType:\"number\",dflt:e,editType:\"camera\"},z:{valType:\"number\",dflt:r,editType:\"camera\"},editType:\"camera\"}}e.exports={_arrayAttrRegexps:[o(\"scene\",\".annotations\",!0)],bgcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"plot\"},camera:{up:i(s(0,0,1),{}),center:i(s(0,0,0),{}),eye:i(s(1.25,1.25,1.25),{}),projection:{type:{valType:\"enumerated\",values:[\"perspective\",\"orthographic\"],dflt:\"perspective\",editType:\"calc\"},editType:\"calc\"},editType:\"camera\"},domain:a({name:\"scene\",editType:\"plot\"}),aspectmode:{valType:\"enumerated\",values:[\"auto\",\"cube\",\"data\",\"manual\"],dflt:\"auto\",editType:\"plot\",impliedEdits:{\"aspectratio.x\":void 0,\"aspectratio.y\":void 0,\"aspectratio.z\":void 0}},aspectratio:{x:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},y:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},z:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},editType:\"plot\",impliedEdits:{aspectmode:\"manual\"}},xaxis:n,yaxis:n,zaxis:n,dragmode:{valType:\"enumerated\",values:[\"orbit\",\"turntable\",\"zoom\",\"pan\",!1],editType:\"plot\"},hovermode:{valType:\"enumerated\",values:[\"closest\",!1],dflt:\"closest\",editType:\"modebar\"},uirevision:{valType:\"any\",editType:\"none\"},editType:\"plot\",_deprecated:{cameraposition:{valType:\"info_array\",editType:\"camera\"}}}},{\"../../../lib\":735,\"../../../lib/extend\":726,\"../../domain\":810,\"./axis_attributes\":827}],832:[function(t,e,r){\"use strict\";var n=t(\"../../../lib/str2rgbarray\"),a=[\"xaxis\",\"yaxis\",\"zaxis\"];function i(){this.enabled=[!0,!0,!0],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.drawSides=[!0,!0,!0],this.lineWidth=[1,1,1]}i.prototype.merge=function(t){for(var e=0;e<3;++e){var r=t[a[e]];r.visible?(this.enabled[e]=r.showspikes,this.colors[e]=n(r.spikecolor),this.drawSides[e]=r.spikesides,this.lineWidth[e]=r.spikethickness):(this.enabled[e]=!1,this.drawSides[e]=!1)}},e.exports=function(t){var e=new i;return e.merge(t),e}},{\"../../../lib/str2rgbarray\":758}],833:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,s=t.fullSceneLayout,l=[[],[],[]],c=0;c<3;++c){var u=s[i[c]];if(u._length=(r[c].hi-r[c].lo)*r[c].pixelsPerDataUnit/t.dataScale[c],Math.abs(u._length)===1/0||isNaN(u._length))l[c]=[];else{u._input_range=u.range.slice(),u.range[0]=r[c].lo/t.dataScale[c],u.range[1]=r[c].hi/t.dataScale[c],u._m=1/(t.dataScale[c]*r[c].pixelsPerDataUnit),u.range[0]===u.range[1]&&(u.range[0]-=1,u.range[1]+=1);var h=u.tickmode;if(\"auto\"===u.tickmode){u.tickmode=\"linear\";var f=u.nticks||a.constrain(u._length/40,4,9);n.autoTicks(u,Math.abs(u.range[1]-u.range[0])/f)}for(var p=n.calcTicks(u),d=0;d<p.length;++d)p[d].x=p[d].x*t.dataScale[c],\"date\"===u.type&&(p[d].text=p[d].text.replace(/\\<br\\>/g,\" \"));l[c]=p,u.tickmode=h}}e.ticks=l;for(c=0;c<3;++c){o[c]=.5*(t.glplot.bounds[0][c]+t.glplot.bounds[1][c]);for(d=0;d<2;++d)e.bounds[d][c]=t.glplot.bounds[d][c]}t.contourLevels=function(t){for(var e=new Array(3),r=0;r<3;++r){for(var n=t[r],a=new Array(n.length),i=0;i<n.length;++i)a[i]=n[i].x;e[r]=a}return e}(l)};var n=t(\"../../cartesian/axes\"),a=t(\"../../../lib\"),i=[\"xaxis\",\"yaxis\",\"zaxis\"],o=[0,0,0]},{\"../../../lib\":735,\"../../cartesian/axes\":783}],834:[function(t,e,r){\"use strict\";function n(t,e){var r,n,a=[0,0,0,0];for(r=0;r<4;++r)for(n=0;n<4;++n)a[n]+=t[4*r+n]*e[r];return a}e.exports=function(t,e){return n(t.projection,n(t.view,n(t.model,[e[0],e[1],e[2],1])))}},{}],835:[function(t,e,r){\"use strict\";var n,a,i=t(\"gl-plot3d\"),o=i.createCamera,s=i.createScene,l=t(\"webgl-context\"),c=t(\"has-passive-events\"),u=t(\"../../registry\"),h=t(\"../../lib\"),f=t(\"../../plots/cartesian/axes\"),p=t(\"../../components/fx\"),d=t(\"../../lib/str2rgbarray\"),g=t(\"../../lib/show_no_webgl_msg\"),m=t(\"./project\"),v=t(\"./layout/convert\"),y=t(\"./layout/spikes\"),x=t(\"./layout/tick_marks\"),b=t(\"is-mobile\")({tablet:!0,featureDetect:!0});function _(t,e){var r=document.createElement(\"div\"),n=t.container;this.graphDiv=t.graphDiv;var a=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");a.style.position=\"absolute\",a.style.top=a.style.left=\"0px\",a.style.width=a.style.height=\"100%\",a.style[\"z-index\"]=20,a.style[\"pointer-events\"]=\"none\",r.appendChild(a),this.svgContainer=a,r.id=t.id,r.style.position=\"absolute\",r.style.top=r.style.left=\"0px\",r.style.width=r.style.height=\"100%\",n.appendChild(r),this.fullLayout=e,this.id=t.id||\"scene\",this.fullSceneLayout=e[this.id],this.plotArgs=[[],{},{}],this.axesOptions=v(e,e[this.id]),this.spikeOptions=y(e[this.id]),this.container=r,this.staticMode=!!t.staticPlot,this.pixelRatio=this.pixelRatio||t.plotGlPixelRatio||2,this.dataScale=[1,1,1],this.contourLevels=[[],[],[]],this.convertAnnotations=u.getComponentMethod(\"annotations3d\",\"convert\"),this.drawAnnotations=u.getComponentMethod(\"annotations3d\",\"draw\"),this.initializeGLPlot()}var w=_.prototype;w.prepareOptions=function(){var t={canvas:this.canvas,gl:this.gl,glOptions:{preserveDrawingBuffer:b,premultipliedAlpha:!0,antialias:!0},container:this.container,axes:this.axesOptions,spikes:this.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1,cameraObject:this.camera,pixelRatio:this.pixelRatio};if(this.staticMode){if(!(a||(n=document.createElement(\"canvas\"),a=l({canvas:n,preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"error creating static canvas/context for image server\");t.gl=a,t.canvas=n}return t},w.tryCreatePlot=function(){var t=this.prepareOptions(),e=!0;try{this.glplot=s(t)}catch(r){if(this.staticMode)e=!1;else try{h.warn([\"webgl setup failed possibly due to\",b?\"disabling\":\"enabling\",\"preserveDrawingBuffer config.\",\"The device may not be supported by is-mobile module!\",\"Inverting preserveDrawingBuffer option in second attempt to create webgl scene.\"].join(\" \")),b=t.glOptions.preserveDrawingBuffer=!t.glOptions.preserveDrawingBuffer,this.glplot=s(t)}catch(t){e=!1}}return e},w.initializeGLCamera=function(){var t=this.fullSceneLayout.camera,e=\"orthographic\"===t.projection.type;this.camera=o(this.container,{center:[t.center.x,t.center.y,t.center.z],eye:[t.eye.x,t.eye.y,t.eye.z],up:[t.up.x,t.up.y,t.up.z],_ortho:e,zoomMin:.01,zoomMax:100,mode:\"orbit\"})},w.initializeGLPlot=function(){var t=this;if(t.initializeGLCamera(),!t.tryCreatePlot())return g(t);t.traces={},t.make4thDimension();var e=t.graphDiv,r=e.layout,n=function(){var e={};return t.isCameraChanged(r)&&(e[t.id+\".camera\"]=t.getCamera()),t.isAspectChanged(r)&&(e[t.id+\".aspectratio\"]=t.glplot.getAspectratio(),\"manual\"!==r[t.id].aspectmode&&(t.fullSceneLayout.aspectmode=r[t.id].aspectmode=e[t.id+\".aspectmode\"]=\"manual\")),e},a=function(t){if(!1!==t.fullSceneLayout.dragmode){var e=n();t.saveLayout(r),t.graphDiv.emit(\"plotly_relayout\",e)}};return t.glplot.canvas.addEventListener(\"mouseup\",(function(){a(t)})),t.glplot.canvas.addEventListener(\"wheel\",(function(r){if(e._context._scrollZoom.gl3d){if(t.camera._ortho){var n=r.deltaX>r.deltaY?1.1:1/1.1,i=t.glplot.getAspectratio();t.glplot.setAspectratio({x:n*i.x,y:n*i.y,z:n*i.z})}a(t)}}),!!c&&{passive:!1}),t.glplot.canvas.addEventListener(\"mousemove\",(function(){if(!1!==t.fullSceneLayout.dragmode&&0!==t.camera.mouseListener.buttons){var e=n();t.graphDiv.emit(\"plotly_relayouting\",e)}})),t.staticMode||t.glplot.canvas.addEventListener(\"webglcontextlost\",(function(r){e&&e.emit&&e.emit(\"plotly_webglcontextlost\",{event:r,layer:t.id})}),!1),t.glplot.oncontextloss=function(){t.recoverContext()},t.glplot.onrender=function(){t.render()},!0},w.render=function(){var t,e=this,r=e.graphDiv,n=e.svgContainer,a=e.container.getBoundingClientRect(),i=a.width,o=a.height;n.setAttributeNS(null,\"viewBox\",\"0 0 \"+i+\" \"+o),n.setAttributeNS(null,\"width\",i),n.setAttributeNS(null,\"height\",o),x(e),e.glplot.axes.update(e.axesOptions);for(var s,l=Object.keys(e.traces),c=null,u=e.glplot.selection,d=0;d<l.length;++d)\"skip\"!==(t=e.traces[l[d]]).data.hoverinfo&&t.handlePick(u)&&(c=t),t.setContourLevels&&t.setContourLevels();function g(t,r){var n=e.fullSceneLayout[t];return f.tickText(n,n.d2l(r),\"hover\").text}if(null!==c){var v=m(e.glplot.cameraParams,u.dataCoordinate);t=c.data;var y,b=r._fullData[t.index],_=u.index,w={xLabel:g(\"xaxis\",u.traceCoordinate[0]),yLabel:g(\"yaxis\",u.traceCoordinate[1]),zLabel:g(\"zaxis\",u.traceCoordinate[2])},T=p.castHoverinfo(b,e.fullLayout,_),k=(T||\"\").split(\"+\"),M=T&&\"all\"===T;b.hovertemplate||M||(-1===k.indexOf(\"x\")&&(w.xLabel=void 0),-1===k.indexOf(\"y\")&&(w.yLabel=void 0),-1===k.indexOf(\"z\")&&(w.zLabel=void 0),-1===k.indexOf(\"text\")&&(u.textLabel=void 0),-1===k.indexOf(\"name\")&&(c.name=void 0));var A=[];\"cone\"===t.type||\"streamtube\"===t.type?(w.uLabel=g(\"xaxis\",u.traceCoordinate[3]),(M||-1!==k.indexOf(\"u\"))&&A.push(\"u: \"+w.uLabel),w.vLabel=g(\"yaxis\",u.traceCoordinate[4]),(M||-1!==k.indexOf(\"v\"))&&A.push(\"v: \"+w.vLabel),w.wLabel=g(\"zaxis\",u.traceCoordinate[5]),(M||-1!==k.indexOf(\"w\"))&&A.push(\"w: \"+w.wLabel),w.normLabel=u.traceCoordinate[6].toPrecision(3),(M||-1!==k.indexOf(\"norm\"))&&A.push(\"norm: \"+w.normLabel),\"streamtube\"===t.type&&(w.divergenceLabel=u.traceCoordinate[7].toPrecision(3),(M||-1!==k.indexOf(\"divergence\"))&&A.push(\"divergence: \"+w.divergenceLabel)),u.textLabel&&A.push(u.textLabel),y=A.join(\"<br>\")):\"isosurface\"===t.type||\"volume\"===t.type?(w.valueLabel=f.tickText(e._mockAxis,e._mockAxis.d2l(u.traceCoordinate[3]),\"hover\").text,A.push(\"value: \"+w.valueLabel),u.textLabel&&A.push(u.textLabel),y=A.join(\"<br>\")):y=u.textLabel;var S={x:u.traceCoordinate[0],y:u.traceCoordinate[1],z:u.traceCoordinate[2],data:b._input,fullData:b,curveNumber:b.index,pointNumber:_};p.appendArrayPointValue(S,b,_),t._module.eventData&&(S=b._module.eventData(S,u,b,{},_));var E={points:[S]};e.fullSceneLayout.hovermode&&p.loneHover({trace:b,x:(.5+.5*v[0]/v[3])*i,y:(.5-.5*v[1]/v[3])*o,xLabel:w.xLabel,yLabel:w.yLabel,zLabel:w.zLabel,text:y,name:c.name,color:p.castHoverOption(b,_,\"bgcolor\")||c.color,borderColor:p.castHoverOption(b,_,\"bordercolor\"),fontFamily:p.castHoverOption(b,_,\"font.family\"),fontSize:p.castHoverOption(b,_,\"font.size\"),fontColor:p.castHoverOption(b,_,\"font.color\"),nameLength:p.castHoverOption(b,_,\"namelength\"),textAlign:p.castHoverOption(b,_,\"align\"),hovertemplate:h.castOption(b,_,\"hovertemplate\"),hovertemplateLabels:h.extendFlat({},S,w),eventData:[S]},{container:n,gd:r}),u.buttons&&u.distance<5?r.emit(\"plotly_click\",E):r.emit(\"plotly_hover\",E),s=E}else p.loneUnhover(n),r.emit(\"plotly_unhover\",s);e.drawAnnotations(e)},w.recoverContext=function(){var t=this;t.glplot.dispose();var e=function(){t.glplot.gl.isContextLost()?requestAnimationFrame(e):t.initializeGLPlot()?t.plot.apply(t,t.plotArgs):h.error(\"Catastrophic and unrecoverable WebGL error. Context lost.\")};requestAnimationFrame(e)};var T=[\"xaxis\",\"yaxis\",\"zaxis\"];function k(t,e,r){for(var n=t.fullSceneLayout,a=0;a<3;a++){var i=T[a],o=i.charAt(0),s=n[i],l=e[o],c=e[o+\"calendar\"],u=e[\"_\"+o+\"length\"];if(h.isArrayOrTypedArray(l))for(var f,p=0;p<(u||l.length);p++)if(h.isArrayOrTypedArray(l[p]))for(var d=0;d<l[p].length;++d)f=s.d2l(l[p][d],0,c),!isNaN(f)&&isFinite(f)&&(r[0][a]=Math.min(r[0][a],f),r[1][a]=Math.max(r[1][a],f));else f=s.d2l(l[p],0,c),!isNaN(f)&&isFinite(f)&&(r[0][a]=Math.min(r[0][a],f),r[1][a]=Math.max(r[1][a],f));else r[0][a]=Math.min(r[0][a],0),r[1][a]=Math.max(r[1][a],u-1)}}w.plot=function(t,e,r){if(this.plotArgs=[t,e,r],!this.glplot.contextLost){var n,a,i,o,s,l,c=e[this.id],u=r[this.id];this.fullLayout=e,this.fullSceneLayout=c,this.axesOptions.merge(e,c),this.spikeOptions.merge(c),this.setViewport(c),this.updateFx(c.dragmode,c.hovermode),this.camera.enableWheel=this.graphDiv._context._scrollZoom.gl3d,this.glplot.setClearColor(d(c.bgcolor)),this.setConvert(s),t?Array.isArray(t)||(t=[t]):t=[];var h=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(i=0;i<t.length;++i)!0===(n=t[i]).visible&&0!==n._length&&k(this,n,h);!function(t,e){for(var r=t.fullSceneLayout,n=r.annotations||[],a=0;a<3;a++)for(var i=T[a],o=i.charAt(0),s=r[i],l=0;l<n.length;l++){var c=n[l];if(c.visible){var u=s.r2l(c[o]);!isNaN(u)&&isFinite(u)&&(e[0][a]=Math.min(e[0][a],u),e[1][a]=Math.max(e[1][a],u))}}}(this,h);var 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Z=n.svg.axis().scale(r).ticks(5).tickSize(5);H.call(Z).attr({transform:\"rotate(\"+f.radialAxis.orientation+\")\"}),H.selectAll(\".domain\").style(F),H.selectAll(\"g>text\").text((function(t,e){return this.textContent+f.radialAxis.ticksSuffix})).style(B).style({\"text-anchor\":\"start\"}).attr({x:0,y:0,dx:0,dy:0,transform:function(t,e){return\"horizontal\"===f.radialAxis.tickOrientation?\"rotate(\"+-f.radialAxis.orientation+\") translate(\"+[0,B[\"font-size\"]]+\")\":\"translate(\"+[0,B[\"font-size\"]]+\")\"}}),H.selectAll(\"g>line\").style({stroke:\"black\"})}var X=t.select(\".angular.axis-group\").selectAll(\"g.angular-tick\").data(I),J=X.enter().append(\"g\").classed(\"angular-tick\",!0);X.attr({transform:function(t,e){return\"rotate(\"+W(t)+\")\"}}).style({display:f.angularAxis.visible?\"block\":\"none\"}),X.exit().remove(),J.append(\"line\").classed(\"grid-line\",!0).classed(\"major\",(function(t,e){return e%(f.minorTicks+1)==0})).classed(\"minor\",(function(t,e){return!(e%(f.minorTicks+1)==0)})).style(F),J.selectAll(\".minor\").style({stroke:f.minorTickColor}),X.select(\"line.grid-line\").attr({x1:f.tickLength?x-f.tickLength:0,x2:x}).style({display:f.angularAxis.gridLinesVisible?\"block\":\"none\"}),J.append(\"text\").classed(\"axis-text\",!0).style(B);var K=X.select(\"text.axis-text\").attr({x:x+f.labelOffset,dy:i+\"em\",transform:function(t,e){var r=W(t),n=x+f.labelOffset,a=f.angularAxis.tickOrientation;return\"horizontal\"==a?\"rotate(\"+-r+\" \"+n+\" 0)\":\"radial\"==a?r<270&&r>90?\"rotate(180 \"+n+\" 0)\":null:\"rotate(\"+(r<=180&&r>0?-90:90)+\" \"+n+\" 0)\"}}).style({\"text-anchor\":\"middle\",display:f.angularAxis.labelsVisible?\"block\":\"none\"}).text((function(t,e){return e%(f.minorTicks+1)!=0?\"\":w?w[t]+f.angularAxis.ticksSuffix:t+f.angularAxis.ticksSuffix})).style(B);f.angularAxis.rewriteTicks&&K.text((function(t,e){return e%(f.minorTicks+1)!=0?\"\":f.angularAxis.rewriteTicks(this.textContent,e)}));var Q=n.max(R.selectAll(\".angular-tick text\")[0].map((function(t,e){return t.getCTM().e+t.getBBox().width})));D.attr({transform:\"translate(\"+[x+Q,f.margin.top]+\")\"});var $=t.select(\"g.geometry-group\").selectAll(\"g\").size()>0,tt=t.select(\"g.geometry-group\").selectAll(\"g.geometry\").data(p);if(tt.enter().append(\"g\").attr({class:function(t,e){return\"geometry geometry\"+e}}),tt.exit().remove(),p[0]||$){var et=[];p.forEach((function(t,e){var n={};n.radialScale=r,n.angularScale=s,n.container=tt.filter((function(t,r){return r==e})),n.geometry=t.geometry,n.orientation=f.orientation,n.direction=f.direction,n.index=e,et.push({data:t,geometryConfig:n})}));var rt=n.nest().key((function(t,e){return\"undefined\"!=typeof t.data.groupId||\"unstacked\"})).entries(et),nt=[];rt.forEach((function(t,e){\"unstacked\"===t.key?nt=nt.concat(t.values.map((function(t,e){return[t]}))):nt.push(t.values)})),nt.forEach((function(t,e){var r;r=Array.isArray(t)?t[0].geometryConfig.geometry:t.geometryConfig.geometry;var n=t.map((function(t,e){return a(o[r].defaultConfig(),t)}));o[r]().config(n)()}))}var at,it,ot=t.select(\".guides-group\"),st=t.select(\".tooltips-group\"),lt=o.tooltipPanel().config({container:st,fontSize:8})(),ct=o.tooltipPanel().config({container:st,fontSize:8})(),ut=o.tooltipPanel().config({container:st,hasTick:!0})();if(!k){var ht=ot.select(\"line\").attr({x1:0,y1:0,y2:0}).style({stroke:\"grey\",\"pointer-events\":\"none\"});R.on(\"mousemove.angular-guide\",(function(t,e){var r=o.util.getMousePos(Y).angle;ht.attr({x2:-x,transform:\"rotate(\"+r+\")\"}).style({opacity:.5});var n=(r+180+360-f.orientation)%360;at=s.invert(n);var a=o.util.convertToCartesian(x+12,r+180);lt.text(o.util.round(at)).move([a[0]+_[0],a[1]+_[1]])})).on(\"mouseout.angular-guide\",(function(t,e){ot.select(\"line\").style({opacity:0})}))}var ft=ot.select(\"circle\").style({stroke:\"grey\",fill:\"none\"});R.on(\"mousemove.radial-guide\",(function(t,e){var n=o.util.getMousePos(Y).radius;ft.attr({r:n}).style({opacity:.5}),it=r.invert(o.util.getMousePos(Y).radius);var a=o.util.convertToCartesian(n,f.radialAxis.orientation);ct.text(o.util.round(it)).move([a[0]+_[0],a[1]+_[1]])})).on(\"mouseout.radial-guide\",(function(t,e){ft.style({opacity:0}),ut.hide(),lt.hide(),ct.hide()})),t.selectAll(\".geometry-group .mark\").on(\"mouseover.tooltip\",(function(e,r){var a=n.select(this),i=this.style.fill,s=\"black\",l=this.style.opacity||1;if(a.attr({\"data-opacity\":l}),i&&\"none\"!==i){a.attr({\"data-fill\":i}),s=n.hsl(i).darker().toString(),a.style({fill:s,opacity:1});var c={t:o.util.round(e[0]),r:o.util.round(e[1])};k&&(c.t=w[e[0]]);var u=\"t: 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u},f.getinputConfig=function(){return c},f.radialScale=function(t){return r},f.angularScale=function(t){return s},f.svg=function(){return t},n.rebind(f,h,\"on\"),f},o.Axis.defaultConfig=function(t,e){return{data:[{t:[1,2,3,4],r:[10,11,12,13],name:\"Line1\",geometry:\"LinePlot\",color:null,strokeDash:\"solid\",strokeColor:null,strokeSize:\"1\",visibleInLegend:!0,opacity:1}],layout:{defaultColorRange:n.scale.category10().range(),title:null,height:450,width:500,margin:{top:40,right:40,bottom:40,left:40},font:{size:12,color:\"gray\",outlineColor:\"white\",family:\"Tahoma, 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n=e*Math.PI/180;return[e,t(n)]}))},o.util.dataFromEquation=function(t,e,r){var a=e||6,i=[],o=[];n.range(0,360+a,a).forEach((function(e,r){var n=e*Math.PI/180,a=t(n);i.push(e),o.push(a)}));var s={t:i,r:o};return r&&(s.name=r),s},o.util.ensureArray=function(t,e){if(\"undefined\"==typeof t)return null;var r=[].concat(t);return n.range(e).map((function(t,e){return r[e]||r[0]}))},o.util.fillArrays=function(t,e,r){return e.forEach((function(e,n){t[e]=o.util.ensureArray(t[e],r)})),t},o.util.cloneJson=function(t){return JSON.parse(JSON.stringify(t))},o.util.validateKeys=function(t,e){\"string\"==typeof e&&(e=e.split(\".\"));var r=e.shift();return t[r]&&(!e.length||objHasKeys(t[r],e))},o.util.sumArrays=function(t,e){return n.zip(t,e).map((function(t,e){return n.sum(t)}))},o.util.arrayLast=function(t){return t[t.length-1]},o.util.arrayEqual=function(t,e){for(var r=Math.max(t.length,e.length,1);r-- >=0&&t[r]===e[r];);return-2===r},o.util.flattenArray=function(t){for(var e=[];!o.util.arrayEqual(e,t);)e=t,t=[].concat.apply([],t);return t},o.util.deduplicate=function(t){return t.filter((function(t,e,r){return r.indexOf(t)==e}))},o.util.convertToCartesian=function(t,e){var r=e*Math.PI/180;return[t*Math.cos(r),t*Math.sin(r)]},o.util.round=function(t,e){var r=e||2,n=Math.pow(10,r);return Math.round(t*n)/n},o.util.getMousePos=function(t){var e=n.mouse(t.node()),r=e[0],a=e[1],i={};return i.x=r,i.y=a,i.pos=e,i.angle=180*(Math.atan2(a,r)+Math.PI)/Math.PI,i.radius=Math.sqrt(r*r+a*a),i},o.util.duplicatesCount=function(t){for(var e,r={},n={},a=0,i=t.length;a<i;a++)(e=t[a])in r?(r[e]++,n[e]=r[e]):r[e]=1;return n},o.util.duplicates=function(t){return Object.keys(o.util.duplicatesCount(t))},o.util.translator=function(t,e,r,n){if(n){var a=r.slice();r=e,e=a}var i=e.reduce((function(t,e){if(\"undefined\"!=typeof t)return t[e]}),t);\"undefined\"!=typeof i&&(e.reduce((function(t,r,n){if(\"undefined\"!=typeof t)return n===e.length-1&&delete 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o=r[2]?[r[0],r[1]+r[2]]:r,s=n.svg.symbol().size(t[i].data.dotSize).type(t[i].data.dotType)(r,a);n.select(this).attr({class:\"mark dot\",d:s,transform:function(t,r){var n,a,i,s=(n=function(t,r){var n=e.radialScale(t[1]),a=(e.angularScale(t[0])+e.orientation)*Math.PI/180;return{r:n,t:a}}(o),a=n.r*Math.cos(n.t),i=n.r*Math.sin(n.t),{x:a,y:i});return\"translate(\"+[s.x,s.y]+\")\"}})};var u=n.svg.line.radial().interpolate(t[0].data.lineInterpolation).radius((function(t){return e.radialScale(t[1])})).angle((function(t){return e.angularScale(t[0])*Math.PI/180}));c.line=function(r,a,i){var s=r[2]?o[i].map((function(t,e){return[t[0],t[1]+t[2]]})):o[i];if(n.select(this).each(c.dot).style({opacity:function(e,r){return+t[i].data.dotVisible},fill:d.stroke(r,a,i)}).attr({class:\"mark dot\"}),!(a>0)){var l=n.select(this.parentNode).selectAll(\"path.line\").data([0]);l.enter().insert(\"path\"),l.attr({class:\"line\",d:u(s),transform:function(t,r){return\"rotate(\"+(e.orientation+90)+\")\"},\"pointer-events\":\"none\"}).style({fill:function(t,e){return d.fill(r,a,i)},\"fill-opacity\":0,stroke:function(t,e){return d.stroke(r,a,i)},\"stroke-width\":function(t,e){return d[\"stroke-width\"](r,a,i)},\"stroke-dasharray\":function(t,e){return d[\"stroke-dasharray\"](r,a,i)},opacity:function(t,e){return d.opacity(r,a,i)},display:function(t,e){return d.display(r,a,i)}})}};var h=e.angularScale.range(),f=Math.abs(h[1]-h[0])/o[0].length*Math.PI/180,p=n.svg.arc().startAngle((function(t){return-f/2})).endAngle((function(t){return f/2})).innerRadius((function(t){return e.radialScale(l+(t[2]||0))})).outerRadius((function(t){return e.radialScale(l+(t[2]||0))+e.radialScale(t[1])}));c.arc=function(t,r,a){n.select(this).attr({class:\"mark arc\",d:p,transform:function(t,r){return\"rotate(\"+(e.orientation+s(t[0])+90)+\")\"}})};var d={fill:function(e,r,n){return t[n].data.color},stroke:function(e,r,n){return t[n].data.strokeColor},\"stroke-width\":function(e,r,n){return t[n].data.strokeSize+\"px\"},\"stroke-dasharray\":function(e,n,a){return r[t[a].data.strokeDash]},opacity:function(e,r,n){return t[n].data.opacity},display:function(e,r,n){return\"undefined\"==typeof t[n].data.visible||t[n].data.visible?\"block\":\"none\"}},g=n.select(this).selectAll(\"g.layer\").data(o);g.enter().append(\"g\").attr({class:\"layer\"});var m=g.selectAll(\"path.mark\").data((function(t,e){return t}));m.enter().append(\"path\").attr({class:\"mark\"}),m.style(d).each(c[e.geometryType]),m.exit().remove(),g.exit().remove()}))}return i.config=function(e){return arguments.length?(e.forEach((function(e,r){t[r]||(t[r]={}),a(t[r],o.PolyChart.defaultConfig()),a(t[r],e)})),this):t},i.getColorScale=function(){},n.rebind(i,e,\"on\"),i},o.PolyChart.defaultConfig=function(){return{data:{name:\"geom1\",t:[[1,2,3,4]],r:[[1,2,3,4]],dotType:\"circle\",dotSize:64,dotVisible:!1,barWidth:20,color:\"#ffa500\",strokeSize:1,strokeColor:\"silver\",strokeDash:\"solid\",opacity:1,index:0,visible:!0,visibleInLegend:!0},geometryConfig:{geometry:\"LinePlot\",geometryType:\"arc\",direction:\"clockwise\",orientation:0,container:\"body\",radialScale:null,angularScale:null,colorScale:n.scale.category20()}}},o.BarChart=function(){return o.PolyChart()},o.BarChart.defaultConfig=function(){return{geometryConfig:{geometryType:\"bar\"}}},o.AreaChart=function(){return o.PolyChart()},o.AreaChart.defaultConfig=function(){return{geometryConfig:{geometryType:\"arc\"}}},o.DotPlot=function(){return o.PolyChart()},o.DotPlot.defaultConfig=function(){return{geometryConfig:{geometryType:\"dot\",dotType:\"circle\"}}},o.LinePlot=function(){return o.PolyChart()},o.LinePlot.defaultConfig=function(){return{geometryConfig:{geometryType:\"line\"}}},o.Legend=function(){var t=o.Legend.defaultConfig(),e=n.dispatch(\"hover\");function r(){var e=t.legendConfig,i=t.data.map((function(t,r){return[].concat(t).map((function(t,n){var i=a({},e.elements[r]);return i.name=t,i.color=[].concat(e.elements[r].color)[n],i}))})),o=n.merge(i);o=o.filter((function(t,r){return e.elements[r]&&(e.elements[r].visibleInLegend||\"undefined\"==typeof e.elements[r].visibleInLegend)})),e.reverseOrder&&(o=o.reverse());var s=e.container;(\"string\"==typeof s||s.nodeName)&&(s=n.select(s));var l=o.map((function(t,e){return t.color})),c=e.fontSize,u=null==e.isContinuous?\"number\"==typeof o[0]:e.isContinuous,h=u?e.height:c*o.length,f=s.classed(\"legend-group\",!0).selectAll(\"svg\").data([0]),p=f.enter().append(\"svg\").attr({width:300,height:h+c,xmlns:\"http://www.w3.org/2000/svg\",\"xmlns:xlink\":\"http://www.w3.org/1999/xlink\",version:\"1.1\"});p.append(\"g\").classed(\"legend-axis\",!0),p.append(\"g\").classed(\"legend-marks\",!0);var d=n.range(o.length),g=n.scale[u?\"linear\":\"ordinal\"]().domain(d).range(l),m=n.scale[u?\"linear\":\"ordinal\"]().domain(d)[u?\"range\":\"rangePoints\"]([0,h]);if(u){var v=f.select(\".legend-marks\").append(\"defs\").append(\"linearGradient\").attr({id:\"grad1\",x1:\"0%\",y1:\"0%\",x2:\"0%\",y2:\"100%\"}).selectAll(\"stop\").data(l);v.enter().append(\"stop\"),v.attr({offset:function(t,e){return e/(l.length-1)*100+\"%\"}}).style({\"stop-color\":function(t,e){return t}}),f.append(\"rect\").classed(\"legend-mark\",!0).attr({height:e.height,width:e.colorBandWidth,fill:\"url(#grad1)\"})}else{var y=f.select(\".legend-marks\").selectAll(\"path.legend-mark\").data(o);y.enter().append(\"path\").classed(\"legend-mark\",!0),y.attr({transform:function(t,e){return\"translate(\"+[c/2,m(e)+c/2]+\")\"},d:function(t,e){var r,a,i,o=t.symbol;return i=3*(a=c),\"line\"===(r=o)?\"M\"+[[-a/2,-a/12],[a/2,-a/12],[a/2,a/12],[-a/2,a/12]]+\"Z\":-1!=n.svg.symbolTypes.indexOf(r)?n.svg.symbol().type(r).size(i)():n.svg.symbol().type(\"square\").size(i)()},fill:function(t,e){return g(e)}}),y.exit().remove()}var x=n.svg.axis().scale(m).orient(\"right\"),b=f.select(\"g.legend-axis\").attr({transform:\"translate(\"+[u?e.colorBandWidth:c,c/2]+\")\"}).call(x);return b.selectAll(\".domain\").style({fill:\"none\",stroke:\"none\"}),b.selectAll(\"line\").style({fill:\"none\",stroke:u?e.textColor:\"none\"}),b.selectAll(\"text\").style({fill:e.textColor,\"font-size\":e.fontSize}).text((function(t,e){return o[e].name})),r}return r.config=function(e){return arguments.length?(a(t,e),this):t},n.rebind(r,e,\"on\"),r},o.Legend.defaultConfig=function(t,e){return{data:[\"a\",\"b\",\"c\"],legendConfig:{elements:[{symbol:\"line\",color:\"red\"},{symbol:\"square\",color:\"yellow\"},{symbol:\"diamond\",color:\"limegreen\"}],height:150,colorBandWidth:30,fontSize:12,container:\"body\",isContinuous:null,textColor:\"grey\",reverseOrder:!1}}},o.tooltipPanel=function(){var t,e,r,i={container:null,hasTick:!1,fontSize:12,color:\"white\",padding:5},s=\"tooltip-\"+o.tooltipPanel.uid++,l=10,c=function(){var n=(t=i.container.selectAll(\"g.\"+s).data([0])).enter().append(\"g\").classed(s,!0).style({\"pointer-events\":\"none\",display:\"none\"});return r=n.append(\"path\").style({fill:\"white\",\"fill-opacity\":.9}).attr({d:\"M0 0\"}),e=n.append(\"text\").attr({dx:i.padding+l,dy:.3*+i.fontSize}),c};return c.text=function(a){var o=n.hsl(i.color).l,s=o>=.5?\"#aaa\":\"white\",u=o>=.5?\"black\":\"white\",h=a||\"\";e.style({fill:u,\"font-size\":i.fontSize+\"px\"}).text(h);var f=i.padding,p=e.node().getBBox(),d={fill:i.color,stroke:s,\"stroke-width\":\"2px\"},g=p.width+2*f+l,m=p.height+2*f;return r.attr({d:\"M\"+[[l,-m/2],[l,-m/4],[i.hasTick?0:l,0],[l,m/4],[l,m/2],[g,m/2],[g,-m/2]].join(\"L\")+\"Z\"}).style(d),t.attr({transform:\"translate(\"+[l,-m/2+2*f]+\")\"}),t.style({display:\"block\"}),c},c.move=function(e){if(t)return t.attr({transform:\"translate(\"+[e[0],e[1]]+\")\"}).style({display:\"block\"}),c},c.hide=function(){if(t)return t.style({display:\"none\"}),c},c.show=function(){if(t)return t.style({display:\"block\"}),c},c.config=function(t){return a(i,t),c},c},o.tooltipPanel.uid=1,o.adapter={},o.adapter.plotly=function(){var t={convert:function(t,e){var r={};if(t.data&&(r.data=t.data.map((function(t,r){var n=a({},t);return[[n,[\"marker\",\"color\"],[\"color\"]],[n,[\"marker\",\"opacity\"],[\"opacity\"]],[n,[\"marker\",\"line\",\"color\"],[\"strokeColor\"]],[n,[\"marker\",\"line\",\"dash\"],[\"strokeDash\"]],[n,[\"marker\",\"line\",\"width\"],[\"strokeSize\"]],[n,[\"marker\",\"symbol\"],[\"dotType\"]],[n,[\"marker\",\"size\"],[\"dotSize\"]],[n,[\"marker\",\"barWidth\"],[\"barWidth\"]],[n,[\"line\",\"interpolation\"],[\"lineInterpolation\"]],[n,[\"showlegend\"],[\"visibleInLegend\"]]].forEach((function(t,r){o.util.translator.apply(null,t.concat(e))})),e||delete n.marker,e&&delete n.groupId,e?(\"LinePlot\"===n.geometry?(n.type=\"scatter\",!0===n.dotVisible?(delete n.dotVisible,n.mode=\"lines+markers\"):n.mode=\"lines\"):\"DotPlot\"===n.geometry?(n.type=\"scatter\",n.mode=\"markers\"):\"AreaChart\"===n.geometry?n.type=\"area\":\"BarChart\"===n.geometry&&(n.type=\"bar\"),delete n.geometry):(\"scatter\"===n.type?\"lines\"===n.mode?n.geometry=\"LinePlot\":\"markers\"===n.mode?n.geometry=\"DotPlot\":\"lines+markers\"===n.mode&&(n.geometry=\"LinePlot\",n.dotVisible=!0):\"area\"===n.type?n.geometry=\"AreaChart\":\"bar\"===n.type&&(n.geometry=\"BarChart\"),delete n.mode,delete n.type),n})),!e&&t.layout&&\"stack\"===t.layout.barmode)){var i=o.util.duplicates(r.data.map((function(t,e){return t.geometry})));r.data.forEach((function(t,e){var n=i.indexOf(t.geometry);-1!=n&&(r.data[e].groupId=n)}))}if(t.layout){var s=a({},t.layout);if([[s,[\"plot_bgcolor\"],[\"backgroundColor\"]],[s,[\"showlegend\"],[\"showLegend\"]],[s,[\"radialaxis\"],[\"radialAxis\"]],[s,[\"angularaxis\"],[\"angularAxis\"]],[s.angularaxis,[\"showline\"],[\"gridLinesVisible\"]],[s.angularaxis,[\"showticklabels\"],[\"labelsVisible\"]],[s.angularaxis,[\"nticks\"],[\"ticksCount\"]],[s.angularaxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.angularaxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.angularaxis,[\"range\"],[\"domain\"]],[s.angularaxis,[\"endpadding\"],[\"endPadding\"]],[s.radialaxis,[\"showline\"],[\"gridLinesVisible\"]],[s.radialaxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.radialaxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.radialaxis,[\"range\"],[\"domain\"]],[s.angularAxis,[\"showline\"],[\"gridLinesVisible\"]],[s.angularAxis,[\"showticklabels\"],[\"labelsVisible\"]],[s.angularAxis,[\"nticks\"],[\"ticksCount\"]],[s.angularAxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.angularAxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.angularAxis,[\"range\"],[\"domain\"]],[s.angularAxis,[\"endpadding\"],[\"endPadding\"]],[s.radialAxis,[\"showline\"],[\"gridLinesVisible\"]],[s.radialAxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.radialAxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.radialAxis,[\"range\"],[\"domain\"]],[s.font,[\"outlinecolor\"],[\"outlineColor\"]],[s.legend,[\"traceorder\"],[\"reverseOrder\"]],[s,[\"labeloffset\"],[\"labelOffset\"]],[s,[\"defaultcolorrange\"],[\"defaultColorRange\"]]].forEach((function(t,r){o.util.translator.apply(null,t.concat(e))})),e?(\"undefined\"!=typeof s.tickLength&&(s.angularaxis.ticklen=s.tickLength,delete s.tickLength),s.tickColor&&(s.angularaxis.tickcolor=s.tickColor,delete s.tickColor)):(s.angularAxis&&\"undefined\"!=typeof s.angularAxis.ticklen&&(s.tickLength=s.angularAxis.ticklen),s.angularAxis&&\"undefined\"!=typeof s.angularAxis.tickcolor&&(s.tickColor=s.angularAxis.tickcolor)),s.legend&&\"boolean\"!=typeof s.legend.reverseOrder&&(s.legend.reverseOrder=\"normal\"!=s.legend.reverseOrder),s.legend&&\"boolean\"==typeof s.legend.traceorder&&(s.legend.traceorder=s.legend.traceorder?\"reversed\":\"normal\",delete s.legend.reverseOrder),s.margin&&\"undefined\"!=typeof s.margin.t){var l=[\"t\",\"r\",\"b\",\"l\",\"pad\"],c=[\"top\",\"right\",\"bottom\",\"left\",\"pad\"],u={};n.entries(s.margin).forEach((function(t,e){u[c[l.indexOf(t.key)]]=t.value})),s.margin=u}e&&(delete s.needsEndSpacing,delete s.minorTickColor,delete s.minorTicks,delete s.angularaxis.ticksCount,delete s.angularaxis.ticksCount,delete s.angularaxis.ticksStep,delete s.angularaxis.rewriteTicks,delete s.angularaxis.nticks,delete s.radialaxis.ticksCount,delete s.radialaxis.ticksCount,delete s.radialaxis.ticksStep,delete s.radialaxis.rewriteTicks,delete s.radialaxis.nticks),r.layout=s}return r}};return t}},{\"../../../constants/alignment\":704,\"../../../lib\":735,d3:165}],856:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../../lib\"),i=t(\"../../../components/color\"),o=t(\"./micropolar\"),s=t(\"./undo_manager\"),l=a.extendDeepAll,c=e.exports={};c.framework=function(t){var e,r,a,i,u,h=new s;function f(r,s){return s&&(u=s),n.select(n.select(u).node().parentNode).selectAll(\".svg-container>*:not(.chart-root)\").remove(),e=e?l(e,r):r,a||(a=o.Axis()),i=o.adapter.plotly().convert(e),a.config(i).render(u),t.data=e.data,t.layout=e.layout,c.fillLayout(t),e}return f.isPolar=!0,f.svg=function(){return a.svg()},f.getConfig=function(){return e},f.getLiveConfig=function(){return o.adapter.plotly().convert(a.getLiveConfig(),!0)},f.getLiveScales=function(){return{t:a.angularScale(),r:a.radialScale()}},f.setUndoPoint=function(){var t,n,a=this,i=o.util.cloneJson(e);t=i,n=r,h.add({undo:function(){n&&a(n)},redo:function(){a(t)}}),r=o.util.cloneJson(i)},f.undo=function(){h.undo()},f.redo=function(){h.redo()},f},c.fillLayout=function(t){var e=n.select(t).selectAll(\".plot-container\"),r=e.selectAll(\".svg-container\"),a=t.framework&&t.framework.svg&&t.framework.svg(),o={width:800,height:600,paper_bgcolor:i.background,_container:e,_paperdiv:r,_paper:a};t._fullLayout=l(o,t.layout)}},{\"../../../components/color\":602,\"../../../lib\":735,\"./micropolar\":855,\"./undo_manager\":857,d3:165}],857:[function(t,e,r){\"use strict\";e.exports=function(){var t,e=[],r=-1,n=!1;function a(t,e){return t?(n=!0,t[e](),n=!1,this):this}return{add:function(t){return n||(e.splice(r+1,e.length-r),e.push(t),r=e.length-1),this},setCallback:function(e){t=e},undo:function(){var n=e[r];return n?(a(n,\"undo\"),r-=1,t&&t(n.undo),this):this},redo:function(){var n=e[r+1];return n?(a(n,\"redo\"),r+=1,t&&t(n.redo),this):this},clear:function(){e=[],r=-1},hasUndo:function(){return-1!==r},hasRedo:function(){return r<e.length-1},getCommands:function(){return e},getPreviousCommand:function(){return e[r-1]},getIndex:function(){return r}}}},{}],858:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"tinycolor2\"),i=t(\"../../registry\"),o=t(\"../../lib\"),s=t(\"../../components/color\"),l=t(\"../../components/drawing\"),c=t(\"../plots\"),u=t(\"../../plots/cartesian/axes\"),h=t(\"../cartesian/set_convert\"),f=t(\"./set_convert\"),p=t(\"../cartesian/autorange\").doAutoRange,d=t(\"../cartesian/dragbox\"),g=t(\"../../components/dragelement\"),m=t(\"../../components/fx\"),v=t(\"../../components/titles\"),y=t(\"../cartesian/select\").prepSelect,x=t(\"../cartesian/select\").selectOnClick,b=t(\"../cartesian/select\").clearSelect,_=t(\"../../lib/setcursor\"),w=t(\"../../lib/clear_gl_canvases\"),T=t(\"../../plot_api/subroutines\").redrawReglTraces,k=t(\"../../constants/alignment\").MID_SHIFT,M=t(\"./constants\"),A=t(\"./helpers\"),S=o._,E=o.mod,C=o.deg2rad,L=o.rad2deg;function P(t,e){this.id=e,this.gd=t,this._hasClipOnAxisFalse=null,this.vangles=null,this.radialAxisAngle=null,this.traceHash={},this.layers={},this.clipPaths={},this.clipIds={},this.viewInitial={};var r=t._fullLayout,n=\"clip\"+r._uid+e;this.clipIds.forTraces=n+\"-for-traces\",this.clipPaths.forTraces=r._clips.append(\"clipPath\").attr(\"id\",this.clipIds.forTraces),this.clipPaths.forTraces.append(\"path\"),this.framework=r._polarlayer.append(\"g\").attr(\"class\",e),this.radialTickLayout=null,this.angularTickLayout=null}var I=P.prototype;function z(t){var e=t.ticks+String(t.ticklen)+String(t.showticklabels);return\"side\"in t&&(e+=t.side),e}function O(t,e){return e[o.findIndexOfMin(e,(function(e){return o.angleDist(t,e)}))]}function D(t,e,r){return e?(t.attr(\"display\",null),t.attr(r)):t&&t.attr(\"display\",\"none\"),t}function R(t,e){return\"translate(\"+t+\",\"+e+\")\"}function F(t){return\"rotate(\"+t+\")\"}e.exports=function(t,e){return new P(t,e)},I.plot=function(t,e){var r=e[this.id];this._hasClipOnAxisFalse=!1;for(var n=0;n<t.length;n++){if(!1===t[n][0].trace.cliponaxis){this._hasClipOnAxisFalse=!0;break}}this.updateLayers(e,r),this.updateLayout(e,r),c.generalUpdatePerTraceModule(this.gd,this,t,r),this.updateFx(e,r)},I.updateLayers=function(t,e){var r=this.layers,a=e.radialaxis,i=e.angularaxis,o=M.layerNames,s=o.indexOf(\"frontplot\"),l=o.slice(0,s),c=\"below traces\"===i.layer,u=\"below traces\"===a.layer;c&&l.push(\"angular-line\"),u&&l.push(\"radial-line\"),c&&l.push(\"angular-axis\"),u&&l.push(\"radial-axis\"),l.push(\"frontplot\"),c||l.push(\"angular-line\"),u||l.push(\"radial-line\"),c||l.push(\"angular-axis\"),u||l.push(\"radial-axis\");var h=this.framework.selectAll(\".polarsublayer\").data(l,String);h.enter().append(\"g\").attr(\"class\",(function(t){return\"polarsublayer \"+t})).each((function(t){var e=r[t]=n.select(this);switch(t){case\"frontplot\":e.append(\"g\").classed(\"barlayer\",!0),e.append(\"g\").classed(\"scatterlayer\",!0);break;case\"backplot\":e.append(\"g\").classed(\"maplayer\",!0);break;case\"plotbg\":r.bg=e.append(\"path\");break;case\"radial-grid\":case\"angular-grid\":e.style(\"fill\",\"none\");break;case\"radial-line\":e.append(\"line\").style(\"fill\",\"none\");break;case\"angular-line\":e.append(\"path\").style(\"fill\",\"none\")}})),h.order()},I.updateLayout=function(t,e){var r=this.layers,n=t._size,a=e.radialaxis,i=e.angularaxis,o=e.domain.x,c=e.domain.y;this.xOffset=n.l+n.w*o[0],this.yOffset=n.t+n.h*(1-c[1]);var u=this.xLength=n.w*(o[1]-o[0]),h=this.yLength=n.h*(c[1]-c[0]),f=e.sector;this.sectorInRad=f.map(C);var p,d,g,m,v,y=this.sectorBBox=function(t){var e,r,n,a,i=t[0],o=t[1]-i,s=E(i,360),l=s+o,c=Math.cos(C(s)),u=Math.sin(C(s)),h=Math.cos(C(l)),f=Math.sin(C(l));a=s<=90&&l>=90||s>90&&l>=450?1:u<=0&&f<=0?0:Math.max(u,f);e=s<=180&&l>=180||s>180&&l>=540?-1:c>=0&&h>=0?0:Math.min(c,h);r=s<=270&&l>=270||s>270&&l>=630?-1:u>=0&&f>=0?0:Math.min(u,f);n=l>=360?1:c<=0&&h<=0?0:Math.max(c,h);return[e,r,n,a]}(f),x=y[2]-y[0],b=y[3]-y[1],_=h/u,w=Math.abs(b/x);_>w?(p=u,v=(h-(d=u*w))/n.h/2,g=[o[0],o[1]],m=[c[0]+v,c[1]-v]):(d=h,v=(u-(p=h/w))/n.w/2,g=[o[0]+v,o[1]-v],m=[c[0],c[1]]),this.xLength2=p,this.yLength2=d,this.xDomain2=g,this.yDomain2=m;var T=this.xOffset2=n.l+n.w*g[0],k=this.yOffset2=n.t+n.h*(1-m[1]),M=this.radius=p/x,A=this.innerRadius=e.hole*M,S=this.cx=T-M*y[0],L=this.cy=k+M*y[3],P=this.cxx=S-T,I=this.cyy=L-k;this.radialAxis=this.mockAxis(t,e,a,{_id:\"x\",side:{counterclockwise:\"top\",clockwise:\"bottom\"}[a.side],domain:[A/n.w,M/n.w]}),this.angularAxis=this.mockAxis(t,e,i,{side:\"right\",domain:[0,Math.PI],autorange:!1}),this.doAutoRange(t,e),this.updateAngularAxis(t,e),this.updateRadialAxis(t,e),this.updateRadialAxisTitle(t,e),this.xaxis=this.mockCartesianAxis(t,e,{_id:\"x\",domain:g}),this.yaxis=this.mockCartesianAxis(t,e,{_id:\"y\",domain:m});var z=this.pathSubplot();this.clipPaths.forTraces.select(\"path\").attr(\"d\",z).attr(\"transform\",R(P,I)),r.frontplot.attr(\"transform\",R(T,k)).call(l.setClipUrl,this._hasClipOnAxisFalse?null:this.clipIds.forTraces,this.gd),r.bg.attr(\"d\",z).attr(\"transform\",R(S,L)).call(s.fill,e.bgcolor)},I.mockAxis=function(t,e,r,n){var a=o.extendFlat({},r,n);return f(a,e,t),a},I.mockCartesianAxis=function(t,e,r){var n=this,a=r._id,i=o.extendFlat({type:\"linear\"},r);h(i,t);var s={x:[0,2],y:[1,3]};return i.setRange=function(){var t=n.sectorBBox,r=s[a],o=n.radialAxis._rl,l=(o[1]-o[0])/(1-e.hole);i.range=[t[r[0]]*l,t[r[1]]*l]},i.isPtWithinRange=\"x\"===a?function(t){return n.isPtInside(t)}:function(){return!0},i.setRange(),i.setScale(),i},I.doAutoRange=function(t,e){var r=this.gd,n=this.radialAxis,a=e.radialaxis;n.setScale(),p(r,n);var i=n.range;a.range=i.slice(),a._input.range=i.slice(),n._rl=[n.r2l(i[0],null,\"gregorian\"),n.r2l(i[1],null,\"gregorian\")]},I.updateRadialAxis=function(t,e){var r=this,n=r.gd,a=r.layers,i=r.radius,l=r.innerRadius,c=r.cx,h=r.cy,f=e.radialaxis,p=E(e.sector[0],360),d=r.radialAxis,g=l<i;r.fillViewInitialKey(\"radialaxis.angle\",f.angle),r.fillViewInitialKey(\"radialaxis.range\",d.range.slice()),d.setGeometry(),\"auto\"===d.tickangle&&p>90&&p<=270&&(d.tickangle=180);var m=function(t){return\"translate(\"+(d.l2p(t.x)+l)+\",0)\"},v=z(f);if(r.radialTickLayout!==v&&(a[\"radial-axis\"].selectAll(\".xtick\").remove(),r.radialTickLayout=v),g){d.setScale();var y=u.calcTicks(d),x=u.clipEnds(d,y),b=u.getTickSigns(d)[2];u.drawTicks(n,d,{vals:y,layer:a[\"radial-axis\"],path:u.makeTickPath(d,0,b),transFn:m,crisp:!1}),u.drawGrid(n,d,{vals:x,layer:a[\"radial-grid\"],path:function(t){return r.pathArc(d.r2p(t.x)+l)},transFn:o.noop,crisp:!1}),u.drawLabels(n,d,{vals:y,layer:a[\"radial-axis\"],transFn:m,labelFns:u.makeLabelFns(d,0)})}var _=r.radialAxisAngle=r.vangles?L(O(C(f.angle),r.vangles)):f.angle,w=R(c,h),T=w+F(-_);D(a[\"radial-axis\"],g&&(f.showticklabels||f.ticks),{transform:T}),D(a[\"radial-grid\"],g&&f.showgrid,{transform:w}),D(a[\"radial-line\"].select(\"line\"),g&&f.showline,{x1:l,y1:0,x2:i,y2:0,transform:T}).attr(\"stroke-width\",f.linewidth).call(s.stroke,f.linecolor)},I.updateRadialAxisTitle=function(t,e,r){var n=this.gd,a=this.radius,i=this.cx,o=this.cy,s=e.radialaxis,c=this.id+\"title\",u=void 0!==r?r:this.radialAxisAngle,h=C(u),f=Math.cos(h),p=Math.sin(h),d=0;if(s.title){var g=l.bBox(this.layers[\"radial-axis\"].node()).height,m=s.title.font.size;d=\"counterclockwise\"===s.side?-g-.4*m:g+.8*m}this.layers[\"radial-axis-title\"]=v.draw(n,c,{propContainer:s,propName:this.id+\".radialaxis.title\",placeholder:S(n,\"Click to enter radial axis title\"),attributes:{x:i+a/2*f+d*p,y:o-a/2*p+d*f,\"text-anchor\":\"middle\"},transform:{rotate:-u}})},I.updateAngularAxis=function(t,e){var r=this,n=r.gd,a=r.layers,i=r.radius,l=r.innerRadius,c=r.cx,h=r.cy,f=e.angularaxis,p=r.angularAxis;r.fillViewInitialKey(\"angularaxis.rotation\",f.rotation),p.setGeometry(),p.setScale();var d=function(t){return p.t2g(t.x)};\"linear\"===p.type&&\"radians\"===p.thetaunit&&(p.tick0=L(p.tick0),p.dtick=L(p.dtick));var g=function(t){return 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n=t(\"../../components/color/attributes\"),a=t(\"../domain\").attributes,i=t(\"../cartesian/layout_attributes\"),o=t(\"../../plot_api/edit_types\").overrideAll,s=t(\"../../lib/extend\").extendFlat,l={title:{text:i.title.text,font:i.title.font},color:i.color,tickmode:i.tickmode,nticks:s({},i.nticks,{dflt:6,min:1}),tick0:i.tick0,dtick:i.dtick,tickvals:i.tickvals,ticktext:i.ticktext,ticks:i.ticks,ticklen:i.ticklen,tickwidth:i.tickwidth,tickcolor:i.tickcolor,showticklabels:i.showticklabels,showtickprefix:i.showtickprefix,tickprefix:i.tickprefix,showticksuffix:i.showticksuffix,ticksuffix:i.ticksuffix,showexponent:i.showexponent,exponentformat:i.exponentformat,separatethousands:i.separatethousands,tickfont:i.tickfont,tickangle:i.tickangle,tickformat:i.tickformat,tickformatstops:i.tickformatstops,hoverformat:i.hoverformat,showline:s({},i.showline,{dflt:!0}),linecolor:i.linecolor,linewidth:i.linewidth,showgrid:s({},i.showgrid,{dflt:!0}),gridcolor:i.gridcolor,gridwidth:i.gridwidth,layer:i.layer,min:{valType:\"number\",dflt:0,min:0},_deprecated:{title:i._deprecated.title,titlefont:i._deprecated.titlefont}},c=e.exports=o({domain:a({name:\"ternary\"}),bgcolor:{valType:\"color\",dflt:n.background},sum:{valType:\"number\",dflt:1,min:0},aaxis:l,baxis:l,caxis:l},\"plot\",\"from-root\");c.uirevision={valType:\"any\",editType:\"none\"},c.aaxis.uirevision=c.baxis.uirevision=c.caxis.uirevision={valType:\"any\",editType:\"none\"}},{\"../../components/color/attributes\":601,\"../../lib/extend\":726,\"../../plot_api/edit_types\":766,\"../cartesian/layout_attributes\":797,\"../domain\":810}],864:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),a=t(\"../../plot_api/plot_template\"),i=t(\"../../lib\"),o=t(\"../subplot_defaults\"),s=t(\"../cartesian/tick_label_defaults\"),l=t(\"../cartesian/tick_mark_defaults\"),c=t(\"../cartesian/tick_value_defaults\"),u=t(\"../cartesian/line_grid_defaults\"),h=t(\"./layout_attributes\"),f=[\"aaxis\",\"baxis\",\"caxis\"];function p(t,e,r,i){var o,s,l,c=r(\"bgcolor\"),u=r(\"sum\");i.bgColor=n.combine(c,i.paper_bgcolor);for(var h=0;h<f.length;h++)s=t[o=f[h]]||{},(l=a.newContainer(e,o))._name=o,d(s,l,i,e);var p=e.aaxis,g=e.baxis,m=e.caxis;p.min+g.min+m.min>=u&&(p.min=0,g.min=0,m.min=0,t.aaxis&&delete t.aaxis.min,t.baxis&&delete t.baxis.min,t.caxis&&delete t.caxis.min)}function d(t,e,r,n){var a=h[e._name];function o(r,n){return i.coerce(t,e,a,r,n)}o(\"uirevision\",n.uirevision),e.type=\"linear\";var f=o(\"color\"),p=f!==a.color.dflt?f:r.font.color,d=e._name.charAt(0).toUpperCase(),g=\"Component \"+d,m=o(\"title.text\",g);e._hovertitle=m===g?m:d,i.coerceFont(o,\"title.font\",{family:r.font.family,size:Math.round(1.2*r.font.size),color:p}),o(\"min\"),c(t,e,o,\"linear\"),s(t,e,o,\"linear\",{}),l(t,e,o,{outerTicks:!0}),o(\"showticklabels\")&&(i.coerceFont(o,\"tickfont\",{family:r.font.family,size:r.font.size,color:p}),o(\"tickangle\"),o(\"tickformat\")),u(t,e,o,{dfltColor:f,bgColor:r.bgColor,blend:60,showLine:!0,showGrid:!0,noZeroLine:!0,attributes:a}),o(\"hoverformat\"),o(\"layer\")}e.exports=function(t,e,r){o(t,e,r,{type:\"ternary\",attributes:h,handleDefaults:p,font:e.font,paper_bgcolor:e.paper_bgcolor})}},{\"../../components/color\":602,\"../../lib\":735,\"../../plot_api/plot_template\":773,\"../cartesian/line_grid_defaults\":799,\"../cartesian/tick_label_defaults\":804,\"../cartesian/tick_mark_defaults\":805,\"../cartesian/tick_value_defaults\":806,\"../subplot_defaults\":860,\"./layout_attributes\":863}],865:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"tinycolor2\"),i=t(\"../../registry\"),o=t(\"../../lib\"),s=o._,l=t(\"../../components/color\"),c=t(\"../../components/drawing\"),u=t(\"../cartesian/set_convert\"),h=t(\"../../lib/extend\").extendFlat,f=t(\"../plots\"),p=t(\"../cartesian/axes\"),d=t(\"../../components/dragelement\"),g=t(\"../../components/fx\"),m=t(\"../../components/dragelement/helpers\"),v=m.freeMode,y=m.rectMode,x=t(\"../../components/titles\"),b=t(\"../cartesian/select\").prepSelect,_=t(\"../cartesian/select\").selectOnClick,w=t(\"../cartesian/select\").clearSelect,T=t(\"../cartesian/select\").clearSelectionsCache,k=t(\"../cartesian/constants\");function M(t,e){this.id=t.id,this.graphDiv=t.graphDiv,this.init(e),this.makeFramework(e),this.aTickLayout=null,this.bTickLayout=null,this.cTickLayout=null}e.exports=M;var A=M.prototype;A.init=function(t){this.container=t._ternarylayer,this.defs=t._defs,this.layoutId=t._uid,this.traceHash={},this.layers={}},A.plot=function(t,e){var r=e[this.id],n=e._size;this._hasClipOnAxisFalse=!1;for(var a=0;a<t.length;a++){if(!1===t[a][0].trace.cliponaxis){this._hasClipOnAxisFalse=!0;break}}this.updateLayers(r),this.adjustLayout(r,n),f.generalUpdatePerTraceModule(this.graphDiv,this,t,r),this.layers.plotbg.select(\"path\").call(l.fill,r.bgcolor)},A.makeFramework=function(t){var e=this.graphDiv,r=t[this.id],n=this.clipId=\"clip\"+this.layoutId+this.id,a=this.clipIdRelative=\"clip-relative\"+this.layoutId+this.id;this.clipDef=o.ensureSingleById(t._clips,\"clipPath\",n,(function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")})),this.clipDefRelative=o.ensureSingleById(t._clips,\"clipPath\",a,(function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")})),this.plotContainer=o.ensureSingle(this.container,\"g\",this.id),this.updateLayers(r),c.setClipUrl(this.layers.backplot,n,e),c.setClipUrl(this.layers.grids,n,e)},A.updateLayers=function(t){var e=this.layers,r=[\"draglayer\",\"plotbg\",\"backplot\",\"grids\"];\"below traces\"===t.aaxis.layer&&r.push(\"aaxis\",\"aline\"),\"below traces\"===t.baxis.layer&&r.push(\"baxis\",\"bline\"),\"below traces\"===t.caxis.layer&&r.push(\"caxis\",\"cline\"),r.push(\"frontplot\"),\"above traces\"===t.aaxis.layer&&r.push(\"aaxis\",\"aline\"),\"above traces\"===t.baxis.layer&&r.push(\"baxis\",\"bline\"),\"above traces\"===t.caxis.layer&&r.push(\"caxis\",\"cline\");var a=this.plotContainer.selectAll(\"g.toplevel\").data(r,String),i=[\"agrid\",\"bgrid\",\"cgrid\"];a.enter().append(\"g\").attr(\"class\",(function(t){return\"toplevel \"+t})).each((function(t){var r=n.select(this);e[t]=r,\"frontplot\"===t?r.append(\"g\").classed(\"scatterlayer\",!0):\"backplot\"===t?r.append(\"g\").classed(\"maplayer\",!0):\"plotbg\"===t?r.append(\"path\").attr(\"d\",\"M0,0Z\"):\"aline\"===t||\"bline\"===t||\"cline\"===t?r.append(\"path\"):\"grids\"===t&&i.forEach((function(t){e[t]=r.append(\"g\").classed(\"grid \"+t,!0)}))})),a.order()};var S=Math.sqrt(4/3);A.adjustLayout=function(t,e){var r,n,a,i,o,s,f=this,p=t.domain,d=(p.x[0]+p.x[1])/2,g=(p.y[0]+p.y[1])/2,m=p.x[1]-p.x[0],v=p.y[1]-p.y[0],y=m*e.w,x=v*e.h,b=t.sum,_=t.aaxis.min,w=t.baxis.min,T=t.caxis.min;y>S*x?a=(i=x)*S:i=(a=y)/S,o=m*a/y,s=v*i/x,r=e.l+e.w*d-a/2,n=e.t+e.h*(1-g)-i/2,f.x0=r,f.y0=n,f.w=a,f.h=i,f.sum=b,f.xaxis={type:\"linear\",range:[_+2*T-b,b-_-2*w],domain:[d-o/2,d+o/2],_id:\"x\"},u(f.xaxis,f.graphDiv._fullLayout),f.xaxis.setScale(),f.xaxis.isPtWithinRange=function(t){return t.a>=f.aaxis.range[0]&&t.a<=f.aaxis.range[1]&&t.b>=f.baxis.range[1]&&t.b<=f.baxis.range[0]&&t.c>=f.caxis.range[1]&&t.c<=f.caxis.range[0]},f.yaxis={type:\"linear\",range:[_,b-w-T],domain:[g-s/2,g+s/2],_id:\"y\"},u(f.yaxis,f.graphDiv._fullLayout),f.yaxis.setScale(),f.yaxis.isPtWithinRange=function(){return!0};var k=f.yaxis.domain[0],M=f.aaxis=h({},t.aaxis,{range:[_,b-w-T],side:\"left\",tickangle:(+t.aaxis.tickangle||0)-30,domain:[k,k+s*S],anchor:\"free\",position:0,_id:\"y\",_length:a});u(M,f.graphDiv._fullLayout),M.setScale();var A=f.baxis=h({},t.baxis,{range:[b-_-T,w],side:\"bottom\",domain:f.xaxis.domain,anchor:\"free\",position:0,_id:\"x\",_length:a});u(A,f.graphDiv._fullLayout),A.setScale();var E=f.caxis=h({},t.caxis,{range:[b-_-w,T],side:\"right\",tickangle:(+t.caxis.tickangle||0)+30,domain:[k,k+s*S],anchor:\"free\",position:0,_id:\"y\",_length:a});u(E,f.graphDiv._fullLayout),E.setScale();var C=\"M\"+r+\",\"+(n+i)+\"h\"+a+\"l-\"+a/2+\",-\"+i+\"Z\";f.clipDef.select(\"path\").attr(\"d\",C),f.layers.plotbg.select(\"path\").attr(\"d\",C);var L=\"M0,\"+i+\"h\"+a+\"l-\"+a/2+\",-\"+i+\"Z\";f.clipDefRelative.select(\"path\").attr(\"d\",L);var P=\"translate(\"+r+\",\"+n+\")\";f.plotContainer.selectAll(\".scatterlayer,.maplayer\").attr(\"transform\",P),f.clipDefRelative.select(\"path\").attr(\"transform\",null);var I=\"translate(\"+(r-A._offset)+\",\"+(n+i)+\")\";f.layers.baxis.attr(\"transform\",I),f.layers.bgrid.attr(\"transform\",I);var z=\"translate(\"+(r+a/2)+\",\"+n+\")rotate(30)translate(0,\"+-M._offset+\")\";f.layers.aaxis.attr(\"transform\",z),f.layers.agrid.attr(\"transform\",z);var O=\"translate(\"+(r+a/2)+\",\"+n+\")rotate(-30)translate(0,\"+-E._offset+\")\";f.layers.caxis.attr(\"transform\",O),f.layers.cgrid.attr(\"transform\",O),f.drawAxes(!0),f.layers.aline.select(\"path\").attr(\"d\",M.showline?\"M\"+r+\",\"+(n+i)+\"l\"+a/2+\",-\"+i:\"M0,0\").call(l.stroke,M.linecolor||\"#000\").style(\"stroke-width\",(M.linewidth||0)+\"px\"),f.layers.bline.select(\"path\").attr(\"d\",A.showline?\"M\"+r+\",\"+(n+i)+\"h\"+a:\"M0,0\").call(l.stroke,A.linecolor||\"#000\").style(\"stroke-width\",(A.linewidth||0)+\"px\"),f.layers.cline.select(\"path\").attr(\"d\",E.showline?\"M\"+(r+a/2)+\",\"+n+\"l\"+a/2+\",\"+i:\"M0,0\").call(l.stroke,E.linecolor||\"#000\").style(\"stroke-width\",(E.linewidth||0)+\"px\"),f.graphDiv._context.staticPlot||f.initInteractions(),c.setClipUrl(f.layers.frontplot,f._hasClipOnAxisFalse?null:f.clipId,f.graphDiv)},A.drawAxes=function(t){var e=this.graphDiv,r=this.id.substr(7)+\"title\",n=this.layers,a=this.aaxis,i=this.baxis,o=this.caxis;if(this.drawAx(a),this.drawAx(i),this.drawAx(o),t){var l=Math.max(a.showticklabels?a.tickfont.size/2:0,(o.showticklabels?.75*o.tickfont.size:0)+(\"outside\"===o.ticks?.87*o.ticklen:0)),c=(i.showticklabels?i.tickfont.size:0)+(\"outside\"===i.ticks?i.ticklen:0)+3;n[\"a-title\"]=x.draw(e,\"a\"+r,{propContainer:a,propName:this.id+\".aaxis.title\",placeholder:s(e,\"Click to enter Component A title\"),attributes:{x:this.x0+this.w/2,y:this.y0-a.title.font.size/3-l,\"text-anchor\":\"middle\"}}),n[\"b-title\"]=x.draw(e,\"b\"+r,{propContainer:i,propName:this.id+\".baxis.title\",placeholder:s(e,\"Click to enter Component B title\"),attributes:{x:this.x0-c,y:this.y0+this.h+.83*i.title.font.size+c,\"text-anchor\":\"middle\"}}),n[\"c-title\"]=x.draw(e,\"c\"+r,{propContainer:o,propName:this.id+\".caxis.title\",placeholder:s(e,\"Click to enter Component C title\"),attributes:{x:this.x0+this.w+c,y:this.y0+this.h+.83*o.title.font.size+c,\"text-anchor\":\"middle\"}})}},A.drawAx=function(t){var e,r=this.graphDiv,n=t._name,a=n.charAt(0),i=t._id,s=this.layers[n],l=a+\"tickLayout\",c=(e=t).ticks+String(e.ticklen)+String(e.showticklabels);this[l]!==c&&(s.selectAll(\".\"+i+\"tick\").remove(),this[l]=c),t.setScale();var u=p.calcTicks(t),h=p.clipEnds(t,u),f=p.makeTransFn(t),d=p.getTickSigns(t)[2],g=o.deg2rad(30),m=d*(t.linewidth||1)/2,v=d*t.ticklen,y=this.w,x=this.h,b=\"b\"===a?\"M0,\"+m+\"l\"+Math.sin(g)*v+\",\"+Math.cos(g)*v:\"M\"+m+\",0l\"+Math.cos(g)*v+\",\"+-Math.sin(g)*v,_={a:\"M0,0l\"+x+\",-\"+y/2,b:\"M0,0l-\"+y/2+\",-\"+x,c:\"M0,0l-\"+x+\",\"+y/2}[a];p.drawTicks(r,t,{vals:\"inside\"===t.ticks?h:u,layer:s,path:b,transFn:f,crisp:!1}),p.drawGrid(r,t,{vals:h,layer:this.layers[a+\"grid\"],path:_,transFn:f,crisp:!1}),p.drawLabels(r,t,{vals:u,layer:s,transFn:f,labelFns:p.makeLabelFns(t,0,30)})};var E=k.MINZOOM/2+.87,C=\"m-0.87,.5h\"+E+\"v3h-\"+(E+5.2)+\"l\"+(E/2+2.6)+\",-\"+(.87*E+4.5)+\"l2.6,1.5l-\"+E/2+\",\"+.87*E+\"Z\",L=\"m0.87,.5h-\"+E+\"v3h\"+(E+5.2)+\"l-\"+(E/2+2.6)+\",-\"+(.87*E+4.5)+\"l-2.6,1.5l\"+E/2+\",\"+.87*E+\"Z\",P=\"m0,1l\"+E/2+\",\"+.87*E+\"l2.6,-1.5l-\"+(E/2+2.6)+\",-\"+(.87*E+4.5)+\"l-\"+(E/2+2.6)+\",\"+(.87*E+4.5)+\"l2.6,1.5l\"+E/2+\",-\"+.87*E+\"Z\",I=!0;function z(t){n.select(t).selectAll(\".zoombox,.js-zoombox-backdrop,.js-zoombox-menu,.zoombox-corners\").remove()}A.clearSelect=function(){T(this.dragOptions),w(this.dragOptions.gd)},A.initInteractions=function(){var t,e,r,n,u,h,f,p,m,x,w=this,T=w.layers.plotbg.select(\"path\").node(),M=w.graphDiv,A=M._fullLayout._zoomlayer;function E(t){var e={};return e[w.id+\".aaxis.min\"]=t.a,e[w.id+\".baxis.min\"]=t.b,e[w.id+\".caxis.min\"]=t.c,e}function O(t,e){var r=M._fullLayout.clickmode;z(M),2===t&&(M.emit(\"plotly_doubleclick\",null),i.call(\"_guiRelayout\",M,E({a:0,b:0,c:0}))),r.indexOf(\"select\")>-1&&1===t&&_(e,M,[w.xaxis],[w.yaxis],w.id,w.dragOptions),r.indexOf(\"event\")>-1&&g.click(M,e,w.id)}function D(t,e){return 1-e/w.h}function R(t,e){return 1-(t+(w.h-e)/Math.sqrt(3))/w.w}function F(t,e){return(t-(w.h-e)/Math.sqrt(3))/w.w}function B(a,i){var o=t+a,s=e+i,l=Math.max(0,Math.min(1,D(0,e),D(0,s))),c=Math.max(0,Math.min(1,R(t,e),R(o,s))),d=Math.max(0,Math.min(1,F(t,e),F(o,s))),g=(l/2+d)*w.w,v=(1-l/2-c)*w.w,y=(g+v)/2,b=v-g,_=(1-l)*w.h,T=_-b/S;b<k.MINZOOM?(u=r,m.attr(\"d\",f),x.attr(\"d\",\"M0,0Z\")):(u={a:r.a+l*n,b:r.b+c*n,c:r.c+d*n},m.attr(\"d\",f+\"M\"+g+\",\"+_+\"H\"+v+\"L\"+y+\",\"+T+\"L\"+g+\",\"+_+\"Z\"),x.attr(\"d\",\"M\"+t+\",\"+e+\"m0.5,0.5h5v-2h-5v-5h-2v5h-5v2h5v5h2ZM\"+g+\",\"+_+C+\"M\"+v+\",\"+_+L+\"M\"+y+\",\"+T+P)),p||(m.transition().style(\"fill\",h>.2?\"rgba(0,0,0,0.4)\":\"rgba(255,255,255,0.3)\").duration(200),x.transition().style(\"opacity\",1).duration(200),p=!0),M.emit(\"plotly_relayouting\",E(u))}function N(){z(M),u!==r&&(i.call(\"_guiRelayout\",M,E(u)),I&&M.data&&M._context.showTips&&(o.notifier(s(M,\"Double-click to zoom back out\"),\"long\"),I=!1))}function j(t,e){var n=t/w.xaxis._m,a=e/w.yaxis._m,i=[(u={a:r.a-a,b:r.b+(n+a)/2,c:r.c-(n-a)/2}).a,u.b,u.c].sort(),o=i.indexOf(u.a),s=i.indexOf(u.b),l=i.indexOf(u.c);i[0]<0&&(i[1]+i[0]/2<0?(i[2]+=i[0]+i[1],i[0]=i[1]=0):(i[2]+=i[0]/2,i[1]+=i[0]/2,i[0]=0),u={a:i[o],b:i[s],c:i[l]},e=(r.a-u.a)*w.yaxis._m,t=(r.c-u.c-r.b+u.b)*w.xaxis._m);var h=\"translate(\"+(w.x0+t)+\",\"+(w.y0+e)+\")\";w.plotContainer.selectAll(\".scatterlayer,.maplayer\").attr(\"transform\",h);var f=\"translate(\"+-t+\",\"+-e+\")\";w.clipDefRelative.select(\"path\").attr(\"transform\",f),w.aaxis.range=[u.a,w.sum-u.b-u.c],w.baxis.range=[w.sum-u.a-u.c,u.b],w.caxis.range=[w.sum-u.a-u.b,u.c],w.drawAxes(!1),w._hasClipOnAxisFalse&&w.plotContainer.select(\".scatterlayer\").selectAll(\".trace\").call(c.hideOutsideRangePoints,w),M.emit(\"plotly_relayouting\",E(u))}function U(){i.call(\"_guiRelayout\",M,E(u))}this.dragOptions={element:T,gd:M,plotinfo:{id:w.id,domain:M._fullLayout[w.id].domain,xaxis:w.xaxis,yaxis:w.yaxis},subplot:w.id,prepFn:function(i,o,s){w.dragOptions.xaxes=[w.xaxis],w.dragOptions.yaxes=[w.yaxis];var c=w.dragOptions.dragmode=M._fullLayout.dragmode;v(c)?w.dragOptions.minDrag=1:w.dragOptions.minDrag=void 0,\"zoom\"===c?(w.dragOptions.moveFn=B,w.dragOptions.clickFn=O,w.dragOptions.doneFn=N,function(i,o,s){var c=T.getBoundingClientRect();t=o-c.left,e=s-c.top,r={a:w.aaxis.range[0],b:w.baxis.range[1],c:w.caxis.range[1]},u=r,n=w.aaxis.range[1]-r.a,h=a(w.graphDiv._fullLayout[w.id].bgcolor).getLuminance(),f=\"M0,\"+w.h+\"L\"+w.w/2+\", 0L\"+w.w+\",\"+w.h+\"Z\",p=!1,m=A.append(\"path\").attr(\"class\",\"zoombox\").attr(\"transform\",\"translate(\"+w.x0+\", 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o,s,l=e.pos,c=e.val,u=i.bPos,h=i.wdPos||0,f=i.bPosPxOffset||0,p=r.whiskerwidth||0,d=r.notched||!1,g=d?1-2*r.notchwidth:1;Array.isArray(i.bdPos)?(o=i.bdPos[0],s=i.bdPos[1]):(o=i.bdPos,s=i.bdPos);var m=t.selectAll(\"path.box\").data(\"violin\"!==r.type||r.box.visible?a.identity:[]);m.enter().append(\"path\").style(\"vector-effect\",\"non-scaling-stroke\").attr(\"class\",\"box\"),m.exit().remove(),m.each((function(t){if(t.empty)return\"M0,0Z\";var e=l.c2l(t.pos+u,!0),i=l.l2p(e)+f,m=l.l2p(e-o)+f,v=l.l2p(e+s)+f,y=l.l2p(e-h)+f,x=l.l2p(e+h)+f,b=l.l2p(e-o*g)+f,_=l.l2p(e+s*g)+f,w=c.c2p(t.q1,!0),T=c.c2p(t.q3,!0),k=a.constrain(c.c2p(t.med,!0),Math.min(w,T)+1,Math.max(w,T)-1),M=void 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n=t(\"../pie/attributes\"),a=t(\"../../plots/attributes\"),i=t(\"../../plots/domain\").attributes,o=t(\"../../plots/template_attributes\").hovertemplateAttrs,s=t(\"../../plots/template_attributes\").texttemplateAttrs,l=t(\"../../lib/extend\").extendFlat;e.exports={labels:n.labels,label0:n.label0,dlabel:n.dlabel,values:n.values,marker:{colors:n.marker.colors,line:{color:l({},n.marker.line.color,{dflt:null}),width:l({},n.marker.line.width,{dflt:1}),editType:\"calc\"},editType:\"calc\"},text:n.text,hovertext:n.hovertext,scalegroup:l({},n.scalegroup,{}),textinfo:l({},n.textinfo,{flags:[\"label\",\"text\",\"value\",\"percent\"]}),texttemplate:s({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"text\",\"percent\"]}),hoverinfo:l({},a.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:o({},{keys:[\"label\",\"color\",\"value\",\"text\",\"percent\"]}),textposition:l({},n.textposition,{values:[\"inside\",\"none\"],dflt:\"inside\"}),textfont:n.textfont,insidetextfont:n.insidetextfont,title:{text:n.title.text,font:n.title.font,position:l({},n.title.position,{values:[\"top 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e.visible=!1}},{\"../../lib\":735,\"../../plots/domain\":810,\"../bar/defaults\":880,\"../pie/defaults\":1117,\"./attributes\":1011}],1015:[function(t,e,r){\"use strict\";e.exports={moduleType:\"trace\",name:\"funnelarea\",basePlotModule:t(\"./base_plot\"),categories:[\"pie-like\",\"funnelarea\",\"showLegend\"],attributes:t(\"./attributes\"),layoutAttributes:t(\"./layout_attributes\"),supplyDefaults:t(\"./defaults\"),supplyLayoutDefaults:t(\"./layout_defaults\"),calc:t(\"./calc\").calc,crossTraceCalc:t(\"./calc\").crossTraceCalc,plot:t(\"./plot\"),style:t(\"./style\"),styleOne:t(\"../pie/style_one\"),meta:{}}},{\"../pie/style_one\":1125,\"./attributes\":1011,\"./base_plot\":1012,\"./calc\":1013,\"./defaults\":1014,\"./layout_attributes\":1016,\"./layout_defaults\":1017,\"./plot\":1018,\"./style\":1019}],1016:[function(t,e,r){\"use strict\";var n=t(\"../pie/layout_attributes\").hiddenlabels;e.exports={hiddenlabels:n,funnelareacolorway:{valType:\"colorlist\",editType:\"calc\"},extendfunnelareacolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},{\"../pie/layout_attributes\":1121}],1017:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"./layout_attributes\");e.exports=function(t,e){function r(r,i){return n.coerce(t,e,a,r,i)}r(\"hiddenlabels\"),r(\"funnelareacolorway\",e.colorway),r(\"extendfunnelareacolors\")}},{\"../../lib\":735,\"./layout_attributes\":1016}],1018:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../components/drawing\"),i=t(\"../../lib\"),o=t(\"../../lib/svg_text_utils\"),s=t(\"../bar/plot\").toMoveInsideBar,l=t(\"../bar/uniform_text\"),c=l.recordMinTextSize,u=l.clearMinTextSize,h=t(\"../pie/helpers\"),f=t(\"../pie/plot\"),p=f.attachFxHandlers,d=f.determineInsideTextFont,g=f.layoutAreas,m=f.prerenderTitles,v=f.positionTitleOutside,y=f.formatSliceLabel;function 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n=t(\"../scatter/attributes\"),a=t(\"../../plots/attributes\"),i=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../../components/colorscale/attributes\"),s=(t(\"../../constants/docs\").FORMAT_LINK,t(\"../../lib/extend\").extendFlat);e.exports=s({z:{valType:\"data_array\",editType:\"calc\"},x:s({},n.x,{impliedEdits:{xtype:\"array\"}}),x0:s({},n.x0,{impliedEdits:{xtype:\"scaled\"}}),dx:s({},n.dx,{impliedEdits:{xtype:\"scaled\"}}),y:s({},n.y,{impliedEdits:{ytype:\"array\"}}),y0:s({},n.y0,{impliedEdits:{ytype:\"scaled\"}}),dy:s({},n.dy,{impliedEdits:{ytype:\"scaled\"}}),text:{valType:\"data_array\",editType:\"calc\"},hovertext:{valType:\"data_array\",editType:\"calc\"},transpose:{valType:\"boolean\",dflt:!1,editType:\"calc\"},xtype:{valType:\"enumerated\",values:[\"array\",\"scaled\"],editType:\"calc+clearAxisTypes\"},ytype:{valType:\"enumerated\",values:[\"array\",\"scaled\"],editType:\"calc+clearAxisTypes\"},zsmooth:{valType:\"enumerated\",values:[\"fast\",\"best\",!1],dflt:!1,editType:\"calc\"},hoverongaps:{valType:\"boolean\",dflt:!0,editType:\"none\"},connectgaps:{valType:\"boolean\",editType:\"calc\"},xgap:{valType:\"number\",dflt:0,min:0,editType:\"plot\"},ygap:{valType:\"number\",dflt:0,min:0,editType:\"plot\"},zhoverformat:{valType:\"string\",dflt:\"\",editType:\"none\"},hovertemplate:i(),showlegend:s({},a.showlegend,{dflt:!1})},{transforms:void 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n=t(\"../../lib/extend\").extendFlat,a=t(\"../../lib/extend\").extendDeep,i=t(\"../../plot_api/edit_types\").overrideAll,o=t(\"../../plots/font_attributes\"),s=t(\"../../components/color/attributes\"),l=t(\"../../plots/domain\").attributes,c=t(\"../../plots/cartesian/layout_attributes\"),u=t(\"../../plot_api/plot_template\").templatedArray,h=t(\"../../constants/delta.js\"),f=(t(\"../../constants/docs\").FORMAT_LINK,o({editType:\"plot\",colorEditType:\"plot\"})),p={color:{valType:\"color\",editType:\"plot\"},line:{color:{valType:\"color\",dflt:s.defaultLine,editType:\"plot\"},width:{valType:\"number\",min:0,dflt:0,editType:\"plot\"},editType:\"calc\"},thickness:{valType:\"number\",min:0,max:1,dflt:1,editType:\"plot\"},editType:\"calc\"},d={valType:\"info_array\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},g=u(\"step\",a({},p,{range:d}));e.exports={mode:{valType:\"flaglist\",editType:\"calc\",flags:[\"number\",\"delta\",\"gauge\"],dflt:\"number\"},value:{valType:\"number\",editType:\"calc\",anim:!0},align:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],editType:\"plot\"},domain:l({name:\"indicator\",trace:!0,editType:\"calc\"}),title:{text:{valType:\"string\",editType:\"plot\"},align:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],editType:\"plot\"},font:n({},f,{}),editType:\"plot\"},number:{valueformat:{valType:\"string\",dflt:\"\",editType:\"plot\"},font:n({},f,{}),prefix:{valType:\"string\",dflt:\"\",editType:\"plot\"},suffix:{valType:\"string\",dflt:\"\",editType:\"plot\"},editType:\"plot\"},delta:{reference:{valType:\"number\",editType:\"calc\"},position:{valType:\"enumerated\",values:[\"top\",\"bottom\",\"left\",\"right\"],dflt:\"bottom\",editType:\"plot\"},relative:{valType:\"boolean\",editType:\"plot\",dflt:!1},valueformat:{valType:\"string\",editType:\"plot\"},increasing:{symbol:{valType:\"string\",dflt:h.INCREASING.SYMBOL,editType:\"plot\"},color:{valType:\"color\",dflt:h.INCREASING.COLOR,editType:\"plot\"},editType:\"plot\"},decreasing:{symbol:{valType:\"string\",dflt:h.DECREASING.SYMBOL,editType:\"plot\"},color:{valType:\"color\",dflt:h.DECREASING.COLOR,editType:\"plot\"},editType:\"plot\"},font:n({},f,{}),editType:\"calc\"},gauge:{shape:{valType:\"enumerated\",editType:\"plot\",dflt:\"angular\",values:[\"angular\",\"bullet\"]},bar:a({},p,{color:{dflt:\"green\"}}),bgcolor:{valType:\"color\",editType:\"plot\"},bordercolor:{valType:\"color\",dflt:s.defaultLine,editType:\"plot\"},borderwidth:{valType:\"number\",min:0,dflt:1,editType:\"plot\"},axis:i({range:d,visible:n({},c.visible,{dflt:!0}),tickmode:c.tickmode,nticks:c.nticks,tick0:c.tick0,dtick:c.dtick,tickvals:c.tickvals,ticktext:c.ticktext,ticks:n({},c.ticks,{dflt:\"outside\"}),ticklen:c.ticklen,tickwidth:c.tickwidth,tickcolor:c.tickcolor,showticklabels:c.showticklabels,tickfont:o({}),tickangle:c.tickangle,tickformat:c.tickformat,tickformatstops:c.tickformatstops,tickprefix:c.tickprefix,showtickprefix:c.showtickprefix,ticksuffix:c.ticksuffix,showticksuffix:c.showticksuffix,separatethousands:c.separatethousands,exponentformat:c.exponentformat,showexponent:c.showexponent,editType:\"plot\"},\"plot\"),steps:g,threshold:{line:{color:n({},p.line.color,{}),width:n({},p.line.width,{dflt:1}),editType:\"plot\"},thickness:n({},p.thickness,{dflt:.85}),value:{valType:\"number\",editType:\"calc\",dflt:!1},editType:\"plot\"},editType:\"plot\"}}},{\"../../components/color/attributes\":601,\"../../constants/delta.js\":705,\"../../constants/docs\":706,\"../../lib/extend\":726,\"../../plot_api/edit_types\":766,\"../../plot_api/plot_template\":773,\"../../plots/cartesian/layout_attributes\":797,\"../../plots/domain\":810,\"../../plots/font_attributes\":811}],1070:[function(t,e,r){\"use 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0===f._deltaLastValue&&(f._deltaLastValue=i(r[0]));var p=E.select(\"text.delta\");function g(){p.text(o(i(r[0]),a)).call(d.fill,h(r[0])).call(c.convertToTspans,t)}return p.call(s.font,f.delta.font).call(d.fill,h({delta:f._deltaLastValue})),y(A)?p.transition().duration(A.duration).ease(A.easing).tween(\"text\",(function(){var t=n.select(this),e=i(r[0]),s=f._deltaLastValue,l=P(f.delta.valueformat,a,s,e),c=n.interpolateNumber(s,e);return f._deltaLastValue=e,function(e){t.text(o(c(e),l)),t.call(d.fill,h({delta:c(e)}))}})).each(\"end\",(function(){g(),S&&S()})).each(\"interrupt\",(function(){g(),S&&S()})):g(),l=T(o(i(r[0]),a),f.delta.font,M,t),p}(),z+=f.delta.position+f.delta.font.size+f.delta.font.family+f.delta.valueformat,z+=f.delta.increasing.symbol+f.delta.decreasing.symbol,h=l);f._hasNumber&&(!function(){var e=b(t,{tickformat:f.number.valueformat},f._range);e.setScale(),u.prepTicks(e);var a=function(t){return u.tickText(e,t).text},i=f.number.suffix,l=f.number.prefix,h=E.select(\"text.number\");function p(){var e=\"number\"==typeof r[0].y?l+a(r[0].y)+i:\"-\";h.text(e).call(s.font,f.number.font).call(c.convertToTspans,t)}y(A)?h.transition().duration(A.duration).ease(A.easing).each(\"end\",(function(){p(),S&&S()})).each(\"interrupt\",(function(){p(),S&&S()})).attrTween(\"text\",(function(){var t=n.select(this),e=n.interpolateNumber(r[0].lastY,r[0].y);f._lastValue=r[0].y;var o=P(f.number.valueformat,a,r[0].lastY,r[0].y);return function(r){t.text(l+o(e(r))+i)}})):p(),o=T(l+a(r[0].y)+i,f.number.font,M,t)}(),z+=f.number.font.size+f.number.font.family+f.number.valueformat+f.number.suffix+f.number.prefix,h=o);if(f._hasDelta&&f._hasNumber){var O,D,R=[(o.left+o.right)/2,(o.top+o.bottom)/2],F=[(l.left+l.right)/2,(l.top+l.bottom)/2],B=.75*f.delta.font.size;\"left\"===f.delta.position&&(O=k(f,\"deltaPos\",0,-1*(o.width*m[f.align]+l.width*(1-m[f.align])+B),z,Math.min),D=R[1]-F[1],h={width:o.width+l.width+B,height:Math.max(o.height,l.height),left:l.left+O,right:o.right,top:Math.min(o.top,l.top+D),bottom:Math.max(o.bottom,l.bottom+D)}),\"right\"===f.delta.position&&(O=k(f,\"deltaPos\",0,o.width*(1-m[f.align])+l.width*m[f.align]+B,z,Math.max),D=R[1]-F[1],h={width:o.width+l.width+B,height:Math.max(o.height,l.height),left:o.left,right:l.right+O,top:Math.min(o.top,l.top+D),bottom:Math.max(o.bottom,l.bottom+D)}),\"bottom\"===f.delta.position&&(O=null,D=l.height,h={width:Math.max(o.width,l.width),height:o.height+l.height,left:Math.min(o.left,l.left),right:Math.max(o.right,l.right),top:o.bottom-o.height,bottom:o.bottom+l.height}),\"top\"===f.delta.position&&(O=null,D=o.top,h={width:Math.max(o.width,l.width),height:o.height+l.height,left:Math.min(o.left,l.left),right:Math.max(o.right,l.right),top:o.bottom-o.height-l.height,bottom:o.bottom}),I.attr({dx:O,dy:D})}(f._hasNumber||f._hasDelta)&&E.attr(\"transform\",(function(){var t=i.numbersScaler(h);z+=t[2];var e,r=k(f,\"numbersScale\",1,t[0],z,Math.min);f._scaleNumbers||(r=1),e=f._isAngular?x-r*h.bottom:x-r*(h.top+h.bottom)/2,f._numbersTop=r*h.top+e;var n=h[w];\"center\"===w&&(n=(h.left+h.right)/2);var a=p-r*n;return _(a=k(f,\"numbersTranslate\",0,a,z,Math.max),e)+\" scale(\"+r+\")\"}))}(t,L,e,{numbersX:h,numbersY:M,numbersScaler:A,transitionOpts:r,onComplete:f}),P&&(S={range:C.gauge.axis.range,color:C.gauge.bgcolor,line:{color:C.gauge.bordercolor,width:0},thickness:1},E={range:C.gauge.axis.range,color:\"rgba(0, 0, 0, 0)\",line:{color:C.gauge.bordercolor,width:C.gauge.borderwidth},thickness:1});var q=L.selectAll(\"g.angular\").data(I?e:[]);q.exit().remove();var H=L.selectAll(\"g.angularaxis\").data(I?e:[]);H.exit().remove(),I&&function(t,e,r,a){var s,l,c,h,f=r[0].trace,p=a.size,d=a.radius,g=a.innerRadius,m=a.gaugeBg,v=a.gaugeOutline,w=[p.l+p.w/2,p.t+p.h/2+d/2],T=a.gauge,k=a.layer,M=a.transitionOpts,A=a.onComplete,S=Math.PI/2;function E(t){var e=f.gauge.axis.range[0],r=(t-e)/(f.gauge.axis.range[1]-e)*Math.PI-S;return r<-S?-S:r>S?S:r}function C(t){return n.svg.arc().innerRadius((g+d)/2-t/2*(d-g)).outerRadius((g+d)/2+t/2*(d-g)).startAngle(-S)}function L(t){t.attr(\"d\",(function(t){return C(t.thickness).startAngle(E(t.range[0])).endAngle(E(t.range[1]))()}))}T.enter().append(\"g\").classed(\"angular\",!0),T.attr(\"transform\",_(w[0],w[1])),k.enter().append(\"g\").classed(\"angularaxis\",!0).classed(\"crisp\",!0),k.selectAll(\"g.xangularaxistick,path,text\").remove(),(s=b(t,f.gauge.axis)).type=\"linear\",s.range=f.gauge.axis.range,s._id=\"xangularaxis\",s.setScale();var P=function(t){return(s.range[0]-t.x)/(s.range[1]-s.range[0])*Math.PI+Math.PI},I={},z=u.makeLabelFns(s,0).labelStandoff;I.xFn=function(t){var e=P(t);return Math.cos(e)*z},I.yFn=function(t){var e=P(t),r=Math.sin(e)>0?.2:1;return-Math.sin(e)*(z+t.fontSize*r)+Math.abs(Math.cos(e))*(t.fontSize*o)},I.anchorFn=function(t){var e=P(t),r=Math.cos(e);return Math.abs(r)<.1?\"middle\":r>0?\"start\":\"end\"},I.heightFn=function(t,e,r){var n=P(t);return-.5*(1+Math.sin(n))*r};var O=function(t){return _(w[0]+d*Math.cos(t),w[1]-d*Math.sin(t))};c=function(t){return O(P(t))};if(l=u.calcTicks(s),h=u.getTickSigns(s)[2],s.visible){h=\"inside\"===s.ticks?-1:1;var D=(s.linewidth||1)/2;u.drawTicks(t,s,{vals:l,layer:k,path:\"M\"+h*D+\",0h\"+h*s.ticklen,transFn:function(t){var e=P(t);return O(e)+\"rotate(\"+-i(e)+\")\"}}),u.drawLabels(t,s,{vals:l,layer:k,transFn:c,labelFns:I})}var R=[m].concat(f.gauge.steps),F=T.selectAll(\"g.bg-arc\").data(R);F.enter().append(\"g\").classed(\"bg-arc\",!0).append(\"path\"),F.select(\"path\").call(L).call(x),F.exit().remove();var B=C(f.gauge.bar.thickness),N=T.selectAll(\"g.value-arc\").data([f.gauge.bar]);N.enter().append(\"g\").classed(\"value-arc\",!0).append(\"path\");var j=N.select(\"path\");y(M)?(j.transition().duration(M.duration).ease(M.easing).each(\"end\",(function(){A&&A()})).each(\"interrupt\",(function(){A&&A()})).attrTween(\"d\",(U=B,V=E(r[0].lastY),q=E(r[0].y),function(){var t=n.interpolate(V,q);return function(e){return U.endAngle(t(e))()}})),f._lastValue=r[0].y):j.attr(\"d\",\"number\"==typeof r[0].y?B.endAngle(E(r[0].y)):\"M0,0Z\");var U,V,q;j.call(x),N.exit().remove(),R=[];var H=f.gauge.threshold.value;H&&R.push({range:[H,H],color:f.gauge.threshold.color,line:{color:f.gauge.threshold.line.color,width:f.gauge.threshold.line.width},thickness:f.gauge.threshold.thickness});var G=T.selectAll(\"g.threshold-arc\").data(R);G.enter().append(\"g\").classed(\"threshold-arc\",!0).append(\"path\"),G.select(\"path\").call(L).call(x),G.exit().remove();var Y=T.selectAll(\"g.gauge-outline\").data([v]);Y.enter().append(\"g\").classed(\"gauge-outline\",!0).append(\"path\"),Y.select(\"path\").call(L).call(x),Y.exit().remove()}(t,0,e,{radius:B,innerRadius:N,gauge:q,layer:H,size:D,gaugeBg:S,gaugeOutline:E,transitionOpts:r,onComplete:f});var G=L.selectAll(\"g.bullet\").data(z?e:[]);G.exit().remove();var Y=L.selectAll(\"g.bulletaxis\").data(z?e:[]);Y.exit().remove(),z&&function(t,e,r,n){var a,i,o,s,c,h=r[0].trace,f=n.gauge,p=n.layer,g=n.gaugeBg,m=n.gaugeOutline,v=n.size,_=h.domain,w=n.transitionOpts,T=n.onComplete;f.enter().append(\"g\").classed(\"bullet\",!0),f.attr(\"transform\",\"translate(\"+v.l+\", \"+v.t+\")\"),p.enter().append(\"g\").classed(\"bulletaxis\",!0).classed(\"crisp\",!0),p.selectAll(\"g.xbulletaxistick,path,text\").remove();var k=v.h,M=h.gauge.bar.thickness*k,A=_.x[0],S=_.x[0]+(_.x[1]-_.x[0])*(h._hasNumber||h._hasDelta?1-l.bulletNumberDomainSize:1);(a=b(t,h.gauge.axis))._id=\"xbulletaxis\",a.domain=[A,S],a.setScale(),i=u.calcTicks(a),o=u.makeTransFn(a),s=u.getTickSigns(a)[2],c=v.t+v.h,a.visible&&(u.drawTicks(t,a,{vals:\"inside\"===a.ticks?u.clipEnds(a,i):i,layer:p,path:u.makeTickPath(a,c,s),transFn:o}),u.drawLabels(t,a,{vals:i,layer:p,transFn:o,labelFns:u.makeLabelFns(a,c)}));function E(t){t.attr(\"width\",(function(t){return Math.max(0,a.c2p(t.range[1])-a.c2p(t.range[0]))})).attr(\"x\",(function(t){return a.c2p(t.range[0])})).attr(\"y\",(function(t){return.5*(1-t.thickness)*k})).attr(\"height\",(function(t){return t.thickness*k}))}var C=[g].concat(h.gauge.steps),L=f.selectAll(\"g.bg-bullet\").data(C);L.enter().append(\"g\").classed(\"bg-bullet\",!0).append(\"rect\"),L.select(\"rect\").call(E).call(x),L.exit().remove();var P=f.selectAll(\"g.value-bullet\").data([h.gauge.bar]);P.enter().append(\"g\").classed(\"value-bullet\",!0).append(\"rect\"),P.select(\"rect\").attr(\"height\",M).attr(\"y\",(k-M)/2).call(x),y(w)?P.select(\"rect\").transition().duration(w.duration).ease(w.easing).each(\"end\",(function(){T&&T()})).each(\"interrupt\",(function(){T&&T()})).attr(\"width\",Math.max(0,a.c2p(Math.min(h.gauge.axis.range[1],r[0].y)))):P.select(\"rect\").attr(\"width\",\"number\"==typeof r[0].y?Math.max(0,a.c2p(Math.min(h.gauge.axis.range[1],r[0].y))):0);P.exit().remove();var I=r.filter((function(){return h.gauge.threshold.value})),z=f.selectAll(\"g.threshold-bullet\").data(I);z.enter().append(\"g\").classed(\"threshold-bullet\",!0).append(\"line\"),z.select(\"line\").attr(\"x1\",a.c2p(h.gauge.threshold.value)).attr(\"x2\",a.c2p(h.gauge.threshold.value)).attr(\"y1\",(1-h.gauge.threshold.thickness)/2*k).attr(\"y2\",(1-(1-h.gauge.threshold.thickness)/2)*k).call(d.stroke,h.gauge.threshold.line.color).style(\"stroke-width\",h.gauge.threshold.line.width),z.exit().remove();var O=f.selectAll(\"g.gauge-outline\").data([m]);O.enter().append(\"g\").classed(\"gauge-outline\",!0).append(\"rect\"),O.select(\"rect\").call(E).call(x),O.exit().remove()}(t,0,e,{gauge:G,layer:Y,size:D,gaugeBg:S,gaugeOutline:E,transitionOpts:r,onComplete:f});var W=L.selectAll(\"text.title\").data(e);W.exit().remove(),W.enter().append(\"text\").classed(\"title\",!0),W.attr(\"text-anchor\",(function(){return z?g.right:g[C.title.align]})).text(C.title.text).call(s.font,C.title.font).call(c.convertToTspans,t),W.attr(\"transform\",(function(){var t,e=D.l+D.w*m[C.title.align],r=l.titlePadding,n=s.bBox(W.node());if(P){if(I)if(C.gauge.axis.visible)t=s.bBox(H.node()).top-r-n.bottom;else t=D.t+D.h/2-B/2-n.bottom-r;z&&(t=M-(n.top+n.bottom)/2,e=D.l-l.bulletPadding*D.w)}else t=C._numbersTop-r-n.bottom;return _(e,t)}))}))}},{\"../../components/color\":602,\"../../components/drawing\":624,\"../../constants/alignment\":704,\"../../lib\":735,\"../../lib/svg_text_utils\":759,\"../../plots/cartesian/axes\":783,\"../../plots/cartesian/axis_defaults\":785,\"../../plots/cartesian/layout_attributes\":797,\"../../plots/cartesian/position_defaults\":800,\"./constants\":1072,d3:165}],1076:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/attributes\"),a=t(\"../../plots/template_attributes\").hovertemplateAttrs,i=t(\"../mesh3d/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/edit_types\").overrideAll;var c=e.exports=l(s({x:{valType:\"data_array\"},y:{valType:\"data_array\"},z:{valType:\"data_array\"},value:{valType:\"data_array\"},isomin:{valType:\"number\"},isomax:{valType:\"number\"},surface:{show:{valType:\"boolean\",dflt:!0},count:{valType:\"integer\",dflt:2,min:1},fill:{valType:\"number\",min:0,max:1,dflt:1},pattern:{valType:\"flaglist\",flags:[\"A\",\"B\",\"C\",\"D\",\"E\"],extras:[\"all\",\"odd\",\"even\"],dflt:\"all\"}},spaceframe:{show:{valType:\"boolean\",dflt:!1},fill:{valType:\"number\",min:0,max:1,dflt:.15}},slices:{x:{show:{valType:\"boolean\",dflt:!1},locations:{valType:\"data_array\",dflt:[]},fill:{valType:\"number\",min:0,max:1,dflt:1}},y:{show:{valType:\"boolean\",dflt:!1},locations:{valType:\"data_array\",dflt:[]},fill:{valType:\"number\",min:0,max:1,dflt:1}},z:{show:{valType:\"boolean\",dflt:!1},locations:{valType:\"data_array\",dflt:[]},fill:{valType:\"number\",min:0,max:1,dflt:1}}},caps:{x:{show:{valType:\"boolean\",dflt:!0},fill:{valType:\"number\",min:0,max:1,dflt:1}},y:{show:{valType:\"boolean\",dflt:!0},fill:{valType:\"number\",min:0,max:1,dflt:1}},z:{show:{valType:\"boolean\",dflt:!0},fill:{valType:\"number\",min:0,max:1,dflt:1}}},text:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertemplate:a(),showlegend:s({},o.showlegend,{dflt:!1})},n(\"\",{colorAttr:\"`value`\",showScaleDflt:!0,editTypeOverride:\"calc\"}),{opacity:i.opacity,lightposition:i.lightposition,lighting:i.lighting,flatshading:i.flatshading,contour:i.contour,hoverinfo:s({},o.hoverinfo)}),\"calc\",\"nested\");c.flatshading.dflt=!0,c.lighting.facenormalsepsilon.dflt=0,c.x.editType=c.y.editType=c.z.editType=c.value.editType=\"calc+clearAxisTypes\",c.transforms=void 0},{\"../../components/colorscale/attributes\":609,\"../../lib/extend\":726,\"../../plot_api/edit_types\":766,\"../../plots/attributes\":780,\"../../plots/template_attributes\":861,\"../mesh3d/attributes\":1081}],1077:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/calc\"),a=t(\"../streamtube/calc\").processGrid,i=t(\"../streamtube/calc\").filter;e.exports=function(t,e){e._len=Math.min(e.x.length,e.y.length,e.z.length,e.value.length),e._x=i(e.x,e._len),e._y=i(e.y,e._len),e._z=i(e.z,e._len),e._value=i(e.value,e._len);var r=a(e);e._gridFill=r.fill,e._Xs=r.Xs,e._Ys=r.Ys,e._Zs=r.Zs,e._len=r.len;for(var o=1/0,s=-1/0,l=0;l<e._len;l++){var c=e._value[l];o=Math.min(o,c),s=Math.max(s,c)}e._minValues=o,e._maxValues=s,e._vMin=void 0===e.isomin||null===e.isomin?o:e.isomin,e._vMax=void 0===e.isomax||null===e.isomin?s:e.isomax,n(t,e,{vals:[e._vMin,e._vMax],containerStr:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/calc\":610,\"../streamtube/calc\":1247}],1078:[function(t,e,r){\"use strict\";var n=t(\"gl-mesh3d\"),a=t(\"../../lib/gl_format_color\").parseColorScale,i=t(\"../../lib/str2rgbarray\"),o=t(\"../../components/colorscale\").extractOpts,s=t(\"../../plots/gl3d/zip3\"),l=function(t,e){for(var r=e.length-1;r>0;r--){var n=Math.min(e[r],e[r-1]),a=Math.max(e[r],e[r-1]);if(a>n&&n<t&&t<=a)return{id:r,distRatio:(a-t)/(a-n)}}return{id:0,distRatio:0}};function c(t,e,r){this.scene=t,this.uid=r,this.mesh=e,this.name=\"\",this.data=null,this.showContour=!1}var u=c.prototype;u.handlePick=function(t){if(t.object===this.mesh){var e=t.data.index,r=this.data._meshX[e],n=this.data._meshY[e],a=this.data._meshZ[e],i=this.data._Ys.length,o=this.data._Zs.length,s=l(r,this.data._Xs).id,c=l(n,this.data._Ys).id,u=l(a,this.data._Zs).id,h=t.index=u+o*c+o*i*s;t.traceCoordinate=[this.data._meshX[h],this.data._meshY[h],this.data._meshZ[h],this.data._value[h]];var f=this.data.hovertext||this.data.text;return Array.isArray(f)&&void 0!==f[h]?t.textLabel=f[h]:f&&(t.textLabel=f),!0}},u.update=function(t){var e=this.scene,r=e.fullSceneLayout;function n(t,e,r,n){return e.map((function(e){return t.d2l(e,0,n)*r}))}this.data=f(t);var 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t}));var r={},n={},a=[];e.forEach((function(t,e){r[t]=0,n[t]=e}));for(var i=0;i<t.length;i++){var o,s=t[i];void 0===r[s]?(r[s]=1,o=e.push(s)-1,n[s]=o):(r[s]++,o=n[s]),a.push(o)}var l=e.map((function(t){return r[t]}));return{uniqueValues:e,uniqueCounts:l,inds:a}}(t.values,e)}));f=l.isArrayOrTypedArray(e.counts)?e.counts:[e.counts],function(t){var e;if(function(t){for(var e=new Array(t.length),r=0;r<t.length;r++){if(t[r]<0||t[r]>=t.length)return!1;if(void 0!==e[t[r]])return!1;e[t[r]]=!0}return!0}(t.map((function(t){return t.displayindex}))))for(e=0;e<t.length;e++)t[e]._displayindex=t[e].displayindex;else for(e=0;e<t.length;e++)t[e]._displayindex=e}(r),r.forEach((function(t,e){!function(t,e){t._categoryarray=e.uniqueValues,null===t.ticktext||void 0===t.ticktext?t._ticktext=[]:t._ticktext=t.ticktext.slice();for(var r=t._ticktext.length;r<e.uniqueValues.length;r++)t._ticktext.push(e.uniqueValues[r])}(t,g[e])}));var m,v=e.line;v?(a(e,\"line\")&&i(t,e,{vals:e.line.color,containerStr:\"line\",cLetter:\"c\"}),m=s.tryColorscale(v)):m=l.identity;var y,x,b,_,w,T=r[0].values.length,k={},M=g.map((function(t){return t.inds}));for(d=0,y=0;y<T;y++){var A=[];for(x=0;x<M.length;x++)A.push(M[x][y]);p=f[y%f.length],d+=p;var S=(b=y,_=void 0,w=void 0,l.isArrayOrTypedArray(v.color)?w=_=v.color[b%v.color.length]:_=v.color,{color:m(_),rawColor:w}),E=A+\"-\"+S.rawColor;void 0===k[E]&&(k[E]=u(A,S.color,S.rawColor)),h(k[E],y,p)}var C,L=r.map((function(t,e){return function(t,e,r,n,a){return{dimensionInd:t,containerInd:e,displayInd:r,dimensionLabel:n,count:a,categories:[],dragX:null}}(e,t._index,t._displayindex,t.label,d)}));for(y=0;y<T;y++)for(p=f[y%f.length],x=0;x<L.length;x++){var P=L[x].containerInd,I=g[x].inds[y],z=L[x].categories;if(void 0===z[I]){var O=e.dimensions[P]._categoryarray[I],D=e.dimensions[P]._ticktext[I];z[I]={dimensionInd:x,categoryInd:C=I,categoryValue:O,displayInd:C,categoryLabel:D,valueInds:[],count:0,dragY:null}}c(z[I],y,p)}return n(function(t,e,r){var n=t.map((function(t){return t.categories.length})).reduce((function(t,e){return Math.max(t,e)}));return{dimensions:t,paths:e,trace:void 0,maxCats:n,count:r}}(L,k,d))}},{\"../../components/colorscale/calc\":610,\"../../components/colorscale/helpers\":613,\"../../components/drawing\":624,\"../../lib\":735,\"../../lib/filter_unique.js\":727,\"../../lib/gup\":733}],1098:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../components/colorscale/helpers\").hasColorscale,i=t(\"../../components/colorscale/defaults\"),o=t(\"../../plots/domain\").defaults,s=t(\"../../plots/array_container_defaults\"),l=t(\"./attributes\"),c=t(\"../parcoords/merge_length\");function u(t,e){function r(r,a){return n.coerce(t,e,l.dimensions,r,a)}var 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g={family:h.font.family,size:Math.round(h.font.size),color:h.font.color};n.coerceFont(f,\"labelfont\",g);var m={family:h.font.family,size:Math.round(h.font.size/1.2),color:h.font.color};n.coerceFont(f,\"tickfont\",m)}},{\"../../components/colorscale/defaults\":612,\"../../components/colorscale/helpers\":613,\"../../lib\":735,\"../../plots/array_container_defaults\":779,\"../../plots/domain\":810,\"../parcoords/merge_length\":1111,\"./attributes\":1095}],1099:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"./plot\"),colorbar:{container:\"line\",min:\"cmin\",max:\"cmax\"},moduleType:\"trace\",name:\"parcats\",basePlotModule:t(\"./base_plot\"),categories:[\"noOpacity\"],meta:{}}},{\"./attributes\":1095,\"./base_plot\":1096,\"./calc\":1097,\"./defaults\":1098,\"./plot\":1101}],1100:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../plot_api/plot_api\"),i=t(\"../../components/fx\"),o=t(\"../../lib\"),s=t(\"../../components/drawing\"),l=t(\"tinycolor2\"),c=t(\"../../lib/svg_text_utils\");function u(t,e,r,a){var i=t.map(D.bind(0,e,r)),l=a.selectAll(\"g.parcatslayer\").data([null]);l.enter().append(\"g\").attr(\"class\",\"parcatslayer\").style(\"pointer-events\",\"all\");var u=l.selectAll(\"g.trace.parcats\").data(i,h),m=u.enter().append(\"g\").attr(\"class\",\"trace parcats\");u.attr(\"transform\",(function(t){return\"translate(\"+t.x+\", \"+t.y+\")\"})),m.append(\"g\").attr(\"class\",\"paths\");var v=u.select(\"g.paths\").selectAll(\"path.path\").data((function(t){return t.paths}),h);v.attr(\"fill\",(function(t){return t.model.color}));var b=v.enter().append(\"path\").attr(\"class\",\"path\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.model.color})).attr(\"fill-opacity\",0);x(b),v.attr(\"d\",(function(t){return t.svgD})),b.empty()||v.sort(p),v.exit().remove(),v.on(\"mouseover\",d).on(\"mouseout\",g).on(\"click\",y),m.append(\"g\").attr(\"class\",\"dimensions\");var T=u.select(\"g.dimensions\").selectAll(\"g.dimension\").data((function(t){return t.dimensions}),h);T.enter().append(\"g\").attr(\"class\",\"dimension\"),T.attr(\"transform\",(function(t){return\"translate(\"+t.x+\", 0)\"})),T.exit().remove();var k=T.selectAll(\"g.category\").data((function(t){return t.categories}),h),M=k.enter().append(\"g\").attr(\"class\",\"category\");k.attr(\"transform\",(function(t){return\"translate(0, \"+t.y+\")\"})),M.append(\"rect\").attr(\"class\",\"catrect\").attr(\"pointer-events\",\"none\"),k.select(\"rect.catrect\").attr(\"fill\",\"none\").attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})),_(M);var A=k.selectAll(\"rect.bandrect\").data((function(t){return t.bands}),h);A.each((function(){o.raiseToTop(this)})),A.attr(\"fill\",(function(t){return t.color}));var I=A.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.color})).attr(\"fill-opacity\",0);A.attr(\"fill\",(function(t){return t.color})).attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})).attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"perpendicular\"===t.parcatsViewModel.arrangement?\"ns-resize\":\"move\"})),w(I),A.exit().remove(),M.append(\"text\").attr(\"class\",\"catlabel\").attr(\"pointer-events\",\"none\");var z=e._fullLayout.paper_bgcolor;k.select(\"text.catlabel\").attr(\"text-anchor\",(function(t){return f(t)?\"start\":\"end\"})).attr(\"alignment-baseline\",\"middle\").style(\"text-shadow\",z+\" -1px  1px 2px, \"+z+\" 1px  1px 2px, \"+z+\"  1px -1px 2px, \"+z+\" -1px -1px 2px\").style(\"fill\",\"rgb(0, 0, 0)\").attr(\"x\",(function(t){return f(t)?t.width+5:-5})).attr(\"y\",(function(t){return t.height/2})).text((function(t){return t.model.categoryLabel})).each((function(t){s.font(n.select(this),t.parcatsViewModel.categorylabelfont),c.convertToTspans(n.select(this),e)})),M.append(\"text\").attr(\"class\",\"dimlabel\"),k.select(\"text.dimlabel\").attr(\"text-anchor\",\"middle\").attr(\"alignment-baseline\",\"baseline\").attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"ew-resize\"})).attr(\"x\",(function(t){return t.width/2})).attr(\"y\",-5).text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})).each((function(t){s.font(n.select(this),t.parcatsViewModel.labelfont)})),k.selectAll(\"rect.bandrect\").on(\"mouseover\",S).on(\"mouseout\",E),k.exit().remove(),T.call(n.behavior.drag().origin((function(t){return{x:t.x,y:0}})).on(\"dragstart\",C).on(\"drag\",L).on(\"dragend\",P)),u.each((function(t){t.traceSelection=n.select(this),t.pathSelection=n.select(this).selectAll(\"g.paths\").selectAll(\"path.path\"),t.dimensionSelection=n.select(this).selectAll(\"g.dimensions\").selectAll(\"g.dimension\")})),u.exit().remove()}function h(t){return t.key}function f(t){var e=t.parcatsViewModel.dimensions.length,r=t.parcatsViewModel.dimensions[e-1].model.dimensionInd;return t.model.dimensionInd===r}function p(t,e){return t.model.rawColor>e.model.rawColor?1:t.model.rawColor<e.model.rawColor?-1:0}function 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_=t.parcatsViewModel.x+a,w=t.parcatsViewModel.y+s,T=l.mostReadable(t.model.color,[\"black\",\"white\"]),k=t.model.count,M=k/t.parcatsViewModel.model.count,A={countLabel:k,probabilityLabel:M.toFixed(3)},S=[];-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&S.push([\"Count:\",A.countLabel].join(\" \")),-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&S.push([\"P:\",A.probabilityLabel].join(\" \"));var E=S.join(\"<br>\"),C=n.mouse(h)[0];i.loneHover({trace:f,x:_-d.left+g.left,y:w-d.top+g.top,text:E,color:t.model.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:10,fontColor:T,idealAlign:C<_?\"right\":\"left\",hovertemplate:(f.line||{}).hovertemplate,hovertemplateLabels:A,eventData:[{data:f._input,fullData:f,count:k,probability:M}]},{container:p._hoverlayer.node(),outerContainer:p._paper.node(),gd:h})}}}function g(t){if(!t.parcatsViewModel.dragDimension&&(x(n.select(this)),i.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()),t.parcatsViewModel.pathSelection.sort(p),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\"))){var e=m(t),r=v(t);t.parcatsViewModel.graphDiv.emit(\"plotly_unhover\",{points:e,event:n.event,constraints:r})}}function m(t){for(var e=[],r=I(t.parcatsViewModel),n=0;n<t.model.valueInds.length;n++){var a=t.model.valueInds[n];e.push({curveNumber:r,pointNumber:a})}return e}function v(t){for(var e={},r=t.parcatsViewModel.model.dimensions,n=0;n<r.length;n++){var a=r[n],i=a.categories[t.model.categoryInds[n]];e[a.containerInd]=i.categoryValue}return void 0!==t.model.rawColor&&(e.color=t.model.rawColor),e}function y(t){if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){var e=m(t),r=v(t);t.parcatsViewModel.graphDiv.emit(\"plotly_click\",{points:e,event:n.event,constraints:r})}}function x(t){t.attr(\"fill\",(function(t){return t.model.color})).attr(\"fill-opacity\",.6).attr(\"stroke\",\"lightgray\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1)}function b(t){t.attr(\"fill-opacity\",.8).attr(\"stroke\",(function(t){return l.mostReadable(t.model.color,[\"black\",\"white\"])})).attr(\"stroke-width\",.3)}function _(t){t.select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",1).attr(\"stroke-opacity\",1)}function w(t){t.attr(\"stroke\",\"black\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1).attr(\"fill-opacity\",1)}function T(t){var e=t.parcatsViewModel.pathSelection,r=t.categoryViewModel.model.dimensionInd,n=t.categoryViewModel.model.categoryInd;return e.filter((function(e){return e.model.categoryInds[r]===n&&e.model.color===t.color}))}function k(t,e,r){var a=n.select(t).datum(),i=a.categoryViewModel.model,o=a.parcatsViewModel.graphDiv,s=n.select(t.parentNode).selectAll(\"rect.bandrect\"),l=[];s.each((function(t){T(t).each((function(t){Array.prototype.push.apply(l,m(t))}))}));var c={};c[i.dimensionInd]=i.categoryValue,o.emit(e,{points:l,event:r,constraints:c})}function M(t,e,r){var a=n.select(t).datum(),i=a.categoryViewModel.model,o=a.parcatsViewModel.graphDiv,s=T(a),l=[];s.each((function(t){Array.prototype.push.apply(l,m(t))}));var c={};c[i.dimensionInd]=i.categoryValue,void 0!==a.rawColor&&(c.color=a.rawColor),o.emit(e,{points:l,event:r,constraints:c})}function A(t,e){var r,a,i=n.select(e.parentNode).select(\"rect.catrect\"),o=i.node().getBoundingClientRect(),s=i.datum(),l=s.parcatsViewModel,c=l.model.dimensions[s.model.dimensionInd],u=l.trace,h=o.top+o.height/2;l.dimensions.length>1&&c.displayInd===l.dimensions.length-1?(r=o.left,a=\"left\"):(r=o.left+o.width,a=\"right\");var f=s.model.count,p=s.model.categoryLabel,d=f/s.parcatsViewModel.model.count,g={countLabel:f,categoryLabel:p,probabilityLabel:d.toFixed(3)},m=[];-1!==s.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&m.push([\"Count:\",g.countLabel].join(\" \")),-1!==s.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&m.push([\"P(\"+g.categoryLabel+\"):\",g.probabilityLabel].join(\" \"));var v=m.join(\"<br>\");return{trace:u,x:r-t.left,y:h-t.top,text:v,color:\"lightgray\",borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:12,fontColor:\"black\",idealAlign:a,hovertemplate:u.hovertemplate,hovertemplateLabels:g,eventData:[{data:u._input,fullData:u,count:f,category:p,probability:d}]}}function S(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){if(n.mouse(this)[1]<-1)return;var e,r=t.parcatsViewModel.graphDiv,a=r._fullLayout,s=a._paperdiv.node().getBoundingClientRect(),c=t.parcatsViewModel.hoveron;if(\"color\"===c?(!function(t){var e=n.select(t).datum(),r=T(e);b(r),r.each((function(){o.raiseToTop(this)})),n.select(t.parentNode).selectAll(\"rect.bandrect\").filter((function(t){return t.color===e.color})).each((function(){o.raiseToTop(this),n.select(this).attr(\"stroke\",\"black\").attr(\"stroke-width\",1.5)}))}(this),M(this,\"plotly_hover\",n.event)):(!function(t){n.select(t.parentNode).selectAll(\"rect.bandrect\").each((function(t){var e=T(t);b(e),e.each((function(){o.raiseToTop(this)}))})),n.select(t.parentNode).select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",2.5)}(this),k(this,\"plotly_hover\",n.event)),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\"))\"category\"===c?e=A(s,this):\"color\"===c?e=function(t,e){var r,a,i=e.getBoundingClientRect(),o=n.select(e).datum(),s=o.categoryViewModel,c=s.parcatsViewModel,u=c.model.dimensions[s.model.dimensionInd],h=c.trace,f=i.y+i.height/2;c.dimensions.length>1&&u.displayInd===c.dimensions.length-1?(r=i.left,a=\"left\"):(r=i.left+i.width,a=\"right\");var p=s.model.categoryLabel,d=o.parcatsViewModel.model.count,g=0;o.categoryViewModel.bands.forEach((function(t){t.color===o.color&&(g+=t.count)}));var m=s.model.count,v=0;c.pathSelection.each((function(t){t.model.color===o.color&&(v+=t.model.count)}));var y=g/d,x=g/v,b=g/m,_={countLabel:d,categoryLabel:p,probabilityLabel:y.toFixed(3)},w=[];-1!==s.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&w.push([\"Count:\",_.countLabel].join(\" \")),-1!==s.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&(w.push(\"P(color \\u2229 \"+p+\"): \"+_.probabilityLabel),w.push(\"P(\"+p+\" | color): \"+x.toFixed(3)),w.push(\"P(color | \"+p+\"): \"+b.toFixed(3)));var T=w.join(\"<br>\"),k=l.mostReadable(o.color,[\"black\",\"white\"]);return{trace:h,x:r-t.left,y:f-t.top,text:T,color:o.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontColor:k,fontSize:10,idealAlign:a,hovertemplate:h.hovertemplate,hovertemplateLabels:_,eventData:[{data:h._input,fullData:h,category:p,count:d,probability:y,categorycount:m,colorcount:v,bandcolorcount:g}]}}(s,this):\"dimension\"===c&&(e=function(t,e){var r=[];return n.select(e.parentNode.parentNode).selectAll(\"g.category\").select(\"rect.catrect\").each((function(){r.push(A(t,this))})),r}(s,this)),e&&i.loneHover(e,{container:a._hoverlayer.node(),outerContainer:a._paper.node(),gd:r})}}function E(t){var e=t.parcatsViewModel;if(!e.dragDimension&&(x(e.pathSelection),_(e.dimensionSelection.selectAll(\"g.category\")),w(e.dimensionSelection.selectAll(\"g.category\").selectAll(\"rect.bandrect\")),i.loneUnhover(e.graphDiv._fullLayout._hoverlayer.node()),e.pathSelection.sort(p),-1===e.hoverinfoItems.indexOf(\"skip\"))){\"color\"===t.parcatsViewModel.hoveron?M(this,\"plotly_unhover\",n.event):k(this,\"plotly_unhover\",n.event)}}function C(t){\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragDimensionDisplayInd=t.model.displayInd,t.initialDragDimensionDisplayInds=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),t.dragHasMoved=!1,t.dragCategoryDisplayInd=null,n.select(this).selectAll(\"g.category\").select(\"rect.catrect\").each((function(e){var r=n.mouse(this)[0],a=n.mouse(this)[1];-2<=r&&r<=e.width+2&&-2<=a&&a<=e.height+2&&(t.dragCategoryDisplayInd=e.model.displayInd,t.initialDragCategoryDisplayInds=t.model.categories.map((function(t){return t.displayInd})),e.model.dragY=e.y,o.raiseToTop(this.parentNode),n.select(this.parentNode).selectAll(\"rect.bandrect\").each((function(e){e.y<a&&a<=e.y+e.height&&(t.potentialClickBand=this)})))})),t.parcatsViewModel.dragDimension=t,i.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()))}function L(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragHasMoved=!0,null!==t.dragDimensionDisplayInd)){var e=t.dragDimensionDisplayInd,r=e-1,a=e+1,i=t.parcatsViewModel.dimensions[e];if(null!==t.dragCategoryDisplayInd){var o=i.categories[t.dragCategoryDisplayInd];o.model.dragY+=n.event.dy;var s=o.model.dragY,l=o.model.displayInd,c=i.categories,u=c[l-1],h=c[l+1];void 0!==u&&s<u.y+u.height/2&&(o.model.displayInd=u.model.displayInd,u.model.displayInd=l),void 0!==h&&s+o.height>h.y+h.height/2&&(o.model.displayInd=h.model.displayInd,h.model.displayInd=l),t.dragCategoryDisplayInd=o.model.displayInd}if(null===t.dragCategoryDisplayInd||\"freeform\"===t.parcatsViewModel.arrangement){i.model.dragX=n.event.x;var f=t.parcatsViewModel.dimensions[r],p=t.parcatsViewModel.dimensions[a];void 0!==f&&i.model.dragX<f.x+f.width&&(i.model.displayInd=f.model.displayInd,f.model.displayInd=e),void 0!==p&&i.model.dragX+i.width>p.x&&(i.model.displayInd=p.model.displayInd,p.model.displayInd=t.dragDimensionDisplayInd),t.dragDimensionDisplayInd=i.model.displayInd}B(t.parcatsViewModel),F(t.parcatsViewModel),O(t.parcatsViewModel),z(t.parcatsViewModel)}}function P(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&null!==t.dragDimensionDisplayInd){n.select(this).selectAll(\"text\").attr(\"font-weight\",\"normal\");var e={},r=I(t.parcatsViewModel),i=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),o=t.initialDragDimensionDisplayInds.some((function(t,e){return t!==i[e]}));o&&i.forEach((function(r,n){var a=t.parcatsViewModel.model.dimensions[n].containerInd;e[\"dimensions[\"+a+\"].displayindex\"]=r}));var s=!1;if(null!==t.dragCategoryDisplayInd){var l=t.model.categories.map((function(t){return t.displayInd}));if(s=t.initialDragCategoryDisplayInds.some((function(t,e){return t!==l[e]}))){var c=t.model.categories.slice().sort((function(t,e){return t.displayInd-e.displayInd})),u=c.map((function(t){return t.categoryValue})),h=c.map((function(t){return t.categoryLabel}));e[\"dimensions[\"+t.model.containerInd+\"].categoryarray\"]=[u],e[\"dimensions[\"+t.model.containerInd+\"].ticktext\"]=[h],e[\"dimensions[\"+t.model.containerInd+\"].categoryorder\"]=\"array\"}}if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")&&!t.dragHasMoved&&t.potentialClickBand&&(\"color\"===t.parcatsViewModel.hoveron?M(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent):k(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent)),t.model.dragX=null,null!==t.dragCategoryDisplayInd)t.parcatsViewModel.dimensions[t.dragDimensionDisplayInd].categories[t.dragCategoryDisplayInd].model.dragY=null,t.dragCategoryDisplayInd=null;t.dragDimensionDisplayInd=null,t.parcatsViewModel.dragDimension=null,t.dragHasMoved=null,t.potentialClickBand=null,B(t.parcatsViewModel),F(t.parcatsViewModel),n.transition().duration(300).ease(\"cubic-in-out\").each((function(){O(t.parcatsViewModel,!0),z(t.parcatsViewModel,!0)})).each(\"end\",(function(){(o||s)&&a.restyle(t.parcatsViewModel.graphDiv,e,[r])}))}}function I(t){for(var e,r=t.graphDiv._fullData,n=0;n<r.length;n++)if(t.key===r[n].uid){e=n;break}return e}function z(t,e){var r;void 0===e&&(e=!1),t.pathSelection.data((function(t){return t.paths}),h),(r=t.pathSelection,e?r.transition():r).attr(\"d\",(function(t){return t.svgD}))}function O(t,e){function r(t){return e?t.transition():t}void 0===e&&(e=!1),t.dimensionSelection.data((function(t){return t.dimensions}),h);var a=t.dimensionSelection.selectAll(\"g.category\").data((function(t){return t.categories}),h);r(t.dimensionSelection).attr(\"transform\",(function(t){return\"translate(\"+t.x+\", 0)\"})),r(a).attr(\"transform\",(function(t){return\"translate(0, \"+t.y+\")\"})),a.select(\".dimlabel\").text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})),a.select(\".catlabel\").attr(\"text-anchor\",(function(t){return f(t)?\"start\":\"end\"})).attr(\"x\",(function(t){return f(t)?t.width+5:-5})).each((function(t){var e,r;f(t)?(e=t.width+5,r=\"start\"):(e=-5,r=\"end\"),n.select(this).selectAll(\"tspan\").attr(\"x\",e).attr(\"text-anchor\",r)}));var i=a.selectAll(\"rect.bandrect\").data((function(t){return t.bands}),h),s=i.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"cursor\",\"move\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.color})).attr(\"fill-opacity\",0);i.attr(\"fill\",(function(t){return t.color})).attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})),w(s),i.each((function(){o.raiseToTop(this)})),i.exit().remove()}function D(t,e,r){var n,a=r[0],i=e.margin||{l:80,r:80,t:100,b:80},o=a.trace,s=o.domain,l=e.width,c=e.height,u=Math.floor(l*(s.x[1]-s.x[0])),h=Math.floor(c*(s.y[1]-s.y[0])),f=s.x[0]*l+i.l,p=e.height-s.y[1]*e.height+i.t,d=o.line.shape;n=\"all\"===o.hoverinfo?[\"count\",\"probability\"]:(o.hoverinfo||\"\").split(\"+\");var g={trace:o,key:o.uid,model:a,x:f,y:p,width:u,height:h,hoveron:o.hoveron,hoverinfoItems:n,arrangement:o.arrangement,bundlecolors:o.bundlecolors,sortpaths:o.sortpaths,labelfont:o.labelfont,categorylabelfont:o.tickfont,pathShape:d,dragDimension:null,margin:i,paths:[],dimensions:[],graphDiv:t,traceSelection:null,pathSelection:null,dimensionSelection:null};return a.dimensions&&(B(g),F(g)),g}function R(t,e,r,a,i){var o,s,l=[],c=[];for(s=0;s<r.length-1;s++)o=n.interpolateNumber(r[s]+t[s],t[s+1]),l.push(o(i)),c.push(o(1-i));var u=\"M \"+t[0]+\",\"+e[0];for(u+=\"l\"+r[0]+\",0 \",s=1;s<r.length;s++)u+=\"C\"+l[s-1]+\",\"+e[s-1]+\" \"+c[s-1]+\",\"+e[s]+\" \"+t[s]+\",\"+e[s],u+=\"l\"+r[s]+\",0 \";for(u+=\"l0,\"+a+\" \",u+=\"l -\"+r[r.length-1]+\",0 \",s=r.length-2;s>=0;s--)u+=\"C\"+c[s]+\",\"+(e[s+1]+a)+\" \"+l[s]+\",\"+(e[s]+a)+\" \"+(t[s]+r[s])+\",\"+(e[s]+a),u+=\"l-\"+r[s]+\",0 \";return u+=\"Z\"}function F(t){var e=t.dimensions,r=t.model,n=e.map((function(t){return t.categories.map((function(t){return t.y}))})),a=t.model.dimensions.map((function(t){return t.categories.map((function(t){return t.displayInd}))})),i=t.model.dimensions.map((function(t){return t.displayInd})),o=t.dimensions.map((function(t){return t.model.dimensionInd})),s=e.map((function(t){return t.x})),l=e.map((function(t){return t.width})),c=[];for(var u in r.paths)r.paths.hasOwnProperty(u)&&c.push(r.paths[u]);function h(t){var e=t.categoryInds.map((function(t,e){return a[e][t]}));return o.map((function(t){return e[t]}))}c.sort((function(e,r){var n=h(e),a=h(r);return\"backward\"===t.sortpaths&&(n.reverse(),a.reverse()),n.push(e.valueInds[0]),a.push(r.valueInds[0]),t.bundlecolors&&(n.unshift(e.rawColor),a.unshift(r.rawColor)),n<a?-1:n>a?1:0}));for(var f=new Array(c.length),p=e[0].model.count,d=e[0].categories.map((function(t){return t.height})).reduce((function(t,e){return t+e})),g=0;g<c.length;g++){var m,v=c[g];m=p>0?d*(v.count/p):0;for(var y,x=new Array(n.length),b=0;b<v.categoryInds.length;b++){var _=v.categoryInds[b],w=a[b][_],T=i[b];x[T]=n[T][w],n[T][w]+=m;var k=t.dimensions[T].categories[w],M=k.bands.length,A=k.bands[M-1];if(void 0===A||v.rawColor!==A.rawColor){var S=void 0===A?0:A.y+A.height;k.bands.push({key:S,color:v.color,rawColor:v.rawColor,height:m,width:k.width,count:v.count,y:S,categoryViewModel:k,parcatsViewModel:t})}else{var E=k.bands[M-1];E.height+=m,E.count+=v.count}}y=\"hspline\"===t.pathShape?R(s,x,l,m,.5):R(s,x,l,m,0),f[g]={key:v.valueInds[0],model:v,height:m,leftXs:s,topYs:x,dimWidths:l,svgD:y,parcatsViewModel:t}}t.paths=f}function B(t){var e=t.model.dimensions.map((function(t){return{displayInd:t.displayInd,dimensionInd:t.dimensionInd}}));e.sort((function(t,e){return t.displayInd-e.displayInd}));var r=[];for(var n in e){var a=e[n].dimensionInd,i=t.model.dimensions[a];r.push(N(t,i))}t.dimensions=r}function N(t,e){var r,n=t.model.dimensions.length,a=e.displayInd;r=40+(n>1?(t.width-80-16)/(n-1):0)*a;var i,o,s,l,c,u=[],h=t.model.maxCats,f=e.categories.length,p=e.count,d=t.height-8*(h-1),g=8*(h-f)/2,m=e.categories.map((function(t){return{displayInd:t.displayInd,categoryInd:t.categoryInd}}));for(m.sort((function(t,e){return t.displayInd-e.displayInd})),c=0;c<f;c++)l=m[c].categoryInd,o=e.categories[l],i=p>0?o.count/p*d:0,s={key:o.valueInds[0],model:o,width:16,height:i,y:null!==o.dragY?o.dragY:g,bands:[],parcatsViewModel:t},g=g+i+8,u.push(s);return{key:e.dimensionInd,x:null!==e.dragX?e.dragX:r,y:0,width:16,model:e,categories:u,parcatsViewModel:t,dragCategoryDisplayInd:null,dragDimensionDisplayInd:null,initialDragDimensionDisplayInds:null,initialDragCategoryDisplayInds:null,dragHasMoved:null,potentialClickBand:null}}e.exports=function(t,e,r,n){u(r,t,n,e)}},{\"../../components/drawing\":624,\"../../components/fx\":642,\"../../lib\":735,\"../../lib/svg_text_utils\":759,\"../../plot_api/plot_api\":770,d3:165,tinycolor2:535}],1101:[function(t,e,r){\"use strict\";var n=t(\"./parcats\");e.exports=function(t,e,r,a){var i=t._fullLayout,o=i._paper,s=i._size;n(t,o,e,{width:s.w,height:s.h,margin:{t:s.t,r:s.r,b:s.b,l:s.l}},r,a)}},{\"./parcats\":1100}],1102:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/attributes\"),a=t(\"../../plots/cartesian/layout_attributes\"),i=t(\"../../plots/font_attributes\"),o=t(\"../../plots/domain\").attributes,s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/plot_template\").templatedArray;e.exports={domain:o({name:\"parcoords\",trace:!0,editType:\"plot\"}),labelangle:{valType:\"angle\",dflt:0,editType:\"plot\"},labelside:{valType:\"enumerated\",values:[\"top\",\"bottom\"],dflt:\"top\",editType:\"plot\"},labelfont:i({editType:\"plot\"}),tickfont:i({editType:\"plot\"}),rangefont:i({editType:\"plot\"}),dimensions:l(\"dimension\",{label:{valType:\"string\",editType:\"plot\"},tickvals:s({},a.tickvals,{editType:\"plot\"}),ticktext:s({},a.ticktext,{editType:\"plot\"}),tickformat:s({},a.tickformat,{editType:\"plot\"}),visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},range:{valType:\"info_array\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},constraintrange:{valType:\"info_array\",freeLength:!0,dimensions:\"1-2\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},multiselect:{valType:\"boolean\",dflt:!0,editType:\"plot\"},values:{valType:\"data_array\",editType:\"calc\"},editType:\"calc\"}),line:s({editType:\"calc\"},n(\"line\",{colorscaleDflt:\"Viridis\",autoColorDflt:!1,editTypeOverride:\"calc\"}))}},{\"../../components/colorscale/attributes\":609,\"../../lib/extend\":726,\"../../plot_api/plot_template\":773,\"../../plots/cartesian/layout_attributes\":797,\"../../plots/domain\":810,\"../../plots/font_attributes\":811}],1103:[function(t,e,r){\"use strict\";var n=t(\"./constants\"),a=t(\"d3\"),i=t(\"../../lib/gup\").keyFun,o=t(\"../../lib/gup\").repeat,s=t(\"../../lib\").sorterAsc,l=n.bar.snapRatio;function c(t,e){return t*(1-l)+e*l}var u=n.bar.snapClose;function h(t,e){return t*(1-u)+e*u}function f(t,e,r,n){if(function(t,e){for(var r=0;r<e.length;r++)if(t>=e[r][0]&&t<=e[r][1])return!0;return!1}(r,n))return r;var a=t?-1:1,i=0,o=e.length-1;if(a<0){var s=i;i=o,o=s}for(var l=e[i],u=l,f=i;a*f<a*o;f+=a){var p=f+a,d=e[p];if(a*r<a*h(l,d))return c(l,u);if(a*r<a*d||p===o)return c(d,l);u=l,l=d}}function p(t){t.attr(\"x\",-n.bar.captureWidth/2).attr(\"width\",n.bar.captureWidth)}function d(t){t.attr(\"visibility\",\"visible\").style(\"visibility\",\"visible\").attr(\"fill\",\"yellow\").attr(\"opacity\",0)}function g(t){if(!t.brush.filterSpecified)return\"0,\"+t.height;for(var e,r,n,a=m(t.brush.filter.getConsolidated(),t.height),i=[0],o=a.length?a[0][0]:null,s=0;s<a.length;s++)r=(e=a[s])[1]-e[0],i.push(o),i.push(r),(n=s+1)<a.length&&(o=a[n][0]-e[1]);return i.push(t.height),i}function m(t,e){return t.map((function(t){return t.map((function(t){return Math.max(0,t*e)})).sort(s)}))}function v(){a.select(document.body).style(\"cursor\",null)}function y(t){t.attr(\"stroke-dasharray\",g)}function x(t,e){var r=a.select(t).selectAll(\".highlight, .highlight-shadow\");y(e?r.transition().duration(n.bar.snapDuration).each(\"end\",e):r)}function b(t,e){var r,a=t.brush,i=NaN,o={};if(a.filterSpecified){var s=t.height,l=a.filter.getConsolidated(),c=m(l,s),u=NaN,h=NaN,f=NaN;for(r=0;r<=c.length;r++){var p=c[r];if(p&&p[0]<=e&&e<=p[1]){u=r;break}if(h=r?r-1:NaN,p&&p[0]>e){f=r;break}}if(i=u,isNaN(i)&&(i=isNaN(h)||isNaN(f)?isNaN(h)?f:h:e-c[h][1]<c[f][0]-e?h:f),!isNaN(i)){var d=c[i],g=function(t,e){var r=n.bar.handleHeight;if(!(e>t[1]+r||e<t[0]-r))return e>=.9*t[1]+.1*t[0]?\"n\":e<=.9*t[0]+.1*t[1]?\"s\":\"ns\"}(d,e);g&&(o.interval=l[i],o.intervalPix=d,o.region=g)}}if(t.ordinal&&!o.region){var v=t.unitTickvals,y=t.unitToPaddedPx.invert(e);for(r=0;r<v.length;r++){var x=[.25*v[Math.max(r-1,0)]+.75*v[r],.25*v[Math.min(r+1,v.length-1)]+.75*v[r]];if(y>=x[0]&&y<=x[1]){o.clickableOrdinalRange=x;break}}}return o}function _(t,e){a.event.sourceEvent.stopPropagation();var r=e.height-a.mouse(t)[1]-2*n.verticalPadding,i=e.brush.svgBrush;i.wasDragged=!0,i._dragging=!0,i.grabbingBar?i.newExtent=[r-i.grabPoint,r+i.barLength-i.grabPoint].map(e.unitToPaddedPx.invert):i.newExtent=[i.startExtent,e.unitToPaddedPx.invert(r)].sort(s),e.brush.filterSpecified=!0,i.extent=i.stayingIntervals.concat([i.newExtent]),i.brushCallback(e),x(t.parentNode)}function w(t,e){var r=b(e,e.height-a.mouse(t)[1]-2*n.verticalPadding),i=\"crosshair\";r.clickableOrdinalRange?i=\"pointer\":r.region&&(i=r.region+\"-resize\"),a.select(document.body).style(\"cursor\",i)}function T(t){t.on(\"mousemove\",(function(t){a.event.preventDefault(),t.parent.inBrushDrag||w(this,t)})).on(\"mouseleave\",(function(t){t.parent.inBrushDrag||v()})).call(a.behavior.drag().on(\"dragstart\",(function(t){!function(t,e){a.event.sourceEvent.stopPropagation();var r=e.height-a.mouse(t)[1]-2*n.verticalPadding,i=e.unitToPaddedPx.invert(r),o=e.brush,s=b(e,r),l=s.interval,c=o.svgBrush;if(c.wasDragged=!1,c.grabbingBar=\"ns\"===s.region,c.grabbingBar){var u=l.map(e.unitToPaddedPx);c.grabPoint=r-u[0]-n.verticalPadding,c.barLength=u[1]-u[0]}c.clickableOrdinalRange=s.clickableOrdinalRange,c.stayingIntervals=e.multiselect&&o.filterSpecified?o.filter.getConsolidated():[],l&&(c.stayingIntervals=c.stayingIntervals.filter((function(t){return t[0]!==l[0]&&t[1]!==l[1]}))),c.startExtent=s.region?l[\"s\"===s.region?1:0]:i,e.parent.inBrushDrag=!0,c.brushStartCallback()}(this,t)})).on(\"drag\",(function(t){_(this,t)})).on(\"dragend\",(function(t){!function(t,e){var r=e.brush,n=r.filter,i=r.svgBrush;i._dragging||(w(t,e),_(t,e),e.brush.svgBrush.wasDragged=!1),i._dragging=!1,a.event.sourceEvent.stopPropagation();var o=i.grabbingBar;if(i.grabbingBar=!1,i.grabLocation=void 0,e.parent.inBrushDrag=!1,v(),!i.wasDragged)return i.wasDragged=void 0,i.clickableOrdinalRange?r.filterSpecified&&e.multiselect?i.extent.push(i.clickableOrdinalRange):(i.extent=[i.clickableOrdinalRange],r.filterSpecified=!0):o?(i.extent=i.stayingIntervals,0===i.extent.length&&M(r)):M(r),i.brushCallback(e),x(t.parentNode),void i.brushEndCallback(r.filterSpecified?n.getConsolidated():[]);var s=function(){n.set(n.getConsolidated())};if(e.ordinal){var l=e.unitTickvals;l[l.length-1]<l[0]&&l.reverse(),i.newExtent=[f(0,l,i.newExtent[0],i.stayingIntervals),f(1,l,i.newExtent[1],i.stayingIntervals)];var c=i.newExtent[1]>i.newExtent[0];i.extent=i.stayingIntervals.concat(c?[i.newExtent]:[]),i.extent.length||M(r),i.brushCallback(e),c?x(t.parentNode,s):(s(),x(t.parentNode))}else s();i.brushEndCallback(r.filterSpecified?n.getConsolidated():[])}(this,t)})))}function k(t,e){return t[0]-e[0]}function M(t){t.filterSpecified=!1,t.svgBrush.extent=[[-1/0,1/0]]}function A(t){for(var e,r=t.slice(),n=[],a=r.shift();a;){for(e=a.slice();(a=r.shift())&&a[0]<=e[1];)e[1]=Math.max(e[1],a[1]);n.push(e)}return n}e.exports={makeBrush:function(t,e,r,n,a,i){var o,l=function(){var t,e,r=[];return{set:function(n){1===(r=n.map((function(t){return t.slice().sort(s)})).sort(k)).length&&r[0][0]===-1/0&&r[0][1]===1/0&&(r=[[0,-1]]),t=A(r),e=r.reduce((function(t,e){return[Math.min(t[0],e[0]),Math.max(t[1],e[1])]}),[1/0,-1/0])},get:function(){return r.slice()},getConsolidated:function(){return t},getBounds:function(){return e}}}();return l.set(r),{filter:l,filterSpecified:e,svgBrush:{extent:[],brushStartCallback:n,brushCallback:(o=a,function(t){var e=t.brush,r=function(t){return t.svgBrush.extent.map((function(t){return t.slice()}))}(e).slice();e.filter.set(r),o()}),brushEndCallback:i}}},ensureAxisBrush:function(t){var e=t.selectAll(\".\"+n.cn.axisBrush).data(o,i);e.enter().append(\"g\").classed(n.cn.axisBrush,!0),function(t){var e=t.selectAll(\".background\").data(o);e.enter().append(\"rect\").classed(\"background\",!0).call(p).call(d).style(\"pointer-events\",\"auto\").attr(\"transform\",\"translate(0 \"+n.verticalPadding+\")\"),e.call(T).attr(\"height\",(function(t){return t.height-n.verticalPadding}));var r=t.selectAll(\".highlight-shadow\").data(o);r.enter().append(\"line\").classed(\"highlight-shadow\",!0).attr(\"x\",-n.bar.width/2).attr(\"stroke-width\",n.bar.width+n.bar.strokeWidth).attr(\"stroke\",n.bar.strokeColor).attr(\"opacity\",n.bar.strokeOpacity).attr(\"stroke-linecap\",\"butt\"),r.attr(\"y1\",(function(t){return t.height})).call(y);var a=t.selectAll(\".highlight\").data(o);a.enter().append(\"line\").classed(\"highlight\",!0).attr(\"x\",-n.bar.width/2).attr(\"stroke-width\",n.bar.width-n.bar.strokeWidth).attr(\"stroke\",n.bar.fillColor).attr(\"opacity\",n.bar.fillOpacity).attr(\"stroke-linecap\",\"butt\"),a.attr(\"y1\",(function(t){return t.height})).call(y)}(e)},cleanRanges:function(t,e){if(Array.isArray(t[0])?(t=t.map((function(t){return t.sort(s)})),t=e.multiselect?A(t.sort(k)):[t[0]]):t=[t.sort(s)],e.tickvals){var r=e.tickvals.slice().sort(s);if(!(t=t.map((function(t){var e=[f(0,r,t[0],[]),f(1,r,t[1],[])];if(e[1]>e[0])return e})).filter((function(t){return t}))).length)return}return t.length>1?t:t[0]}}},{\"../../lib\":735,\"../../lib/gup\":733,\"./constants\":1106,d3:165}],1104:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../plots/get_data\").getModuleCalcData,i=t(\"./plot\"),o=t(\"../../constants/xmlns_namespaces\");r.name=\"parcoords\",r.plot=function(t){var e=a(t.calcdata,\"parcoords\")[0];e.length&&i(t,e)},r.clean=function(t,e,r,n){var a=n._has&&n._has(\"parcoords\"),i=e._has&&e._has(\"parcoords\");a&&!i&&(n._paperdiv.selectAll(\".parcoords\").remove(),n._glimages.selectAll(\"*\").remove())},r.toSVG=function(t){var e=t._fullLayout._glimages,r=n.select(t).selectAll(\".svg-container\");r.filter((function(t,e){return e===r.size()-1})).selectAll(\".gl-canvas-context, .gl-canvas-focus\").each((function(){var t=this.toDataURL(\"image/png\");e.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":t,preserveAspectRatio:\"none\",x:0,y:0,width:this.width,height:this.height})})),window.setTimeout((function(){n.selectAll(\"#filterBarPattern\").attr(\"id\",\"filterBarPattern\")}),60)}},{\"../../constants/xmlns_namespaces\":712,\"../../plots/get_data\":820,\"./plot\":1113,d3:165}],1105:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").isArrayOrTypedArray,a=t(\"../../components/colorscale\"),i=t(\"../../lib/gup\").wrap;e.exports=function(t,e){var r,o;return a.hasColorscale(e,\"line\")&&n(e.line.color)?(r=e.line.color,o=a.extractOpts(e.line).colorscale,a.calc(t,e,{vals:r,containerStr:\"line\",cLetter:\"c\"})):(r=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=.5;return e}(e._length),o=[[0,e.line.color],[1,e.line.color]]),i({lineColor:r,cscale:o})}},{\"../../components/colorscale\":614,\"../../lib\":735,\"../../lib/gup\":733}],1106:[function(t,e,r){\"use strict\";e.exports={maxDimensionCount:60,overdrag:45,verticalPadding:2,tickDistance:50,canvasPixelRatio:1,blockLineCount:5e3,layers:[\"contextLineLayer\",\"focusLineLayer\",\"pickLineLayer\"],axisTitleOffset:28,axisExtentOffset:10,deselectedLineColor:\"#777\",bar:{width:4,captureWidth:10,fillColor:\"magenta\",fillOpacity:1,snapDuration:150,snapRatio:.25,snapClose:.01,strokeColor:\"white\",strokeOpacity:1,strokeWidth:1,handleHeight:8,handleOpacity:1,handleOverlap:0},cn:{axisExtentText:\"axis-extent-text\",parcoordsLineLayers:\"parcoords-line-layers\",parcoordsLineLayer:\"parcoords-lines\",parcoords:\"parcoords\",parcoordsControlView:\"parcoords-control-view\",yAxis:\"y-axis\",axisOverlays:\"axis-overlays\",axis:\"axis\",axisHeading:\"axis-heading\",axisTitle:\"axis-title\",axisExtent:\"axis-extent\",axisExtentTop:\"axis-extent-top\",axisExtentTopText:\"axis-extent-top-text\",axisExtentBottom:\"axis-extent-bottom\",axisExtentBottomText:\"axis-extent-bottom-text\",axisBrush:\"axis-brush\"},id:{filterBarPattern:\"filter-bar-pattern\"}}},{}],1107:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../components/colorscale/helpers\").hasColorscale,i=t(\"../../components/colorscale/defaults\"),o=t(\"../../plots/domain\").defaults,s=t(\"../../plots/array_container_defaults\"),l=t(\"../../plots/cartesian/axes\"),c=t(\"./attributes\"),u=t(\"./axisbrush\"),h=t(\"./constants\").maxDimensionCount,f=t(\"./merge_length\");function p(t,e,r,a){function i(r,a){return n.coerce(t,e,c.dimensions,r,a)}var o=i(\"values\"),s=i(\"visible\");if(o&&o.length||(s=e.visible=!1),s){i(\"label\"),i(\"tickvals\"),i(\"ticktext\"),i(\"tickformat\");var h=i(\"range\");e._ax={_id:\"y\",type:\"linear\",showexponent:\"all\",exponentformat:\"B\",range:h},l.setConvert(e._ax,a.layout),i(\"multiselect\");var f=i(\"constraintrange\");f&&(e.constraintrange=u.cleanRanges(f,e))}}e.exports=function(t,e,r,l){function u(r,a){return n.coerce(t,e,c,r,a)}var d=t.dimensions;Array.isArray(d)&&d.length>h&&(n.log(\"parcoords traces support up to \"+h+\" dimensions at the moment\"),d.splice(h));var g=s(t,e,{name:\"dimensions\",layout:l,handleItemDefaults:p}),m=function(t,e,r,o,s){var l=s(\"line.color\",r);if(a(t,\"line\")&&n.isArrayOrTypedArray(l)){if(l.length)return s(\"line.colorscale\"),i(t,e,o,s,{prefix:\"line.\",cLetter:\"c\"}),l.length;e.line.color=r}return 1/0}(t,e,r,l,u);o(e,l,u),Array.isArray(g)&&g.length||(e.visible=!1),f(e,g,\"values\",m);var v={family:l.font.family,size:Math.round(l.font.size/1.2),color:l.font.color};n.coerceFont(u,\"labelfont\",v),n.coerceFont(u,\"tickfont\",v),n.coerceFont(u,\"rangefont\",v),u(\"labelangle\"),u(\"labelside\")}},{\"../../components/colorscale/defaults\":612,\"../../components/colorscale/helpers\":613,\"../../lib\":735,\"../../plots/array_container_defaults\":779,\"../../plots/cartesian/axes\":783,\"../../plots/domain\":810,\"./attributes\":1102,\"./axisbrush\":1103,\"./constants\":1106,\"./merge_length\":1111}],1108:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").isTypedArray;r.convertTypedArray=function(t){return n(t)?Array.prototype.slice.call(t):t},r.isOrdinal=function(t){return!!t.tickvals},r.isVisible=function(t){return t.visible||!(\"visible\"in t)}},{\"../../lib\":735}],1109:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"./plot\"),colorbar:{container:\"line\",min:\"cmin\",max:\"cmax\"},moduleType:\"trace\",name:\"parcoords\",basePlotModule:t(\"./base_plot\"),categories:[\"gl\",\"regl\",\"noOpacity\",\"noHover\"],meta:{}}},{\"./attributes\":1102,\"./base_plot\":1104,\"./calc\":1105,\"./defaults\":1107,\"./plot\":1113}],1110:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nattribute vec4 p01_04, p05_08, p09_12, p13_16,\\n               p17_20, p21_24, p25_28, p29_32,\\n               p33_36, p37_40, p41_44, p45_48,\\n               p49_52, p53_56, p57_60, colors;\\n\\nuniform mat4 dim0A, dim1A, dim0B, dim1B, dim0C, dim1C, dim0D, dim1D,\\n             loA, hiA, loB, hiB, loC, hiC, loD, hiD;\\n\\nuniform vec2 resolution, viewBoxPos, viewBoxSize;\\nuniform sampler2D mask, palette;\\nuniform float maskHeight;\\nuniform float drwLayer; // 0: context, 1: focus, 2: pick\\nuniform vec4 contextColor;\\n\\nbool isPick    = (drwLayer > 1.5);\\nbool isContext = (drwLayer < 0.5);\\n\\nconst vec4 ZEROS = vec4(0.0, 0.0, 0.0, 0.0);\\nconst vec4 UNITS = vec4(1.0, 1.0, 1.0, 1.0);\\n\\nfloat val(mat4 p, mat4 v) {\\n    return dot(matrixCompMult(p, v) * UNITS, UNITS);\\n}\\n\\nfloat axisY(float ratio, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float y1 = val(A, dim0A) + val(B, dim0B) + val(C, dim0C) + val(D, dim0D);\\n    float y2 = val(A, dim1A) + val(B, dim1B) + val(C, dim1C) + val(D, dim1D);\\n    return y1 * (1.0 - ratio) + y2 * ratio;\\n}\\n\\nint iMod(int a, int b) {\\n    return a - b * (a / b);\\n}\\n\\nbool fOutside(float p, float lo, float hi) {\\n    return (lo < hi) && (lo > p || p > hi);\\n}\\n\\nbool vOutside(vec4 p, vec4 lo, vec4 hi) {\\n    return (\\n        fOutside(p[0], lo[0], hi[0]) ||\\n        fOutside(p[1], lo[1], hi[1]) ||\\n        fOutside(p[2], lo[2], hi[2]) ||\\n        fOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool mOutside(mat4 p, mat4 lo, mat4 hi) {\\n    return (\\n        vOutside(p[0], lo[0], hi[0]) ||\\n        vOutside(p[1], lo[1], hi[1]) ||\\n        vOutside(p[2], lo[2], hi[2]) ||\\n        vOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool outsideBoundingBox(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    return mOutside(A, loA, hiA) ||\\n           mOutside(B, loB, hiB) ||\\n           mOutside(C, loC, hiC) ||\\n           mOutside(D, loD, hiD);\\n}\\n\\nbool outsideRasterMask(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    mat4 pnts[4];\\n    pnts[0] = A;\\n    pnts[1] = B;\\n    pnts[2] = C;\\n    pnts[3] = D;\\n\\n    for(int i = 0; i < 4; ++i) {\\n        for(int j = 0; j < 4; ++j) {\\n            for(int k = 0; k < 4; ++k) {\\n                if(0 == iMod(\\n                    int(255.0 * texture2D(mask,\\n                        vec2(\\n                            (float(i * 2 + j / 2) + 0.5) / 8.0,\\n                            (pnts[i][j][k] * (maskHeight - 1.0) + 1.0) / maskHeight\\n                        ))[3]\\n                    ) / int(pow(2.0, float(iMod(j * 4 + k, 8)))),\\n                    2\\n                )) return true;\\n            }\\n        }\\n    }\\n    return false;\\n}\\n\\nvec4 position(bool isContext, float v, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float x = 0.5 * sign(v) + 0.5;\\n    float y = axisY(x, A, B, C, D);\\n    float z = 1.0 - abs(v);\\n\\n    z += isContext ? 0.0 : 2.0 * float(\\n        outsideBoundingBox(A, B, C, D) ||\\n        outsideRasterMask(A, B, C, D)\\n    );\\n\\n    return vec4(\\n        2.0 * (vec2(x, y) * viewBoxSize + viewBoxPos) / resolution - 1.0,\\n        z,\\n        1.0\\n    );\\n}\\n\\nvoid main() {\\n    mat4 A = mat4(p01_04, p05_08, p09_12, p13_16);\\n    mat4 B = mat4(p17_20, p21_24, p25_28, p29_32);\\n    mat4 C = mat4(p33_36, p37_40, p41_44, p45_48);\\n    mat4 D = mat4(p49_52, p53_56, p57_60, ZEROS);\\n\\n    float v = colors[3];\\n\\n    gl_Position = position(isContext, v, A, B, C, D);\\n\\n    fragColor =\\n        isContext ? vec4(contextColor) :\\n        isPick ? vec4(colors.rgb, 1.0) : texture2D(palette, vec2(abs(v), 0.5));\\n}\\n\"]),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n    gl_FragColor = fragColor;\\n}\\n\"]),o=t(\"./constants\").maxDimensionCount,s=t(\"../../lib\"),l=new Uint8Array(4),c=new Uint8Array(4),u={shape:[256,1],format:\"rgba\",type:\"uint8\",mag:\"nearest\",min:\"nearest\"};function h(t,e,r,n,a){var i=t._gl;i.enable(i.SCISSOR_TEST),i.scissor(e,r,n,a),t.clear({color:[0,0,0,0],depth:1})}function f(t,e,r,n,a,i){var o=i.key;r.drawCompleted||(!function(t){t.read({x:0,y:0,width:1,height:1,data:l})}(t),r.drawCompleted=!0),function s(l){var c=Math.min(n,a-l*n);0===l&&(window.cancelAnimationFrame(r.currentRafs[o]),delete r.currentRafs[o],h(t,i.scissorX,i.scissorY,i.scissorWidth,i.viewBoxSize[1])),r.clearOnly||(i.count=2*c,i.offset=2*l*n,e(i),l*n+c<a&&(r.currentRafs[o]=window.requestAnimationFrame((function(){s(l+1)}))),r.drawCompleted=!1)}(0)}function p(t,e){for(var r=new Array(256),n=0;n<256;n++)r[n]=t(n/255).concat(e);return r}function d(t,e){return(t>>>8*e)%256/255}function g(t,e,r){for(var n=new Array(8*e),a=0,i=0;i<e;i++)for(var o=0;o<2;o++)for(var s=0;s<4;s++){var l=4*t+s,c=r[64*i+l];63===l&&0===o&&(c*=-1),n[a++]=c}return n}function m(t){var e=\"0\"+t;return e.substr(e.length-2)}function v(t){return t<o?\"p\"+m(t+1)+\"_\"+m(t+4):\"colors\"}function y(t,e,r,n,a,i,o,l,c,u,h,f,p){for(var d=[[],[]],g=0;g<64;g++)d[0][g]=g===a?1:0,d[1][g]=g===i?1:0;var m=t.lines.canvasOverdrag,v=t.domain,y=t.canvasWidth,x=t.canvasHeight,b=t.deselectedLines.color;return s.extendFlat({key:h,resolution:[y,x],viewBoxPos:[o+m,l],viewBoxSize:[c,u],i0:a,i1:i,dim0A:d[0].slice(0,16),dim0B:d[0].slice(16,32),dim0C:d[0].slice(32,48),dim0D:d[0].slice(48,64),dim1A:d[1].slice(0,16),dim1B:d[1].slice(16,32),dim1C:d[1].slice(32,48),dim1D:d[1].slice(48,64),drwLayer:f,contextColor:[b[0]/255,b[1]/255,b[2]/255,b[3]<1?b[3]:Math.max(1/255,Math.pow(1/t.lines.color.length,1/3))],scissorX:(n===e?0:o+m)+(t.pad.l-m)+t.layoutWidth*v.x[0],scissorWidth:(n===r?y-o+m:c+.5)+(n===e?o+m:0),scissorY:l+t.pad.b+t.layoutHeight*v.y[0],scissorHeight:u,viewportX:t.pad.l-m+t.layoutWidth*v.x[0],viewportY:t.pad.b+t.layoutHeight*v.y[0],viewportWidth:y,viewportHeight:x},p)}function x(t){var e=Math.max(0,Math.floor(2047*t[0]),0),r=Math.min(2047,Math.ceil(2047*t[1]),2047);return[Math.min(e,r),Math.max(e,r)]}e.exports=function(t,e){var r,n,l,m,b,_=e.context,w=e.pick,T=e.regl,k={currentRafs:{},drawCompleted:!0,clearOnly:!1},M=function(t){for(var e={},r=0;r<=o;r+=4)e[v(r)]=t.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array(0)});return e}(T),A=T.texture(u),S=[];C(e);var E=T({profile:!1,blend:{enable:_,func:{srcRGB:\"src alpha\",dstRGB:\"one minus src 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n=t(\"../../plots/attributes\"),a=t(\"../../plots/domain\").attributes,i=t(\"../../plots/font_attributes\"),o=t(\"../../components/color/attributes\"),s=t(\"../../plots/template_attributes\").hovertemplateAttrs,l=t(\"../../plots/template_attributes\").texttemplateAttrs,c=t(\"../../lib/extend\").extendFlat,u=i({editType:\"plot\",arrayOk:!0,colorEditType:\"plot\"});e.exports={labels:{valType:\"data_array\",editType:\"calc\"},label0:{valType:\"number\",dflt:0,editType:\"calc\"},dlabel:{valType:\"number\",dflt:1,editType:\"calc\"},values:{valType:\"data_array\",editType:\"calc\"},marker:{colors:{valType:\"data_array\",editType:\"calc\"},line:{color:{valType:\"color\",dflt:o.defaultLine,arrayOk:!0,editType:\"style\"},width:{valType:\"number\",min:0,dflt:0,arrayOk:!0,editType:\"style\"},editType:\"calc\"},editType:\"calc\"},text:{valType:\"data_array\",editType:\"plot\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"style\"},scalegroup:{valType:\"string\",dflt:\"\",editType:\"calc\"},textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"value\",\"percent\"],extras:[\"none\"],editType:\"calc\"},hoverinfo:c({},n.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:s({},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),texttemplate:l({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),textposition:{valType:\"enumerated\",values:[\"inside\",\"outside\",\"auto\",\"none\"],dflt:\"auto\",arrayOk:!0,editType:\"plot\"},textfont:c({},u,{}),insidetextorientation:{valType:\"enumerated\",values:[\"horizontal\",\"radial\",\"tangential\",\"auto\"],dflt:\"auto\",editType:\"plot\"},insidetextfont:c({},u,{}),outsidetextfont:c({},u,{}),automargin:{valType:\"boolean\",dflt:!1,editType:\"plot\"},title:{text:{valType:\"string\",dflt:\"\",editType:\"plot\"},font:c({},u,{}),position:{valType:\"enumerated\",values:[\"top left\",\"top center\",\"top right\",\"middle center\",\"bottom left\",\"bottom center\",\"bottom right\"],editType:\"plot\"},editType:\"plot\"},domain:a({name:\"pie\",trace:!0,editType:\"calc\"}),hole:{valType:\"number\",min:0,max:1,dflt:0,editType:\"calc\"},sort:{valType:\"boolean\",dflt:!0,editType:\"calc\"},direction:{valType:\"enumerated\",values:[\"clockwise\",\"counterclockwise\"],dflt:\"counterclockwise\",editType:\"calc\"},rotation:{valType:\"number\",min:-360,max:360,dflt:0,editType:\"calc\"},pull:{valType:\"number\",min:0,max:1,dflt:0,arrayOk:!0,editType:\"calc\"},_deprecated:{title:{valType:\"string\",dflt:\"\",editType:\"calc\"},titlefont:c({},u,{}),titleposition:{valType:\"enumerated\",values:[\"top left\",\"top center\",\"top right\",\"middle center\",\"bottom left\",\"bottom center\",\"bottom right\"],editType:\"calc\"}}}},{\"../../components/color/attributes\":601,\"../../lib/extend\":726,\"../../plots/attributes\":780,\"../../plots/domain\":810,\"../../plots/font_attributes\":811,\"../../plots/template_attributes\":861}],1115:[function(t,e,r){\"use strict\";var n=t(\"../../plots/plots\");r.name=\"pie\",r.plot=function(t,e,a,i){n.plotBasePlot(r.name,t,e,a,i)},r.clean=function(t,e,a,i){n.cleanBasePlot(r.name,t,e,a,i)}},{\"../../plots/plots\":846}],1116:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),a=t(\"tinycolor2\"),i=t(\"../../components/color\"),o={};function s(t){return function(e,r){return!!e&&(!!(e=a(e)).isValid()&&(e=i.addOpacity(e,e.getAlpha()),t[r]||(t[r]=e),e))}}function l(t,e){var r,n=JSON.stringify(t),i=e[n];if(!i){for(i=t.slice(),r=0;r<t.length;r++)i.push(a(t[r]).lighten(20).toHexString());for(r=0;r<t.length;r++)i.push(a(t[r]).darken(20).toHexString());e[n]=i}return i}e.exports={calc:function(t,e){var r,a,i=[],o=t._fullLayout,l=o.hiddenlabels||[],c=e.labels,u=e.marker.colors||[],h=e.values,f=e._length,p=e._hasValues&&f;if(e.dlabel)for(c=new Array(f),r=0;r<f;r++)c[r]=String(e.label0+r*e.dlabel);var d={},g=s(o[\"_\"+e.type+\"colormap\"]),m=0,v=!1;for(r=0;r<f;r++){var y,x,b;if(p){if(y=h[r],!n(y))continue;if((y=+y)<0)continue}else y=1;void 0!==(x=c[r])&&\"\"!==x||(x=r);var _=d[x=String(x)];void 0===_?(d[x]=i.length,(b=-1!==l.indexOf(x))||(m+=y),i.push({v:y,label:x,color:g(u[r],x),i:r,pts:[r],hidden:b})):(v=!0,(a=i[_]).v+=y,a.pts.push(r),a.hidden||(m+=y),!1===a.color&&u[r]&&(a.color=g(u[r],x)))}return(\"funnelarea\"===e.type?v:e.sort)&&i.sort((function(t,e){return e.v-t.v})),i[0]&&(i[0].vTotal=m),i},crossTraceCalc:function(t,e){var r=(e||{}).type;r||(r=\"pie\");var n=t._fullLayout,a=t.calcdata,i=n[r+\"colorway\"],s=n[\"_\"+r+\"colormap\"];n[\"extend\"+r+\"colors\"]&&(i=l(i,o));for(var c=0,u=0;u<a.length;u++){var h=a[u];if(h[0].trace.type===r)for(var f=0;f<h.length;f++){var p=h[f];!1===p.color&&(s[p.label]?p.color=s[p.label]:(s[p.label]=p.color=i[c%i.length],c++))}}},makePullColorFn:s,generateExtendedColors:l}},{\"../../components/color\":602,\"fast-isnumeric\":237,tinycolor2:535}],1117:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),a=t(\"../../lib\"),i=t(\"./attributes\"),o=t(\"../../plots/domain\").defaults,s=t(\"../bar/defaults\").handleText;function l(t,e){var r=Array.isArray(t),i=a.isArrayOrTypedArray(e),o=Math.min(r?t.length:1/0,i?e.length:1/0);if(isFinite(o)||(o=0),o&&i){for(var s,l=0;l<o;l++){var c=e[l];if(n(c)&&c>0){s=!0;break}}s||(o=0)}return{hasLabels:r,hasValues:i,len:o}}e.exports={handleLabelsAndValues:l,supplyDefaults:function(t,e,r,n){function c(r,n){return a.coerce(t,e,i,r,n)}var u=l(c(\"labels\"),c(\"values\")),h=u.len;if(e._hasLabels=u.hasLabels,e._hasValues=u.hasValues,!e._hasLabels&&e._hasValues&&(c(\"label0\"),c(\"dlabel\")),h){e._length=h,c(\"marker.line.width\")&&c(\"marker.line.color\"),c(\"marker.colors\"),c(\"scalegroup\");var f,p=c(\"text\"),d=c(\"texttemplate\");if(d||(f=c(\"textinfo\",Array.isArray(p)?\"text+percent\":\"percent\")),c(\"hovertext\"),c(\"hovertemplate\"),d||f&&\"none\"!==f){var g=c(\"textposition\");s(t,e,n,c,g,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1}),(Array.isArray(g)||\"auto\"===g||\"outside\"===g)&&c(\"automargin\"),(\"inside\"===g||\"auto\"===g||Array.isArray(g))&&c(\"insidetextorientation\")}o(e,n,c);var m=c(\"hole\");if(c(\"title.text\")){var v=c(\"title.position\",m?\"middle center\":\"top center\");m||\"middle center\"!==v||(e.title.position=\"top center\"),a.coerceFont(c,\"title.font\",n.font)}c(\"sort\"),c(\"direction\"),c(\"rotation\"),c(\"pull\")}else e.visible=!1}}},{\"../../lib\":735,\"../../plots/domain\":810,\"../bar/defaults\":880,\"./attributes\":1114,\"fast-isnumeric\":237}],1118:[function(t,e,r){\"use strict\";var n=t(\"../../components/fx/helpers\").appendArrayMultiPointValues;e.exports=function(t,e){var r={curveNumber:e.index,pointNumbers:t.pts,data:e._input,fullData:e,label:t.label,color:t.color,value:t.v,percent:t.percent,text:t.text,v:t.v};return 1===t.pts.length&&(r.pointNumber=r.i=t.pts[0]),n(r,e,t.pts),\"funnelarea\"===e.type&&(delete r.v,delete r.i),r}},{\"../../components/fx/helpers\":638}],1119:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");r.formatPiePercent=function(t,e){var r=(100*t).toPrecision(3);return-1!==r.lastIndexOf(\".\")&&(r=r.replace(/[.]?0+$/,\"\")),n.numSeparate(r,e)+\"%\"},r.formatPieValue=function(t,e){var r=t.toPrecision(10);return-1!==r.lastIndexOf(\".\")&&(r=r.replace(/[.]?0+$/,\"\")),n.numSeparate(r,e)},r.getFirstFilled=function(t,e){if(Array.isArray(t))for(var r=0;r<e.length;r++){var n=t[e[r]];if(n||0===n||\"\"===n)return n}},r.castOption=function(t,e){return Array.isArray(t)?r.getFirstFilled(t,e):t||void 0}},{\"../../lib\":735}],1120:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\").supplyDefaults,supplyLayoutDefaults:t(\"./layout_defaults\"),layoutAttributes:t(\"./layout_attributes\"),calc:t(\"./calc\").calc,crossTraceCalc:t(\"./calc\").crossTraceCalc,plot:t(\"./plot\").plot,style:t(\"./style\"),styleOne:t(\"./style_one\"),moduleType:\"trace\",name:\"pie\",basePlotModule:t(\"./base_plot\"),categories:[\"pie-like\",\"pie\",\"showLegend\"],meta:{}}},{\"./attributes\":1114,\"./base_plot\":1115,\"./calc\":1116,\"./defaults\":1117,\"./layout_attributes\":1121,\"./layout_defaults\":1122,\"./plot\":1123,\"./style\":1124,\"./style_one\":1125}],1121:[function(t,e,r){\"use strict\";e.exports={hiddenlabels:{valType:\"data_array\",editType:\"calc\"},piecolorway:{valType:\"colorlist\",editType:\"calc\"},extendpiecolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},{}],1122:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"./layout_attributes\");e.exports=function(t,e){function r(r,i){return n.coerce(t,e,a,r,i)}r(\"hiddenlabels\"),r(\"piecolorway\",e.colorway),r(\"extendpiecolors\")}},{\"../../lib\":735,\"./layout_attributes\":1121}],1123:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../plots/plots\"),i=t(\"../../components/fx\"),o=t(\"../../components/color\"),s=t(\"../../components/drawing\"),l=t(\"../../lib\"),c=t(\"../../lib/svg_text_utils\"),u=t(\"../bar/uniform_text\"),h=u.recordMinTextSize,f=u.clearMinTextSize,p=t(\"../bar/constants\").TEXTPAD,d=t(\"./helpers\"),g=t(\"./event_data\"),m=t(\"../../lib\").isValidTextValue;function v(t,e,r){var a=r[0],o=a.trace,s=a.cx,c=a.cy;\"_hasHoverLabel\"in o||(o._hasHoverLabel=!1),\"_hasHoverEvent\"in o||(o._hasHoverEvent=!1),t.on(\"mouseover\",(function(t){var r=e._fullLayout,u=e._fullData[o.index];if(!e._dragging&&!1!==r.hovermode){var h=u.hoverinfo;if(Array.isArray(h)&&(h=i.castHoverinfo({hoverinfo:[d.castOption(h,t.pts)],_module:o._module},r,0)),\"all\"===h&&(h=\"label+text+value+percent+name\"),u.hovertemplate||\"none\"!==h&&\"skip\"!==h&&h){var f=t.rInscribed||0,p=s+t.pxmid[0]*(1-f),m=c+t.pxmid[1]*(1-f),v=r.separators,y=[];if(h&&-1!==h.indexOf(\"label\")&&y.push(t.label),t.text=d.castOption(u.hovertext||u.text,t.pts),h&&-1!==h.indexOf(\"text\")){var x=t.text;l.isValidTextValue(x)&&y.push(x)}t.value=t.v,t.valueLabel=d.formatPieValue(t.v,v),h&&-1!==h.indexOf(\"value\")&&y.push(t.valueLabel),t.percent=t.v/a.vTotal,t.percentLabel=d.formatPiePercent(t.percent,v),h&&-1!==h.indexOf(\"percent\")&&y.push(t.percentLabel);var b=u.hoverlabel,_=b.font;i.loneHover({trace:o,x0:p-f*a.r,x1:p+f*a.r,y:m,text:y.join(\"<br>\"),name:u.hovertemplate||-1!==h.indexOf(\"name\")?u.name:void 0,idealAlign:t.pxmid[0]<0?\"left\":\"right\",color:d.castOption(b.bgcolor,t.pts)||t.color,borderColor:d.castOption(b.bordercolor,t.pts),fontFamily:d.castOption(_.family,t.pts),fontSize:d.castOption(_.size,t.pts),fontColor:d.castOption(_.color,t.pts),nameLength:d.castOption(b.namelength,t.pts),textAlign:d.castOption(b.align,t.pts),hovertemplate:d.castOption(u.hovertemplate,t.pts),hovertemplateLabels:t,eventData:[g(t,u)]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:e}),o._hasHoverLabel=!0}o._hasHoverEvent=!0,e.emit(\"plotly_hover\",{points:[g(t,u)],event:n.event})}})),t.on(\"mouseout\",(function(t){var r=e._fullLayout,a=e._fullData[o.index],s=n.select(this).datum();o._hasHoverEvent&&(t.originalEvent=n.event,e.emit(\"plotly_unhover\",{points:[g(s,a)],event:n.event}),o._hasHoverEvent=!1),o._hasHoverLabel&&(i.loneUnhover(r._hoverlayer.node()),o._hasHoverLabel=!1)})),t.on(\"click\",(function(t){var r=e._fullLayout,a=e._fullData[o.index];e._dragging||!1===r.hovermode||(e._hoverdata=[g(t,a)],i.click(e,n.event))}))}function y(t,e,r){var n=d.castOption(t.insidetextfont.color,e.pts);!n&&t._input.textfont&&(n=d.castOption(t._input.textfont.color,e.pts));var a=d.castOption(t.insidetextfont.family,e.pts)||d.castOption(t.textfont.family,e.pts)||r.family,i=d.castOption(t.insidetextfont.size,e.pts)||d.castOption(t.textfont.size,e.pts)||r.size;return{color:n||o.contrast(e.color),family:a,size:i}}function x(t,e){for(var r,n,a=0;a<t.length;a++)if((n=(r=t[a][0]).trace).title.text){var i=n.title.text;n._meta&&(i=l.templateString(i,n._meta));var o=s.tester.append(\"text\").attr(\"data-notex\",1).text(i).call(s.font,n.title.font).call(c.convertToTspans,e),u=s.bBox(o.node(),!0);r.titleBox={width:u.width,height:u.height},o.remove()}}function b(t,e,r){var n=r.r||e.rpx1,a=e.rInscribed;if(e.startangle===e.stopangle)return{rCenter:1-a,scale:0,rotate:0,textPosAngle:0};var i,o=e.ring,s=1===o&&Math.abs(e.startangle-e.stopangle)===2*Math.PI,l=e.halfangle,c=e.midangle,u=r.trace.insidetextorientation,h=\"horizontal\"===u,f=\"tangential\"===u,p=\"radial\"===u,d=\"auto\"===u,g=[];if(!d){var m,v=function(r,a){if(function(t,e){var r=t.startangle,n=t.stopangle;return r>e&&e>n||r<e&&e<n}(e,r)){var s=Math.abs(r-e.startangle),l=Math.abs(r-e.stopangle),c=s<l?s:l;(i=\"tan\"===a?w(t,n,o,c,0):_(t,n,o,c,Math.PI/2)).textPosAngle=r,g.push(i)}};if(h||f){for(m=4;m>=-4;m-=2)v(Math.PI*m,\"tan\");for(m=4;m>=-4;m-=2)v(Math.PI*(m+1),\"tan\")}if(h||p){for(m=4;m>=-4;m-=2)v(Math.PI*(m+1.5),\"rad\");for(m=4;m>=-4;m-=2)v(Math.PI*(m+.5),\"rad\")}}if(s||d||h){var y=Math.sqrt(t.width*t.width+t.height*t.height);if((i={scale:a*n*2/y,rCenter:1-a,rotate:0}).textPosAngle=(e.startangle+e.stopangle)/2,i.scale>=1)return i;g.push(i)}(d||p)&&((i=_(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,g.push(i)),(d||f)&&((i=w(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,g.push(i));for(var x=0,b=0,T=0;T<g.length;T++){var k=g[T].scale;if(b<k&&(b=k,x=T),!d&&b>=1)break}return g[x]}function _(t,e,r,n,a){e=Math.max(0,e-2*p);var i=t.width/t.height,o=M(i,n,e,r);return{scale:2*o/t.height,rCenter:T(i,o/e),rotate:k(a)}}function w(t,e,r,n,a){e=Math.max(0,e-2*p);var i=t.height/t.width,o=M(i,n,e,r);return{scale:2*o/t.width,rCenter:T(i,o/e),rotate:k(a+Math.PI/2)}}function T(t,e){return Math.cos(e)-t*e}function k(t){return(180/Math.PI*t+720)%180-90}function M(t,e,r,n){var a=t+1/(2*Math.tan(e));return r*Math.min(1/(Math.sqrt(a*a+.5)+a),n/(Math.sqrt(t*t+n/2)+t))}function A(t,e){return t.v!==e.vTotal||e.trace.hole?Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2):1}function S(t,e){var r=e.pxmid[0],n=e.pxmid[1],a=t.width/2,i=t.height/2;return r<0&&(a*=-1),n<0&&(i*=-1),{scale:1,rCenter:1,rotate:0,x:a+Math.abs(i)*(a>0?1:-1)/2,y:i/(1+r*r/(n*n)),outside:!0}}function E(t,e){var r,n,a,i=t.trace,o={x:t.cx,y:t.cy},s={tx:0,ty:0};s.ty+=i.title.font.size,a=L(i),-1!==i.title.position.indexOf(\"top\")?(o.y-=(1+a)*t.r,s.ty-=t.titleBox.height):-1!==i.title.position.indexOf(\"bottom\")&&(o.y+=(1+a)*t.r);var l,c,u=(l=t.r,c=t.trace.aspectratio,l/(void 0===c?1:c)),h=e.w*(i.domain.x[1]-i.domain.x[0])/2;return-1!==i.title.position.indexOf(\"left\")?(h+=u,o.x-=(1+a)*u,s.tx+=t.titleBox.width/2):-1!==i.title.position.indexOf(\"center\")?h*=2:-1!==i.title.position.indexOf(\"right\")&&(h+=u,o.x+=(1+a)*u,s.tx-=t.titleBox.width/2),r=h/t.titleBox.width,n=C(t,e)/t.titleBox.height,{x:o.x,y:o.y,scale:Math.min(r,n),tx:s.tx,ty:s.ty}}function C(t,e){var r=t.trace,n=e.h*(r.domain.y[1]-r.domain.y[0]);return Math.min(t.titleBox.height,n/2)}function L(t){var e,r=t.pull;if(!r)return 0;if(Array.isArray(r))for(r=0,e=0;e<t.pull.length;e++)t.pull[e]>r&&(r=t.pull[e]);return r}function P(t,e){for(var r=[],n=0;n<t.length;n++){var a=t[n][0],i=a.trace,o=i.domain,s=e.w*(o.x[1]-o.x[0]),l=e.h*(o.y[1]-o.y[0]);i.title.text&&\"middle center\"!==i.title.position&&(l-=C(a,e));var c=s/2,u=l/2;\"funnelarea\"!==i.type||i.scalegroup||(u/=i.aspectratio),a.r=Math.min(c,u)/(1+L(i)),a.cx=e.l+e.w*(i.domain.x[1]+i.domain.x[0])/2,a.cy=e.t+e.h*(1-i.domain.y[0])-l/2,i.title.text&&-1!==i.title.position.indexOf(\"bottom\")&&(a.cy-=C(a,e)),i.scalegroup&&-1===r.indexOf(i.scalegroup)&&r.push(i.scalegroup)}!function(t,e){for(var r,n,a,i=0;i<e.length;i++){var o=1/0,s=e[i];for(n=0;n<t.length;n++)if(r=t[n][0],(a=r.trace).scalegroup===s){var l;if(\"pie\"===a.type)l=r.r*r.r;else if(\"funnelarea\"===a.type){var c,u;a.aspectratio>1?(c=r.r,u=c/a.aspectratio):(u=r.r,c=u*a.aspectratio),c*=(1+a.baseratio)/2,l=c*u}o=Math.min(o,l/r.vTotal)}for(n=0;n<t.length;n++)if(r=t[n][0],(a=r.trace).scalegroup===s){var h=o*r.vTotal;\"funnelarea\"===a.type&&(h/=(1+a.baseratio)/2,h/=a.aspectratio),r.r=Math.sqrt(h)}}}(t,r)}function I(t,e){return[t*Math.sin(e),-t*Math.cos(e)]}function z(t,e,r){var n=t._fullLayout,a=r.trace,i=a.texttemplate,o=a.textinfo;if(!i&&o&&\"none\"!==o){var s,c=o.split(\"+\"),u=function(t){return-1!==c.indexOf(t)},h=u(\"label\"),f=u(\"text\"),p=u(\"value\"),g=u(\"percent\"),v=n.separators;if(s=h?[e.label]:[],f){var y=d.getFirstFilled(a.text,e.pts);m(y)&&s.push(y)}p&&s.push(d.formatPieValue(e.v,v)),g&&s.push(d.formatPiePercent(e.v/r.vTotal,v)),e.text=s.join(\"<br>\")}if(i){var x=l.castOption(a,e.i,\"texttemplate\");if(x){var b=function(t){return{label:t.label,value:t.v,valueLabel:d.formatPieValue(t.v,n.separators),percent:t.v/r.vTotal,percentLabel:d.formatPiePercent(t.v/r.vTotal,n.separators),color:t.color,text:t.text,customdata:l.castOption(a,t.i,\"customdata\")}}(e),_=d.getFirstFilled(a.text,e.pts);(m(_)||\"\"===_)&&(b.text=_),e.text=l.texttemplateString(x,b,t._fullLayout._d3locale,b,a._meta||{})}else e.text=\"\"}}function O(t,e){var r=t.rotate*Math.PI/180,n=Math.cos(r),a=Math.sin(r),i=(e.left+e.right)/2,o=(e.top+e.bottom)/2;t.textX=i*n-o*a,t.textY=i*a+o*n,t.noCenter=!0}e.exports={plot:function(t,e){var r=t._fullLayout,i=r._size;f(\"pie\",r),x(e,t),P(e,i);var u=l.makeTraceGroups(r._pielayer,e,\"trace\").each((function(e){var u=n.select(this),f=e[0],p=f.trace;!function(t){var e,r,n,a=t[0],i=a.r,o=a.trace,s=o.rotation*Math.PI/180,l=2*Math.PI/a.vTotal,c=\"px0\",u=\"px1\";if(\"counterclockwise\"===o.direction){for(e=0;e<t.length&&t[e].hidden;e++);if(e===t.length)return;s+=l*t[e].v,l*=-1,c=\"px1\",u=\"px0\"}for(n=I(i,s),e=0;e<t.length;e++)(r=t[e]).hidden||(r[c]=n,r.startangle=s,s+=l*r.v/2,r.pxmid=I(i,s),r.midangle=s,s+=l*r.v/2,n=I(i,s),r.stopangle=s,r[u]=n,r.largeArc=r.v>a.vTotal/2?1:0,r.halfangle=Math.PI*Math.min(r.v/a.vTotal,.5),r.ring=1-o.hole,r.rInscribed=A(r,a))}(e),u.attr(\"stroke-linejoin\",\"round\"),u.each((function(){var g=n.select(this).selectAll(\"g.slice\").data(e);g.enter().append(\"g\").classed(\"slice\",!0),g.exit().remove();var m=[[[],[]],[[],[]]],x=!1;g.each((function(a,i){if(a.hidden)n.select(this).selectAll(\"path,g\").remove();else{a.pointNumber=a.i,a.curveNumber=p.index,m[a.pxmid[1]<0?0:1][a.pxmid[0]<0?0:1].push(a);var o=f.cx,u=f.cy,g=n.select(this),_=g.selectAll(\"path.surface\").data([a]);if(_.enter().append(\"path\").classed(\"surface\",!0).style({\"pointer-events\":\"all\"}),g.call(v,t,e),p.pull){var w=+d.castOption(p.pull,a.pts)||0;w>0&&(o+=w*a.pxmid[0],u+=w*a.pxmid[1])}a.cxFinal=o,a.cyFinal=u;var T=p.hole;if(a.v===f.vTotal){var k=\"M\"+(o+a.px0[0])+\",\"+(u+a.px0[1])+L(a.px0,a.pxmid,!0,1)+L(a.pxmid,a.px0,!0,1)+\"Z\";T?_.attr(\"d\",\"M\"+(o+T*a.px0[0])+\",\"+(u+T*a.px0[1])+L(a.px0,a.pxmid,!1,T)+L(a.pxmid,a.px0,!1,T)+\"Z\"+k):_.attr(\"d\",k)}else{var M=L(a.px0,a.px1,!0,1);if(T){var A=1-T;_.attr(\"d\",\"M\"+(o+T*a.px1[0])+\",\"+(u+T*a.px1[1])+L(a.px1,a.px0,!1,T)+\"l\"+A*a.px0[0]+\",\"+A*a.px0[1]+M+\"Z\")}else _.attr(\"d\",\"M\"+o+\",\"+u+\"l\"+a.px0[0]+\",\"+a.px0[1]+M+\"Z\")}z(t,a,f);var E=d.castOption(p.textposition,a.pts),C=g.selectAll(\"g.slicetext\").data(a.text&&\"none\"!==E?[0]:[]);C.enter().append(\"g\").classed(\"slicetext\",!0),C.exit().remove(),C.each((function(){var g=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),m=l.ensureUniformFontSize(t,\"outside\"===E?function(t,e,r){var n=d.castOption(t.outsidetextfont.color,e.pts)||d.castOption(t.textfont.color,e.pts)||r.color,a=d.castOption(t.outsidetextfont.family,e.pts)||d.castOption(t.textfont.family,e.pts)||r.family,i=d.castOption(t.outsidetextfont.size,e.pts)||d.castOption(t.textfont.size,e.pts)||r.size;return{color:n,family:a,size:i}}(p,a,r.font):y(p,a,r.font));g.text(a.text).attr({class:\"slicetext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,m).call(c.convertToTspans,t);var v,_=s.bBox(g.node());if(\"outside\"===E)v=S(_,a);else if(v=b(_,a,f),\"auto\"===E&&v.scale<1){var w=l.ensureUniformFontSize(t,p.outsidetextfont);g.call(s.font,w),v=S(_=s.bBox(g.node()),a)}var T=v.textPosAngle,k=void 0===T?a.pxmid:I(f.r,T);if(v.targetX=o+k[0]*v.rCenter+(v.x||0),v.targetY=u+k[1]*v.rCenter+(v.y||0),O(v,_),v.outside){var M=v.targetY;a.yLabelMin=M-_.height/2,a.yLabelMid=M,a.yLabelMax=M+_.height/2,a.labelExtraX=0,a.labelExtraY=0,x=!0}v.fontSize=m.size,h(p.type,v,r),e[i].transform=v,g.attr(\"transform\",l.getTextTransform(v))}))}function L(t,e,r,n){var i=n*(e[0]-t[0]),o=n*(e[1]-t[1]);return\"a\"+n*f.r+\",\"+n*f.r+\" 0 \"+a.largeArc+(r?\" 1 \":\" 0 \")+i+\",\"+o}}));var _=n.select(this).selectAll(\"g.titletext\").data(p.title.text?[0]:[]);if(_.enter().append(\"g\").classed(\"titletext\",!0),_.exit().remove(),_.each((function(){var e,r=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),a=p.title.text;p._meta&&(a=l.templateString(a,p._meta)),r.text(a).attr({class:\"titletext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,p.title.font).call(c.convertToTspans,t),e=\"middle center\"===p.title.position?function(t){var e=Math.sqrt(t.titleBox.width*t.titleBox.width+t.titleBox.height*t.titleBox.height);return{x:t.cx,y:t.cy,scale:t.trace.hole*t.r*2/e,tx:0,ty:-t.titleBox.height/2+t.trace.title.font.size}}(f):E(f,i),r.attr(\"transform\",\"translate(\"+e.x+\",\"+e.y+\")\"+(e.scale<1?\"scale(\"+e.scale+\")\":\"\")+\"translate(\"+e.tx+\",\"+e.ty+\")\")})),x&&function(t,e){var r,n,a,i,o,s,l,c,u,h,f,p,g;function m(t,e){return t.pxmid[1]-e.pxmid[1]}function v(t,e){return e.pxmid[1]-t.pxmid[1]}function y(t,r){r||(r={});var a,c,u,f,p=r.labelExtraY+(n?r.yLabelMax:r.yLabelMin),g=n?t.yLabelMin:t.yLabelMax,m=n?t.yLabelMax:t.yLabelMin,v=t.cyFinal+o(t.px0[1],t.px1[1]),y=p-g;if(y*l>0&&(t.labelExtraY=y),Array.isArray(e.pull))for(c=0;c<h.length;c++)(u=h[c])===t||(d.castOption(e.pull,t.pts)||0)>=(d.castOption(e.pull,u.pts)||0)||((t.pxmid[1]-u.pxmid[1])*l>0?(y=u.cyFinal+o(u.px0[1],u.px1[1])-g-t.labelExtraY)*l>0&&(t.labelExtraY+=y):(m+t.labelExtraY-v)*l>0&&(a=3*s*Math.abs(c-h.indexOf(t)),(f=u.cxFinal+i(u.px0[0],u.px1[0])+a-(t.cxFinal+t.pxmid[0])-t.labelExtraX)*s>0&&(t.labelExtraX+=f)))}for(n=0;n<2;n++)for(a=n?m:v,o=n?Math.max:Math.min,l=n?1:-1,r=0;r<2;r++){for(i=r?Math.max:Math.min,s=r?1:-1,(c=t[n][r]).sort(a),u=t[1-n][r],h=u.concat(c),p=[],f=0;f<c.length;f++)void 0!==c[f].yLabelMid&&p.push(c[f]);for(g=!1,f=0;n&&f<u.length;f++)if(void 0!==u[f].yLabelMid){g=u[f];break}for(f=0;f<p.length;f++){var x=f&&p[f-1];g&&!f&&(x=g),y(p[f],x)}}}(m,p),function(t,e){t.each((function(t){var r=n.select(this);if(t.labelExtraX||t.labelExtraY){var a=r.select(\"g.slicetext text\");t.transform.targetX+=t.labelExtraX,t.transform.targetY+=t.labelExtraY,a.attr(\"transform\",l.getTextTransform(t.transform));var i=t.cxFinal+t.pxmid[0],s=\"M\"+i+\",\"+(t.cyFinal+t.pxmid[1]),c=(t.yLabelMax-t.yLabelMin)*(t.pxmid[0]<0?-1:1)/4;if(t.labelExtraX){var u=t.labelExtraX*t.pxmid[1]/t.pxmid[0],h=t.yLabelMid+t.labelExtraY-(t.cyFinal+t.pxmid[1]);Math.abs(u)>Math.abs(h)?s+=\"l\"+h*t.pxmid[0]/t.pxmid[1]+\",\"+h+\"H\"+(i+t.labelExtraX+c):s+=\"l\"+t.labelExtraX+\",\"+u+\"v\"+(h-u)+\"h\"+c}else s+=\"V\"+(t.yLabelMid+t.labelExtraY)+\"h\"+c;l.ensureSingle(r,\"path\",\"textline\").call(o.stroke,e.outsidetextfont.color).attr({\"stroke-width\":Math.min(2,e.outsidetextfont.size/8),d:s,fill:\"none\"})}else r.select(\"path.textline\").remove()}))}(g,p),x&&p.automargin){var w=s.bBox(u.node()),T=p.domain,k=i.w*(T.x[1]-T.x[0]),M=i.h*(T.y[1]-T.y[0]),A=(.5*k-f.r)/i.w,C=(.5*M-f.r)/i.h;a.autoMargin(t,\"pie.\"+p.uid+\".automargin\",{xl:T.x[0]-A,xr:T.x[1]+A,yb:T.y[0]-C,yt:T.y[1]+C,l:Math.max(f.cx-f.r-w.left,0),r:Math.max(w.right-(f.cx+f.r),0),b:Math.max(w.bottom-(f.cy+f.r),0),t:Math.max(f.cy-f.r-w.top,0),pad:5})}}))}));setTimeout((function(){u.selectAll(\"tspan\").each((function(){var t=n.select(this);t.attr(\"dy\")&&t.attr(\"dy\",t.attr(\"dy\"))}))}),0)},formatSliceLabel:z,transformInsideText:b,determineInsideTextFont:y,positionTitleOutside:E,prerenderTitles:x,layoutAreas:P,attachFxHandlers:v,computeTransform:O}},{\"../../components/color\":602,\"../../components/drawing\":624,\"../../components/fx\":642,\"../../lib\":735,\"../../lib/svg_text_utils\":759,\"../../plots/plots\":846,\"../bar/constants\":878,\"../bar/uniform_text\":892,\"./event_data\":1118,\"./helpers\":1119,d3:165}],1124:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"./style_one\"),i=t(\"../bar/uniform_text\").resizeText;e.exports=function(t){var e=t._fullLayout._pielayer.selectAll(\".trace\");i(t,e,\"pie\"),e.each((function(t){var e=t[0].trace,r=n.select(this);r.style({opacity:e.opacity}),r.selectAll(\"path.surface\").each((function(t){n.select(this).call(a,t,e)}))}))}},{\"../bar/uniform_text\":892,\"./style_one\":1125,d3:165}],1125:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),a=t(\"./helpers\").castOption;e.exports=function(t,e,r){var i=r.marker.line,o=a(i.color,e.pts)||n.defaultLine,s=a(i.width,e.pts)||0;t.style(\"stroke-width\",s).call(n.fill,e.color).call(n.stroke,o)}},{\"../../components/color\":602,\"./helpers\":1119}],1126:[function(t,e,r){\"use strict\";var n=t(\"../scatter/attributes\");e.exports={x:n.x,y:n.y,xy:{valType:\"data_array\",editType:\"calc\"},indices:{valType:\"data_array\",editType:\"calc\"},xbounds:{valType:\"data_array\",editType:\"calc\"},ybounds:{valType:\"data_array\",editType:\"calc\"},text:n.text,marker:{color:{valType:\"color\",arrayOk:!1,editType:\"calc\"},opacity:{valType:\"number\",min:0,max:1,dflt:1,arrayOk:!1,editType:\"calc\"},blend:{valType:\"boolean\",dflt:null,editType:\"calc\"},sizemin:{valType:\"number\",min:.1,max:2,dflt:.5,editType:\"calc\"},sizemax:{valType:\"number\",min:.1,dflt:20,editType:\"calc\"},border:{color:{valType:\"color\",arrayOk:!1,editType:\"calc\"},arearatio:{valType:\"number\",min:0,max:1,dflt:0,editType:\"calc\"},editType:\"calc\"},editType:\"calc\"},transforms:void 0}},{\"../scatter/attributes\":1140}],1127:[function(t,e,r){\"use strict\";var n=t(\"gl-pointcloud2d\"),a=t(\"../../lib/str2rgbarray\"),i=t(\"../../plots/cartesian/autorange\").findExtremes,o=t(\"../scatter/get_trace_color\");function s(t,e){this.scene=t,this.uid=e,this.type=\"pointcloud\",this.pickXData=[],this.pickYData=[],this.xData=[],this.yData=[],this.textLabels=[],this.color=\"rgb(0, 0, 0)\",this.name=\"\",this.hoverinfo=\"all\",this.idToIndex=new Int32Array(0),this.bounds=[0,0,0,0],this.pointcloudOptions={positions:new Float32Array(0),idToIndex:this.idToIndex,sizemin:.5,sizemax:12,color:[0,0,0,1],areaRatio:1,borderColor:[0,0,0,1]},this.pointcloud=n(t.glplot,this.pointcloudOptions),this.pointcloud._trace=this}var l=s.prototype;l.handlePick=function(t){var e=this.idToIndex[t.pointId];return{trace:this,dataCoord:t.dataCoord,traceCoord:this.pickXYData?[this.pickXYData[2*e],this.pickXYData[2*e+1]]:[this.pickXData[e],this.pickYData[e]],textLabel:Array.isArray(this.textLabels)?this.textLabels[e]:this.textLabels,color:this.color,name:this.name,pointIndex:e,hoverinfo:this.hoverinfo}},l.update=function(t){this.index=t.index,this.textLabels=t.text,this.name=t.name,this.hoverinfo=t.hoverinfo,this.bounds=[1/0,1/0,-1/0,-1/0],this.updateFast(t),this.color=o(t,{})},l.updateFast=function(t){var e,r,n,o,s,l,c=this.xData=this.pickXData=t.x,u=this.yData=this.pickYData=t.y,h=this.pickXYData=t.xy,f=t.xbounds&&t.ybounds,p=t.indices,d=this.bounds;if(h){if(n=h,e=h.length>>>1,f)d[0]=t.xbounds[0],d[2]=t.xbounds[1],d[1]=t.ybounds[0],d[3]=t.ybounds[1];else for(l=0;l<e;l++)o=n[2*l],s=n[2*l+1],o<d[0]&&(d[0]=o),o>d[2]&&(d[2]=o),s<d[1]&&(d[1]=s),s>d[3]&&(d[3]=s);if(p)r=p;else for(r=new Int32Array(e),l=0;l<e;l++)r[l]=l}else for(e=c.length,n=new Float32Array(2*e),r=new 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t.pointNumber})).nodes(y).links(x);var _,w,T,k=a();for(var M in a.nodePadding()<p&&h.warn(\"node.pad was reduced to \",a.nodePadding(),\" to fit within the figure.\"),o._groupLookup){var A,S=parseInt(o._groupLookup[M]);for(_=0;_<k.nodes.length;_++)if(k.nodes[_].pointNumber===S){A=k.nodes[_];break}if(A){var E={pointNumber:parseInt(M),x0:A.x0,x1:A.x1,y0:A.y0,y1:A.y1,partOfGroup:!0,sourceLinks:[],targetLinks:[]};k.nodes.unshift(E),A.childrenNodes.unshift(E)}}if(function(){for(_=0;_<k.nodes.length;_++){var t,e,r=k.nodes[_],n={};for(w=0;w<r.targetLinks.length;w++)t=(e=r.targetLinks[w]).source.pointNumber+\":\"+e.target.pointNumber,n.hasOwnProperty(t)||(n[t]=[]),n[t].push(e);var a=Object.keys(n);for(w=0;w<a.length;w++){var o=n[t=a[w]],s=0,l={};for(T=0;T<o.length;T++)l[(e=o[T]).label]||(l[e.label]=0),l[e.label]+=e.value,s+=e.value;for(T=0;T<o.length;T++)(e=o[T]).flow={value:s,labelConcentration:l[e.label]/s,concentration:e.value/s,links:o},e.concentrationscale&&(e.color=i(e.concentrationscale(e.flow.labelConcentration)))}var c=0;for(w=0;w<r.sourceLinks.length;w++)c+=r.sourceLinks[w].value;for(w=0;w<r.sourceLinks.length;w++)(e=r.sourceLinks[w]).concentrationOut=e.value/c;var u=0;for(w=0;w<r.targetLinks.length;w++)u+=r.targetLinks[w].value;for(w=0;w<r.targetLinks.length;w++)(e=r.targetLinks[w]).concenrationIn=e.value/u}}(),s.node.x.length&&s.node.y.length){for(_=0;_<Math.min(s.node.x.length,s.node.y.length,k.nodes.length);_++)if(s.node.x[_]&&s.node.y[_]){var C=[s.node.x[_]*m,s.node.y[_]*v];k.nodes[_].x0=C[0]-d/2,k.nodes[_].x1=C[0]+d/2;var L=k.nodes[_].y1-k.nodes[_].y0;k.nodes[_].y0=C[1]-L/2,k.nodes[_].y1=C[1]+L/2}if(\"snap\"===s.arrangement)!function(t){t.forEach((function(t){var e,r,n,a=0,i=t.length;for(t.sort((function(t,e){return t.y0-e.y0})),n=0;n<i;++n)(e=t[n]).y0>=a||(r=a-e.y0)>1e-6&&(e.y0+=r,e.y1+=r),a=e.y1+p}))}(function(t){var e,r,n=t.map((function(t,e){return{x0:t.x0,index:e}})).sort((function(t,e){return t.x0-e.x0})),a=[],i=-1,o=-1/0;for(_=0;_<n.length;_++){var s=t[n[_].index];s.x0>o+d&&(i+=1,e=s.x0),o=s.x0,a[i]||(a[i]=[]),a[i].push(s),r=e-s.x0,s.x0+=r,s.x1+=r}return a}(y=k.nodes));a.update(k)}return{circular:b,key:r,trace:s,guid:h.randstr(),horizontal:f,width:m,height:v,nodePad:s.node.pad,nodeLineColor:s.node.line.color,nodeLineWidth:s.node.line.width,linkLineColor:s.link.line.color,linkLineWidth:s.link.line.width,valueFormat:s.valueformat,valueSuffix:s.valuesuffix,textFont:s.textfont,translateX:u.x[0]*t.width+t.margin.l,translateY:t.height-u.y[1]*t.height+t.margin.t,dragParallel:f?v:m,dragPerpendicular:f?m:v,arrangement:s.arrangement,sankey:a,graph:k,forceLayouts:{},interactionState:{dragInProgress:!1,hovered:!1}}}function x(t,e,r){var n=i(e.color),a=e.source.label+\"|\"+e.target.label+\"__\"+r;return e.trace=t.trace,e.curveNumber=t.trace.index,{circular:t.circular,key:a,traceId:t.key,pointNumber:e.pointNumber,link:e,tinyColorHue:o.tinyRGB(n),tinyColorAlpha:n.getAlpha(),linkPath:b,linkLineColor:t.linkLineColor,linkLineWidth:t.linkLineWidth,valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,parent:t,interactionState:t.interactionState,flow:e.flow}}function b(){return function(t){if(t.link.circular)return e=t.link,r=e.width/2,n=e.circularPathData,\"top\"===e.circularLinkType?\"M \"+n.targetX+\" \"+(n.targetY+r)+\" L\"+n.rightInnerExtent+\" \"+(n.targetY+r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 1 \"+(n.rightFullExtent-r)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 1 \"+n.rightInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 1 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 0 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+n.rightInnerExtent+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 0 \"+(n.rightFullExtent+r)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 0 \"+n.rightInnerExtent+\" \"+(n.targetY-r)+\"L\"+n.targetX+\" \"+(n.targetY-r)+\"Z\":\"M \"+n.targetX+\" \"+(n.targetY-r)+\" L\"+n.rightInnerExtent+\" \"+(n.targetY-r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 0 \"+(n.rightFullExtent-r)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 0 \"+n.rightInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 0 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 1 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+n.rightInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 1 \"+(n.rightFullExtent+r)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 1 \"+n.rightInnerExtent+\" \"+(n.targetY+r)+\"L\"+n.targetX+\" \"+(n.targetY+r)+\"Z\";var e,r,n,a=t.link.source.x1,i=t.link.target.x0,o=m(a,i),s=o(.5),l=o(.5),c=t.link.y0-t.link.width/2,u=t.link.y0+t.link.width/2,h=t.link.y1-t.link.width/2,f=t.link.y1+t.link.width/2;return\"M\"+a+\",\"+c+\"C\"+s+\",\"+c+\" \"+l+\",\"+h+\" \"+i+\",\"+h+\"L\"+i+\",\"+f+\"C\"+l+\",\"+f+\" \"+s+\",\"+u+\" \"+a+\",\"+u+\"Z\"}}function _(t,e){var r=i(e.color),a=n.nodePadAcross,s=t.nodePad/2;e.dx=e.x1-e.x0,e.dy=e.y1-e.y0;var l=e.dx,c=Math.max(.5,e.dy),u=\"node_\"+e.pointNumber;return e.group&&(u=h.randstr()),e.trace=t.trace,e.curveNumber=t.trace.index,{index:e.pointNumber,key:u,partOfGroup:e.partOfGroup||!1,group:e.group,traceId:t.key,trace:t.trace,node:e,nodePad:t.nodePad,nodeLineColor:t.nodeLineColor,nodeLineWidth:t.nodeLineWidth,textFont:t.textFont,size:t.horizontal?t.height:t.width,visibleWidth:Math.ceil(l),visibleHeight:c,zoneX:-a,zoneY:-s,zoneWidth:l+2*a,zoneHeight:c+2*s,labelY:t.horizontal?e.dy/2+1:e.dx/2+1,left:1===e.originalLayer,sizeAcross:t.width,forceLayouts:t.forceLayouts,horizontal:t.horizontal,darkBackground:r.getBrightness()<=128,tinyColorHue:o.tinyRGB(r),tinyColorAlpha:r.getAlpha(),valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,graph:t.graph,arrangement:t.arrangement,uniqueNodeLabelPathId:[t.guid,t.key,u].join(\"_\"),interactionState:t.interactionState,figure:t}}function w(t){t.attr(\"transform\",(function(t){return\"translate(\"+t.node.x0.toFixed(3)+\", \"+t.node.y0.toFixed(3)+\")\"}))}function T(t){t.call(w)}function k(t,e){t.call(T),e.attr(\"d\",b())}function M(t){t.attr(\"width\",(function(t){return t.node.x1-t.node.x0})).attr(\"height\",(function(t){return t.visibleHeight}))}function A(t){return t.link.width>1||t.linkLineWidth>0}function S(t){return\"translate(\"+t.translateX+\",\"+t.translateY+\")\"+(t.horizontal?\"matrix(1 0 0 1 0 0)\":\"matrix(0 1 1 0 0 0)\")}function E(t){return\"translate(\"+(t.horizontal?0:t.labelY)+\" \"+(t.horizontal?t.labelY:0)+\")\"}function C(t){return a.svg.line()([[t.horizontal?t.left?-t.sizeAcross:t.visibleWidth+n.nodeTextOffsetHorizontal:n.nodeTextOffsetHorizontal,0],[t.horizontal?t.left?-n.nodeTextOffsetHorizontal:t.sizeAcross:t.visibleHeight-n.nodeTextOffsetHorizontal,0]])}function L(t){return t.horizontal?\"matrix(1 0 0 1 0 0)\":\"matrix(0 1 1 0 0 0)\"}function P(t){return t.horizontal?\"scale(1 1)\":\"scale(-1 1)\"}function I(t){return t.darkBackground&&!t.horizontal?\"rgb(255,255,255)\":\"rgb(0,0,0)\"}function z(t){return t.horizontal&&t.left?\"100%\":\"0%\"}function O(t,e,r){t.on(\".basic\",null).on(\"mouseover.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.hover(this,t,e),t.interactionState.hovered=[this,t])})).on(\"mousemove.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.follow(this,t),t.interactionState.hovered=[this,t])})).on(\"mouseout.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.unhover(this,t,e),t.interactionState.hovered=!1)})).on(\"click.basic\",(function(t){t.interactionState.hovered&&(r.unhover(this,t,e),t.interactionState.hovered=!1),t.interactionState.dragInProgress||t.partOfGroup||r.select(this,t,e)}))}function D(t,e,r,i){var o=a.behavior.drag().origin((function(t){return{x:t.node.x0+t.visibleWidth/2,y:t.node.y0+t.visibleHeight/2}})).on(\"dragstart\",(function(a){if(\"fixed\"!==a.arrangement&&(h.ensureSingle(i._fullLayout._infolayer,\"g\",\"dragcover\",(function(t){i._fullLayout._dragCover=t})),h.raiseToTop(this),a.interactionState.dragInProgress=a.node,F(a.node),a.interactionState.hovered&&(r.nodeEvents.unhover.apply(0,a.interactionState.hovered),a.interactionState.hovered=!1),\"snap\"===a.arrangement)){var o=a.traceId+\"|\"+a.key;a.forceLayouts[o]?a.forceLayouts[o].alpha(1):function(t,e,r,a){!function(t){for(var e=0;e<t.length;e++)t[e].y=(t[e].y0+t[e].y1)/2,t[e].x=(t[e].x0+t[e].x1)/2}(r.graph.nodes);var i=r.graph.nodes.filter((function(t){return t.originalX===r.node.originalX})).filter((function(t){return!t.partOfGroup}));r.forceLayouts[e]=u.forceSimulation(i).alphaDecay(0).force(\"collide\",u.forceCollide().radius((function(t){return t.dy/2+r.nodePad/2})).strength(1).iterations(n.forceIterations)).force(\"constrain\",function(t,e,r,a){return function(){for(var t=0,i=0;i<r.length;i++){var o=r[i];o===a.interactionState.dragInProgress?(o.x=o.lastDraggedX,o.y=o.lastDraggedY):(o.vx=(o.originalX-o.x)/n.forceTicksPerFrame,o.y=Math.min(a.size-o.dy/2,Math.max(o.dy/2,o.y))),t=Math.max(t,Math.abs(o.vx),Math.abs(o.vy))}!a.interactionState.dragInProgress&&t<.1&&a.forceLayouts[e].alpha()>0&&a.forceLayouts[e].alpha(0)}}(0,e,i,r)).stop()}(0,o,a),function(t,e,r,a,i){window.requestAnimationFrame((function o(){var s;for(s=0;s<n.forceTicksPerFrame;s++)r.forceLayouts[a].tick();if(function(t){for(var e=0;e<t.length;e++)t[e].y0=t[e].y-t[e].dy/2,t[e].y1=t[e].y0+t[e].dy,t[e].x0=t[e].x-t[e].dx/2,t[e].x1=t[e].x0+t[e].dx}(r.graph.nodes),r.sankey.update(r.graph),k(t.filter(B(r)),e),r.forceLayouts[a].alpha()>0)window.requestAnimationFrame(o);else{var l=r.node.originalX;r.node.x0=l-r.visibleWidth/2,r.node.x1=l+r.visibleWidth/2,R(r,i)}}))}(t,e,a,o,i)}})).on(\"drag\",(function(r){if(\"fixed\"!==r.arrangement){var n=a.event.x,i=a.event.y;\"snap\"===r.arrangement?(r.node.x0=n-r.visibleWidth/2,r.node.x1=n+r.visibleWidth/2,r.node.y0=i-r.visibleHeight/2,r.node.y1=i+r.visibleHeight/2):(\"freeform\"===r.arrangement&&(r.node.x0=n-r.visibleWidth/2,r.node.x1=n+r.visibleWidth/2),i=Math.max(0,Math.min(r.size-r.visibleHeight/2,i)),r.node.y0=i-r.visibleHeight/2,r.node.y1=i+r.visibleHeight/2),F(r.node),\"snap\"!==r.arrangement&&(r.sankey.update(r.graph),k(t.filter(B(r)),e))}})).on(\"dragend\",(function(t){if(\"fixed\"!==t.arrangement){t.interactionState.dragInProgress=!1;for(var e=0;e<t.node.childrenNodes.length;e++)t.node.childrenNodes[e].x=t.node.x,t.node.childrenNodes[e].y=t.node.y;\"snap\"!==t.arrangement&&R(t,i)}}));t.on(\".drag\",null).call(o)}function R(t,e){for(var r=[],n=[],a=0;a<t.graph.nodes.length;a++){var i=(t.graph.nodes[a].x0+t.graph.nodes[a].x1)/2,o=(t.graph.nodes[a].y0+t.graph.nodes[a].y1)/2;r.push(i/t.figure.width),n.push(o/t.figure.height)}v.call(\"_guiRestyle\",e,{\"node.x\":[r],\"node.y\":[n]},t.trace.index).then((function(){e._fullLayout._dragCover&&e._fullLayout._dragCover.remove()}))}function F(t){t.lastDraggedX=t.x0+t.dx/2,t.lastDraggedY=t.y0+t.dy/2}function B(t){return function(e){return e.node.originalX===t.node.originalX}}e.exports=function(t,e,r,l,c){var u=!1;h.ensureSingle(t._fullLayout._infolayer,\"g\",\"first-render\",(function(){u=!0}));var f=t._fullLayout._dragCover,m=r.filter((function(t){return g(t).trace.visible})).map(y.bind(null,l)),v=e.selectAll(\".\"+n.cn.sankey).data(m,p);v.exit().remove(),v.enter().append(\"g\").classed(n.cn.sankey,!0).style(\"box-sizing\",\"content-box\").style(\"position\",\"absolute\").style(\"left\",0).style(\"shape-rendering\",\"geometricPrecision\").style(\"pointer-events\",\"auto\").attr(\"transform\",S),v.each((function(e,r){t._fullData[r]._sankey=e;var n=\"bgsankey-\"+e.trace.uid+\"-\"+r;h.ensureSingle(t._fullLayout._draggers,\"rect\",n),t._fullData[r]._bgRect=a.select(\".\"+n),t._fullData[r]._bgRect.style(\"pointer-events\",\"all\").attr(\"width\",e.width).attr(\"height\",e.height).attr(\"x\",e.translateX).attr(\"y\",e.translateY).classed(\"bgsankey\",!0).style({fill:\"transparent\",\"stroke-width\":0})})),v.transition().ease(n.ease).duration(n.duration).attr(\"transform\",S);var T=v.selectAll(\".\"+n.cn.sankeyLinks).data(d,p);T.enter().append(\"g\").classed(n.cn.sankeyLinks,!0).style(\"fill\",\"none\");var k=T.selectAll(\".\"+n.cn.sankeyLink).data((function(t){return t.graph.links.filter((function(t){return t.value})).map(x.bind(null,t))}),p);k.enter().append(\"path\").classed(n.cn.sankeyLink,!0).call(O,v,c.linkEvents),k.style(\"stroke\",(function(t){return A(t)?o.tinyRGB(i(t.linkLineColor)):t.tinyColorHue})).style(\"stroke-opacity\",(function(t){return A(t)?o.opacity(t.linkLineColor):t.tinyColorAlpha})).style(\"fill\",(function(t){return t.tinyColorHue})).style(\"fill-opacity\",(function(t){return t.tinyColorAlpha})).style(\"stroke-width\",(function(t){return A(t)?t.linkLineWidth:1})).attr(\"d\",b()),k.style(\"opacity\",(function(){return t._context.staticPlot||u||f?1:0})).transition().ease(n.ease).duration(n.duration).style(\"opacity\",1),k.exit().transition().ease(n.ease).duration(n.duration).style(\"opacity\",0).remove();var R=v.selectAll(\".\"+n.cn.sankeyNodeSet).data(d,p);R.enter().append(\"g\").classed(n.cn.sankeyNodeSet,!0),R.style(\"cursor\",(function(t){switch(t.arrangement){case\"fixed\":return\"default\";case\"perpendicular\":return\"ns-resize\";default:return\"move\"}}));var F=R.selectAll(\".\"+n.cn.sankeyNode).data((function(t){var e=t.graph.nodes;return function(t){var e,r=[];for(e=0;e<t.length;e++)t[e].originalX=(t[e].x0+t[e].x1)/2,t[e].originalY=(t[e].y0+t[e].y1)/2,-1===r.indexOf(t[e].originalX)&&r.push(t[e].originalX);for(r.sort((function(t,e){return t-e})),e=0;e<t.length;e++)t[e].originalLayerIndex=r.indexOf(t[e].originalX),t[e].originalLayer=t[e].originalLayerIndex/(r.length-1)}(e),e.map(_.bind(null,t))}),p);F.enter().append(\"g\").classed(n.cn.sankeyNode,!0).call(w).style(\"opacity\",(function(e){return!t._context.staticPlot&&!u||e.partOfGroup?0:1})),F.call(O,v,c.nodeEvents).call(D,k,c,t),F.transition().ease(n.ease).duration(n.duration).call(w).style(\"opacity\",(function(t){return 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i}(t,e,h,u)){h(\"text\"),h(\"hovertext\"),h(\"hovertemplate\"),h(\"mode\"),i.hasLines(e)&&(h(\"connectgaps\"),s(t,e,r,u,h)),i.hasMarkers(e)&&o(t,e,r,u,h,{noSelect:!0}),i.hasText(e)&&(h(\"texttemplate\"),l(t,e,u,h,{noSelect:!0}));var f=(e.line||{}).color,p=(e.marker||{}).color;h(\"surfaceaxis\")>=0&&h(\"surfacecolor\",f||p);for(var d=[\"x\",\"y\",\"z\"],g=0;g<3;++g){var m=\"projection.\"+d[g];h(m+\".show\")&&(h(m+\".opacity\"),h(m+\".scale\"))}var v=n.getComponentMethod(\"errorbars\",\"supplyDefaults\");v(t,e,f||p||r,{axis:\"z\"}),v(t,e,f||p||r,{axis:\"y\",inherit:\"z\"}),v(t,e,f||p||r,{axis:\"x\",inherit:\"z\"})}else e.visible=!1}},{\"../../lib\":735,\"../../registry\":866,\"../scatter/line_defaults\":1153,\"../scatter/marker_defaults\":1159,\"../scatter/subtypes\":1164,\"../scatter/text_defaults\":1165,\"./attributes\":1167}],1172:[function(t,e,r){\"use 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n=t(\"../../lib\"),a=t(\"../scatter/constants\"),i=t(\"../scatter/subtypes\"),o=t(\"../scatter/marker_defaults\"),s=t(\"../scatter/line_defaults\"),l=t(\"../scatter/line_shape_defaults\"),c=t(\"../scatter/text_defaults\"),u=t(\"../scatter/fillcolor_defaults\"),h=t(\"./attributes\");e.exports=function(t,e,r,f){function p(r,a){return n.coerce(t,e,h,r,a)}p(\"carpet\"),e.xaxis=\"x\",e.yaxis=\"y\";var d=p(\"a\"),g=p(\"b\"),m=Math.min(d.length,g.length);if(m){e._length=m,p(\"text\"),p(\"texttemplate\"),p(\"hovertext\"),p(\"mode\",m<a.PTS_LINESONLY?\"lines+markers\":\"lines\"),i.hasLines(e)&&(s(t,e,r,f,p),l(t,e,p),p(\"connectgaps\")),i.hasMarkers(e)&&o(t,e,r,f,p,{gradient:!0}),i.hasText(e)&&c(t,e,f,p);var v=[];(i.hasMarkers(e)||i.hasText(e))&&(p(\"marker.maxdisplayed\"),v.push(\"points\")),p(\"fill\"),\"none\"!==e.fill&&(u(t,e,r,p),i.hasLines(e)||l(t,e,p)),\"tonext\"!==e.fill&&\"toself\"!==e.fill||v.push(\"fills\"),\"fills\"!==p(\"hoveron\",v.join(\"+\")||\"points\")&&p(\"hovertemplate\"),n.coerceSelectionMarkerOpacity(e,p)}else e.visible=!1}},{\"../../lib\":735,\"../scatter/constants\":1144,\"../scatter/fillcolor_defaults\":1148,\"../scatter/line_defaults\":1153,\"../scatter/line_shape_defaults\":1155,\"../scatter/marker_defaults\":1159,\"../scatter/subtypes\":1164,\"../scatter/text_defaults\":1165,\"./attributes\":1173}],1176:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,a){var i=n[a];return t.a=i.a,t.b=i.b,t.y=i.y,t}},{}],1177:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r={},n=e._carpet,a=n.ab2ij([t.a,t.b]),i=Math.floor(a[0]),o=a[0]-i,s=Math.floor(a[1]),l=a[1]-s,c=n.evalxy([],i,s,o,l);return r.yLabel=c[1].toFixed(3),r}},{}],1178:[function(t,e,r){\"use 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n=t(\"../scatter/plot\"),a=t(\"../../plots/cartesian/axes\"),i=t(\"../../components/drawing\");e.exports=function(t,e,r,o){var s,l,c,u=r[0][0].carpet,h={xaxis:a.getFromId(t,u.xaxis||\"x\"),yaxis:a.getFromId(t,u.yaxis||\"y\"),plot:e.plot};for(n(t,h,r,o),s=0;s<r.length;s++)l=r[s][0].trace,c=o.selectAll(\"g.trace\"+l.uid+\" .js-line\"),i.setClipUrl(c,r[s][0].carpet._clipPathId,t)}},{\"../../components/drawing\":624,\"../../plots/cartesian/axes\":783,\"../scatter/plot\":1160}],1181:[function(t,e,r){\"use strict\";var n=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../../plots/template_attributes\").texttemplateAttrs,i=t(\"../scatter/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../components/colorscale/attributes\"),l=t(\"../../components/drawing/attributes\").dash,c=t(\"../../lib/extend\").extendFlat,u=t(\"../../plot_api/edit_types\").overrideAll,h=i.marker,f=i.line,p=h.line;e.exports=u({lon:{valType:\"data_array\"},lat:{valType:\"data_array\"},locations:{valType:\"data_array\"},locationmode:{valType:\"enumerated\",values:[\"ISO-3\",\"USA-states\",\"country 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m=h(\"lon\")||[],v=h(\"lat\")||[];f=Math.min(m.length,v.length)}f?(e._length=f,h(\"text\"),h(\"hovertext\"),h(\"hovertemplate\"),h(\"mode\"),a.hasLines(e)&&(o(t,e,r,u,h),h(\"connectgaps\")),a.hasMarkers(e)&&i(t,e,r,u,h,{gradient:!0}),a.hasText(e)&&(h(\"texttemplate\"),s(t,e,u,h)),h(\"fill\"),\"none\"!==e.fill&&l(t,e,r,h),n.coerceSelectionMarkerOpacity(e,h)):e.visible=!1}},{\"../../lib\":735,\"../scatter/fillcolor_defaults\":1148,\"../scatter/line_defaults\":1153,\"../scatter/marker_defaults\":1159,\"../scatter/subtypes\":1164,\"../scatter/text_defaults\":1165,\"./attributes\":1181}],1184:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,a){t.lon=e.lon,t.lat=e.lat,t.location=e.loc?e.loc:null;var i=n[a];return i.fIn&&i.fIn.properties&&(t.properties=i.fIn.properties),t}},{}],1185:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\");e.exports=function(t,e,r){var a={},i=r[e.geo]._subplot.mockAxis,o=t.lonlat;return 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t.lonLabel=b.lonLabel,t.latLabel=b.latLabel,t.color=i(c,g),t.extraText=function(t,e,r,n){if(t.hovertemplate)return;var a=e.hi||t.hoverinfo,i=\"all\"===a?s.hoverinfo.flags:a.split(\"+\"),l=-1!==i.indexOf(\"location\")&&Array.isArray(t.locations),c=-1!==i.indexOf(\"lon\"),u=-1!==i.indexOf(\"lat\"),h=-1!==i.indexOf(\"text\"),f=[];function p(t){return t+\"\\xb0\"}l?f.push(e.loc):c&&u?f.push(\"(\"+p(r.lonLabel)+\", \"+p(r.latLabel)+\")\"):c?f.push(n.lon+p(r.lonLabel)):u&&f.push(n.lat+p(r.latLabel));h&&o(e,t,f);return f.join(\"<br>\")}(c,g,t,l[0].t.labels),t.hovertemplate=c.hovertemplate,[t]}}},{\"../../components/fx\":642,\"../../constants/numerical\":711,\"../../lib\":735,\"../scatter/get_trace_color\":1150,\"./attributes\":1181}],1187:[function(t,e,r){\"use 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n=t(\"../../plots/attributes\"),a=t(\"../scatter/attributes\"),i=t(\"../../components/colorscale/attributes\"),o=t(\"../../lib/extend\").extendFlat,s=t(\"../../plot_api/edit_types\").overrideAll,l=t(\"./constants\").DASHES,c=a.line,u=a.marker,h=u.line,f=e.exports=s({x:a.x,x0:a.x0,dx:a.dx,y:a.y,y0:a.y0,dy:a.dy,text:a.text,hovertext:a.hovertext,textposition:a.textposition,textfont:a.textfont,mode:{valType:\"flaglist\",flags:[\"lines\",\"markers\",\"text\"],extras:[\"none\"]},line:{color:c.color,width:c.width,shape:{valType:\"enumerated\",values:[\"linear\",\"hv\",\"vh\",\"hvh\",\"vhv\"],dflt:\"linear\",editType:\"plot\"},dash:{valType:\"enumerated\",values:Object.keys(l),dflt:\"solid\"}},marker:o({},i(\"marker\"),{symbol:u.symbol,size:u.size,sizeref:u.sizeref,sizemin:u.sizemin,sizemode:u.sizemode,opacity:u.opacity,colorbar:u.colorbar,line:o({},i(\"marker.line\"),{width:h.width})}),connectgaps:a.connectgaps,fill:o({},a.fill,{dflt:\"none\"}),fillcolor:a.fillcolor,selected:{marker:a.selected.marker,textfont:a.selected.textfont},unselected:{marker:a.unselected.marker,textfont:a.unselected.textfont},opacity:n.opacity},\"calc\",\"nested\");f.x.editType=f.y.editType=f.x0.editType=f.y0.editType=\"calc+clearAxisTypes\",f.hovertemplate=a.hovertemplate,f.texttemplate=a.texttemplate},{\"../../components/colorscale/attributes\":609,\"../../lib/extend\":726,\"../../plot_api/edit_types\":766,\"../../plots/attributes\":780,\"../scatter/attributes\":1140,\"./constants\":1193}],1192:[function(t,e,r){\"use 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n;if(h.hasText(e)&&(n.text=y(t,e),n.textSel=_(t,e,e.selected),n.textUnsel=_(t,e,e.unselected)),h.hasMarkers(e)&&(n.marker=x(e),n.markerSel=b(e,e.selected),n.markerUnsel=b(e,e.unselected),!e.unselected&&s.isArrayOrTypedArray(e.marker.opacity))){var a=e.marker.opacity;for(n.markerUnsel.opacity=new Array(a.length),r=0;r<a.length;r++)n.markerUnsel.opacity[r]=g*a[r]}if(h.hasLines(e)){n.line={overlay:!0,thickness:e.line.width,color:e.line.color,opacity:e.opacity};var i=(d.DASHES[e.line.dash]||[1]).slice();for(r=0;r<i.length;++r)i[r]*=e.line.width;n.line.dashes=i}return e.error_x&&e.error_x.visible&&(n.errorX=w(e,e.error_x)),e.error_y&&e.error_y.visible&&(n.errorY=w(e,e.error_y)),e.fill&&\"none\"!==e.fill&&(n.fill={closed:!0,fill:e.fillcolor,thickness:0}),n},markerStyle:x,markerSelection:b,linePositions:function(t,e,r){var n,a,i=r.length,o=i/2;if(h.hasLines(e)&&o)if(\"hv\"===e.line.shape){for(n=[],a=0;a<o-1;a++)isNaN(r[2*a])||isNaN(r[2*a+1])?n.push(NaN,NaN,NaN,NaN):(n.push(r[2*a],r[2*a+1]),isNaN(r[2*a+2])||isNaN(r[2*a+3])?n.push(NaN,NaN):n.push(r[2*a+2],r[2*a+1]));n.push(r[i-2],r[i-1])}else if(\"hvh\"===e.line.shape){for(n=[],a=0;a<o-1;a++)if(isNaN(r[2*a])||isNaN(r[2*a+1])||isNaN(r[2*a+2])||isNaN(r[2*a+3]))isNaN(r[2*a])||isNaN(r[2*a+1])?n.push(NaN,NaN):n.push(r[2*a],r[2*a+1]),n.push(NaN,NaN);else{var s=(r[2*a]+r[2*a+2])/2;n.push(r[2*a],r[2*a+1],s,r[2*a+1],s,r[2*a+3])}n.push(r[i-2],r[i-1])}else if(\"vhv\"===e.line.shape){for(n=[],a=0;a<o-1;a++)if(isNaN(r[2*a])||isNaN(r[2*a+1])||isNaN(r[2*a+2])||isNaN(r[2*a+3]))isNaN(r[2*a])||isNaN(r[2*a+1])?n.push(NaN,NaN):n.push(r[2*a],r[2*a+1]),n.push(NaN,NaN);else{var l=(r[2*a+1]+r[2*a+3])/2;n.push(r[2*a],r[2*a+1],r[2*a],l,r[2*a+2],l)}n.push(r[i-2],r[i-1])}else if(\"vh\"===e.line.shape){for(n=[],a=0;a<o-1;a++)isNaN(r[2*a])||isNaN(r[2*a+1])?n.push(NaN,NaN,NaN,NaN):(n.push(r[2*a],r[2*a+1]),isNaN(r[2*a+2])||isNaN(r[2*a+3])?n.push(NaN,NaN):n.push(r[2*a],r[2*a+3]));n.push(r[i-2],r[i-1])}else n=r;var c=!1;for(a=0;a<n.length;a++)if(isNaN(n[a])){c=!0;break}var u=c||n.length>d.TOO_MANY_POINTS||h.hasMarkers(e)?\"rect\":\"round\";if(c&&e.connectgaps){var f=n[0],p=n[1];for(a=0;a<n.length;a+=2)isNaN(n[a])||isNaN(n[a+1])?(n[a]=f,n[a+1]=p):(f=n[a],p=n[a+1])}return{join:u,positions:n}},errorBarPositions:function(t,e,r,a,i){var s=o.getComponentMethod(\"errorbars\",\"makeComputeError\"),l=c.getFromId(t,e.xaxis),u=c.getFromId(t,e.yaxis),h=r.length/2,f={};function p(t,a){var i=a._id.charAt(0),o=e[\"error_\"+i];if(o&&o.visible&&(\"linear\"===a.type||\"log\"===a.type)){for(var l=s(o),c={x:0,y:1}[i],u={x:[0,1,2,3],y:[2,3,0,1]}[i],p=new Float64Array(4*h),d=1/0,g=-1/0,m=0,v=0;m<h;m++,v+=4){var y=t[m];if(n(y)){var x=r[2*m+c],b=l(y,m),_=b[0],w=b[1];if(n(_)&&n(w)){var T=y-_,k=y+w;p[v+u[0]]=x-a.c2l(T),p[v+u[1]]=a.c2l(k)-x,p[v+u[2]]=0,p[v+u[3]]=0,d=Math.min(d,y-_),g=Math.max(g,y+w)}}}f[i]={positions:r,errors:p,_bnds:[d,g]}}}return p(a,l),p(i,u),f},textPosition:function(t,e,r,n){var a,i=e._length,o={};if(h.hasMarkers(e)){var s=r.font,l=r.align,c=r.baseline;for(o.offset=new Array(i),a=0;a<i;a++){var u=n.sizes?n.sizes[a]:n.size,f=Array.isArray(s)?s[a].size:s.size,p=Array.isArray(l)?l.length>1?l[a]:l[0]:l,d=Array.isArray(c)?c.length>1?c[a]:c[0]:c,g=m[p],v=m[d],y=u?u/.8+1:0,x=-v*y-.5*v;o.offset[a]=[g*y/f,x/f]}}return o}}},{\"../../components/drawing\":624,\"../../components/fx/helpers\":638,\"../../constants/interactions\":710,\"../../lib\":735,\"../../lib/gl_format_color\":732,\"../../plots/cartesian/axis_ids\":786,\"../../registry\":866,\"../scatter/make_bubble_size_func\":1157,\"../scatter/subtypes\":1164,\"./constants\":1193,\"./helpers\":1198,\"color-normalize\":122,\"fast-isnumeric\":237,\"svg-path-sdf\":533}],1195:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../registry\"),i=t(\"./helpers\"),o=t(\"./attributes\"),s=t(\"../scatter/constants\"),l=t(\"../scatter/subtypes\"),c=t(\"../scatter/xy_defaults\"),u=t(\"../scatter/marker_defaults\"),h=t(\"../scatter/line_defaults\"),f=t(\"../scatter/fillcolor_defaults\"),p=t(\"../scatter/text_defaults\");e.exports=function(t,e,r,d){function g(r,a){return n.coerce(t,e,o,r,a)}var m=!!t.marker&&i.isOpenSymbol(t.marker.symbol),v=l.isBubble(t),y=c(t,e,d,g);if(y){var x=y<s.PTS_LINESONLY?\"lines+markers\":\"lines\";g(\"text\"),g(\"hovertext\"),g(\"hovertemplate\"),g(\"mode\",x),l.hasLines(e)&&(g(\"connectgaps\"),h(t,e,r,d,g),g(\"line.shape\")),l.hasMarkers(e)&&(u(t,e,r,d,g),g(\"marker.line.width\",m||v?1:0)),l.hasText(e)&&(g(\"texttemplate\"),p(t,e,d,g));var b=(e.line||{}).color,_=(e.marker||{}).color;g(\"fill\"),\"none\"!==e.fill&&f(t,e,r,g);var w=a.getComponentMethod(\"errorbars\",\"supplyDefaults\");w(t,e,b||_||r,{axis:\"y\"}),w(t,e,b||_||r,{axis:\"x\",inherit:\"y\"}),n.coerceSelectionMarkerOpacity(e,g)}else e.visible=!1}},{\"../../lib\":735,\"../../registry\":866,\"../scatter/constants\":1144,\"../scatter/fillcolor_defaults\":1148,\"../scatter/line_defaults\":1153,\"../scatter/marker_defaults\":1159,\"../scatter/subtypes\":1164,\"../scatter/text_defaults\":1165,\"../scatter/xy_defaults\":1166,\"./attributes\":1191,\"./helpers\":1198}],1196:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../components/color\"),i=t(\"../../constants/interactions\").DESELECTDIM;e.exports={styleTextSelection:function(t){var e,r,o=t[0],s=o.trace,l=o.t,c=l._scene,u=l.index,h=c.selectBatch[u],f=c.unselectBatch[u],p=c.textOptions[u],d=c.textSelectedOptions[u]||{},g=c.textUnselectedOptions[u]||{},m=n.extendFlat({},p);if(h.length||f.length){var v=d.color,y=g.color,x=p.color,b=Array.isArray(x);for(m.color=new Array(s._length),e=0;e<h.length;e++)r=h[e],m.color[r]=v||(b?x[r]:x);for(e=0;e<f.length;e++){r=f[e];var _=b?x[r]:x;m.color[r]=y||(v?_:a.addOpacity(_,i))}}c.glText[u].update(m)}}},{\"../../components/color\":602,\"../../constants/interactions\":710,\"../../lib\":735}],1197:[function(t,e,r){\"use strict\";var n=t(\"../scatter/format_labels\");e.exports=function(t,e,r){var a=t.i;return\"x\"in t||(t.x=e._x[a]),\"y\"in t||(t.y=e._y[a]),n(t,e,r)}},{\"../scatter/format_labels\":1149}],1198:[function(t,e,r){\"use strict\";var n=t(\"./constants\");r.isOpenSymbol=function(t){return\"string\"==typeof t?n.OPEN_RE.test(t):t%200>100},r.isDotSymbol=function(t){return\"string\"==typeof t?n.DOT_RE.test(t):t>200}},{\"./constants\":1193}],1199:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),a=t(\"../../lib\"),i=t(\"../scatter/get_trace_color\");function o(t,e,r,o){var s=t.xa,l=t.ya,c=t.distance,u=t.dxy,h=t.index,f={pointNumber:h,x:e[h],y:r[h]};f.tx=Array.isArray(o.text)?o.text[h]:o.text,f.htx=Array.isArray(o.hovertext)?o.hovertext[h]:o.hovertext,f.data=Array.isArray(o.customdata)?o.customdata[h]:o.customdata,f.tp=Array.isArray(o.textposition)?o.textposition[h]:o.textposition;var p=o.textfont;p&&(f.ts=a.isArrayOrTypedArray(p.size)?p.size[h]:p.size,f.tc=Array.isArray(p.color)?p.color[h]:p.color,f.tf=Array.isArray(p.family)?p.family[h]:p.family);var d=o.marker;d&&(f.ms=a.isArrayOrTypedArray(d.size)?d.size[h]:d.size,f.mo=a.isArrayOrTypedArray(d.opacity)?d.opacity[h]:d.opacity,f.mx=a.isArrayOrTypedArray(d.symbol)?d.symbol[h]:d.symbol,f.mc=a.isArrayOrTypedArray(d.color)?d.color[h]:d.color);var g=d&&d.line;g&&(f.mlc=Array.isArray(g.color)?g.color[h]:g.color,f.mlw=a.isArrayOrTypedArray(g.width)?g.width[h]:g.width);var m=d&&d.gradient;m&&\"none\"!==m.type&&(f.mgt=Array.isArray(m.type)?m.type[h]:m.type,f.mgc=Array.isArray(m.color)?m.color[h]:m.color);var v=s.c2p(f.x,!0),y=l.c2p(f.y,!0),x=f.mrc||1,b=o.hoverlabel;b&&(f.hbg=Array.isArray(b.bgcolor)?b.bgcolor[h]:b.bgcolor,f.hbc=Array.isArray(b.bordercolor)?b.bordercolor[h]:b.bordercolor,f.hts=a.isArrayOrTypedArray(b.font.size)?b.font.size[h]:b.font.size,f.htc=Array.isArray(b.font.color)?b.font.color[h]:b.font.color,f.htf=Array.isArray(b.font.family)?b.font.family[h]:b.font.family,f.hnl=a.isArrayOrTypedArray(b.namelength)?b.namelength[h]:b.namelength);var _=o.hoverinfo;_&&(f.hi=Array.isArray(_)?_[h]:_);var w=o.hovertemplate;w&&(f.ht=Array.isArray(w)?w[h]:w);var T={};T[t.index]=f;var k=a.extendFlat({},t,{color:i(o,f),x0:v-x,x1:v+x,xLabelVal:f.x,y0:y-x,y1:y+x,yLabelVal:f.y,cd:T,distance:c,spikeDistance:u,hovertemplate:f.ht});return f.htx?k.text=f.htx:f.tx?k.text=f.tx:o.text&&(k.text=o.text),a.fillText(f,o,k),n.getComponentMethod(\"errorbars\",\"hoverInfo\")(f,o,k),k}e.exports={hoverPoints:function(t,e,r,n){var a,i,s,l,c,u,h,f,p,d=t.cd,g=d[0].t,m=d[0].trace,v=t.xa,y=t.ya,x=g.x,b=g.y,_=v.c2p(e),w=y.c2p(r),T=t.distance;if(g.tree){var k=v.p2c(_-T),M=v.p2c(_+T),A=y.p2c(w-T),S=y.p2c(w+T);a=\"x\"===n?g.tree.range(Math.min(k,M),Math.min(y._rl[0],y._rl[1]),Math.max(k,M),Math.max(y._rl[0],y._rl[1])):g.tree.range(Math.min(k,M),Math.min(A,S),Math.max(k,M),Math.max(A,S))}else a=g.ids;var E=T;if(\"x\"===n)for(c=0;c<a.length;c++)s=x[a[c]],(u=Math.abs(v.c2p(s)-_))<E&&(E=u,h=y.c2p(b[a[c]])-w,p=Math.sqrt(u*u+h*h),i=a[c]);else for(c=a.length-1;c>-1;c--)s=x[a[c]],l=b[a[c]],u=v.c2p(s)-_,h=y.c2p(l)-w,(f=Math.sqrt(u*u+h*h))<E&&(E=p=f,i=a[c]);return t.index=i,t.distance=E,t.dxy=p,void 0===i?[t]:[o(t,x,b,m)]},calcHover:o}},{\"../../lib\":735,\"../../registry\":866,\"../scatter/get_trace_color\":1150}],1200:[function(t,e,r){\"use strict\";var n=t(\"./hover\");e.exports={moduleType:\"trace\",name:\"scattergl\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"gl\",\"regl\",\"cartesian\",\"symbols\",\"errorBarsOK\",\"showLegend\",\"scatter-like\"],attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),crossTraceDefaults:t(\"../scatter/cross_trace_defaults\"),colorbar:t(\"../scatter/marker_colorbar\"),formatLabels:t(\"./format_labels\"),calc:t(\"./calc\"),plot:t(\"./plot\"),hoverPoints:n.hoverPoints,selectPoints:t(\"./select\"),meta:{}}},{\"../../plots/cartesian\":796,\"../scatter/cross_trace_defaults\":1146,\"../scatter/marker_colorbar\":1158,\"./attributes\":1191,\"./calc\":1192,\"./defaults\":1195,\"./format_labels\":1197,\"./hover\":1199,\"./plot\":1201,\"./select\":1203}],1201:[function(t,e,r){\"use strict\";var n=t(\"regl-scatter2d\"),a=t(\"regl-line2d\"),i=t(\"regl-error2d\"),o=t(\"gl-text\"),s=t(\"../../lib\"),l=t(\"../../components/dragelement/helpers\").selectMode,c=t(\"../../lib/prepare_regl\"),u=t(\"../scatter/subtypes\"),h=t(\"../scatter/link_traces\"),f=t(\"./edit_style\").styleTextSelection;function p(t,e,r){var n=t._size,a=t.width,i=t.height;return[n.l+e.domain[0]*n.w,n.b+r.domain[0]*n.h,a-n.r-(1-e.domain[1])*n.w,i-n.t-(1-r.domain[1])*n.h]}e.exports=function(t,e,r){if(r.length){var d,g,m=t._fullLayout,v=e._scene,y=e.xaxis,x=e.yaxis;if(v)if(c(t,[\"ANGLE_instanced_arrays\",\"OES_element_index_uint\"])){var b=v.count,_=m._glcanvas.data()[0].regl;if(h(t,e,r),v.dirty){if(!0===v.error2d&&(v.error2d=i(_)),!0===v.line2d&&(v.line2d=a(_)),!0===v.scatter2d&&(v.scatter2d=n(_)),!0===v.fill2d&&(v.fill2d=a(_)),!0===v.glText)for(v.glText=new Array(b),d=0;d<b;d++)v.glText[d]=new o(_);if(v.glText){if(b>v.glText.length){var w=b-v.glText.length;for(d=0;d<w;d++)v.glText.push(new o(_))}else if(b<v.glText.length){var T=v.glText.length-b;v.glText.splice(b,T).forEach((function(t){t.destroy()}))}for(d=0;d<b;d++)v.glText[d].update(v.textOptions[d])}if(v.line2d&&(v.line2d.update(v.lineOptions),v.lineOptions=v.lineOptions.map((function(t){if(t&&t.positions){for(var e=t.positions,r=0;r<e.length&&(isNaN(e[r])||isNaN(e[r+1]));)r+=2;for(var n=e.length-2;n>r&&(isNaN(e[n])||isNaN(e[n+1]));)n-=2;t.positions=e.slice(r,n+2)}return t})),v.line2d.update(v.lineOptions)),v.error2d){var k=(v.errorXOptions||[]).concat(v.errorYOptions||[]);v.error2d.update(k)}v.scatter2d&&v.scatter2d.update(v.markerOptions),v.fillOrder=s.repeat(null,b),v.fill2d&&(v.fillOptions=v.fillOptions.map((function(t,e){var n=r[e];if(t&&n&&n[0]&&n[0].trace){var a,i,o=n[0],s=o.trace,l=o.t,c=v.lineOptions[e],u=[];s._ownfill&&u.push(e),s._nexttrace&&u.push(e+1),u.length&&(v.fillOrder[e]=u);var h,f,p=[],d=c&&c.positions||l.positions;if(\"tozeroy\"===s.fill){for(h=0;h<d.length&&isNaN(d[h+1]);)h+=2;for(f=d.length-2;f>h&&isNaN(d[f+1]);)f-=2;0!==d[h+1]&&(p=[d[h],0]),p=p.concat(d.slice(h,f+2)),0!==d[f+1]&&(p=p.concat([d[f],0]))}else if(\"tozerox\"===s.fill){for(h=0;h<d.length&&isNaN(d[h]);)h+=2;for(f=d.length-2;f>h&&isNaN(d[f]);)f-=2;0!==d[h]&&(p=[0,d[h+1]]),p=p.concat(d.slice(h,f+2)),0!==d[f]&&(p=p.concat([0,d[f+1]]))}else if(\"toself\"===s.fill||\"tonext\"===s.fill){for(p=[],a=0,i=0;i<d.length;i+=2)(isNaN(d[i])||isNaN(d[i+1]))&&((p=p.concat(d.slice(a,i))).push(d[a],d[a+1]),a=i+2);p=p.concat(d.slice(a)),a&&p.push(d[a],d[a+1])}else{var g=s._nexttrace;if(g){var m=v.lineOptions[e+1];if(m){var y=m.positions;if(\"tonexty\"===s.fill){for(p=d.slice(),e=Math.floor(y.length/2);e--;){var x=y[2*e],b=y[2*e+1];isNaN(x)||isNaN(b)||p.push(x,b)}t.fill=g.fillcolor}}}}if(s._prevtrace&&\"tonext\"===s._prevtrace.fill){var _=v.lineOptions[e-1].positions,w=p.length/2,T=[a=w];for(i=0;i<_.length;i+=2)(isNaN(_[i])||isNaN(_[i+1]))&&(T.push(i/2+w+1),a=i+2);p=p.concat(_),t.hole=T}return t.fillmode=s.fill,t.opacity=s.opacity,t.positions=p,t}})),v.fill2d.update(v.fillOptions))}var M=m.dragmode,A=l(M),S=m.clickmode.indexOf(\"select\")>-1;for(d=0;d<b;d++){var E=r[d][0],C=E.trace,L=E.t,P=L.index,I=C._length,z=L.x,O=L.y;if(C.selectedpoints||A||S){if(A||(A=!0),C.selectedpoints){var D=v.selectBatch[P]=s.selIndices2selPoints(C),R={};for(g=0;g<D.length;g++)R[D[g]]=1;var F=[];for(g=0;g<I;g++)R[g]||F.push(g);v.unselectBatch[P]=F}var B=L.xpx=new Array(I),N=L.ypx=new Array(I);for(g=0;g<I;g++)B[g]=y.c2p(z[g]),N[g]=x.c2p(O[g])}else L.xpx=L.ypx=null}if(A){if(v.select2d||(v.select2d=n(m._glcanvas.data()[1].regl)),v.scatter2d){var j=new Array(b);for(d=0;d<b;d++)j[d]=v.selectBatch[d].length||v.unselectBatch[d].length?v.markerUnselectedOptions[d]:{};v.scatter2d.update(j)}v.select2d&&(v.select2d.update(v.markerOptions),v.select2d.update(v.markerSelectedOptions)),v.glText&&r.forEach((function(t){var e=((t||[])[0]||{}).trace||{};u.hasText(e)&&f(t)}))}else v.scatter2d&&v.scatter2d.update(v.markerOptions);var U={viewport:p(m,y,x),range:[(y._rl||y.range)[0],(x._rl||x.range)[0],(y._rl||y.range)[1],(x._rl||x.range)[1]]},V=s.repeat(U,v.count);v.fill2d&&v.fill2d.update(V),v.line2d&&v.line2d.update(V),v.error2d&&v.error2d.update(V.concat(V)),v.scatter2d&&v.scatter2d.update(V),v.select2d&&v.select2d.update(V),v.glText&&v.glText.forEach((function(t){t.update(U)}))}else v.init()}}},{\"../../components/dragelement/helpers\":620,\"../../lib\":735,\"../../lib/prepare_regl\":748,\"../scatter/link_traces\":1156,\"../scatter/subtypes\":1164,\"./edit_style\":1196,\"gl-text\":325,\"regl-error2d\":495,\"regl-line2d\":496,\"regl-scatter2d\":497}],1202:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t,e){var r=e._scene,a={count:0,dirty:!0,lineOptions:[],fillOptions:[],markerOptions:[],markerSelectedOptions:[],markerUnselectedOptions:[],errorXOptions:[],errorYOptions:[],textOptions:[],textSelectedOptions:[],textUnselectedOptions:[],selectBatch:[],unselectBatch:[]},i={fill2d:!1,scatter2d:!1,error2d:!1,line2d:!1,glText:!1,select2d:!1};return e._scene||((r=e._scene={}).init=function(){n.extendFlat(r,i,a)},r.init(),r.update=function(t){var e=n.repeat(t,r.count);if(r.fill2d&&r.fill2d.update(e),r.scatter2d&&r.scatter2d.update(e),r.line2d&&r.line2d.update(e),r.error2d&&r.error2d.update(e.concat(e)),r.select2d&&r.select2d.update(e),r.glText)for(var a=0;a<r.count;a++)r.glText[a].update(t)},r.draw=function(){for(var t=r.count,e=r.fill2d,a=r.error2d,i=r.line2d,o=r.scatter2d,s=r.glText,l=r.select2d,c=r.selectBatch,u=r.unselectBatch,h=0;h<t;h++){if(e&&r.fillOrder[h]&&e.draw(r.fillOrder[h]),i&&r.lineOptions[h]&&i.draw(h),a&&(r.errorXOptions[h]&&a.draw(h),r.errorYOptions[h]&&a.draw(h+t)),o&&r.markerOptions[h])if(u[h].length){var f=n.repeat([],r.count);f[h]=u[h],o.draw(f)}else 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n=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../../plots/template_attributes\").texttemplateAttrs,i=t(\"../scattergeo/attributes\"),o=t(\"../scatter/attributes\"),s=t(\"../../plots/mapbox/layout_attributes\"),l=t(\"../../plots/attributes\"),c=t(\"../../components/colorscale/attributes\"),u=t(\"../../lib/extend\").extendFlat,h=t(\"../../plot_api/edit_types\").overrideAll,f=i.line,p=i.marker;e.exports=h({lon:i.lon,lat:i.lat,mode:u({},o.mode,{dflt:\"markers\"}),text:u({},o.text,{}),texttemplate:a({editType:\"plot\"},{keys:[\"lat\",\"lon\",\"text\"]}),hovertext:u({},o.hovertext,{}),line:{color:f.color,width:f.width},connectgaps:o.connectgaps,marker:u({symbol:{valType:\"string\",dflt:\"circle\",arrayOk:!0},angle:{valType:\"number\",dflt:\"auto\",arrayOk:!0},allowoverlap:{valType:\"boolean\",dflt:!1},opacity:p.opacity,size:p.size,sizeref:p.sizeref,sizemin:p.sizemin,sizemode:p.sizemode},c(\"marker\")),fill:i.fill,fillcolor:o.fillcolor,textfont:s.layers.symbol.textfont,textposition:s.layers.symbol.textposition,below:{valType:\"string\"},selected:{marker:o.selected.marker},unselected:{marker:o.unselected.marker},hoverinfo:u({},l.hoverinfo,{flags:[\"lon\",\"lat\",\"text\",\"name\"]}),hovertemplate:n()},\"calc\",\"nested\")},{\"../../components/colorscale/attributes\":609,\"../../lib/extend\":726,\"../../plot_api/edit_types\":766,\"../../plots/attributes\":780,\"../../plots/mapbox/layout_attributes\":842,\"../../plots/template_attributes\":861,\"../scatter/attributes\":1140,\"../scattergeo/attributes\":1181}],1205:[function(t,e,r){\"use 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t.tubex=t.x,t.tubey=t.y,t.tubez=t.z,t.tubeu=e.traceCoordinate[3],t.tubev=e.traceCoordinate[4],t.tubew=e.traceCoordinate[5],t.norm=e.traceCoordinate[6],t.divergence=e.traceCoordinate[7],delete t.x,delete t.y,delete t.z,t},meta:{}}},{\"../../plots/gl3d\":825,\"./attributes\":1246,\"./calc\":1247,\"./convert\":1248,\"./defaults\":1249}],1251:[function(t,e,r){\"use strict\";var 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n=t(\"../../components/color\"),a=t(\"../../components/colorscale/attributes\"),i=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../../plots/attributes\"),s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/edit_types\").overrideAll;function c(t){return{show:{valType:\"boolean\",dflt:!1},start:{valType:\"number\",dflt:null,editType:\"plot\"},end:{valType:\"number\",dflt:null,editType:\"plot\"},size:{valType:\"number\",dflt:null,min:0,editType:\"plot\"},project:{x:{valType:\"boolean\",dflt:!1},y:{valType:\"boolean\",dflt:!1},z:{valType:\"boolean\",dflt:!1}},color:{valType:\"color\",dflt:n.defaultLine},usecolormap:{valType:\"boolean\",dflt:!1},width:{valType:\"number\",min:1,max:16,dflt:2},highlight:{valType:\"boolean\",dflt:!0},highlightcolor:{valType:\"color\",dflt:n.defaultLine},highlightwidth:{valType:\"number\",min:1,max:16,dflt:2}}}var u=e.exports=l(s({z:{valType:\"data_array\"},x:{valType:\"data_array\"},y:{valType:\"data_array\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertemplate:i(),connectgaps:{valType:\"boolean\",dflt:!1,editType:\"calc\"},surfacecolor:{valType:\"data_array\"}},a(\"\",{colorAttr:\"z or surfacecolor\",showScaleDflt:!0,autoColorDflt:!1,editTypeOverride:\"calc\"}),{contours:{x:c(),y:c(),z:c()},hidesurface:{valType:\"boolean\",dflt:!1},lightposition:{x:{valType:\"number\",min:-1e5,max:1e5,dflt:10},y:{valType:\"number\",min:-1e5,max:1e5,dflt:1e4},z:{valType:\"number\",min:-1e5,max:1e5,dflt:0}},lighting:{ambient:{valType:\"number\",min:0,max:1,dflt:.8},diffuse:{valType:\"number\",min:0,max:1,dflt:.8},specular:{valType:\"number\",min:0,max:2,dflt:.05},roughness:{valType:\"number\",min:0,max:1,dflt:.5},fresnel:{valType:\"number\",min:0,max:5,dflt:.2}},opacity:{valType:\"number\",min:0,max:1,dflt:1},opacityscale:{valType:\"any\",editType:\"calc\"},_deprecated:{zauto:s({},a.zauto,{}),zmin:s({},a.zmin,{}),zmax:s({},a.zmax,{})},hoverinfo:s({},o.hoverinfo),showlegend:s({},o.showlegend,{dflt:!1})}),\"calc\",\"nested\");u.x.editType=u.y.editType=u.z.editType=\"calc+clearAxisTypes\",u.transforms=void 0},{\"../../components/color\":602,\"../../components/colorscale/attributes\":609,\"../../lib/extend\":726,\"../../plot_api/edit_types\":766,\"../../plots/attributes\":780,\"../../plots/template_attributes\":861}],1264:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/calc\");e.exports=function(t,e){e.surfacecolor?n(t,e,{vals:e.surfacecolor,containerStr:\"\",cLetter:\"c\"}):n(t,e,{vals:e.z,containerStr:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/calc\":610}],1265:[function(t,e,r){\"use strict\";var n=t(\"gl-surface3d\"),a=t(\"ndarray\"),i=t(\"ndarray-homography\"),o=t(\"ndarray-fill\"),s=t(\"../../lib\").isArrayOrTypedArray,l=t(\"../../lib/gl_format_color\").parseColorScale,c=t(\"../../lib/str2rgbarray\"),u=t(\"../../components/colorscale\").extractOpts,h=t(\"../heatmap/interp2d\"),f=t(\"../heatmap/find_empties\");function p(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],this.contourStart=[null,null,null],this.contourEnd=[null,null,null],this.contourSize=[0,0,0],this.minValues=[1/0,1/0,1/0],this.maxValues=[-1/0,-1/0,-1/0],this.dataScaleX=1,this.dataScaleY=1,this.refineData=!0,this.objectOffset=[0,0,0]}var d=p.prototype;d.getXat=function(t,e,r,n){var a=s(this.data.x)?s(this.data.x[0])?this.data.x[e][t]:this.data.x[t]:t;return void 0===r?a:n.d2l(a,0,r)},d.getYat=function(t,e,r,n){var a=s(this.data.y)?s(this.data.y[0])?this.data.y[e][t]:this.data.y[e]:e;return void 0===r?a:n.d2l(a,0,r)},d.getZat=function(t,e,r,n){var a=this.data.z[e][t];return null===a&&this.data.connectgaps&&this.data._interpolatedZ&&(a=this.data._interpolatedZ[e][t]),void 0===r?a:n.d2l(a,0,r)},d.handlePick=function(t){if(t.object===this.surface){var e=(t.data.index[0]-1)/this.dataScaleX-1,r=(t.data.index[1]-1)/this.dataScaleY-1,n=Math.max(Math.min(Math.round(e),this.data.z[0].length-1),0),a=Math.max(Math.min(Math.round(r),this.data._ylength-1),0);t.index=[n,a],t.traceCoordinate=[this.getXat(n,a),this.getYat(n,a),this.getZat(n,a)],t.dataCoordinate=[this.getXat(n,a,this.data.xcalendar,this.scene.fullSceneLayout.xaxis),this.getYat(n,a,this.data.ycalendar,this.scene.fullSceneLayout.yaxis),this.getZat(n,a,this.data.zcalendar,this.scene.fullSceneLayout.zaxis)];for(var i=0;i<3;i++){var o=t.dataCoordinate[i];null!=o&&(t.dataCoordinate[i]*=this.scene.dataScale[i])}var s=this.data.hovertext||this.data.text;return Array.isArray(s)&&s[a]&&void 0!==s[a][n]?t.textLabel=s[a][n]:t.textLabel=s||\"\",t.data.dataCoordinate=t.dataCoordinate.slice(),this.surface.highlight(t.data),this.scene.glplot.spikes.position=t.dataCoordinate,!0}};var 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m(t,e){if(t<e)return 0;for(var r=0;0===Math.floor(t%e);)t/=e,r++;return r}function v(t){for(var e=[],r=0;r<g.length;r++){var n=g[r];e.push(m(t,n))}return e}function y(t){for(var e=v(t),r=t,n=0;n<g.length;n++)if(e[n]>0){r=g[n];break}return r}function x(t,e){if(!(t<1||e<1)){for(var r=v(t),n=v(e),a=1,i=0;i<g.length;i++)a*=Math.pow(g[i],Math.max(r[i],n[i]));return a}}d.calcXnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getXat(e-1,0),a=this.getXat(e,0);r[e-1]=a!==n&&null!=n&&null!=a?Math.abs(a-n):0}var i=0;for(e=1;e<t;e++)i+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(i/r[e-1]);return r},d.calcYnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getYat(0,e-1),a=this.getYat(0,e);r[e-1]=a!==n&&null!=n&&null!=a?Math.abs(a-n):0}var i=0;for(e=1;e<t;e++)i+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(i/r[e-1]);return r};var b=[1,2,4,6,12,24,36,48,60,120,180,240,360,720,840,1260],_=b[9],w=b[13];function T(t,e){for(var r=!1,n=0;n<t.length;n++)if(e===t[n]){r=!0;break}!1===r&&t.push(e)}d.estimateScale=function(t,e){for(var r=1+function(t){if(0!==t.length){for(var e=1,r=0;r<t.length;r++)e=x(e,t[r]);return e}}(0===e?this.calcXnums(t):this.calcYnums(t));r<_;)r*=2;for(;r>w;)r--,r/=y(r),++r<_&&(r=w);var n=Math.round(r/t);return n>1?n:1},d.refineCoords=function(t){for(var e=this.dataScaleX,r=this.dataScaleY,n=t[0].shape[0],o=t[0].shape[1],s=0|Math.floor(t[0].shape[0]*e+1),l=0|Math.floor(t[0].shape[1]*r+1),c=1+n+1,u=1+o+1,h=a(new Float32Array(c*u),[c,u]),f=0;f<t.length;++f){this.surface.padField(h,t[f]);var p=a(new Float32Array(s*l),[s,l]);i(p,h,[e,0,0,0,r,0,0,0,1]),t[f]=p}},d.setContourLevels=function(){var t,e,r,n=[[],[],[]],a=[!1,!1,!1],i=!1;for(t=0;t<3;++t)if(this.showContour[t]&&(i=!0,this.contourSize[t]>0&&null!==this.contourStart[t]&&null!==this.contourEnd[t]&&this.contourEnd[t]>this.contourStart[t]))for(a[t]=!0,e=this.contourStart[t];e<this.contourEnd[t];e+=this.contourSize[t])r=e*this.scene.dataScale[t],T(n[t],r);if(i){var o=[[],[],[]];for(t=0;t<3;++t)this.showContour[t]&&(o[t]=a[t]?n[t]:this.scene.contourLevels[t]);this.surface.update({levels:o})}},d.update=function(t){var e,r,n,i,s=this.scene,p=s.fullSceneLayout,d=this.surface,g=t.opacity,m=l(t,g),v=s.dataScale,y=t.z[0].length,x=t._ylength,b=s.contourLevels;this.data=t;var _=[];for(e=0;e<3;e++)for(_[e]=[],r=0;r<y;r++)_[e][r]=[];for(r=0;r<y;r++)for(n=0;n<x;n++)_[0][r][n]=this.getXat(r,n,t.xcalendar,p.xaxis),_[1][r][n]=this.getYat(r,n,t.ycalendar,p.yaxis),_[2][r][n]=this.getZat(r,n,t.zcalendar,p.zaxis);if(t.connectgaps)for(t._emptypoints=f(_[2]),h(_[2],t._emptypoints),t._interpolatedZ=[],r=0;r<y;r++)for(t._interpolatedZ[r]=[],n=0;n<x;n++)t._interpolatedZ[r][n]=_[2][r][n];for(e=0;e<3;e++)for(r=0;r<y;r++)for(n=0;n<x;n++)null==(i=_[e][r][n])?_[e][r][n]=NaN:i=_[e][r][n]*=v[e];for(e=0;e<3;e++)for(r=0;r<y;r++)for(n=0;n<x;n++)null!=(i=_[e][r][n])&&(this.minValues[e]>i&&(this.minValues[e]=i),this.maxValues[e]<i&&(this.maxValues[e]=i));for(e=0;e<3;e++)this.objectOffset[e]=.5*(this.minValues[e]+this.maxValues[e]);for(e=0;e<3;e++)for(r=0;r<y;r++)for(n=0;n<x;n++)null!=(i=_[e][r][n])&&(_[e][r][n]-=this.objectOffset[e]);var T=[a(new Float32Array(y*x),[y,x]),a(new Float32Array(y*x),[y,x]),a(new Float32Array(y*x),[y,x])];o(T[0],(function(t,e){return _[0][t][e]})),o(T[1],(function(t,e){return _[1][t][e]})),o(T[2],(function(t,e){return _[2][t][e]})),_=[];var k={colormap:m,levels:[[],[],[]],showContour:[!0,!0,!0],showSurface:!t.hidesurface,contourProject:[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],contourWidth:[1,1,1],contourColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],contourTint:[1,1,1],dynamicColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],dynamicWidth:[1,1,1],dynamicTint:[1,1,1],opacityscale:t.opacityscale,opacity:t.opacity},M=u(t);if(k.intensityBounds=[M.min,M.max],t.surfacecolor){var A=a(new Float32Array(y*x),[y,x]);o(A,(function(e,r){return t.surfacecolor[r][e]})),T.push(A)}else k.intensityBounds[0]*=v[2],k.intensityBounds[1]*=v[2];(w<T[0].shape[0]||w<T[0].shape[1])&&(this.refineData=!1),!0===this.refineData&&(this.dataScaleX=this.estimateScale(T[0].shape[0],0),this.dataScaleY=this.estimateScale(T[0].shape[1],1),1===this.dataScaleX&&1===this.dataScaleY||this.refineCoords(T)),t.surfacecolor&&(k.intensity=T.pop());var S=[!0,!0,!0],E=[\"x\",\"y\",\"z\"];for(e=0;e<3;++e){var C=t.contours[E[e]];S[e]=C.highlight,k.showContour[e]=C.show||C.highlight,k.showContour[e]&&(k.contourProject[e]=[C.project.x,C.project.y,C.project.z],C.show?(this.showContour[e]=!0,k.levels[e]=b[e],d.highlightColor[e]=k.contourColor[e]=c(C.color),C.usecolormap?d.highlightTint[e]=k.contourTint[e]=0:d.highlightTint[e]=k.contourTint[e]=1,k.contourWidth[e]=C.width,this.contourStart[e]=C.start,this.contourEnd[e]=C.end,this.contourSize[e]=C.size):(this.showContour[e]=!1,this.contourStart[e]=null,this.contourEnd[e]=null,this.contourSize[e]=0),C.highlight&&(k.dynamicColor[e]=c(C.highlightcolor),k.dynamicWidth[e]=C.highlightwidth))}(function(t){var e=t[0].rgb,r=t[t.length-1].rgb;return e[0]===r[0]&&e[1]===r[1]&&e[2]===r[2]&&e[3]===r[3]})(m)&&(k.vertexColor=!0),k.objectOffset=this.objectOffset,k.coords=T,d.update(k),d.visible=t.visible,d.enableDynamic=S,d.enableHighlight=S,d.snapToData=!0,\"lighting\"in t&&(d.ambientLight=t.lighting.ambient,d.diffuseLight=t.lighting.diffuse,d.specularLight=t.lighting.specular,d.roughness=t.lighting.roughness,d.fresnel=t.lighting.fresnel),\"lightposition\"in t&&(d.lightPosition=[t.lightposition.x,t.lightposition.y,t.lightposition.z]),g&&g<1&&(d.supportsTransparency=!0)},d.dispose=function(){this.scene.glplot.remove(this.surface),this.surface.dispose()},e.exports=function(t,e){var r=t.glplot.gl,a=n({gl:r}),i=new p(t,a,e.uid);return a._trace=i,i.update(e),t.glplot.add(a),i}},{\"../../components/colorscale\":614,\"../../lib\":735,\"../../lib/gl_format_color\":732,\"../../lib/str2rgbarray\":758,\"../heatmap/find_empties\":1026,\"../heatmap/interp2d\":1029,\"gl-surface3d\":324,ndarray:455,\"ndarray-fill\":445,\"ndarray-homography\":447}],1266:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),a=t(\"../../lib\"),i=t(\"../../components/colorscale/defaults\"),o=t(\"./attributes\");function s(t,e,r,n){var a=n(\"opacityscale\");\"max\"===a?e.opacityscale=[[0,.1],[1,1]]:\"min\"===a?e.opacityscale=[[0,1],[1,.1]]:\"extremes\"===a?e.opacityscale=function(t,e){for(var r=[],n=0;n<32;n++){var a=n/31,i=e+(1-e)*(1-Math.pow(Math.sin(t*a*Math.PI),2));r.push([a,Math.max(0,Math.min(1,i))])}return r}(1,.1):function(t){var e=0;if(!Array.isArray(t)||t.length<2)return!1;if(!t[0]||!t[t.length-1])return!1;if(0!=+t[0][0]||1!=+t[t.length-1][0])return!1;for(var r=0;r<t.length;r++){var n=t[r];if(2!==n.length||+n[0]<e)return!1;e=+n[0]}return!0}(a)||(e.opacityscale=void 0)}function l(t,e,r){e in t&&!(r in t)&&(t[r]=t[e])}e.exports={supplyDefaults:function(t,e,r,c){var u,h;function f(r,n){return a.coerce(t,e,o,r,n)}var 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n=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../../plots/template_attributes\").texttemplateAttrs,i=t(\"../../components/colorscale/attributes\"),o=t(\"../../plots/domain\").attributes,s=t(\"../pie/attributes\"),l=t(\"../sunburst/attributes\"),c=t(\"./constants\"),u=t(\"../../lib/extend\").extendFlat;e.exports={labels:l.labels,parents:l.parents,values:l.values,branchvalues:l.branchvalues,count:l.count,level:l.level,maxdepth:l.maxdepth,tiling:{packing:{valType:\"enumerated\",values:[\"squarify\",\"binary\",\"dice\",\"slice\",\"slice-dice\",\"dice-slice\"],dflt:\"squarify\",editType:\"plot\"},squarifyratio:{valType:\"number\",min:1,dflt:1,editType:\"plot\"},flip:{valType:\"flaglist\",flags:[\"x\",\"y\"],dflt:\"\",editType:\"plot\"},pad:{valType:\"number\",min:0,dflt:3,editType:\"plot\"},editType:\"calc\"},marker:u({pad:{t:{valType:\"number\",min:0,editType:\"plot\"},l:{valType:\"number\",min:0,editType:\"plot\"},r:{valType:\"number\",min:0,editType:\"plot\"},b:{valType:\"number\",min:0,editType:\"plot\"},editType:\"calc\"},colors:l.marker.colors,depthfade:{valType:\"enumerated\",values:[!0,!1,\"reversed\"],editType:\"style\"},line:l.marker.line,editType:\"calc\"},i(\"marker\",{colorAttr:\"colors\",anim:!1})),pathbar:{visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},side:{valType:\"enumerated\",values:[\"top\",\"bottom\"],dflt:\"top\",editType:\"plot\"},edgeshape:{valType:\"enumerated\",values:[\">\",\"<\",\"|\",\"/\",\"\\\\\"],dflt:\">\",editType:\"plot\"},thickness:{valType:\"number\",min:12,editType:\"plot\"},textfont:u({},s.textfont,{}),editType:\"calc\"},text:s.text,textinfo:l.textinfo,texttemplate:a({editType:\"plot\"},{keys:c.eventDataKeys.concat([\"label\",\"value\"])}),hovertext:s.hovertext,hoverinfo:l.hoverinfo,hovertemplate:n({},{keys:c.eventDataKeys}),textfont:s.textfont,insidetextfont:s.insidetextfont,outsidetextfont:u({},s.outsidetextfont,{}),textposition:{valType:\"enumerated\",values:[\"top 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n=t(\"d3\"),a=t(\"../../lib\"),i=t(\"../../components/drawing\"),o=t(\"../../lib/svg_text_utils\"),s=t(\"./partition\"),l=t(\"./style\").styleOne,c=t(\"./constants\"),u=t(\"../sunburst/helpers\"),h=t(\"../sunburst/fx\"),f=t(\"../sunburst/plot\").formatSliceLabel;e.exports=function(t,e,r,p,d){var g=d.width,m=d.height,v=d.viewX,y=d.viewY,x=d.pathSlice,b=d.toMoveInsideSlice,_=d.strTransform,w=d.hasTransition,T=d.handleSlicesExit,k=d.makeUpdateSliceInterpolator,M=d.makeUpdateTextInterpolator,A=d.prevEntry,S=t._fullLayout,E=e[0].trace,C=-1!==E.textposition.indexOf(\"left\"),L=-1!==E.textposition.indexOf(\"right\"),P=-1!==E.textposition.indexOf(\"bottom\"),I=!P&&!E.marker.pad.t||P&&!E.marker.pad.b,z=s(r,[g,m],{packing:E.tiling.packing,squarifyratio:E.tiling.squarifyratio,flipX:E.tiling.flip.indexOf(\"x\")>-1,flipY:E.tiling.flip.indexOf(\"y\")>-1,pad:{inner:E.tiling.pad,top:E.marker.pad.t,left:E.marker.pad.l,right:E.marker.pad.r,bottom:E.marker.pad.b}}).descendants(),O=1/0,D=-1/0;z.forEach((function(t){var e=t.depth;e>=E._maxDepth?(t.x0=t.x1=(t.x0+t.x1)/2,t.y0=t.y1=(t.y0+t.y1)/2):(O=Math.min(O,e),D=Math.max(D,e))})),p=p.data(z,u.getPtId),E._maxVisibleLayers=isFinite(D)?D-O+1:0,p.enter().append(\"g\").classed(\"slice\",!0),T(p,!1,{},[g,m],x),p.order();var R=null;if(w&&A){var 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strict\";e.exports={attributes:t(\"./attributes\"),layoutAttributes:t(\"./layout_attributes\"),supplyDefaults:t(\"./defaults\"),crossTraceDefaults:t(\"../box/defaults\").crossTraceDefaults,supplyLayoutDefaults:t(\"./layout_defaults\"),calc:t(\"./calc\"),crossTraceCalc:t(\"./cross_trace_calc\"),plot:t(\"./plot\"),style:t(\"./style\"),styleOnSelect:t(\"../scatter/style\").styleOnSelect,hoverPoints:t(\"./hover\"),selectPoints:t(\"../box/select\"),moduleType:\"trace\",name:\"violin\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"cartesian\",\"svg\",\"symbols\",\"oriented\",\"box-violin\",\"showLegend\",\"violinLayout\",\"zoomScale\"],meta:{}}},{\"../../plots/cartesian\":796,\"../box/defaults\":904,\"../box/select\":911,\"../scatter/style\":1163,\"./attributes\":1290,\"./calc\":1291,\"./cross_trace_calc\":1292,\"./defaults\":1293,\"./hover\":1295,\"./layout_attributes\":1297,\"./layout_defaults\":1298,\"./plot\":1299,\"./style\":1300}],1297:[function(t,e,r){\"use strict\";var 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        "        });\n",
        "        require(['plotly'], function(Plotly) {\n",
        "            window._Plotly = Plotly;\n",
@@ -4396,10 +4662,7 @@
        },
        "data": [
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "species=setosa<br>sepal_width=%{x}<br>sepal_length=%{y}",
+         "hovertemplate": "species=setosa<br>sepal_width=%{x}<br>sepal_length=%{y}<extra></extra>",
          "legendgroup": "setosa",
          "marker": {
           "color": "#636efa",
@@ -4517,10 +4780,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "species=versicolor<br>sepal_width=%{x}<br>sepal_length=%{y}",
+         "hovertemplate": "species=versicolor<br>sepal_width=%{x}<br>sepal_length=%{y}<extra></extra>",
          "legendgroup": "versicolor",
          "marker": {
           "color": "#EF553B",
@@ -4638,10 +4898,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "species=virginica<br>sepal_width=%{x}<br>sepal_length=%{y}",
+         "hovertemplate": "species=virginica<br>sepal_width=%{x}<br>sepal_length=%{y}<extra></extra>",
          "legendgroup": "virginica",
          "marker": {
           "color": "#00cc96",
@@ -5600,20 +5857,20 @@
        "<div>\n",
        "        \n",
        "        \n",
-       "            <div id=\"d810386b-48d4-4e1d-97bd-367e54db5c12\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+       "            <div id=\"c696ddcc-1168-44c6-b90f-3a71601488d9\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
        "            <script type=\"text/javascript\">\n",
        "                require([\"plotly\"], function(Plotly) {\n",
        "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
        "                    \n",
-       "                if (document.getElementById(\"d810386b-48d4-4e1d-97bd-367e54db5c12\")) {\n",
+       "                if (document.getElementById(\"c696ddcc-1168-44c6-b90f-3a71601488d9\")) {\n",
        "                    Plotly.newPlot(\n",
-       "                        'd810386b-48d4-4e1d-97bd-367e54db5c12',\n",
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+       "                        'c696ddcc-1168-44c6-b90f-3a71601488d9',\n",
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\"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"xaxis\": {\"anchor\": \"y\", \"domain\": [0.0, 1.0], \"title\": {\"text\": \"sepal_width\"}}, \"yaxis\": {\"anchor\": \"x\", \"domain\": [0.0, 1.0], \"title\": {\"text\": \"sepal_length\"}}},\n",
        "                        {\"responsive\": true}\n",
        "                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('d810386b-48d4-4e1d-97bd-367e54db5c12');\n",
+       "var gd = document.getElementById('c696ddcc-1168-44c6-b90f-3a71601488d9');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -5664,7 +5921,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
@@ -5675,10 +5932,7 @@
        },
        "data": [
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "species=setosa<br>sepal_width=%{x}<br>sepal_length=%{y}",
+         "hovertemplate": "species=setosa<br>sepal_width=%{x}<br>sepal_length=%{y}<extra></extra>",
          "legendgroup": "setosa",
          "marker": {
           "color": "#636efa",
@@ -5798,10 +6052,7 @@
         {
          "alignmentgroup": "True",
          "bingroup": "x",
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "species=setosa<br>sepal_width=%{x}<br>count=%{y}",
+         "hovertemplate": "species=setosa<br>sepal_width=%{x}<br>count=%{y}<extra></extra>",
          "legendgroup": "setosa",
          "marker": {
           "color": "#636efa"
@@ -5870,11 +6121,8 @@
          "alignmentgroup": "True",
          "boxpoints": "all",
          "fillcolor": "rgba(255,255,255,0)",
-         "hoverlabel": {
-          "namelength": 0
-         },
          "hoveron": "points",
-         "hovertemplate": "species=setosa<br>sepal_length=%{y}",
+         "hovertemplate": "species=setosa<br>sepal_length=%{y}<extra></extra>",
          "jitter": 0,
          "legendgroup": "setosa",
          "line": {
@@ -5944,10 +6192,7 @@
          "yaxis": "y2"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "species=versicolor<br>sepal_width=%{x}<br>sepal_length=%{y}",
+         "hovertemplate": "species=versicolor<br>sepal_width=%{x}<br>sepal_length=%{y}<extra></extra>",
          "legendgroup": "versicolor",
          "marker": {
           "color": "#EF553B",
@@ -6067,10 +6312,7 @@
         {
          "alignmentgroup": "True",
          "bingroup": "x",
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "species=versicolor<br>sepal_width=%{x}<br>count=%{y}",
+         "hovertemplate": "species=versicolor<br>sepal_width=%{x}<br>count=%{y}<extra></extra>",
          "legendgroup": "versicolor",
          "marker": {
           "color": "#EF553B"
@@ -6139,11 +6381,8 @@
          "alignmentgroup": "True",
          "boxpoints": "all",
          "fillcolor": "rgba(255,255,255,0)",
-         "hoverlabel": {
-          "namelength": 0
-         },
          "hoveron": "points",
-         "hovertemplate": "species=versicolor<br>sepal_length=%{y}",
+         "hovertemplate": "species=versicolor<br>sepal_length=%{y}<extra></extra>",
          "jitter": 0,
          "legendgroup": "versicolor",
          "line": {
@@ -6213,10 +6452,7 @@
          "yaxis": "y2"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "species=virginica<br>sepal_width=%{x}<br>sepal_length=%{y}",
+         "hovertemplate": "species=virginica<br>sepal_width=%{x}<br>sepal_length=%{y}<extra></extra>",
          "legendgroup": "virginica",
          "marker": {
           "color": "#00cc96",
@@ -6336,10 +6572,7 @@
         {
          "alignmentgroup": "True",
          "bingroup": "x",
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "species=virginica<br>sepal_width=%{x}<br>count=%{y}",
+         "hovertemplate": "species=virginica<br>sepal_width=%{x}<br>count=%{y}<extra></extra>",
          "legendgroup": "virginica",
          "marker": {
           "color": "#00cc96"
@@ -6408,11 +6641,8 @@
          "alignmentgroup": "True",
          "boxpoints": "all",
          "fillcolor": "rgba(255,255,255,0)",
-         "hoverlabel": {
-          "namelength": 0
-         },
          "hoveron": "points",
-         "hovertemplate": "species=virginica<br>sepal_length=%{y}",
+         "hovertemplate": "species=virginica<br>sepal_length=%{y}<extra></extra>",
          "jitter": 0,
          "legendgroup": "virginica",
          "line": {
@@ -7392,20 +7622,20 @@
        "<div>\n",
        "        \n",
        "        \n",
-       "            <div id=\"f518bfc1-d75d-4606-81cf-ce3e7d6b923a\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+       "            <div id=\"d97507c1-7674-4b94-8489-25bfde83d039\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
        "            <script type=\"text/javascript\">\n",
        "                require([\"plotly\"], function(Plotly) {\n",
        "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
        "                    \n",
-       "                if (document.getElementById(\"f518bfc1-d75d-4606-81cf-ce3e7d6b923a\")) {\n",
+       "                if (document.getElementById(\"d97507c1-7674-4b94-8489-25bfde83d039\")) {\n",
        "                    Plotly.newPlot(\n",
-       "                        'f518bfc1-d75d-4606-81cf-ce3e7d6b923a',\n",
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-0.0612781<br>R<sup>2</sup>=0.767496<br><br>smoker=No<br>time=Dinner<br>day=Sat<br>total_bill=%{x}<br>tip=%{y} <b>(trend)</b>\", \"legendgroup\": \"No\", \"marker\": {\"color\": \"#636efa\", \"symbol\": \"circle\"}, \"mode\": \"lines\", \"name\": \"No\", \"showlegend\": false, \"type\": \"scatter\", \"x\": [7.25, 9.55, 10.07, 10.51, 10.77, 11.61, 12.02, 12.69, 13.28, 13.37, 14.0, 14.73, 15.06, 15.77, 16.04, 16.31, 16.45, 16.93, 17.07, 17.59, 17.78, 17.81, 17.82, 17.92, 18.24, 18.35, 18.69, 19.65, 19.82, 20.08, 20.23, 20.29, 20.45, 20.65, 20.69, 20.92, 21.7, 24.06, 26.41, 29.03, 31.27, 35.83, 39.42, 48.27, 48.33], \"xaxis\": \"x3\", \"y\": [1.1054633239385225, 1.475601984301194, 1.559285507513624, 1.6300946425395264, 1.6719364041457414, 1.8071174801042822, 1.8730987195602367, 1.9809217206224061, 2.075870333498048, 2.0903540202078914, 2.1917398271767974, 2.309218619378863, 2.3623254706482895, 2.476585665803723, 2.5200367259332537, 2.5634877860627845, 2.586017965389208, 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{\"color\": \"#EF553B\", \"symbol\": \"circle\"}, \"mode\": \"markers\", \"name\": \"Yes\", \"showlegend\": false, \"type\": \"scatter\", \"x\": [17.51, 7.25, 31.85, 16.82, 32.9, 17.89, 14.48, 9.6, 34.63, 34.65, 23.33, 45.35, 23.17, 40.55, 20.9, 30.46, 18.15, 23.1, 15.69], \"xaxis\": \"x4\", \"y\": [3.0, 5.15, 3.18, 4.0, 3.11, 2.0, 2.0, 4.0, 3.55, 3.68, 5.65, 3.5, 6.5, 3.0, 3.5, 2.0, 3.5, 4.0, 1.5], \"yaxis\": \"y4\"}, {\"hoverlabel\": {\"namelength\": 0}, \"hovertemplate\": \"<b>OLS trendline</b><br>tip = -0.0107171 * total_bill + 3.77534<br>R<sup>2</sup>=0.007875<br><br>smoker=Yes<br>time=Dinner<br>day=Sun<br>total_bill=%{x}<br>tip=%{y} <b>(trend)</b>\", \"legendgroup\": \"Yes\", \"marker\": {\"color\": \"#EF553B\", \"symbol\": \"circle\"}, \"mode\": \"lines\", \"name\": \"Yes\", \"showlegend\": false, \"type\": \"scatter\", \"x\": [7.25, 9.6, 14.48, 15.69, 16.82, 17.51, 17.89, 18.15, 20.9, 23.1, 23.17, 23.33, 30.46, 31.85, 32.9, 34.63, 34.65, 40.55, 45.35], \"xaxis\": \"x4\", \"y\": 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+       "                        'd7e24c79-803d-4799-87da-3d311444ddad',\n",
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        "                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('ee332fcc-c11d-4481-b3bb-94822567de86');\n",
+       "var gd = document.getElementById('d7e24c79-803d-4799-87da-3d311444ddad');\n",
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        "        var display = window.getComputedStyle(gd).display;\n",
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@@ -12385,10 +12523,7 @@
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-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "species=setosa<br>%{xaxis.title.text}=%{x}<br>%{yaxis.title.text}=%{y}",
+         "hovertemplate": "species=setosa<br>%{xaxis.title.text}=%{x}<br>%{yaxis.title.text}=%{y}<extra></extra>",
          "legendgroup": "setosa",
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@@ -12633,10 +12768,7 @@
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-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "species=versicolor<br>%{xaxis.title.text}=%{x}<br>%{yaxis.title.text}=%{y}",
+         "hovertemplate": "species=versicolor<br>%{xaxis.title.text}=%{x}<br>%{yaxis.title.text}=%{y}<extra></extra>",
          "legendgroup": "versicolor",
          "marker": {
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@@ -12881,10 +13013,7 @@
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-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "species=virginica<br>%{xaxis.title.text}=%{x}<br>%{yaxis.title.text}=%{y}",
+         "hovertemplate": "species=virginica<br>%{xaxis.title.text}=%{x}<br>%{yaxis.title.text}=%{y}<extra></extra>",
          "legendgroup": "virginica",
          "marker": {
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@@ -13717,20 +13846,20 @@
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        "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
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-       "                if (document.getElementById(\"27d2cd37-42cf-459e-a433-95ae25e607fa\")) {\n",
+       "                if (document.getElementById(\"30222f66-1389-4427-9ace-b1a120c03472\")) {\n",
        "                    Plotly.newPlot(\n",
-       "                        '27d2cd37-42cf-459e-a433-95ae25e607fa',\n",
-       "                        [{\"dimensions\": [{\"axis\": {\"matches\": true}, \"label\": \"sepal_width\", \"values\": [3.5, 3.0, 3.2, 3.1, 3.6, 3.9, 3.4, 3.4, 2.9, 3.1, 3.7, 3.4, 3.0, 3.0, 4.0, 4.4, 3.9, 3.5, 3.8, 3.8, 3.4, 3.7, 3.6, 3.3, 3.4, 3.0, 3.4, 3.5, 3.4, 3.2, 3.1, 3.4, 4.1, 4.2, 3.1, 3.2, 3.5, 3.1, 3.0, 3.4, 3.5, 2.3, 3.2, 3.5, 3.8, 3.0, 3.8, 3.2, 3.7, 3.3]}, {\"axis\": {\"matches\": true}, \"label\": \"sepal_length\", \"values\": [5.1, 4.9, 4.7, 4.6, 5.0, 5.4, 4.6, 5.0, 4.4, 4.9, 5.4, 4.8, 4.8, 4.3, 5.8, 5.7, 5.4, 5.1, 5.7, 5.1, 5.4, 5.1, 4.6, 5.1, 4.8, 5.0, 5.0, 5.2, 5.2, 4.7, 4.8, 5.4, 5.2, 5.5, 4.9, 5.0, 5.5, 4.9, 4.4, 5.1, 5.0, 4.5, 4.4, 5.0, 5.1, 4.8, 5.1, 4.6, 5.3, 5.0]}, {\"axis\": {\"matches\": true}, \"label\": \"petal_width\", \"values\": [0.2, 0.2, 0.2, 0.2, 0.2, 0.4, 0.3, 0.2, 0.2, 0.1, 0.2, 0.2, 0.1, 0.1, 0.2, 0.4, 0.4, 0.3, 0.3, 0.3, 0.2, 0.4, 0.2, 0.5, 0.2, 0.2, 0.4, 0.2, 0.2, 0.2, 0.2, 0.4, 0.1, 0.2, 0.1, 0.2, 0.2, 0.1, 0.2, 0.2, 0.3, 0.3, 0.2, 0.6, 0.4, 0.3, 0.2, 0.2, 0.2, 0.2]}, {\"axis\": {\"matches\": true}, \"label\": \"petal_length\", \"values\": [1.4, 1.4, 1.3, 1.5, 1.4, 1.7, 1.4, 1.5, 1.4, 1.5, 1.5, 1.6, 1.4, 1.1, 1.2, 1.5, 1.3, 1.4, 1.7, 1.5, 1.7, 1.5, 1.0, 1.7, 1.9, 1.6, 1.6, 1.5, 1.4, 1.6, 1.6, 1.5, 1.5, 1.4, 1.5, 1.2, 1.3, 1.5, 1.3, 1.5, 1.3, 1.3, 1.3, 1.6, 1.9, 1.4, 1.6, 1.4, 1.5, 1.4]}], \"hoverlabel\": {\"namelength\": 0}, \"hovertemplate\": \"species=setosa<br>%{xaxis.title.text}=%{x}<br>%{yaxis.title.text}=%{y}\", \"legendgroup\": \"setosa\", \"marker\": {\"color\": \"#636efa\", \"symbol\": \"circle\"}, \"name\": \"setosa\", \"showlegend\": true, \"type\": \"splom\"}, {\"dimensions\": [{\"axis\": {\"matches\": true}, \"label\": \"sepal_width\", \"values\": [3.2, 3.2, 3.1, 2.3, 2.8, 2.8, 3.3, 2.4, 2.9, 2.7, 2.0, 3.0, 2.2, 2.9, 2.9, 3.1, 3.0, 2.7, 2.2, 2.5, 3.2, 2.8, 2.5, 2.8, 2.9, 3.0, 2.8, 3.0, 2.9, 2.6, 2.4, 2.4, 2.7, 2.7, 3.0, 3.4, 3.1, 2.3, 3.0, 2.5, 2.6, 3.0, 2.6, 2.3, 2.7, 3.0, 2.9, 2.9, 2.5, 2.8]}, {\"axis\": {\"matches\": true}, \"label\": \"sepal_length\", \"values\": [7.0, 6.4, 6.9, 5.5, 6.5, 5.7, 6.3, 4.9, 6.6, 5.2, 5.0, 5.9, 6.0, 6.1, 5.6, 6.7, 5.6, 5.8, 6.2, 5.6, 5.9, 6.1, 6.3, 6.1, 6.4, 6.6, 6.8, 6.7, 6.0, 5.7, 5.5, 5.5, 5.8, 6.0, 5.4, 6.0, 6.7, 6.3, 5.6, 5.5, 5.5, 6.1, 5.8, 5.0, 5.6, 5.7, 5.7, 6.2, 5.1, 5.7]}, {\"axis\": {\"matches\": true}, \"label\": \"petal_width\", \"values\": [1.4, 1.5, 1.5, 1.3, 1.5, 1.3, 1.6, 1.0, 1.3, 1.4, 1.0, 1.5, 1.0, 1.4, 1.3, 1.4, 1.5, 1.0, 1.5, 1.1, 1.8, 1.3, 1.5, 1.2, 1.3, 1.4, 1.4, 1.7, 1.5, 1.0, 1.1, 1.0, 1.2, 1.6, 1.5, 1.6, 1.5, 1.3, 1.3, 1.3, 1.2, 1.4, 1.2, 1.0, 1.3, 1.2, 1.3, 1.3, 1.1, 1.3]}, {\"axis\": {\"matches\": true}, \"label\": \"petal_length\", \"values\": [4.7, 4.5, 4.9, 4.0, 4.6, 4.5, 4.7, 3.3, 4.6, 3.9, 3.5, 4.2, 4.0, 4.7, 3.6, 4.4, 4.5, 4.1, 4.5, 3.9, 4.8, 4.0, 4.9, 4.7, 4.3, 4.4, 4.8, 5.0, 4.5, 3.5, 3.8, 3.7, 3.9, 5.1, 4.5, 4.5, 4.7, 4.4, 4.1, 4.0, 4.4, 4.6, 4.0, 3.3, 4.2, 4.2, 4.2, 4.3, 3.0, 4.1]}], \"hoverlabel\": {\"namelength\": 0}, \"hovertemplate\": \"species=versicolor<br>%{xaxis.title.text}=%{x}<br>%{yaxis.title.text}=%{y}\", \"legendgroup\": \"versicolor\", \"marker\": {\"color\": \"#EF553B\", \"symbol\": \"circle\"}, \"name\": \"versicolor\", \"showlegend\": true, \"type\": \"splom\"}, {\"dimensions\": [{\"axis\": {\"matches\": true}, \"label\": \"sepal_width\", \"values\": [3.3, 2.7, 3.0, 2.9, 3.0, 3.0, 2.5, 2.9, 2.5, 3.6, 3.2, 2.7, 3.0, 2.5, 2.8, 3.2, 3.0, 3.8, 2.6, 2.2, 3.2, 2.8, 2.8, 2.7, 3.3, 3.2, 2.8, 3.0, 2.8, 3.0, 2.8, 3.8, 2.8, 2.8, 2.6, 3.0, 3.4, 3.1, 3.0, 3.1, 3.1, 3.1, 2.7, 3.2, 3.3, 3.0, 2.5, 3.0, 3.4, 3.0]}, {\"axis\": {\"matches\": true}, \"label\": \"sepal_length\", \"values\": [6.3, 5.8, 7.1, 6.3, 6.5, 7.6, 4.9, 7.3, 6.7, 7.2, 6.5, 6.4, 6.8, 5.7, 5.8, 6.4, 6.5, 7.7, 7.7, 6.0, 6.9, 5.6, 7.7, 6.3, 6.7, 7.2, 6.2, 6.1, 6.4, 7.2, 7.4, 7.9, 6.4, 6.3, 6.1, 7.7, 6.3, 6.4, 6.0, 6.9, 6.7, 6.9, 5.8, 6.8, 6.7, 6.7, 6.3, 6.5, 6.2, 5.9]}, {\"axis\": {\"matches\": true}, \"label\": \"petal_width\", \"values\": [2.5, 1.9, 2.1, 1.8, 2.2, 2.1, 1.7, 1.8, 1.8, 2.5, 2.0, 1.9, 2.1, 2.0, 2.4, 2.3, 1.8, 2.2, 2.3, 1.5, 2.3, 2.0, 2.0, 1.8, 2.1, 1.8, 1.8, 1.8, 2.1, 1.6, 1.9, 2.0, 2.2, 1.5, 1.4, 2.3, 2.4, 1.8, 1.8, 2.1, 2.4, 2.3, 1.9, 2.3, 2.5, 2.3, 1.9, 2.0, 2.3, 1.8]}, {\"axis\": {\"matches\": true}, \"label\": \"petal_length\", \"values\": [6.0, 5.1, 5.9, 5.6, 5.8, 6.6, 4.5, 6.3, 5.8, 6.1, 5.1, 5.3, 5.5, 5.0, 5.1, 5.3, 5.5, 6.7, 6.9, 5.0, 5.7, 4.9, 6.7, 4.9, 5.7, 6.0, 4.8, 4.9, 5.6, 5.8, 6.1, 6.4, 5.6, 5.1, 5.6, 6.1, 5.6, 5.5, 4.8, 5.4, 5.6, 5.1, 5.1, 5.9, 5.7, 5.2, 5.0, 5.2, 5.4, 5.1]}], \"hoverlabel\": {\"namelength\": 0}, \"hovertemplate\": \"species=virginica<br>%{xaxis.title.text}=%{x}<br>%{yaxis.title.text}=%{y}\", \"legendgroup\": \"virginica\", \"marker\": {\"color\": \"#00cc96\", \"symbol\": \"circle\"}, \"name\": \"virginica\", \"showlegend\": true, \"type\": \"splom\"}],\n",
+       "                        '30222f66-1389-4427-9ace-b1a120c03472',\n",
+       "                        [{\"dimensions\": [{\"axis\": {\"matches\": true}, \"label\": \"sepal_width\", \"values\": [3.5, 3.0, 3.2, 3.1, 3.6, 3.9, 3.4, 3.4, 2.9, 3.1, 3.7, 3.4, 3.0, 3.0, 4.0, 4.4, 3.9, 3.5, 3.8, 3.8, 3.4, 3.7, 3.6, 3.3, 3.4, 3.0, 3.4, 3.5, 3.4, 3.2, 3.1, 3.4, 4.1, 4.2, 3.1, 3.2, 3.5, 3.1, 3.0, 3.4, 3.5, 2.3, 3.2, 3.5, 3.8, 3.0, 3.8, 3.2, 3.7, 3.3]}, {\"axis\": {\"matches\": true}, \"label\": \"sepal_length\", \"values\": [5.1, 4.9, 4.7, 4.6, 5.0, 5.4, 4.6, 5.0, 4.4, 4.9, 5.4, 4.8, 4.8, 4.3, 5.8, 5.7, 5.4, 5.1, 5.7, 5.1, 5.4, 5.1, 4.6, 5.1, 4.8, 5.0, 5.0, 5.2, 5.2, 4.7, 4.8, 5.4, 5.2, 5.5, 4.9, 5.0, 5.5, 4.9, 4.4, 5.1, 5.0, 4.5, 4.4, 5.0, 5.1, 4.8, 5.1, 4.6, 5.3, 5.0]}, {\"axis\": {\"matches\": true}, \"label\": \"petal_width\", \"values\": [0.2, 0.2, 0.2, 0.2, 0.2, 0.4, 0.3, 0.2, 0.2, 0.1, 0.2, 0.2, 0.1, 0.1, 0.2, 0.4, 0.4, 0.3, 0.3, 0.3, 0.2, 0.4, 0.2, 0.5, 0.2, 0.2, 0.4, 0.2, 0.2, 0.2, 0.2, 0.4, 0.1, 0.2, 0.1, 0.2, 0.2, 0.1, 0.2, 0.2, 0.3, 0.3, 0.2, 0.6, 0.4, 0.3, 0.2, 0.2, 0.2, 0.2]}, {\"axis\": {\"matches\": true}, \"label\": \"petal_length\", \"values\": [1.4, 1.4, 1.3, 1.5, 1.4, 1.7, 1.4, 1.5, 1.4, 1.5, 1.5, 1.6, 1.4, 1.1, 1.2, 1.5, 1.3, 1.4, 1.7, 1.5, 1.7, 1.5, 1.0, 1.7, 1.9, 1.6, 1.6, 1.5, 1.4, 1.6, 1.6, 1.5, 1.5, 1.4, 1.5, 1.2, 1.3, 1.5, 1.3, 1.5, 1.3, 1.3, 1.3, 1.6, 1.9, 1.4, 1.6, 1.4, 1.5, 1.4]}], \"hovertemplate\": \"species=setosa<br>%{xaxis.title.text}=%{x}<br>%{yaxis.title.text}=%{y}<extra></extra>\", \"legendgroup\": \"setosa\", \"marker\": {\"color\": \"#636efa\", \"symbol\": \"circle\"}, \"name\": \"setosa\", \"showlegend\": true, \"type\": \"splom\"}, {\"dimensions\": [{\"axis\": {\"matches\": true}, \"label\": \"sepal_width\", \"values\": [3.2, 3.2, 3.1, 2.3, 2.8, 2.8, 3.3, 2.4, 2.9, 2.7, 2.0, 3.0, 2.2, 2.9, 2.9, 3.1, 3.0, 2.7, 2.2, 2.5, 3.2, 2.8, 2.5, 2.8, 2.9, 3.0, 2.8, 3.0, 2.9, 2.6, 2.4, 2.4, 2.7, 2.7, 3.0, 3.4, 3.1, 2.3, 3.0, 2.5, 2.6, 3.0, 2.6, 2.3, 2.7, 3.0, 2.9, 2.9, 2.5, 2.8]}, {\"axis\": {\"matches\": true}, \"label\": \"sepal_length\", \"values\": [7.0, 6.4, 6.9, 5.5, 6.5, 5.7, 6.3, 4.9, 6.6, 5.2, 5.0, 5.9, 6.0, 6.1, 5.6, 6.7, 5.6, 5.8, 6.2, 5.6, 5.9, 6.1, 6.3, 6.1, 6.4, 6.6, 6.8, 6.7, 6.0, 5.7, 5.5, 5.5, 5.8, 6.0, 5.4, 6.0, 6.7, 6.3, 5.6, 5.5, 5.5, 6.1, 5.8, 5.0, 5.6, 5.7, 5.7, 6.2, 5.1, 5.7]}, {\"axis\": {\"matches\": true}, \"label\": \"petal_width\", \"values\": [1.4, 1.5, 1.5, 1.3, 1.5, 1.3, 1.6, 1.0, 1.3, 1.4, 1.0, 1.5, 1.0, 1.4, 1.3, 1.4, 1.5, 1.0, 1.5, 1.1, 1.8, 1.3, 1.5, 1.2, 1.3, 1.4, 1.4, 1.7, 1.5, 1.0, 1.1, 1.0, 1.2, 1.6, 1.5, 1.6, 1.5, 1.3, 1.3, 1.3, 1.2, 1.4, 1.2, 1.0, 1.3, 1.2, 1.3, 1.3, 1.1, 1.3]}, {\"axis\": {\"matches\": true}, \"label\": \"petal_length\", \"values\": [4.7, 4.5, 4.9, 4.0, 4.6, 4.5, 4.7, 3.3, 4.6, 3.9, 3.5, 4.2, 4.0, 4.7, 3.6, 4.4, 4.5, 4.1, 4.5, 3.9, 4.8, 4.0, 4.9, 4.7, 4.3, 4.4, 4.8, 5.0, 4.5, 3.5, 3.8, 3.7, 3.9, 5.1, 4.5, 4.5, 4.7, 4.4, 4.1, 4.0, 4.4, 4.6, 4.0, 3.3, 4.2, 4.2, 4.2, 4.3, 3.0, 4.1]}], \"hovertemplate\": \"species=versicolor<br>%{xaxis.title.text}=%{x}<br>%{yaxis.title.text}=%{y}<extra></extra>\", \"legendgroup\": \"versicolor\", \"marker\": {\"color\": \"#EF553B\", \"symbol\": \"circle\"}, \"name\": \"versicolor\", \"showlegend\": true, \"type\": \"splom\"}, {\"dimensions\": [{\"axis\": {\"matches\": true}, \"label\": \"sepal_width\", \"values\": [3.3, 2.7, 3.0, 2.9, 3.0, 3.0, 2.5, 2.9, 2.5, 3.6, 3.2, 2.7, 3.0, 2.5, 2.8, 3.2, 3.0, 3.8, 2.6, 2.2, 3.2, 2.8, 2.8, 2.7, 3.3, 3.2, 2.8, 3.0, 2.8, 3.0, 2.8, 3.8, 2.8, 2.8, 2.6, 3.0, 3.4, 3.1, 3.0, 3.1, 3.1, 3.1, 2.7, 3.2, 3.3, 3.0, 2.5, 3.0, 3.4, 3.0]}, {\"axis\": {\"matches\": true}, \"label\": \"sepal_length\", \"values\": [6.3, 5.8, 7.1, 6.3, 6.5, 7.6, 4.9, 7.3, 6.7, 7.2, 6.5, 6.4, 6.8, 5.7, 5.8, 6.4, 6.5, 7.7, 7.7, 6.0, 6.9, 5.6, 7.7, 6.3, 6.7, 7.2, 6.2, 6.1, 6.4, 7.2, 7.4, 7.9, 6.4, 6.3, 6.1, 7.7, 6.3, 6.4, 6.0, 6.9, 6.7, 6.9, 5.8, 6.8, 6.7, 6.7, 6.3, 6.5, 6.2, 5.9]}, {\"axis\": {\"matches\": true}, \"label\": \"petal_width\", \"values\": [2.5, 1.9, 2.1, 1.8, 2.2, 2.1, 1.7, 1.8, 1.8, 2.5, 2.0, 1.9, 2.1, 2.0, 2.4, 2.3, 1.8, 2.2, 2.3, 1.5, 2.3, 2.0, 2.0, 1.8, 2.1, 1.8, 1.8, 1.8, 2.1, 1.6, 1.9, 2.0, 2.2, 1.5, 1.4, 2.3, 2.4, 1.8, 1.8, 2.1, 2.4, 2.3, 1.9, 2.3, 2.5, 2.3, 1.9, 2.0, 2.3, 1.8]}, {\"axis\": {\"matches\": true}, \"label\": \"petal_length\", \"values\": [6.0, 5.1, 5.9, 5.6, 5.8, 6.6, 4.5, 6.3, 5.8, 6.1, 5.1, 5.3, 5.5, 5.0, 5.1, 5.3, 5.5, 6.7, 6.9, 5.0, 5.7, 4.9, 6.7, 4.9, 5.7, 6.0, 4.8, 4.9, 5.6, 5.8, 6.1, 6.4, 5.6, 5.1, 5.6, 6.1, 5.6, 5.5, 4.8, 5.4, 5.6, 5.1, 5.1, 5.9, 5.7, 5.2, 5.0, 5.2, 5.4, 5.1]}], \"hovertemplate\": \"species=virginica<br>%{xaxis.title.text}=%{x}<br>%{yaxis.title.text}=%{y}<extra></extra>\", \"legendgroup\": \"virginica\", \"marker\": {\"color\": \"#00cc96\", \"symbol\": \"circle\"}, \"name\": \"virginica\", \"showlegend\": true, \"type\": \"splom\"}],\n",
        "                        {\"dragmode\": \"select\", \"legend\": {\"title\": {\"text\": \"species\"}, \"tracegroupgap\": 0}, \"margin\": {\"t\": 60}, \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, 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        "                    ).then(function(){\n",
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-       "var gd = document.getElementById('27d2cd37-42cf-459e-a433-95ae25e607fa');\n",
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@@ -14071,10 +14197,7 @@
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@@ -15496,20 +15619,20 @@
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\"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"xaxis\": {\"anchor\": \"y\", \"domain\": [0.0, 1.0], \"title\": {\"text\": \"gdpPercap\"}, \"type\": \"log\"}, \"yaxis\": {\"anchor\": \"x\", \"domain\": [0.0, 1.0], \"title\": {\"text\": \"lifeExp\"}}},\n",
        "                        {\"responsive\": true}\n",
        "                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('5f6fc2c6-1bc1-4120-bb70-82034035d2ef');\n",
+       "var gd = document.getElementById('ccae9651-e607-4ce6-b9f8-ad63753c8136');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -17185,7 +17293,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
@@ -17231,10 +17339,15 @@
       "        Either a name of a column in `data_frame`, or a pandas Series or\n",
       "        array_like object. Values from this column or array_like appear in bold\n",
       "        in the hover tooltip.\n",
-      "    hover_data: list of str or int, or Series or array-like\n",
-      "        Either names of columns in `data_frame`, or pandas Series, or\n",
-      "        array_like objects Values from these columns appear as extra data in\n",
-      "        the hover tooltip.\n",
+      "    hover_data: list of str or int, or Series or array-like, or dict\n",
+      "        Either a list of names of columns in `data_frame`, or pandas Series, or\n",
+      "        array_like objects or a dict with column names as keys, with values\n",
+      "        True (for default formatting) False (in order to remove this column\n",
+      "        from hover information), or a formatting string, for example ':.3f' or\n",
+      "        '|%a' or list-like data to appear in the hover tooltip or tuples with a\n",
+      "        bool or formatting string as first element, and list-like data to\n",
+      "        appear in hover as second element Values from these columns appear as\n",
+      "        extra data in the hover tooltip.\n",
       "    custom_data: list of str or int, or Series or array-like\n",
       "        Either names of columns in `data_frame`, or pandas Series, or\n",
       "        array_like objects Values from these columns are extra data, to be used\n",
@@ -17346,16 +17459,17 @@
       "        choose the mode.\n",
       "    title: str\n",
       "        The figure title.\n",
-      "    template: or dict or plotly.graph_objects.layout.Template instance\n",
-      "        The figure template name or definition.\n",
+      "    template: str or dict or plotly.graph_objects.layout.Template instance\n",
+      "        The figure template name (must be a key in plotly.io.templates) or\n",
+      "        definition.\n",
       "    width: int (default `None`)\n",
       "        The figure width in pixels.\n",
-      "    height: int (default `600`)\n",
+      "    height: int (default `None`)\n",
       "        The figure height in pixels.\n",
       "    \n",
       "    Returns\n",
       "    -------\n",
-      "        A `Figure` object.\n",
+      "        plotly.graph_objects.Figure\n",
       "\n"
      ]
     }
@@ -17367,7 +17481,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
     {
@@ -17378,10 +17492,7 @@
        },
        "data": [
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Afghanistan<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Afghanistan<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Afghanistan",
           "Afghanistan",
@@ -17438,10 +17549,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Bahrain<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Bahrain<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Bahrain",
           "Bahrain",
@@ -17498,10 +17606,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Bangladesh<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Bangladesh<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Bangladesh",
           "Bangladesh",
@@ -17558,10 +17663,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Cambodia<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Cambodia<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Cambodia",
           "Cambodia",
@@ -17618,10 +17720,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=China<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=China<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "China",
           "China",
@@ -17678,10 +17777,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Hong Kong, China<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Hong Kong, China<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Hong Kong, China",
           "Hong Kong, China",
@@ -17738,10 +17834,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=India<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=India<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "India",
           "India",
@@ -17798,10 +17891,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Indonesia<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Indonesia<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Indonesia",
           "Indonesia",
@@ -17858,10 +17948,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Iran<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Iran<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Iran",
           "Iran",
@@ -17918,10 +18005,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Iraq<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Iraq<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Iraq",
           "Iraq",
@@ -17978,10 +18062,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Israel<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Israel<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Israel",
           "Israel",
@@ -18038,10 +18119,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Japan<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Japan<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Japan",
           "Japan",
@@ -18098,10 +18176,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Jordan<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Jordan<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Jordan",
           "Jordan",
@@ -18158,10 +18233,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Korea, Dem. Rep.<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Korea, Dem. Rep.<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Korea, Dem. Rep.",
           "Korea, Dem. Rep.",
@@ -18218,10 +18290,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Korea, Rep.<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Korea, Rep.<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Korea, Rep.",
           "Korea, Rep.",
@@ -18278,10 +18347,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Kuwait<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Kuwait<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Kuwait",
           "Kuwait",
@@ -18338,10 +18404,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Lebanon<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Lebanon<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Lebanon",
           "Lebanon",
@@ -18398,10 +18461,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Malaysia<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Malaysia<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Malaysia",
           "Malaysia",
@@ -18458,10 +18518,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Mongolia<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Mongolia<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Mongolia",
           "Mongolia",
@@ -18518,10 +18575,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Myanmar<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Myanmar<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Myanmar",
           "Myanmar",
@@ -18578,10 +18632,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Nepal<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Nepal<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Nepal",
           "Nepal",
@@ -18638,10 +18689,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Oman<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Oman<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Oman",
           "Oman",
@@ -18698,10 +18746,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Pakistan<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Pakistan<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Pakistan",
           "Pakistan",
@@ -18758,10 +18803,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Philippines<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Philippines<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Philippines",
           "Philippines",
@@ -18818,10 +18860,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Saudi Arabia<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Saudi Arabia<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Saudi Arabia",
           "Saudi Arabia",
@@ -18878,10 +18917,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Singapore<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Singapore<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Singapore",
           "Singapore",
@@ -18938,10 +18974,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Sri Lanka<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Sri Lanka<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Sri Lanka",
           "Sri Lanka",
@@ -18998,10 +19031,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Syria<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Syria<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Syria",
           "Syria",
@@ -19058,10 +19088,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Taiwan<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Taiwan<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Taiwan",
           "Taiwan",
@@ -19118,10 +19145,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Thailand<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Thailand<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Thailand",
           "Thailand",
@@ -19178,10 +19202,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Vietnam<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Vietnam<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Vietnam",
           "Vietnam",
@@ -19238,10 +19259,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=West Bank and Gaza<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=West Bank and Gaza<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "West Bank and Gaza",
           "West Bank and Gaza",
@@ -19298,10 +19316,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Yemen, Rep.<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>country=Yemen, Rep.<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Yemen, Rep.",
           "Yemen, Rep.",
@@ -19358,10 +19373,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Albania<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Albania<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Albania",
           "Albania",
@@ -19418,10 +19430,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Austria<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Austria<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Austria",
           "Austria",
@@ -19478,10 +19487,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Belgium<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Belgium<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Belgium",
           "Belgium",
@@ -19538,10 +19544,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Bosnia and Herzegovina<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Bosnia and Herzegovina<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Bosnia and Herzegovina",
           "Bosnia and Herzegovina",
@@ -19598,10 +19601,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Bulgaria<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Bulgaria<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Bulgaria",
           "Bulgaria",
@@ -19658,10 +19658,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Croatia<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Croatia<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Croatia",
           "Croatia",
@@ -19718,10 +19715,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Czech Republic<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Czech Republic<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Czech Republic",
           "Czech Republic",
@@ -19778,10 +19772,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Denmark<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Denmark<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Denmark",
           "Denmark",
@@ -19838,10 +19829,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Finland<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Finland<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Finland",
           "Finland",
@@ -19898,10 +19886,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=France<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=France<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "France",
           "France",
@@ -19958,10 +19943,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Germany<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Germany<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Germany",
           "Germany",
@@ -20018,10 +20000,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Greece<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Greece<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Greece",
           "Greece",
@@ -20078,10 +20057,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Hungary<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Hungary<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Hungary",
           "Hungary",
@@ -20138,10 +20114,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Iceland<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Iceland<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Iceland",
           "Iceland",
@@ -20198,10 +20171,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Ireland<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Ireland<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Ireland",
           "Ireland",
@@ -20258,10 +20228,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Italy<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Italy<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Italy",
           "Italy",
@@ -20318,10 +20285,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Montenegro<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Montenegro<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Montenegro",
           "Montenegro",
@@ -20378,10 +20342,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Netherlands<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Netherlands<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Netherlands",
           "Netherlands",
@@ -20438,10 +20399,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Norway<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Norway<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Norway",
           "Norway",
@@ -20498,10 +20456,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Poland<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Poland<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Poland",
           "Poland",
@@ -20558,10 +20513,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Portugal<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Portugal<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Portugal",
           "Portugal",
@@ -20618,10 +20570,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Romania<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Romania<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Romania",
           "Romania",
@@ -20678,10 +20627,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Serbia<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Serbia<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Serbia",
           "Serbia",
@@ -20738,10 +20684,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Slovak Republic<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Slovak Republic<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Slovak Republic",
           "Slovak Republic",
@@ -20798,10 +20741,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Slovenia<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Slovenia<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Slovenia",
           "Slovenia",
@@ -20858,10 +20798,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Spain<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Spain<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Spain",
           "Spain",
@@ -20918,10 +20855,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Sweden<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Sweden<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Sweden",
           "Sweden",
@@ -20978,10 +20912,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Switzerland<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Switzerland<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Switzerland",
           "Switzerland",
@@ -21038,10 +20969,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Turkey<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=Turkey<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Turkey",
           "Turkey",
@@ -21098,10 +21026,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=United Kingdom<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>country=United Kingdom<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "United Kingdom",
           "United Kingdom",
@@ -21158,10 +21083,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Algeria<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Algeria<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Algeria",
           "Algeria",
@@ -21218,10 +21140,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Angola<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Angola<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Angola",
           "Angola",
@@ -21278,10 +21197,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Benin<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Benin<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Benin",
           "Benin",
@@ -21338,10 +21254,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Botswana<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Botswana<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Botswana",
           "Botswana",
@@ -21398,10 +21311,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Burkina Faso<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Burkina Faso<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Burkina Faso",
           "Burkina Faso",
@@ -21458,10 +21368,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Burundi<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Burundi<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Burundi",
           "Burundi",
@@ -21518,10 +21425,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Cameroon<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Cameroon<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Cameroon",
           "Cameroon",
@@ -21578,10 +21482,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Central African Republic<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Central African Republic<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Central African Republic",
           "Central African Republic",
@@ -21638,10 +21539,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Chad<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Chad<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Chad",
           "Chad",
@@ -21698,10 +21596,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Comoros<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Comoros<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Comoros",
           "Comoros",
@@ -21758,10 +21653,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Congo, Dem. Rep.<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Congo, Dem. Rep.<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Congo, Dem. Rep.",
           "Congo, Dem. Rep.",
@@ -21818,10 +21710,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Congo, Rep.<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Congo, Rep.<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Congo, Rep.",
           "Congo, Rep.",
@@ -21878,10 +21767,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Cote d'Ivoire<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Cote d'Ivoire<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Cote d'Ivoire",
           "Cote d'Ivoire",
@@ -21938,10 +21824,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Djibouti<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Djibouti<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Djibouti",
           "Djibouti",
@@ -21998,10 +21881,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Egypt<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Egypt<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Egypt",
           "Egypt",
@@ -22058,10 +21938,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Equatorial Guinea<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Equatorial Guinea<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Equatorial Guinea",
           "Equatorial Guinea",
@@ -22118,10 +21995,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Eritrea<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Eritrea<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Eritrea",
           "Eritrea",
@@ -22178,10 +22052,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Ethiopia<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Ethiopia<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Ethiopia",
           "Ethiopia",
@@ -22238,10 +22109,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Gabon<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Gabon<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Gabon",
           "Gabon",
@@ -22298,10 +22166,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Gambia<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Gambia<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Gambia",
           "Gambia",
@@ -22358,10 +22223,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Ghana<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Ghana<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Ghana",
           "Ghana",
@@ -22418,10 +22280,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Guinea<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Guinea<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Guinea",
           "Guinea",
@@ -22478,10 +22337,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Guinea-Bissau<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Guinea-Bissau<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Guinea-Bissau",
           "Guinea-Bissau",
@@ -22538,10 +22394,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Kenya<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Kenya<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Kenya",
           "Kenya",
@@ -22598,10 +22451,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Lesotho<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Lesotho<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Lesotho",
           "Lesotho",
@@ -22658,10 +22508,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Liberia<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Liberia<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Liberia",
           "Liberia",
@@ -22718,10 +22565,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Libya<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Libya<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Libya",
           "Libya",
@@ -22778,10 +22622,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Madagascar<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Madagascar<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Madagascar",
           "Madagascar",
@@ -22838,10 +22679,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Malawi<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Malawi<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Malawi",
           "Malawi",
@@ -22898,10 +22736,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Mali<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Mali<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Mali",
           "Mali",
@@ -22958,10 +22793,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Mauritania<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Mauritania<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Mauritania",
           "Mauritania",
@@ -23018,10 +22850,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Mauritius<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Mauritius<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Mauritius",
           "Mauritius",
@@ -23078,10 +22907,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Morocco<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Morocco<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Morocco",
           "Morocco",
@@ -23138,10 +22964,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Mozambique<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Mozambique<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Mozambique",
           "Mozambique",
@@ -23198,10 +23021,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Namibia<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Namibia<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Namibia",
           "Namibia",
@@ -23258,10 +23078,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Niger<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Niger<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Niger",
           "Niger",
@@ -23318,10 +23135,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Nigeria<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Nigeria<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Nigeria",
           "Nigeria",
@@ -23378,10 +23192,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Reunion<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Reunion<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Reunion",
           "Reunion",
@@ -23438,10 +23249,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Rwanda<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Rwanda<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Rwanda",
           "Rwanda",
@@ -23498,10 +23306,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Sao Tome and Principe<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Sao Tome and Principe<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Sao Tome and Principe",
           "Sao Tome and Principe",
@@ -23558,10 +23363,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Senegal<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Senegal<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Senegal",
           "Senegal",
@@ -23618,10 +23420,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Sierra Leone<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Sierra Leone<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Sierra Leone",
           "Sierra Leone",
@@ -23678,10 +23477,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Somalia<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Somalia<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Somalia",
           "Somalia",
@@ -23738,10 +23534,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=South Africa<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=South Africa<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "South Africa",
           "South Africa",
@@ -23798,10 +23591,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Sudan<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Sudan<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Sudan",
           "Sudan",
@@ -23858,10 +23648,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Swaziland<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Swaziland<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Swaziland",
           "Swaziland",
@@ -23918,10 +23705,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Tanzania<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Tanzania<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Tanzania",
           "Tanzania",
@@ -23978,10 +23762,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Togo<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Togo<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Togo",
           "Togo",
@@ -24038,10 +23819,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Tunisia<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Tunisia<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Tunisia",
           "Tunisia",
@@ -24098,10 +23876,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Uganda<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Uganda<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Uganda",
           "Uganda",
@@ -24158,10 +23933,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Zambia<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Zambia<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Zambia",
           "Zambia",
@@ -24218,10 +23990,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Zimbabwe<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>country=Zimbabwe<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Zimbabwe",
           "Zimbabwe",
@@ -24278,10 +24047,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Argentina<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Argentina<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Argentina",
           "Argentina",
@@ -24338,10 +24104,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Bolivia<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Bolivia<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Bolivia",
           "Bolivia",
@@ -24398,10 +24161,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Brazil<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Brazil<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Brazil",
           "Brazil",
@@ -24458,10 +24218,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Canada<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Canada<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Canada",
           "Canada",
@@ -24518,10 +24275,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Chile<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Chile<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Chile",
           "Chile",
@@ -24578,10 +24332,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Colombia<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Colombia<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Colombia",
           "Colombia",
@@ -24638,10 +24389,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Costa Rica<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Costa Rica<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Costa Rica",
           "Costa Rica",
@@ -24698,10 +24446,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Cuba<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Cuba<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Cuba",
           "Cuba",
@@ -24758,10 +24503,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Dominican Republic<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Dominican Republic<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Dominican Republic",
           "Dominican Republic",
@@ -24818,10 +24560,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Ecuador<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Ecuador<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Ecuador",
           "Ecuador",
@@ -24878,10 +24617,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=El Salvador<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=El Salvador<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "El Salvador",
           "El Salvador",
@@ -24938,10 +24674,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Guatemala<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Guatemala<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Guatemala",
           "Guatemala",
@@ -24998,10 +24731,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Haiti<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Haiti<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Haiti",
           "Haiti",
@@ -25058,10 +24788,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Honduras<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Honduras<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Honduras",
           "Honduras",
@@ -25118,10 +24845,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Jamaica<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Jamaica<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Jamaica",
           "Jamaica",
@@ -25178,10 +24902,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Mexico<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Mexico<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
          "hovertext": [
           "Mexico",
           "Mexico",
@@ -25238,10 +24959,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Nicaragua<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Nicaragua<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
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@@ -25298,10 +25016,7 @@
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-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Panama<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Panama<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
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-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Paraguay<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Paraguay<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
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-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Peru<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Peru<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
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-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Puerto Rico<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Puerto Rico<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
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-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Trinidad and Tobago<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Trinidad and Tobago<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
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-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=United States<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=United States<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
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-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Uruguay<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Uruguay<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
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@@ -25718,10 +25415,7 @@
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-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Venezuela<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>country=Venezuela<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
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@@ -25778,10 +25472,7 @@
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-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>country=Australia<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>country=Australia<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
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@@ -25838,10 +25529,7 @@
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-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>country=New Zealand<br>year=%{x}<br>lifeExp=%{y}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>country=New Zealand<br>year=%{x}<br>lifeExp=%{y}<extra></extra>",
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        "<div>\n",
        "        \n",
        "        \n",
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+       "            <div id=\"8b4f50a3-998c-4c97-8dc9-da6b466fcae5\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
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        "                require([\"plotly\"], function(Plotly) {\n",
        "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
        "                    \n",
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        "                    Plotly.newPlot(\n",
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-       "var gd = document.getElementById('9ce50ac9-c4b3-496a-9f8e-7c11e7cbb97f');\n",
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@@ -26801,7 +26489,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
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@@ -26812,10 +26500,7 @@
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        "data": [
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-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "continent=Asia<br>country=Afghanistan<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Asia<br>country=Afghanistan<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -26858,10 +26543,7 @@
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-         "hoverlabel": {
-          "namelength": 0
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-         "hovertemplate": "continent=Asia<br>country=Bahrain<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Asia<br>country=Bahrain<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -26904,10 +26586,7 @@
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-          "namelength": 0
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-         "hovertemplate": "continent=Asia<br>country=Bangladesh<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Asia<br>country=Bangladesh<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -26950,10 +26629,7 @@
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-         "hovertemplate": "continent=Asia<br>country=Cambodia<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Asia<br>country=Cambodia<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -26996,10 +26672,7 @@
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         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "continent=Asia<br>country=China<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Asia<br>country=China<br>year=%{x}<br>pop=%{y}<extra></extra>",
          "legendgroup": "Asia",
          "line": {
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@@ -27042,10 +26715,7 @@
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-         "hoverlabel": {
-          "namelength": 0
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-         "hovertemplate": "continent=Asia<br>country=Hong Kong, China<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Asia<br>country=Hong Kong, China<br>year=%{x}<br>pop=%{y}<extra></extra>",
          "legendgroup": "Asia",
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@@ -27088,10 +26758,7 @@
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-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "continent=Asia<br>country=India<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Asia<br>country=India<br>year=%{x}<br>pop=%{y}<extra></extra>",
          "legendgroup": "Asia",
          "line": {
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@@ -27134,10 +26801,7 @@
          "yaxis": "y"
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-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "continent=Asia<br>country=Indonesia<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Asia<br>country=Indonesia<br>year=%{x}<br>pop=%{y}<extra></extra>",
          "legendgroup": "Asia",
          "line": {
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@@ -27180,10 +26844,7 @@
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-          "namelength": 0
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-         "hovertemplate": "continent=Asia<br>country=Iran<br>year=%{x}<br>pop=%{y}",
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-         "hovertemplate": "continent=Asia<br>country=Iraq<br>year=%{x}<br>pop=%{y}",
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-         "hovertemplate": "continent=Asia<br>country=Israel<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Asia<br>country=Israel<br>year=%{x}<br>pop=%{y}<extra></extra>",
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+         "hovertemplate": "continent=Asia<br>country=Japan<br>year=%{x}<br>pop=%{y}<extra></extra>",
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+         "hovertemplate": "continent=Asia<br>country=Jordan<br>year=%{x}<br>pop=%{y}<extra></extra>",
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+         "hovertemplate": "continent=Asia<br>country=Korea, Dem. Rep.<br>year=%{x}<br>pop=%{y}<extra></extra>",
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+         "hovertemplate": "continent=Asia<br>country=Myanmar<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Asia<br>country=Nepal<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Asia<br>country=Nepal<br>year=%{x}<br>pop=%{y}<extra></extra>",
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+         "hovertemplate": "continent=Asia<br>country=Oman<br>year=%{x}<br>pop=%{y}<extra></extra>",
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+         "hovertemplate": "continent=Asia<br>country=Singapore<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Asia<br>country=Sri Lanka<br>year=%{x}<br>pop=%{y}",
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+         "hovertemplate": "continent=Asia<br>country=Taiwan<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Asia<br>country=Thailand<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Asia<br>country=Thailand<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Asia<br>country=Vietnam<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Asia<br>country=Vietnam<br>year=%{x}<br>pop=%{y}<extra></extra>",
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+         "hovertemplate": "continent=Asia<br>country=West Bank and Gaza<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Asia<br>country=Yemen, Rep.<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Asia<br>country=Yemen, Rep.<br>year=%{x}<br>pop=%{y}<extra></extra>",
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+         "hovertemplate": "continent=Europe<br>country=Albania<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -28376,10 +27962,7 @@
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-         "hovertemplate": "continent=Europe<br>country=Austria<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=Austria<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Europe<br>country=Belgium<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=Belgium<br>year=%{x}<br>pop=%{y}<extra></extra>",
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+         "hovertemplate": "continent=Europe<br>country=Bosnia and Herzegovina<br>year=%{x}<br>pop=%{y}<extra></extra>",
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+         "hovertemplate": "continent=Europe<br>country=Bulgaria<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Europe<br>country=Croatia<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=Croatia<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Europe<br>country=Czech Republic<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=Czech Republic<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Europe<br>country=Denmark<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=Denmark<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Europe<br>country=Finland<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=Finland<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Europe<br>country=France<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=France<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -28790,10 +28349,7 @@
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-         "hovertemplate": "continent=Europe<br>country=Germany<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=Germany<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Europe<br>country=Greece<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=Greece<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Europe<br>country=Hungary<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=Hungary<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Europe<br>country=Iceland<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=Iceland<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Europe<br>country=Ireland<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=Ireland<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Europe<br>country=Italy<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=Italy<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Europe<br>country=Montenegro<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=Montenegro<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Europe<br>country=Netherlands<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=Netherlands<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Europe<br>country=Norway<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=Norway<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Europe<br>country=Poland<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=Poland<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Europe<br>country=Portugal<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=Portugal<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Europe<br>country=Romania<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=Romania<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Europe<br>country=Serbia<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=Serbia<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Europe<br>country=Slovak Republic<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=Slovak Republic<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Europe<br>country=Slovenia<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=Slovenia<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Europe<br>country=Spain<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=Spain<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Europe<br>country=Switzerland<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=Switzerland<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Europe<br>country=Turkey<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=Turkey<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Europe<br>country=United Kingdom<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Europe<br>country=United Kingdom<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Africa<br>country=Algeria<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Algeria<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Africa<br>country=Angola<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Angola<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Africa<br>country=Benin<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Benin<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Africa<br>country=Botswana<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Botswana<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Africa<br>country=Burkina Faso<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Burkina Faso<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Africa<br>country=Burundi<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Burundi<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -29986,10 +29467,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Cameroon<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Cameroon<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -30032,10 +29510,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Central African Republic<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Central African Republic<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -30078,10 +29553,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Chad<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Chad<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -30124,10 +29596,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Comoros<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Comoros<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -30170,10 +29639,7 @@
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+         "hovertemplate": "continent=Africa<br>country=Congo, Dem. Rep.<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Africa<br>country=Congo, Rep.<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Congo, Rep.<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -30262,10 +29725,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Cote d'Ivoire<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Cote d'Ivoire<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -30308,10 +29768,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Djibouti<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Djibouti<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -30354,10 +29811,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Egypt<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Egypt<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -30400,10 +29854,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Equatorial Guinea<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Equatorial Guinea<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -30446,10 +29897,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Eritrea<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Eritrea<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -30492,10 +29940,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Ethiopia<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Ethiopia<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -30538,10 +29983,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Gabon<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Gabon<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -30584,10 +30026,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Gambia<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Gambia<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -30630,10 +30069,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Ghana<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Ghana<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -30676,10 +30112,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Guinea<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Guinea<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -30722,10 +30155,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Guinea-Bissau<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Guinea-Bissau<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -30768,10 +30198,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Kenya<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Kenya<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -30814,10 +30241,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Lesotho<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Lesotho<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -30860,10 +30284,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Liberia<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Liberia<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -30906,10 +30327,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Libya<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Libya<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -30952,10 +30370,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Madagascar<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Madagascar<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -30998,10 +30413,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Malawi<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Malawi<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -31044,10 +30456,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Mali<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Mali<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -31090,10 +30499,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Mauritania<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Mauritania<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -31136,10 +30542,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Mauritius<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Mauritius<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -31182,10 +30585,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Morocco<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Morocco<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -31228,10 +30628,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Mozambique<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Mozambique<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -31274,10 +30671,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Namibia<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Namibia<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -31320,10 +30714,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Niger<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Niger<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -31366,10 +30757,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Nigeria<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Nigeria<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Africa<br>country=Reunion<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Reunion<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -31458,10 +30843,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Rwanda<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Rwanda<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -31504,10 +30886,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Sao Tome and Principe<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Sao Tome and Principe<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -31550,10 +30929,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Senegal<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Senegal<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -31596,10 +30972,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Sierra Leone<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Sierra Leone<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -31642,10 +31015,7 @@
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-         "hovertemplate": "continent=Africa<br>country=Somalia<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Somalia<br>year=%{x}<br>pop=%{y}<extra></extra>",
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@@ -31688,10 +31058,7 @@
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-         "hovertemplate": "continent=Africa<br>country=South Africa<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=South Africa<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Africa<br>country=Sudan<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Sudan<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Africa<br>country=Swaziland<br>year=%{x}<br>pop=%{y}",
+         "hovertemplate": "continent=Africa<br>country=Swaziland<br>year=%{x}<br>pop=%{y}<extra></extra>",
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-         "hovertemplate": "continent=Africa<br>country=Zimbabwe<br>year=%{x}<br>pop=%{y}",
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-         "hovertemplate": "continent=Americas<br>country=Puerto Rico<br>year=%{x}<br>pop=%{y}",
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        "                        {\"responsive\": true}\n",
        "                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('aa19df36-9011-4ad9-b8f8-72623b2be019');\n",
+       "var gd = document.getElementById('66b001c0-ecd9-4efb-9b2a-79867b6cc6b4');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -34246,7 +33508,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [
     {
@@ -34258,10 +33520,7 @@
        "data": [
         {
          "alignmentgroup": "True",
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "smoker=No<br>sex=%{x}<br>total_bill=%{y}",
+         "hovertemplate": "smoker=No<br>sex=%{x}<br>total_bill=%{y}<extra></extra>",
          "legendgroup": "No",
          "marker": {
           "color": "#636efa"
@@ -34583,10 +33842,7 @@
         },
         {
          "alignmentgroup": "True",
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "smoker=Yes<br>sex=%{x}<br>total_bill=%{y}",
+         "hovertemplate": "smoker=Yes<br>sex=%{x}<br>total_bill=%{y}<extra></extra>",
          "legendgroup": "Yes",
          "marker": {
           "color": "#EF553B"
@@ -35633,20 +34889,20 @@
        "<div>\n",
        "        \n",
        "        \n",
-       "            <div id=\"885c633c-ddc5-48d8-b356-40e888e22ed9\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+       "            <div id=\"66c67f80-a5d9-4c27-af34-07b8e1553ed6\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
        "            <script type=\"text/javascript\">\n",
        "                require([\"plotly\"], function(Plotly) {\n",
        "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
        "                    \n",
-       "                if (document.getElementById(\"885c633c-ddc5-48d8-b356-40e888e22ed9\")) {\n",
+       "                if (document.getElementById(\"66c67f80-a5d9-4c27-af34-07b8e1553ed6\")) {\n",
        "                    Plotly.newPlot(\n",
-       "                        '885c633c-ddc5-48d8-b356-40e888e22ed9',\n",
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+       "                        '66c67f80-a5d9-4c27-af34-07b8e1553ed6',\n",
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\"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"xaxis\": {\"anchor\": \"y\", \"domain\": [0.0, 1.0], \"title\": {\"text\": \"sex\"}}, \"yaxis\": {\"anchor\": \"x\", \"domain\": [0.0, 1.0], \"title\": {\"text\": \"total_bill\"}}},\n",
        "                        {\"responsive\": true}\n",
        "                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('885c633c-ddc5-48d8-b356-40e888e22ed9');\n",
+       "var gd = document.getElementById('66c67f80-a5d9-4c27-af34-07b8e1553ed6');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -35688,7 +34944,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [
     {
@@ -35700,10 +34956,7 @@
        "data": [
         {
          "alignmentgroup": "True",
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "smoker=No<br>time=Lunch<br>sex=%{x}<br>total_bill=%{y}",
+         "hovertemplate": "smoker=No<br>time=Lunch<br>sex=%{x}<br>total_bill=%{y}<extra></extra>",
          "legendgroup": "No",
          "marker": {
           "color": "#636efa"
@@ -35813,10 +35066,7 @@
         },
         {
          "alignmentgroup": "True",
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "smoker=No<br>time=Dinner<br>sex=%{x}<br>total_bill=%{y}",
+         "hovertemplate": "smoker=No<br>time=Dinner<br>sex=%{x}<br>total_bill=%{y}<extra></extra>",
          "legendgroup": "No",
          "marker": {
           "color": "#636efa"
@@ -36048,10 +35298,7 @@
         },
         {
          "alignmentgroup": "True",
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "smoker=Yes<br>time=Lunch<br>sex=%{x}<br>total_bill=%{y}",
+         "hovertemplate": "smoker=Yes<br>time=Lunch<br>sex=%{x}<br>total_bill=%{y}<extra></extra>",
          "legendgroup": "Yes",
          "marker": {
           "color": "#EF553B"
@@ -36117,10 +35364,7 @@
         },
         {
          "alignmentgroup": "True",
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "smoker=Yes<br>time=Dinner<br>sex=%{x}<br>total_bill=%{y}",
+         "hovertemplate": "smoker=Yes<br>time=Dinner<br>sex=%{x}<br>total_bill=%{y}<extra></extra>",
          "legendgroup": "Yes",
          "marker": {
           "color": "#EF553B"
@@ -37167,20 +36411,20 @@
        "<div>\n",
        "        \n",
        "        \n",
-       "            <div id=\"62f0014c-cfb2-4d04-b894-20b4434d87ae\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+       "            <div id=\"ab33d61e-4d03-4af5-afe9-a1c179aa0877\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
        "            <script type=\"text/javascript\">\n",
        "                require([\"plotly\"], function(Plotly) {\n",
        "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
        "                    \n",
-       "                if (document.getElementById(\"62f0014c-cfb2-4d04-b894-20b4434d87ae\")) {\n",
+       "                if (document.getElementById(\"ab33d61e-4d03-4af5-afe9-a1c179aa0877\")) {\n",
        "                    Plotly.newPlot(\n",
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\"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"xaxis\": {\"anchor\": \"y\", \"domain\": [0.0, 0.98], \"title\": {\"text\": \"sex\"}}, \"xaxis2\": {\"anchor\": \"y2\", \"domain\": [0.0, 0.98], \"matches\": \"x\", \"showticklabels\": false}, \"yaxis\": {\"anchor\": \"x\", \"domain\": [0.0, 0.485], \"title\": {\"text\": \"total_bill\"}}, \"yaxis2\": {\"anchor\": \"x2\", \"domain\": [0.515, 1.0], \"matches\": \"y\", \"title\": {\"text\": \"total_bill\"}}},\n",
        "                        {\"responsive\": true}\n",
        "                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('62f0014c-cfb2-4d04-b894-20b4434d87ae');\n",
+       "var gd = document.getElementById('ab33d61e-4d03-4af5-afe9-a1c179aa0877');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -37232,7 +36476,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
@@ -37246,11 +36490,8 @@
          "alignmentgroup": "True",
          "boxpoints": "all",
          "fillcolor": "rgba(255,255,255,0)",
-         "hoverlabel": {
-          "namelength": 0
-         },
          "hoveron": "points",
-         "hovertemplate": "smoker=No<br>total_bill=%{x}<br>time=%{y}",
+         "hovertemplate": "smoker=No<br>total_bill=%{x}<br>time=%{y}<extra></extra>",
          "legendgroup": "No",
          "line": {
           "color": "rgba(255,255,255,0)"
@@ -37579,11 +36820,8 @@
          "alignmentgroup": "True",
          "boxpoints": "all",
          "fillcolor": "rgba(255,255,255,0)",
-         "hoverlabel": {
-          "namelength": 0
-         },
          "hoveron": "points",
-         "hovertemplate": "smoker=Yes<br>total_bill=%{x}<br>time=%{y}",
+         "hovertemplate": "smoker=Yes<br>total_bill=%{x}<br>time=%{y}<extra></extra>",
          "legendgroup": "Yes",
          "line": {
           "color": "rgba(255,255,255,0)"
@@ -38635,20 +37873,20 @@
        "<div>\n",
        "        \n",
        "        \n",
-       "            <div id=\"14f08eee-d12c-49d7-8897-5f847c366f08\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+       "            <div id=\"130a8d1e-e681-4f43-b294-af58b7ab5140\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
        "            <script type=\"text/javascript\">\n",
        "                require([\"plotly\"], function(Plotly) {\n",
        "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
        "                    \n",
-       "                if (document.getElementById(\"14f08eee-d12c-49d7-8897-5f847c366f08\")) {\n",
+       "                if (document.getElementById(\"130a8d1e-e681-4f43-b294-af58b7ab5140\")) {\n",
        "                    Plotly.newPlot(\n",
-       "                        '14f08eee-d12c-49d7-8897-5f847c366f08',\n",
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+       "                        '130a8d1e-e681-4f43-b294-af58b7ab5140',\n",
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        "                        {\"boxmode\": \"group\", \"legend\": {\"title\": {\"text\": \"smoker\"}, \"tracegroupgap\": 0}, \"margin\": {\"t\": 60}, \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"xaxis\": {\"anchor\": \"y\", \"domain\": [0.0, 1.0], \"title\": {\"text\": \"total_bill\"}}, \"yaxis\": {\"anchor\": \"x\", \"domain\": [0.0, 1.0], \"title\": {\"text\": \"time\"}}},\n",
        "                        {\"responsive\": true}\n",
        "                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('14f08eee-d12c-49d7-8897-5f847c366f08');\n",
+       "var gd = document.getElementById('130a8d1e-e681-4f43-b294-af58b7ab5140');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -38696,7 +37934,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [
     {
@@ -38708,10 +37946,7 @@
        "data": [
         {
          "alignmentgroup": "True",
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "smoker=No<br>day=%{x}<br>total_bill=%{y}",
+         "hovertemplate": "smoker=No<br>day=%{x}<br>total_bill=%{y}<extra></extra>",
          "legendgroup": "No",
          "marker": {
           "color": "#636efa"
@@ -39035,10 +38270,7 @@
         },
         {
          "alignmentgroup": "True",
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "smoker=Yes<br>day=%{x}<br>total_bill=%{y}",
+         "hovertemplate": "smoker=Yes<br>day=%{x}<br>total_bill=%{y}<extra></extra>",
          "legendgroup": "Yes",
          "marker": {
           "color": "#EF553B"
@@ -40087,20 +39319,20 @@
        "<div>\n",
        "        \n",
        "        \n",
-       "            <div id=\"802b8375-876e-4fb2-bee3-0c2e220851d4\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+       "            <div id=\"98949ccd-6c4b-4785-a222-1a0d87c2d00e\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
        "            <script type=\"text/javascript\">\n",
        "                require([\"plotly\"], function(Plotly) {\n",
        "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
        "                    \n",
-       "                if (document.getElementById(\"802b8375-876e-4fb2-bee3-0c2e220851d4\")) {\n",
+       "                if (document.getElementById(\"98949ccd-6c4b-4785-a222-1a0d87c2d00e\")) {\n",
        "                    Plotly.newPlot(\n",
-       "                        '802b8375-876e-4fb2-bee3-0c2e220851d4',\n",
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+       "                        '98949ccd-6c4b-4785-a222-1a0d87c2d00e',\n",
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        "                        {\"responsive\": true}\n",
        "                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('802b8375-876e-4fb2-bee3-0c2e220851d4');\n",
+       "var gd = document.getElementById('98949ccd-6c4b-4785-a222-1a0d87c2d00e');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
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@@ -40141,7 +39373,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [
     {
@@ -40941,10 +40173,7 @@
            2
           ]
          ],
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "sex=%{customdata[2]}<br>smoker=%{customdata[3]}<br>tip=%{customdata[1]}<br>total_bill=%{customdata[0]}<br>day=%{customdata[4]}<br>time=%{customdata[5]}<br>size=%{customdata[6]}",
+         "hovertemplate": "sex=%{customdata[2]}<br>smoker=%{customdata[3]}<br>tip=%{customdata[1]}<br>total_bill=%{customdata[0]}<br>day=%{customdata[4]}<br>time=%{customdata[5]}<br>size=%{customdata[6]}<extra></extra>",
          "legendgroup": "Female",
          "marker": {
           "color": "#636efa"
@@ -42559,10 +41788,7 @@
            2
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        "                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('b5abf150-5648-4458-815a-fa4e0dedc09e');\n",
+       "var gd = document.getElementById('e2096b13-038b-4028-b9bd-a622978867a2');\n",
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@@ -43803,7 +43029,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
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@@ -43814,10 +43040,7 @@
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-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>winner=Joly<br>result=plurality<br>Joly=%{x}<br>Coderre=%{y}<br>Bergeron=%{z}<br>total=%{marker.size}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>winner=Joly<br>result=plurality<br>Joly=%{x}<br>Coderre=%{y}<br>Bergeron=%{z}<br>total=%{marker.size}<extra></extra>",
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@@ -43902,10 +43125,7 @@
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-         "hoverlabel": {
-          "namelength": 0
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-         "hovertemplate": "<b>%{hovertext}</b><br><br>winner=Joly<br>result=majority<br>Joly=%{x}<br>Coderre=%{y}<br>Bergeron=%{z}<br>total=%{marker.size}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>winner=Joly<br>result=majority<br>Joly=%{x}<br>Coderre=%{y}<br>Bergeron=%{z}<br>total=%{marker.size}<extra></extra>",
          "hovertext": [
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@@ -43940,10 +43160,7 @@
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-          "namelength": 0
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-         "hovertemplate": "<b>%{hovertext}</b><br><br>winner=Coderre<br>result=plurality<br>Joly=%{x}<br>Coderre=%{y}<br>Bergeron=%{z}<br>total=%{marker.size}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>winner=Coderre<br>result=plurality<br>Joly=%{x}<br>Coderre=%{y}<br>Bergeron=%{z}<br>total=%{marker.size}<extra></extra>",
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@@ -44063,10 +43280,7 @@
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-         "hoverlabel": {
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-         "hovertemplate": "<b>%{hovertext}</b><br><br>winner=Coderre<br>result=majority<br>Joly=%{x}<br>Coderre=%{y}<br>Bergeron=%{z}<br>total=%{marker.size}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>winner=Coderre<br>result=majority<br>Joly=%{x}<br>Coderre=%{y}<br>Bergeron=%{z}<br>total=%{marker.size}<extra></extra>",
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           "121-La Pointe-aux-Prairies",
           "122-Pointe-aux-Trembles",
@@ -44141,10 +43355,7 @@
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-         "hoverlabel": {
-          "namelength": 0
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-         "hovertemplate": "<b>%{hovertext}</b><br><br>winner=Bergeron<br>result=plurality<br>Joly=%{x}<br>Coderre=%{y}<br>Bergeron=%{z}<br>total=%{marker.size}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>winner=Bergeron<br>result=plurality<br>Joly=%{x}<br>Coderre=%{y}<br>Bergeron=%{z}<br>total=%{marker.size}<extra></extra>",
          "hovertext": [
           "113-Jeanne-Mance",
           "13-Ahuntsic",
@@ -44219,10 +43430,7 @@
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-         "hoverlabel": {
-          "namelength": 0
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-         "hovertemplate": "<b>%{hovertext}</b><br><br>winner=Bergeron<br>result=majority<br>Joly=%{x}<br>Coderre=%{y}<br>Bergeron=%{z}<br>total=%{marker.size}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>winner=Bergeron<br>result=majority<br>Joly=%{x}<br>Coderre=%{y}<br>Bergeron=%{z}<br>total=%{marker.size}<extra></extra>",
          "hovertext": [
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           "112-DeLorimier",
@@ -45121,20 +44329,20 @@
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-       "            <div id=\"8208bac4-9907-4125-86c9-301e899ed2b8\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
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-       "                if (document.getElementById(\"8208bac4-9907-4125-86c9-301e899ed2b8\")) {\n",
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        "                    Plotly.newPlot(\n",
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        "                        {\"responsive\": true}\n",
        "                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('8208bac4-9907-4125-86c9-301e899ed2b8');\n",
+       "var gd = document.getElementById('1cd5edf2-90aa-4bd5-9600-7a6b911c19e9');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -45183,7 +44391,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [
     {
@@ -45194,10 +44402,7 @@
        },
        "data": [
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "strength=0-1<br>frequency=%{r}<br>direction=%{theta}",
+         "hovertemplate": "strength=0-1<br>frequency=%{r}<br>direction=%{theta}<extra></extra>",
          "legendgroup": "0-1",
          "marker": {
           "color": "#f0f921"
@@ -45244,10 +44449,7 @@
          "type": "barpolar"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "strength=1-2<br>frequency=%{r}<br>direction=%{theta}",
+         "hovertemplate": "strength=1-2<br>frequency=%{r}<br>direction=%{theta}<extra></extra>",
          "legendgroup": "1-2",
          "marker": {
           "color": "#fdca26"
@@ -45294,10 +44496,7 @@
          "type": "barpolar"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "strength=2-3<br>frequency=%{r}<br>direction=%{theta}",
+         "hovertemplate": "strength=2-3<br>frequency=%{r}<br>direction=%{theta}<extra></extra>",
          "legendgroup": "2-3",
          "marker": {
           "color": "#fb9f3a"
@@ -45344,10 +44543,7 @@
          "type": "barpolar"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "strength=3-4<br>frequency=%{r}<br>direction=%{theta}",
+         "hovertemplate": "strength=3-4<br>frequency=%{r}<br>direction=%{theta}<extra></extra>",
          "legendgroup": "3-4",
          "marker": {
           "color": "#ed7953"
@@ -45394,10 +44590,7 @@
          "type": "barpolar"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "strength=4-4<br>frequency=%{r}<br>direction=%{theta}",
+         "hovertemplate": "strength=4-4<br>frequency=%{r}<br>direction=%{theta}<extra></extra>",
          "legendgroup": "4-4",
          "marker": {
           "color": "#d8576b"
@@ -45444,10 +44637,7 @@
          "type": "barpolar"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "strength=4-5<br>frequency=%{r}<br>direction=%{theta}",
+         "hovertemplate": "strength=4-5<br>frequency=%{r}<br>direction=%{theta}<extra></extra>",
          "legendgroup": "4-5",
          "marker": {
           "color": "#bd3786"
@@ -45494,10 +44684,7 @@
          "type": "barpolar"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "strength=5-6<br>frequency=%{r}<br>direction=%{theta}",
+         "hovertemplate": "strength=5-6<br>frequency=%{r}<br>direction=%{theta}<extra></extra>",
          "legendgroup": "5-6",
          "marker": {
           "color": "#9c179e"
@@ -45544,10 +44731,7 @@
          "type": "barpolar"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "strength=6+<br>frequency=%{r}<br>direction=%{theta}",
+         "hovertemplate": "strength=6+<br>frequency=%{r}<br>direction=%{theta}<extra></extra>",
          "legendgroup": "6+",
          "marker": {
           "color": "#7201a8"
@@ -46440,20 +45624,20 @@
        "<div>\n",
        "        \n",
        "        \n",
-       "            <div id=\"d77e2f30-80fb-4967-ba45-d09586d4da0e\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+       "            <div id=\"101554cf-558d-4172-a78b-cda8edade622\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
        "            <script type=\"text/javascript\">\n",
        "                require([\"plotly\"], function(Plotly) {\n",
        "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
        "                    \n",
-       "                if (document.getElementById(\"d77e2f30-80fb-4967-ba45-d09586d4da0e\")) {\n",
+       "                if (document.getElementById(\"101554cf-558d-4172-a78b-cda8edade622\")) {\n",
        "                    Plotly.newPlot(\n",
-       "                        'd77e2f30-80fb-4967-ba45-d09586d4da0e',\n",
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+       "                        '101554cf-558d-4172-a78b-cda8edade622',\n",
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-       "var gd = document.getElementById('d77e2f30-80fb-4967-ba45-d09586d4da0e');\n",
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@@ -46502,7 +45686,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [
     {
@@ -46514,10 +45698,7 @@
        "data": [
         {
          "geo": "geo",
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1952<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1952<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
          "hovertext": [
           "Afghanistan",
           "Bahrain",
@@ -46635,10 +45816,7 @@
         },
         {
          "geo": "geo",
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1952<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1952<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
          "hovertext": [
           "Albania",
           "Austria",
@@ -46747,10 +45925,7 @@
         },
         {
          "geo": "geo",
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1952<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1952<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
          "hovertext": [
           "Algeria",
           "Angola",
@@ -46925,10 +46100,7 @@
         },
         {
          "geo": "geo",
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1952<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1952<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
          "hovertext": [
           "Argentina",
           "Bolivia",
@@ -47022,10 +46194,7 @@
         },
         {
          "geo": "geo",
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1952<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1952<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
          "hovertext": [
           "Australia",
           "New Zealand"
@@ -47054,10 +46223,7 @@
          "data": [
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1952<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1952<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Bahrain",
@@ -47175,10 +46341,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1952<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1952<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Albania",
             "Austria",
@@ -47287,10 +46450,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1952<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1952<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Algeria",
             "Angola",
@@ -47465,10 +46625,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1952<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1952<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Argentina",
             "Bolivia",
@@ -47562,10 +46719,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1952<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1952<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Australia",
             "New Zealand"
@@ -47595,10 +46749,7 @@
          "data": [
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1957<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1957<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Bahrain",
@@ -47716,10 +46867,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1957<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1957<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Albania",
             "Austria",
@@ -47828,10 +46976,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1957<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1957<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Algeria",
             "Angola",
@@ -48006,10 +47151,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1957<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1957<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Argentina",
             "Bolivia",
@@ -48103,10 +47245,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1957<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1957<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Australia",
             "New Zealand"
@@ -48136,10 +47275,7 @@
          "data": [
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1962<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1962<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Bahrain",
@@ -48257,10 +47393,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1962<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1962<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Albania",
             "Austria",
@@ -48369,10 +47502,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1962<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1962<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Algeria",
             "Angola",
@@ -48547,10 +47677,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1962<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1962<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Argentina",
             "Bolivia",
@@ -48644,10 +47771,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1962<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1962<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Australia",
             "New Zealand"
@@ -48677,10 +47801,7 @@
          "data": [
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1967<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1967<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Bahrain",
@@ -48798,10 +47919,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1967<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1967<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Albania",
             "Austria",
@@ -48910,10 +48028,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1967<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1967<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Algeria",
             "Angola",
@@ -49088,10 +48203,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1967<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1967<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Argentina",
             "Bolivia",
@@ -49185,10 +48297,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1967<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1967<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Australia",
             "New Zealand"
@@ -49218,10 +48327,7 @@
          "data": [
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1972<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1972<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Bahrain",
@@ -49339,10 +48445,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1972<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1972<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Albania",
             "Austria",
@@ -49451,10 +48554,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1972<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1972<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Algeria",
             "Angola",
@@ -49629,10 +48729,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1972<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1972<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Argentina",
             "Bolivia",
@@ -49726,10 +48823,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1972<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1972<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Australia",
             "New Zealand"
@@ -49759,10 +48853,7 @@
          "data": [
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1977<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1977<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Bahrain",
@@ -49880,10 +48971,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1977<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1977<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Albania",
             "Austria",
@@ -49992,10 +49080,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1977<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1977<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Algeria",
             "Angola",
@@ -50170,10 +49255,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1977<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1977<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Argentina",
             "Bolivia",
@@ -50267,10 +49349,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1977<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1977<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Australia",
             "New Zealand"
@@ -50300,10 +49379,7 @@
          "data": [
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1982<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1982<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Bahrain",
@@ -50421,10 +49497,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1982<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1982<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Albania",
             "Austria",
@@ -50533,10 +49606,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1982<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1982<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Algeria",
             "Angola",
@@ -50711,10 +49781,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1982<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1982<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Argentina",
             "Bolivia",
@@ -50808,10 +49875,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1982<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1982<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Australia",
             "New Zealand"
@@ -50841,10 +49905,7 @@
          "data": [
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1987<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1987<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Bahrain",
@@ -50962,10 +50023,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1987<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1987<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Albania",
             "Austria",
@@ -51074,10 +50132,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1987<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1987<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Algeria",
             "Angola",
@@ -51252,10 +50307,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1987<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1987<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Argentina",
             "Bolivia",
@@ -51349,10 +50401,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1987<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1987<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Australia",
             "New Zealand"
@@ -51382,10 +50431,7 @@
          "data": [
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1992<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1992<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Bahrain",
@@ -51503,10 +50549,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1992<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1992<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Albania",
             "Austria",
@@ -51615,10 +50658,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1992<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1992<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Algeria",
             "Angola",
@@ -51793,10 +50833,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1992<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1992<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Argentina",
             "Bolivia",
@@ -51890,10 +50927,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1992<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1992<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Australia",
             "New Zealand"
@@ -51923,10 +50957,7 @@
          "data": [
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1997<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1997<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Bahrain",
@@ -52044,10 +51075,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1997<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1997<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Albania",
             "Austria",
@@ -52156,10 +51184,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1997<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1997<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Algeria",
             "Angola",
@@ -52334,10 +51359,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1997<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1997<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Argentina",
             "Bolivia",
@@ -52431,10 +51453,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1997<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1997<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Australia",
             "New Zealand"
@@ -52464,10 +51483,7 @@
          "data": [
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=2002<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=2002<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Bahrain",
@@ -52585,10 +51601,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=2002<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=2002<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Albania",
             "Austria",
@@ -52697,10 +51710,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=2002<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=2002<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Algeria",
             "Angola",
@@ -52875,10 +51885,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=2002<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=2002<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Argentina",
             "Bolivia",
@@ -52972,10 +51979,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=2002<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=2002<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Australia",
             "New Zealand"
@@ -53005,10 +52009,7 @@
          "data": [
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=2007<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=2007<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Bahrain",
@@ -53126,10 +52127,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=2007<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=2007<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Albania",
             "Austria",
@@ -53238,10 +52236,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=2007<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=2007<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Algeria",
             "Angola",
@@ -53416,10 +52411,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=2007<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=2007<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Argentina",
             "Bolivia",
@@ -53513,10 +52505,7 @@
           },
           {
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=2007<br>pop=%{marker.size}<br>iso_alpha=%{location}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=2007<br>pop=%{marker.size}<br>iso_alpha=%{location}<extra></extra>",
            "hovertext": [
             "Australia",
             "New Zealand"
@@ -54709,22 +53698,22 @@
        "<div>\n",
        "        \n",
        "        \n",
-       "            <div id=\"3c3d9381-88e6-467c-8cee-ef50503c187d\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+       "            <div id=\"8d52f0b0-b488-42d1-a795-b13039bd0900\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
        "            <script type=\"text/javascript\">\n",
        "                require([\"plotly\"], function(Plotly) {\n",
        "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
        "                    \n",
-       "                if (document.getElementById(\"3c3d9381-88e6-467c-8cee-ef50503c187d\")) {\n",
+       "                if (document.getElementById(\"8d52f0b0-b488-42d1-a795-b13039bd0900\")) {\n",
        "                    Plotly.newPlot(\n",
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        "                        }).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('3c3d9381-88e6-467c-8cee-ef50503c187d');\n",
+       "var gd = document.getElementById('8d52f0b0-b488-42d1-a795-b13039bd0900');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -54788,7 +53777,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.8"
+   "version": "3.7.4"
   }
  },
  "nbformat": 4,
diff --git a/09. Animated Visualizations.ipynb b/09. Animated Visualizations.ipynb
index eaefd86..426a130 100644
--- a/09. Animated Visualizations.ipynb	
+++ b/09. Animated Visualizations.ipynb	
@@ -23,7 +23,7 @@
    "source": [
     "# lets import the dataset\n",
     "\n",
-    "heart = pd.read_csv('heart.csv')"
+    "heart = pd.read_csv('Datasets/heart.csv')"
    ]
   },
   {
@@ -33,9 +33,6 @@
    "outputs": [
     {
      "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "f27be720d90d46d4a27af5a5fbbb193e"
-      },
       "text/html": [
        "<div>\n",
        "<style scoped>\n",
@@ -177,8 +174,9 @@
        "4   0     2       1  "
       ]
      },
+     "execution_count": 3,
      "metadata": {},
-     "output_type": "display_data"
+     "output_type": "execute_result"
     }
    ],
    "source": [
@@ -235,12 +233,66 @@
        "        require.undef(\"plotly\");\n",
        "        define('plotly', function(require, exports, module) {\n",
        "            /**\n",
-       "* plotly.js v1.52.1\n",
+       "* plotly.js v1.54.1\n",
        "* Copyright 2012-2020, Plotly, Inc.\n",
        "* All rights reserved.\n",
        "* Licensed under the MIT license\n",
        "*/\n",
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l=(t[o]+o*o-(t[r[s]]+r[s]*r[s]))/(2*o-2*r[s]);l<=n[s];)s--,l=(t[o]+o*o-(t[r[s]]+r[s]*r[s]))/(2*o-2*r[s]);r[++s]=o,n[s]=l,n[s+1]=+a}for(o=0,s=0;o<i;o++){for(;n[s+1]<o;)s++;e[o]=(o-r[s])*(o-r[s])+t[r[s]]}}},{clamp:117}],96:[function(t,e,r){!function(e,r){\"use strict\";function n(t,e){if(!t)throw new Error(e||\"Assertion failed\")}function a(t,e){t.super_=e;var r=function(){};r.prototype=e.prototype,t.prototype=new r,t.prototype.constructor=t}function i(t,e,r){if(i.isBN(t))return t;this.negative=0,this.words=null,this.length=0,this.red=null,null!==t&&(\"le\"!==e&&\"be\"!==e||(r=e,e=10),this._init(t||0,e||10,r||\"be\"))}var o;\"object\"==typeof e?e.exports=i:r.BN=i,i.BN=i,i.wordSize=26;try{o=t(\"buffer\").Buffer}catch(t){}function s(t,e,r){for(var n=0,a=Math.min(t.length,r),i=e;i<a;i++){var o=t.charCodeAt(i)-48;n<<=4,n|=o>=49&&o<=54?o-49+10:o>=17&&o<=22?o-17+10:15&o}return n}function l(t,e,r,n){for(var a=0,i=Math.min(t.length,r),o=e;o<i;o++){var 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h=1;for(c=l(t,u,t.length,e),u=0;u<o;u++)h*=e;this.imuln(h),this.words[0]+c<67108864?this.words[0]+=c:this._iaddn(c)}},i.prototype.copy=function(t){t.words=new Array(this.length);for(var e=0;e<this.length;e++)t.words[e]=this.words[e];t.length=this.length,t.negative=this.negative,t.red=this.red},i.prototype.clone=function(){var t=new i(null);return this.copy(t),t},i.prototype._expand=function(t){for(;this.length<t;)this.words[this.length++]=0;return this},i.prototype.strip=function(){for(;this.length>1&&0===this.words[this.length-1];)this.length--;return this._normSign()},i.prototype._normSign=function(){return 1===this.length&&0===this.words[0]&&(this.negative=0),this},i.prototype.inspect=function(){return(this.red?\"<BN-R: \":\"<BN: \")+this.toString(16)+\">\"};var c=[\"\",\"0\",\"00\",\"000\",\"0000\",\"00000\",\"000000\",\"0000000\",\"00000000\",\"000000000\",\"0000000000\",\"00000000000\",\"000000000000\",\"0000000000000\",\"00000000000000\",\"000000000000000\",\"0000000000000000\",\"00000000000000000\",\"000000000000000000\",\"0000000000000000000\",\"00000000000000000000\",\"000000000000000000000\",\"0000000000000000000000\",\"00000000000000000000000\",\"000000000000000000000000\",\"0000000000000000000000000\"],u=[0,0,25,16,12,11,10,9,8,8,7,7,7,7,6,6,6,6,6,6,6,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5],h=[0,0,33554432,43046721,16777216,48828125,60466176,40353607,16777216,43046721,1e7,19487171,35831808,62748517,7529536,11390625,16777216,24137569,34012224,47045881,64e6,4084101,5153632,6436343,7962624,9765625,11881376,14348907,17210368,20511149,243e5,28629151,33554432,39135393,45435424,52521875,60466176];function f(t,e,r){r.negative=e.negative^t.negative;var n=t.length+e.length|0;r.length=n,n=n-1|0;var a=0|t.words[0],i=0|e.words[0],o=a*i,s=67108863&o,l=o/67108864|0;r.words[0]=s;for(var c=1;c<n;c++){for(var u=l>>>26,h=67108863&l,f=Math.min(c,e.length-1),p=Math.max(0,c-t.length+1);p<=f;p++){var d=c-p|0;u+=(o=(a=0|t.words[d])*(i=0|e.words[p])+h)/67108864|0,h=67108863&o}r.words[c]=0|h,l=0|u}return 0!==l?r.words[c]=0|l:r.length--,r.strip()}i.prototype.toString=function(t,e){var r;if(e=0|e||1,16===(t=t||10)||\"hex\"===t){r=\"\";for(var a=0,i=0,o=0;o<this.length;o++){var s=this.words[o],l=(16777215&(s<<a|i)).toString(16);r=0!==(i=s>>>24-a&16777215)||o!==this.length-1?c[6-l.length]+l+r:l+r,(a+=2)>=26&&(a-=26,o--)}for(0!==i&&(r=i.toString(16)+r);r.length%e!=0;)r=\"0\"+r;return 0!==this.negative&&(r=\"-\"+r),r}if(t===(0|t)&&t>=2&&t<=36){var f=u[t],p=h[t];r=\"\";var d=this.clone();for(d.negative=0;!d.isZero();){var g=d.modn(p).toString(t);r=(d=d.idivn(p)).isZero()?g+r:c[f-g.length]+g+r}for(this.isZero()&&(r=\"0\"+r);r.length%e!=0;)r=\"0\"+r;return 0!==this.negative&&(r=\"-\"+r),r}n(!1,\"Base 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32-Math.clz32(t)}:i.prototype._countBits=function(t){var e=t,r=0;return e>=4096&&(r+=13,e>>>=13),e>=64&&(r+=7,e>>>=7),e>=8&&(r+=4,e>>>=4),e>=2&&(r+=2,e>>>=2),r+e},i.prototype._zeroBits=function(t){if(0===t)return 26;var e=t,r=0;return 0==(8191&e)&&(r+=13,e>>>=13),0==(127&e)&&(r+=7,e>>>=7),0==(15&e)&&(r+=4,e>>>=4),0==(3&e)&&(r+=2,e>>>=2),0==(1&e)&&r++,r},i.prototype.bitLength=function(){var t=this.words[this.length-1],e=this._countBits(t);return 26*(this.length-1)+e},i.prototype.zeroBits=function(){if(this.isZero())return 0;for(var t=0,e=0;e<this.length;e++){var r=this._zeroBits(this.words[e]);if(t+=r,26!==r)break}return t},i.prototype.byteLength=function(){return Math.ceil(this.bitLength()/8)},i.prototype.toTwos=function(t){return 0!==this.negative?this.abs().inotn(t).iaddn(1):this.clone()},i.prototype.fromTwos=function(t){return this.testn(t-1)?this.notn(t).iaddn(1).ineg():this.clone()},i.prototype.isNeg=function(){return 0!==this.negative},i.prototype.neg=function(){return this.clone().ineg()},i.prototype.ineg=function(){return this.isZero()||(this.negative^=1),this},i.prototype.iuor=function(t){for(;this.length<t.length;)this.words[this.length++]=0;for(var e=0;e<t.length;e++)this.words[e]=this.words[e]|t.words[e];return this.strip()},i.prototype.ior=function(t){return n(0==(this.negative|t.negative)),this.iuor(t)},i.prototype.or=function(t){return this.length>t.length?this.clone().ior(t):t.clone().ior(this)},i.prototype.uor=function(t){return this.length>t.length?this.clone().iuor(t):t.clone().iuor(this)},i.prototype.iuand=function(t){var e;e=this.length>t.length?t:this;for(var r=0;r<e.length;r++)this.words[r]=this.words[r]&t.words[r];return this.length=e.length,this.strip()},i.prototype.iand=function(t){return n(0==(this.negative|t.negative)),this.iuand(t)},i.prototype.and=function(t){return this.length>t.length?this.clone().iand(t):t.clone().iand(this)},i.prototype.uand=function(t){return this.length>t.length?this.clone().iuand(t):t.clone().iuand(this)},i.prototype.iuxor=function(t){var e,r;this.length>t.length?(e=this,r=t):(e=t,r=this);for(var n=0;n<r.length;n++)this.words[n]=e.words[n]^r.words[n];if(this!==e)for(;n<e.length;n++)this.words[n]=e.words[n];return this.length=e.length,this.strip()},i.prototype.ixor=function(t){return n(0==(this.negative|t.negative)),this.iuxor(t)},i.prototype.xor=function(t){return this.length>t.length?this.clone().ixor(t):t.clone().ixor(this)},i.prototype.uxor=function(t){return this.length>t.length?this.clone().iuxor(t):t.clone().iuxor(this)},i.prototype.inotn=function(t){n(\"number\"==typeof t&&t>=0);var e=0|Math.ceil(t/26),r=t%26;this._expand(e),r>0&&e--;for(var a=0;a<e;a++)this.words[a]=67108863&~this.words[a];return r>0&&(this.words[a]=~this.words[a]&67108863>>26-r),this.strip()},i.prototype.notn=function(t){return this.clone().inotn(t)},i.prototype.setn=function(t,e){n(\"number\"==typeof t&&t>=0);var r=t/26|0,a=t%26;return this._expand(r+1),this.words[r]=e?this.words[r]|1<<a:this.words[r]&~(1<<a),this.strip()},i.prototype.iadd=function(t){var e,r,n;if(0!==this.negative&&0===t.negative)return this.negative=0,e=this.isub(t),this.negative^=1,this._normSign();if(0===this.negative&&0!==t.negative)return t.negative=0,e=this.isub(t),t.negative=1,e._normSign();this.length>t.length?(r=this,n=t):(r=t,n=this);for(var a=0,i=0;i<n.length;i++)e=(0|r.words[i])+(0|n.words[i])+a,this.words[i]=67108863&e,a=e>>>26;for(;0!==a&&i<r.length;i++)e=(0|r.words[i])+a,this.words[i]=67108863&e,a=e>>>26;if(this.length=r.length,0!==a)this.words[this.length]=a,this.length++;else if(r!==this)for(;i<r.length;i++)this.words[i]=r.words[i];return this},i.prototype.add=function(t){var e;return 0!==t.negative&&0===this.negative?(t.negative=0,e=this.sub(t),t.negative^=1,e):0===t.negative&&0!==this.negative?(this.negative=0,e=t.sub(this),this.negative=1,e):this.length>t.length?this.clone().iadd(t):t.clone().iadd(this)},i.prototype.isub=function(t){if(0!==t.negative){t.negative=0;var e=this.iadd(t);return t.negative=1,e._normSign()}if(0!==this.negative)return this.negative=0,this.iadd(t),this.negative=1,this._normSign();var r,n,a=this.cmp(t);if(0===a)return this.negative=0,this.length=1,this.words[0]=0,this;a>0?(r=this,n=t):(r=t,n=this);for(var i=0,o=0;o<n.length;o++)i=(e=(0|r.words[o])-(0|n.words[o])+i)>>26,this.words[o]=67108863&e;for(;0!==i&&o<r.length;o++)i=(e=(0|r.words[o])+i)>>26,this.words[o]=67108863&e;if(0===i&&o<r.length&&r!==this)for(;o<r.length;o++)this.words[o]=r.words[o];return this.length=Math.max(this.length,o),r!==this&&(this.negative=1),this.strip()},i.prototype.sub=function(t){return this.clone().isub(t)};var p=function(t,e,r){var 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mt=(c+(n=n+Math.imul(h,H)|0)|0)+((8191&(a=(a=a+Math.imul(h,G)|0)+Math.imul(f,H)|0))<<13)|0;c=((i=i+Math.imul(f,G)|0)+(a>>>13)|0)+(mt>>>26)|0,mt&=67108863,n=Math.imul(m,V),a=(a=Math.imul(m,U))+Math.imul(y,V)|0,i=Math.imul(y,U),n=n+Math.imul(d,H)|0,a=(a=a+Math.imul(d,G)|0)+Math.imul(g,H)|0,i=i+Math.imul(g,G)|0;var yt=(c+(n=n+Math.imul(h,W)|0)|0)+((8191&(a=(a=a+Math.imul(h,X)|0)+Math.imul(f,W)|0))<<13)|0;c=((i=i+Math.imul(f,X)|0)+(a>>>13)|0)+(yt>>>26)|0,yt&=67108863,n=Math.imul(b,V),a=(a=Math.imul(b,U))+Math.imul(_,V)|0,i=Math.imul(_,U),n=n+Math.imul(m,H)|0,a=(a=a+Math.imul(m,G)|0)+Math.imul(y,H)|0,i=i+Math.imul(y,G)|0,n=n+Math.imul(d,W)|0,a=(a=a+Math.imul(d,X)|0)+Math.imul(g,W)|0,i=i+Math.imul(g,X)|0;var xt=(c+(n=n+Math.imul(h,J)|0)|0)+((8191&(a=(a=a+Math.imul(h,K)|0)+Math.imul(f,J)|0))<<13)|0;c=((i=i+Math.imul(f,K)|0)+(a>>>13)|0)+(xt>>>26)|0,xt&=67108863,n=Math.imul(k,V),a=(a=Math.imul(k,U))+Math.imul(T,V)|0,i=Math.imul(T,U),n=n+Math.imul(b,H)|0,a=(a=a+Math.imul(b,G)|0)+Math.imul(_,H)|0,i=i+Math.imul(_,G)|0,n=n+Math.imul(m,W)|0,a=(a=a+Math.imul(m,X)|0)+Math.imul(y,W)|0,i=i+Math.imul(y,X)|0,n=n+Math.imul(d,J)|0,a=(a=a+Math.imul(d,K)|0)+Math.imul(g,J)|0,i=i+Math.imul(g,K)|0;var bt=(c+(n=n+Math.imul(h,$)|0)|0)+((8191&(a=(a=a+Math.imul(h,tt)|0)+Math.imul(f,$)|0))<<13)|0;c=((i=i+Math.imul(f,tt)|0)+(a>>>13)|0)+(bt>>>26)|0,bt&=67108863,n=Math.imul(A,V),a=(a=Math.imul(A,U))+Math.imul(S,V)|0,i=Math.imul(S,U),n=n+Math.imul(k,H)|0,a=(a=a+Math.imul(k,G)|0)+Math.imul(T,H)|0,i=i+Math.imul(T,G)|0,n=n+Math.imul(b,W)|0,a=(a=a+Math.imul(b,X)|0)+Math.imul(_,W)|0,i=i+Math.imul(_,X)|0,n=n+Math.imul(m,J)|0,a=(a=a+Math.imul(m,K)|0)+Math.imul(y,J)|0,i=i+Math.imul(y,K)|0,n=n+Math.imul(d,$)|0,a=(a=a+Math.imul(d,tt)|0)+Math.imul(g,$)|0,i=i+Math.imul(g,tt)|0;var _t=(c+(n=n+Math.imul(h,rt)|0)|0)+((8191&(a=(a=a+Math.imul(h,nt)|0)+Math.imul(f,rt)|0))<<13)|0;c=((i=i+Math.imul(f,nt)|0)+(a>>>13)|0)+(_t>>>26)|0,_t&=67108863,n=Math.imul(L,V),a=(a=Math.imul(L,U))+Math.imul(C,V)|0,i=Math.imul(C,U),n=n+Math.imul(A,H)|0,a=(a=a+Math.imul(A,G)|0)+Math.imul(S,H)|0,i=i+Math.imul(S,G)|0,n=n+Math.imul(k,W)|0,a=(a=a+Math.imul(k,X)|0)+Math.imul(T,W)|0,i=i+Math.imul(T,X)|0,n=n+Math.imul(b,J)|0,a=(a=a+Math.imul(b,K)|0)+Math.imul(_,J)|0,i=i+Math.imul(_,K)|0,n=n+Math.imul(m,$)|0,a=(a=a+Math.imul(m,tt)|0)+Math.imul(y,$)|0,i=i+Math.imul(y,tt)|0,n=n+Math.imul(d,rt)|0,a=(a=a+Math.imul(d,nt)|0)+Math.imul(g,rt)|0,i=i+Math.imul(g,nt)|0;var wt=(c+(n=n+Math.imul(h,it)|0)|0)+((8191&(a=(a=a+Math.imul(h,ot)|0)+Math.imul(f,it)|0))<<13)|0;c=((i=i+Math.imul(f,ot)|0)+(a>>>13)|0)+(wt>>>26)|0,wt&=67108863,n=Math.imul(O,V),a=(a=Math.imul(O,U))+Math.imul(z,V)|0,i=Math.imul(z,U),n=n+Math.imul(L,H)|0,a=(a=a+Math.imul(L,G)|0)+Math.imul(C,H)|0,i=i+Math.imul(C,G)|0,n=n+Math.imul(A,W)|0,a=(a=a+Math.imul(A,X)|0)+Math.imul(S,W)|0,i=i+Math.imul(S,X)|0,n=n+Math.imul(k,J)|0,a=(a=a+Math.imul(k,K)|0)+Math.imul(T,J)|0,i=i+Math.imul(T,K)|0,n=n+Math.imul(b,$)|0,a=(a=a+Math.imul(b,tt)|0)+Math.imul(_,$)|0,i=i+Math.imul(_,tt)|0,n=n+Math.imul(m,rt)|0,a=(a=a+Math.imul(m,nt)|0)+Math.imul(y,rt)|0,i=i+Math.imul(y,nt)|0,n=n+Math.imul(d,it)|0,a=(a=a+Math.imul(d,ot)|0)+Math.imul(g,it)|0,i=i+Math.imul(g,ot)|0;var kt=(c+(n=n+Math.imul(h,lt)|0)|0)+((8191&(a=(a=a+Math.imul(h,ct)|0)+Math.imul(f,lt)|0))<<13)|0;c=((i=i+Math.imul(f,ct)|0)+(a>>>13)|0)+(kt>>>26)|0,kt&=67108863,n=Math.imul(D,V),a=(a=Math.imul(D,U))+Math.imul(R,V)|0,i=Math.imul(R,U),n=n+Math.imul(O,H)|0,a=(a=a+Math.imul(O,G)|0)+Math.imul(z,H)|0,i=i+Math.imul(z,G)|0,n=n+Math.imul(L,W)|0,a=(a=a+Math.imul(L,X)|0)+Math.imul(C,W)|0,i=i+Math.imul(C,X)|0,n=n+Math.imul(A,J)|0,a=(a=a+Math.imul(A,K)|0)+Math.imul(S,J)|0,i=i+Math.imul(S,K)|0,n=n+Math.imul(k,$)|0,a=(a=a+Math.imul(k,tt)|0)+Math.imul(T,$)|0,i=i+Math.imul(T,tt)|0,n=n+Math.imul(b,rt)|0,a=(a=a+Math.imul(b,nt)|0)+Math.imul(_,rt)|0,i=i+Math.imul(_,nt)|0,n=n+Math.imul(m,it)|0,a=(a=a+Math.imul(m,ot)|0)+Math.imul(y,it)|0,i=i+Math.imul(y,ot)|0,n=n+Math.imul(d,lt)|0,a=(a=a+Math.imul(d,ct)|0)+Math.imul(g,lt)|0,i=i+Math.imul(g,ct)|0;var Tt=(c+(n=n+Math.imul(h,ht)|0)|0)+((8191&(a=(a=a+Math.imul(h,ft)|0)+Math.imul(f,ht)|0))<<13)|0;c=((i=i+Math.imul(f,ft)|0)+(a>>>13)|0)+(Tt>>>26)|0,Tt&=67108863,n=Math.imul(B,V),a=(a=Math.imul(B,U))+Math.imul(N,V)|0,i=Math.imul(N,U),n=n+Math.imul(D,H)|0,a=(a=a+Math.imul(D,G)|0)+Math.imul(R,H)|0,i=i+Math.imul(R,G)|0,n=n+Math.imul(O,W)|0,a=(a=a+Math.imul(O,X)|0)+Math.imul(z,W)|0,i=i+Math.imul(z,X)|0,n=n+Math.imul(L,J)|0,a=(a=a+Math.imul(L,K)|0)+Math.imul(C,J)|0,i=i+Math.imul(C,K)|0,n=n+Math.imul(A,$)|0,a=(a=a+Math.imul(A,tt)|0)+Math.imul(S,$)|0,i=i+Math.imul(S,tt)|0,n=n+Math.imul(k,rt)|0,a=(a=a+Math.imul(k,nt)|0)+Math.imul(T,rt)|0,i=i+Math.imul(T,nt)|0,n=n+Math.imul(b,it)|0,a=(a=a+Math.imul(b,ot)|0)+Math.imul(_,it)|0,i=i+Math.imul(_,ot)|0,n=n+Math.imul(m,lt)|0,a=(a=a+Math.imul(m,ct)|0)+Math.imul(y,lt)|0,i=i+Math.imul(y,ct)|0,n=n+Math.imul(d,ht)|0,a=(a=a+Math.imul(d,ft)|0)+Math.imul(g,ht)|0,i=i+Math.imul(g,ft)|0;var Mt=(c+(n=n+Math.imul(h,dt)|0)|0)+((8191&(a=(a=a+Math.imul(h,gt)|0)+Math.imul(f,dt)|0))<<13)|0;c=((i=i+Math.imul(f,gt)|0)+(a>>>13)|0)+(Mt>>>26)|0,Mt&=67108863,n=Math.imul(B,H),a=(a=Math.imul(B,G))+Math.imul(N,H)|0,i=Math.imul(N,G),n=n+Math.imul(D,W)|0,a=(a=a+Math.imul(D,X)|0)+Math.imul(R,W)|0,i=i+Math.imul(R,X)|0,n=n+Math.imul(O,J)|0,a=(a=a+Math.imul(O,K)|0)+Math.imul(z,J)|0,i=i+Math.imul(z,K)|0,n=n+Math.imul(L,$)|0,a=(a=a+Math.imul(L,tt)|0)+Math.imul(C,$)|0,i=i+Math.imul(C,tt)|0,n=n+Math.imul(A,rt)|0,a=(a=a+Math.imul(A,nt)|0)+Math.imul(S,rt)|0,i=i+Math.imul(S,nt)|0,n=n+Math.imul(k,it)|0,a=(a=a+Math.imul(k,ot)|0)+Math.imul(T,it)|0,i=i+Math.imul(T,ot)|0,n=n+Math.imul(b,lt)|0,a=(a=a+Math.imul(b,ct)|0)+Math.imul(_,lt)|0,i=i+Math.imul(_,ct)|0,n=n+Math.imul(m,ht)|0,a=(a=a+Math.imul(m,ft)|0)+Math.imul(y,ht)|0,i=i+Math.imul(y,ft)|0;var At=(c+(n=n+Math.imul(d,dt)|0)|0)+((8191&(a=(a=a+Math.imul(d,gt)|0)+Math.imul(g,dt)|0))<<13)|0;c=((i=i+Math.imul(g,gt)|0)+(a>>>13)|0)+(At>>>26)|0,At&=67108863,n=Math.imul(B,W),a=(a=Math.imul(B,X))+Math.imul(N,W)|0,i=Math.imul(N,X),n=n+Math.imul(D,J)|0,a=(a=a+Math.imul(D,K)|0)+Math.imul(R,J)|0,i=i+Math.imul(R,K)|0,n=n+Math.imul(O,$)|0,a=(a=a+Math.imul(O,tt)|0)+Math.imul(z,$)|0,i=i+Math.imul(z,tt)|0,n=n+Math.imul(L,rt)|0,a=(a=a+Math.imul(L,nt)|0)+Math.imul(C,rt)|0,i=i+Math.imul(C,nt)|0,n=n+Math.imul(A,it)|0,a=(a=a+Math.imul(A,ot)|0)+Math.imul(S,it)|0,i=i+Math.imul(S,ot)|0,n=n+Math.imul(k,lt)|0,a=(a=a+Math.imul(k,ct)|0)+Math.imul(T,lt)|0,i=i+Math.imul(T,ct)|0,n=n+Math.imul(b,ht)|0,a=(a=a+Math.imul(b,ft)|0)+Math.imul(_,ht)|0,i=i+Math.imul(_,ft)|0;var St=(c+(n=n+Math.imul(m,dt)|0)|0)+((8191&(a=(a=a+Math.imul(m,gt)|0)+Math.imul(y,dt)|0))<<13)|0;c=((i=i+Math.imul(y,gt)|0)+(a>>>13)|0)+(St>>>26)|0,St&=67108863,n=Math.imul(B,J),a=(a=Math.imul(B,K))+Math.imul(N,J)|0,i=Math.imul(N,K),n=n+Math.imul(D,$)|0,a=(a=a+Math.imul(D,tt)|0)+Math.imul(R,$)|0,i=i+Math.imul(R,tt)|0,n=n+Math.imul(O,rt)|0,a=(a=a+Math.imul(O,nt)|0)+Math.imul(z,rt)|0,i=i+Math.imul(z,nt)|0,n=n+Math.imul(L,it)|0,a=(a=a+Math.imul(L,ot)|0)+Math.imul(C,it)|0,i=i+Math.imul(C,ot)|0,n=n+Math.imul(A,lt)|0,a=(a=a+Math.imul(A,ct)|0)+Math.imul(S,lt)|0,i=i+Math.imul(S,ct)|0,n=n+Math.imul(k,ht)|0,a=(a=a+Math.imul(k,ft)|0)+Math.imul(T,ht)|0,i=i+Math.imul(T,ft)|0;var Et=(c+(n=n+Math.imul(b,dt)|0)|0)+((8191&(a=(a=a+Math.imul(b,gt)|0)+Math.imul(_,dt)|0))<<13)|0;c=((i=i+Math.imul(_,gt)|0)+(a>>>13)|0)+(Et>>>26)|0,Et&=67108863,n=Math.imul(B,$),a=(a=Math.imul(B,tt))+Math.imul(N,$)|0,i=Math.imul(N,tt),n=n+Math.imul(D,rt)|0,a=(a=a+Math.imul(D,nt)|0)+Math.imul(R,rt)|0,i=i+Math.imul(R,nt)|0,n=n+Math.imul(O,it)|0,a=(a=a+Math.imul(O,ot)|0)+Math.imul(z,it)|0,i=i+Math.imul(z,ot)|0,n=n+Math.imul(L,lt)|0,a=(a=a+Math.imul(L,ct)|0)+Math.imul(C,lt)|0,i=i+Math.imul(C,ct)|0,n=n+Math.imul(A,ht)|0,a=(a=a+Math.imul(A,ft)|0)+Math.imul(S,ht)|0,i=i+Math.imul(S,ft)|0;var Lt=(c+(n=n+Math.imul(k,dt)|0)|0)+((8191&(a=(a=a+Math.imul(k,gt)|0)+Math.imul(T,dt)|0))<<13)|0;c=((i=i+Math.imul(T,gt)|0)+(a>>>13)|0)+(Lt>>>26)|0,Lt&=67108863,n=Math.imul(B,rt),a=(a=Math.imul(B,nt))+Math.imul(N,rt)|0,i=Math.imul(N,nt),n=n+Math.imul(D,it)|0,a=(a=a+Math.imul(D,ot)|0)+Math.imul(R,it)|0,i=i+Math.imul(R,ot)|0,n=n+Math.imul(O,lt)|0,a=(a=a+Math.imul(O,ct)|0)+Math.imul(z,lt)|0,i=i+Math.imul(z,ct)|0,n=n+Math.imul(L,ht)|0,a=(a=a+Math.imul(L,ft)|0)+Math.imul(C,ht)|0,i=i+Math.imul(C,ft)|0;var Ct=(c+(n=n+Math.imul(A,dt)|0)|0)+((8191&(a=(a=a+Math.imul(A,gt)|0)+Math.imul(S,dt)|0))<<13)|0;c=((i=i+Math.imul(S,gt)|0)+(a>>>13)|0)+(Ct>>>26)|0,Ct&=67108863,n=Math.imul(B,it),a=(a=Math.imul(B,ot))+Math.imul(N,it)|0,i=Math.imul(N,ot),n=n+Math.imul(D,lt)|0,a=(a=a+Math.imul(D,ct)|0)+Math.imul(R,lt)|0,i=i+Math.imul(R,ct)|0,n=n+Math.imul(O,ht)|0,a=(a=a+Math.imul(O,ft)|0)+Math.imul(z,ht)|0,i=i+Math.imul(z,ft)|0;var Pt=(c+(n=n+Math.imul(L,dt)|0)|0)+((8191&(a=(a=a+Math.imul(L,gt)|0)+Math.imul(C,dt)|0))<<13)|0;c=((i=i+Math.imul(C,gt)|0)+(a>>>13)|0)+(Pt>>>26)|0,Pt&=67108863,n=Math.imul(B,lt),a=(a=Math.imul(B,ct))+Math.imul(N,lt)|0,i=Math.imul(N,ct),n=n+Math.imul(D,ht)|0,a=(a=a+Math.imul(D,ft)|0)+Math.imul(R,ht)|0,i=i+Math.imul(R,ft)|0;var Ot=(c+(n=n+Math.imul(O,dt)|0)|0)+((8191&(a=(a=a+Math.imul(O,gt)|0)+Math.imul(z,dt)|0))<<13)|0;c=((i=i+Math.imul(z,gt)|0)+(a>>>13)|0)+(Ot>>>26)|0,Ot&=67108863,n=Math.imul(B,ht),a=(a=Math.imul(B,ft))+Math.imul(N,ht)|0,i=Math.imul(N,ft);var zt=(c+(n=n+Math.imul(D,dt)|0)|0)+((8191&(a=(a=a+Math.imul(D,gt)|0)+Math.imul(R,dt)|0))<<13)|0;c=((i=i+Math.imul(R,gt)|0)+(a>>>13)|0)+(zt>>>26)|0,zt&=67108863;var It=(c+(n=Math.imul(B,dt))|0)+((8191&(a=(a=Math.imul(B,gt))+Math.imul(N,dt)|0))<<13)|0;return c=((i=Math.imul(N,gt))+(a>>>13)|0)+(It>>>26)|0,It&=67108863,l[0]=vt,l[1]=mt,l[2]=yt,l[3]=xt,l[4]=bt,l[5]=_t,l[6]=wt,l[7]=kt,l[8]=Tt,l[9]=Mt,l[10]=At,l[11]=St,l[12]=Et,l[13]=Lt,l[14]=Ct,l[15]=Pt,l[16]=Ot,l[17]=zt,l[18]=It,0!==c&&(l[19]=c,r.length++),r};function d(t,e,r){return(new g).mulp(t,e,r)}function g(t,e){this.x=t,this.y=e}Math.imul||(p=f),i.prototype.mulTo=function(t,e){var r=this.length+t.length;return 10===this.length&&10===t.length?p(this,t,e):r<63?f(this,t,e):r<1024?function(t,e,r){r.negative=e.negative^t.negative,r.length=t.length+e.length;for(var n=0,a=0,i=0;i<r.length-1;i++){var o=a;a=0;for(var s=67108863&n,l=Math.min(i,e.length-1),c=Math.max(0,i-t.length+1);c<=l;c++){var u=i-c,h=(0|t.words[u])*(0|e.words[c]),f=67108863&h;s=67108863&(f=f+s|0),a+=(o=(o=o+(h/67108864|0)|0)+(f>>>26)|0)>>>26,o&=67108863}r.words[i]=s,n=o,o=a}return 0!==n?r.words[i]=n:r.length--,r.strip()}(this,t,e):d(this,t,e)},g.prototype.makeRBT=function(t){for(var e=new Array(t),r=i.prototype._countBits(t)-1,n=0;n<t;n++)e[n]=this.revBin(n,r,t);return e},g.prototype.revBin=function(t,e,r){if(0===t||t===r-1)return t;for(var n=0,a=0;a<e;a++)n|=(1&t)<<e-a-1,t>>=1;return n},g.prototype.permute=function(t,e,r,n,a,i){for(var o=0;o<i;o++)n[o]=e[t[o]],a[o]=r[t[o]]},g.prototype.transform=function(t,e,r,n,a,i){this.permute(i,t,e,r,n,a);for(var o=1;o<a;o<<=1)for(var s=o<<1,l=Math.cos(2*Math.PI/s),c=Math.sin(2*Math.PI/s),u=0;u<a;u+=s)for(var h=l,f=c,p=0;p<o;p++){var d=r[u+p],g=n[u+p],v=r[u+p+o],m=n[u+p+o],y=h*v-f*m;m=h*m+f*v,v=y,r[u+p]=d+v,n[u+p]=g+m,r[u+p+o]=d-v,n[u+p+o]=g-m,p!==s&&(y=l*h-c*f,f=l*f+c*h,h=y)}},g.prototype.guessLen13b=function(t,e){var r=1|Math.max(e,t),n=1&r,a=0;for(r=r/2|0;r;r>>>=1)a++;return 1<<a+1+n},g.prototype.conjugate=function(t,e,r){if(!(r<=1))for(var n=0;n<r/2;n++){var a=t[n];t[n]=t[r-n-1],t[r-n-1]=a,a=e[n],e[n]=-e[r-n-1],e[r-n-1]=-a}},g.prototype.normalize13b=function(t,e){for(var r=0,n=0;n<e/2;n++){var a=8192*Math.round(t[2*n+1]/e)+Math.round(t[2*n]/e)+r;t[n]=67108863&a,r=a<67108864?0:a/67108864|0}return t},g.prototype.convert13b=function(t,e,r,a){for(var i=0,o=0;o<e;o++)i+=0|t[o],r[2*o]=8191&i,i>>>=13,r[2*o+1]=8191&i,i>>>=13;for(o=2*e;o<a;++o)r[o]=0;n(0===i),n(0==(-8192&i))},g.prototype.stub=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=0;return e},g.prototype.mulp=function(t,e,r){var n=2*this.guessLen13b(t.length,e.length),a=this.makeRBT(n),i=this.stub(n),o=new Array(n),s=new Array(n),l=new Array(n),c=new Array(n),u=new Array(n),h=new Array(n),f=r.words;f.length=n,this.convert13b(t.words,t.length,o,n),this.convert13b(e.words,e.length,c,n),this.transform(o,i,s,l,n,a),this.transform(c,i,u,h,n,a);for(var p=0;p<n;p++){var d=s[p]*u[p]-l[p]*h[p];l[p]=s[p]*h[p]+l[p]*u[p],s[p]=d}return this.conjugate(s,l,n),this.transform(s,l,f,i,n,a),this.conjugate(f,i,n),this.normalize13b(f,n),r.negative=t.negative^e.negative,r.length=t.length+e.length,r.strip()},i.prototype.mul=function(t){var e=new i(null);return e.words=new Array(this.length+t.length),this.mulTo(t,e)},i.prototype.mulf=function(t){var e=new i(null);return e.words=new Array(this.length+t.length),d(this,t,e)},i.prototype.imul=function(t){return this.clone().mulTo(t,this)},i.prototype.imuln=function(t){n(\"number\"==typeof t),n(t<67108864);for(var e=0,r=0;r<this.length;r++){var a=(0|this.words[r])*t,i=(67108863&a)+(67108863&e);e>>=26,e+=a/67108864|0,e+=i>>>26,this.words[r]=67108863&i}return 0!==e&&(this.words[r]=e,this.length++),this},i.prototype.muln=function(t){return this.clone().imuln(t)},i.prototype.sqr=function(){return this.mul(this)},i.prototype.isqr=function(){return this.imul(this.clone())},i.prototype.pow=function(t){var e=function(t){for(var e=new Array(t.bitLength()),r=0;r<e.length;r++){var n=r/26|0,a=r%26;e[r]=(t.words[n]&1<<a)>>>a}return e}(t);if(0===e.length)return new i(1);for(var r=this,n=0;n<e.length&&0===e[n];n++,r=r.sqr());if(++n<e.length)for(var a=r.sqr();n<e.length;n++,a=a.sqr())0!==e[n]&&(r=r.mul(a));return r},i.prototype.iushln=function(t){n(\"number\"==typeof t&&t>=0);var e,r=t%26,a=(t-r)/26,i=67108863>>>26-r<<26-r;if(0!==r){var o=0;for(e=0;e<this.length;e++){var s=this.words[e]&i,l=(0|this.words[e])-s<<r;this.words[e]=l|o,o=s>>>26-r}o&&(this.words[e]=o,this.length++)}if(0!==a){for(e=this.length-1;e>=0;e--)this.words[e+a]=this.words[e];for(e=0;e<a;e++)this.words[e]=0;this.length+=a}return this.strip()},i.prototype.ishln=function(t){return n(0===this.negative),this.iushln(t)},i.prototype.iushrn=function(t,e,r){var a;n(\"number\"==typeof t&&t>=0),a=e?(e-e%26)/26:0;var i=t%26,o=Math.min((t-i)/26,this.length),s=67108863^67108863>>>i<<i,l=r;if(a-=o,a=Math.max(0,a),l){for(var c=0;c<o;c++)l.words[c]=this.words[c];l.length=o}if(0===o);else if(this.length>o)for(this.length-=o,c=0;c<this.length;c++)this.words[c]=this.words[c+o];else this.words[0]=0,this.length=1;var u=0;for(c=this.length-1;c>=0&&(0!==u||c>=a);c--){var h=0|this.words[c];this.words[c]=u<<26-i|h>>>i,u=h&s}return l&&0!==u&&(l.words[l.length++]=u),0===this.length&&(this.words[0]=0,this.length=1),this.strip()},i.prototype.ishrn=function(t,e,r){return n(0===this.negative),this.iushrn(t,e,r)},i.prototype.shln=function(t){return this.clone().ishln(t)},i.prototype.ushln=function(t){return this.clone().iushln(t)},i.prototype.shrn=function(t){return this.clone().ishrn(t)},i.prototype.ushrn=function(t){return this.clone().iushrn(t)},i.prototype.testn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26,a=1<<e;return!(this.length<=r)&&!!(this.words[r]&a)},i.prototype.imaskn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,\"imaskn works only with positive numbers\"),this.length<=r)return this;if(0!==e&&r++,this.length=Math.min(r,this.length),0!==e){var a=67108863^67108863>>>e<<e;this.words[this.length-1]&=a}return this.strip()},i.prototype.maskn=function(t){return this.clone().imaskn(t)},i.prototype.iaddn=function(t){return n(\"number\"==typeof t),n(t<67108864),t<0?this.isubn(-t):0!==this.negative?1===this.length&&(0|this.words[0])<t?(this.words[0]=t-(0|this.words[0]),this.negative=0,this):(this.negative=0,this.isubn(t),this.negative=1,this):this._iaddn(t)},i.prototype._iaddn=function(t){this.words[0]+=t;for(var e=0;e<this.length&&this.words[e]>=67108864;e++)this.words[e]-=67108864,e===this.length-1?this.words[e+1]=1:this.words[e+1]++;return this.length=Math.max(this.length,e+1),this},i.prototype.isubn=function(t){if(n(\"number\"==typeof t),n(t<67108864),t<0)return this.iaddn(-t);if(0!==this.negative)return this.negative=0,this.iaddn(t),this.negative=1,this;if(this.words[0]-=t,1===this.length&&this.words[0]<0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e<this.length&&this.words[e]<0;e++)this.words[e]+=67108864,this.words[e+1]-=1;return this.strip()},i.prototype.addn=function(t){return this.clone().iaddn(t)},i.prototype.subn=function(t){return this.clone().isubn(t)},i.prototype.iabs=function(){return this.negative=0,this},i.prototype.abs=function(){return this.clone().iabs()},i.prototype._ishlnsubmul=function(t,e,r){var a,i,o=t.length+r;this._expand(o);var s=0;for(a=0;a<t.length;a++){i=(0|this.words[a+r])+s;var l=(0|t.words[a])*e;s=((i-=67108863&l)>>26)-(l/67108864|0),this.words[a+r]=67108863&i}for(;a<this.length-r;a++)s=(i=(0|this.words[a+r])+s)>>26,this.words[a+r]=67108863&i;if(0===s)return this.strip();for(n(-1===s),s=0,a=0;a<this.length;a++)s=(i=-(0|this.words[a])+s)>>26,this.words[a]=67108863&i;return this.negative=1,this.strip()},i.prototype._wordDiv=function(t,e){var r=(this.length,t.length),n=this.clone(),a=t,o=0|a.words[a.length-1];0!==(r=26-this._countBits(o))&&(a=a.ushln(r),n.iushln(r),o=0|a.words[a.length-1]);var s,l=n.length-a.length;if(\"mod\"!==e){(s=new i(null)).length=l+1,s.words=new Array(s.length);for(var c=0;c<s.length;c++)s.words[c]=0}var u=n.clone()._ishlnsubmul(a,1,l);0===u.negative&&(n=u,s&&(s.words[l]=1));for(var h=l-1;h>=0;h--){var f=67108864*(0|n.words[a.length+h])+(0|n.words[a.length+h-1]);for(f=Math.min(f/o|0,67108863),n._ishlnsubmul(a,f,h);0!==n.negative;)f--,n.negative=0,n._ishlnsubmul(a,1,h),n.isZero()||(n.negative^=1);s&&(s.words[h]=f)}return s&&s.strip(),n.strip(),\"div\"!==e&&0!==r&&n.iushrn(r),{div:s||null,mod:n}},i.prototype.divmod=function(t,e,r){return n(!t.isZero()),this.isZero()?{div:new i(0),mod:new i(0)}:0!==this.negative&&0===t.negative?(s=this.neg().divmod(t,e),\"mod\"!==e&&(a=s.div.neg()),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.iadd(t)),{div:a,mod:o}):0===this.negative&&0!==t.negative?(s=this.divmod(t.neg(),e),\"mod\"!==e&&(a=s.div.neg()),{div:a,mod:s.mod}):0!=(this.negative&t.negative)?(s=this.neg().divmod(t.neg(),e),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.isub(t)),{div:s.div,mod:o}):t.length>this.length||this.cmp(t)<0?{div:new i(0),mod:this}:1===t.length?\"div\"===e?{div:this.divn(t.words[0]),mod:null}:\"mod\"===e?{div:null,mod:new i(this.modn(t.words[0]))}:{div:this.divn(t.words[0]),mod:new i(this.modn(t.words[0]))}:this._wordDiv(t,e);var a,o,s},i.prototype.div=function(t){return this.divmod(t,\"div\",!1).div},i.prototype.mod=function(t){return this.divmod(t,\"mod\",!1).mod},i.prototype.umod=function(t){return this.divmod(t,\"mod\",!0).mod},i.prototype.divRound=function(t){var e=this.divmod(t);if(e.mod.isZero())return e.div;var r=0!==e.div.negative?e.mod.isub(t):e.mod,n=t.ushrn(1),a=t.andln(1),i=r.cmp(n);return i<0||1===a&&0===i?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},i.prototype.modn=function(t){n(t<=67108863);for(var e=(1<<26)%t,r=0,a=this.length-1;a>=0;a--)r=(e*r+(0|this.words[a]))%t;return r},i.prototype.idivn=function(t){n(t<=67108863);for(var e=0,r=this.length-1;r>=0;r--){var a=(0|this.words[r])+67108864*e;this.words[r]=a/t|0,e=a%t}return this.strip()},i.prototype.divn=function(t){return this.clone().idivn(t)},i.prototype.egcd=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var a=new i(1),o=new i(0),s=new i(0),l=new i(1),c=0;e.isEven()&&r.isEven();)e.iushrn(1),r.iushrn(1),++c;for(var u=r.clone(),h=e.clone();!e.isZero();){for(var f=0,p=1;0==(e.words[0]&p)&&f<26;++f,p<<=1);if(f>0)for(e.iushrn(f);f-- >0;)(a.isOdd()||o.isOdd())&&(a.iadd(u),o.isub(h)),a.iushrn(1),o.iushrn(1);for(var d=0,g=1;0==(r.words[0]&g)&&d<26;++d,g<<=1);if(d>0)for(r.iushrn(d);d-- >0;)(s.isOdd()||l.isOdd())&&(s.iadd(u),l.isub(h)),s.iushrn(1),l.iushrn(1);e.cmp(r)>=0?(e.isub(r),a.isub(s),o.isub(l)):(r.isub(e),s.isub(a),l.isub(o))}return{a:s,b:l,gcd:r.iushln(c)}},i.prototype._invmp=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var a,o=new i(1),s=new i(0),l=r.clone();e.cmpn(1)>0&&r.cmpn(1)>0;){for(var c=0,u=1;0==(e.words[0]&u)&&c<26;++c,u<<=1);if(c>0)for(e.iushrn(c);c-- >0;)o.isOdd()&&o.iadd(l),o.iushrn(1);for(var h=0,f=1;0==(r.words[0]&f)&&h<26;++h,f<<=1);if(h>0)for(r.iushrn(h);h-- >0;)s.isOdd()&&s.iadd(l),s.iushrn(1);e.cmp(r)>=0?(e.isub(r),o.isub(s)):(r.isub(e),s.isub(o))}return(a=0===e.cmpn(1)?o:s).cmpn(0)<0&&a.iadd(t),a},i.prototype.gcd=function(t){if(this.isZero())return t.abs();if(t.isZero())return this.abs();var e=this.clone(),r=t.clone();e.negative=0,r.negative=0;for(var n=0;e.isEven()&&r.isEven();n++)e.iushrn(1),r.iushrn(1);for(;;){for(;e.isEven();)e.iushrn(1);for(;r.isEven();)r.iushrn(1);var a=e.cmp(r);if(a<0){var i=e;e=r,r=i}else if(0===a||0===r.cmpn(1))break;e.isub(r)}return r.iushln(n)},i.prototype.invm=function(t){return this.egcd(t).a.umod(t)},i.prototype.isEven=function(){return 0==(1&this.words[0])},i.prototype.isOdd=function(){return 1==(1&this.words[0])},i.prototype.andln=function(t){return this.words[0]&t},i.prototype.bincn=function(t){n(\"number\"==typeof t);var e=t%26,r=(t-e)/26,a=1<<e;if(this.length<=r)return this._expand(r+1),this.words[r]|=a,this;for(var i=a,o=r;0!==i&&o<this.length;o++){var s=0|this.words[o];i=(s+=i)>>>26,s&=67108863,this.words[o]=s}return 0!==i&&(this.words[o]=i,this.length++),this},i.prototype.isZero=function(){return 1===this.length&&0===this.words[0]},i.prototype.cmpn=function(t){var e,r=t<0;if(0!==this.negative&&!r)return-1;if(0===this.negative&&r)return 1;if(this.strip(),this.length>1)e=1;else{r&&(t=-t),n(t<=67108863,\"Number is too big\");var a=0|this.words[0];e=a===t?0:a<t?-1:1}return 0!==this.negative?0|-e:e},i.prototype.cmp=function(t){if(0!==this.negative&&0===t.negative)return-1;if(0===this.negative&&0!==t.negative)return 1;var e=this.ucmp(t);return 0!==this.negative?0|-e:e},i.prototype.ucmp=function(t){if(this.length>t.length)return 1;if(this.length<t.length)return-1;for(var e=0,r=this.length-1;r>=0;r--){var n=0|this.words[r],a=0|t.words[r];if(n!==a){n<a?e=-1:n>a&&(e=1);break}}return e},i.prototype.gtn=function(t){return 1===this.cmpn(t)},i.prototype.gt=function(t){return 1===this.cmp(t)},i.prototype.gten=function(t){return this.cmpn(t)>=0},i.prototype.gte=function(t){return this.cmp(t)>=0},i.prototype.ltn=function(t){return-1===this.cmpn(t)},i.prototype.lt=function(t){return-1===this.cmp(t)},i.prototype.lten=function(t){return this.cmpn(t)<=0},i.prototype.lte=function(t){return this.cmp(t)<=0},i.prototype.eqn=function(t){return 0===this.cmpn(t)},i.prototype.eq=function(t){return 0===this.cmp(t)},i.red=function(t){return new w(t)},i.prototype.toRed=function(t){return n(!this.red,\"Already a number in reduction context\"),n(0===this.negative,\"red works only with positives\"),t.convertTo(this)._forceRed(t)},i.prototype.fromRed=function(){return n(this.red,\"fromRed works only with numbers in reduction context\"),this.red.convertFrom(this)},i.prototype._forceRed=function(t){return this.red=t,this},i.prototype.forceRed=function(t){return n(!this.red,\"Already a number in reduction context\"),this._forceRed(t)},i.prototype.redAdd=function(t){return n(this.red,\"redAdd works only with red numbers\"),this.red.add(this,t)},i.prototype.redIAdd=function(t){return n(this.red,\"redIAdd works only with red numbers\"),this.red.iadd(this,t)},i.prototype.redSub=function(t){return n(this.red,\"redSub works only with red numbers\"),this.red.sub(this,t)},i.prototype.redISub=function(t){return n(this.red,\"redISub works only with red numbers\"),this.red.isub(this,t)},i.prototype.redShl=function(t){return n(this.red,\"redShl works only with red numbers\"),this.red.shl(this,t)},i.prototype.redMul=function(t){return n(this.red,\"redMul works only with red numbers\"),this.red._verify2(this,t),this.red.mul(this,t)},i.prototype.redIMul=function(t){return n(this.red,\"redMul works only with red numbers\"),this.red._verify2(this,t),this.red.imul(this,t)},i.prototype.redSqr=function(){return n(this.red,\"redSqr works only with red numbers\"),this.red._verify1(this),this.red.sqr(this)},i.prototype.redISqr=function(){return n(this.red,\"redISqr works only with red numbers\"),this.red._verify1(this),this.red.isqr(this)},i.prototype.redSqrt=function(){return n(this.red,\"redSqrt works only with red numbers\"),this.red._verify1(this),this.red.sqrt(this)},i.prototype.redInvm=function(){return n(this.red,\"redInvm works only with red numbers\"),this.red._verify1(this),this.red.invm(this)},i.prototype.redNeg=function(){return n(this.red,\"redNeg works only with red numbers\"),this.red._verify1(this),this.red.neg(this)},i.prototype.redPow=function(t){return n(this.red&&!t.red,\"redPow(normalNum)\"),this.red._verify1(this),this.red.pow(this,t)};var v={k256:null,p224:null,p192:null,p25519:null};function m(t,e){this.name=t,this.p=new i(e,16),this.n=this.p.bitLength(),this.k=new i(1).iushln(this.n).isub(this.p),this.tmp=this._tmp()}function y(){m.call(this,\"k256\",\"ffffffff ffffffff ffffffff ffffffff ffffffff ffffffff fffffffe fffffc2f\")}function x(){m.call(this,\"p224\",\"ffffffff ffffffff ffffffff ffffffff 00000000 00000000 00000001\")}function b(){m.call(this,\"p192\",\"ffffffff ffffffff ffffffff fffffffe ffffffff ffffffff\")}function _(){m.call(this,\"25519\",\"7fffffffffffffff ffffffffffffffff ffffffffffffffff ffffffffffffffed\")}function w(t){if(\"string\"==typeof t){var e=i._prime(t);this.m=e.p,this.prime=e}else n(t.gtn(1),\"modulus must be greater than 1\"),this.m=t,this.prime=null}function k(t){w.call(this,t),this.shift=this.m.bitLength(),this.shift%26!=0&&(this.shift+=26-this.shift%26),this.r=new i(1).iushln(this.shift),this.r2=this.imod(this.r.sqr()),this.rinv=this.r._invmp(this.m),this.minv=this.rinv.mul(this.r).isubn(1).div(this.m),this.minv=this.minv.umod(this.r),this.minv=this.r.sub(this.minv)}m.prototype._tmp=function(){var t=new i(null);return t.words=new Array(Math.ceil(this.n/13)),t},m.prototype.ireduce=function(t){var e,r=t;do{this.split(r,this.tmp),e=(r=(r=this.imulK(r)).iadd(this.tmp)).bitLength()}while(e>this.n);var n=e<this.n?-1:r.ucmp(this.p);return 0===n?(r.words[0]=0,r.length=1):n>0?r.isub(this.p):r.strip(),r},m.prototype.split=function(t,e){t.iushrn(this.n,0,e)},m.prototype.imulK=function(t){return t.imul(this.k)},a(y,m),y.prototype.split=function(t,e){for(var r=Math.min(t.length,9),n=0;n<r;n++)e.words[n]=t.words[n];if(e.length=r,t.length<=9)return t.words[0]=0,void(t.length=1);var a=t.words[9];for(e.words[e.length++]=4194303&a,n=10;n<t.length;n++){var i=0|t.words[n];t.words[n-10]=(4194303&i)<<4|a>>>22,a=i}a>>>=22,t.words[n-10]=a,0===a&&t.length>10?t.length-=10:t.length-=9},y.prototype.imulK=function(t){t.words[t.length]=0,t.words[t.length+1]=0,t.length+=2;for(var e=0,r=0;r<t.length;r++){var n=0|t.words[r];e+=977*n,t.words[r]=67108863&e,e=64*n+(e/67108864|0)}return 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t.isZero()?t.clone():this.m.sub(t)._forceRed(this)},w.prototype.add=function(t,e){this._verify2(t,e);var r=t.add(e);return r.cmp(this.m)>=0&&r.isub(this.m),r._forceRed(this)},w.prototype.iadd=function(t,e){this._verify2(t,e);var r=t.iadd(e);return r.cmp(this.m)>=0&&r.isub(this.m),r},w.prototype.sub=function(t,e){this._verify2(t,e);var r=t.sub(e);return r.cmpn(0)<0&&r.iadd(this.m),r._forceRed(this)},w.prototype.isub=function(t,e){this._verify2(t,e);var r=t.isub(e);return r.cmpn(0)<0&&r.iadd(this.m),r},w.prototype.shl=function(t,e){return this._verify1(t),this.imod(t.ushln(e))},w.prototype.imul=function(t,e){return this._verify2(t,e),this.imod(t.imul(e))},w.prototype.mul=function(t,e){return this._verify2(t,e),this.imod(t.mul(e))},w.prototype.isqr=function(t){return this.imul(t,t.clone())},w.prototype.sqr=function(t){return this.mul(t,t)},w.prototype.sqrt=function(t){if(t.isZero())return t.clone();var e=this.m.andln(3);if(n(e%2==1),3===e){var r=this.m.add(new i(1)).iushrn(2);return this.pow(t,r)}for(var a=this.m.subn(1),o=0;!a.isZero()&&0===a.andln(1);)o++,a.iushrn(1);n(!a.isZero());var s=new i(1).toRed(this),l=s.redNeg(),c=this.m.subn(1).iushrn(1),u=this.m.bitLength();for(u=new i(2*u*u).toRed(this);0!==this.pow(u,c).cmp(l);)u.redIAdd(l);for(var h=this.pow(u,a),f=this.pow(t,a.addn(1).iushrn(1)),p=this.pow(t,a),d=o;0!==p.cmp(s);){for(var g=p,v=0;0!==g.cmp(s);v++)g=g.redSqr();n(v<d);var m=this.pow(h,new i(1).iushln(d-v-1));f=f.redMul(m),h=m.redSqr(),p=p.redMul(h),d=v}return f},w.prototype.invm=function(t){var e=t._invmp(this.m);return 0!==e.negative?(e.negative=0,this.imod(e).redNeg()):this.imod(e)},w.prototype.pow=function(t,e){if(e.isZero())return new i(1).toRed(this);if(0===e.cmpn(1))return t.clone();var r=new Array(16);r[0]=new i(1).toRed(this),r[1]=t;for(var n=2;n<r.length;n++)r[n]=this.mul(r[n-1],t);var a=r[0],o=0,s=0,l=e.bitLength()%26;for(0===l&&(l=26),n=e.length-1;n>=0;n--){for(var c=e.words[n],u=l-1;u>=0;u--){var h=c>>u&1;a!==r[0]&&(a=this.sqr(a)),0!==h||0!==o?(o<<=1,o|=h,(4===++s||0===n&&0===u)&&(a=this.mul(a,r[o]),s=0,o=0)):s=0}l=26}return a},w.prototype.convertTo=function(t){var e=t.umod(this.m);return e===t?e.clone():e},w.prototype.convertFrom=function(t){var e=t.clone();return e.red=null,e},i.mont=function(t){return new k(t)},a(k,w),k.prototype.convertTo=function(t){return this.imod(t.ushln(this.shift))},k.prototype.convertFrom=function(t){var e=this.imod(t.mul(this.rinv));return e.red=null,e},k.prototype.imul=function(t,e){if(t.isZero()||e.isZero())return t.words[0]=0,t.length=1,t;var r=t.imul(e),n=r.maskn(this.shift).mul(this.minv).imaskn(this.shift).mul(this.m),a=r.isub(n).iushrn(this.shift),i=a;return a.cmp(this.m)>=0?i=a.isub(this.m):a.cmpn(0)<0&&(i=a.iadd(this.m)),i._forceRed(this)},k.prototype.mul=function(t,e){if(t.isZero()||e.isZero())return new i(0)._forceRed(this);var r=t.mul(e),n=r.maskn(this.shift).mul(this.minv).imaskn(this.shift).mul(this.m),a=r.isub(n).iushrn(this.shift),o=a;return a.cmp(this.m)>=0?o=a.isub(this.m):a.cmpn(0)<0&&(o=a.iadd(this.m)),o._forceRed(this)},k.prototype.invm=function(t){return this.imod(t._invmp(this.m).mul(this.r2))._forceRed(this)}}(\"undefined\"==typeof e||e,this)},{buffer:105}],97:[function(t,e,r){\"use strict\";e.exports=function(t){var e,r,n,a=t.length,i=0;for(e=0;e<a;++e)i+=t[e].length;var o=new Array(i),s=0;for(e=0;e<a;++e){var l=t[e],c=l.length;for(r=0;r<c;++r){var u=o[s++]=new Array(c-1),h=0;for(n=0;n<c;++n)n!==r&&(u[h++]=l[n]);if(1&r){var f=u[1];u[1]=u[0],u[0]=f}}}return o}},{}],98:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){switch(arguments.length){case 1:return n=[],c(a=t,a,u,!0),n;case 2:return\"function\"==typeof e?c(t,t,e,!0):function(t,e){return n=[],c(t,e,u,!1),n}(t,e);case 3:return c(t,e,r,!1);default:throw new Error(\"box-intersect: Invalid arguments\")}var a};var n,a=t(\"typedarray-pool\"),i=t(\"./lib/sweep\"),o=t(\"./lib/intersect\");function s(t,e){for(var r=0;r<t;++r)if(!(e[r]<=e[r+t]))return!0;return!1}function l(t,e,r,n){for(var a=0,i=0,o=0,l=t.length;o<l;++o){var c=t[o];if(!s(e,c)){for(var u=0;u<2*e;++u)r[a++]=c[u];n[i++]=o}}return i}function c(t,e,r,n){var s=t.length,c=e.length;if(!(s<=0||c<=0)){var u=t[0].length>>>1;if(!(u<=0)){var h,f=a.mallocDouble(2*u*s),p=a.mallocInt32(s);if((s=l(t,u,f,p))>0){if(1===u&&n)i.init(s),h=i.sweepComplete(u,r,0,s,f,p,0,s,f,p);else{var d=a.mallocDouble(2*u*c),g=a.mallocInt32(c);(c=l(e,u,d,g))>0&&(i.init(s+c),h=1===u?i.sweepBipartite(u,r,0,s,f,p,0,c,d,g):o(u,r,n,s,f,p,c,d,g),a.free(d),a.free(g))}a.free(f),a.free(p)}return h}}}function u(t,e){n.push([t,e])}},{\"./lib/intersect\":100,\"./lib/sweep\":104,\"typedarray-pool\":544}],99:[function(t,e,r){\"use strict\";var n=\"d\",a=\"ax\",i=\"vv\",o=\"fp\",s=\"es\",l=\"rs\",c=\"re\",u=\"rb\",h=\"ri\",f=\"rp\",p=\"bs\",d=\"be\",g=\"bb\",v=\"bi\",m=\"bp\",y=\"rv\",x=\"Q\",b=[n,a,i,l,c,u,h,p,d,g,v];function _(t){var e=\"bruteForce\"+(t?\"Full\":\"Partial\"),r=[],_=b.slice();t||_.splice(3,0,o);var w=[\"function \"+e+\"(\"+_.join()+\"){\"];function k(e,o){var _=function(t,e,r){var o=\"bruteForce\"+(t?\"Red\":\"Blue\")+(e?\"Flip\":\"\")+(r?\"Full\":\"\"),_=[\"function \",o,\"(\",b.join(),\"){\",\"var \",s,\"=2*\",n,\";\"],w=\"for(var i=\"+l+\",\"+f+\"=\"+s+\"*\"+l+\";i<\"+c+\";++i,\"+f+\"+=\"+s+\"){var x0=\"+u+\"[\"+a+\"+\"+f+\"],x1=\"+u+\"[\"+a+\"+\"+f+\"+\"+n+\"],xi=\"+h+\"[i];\",k=\"for(var j=\"+p+\",\"+m+\"=\"+s+\"*\"+p+\";j<\"+d+\";++j,\"+m+\"+=\"+s+\"){var y0=\"+g+\"[\"+a+\"+\"+m+\"],\"+(r?\"y1=\"+g+\"[\"+a+\"+\"+m+\"+\"+n+\"],\":\"\")+\"yi=\"+v+\"[j];\";return 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strict\";e.exports=function(t,e,r,i,u,S,E,L,C){!function(t,e){var r=8*a.log2(e+1)*(t+1)|0,i=a.nextPow2(b*r);w.length<i&&(n.free(w),w=n.mallocInt32(i));var o=a.nextPow2(_*r);k<o&&(n.free(k),k=n.mallocDouble(o))}(t,i+E);var P,O=0,z=2*t;T(O++,0,0,i,0,E,r?16:0,-1/0,1/0),r||T(O++,0,0,E,0,i,1,-1/0,1/0);for(;O>0;){var I=(O-=1)*b,D=w[I],R=w[I+1],F=w[I+2],B=w[I+3],N=w[I+4],j=w[I+5],V=O*_,U=k[V],q=k[V+1],H=1&j,G=!!(16&j),Y=u,W=S,X=L,Z=C;if(H&&(Y=L,W=C,X=u,Z=S),!(2&j&&(F=v(t,D,R,F,Y,W,q),R>=F)||4&j&&(R=m(t,D,R,F,Y,W,U))>=F)){var J=F-R,K=N-B;if(G){if(t*J*(J+K)<p){if(void 0!==(P=l.scanComplete(t,D,e,R,F,Y,W,B,N,X,Z)))return P;continue}}else{if(t*Math.min(J,K)<h){if(void 0!==(P=o(t,D,e,H,R,F,Y,W,B,N,X,Z)))return P;continue}if(t*J*K<f){if(void 0!==(P=l.scanBipartite(t,D,e,H,R,F,Y,W,B,N,X,Z)))return P;continue}}var Q=d(t,D,R,F,Y,W,U,q);if(R<Q)if(t*(Q-R)<h){if(void 0!==(P=s(t,D+1,e,R,Q,Y,W,B,N,X,Z)))return P}else if(D===t-2){if(void 0!==(P=H?l.sweepBipartite(t,e,B,N,X,Z,R,Q,Y,W):l.sweepBipartite(t,e,R,Q,Y,W,B,N,X,Z)))return P}else T(O++,D+1,R,Q,B,N,H,-1/0,1/0),T(O++,D+1,B,N,R,Q,1^H,-1/0,1/0);if(Q<F){var $=c(t,D,B,N,X,Z),tt=X[z*$+D],et=g(t,D,$,N,X,Z,tt);if(et<N&&T(O++,D,Q,F,et,N,(4|H)+(G?16:0),tt,q),B<$&&T(O++,D,Q,F,B,$,(2|H)+(G?16:0),U,tt),$+1===et){if(void 0!==(P=G?A(t,D,e,Q,F,Y,W,$,X,Z[$]):M(t,D,e,H,Q,F,Y,W,$,X,Z[$])))return P}else if($<et){var rt;if(G){if(rt=y(t,D,Q,F,Y,W,tt),Q<rt){var nt=g(t,D,Q,rt,Y,W,tt);if(D===t-2){if(Q<nt&&void 0!==(P=l.sweepComplete(t,e,Q,nt,Y,W,$,et,X,Z)))return P;if(nt<rt&&void 0!==(P=l.sweepBipartite(t,e,nt,rt,Y,W,$,et,X,Z)))return P}else Q<nt&&T(O++,D+1,Q,nt,$,et,16,-1/0,1/0),nt<rt&&(T(O++,D+1,nt,rt,$,et,0,-1/0,1/0),T(O++,D+1,$,et,nt,rt,1,-1/0,1/0))}}else rt=H?x(t,D,Q,F,Y,W,tt):y(t,D,Q,F,Y,W,tt),Q<rt&&(D===t-2?P=H?l.sweepBipartite(t,e,$,et,X,Z,Q,rt,Y,W):l.sweepBipartite(t,e,Q,rt,Y,W,$,et,X,Z):(T(O++,D+1,Q,rt,$,et,H,-1/0,1/0),T(O++,D+1,$,et,Q,rt,1^H,-1/0,1/0)))}}}}};var n=t(\"typedarray-pool\"),a=t(\"bit-twiddle\"),i=t(\"./brute\"),o=i.partial,s=i.full,l=t(\"./sweep\"),c=t(\"./median\"),u=t(\"./partition\"),h=128,f=1<<22,p=1<<22,d=u(\"!(lo>=p0)&&!(p1>=hi)\",[\"p0\",\"p1\"]),g=u(\"lo===p0\",[\"p0\"]),v=u(\"lo<p0\",[\"p0\"]),m=u(\"hi<=p0\",[\"p0\"]),y=u(\"lo<=p0&&p0<=hi\",[\"p0\"]),x=u(\"lo<p0&&p0<=hi\",[\"p0\"]),b=6,_=2,w=n.mallocInt32(1024),k=n.mallocDouble(1024);function T(t,e,r,n,a,i,o,s,l){var c=b*t;w[c]=e,w[c+1]=r,w[c+2]=n,w[c+3]=a,w[c+4]=i,w[c+5]=o;var u=_*t;k[u]=s,k[u+1]=l}function M(t,e,r,n,a,i,o,s,l,c,u){var h=2*t,f=l*h,p=c[f+e];t:for(var d=a,g=a*h;d<i;++d,g+=h){var v=o[g+e],m=o[g+e+t];if(!(p<v||m<p)&&(!n||p!==v)){for(var y,x=s[d],b=e+1;b<t;++b){v=o[g+b],m=o[g+b+t];var _=c[f+b],w=c[f+b+t];if(m<_||w<v)continue t}if(void 0!==(y=n?r(u,x):r(x,u)))return y}}}function A(t,e,r,n,a,i,o,s,l,c){var u=2*t,h=s*u,f=l[h+e];t:for(var p=n,d=n*u;p<a;++p,d+=u){var g=o[p];if(g!==c){var v=i[d+e],m=i[d+e+t];if(!(f<v||m<f)){for(var 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n=t(\"./partition\")(\"lo<p0\",[\"p0\"]),a=8;function i(t,e,r,n,a,i){for(var o=2*t,s=o*(r+1)+e,l=r+1;l<n;++l,s+=o)for(var c=a[s],u=l,h=o*(l-1);u>r&&a[h+e]>c;--u,h-=o){for(var f=h,p=h+o,d=0;d<o;++d,++f,++p){var g=a[f];a[f]=a[p],a[p]=g}var v=i[u];i[u]=i[u-1],i[u-1]=v}}},{\"./partition\":102}],102:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=\"abcdef\".split(\"\").concat(e),a=[];t.indexOf(\"lo\")>=0&&a.push(\"lo=e[k+n]\");t.indexOf(\"hi\")>=0&&a.push(\"hi=e[k+o]\");return r.push(n.replace(\"_\",a.join()).replace(\"$\",t)),Function.apply(void 0,r)};var n=\"for(var j=2*a,k=j*c,l=k,m=c,n=b,o=a+b,p=c;d>p;++p,k+=j){var _;if($)if(m===p)m+=1,l+=j;else{for(var s=0;j>s;++s){var t=e[k+s];e[k+s]=e[l],e[l++]=t}var u=f[p];f[p]=f[m],f[m++]=u}}return m\"},{}],103:[function(t,e,r){\"use strict\";e.exports=function(t,e){e<=4*n?a(0,e-1,t):function t(e,r,h){var 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r=8*e;p.length<r&&(n.free(p),p=n.mallocDouble(r))},sweepBipartite:function(t,e,r,n,a,h,f,v,m,y){for(var x=0,b=2*t,_=t-1,w=b-1,k=r;k<n;++k){var T=h[k],M=b*k;p[x++]=a[M+_],p[x++]=-(T+1),p[x++]=a[M+w],p[x++]=T}for(var k=f;k<v;++k){var T=y[k]+o,A=b*k;p[x++]=m[A+_],p[x++]=-T,p[x++]=m[A+w],p[x++]=T}var S=x>>>1;i(p,S);for(var E=0,L=0,k=0;k<S;++k){var C=0|p[2*k+1];if(C>=o)d(c,u,L--,C=C-o|0);else if(C>=0)d(s,l,E--,C);else if(C<=-o){C=-C-o|0;for(var P=0;P<E;++P){var O=e(s[P],C);if(void 0!==O)return O}g(c,u,L++,C)}else{C=-C-1|0;for(var P=0;P<L;++P){var O=e(C,c[P]);if(void 0!==O)return O}g(s,l,E++,C)}}},sweepComplete:function(t,e,r,n,a,o,v,m,y,x){for(var b=0,_=2*t,w=t-1,k=_-1,T=r;T<n;++T){var M=o[T]+1<<1,A=_*T;p[b++]=a[A+w],p[b++]=-M,p[b++]=a[A+k],p[b++]=M}for(var T=v;T<m;++T){var M=x[T]+1<<1,S=_*T;p[b++]=y[S+w],p[b++]=1|-M,p[b++]=y[S+k],p[b++]=1|M}var E=b>>>1;i(p,E);for(var L=0,C=0,P=0,T=0;T<E;++T){var O=0|p[2*T+1],z=1&O;if(T<E-1&&O>>1==p[2*T+3]>>1&&(z=2,T+=1),O<0){for(var 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g(t,e,r,n){t[r]=n,e[n]=r}},{\"./sort\":103,\"bit-twiddle\":94,\"typedarray-pool\":544}],105:[function(t,e,r){},{}],106:[function(t,e,r){var n=Object.create||function(t){var e=function(){};return e.prototype=t,new e},a=Object.keys||function(t){var e=[];for(var r in t)Object.prototype.hasOwnProperty.call(t,r)&&e.push(r);return r},i=Function.prototype.bind||function(t){var e=this;return function(){return e.apply(t,arguments)}};function o(){this._events&&Object.prototype.hasOwnProperty.call(this,\"_events\")||(this._events=n(null),this._eventsCount=0),this._maxListeners=this._maxListeners||void 0}e.exports=o,o.EventEmitter=o,o.prototype._events=void 0,o.prototype._maxListeners=void 0;var s,l=10;try{var c={};Object.defineProperty&&Object.defineProperty(c,\"x\",{value:0}),s=0===c.x}catch(t){s=!1}function u(t){return void 0===t._maxListeners?o.defaultMaxListeners:t._maxListeners}function h(t,e,r,a){var i,o,s;if(\"function\"!=typeof r)throw new TypeError('\"listener\" argument must be a 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t||(this.autoTicks=!0),h=!0,u=!0,this._firstInit=!1),h&&this.autoTicks&&(r=s.create(this.bounds,this.tickSpacing),u=!0),u){for(p=0;p<3;++p)r[p].sort(function(t,e){return t.x-e.x});s.equal(r,this.ticks)?u=!1:this.ticks=r}o(\"tickEnable\"),l(\"tickFont\")&&(u=!0),i(\"tickSize\"),i(\"tickAngle\"),i(\"tickPad\"),c(\"tickColor\");var g=l(\"labels\");l(\"labelFont\")&&(g=!0),o(\"labelEnable\"),i(\"labelSize\"),i(\"labelPad\"),c(\"labelColor\"),o(\"lineEnable\"),o(\"lineMirror\"),i(\"lineWidth\"),c(\"lineColor\"),o(\"lineTickEnable\"),o(\"lineTickMirror\"),i(\"lineTickLength\"),i(\"lineTickWidth\"),c(\"lineTickColor\"),o(\"gridEnable\"),i(\"gridWidth\"),c(\"gridColor\"),o(\"zeroEnable\"),c(\"zeroLineColor\"),i(\"zeroLineWidth\"),o(\"backgroundEnable\"),c(\"backgroundColor\"),this._text?this._text&&(g||u)&&this._text.update(this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont):this._text=n(this.gl,this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont),this._lines&&u&&(this._lines.dispose(),this._lines=null),this._lines||(this._lines=a(this.gl,this.bounds,this.ticks))};var p=[new f,new f,new f];function d(t,e,r,n,a){for(var i=t.primalOffset,o=t.primalMinor,s=t.mirrorOffset,l=t.mirrorMinor,c=n[e],u=0;u<3;++u)if(e!==u){var h=i,f=s,p=o,d=l;c&1<<u&&(h=s,f=i,p=l,d=o),h[u]=r[0][u],f[u]=r[1][u],a[u]>0?(p[u]=-1,d[u]=0):(p[u]=0,d[u]=1)}}var g=[0,0,0],v={model:l,view:l,projection:l,_ortho:!1};h.isOpaque=function(){return!0},h.isTransparent=function(){return!1},h.drawTransparent=function(t){};var m=[0,0,0],y=[0,0,0],x=[0,0,0];h.draw=function(t){t=t||v;for(var e=this.gl,r=t.model||l,n=t.view||l,a=t.projection||l,i=this.bounds,s=t._ortho||!1,u=o(r,n,a,i,s),h=u.cubeEdges,f=u.axis,b=n[12],_=n[13],w=n[14],k=n[15],T=(s?2:1)*this.pixelRatio*(a[3]*b+a[7]*_+a[11]*w+a[15]*k)/e.drawingBufferHeight,M=0;M<3;++M)this.lastCubeProps.cubeEdges[M]=h[M],this.lastCubeProps.axis[M]=f[M];var A=p;for(M=0;M<3;++M)d(p[M],M,this.bounds,h,f);e=this.gl;var S,E=g;for(M=0;M<3;++M)this.backgroundEnable[M]?E[M]=f[M]:E[M]=0;this._background.draw(r,n,a,i,E,this.backgroundColor),this._lines.bind(r,n,a,this);for(M=0;M<3;++M){var L=[0,0,0];f[M]>0?L[M]=i[1][M]:L[M]=i[0][M];for(var C=0;C<2;++C){var P=(M+1+C)%3,O=(M+1+(1^C))%3;this.gridEnable[P]&&this._lines.drawGrid(P,O,this.bounds,L,this.gridColor[P],this.gridWidth[P]*this.pixelRatio)}for(C=0;C<2;++C){P=(M+1+C)%3,O=(M+1+(1^C))%3;this.zeroEnable[O]&&Math.min(i[0][O],i[1][O])<=0&&Math.max(i[0][O],i[1][O])>=0&&this._lines.drawZero(P,O,this.bounds,L,this.zeroLineColor[O],this.zeroLineWidth[O]*this.pixelRatio)}}for(M=0;M<3;++M){this.lineEnable[M]&&this._lines.drawAxisLine(M,this.bounds,A[M].primalOffset,this.lineColor[M],this.lineWidth[M]*this.pixelRatio),this.lineMirror[M]&&this._lines.drawAxisLine(M,this.bounds,A[M].mirrorOffset,this.lineColor[M],this.lineWidth[M]*this.pixelRatio);var z=c(m,A[M].primalMinor),I=c(y,A[M].mirrorMinor),D=this.lineTickLength;for(C=0;C<3;++C){var R=T/r[5*C];z[C]*=D[C]*R,I[C]*=D[C]*R}this.lineTickEnable[M]&&this._lines.drawAxisTicks(M,A[M].primalOffset,z,this.lineTickColor[M],this.lineTickWidth[M]*this.pixelRatio),this.lineTickMirror[M]&&this._lines.drawAxisTicks(M,A[M].mirrorOffset,I,this.lineTickColor[M],this.lineTickWidth[M]*this.pixelRatio)}this._lines.unbind(),this._text.bind(r,n,a,this.pixelRatio);var F,B;function N(t){(B=[0,0,0])[t]=1}function j(t,e,r){var n=(t+1)%3,a=(t+2)%3,i=e[n],o=e[a],s=r[n],l=r[a];i>0&&l>0?N(n):i>0&&l<0?N(n):i<0&&l>0?N(n):i<0&&l<0?N(n):o>0&&s>0?N(a):o>0&&s<0?N(a):o<0&&s>0?N(a):o<0&&s<0&&N(a)}for(M=0;M<3;++M){var V=A[M].primalMinor,U=A[M].mirrorMinor,q=c(x,A[M].primalOffset);for(C=0;C<3;++C)this.lineTickEnable[M]&&(q[C]+=T*V[C]*Math.max(this.lineTickLength[C],0)/r[5*C]);var H=[0,0,0];if(H[M]=1,this.tickEnable[M]){-3600===this.tickAngle[M]?(this.tickAngle[M]=0,this.tickAlign[M]=\"auto\"):this.tickAlign[M]=-1,F=1,\"auto\"===(S=[this.tickAlign[M],.5,F])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]),B=[0,0,0],j(M,V,U);for(C=0;C<3;++C)q[C]+=T*V[C]*this.tickPad[C]/r[5*C];this._text.drawTicks(M,this.tickSize[M],this.tickAngle[M],q,this.tickColor[M],H,B,S)}if(this.labelEnable[M]){F=0,B=[0,0,0],this.labels[M].length>4&&(N(M),F=1),\"auto\"===(S=[this.labelAlign[M],.5,F])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]);for(C=0;C<3;++C)q[C]+=T*V[C]*this.labelPad[C]/r[5*C];q[M]+=.5*(i[0][M]+i[1][M]),this._text.drawLabel(M,this.labelSize[M],this.labelAngle[M],q,this.labelColor[M],[0,0,0],B,S)}}this._text.unbind()},h.dispose=function(){this._text.dispose(),this._lines.dispose(),this._background.dispose(),this._lines=null,this._text=null,this._background=null,this.gl=null}},{\"./lib/background.js\":237,\"./lib/cube.js\":238,\"./lib/lines.js\":239,\"./lib/text.js\":241,\"./lib/ticks.js\":242}],237:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=[],r=[],s=0,l=0;l<3;++l)for(var c=(l+1)%3,u=(l+2)%3,h=[0,0,0],f=[0,0,0],p=-1;p<=1;p+=2){r.push(s,s+2,s+1,s+1,s+2,s+3),h[l]=p,f[l]=p;for(var d=-1;d<=1;d+=2){h[c]=d;for(var g=-1;g<=1;g+=2)h[u]=g,e.push(h[0],h[1],h[2],f[0],f[1],f[2]),s+=1}var v=c;c=u,u=v}var m=n(t,new Float32Array(e)),y=n(t,new Uint16Array(r),t.ELEMENT_ARRAY_BUFFER),x=a(t,[{buffer:m,type:t.FLOAT,size:3,offset:0,stride:24},{buffer:m,type:t.FLOAT,size:3,offset:12,stride:24}],y),b=i(t);return b.attributes.position.location=0,b.attributes.normal.location=1,new o(t,m,x,b)};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"./shaders\").bg;function o(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n}var s=o.prototype;s.draw=function(t,e,r,n,a,i){for(var o=!1,s=0;s<3;++s)o=o||a[s];if(o){var l=this.gl;l.enable(l.POLYGON_OFFSET_FILL),l.polygonOffset(1,2),this.shader.bind(),this.shader.uniforms={model:t,view:e,projection:r,bounds:n,enable:a,colors:i},this.vao.bind(),this.vao.draw(this.gl.TRIANGLES,36),this.vao.unbind(),l.disable(l.POLYGON_OFFSET_FILL)}},s.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders\":240,\"gl-buffer\":244,\"gl-vao\":329}],238:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,i,p){a(s,e,t),a(s,r,s);for(var y=0,x=0;x<2;++x){u[2]=i[x][2];for(var b=0;b<2;++b){u[1]=i[b][1];for(var _=0;_<2;++_)u[0]=i[_][0],f(l[y],u,s),y+=1}}for(var w=-1,x=0;x<8;++x){for(var k=l[x][3],T=0;T<3;++T)c[x][T]=l[x][T]/k;p&&(c[x][2]*=-1),k<0&&(w<0?w=x:c[x][2]<c[w][2]&&(w=x))}if(w<0){w=0;for(var M=0;M<3;++M){for(var A=(M+2)%3,S=(M+1)%3,E=-1,L=-1,C=0;C<2;++C){var P=C<<M,O=P+(C<<A)+(1-C<<S),z=P+(1-C<<A)+(C<<S);o(c[P],c[O],c[z],h)<0||(C?E=1:L=1)}if(E<0||L<0)L>E&&(w|=1<<M);else{for(var C=0;C<2;++C){var P=C<<M,O=P+(C<<A)+(1-C<<S),z=P+(1-C<<A)+(C<<S),I=d([l[P],l[O],l[z],l[P+(1<<A)+(1<<S)]]);C?E=I:L=I}L>E&&(w|=1<<M)}}}for(var D=7^w,R=-1,x=0;x<8;++x)x!==w&&x!==D&&(R<0?R=x:c[R][1]>c[x][1]&&(R=x));for(var F=-1,x=0;x<3;++x){var B=R^1<<x;if(B!==w&&B!==D){F<0&&(F=B);var S=c[B];S[0]<c[F][0]&&(F=B)}}for(var N=-1,x=0;x<3;++x){var B=R^1<<x;if(B!==w&&B!==D&&B!==F){N<0&&(N=B);var S=c[B];S[0]>c[N][0]&&(N=B)}}var j=g;j[0]=j[1]=j[2]=0,j[n.log2(F^R)]=R&F,j[n.log2(R^N)]=R&N;var V=7^N;V===w||V===D?(V=7^F,j[n.log2(N^V)]=V&N):j[n.log2(F^V)]=V&F;for(var U=v,q=w,M=0;M<3;++M)U[M]=q&1<<M?-1:1;return m};var n=t(\"bit-twiddle\"),a=t(\"gl-mat4/multiply\"),i=t(\"split-polygon\"),o=t(\"robust-orientation\"),s=new Array(16),l=new Array(8),c=new Array(8),u=new Array(3),h=[0,0,0];function f(t,e,r){for(var n=0;n<4;++n){t[n]=r[12+n];for(var a=0;a<3;++a)t[n]+=e[a]*r[4*a+n]}}!function(){for(var t=0;t<8;++t)l[t]=[1,1,1,1],c[t]=[1,1,1]}();var p=[[0,0,1,0,0],[0,0,-1,1,0],[0,-1,0,1,0],[0,1,0,1,0],[-1,0,0,1,0],[1,0,0,1,0]];function d(t){for(var e=0;e<p.length;++e)if((t=i.positive(t,p[e])).length<3)return 0;var r=t[0],n=r[0]/r[3],a=r[1]/r[3],o=0;for(e=1;e+1<t.length;++e){var s=t[e],l=t[e+1],c=s[0]/s[3]-n,u=s[1]/s[3]-a,h=l[0]/l[3]-n,f=l[1]/l[3]-a;o+=Math.abs(c*f-u*h)}return o}var g=[1,1,1],v=[0,0,0],m={cubeEdges:g,axis:v}},{\"bit-twiddle\":94,\"gl-mat4/multiply\":270,\"robust-orientation\":509,\"split-polygon\":526}],239:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){var o=[],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[0,0,0];o.push(0,0,1,0,1,1,0,0,-1,0,0,-1,0,1,1,0,1,-1);for(var h=0;h<3;++h){for(var f=o.length/3|0,d=0;d<r[h].length;++d){var g=+r[h][d].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}var v=o.length/3|0;s[h]=f,l[h]=v-f;for(var f=o.length/3|0,m=0;m<r[h].length;++m){var g=+r[h][m].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}var v=o.length/3|0;c[h]=f,u[h]=v-f}var y=n(t,new Float32Array(o)),x=a(t,[{buffer:y,type:t.FLOAT,size:3,stride:0,offset:0}]),b=i(t);return b.attributes.position.location=0,new p(t,y,x,b,l,s,u,c)};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"./shaders\").line,o=[0,0,0],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[1,1];function h(t){return t[0]=t[1]=t[2]=0,t}function f(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function p(t,e,r,n,a,i,o,s){this.gl=t,this.vertBuffer=e,this.vao=r,this.shader=n,this.tickCount=a,this.tickOffset=i,this.gridCount=o,this.gridOffset=s}var d=p.prototype;d.bind=function(t,e,r){this.shader.bind(),this.shader.uniforms.model=t,this.shader.uniforms.view=e,this.shader.uniforms.projection=r,u[0]=this.gl.drawingBufferWidth,u[1]=this.gl.drawingBufferHeight,this.shader.uniforms.screenShape=u,this.vao.bind()},d.unbind=function(){this.vao.unbind()},d.drawAxisLine=function(t,e,r,n,a){var i=h(s);this.shader.uniforms.majorAxis=s,i[t]=e[1][t]-e[0][t],this.shader.uniforms.minorAxis=i;var o,u=f(c,r);u[t]+=e[0][t],this.shader.uniforms.offset=u,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=n,(o=h(l))[(t+2)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6),(o=h(l))[(t+1)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6)},d.drawAxisTicks=function(t,e,r,n,a){if(this.tickCount[t]){var i=h(o);i[t]=1,this.shader.uniforms.majorAxis=i,this.shader.uniforms.offset=e,this.shader.uniforms.minorAxis=r,this.shader.uniforms.color=n,this.shader.uniforms.lineWidth=a;var s=h(l);s[t]=1,this.shader.uniforms.screenAxis=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t])}},d.drawGrid=function(t,e,r,n,a,i){if(this.gridCount[t]){var u=h(s);u[e]=r[1][e]-r[0][e],this.shader.uniforms.minorAxis=u;var p=f(c,n);p[e]+=r[0][e],this.shader.uniforms.offset=p;var d=h(o);d[t]=1,this.shader.uniforms.majorAxis=d;var g=h(l);g[t]=1,this.shader.uniforms.screenAxis=g,this.shader.uniforms.lineWidth=i,this.shader.uniforms.color=a,this.vao.draw(this.gl.TRIANGLES,this.gridCount[t],this.gridOffset[t])}},d.drawZero=function(t,e,r,n,a,i){var o=h(s);this.shader.uniforms.majorAxis=o,o[t]=r[1][t]-r[0][t],this.shader.uniforms.minorAxis=o;var u=f(c,n);u[t]+=r[0][t],this.shader.uniforms.offset=u;var p=h(l);p[e]=1,this.shader.uniforms.screenAxis=p,this.shader.uniforms.lineWidth=i,this.shader.uniforms.color=a,this.vao.draw(this.gl.TRIANGLES,6)},d.dispose=function(){this.vao.dispose(),this.vertBuffer.dispose(),this.shader.dispose()}},{\"./shaders\":240,\"gl-buffer\":244,\"gl-vao\":329}],240:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),a=t(\"gl-shader\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, majorAxis, minorAxis, screenAxis;\\nuniform float lineWidth;\\nuniform vec2 screenShape;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nvoid main() {\\n  vec3 major = position.x * majorAxis;\\n  vec3 minor = position.y * minorAxis;\\n\\n  vec3 vPosition = major + minor + offset;\\n  vec3 pPosition = project(vPosition);\\n  vec3 offset = project(vPosition + screenAxis * position.z);\\n\\n  vec2 screen = normalize((offset - pPosition).xy * screenShape) / screenShape;\\n\\n  gl_Position = vec4(pPosition + vec3(0.5 * screen * lineWidth, 0), 1.0);\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);r.line=function(t){return a(t,i,o,null,[{name:\"position\",type:\"vec3\"}])};var s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, axis, alignDir, alignOpt;\\nuniform float scale, angle, pixelScale;\\nuniform vec2 resolution;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nfloat computeViewAngle(vec3 a, vec3 b) {\\n  vec3 A = project(a);\\n  vec3 B = project(b);\\n\\n  return atan(\\n    (B.y - A.y) * resolution.y,\\n    (B.x - A.x) * resolution.x\\n  );\\n}\\n\\nconst float PI = 3.141592;\\nconst float TWO_PI = 2.0 * PI;\\nconst float HALF_PI = 0.5 * PI;\\nconst float ONE_AND_HALF_PI = 1.5 * PI;\\n\\nint option = int(floor(alignOpt.x + 0.001));\\nfloat hv_ratio =       alignOpt.y;\\nbool enableAlign =    (alignOpt.z != 0.0);\\n\\nfloat mod_angle(float a) {\\n  return mod(a, PI);\\n}\\n\\nfloat positive_angle(float a) {\\n  return mod_angle((a < 0.0) ?\\n    a + TWO_PI :\\n    a\\n  );\\n}\\n\\nfloat look_upwards(float a) {\\n  float b = positive_angle(a);\\n  return ((b > HALF_PI) && (b <= ONE_AND_HALF_PI)) ?\\n    b - PI :\\n    b;\\n}\\n\\nfloat look_horizontal_or_vertical(float a, float ratio) {\\n  // ratio controls the ratio between being horizontal to (vertical + horizontal)\\n  // if ratio is set to 0.5 then it is 50%, 50%.\\n  // when using a higher ratio e.g. 0.75 the result would\\n  // likely be more horizontal than vertical.\\n\\n  float b = positive_angle(a);\\n\\n  return\\n    (b < (      ratio) * HALF_PI) ? 0.0 :\\n    (b < (2.0 - ratio) * HALF_PI) ? -HALF_PI :\\n    (b < (2.0 + ratio) * HALF_PI) ? 0.0 :\\n    (b < (4.0 - ratio) * HALF_PI) ? HALF_PI :\\n                                    0.0;\\n}\\n\\nfloat roundTo(float a, float b) {\\n  return float(b * floor((a + 0.5 * b) / b));\\n}\\n\\nfloat look_round_n_directions(float a, int n) {\\n  float b = positive_angle(a);\\n  float div = TWO_PI / float(n);\\n  float c = roundTo(b, div);\\n  return look_upwards(c);\\n}\\n\\nfloat applyAlignOption(float rawAngle, float delta) {\\n  return\\n    (option >  2) ? look_round_n_directions(rawAngle + delta, option) :       // option 3-n: round to n directions\\n    (option == 2) ? look_horizontal_or_vertical(rawAngle + delta, hv_ratio) : // horizontal or vertical\\n    (option == 1) ? rawAngle + delta :       // use free angle, and flip to align with one direction of the axis\\n    (option == 0) ? look_upwards(rawAngle) : // use free angle, and stay upwards\\n    (option ==-1) ? 0.0 :                    // useful for backward compatibility, all texts remains horizontal\\n                    rawAngle;                // otherwise return back raw input angle\\n}\\n\\nbool isAxisTitle = (axis.x == 0.0) &&\\n                   (axis.y == 0.0) &&\\n                   (axis.z == 0.0);\\n\\nvoid main() {\\n  //Compute world offset\\n  float axisDistance = position.z;\\n  vec3 dataPosition = axisDistance * axis + offset;\\n\\n  float beta = angle; // i.e. user defined attributes for each tick\\n\\n  float axisAngle;\\n  float clipAngle;\\n  float flip;\\n\\n  if (enableAlign) {\\n    axisAngle = (isAxisTitle) ? HALF_PI :\\n                      computeViewAngle(dataPosition, dataPosition + axis);\\n    clipAngle = computeViewAngle(dataPosition, dataPosition + alignDir);\\n\\n    axisAngle += (sin(axisAngle) < 0.0) ? PI : 0.0;\\n    clipAngle += (sin(clipAngle) < 0.0) ? PI : 0.0;\\n\\n    flip = (dot(vec2(cos(axisAngle), sin(axisAngle)),\\n                vec2(sin(clipAngle),-cos(clipAngle))) > 0.0) ? 1.0 : 0.0;\\n\\n    beta += applyAlignOption(clipAngle, flip * PI);\\n  }\\n\\n  //Compute plane offset\\n  vec2 planeCoord = position.xy * pixelScale;\\n\\n  mat2 planeXform = scale * mat2(\\n     cos(beta), sin(beta),\\n    -sin(beta), cos(beta)\\n  );\\n\\n  vec2 viewOffset = 2.0 * planeXform * planeCoord / resolution;\\n\\n  //Compute clip position\\n  vec3 clipPosition = project(dataPosition);\\n\\n  //Apply text offset in clip coordinates\\n  clipPosition += vec3(viewOffset, 0.0);\\n\\n  //Done\\n  gl_Position = vec4(clipPosition, 1.0);\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);r.text=function(t){return a(t,s,l,null,[{name:\"position\",type:\"vec3\"}])};var c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec3 normal;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 enable;\\nuniform vec3 bounds[2];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n\\n  vec3 signAxis = sign(bounds[1] - bounds[0]);\\n\\n  vec3 realNormal = signAxis * normal;\\n\\n  if(dot(realNormal, enable) > 0.0) {\\n    vec3 minRange = min(bounds[0], bounds[1]);\\n    vec3 maxRange = max(bounds[0], bounds[1]);\\n    vec3 nPosition = mix(minRange, maxRange, 0.5 * (position + 1.0));\\n    gl_Position = projection * view * model * vec4(nPosition, 1.0);\\n  } else {\\n    gl_Position = vec4(0,0,0,0);\\n  }\\n\\n  colorChannel = abs(realNormal);\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 colors[3];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n  gl_FragColor = colorChannel.x * colors[0] +\\n                 colorChannel.y * colors[1] +\\n                 colorChannel.z * colors[2];\\n}\"]);r.bg=function(t){return a(t,c,u,null,[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}])}},{\"gl-shader\":304,glslify:411}],241:[function(t,e,r){(function(r){\"use strict\";e.exports=function(t,e,r,i,s,l){var u=n(t),h=a(t,[{buffer:u,size:3}]),f=o(t);f.attributes.position.location=0;var p=new c(t,f,u,h);return p.update(e,r,i,s,l),p};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"vectorize-text\"),o=t(\"./shaders\").text,s=window||r.global||{},l=s.__TEXT_CACHE||{};s.__TEXT_CACHE={};function c(t,e,r,n){this.gl=t,this.shader=e,this.buffer=r,this.vao=n,this.tickOffset=this.tickCount=this.labelOffset=this.labelCount=null}var u=c.prototype,h=[0,0];u.bind=function(t,e,r,n){this.vao.bind(),this.shader.bind();var a=this.shader.uniforms;a.model=t,a.view=e,a.projection=r,a.pixelScale=n,h[0]=this.gl.drawingBufferWidth,h[1]=this.gl.drawingBufferHeight,this.shader.uniforms.resolution=h},u.unbind=function(){this.vao.unbind()},u.update=function(t,e,r,n,a){var o=[];function s(t,e,r,n,a,s){var c=l[r];c||(c=l[r]={});var u=c[e];u||(u=c[e]=function(t,e){try{return i(t,e)}catch(e){return console.warn('error vectorizing text:\"'+t+'\" error:',e),{cells:[],positions:[]}}}(e,{triangles:!0,font:r,textAlign:\"center\",textBaseline:\"middle\",lineSpacing:a,styletags:s}));for(var h=(n||12)/12,f=u.positions,p=u.cells,d=0,g=p.length;d<g;++d)for(var v=p[d],m=2;m>=0;--m){var y=f[v[m]];o.push(h*y[0],-h*y[1],t)}}for(var c=[0,0,0],u=[0,0,0],h=[0,0,0],f=[0,0,0],p={breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},d=0;d<3;++d){h[d]=o.length/3|0,s(.5*(t[0][d]+t[1][d]),e[d],r[d],12,1.25,p),f[d]=(o.length/3|0)-h[d],c[d]=o.length/3|0;for(var g=0;g<n[d].length;++g)n[d][g].text&&s(n[d][g].x,n[d][g].text,n[d][g].font||a,n[d][g].fontSize||12,1.25,p);u[d]=(o.length/3|0)-c[d]}this.buffer.update(o),this.tickOffset=c,this.tickCount=u,this.labelOffset=h,this.labelCount=f},u.drawTicks=function(t,e,r,n,a,i,o,s){this.tickCount[t]&&(this.shader.uniforms.axis=i,this.shader.uniforms.color=a,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t]))},u.drawLabel=function(t,e,r,n,a,i,o,s){this.labelCount[t]&&(this.shader.uniforms.axis=i,this.shader.uniforms.color=a,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.labelCount[t],this.labelOffset[t]))},u.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()}}).call(this,t(\"_process\"))},{\"./shaders\":240,_process:484,\"gl-buffer\":244,\"gl-vao\":329,\"vectorize-text\":549}],242:[function(t,e,r){\"use strict\";function n(t,e){var r=t+\"\",n=r.indexOf(\".\"),a=0;n>=0&&(a=r.length-n-1);var i=Math.pow(10,a),o=Math.round(t*e*i),s=o+\"\";if(s.indexOf(\"e\")>=0)return s;var l=o/i,c=o%i;o<0?(l=0|-Math.ceil(l),c=0|-c):(l=0|Math.floor(l),c|=0);var u=\"\"+l;if(o<0&&(u=\"-\"+u),a){for(var h=\"\"+c;h.length<a;)h=\"0\"+h;return u+\".\"+h}return u}r.create=function(t,e){for(var r=[],a=0;a<3;++a){for(var i=[],o=(t[0][a],t[1][a],0);o*e[a]<=t[1][a];++o)i.push({x:o*e[a],text:n(e[a],o)});for(var o=-1;o*e[a]>=t[0][a];--o)i.push({x:o*e[a],text:n(e[a],o)});r.push(i)}return r},r.equal=function(t,e){for(var r=0;r<3;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n<t[r].length;++n){var a=t[r][n],i=e[r][n];if(a.x!==i.x||a.text!==i.text||a.font!==i.font||a.fontColor!==i.fontColor||a.fontSize!==i.fontSize||a.dx!==i.dx||a.dy!==i.dy)return!1}}return!0}},{}],243:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,l,h){var f=e.model||c,p=e.view||c,m=e.projection||c,y=e._ortho||!1,x=t.bounds,b=(h=h||i(f,p,m,x,y)).axis;o(u,p,f),o(u,m,u);for(var _=g,w=0;w<3;++w)_[w].lo=1/0,_[w].hi=-1/0,_[w].pixelsPerDataUnit=1/0;var k=n(s(u,u));s(u,u);for(var T=0;T<3;++T){var M=(T+1)%3,A=(T+2)%3,S=v;t:for(var w=0;w<2;++w){var E=[];if(b[T]<0!=!!w){S[T]=x[w][T];for(var L=0;L<2;++L){S[M]=x[L^w][M];for(var C=0;C<2;++C)S[A]=x[C^L^w][A],E.push(S.slice())}for(var P=y?5:4,L=P;L===P;++L){if(0===E.length)continue t;E=a.positive(E,k[L])}for(var L=0;L<E.length;++L)for(var A=E[L],O=d(v,u,A,r,l),C=0;C<3;++C)_[C].lo=Math.min(_[C].lo,A[C]),_[C].hi=Math.max(_[C].hi,A[C]),C!==T&&(_[C].pixelsPerDataUnit=Math.min(_[C].pixelsPerDataUnit,Math.abs(O[C])))}}}return _};var n=t(\"extract-frustum-planes\"),a=t(\"split-polygon\"),i=t(\"./lib/cube.js\"),o=t(\"gl-mat4/multiply\"),s=t(\"gl-mat4/transpose\"),l=t(\"gl-vec4/transformMat4\"),c=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),u=new Float32Array(16);function h(t,e,r){this.lo=t,this.hi=e,this.pixelsPerDataUnit=r}var f=[0,0,0,1],p=[0,0,0,1];function d(t,e,r,n,a){for(var i=0;i<3;++i){for(var o=f,s=p,c=0;c<3;++c)s[c]=o[c]=r[c];s[3]=o[3]=1,s[i]+=1,l(s,s,e),s[3]<0&&(t[i]=1/0),o[i]-=1,l(o,o,e),o[3]<0&&(t[i]=1/0);var u=(o[0]/o[3]-s[0]/s[3])*n,h=(o[1]/o[3]-s[1]/s[3])*a;t[i]=.25*Math.sqrt(u*u+h*h)}return t}var g=[new h(1/0,-1/0,1/0),new h(1/0,-1/0,1/0),new h(1/0,-1/0,1/0)],v=[0,0,0]},{\"./lib/cube.js\":238,\"extract-frustum-planes\":227,\"gl-mat4/multiply\":270,\"gl-mat4/transpose\":279,\"gl-vec4/transformMat4\":400,\"split-polygon\":526}],244:[function(t,e,r){\"use strict\";var n=t(\"typedarray-pool\"),a=t(\"ndarray-ops\"),i=t(\"ndarray\"),o=[\"uint8\",\"uint8_clamped\",\"uint16\",\"uint32\",\"int8\",\"int16\",\"int32\",\"float32\"];function s(t,e,r,n,a){this.gl=t,this.type=e,this.handle=r,this.length=n,this.usage=a}var l=s.prototype;function c(t,e,r,n,a,i){var o=a.length*a.BYTES_PER_ELEMENT;if(i<0)return t.bufferData(e,a,n),o;if(o+i>r)throw new Error(\"gl-buffer: If resizing buffer, must not specify offset\");return t.bufferSubData(e,i,a),r}function u(t,e){for(var r=n.malloc(t.length,e),a=t.length,i=0;i<a;++i)r[i]=t[i];return r}l.bind=function(){this.gl.bindBuffer(this.type,this.handle)},l.unbind=function(){this.gl.bindBuffer(this.type,null)},l.dispose=function(){this.gl.deleteBuffer(this.handle)},l.update=function(t,e){if(\"number\"!=typeof e&&(e=-1),this.bind(),\"object\"==typeof t&&\"undefined\"!=typeof t.shape){var r=t.dtype;if(o.indexOf(r)<0&&(r=\"float32\"),this.type===this.gl.ELEMENT_ARRAY_BUFFER)r=gl.getExtension(\"OES_element_index_uint\")&&\"uint16\"!==r?\"uint32\":\"uint16\";if(r===t.dtype&&function(t,e){for(var r=1,n=e.length-1;n>=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}(t.shape,t.stride))0===t.offset&&t.data.length===t.shape[0]?this.length=c(this.gl,this.type,this.length,this.usage,t.data,e):this.length=c(this.gl,this.type,this.length,this.usage,t.data.subarray(t.offset,t.shape[0]),e);else{var s=n.malloc(t.size,r),l=i(s,t.shape);a.assign(l,t),this.length=c(this.gl,this.type,this.length,this.usage,e<0?s:s.subarray(0,t.size),e),n.free(s)}}else if(Array.isArray(t)){var h;h=this.type===this.gl.ELEMENT_ARRAY_BUFFER?u(t,\"uint16\"):u(t,\"float32\"),this.length=c(this.gl,this.type,this.length,this.usage,e<0?h:h.subarray(0,t.length),e),n.free(h)}else if(\"object\"==typeof t&&\"number\"==typeof t.length)this.length=c(this.gl,this.type,this.length,this.usage,t,e);else{if(\"number\"!=typeof t&&void 0!==t)throw new Error(\"gl-buffer: Invalid data type\");if(e>=0)throw new Error(\"gl-buffer: Cannot specify offset when resizing buffer\");(t|=0)<=0&&(t=1),this.gl.bufferData(this.type,0|t,this.usage),this.length=t}},e.exports=function(t,e,r,n){if(r=r||t.ARRAY_BUFFER,n=n||t.DYNAMIC_DRAW,r!==t.ARRAY_BUFFER&&r!==t.ELEMENT_ARRAY_BUFFER)throw new Error(\"gl-buffer: Invalid type for webgl buffer, must be either gl.ARRAY_BUFFER or gl.ELEMENT_ARRAY_BUFFER\");if(n!==t.DYNAMIC_DRAW&&n!==t.STATIC_DRAW&&n!==t.STREAM_DRAW)throw new Error(\"gl-buffer: Invalid usage for buffer, must be either gl.DYNAMIC_DRAW, gl.STATIC_DRAW or gl.STREAM_DRAW\");var a=t.createBuffer(),i=new s(t,r,a,0,n);return i.update(e),i}},{ndarray:452,\"ndarray-ops\":446,\"typedarray-pool\":544}],245:[function(t,e,r){\"use strict\";var n=t(\"gl-vec3\");e.exports=function(t,e){var r=t.positions,a=t.vectors,i={positions:[],vertexIntensity:[],vertexIntensityBounds:t.vertexIntensityBounds,vectors:[],cells:[],coneOffset:t.coneOffset,colormap:t.colormap};if(0===t.positions.length)return e&&(e[0]=[0,0,0],e[1]=[0,0,0]),i;for(var o=0,s=1/0,l=-1/0,c=1/0,u=-1/0,h=1/0,f=-1/0,p=null,d=null,g=[],v=1/0,m=!1,y=0;y<r.length;y++){var x=r[y];s=Math.min(x[0],s),l=Math.max(x[0],l),c=Math.min(x[1],c),u=Math.max(x[1],u),h=Math.min(x[2],h),f=Math.max(x[2],f);var b=a[y];if(n.length(b)>o&&(o=n.length(b)),y){var _=2*n.distance(p,x)/(n.length(d)+n.length(b));_?(v=Math.min(v,_),m=!1):m=!0}m||(p=x,d=b),g.push(b)}var w=[s,c,h],k=[l,u,f];e&&(e[0]=w,e[1]=k),0===o&&(o=1);var T=1/o;isFinite(v)||(v=1),i.vectorScale=v;var M=t.coneSize||.5;t.absoluteConeSize&&(M=t.absoluteConeSize*T),i.coneScale=M;y=0;for(var A=0;y<r.length;y++)for(var S=(x=r[y])[0],E=x[1],L=x[2],C=g[y],P=n.length(C)*T,O=0;O<8;O++){i.positions.push([S,E,L,A++]),i.positions.push([S,E,L,A++]),i.positions.push([S,E,L,A++]),i.positions.push([S,E,L,A++]),i.positions.push([S,E,L,A++]),i.positions.push([S,E,L,A++]),i.vectors.push(C),i.vectors.push(C),i.vectors.push(C),i.vectors.push(C),i.vectors.push(C),i.vectors.push(C),i.vertexIntensity.push(P,P,P),i.vertexIntensity.push(P,P,P);var z=i.positions.length;i.cells.push([z-6,z-5,z-4],[z-3,z-2,z-1])}return i};var a=t(\"./lib/shaders\");e.exports.createMesh=t(\"./create_mesh\"),e.exports.createConeMesh=function(t,r){return e.exports.createMesh(t,r,{shaders:a,traceType:\"cone\"})}},{\"./create_mesh\":246,\"./lib/shaders\":247,\"gl-vec3\":348}],246:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),a=t(\"gl-buffer\"),i=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"gl-mat4/multiply\"),l=t(\"gl-mat4/invert\"),c=t(\"ndarray\"),u=t(\"colormap\"),h=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function f(t,e,r,n,a,i,o,s,l,c,u){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.pickShader=n,this.trianglePositions=a,this.triangleVectors=i,this.triangleColors=s,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=c,this.triangleCount=0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.traceType=u,this.tubeScale=1,this.coneScale=2,this.vectorScale=1,this.coneOffset=.25,this._model=h,this._view=h,this._projection=h,this._resolution=[1,1]}var p=f.prototype;p.isOpaque=function(){return this.opacity>=1},p.isTransparent=function(){return this.opacity<1},p.pickSlots=1,p.setPickBase=function(t){this.pickId=t},p.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),\"opacity\"in t&&(this.opacity=t.opacity),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),void 0!==t.tubeScale&&(this.tubeScale=t.tubeScale),void 0!==t.vectorScale&&(this.vectorScale=t.vectorScale),void 0!==t.coneScale&&(this.coneScale=t.coneScale),void 0!==t.coneOffset&&(this.coneOffset=t.coneOffset),t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t){for(var e=u({colormap:t,nshades:256,format:\"rgba\"}),r=new Uint8Array(1024),n=0;n<256;++n){for(var a=e[n],i=0;i<3;++i)r[4*n+i]=a[i];r[4*n+3]=255*a[3]}return c(r,[256,256,4],[4,0,1])}(t.colormap)),this.texture.generateMipmap());var r=t.cells,n=t.positions,a=t.vectors;if(n&&r&&a){var i=[],o=[],s=[],l=[],h=[];this.cells=r,this.positions=n,this.vectors=a;var f=t.meshColor||[1,1,1,1],p=t.vertexIntensity,d=1/0,g=-1/0;if(p)if(t.vertexIntensityBounds)d=+t.vertexIntensityBounds[0],g=+t.vertexIntensityBounds[1];else for(var v=0;v<p.length;++v){var m=p[v];d=Math.min(d,m),g=Math.max(g,m)}else for(v=0;v<n.length;++v){m=n[v][2];d=Math.min(d,m),g=Math.max(g,m)}this.intensity=p||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(v=0;v<n.length;++v)for(var y=n[v],x=0;x<3;++x)!isNaN(y[x])&&isFinite(y[x])&&(this.bounds[0][x]=Math.min(this.bounds[0][x],y[x]),this.bounds[1][x]=Math.max(this.bounds[1][x],y[x]));var b=0;t:for(v=0;v<r.length;++v){var _=r[v];switch(_.length){case 3:for(x=0;x<3;++x){y=n[k=_[x]];for(var w=0;w<3;++w)if(isNaN(y[w])||!isFinite(y[w]))continue t}for(x=0;x<3;++x){var k;y=n[k=_[2-x]];i.push(y[0],y[1],y[2],y[3]);var T=a[k];o.push(T[0],T[1],T[2],T[3]||0);var M,A=f;3===A.length?s.push(A[0],A[1],A[2],1):s.push(A[0],A[1],A[2],A[3]),M=p?[(p[k]-d)/(g-d),0]:[(y[2]-d)/(g-d),0],l.push(M[0],M[1]),h.push(v)}b+=1}}this.triangleCount=b,this.trianglePositions.update(i),this.triangleVectors.update(o),this.triangleColors.update(s),this.triangleUVs.update(l),this.triangleIds.update(new Uint32Array(h))}},p.drawTransparent=p.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||h,n=t.view||h,a=t.projection||h,i=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)i[0][o]=Math.max(i[0][o],this.clipBounds[0][o]),i[1][o]=Math.min(i[1][o],this.clipBounds[1][o]);var c={model:r,view:n,projection:a,inverseModel:h.slice(),clipBounds:i,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],opacity:this.opacity,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,texture:0};c.inverseModel=l(c.inverseModel,c.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);s(u,c.view,c.model),s(u,c.projection,u),l(u,u);for(o=0;o<3;++o)c.eyePosition[o]=u[12+o]/u[15];var f=u[15];for(o=0;o<3;++o)f+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];c.lightPosition[o]=p/f}if(this.triangleCount>0){var g=this.triShader;g.bind(),g.uniforms=c,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},p.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||h,n=t.view||h,a=t.projection||h,i=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)i[0][o]=Math.max(i[0][o],this.clipBounds[0][o]),i[1][o]=Math.min(i[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(a),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s={model:r,view:n,projection:a,clipBounds:i,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind())},p.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions[r[1]].slice(0,3),a={position:n,dataCoordinate:n,index:Math.floor(r[1]/48)};return\"cone\"===this.traceType?a.index=Math.floor(r[1]/48):\"streamtube\"===this.traceType&&(a.intensity=this.intensity[r[1]],a.velocity=this.vectors[r[1]].slice(0,3),a.divergence=this.vectors[r[1]][3],a.index=e),a},p.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.pickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleVectors.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleIds.dispose()},e.exports=function(t,e,r){var s=r.shaders;1===arguments.length&&(t=(e=t).gl);var l=function(t,e){var r=n(t,e.meshShader.vertex,e.meshShader.fragment,null,e.meshShader.attributes);return r.attributes.position.location=0,r.attributes.color.location=2,r.attributes.uv.location=3,r.attributes.vector.location=4,r}(t,s),u=function(t,e){var r=n(t,e.pickShader.vertex,e.pickShader.fragment,null,e.pickShader.attributes);return r.attributes.position.location=0,r.attributes.id.location=1,r.attributes.vector.location=4,r}(t,s),h=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));h.generateMipmap(),h.minFilter=t.LINEAR_MIPMAP_LINEAR,h.magFilter=t.LINEAR;var p=a(t),d=a(t),g=a(t),v=a(t),m=a(t),y=new f(t,h,l,u,p,d,m,g,v,i(t,[{buffer:p,type:t.FLOAT,size:4},{buffer:m,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:g,type:t.FLOAT,size:4},{buffer:v,type:t.FLOAT,size:2},{buffer:d,type:t.FLOAT,size:4}]),r.traceType||\"cone\");return y.update(e),y}},{colormap:128,\"gl-buffer\":244,\"gl-mat4/invert\":268,\"gl-mat4/multiply\":270,\"gl-shader\":304,\"gl-texture2d\":324,\"gl-vao\":329,ndarray:452}],247:[function(t,e,r){var n=t(\"glslify\"),a=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec3 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, coneScale, coneOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * conePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(conePosition, 1.0);\\n  vec4 t_position  = view * conePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = conePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),i=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float vectorScale, coneScale, coneOffset;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector.xyz), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n  gl_Position = projection * view * conePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);r.meshShader={vertex:a,fragment:i,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec3\"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec3\"}]}},{glslify:411}],248:[function(t,e,r){e.exports={0:\"NONE\",1:\"ONE\",2:\"LINE_LOOP\",3:\"LINE_STRIP\",4:\"TRIANGLES\",5:\"TRIANGLE_STRIP\",6:\"TRIANGLE_FAN\",256:\"DEPTH_BUFFER_BIT\",512:\"NEVER\",513:\"LESS\",514:\"EQUAL\",515:\"LEQUAL\",516:\"GREATER\",517:\"NOTEQUAL\",518:\"GEQUAL\",519:\"ALWAYS\",768:\"SRC_COLOR\",769:\"ONE_MINUS_SRC_COLOR\",770:\"SRC_ALPHA\",771:\"ONE_MINUS_SRC_ALPHA\",772:\"DST_ALPHA\",773:\"ONE_MINUS_DST_ALPHA\",774:\"DST_COLOR\",775:\"ONE_MINUS_DST_COLOR\",776:\"SRC_ALPHA_SATURATE\",1024:\"STENCIL_BUFFER_BIT\",1028:\"FRONT\",1029:\"BACK\",1032:\"FRONT_AND_BACK\",1280:\"INVALID_ENUM\",1281:\"INVALID_VALUE\",1282:\"INVALID_OPERATION\",1285:\"OUT_OF_MEMORY\",1286:\"INVALID_FRAMEBUFFER_OPERATION\",2304:\"CW\",2305:\"CCW\",2849:\"LINE_WIDTH\",2884:\"CULL_FACE\",2885:\"CULL_FACE_MODE\",2886:\"FRONT_FACE\",2928:\"DEPTH_RANGE\",2929:\"DEPTH_TEST\",2930:\"DEPTH_WRITEMASK\",2931:\"DEPTH_CLEAR_VALUE\",2932:\"DEPTH_FUNC\",2960:\"STENCIL_TEST\",2961:\"STENCIL_CLEAR_VALUE\",2962:\"STENCIL_FUNC\",2963:\"STENCIL_VALUE_MASK\",2964:\"STENCIL_FAIL\",2965:\"STENCIL_PASS_DEPTH_FAIL\",2966:\"STENCIL_PASS_DEPTH_PASS\",2967:\"STENCIL_REF\",2968:\"STENCIL_WRITEMASK\",2978:\"VIEWPORT\",3024:\"DITHER\",3042:\"BLEND\",3088:\"SCISSOR_BOX\",3089:\"SCISSOR_TEST\",3106:\"COLOR_CLEAR_VALUE\",3107:\"COLOR_WRITEMASK\",3317:\"UNPACK_ALIGNMENT\",3333:\"PACK_ALIGNMENT\",3379:\"MAX_TEXTURE_SIZE\",3386:\"MAX_VIEWPORT_DIMS\",3408:\"SUBPIXEL_BITS\",3410:\"RED_BITS\",3411:\"GREEN_BITS\",3412:\"BLUE_BITS\",3413:\"ALPHA_BITS\",3414:\"DEPTH_BITS\",3415:\"STENCIL_BITS\",3553:\"TEXTURE_2D\",4352:\"DONT_CARE\",4353:\"FASTEST\",4354:\"NICEST\",5120:\"BYTE\",5121:\"UNSIGNED_BYTE\",5122:\"SHORT\",5123:\"UNSIGNED_SHORT\",5124:\"INT\",5125:\"UNSIGNED_INT\",5126:\"FLOAT\",5386:\"INVERT\",5890:\"TEXTURE\",6401:\"STENCIL_INDEX\",6402:\"DEPTH_COMPONENT\",6406:\"ALPHA\",6407:\"RGB\",6408:\"RGBA\",6409:\"LUMINANCE\",6410:\"LUMINANCE_ALPHA\",7680:\"KEEP\",7681:\"REPLACE\",7682:\"INCR\",7683:\"DECR\",7936:\"VENDOR\",7937:\"RENDERER\",7938:\"VERSION\",9728:\"NEAREST\",9729:\"LINEAR\",9984:\"NEAREST_MIPMAP_NEAREST\",9985:\"LINEAR_MIPMAP_NEAREST\",9986:\"NEAREST_MIPMAP_LINEAR\",9987:\"LINEAR_MIPMAP_LINEAR\",10240:\"TEXTURE_MAG_FILTER\",10241:\"TEXTURE_MIN_FILTER\",10242:\"TEXTURE_WRAP_S\",10243:\"TEXTURE_WRAP_T\",10497:\"REPEAT\",10752:\"POLYGON_OFFSET_UNITS\",16384:\"COLOR_BUFFER_BIT\",32769:\"CONSTANT_COLOR\",32770:\"ONE_MINUS_CONSTANT_COLOR\",32771:\"CONSTANT_ALPHA\",32772:\"ONE_MINUS_CONSTANT_ALPHA\",32773:\"BLEND_COLOR\",32774:\"FUNC_ADD\",32777:\"BLEND_EQUATION_RGB\",32778:\"FUNC_SUBTRACT\",32779:\"FUNC_REVERSE_SUBTRACT\",32819:\"UNSIGNED_SHORT_4_4_4_4\",32820:\"UNSIGNED_SHORT_5_5_5_1\",32823:\"POLYGON_OFFSET_FILL\",32824:\"POLYGON_OFFSET_FACTOR\",32854:\"RGBA4\",32855:\"RGB5_A1\",32873:\"TEXTURE_BINDING_2D\",32926:\"SAMPLE_ALPHA_TO_COVERAGE\",32928:\"SAMPLE_COVERAGE\",32936:\"SAMPLE_BUFFERS\",32937:\"SAMPLES\",32938:\"SAMPLE_COVERAGE_VALUE\",32939:\"SAMPLE_COVERAGE_INVERT\",32968:\"BLEND_DST_RGB\",32969:\"BLEND_SRC_RGB\",32970:\"BLEND_DST_ALPHA\",32971:\"BLEND_SRC_ALPHA\",33071:\"CLAMP_TO_EDGE\",33170:\"GENERATE_MIPMAP_HINT\",33189:\"DEPTH_COMPONENT16\",33306:\"DEPTH_STENCIL_ATTACHMENT\",33635:\"UNSIGNED_SHORT_5_6_5\",33648:\"MIRRORED_REPEAT\",33901:\"ALIASED_POINT_SIZE_RANGE\",33902:\"ALIASED_LINE_WIDTH_RANGE\",33984:\"TEXTURE0\",33985:\"TEXTURE1\",33986:\"TEXTURE2\",33987:\"TEXTURE3\",33988:\"TEXTURE4\",33989:\"TEXTURE5\",33990:\"TEXTURE6\",33991:\"TEXTURE7\",33992:\"TEXTURE8\",33993:\"TEXTURE9\",33994:\"TEXTURE10\",33995:\"TEXTURE11\",33996:\"TEXTURE12\",33997:\"TEXTURE13\",33998:\"TEXTURE14\",33999:\"TEXTURE15\",34000:\"TEXTURE16\",34001:\"TEXTURE17\",34002:\"TEXTURE18\",34003:\"TEXTURE19\",34004:\"TEXTURE20\",34005:\"TEXTURE21\",34006:\"TEXTURE22\",34007:\"TEXTURE23\",34008:\"TEXTURE24\",34009:\"TEXTURE25\",34010:\"TEXTURE26\",34011:\"TEXTURE27\",34012:\"TEXTURE28\",34013:\"TEXTURE29\",34014:\"TEXTURE30\",34015:\"TEXTURE31\",34016:\"ACTIVE_TEXTURE\",34024:\"MAX_RENDERBUFFER_SIZE\",34041:\"DEPTH_STENCIL\",34055:\"INCR_WRAP\",34056:\"DECR_WRAP\",34067:\"TEXTURE_CUBE_MAP\",34068:\"TEXTURE_BINDING_CUBE_MAP\",34069:\"TEXTURE_CUBE_MAP_POSITIVE_X\",34070:\"TEXTURE_CUBE_MAP_NEGATIVE_X\",34071:\"TEXTURE_CUBE_MAP_POSITIVE_Y\",34072:\"TEXTURE_CUBE_MAP_NEGATIVE_Y\",34073:\"TEXTURE_CUBE_MAP_POSITIVE_Z\",34074:\"TEXTURE_CUBE_MAP_NEGATIVE_Z\",34076:\"MAX_CUBE_MAP_TEXTURE_SIZE\",34338:\"VERTEX_ATTRIB_ARRAY_ENABLED\",34339:\"VERTEX_ATTRIB_ARRAY_SIZE\",34340:\"VERTEX_ATTRIB_ARRAY_STRIDE\",34341:\"VERTEX_ATTRIB_ARRAY_TYPE\",34342:\"CURRENT_VERTEX_ATTRIB\",34373:\"VERTEX_ATTRIB_ARRAY_POINTER\",34466:\"NUM_COMPRESSED_TEXTURE_FORMATS\",34467:\"COMPRESSED_TEXTURE_FORMATS\",34660:\"BUFFER_SIZE\",34661:\"BUFFER_USAGE\",34816:\"STENCIL_BACK_FUNC\",34817:\"STENCIL_BACK_FAIL\",34818:\"STENCIL_BACK_PASS_DEPTH_FAIL\",34819:\"STENCIL_BACK_PASS_DEPTH_PASS\",34877:\"BLEND_EQUATION_ALPHA\",34921:\"MAX_VERTEX_ATTRIBS\",34922:\"VERTEX_ATTRIB_ARRAY_NORMALIZED\",34930:\"MAX_TEXTURE_IMAGE_UNITS\",34962:\"ARRAY_BUFFER\",34963:\"ELEMENT_ARRAY_BUFFER\",34964:\"ARRAY_BUFFER_BINDING\",34965:\"ELEMENT_ARRAY_BUFFER_BINDING\",34975:\"VERTEX_ATTRIB_ARRAY_BUFFER_BINDING\",35040:\"STREAM_DRAW\",35044:\"STATIC_DRAW\",35048:\"DYNAMIC_DRAW\",35632:\"FRAGMENT_SHADER\",35633:\"VERTEX_SHADER\",35660:\"MAX_VERTEX_TEXTURE_IMAGE_UNITS\",35661:\"MAX_COMBINED_TEXTURE_IMAGE_UNITS\",35663:\"SHADER_TYPE\",35664:\"FLOAT_VEC2\",35665:\"FLOAT_VEC3\",35666:\"FLOAT_VEC4\",35667:\"INT_VEC2\",35668:\"INT_VEC3\",35669:\"INT_VEC4\",35670:\"BOOL\",35671:\"BOOL_VEC2\",35672:\"BOOL_VEC3\",35673:\"BOOL_VEC4\",35674:\"FLOAT_MAT2\",35675:\"FLOAT_MAT3\",35676:\"FLOAT_MAT4\",35678:\"SAMPLER_2D\",35680:\"SAMPLER_CUBE\",35712:\"DELETE_STATUS\",35713:\"COMPILE_STATUS\",35714:\"LINK_STATUS\",35715:\"VALIDATE_STATUS\",35716:\"INFO_LOG_LENGTH\",35717:\"ATTACHED_SHADERS\",35718:\"ACTIVE_UNIFORMS\",35719:\"ACTIVE_UNIFORM_MAX_LENGTH\",35720:\"SHADER_SOURCE_LENGTH\",35721:\"ACTIVE_ATTRIBUTES\",35722:\"ACTIVE_ATTRIBUTE_MAX_LENGTH\",35724:\"SHADING_LANGUAGE_VERSION\",35725:\"CURRENT_PROGRAM\",36003:\"STENCIL_BACK_REF\",36004:\"STENCIL_BACK_VALUE_MASK\",36005:\"STENCIL_BACK_WRITEMASK\",36006:\"FRAMEBUFFER_BINDING\",36007:\"RENDERBUFFER_BINDING\",36048:\"FRAMEBUFFER_ATTACHMENT_OBJECT_TYPE\",36049:\"FRAMEBUFFER_ATTACHMENT_OBJECT_NAME\",36050:\"FRAMEBUFFER_ATTACHMENT_TEXTURE_LEVEL\",36051:\"FRAMEBUFFER_ATTACHMENT_TEXTURE_CUBE_MAP_FACE\",36053:\"FRAMEBUFFER_COMPLETE\",36054:\"FRAMEBUFFER_INCOMPLETE_ATTACHMENT\",36055:\"FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT\",36057:\"FRAMEBUFFER_INCOMPLETE_DIMENSIONS\",36061:\"FRAMEBUFFER_UNSUPPORTED\",36064:\"COLOR_ATTACHMENT0\",36096:\"DEPTH_ATTACHMENT\",36128:\"STENCIL_ATTACHMENT\",36160:\"FRAMEBUFFER\",36161:\"RENDERBUFFER\",36162:\"RENDERBUFFER_WIDTH\",36163:\"RENDERBUFFER_HEIGHT\",36164:\"RENDERBUFFER_INTERNAL_FORMAT\",36168:\"STENCIL_INDEX8\",36176:\"RENDERBUFFER_RED_SIZE\",36177:\"RENDERBUFFER_GREEN_SIZE\",36178:\"RENDERBUFFER_BLUE_SIZE\",36179:\"RENDERBUFFER_ALPHA_SIZE\",36180:\"RENDERBUFFER_DEPTH_SIZE\",36181:\"RENDERBUFFER_STENCIL_SIZE\",36194:\"RGB565\",36336:\"LOW_FLOAT\",36337:\"MEDIUM_FLOAT\",36338:\"HIGH_FLOAT\",36339:\"LOW_INT\",36340:\"MEDIUM_INT\",36341:\"HIGH_INT\",36346:\"SHADER_COMPILER\",36347:\"MAX_VERTEX_UNIFORM_VECTORS\",36348:\"MAX_VARYING_VECTORS\",36349:\"MAX_FRAGMENT_UNIFORM_VECTORS\",37440:\"UNPACK_FLIP_Y_WEBGL\",37441:\"UNPACK_PREMULTIPLY_ALPHA_WEBGL\",37442:\"CONTEXT_LOST_WEBGL\",37443:\"UNPACK_COLORSPACE_CONVERSION_WEBGL\",37444:\"BROWSER_DEFAULT_WEBGL\"}},{}],249:[function(t,e,r){var 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r=0;r<3;++r)t[0][r]=Math.min(t[0][r],e[r]),t[1][r]=Math.max(t[1][r],e[r])}l.isOpaque=function(){return!this.hasAlpha},l.isTransparent=function(){return this.hasAlpha},l.drawTransparent=l.draw=function(t){var e=this.gl,r=this.shader.uniforms;this.shader.bind();var n=r.view=t.view||o,a=r.projection=t.projection||o;r.model=t.model||o,r.clipBounds=this.clipBounds,r.opacity=this.opacity;var i=n[12],s=n[13],l=n[14],c=n[15],u=(t._ortho||!1?2:1)*this.pixelRatio*(a[3]*i+a[7]*s+a[11]*l+a[15]*c)/e.drawingBufferHeight;this.vao.bind();for(var h=0;h<3;++h)e.lineWidth(this.lineWidth[h]*this.pixelRatio),r.capSize=this.capSize[h]*u,this.lineCount[h]&&e.drawArrays(e.LINES,this.lineOffset[h],this.lineCount[h]);this.vao.unbind()};var u=function(){for(var t=new Array(3),e=0;e<3;++e){for(var r=[],n=1;n<=2;++n)for(var a=-1;a<=1;a+=2){var i=[0,0,0];i[(n+e)%3]=a,r.push(i)}t[e]=r}return t}();function h(t,e,r,n){for(var a=u[n],i=0;i<a.length;++i){var 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fragPosition;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], fragPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  gl_FragColor = opacity * fragColor;\\n}\"]);e.exports=function(t){return a(t,i,o,null,[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"offset\",type:\"vec3\"}])}},{\"gl-shader\":304,glslify:411}],252:[function(t,e,r){\"use strict\";var n=t(\"gl-texture2d\");e.exports=function(t,e,r,n){a||(a=t.FRAMEBUFFER_UNSUPPORTED,i=t.FRAMEBUFFER_INCOMPLETE_ATTACHMENT,o=t.FRAMEBUFFER_INCOMPLETE_DIMENSIONS,s=t.FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT);var c=t.getExtension(\"WEBGL_draw_buffers\");!l&&c&&function(t,e){var r=t.getParameter(e.MAX_COLOR_ATTACHMENTS_WEBGL);l=new Array(r+1);for(var n=0;n<=r;++n){for(var a=new Array(r),i=0;i<n;++i)a[i]=t.COLOR_ATTACHMENT0+i;for(var i=n;i<r;++i)a[i]=t.NONE;l[n]=a}}(t,c);Array.isArray(e)&&(n=r,r=0|e[1],e=0|e[0]);if(\"number\"!=typeof e)throw new Error(\"gl-fbo: Missing shape parameter\");var u=t.getParameter(t.MAX_RENDERBUFFER_SIZE);if(e<0||e>u||r<0||r>u)throw new Error(\"gl-fbo: Parameters are too large for FBO\");var h=1;if(\"color\"in(n=n||{})){if((h=Math.max(0|n.color,0))<0)throw new Error(\"gl-fbo: Must specify a nonnegative number of colors\");if(h>1){if(!c)throw new Error(\"gl-fbo: Multiple draw buffer extension not supported\");if(h>t.getParameter(c.MAX_COLOR_ATTACHMENTS_WEBGL))throw new Error(\"gl-fbo: Context does not support \"+h+\" draw buffers\")}}var f=t.UNSIGNED_BYTE,p=t.getExtension(\"OES_texture_float\");if(n.float&&h>0){if(!p)throw new Error(\"gl-fbo: Context does not support floating point textures\");f=t.FLOAT}else n.preferFloat&&h>0&&p&&(f=t.FLOAT);var g=!0;\"depth\"in n&&(g=!!n.depth);var v=!1;\"stencil\"in n&&(v=!!n.stencil);return new d(t,e,r,f,h,g,v,c)};var a,i,o,s,l=null;function c(t){return[t.getParameter(t.FRAMEBUFFER_BINDING),t.getParameter(t.RENDERBUFFER_BINDING),t.getParameter(t.TEXTURE_BINDING_2D)]}function u(t,e){t.bindFramebuffer(t.FRAMEBUFFER,e[0]),t.bindRenderbuffer(t.RENDERBUFFER,e[1]),t.bindTexture(t.TEXTURE_2D,e[2])}function h(t){switch(t){case a:throw new Error(\"gl-fbo: Framebuffer unsupported\");case i:throw new Error(\"gl-fbo: Framebuffer incomplete attachment\");case o:throw new Error(\"gl-fbo: Framebuffer incomplete dimensions\");case s:throw new Error(\"gl-fbo: Framebuffer incomplete missing attachment\");default:throw new Error(\"gl-fbo: Framebuffer failed for unspecified reason\")}}function f(t,e,r,a,i,o){if(!a)return null;var s=n(t,e,r,i,a);return s.magFilter=t.NEAREST,s.minFilter=t.NEAREST,s.mipSamples=1,s.bind(),t.framebufferTexture2D(t.FRAMEBUFFER,o,t.TEXTURE_2D,s.handle,0),s}function p(t,e,r,n,a){var i=t.createRenderbuffer();return t.bindRenderbuffer(t.RENDERBUFFER,i),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,a,t.RENDERBUFFER,i),i}function d(t,e,r,n,a,i,o,s){this.gl=t,this._shape=[0|e,0|r],this._destroyed=!1,this._ext=s,this.color=new Array(a);for(var d=0;d<a;++d)this.color[d]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=i,this._useStencil=o;var g=this,v=[0|e,0|r];Object.defineProperties(v,{0:{get:function(){return g._shape[0]},set:function(t){return g.width=t}},1:{get:function(){return g._shape[1]},set:function(t){return g.height=t}}}),this._shapeVector=v,function(t){var e=c(t.gl),r=t.gl,n=t.handle=r.createFramebuffer(),a=t._shape[0],i=t._shape[1],o=t.color.length,s=t._ext,d=t._useStencil,g=t._useDepth,v=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,n);for(var m=0;m<o;++m)t.color[m]=f(r,a,i,v,r.RGBA,r.COLOR_ATTACHMENT0+m);0===o?(t._color_rb=p(r,a,i,r.RGBA4,r.COLOR_ATTACHMENT0),s&&s.drawBuffersWEBGL(l[0])):o>1&&s.drawBuffersWEBGL(l[o]);var y=r.getExtension(\"WEBGL_depth_texture\");y?d?t.depth=f(r,a,i,y.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g&&(t.depth=f(r,a,i,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):g&&d?t._depth_rb=p(r,a,i,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g?t._depth_rb=p(r,a,i,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):d&&(t._depth_rb=p(r,a,i,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var x=r.checkFramebufferStatus(r.FRAMEBUFFER);if(x!==r.FRAMEBUFFER_COMPLETE){for(t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&&(t.depth.dispose(),t.depth=null),t._depth_rb&&(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null),m=0;m<t.color.length;++m)t.color[m].dispose(),t.color[m]=null;t._color_rb&&(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),u(r,e),h(x)}u(r,e)}(this)}var g=d.prototype;function v(t,e,r){if(t._destroyed)throw new Error(\"gl-fbo: Can't resize destroyed FBO\");if(t._shape[0]!==e||t._shape[1]!==r){var n=t.gl,a=n.getParameter(n.MAX_RENDERBUFFER_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-fbo: Can't resize FBO, invalid dimensions\");t._shape[0]=e,t._shape[1]=r;for(var i=c(n),o=0;o<t.color.length;++o)t.color[o].shape=t._shape;t._color_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._color_rb),n.renderbufferStorage(n.RENDERBUFFER,n.RGBA4,t._shape[0],t._shape[1])),t.depth&&(t.depth.shape=t._shape),t._depth_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._depth_rb),t._useDepth&&t._useStencil?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_STENCIL,t._shape[0],t._shape[1]):t._useDepth?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_COMPONENT16,t._shape[0],t._shape[1]):t._useStencil&&n.renderbufferStorage(n.RENDERBUFFER,n.STENCIL_INDEX,t._shape[0],t._shape[1])),n.bindFramebuffer(n.FRAMEBUFFER,t.handle);var s=n.checkFramebufferStatus(n.FRAMEBUFFER);s!==n.FRAMEBUFFER_COMPLETE&&(t.dispose(),u(n,i),h(s)),u(n,i)}}Object.defineProperties(g,{shape:{get:function(){return this._destroyed?[0,0]:this._shapeVector},set:function(t){if(Array.isArray(t)||(t=[0|t,0|t]),2!==t.length)throw new Error(\"gl-fbo: Shape vector must be length 2\");var e=0|t[0],r=0|t[1];return v(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return v(this,t|=0,this._shape[1]),t},enumerable:!1},height:{get:function(){return this._destroyed?0:this._shape[1]},set:function(t){return t|=0,v(this,this._shape[0],t),t},enumerable:!1}}),g.bind=function(){if(!this._destroyed){var t=this.gl;t.bindFramebuffer(t.FRAMEBUFFER,this.handle),t.viewport(0,0,this._shape[0],this._shape[1])}},g.dispose=function(){if(!this._destroyed){this._destroyed=!0;var t=this.gl;t.deleteFramebuffer(this.handle),this.handle=null,this.depth&&(this.depth.dispose(),this.depth=null),this._depth_rb&&(t.deleteRenderbuffer(this._depth_rb),this._depth_rb=null);for(var e=0;e<this.color.length;++e)this.color[e].dispose(),this.color[e]=null;this._color_rb&&(t.deleteRenderbuffer(this._color_rb),this._color_rb=null)}}},{\"gl-texture2d\":324}],253:[function(t,e,r){var n=t(\"sprintf-js\").sprintf,a=t(\"gl-constants/lookup\"),i=t(\"glsl-shader-name\"),o=t(\"add-line-numbers\");e.exports=function(t,e,r){\"use strict\";var s=i(e)||\"of unknown name (see npm glsl-shader-name)\",l=\"unknown type\";void 0!==r&&(l=r===a.FRAGMENT_SHADER?\"fragment\":\"vertex\");for(var c=n(\"Error compiling %s shader %s:\\n\",l,s),u=n(\"%s%s\",c,t),h=t.split(\"\\n\"),f={},p=0;p<h.length;p++){var d=h[p];if(\"\"!==d&&\"\\0\"!==d){var g=parseInt(d.split(\":\")[2]);if(isNaN(g))throw new Error(n(\"Could not parse error: %s\",d));f[g]=d}}for(var v=o(e).split(\"\\n\"),p=0;p<v.length;p++)if(f[p+3]||f[p+2]||f[p+1]){var m=v[p];if(c+=m+\"\\n\",f[p+1]){var y=f[p+1];y=y.substr(y.split(\":\",3).join(\":\").length+1).trim(),c+=n(\"^^^ %s\\n\\n\",y)}}return{long:c.trim(),short:u.trim()}}},{\"add-line-numbers\":64,\"gl-constants/lookup\":249,\"glsl-shader-name\":403,\"sprintf-js\":527}],254:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=t.gl,n=o(r,l.vertex,l.fragment),a=o(r,l.pickVertex,l.pickFragment),i=s(r),u=s(r),h=s(r),f=s(r),p=new c(t,n,a,i,u,h,f);return p.update(e),t.addObject(p),p};var n=t(\"binary-search-bounds\"),a=t(\"iota-array\"),i=t(\"typedarray-pool\"),o=t(\"gl-shader\"),s=t(\"gl-buffer\"),l=t(\"./lib/shaders\");function c(t,e,r,n,a,i,o){this.plot=t,this.shader=e,this.pickShader=r,this.positionBuffer=n,this.weightBuffer=a,this.colorBuffer=i,this.idBuffer=o,this.xData=[],this.yData=[],this.shape=[0,0],this.bounds=[1/0,1/0,-1/0,-1/0],this.pickOffset=0}var u,h=c.prototype,f=[0,0,1,0,0,1,1,0,1,1,0,1];h.draw=(u=[1,0,0,0,1,0,0,0,1],function(){var t=this.plot,e=this.shader,r=this.bounds,n=this.numVertices;if(!(n<=0)){var a=t.gl,i=t.dataBox,o=r[2]-r[0],s=r[3]-r[1],l=i[2]-i[0],c=i[3]-i[1];u[0]=2*o/l,u[4]=2*s/c,u[6]=2*(r[0]-i[0])/l-1,u[7]=2*(r[1]-i[1])/c-1,e.bind();var h=e.uniforms;h.viewTransform=u,h.shape=this.shape;var f=e.attributes;this.positionBuffer.bind(),f.position.pointer(),this.weightBuffer.bind(),f.weight.pointer(a.UNSIGNED_BYTE,!1),this.colorBuffer.bind(),f.color.pointer(a.UNSIGNED_BYTE,!0),a.drawArrays(a.TRIANGLES,0,n)}}),h.drawPick=function(){var t=[1,0,0,0,1,0,0,0,1],e=[0,0,0,0];return function(r){var n=this.plot,a=this.pickShader,i=this.bounds,o=this.numVertices;if(!(o<=0)){var s=n.gl,l=n.dataBox,c=i[2]-i[0],u=i[3]-i[1],h=l[2]-l[0],f=l[3]-l[1];t[0]=2*c/h,t[4]=2*u/f,t[6]=2*(i[0]-l[0])/h-1,t[7]=2*(i[1]-l[1])/f-1;for(var p=0;p<4;++p)e[p]=r>>8*p&255;this.pickOffset=r,a.bind();var d=a.uniforms;d.viewTransform=t,d.pickOffset=e,d.shape=this.shape;var g=a.attributes;return this.positionBuffer.bind(),g.position.pointer(),this.weightBuffer.bind(),g.weight.pointer(s.UNSIGNED_BYTE,!1),this.idBuffer.bind(),g.pickId.pointer(s.UNSIGNED_BYTE,!1),s.drawArrays(s.TRIANGLES,0,o),r+this.shape[0]*this.shape[1]}}}(),h.pick=function(t,e,r){var n=this.pickOffset,a=this.shape[0]*this.shape[1];if(r<n||r>=n+a)return null;var i=r-n,o=this.xData,s=this.yData;return{object:this,pointId:i,dataCoord:[o[i%this.shape[0]],s[i/this.shape[0]|0]]}},h.update=function(t){var e=(t=t||{}).shape||[0,0],r=t.x||a(e[0]),o=t.y||a(e[1]),s=t.z||new Float32Array(e[0]*e[1]);this.xData=r,this.yData=o;var l=t.colorLevels||[0],c=t.colorValues||[0,0,0,1],u=l.length,h=this.bounds,p=h[0]=r[0],d=h[1]=o[0],g=1/((h[2]=r[r.length-1])-p),v=1/((h[3]=o[o.length-1])-d),m=e[0],y=e[1];this.shape=[m,y];var x=(m-1)*(y-1)*(f.length>>>1);this.numVertices=x;for(var b=i.mallocUint8(4*x),_=i.mallocFloat32(2*x),w=i.mallocUint8(2*x),k=i.mallocUint32(x),T=0,M=0;M<y-1;++M)for(var A=v*(o[M]-d),S=v*(o[M+1]-d),E=0;E<m-1;++E)for(var L=g*(r[E]-p),C=g*(r[E+1]-p),P=0;P<f.length;P+=2){var O,z,I,D,R=f[P],F=f[P+1],B=s[(M+F)*m+(E+R)],N=n.le(l,B);if(N<0)O=c[0],z=c[1],I=c[2],D=c[3];else if(N===u-1)O=c[4*u-4],z=c[4*u-3],I=c[4*u-2],D=c[4*u-1];else{var j=(B-l[N])/(l[N+1]-l[N]),V=1-j,U=4*N,q=4*(N+1);O=V*c[U]+j*c[q],z=V*c[U+1]+j*c[q+1],I=V*c[U+2]+j*c[q+2],D=V*c[U+3]+j*c[q+3]}b[4*T]=255*O,b[4*T+1]=255*z,b[4*T+2]=255*I,b[4*T+3]=255*D,_[2*T]=.5*L+.5*C,_[2*T+1]=.5*A+.5*S,w[2*T]=R,w[2*T+1]=F,k[T]=M*m+E,T+=1}this.positionBuffer.update(_),this.weightBuffer.update(w),this.colorBuffer.update(b),this.idBuffer.update(k),i.free(_),i.free(b),i.free(w),i.free(k)},h.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.positionBuffer.dispose(),this.weightBuffer.dispose(),this.colorBuffer.dispose(),this.idBuffer.dispose(),this.plot.removeObject(this)}},{\"./lib/shaders\":255,\"binary-search-bounds\":256,\"gl-buffer\":244,\"gl-shader\":304,\"iota-array\":418,\"typedarray-pool\":544}],255:[function(t,e,r){\"use strict\";var n=t(\"glslify\");e.exports={fragment:n([\"precision lowp float;\\n#define GLSLIFY 1\\nvarying vec4 fragColor;\\nvoid main() {\\n  gl_FragColor = vec4(fragColor.rgb * fragColor.a, fragColor.a);\\n}\\n\"]),vertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 color;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  fragColor = color;\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"]),pickFragment:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nuniform vec2 shape;\\nuniform vec4 pickOffset;\\n\\nvoid main() {\\n  vec2 d = step(.5, vWeight);\\n  vec4 id = fragId + pickOffset;\\n  id.x += d.x + d.y*shape.x;\\n\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  gl_FragColor = id/255.;\\n}\\n\"]),pickVertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nvoid main() {\\n  vWeight = weight;\\n\\n  fragId = pickId;\\n\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"])}},{glslify:411}],256:[function(t,e,r){arguments[4][113][0].apply(r,arguments)},{dup:113}],257:[function(t,e,r){var n=t(\"glslify\"),a=t(\"gl-shader\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, nextPosition;\\nattribute float arcLength, lineWidth;\\nattribute vec4 color;\\n\\nuniform vec2 screenShape;\\nuniform float pixelRatio;\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 fragColor;\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  vec4 startPoint = project(position);\\n  vec4 endPoint   = project(nextPosition);\\n\\n  vec2 A = startPoint.xy / startPoint.w;\\n  vec2 B =   endPoint.xy /   endPoint.w;\\n\\n  float clipAngle = atan(\\n    (B.y - A.y) * screenShape.y,\\n    (B.x - A.x) * screenShape.x\\n  );\\n\\n  vec2 offset = 0.5 * pixelRatio * lineWidth * vec2(\\n    sin(clipAngle),\\n    -cos(clipAngle)\\n  ) / screenShape;\\n\\n  gl_Position = vec4(startPoint.xy + startPoint.w * offset, startPoint.zw);\\n\\n  worldPosition = position;\\n  pixelArcLength = arcLength;\\n  fragColor = color;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3      clipBounds[2];\\nuniform sampler2D dashTexture;\\nuniform float     dashScale;\\nuniform float     opacity;\\n\\nvarying vec3    worldPosition;\\nvarying float   pixelArcLength;\\nvarying vec4    fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], worldPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  float dashWeight = texture2D(dashTexture, vec2(dashScale * pixelArcLength, 0)).r;\\n  if(dashWeight < 0.5) {\\n    discard;\\n  }\\n  gl_FragColor = fragColor * opacity;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\n#define FLOAT_MAX  1.70141184e38\\n#define FLOAT_MIN  1.17549435e-38\\n\\nlowp vec4 encode_float_1604150559(highp float v) {\\n  highp float av = abs(v);\\n\\n  //Handle special cases\\n  if(av < FLOAT_MIN) {\\n    return vec4(0.0, 0.0, 0.0, 0.0);\\n  } else if(v > FLOAT_MAX) {\\n    return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\\n  } else if(v < -FLOAT_MAX) {\\n    return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\\n  }\\n\\n  highp vec4 c = vec4(0,0,0,0);\\n\\n  //Compute exponent and mantissa\\n  highp float e = floor(log2(av));\\n  highp float m = av * pow(2.0, -e) - 1.0;\\n  \\n  //Unpack mantissa\\n  c[1] = floor(128.0 * m);\\n  m -= c[1] / 128.0;\\n  c[2] = floor(32768.0 * m);\\n  m -= c[2] / 32768.0;\\n  c[3] = floor(8388608.0 * m);\\n  \\n  //Unpack exponent\\n  highp float ebias = e + 127.0;\\n  c[0] = floor(ebias / 2.0);\\n  ebias -= c[0] * 2.0;\\n  c[1] += floor(ebias) * 128.0; \\n\\n  //Unpack sign bit\\n  c[0] += 128.0 * step(0.0, -v);\\n\\n  //Scale back to range\\n  return c / 255.0;\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform float pickId;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], worldPosition)) discard;\\n\\n  gl_FragColor = vec4(pickId/255.0, encode_float_1604150559(pixelArcLength).xyz);\\n}\"]),l=[{name:\"position\",type:\"vec3\"},{name:\"nextPosition\",type:\"vec3\"},{name:\"arcLength\",type:\"float\"},{name:\"lineWidth\",type:\"float\"},{name:\"color\",type:\"vec4\"}];r.createShader=function(t){return a(t,i,o,null,l)},r.createPickShader=function(t){return a(t,i,s,null,l)}},{\"gl-shader\":304,glslify:411}],258:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl||t.scene&&t.scene.gl,r=u(e);r.attributes.position.location=0,r.attributes.nextPosition.location=1,r.attributes.arcLength.location=2,r.attributes.lineWidth.location=3,r.attributes.color.location=4;var o=h(e);o.attributes.position.location=0,o.attributes.nextPosition.location=1,o.attributes.arcLength.location=2,o.attributes.lineWidth.location=3,o.attributes.color.location=4;for(var s=n(e),c=a(e,[{buffer:s,size:3,offset:0,stride:48},{buffer:s,size:3,offset:12,stride:48},{buffer:s,size:1,offset:24,stride:48},{buffer:s,size:1,offset:28,stride:48},{buffer:s,size:4,offset:32,stride:48}]),f=l(new Array(1024),[256,1,4]),p=0;p<1024;++p)f.data[p]=255;var d=i(e,f);d.wrap=e.REPEAT;var g=new v(e,r,o,s,c,d);return g.update(t),g};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"gl-texture2d\"),o=t(\"glsl-read-float\"),s=t(\"binary-search-bounds\"),l=t(\"ndarray\"),c=t(\"./lib/shaders\"),u=c.createShader,h=c.createPickShader,f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function p(t,e){for(var r=0,n=0;n<3;++n){var a=t[n]-e[n];r+=a*a}return Math.sqrt(r)}function d(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r<3;++r)e[0][r]=Math.max(t[0][r],e[0][r]),e[1][r]=Math.min(t[1][r],e[1][r]);return e}function g(t,e,r,n){this.arcLength=t,this.position=e,this.index=r,this.dataCoordinate=n}function v(t,e,r,n,a,i){this.gl=t,this.shader=e,this.pickShader=r,this.buffer=n,this.vao=a,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.points=[],this.arcLength=[],this.vertexCount=0,this.bounds=[[0,0,0],[0,0,0]],this.pickId=0,this.lineWidth=1,this.texture=i,this.dashScale=1,this.opacity=1,this.hasAlpha=!1,this.dirty=!0,this.pixelRatio=1}var m=v.prototype;m.isTransparent=function(){return this.hasAlpha},m.isOpaque=function(){return!this.hasAlpha},m.pickSlots=1,m.setPickBase=function(t){this.pickId=t},m.drawTransparent=m.draw=function(t){if(this.vertexCount){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||f,view:t.view||f,projection:t.projection||f,clipBounds:d(this.clipBounds),dashTexture:this.texture.bind(),dashScale:this.dashScale/this.arcLength[this.arcLength.length-1],opacity:this.opacity,screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},m.drawPick=function(t){if(this.vertexCount){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||f,view:t.view||f,projection:t.projection||f,pickId:this.pickId,clipBounds:d(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},m.update=function(t){var e,r;this.dirty=!0;var n=!!t.connectGaps;\"dashScale\"in t&&(this.dashScale=t.dashScale),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var a=[],i=[],o=[],c=0,u=0,h=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],f=t.position||t.positions;if(f){var d=t.color||t.colors||[0,0,0,1],g=t.lineWidth||1,v=!1;t:for(e=1;e<f.length;++e){var m,y,x,b=f[e-1],_=f[e];for(i.push(c),o.push(b.slice()),r=0;r<3;++r){if(isNaN(b[r])||isNaN(_[r])||!isFinite(b[r])||!isFinite(_[r])){if(!n&&a.length>0){for(var w=0;w<24;++w)a.push(a[a.length-12]);u+=2,v=!0}continue t}h[0][r]=Math.min(h[0][r],b[r],_[r]),h[1][r]=Math.max(h[1][r],b[r],_[r])}Array.isArray(d[0])?(m=d.length>e-1?d[e-1]:d.length>0?d[d.length-1]:[0,0,0,1],y=d.length>e?d[e]:d.length>0?d[d.length-1]:[0,0,0,1]):m=y=d,3===m.length&&(m=[m[0],m[1],m[2],1]),3===y.length&&(y=[y[0],y[1],y[2],1]),!this.hasAlpha&&m[3]<1&&(this.hasAlpha=!0),x=Array.isArray(g)?g.length>e-1?g[e-1]:g.length>0?g[g.length-1]:[0,0,0,1]:g;var k=c;if(c+=p(b,_),v){for(r=0;r<2;++r)a.push(b[0],b[1],b[2],_[0],_[1],_[2],k,x,m[0],m[1],m[2],m[3]);u+=2,v=!1}a.push(b[0],b[1],b[2],_[0],_[1],_[2],k,x,m[0],m[1],m[2],m[3],b[0],b[1],b[2],_[0],_[1],_[2],k,-x,m[0],m[1],m[2],m[3],_[0],_[1],_[2],b[0],b[1],b[2],c,-x,y[0],y[1],y[2],y[3],_[0],_[1],_[2],b[0],b[1],b[2],c,x,y[0],y[1],y[2],y[3]),u+=4}}if(this.buffer.update(a),i.push(c),o.push(f[f.length-1].slice()),this.bounds=h,this.vertexCount=u,this.points=o,this.arcLength=i,\"dashes\"in t){var T=t.dashes.slice();for(T.unshift(0),e=1;e<T.length;++e)T[e]=T[e-1]+T[e];var M=l(new Array(1024),[256,1,4]);for(e=0;e<256;++e){for(r=0;r<4;++r)M.set(e,0,r,0);1&s.le(T,T[T.length-1]*e/255)?M.set(e,0,0,0):M.set(e,0,0,255)}this.texture.setPixels(M)}},m.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()},m.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=o(t.value[0],t.value[1],t.value[2],0),r=s.le(this.arcLength,e);if(r<0)return null;if(r===this.arcLength.length-1)return new g(this.arcLength[this.arcLength.length-1],this.points[this.points.length-1].slice(),r);for(var n=this.points[r],a=this.points[Math.min(r+1,this.points.length-1)],i=(e-this.arcLength[r])/(this.arcLength[r+1]-this.arcLength[r]),l=1-i,c=[0,0,0],u=0;u<3;++u)c[u]=l*n[u]+i*a[u];var h=Math.min(i<.5?r:r+1,this.points.length-1);return new g(e,c,h,this.points[h])}},{\"./lib/shaders\":257,\"binary-search-bounds\":259,\"gl-buffer\":244,\"gl-texture2d\":324,\"gl-vao\":329,\"glsl-read-float\":402,ndarray:452}],259:[function(t,e,r){arguments[4][113][0].apply(r,arguments)},{dup:113}],260:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],a=e[2],i=e[3],o=r*i-a*n;return o?(o=1/o,t[0]=i*o,t[1]=-n*o,t[2]=-a*o,t[3]=r*o,t):null}},{}],261:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],a=e[2],i=e[3],o=e[4],s=e[5],l=e[6],c=e[7],u=e[8],h=u*o-s*c,f=-u*i+s*l,p=c*i-o*l,d=r*h+n*f+a*p;return d?(d=1/d,t[0]=h*d,t[1]=(-u*n+a*c)*d,t[2]=(s*n-a*o)*d,t[3]=f*d,t[4]=(u*r-a*l)*d,t[5]=(-s*r+a*i)*d,t[6]=p*d,t[7]=(-c*r+n*l)*d,t[8]=(o*r-n*i)*d,t):null}},{}],262:[function(t,e,r){e.exports=function(t){var e=new Float32Array(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e}},{}],263:[function(t,e,r){e.exports=function(){var t=new Float32Array(16);return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],264:[function(t,e,r){e.exports=function(t){var e=t[0],r=t[1],n=t[2],a=t[3],i=t[4],o=t[5],s=t[6],l=t[7],c=t[8],u=t[9],h=t[10],f=t[11],p=t[12],d=t[13],g=t[14],v=t[15];return(e*o-r*i)*(h*v-f*g)-(e*s-n*i)*(u*v-f*d)+(e*l-a*i)*(u*g-h*d)+(r*s-n*o)*(c*v-f*p)-(r*l-a*o)*(c*g-h*p)+(n*l-a*s)*(c*d-u*p)}},{}],265:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],a=e[2],i=e[3],o=r+r,s=n+n,l=a+a,c=r*o,u=n*o,h=n*s,f=a*o,p=a*s,d=a*l,g=i*o,v=i*s,m=i*l;return t[0]=1-h-d,t[1]=u+m,t[2]=f-v,t[3]=0,t[4]=u-m,t[5]=1-c-d,t[6]=p+g,t[7]=0,t[8]=f+v,t[9]=p-g,t[10]=1-c-h,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],266:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],a=e[1],i=e[2],o=e[3],s=n+n,l=a+a,c=i+i,u=n*s,h=n*l,f=n*c,p=a*l,d=a*c,g=i*c,v=o*s,m=o*l,y=o*c;return t[0]=1-(p+g),t[1]=h+y,t[2]=f-m,t[3]=0,t[4]=h-y,t[5]=1-(u+g),t[6]=d+v,t[7]=0,t[8]=f+m,t[9]=d-v,t[10]=1-(u+p),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t}},{}],267:[function(t,e,r){e.exports=function(t){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],268:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],a=e[2],i=e[3],o=e[4],s=e[5],l=e[6],c=e[7],u=e[8],h=e[9],f=e[10],p=e[11],d=e[12],g=e[13],v=e[14],m=e[15],y=r*s-n*o,x=r*l-a*o,b=r*c-i*o,_=n*l-a*s,w=n*c-i*s,k=a*c-i*l,T=u*g-h*d,M=u*v-f*d,A=u*m-p*d,S=h*v-f*g,E=h*m-p*g,L=f*m-p*v,C=y*L-x*E+b*S+_*A-w*M+k*T;if(!C)return null;return C=1/C,t[0]=(s*L-l*E+c*S)*C,t[1]=(a*E-n*L-i*S)*C,t[2]=(g*k-v*w+m*_)*C,t[3]=(f*w-h*k-p*_)*C,t[4]=(l*A-o*L-c*M)*C,t[5]=(r*L-a*A+i*M)*C,t[6]=(v*b-d*k-m*x)*C,t[7]=(u*k-f*b+p*x)*C,t[8]=(o*E-s*A+c*T)*C,t[9]=(n*A-r*E-i*T)*C,t[10]=(d*w-g*b+m*y)*C,t[11]=(h*b-u*w-p*y)*C,t[12]=(s*M-o*S-l*T)*C,t[13]=(r*S-n*M+a*T)*C,t[14]=(g*x-d*_-v*y)*C,t[15]=(u*_-h*x+f*y)*C,t}},{}],269:[function(t,e,r){var n=t(\"./identity\");e.exports=function(t,e,r,a){var i,o,s,l,c,u,h,f,p,d,g=e[0],v=e[1],m=e[2],y=a[0],x=a[1],b=a[2],_=r[0],w=r[1],k=r[2];if(Math.abs(g-_)<1e-6&&Math.abs(v-w)<1e-6&&Math.abs(m-k)<1e-6)return n(t);h=g-_,f=v-w,p=m-k,d=1/Math.sqrt(h*h+f*f+p*p),i=x*(p*=d)-b*(f*=d),o=b*(h*=d)-y*p,s=y*f-x*h,(d=Math.sqrt(i*i+o*o+s*s))?(i*=d=1/d,o*=d,s*=d):(i=0,o=0,s=0);l=f*s-p*o,c=p*i-h*s,u=h*o-f*i,(d=Math.sqrt(l*l+c*c+u*u))?(l*=d=1/d,c*=d,u*=d):(l=0,c=0,u=0);return t[0]=i,t[1]=l,t[2]=h,t[3]=0,t[4]=o,t[5]=c,t[6]=f,t[7]=0,t[8]=s,t[9]=u,t[10]=p,t[11]=0,t[12]=-(i*g+o*v+s*m),t[13]=-(l*g+c*v+u*m),t[14]=-(h*g+f*v+p*m),t[15]=1,t}},{\"./identity\":267}],270:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],a=e[1],i=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],h=e[8],f=e[9],p=e[10],d=e[11],g=e[12],v=e[13],m=e[14],y=e[15],x=r[0],b=r[1],_=r[2],w=r[3];return t[0]=x*n+b*s+_*h+w*g,t[1]=x*a+b*l+_*f+w*v,t[2]=x*i+b*c+_*p+w*m,t[3]=x*o+b*u+_*d+w*y,x=r[4],b=r[5],_=r[6],w=r[7],t[4]=x*n+b*s+_*h+w*g,t[5]=x*a+b*l+_*f+w*v,t[6]=x*i+b*c+_*p+w*m,t[7]=x*o+b*u+_*d+w*y,x=r[8],b=r[9],_=r[10],w=r[11],t[8]=x*n+b*s+_*h+w*g,t[9]=x*a+b*l+_*f+w*v,t[10]=x*i+b*c+_*p+w*m,t[11]=x*o+b*u+_*d+w*y,x=r[12],b=r[13],_=r[14],w=r[15],t[12]=x*n+b*s+_*h+w*g,t[13]=x*a+b*l+_*f+w*v,t[14]=x*i+b*c+_*p+w*m,t[15]=x*o+b*u+_*d+w*y,t}},{}],271:[function(t,e,r){e.exports=function(t,e,r,n,a,i,o){var s=1/(e-r),l=1/(n-a),c=1/(i-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*c,t[11]=0,t[12]=(e+r)*s,t[13]=(a+n)*l,t[14]=(o+i)*c,t[15]=1,t}},{}],272:[function(t,e,r){e.exports=function(t,e,r,n,a){var i=1/Math.tan(e/2),o=1/(n-a);return t[0]=i/r,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=i,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=(a+n)*o,t[11]=-1,t[12]=0,t[13]=0,t[14]=2*a*n*o,t[15]=0,t}},{}],273:[function(t,e,r){e.exports=function(t,e,r,n){var a,i,o,s,l,c,u,h,f,p,d,g,v,m,y,x,b,_,w,k,T,M,A,S,E=n[0],L=n[1],C=n[2],P=Math.sqrt(E*E+L*L+C*C);if(Math.abs(P)<1e-6)return null;E*=P=1/P,L*=P,C*=P,a=Math.sin(r),i=Math.cos(r),o=1-i,s=e[0],l=e[1],c=e[2],u=e[3],h=e[4],f=e[5],p=e[6],d=e[7],g=e[8],v=e[9],m=e[10],y=e[11],x=E*E*o+i,b=L*E*o+C*a,_=C*E*o-L*a,w=E*L*o-C*a,k=L*L*o+i,T=C*L*o+E*a,M=E*C*o+L*a,A=L*C*o-E*a,S=C*C*o+i,t[0]=s*x+h*b+g*_,t[1]=l*x+f*b+v*_,t[2]=c*x+p*b+m*_,t[3]=u*x+d*b+y*_,t[4]=s*w+h*k+g*T,t[5]=l*w+f*k+v*T,t[6]=c*w+p*k+m*T,t[7]=u*w+d*k+y*T,t[8]=s*M+h*A+g*S,t[9]=l*M+f*A+v*S,t[10]=c*M+p*A+m*S,t[11]=u*M+d*A+y*S,e!==t&&(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t}},{}],274:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),a=Math.cos(r),i=e[4],o=e[5],s=e[6],l=e[7],c=e[8],u=e[9],h=e[10],f=e[11];e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[4]=i*a+c*n,t[5]=o*a+u*n,t[6]=s*a+h*n,t[7]=l*a+f*n,t[8]=c*a-i*n,t[9]=u*a-o*n,t[10]=h*a-s*n,t[11]=f*a-l*n,t}},{}],275:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),a=Math.cos(r),i=e[0],o=e[1],s=e[2],l=e[3],c=e[8],u=e[9],h=e[10],f=e[11];e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=i*a-c*n,t[1]=o*a-u*n,t[2]=s*a-h*n,t[3]=l*a-f*n,t[8]=i*n+c*a,t[9]=o*n+u*a,t[10]=s*n+h*a,t[11]=l*n+f*a,t}},{}],276:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),a=Math.cos(r),i=e[0],o=e[1],s=e[2],l=e[3],c=e[4],u=e[5],h=e[6],f=e[7];e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=i*a+c*n,t[1]=o*a+u*n,t[2]=s*a+h*n,t[3]=l*a+f*n,t[4]=c*a-i*n,t[5]=u*a-o*n,t[6]=h*a-s*n,t[7]=f*a-l*n,t}},{}],277:[function(t,e,r){e.exports=function(t,e,r){var n=r[0],a=r[1],i=r[2];return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*a,t[5]=e[5]*a,t[6]=e[6]*a,t[7]=e[7]*a,t[8]=e[8]*i,t[9]=e[9]*i,t[10]=e[10]*i,t[11]=e[11]*i,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},{}],278:[function(t,e,r){e.exports=function(t,e,r){var n,a,i,o,s,l,c,u,h,f,p,d,g=r[0],v=r[1],m=r[2];e===t?(t[12]=e[0]*g+e[4]*v+e[8]*m+e[12],t[13]=e[1]*g+e[5]*v+e[9]*m+e[13],t[14]=e[2]*g+e[6]*v+e[10]*m+e[14],t[15]=e[3]*g+e[7]*v+e[11]*m+e[15]):(n=e[0],a=e[1],i=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],h=e[8],f=e[9],p=e[10],d=e[11],t[0]=n,t[1]=a,t[2]=i,t[3]=o,t[4]=s,t[5]=l,t[6]=c,t[7]=u,t[8]=h,t[9]=f,t[10]=p,t[11]=d,t[12]=n*g+s*v+h*m+e[12],t[13]=a*g+l*v+f*m+e[13],t[14]=i*g+c*v+p*m+e[14],t[15]=o*g+u*v+d*m+e[15]);return t}},{}],279:[function(t,e,r){e.exports=function(t,e){if(t===e){var r=e[1],n=e[2],a=e[3],i=e[6],o=e[7],s=e[11];t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=r,t[6]=e[9],t[7]=e[13],t[8]=n,t[9]=i,t[11]=e[14],t[12]=a,t[13]=o,t[14]=s}else t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},{}],280:[function(t,e,r){\"use strict\";e.exports=function(t,e){switch(e.length){case 0:break;case 1:t[0]=1/e[0];break;case 4:n(t,e);break;case 9:a(t,e);break;case 16:i(t,e);break;default:throw new Error(\"currently supports matrices up to 4x4\")}return t};var n=t(\"gl-mat2/invert\"),a=t(\"gl-mat3/invert\"),i=t(\"gl-mat4/invert\")},{\"gl-mat2/invert\":260,\"gl-mat3/invert\":261,\"gl-mat4/invert\":268}],281:[function(t,e,r){\"use strict\";var n=t(\"barycentric\"),a=t(\"polytope-closest-point/lib/closest_point_2d.js\");function i(t,e){for(var r=[0,0,0,0],n=0;n<4;++n)for(var a=0;a<4;++a)r[a]+=t[4*n+a]*e[n];return r}function o(t,e,r,n,a){for(var o=i(n,i(r,i(e,[t[0],t[1],t[2],1]))),s=0;s<3;++s)o[s]/=o[3];return[.5*a[0]*(1+o[0]),.5*a[1]*(1-o[1])]}e.exports=function(t,e,r,i,s,l){if(1===t.length)return[0,t[0].slice()];for(var c=new Array(t.length),u=0;u<t.length;++u)c[u]=o(t[u],r,i,s,l);for(var h=0,f=1/0,u=0;u<c.length;++u){for(var p=0,d=0;d<2;++d)p+=Math.pow(c[u][d]-e[d],2);p<f&&(f=p,h=u)}for(var g=function(t,e){if(2===t.length){for(var r=0,i=0,o=0;o<2;++o)r+=Math.pow(e[o]-t[0][o],2),i+=Math.pow(e[o]-t[1][o],2);return r=Math.sqrt(r),i=Math.sqrt(i),r+i<1e-6?[1,0]:[i/(r+i),r/(i+r)]}if(3===t.length){var s=[0,0];return a(t[0],t[1],t[2],e,s),n(t,s)}return[]}(c,e),v=0,u=0;u<3;++u){if(g[u]<-.001||g[u]>1.0001)return null;v+=g[u]}if(Math.abs(v-1)>.001)return null;return[h,function(t,e){for(var r=[0,0,0],n=0;n<t.length;++n)for(var a=t[n],i=e[n],o=0;o<3;++o)r[o]+=i*a[o];return r}(t,g),g]}},{barycentric:75,\"polytope-closest-point/lib/closest_point_2d.js\":483}],282:[function(t,e,r){var n=t(\"glslify\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, normal;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model\\n           , view\\n           , projection\\n           , inverseModel;\\nuniform vec3 eyePosition\\n           , lightPosition;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  gl_Position      = project(position);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * vec4(position , 1.0);\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal  = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  f_color          = color;\\n  f_data           = position;\\n  f_uv             = uv;\\n}\\n\"]),i=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\n//#pragma glslify: beckmann = require(glsl-specular-beckmann) // used in gl-surface3d\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness\\n            , fresnel\\n            , kambient\\n            , kdiffuse\\n            , kspecular;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (f_color.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], f_data)\\n  ) discard;\\n\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  //float specular = max(0.0, beckmann(L, V, N, roughness)); // used in gl-surface3d\\n\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = vec4(f_color.rgb, 1.0) * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * f_color.a;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_color = color;\\n  f_data  = position;\\n  f_uv    = uv;\\n}\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_data)) discard;\\n\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\nattribute float pointSize;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0 ,0.0 ,0.0);\\n  } else {\\n    gl_Position = projection * view * model * vec4(position, 1.0);\\n  }\\n  gl_PointSize = pointSize;\\n  f_color = color;\\n  f_uv = uv;\\n}\"]),c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  vec2 pointR = gl_PointCoord.xy - vec2(0.5, 0.5);\\n  if(dot(pointR, pointR) > 0.25) {\\n    discard;\\n  }\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_id        = id;\\n  f_position  = position;\\n}\"]),h=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]),f=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3  position;\\nattribute float pointSize;\\nattribute vec4  id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0, 0.0, 0.0);\\n  } else {\\n    gl_Position  = projection * view * model * vec4(position, 1.0);\\n    gl_PointSize = pointSize;\\n  }\\n  f_id         = id;\\n  f_position   = position;\\n}\"]),p=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n}\"]),d=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec3 contourColor;\\n\\nvoid main() {\\n  gl_FragColor = vec4(contourColor, 1.0);\\n}\\n\"]);r.meshShader={vertex:a,fragment:i,attributes:[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.wireShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.pointShader={vertex:l,fragment:c,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"pointSize\",type:\"float\"}]},r.pickShader={vertex:u,fragment:h,attributes:[{name:\"position\",type:\"vec3\"},{name:\"id\",type:\"vec4\"}]},r.pointPickShader={vertex:f,fragment:h,attributes:[{name:\"position\",type:\"vec3\"},{name:\"pointSize\",type:\"float\"},{name:\"id\",type:\"vec4\"}]},r.contourShader={vertex:p,fragment:d,attributes:[{name:\"position\",type:\"vec3\"}]}},{glslify:411}],283:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),a=t(\"gl-buffer\"),i=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"normals\"),l=t(\"gl-mat4/multiply\"),c=t(\"gl-mat4/invert\"),u=t(\"ndarray\"),h=t(\"colormap\"),f=t(\"simplicial-complex-contour\"),p=t(\"typedarray-pool\"),d=t(\"./lib/shaders\"),g=t(\"./lib/closest-point\"),v=d.meshShader,m=d.wireShader,y=d.pointShader,x=d.pickShader,b=d.pointPickShader,_=d.contourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function k(t,e,r,n,a,i,o,s,l,c,u,h,f,p,d,g,v,m,y,x,b,_,k,T,M,A,S){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.lineShader=n,this.pointShader=a,this.pickShader=i,this.pointPickShader=o,this.contourShader=s,this.trianglePositions=l,this.triangleColors=u,this.triangleNormals=f,this.triangleUVs=h,this.triangleIds=c,this.triangleVAO=p,this.triangleCount=0,this.lineWidth=1,this.edgePositions=d,this.edgeColors=v,this.edgeUVs=m,this.edgeIds=g,this.edgeVAO=y,this.edgeCount=0,this.pointPositions=x,this.pointColors=_,this.pointUVs=k,this.pointSizes=T,this.pointIds=b,this.pointVAO=M,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=A,this.contourVAO=S,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.hasAlpha=!1,this.opacityscale=!1,this._model=w,this._view=w,this._projection=w,this._resolution=[1,1]}var T=k.prototype;function M(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}function A(t){var e=n(t,y.vertex,y.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.pointSize.location=4,e}function S(t){var e=n(t,x.vertex,x.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e}function E(t){var e=n(t,b.vertex,b.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function L(t){var e=n(t,_.vertex,_.fragment);return e.attributes.position.location=0,e}T.isOpaque=function(){return!this.hasAlpha},T.isTransparent=function(){return this.hasAlpha},T.pickSlots=1,T.setPickBase=function(t){this.pickId=t},T.highlight=function(t){if(t&&this.contourEnable){for(var e=f(this.cells,this.intensity,t.intensity),r=e.cells,n=e.vertexIds,a=e.vertexWeights,i=r.length,o=p.mallocFloat32(6*i),s=0,l=0;l<i;++l)for(var c=r[l],u=0;u<2;++u){var h=c[0];2===c.length&&(h=c[u]);for(var d=n[h][0],g=n[h][1],v=a[h],m=1-v,y=this.positions[d],x=this.positions[g],b=0;b<3;++b)o[s++]=v*y[b]+m*x[b]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),p.free(o)}else this.contourCount=0},T.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"contourEnable\"in t&&(this.contourEnable=t.contourEnable),\"contourColor\"in t&&(this.contourColor=t.contourColor),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=t.opacity,this.opacity<1&&(this.hasAlpha=!0)),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale,this.hasAlpha=!0),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t,e){for(var r=h({colormap:t,nshades:256,format:\"rgba\"}),n=new Uint8Array(1024),a=0;a<256;++a){for(var i=r[a],o=0;o<3;++o)n[4*a+o]=i[o];n[4*a+3]=e?255*M(a/255,e):255*i[3]}return u(n,[256,256,4],[4,0,1])}(t.colormap,this.opacityscale)),this.texture.generateMipmap());var r=t.cells,n=t.positions;if(n&&r){var a=[],i=[],l=[],c=[],f=[],p=[],d=[],g=[],v=[],m=[],y=[],x=[],b=[],_=[];this.cells=r,this.positions=n;var w=t.vertexNormals,k=t.cellNormals,T=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,A=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&&!k&&(k=s.faceNormals(r,n,A)),k||w||(w=s.vertexNormals(r,n,T));var S=t.vertexColors,E=t.cellColors,L=t.meshColor||[1,1,1,1],C=t.vertexUVs,P=t.vertexIntensity,O=t.cellUVs,z=t.cellIntensity,I=1/0,D=-1/0;if(!C&&!O)if(P)if(t.vertexIntensityBounds)I=+t.vertexIntensityBounds[0],D=+t.vertexIntensityBounds[1];else for(var R=0;R<P.length;++R){var F=P[R];I=Math.min(I,F),D=Math.max(D,F)}else if(z)if(t.cellIntensityBounds)I=+t.cellIntensityBounds[0],D=+t.cellIntensityBounds[1];else for(R=0;R<z.length;++R){F=z[R];I=Math.min(I,F),D=Math.max(D,F)}else for(R=0;R<n.length;++R){F=n[R][2];I=Math.min(I,F),D=Math.max(D,F)}this.intensity=P||(z?function(t,e,r){for(var n=new Array(e),a=0;a<e;++a)n[a]=0;var i=t.length;for(a=0;a<i;++a)for(var o=t[a],s=0;s<o.length;++s)n[o[s]]=r[a];return n}(r,n.length,z):function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n));var B=t.pointSizes,N=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(R=0;R<n.length;++R)for(var j=n[R],V=0;V<3;++V)!isNaN(j[V])&&isFinite(j[V])&&(this.bounds[0][V]=Math.min(this.bounds[0][V],j[V]),this.bounds[1][V]=Math.max(this.bounds[1][V],j[V]));var U=0,q=0,H=0;t:for(R=0;R<r.length;++R){var G=r[R];switch(G.length){case 1:for(j=n[W=G[0]],V=0;V<3;++V)if(isNaN(j[V])||!isFinite(j[V]))continue t;m.push(j[0],j[1],j[2]),X=S?S[W]:E?E[R]:L,this.opacityscale&&P?i.push(X[0],X[1],X[2],this.opacity*M((P[W]-I)/(D-I),this.opacityscale)):3===X.length?y.push(X[0],X[1],X[2],this.opacity):(y.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)),Z=C?C[W]:P?[(P[W]-I)/(D-I),0]:O?O[R]:z?[(z[R]-I)/(D-I),0]:[(j[2]-I)/(D-I),0],x.push(Z[0],Z[1]),B?b.push(B[W]):b.push(N),_.push(R),H+=1;break;case 2:for(V=0;V<2;++V){j=n[W=G[V]];for(var Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t}for(V=0;V<2;++V){j=n[W=G[V]];p.push(j[0],j[1],j[2]),X=S?S[W]:E?E[R]:L,this.opacityscale&&P?i.push(X[0],X[1],X[2],this.opacity*M((P[W]-I)/(D-I),this.opacityscale)):3===X.length?d.push(X[0],X[1],X[2],this.opacity):(d.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)),Z=C?C[W]:P?[(P[W]-I)/(D-I),0]:O?O[R]:z?[(z[R]-I)/(D-I),0]:[(j[2]-I)/(D-I),0],g.push(Z[0],Z[1]),v.push(R)}q+=1;break;case 3:for(V=0;V<3;++V)for(j=n[W=G[V]],Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t;for(V=0;V<3;++V){var W,X,Z,J;j=n[W=G[2-V]];a.push(j[0],j[1],j[2]),(X=S?S[W]:E?E[R]:L)?this.opacityscale&&P?i.push(X[0],X[1],X[2],this.opacity*M((P[W]-I)/(D-I),this.opacityscale)):3===X.length?i.push(X[0],X[1],X[2],this.opacity):(i.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)):i.push(.5,.5,.5,1),Z=C?C[W]:P?[(P[W]-I)/(D-I),0]:O?O[R]:z?[(z[R]-I)/(D-I),0]:[(j[2]-I)/(D-I),0],c.push(Z[0],Z[1]),J=w?w[W]:k[R],l.push(J[0],J[1],J[2]),f.push(R)}U+=1}}this.pointCount=H,this.edgeCount=q,this.triangleCount=U,this.pointPositions.update(m),this.pointColors.update(y),this.pointUVs.update(x),this.pointSizes.update(b),this.pointIds.update(new Uint32Array(_)),this.edgePositions.update(p),this.edgeColors.update(d),this.edgeUVs.update(g),this.edgeIds.update(new Uint32Array(v)),this.trianglePositions.update(a),this.triangleColors.update(i),this.triangleUVs.update(c),this.triangleNormals.update(l),this.triangleIds.update(new Uint32Array(f))}},T.drawTransparent=T.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,a=t.projection||w,i=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)i[0][o]=Math.max(i[0][o],this.clipBounds[0][o]),i[1][o]=Math.min(i[1][o],this.clipBounds[1][o]);var s={model:r,view:n,projection:a,inverseModel:w.slice(),clipBounds:i,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],contourColor:this.contourColor,texture:0};s.inverseModel=c(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);l(u,s.view,s.model),l(u,s.projection,u),c(u,u);for(o=0;o<3;++o)s.eyePosition[o]=u[12+o]/u[15];var h,f=u[15];for(o=0;o<3;++o)f+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];s.lightPosition[o]=p/f}this.triangleCount>0&&((h=this.triShader).bind(),h.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind());this.edgeCount>0&&this.lineWidth>0&&((h=this.lineShader).bind(),h.uniforms=s,this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind());this.pointCount>0&&((h=this.pointShader).bind(),h.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind());this.contourEnable&&this.contourCount>0&&this.contourLineWidth>0&&((h=this.contourShader).bind(),h.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind())},T.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,a=t.projection||w,i=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)i[0][o]=Math.max(i[0][o],this.clipBounds[0][o]),i[1][o]=Math.min(i[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(a),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s,l={model:r,view:n,projection:a,clipBounds:i,pickId:this.pickId/255};((s=this.pickShader).bind(),s.uniforms=l,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0)&&((s=this.pointPickShader).bind(),s.uniforms=l,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind())},T.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;for(var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions,a=new Array(r.length),i=0;i<r.length;++i)a[i]=n[r[i]];var o=g(a,[t.coord[0],this._resolution[1]-t.coord[1]],this._model,this._view,this._projection,this._resolution);if(!o)return null;var s=o[2],l=0;for(i=0;i<r.length;++i)l+=s[i]*this.intensity[r[i]];return{position:o[1],index:r[o[0]],cell:r,cellId:e,intensity:l,dataCoordinate:this.positions[r[o[0]]]}},T.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.lineShader.dispose(),this.pointShader.dispose(),this.pickShader.dispose(),this.pointPickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleNormals.dispose(),this.triangleIds.dispose(),this.edgeVAO.dispose(),this.edgePositions.dispose(),this.edgeColors.dispose(),this.edgeUVs.dispose(),this.edgeIds.dispose(),this.pointVAO.dispose(),this.pointPositions.dispose(),this.pointColors.dispose(),this.pointUVs.dispose(),this.pointSizes.dispose(),this.pointIds.dispose(),this.contourVAO.dispose(),this.contourPositions.dispose(),this.contourShader.dispose()},e.exports=function(t,e){if(1===arguments.length&&(t=(e=t).gl),!(t.getExtension(\"OES_standard_derivatives\")||t.getExtension(\"MOZ_OES_standard_derivatives\")||t.getExtension(\"WEBKIT_OES_standard_derivatives\")))throw new Error(\"derivatives not supported\");var r=function(t){var e=n(t,v.vertex,v.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.normal.location=4,e}(t),s=function(t){var e=n(t,m.vertex,m.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e}(t),l=A(t),c=S(t),h=E(t),f=L(t),p=o(t,u(new Uint8Array([255,255,255,255]),[1,1,4]));p.generateMipmap(),p.minFilter=t.LINEAR_MIPMAP_LINEAR,p.magFilter=t.LINEAR;var d=a(t),g=a(t),y=a(t),x=a(t),b=a(t),_=i(t,[{buffer:d,type:t.FLOAT,size:3},{buffer:b,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:g,type:t.FLOAT,size:4},{buffer:y,type:t.FLOAT,size:2},{buffer:x,type:t.FLOAT,size:3}]),w=a(t),T=a(t),M=a(t),C=a(t),P=i(t,[{buffer:w,type:t.FLOAT,size:3},{buffer:C,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:T,type:t.FLOAT,size:4},{buffer:M,type:t.FLOAT,size:2}]),O=a(t),z=a(t),I=a(t),D=a(t),R=a(t),F=i(t,[{buffer:O,type:t.FLOAT,size:3},{buffer:R,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:z,type:t.FLOAT,size:4},{buffer:I,type:t.FLOAT,size:2},{buffer:D,type:t.FLOAT,size:1}]),B=a(t),N=new k(t,p,r,s,l,c,h,f,d,b,g,y,x,_,w,C,T,M,P,O,R,z,I,D,F,B,i(t,[{buffer:B,type:t.FLOAT,size:3}]));return N.update(e),N}},{\"./lib/closest-point\":281,\"./lib/shaders\":282,colormap:128,\"gl-buffer\":244,\"gl-mat4/invert\":268,\"gl-mat4/multiply\":270,\"gl-shader\":304,\"gl-texture2d\":324,\"gl-vao\":329,ndarray:452,normals:455,\"simplicial-complex-contour\":517,\"typedarray-pool\":544}],284:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[0,0,0,1,1,0,1,1]),s=a(e,i.boxVert,i.lineFrag);return new o(t,r,s)};var n=t(\"gl-buffer\"),a=t(\"gl-shader\"),i=t(\"./shaders\");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawBox=(s=[0,0],l=[0,0],function(t,e,r,n,a){var i=this.plot,o=this.shader,c=i.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,o.uniforms.lo=s,o.uniforms.hi=l,o.uniforms.color=a,c.drawArrays(c.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":287,\"gl-buffer\":244,\"gl-shader\":304}],285:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),i=a(e,o.gridVert,o.gridFrag),l=a(e,o.tickVert,o.gridFrag);return new s(t,r,i,l)};var n=t(\"gl-buffer\"),a=t(\"gl-shader\"),i=t(\"binary-search-bounds\"),o=t(\"./shaders\");function s(t,e,r,n){this.plot=t,this.vbo=e,this.shader=r,this.tickShader=n,this.ticks=[[],[]]}function l(t,e){return t-e}var c,u,h,f,p,d=s.prototype;d.draw=(c=[0,0],u=[0,0],h=[0,0],function(){for(var t=this.plot,e=this.vbo,r=this.shader,n=this.ticks,a=t.gl,i=t._tickBounds,o=t.dataBox,s=t.viewBox,l=t.gridLineWidth,f=t.gridLineColor,p=t.gridLineEnable,d=t.pixelRatio,g=0;g<2;++g){var v=i[g],m=i[g+2]-v,y=.5*(o[g+2]+o[g]),x=o[g+2]-o[g];u[g]=2*m/x,c[g]=2*(v-y)/x}r.bind(),e.bind(),r.attributes.dataCoord.pointer(),r.uniforms.dataShift=c,r.uniforms.dataScale=u;var b=0;for(g=0;g<2;++g){h[0]=h[1]=0,h[g]=1,r.uniforms.dataAxis=h,r.uniforms.lineWidth=l[g]/(s[g+2]-s[g])*d,r.uniforms.color=f[g];var _=6*n[g].length;p[g]&&_&&a.drawArrays(a.TRIANGLES,b,_),b+=_}}),d.drawTickMarks=function(){var t=[0,0],e=[0,0],r=[1,0],n=[0,1],a=[0,0],o=[0,0];return function(){for(var s=this.plot,c=this.vbo,u=this.tickShader,h=this.ticks,f=s.gl,p=s._tickBounds,d=s.dataBox,g=s.viewBox,v=s.pixelRatio,m=s.screenBox,y=m[2]-m[0],x=m[3]-m[1],b=g[2]-g[0],_=g[3]-g[1],w=0;w<2;++w){var k=p[w],T=p[w+2]-k,M=.5*(d[w+2]+d[w]),A=d[w+2]-d[w];e[w]=2*T/A,t[w]=2*(k-M)/A}e[0]*=b/y,t[0]*=b/y,e[1]*=_/x,t[1]*=_/x,u.bind(),c.bind(),u.attributes.dataCoord.pointer();var S=u.uniforms;S.dataShift=t,S.dataScale=e;var E=s.tickMarkLength,L=s.tickMarkWidth,C=s.tickMarkColor,P=6*h[0].length,O=Math.min(i.ge(h[0],(d[0]-p[0])/(p[2]-p[0]),l),h[0].length),z=Math.min(i.gt(h[0],(d[2]-p[0])/(p[2]-p[0]),l),h[0].length),I=0+6*O,D=6*Math.max(0,z-O),R=Math.min(i.ge(h[1],(d[1]-p[1])/(p[3]-p[1]),l),h[1].length),F=Math.min(i.gt(h[1],(d[3]-p[1])/(p[3]-p[1]),l),h[1].length),B=P+6*R,N=6*Math.max(0,F-R);a[0]=2*(g[0]-E[1])/y-1,a[1]=(g[3]+g[1])/x-1,o[0]=E[1]*v/y,o[1]=L[1]*v/x,N&&(S.color=C[1],S.tickScale=o,S.dataAxis=n,S.screenOffset=a,f.drawArrays(f.TRIANGLES,B,N)),a[0]=(g[2]+g[0])/y-1,a[1]=2*(g[1]-E[0])/x-1,o[0]=L[0]*v/y,o[1]=E[0]*v/x,D&&(S.color=C[0],S.tickScale=o,S.dataAxis=r,S.screenOffset=a,f.drawArrays(f.TRIANGLES,I,D)),a[0]=2*(g[2]+E[3])/y-1,a[1]=(g[3]+g[1])/x-1,o[0]=E[3]*v/y,o[1]=L[3]*v/x,N&&(S.color=C[3],S.tickScale=o,S.dataAxis=n,S.screenOffset=a,f.drawArrays(f.TRIANGLES,B,N)),a[0]=(g[2]+g[0])/y-1,a[1]=2*(g[3]+E[2])/x-1,o[0]=L[2]*v/y,o[1]=E[2]*v/x,D&&(S.color=C[2],S.tickScale=o,S.dataAxis=r,S.screenOffset=a,f.drawArrays(f.TRIANGLES,I,D))}}(),d.update=(f=[1,1,-1,-1,1,-1],p=[1,-1,1,1,-1,-1],function(t){for(var e=t.ticks,r=t.bounds,n=new Float32Array(18*(e[0].length+e[1].length)),a=(this.plot.zeroLineEnable,0),i=[[],[]],o=0;o<2;++o)for(var s=i[o],l=e[o],c=r[o],u=r[o+2],h=0;h<l.length;++h){var d=(l[h].x-c)/(u-c);s.push(d);for(var g=0;g<6;++g)n[a++]=d,n[a++]=f[g],n[a++]=p[g]}this.ticks=i,this.vbo.update(n)}),d.dispose=function(){this.vbo.dispose(),this.shader.dispose(),this.tickShader.dispose()}},{\"./shaders\":287,\"binary-search-bounds\":289,\"gl-buffer\":244,\"gl-shader\":304}],286:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[-1,-1,-1,1,1,-1,1,1]),s=a(e,i.lineVert,i.lineFrag);return new o(t,r,s)};var n=t(\"gl-buffer\"),a=t(\"gl-shader\"),i=t(\"./shaders\");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawLine=(s=[0,0],l=[0,0],function(t,e,r,n,a,i){var o=this.plot,c=this.shader,u=o.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,c.uniforms.start=s,c.uniforms.end=l,c.uniforms.width=a*o.pixelRatio,c.uniforms.color=i,u.drawArrays(u.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":287,\"gl-buffer\":244,\"gl-shader\":304}],287:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),a=n([\"precision lowp float;\\n#define GLSLIFY 1\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = vec4(color.xyz * color.w, color.w);\\n}\\n\"]);e.exports={lineVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 start, end;\\nuniform float width;\\n\\nvec2 perp(vec2 v) {\\n  return vec2(v.y, -v.x);\\n}\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  vec2 delta = normalize(perp(start - end));\\n  vec2 offset = mix(start, end, 0.5 * (coord.y+1.0));\\n  gl_Position = vec4(screen(offset + 0.5 * width * delta * coord.x), 0, 1);\\n}\\n\"]),lineFrag:a,textVert:n([\"#define GLSLIFY 1\\nattribute vec3 textCoordinate;\\n\\nuniform vec2 dataScale, dataShift, dataAxis, screenOffset, textScale;\\nuniform float angle;\\n\\nvoid main() {\\n  float dataOffset  = textCoordinate.z;\\n  vec2 glyphOffset  = textCoordinate.xy;\\n  mat2 glyphMatrix = mat2(cos(angle), sin(angle), -sin(angle), cos(angle));\\n  vec2 screenCoordinate = dataAxis * (dataScale * dataOffset + dataShift) +\\n    glyphMatrix * glyphOffset * textScale + screenOffset;\\n  gl_Position = vec4(screenCoordinate, 0, 1);\\n}\\n\"]),textFrag:a,gridVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale;\\nuniform float lineWidth;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  pos += 10.0 * dataCoord.y * vec2(dataAxis.y, -dataAxis.x) + dataCoord.z * lineWidth;\\n  gl_Position = vec4(pos, 0, 1);\\n}\\n\"]),gridFrag:a,boxVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 lo, hi;\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  gl_Position = vec4(screen(mix(lo, hi, coord)), 0, 1);\\n}\\n\"]),tickVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale, screenOffset, tickScale;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  gl_Position = vec4(pos + tickScale*dataCoord.yz + screenOffset, 0, 1);\\n}\\n\"])}},{glslify:411}],288:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),i=a(e,s.textVert,s.textFrag);return new l(t,r,i)};var n=t(\"gl-buffer\"),a=t(\"gl-shader\"),i=t(\"text-cache\"),o=t(\"binary-search-bounds\"),s=t(\"./shaders\");function l(t,e,r){this.plot=t,this.vbo=e,this.shader=r,this.tickOffset=[[],[]],this.tickX=[[],[]],this.labelOffset=[0,0],this.labelCount=[0,0]}var c,u,h,f,p,d,g=l.prototype;g.drawTicks=(c=[0,0],u=[0,0],h=[0,0],function(t){var e=this.plot,r=this.shader,n=this.tickX[t],a=this.tickOffset[t],i=e.gl,s=e.viewBox,l=e.dataBox,f=e.screenBox,p=e.pixelRatio,d=e.tickEnable,g=e.tickPad,v=e.tickColor,m=e.tickAngle,y=e.labelEnable,x=e.labelPad,b=e.labelColor,_=e.labelAngle,w=this.labelOffset[t],k=this.labelCount[t],T=o.lt(n,l[t]),M=o.le(n,l[t+2]);c[0]=c[1]=0,c[t]=1,u[t]=(s[2+t]+s[t])/(f[2+t]-f[t])-1;var A=2/f[2+(1^t)]-f[1^t];u[1^t]=A*s[1^t]-1,d[t]&&(u[1^t]-=A*p*g[t],T<M&&a[M]>a[T]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=v[t],r.uniforms.angle=m[t],i.drawArrays(i.TRIANGLES,a[T],a[M]-a[T]))),y[t]&&k&&(u[1^t]-=A*p*x[t],r.uniforms.dataAxis=h,r.uniforms.screenOffset=u,r.uniforms.color=b[t],r.uniforms.angle=_[t],i.drawArrays(i.TRIANGLES,w,k)),u[1^t]=A*s[2+(1^t)]-1,d[t+2]&&(u[1^t]+=A*p*g[t+2],T<M&&a[M]>a[T]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=v[t+2],r.uniforms.angle=m[t+2],i.drawArrays(i.TRIANGLES,a[T],a[M]-a[T]))),y[t+2]&&k&&(u[1^t]+=A*p*x[t+2],r.uniforms.dataAxis=h,r.uniforms.screenOffset=u,r.uniforms.color=b[t+2],r.uniforms.angle=_[t+2],i.drawArrays(i.TRIANGLES,w,k))}),g.drawTitle=function(){var t=[0,0],e=[0,0];return function(){var r=this.plot,n=this.shader,a=r.gl,i=r.screenBox,o=r.titleCenter,s=r.titleAngle,l=r.titleColor,c=r.pixelRatio;if(this.titleCount){for(var u=0;u<2;++u)e[u]=2*(o[u]*c-i[u])/(i[2+u]-i[u])-1;n.bind(),n.uniforms.dataAxis=t,n.uniforms.screenOffset=e,n.uniforms.angle=s,n.uniforms.color=l,a.drawArrays(a.TRIANGLES,this.titleOffset,this.titleCount)}}}(),g.bind=(f=[0,0],p=[0,0],d=[0,0],function(){var t=this.plot,e=this.shader,r=t._tickBounds,n=t.dataBox,a=t.screenBox,i=t.viewBox;e.bind();for(var o=0;o<2;++o){var s=r[o],l=r[o+2]-s,c=.5*(n[o+2]+n[o]),u=n[o+2]-n[o],h=i[o],g=i[o+2]-h,v=a[o],m=a[o+2]-v;p[o]=2*l/u*g/m,f[o]=2*(s-c)/u*g/m}d[1]=2*t.pixelRatio/(a[3]-a[1]),d[0]=d[1]*(a[3]-a[1])/(a[2]-a[0]),e.uniforms.dataScale=p,e.uniforms.dataShift=f,e.uniforms.textScale=d,this.vbo.bind(),e.attributes.textCoordinate.pointer()}),g.update=function(t){var e,r,n,a,o,s=[],l=t.ticks,c=t.bounds;for(o=0;o<2;++o){var u=[Math.floor(s.length/3)],h=[-1/0],f=l[o];for(e=0;e<f.length;++e){var p=f[e],d=p.x,g=p.text,v=p.font||\"sans-serif\";a=p.fontSize||12;for(var m=1/(c[o+2]-c[o]),y=c[o],x=g.split(\"\\n\"),b=0;b<x.length;b++)for(n=i(v,x[b]).data,r=0;r<n.length;r+=2)s.push(n[r]*a,-n[r+1]*a-b*a*1.2,(d-y)*m);u.push(Math.floor(s.length/3)),h.push(d)}this.tickOffset[o]=u,this.tickX[o]=h}for(o=0;o<2;++o){for(this.labelOffset[o]=Math.floor(s.length/3),n=i(t.labelFont[o],t.labels[o],{textAlign:\"center\"}).data,a=t.labelSize[o],e=0;e<n.length;e+=2)s.push(n[e]*a,-n[e+1]*a,0);this.labelCount[o]=Math.floor(s.length/3)-this.labelOffset[o]}for(this.titleOffset=Math.floor(s.length/3),n=i(t.titleFont,t.title).data,a=t.titleSize,e=0;e<n.length;e+=2)s.push(n[e]*a,-n[e+1]*a,0);this.titleCount=Math.floor(s.length/3)-this.titleOffset,this.vbo.update(s)},g.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":287,\"binary-search-bounds\":289,\"gl-buffer\":244,\"gl-shader\":304,\"text-cache\":535}],289:[function(t,e,r){arguments[4][113][0].apply(r,arguments)},{dup:113}],290:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[e.drawingBufferWidth,e.drawingBufferHeight]),c=new l(e,r);return c.grid=a(c),c.text=i(c),c.line=o(c),c.box=s(c),c.update(t),c};var n=t(\"gl-select-static\"),a=t(\"./lib/grid\"),i=t(\"./lib/text\"),o=t(\"./lib/line\"),s=t(\"./lib/box\");function l(t,e){this.gl=t,this.pickBuffer=e,this.screenBox=[0,0,t.drawingBufferWidth,t.drawingBufferHeight],this.viewBox=[0,0,0,0],this.dataBox=[-10,-10,10,10],this.gridLineEnable=[!0,!0],this.gridLineWidth=[1,1],this.gridLineColor=[[0,0,0,1],[0,0,0,1]],this.pixelRatio=1,this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickEnable=[!0,!0,!0,!0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[15,15,15,15],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelEnable=[!0,!0,!0,!0],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.titleCenter=[0,0],this.titleEnable=!0,this.titleAngle=0,this.titleColor=[0,0,0,1],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[4,4],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderLineEnable=[!0,!0,!0,!0],this.borderLineWidth=[2,2,2,2],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.grid=null,this.text=null,this.line=null,this.box=null,this.objects=[],this.overlays=[],this._tickBounds=[1/0,1/0,-1/0,-1/0],this.static=!1,this.dirty=!1,this.pickDirty=!1,this.pickDelay=120,this.pickRadius=10,this._pickTimeout=null,this._drawPick=this.drawPick.bind(this),this._depthCounter=0}var c=l.prototype;function u(t){for(var e=t.slice(),r=0;r<e.length;++r)e[r]=e[r].slice();return e}function h(t,e){return t.x-e.x}c.setDirty=function(){this.dirty=this.pickDirty=!0},c.setOverlayDirty=function(){this.dirty=!0},c.nextDepthValue=function(){return this._depthCounter++/65536},c.draw=function(){var t=this.gl,e=this.screenBox,r=this.viewBox,n=this.dataBox,a=this.pixelRatio,i=this.grid,o=this.line,s=this.text,l=this.objects;if(this._depthCounter=0,this.pickDirty&&(this._pickTimeout&&clearTimeout(this._pickTimeout),this.pickDirty=!1,this._pickTimeout=setTimeout(this._drawPick,this.pickDelay)),this.dirty){if(this.dirty=!1,t.bindFramebuffer(t.FRAMEBUFFER,null),t.enable(t.SCISSOR_TEST),t.disable(t.DEPTH_TEST),t.depthFunc(t.LESS),t.depthMask(!1),t.enable(t.BLEND),t.blendEquation(t.FUNC_ADD,t.FUNC_ADD),t.blendFunc(t.ONE,t.ONE_MINUS_SRC_ALPHA),this.borderColor){t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]);var c=this.borderColor;t.clearColor(c[0]*c[3],c[1]*c[3],c[2]*c[3],c[3]),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT)}t.scissor(r[0],r[1],r[2]-r[0],r[3]-r[1]),t.viewport(r[0],r[1],r[2]-r[0],r[3]-r[1]);var u=this.backgroundColor;t.clearColor(u[0]*u[3],u[1]*u[3],u[2]*u[3],u[3]),t.clear(t.COLOR_BUFFER_BIT),i.draw();var h=this.zeroLineEnable,f=this.zeroLineColor,p=this.zeroLineWidth;if(h[0]||h[1]){o.bind();for(var d=0;d<2;++d)if(h[d]&&n[d]<=0&&n[d+2]>=0){var g=e[d]-n[d]*(e[d+2]-e[d])/(n[d+2]-n[d]);0===d?o.drawLine(g,e[1],g,e[3],p[d],f[d]):o.drawLine(e[0],g,e[2],g,p[d],f[d])}}for(d=0;d<l.length;++d)l[d].draw();t.viewport(e[0],e[1],e[2]-e[0],e[3]-e[1]),t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]),this.grid.drawTickMarks(),o.bind();var v=this.borderLineEnable,m=this.borderLineWidth,y=this.borderLineColor;for(v[1]&&o.drawLine(r[0],r[1]-.5*m[1]*a,r[0],r[3]+.5*m[3]*a,m[1],y[1]),v[0]&&o.drawLine(r[0]-.5*m[0]*a,r[1],r[2]+.5*m[2]*a,r[1],m[0],y[0]),v[3]&&o.drawLine(r[2],r[1]-.5*m[1]*a,r[2],r[3]+.5*m[3]*a,m[3],y[3]),v[2]&&o.drawLine(r[0]-.5*m[0]*a,r[3],r[2]+.5*m[2]*a,r[3],m[2],y[2]),s.bind(),d=0;d<2;++d)s.drawTicks(d);this.titleEnable&&s.drawTitle();var x=this.overlays;for(d=0;d<x.length;++d)x[d].draw();t.disable(t.SCISSOR_TEST),t.disable(t.BLEND),t.depthMask(!0)}},c.drawPick=function(){if(!this.static){var t=this.pickBuffer;this.gl;this._pickTimeout=null,t.begin();for(var e=1,r=this.objects,n=0;n<r.length;++n)e=r[n].drawPick(e);t.end()}},c.pick=function(t,e){if(!this.static){var r=this.pixelRatio,n=this.pickPixelRatio,a=this.viewBox,i=0|Math.round((t-a[0]/r)*n),o=0|Math.round((e-a[1]/r)*n),s=this.pickBuffer.query(i,o,this.pickRadius);if(!s)return null;for(var l=s.id+(s.value[0]<<8)+(s.value[1]<<16)+(s.value[2]<<24),c=this.objects,u=0;u<c.length;++u){var h=c[u].pick(i,o,l);if(h)return h}return null}},c.setScreenBox=function(t){var e=this.screenBox,r=this.pixelRatio;e[0]=0|Math.round(t[0]*r),e[1]=0|Math.round(t[1]*r),e[2]=0|Math.round(t[2]*r),e[3]=0|Math.round(t[3]*r),this.setDirty()},c.setDataBox=function(t){var e=this.dataBox;(e[0]!==t[0]||e[1]!==t[1]||e[2]!==t[2]||e[3]!==t[3])&&(e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],this.setDirty())},c.setViewBox=function(t){var e=this.pixelRatio,r=this.viewBox;r[0]=0|Math.round(t[0]*e),r[1]=0|Math.round(t[1]*e),r[2]=0|Math.round(t[2]*e),r[3]=0|Math.round(t[3]*e);var n=this.pickPixelRatio;this.pickBuffer.shape=[0|Math.round((t[2]-t[0])*n),0|Math.round((t[3]-t[1])*n)],this.setDirty()},c.update=function(t){t=t||{};var e=this.gl;this.pixelRatio=t.pixelRatio||1;var r=this.pixelRatio;this.pickPixelRatio=Math.max(r,1),this.setScreenBox(t.screenBox||[0,0,e.drawingBufferWidth/r,e.drawingBufferHeight/r]);this.screenBox;this.setViewBox(t.viewBox||[.125*(this.screenBox[2]-this.screenBox[0])/r,.125*(this.screenBox[3]-this.screenBox[1])/r,.875*(this.screenBox[2]-this.screenBox[0])/r,.875*(this.screenBox[3]-this.screenBox[1])/r]);var n=this.viewBox,a=(n[2]-n[0])/(n[3]-n[1]);this.setDataBox(t.dataBox||[-10,-10/a,10,10/a]),this.borderColor=!1!==t.borderColor&&(t.borderColor||[0,0,0,0]).slice(),this.backgroundColor=(t.backgroundColor||[0,0,0,0]).slice(),this.gridLineEnable=(t.gridLineEnable||[!0,!0]).slice(),this.gridLineWidth=(t.gridLineWidth||[1,1]).slice(),this.gridLineColor=u(t.gridLineColor||[[.5,.5,.5,1],[.5,.5,.5,1]]),this.zeroLineEnable=(t.zeroLineEnable||[!0,!0]).slice(),this.zeroLineWidth=(t.zeroLineWidth||[4,4]).slice(),this.zeroLineColor=u(t.zeroLineColor||[[0,0,0,1],[0,0,0,1]]),this.tickMarkLength=(t.tickMarkLength||[0,0,0,0]).slice(),this.tickMarkWidth=(t.tickMarkWidth||[0,0,0,0]).slice(),this.tickMarkColor=u(t.tickMarkColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.titleCenter=(t.titleCenter||[.5*(n[0]+n[2])/r,(n[3]+120)/r]).slice(),this.titleEnable=!(\"titleEnable\"in t&&!t.titleEnable),this.titleAngle=t.titleAngle||0,this.titleColor=(t.titleColor||[0,0,0,1]).slice(),this.labelPad=(t.labelPad||[15,15,15,15]).slice(),this.labelAngle=(t.labelAngle||[0,Math.PI/2,0,3*Math.PI/2]).slice(),this.labelEnable=(t.labelEnable||[!0,!0,!0,!0]).slice(),this.labelColor=u(t.labelColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.tickPad=(t.tickPad||[15,15,15,15]).slice(),this.tickAngle=(t.tickAngle||[0,0,0,0]).slice(),this.tickEnable=(t.tickEnable||[!0,!0,!0,!0]).slice(),this.tickColor=u(t.tickColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.borderLineEnable=(t.borderLineEnable||[!0,!0,!0,!0]).slice(),this.borderLineWidth=(t.borderLineWidth||[2,2,2,2]).slice(),this.borderLineColor=u(t.borderLineColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]);var i=t.ticks||[[],[]],o=this._tickBounds;o[0]=o[1]=1/0,o[2]=o[3]=-1/0;for(var s=0;s<2;++s){var l=i[s].slice(0);0!==l.length&&(l.sort(h),o[s]=Math.min(o[s],l[0].x),o[s+2]=Math.max(o[s+2],l[l.length-1].x))}this.grid.update({bounds:o,ticks:i}),this.text.update({bounds:o,ticks:i,labels:t.labels||[\"x\",\"y\"],labelSize:t.labelSize||[12,12],labelFont:t.labelFont||[\"sans-serif\",\"sans-serif\"],title:t.title||\"\",titleSize:t.titleSize||18,titleFont:t.titleFont||\"sans-serif\"}),this.static=!!t.static,this.setDirty()},c.dispose=function(){this.box.dispose(),this.grid.dispose(),this.text.dispose(),this.line.dispose();for(var t=this.objects.length-1;t>=0;--t)this.objects[t].dispose();this.objects.length=0;for(t=this.overlays.length-1;t>=0;--t)this.overlays[t].dispose();this.overlays.length=0,this.gl=null},c.addObject=function(t){this.objects.indexOf(t)<0&&(this.objects.push(t),this.setDirty())},c.removeObject=function(t){for(var e=this.objects,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setDirty();break}},c.addOverlay=function(t){this.overlays.indexOf(t)<0&&(this.overlays.push(t),this.setOverlayDirty())},c.removeOverlay=function(t){for(var e=this.overlays,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setOverlayDirty();break}}},{\"./lib/box\":284,\"./lib/grid\":285,\"./lib/line\":286,\"./lib/text\":288,\"gl-select-static\":303}],291:[function(t,e,r){\"use strict\";e.exports=function(t,e){t=t||document.body,e=e||{};var r=[.01,1/0];\"distanceLimits\"in e&&(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]);\"zoomMin\"in e&&(r[0]=e.zoomMin);\"zoomMax\"in e&&(r[1]=e.zoomMax);var c=a({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||\"orbit\",distanceLimits:r}),u=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],h=0,f=t.clientWidth,p=t.clientHeight,d={keyBindingMode:\"rotate\",enableWheel:!0,view:c,element:t,delay:e.delay||16,rotateSpeed:e.rotateSpeed||1,zoomSpeed:e.zoomSpeed||1,translateSpeed:e.translateSpeed||1,flipX:!!e.flipX,flipY:!!e.flipY,modes:c.modes,_ortho:e._ortho||e.projection&&\"orthographic\"===e.projection.type||!1,tick:function(){var e=n(),r=this.delay,a=e-2*r;c.idle(e-r),c.recalcMatrix(a),c.flush(e-(100+2*r));for(var i=!0,o=c.computedMatrix,s=0;s<16;++s)i=i&&u[s]===o[s],u[s]=o[s];var l=t.clientWidth===f&&t.clientHeight===p;return f=t.clientWidth,p=t.clientHeight,i?!l:(h=Math.exp(c.computedRadius[0]),!0)},lookAt:function(t,e,r){c.lookAt(c.lastT(),t,e,r)},rotate:function(t,e,r){c.rotate(c.lastT(),t,e,r)},pan:function(t,e,r){c.pan(c.lastT(),t,e,r)},translate:function(t,e,r){c.translate(c.lastT(),t,e,r)}};return Object.defineProperties(d,{matrix:{get:function(){return c.computedMatrix},set:function(t){return c.setMatrix(c.lastT(),t),c.computedMatrix},enumerable:!0},mode:{get:function(){return c.getMode()},set:function(t){var e=c.computedUp.slice(),r=c.computedEye.slice(),a=c.computedCenter.slice();if(c.setMode(t),\"turntable\"===t){var i=n();c._active.lookAt(i,r,a,e),c._active.lookAt(i+500,r,a,[0,0,1]),c._active.flush(i)}return c.getMode()},enumerable:!0},center:{get:function(){return c.computedCenter},set:function(t){return c.lookAt(c.lastT(),null,t),c.computedCenter},enumerable:!0},eye:{get:function(){return c.computedEye},set:function(t){return c.lookAt(c.lastT(),t),c.computedEye},enumerable:!0},up:{get:function(){return c.computedUp},set:function(t){return c.lookAt(c.lastT(),null,null,t),c.computedUp},enumerable:!0},distance:{get:function(){return h},set:function(t){return c.setDistance(c.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return c.getDistanceLimits(r)},set:function(t){return c.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener(\"contextmenu\",function(t){return t.preventDefault(),!1}),d._lastX=-1,d._lastY=-1,d._lastMods={shift:!1,control:!1,alt:!1,meta:!1},d.enableMouseListeners=function(){function e(e,r,a,i){var o=d.keyBindingMode;if(!1!==o){var s=\"rotate\"===o,l=\"pan\"===o,u=\"zoom\"===o,f=!!i.control,p=!!i.alt,g=!!i.shift,v=!!(1&e),m=!!(2&e),y=!!(4&e),x=1/t.clientHeight,b=x*(r-d._lastX),_=x*(a-d._lastY),w=d.flipX?1:-1,k=d.flipY?1:-1,T=Math.PI*d.rotateSpeed,M=n();if(-1!==d._lastX&&-1!==d._lastY&&((s&&v&&!f&&!p&&!g||v&&!f&&!p&&g)&&c.rotate(M,w*T*b,-k*T*_,0),(l&&v&&!f&&!p&&!g||m||v&&f&&!p&&!g)&&c.pan(M,-d.translateSpeed*b*h,d.translateSpeed*_*h,0),u&&v&&!f&&!p&&!g||y||v&&!f&&p&&!g)){var A=-d.zoomSpeed*_/window.innerHeight*(M-c.lastT())*100;c.pan(M,0,0,h*(Math.exp(A)-1))}return d._lastX=r,d._lastY=a,d._lastMods=i,!0}}d.mouseListener=i(t,e),t.addEventListener(\"touchstart\",function(r){var n=s(r.changedTouches[0],t);e(0,n[0],n[1],d._lastMods),e(1,n[0],n[1],d._lastMods),r.preventDefault()},!!l&&{passive:!1}),t.addEventListener(\"touchmove\",function(r){var n=s(r.changedTouches[0],t);e(1,n[0],n[1],d._lastMods),r.preventDefault()},!!l&&{passive:!1}),t.addEventListener(\"touchend\",function(t){e(0,d._lastX,d._lastY,d._lastMods),t.preventDefault()},!!l&&{passive:!1}),d.wheelListener=o(t,function(t,e){if(!1!==d.keyBindingMode&&d.enableWheel){var r=d.flipX?1:-1,a=d.flipY?1:-1,i=n();if(Math.abs(t)>Math.abs(e))c.rotate(i,0,0,-t*r*Math.PI*d.rotateSpeed/window.innerWidth);else if(!d._ortho){var o=-d.zoomSpeed*a*e/window.innerHeight*(i-c.lastT())/20;c.pan(i,0,0,h*(Math.exp(o)-1))}}},!0)},d.enableMouseListeners(),d};var n=t(\"right-now\"),a=t(\"3d-view\"),i=t(\"mouse-change\"),o=t(\"mouse-wheel\"),s=t(\"mouse-event-offset\"),l=t(\"has-passive-events\")},{\"3d-view\":54,\"has-passive-events\":413,\"mouse-change\":437,\"mouse-event-offset\":438,\"mouse-wheel\":440,\"right-now\":503}],292:[function(t,e,r){var n=t(\"glslify\"),a=t(\"gl-shader\"),i=n([\"precision mediump float;\\n#define GLSLIFY 1\\nattribute vec2 position;\\nvarying vec2 uv;\\nvoid main() {\\n  uv = position;\\n  gl_Position = vec4(position, 0, 1);\\n}\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D accumBuffer;\\nvarying vec2 uv;\\n\\nvoid main() {\\n  vec4 accum = texture2D(accumBuffer, 0.5 * (uv + 1.0));\\n  gl_FragColor = min(vec4(1,1,1,1), accum);\\n}\"]);e.exports=function(t){return a(t,i,o,null,[{name:\"position\",type:\"vec2\"}])}},{\"gl-shader\":304,glslify:411}],293:[function(t,e,r){\"use strict\";var n=t(\"./camera.js\"),a=t(\"gl-axes3d\"),i=t(\"gl-axes3d/properties\"),o=t(\"gl-spikes3d\"),s=t(\"gl-select-static\"),l=t(\"gl-fbo\"),c=t(\"a-big-triangle\"),u=t(\"mouse-change\"),h=t(\"gl-mat4/perspective\"),f=t(\"gl-mat4/ortho\"),p=t(\"./lib/shader\"),d=t(\"is-mobile\")({tablet:!0});function g(){this.mouse=[-1,-1],this.screen=null,this.distance=1/0,this.index=null,this.dataCoordinate=null,this.dataPosition=null,this.object=null,this.data=null}function v(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(e<0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}if(e>0){r=Math.round(Math.pow(10,e));return Math.ceil(t/r)*r}return Math.ceil(t)}function m(t){return\"boolean\"!=typeof t||t}e.exports={createScene:function(t){(t=t||{}).camera=t.camera||{};var e=t.canvas;if(!e)if(e=document.createElement(\"canvas\"),t.container){var r=t.container;r.appendChild(e)}else document.body.appendChild(e);var y=t.gl;y||(y=function(t,e){var r=null;try{(r=t.getContext(\"webgl\",e))||(r=t.getContext(\"experimental-webgl\",e))}catch(t){return null}return r}(e,t.glOptions||{premultipliedAlpha:!0,antialias:!0,preserveDrawingBuffer:d}));if(!y)throw new Error(\"webgl not supported\");var x=t.bounds||[[-10,-10,-10],[10,10,10]],b=new g,_=l(y,[y.drawingBufferWidth,y.drawingBufferHeight],{preferFloat:!d}),w=p(y),k=t.cameraObject&&!0===t.cameraObject._ortho||t.camera.projection&&\"orthographic\"===t.camera.projection.type||!1,T={eye:t.camera.eye||[2,0,0],center:t.camera.center||[0,0,0],up:t.camera.up||[0,1,0],zoomMin:t.camera.zoomMax||.1,zoomMax:t.camera.zoomMin||100,mode:t.camera.mode||\"turntable\",_ortho:k},M=t.axes||{},A=a(y,M);A.enable=!M.disable;var S=t.spikes||{},E=o(y,S),L=[],C=[],P=[],O=[],z=!0,I=!0,D=new Array(16),R=new Array(16),F={view:null,projection:D,model:R,_ortho:!1},I=!0,B=[y.drawingBufferWidth,y.drawingBufferHeight],N=t.cameraObject||n(e,T),j={gl:y,contextLost:!1,pixelRatio:t.pixelRatio||1,canvas:e,selection:b,camera:N,axes:A,axesPixels:null,spikes:E,bounds:x,objects:L,shape:B,aspect:t.aspectRatio||[1,1,1],pickRadius:t.pickRadius||10,zNear:t.zNear||.01,zFar:t.zFar||1e3,fovy:t.fovy||Math.PI/4,clearColor:t.clearColor||[0,0,0,0],autoResize:m(t.autoResize),autoBounds:m(t.autoBounds),autoScale:!!t.autoScale,autoCenter:m(t.autoCenter),clipToBounds:m(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:F,oncontextloss:null,mouseListener:null,_stopped:!1,getAspectratio:function(){return{x:this.aspect[0],y:this.aspect[1],z:this.aspect[2]}},setAspectratio:function(t){this.aspect[0]=t.x,this.aspect[1]=t.y,this.aspect[2]=t.z}},V=[y.drawingBufferWidth/j.pixelRatio|0,y.drawingBufferHeight/j.pixelRatio|0];function U(){if(!j._stopped&&j.autoResize){var t=e.parentNode,r=1,n=1;t&&t!==document.body?(r=t.clientWidth,n=t.clientHeight):(r=window.innerWidth,n=window.innerHeight);var a=0|Math.ceil(r*j.pixelRatio),i=0|Math.ceil(n*j.pixelRatio);if(a!==e.width||i!==e.height){e.width=a,e.height=i;var o=e.style;o.position=o.position||\"absolute\",o.left=\"0px\",o.top=\"0px\",o.width=r+\"px\",o.height=n+\"px\",z=!0}}}j.autoResize&&U();function q(){for(var t=L.length,e=O.length,r=0;r<e;++r)P[r]=0;t:for(var r=0;r<t;++r){var n=L[r],a=n.pickSlots;if(a){for(var i=0;i<e;++i)if(P[i]+a<255){C[r]=i,n.setPickBase(P[i]+1),P[i]+=a;continue t}var o=s(y,B);C[r]=e,O.push(o),P.push(a),n.setPickBase(1),e+=1}else C[r]=-1}for(;e>0&&0===P[e-1];)P.pop(),O.pop().dispose()}function H(){if(j.contextLost)return!0;y.isContextLost()&&(j.contextLost=!0,j.mouseListener.enabled=!1,j.selection.object=null,j.oncontextloss&&j.oncontextloss())}window.addEventListener(\"resize\",U),j.update=function(t){j._stopped||(t=t||{},z=!0,I=!0)},j.add=function(t){j._stopped||(t.axes=A,L.push(t),C.push(-1),z=!0,I=!0,q())},j.remove=function(t){if(!j._stopped){var e=L.indexOf(t);e<0||(L.splice(e,1),C.pop(),z=!0,I=!0,q())}},j.dispose=function(){if(!j._stopped&&(j._stopped=!0,window.removeEventListener(\"resize\",U),e.removeEventListener(\"webglcontextlost\",H),j.mouseListener.enabled=!1,!j.contextLost)){A.dispose(),E.dispose();for(var t=0;t<L.length;++t)L[t].dispose();_.dispose();for(var t=0;t<O.length;++t)O[t].dispose();w.dispose(),y=null,A=null,E=null,L=[]}},j._mouseRotating=!1,j._prevButtons=0,j.enableMouseListeners=function(){j.mouseListener=u(e,function(t,e,r){if(!j._stopped){var n=O.length,a=L.length,i=b.object;b.distance=1/0,b.mouse[0]=e,b.mouse[1]=r,b.object=null,b.screen=null,b.dataCoordinate=b.dataPosition=null;var o=!1;if(t&&j._prevButtons)j._mouseRotating=!0;else{j._mouseRotating&&(I=!0),j._mouseRotating=!1;for(var s=0;s<n;++s){var l=O[s].query(e,V[1]-r-1,j.pickRadius);if(l){if(l.distance>b.distance)continue;for(var c=0;c<a;++c){var u=L[c];if(C[c]===s){var h=u.pick(l);h&&(b.buttons=t,b.screen=l.coord,b.distance=l.distance,b.object=u,b.index=h.distance,b.dataPosition=h.position,b.dataCoordinate=h.dataCoordinate,b.data=h,o=!0)}}}}}i&&i!==b.object&&(i.highlight&&i.highlight(null),z=!0),b.object&&(b.object.highlight&&b.object.highlight(b.data),z=!0),(o=o||b.object!==i)&&j.onselect&&j.onselect(b),1&t&&!(1&j._prevButtons)&&j.onclick&&j.onclick(b),j._prevButtons=t}})},e.addEventListener(\"webglcontextlost\",H);var G=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],Y=[G[0].slice(),G[1].slice()];function W(){if(!H()){U();var t=j.camera.tick();F.view=j.camera.matrix,z=z||t,I=I||t,A.pixelRatio=j.pixelRatio,E.pixelRatio=j.pixelRatio;var e=L.length,r=G[0],n=G[1];r[0]=r[1]=r[2]=1/0,n[0]=n[1]=n[2]=-1/0;for(var a=0;a<e;++a){var o=L[a];o.pixelRatio=j.pixelRatio,o.axes=j.axes,z=z||!!o.dirty,I=I||!!o.dirty;var s=o.bounds;if(s)for(var l=s[0],u=s[1],p=0;p<3;++p)r[p]=Math.min(r[p],l[p]),n[p]=Math.max(n[p],u[p])}var d=j.bounds;if(j.autoBounds)for(var p=0;p<3;++p){if(n[p]<r[p])r[p]=-1,n[p]=1;else{r[p]===n[p]&&(r[p]-=1,n[p]+=1);var g=.05*(n[p]-r[p]);r[p]=r[p]-g,n[p]=n[p]+g}d[0][p]=r[p],d[1][p]=n[p]}for(var m=!1,p=0;p<3;++p)m=m||Y[0][p]!==d[0][p]||Y[1][p]!==d[1][p],Y[0][p]=d[0][p],Y[1][p]=d[1][p];if(I=I||m,z=z||m){if(m){for(var x=[0,0,0],a=0;a<3;++a)x[a]=v((d[1][a]-d[0][a])/10);A.autoTicks?A.update({bounds:d,tickSpacing:x}):A.update({bounds:d})}var T=y.drawingBufferWidth,M=y.drawingBufferHeight;B[0]=T,B[1]=M,V[0]=0|Math.max(T/j.pixelRatio,1),V[1]=0|Math.max(M/j.pixelRatio,1),k?(f(D,-T/M,T/M,-1,1,j.zNear,j.zFar),F._ortho=!0):(h(D,j.fovy,T/M,j.zNear,j.zFar),F._ortho=!1);for(var a=0;a<16;++a)R[a]=0;R[15]=1;for(var S=0,a=0;a<3;++a)S=Math.max(S,d[1][a]-d[0][a]);for(var a=0;a<3;++a)j.autoScale?R[5*a]=j.aspect[a]/(d[1][a]-d[0][a]):R[5*a]=1/S,j.autoCenter&&(R[12+a]=.5*-R[5*a]*(d[0][a]+d[1][a]));for(var a=0;a<e;++a){var o=L[a];o.axesBounds=d,j.clipToBounds&&(o.clipBounds=d)}b.object&&(j.snapToData?E.position=b.dataCoordinate:E.position=b.dataPosition,E.bounds=d),I&&(I=!1,function(){if(H())return;y.colorMask(!0,!0,!0,!0),y.depthMask(!0),y.disable(y.BLEND),y.enable(y.DEPTH_TEST),y.depthFunc(y.LEQUAL);for(var t=L.length,e=O.length,r=0;r<e;++r){var n=O[r];n.shape=V,n.begin();for(var a=0;a<t;++a)if(C[a]===r){var i=L[a];i.drawPick&&(i.pixelRatio=1,i.drawPick(F))}n.end()}}()),j.axesPixels=i(j.axes,F,T,M),j.onrender&&j.onrender(),y.bindFramebuffer(y.FRAMEBUFFER,null),y.viewport(0,0,T,M);var P=j.clearColor;y.clearColor(P[0],P[1],P[2],P[3]),y.clear(y.COLOR_BUFFER_BIT|y.DEPTH_BUFFER_BIT),y.depthMask(!0),y.colorMask(!0,!0,!0,!0),y.enable(y.DEPTH_TEST),y.depthFunc(y.LEQUAL),y.disable(y.BLEND),y.disable(y.CULL_FACE);var N=!1;A.enable&&(N=N||A.isTransparent(),A.draw(F)),E.axes=A,b.object&&E.draw(F),y.disable(y.CULL_FACE);for(var a=0;a<e;++a){var o=L[a];o.axes=A,o.pixelRatio=j.pixelRatio,o.isOpaque&&o.isOpaque()&&o.draw(F),o.isTransparent&&o.isTransparent()&&(N=!0)}if(N){_.shape=B,_.bind(),y.clear(y.DEPTH_BUFFER_BIT),y.colorMask(!1,!1,!1,!1),y.depthMask(!0),y.depthFunc(y.LESS),A.enable&&A.isTransparent()&&A.drawTransparent(F);for(var a=0;a<e;++a){var o=L[a];o.isOpaque&&o.isOpaque()&&o.draw(F)}y.enable(y.BLEND),y.blendEquation(y.FUNC_ADD),y.blendFunc(y.ONE,y.ONE_MINUS_SRC_ALPHA),y.colorMask(!0,!0,!0,!0),y.depthMask(!1),y.clearColor(0,0,0,0),y.clear(y.COLOR_BUFFER_BIT),A.isTransparent()&&A.drawTransparent(F);for(var a=0;a<e;++a){var o=L[a];o.isTransparent&&o.isTransparent()&&o.drawTransparent(F)}y.bindFramebuffer(y.FRAMEBUFFER,null),y.blendFunc(y.ONE,y.ONE_MINUS_SRC_ALPHA),y.disable(y.DEPTH_TEST),w.bind(),_.color[0].bind(0),w.uniforms.accumBuffer=0,c(y),y.disable(y.BLEND)}z=!1;for(var a=0;a<e;++a)L[a].dirty=!1}}}return j.enableMouseListeners(),function t(){j._stopped||j.contextLost||(W(),requestAnimationFrame(t))}(),j.redraw=function(){j._stopped||(z=!0,W())},j},createCamera:n}},{\"./camera.js\":291,\"./lib/shader\":292,\"a-big-triangle\":62,\"gl-axes3d\":236,\"gl-axes3d/properties\":243,\"gl-fbo\":252,\"gl-mat4/ortho\":271,\"gl-mat4/perspective\":272,\"gl-select-static\":303,\"gl-spikes3d\":313,\"is-mobile\":422,\"mouse-change\":437}],294:[function(t,e,r){var n=t(\"glslify\");r.pointVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform float pointCloud;\\n\\nhighp float rand(vec2 co) {\\n  highp float a = 12.9898;\\n  highp float b = 78.233;\\n  highp float c = 43758.5453;\\n  highp float d = dot(co.xy, vec2(a, b));\\n  highp float e = mod(d, 3.14);\\n  return fract(sin(e) * c);\\n}\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n    // if we don't jitter the point size a bit, overall point cloud\\n    // saturation 'jumps' on zooming, which is disturbing and confusing\\n  gl_PointSize = pointSize * ((19.5 + rand(position)) / 20.0);\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    // get the same square surface as circle would be\\n    gl_PointSize *= 0.886;\\n  }\\n}\"]),r.pointFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color, borderColor;\\nuniform float centerFraction;\\nuniform float pointCloud;\\n\\nvoid main() {\\n  float radius;\\n  vec4 baseColor;\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    if(centerFraction == 1.0) {\\n      gl_FragColor = color;\\n    } else {\\n      gl_FragColor = mix(borderColor, color, centerFraction);\\n    }\\n  } else {\\n    radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n    if(radius > 1.0) {\\n      discard;\\n    }\\n    baseColor = mix(borderColor, color, step(radius, centerFraction));\\n    gl_FragColor = vec4(baseColor.rgb * baseColor.a, baseColor.a);\\n  }\\n}\\n\"]),r.pickVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform vec4 pickOffset;\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n  gl_PointSize = pointSize;\\n\\n  vec4 id = pickId + pickOffset;\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  fragId = id;\\n}\\n\"]),r.pickFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  float radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n  if(radius > 1.0) {\\n    discard;\\n  }\\n  gl_FragColor = fragId / 255.0;\\n}\\n\"])},{glslify:411}],295:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),a=t(\"gl-buffer\"),i=t(\"typedarray-pool\"),o=t(\"./lib/shader\");function s(t,e,r,n,a){this.plot=t,this.offsetBuffer=e,this.pickBuffer=r,this.shader=n,this.pickShader=a,this.sizeMin=.5,this.sizeMinCap=2,this.sizeMax=20,this.areaRatio=1,this.pointCount=0,this.color=[1,0,0,1],this.borderColor=[0,0,0,1],this.blend=!1,this.pickOffset=0,this.points=null}e.exports=function(t,e){var r=t.gl,i=a(r),l=a(r),c=n(r,o.pointVertex,o.pointFragment),u=n(r,o.pickVertex,o.pickFragment),h=new s(t,i,l,c,u);return h.update(e),t.addObject(h),h};var l,c,u=s.prototype;u.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.offsetBuffer.dispose(),this.pickBuffer.dispose(),this.plot.removeObject(this)},u.update=function(t){var e;function r(e,r){return e in t?t[e]:r}t=t||{},this.sizeMin=r(\"sizeMin\",.5),this.sizeMax=r(\"sizeMax\",20),this.color=r(\"color\",[1,0,0,1]).slice(),this.areaRatio=r(\"areaRatio\",1),this.borderColor=r(\"borderColor\",[0,0,0,1]).slice(),this.blend=r(\"blend\",!1);var n=t.positions.length>>>1,a=t.positions instanceof Float32Array,o=t.idToIndex instanceof Int32Array&&t.idToIndex.length>=n,s=t.positions,l=a?s:i.mallocFloat32(s.length),c=o?t.idToIndex:i.mallocInt32(n);if(a||l.set(s),!o)for(l.set(s),e=0;e<n;e++)c[e]=e;this.points=s,this.offsetBuffer.update(l),this.pickBuffer.update(c),a||i.free(l),o||i.free(c),this.pointCount=n,this.pickOffset=0},u.unifiedDraw=(l=[1,0,0,0,1,0,0,0,1],c=[0,0,0,0],function(t){var e=void 0!==t,r=e?this.pickShader:this.shader,n=this.plot.gl,a=this.plot.dataBox;if(0===this.pointCount)return t;var i=a[2]-a[0],o=a[3]-a[1],s=function(t,e){var r,n=0,a=t.length>>>1;for(r=0;r<a;r++){var i=t[2*r],o=t[2*r+1];i>=e[0]&&i<=e[2]&&o>=e[1]&&o<=e[3]&&n++}return n}(this.points,a),u=this.plot.pickPixelRatio*Math.max(Math.min(this.sizeMinCap,this.sizeMin),Math.min(this.sizeMax,this.sizeMax/Math.pow(s,.33333)));l[0]=2/i,l[4]=2/o,l[6]=-2*a[0]/i-1,l[7]=-2*a[1]/o-1,this.offsetBuffer.bind(),r.bind(),r.attributes.position.pointer(),r.uniforms.matrix=l,r.uniforms.color=this.color,r.uniforms.borderColor=this.borderColor,r.uniforms.pointCloud=u<5,r.uniforms.pointSize=u,r.uniforms.centerFraction=Math.min(1,Math.max(0,Math.sqrt(1-this.areaRatio))),e&&(c[0]=255&t,c[1]=t>>8&255,c[2]=t>>16&255,c[3]=t>>24&255,this.pickBuffer.bind(),r.attributes.pickId.pointer(n.UNSIGNED_BYTE),r.uniforms.pickOffset=c,this.pickOffset=t);var h=n.getParameter(n.BLEND),f=n.getParameter(n.DITHER);return h&&!this.blend&&n.disable(n.BLEND),f&&n.disable(n.DITHER),n.drawArrays(n.POINTS,0,this.pointCount),h&&!this.blend&&n.enable(n.BLEND),f&&n.enable(n.DITHER),t+this.pointCount}),u.draw=u.unifiedDraw,u.drawPick=u.unifiedDraw,u.pick=function(t,e,r){var n=this.pickOffset,a=this.pointCount;if(r<n||r>=n+a)return null;var i=r-n,o=this.points;return{object:this,pointId:i,dataCoord:[o[2*i],o[2*i+1]]}}},{\"./lib/shader\":294,\"gl-buffer\":244,\"gl-shader\":304,\"typedarray-pool\":544}],296:[function(t,e,r){e.exports=function(t,e,r,n){var a,i,o,s,l,c=e[0],u=e[1],h=e[2],f=e[3],p=r[0],d=r[1],g=r[2],v=r[3];(i=c*p+u*d+h*g+f*v)<0&&(i=-i,p=-p,d=-d,g=-g,v=-v);1-i>1e-6?(a=Math.acos(i),o=Math.sin(a),s=Math.sin((1-n)*a)/o,l=Math.sin(n*a)/o):(s=1-n,l=n);return t[0]=s*c+l*p,t[1]=s*u+l*d,t[2]=s*h+l*g,t[3]=s*f+l*v,t}},{}],297:[function(t,e,r){\"use strict\";e.exports=function(t){return t||0===t?t.toString():\"\"}},{}],298:[function(t,e,r){\"use strict\";var n=t(\"vectorize-text\");e.exports=function(t,e,r){var i=a[e];i||(i=a[e]={});if(t in i)return i[t];var o={textAlign:\"center\",textBaseline:\"middle\",lineHeight:1,font:e,lineSpacing:1.25,styletags:{breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},triangles:!0},s=n(t,o);o.triangles=!1;var l,c,u=n(t,o);if(r&&1!==r){for(l=0;l<s.positions.length;++l)for(c=0;c<s.positions[l].length;++c)s.positions[l][c]/=r;for(l=0;l<u.positions.length;++l)for(c=0;c<u.positions[l].length;++c)u.positions[l][c]/=r}var h=[[1/0,1/0],[-1/0,-1/0]],f=u.positions.length;for(l=0;l<f;++l){var p=u.positions[l];for(c=0;c<2;++c)h[0][c]=Math.min(h[0][c],p[c]),h[1][c]=Math.max(h[1][c],p[c])}return i[t]=[s,u,h]};var a={}},{\"vectorize-text\":549}],299:[function(t,e,r){var n=t(\"gl-shader\"),a=t(\"glslify\"),i=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform vec4 highlightId;\\nuniform float highlightScale;\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = 1.0;\\n    if(distance(highlightId, id) < 0.0001) {\\n      scale = highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1);\\n    vec4 viewPosition = view * worldPosition;\\n    viewPosition = viewPosition / viewPosition.w;\\n    vec4 clipPosition = projection * (viewPosition + scale * vec4(glyph.x, -glyph.y, 0, 0));\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),o=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float highlightScale, pixelRatio;\\nuniform vec4 highlightId;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = pixelRatio;\\n    if(distance(highlightId.bgr, id.bgr) < 0.001) {\\n      scale *= highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1.0);\\n    vec4 viewPosition = view * worldPosition;\\n    vec4 clipPosition = projection * viewPosition;\\n    clipPosition /= clipPosition.w;\\n\\n    gl_Position = clipPosition + vec4(screenSize * scale * vec2(glyph.x, -glyph.y), 0.0, 0.0);\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),s=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform float highlightScale;\\nuniform vec4 highlightId;\\nuniform vec3 axes[2];\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float scale, pixelRatio;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float lscale = pixelRatio * scale;\\n    if(distance(highlightId, id) < 0.0001) {\\n      lscale *= highlightScale;\\n    }\\n\\n    vec4 clipCenter   = projection * view * model * vec4(position, 1);\\n    vec3 dataPosition = position + 0.5*lscale*(axes[0] * glyph.x + axes[1] * glyph.y) * clipCenter.w * screenSize.y;\\n    vec4 clipPosition = projection * view * model * vec4(dataPosition, 1);\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = dataPosition;\\n  }\\n}\\n\"]),l=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float opacity;\\n\\nvarying vec4 interpColor;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (\\n    outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate) ||\\n    interpColor.a * opacity == 0.\\n  ) discard;\\n  gl_FragColor = interpColor * opacity;\\n}\\n\"]),c=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float pickGroup;\\n\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate)) discard;\\n\\n  gl_FragColor = vec4(pickGroup, pickId.bgr);\\n}\"]),u=[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"glyph\",type:\"vec2\"},{name:\"id\",type:\"vec4\"}],h={vertex:i,fragment:l,attributes:u},f={vertex:o,fragment:l,attributes:u},p={vertex:s,fragment:l,attributes:u},d={vertex:i,fragment:c,attributes:u},g={vertex:o,fragment:c,attributes:u},v={vertex:s,fragment:c,attributes:u};function m(t,e){var r=n(t,e),a=r.attributes;return a.position.location=0,a.color.location=1,a.glyph.location=2,a.id.location=3,r}r.createPerspective=function(t){return m(t,h)},r.createOrtho=function(t){return m(t,f)},r.createProject=function(t){return m(t,p)},r.createPickPerspective=function(t){return m(t,d)},r.createPickOrtho=function(t){return m(t,g)},r.createPickProject=function(t){return m(t,v)}},{\"gl-shader\":304,glslify:411}],300:[function(t,e,r){\"use strict\";var n=t(\"is-string-blank\"),a=t(\"gl-buffer\"),i=t(\"gl-vao\"),o=t(\"typedarray-pool\"),s=t(\"gl-mat4/multiply\"),l=t(\"./lib/shaders\"),c=t(\"./lib/glyphs\"),u=t(\"./lib/get-simple-string\"),h=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function f(t,e){var r=t[0],n=t[1],a=t[2],i=t[3];return t[0]=e[0]*r+e[4]*n+e[8]*a+e[12]*i,t[1]=e[1]*r+e[5]*n+e[9]*a+e[13]*i,t[2]=e[2]*r+e[6]*n+e[10]*a+e[14]*i,t[3]=e[3]*r+e[7]*n+e[11]*a+e[15]*i,t}function p(t,e,r,n){return f(n,n),f(n,n),f(n,n)}function d(t,e){this.index=t,this.dataCoordinate=this.position=e}function g(t){return!0===t?1:t>1?1:t}function v(t,e,r,n,a,i,o,s,l,c,u,h){this.gl=t,this.pixelRatio=1,this.shader=e,this.orthoShader=r,this.projectShader=n,this.pointBuffer=a,this.colorBuffer=i,this.glyphBuffer=o,this.idBuffer=s,this.vao=l,this.vertexCount=0,this.lineVertexCount=0,this.opacity=1,this.hasAlpha=!1,this.lineWidth=0,this.projectScale=[2/3,2/3,2/3],this.projectOpacity=[1,1,1],this.projectHasAlpha=!1,this.pickId=0,this.pickPerspectiveShader=c,this.pickOrthoShader=u,this.pickProjectShader=h,this.points=[],this._selectResult=new d(0,[0,0,0]),this.useOrtho=!0,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.axesProject=[!0,!0,!0],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.highlightId=[1,1,1,1],this.highlightScale=2,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.dirty=!0}e.exports=function(t){var e=t.gl,r=l.createPerspective(e),n=l.createOrtho(e),o=l.createProject(e),s=l.createPickPerspective(e),c=l.createPickOrtho(e),u=l.createPickProject(e),h=a(e),f=a(e),p=a(e),d=a(e),g=i(e,[{buffer:h,size:3,type:e.FLOAT},{buffer:f,size:4,type:e.FLOAT},{buffer:p,size:2,type:e.FLOAT},{buffer:d,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),m=new v(e,r,n,o,h,f,p,d,g,s,c,u);return m.update(t),m};var m=v.prototype;m.pickSlots=1,m.setPickBase=function(t){this.pickId=t},m.isTransparent=function(){if(this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&this.projectHasAlpha)return!0;return!1},m.isOpaque=function(){if(!this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&!this.projectHasAlpha)return!0;return!1};var y=[0,0],x=[0,0,0],b=[0,0,0],_=[0,0,0,1],w=[0,0,0,1],k=h.slice(),T=[0,0,0],M=[[0,0,0],[0,0,0]];function A(t){return t[0]=t[1]=t[2]=0,t}function S(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function E(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}function L(t,e,r,n){var a,i=e.axesProject,o=e.gl,l=t.uniforms,c=r.model||h,u=r.view||h,f=r.projection||h,d=e.axesBounds,g=function(t){for(var e=M,r=0;r<2;++r)for(var n=0;n<3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}(e.clipBounds);a=e.axes&&e.axes.lastCubeProps?e.axes.lastCubeProps.axis:[1,1,1],y[0]=2/o.drawingBufferWidth,y[1]=2/o.drawingBufferHeight,t.bind(),l.view=u,l.projection=f,l.screenSize=y,l.highlightId=e.highlightId,l.highlightScale=e.highlightScale,l.clipBounds=g,l.pickGroup=e.pickId/255,l.pixelRatio=n;for(var v=0;v<3;++v)if(i[v]){l.scale=e.projectScale[v],l.opacity=e.projectOpacity[v];for(var m=k,L=0;L<16;++L)m[L]=0;for(L=0;L<4;++L)m[5*L]=1;m[5*v]=0,a[v]<0?m[12+v]=d[0][v]:m[12+v]=d[1][v],s(m,c,m),l.model=m;var C=(v+1)%3,P=(v+2)%3,O=A(x),z=A(b);O[C]=1,z[P]=1;var I=p(0,0,0,S(_,O)),D=p(0,0,0,S(w,z));if(Math.abs(I[1])>Math.abs(D[1])){var R=I;I=D,D=R,R=O,O=z,z=R;var F=C;C=P,P=F}I[0]<0&&(O[C]=-1),D[1]>0&&(z[P]=-1);var B=0,N=0;for(L=0;L<4;++L)B+=Math.pow(c[4*C+L],2),N+=Math.pow(c[4*P+L],2);O[C]/=Math.sqrt(B),z[P]/=Math.sqrt(N),l.axes[0]=O,l.axes[1]=z,l.fragClipBounds[0]=E(T,g[0],v,-1e8),l.fragClipBounds[1]=E(T,g[1],v,1e8),e.vao.bind(),e.vao.draw(o.TRIANGLES,e.vertexCount),e.lineWidth>0&&(o.lineWidth(e.lineWidth*n),e.vao.draw(o.LINES,e.lineVertexCount,e.vertexCount)),e.vao.unbind()}}var C=[[-1e8,-1e8,-1e8],[1e8,1e8,1e8]];function P(t,e,r,n,a,i,o){var s=r.gl;if((i===r.projectHasAlpha||o)&&L(e,r,n,a),i===r.hasAlpha||o){t.bind();var l=t.uniforms;l.model=n.model||h,l.view=n.view||h,l.projection=n.projection||h,y[0]=2/s.drawingBufferWidth,y[1]=2/s.drawingBufferHeight,l.screenSize=y,l.highlightId=r.highlightId,l.highlightScale=r.highlightScale,l.fragClipBounds=C,l.clipBounds=r.axes.bounds,l.opacity=r.opacity,l.pickGroup=r.pickId/255,l.pixelRatio=a,r.vao.bind(),r.vao.draw(s.TRIANGLES,r.vertexCount),r.lineWidth>0&&(s.lineWidth(r.lineWidth*a),r.vao.draw(s.LINES,r.lineVertexCount,r.vertexCount)),r.vao.unbind()}}function O(t,e,r,a){var i;i=Array.isArray(t)?e<t.length?t[e]:void 0:t,i=u(i);var o=!0;n(i)&&(i=\"\\u25bc\",o=!1);var s=c(i,r,a);return{mesh:s[0],lines:s[1],bounds:s[2],visible:o}}m.draw=function(t){P(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!1,!1)},m.drawTransparent=function(t){P(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!0,!1)},m.drawPick=function(t){P(this.useOrtho?this.pickOrthoShader:this.pickPerspectiveShader,this.pickProjectShader,this,t,1,!0,!0)},m.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[2]+(t.value[1]<<8)+(t.value[0]<<16);if(e>=this.pointCount||e<0)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var a=0;a<3;++a)n.position[a]=n.dataCoordinate[a]=r[a];return n},m.highlight=function(t){if(t){var e=t.index,r=255&e,n=e>>8&255,a=e>>16&255;this.highlightId=[r/255,n/255,a/255,0]}else this.highlightId=[1,1,1,1]},m.update=function(t){if(\"perspective\"in(t=t||{})&&(this.useOrtho=!t.perspective),\"orthographic\"in t&&(this.useOrtho=!!t.orthographic),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"project\"in t)if(Array.isArray(t.project))this.axesProject=t.project;else{var e=!!t.project;this.axesProject=[e,e,e]}if(\"projectScale\"in t)if(Array.isArray(t.projectScale))this.projectScale=t.projectScale.slice();else{var r=+t.projectScale;this.projectScale=[r,r,r]}if(this.projectHasAlpha=!1,\"projectOpacity\"in t){if(Array.isArray(t.projectOpacity))this.projectOpacity=t.projectOpacity.slice();else{r=+t.projectOpacity;this.projectOpacity=[r,r,r]}for(var n=0;n<3;++n)this.projectOpacity[n]=g(this.projectOpacity[n]),this.projectOpacity[n]<1&&(this.projectHasAlpha=!0)}this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=g(t.opacity),this.opacity<1&&(this.hasAlpha=!0)),this.dirty=!0;var a,i,s=t.position,l=t.font||\"normal\",c=t.alignment||[0,0];if(2===c.length)a=c[0],i=c[1];else{a=[],i=[];for(n=0;n<c.length;++n)a[n]=c[n][0],i[n]=c[n][1]}var u=[1/0,1/0,1/0],h=[-1/0,-1/0,-1/0],f=t.glyph,p=t.color,d=t.size,v=t.angle,m=t.lineColor,y=-1,x=0,b=0,_=0;if(s.length){_=s.length;t:for(n=0;n<_;++n){for(var w=s[n],k=0;k<3;++k)if(isNaN(w[k])||!isFinite(w[k]))continue t;var T=(N=O(f,n,l,this.pixelRatio)).mesh,M=N.lines,A=N.bounds;x+=3*T.cells.length,b+=2*M.edges.length}}var S=x+b,E=o.mallocFloat(3*S),L=o.mallocFloat(4*S),C=o.mallocFloat(2*S),P=o.mallocUint32(S);if(S>0){var z=0,I=x,D=[0,0,0,1],R=[0,0,0,1],F=Array.isArray(p)&&Array.isArray(p[0]),B=Array.isArray(m)&&Array.isArray(m[0]);t:for(n=0;n<_;++n){y+=1;for(w=s[n],k=0;k<3;++k){if(isNaN(w[k])||!isFinite(w[k]))continue t;h[k]=Math.max(h[k],w[k]),u[k]=Math.min(u[k],w[k])}T=(N=O(f,n,l,this.pixelRatio)).mesh,M=N.lines,A=N.bounds;var N,j=N.visible;if(j)if(Array.isArray(p)){if(3===(V=F?n<p.length?p[n]:[0,0,0,0]:p).length){for(k=0;k<3;++k)D[k]=V[k];D[3]=1}else if(4===V.length){for(k=0;k<4;++k)D[k]=V[k];!this.hasAlpha&&V[3]<1&&(this.hasAlpha=!0)}}else D[0]=D[1]=D[2]=0,D[3]=1;else D=[1,1,1,0];if(j)if(Array.isArray(m)){var V;if(3===(V=B?n<m.length?m[n]:[0,0,0,0]:m).length){for(k=0;k<3;++k)R[k]=V[k];R[k]=1}else if(4===V.length){for(k=0;k<4;++k)R[k]=V[k];!this.hasAlpha&&V[3]<1&&(this.hasAlpha=!0)}}else R[0]=R[1]=R[2]=0,R[3]=1;else R=[1,1,1,0];var U=.5;j?Array.isArray(d)?U=n<d.length?+d[n]:12:d?U=+d:this.useOrtho&&(U=12):U=0;var q=0;Array.isArray(v)?q=n<v.length?+v[n]:0:v&&(q=+v);var H=Math.cos(q),G=Math.sin(q);for(w=s[n],k=0;k<3;++k)h[k]=Math.max(h[k],w[k]),u[k]=Math.min(u[k],w[k]);var Y=a,W=i;Y=0;Array.isArray(a)?Y=n<a.length?a[n]:0:a&&(Y=a);W=0;Array.isArray(i)?W=n<i.length?i[n]:0:i&&(W=i);var X=[Y*=Y>0?1-A[0][0]:Y<0?1+A[1][0]:1,W*=W>0?1-A[0][1]:W<0?1+A[1][1]:1],Z=T.cells||[],J=T.positions||[];for(k=0;k<Z.length;++k)for(var K=Z[k],Q=0;Q<3;++Q){for(var $=0;$<3;++$)E[3*z+$]=w[$];for($=0;$<4;++$)L[4*z+$]=D[$];P[z]=y;var tt=J[K[Q]];C[2*z]=U*(H*tt[0]-G*tt[1]+X[0]),C[2*z+1]=U*(G*tt[0]+H*tt[1]+X[1]),z+=1}for(Z=M.edges,J=M.positions,k=0;k<Z.length;++k)for(K=Z[k],Q=0;Q<2;++Q){for($=0;$<3;++$)E[3*I+$]=w[$];for($=0;$<4;++$)L[4*I+$]=R[$];P[I]=y;tt=J[K[Q]];C[2*I]=U*(H*tt[0]-G*tt[1]+X[0]),C[2*I+1]=U*(G*tt[0]+H*tt[1]+X[1]),I+=1}}}this.bounds=[u,h],this.points=s,this.pointCount=s.length,this.vertexCount=x,this.lineVertexCount=b,this.pointBuffer.update(E),this.colorBuffer.update(L),this.glyphBuffer.update(C),this.idBuffer.update(P),o.free(E),o.free(L),o.free(C),o.free(P)},m.dispose=function(){this.shader.dispose(),this.orthoShader.dispose(),this.pickPerspectiveShader.dispose(),this.pickOrthoShader.dispose(),this.vao.dispose(),this.pointBuffer.dispose(),this.colorBuffer.dispose(),this.glyphBuffer.dispose(),this.idBuffer.dispose()}},{\"./lib/get-simple-string\":297,\"./lib/glyphs\":298,\"./lib/shaders\":299,\"gl-buffer\":244,\"gl-mat4/multiply\":270,\"gl-vao\":329,\"is-string-blank\":425,\"typedarray-pool\":544}],301:[function(t,e,r){\"use strict\";var n=t(\"glslify\");r.boxVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 vertex;\\n\\nuniform vec2 cornerA, cornerB;\\n\\nvoid main() {\\n  gl_Position = vec4(mix(cornerA, cornerB, vertex), 0, 1);\\n}\\n\"]),r.boxFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\n\\nvoid main() {\\n  gl_FragColor = color;\\n}\\n\"])},{glslify:411}],302:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),a=t(\"gl-buffer\"),i=t(\"./lib/shaders\");function o(t,e,r){this.plot=t,this.boxBuffer=e,this.boxShader=r,this.enabled=!0,this.selectBox=[1/0,1/0,-1/0,-1/0],this.borderColor=[0,0,0,1],this.innerFill=!1,this.innerColor=[0,0,0,.25],this.outerFill=!0,this.outerColor=[0,0,0,.5],this.borderWidth=10}e.exports=function(t,e){var r=t.gl,s=a(r,[0,0,0,1,1,0,1,1]),l=n(r,i.boxVertex,i.boxFragment),c=new o(t,s,l);return c.update(e),t.addOverlay(c),c};var s=o.prototype;s.draw=function(){if(this.enabled){var t=this.plot,e=this.selectBox,r=this.borderWidth,n=(this.innerFill,this.innerColor),a=(this.outerFill,this.outerColor),i=this.borderColor,o=t.box,s=t.screenBox,l=t.dataBox,c=t.viewBox,u=t.pixelRatio,h=(e[0]-l[0])*(c[2]-c[0])/(l[2]-l[0])+c[0],f=(e[1]-l[1])*(c[3]-c[1])/(l[3]-l[1])+c[1],p=(e[2]-l[0])*(c[2]-c[0])/(l[2]-l[0])+c[0],d=(e[3]-l[1])*(c[3]-c[1])/(l[3]-l[1])+c[1];if(h=Math.max(h,c[0]),f=Math.max(f,c[1]),p=Math.min(p,c[2]),d=Math.min(d,c[3]),!(p<h||d<f)){o.bind();var g=s[2]-s[0],v=s[3]-s[1];if(this.outerFill&&(o.drawBox(0,0,g,f,a),o.drawBox(0,f,h,d,a),o.drawBox(0,d,g,v,a),o.drawBox(p,f,g,d,a)),this.innerFill&&o.drawBox(h,f,p,d,n),r>0){var m=r*u;o.drawBox(h-m,f-m,p+m,f+m,i),o.drawBox(h-m,d-m,p+m,d+m,i),o.drawBox(h-m,f-m,h+m,d+m,i),o.drawBox(p-m,f-m,p+m,d+m,i)}}}},s.update=function(t){t=t||{},this.innerFill=!!t.innerFill,this.outerFill=!!t.outerFill,this.innerColor=(t.innerColor||[0,0,0,.5]).slice(),this.outerColor=(t.outerColor||[0,0,0,.5]).slice(),this.borderColor=(t.borderColor||[0,0,0,1]).slice(),this.borderWidth=t.borderWidth||0,this.selectBox=(t.selectBox||this.selectBox).slice()},s.dispose=function(){this.boxBuffer.dispose(),this.boxShader.dispose(),this.plot.removeOverlay(this)}},{\"./lib/shaders\":301,\"gl-buffer\":244,\"gl-shader\":304}],303:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=n(t,e),i=a.mallocUint8(e[0]*e[1]*4);return new c(t,r,i)};var n=t(\"gl-fbo\"),a=t(\"typedarray-pool\"),i=t(\"ndarray\"),o=t(\"bit-twiddle\").nextPow2,s=t(\"cwise/lib/wrapper\")({args:[\"array\",{offset:[0,0,1],array:0},{offset:[0,0,2],array:0},{offset:[0,0,3],array:0},\"scalar\",\"scalar\",\"index\"],pre:{body:\"{this_closestD2=1e8,this_closestX=-1,this_closestY=-1}\",args:[],thisVars:[\"this_closestD2\",\"this_closestX\",\"this_closestY\"],localVars:[]},body:{body:\"{if(_inline_16_arg0_<255||_inline_16_arg1_<255||_inline_16_arg2_<255||_inline_16_arg3_<255){var _inline_16_l=_inline_16_arg4_-_inline_16_arg6_[0],_inline_16_a=_inline_16_arg5_-_inline_16_arg6_[1],_inline_16_f=_inline_16_l*_inline_16_l+_inline_16_a*_inline_16_a;_inline_16_f<this_closestD2&&(this_closestD2=_inline_16_f,this_closestX=_inline_16_arg6_[0],this_closestY=_inline_16_arg6_[1])}}\",args:[{name:\"_inline_16_arg0_\",lvalue:!1,rvalue:!0,count:1},{name:\"_inline_16_arg1_\",lvalue:!1,rvalue:!0,count:1},{name:\"_inline_16_arg2_\",lvalue:!1,rvalue:!0,count:1},{name:\"_inline_16_arg3_\",lvalue:!1,rvalue:!0,count:1},{name:\"_inline_16_arg4_\",lvalue:!1,rvalue:!0,count:1},{name:\"_inline_16_arg5_\",lvalue:!1,rvalue:!0,count:1},{name:\"_inline_16_arg6_\",lvalue:!1,rvalue:!0,count:4}],thisVars:[\"this_closestD2\",\"this_closestX\",\"this_closestY\"],localVars:[\"_inline_16_a\",\"_inline_16_f\",\"_inline_16_l\"]},post:{body:\"{return[this_closestX,this_closestY,this_closestD2]}\",args:[],thisVars:[\"this_closestD2\",\"this_closestX\",\"this_closestY\"],localVars:[]},debug:!1,funcName:\"cwise\",blockSize:64});function l(t,e,r,n,a){this.coord=[t,e],this.id=r,this.value=n,this.distance=a}function c(t,e,r){this.gl=t,this.fbo=e,this.buffer=r,this._readTimeout=null;var n=this;this._readCallback=function(){n.gl&&(e.bind(),t.readPixels(0,0,e.shape[0],e.shape[1],t.RGBA,t.UNSIGNED_BYTE,n.buffer),n._readTimeout=null)}}var u=c.prototype;Object.defineProperty(u,\"shape\",{get:function(){return this.gl?this.fbo.shape.slice():[0,0]},set:function(t){if(this.gl){this.fbo.shape=t;var e=this.fbo.shape[0],r=this.fbo.shape[1];if(r*e*4>this.buffer.length){a.free(this.buffer);for(var n=this.buffer=a.mallocUint8(o(r*e*4)),i=0;i<r*e*4;++i)n[i]=255}return t}}}),u.begin=function(){var t=this.gl;this.shape;t&&(this.fbo.bind(),t.clearColor(1,1,1,1),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT))},u.end=function(){var t=this.gl;t&&(t.bindFramebuffer(t.FRAMEBUFFER,null),this._readTimeout||clearTimeout(this._readTimeout),this._readTimeout=setTimeout(this._readCallback,1))},u.query=function(t,e,r){if(!this.gl)return null;var n=this.fbo.shape.slice();t|=0,e|=0,\"number\"!=typeof r&&(r=1);var a=0|Math.min(Math.max(t-r,0),n[0]),o=0|Math.min(Math.max(t+r,0),n[0]),c=0|Math.min(Math.max(e-r,0),n[1]),u=0|Math.min(Math.max(e+r,0),n[1]);if(o<=a||u<=c)return null;var h=[o-a,u-c],f=i(this.buffer,[h[0],h[1],4],[4,4*n[0],1],4*(a+n[0]*c)),p=s(f.hi(h[0],h[1],1),r,r),d=p[0],g=p[1];return d<0||Math.pow(this.radius,2)<p[2]?null:new l(d+a|0,g+c|0,f.get(d,g,0),[f.get(d,g,1),f.get(d,g,2),f.get(d,g,3)],Math.sqrt(p[2]))},u.dispose=function(){this.gl&&(this.fbo.dispose(),a.free(this.buffer),this.gl=null,this._readTimeout&&clearTimeout(this._readTimeout))}},{\"bit-twiddle\":94,\"cwise/lib/wrapper\":151,\"gl-fbo\":252,ndarray:452,\"typedarray-pool\":544}],304:[function(t,e,r){\"use strict\";var n=t(\"./lib/create-uniforms\"),a=t(\"./lib/create-attributes\"),i=t(\"./lib/reflect\"),o=t(\"./lib/shader-cache\"),s=t(\"./lib/runtime-reflect\"),l=t(\"./lib/GLError\");function c(t){this.gl=t,this.gl.lastAttribCount=0,this._vref=this._fref=this._relink=this.vertShader=this.fragShader=this.program=this.attributes=this.uniforms=this.types=null}var u=c.prototype;function h(t,e){return t.name<e.name?-1:1}u.bind=function(){var t;this.program||this._relink();var e=this.gl.getProgramParameter(this.program,this.gl.ACTIVE_ATTRIBUTES),r=this.gl.lastAttribCount;if(e>r)for(t=r;t<e;t++)this.gl.enableVertexAttribArray(t);else if(r>e)for(t=e;t<r;t++)this.gl.disableVertexAttribArray(t);this.gl.lastAttribCount=e,this.gl.useProgram(this.program)},u.dispose=function(){for(var t=this.gl.lastAttribCount,e=0;e<t;e++)this.gl.disableVertexAttribArray(e);this.gl.lastAttribCount=0,this._fref&&this._fref.dispose(),this._vref&&this._vref.dispose(),this.attributes=this.types=this.vertShader=this.fragShader=this.program=this._relink=this._fref=this._vref=null},u.update=function(t,e,r,c){if(!e||1===arguments.length){var u=t;t=u.vertex,e=u.fragment,r=u.uniforms,c=u.attributes}var 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i=0;i<r.length;++i){var o=r[i];a[t[o]]=n[o]}}return a[e]}},{}],310:[function(t,e,r){\"use strict\";r.shader=function(t,e,r){return u(t).getShaderReference(e,r)},r.program=function(t,e,r,n,a){return u(t).getProgram(e,r,n,a)};var n=t(\"./GLError\"),a=t(\"gl-format-compiler-error\"),i=new(\"undefined\"==typeof WeakMap?t(\"weakmap-shim\"):WeakMap),o=0;function s(t,e,r,n,a,i,o){this.id=t,this.src=e,this.type=r,this.shader=n,this.count=i,this.programs=[],this.cache=o}function l(t){this.gl=t,this.shaders=[{},{}],this.programs={}}s.prototype.dispose=function(){if(0==--this.count){for(var t=this.cache,e=t.gl,r=this.programs,n=0,a=r.length;n<a;++n){var i=t.programs[r[n]];i&&(delete t.programs[n],e.deleteProgram(i))}e.deleteShader(this.shader),delete t.shaders[this.type===e.FRAGMENT_SHADER|0][this.src]}};var c=l.prototype;function u(t){var e=i.get(t);return e||(e=new l(t),i.set(t,e)),e}c.getShaderReference=function(t,e){var 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s=[t,e,n,0,0,0,1];s[a+3]=1,s[a]=i,r.push.apply(r,s),s[6]=-1,r.push.apply(r,s),s[a]=o,r.push.apply(r,s),r.push.apply(r,s),s[6]=1,r.push.apply(r,s),s[a]=i,r.push.apply(r,s)}o(0,0,0,0,0,1),o(0,0,0,1,0,1),o(0,0,0,2,0,1),o(1,0,0,1,-1,1),o(1,0,0,2,-1,1),o(0,1,0,0,-1,1),o(0,1,0,2,-1,1),o(0,0,1,0,-1,1),o(0,0,1,1,-1,1);var l=n(t,r),c=a(t,[{type:t.FLOAT,buffer:l,size:3,offset:0,stride:28},{type:t.FLOAT,buffer:l,size:3,offset:12,stride:28},{type:t.FLOAT,buffer:l,size:1,offset:24,stride:28}]),u=i(t);u.attributes.position.location=0,u.attributes.color.location=1,u.attributes.weight.location=2;var h=new s(t,l,c,u);return h.update(e),h};var o=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function s(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n,this.pixelRatio=1,this.bounds=[[-1e3,-1e3,-1e3],[1e3,1e3,1e3]],this.position=[0,0,0],this.lineWidth=[2,2,2],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.enabled=[!0,!0,!0],this.drawSides=[!0,!0,!0],this.axes=null}var l=s.prototype,c=[0,0,0],u=[0,0,0],h=[0,0];l.isTransparent=function(){return!1},l.drawTransparent=function(t){},l.draw=function(t){var e=this.gl,r=this.vao,n=this.shader;r.bind(),n.bind();var a,i=t.model||o,s=t.view||o,l=t.projection||o;this.axes&&(a=this.axes.lastCubeProps.axis);for(var f=c,p=u,d=0;d<3;++d)a&&a[d]<0?(f[d]=this.bounds[0][d],p[d]=this.bounds[1][d]):(f[d]=this.bounds[1][d],p[d]=this.bounds[0][d]);h[0]=e.drawingBufferWidth,h[1]=e.drawingBufferHeight,n.uniforms.model=i,n.uniforms.view=s,n.uniforms.projection=l,n.uniforms.coordinates=[this.position,f,p],n.uniforms.colors=this.colors,n.uniforms.screenShape=h;for(d=0;d<3;++d)n.uniforms.lineWidth=this.lineWidth[d]*this.pixelRatio,this.enabled[d]&&(r.draw(e.TRIANGLES,6,6*d),this.drawSides[d]&&r.draw(e.TRIANGLES,12,18+12*d));r.unbind()},l.update=function(t){t&&(\"bounds\"in t&&(this.bounds=t.bounds),\"position\"in t&&(this.position=t.position),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"colors\"in t&&(this.colors=t.colors),\"enabled\"in t&&(this.enabled=t.enabled),\"drawSides\"in t&&(this.drawSides=t.drawSides))},l.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders/index\":312,\"gl-buffer\":244,\"gl-vao\":329}],314:[function(t,e,r){var n=t(\"glslify\"),a=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, tubeScale;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * tubePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(tubePosition, 1.0);\\n  vec4 t_position  = view * tubePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = tubePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),i=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float tubeScale;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  gl_Position = projection * view * tubePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);r.meshShader={vertex:a,fragment:i,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec4\"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec4\"}]}},{glslify:411}],315:[function(t,e,r){\"use strict\";var n=t(\"gl-vec3\"),a=t(\"gl-vec4\"),i=[\"xyz\",\"xzy\",\"yxz\",\"yzx\",\"zxy\",\"zyx\"],o=function(t,e,r,i){for(var o=0,s=0;s<t.length;s++)for(var l=t[s].velocities,c=0;c<l.length;c++)o=Math.max(o,n.length(l[c]));var u=t.map(function(t){return function(t,e,r,i){for(var o=t.points,s=t.velocities,l=t.divergences,c=[],u=[],h=[],f=[],p=[],d=[],g=0,v=0,m=a.create(),y=a.create(),x=0;x<o.length;x++){var b=o[x],_=s[x],w=l[x];0===e&&(w=.05*r),v=n.length(_)/i,m=a.create(),n.copy(m,_),m[3]=w;for(var k=0;k<8;k++)p[k]=[b[0],b[1],b[2],k];if(f.length>0)for(k=0;k<8;k++){var T=(k+1)%8;c.push(f[k],p[k],p[T],p[T],f[T],f[k]),h.push(y,m,m,m,y,y),d.push(g,v,v,v,g,g);var M=c.length;u.push([M-6,M-5,M-4],[M-3,M-2,M-1])}var A=f;f=p,p=A;var S=y;y=m,m=S;var E=g;g=v,v=E}return{positions:c,cells:u,vectors:h,vertexIntensity:d}}(t,r,i,o)}),h=[],f=[],p=[],d=[];for(s=0;s<u.length;s++){var g=u[s],v=h.length;h=h.concat(g.positions),p=p.concat(g.vectors),d=d.concat(g.vertexIntensity);for(c=0;c<g.cells.length;c++){var m=g.cells[c],y=[];f.push(y);for(var x=0;x<m.length;x++)y.push(m[x]+v)}}return{positions:h,cells:f,vectors:p,vertexIntensity:d,colormap:e}},s=function(t,e){var r,n=t.length;for(r=0;r<n;r++){var a=t[r];if(a===e)return r;if(a>e)return r-1}return r},l=function(t,e,r){return t<e?e:t>r?r:t},c=function(t){var e=1/0;t.sort(function(t,e){return t-e});for(var r=t.length,n=1;n<r;n++){var a=Math.abs(t[n]-t[n-1]);a<e&&(e=a)}return e};e.exports=function(t,e){var r=t.startingPositions,a=t.maxLength||1e3,u=t.tubeSize||1,h=t.absoluteTubeSize,f=t.gridFill||\"+x+y+z\",p={};-1!==f.indexOf(\"-x\")&&(p.reversedX=!0),-1!==f.indexOf(\"-y\")&&(p.reversedY=!0),-1!==f.indexOf(\"-z\")&&(p.reversedZ=!0),p.filled=i.indexOf(f.replace(/-/g,\"\").replace(/\\+/g,\"\"));var d=t.getVelocity||function(e){return function(t,e,r){var a=e.vectors,i=e.meshgrid,o=t[0],c=t[1],u=t[2],h=i[0].length,f=i[1].length,p=i[2].length,d=s(i[0],o),g=s(i[1],c),v=s(i[2],u),m=d+1,y=g+1,x=v+1;if(d=l(d,0,h-1),m=l(m,0,h-1),g=l(g,0,f-1),y=l(y,0,f-1),v=l(v,0,p-1),x=l(x,0,p-1),d<0||g<0||v<0||m>h-1||y>f-1||x>p-1)return n.create();var b,_,w,k,T,M,A=i[0][d],S=i[0][m],E=i[1][g],L=i[1][y],C=i[2][v],P=(o-A)/(S-A),O=(c-E)/(L-E),z=(u-C)/(i[2][x]-C);switch(isFinite(P)||(P=.5),isFinite(O)||(O=.5),isFinite(z)||(z=.5),r.reversedX&&(d=h-1-d,m=h-1-m),r.reversedY&&(g=f-1-g,y=f-1-y),r.reversedZ&&(v=p-1-v,x=p-1-x),r.filled){case 5:T=v,M=x,w=g*p,k=y*p,b=d*p*f,_=m*p*f;break;case 4:T=v,M=x,b=d*p,_=m*p,w=g*p*h,k=y*p*h;break;case 3:w=g,k=y,T=v*f,M=x*f,b=d*f*p,_=m*f*p;break;case 2:w=g,k=y,b=d*f,_=m*f,T=v*f*h,M=x*f*h;break;case 1:b=d,_=m,T=v*h,M=x*h,w=g*h*p,k=y*h*p;break;default:b=d,_=m,w=g*h,k=y*h,T=v*h*f,M=x*h*f}var I=a[b+w+T],D=a[b+w+M],R=a[b+k+T],F=a[b+k+M],B=a[_+w+T],N=a[_+w+M],j=a[_+k+T],V=a[_+k+M],U=n.create(),q=n.create(),H=n.create(),G=n.create();n.lerp(U,I,B,P),n.lerp(q,D,N,P),n.lerp(H,R,j,P),n.lerp(G,F,V,P);var Y=n.create(),W=n.create();n.lerp(Y,U,H,O),n.lerp(W,q,G,O);var X=n.create();return n.lerp(X,Y,W,z),X}(e,t,p)},g=t.getDivergence||function(t,e){var r=n.create(),a=1e-4;n.add(r,t,[a,0,0]);var i=d(r);n.subtract(i,i,e),n.scale(i,i,1e4),n.add(r,t,[0,a,0]);var o=d(r);n.subtract(o,o,e),n.scale(o,o,1e4),n.add(r,t,[0,0,a]);var s=d(r);return n.subtract(s,s,e),n.scale(s,s,1e4),n.add(r,i,o),n.add(r,r,s),r},v=[],m=e[0][0],y=e[0][1],x=e[0][2],b=e[1][0],_=e[1][1],w=e[1][2],k=function(t){var e=t[0],r=t[1],n=t[2];return!(e<m||e>b||r<y||r>_||n<x||n>w)},T=10*n.distance(e[0],e[1])/a,M=T*T,A=1,S=0,E=r.length;E>1&&(A=function(t){for(var e=[],r=[],n=[],a={},i={},o={},s=t.length,l=0;l<s;l++){var u=t[l],h=u[0],f=u[1],p=u[2];a[h]||(e.push(h),a[h]=!0),i[f]||(r.push(f),i[f]=!0),o[p]||(n.push(p),o[p]=!0)}var d=c(e),g=c(r),v=c(n),m=Math.min(d,g,v);return isFinite(m)?m:1}(r));for(var L=0;L<E;L++){var C=n.create();n.copy(C,r[L]);var P=[C],O=[],z=d(C),I=C;O.push(z);var D=[],R=g(C,z),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F),v.push({points:P,velocities:O,divergences:D});for(var B=0;B<100*a&&P.length<a&&k(C);){B++;var N=n.clone(z),j=n.squaredLength(N);if(0===j)break;if(j>M&&n.scale(N,N,T/Math.sqrt(j)),n.add(N,N,C),z=d(N),n.squaredDistance(I,N)-M>-1e-4*M){P.push(N),I=N,O.push(z);R=g(N,z),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F)}C=N}}var V=o(v,t.colormap,S,A);return h?V.tubeScale=h:(0===S&&(S=1),V.tubeScale=.5*u*A/S),V};var u=t(\"./lib/shaders\"),h=t(\"gl-cone3d\").createMesh;e.exports.createTubeMesh=function(t,e){return h(t,e,{shaders:u,traceType:\"streamtube\"})}},{\"./lib/shaders\":314,\"gl-cone3d\":245,\"gl-vec3\":348,\"gl-vec4\":384}],316:[function(t,e,r){var n=t(\"gl-shader\"),a=t(\"glslify\"),i=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute vec3 f;\\nattribute vec3 normal;\\n\\nuniform vec3 objectOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 lightPosition, eyePosition;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 localCoordinate = vec3(uv.zw, f.x);\\n  worldCoordinate = objectOffset + localCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n  vec4 clipPosition = projection * view * worldPosition;\\n  gl_Position = clipPosition;\\n  kill = f.y;\\n  value = f.z;\\n  planeCoordinate = uv.xy;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * worldPosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  lightDirection = lightPosition - cameraCoordinate.xyz;\\n  eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  surfaceNormal  = normalize((vec4(normal,0) * inverseModel).xyz);\\n}\\n\"]),o=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat beckmannSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness) {\\n  return beckmannDistribution(dot(surfaceNormal, normalize(lightDirection + viewDirection)), roughness);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 lowerBound, upperBound;\\nuniform float contourTint;\\nuniform vec4 contourColor;\\nuniform sampler2D colormap;\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform float vertexColor;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  if ((kill > 0.0) ||\\n      (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) discard;\\n\\n  vec3 N = normalize(surfaceNormal);\\n  vec3 V = normalize(eyeDirection);\\n  vec3 L = normalize(lightDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = max(beckmannSpecular(L, V, N, roughness), 0.);\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  //decide how to interpolate color \\u2014 in vertex or in fragment\\n  vec4 surfaceColor =\\n    step(vertexColor, .5) * texture2D(colormap, vec2(value, value)) +\\n    step(.5, vertexColor) * vColor;\\n\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = mix(litColor, contourColor, contourTint) * opacity;\\n}\\n\"]),s=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute float f;\\n\\nuniform vec3 objectOffset;\\nuniform mat3 permutation;\\nuniform mat4 model, view, projection;\\nuniform float height, zOffset;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 dataCoordinate = permutation * vec3(uv.xy, height);\\n  worldCoordinate = objectOffset + dataCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n\\n  vec4 clipPosition = projection * view * worldPosition;\\n  clipPosition.z += zOffset;\\n\\n  gl_Position = clipPosition;\\n  value = f + objectOffset.z;\\n  kill = -1.0;\\n  planeCoordinate = uv.zw;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Don't do lighting for contours\\n  surfaceNormal   = vec3(1,0,0);\\n  eyeDirection    = vec3(0,1,0);\\n  lightDirection  = vec3(0,0,1);\\n}\\n\"]),l=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec2 shape;\\nuniform vec3 clipBounds[2];\\nuniform float pickId;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 surfaceNormal;\\n\\nvec2 splitFloat(float v) {\\n  float vh = 255.0 * v;\\n  float upper = floor(vh);\\n  float lower = fract(vh);\\n  return vec2(upper / 255.0, floor(lower * 16.0) / 16.0);\\n}\\n\\nvoid main() {\\n  if ((kill > 0.0) ||\\n      (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) discard;\\n\\n  vec2 ux = splitFloat(planeCoordinate.x / shape.x);\\n  vec2 uy = splitFloat(planeCoordinate.y / shape.y);\\n  gl_FragColor = vec4(pickId, ux.x, uy.x, ux.y + (uy.y/16.0));\\n}\\n\"]);r.createShader=function(t){var e=n(t,i,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createPickShader=function(t){var e=n(t,i,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createContourShader=function(t){var e=n(t,s,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},r.createPickContourShader=function(t){var e=n(t,s,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},{\"gl-shader\":304,glslify:411}],317:[function(t,e,r){arguments[4][113][0].apply(r,arguments)},{dup:113}],318:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=y(e),n=b(e),s=x(e),l=_(e),c=a(e),u=i(e,[{buffer:c,size:4,stride:w,offset:0},{buffer:c,size:3,stride:w,offset:16},{buffer:c,size:3,stride:w,offset:28}]),h=a(e),f=i(e,[{buffer:h,size:4,stride:20,offset:0},{buffer:h,size:1,stride:20,offset:16}]),p=a(e),d=i(e,[{buffer:p,size:2,type:e.FLOAT}]),g=o(e,1,S,e.RGBA,e.UNSIGNED_BYTE);g.minFilter=e.LINEAR,g.magFilter=e.LINEAR;var v=new E(e,[0,0],[[0,0,0],[0,0,0]],r,n,c,u,g,s,l,h,f,p,d,[0,0,0]),m={levels:[[],[],[]]};for(var k in t)m[k]=t[k];return m.colormap=m.colormap||\"jet\",v.update(m),v};var n=t(\"bit-twiddle\"),a=t(\"gl-buffer\"),i=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"typedarray-pool\"),l=t(\"colormap\"),c=t(\"ndarray-ops\"),u=t(\"ndarray-pack\"),h=t(\"ndarray\"),f=t(\"surface-nets\"),p=t(\"gl-mat4/multiply\"),d=t(\"gl-mat4/invert\"),g=t(\"binary-search-bounds\"),v=t(\"ndarray-gradient\"),m=t(\"./lib/shaders\"),y=m.createShader,x=m.createContourShader,b=m.createPickShader,_=m.createPickContourShader,w=40,k=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],T=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],M=[[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0]];function A(t,e,r,n,a){this.position=t,this.index=e,this.uv=r,this.level=n,this.dataCoordinate=a}!function(){for(var t=0;t<3;++t){var e=M[t],r=(t+2)%3;e[(t+1)%3+0]=1,e[r+3]=1,e[t+6]=1}}();var S=256;function E(t,e,r,n,a,i,o,l,c,u,f,p,d,g,v){this.gl=t,this.shape=e,this.bounds=r,this.objectOffset=v,this.intensityBounds=[],this._shader=n,this._pickShader=a,this._coordinateBuffer=i,this._vao=o,this._colorMap=l,this._contourShader=c,this._contourPickShader=u,this._contourBuffer=f,this._contourVAO=p,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new A([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=d,this._dynamicVAO=g,this._dynamicOffsets=[0,0,0],this._dynamicCounts=[0,0,0],this.contourWidth=[1,1,1],this.contourLevels=[[1],[1],[1]],this.contourTint=[0,0,0],this.contourColor=[[.5,.5,.5,1],[.5,.5,.5,1],[.5,.5,.5,1]],this.showContour=!0,this.showSurface=!0,this.enableHighlight=[!0,!0,!0],this.highlightColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.highlightTint=[1,1,1],this.highlightLevel=[-1,-1,-1],this.enableDynamic=[!0,!0,!0],this.dynamicLevel=[NaN,NaN,NaN],this.dynamicColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.dynamicTint=[1,1,1],this.dynamicWidth=[1,1,1],this.axesBounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.surfaceProject=[!1,!1,!1],this.contourProject=[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],this.colorBounds=[!1,!1],this._field=[h(s.mallocFloat(1024),[0,0]),h(s.mallocFloat(1024),[0,0]),h(s.mallocFloat(1024),[0,0])],this.pickId=1,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.snapToData=!1,this.pixelRatio=1,this.opacity=1,this.lightPosition=[10,1e4,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.vertexColor=0,this.dirty=!0}var L=E.prototype;L.isTransparent=function(){return this.opacity<1},L.isOpaque=function(){if(this.opacity>=1)return!0;for(var t=0;t<3;++t)if(this._contourCounts[t].length>0||this._dynamicCounts[t]>0)return!0;return!1},L.pickSlots=1,L.setPickBase=function(t){this.pickId=t};var C=[0,0,0],P={showSurface:!1,showContour:!1,projections:[k.slice(),k.slice(),k.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]};function O(t,e){var r,n,a,i=e.axes&&e.axes.lastCubeProps.axis||C,o=e.showSurface,s=e.showContour;for(r=0;r<3;++r)for(o=o||e.surfaceProject[r],n=0;n<3;++n)s=s||e.contourProject[r][n];for(r=0;r<3;++r){var l=P.projections[r];for(n=0;n<16;++n)l[n]=0;for(n=0;n<4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(i[r]>0)][r],p(l,t.model,l);var c=P.clipBounds[r];for(a=0;a<2;++a)for(n=0;n<3;++n)c[a][n]=t.clipBounds[a][n];c[0][r]=-1e8,c[1][r]=1e8}return P.showSurface=o,P.showContour=s,P}var z={model:k,view:k,projection:k,inverseModel:k.slice(),lowerBound:[0,0,0],upperBound:[0,0,0],colorMap:0,clipBounds:[[0,0,0],[0,0,0]],height:0,contourTint:0,contourColor:[0,0,0,1],permutation:[1,0,0,0,1,0,0,0,1],zOffset:-1e-4,objectOffset:[0,0,0],kambient:1,kdiffuse:1,kspecular:1,lightPosition:[1e3,1e3,1e3],eyePosition:[0,0,0],roughness:1,fresnel:1,opacity:1,vertexColor:0},I=k.slice(),D=[1,0,0,0,1,0,0,0,1];function R(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=z;n.model=t.model||k,n.view=t.view||k,n.projection=t.projection||k,n.lowerBound=[this.bounds[0][0],this.bounds[0][1],this.colorBounds[0]||this.bounds[0][2]],n.upperBound=[this.bounds[1][0],this.bounds[1][1],this.colorBounds[1]||this.bounds[1][2]],n.objectOffset=this.objectOffset,n.contourColor=this.contourColor[0],n.inverseModel=d(n.inverseModel,n.model);for(var a=0;a<2;++a)for(var i=n.clipBounds[a],o=0;o<3;++o)i[o]=Math.min(Math.max(this.clipBounds[a][o],-1e8),1e8);n.kambient=this.ambientLight,n.kdiffuse=this.diffuseLight,n.kspecular=this.specularLight,n.roughness=this.roughness,n.fresnel=this.fresnel,n.opacity=this.opacity,n.height=0,n.permutation=D,n.vertexColor=this.vertexColor;var s=I;for(p(s,n.view,n.model),p(s,n.projection,s),d(s,s),a=0;a<3;++a)n.eyePosition[a]=s[12+a]/s[15];var l=s[15];for(a=0;a<3;++a)l+=this.lightPosition[a]*s[4*a+3];for(a=0;a<3;++a){var c=s[12+a];for(o=0;o<3;++o)c+=s[4*o+a]*this.lightPosition[o];n.lightPosition[a]=c/l}var u=O(n,this);if(u.showSurface&&e===this.opacity<1){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&&this._vertexCount&&this._vao.draw(r.TRIANGLES,this._vertexCount),a=0;a<3;++a)this.surfaceProject[a]&&this.vertexCount&&(this._shader.uniforms.model=u.projections[a],this._shader.uniforms.clipBounds=u.clipBounds[a],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(u.showContour&&!e){var h=this._contourShader;n.kambient=1,n.kdiffuse=0,n.kspecular=0,n.opacity=1,h.bind(),h.uniforms=n;var f=this._contourVAO;for(f.bind(),a=0;a<3;++a)for(h.uniforms.permutation=M[a],r.lineWidth(this.contourWidth[a]*this.pixelRatio),o=0;o<this.contourLevels[a].length;++o)o===this.highlightLevel[a]?(h.uniforms.contourColor=this.highlightColor[a],h.uniforms.contourTint=this.highlightTint[a]):0!==o&&o-1!==this.highlightLevel[a]||(h.uniforms.contourColor=this.contourColor[a],h.uniforms.contourTint=this.contourTint[a]),this._contourCounts[a][o]&&(h.uniforms.height=this.contourLevels[a][o],f.draw(r.LINES,this._contourCounts[a][o],this._contourOffsets[a][o]));for(a=0;a<3;++a)for(h.uniforms.model=u.projections[a],h.uniforms.clipBounds=u.clipBounds[a],o=0;o<3;++o)if(this.contourProject[a][o]){h.uniforms.permutation=M[o],r.lineWidth(this.contourWidth[o]*this.pixelRatio);for(var g=0;g<this.contourLevels[o].length;++g)g===this.highlightLevel[o]?(h.uniforms.contourColor=this.highlightColor[o],h.uniforms.contourTint=this.highlightTint[o]):0!==g&&g-1!==this.highlightLevel[o]||(h.uniforms.contourColor=this.contourColor[o],h.uniforms.contourTint=this.contourTint[o]),this._contourCounts[o][g]&&(h.uniforms.height=this.contourLevels[o][g],f.draw(r.LINES,this._contourCounts[o][g],this._contourOffsets[o][g]))}for(f.unbind(),(f=this._dynamicVAO).bind(),a=0;a<3;++a)if(0!==this._dynamicCounts[a])for(h.uniforms.model=n.model,h.uniforms.clipBounds=n.clipBounds,h.uniforms.permutation=M[a],r.lineWidth(this.dynamicWidth[a]*this.pixelRatio),h.uniforms.contourColor=this.dynamicColor[a],h.uniforms.contourTint=this.dynamicTint[a],h.uniforms.height=this.dynamicLevel[a],f.draw(r.LINES,this._dynamicCounts[a],this._dynamicOffsets[a]),o=0;o<3;++o)this.contourProject[o][a]&&(h.uniforms.model=u.projections[o],h.uniforms.clipBounds=u.clipBounds[o],f.draw(r.LINES,this._dynamicCounts[a],this._dynamicOffsets[a]));f.unbind()}}L.draw=function(t){return R.call(this,t,!1)},L.drawTransparent=function(t){return R.call(this,t,!0)};var F={model:k,view:k,projection:k,inverseModel:k,clipBounds:[[0,0,0],[0,0,0]],height:0,shape:[0,0],pickId:0,lowerBound:[0,0,0],upperBound:[0,0,0],zOffset:0,objectOffset:[0,0,0],permutation:[1,0,0,0,1,0,0,0,1],lightPosition:[0,0,0],eyePosition:[0,0,0]};function B(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function N(t){return Array.isArray(t)?3===t.length?[t[0],t[1],t[2],1]:[t[0],t[1],t[2],t[3]]:[0,0,0,1]}function j(t){if(Array.isArray(t)){if(Array.isArray(t))return[N(t[0]),N(t[1]),N(t[2])];var e=N(t);return[e.slice(),e.slice(),e.slice()]}}L.drawPick=function(t){t=t||{};var e=this.gl;e.disable(e.CULL_FACE);var r=F;r.model=t.model||k,r.view=t.view||k,r.projection=t.projection||k,r.shape=this._field[2].shape,r.pickId=this.pickId/255,r.lowerBound=this.bounds[0],r.upperBound=this.bounds[1],r.objectOffset=this.objectOffset,r.permutation=D;for(var n=0;n<2;++n)for(var a=r.clipBounds[n],i=0;i<3;++i)a[i]=Math.min(Math.max(this.clipBounds[n][i],-1e8),1e8);var o=O(r,this);if(o.showSurface){for(this._pickShader.bind(),this._pickShader.uniforms=r,this._vao.bind(),this._vao.draw(e.TRIANGLES,this._vertexCount),n=0;n<3;++n)this.surfaceProject[n]&&(this._pickShader.uniforms.model=o.projections[n],this._pickShader.uniforms.clipBounds=o.clipBounds[n],this._vao.draw(e.TRIANGLES,this._vertexCount));this._vao.unbind()}if(o.showContour){var s=this._contourPickShader;s.bind(),s.uniforms=r;var l=this._contourVAO;for(l.bind(),i=0;i<3;++i)for(e.lineWidth(this.contourWidth[i]*this.pixelRatio),s.uniforms.permutation=M[i],n=0;n<this.contourLevels[i].length;++n)this._contourCounts[i][n]&&(s.uniforms.height=this.contourLevels[i][n],l.draw(e.LINES,this._contourCounts[i][n],this._contourOffsets[i][n]));for(n=0;n<3;++n)for(s.uniforms.model=o.projections[n],s.uniforms.clipBounds=o.clipBounds[n],i=0;i<3;++i)if(this.contourProject[n][i]){s.uniforms.permutation=M[i],e.lineWidth(this.contourWidth[i]*this.pixelRatio);for(var c=0;c<this.contourLevels[i].length;++c)this._contourCounts[i][c]&&(s.uniforms.height=this.contourLevels[i][c],l.draw(e.LINES,this._contourCounts[i][c],this._contourOffsets[i][c]))}l.unbind()}},L.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=this._field[2].shape,r=this._pickResult,n=e[0]*(t.value[0]+(t.value[2]>>4)/16)/255,a=Math.floor(n),i=n-a,o=e[1]*(t.value[1]+(15&t.value[2])/16)/255,s=Math.floor(o),l=o-s;a+=1,s+=1;var c=r.position;c[0]=c[1]=c[2]=0;for(var u=0;u<2;++u)for(var h=u?i:1-i,f=0;f<2;++f)for(var p=a+u,d=s+f,v=h*(f?l:1-l),m=0;m<3;++m)c[m]+=this._field[m].get(p,d)*v;for(var y=this._pickResult.level,x=0;x<3;++x)if(y[x]=g.le(this.contourLevels[x],c[x]),y[x]<0)this.contourLevels[x].length>0&&(y[x]=0);else if(y[x]<this.contourLevels[x].length-1){var b=this.contourLevels[x][y[x]],_=this.contourLevels[x][y[x]+1];Math.abs(b-c[x])>Math.abs(_-c[x])&&(y[x]+=1)}for(r.index[0]=i<.5?a:a+1,r.index[1]=l<.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],m=0;m<3;++m)r.dataCoordinate[m]=this._field[m].get(r.index[0],r.index[1]);return r},L.padField=function(t,e){var r=e.shape.slice(),n=t.shape.slice();c.assign(t.lo(1,1).hi(r[0],r[1]),e),c.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),c.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),c.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),c.assign(t.lo(n[0]-1,1).hi(1,r[1]),e.lo(r[0]-1)),t.set(0,0,e.get(0,0)),t.set(0,n[1]-1,e.get(0,r[1]-1)),t.set(n[0]-1,0,e.get(r[0]-1,0)),t.set(n[0]-1,n[1]-1,e.get(r[0]-1,r[1]-1))},L.update=function(t){t=t||{},this.objectOffset=t.objectOffset||this.objectOffset,this.dirty=!0,\"contourWidth\"in t&&(this.contourWidth=B(t.contourWidth,Number)),\"showContour\"in t&&(this.showContour=B(t.showContour,Boolean)),\"showSurface\"in t&&(this.showSurface=!!t.showSurface),\"contourTint\"in t&&(this.contourTint=B(t.contourTint,Boolean)),\"contourColor\"in t&&(this.contourColor=j(t.contourColor)),\"contourProject\"in t&&(this.contourProject=B(t.contourProject,function(t){return B(t,Boolean)})),\"surfaceProject\"in t&&(this.surfaceProject=t.surfaceProject),\"dynamicColor\"in t&&(this.dynamicColor=j(t.dynamicColor)),\"dynamicTint\"in t&&(this.dynamicTint=B(t.dynamicTint,Number)),\"dynamicWidth\"in t&&(this.dynamicWidth=B(t.dynamicWidth,Number)),\"opacity\"in t&&(this.opacity=t.opacity),\"colorBounds\"in t&&(this.colorBounds=t.colorBounds),\"vertexColor\"in t&&(this.vertexColor=t.vertexColor?1:0);var e=t.field||t.coords&&t.coords[2]||null,r=!1;if(e||(e=this._field[2].shape[0]||this._field[2].shape[2]?this._field[2].lo(1,1).hi(this._field[2].shape[0]-2,this._field[2].shape[1]-2):this._field[2].hi(0,0)),\"field\"in t||\"coords\"in t){var a=(e.shape[0]+2)*(e.shape[1]+2);a>this._field[2].data.length&&(s.freeFloat(this._field[2].data),this._field[2].data=s.mallocFloat(n.nextPow2(a))),this._field[2]=h(this._field[2].data,[e.shape[0]+2,e.shape[1]+2]),this.padField(this._field[2],e),this.shape=e.shape.slice();for(var i=this.shape,o=0;o<2;++o)this._field[2].size>this._field[o].data.length&&(s.freeFloat(this._field[o].data),this._field[o].data=s.mallocFloat(this._field[2].size)),this._field[o]=h(this._field[o].data,[i[0]+2,i[1]+2]);if(t.coords){var p=t.coords;if(!Array.isArray(p)||3!==p.length)throw new Error(\"gl-surface: invalid coordinates for x/y\");for(o=0;o<2;++o){var d=p[o];for(b=0;b<2;++b)if(d.shape[b]!==i[b])throw new Error(\"gl-surface: coords have incorrect shape\");this.padField(this._field[o],d)}}else if(t.ticks){var g=t.ticks;if(!Array.isArray(g)||2!==g.length)throw new Error(\"gl-surface: invalid ticks\");for(o=0;o<2;++o){var m=g[o];if((Array.isArray(m)||m.length)&&(m=h(m)),m.shape[0]!==i[o])throw new Error(\"gl-surface: invalid tick length\");var y=h(m.data,i);y.stride[o]=m.stride[0],y.stride[1^o]=0,this.padField(this._field[o],y)}}else{for(o=0;o<2;++o){var x=[0,0];x[o]=1,this._field[o]=h(this._field[o].data,[i[0]+2,i[1]+2],x,0)}this._field[0].set(0,0,0);for(var b=0;b<i[0];++b)this._field[0].set(b+1,0,b);for(this._field[0].set(i[0]+1,0,i[0]-1),this._field[1].set(0,0,0),b=0;b<i[1];++b)this._field[1].set(0,b+1,b);this._field[1].set(0,i[1]+1,i[1]-1)}var _=this._field,w=h(s.mallocFloat(3*_[2].size*2),[3,i[0]+2,i[1]+2,2]);for(o=0;o<3;++o)v(w.pick(o),_[o],\"mirror\");var k=h(s.mallocFloat(3*_[2].size),[i[0]+2,i[1]+2,3]);for(o=0;o<i[0]+2;++o)for(b=0;b<i[1]+2;++b){var M=w.get(0,o,b,0),A=w.get(0,o,b,1),E=w.get(1,o,b,0),L=w.get(1,o,b,1),C=w.get(2,o,b,0),P=w.get(2,o,b,1),O=E*P-L*C,z=C*A-P*M,I=M*L-A*E,D=Math.sqrt(O*O+z*z+I*I);D<1e-8?(D=Math.max(Math.abs(O),Math.abs(z),Math.abs(I)))<1e-8?(I=1,z=O=0,D=1):D=1/D:D=1/Math.sqrt(D),k.set(o,b,0,O*D),k.set(o,b,1,z*D),k.set(o,b,2,I*D)}s.free(w.data);var R=[1/0,1/0,1/0],F=[-1/0,-1/0,-1/0],N=1/0,V=-1/0,U=(i[0]-1)*(i[1]-1)*6,q=s.mallocFloat(n.nextPow2(10*U)),H=0,G=0;for(o=0;o<i[0]-1;++o)t:for(b=0;b<i[1]-1;++b){for(var Y=0;Y<2;++Y)for(var W=0;W<2;++W)for(var X=0;X<3;++X){var Z=this._field[X].get(1+o+Y,1+b+W);if(isNaN(Z)||!isFinite(Z))continue t}for(X=0;X<6;++X){var J=o+T[X][0],K=b+T[X][1],Q=this._field[0].get(J+1,K+1),$=this._field[1].get(J+1,K+1);Z=this._field[2].get(J+1,K+1),O=k.get(J+1,K+1,0),z=k.get(J+1,K+1,1),I=k.get(J+1,K+1,2),t.intensity&&(tt=t.intensity.get(J,K));var tt=t.intensity?t.intensity.get(J,K):Z+this.objectOffset[2];q[H++]=J,q[H++]=K,q[H++]=Q,q[H++]=$,q[H++]=Z,q[H++]=0,q[H++]=tt,q[H++]=O,q[H++]=z,q[H++]=I,R[0]=Math.min(R[0],Q+this.objectOffset[0]),R[1]=Math.min(R[1],$+this.objectOffset[1]),R[2]=Math.min(R[2],Z+this.objectOffset[2]),N=Math.min(N,tt),F[0]=Math.max(F[0],Q+this.objectOffset[0]),F[1]=Math.max(F[1],$+this.objectOffset[1]),F[2]=Math.max(F[2],Z+this.objectOffset[2]),V=Math.max(V,tt),G+=1}}for(t.intensityBounds&&(N=+t.intensityBounds[0],V=+t.intensityBounds[1]),o=6;o<H;o+=10)q[o]=(q[o]-N)/(V-N);this._vertexCount=G,this._coordinateBuffer.update(q.subarray(0,H)),s.freeFloat(q),s.free(k.data),this.bounds=[R,F],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===N&&this.intensityBounds[1]===V||(r=!0),this.intensityBounds=[N,V]}if(\"levels\"in t){var et=t.levels;for(et=Array.isArray(et[0])?et.slice():[[],[],et],o=0;o<3;++o)et[o]=et[o].slice(),et[o].sort(function(t,e){return t-e});for(o=0;o<3;++o)for(b=0;b<et[o].length;++b)et[o][b]-=this.objectOffset[o];t:for(o=0;o<3;++o){if(et[o].length!==this.contourLevels[o].length){r=!0;break}for(b=0;b<et[o].length;++b)if(et[o][b]!==this.contourLevels[o][b]){r=!0;break t}}this.contourLevels=et}if(r){_=this._field,i=this.shape;for(var rt=[],nt=0;nt<3;++nt){var at=this.contourLevels[nt],it=[],ot=[],st=[0,0,0];for(o=0;o<at.length;++o){var lt=f(this._field[nt],at[o]);it.push(rt.length/5|0),G=0;t:for(b=0;b<lt.cells.length;++b){var ct=lt.cells[b];for(X=0;X<2;++X){var ut=lt.positions[ct[X]],ht=ut[0],ft=0|Math.floor(ht),pt=ht-ft,dt=ut[1],gt=0|Math.floor(dt),vt=dt-gt,mt=!1;e:for(var yt=0;yt<3;++yt){st[yt]=0;var xt=(nt+yt+1)%3;for(Y=0;Y<2;++Y){var bt=Y?pt:1-pt;for(J=0|Math.min(Math.max(ft+Y,0),i[0]),W=0;W<2;++W){var _t=W?vt:1-vt;if(K=0|Math.min(Math.max(gt+W,0),i[1]),Z=yt<2?this._field[xt].get(J,K):(this.intensity.get(J,K)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(Z)||isNaN(Z)){mt=!0;break e}var wt=bt*_t;st[yt]+=wt*Z}}}if(mt){if(X>0){for(var kt=0;kt<5;++kt)rt.pop();G-=1}continue t}rt.push(st[0],st[1],ut[0],ut[1],st[2]),G+=1}}ot.push(G)}this._contourOffsets[nt]=it,this._contourCounts[nt]=ot}var Tt=s.mallocFloat(rt.length);for(o=0;o<rt.length;++o)Tt[o]=rt[o];this._contourBuffer.update(Tt),s.freeFloat(Tt)}t.colormap&&this._colorMap.setPixels(function(t){var e=u([l({colormap:t,nshades:S,format:\"rgba\"}).map(function(t){return[t[0],t[1],t[2],255*t[3]]})]);return c.divseq(e,255),e}(t.colormap))},L.dispose=function(){this._shader.dispose(),this._vao.dispose(),this._coordinateBuffer.dispose(),this._colorMap.dispose(),this._contourBuffer.dispose(),this._contourVAO.dispose(),this._contourShader.dispose(),this._contourPickShader.dispose(),this._dynamicBuffer.dispose(),this._dynamicVAO.dispose();for(var t=0;t<3;++t)s.freeFloat(this._field[t].data)},L.highlight=function(t){var e,r;if(!t)return this._dynamicCounts=[0,0,0],this.dyanamicLevel=[NaN,NaN,NaN],void(this.highlightLevel=[-1,-1,-1]);for(e=0;e<3;++e)this.enableHighlight[e]?this.highlightLevel[e]=t.level[e]:this.highlightLevel[e]=-1;for(r=this.snapToData?t.dataCoordinate:t.position,e=0;e<3;++e)r[e]-=this.objectOffset[e];if(this.enableDynamic[0]&&r[0]!==this.dynamicLevel[0]||this.enableDynamic[1]&&r[1]!==this.dynamicLevel[1]||this.enableDynamic[2]&&r[2]!==this.dynamicLevel[2]){for(var n=0,a=this.shape,i=s.mallocFloat(12*a[0]*a[1]),o=0;o<3;++o)if(this.enableDynamic[o]){this.dynamicLevel[o]=r[o];var l=(o+1)%3,c=(o+2)%3,u=this._field[o],h=this._field[l],p=this._field[c],d=f(u,r[o]),g=d.cells,v=d.positions;for(this._dynamicOffsets[o]=n,e=0;e<g.length;++e)for(var m=g[e],y=0;y<2;++y){var x=v[m[y]],b=+x[0],_=0|b,w=0|Math.min(_+1,a[0]),k=b-_,T=1-k,M=+x[1],A=0|M,S=0|Math.min(A+1,a[1]),E=M-A,L=1-E,C=T*L,P=T*E,O=k*L,z=k*E,I=C*h.get(_,A)+P*h.get(_,S)+O*h.get(w,A)+z*h.get(w,S),D=C*p.get(_,A)+P*p.get(_,S)+O*p.get(w,A)+z*p.get(w,S);if(isNaN(I)||isNaN(D)){y&&(n-=1);break}i[2*n+0]=I,i[2*n+1]=D,n+=1}this._dynamicCounts[o]=n-this._dynamicOffsets[o]}else this.dynamicLevel[o]=NaN,this._dynamicCounts[o]=0;this._dynamicBuffer.update(i.subarray(0,2*n)),s.freeFloat(i)}}},{\"./lib/shaders\":316,\"binary-search-bounds\":317,\"bit-twiddle\":94,colormap:128,\"gl-buffer\":244,\"gl-mat4/invert\":268,\"gl-mat4/multiply\":270,\"gl-texture2d\":324,\"gl-vao\":329,ndarray:452,\"ndarray-gradient\":443,\"ndarray-ops\":446,\"ndarray-pack\":447,\"surface-nets\":530,\"typedarray-pool\":544}],319:[function(t,e,r){\"use strict\";var n=t(\"css-font\"),a=t(\"pick-by-alias\"),i=t(\"regl\"),o=t(\"gl-util/context\"),s=t(\"es6-weak-map\"),l=t(\"color-normalize\"),c=t(\"font-atlas\"),u=t(\"typedarray-pool\"),h=t(\"parse-rect\"),f=t(\"is-plain-obj\"),p=t(\"parse-unit\"),d=t(\"to-px\"),g=t(\"detect-kerning\"),v=t(\"object-assign\"),m=t(\"font-measure\"),y=t(\"flatten-vertex-data\"),x=t(\"bit-twiddle\").nextPow2,b=new s,_=!1;if(document.body){var w=document.body.appendChild(document.createElement(\"div\"));w.style.font=\"italic small-caps bold condensed 16px/2 cursive\",getComputedStyle(w).fontStretch&&(_=!0),document.body.removeChild(w)}var k=function(t){!function(t){return\"function\"==typeof t&&t._gl&&t.prop&&t.texture&&t.buffer}(t)?this.gl=o(t):(t={regl:t},this.gl=t.regl._gl),this.shader=b.get(this.gl),this.shader?this.regl=this.shader.regl:this.regl=t.regl||i({gl:this.gl}),this.charBuffer=this.regl.buffer({type:\"uint8\",usage:\"stream\"}),this.sizeBuffer=this.regl.buffer({type:\"float\",usage:\"stream\"}),this.shader||(this.shader=this.createShader(),b.set(this.gl,this.shader)),this.batch=[],this.fontSize=[],this.font=[],this.fontAtlas=[],this.draw=this.shader.draw.bind(this),this.render=function(){this.regl._refresh(),this.draw(this.batch)},this.canvas=this.gl.canvas,this.update(f(t)?t:{})};k.prototype.createShader=function(){var t=this.regl,e=t({blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},stencil:{enable:!1},depth:{enable:!1},count:t.prop(\"count\"),offset:t.prop(\"offset\"),attributes:{charOffset:{offset:4,stride:8,buffer:t.this(\"sizeBuffer\")},width:{offset:0,stride:8,buffer:t.this(\"sizeBuffer\")},char:t.this(\"charBuffer\"),position:t.this(\"position\")},uniforms:{atlasSize:function(t,e){return[e.atlas.width,e.atlas.height]},atlasDim:function(t,e){return[e.atlas.cols,e.atlas.rows]},atlas:function(t,e){return e.atlas.texture},charStep:function(t,e){return e.atlas.step},em:function(t,e){return e.atlas.em},color:t.prop(\"color\"),opacity:t.prop(\"opacity\"),viewport:t.this(\"viewportArray\"),scale:t.this(\"scale\"),align:t.prop(\"align\"),baseline:t.prop(\"baseline\"),translate:t.this(\"translate\"),positionOffset:t.prop(\"positionOffset\")},primitive:\"points\",viewport:t.this(\"viewport\"),vert:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tattribute float width, charOffset, char;\\n\\t\\t\\tattribute vec2 position;\\n\\t\\t\\tuniform float fontSize, charStep, em, align, baseline;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform vec4 color;\\n\\t\\t\\tuniform vec2 atlasSize, atlasDim, scale, translate, positionOffset;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\t\"+(k.normalViewport?\"\":\"vec2 positionOffset = vec2(positionOffset.x,- positionOffset.y);\")+\"\\n\\n\\t\\t\\t\\tvec2 offset = floor(em * (vec2(align + charOffset, baseline)\\n\\t\\t\\t\\t\\t+ positionOffset))\\n\\t\\t\\t\\t\\t/ (viewport.zw * scale.xy);\\n\\n\\t\\t\\t\\tvec2 position = (position + translate) * scale;\\n\\t\\t\\t\\tposition += offset * scale;\\n\\n\\t\\t\\t\\t\"+(k.normalViewport?\"position.y = 1. - position.y;\":\"\")+\"\\n\\n\\t\\t\\t\\tcharCoord = position * viewport.zw + viewport.xy;\\n\\n\\t\\t\\t\\tgl_Position = vec4(position * 2. - 1., 0, 1);\\n\\n\\t\\t\\t\\tgl_PointSize = charStep;\\n\\n\\t\\t\\t\\tcharId.x = mod(char, atlasDim.x);\\n\\t\\t\\t\\tcharId.y = floor(char / atlasDim.x);\\n\\n\\t\\t\\t\\tcharWidth = width * em;\\n\\n\\t\\t\\t\\tfontColor = color / 255.;\\n\\t\\t\\t}\",frag:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tuniform sampler2D atlas;\\n\\t\\t\\tuniform float fontSize, charStep, opacity;\\n\\t\\t\\tuniform vec2 atlasSize;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\n\\t\\t\\tfloat lightness(vec4 color) {\\n\\t\\t\\t\\treturn color.r * 0.299 + color.g * 0.587 + color.b * 0.114;\\n\\t\\t\\t}\\n\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 uv = gl_FragCoord.xy - charCoord + charStep * .5;\\n\\t\\t\\t\\tfloat halfCharStep = floor(charStep * .5 + .5);\\n\\n\\t\\t\\t\\t// invert y and shift by 1px (FF expecially needs that)\\n\\t\\t\\t\\tuv.y = charStep - uv.y;\\n\\n\\t\\t\\t\\t// ignore points outside of character bounding box\\n\\t\\t\\t\\tfloat halfCharWidth = ceil(charWidth * .5);\\n\\t\\t\\t\\tif (floor(uv.x) > halfCharStep + halfCharWidth ||\\n\\t\\t\\t\\t\\tfloor(uv.x) < halfCharStep - halfCharWidth) return;\\n\\n\\t\\t\\t\\tuv += charId * charStep;\\n\\t\\t\\t\\tuv = uv / atlasSize;\\n\\n\\t\\t\\t\\tvec4 color = fontColor;\\n\\t\\t\\t\\tvec4 mask = texture2D(atlas, uv);\\n\\n\\t\\t\\t\\tfloat maskY = lightness(mask);\\n\\t\\t\\t\\t// float colorY = lightness(color);\\n\\t\\t\\t\\tcolor.a *= maskY;\\n\\t\\t\\t\\tcolor.a *= opacity;\\n\\n\\t\\t\\t\\t// color.a += .1;\\n\\n\\t\\t\\t\\t// antialiasing, see yiq color space y-channel formula\\n\\t\\t\\t\\t// color.rgb += (1. - color.rgb) * (1. - mask.rgb);\\n\\n\\t\\t\\t\\tgl_FragColor = color;\\n\\t\\t\\t}\"});return{regl:t,draw:e,atlas:{}}},k.prototype.update=function(t){var e=this;if(\"string\"==typeof t)t={text:t};else if(!t)return;null!=(t=a(t,{position:\"position positions coord coords coordinates\",font:\"font fontFace fontface typeface cssFont css-font family fontFamily\",fontSize:\"fontSize fontsize size font-size\",text:\"text texts chars characters value values symbols\",align:\"align alignment textAlign textbaseline\",baseline:\"baseline textBaseline textbaseline\",direction:\"dir direction textDirection\",color:\"color colour fill fill-color fillColor textColor textcolor\",kerning:\"kerning kern\",range:\"range dataBox\",viewport:\"vp viewport viewBox viewbox viewPort\",opacity:\"opacity alpha transparency visible visibility opaque\",offset:\"offset positionOffset padding shift indent indentation\"},!0)).opacity&&(Array.isArray(t.opacity)?this.opacity=t.opacity.map(function(t){return parseFloat(t)}):this.opacity=parseFloat(t.opacity)),null!=t.viewport&&(this.viewport=h(t.viewport),k.normalViewport&&(this.viewport.y=this.canvas.height-this.viewport.y-this.viewport.height),this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null==this.viewport&&(this.viewport={x:0,y:0,width:this.gl.drawingBufferWidth,height:this.gl.drawingBufferHeight},this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null!=t.kerning&&(this.kerning=t.kerning),null!=t.offset&&(\"number\"==typeof t.offset&&(t.offset=[t.offset,0]),this.positionOffset=y(t.offset)),t.direction&&(this.direction=t.direction),t.range&&(this.range=t.range,this.scale=[1/(t.range[2]-t.range[0]),1/(t.range[3]-t.range[1])],this.translate=[-t.range[0],-t.range[1]]),t.scale&&(this.scale=t.scale),t.translate&&(this.translate=t.translate),this.scale||(this.scale=[1/this.viewport.width,1/this.viewport.height]),this.translate||(this.translate=[0,0]),this.font.length||t.font||(t.font=k.baseFontSize+\"px sans-serif\");var r,i=!1,o=!1;if(t.font&&(Array.isArray(t.font)?t.font:[t.font]).forEach(function(t,r){if(\"string\"==typeof t)try{t=n.parse(t)}catch(e){t=n.parse(k.baseFontSize+\"px \"+t)}else t=n.parse(n.stringify(t));var a=n.stringify({size:k.baseFontSize,family:t.family,stretch:_?t.stretch:void 0,variant:t.variant,weight:t.weight,style:t.style}),s=p(t.size),l=Math.round(s[0]*d(s[1]));if(l!==e.fontSize[r]&&(o=!0,e.fontSize[r]=l),!(e.font[r]&&a==e.font[r].baseString||(i=!0,e.font[r]=k.fonts[a],e.font[r]))){var c=t.family.join(\", \"),u=[t.style];t.style!=t.variant&&u.push(t.variant),t.variant!=t.weight&&u.push(t.weight),_&&t.weight!=t.stretch&&u.push(t.stretch),e.font[r]={baseString:a,family:c,weight:t.weight,stretch:t.stretch,style:t.style,variant:t.variant,width:{},kerning:{},metrics:m(c,{origin:\"top\",fontSize:k.baseFontSize,fontStyle:u.join(\" \")})},k.fonts[a]=e.font[r]}}),(i||o)&&this.font.forEach(function(r,a){var i=n.stringify({size:e.fontSize[a],family:r.family,stretch:_?r.stretch:void 0,variant:r.variant,weight:r.weight,style:r.style});if(e.fontAtlas[a]=e.shader.atlas[i],!e.fontAtlas[a]){var o=r.metrics;e.shader.atlas[i]=e.fontAtlas[a]={fontString:i,step:2*Math.ceil(e.fontSize[a]*o.bottom*.5),em:e.fontSize[a],cols:0,rows:0,height:0,width:0,chars:[],ids:{},texture:e.regl.texture()}}null==t.text&&(t.text=e.text)}),\"string\"==typeof t.text&&t.position&&t.position.length>2){for(var s=Array(.5*t.position.length),f=0;f<s.length;f++)s[f]=t.text;t.text=s}if(null!=t.text||i){if(this.textOffsets=[0],Array.isArray(t.text)){this.count=t.text[0].length,this.counts=[this.count];for(var b=1;b<t.text.length;b++)this.textOffsets[b]=this.textOffsets[b-1]+t.text[b-1].length,this.count+=t.text[b].length,this.counts.push(t.text[b].length);this.text=t.text.join(\"\")}else this.text=t.text,this.count=this.text.length,this.counts=[this.count];r=[],this.font.forEach(function(t,n){k.atlasContext.font=t.baseString;for(var a=e.fontAtlas[n],i=0;i<e.text.length;i++){var o=e.text.charAt(i);if(null==a.ids[o]&&(a.ids[o]=a.chars.length,a.chars.push(o),r.push(o)),null==t.width[o]&&(t.width[o]=k.atlasContext.measureText(o).width/k.baseFontSize,e.kerning)){var s=[];for(var l in t.width)s.push(l+o,o+l);v(t.kerning,g(t.family,{pairs:s}))}}})}if(t.position)if(t.position.length>2){for(var w=!t.position[0].length,T=u.mallocFloat(2*this.count),M=0,A=0;M<this.counts.length;M++){var S=this.counts[M];if(w)for(var E=0;E<S;E++)T[A++]=t.position[2*M],T[A++]=t.position[2*M+1];else for(var L=0;L<S;L++)T[A++]=t.position[M][0],T[A++]=t.position[M][1]}this.position.call?this.position({type:\"float\",data:T}):this.position=this.regl.buffer({type:\"float\",data:T}),u.freeFloat(T)}else this.position.destroy&&this.position.destroy(),this.position={constant:t.position};if(t.text||i){var C=u.mallocUint8(this.count),P=u.mallocFloat(2*this.count);this.textWidth=[];for(var O=0,z=0;O<this.counts.length;O++){for(var I=this.counts[O],D=this.font[O]||this.font[0],R=this.fontAtlas[O]||this.fontAtlas[0],F=0;F<I;F++){var B=this.text.charAt(z),N=this.text.charAt(z-1);if(C[z]=R.ids[B],P[2*z]=D.width[B],F){var j=P[2*z-2],V=P[2*z],U=P[2*z-1]+.5*j+.5*V;if(this.kerning){var q=D.kerning[N+B];q&&(U+=.001*q)}P[2*z+1]=U}else P[2*z+1]=.5*P[2*z];z++}this.textWidth.push(P.length?.5*P[2*z-2]+P[2*z-1]:0)}t.align||(t.align=this.align),this.charBuffer({data:C,type:\"uint8\",usage:\"stream\"}),this.sizeBuffer({data:P,type:\"float\",usage:\"stream\"}),u.freeUint8(C),u.freeFloat(P),r.length&&this.font.forEach(function(t,r){var n=e.fontAtlas[r],a=n.step,i=Math.floor(k.maxAtlasSize/a),o=Math.min(i,n.chars.length),s=Math.ceil(n.chars.length/o),l=x(o*a),u=x(s*a);n.width=l,n.height=u,n.rows=s,n.cols=o,n.em&&n.texture({data:c({canvas:k.atlasCanvas,font:n.fontString,chars:n.chars,shape:[l,u],step:[a,a]})})})}if(t.align&&(this.align=t.align,this.alignOffset=this.textWidth.map(function(t,r){var n=Array.isArray(e.align)?e.align.length>1?e.align[r]:e.align[0]:e.align;if(\"number\"==typeof n)return n;switch(n){case\"right\":case\"end\":return-t;case\"center\":case\"centre\":case\"middle\":return.5*-t}return 0})),null==this.baseline&&null==t.baseline&&(t.baseline=0),null!=t.baseline&&(this.baseline=t.baseline,Array.isArray(this.baseline)||(this.baseline=[this.baseline]),this.baselineOffset=this.baseline.map(function(t,r){var n=(e.font[r]||e.font[0]).metrics,a=0;return a+=.5*n.bottom,a+=\"number\"==typeof t?t-n.baseline:-n[t],k.normalViewport||(a*=-1),a})),null!=t.color)if(t.color||(t.color=\"transparent\"),\"string\"!=typeof t.color&&isNaN(t.color)){var H;if(\"number\"==typeof t.color[0]&&t.color.length>this.counts.length){var G=t.color.length;H=u.mallocUint8(G);for(var Y=(t.color.subarray||t.color.slice).bind(t.color),W=0;W<G;W+=4)H.set(l(Y(W,W+4),\"uint8\"),W)}else{var X=t.color.length;H=u.mallocUint8(4*X);for(var Z=0;Z<X;Z++)H.set(l(t.color[Z]||0,\"uint8\"),4*Z)}this.color=H}else this.color=l(t.color,\"uint8\");if(t.position||t.text||t.color||t.baseline||t.align||t.font||t.offset||t.opacity)if(this.color.length>4||this.baselineOffset.length>1||this.align&&this.align.length>1||this.fontAtlas.length>1||this.positionOffset.length>2){var J=Math.max(.5*this.position.length||0,.25*this.color.length||0,this.baselineOffset.length||0,this.alignOffset.length||0,this.font.length||0,this.opacity.length||0,.5*this.positionOffset.length||0);this.batch=Array(J);for(var K=0;K<this.batch.length;K++)this.batch[K]={count:this.counts.length>1?this.counts[K]:this.counts[0],offset:this.textOffsets.length>1?this.textOffsets[K]:this.textOffsets[0],color:this.color?this.color.length<=4?this.color:this.color.subarray(4*K,4*K+4):[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[K]:this.opacity,baseline:null!=this.baselineOffset[K]?this.baselineOffset[K]:this.baselineOffset[0],align:this.align?null!=this.alignOffset[K]?this.alignOffset[K]:this.alignOffset[0]:0,atlas:this.fontAtlas[K]||this.fontAtlas[0],positionOffset:this.positionOffset.length>2?this.positionOffset.subarray(2*K,2*K+2):this.positionOffset}}else this.count?this.batch=[{count:this.count,offset:0,color:this.color||[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[0]:this.opacity,baseline:this.baselineOffset[0],align:this.alignOffset?this.alignOffset[0]:0,atlas:this.fontAtlas[0],positionOffset:this.positionOffset}]:this.batch=[]},k.prototype.destroy=function(){},k.prototype.kerning=!0,k.prototype.position={constant:new Float32Array(2)},k.prototype.translate=null,k.prototype.scale=null,k.prototype.font=null,k.prototype.text=\"\",k.prototype.positionOffset=[0,0],k.prototype.opacity=1,k.prototype.color=new Uint8Array([0,0,0,255]),k.prototype.alignOffset=[0,0],k.normalViewport=!1,k.maxAtlasSize=1024,k.atlasCanvas=document.createElement(\"canvas\"),k.atlasContext=k.atlasCanvas.getContext(\"2d\",{alpha:!1}),k.baseFontSize=64,k.fonts={},e.exports=k},{\"bit-twiddle\":94,\"color-normalize\":122,\"css-font\":141,\"detect-kerning\":168,\"es6-weak-map\":320,\"flatten-vertex-data\":230,\"font-atlas\":231,\"font-measure\":232,\"gl-util/context\":325,\"is-plain-obj\":424,\"object-assign\":456,\"parse-rect\":461,\"parse-unit\":463,\"pick-by-alias\":467,regl:501,\"to-px\":538,\"typedarray-pool\":544}],320:[function(t,e,r){\"use strict\";e.exports=t(\"./is-implemented\")()?WeakMap:t(\"./polyfill\")},{\"./is-implemented\":321,\"./polyfill\":323}],321:[function(t,e,r){\"use strict\";e.exports=function(){var t,e;if(\"function\"!=typeof WeakMap)return!1;try{t=new WeakMap([[e={},\"one\"],[{},\"two\"],[{},\"three\"]])}catch(t){return!1}return\"[object WeakMap]\"===String(t)&&(\"function\"==typeof 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v(t,arguments[1],arguments[2],arguments[3]||t.RGBA,arguments[4]||t.UNSIGNED_BYTE);if(Array.isArray(arguments[1]))return v(t,0|arguments[1][0],0|arguments[1][1],arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(\"object\"==typeof arguments[1]){var e=arguments[1],r=c(e)?e:e.raw;if(r)return function(t,e,r,n,a,i){var o=g(t);return t.texImage2D(t.TEXTURE_2D,0,a,a,i,e),new f(t,o,r,n,a,i)}(t,r,0|e.width,0|e.height,arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(e.shape&&e.data&&e.stride)return function(t,e){var r=e.dtype,o=e.shape.slice(),s=t.getParameter(t.MAX_TEXTURE_SIZE);if(o[0]<0||o[0]>s||o[1]<0||o[1]>s)throw new Error(\"gl-texture2d: Invalid texture size\");var l=d(o,e.stride.slice()),c=0;\"float32\"===r?c=t.FLOAT:\"float64\"===r?(c=t.FLOAT,l=!1,r=\"float32\"):\"uint8\"===r?c=t.UNSIGNED_BYTE:(c=t.UNSIGNED_BYTE,l=!1,r=\"uint8\");var h,p,v=0;if(2===o.length)v=t.LUMINANCE,o=[o[0],o[1],1],e=n(e.data,o,[e.stride[0],e.stride[1],1],e.offset);else{if(3!==o.length)throw new Error(\"gl-texture2d: Invalid shape for texture\");if(1===o[2])v=t.ALPHA;else if(2===o[2])v=t.LUMINANCE_ALPHA;else if(3===o[2])v=t.RGB;else{if(4!==o[2])throw new Error(\"gl-texture2d: Invalid shape for pixel coords\");v=t.RGBA}}c!==t.FLOAT||t.getExtension(\"OES_texture_float\")||(c=t.UNSIGNED_BYTE,l=!1);var m=e.size;if(l)h=0===e.offset&&e.data.length===m?e.data:e.data.subarray(e.offset,e.offset+m);else{var y=[o[2],o[2]*o[0],1];p=i.malloc(m,r);var x=n(p,o,y,0);\"float32\"!==r&&\"float64\"!==r||c!==t.UNSIGNED_BYTE?a.assign(x,e):u(x,e),h=p.subarray(0,m)}var b=g(t);t.texImage2D(t.TEXTURE_2D,0,v,o[0],o[1],0,v,c,h),l||i.free(p);return new f(t,b,o[0],o[1],v,c)}(t,e)}throw new Error(\"gl-texture2d: Invalid arguments for texture2d constructor\")};var o=null,s=null,l=null;function c(t){return\"undefined\"!=typeof HTMLCanvasElement&&t instanceof HTMLCanvasElement||\"undefined\"!=typeof HTMLImageElement&&t instanceof HTMLImageElement||\"undefined\"!=typeof HTMLVideoElement&&t instanceof HTMLVideoElement||\"undefined\"!=typeof ImageData&&t instanceof ImageData}var u=function(t,e){a.muls(t,e,255)};function h(t,e,r){var n=t.gl,a=n.getParameter(n.MAX_TEXTURE_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-texture2d: Invalid texture size\");return t._shape=[e,r],t.bind(),n.texImage2D(n.TEXTURE_2D,0,t.format,e,r,0,t.format,t.type,null),t._mipLevels=[0],t}function f(t,e,r,n,a,i){this.gl=t,this.handle=e,this.format=a,this.type=i,this._shape=[r,n],this._mipLevels=[0],this._magFilter=t.NEAREST,this._minFilter=t.NEAREST,this._wrapS=t.CLAMP_TO_EDGE,this._wrapT=t.CLAMP_TO_EDGE,this._anisoSamples=1;var o=this,s=[this._wrapS,this._wrapT];Object.defineProperties(s,[{get:function(){return o._wrapS},set:function(t){return o.wrapS=t}},{get:function(){return o._wrapT},set:function(t){return o.wrapT=t}}]),this._wrapVector=s;var l=[this._shape[0],this._shape[1]];Object.defineProperties(l,[{get:function(){return o._shape[0]},set:function(t){return o.width=t}},{get:function(){return o._shape[1]},set:function(t){return o.height=t}}]),this._shapeVector=l}var p=f.prototype;function d(t,e){return 3===t.length?1===e[2]&&e[1]===t[0]*t[2]&&e[0]===t[2]:1===e[0]&&e[1]===t[0]}function g(t){var e=t.createTexture();return t.bindTexture(t.TEXTURE_2D,e),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_S,t.CLAMP_TO_EDGE),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_T,t.CLAMP_TO_EDGE),e}function v(t,e,r,n,a){var i=t.getParameter(t.MAX_TEXTURE_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-texture2d: Invalid texture shape\");if(a===t.FLOAT&&!t.getExtension(\"OES_texture_float\"))throw new Error(\"gl-texture2d: Floating point textures not supported on this platform\");var o=g(t);return t.texImage2D(t.TEXTURE_2D,0,n,e,r,0,n,a,null),new f(t,o,e,r,n,a)}Object.defineProperties(p,{minFilter:{get:function(){return this._minFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&&o.indexOf(t)>=0&&(e.getExtension(\"OES_texture_float_linear\")||(t=e.NEAREST)),s.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown filter mode \"+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,t),this._minFilter=t}},magFilter:{get:function(){return this._magFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&&o.indexOf(t)>=0&&(e.getExtension(\"OES_texture_float_linear\")||(t=e.NEAREST)),s.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown filter mode \"+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,t),this._magFilter=t}},mipSamples:{get:function(){return this._anisoSamples},set:function(t){var e=this._anisoSamples;if(this._anisoSamples=0|Math.max(t,1),e!==this._anisoSamples){var r=this.gl.getExtension(\"EXT_texture_filter_anisotropic\");r&&this.gl.texParameterf(this.gl.TEXTURE_2D,r.TEXTURE_MAX_ANISOTROPY_EXT,this._anisoSamples)}return this._anisoSamples}},wrapS:{get:function(){return 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kr=function(t,e){this.kind=t,this._styleExpression=e,this.isStateDependent=\"constant\"!==t&&!fe(e.expression)};kr.prototype.evaluateWithoutErrorHandling=function(t,e,r,n){return this._styleExpression.evaluateWithoutErrorHandling(t,e,r,n)},kr.prototype.evaluate=function(t,e,r,n){return this._styleExpression.evaluate(t,e,r,n)};var Tr=function(t,e,r,n){this.kind=t,this.zoomStops=r,this._styleExpression=e,this.isStateDependent=\"camera\"!==t&&!fe(e.expression),this.interpolationType=n};function Mr(t,e){if(\"error\"===(t=wr(t,e)).result)return t;var r=t.value.expression,n=he(r);if(!n&&!cr(e))return lr([new Pt(\"\",\"data expressions not supported\")]);var a=pe(r,[\"zoom\"]);if(!a&&!ur(e))return lr([new Pt(\"\",\"zoom expressions not supported\")]);var i=function t(e){var r=null;if(e instanceof Ve)r=t(e.result);else if(e instanceof je)for(var n=0,a=e.args;n<a.length;n+=1){var i=a[n];if(r=t(i))break}else(e instanceof me||e instanceof Be)&&e.input instanceof 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this._styleExpression.evaluateWithoutErrorHandling(t,e,r,n)},Tr.prototype.evaluate=function(t,e,r,n){return this._styleExpression.evaluate(t,e,r,n)},Tr.prototype.interpolationFactor=function(t,e,r){return this.interpolationType?Be.interpolationFactor(this.interpolationType,t,e,r):0};var Ar=function(t,e){this._parameters=t,this._specification=e,St(this,function t(e,r){var n,a,i,o=\"color\"===r.type,s=e.stops&&\"object\"==typeof e.stops[0][0],l=s||void 0!==e.property,c=s||!l,u=e.type||(hr(r)?\"exponential\":\"interval\");if(o&&((e=St({},e)).stops&&(e.stops=e.stops.map(function(t){return[t[0],Wt.parse(t[1])]})),e.default?e.default=Wt.parse(e.default):e.default=Wt.parse(r.default)),e.colorSpace&&\"rgb\"!==e.colorSpace&&!Fe[e.colorSpace])throw new Error(\"Unknown color space: \"+e.colorSpace);if(\"exponential\"===u)n=yr;else if(\"interval\"===u)n=mr;else if(\"categorical\"===u){n=vr,a=Object.create(null);for(var h=0,f=e.stops;h<f.length;h+=1){var p=f[h];a[p[0]]=p[1]}i=typeof 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s=o&&o.properties?o.properties[e.property]:void 0;return void 0===s?gr(e.default,r.default):n(e,r,s,a,i)}}}(this._parameters,this._specification))};function Sr(t){var e=t.key,r=t.value,n=t.valueSpec||{},a=t.objectElementValidators||{},i=t.style,o=t.styleSpec,s=[],l=fr(r);if(\"object\"!==l)return[new Mt(e,r,\"object expected, \"+l+\" found\")];for(var c in r){var u=c.split(\".\")[0],h=n[u]||n[\"*\"],f=void 0;if(a[u])f=a[u];else if(n[u])f=Kr;else if(a[\"*\"])f=a[\"*\"];else{if(!n[\"*\"]){s.push(new Mt(e,r[c],'unknown property \"'+c+'\"'));continue}f=Kr}s=s.concat(f({key:(e?e+\".\":e)+c,value:r[c],valueSpec:h,style:i,styleSpec:o,object:r,objectKey:c},r))}for(var p in n)a[p]||n[p].required&&void 0===n[p].default&&void 0===r[p]&&s.push(new Mt(e,r,'missing required property \"'+p+'\"'));return s}function Er(t){var e=t.value,r=t.valueSpec,n=t.style,a=t.styleSpec,i=t.key,o=t.arrayElementValidator||Kr;if(\"array\"!==fr(e))return[new Mt(i,e,\"array expected, \"+fr(e)+\" 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0===t.value.property,l=!s,c=\"array\"===fr(t.value.stops)&&\"array\"===fr(t.value.stops[0])&&\"object\"===fr(t.value.stops[0][0]),u=Sr({key:t.key,value:t.value,valueSpec:t.styleSpec.function,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{stops:function(t){if(\"identity\"===i)return[new Mt(t.key,t.value,'identity function may not have a \"stops\" property')];var e=[],r=t.value;return e=e.concat(Er({key:t.key,value:r,valueSpec:t.valueSpec,style:t.style,styleSpec:t.styleSpec,arrayElementValidator:h})),\"array\"===fr(r)&&0===r.length&&e.push(new Mt(t.key,r,\"array must have at least one stop\")),e},default:function(t){return Kr({key:t.key,value:t.value,valueSpec:a,style:t.style,styleSpec:t.styleSpec})}}});return\"identity\"===i&&s&&u.push(new Mt(t.key,t.value,'missing required property \"property\"')),\"identity\"===i||t.value.stops||u.push(new Mt(t.key,t.value,'missing required property \"stops\"')),\"exponential\"===i&&t.valueSpec.expression&&!hr(t.valueSpec)&&u.push(new Mt(t.key,t.value,\"exponential functions not supported\")),t.styleSpec.$version>=8&&(l&&!cr(t.valueSpec)?u.push(new Mt(t.key,t.value,\"property functions not supported\")):s&&!ur(t.valueSpec)&&u.push(new Mt(t.key,t.value,\"zoom functions not supported\"))),\"categorical\"!==i&&!c||void 0!==t.value.property||u.push(new Mt(t.key,t.value,'\"property\" property is required')),u;function h(t){var e=[],i=t.value,s=t.key;if(\"array\"!==fr(i))return[new Mt(s,i,\"array expected, \"+fr(i)+\" found\")];if(2!==i.length)return[new Mt(s,i,\"array length 2 expected, length \"+i.length+\" found\")];if(c){if(\"object\"!==fr(i[0]))return[new Mt(s,i,\"object expected, \"+fr(i[0])+\" found\")];if(void 0===i[0].zoom)return[new Mt(s,i,\"object stop key must have zoom\")];if(void 0===i[0].value)return[new Mt(s,i,\"object stop key must have value\")];if(n&&n>Lt(i[0].zoom))return[new Mt(s,i[0].zoom,\"stop zoom values must appear in ascending order\")];Lt(i[0].zoom)!==n&&(n=Lt(i[0].zoom),r=void 0,o={}),e=e.concat(Sr({key:s+\"[0]\",value:i[0],valueSpec:{zoom:{}},style:t.style,styleSpec:t.styleSpec,objectElementValidators:{zoom:Lr,value:f}}))}else e=e.concat(f({key:s+\"[0]\",value:i[0],valueSpec:{},style:t.style,styleSpec:t.styleSpec},i));return _r(Ct(i[1]))?e.concat([new Mt(s+\"[1]\",i[1],\"expressions are not allowed in function stops.\")]):e.concat(Kr({key:s+\"[1]\",value:i[1],valueSpec:a,style:t.style,styleSpec:t.styleSpec}))}function f(t,n){var s=fr(t.value),l=Lt(t.value),c=null!==t.value?t.value:n;if(e){if(s!==e)return[new Mt(t.key,c,s+\" stop domain type must match previous stop domain type \"+e)]}else e=s;if(\"number\"!==s&&\"string\"!==s&&\"boolean\"!==s)return[new Mt(t.key,c,\"stop domain value must be a number, string, or boolean\")];if(\"number\"!==s&&\"categorical\"!==i){var u=\"number expected, \"+s+\" found\";return cr(a)&&void 0===i&&(u+='\\nIf you intended to use a categorical function, specify `\"type\": \"categorical\"`.'),[new Mt(t.key,c,u)]}return\"categorical\"!==i||\"number\"!==s||isFinite(l)&&Math.floor(l)===l?\"categorical\"!==i&&\"number\"===s&&void 0!==r&&l<r?[new Mt(t.key,c,\"stop domain values must appear in ascending order\")]:(r=l,\"categorical\"===i&&l in o?[new Mt(t.key,c,\"stop domain values must be unique\")]:(o[l]=!0,[])):[new Mt(t.key,c,\"integer expected, found \"+l)]}}function Pr(t){var e=(\"property\"===t.expressionContext?Mr:wr)(Ct(t.value),t.valueSpec);if(\"error\"===e.result)return e.value.map(function(e){return new Mt(\"\"+t.key+e.key,t.value,e.message)});var r=e.value.expression||e.value._styleExpression.expression;if(\"property\"===t.expressionContext&&\"text-font\"===t.propertyKey&&-1!==r.possibleOutputs().indexOf(void 0))return[new Mt(t.key,t.value,'Invalid data expression for \"'+t.propertyKey+'\". Output values must be contained as literals within the expression.')];if(\"property\"===t.expressionContext&&\"layout\"===t.propertyType&&!fe(r))return[new Mt(t.key,t.value,'\"feature-state\" data expressions are not supported with layout properties.')];if(\"filter\"===t.expressionContext&&!fe(r))return[new Mt(t.key,t.value,'\"feature-state\" data expressions are not supported with filters.')];if(t.expressionContext&&0===t.expressionContext.indexOf(\"cluster\")){if(!pe(r,[\"zoom\",\"feature-state\"]))return[new Mt(t.key,t.value,'\"zoom\" and \"feature-state\" expressions are not supported with cluster properties.')];if(\"cluster-initial\"===t.expressionContext&&!he(r))return[new Mt(t.key,t.value,\"Feature data expressions are not supported with initial expression part of cluster properties.\")]}return[]}function Or(t){var e=t.key,r=t.value,n=t.valueSpec,a=[];return Array.isArray(n.values)?-1===n.values.indexOf(Lt(r))&&a.push(new Mt(e,r,\"expected one of [\"+n.values.join(\", \")+\"], 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l=1;l<r.length;l++)o=o.concat(t({key:n+\"[\"+l+\"]\",value:r[l],style:e.style,styleSpec:e.styleSpec}));break;case\"has\":case\"!has\":a=fr(r[1]),2!==r.length?o.push(new Mt(n,r,'filter array for \"'+r[0]+'\" operator must have 2 elements')):\"string\"!==a&&o.push(new Mt(n+\"[1]\",r[1],\"string expected, \"+a+\" found\"))}return o}(t)}function qr(t,e){var r=t.key,n=t.style,a=t.styleSpec,i=t.value,o=t.objectKey,s=a[e+\"_\"+t.layerType];if(!s)return[];var l=o.match(/^(.*)-transition$/);if(\"paint\"===e&&l&&s[l[1]]&&s[l[1]].transition)return Kr({key:r,value:i,valueSpec:a.transition,style:n,styleSpec:a});var c,u=t.valueSpec||s[o];if(!u)return[new Mt(r,i,'unknown property \"'+o+'\"')];if(\"string\"===fr(i)&&cr(u)&&!u.tokens&&(c=/^{([^}]+)}$/.exec(i)))return[new Mt(r,i,'\"'+o+'\" does not support interpolation syntax\\nUse an identity property function instead: `{ \"type\": \"identity\", \"property\": '+JSON.stringify(c[1])+\" }`.\")];var 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this.int16[_+0]=e,this.int16[_+1]=r,this.int16[_+2]=n,this.int16[_+3]=a,this.int16[_+4]=i,this.int16[_+5]=o,this.uint16[_+6]=s,this.uint16[_+7]=l,this.uint16[_+8]=c,this.uint16[_+9]=u,this.uint16[_+10]=h,this.uint16[_+11]=f,this.uint16[_+12]=p,this.uint16[_+13]=d,this.uint16[_+14]=g,this.uint16[_+15]=v,this.uint16[_+16]=m,this.uint32[w+9]=y,this.float32[w+10]=x,this.float32[w+11]=b,t},e}(Xn);ca.prototype.bytesPerElement=48,pn(\"StructArrayLayout6i11ui1ul2f48\",ca);var ua=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return this.float32[r+0]=e,t},e}(Xn);ua.prototype.bytesPerElement=4,pn(\"StructArrayLayout1f4\",ua);var ha=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var a=3*t;return this.int16[a+0]=e,this.int16[a+1]=r,this.int16[a+2]=n,t},e}(Xn);ha.prototype.bytesPerElement=6,pn(\"StructArrayLayout3i6\",ha);var fa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var a=2*t,i=4*t;return this.uint32[a+0]=e,this.uint16[i+2]=r,this.uint16[i+3]=n,t},e}(Xn);fa.prototype.bytesPerElement=8,pn(\"StructArrayLayout1ul2ui8\",fa);var pa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var a=3*t;return this.uint16[a+0]=e,this.uint16[a+1]=r,this.uint16[a+2]=n,t},e}(Xn);pa.prototype.bytesPerElement=6,pn(\"StructArrayLayout3ui6\",pa);var da=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.uint16[n+0]=e,this.uint16[n+1]=r,t},e}(Xn);da.prototype.bytesPerElement=4,pn(\"StructArrayLayout2ui4\",da);var ga=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return 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this._structArray.uint16[this._pos2+9]},r.bucketIndex.set=function(t){this._structArray.uint16[this._pos2+9]=t},r.radius.get=function(){return this._structArray.int16[this._pos2+10]},r.radius.set=function(t){this._structArray.int16[this._pos2+10]=t},r.signedDistanceFromAnchor.get=function(){return this._structArray.int16[this._pos2+11]},r.signedDistanceFromAnchor.set=function(t){this._structArray.int16[this._pos2+11]=t},r.anchorPoint.get=function(){return new a(this.anchorPointX,this.anchorPointY)},Object.defineProperties(e.prototype,r),e}(Wn);ya.prototype.size=24;var xa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new ya(this,t)},e}(ia);pn(\"CollisionBoxArray\",xa);var ba=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var 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this._structArray.uint16[this._pos2+3]},r.numGlyphs.set=function(t){this._structArray.uint16[this._pos2+3]=t},r.vertexStartIndex.get=function(){return this._structArray.uint32[this._pos4+2]},r.vertexStartIndex.set=function(t){this._structArray.uint32[this._pos4+2]=t},r.lineStartIndex.get=function(){return this._structArray.uint32[this._pos4+3]},r.lineStartIndex.set=function(t){this._structArray.uint32[this._pos4+3]=t},r.lineLength.get=function(){return this._structArray.uint32[this._pos4+4]},r.lineLength.set=function(t){this._structArray.uint32[this._pos4+4]=t},r.segment.get=function(){return this._structArray.uint16[this._pos2+10]},r.segment.set=function(t){this._structArray.uint16[this._pos2+10]=t},r.lowerSize.get=function(){return this._structArray.uint16[this._pos2+11]},r.lowerSize.set=function(t){this._structArray.uint16[this._pos2+11]=t},r.upperSize.get=function(){return this._structArray.uint16[this._pos2+12]},r.upperSize.set=function(t){this._structArray.uint16[this._pos2+12]=t},r.lineOffsetX.get=function(){return this._structArray.float32[this._pos4+7]},r.lineOffsetX.set=function(t){this._structArray.float32[this._pos4+7]=t},r.lineOffsetY.get=function(){return this._structArray.float32[this._pos4+8]},r.lineOffsetY.set=function(t){this._structArray.float32[this._pos4+8]=t},r.writingMode.get=function(){return this._structArray.uint8[this._pos1+36]},r.writingMode.set=function(t){this._structArray.uint8[this._pos1+36]=t},r.placedOrientation.get=function(){return this._structArray.uint8[this._pos1+37]},r.placedOrientation.set=function(t){this._structArray.uint8[this._pos1+37]=t},r.hidden.get=function(){return this._structArray.uint8[this._pos1+38]},r.hidden.set=function(t){this._structArray.uint8[this._pos1+38]=t},r.crossTileID.get=function(){return 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za,this._bufferOffset=0};Ja.createDynamic=function(t,e,r){var n=new Ja,a=[];for(var i in t.paint._values)if(r(i)){var o=t.paint.get(i);if(o instanceof Fn&&cr(o.property.specification)){var s=Qa(i,t.type),l=o.property.specification.type,c=o.property.useIntegerZoom;if(\"cross-faded\"===o.property.specification[\"property-type\"]||\"cross-faded-data-driven\"===o.property.specification[\"property-type\"])if(\"constant\"===o.value.kind)n.binders[i]=new Ya(o.value.value,s,l),a.push(\"/u_\"+i);else{var u=$a(i,l,\"source\");n.binders[i]=new Za(o.value,s,l,c,e,u,t.id),a.push(\"/a_\"+i)}else if(\"constant\"===o.value.kind)n.binders[i]=new Ga(o.value.value,s,l),a.push(\"/u_\"+i);else if(\"source\"===o.value.kind){var h=$a(i,l,\"source\");n.binders[i]=new Wa(o.value,s,l,h),a.push(\"/a_\"+i)}else{var f=$a(i,l,\"composite\");n.binders[i]=new Xa(o.value,s,l,c,e,f),a.push(\"/z_\"+i)}}}return n.cacheKey=a.sort().join(\"\"),n},Ja.prototype.populatePaintArrays=function(t,e,r,n,a){for(var i in this.binders)this.binders[i].populatePaintArray(t,e,n,a);void 0!==e.id&&this._featureMap.add(+e.id,r,this._bufferOffset,t),this._bufferOffset=t},Ja.prototype.setConstantPatternPositions=function(t,e){for(var r in this.binders)this.binders[r].setConstantPatternPositions(t,e)},Ja.prototype.updatePaintArrays=function(t,e,r,n){var a=!1;for(var i in t)for(var o=0,s=this._featureMap.getPositions(+i);o<s.length;o+=1){var l=s[o],c=e.feature(l.index);for(var u in this.binders){var h=this.binders[u];if(!(h instanceof Ga||h instanceof Ya)&&!0===h.expression.isStateDependent){var f=r.paint.get(u);h.expression=f.value,h.updatePaintArray(l.start,l.end,c,t[i],n),a=!0}}}return a},Ja.prototype.defines=function(){var t=[];for(var e in this.binders)t.push.apply(t,this.binders[e].defines());return t},Ja.prototype.getPaintVertexBuffers=function(){return this._buffers},Ja.prototype.getUniforms=function(t,e){var r=[];for(var n in this.binders)for(var a=this.binders[n],i=0,o=a.uniformNames;i<o.length;i+=1){var s=o[i];if(e[s]){var l=a.getBinding(t,e[s]);r.push({name:s,property:n,binding:l})}}return r},Ja.prototype.setUniforms=function(t,e,r,n){for(var a=0,i=e;a<i.length;a+=1){var o=i[a],s=o.name,l=o.property,c=o.binding;this.binders[l].setUniforms(t,c,n,r.get(l),s)}},Ja.prototype.updatePatternPaintBuffers=function(t){var e=[];for(var r in this.binders){var n=this.binders[r];if(n instanceof Za){var a=2===t.fromScale?n.zoomInPaintVertexBuffer:n.zoomOutPaintVertexBuffer;a&&e.push(a)}else(n instanceof Wa||n instanceof Xa)&&n.paintVertexBuffer&&e.push(n.paintVertexBuffer)}this._buffers=e},Ja.prototype.upload=function(t){for(var e in this.binders)this.binders[e].upload(t);var r=[];for(var n in this.binders){var a=this.binders[n];(a instanceof Wa||a instanceof Xa)&&a.paintVertexBuffer&&r.push(a.paintVertexBuffer)}this._buffers=r},Ja.prototype.destroy=function(){for(var t in this.binders)this.binders[t].destroy()};var Ka=function(t,e,r,n){void 0===n&&(n=function(){return!0}),this.programConfigurations={};for(var a=0,i=e;a<i.length;a+=1){var o=i[a];this.programConfigurations[o.id]=Ja.createDynamic(o,r,n),this.programConfigurations[o.id].layoutAttributes=t}this.needsUpload=!1};function Qa(t,e){return{\"text-opacity\":[\"opacity\"],\"icon-opacity\":[\"opacity\"],\"text-color\":[\"fill_color\"],\"icon-color\":[\"fill_color\"],\"text-halo-color\":[\"halo_color\"],\"icon-halo-color\":[\"halo_color\"],\"text-halo-blur\":[\"halo_blur\"],\"icon-halo-blur\":[\"halo_blur\"],\"text-halo-width\":[\"halo_width\"],\"icon-halo-width\":[\"halo_width\"],\"line-gap-width\":[\"gapwidth\"],\"line-pattern\":[\"pattern_to\",\"pattern_from\"],\"fill-pattern\":[\"pattern_to\",\"pattern_from\"],\"fill-extrusion-pattern\":[\"pattern_to\",\"pattern_from\"]}[t]||[t.replace(e+\"-\",\"\").replace(/-/g,\"_\")]}function $a(t,e,r){var n={color:{source:va,composite:ma},number:{source:ua,composite:va}},a=function(t){return{\"line-pattern\":{source:ea,composite:ea},\"fill-pattern\":{source:ea,composite:ea},\"fill-extrusion-pattern\":{source:ea,composite:ea}}[t]}(t);return a&&a[r]||n[e][r]}Ka.prototype.populatePaintArrays=function(t,e,r,n,a){for(var i in this.programConfigurations)this.programConfigurations[i].populatePaintArrays(t,e,r,n,a);this.needsUpload=!0},Ka.prototype.updatePaintArrays=function(t,e,r,n){for(var a=0,i=r;a<i.length;a+=1){var o=i[a];this.needsUpload=this.programConfigurations[o.id].updatePaintArrays(t,e,o,n)||this.needsUpload}},Ka.prototype.get=function(t){return this.programConfigurations[t]},Ka.prototype.upload=function(t){if(this.needsUpload){for(var e in this.programConfigurations)this.programConfigurations[e].upload(t);this.needsUpload=!1}},Ka.prototype.destroy=function(){for(var t in this.programConfigurations)this.programConfigurations[t].destroy()},pn(\"ConstantBinder\",Ga),pn(\"CrossFadedConstantBinder\",Ya),pn(\"SourceExpressionBinder\",Wa),pn(\"CrossFadedCompositeBinder\",Za),pn(\"CompositeExpressionBinder\",Xa),pn(\"ProgramConfiguration\",Ja,{omit:[\"_buffers\"]}),pn(\"ProgramConfigurationSet\",Ka);var ti=8192,ei=(15,{min:-1*Math.pow(2,14),max:Math.pow(2,14)-1});function ri(t){for(var e=ti/t.extent,r=t.loadGeometry(),n=0;n<r.length;n++)for(var a=r[n],i=0;i<a.length;i++){var o=a[i];o.x=Math.round(o.x*e),o.y=Math.round(o.y*e),(o.x<ei.min||o.x>ei.max||o.y<ei.min||o.y>ei.max)&&(w(\"Geometry exceeds allowed extent, reduce your vector tile buffer size\"),o.x=c(o.x,ei.min,ei.max),o.y=c(o.y,ei.min,ei.max))}return r}function ni(t,e,r,n,a){t.emplaceBack(2*e+(n+1)/2,2*r+(a+1)/2)}var ai=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map(function(t){return t.id}),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new Kn,this.indexArray=new pa,this.segments=new Pa,this.programConfigurations=new Ka(Ca,t.layers,t.zoom),this.stateDependentLayerIds=this.layers.filter(function(t){return t.isStateDependent()}).map(function(t){return t.id})};function ii(t,e){for(var r=0;r<t.length;r++)if(di(e,t[r]))return!0;for(var n=0;n<e.length;n++)if(di(t,e[n]))return!0;return!!ci(t,e)}function oi(t,e,r){return!!di(t,e)||!!hi(e,t,r)}function si(t,e){if(1===t.length)return pi(e,t[0]);for(var r=0;r<e.length;r++)for(var n=e[r],a=0;a<n.length;a++)if(di(t,n[a]))return!0;for(var i=0;i<t.length;i++)if(pi(e,t[i]))return!0;for(var o=0;o<e.length;o++)if(ci(t,e[o]))return!0;return!1}function li(t,e,r){if(t.length>1){if(ci(t,e))return!0;for(var n=0;n<e.length;n++)if(hi(e[n],t,r))return!0}for(var a=0;a<t.length;a++)if(hi(t[a],e,r))return!0;return!1}function ci(t,e){if(0===t.length||0===e.length)return!1;for(var r=0;r<t.length-1;r++)for(var n=t[r],a=t[r+1],i=0;i<e.length-1;i++)if(ui(n,a,e[i],e[i+1]))return!0;return!1}function ui(t,e,r,n){return k(t,r,n)!==k(e,r,n)&&k(t,e,r)!==k(t,e,n)}function hi(t,e,r){var n=r*r;if(1===e.length)return t.distSqr(e[0])<n;for(var a=1;a<e.length;a++)if(fi(t,e[a-1],e[a])<n)return!0;return!1}function fi(t,e,r){var n=e.distSqr(r);if(0===n)return t.distSqr(e);var a=((t.x-e.x)*(r.x-e.x)+(t.y-e.y)*(r.y-e.y))/n;return a<0?t.distSqr(e):a>1?t.distSqr(r):t.distSqr(r.sub(e)._mult(a)._add(e))}function pi(t,e){for(var r,n,a,i=!1,o=0;o<t.length;o++)for(var s=0,l=(r=t[o]).length-1;s<r.length;l=s++)n=r[s],a=r[l],n.y>e.y!=a.y>e.y&&e.x<(a.x-n.x)*(e.y-n.y)/(a.y-n.y)+n.x&&(i=!i);return i}function di(t,e){for(var r=!1,n=0,a=t.length-1;n<t.length;a=n++){var i=t[n],o=t[a];i.y>e.y!=o.y>e.y&&e.x<(o.x-i.x)*(e.y-i.y)/(o.y-i.y)+i.x&&(r=!r)}return r}function gi(t,e,r){var n=r[0],a=r[2];if(t.x<n.x&&e.x<n.x||t.x>a.x&&e.x>a.x||t.y<n.y&&e.y<n.y||t.y>a.y&&e.y>a.y)return!1;var i=k(t,e,r[0]);return i!==k(t,e,r[1])||i!==k(t,e,r[2])||i!==k(t,e,r[3])}function vi(t,e,r){var n=e.paint.get(t).value;return\"constant\"===n.kind?n.value:r.programConfigurations.get(e.id).binders[t].maxValue}function mi(t){return Math.sqrt(t[0]*t[0]+t[1]*t[1])}function yi(t,e,r,n,i){if(!e[0]&&!e[1])return t;var o=a.convert(e)._mult(i);\"viewport\"===r&&o._rotate(-n);for(var s=[],l=0;l<t.length;l++){var c=t[l];s.push(c.sub(o))}return s}ai.prototype.populate=function(t,e){var r=this.layers[0],n=[],a=null;\"circle\"===r.type&&(a=r.layout.get(\"circle-sort-key\"));for(var i=0,o=t;i<o.length;i+=1){var s=o[i],l=s.feature,c=s.index,u=s.sourceLayerIndex;if(this.layers[0]._featureFilter(new Cn(this.zoom),l)){var h=ri(l),f=a?a.evaluate(l,{}):void 0,p={id:l.id,properties:l.properties,type:l.type,sourceLayerIndex:u,index:c,geometry:h,patterns:{},sortKey:f};n.push(p)}}a&&n.sort(function(t,e){return t.sortKey-e.sortKey});for(var d=0,g=n;d<g.length;d+=1){var v=g[d],m=v,y=m.geometry,x=m.index,b=m.sourceLayerIndex,_=t[x].feature;this.addFeature(v,y,x),e.featureIndex.insert(_,y,x,b,this.index)}},ai.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},ai.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},ai.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},ai.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Ca),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},ai.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},ai.prototype.addFeature=function(t,e,r){for(var n=0,a=e;n<a.length;n+=1)for(var i=0,o=a[n];i<o.length;i+=1){var s=o[i],l=s.x,c=s.y;if(!(l<0||l>=ti||c<0||c>=ti)){var u=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray,t.sortKey),h=u.vertexLength;ni(this.layoutVertexArray,l,c,-1,-1),ni(this.layoutVertexArray,l,c,1,-1),ni(this.layoutVertexArray,l,c,1,1),ni(this.layoutVertexArray,l,c,-1,1),this.indexArray.emplaceBack(h,h+1,h+2),this.indexArray.emplaceBack(h,h+3,h+2),u.vertexLength+=4,u.primitiveLength+=2}}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,{})},pn(\"CircleBucket\",ai,{omit:[\"layers\"]});var xi,bi=new Hn({\"circle-sort-key\":new jn(Tt.layout_circle[\"circle-sort-key\"])}),_i={paint:new Hn({\"circle-radius\":new jn(Tt.paint_circle[\"circle-radius\"]),\"circle-color\":new jn(Tt.paint_circle[\"circle-color\"]),\"circle-blur\":new jn(Tt.paint_circle[\"circle-blur\"]),\"circle-opacity\":new jn(Tt.paint_circle[\"circle-opacity\"]),\"circle-translate\":new Nn(Tt.paint_circle[\"circle-translate\"]),\"circle-translate-anchor\":new Nn(Tt.paint_circle[\"circle-translate-anchor\"]),\"circle-pitch-scale\":new Nn(Tt.paint_circle[\"circle-pitch-scale\"]),\"circle-pitch-alignment\":new Nn(Tt.paint_circle[\"circle-pitch-alignment\"]),\"circle-stroke-width\":new jn(Tt.paint_circle[\"circle-stroke-width\"]),\"circle-stroke-color\":new jn(Tt.paint_circle[\"circle-stroke-color\"]),\"circle-stroke-opacity\":new jn(Tt.paint_circle[\"circle-stroke-opacity\"])}),layout:bi},wi=\"undefined\"!=typeof Float32Array?Float32Array:Array;function ki(t,e,r){var n=e[0],a=e[1],i=e[2],o=e[3];return t[0]=r[0]*n+r[4]*a+r[8]*i+r[12]*o,t[1]=r[1]*n+r[5]*a+r[9]*i+r[13]*o,t[2]=r[2]*n+r[6]*a+r[10]*i+r[14]*o,t[3]=r[3]*n+r[7]*a+r[11]*i+r[15]*o,t}Math.hypot||(Math.hypot=function(){for(var t=arguments,e=0,r=arguments.length;r--;)e+=t[r]*t[r];return Math.sqrt(e)}),xi=new wi(3),wi!=Float32Array&&(xi[0]=0,xi[1]=0,xi[2]=0),function(){var t=new wi(4);wi!=Float32Array&&(t[0]=0,t[1]=0,t[2]=0,t[3]=0)}();var Ti=function(t){function e(e){t.call(this,e,_i)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.createBucket=function(t){return new ai(t)},e.prototype.queryRadius=function(t){var e=t;return vi(\"circle-radius\",this,e)+vi(\"circle-stroke-width\",this,e)+mi(this.paint.get(\"circle-translate\"))},e.prototype.queryIntersectsFeature=function(t,e,r,n,a,i,o,s){for(var l=yi(t,this.paint.get(\"circle-translate\"),this.paint.get(\"circle-translate-anchor\"),i.angle,o),c=this.paint.get(\"circle-radius\").evaluate(e,r)+this.paint.get(\"circle-stroke-width\").evaluate(e,r),u=\"map\"===this.paint.get(\"circle-pitch-alignment\"),h=u?l:function(t,e){return l.map(function(t){return Mi(t,e)})}(0,s),f=u?c*o:c,p=0,d=n;p<d.length;p+=1)for(var g=0,v=d[p];g<v.length;g+=1){var m=v[g],y=u?m:Mi(m,s),x=f,b=ki([],[m.x,m.y,0,1],s);if(\"viewport\"===this.paint.get(\"circle-pitch-scale\")&&\"map\"===this.paint.get(\"circle-pitch-alignment\")?x*=b[3]/i.cameraToCenterDistance:\"map\"===this.paint.get(\"circle-pitch-scale\")&&\"viewport\"===this.paint.get(\"circle-pitch-alignment\")&&(x*=i.cameraToCenterDistance/b[3]),oi(h,y,x))return!0}return!1},e}(Gn);function Mi(t,e){var r=ki([],[t.x,t.y,0,1],e);return new a(r[0]/r[3],r[1]/r[3])}var Ai=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(ai);function Si(t,e,r,n){var a=e.width,i=e.height;if(n){if(n instanceof Uint8ClampedArray)n=new Uint8Array(n.buffer);else if(n.length!==a*i*r)throw new RangeError(\"mismatched image size\")}else n=new Uint8Array(a*i*r);return t.width=a,t.height=i,t.data=n,t}function Ei(t,e,r){var n=e.width,a=e.height;if(n!==t.width||a!==t.height){var i=Si({},{width:n,height:a},r);Li(t,i,{x:0,y:0},{x:0,y:0},{width:Math.min(t.width,n),height:Math.min(t.height,a)},r),t.width=n,t.height=a,t.data=i.data}}function Li(t,e,r,n,a,i){if(0===a.width||0===a.height)return e;if(a.width>t.width||a.height>t.height||r.x>t.width-a.width||r.y>t.height-a.height)throw new RangeError(\"out of range source coordinates for image copy\");if(a.width>e.width||a.height>e.height||n.x>e.width-a.width||n.y>e.height-a.height)throw new RangeError(\"out of range destination coordinates for image copy\");for(var o=t.data,s=e.data,l=0;l<a.height;l++)for(var c=((r.y+l)*t.width+r.x)*i,u=((n.y+l)*e.width+n.x)*i,h=0;h<a.width*i;h++)s[u+h]=o[c+h];return e}pn(\"HeatmapBucket\",Ai,{omit:[\"layers\"]});var Ci=function(t,e){Si(this,t,1,e)};Ci.prototype.resize=function(t){Ei(this,t,1)},Ci.prototype.clone=function(){return new Ci({width:this.width,height:this.height},new Uint8Array(this.data))},Ci.copy=function(t,e,r,n,a){Li(t,e,r,n,a,1)};var Pi=function(t,e){Si(this,t,4,e)};Pi.prototype.resize=function(t){Ei(this,t,4)},Pi.prototype.replace=function(t,e){e?this.data.set(t):t instanceof Uint8ClampedArray?this.data=new Uint8Array(t.buffer):this.data=t},Pi.prototype.clone=function(){return new Pi({width:this.width,height:this.height},new Uint8Array(this.data))},Pi.copy=function(t,e,r,n,a){Li(t,e,r,n,a,4)},pn(\"AlphaImage\",Ci),pn(\"RGBAImage\",Pi);var Oi={paint:new Hn({\"heatmap-radius\":new jn(Tt.paint_heatmap[\"heatmap-radius\"]),\"heatmap-weight\":new jn(Tt.paint_heatmap[\"heatmap-weight\"]),\"heatmap-intensity\":new Nn(Tt.paint_heatmap[\"heatmap-intensity\"]),\"heatmap-color\":new qn(Tt.paint_heatmap[\"heatmap-color\"]),\"heatmap-opacity\":new Nn(Tt.paint_heatmap[\"heatmap-opacity\"])})};function zi(t,e){for(var r=new Uint8Array(1024),n={},a=0,i=0;a<256;a++,i+=4){n[e]=a/255;var o=t.evaluate(n);r[i+0]=Math.floor(255*o.r/o.a),r[i+1]=Math.floor(255*o.g/o.a),r[i+2]=Math.floor(255*o.b/o.a),r[i+3]=Math.floor(255*o.a)}return new 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c=t.readVarint();n=7&c,i=c>>3}if(i--,1===n||2===n)o+=t.readSVarint(),s+=t.readSVarint(),1===n&&(e&&l.push(e),e=[]),e.push(new a(o,s));else{if(7!==n)throw new Error(\"unknown command \"+n);e&&e.push(e[0].clone())}}return e&&l.push(e),l},Ao.prototype.bbox=function(){var t=this._pbf;t.pos=this._geometry;for(var e=t.readVarint()+t.pos,r=1,n=0,a=0,i=0,o=1/0,s=-1/0,l=1/0,c=-1/0;t.pos<e;){if(n<=0){var u=t.readVarint();r=7&u,n=u>>3}if(n--,1===r||2===r)(a+=t.readSVarint())<o&&(o=a),a>s&&(s=a),(i+=t.readSVarint())<l&&(l=i),i>c&&(c=i);else if(7!==r)throw new Error(\"unknown command \"+r)}return[o,l,s,c]},Ao.prototype.toGeoJSON=function(t,e,r){var n,a,i=this.extent*Math.pow(2,r),o=this.extent*t,s=this.extent*e,l=this.loadGeometry(),c=Ao.types[this.type];function u(t){for(var e=0;e<t.length;e++){var r=t[e],n=180-360*(r.y+s)/i;t[e]=[360*(r.x+o)/i-180,360/Math.PI*Math.atan(Math.exp(n*Math.PI/180))-90]}}switch(this.type){case 1:var h=[];for(n=0;n<l.length;n++)h[n]=l[n][0];u(l=h);break;case 2:for(n=0;n<l.length;n++)u(l[n]);break;case 3:for(l=function(t){var e=t.length;if(e<=1)return[t];for(var r,n,a=[],i=0;i<e;i++){var o=Eo(t[i]);0!==o&&(void 0===n&&(n=o<0),n===o<0?(r&&a.push(r),r=[t[i]]):r.push(t[i]))}return r&&a.push(r),a}(l),n=0;n<l.length;n++)for(a=0;a<l[n].length;a++)u(l[n][a])}1===l.length?l=l[0]:c=\"Multi\"+c;var f={type:\"Feature\",geometry:{type:c,coordinates:l},properties:this.properties};return\"id\"in this&&(f.id=this.id),f};var Lo=Co;function Co(t,e){this.version=1,this.name=null,this.extent=4096,this.length=0,this._pbf=t,this._keys=[],this._values=[],this._features=[],t.readFields(Po,this,e),this.length=this._features.length}function Po(t,e,r){15===t?e.version=r.readVarint():1===t?e.name=r.readString():5===t?e.extent=r.readVarint():2===t?e._features.push(r.pos):3===t?e._keys.push(r.readString()):4===t&&e._values.push(function(t){for(var e=null,r=t.readVarint()+t.pos;t.pos<r;){var n=t.readVarint()>>3;e=1===n?t.readString():2===n?t.readFloat():3===n?t.readDouble():4===n?t.readVarint64():5===n?t.readVarint():6===n?t.readSVarint():7===n?t.readBoolean():null}return e}(r))}function Oo(t,e,r){if(3===t){var n=new Lo(r,r.readVarint()+r.pos);n.length&&(e[n.name]=n)}}Co.prototype.feature=function(t){if(t<0||t>=this._features.length)throw new Error(\"feature index out of bounds\");this._pbf.pos=this._features[t];var e=this._pbf.readVarint()+this._pbf.pos;return new Mo(this._pbf,e,this.extent,this._keys,this._values)};var zo={VectorTile:function(t,e){this.layers=t.readFields(Oo,{},e)},VectorTileFeature:Mo,VectorTileLayer:Lo},Io=zo.VectorTileFeature.types,Do=Math.pow(2,13);function Ro(t,e,r,n,a,i,o,s){t.emplaceBack(e,r,2*Math.floor(n*Do)+o,a*Do*2,i*Do*2,Math.round(s))}var Fo=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map(function(t){return t.id}),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new $n,this.indexArray=new pa,this.programConfigurations=new Ka(To,t.layers,t.zoom),this.segments=new Pa,this.stateDependentLayerIds=this.layers.filter(function(t){return t.isStateDependent()}).map(function(t){return t.id})};function Bo(t,e){return t.x===e.x&&(t.x<0||t.x>ti)||t.y===e.y&&(t.y<0||t.y>ti)}function No(t){return t.every(function(t){return t.x<0})||t.every(function(t){return t.x>ti})||t.every(function(t){return t.y<0})||t.every(function(t){return t.y>ti})}Fo.prototype.populate=function(t,e){this.features=[],this.hasPattern=yo(\"fill-extrusion\",this.layers,e);for(var r=0,n=t;r<n.length;r+=1){var a=n[r],i=a.feature,o=a.index,s=a.sourceLayerIndex;if(this.layers[0]._featureFilter(new Cn(this.zoom),i)){var l=ri(i),c={sourceLayerIndex:s,index:o,geometry:l,properties:i.properties,type:i.type,patterns:{}};void 0!==i.id&&(c.id=i.id),this.hasPattern?this.features.push(xo(\"fill-extrusion\",this.layers,c,this.zoom,e)):this.addFeature(c,l,o,{}),e.featureIndex.insert(i,l,o,s,this.index,!0)}}},Fo.prototype.addFeatures=function(t,e){for(var r=0,n=this.features;r<n.length;r+=1){var a=n[r],i=a.geometry;this.addFeature(a,i,a.index,e)}},Fo.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},Fo.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},Fo.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},Fo.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,To),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},Fo.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},Fo.prototype.addFeature=function(t,e,r,n){for(var a=0,i=vo(e,500);a<i.length;a+=1){for(var o=i[a],s=0,l=0,c=o;l<c.length;l+=1)s+=c[l].length;for(var u=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray),h=0,f=o;h<f.length;h+=1){var p=f[h];if(0!==p.length&&!No(p))for(var d=0,g=0;g<p.length;g++){var v=p[g];if(g>=1){var m=p[g-1];if(!Bo(v,m)){u.vertexLength+4>Pa.MAX_VERTEX_ARRAY_LENGTH&&(u=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray));var y=v.sub(m)._perp()._unit(),x=m.dist(v);d+x>32768&&(d=0),Ro(this.layoutVertexArray,v.x,v.y,y.x,y.y,0,0,d),Ro(this.layoutVertexArray,v.x,v.y,y.x,y.y,0,1,d),d+=x,Ro(this.layoutVertexArray,m.x,m.y,y.x,y.y,0,0,d),Ro(this.layoutVertexArray,m.x,m.y,y.x,y.y,0,1,d);var b=u.vertexLength;this.indexArray.emplaceBack(b,b+2,b+1),this.indexArray.emplaceBack(b+1,b+2,b+3),u.vertexLength+=4,u.primitiveLength+=2}}}}if(u.vertexLength+s>Pa.MAX_VERTEX_ARRAY_LENGTH&&(u=this.segments.prepareSegment(s,this.layoutVertexArray,this.indexArray)),\"Polygon\"===Io[t.type]){for(var _=[],w=[],k=u.vertexLength,T=0,M=o;T<M.length;T+=1){var A=M[T];if(0!==A.length){A!==o[0]&&w.push(_.length/2);for(var S=0;S<A.length;S++){var E=A[S];Ro(this.layoutVertexArray,E.x,E.y,0,0,1,1,0),_.push(E.x),_.push(E.y)}}}for(var L=Bi(_,w),C=0;C<L.length;C+=3)this.indexArray.emplaceBack(k+L[C],k+L[C+2],k+L[C+1]);u.primitiveLength+=L.length/3,u.vertexLength+=s}}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,n)},pn(\"FillExtrusionBucket\",Fo,{omit:[\"layers\",\"features\"]});var jo={paint:new Hn({\"fill-extrusion-opacity\":new Nn(Tt[\"paint_fill-extrusion\"][\"fill-extrusion-opacity\"]),\"fill-extrusion-color\":new jn(Tt[\"paint_fill-extrusion\"][\"fill-extrusion-color\"]),\"fill-extrusion-translate\":new Nn(Tt[\"paint_fill-extrusion\"][\"fill-extrusion-translate\"]),\"fill-extrusion-translate-anchor\":new Nn(Tt[\"paint_fill-extrusion\"][\"fill-extrusion-translate-anchor\"]),\"fill-extrusion-pattern\":new Vn(Tt[\"paint_fill-extrusion\"][\"fill-extrusion-pattern\"]),\"fill-extrusion-height\":new jn(Tt[\"paint_fill-extrusion\"][\"fill-extrusion-height\"]),\"fill-extrusion-base\":new jn(Tt[\"paint_fill-extrusion\"][\"fill-extrusion-base\"]),\"fill-extrusion-vertical-gradient\":new Nn(Tt[\"paint_fill-extrusion\"][\"fill-extrusion-vertical-gradient\"])})},Vo=function(t){function e(e){t.call(this,e,jo)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.createBucket=function(t){return new Fo(t)},e.prototype.queryRadius=function(){return mi(this.paint.get(\"fill-extrusion-translate\"))},e.prototype.is3D=function(){return!0},e.prototype.queryIntersectsFeature=function(t,e,r,n,i,o,s,l){var c=yi(t,this.paint.get(\"fill-extrusion-translate\"),this.paint.get(\"fill-extrusion-translate-anchor\"),o.angle,s),u=this.paint.get(\"fill-extrusion-height\").evaluate(e,r),h=this.paint.get(\"fill-extrusion-base\").evaluate(e,r),f=function(t,e,r,n){for(var i=[],o=0,s=t;o<s.length;o+=1){var l=s[o],c=[l.x,l.y,0,1];ki(c,c,e),i.push(new a(c[0]/c[3],c[1]/c[3]))}return i}(c,l),p=function(t,e,r,n){for(var i=[],o=[],s=n[8]*e,l=n[9]*e,c=n[10]*e,u=n[11]*e,h=n[8]*r,f=n[9]*r,p=n[10]*r,d=n[11]*r,g=0,v=t;g<v.length;g+=1){for(var m=[],y=[],x=0,b=v[g];x<b.length;x+=1){var _=b[x],w=_.x,k=_.y,T=n[0]*w+n[4]*k+n[12],M=n[1]*w+n[5]*k+n[13],A=n[2]*w+n[6]*k+n[14],S=n[3]*w+n[7]*k+n[15],E=A+c,L=S+u,C=T+h,P=M+f,O=A+p,z=S+d,I=new a((T+s)/L,(M+l)/L);I.z=E/L,m.push(I);var D=new a(C/z,P/z);D.z=O/z,y.push(D)}i.push(m),o.push(y)}return[i,o]}(n,h,u,l);return function(t,e,r){var n=1/0;si(r,e)&&(n=qo(r,e[0]));for(var a=0;a<e.length;a++)for(var i=e[a],o=t[a],s=0;s<i.length-1;s++){var l=i[s],c=i[s+1],u=o[s],h=[l,c,o[s+1],u,l];ii(r,h)&&(n=Math.min(n,qo(r,h)))}return n!==1/0&&n}(p[0],p[1],f)},e}(Gn);function Uo(t,e){return t.x*e.x+t.y*e.y}function qo(t,e){if(1===t.length){var r=e[0],n=e[1],a=e[3],i=t[0],o=n.sub(r),s=a.sub(r),l=i.sub(r),c=Uo(o,o),u=Uo(o,s),h=Uo(s,s),f=Uo(l,o),p=Uo(l,s),d=c*h-u*u,g=(h*f-u*p)/d,v=(c*p-u*f)/d,m=1-g-v;return r.z*m+n.z*g+a.z*v}for(var y=1/0,x=0,b=e;x<b.length;x+=1){var _=b[x];y=Math.min(y,_.z)}return y}var Ho=Zn([{name:\"a_pos_normal\",components:2,type:\"Int16\"},{name:\"a_data\",components:4,type:\"Uint8\"}],4).members,Go=zo.VectorTileFeature.types,Yo=Math.cos(Math.PI/180*37.5),Wo=Math.pow(2,14)/.5,Xo=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map(function(t){return t.id}),this.index=t.index,this.hasPattern=!1,this.patternFeatures=[],this.layoutVertexArray=new ta,this.indexArray=new pa,this.programConfigurations=new Ka(Ho,t.layers,t.zoom),this.segments=new Pa,this.stateDependentLayerIds=this.layers.filter(function(t){return t.isStateDependent()}).map(function(t){return t.id})};Xo.prototype.populate=function(t,e){this.hasPattern=yo(\"line\",this.layers,e);for(var r=this.layers[0].layout.get(\"line-sort-key\"),n=[],a=0,i=t;a<i.length;a+=1){var o=i[a],s=o.feature,l=o.index,c=o.sourceLayerIndex;if(this.layers[0]._featureFilter(new Cn(this.zoom),s)){var u=ri(s),h=r?r.evaluate(s,{}):void 0,f={id:s.id,properties:s.properties,type:s.type,sourceLayerIndex:c,index:l,geometry:u,patterns:{},sortKey:h};n.push(f)}}r&&n.sort(function(t,e){return t.sortKey-e.sortKey});for(var p=0,d=n;p<d.length;p+=1){var g=d[p],v=g,m=v.geometry,y=v.index,x=v.sourceLayerIndex;if(this.hasPattern){var b=xo(\"line\",this.layers,g,this.zoom,e);this.patternFeatures.push(b)}else this.addFeature(g,m,y,{});var _=t[y].feature;e.featureIndex.insert(_,m,y,x,this.index)}},Xo.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},Xo.prototype.addFeatures=function(t,e){for(var r=0,n=this.patternFeatures;r<n.length;r+=1){var a=n[r];this.addFeature(a,a.geometry,a.index,e)}},Xo.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},Xo.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},Xo.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Ho),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},Xo.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},Xo.prototype.addFeature=function(t,e,r,n){for(var a=this.layers[0].layout,i=a.get(\"line-join\").evaluate(t,{}),o=a.get(\"line-cap\"),s=a.get(\"line-miter-limit\"),l=a.get(\"line-round-limit\"),c=0,u=e;c<u.length;c+=1){var h=u[c];this.addLine(h,t,i,o,s,l,r,n)}},Xo.prototype.addLine=function(t,e,r,n,a,i,o,s){if(this.distance=0,this.scaledDistance=0,this.totalDistance=0,e.properties&&e.properties.hasOwnProperty(\"mapbox_clip_start\")&&e.properties.hasOwnProperty(\"mapbox_clip_end\")){this.clipStart=+e.properties.mapbox_clip_start,this.clipEnd=+e.properties.mapbox_clip_end;for(var l=0;l<t.length-1;l++)this.totalDistance+=t[l].dist(t[l+1])}for(var c=\"Polygon\"===Go[e.type],u=t.length;u>=2&&t[u-1].equals(t[u-2]);)u--;for(var h=0;h<u-1&&t[h].equals(t[h+1]);)h++;if(!(u<(c?3:2))){\"bevel\"===r&&(a=1.05);var f,p=ti/(512*this.overscaling)*15,d=this.segments.prepareSegment(10*u,this.layoutVertexArray,this.indexArray),g=void 0,v=void 0,m=void 0,y=void 0;this.e1=this.e2=-1,c&&(f=t[u-2],y=t[h].sub(f)._unit()._perp());for(var x=h;x<u;x++)if(!(v=c&&x===u-1?t[h+1]:t[x+1])||!t[x].equals(v)){y&&(m=y),f&&(g=f),f=t[x],y=v?v.sub(f)._unit()._perp():m;var b=(m=m||y).add(y);0===b.x&&0===b.y||b._unit();var _=m.x*y.x+m.y*y.y,w=b.x*y.x+b.y*y.y,k=0!==w?1/w:1/0,T=2*Math.sqrt(2-2*w),M=w<Yo&&g&&v,A=m.x*y.y-m.y*y.x>0;if(M&&x>h){var S=f.dist(g);if(S>2*p){var E=f.sub(f.sub(g)._mult(p/S)._round());this.updateDistance(g,E),this.addCurrentVertex(E,m,0,0,d),g=E}}var L=g&&v,C=L?r:c?\"butt\":n;if(L&&\"round\"===C&&(k<i?C=\"miter\":k<=2&&(C=\"fakeround\")),\"miter\"===C&&k>a&&(C=\"bevel\"),\"bevel\"===C&&(k>2&&(C=\"flipbevel\"),k<a&&(C=\"miter\")),g&&this.updateDistance(g,f),\"miter\"===C)b._mult(k),this.addCurrentVertex(f,b,0,0,d);else if(\"flipbevel\"===C){if(k>100)b=y.mult(-1);else{var P=k*m.add(y).mag()/m.sub(y).mag();b._perp()._mult(P*(A?-1:1))}this.addCurrentVertex(f,b,0,0,d),this.addCurrentVertex(f,b.mult(-1),0,0,d)}else if(\"bevel\"===C||\"fakeround\"===C){var O=-Math.sqrt(k*k-1),z=A?O:0,I=A?0:O;if(g&&this.addCurrentVertex(f,m,z,I,d),\"fakeround\"===C)for(var D=Math.round(180*T/Math.PI/20),R=1;R<D;R++){var F=R/D;if(.5!==F){var B=F-.5;F+=F*B*(F-1)*((1.0904+_*(_*(3.55645-1.43519*_)-3.2452))*B*B+(.848013+_*(.215638*_-1.06021)))}var N=y.sub(m)._mult(F)._add(m)._unit()._mult(A?-1:1);this.addHalfVertex(f,N.x,N.y,!1,A,0,d)}v&&this.addCurrentVertex(f,y,-z,-I,d)}else if(\"butt\"===C)this.addCurrentVertex(f,b,0,0,d);else if(\"square\"===C){var j=g?1:-1;this.addCurrentVertex(f,b,j,j,d)}else\"round\"===C&&(g&&(this.addCurrentVertex(f,m,0,0,d),this.addCurrentVertex(f,m,1,1,d,!0)),v&&(this.addCurrentVertex(f,y,-1,-1,d,!0),this.addCurrentVertex(f,y,0,0,d)));if(M&&x<u-1){var V=f.dist(v);if(V>2*p){var U=f.add(v.sub(f)._mult(p/V)._round());this.updateDistance(f,U),this.addCurrentVertex(U,y,0,0,d),f=U}}}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,e,o,s)}},Xo.prototype.addCurrentVertex=function(t,e,r,n,a,i){void 0===i&&(i=!1);var o=e.x+e.y*r,s=e.y-e.x*r,l=-e.x+e.y*n,c=-e.y-e.x*n;this.addHalfVertex(t,o,s,i,!1,r,a),this.addHalfVertex(t,l,c,i,!0,-n,a),this.distance>Wo/2&&0===this.totalDistance&&(this.distance=0,this.addCurrentVertex(t,e,r,n,a,i))},Xo.prototype.addHalfVertex=function(t,e,r,n,a,i,o){var s=t.x,l=t.y,c=.5*this.scaledDistance;this.layoutVertexArray.emplaceBack((s<<1)+(n?1:0),(l<<1)+(a?1:0),Math.round(63*e)+128,Math.round(63*r)+128,1+(0===i?0:i<0?-1:1)|(63&c)<<2,c>>6);var u=o.vertexLength++;this.e1>=0&&this.e2>=0&&(this.indexArray.emplaceBack(this.e1,this.e2,u),o.primitiveLength++),a?this.e2=u:this.e1=u},Xo.prototype.updateDistance=function(t,e){this.distance+=t.dist(e),this.scaledDistance=this.totalDistance>0?(this.clipStart+(this.clipEnd-this.clipStart)*this.distance/this.totalDistance)*(Wo-1):this.distance},pn(\"LineBucket\",Xo,{omit:[\"layers\",\"patternFeatures\"]});var Zo=new Hn({\"line-cap\":new Nn(Tt.layout_line[\"line-cap\"]),\"line-join\":new jn(Tt.layout_line[\"line-join\"]),\"line-miter-limit\":new Nn(Tt.layout_line[\"line-miter-limit\"]),\"line-round-limit\":new Nn(Tt.layout_line[\"line-round-limit\"]),\"line-sort-key\":new jn(Tt.layout_line[\"line-sort-key\"])}),Jo={paint:new Hn({\"line-opacity\":new jn(Tt.paint_line[\"line-opacity\"]),\"line-color\":new jn(Tt.paint_line[\"line-color\"]),\"line-translate\":new Nn(Tt.paint_line[\"line-translate\"]),\"line-translate-anchor\":new Nn(Tt.paint_line[\"line-translate-anchor\"]),\"line-width\":new jn(Tt.paint_line[\"line-width\"]),\"line-gap-width\":new jn(Tt.paint_line[\"line-gap-width\"]),\"line-offset\":new jn(Tt.paint_line[\"line-offset\"]),\"line-blur\":new jn(Tt.paint_line[\"line-blur\"]),\"line-dasharray\":new Un(Tt.paint_line[\"line-dasharray\"]),\"line-pattern\":new Vn(Tt.paint_line[\"line-pattern\"]),\"line-gradient\":new qn(Tt.paint_line[\"line-gradient\"])}),layout:Zo},Ko=new(function(t){function e(){t.apply(this,arguments)}return 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is(t,e,r){return t.sections.forEach(function(t){t.text=function(t,e,r){var 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us(t,e,r,n,a,i,o,s,l,c,u){var h,f=cs.fromFeature(t,r);c===ls.vertical&&f.verticalizePunctuation();var p=Ln.processBidirectionalText,d=Ln.processStyledBidirectionalText;if(p&&1===f.sections.length){h=[];for(var g=0,v=p(f.toString(),vs(f,s,n,e));g<v.length;g+=1){var m=v[g],y=new cs;y.text=m,y.sections=f.sections;for(var x=0;x<m.length;x++)y.sectionIndex.push(0);h.push(y)}}else if(d){h=[];for(var b=0,_=d(f.text,f.sectionIndex,vs(f,s,n,e));b<_.length;b+=1){var w=_[b],k=new cs;k.text=w[0],k.sectionIndex=w[1],k.sections=f.sections,h.push(k)}}else h=function(t,e){for(var r=[],n=t.text,a=0,i=0,o=e;i<o.length;i+=1){var s=o[i];r.push(t.substring(a,s)),a=s}return a<n.length&&r.push(t.substring(a,n.length)),r}(f,vs(f,s,n,e));var T=[],M={positionedGlyphs:T,text:f.toString(),top:l[1],bottom:l[1],left:l[0],right:l[0],writingMode:c,lineCount:h.length,yOffset:-17};return function(t,e,r,n,a,i,o,s,l){for(var c=0,u=t.yOffset,h=0,f=t.positionedGlyphs,p=\"right\"===i?1:\"left\"===i?0:.5,d=0,g=r;d<g.length;d+=1){var v=g[d];v.trim();var m=v.getMaxScale();if(v.length()){for(var y=f.length,x=0;x<v.length();x++){var b=v.getSection(x),_=v.getSectionIndex(x),w=v.getCharCode(x),k=24*(m-b.scale),T=e[b.fontStack],M=T&&T[w];M&&(o===ls.horizontal||!l&&!_n(w)||l&&(hs[w]||(S=w,yn.Arabic(S)||yn[\"Arabic Supplement\"](S)||yn[\"Arabic Extended-A\"](S)||yn[\"Arabic Presentation Forms-A\"](S)||yn[\"Arabic Presentation Forms-B\"](S)))?(f.push({glyph:w,x:c,y:u+k,vertical:!1,scale:b.scale,fontStack:b.fontStack,sectionIndex:_}),c+=M.metrics.advance*b.scale+s):(f.push({glyph:w,x:c,y:u+k,vertical:!0,scale:b.scale,fontStack:b.fontStack,sectionIndex:_}),c+=ss*b.scale+s))}if(f.length!==y){var A=c-s;h=Math.max(A,h),ys(f,e,y,f.length-1,p)}c=0,u+=n*m}else u+=n}var S,E=ms(a),L=E.horizontalAlign,C=E.verticalAlign;!function(t,e,r,n,a,i,o){for(var 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s=n[i],l=n[o];return\"composite\"===r.kind?{kind:\"composite\",minZoom:s,maxZoom:l,interpolationType:a}:{kind:\"camera\",minZoom:s,maxZoom:l,minSize:r.evaluate(new Cn(s)),maxSize:r.evaluate(new Cn(l)),interpolationType:a}}function ws(t,e,r){var n=e.uSize,a=e.uSizeT,i=r.lowerSize,o=r.upperSize;return\"source\"===t.kind?i/bs:\"composite\"===t.kind?ye(i/bs,o/bs,a):n}function ks(t,e){var r=0,n=0;if(\"constant\"===t.kind)n=t.layoutSize;else if(\"source\"!==t.kind){var a=t.interpolationType,i=t.minZoom,o=t.maxZoom,s=a?c(Be.interpolationFactor(a,e,i,o),0,1):0;\"camera\"===t.kind?n=ye(t.minSize,t.maxSize,s):r=s}return{uSizeT:r,uSize:n}}var Ts=Object.freeze({getSizeData:_s,evaluateSizeForFeature:ws,evaluateSizeForZoom:ks,SIZE_PACK_FACTOR:bs}),Ms=zo.VectorTileFeature.types,As=[{name:\"a_fade_opacity\",components:1,type:\"Uint8\",offset:0}];function Ss(t,e,r,n,a,i,o,s){t.emplaceBack(e,r,Math.round(32*n),Math.round(32*a),i,o,s?s[0]:0,s?s[1]:0)}function Es(t,e,r){t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r)}var Ls=function(t){this.layoutVertexArray=new ra,this.indexArray=new pa,this.programConfigurations=t,this.segments=new Pa,this.dynamicLayoutVertexArray=new na,this.opacityVertexArray=new aa,this.placedSymbolArray=new _a};Ls.prototype.upload=function(t,e,r,n){r&&(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,ts.members),this.indexBuffer=t.createIndexBuffer(this.indexArray,e),this.dynamicLayoutVertexBuffer=t.createVertexBuffer(this.dynamicLayoutVertexArray,es.members,!0),this.opacityVertexBuffer=t.createVertexBuffer(this.opacityVertexArray,As,!0),this.opacityVertexBuffer.itemSize=1),(r||n)&&this.programConfigurations.upload(t)},Ls.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy(),this.dynamicLayoutVertexBuffer.destroy(),this.opacityVertexBuffer.destroy())},pn(\"SymbolBuffers\",Ls);var Cs=function(t,e,r){this.layoutVertexArray=new t,this.layoutAttributes=e,this.indexArray=new r,this.segments=new Pa,this.collisionVertexArray=new sa};Cs.prototype.upload=function(t){this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,this.layoutAttributes),this.indexBuffer=t.createIndexBuffer(this.indexArray),this.collisionVertexBuffer=t.createVertexBuffer(this.collisionVertexArray,rs.members,!0)},Cs.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.segments.destroy(),this.collisionVertexBuffer.destroy())},pn(\"CollisionBuffers\",Cs);var Ps=function(t){this.collisionBoxArray=t.collisionBoxArray,this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map(function(t){return t.id}),this.index=t.index,this.pixelRatio=t.pixelRatio,this.sourceLayerIndex=t.sourceLayerIndex,this.hasPattern=!1,this.hasPaintOverrides=!1;var e=this.layers[0]._unevaluatedLayout._values;this.textSizeData=_s(this.zoom,e[\"text-size\"]),this.iconSizeData=_s(this.zoom,e[\"icon-size\"]);var r=this.layers[0].layout,n=r.get(\"symbol-sort-key\"),a=r.get(\"symbol-z-order\");this.sortFeaturesByKey=\"viewport-y\"!==a&&void 0!==n.constantOr(1);var i=\"viewport-y\"===a||\"auto\"===a&&!this.sortFeaturesByKey;this.sortFeaturesByY=i&&(r.get(\"text-allow-overlap\")||r.get(\"icon-allow-overlap\")||r.get(\"text-ignore-placement\")||r.get(\"icon-ignore-placement\")),\"point\"===r.get(\"symbol-placement\")&&(this.writingModes=r.get(\"text-writing-mode\").map(function(t){return ls[t]})),this.stateDependentLayerIds=this.layers.filter(function(t){return t.isStateDependent()}).map(function(t){return t.id}),this.sourceID=t.sourceID};Ps.prototype.createArrays=function(){var t=this.layers[0].layout;this.hasPaintOverrides=Ds.hasPaintOverrides(t),this.text=new Ls(new Ka(ts.members,this.layers,this.zoom,function(t){return/^text/.test(t)})),this.icon=new Ls(new Ka(ts.members,this.layers,this.zoom,function(t){return/^icon/.test(t)})),this.collisionBox=new Cs(oa,ns.members,da),this.collisionCircle=new Cs(oa,as.members,pa),this.glyphOffsetArray=new Ma,this.lineVertexArray=new Sa,this.symbolInstances=new ka},Ps.prototype.calculateGlyphDependencies=function(t,e,r,n,a){for(var i=0;i<t.length;i++)if(e[t.charCodeAt(i)]=!0,(r||n)&&a){var o=os[t.charAt(i)];o&&(e[o.charCodeAt(0)]=!0)}},Ps.prototype.populate=function(t,e){var r=this.layers[0],n=r.layout,a=n.get(\"text-font\"),i=n.get(\"text-field\"),o=n.get(\"icon-image\"),s=(\"constant\"!==i.value.kind||i.value.value.toString().length>0)&&(\"constant\"!==a.value.kind||a.value.value.length>0),l=\"constant\"!==o.value.kind||o.value.value&&o.value.value.length>0,c=n.get(\"symbol-sort-key\");if(this.features=[],s||l){for(var u=e.iconDependencies,h=e.glyphDependencies,f=new Cn(this.zoom),p=0,d=t;p<d.length;p+=1){var g=d[p],v=g.feature,m=g.index,y=g.sourceLayerIndex;if(r._featureFilter(f,v)){var x=void 0;if(s){var b=r.getValueAndResolveTokens(\"text-field\",v);x=is(b instanceof Jt?b:Jt.fromString(b),r,v)}var _=void 0;if(l&&(_=r.getValueAndResolveTokens(\"icon-image\",v)),x||_){var w=this.sortFeaturesByKey?c.evaluate(v,{}):void 0,k={text:x,icon:_,index:m,sourceLayerIndex:y,geometry:ri(v),properties:v.properties,type:Ms[v.type],sortKey:w};if(void 0!==v.id&&(k.id=v.id),this.features.push(k),_&&(u[_]=!0),x){var T=a.evaluate(v,{}).join(\",\"),M=\"map\"===n.get(\"text-rotation-alignment\")&&\"point\"!==n.get(\"symbol-placement\");this.allowVerticalPlacement=this.writingModes&&this.writingModes.indexOf(ls.vertical)>=0;for(var A=0,S=x.sections;A<S.length;A+=1){var E=S[A],L=xn(x.toString()),C=E.fontStack||T,P=h[C]=h[C]||{};this.calculateGlyphDependencies(E.text,P,M,this.allowVerticalPlacement,L)}}}}}\"line\"===n.get(\"symbol-placement\")&&(this.features=function(t){var e={},r={},n=[],a=0;function i(e){n.push(t[e]),a++}function o(t,e,a){var i=r[t];return delete r[t],r[e]=i,n[i].geometry[0].pop(),n[i].geometry[0]=n[i].geometry[0].concat(a[0]),i}function s(t,r,a){var i=e[r];return delete e[r],e[t]=i,n[i].geometry[0].shift(),n[i].geometry[0]=a[0].concat(n[i].geometry[0]),i}function l(t,e,r){var n=r?e[0][e[0].length-1]:e[0][0];return t+\":\"+n.x+\":\"+n.y}for(var c=0;c<t.length;c++){var u=t[c],h=u.geometry,f=u.text?u.text.toString():null;if(f){var p=l(f,h),d=l(f,h,!0);if(p in r&&d in e&&r[p]!==e[d]){var g=s(p,d,h),v=o(p,d,n[g].geometry);delete e[p],delete r[d],r[l(f,n[v].geometry,!0)]=v,n[g].geometry=null}else p in r?o(p,d,h):d in e?s(p,d,h):(i(c),e[p]=a-1,r[d]=a-1)}else i(c)}return n.filter(function(t){return t.geometry})}(this.features)),this.sortFeaturesByKey&&this.features.sort(function(t,e){return t.sortKey-e.sortKey})}},Ps.prototype.update=function(t,e,r){this.stateDependentLayers.length&&(this.text.programConfigurations.updatePaintArrays(t,e,this.layers,r),this.icon.programConfigurations.updatePaintArrays(t,e,this.layers,r))},Ps.prototype.isEmpty=function(){return 0===this.symbolInstances.length},Ps.prototype.uploadPending=function(){return!this.uploaded||this.text.programConfigurations.needsUpload||this.icon.programConfigurations.needsUpload},Ps.prototype.upload=function(t){this.uploaded||(this.collisionBox.upload(t),this.collisionCircle.upload(t)),this.text.upload(t,this.sortFeaturesByY,!this.uploaded,this.text.programConfigurations.needsUpload),this.icon.upload(t,this.sortFeaturesByY,!this.uploaded,this.icon.programConfigurations.needsUpload),this.uploaded=!0},Ps.prototype.destroy=function(){this.text.destroy(),this.icon.destroy(),this.collisionBox.destroy(),this.collisionCircle.destroy()},Ps.prototype.addToLineVertexArray=function(t,e){var r=this.lineVertexArray.length;if(void 0!==t.segment){for(var n=t.dist(e[t.segment+1]),a=t.dist(e[t.segment]),i={},o=t.segment+1;o<e.length;o++)i[o]={x:e[o].x,y:e[o].y,tileUnitDistanceFromAnchor:n},o<e.length-1&&(n+=e[o+1].dist(e[o]));for(var s=t.segment||0;s>=0;s--)i[s]={x:e[s].x,y:e[s].y,tileUnitDistanceFromAnchor:a},s>0&&(a+=e[s-1].dist(e[s]));for(var l=0;l<e.length;l++){var c=i[l];this.lineVertexArray.emplaceBack(c.x,c.y,c.tileUnitDistanceFromAnchor)}}return{lineStartIndex:r,lineLength:this.lineVertexArray.length-r}},Ps.prototype.addSymbols=function(t,e,r,n,a,i,o,s,l,c){var u=this,h=t.indexArray,f=t.layoutVertexArray,p=t.dynamicLayoutVertexArray,d=t.segments.prepareSegment(4*e.length,t.layoutVertexArray,t.indexArray,i.sortKey),g=this.glyphOffsetArray.length,v=d.vertexLength,m=this.allowVerticalPlacement&&o===ls.vertical?Math.PI/2:0,y=function(t){var e=t.tl,n=t.tr,a=t.bl,i=t.br,o=t.tex,l=d.vertexLength,c=t.glyphOffset[1];Ss(f,s.x,s.y,e.x,c+e.y,o.x,o.y,r),Ss(f,s.x,s.y,n.x,c+n.y,o.x+o.w,o.y,r),Ss(f,s.x,s.y,a.x,c+a.y,o.x,o.y+o.h,r),Ss(f,s.x,s.y,i.x,c+i.y,o.x+o.w,o.y+o.h,r),Es(p,s,m),h.emplaceBack(l,l+1,l+2),h.emplaceBack(l+1,l+2,l+3),d.vertexLength+=4,d.primitiveLength+=2,u.glyphOffsetArray.emplaceBack(t.glyphOffset[0])};if(i.text&&i.text.sections){var x=i.text.sections;if(this.hasPaintOverrides){for(var b,_=function(e,r){void 0===b||b===e&&!r||t.programConfigurations.populatePaintArrays(t.layoutVertexArray.length,i,i.index,{},x[b]),b=e},w=0,k=e;w<k.length;w+=1){var T=k[w];_(T.sectionIndex,!1),y(T)}_(b,!0)}else{for(var M=0,A=e;M<A.length;M+=1)y(A[M]);t.programConfigurations.populatePaintArrays(t.layoutVertexArray.length,i,i.index,{},x[0])}}else{for(var S=0,E=e;S<E.length;S+=1)y(E[S]);t.programConfigurations.populatePaintArrays(t.layoutVertexArray.length,i,i.index,{})}t.placedSymbolArray.emplaceBack(s.x,s.y,g,this.glyphOffsetArray.length-g,v,l,c,s.segment,r?r[0]:0,r?r[1]:0,n[0],n[1],o,0,!1,0)},Ps.prototype._addCollisionDebugVertex=function(t,e,r,n,a,i){return e.emplaceBack(0,0),t.emplaceBack(r.x,r.y,n,a,Math.round(i.x),Math.round(i.y))},Ps.prototype.addCollisionDebugVertices=function(t,e,r,n,i,o,s,l){var c=i.segments.prepareSegment(4,i.layoutVertexArray,i.indexArray),u=c.vertexLength,h=i.layoutVertexArray,f=i.collisionVertexArray,p=s.anchorX,d=s.anchorY;if(this._addCollisionDebugVertex(h,f,o,p,d,new a(t,e)),this._addCollisionDebugVertex(h,f,o,p,d,new a(r,e)),this._addCollisionDebugVertex(h,f,o,p,d,new a(r,n)),this._addCollisionDebugVertex(h,f,o,p,d,new a(t,n)),c.vertexLength+=4,l){var g=i.indexArray;g.emplaceBack(u,u+1,u+2),g.emplaceBack(u,u+2,u+3),c.primitiveLength+=2}else{var v=i.indexArray;v.emplaceBack(u,u+1),v.emplaceBack(u+1,u+2),v.emplaceBack(u+2,u+3),v.emplaceBack(u+3,u),c.primitiveLength+=4}},Ps.prototype.addDebugCollisionBoxes=function(t,e,r){for(var n=t;n<e;n++){var a=this.collisionBoxArray.get(n),i=a.x1,o=a.y1,s=a.x2,l=a.y2,c=a.radius>0;this.addCollisionDebugVertices(i,o,s,l,c?this.collisionCircle:this.collisionBox,a.anchorPoint,r,c)}},Ps.prototype.generateCollisionDebugBuffers=function(){for(var t=0;t<this.symbolInstances.length;t++){var e=this.symbolInstances.get(t);this.addDebugCollisionBoxes(e.textBoxStartIndex,e.textBoxEndIndex,e),this.addDebugCollisionBoxes(e.verticalTextBoxStartIndex,e.verticalTextBoxEndIndex,e),this.addDebugCollisionBoxes(e.iconBoxStartIndex,e.iconBoxEndIndex,e)}},Ps.prototype._deserializeCollisionBoxesForSymbol=function(t,e,r,n,a,i,o){for(var s={},l=e;l<r;l++){var c=t.get(l);if(0===c.radius){s.textBox={x1:c.x1,y1:c.y1,x2:c.x2,y2:c.y2,anchorPointX:c.anchorPointX,anchorPointY:c.anchorPointY},s.textFeatureIndex=c.featureIndex;break}s.textCircles||(s.textCircles=[],s.textFeatureIndex=c.featureIndex),s.textCircles.push(c.anchorPointX,c.anchorPointY,c.radius,c.signedDistanceFromAnchor,1)}for(var u=n;u<a;u++){var h=t.get(u);if(0===h.radius){s.verticalTextBox={x1:h.x1,y1:h.y1,x2:h.x2,y2:h.y2,anchorPointX:h.anchorPointX,anchorPointY:h.anchorPointY},s.verticalTextFeatureIndex=h.featureIndex;break}}for(var f=i;f<o;f++){var p=t.get(f);if(0===p.radius){s.iconBox={x1:p.x1,y1:p.y1,x2:p.x2,y2:p.y2,anchorPointX:p.anchorPointX,anchorPointY:p.anchorPointY},s.iconFeatureIndex=p.featureIndex;break}}return s},Ps.prototype.deserializeCollisionBoxes=function(t){this.collisionArrays=[];for(var e=0;e<this.symbolInstances.length;e++){var r=this.symbolInstances.get(e);this.collisionArrays.push(this._deserializeCollisionBoxesForSymbol(t,r.textBoxStartIndex,r.textBoxEndIndex,r.verticalTextBoxStartIndex,r.verticalTextBoxEndIndex,r.iconBoxStartIndex,r.iconBoxEndIndex))}},Ps.prototype.hasTextData=function(){return this.text.segments.get().length>0},Ps.prototype.hasIconData=function(){return this.icon.segments.get().length>0},Ps.prototype.hasCollisionBoxData=function(){return this.collisionBox.segments.get().length>0},Ps.prototype.hasCollisionCircleData=function(){return this.collisionCircle.segments.get().length>0},Ps.prototype.addIndicesForPlacedTextSymbol=function(t){for(var e=this.text.placedSymbolArray.get(t),r=e.vertexStartIndex+4*e.numGlyphs,n=e.vertexStartIndex;n<r;n+=4)this.text.indexArray.emplaceBack(n,n+1,n+2),this.text.indexArray.emplaceBack(n+1,n+2,n+3)},Ps.prototype.getSortedSymbolIndexes=function(t){if(this.sortedAngle===t&&void 0!==this.symbolInstanceIndexes)return this.symbolInstanceIndexes;for(var e=Math.sin(t),r=Math.cos(t),n=[],a=[],i=[],o=0;o<this.symbolInstances.length;++o){i.push(o);var s=this.symbolInstances.get(o);n.push(0|Math.round(e*s.anchorX+r*s.anchorY)),a.push(s.featureIndex)}return i.sort(function(t,e){return n[t]-n[e]||a[e]-a[t]}),i},Ps.prototype.sortFeatures=function(t){var e=this;if(this.sortFeaturesByY&&this.sortedAngle!==t&&!(this.text.segments.get().length>1||this.icon.segments.get().length>1)){this.symbolInstanceIndexes=this.getSortedSymbolIndexes(t),this.sortedAngle=t,this.text.indexArray.clear(),this.icon.indexArray.clear(),this.featureSortOrder=[];for(var r=0,n=this.symbolInstanceIndexes;r<n.length;r+=1){var a=n[r],i=this.symbolInstances.get(a);this.featureSortOrder.push(i.featureIndex),[i.rightJustifiedTextSymbolIndex,i.centerJustifiedTextSymbolIndex,i.leftJustifiedTextSymbolIndex].forEach(function(t,r,n){t>=0&&n.indexOf(t)===r&&e.addIndicesForPlacedTextSymbol(t)}),i.verticalPlacedTextSymbolIndex>=0&&this.addIndicesForPlacedTextSymbol(i.verticalPlacedTextSymbolIndex);var o=this.icon.placedSymbolArray.get(a);if(o.numGlyphs){var s=o.vertexStartIndex;this.icon.indexArray.emplaceBack(s,s+1,s+2),this.icon.indexArray.emplaceBack(s+1,s+2,s+3)}}this.text.indexBuffer&&this.text.indexBuffer.updateData(this.text.indexArray),this.icon.indexBuffer&&this.icon.indexBuffer.updateData(this.icon.indexArray)}},pn(\"SymbolBucket\",Ps,{omit:[\"layers\",\"collisionBoxArray\",\"features\",\"compareText\"]}),Ps.MAX_GLYPHS=65535,Ps.addDynamicAttributes=Es;var Os=new Hn({\"symbol-placement\":new Nn(Tt.layout_symbol[\"symbol-placement\"]),\"symbol-spacing\":new Nn(Tt.layout_symbol[\"symbol-spacing\"]),\"symbol-avoid-edges\":new Nn(Tt.layout_symbol[\"symbol-avoid-edges\"]),\"symbol-sort-key\":new jn(Tt.layout_symbol[\"symbol-sort-key\"]),\"symbol-z-order\":new Nn(Tt.layout_symbol[\"symbol-z-order\"]),\"icon-allow-overlap\":new Nn(Tt.layout_symbol[\"icon-allow-overlap\"]),\"icon-ignore-placement\":new Nn(Tt.layout_symbol[\"icon-ignore-placement\"]),\"icon-optional\":new Nn(Tt.layout_symbol[\"icon-optional\"]),\"icon-rotation-alignment\":new Nn(Tt.layout_symbol[\"icon-rotation-alignment\"]),\"icon-size\":new jn(Tt.layout_symbol[\"icon-size\"]),\"icon-text-fit\":new Nn(Tt.layout_symbol[\"icon-text-fit\"]),\"icon-text-fit-padding\":new Nn(Tt.layout_symbol[\"icon-text-fit-padding\"]),\"icon-image\":new jn(Tt.layout_symbol[\"icon-image\"]),\"icon-rotate\":new jn(Tt.layout_symbol[\"icon-rotate\"]),\"icon-padding\":new Nn(Tt.layout_symbol[\"icon-padding\"]),\"icon-keep-upright\":new Nn(Tt.layout_symbol[\"icon-keep-upright\"]),\"icon-offset\":new jn(Tt.layout_symbol[\"icon-offset\"]),\"icon-anchor\":new jn(Tt.layout_symbol[\"icon-anchor\"]),\"icon-pitch-alignment\":new Nn(Tt.layout_symbol[\"icon-pitch-alignment\"]),\"text-pitch-alignment\":new Nn(Tt.layout_symbol[\"text-pitch-alignment\"]),\"text-rotation-alignment\":new Nn(Tt.layout_symbol[\"text-rotation-alignment\"]),\"text-field\":new jn(Tt.layout_symbol[\"text-field\"]),\"text-font\":new jn(Tt.layout_symbol[\"text-font\"]),\"text-size\":new jn(Tt.layout_symbol[\"text-size\"]),\"text-max-width\":new jn(Tt.layout_symbol[\"text-max-width\"]),\"text-line-height\":new Nn(Tt.layout_symbol[\"text-line-height\"]),\"text-letter-spacing\":new jn(Tt.layout_symbol[\"text-letter-spacing\"]),\"text-justify\":new jn(Tt.layout_symbol[\"text-justify\"]),\"text-radial-offset\":new jn(Tt.layout_symbol[\"text-radial-offset\"]),\"text-variable-anchor\":new Nn(Tt.layout_symbol[\"text-variable-anchor\"]),\"text-anchor\":new jn(Tt.layout_symbol[\"text-anchor\"]),\"text-max-angle\":new Nn(Tt.layout_symbol[\"text-max-angle\"]),\"text-writing-mode\":new Nn(Tt.layout_symbol[\"text-writing-mode\"]),\"text-rotate\":new jn(Tt.layout_symbol[\"text-rotate\"]),\"text-padding\":new Nn(Tt.layout_symbol[\"text-padding\"]),\"text-keep-upright\":new Nn(Tt.layout_symbol[\"text-keep-upright\"]),\"text-transform\":new jn(Tt.layout_symbol[\"text-transform\"]),\"text-offset\":new jn(Tt.layout_symbol[\"text-offset\"]),\"text-allow-overlap\":new Nn(Tt.layout_symbol[\"text-allow-overlap\"]),\"text-ignore-placement\":new Nn(Tt.layout_symbol[\"text-ignore-placement\"]),\"text-optional\":new Nn(Tt.layout_symbol[\"text-optional\"])}),zs={paint:new Hn({\"icon-opacity\":new jn(Tt.paint_symbol[\"icon-opacity\"]),\"icon-color\":new jn(Tt.paint_symbol[\"icon-color\"]),\"icon-halo-color\":new jn(Tt.paint_symbol[\"icon-halo-color\"]),\"icon-halo-width\":new jn(Tt.paint_symbol[\"icon-halo-width\"]),\"icon-halo-blur\":new jn(Tt.paint_symbol[\"icon-halo-blur\"]),\"icon-translate\":new Nn(Tt.paint_symbol[\"icon-translate\"]),\"icon-translate-anchor\":new Nn(Tt.paint_symbol[\"icon-translate-anchor\"]),\"text-opacity\":new jn(Tt.paint_symbol[\"text-opacity\"]),\"text-color\":new jn(Tt.paint_symbol[\"text-color\"],{runtimeType:Ft,getOverride:function(t){return t.textColor},hasOverride:function(t){return!!t.textColor}}),\"text-halo-color\":new jn(Tt.paint_symbol[\"text-halo-color\"]),\"text-halo-width\":new jn(Tt.paint_symbol[\"text-halo-width\"]),\"text-halo-blur\":new jn(Tt.paint_symbol[\"text-halo-blur\"]),\"text-translate\":new Nn(Tt.paint_symbol[\"text-translate\"]),\"text-translate-anchor\":new Nn(Tt.paint_symbol[\"text-translate-anchor\"])}),layout:Os},Is=function(t){this.type=t.property.overrides?t.property.overrides.runtimeType:zt,this.defaultValue=t};Is.prototype.evaluate=function(t){if(t.formattedSection){var e=this.defaultValue.property.overrides;if(e&&e.hasOverride(t.formattedSection))return e.getOverride(t.formattedSection)}return t.feature&&t.featureState?this.defaultValue.evaluate(t.feature,t.featureState):this.defaultValue.property.specification.default},Is.prototype.eachChild=function(t){this.defaultValue.isConstant()||t(this.defaultValue.value._styleExpression.expression)},Is.prototype.possibleOutputs=function(){return[void 0]},Is.prototype.serialize=function(){return null},pn(\"FormatSectionOverride\",Is,{omit:[\"defaultValue\"]});var Ds=function(t){function e(e){t.call(this,e,zs)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.recalculate=function(e){if(t.prototype.recalculate.call(this,e),\"auto\"===this.layout.get(\"icon-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"icon-rotation-alignment\"]=\"map\":this.layout._values[\"icon-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"text-rotation-alignment\"]=\"map\":this.layout._values[\"text-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-pitch-alignment\")&&(this.layout._values[\"text-pitch-alignment\"]=this.layout.get(\"text-rotation-alignment\")),\"auto\"===this.layout.get(\"icon-pitch-alignment\")&&(this.layout._values[\"icon-pitch-alignment\"]=this.layout.get(\"icon-rotation-alignment\")),\"point\"===this.layout.get(\"symbol-placement\")){var r=this.layout.get(\"text-writing-mode\");if(r){for(var n=[],a=0,i=r;a<i.length;a+=1){var o=i[a];n.indexOf(o)<0&&n.push(o)}this.layout._values[\"text-writing-mode\"]=n}else this.layout._values[\"text-writing-mode\"]=[\"horizontal\"]}this._setPaintOverrides()},e.prototype.getValueAndResolveTokens=function(t,e){var r=this.layout.get(t).evaluate(e,{}),n=this._unevaluatedLayout._values[t];return n.isDataDriven()||_r(n.value)?r:function(t,e){return r.replace(/{([^{}]+)}/g,function(e,r){return r in t?String(t[r]):\"\"})}(e.properties)},e.prototype.createBucket=function(t){return new Ps(t)},e.prototype.queryRadius=function(){return 0},e.prototype.queryIntersectsFeature=function(){return!1},e.prototype._setPaintOverrides=function(){for(var t=0,r=zs.paint.overridableProperties;t<r.length;t+=1){var n=r[t];if(e.hasPaintOverride(this.layout,n)){var a,i=this.paint.get(n),o=new Is(i),s=new br(o,i.property.specification);a=\"constant\"===i.value.kind||\"source\"===i.value.kind?new kr(\"source\",s):new Tr(\"composite\",s,i.value.zoomStops,i.value._interpolationType),this.paint._values[n]=new Fn(i.property,a,i.parameters)}}},e.prototype._handleOverridablePaintPropertyUpdate=function(t,r,n){return!(!this.layout||r.isDataDriven()||n.isDataDriven())&&e.hasPaintOverride(this.layout,t)},e.hasPaintOverride=function(t,e){var r=t.get(\"text-field\"),n=zs.paint.properties[e],a=!1,i=function(t){for(var e=0,r=t;e<r.length;e+=1){var i=r[e];if(n.overrides&&n.overrides.hasOverride(i))return void(a=!0)}};if(\"constant\"===r.value.kind&&r.value.value instanceof Jt)i(r.value.value.sections);else if(\"source\"===r.value.kind){var o=function(t){if(!a)if(t instanceof te&&Qt(t.value)===Vt){var e=t.value;i(e.sections)}else t instanceof ae?i(t.sections):t.eachChild(o)},s=r.value;s._styleExpression&&o(s._styleExpression.expression)}return a},e.hasPaintOverrides=function(t){for(var r=0,n=zs.paint.overridableProperties;r<n.length;r+=1){var a=n[r];if(e.hasPaintOverride(t,a))return!0}return!1},e}(Gn),Rs={paint:new Hn({\"background-color\":new Nn(Tt.paint_background[\"background-color\"]),\"background-pattern\":new Un(Tt.paint_background[\"background-pattern\"]),\"background-opacity\":new Nn(Tt.paint_background[\"background-opacity\"])})},Fs=function(t){function e(e){t.call(this,e,Rs)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Gn),Bs={paint:new Hn({\"raster-opacity\":new Nn(Tt.paint_raster[\"raster-opacity\"]),\"raster-hue-rotate\":new Nn(Tt.paint_raster[\"raster-hue-rotate\"]),\"raster-brightness-min\":new Nn(Tt.paint_raster[\"raster-brightness-min\"]),\"raster-brightness-max\":new Nn(Tt.paint_raster[\"raster-brightness-max\"]),\"raster-saturation\":new Nn(Tt.paint_raster[\"raster-saturation\"]),\"raster-contrast\":new Nn(Tt.paint_raster[\"raster-contrast\"]),\"raster-resampling\":new Nn(Tt.paint_raster[\"raster-resampling\"]),\"raster-fade-duration\":new Nn(Tt.paint_raster[\"raster-fade-duration\"])})},Ns=function(t){function e(e){t.call(this,e,Bs)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Gn),js=function(t){function e(e){t.call(this,e,{}),this.implementation=e}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.is3D=function(){return\"3d\"===this.implementation.renderingMode},e.prototype.hasOffscreenPass=function(){return void 0!==this.implementation.prerender},e.prototype.recalculate=function(){},e.prototype.updateTransitions=function(){},e.prototype.hasTransition=function(){},e.prototype.serialize=function(){},e.prototype.onAdd=function(t){this.implementation.onAdd&&this.implementation.onAdd(t,t.painter.context.gl)},e.prototype.onRemove=function(t){this.implementation.onRemove&&this.implementation.onRemove(t,t.painter.context.gl)},e}(Gn),Vs={circle:Ti,heatmap:Ii,hillshade:Ri,fill:ko,\"fill-extrusion\":Vo,line:Qo,symbol:Ds,background:Fs,raster:Ns};function Us(t){for(var e=0,r=0,n=0,a=t;n<a.length;n+=1){var i=a[n];e+=i.w*i.h,r=Math.max(r,i.w)}t.sort(function(t,e){return e.h-t.h});for(var o=[{x:0,y:0,w:Math.max(Math.ceil(Math.sqrt(e/.95)),r),h:1/0}],s=0,l=0,c=0,u=t;c<u.length;c+=1)for(var h=u[c],f=o.length-1;f>=0;f--){var p=o[f];if(!(h.w>p.w||h.h>p.h)){if(h.x=p.x,h.y=p.y,l=Math.max(l,h.y+h.h),s=Math.max(s,h.x+h.w),h.w===p.w&&h.h===p.h){var d=o.pop();f<o.length&&(o[f]=d)}else h.h===p.h?(p.x+=h.w,p.w-=h.w):h.w===p.w?(p.y+=h.h,p.h-=h.h):(o.push({x:p.x+h.w,y:p.y,w:p.w-h.w,h:h.h}),p.y+=h.h,p.h-=h.h);break}}return{w:s,h:l,fill:e/(s*l)||0}}var qs=function(t,e){var r=e.pixelRatio,n=e.version;this.paddedRect=t,this.pixelRatio=r,this.version=n},Hs={tl:{configurable:!0},br:{configurable:!0},tlbr:{configurable:!0},displaySize:{configurable:!0}};Hs.tl.get=function(){return[this.paddedRect.x+1,this.paddedRect.y+1]},Hs.br.get=function(){return[this.paddedRect.x+this.paddedRect.w-1,this.paddedRect.y+this.paddedRect.h-1]},Hs.tlbr.get=function(){return this.tl.concat(this.br)},Hs.displaySize.get=function(){return[(this.paddedRect.w-2)/this.pixelRatio,(this.paddedRect.h-2)/this.pixelRatio]},Object.defineProperties(qs.prototype,Hs);var Gs=function(t,e){var r={},n={};this.haveRenderCallbacks=[];var a=[];this.addImages(t,r,a),this.addImages(e,n,a);var i=Us(a),o=i.w,s=i.h,l=new Pi({width:o||1,height:s||1});for(var c in t){var u=t[c],h=r[c].paddedRect;Pi.copy(u.data,l,{x:0,y:0},{x:h.x+1,y:h.y+1},u.data)}for(var f in e){var p=e[f],d=n[f].paddedRect,g=d.x+1,v=d.y+1,m=p.data.width,y=p.data.height;Pi.copy(p.data,l,{x:0,y:0},{x:g,y:v},p.data),Pi.copy(p.data,l,{x:0,y:y-1},{x:g,y:v-1},{width:m,height:1}),Pi.copy(p.data,l,{x:0,y:0},{x:g,y:v+y},{width:m,height:1}),Pi.copy(p.data,l,{x:m-1,y:0},{x:g-1,y:v},{width:1,height:y}),Pi.copy(p.data,l,{x:0,y:0},{x:g+m,y:v},{width:1,height:y})}this.image=l,this.iconPositions=r,this.patternPositions=n};Gs.prototype.addImages=function(t,e,r){for(var n in t){var a=t[n],i={x:0,y:0,w:a.data.width+2,h:a.data.height+2};r.push(i),e[n]=new qs(i,a),a.hasRenderCallback&&this.haveRenderCallbacks.push(n)}},Gs.prototype.patchUpdatedImages=function(t,e){for(var r in t.dispatchRenderCallbacks(this.haveRenderCallbacks),t.updatedImages)this.patchUpdatedImage(this.iconPositions[r],t.getImage(r),e),this.patchUpdatedImage(this.patternPositions[r],t.getImage(r),e)},Gs.prototype.patchUpdatedImage=function(t,e,r){if(t&&e&&t.version!==e.version){t.version=e.version;var n=t.tl,a=n[0],i=n[1];r.update(e.data,void 0,{x:a,y:i})}},pn(\"ImagePosition\",qs),pn(\"ImageAtlas\",Gs);var Ys=self.HTMLImageElement,Ws=self.HTMLCanvasElement,Xs=self.HTMLVideoElement,Zs=self.ImageData,Js=function(t,e,r,n){this.context=t,this.format=r,this.texture=t.gl.createTexture(),this.update(e,n)};Js.prototype.update=function(t,e,r){var n=t.width,a=t.height,i=!(this.size&&this.size[0]===n&&this.size[1]===a||r),o=this.context,s=o.gl;if(this.useMipmap=Boolean(e&&e.useMipmap),s.bindTexture(s.TEXTURE_2D,this.texture),o.pixelStoreUnpackFlipY.set(!1),o.pixelStoreUnpack.set(1),o.pixelStoreUnpackPremultiplyAlpha.set(this.format===s.RGBA&&(!e||!1!==e.premultiply)),i)this.size=[n,a],t instanceof Ys||t instanceof Ws||t instanceof Xs||t instanceof Zs?s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,s.UNSIGNED_BYTE,t):s.texImage2D(s.TEXTURE_2D,0,this.format,n,a,0,this.format,s.UNSIGNED_BYTE,t.data);else{var l=r||{x:0,y:0},c=l.x,u=l.y;t instanceof Ys||t instanceof Ws||t instanceof Xs||t instanceof Zs?s.texSubImage2D(s.TEXTURE_2D,0,c,u,s.RGBA,s.UNSIGNED_BYTE,t):s.texSubImage2D(s.TEXTURE_2D,0,c,u,n,a,s.RGBA,s.UNSIGNED_BYTE,t.data)}this.useMipmap&&this.isSizePowerOfTwo()&&s.generateMipmap(s.TEXTURE_2D)},Js.prototype.bind=function(t,e,r){var n=this.context.gl;n.bindTexture(n.TEXTURE_2D,this.texture),r!==n.LINEAR_MIPMAP_NEAREST||this.isSizePowerOfTwo()||(r=n.LINEAR),t!==this.filter&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,t),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,r||t),this.filter=t),e!==this.wrap&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,e),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,e),this.wrap=e)},Js.prototype.isSizePowerOfTwo=function(){return this.size[0]===this.size[1]&&Math.log(this.size[0])/Math.LN2%1==0},Js.prototype.destroy=function(){this.context.gl.deleteTexture(this.texture),this.texture=null};var Ks=function(t,e,r,n,a){var i,o,s=8*a-n-1,l=(1<<s)-1,c=l>>1,u=-7,h=r?a-1:0,f=r?-1:1,p=t[e+h];for(h+=f,i=p&(1<<-u)-1,p>>=-u,u+=s;u>0;i=256*i+t[e+h],h+=f,u-=8);for(o=i&(1<<-u)-1,i>>=-u,u+=n;u>0;o=256*o+t[e+h],h+=f,u-=8);if(0===i)i=1-c;else{if(i===l)return o?NaN:1/0*(p?-1:1);o+=Math.pow(2,n),i-=c}return(p?-1:1)*o*Math.pow(2,i-n)},Qs=function(t,e,r,n,a,i){var o,s,l,c=8*i-a-1,u=(1<<c)-1,h=u>>1,f=23===a?Math.pow(2,-24)-Math.pow(2,-77):0,p=n?0:i-1,d=n?1:-1,g=e<0||0===e&&1/e<0?1:0;for(e=Math.abs(e),isNaN(e)||e===1/0?(s=isNaN(e)?1:0,o=u):(o=Math.floor(Math.log(e)/Math.LN2),e*(l=Math.pow(2,-o))<1&&(o--,l*=2),(e+=o+h>=1?f/l:f*Math.pow(2,1-h))*l>=2&&(o++,l/=2),o+h>=u?(s=0,o=u):o+h>=1?(s=(e*l-1)*Math.pow(2,a),o+=h):(s=e*Math.pow(2,h-1)*Math.pow(2,a),o=0));a>=8;t[r+p]=255&s,p+=d,s/=256,a-=8);for(o=o<<a|s,c+=a;c>0;t[r+p]=255&o,p+=d,o/=256,c-=8);t[r+p-d]|=128*g},$s=tl;function tl(t){this.buf=ArrayBuffer.isView&&ArrayBuffer.isView(t)?t:new Uint8Array(t||0),this.pos=0,this.type=0,this.length=this.buf.length}function el(t){return t.type===tl.Bytes?t.readVarint()+t.pos:t.pos+1}function rl(t,e,r){return r?4294967296*e+(t>>>0):4294967296*(e>>>0)+(t>>>0)}function nl(t,e,r){var n=e<=16383?1:e<=2097151?2:e<=268435455?3:Math.floor(Math.log(e)/(7*Math.LN2));r.realloc(n);for(var a=r.pos-1;a>=t;a--)r.buf[a+n]=r.buf[a]}function al(t,e){for(var r=0;r<t.length;r++)e.writeVarint(t[r])}function il(t,e){for(var r=0;r<t.length;r++)e.writeSVarint(t[r])}function ol(t,e){for(var r=0;r<t.length;r++)e.writeFloat(t[r])}function sl(t,e){for(var r=0;r<t.length;r++)e.writeDouble(t[r])}function ll(t,e){for(var r=0;r<t.length;r++)e.writeBoolean(t[r])}function cl(t,e){for(var r=0;r<t.length;r++)e.writeFixed32(t[r])}function ul(t,e){for(var r=0;r<t.length;r++)e.writeSFixed32(t[r])}function hl(t,e){for(var r=0;r<t.length;r++)e.writeFixed64(t[r])}function fl(t,e){for(var r=0;r<t.length;r++)e.writeSFixed64(t[r])}function pl(t,e){return(t[e]|t[e+1]<<8|t[e+2]<<16)+16777216*t[e+3]}function dl(t,e,r){t[r]=e,t[r+1]=e>>>8,t[r+2]=e>>>16,t[r+3]=e>>>24}function gl(t,e){return(t[e]|t[e+1]<<8|t[e+2]<<16)+(t[e+3]<<24)}tl.Varint=0,tl.Fixed64=1,tl.Bytes=2,tl.Fixed32=5,tl.prototype={destroy:function(){this.buf=null},readFields:function(t,e,r){for(r=r||this.length;this.pos<r;){var n=this.readVarint(),a=n>>3,i=this.pos;this.type=7&n,t(a,e,this),this.pos===i&&this.skip(n)}return e},readMessage:function(t,e){return this.readFields(t,e,this.readVarint()+this.pos)},readFixed32:function(){var t=pl(this.buf,this.pos);return this.pos+=4,t},readSFixed32:function(){var t=gl(this.buf,this.pos);return this.pos+=4,t},readFixed64:function(){var t=pl(this.buf,this.pos)+4294967296*pl(this.buf,this.pos+4);return this.pos+=8,t},readSFixed64:function(){var t=pl(this.buf,this.pos)+4294967296*gl(this.buf,this.pos+4);return this.pos+=8,t},readFloat:function(){var t=Ks(this.buf,this.pos,!0,23,4);return this.pos+=4,t},readDouble:function(){var t=Ks(this.buf,this.pos,!0,52,8);return this.pos+=8,t},readVarint:function(t){var e,r,n=this.buf;return e=127&(r=n[this.pos++]),r<128?e:(e|=(127&(r=n[this.pos++]))<<7,r<128?e:(e|=(127&(r=n[this.pos++]))<<14,r<128?e:(e|=(127&(r=n[this.pos++]))<<21,r<128?e:function(t,e,r){var n,a,i=r.buf;if(n=(112&(a=i[r.pos++]))>>4,a<128)return rl(t,n,e);if(n|=(127&(a=i[r.pos++]))<<3,a<128)return rl(t,n,e);if(n|=(127&(a=i[r.pos++]))<<10,a<128)return rl(t,n,e);if(n|=(127&(a=i[r.pos++]))<<17,a<128)return rl(t,n,e);if(n|=(127&(a=i[r.pos++]))<<24,a<128)return rl(t,n,e);if(n|=(1&(a=i[r.pos++]))<<31,a<128)return rl(t,n,e);throw new Error(\"Expected varint not more than 10 bytes\")}(e|=(15&(r=n[this.pos]))<<28,t,this))))},readVarint64:function(){return this.readVarint(!0)},readSVarint:function(){var t=this.readVarint();return t%2==1?(t+1)/-2:t/2},readBoolean:function(){return Boolean(this.readVarint())},readString:function(){var t=this.readVarint()+this.pos,e=function(t,e,r){for(var n=\"\",a=e;a<r;){var i,o,s,l=t[a],c=null,u=l>239?4:l>223?3:l>191?2:1;if(a+u>r)break;1===u?l<128&&(c=l):2===u?128==(192&(i=t[a+1]))&&(c=(31&l)<<6|63&i)<=127&&(c=null):3===u?(i=t[a+1],o=t[a+2],128==(192&i)&&128==(192&o)&&((c=(15&l)<<12|(63&i)<<6|63&o)<=2047||c>=55296&&c<=57343)&&(c=null)):4===u&&(i=t[a+1],o=t[a+2],s=t[a+3],128==(192&i)&&128==(192&o)&&128==(192&s)&&((c=(15&l)<<18|(63&i)<<12|(63&o)<<6|63&s)<=65535||c>=1114112)&&(c=null)),null===c?(c=65533,u=1):c>65535&&(c-=65536,n+=String.fromCharCode(c>>>10&1023|55296),c=56320|1023&c),n+=String.fromCharCode(c),a+=u}return n}(this.buf,this.pos,t);return this.pos=t,e},readBytes:function(){var t=this.readVarint()+this.pos,e=this.buf.subarray(this.pos,t);return this.pos=t,e},readPackedVarint:function(t,e){if(this.type!==tl.Bytes)return t.push(this.readVarint(e));var r=el(this);for(t=t||[];this.pos<r;)t.push(this.readVarint(e));return t},readPackedSVarint:function(t){if(this.type!==tl.Bytes)return t.push(this.readSVarint());var e=el(this);for(t=t||[];this.pos<e;)t.push(this.readSVarint());return t},readPackedBoolean:function(t){if(this.type!==tl.Bytes)return t.push(this.readBoolean());var e=el(this);for(t=t||[];this.pos<e;)t.push(this.readBoolean());return t},readPackedFloat:function(t){if(this.type!==tl.Bytes)return t.push(this.readFloat());var e=el(this);for(t=t||[];this.pos<e;)t.push(this.readFloat());return t},readPackedDouble:function(t){if(this.type!==tl.Bytes)return t.push(this.readDouble());var e=el(this);for(t=t||[];this.pos<e;)t.push(this.readDouble());return t},readPackedFixed32:function(t){if(this.type!==tl.Bytes)return t.push(this.readFixed32());var e=el(this);for(t=t||[];this.pos<e;)t.push(this.readFixed32());return t},readPackedSFixed32:function(t){if(this.type!==tl.Bytes)return t.push(this.readSFixed32());var e=el(this);for(t=t||[];this.pos<e;)t.push(this.readSFixed32());return t},readPackedFixed64:function(t){if(this.type!==tl.Bytes)return t.push(this.readFixed64());var e=el(this);for(t=t||[];this.pos<e;)t.push(this.readFixed64());return t},readPackedSFixed64:function(t){if(this.type!==tl.Bytes)return t.push(this.readSFixed64());var e=el(this);for(t=t||[];this.pos<e;)t.push(this.readSFixed64());return t},skip:function(t){var e=7&t;if(e===tl.Varint)for(;this.buf[this.pos++]>127;);else if(e===tl.Bytes)this.pos=this.readVarint()+this.pos;else if(e===tl.Fixed32)this.pos+=4;else{if(e!==tl.Fixed64)throw new Error(\"Unimplemented type: \"+e);this.pos+=8}},writeTag:function(t,e){this.writeVarint(t<<3|e)},realloc:function(t){for(var e=this.length||16;e<this.pos+t;)e*=2;if(e!==this.length){var r=new Uint8Array(e);r.set(this.buf),this.buf=r,this.length=e}},finish:function(){return this.length=this.pos,this.pos=0,this.buf.subarray(0,this.length)},writeFixed32:function(t){this.realloc(4),dl(this.buf,t,this.pos),this.pos+=4},writeSFixed32:function(t){this.realloc(4),dl(this.buf,t,this.pos),this.pos+=4},writeFixed64:function(t){this.realloc(8),dl(this.buf,-1&t,this.pos),dl(this.buf,Math.floor(t*(1/4294967296)),this.pos+4),this.pos+=8},writeSFixed64:function(t){this.realloc(8),dl(this.buf,-1&t,this.pos),dl(this.buf,Math.floor(t*(1/4294967296)),this.pos+4),this.pos+=8},writeVarint:function(t){(t=+t||0)>268435455||t<0?function(t,e){var r,n;if(t>=0?(r=t%4294967296|0,n=t/4294967296|0):(n=~(-t/4294967296),4294967295^(r=~(-t%4294967296))?r=r+1|0:(r=0,n=n+1|0)),t>=0x10000000000000000||t<-0x10000000000000000)throw new Error(\"Given varint doesn't fit into 10 bytes\");e.realloc(10),function(t,e,r){r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos]=127&t}(r,0,e),function(t,e){var r=(7&t)<<4;e.buf[e.pos++]|=r|((t>>>=3)?128:0),t&&(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),t&&(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),t&&(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),t&&(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),t&&(e.buf[e.pos++]=127&t)))))}(n,e)}(t,this):(this.realloc(4),this.buf[this.pos++]=127&t|(t>127?128:0),t<=127||(this.buf[this.pos++]=127&(t>>>=7)|(t>127?128:0),t<=127||(this.buf[this.pos++]=127&(t>>>=7)|(t>127?128:0),t<=127||(this.buf[this.pos++]=t>>>7&127))))},writeSVarint:function(t){this.writeVarint(t<0?2*-t-1:2*t)},writeBoolean:function(t){this.writeVarint(Boolean(t))},writeString:function(t){t=String(t),this.realloc(4*t.length),this.pos++;var e=this.pos;this.pos=function(t,e,r){for(var n,a,i=0;i<e.length;i++){if((n=e.charCodeAt(i))>55295&&n<57344){if(!a){n>56319||i+1===e.length?(t[r++]=239,t[r++]=191,t[r++]=189):a=n;continue}if(n<56320){t[r++]=239,t[r++]=191,t[r++]=189,a=n;continue}n=a-55296<<10|n-56320|65536,a=null}else a&&(t[r++]=239,t[r++]=191,t[r++]=189,a=null);n<128?t[r++]=n:(n<2048?t[r++]=n>>6|192:(n<65536?t[r++]=n>>12|224:(t[r++]=n>>18|240,t[r++]=n>>12&63|128),t[r++]=n>>6&63|128),t[r++]=63&n|128)}return r}(this.buf,t,this.pos);var r=this.pos-e;r>=128&&nl(e,r,this),this.pos=e-1,this.writeVarint(r),this.pos+=r},writeFloat:function(t){this.realloc(4),Qs(this.buf,t,this.pos,!0,23,4),this.pos+=4},writeDouble:function(t){this.realloc(8),Qs(this.buf,t,this.pos,!0,52,8),this.pos+=8},writeBytes:function(t){var e=t.length;this.writeVarint(e),this.realloc(e);for(var r=0;r<e;r++)this.buf[this.pos++]=t[r]},writeRawMessage:function(t,e){this.pos++;var r=this.pos;t(e,this);var n=this.pos-r;n>=128&&nl(r,n,this),this.pos=r-1,this.writeVarint(n),this.pos+=n},writeMessage:function(t,e,r){this.writeTag(t,tl.Bytes),this.writeRawMessage(e,r)},writePackedVarint:function(t,e){e.length&&this.writeMessage(t,al,e)},writePackedSVarint:function(t,e){e.length&&this.writeMessage(t,il,e)},writePackedBoolean:function(t,e){e.length&&this.writeMessage(t,ll,e)},writePackedFloat:function(t,e){e.length&&this.writeMessage(t,ol,e)},writePackedDouble:function(t,e){e.length&&this.writeMessage(t,sl,e)},writePackedFixed32:function(t,e){e.length&&this.writeMessage(t,cl,e)},writePackedSFixed32:function(t,e){e.length&&this.writeMessage(t,ul,e)},writePackedFixed64:function(t,e){e.length&&this.writeMessage(t,hl,e)},writePackedSFixed64:function(t,e){e.length&&this.writeMessage(t,fl,e)},writeBytesField:function(t,e){this.writeTag(t,tl.Bytes),this.writeBytes(e)},writeFixed32Field:function(t,e){this.writeTag(t,tl.Fixed32),this.writeFixed32(e)},writeSFixed32Field:function(t,e){this.writeTag(t,tl.Fixed32),this.writeSFixed32(e)},writeFixed64Field:function(t,e){this.writeTag(t,tl.Fixed64),this.writeFixed64(e)},writeSFixed64Field:function(t,e){this.writeTag(t,tl.Fixed64),this.writeSFixed64(e)},writeVarintField:function(t,e){this.writeTag(t,tl.Varint),this.writeVarint(e)},writeSVarintField:function(t,e){this.writeTag(t,tl.Varint),this.writeSVarint(e)},writeStringField:function(t,e){this.writeTag(t,tl.Bytes),this.writeString(e)},writeFloatField:function(t,e){this.writeTag(t,tl.Fixed32),this.writeFloat(e)},writeDoubleField:function(t,e){this.writeTag(t,tl.Fixed64),this.writeDouble(e)},writeBooleanField:function(t,e){this.writeVarintField(t,Boolean(e))}};var vl=3;function ml(t,e,r){1===t&&r.readMessage(yl,e)}function yl(t,e,r){if(3===t){var n=r.readMessage(xl,{}),a=n.id,i=n.bitmap,o=n.width,s=n.height,l=n.left,c=n.top,u=n.advance;e.push({id:a,bitmap:new Ci({width:o+2*vl,height:s+2*vl},i),metrics:{width:o,height:s,left:l,top:c,advance:u}})}}function xl(t,e,r){1===t?e.id=r.readVarint():2===t?e.bitmap=r.readBytes():3===t?e.width=r.readVarint():4===t?e.height=r.readVarint():5===t?e.left=r.readSVarint():6===t?e.top=r.readSVarint():7===t&&(e.advance=r.readVarint())}var bl=vl,_l=function(t){var e=this;this._callback=t,this._triggered=!1,\"undefined\"!=typeof MessageChannel&&(this._channel=new MessageChannel,this._channel.port2.onmessage=function(){e._triggered=!1,e._callback()})};_l.prototype.trigger=function(){var t=this;this._triggered||(this._triggered=!0,this._channel?this._channel.port1.postMessage(!0):setTimeout(function(){t._triggered=!1,t._callback()},0))};var wl=function(t,e,r){this.target=t,this.parent=e,this.mapId=r,this.callbacks={},this.tasks={},this.taskQueue=[],this.cancelCallbacks={},v([\"receive\",\"process\"],this),this.invoker=new _l(this.process),this.target.addEventListener(\"message\",this.receive,!1)};function kl(t,e,r){var n=2*Math.PI*6378137/256/Math.pow(2,r);return[t*n-2*Math.PI*6378137/2,e*n-2*Math.PI*6378137/2]}wl.prototype.send=function(t,e,r,n){var a=this,i=Math.round(1e18*Math.random()).toString(36).substring(0,10);r&&(this.callbacks[i]=r);var o=[];return this.target.postMessage({id:i,type:t,hasCallback:!!r,targetMapId:n,sourceMapId:this.mapId,data:gn(e,o)},o),{cancel:function(){r&&delete a.callbacks[i],a.target.postMessage({id:i,type:\"<cancel>\",targetMapId:n,sourceMapId:a.mapId})}}},wl.prototype.receive=function(t){var e=t.data,r=e.id;if(r&&(!e.targetMapId||this.mapId===e.targetMapId))if(\"<cancel>\"===e.type){delete this.tasks[r];var n=this.cancelCallbacks[r];delete this.cancelCallbacks[r],n&&n()}else this.tasks[r]=e,this.taskQueue.push(r),this.invoker.trigger()},wl.prototype.process=function(){var t=this;if(this.taskQueue.length){var e=this.taskQueue.shift(),r=this.tasks[e];if(delete this.tasks[e],this.taskQueue.length&&this.invoker.trigger(),r)if(\"<response>\"===r.type){var n=this.callbacks[e];delete this.callbacks[e],n&&(r.error?n(vn(r.error)):n(null,vn(r.data)))}else{var a=!1,i=r.hasCallback?function(r,n){a=!0,delete t.cancelCallbacks[e];var i=[];t.target.postMessage({id:e,type:\"<response>\",sourceMapId:t.mapId,error:r?gn(r):null,data:gn(n,i)},i)}:function(t){a=!0},o=null,s=vn(r.data);if(this.parent[r.type])o=this.parent[r.type](r.sourceMapId,s,i);else if(this.parent.getWorkerSource){var l=r.type.split(\".\");o=this.parent.getWorkerSource(r.sourceMapId,l[0],s.source)[l[1]](s,i)}else i(new Error(\"Could not find function \"+r.type));!a&&o&&o.cancel&&(this.cancelCallbacks[e]=o.cancel)}}},wl.prototype.remove=function(){this.target.removeEventListener(\"message\",this.receive,!1)};var Tl=function(t,e){t&&(e?this.setSouthWest(t).setNorthEast(e):4===t.length?this.setSouthWest([t[0],t[1]]).setNorthEast([t[2],t[3]]):this.setSouthWest(t[0]).setNorthEast(t[1]))};Tl.prototype.setNorthEast=function(t){return this._ne=t instanceof Ml?new Ml(t.lng,t.lat):Ml.convert(t),this},Tl.prototype.setSouthWest=function(t){return this._sw=t instanceof Ml?new Ml(t.lng,t.lat):Ml.convert(t),this},Tl.prototype.extend=function(t){var e,r,n=this._sw,a=this._ne;if(t instanceof Ml)e=t,r=t;else{if(!(t instanceof Tl))return Array.isArray(t)?t.every(Array.isArray)?this.extend(Tl.convert(t)):this.extend(Ml.convert(t)):this;if(e=t._sw,r=t._ne,!e||!r)return this}return n||a?(n.lng=Math.min(e.lng,n.lng),n.lat=Math.min(e.lat,n.lat),a.lng=Math.max(r.lng,a.lng),a.lat=Math.max(r.lat,a.lat)):(this._sw=new Ml(e.lng,e.lat),this._ne=new Ml(r.lng,r.lat)),this},Tl.prototype.getCenter=function(){return new Ml((this._sw.lng+this._ne.lng)/2,(this._sw.lat+this._ne.lat)/2)},Tl.prototype.getSouthWest=function(){return this._sw},Tl.prototype.getNorthEast=function(){return this._ne},Tl.prototype.getNorthWest=function(){return new Ml(this.getWest(),this.getNorth())},Tl.prototype.getSouthEast=function(){return new Ml(this.getEast(),this.getSouth())},Tl.prototype.getWest=function(){return this._sw.lng},Tl.prototype.getSouth=function(){return this._sw.lat},Tl.prototype.getEast=function(){return this._ne.lng},Tl.prototype.getNorth=function(){return this._ne.lat},Tl.prototype.toArray=function(){return[this._sw.toArray(),this._ne.toArray()]},Tl.prototype.toString=function(){return\"LngLatBounds(\"+this._sw.toString()+\", \"+this._ne.toString()+\")\"},Tl.prototype.isEmpty=function(){return!(this._sw&&this._ne)},Tl.convert=function(t){return!t||t instanceof Tl?t:new Tl(t)};var Ml=function(t,e){if(isNaN(t)||isNaN(e))throw new Error(\"Invalid LngLat object: (\"+t+\", \"+e+\")\");if(this.lng=+t,this.lat=+e,this.lat>90||this.lat<-90)throw new Error(\"Invalid LngLat latitude value: must be between -90 and 90\")};Ml.prototype.wrap=function(){return new Ml(u(this.lng,-180,180),this.lat)},Ml.prototype.toArray=function(){return[this.lng,this.lat]},Ml.prototype.toString=function(){return\"LngLat(\"+this.lng+\", \"+this.lat+\")\"},Ml.prototype.toBounds=function(t){void 0===t&&(t=0);var e=360*t/40075017,r=e/Math.cos(Math.PI/180*this.lat);return new Tl(new Ml(this.lng-r,this.lat-e),new Ml(this.lng+r,this.lat+e))},Ml.convert=function(t){if(t instanceof Ml)return t;if(Array.isArray(t)&&(2===t.length||3===t.length))return new Ml(Number(t[0]),Number(t[1]));if(!Array.isArray(t)&&\"object\"==typeof t&&null!==t)return new Ml(Number(\"lng\"in t?t.lng:t.lon),Number(t.lat));throw new Error(\"`LngLatLike` argument must be specified as a LngLat instance, an object {lng: <lng>, lat: <lat>}, an object {lon: <lng>, lat: <lat>}, or an array of [<lng>, <lat>]\")};var Al=2*Math.PI*6378137;function Sl(t){return Al*Math.cos(t*Math.PI/180)}function El(t){return(180+t)/360}function Ll(t){return(180-180/Math.PI*Math.log(Math.tan(Math.PI/4+t*Math.PI/360)))/360}function Cl(t,e){return t/Sl(e)}function Pl(t){var e=180-360*t;return 360/Math.PI*Math.atan(Math.exp(e*Math.PI/180))-90}var Ol=function(t,e,r){void 0===r&&(r=0),this.x=+t,this.y=+e,this.z=+r};Ol.fromLngLat=function(t,e){void 0===e&&(e=0);var r=Ml.convert(t);return new Ol(El(r.lng),Ll(r.lat),Cl(e,r.lat))},Ol.prototype.toLngLat=function(){return new Ml(360*this.x-180,Pl(this.y))},Ol.prototype.toAltitude=function(){return this.z*Sl(Pl(this.y))},Ol.prototype.meterInMercatorCoordinateUnits=function(){return 1/Al*(t=Pl(this.y),1/Math.cos(t*Math.PI/180));var t};var zl=function(t,e,r){this.z=t,this.x=e,this.y=r,this.key=Rl(0,t,e,r)};zl.prototype.equals=function(t){return this.z===t.z&&this.x===t.x&&this.y===t.y},zl.prototype.url=function(t,e){var r,n,a,i,o,s=(r=this.x,n=this.y,a=this.z,i=kl(256*r,256*(n=Math.pow(2,a)-n-1),a),o=kl(256*(r+1),256*(n+1),a),i[0]+\",\"+i[1]+\",\"+o[0]+\",\"+o[1]),l=function(t,e,r){for(var n,a=\"\",i=t;i>0;i--)a+=(e&(n=1<<i-1)?1:0)+(r&n?2:0);return a}(this.z,this.x,this.y);return t[(this.x+this.y)%t.length].replace(\"{prefix}\",(this.x%16).toString(16)+(this.y%16).toString(16)).replace(\"{z}\",String(this.z)).replace(\"{x}\",String(this.x)).replace(\"{y}\",String(\"tms\"===e?Math.pow(2,this.z)-this.y-1:this.y)).replace(\"{quadkey}\",l).replace(\"{bbox-epsg-3857}\",s)},zl.prototype.getTilePoint=function(t){var e=Math.pow(2,this.z);return new a((t.x*e-this.x)*ti,(t.y*e-this.y)*ti)};var Il=function(t,e){this.wrap=t,this.canonical=e,this.key=Rl(t,e.z,e.x,e.y)},Dl=function(t,e,r,n,a){this.overscaledZ=t,this.wrap=e,this.canonical=new zl(r,+n,+a),this.key=Rl(e,t,n,a)};function Rl(t,e,r,n){(t*=2)<0&&(t=-1*t-1);var a=1<<e;return 32*(a*a*t+a*n+r)+e}Dl.prototype.equals=function(t){return this.overscaledZ===t.overscaledZ&&this.wrap===t.wrap&&this.canonical.equals(t.canonical)},Dl.prototype.scaledTo=function(t){var e=this.canonical.z-t;return t>this.canonical.z?new Dl(t,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y):new Dl(t,this.wrap,t,this.canonical.x>>e,this.canonical.y>>e)},Dl.prototype.isChildOf=function(t){if(t.wrap!==this.wrap)return!1;var e=this.canonical.z-t.canonical.z;return 0===t.overscaledZ||t.overscaledZ<this.overscaledZ&&t.canonical.x===this.canonical.x>>e&&t.canonical.y===this.canonical.y>>e},Dl.prototype.children=function(t){if(this.overscaledZ>=t)return[new Dl(this.overscaledZ+1,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y)];var e=this.canonical.z+1,r=2*this.canonical.x,n=2*this.canonical.y;return[new Dl(e,this.wrap,e,r,n),new Dl(e,this.wrap,e,r+1,n),new Dl(e,this.wrap,e,r,n+1),new Dl(e,this.wrap,e,r+1,n+1)]},Dl.prototype.isLessThan=function(t){return this.wrap<t.wrap||!(this.wrap>t.wrap)&&(this.overscaledZ<t.overscaledZ||!(this.overscaledZ>t.overscaledZ)&&(this.canonical.x<t.canonical.x||!(this.canonical.x>t.canonical.x)&&this.canonical.y<t.canonical.y))},Dl.prototype.wrapped=function(){return new Dl(this.overscaledZ,0,this.canonical.z,this.canonical.x,this.canonical.y)},Dl.prototype.unwrapTo=function(t){return new Dl(this.overscaledZ,t,this.canonical.z,this.canonical.x,this.canonical.y)},Dl.prototype.overscaleFactor=function(){return Math.pow(2,this.overscaledZ-this.canonical.z)},Dl.prototype.toUnwrapped=function(){return new Il(this.wrap,this.canonical)},Dl.prototype.toString=function(){return this.overscaledZ+\"/\"+this.canonical.x+\"/\"+this.canonical.y},Dl.prototype.getTilePoint=function(t){return this.canonical.getTilePoint(new Ol(t.x-this.wrap,t.y))},pn(\"CanonicalTileID\",zl),pn(\"OverscaledTileID\",Dl,{omit:[\"posMatrix\"]});var Fl=function(t,e,r){if(this.uid=t,e.height!==e.width)throw new RangeError(\"DEM tiles must be square\");if(r&&\"mapbox\"!==r&&\"terrarium\"!==r)return w('\"'+r+'\" is not a valid encoding type. Valid types include \"mapbox\" and \"terrarium\".');var n=this.dim=e.height;this.stride=this.dim+2,this.data=new Int32Array(this.stride*this.stride);for(var a=e.data,i=\"terrarium\"===r?this._unpackTerrarium:this._unpackMapbox,o=0;o<n;o++)for(var s=0;s<n;s++){var l=4*(o*n+s);this.set(s,o,i(a[l],a[l+1],a[l+2]))}for(var c=0;c<n;c++)this.set(-1,c,this.get(0,c)),this.set(n,c,this.get(n-1,c)),this.set(c,-1,this.get(c,0)),this.set(c,n,this.get(c,n-1));this.set(-1,-1,this.get(0,0)),this.set(n,-1,this.get(n-1,0)),this.set(-1,n,this.get(0,n-1)),this.set(n,n,this.get(n-1,n-1))};Fl.prototype.set=function(t,e,r){this.data[this._idx(t,e)]=r+65536},Fl.prototype.get=function(t,e){return this.data[this._idx(t,e)]-65536},Fl.prototype._idx=function(t,e){if(t<-1||t>=this.dim+1||e<-1||e>=this.dim+1)throw new RangeError(\"out of range source coordinates for DEM data\");return(e+1)*this.stride+(t+1)},Fl.prototype._unpackMapbox=function(t,e,r){return(256*t*256+256*e+r)/10-1e4},Fl.prototype._unpackTerrarium=function(t,e,r){return 256*t+e+r/256-32768},Fl.prototype.getPixels=function(){return new Pi({width:this.stride,height:this.stride},new Uint8Array(this.data.buffer))},Fl.prototype.backfillBorder=function(t,e,r){if(this.dim!==t.dim)throw new Error(\"dem dimension mismatch\");var n=e*this.dim,a=e*this.dim+this.dim,i=r*this.dim,o=r*this.dim+this.dim;switch(e){case-1:n=a-1;break;case 1:a=n+1}switch(r){case-1:i=o-1;break;case 1:o=i+1}for(var s=-e*this.dim,l=-r*this.dim,c=i;c<o;c++)for(var u=n;u<a;u++)this.set(u,c,t.get(u+s,c+l))},pn(\"DEMData\",Fl);var Bl=Zn([{name:\"a_pos\",type:\"Int16\",components:2},{name:\"a_texture_pos\",type:\"Int16\",components:2}]),Nl=function(t){this._stringToNumber={},this._numberToString=[];for(var e=0;e<t.length;e++){var r=t[e];this._stringToNumber[r]=e,this._numberToString[e]=r}};Nl.prototype.encode=function(t){return this._stringToNumber[t]},Nl.prototype.decode=function(t){return this._numberToString[t]};var jl=function(t,e,r,n){this.type=\"Feature\",this._vectorTileFeature=t,t._z=e,t._x=r,t._y=n,this.properties=t.properties,null!=t.id&&(this.id=t.id)},Vl={geometry:{configurable:!0}};Vl.geometry.get=function(){return void 0===this._geometry&&(this._geometry=this._vectorTileFeature.toGeoJSON(this._vectorTileFeature._x,this._vectorTileFeature._y,this._vectorTileFeature._z).geometry),this._geometry},Vl.geometry.set=function(t){this._geometry=t},jl.prototype.toJSON=function(){var t={geometry:this.geometry};for(var e in this)\"_geometry\"!==e&&\"_vectorTileFeature\"!==e&&(t[e]=this[e]);return t},Object.defineProperties(jl.prototype,Vl);var Ul=function(){this.state={},this.stateChanges={},this.deletedStates={}};Ul.prototype.updateState=function(t,e,r){var n=String(e);if(this.stateChanges[t]=this.stateChanges[t]||{},this.stateChanges[t][n]=this.stateChanges[t][n]||{},h(this.stateChanges[t][n],r),null===this.deletedStates[t])for(var a in this.deletedStates[t]={},this.state[t])a!==n&&(this.deletedStates[t][a]=null);else if(this.deletedStates[t]&&null===this.deletedStates[t][n])for(var i in this.deletedStates[t][n]={},this.state[t][n])r[i]||(this.deletedStates[t][n][i]=null);else for(var o in r)this.deletedStates[t]&&this.deletedStates[t][n]&&null===this.deletedStates[t][n][o]&&delete this.deletedStates[t][n][o]},Ul.prototype.removeFeatureState=function(t,e,r){if(null!==this.deletedStates[t]){var n=String(e);if(this.deletedStates[t]=this.deletedStates[t]||{},r&&void 0!==e&&e>=0)null!==this.deletedStates[t][n]&&(this.deletedStates[t][n]=this.deletedStates[t][n]||{},this.deletedStates[t][n][r]=null);else if(void 0!==e&&e>=0)if(this.stateChanges[t]&&this.stateChanges[t][n])for(r in this.deletedStates[t][n]={},this.stateChanges[t][n])this.deletedStates[t][n][r]=null;else this.deletedStates[t][n]=null;else this.deletedStates[t]=null}},Ul.prototype.getState=function(t,e){var r=String(e),n=this.state[t]||{},a=this.stateChanges[t]||{},i=h({},n[r],a[r]);if(null===this.deletedStates[t])return{};if(this.deletedStates[t]){var o=this.deletedStates[t][e];if(null===o)return{};for(var s in o)delete i[s]}return i},Ul.prototype.initializeTileState=function(t,e){t.setFeatureState(this.state,e)},Ul.prototype.coalesceChanges=function(t,e){var r={};for(var n in this.stateChanges){this.state[n]=this.state[n]||{};var a={};for(var i in this.stateChanges[n])this.state[n][i]||(this.state[n][i]={}),h(this.state[n][i],this.stateChanges[n][i]),a[i]=this.state[n][i];r[n]=a}for(var o in this.deletedStates){this.state[o]=this.state[o]||{};var s={};if(null===this.deletedStates[o])for(var l in this.state[o])s[l]={},this.state[o][l]={};else for(var c in this.deletedStates[o]){if(null===this.deletedStates[o][c])this.state[o][c]={};else for(var u=0,f=Object.keys(this.deletedStates[o][c]);u<f.length;u+=1){var p=f[u];delete this.state[o][c][p]}s[c]=this.state[o][c]}r[o]=r[o]||{},h(r[o],s)}if(this.stateChanges={},this.deletedStates={},0!==Object.keys(r).length)for(var d in t)t[d].setFeatureState(r,e)};var ql=function(t,e,r){this.tileID=t,this.x=t.canonical.x,this.y=t.canonical.y,this.z=t.canonical.z,this.grid=e||new ln(ti,16,0),this.grid3D=new ln(ti,16,0),this.featureIndexArray=r||new La};function Hl(t){for(var e=1/0,r=1/0,n=-1/0,a=-1/0,i=0,o=t;i<o.length;i+=1){var s=o[i];e=Math.min(e,s.x),r=Math.min(r,s.y),n=Math.max(n,s.x),a=Math.max(a,s.y)}return{minX:e,minY:r,maxX:n,maxY:a}}function Gl(t,e){return e-t}ql.prototype.insert=function(t,e,r,n,a,i){var o=this.featureIndexArray.length;this.featureIndexArray.emplaceBack(r,n,a);for(var s=i?this.grid3D:this.grid,l=0;l<e.length;l++){for(var c=e[l],u=[1/0,1/0,-1/0,-1/0],h=0;h<c.length;h++){var f=c[h];u[0]=Math.min(u[0],f.x),u[1]=Math.min(u[1],f.y),u[2]=Math.max(u[2],f.x),u[3]=Math.max(u[3],f.y)}u[0]<ti&&u[1]<ti&&u[2]>=0&&u[3]>=0&&s.insert(o,u[0],u[1],u[2],u[3])}},ql.prototype.loadVTLayers=function(){return this.vtLayers||(this.vtLayers=new zo.VectorTile(new $s(this.rawTileData)).layers,this.sourceLayerCoder=new Nl(this.vtLayers?Object.keys(this.vtLayers).sort():[\"_geojsonTileLayer\"])),this.vtLayers},ql.prototype.query=function(t,e,r){var n=this;this.loadVTLayers();for(var i=t.params||{},o=ti/t.tileSize/t.scale,s=Dr(i.filter),l=t.queryGeometry,c=t.queryPadding*o,u=Hl(l),h=this.grid.query(u.minX-c,u.minY-c,u.maxX+c,u.maxY+c),f=Hl(t.cameraQueryGeometry),p=0,d=this.grid3D.query(f.minX-c,f.minY-c,f.maxX+c,f.maxY+c,function(e,r,n,i){return function(t,e,r,n,i){for(var o=0,s=t;o<s.length;o+=1){var l=s[o];if(e<=l.x&&r<=l.y&&n>=l.x&&i>=l.y)return!0}var c=[new a(e,r),new a(e,i),new a(n,i),new a(n,r)];if(t.length>2)for(var u=0,h=c;u<h.length;u+=1)if(di(t,h[u]))return!0;for(var f=0;f<t.length-1;f++)if(gi(t[f],t[f+1],c))return!0;return!1}(t.cameraQueryGeometry,e-c,r-c,n+c,i+c)});p<d.length;p+=1){var g=d[p];h.push(g)}h.sort(Gl);for(var v,m={},y=function(a){var c=h[a];if(c!==v){v=c;var u=n.featureIndexArray.get(c),f=null;n.loadMatchingFeature(m,u.bucketIndex,u.sourceLayerIndex,u.featureIndex,s,i.layers,e,function(e,a){f||(f=ri(e));var i={};return e.id&&(i=r.getState(a.sourceLayer||\"_geojsonTileLayer\",e.id)),a.queryIntersectsFeature(l,e,i,f,n.z,t.transform,o,t.pixelPosMatrix)})}},x=0;x<h.length;x++)y(x);return m},ql.prototype.loadMatchingFeature=function(t,e,r,n,a,i,o,s){var l=this.bucketLayerIDs[e];if(!i||function(t,e){for(var r=0;r<t.length;r++)if(e.indexOf(t[r])>=0)return!0;return!1}(i,l)){var c=this.sourceLayerCoder.decode(r),u=this.vtLayers[c].feature(n);if(a(new Cn(this.tileID.overscaledZ),u))for(var h=0;h<l.length;h++){var f=l[h];if(!(i&&i.indexOf(f)<0)){var p=o[f];if(p){var d=!s||s(u,p);if(d){var g=new jl(u,this.z,this.x,this.y);g.layer=p.serialize();var v=t[f];void 0===v&&(v=t[f]=[]),v.push({featureIndex:n,feature:g,intersectionZ:d})}}}}}},ql.prototype.lookupSymbolFeatures=function(t,e,r,n,a,i){var o={};this.loadVTLayers();for(var s=Dr(n),l=0,c=t;l<c.length;l+=1){var u=c[l];this.loadMatchingFeature(o,e,r,u,s,a,i)}return o},ql.prototype.hasLayer=function(t){for(var e=0,r=this.bucketLayerIDs;e<r.length;e+=1)for(var n=0,a=r[e];n<a.length;n+=1)if(t===a[n])return!0;return!1},pn(\"FeatureIndex\",ql,{omit:[\"rawTileData\",\"sourceLayerCoder\"]});var Yl=function(t,e){this.tileID=t,this.uid=p(),this.uses=0,this.tileSize=e,this.buckets={},this.expirationTime=null,this.queryPadding=0,this.hasSymbolBuckets=!1,this.expiredRequestCount=0,this.state=\"loading\"};function Wl(t,e,r,n,a){if(void 0===e.segment)return!0;for(var i=e,o=e.segment+1,s=0;s>-r/2;){if(--o<0)return!1;s-=t[o].dist(i),i=t[o]}s+=t[o].dist(t[o+1]),o++;for(var l=[],c=0;s<r/2;){var u=t[o-1],h=t[o],f=t[o+1];if(!f)return!1;var p=u.angleTo(h)-h.angleTo(f);for(p=Math.abs((p+3*Math.PI)%(2*Math.PI)-Math.PI),l.push({distance:s,angleDelta:p}),c+=p;s-l[0].distance>n;)c-=l.shift().angleDelta;if(c>a)return!1;o++,s+=h.dist(f)}return!0}function Xl(t){for(var e=0,r=0;r<t.length-1;r++)e+=t[r].dist(t[r+1]);return e}function Zl(t,e,r){return t?.6*e*r:0}function Jl(t,e){return Math.max(t?t.right-t.left:0,e?e.right-e.left:0)}function Kl(t,e,r,n,a,i){for(var o=Zl(r,a,i),s=Jl(r,n)*i,l=0,c=Xl(t)/2,u=0;u<t.length-1;u++){var h=t[u],f=t[u+1],p=h.dist(f);if(l+p>c){var d=(c-l)/p,g=ye(h.x,f.x,d),v=ye(h.y,f.y,d),m=new xs(g,v,f.angleTo(h),u);return m._round(),!o||Wl(t,m,s,o,e)?m:void 0}l+=p}}function Ql(t,e,r,n,a,i,o,s,l){var c=Zl(n,i,o),u=Jl(n,a),h=u*o,f=0===t[0].x||t[0].x===l||0===t[0].y||t[0].y===l;return e-h<e/4&&(e=h+e/4),function t(e,r,n,a,i,o,s,l,c){for(var u=o/2,h=Xl(e),f=0,p=r-n,d=[],g=0;g<e.length-1;g++){for(var v=e[g],m=e[g+1],y=v.dist(m),x=m.angleTo(v);p+n<f+y;){var b=((p+=n)-f)/y,_=ye(v.x,m.x,b),w=ye(v.y,m.y,b);if(_>=0&&_<c&&w>=0&&w<c&&p-u>=0&&p+u<=h){var k=new xs(_,w,x,g);k._round(),a&&!Wl(e,k,o,a,i)||d.push(k)}}f+=y}return l||d.length||s||(d=t(e,f/2,n,a,i,o,s,!0,c)),d}(t,f?e/2*s%e:(u/2+2*i)*o*s%e,e,c,r,h,f,!1,l)}Yl.prototype.registerFadeDuration=function(t){var e=t+this.timeAdded;e<I.now()||this.fadeEndTime&&e<this.fadeEndTime||(this.fadeEndTime=e)},Yl.prototype.wasRequested=function(){return\"errored\"===this.state||\"loaded\"===this.state||\"reloading\"===this.state},Yl.prototype.loadVectorData=function(t,e,r){if(this.hasData()&&this.unloadVectorData(),this.state=\"loaded\",t){for(var n in t.featureIndex&&(this.latestFeatureIndex=t.featureIndex,t.rawTileData?(this.latestRawTileData=t.rawTileData,this.latestFeatureIndex.rawTileData=t.rawTileData):this.latestRawTileData&&(this.latestFeatureIndex.rawTileData=this.latestRawTileData)),this.collisionBoxArray=t.collisionBoxArray,this.buckets=function(t,e){var r={};if(!e)return r;for(var n=function(){var t=i[a],n=t.layerIds.map(function(t){return e.getLayer(t)}).filter(Boolean);if(0!==n.length){t.layers=n,t.stateDependentLayerIds&&(t.stateDependentLayers=t.stateDependentLayerIds.map(function(t){return n.filter(function(e){return e.id===t})[0]}));for(var o=0,s=n;o<s.length;o+=1){var l=s[o];r[l.id]=t}}},a=0,i=t;a<i.length;a+=1)n();return r}(t.buckets,e.style),this.hasSymbolBuckets=!1,this.buckets){var a=this.buckets[n];if(a instanceof Ps){if(this.hasSymbolBuckets=!0,!r)break;a.justReloaded=!0}}for(var i in this.queryPadding=0,this.buckets){var o=this.buckets[i];this.queryPadding=Math.max(this.queryPadding,e.style.getLayer(i).queryRadius(o))}t.imageAtlas&&(this.imageAtlas=t.imageAtlas),t.glyphAtlasImage&&(this.glyphAtlasImage=t.glyphAtlasImage)}else this.collisionBoxArray=new xa},Yl.prototype.unloadVectorData=function(){for(var t in this.buckets)this.buckets[t].destroy();this.buckets={},this.imageAtlasTexture&&this.imageAtlasTexture.destroy(),this.imageAtlas&&(this.imageAtlas=null),this.glyphAtlasTexture&&this.glyphAtlasTexture.destroy(),this.latestFeatureIndex=null,this.state=\"unloaded\"},Yl.prototype.unloadDEMData=function(){this.dem=null,this.neighboringTiles=null,this.state=\"unloaded\"},Yl.prototype.getBucket=function(t){return this.buckets[t.id]},Yl.prototype.upload=function(t){for(var e in this.buckets){var r=this.buckets[e];r.uploadPending()&&r.upload(t)}var n=t.gl;this.imageAtlas&&!this.imageAtlas.uploaded&&(this.imageAtlasTexture=new Js(t,this.imageAtlas.image,n.RGBA),this.imageAtlas.uploaded=!0),this.glyphAtlasImage&&(this.glyphAtlasTexture=new Js(t,this.glyphAtlasImage,n.ALPHA),this.glyphAtlasImage=null)},Yl.prototype.prepare=function(t){this.imageAtlas&&this.imageAtlas.patchUpdatedImages(t,this.imageAtlasTexture)},Yl.prototype.queryRenderedFeatures=function(t,e,r,n,a,i,o,s,l){return this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData?this.latestFeatureIndex.query({queryGeometry:r,cameraQueryGeometry:n,scale:a,tileSize:this.tileSize,pixelPosMatrix:l,transform:o,params:i,queryPadding:this.queryPadding*s},t,e):{}},Yl.prototype.querySourceFeatures=function(t,e){if(this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData){var r=this.latestFeatureIndex.loadVTLayers(),n=e?e.sourceLayer:\"\",a=r._geojsonTileLayer||r[n];if(a)for(var i=Dr(e&&e.filter),o=this.tileID.canonical,s=o.z,l=o.x,c=o.y,u={z:s,x:l,y:c},h=0;h<a.length;h++){var f=a.feature(h);if(i(new Cn(this.tileID.overscaledZ),f)){var p=new jl(f,s,l,c);p.tile=u,t.push(p)}}}},Yl.prototype.clearMask=function(){this.segments&&(this.segments.destroy(),delete this.segments),this.maskedBoundsBuffer&&(this.maskedBoundsBuffer.destroy(),delete this.maskedBoundsBuffer),this.maskedIndexBuffer&&(this.maskedIndexBuffer.destroy(),delete this.maskedIndexBuffer)},Yl.prototype.setMask=function(t,e){if(!o(this.mask,t)&&(this.mask=t,this.clearMask(),!o(t,{0:!0}))){var r=new Qn,n=new pa;this.segments=new Pa,this.segments.prepareSegment(0,r,n);for(var i=Object.keys(t),s=0;s<i.length;s++){var l=t[+i[s]],c=ti>>l.z,u=new a(l.x*c,l.y*c),h=new a(u.x+c,u.y+c),f=this.segments.prepareSegment(4,r,n);r.emplaceBack(u.x,u.y,u.x,u.y),r.emplaceBack(h.x,u.y,h.x,u.y),r.emplaceBack(u.x,h.y,u.x,h.y),r.emplaceBack(h.x,h.y,h.x,h.y);var p=f.vertexLength;n.emplaceBack(p,p+1,p+2),n.emplaceBack(p+1,p+2,p+3),f.vertexLength+=4,f.primitiveLength+=2}this.maskedBoundsBuffer=e.createVertexBuffer(r,Bl.members),this.maskedIndexBuffer=e.createIndexBuffer(n)}},Yl.prototype.hasData=function(){return\"loaded\"===this.state||\"reloading\"===this.state||\"expired\"===this.state},Yl.prototype.patternsLoaded=function(){return this.imageAtlas&&!!Object.keys(this.imageAtlas.patternPositions).length},Yl.prototype.setExpiryData=function(t){var e=this.expirationTime;if(t.cacheControl){var r=M(t.cacheControl);r[\"max-age\"]&&(this.expirationTime=Date.now()+1e3*r[\"max-age\"])}else t.expires&&(this.expirationTime=new Date(t.expires).getTime());if(this.expirationTime){var n=Date.now(),a=!1;if(this.expirationTime>n)a=!1;else if(e)if(this.expirationTime<e)a=!0;else{var i=this.expirationTime-e;i?this.expirationTime=n+Math.max(i,3e4):a=!0}else a=!0;a?(this.expiredRequestCount++,this.state=\"expired\"):this.expiredRequestCount=0}},Yl.prototype.getExpiryTimeout=function(){if(this.expirationTime)return this.expiredRequestCount?1e3*(1<<Math.min(this.expiredRequestCount-1,31)):Math.min(this.expirationTime-(new Date).getTime(),Math.pow(2,31)-1)},Yl.prototype.setFeatureState=function(t,e){if(this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData&&0!==Object.keys(t).length){var r=this.latestFeatureIndex.loadVTLayers();for(var n in this.buckets){var a=this.buckets[n],i=a.layers[0].sourceLayer||\"_geojsonTileLayer\",o=r[i],s=t[i];o&&s&&0!==Object.keys(s).length&&(a.update(s,o,this.imageAtlas&&this.imageAtlas.patternPositions||{}),e&&e.style&&(this.queryPadding=Math.max(this.queryPadding,e.style.getLayer(n).queryRadius(a))))}}},Yl.prototype.holdingForFade=function(){return void 0!==this.symbolFadeHoldUntil},Yl.prototype.symbolFadeFinished=function(){return!this.symbolFadeHoldUntil||this.symbolFadeHoldUntil<I.now()},Yl.prototype.clearFadeHold=function(){this.symbolFadeHoldUntil=void 0},Yl.prototype.setHoldDuration=function(t){this.symbolFadeHoldUntil=I.now()+t};var $l=function(t,e,r,n,i,o,s,l,c,u,h,f){var p=s.top*l-c,d=s.bottom*l+c,g=s.left*l-c,v=s.right*l+c;if(this.boxStartIndex=t.length,u){var m=d-p,y=v-g;m>0&&(m=Math.max(10*l,m),this._addLineCollisionCircles(t,e,r,r.segment,y,m,n,i,o,h))}else{if(f){var x=new a(g,p),b=new a(v,p),_=new a(g,d),w=new a(v,d),k=f*Math.PI/180;x._rotate(k),b._rotate(k),_._rotate(k),w._rotate(k),g=Math.min(x.x,b.x,_.x,w.x),v=Math.max(x.x,b.x,_.x,w.x),p=Math.min(x.y,b.y,_.y,w.y),d=Math.max(x.y,b.y,_.y,w.y)}t.emplaceBack(r.x,r.y,g,p,v,d,n,i,o,0,0)}this.boxEndIndex=t.length};$l.prototype._addLineCollisionCircles=function(t,e,r,n,a,i,o,s,l,c){var u=i/2,h=Math.floor(a/u)||1,f=1+.4*Math.log(c)/Math.LN2,p=Math.floor(h*f/2),d=-i/2,g=r,v=n+1,m=d,y=-a/2,x=y-a/4;do{if(--v<0){if(m>y)return;v=0;break}m-=e[v].dist(g),g=e[v]}while(m>x);for(var b=e[v].dist(e[v+1]),_=-p;_<h+p;_++){var w=_*u,k=y+w;if(w<0&&(k+=w),w>a&&(k+=w-a),!(k<m)){for(;m+b<k;){if(m+=b,++v+1>=e.length)return;b=e[v].dist(e[v+1])}var T=k-m,M=e[v],A=e[v+1].sub(M)._unit()._mult(T)._add(M)._round(),S=Math.abs(k-d)<u?0:.8*(k-d);t.emplaceBack(A.x,A.y,-i/2,-i/2,i/2,i/2,o,s,l,i/2,S)}}};var tc=function(t,e){if(void 0===t&&(t=[]),void 0===e&&(e=ec),this.data=t,this.length=this.data.length,this.compare=e,this.length>0)for(var r=(this.length>>1)-1;r>=0;r--)this._down(r)};function ec(t,e){return t<e?-1:t>e?1:0}function rc(t,e,r){void 0===e&&(e=1),void 0===r&&(r=!1);for(var n=1/0,i=1/0,o=-1/0,s=-1/0,l=t[0],c=0;c<l.length;c++){var u=l[c];(!c||u.x<n)&&(n=u.x),(!c||u.y<i)&&(i=u.y),(!c||u.x>o)&&(o=u.x),(!c||u.y>s)&&(s=u.y)}var h=o-n,f=s-i,p=Math.min(h,f),d=p/2,g=new tc([],nc);if(0===p)return new a(n,i);for(var v=n;v<o;v+=p)for(var m=i;m<s;m+=p)g.push(new ac(v+d,m+d,d,t));for(var y=function(t){for(var e=0,r=0,n=0,a=t[0],i=0,o=a.length,s=o-1;i<o;s=i++){var l=a[i],c=a[s],u=l.x*c.y-c.x*l.y;r+=(l.x+c.x)*u,n+=(l.y+c.y)*u,e+=3*u}return new ac(r/e,n/e,0,t)}(t),x=g.length;g.length;){var b=g.pop();(b.d>y.d||!y.d)&&(y=b,r&&console.log(\"found best %d after %d probes\",Math.round(1e4*b.d)/1e4,x)),b.max-y.d<=e||(d=b.h/2,g.push(new ac(b.p.x-d,b.p.y-d,d,t)),g.push(new ac(b.p.x+d,b.p.y-d,d,t)),g.push(new ac(b.p.x-d,b.p.y+d,d,t)),g.push(new ac(b.p.x+d,b.p.y+d,d,t)),x+=4)}return r&&(console.log(\"num probes: 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_=t.length-3;p=t[_],d=t[_+1],g=t[_+2],(y=0===a?p:d)>=r&&y<=n&&vt(c,p,d,g),_=c.length-3,i&&_>=3&&(c[_]!==c[0]||c[_+1]!==c[1])&&vt(c,c[0],c[1],c[2]),c.length&&e.push(c)}function dt(t){var e=[];return e.size=t.size,e.start=t.start,e.end=t.end,e}function gt(t,e,r,n,a,i){for(var o=0;o<t.length;o++)pt(t[o],e,r,n,a,i,!1)}function vt(t,e,r,n){t.push(e),t.push(r),t.push(n)}function mt(t,e,r,n,a,i){var o=(i-e)/(n-e);return t.push(i),t.push(r+(a-r)*o),t.push(1),o}function yt(t,e,r,n,a,i){var o=(i-r)/(a-r);return t.push(e+(n-e)*o),t.push(i),t.push(1),o}function xt(t,e){for(var r=[],n=0;n<t.length;n++){var a,i=t[n],o=i.type;if(\"Point\"===o||\"MultiPoint\"===o||\"LineString\"===o)a=bt(i.geometry,e);else if(\"MultiLineString\"===o||\"Polygon\"===o){a=[];for(var s=0;s<i.geometry.length;s++)a.push(bt(i.geometry[s],e))}else if(\"MultiPolygon\"===o)for(a=[],s=0;s<i.geometry.length;s++){for(var l=[],c=0;c<i.geometry[s].length;c++)l.push(bt(i.geometry[s][c],e));a.push(l)}r.push(nt(i.id,o,a,i.tags))}return r}function bt(t,e){var r=[];r.size=t.size,void 0!==t.start&&(r.start=t.start,r.end=t.end);for(var n=0;n<t.length;n+=3)r.push(t[n]+e,t[n+1],t[n+2]);return r}function _t(t,e){if(t.transformed)return t;var r,n,a,i=1<<t.z,o=t.x,s=t.y;for(r=0;r<t.features.length;r++){var l=t.features[r],c=l.geometry,u=l.type;if(l.geometry=[],1===u)for(n=0;n<c.length;n+=2)l.geometry.push(wt(c[n],c[n+1],e,i,o,s));else for(n=0;n<c.length;n++){var h=[];for(a=0;a<c[n].length;a+=2)h.push(wt(c[n][a],c[n][a+1],e,i,o,s));l.geometry.push(h)}}return t.transformed=!0,t}function wt(t,e,r,n,a,i){return[Math.round(r*(t*n-a)),Math.round(r*(e*n-i))]}function kt(t,e,r,n,a){for(var i=e===a.maxZoom?0:a.tolerance/((1<<e)*a.extent),o={features:[],numPoints:0,numSimplified:0,numFeatures:0,source:null,x:r,y:n,z:e,transformed:!1,minX:2,minY:1,maxX:-1,maxY:0},s=0;s<t.length;s++){o.numFeatures++,Tt(o,t[s],i,a);var l=t[s].minX,c=t[s].minY,u=t[s].maxX,h=t[s].maxY;l<o.minX&&(o.minX=l),c<o.minY&&(o.minY=c),u>o.maxX&&(o.maxX=u),h>o.maxY&&(o.maxY=h)}return o}function Tt(t,e,r,n){var a=e.geometry,i=e.type,o=[];if(\"Point\"===i||\"MultiPoint\"===i)for(var s=0;s<a.length;s+=3)o.push(a[s]),o.push(a[s+1]),t.numPoints++,t.numSimplified++;else if(\"LineString\"===i)Mt(o,a,t,r,!1,!1);else if(\"MultiLineString\"===i||\"Polygon\"===i)for(s=0;s<a.length;s++)Mt(o,a[s],t,r,\"Polygon\"===i,0===s);else if(\"MultiPolygon\"===i)for(var l=0;l<a.length;l++){var c=a[l];for(s=0;s<c.length;s++)Mt(o,c[s],t,r,!0,0===s)}if(o.length){var u=e.tags||null;if(\"LineString\"===i&&n.lineMetrics){for(var h in u={},e.tags)u[h]=e.tags[h];u.mapbox_clip_start=a.start/a.size,u.mapbox_clip_end=a.end/a.size}var f={geometry:o,type:\"Polygon\"===i||\"MultiPolygon\"===i?3:\"LineString\"===i||\"MultiLineString\"===i?2:1,tags:u};null!==e.id&&(f.id=e.id),t.features.push(f)}}function Mt(t,e,r,n,a,i){var o=n*n;if(n>0&&e.size<(a?o:n))r.numPoints+=e.length/3;else{for(var s=[],l=0;l<e.length;l+=3)(0===n||e[l+2]>o)&&(r.numSimplified++,s.push(e[l]),s.push(e[l+1])),r.numPoints++;a&&function(t,e){for(var r=0,n=0,a=t.length,i=a-2;n<a;i=n,n+=2)r+=(t[n]-t[i])*(t[n+1]+t[i+1]);if(r>0===e)for(n=0,a=t.length;n<a/2;n+=2){var o=t[n],s=t[n+1];t[n]=t[a-2-n],t[n+1]=t[a-1-n],t[a-2-n]=o,t[a-1-n]=s}}(s,i),t.push(s)}}function At(t,e){var r=(e=this.options=function(t,e){for(var r in e)t[r]=e[r];return t}(Object.create(this.options),e)).debug;if(r&&console.time(\"preprocess data\"),e.maxZoom<0||e.maxZoom>24)throw new Error(\"maxZoom should be in the 0-24 range\");if(e.promoteId&&e.generateId)throw new Error(\"promoteId and generateId cannot be used together.\");var n=function(t,e){var r=[];if(\"FeatureCollection\"===t.type)for(var n=0;n<t.features.length;n++)it(r,t.features[n],e,n);else\"Feature\"===t.type?it(r,t,e):it(r,{geometry:t},e);return r}(t,e);this.tiles={},this.tileCoords=[],r&&(console.timeEnd(\"preprocess data\"),console.log(\"index: maxZoom: %d, maxPoints: %d\",e.indexMaxZoom,e.indexMaxPoints),console.time(\"generate tiles\"),this.stats={},this.total=0),(n=function(t,e){var r=e.buffer/e.extent,n=t,a=ht(t,1,-1-r,r,0,-1,2,e),i=ht(t,1,1-r,2+r,0,-1,2,e);return(a||i)&&(n=ht(t,1,-r,1+r,0,-1,2,e)||[],a&&(n=xt(a,1).concat(n)),i&&(n=n.concat(xt(i,-1)))),n}(n,e)).length&&this.splitTile(n,0,0,0),r&&(n.length&&console.log(\"features: %d, points: %d\",this.tiles[0].numFeatures,this.tiles[0].numPoints),console.timeEnd(\"generate tiles\"),console.log(\"tiles generated:\",this.total,JSON.stringify(this.stats)))}function St(t,e,r){return 32*((1<<t)*r+e)+t}function Et(t,e){var r=t.tileID.canonical;if(!this._geoJSONIndex)return e(null,null);var n=this._geoJSONIndex.getTile(r.z,r.x,r.y);if(!n)return e(null,null);var a=new k(n.features),i=E(a);0===i.byteOffset&&i.byteLength===i.buffer.byteLength||(i=new Uint8Array(i)),e(null,{vectorTile:a,rawData:i.buffer})}Y.prototype.load=function(t){var e=this.options,r=e.log,n=e.minZoom,a=e.maxZoom,i=e.nodeSize;r&&console.time(\"total time\");var o=\"prepare \"+t.length+\" points\";r&&console.time(o),this.points=t;for(var s=[],l=0;l<t.length;l++)t[l].geometry&&s.push(X(t[l],l));this.trees[a+1]=new H(s,tt,et,i,Float32Array),r&&console.timeEnd(o);for(var c=a;c>=n;c--){var u=+Date.now();s=this._cluster(s,c),this.trees[c]=new H(s,tt,et,i,Float32Array),r&&console.log(\"z%d: %d clusters in %dms\",c,s.length,+Date.now()-u)}return r&&console.timeEnd(\"total time\"),this},Y.prototype.getClusters=function(t,e){var r=((t[0]+180)%360+360)%360-180,n=Math.max(-90,Math.min(90,t[1])),a=180===t[2]?180:((t[2]+180)%360+360)%360-180,i=Math.max(-90,Math.min(90,t[3]));if(t[2]-t[0]>=360)r=-180,a=180;else if(r>a){var o=this.getClusters([r,n,180,i],e),s=this.getClusters([-180,n,a,i],e);return o.concat(s)}for(var l=this.trees[this._limitZoom(e)],c=[],u=0,h=l.range(K(r),Q(i),K(a),Q(n));u<h.length;u+=1){var f=h[u],p=l.points[f];c.push(p.numPoints?Z(p):this.points[p.index])}return c},Y.prototype.getChildren=function(t){var e=t>>5,r=t%32,n=\"No cluster with the specified id.\",a=this.trees[r];if(!a)throw new Error(n);var i=a.points[e];if(!i)throw new Error(n);for(var o=this.options.radius/(this.options.extent*Math.pow(2,r-1)),s=[],l=0,c=a.within(i.x,i.y,o);l<c.length;l+=1){var u=c[l],h=a.points[u];h.parentId===t&&s.push(h.numPoints?Z(h):this.points[h.index])}if(0===s.length)throw new Error(n);return s},Y.prototype.getLeaves=function(t,e,r){e=e||10,r=r||0;var n=[];return this._appendLeaves(n,t,e,r,0),n},Y.prototype.getTile=function(t,e,r){var n=this.trees[this._limitZoom(t)],a=Math.pow(2,t),i=this.options,o=i.extent,s=i.radius/o,l=(r-s)/a,c=(r+1+s)/a,u={features:[]};return this._addTileFeatures(n.range((e-s)/a,l,(e+1+s)/a,c),n.points,e,r,a,u),0===e&&this._addTileFeatures(n.range(1-s/a,l,1,c),n.points,a,r,a,u),e===a-1&&this._addTileFeatures(n.range(0,l,s/a,c),n.points,-1,r,a,u),u.features.length?u:null},Y.prototype.getClusterExpansionZoom=function(t){for(var e=t%32-1;e<=this.options.maxZoom;){var r=this.getChildren(t);if(e++,1!==r.length)break;t=r[0].properties.cluster_id}return e},Y.prototype._appendLeaves=function(t,e,r,n,a){for(var i=0,o=this.getChildren(e);i<o.length;i+=1){var s=o[i],l=s.properties;if(l&&l.cluster?a+l.point_count<=n?a+=l.point_count:a=this._appendLeaves(t,l.cluster_id,r,n,a):a<n?a++:t.push(s),t.length===r)break}return a},Y.prototype._addTileFeatures=function(t,e,r,n,a,i){for(var o=0,s=t;o<s.length;o+=1){var l=e[s[o]],c={type:1,geometry:[[Math.round(this.options.extent*(l.x*a-r)),Math.round(this.options.extent*(l.y*a-n))]],tags:l.numPoints?J(l):this.points[l.index].properties},u=l.numPoints?l.id:this.points[l.index].id;void 0!==u&&(c.id=u),i.features.push(c)}},Y.prototype._limitZoom=function(t){return Math.max(this.options.minZoom,Math.min(t,this.options.maxZoom+1))},Y.prototype._cluster=function(t,e){for(var r=[],n=this.options,a=n.radius,i=n.extent,o=n.reduce,s=a/(i*Math.pow(2,e)),l=0;l<t.length;l++){var c=t[l];if(!(c.zoom<=e)){c.zoom=e;for(var u=this.trees[e+1],h=u.within(c.x,c.y,s),f=c.numPoints||1,p=c.x*f,d=c.y*f,g=o&&f>1?this._map(c,!0):null,v=(l<<5)+(e+1),m=0,y=h;m<y.length;m+=1){var x=y[m],b=u.points[x];if(!(b.zoom<=e)){b.zoom=e;var _=b.numPoints||1;p+=b.x*_,d+=b.y*_,f+=_,b.parentId=v,o&&(g||(g=this._map(c,!0)),o(g,this._map(b)))}}1===f?r.push(c):(c.parentId=v,r.push(W(p/f,d/f,v,f,g)))}}return r},Y.prototype._map=function(t,e){if(t.numPoints)return e?$({},t.properties):t.properties;var r=this.points[t.index].properties,n=this.options.map(r);return e&&n===r?$({},n):n},At.prototype.options={maxZoom:14,indexMaxZoom:5,indexMaxPoints:1e5,tolerance:3,extent:4096,buffer:64,lineMetrics:!1,promoteId:null,generateId:!1,debug:0},At.prototype.splitTile=function(t,e,r,n,a,i,o){for(var s=[t,e,r,n],l=this.options,c=l.debug;s.length;){n=s.pop(),r=s.pop(),e=s.pop(),t=s.pop();var u=1<<e,h=St(e,r,n),f=this.tiles[h];if(!f&&(c>1&&console.time(\"creation\"),f=this.tiles[h]=kt(t,e,r,n,l),this.tileCoords.push({z:e,x:r,y:n}),c)){c>1&&(console.log(\"tile z%d-%d-%d (features: %d, points: %d, simplified: %d)\",e,r,n,f.numFeatures,f.numPoints,f.numSimplified),console.timeEnd(\"creation\"));var p=\"z\"+e;this.stats[p]=(this.stats[p]||0)+1,this.total++}if(f.source=t,a){if(e===l.maxZoom||e===a)continue;var d=1<<a-e;if(r!==Math.floor(i/d)||n!==Math.floor(o/d))continue}else if(e===l.indexMaxZoom||f.numPoints<=l.indexMaxPoints)continue;if(f.source=null,0!==t.length){c>1&&console.time(\"clipping\");var g,v,m,y,x,b,_=.5*l.buffer/l.extent,w=.5-_,k=.5+_,T=1+_;g=v=m=y=null,x=ht(t,u,r-_,r+k,0,f.minX,f.maxX,l),b=ht(t,u,r+w,r+T,0,f.minX,f.maxX,l),t=null,x&&(g=ht(x,u,n-_,n+k,1,f.minY,f.maxY,l),v=ht(x,u,n+w,n+T,1,f.minY,f.maxY,l),x=null),b&&(m=ht(b,u,n-_,n+k,1,f.minY,f.maxY,l),y=ht(b,u,n+w,n+T,1,f.minY,f.maxY,l),b=null),c>1&&console.timeEnd(\"clipping\"),s.push(g||[],e+1,2*r,2*n),s.push(v||[],e+1,2*r,2*n+1),s.push(m||[],e+1,2*r+1,2*n),s.push(y||[],e+1,2*r+1,2*n+1)}}},At.prototype.getTile=function(t,e,r){var n=this.options,a=n.extent,i=n.debug;if(t<0||t>24)return null;var o=1<<t,s=St(t,e=(e%o+o)%o,r);if(this.tiles[s])return _t(this.tiles[s],a);i>1&&console.log(\"drilling down to z%d-%d-%d\",t,e,r);for(var l,c=t,u=e,h=r;!l&&c>0;)c--,u=Math.floor(u/2),h=Math.floor(h/2),l=this.tiles[St(c,u,h)];return l&&l.source?(i>1&&console.log(\"found parent tile z%d-%d-%d\",c,u,h),i>1&&console.time(\"drilling down\"),this.splitTile(l.source,c,u,h,t,e,r),i>1&&console.timeEnd(\"drilling down\"),this.tiles[s]?_t(this.tiles[s],a):null):null};var Lt=function(e){function r(t,r,n){e.call(this,t,r,Et),n&&(this.loadGeoJSON=n)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadData=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),this._pendingCallback=e,this._pendingLoadDataParams=t,this._state&&\"Idle\"!==this._state?this._state=\"NeedsLoadData\":(this._state=\"Coalescing\",this._loadData())},r.prototype._loadData=function(){var e=this;if(this._pendingCallback&&this._pendingLoadDataParams){var r=this._pendingCallback,n=this._pendingLoadDataParams;delete this._pendingCallback,delete this._pendingLoadDataParams;var a=!!(n&&n.request&&n.request.collectResourceTiming)&&new l.Performance(n.request);this.loadGeoJSON(n,function(i,o){if(i||!o)return r(i);if(\"object\"!=typeof o)return r(new Error(\"Input data given to '\"+n.source+\"' is not a valid GeoJSON object.\"));!function t(e,r){switch(e&&e.type||null){case\"FeatureCollection\":return e.features=e.features.map(y(t,r)),e;case\"GeometryCollection\":return e.geometries=e.geometries.map(y(t,r)),e;case\"Feature\":return e.geometry=t(e.geometry,r),e;case\"Polygon\":case\"MultiPolygon\":return function(t,e){return\"Polygon\"===t.type?t.coordinates=x(t.coordinates,e):\"MultiPolygon\"===t.type&&(t.coordinates=t.coordinates.map(y(x,e))),t}(e,r);default:return e}}(o,!0);try{e._geoJSONIndex=n.cluster?new Y(function(e){var r=e.superclusterOptions,n=e.clusterProperties;if(!n||!r)return r;for(var a={},i={},o={accumulated:null,zoom:0},s={properties:null},l=Object.keys(n),c=0,u=l;c<u.length;c+=1){var h=u[c],f=n[h],p=f[0],d=f[1],g=t.createExpression(d),v=t.createExpression(\"string\"==typeof p?[p,[\"accumulated\"],[\"get\",h]]:p);a[h]=g.value,i[h]=v.value}return r.map=function(t){s.properties=t;for(var e={},r=0,n=l;r<n.length;r+=1){var i=n[r];e[i]=a[i].evaluate(o,s)}return e},r.reduce=function(t,e){s.properties=e;for(var r=0,n=l;r<n.length;r+=1){var a=n[r];o.accumulated=t[a],t[a]=i[a].evaluate(o,s)}},r}(n)).load(o.features):new At(o,n.geojsonVtOptions)}catch(i){return r(i)}e.loaded={};var s={};if(a){var l=a.finish();l&&(s.resourceTiming={},s.resourceTiming[n.source]=JSON.parse(JSON.stringify(l)))}r(null,s)})}},r.prototype.coalesce=function(){\"Coalescing\"===this._state?this._state=\"Idle\":\"NeedsLoadData\"===this._state&&(this._state=\"Coalescing\",this._loadData())},r.prototype.reloadTile=function(t,r){var n=this.loaded,a=t.uid;return n&&n[a]?e.prototype.reloadTile.call(this,t,r):this.loadTile(t,r)},r.prototype.loadGeoJSON=function(e,r){if(e.request)t.getJSON(e.request,r);else{if(\"string\"!=typeof e.data)return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"));try{return r(null,JSON.parse(e.data))}catch(t){return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"))}}},r.prototype.removeSource=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),e()},r.prototype.getClusterExpansionZoom=function(t,e){e(null,this._geoJSONIndex.getClusterExpansionZoom(t.clusterId))},r.prototype.getClusterChildren=function(t,e){e(null,this._geoJSONIndex.getChildren(t.clusterId))},r.prototype.getClusterLeaves=function(t,e){e(null,this._geoJSONIndex.getLeaves(t.clusterId,t.limit,t.offset))},r}(h),Ct=function(e){var r=this;this.self=e,this.actor=new t.Actor(e,this),this.layerIndexes={},this.workerSourceTypes={vector:h,geojson:Lt},this.workerSources={},this.demWorkerSources={},this.self.registerWorkerSource=function(t,e){if(r.workerSourceTypes[t])throw new Error('Worker source with name \"'+t+'\" already registered.');r.workerSourceTypes[t]=e},this.self.registerRTLTextPlugin=function(e){if(t.plugin.isLoaded())throw new Error(\"RTL text plugin already registered.\");t.plugin.applyArabicShaping=e.applyArabicShaping,t.plugin.processBidirectionalText=e.processBidirectionalText,t.plugin.processStyledBidirectionalText=e.processStyledBidirectionalText}};return Ct.prototype.setReferrer=function(t,e){this.referrer=e},Ct.prototype.setLayers=function(t,e,r){this.getLayerIndex(t).replace(e),r()},Ct.prototype.updateLayers=function(t,e,r){this.getLayerIndex(t).update(e.layers,e.removedIds),r()},Ct.prototype.loadTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).loadTile(e,r)},Ct.prototype.loadDEMTile=function(t,e,r){this.getDEMWorkerSource(t,e.source).loadTile(e,r)},Ct.prototype.reloadTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).reloadTile(e,r)},Ct.prototype.abortTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).abortTile(e,r)},Ct.prototype.removeTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).removeTile(e,r)},Ct.prototype.removeDEMTile=function(t,e){this.getDEMWorkerSource(t,e.source).removeTile(e)},Ct.prototype.removeSource=function(t,e,r){if(this.workerSources[t]&&this.workerSources[t][e.type]&&this.workerSources[t][e.type][e.source]){var n=this.workerSources[t][e.type][e.source];delete this.workerSources[t][e.type][e.source],void 0!==n.removeSource?n.removeSource(e,r):r()}},Ct.prototype.loadWorkerSource=function(t,e,r){try{this.self.importScripts(e.url),r()}catch(t){r(t.toString())}},Ct.prototype.loadRTLTextPlugin=function(e,r,n){try{t.plugin.isLoaded()||(this.self.importScripts(r),n(t.plugin.isLoaded()?null:new Error(\"RTL Text Plugin failed to import scripts from \"+r)))}catch(t){n(t.toString())}},Ct.prototype.getLayerIndex=function(t){var e=this.layerIndexes[t];return e||(e=this.layerIndexes[t]=new n),e},Ct.prototype.getWorkerSource=function(t,e,r){var n=this;if(this.workerSources[t]||(this.workerSources[t]={}),this.workerSources[t][e]||(this.workerSources[t][e]={}),!this.workerSources[t][e][r]){var a={send:function(e,r,a){n.actor.send(e,r,a,t)}};this.workerSources[t][e][r]=new this.workerSourceTypes[e](a,this.getLayerIndex(t))}return this.workerSources[t][e][r]},Ct.prototype.getDEMWorkerSource=function(t,e){return this.demWorkerSources[t]||(this.demWorkerSources[t]={}),this.demWorkerSources[t][e]||(this.demWorkerSources[t][e]=new f),this.demWorkerSources[t][e]},Ct.prototype.enforceCacheSizeLimit=function(e,r){t.enforceCacheSizeLimit(r)},\"undefined\"!=typeof WorkerGlobalScope&&void 0!==t.window&&t.window instanceof WorkerGlobalScope&&(t.window.worker=new Ct(t.window)),Ct}),n(0,function(t){var e=t.createCommonjsModule(function(t){function e(t){return!!(\"undefined\"!=typeof window&&\"undefined\"!=typeof document&&Array.prototype&&Array.prototype.every&&Array.prototype.filter&&Array.prototype.forEach&&Array.prototype.indexOf&&Array.prototype.lastIndexOf&&Array.prototype.map&&Array.prototype.some&&Array.prototype.reduce&&Array.prototype.reduceRight&&Array.isArray&&Function.prototype&&Function.prototype.bind&&Object.keys&&Object.create&&Object.getPrototypeOf&&Object.getOwnPropertyNames&&Object.isSealed&&Object.isFrozen&&Object.isExtensible&&Object.getOwnPropertyDescriptor&&Object.defineProperty&&Object.defineProperties&&Object.seal&&Object.freeze&&Object.preventExtensions&&\"JSON\"in window&&\"parse\"in JSON&&\"stringify\"in JSON&&function(){if(!(\"Worker\"in window&&\"Blob\"in window&&\"URL\"in window))return!1;var t,e,r=new Blob([\"\"],{type:\"text/javascript\"}),n=URL.createObjectURL(r);try{e=new Worker(n),t=!0}catch(e){t=!1}return e&&e.terminate(),URL.revokeObjectURL(n),t}()&&\"Uint8ClampedArray\"in window&&ArrayBuffer.isView&&function(t){return void 0===r[t]&&(r[t]=function(t){var r=document.createElement(\"canvas\"),n=Object.create(e.webGLContextAttributes);return n.failIfMajorPerformanceCaveat=t,r.probablySupportsContext?r.probablySupportsContext(\"webgl\",n)||r.probablySupportsContext(\"experimental-webgl\",n):r.supportsContext?r.supportsContext(\"webgl\",n)||r.supportsContext(\"experimental-webgl\",n):r.getContext(\"webgl\",n)||r.getContext(\"experimental-webgl\",n)}(t)),r[t]}(t&&t.failIfMajorPerformanceCaveat))}t.exports?t.exports=e:window&&(window.mapboxgl=window.mapboxgl||{},window.mapboxgl.supported=e);var r={};e.webGLContextAttributes={antialias:!1,alpha:!0,stencil:!0,depth:!0}}),r={create:function(e,r,n){var a=t.window.document.createElement(e);return void 0!==r&&(a.className=r),n&&n.appendChild(a),a},createNS:function(e,r){return t.window.document.createElementNS(e,r)}},n=t.window.document.documentElement.style;function a(t){if(!n)return t[0];for(var e=0;e<t.length;e++)if(t[e]in n)return t[e];return t[0]}var i,o=a([\"userSelect\",\"MozUserSelect\",\"WebkitUserSelect\",\"msUserSelect\"]);r.disableDrag=function(){n&&o&&(i=n[o],n[o]=\"none\")},r.enableDrag=function(){n&&o&&(n[o]=i)};var s=a([\"transform\",\"WebkitTransform\"]);r.setTransform=function(t,e){t.style[s]=e};var l=!1;try{var c=Object.defineProperty({},\"passive\",{get:function(){l=!0}});t.window.addEventListener(\"test\",c,c),t.window.removeEventListener(\"test\",c,c)}catch(t){l=!1}r.addEventListener=function(t,e,r,n){void 0===n&&(n={}),\"passive\"in n&&l?t.addEventListener(e,r,n):t.addEventListener(e,r,n.capture)},r.removeEventListener=function(t,e,r,n){void 0===n&&(n={}),\"passive\"in n&&l?t.removeEventListener(e,r,n):t.removeEventListener(e,r,n.capture)};var u=function(e){e.preventDefault(),e.stopPropagation(),t.window.removeEventListener(\"click\",u,!0)};function h(t){var e=t.userImage;return!!(e&&e.render&&e.render())&&(t.data.replace(new Uint8Array(e.data.buffer)),!0)}r.suppressClick=function(){t.window.addEventListener(\"click\",u,!0),t.window.setTimeout(function(){t.window.removeEventListener(\"click\",u,!0)},0)},r.mousePos=function(e,r){var n=e.getBoundingClientRect(),a=t.window.TouchEvent&&r instanceof t.window.TouchEvent?r.touches[0]:r;return new t.Point(a.clientX-n.left-e.clientLeft,a.clientY-n.top-e.clientTop)},r.touchPos=function(e,r){for(var n=e.getBoundingClientRect(),a=[],i=\"touchend\"===r.type?r.changedTouches:r.touches,o=0;o<i.length;o++)a.push(new t.Point(i[o].clientX-n.left-e.clientLeft,i[o].clientY-n.top-e.clientTop));return a},r.mouseButton=function(e){return void 0!==t.window.InstallTrigger&&2===e.button&&e.ctrlKey&&t.window.navigator.platform.toUpperCase().indexOf(\"MAC\")>=0?0:e.button},r.remove=function(t){t.parentNode&&t.parentNode.removeChild(t)};var f=function(e){function r(){e.call(this),this.images={},this.updatedImages={},this.callbackDispatchedThisFrame={},this.loaded=!1,this.requestors=[],this.patterns={},this.atlasImage=new t.RGBAImage({width:1,height:1}),this.dirty=!0}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.isLoaded=function(){return this.loaded},r.prototype.setLoaded=function(t){if(this.loaded!==t&&(this.loaded=t,t)){for(var e=0,r=this.requestors;e<r.length;e+=1){var n=r[e],a=n.ids,i=n.callback;this._notify(a,i)}this.requestors=[]}},r.prototype.getImage=function(t){return this.images[t]},r.prototype.addImage=function(t,e){this.images[t]=e},r.prototype.updateImage=function(t,e){var r=this.images[t];e.version=r.version+1,this.images[t]=e,this.updatedImages[t]=!0},r.prototype.removeImage=function(t){var e=this.images[t];delete this.images[t],delete this.patterns[t],e.userImage&&e.userImage.onRemove&&e.userImage.onRemove()},r.prototype.listImages=function(){return Object.keys(this.images)},r.prototype.getImages=function(t,e){var r=!0;if(!this.isLoaded())for(var n=0,a=t;n<a.length;n+=1){var i=a[n];this.images[i]||(r=!1)}this.isLoaded()||r?this._notify(t,e):this.requestors.push({ids:t,callback:e})},r.prototype._notify=function(e,r){for(var n={},a=0,i=e;a<i.length;a+=1){var o=i[a];this.images[o]||this.fire(new t.Event(\"styleimagemissing\",{id:o}));var s=this.images[o];s?n[o]={data:s.data.clone(),pixelRatio:s.pixelRatio,sdf:s.sdf,version:s.version,hasRenderCallback:Boolean(s.userImage&&s.userImage.render)}:t.warnOnce('Image \"'+o+'\" could not be loaded. Please make sure you have added the image with map.addImage() or a \"sprite\" property in your style. 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o.resize({width:a||1,height:i||1}),this.patterns){var l=this.patterns[s].bin,c=l.x+1,u=l.y+1,h=this.images[s].data,f=h.width,p=h.height;t.RGBAImage.copy(h,o,{x:0,y:0},{x:c,y:u},{width:f,height:p}),t.RGBAImage.copy(h,o,{x:0,y:p-1},{x:c,y:u-1},{width:f,height:1}),t.RGBAImage.copy(h,o,{x:0,y:0},{x:c,y:u+p},{width:f,height:1}),t.RGBAImage.copy(h,o,{x:f-1,y:0},{x:c-1,y:u},{width:1,height:p}),t.RGBAImage.copy(h,o,{x:0,y:0},{x:c+f,y:u},{width:1,height:p})}this.dirty=!0},r.prototype.beginFrame=function(){this.callbackDispatchedThisFrame={}},r.prototype.dispatchRenderCallbacks=function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e];if(!this.callbackDispatchedThisFrame[n]){this.callbackDispatchedThisFrame[n]=!0;var a=this.images[n];h(a)&&this.updateImage(n,a)}}},r}(t.Evented),p=v,d=v,g=1e20;function v(t,e,r,n,a,i){this.fontSize=t||24,this.buffer=void 0===e?3:e,this.cutoff=n||.25,this.fontFamily=a||\"sans-serif\",this.fontWeight=i||\"normal\",this.radius=r||8;var o=this.size=this.fontSize+2*this.buffer;this.canvas=document.createElement(\"canvas\"),this.canvas.width=this.canvas.height=o,this.ctx=this.canvas.getContext(\"2d\"),this.ctx.font=this.fontWeight+\" \"+this.fontSize+\"px \"+this.fontFamily,this.ctx.textBaseline=\"middle\",this.ctx.fillStyle=\"black\",this.gridOuter=new Float64Array(o*o),this.gridInner=new Float64Array(o*o),this.f=new Float64Array(o),this.d=new Float64Array(o),this.z=new Float64Array(o+1),this.v=new Int16Array(o),this.middle=Math.round(o/2*(navigator.userAgent.indexOf(\"Gecko/\")>=0?1.2:1))}function m(t,e,r,n,a,i,o){for(var s=0;s<e;s++){for(var l=0;l<r;l++)n[l]=t[l*e+s];for(y(n,a,i,o,r),l=0;l<r;l++)t[l*e+s]=a[l]}for(l=0;l<r;l++){for(s=0;s<e;s++)n[s]=t[l*e+s];for(y(n,a,i,o,e),s=0;s<e;s++)t[l*e+s]=Math.sqrt(a[s])}}function y(t,e,r,n,a){r[0]=0,n[0]=-g,n[1]=+g;for(var i=1,o=0;i<a;i++){for(var s=(t[i]+i*i-(t[r[o]]+r[o]*r[o]))/(2*i-2*r[o]);s<=n[o];)o--,s=(t[i]+i*i-(t[r[o]]+r[o]*r[o]))/(2*i-2*r[o]);r[++o]=i,n[o]=s,n[o+1]=+g}for(i=0,o=0;i<a;i++){for(;n[o+1]<i;)o++;e[i]=(i-r[o])*(i-r[o])+t[r[o]]}}v.prototype.draw=function(t){this.ctx.clearRect(0,0,this.size,this.size),this.ctx.fillText(t,this.buffer,this.middle);for(var e=this.ctx.getImageData(0,0,this.size,this.size),r=new Uint8ClampedArray(this.size*this.size),n=0;n<this.size*this.size;n++){var a=e.data[4*n+3]/255;this.gridOuter[n]=1===a?0:0===a?g:Math.pow(Math.max(0,.5-a),2),this.gridInner[n]=1===a?g:0===a?0:Math.pow(Math.max(0,a-.5),2)}for(m(this.gridOuter,this.size,this.size,this.f,this.d,this.v,this.z),m(this.gridInner,this.size,this.size,this.f,this.d,this.v,this.z),n=0;n<this.size*this.size;n++){var i=this.gridOuter[n]-this.gridInner[n];r[n]=Math.max(0,Math.min(255,Math.round(255-255*(i/this.radius+this.cutoff))))}return r},p.default=d;var x=function(t,e){this.requestManager=t,this.localIdeographFontFamily=e,this.entries={}};x.prototype.setURL=function(t){this.url=t},x.prototype.getGlyphs=function(e,r){var n=this,a=[];for(var i in e)for(var o=0,s=e[i];o<s.length;o+=1){var l=s[o];a.push({stack:i,id:l})}t.asyncAll(a,function(t,e){var r=t.stack,a=t.id,i=n.entries[r];i||(i=n.entries[r]={glyphs:{},requests:{}});var o=i.glyphs[a];if(void 0===o){if(o=n._tinySDF(i,r,a))return i.glyphs[a]=o,void e(null,{stack:r,id:a,glyph:o});var s=Math.floor(a/256);if(256*s>65535)e(new Error(\"glyphs > 65535 not supported\"));else{var l=i.requests[s];l||(l=i.requests[s]=[],x.loadGlyphRange(r,s,n.url,n.requestManager,function(t,e){if(e)for(var r in e)n._doesCharSupportLocalGlyph(+r)||(i.glyphs[+r]=e[+r]);for(var a=0,o=l;a<o.length;a+=1)(0,o[a])(t,e);delete i.requests[s]})),l.push(function(t,n){t?e(t):n&&e(null,{stack:r,id:a,glyph:n[a]||null})})}}else e(null,{stack:r,id:a,glyph:o})},function(t,e){if(t)r(t);else if(e){for(var n={},a=0,i=e;a<i.length;a+=1){var o=i[a],s=o.stack,l=o.id,c=o.glyph;(n[s]||(n[s]={}))[l]=c&&{id:c.id,bitmap:c.bitmap.clone(),metrics:c.metrics}}r(null,n)}})},x.prototype._doesCharSupportLocalGlyph=function(e){return!!this.localIdeographFontFamily&&(t.isChar[\"CJK Unified Ideographs\"](e)||t.isChar[\"Hangul Syllables\"](e)||t.isChar.Hiragana(e)||t.isChar.Katakana(e))},x.prototype._tinySDF=function(e,r,n){var a=this.localIdeographFontFamily;if(a&&this._doesCharSupportLocalGlyph(n)){var i=e.tinySDF;if(!i){var o=\"400\";/bold/i.test(r)?o=\"900\":/medium/i.test(r)?o=\"500\":/light/i.test(r)&&(o=\"200\"),i=e.tinySDF=new x.TinySDF(24,3,8,.25,a,o)}return{id:n,bitmap:new t.AlphaImage({width:30,height:30},i.draw(String.fromCharCode(n))),metrics:{width:24,height:24,left:0,top:-8,advance:24}}}},x.loadGlyphRange=function(e,r,n,a,i){var o=256*r,s=o+255,l=a.transformRequest(a.normalizeGlyphsURL(n).replace(\"{fontstack}\",e).replace(\"{range}\",o+\"-\"+s),t.ResourceType.Glyphs);t.getArrayBuffer(l,function(e,r){if(e)i(e);else if(r){for(var n={},a=0,o=t.parseGlyphPBF(r);a<o.length;a+=1){var s=o[a];n[s.id]=s}i(null,n)}})},x.TinySDF=p;var b=function(){this.specification=t.styleSpec.light.position};b.prototype.possiblyEvaluate=function(e,r){return t.sphericalToCartesian(e.expression.evaluate(r))},b.prototype.interpolate=function(e,r,n){return{x:t.number(e.x,r.x,n),y:t.number(e.y,r.y,n),z:t.number(e.z,r.z,n)}};var _=new t.Properties({anchor:new t.DataConstantProperty(t.styleSpec.light.anchor),position:new b,color:new t.DataConstantProperty(t.styleSpec.light.color),intensity:new t.DataConstantProperty(t.styleSpec.light.intensity)}),w=function(e){function r(r){e.call(this),this._transitionable=new t.Transitionable(_),this.setLight(r),this._transitioning=this._transitionable.untransitioned()}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getLight=function(){return this._transitionable.serialize()},r.prototype.setLight=function(e,r){if(void 0===r&&(r={}),!this._validate(t.validateLight,e,r))for(var n in e){var a=e[n];t.endsWith(n,\"-transition\")?this._transitionable.setTransition(n.slice(0,-\"-transition\".length),a):this._transitionable.setValue(n,a)}},r.prototype.updateTransitions=function(t){this._transitioning=this._transitionable.transitioned(t,this._transitioning)},r.prototype.hasTransition=function(){return this._transitioning.hasTransition()},r.prototype.recalculate=function(t){this.properties=this._transitioning.possiblyEvaluate(t)},r.prototype._validate=function(e,r,n){return(!n||!1!==n.validate)&&t.emitValidationErrors(this,e.call(t.validateStyle,t.extend({value:r,style:{glyphs:!0,sprite:!0},styleSpec:t.styleSpec})))},r}(t.Evented),k=function(t,e){this.width=t,this.height=e,this.nextRow=0,this.bytes=4,this.data=new Uint8Array(this.width*this.height*this.bytes),this.positions={}};k.prototype.getDash=function(t,e){var r=t.join(\",\")+String(e);return this.positions[r]||(this.positions[r]=this.addDash(t,e)),this.positions[r]},k.prototype.addDash=function(e,r){var n=r?7:0,a=2*n+1;if(this.nextRow+a>this.height)return t.warnOnce(\"LineAtlas out of space\"),null;for(var i=0,o=0;o<e.length;o++)i+=e[o];for(var s=this.width/i,l=s/2,c=e.length%2==1,u=-n;u<=n;u++)for(var h=this.nextRow+n+u,f=this.width*h,p=c?-e[e.length-1]:0,d=e[0],g=1,v=0;v<this.width;v++){for(;d<v/s;)p=d,d+=e[g],c&&g===e.length-1&&(d+=e[0]),g++;var m=Math.abs(v-p*s),y=Math.abs(v-d*s),x=Math.min(m,y),b=g%2==1,_=void 0;if(r){var w=n?u/n*(l+1):0;if(b){var k=l-Math.abs(w);_=Math.sqrt(x*x+k*k)}else _=l-Math.sqrt(x*x+w*w)}else _=(b?1:-1)*x;this.data[3+4*(f+v)]=Math.max(0,Math.min(255,_+128))}var T={y:(this.nextRow+n+.5)/this.height,height:2*n/this.height,width:i};return this.nextRow+=a,this.dirty=!0,T},k.prototype.bind=function(t){var e=t.gl;this.texture?(e.bindTexture(e.TEXTURE_2D,this.texture),this.dirty&&(this.dirty=!1,e.texSubImage2D(e.TEXTURE_2D,0,0,0,this.width,this.height,e.RGBA,e.UNSIGNED_BYTE,this.data))):(this.texture=e.createTexture(),e.bindTexture(e.TEXTURE_2D,this.texture),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_S,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_T,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,e.LINEAR),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,e.LINEAR),e.texImage2D(e.TEXTURE_2D,0,e.RGBA,this.width,this.height,0,e.RGBA,e.UNSIGNED_BYTE,this.data))};var T=function e(r,n){this.workerPool=r,this.actors=[],this.currentActor=0,this.id=t.uniqueId();for(var a=this.workerPool.acquire(this.id),i=0;i<a.length;i++){var o=a[i],s=new e.Actor(o,n,this.id);s.name=\"Worker \"+i,this.actors.push(s)}};function M(e,r,n){var a=function(a,i){if(a)return n(a);if(i){var o=t.pick(t.extend(i,e),[\"tiles\",\"minzoom\",\"maxzoom\",\"attribution\",\"mapbox_logo\",\"bounds\",\"scheme\",\"tileSize\",\"encoding\"]);i.vector_layers&&(o.vectorLayers=i.vector_layers,o.vectorLayerIds=o.vectorLayers.map(function(t){return t.id})),e.url&&(o.tiles=r.canonicalizeTileset(o,e.url)),n(null,o)}};return e.url?t.getJSON(r.transformRequest(r.normalizeSourceURL(e.url),t.ResourceType.Source),a):t.browser.frame(function(){return a(null,e)})}T.prototype.broadcast=function(e,r,n){n=n||function(){},t.asyncAll(this.actors,function(t,n){t.send(e,r,n)},n)},T.prototype.getActor=function(){return this.currentActor=(this.currentActor+1)%this.actors.length,this.actors[this.currentActor]},T.prototype.remove=function(){this.actors.forEach(function(t){t.remove()}),this.actors=[],this.workerPool.release(this.id)},T.Actor=t.Actor;var A=function(e,r,n){this.bounds=t.LngLatBounds.convert(this.validateBounds(e)),this.minzoom=r||0,this.maxzoom=n||24};A.prototype.validateBounds=function(t){return Array.isArray(t)&&4===t.length?[Math.max(-180,t[0]),Math.max(-90,t[1]),Math.min(180,t[2]),Math.min(90,t[3])]:[-180,-90,180,90]},A.prototype.contains=function(e){var r=Math.pow(2,e.z),n=Math.floor(t.mercatorXfromLng(this.bounds.getWest())*r),a=Math.floor(t.mercatorYfromLat(this.bounds.getNorth())*r),i=Math.ceil(t.mercatorXfromLng(this.bounds.getEast())*r),o=Math.ceil(t.mercatorYfromLat(this.bounds.getSouth())*r);return e.x>=n&&e.x<i&&e.y>=a&&e.y<o};var S=function(e){function r(r,n,a,i){if(e.call(this),this.id=r,this.dispatcher=a,this.type=\"vector\",this.minzoom=0,this.maxzoom=22,this.scheme=\"xyz\",this.tileSize=512,this.reparseOverscaled=!0,this.isTileClipped=!0,this._loaded=!1,t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\"])),this._options=t.extend({type:\"vector\"},n),this._collectResourceTiming=n.collectResourceTiming,512!==this.tileSize)throw new Error(\"vector tile sources must have a tileSize of 512\");this.setEventedParent(i)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new A(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles,e.map._requestManager._customAccessToken),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken,e.map._requestManager._customAccessToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))})},r.prototype.loaded=function(){return this._loaded},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.url,null),a={request:this.map._requestManager.transformRequest(n,t.ResourceType.Tile),uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,tileSize:this.tileSize*e.tileID.overscaleFactor(),type:this.type,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes};function i(n,a){return delete e.request,e.aborted?r(null):n&&404!==n.status?r(n):(a&&a.resourceTiming&&(e.resourceTiming=a.resourceTiming),this.map._refreshExpiredTiles&&a&&e.setExpiryData(a),e.loadVectorData(a,this.map.painter),t.cacheEntryPossiblyAdded(this.dispatcher),r(null),void(e.reloadCallback&&(this.loadTile(e,e.reloadCallback),e.reloadCallback=null)))}a.request.collectResourceTiming=this._collectResourceTiming,e.actor&&\"expired\"!==e.state?\"loading\"===e.state?e.reloadCallback=r:e.request=e.actor.send(\"reloadTile\",a,i.bind(this)):(e.actor=this.dispatcher.getActor(),e.request=e.actor.send(\"loadTile\",a,i.bind(this)))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.actor&&t.actor.send(\"abortTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.unloadTile=function(t){t.unloadVectorData(),t.actor&&t.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.hasTransition=function(){return!1},r}(t.Evented),E=function(e){function r(r,n,a,i){e.call(this),this.id=r,this.dispatcher=a,this.setEventedParent(i),this.type=\"raster\",this.minzoom=0,this.maxzoom=22,this.roundZoom=!0,this.scheme=\"xyz\",this.tileSize=512,this._loaded=!1,this._options=t.extend({type:\"raster\"},n),t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\"]))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new A(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))})},r.prototype.loaded=function(){return this._loaded},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.loadTile=function(e,r){var n=this,a=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.url,this.tileSize);e.request=t.getImage(this.map._requestManager.transformRequest(a,t.ResourceType.Tile),function(a,i){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(a)e.state=\"errored\",r(a);else if(i){n.map._refreshExpiredTiles&&e.setExpiryData(i),delete i.cacheControl,delete i.expires;var o=n.map.painter.context,s=o.gl;e.texture=n.map.painter.getTileTexture(i.width),e.texture?e.texture.update(i,{useMipmap:!0}):(e.texture=new t.Texture(o,i,s.RGBA,{useMipmap:!0}),e.texture.bind(s.LINEAR,s.CLAMP_TO_EDGE,s.LINEAR_MIPMAP_NEAREST),o.extTextureFilterAnisotropic&&s.texParameterf(s.TEXTURE_2D,o.extTextureFilterAnisotropic.TEXTURE_MAX_ANISOTROPY_EXT,o.extTextureFilterAnisotropicMax)),e.state=\"loaded\",t.cacheEntryPossiblyAdded(n.dispatcher),r(null)}})},r.prototype.abortTile=function(t,e){t.request&&(t.request.cancel(),delete t.request),e()},r.prototype.unloadTile=function(t,e){t.texture&&this.map.painter.saveTileTexture(t.texture),e()},r.prototype.hasTransition=function(){return!1},r}(t.Evented),L=function(e){function r(r,n,a,i){e.call(this,r,n,a,i),this.type=\"raster-dem\",this.maxzoom=22,this._options=t.extend({type:\"raster-dem\"},n),this.encoding=n.encoding||\"mapbox\"}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.serialize=function(){return{type:\"raster-dem\",url:this.url,tileSize:this.tileSize,tiles:this.tiles,bounds:this.bounds,encoding:this.encoding}},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.url,this.tileSize);e.request=t.getImage(this.map._requestManager.transformRequest(n,t.ResourceType.Tile),function(n,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(n)e.state=\"errored\",r(n);else if(a){this.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var i=t.browser.getImageData(a),o={uid:e.uid,coord:e.tileID,source:this.id,rawImageData:i,encoding:this.encoding};e.actor&&\"expired\"!==e.state||(e.actor=this.dispatcher.getActor(),e.actor.send(\"loadDEMTile\",o,function(t,n){t&&(e.state=\"errored\",r(t)),n&&(e.dem=n,e.needsHillshadePrepare=!0,e.state=\"loaded\",r(null))}.bind(this)))}}.bind(this)),e.neighboringTiles=this._getNeighboringTiles(e.tileID)},r.prototype._getNeighboringTiles=function(e){var r=e.canonical,n=Math.pow(2,r.z),a=(r.x-1+n)%n,i=0===r.x?e.wrap-1:e.wrap,o=(r.x+1+n)%n,s=r.x+1===n?e.wrap+1:e.wrap,l={};return l[new t.OverscaledTileID(e.overscaledZ,i,r.z,a,r.y).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y).key]={backfilled:!1},r.y>0&&(l[new t.OverscaledTileID(e.overscaledZ,i,r.z,a,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y-1).key]={backfilled:!1}),r.y+1<n&&(l[new t.OverscaledTileID(e.overscaledZ,i,r.z,a,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y+1).key]={backfilled:!1}),l},r.prototype.unloadTile=function(t){t.demTexture&&this.map.painter.saveTileTexture(t.demTexture),t.fbo&&(t.fbo.destroy(),delete t.fbo),t.dem&&delete t.dem,delete t.neighboringTiles,t.state=\"unloaded\",t.actor&&t.actor.send(\"removeDEMTile\",{uid:t.uid,source:this.id})},r}(E),C=function(e){function r(r,n,a,i){e.call(this),this.id=r,this.type=\"geojson\",this.minzoom=0,this.maxzoom=18,this.tileSize=512,this.isTileClipped=!0,this.reparseOverscaled=!0,this._removed=!1,this._loaded=!1,this.actor=a.getActor(),this.setEventedParent(i),this._data=n.data,this._options=t.extend({},n),this._collectResourceTiming=n.collectResourceTiming,this._resourceTiming=[],void 0!==n.maxzoom&&(this.maxzoom=n.maxzoom),n.type&&(this.type=n.type),n.attribution&&(this.attribution=n.attribution);var o=t.EXTENT/this.tileSize;this.workerOptions=t.extend({source:this.id,cluster:n.cluster||!1,geojsonVtOptions:{buffer:(void 0!==n.buffer?n.buffer:128)*o,tolerance:(void 0!==n.tolerance?n.tolerance:.375)*o,extent:t.EXTENT,maxZoom:this.maxzoom,lineMetrics:n.lineMetrics||!1,generateId:n.generateId||!1},superclusterOptions:{maxZoom:void 0!==n.clusterMaxZoom?Math.min(n.clusterMaxZoom,this.maxzoom-1):this.maxzoom-1,extent:t.EXTENT,radius:(n.clusterRadius||50)*o,log:!1},clusterProperties:n.clusterProperties},n.workerOptions)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData(function(r){if(r)e.fire(new t.ErrorEvent(r));else{var n={dataType:\"source\",sourceDataType:\"metadata\"};e._collectResourceTiming&&e._resourceTiming&&e._resourceTiming.length>0&&(n.resourceTiming=e._resourceTiming,e._resourceTiming=[]),e.fire(new t.Event(\"data\",n))}})},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setData=function(e){var r=this;return this._data=e,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData(function(e){if(e)r.fire(new t.ErrorEvent(e));else{var n={dataType:\"source\",sourceDataType:\"content\"};r._collectResourceTiming&&r._resourceTiming&&r._resourceTiming.length>0&&(n.resourceTiming=r._resourceTiming,r._resourceTiming=[]),r.fire(new t.Event(\"data\",n))}}),this},r.prototype.getClusterExpansionZoom=function(t,e){return this.actor.send(\"geojson.getClusterExpansionZoom\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterChildren=function(t,e){return this.actor.send(\"geojson.getClusterChildren\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterLeaves=function(t,e,r,n){return this.actor.send(\"geojson.getClusterLeaves\",{source:this.id,clusterId:t,limit:e,offset:r},n),this},r.prototype._updateWorkerData=function(e){var r=this;this._loaded=!1;var n=t.extend({},this.workerOptions),a=this._data;\"string\"==typeof a?(n.request=this.map._requestManager.transformRequest(t.browser.resolveURL(a),t.ResourceType.Source),n.request.collectResourceTiming=this._collectResourceTiming):n.data=JSON.stringify(a),this.actor.send(this.type+\".loadData\",n,function(t,a){r._removed||a&&a.abandoned||(r._loaded=!0,a&&a.resourceTiming&&a.resourceTiming[r.id]&&(r._resourceTiming=a.resourceTiming[r.id].slice(0)),r.actor.send(r.type+\".coalesce\",{source:n.source},null),e(t))})},r.prototype.loaded=function(){return this._loaded},r.prototype.loadTile=function(e,r){var n=this,a=e.actor?\"reloadTile\":\"loadTile\";e.actor=this.actor;var i={type:this.type,uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,maxZoom:this.maxzoom,tileSize:this.tileSize,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes};e.request=this.actor.send(a,i,function(t,i){return delete e.request,e.unloadVectorData(),e.aborted?r(null):t?r(t):(e.loadVectorData(i,n.map.painter,\"reloadTile\"===a),r(null))})},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.aborted=!0},r.prototype.unloadTile=function(t){t.unloadVectorData(),this.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id})},r.prototype.onRemove=function(){this._removed=!0,this.actor.send(\"removeSource\",{type:this.type,source:this.id})},r.prototype.serialize=function(){return t.extend({},this._options,{type:this.type,data:this._data})},r.prototype.hasTransition=function(){return!1},r}(t.Evented),P=function(e){function r(t,r,n,a){e.call(this),this.id=t,this.dispatcher=n,this.coordinates=r.coordinates,this.type=\"image\",this.minzoom=0,this.maxzoom=22,this.tileSize=512,this.tiles={},this._loaded=!1,this.setEventedParent(a),this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(e,r){var n=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this.url=this.options.url,t.getImage(this.map._requestManager.transformRequest(this.url,t.ResourceType.Image),function(a,i){n._loaded=!0,a?n.fire(new t.ErrorEvent(a)):i&&(n.image=i,e&&(n.coordinates=e),r&&r(),n._finishLoading())})},r.prototype.loaded=function(){return this._loaded},r.prototype.updateImage=function(t){var e=this;return this.image&&t.url?(this.options.url=t.url,this.load(t.coordinates,function(){e.texture=null}),this):this},r.prototype._finishLoading=function(){this.map&&(this.setCoordinates(this.coordinates),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setCoordinates=function(e){var r=this;this.coordinates=e;var n=e.map(t.MercatorCoordinate.fromLngLat);this.tileID=function(e){for(var r=1/0,n=1/0,a=-1/0,i=-1/0,o=0,s=e;o<s.length;o+=1){var l=s[o];r=Math.min(r,l.x),n=Math.min(n,l.y),a=Math.max(a,l.x),i=Math.max(i,l.y)}var c=a-r,u=i-n,h=Math.max(c,u),f=Math.max(0,Math.floor(-Math.log(h)/Math.LN2)),p=Math.pow(2,f);return new t.CanonicalTileID(f,Math.floor((r+a)/2*p),Math.floor((n+i)/2*p))}(n),this.minzoom=this.maxzoom=this.tileID.z;var a=n.map(function(t){return r.tileID.getTilePoint(t)._round()});return this._boundsArray=new t.StructArrayLayout4i8,this._boundsArray.emplaceBack(a[0].x,a[0].y,0,0),this._boundsArray.emplaceBack(a[1].x,a[1].y,t.EXTENT,0),this._boundsArray.emplaceBack(a[3].x,a[3].y,0,t.EXTENT),this._boundsArray.emplaceBack(a[2].x,a[2].y,t.EXTENT,t.EXTENT),this.boundsBuffer&&(this.boundsBuffer.destroy(),delete this.boundsBuffer),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})),this},r.prototype.prepare=function(){if(0!==Object.keys(this.tiles).length&&this.image){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,t.rasterBoundsAttributes.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture||(this.texture=new t.Texture(e,this.image,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var a=this.tiles[n];\"loaded\"!==a.state&&(a.state=\"loaded\",a.texture=this.texture)}}},r.prototype.loadTile=function(t,e){this.tileID&&this.tileID.equals(t.tileID.canonical)?(this.tiles[String(t.tileID.wrap)]=t,t.buckets={},e(null)):(t.state=\"errored\",e(null))},r.prototype.serialize=function(){return{type:\"image\",url:this.options.url,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return!1},r}(t.Evented),O=function(e){function r(t,r,n,a){e.call(this,t,r,n,a),this.roundZoom=!0,this.type=\"video\",this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1;var r=this.options;this.urls=[];for(var n=0,a=r.urls;n<a.length;n+=1){var i=a[n];this.urls.push(this.map._requestManager.transformRequest(i,t.ResourceType.Source).url)}t.getVideo(this.urls,function(r,n){e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(e.video=n,e.video.loop=!0,e.video.addEventListener(\"playing\",function(){e.map.triggerRepaint()}),e.map&&e.video.play(),e._finishLoading())})},r.prototype.pause=function(){this.video&&this.video.pause()},r.prototype.play=function(){this.video&&this.video.play()},r.prototype.seek=function(e){if(this.video){var r=this.video.seekable;e<r.start(0)||e>r.end(0)?this.fire(new t.ErrorEvent(new t.ValidationError(\"Playback for this video can be set only between the \"+r.start(0)+\" and \"+r.end(0)+\"-second mark.\"))):this.video.currentTime=e}},r.prototype.getVideo=function(){return this.video},r.prototype.onAdd=function(t){this.map||(this.map=t,this.load(),this.video&&(this.video.play(),this.setCoordinates(this.coordinates)))},r.prototype.prepare=function(){if(!(0===Object.keys(this.tiles).length||this.video.readyState<2)){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,t.rasterBoundsAttributes.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?this.video.paused||(this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE),r.texSubImage2D(r.TEXTURE_2D,0,0,0,r.RGBA,r.UNSIGNED_BYTE,this.video)):(this.texture=new t.Texture(e,this.video,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var a=this.tiles[n];\"loaded\"!==a.state&&(a.state=\"loaded\",a.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"video\",urls:this.urls,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this.video&&!this.video.paused},r}(P),z=function(e){function r(r,n,a,i){e.call(this,r,n,a,i),n.coordinates?Array.isArray(n.coordinates)&&4===n.coordinates.length&&!n.coordinates.some(function(t){return!Array.isArray(t)||2!==t.length||t.some(function(t){return\"number\"!=typeof t})})||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"coordinates\" property must be an array of 4 longitude/latitude array pairs'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"coordinates\"'))),n.animate&&\"boolean\"!=typeof n.animate&&this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'optional \"animate\" property must be a boolean value'))),n.canvas?\"string\"==typeof n.canvas||n.canvas instanceof t.window.HTMLCanvasElement||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"canvas\" must be either a string representing the ID of the canvas element from which to read, or an HTMLCanvasElement instance'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"canvas\"'))),this.options=n,this.animate=void 0===n.animate||n.animate}return 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e(e){t.call(this,e),this.vao=e.extVertexArrayObject}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){this.vao&&(t!==this.current||this.dirty)&&(this.vao.bindVertexArrayOES(t),this.current=t,this.dirty=!1)},e}(q),yt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return 4},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_ALIGNMENT,t),this.current=t,this.dirty=!1}},e}(q),xt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_PREMULTIPLY_ALPHA_WEBGL,t),this.current=t,this.dirty=!1}},e}(q),bt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_FLIP_Y_WEBGL,t),this.current=t,this.dirty=!1}},e}(q),_t=function(t){function e(e,r){t.call(this,e),this.context=e,this.parent=r}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return null},e}(q),wt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.setDirty=function(){this.dirty=!0},e.prototype.set=function(t){if(t!==this.current||this.dirty){this.context.bindFramebuffer.set(this.parent);var e=this.gl;e.framebufferTexture2D(e.FRAMEBUFFER,e.COLOR_ATTACHMENT0,e.TEXTURE_2D,t,0),this.current=t,this.dirty=!1}},e}(_t),kt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){if(t!==this.current||this.dirty){this.context.bindFramebuffer.set(this.parent);var e=this.gl;e.framebufferRenderbuffer(e.FRAMEBUFFER,e.DEPTH_ATTACHMENT,e.RENDERBUFFER,t),this.current=t,this.dirty=!1}},e}(_t),Tt=function(t,e,r){this.context=t,this.width=e,this.height=r;var n=t.gl,a=this.framebuffer=n.createFramebuffer();this.colorAttachment=new wt(t,a),this.depthAttachment=new kt(t,a)};Tt.prototype.destroy=function(){var t=this.context.gl,e=this.colorAttachment.get();e&&t.deleteTexture(e);var r=this.depthAttachment.get();r&&t.deleteRenderbuffer(r),t.deleteFramebuffer(this.framebuffer)};var Mt=function(t,e,r){this.func=t,this.mask=e,this.range=r};Mt.ReadOnly=!1,Mt.ReadWrite=!0,Mt.disabled=new Mt(519,Mt.ReadOnly,[0,1]);var At=function(t,e,r,n,a,i){this.test=t,this.ref=e,this.mask=r,this.fail=n,this.depthFail=a,this.pass=i};At.disabled=new At({func:519,mask:0},0,0,7680,7680,7680);var St=function(t,e,r){this.blendFunction=t,this.blendColor=e,this.mask=r};St.disabled=new St(St.Replace=[1,0],t.Color.transparent,[!1,!1,!1,!1]),St.unblended=new St(St.Replace,t.Color.transparent,[!0,!0,!0,!0]),St.alphaBlended=new St([1,771],t.Color.transparent,[!0,!0,!0,!0]);var Et=function(t,e,r){this.enable=t,this.mode=e,this.frontFace=r};Et.disabled=new Et(!1,1029,2305),Et.backCCW=new Et(!0,1029,2305);var Lt=function(t){this.gl=t,this.extVertexArrayObject=this.gl.getExtension(\"OES_vertex_array_object\"),this.clearColor=new H(this),this.clearDepth=new G(this),this.clearStencil=new Y(this),this.colorMask=new W(this),this.depthMask=new X(this),this.stencilMask=new Z(this),this.stencilFunc=new J(this),this.stencilOp=new K(this),this.stencilTest=new Q(this),this.depthRange=new $(this),this.depthTest=new tt(this),this.depthFunc=new et(this),this.blend=new rt(this),this.blendFunc=new nt(this),this.blendColor=new at(this),this.blendEquation=new it(this),this.cullFace=new ot(this),this.cullFaceSide=new st(this),this.frontFace=new lt(this),this.program=new ct(this),this.activeTexture=new ut(this),this.viewport=new ht(this),this.bindFramebuffer=new ft(this),this.bindRenderbuffer=new pt(this),this.bindTexture=new dt(this),this.bindVertexBuffer=new gt(this),this.bindElementBuffer=new vt(this),this.bindVertexArrayOES=this.extVertexArrayObject&&new mt(this),this.pixelStoreUnpack=new yt(this),this.pixelStoreUnpackPremultiplyAlpha=new xt(this),this.pixelStoreUnpackFlipY=new bt(this),this.extTextureFilterAnisotropic=t.getExtension(\"EXT_texture_filter_anisotropic\")||t.getExtension(\"MOZ_EXT_texture_filter_anisotropic\")||t.getExtension(\"WEBKIT_EXT_texture_filter_anisotropic\"),this.extTextureFilterAnisotropic&&(this.extTextureFilterAnisotropicMax=t.getParameter(this.extTextureFilterAnisotropic.MAX_TEXTURE_MAX_ANISOTROPY_EXT)),this.extTextureHalfFloat=t.getExtension(\"OES_texture_half_float\"),this.extTextureHalfFloat&&t.getExtension(\"OES_texture_half_float_linear\")};Lt.prototype.setDefault=function(){this.unbindVAO(),this.clearColor.setDefault(),this.clearDepth.setDefault(),this.clearStencil.setDefault(),this.colorMask.setDefault(),this.depthMask.setDefault(),this.stencilMask.setDefault(),this.stencilFunc.setDefault(),this.stencilOp.setDefault(),this.stencilTest.setDefault(),this.depthRange.setDefault(),this.depthTest.setDefault(),this.depthFunc.setDefault(),this.blend.setDefault(),this.blendFunc.setDefault(),this.blendColor.setDefault(),this.blendEquation.setDefault(),this.cullFace.setDefault(),this.cullFaceSide.setDefault(),this.frontFace.setDefault(),this.program.setDefault(),this.activeTexture.setDefault(),this.bindFramebuffer.setDefault(),this.pixelStoreUnpack.setDefault(),this.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.pixelStoreUnpackFlipY.setDefault()},Lt.prototype.setDirty=function(){this.clearColor.dirty=!0,this.clearDepth.dirty=!0,this.clearStencil.dirty=!0,this.colorMask.dirty=!0,this.depthMask.dirty=!0,this.stencilMask.dirty=!0,this.stencilFunc.dirty=!0,this.stencilOp.dirty=!0,this.stencilTest.dirty=!0,this.depthRange.dirty=!0,this.depthTest.dirty=!0,this.depthFunc.dirty=!0,this.blend.dirty=!0,this.blendFunc.dirty=!0,this.blendColor.dirty=!0,this.blendEquation.dirty=!0,this.cullFace.dirty=!0,this.cullFaceSide.dirty=!0,this.frontFace.dirty=!0,this.program.dirty=!0,this.activeTexture.dirty=!0,this.viewport.dirty=!0,this.bindFramebuffer.dirty=!0,this.bindRenderbuffer.dirty=!0,this.bindTexture.dirty=!0,this.bindVertexBuffer.dirty=!0,this.bindElementBuffer.dirty=!0,this.extVertexArrayObject&&(this.bindVertexArrayOES.dirty=!0),this.pixelStoreUnpack.dirty=!0,this.pixelStoreUnpackPremultiplyAlpha.dirty=!0,this.pixelStoreUnpackFlipY.dirty=!0},Lt.prototype.createIndexBuffer=function(t,e){return new j(this,t,e)},Lt.prototype.createVertexBuffer=function(t,e,r){return new U(this,t,e,r)},Lt.prototype.createRenderbuffer=function(t,e,r){var n=this.gl,a=n.createRenderbuffer();return this.bindRenderbuffer.set(a),n.renderbufferStorage(n.RENDERBUFFER,t,e,r),this.bindRenderbuffer.set(null),a},Lt.prototype.createFramebuffer=function(t,e){return new Tt(this,t,e)},Lt.prototype.clear=function(t){var e=t.color,r=t.depth,n=this.gl,a=0;e&&(a|=n.COLOR_BUFFER_BIT,this.clearColor.set(e),this.colorMask.set([!0,!0,!0,!0])),void 0!==r&&(a|=n.DEPTH_BUFFER_BIT,this.depthRange.set([0,1]),this.clearDepth.set(r),this.depthMask.set(!0)),n.clear(a)},Lt.prototype.setCullFace=function(t){!1===t.enable?this.cullFace.set(!1):(this.cullFace.set(!0),this.cullFaceSide.set(t.mode),this.frontFace.set(t.frontFace))},Lt.prototype.setDepthMode=function(t){t.func!==this.gl.ALWAYS||t.mask?(this.depthTest.set(!0),this.depthFunc.set(t.func),this.depthMask.set(t.mask),this.depthRange.set(t.range)):this.depthTest.set(!1)},Lt.prototype.setStencilMode=function(t){t.test.func!==this.gl.ALWAYS||t.mask?(this.stencilTest.set(!0),this.stencilMask.set(t.mask),this.stencilOp.set([t.fail,t.depthFail,t.pass]),this.stencilFunc.set({func:t.test.func,ref:t.ref,mask:t.test.mask})):this.stencilTest.set(!1)},Lt.prototype.setColorMode=function(e){t.deepEqual(e.blendFunction,St.Replace)?this.blend.set(!1):(this.blend.set(!0),this.blendFunc.set(e.blendFunction),this.blendColor.set(e.blendColor)),this.colorMask.set(e.mask)},Lt.prototype.unbindVAO=function(){this.extVertexArrayObject&&this.bindVertexArrayOES.set(null)};var Ct=function(e){function r(r,n,a){var i=this;e.call(this),this.id=r,this.dispatcher=a,this.on(\"data\",function(t){\"source\"===t.dataType&&\"metadata\"===t.sourceDataType&&(i._sourceLoaded=!0),i._sourceLoaded&&!i._paused&&\"source\"===t.dataType&&\"content\"===t.sourceDataType&&(i.reload(),i.transform&&i.update(i.transform))}),this.on(\"error\",function(){i._sourceErrored=!0}),this._source=D(r,n,a,this),this._tiles={},this._cache=new N(0,this._unloadTile.bind(this)),this._timers={},this._cacheTimers={},this._maxTileCacheSize=null,this._coveredTiles={},this._state=new t.SourceFeatureState}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.onAdd=function(t){this.map=t,this._maxTileCacheSize=t?t._maxTileCacheSize:null,this._source&&this._source.onAdd&&this._source.onAdd(t)},r.prototype.onRemove=function(t){this._source&&this._source.onRemove&&this._source.onRemove(t)},r.prototype.loaded=function(){if(this._sourceErrored)return!0;if(!this._sourceLoaded)return!1;if(!this._source.loaded())return!1;for(var t in this._tiles){var e=this._tiles[t];if(\"loaded\"!==e.state&&\"errored\"!==e.state)return!1}return!0},r.prototype.getSource=function(){return this._source},r.prototype.pause=function(){this._paused=!0},r.prototype.resume=function(){if(this._paused){var t=this._shouldReloadOnResume;this._paused=!1,this._shouldReloadOnResume=!1,t&&this.reload(),this.transform&&this.update(this.transform)}},r.prototype._loadTile=function(t,e){return this._source.loadTile(t,e)},r.prototype._unloadTile=function(t){if(this._source.unloadTile)return this._source.unloadTile(t,function(){})},r.prototype._abortTile=function(t){if(this._source.abortTile)return this._source.abortTile(t,function(){})},r.prototype.serialize=function(){return this._source.serialize()},r.prototype.prepare=function(t){for(var e in this._source.prepare&&this._source.prepare(),this._state.coalesceChanges(this._tiles,this.map?this.map.painter:null),this._tiles){var r=this._tiles[e];r.upload(t),r.prepare(this.map.style.imageManager)}},r.prototype.getIds=function(){return Object.keys(this._tiles).map(Number).sort(Pt)},r.prototype.getRenderableIds=function(e){var r=this,n=[];for(var a in this._tiles)this._isIdRenderable(+a,e)&&n.push(+a);return e?n.sort(function(e,n){var a=r._tiles[e].tileID,i=r._tiles[n].tileID,o=new t.Point(a.canonical.x,a.canonical.y)._rotate(r.transform.angle),s=new t.Point(i.canonical.x,i.canonical.y)._rotate(r.transform.angle);return a.overscaledZ-i.overscaledZ||s.y-o.y||s.x-o.x}):n.sort(Pt)},r.prototype.hasRenderableParent=function(t){var e=this.findLoadedParent(t,0);return!!e&&this._isIdRenderable(e.tileID.key)},r.prototype._isIdRenderable=function(t,e){return this._tiles[t]&&this._tiles[t].hasData()&&!this._coveredTiles[t]&&(e||!this._tiles[t].holdingForFade())},r.prototype.reload=function(){if(this._paused)this._shouldReloadOnResume=!0;else for(var t in this._cache.reset(),this._tiles)\"errored\"!==this._tiles[t].state&&this._reloadTile(t,\"reloading\")},r.prototype._reloadTile=function(t,e){var r=this._tiles[t];r&&(\"loading\"!==r.state&&(r.state=e),this._loadTile(r,this._tileLoaded.bind(this,r,t,e)))},r.prototype._tileLoaded=function(e,r,n,a){if(a)return e.state=\"errored\",void(404!==a.status?this._source.fire(new t.ErrorEvent(a,{tile:e})):this.update(this.transform));e.timeAdded=t.browser.now(),\"expired\"===n&&(e.refreshedUponExpiration=!0),this._setTileReloadTimer(r,e),\"raster-dem\"===this.getSource().type&&e.dem&&this._backfillDEM(e),this._state.initializeTileState(e,this.map?this.map.painter:null),this._source.fire(new t.Event(\"data\",{dataType:\"source\",tile:e,coord:e.tileID}))},r.prototype._backfillDEM=function(t){for(var e=this.getRenderableIds(),r=0;r<e.length;r++){var n=e[r];if(t.neighboringTiles&&t.neighboringTiles[n]){var a=this.getTileByID(n);i(t,a),i(a,t)}}function i(t,e){t.needsHillshadePrepare=!0;var r=e.tileID.canonical.x-t.tileID.canonical.x,n=e.tileID.canonical.y-t.tileID.canonical.y,a=Math.pow(2,t.tileID.canonical.z),i=e.tileID.key;0===r&&0===n||Math.abs(n)>1||(Math.abs(r)>1&&(1===Math.abs(r+a)?r+=a:1===Math.abs(r-a)&&(r-=a)),e.dem&&t.dem&&(t.dem.backfillBorder(e.dem,r,n),t.neighboringTiles&&t.neighboringTiles[i]&&(t.neighboringTiles[i].backfilled=!0)))}},r.prototype.getTile=function(t){return this.getTileByID(t.key)},r.prototype.getTileByID=function(t){return this._tiles[t]},r.prototype.getZoom=function(t){return t.zoom+t.scaleZoom(t.tileSize/this._source.tileSize)},r.prototype._retainLoadedChildren=function(t,e,r,n){for(var a in this._tiles){var i=this._tiles[a];if(!(n[a]||!i.hasData()||i.tileID.overscaledZ<=e||i.tileID.overscaledZ>r)){for(var o=i.tileID;i&&i.tileID.overscaledZ>e+1;){var s=i.tileID.scaledTo(i.tileID.overscaledZ-1);(i=this._tiles[s.key])&&i.hasData()&&(o=s)}for(var l=o;l.overscaledZ>e;)if(t[(l=l.scaledTo(l.overscaledZ-1)).key]){n[o.key]=o;break}}}},r.prototype.findLoadedParent=function(t,e){for(var r=t.overscaledZ-1;r>=e;r--){var n=t.scaledTo(r);if(!n)return;var a=String(n.key),i=this._tiles[a];if(i&&i.hasData())return i;if(this._cache.has(n))return this._cache.get(n)}},r.prototype.updateCacheSize=function(t){var e=(Math.ceil(t.width/this._source.tileSize)+1)*(Math.ceil(t.height/this._source.tileSize)+1),r=Math.floor(5*e),n=\"number\"==typeof this._maxTileCacheSize?Math.min(this._maxTileCacheSize,r):r;this._cache.setMaxSize(n)},r.prototype.handleWrapJump=function(t){var e=(t-(void 0===this._prevLng?t:this._prevLng))/360,r=Math.round(e);if(this._prevLng=t,r){var n={};for(var a in this._tiles){var i=this._tiles[a];i.tileID=i.tileID.unwrapTo(i.tileID.wrap+r),n[i.tileID.key]=i}for(var o in this._tiles=n,this._timers)clearTimeout(this._timers[o]),delete this._timers[o];for(var s in this._tiles){var l=this._tiles[s];this._setTileReloadTimer(s,l)}}},r.prototype.update=function(e){var n=this;if(this.transform=e,this._sourceLoaded&&!this._paused){var a;this.updateCacheSize(e),this.handleWrapJump(this.transform.center.lng),this._coveredTiles={},this.used?this._source.tileID?a=e.getVisibleUnwrappedCoordinates(this._source.tileID).map(function(e){return new t.OverscaledTileID(e.canonical.z,e.wrap,e.canonical.z,e.canonical.x,e.canonical.y)}):(a=e.coveringTiles({tileSize:this._source.tileSize,minzoom:this._source.minzoom,maxzoom:this._source.maxzoom,roundZoom:this._source.roundZoom,reparseOverscaled:this._source.reparseOverscaled}),this._source.hasTile&&(a=a.filter(function(t){return n._source.hasTile(t)}))):a=[];var i=(this._source.roundZoom?Math.round:Math.floor)(this.getZoom(e)),o=Math.max(i-r.maxOverzooming,this._source.minzoom),s=Math.max(i+r.maxUnderzooming,this._source.minzoom),l=this._updateRetainedTiles(a,i);if(Ot(this._source.type)){for(var c={},u={},h=0,f=Object.keys(l);h<f.length;h+=1){var p=f[h],d=l[p],g=this._tiles[p];if(g&&!(g.fadeEndTime&&g.fadeEndTime<=t.browser.now())){var v=this.findLoadedParent(d,o);v&&(this._addTile(v.tileID),c[v.tileID.key]=v.tileID),u[p]=d}}for(var m in this._retainLoadedChildren(u,i,s,l),c)l[m]||(this._coveredTiles[m]=!0,l[m]=c[m])}for(var y in l)this._tiles[y].clearFadeHold();for(var x=0,b=t.keysDifference(this._tiles,l);x<b.length;x+=1){var _=b[x],w=this._tiles[_];w.hasSymbolBuckets&&!w.holdingForFade()?w.setHoldDuration(this.map._fadeDuration):w.hasSymbolBuckets&&!w.symbolFadeFinished()||this._removeTile(_)}}},r.prototype.releaseSymbolFadeTiles=function(){for(var t in this._tiles)this._tiles[t].holdingForFade()&&this._removeTile(t)},r.prototype._updateRetainedTiles=function(t,e){for(var n={},a={},i=Math.max(e-r.maxOverzooming,this._source.minzoom),o=Math.max(e+r.maxUnderzooming,this._source.minzoom),s={},l=0,c=t;l<c.length;l+=1){var u=c[l],h=this._addTile(u);n[u.key]=u,h.hasData()||e<this._source.maxzoom&&(s[u.key]=u)}this._retainLoadedChildren(s,e,o,n);for(var f=0,p=t;f<p.length;f+=1){var d=p[f],g=this._tiles[d.key];if(!g.hasData()){if(e+1>this._source.maxzoom){var v=d.children(this._source.maxzoom)[0],m=this.getTile(v);if(m&&m.hasData()){n[v.key]=v;continue}}else{var y=d.children(this._source.maxzoom);if(n[y[0].key]&&n[y[1].key]&&n[y[2].key]&&n[y[3].key])continue}for(var x=g.wasRequested(),b=d.overscaledZ-1;b>=i;--b){var _=d.scaledTo(b);if(a[_.key])break;if(a[_.key]=!0,!(g=this.getTile(_))&&x&&(g=this._addTile(_)),g&&(n[_.key]=_,x=g.wasRequested(),g.hasData()))break}}}return n},r.prototype._addTile=function(e){var r=this._tiles[e.key];if(r)return r;(r=this._cache.getAndRemove(e))&&(this._setTileReloadTimer(e.key,r),r.tileID=e,this._state.initializeTileState(r,this.map?this.map.painter:null),this._cacheTimers[e.key]&&(clearTimeout(this._cacheTimers[e.key]),delete this._cacheTimers[e.key],this._setTileReloadTimer(e.key,r)));var n=Boolean(r);return n||(r=new t.Tile(e,this._source.tileSize*e.overscaleFactor()),this._loadTile(r,this._tileLoaded.bind(this,r,e.key,r.state))),r?(r.uses++,this._tiles[e.key]=r,n||this._source.fire(new t.Event(\"dataloading\",{tile:r,coord:r.tileID,dataType:\"source\"})),r):null},r.prototype._setTileReloadTimer=function(t,e){var r=this;t in this._timers&&(clearTimeout(this._timers[t]),delete this._timers[t]);var n=e.getExpiryTimeout();n&&(this._timers[t]=setTimeout(function(){r._reloadTile(t,\"expired\"),delete r._timers[t]},n))},r.prototype._removeTile=function(t){var e=this._tiles[t];e&&(e.uses--,delete this._tiles[t],this._timers[t]&&(clearTimeout(this._timers[t]),delete this._timers[t]),e.uses>0||(e.hasData()&&\"reloading\"!==e.state?this._cache.add(e.tileID,e,e.getExpiryTimeout()):(e.aborted=!0,this._abortTile(e),this._unloadTile(e))))},r.prototype.clearTiles=function(){for(var t in this._shouldReloadOnResume=!1,this._paused=!1,this._tiles)this._removeTile(t);this._cache.reset()},r.prototype.tilesIn=function(e,r,n){var a=this,i=[],o=this.transform;if(!o)return i;for(var s=n?o.getCameraQueryGeometry(e):e,l=e.map(function(t){return o.pointCoordinate(t)}),c=s.map(function(t){return o.pointCoordinate(t)}),u=this.getIds(),h=1/0,f=1/0,p=-1/0,d=-1/0,g=0,v=c;g<v.length;g+=1){var m=v[g];h=Math.min(h,m.x),f=Math.min(f,m.y),p=Math.max(p,m.x),d=Math.max(d,m.y)}for(var y=function(e){var n=a._tiles[u[e]];if(!n.holdingForFade()){var s=n.tileID,g=Math.pow(2,o.zoom-n.tileID.overscaledZ),v=r*n.queryPadding*t.EXTENT/n.tileSize/g,m=[s.getTilePoint(new t.MercatorCoordinate(h,f)),s.getTilePoint(new t.MercatorCoordinate(p,d))];if(m[0].x-v<t.EXTENT&&m[0].y-v<t.EXTENT&&m[1].x+v>=0&&m[1].y+v>=0){var y=l.map(function(t){return s.getTilePoint(t)}),x=c.map(function(t){return s.getTilePoint(t)});i.push({tile:n,tileID:s,queryGeometry:y,cameraQueryGeometry:x,scale:g})}}},x=0;x<u.length;x++)y(x);return i},r.prototype.getVisibleCoordinates=function(t){for(var e=this,r=this.getRenderableIds(t).map(function(t){return e._tiles[t].tileID}),n=0,a=r;n<a.length;n+=1){var i=a[n];i.posMatrix=this.transform.calculatePosMatrix(i.toUnwrapped())}return r},r.prototype.hasTransition=function(){if(this._source.hasTransition())return!0;if(Ot(this._source.type))for(var e in this._tiles){var r=this._tiles[e];if(void 0!==r.fadeEndTime&&r.fadeEndTime>=t.browser.now())return!0}return!1},r.prototype.setFeatureState=function(t,e,r){t=t||\"_geojsonTileLayer\",this._state.updateState(t,e,r)},r.prototype.removeFeatureState=function(t,e,r){t=t||\"_geojsonTileLayer\",this._state.removeFeatureState(t,e,r)},r.prototype.getFeatureState=function(t,e){return t=t||\"_geojsonTileLayer\",this._state.getState(t,e)},r}(t.Evented);function Pt(t,e){return t%32-e%32||e-t}function Ot(t){return\"raster\"===t||\"image\"===t||\"video\"===t}function zt(){return new t.window.Worker(Qn.workerUrl)}Ct.maxOverzooming=10,Ct.maxUnderzooming=3;var It=function(){this.active={}};It.prototype.acquire=function(t){if(!this.workers)for(this.workers=[];this.workers.length<It.workerCount;)this.workers.push(new zt);return this.active[t]=!0,this.workers.slice()},It.prototype.release=function(t){delete this.active[t],0===Object.keys(this.active).length&&(this.workers.forEach(function(t){t.terminate()}),this.workers=null)};var Dt,Rt=Math.floor(t.browser.hardwareConcurrency/2);function Ft(e,r){var n={};for(var a in e)\"ref\"!==a&&(n[a]=e[a]);return t.refProperties.forEach(function(t){t in r&&(n[t]=r[t])}),n}function Bt(t){t=t.slice();for(var e=Object.create(null),r=0;r<t.length;r++)e[t[r].id]=t[r];for(var n=0;n<t.length;n++)\"ref\"in t[n]&&(t[n]=Ft(t[n],e[t[n].ref]));return t}It.workerCount=Math.max(Math.min(Rt,6),1);var Nt={setStyle:\"setStyle\",addLayer:\"addLayer\",removeLayer:\"removeLayer\",setPaintProperty:\"setPaintProperty\",setLayoutProperty:\"setLayoutProperty\",setFilter:\"setFilter\",addSource:\"addSource\",removeSource:\"removeSource\",setGeoJSONSourceData:\"setGeoJSONSourceData\",setLayerZoomRange:\"setLayerZoomRange\",setLayerProperty:\"setLayerProperty\",setCenter:\"setCenter\",setZoom:\"setZoom\",setBearing:\"setBearing\",setPitch:\"setPitch\",setSprite:\"setSprite\",setGlyphs:\"setGlyphs\",setTransition:\"setTransition\",setLight:\"setLight\"};function jt(t,e,r){r.push({command:Nt.addSource,args:[t,e[t]]})}function Vt(t,e,r){e.push({command:Nt.removeSource,args:[t]}),r[t]=!0}function Ut(t,e,r,n){Vt(t,r,n),jt(t,e,r)}function qt(e,r,n){var a;for(a in e[n])if(e[n].hasOwnProperty(a)&&\"data\"!==a&&!t.deepEqual(e[n][a],r[n][a]))return!1;for(a in r[n])if(r[n].hasOwnProperty(a)&&\"data\"!==a&&!t.deepEqual(e[n][a],r[n][a]))return!1;return!0}function Ht(e,r,n,a,i,o){var s;for(s in r=r||{},e=e||{})e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[a,s,r[s],i]}));for(s in r)r.hasOwnProperty(s)&&!e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[a,s,r[s],i]}))}function Gt(t){return t.id}function Yt(t,e){return t[e.id]=e,t}var Wt=function(t,e,r){var n=this.boxCells=[],a=this.circleCells=[];this.xCellCount=Math.ceil(t/r),this.yCellCount=Math.ceil(e/r);for(var i=0;i<this.xCellCount*this.yCellCount;i++)n.push([]),a.push([]);this.circleKeys=[],this.boxKeys=[],this.bboxes=[],this.circles=[],this.width=t,this.height=e,this.xScale=this.xCellCount/t,this.yScale=this.yCellCount/e,this.boxUid=0,this.circleUid=0};function Xt(e,r,n,a,i){var o=t.create();return r?(t.scale(o,o,[1/i,1/i,1]),n||t.rotateZ(o,o,a.angle)):t.multiply(o,a.labelPlaneMatrix,e),o}function Zt(e,r,n,a,i){if(r){var o=t.clone(e);return t.scale(o,o,[i,i,1]),n||t.rotateZ(o,o,-a.angle),o}return a.glCoordMatrix}function Jt(e,r){var n=[e.x,e.y,0,1];oe(n,n,r);var a=n[3];return{point:new t.Point(n[0]/a,n[1]/a),signedDistanceFromCamera:a}}function Kt(t,e){var r=t[0]/t[3],n=t[1]/t[3];return r>=-e[0]&&r<=e[0]&&n>=-e[1]&&n<=e[1]}function Qt(e,r,n,a,i,o,s,l){var c=a?e.textSizeData:e.iconSizeData,u=t.evaluateSizeForZoom(c,n.transform.zoom),h=[256/n.width*2+1,256/n.height*2+1],f=a?e.text.dynamicLayoutVertexArray:e.icon.dynamicLayoutVertexArray;f.clear();for(var p=e.lineVertexArray,d=a?e.text.placedSymbolArray:e.icon.placedSymbolArray,g=n.transform.width/n.transform.height,v=!1,m=0;m<d.length;m++){var y=d.get(m);if(y.hidden||y.writingMode===t.WritingMode.vertical&&!v)ie(y.numGlyphs,f);else{v=!1;var x=[y.anchorX,y.anchorY,0,1];if(t.transformMat4(x,x,r),Kt(x,h)){var b=.5+x[3]/n.transform.cameraToCenterDistance*.5,_=t.evaluateSizeForFeature(c,u,y),w=s?_*b:_/b,k=new t.Point(y.anchorX,y.anchorY),T=Jt(k,i).point,M={},A=ee(y,w,!1,l,r,i,o,e.glyphOffsetArray,p,f,T,k,M,g);v=A.useVertical,(A.notEnoughRoom||v||A.needsFlipping&&ee(y,w,!0,l,r,i,o,e.glyphOffsetArray,p,f,T,k,M,g).notEnoughRoom)&&ie(y.numGlyphs,f)}else ie(y.numGlyphs,f)}}a?e.text.dynamicLayoutVertexBuffer.updateData(f):e.icon.dynamicLayoutVertexBuffer.updateData(f)}function $t(t,e,r,n,a,i,o,s,l,c,u,h){var f=s.glyphStartIndex+s.numGlyphs,p=s.lineStartIndex,d=s.lineStartIndex+s.lineLength,g=e.getoffsetX(s.glyphStartIndex),v=e.getoffsetX(f-1),m=ne(t*g,r,n,a,i,o,s.segment,p,d,l,c,u,h);if(!m)return null;var y=ne(t*v,r,n,a,i,o,s.segment,p,d,l,c,u,h);return y?{first:m,last:y}:null}function te(e,r,n,a){return e===t.WritingMode.horizontal&&Math.abs(n.y-r.y)>Math.abs(n.x-r.x)*a?{useVertical:!0}:(e===t.WritingMode.vertical?r.y<n.y:r.x>n.x)?{needsFlipping:!0}:null}function ee(e,r,n,a,i,o,s,l,c,u,h,f,p,d){var g,v=r/24,m=e.lineOffsetX*v,y=e.lineOffsetY*v;if(e.numGlyphs>1){var x=e.glyphStartIndex+e.numGlyphs,b=e.lineStartIndex,_=e.lineStartIndex+e.lineLength,w=$t(v,l,m,y,n,h,f,e,c,o,p,!1);if(!w)return{notEnoughRoom:!0};var k=Jt(w.first.point,s).point,T=Jt(w.last.point,s).point;if(a&&!n){var M=te(e.writingMode,k,T,d);if(M)return M}g=[w.first];for(var A=e.glyphStartIndex+1;A<x-1;A++)g.push(ne(v*l.getoffsetX(A),m,y,n,h,f,e.segment,b,_,c,o,p,!1));g.push(w.last)}else{if(a&&!n){var S=Jt(f,i).point,E=e.lineStartIndex+e.segment+1,L=new t.Point(c.getx(E),c.gety(E)),C=Jt(L,i),P=C.signedDistanceFromCamera>0?C.point:re(f,L,S,1,i),O=te(e.writingMode,S,P,d);if(O)return O}var z=ne(v*l.getoffsetX(e.glyphStartIndex),m,y,n,h,f,e.segment,e.lineStartIndex,e.lineStartIndex+e.lineLength,c,o,p,!1);if(!z)return{notEnoughRoom:!0};g=[z]}for(var I=0,D=g;I<D.length;I+=1){var R=D[I];t.addDynamicAttributes(u,R.point,R.angle)}return{}}function re(t,e,r,n,a){var i=Jt(t.add(t.sub(e)._unit()),a).point,o=r.sub(i);return r.add(o._mult(n/o.mag()))}function ne(e,r,n,a,i,o,s,l,c,u,h,f,p){var d=a?e-r:e+r,g=d>0?1:-1,v=0;a&&(g*=-1,v=Math.PI),g<0&&(v+=Math.PI);for(var m=g>0?l+s:l+s+1,y=m,x=i,b=i,_=0,w=0,k=Math.abs(d);_+w<=k;){if((m+=g)<l||m>=c)return null;if(b=x,void 0===(x=f[m])){var T=new t.Point(u.getx(m),u.gety(m)),M=Jt(T,h);if(M.signedDistanceFromCamera>0)x=f[m]=M.point;else{var A=m-g;x=re(0===_?o:new t.Point(u.getx(A),u.gety(A)),T,b,k-_+1,h)}}_+=w,w=b.dist(x)}var S=(k-_)/w,E=x.sub(b),L=E.mult(S)._add(b);return L._add(E._unit()._perp()._mult(n*g)),{point:L,angle:v+Math.atan2(x.y-b.y,x.x-b.x),tileDistance:p?{prevTileDistance:m-g===y?0:u.gettileUnitDistanceFromAnchor(m-g),lastSegmentViewportDistance:k-_}:null}}Wt.prototype.keysLength=function(){return this.boxKeys.length+this.circleKeys.length},Wt.prototype.insert=function(t,e,r,n,a){this._forEachCell(e,r,n,a,this._insertBoxCell,this.boxUid++),this.boxKeys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(a)},Wt.prototype.insertCircle=function(t,e,r,n){this._forEachCell(e-n,r-n,e+n,r+n,this._insertCircleCell,this.circleUid++),this.circleKeys.push(t),this.circles.push(e),this.circles.push(r),this.circles.push(n)},Wt.prototype._insertBoxCell=function(t,e,r,n,a,i){this.boxCells[a].push(i)},Wt.prototype._insertCircleCell=function(t,e,r,n,a,i){this.circleCells[a].push(i)},Wt.prototype._query=function(t,e,r,n,a,i){if(r<0||t>this.width||n<0||e>this.height)return!a&&[];var o=[];if(t<=0&&e<=0&&this.width<=r&&this.height<=n){if(a)return!0;for(var s=0;s<this.boxKeys.length;s++)o.push({key:this.boxKeys[s],x1:this.bboxes[4*s],y1:this.bboxes[4*s+1],x2:this.bboxes[4*s+2],y2:this.bboxes[4*s+3]});for(var l=0;l<this.circleKeys.length;l++){var c=this.circles[3*l],u=this.circles[3*l+1],h=this.circles[3*l+2];o.push({key:this.circleKeys[l],x1:c-h,y1:u-h,x2:c+h,y2:u+h})}return i?o.filter(i):o}var f={hitTest:a,seenUids:{box:{},circle:{}}};return this._forEachCell(t,e,r,n,this._queryCell,o,f,i),a?o.length>0:o},Wt.prototype._queryCircle=function(t,e,r,n,a){var i=t-r,o=t+r,s=e-r,l=e+r;if(o<0||i>this.width||l<0||s>this.height)return!n&&[];var c=[],u={hitTest:n,circle:{x:t,y:e,radius:r},seenUids:{box:{},circle:{}}};return this._forEachCell(i,s,o,l,this._queryCellCircle,c,u,a),n?c.length>0:c},Wt.prototype.query=function(t,e,r,n,a){return this._query(t,e,r,n,!1,a)},Wt.prototype.hitTest=function(t,e,r,n,a){return this._query(t,e,r,n,!0,a)},Wt.prototype.hitTestCircle=function(t,e,r,n){return this._queryCircle(t,e,r,!0,n)},Wt.prototype._queryCell=function(t,e,r,n,a,i,o,s){var l=o.seenUids,c=this.boxCells[a];if(null!==c)for(var u=this.bboxes,h=0,f=c;h<f.length;h+=1){var p=f[h];if(!l.box[p]){l.box[p]=!0;var d=4*p;if(t<=u[d+2]&&e<=u[d+3]&&r>=u[d+0]&&n>=u[d+1]&&(!s||s(this.boxKeys[p]))){if(o.hitTest)return i.push(!0),!0;i.push({key:this.boxKeys[p],x1:u[d],y1:u[d+1],x2:u[d+2],y2:u[d+3]})}}}var g=this.circleCells[a];if(null!==g)for(var v=this.circles,m=0,y=g;m<y.length;m+=1){var x=y[m];if(!l.circle[x]){l.circle[x]=!0;var b=3*x;if(this._circleAndRectCollide(v[b],v[b+1],v[b+2],t,e,r,n)&&(!s||s(this.circleKeys[x]))){if(o.hitTest)return i.push(!0),!0;var _=v[b],w=v[b+1],k=v[b+2];i.push({key:this.circleKeys[x],x1:_-k,y1:w-k,x2:_+k,y2:w+k})}}}},Wt.prototype._queryCellCircle=function(t,e,r,n,a,i,o,s){var l=o.circle,c=o.seenUids,u=this.boxCells[a];if(null!==u)for(var h=this.bboxes,f=0,p=u;f<p.length;f+=1){var d=p[f];if(!c.box[d]){c.box[d]=!0;var g=4*d;if(this._circleAndRectCollide(l.x,l.y,l.radius,h[g+0],h[g+1],h[g+2],h[g+3])&&(!s||s(this.boxKeys[d])))return i.push(!0),!0}}var v=this.circleCells[a];if(null!==v)for(var m=this.circles,y=0,x=v;y<x.length;y+=1){var b=x[y];if(!c.circle[b]){c.circle[b]=!0;var _=3*b;if(this._circlesCollide(m[_],m[_+1],m[_+2],l.x,l.y,l.radius)&&(!s||s(this.circleKeys[b])))return i.push(!0),!0}}},Wt.prototype._forEachCell=function(t,e,r,n,a,i,o,s){for(var l=this._convertToXCellCoord(t),c=this._convertToYCellCoord(e),u=this._convertToXCellCoord(r),h=this._convertToYCellCoord(n),f=l;f<=u;f++)for(var p=c;p<=h;p++){var d=this.xCellCount*p+f;if(a.call(this,t,e,r,n,d,i,o,s))return}},Wt.prototype._convertToXCellCoord=function(t){return Math.max(0,Math.min(this.xCellCount-1,Math.floor(t*this.xScale)))},Wt.prototype._convertToYCellCoord=function(t){return Math.max(0,Math.min(this.yCellCount-1,Math.floor(t*this.yScale)))},Wt.prototype._circlesCollide=function(t,e,r,n,a,i){var o=n-t,s=a-e,l=r+i;return l*l>o*o+s*s},Wt.prototype._circleAndRectCollide=function(t,e,r,n,a,i,o){var s=(i-n)/2,l=Math.abs(t-(n+s));if(l>s+r)return!1;var c=(o-a)/2,u=Math.abs(e-(a+c));if(u>c+r)return!1;if(l<=s||u<=c)return!0;var h=l-s,f=u-c;return h*h+f*f<=r*r};var ae=new Float32Array([-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0]);function ie(t,e){for(var r=0;r<t;r++){var n=e.length;e.resize(n+4),e.float32.set(ae,3*n)}}function oe(t,e,r){var n=e[0],a=e[1];return t[0]=r[0]*n+r[4]*a+r[12],t[1]=r[1]*n+r[5]*a+r[13],t[3]=r[3]*n+r[7]*a+r[15],t}var se=function(t,e,r){void 0===e&&(e=new Wt(t.width+200,t.height+200,25)),void 0===r&&(r=new Wt(t.width+200,t.height+200,25)),this.transform=t,this.grid=e,this.ignoredGrid=r,this.pitchfactor=Math.cos(t._pitch)*t.cameraToCenterDistance,this.screenRightBoundary=t.width+100,this.screenBottomBoundary=t.height+100,this.gridRightBoundary=t.width+200,this.gridBottomBoundary=t.height+200};function le(t,e,r){t[e+4]=r?1:0}function ce(e,r,n){return r*(t.EXTENT/(e.tileSize*Math.pow(2,n-e.tileID.overscaledZ)))}se.prototype.placeCollisionBox=function(t,e,r,n,a){var i=this.projectAndGetPerspectiveRatio(n,t.anchorPointX,t.anchorPointY),o=r*i.perspectiveRatio,s=t.x1*o+i.point.x,l=t.y1*o+i.point.y,c=t.x2*o+i.point.x,u=t.y2*o+i.point.y;return!this.isInsideGrid(s,l,c,u)||!e&&this.grid.hitTest(s,l,c,u,a)?{box:[],offscreen:!1}:{box:[s,l,c,u],offscreen:this.isOffscreen(s,l,c,u)}},se.prototype.approximateTileDistance=function(t,e,r,n,a){var i=a?1:n/this.pitchfactor,o=t.lastSegmentViewportDistance*r;return t.prevTileDistance+o+(i-1)*o*Math.abs(Math.sin(e))},se.prototype.placeCollisionCircles=function(e,r,n,a,i,o,s,l,c,u,h,f,p){var d=[],g=this.projectAnchor(c,i.anchorX,i.anchorY),v=l/24,m=i.lineOffsetX*l,y=i.lineOffsetY*l,x=new t.Point(i.anchorX,i.anchorY),b=$t(v,s,m,y,!1,Jt(x,u).point,x,i,o,u,{},!0),_=!1,w=!1,k=!0,T=g.perspectiveRatio*a,M=1/(a*n),A=0,S=0;b&&(A=this.approximateTileDistance(b.first.tileDistance,b.first.angle,M,g.cameraDistance,f),S=this.approximateTileDistance(b.last.tileDistance,b.last.angle,M,g.cameraDistance,f));for(var E=0;E<e.length;E+=5){var L=e[E],C=e[E+1],P=e[E+2],O=e[E+3];if(!b||O<-A||O>S)le(e,E,!1);else{var z=this.projectPoint(c,L,C),I=P*T;if(d.length>0){var D=z.x-d[d.length-4],R=z.y-d[d.length-3];if(I*I*2>D*D+R*R&&E+8<e.length){var F=e[E+8];if(F>-A&&F<S){le(e,E,!1);continue}}}var B=E/5;d.push(z.x,z.y,I,B),le(e,E,!0);var N=z.x-I,j=z.y-I,V=z.x+I,U=z.y+I;if(k=k&&this.isOffscreen(N,j,V,U),w=w||this.isInsideGrid(N,j,V,U),!r&&this.grid.hitTestCircle(z.x,z.y,I,p)){if(!h)return{circles:[],offscreen:!1};_=!0}}}return{circles:_||!w?[]:d,offscreen:k}},se.prototype.queryRenderedSymbols=function(e){if(0===e.length||0===this.grid.keysLength()&&0===this.ignoredGrid.keysLength())return{};for(var r=[],n=1/0,a=1/0,i=-1/0,o=-1/0,s=0,l=e;s<l.length;s+=1){var c=l[s],u=new t.Point(c.x+100,c.y+100);n=Math.min(n,u.x),a=Math.min(a,u.y),i=Math.max(i,u.x),o=Math.max(o,u.y),r.push(u)}for(var h={},f={},p=0,d=this.grid.query(n,a,i,o).concat(this.ignoredGrid.query(n,a,i,o));p<d.length;p+=1){var g=d[p],v=g.key;if(void 0===h[v.bucketInstanceId]&&(h[v.bucketInstanceId]={}),!h[v.bucketInstanceId][v.featureIndex]){var m=[new t.Point(g.x1,g.y1),new t.Point(g.x2,g.y1),new t.Point(g.x2,g.y2),new t.Point(g.x1,g.y2)];t.polygonIntersectsPolygon(r,m)&&(h[v.bucketInstanceId][v.featureIndex]=!0,void 0===f[v.bucketInstanceId]&&(f[v.bucketInstanceId]=[]),f[v.bucketInstanceId].push(v.featureIndex))}}return f},se.prototype.insertCollisionBox=function(t,e,r,n,a){var i={bucketInstanceId:r,featureIndex:n,collisionGroupID:a};(e?this.ignoredGrid:this.grid).insert(i,t[0],t[1],t[2],t[3])},se.prototype.insertCollisionCircles=function(t,e,r,n,a){for(var i=e?this.ignoredGrid:this.grid,o={bucketInstanceId:r,featureIndex:n,collisionGroupID:a},s=0;s<t.length;s+=4)i.insertCircle(o,t[s],t[s+1],t[s+2])},se.prototype.projectAnchor=function(t,e,r){var n=[e,r,0,1];return oe(n,n,t),{perspectiveRatio:.5+this.transform.cameraToCenterDistance/n[3]*.5,cameraDistance:n[3]}},se.prototype.projectPoint=function(e,r,n){var a=[r,n,0,1];return oe(a,a,e),new t.Point((a[0]/a[3]+1)/2*this.transform.width+100,(-a[1]/a[3]+1)/2*this.transform.height+100)},se.prototype.projectAndGetPerspectiveRatio=function(e,r,n){var a=[r,n,0,1];return oe(a,a,e),{point:new t.Point((a[0]/a[3]+1)/2*this.transform.width+100,(-a[1]/a[3]+1)/2*this.transform.height+100),perspectiveRatio:.5+this.transform.cameraToCenterDistance/a[3]*.5}},se.prototype.isOffscreen=function(t,e,r,n){return r<100||t>=this.screenRightBoundary||n<100||e>this.screenBottomBoundary},se.prototype.isInsideGrid=function(t,e,r,n){return r>=0&&t<this.gridRightBoundary&&n>=0&&e<this.gridBottomBoundary};var ue=function(t,e,r,n){this.opacity=t?Math.max(0,Math.min(1,t.opacity+(t.placed?e:-e))):n&&r?1:0,this.placed=r};ue.prototype.isHidden=function(){return 0===this.opacity&&!this.placed};var he=function(t,e,r,n,a){this.text=new ue(t?t.text:null,e,r,a),this.icon=new ue(t?t.icon:null,e,n,a)};he.prototype.isHidden=function(){return this.text.isHidden()&&this.icon.isHidden()};var fe=function(t,e,r){this.text=t,this.icon=e,this.skipFade=r},pe=function(t,e,r,n,a){this.bucketInstanceId=t,this.featureIndex=e,this.sourceLayerIndex=r,this.bucketIndex=n,this.tileID=a},de=function(t){this.crossSourceCollisions=t,this.maxGroupID=0,this.collisionGroups={}};function ge(e,r,n,a,i){var o=t.getAnchorAlignment(e),s=-(o.horizontalAlign-.5)*r,l=-(o.verticalAlign-.5)*n,c=t.evaluateRadialOffset(e,a);return new t.Point(s+c[0]*i,l+c[1]*i)}de.prototype.get=function(t){if(this.crossSourceCollisions)return{ID:0,predicate:null};if(!this.collisionGroups[t]){var e=++this.maxGroupID;this.collisionGroups[t]={ID:e,predicate:function(t){return t.collisionGroupID===e}}}return this.collisionGroups[t]};var ve=function(t,e,r,n){this.transform=t.clone(),this.collisionIndex=new se(this.transform),this.placements={},this.opacities={},this.variableOffsets={},this.stale=!1,this.commitTime=0,this.fadeDuration=e,this.retainedQueryData={},this.collisionGroups=new de(r),this.prevPlacement=n,n&&(n.prevPlacement=void 0),this.placedOrientations={}};function me(t,e,r,n,a){t.emplaceBack(e?1:0,r?1:0,n||0,a||0),t.emplaceBack(e?1:0,r?1:0,n||0,a||0),t.emplaceBack(e?1:0,r?1:0,n||0,a||0),t.emplaceBack(e?1:0,r?1:0,n||0,a||0)}ve.prototype.placeLayerTile=function(e,r,n,a){var i=r.getBucket(e),o=r.latestFeatureIndex;if(i&&o&&e.id===i.layerIds[0]){var s=r.collisionBoxArray,l=i.layers[0].layout,c=Math.pow(2,this.transform.zoom-r.tileID.overscaledZ),u=r.tileSize/t.EXTENT,h=this.transform.calculatePosMatrix(r.tileID.toUnwrapped()),f=Xt(h,\"map\"===l.get(\"text-pitch-alignment\"),\"map\"===l.get(\"text-rotation-alignment\"),this.transform,ce(r,1,this.transform.zoom)),p=Xt(h,\"map\"===l.get(\"icon-pitch-alignment\"),\"map\"===l.get(\"icon-rotation-alignment\"),this.transform,ce(r,1,this.transform.zoom));this.retainedQueryData[i.bucketInstanceId]=new pe(i.bucketInstanceId,o,i.sourceLayerIndex,i.index,r.tileID),this.placeLayerBucket(i,h,f,p,c,u,n,r.holdingForFade(),a,s)}},ve.prototype.attemptAnchorPlacement=function(e,r,n,a,i,o,s,l,c,u,h,f,p,d,g){var v,m=ge(e,n,a,i,o),y=this.collisionIndex.placeCollisionBox(function(e,r,n,a,i,o){var s=e.x1,l=e.x2,c=e.y1,u=e.y2,h=e.anchorPointX,f=e.anchorPointY,p=new t.Point(r,n);return a&&p._rotate(i?o:-o),{x1:s+p.x,y1:c+p.y,x2:l+p.x,y2:u+p.y,anchorPointX:h,anchorPointY:f}}(r,m.x,m.y,s,l,this.transform.angle),f,c,u,h.predicate);if(y.box.length>0)return this.prevPlacement&&this.prevPlacement.variableOffsets[p.crossTileID]&&this.prevPlacement.placements[p.crossTileID]&&this.prevPlacement.placements[p.crossTileID].text&&(v=this.prevPlacement.variableOffsets[p.crossTileID].anchor),this.variableOffsets[p.crossTileID]={radialOffset:i,width:n,height:a,anchor:e,textBoxScale:o,prevAnchor:v},this.markUsedJustification(d,e,p,g),d.allowVerticalPlacement&&(this.markUsedOrientation(d,g,p),this.placedOrientations[p.crossTileID]=g),y},ve.prototype.placeLayerBucket=function(e,r,n,a,i,o,s,l,c,u){var h=this,f=e.layers[0].layout,p=t.evaluateSizeForZoom(e.textSizeData,this.transform.zoom),d=f.get(\"text-optional\"),g=f.get(\"icon-optional\"),v=f.get(\"text-allow-overlap\"),m=f.get(\"icon-allow-overlap\"),y=v&&(m||!e.hasIconData()||g),x=m&&(v||!e.hasTextData()||d),b=this.collisionGroups.get(e.sourceID),_=\"map\"===f.get(\"text-rotation-alignment\"),w=\"map\"===f.get(\"text-pitch-alignment\"),k=\"viewport-y\"===f.get(\"symbol-z-order\");!e.collisionArrays&&u&&e.deserializeCollisionBoxes(u);var T=function(a,u){if(!c[a.crossTileID])if(l)h.placements[a.crossTileID]=new fe(!1,!1,!1);else{var m,k=!1,T=!1,M=!0,A={box:null,offscreen:null},S={box:null,offscreen:null},E=null,L=null,C=0,P=0,O=0;u.textFeatureIndex&&(C=u.textFeatureIndex),u.verticalTextFeatureIndex&&(P=u.verticalTextFeatureIndex);var z=u.textBox;if(z){var I=function(r){var n=t.WritingMode.horizontal;if(e.allowVerticalPlacement&&!r&&h.prevPlacement){var i=h.prevPlacement.placedOrientations[a.crossTileID];i&&(h.placedOrientations[a.crossTileID]=i,n=i,h.markUsedOrientation(e,n,a))}return n},D=function(r,n){if(e.allowVerticalPlacement&&a.numVerticalGlyphVertices>0&&u.verticalTextBox)for(var i=0,o=e.writingModes;i<o.length&&(o[i]===t.WritingMode.vertical?(A=n(),S=A):A=r(),!(A&&A.box&&A.box.length));i+=1);else A=r()};if(f.get(\"text-variable-anchor\")){var R=f.get(\"text-variable-anchor\");if(h.prevPlacement&&h.prevPlacement.variableOffsets[a.crossTileID]){var F=h.prevPlacement.variableOffsets[a.crossTileID];R.indexOf(F.anchor)>0&&(R=R.filter(function(t){return t!==F.anchor})).unshift(F.anchor)}var B=function(t,n){for(var i=t.x2-t.x1,s=t.y2-t.y1,l=a.textBoxScale,c={box:[],offscreen:!1},u=v?2*R.length:R.length,f=0;f<u;++f){var p=R[f%R.length],d=f>=R.length;if((c=h.attemptAnchorPlacement(p,t,i,s,a.radialTextOffset,l,_,w,o,r,b,d,a,e,n))&&c.box&&c.box.length){k=!0;break}}return c};D(function(){return B(z,t.WritingMode.horizontal)},function(){var r=u.verticalTextBox,n=A&&A.box&&A.box.length;return e.allowVerticalPlacement&&!n&&a.numVerticalGlyphVertices>0&&r?B(r,t.WritingMode.vertical):{box:null,offscreen:null}}),A&&(k=A.box,M=A.offscreen);var N=I(A&&A.box);if(!k&&h.prevPlacement){var j=h.prevPlacement.variableOffsets[a.crossTileID];j&&(h.variableOffsets[a.crossTileID]=j,h.markUsedJustification(e,j.anchor,a,N))}}else{var V=function(t,n){var i=h.collisionIndex.placeCollisionBox(t,f.get(\"text-allow-overlap\"),o,r,b.predicate);return i&&i.box&&i.box.length&&(h.markUsedOrientation(e,n,a),h.placedOrientations[a.crossTileID]=n),i};D(function(){return V(z,t.WritingMode.horizontal)},function(){var r=u.verticalTextBox;return e.allowVerticalPlacement&&a.numVerticalGlyphVertices>0&&r?V(r,t.WritingMode.vertical):{box:null,offscreen:null}}),I(A&&A.box&&A.box.length)}}k=(m=A)&&m.box&&m.box.length>0,M=m&&m.offscreen;var U=u.textCircles;if(U){var q=e.text.placedSymbolArray.get(a.centerJustifiedTextSymbolIndex),H=t.evaluateSizeForFeature(e.textSizeData,p,q);E=h.collisionIndex.placeCollisionCircles(U,f.get(\"text-allow-overlap\"),i,o,q,e.lineVertexArray,e.glyphOffsetArray,H,r,n,s,w,b.predicate),k=f.get(\"text-allow-overlap\")||E.circles.length>0,M=M&&E.offscreen}u.iconFeatureIndex&&(O=u.iconFeatureIndex),u.iconBox&&(T=(L=h.collisionIndex.placeCollisionBox(u.iconBox,f.get(\"icon-allow-overlap\"),o,r,b.predicate)).box.length>0,M=M&&L.offscreen);var G=d||0===a.numHorizontalGlyphVertices&&0===a.numVerticalGlyphVertices,Y=g||0===a.numIconVertices;G||Y?Y?G||(T=T&&k):k=T&&k:T=k=T&&k,k&&m&&m.box&&(S&&S.box&&P?h.collisionIndex.insertCollisionBox(m.box,f.get(\"text-ignore-placement\"),e.bucketInstanceId,P,b.ID):h.collisionIndex.insertCollisionBox(m.box,f.get(\"text-ignore-placement\"),e.bucketInstanceId,C,b.ID)),T&&L&&h.collisionIndex.insertCollisionBox(L.box,f.get(\"icon-ignore-placement\"),e.bucketInstanceId,O,b.ID),k&&E&&h.collisionIndex.insertCollisionCircles(E.circles,f.get(\"text-ignore-placement\"),e.bucketInstanceId,C,b.ID),h.placements[a.crossTileID]=new fe(k||y,T||x,M||e.justReloaded),c[a.crossTileID]=!0}};if(k)for(var M=e.getSortedSymbolIndexes(this.transform.angle),A=M.length-1;A>=0;--A){var S=M[A];T(e.symbolInstances.get(S),e.collisionArrays[S])}else for(var E=0;E<e.symbolInstances.length;++E)T(e.symbolInstances.get(E),e.collisionArrays[E]);e.justReloaded=!1},ve.prototype.markUsedJustification=function(e,r,n,a){var i,o={left:n.leftJustifiedTextSymbolIndex,center:n.centerJustifiedTextSymbolIndex,right:n.rightJustifiedTextSymbolIndex};i=a===t.WritingMode.vertical?n.verticalPlacedTextSymbolIndex:o[t.getAnchorJustification(r)];for(var s=0,l=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex,n.verticalPlacedTextSymbolIndex];s<l.length;s+=1){var c=l[s];c>=0&&(e.text.placedSymbolArray.get(c).crossTileID=i>=0&&c!==i?0:n.crossTileID)}},ve.prototype.markUsedOrientation=function(e,r,n){for(var a=r===t.WritingMode.horizontal||r===t.WritingMode.horizontalOnly?r:0,i=r===t.WritingMode.vertical?r:0,o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex];o<s.length;o+=1){var l=s[o];e.text.placedSymbolArray.get(l).placedOrientation=a}n.verticalPlacedTextSymbolIndex&&(e.text.placedSymbolArray.get(n.verticalPlacedTextSymbolIndex).placedOrientation=i)},ve.prototype.commit=function(t){this.commitTime=t;var e=this.prevPlacement,r=!1,n=e&&0!==this.fadeDuration?(this.commitTime-e.commitTime)/this.fadeDuration:1,a=e?e.opacities:{},i=e?e.variableOffsets:{},o=e?e.placedOrientations:{};for(var s in this.placements){var l=this.placements[s],c=a[s];c?(this.opacities[s]=new he(c,n,l.text,l.icon),r=r||l.text!==c.text.placed||l.icon!==c.icon.placed):(this.opacities[s]=new he(null,n,l.text,l.icon,l.skipFade),r=r||l.text||l.icon)}for(var u in a){var h=a[u];if(!this.opacities[u]){var f=new he(h,n,!1,!1);f.isHidden()||(this.opacities[u]=f,r=r||h.text.placed||h.icon.placed)}}for(var p in i)this.variableOffsets[p]||!this.opacities[p]||this.opacities[p].isHidden()||(this.variableOffsets[p]=i[p]);for(var d in o)this.placedOrientations[d]||!this.opacities[d]||this.opacities[d].isHidden()||(this.placedOrientations[d]=o[d]);r?this.lastPlacementChangeTime=t:\"number\"!=typeof this.lastPlacementChangeTime&&(this.lastPlacementChangeTime=e?e.lastPlacementChangeTime:t)},ve.prototype.updateLayerOpacities=function(t,e){for(var r={},n=0,a=e;n<a.length;n+=1){var i=a[n],o=i.getBucket(t);o&&i.latestFeatureIndex&&t.id===o.layerIds[0]&&this.updateBucketOpacities(o,r,i.collisionBoxArray)}},ve.prototype.updateBucketOpacities=function(e,r,n){e.hasTextData()&&e.text.opacityVertexArray.clear(),e.hasIconData()&&e.icon.opacityVertexArray.clear(),e.hasCollisionBoxData()&&e.collisionBox.collisionVertexArray.clear(),e.hasCollisionCircleData()&&e.collisionCircle.collisionVertexArray.clear();var a=e.layers[0].layout,i=new he(null,0,!1,!1,!0),o=a.get(\"text-allow-overlap\"),s=a.get(\"icon-allow-overlap\"),l=a.get(\"text-variable-anchor\"),c=\"map\"===a.get(\"text-rotation-alignment\"),u=\"map\"===a.get(\"text-pitch-alignment\"),h=new he(null,0,o&&(s||!e.hasIconData()||a.get(\"icon-optional\")),s&&(o||!e.hasTextData()||a.get(\"text-optional\")),!0);!e.collisionArrays&&n&&(e.hasCollisionBoxData()||e.hasCollisionCircleData())&&e.deserializeCollisionBoxes(n);for(var f=0;f<e.symbolInstances.length;f++){var p=e.symbolInstances.get(f),d=p.numHorizontalGlyphVertices,g=p.numVerticalGlyphVertices,v=p.crossTileID,m=r[v],y=this.opacities[v];m?y=i:y||(y=h,this.opacities[v]=y),r[v]=!0;var x=d>0||g>0,b=p.numIconVertices>0;if(x){for(var _=Me(y.text),w=(d+g)/4,k=0;k<w;k++)e.text.opacityVertexArray.emplaceBack(_);var T=y.text.isHidden()?1:0,M=this.placedOrientations[p.crossTileID],A=M===t.WritingMode.horizontal||M===t.WritingMode.horizontalOnly?1:0,S=M===t.WritingMode.vertical?1:0;[p.rightJustifiedTextSymbolIndex,p.centerJustifiedTextSymbolIndex,p.leftJustifiedTextSymbolIndex].forEach(function(t){t>=0&&(e.text.placedSymbolArray.get(t).hidden=T||S)}),p.verticalPlacedTextSymbolIndex>=0&&(e.text.placedSymbolArray.get(p.verticalPlacedTextSymbolIndex).hidden=T||A);var E=this.variableOffsets[p.crossTileID];E&&this.markUsedJustification(e,E.anchor,p,M);var L=this.placedOrientations[p.crossTileID];L&&(this.markUsedJustification(e,\"left\",p,L),this.markUsedOrientation(e,L,p))}if(b){for(var C=Me(y.icon),P=0;P<p.numIconVertices/4;P++)e.icon.opacityVertexArray.emplaceBack(C);e.icon.placedSymbolArray.get(f).hidden=y.icon.isHidden()}if(e.hasCollisionBoxData()||e.hasCollisionCircleData()){var O=e.collisionArrays[f];if(O){if(O.textBox){var z=new t.Point(0,0),I=!0;if(l){var D=this.variableOffsets[v];D?(z=ge(D.anchor,D.width,D.height,D.radialOffset,D.textBoxScale),c&&z._rotate(u?this.transform.angle:-this.transform.angle)):I=!1}me(e.collisionBox.collisionVertexArray,y.text.placed,!I,z.x,z.y)}O.iconBox&&me(e.collisionBox.collisionVertexArray,y.icon.placed,!1);var R=O.textCircles;if(R&&e.hasCollisionCircleData())for(var F=0;F<R.length;F+=5){var B=m||0===R[F+4];me(e.collisionCircle.collisionVertexArray,y.text.placed,B)}}}}e.sortFeatures(this.transform.angle),this.retainedQueryData[e.bucketInstanceId]&&(this.retainedQueryData[e.bucketInstanceId].featureSortOrder=e.featureSortOrder),e.hasTextData()&&e.text.opacityVertexBuffer&&e.text.opacityVertexBuffer.updateData(e.text.opacityVertexArray),e.hasIconData()&&e.icon.opacityVertexBuffer&&e.icon.opacityVertexBuffer.updateData(e.icon.opacityVertexArray),e.hasCollisionBoxData()&&e.collisionBox.collisionVertexBuffer&&e.collisionBox.collisionVertexBuffer.updateData(e.collisionBox.collisionVertexArray),e.hasCollisionCircleData()&&e.collisionCircle.collisionVertexBuffer&&e.collisionCircle.collisionVertexBuffer.updateData(e.collisionCircle.collisionVertexArray)},ve.prototype.symbolFadeChange=function(t){return 0===this.fadeDuration?1:(t-this.commitTime)/this.fadeDuration},ve.prototype.hasTransitions=function(t){return this.stale||t-this.lastPlacementChangeTime<this.fadeDuration},ve.prototype.stillRecent=function(t){return this.commitTime+this.fadeDuration>t},ve.prototype.setStale=function(){this.stale=!0};var ye=Math.pow(2,25),xe=Math.pow(2,24),be=Math.pow(2,17),_e=Math.pow(2,16),we=Math.pow(2,9),ke=Math.pow(2,8),Te=Math.pow(2,1);function Me(t){if(0===t.opacity&&!t.placed)return 0;if(1===t.opacity&&t.placed)return 4294967295;var e=t.placed?1:0,r=Math.floor(127*t.opacity);return r*ye+e*xe+r*be+e*_e+r*we+e*ke+r*Te+e}var Ae=function(){this._currentTileIndex=0,this._seenCrossTileIDs={}};Ae.prototype.continuePlacement=function(t,e,r,n,a){for(;this._currentTileIndex<t.length;){var i=t[this._currentTileIndex];if(e.placeLayerTile(n,i,r,this._seenCrossTileIDs),this._currentTileIndex++,a())return!0}};var Se=function(t,e,r,n,a,i,o){this.placement=new ve(t,a,i,o),this._currentPlacementIndex=e.length-1,this._forceFullPlacement=r,this._showCollisionBoxes=n,this._done=!1};Se.prototype.isDone=function(){return this._done},Se.prototype.continuePlacement=function(e,r,n){for(var a=this,i=t.browser.now(),o=function(){var e=t.browser.now()-i;return!a._forceFullPlacement&&e>2};this._currentPlacementIndex>=0;){var s=r[e[this._currentPlacementIndex]],l=this.placement.collisionIndex.transform.zoom;if(\"symbol\"===s.type&&(!s.minzoom||s.minzoom<=l)&&(!s.maxzoom||s.maxzoom>l)){if(this._inProgressLayer||(this._inProgressLayer=new Ae),this._inProgressLayer.continuePlacement(n[s.source],this.placement,this._showCollisionBoxes,s,o))return;delete this._inProgressLayer}this._currentPlacementIndex--}this._done=!0},Se.prototype.commit=function(t){return this.placement.commit(t),this.placement};var Ee=512/t.EXTENT/2,Le=function(t,e,r){this.tileID=t,this.indexedSymbolInstances={},this.bucketInstanceId=r;for(var n=0;n<e.length;n++){var a=e.get(n),i=a.key;this.indexedSymbolInstances[i]||(this.indexedSymbolInstances[i]=[]),this.indexedSymbolInstances[i].push({crossTileID:a.crossTileID,coord:this.getScaledCoordinates(a,t)})}};Le.prototype.getScaledCoordinates=function(e,r){var n=r.canonical.z-this.tileID.canonical.z,a=Ee/Math.pow(2,n);return{x:Math.floor((r.canonical.x*t.EXTENT+e.anchorX)*a),y:Math.floor((r.canonical.y*t.EXTENT+e.anchorY)*a)}},Le.prototype.findMatches=function(t,e,r){for(var n=this.tileID.canonical.z<e.canonical.z?1:Math.pow(2,this.tileID.canonical.z-e.canonical.z),a=0;a<t.length;a++){var i=t.get(a);if(!i.crossTileID){var o=this.indexedSymbolInstances[i.key];if(o)for(var s=this.getScaledCoordinates(i,e),l=0,c=o;l<c.length;l+=1){var u=c[l];if(Math.abs(u.coord.x-s.x)<=n&&Math.abs(u.coord.y-s.y)<=n&&!r[u.crossTileID]){r[u.crossTileID]=!0,i.crossTileID=u.crossTileID;break}}}}};var Ce=function(){this.maxCrossTileID=0};Ce.prototype.generate=function(){return++this.maxCrossTileID};var Pe=function(){this.indexes={},this.usedCrossTileIDs={},this.lng=0};Pe.prototype.handleWrapJump=function(t){var e=Math.round((t-this.lng)/360);if(0!==e)for(var r in this.indexes){var n=this.indexes[r],a={};for(var i in n){var o=n[i];o.tileID=o.tileID.unwrapTo(o.tileID.wrap+e),a[o.tileID.key]=o}this.indexes[r]=a}this.lng=t},Pe.prototype.addBucket=function(t,e,r){if(this.indexes[t.overscaledZ]&&this.indexes[t.overscaledZ][t.key]){if(this.indexes[t.overscaledZ][t.key].bucketInstanceId===e.bucketInstanceId)return!1;this.removeBucketCrossTileIDs(t.overscaledZ,this.indexes[t.overscaledZ][t.key])}for(var n=0;n<e.symbolInstances.length;n++)e.symbolInstances.get(n).crossTileID=0;this.usedCrossTileIDs[t.overscaledZ]||(this.usedCrossTileIDs[t.overscaledZ]={});var a=this.usedCrossTileIDs[t.overscaledZ];for(var i in this.indexes){var o=this.indexes[i];if(Number(i)>t.overscaledZ)for(var s in o){var l=o[s];l.tileID.isChildOf(t)&&l.findMatches(e.symbolInstances,t,a)}else{var c=o[t.scaledTo(Number(i)).key];c&&c.findMatches(e.symbolInstances,t,a)}}for(var u=0;u<e.symbolInstances.length;u++){var h=e.symbolInstances.get(u);h.crossTileID||(h.crossTileID=r.generate(),a[h.crossTileID]=!0)}return void 0===this.indexes[t.overscaledZ]&&(this.indexes[t.overscaledZ]={}),this.indexes[t.overscaledZ][t.key]=new Le(t,e.symbolInstances,e.bucketInstanceId),!0},Pe.prototype.removeBucketCrossTileIDs=function(t,e){for(var r in e.indexedSymbolInstances)for(var n=0,a=e.indexedSymbolInstances[r];n<a.length;n+=1){var i=a[n];delete this.usedCrossTileIDs[t][i.crossTileID]}},Pe.prototype.removeStaleBuckets=function(t){var e=!1;for(var r in this.indexes){var n=this.indexes[r];for(var a in n)t[n[a].bucketInstanceId]||(this.removeBucketCrossTileIDs(r,n[a]),delete n[a],e=!0)}return e};var Oe=function(){this.layerIndexes={},this.crossTileIDs=new Ce,this.maxBucketInstanceId=0,this.bucketsInCurrentPlacement={}};Oe.prototype.addLayer=function(t,e,r){var n=this.layerIndexes[t.id];void 0===n&&(n=this.layerIndexes[t.id]=new Pe);var a=!1,i={};n.handleWrapJump(r);for(var o=0,s=e;o<s.length;o+=1){var l=s[o],c=l.getBucket(t);c&&t.id===c.layerIds[0]&&(c.bucketInstanceId||(c.bucketInstanceId=++this.maxBucketInstanceId),n.addBucket(l.tileID,c,this.crossTileIDs)&&(a=!0),i[c.bucketInstanceId]=!0)}return n.removeStaleBuckets(i)&&(a=!0),a},Oe.prototype.pruneUnusedLayers=function(t){var e={};for(var r in t.forEach(function(t){e[t]=!0}),this.layerIndexes)e[r]||delete this.layerIndexes[r]};var ze=function(e,r){return t.emitValidationErrors(e,r&&r.filter(function(t){return\"source.canvas\"!==t.identifier}))},Ie=t.pick(Nt,[\"addLayer\",\"removeLayer\",\"setPaintProperty\",\"setLayoutProperty\",\"setFilter\",\"addSource\",\"removeSource\",\"setLayerZoomRange\",\"setLight\",\"setTransition\",\"setGeoJSONSourceData\"]),De=t.pick(Nt,[\"setCenter\",\"setZoom\",\"setBearing\",\"setPitch\"]),Re=function(e){function r(n,a){var i=this;void 0===a&&(a={}),e.call(this),this.map=n,this.dispatcher=new T((Dt||(Dt=new It),Dt),this),this.imageManager=new f,this.imageManager.setEventedParent(this),this.glyphManager=new x(n._requestManager,a.localIdeographFontFamily),this.lineAtlas=new k(256,512),this.crossTileSymbolIndex=new Oe,this._layers={},this._order=[],this.sourceCaches={},this.zoomHistory=new t.ZoomHistory,this._loaded=!1,this._resetUpdates(),this.dispatcher.broadcast(\"setReferrer\",t.getReferrer());var o=this;this._rtlTextPluginCallback=r.registerForPluginAvailability(function(t){for(var e in o.dispatcher.broadcast(\"loadRTLTextPlugin\",t.pluginURL,t.completionCallback),o.sourceCaches)o.sourceCaches[e].reload()}),this.on(\"data\",function(t){if(\"source\"===t.dataType&&\"metadata\"===t.sourceDataType){var e=i.sourceCaches[t.sourceId];if(e){var r=e.getSource();if(r&&r.vectorLayerIds)for(var n in i._layers){var a=i._layers[n];a.source===r.id&&i._validateLayer(a)}}}})}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadURL=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"}));var a=\"boolean\"==typeof r.validate?r.validate:!t.isMapboxURL(e);e=this.map._requestManager.normalizeStyleURL(e,r.accessToken);var i=this.map._requestManager.transformRequest(e,t.ResourceType.Style);this._request=t.getJSON(i,function(e,r){n._request=null,e?n.fire(new t.ErrorEvent(e)):r&&n._load(r,a)})},r.prototype.loadJSON=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._request=t.browser.frame(function(){n._request=null,n._load(e,!1!==r.validate)})},r.prototype._load=function(e,r){var n=this;if(!r||!ze(this,t.validateStyle(e))){for(var a in this._loaded=!0,this.stylesheet=e,e.sources)this.addSource(a,e.sources[a],{validate:!1});e.sprite?this._spriteRequest=function(e,r,n){var a,i,o,s=t.browser.devicePixelRatio>1?\"@2x\":\"\",l=t.getJSON(r.transformRequest(r.normalizeSpriteURL(e,s,\".json\"),t.ResourceType.SpriteJSON),function(t,e){l=null,o||(o=t,a=e,u())}),c=t.getImage(r.transformRequest(r.normalizeSpriteURL(e,s,\".png\"),t.ResourceType.SpriteImage),function(t,e){c=null,o||(o=t,i=e,u())});function u(){if(o)n(o);else if(a&&i){var e=t.browser.getImageData(i),r={};for(var s in a){var l=a[s],c=l.width,u=l.height,h=l.x,f=l.y,p=l.sdf,d=l.pixelRatio,g=new t.RGBAImage({width:c,height:u});t.RGBAImage.copy(e,g,{x:h,y:f},{x:0,y:0},{width:c,height:u}),r[s]={data:g,pixelRatio:d,sdf:p}}n(null,r)}}return{cancel:function(){l&&(l.cancel(),l=null),c&&(c.cancel(),c=null)}}}(e.sprite,this.map._requestManager,function(e,r){if(n._spriteRequest=null,e)n.fire(new t.ErrorEvent(e));else if(r)for(var a in r)n.imageManager.addImage(a,r[a]);n.imageManager.setLoaded(!0),n.fire(new t.Event(\"data\",{dataType:\"style\"}))}):this.imageManager.setLoaded(!0),this.glyphManager.setURL(e.glyphs);var i=Bt(this.stylesheet.layers);this._order=i.map(function(t){return t.id}),this._layers={};for(var o=0,s=i;o<s.length;o+=1){var l=s[o];(l=t.createStyleLayer(l)).setEventedParent(this,{layer:{id:l.id}}),this._layers[l.id]=l}this.dispatcher.broadcast(\"setLayers\",this._serializeLayers(this._order)),this.light=new w(this.stylesheet.light),this.fire(new t.Event(\"data\",{dataType:\"style\"})),this.fire(new t.Event(\"style.load\"))}},r.prototype._validateLayer=function(e){var r=this.sourceCaches[e.source];if(r){var n=e.sourceLayer;if(n){var a=r.getSource();(\"geojson\"===a.type||a.vectorLayerIds&&-1===a.vectorLayerIds.indexOf(n))&&this.fire(new t.ErrorEvent(new Error('Source layer \"'+n+'\" does not exist on source \"'+a.id+'\" as specified by style layer \"'+e.id+'\"')))}}},r.prototype.loaded=function(){if(!this._loaded)return!1;if(Object.keys(this._updatedSources).length)return!1;for(var t in this.sourceCaches)if(!this.sourceCaches[t].loaded())return!1;return!!this.imageManager.isLoaded()},r.prototype._serializeLayers=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var a=n[r],i=this._layers[a];\"custom\"!==i.type&&e.push(i.serialize())}return e},r.prototype.hasTransitions=function(){if(this.light&&this.light.hasTransition())return!0;for(var t in this.sourceCaches)if(this.sourceCaches[t].hasTransition())return!0;for(var e in this._layers)if(this._layers[e].hasTransition())return!0;return!1},r.prototype._checkLoaded=function(){if(!this._loaded)throw new Error(\"Style is not done loading\")},r.prototype.update=function(e){if(this._loaded){var r=this._changed;if(this._changed){var n=Object.keys(this._updatedLayers),a=Object.keys(this._removedLayers);for(var i in(n.length||a.length)&&this._updateWorkerLayers(n,a),this._updatedSources){var o=this._updatedSources[i];\"reload\"===o?this._reloadSource(i):\"clear\"===o&&this._clearSource(i)}for(var s in this._updatedPaintProps)this._layers[s].updateTransitions(e);this.light.updateTransitions(e),this._resetUpdates()}for(var l in this.sourceCaches)this.sourceCaches[l].used=!1;for(var c=0,u=this._order;c<u.length;c+=1){var h=u[c],f=this._layers[h];f.recalculate(e),!f.isHidden(e.zoom)&&f.source&&(this.sourceCaches[f.source].used=!0)}this.light.recalculate(e),this.z=e.zoom,r&&this.fire(new t.Event(\"data\",{dataType:\"style\"}))}},r.prototype._updateWorkerLayers=function(t,e){this.dispatcher.broadcast(\"updateLayers\",{layers:this._serializeLayers(t),removedIds:e})},r.prototype._resetUpdates=function(){this._changed=!1,this._updatedLayers={},this._removedLayers={},this._updatedSources={},this._updatedPaintProps={}},r.prototype.setState=function(e){var r=this;if(this._checkLoaded(),ze(this,t.validateStyle(e)))return!1;(e=t.clone$1(e)).layers=Bt(e.layers);var n=function(e,r){if(!e)return[{command:Nt.setStyle,args:[r]}];var n=[];try{if(!t.deepEqual(e.version,r.version))return[{command:Nt.setStyle,args:[r]}];t.deepEqual(e.center,r.center)||n.push({command:Nt.setCenter,args:[r.center]}),t.deepEqual(e.zoom,r.zoom)||n.push({command:Nt.setZoom,args:[r.zoom]}),t.deepEqual(e.bearing,r.bearing)||n.push({command:Nt.setBearing,args:[r.bearing]}),t.deepEqual(e.pitch,r.pitch)||n.push({command:Nt.setPitch,args:[r.pitch]}),t.deepEqual(e.sprite,r.sprite)||n.push({command:Nt.setSprite,args:[r.sprite]}),t.deepEqual(e.glyphs,r.glyphs)||n.push({command:Nt.setGlyphs,args:[r.glyphs]}),t.deepEqual(e.transition,r.transition)||n.push({command:Nt.setTransition,args:[r.transition]}),t.deepEqual(e.light,r.light)||n.push({command:Nt.setLight,args:[r.light]});var a={},i=[];!function(e,r,n,a){var i;for(i in r=r||{},e=e||{})e.hasOwnProperty(i)&&(r.hasOwnProperty(i)||Vt(i,n,a));for(i in r)r.hasOwnProperty(i)&&(e.hasOwnProperty(i)?t.deepEqual(e[i],r[i])||(\"geojson\"===e[i].type&&\"geojson\"===r[i].type&&qt(e,r,i)?n.push({command:Nt.setGeoJSONSourceData,args:[i,r[i].data]}):Ut(i,r,n,a)):jt(i,r,n))}(e.sources,r.sources,i,a);var o=[];e.layers&&e.layers.forEach(function(t){a[t.source]?n.push({command:Nt.removeLayer,args:[t.id]}):o.push(t)}),n=n.concat(i),function(e,r,n){r=r||[];var a,i,o,s,l,c,u,h=(e=e||[]).map(Gt),f=r.map(Gt),p=e.reduce(Yt,{}),d=r.reduce(Yt,{}),g=h.slice(),v=Object.create(null);for(a=0,i=0;a<h.length;a++)o=h[a],d.hasOwnProperty(o)?i++:(n.push({command:Nt.removeLayer,args:[o]}),g.splice(g.indexOf(o,i),1));for(a=0,i=0;a<f.length;a++)o=f[f.length-1-a],g[g.length-1-a]!==o&&(p.hasOwnProperty(o)?(n.push({command:Nt.removeLayer,args:[o]}),g.splice(g.lastIndexOf(o,g.length-i),1)):i++,c=g[g.length-a],n.push({command:Nt.addLayer,args:[d[o],c]}),g.splice(g.length-a,0,o),v[o]=!0);for(a=0;a<f.length;a++)if(s=p[o=f[a]],l=d[o],!v[o]&&!t.deepEqual(s,l))if(t.deepEqual(s.source,l.source)&&t.deepEqual(s[\"source-layer\"],l[\"source-layer\"])&&t.deepEqual(s.type,l.type)){for(u in Ht(s.layout,l.layout,n,o,null,Nt.setLayoutProperty),Ht(s.paint,l.paint,n,o,null,Nt.setPaintProperty),t.deepEqual(s.filter,l.filter)||n.push({command:Nt.setFilter,args:[o,l.filter]}),t.deepEqual(s.minzoom,l.minzoom)&&t.deepEqual(s.maxzoom,l.maxzoom)||n.push({command:Nt.setLayerZoomRange,args:[o,l.minzoom,l.maxzoom]}),s)s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Ht(s[u],l[u],n,o,u.slice(6),Nt.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Nt.setLayerProperty,args:[o,u,l[u]]}));for(u in l)l.hasOwnProperty(u)&&!s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Ht(s[u],l[u],n,o,u.slice(6),Nt.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Nt.setLayerProperty,args:[o,u,l[u]]}))}else n.push({command:Nt.removeLayer,args:[o]}),c=g[g.lastIndexOf(o)+1],n.push({command:Nt.addLayer,args:[l,c]})}(o,r.layers,n)}catch(t){console.warn(\"Unable to compute style diff:\",t),n=[{command:Nt.setStyle,args:[r]}]}return n}(this.serialize(),e).filter(function(t){return!(t.command in De)});if(0===n.length)return!1;var a=n.filter(function(t){return!(t.command in Ie)});if(a.length>0)throw new Error(\"Unimplemented: \"+a.map(function(t){return t.command}).join(\", \")+\".\");return n.forEach(function(t){\"setTransition\"!==t.command&&r[t.command].apply(r,t.args)}),this.stylesheet=e,!0},r.prototype.addImage=function(e,r){if(this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"An image with this name already exists.\")));this.imageManager.addImage(e,r),this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.updateImage=function(t,e){this.imageManager.updateImage(t,e)},r.prototype.getImage=function(t){return this.imageManager.getImage(t)},r.prototype.removeImage=function(e){if(!this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"No image with this name exists.\")));this.imageManager.removeImage(e),this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.listImages=function(){return this._checkLoaded(),this.imageManager.listImages()},r.prototype.addSource=function(e,r,n){var a=this;if(void 0===n&&(n={}),this._checkLoaded(),void 0!==this.sourceCaches[e])throw new Error(\"There is already a source with this ID\");if(!r.type)throw new Error(\"The type property must be defined, but the only the following properties were given: \"+Object.keys(r).join(\", \")+\".\");if(!([\"vector\",\"raster\",\"geojson\",\"video\",\"image\"].indexOf(r.type)>=0&&this._validate(t.validateStyle.source,\"sources.\"+e,r,null,n))){this.map&&this.map._collectResourceTiming&&(r.collectResourceTiming=!0);var i=this.sourceCaches[e]=new Ct(e,r,this.dispatcher);i.style=this,i.setEventedParent(this,function(){return{isSourceLoaded:a.loaded(),source:i.serialize(),sourceId:e}}),i.onAdd(this.map),this._changed=!0}},r.prototype.removeSource=function(e){if(this._checkLoaded(),void 0===this.sourceCaches[e])throw new Error(\"There is no source with this ID\");for(var r in this._layers)if(this._layers[r].source===e)return this.fire(new t.ErrorEvent(new Error('Source \"'+e+'\" cannot be removed while layer \"'+r+'\" is using it.')));var n=this.sourceCaches[e];delete this.sourceCaches[e],delete this._updatedSources[e],n.fire(new t.Event(\"data\",{sourceDataType:\"metadata\",dataType:\"source\",sourceId:e})),n.setEventedParent(null),n.clearTiles(),n.onRemove&&n.onRemove(this.map),this._changed=!0},r.prototype.setGeoJSONSourceData=function(t,e){this._checkLoaded(),this.sourceCaches[t].getSource().setData(e),this._changed=!0},r.prototype.getSource=function(t){return this.sourceCaches[t]&&this.sourceCaches[t].getSource()},r.prototype.addLayer=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var a=e.id;if(this.getLayer(a))this.fire(new t.ErrorEvent(new Error('Layer with id \"'+a+'\" already exists on this map')));else{var i;if(\"custom\"===e.type){if(ze(this,t.validateCustomStyleLayer(e)))return;i=t.createStyleLayer(e)}else{if(\"object\"==typeof e.source&&(this.addSource(a,e.source),e=t.clone$1(e),e=t.extend(e,{source:a})),this._validate(t.validateStyle.layer,\"layers.\"+a,e,{arrayIndex:-1},n))return;i=t.createStyleLayer(e),this._validateLayer(i),i.setEventedParent(this,{layer:{id:a}})}var o=r?this._order.indexOf(r):this._order.length;if(r&&-1===o)this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.')));else{if(this._order.splice(o,0,a),this._layerOrderChanged=!0,this._layers[a]=i,this._removedLayers[a]&&i.source&&\"custom\"!==i.type){var s=this._removedLayers[a];delete this._removedLayers[a],s.type!==i.type?this._updatedSources[i.source]=\"clear\":(this._updatedSources[i.source]=\"reload\",this.sourceCaches[i.source].pause())}this._updateLayer(i),i.onAdd&&i.onAdd(this.map)}}},r.prototype.moveLayer=function(e,r){if(this._checkLoaded(),this._changed=!0,this._layers[e]){if(e!==r){var n=this._order.indexOf(e);this._order.splice(n,1);var a=r?this._order.indexOf(r):this._order.length;r&&-1===a?this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.'))):(this._order.splice(a,0,e),this._layerOrderChanged=!0)}}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be moved.\")))},r.prototype.removeLayer=function(e){this._checkLoaded();var r=this._layers[e];if(r){r.setEventedParent(null);var n=this._order.indexOf(e);this._order.splice(n,1),this._layerOrderChanged=!0,this._changed=!0,this._removedLayers[e]=r,delete this._layers[e],delete this._updatedLayers[e],delete this._updatedPaintProps[e],r.onRemove&&r.onRemove(this.map)}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be removed.\")))},r.prototype.getLayer=function(t){return this._layers[t]},r.prototype.setLayerZoomRange=function(e,r,n){this._checkLoaded();var a=this.getLayer(e);a?a.minzoom===r&&a.maxzoom===n||(null!=r&&(a.minzoom=r),null!=n&&(a.maxzoom=n),this._updateLayer(a)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot have zoom extent.\")))},r.prototype.setFilter=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var a=this.getLayer(e);if(a){if(!t.deepEqual(a.filter,r))return null==r?(a.filter=void 0,void this._updateLayer(a)):void(this._validate(t.validateStyle.filter,\"layers.\"+a.id+\".filter\",r,null,n)||(a.filter=t.clone$1(r),this._updateLayer(a)))}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be filtered.\")))},r.prototype.getFilter=function(e){return t.clone$1(this.getLayer(e).filter)},r.prototype.setLayoutProperty=function(e,r,n,a){void 0===a&&(a={}),this._checkLoaded();var i=this.getLayer(e);i?t.deepEqual(i.getLayoutProperty(r),n)||(i.setLayoutProperty(r,n,a),this._updateLayer(i)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getLayoutProperty=function(e,r){var n=this.getLayer(e);if(n)return n.getLayoutProperty(r);this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style.\")))},r.prototype.setPaintProperty=function(e,r,n,a){void 0===a&&(a={}),this._checkLoaded();var i=this.getLayer(e);i?t.deepEqual(i.getPaintProperty(r),n)||(i.setPaintProperty(r,n,a)&&this._updateLayer(i),this._changed=!0,this._updatedPaintProps[e]=!0):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getPaintProperty=function(t,e){return this.getLayer(t).getPaintProperty(e)},r.prototype.setFeatureState=function(e,r){this._checkLoaded();var n=e.source,a=e.sourceLayer,i=this.sourceCaches[n],o=parseInt(e.id,10);if(void 0!==i){var s=i.getSource().type;\"geojson\"===s&&a?this.fire(new t.ErrorEvent(new Error(\"GeoJSON sources cannot have a sourceLayer parameter.\"))):\"vector\"!==s||a?isNaN(o)||o<0?this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided and non-negative.\"))):i.setFeatureState(a,o,r):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.removeFeatureState=function(e,r){this._checkLoaded();var n=e.source,a=this.sourceCaches[n];if(void 0!==a){var i=a.getSource().type,o=\"vector\"===i?e.sourceLayer:void 0,s=parseInt(e.id,10);\"vector\"!==i||o?void 0!==e.id&&isNaN(s)||s<0?this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be non-negative.\"))):r&&\"string\"!=typeof e.id&&\"number\"!=typeof e.id?this.fire(new t.ErrorEvent(new Error(\"A feature id is requred to remove its specific state property.\"))):a.removeFeatureState(o,s,r):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.getFeatureState=function(e){this._checkLoaded();var r=e.source,n=e.sourceLayer,a=this.sourceCaches[r],i=parseInt(e.id,10);if(void 0!==a)if(\"vector\"!==a.getSource().type||n){if(!(isNaN(i)||i<0))return a.getFeatureState(n,i);this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided and non-negative.\")))}else this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")));else this.fire(new t.ErrorEvent(new Error(\"The source '\"+r+\"' does not exist in the map's style.\")))},r.prototype.getTransition=function(){return t.extend({duration:300,delay:0},this.stylesheet&&this.stylesheet.transition)},r.prototype.serialize=function(){return t.filterObject({version:this.stylesheet.version,name:this.stylesheet.name,metadata:this.stylesheet.metadata,light:this.stylesheet.light,center:this.stylesheet.center,zoom:this.stylesheet.zoom,bearing:this.stylesheet.bearing,pitch:this.stylesheet.pitch,sprite:this.stylesheet.sprite,glyphs:this.stylesheet.glyphs,transition:this.stylesheet.transition,sources:t.mapObject(this.sourceCaches,function(t){return t.serialize()}),layers:this._serializeLayers(this._order)},function(t){return void 0!==t})},r.prototype._updateLayer=function(t){this._updatedLayers[t.id]=!0,t.source&&!this._updatedSources[t.source]&&(this._updatedSources[t.source]=\"reload\",this.sourceCaches[t.source].pause()),this._changed=!0},r.prototype._flattenAndSortRenderedFeatures=function(t){for(var e=this,r=function(t){return\"fill-extrusion\"===e._layers[t].type},n={},a=[],i=this._order.length-1;i>=0;i--){var o=this._order[i];if(r(o)){n[o]=i;for(var s=0,l=t;s<l.length;s+=1){var c=l[s][o];if(c)for(var u=0,h=c;u<h.length;u+=1){var f=h[u];a.push(f)}}}}a.sort(function(t,e){return e.intersectionZ-t.intersectionZ});for(var p=[],d=this._order.length-1;d>=0;d--){var g=this._order[d];if(r(g))for(var v=a.length-1;v>=0;v--){var m=a[v].feature;if(n[m.layer.id]<d)break;p.push(m),a.pop()}else for(var y=0,x=t;y<x.length;y+=1){var b=x[y][g];if(b)for(var _=0,w=b;_<w.length;_+=1){var k=w[_];p.push(k.feature)}}}return p},r.prototype.queryRenderedFeatures=function(e,r,n){r&&r.filter&&this._validate(t.validateStyle.filter,\"queryRenderedFeatures.filter\",r.filter,null,r);var a={};if(r&&r.layers){if(!Array.isArray(r.layers))return this.fire(new t.ErrorEvent(new Error(\"parameters.layers must be an Array.\"))),[];for(var i=0,o=r.layers;i<o.length;i+=1){var s=o[i],l=this._layers[s];if(!l)return this.fire(new t.ErrorEvent(new Error(\"The layer '\"+s+\"' does not exist in the map's style and cannot be queried for features.\"))),[];a[l.source]=!0}}var c=[];for(var u in this.sourceCaches)r.layers&&!a[u]||c.push(F(this.sourceCaches[u],this._layers,e,r,n));return this.placement&&c.push(function(t,e,r,n,a,i){for(var o={},s=a.queryRenderedSymbols(r),l=[],c=0,u=Object.keys(s).map(Number);c<u.length;c+=1){var h=u[c];l.push(i[h])}l.sort(B);for(var f=function(){var e=d[p],r=e.featureIndex.lookupSymbolFeatures(s[e.bucketInstanceId],e.bucketIndex,e.sourceLayerIndex,n.filter,n.layers,t);for(var a in r){var i=o[a]=o[a]||[],l=r[a];l.sort(function(t,r){var n=e.featureSortOrder;if(n){var a=n.indexOf(t.featureIndex);return n.indexOf(r.featureIndex)-a}return r.featureIndex-t.featureIndex});for(var c=0,u=l;c<u.length;c+=1){var h=u[c];i.push(h)}}},p=0,d=l;p<d.length;p+=1)f();var g=function(r){o[r].forEach(function(n){var a=n.feature,i=t[r],o=e[i.source].getFeatureState(a.layer[\"source-layer\"],a.id);a.source=a.layer.source,a.layer[\"source-layer\"]&&(a.sourceLayer=a.layer[\"source-layer\"]),a.state=o})};for(var v in o)g(v);return o}(this._layers,this.sourceCaches,e,r,this.placement.collisionIndex,this.placement.retainedQueryData)),this._flattenAndSortRenderedFeatures(c)},r.prototype.querySourceFeatures=function(e,r){r&&r.filter&&this._validate(t.validateStyle.filter,\"querySourceFeatures.filter\",r.filter,null,r);var n=this.sourceCaches[e];return n?function(t,e){for(var r=t.getRenderableIds().map(function(e){return t.getTileByID(e)}),n=[],a={},i=0;i<r.length;i++){var o=r[i],s=o.tileID.canonical.key;a[s]||(a[s]=!0,o.querySourceFeatures(n,e))}return n}(n,r):[]},r.prototype.addSourceType=function(t,e,n){return r.getSourceType(t)?n(new Error('A source type called \"'+t+'\" already exists.')):(r.setSourceType(t,e),e.workerSourceURL?void this.dispatcher.broadcast(\"loadWorkerSource\",{name:t,url:e.workerSourceURL},n):n(null,null))},r.prototype.getLight=function(){return this.light.getLight()},r.prototype.setLight=function(e,r){void 0===r&&(r={}),this._checkLoaded();var n=this.light.getLight(),a=!1;for(var i in e)if(!t.deepEqual(e[i],n[i])){a=!0;break}if(a){var o={now:t.browser.now(),transition:t.extend({duration:300,delay:0},this.stylesheet.transition)};this.light.setLight(e,r),this.light.updateTransitions(o)}},r.prototype._validate=function(e,r,n,a,i){return void 0===i&&(i={}),(!i||!1!==i.validate)&&ze(this,e.call(t.validateStyle,t.extend({key:r,style:this.serialize(),value:n,styleSpec:t.styleSpec},a)))},r.prototype._remove=function(){for(var e in this._request&&(this._request.cancel(),this._request=null),this._spriteRequest&&(this._spriteRequest.cancel(),this._spriteRequest=null),t.evented.off(\"pluginAvailable\",this._rtlTextPluginCallback),this.sourceCaches)this.sourceCaches[e].clearTiles();this.dispatcher.remove()},r.prototype._clearSource=function(t){this.sourceCaches[t].clearTiles()},r.prototype._reloadSource=function(t){this.sourceCaches[t].resume(),this.sourceCaches[t].reload()},r.prototype._updateSources=function(t){for(var e in this.sourceCaches)this.sourceCaches[e].update(t)},r.prototype._generateCollisionBoxes=function(){for(var t in this.sourceCaches)this._reloadSource(t)},r.prototype._updatePlacement=function(e,r,n,a){for(var i=!1,o=!1,s={},l=0,c=this._order;l<c.length;l+=1){var u=c[l],h=this._layers[u];if(\"symbol\"===h.type){if(!s[h.source]){var f=this.sourceCaches[h.source];s[h.source]=f.getRenderableIds(!0).map(function(t){return f.getTileByID(t)}).sort(function(t,e){return e.tileID.overscaledZ-t.tileID.overscaledZ||(t.tileID.isLessThan(e.tileID)?-1:1)})}var p=this.crossTileSymbolIndex.addLayer(h,s[h.source],e.center.lng);i=i||p}}this.crossTileSymbolIndex.pruneUnusedLayers(this._order);var d=this._layerOrderChanged||0===n;if((d||!this.pauseablePlacement||this.pauseablePlacement.isDone()&&!this.placement.stillRecent(t.browser.now()))&&(this.pauseablePlacement=new Se(e,this._order,d,r,n,a,this.placement),this._layerOrderChanged=!1),this.pauseablePlacement.isDone()?this.placement.setStale():(this.pauseablePlacement.continuePlacement(this._order,this._layers,s),this.pauseablePlacement.isDone()&&(this.placement=this.pauseablePlacement.commit(t.browser.now()),o=!0),i&&this.pauseablePlacement.placement.setStale()),o||i)for(var g=0,v=this._order;g<v.length;g+=1){var m=v[g],y=this._layers[m];\"symbol\"===y.type&&this.placement.updateLayerOpacities(y,s[y.source])}return!this.pauseablePlacement.isDone()||this.placement.hasTransitions(t.browser.now())},r.prototype._releaseSymbolFadeTiles=function(){for(var t in this.sourceCaches)this.sourceCaches[t].releaseSymbolFadeTiles()},r.prototype.getImages=function(t,e,r){this.imageManager.getImages(e.icons,r)},r.prototype.getGlyphs=function(t,e,r){this.glyphManager.getGlyphs(e.stacks,r)},r.prototype.getResource=function(e,r,n){return t.makeRequest(r,n)},r}(t.Evented);Re.getSourceType=function(t){return I[t]},Re.setSourceType=function(t,e){I[t]=e},Re.registerForPluginAvailability=t.registerForPluginAvailability;var Fe=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2}]),Be=cr(\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\",\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\\nvec2 unpack_float(const float packedValue) {int packedIntValue=int(packedValue);int v0=packedIntValue/256;return vec2(v0,packedIntValue-v0*256);}vec2 unpack_opacity(const float packedOpacity) {int intOpacity=int(packedOpacity)/2;return vec2(float(intOpacity)/127.0,mod(packedOpacity,2.0));}vec4 decode_color(const vec2 encodedColor) {return vec4(unpack_float(encodedColor[0])/255.0,unpack_float(encodedColor[1])/255.0\\n);}float unpack_mix_vec2(const vec2 packedValue,const float t) {return mix(packedValue[0],packedValue[1],t);}vec4 unpack_mix_color(const vec4 packedColors,const float t) {vec4 minColor=decode_color(vec2(packedColors[0],packedColors[1]));vec4 maxColor=decode_color(vec2(packedColors[2],packedColors[3]));return mix(minColor,maxColor,t);}vec2 get_pattern_pos(const vec2 pixel_coord_upper,const vec2 pixel_coord_lower,const vec2 pattern_size,const float tile_units_to_pixels,const vec2 pos) {vec2 offset=mod(mod(mod(pixel_coord_upper,pattern_size)*256.0,pattern_size)*256.0+pixel_coord_lower,pattern_size);return (tile_units_to_pixels*pos+offset)/pattern_size;}\"),Ne=cr(\"uniform vec4 u_color;uniform float u_opacity;void main() {gl_FragColor=u_color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),je=cr(\"uniform vec2 u_pattern_tl_a;uniform vec2 u_pattern_br_a;uniform vec2 u_pattern_tl_b;uniform vec2 u_pattern_br_b;uniform vec2 u_texsize;uniform float u_mix;uniform float u_opacity;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(u_pattern_tl_a/u_texsize,u_pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(u_pattern_tl_b/u_texsize,u_pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_mix)*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pattern_size_a;uniform vec2 u_pattern_size_b;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_scale_a;uniform float u_scale_b;uniform float u_tile_units_to_pixels;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_a*u_pattern_size_a,u_tile_units_to_pixels,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_b*u_pattern_size_b,u_tile_units_to_pixels,a_pos);}\"),Ve=cr(\"varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=v_data.xy;float extrude_length=length(extrude);lowp float antialiasblur=v_data.z;float antialiased_blur=-max(blur,antialiasblur);float opacity_t=smoothstep(0.0,antialiased_blur,extrude_length-1.0);float color_t=stroke_width < 0.01 ? 0.0 : smoothstep(antialiased_blur,0.0,extrude_length-radius/(radius+stroke_width));gl_FragColor=opacity_t*mix(color*opacity,stroke_color*stroke_opacity,color_t);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform bool u_scale_with_map;uniform bool u_pitch_with_map;uniform vec2 u_extrude_scale;uniform lowp float u_device_pixel_ratio;uniform highp float u_camera_to_center_distance;attribute vec2 a_pos;varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main(void) {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=vec2(mod(a_pos,2.0)*2.0-1.0);vec2 circle_center=floor(a_pos*0.5);if (u_pitch_with_map) {vec2 corner_position=circle_center;if (u_scale_with_map) {corner_position+=extrude*(radius+stroke_width)*u_extrude_scale;} else {vec4 projected_center=u_matrix*vec4(circle_center,0,1);corner_position+=extrude*(radius+stroke_width)*u_extrude_scale*(projected_center.w/u_camera_to_center_distance);}gl_Position=u_matrix*vec4(corner_position,0,1);} else {gl_Position=u_matrix*vec4(circle_center,0,1);if (u_scale_with_map) {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*u_camera_to_center_distance;} else {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*gl_Position.w;}}lowp float antialiasblur=1.0/u_device_pixel_ratio/(radius+stroke_width);v_data=vec3(extrude.x,extrude.y,antialiasblur);}\"),Ue=cr(\"void main() {gl_FragColor=vec4(1.0);}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),qe=cr(\"uniform highp float u_intensity;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main() {\\n#pragma mapbox: initialize highp float weight\\nfloat d=-0.5*3.0*3.0*dot(v_extrude,v_extrude);float val=weight*u_intensity*GAUSS_COEF*exp(d);gl_FragColor=vec4(val,1.0,1.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform float u_extrude_scale;uniform float u_opacity;uniform float u_intensity;attribute vec2 a_pos;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#pragma mapbox: define mediump float radius\\nconst highp float ZERO=1.0/255.0/16.0;\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main(void) {\\n#pragma mapbox: initialize highp float weight\\n#pragma mapbox: initialize mediump float radius\\nvec2 unscaled_extrude=vec2(mod(a_pos,2.0)*2.0-1.0);float S=sqrt(-2.0*log(ZERO/weight/u_intensity/GAUSS_COEF))/3.0;v_extrude=S*unscaled_extrude;vec2 extrude=v_extrude*radius*u_extrude_scale;vec4 pos=vec4(floor(a_pos*0.5)+extrude,0,1);gl_Position=u_matrix*pos;}\"),He=cr(\"uniform sampler2D u_image;uniform sampler2D u_color_ramp;uniform float u_opacity;varying vec2 v_pos;void main() {float t=texture2D(u_image,v_pos).r;vec4 color=texture2D(u_color_ramp,vec2(t,0.5));gl_FragColor=color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(0.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;attribute vec2 a_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos*u_world,0,1);v_pos.x=a_pos.x;v_pos.y=1.0-a_pos.y;}\"),Ge=cr(\"varying float v_placed;varying float v_notUsed;void main() {float alpha=0.5;gl_FragColor=vec4(1.0,0.0,0.0,1.0)*alpha;if (v_placed > 0.5) {gl_FragColor=vec4(0.0,0.0,1.0,0.5)*alpha;}if (v_notUsed > 0.5) {gl_FragColor*=.1;}}\",\"attribute vec2 a_pos;attribute vec2 a_anchor_pos;attribute vec2 a_extrude;attribute vec2 a_placed;attribute vec2 a_shift;uniform mat4 u_matrix;uniform vec2 u_extrude_scale;uniform float u_camera_to_center_distance;varying float v_placed;varying float v_notUsed;void main() {vec4 projectedPoint=u_matrix*vec4(a_anchor_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);gl_Position=u_matrix*vec4(a_pos,0.0,1.0);gl_Position.xy+=(a_extrude+a_shift)*u_extrude_scale*gl_Position.w*collision_perspective_ratio;v_placed=a_placed.x;v_notUsed=a_placed.y;}\"),Ye=cr(\"uniform float u_overscale_factor;varying float v_placed;varying float v_notUsed;varying float v_radius;varying vec2 v_extrude;varying vec2 v_extrude_scale;void main() {float alpha=0.5;vec4 color=vec4(1.0,0.0,0.0,1.0)*alpha;if (v_placed > 0.5) {color=vec4(0.0,0.0,1.0,0.5)*alpha;}if (v_notUsed > 0.5) {color*=.2;}float extrude_scale_length=length(v_extrude_scale);float extrude_length=length(v_extrude)*extrude_scale_length;float stroke_width=15.0*extrude_scale_length/u_overscale_factor;float radius=v_radius*extrude_scale_length;float distance_to_edge=abs(extrude_length-radius);float opacity_t=smoothstep(-stroke_width,0.0,-distance_to_edge);gl_FragColor=opacity_t*color;}\",\"attribute vec2 a_pos;attribute vec2 a_anchor_pos;attribute vec2 a_extrude;attribute vec2 a_placed;uniform mat4 u_matrix;uniform vec2 u_extrude_scale;uniform float u_camera_to_center_distance;varying float v_placed;varying float v_notUsed;varying float v_radius;varying vec2 v_extrude;varying vec2 v_extrude_scale;void main() {vec4 projectedPoint=u_matrix*vec4(a_anchor_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);gl_Position=u_matrix*vec4(a_pos,0.0,1.0);highp float padding_factor=1.2;gl_Position.xy+=a_extrude*u_extrude_scale*padding_factor*gl_Position.w*collision_perspective_ratio;v_placed=a_placed.x;v_notUsed=a_placed.y;v_radius=abs(a_extrude.y);v_extrude=a_extrude*padding_factor;v_extrude_scale=u_extrude_scale*u_camera_to_center_distance*collision_perspective_ratio;}\"),We=cr(\"uniform highp vec4 u_color;void main() {gl_FragColor=u_color;}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),Xe=cr(\"#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_FragColor=color*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);}\"),Ze=cr(\"varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=outline_color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;uniform vec2 u_world;varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),Je=cr(\"uniform vec2 u_texsize;uniform sampler2D u_image;uniform float u_fade;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);float dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=mix(color1,color2,u_fade)*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec4 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float pixelRatio=u_scale.x;float tileRatio=u_scale.y;float fromScale=u_scale.z;float toScale=u_scale.w;gl_Position=u_matrix*vec4(a_pos,0,1);vec2 display_size_a=vec2((pattern_br_a.x-pattern_tl_a.x)/pixelRatio,(pattern_br_a.y-pattern_tl_a.y)/pixelRatio);vec2 display_size_b=vec2((pattern_br_b.x-pattern_tl_b.x)/pixelRatio,(pattern_br_b.y-pattern_tl_b.y)/pixelRatio);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,a_pos);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),Ke=cr(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_fade)*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec4 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float pixelRatio=u_scale.x;float tileZoomRatio=u_scale.y;float fromScale=u_scale.z;float toScale=u_scale.w;vec2 display_size_a=vec2((pattern_br_a.x-pattern_tl_a.x)/pixelRatio,(pattern_br_a.y-pattern_tl_a.y)/pixelRatio);vec2 display_size_b=vec2((pattern_br_b.x-pattern_tl_b.x)/pixelRatio,(pattern_br_b.y-pattern_tl_b.y)/pixelRatio);gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileZoomRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileZoomRatio,a_pos);}\"),Qe=cr(\"varying vec4 v_color;void main() {gl_FragColor=v_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;uniform float u_vertical_gradient;uniform lowp float u_opacity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec4 v_color;\\n#pragma mapbox: define highp float base\\n#pragma mapbox: define highp float height\\n#pragma mapbox: define highp vec4 color\\nvoid main() {\\n#pragma mapbox: initialize highp float base\\n#pragma mapbox: initialize highp float height\\n#pragma mapbox: initialize highp vec4 color\\nvec3 normal=a_normal_ed.xyz;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);gl_Position=u_matrix*vec4(a_pos,t > 0.0 ? height : base,1);float colorvalue=color.r*0.2126+color.g*0.7152+color.b*0.0722;v_color=vec4(0.0,0.0,0.0,1.0);vec4 ambientlight=vec4(0.03,0.03,0.03,1.0);color+=ambientlight;float directional=clamp(dot(normal/16384.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((1.0-colorvalue+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_color.r+=clamp(color.r*directional*u_lightcolor.r,mix(0.0,0.3,1.0-u_lightcolor.r),1.0);v_color.g+=clamp(color.g*directional*u_lightcolor.g,mix(0.0,0.3,1.0-u_lightcolor.g),1.0);v_color.b+=clamp(color.b*directional*u_lightcolor.b,mix(0.0,0.3,1.0-u_lightcolor.b),1.0);v_color*=u_opacity;}\"),$e=cr(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);vec4 mixedColor=mix(color1,color2,u_fade);gl_FragColor=mixedColor*v_lighting;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_height_factor;uniform vec4 u_scale;uniform float u_vertical_gradient;uniform lowp float u_opacity;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float pixelRatio=u_scale.x;float tileRatio=u_scale.y;float fromScale=u_scale.z;float toScale=u_scale.w;vec3 normal=a_normal_ed.xyz;float edgedistance=a_normal_ed.w;vec2 display_size_a=vec2((pattern_br_a.x-pattern_tl_a.x)/pixelRatio,(pattern_br_a.y-pattern_tl_a.y)/pixelRatio);vec2 display_size_b=vec2((pattern_br_b.x-pattern_tl_b.x)/pixelRatio,(pattern_br_b.y-pattern_tl_b.y)/pixelRatio);base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);float z=t > 0.0 ? height : base;gl_Position=u_matrix*vec4(a_pos,z,1);vec2 pos=normal.x==1.0 && normal.y==0.0 && normal.z==16384.0\\n? a_pos\\n: vec2(edgedistance,z*u_height_factor);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,pos);v_lighting=vec4(0.0,0.0,0.0,1.0);float directional=clamp(dot(normal/16383.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((0.5+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_lighting.rgb+=clamp(directional*u_lightcolor,mix(vec3(0.0),vec3(0.3),1.0-u_lightcolor),vec3(1.0));v_lighting*=u_opacity;}\"),tr=cr(\"#ifdef GL_ES\\nprecision highp float;\\n#endif\\nuniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_dimension;uniform float u_zoom;uniform float u_maxzoom;float getElevation(vec2 coord,float bias) {vec4 data=texture2D(u_image,coord)*255.0;return (data.r+data.g*256.0+data.b*256.0*256.0)/4.0;}void main() {vec2 epsilon=1.0/u_dimension;float a=getElevation(v_pos+vec2(-epsilon.x,-epsilon.y),0.0);float b=getElevation(v_pos+vec2(0,-epsilon.y),0.0);float c=getElevation(v_pos+vec2(epsilon.x,-epsilon.y),0.0);float d=getElevation(v_pos+vec2(-epsilon.x,0),0.0);float e=getElevation(v_pos,0.0);float f=getElevation(v_pos+vec2(epsilon.x,0),0.0);float g=getElevation(v_pos+vec2(-epsilon.x,epsilon.y),0.0);float h=getElevation(v_pos+vec2(0,epsilon.y),0.0);float i=getElevation(v_pos+vec2(epsilon.x,epsilon.y),0.0);float exaggeration=u_zoom < 2.0 ? 0.4 : u_zoom < 4.5 ? 0.35 : 0.3;vec2 deriv=vec2((c+f+f+i)-(a+d+d+g),(g+h+h+i)-(a+b+b+c))/ pow(2.0,(u_zoom-u_maxzoom)*exaggeration+19.2562-u_zoom);gl_FragColor=clamp(vec4(deriv.x/2.0+0.5,deriv.y/2.0+0.5,1.0,1.0),0.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_dimension;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);highp vec2 epsilon=1.0/u_dimension;float scale=(u_dimension.x-2.0)/u_dimension.x;v_pos=(a_texture_pos/8192.0)*scale+epsilon;}\"),er=cr(\"uniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_latrange;uniform vec2 u_light;uniform vec4 u_shadow;uniform vec4 u_highlight;uniform vec4 u_accent;\\n#define PI 3.141592653589793\\nvoid main() {vec4 pixel=texture2D(u_image,v_pos);vec2 deriv=((pixel.rg*2.0)-1.0);float scaleFactor=cos(radians((u_latrange[0]-u_latrange[1])*(1.0-v_pos.y)+u_latrange[1]));float slope=atan(1.25*length(deriv)/scaleFactor);float aspect=deriv.x !=0.0 ? atan(deriv.y,-deriv.x) : PI/2.0*(deriv.y > 0.0 ? 1.0 :-1.0);float intensity=u_light.x;float azimuth=u_light.y+PI;float base=1.875-intensity*1.75;float maxValue=0.5*PI;float scaledSlope=intensity !=0.5 ? ((pow(base,slope)-1.0)/(pow(base,maxValue)-1.0))*maxValue : slope;float accent=cos(scaledSlope);vec4 accent_color=(1.0-accent)*u_accent*clamp(intensity*2.0,0.0,1.0);float shade=abs(mod((aspect+azimuth)/PI+0.5,2.0)-1.0);vec4 shade_color=mix(u_shadow,u_highlight,shade)*sin(scaledSlope)*clamp(intensity*2.0,0.0,1.0);gl_FragColor=accent_color*(1.0-shade_color.a)+shade_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos=a_texture_pos/8192.0;}\"),rr=cr(\"uniform lowp float u_device_pixel_ratio;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform vec2 u_units_to_pixels;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_linesofar;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),nr=cr(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);vec4 color=texture2D(u_image,vec2(v_lineprogress,0.5));gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define MAX_LINE_DISTANCE 32767.0\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_lineprogress=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0/MAX_LINE_DISTANCE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),ar=cr(\"uniform lowp float u_device_pixel_ratio;uniform vec2 u_texsize;uniform float u_fade;uniform mediump vec4 u_scale;uniform sampler2D u_image;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float pixelRatio=u_scale.x;float tileZoomRatio=u_scale.y;float fromScale=u_scale.z;float toScale=u_scale.w;vec2 display_size_a=vec2((pattern_br_a.x-pattern_tl_a.x)/pixelRatio,(pattern_br_a.y-pattern_tl_a.y)/pixelRatio);vec2 display_size_b=vec2((pattern_br_b.x-pattern_tl_b.x)/pixelRatio,(pattern_br_b.y-pattern_tl_b.y)/pixelRatio);vec2 pattern_size_a=vec2(display_size_a.x*fromScale/tileZoomRatio,display_size_a.y);vec2 pattern_size_b=vec2(display_size_b.x*toScale/tileZoomRatio,display_size_b.y);float dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float x_a=mod(v_linesofar/pattern_size_a.x,1.0);float x_b=mod(v_linesofar/pattern_size_b.x,1.0);float y_a=0.5+(v_normal.y*clamp(v_width2.s,0.0,(pattern_size_a.y+2.0)/2.0)/pattern_size_a.y);float y_b=0.5+(v_normal.y*clamp(v_width2.s,0.0,(pattern_size_b.y+2.0)/2.0)/pattern_size_b.y);vec2 pos_a=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,vec2(x_a,y_a));vec2 pos_b=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,vec2(x_b,y_b));vec4 color=mix(texture2D(u_image,pos_a),texture2D(u_image,pos_b),u_fade);gl_FragColor=color*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform vec2 u_units_to_pixels;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_linesofar=a_linesofar;v_width2=vec2(outset,inset);}\"),ir=cr(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;uniform float u_sdfgamma;uniform float u_mix;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float sdfdist_a=texture2D(u_image,v_tex_a).a;float sdfdist_b=texture2D(u_image,v_tex_b).a;float sdfdist=mix(sdfdist_a,sdfdist_b,u_mix);alpha*=smoothstep(0.5-u_sdfgamma/floorwidth,0.5+u_sdfgamma/floorwidth,sdfdist);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_patternscale_a;uniform float u_tex_y_a;uniform vec2 u_patternscale_b;uniform float u_tex_y_b;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_tex_a=vec2(a_linesofar*u_patternscale_a.x/floorwidth,normal.y*u_patternscale_a.y+u_tex_y_a);v_tex_b=vec2(a_linesofar*u_patternscale_b.x/floorwidth,normal.y*u_patternscale_b.y+u_tex_y_b);v_width2=vec2(outset,inset);}\"),or=cr(\"uniform float u_fade_t;uniform float u_opacity;uniform sampler2D u_image0;uniform sampler2D u_image1;varying vec2 v_pos0;varying vec2 v_pos1;uniform float u_brightness_low;uniform float u_brightness_high;uniform float u_saturation_factor;uniform float u_contrast_factor;uniform vec3 u_spin_weights;void main() {vec4 color0=texture2D(u_image0,v_pos0);vec4 color1=texture2D(u_image1,v_pos1);if (color0.a > 0.0) {color0.rgb=color0.rgb/color0.a;}if (color1.a > 0.0) {color1.rgb=color1.rgb/color1.a;}vec4 color=mix(color0,color1,u_fade_t);color.a*=u_opacity;vec3 rgb=color.rgb;rgb=vec3(dot(rgb,u_spin_weights.xyz),dot(rgb,u_spin_weights.zxy),dot(rgb,u_spin_weights.yzx));float average=(color.r+color.g+color.b)/3.0;rgb+=(average-rgb)*u_saturation_factor;rgb=(rgb-0.5)*u_contrast_factor+0.5;vec3 u_high_vec=vec3(u_brightness_low,u_brightness_low,u_brightness_low);vec3 u_low_vec=vec3(u_brightness_high,u_brightness_high,u_brightness_high);gl_FragColor=vec4(mix(u_high_vec,u_low_vec,rgb)*color.a,color.a);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_tl_parent;uniform float u_scale_parent;uniform float u_buffer_scale;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos0;varying vec2 v_pos1;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos0=(((a_texture_pos/8192.0)-0.5)/u_buffer_scale )+0.5;v_pos1=(v_pos0*u_scale_parent)+u_tl_parent;}\"),sr=cr(\"uniform sampler2D u_texture;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nlowp float alpha=opacity*v_fade_opacity;gl_FragColor=texture2D(u_texture,v_tex)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform highp float u_camera_to_center_distance;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform float u_fade_change;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform vec2 u_texsize;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size[0],a_size[1],u_size_t)/256.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size[0]/256.0;} else if (!u_is_size_zoom_constant && u_is_size_feature_constant) {size=u_size;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale),0.0,1.0);v_tex=a_tex/u_texsize;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;v_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));}\"),lr=cr(\"#define SDF_PX 8.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;uniform bool u_is_text;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat EDGE_GAMMA=0.105/u_device_pixel_ratio;vec2 tex=v_data0.xy;float gamma_scale=v_data1.x;float size=v_data1.y;float fade_opacity=v_data1[2];float fontScale=u_is_text ? size/24.0 : size;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size[0],a_size[1],u_size_t)/256.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size[0]/256.0;} else if (!u_is_size_zoom_constant && u_is_size_feature_constant) {size=u_size;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale),0.0,1.0);float gamma_scale=gl_Position.w;vec2 tex=a_tex/u_texsize;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0=vec2(tex.x,tex.y);v_data1=vec3(gamma_scale,size,interpolated_fade_opacity);}\");function cr(t,e){var r=/#pragma mapbox: ([\\w]+) ([\\w]+) ([\\w]+) ([\\w]+)/g,n={};return{fragmentSource:t=t.replace(r,function(t,e,r,a,i){return n[i]=!0,\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\nvarying \"+r+\" \"+a+\" \"+i+\";\\n#else\\nuniform \"+r+\" \"+a+\" u_\"+i+\";\\n#endif\\n\":\"\\n#ifdef HAS_UNIFORM_u_\"+i+\"\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\"}),vertexSource:e=e.replace(r,function(t,e,r,a,i){var o=\"float\"===a?\"vec2\":\"vec4\",s=i.match(/color/)?\"color\":o;return n[i]?\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\nuniform lowp float u_\"+i+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+i+\";\\nvarying \"+r+\" \"+a+\" \"+i+\";\\n#else\\nuniform \"+r+\" \"+a+\" u_\"+i+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+i+\" = a_\"+i+\";\\n#else\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+i+\" = unpack_mix_\"+s+\"(a_\"+i+\", u_\"+i+\"_t);\\n#else\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\":\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\nuniform lowp float u_\"+i+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+i+\";\\n#else\\nuniform \"+r+\" \"+a+\" u_\"+i+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+r+\" \"+a+\" \"+i+\" = a_\"+i+\";\\n#else\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+r+\" \"+a+\" \"+i+\" = unpack_mix_\"+s+\"(a_\"+i+\", u_\"+i+\"_t);\\n#else\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\"})}}var ur=Object.freeze({prelude:Be,background:Ne,backgroundPattern:je,circle:Ve,clippingMask:Ue,heatmap:qe,heatmapTexture:He,collisionBox:Ge,collisionCircle:Ye,debug:We,fill:Xe,fillOutline:Ze,fillOutlinePattern:Je,fillPattern:Ke,fillExtrusion:Qe,fillExtrusionPattern:$e,hillshadePrepare:tr,hillshade:er,line:rr,lineGradient:nr,linePattern:ar,lineSDF:ir,raster:or,symbolIcon:sr,symbolSDF:lr}),hr=function(){this.boundProgram=null,this.boundLayoutVertexBuffer=null,this.boundPaintVertexBuffers=[],this.boundIndexBuffer=null,this.boundVertexOffset=null,this.boundDynamicVertexBuffer=null,this.vao=null};hr.prototype.bind=function(t,e,r,n,a,i,o,s){this.context=t;for(var l=this.boundPaintVertexBuffers.length!==n.length,c=0;!l&&c<n.length;c++)this.boundPaintVertexBuffers[c]!==n[c]&&(l=!0);var u=!this.vao||this.boundProgram!==e||this.boundLayoutVertexBuffer!==r||l||this.boundIndexBuffer!==a||this.boundVertexOffset!==i||this.boundDynamicVertexBuffer!==o||this.boundDynamicVertexBuffer2!==s;!t.extVertexArrayObject||u?this.freshBind(e,r,n,a,i,o,s):(t.bindVertexArrayOES.set(this.vao),o&&o.bind(),a&&a.dynamicDraw&&a.bind(),s&&s.bind())},hr.prototype.freshBind=function(t,e,r,n,a,i,o){var s,l=t.numAttributes,c=this.context,u=c.gl;if(c.extVertexArrayObject)this.vao&&this.destroy(),this.vao=c.extVertexArrayObject.createVertexArrayOES(),c.bindVertexArrayOES.set(this.vao),s=0,this.boundProgram=t,this.boundLayoutVertexBuffer=e,this.boundPaintVertexBuffers=r,this.boundIndexBuffer=n,this.boundVertexOffset=a,this.boundDynamicVertexBuffer=i,this.boundDynamicVertexBuffer2=o;else{s=c.currentNumAttributes||0;for(var h=l;h<s;h++)u.disableVertexAttribArray(h)}e.enableAttributes(u,t);for(var f=0,p=r;f<p.length;f+=1)p[f].enableAttributes(u,t);i&&i.enableAttributes(u,t),o&&o.enableAttributes(u,t),e.bind(),e.setVertexAttribPointers(u,t,a);for(var d=0,g=r;d<g.length;d+=1){var v=g[d];v.bind(),v.setVertexAttribPointers(u,t,a)}i&&(i.bind(),i.setVertexAttribPointers(u,t,a)),n&&n.bind(),o&&(o.bind(),o.setVertexAttribPointers(u,t,a)),c.currentNumAttributes=l},hr.prototype.destroy=function(){this.vao&&(this.context.extVertexArrayObject.deleteVertexArrayOES(this.vao),this.vao=null)};var fr=function(t,e,r,n,a){var i=t.gl;this.program=i.createProgram();var o=r.defines();a&&o.push(\"#define OVERDRAW_INSPECTOR;\");var s=o.concat(Be.fragmentSource,e.fragmentSource).join(\"\\n\"),l=o.concat(Be.vertexSource,e.vertexSource).join(\"\\n\"),c=i.createShader(i.FRAGMENT_SHADER);i.shaderSource(c,s),i.compileShader(c),i.attachShader(this.program,c);var u=i.createShader(i.VERTEX_SHADER);i.shaderSource(u,l),i.compileShader(u),i.attachShader(this.program,u);for(var h=r.layoutAttributes||[],f=0;f<h.length;f++)i.bindAttribLocation(this.program,f,h[f].name);i.linkProgram(this.program),this.numAttributes=i.getProgramParameter(this.program,i.ACTIVE_ATTRIBUTES),this.attributes={};for(var p={},d=0;d<this.numAttributes;d++){var g=i.getActiveAttrib(this.program,d);g&&(this.attributes[g.name]=i.getAttribLocation(this.program,g.name))}for(var v=i.getProgramParameter(this.program,i.ACTIVE_UNIFORMS),m=0;m<v;m++){var y=i.getActiveUniform(this.program,m);y&&(p[y.name]=i.getUniformLocation(this.program,y.name))}this.fixedUniforms=n(t,p),this.binderUniforms=r.getUniforms(t,p)};function pr(e,r,n){var a=1/ce(n,1,r.transform.tileZoom),i=Math.pow(2,n.tileID.overscaledZ),o=n.tileSize*Math.pow(2,r.transform.tileZoom)/i,s=o*(n.tileID.canonical.x+n.tileID.wrap*i),l=o*n.tileID.canonical.y;return{u_image:0,u_texsize:n.imageAtlasTexture.size,u_scale:[t.browser.devicePixelRatio,a,e.fromScale,e.toScale],u_fade:e.t,u_pixel_coord_upper:[s>>16,l>>16],u_pixel_coord_lower:[65535&s,65535&l]}}fr.prototype.draw=function(t,e,r,n,a,i,o,s,l,c,u,h,f,p,d,g){var v,m=t.gl;for(var y in t.program.set(this.program),t.setDepthMode(r),t.setStencilMode(n),t.setColorMode(a),t.setCullFace(i),this.fixedUniforms)this.fixedUniforms[y].set(o[y]);p&&p.setUniforms(t,this.binderUniforms,h,{zoom:f});for(var x=(v={},v[m.LINES]=2,v[m.TRIANGLES]=3,v[m.LINE_STRIP]=1,v)[e],b=0,_=u.get();b<_.length;b+=1){var w=_[b],k=w.vaos||(w.vaos={});(k[s]||(k[s]=new hr)).bind(t,this,l,p?p.getPaintVertexBuffers():[],c,w.vertexOffset,d,g),m.drawElements(e,w.primitiveLength*x,m.UNSIGNED_SHORT,w.primitiveOffset*x*2)}};var dr=function(e,r,n,a){var i=r.style.light,o=i.properties.get(\"position\"),s=[o.x,o.y,o.z],l=t.create$1();\"viewport\"===i.properties.get(\"anchor\")&&t.fromRotation(l,-r.transform.angle),t.transformMat3(s,s,l);var c=i.properties.get(\"color\");return{u_matrix:e,u_lightpos:s,u_lightintensity:i.properties.get(\"intensity\"),u_lightcolor:[c.r,c.g,c.b],u_vertical_gradient:+n,u_opacity:a}},gr=function(e,r,n,a,i,o,s){return t.extend(dr(e,r,n,a),pr(o,r,s),{u_height_factor:-Math.pow(2,i.overscaledZ)/s.tileSize/8})},vr=function(t){return{u_matrix:t}},mr=function(e,r,n,a){return t.extend(vr(e),pr(n,r,a))},yr=function(t,e){return{u_matrix:t,u_world:e}},xr=function(e,r,n,a,i){return t.extend(mr(e,r,n,a),{u_world:i})},br=function(e,r,n,a){var i,o,s=e.transform;if(\"map\"===a.paint.get(\"circle-pitch-alignment\")){var l=ce(n,1,s.zoom);i=!0,o=[l,l]}else i=!1,o=s.pixelsToGLUnits;return{u_camera_to_center_distance:s.cameraToCenterDistance,u_scale_with_map:+(\"map\"===a.paint.get(\"circle-pitch-scale\")),u_matrix:e.translatePosMatrix(r.posMatrix,n,a.paint.get(\"circle-translate\"),a.paint.get(\"circle-translate-anchor\")),u_pitch_with_map:+i,u_device_pixel_ratio:t.browser.devicePixelRatio,u_extrude_scale:o}},_r=function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pixels_to_tile_units:new t.Uniform1f(e,r.u_pixels_to_tile_units),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_overscale_factor:new t.Uniform1f(e,r.u_overscale_factor)}},wr=function(t,e,r){var n=ce(r,1,e.zoom),a=Math.pow(2,e.zoom-r.tileID.overscaledZ),i=r.tileID.overscaleFactor();return{u_matrix:t,u_camera_to_center_distance:e.cameraToCenterDistance,u_pixels_to_tile_units:n,u_extrude_scale:[e.pixelsToGLUnits[0]/(n*a),e.pixelsToGLUnits[1]/(n*a)],u_overscale_factor:i}},kr=function(t,e){return{u_matrix:t,u_color:e}},Tr=function(t){return{u_matrix:t}},Mr=function(t,e,r,n){return{u_matrix:t,u_extrude_scale:ce(e,1,r),u_intensity:n}},Ar=function(t,e,r){var n=r.paint.get(\"hillshade-shadow-color\"),a=r.paint.get(\"hillshade-highlight-color\"),i=r.paint.get(\"hillshade-accent-color\"),o=r.paint.get(\"hillshade-illumination-direction\")*(Math.PI/180);\"viewport\"===r.paint.get(\"hillshade-illumination-anchor\")&&(o-=t.transform.angle);var s=!t.options.moving;return{u_matrix:t.transform.calculatePosMatrix(e.tileID.toUnwrapped(),s),u_image:0,u_latrange:Er(t,e.tileID),u_light:[r.paint.get(\"hillshade-exaggeration\"),o],u_shadow:n,u_highlight:a,u_accent:i}},Sr=function(e,r){var n=e.dem.stride,a=t.create();return t.ortho(a,0,t.EXTENT,-t.EXTENT,0,0,1),t.translate(a,a,[0,-t.EXTENT,0]),{u_matrix:a,u_image:1,u_dimension:[n,n],u_zoom:e.tileID.overscaledZ,u_maxzoom:r}};function Er(e,r){var n=Math.pow(2,r.canonical.z),a=r.canonical.y;return[new t.MercatorCoordinate(0,a/n).toLngLat().lat,new t.MercatorCoordinate(0,(a+1)/n).toLngLat().lat]}var Lr=function(e,r,n){var a=e.transform;return{u_matrix:Ir(e,r,n),u_ratio:1/ce(r,1,a.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_units_to_pixels:[1/a.pixelsToGLUnits[0],1/a.pixelsToGLUnits[1]]}},Cr=function(e,r,n){return t.extend(Lr(e,r,n),{u_image:0})},Pr=function(e,r,n,a){var i=e.transform,o=zr(r,i);return{u_matrix:Ir(e,r,n),u_texsize:r.imageAtlasTexture.size,u_ratio:1/ce(r,1,i.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_image:0,u_scale:[t.browser.devicePixelRatio,o,a.fromScale,a.toScale],u_fade:a.t,u_units_to_pixels:[1/i.pixelsToGLUnits[0],1/i.pixelsToGLUnits[1]]}},Or=function(e,r,n,a,i){var o=e.transform,s=e.lineAtlas,l=zr(r,o),c=\"round\"===n.layout.get(\"line-cap\"),u=s.getDash(a.from,c),h=s.getDash(a.to,c),f=u.width*i.fromScale,p=h.width*i.toScale;return t.extend(Lr(e,r,n),{u_patternscale_a:[l/f,-u.height/2],u_patternscale_b:[l/p,-h.height/2],u_sdfgamma:s.width/(256*Math.min(f,p)*t.browser.devicePixelRatio)/2,u_image:0,u_tex_y_a:u.y,u_tex_y_b:h.y,u_mix:i.t})};function zr(t,e){return 1/ce(t,1,e.tileZoom)}function Ir(t,e,r){return t.translatePosMatrix(e.tileID.posMatrix,e,r.paint.get(\"line-translate\"),r.paint.get(\"line-translate-anchor\"))}var Dr=function(t,e,r,n,a){return{u_matrix:t,u_tl_parent:e,u_scale_parent:r,u_buffer_scale:1,u_fade_t:n.mix,u_opacity:n.opacity*a.paint.get(\"raster-opacity\"),u_image0:0,u_image1:1,u_brightness_low:a.paint.get(\"raster-brightness-min\"),u_brightness_high:a.paint.get(\"raster-brightness-max\"),u_saturation_factor:(o=a.paint.get(\"raster-saturation\"),o>0?1-1/(1.001-o):-o),u_contrast_factor:(i=a.paint.get(\"raster-contrast\"),i>0?1/(1-i):1+i),u_spin_weights:function(t){t*=Math.PI/180;var e=Math.sin(t),r=Math.cos(t);return[(2*r+1)/3,(-Math.sqrt(3)*e-r+1)/3,(Math.sqrt(3)*e-r+1)/3]}(a.paint.get(\"raster-hue-rotate\"))};var i,o};var Rr=function(t,e,r,n,a,i,o,s,l,c){var u=a.transform;return{u_is_size_zoom_constant:+(\"constant\"===t||\"source\"===t),u_is_size_feature_constant:+(\"constant\"===t||\"camera\"===t),u_size_t:e?e.uSizeT:0,u_size:e?e.uSize:0,u_camera_to_center_distance:u.cameraToCenterDistance,u_pitch:u.pitch/360*2*Math.PI,u_rotate_symbol:+r,u_aspect_ratio:u.width/u.height,u_fade_change:a.options.fadeDuration?a.symbolFadeChange:1,u_matrix:i,u_label_plane_matrix:o,u_coord_matrix:s,u_is_text:+l,u_pitch_with_map:+n,u_texsize:c,u_texture:0}},Fr=function(e,r,n,a,i,o,s,l,c,u,h){var f=i.transform;return t.extend(Rr(e,r,n,a,i,o,s,l,c,u),{u_gamma_scale:a?Math.cos(f._pitch)*f.cameraToCenterDistance:1,u_device_pixel_ratio:t.browser.devicePixelRatio,u_is_halo:+h})},Br=function(t,e,r){return{u_matrix:t,u_opacity:e,u_color:r}},Nr=function(e,r,n,a,i,o){return t.extend(function(t,e,r,n){var a=r.imageManager.getPattern(t.from),i=r.imageManager.getPattern(t.to),o=r.imageManager.getPixelSize(),s=o.width,l=o.height,c=Math.pow(2,n.tileID.overscaledZ),u=n.tileSize*Math.pow(2,r.transform.tileZoom)/c,h=u*(n.tileID.canonical.x+n.tileID.wrap*c),f=u*n.tileID.canonical.y;return{u_image:0,u_pattern_tl_a:a.tl,u_pattern_br_a:a.br,u_pattern_tl_b:i.tl,u_pattern_br_b:i.br,u_texsize:[s,l],u_mix:e.t,u_pattern_size_a:a.displaySize,u_pattern_size_b:i.displaySize,u_scale_a:e.fromScale,u_scale_b:e.toScale,u_tile_units_to_pixels:1/ce(n,1,r.transform.tileZoom),u_pixel_coord_upper:[h>>16,f>>16],u_pixel_coord_lower:[65535&h,65535&f]}}(a,o,n,i),{u_matrix:e,u_opacity:r})},jr={fillExtrusion:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fillExtrusionPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_height_factor:new t.Uniform1f(e,r.u_height_factor),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform4f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fill:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},fillPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform4f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},fillOutline:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world)}},fillOutlinePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform4f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},circle:function(e,r){return{u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_scale_with_map:new t.Uniform1i(e,r.u_scale_with_map),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},collisionBox:_r,collisionCircle:_r,debug:function(e,r){return{u_color:new t.UniformColor(e,r.u_color),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},clippingMask:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmap:function(e,r){return{u_extrude_scale:new t.Uniform1f(e,r.u_extrude_scale),u_intensity:new t.Uniform1f(e,r.u_intensity),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmapTexture:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_color_ramp:new t.Uniform1i(e,r.u_color_ramp),u_opacity:new t.Uniform1f(e,r.u_opacity)}},hillshade:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_latrange:new t.Uniform2f(e,r.u_latrange),u_light:new t.Uniform2f(e,r.u_light),u_shadow:new t.UniformColor(e,r.u_shadow),u_highlight:new t.UniformColor(e,r.u_highlight),u_accent:new t.UniformColor(e,r.u_accent)}},hillshadePrepare:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_dimension:new t.Uniform2f(e,r.u_dimension),u_zoom:new t.Uniform1f(e,r.u_zoom),u_maxzoom:new t.Uniform1f(e,r.u_maxzoom)}},line:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels)}},lineGradient:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_image:new t.Uniform1i(e,r.u_image)}},linePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_texsize:new t.Uniform2f(e,r.u_texsize),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_image:new t.Uniform1i(e,r.u_image),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_scale:new t.Uniform4f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},lineSDF:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_patternscale_a:new t.Uniform2f(e,r.u_patternscale_a),u_patternscale_b:new t.Uniform2f(e,r.u_patternscale_b),u_sdfgamma:new t.Uniform1f(e,r.u_sdfgamma),u_image:new t.Uniform1i(e,r.u_image),u_tex_y_a:new t.Uniform1f(e,r.u_tex_y_a),u_tex_y_b:new t.Uniform1f(e,r.u_tex_y_b),u_mix:new t.Uniform1f(e,r.u_mix)}},raster:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_tl_parent:new t.Uniform2f(e,r.u_tl_parent),u_scale_parent:new t.Uniform1f(e,r.u_scale_parent),u_buffer_scale:new t.Uniform1f(e,r.u_buffer_scale),u_fade_t:new t.Uniform1f(e,r.u_fade_t),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image0:new t.Uniform1i(e,r.u_image0),u_image1:new t.Uniform1i(e,r.u_image1),u_brightness_low:new t.Uniform1f(e,r.u_brightness_low),u_brightness_high:new t.Uniform1f(e,r.u_brightness_high),u_saturation_factor:new t.Uniform1f(e,r.u_saturation_factor),u_contrast_factor:new t.Uniform1f(e,r.u_contrast_factor),u_spin_weights:new t.Uniform3f(e,r.u_spin_weights)}},symbolIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1f(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture)}},symbolSDF:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1f(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1f(e,r.u_is_halo)}},background:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_color:new t.UniformColor(e,r.u_color)}},backgroundPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image:new t.Uniform1i(e,r.u_image),u_pattern_tl_a:new t.Uniform2f(e,r.u_pattern_tl_a),u_pattern_br_a:new t.Uniform2f(e,r.u_pattern_br_a),u_pattern_tl_b:new t.Uniform2f(e,r.u_pattern_tl_b),u_pattern_br_b:new t.Uniform2f(e,r.u_pattern_br_b),u_texsize:new t.Uniform2f(e,r.u_texsize),u_mix:new t.Uniform1f(e,r.u_mix),u_pattern_size_a:new t.Uniform2f(e,r.u_pattern_size_a),u_pattern_size_b:new t.Uniform2f(e,r.u_pattern_size_b),u_scale_a:new t.Uniform1f(e,r.u_scale_a),u_scale_b:new t.Uniform1f(e,r.u_scale_b),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_tile_units_to_pixels:new t.Uniform1f(e,r.u_tile_units_to_pixels)}}};function Vr(e,r){for(var n=e.sort(function(t,e){return t.tileID.isLessThan(e.tileID)?-1:e.tileID.isLessThan(t.tileID)?1:0}),a=0;a<n.length;a++){var i={},o=n[a],s=n.slice(a+1);Ur(o.tileID.wrapped(),o.tileID,s,new t.OverscaledTileID(0,o.tileID.wrap+1,0,0,0),i),o.setMask(i,r)}}function Ur(e,r,n,a,i){for(var o=0;o<n.length;o++){var s=n[o];if(a.isLessThan(s.tileID))break;if(r.key===s.tileID.key)return;if(s.tileID.isChildOf(r)){for(var l=r.children(1/0),c=0;c<l.length;c++)Ur(e,l[c],n.slice(o),a,i);return}}var u=r.overscaledZ-e.overscaledZ,h=new t.CanonicalTileID(u,r.canonical.x-(e.canonical.x<<u),r.canonical.y-(e.canonical.y<<u));i[h.key]=i[h.key]||h}function qr(t,e,r,n,a){for(var i=t.context,o=i.gl,s=a?t.useProgram(\"collisionCircle\"):t.useProgram(\"collisionBox\"),l=0;l<n.length;l++){var c=n[l],u=e.getTile(c),h=u.getBucket(r);if(h){var f=a?h.collisionCircle:h.collisionBox;f&&s.draw(i,a?o.TRIANGLES:o.LINES,Mt.disabled,At.disabled,t.colorModeForRenderPass(),Et.disabled,wr(c.posMatrix,t.transform,u),r.id,f.layoutVertexBuffer,f.indexBuffer,f.segments,null,t.transform.zoom,null,null,f.collisionVertexBuffer)}}}var Hr=t.identity(new Float32Array(16));function Gr(e,r,n,a,i,o){var s=t.getAnchorAlignment(e),l=-(s.horizontalAlign-.5)*r,c=-(s.verticalAlign-.5)*n,u=t.evaluateRadialOffset(e,a);return new t.Point((l/i+u[0])*o,(c/i+u[1])*o)}function Yr(e,r,n,a,i,o,s,l,c,u){var h=e.text.placedSymbolArray,f=e.text.dynamicLayoutVertexArray;f.clear();for(var p=0;p<h.length;p++){var d=h.get(p),g=e.allowVerticalPlacement&&!d.placedOrientation,v=d.hidden||!d.crossTileID||g?null:a[d.crossTileID];if(v){var m=new t.Point(d.anchorX,d.anchorY),y=Jt(m,n?l:s),x=.5+o.cameraToCenterDistance/y.signedDistanceFromCamera*.5,b=i.evaluateSizeForFeature(e.textSizeData,u,d)*x/t.ONE_EM;n&&(b*=e.tilePixelRatio/c);for(var _=v.width,w=v.height,k=v.radialOffset,T=v.textBoxScale,M=Gr(v.anchor,_,w,k,T,b),A=n?Jt(m.add(M),s).point:y.point.add(r?M.rotate(-o.angle):M),S=e.allowVerticalPlacement&&d.placedOrientation===t.WritingMode.vertical?Math.PI/2:0,E=0;E<d.numGlyphs;E++)t.addDynamicAttributes(f,A,S)}else ie(d.numGlyphs,f)}e.text.dynamicLayoutVertexBuffer.updateData(f)}function Wr(e){var r=e.text.placedSymbolArray,n=e.text.dynamicLayoutVertexArray;n.clear();for(var a=0;a<r.length;a++){var i=r.get(a);if(i.hidden||!i.placedOrientation)ie(i.numGlyphs,n);else for(var o=new t.Point(i.anchorX,i.anchorY),s=e.allowVerticalPlacement&&i.placedOrientation===t.WritingMode.vertical?Math.PI/2:0,l=0;l<i.numGlyphs;l++)t.addDynamicAttributes(n,o,s)}e.text.dynamicLayoutVertexBuffer.updateData(n)}function Xr(e,r,n,a,i,o,s,l,c,u,h,f,p){for(var d,g,v=e.context,m=v.gl,y=e.transform,x=\"map\"===l,b=\"map\"===c,_=x&&\"point\"!==n.layout.get(\"symbol-placement\"),w=x&&!b&&!_,k=void 0!==n.layout.get(\"symbol-sort-key\").constantOr(1),T=e.depthModeForSublayer(0,Mt.ReadOnly),M=n.layout.get(\"text-variable-anchor\"),A=[],S=0,E=a;S<E.length;S+=1){var L=E[S],C=r.getTile(L),P=C.getBucket(n);if(P){var O=i?P.text:P.icon;if(O&&O.segments.get().length){var z=O.programConfigurations.get(n.id),I=i||P.sdfIcons,D=i?P.textSizeData:P.iconSizeData;d||(d=e.useProgram(I?\"symbolSDF\":\"symbolIcon\",z),g=t.evaluateSizeForZoom(D,y.zoom)),v.activeTexture.set(m.TEXTURE0);var R=void 0,F=void 0,B=void 0;if(i)F=C.glyphAtlasTexture,B=m.LINEAR,R=C.glyphAtlasTexture.size;else{var N=1!==n.layout.get(\"icon-size\").constantOr(0)||P.iconsNeedLinear,j=b||0!==y.pitch;F=C.imageAtlasTexture,B=I||e.options.rotating||e.options.zooming||N||j?m.LINEAR:m.NEAREST,R=C.imageAtlasTexture.size}var V=ce(C,1,e.transform.zoom),U=Xt(L.posMatrix,b,x,e.transform,V),q=Zt(L.posMatrix,b,x,e.transform,V);if(_)Qt(P,L.posMatrix,e,i,U,q,b,u);else if(i&&g&&M){var H=Math.pow(2,y.zoom-C.tileID.overscaledZ);Yr(P,x,b,p,t.symbolSize,y,U,L.posMatrix,H,g)}else i&&g&&P.allowVerticalPlacement&&Wr(P);var G=e.translatePosMatrix(L.posMatrix,C,o,s),Y=_||i&&M?Hr:U,W=e.translatePosMatrix(q,C,o,s,!0),X=I&&0!==n.paint.get(i?\"text-halo-width\":\"icon-halo-width\").constantOr(1),Z={program:d,buffers:O,uniformValues:I?Fr(D.kind,g,w,b,e,G,Y,W,i,R,!0):Rr(D.kind,g,w,b,e,G,Y,W,i,R),atlasTexture:F,atlasInterpolation:B,isSDF:I,hasHalo:X};if(k)for(var J=0,K=O.segments.get();J<K.length;J+=1){var Q=K[J];A.push({segments:new t.SegmentVector([Q]),sortKey:Q.sortKey,state:Z})}else A.push({segments:O.segments,sortKey:0,state:Z})}}}k&&A.sort(function(t,e){return t.sortKey-e.sortKey});for(var $=0,tt=A;$<tt.length;$+=1){var et=tt[$],rt=et.state;if(rt.atlasTexture.bind(rt.atlasInterpolation,m.CLAMP_TO_EDGE),rt.isSDF){var nt=rt.uniformValues;rt.hasHalo&&(nt.u_is_halo=1,Zr(rt.buffers,et.segments,n,e,rt.program,T,h,f,nt)),nt.u_is_halo=0}Zr(rt.buffers,et.segments,n,e,rt.program,T,h,f,rt.uniformValues)}}function Zr(t,e,r,n,a,i,o,s,l){var c=n.context,u=c.gl;a.draw(c,u.TRIANGLES,i,o,s,Et.disabled,l,r.id,t.layoutVertexBuffer,t.indexBuffer,e,r.paint,n.transform.zoom,t.programConfigurations.get(r.id),t.dynamicLayoutVertexBuffer,t.opacityVertexBuffer)}function Jr(t,e,r,n,a,i,o){var s,l,c,u,h,f=t.context.gl,p=r.paint.get(\"fill-pattern\"),d=p&&p.constantOr(1),g=r.getCrossfadeParameters();o?(l=d&&!r.getPaintProperty(\"fill-outline-color\")?\"fillOutlinePattern\":\"fillOutline\",s=f.LINES):(l=d?\"fillPattern\":\"fill\",s=f.TRIANGLES);for(var v=0,m=n;v<m.length;v+=1){var y=m[v],x=e.getTile(y);if(!d||x.patternsLoaded()){var b=x.getBucket(r);if(b){var _=b.programConfigurations.get(r.id),w=t.useProgram(l,_);d&&(t.context.activeTexture.set(f.TEXTURE0),x.imageAtlasTexture.bind(f.LINEAR,f.CLAMP_TO_EDGE),_.updatePatternPaintBuffers(g));var k=p.constantOr(null);if(k&&x.imageAtlas){var T=x.imageAtlas.patternPositions[k.to],M=x.imageAtlas.patternPositions[k.from];T&&M&&_.setConstantPatternPositions(T,M)}var A=t.translatePosMatrix(y.posMatrix,x,r.paint.get(\"fill-translate\"),r.paint.get(\"fill-translate-anchor\"));if(o){u=b.indexBuffer2,h=b.segments2;var S=[f.drawingBufferWidth,f.drawingBufferHeight];c=\"fillOutlinePattern\"===l&&d?xr(A,t,g,x,S):yr(A,S)}else u=b.indexBuffer,h=b.segments,c=d?mr(A,t,g,x):vr(A);w.draw(t.context,s,a,t.stencilModeForClipping(y),i,Et.disabled,c,r.id,b.layoutVertexBuffer,u,h,r.paint,t.transform.zoom,_)}}}}function Kr(t,e,r,n,a,i,o){for(var s=t.context,l=s.gl,c=r.paint.get(\"fill-extrusion-pattern\"),u=c.constantOr(1),h=r.getCrossfadeParameters(),f=r.paint.get(\"fill-extrusion-opacity\"),p=0,d=n;p<d.length;p+=1){var g=d[p],v=e.getTile(g),m=v.getBucket(r);if(m){var y=m.programConfigurations.get(r.id),x=t.useProgram(u?\"fillExtrusionPattern\":\"fillExtrusion\",y);u&&(t.context.activeTexture.set(l.TEXTURE0),v.imageAtlasTexture.bind(l.LINEAR,l.CLAMP_TO_EDGE),y.updatePatternPaintBuffers(h));var b=c.constantOr(null);if(b&&v.imageAtlas){var _=v.imageAtlas.patternPositions[b.to],w=v.imageAtlas.patternPositions[b.from];_&&w&&y.setConstantPatternPositions(_,w)}var k=t.translatePosMatrix(g.posMatrix,v,r.paint.get(\"fill-extrusion-translate\"),r.paint.get(\"fill-extrusion-translate-anchor\")),T=r.paint.get(\"fill-extrusion-vertical-gradient\"),M=u?gr(k,t,T,f,g,h,v):dr(k,t,T,f);x.draw(s,s.gl.TRIANGLES,a,i,o,Et.backCCW,M,r.id,m.layoutVertexBuffer,m.indexBuffer,m.segments,r.paint,t.transform.zoom,y)}}}function Qr(t,e,r,n,a,i){var o=t.context,s=o.gl,l=e.fbo;if(l){var c=t.useProgram(\"hillshade\");o.activeTexture.set(s.TEXTURE0),s.bindTexture(s.TEXTURE_2D,l.colorAttachment.get());var u=Ar(t,e,r);e.maskedBoundsBuffer&&e.maskedIndexBuffer&&e.segments?c.draw(o,s.TRIANGLES,n,a,i,Et.disabled,u,r.id,e.maskedBoundsBuffer,e.maskedIndexBuffer,e.segments):c.draw(o,s.TRIANGLES,n,a,i,Et.disabled,u,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}}function $r(e,r,n,a,i,o,s){var l=e.context,c=l.gl;if(r.dem&&r.dem.data){var u=r.dem.dim,h=r.dem.stride,f=r.dem.getPixels();if(l.activeTexture.set(c.TEXTURE1),l.pixelStoreUnpackPremultiplyAlpha.set(!1),r.demTexture=r.demTexture||e.getTileTexture(h),r.demTexture){var p=r.demTexture;p.update(f,{premultiply:!1}),p.bind(c.NEAREST,c.CLAMP_TO_EDGE)}else r.demTexture=new t.Texture(l,f,c.RGBA,{premultiply:!1}),r.demTexture.bind(c.NEAREST,c.CLAMP_TO_EDGE);l.activeTexture.set(c.TEXTURE0);var d=r.fbo;if(!d){var g=new t.Texture(l,{width:u,height:u,data:null},c.RGBA);g.bind(c.LINEAR,c.CLAMP_TO_EDGE),(d=r.fbo=l.createFramebuffer(u,u)).colorAttachment.set(g.texture)}l.bindFramebuffer.set(d.framebuffer),l.viewport.set([0,0,u,u]),e.useProgram(\"hillshadePrepare\").draw(l,c.TRIANGLES,i,o,s,Et.disabled,Sr(r,a),n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments),r.needsHillshadePrepare=!1}}function tn(e,r,n,a,i){var o=a.paint.get(\"raster-fade-duration\");if(o>0){var s=t.browser.now(),l=(s-e.timeAdded)/o,c=r?(s-r.timeAdded)/o:-1,u=n.getSource(),h=i.coveringZoomLevel({tileSize:u.tileSize,roundZoom:u.roundZoom}),f=!r||Math.abs(r.tileID.overscaledZ-h)>Math.abs(e.tileID.overscaledZ-h),p=f&&e.refreshedUponExpiration?1:t.clamp(f?l:1-c,0,1);return e.refreshedUponExpiration&&l>=1&&(e.refreshedUponExpiration=!1),r?{opacity:1,mix:1-p}:{opacity:p,mix:0}}return{opacity:1,mix:0}}function en(e,r,n){var 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c=e.context,u=c.gl,h=e.depthModeForSublayer(0,Mt.ReadOnly),f=At.disabled,p=e.colorModeForRenderPass(),d=[],g=0;g<a.length;g++){var v=a[g],m=r.getTile(v),y=m.getBucket(n);if(y){var x=y.programConfigurations.get(n.id),b={programConfiguration:x,program:e.useProgram(\"circle\",x),layoutVertexBuffer:y.layoutVertexBuffer,indexBuffer:y.indexBuffer,uniformValues:br(e,v,m,n)};if(l)for(var _=0,w=y.segments.get();_<w.length;_+=1){var k=w[_];d.push({segments:new t.SegmentVector([k]),sortKey:k.sortKey,state:b})}else d.push({segments:y.segments,sortKey:0,state:b})}}l&&d.sort(function(t,e){return t.sortKey-e.sortKey});for(var T=0,M=d;T<M.length;T+=1){var A=M[T],S=A.state,E=S.programConfiguration,L=S.program,C=S.layoutVertexBuffer,P=S.indexBuffer,O=S.uniformValues,z=A.segments;L.draw(c,u.TRIANGLES,h,f,p,Et.disabled,O,n.id,C,P,z,n.paint,e.transform.zoom,E)}}}},heatmap:function(e,r,n,a){if(0!==n.paint.get(\"heatmap-opacity\"))if(\"offscreen\"===e.renderPass){var i=e.context,o=i.gl,s=e.depthModeForSublayer(0,Mt.ReadOnly),l=At.disabled,c=new St([o.ONE,o.ONE],t.Color.transparent,[!0,!0,!0,!0]);!function(t,e,r){var n=t.gl;t.activeTexture.set(n.TEXTURE1),t.viewport.set([0,0,e.width/4,e.height/4]);var a=r.heatmapFbo;if(a)n.bindTexture(n.TEXTURE_2D,a.colorAttachment.get()),t.bindFramebuffer.set(a.framebuffer);else{var i=n.createTexture();n.bindTexture(n.TEXTURE_2D,i),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,n.LINEAR),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,n.LINEAR),a=r.heatmapFbo=t.createFramebuffer(e.width/4,e.height/4),function t(e,r,n,a){var i=e.gl;i.texImage2D(i.TEXTURE_2D,0,i.RGBA,r.width/4,r.height/4,0,i.RGBA,e.extTextureHalfFloat?e.extTextureHalfFloat.HALF_FLOAT_OES:i.UNSIGNED_BYTE,null),a.colorAttachment.set(n),e.extTextureHalfFloat&&i.checkFramebufferStatus(i.FRAMEBUFFER)!==i.FRAMEBUFFER_COMPLETE&&(e.extTextureHalfFloat=null,a.colorAttachment.setDirty(),t(e,r,n,a))}(t,e,i,a)}}(i,e,n),i.clear({color:t.Color.transparent});for(var u=0;u<a.length;u++){var h=a[u];if(!r.hasRenderableParent(h)){var f=r.getTile(h),p=f.getBucket(n);if(p){var d=p.programConfigurations.get(n.id),g=e.useProgram(\"heatmap\",d),v=e.transform.zoom;g.draw(i,o.TRIANGLES,s,l,c,Et.disabled,Mr(h.posMatrix,f,v,n.paint.get(\"heatmap-intensity\")),n.id,p.layoutVertexBuffer,p.indexBuffer,p.segments,n.paint,e.transform.zoom,d)}}}i.viewport.set([0,0,e.width,e.height])}else\"translucent\"===e.renderPass&&(e.context.setColorMode(e.colorModeForRenderPass()),function(e,r){var n=e.context,a=n.gl,i=r.heatmapFbo;if(i){n.activeTexture.set(a.TEXTURE0),a.bindTexture(a.TEXTURE_2D,i.colorAttachment.get()),n.activeTexture.set(a.TEXTURE1);var o=r.colorRampTexture;o||(o=r.colorRampTexture=new t.Texture(n,r.colorRamp,a.RGBA)),o.bind(a.LINEAR,a.CLAMP_TO_EDGE),e.useProgram(\"heatmapTexture\").draw(n,a.TRIANGLES,Mt.disabled,At.disabled,e.colorModeForRenderPass(),Et.disabled,function(e,r,n,a){var i=t.create();t.ortho(i,0,e.width,e.height,0,0,1);var o=e.context.gl;return{u_matrix:i,u_world:[o.drawingBufferWidth,o.drawingBufferHeight],u_image:n,u_color_ramp:a,u_opacity:r.paint.get(\"heatmap-opacity\")}}(e,r,0,1),r.id,e.viewportBuffer,e.quadTriangleIndexBuffer,e.viewportSegments,r.paint,e.transform.zoom)}}(e,n))},line:function(e,r,n,a){if(\"translucent\"===e.renderPass){var i=n.paint.get(\"line-opacity\"),o=n.paint.get(\"line-width\");if(0!==i.constantOr(1)&&0!==o.constantOr(1)){var s=e.depthModeForSublayer(0,Mt.ReadOnly),l=e.colorModeForRenderPass(),c=n.paint.get(\"line-dasharray\"),u=n.paint.get(\"line-pattern\"),h=u.constantOr(1),f=n.paint.get(\"line-gradient\"),p=n.getCrossfadeParameters(),d=c?\"lineSDF\":h?\"linePattern\":f?\"lineGradient\":\"line\",g=e.context,v=g.gl,m=!0;if(f){g.activeTexture.set(v.TEXTURE0);var y=n.gradientTexture;if(!n.gradient)return;y||(y=n.gradientTexture=new t.Texture(g,n.gradient,v.RGBA)),y.bind(v.LINEAR,v.CLAMP_TO_EDGE)}for(var x=0,b=a;x<b.length;x+=1){var _=b[x],w=r.getTile(_);if(!h||w.patternsLoaded()){var k=w.getBucket(n);if(k){var T=k.programConfigurations.get(n.id),M=e.context.program.get(),A=e.useProgram(d,T),S=m||A.program!==M,E=u.constantOr(null);if(E&&w.imageAtlas){var L=w.imageAtlas.patternPositions[E.to],C=w.imageAtlas.patternPositions[E.from];L&&C&&T.setConstantPatternPositions(L,C)}var P=c?Or(e,w,n,c,p):h?Pr(e,w,n,p):f?Cr(e,w,n):Lr(e,w,n);c&&(S||e.lineAtlas.dirty)?(g.activeTexture.set(v.TEXTURE0),e.lineAtlas.bind(g)):h&&(g.activeTexture.set(v.TEXTURE0),w.imageAtlasTexture.bind(v.LINEAR,v.CLAMP_TO_EDGE),T.updatePatternPaintBuffers(p)),A.draw(g,v.TRIANGLES,s,e.stencilModeForClipping(_),l,Et.disabled,P,n.id,k.layoutVertexBuffer,k.indexBuffer,k.segments,n.paint,e.transform.zoom,T),m=!1}}}}}},fill:function(e,r,n,a){var i=n.paint.get(\"fill-color\"),o=n.paint.get(\"fill-opacity\");if(0!==o.constantOr(1)){var s=e.colorModeForRenderPass(),l=n.paint.get(\"fill-pattern\"),c=e.opaquePassEnabledForLayer()&&!l.constantOr(1)&&1===i.constantOr(t.Color.transparent).a&&1===o.constantOr(0)?\"opaque\":\"translucent\";if(e.renderPass===c){var u=e.depthModeForSublayer(1,\"opaque\"===e.renderPass?Mt.ReadWrite:Mt.ReadOnly);Jr(e,r,n,a,u,s,!1)}if(\"translucent\"===e.renderPass&&n.paint.get(\"fill-antialias\")){var h=e.depthModeForSublayer(n.getPaintProperty(\"fill-outline-color\")?2:0,Mt.ReadOnly);Jr(e,r,n,a,h,s,!0)}}},\"fill-extrusion\":function(t,e,r,n){var a=r.paint.get(\"fill-extrusion-opacity\");if(0!==a&&\"translucent\"===t.renderPass){var i=new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D);if(1!==a||r.paint.get(\"fill-extrusion-pattern\").constantOr(1))Kr(t,e,r,n,i,At.disabled,St.disabled),Kr(t,e,r,n,i,t.stencilModeFor3D(),t.colorModeForRenderPass());else{var o=t.colorModeForRenderPass();Kr(t,e,r,n,i,At.disabled,o)}}},hillshade:function(t,e,r,n){if(\"offscreen\"===t.renderPass||\"translucent\"===t.renderPass){for(var a=t.context,i=e.getSource().maxzoom,o=t.depthModeForSublayer(0,Mt.ReadOnly),s=At.disabled,l=t.colorModeForRenderPass(),c=0,u=n;c<u.length;c+=1){var h=u[c],f=e.getTile(h);f.needsHillshadePrepare&&\"offscreen\"===t.renderPass?$r(t,f,r,i,o,s,l):\"translucent\"===t.renderPass&&Qr(t,f,r,o,s,l)}a.viewport.set([0,0,t.width,t.height])}},raster:function(t,e,r,n){if(\"translucent\"===t.renderPass&&0!==r.paint.get(\"raster-opacity\"))for(var a=t.context,i=a.gl,o=e.getSource(),s=t.useProgram(\"raster\"),l=At.disabled,c=t.colorModeForRenderPass(),u=n.length&&n[0].overscaledZ,h=!t.options.moving,f=0,p=n;f<p.length;f+=1){var d=p[f],g=t.depthModeForSublayer(d.overscaledZ-u,1===r.paint.get(\"raster-opacity\")?Mt.ReadWrite:Mt.ReadOnly,i.LESS),v=e.getTile(d),m=t.transform.calculatePosMatrix(d.toUnwrapped(),h);v.registerFadeDuration(r.paint.get(\"raster-fade-duration\"));var y=e.findLoadedParent(d,0),x=tn(v,y,e,r,t.transform),b=void 0,_=void 0,w=\"nearest\"===r.paint.get(\"raster-resampling\")?i.NEAREST:i.LINEAR;a.activeTexture.set(i.TEXTURE0),v.texture.bind(w,i.CLAMP_TO_EDGE,i.LINEAR_MIPMAP_NEAREST),a.activeTexture.set(i.TEXTURE1),y?(y.texture.bind(w,i.CLAMP_TO_EDGE,i.LINEAR_MIPMAP_NEAREST),b=Math.pow(2,y.tileID.overscaledZ-v.tileID.overscaledZ),_=[v.tileID.canonical.x*b%1,v.tileID.canonical.y*b%1]):v.texture.bind(w,i.CLAMP_TO_EDGE,i.LINEAR_MIPMAP_NEAREST);var k=Dr(m,_||[0,0],b||1,x,r);o instanceof P?s.draw(a,i.TRIANGLES,g,l,c,Et.disabled,k,r.id,o.boundsBuffer,t.quadTriangleIndexBuffer,o.boundsSegments):v.maskedBoundsBuffer&&v.maskedIndexBuffer&&v.segments?s.draw(a,i.TRIANGLES,g,l,c,Et.disabled,k,r.id,v.maskedBoundsBuffer,v.maskedIndexBuffer,v.segments,r.paint,t.transform.zoom):s.draw(a,i.TRIANGLES,g,l,c,Et.disabled,k,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}},background:function(t,e,r){var n=r.paint.get(\"background-color\"),a=r.paint.get(\"background-opacity\");if(0!==a){var i=t.context,o=i.gl,s=t.transform,l=s.tileSize,c=r.paint.get(\"background-pattern\");if(!t.isPatternMissing(c)){var u=!c&&1===n.a&&1===a&&t.opaquePassEnabledForLayer()?\"opaque\":\"translucent\";if(t.renderPass===u){var h=At.disabled,f=t.depthModeForSublayer(0,\"opaque\"===u?Mt.ReadWrite:Mt.ReadOnly),p=t.colorModeForRenderPass(),d=t.useProgram(c?\"backgroundPattern\":\"background\"),g=s.coveringTiles({tileSize:l});c&&(i.activeTexture.set(o.TEXTURE0),t.imageManager.bind(t.context));for(var v=r.getCrossfadeParameters(),m=0,y=g;m<y.length;m+=1){var x=y[m],b=t.transform.calculatePosMatrix(x.toUnwrapped()),_=c?Nr(b,a,t,c,{tileID:x,tileSize:l},v):Br(b,a,n);d.draw(i,o.TRIANGLES,f,h,p,Et.disabled,_,r.id,t.tileExtentBuffer,t.quadTriangleIndexBuffer,t.tileExtentSegments)}}}}},debug:function(t,e,r){for(var n=0;n<r.length;n++)en(t,e,r[n])},custom:function(t,e,r){var n=t.context,a=r.implementation;if(\"offscreen\"===t.renderPass){var i=a.prerender;i&&(t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),i.call(a,n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState())}else if(\"translucent\"===t.renderPass){t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),n.setStencilMode(At.disabled);var o=\"3d\"===a.renderingMode?new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D):t.depthModeForSublayer(0,Mt.ReadOnly);n.setDepthMode(o),a.render(n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState(),n.bindFramebuffer.set(null)}}},an=function(e,r){this.context=new Lt(e),this.transform=r,this._tileTextures={},this.setup(),this.numSublayers=Ct.maxUnderzooming+Ct.maxOverzooming+1,this.depthEpsilon=1/Math.pow(2,16),this.depthRboNeedsClear=!0,this.emptyProgramConfiguration=new t.ProgramConfiguration,this.crossTileSymbolIndex=new Oe};function on(t,e){if(t.y>e.y){var r=t;t=e,e=r}return{x0:t.x,y0:t.y,x1:e.x,y1:e.y,dx:e.x-t.x,dy:e.y-t.y}}function sn(t,e,r,n,a){var i=Math.max(r,Math.floor(e.y0)),o=Math.min(n,Math.ceil(e.y1));if(t.x0===e.x0&&t.y0===e.y0?t.x0+e.dy/t.dy*t.dx<e.x1:t.x1-e.dy/t.dy*t.dx<e.x0){var s=t;t=e,e=s}for(var l=t.dx/t.dy,c=e.dx/e.dy,u=t.dx>0,h=e.dx<0,f=i;f<o;f++){var p=l*Math.max(0,Math.min(t.dy,f+u-t.y0))+t.x0,d=c*Math.max(0,Math.min(e.dy,f+h-e.y0))+e.x0;a(Math.floor(d),Math.ceil(p),f)}}function ln(t,e,r,n,a,i){var o,s=on(t,e),l=on(e,r),c=on(r,t);s.dy>l.dy&&(o=s,s=l,l=o),s.dy>c.dy&&(o=s,s=c,c=o),l.dy>c.dy&&(o=l,l=c,c=o),s.dy&&sn(c,s,n,a,i),l.dy&&sn(c,l,n,a,i)}an.prototype.resize=function(e,r){var n=this.context.gl;if(this.width=e*t.browser.devicePixelRatio,this.height=r*t.browser.devicePixelRatio,this.context.viewport.set([0,0,this.width,this.height]),this.style)for(var a=0,i=this.style._order;a<i.length;a+=1){var o=i[a];this.style._layers[o].resize()}this.depthRbo&&(n.deleteRenderbuffer(this.depthRbo),this.depthRbo=null)},an.prototype.setup=function(){var e=this.context,r=new t.StructArrayLayout2i4;r.emplaceBack(0,0),r.emplaceBack(t.EXTENT,0),r.emplaceBack(0,t.EXTENT),r.emplaceBack(t.EXTENT,t.EXTENT),this.tileExtentBuffer=e.createVertexBuffer(r,Fe.members),this.tileExtentSegments=t.SegmentVector.simpleSegment(0,0,4,2);var n=new t.StructArrayLayout2i4;n.emplaceBack(0,0),n.emplaceBack(t.EXTENT,0),n.emplaceBack(0,t.EXTENT),n.emplaceBack(t.EXTENT,t.EXTENT),this.debugBuffer=e.createVertexBuffer(n,Fe.members),this.debugSegments=t.SegmentVector.simpleSegment(0,0,4,5);var a=new t.StructArrayLayout4i8;a.emplaceBack(0,0,0,0),a.emplaceBack(t.EXTENT,0,t.EXTENT,0),a.emplaceBack(0,t.EXTENT,0,t.EXTENT),a.emplaceBack(t.EXTENT,t.EXTENT,t.EXTENT,t.EXTENT),this.rasterBoundsBuffer=e.createVertexBuffer(a,t.rasterBoundsAttributes.members),this.rasterBoundsSegments=t.SegmentVector.simpleSegment(0,0,4,2);var i=new t.StructArrayLayout2i4;i.emplaceBack(0,0),i.emplaceBack(1,0),i.emplaceBack(0,1),i.emplaceBack(1,1),this.viewportBuffer=e.createVertexBuffer(i,Fe.members),this.viewportSegments=t.SegmentVector.simpleSegment(0,0,4,2);var o=new t.StructArrayLayout1ui2;o.emplaceBack(0),o.emplaceBack(1),o.emplaceBack(3),o.emplaceBack(2),o.emplaceBack(0),this.tileBorderIndexBuffer=e.createIndexBuffer(o);var s=new t.StructArrayLayout3ui6;s.emplaceBack(0,1,2),s.emplaceBack(2,1,3),this.quadTriangleIndexBuffer=e.createIndexBuffer(s);var l=this.context.gl;this.stencilClearMode=new At({func:l.ALWAYS,mask:0},0,255,l.ZERO,l.ZERO,l.ZERO)},an.prototype.clearStencil=function(){var e=this.context,r=e.gl;this.nextStencilID=1,this.currentStencilSource=void 0;var n=t.create();t.ortho(n,0,this.width,this.height,0,0,1),t.scale(n,n,[r.drawingBufferWidth,r.drawingBufferHeight,0]),this.useProgram(\"clippingMask\").draw(e,r.TRIANGLES,Mt.disabled,this.stencilClearMode,St.disabled,Et.disabled,Tr(n),\"$clipping\",this.viewportBuffer,this.quadTriangleIndexBuffer,this.viewportSegments)},an.prototype._renderTileClippingMasks=function(t,e){if(this.currentStencilSource!==t.source&&t.isTileClipped()&&e&&e.length){this.currentStencilSource=t.source;var r=this.context,n=r.gl;this.nextStencilID+e.length>256&&this.clearStencil(),r.setColorMode(St.disabled),r.setDepthMode(Mt.disabled);var a=this.useProgram(\"clippingMask\");this._tileClippingMaskIDs={};for(var i=0,o=e;i<o.length;i+=1){var s=o[i],l=this._tileClippingMaskIDs[s.key]=this.nextStencilID++;a.draw(r,n.TRIANGLES,Mt.disabled,new At({func:n.ALWAYS,mask:0},l,255,n.KEEP,n.KEEP,n.REPLACE),St.disabled,Et.disabled,Tr(s.posMatrix),\"$clipping\",this.tileExtentBuffer,this.quadTriangleIndexBuffer,this.tileExtentSegments)}}},an.prototype.stencilModeFor3D=function(){this.currentStencilSource=void 0,this.nextStencilID+1>256&&this.clearStencil();var t=this.nextStencilID++,e=this.context.gl;return new At({func:e.NOTEQUAL,mask:255},t,255,e.KEEP,e.KEEP,e.REPLACE)},an.prototype.stencilModeForClipping=function(t){var e=this.context.gl;return new At({func:e.EQUAL,mask:255},this._tileClippingMaskIDs[t.key],0,e.KEEP,e.KEEP,e.REPLACE)},an.prototype.colorModeForRenderPass=function(){var e=this.context.gl;return this._showOverdrawInspector?new St([e.CONSTANT_COLOR,e.ONE],new t.Color(1/8,1/8,1/8,0),[!0,!0,!0,!0]):\"opaque\"===this.renderPass?St.unblended:St.alphaBlended},an.prototype.depthModeForSublayer=function(t,e,r){if(!this.opaquePassEnabledForLayer())return Mt.disabled;var n=1-((1+this.currentLayer)*this.numSublayers+t)*this.depthEpsilon;return new Mt(r||this.context.gl.LEQUAL,e,[n,n])},an.prototype.opaquePassEnabledForLayer=function(){return this.currentLayer<this.opaquePassCutoff},an.prototype.render=function(e,r){this.style=e,this.options=r,this.lineAtlas=e.lineAtlas,this.imageManager=e.imageManager,this.glyphManager=e.glyphManager,this.symbolFadeChange=e.placement.symbolFadeChange(t.browser.now()),this.imageManager.beginFrame();var n=this.style._order,a=this.style.sourceCaches;for(var i in a){var o=a[i];o.used&&o.prepare(this.context)}var s={},l={},c={};for(var u in a){var h=a[u];s[u]=h.getVisibleCoordinates(),l[u]=s[u].slice().reverse(),c[u]=h.getVisibleCoordinates(!0).reverse()}for(var f in a){var p=a[f],d=p.getSource();if(\"raster\"===d.type||\"raster-dem\"===d.type){for(var g=[],v=0,m=s[f];v<m.length;v+=1){var y=m[v];g.push(p.getTile(y))}Vr(g,this.context)}}this.opaquePassCutoff=1/0;for(var x=0;x<n.length;x++){var b=n[x];if(this.style._layers[b].is3D()){this.opaquePassCutoff=x;break}}this.renderPass=\"offscreen\",this.depthRboNeedsClear=!0;for(var _=0,w=n;_<w.length;_+=1){var k=w[_],T=this.style._layers[k];if(T.hasOffscreenPass()&&!T.isHidden(this.transform.zoom)){var M=l[T.source];(\"custom\"===T.type||M.length)&&this.renderLayer(this,a[T.source],T,M)}}for(this.context.bindFramebuffer.set(null),this.context.clear({color:r.showOverdrawInspector?t.Color.black:t.Color.transparent,depth:1}),this.clearStencil(),this._showOverdrawInspector=r.showOverdrawInspector,this.depthRangeFor3D=[0,1-(e._order.length+2)*this.numSublayers*this.depthEpsilon],this.renderPass=\"opaque\",this.currentLayer=n.length-1;this.currentLayer>=0;this.currentLayer--){var A=this.style._layers[n[this.currentLayer]],S=a[A.source],E=s[A.source];this._renderTileClippingMasks(A,E),this.renderLayer(this,S,A,E)}for(this.renderPass=\"translucent\",this.currentLayer=0;this.currentLayer<n.length;this.currentLayer++){var L=this.style._layers[n[this.currentLayer]],C=a[L.source],P=(\"symbol\"===L.type?c:l)[L.source];this._renderTileClippingMasks(L,s[L.source]),this.renderLayer(this,C,L,P)}if(this.options.showTileBoundaries)for(var O in a){nn.debug(this,a[O],s[O]);break}this.context.setDefault()},an.prototype.setupOffscreenDepthRenderbuffer=function(){var t=this.context;this.depthRbo||(this.depthRbo=t.createRenderbuffer(t.gl.DEPTH_COMPONENT16,this.width,this.height))},an.prototype.renderLayer=function(t,e,r,n){r.isHidden(this.transform.zoom)||(\"background\"===r.type||\"custom\"===r.type||n.length)&&(this.id=r.id,nn[r.type](t,e,r,n,this.style.placement.variableOffsets))},an.prototype.translatePosMatrix=function(e,r,n,a,i){if(!n[0]&&!n[1])return e;var o=i?\"map\"===a?this.transform.angle:0:\"viewport\"===a?-this.transform.angle:0;if(o){var s=Math.sin(o),l=Math.cos(o);n=[n[0]*l-n[1]*s,n[0]*s+n[1]*l]}var c=[i?n[0]:ce(r,n[0],this.transform.zoom),i?n[1]:ce(r,n[1],this.transform.zoom),0],u=new Float32Array(16);return t.translate(u,e,c),u},an.prototype.saveTileTexture=function(t){var e=this._tileTextures[t.size[0]];e?e.push(t):this._tileTextures[t.size[0]]=[t]},an.prototype.getTileTexture=function(t){var e=this._tileTextures[t];return e&&e.length>0?e.pop():null},an.prototype.isPatternMissing=function(t){if(!t)return!1;var e=this.imageManager.getPattern(t.from),r=this.imageManager.getPattern(t.to);return!e||!r},an.prototype.useProgram=function(t,e){void 0===e&&(e=this.emptyProgramConfiguration),this.cache=this.cache||{};var r=\"\"+t+(e.cacheKey||\"\")+(this._showOverdrawInspector?\"/overdraw\":\"\");return this.cache[r]||(this.cache[r]=new fr(this.context,ur[t],e,jr[t],this._showOverdrawInspector)),this.cache[r]},an.prototype.setCustomLayerDefaults=function(){this.context.unbindVAO(),this.context.cullFace.setDefault(),this.context.activeTexture.setDefault(),this.context.pixelStoreUnpack.setDefault(),this.context.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.context.pixelStoreUnpackFlipY.setDefault()},an.prototype.setBaseState=function(){var t=this.context.gl;this.context.cullFace.set(!1),this.context.viewport.set([0,0,this.width,this.height]),this.context.blendEquation.set(t.FUNC_ADD)};var cn=function(e,r,n){this.tileSize=512,this.maxValidLatitude=85.051129,this._renderWorldCopies=void 0===n||n,this._minZoom=e||0,this._maxZoom=r||22,this.setMaxBounds(),this.width=0,this.height=0,this._center=new t.LngLat(0,0),this.zoom=0,this.angle=0,this._fov=.6435011087932844,this._pitch=0,this._unmodified=!0,this._posMatrixCache={},this._alignedPosMatrixCache={}},un={minZoom:{configurable:!0},maxZoom:{configurable:!0},renderWorldCopies:{configurable:!0},worldSize:{configurable:!0},centerPoint:{configurable:!0},size:{configurable:!0},bearing:{configurable:!0},pitch:{configurable:!0},fov:{configurable:!0},zoom:{configurable:!0},center:{configurable:!0},unmodified:{configurable:!0},point:{configurable:!0}};cn.prototype.clone=function(){var t=new cn(this._minZoom,this._maxZoom,this._renderWorldCopies);return t.tileSize=this.tileSize,t.latRange=this.latRange,t.width=this.width,t.height=this.height,t._center=this._center,t.zoom=this.zoom,t.angle=this.angle,t._fov=this._fov,t._pitch=this._pitch,t._unmodified=this._unmodified,t._calcMatrices(),t},un.minZoom.get=function(){return this._minZoom},un.minZoom.set=function(t){this._minZoom!==t&&(this._minZoom=t,this.zoom=Math.max(this.zoom,t))},un.maxZoom.get=function(){return this._maxZoom},un.maxZoom.set=function(t){this._maxZoom!==t&&(this._maxZoom=t,this.zoom=Math.min(this.zoom,t))},un.renderWorldCopies.get=function(){return this._renderWorldCopies},un.renderWorldCopies.set=function(t){void 0===t?t=!0:null===t&&(t=!1),this._renderWorldCopies=t},un.worldSize.get=function(){return this.tileSize*this.scale},un.centerPoint.get=function(){return this.size._div(2)},un.size.get=function(){return new t.Point(this.width,this.height)},un.bearing.get=function(){return-this.angle/Math.PI*180},un.bearing.set=function(e){var r=-t.wrap(e,-180,180)*Math.PI/180;this.angle!==r&&(this._unmodified=!1,this.angle=r,this._calcMatrices(),this.rotationMatrix=t.create$2(),t.rotate(this.rotationMatrix,this.rotationMatrix,this.angle))},un.pitch.get=function(){return this._pitch/Math.PI*180},un.pitch.set=function(e){var r=t.clamp(e,0,60)/180*Math.PI;this._pitch!==r&&(this._unmodified=!1,this._pitch=r,this._calcMatrices())},un.fov.get=function(){return this._fov/Math.PI*180},un.fov.set=function(t){t=Math.max(.01,Math.min(60,t)),this._fov!==t&&(this._unmodified=!1,this._fov=t/180*Math.PI,this._calcMatrices())},un.zoom.get=function(){return this._zoom},un.zoom.set=function(t){var e=Math.min(Math.max(t,this.minZoom),this.maxZoom);this._zoom!==e&&(this._unmodified=!1,this._zoom=e,this.scale=this.zoomScale(e),this.tileZoom=Math.floor(e),this.zoomFraction=e-this.tileZoom,this._constrain(),this._calcMatrices())},un.center.get=function(){return this._center},un.center.set=function(t){t.lat===this._center.lat&&t.lng===this._center.lng||(this._unmodified=!1,this._center=t,this._constrain(),this._calcMatrices())},cn.prototype.coveringZoomLevel=function(t){return(t.roundZoom?Math.round:Math.floor)(this.zoom+this.scaleZoom(this.tileSize/t.tileSize))},cn.prototype.getVisibleUnwrappedCoordinates=function(e){var r=[new t.UnwrappedTileID(0,e)];if(this._renderWorldCopies)for(var n=this.pointCoordinate(new t.Point(0,0)),a=this.pointCoordinate(new t.Point(this.width,0)),i=this.pointCoordinate(new t.Point(this.width,this.height)),o=this.pointCoordinate(new t.Point(0,this.height)),s=Math.floor(Math.min(n.x,a.x,i.x,o.x)),l=Math.floor(Math.max(n.x,a.x,i.x,o.x)),c=s-1;c<=l+1;c++)0!==c&&r.push(new t.UnwrappedTileID(c,e));return r},cn.prototype.coveringTiles=function(e){var r=this.coveringZoomLevel(e),n=r;if(void 0!==e.minzoom&&r<e.minzoom)return[];void 0!==e.maxzoom&&r>e.maxzoom&&(r=e.maxzoom);var a=t.MercatorCoordinate.fromLngLat(this.center),i=Math.pow(2,r),o=new t.Point(i*a.x-.5,i*a.y-.5);return function(e,r,n,a){void 0===a&&(a=!0);var i=1<<e,o={};function s(r,s,l){var c,u,h,f;if(l>=0&&l<=i)for(c=r;c<s;c++)u=Math.floor(c/i),h=(c%i+i)%i,0!==u&&!0!==a||(f=new t.OverscaledTileID(n,u,e,h,l),o[f.key]=f)}var l=r.map(function(e){return new t.Point(e.x,e.y)._mult(i)});return ln(l[0],l[1],l[2],0,i,s),ln(l[2],l[3],l[0],0,i,s),Object.keys(o).map(function(t){return o[t]})}(r,[this.pointCoordinate(new t.Point(0,0)),this.pointCoordinate(new t.Point(this.width,0)),this.pointCoordinate(new t.Point(this.width,this.height)),this.pointCoordinate(new t.Point(0,this.height))],e.reparseOverscaled?n:r,this._renderWorldCopies).sort(function(t,e){return o.dist(t.canonical)-o.dist(e.canonical)})},cn.prototype.resize=function(t,e){this.width=t,this.height=e,this.pixelsToGLUnits=[2/t,-2/e],this._constrain(),this._calcMatrices()},un.unmodified.get=function(){return this._unmodified},cn.prototype.zoomScale=function(t){return Math.pow(2,t)},cn.prototype.scaleZoom=function(t){return Math.log(t)/Math.LN2},cn.prototype.project=function(e){var r=t.clamp(e.lat,-this.maxValidLatitude,this.maxValidLatitude);return new t.Point(t.mercatorXfromLng(e.lng)*this.worldSize,t.mercatorYfromLat(r)*this.worldSize)},cn.prototype.unproject=function(e){return new t.MercatorCoordinate(e.x/this.worldSize,e.y/this.worldSize).toLngLat()},un.point.get=function(){return this.project(this.center)},cn.prototype.setLocationAtPoint=function(e,r){var n=this.pointCoordinate(r),a=this.pointCoordinate(this.centerPoint),i=this.locationCoordinate(e),o=new t.MercatorCoordinate(i.x-(n.x-a.x),i.y-(n.y-a.y));this.center=this.coordinateLocation(o),this._renderWorldCopies&&(this.center=this.center.wrap())},cn.prototype.locationPoint=function(t){return this.coordinatePoint(this.locationCoordinate(t))},cn.prototype.pointLocation=function(t){return this.coordinateLocation(this.pointCoordinate(t))},cn.prototype.locationCoordinate=function(e){return t.MercatorCoordinate.fromLngLat(e)},cn.prototype.coordinateLocation=function(t){return t.toLngLat()},cn.prototype.pointCoordinate=function(e){var r=[e.x,e.y,0,1],n=[e.x,e.y,1,1];t.transformMat4(r,r,this.pixelMatrixInverse),t.transformMat4(n,n,this.pixelMatrixInverse);var a=r[3],i=n[3],o=r[0]/a,s=n[0]/i,l=r[1]/a,c=n[1]/i,u=r[2]/a,h=n[2]/i,f=u===h?0:(0-u)/(h-u);return new t.MercatorCoordinate(t.number(o,s,f)/this.worldSize,t.number(l,c,f)/this.worldSize)},cn.prototype.coordinatePoint=function(e){var r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix),new t.Point(r[0]/r[3],r[1]/r[3])},cn.prototype.getBounds=function(){return(new t.LngLatBounds).extend(this.pointLocation(new t.Point(0,0))).extend(this.pointLocation(new t.Point(this.width,0))).extend(this.pointLocation(new t.Point(this.width,this.height))).extend(this.pointLocation(new t.Point(0,this.height)))},cn.prototype.getMaxBounds=function(){return this.latRange&&2===this.latRange.length&&this.lngRange&&2===this.lngRange.length?new t.LngLatBounds([this.lngRange[0],this.latRange[0]],[this.lngRange[1],this.latRange[1]]):null},cn.prototype.setMaxBounds=function(t){t?(this.lngRange=[t.getWest(),t.getEast()],this.latRange=[t.getSouth(),t.getNorth()],this._constrain()):(this.lngRange=null,this.latRange=[-this.maxValidLatitude,this.maxValidLatitude])},cn.prototype.calculatePosMatrix=function(e,r){void 0===r&&(r=!1);var n=e.key,a=r?this._alignedPosMatrixCache:this._posMatrixCache;if(a[n])return a[n];var i=e.canonical,o=this.worldSize/this.zoomScale(i.z),s=i.x+Math.pow(2,i.z)*e.wrap,l=t.identity(new Float64Array(16));return t.translate(l,l,[s*o,i.y*o,0]),t.scale(l,l,[o/t.EXTENT,o/t.EXTENT,1]),t.multiply(l,r?this.alignedProjMatrix:this.projMatrix,l),a[n]=new Float32Array(l),a[n]},cn.prototype.customLayerMatrix=function(){return this.mercatorMatrix.slice()},cn.prototype._constrain=function(){if(this.center&&this.width&&this.height&&!this._constraining){this._constraining=!0;var e,r,n,a,i=-90,o=90,s=-180,l=180,c=this.size,u=this._unmodified;if(this.latRange){var h=this.latRange;i=t.mercatorYfromLat(h[1])*this.worldSize,e=(o=t.mercatorYfromLat(h[0])*this.worldSize)-i<c.y?c.y/(o-i):0}if(this.lngRange){var f=this.lngRange;s=t.mercatorXfromLng(f[0])*this.worldSize,r=(l=t.mercatorXfromLng(f[1])*this.worldSize)-s<c.x?c.x/(l-s):0}var p=this.point,d=Math.max(r||0,e||0);if(d)return this.center=this.unproject(new t.Point(r?(l+s)/2:p.x,e?(o+i)/2:p.y)),this.zoom+=this.scaleZoom(d),this._unmodified=u,void(this._constraining=!1);if(this.latRange){var g=p.y,v=c.y/2;g-v<i&&(a=i+v),g+v>o&&(a=o-v)}if(this.lngRange){var m=p.x,y=c.x/2;m-y<s&&(n=s+y),m+y>l&&(n=l-y)}void 0===n&&void 0===a||(this.center=this.unproject(new t.Point(void 0!==n?n:p.x,void 0!==a?a:p.y))),this._unmodified=u,this._constraining=!1}},cn.prototype._calcMatrices=function(){if(this.height){this.cameraToCenterDistance=.5/Math.tan(this._fov/2)*this.height;var e=this._fov/2,r=Math.PI/2+this._pitch,n=Math.sin(e)*this.cameraToCenterDistance/Math.sin(Math.PI-r-e),a=this.point,i=a.x,o=a.y,s=1.01*(Math.cos(Math.PI/2-this._pitch)*n+this.cameraToCenterDistance),l=this.height/50,c=new Float64Array(16);t.perspective(c,this._fov,this.width/this.height,l,s),t.scale(c,c,[1,-1,1]),t.translate(c,c,[0,0,-this.cameraToCenterDistance]),t.rotateX(c,c,this._pitch),t.rotateZ(c,c,this.angle),t.translate(c,c,[-i,-o,0]),this.mercatorMatrix=t.scale([],c,[this.worldSize,this.worldSize,this.worldSize]),t.scale(c,c,[1,1,t.mercatorZfromAltitude(1,this.center.lat)*this.worldSize,1]),this.projMatrix=c;var u=this.width%2/2,h=this.height%2/2,f=Math.cos(this.angle),p=Math.sin(this.angle),d=i-Math.round(i)+f*u+p*h,g=o-Math.round(o)+f*h+p*u,v=new Float64Array(c);if(t.translate(v,v,[d>.5?d-1:d,g>.5?g-1:g,0]),this.alignedProjMatrix=v,c=t.create(),t.scale(c,c,[this.width/2,-this.height/2,1]),t.translate(c,c,[1,-1,0]),this.labelPlaneMatrix=c,c=t.create(),t.scale(c,c,[1,-1,1]),t.translate(c,c,[-1,-1,0]),t.scale(c,c,[2/this.width,2/this.height,1]),this.glCoordMatrix=c,this.pixelMatrix=t.multiply(new Float64Array(16),this.labelPlaneMatrix,this.projMatrix),!(c=t.invert(new Float64Array(16),this.pixelMatrix)))throw new Error(\"failed to invert matrix\");this.pixelMatrixInverse=c,this._posMatrixCache={},this._alignedPosMatrixCache={}}},cn.prototype.maxPitchScaleFactor=function(){if(!this.pixelMatrixInverse)return 1;var e=this.pointCoordinate(new t.Point(0,0)),r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix)[3]/this.cameraToCenterDistance},cn.prototype.getCameraPoint=function(){var e=this._pitch,r=Math.tan(e)*(this.cameraToCenterDistance||1);return this.centerPoint.add(new t.Point(0,r))},cn.prototype.getCameraQueryGeometry=function(e){var r=this.getCameraPoint();if(1===e.length)return[e[0],r];for(var n=r.x,a=r.y,i=r.x,o=r.y,s=0,l=e;s<l.length;s+=1){var c=l[s];n=Math.min(n,c.x),a=Math.min(a,c.y),i=Math.max(i,c.x),o=Math.max(o,c.y)}return[new t.Point(n,a),new t.Point(i,a),new t.Point(i,o),new t.Point(n,o),new t.Point(n,a)]},Object.defineProperties(cn.prototype,un);var hn=function(){var e,r,n,a;t.bindAll([\"_onHashChange\",\"_updateHash\"],this),this._updateHash=(e=this._updateHashUnthrottled.bind(this),300,r=!1,n=null,a=function(){n=null,r&&(e(),n=setTimeout(a,300),r=!1)},function(){return r=!0,n||a(),n})};hn.prototype.addTo=function(e){return this._map=e,t.window.addEventListener(\"hashchange\",this._onHashChange,!1),this._map.on(\"moveend\",this._updateHash),this},hn.prototype.remove=function(){return t.window.removeEventListener(\"hashchange\",this._onHashChange,!1),this._map.off(\"moveend\",this._updateHash),clearTimeout(this._updateHash()),delete this._map,this},hn.prototype.getHashString=function(t){var e=this._map.getCenter(),r=Math.round(100*this._map.getZoom())/100,n=Math.ceil((r*Math.LN2+Math.log(512/360/.5))/Math.LN10),a=Math.pow(10,n),i=Math.round(e.lng*a)/a,o=Math.round(e.lat*a)/a,s=this._map.getBearing(),l=this._map.getPitch(),c=\"\";return c+=t?\"#/\"+i+\"/\"+o+\"/\"+r:\"#\"+r+\"/\"+o+\"/\"+i,(s||l)&&(c+=\"/\"+Math.round(10*s)/10),l&&(c+=\"/\"+Math.round(l)),c},hn.prototype._onHashChange=function(){var e=t.window.location.hash.replace(\"#\",\"\").split(\"/\");return e.length>=3&&(this._map.jumpTo({center:[+e[2],+e[1]],zoom:+e[0],bearing:+(e[3]||0),pitch:+(e[4]||0)}),!0)},hn.prototype._updateHashUnthrottled=function(){var e=this.getHashString();try{t.window.history.replaceState(t.window.history.state,\"\",e)}catch(t){}};var fn=function(e){function n(n,a,i,o){void 0===o&&(o={});var s=r.mousePos(a.getCanvasContainer(),i),l=a.unproject(s);e.call(this,n,t.extend({point:s,lngLat:l,originalEvent:i},o)),this._defaultPrevented=!1,this.target=a}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var a={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},a.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,a),n}(t.Event),pn=function(e){function n(n,a,i){var o=r.touchPos(a.getCanvasContainer(),i),s=o.map(function(t){return a.unproject(t)}),l=o.reduce(function(t,e,r,n){return t.add(e.div(n.length))},new t.Point(0,0)),c=a.unproject(l);e.call(this,n,{points:o,point:l,lngLats:s,lngLat:c,originalEvent:i}),this._defaultPrevented=!1}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var a={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},a.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,a),n}(t.Event),dn=function(t){function e(e,r,n){t.call(this,e,{originalEvent:n}),this._defaultPrevented=!1}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={defaultPrevented:{configurable:!0}};return e.prototype.preventDefault=function(){this._defaultPrevented=!0},r.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(e.prototype,r),e}(t.Event),gn=function(e){this._map=e,this._el=e.getCanvasContainer(),this._delta=0,this._defaultZoomRate=.01,this._wheelZoomRate=1/450,t.bindAll([\"_onWheel\",\"_onTimeout\",\"_onScrollFrame\",\"_onScrollFinished\"],this)};gn.prototype.setZoomRate=function(t){this._defaultZoomRate=t},gn.prototype.setWheelZoomRate=function(t){this._wheelZoomRate=t},gn.prototype.isEnabled=function(){return!!this._enabled},gn.prototype.isActive=function(){return!!this._active},gn.prototype.isZooming=function(){return!!this._zooming},gn.prototype.enable=function(t){this.isEnabled()||(this._enabled=!0,this._aroundCenter=t&&\"center\"===t.around)},gn.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},gn.prototype.onWheel=function(e){if(this.isEnabled()){var r=e.deltaMode===t.window.WheelEvent.DOM_DELTA_LINE?40*e.deltaY:e.deltaY,n=t.browser.now(),a=n-(this._lastWheelEventTime||0);this._lastWheelEventTime=n,0!==r&&r%4.000244140625==0?this._type=\"wheel\":0!==r&&Math.abs(r)<4?this._type=\"trackpad\":a>400?(this._type=null,this._lastValue=r,this._timeout=setTimeout(this._onTimeout,40,e)):this._type||(this._type=Math.abs(a*r)<200?\"trackpad\":\"wheel\",this._timeout&&(clearTimeout(this._timeout),this._timeout=null,r+=this._lastValue)),e.shiftKey&&r&&(r/=4),this._type&&(this._lastWheelEvent=e,this._delta-=r,this.isActive()||this._start(e)),e.preventDefault()}},gn.prototype._onTimeout=function(t){this._type=\"wheel\",this._delta-=this._lastValue,this.isActive()||this._start(t)},gn.prototype._start=function(e){if(this._delta){this._frameId&&(this._map._cancelRenderFrame(this._frameId),this._frameId=null),this._active=!0,this.isZooming()||(this._zooming=!0,this._map.fire(new t.Event(\"movestart\",{originalEvent:e})),this._map.fire(new t.Event(\"zoomstart\",{originalEvent:e}))),this._finishTimeout&&clearTimeout(this._finishTimeout);var n=r.mousePos(this._el,e);this._around=t.LngLat.convert(this._aroundCenter?this._map.getCenter():this._map.unproject(n)),this._aroundPoint=this._map.transform.locationPoint(this._around),this._frameId||(this._frameId=this._map._requestRenderFrame(this._onScrollFrame))}},gn.prototype._onScrollFrame=function(){var e=this;if(this._frameId=null,this.isActive()){var r=this._map.transform;if(0!==this._delta){var n=\"wheel\"===this._type&&Math.abs(this._delta)>4.000244140625?this._wheelZoomRate:this._defaultZoomRate,a=2/(1+Math.exp(-Math.abs(this._delta*n)));this._delta<0&&0!==a&&(a=1/a);var i=\"number\"==typeof this._targetZoom?r.zoomScale(this._targetZoom):r.scale;this._targetZoom=Math.min(r.maxZoom,Math.max(r.minZoom,r.scaleZoom(i*a))),\"wheel\"===this._type&&(this._startZoom=r.zoom,this._easing=this._smoothOutEasing(200)),this._delta=0}var o=\"number\"==typeof this._targetZoom?this._targetZoom:r.zoom,s=this._startZoom,l=this._easing,c=!1;if(\"wheel\"===this._type&&s&&l){var u=Math.min((t.browser.now()-this._lastWheelEventTime)/200,1),h=l(u);r.zoom=t.number(s,o,h),u<1?this._frameId||(this._frameId=this._map._requestRenderFrame(this._onScrollFrame)):c=!0}else r.zoom=o,c=!0;r.setLocationAtPoint(this._around,this._aroundPoint),this._map.fire(new t.Event(\"move\",{originalEvent:this._lastWheelEvent})),this._map.fire(new t.Event(\"zoom\",{originalEvent:this._lastWheelEvent})),c&&(this._active=!1,this._finishTimeout=setTimeout(function(){e._zooming=!1,e._map.fire(new t.Event(\"zoomend\",{originalEvent:e._lastWheelEvent})),e._map.fire(new t.Event(\"moveend\",{originalEvent:e._lastWheelEvent})),delete e._targetZoom},200))}},gn.prototype._smoothOutEasing=function(e){var r=t.ease;if(this._prevEase){var n=this._prevEase,a=(t.browser.now()-n.start)/n.duration,i=n.easing(a+.01)-n.easing(a),o=.27/Math.sqrt(i*i+1e-4)*.01,s=Math.sqrt(.0729-o*o);r=t.bezier(o,s,.25,1)}return this._prevEase={start:t.browser.now(),duration:e,easing:r},r};var vn=function(e,r){this._map=e,this._el=e.getCanvasContainer(),this._container=e.getContainer(),this._clickTolerance=r.clickTolerance||1,t.bindAll([\"_onMouseMove\",\"_onMouseUp\",\"_onKeyDown\"],this)};vn.prototype.isEnabled=function(){return!!this._enabled},vn.prototype.isActive=function(){return!!this._active},vn.prototype.enable=function(){this.isEnabled()||(this._enabled=!0)},vn.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},vn.prototype.onMouseDown=function(e){this.isEnabled()&&e.shiftKey&&0===e.button&&(t.window.document.addEventListener(\"mousemove\",this._onMouseMove,!1),t.window.document.addEventListener(\"keydown\",this._onKeyDown,!1),t.window.document.addEventListener(\"mouseup\",this._onMouseUp,!1),r.disableDrag(),this._startPos=this._lastPos=r.mousePos(this._el,e),this._active=!0)},vn.prototype._onMouseMove=function(t){var e=r.mousePos(this._el,t);if(!(this._lastPos.equals(e)||!this._box&&e.dist(this._startPos)<this._clickTolerance)){var n=this._startPos;this._lastPos=e,this._box||(this._box=r.create(\"div\",\"mapboxgl-boxzoom\",this._container),this._container.classList.add(\"mapboxgl-crosshair\"),this._fireEvent(\"boxzoomstart\",t));var a=Math.min(n.x,e.x),i=Math.max(n.x,e.x),o=Math.min(n.y,e.y),s=Math.max(n.y,e.y);r.setTransform(this._box,\"translate(\"+a+\"px,\"+o+\"px)\"),this._box.style.width=i-a+\"px\",this._box.style.height=s-o+\"px\"}},vn.prototype._onMouseUp=function(e){if(0===e.button){var n=this._startPos,a=r.mousePos(this._el,e);this._finish(),r.suppressClick(),n.x===a.x&&n.y===a.y?this._fireEvent(\"boxzoomcancel\",e):this._map.fitScreenCoordinates(n,a,this._map.getBearing(),{linear:!0}).fire(new t.Event(\"boxzoomend\",{originalEvent:e}))}},vn.prototype._onKeyDown=function(t){27===t.keyCode&&(this._finish(),this._fireEvent(\"boxzoomcancel\",t))},vn.prototype._finish=function(){this._active=!1,t.window.document.removeEventListener(\"mousemove\",this._onMouseMove,!1),t.window.document.removeEventListener(\"keydown\",this._onKeyDown,!1),t.window.document.removeEventListener(\"mouseup\",this._onMouseUp,!1),this._container.classList.remove(\"mapboxgl-crosshair\"),this._box&&(r.remove(this._box),this._box=null),r.enableDrag(),delete this._startPos,delete this._lastPos},vn.prototype._fireEvent=function(e,r){return this._map.fire(new t.Event(e,{originalEvent:r}))};var mn=t.bezier(0,0,.25,1),yn=function(e,r){this._map=e,this._el=r.element||e.getCanvasContainer(),this._state=\"disabled\",this._button=r.button||\"right\",this._bearingSnap=r.bearingSnap||0,this._pitchWithRotate=!1!==r.pitchWithRotate,t.bindAll([\"onMouseDown\",\"_onMouseMove\",\"_onMouseUp\",\"_onBlur\",\"_onDragFrame\"],this)};yn.prototype.isEnabled=function(){return\"disabled\"!==this._state},yn.prototype.isActive=function(){return\"active\"===this._state},yn.prototype.enable=function(){this.isEnabled()||(this._state=\"enabled\")},yn.prototype.disable=function(){if(this.isEnabled())switch(this._state){case\"active\":this._state=\"disabled\",this._unbind(),this._deactivate(),this._fireEvent(\"rotateend\"),this._pitchWithRotate&&this._fireEvent(\"pitchend\"),this._fireEvent(\"moveend\");break;case\"pending\":this._state=\"disabled\",this._unbind();break;default:this._state=\"disabled\"}},yn.prototype.onMouseDown=function(e){if(\"enabled\"===this._state){var n=\"touchstart\"===e.type;if(n)this._startTime=Date.now();else if(\"right\"===this._button){if(this._eventButton=r.mouseButton(e),this._eventButton!==(e.ctrlKey?0:2))return}else{if(e.ctrlKey||0!==r.mouseButton(e))return;this._eventButton=0}r.disableDrag(),n?(t.window.document.addEventListener(\"touchmove\",this._onMouseMove,{capture:!0}),t.window.document.addEventListener(\"touchend\",this._onMouseUp)):(t.window.document.addEventListener(\"mousemove\",this._onMouseMove,{capture:!0}),t.window.document.addEventListener(\"mouseup\",this._onMouseUp)),t.window.addEventListener(\"blur\",this._onBlur),this._state=\"pending\",this._inertia=[[t.browser.now(),this._map.getBearing()]],this._startPos=this._prevPos=this._lastPos=r.mousePos(this._el,e),this._center=this._map.transform.centerPoint,e.preventDefault()}},yn.prototype._onMouseMove=function(t){var e=r.mousePos(this._el,t);this._lastPos.equals(e)||(this._lastMoveEvent=t,this._lastPos=e,\"pending\"===this._state&&(this._state=\"active\",this._fireEvent(\"rotatestart\",t),this._fireEvent(\"movestart\",t),this._pitchWithRotate&&this._fireEvent(\"pitchstart\",t)),this._frameId||(this._frameId=this._map._requestRenderFrame(this._onDragFrame)))},yn.prototype._onDragFrame=function(){this._frameId=null;var e=this._lastMoveEvent;if(e){var r=this._map.transform,n=this._prevPos,a=this._lastPos,i=.8*(n.x-a.x),o=-.5*(n.y-a.y),s=r.bearing-i,l=r.pitch-o,c=this._inertia,u=c[c.length-1];this._drainInertiaBuffer(),c.push([t.browser.now(),this._map._normalizeBearing(s,u[1])]),r.bearing=s,this._pitchWithRotate&&(this._fireEvent(\"pitch\",e),r.pitch=l),this._fireEvent(\"rotate\",e),this._fireEvent(\"move\",e),delete this._lastMoveEvent,this._prevPos=this._lastPos}},yn.prototype._onMouseUp=function(t){if(\"touchend\"===t.type&&this._startPos===this._lastPos&&Date.now()-this._startTime<300&&this._el.click(),r.mouseButton(t)===this._eventButton)switch(this._state){case\"active\":this._state=\"enabled\",r.suppressClick(),this._unbind(),this._deactivate(),this._inertialRotate(t);break;case\"pending\":this._state=\"enabled\",this._unbind()}},yn.prototype._onBlur=function(t){switch(this._state){case\"active\":this._state=\"enabled\",this._unbind(),this._deactivate(),this._fireEvent(\"rotateend\",t),this._pitchWithRotate&&this._fireEvent(\"pitchend\",t),this._fireEvent(\"moveend\",t);break;case\"pending\":this._state=\"enabled\",this._unbind()}},yn.prototype._unbind=function(){t.window.document.removeEventListener(\"mousemove\",this._onMouseMove,{capture:!0}),t.window.document.removeEventListener(\"mouseup\",this._onMouseUp),t.window.document.removeEventListener(\"touchmove\",this._onMouseMove,{capture:!0}),t.window.document.removeEventListener(\"touchend\",this._onMouseUp),t.window.removeEventListener(\"blur\",this._onBlur),r.enableDrag()},yn.prototype._deactivate=function(){this._frameId&&(this._map._cancelRenderFrame(this._frameId),this._frameId=null),delete this._lastMoveEvent,delete this._startPos,delete this._prevPos,delete this._lastPos},yn.prototype._inertialRotate=function(t){var e=this;this._fireEvent(\"rotateend\",t),this._drainInertiaBuffer();var r=this._map,n=r.getBearing(),a=this._inertia,i=function(){Math.abs(n)<e._bearingSnap?r.resetNorth({noMoveStart:!0},{originalEvent:t}):e._fireEvent(\"moveend\",t),e._pitchWithRotate&&e._fireEvent(\"pitchend\",t)};if(a.length<2)i();else{var o=a[0],s=a[a.length-1],l=a[a.length-2],c=r._normalizeBearing(n,l[1]),u=s[1]-o[1],h=u<0?-1:1,f=(s[0]-o[0])/1e3;if(0!==u&&0!==f){var p=Math.abs(u*(.25/f));p>180&&(p=180);var d=p/180;c+=h*p*(d/2),Math.abs(r._normalizeBearing(c,0))<this._bearingSnap&&(c=r._normalizeBearing(0,c)),r.rotateTo(c,{duration:1e3*d,easing:mn,noMoveStart:!0},{originalEvent:t})}else i()}},yn.prototype._fireEvent=function(e,r){return this._map.fire(new t.Event(e,r?{originalEvent:r}:{}))},yn.prototype._drainInertiaBuffer=function(){for(var e=this._inertia,r=t.browser.now();e.length>0&&r-e[0][0]>160;)e.shift()};var xn=t.bezier(0,0,.3,1),bn=function(e,r){this._map=e,this._el=e.getCanvasContainer(),this._state=\"disabled\",this._clickTolerance=r.clickTolerance||1,t.bindAll([\"_onMove\",\"_onMouseUp\",\"_onTouchEnd\",\"_onBlur\",\"_onDragFrame\"],this)};bn.prototype.isEnabled=function(){return\"disabled\"!==this._state},bn.prototype.isActive=function(){return\"active\"===this._state},bn.prototype.enable=function(){this.isEnabled()||(this._el.classList.add(\"mapboxgl-touch-drag-pan\"),this._state=\"enabled\")},bn.prototype.disable=function(){if(this.isEnabled())switch(this._el.classList.remove(\"mapboxgl-touch-drag-pan\"),this._state){case\"active\":this._state=\"disabled\",this._unbind(),this._deactivate(),this._fireEvent(\"dragend\"),this._fireEvent(\"moveend\");break;case\"pending\":this._state=\"disabled\",this._unbind();break;default:this._state=\"disabled\"}},bn.prototype.onMouseDown=function(e){\"enabled\"===this._state&&(e.ctrlKey||0!==r.mouseButton(e)||(r.addEventListener(t.window.document,\"mousemove\",this._onMove,{capture:!0}),r.addEventListener(t.window.document,\"mouseup\",this._onMouseUp),this._start(e)))},bn.prototype.onTouchStart=function(e){\"enabled\"===this._state&&(e.touches.length>1||(r.addEventListener(t.window.document,\"touchmove\",this._onMove,{capture:!0,passive:!1}),r.addEventListener(t.window.document,\"touchend\",this._onTouchEnd),this._start(e)))},bn.prototype._start=function(e){t.window.addEventListener(\"blur\",this._onBlur),this._state=\"pending\",this._startPos=this._mouseDownPos=this._prevPos=this._lastPos=r.mousePos(this._el,e),this._inertia=[[t.browser.now(),this._startPos]]},bn.prototype._onMove=function(e){e.preventDefault();var n=r.mousePos(this._el,e);this._lastPos.equals(n)||\"pending\"===this._state&&n.dist(this._mouseDownPos)<this._clickTolerance||(this._lastMoveEvent=e,this._lastPos=n,this._drainInertiaBuffer(),this._inertia.push([t.browser.now(),this._lastPos]),\"pending\"===this._state&&(this._state=\"active\",this._fireEvent(\"dragstart\",e),this._fireEvent(\"movestart\",e)),this._frameId||(this._frameId=this._map._requestRenderFrame(this._onDragFrame)))},bn.prototype._onDragFrame=function(){this._frameId=null;var t=this._lastMoveEvent;if(t){var e=this._map.transform;e.setLocationAtPoint(e.pointLocation(this._prevPos),this._lastPos),this._fireEvent(\"drag\",t),this._fireEvent(\"move\",t),this._prevPos=this._lastPos,delete this._lastMoveEvent}},bn.prototype._onMouseUp=function(t){if(0===r.mouseButton(t))switch(this._state){case\"active\":this._state=\"enabled\",r.suppressClick(),this._unbind(),this._deactivate(),this._inertialPan(t);break;case\"pending\":this._state=\"enabled\",this._unbind()}},bn.prototype._onTouchEnd=function(t){switch(this._state){case\"active\":this._state=\"enabled\",this._unbind(),this._deactivate(),this._inertialPan(t);break;case\"pending\":this._state=\"enabled\",this._unbind()}},bn.prototype._onBlur=function(t){switch(this._state){case\"active\":this._state=\"enabled\",this._unbind(),this._deactivate(),this._fireEvent(\"dragend\",t),this._fireEvent(\"moveend\",t);break;case\"pending\":this._state=\"enabled\",this._unbind()}},bn.prototype._unbind=function(){r.removeEventListener(t.window.document,\"touchmove\",this._onMove,{capture:!0,passive:!1}),r.removeEventListener(t.window.document,\"touchend\",this._onTouchEnd),r.removeEventListener(t.window.document,\"mousemove\",this._onMove,{capture:!0}),r.removeEventListener(t.window.document,\"mouseup\",this._onMouseUp),r.removeEventListener(t.window,\"blur\",this._onBlur)},bn.prototype._deactivate=function(){this._frameId&&(this._map._cancelRenderFrame(this._frameId),this._frameId=null),delete this._lastMoveEvent,delete this._startPos,delete this._prevPos,delete this._mouseDownPos,delete this._lastPos},bn.prototype._inertialPan=function(t){this._fireEvent(\"dragend\",t),this._drainInertiaBuffer();var e=this._inertia;if(e.length<2)this._fireEvent(\"moveend\",t);else{var r=e[e.length-1],n=e[0],a=r[1].sub(n[1]),i=(r[0]-n[0])/1e3;if(0===i||r[1].equals(n[1]))this._fireEvent(\"moveend\",t);else{var o=a.mult(.3/i),s=o.mag();s>1400&&(s=1400,o._unit()._mult(s));var l=s/750,c=o.mult(-l/2);this._map.panBy(c,{duration:1e3*l,easing:xn,noMoveStart:!0},{originalEvent:t})}}},bn.prototype._fireEvent=function(e,r){return this._map.fire(new t.Event(e,r?{originalEvent:r}:{}))},bn.prototype._drainInertiaBuffer=function(){for(var e=this._inertia,r=t.browser.now();e.length>0&&r-e[0][0]>160;)e.shift()};var _n=function(e){this._map=e,this._el=e.getCanvasContainer(),t.bindAll([\"_onKeyDown\"],this)};function wn(t){return t*(2-t)}_n.prototype.isEnabled=function(){return!!this._enabled},_n.prototype.enable=function(){this.isEnabled()||(this._el.addEventListener(\"keydown\",this._onKeyDown,!1),this._enabled=!0)},_n.prototype.disable=function(){this.isEnabled()&&(this._el.removeEventListener(\"keydown\",this._onKeyDown),this._enabled=!1)},_n.prototype._onKeyDown=function(t){if(!(t.altKey||t.ctrlKey||t.metaKey)){var e=0,r=0,n=0,a=0,i=0;switch(t.keyCode){case 61:case 107:case 171:case 187:e=1;break;case 189:case 109:case 173:e=-1;break;case 37:t.shiftKey?r=-1:(t.preventDefault(),a=-1);break;case 39:t.shiftKey?r=1:(t.preventDefault(),a=1);break;case 38:t.shiftKey?n=1:(t.preventDefault(),i=-1);break;case 40:t.shiftKey?n=-1:(i=1,t.preventDefault());break;default:return}var o=this._map,s=o.getZoom(),l={duration:300,delayEndEvents:500,easing:wn,zoom:e?Math.round(s)+e*(t.shiftKey?2:1):s,bearing:o.getBearing()+15*r,pitch:o.getPitch()+10*n,offset:[100*-a,100*-i],center:o.getCenter()};o.easeTo(l,{originalEvent:t})}};var kn=function(e){this._map=e,t.bindAll([\"_onDblClick\",\"_onZoomEnd\"],this)};kn.prototype.isEnabled=function(){return!!this._enabled},kn.prototype.isActive=function(){return!!this._active},kn.prototype.enable=function(){this.isEnabled()||(this._enabled=!0)},kn.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},kn.prototype.onTouchStart=function(t){var e=this;if(this.isEnabled()&&!(t.points.length>1))if(this._tapped){var r=t.points[0],n=this._tappedPoint;if(n&&n.dist(r)<=30){t.originalEvent.preventDefault();var a=function(){e._tapped&&e._zoom(t),e._map.off(\"touchcancel\",i),e._resetTapped()},i=function(){e._map.off(\"touchend\",a),e._resetTapped()};this._map.once(\"touchend\",a),this._map.once(\"touchcancel\",i)}else this._resetTapped()}else this._tappedPoint=t.points[0],this._tapped=setTimeout(function(){e._tapped=null,e._tappedPoint=null},300)},kn.prototype._resetTapped=function(){clearTimeout(this._tapped),this._tapped=null,this._tappedPoint=null},kn.prototype.onDblClick=function(t){this.isEnabled()&&(t.originalEvent.preventDefault(),this._zoom(t))},kn.prototype._zoom=function(t){this._active=!0,this._map.on(\"zoomend\",this._onZoomEnd),this._map.zoomTo(this._map.getZoom()+(t.originalEvent.shiftKey?-1:1),{around:t.lngLat},t)},kn.prototype._onZoomEnd=function(){this._active=!1,this._map.off(\"zoomend\",this._onZoomEnd)};var Tn=t.bezier(0,0,.15,1),Mn=function(e){this._map=e,this._el=e.getCanvasContainer(),t.bindAll([\"_onMove\",\"_onEnd\",\"_onTouchFrame\"],this)};Mn.prototype.isEnabled=function(){return!!this._enabled},Mn.prototype.enable=function(t){this.isEnabled()||(this._el.classList.add(\"mapboxgl-touch-zoom-rotate\"),this._enabled=!0,this._aroundCenter=!!t&&\"center\"===t.around)},Mn.prototype.disable=function(){this.isEnabled()&&(this._el.classList.remove(\"mapboxgl-touch-zoom-rotate\"),this._enabled=!1)},Mn.prototype.disableRotation=function(){this._rotationDisabled=!0},Mn.prototype.enableRotation=function(){this._rotationDisabled=!1},Mn.prototype.onStart=function(e){if(this.isEnabled()&&2===e.touches.length){var n=r.mousePos(this._el,e.touches[0]),a=r.mousePos(this._el,e.touches[1]),i=n.add(a).div(2);this._startVec=n.sub(a),this._startAround=this._map.transform.pointLocation(i),this._gestureIntent=void 0,this._inertia=[],r.addEventListener(t.window.document,\"touchmove\",this._onMove,{passive:!1}),r.addEventListener(t.window.document,\"touchend\",this._onEnd)}},Mn.prototype._getTouchEventData=function(t){var e=r.mousePos(this._el,t.touches[0]),n=r.mousePos(this._el,t.touches[1]),a=e.sub(n);return{vec:a,center:e.add(n).div(2),scale:a.mag()/this._startVec.mag(),bearing:this._rotationDisabled?0:180*a.angleWith(this._startVec)/Math.PI}},Mn.prototype._onMove=function(e){if(2===e.touches.length){var r=this._getTouchEventData(e),n=r.vec,a=r.scale,i=r.bearing;if(!this._gestureIntent){var o=this._rotationDisabled&&1!==a||Math.abs(1-a)>.15;Math.abs(i)>10?this._gestureIntent=\"rotate\":o&&(this._gestureIntent=\"zoom\"),this._gestureIntent&&(this._map.fire(new t.Event(this._gestureIntent+\"start\",{originalEvent:e})),this._map.fire(new t.Event(\"movestart\",{originalEvent:e})),this._startVec=n)}this._lastTouchEvent=e,this._frameId||(this._frameId=this._map._requestRenderFrame(this._onTouchFrame)),e.preventDefault()}},Mn.prototype._onTouchFrame=function(){this._frameId=null;var e=this._gestureIntent;if(e){var r=this._map.transform;this._startScale||(this._startScale=r.scale,this._startBearing=r.bearing);var n=this._getTouchEventData(this._lastTouchEvent),a=n.center,i=n.bearing,o=n.scale,s=r.pointLocation(a),l=r.locationPoint(s);\"rotate\"===e&&(r.bearing=this._startBearing+i),r.zoom=r.scaleZoom(this._startScale*o),r.setLocationAtPoint(this._startAround,l),this._map.fire(new t.Event(e,{originalEvent:this._lastTouchEvent})),this._map.fire(new t.Event(\"move\",{originalEvent:this._lastTouchEvent})),this._drainInertiaBuffer(),this._inertia.push([t.browser.now(),o,a])}},Mn.prototype._onEnd=function(e){r.removeEventListener(t.window.document,\"touchmove\",this._onMove,{passive:!1}),r.removeEventListener(t.window.document,\"touchend\",this._onEnd);var n=this._gestureIntent,a=this._startScale;if(this._frameId&&(this._map._cancelRenderFrame(this._frameId),this._frameId=null),delete this._gestureIntent,delete this._startScale,delete this._startBearing,delete this._lastTouchEvent,n){this._map.fire(new t.Event(n+\"end\",{originalEvent:e})),this._drainInertiaBuffer();var i=this._inertia,o=this._map;if(i.length<2)o.snapToNorth({},{originalEvent:e});else{var s=i[i.length-1],l=i[0],c=o.transform.scaleZoom(a*s[1]),u=o.transform.scaleZoom(a*l[1]),h=c-u,f=(s[0]-l[0])/1e3,p=s[2];if(0!==f&&c!==u){var d=.15*h/f;Math.abs(d)>2.5&&(d=d>0?2.5:-2.5);var g=1e3*Math.abs(d/(12*.15)),v=c+d*g/2e3;v<0&&(v=0),o.easeTo({zoom:v,duration:g,easing:Tn,around:this._aroundCenter?o.getCenter():o.unproject(p),noMoveStart:!0},{originalEvent:e})}else o.snapToNorth({},{originalEvent:e})}}},Mn.prototype._drainInertiaBuffer=function(){for(var e=this._inertia,r=t.browser.now();e.length>2&&r-e[0][0]>160;)e.shift()};var An={scrollZoom:gn,boxZoom:vn,dragRotate:yn,dragPan:bn,keyboard:_n,doubleClickZoom:kn,touchZoomRotate:Mn},Sn=function(e){function r(r,n){e.call(this),this._moving=!1,this._zooming=!1,this.transform=r,this._bearingSnap=n.bearingSnap,t.bindAll([\"_renderFrameCallback\"],this)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getCenter=function(){return new t.LngLat(this.transform.center.lng,this.transform.center.lat)},r.prototype.setCenter=function(t,e){return this.jumpTo({center:t},e)},r.prototype.panBy=function(e,r,n){return e=t.Point.convert(e).mult(-1),this.panTo(this.transform.center,t.extend({offset:e},r),n)},r.prototype.panTo=function(e,r,n){return this.easeTo(t.extend({center:e},r),n)},r.prototype.getZoom=function(){return this.transform.zoom},r.prototype.setZoom=function(t,e){return this.jumpTo({zoom:t},e),this},r.prototype.zoomTo=function(e,r,n){return this.easeTo(t.extend({zoom:e},r),n)},r.prototype.zoomIn=function(t,e){return this.zoomTo(this.getZoom()+1,t,e),this},r.prototype.zoomOut=function(t,e){return this.zoomTo(this.getZoom()-1,t,e),this},r.prototype.getBearing=function(){return this.transform.bearing},r.prototype.setBearing=function(t,e){return this.jumpTo({bearing:t},e),this},r.prototype.rotateTo=function(e,r,n){return this.easeTo(t.extend({bearing:e},r),n)},r.prototype.resetNorth=function(e,r){return this.rotateTo(0,t.extend({duration:1e3},e),r),this},r.prototype.resetNorthPitch=function(e,r){return this.easeTo(t.extend({bearing:0,pitch:0,duration:1e3},e),r),this},r.prototype.snapToNorth=function(t,e){return Math.abs(this.getBearing())<this._bearingSnap?this.resetNorth(t,e):this},r.prototype.getPitch=function(){return this.transform.pitch},r.prototype.setPitch=function(t,e){return this.jumpTo({pitch:t},e),this},r.prototype.cameraForBounds=function(e,r){return e=t.LngLatBounds.convert(e),this._cameraForBoxAndBearing(e.getNorthWest(),e.getSouthEast(),0,r)},r.prototype._cameraForBoxAndBearing=function(e,r,n,a){if(\"number\"==typeof(a=t.extend({padding:{top:0,bottom:0,right:0,left:0},offset:[0,0],maxZoom:this.transform.maxZoom},a)).padding){var i=a.padding;a.padding={top:i,bottom:i,right:i,left:i}}if(t.deepEqual(Object.keys(a.padding).sort(function(t,e){return t<e?-1:t>e?1:0}),[\"bottom\",\"left\",\"right\",\"top\"])){var o=this.transform,s=o.project(t.LngLat.convert(e)),l=o.project(t.LngLat.convert(r)),c=s.rotate(-n*Math.PI/180),u=l.rotate(-n*Math.PI/180),h=new t.Point(Math.max(c.x,u.x),Math.max(c.y,u.y)),f=new t.Point(Math.min(c.x,u.x),Math.min(c.y,u.y)),p=h.sub(f),d=(o.width-a.padding.left-a.padding.right)/p.x,g=(o.height-a.padding.top-a.padding.bottom)/p.y;if(!(g<0||d<0)){var v=Math.min(o.scaleZoom(o.scale*Math.min(d,g)),a.maxZoom),m=t.Point.convert(a.offset),y=(a.padding.left-a.padding.right)/2,x=(a.padding.top-a.padding.bottom)/2,b=new t.Point(m.x+y,m.y+x).mult(o.scale/o.zoomScale(v));return{center:o.unproject(s.add(l).div(2).sub(b)),zoom:v,bearing:n}}t.warnOnce(\"Map cannot fit within canvas with the given bounds, padding, and/or offset.\")}else t.warnOnce(\"options.padding must be a positive number, or an Object with keys 'bottom', 'left', 'right', 'top'\")},r.prototype.fitBounds=function(t,e,r){return this._fitInternal(this.cameraForBounds(t,e),e,r)},r.prototype.fitScreenCoordinates=function(e,r,n,a,i){return this._fitInternal(this._cameraForBoxAndBearing(this.transform.pointLocation(t.Point.convert(e)),this.transform.pointLocation(t.Point.convert(r)),n,a),a,i)},r.prototype._fitInternal=function(e,r,n){return e?(r=t.extend(e,r)).linear?this.easeTo(r,n):this.flyTo(r,n):this},r.prototype.jumpTo=function(e,r){this.stop();var n=this.transform,a=!1,i=!1,o=!1;return\"zoom\"in e&&n.zoom!==+e.zoom&&(a=!0,n.zoom=+e.zoom),void 0!==e.center&&(n.center=t.LngLat.convert(e.center)),\"bearing\"in e&&n.bearing!==+e.bearing&&(i=!0,n.bearing=+e.bearing),\"pitch\"in e&&n.pitch!==+e.pitch&&(o=!0,n.pitch=+e.pitch),this.fire(new t.Event(\"movestart\",r)).fire(new t.Event(\"move\",r)),a&&this.fire(new t.Event(\"zoomstart\",r)).fire(new t.Event(\"zoom\",r)).fire(new t.Event(\"zoomend\",r)),i&&this.fire(new t.Event(\"rotatestart\",r)).fire(new t.Event(\"rotate\",r)).fire(new t.Event(\"rotateend\",r)),o&&this.fire(new t.Event(\"pitchstart\",r)).fire(new t.Event(\"pitch\",r)).fire(new t.Event(\"pitchend\",r)),this.fire(new t.Event(\"moveend\",r))},r.prototype.easeTo=function(e,r){var n=this;this.stop(),(!1===(e=t.extend({offset:[0,0],duration:500,easing:t.ease},e)).animate||t.browser.prefersReducedMotion)&&(e.duration=0);var a=this.transform,i=this.getZoom(),o=this.getBearing(),s=this.getPitch(),l=\"zoom\"in e?+e.zoom:i,c=\"bearing\"in e?this._normalizeBearing(e.bearing,o):o,u=\"pitch\"in e?+e.pitch:s,h=a.centerPoint.add(t.Point.convert(e.offset)),f=a.pointLocation(h),p=t.LngLat.convert(e.center||f);this._normalizeCenter(p);var d,g,v=a.project(f),m=a.project(p).sub(v),y=a.zoomScale(l-i);return e.around&&(d=t.LngLat.convert(e.around),g=a.locationPoint(d)),this._zooming=l!==i,this._rotating=o!==c,this._pitching=u!==s,this._prepareEase(r,e.noMoveStart),clearTimeout(this._easeEndTimeoutID),this._ease(function(e){if(n._zooming&&(a.zoom=t.number(i,l,e)),n._rotating&&(a.bearing=t.number(o,c,e)),n._pitching&&(a.pitch=t.number(s,u,e)),d)a.setLocationAtPoint(d,g);else{var f=a.zoomScale(a.zoom-i),p=l>i?Math.min(2,y):Math.max(.5,y),x=Math.pow(p,1-e),b=a.unproject(v.add(m.mult(e*x)).mult(f));a.setLocationAtPoint(a.renderWorldCopies?b.wrap():b,h)}n._fireMoveEvents(r)},function(){e.delayEndEvents?n._easeEndTimeoutID=setTimeout(function(){return n._afterEase(r)},e.delayEndEvents):n._afterEase(r)},e),this},r.prototype._prepareEase=function(e,r){this._moving=!0,r||this.fire(new t.Event(\"movestart\",e)),this._zooming&&this.fire(new t.Event(\"zoomstart\",e)),this._rotating&&this.fire(new t.Event(\"rotatestart\",e)),this._pitching&&this.fire(new t.Event(\"pitchstart\",e))},r.prototype._fireMoveEvents=function(e){this.fire(new t.Event(\"move\",e)),this._zooming&&this.fire(new t.Event(\"zoom\",e)),this._rotating&&this.fire(new t.Event(\"rotate\",e)),this._pitching&&this.fire(new t.Event(\"pitch\",e))},r.prototype._afterEase=function(e){var r=this._zooming,n=this._rotating,a=this._pitching;this._moving=!1,this._zooming=!1,this._rotating=!1,this._pitching=!1,r&&this.fire(new t.Event(\"zoomend\",e)),n&&this.fire(new t.Event(\"rotateend\",e)),a&&this.fire(new t.Event(\"pitchend\",e)),this.fire(new t.Event(\"moveend\",e))},r.prototype.flyTo=function(e,r){var n=this;if(t.browser.prefersReducedMotion){var a=t.pick(e,[\"center\",\"zoom\",\"bearing\",\"pitch\",\"around\"]);return this.jumpTo(a,r)}this.stop(),e=t.extend({offset:[0,0],speed:1.2,curve:1.42,easing:t.ease},e);var i=this.transform,o=this.getZoom(),s=this.getBearing(),l=this.getPitch(),c=\"zoom\"in e?t.clamp(+e.zoom,i.minZoom,i.maxZoom):o,u=\"bearing\"in e?this._normalizeBearing(e.bearing,s):s,h=\"pitch\"in e?+e.pitch:l,f=i.zoomScale(c-o),p=i.centerPoint.add(t.Point.convert(e.offset)),d=i.pointLocation(p),g=t.LngLat.convert(e.center||d);this._normalizeCenter(g);var v=i.project(d),m=i.project(g).sub(v),y=e.curve,x=Math.max(i.width,i.height),b=x/f,_=m.mag();if(\"minZoom\"in e){var w=t.clamp(Math.min(e.minZoom,o,c),i.minZoom,i.maxZoom),k=x/i.zoomScale(w-o);y=Math.sqrt(k/_*2)}var T=y*y;function M(t){var e=(b*b-x*x+(t?-1:1)*T*T*_*_)/(2*(t?b:x)*T*_);return Math.log(Math.sqrt(e*e+1)-e)}function A(t){return(Math.exp(t)-Math.exp(-t))/2}function S(t){return(Math.exp(t)+Math.exp(-t))/2}var E=M(0),L=function(t){return S(E)/S(E+y*t)},C=function(t){return x*((S(E)*(A(e=E+y*t)/S(e))-A(E))/T)/_;var e},P=(M(1)-E)/y;if(Math.abs(_)<1e-6||!isFinite(P)){if(Math.abs(x-b)<1e-6)return this.easeTo(e,r);var O=b<x?-1:1;P=Math.abs(Math.log(b/x))/y,C=function(){return 0},L=function(t){return Math.exp(O*y*t)}}if(\"duration\"in e)e.duration=+e.duration;else{var z=\"screenSpeed\"in e?+e.screenSpeed/y:+e.speed;e.duration=1e3*P/z}return e.maxDuration&&e.duration>e.maxDuration&&(e.duration=0),this._zooming=!0,this._rotating=s!==u,this._pitching=h!==l,this._prepareEase(r,!1),this._ease(function(e){var a=e*P,f=1/L(a);i.zoom=1===e?c:o+i.scaleZoom(f),n._rotating&&(i.bearing=t.number(s,u,e)),n._pitching&&(i.pitch=t.number(l,h,e));var d=1===e?g:i.unproject(v.add(m.mult(C(a))).mult(f));i.setLocationAtPoint(i.renderWorldCopies?d.wrap():d,p),n._fireMoveEvents(r)},function(){return n._afterEase(r)},e),this},r.prototype.isEasing=function(){return!!this._easeFrameId},r.prototype.stop=function(){if(this._easeFrameId&&(this._cancelRenderFrame(this._easeFrameId),delete this._easeFrameId,delete this._onEaseFrame),this._onEaseEnd){var t=this._onEaseEnd;delete this._onEaseEnd,t.call(this)}return this},r.prototype._ease=function(e,r,n){!1===n.animate||0===n.duration?(e(1),r()):(this._easeStart=t.browser.now(),this._easeOptions=n,this._onEaseFrame=e,this._onEaseEnd=r,this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback))},r.prototype._renderFrameCallback=function(){var e=Math.min((t.browser.now()-this._easeStart)/this._easeOptions.duration,1);this._onEaseFrame(this._easeOptions.easing(e)),e<1?this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback):this.stop()},r.prototype._normalizeBearing=function(e,r){e=t.wrap(e,-180,180);var n=Math.abs(e-r);return Math.abs(e-360-r)<n&&(e-=360),Math.abs(e+360-r)<n&&(e+=360),e},r.prototype._normalizeCenter=function(t){var e=this.transform;if(e.renderWorldCopies&&!e.lngRange){var r=t.lng-e.center.lng;t.lng+=r>180?-360:r<-180?360:0}},r}(t.Evented),En=function(e){void 0===e&&(e={}),this.options=e,t.bindAll([\"_updateEditLink\",\"_updateData\",\"_updateCompact\"],this)};En.prototype.getDefaultPosition=function(){return\"bottom-right\"},En.prototype.onAdd=function(t){var e=this.options&&this.options.compact;return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-attrib\"),this._innerContainer=r.create(\"div\",\"mapboxgl-ctrl-attrib-inner\",this._container),e&&this._container.classList.add(\"mapboxgl-compact\"),this._updateAttributions(),this._updateEditLink(),this._map.on(\"styledata\",this._updateData),this._map.on(\"sourcedata\",this._updateData),this._map.on(\"moveend\",this._updateEditLink),void 0===e&&(this._map.on(\"resize\",this._updateCompact),this._updateCompact()),this._container},En.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"styledata\",this._updateData),this._map.off(\"sourcedata\",this._updateData),this._map.off(\"moveend\",this._updateEditLink),this._map.off(\"resize\",this._updateCompact),this._map=void 0},En.prototype._updateEditLink=function(){var e=this._editLink;e||(e=this._editLink=this._container.querySelector(\".mapbox-improve-map\"));var r=[{key:\"owner\",value:this.styleOwner},{key:\"id\",value:this.styleId},{key:\"access_token\",value:this._map._requestManager._customAccessToken||t.config.ACCESS_TOKEN}];if(e){var n=r.reduce(function(t,e,n){return e.value&&(t+=e.key+\"=\"+e.value+(n<r.length-1?\"&\":\"\")),t},\"?\");e.href=t.config.FEEDBACK_URL+\"/\"+n+(this._map._hash?this._map._hash.getHashString(!0):\"\"),e.rel=\"noopener nofollow\"}},En.prototype._updateData=function(t){!t||\"metadata\"!==t.sourceDataType&&\"style\"!==t.dataType||(this._updateAttributions(),this._updateEditLink())},En.prototype._updateAttributions=function(){if(this._map.style){var t=[];if(this.options.customAttribution&&(Array.isArray(this.options.customAttribution)?t=t.concat(this.options.customAttribution.map(function(t){return\"string\"!=typeof t?\"\":t})):\"string\"==typeof this.options.customAttribution&&t.push(this.options.customAttribution)),this._map.style.stylesheet){var e=this._map.style.stylesheet;this.styleOwner=e.owner,this.styleId=e.id}var r=this._map.style.sourceCaches;for(var n in r){var a=r[n];if(a.used){var i=a.getSource();i.attribution&&t.indexOf(i.attribution)<0&&t.push(i.attribution)}}t.sort(function(t,e){return t.length-e.length});var o=(t=t.filter(function(e,r){for(var n=r+1;n<t.length;n++)if(t[n].indexOf(e)>=0)return!1;return!0})).join(\" | \");o!==this._attribHTML&&(this._attribHTML=o,t.length?(this._innerContainer.innerHTML=o,this._container.classList.remove(\"mapboxgl-attrib-empty\")):this._container.classList.add(\"mapboxgl-attrib-empty\"),this._editLink=null)}},En.prototype._updateCompact=function(){this._map.getCanvasContainer().offsetWidth<=640?this._container.classList.add(\"mapboxgl-compact\"):this._container.classList.remove(\"mapboxgl-compact\")};var Ln=function(){t.bindAll([\"_updateLogo\"],this),t.bindAll([\"_updateCompact\"],this)};Ln.prototype.onAdd=function(t){this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl\");var e=r.create(\"a\",\"mapboxgl-ctrl-logo\");return e.target=\"_blank\",e.rel=\"noopener nofollow\",e.href=\"https://www.mapbox.com/\",e.setAttribute(\"aria-label\",\"Mapbox logo\"),e.setAttribute(\"rel\",\"noopener nofollow\"),this._container.appendChild(e),this._container.style.display=\"none\",this._map.on(\"sourcedata\",this._updateLogo),this._updateLogo(),this._map.on(\"resize\",this._updateCompact),this._updateCompact(),this._container},Ln.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"sourcedata\",this._updateLogo),this._map.off(\"resize\",this._updateCompact)},Ln.prototype.getDefaultPosition=function(){return\"bottom-left\"},Ln.prototype._updateLogo=function(t){t&&\"metadata\"!==t.sourceDataType||(this._container.style.display=this._logoRequired()?\"block\":\"none\")},Ln.prototype._logoRequired=function(){if(this._map.style){var t=this._map.style.sourceCaches;for(var e in t)if(t[e].getSource().mapbox_logo)return!0;return!1}},Ln.prototype._updateCompact=function(){var t=this._container.children;if(t.length){var e=t[0];this._map.getCanvasContainer().offsetWidth<250?e.classList.add(\"mapboxgl-compact\"):e.classList.remove(\"mapboxgl-compact\")}};var Cn=function(){this._queue=[],this._id=0,this._cleared=!1,this._currentlyRunning=!1};Cn.prototype.add=function(t){var e=++this._id;return this._queue.push({callback:t,id:e,cancelled:!1}),e},Cn.prototype.remove=function(t){for(var e=this._currentlyRunning,r=0,n=e?this._queue.concat(e):this._queue;r<n.length;r+=1){var a=n[r];if(a.id===t)return void(a.cancelled=!0)}},Cn.prototype.run=function(){var t=this._currentlyRunning=this._queue;this._queue=[];for(var e=0,r=t;e<r.length;e+=1){var n=r[e];if(!n.cancelled&&(n.callback(),this._cleared))break}this._cleared=!1,this._currentlyRunning=!1},Cn.prototype.clear=function(){this._currentlyRunning&&(this._cleared=!0),this._queue=[]};var Pn=t.window.HTMLImageElement,On=t.window.HTMLElement,zn={center:[0,0],zoom:0,bearing:0,pitch:0,minZoom:0,maxZoom:22,interactive:!0,scrollZoom:!0,boxZoom:!0,dragRotate:!0,dragPan:!0,keyboard:!0,doubleClickZoom:!0,touchZoomRotate:!0,bearingSnap:7,clickTolerance:3,hash:!1,attributionControl:!0,failIfMajorPerformanceCaveat:!1,preserveDrawingBuffer:!1,trackResize:!0,renderWorldCopies:!0,refreshExpiredTiles:!0,maxTileCacheSize:null,localIdeographFontFamily:\"sans-serif\",transformRequest:null,accessToken:null,fadeDuration:300,crossSourceCollisions:!0},In=function(n){function a(e){var a=this;if(null!=(e=t.extend({},zn,e)).minZoom&&null!=e.maxZoom&&e.minZoom>e.maxZoom)throw new Error(\"maxZoom must be greater than minZoom\");var i=new cn(e.minZoom,e.maxZoom,e.renderWorldCopies);if(n.call(this,i,e),this._interactive=e.interactive,this._maxTileCacheSize=e.maxTileCacheSize,this._failIfMajorPerformanceCaveat=e.failIfMajorPerformanceCaveat,this._preserveDrawingBuffer=e.preserveDrawingBuffer,this._antialias=e.antialias,this._trackResize=e.trackResize,this._bearingSnap=e.bearingSnap,this._refreshExpiredTiles=e.refreshExpiredTiles,this._fadeDuration=e.fadeDuration,this._crossSourceCollisions=e.crossSourceCollisions,this._crossFadingFactor=1,this._collectResourceTiming=e.collectResourceTiming,this._renderTaskQueue=new Cn,this._controls=[],this._mapId=t.uniqueId(),this._requestManager=new t.RequestManager(e.transformRequest,e.accessToken),\"string\"==typeof e.container){if(this._container=t.window.document.getElementById(e.container),!this._container)throw new Error(\"Container '\"+e.container+\"' not found.\")}else{if(!(e.container instanceof On))throw new Error(\"Invalid type: 'container' must be a String or HTMLElement.\");this._container=e.container}if(e.maxBounds&&this.setMaxBounds(e.maxBounds),t.bindAll([\"_onWindowOnline\",\"_onWindowResize\",\"_contextLost\",\"_contextRestored\"],this),this._setupContainer(),this._setupPainter(),void 0===this.painter)throw new Error(\"Failed to initialize WebGL.\");this.on(\"move\",function(){return a._update(!1)}),this.on(\"moveend\",function(){return a._update(!1)}),this.on(\"zoom\",function(){return a._update(!0)}),void 0!==t.window&&(t.window.addEventListener(\"online\",this._onWindowOnline,!1),t.window.addEventListener(\"resize\",this._onWindowResize,!1)),function(t,e){var n=t.getCanvasContainer(),a=null,i=!1,o=null;for(var s in An)t[s]=new An[s](t,e),e.interactive&&e[s]&&t[s].enable(e[s]);r.addEventListener(n,\"mouseout\",function(e){t.fire(new fn(\"mouseout\",t,e))}),r.addEventListener(n,\"mousedown\",function(a){i=!0,o=r.mousePos(n,a);var s=new fn(\"mousedown\",t,a);t.fire(s),s.defaultPrevented||(e.interactive&&!t.doubleClickZoom.isActive()&&t.stop(),t.boxZoom.onMouseDown(a),t.boxZoom.isActive()||t.dragPan.isActive()||t.dragRotate.onMouseDown(a),t.boxZoom.isActive()||t.dragRotate.isActive()||t.dragPan.onMouseDown(a))}),r.addEventListener(n,\"mouseup\",function(e){var r=t.dragRotate.isActive();a&&!r&&t.fire(new fn(\"contextmenu\",t,a)),a=null,i=!1,t.fire(new fn(\"mouseup\",t,e))}),r.addEventListener(n,\"mousemove\",function(e){if(!t.dragPan.isActive()&&!t.dragRotate.isActive()){for(var r=e.target;r&&r!==n;)r=r.parentNode;r===n&&t.fire(new fn(\"mousemove\",t,e))}}),r.addEventListener(n,\"mouseover\",function(e){for(var r=e.target;r&&r!==n;)r=r.parentNode;r===n&&t.fire(new fn(\"mouseover\",t,e))}),r.addEventListener(n,\"touchstart\",function(r){var n=new pn(\"touchstart\",t,r);t.fire(n),n.defaultPrevented||(e.interactive&&t.stop(),t.boxZoom.isActive()||t.dragRotate.isActive()||t.dragPan.onTouchStart(r),t.touchZoomRotate.onStart(r),t.doubleClickZoom.onTouchStart(n))},{passive:!1}),r.addEventListener(n,\"touchmove\",function(e){t.fire(new pn(\"touchmove\",t,e))},{passive:!1}),r.addEventListener(n,\"touchend\",function(e){t.fire(new pn(\"touchend\",t,e))}),r.addEventListener(n,\"touchcancel\",function(e){t.fire(new pn(\"touchcancel\",t,e))}),r.addEventListener(n,\"click\",function(a){var i=r.mousePos(n,a);(!o||i.equals(o)||i.dist(o)<e.clickTolerance)&&t.fire(new fn(\"click\",t,a))}),r.addEventListener(n,\"dblclick\",function(e){var r=new fn(\"dblclick\",t,e);t.fire(r),r.defaultPrevented||t.doubleClickZoom.onDblClick(r)}),r.addEventListener(n,\"contextmenu\",function(e){var r=t.dragRotate.isActive();i||r?i&&(a=e):t.fire(new fn(\"contextmenu\",t,e)),(t.dragRotate.isEnabled()||t.listens(\"contextmenu\"))&&e.preventDefault()}),r.addEventListener(n,\"wheel\",function(r){e.interactive&&t.stop();var n=new dn(\"wheel\",t,r);t.fire(n),n.defaultPrevented||t.scrollZoom.onWheel(r)},{passive:!1})}(this,e),this._hash=e.hash&&(new hn).addTo(this),this._hash&&this._hash._onHashChange()||(this.jumpTo({center:e.center,zoom:e.zoom,bearing:e.bearing,pitch:e.pitch}),e.bounds&&(this.resize(),this.fitBounds(e.bounds,t.extend({},e.fitBoundsOptions,{duration:0})))),this.resize(),this._localIdeographFontFamily=e.localIdeographFontFamily,e.style&&this.setStyle(e.style,{localIdeographFontFamily:e.localIdeographFontFamily}),e.attributionControl&&this.addControl(new En({customAttribution:e.customAttribution})),this.addControl(new Ln,e.logoPosition),this.on(\"style.load\",function(){a.transform.unmodified&&a.jumpTo(a.style.stylesheet)}),this.on(\"data\",function(e){a._update(\"style\"===e.dataType),a.fire(new t.Event(e.dataType+\"data\",e))}),this.on(\"dataloading\",function(e){a.fire(new t.Event(e.dataType+\"dataloading\",e))})}n&&(a.__proto__=n),a.prototype=Object.create(n&&n.prototype),a.prototype.constructor=a;var i={showTileBoundaries:{configurable:!0},showCollisionBoxes:{configurable:!0},showOverdrawInspector:{configurable:!0},repaint:{configurable:!0},vertices:{configurable:!0},version:{configurable:!0}};return a.prototype._getMapId=function(){return this._mapId},a.prototype.addControl=function(e,r){if(void 0===r&&e.getDefaultPosition&&(r=e.getDefaultPosition()),void 0===r&&(r=\"top-right\"),!e||!e.onAdd)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.addControl(). Argument must be a control with onAdd and onRemove methods.\")));var n=e.onAdd(this);this._controls.push(e);var a=this._controlPositions[r];return-1!==r.indexOf(\"bottom\")?a.insertBefore(n,a.firstChild):a.appendChild(n),this},a.prototype.removeControl=function(e){if(!e||!e.onRemove)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.removeControl(). Argument must be a control with onAdd and onRemove methods.\")));var r=this._controls.indexOf(e);return r>-1&&this._controls.splice(r,1),e.onRemove(this),this},a.prototype.resize=function(e){var r=this._containerDimensions(),n=r[0],a=r[1];return this._resizeCanvas(n,a),this.transform.resize(n,a),this.painter.resize(n,a),this.fire(new t.Event(\"movestart\",e)).fire(new t.Event(\"move\",e)).fire(new t.Event(\"resize\",e)).fire(new t.Event(\"moveend\",e)),this},a.prototype.getBounds=function(){return this.transform.getBounds()},a.prototype.getMaxBounds=function(){return this.transform.getMaxBounds()},a.prototype.setMaxBounds=function(e){return this.transform.setMaxBounds(t.LngLatBounds.convert(e)),this._update()},a.prototype.setMinZoom=function(t){if((t=null==t?0:t)>=0&&t<=this.transform.maxZoom)return this.transform.minZoom=t,this._update(),this.getZoom()<t&&this.setZoom(t),this;throw new Error(\"minZoom must be between 0 and the current maxZoom, inclusive\")},a.prototype.getMinZoom=function(){return this.transform.minZoom},a.prototype.setMaxZoom=function(t){if((t=null==t?22:t)>=this.transform.minZoom)return this.transform.maxZoom=t,this._update(),this.getZoom()>t&&this.setZoom(t),this;throw new Error(\"maxZoom must be greater than the current minZoom\")},a.prototype.getRenderWorldCopies=function(){return this.transform.renderWorldCopies},a.prototype.setRenderWorldCopies=function(t){return this.transform.renderWorldCopies=t,this._update()},a.prototype.getMaxZoom=function(){return this.transform.maxZoom},a.prototype.project=function(e){return this.transform.locationPoint(t.LngLat.convert(e))},a.prototype.unproject=function(e){return this.transform.pointLocation(t.Point.convert(e))},a.prototype.isMoving=function(){return this._moving||this.dragPan.isActive()||this.dragRotate.isActive()||this.scrollZoom.isActive()},a.prototype.isZooming=function(){return this._zooming||this.scrollZoom.isZooming()},a.prototype.isRotating=function(){return this._rotating||this.dragRotate.isActive()},a.prototype.on=function(t,e,r){var a=this;if(void 0===r)return n.prototype.on.call(this,t,e);var i=function(){var n;if(\"mouseenter\"===t||\"mouseover\"===t){var i=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){var o=a.getLayer(e)?a.queryRenderedFeatures(n.point,{layers:[e]}):[];o.length?i||(i=!0,r.call(a,new fn(t,a,n.originalEvent,{features:o}))):i=!1},mouseout:function(){i=!1}}}}if(\"mouseleave\"===t||\"mouseout\"===t){var o=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){(a.getLayer(e)?a.queryRenderedFeatures(n.point,{layers:[e]}):[]).length?o=!0:o&&(o=!1,r.call(a,new fn(t,a,n.originalEvent)))},mouseout:function(e){o&&(o=!1,r.call(a,new fn(t,a,e.originalEvent)))}}}}return{layer:e,listener:r,delegates:(n={},n[t]=function(t){var n=a.getLayer(e)?a.queryRenderedFeatures(t.point,{layers:[e]}):[];n.length&&(t.features=n,r.call(a,t),delete t.features)},n)}}();for(var o in this._delegatedListeners=this._delegatedListeners||{},this._delegatedListeners[t]=this._delegatedListeners[t]||[],this._delegatedListeners[t].push(i),i.delegates)this.on(o,i.delegates[o]);return this},a.prototype.off=function(t,e,r){if(void 0===r)return n.prototype.off.call(this,t,e);if(this._delegatedListeners&&this._delegatedListeners[t])for(var a=this._delegatedListeners[t],i=0;i<a.length;i++){var o=a[i];if(o.layer===e&&o.listener===r){for(var s in o.delegates)this.off(s,o.delegates[s]);return a.splice(i,1),this}}return this},a.prototype.queryRenderedFeatures=function(e,r){if(!this.style)return[];var n;if(void 0!==r||void 0===e||e instanceof t.Point||Array.isArray(e)||(r=e,e=void 0),r=r||{},(e=e||[[0,0],[this.transform.width,this.transform.height]])instanceof t.Point||\"number\"==typeof e[0])n=[t.Point.convert(e)];else{var a=t.Point.convert(e[0]),i=t.Point.convert(e[1]);n=[a,new t.Point(i.x,a.y),i,new t.Point(a.x,i.y),a]}return this.style.queryRenderedFeatures(n,r,this.transform)},a.prototype.querySourceFeatures=function(t,e){return this.style.querySourceFeatures(t,e)},a.prototype.setStyle=function(e,r){return!1!==(r=t.extend({},{localIdeographFontFamily:this._localIdeographFontFamily},r)).diff&&r.localIdeographFontFamily===this._localIdeographFontFamily&&this.style&&e?(this._diffStyle(e,r),this):(this._localIdeographFontFamily=r.localIdeographFontFamily,this._updateStyle(e,r))},a.prototype._updateStyle=function(t,e){return this.style&&(this.style.setEventedParent(null),this.style._remove()),t?(this.style=new Re(this,e||{}),this.style.setEventedParent(this,{style:this.style}),\"string\"==typeof t?this.style.loadURL(t):this.style.loadJSON(t),this):(delete this.style,this)},a.prototype._diffStyle=function(e,r){var n=this;if(\"string\"==typeof e){var a=this._requestManager.normalizeStyleURL(e),i=this._requestManager.transformRequest(a,t.ResourceType.Style);t.getJSON(i,function(e,a){e?n.fire(new t.ErrorEvent(e)):a&&n._updateDiff(a,r)})}else\"object\"==typeof e&&this._updateDiff(e,r)},a.prototype._updateDiff=function(e,r){try{this.style.setState(e)&&this._update(!0)}catch(n){t.warnOnce(\"Unable to perform style diff: \"+(n.message||n.error||n)+\".  Rebuilding the style from scratch.\"),this._updateStyle(e,r)}},a.prototype.getStyle=function(){if(this.style)return this.style.serialize()},a.prototype.isStyleLoaded=function(){return this.style?this.style.loaded():t.warnOnce(\"There is no style added to the map.\")},a.prototype.addSource=function(t,e){return this.style.addSource(t,e),this._update(!0)},a.prototype.isSourceLoaded=function(e){var r=this.style&&this.style.sourceCaches[e];if(void 0!==r)return r.loaded();this.fire(new t.ErrorEvent(new Error(\"There is no source with ID '\"+e+\"'\")))},a.prototype.areTilesLoaded=function(){var t=this.style&&this.style.sourceCaches;for(var e in t){var r=t[e]._tiles;for(var n in r){var a=r[n];if(\"loaded\"!==a.state&&\"errored\"!==a.state)return!1}}return!0},a.prototype.addSourceType=function(t,e,r){return this.style.addSourceType(t,e,r)},a.prototype.removeSource=function(t){return this.style.removeSource(t),this._update(!0)},a.prototype.getSource=function(t){return this.style.getSource(t)},a.prototype.addImage=function(e,r,n){void 0===n&&(n={});var a=n.pixelRatio;void 0===a&&(a=1);var i=n.sdf;if(void 0===i&&(i=!1),r instanceof Pn){var o=t.browser.getImageData(r),s=o.width,l=o.height,c=o.data;this.style.addImage(e,{data:new t.RGBAImage({width:s,height:l},c),pixelRatio:a,sdf:i,version:0})}else{if(void 0===r.width||void 0===r.height)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.addImage(). The second argument must be an `HTMLImageElement`, `ImageData`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));var u=r.width,h=r.height,f=r.data,p=r;this.style.addImage(e,{data:new t.RGBAImage({width:u,height:h},new Uint8Array(f)),pixelRatio:a,sdf:i,version:0,userImage:p}),p.onAdd&&p.onAdd(this,e)}},a.prototype.updateImage=function(e,r){var n=this.style.getImage(e);if(!n)return this.fire(new t.ErrorEvent(new Error(\"The map has no image with that id. If you are adding a new image use `map.addImage(...)` instead.\")));var a=r instanceof Pn?t.browser.getImageData(r):r,i=a.width,o=a.height,s=a.data;if(void 0===i||void 0===o)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.updateImage(). The second argument must be an `HTMLImageElement`, `ImageData`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));if(i!==n.data.width||o!==n.data.height)return this.fire(new t.ErrorEvent(new Error(\"The width and height of the updated image must be that same as the previous version of the image\")));var l=!(r instanceof Pn);n.data.replace(s,l),this.style.updateImage(e,n)},a.prototype.hasImage=function(e){return e?!!this.style.getImage(e):(this.fire(new t.ErrorEvent(new Error(\"Missing required image id\"))),!1)},a.prototype.removeImage=function(t){this.style.removeImage(t)},a.prototype.loadImage=function(e,r){t.getImage(this._requestManager.transformRequest(e,t.ResourceType.Image),r)},a.prototype.listImages=function(){return this.style.listImages()},a.prototype.addLayer=function(t,e){return this.style.addLayer(t,e),this._update(!0)},a.prototype.moveLayer=function(t,e){return this.style.moveLayer(t,e),this._update(!0)},a.prototype.removeLayer=function(t){return this.style.removeLayer(t),this._update(!0)},a.prototype.getLayer=function(t){return this.style.getLayer(t)},a.prototype.setFilter=function(t,e,r){return void 0===r&&(r={}),this.style.setFilter(t,e,r),this._update(!0)},a.prototype.setLayerZoomRange=function(t,e,r){return this.style.setLayerZoomRange(t,e,r),this._update(!0)},a.prototype.getFilter=function(t){return this.style.getFilter(t)},a.prototype.setPaintProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setPaintProperty(t,e,r,n),this._update(!0)},a.prototype.getPaintProperty=function(t,e){return this.style.getPaintProperty(t,e)},a.prototype.setLayoutProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setLayoutProperty(t,e,r,n),this._update(!0)},a.prototype.getLayoutProperty=function(t,e){return this.style.getLayoutProperty(t,e)},a.prototype.setLight=function(t,e){return void 0===e&&(e={}),this.style.setLight(t,e),this._update(!0)},a.prototype.getLight=function(){return this.style.getLight()},a.prototype.setFeatureState=function(t,e){return this.style.setFeatureState(t,e),this._update()},a.prototype.removeFeatureState=function(t,e){return this.style.removeFeatureState(t,e),this._update()},a.prototype.getFeatureState=function(t){return this.style.getFeatureState(t)},a.prototype.getContainer=function(){return this._container},a.prototype.getCanvasContainer=function(){return this._canvasContainer},a.prototype.getCanvas=function(){return this._canvas},a.prototype._containerDimensions=function(){var t=0,e=0;return this._container&&(t=this._container.clientWidth||400,e=this._container.clientHeight||300),[t,e]},a.prototype._detectMissingCSS=function(){\"rgb(250, 128, 114)\"!==t.window.getComputedStyle(this._missingCSSCanary).getPropertyValue(\"background-color\")&&t.warnOnce(\"This page appears to be missing CSS declarations for Mapbox GL JS, which may cause the map to display incorrectly. Please ensure your page includes mapbox-gl.css, as described in https://www.mapbox.com/mapbox-gl-js/api/.\")},a.prototype._setupContainer=function(){var t=this._container;t.classList.add(\"mapboxgl-map\"),(this._missingCSSCanary=r.create(\"div\",\"mapboxgl-canary\",t)).style.visibility=\"hidden\",this._detectMissingCSS();var e=this._canvasContainer=r.create(\"div\",\"mapboxgl-canvas-container\",t);this._interactive&&e.classList.add(\"mapboxgl-interactive\"),this._canvas=r.create(\"canvas\",\"mapboxgl-canvas\",e),this._canvas.style.position=\"absolute\",this._canvas.addEventListener(\"webglcontextlost\",this._contextLost,!1),this._canvas.addEventListener(\"webglcontextrestored\",this._contextRestored,!1),this._canvas.setAttribute(\"tabindex\",\"0\"),this._canvas.setAttribute(\"aria-label\",\"Map\");var n=this._containerDimensions();this._resizeCanvas(n[0],n[1]);var a=this._controlContainer=r.create(\"div\",\"mapboxgl-control-container\",t),i=this._controlPositions={};[\"top-left\",\"top-right\",\"bottom-left\",\"bottom-right\"].forEach(function(t){i[t]=r.create(\"div\",\"mapboxgl-ctrl-\"+t,a)})},a.prototype._resizeCanvas=function(e,r){var n=t.window.devicePixelRatio||1;this._canvas.width=n*e,this._canvas.height=n*r,this._canvas.style.width=e+\"px\",this._canvas.style.height=r+\"px\"},a.prototype._setupPainter=function(){var r=t.extend({},e.webGLContextAttributes,{failIfMajorPerformanceCaveat:this._failIfMajorPerformanceCaveat,preserveDrawingBuffer:this._preserveDrawingBuffer,antialias:this._antialias||!1}),n=this._canvas.getContext(\"webgl\",r)||this._canvas.getContext(\"experimental-webgl\",r);n?(this.painter=new an(n,this.transform),t.webpSupported.testSupport(n)):this.fire(new t.ErrorEvent(new Error(\"Failed to initialize WebGL\")))},a.prototype._contextLost=function(e){e.preventDefault(),this._frame&&(this._frame.cancel(),this._frame=null),this.fire(new t.Event(\"webglcontextlost\",{originalEvent:e}))},a.prototype._contextRestored=function(e){this._setupPainter(),this.resize(),this._update(),this.fire(new t.Event(\"webglcontextrestored\",{originalEvent:e}))},a.prototype.loaded=function(){return!this._styleDirty&&!this._sourcesDirty&&!!this.style&&this.style.loaded()},a.prototype._update=function(t){return this.style?(this._styleDirty=this._styleDirty||t,this._sourcesDirty=!0,this.triggerRepaint(),this):this},a.prototype._requestRenderFrame=function(t){return this._update(),this._renderTaskQueue.add(t)},a.prototype._cancelRenderFrame=function(t){this._renderTaskQueue.remove(t)},a.prototype._render=function(){this.painter.context.setDirty(),this.painter.setBaseState(),this._renderTaskQueue.run();var e=!1;if(this.style&&this._styleDirty){this._styleDirty=!1;var r=this.transform.zoom,n=t.browser.now();this.style.zoomHistory.update(r,n);var a=new t.EvaluationParameters(r,{now:n,fadeDuration:this._fadeDuration,zoomHistory:this.style.zoomHistory,transition:this.style.getTransition()}),i=a.crossFadingFactor();1===i&&i===this._crossFadingFactor||(e=!0,this._crossFadingFactor=i),this.style.update(a)}return this.style&&this._sourcesDirty&&(this._sourcesDirty=!1,this.style._updateSources(this.transform)),this._placementDirty=this.style&&this.style._updatePlacement(this.painter.transform,this.showCollisionBoxes,this._fadeDuration,this._crossSourceCollisions),this.painter.render(this.style,{showTileBoundaries:this.showTileBoundaries,showOverdrawInspector:this._showOverdrawInspector,rotating:this.isRotating(),zooming:this.isZooming(),moving:this.isMoving(),fadeDuration:this._fadeDuration}),this.fire(new t.Event(\"render\")),this.loaded()&&!this._loaded&&(this._loaded=!0,this.fire(new t.Event(\"load\"))),this.style&&(this.style.hasTransitions()||e)&&(this._styleDirty=!0),this.style&&!this._placementDirty&&this.style._releaseSymbolFadeTiles(),this._sourcesDirty||this._repaint||this._styleDirty||this._placementDirty?this.triggerRepaint():!this.isMoving()&&this.loaded()&&this.fire(new t.Event(\"idle\")),this},a.prototype.remove=function(){this._hash&&this._hash.remove();for(var e=0,r=this._controls;e<r.length;e+=1)r[e].onRemove(this);this._controls=[],this._frame&&(this._frame.cancel(),this._frame=null),this._renderTaskQueue.clear(),this.setStyle(null),void 0!==t.window&&(t.window.removeEventListener(\"resize\",this._onWindowResize,!1),t.window.removeEventListener(\"online\",this._onWindowOnline,!1));var n=this.painter.context.gl.getExtension(\"WEBGL_lose_context\");n&&n.loseContext(),Dn(this._canvasContainer),Dn(this._controlContainer),Dn(this._missingCSSCanary),this._container.classList.remove(\"mapboxgl-map\"),this.fire(new t.Event(\"remove\"))},a.prototype.triggerRepaint=function(){var e=this;this.style&&!this._frame&&(this._frame=t.browser.frame(function(){e._frame=null,e._render()}))},a.prototype._onWindowOnline=function(){this._update()},a.prototype._onWindowResize=function(){this._trackResize&&this.resize()._update()},i.showTileBoundaries.get=function(){return!!this._showTileBoundaries},i.showTileBoundaries.set=function(t){this._showTileBoundaries!==t&&(this._showTileBoundaries=t,this._update())},i.showCollisionBoxes.get=function(){return!!this._showCollisionBoxes},i.showCollisionBoxes.set=function(t){this._showCollisionBoxes!==t&&(this._showCollisionBoxes=t,t?this.style._generateCollisionBoxes():this._update())},i.showOverdrawInspector.get=function(){return!!this._showOverdrawInspector},i.showOverdrawInspector.set=function(t){this._showOverdrawInspector!==t&&(this._showOverdrawInspector=t,this._update())},i.repaint.get=function(){return!!this._repaint},i.repaint.set=function(t){this._repaint!==t&&(this._repaint=t,this.triggerRepaint())},i.vertices.get=function(){return!!this._vertices},i.vertices.set=function(t){this._vertices=t,this._update()},a.prototype._setCacheLimits=function(e,r){t.setCacheLimits(e,r)},i.version.get=function(){return t.version},Object.defineProperties(a.prototype,i),a}(Sn);function Dn(t){t.parentNode&&t.parentNode.removeChild(t)}var Rn={showCompass:!0,showZoom:!0,visualizePitch:!1},Fn=function(e){var n=this;this.options=t.extend({},Rn,e),this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._container.addEventListener(\"contextmenu\",function(t){return t.preventDefault()}),this.options.showZoom&&(t.bindAll([\"_updateZoomButtons\"],this),this._zoomInButton=this._createButton(\"mapboxgl-ctrl-icon mapboxgl-ctrl-zoom-in\",\"Zoom in\",function(){return n._map.zoomIn()}),this._zoomOutButton=this._createButton(\"mapboxgl-ctrl-icon mapboxgl-ctrl-zoom-out\",\"Zoom out\",function(){return n._map.zoomOut()})),this.options.showCompass&&(t.bindAll([\"_rotateCompassArrow\"],this),this._compass=this._createButton(\"mapboxgl-ctrl-icon mapboxgl-ctrl-compass\",\"Reset bearing to north\",function(){n.options.visualizePitch?n._map.resetNorthPitch():n._map.resetNorth()}),this._compassArrow=r.create(\"span\",\"mapboxgl-ctrl-compass-arrow\",this._compass))};function Bn(e,r,n){if(e=new t.LngLat(e.lng,e.lat),r){var a=new t.LngLat(e.lng-360,e.lat),i=new t.LngLat(e.lng+360,e.lat),o=n.locationPoint(e).distSqr(r);n.locationPoint(a).distSqr(r)<o?e=a:n.locationPoint(i).distSqr(r)<o&&(e=i)}for(;Math.abs(e.lng-n.center.lng)>180;){var s=n.locationPoint(e);if(s.x>=0&&s.y>=0&&s.x<=n.width&&s.y<=n.height)break;e.lng>n.center.lng?e.lng-=360:e.lng+=360}return e}Fn.prototype._updateZoomButtons=function(){var t=this._map.getZoom();t===this._map.getMaxZoom()?this._zoomInButton.classList.add(\"mapboxgl-ctrl-icon-disabled\"):this._zoomInButton.classList.remove(\"mapboxgl-ctrl-icon-disabled\"),t===this._map.getMinZoom()?this._zoomOutButton.classList.add(\"mapboxgl-ctrl-icon-disabled\"):this._zoomOutButton.classList.remove(\"mapboxgl-ctrl-icon-disabled\")},Fn.prototype._rotateCompassArrow=function(){var t=this.options.visualizePitch?\"scale(\"+1/Math.pow(Math.cos(this._map.transform.pitch*(Math.PI/180)),.5)+\") rotateX(\"+this._map.transform.pitch+\"deg) rotateZ(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\":\"rotate(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\";this._compassArrow.style.transform=t},Fn.prototype.onAdd=function(t){return this._map=t,this.options.showZoom&&(this._map.on(\"zoom\",this._updateZoomButtons),this._updateZoomButtons()),this.options.showCompass&&(this.options.visualizePitch&&this._map.on(\"pitch\",this._rotateCompassArrow),this._map.on(\"rotate\",this._rotateCompassArrow),this._rotateCompassArrow(),this._handler=new yn(t,{button:\"left\",element:this._compass}),r.addEventListener(this._compass,\"mousedown\",this._handler.onMouseDown),r.addEventListener(this._compass,\"touchstart\",this._handler.onMouseDown,{passive:!1}),this._handler.enable()),this._container},Fn.prototype.onRemove=function(){r.remove(this._container),this.options.showZoom&&this._map.off(\"zoom\",this._updateZoomButtons),this.options.showCompass&&(this.options.visualizePitch&&this._map.off(\"pitch\",this._rotateCompassArrow),this._map.off(\"rotate\",this._rotateCompassArrow),r.removeEventListener(this._compass,\"mousedown\",this._handler.onMouseDown),r.removeEventListener(this._compass,\"touchstart\",this._handler.onMouseDown,{passive:!1}),this._handler.disable(),delete this._handler),delete this._map},Fn.prototype._createButton=function(t,e,n){var a=r.create(\"button\",t,this._container);return a.type=\"button\",a.title=e,a.setAttribute(\"aria-label\",e),a.addEventListener(\"click\",n),a};var Nn={center:\"translate(-50%,-50%)\",top:\"translate(-50%,0)\",\"top-left\":\"translate(0,0)\",\"top-right\":\"translate(-100%,0)\",bottom:\"translate(-50%,-100%)\",\"bottom-left\":\"translate(0,-100%)\",\"bottom-right\":\"translate(-100%,-100%)\",left:\"translate(0,-50%)\",right:\"translate(-100%,-50%)\"};function jn(t,e,r){var n=t.classList;for(var a in Nn)n.remove(\"mapboxgl-\"+r+\"-anchor-\"+a);n.add(\"mapboxgl-\"+r+\"-anchor-\"+e)}var Vn,Un=function(e){function n(n,a){if(e.call(this),(n instanceof t.window.HTMLElement||a)&&(n=t.extend({element:n},a)),t.bindAll([\"_update\",\"_onMove\",\"_onUp\",\"_addDragHandler\",\"_onMapClick\"],this),this._anchor=n&&n.anchor||\"center\",this._color=n&&n.color||\"#3FB1CE\",this._draggable=n&&n.draggable||!1,this._state=\"inactive\",n&&n.element)this._element=n.element,this._offset=t.Point.convert(n&&n.offset||[0,0]);else{this._defaultMarker=!0,this._element=r.create(\"div\");var i=r.createNS(\"http://www.w3.org/2000/svg\",\"svg\");i.setAttributeNS(null,\"display\",\"block\"),i.setAttributeNS(null,\"height\",\"41px\"),i.setAttributeNS(null,\"width\",\"27px\"),i.setAttributeNS(null,\"viewBox\",\"0 0 27 41\");var o=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");o.setAttributeNS(null,\"stroke\",\"none\"),o.setAttributeNS(null,\"stroke-width\",\"1\"),o.setAttributeNS(null,\"fill\",\"none\"),o.setAttributeNS(null,\"fill-rule\",\"evenodd\");var s=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");s.setAttributeNS(null,\"fill-rule\",\"nonzero\");var l=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");l.setAttributeNS(null,\"transform\",\"translate(3.0, 29.0)\"),l.setAttributeNS(null,\"fill\",\"#000000\");for(var c=0,u=[{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"9.5\",ry:\"4.77275007\"},{rx:\"8.5\",ry:\"4.29549936\"},{rx:\"7.5\",ry:\"3.81822308\"},{rx:\"6.5\",ry:\"3.34094679\"},{rx:\"5.5\",ry:\"2.86367051\"},{rx:\"4.5\",ry:\"2.38636864\"}];c<u.length;c+=1){var h=u[c],f=r.createNS(\"http://www.w3.org/2000/svg\",\"ellipse\");f.setAttributeNS(null,\"opacity\",\"0.04\"),f.setAttributeNS(null,\"cx\",\"10.5\"),f.setAttributeNS(null,\"cy\",\"5.80029008\"),f.setAttributeNS(null,\"rx\",h.rx),f.setAttributeNS(null,\"ry\",h.ry),l.appendChild(f)}var p=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");p.setAttributeNS(null,\"fill\",this._color);var d=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");d.setAttributeNS(null,\"d\",\"M27,13.5 C27,19.074644 20.250001,27.000002 14.75,34.500002 C14.016665,35.500004 12.983335,35.500004 12.25,34.500002 C6.7499993,27.000002 0,19.222562 0,13.5 C0,6.0441559 6.0441559,0 13.5,0 C20.955844,0 27,6.0441559 27,13.5 Z\"),p.appendChild(d);var g=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");g.setAttributeNS(null,\"opacity\",\"0.25\"),g.setAttributeNS(null,\"fill\",\"#000000\");var v=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");v.setAttributeNS(null,\"d\",\"M13.5,0 C6.0441559,0 0,6.0441559 0,13.5 C0,19.222562 6.7499993,27 12.25,34.5 C13,35.522727 14.016664,35.500004 14.75,34.5 C20.250001,27 27,19.074644 27,13.5 C27,6.0441559 20.955844,0 13.5,0 Z M13.5,1 C20.415404,1 26,6.584596 26,13.5 C26,15.898657 24.495584,19.181431 22.220703,22.738281 C19.945823,26.295132 16.705119,30.142167 13.943359,33.908203 C13.743445,34.180814 13.612715,34.322738 13.5,34.441406 C13.387285,34.322738 13.256555,34.180814 13.056641,33.908203 C10.284481,30.127985 7.4148684,26.314159 5.015625,22.773438 C2.6163816,19.232715 1,15.953538 1,13.5 C1,6.584596 6.584596,1 13.5,1 Z\"),g.appendChild(v);var m=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");m.setAttributeNS(null,\"transform\",\"translate(6.0, 7.0)\"),m.setAttributeNS(null,\"fill\",\"#FFFFFF\");var y=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");y.setAttributeNS(null,\"transform\",\"translate(8.0, 8.0)\");var x=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");x.setAttributeNS(null,\"fill\",\"#000000\"),x.setAttributeNS(null,\"opacity\",\"0.25\"),x.setAttributeNS(null,\"cx\",\"5.5\"),x.setAttributeNS(null,\"cy\",\"5.5\"),x.setAttributeNS(null,\"r\",\"5.4999962\");var b=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");b.setAttributeNS(null,\"fill\",\"#FFFFFF\"),b.setAttributeNS(null,\"cx\",\"5.5\"),b.setAttributeNS(null,\"cy\",\"5.5\"),b.setAttributeNS(null,\"r\",\"5.4999962\"),y.appendChild(x),y.appendChild(b),s.appendChild(l),s.appendChild(p),s.appendChild(g),s.appendChild(m),s.appendChild(y),i.appendChild(s),this._element.appendChild(i),this._offset=t.Point.convert(n&&n.offset||[0,-14])}this._element.classList.add(\"mapboxgl-marker\"),this._element.addEventListener(\"dragstart\",function(t){t.preventDefault()}),jn(this._element,this._anchor,\"marker\"),this._popup=null}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(t){return this.remove(),this._map=t,t.getCanvasContainer().appendChild(this._element),t.on(\"move\",this._update),t.on(\"moveend\",this._update),this.setDraggable(this._draggable),this._update(),this._map.on(\"click\",this._onMapClick),this},n.prototype.remove=function(){return this._map&&(this._map.off(\"click\",this._onMapClick),this._map.off(\"move\",this._update),this._map.off(\"moveend\",this._update),this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler),this._map.off(\"mouseup\",this._onUp),this._map.off(\"touchend\",this._onUp),this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),delete this._map),r.remove(this._element),this._popup&&this._popup.remove(),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._popup&&this._popup.setLngLat(this._lngLat),this._update(),this},n.prototype.getElement=function(){return this._element},n.prototype.setPopup=function(t){if(this._popup&&(this._popup.remove(),this._popup=null),t){if(!(\"offset\"in t.options)){var e=Math.sqrt(Math.pow(13.5,2)/2);t.options.offset=this._defaultMarker?{top:[0,0],\"top-left\":[0,0],\"top-right\":[0,0],bottom:[0,-38.1],\"bottom-left\":[e,-1*(24.6+e)],\"bottom-right\":[-e,-1*(24.6+e)],left:[13.5,-24.6],right:[-13.5,-24.6]}:this._offset}this._popup=t,this._lngLat&&this._popup.setLngLat(this._lngLat)}return this},n.prototype._onMapClick=function(t){var e=t.originalEvent.target,r=this._element;this._popup&&(e===r||r.contains(e))&&this.togglePopup()},n.prototype.getPopup=function(){return this._popup},n.prototype.togglePopup=function(){var t=this._popup;return t?(t.isOpen()?t.remove():t.addTo(this._map),this):this},n.prototype._update=function(t){this._map&&(this._map.transform.renderWorldCopies&&(this._lngLat=Bn(this._lngLat,this._pos,this._map.transform)),this._pos=this._map.project(this._lngLat)._add(this._offset),t&&\"moveend\"!==t.type||(this._pos=this._pos.round()),r.setTransform(this._element,Nn[this._anchor]+\" translate(\"+this._pos.x+\"px, \"+this._pos.y+\"px)\"))},n.prototype.getOffset=function(){return this._offset},n.prototype.setOffset=function(e){return this._offset=t.Point.convert(e),this._update(),this},n.prototype._onMove=function(e){this._pos=e.point.sub(this._positionDelta),this._lngLat=this._map.unproject(this._pos),this.setLngLat(this._lngLat),this._element.style.pointerEvents=\"none\",\"pending\"===this._state&&(this._state=\"active\",this.fire(new t.Event(\"dragstart\"))),this.fire(new t.Event(\"drag\"))},n.prototype._onUp=function(){this._element.style.pointerEvents=\"auto\",this._positionDelta=null,this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),\"active\"===this._state&&this.fire(new t.Event(\"dragend\")),this._state=\"inactive\"},n.prototype._addDragHandler=function(t){this._element.contains(t.originalEvent.target)&&(t.preventDefault(),this._positionDelta=t.point.sub(this._pos).add(this._offset),this._state=\"pending\",this._map.on(\"mousemove\",this._onMove),this._map.on(\"touchmove\",this._onMove),this._map.once(\"mouseup\",this._onUp),this._map.once(\"touchend\",this._onUp))},n.prototype.setDraggable=function(t){return this._draggable=!!t,this._map&&(t?(this._map.on(\"mousedown\",this._addDragHandler),this._map.on(\"touchstart\",this._addDragHandler)):(this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler))),this},n.prototype.isDraggable=function(){return this._draggable},n}(t.Evented),qn={positionOptions:{enableHighAccuracy:!1,maximumAge:0,timeout:6e3},fitBoundsOptions:{maxZoom:15},trackUserLocation:!1,showUserLocation:!0},Hn=function(e){function n(r){e.call(this),this.options=t.extend({},qn,r),t.bindAll([\"_onSuccess\",\"_onError\",\"_finish\",\"_setupUI\",\"_updateCamera\",\"_updateMarker\"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.onAdd=function(e){var n;return this._map=e,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),n=this._setupUI,void 0!==Vn?n(Vn):void 0!==t.window.navigator.permissions?t.window.navigator.permissions.query({name:\"geolocation\"}).then(function(t){Vn=\"denied\"!==t.state,n(Vn)}):(Vn=!!t.window.navigator.geolocation,n(Vn)),this._container},n.prototype.onRemove=function(){void 0!==this._geolocationWatchID&&(t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0),this.options.showUserLocation&&this._userLocationDotMarker&&this._userLocationDotMarker.remove(),r.remove(this._container),this._map=void 0},n.prototype._onSuccess=function(e){if(this.options.trackUserLocation)switch(this._lastKnownPosition=e,this._watchState){case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"BACKGROUND\":case\"BACKGROUND_ERROR\":this._watchState=\"BACKGROUND\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\")}this.options.showUserLocation&&\"OFF\"!==this._watchState&&this._updateMarker(e),this.options.trackUserLocation&&\"ACTIVE_LOCK\"!==this._watchState||this._updateCamera(e),this.options.showUserLocation&&this._dotElement.classList.remove(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"geolocate\",e)),this._finish()},n.prototype._updateCamera=function(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude),n=e.coords.accuracy,a=this._map.getBearing(),i=t.extend({bearing:a},this.options.fitBoundsOptions);this._map.fitBounds(r.toBounds(n),i,{geolocateSource:!0})},n.prototype._updateMarker=function(t){t?this._userLocationDotMarker.setLngLat([t.coords.longitude,t.coords.latitude]).addTo(this._map):this._userLocationDotMarker.remove()},n.prototype._onError=function(e){if(this.options.trackUserLocation)if(1===e.code)this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),void 0!==this._geolocationWatchID&&this._clearWatch();else switch(this._watchState){case\"WAITING_ACTIVE\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"ACTIVE_LOCK\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\");break;case\"BACKGROUND\":this._watchState=\"BACKGROUND_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\")}\"OFF\"!==this._watchState&&this.options.showUserLocation&&this._dotElement.classList.add(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"error\",e)),this._finish()},n.prototype._finish=function(){this._timeoutId&&clearTimeout(this._timeoutId),this._timeoutId=void 0},n.prototype._setupUI=function(e){var n=this;!1!==e?(this._container.addEventListener(\"contextmenu\",function(t){return t.preventDefault()}),this._geolocateButton=r.create(\"button\",\"mapboxgl-ctrl-icon mapboxgl-ctrl-geolocate\",this._container),this._geolocateButton.type=\"button\",this._geolocateButton.setAttribute(\"aria-label\",\"Geolocate\"),this.options.trackUserLocation&&(this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this._watchState=\"OFF\"),this.options.showUserLocation&&(this._dotElement=r.create(\"div\",\"mapboxgl-user-location-dot\"),this._userLocationDotMarker=new Un(this._dotElement),this.options.trackUserLocation&&(this._watchState=\"OFF\")),this._geolocateButton.addEventListener(\"click\",this.trigger.bind(this)),this._setup=!0,this.options.trackUserLocation&&this._map.on(\"movestart\",function(e){e.geolocateSource||\"ACTIVE_LOCK\"!==n._watchState||(n._watchState=\"BACKGROUND\",n._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\"),n._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),n.fire(new t.Event(\"trackuserlocationend\")))})):t.warnOnce(\"Geolocation support is not available, the GeolocateControl will not be visible.\")},n.prototype.trigger=function(){if(!this._setup)return t.warnOnce(\"Geolocate control triggered before added to a map\"),!1;if(this.options.trackUserLocation){switch(this._watchState){case\"OFF\":this._watchState=\"WAITING_ACTIVE\",this.fire(new t.Event(\"trackuserlocationstart\"));break;case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":case\"BACKGROUND_ERROR\":this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this.fire(new t.Event(\"trackuserlocationend\"));break;case\"BACKGROUND\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._lastKnownPosition&&this._updateCamera(this._lastKnownPosition),this.fire(new t.Event(\"trackuserlocationstart\"))}switch(this._watchState){case\"WAITING_ACTIVE\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_LOCK\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"BACKGROUND\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\");break;case\"BACKGROUND_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\")}\"OFF\"===this._watchState&&void 0!==this._geolocationWatchID?this._clearWatch():void 0===this._geolocationWatchID&&(this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"true\"),this._geolocationWatchID=t.window.navigator.geolocation.watchPosition(this._onSuccess,this._onError,this.options.positionOptions))}else t.window.navigator.geolocation.getCurrentPosition(this._onSuccess,this._onError,this.options.positionOptions),this._timeoutId=setTimeout(this._finish,1e4);return!0},n.prototype._clearWatch=function(){t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0,this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this.options.showUserLocation&&this._updateMarker(null)},n}(t.Evented),Gn={maxWidth:100,unit:\"metric\"},Yn=function(e){this.options=t.extend({},Gn,e),t.bindAll([\"_onMove\",\"setUnit\"],this)};function Wn(t,e,r){var n,a,i,o,s,l,c=r&&r.maxWidth||100,u=t._container.clientHeight/2,h=(n=t.unproject([0,u]),a=t.unproject([c,u]),i=Math.PI/180,o=n.lat*i,s=a.lat*i,l=Math.sin(o)*Math.sin(s)+Math.cos(o)*Math.cos(s)*Math.cos((a.lng-n.lng)*i),6371e3*Math.acos(Math.min(l,1)));if(r&&\"imperial\"===r.unit){var f=3.2808*h;f>5280?Xn(e,c,f/5280,\"mi\"):Xn(e,c,f,\"ft\")}else r&&\"nautical\"===r.unit?Xn(e,c,h/1852,\"nm\"):Xn(e,c,h,\"m\")}function Xn(t,e,r,n){var a,i,o,s=(a=r,(i=Math.pow(10,(\"\"+Math.floor(a)).length-1))*(o=(o=a/i)>=10?10:o>=5?5:o>=3?3:o>=2?2:o>=1?1:function(t){var e=Math.pow(10,Math.ceil(-Math.log(t)/Math.LN10));return Math.round(t*e)/e}(o))),l=s/r;\"m\"===n&&s>=1e3&&(s/=1e3,n=\"km\"),t.style.width=e*l+\"px\",t.innerHTML=s+n}Yn.prototype.getDefaultPosition=function(){return\"bottom-left\"},Yn.prototype._onMove=function(){Wn(this._map,this._container,this.options)},Yn.prototype.onAdd=function(t){return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-scale\",t.getContainer()),this._map.on(\"move\",this._onMove),this._onMove(),this._container},Yn.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"move\",this._onMove),this._map=void 0},Yn.prototype.setUnit=function(t){this.options.unit=t,Wn(this._map,this._container,this.options)};var Zn=function(e){this._fullscreen=!1,e&&e.container&&(e.container instanceof t.window.HTMLElement?this._container=e.container:t.warnOnce(\"Full screen control 'container' must be a DOM element.\")),t.bindAll([\"_onClickFullscreen\",\"_changeIcon\"],this),\"onfullscreenchange\"in t.window.document?this._fullscreenchange=\"fullscreenchange\":\"onmozfullscreenchange\"in t.window.document?this._fullscreenchange=\"mozfullscreenchange\":\"onwebkitfullscreenchange\"in t.window.document?this._fullscreenchange=\"webkitfullscreenchange\":\"onmsfullscreenchange\"in t.window.document&&(this._fullscreenchange=\"MSFullscreenChange\"),this._className=\"mapboxgl-ctrl\"};Zn.prototype.onAdd=function(e){return this._map=e,this._container||(this._container=this._map.getContainer()),this._controlContainer=r.create(\"div\",this._className+\" mapboxgl-ctrl-group\"),this._checkFullscreenSupport()?this._setupUI():(this._controlContainer.style.display=\"none\",t.warnOnce(\"This device does not support fullscreen mode.\")),this._controlContainer},Zn.prototype.onRemove=function(){r.remove(this._controlContainer),this._map=null,t.window.document.removeEventListener(this._fullscreenchange,this._changeIcon)},Zn.prototype._checkFullscreenSupport=function(){return!!(t.window.document.fullscreenEnabled||t.window.document.mozFullScreenEnabled||t.window.document.msFullscreenEnabled||t.window.document.webkitFullscreenEnabled)},Zn.prototype._setupUI=function(){(this._fullscreenButton=r.create(\"button\",this._className+\"-icon \"+this._className+\"-fullscreen\",this._controlContainer)).type=\"button\",this._updateTitle(),this._fullscreenButton.addEventListener(\"click\",this._onClickFullscreen),t.window.document.addEventListener(this._fullscreenchange,this._changeIcon)},Zn.prototype._updateTitle=function(){var t=this._isFullscreen()?\"Exit fullscreen\":\"Enter fullscreen\";this._fullscreenButton.setAttribute(\"aria-label\",t),this._fullscreenButton.title=t},Zn.prototype._isFullscreen=function(){return this._fullscreen},Zn.prototype._changeIcon=function(){(t.window.document.fullscreenElement||t.window.document.mozFullScreenElement||t.window.document.webkitFullscreenElement||t.window.document.msFullscreenElement)===this._container!==this._fullscreen&&(this._fullscreen=!this._fullscreen,this._fullscreenButton.classList.toggle(this._className+\"-shrink\"),this._fullscreenButton.classList.toggle(this._className+\"-fullscreen\"),this._updateTitle())},Zn.prototype._onClickFullscreen=function(){this._isFullscreen()?t.window.document.exitFullscreen?t.window.document.exitFullscreen():t.window.document.mozCancelFullScreen?t.window.document.mozCancelFullScreen():t.window.document.msExitFullscreen?t.window.document.msExitFullscreen():t.window.document.webkitCancelFullScreen&&t.window.document.webkitCancelFullScreen():this._container.requestFullscreen?this._container.requestFullscreen():this._container.mozRequestFullScreen?this._container.mozRequestFullScreen():this._container.msRequestFullscreen?this._container.msRequestFullscreen():this._container.webkitRequestFullscreen&&this._container.webkitRequestFullscreen()};var Jn={closeButton:!0,closeOnClick:!0,className:\"\",maxWidth:\"240px\"},Kn=function(e){function n(r){e.call(this),this.options=t.extend(Object.create(Jn),r),t.bindAll([\"_update\",\"_onClickClose\",\"remove\"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(e){var r=this;return this._map=e,this.options.closeOnClick&&this._map.on(\"click\",this._onClickClose),this._map.on(\"remove\",this.remove),this._update(),this._trackPointer?(this._map.on(\"mousemove\",function(t){r._update(t.point)}),this._map.on(\"mouseup\",function(t){r._update(t.point)}),this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")):this._map.on(\"move\",this._update),this.fire(new t.Event(\"open\")),this},n.prototype.isOpen=function(){return!!this._map},n.prototype.remove=function(){return this._content&&r.remove(this._content),this._container&&(r.remove(this._container),delete this._container),this._map&&(this._map.off(\"move\",this._update),this._map.off(\"click\",this._onClickClose),this._map.off(\"remove\",this.remove),this._map.off(\"mousemove\"),delete this._map),this.fire(new t.Event(\"close\")),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._trackPointer=!1,this._update(),this._map&&(this._map.on(\"move\",this._update),this._map.off(\"mousemove\"),this._container.classList.remove(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.remove(\"mapboxgl-track-pointer\")),this},n.prototype.trackPointer=function(){var t=this;return this._trackPointer=!0,this._pos=null,this._map&&(this._map.off(\"move\",this._update),this._map.on(\"mousemove\",function(e){t._update(e.point)}),this._map.on(\"drag\",function(e){t._update(e.point)}),this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")),this},n.prototype.getElement=function(){return this._container},n.prototype.setText=function(e){return this.setDOMContent(t.window.document.createTextNode(e))},n.prototype.setHTML=function(e){var r,n=t.window.document.createDocumentFragment(),a=t.window.document.createElement(\"body\");for(a.innerHTML=e;r=a.firstChild;)n.appendChild(r);return this.setDOMContent(n)},n.prototype.getMaxWidth=function(){return this._container.style.maxWidth},n.prototype.setMaxWidth=function(t){return this.options.maxWidth=t,this._update(),this},n.prototype.setDOMContent=function(t){return 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n=t(\"color-normalize\"),a=t(\"array-bounds\"),i=t(\"object-assign\"),o=t(\"glslify\"),s=t(\"pick-by-alias\"),l=t(\"flatten-vertex-data\"),c=t(\"earcut\"),u=t(\"array-normalize\"),h=t(\"to-float32\"),f=h.float32,p=h.fract32,d=t(\"es6-weak-map\"),g=t(\"parse-rect\");function v(t,e){if(!(this instanceof v))return new v(t,e);if(\"function\"==typeof t?(e||(e={}),e.regl=t):e=t,e.length&&(e.positions=e),!(t=e.regl).hasExtension(\"ANGLE_instanced_arrays\"))throw Error(\"regl-error2d: `ANGLE_instanced_arrays` extension should be enabled\");this.gl=t._gl,this.regl=t,this.passes=[],this.shaders=v.shaders.has(t)?v.shaders.get(t):v.shaders.set(t,v.createShaders(t)).get(t),this.update(e)}e.exports=v,v.dashMult=2,v.maxPatternLength=256,v.precisionThreshold=3e6,v.maxPoints=1e4,v.maxLines=2048,v.shaders=new d,v.createShaders=function(t){var e,r=t.buffer({usage:\"static\",type:\"float\",data:[0,1,0,0,1,1,1,0]}),n={primitive:\"triangle strip\",instances:t.prop(\"count\"),count:4,offset:0,uniforms:{miterMode:function(t,e){return\"round\"===e.join?2:1},miterLimit:t.prop(\"miterLimit\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),thickness:t.prop(\"thickness\"),dashPattern:t.prop(\"dashTexture\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),dashSize:t.prop(\"dashLength\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]},depth:t.prop(\"depth\")},blend:{enable:!0,color:[0,0,0,0],equation:{rgb:\"add\",alpha:\"add\"},func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},depth:{enable:function(t,e){return!e.overlay}},stencil:{enable:!1},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\")},a=t(i({vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, aCoordFract, bCoordFract;\\nattribute vec4 color;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvec2 project(vec2 position, vec2 positionFract, vec2 scale, vec2 scaleFract, vec2 translate, vec2 translateFract) {\\n\\t// the order is important\\n\\treturn position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n}\\n\\nvoid main() {\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineOffset = lineTop * 2. - 1.;\\n\\n\\tvec2 diff = (bCoord + bCoordFract - aCoord - aCoordFract);\\n\\ttangent = normalize(diff * scale * viewport.zw);\\n\\tvec2 normal = vec2(-tangent.y, tangent.x);\\n\\n\\tvec2 position = project(aCoord, aCoordFract, scale, scaleFract, translate, translateFract) * lineStart\\n\\t\\t+ project(bCoord, bCoordFract, scale, scaleFract, translate, translateFract) * lineEnd\\n\\n\\t\\t+ thickness * normal * .5 * lineOffset / viewport.zw;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D dashPattern;\\n\\nuniform float dashSize, pixelRatio, thickness, opacity, id;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvoid main() {\\n\\tfloat alpha = 1.;\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashSize) * .5 + .25;\\n\\tfloat dash = texture2D(dashPattern, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},aCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8,divisor:1},bCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:16,divisor:1},color:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1}}},n));try{e=t(i({cull:{enable:!0,face:\"back\"},vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, nextCoord, prevCoord;\\nattribute vec4 aColor, bColor;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, translate;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\nuniform float miterLimit, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 tangent;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nconst float REVERSE_THRESHOLD = -.875;\\nconst float MIN_DIFF = 1e-6;\\n\\n// TODO: possible optimizations: avoid overcalculating all for vertices and calc just one instead\\n// TODO: precalculate dot products, normalize things beforehead etc.\\n// TODO: refactor to rectangular algorithm\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nbool isNaN( float val ){\\n  return ( val < 0.0 || 0.0 < val || val == 0.0 ) ? false : true;\\n}\\n\\nvoid main() {\\n\\tvec2 aCoord = aCoord, bCoord = bCoord, prevCoord = prevCoord, nextCoord = nextCoord;\\n\\n  vec2 adjustedScale;\\n  adjustedScale.x = (abs(scale.x) < MIN_DIFF) ? MIN_DIFF : scale.x;\\n  adjustedScale.y = (abs(scale.y) < MIN_DIFF) ? MIN_DIFF : scale.y;\\n\\n  vec2 scaleRatio = adjustedScale * viewport.zw;\\n\\tvec2 normalWidth = thickness / scaleRatio;\\n\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineBot = 1. - lineTop;\\n\\n\\tfragColor = (lineStart * aColor + lineEnd * bColor) / 255.;\\n\\n\\tif (isNaN(aCoord.x) || isNaN(aCoord.y) || isNaN(bCoord.x) || isNaN(bCoord.y)) return;\\n\\n\\tif (aCoord == prevCoord) prevCoord = aCoord + normalize(bCoord - aCoord);\\n\\tif (bCoord == nextCoord) nextCoord = bCoord - normalize(bCoord - aCoord);\\n\\n\\tvec2 prevDiff = aCoord - prevCoord;\\n\\tvec2 currDiff = bCoord - aCoord;\\n\\tvec2 nextDiff = nextCoord - bCoord;\\n\\n\\tvec2 prevTangent = normalize(prevDiff * scaleRatio);\\n\\tvec2 currTangent = normalize(currDiff * scaleRatio);\\n\\tvec2 nextTangent = normalize(nextDiff * scaleRatio);\\n\\n\\tvec2 prevNormal = vec2(-prevTangent.y, prevTangent.x);\\n\\tvec2 currNormal = vec2(-currTangent.y, currTangent.x);\\n\\tvec2 nextNormal = vec2(-nextTangent.y, nextTangent.x);\\n\\n\\tvec2 startJoinDirection = normalize(prevTangent - currTangent);\\n\\tvec2 endJoinDirection = normalize(currTangent - nextTangent);\\n\\n\\t// collapsed/unidirectional segment cases\\n\\t// FIXME: there should be more elegant solution\\n\\tvec2 prevTanDiff = abs(prevTangent - currTangent);\\n\\tvec2 nextTanDiff = abs(nextTangent - currTangent);\\n\\tif (max(prevTanDiff.x, prevTanDiff.y) < MIN_DIFF) {\\n\\t\\tstartJoinDirection = currNormal;\\n\\t}\\n\\tif (max(nextTanDiff.x, nextTanDiff.y) < MIN_DIFF) {\\n\\t\\tendJoinDirection = currNormal;\\n\\t}\\n\\tif (aCoord == bCoord) {\\n\\t\\tendJoinDirection = startJoinDirection;\\n\\t\\tcurrNormal = prevNormal;\\n\\t\\tcurrTangent = prevTangent;\\n\\t}\\n\\n\\ttangent = currTangent;\\n\\n\\t//calculate join shifts relative to normals\\n\\tfloat startJoinShift = dot(currNormal, startJoinDirection);\\n\\tfloat endJoinShift = dot(currNormal, endJoinDirection);\\n\\n\\tfloat startMiterRatio = abs(1. / startJoinShift);\\n\\tfloat endMiterRatio = abs(1. / endJoinShift);\\n\\n\\tvec2 startJoin = startJoinDirection * startMiterRatio;\\n\\tvec2 endJoin = endJoinDirection * endMiterRatio;\\n\\n\\tvec2 startTopJoin, startBotJoin, endTopJoin, endBotJoin;\\n\\tstartTopJoin = sign(startJoinShift) * startJoin * .5;\\n\\tstartBotJoin = -startTopJoin;\\n\\n\\tendTopJoin = sign(endJoinShift) * endJoin * .5;\\n\\tendBotJoin = -endTopJoin;\\n\\n\\tvec2 aTopCoord = aCoord + normalWidth * startTopJoin;\\n\\tvec2 bTopCoord = bCoord + normalWidth * endTopJoin;\\n\\tvec2 aBotCoord = aCoord + normalWidth * startBotJoin;\\n\\tvec2 bBotCoord = bCoord + normalWidth * endBotJoin;\\n\\n\\t//miter anti-clipping\\n\\tfloat baClipping = distToLine(bCoord, aCoord, aBotCoord) / dot(normalize(normalWidth * endBotJoin), normalize(normalWidth.yx * vec2(-startBotJoin.y, startBotJoin.x)));\\n\\tfloat abClipping = distToLine(aCoord, bCoord, bTopCoord) / dot(normalize(normalWidth * startBotJoin), normalize(normalWidth.yx * vec2(-endBotJoin.y, endBotJoin.x)));\\n\\n\\t//prevent close to reverse direction switch\\n\\tbool prevReverse = dot(currTangent, prevTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, prevNormal)) * min(length(prevDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\tbool nextReverse = dot(currTangent, nextTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, nextNormal)) * min(length(nextDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\n\\tif (prevReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * startJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / startMiterRatio, 1.);\\n\\t\\taBotCoord = aCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\taTopCoord = aCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!nextReverse && baClipping > 0. && baClipping < length(normalWidth * endBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\tbTopCoord -= normalWidth * endTopJoin;\\n\\t\\tbTopCoord += normalize(endTopJoin * normalWidth) * baClipping;\\n\\t}\\n\\n\\tif (nextReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * endJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / endMiterRatio, 1.);\\n\\t\\tbBotCoord = bCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\tbTopCoord = bCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!prevReverse && abClipping > 0. && abClipping < length(normalWidth * startBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\taBotCoord -= normalWidth * startBotJoin;\\n\\t\\taBotCoord += normalize(startBotJoin * normalWidth) * abClipping;\\n\\t}\\n\\n\\tvec2 aTopPosition = (aTopCoord) * adjustedScale + translate;\\n\\tvec2 aBotPosition = (aBotCoord) * adjustedScale + translate;\\n\\n\\tvec2 bTopPosition = (bTopCoord) * adjustedScale + translate;\\n\\tvec2 bBotPosition = (bBotCoord) * adjustedScale + translate;\\n\\n\\t//position is normalized 0..1 coord on the screen\\n\\tvec2 position = (aTopPosition * lineTop + aBotPosition * lineBot) * lineStart + (bTopPosition * lineTop + bBotPosition * lineBot) * lineEnd;\\n\\n\\tstartCoord = aCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\tendCoord = bCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\n\\tgl_Position = vec4(position  * 2.0 - 1.0, depth, 1);\\n\\n\\tenableStartMiter = step(dot(currTangent, prevTangent), .5);\\n\\tenableEndMiter = step(dot(currTangent, nextTangent), .5);\\n\\n\\t//bevel miter cutoffs\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n\\n\\t//round miter cutoffs\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * abs(dot(startJoinDirection, currNormal)) * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * abs(dot(endJoinDirection, currNormal)) * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D dashPattern;\\nuniform float dashSize, pixelRatio, thickness, opacity, id, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nvoid main() {\\n\\tfloat alpha = 1., distToStart, distToEnd;\\n\\tfloat cutoff = thickness * .5;\\n\\n\\t//bevel miter\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToStart + 1., 0.), 1.);\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToEnd + 1., 0.), 1.);\\n\\t\\t}\\n\\t}\\n\\n\\t// round miter\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - startCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - endCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashSize) * .5 + .25;\\n\\tfloat dash = texture2D(dashPattern, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1},bColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:4,divisor:1},prevCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:0,divisor:1},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},nextCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:24,divisor:1}}},n))}catch(t){e=a}return{fill:t({primitive:\"triangle\",elements:function(t,e){return e.triangles},offset:0,vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position, positionFract;\\n\\nuniform vec4 color;\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float pixelRatio, id;\\nuniform vec4 viewport;\\nuniform float opacity;\\n\\nvarying vec4 fragColor;\\n\\nconst float MAX_LINES = 256.;\\n\\nvoid main() {\\n\\tfloat depth = (MAX_LINES - 4. - id) / (MAX_LINES);\\n\\n\\tvec2 position = position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n\\tfragColor.a *= opacity;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n\\tgl_FragColor = fragColor;\\n}\\n\"]),uniforms:{scale:t.prop(\"scale\"),color:t.prop(\"fill\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]}},attributes:{position:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8},positionFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8}},blend:n.blend,depth:{enable:!1},scissor:n.scissor,stencil:n.stencil,viewport:n.viewport}),rect:a,miter:e}},v.defaults={dashes:null,join:\"miter\",miterLimit:1,thickness:10,cap:\"square\",color:\"black\",opacity:1,overlay:!1,viewport:null,range:null,close:!1,fill:null},v.prototype.render=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];e.length&&(t=this).update.apply(t,e),this.draw()},v.prototype.draw=function(){for(var t=this,e=[],r=arguments.length;r--;)e[r]=arguments[r];return(e.length?e:this.passes).forEach(function(e,r){var n;if(e&&Array.isArray(e))return(n=t).draw.apply(n,e);\"number\"==typeof e&&(e=t.passes[e]),e&&e.count>1&&e.opacity&&(t.regl._refresh(),e.fill&&e.triangles&&e.triangles.length>2&&t.shaders.fill(e),e.thickness&&(e.scale[0]*e.viewport.width>v.precisionThreshold||e.scale[1]*e.viewport.height>v.precisionThreshold?t.shaders.rect(e):\"rect\"===e.join||!e.join&&(e.thickness<=2||e.count>=v.maxPoints)?t.shaders.rect(e):t.shaders.miter(e)))}),this},v.prototype.update=function(t){var e=this;if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var r=this.regl,o=this.gl;if(t.forEach(function(t,h){var d=e.passes[h];if(void 0!==t)if(null!==t){if(\"number\"==typeof t[0]&&(t={positions:t}),t=s(t,{positions:\"positions points data coords\",thickness:\"thickness lineWidth lineWidths line-width linewidth width stroke-width strokewidth 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r}(t,e)||function(){throw new TypeError(\"Invalid attempt to destructure non-iterable instance\")}()}function a(t){return function(t){if(Array.isArray(t)){for(var e=0,r=new Array(t.length);e<t.length;e++)r[e]=t[e];return r}}(t)||function(t){if(Symbol.iterator in Object(t)||\"[object Arguments]\"===Object.prototype.toString.call(t))return Array.from(t)}(t)||function(){throw new TypeError(\"Invalid attempt to spread non-iterable instance\")}()}var i=t(\"color-normalize\"),o=t(\"array-bounds\"),s=t(\"color-id\"),l=t(\"point-cluster\"),c=t(\"object-assign\"),u=t(\"glslify\"),h=t(\"pick-by-alias\"),f=t(\"update-diff\"),p=t(\"flatten-vertex-data\"),d=t(\"is-iexplorer\"),g=t(\"to-float32\"),v=t(\"parse-rect\"),m=y;function y(t,e){var r=this;if(!(this instanceof y))return new y(t,e);\"function\"==typeof t?(e||(e={}),e.regl=t):(e=t,t=null),e&&e.length&&(e.positions=e);var n,a=(t=e.regl)._gl,i=[];this.tooManyColors=d,n=t.texture({data:new 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borderColorAmt = smoothstep(fragBorderColorLevel - delta, fragBorderColorLevel + delta, dist);\\n    float colorAmt = smoothstep(fragColorLevel - delta, fragColorLevel + delta, dist);\\n\\n    vec4 color = fragBorderColor;\\n    color.a *= borderColorAmt;\\n    color = mix(color, fragColor, colorAmt);\\n    color.a *= opacity;\\n\\n    gl_FragColor = color;\\n  }\\n\\n}\\n\"]),s.vert=u([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract, paletteSize;\\nuniform float pixelRatio;\\nuniform sampler2D palette;\\n\\nconst float maxSize = 100.;\\nconst float borderLevel = .5;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragPointSize, fragBorderRadius, fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(palette,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = 2. * size * pixelRatio;\\n  fragPointSize = size * pixelRatio;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0, 1);\\n\\n  fragColor = color;\\n  fragBorderColor = borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n\\n  fragBorderColorLevel = clamp(borderLevel - borderLevel * borderSize / size, 0., 1.);\\n  fragColorLevel = clamp(borderLevel + (1. - borderLevel) * borderSize / size, 0., 1.);\\n}\"]),this.drawMarker=t(s);var l=c({},o);l.frag=u([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor, fragBorderColor;\\n\\nuniform float opacity;\\nvarying float fragBorderRadius, fragWidth;\\n\\nfloat smoothStep(float edge0, float edge1, float x) {\\n\\tfloat t;\\n\\tt = clamp((x - edge0) / (edge1 - edge0), 0.0, 1.0);\\n\\treturn t * t * (3.0 - 2.0 * t);\\n}\\n\\nvoid main() {\\n\\tfloat radius, alpha = 1.0, delta = fragWidth;\\n\\n\\tradius = length(2.0 * gl_PointCoord.xy - 1.0);\\n\\n\\tif (radius > 1.0 + delta) {\\n\\t\\tdiscard;\\n\\t}\\n\\n\\talpha -= smoothstep(1.0 - delta, 1.0 + delta, radius);\\n\\n\\tfloat borderRadius = fragBorderRadius;\\n\\tfloat ratio = smoothstep(borderRadius - delta, borderRadius + delta, radius);\\n\\tvec4 color = mix(fragColor, fragBorderColor, ratio);\\n\\tcolor.a *= alpha * opacity;\\n\\tgl_FragColor = color;\\n}\\n\"]),l.vert=u([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float pixelRatio;\\nuniform sampler2D palette;\\nuniform vec2 paletteSize;\\n\\nconst float maxSize = 100.;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(palette,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = (size + borderSize) * pixelRatio;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0, 1);\\n\\n  fragBorderRadius = 1. - 2. * borderSize / (size + borderSize);\\n  fragColor = color;\\n  fragBorderColor = borderColor.a == 0. || borderSize == 0. ? vec4(color.rgb, 0.) : borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n}\\n\"]),d&&(l.frag=l.frag.replace(\"smoothstep\",\"smoothStep\"),s.frag=s.frag.replace(\"smoothstep\",\"smoothStep\")),this.drawCircle=t(l)}y.defaults={color:\"black\",borderColor:\"transparent\",borderSize:0,size:12,opacity:1,marker:void 0,viewport:null,range:null,pixelSize:null,count:0,offset:0,bounds:null,positions:[],snap:1e4},y.prototype.render=function(){return arguments.length&&this.update.apply(this,arguments),this.draw(),this},y.prototype.draw=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];var a=this.groups;if(1===r.length&&Array.isArray(r[0])&&(null===r[0][0]||Array.isArray(r[0][0]))&&(r=r[0]),this.regl._refresh(),r.length)for(var i=0;i<r.length;i++)this.drawItem(i,r[i]);else a.forEach(function(e,r){t.drawItem(r)});return this},y.prototype.drawItem=function(t,e){var r=this.groups,n=r[t];if(\"number\"==typeof e&&(t=e,n=r[e],e=null),n&&n.count&&n.opacity){n.activation[0]&&this.drawCircle(this.getMarkerDrawOptions(0,n,e));for(var i=[],o=1;o<n.activation.length;o++)n.activation[o]&&(!0===n.activation[o]||n.activation[o].data.length)&&i.push.apply(i,a(this.getMarkerDrawOptions(o,n,e)));i.length&&this.drawMarker(i)}},y.prototype.getMarkerDrawOptions=function(t,e,r){var a=e.range,i=e.tree,o=e.viewport,s=e.activation,l=e.selectionBuffer,u=e.count;this.regl;if(!i)return r?[c({},e,{markerTexture:this.markerTextures[t],activation:s[t],count:r.length,elements:r,offset:0})]:[c({},e,{markerTexture:this.markerTextures[t],activation:s[t],offset:0})];var h=[],f=i.range(a,{lod:!0,px:[(a[2]-a[0])/o.width,(a[3]-a[1])/o.height]});if(r){for(var p=s[t].data,d=new Uint8Array(u),g=0;g<r.length;g++){var v=r[g];d[v]=p?p[v]:1}l.subdata(d)}for(var m=f.length;m--;){var y=n(f[m],2),x=y[0],b=y[1];h.push(c({},e,{markerTexture:this.markerTextures[t],activation:r?l:s[t],offset:x,count:b-x}))}return h},y.prototype.update=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];if(r.length){1===r.length&&Array.isArray(r[0])&&(r=r[0]);var a=this.groups,i=this.gl,s=this.regl,u=this.maxSize,d=this.maxColors,m=this.palette;this.groups=a=r.map(function(e,r){var n=a[r];if(void 0===e)return n;null===e?e={positions:null}:\"function\"==typeof e?e={ondraw:e}:\"number\"==typeof e[0]&&(e={positions:e}),null===(e=h(e,{positions:\"positions data 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t.x.length?e.xAttr={buffer:s.buffer(t.x),offset:0,stride:4,count:t.x.length}:e.xAttr={buffer:t.x.buffer,offset:4*t.x.offset||0,stride:4*(t.x.stride||1),count:t.x.count},t.y.length?e.yAttr={buffer:s.buffer(t.y),offset:0,stride:4,count:t.y.length}:e.yAttr={buffer:t.y.buffer,offset:4*t.y.offset||0,stride:4*(t.y.stride||1),count:t.y.count},e.count=Math.max(e.xAttr.count,e.yAttr.count),t;t=p(t,\"float64\");var u=e.count=Math.floor(t.length/2),h=e.bounds=u?o(t,2):null;if(r.range||e.range||(delete e.range,r.range=h),r.marker||e.marker||(delete e.marker,r.marker=null),n&&(!0===n||u>n)?e.tree=l(t,{bounds:h}):n&&n.length&&(e.tree=n),e.tree){var f={primitive:\"points\",usage:\"static\",data:e.tree,type:\"uint32\"};e.elements?e.elements(f):e.elements=s.elements(f)}return a({data:g.float(t),usage:\"dynamic\"}),i({data:g.fract(t),usage:\"dynamic\"}),c({data:new Uint8Array(u),type:\"uint8\",usage:\"stream\"}),t}},{marker:function(e,r,n){var a=r.activation;if(a.forEach(function(t){return 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this.groups.forEach(function(t){t.sizeBuffer.destroy(),t.positionBuffer.destroy(),t.positionFractBuffer.destroy(),t.colorBuffer.destroy(),t.activation.forEach(function(t){return t&&t.destroy&&t.destroy()}),t.selectionBuffer.destroy(),t.elements&&t.elements.destroy()}),this.groups.length=0,this.paletteTexture.destroy(),this.markerTextures.forEach(function(t){return t&&t.destroy&&t.destroy()}),this};var x=t(\"object-assign\");e.exports=function(t,e){var r=new m(t,e),n=r.render.bind(r);return x(n,{render:n,update:r.update.bind(r),draw:r.draw.bind(r),destroy:r.destroy.bind(r),regl:r.regl,gl:r.gl,canvas:r.gl.canvas,groups:r.groups,markers:r.markerCache,palette:r.palette}),n}},{\"array-bounds\":68,\"color-id\":120,\"color-normalize\":122,\"flatten-vertex-data\":230,glslify:411,\"is-iexplorer\":421,\"object-assign\":456,\"parse-rect\":461,\"pick-by-alias\":467,\"point-cluster\":471,\"to-float32\":537,\"update-diff\":548}],500:[function(t,e,r){\"use strict\";var n=t(\"regl-scatter2d\"),a=t(\"pick-by-alias\"),i=t(\"array-bounds\"),o=t(\"raf\"),s=t(\"array-range\"),l=t(\"parse-rect\"),c=t(\"flatten-vertex-data\");function u(t,e){if(!(this instanceof u))return new u(t,e);this.traces=[],this.passes={},this.regl=t,this.scatter=n(t),this.canvas=this.scatter.canvas}function h(t,e,r){return(null!=t.id?t.id:t)<<16|(255&e)<<8|255&r}function f(t,e,r){var n,a,i,o,s=t[e],l=t[r];return s.length>2?(s[0],s[2],n=s[1],a=s[3]):s.length?(n=s[0],a=s[1]):(s.x,n=s.y,s.x+s.width,a=s.y+s.height),l.length>2?(i=l[0],o=l[2],l[1],l[3]):l.length?(i=l[0],o=l[1]):(i=l.x,l.y,o=l.x+l.width,l.y+l.height),[i,n,o,a]}function p(t){if(\"number\"==typeof t)return[t,t,t,t];if(2===t.length)return[t[0],t[1],t[0],t[1]];var e=l(t);return[e.x,e.y,e.x+e.width,e.y+e.height]}e.exports=u,u.prototype.render=function(){for(var t,e=this,r=[],n=arguments.length;n--;)r[n]=arguments[n];return 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f=Math.abs(s),p=Math.abs(l),d=Math.abs(h),g=Math.max(f,p,d);f===g?(s=s<0?-1:1,l=h=0):d===g?(h=h<0?-1:1,s=l=0):(l=l<0?-1:1,s=h=0)}else{var v=c(s,l,h);s/=v,l/=v,h/=v}var m,y,x=e[o],b=e[o+4],_=e[o+8],w=x*s+b*l+_*h,k=c(x-=s*w,b-=l*w,_-=h*w),T=l*(_/=k)-h*(b/=k),M=h*(x/=k)-s*_,A=s*b-l*x,S=c(T,M,A);if(T/=S,M/=S,A/=S,this.center.jump(t,H,G,Y),this.radius.idle(t),this.up.jump(t,s,l,h),this.right.jump(t,x,b,_),2===i){var E=e[1],L=e[5],C=e[9],P=E*x+L*b+C*_,O=E*T+L*M+C*A;m=R<0?-Math.PI/2:Math.PI/2,y=Math.atan2(O,P)}else{var z=e[2],I=e[6],D=e[10],R=z*s+I*l+D*h,F=z*x+I*b+D*_,B=z*T+I*M+D*A;m=Math.asin(u(R)),y=Math.atan2(B,F)}this.angle.jump(t,y,m),this.recalcMatrix(t);var N=e[2],j=e[6],V=e[10],U=this.computedMatrix;a(U,e);var q=U[15],H=U[12]/q,G=U[13]/q,Y=U[14]/q,W=Math.exp(this.computedRadius[0]);this.center.jump(t,H-N*W,G-j*W,Y-V*W)},p.lastT=function(){return Math.max(this.center.lastT(),this.up.lastT(),this.right.lastT(),this.radius.lastT(),this.angle.lastT())},p.idle=function(t){this.center.idle(t),this.up.idle(t),this.right.idle(t),this.radius.idle(t),this.angle.idle(t)},p.flush=function(t){this.center.flush(t),this.up.flush(t),this.right.flush(t),this.radius.flush(t),this.angle.flush(t)},p.setDistance=function(t,e){e>0&&this.radius.set(t,Math.log(e))},p.lookAt=function(t,e,r,n){this.recalcMatrix(t),e=e||this.computedEye,r=r||this.computedCenter;var a=(n=n||this.computedUp)[0],i=n[1],o=n[2],s=c(a,i,o);if(!(s<1e-6)){a/=s,i/=s,o/=s;var l=e[0]-r[0],h=e[1]-r[1],f=e[2]-r[2],p=c(l,h,f);if(!(p<1e-6)){l/=p,h/=p,f/=p;var d=this.computedRight,g=d[0],v=d[1],m=d[2],y=a*g+i*v+o*m,x=c(g-=y*a,v-=y*i,m-=y*o);if(!(x<.01&&(x=c(g=i*f-o*h,v=o*l-a*f,m=a*h-i*l))<1e-6)){g/=x,v/=x,m/=x,this.up.set(t,a,i,o),this.right.set(t,g,v,m),this.center.set(t,r[0],r[1],r[2]),this.radius.set(t,Math.log(p));var b=i*m-o*v,_=o*g-a*m,w=a*v-i*g,k=c(b,_,w),T=a*l+i*h+o*f,M=g*l+v*h+m*f,A=(b/=k)*l+(_/=k)*h+(w/=k)*f,S=Math.asin(u(T)),E=Math.atan2(A,M),L=this.angle._state,C=L[L.length-1],P=L[L.length-2];C%=2*Math.PI;var O=Math.abs(C+2*Math.PI-E),z=Math.abs(C-E),I=Math.abs(C-2*Math.PI-E);O<z&&(C+=2*Math.PI),I<z&&(C-=2*Math.PI),this.angle.jump(this.angle.lastT(),C,P),this.angle.set(t,E,S)}}}}},{\"filtered-vector\":229,\"gl-mat4/invert\":268,\"gl-mat4/rotate\":273,\"gl-vec3/cross\":336,\"gl-vec3/dot\":341,\"gl-vec3/normalize\":358}],542:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){var a=t*e,i=n*t,o=i-(i-t),s=t-o,l=n*e,c=l-(l-e),u=e-c,h=s*u-(a-o*c-s*c-o*u);if(r)return r[0]=h,r[1]=a,r;return[h,a]};var n=+(Math.pow(2,27)+1)},{}],543:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){var n=t+e,a=n-t,i=e-a,o=t-(n-a);if(r)return r[0]=o+i,r[1]=n,r;return[o+i,n]}},{}],544:[function(t,e,r){(function(e,n){\"use strict\";var 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n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Coptic\",jdEpoch:1825029.5,daysPerMonth:[30,30,30,30,30,30,30,30,30,30,30,30,5],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Coptic\",epochs:[\"BAM\",\"AM\"],monthNames:[\"Thout\",\"Paopi\",\"Hathor\",\"Koiak\",\"Tobi\",\"Meshir\",\"Paremhat\",\"Paremoude\",\"Pashons\",\"Paoni\",\"Epip\",\"Mesori\",\"Pi Kogi Enavot\"],monthNamesShort:[\"Tho\",\"Pao\",\"Hath\",\"Koi\",\"Tob\",\"Mesh\",\"Pat\",\"Pad\",\"Pash\",\"Pao\",\"Epi\",\"Meso\",\"PiK\"],dayNames:[\"Tkyriaka\",\"Pesnau\",\"Pshoment\",\"Peftoou\",\"Ptiou\",\"Psoou\",\"Psabbaton\"],dayNamesShort:[\"Tky\",\"Pes\",\"Psh\",\"Pef\",\"Pti\",\"Pso\",\"Psa\"],dayNamesMin:[\"Tk\",\"Pes\",\"Psh\",\"Pef\",\"Pt\",\"Pso\",\"Psa\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()+(e.year()<0?1:0))%4==3||t%4==-1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear),13},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(13===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return(t=a.year())<0&&t++,a.day()+30*(a.month()-1)+365*(t-1)+Math.floor(t/4)+this.jdEpoch-1},fromJD:function(t){var e=Math.floor(t)+.5-this.jdEpoch,r=Math.floor((e-Math.floor((e+366)/1461))/365)+1;r<=0&&r--,e=Math.floor(t)+.5-this.newDate(r,1,1).toJD();var n=Math.floor(e/30)+1,a=e-30*(n-1)+1;return this.newDate(r,n,a)}}),n.calendars.coptic=i},{\"../main\":570,\"object-assign\":456}],558:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Discworld\",jdEpoch:1721425.5,daysPerMonth:[16,32,32,32,32,32,32,32,32,32,32,32,32],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Discworld\",epochs:[\"BUC\",\"UC\"],monthNames:[\"Ick\",\"Offle\",\"February\",\"March\",\"April\",\"May\",\"June\",\"Grune\",\"August\",\"Spune\",\"Sektober\",\"Ember\",\"December\"],monthNamesShort:[\"Ick\",\"Off\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Gru\",\"Aug\",\"Spu\",\"Sek\",\"Emb\",\"Dec\"],dayNames:[\"Sunday\",\"Octeday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Oct\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Oc\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:2,isRTL:!1}},leapYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),!1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),13},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),400},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/8)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]},daysInWeek:function(){return 8},dayOfWeek:function(t,e,r){return(this._validate(t,e,r,n.local.invalidDate).day()+1)%8},weekDay:function(t,e,r){var n=this.dayOfWeek(t,e,r);return n>=2&&n<=6},extraInfo:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return{century:o[Math.floor((a.year()-1)/100)+1]||\"\"}},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return t=a.year()+(a.year()<0?1:0),e=a.month(),(r=a.day())+(e>1?16:0)+(e>2?32*(e-2):0)+400*(t-1)+this.jdEpoch-1},fromJD:function(t){t=Math.floor(t+.5)-Math.floor(this.jdEpoch)-1;var e=Math.floor(t/400)+1;t-=400*(e-1),t+=t>15?16:0;var r=Math.floor(t/32)+1,n=t-32*(r-1)+1;return this.newDate(e<=0?e-1:e,r,n)}});var o={20:\"Fruitbat\",21:\"Anchovy\"};n.calendars.discworld=i},{\"../main\":570,\"object-assign\":456}],559:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Ethiopian\",jdEpoch:1724220.5,daysPerMonth:[30,30,30,30,30,30,30,30,30,30,30,30,5],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Ethiopian\",epochs:[\"BEE\",\"EE\"],monthNames:[\"Meskerem\",\"Tikemet\",\"Hidar\",\"Tahesas\",\"Tir\",\"Yekatit\",\"Megabit\",\"Miazia\",\"Genbot\",\"Sene\",\"Hamle\",\"Nehase\",\"Pagume\"],monthNamesShort:[\"Mes\",\"Tik\",\"Hid\",\"Tah\",\"Tir\",\"Yek\",\"Meg\",\"Mia\",\"Gen\",\"Sen\",\"Ham\",\"Neh\",\"Pag\"],dayNames:[\"Ehud\",\"Segno\",\"Maksegno\",\"Irob\",\"Hamus\",\"Arb\",\"Kidame\"],dayNamesShort:[\"Ehu\",\"Seg\",\"Mak\",\"Iro\",\"Ham\",\"Arb\",\"Kid\"],dayNamesMin:[\"Eh\",\"Se\",\"Ma\",\"Ir\",\"Ha\",\"Ar\",\"Ki\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()+(e.year()<0?1:0))%4==3||t%4==-1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear),13},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(13===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return(t=a.year())<0&&t++,a.day()+30*(a.month()-1)+365*(t-1)+Math.floor(t/4)+this.jdEpoch-1},fromJD:function(t){var e=Math.floor(t)+.5-this.jdEpoch,r=Math.floor((e-Math.floor((e+366)/1461))/365)+1;r<=0&&r--,e=Math.floor(t)+.5-this.newDate(r,1,1).toJD();var n=Math.floor(e/30)+1,a=e-30*(n-1)+1;return this.newDate(r,n,a)}}),n.calendars.ethiopian=i},{\"../main\":570,\"object-assign\":456}],560:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return t-e*Math.floor(t/e)}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Hebrew\",jdEpoch:347995.5,daysPerMonth:[30,29,30,29,30,29,30,29,30,29,30,29,29],hasYearZero:!1,minMonth:1,firstMonth:7,minDay:1,regionalOptions:{\"\":{name:\"Hebrew\",epochs:[\"BAM\",\"AM\"],monthNames:[\"Nisan\",\"Iyar\",\"Sivan\",\"Tammuz\",\"Av\",\"Elul\",\"Tishrei\",\"Cheshvan\",\"Kislev\",\"Tevet\",\"Shevat\",\"Adar\",\"Adar II\"],monthNamesShort:[\"Nis\",\"Iya\",\"Siv\",\"Tam\",\"Av\",\"Elu\",\"Tis\",\"Che\",\"Kis\",\"Tev\",\"She\",\"Ada\",\"Ad2\"],dayNames:[\"Yom Rishon\",\"Yom Sheni\",\"Yom Shlishi\",\"Yom Revi'i\",\"Yom Chamishi\",\"Yom Shishi\",\"Yom Shabbat\"],dayNamesShort:[\"Ris\",\"She\",\"Shl\",\"Rev\",\"Cha\",\"Shi\",\"Sha\"],dayNamesMin:[\"Ri\",\"She\",\"Shl\",\"Re\",\"Ch\",\"Shi\",\"Sha\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return this._leapYear(e.year())},_leapYear:function(t){return o(7*(t=t<0?t+1:t)+1,19)<7},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),this._leapYear(t.year?t.year():t)?13:12},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){return t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year(),this.toJD(-1===t?1:t+1,7,1)-this.toJD(t,7,1)},daysInMonth:function(t,e){return t.year&&(e=t.month(),t=t.year()),this._validate(t,e,this.minDay,n.local.invalidMonth),12===e&&this.leapYear(t)?30:8===e&&5===o(this.daysInYear(t),10)?30:9===e&&3===o(this.daysInYear(t),10)?29:this.daysPerMonth[e-1]},weekDay:function(t,e,r){return 6!==this.dayOfWeek(t,e,r)},extraInfo:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return{yearType:(this.leapYear(a)?\"embolismic\":\"common\")+\" \"+[\"deficient\",\"regular\",\"complete\"][this.daysInYear(a)%10-3]}},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=a.year(),e=a.month(),r=a.day();var i=t<=0?t+1:t,o=this.jdEpoch+this._delay1(i)+this._delay2(i)+r+1;if(e<7){for(var s=7;s<=this.monthsInYear(t);s++)o+=this.daysInMonth(t,s);for(s=1;s<e;s++)o+=this.daysInMonth(t,s)}else for(s=7;s<e;s++)o+=this.daysInMonth(t,s);return o},_delay1:function(t){var e=Math.floor((235*t-234)/19),r=12084+13753*e,n=29*e+Math.floor(r/25920);return o(3*(n+1),7)<3&&n++,n},_delay2:function(t){var e=this._delay1(t-1),r=this._delay1(t);return this._delay1(t+1)-r==356?2:r-e==382?1:0},fromJD:function(t){t=Math.floor(t)+.5;for(var e=Math.floor(98496*(t-this.jdEpoch)/35975351)-1;t>=this.toJD(-1===e?1:e+1,7,1);)e++;for(var r=t<this.toJD(e,1,1)?7:1;t>this.toJD(e,r,this.daysInMonth(e,r));)r++;var n=t-this.toJD(e,r,1)+1;return 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e=Math.floor((30*(t-this.jdEpoch)+10646)/10631);e=e<=0?e-1:e;var r=Math.min(12,Math.ceil((t-29-this.toJD(e,1,1))/29.5)+1),n=t-this.toJD(e,r,1)+1;return this.newDate(e,r,n)}}),n.calendars.islamic=i},{\"../main\":570,\"object-assign\":456}],562:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new 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n.add(4-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return t=a.year(),e=a.month(),r=a.day(),t<0&&t++,e<=2&&(t--,e+=12),Math.floor(365.25*(t+4716))+Math.floor(30.6001*(e+1))+r-1524.5},fromJD:function(t){var e=Math.floor(t+.5)+1524,r=Math.floor((e-122.1)/365.25),n=Math.floor(365.25*r),a=Math.floor((e-n)/30.6001),i=a-Math.floor(a<14?1:13),o=r-Math.floor(i>2?4716:4715),s=e-n-Math.floor(30.6001*a);return o<=0&&o--,this.newDate(o,i,s)}}),n.calendars.julian=i},{\"../main\":570,\"object-assign\":456}],563:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return 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this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),!1},formatYear:function(t){t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year();var e=Math.floor(t/400);return t%=400,t+=t<0?400:0,e+\".\"+Math.floor(t/20)+\".\"+t%20},forYear:function(t){if((t=t.split(\".\")).length<3)throw\"Invalid Mayan year\";for(var e=0,r=0;r<t.length;r++){var n=parseInt(t[r],10);if(Math.abs(n)>19||r>0&&n<0)throw\"Invalid Mayan year\";e=20*e+n}return e},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),18},weekOfYear:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),0},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),360},daysInMonth:function(t,e){return this._validate(t,e,this.minDay,n.local.invalidMonth),20},daysInWeek:function(){return 5},dayOfWeek:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate).day()},weekDay:function(t,e,r){return 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o.leapYear(e.year()+(e.year()<1?1:0)+1469)},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(1-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidMonth);(t=a.year())<0&&t++;for(var i=a.day(),s=1;s<a.month();s++)i+=this.daysPerMonth[s-1];return i+o.toJD(t+1468,3,13)},fromJD:function(t){t=Math.floor(t+.5);for(var e=Math.floor((t-(this.jdEpoch-1))/366);t>=this.toJD(e+1,1,1);)e++;for(var r=t-Math.floor(this.toJD(e,1,1)+.5)+1,n=1;r>this.daysInMonth(e,n);)r-=this.daysInMonth(e,n),n++;return this.newDate(e,n,r)}}),n.calendars.nanakshahi=i},{\"../main\":570,\"object-assign\":456}],565:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Nepali\",jdEpoch:1700709.5,daysPerMonth:[31,31,32,32,31,30,30,29,30,29,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,daysPerYear:365,regionalOptions:{\"\":{name:\"Nepali\",epochs:[\"BBS\",\"ABS\"],monthNames:[\"Baisakh\",\"Jestha\",\"Ashadh\",\"Shrawan\",\"Bhadra\",\"Ashwin\",\"Kartik\",\"Mangsir\",\"Paush\",\"Mangh\",\"Falgun\",\"Chaitra\"],monthNamesShort:[\"Bai\",\"Je\",\"As\",\"Shra\",\"Bha\",\"Ash\",\"Kar\",\"Mang\",\"Pau\",\"Ma\",\"Fal\",\"Chai\"],dayNames:[\"Aaitabaar\",\"Sombaar\",\"Manglbaar\",\"Budhabaar\",\"Bihibaar\",\"Shukrabaar\",\"Shanibaar\"],dayNamesShort:[\"Aaita\",\"Som\",\"Mangl\",\"Budha\",\"Bihi\",\"Shukra\",\"Shani\"],dayNamesMin:[\"Aai\",\"So\",\"Man\",\"Bu\",\"Bi\",\"Shu\",\"Sha\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:1,isRTL:!1}},leapYear:function(t){return this.daysInYear(t)!==this.daysPerYear},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){if(t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year(),\"undefined\"==typeof this.NEPALI_CALENDAR_DATA[t])return this.daysPerYear;for(var e=0,r=this.minMonth;r<=12;r++)e+=this.NEPALI_CALENDAR_DATA[t][r];return e},daysInMonth:function(t,e){return t.year&&(e=t.month(),t=t.year()),this._validate(t,e,this.minDay,n.local.invalidMonth),\"undefined\"==typeof this.NEPALI_CALENDAR_DATA[t]?this.daysPerMonth[e-1]:this.NEPALI_CALENDAR_DATA[t][e]},weekDay:function(t,e,r){return 6!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=a.year(),e=a.month(),r=a.day();var i=n.instance(),o=0,s=e,l=t;this._createMissingCalendarData(t);var c=t-(s>9||9===s&&r>=this.NEPALI_CALENDAR_DATA[l][0]?56:57);for(9!==e&&(o=r,s--);9!==s;)s<=0&&(s=12,l--),o+=this.NEPALI_CALENDAR_DATA[l][s],s--;return 9===e?(o+=r-this.NEPALI_CALENDAR_DATA[l][0])<0&&(o+=i.daysInYear(c)):o+=this.NEPALI_CALENDAR_DATA[l][9]-this.NEPALI_CALENDAR_DATA[l][0],i.newDate(c,1,1).add(o,\"d\").toJD()},fromJD:function(t){var e=n.instance().fromJD(t),r=e.year(),a=e.dayOfYear(),i=r+56;this._createMissingCalendarData(i);for(var o=9,s=this.NEPALI_CALENDAR_DATA[i][0],l=this.NEPALI_CALENDAR_DATA[i][o]-s+1;a>l;)++o>12&&(o=1,i++),l+=this.NEPALI_CALENDAR_DATA[i][o];var c=this.NEPALI_CALENDAR_DATA[i][o]-(l-a);return this.newDate(i,o,c)},_createMissingCalendarData:function(t){var e=this.daysPerMonth.slice(0);e.unshift(17);for(var r=t-1;r<t+2;r++)\"undefined\"==typeof this.NEPALI_CALENDAR_DATA[r]&&(this.NEPALI_CALENDAR_DATA[r]=e)},NEPALI_CALENDAR_DATA:{1970:[18,31,31,32,31,31,31,30,29,30,29,30,30],1971:[18,31,31,32,31,32,30,30,29,30,29,30,30],1972:[17,31,32,31,32,31,30,30,30,29,29,30,30],1973:[19,30,32,31,32,31,30,30,30,29,30,29,31],1974:[19,31,31,32,30,31,31,30,29,30,29,30,30],1975:[18,31,31,32,32,30,31,30,29,30,29,30,30],1976:[17,31,32,31,32,31,30,30,30,29,29,30,31],1977:[18,31,32,31,32,31,31,29,30,29,30,29,31],1978:[18,31,31,32,31,31,31,30,29,30,29,30,30],1979:[18,31,31,32,32,31,30,30,29,30,29,30,30],1980:[17,31,32,31,32,31,30,30,30,29,29,30,31],1981:[18,31,31,31,32,31,31,29,30,30,29,30,30],1982:[18,31,31,32,31,31,31,30,29,30,29,30,30],1983:[18,31,31,32,32,31,30,30,29,30,29,30,30],1984:[17,31,32,31,32,31,30,30,30,29,29,30,31],1985:[18,31,31,31,32,31,31,29,30,30,29,30,30],1986:[18,31,31,32,31,31,31,30,29,30,29,30,30],1987:[18,31,32,31,32,31,30,30,29,30,29,30,30],1988:[17,31,32,31,32,31,30,30,30,29,29,30,31],1989:[18,31,31,31,32,31,31,30,29,30,29,30,30],1990:[18,31,31,32,31,31,31,30,29,30,29,30,30],1991:[18,31,32,31,32,31,30,30,29,30,29,30,30],1992:[17,31,32,31,32,31,30,30,30,29,30,29,31],1993:[18,31,31,31,32,31,31,30,29,30,29,30,30],1994:[18,31,31,32,31,31,31,30,29,30,29,30,30],1995:[17,31,32,31,32,31,30,30,30,29,29,30,30],1996:[17,31,32,31,32,31,30,30,30,29,30,29,31],1997:[18,31,31,32,31,31,31,30,29,30,29,30,30],1998:[18,31,31,32,31,31,31,30,29,30,29,30,30],1999:[17,31,32,31,32,31,30,30,30,29,29,30,31],2000:[17,30,32,31,32,31,30,30,30,29,30,29,31],2001:[18,31,31,32,31,31,31,30,29,30,29,30,30],2002:[18,31,31,32,32,31,30,30,29,30,29,30,30],2003:[17,31,32,31,32,31,30,30,30,29,29,30,31],2004:[17,30,32,31,32,31,30,30,30,29,30,29,31],2005:[18,31,31,32,31,31,31,30,29,30,29,30,30],2006:[18,31,31,32,32,31,30,30,29,30,29,30,30],2007:[17,31,32,31,32,31,30,30,30,29,29,30,31],2008:[17,31,31,31,32,31,31,29,30,30,29,29,31],2009:[18,31,31,32,31,31,31,30,29,30,29,30,30],2010:[18,31,31,32,32,31,30,30,29,30,29,30,30],2011:[17,31,32,31,32,31,30,30,30,29,29,30,31],2012:[17,31,31,31,32,31,31,29,30,30,29,30,30],2013:[18,31,31,32,31,31,31,30,29,30,29,30,30],2014:[18,31,31,32,32,31,30,30,29,30,29,30,30],2015:[17,31,32,31,32,31,30,30,30,29,29,30,31],2016:[17,31,31,31,32,31,31,29,30,30,29,30,30],2017:[18,31,31,32,31,31,31,30,29,30,29,30,30],2018:[18,31,32,31,32,31,30,30,29,30,29,30,30],2019:[17,31,32,31,32,31,30,30,30,29,30,29,31],2020:[17,31,31,31,32,31,31,30,29,30,29,30,30],2021:[18,31,31,32,31,31,31,30,29,30,29,30,30],2022:[17,31,32,31,32,31,30,30,30,29,29,30,30],2023:[17,31,32,31,32,31,30,30,30,29,30,29,31],2024:[17,31,31,31,32,31,31,30,29,30,29,30,30],2025:[18,31,31,32,31,31,31,30,29,30,29,30,30],2026:[17,31,32,31,32,31,30,30,30,29,29,30,31],2027:[17,30,32,31,32,31,30,30,30,29,30,29,31],2028:[17,31,31,32,31,31,31,30,29,30,29,30,30],2029:[18,31,31,32,31,32,30,30,29,30,29,30,30],2030:[17,31,32,31,32,31,30,30,30,30,30,30,31],2031:[17,31,32,31,32,31,31,31,31,31,31,31,31],2032:[17,32,32,32,32,32,32,32,32,32,32,32,32],2033:[18,31,31,32,32,31,30,30,29,30,29,30,30],2034:[17,31,32,31,32,31,30,30,30,29,29,30,31],2035:[17,30,32,31,32,31,31,29,30,30,29,29,31],2036:[17,31,31,32,31,31,31,30,29,30,29,30,30],2037:[18,31,31,32,32,31,30,30,29,30,29,30,30],2038:[17,31,32,31,32,31,30,30,30,29,29,30,31],2039:[17,31,31,31,32,31,31,29,30,30,29,30,30],2040:[17,31,31,32,31,31,31,30,29,30,29,30,30],2041:[18,31,31,32,32,31,30,30,29,30,29,30,30],2042:[17,31,32,31,32,31,30,30,30,29,29,30,31],2043:[17,31,31,31,32,31,31,29,30,30,29,30,30],2044:[17,31,31,32,31,31,31,30,29,30,29,30,30],2045:[18,31,32,31,32,31,30,30,29,30,29,30,30],2046:[17,31,32,31,32,31,30,30,30,29,29,30,31],2047:[17,31,31,31,32,31,31,30,29,30,29,30,30],2048:[17,31,31,32,31,31,31,30,29,30,29,30,30],2049:[17,31,32,31,32,31,30,30,30,29,29,30,30],2050:[17,31,32,31,32,31,30,30,30,29,30,29,31],2051:[17,31,31,31,32,31,31,30,29,30,29,30,30],2052:[17,31,31,32,31,31,31,30,29,30,29,30,30],2053:[17,31,32,31,32,31,30,30,30,29,29,30,30],2054:[17,31,32,31,32,31,30,30,30,29,30,29,31],2055:[17,31,31,32,31,31,31,30,29,30,30,29,30],2056:[17,31,31,32,31,32,30,30,29,30,29,30,30],2057:[17,31,32,31,32,31,30,30,30,29,29,30,31],2058:[17,30,32,31,32,31,30,30,30,29,30,29,31],2059:[17,31,31,32,31,31,31,30,29,30,29,30,30],2060:[17,31,31,32,32,31,30,30,29,30,29,30,30],2061:[17,31,32,31,32,31,30,30,30,29,29,30,31],2062:[17,30,32,31,32,31,31,29,30,29,30,29,31],2063:[17,31,31,32,31,31,31,30,29,30,29,30,30],2064:[17,31,31,32,32,31,30,30,29,30,29,30,30],2065:[17,31,32,31,32,31,30,30,30,29,29,30,31],2066:[17,31,31,31,32,31,31,29,30,30,29,29,31],2067:[17,31,31,32,31,31,31,30,29,30,29,30,30],2068:[17,31,31,32,32,31,30,30,29,30,29,30,30],2069:[17,31,32,31,32,31,30,30,30,29,29,30,31],2070:[17,31,31,31,32,31,31,29,30,30,29,30,30],2071:[17,31,31,32,31,31,31,30,29,30,29,30,30],2072:[17,31,32,31,32,31,30,30,29,30,29,30,30],2073:[17,31,32,31,32,31,30,30,30,29,29,30,31],2074:[17,31,31,31,32,31,31,30,29,30,29,30,30],2075:[17,31,31,32,31,31,31,30,29,30,29,30,30],2076:[16,31,32,31,32,31,30,30,30,29,29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n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return t-e*Math.floor(t/e)}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Persian\",jdEpoch:1948320.5,daysPerMonth:[31,31,31,31,31,31,30,30,30,30,30,29],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Persian\",epochs:[\"BP\",\"AP\"],monthNames:[\"Farvardin\",\"Ordibehesht\",\"Khordad\",\"Tir\",\"Mordad\",\"Shahrivar\",\"Mehr\",\"Aban\",\"Azar\",\"Day\",\"Bahman\",\"Esfand\"],monthNamesShort:[\"Far\",\"Ord\",\"Kho\",\"Tir\",\"Mor\",\"Sha\",\"Meh\",\"Aba\",\"Aza\",\"Day\",\"Bah\",\"Esf\"],dayNames:[\"Yekshambe\",\"Doshambe\",\"Seshambe\",\"Ch\\xe6harshambe\",\"Panjshambe\",\"Jom'e\",\"Shambe\"],dayNamesShort:[\"Yek\",\"Do\",\"Se\",\"Ch\\xe6\",\"Panj\",\"Jom\",\"Sha\"],dayNamesMin:[\"Ye\",\"Do\",\"Se\",\"Ch\",\"Pa\",\"Jo\",\"Sh\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 682*((e.year()-(e.year()>0?474:473))%2820+474+38)%2816<682},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-(n.dayOfWeek()+1)%7,\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=a.year(),e=a.month(),r=a.day();var i=t-(t>=0?474:473),s=474+o(i,2820);return r+(e<=7?31*(e-1):30*(e-1)+6)+Math.floor((682*s-110)/2816)+365*(s-1)+1029983*Math.floor(i/2820)+this.jdEpoch-1},fromJD:function(t){var e=(t=Math.floor(t)+.5)-this.toJD(475,1,1),r=Math.floor(e/1029983),n=o(e,1029983),a=2820;if(1029982!==n){var i=Math.floor(n/366),s=o(n,366);a=Math.floor((2134*i+2816*s+2815)/1028522)+i+1}var l=a+2820*r+474;l=l<=0?l-1:l;var c=t-this.toJD(l,1,1)+1,u=c<=186?Math.ceil(c/31):Math.ceil((c-6)/30),h=t-this.toJD(l,u,1)+1;return this.newDate(l,u,h)}}),n.calendars.persian=i,n.calendars.jalali=i},{\"../main\":570,\"object-assign\":456}],567:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\"),i=n.instance();function o(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}o.prototype=new n.baseCalendar,a(o.prototype,{name:\"Taiwan\",jdEpoch:2419402.5,yearsOffset:1911,daysPerMonth:[31,28,31,30,31,30,31,31,30,31,30,31],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Taiwan\",epochs:[\"BROC\",\"ROC\"],monthNames:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],monthNamesShort:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"],dayNames:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:1,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(e.year());return i.leapYear(t)},weekOfYear:function(t,e,r){var a=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(a.year());return i.weekOfYear(t,a.month(),a.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=this._t2gYear(a.year());return i.toJD(t,a.month(),a.day())},fromJD:function(t){var e=i.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)},_g2tYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)}}),n.calendars.taiwan=o},{\"../main\":570,\"object-assign\":456}],568:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\"),i=n.instance();function o(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}o.prototype=new n.baseCalendar,a(o.prototype,{name:\"Thai\",jdEpoch:1523098.5,yearsOffset:543,daysPerMonth:[31,28,31,30,31,30,31,31,30,31,30,31],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Thai\",epochs:[\"BBE\",\"BE\"],monthNames:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],monthNamesShort:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"],dayNames:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(e.year());return i.leapYear(t)},weekOfYear:function(t,e,r){var a=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(a.year());return i.weekOfYear(t,a.month(),a.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=this._t2gYear(a.year());return i.toJD(t,a.month(),a.day())},fromJD:function(t){var e=i.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)},_g2tYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)}}),n.calendars.thai=o},{\"../main\":570,\"object-assign\":456}],569:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"UmmAlQura\",hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Umm al-Qura\",epochs:[\"BH\",\"AH\"],monthNames:[\"Al-Muharram\",\"Safar\",\"Rabi' al-awwal\",\"Rabi' Al-Thani\",\"Jumada Al-Awwal\",\"Jumada Al-Thani\",\"Rajab\",\"Sha'aban\",\"Ramadan\",\"Shawwal\",\"Dhu al-Qi'dah\",\"Dhu al-Hijjah\"],monthNamesShort:[\"Muh\",\"Saf\",\"Rab1\",\"Rab2\",\"Jum1\",\"Jum2\",\"Raj\",\"Sha'\",\"Ram\",\"Shaw\",\"DhuQ\",\"DhuH\"],dayNames:[\"Yawm al-Ahad\",\"Yawm al-Ithnain\",\"Yawm al-Thal\\u0101th\\u0101\\u2019\",\"Yawm al-Arba\\u2018\\u0101\\u2019\",\"Yawm al-Kham\\u012bs\",\"Yawm al-Jum\\u2018a\",\"Yawm al-Sabt\"],dayNamesMin:[\"Ah\",\"Ith\",\"Th\",\"Ar\",\"Kh\",\"Ju\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!0}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 355===this.daysInYear(e.year())},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){for(var e=0,r=1;r<=12;r++)e+=this.daysInMonth(t,r);return e},daysInMonth:function(t,e){for(var r=this._validate(t,e,this.minDay,n.local.invalidMonth).toJD()-24e5+.5,a=0,i=0;i<o.length;i++){if(o[i]>r)return o[a]-o[a-1];a++}return 30},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate),i=12*(a.year()-1)+a.month()-15292;return a.day()+o[i-1]-1+24e5-.5},fromJD:function(t){for(var e=t-24e5+.5,r=0,n=0;n<o.length&&!(o[n]>e);n++)r++;var a=r+15292,i=Math.floor((a-1)/12),s=i+1,l=a-12*i,c=e-o[r-1]+1;return this.newDate(s,l,c)},isValid:function(t,e,r){var a=n.baseCalendar.prototype.isValid.apply(this,arguments);return a&&(a=(t=null!=t.year?t.year:t)>=1276&&t<=1500),a},_validate:function(t,e,r,a){var i=n.baseCalendar.prototype._validate.apply(this,arguments);if(i.year<1276||i.year>1500)throw a.replace(/\\{0\\}/,this.local.name);return i}}),n.calendars.ummalqura=i;var 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n=t(\"object-assign\");function a(){this.regionalOptions=[],this.regionalOptions[\"\"]={invalidCalendar:\"Calendar {0} not found\",invalidDate:\"Invalid {0} date\",invalidMonth:\"Invalid {0} month\",invalidYear:\"Invalid {0} year\",differentCalendars:\"Cannot mix {0} and {1} dates\"},this.local=this.regionalOptions[\"\"],this.calendars={},this._localCals={}}function i(t,e,r,n){if(this._calendar=t,this._year=e,this._month=r,this._day=n,0===this._calendar._validateLevel&&!this._calendar.isValid(this._year,this._month,this._day))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name)}function o(t,e){return\"000000\".substring(0,e-(t=\"\"+t).length)+t}function s(){this.shortYearCutoff=\"+10\"}function l(t){this.local=this.regionalOptions[t]||this.regionalOptions[\"\"]}n(a.prototype,{instance:function(t,e){t=(t||\"gregorian\").toLowerCase(),e=e||\"\";var r=this._localCals[t+\"-\"+e];if(!r&&this.calendars[t]&&(r=new this.calendars[t](e),this._localCals[t+\"-\"+e]=r),!r)throw(this.local.invalidCalendar||this.regionalOptions[\"\"].invalidCalendar).replace(/\\{0\\}/,t);return r},newDate:function(t,e,r,n,a){return(n=(null!=t&&t.year?t.calendar():\"string\"==typeof n?this.instance(n,a):n)||this.instance()).newDate(t,e,r)},substituteDigits:function(t){return function(e){return(e+\"\").replace(/[0-9]/g,function(e){return t[e]})}},substituteChineseDigits:function(t,e){return function(r){for(var n=\"\",a=0;r>0;){var i=r%10;n=(0===i?\"\":t[i]+e[a])+n,a++,r=Math.floor(r/10)}return 0===n.indexOf(t[1]+e[1])&&(n=n.substr(1)),n||t[0]}}}),n(i.prototype,{newDate:function(t,e,r){return this._calendar.newDate(null==t?this:t,e,r)},year:function(t){return 0===arguments.length?this._year:this.set(t,\"y\")},month:function(t){return 0===arguments.length?this._month:this.set(t,\"m\")},day:function(t){return 0===arguments.length?this._day:this.set(t,\"d\")},date:function(t,e,r){if(!this._calendar.isValid(t,e,r))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name);return this._year=t,this._month=e,this._day=r,this},leapYear:function(){return this._calendar.leapYear(this)},epoch:function(){return this._calendar.epoch(this)},formatYear:function(){return this._calendar.formatYear(this)},monthOfYear:function(){return this._calendar.monthOfYear(this)},weekOfYear:function(){return this._calendar.weekOfYear(this)},daysInYear:function(){return this._calendar.daysInYear(this)},dayOfYear:function(){return this._calendar.dayOfYear(this)},daysInMonth:function(){return this._calendar.daysInMonth(this)},dayOfWeek:function(){return this._calendar.dayOfWeek(this)},weekDay:function(){return this._calendar.weekDay(this)},extraInfo:function(){return this._calendar.extraInfo(this)},add:function(t,e){return this._calendar.add(this,t,e)},set:function(t,e){return this._calendar.set(this,t,e)},compareTo:function(t){if(this._calendar.name!==t._calendar.name)throw(c.local.differentCalendars||c.regionalOptions[\"\"].differentCalendars).replace(/\\{0\\}/,this._calendar.local.name).replace(/\\{1\\}/,t._calendar.local.name);var e=this._year!==t._year?this._year-t._year:this._month!==t._month?this.monthOfYear()-t.monthOfYear():this._day-t._day;return 0===e?0:e<0?-1:1},calendar:function(){return this._calendar},toJD:function(){return this._calendar.toJD(this)},fromJD:function(t){return this._calendar.fromJD(t)},toJSDate:function(){return this._calendar.toJSDate(this)},fromJSDate:function(t){return this._calendar.fromJSDate(t)},toString:function(){return(this.year()<0?\"-\":\"\")+o(Math.abs(this.year()),4)+\"-\"+o(this.month(),2)+\"-\"+o(this.day(),2)}}),n(s.prototype,{_validateLevel:0,newDate:function(t,e,r){return null==t?this.today():(t.year&&(this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),r=t.day(),e=t.month(),t=t.year()),new i(this,t,e,r))},today:function(){return this.fromJSDate(new Date)},epoch:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear).year()<0?this.local.epochs[0]:this.local.epochs[1]},formatYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return(e.year()<0?\"-\":\"\")+o(Math.abs(e.year()),4)},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear),12},monthOfYear:function(t,e){var r=this._validate(t,e,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth);return(r.month()+this.monthsInYear(r)-this.firstMonth)%this.monthsInYear(r)+this.minMonth},fromMonthOfYear:function(t,e){var r=(e+this.firstMonth-2*this.minMonth)%this.monthsInYear(t)+this.minMonth;return this._validate(t,r,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth),r},daysInYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return this.leapYear(e)?366:365},dayOfYear:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return n.toJD()-this.newDate(n.year(),this.fromMonthOfYear(n.year(),this.minMonth),this.minDay).toJD()+1},daysInWeek:function(){return 7},dayOfWeek:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return(Math.floor(this.toJD(n))+2)%this.daysInWeek()},extraInfo:function(t,e,r){return this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),{}},add:function(t,e,r){return this._validate(t,this.minMonth,this.minDay,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),this._correctAdd(t,this._add(t,e,r),e,r)},_add:function(t,e,r){if(this._validateLevel++,\"d\"===r||\"w\"===r){var n=t.toJD()+e*(\"w\"===r?this.daysInWeek():1),a=t.calendar().fromJD(n);return this._validateLevel--,[a.year(),a.month(),a.day()]}try{var i=t.year()+(\"y\"===r?e:0),o=t.monthOfYear()+(\"m\"===r?e:0);a=t.day();\"y\"===r?(t.month()!==this.fromMonthOfYear(i,o)&&(o=this.newDate(i,t.month(),this.minDay).monthOfYear()),o=Math.min(o,this.monthsInYear(i)),a=Math.min(a,this.daysInMonth(i,this.fromMonthOfYear(i,o)))):\"m\"===r&&(!function(t){for(;o<t.minMonth;)i--,o+=t.monthsInYear(i);for(var e=t.monthsInYear(i);o>e-1+t.minMonth;)i++,o-=e,e=t.monthsInYear(i)}(this),a=Math.min(a,this.daysInMonth(i,this.fromMonthOfYear(i,o))));var s=[i,this.fromMonthOfYear(i,o),a];return this._validateLevel--,s}catch(t){throw 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n=z.select(\".annotation-text-math-group\"),u=!n.empty(),d=c.bBox((u?n:U).node()),m=d.width,y=d.height,w=e.width||m,O=e.height||y,D=Math.round(w+2*R),j=Math.round(O+2*R);function V(t,e){return\"auto\"===e&&(e=t<1/3?\"left\":t>2/3?\"right\":\"center\"),{center:0,middle:0,left:.5,bottom:-.5,right:-.5,top:.5}[e]}for(var H=!1,G=[\"x\",\"y\"],Y=0;Y<G.length;Y++){var W,X,Z,J,K,Q=G[Y],$=e[Q+\"ref\"]||Q,tt=e[\"a\"+Q+\"ref\"],et={x:s,y:v}[Q],rt=(E+(\"x\"===Q?0:-90))*Math.PI/180,nt=D*Math.cos(rt),at=j*Math.sin(rt),it=Math.abs(nt)+Math.abs(at),ot=e[Q+\"anchor\"],st=e[Q+\"shift\"]*(\"x\"===Q?1:-1),lt=S[Q];if(et){var ct=et.r2fraction(e[Q]);(ct<0||ct>1)&&(tt===$?((ct=et.r2fraction(e[\"a\"+Q]))<0||ct>1)&&(H=!0):H=!0),W=et._offset+et.r2p(e[Q]),J=.5}else\"x\"===Q?(Z=e[Q],W=b.l+b.w*Z):(Z=1-e[Q],W=b.t+b.h*Z),J=e.showarrow?.5:Z;if(e.showarrow){lt.head=W;var ut=e[\"a\"+Q];K=nt*V(.5,e.xanchor)-at*V(.5,e.yanchor),tt===$?(lt.tail=et._offset+et.r2p(ut),X=K):(lt.tail=W+ut,X=K+ut),lt.text=lt.tail+K;var 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yt,xt=function(r,n){L.selectAll(\".annotation-arrow-g\").remove();var u=S.x.head,h=S.y.head,f=S.x.tail+r,d=S.y.tail+n,m=S.x.text+r,y=S.y.text+n,x=o.rotationXYMatrix(E,m,y),w=o.apply2DTransform(x),A=o.apply2DTransform2(x),P=+F.attr(\"width\"),O=+F.attr(\"height\"),I=m-.5*P,D=I+P,R=y-.5*O,B=R+O,N=[[I,R,I,B],[I,B,D,B],[D,B,D,R],[D,R,I,R]].map(A);if(!N.reduce(function(t,e){return t^!!o.segmentsIntersect(u,h,u+1e6,h+1e6,e[0],e[1],e[2],e[3])},!1)){N.forEach(function(t){var e=o.segmentsIntersect(f,d,u,h,t[0],t[1],t[2],t[3]);e&&(f=e.x,d=e.y)});var j=e.arrowwidth,V=e.arrowcolor,U=e.arrowside,q=L.append(\"g\").style({opacity:l.opacity(V)}).classed(\"annotation-arrow-g\",!0),H=q.append(\"path\").attr(\"d\",\"M\"+f+\",\"+d+\"L\"+u+\",\"+h).style(\"stroke-width\",j+\"px\").call(l.stroke,l.rgb(V));if(g(H,U,e),_.annotationPosition&&H.node().parentNode&&!i){var G=u,Y=h;if(e.standoff){var W=Math.sqrt(Math.pow(u-f,2)+Math.pow(h-d,2));G+=e.standoff*(f-u)/W,Y+=e.standoff*(d-h)/W}var X,Z,J=q.append(\"path\").classed(\"annotation-arrow\",!0).classed(\"anndrag\",!0).classed(\"cursor-move\",!0).attr({d:\"M3,3H-3V-3H3ZM0,0L\"+(f-G)+\",\"+(d-Y),transform:\"translate(\"+G+\",\"+Y+\")\"}).style(\"stroke-width\",j+6+\"px\").call(l.stroke,\"rgba(0,0,0,0)\").call(l.fill,\"rgba(0,0,0,0)\");p.init({element:J.node(),gd:t,prepFn:function(){var t=c.getTranslate(z);X=t.x,Z=t.y,s&&s.autorange&&k(s._name+\".autorange\",!0),v&&v.autorange&&k(v._name+\".autorange\",!0)},moveFn:function(t,r){var n=w(X,Z),a=n[0]+t,i=n[1]+r;z.call(c.setTranslate,a,i),T(\"x\",s?s.p2r(s.r2p(e.x)+t):e.x+t/b.w),T(\"y\",v?v.p2r(v.r2p(e.y)+r):e.y-r/b.h),e.axref===e.xref&&T(\"ax\",s.p2r(s.r2p(e.ax)+t)),e.ayref===e.yref&&T(\"ay\",v.p2r(v.r2p(e.ay)+r)),q.attr(\"transform\",\"translate(\"+t+\",\"+r+\")\"),C.attr({transform:\"rotate(\"+E+\",\"+a+\",\"+i+\")\"})},doneFn:function(){a.call(\"_guiRelayout\",t,M());var 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h=d.width;i=\"M\"+(r.x-h)+\",\"+r.yh+\"h\"+2*h+\"m-\"+h+\",0V\"+r.ys,r.noYS||(i+=\"m-\"+h+\",0h\"+2*h),!o.size()?o=e.append(\"path\").style(\"vector-effect\",\"non-scaling-stroke\").classed(\"yerror\",!0):u&&(o=o.transition().duration(s.duration).ease(s.easing)),o.attr(\"d\",i)}else o.remove();var f=e.select(\"path.xerror\");if(p.visible&&a(r.y)&&a(r.xh)&&a(r.xs)){var v=(p.copy_ystyle?d:p).width;i=\"M\"+r.xh+\",\"+(r.y-v)+\"v\"+2*v+\"m0,-\"+v+\"H\"+r.xs,r.noXS||(i+=\"m0,-\"+v+\"v\"+2*v),!f.size()?f=e.append(\"path\").style(\"vector-effect\",\"non-scaling-stroke\").classed(\"xerror\",!0):u&&(f=f.transition().duration(s.duration).ease(s.easing)),f.attr(\"d\",i)}else f.remove()}})}})}},{\"../../traces/scatter/subtypes\":1144,\"../drawing\":613,d3:165,\"fast-isnumeric\":228}],621:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../color\");e.exports=function(t){t.each(function(t){var e=t[0].trace,r=e.error_y||{},i=e.error_x||{},o=n.select(this);o.selectAll(\"path.yerror\").style(\"stroke-width\",r.thickness+\"px\").call(a.stroke,r.color),i.copy_ystyle&&(i=r),o.selectAll(\"path.xerror\").style(\"stroke-width\",i.thickness+\"px\").call(a.stroke,i.color)})}},{\"../color\":592,d3:165}],622:[function(t,e,r){\"use strict\";var n=t(\"../../plots/font_attributes\"),a=t(\"./layout_attributes\").hoverlabel,i=t(\"../../lib/extend\").extendFlat;e.exports={hoverlabel:{bgcolor:i({},a.bgcolor,{arrayOk:!0}),bordercolor:i({},a.bordercolor,{arrayOk:!0}),font:n({arrayOk:!0,editType:\"none\"}),align:i({},a.align,{arrayOk:!0}),namelength:i({},a.namelength,{arrayOk:!0}),editType:\"none\"}}},{\"../../lib/extend\":708,\"../../plots/font_attributes\":791,\"./layout_attributes\":631}],623:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../registry\");function i(t,e,r,a){a=a||n.identity,Array.isArray(t)&&(e[0][r]=a(t))}e.exports=function(t){var 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0!==r&&a(t,e,r,!0),t._hoverdata&&e&&e.target&&(i&&i.then?i.then(o):o(),e.stopImmediatePropagation&&e.stopImmediatePropagation())}},{\"../../registry\":846,\"./hover\":628}],625:[function(t,e,r){\"use strict\";e.exports={YANGLE:60,HOVERARROWSIZE:6,HOVERTEXTPAD:3,HOVERFONTSIZE:13,HOVERFONT:\"Arial, sans-serif\",HOVERMINTIME:50,HOVERID:\"-hover\"}},{}],626:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"./attributes\"),i=t(\"./hoverlabel_defaults\");e.exports=function(t,e,r,o){var s=n.extendFlat({},o.hoverlabel);e.hovertemplate&&(s.namelength=-1),i(t,e,function(r,i){return n.coerce(t,e,a,r,i)},s)}},{\"../../lib\":717,\"./attributes\":622,\"./hoverlabel_defaults\":629}],627:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");r.getSubplot=function(t){return t.subplot||t.xaxis+t.yaxis||t.geo},r.isTraceInSubplots=function(t,e){if(\"splom\"===t.type){for(var n=t.xaxes||[],a=t.yaxes||[],i=0;i<n.length;i++)for(var o=0;o<a.length;o++)if(-1!==e.indexOf(n[i]+a[o]))return!0;return!1}return-1!==e.indexOf(r.getSubplot(t))},r.flat=function(t,e){for(var r=new Array(t.length),n=0;n<t.length;n++)r[n]=e;return r},r.p2c=function(t,e){for(var r=new Array(t.length),n=0;n<t.length;n++)r[n]=t[n].p2c(e);return r},r.getDistanceFunction=function(t,e,n,a){return\"closest\"===t?a||r.quadrature(e,n):\"x\"===t?e:n},r.getClosest=function(t,e,r){if(!1!==r.index)r.index>=0&&r.index<t.length?r.distance=0:r.index=!1;else for(var n=0;n<t.length;n++){var a=e(t[n]);a<=r.distance&&(r.index=n,r.distance=a)}return r},r.inbox=function(t,e,r){return t*e<0||0===t?r:1/0},r.quadrature=function(t,e){return function(r){var n=t(r),a=e(r);return Math.sqrt(n*n+a*a)}},r.makeEventData=function(t,e,n){var a=\"index\"in t?t.index:t.pointNumber,i={data:e._input,fullData:e,curveNumber:e.index,pointNumber:a};if(e._indexToPoints){var o=e._indexToPoints[a];1===o.length?i.pointIndex=o[0]:i.pointIndices=o}else i.pointIndex=a;return 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a=t.map(function(t){return{color:t.color||h.defaultLine,x0:t.x0||t.x||0,x1:t.x1||t.x||0,y0:t.y0||t.y||0,y1:t.y1||t.y||0,xLabel:t.xLabel,yLabel:t.yLabel,zLabel:t.zLabel,text:t.text,name:t.name,idealAlign:t.idealAlign,borderColor:t.borderColor,fontFamily:t.fontFamily,fontSize:t.fontSize,fontColor:t.fontColor,nameLength:t.nameLength,textAlign:t.textAlign,trace:t.trace||{index:0,hoverinfo:\"\"},xa:{_offset:0},ya:{_offset:0},index:0,hovertemplate:t.hovertemplate||!1,eventData:t.eventData||!1,hovertemplateLabels:t.hovertemplateLabels||!1}}),i=n.select(e.container),o=e.outerContainer?n.select(e.outerContainer):i,s={hovermode:\"closest\",rotateLabels:!1,bgColor:e.bgColor||h.background,container:i,outerContainer:o},l=M(a,s,e.gd),c=0,u=0;return l.sort(function(t,e){return t.y0-e.y0}).each(function(t,r){var n=t.y0-t.by/2;t.offset=n-5<c?c-n+5:0,c=n+t.by+t.offset,r===e.anchorIndex&&(u=t.offset)}).each(function(t){t.offset-=u}),A(l,s.rotateLabels),r?l:l.node()};var T=/<extra>([\\s\\S]*)<\\/extra>/;function M(t,e,r){var a=r._fullLayout,i=e.hovermode,s=e.rotateLabels,c=e.bgColor,f=e.container,p=e.outerContainer,d=e.commonLabelOpts||{},g=e.fontFamily||v.HOVERFONT,y=e.fontSize||v.HOVERFONTSIZE,x=t[0],b=x.xa,_=x.ya,M=\"y\"===i?\"yLabel\":\"xLabel\",A=x[M],S=(String(A)||\"\").split(\" \")[0],E=p.node().getBoundingClientRect(),L=E.top,P=E.width,O=E.height,z=void 0!==A&&x.distance<=e.hoverdistance&&(\"x\"===i||\"y\"===i);if(z){var I,D,R=!0;for(I=0;I<t.length;I++)if(R&&void 0===t[I].zLabel&&(R=!1),D=t[I].hoverinfo||t[I].trace.hoverinfo){var F=Array.isArray(D)?D:D.split(\"+\");if(-1===F.indexOf(\"all\")&&-1===F.indexOf(i)){z=!1;break}}R&&(z=!1)}var B=f.selectAll(\"g.axistext\").data(z?[0]:[]);B.enter().append(\"g\").classed(\"axistext\",!0),B.exit().remove(),B.each(function(){var 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O=C.width/2+k;T<O?(T=O,s.attr(\"d\",\"M-\"+(O-w)+\",0L-\"+(O-2*w)+\",\"+P+w+\"H\"+(k+C.width/2)+\"v\"+P+(2*k+C.height)+\"H-\"+O+\"V\"+P+w+\"Z\")):T>a.width-O?(T=a.width-O,s.attr(\"d\",\"M\"+(O-w)+\",0L\"+O+\",\"+P+w+\"v\"+P+(2*k+C.height)+\"H-\"+O+\"V\"+P+w+\"H\"+(O-2*w)+\"Z\")):s.attr(\"d\",\"M0,0L\"+w+\",\"+P+w+\"H\"+(k+C.width/2)+\"v\"+P+(2*k+C.height)+\"H-\"+(k+C.width/2)+\"V\"+P+w+\"H-\"+w+\"Z\")}else{var z,I,D;\"right\"===_.side?(z=\"start\",I=1,D=\"\",T=b._offset+b._length):(z=\"end\",I=-1,D=\"-\",T=b._offset),E=_._offset+(x.y0+x.y1)/2,c.attr(\"text-anchor\",z),s.attr(\"d\",\"M0,0L\"+D+w+\",\"+w+\"V\"+(k+C.height/2)+\"h\"+D+(2*k+C.width)+\"V-\"+(k+C.height/2)+\"H\"+D+w+\"V-\"+w+\"Z\");var R,F=C.height/2,B=L-C.top-F,N=\"clip\"+a._uid+\"commonlabel\"+_._id;if(T<C.width+2*k+w){R=\"M-\"+(w+k)+\"-\"+F+\"h-\"+(C.width-k)+\"V\"+F+\"h\"+(C.width-k)+\"Z\";var j=C.width-T+k;l.positionText(c,j,B),\"end\"===z&&c.selectAll(\"tspan\").each(function(){var t=n.select(this),e=u.tester.append(\"text\").text(t.text()).call(u.font,m),r=e.node().getBoundingClientRect();Math.round(r.width)<Math.round(C.width)&&t.attr(\"x\",j-r.width),e.remove()})}else l.positionText(c,I*(k+w),B),R=null;var V=a._topclips.selectAll(\"#\"+N).data(R?[0]:[]);V.enter().append(\"clipPath\").attr(\"id\",N).append(\"path\"),V.exit().remove(),V.select(\"path\").attr(\"d\",R),u.setClipUrl(c,R?N:null,r)}e.attr(\"transform\",\"translate(\"+T+\",\"+E+\")\"),t=t.filter(function(t){return void 0!==t.zLabelVal||(t[M]||\"\").split(\" \")[0]===S})});var N=f.selectAll(\"g.hovertext\").data(t,function(t){return[t.trace.index,t.index,t.x0,t.y0,t.name,t.attr,t.xa,t.ya||\"\"].join(\",\")});return N.enter().append(\"g\").classed(\"hovertext\",!0).each(function(){var t=n.select(this);t.append(\"rect\").call(h.fill,h.addOpacity(c,.8)),t.append(\"text\").classed(\"name\",!0),t.append(\"path\").style(\"stroke-width\",\"1px\"),t.append(\"text\").classed(\"nums\",!0).call(u.font,g,y)}),N.exit().remove(),N.each(function(t){var e=n.select(this).attr(\"transform\",\"\"),f=\"\",p=\"\",d=t.bgcolor||t.color,v=h.combine(h.opacity(d)?d:h.defaultLine,c),x=h.combine(h.opacity(t.color)?t.color:h.defaultLine,c),b=t.borderColor||h.contrast(v);void 0!==t.nameOverride&&(t.name=t.nameOverride),t.name&&(t.trace._meta&&(t.name=o.templateString(t.name,t.trace._meta)),f=C(t.name,t.nameLength)),void 0!==t.zLabel?(void 0!==t.xLabel&&(p+=\"x: \"+t.xLabel+\"<br>\"),void 0!==t.yLabel&&(p+=\"y: \"+t.yLabel+\"<br>\"),\"choropleth\"!==t.trace.type&&\"choroplethmapbox\"!==t.trace.type&&(p+=(p?\"z: \":\"\")+t.zLabel)):z&&t[i+\"Label\"]===A?p=t[(\"x\"===i?\"y\":\"x\")+\"Label\"]||\"\":void 0===t.xLabel?void 0!==t.yLabel&&\"scattercarpet\"!==t.trace.type&&(p=t.yLabel):p=void 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N,j,V=I.node().getBoundingClientRect(),U=t.xa._offset+(t.x0+t.x1)/2,q=t.ya._offset+(t.y0+t.y1)/2,H=Math.abs(t.x1-t.x0),G=Math.abs(t.y1-t.y0),Y=V.width+w+k+R;if(t.ty0=L-V.top,t.bx=V.width+2*k,t.by=Math.max(V.height+2*k,F),t.anchor=\"start\",t.txwidth=V.width,t.tx2width=R,t.offset=0,s)t.pos=U,N=q+G/2+Y<=O,j=q-G/2-Y>=0,\"top\"!==t.idealAlign&&N||!j?N?(q+=G/2,t.anchor=\"start\"):t.anchor=\"middle\":(q-=G/2,t.anchor=\"end\");else if(t.pos=q,N=U+H/2+Y<=P,j=U-H/2-Y>=0,\"left\"!==t.idealAlign&&N||!j)if(N)U+=H/2,t.anchor=\"start\";else{t.anchor=\"middle\";var W=Y/2,X=U+W-P,Z=U-W;X>0&&(U-=X),Z<0&&(U+=-Z)}else U-=H/2,t.anchor=\"end\";I.attr(\"text-anchor\",t.anchor),R&&D.attr(\"text-anchor\",t.anchor),e.attr(\"transform\",\"translate(\"+U+\",\"+q+\")\"+(s?\"rotate(\"+m+\")\":\"\"))}),N}function A(t,e){t.each(function(t){var r=n.select(this);if(t.del)return r.remove();var a=r.select(\"text.nums\"),i=t.anchor,o=\"end\"===i?-1:1,s={start:1,end:-1,middle:0}[i],c=s*(w+k),h=c+s*(t.txwidth+k),f=0,p=t.offset;\"middle\"===i&&(c-=t.tx2width/2,h+=t.txwidth/2+k),e&&(p*=-_,f=t.offset*b),r.select(\"path\").attr(\"d\",\"middle\"===i?\"M-\"+(t.bx/2+t.tx2width/2)+\",\"+(p-t.by/2)+\"h\"+t.bx+\"v\"+t.by+\"h-\"+t.bx+\"Z\":\"M0,0L\"+(o*w+f)+\",\"+(w+p)+\"v\"+(t.by/2-w)+\"h\"+o*t.bx+\"v-\"+t.by+\"H\"+(o*w+f)+\"V\"+(p-w)+\"Z\");var d=c+f,g=p+t.ty0-t.by/2+k,v=t.textAlign||\"auto\";\"auto\"!==v&&(\"left\"===v&&\"start\"!==i?(a.attr(\"text-anchor\",\"start\"),d=\"middle\"===i?-t.bx/2-t.tx2width/2+k:-t.bx-k):\"right\"===v&&\"end\"!==i&&(a.attr(\"text-anchor\",\"end\"),d=\"middle\"===i?t.bx/2-t.tx2width/2-k:t.bx+k)),a.call(l.positionText,d,g),t.tx2width&&(r.select(\"text.name\").call(l.positionText,h+s*k+f,p+t.ty0-t.by/2+k),r.select(\"rect\").call(u.setRect,h+(s-1)*t.tx2width/2+f,p-t.by/2-1,t.tx2width,t.by+2))})}function S(t,e){var r=t.index,n=t.trace||{},i=t.cd[0],s=t.cd[r]||{};function l(t){return t||a(t)&&0===t}var c=Array.isArray(r)?function(t,e){var a=o.castOption(i,r,t);return l(a)?a:o.extractOption({},n,\"\",e)}:function(t,e){return o.extractOption(s,n,t,e)};function u(e,r,n){var a=c(r,n);l(a)&&(t[e]=a)}if(u(\"hoverinfo\",\"hi\",\"hoverinfo\"),u(\"bgcolor\",\"hbg\",\"hoverlabel.bgcolor\"),u(\"borderColor\",\"hbc\",\"hoverlabel.bordercolor\"),u(\"fontFamily\",\"htf\",\"hoverlabel.font.family\"),u(\"fontSize\",\"hts\",\"hoverlabel.font.size\"),u(\"fontColor\",\"htc\",\"hoverlabel.font.color\"),u(\"nameLength\",\"hnl\",\"hoverlabel.namelength\"),u(\"textAlign\",\"hta\",\"hoverlabel.align\"),t.posref=\"y\"===e||\"closest\"===e&&\"h\"===n.orientation?t.xa._offset+(t.x0+t.x1)/2:t.ya._offset+(t.y0+t.y1)/2,t.x0=o.constrain(t.x0,0,t.xa._length),t.x1=o.constrain(t.x1,0,t.xa._length),t.y0=o.constrain(t.y0,0,t.ya._length),t.y1=o.constrain(t.y1,0,t.ya._length),void 0!==t.xLabelVal&&(t.xLabel=\"xLabel\"in t?t.xLabel:p.hoverLabelText(t.xa,t.xLabelVal),t.xVal=t.xa.c2d(t.xLabelVal)),void 0!==t.yLabelVal&&(t.yLabel=\"yLabel\"in t?t.yLabel:p.hoverLabelText(t.ya,t.yLabelVal),t.yVal=t.ya.c2d(t.yLabelVal)),void 0!==t.zLabelVal&&void 0===t.zLabel&&(t.zLabel=String(t.zLabelVal)),!(isNaN(t.xerr)||\"log\"===t.xa.type&&t.xerr<=0)){var h=p.tickText(t.xa,t.xa.c2l(t.xerr),\"hover\").text;void 0!==t.xerrneg?t.xLabel+=\" +\"+h+\" / -\"+p.tickText(t.xa,t.xa.c2l(t.xerrneg),\"hover\").text:t.xLabel+=\" \\xb1 \"+h,\"x\"===e&&(t.distance+=1)}if(!(isNaN(t.yerr)||\"log\"===t.ya.type&&t.yerr<=0)){var f=p.tickText(t.ya,t.ya.c2l(t.yerr),\"hover\").text;void 0!==t.yerrneg?t.yLabel+=\" +\"+f+\" / -\"+p.tickText(t.ya,t.ya.c2l(t.yerrneg),\"hover\").text:t.yLabel+=\" \\xb1 \"+f,\"y\"===e&&(t.distance+=1)}var d=t.hoverinfo||t.trace.hoverinfo;return d&&\"all\"!==d&&(-1===(d=Array.isArray(d)?d:d.split(\"+\")).indexOf(\"x\")&&(t.xLabel=void 0),-1===d.indexOf(\"y\")&&(t.yLabel=void 0),-1===d.indexOf(\"z\")&&(t.zLabel=void 0),-1===d.indexOf(\"text\")&&(t.text=void 0),-1===d.indexOf(\"name\")&&(t.name=void 0)),t}function E(t,e,r){var n,a,o=r.container,s=r.fullLayout,l=s._size,c=r.event,f=!!e.hLinePoint,d=!!e.vLinePoint;if(o.selectAll(\".spikeline\").remove(),d||f){var g=h.combine(s.plot_bgcolor,s.paper_bgcolor);if(f){var v,m,y=e.hLinePoint;n=y&&y.xa,\"cursor\"===(a=y&&y.ya).spikesnap?(v=c.pointerX,m=c.pointerY):(v=n._offset+y.x,m=a._offset+y.y);var x,b,_=i.readability(y.color,g)<1.5?h.contrast(g):y.color,w=a.spikemode,k=a.spikethickness,T=a.spikecolor||_,M=p.getPxPosition(t,a);if(-1!==w.indexOf(\"toaxis\")||-1!==w.indexOf(\"across\")){if(-1!==w.indexOf(\"toaxis\")&&(x=M,b=v),-1!==w.indexOf(\"across\")){var A=a._counterDomainMin,S=a._counterDomainMax;\"free\"===a.anchor&&(A=Math.min(A,a.position),S=Math.max(S,a.position)),x=l.l+A*l.w,b=l.l+S*l.w}o.insert(\"line\",\":first-child\").attr({x1:x,x2:b,y1:m,y2:m,\"stroke-width\":k,stroke:T,\"stroke-dasharray\":u.dashStyle(a.spikedash,k)}).classed(\"spikeline\",!0).classed(\"crisp\",!0),o.insert(\"line\",\":first-child\").attr({x1:x,x2:b,y1:m,y2:m,\"stroke-width\":k+2,stroke:g}).classed(\"spikeline\",!0).classed(\"crisp\",!0)}-1!==w.indexOf(\"marker\")&&o.insert(\"circle\",\":first-child\").attr({cx:M+(\"right\"!==a.side?k:-k),cy:m,r:k,fill:T}).classed(\"spikeline\",!0)}if(d){var E,L,C=e.vLinePoint;n=C&&C.xa,a=C&&C.ya,\"cursor\"===n.spikesnap?(E=c.pointerX,L=c.pointerY):(E=n._offset+C.x,L=a._offset+C.y);var P,O,z=i.readability(C.color,g)<1.5?h.contrast(g):C.color,I=n.spikemode,D=n.spikethickness,R=n.spikecolor||z,F=p.getPxPosition(t,n);if(-1!==I.indexOf(\"toaxis\")||-1!==I.indexOf(\"across\")){if(-1!==I.indexOf(\"toaxis\")&&(P=F,O=L),-1!==I.indexOf(\"across\")){var B=n._counterDomainMin,N=n._counterDomainMax;\"free\"===n.anchor&&(B=Math.min(B,n.position),N=Math.max(N,n.position)),P=l.t+(1-N)*l.h,O=l.t+(1-B)*l.h}o.insert(\"line\",\":first-child\").attr({x1:E,x2:E,y1:P,y2:O,\"stroke-width\":D,stroke:R,\"stroke-dasharray\":u.dashStyle(n.spikedash,D)}).classed(\"spikeline\",!0).classed(\"crisp\",!0),o.insert(\"line\",\":first-child\").attr({x1:E,x2:E,y1:P,y2:O,\"stroke-width\":D+2,stroke:g}).classed(\"spikeline\",!0).classed(\"crisp\",!0)}-1!==I.indexOf(\"marker\")&&o.insert(\"circle\",\":first-child\").attr({cx:E,cy:F-(\"top\"!==n.side?D:-D),r:D,fill:R}).classed(\"spikeline\",!0)}}}function L(t,e){return!e||(e.vLinePoint!==t._spikepoints.vLinePoint||e.hLinePoint!==t._spikepoints.hLinePoint)}function C(t,e){return l.plainText(t||\"\",{len:e,allowedTags:[\"br\",\"sub\",\"sup\",\"b\",\"i\",\"em\"]})}},{\"../../lib\":717,\"../../lib/events\":707,\"../../lib/override_cursor\":728,\"../../lib/svg_text_utils\":741,\"../../plots/cartesian/axes\":765,\"../../registry\":846,\"../color\":592,\"../dragelement\":610,\"../drawing\":613,\"./constants\":625,\"./helpers\":627,d3:165,\"fast-isnumeric\":228,tinycolor2:536}],629:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t,e,r,a){r(\"hoverlabel.bgcolor\",(a=a||{}).bgcolor),r(\"hoverlabel.bordercolor\",a.bordercolor),r(\"hoverlabel.namelength\",a.namelength),n.coerceFont(r,\"hoverlabel.font\",a.font),r(\"hoverlabel.align\",a.align)}},{\"../../lib\":717}],630:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../lib\"),i=t(\"../dragelement\"),o=t(\"./helpers\"),s=t(\"./layout_attributes\"),l=t(\"./hover\");e.exports={moduleType:\"component\",name:\"fx\",constants:t(\"./constants\"),schema:{layout:s},attributes:t(\"./attributes\"),layoutAttributes:s,supplyLayoutGlobalDefaults:t(\"./layout_global_defaults\"),supplyDefaults:t(\"./defaults\"),supplyLayoutDefaults:t(\"./layout_defaults\"),calc:t(\"./calc\"),getDistanceFunction:o.getDistanceFunction,getClosest:o.getClosest,inbox:o.inbox,quadrature:o.quadrature,appendArrayPointValue:o.appendArrayPointValue,castHoverOption:function(t,e,r){return a.castOption(t,e,\"hoverlabel.\"+r)},castHoverinfo:function(t,e,r){return a.castOption(t,r,\"hoverinfo\",function(r){return a.coerceHoverinfo({hoverinfo:r},{_module:t._module},e)})},hover:l.hover,unhover:i.unhover,loneHover:l.loneHover,loneUnhover:function(t){var e=a.isD3Selection(t)?t:n.select(t);e.selectAll(\"g.hovertext\").remove(),e.selectAll(\".spikeline\").remove()},click:t(\"./click\")}},{\"../../lib\":717,\"../dragelement\":610,\"./attributes\":622,\"./calc\":623,\"./click\":624,\"./constants\":625,\"./defaults\":626,\"./helpers\":627,\"./hover\":628,\"./layout_attributes\":631,\"./layout_defaults\":632,\"./layout_global_defaults\":633,d3:165}],631:[function(t,e,r){\"use strict\";var 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s=l.tester(t[o]);s.subtract=t[o].subtract,e.push(s),r=Math.min(r,s.xmin),n=Math.max(n,s.xmax),a=Math.min(a,s.ymin),i=Math.max(i,s.ymax)}return{xmin:r,xmax:n,ymin:a,ymax:i,pts:[],contains:function(t,r,n,a){for(var i=!1,o=0;o<e.length;o++)e[o].contains(t,r,n,a)&&(i=!1===e[o].subtract);return i},isRect:!1,degenerate:!1}}function k(t,e,r){var n=e._fullLayout,a=r.plotinfo,i=n._lastSelectedSubplot&&n._lastSelectedSubplot===a.id,o=t.shiftKey||t.altKey;i&&o&&a.selection&&a.selection.selectionDefs&&!r.selectionDefs?(r.selectionDefs=a.selection.selectionDefs,r.mergedPolygons=a.selection.mergedPolygons):o&&a.selection||T(r),i||(C(e),n._lastSelectedSubplot=a.id)}function T(t){var e=t.plotinfo;e.selection={},e.selection.selectionDefs=t.selectionDefs=[],e.selection.mergedPolygons=t.mergedPolygons=[]}function M(t,e,r,n){var 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n=t(\"d3\"),a=t(\"../../registry\"),i=t(\"../../lib\"),o=t(\"../../components/color\"),s=t(\"../../components/drawing\"),l=t(\"../../components/fx\"),c=t(\"../plots\"),u=t(\"../cartesian/axes\"),h=t(\"../cartesian/autorange\").getAutoRange,f=t(\"../../components/dragelement\"),p=t(\"../cartesian/select\").prepSelect,d=t(\"../cartesian/select\").selectOnClick,g=t(\"./zoom\"),v=t(\"./constants\"),m=t(\"../../lib/geo_location_utils\"),y=t(\"../../lib/topojson_utils\"),x=t(\"topojson-client\").feature;function 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e=t.projection.type,r=n.geo[v.projNames[e]](),a=t._isClipped?v.lonaxisSpan[e]/2:null,i=[\"center\",\"rotate\",\"parallels\",\"clipExtent\"],o=function(t){return t?r:[]},s=0;s<i.length;s++){var l=i[s];\"function\"!=typeof r[l]&&(r[l]=o)}r.isLonLatOverEdges=function(t){if(null===r(t))return!0;if(a){var e=r.rotate();return n.geo.distance(t,[-e[0],-e[1]])>a*Math.PI/180}return!1},r.getPath=function(){return n.geo.path().projection(r)},r.getBounds=function(t){return r.getPath().bounds(t)},r.fitExtent=function(t,e){var n=t[1][0]-t[0][0],a=t[1][1]-t[0][1],i=r.clipExtent&&r.clipExtent();r.scale(150).translate([0,0]),i&&r.clipExtent(null);var o=r.getBounds(e),s=Math.min(n/(o[1][0]-o[0][0]),a/(o[1][1]-o[0][1])),l=+t[0][0]+(n-s*(o[1][0]+o[0][0]))/2,c=+t[0][1]+(a-s*(o[1][1]+o[0][1]))/2;return i&&r.clipExtent(i),r.scale(150*s).translate([l,c])},r.precision(v.precision),a&&r.clipAngle(a-v.clipPad);return 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h(t)||f(t)?e[\"show\"+t]:!c(t)||e[t].showgrid}),d=r.framework.selectAll(\".layer\").data(p,String);d.exit().each(function(t){delete i[t],delete l[t],n.select(this).remove()}),d.enter().append(\"g\").attr(\"class\",function(t){return\"layer \"+t}).each(function(t){var e=i[t]=n.select(this);\"bg\"===t?r.bgRect=e.append(\"rect\").style(\"pointer-events\",\"all\"):c(t)?l[t]=e.append(\"path\").style(\"fill\",\"none\"):\"backplot\"===t?e.append(\"g\").classed(\"choroplethlayer\",!0):\"frontplot\"===t?e.append(\"g\").classed(\"scatterlayer\",!0):h(t)?l[t]=e.append(\"path\").style(\"fill\",\"none\").style(\"stroke-miterlimit\",2):f(t)&&(l[t]=e.append(\"path\").style(\"stroke\",\"none\"))}),d.order(),d.each(function(r){var n=l[r],i=v.layerNameToAdjective[r];\"frame\"===r?n.datum(v.sphereSVG):h(r)||f(r)?n.datum(x(a,a.objects[r])):c(r)&&n.datum(function(t,e,r){var n,a,i,o=e[t],s=v.scopeDefaults[e.scope];\"lonaxis\"===t?(n=s.lonaxisRange,a=s.lataxisRange,i=function(t,e){return[t,e]}):\"lataxis\"===t&&(n=s.lataxisRange,a=s.lonaxisRange,i=function(t,e){return[e,t]});var l={type:\"linear\",range:[n[0],n[1]-1e-6],tick0:o.tick0,dtick:o.dtick};u.setConvert(l,r);var c=u.calcTicks(l);e.isScoped||\"lonaxis\"!==t||c.pop();for(var h=c.length,f=new Array(h),p=0;p<h;p++)for(var d=c[p].x,g=f[p]=[],m=a[0];m<a[1]+2.5;m+=2.5)g.push(i(d,m));return{type:\"MultiLineString\",coordinates:f}}(r,e,t)).call(o.stroke,e[r].gridcolor).call(s.dashLine,\"\",e[r].gridwidth),h(r)?n.call(o.stroke,e[i+\"color\"]).call(s.dashLine,\"\",e[i+\"width\"]):f(r)&&n.call(o.fill,e[i+\"color\"])})},_.updateDims=function(t,e){var r=this.bounds,n=(e.framewidth||0)/2,a=r[0][0]-n,i=r[0][1]-n,l=r[1][0]-a+n,c=r[1][1]-i+n;s.setRect(this.clipRect,a,i,l,c),this.bgRect.call(s.setRect,a,i,l,c).call(o.fill,e.bgcolor),this.xaxis._offset=a,this.xaxis._length=l,this.yaxis._offset=i,this.yaxis._length=c},_.updateFx=function(t,e){var r=this,i=r.graphDiv,o=r.bgRect,s=t.dragmode,c=t.clickmode;if(!r.isStatic){var u;\"select\"===s?u=function(t,e){(t.range={})[r.id]=[v([e.xmin,e.ymin]),v([e.xmax,e.ymax])]}:\"lasso\"===s&&(u=function(t,e,n){(t.lassoPoints={})[r.id]=n.filtered.map(v)});var h={element:r.bgRect.node(),gd:i,plotinfo:{id:r.id,xaxis:r.xaxis,yaxis:r.yaxis,fillRangeItems:u},xaxes:[r.xaxis],yaxes:[r.yaxis],subplot:r.id,clickFn:function(e){2===e&&t._zoomlayer.selectAll(\".select-outline\").remove()}};\"pan\"===s?(o.node().onmousedown=null,o.call(g(r,e)),o.on(\"dblclick.zoom\",function(){var t=r.viewInitial,e={};for(var n in 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t=this,e=t.graphDiv,r=e._fullLayout,a=\"clip\"+r._uid+t.id;t.clipDef=r._clips.append(\"clipPath\").attr(\"id\",a),t.clipRect=t.clipDef.append(\"rect\"),t.framework=n.select(t.container).append(\"g\").attr(\"class\",\"geo \"+t.id).call(s.setClipUrl,a,e),t.project=function(e){var r=t.projection(e);return r?[r[0]-t.xaxis._offset,r[1]-t.yaxis._offset]:[null,null]},t.xaxis={_id:\"x\",c2p:function(e){return t.project(e)[0]}},t.yaxis={_id:\"y\",c2p:function(e){return t.project(e)[1]}},t.mockAxis={type:\"linear\",showexponent:\"all\",exponentformat:\"B\"},u.setConvert(t.mockAxis,r)},_.saveViewInitial=function(t){var 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o=i.prototype,s=[\"xaxis\",\"yaxis\"];o.merge=function(t){var e,r,n,i,o,l,c,u,h,f,p;for(this.titleEnable=!1,this.backgroundColor=a(t.plot_bgcolor),f=0;f<2;++f){var d=(e=s[f]).charAt(0);for(n=(r=t[this.scene[e]._name]).title.text===this.scene.fullLayout._dfltTitle[d]?\"\":r.title.text,p=0;p<=2;p+=2)this.labelEnable[f+p]=!1,this.labels[f+p]=n,this.labelColor[f+p]=a(r.title.font.color),this.labelFont[f+p]=r.title.font.family,this.labelSize[f+p]=r.title.font.size,this.labelPad[f+p]=this.getLabelPad(e,r),this.tickEnable[f+p]=!1,this.tickColor[f+p]=a((r.tickfont||{}).color),this.tickAngle[f+p]=\"auto\"===r.tickangle?0:Math.PI*-r.tickangle/180,this.tickPad[f+p]=this.getTickPad(r),this.tickMarkLength[f+p]=0,this.tickMarkWidth[f+p]=r.tickwidth||0,this.tickMarkColor[f+p]=a(r.tickcolor),this.borderLineEnable[f+p]=!1,this.borderLineColor[f+p]=a(r.linecolor),this.borderLineWidth[f+p]=r.linewidth||0;c=this.hasSharedAxis(r),o=this.hasAxisInDfltPos(e,r)&&!c,l=this.hasAxisInAltrPos(e,r)&&!c,i=r.mirror||!1,u=c?-1!==String(i).indexOf(\"all\"):!!i,h=c?\"allticks\"===i:-1!==String(i).indexOf(\"ticks\"),o?this.labelEnable[f]=!0:l&&(this.labelEnable[f+2]=!0),o?this.tickEnable[f]=r.showticklabels:l&&(this.tickEnable[f+2]=r.showticklabels),(o||u)&&(this.borderLineEnable[f]=r.showline),(l||u)&&(this.borderLineEnable[f+2]=r.showline),(o||h)&&(this.tickMarkLength[f]=this.getTickMarkLength(r)),(l||h)&&(this.tickMarkLength[f+2]=this.getTickMarkLength(r)),this.gridLineEnable[f]=r.showgrid,this.gridLineColor[f]=a(r.gridcolor),this.gridLineWidth[f]=r.gridwidth,this.zeroLineEnable[f]=r.zeroline,this.zeroLineColor[f]=a(r.zerolinecolor),this.zeroLineWidth[f]=r.zerolinewidth}},o.hasSharedAxis=function(t){var e=this.scene,r=e.fullLayout._subplots.gl2d;return 0!==n.findSubplotsWithAxis(r,t).indexOf(e.id)},o.hasAxisInDfltPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"bottom\"===r:\"yaxis\"===t?\"left\"===r:void 0},o.hasAxisInAltrPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"top\"===r:\"yaxis\"===t?\"right\"===r:void 0},o.getLabelPad=function(t,e){var r=e.title.font.size,n=e.showticklabels;return\"xaxis\"===t?\"top\"===e.side?r*(1.5+(n?1:0))-10:r*(1.5+(n?.5:0))-10:\"yaxis\"===t?\"right\"===e.side?10+r*(1.5+(n?1:.5)):10+r*(1.5+(n?.5:0)):void 0},o.getTickPad=function(t){return\"outside\"===t.ticks?10+t.ticklen:15},o.getTickMarkLength=function(t){if(!t.ticks)return 0;var e=t.ticklen;return\"inside\"===t.ticks?-e:e},e.exports=function(t){return new i(t)}},{\"../../lib/str2rgbarray\":740,\"../cartesian/axes\":765}],803:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,a=t(\"./scene2d\"),i=t(\"../layout_attributes\"),o=t(\"../../constants/xmlns_namespaces\"),s=t(\"../cartesian/constants\"),l=t(\"../cartesian\"),c=t(\"../../components/fx/layout_attributes\"),u=t(\"../get_data\").getSubplotData;r.name=\"gl2d\",r.attr=[\"xaxis\",\"yaxis\"],r.idRoot=[\"x\",\"y\"],r.idRegex=s.idRegex,r.attrRegex=s.attrRegex,r.attributes=t(\"../cartesian/attributes\"),r.supplyLayoutDefaults=function(t,e,r){e._has(\"cartesian\")||l.supplyLayoutDefaults(t,e,r)},r.layoutAttrOverrides=n(l.layoutAttributes,\"plot\",\"from-root\"),r.baseLayoutAttrOverrides=n({plot_bgcolor:i.plot_bgcolor,hoverlabel:c.hoverlabel},\"plot\",\"nested\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl2d,i=0;i<n.length;i++){var o=n[i],s=e._plots[o],l=u(r,\"gl2d\",o),c=s._scene2d;void 0===c&&(c=new a({id:o,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio},e),s._scene2d=c),c.plot(l,t.calcdata,e,t.layout)}},r.clean=function(t,e,r,n){for(var a=n._subplots.gl2d||[],i=0;i<a.length;i++){var o=a[i],s=n._plots[o];if(s._scene2d)0===u(t,\"gl2d\",o).length&&(s._scene2d.destroy(),delete n._plots[o])}l.clean.apply(this,arguments)},r.drawFramework=function(t){t._context.staticPlot||l.drawFramework(t)},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){var a=e._plots[r[n]]._scene2d,i=a.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":i,x:0,y:0,width:\"100%\",height:\"100%\",preserveAspectRatio:\"none\"}),a.destroy()}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){e._plots[r[n]]._scene2d.updateFx(e.dragmode)}}},{\"../../components/fx/layout_attributes\":631,\"../../constants/xmlns_namespaces\":694,\"../../plot_api/edit_types\":748,\"../cartesian\":776,\"../cartesian/attributes\":763,\"../cartesian/constants\":771,\"../get_data\":800,\"../layout_attributes\":817,\"./scene2d\":804}],804:[function(t,e,r){\"use strict\";var n,a,i=t(\"../../registry\"),o=t(\"../../plots/cartesian/axes\"),s=t(\"../../components/fx\"),l=t(\"gl-plot2d\"),c=t(\"gl-spikes2d\"),u=t(\"gl-select-box\"),h=t(\"webgl-context\"),f=t(\"./convert\"),p=t(\"./camera\"),d=t(\"../../lib/show_no_webgl_msg\"),g=t(\"../cartesian/constraints\"),v=g.enforce,m=g.clean,y=t(\"../cartesian/autorange\").doAutoRange,x=[\"xaxis\",\"yaxis\"],b=t(\"../cartesian/constants\").SUBPLOT_PATTERN;function _(t,e){this.container=t.container,this.graphDiv=t.graphDiv,this.pixelRatio=t.plotGlPixelRatio||window.devicePixelRatio,this.id=t.id,this.staticPlot=!!t.staticPlot,this.scrollZoom=this.graphDiv._context._scrollZoom.cartesian,this.fullData=null,this.updateRefs(e),this.makeFramework(),this.stopped||(this.glplotOptions=f(this),this.glplotOptions.merge(e),this.glplot=l(this.glplotOptions),this.camera=p(this),this.traces={},this.spikes=c(this.glplot),this.selectBox=u(this.glplot,{innerFill:!1,outerFill:!0}),this.lastButtonState=0,this.pickResult=null,this.isMouseOver=!0,this.stopped=!1,this.redraw=this.draw.bind(this),this.redraw())}e.exports=_;var w=_.prototype;w.makeFramework=function(){if(this.staticPlot){if(!(a||(n=document.createElement(\"canvas\"),a=h({canvas:n,preserveDrawingBuffer:!1,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"Error creating static canvas/context for image server\");this.canvas=n,this.gl=a}else{var t=this.container.querySelector(\".gl-canvas-focus\"),e=h({canvas:t,preserveDrawingBuffer:!0,premultipliedAlpha:!0});if(!e)return d(this),void(this.stopped=!0);this.canvas=t,this.gl=e}var r=this.canvas;r.style.width=\"100%\",r.style.height=\"100%\",r.style.position=\"absolute\",r.style.top=\"0px\",r.style.left=\"0px\",r.style[\"pointer-events\"]=\"none\",this.updateSize(r),r.className+=\" user-select-none\";var i=this.svgContainer=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");i.style.position=\"absolute\",i.style.top=i.style.left=\"0px\",i.style.width=i.style.height=\"100%\",i.style[\"z-index\"]=20,i.style[\"pointer-events\"]=\"none\";var o=this.mouseContainer=document.createElement(\"div\");o.style.position=\"absolute\",o.style[\"pointer-events\"]=\"auto\",this.pickCanvas=this.container.querySelector(\".gl-canvas-pick\");var s=this.container;s.appendChild(i),s.appendChild(o);var l=this;o.addEventListener(\"mouseout\",function(){l.isMouseOver=!1,l.unhover()}),o.addEventListener(\"mouseover\",function(){l.isMouseOver=!0})},w.toImage=function(t){t||(t=\"png\"),this.stopped=!0,this.staticPlot&&this.container.appendChild(n),this.updateSize(this.canvas);var e=this.glplot.gl,r=e.drawingBufferWidth,a=e.drawingBufferHeight;e.clearColor(1,1,1,0),e.clear(e.COLOR_BUFFER_BIT|e.DEPTH_BUFFER_BIT),this.glplot.setDirty(),this.glplot.draw(),e.bindFramebuffer(e.FRAMEBUFFER,null);var i=new Uint8Array(r*a*4);e.readPixels(0,0,r,a,e.RGBA,e.UNSIGNED_BYTE,i);for(var o=0,s=a-1;o<s;++o,--s)for(var l=0;l<r;++l)for(var c=0;c<4;++c){var u=i[4*(r*o+l)+c];i[4*(r*o+l)+c]=i[4*(r*s+l)+c],i[4*(r*s+l)+c]=u}var h=document.createElement(\"canvas\");h.width=r,h.height=a;var f,p=h.getContext(\"2d\"),d=p.createImageData(r,a);switch(d.data.set(i),p.putImageData(d,0,0),t){case\"jpeg\":f=h.toDataURL(\"image/jpeg\");break;case\"webp\":f=h.toDataURL(\"image/webp\");break;default:f=h.toDataURL(\"image/png\")}return this.staticPlot&&this.container.removeChild(n),f},w.updateSize=function(t){t||(t=this.canvas);var e=this.pixelRatio,r=this.fullLayout,n=r.width,a=r.height,i=0|Math.ceil(e*n),o=0|Math.ceil(e*a);return t.width===i&&t.height===o||(t.width=i,t.height=o),t},w.computeTickMarks=function(){this.xaxis.setScale(),this.yaxis.setScale();for(var t=[o.calcTicks(this.xaxis),o.calcTicks(this.yaxis)],e=0;e<2;++e)for(var r=0;r<t[e].length;++r)t[e][r].text=t[e][r].text+\"\";return t},w.updateRefs=function(t){this.fullLayout=t;var e=this.id.match(b),r=\"xaxis\"+e[1],n=\"yaxis\"+e[2];this.xaxis=this.fullLayout[r],this.yaxis=this.fullLayout[n]},w.relayoutCallback=function(){var t=this.graphDiv,e=this.xaxis,r=this.yaxis,n=t.layout,a={},o=a[e._name+\".range\"]=e.range.slice(),s=a[r._name+\".range\"]=r.range.slice();a[e._name+\".autorange\"]=e.autorange,a[r._name+\".autorange\"]=r.autorange,i.call(\"_storeDirectGUIEdit\",t.layout,t._fullLayout._preGUI,a);var l=n[e._name];l.range=o,l.autorange=e.autorange;var c=n[r._name];c.range=s,c.autorange=r.autorange,a.lastInputTime=this.camera.lastInputTime,t.emit(\"plotly_relayout\",a)},w.cameraChanged=function(){var t=this.camera;this.glplot.setDataBox(this.calcDataBox());var e=this.computeTickMarks();(function(t,e){for(var r=0;r<2;++r){var n=t[r],a=e[r];if(n.length!==a.length)return!0;for(var i=0;i<n.length;++i)if(n[i].x!==a[i].x)return!0}return!1})(e,this.glplotOptions.ticks)&&(this.glplotOptions.ticks=e,this.glplotOptions.dataBox=t.dataBox,this.glplot.update(this.glplotOptions),this.handleAnnotations())},w.handleAnnotations=function(){for(var t=this.graphDiv,e=this.fullLayout.annotations,r=0;r<e.length;r++){var n=e[r];n.xref===this.xaxis._id&&n.yref===this.yaxis._id&&i.getComponentMethod(\"annotations\",\"drawOne\")(t,r)}},w.destroy=function(){if(this.glplot){var t=this.traces;t&&Object.keys(t).map(function(e){t[e].dispose(),delete t[e]}),this.glplot.dispose(),this.container.removeChild(this.svgContainer),this.container.removeChild(this.mouseContainer),this.fullData=null,this.glplot=null,this.stopped=!0,this.camera.mouseListener.enabled=!1,this.mouseContainer.removeEventListener(\"wheel\",this.camera.wheelListener),this.camera=null}},w.plot=function(t,e,r){var n=this.glplot;this.updateRefs(r),this.xaxis.clearCalc(),this.yaxis.clearCalc(),this.updateTraces(t,e),this.updateFx(r.dragmode);var a=r.width,i=r.height;this.updateSize(this.canvas);var o=this.glplotOptions;o.merge(r),o.screenBox=[0,0,a,i];var s={_fullLayout:{_axisConstraintGroups:this.graphDiv._fullLayout._axisConstraintGroups,xaxis:this.xaxis,yaxis:this.yaxis}};m(s,this.xaxis),m(s,this.yaxis);var l,c,u=r._size,h=this.xaxis.domain,f=this.yaxis.domain;for(o.viewBox=[u.l+h[0]*u.w,u.b+f[0]*u.h,a-u.r-(1-h[1])*u.w,i-u.t-(1-f[1])*u.h],this.mouseContainer.style.width=u.w*(h[1]-h[0])+\"px\",this.mouseContainer.style.height=u.h*(f[1]-f[0])+\"px\",this.mouseContainer.height=u.h*(f[1]-f[0]),this.mouseContainer.style.left=u.l+h[0]*u.w+\"px\",this.mouseContainer.style.top=u.t+(1-f[1])*u.h+\"px\",c=0;c<2;++c)(l=this[x[c]])._length=o.viewBox[c+2]-o.viewBox[c],y(this.graphDiv,l),l.setScale();v(s),o.ticks=this.computeTickMarks(),o.dataBox=this.calcDataBox(),o.merge(r),n.update(o),this.glplot.draw()},w.calcDataBox=function(){var t=this.xaxis,e=this.yaxis,r=t.range,n=e.range,a=t.r2l,i=e.r2l;return[a(r[0]),i(n[0]),a(r[1]),i(n[1])]},w.setRanges=function(t){var e=this.xaxis,r=this.yaxis,n=e.l2r,a=r.l2r;e.range=[n(t[0]),n(t[2])],r.range=[a(t[1]),a(t[3])]},w.updateTraces=function(t,e){var r,n,a,i=Object.keys(this.traces);this.fullData=t;t:for(r=0;r<i.length;r++){var o=i[r],s=this.traces[o];for(n=0;n<t.length;n++)if((a=t[n]).uid===o&&a.type===s.type)continue t;s.dispose(),delete this.traces[o]}for(r=0;r<t.length;r++){a=t[r];var l=e[r],c=this.traces[a.uid];c?c.update(a,l):(c=a._module.plot(this,a,l),this.traces[a.uid]=c)}this.glplot.objects.sort(function(t,e){return t._trace.index-e._trace.index})},w.updateFx=function(t){\"lasso\"===t||\"select\"===t?(this.pickCanvas.style[\"pointer-events\"]=\"none\",this.mouseContainer.style[\"pointer-events\"]=\"none\"):(this.pickCanvas.style[\"pointer-events\"]=\"auto\",this.mouseContainer.style[\"pointer-events\"]=\"auto\"),this.mouseContainer.style.cursor=\"pan\"===t?\"move\":\"zoom\"===t?\"crosshair\":null},w.emitPointAction=function(t,e){for(var r,n=t.trace.uid,a=t.pointIndex,i=0;i<this.fullData.length;i++)this.fullData[i].uid===n&&(r=this.fullData[i]);var o={x:t.traceCoord[0],y:t.traceCoord[1],curveNumber:r.index,pointNumber:a,data:r._input,fullData:this.fullData,xaxis:this.xaxis,yaxis:this.yaxis};s.appendArrayPointValue(o,r,a),this.graphDiv.emit(e,{points:[o]})},w.draw=function(){if(!this.stopped){requestAnimationFrame(this.redraw);var t=this.glplot,e=this.camera,r=e.mouseListener,n=1===this.lastButtonState&&0===r.buttons,a=this.fullLayout;this.lastButtonState=r.buttons,this.cameraChanged();var i,o=r.x*t.pixelRatio,l=this.canvas.height-t.pixelRatio*r.y;if(e.boxEnabled&&\"zoom\"===a.dragmode){this.selectBox.enabled=!0;for(var c=this.selectBox.selectBox=[Math.min(e.boxStart[0],e.boxEnd[0]),Math.min(e.boxStart[1],e.boxEnd[1]),Math.max(e.boxStart[0],e.boxEnd[0]),Math.max(e.boxStart[1],e.boxEnd[1])],u=0;u<2;u++)e.boxStart[u]===e.boxEnd[u]&&(c[u]=t.dataBox[u],c[u+2]=t.dataBox[u+2]);t.setDirty()}else if(!e.panning&&this.isMouseOver){this.selectBox.enabled=!1;var h=a._size,f=this.xaxis.domain,p=this.yaxis.domain,d=(i=t.pick(o/t.pixelRatio+h.l+f[0]*h.w,l/t.pixelRatio-(h.t+(1-p[1])*h.h)))&&i.object._trace.handlePick(i);if(d&&n&&this.emitPointAction(d,\"plotly_click\"),i&&\"skip\"!==i.object._trace.hoverinfo&&a.hovermode&&d&&(!this.lastPickResult||this.lastPickResult.traceUid!==d.trace.uid||this.lastPickResult.dataCoord[0]!==d.dataCoord[0]||this.lastPickResult.dataCoord[1]!==d.dataCoord[1])){var g=d;this.lastPickResult={traceUid:d.trace?d.trace.uid:null,dataCoord:d.dataCoord.slice()},this.spikes.update({center:i.dataCoord}),g.screenCoord=[((t.viewBox[2]-t.viewBox[0])*(i.dataCoord[0]-t.dataBox[0])/(t.dataBox[2]-t.dataBox[0])+t.viewBox[0])/t.pixelRatio,(this.canvas.height-(t.viewBox[3]-t.viewBox[1])*(i.dataCoord[1]-t.dataBox[1])/(t.dataBox[3]-t.dataBox[1])-t.viewBox[1])/t.pixelRatio],this.emitPointAction(d,\"plotly_hover\");var v=this.fullData[g.trace.index]||{},m=g.pointIndex,y=s.castHoverinfo(v,a,m);if(y&&\"all\"!==y){var x=y.split(\"+\");-1===x.indexOf(\"x\")&&(g.traceCoord[0]=void 0),-1===x.indexOf(\"y\")&&(g.traceCoord[1]=void 0),-1===x.indexOf(\"z\")&&(g.traceCoord[2]=void 0),-1===x.indexOf(\"text\")&&(g.textLabel=void 0),-1===x.indexOf(\"name\")&&(g.name=void 0)}s.loneHover({x:g.screenCoord[0],y:g.screenCoord[1],xLabel:this.hoverFormatter(\"xaxis\",g.traceCoord[0]),yLabel:this.hoverFormatter(\"yaxis\",g.traceCoord[1]),zLabel:g.traceCoord[2],text:g.textLabel,name:g.name,color:s.castHoverOption(v,m,\"bgcolor\")||g.color,borderColor:s.castHoverOption(v,m,\"bordercolor\"),fontFamily:s.castHoverOption(v,m,\"font.family\"),fontSize:s.castHoverOption(v,m,\"font.size\"),fontColor:s.castHoverOption(v,m,\"font.color\"),nameLength:s.castHoverOption(v,m,\"namelength\"),textAlign:s.castHoverOption(v,m,\"align\")},{container:this.svgContainer,gd:this.graphDiv})}}i||this.unhover(),t.draw()}},w.unhover=function(){this.lastPickResult&&(this.spikes.update({}),this.lastPickResult=null,this.graphDiv.emit(\"plotly_unhover\"),s.loneUnhover(this.svgContainer))},w.hoverFormatter=function(t,e){if(void 0!==e){var r=this[t];return o.tickText(r,r.c2l(e),\"hover\").text}}},{\"../../components/fx\":630,\"../../lib/show_no_webgl_msg\":738,\"../../plots/cartesian/axes\":765,\"../../registry\":846,\"../cartesian/autorange\":764,\"../cartesian/constants\":771,\"../cartesian/constraints\":772,\"./camera\":801,\"./convert\":802,\"gl-plot2d\":290,\"gl-select-box\":302,\"gl-spikes2d\":311,\"webgl-context\":555}],805:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,a=t(\"../../components/fx/layout_attributes\"),i=t(\"./scene\"),o=t(\"../get_data\").getSubplotData,s=t(\"../../lib\"),l=t(\"../../constants/xmlns_namespaces\");r.name=\"gl3d\",r.attr=\"scene\",r.idRoot=\"scene\",r.idRegex=r.attrRegex=s.counterRegex(\"scene\"),r.attributes=t(\"./layout/attributes\"),r.layoutAttributes=t(\"./layout/layout_attributes\"),r.baseLayoutAttrOverrides=n({hoverlabel:a.hoverlabel},\"plot\",\"nested\"),r.supplyLayoutDefaults=t(\"./layout/defaults\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl3d,a=0;a<n.length;a++){var s=n[a],l=o(r,\"gl3d\",s),c=e[s],u=c.camera,h=c._scene;h||(h=new i({id:s,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio,camera:u},e),c._scene=h),h.viewInitial||(h.viewInitial={up:{x:u.up.x,y:u.up.y,z:u.up.z},eye:{x:u.eye.x,y:u.eye.y,z:u.eye.z},center:{x:u.center.x,y:u.center.y,z:u.center.z}}),h.plot(l,e,t.layout)}},r.clean=function(t,e,r,n){for(var a=n._subplots.gl3d||[],i=0;i<a.length;i++){var o=a[i];!e[o]&&n[o]._scene&&(n[o]._scene.destroy(),n._infolayer&&n._infolayer.selectAll(\".annotation-\"+o).remove())}},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=e._size,a=0;a<r.length;a++){var i=e[r[a]],o=i.domain,s=i._scene,c=s.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:l.svg,\"xlink:href\":c,x:n.l+n.w*o.x[0],y:n.t+n.h*(1-o.y[1]),width:n.w*(o.x[1]-o.x[0]),height:n.h*(o.y[1]-o.y[0]),preserveAspectRatio:\"none\"}),s.destroy()}},r.cleanId=function(t){if(t.match(/^scene[0-9]*$/)){var e=t.substr(5);return\"1\"===e&&(e=\"\"),\"scene\"+e}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=0;n<r.length;n++){e[r[n]]._scene.updateFx(e.dragmode,e.hovermode)}}},{\"../../components/fx/layout_attributes\":631,\"../../constants/xmlns_namespaces\":694,\"../../lib\":717,\"../../plot_api/edit_types\":748,\"../get_data\":800,\"./layout/attributes\":806,\"./layout/defaults\":810,\"./layout/layout_attributes\":811,\"./scene\":815}],806:[function(t,e,r){\"use strict\";e.exports={scene:{valType:\"subplotid\",dflt:\"scene\",editType:\"calc+clearAxisTypes\"}}},{}],807:[function(t,e,r){\"use strict\";var n=t(\"../../../components/color\"),a=t(\"../../cartesian/layout_attributes\"),i=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../plot_api/edit_types\").overrideAll;e.exports=o({visible:a.visible,showspikes:{valType:\"boolean\",dflt:!0},spikesides:{valType:\"boolean\",dflt:!0},spikethickness:{valType:\"number\",min:0,dflt:2},spikecolor:{valType:\"color\",dflt:n.defaultLine},showbackground:{valType:\"boolean\",dflt:!1},backgroundcolor:{valType:\"color\",dflt:\"rgba(204, 204, 204, 0.5)\"},showaxeslabels:{valType:\"boolean\",dflt:!0},color:a.color,categoryorder:a.categoryorder,categoryarray:a.categoryarray,title:{text:a.title.text,font:a.title.font},type:i({},a.type,{values:[\"-\",\"linear\",\"log\",\"date\",\"category\"]}),autorange:a.autorange,rangemode:a.rangemode,range:i({},a.range,{items:[{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}},{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}}],anim:!1}),tickmode:a.tickmode,nticks:a.nticks,tick0:a.tick0,dtick:a.dtick,tickvals:a.tickvals,ticktext:a.ticktext,ticks:a.ticks,mirror:a.mirror,ticklen:a.ticklen,tickwidth:a.tickwidth,tickcolor:a.tickcolor,showticklabels:a.showticklabels,tickfont:a.tickfont,tickangle:a.tickangle,tickprefix:a.tickprefix,showtickprefix:a.showtickprefix,ticksuffix:a.ticksuffix,showticksuffix:a.showticksuffix,showexponent:a.showexponent,exponentformat:a.exponentformat,separatethousands:a.separatethousands,tickformat:a.tickformat,tickformatstops:a.tickformatstops,hoverformat:a.hoverformat,showline:a.showline,linecolor:a.linecolor,linewidth:a.linewidth,showgrid:a.showgrid,gridcolor:i({},a.gridcolor,{dflt:\"rgb(204, 204, 204)\"}),gridwidth:a.gridwidth,zeroline:a.zeroline,zerolinecolor:a.zerolinecolor,zerolinewidth:a.zerolinewidth,_deprecated:{title:a._deprecated.title,titlefont:a._deprecated.titlefont}},\"plot\",\"from-root\")},{\"../../../components/color\":592,\"../../../lib/extend\":708,\"../../../plot_api/edit_types\":748,\"../../cartesian/layout_attributes\":777}],808:[function(t,e,r){\"use strict\";var n=t(\"tinycolor2\").mix,a=t(\"../../../lib\"),i=t(\"../../../plot_api/plot_template\"),o=t(\"./axis_attributes\"),s=t(\"../../cartesian/type_defaults\"),l=t(\"../../cartesian/axis_defaults\"),c=[\"xaxis\",\"yaxis\",\"zaxis\"];e.exports=function(t,e,r){var u,h;function f(t,e){return a.coerce(u,h,o,t,e)}for(var p=0;p<c.length;p++){var d=c[p];u=t[d]||{},(h=i.newContainer(e,d))._id=d[0]+r.scene,h._name=d,s(u,h,f,r),l(u,h,f,{font:r.font,letter:d[0],data:r.data,showGrid:!0,noTickson:!0,bgColor:r.bgColor,calendar:r.calendar},r.fullLayout),f(\"gridcolor\",n(h.color,r.bgColor,13600/187).toRgbString()),f(\"title.text\",d[0]),h.setScale=a.noop,f(\"showspikes\")&&(f(\"spikesides\"),f(\"spikethickness\"),f(\"spikecolor\",h.color)),f(\"showaxeslabels\"),f(\"showbackground\")&&f(\"backgroundcolor\")}}},{\"../../../lib\":717,\"../../../plot_api/plot_template\":755,\"../../cartesian/axis_defaults\":767,\"../../cartesian/type_defaults\":788,\"./axis_attributes\":807,tinycolor2:536}],809:[function(t,e,r){\"use strict\";var n=t(\"../../../lib/str2rgbarray\"),a=t(\"../../../lib\"),i=[\"xaxis\",\"yaxis\",\"zaxis\"];function o(){this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[18,18,18],this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=[\"Open Sans\",\"Open Sans\",\"Open 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o=e[i[r]];o.visible?(this.labels[r]=t._meta?a.templateString(o.title.text,t._meta):o.title.text,\"font\"in o.title&&(o.title.font.color&&(this.labelColor[r]=n(o.title.font.color)),o.title.font.family&&(this.labelFont[r]=o.title.font.family),o.title.font.size&&(this.labelSize[r]=o.title.font.size)),\"showline\"in o&&(this.lineEnable[r]=o.showline),\"linecolor\"in o&&(this.lineColor[r]=n(o.linecolor)),\"linewidth\"in o&&(this.lineWidth[r]=o.linewidth),\"showgrid\"in o&&(this.gridEnable[r]=o.showgrid),\"gridcolor\"in o&&(this.gridColor[r]=n(o.gridcolor)),\"gridwidth\"in o&&(this.gridWidth[r]=o.gridwidth),\"log\"===o.type?this.zeroEnable[r]=!1:\"zeroline\"in o&&(this.zeroEnable[r]=o.zeroline),\"zerolinecolor\"in o&&(this.zeroLineColor[r]=n(o.zerolinecolor)),\"zerolinewidth\"in o&&(this.zeroLineWidth[r]=o.zerolinewidth),\"ticks\"in o&&o.ticks?this.lineTickEnable[r]=!0:this.lineTickEnable[r]=!1,\"ticklen\"in o&&(this.lineTickLength[r]=this._defaultLineTickLength[r]=o.ticklen),\"tickcolor\"in o&&(this.lineTickColor[r]=n(o.tickcolor)),\"tickwidth\"in o&&(this.lineTickWidth[r]=o.tickwidth),\"tickangle\"in o&&(this.tickAngle[r]=\"auto\"===o.tickangle?-3600:Math.PI*-o.tickangle/180),\"showticklabels\"in o&&(this.tickEnable[r]=o.showticklabels),\"tickfont\"in o&&(o.tickfont.color&&(this.tickColor[r]=n(o.tickfont.color)),o.tickfont.family&&(this.tickFont[r]=o.tickfont.family),o.tickfont.size&&(this.tickSize[r]=o.tickfont.size)),\"mirror\"in o?-1!==[\"ticks\",\"all\",\"allticks\"].indexOf(o.mirror)?(this.lineTickMirror[r]=!0,this.lineMirror[r]=!0):!0===o.mirror?(this.lineTickMirror[r]=!1,this.lineMirror[r]=!0):(this.lineTickMirror[r]=!1,this.lineMirror[r]=!1):this.lineMirror[r]=!1,\"showbackground\"in o&&!1!==o.showbackground?(this.backgroundEnable[r]=!0,this.backgroundColor[r]=n(o.backgroundcolor)):this.backgroundEnable[r]=!1):(this.tickEnable[r]=!1,this.labelEnable[r]=!1,this.lineEnable[r]=!1,this.lineTickEnable[r]=!1,this.gridEnable[r]=!1,this.zeroEnable[r]=!1,this.backgroundEnable[r]=!1)}},e.exports=function(t,e){var r=new o;return r.merge(t,e),r}},{\"../../../lib\":717,\"../../../lib/str2rgbarray\":740}],810:[function(t,e,r){\"use strict\";var n=t(\"../../../lib\"),a=t(\"../../../components/color\"),i=t(\"../../../registry\"),o=t(\"../../subplot_defaults\"),s=t(\"./axis_defaults\"),l=t(\"./layout_attributes\"),c=t(\"../../get_data\").getSubplotData,u=\"gl3d\";function h(t,e,r,n){for(var o=r(\"bgcolor\"),l=a.combine(o,n.paper_bgcolor),h=[\"up\",\"center\",\"eye\"],f=0;f<h.length;f++)r(\"camera.\"+h[f]+\".x\"),r(\"camera.\"+h[f]+\".y\"),r(\"camera.\"+h[f]+\".z\");r(\"camera.projection.type\");var p=!!r(\"aspectratio.x\")&&!!r(\"aspectratio.y\")&&!!r(\"aspectratio.z\"),d=r(\"aspectmode\",p?\"manual\":\"auto\");p||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},\"manual\"===d&&(e.aspectmode=\"auto\"),t.aspectmode=e.aspectmode);var g=c(n.fullData,u,n.id);s(t,e,{font:n.font,scene:n.id,data:g,bgColor:l,calendar:n.calendar,fullLayout:n.fullLayout}),i.getComponentMethod(\"annotations3d\",\"handleDefaults\")(t,e,n);var v=n.getDfltFromLayout(\"dragmode\");if(!1!==v&&!v)if(v=\"orbit\",t.camera&&t.camera.up){var m=t.camera.up.x,y=t.camera.up.y,x=t.camera.up.z;0!==x&&(m&&y&&x?x/Math.sqrt(m*m+y*y+x*x)>.999&&(v=\"turntable\"):v=\"turntable\")}else v=\"turntable\";r(\"dragmode\",v),r(\"hovermode\",n.getDfltFromLayout(\"hovermode\"))}e.exports=function(t,e,r){var a=e._basePlotModules.length>1;o(t,e,r,{type:u,attributes:l,handleDefaults:h,fullLayout:e,font:e.font,fullData:r,getDfltFromLayout:function(e){if(!a)return n.validate(t[e],l[e])?t[e]:void 0},paper_bgcolor:e.paper_bgcolor,calendar:e.calendar})}},{\"../../../components/color\":592,\"../../../lib\":717,\"../../../registry\":846,\"../../get_data\":800,\"../../subplot_defaults\":840,\"./axis_defaults\":808,\"./layout_attributes\":811}],811:[function(t,e,r){\"use strict\";var n=t(\"./axis_attributes\"),a=t(\"../../domain\").attributes,i=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../lib\").counterRegex;function s(t,e,r){return{x:{valType:\"number\",dflt:t,editType:\"camera\"},y:{valType:\"number\",dflt:e,editType:\"camera\"},z:{valType:\"number\",dflt:r,editType:\"camera\"},editType:\"camera\"}}e.exports={_arrayAttrRegexps:[o(\"scene\",\".annotations\",!0)],bgcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"plot\"},camera:{up:i(s(0,0,1),{}),center:i(s(0,0,0),{}),eye:i(s(1.25,1.25,1.25),{}),projection:{type:{valType:\"enumerated\",values:[\"perspective\",\"orthographic\"],dflt:\"perspective\",editType:\"calc\"},editType:\"calc\"},editType:\"camera\"},domain:a({name:\"scene\",editType:\"plot\"}),aspectmode:{valType:\"enumerated\",values:[\"auto\",\"cube\",\"data\",\"manual\"],dflt:\"auto\",editType:\"plot\",impliedEdits:{\"aspectratio.x\":void 0,\"aspectratio.y\":void 0,\"aspectratio.z\":void 0}},aspectratio:{x:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},y:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},z:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},editType:\"plot\",impliedEdits:{aspectmode:\"manual\"}},xaxis:n,yaxis:n,zaxis:n,dragmode:{valType:\"enumerated\",values:[\"orbit\",\"turntable\",\"zoom\",\"pan\",!1],editType:\"plot\"},hovermode:{valType:\"enumerated\",values:[\"closest\",!1],dflt:\"closest\",editType:\"modebar\"},uirevision:{valType:\"any\",editType:\"none\"},editType:\"plot\",_deprecated:{cameraposition:{valType:\"info_array\",editType:\"camera\"}}}},{\"../../../lib\":717,\"../../../lib/extend\":708,\"../../domain\":790,\"./axis_attributes\":807}],812:[function(t,e,r){\"use strict\";var n=t(\"../../../lib/str2rgbarray\"),a=[\"xaxis\",\"yaxis\",\"zaxis\"];function i(){this.enabled=[!0,!0,!0],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.drawSides=[!0,!0,!0],this.lineWidth=[1,1,1]}i.prototype.merge=function(t){for(var e=0;e<3;++e){var r=t[a[e]];r.visible?(this.enabled[e]=r.showspikes,this.colors[e]=n(r.spikecolor),this.drawSides[e]=r.spikesides,this.lineWidth[e]=r.spikethickness):(this.enabled[e]=!1,this.drawSides[e]=!1)}},e.exports=function(t){var e=new i;return e.merge(t),e}},{\"../../../lib/str2rgbarray\":740}],813:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,s=t.fullSceneLayout,l=[[],[],[]],c=0;c<3;++c){var u=s[i[c]];if(u._length=(r[c].hi-r[c].lo)*r[c].pixelsPerDataUnit/t.dataScale[c],Math.abs(u._length)===1/0||isNaN(u._length))l[c]=[];else{u._input_range=u.range.slice(),u.range[0]=r[c].lo/t.dataScale[c],u.range[1]=r[c].hi/t.dataScale[c],u._m=1/(t.dataScale[c]*r[c].pixelsPerDataUnit),u.range[0]===u.range[1]&&(u.range[0]-=1,u.range[1]+=1);var h=u.tickmode;if(\"auto\"===u.tickmode){u.tickmode=\"linear\";var f=u.nticks||a.constrain(u._length/40,4,9);n.autoTicks(u,Math.abs(u.range[1]-u.range[0])/f)}for(var p=n.calcTicks(u),d=0;d<p.length;++d)p[d].x=p[d].x*t.dataScale[c],\"date\"===u.type&&(p[d].text=p[d].text.replace(/\\<br\\>/g,\" \"));l[c]=p,u.tickmode=h}}e.ticks=l;for(var c=0;c<3;++c){o[c]=.5*(t.glplot.bounds[0][c]+t.glplot.bounds[1][c]);for(var d=0;d<2;++d)e.bounds[d][c]=t.glplot.bounds[d][c]}t.contourLevels=function(t){for(var e=new Array(3),r=0;r<3;++r){for(var n=t[r],a=new Array(n.length),i=0;i<n.length;++i)a[i]=n[i].x;e[r]=a}return e}(l)};var n=t(\"../../cartesian/axes\"),a=t(\"../../../lib\"),i=[\"xaxis\",\"yaxis\",\"zaxis\"],o=[0,0,0]},{\"../../../lib\":717,\"../../cartesian/axes\":765}],814:[function(t,e,r){\"use strict\";function n(t,e){var r,n,a=[0,0,0,0];for(r=0;r<4;++r)for(n=0;n<4;++n)a[n]+=t[4*r+n]*e[r];return a}e.exports=function(t,e){return n(t.projection,n(t.view,n(t.model,[e[0],e[1],e[2],1])))}},{}],815:[function(t,e,r){\"use strict\";var n,a,i=t(\"gl-plot3d\"),o=i.createCamera,s=i.createScene,l=t(\"webgl-context\"),c=t(\"has-passive-events\"),u=t(\"../../registry\"),h=t(\"../../lib\"),f=t(\"../../plots/cartesian/axes\"),p=t(\"../../components/fx\"),d=t(\"../../lib/str2rgbarray\"),g=t(\"../../lib/show_no_webgl_msg\"),v=t(\"./project\"),m=t(\"./layout/convert\"),y=t(\"./layout/spikes\"),x=t(\"./layout/tick_marks\");function b(t,e,r){if(t.initializeGLCamera(),!function(t,e,r,i,o){var c={canvas:i,gl:o,container:t.container,axes:t.axesOptions,spikes:t.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1,cameraObject:e,pixelRatio:r};if(t.staticMode){if(!(a||(n=document.createElement(\"canvas\"),a=l({canvas:n,preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"error creating static canvas/context for image server\");c.pixelRatio=t.pixelRatio,c.gl=a,c.canvas=n}var u=0;try{t.glplot=s(c)}catch(e){u++;try{t.glplot=s(c)}catch(t){u++}}return u<2}(t,t.camera,t.pixelRatio,e,r))return g(t);var i=t.graphDiv,o=i.layout,u=function(){var e={};return t.isCameraChanged(o)&&(e[t.id+\".camera\"]=t.getCamera()),t.isAspectChanged(o)&&(e[t.id+\".aspectratio\"]=t.glplot.getAspectratio()),e},d=function(t){if(!1!==t.fullSceneLayout.dragmode){var e=u();t.saveLayout(o),t.graphDiv.emit(\"plotly_relayout\",e)}};return t.glplot.canvas.addEventListener(\"mouseup\",function(){d(t)}),t.glplot.canvas.addEventListener(\"wheel\",function(e){if(i._context._scrollZoom.gl3d){if(t.glplot.camera._ortho){var r=e.deltaX>e.deltaY?1.1:1/1.1,n=t.glplot.getAspectratio();t.glplot.setAspectratio({x:r*n.x,y:r*n.y,z:r*n.z})}d(t)}},!!c&&{passive:!1}),t.glplot.canvas.addEventListener(\"mousemove\",function(){if(!1!==t.fullSceneLayout.dragmode&&0!==t.camera.mouseListener.buttons){var e=u();t.graphDiv.emit(\"plotly_relayouting\",e)}}),t.staticMode||t.glplot.canvas.addEventListener(\"webglcontextlost\",function(e){i&&i.emit&&i.emit(\"plotly_webglcontextlost\",{event:e,layer:t.id})},!1),t.glplot.camera=t.camera,t.glplot.oncontextloss=function(){t.recoverContext()},t.glplot.onrender=function(t){var e,r=t.graphDiv,n=t.svgContainer,a=t.container.getBoundingClientRect(),i=a.width,o=a.height;n.setAttributeNS(null,\"viewBox\",\"0 0 \"+i+\" \"+o),n.setAttributeNS(null,\"width\",i),n.setAttributeNS(null,\"height\",o),x(t),t.glplot.axes.update(t.axesOptions);for(var s,l=Object.keys(t.traces),c=null,u=t.glplot.selection,d=0;d<l.length;++d)\"skip\"!==(e=t.traces[l[d]]).data.hoverinfo&&e.handlePick(u)&&(c=e),e.setContourLevels&&e.setContourLevels();function g(e,r){var n=t.fullSceneLayout[e];return f.tickText(n,n.d2l(r),\"hover\").text}if(null!==c){var m=v(t.glplot.cameraParams,u.dataCoordinate);e=c.data;var y,b=r._fullData[e.index],_=u.index,w={xLabel:g(\"xaxis\",u.traceCoordinate[0]),yLabel:g(\"yaxis\",u.traceCoordinate[1]),zLabel:g(\"zaxis\",u.traceCoordinate[2])},k=p.castHoverinfo(b,t.fullLayout,_),T=(k||\"\").split(\"+\"),M=k&&\"all\"===k;b.hovertemplate||M||(-1===T.indexOf(\"x\")&&(w.xLabel=void 0),-1===T.indexOf(\"y\")&&(w.yLabel=void 0),-1===T.indexOf(\"z\")&&(w.zLabel=void 0),-1===T.indexOf(\"text\")&&(u.textLabel=void 0),-1===T.indexOf(\"name\")&&(c.name=void 0));var A=[];\"cone\"===e.type||\"streamtube\"===e.type?(w.uLabel=g(\"xaxis\",u.traceCoordinate[3]),(M||-1!==T.indexOf(\"u\"))&&A.push(\"u: \"+w.uLabel),w.vLabel=g(\"yaxis\",u.traceCoordinate[4]),(M||-1!==T.indexOf(\"v\"))&&A.push(\"v: \"+w.vLabel),w.wLabel=g(\"zaxis\",u.traceCoordinate[5]),(M||-1!==T.indexOf(\"w\"))&&A.push(\"w: \"+w.wLabel),w.normLabel=u.traceCoordinate[6].toPrecision(3),(M||-1!==T.indexOf(\"norm\"))&&A.push(\"norm: \"+w.normLabel),\"streamtube\"===e.type&&(w.divergenceLabel=u.traceCoordinate[7].toPrecision(3),(M||-1!==T.indexOf(\"divergence\"))&&A.push(\"divergence: \"+w.divergenceLabel)),u.textLabel&&A.push(u.textLabel),y=A.join(\"<br>\")):\"isosurface\"===e.type||\"volume\"===e.type?(w.valueLabel=f.tickText(t.mockAxis,t.mockAxis.d2l(u.traceCoordinate[3]),\"hover\").text,A.push(\"value: \"+w.valueLabel),u.textLabel&&A.push(u.textLabel),y=A.join(\"<br>\")):y=u.textLabel;var S={x:u.traceCoordinate[0],y:u.traceCoordinate[1],z:u.traceCoordinate[2],data:b._input,fullData:b,curveNumber:b.index,pointNumber:_};p.appendArrayPointValue(S,b,_),e._module.eventData&&(S=b._module.eventData(S,u,b,{},_));var E={points:[S]};t.fullSceneLayout.hovermode&&p.loneHover({trace:b,x:(.5+.5*m[0]/m[3])*i,y:(.5-.5*m[1]/m[3])*o,xLabel:w.xLabel,yLabel:w.yLabel,zLabel:w.zLabel,text:y,name:c.name,color:p.castHoverOption(b,_,\"bgcolor\")||c.color,borderColor:p.castHoverOption(b,_,\"bordercolor\"),fontFamily:p.castHoverOption(b,_,\"font.family\"),fontSize:p.castHoverOption(b,_,\"font.size\"),fontColor:p.castHoverOption(b,_,\"font.color\"),nameLength:p.castHoverOption(b,_,\"namelength\"),textAlign:p.castHoverOption(b,_,\"align\"),hovertemplate:h.castOption(b,_,\"hovertemplate\"),hovertemplateLabels:h.extendFlat({},S,w),eventData:[S]},{container:n,gd:r}),u.buttons&&u.distance<5?r.emit(\"plotly_click\",E):r.emit(\"plotly_hover\",E),s=E}else p.loneUnhover(n),r.emit(\"plotly_unhover\",s);t.drawAnnotations(t)}.bind(null,t),t.traces={},t.make4thDimension(),!0}function _(t,e){var r=document.createElement(\"div\"),n=t.container;this.graphDiv=t.graphDiv;var a=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");a.style.position=\"absolute\",a.style.top=a.style.left=\"0px\",a.style.width=a.style.height=\"100%\",a.style[\"z-index\"]=20,a.style[\"pointer-events\"]=\"none\",r.appendChild(a),this.svgContainer=a,r.id=t.id,r.style.position=\"absolute\",r.style.top=r.style.left=\"0px\",r.style.width=r.style.height=\"100%\",n.appendChild(r),this.fullLayout=e,this.id=t.id||\"scene\",this.fullSceneLayout=e[this.id],this.plotArgs=[[],{},{}],this.axesOptions=m(e,e[this.id]),this.spikeOptions=y(e[this.id]),this.container=r,this.staticMode=!!t.staticPlot,this.pixelRatio=this.pixelRatio||t.plotGlPixelRatio||2,this.dataScale=[1,1,1],this.contourLevels=[[],[],[]],this.convertAnnotations=u.getComponentMethod(\"annotations3d\",\"convert\"),this.drawAnnotations=u.getComponentMethod(\"annotations3d\",\"draw\"),b(this)}var w=_.prototype;w.initializeGLCamera=function(){var 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e=this.glplot.getAspectratio(),r=h.nestedProperty(t,this.id+\".aspectratio\").get();return void 0===r||r.x!==e.x||r.y!==e.y||r.z!==e.z},w.saveLayout=function(t){var e,r,n,a,i,o,s=this.fullLayout,l=this.isCameraChanged(t),c=this.isAspectChanged(t),f=l||c;if(f){var p={};if(l&&(e=this.getCamera(),n=(r=h.nestedProperty(t,this.id+\".camera\")).get(),p[this.id+\".camera\"]=n),c&&(a=this.glplot.getAspectratio(),o=(i=h.nestedProperty(t,this.id+\".aspectratio\")).get(),p[this.id+\".aspectratio\"]=o),u.call(\"_storeDirectGUIEdit\",t,s._preGUI,p),l)r.set(e),h.nestedProperty(s,this.id+\".camera\").set(e);if(c)i.set(a),h.nestedProperty(s,this.id+\".aspectratio\").set(a),this.glplot.redraw()}return f},w.updateFx=function(t,e){var r=this.camera;if(r)if(\"orbit\"===t)r.mode=\"orbit\",r.keyBindingMode=\"rotate\";else if(\"turntable\"===t){r.up=[0,0,1],r.mode=\"turntable\",r.keyBindingMode=\"rotate\";var 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f,p=h.getContext(\"2d\"),d=p.createImageData(r,a);switch(d.data.set(i),p.putImageData(d,0,0),t){case\"jpeg\":f=h.toDataURL(\"image/jpeg\");break;case\"webp\":f=h.toDataURL(\"image/webp\");break;default:f=h.toDataURL(\"image/png\")}return this.staticMode&&this.container.removeChild(n),f},w.setConvert=function(){for(var t=0;t<3;t++){var e=this.fullSceneLayout[k[t]];f.setConvert(e,this.fullLayout),e.setScale=h.noop}},w.make4thDimension=function(){var t=this.graphDiv._fullLayout;this.mockAxis={type:\"linear\",showexponent:\"all\",exponentformat:\"B\"},f.setConvert(this.mockAxis,t)},e.exports=_},{\"../../components/fx\":630,\"../../lib\":717,\"../../lib/show_no_webgl_msg\":738,\"../../lib/str2rgbarray\":740,\"../../plots/cartesian/axes\":765,\"../../registry\":846,\"./layout/convert\":809,\"./layout/spikes\":812,\"./layout/tick_marks\":813,\"./project\":814,\"gl-plot3d\":293,\"has-passive-events\":413,\"webgl-context\":555}],816:[function(t,e,r){\"use 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t&&(-1!==h.styleValuesMapbox.indexOf(t)||0===t.indexOf(\"mapbox://\"))}r.name=\"mapbox\",r.attr=\"subplot\",r.idRoot=\"mapbox\",r.idRegex=r.attrRegex=a.counterRegex(\"mapbox\"),r.attributes={subplot:{valType:\"subplotid\",dflt:\"mapbox\",editType:\"calc\"}},r.layoutAttributes=t(\"./layout_attributes\"),r.supplyLayoutDefaults=t(\"./layout_defaults\"),r.plot=function(t){var e=t._fullLayout,r=t.calcdata,o=e._subplots.mapbox;if(n.version!==h.requiredVersion)throw new Error(h.wrongVersionErrorMsg);var s=function(t,e){var r=t._fullLayout;if(\"\"===t._context.mapboxAccessToken)return\"\";for(var n=[],i=[],o=!1,s=!1,l=0;l<e.length;l++){var c=r[e[l]],u=c.accesstoken;f(c.style)&&(u?a.pushUnique(n,u):(f(c._input.style)&&(a.error(\"Uses Mapbox map style, but did not set an access token.\"),o=!0),s=!0)),u&&a.pushUnique(i,u)}if(s){var p=o?h.noAccessTokenErrorMsg:h.missingStyleErrorMsg;throw a.error(p),new Error(p)}return n.length?(n.length>1&&a.warn(h.multipleTokensErrorMsg),n[0]):(i.length&&a.log([\"Listed mapbox access token(s)\",i.join(\",\"),\"but did not use a Mapbox map style, ignoring token(s).\"].join(\" \")),\"\")}(t,o);n.accessToken=s;for(var l=0;l<o.length;l++){var c=o[l],p=i(r,\"mapbox\",c),d=e[c],g=d._subplot;g||(g=new u(t,c),e[c]._subplot=g),g.viewInitial||(g.viewInitial={center:a.extendFlat({},d.center),zoom:d.zoom,bearing:d.bearing,pitch:d.pitch}),g.plot(p,e,t._promises)}},r.clean=function(t,e,r,n){for(var a=n._subplots.mapbox||[],i=0;i<a.length;i++){var o=a[i];!e[o]&&n[o]._subplot&&n[o]._subplot.destroy()}},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.mapbox,n=e._size,a=0;a<r.length;a++){var i=e[r[a]],u=i.domain,f=i._subplot.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":f,x:n.l+n.w*u.x[0],y:n.t+n.h*(1-u.y[1]),width:n.w*(u.x[1]-u.x[0]),height:n.h*(u.y[1]-u.y[0]),preserveAspectRatio:\"none\"});var p=s.select(i._subplot.div);if(!(null===p.select(\".mapboxgl-ctrl-logo\").node().offsetParent)){var d=e._glimages.append(\"g\");d.attr(\"transform\",\"translate(\"+(n.l+n.w*u.x[0]+10)+\", \"+(n.t+n.h*(1-u.y[0])-31)+\")\"),d.append(\"path\").attr(\"d\",h.mapboxLogo.path0).style({opacity:.9,fill:\"#ffffff\",\"enable-background\":\"new\"}),d.append(\"path\").attr(\"d\",h.mapboxLogo.path1).style(\"opacity\",.35).style(\"enable-background\",\"new\"),d.append(\"path\").attr(\"d\",h.mapboxLogo.path2).style(\"opacity\",.35).style(\"enable-background\",\"new\"),d.append(\"polygon\").attr(\"points\",h.mapboxLogo.polygon).style({opacity:.9,fill:\"#ffffff\",\"enable-background\":\"new\"})}var g=p.select(\".mapboxgl-ctrl-attrib\").text().replace(\"Improve this map\",\"\"),v=e._glimages.append(\"g\"),m=v.append(\"text\");m.text(g).classed(\"static-attribution\",!0).attr({\"font-size\":12,\"font-family\":\"Arial\",color:\"rgba(0, 0, 0, 0.75)\",\"text-anchor\":\"end\",\"data-unformatted\":g});var y=l.bBox(m.node()),x=n.w*(u.x[1]-u.x[0]);if(y.width>x/2){var b=g.split(\"|\").join(\"<br>\");m.text(b).attr(\"data-unformatted\",b).call(c.convertToTspans,t),y=l.bBox(m.node())}m.attr(\"transform\",\"translate(-3, \"+(8-y.height)+\")\"),v.insert(\"rect\",\".static-attribution\").attr({x:-y.width-6,y:-y.height-3,width:y.width+6,height:y.height+3,fill:\"rgba(255, 255, 255, 0.75)\"});var _=1;y.width+6>x&&(_=x/(y.width+6));var w=[n.l+n.w*u.x[1],n.t+n.h*(1-u.y[0])];v.attr(\"transform\",\"translate(\"+w[0]+\",\"+w[1]+\") scale(\"+_+\")\")}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.mapbox,n=0;n<r.length;n++){e[r[n]]._subplot.updateFx(e)}}},{\"../../components/drawing\":613,\"../../constants/xmlns_namespaces\":694,\"../../lib\":717,\"../../lib/svg_text_utils\":741,\"../../plots/get_data\":800,\"./constants\":818,\"./layout_attributes\":822,\"./layout_defaults\":823,\"./mapbox\":824,d3:165,\"mapbox-gl\":428}],821:[function(t,e,r){\"use strict\";var 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e={},r={};switch(t.type){case\"circle\":n.extendFlat(r,{\"circle-radius\":t.circle.radius,\"circle-color\":t.color,\"circle-opacity\":t.opacity});break;case\"line\":n.extendFlat(r,{\"line-width\":t.line.width,\"line-color\":t.color,\"line-opacity\":t.opacity,\"line-dasharray\":t.line.dash});break;case\"fill\":n.extendFlat(r,{\"fill-color\":t.color,\"fill-outline-color\":t.fill.outlinecolor,\"fill-opacity\":t.opacity});break;case\"symbol\":var i=t.symbol,o=a(i.textposition,i.iconsize);n.extendFlat(e,{\"icon-image\":i.icon+\"-15\",\"icon-size\":i.iconsize/10,\"text-field\":i.text,\"text-size\":i.textfont.size,\"text-anchor\":o.anchor,\"text-offset\":o.offset,\"symbol-placement\":i.placement}),n.extendFlat(r,{\"icon-color\":t.color,\"text-color\":i.textfont.color,\"text-opacity\":t.opacity});break;case\"raster\":n.extendFlat(r,{\"raster-fade-duration\":0})}return{layout:e,paint:r}}s.update=function(t){this.visible?this.needsNewImage(t)?this.updateImage(t):this.needsNewSource(t)?(this.removeLayer(),this.updateSource(t),this.updateLayer(t)):this.needsNewLayer(t)?this.updateLayer(t):this.updateStyle(t):(this.updateSource(t),this.updateLayer(t)),this.visible=l(t)},s.needsNewImage=function(t){return this.subplot.map.getSource(this.idSource)&&\"image\"===this.sourceType&&\"image\"===t.sourcetype&&(this.source!==t.source||JSON.stringify(this.coordinates)!==JSON.stringify(t.coordinates))},s.needsNewSource=function(t){return this.sourceType!==t.sourcetype||this.source!==t.source||this.layerType!==t.type},s.needsNewLayer=function(t){return this.layerType!==t.type||this.below!==this.subplot.belowLookup[\"layout-\"+this.index]},s.updateImage=function(t){this.subplot.map.getSource(this.idSource).updateImage({url:t.source,coordinates:t.coordinates})},s.updateSource=function(t){var e=this.subplot.map;if(e.getSource(this.idSource)&&e.removeSource(this.idSource),this.sourceType=t.sourcetype,this.source=t.source,l(t)){var r=function(t){var e,r=t.sourcetype,n=t.source,a={type:r};\"geojson\"===r?e=\"data\":\"vector\"===r?e=\"string\"==typeof n?\"url\":\"tiles\":\"raster\"===r?(e=\"tiles\",a.tileSize=256):\"image\"===r&&(e=\"url\",a.coordinates=t.coordinates);a[e]=n,t.sourceattribution&&(a.attribution=t.sourceattribution);return a}(t);e.addSource(this.idSource,r)}},s.updateLayer=function(t){var e,r=this.subplot,n=c(t),a=this.subplot.belowLookup[\"layout-\"+this.index];if(\"traces\"===a)for(var o=r.getMapLayers(),s=0;s<o.length;s++){var u=o[s].id;if(\"string\"==typeof u&&0===u.indexOf(i.traceLayerPrefix)){e=u;break}}else e=a;this.removeLayer(),l(t)&&r.addLayer({id:this.idLayer,source:this.idSource,\"source-layer\":t.sourcelayer||\"\",type:t.type,minzoom:t.minzoom,maxzoom:t.maxzoom,layout:n.layout,paint:n.paint},e),this.layerType=t.type,this.below=a},s.updateStyle=function(t){if(l(t)){var e=c(t);this.subplot.setOptions(this.idLayer,\"setLayoutProperty\",e.layout),this.subplot.setOptions(this.idLayer,\"setPaintProperty\",e.paint)}},s.removeLayer=function(){var t=this.subplot.map;t.getLayer(this.idLayer)&&t.removeLayer(this.idLayer)},s.dispose=function(){var t=this.subplot.map;t.getLayer(this.idLayer)&&t.removeLayer(this.idLayer),t.getSource(this.idSource)&&t.removeSource(this.idSource)},e.exports=function(t,e,r){var n=new o(t,e);return n.update(r),n}},{\"../../lib\":717,\"./constants\":818,\"./convert_text_opts\":819}],822:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../components/color\").defaultLine,i=t(\"../domain\").attributes,o=t(\"../font_attributes\"),s=t(\"../../traces/scatter/attributes\").textposition,l=t(\"../../plot_api/edit_types\").overrideAll,c=t(\"../../plot_api/plot_template\").templatedArray,u=t(\"./constants\"),h=o({});h.family.dflt=\"Open Sans Regular, Arial Unicode MS 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'</svg>\",\"application/xml\"),I=this.appendChild(this.ownerDocument.importNode(z.documentElement,!0));t=n.select(I)}t.select(\".guides-group\").style({\"pointer-events\":\"none\"}),t.select(\".angular.axis-group\").style({\"pointer-events\":\"none\"}),t.select(\".radial.axis-group\").style({\"pointer-events\":\"none\"});var D,R=t.select(\".chart-group\"),F={fill:\"none\",stroke:f.tickColor},B={\"font-size\":f.font.size,\"font-family\":f.font.family,fill:f.font.color,\"text-shadow\":[\"-1px 0px\",\"1px -1px\",\"-1px 1px\",\"1px 1px\"].map(function(t,e){return\" \"+t+\" 0 \"+f.font.outlineColor}).join(\",\")};if(f.showLegend){D=t.select(\".legend-group\").attr({transform:\"translate(\"+[x,f.margin.top]+\")\"}).style({display:\"block\"});var N=p.map(function(t,e){var r=o.util.cloneJson(t);return r.symbol=\"DotPlot\"===t.geometry?t.dotType||\"circle\":\"LinePlot\"!=t.geometry?\"square\":\"line\",r.visibleInLegend=\"undefined\"==typeof t.visibleInLegend||t.visibleInLegend,r.color=\"LinePlot\"===t.geometry?t.strokeColor:t.color,r});o.Legend().config({data:p.map(function(t,e){return t.name||\"Element\"+e}),legendConfig:a({},o.Legend.defaultConfig().legendConfig,{container:D,elements:N,reverseOrder:f.legend.reverseOrder})})();var j=D.node().getBBox();x=Math.min(f.width-j.width-f.margin.left-f.margin.right,f.height-f.margin.top-f.margin.bottom)/2,x=Math.max(10,x),_=[f.margin.left+x,f.margin.top+x],r.range([0,x]),u.layout.radialAxis.domain=r.domain(),D.attr(\"transform\",\"translate(\"+[_[0]+x,_[1]-x]+\")\")}else D=t.select(\".legend-group\").style({display:\"none\"});t.attr({width:f.width,height:f.height}).style({opacity:f.opacity}),R.attr(\"transform\",\"translate(\"+_+\")\").style({cursor:\"crosshair\"});var V=[(f.width-(f.margin.left+f.margin.right+2*x+(j?j.width:0)))/2,(f.height-(f.margin.top+f.margin.bottom+2*x))/2];if(V[0]=Math.max(0,V[0]),V[1]=Math.max(0,V[1]),t.select(\".outer-group\").attr(\"transform\",\"translate(\"+V+\")\"),f.title&&f.title.text){var U=t.select(\"g.title-group text\").style(B).text(f.title.text),q=U.node().getBBox();U.attr({x:_[0]-q.width/2,y:_[1]-x-20})}var H=t.select(\".radial.axis-group\");if(f.radialAxis.gridLinesVisible){var G=H.selectAll(\"circle.grid-circle\").data(r.ticks(5));G.enter().append(\"circle\").attr({class:\"grid-circle\"}).style(F),G.attr(\"r\",r),G.exit().remove()}H.select(\"circle.outside-circle\").attr({r:x}).style(F);var Y=t.select(\"circle.background-circle\").attr({r:x}).style({fill:f.backgroundColor,stroke:f.stroke});function W(t,e){return s(t)%360+f.orientation}if(f.radialAxis.visible){var X=n.svg.axis().scale(r).ticks(5).tickSize(5);H.call(X).attr({transform:\"rotate(\"+f.radialAxis.orientation+\")\"}),H.selectAll(\".domain\").style(F),H.selectAll(\"g>text\").text(function(t,e){return this.textContent+f.radialAxis.ticksSuffix}).style(B).style({\"text-anchor\":\"start\"}).attr({x:0,y:0,dx:0,dy:0,transform:function(t,e){return\"horizontal\"===f.radialAxis.tickOrientation?\"rotate(\"+-f.radialAxis.orientation+\") translate(\"+[0,B[\"font-size\"]]+\")\":\"translate(\"+[0,B[\"font-size\"]]+\")\"}}),H.selectAll(\"g>line\").style({stroke:\"black\"})}var Z=t.select(\".angular.axis-group\").selectAll(\"g.angular-tick\").data(O),J=Z.enter().append(\"g\").classed(\"angular-tick\",!0);Z.attr({transform:function(t,e){return\"rotate(\"+W(t)+\")\"}}).style({display:f.angularAxis.visible?\"block\":\"none\"}),Z.exit().remove(),J.append(\"line\").classed(\"grid-line\",!0).classed(\"major\",function(t,e){return e%(f.minorTicks+1)==0}).classed(\"minor\",function(t,e){return!(e%(f.minorTicks+1)==0)}).style(F),J.selectAll(\".minor\").style({stroke:f.minorTickColor}),Z.select(\"line.grid-line\").attr({x1:f.tickLength?x-f.tickLength:0,x2:x}).style({display:f.angularAxis.gridLinesVisible?\"block\":\"none\"}),J.append(\"text\").classed(\"axis-text\",!0).style(B);var K=Z.select(\"text.axis-text\").attr({x:x+f.labelOffset,dy:i+\"em\",transform:function(t,e){var r=W(t),n=x+f.labelOffset,a=f.angularAxis.tickOrientation;return\"horizontal\"==a?\"rotate(\"+-r+\" \"+n+\" 0)\":\"radial\"==a?r<270&&r>90?\"rotate(180 \"+n+\" 0)\":null:\"rotate(\"+(r<=180&&r>0?-90:90)+\" \"+n+\" 0)\"}}).style({\"text-anchor\":\"middle\",display:f.angularAxis.labelsVisible?\"block\":\"none\"}).text(function(t,e){return e%(f.minorTicks+1)!=0?\"\":w?w[t]+f.angularAxis.ticksSuffix:t+f.angularAxis.ticksSuffix}).style(B);f.angularAxis.rewriteTicks&&K.text(function(t,e){return e%(f.minorTicks+1)!=0?\"\":f.angularAxis.rewriteTicks(this.textContent,e)});var Q=n.max(R.selectAll(\".angular-tick text\")[0].map(function(t,e){return t.getCTM().e+t.getBBox().width}));D.attr({transform:\"translate(\"+[x+Q,f.margin.top]+\")\"});var $=t.select(\"g.geometry-group\").selectAll(\"g\").size()>0,tt=t.select(\"g.geometry-group\").selectAll(\"g.geometry\").data(p);if(tt.enter().append(\"g\").attr({class:function(t,e){return\"geometry geometry\"+e}}),tt.exit().remove(),p[0]||$){var et=[];p.forEach(function(t,e){var n={};n.radialScale=r,n.angularScale=s,n.container=tt.filter(function(t,r){return r==e}),n.geometry=t.geometry,n.orientation=f.orientation,n.direction=f.direction,n.index=e,et.push({data:t,geometryConfig:n})});var rt=n.nest().key(function(t,e){return\"undefined\"!=typeof t.data.groupId||\"unstacked\"}).entries(et),nt=[];rt.forEach(function(t,e){\"unstacked\"===t.key?nt=nt.concat(t.values.map(function(t,e){return[t]})):nt.push(t.values)}),nt.forEach(function(t,e){var r;r=Array.isArray(t)?t[0].geometryConfig.geometry:t.geometryConfig.geometry;var n=t.map(function(t,e){return a(o[r].defaultConfig(),t)});o[r]().config(n)()})}var at,it,ot=t.select(\".guides-group\"),st=t.select(\".tooltips-group\"),lt=o.tooltipPanel().config({container:st,fontSize:8})(),ct=o.tooltipPanel().config({container:st,fontSize:8})(),ut=o.tooltipPanel().config({container:st,hasTick:!0})();if(!T){var ht=ot.select(\"line\").attr({x1:0,y1:0,y2:0}).style({stroke:\"grey\",\"pointer-events\":\"none\"});R.on(\"mousemove.angular-guide\",function(t,e){var r=o.util.getMousePos(Y).angle;ht.attr({x2:-x,transform:\"rotate(\"+r+\")\"}).style({opacity:.5});var n=(r+180+360-f.orientation)%360;at=s.invert(n);var a=o.util.convertToCartesian(x+12,r+180);lt.text(o.util.round(at)).move([a[0]+_[0],a[1]+_[1]])}).on(\"mouseout.angular-guide\",function(t,e){ot.select(\"line\").style({opacity:0})})}var ft=ot.select(\"circle\").style({stroke:\"grey\",fill:\"none\"});R.on(\"mousemove.radial-guide\",function(t,e){var n=o.util.getMousePos(Y).radius;ft.attr({r:n}).style({opacity:.5}),it=r.invert(o.util.getMousePos(Y).radius);var a=o.util.convertToCartesian(n,f.radialAxis.orientation);ct.text(o.util.round(it)).move([a[0]+_[0],a[1]+_[1]])}).on(\"mouseout.radial-guide\",function(t,e){ft.style({opacity:0}),ut.hide(),lt.hide(),ct.hide()}),t.selectAll(\".geometry-group .mark\").on(\"mouseover.tooltip\",function(e,r){var a=n.select(this),i=this.style.fill,s=\"black\",l=this.style.opacity||1;if(a.attr({\"data-opacity\":l}),i&&\"none\"!==i){a.attr({\"data-fill\":i}),s=n.hsl(i).darker().toString(),a.style({fill:s,opacity:1});var c={t:o.util.round(e[0]),r:o.util.round(e[1])};T&&(c.t=w[e[0]]);var u=\"t: \"+c.t+\", r: \"+c.r,h=this.getBoundingClientRect(),f=t.node().getBoundingClientRect(),p=[h.left+h.width/2-V[0]-f.left,h.top+h.height/2-V[1]-f.top];ut.config({color:s}).text(u),ut.move(p)}else i=this.style.stroke||\"black\",a.attr({\"data-stroke\":i}),s=n.hsl(i).darker().toString(),a.style({stroke:s,opacity:1})}).on(\"mousemove.tooltip\",function(t,e){if(0!=n.event.which)return!1;n.select(this).attr(\"data-fill\")&&ut.show()}).on(\"mouseout.tooltip\",function(t,e){ut.hide();var r=n.select(this),a=r.attr(\"data-fill\");a?r.style({fill:a,opacity:r.attr(\"data-opacity\")}):r.style({stroke:r.attr(\"data-stroke\"),opacity:r.attr(\"data-opacity\")})})})}(c),this},f.config=function(t){if(!arguments.length)return l;var e=o.util.cloneJson(t);return e.data.forEach(function(t,e){l.data[e]||(l.data[e]={}),a(l.data[e],o.Axis.defaultConfig().data[0]),a(l.data[e],t)}),a(l.layout,o.Axis.defaultConfig().layout),a(l.layout,e.layout),this},f.getLiveConfig=function(){return u},f.getinputConfig=function(){return c},f.radialScale=function(t){return r},f.angularScale=function(t){return s},f.svg=function(){return 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n=e*Math.PI/180;return[e,t(n)]})},o.util.dataFromEquation=function(t,e,r){var a=e||6,i=[],o=[];n.range(0,360+a,a).forEach(function(e,r){var n=e*Math.PI/180,a=t(n);i.push(e),o.push(a)});var s={t:i,r:o};return r&&(s.name=r),s},o.util.ensureArray=function(t,e){if(\"undefined\"==typeof t)return null;var r=[].concat(t);return n.range(e).map(function(t,e){return r[e]||r[0]})},o.util.fillArrays=function(t,e,r){return e.forEach(function(e,n){t[e]=o.util.ensureArray(t[e],r)}),t},o.util.cloneJson=function(t){return JSON.parse(JSON.stringify(t))},o.util.validateKeys=function(t,e){\"string\"==typeof e&&(e=e.split(\".\"));var r=e.shift();return t[r]&&(!e.length||objHasKeys(t[r],e))},o.util.sumArrays=function(t,e){return n.zip(t,e).map(function(t,e){return n.sum(t)})},o.util.arrayLast=function(t){return t[t.length-1]},o.util.arrayEqual=function(t,e){for(var r=Math.max(t.length,e.length,1);r-- >=0&&t[r]===e[r];);return-2===r},o.util.flattenArray=function(t){for(var e=[];!o.util.arrayEqual(e,t);)e=t,t=[].concat.apply([],t);return t},o.util.deduplicate=function(t){return t.filter(function(t,e,r){return r.indexOf(t)==e})},o.util.convertToCartesian=function(t,e){var r=e*Math.PI/180;return[t*Math.cos(r),t*Math.sin(r)]},o.util.round=function(t,e){var r=e||2,n=Math.pow(10,r);return Math.round(t*n)/n},o.util.getMousePos=function(t){var e=n.mouse(t.node()),r=e[0],a=e[1],i={};return i.x=r,i.y=a,i.pos=e,i.angle=180*(Math.atan2(a,r)+Math.PI)/Math.PI,i.radius=Math.sqrt(r*r+a*a),i},o.util.duplicatesCount=function(t){for(var e,r={},n={},a=0,i=t.length;a<i;a++)(e=t[a])in r?(r[e]++,n[e]=r[e]):r[e]=1;return n},o.util.duplicates=function(t){return Object.keys(o.util.duplicatesCount(t))},o.util.translator=function(t,e,r,n){if(n){var a=r.slice();r=e,e=a}var i=e.reduce(function(t,e){if(\"undefined\"!=typeof t)return t[e]},t);\"undefined\"!=typeof i&&(e.reduce(function(t,r,n){if(\"undefined\"!=typeof t)return n===e.length-1&&delete 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dot\",d:s,transform:function(t,r){var n,a,i,s=(n=function(t,r){var n=e.radialScale(t[1]),a=(e.angularScale(t[0])+e.orientation)*Math.PI/180;return{r:n,t:a}}(o),a=n.r*Math.cos(n.t),i=n.r*Math.sin(n.t),{x:a,y:i});return\"translate(\"+[s.x,s.y]+\")\"}})};var u=n.svg.line.radial().interpolate(t[0].data.lineInterpolation).radius(function(t){return e.radialScale(t[1])}).angle(function(t){return e.angularScale(t[0])*Math.PI/180});c.line=function(r,a,i){var s=r[2]?o[i].map(function(t,e){return[t[0],t[1]+t[2]]}):o[i];if(n.select(this).each(c.dot).style({opacity:function(e,r){return+t[i].data.dotVisible},fill:d.stroke(r,a,i)}).attr({class:\"mark dot\"}),!(a>0)){var l=n.select(this.parentNode).selectAll(\"path.line\").data([0]);l.enter().insert(\"path\"),l.attr({class:\"line\",d:u(s),transform:function(t,r){return\"rotate(\"+(e.orientation+90)+\")\"},\"pointer-events\":\"none\"}).style({fill:function(t,e){return d.fill(r,a,i)},\"fill-opacity\":0,stroke:function(t,e){return d.stroke(r,a,i)},\"stroke-width\":function(t,e){return d[\"stroke-width\"](r,a,i)},\"stroke-dasharray\":function(t,e){return d[\"stroke-dasharray\"](r,a,i)},opacity:function(t,e){return d.opacity(r,a,i)},display:function(t,e){return d.display(r,a,i)}})}};var h=e.angularScale.range(),f=Math.abs(h[1]-h[0])/o[0].length*Math.PI/180,p=n.svg.arc().startAngle(function(t){return-f/2}).endAngle(function(t){return f/2}).innerRadius(function(t){return e.radialScale(l+(t[2]||0))}).outerRadius(function(t){return e.radialScale(l+(t[2]||0))+e.radialScale(t[1])});c.arc=function(t,r,a){n.select(this).attr({class:\"mark arc\",d:p,transform:function(t,r){return\"rotate(\"+(e.orientation+s(t[0])+90)+\")\"}})};var d={fill:function(e,r,n){return t[n].data.color},stroke:function(e,r,n){return t[n].data.strokeColor},\"stroke-width\":function(e,r,n){return t[n].data.strokeSize+\"px\"},\"stroke-dasharray\":function(e,n,a){return r[t[a].data.strokeDash]},opacity:function(e,r,n){return t[n].data.opacity},display:function(e,r,n){return\"undefined\"==typeof t[n].data.visible||t[n].data.visible?\"block\":\"none\"}},g=n.select(this).selectAll(\"g.layer\").data(o);g.enter().append(\"g\").attr({class:\"layer\"});var v=g.selectAll(\"path.mark\").data(function(t,e){return t});v.enter().append(\"path\").attr({class:\"mark\"}),v.style(d).each(c[e.geometryType]),v.exit().remove(),g.exit().remove()})}return i.config=function(e){return arguments.length?(e.forEach(function(e,r){t[r]||(t[r]={}),a(t[r],o.PolyChart.defaultConfig()),a(t[r],e)}),this):t},i.getColorScale=function(){},n.rebind(i,e,\"on\"),i},o.PolyChart.defaultConfig=function(){return{data:{name:\"geom1\",t:[[1,2,3,4]],r:[[1,2,3,4]],dotType:\"circle\",dotSize:64,dotVisible:!1,barWidth:20,color:\"#ffa500\",strokeSize:1,strokeColor:\"silver\",strokeDash:\"solid\",opacity:1,index:0,visible:!0,visibleInLegend:!0},geometryConfig:{geometry:\"LinePlot\",geometryType:\"arc\",direction:\"clockwise\",orientation:0,container:\"body\",radialScale:null,angularScale:null,colorScale:n.scale.category20()}}},o.BarChart=function(){return o.PolyChart()},o.BarChart.defaultConfig=function(){return{geometryConfig:{geometryType:\"bar\"}}},o.AreaChart=function(){return o.PolyChart()},o.AreaChart.defaultConfig=function(){return{geometryConfig:{geometryType:\"arc\"}}},o.DotPlot=function(){return o.PolyChart()},o.DotPlot.defaultConfig=function(){return{geometryConfig:{geometryType:\"dot\",dotType:\"circle\"}}},o.LinePlot=function(){return o.PolyChart()},o.LinePlot.defaultConfig=function(){return{geometryConfig:{geometryType:\"line\"}}},o.Legend=function(){var t=o.Legend.defaultConfig(),e=n.dispatch(\"hover\");function r(){var e=t.legendConfig,i=t.data.map(function(t,r){return[].concat(t).map(function(t,n){var i=a({},e.elements[r]);return i.name=t,i.color=[].concat(e.elements[r].color)[n],i})}),o=n.merge(i);o=o.filter(function(t,r){return e.elements[r]&&(e.elements[r].visibleInLegend||\"undefined\"==typeof e.elements[r].visibleInLegend)}),e.reverseOrder&&(o=o.reverse());var s=e.container;(\"string\"==typeof s||s.nodeName)&&(s=n.select(s));var l=o.map(function(t,e){return t.color}),c=e.fontSize,u=null==e.isContinuous?\"number\"==typeof o[0]:e.isContinuous,h=u?e.height:c*o.length,f=s.classed(\"legend-group\",!0).selectAll(\"svg\").data([0]),p=f.enter().append(\"svg\").attr({width:300,height:h+c,xmlns:\"http://www.w3.org/2000/svg\",\"xmlns:xlink\":\"http://www.w3.org/1999/xlink\",version:\"1.1\"});p.append(\"g\").classed(\"legend-axis\",!0),p.append(\"g\").classed(\"legend-marks\",!0);var d=n.range(o.length),g=n.scale[u?\"linear\":\"ordinal\"]().domain(d).range(l),v=n.scale[u?\"linear\":\"ordinal\"]().domain(d)[u?\"range\":\"rangePoints\"]([0,h]);if(u){var m=f.select(\".legend-marks\").append(\"defs\").append(\"linearGradient\").attr({id:\"grad1\",x1:\"0%\",y1:\"0%\",x2:\"0%\",y2:\"100%\"}).selectAll(\"stop\").data(l);m.enter().append(\"stop\"),m.attr({offset:function(t,e){return e/(l.length-1)*100+\"%\"}}).style({\"stop-color\":function(t,e){return t}}),f.append(\"rect\").classed(\"legend-mark\",!0).attr({height:e.height,width:e.colorBandWidth,fill:\"url(#grad1)\"})}else{var y=f.select(\".legend-marks\").selectAll(\"path.legend-mark\").data(o);y.enter().append(\"path\").classed(\"legend-mark\",!0),y.attr({transform:function(t,e){return\"translate(\"+[c/2,v(e)+c/2]+\")\"},d:function(t,e){var r,a,i,o=t.symbol;return i=3*(a=c),\"line\"===(r=o)?\"M\"+[[-a/2,-a/12],[a/2,-a/12],[a/2,a/12],[-a/2,a/12]]+\"Z\":-1!=n.svg.symbolTypes.indexOf(r)?n.svg.symbol().type(r).size(i)():n.svg.symbol().type(\"square\").size(i)()},fill:function(t,e){return g(e)}}),y.exit().remove()}var x=n.svg.axis().scale(v).orient(\"right\"),b=f.select(\"g.legend-axis\").attr({transform:\"translate(\"+[u?e.colorBandWidth:c,c/2]+\")\"}).call(x);return b.selectAll(\".domain\").style({fill:\"none\",stroke:\"none\"}),b.selectAll(\"line\").style({fill:\"none\",stroke:u?e.textColor:\"none\"}),b.selectAll(\"text\").style({fill:e.textColor,\"font-size\":e.fontSize}).text(function(t,e){return o[e].name}),r}return r.config=function(e){return arguments.length?(a(t,e),this):t},n.rebind(r,e,\"on\"),r},o.Legend.defaultConfig=function(t,e){return{data:[\"a\",\"b\",\"c\"],legendConfig:{elements:[{symbol:\"line\",color:\"red\"},{symbol:\"square\",color:\"yellow\"},{symbol:\"diamond\",color:\"limegreen\"}],height:150,colorBandWidth:30,fontSize:12,container:\"body\",isContinuous:null,textColor:\"grey\",reverseOrder:!1}}},o.tooltipPanel=function(){var t,e,r,i={container:null,hasTick:!1,fontSize:12,color:\"white\",padding:5},s=\"tooltip-\"+o.tooltipPanel.uid++,l=10,c=function(){var n=(t=i.container.selectAll(\"g.\"+s).data([0])).enter().append(\"g\").classed(s,!0).style({\"pointer-events\":\"none\",display:\"none\"});return r=n.append(\"path\").style({fill:\"white\",\"fill-opacity\":.9}).attr({d:\"M0 0\"}),e=n.append(\"text\").attr({dx:i.padding+l,dy:.3*+i.fontSize}),c};return c.text=function(a){var o=n.hsl(i.color).l,s=o>=.5?\"#aaa\":\"white\",u=o>=.5?\"black\":\"white\",h=a||\"\";e.style({fill:u,\"font-size\":i.fontSize+\"px\"}).text(h);var f=i.padding,p=e.node().getBBox(),d={fill:i.color,stroke:s,\"stroke-width\":\"2px\"},g=p.width+2*f+l,v=p.height+2*f;return r.attr({d:\"M\"+[[l,-v/2],[l,-v/4],[i.hasTick?0:l,0],[l,v/4],[l,v/2],[g,v/2],[g,-v/2]].join(\"L\")+\"Z\"}).style(d),t.attr({transform:\"translate(\"+[l,-v/2+2*f]+\")\"}),t.style({display:\"block\"}),c},c.move=function(e){if(t)return t.attr({transform:\"translate(\"+[e[0],e[1]]+\")\"}).style({display:\"block\"}),c},c.hide=function(){if(t)return t.style({display:\"none\"}),c},c.show=function(){if(t)return t.style({display:\"block\"}),c},c.config=function(t){return a(i,t),c},c},o.tooltipPanel.uid=1,o.adapter={},o.adapter.plotly=function(){var t={convert:function(t,e){var r={};if(t.data&&(r.data=t.data.map(function(t,r){var n=a({},t);return[[n,[\"marker\",\"color\"],[\"color\"]],[n,[\"marker\",\"opacity\"],[\"opacity\"]],[n,[\"marker\",\"line\",\"color\"],[\"strokeColor\"]],[n,[\"marker\",\"line\",\"dash\"],[\"strokeDash\"]],[n,[\"marker\",\"line\",\"width\"],[\"strokeSize\"]],[n,[\"marker\",\"symbol\"],[\"dotType\"]],[n,[\"marker\",\"size\"],[\"dotSize\"]],[n,[\"marker\",\"barWidth\"],[\"barWidth\"]],[n,[\"line\",\"interpolation\"],[\"lineInterpolation\"]],[n,[\"showlegend\"],[\"visibleInLegend\"]]].forEach(function(t,r){o.util.translator.apply(null,t.concat(e))}),e||delete n.marker,e&&delete n.groupId,e?(\"LinePlot\"===n.geometry?(n.type=\"scatter\",!0===n.dotVisible?(delete n.dotVisible,n.mode=\"lines+markers\"):n.mode=\"lines\"):\"DotPlot\"===n.geometry?(n.type=\"scatter\",n.mode=\"markers\"):\"AreaChart\"===n.geometry?n.type=\"area\":\"BarChart\"===n.geometry&&(n.type=\"bar\"),delete n.geometry):(\"scatter\"===n.type?\"lines\"===n.mode?n.geometry=\"LinePlot\":\"markers\"===n.mode?n.geometry=\"DotPlot\":\"lines+markers\"===n.mode&&(n.geometry=\"LinePlot\",n.dotVisible=!0):\"area\"===n.type?n.geometry=\"AreaChart\":\"bar\"===n.type&&(n.geometry=\"BarChart\"),delete n.mode,delete n.type),n}),!e&&t.layout&&\"stack\"===t.layout.barmode)){var i=o.util.duplicates(r.data.map(function(t,e){return t.geometry}));r.data.forEach(function(t,e){var n=i.indexOf(t.geometry);-1!=n&&(r.data[e].groupId=n)})}if(t.layout){var s=a({},t.layout);if([[s,[\"plot_bgcolor\"],[\"backgroundColor\"]],[s,[\"showlegend\"],[\"showLegend\"]],[s,[\"radialaxis\"],[\"radialAxis\"]],[s,[\"angularaxis\"],[\"angularAxis\"]],[s.angularaxis,[\"showline\"],[\"gridLinesVisible\"]],[s.angularaxis,[\"showticklabels\"],[\"labelsVisible\"]],[s.angularaxis,[\"nticks\"],[\"ticksCount\"]],[s.angularaxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.angularaxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.angularaxis,[\"range\"],[\"domain\"]],[s.angularaxis,[\"endpadding\"],[\"endPadding\"]],[s.radialaxis,[\"showline\"],[\"gridLinesVisible\"]],[s.radialaxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.radialaxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.radialaxis,[\"range\"],[\"domain\"]],[s.angularAxis,[\"showline\"],[\"gridLinesVisible\"]],[s.angularAxis,[\"showticklabels\"],[\"labelsVisible\"]],[s.angularAxis,[\"nticks\"],[\"ticksCount\"]],[s.angularAxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.angularAxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.angularAxis,[\"range\"],[\"domain\"]],[s.angularAxis,[\"endpadding\"],[\"endPadding\"]],[s.radialAxis,[\"showline\"],[\"gridLinesVisible\"]],[s.radialAxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.radialAxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.radialAxis,[\"range\"],[\"domain\"]],[s.font,[\"outlinecolor\"],[\"outlineColor\"]],[s.legend,[\"traceorder\"],[\"reverseOrder\"]],[s,[\"labeloffset\"],[\"labelOffset\"]],[s,[\"defaultcolorrange\"],[\"defaultColorRange\"]]].forEach(function(t,r){o.util.translator.apply(null,t.concat(e))}),e?(\"undefined\"!=typeof s.tickLength&&(s.angularaxis.ticklen=s.tickLength,delete s.tickLength),s.tickColor&&(s.angularaxis.tickcolor=s.tickColor,delete s.tickColor)):(s.angularAxis&&\"undefined\"!=typeof s.angularAxis.ticklen&&(s.tickLength=s.angularAxis.ticklen),s.angularAxis&&\"undefined\"!=typeof s.angularAxis.tickcolor&&(s.tickColor=s.angularAxis.tickcolor)),s.legend&&\"boolean\"!=typeof s.legend.reverseOrder&&(s.legend.reverseOrder=\"normal\"!=s.legend.reverseOrder),s.legend&&\"boolean\"==typeof s.legend.traceorder&&(s.legend.traceorder=s.legend.traceorder?\"reversed\":\"normal\",delete s.legend.reverseOrder),s.margin&&\"undefined\"!=typeof s.margin.t){var l=[\"t\",\"r\",\"b\",\"l\",\"pad\"],c=[\"top\",\"right\",\"bottom\",\"left\",\"pad\"],u={};n.entries(s.margin).forEach(function(t,e){u[c[l.indexOf(t.key)]]=t.value}),s.margin=u}e&&(delete s.needsEndSpacing,delete s.minorTickColor,delete s.minorTicks,delete s.angularaxis.ticksCount,delete s.angularaxis.ticksCount,delete s.angularaxis.ticksStep,delete s.angularaxis.rewriteTicks,delete s.angularaxis.nticks,delete s.radialaxis.ticksCount,delete s.radialaxis.ticksCount,delete s.radialaxis.ticksStep,delete s.radialaxis.rewriteTicks,delete s.radialaxis.nticks),r.layout=s}return r}};return t}},{\"../../../constants/alignment\":686,\"../../../lib\":717,d3:165}],836:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../../lib\"),i=t(\"../../../components/color\"),o=t(\"./micropolar\"),s=t(\"./undo_manager\"),l=a.extendDeepAll,c=e.exports={};c.framework=function(t){var e,r,a,i,u,h=new s;function f(r,s){return s&&(u=s),n.select(n.select(u).node().parentNode).selectAll(\".svg-container>*:not(.chart-root)\").remove(),e=e?l(e,r):r,a||(a=o.Axis()),i=o.adapter.plotly().convert(e),a.config(i).render(u),t.data=e.data,t.layout=e.layout,c.fillLayout(t),e}return f.isPolar=!0,f.svg=function(){return a.svg()},f.getConfig=function(){return e},f.getLiveConfig=function(){return o.adapter.plotly().convert(a.getLiveConfig(),!0)},f.getLiveScales=function(){return{t:a.angularScale(),r:a.radialScale()}},f.setUndoPoint=function(){var t,n,a=this,i=o.util.cloneJson(e);t=i,n=r,h.add({undo:function(){n&&a(n)},redo:function(){a(t)}}),r=o.util.cloneJson(i)},f.undo=function(){h.undo()},f.redo=function(){h.redo()},f},c.fillLayout=function(t){var e=n.select(t).selectAll(\".plot-container\"),r=e.selectAll(\".svg-container\"),a=t.framework&&t.framework.svg&&t.framework.svg(),o={width:800,height:600,paper_bgcolor:i.background,_container:e,_paperdiv:r,_paper:a};t._fullLayout=l(o,t.layout)}},{\"../../../components/color\":592,\"../../../lib\":717,\"./micropolar\":835,\"./undo_manager\":837,d3:165}],837:[function(t,e,r){\"use strict\";e.exports=function(){var t,e=[],r=-1,n=!1;function a(t,e){return t?(n=!0,t[e](),n=!1,this):this}return{add:function(t){return n?this:(e.splice(r+1,e.length-r),e.push(t),r=e.length-1,this)},setCallback:function(e){t=e},undo:function(){var n=e[r];return n?(a(n,\"undo\"),r-=1,t&&t(n.undo),this):this},redo:function(){var n=e[r+1];return n?(a(n,\"redo\"),r+=1,t&&t(n.redo),this):this},clear:function(){e=[],r=-1},hasUndo:function(){return-1!==r},hasRedo:function(){return r<e.length-1},getCommands:function(){return e},getPreviousCommand:function(){return e[r-1]},getIndex:function(){return r}}}},{}],838:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"tinycolor2\"),i=t(\"../../registry\"),o=t(\"../../lib\"),s=t(\"../../components/color\"),l=t(\"../../components/drawing\"),c=t(\"../plots\"),u=t(\"../../plots/cartesian/axes\"),h=t(\"../cartesian/set_convert\"),f=t(\"./set_convert\"),p=t(\"../cartesian/autorange\").doAutoRange,d=t(\"../cartesian/dragbox\"),g=t(\"../../components/dragelement\"),v=t(\"../../components/fx\"),m=t(\"../../components/titles\"),y=t(\"../cartesian/select\").prepSelect,x=t(\"../cartesian/select\").selectOnClick,b=t(\"../cartesian/select\").clearSelect,_=t(\"../../lib/setcursor\"),w=t(\"../../lib/clear_gl_canvases\"),k=t(\"../../plot_api/subroutines\").redrawReglTraces,T=t(\"../../constants/alignment\").MID_SHIFT,M=t(\"./constants\"),A=t(\"./helpers\"),S=o._,E=o.mod,L=o.deg2rad,C=o.rad2deg;function P(t,e){this.id=e,this.gd=t,this._hasClipOnAxisFalse=null,this.vangles=null,this.radialAxisAngle=null,this.traceHash={},this.layers={},this.clipPaths={},this.clipIds={},this.viewInitial={};var r=t._fullLayout,n=\"clip\"+r._uid+e;this.clipIds.forTraces=n+\"-for-traces\",this.clipPaths.forTraces=r._clips.append(\"clipPath\").attr(\"id\",this.clipIds.forTraces),this.clipPaths.forTraces.append(\"path\"),this.framework=r._polarlayer.append(\"g\").attr(\"class\",e),this.radialTickLayout=null,this.angularTickLayout=null}var O=P.prototype;function z(t){var e=t.ticks+String(t.ticklen)+String(t.showticklabels);return\"side\"in t&&(e+=t.side),e}function I(t,e){return e[o.findIndexOfMin(e,function(e){return o.angleDist(t,e)})]}function D(t,e,r){return e?(t.attr(\"display\",null),t.attr(r)):t&&t.attr(\"display\",\"none\"),t}function R(t,e){return\"translate(\"+t+\",\"+e+\")\"}function F(t){return\"rotate(\"+t+\")\"}e.exports=function(t,e){return new P(t,e)},O.plot=function(t,e){var r=e[this.id];this._hasClipOnAxisFalse=!1;for(var n=0;n<t.length;n++){if(!1===t[n][0].trace.cliponaxis){this._hasClipOnAxisFalse=!0;break}}this.updateLayers(e,r),this.updateLayout(e,r),c.generalUpdatePerTraceModule(this.gd,this,t,r),this.updateFx(e,r)},O.updateLayers=function(t,e){var r=this.layers,a=e.radialaxis,i=e.angularaxis,o=M.layerNames,s=o.indexOf(\"frontplot\"),l=o.slice(0,s),c=\"below traces\"===i.layer,u=\"below traces\"===a.layer;c&&l.push(\"angular-line\"),u&&l.push(\"radial-line\"),c&&l.push(\"angular-axis\"),u&&l.push(\"radial-axis\"),l.push(\"frontplot\"),c||l.push(\"angular-line\"),u||l.push(\"radial-line\"),c||l.push(\"angular-axis\"),u||l.push(\"radial-axis\");var h=this.framework.selectAll(\".polarsublayer\").data(l,String);h.enter().append(\"g\").attr(\"class\",function(t){return\"polarsublayer \"+t}).each(function(t){var e=r[t]=n.select(this);switch(t){case\"frontplot\":e.append(\"g\").classed(\"barlayer\",!0),e.append(\"g\").classed(\"scatterlayer\",!0);break;case\"backplot\":e.append(\"g\").classed(\"maplayer\",!0);break;case\"plotbg\":r.bg=e.append(\"path\");break;case\"radial-grid\":case\"angular-grid\":e.style(\"fill\",\"none\");break;case\"radial-line\":e.append(\"line\").style(\"fill\",\"none\");break;case\"angular-line\":e.append(\"path\").style(\"fill\",\"none\")}}),h.order()},O.updateLayout=function(t,e){var r=this.layers,n=t._size,a=e.radialaxis,i=e.angularaxis,o=e.domain.x,c=e.domain.y;this.xOffset=n.l+n.w*o[0],this.yOffset=n.t+n.h*(1-c[1]);var u=this.xLength=n.w*(o[1]-o[0]),h=this.yLength=n.h*(c[1]-c[0]),f=e.sector;this.sectorInRad=f.map(L);var p,d,g,v,m,y=this.sectorBBox=function(t){var e,r,n,a,i=t[0],o=t[1]-i,s=E(i,360),l=s+o,c=Math.cos(L(s)),u=Math.sin(L(s)),h=Math.cos(L(l)),f=Math.sin(L(l));a=s<=90&&l>=90||s>90&&l>=450?1:u<=0&&f<=0?0:Math.max(u,f);e=s<=180&&l>=180||s>180&&l>=540?-1:c>=0&&h>=0?0:Math.min(c,h);r=s<=270&&l>=270||s>270&&l>=630?-1:u>=0&&f>=0?0:Math.min(u,f);n=l>=360?1:c<=0&&h<=0?0:Math.max(c,h);return[e,r,n,a]}(f),x=y[2]-y[0],b=y[3]-y[1],_=h/u,w=Math.abs(b/x);_>w?(p=u,m=(h-(d=u*w))/n.h/2,g=[o[0],o[1]],v=[c[0]+m,c[1]-m]):(d=h,m=(u-(p=h/w))/n.w/2,g=[o[0]+m,o[1]-m],v=[c[0],c[1]]),this.xLength2=p,this.yLength2=d,this.xDomain2=g,this.yDomain2=v;var k=this.xOffset2=n.l+n.w*g[0],T=this.yOffset2=n.t+n.h*(1-v[1]),M=this.radius=p/x,A=this.innerRadius=e.hole*M,S=this.cx=k-M*y[0],C=this.cy=T+M*y[3],P=this.cxx=S-k,O=this.cyy=C-T;this.radialAxis=this.mockAxis(t,e,a,{_id:\"x\",side:{counterclockwise:\"top\",clockwise:\"bottom\"}[a.side],domain:[A/n.w,M/n.w]}),this.angularAxis=this.mockAxis(t,e,i,{side:\"right\",domain:[0,Math.PI],autorange:!1}),this.doAutoRange(t,e),this.updateAngularAxis(t,e),this.updateRadialAxis(t,e),this.updateRadialAxisTitle(t,e),this.xaxis=this.mockCartesianAxis(t,e,{_id:\"x\",domain:g}),this.yaxis=this.mockCartesianAxis(t,e,{_id:\"y\",domain:v});var z=this.pathSubplot();this.clipPaths.forTraces.select(\"path\").attr(\"d\",z).attr(\"transform\",R(P,O)),r.frontplot.attr(\"transform\",R(k,T)).call(l.setClipUrl,this._hasClipOnAxisFalse?null:this.clipIds.forTraces,this.gd),r.bg.attr(\"d\",z).attr(\"transform\",R(S,C)).call(s.fill,e.bgcolor)},O.mockAxis=function(t,e,r,n){var a=o.extendFlat({},r,n);return 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v=function(t){return\"translate(\"+(d.l2p(t.x)+l)+\",0)\"},m=z(f);if(r.radialTickLayout!==m&&(a[\"radial-axis\"].selectAll(\".xtick\").remove(),r.radialTickLayout=m),g){d.setScale();var y=u.calcTicks(d),x=u.clipEnds(d,y),b=u.getTickSigns(d)[2];u.drawTicks(n,d,{vals:y,layer:a[\"radial-axis\"],path:u.makeTickPath(d,0,b),transFn:v,crisp:!1}),u.drawGrid(n,d,{vals:x,layer:a[\"radial-grid\"],path:function(t){return r.pathArc(d.r2p(t.x)+l)},transFn:o.noop,crisp:!1}),u.drawLabels(n,d,{vals:y,layer:a[\"radial-axis\"],transFn:v,labelFns:u.makeLabelFns(d,0)})}var _=r.radialAxisAngle=r.vangles?C(I(L(f.angle),r.vangles)):f.angle,w=R(c,h),k=w+F(-_);D(a[\"radial-axis\"],g&&(f.showticklabels||f.ticks),{transform:k}),D(a[\"radial-grid\"],g&&f.showgrid,{transform:w}),D(a[\"radial-line\"].select(\"line\"),g&&f.showline,{x1:l,y1:0,x2:i,y2:0,transform:k}).attr(\"stroke-width\",f.linewidth).call(s.stroke,f.linecolor)},O.updateRadialAxisTitle=function(t,e,r){var 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e}r.hovertemplateAttrs=function(t,e){t=t||{};n(e=e||{});var r={valType:\"string\",dflt:\"\",editType:t.editType||\"none\"};return!1!==t.arrayOk&&(r.arrayOk=!0),r},r.texttemplateAttrs=function(t,e){t=t||{};n(e=e||{});var r={valType:\"string\",dflt:\"\",editType:t.editType||\"calc\"};return!1!==t.arrayOk&&(r.arrayOk=!0),r}},{\"../constants/docs\":688}],842:[function(t,e,r){\"use strict\";var n=t(\"./ternary\"),a=t(\"../../plots/get_data\").getSubplotCalcData,i=t(\"../../lib\").counterRegex;r.name=\"ternary\";var o=r.attr=\"subplot\";r.idRoot=\"ternary\",r.idRegex=r.attrRegex=i(\"ternary\"),(r.attributes={})[o]={valType:\"subplotid\",dflt:\"ternary\",editType:\"calc\"},r.layoutAttributes=t(\"./layout_attributes\"),r.supplyLayoutDefaults=t(\"./layout_defaults\"),r.plot=function(t){for(var e=t._fullLayout,r=t.calcdata,i=e._subplots.ternary,o=0;o<i.length;o++){var s=i[o],l=a(r,\"ternary\",s),c=e[s]._subplot;c||(c=new 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n=t(\"../../components/color/attributes\"),a=t(\"../domain\").attributes,i=t(\"../cartesian/layout_attributes\"),o=t(\"../../plot_api/edit_types\").overrideAll,s=t(\"../../lib/extend\").extendFlat,l={title:{text:i.title.text,font:i.title.font},color:i.color,tickmode:i.tickmode,nticks:s({},i.nticks,{dflt:6,min:1}),tick0:i.tick0,dtick:i.dtick,tickvals:i.tickvals,ticktext:i.ticktext,ticks:i.ticks,ticklen:i.ticklen,tickwidth:i.tickwidth,tickcolor:i.tickcolor,showticklabels:i.showticklabels,showtickprefix:i.showtickprefix,tickprefix:i.tickprefix,showticksuffix:i.showticksuffix,ticksuffix:i.ticksuffix,showexponent:i.showexponent,exponentformat:i.exponentformat,separatethousands:i.separatethousands,tickfont:i.tickfont,tickangle:i.tickangle,tickformat:i.tickformat,tickformatstops:i.tickformatstops,hoverformat:i.hoverformat,showline:s({},i.showline,{dflt:!0}),linecolor:i.linecolor,linewidth:i.linewidth,showgrid:s({},i.showgrid,{dflt:!0}),gridcolor:i.gridcolor,gridwidth:i.gridwidth,layer:i.layer,min:{valType:\"number\",dflt:0,min:0},_deprecated:{title:i._deprecated.title,titlefont:i._deprecated.titlefont}},c=e.exports=o({domain:a({name:\"ternary\"}),bgcolor:{valType:\"color\",dflt:n.background},sum:{valType:\"number\",dflt:1,min:0},aaxis:l,baxis:l,caxis:l},\"plot\",\"from-root\");c.uirevision={valType:\"any\",editType:\"none\"},c.aaxis.uirevision=c.baxis.uirevision=c.caxis.uirevision={valType:\"any\",editType:\"none\"}},{\"../../components/color/attributes\":591,\"../../lib/extend\":708,\"../../plot_api/edit_types\":748,\"../cartesian/layout_attributes\":777,\"../domain\":790}],844:[function(t,e,r){\"use 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n=t(\"d3\"),a=t(\"tinycolor2\"),i=t(\"../../registry\"),o=t(\"../../lib\"),s=o._,l=t(\"../../components/color\"),c=t(\"../../components/drawing\"),u=t(\"../cartesian/set_convert\"),h=t(\"../../lib/extend\").extendFlat,f=t(\"../plots\"),p=t(\"../cartesian/axes\"),d=t(\"../../components/dragelement\"),g=t(\"../../components/fx\"),v=t(\"../../components/titles\"),m=t(\"../cartesian/select\").prepSelect,y=t(\"../cartesian/select\").selectOnClick,x=t(\"../cartesian/select\").clearSelect,b=t(\"../cartesian/constants\");function _(t,e){this.id=t.id,this.graphDiv=t.graphDiv,this.init(e),this.makeFramework(e),this.aTickLayout=null,this.bTickLayout=null,this.cTickLayout=null}e.exports=_;var w=_.prototype;w.init=function(t){this.container=t._ternarylayer,this.defs=t._defs,this.layoutId=t._uid,this.traceHash={},this.layers={}},w.plot=function(t,e){var r=e[this.id],n=e._size;this._hasClipOnAxisFalse=!1;for(var a=0;a<t.length;a++){if(!1===t[a][0].trace.cliponaxis){this._hasClipOnAxisFalse=!0;break}}this.updateLayers(r),this.adjustLayout(r,n),f.generalUpdatePerTraceModule(this.graphDiv,this,t,r),this.layers.plotbg.select(\"path\").call(l.fill,r.bgcolor)},w.makeFramework=function(t){var e=this.graphDiv,r=t[this.id],n=this.clipId=\"clip\"+this.layoutId+this.id,a=this.clipIdRelative=\"clip-relative\"+this.layoutId+this.id;this.clipDef=o.ensureSingleById(t._clips,\"clipPath\",n,function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")}),this.clipDefRelative=o.ensureSingleById(t._clips,\"clipPath\",a,function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")}),this.plotContainer=o.ensureSingle(this.container,\"g\",this.id),this.updateLayers(r),c.setClipUrl(this.layers.backplot,n,e),c.setClipUrl(this.layers.grids,n,e)},w.updateLayers=function(t){var e=this.layers,r=[\"draglayer\",\"plotbg\",\"backplot\",\"grids\"];\"below traces\"===t.aaxis.layer&&r.push(\"aaxis\",\"aline\"),\"below 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r,n,a,i,o,s,f=this,p=t.domain,d=(p.x[0]+p.x[1])/2,g=(p.y[0]+p.y[1])/2,v=p.x[1]-p.x[0],m=p.y[1]-p.y[0],y=v*e.w,x=m*e.h,b=t.sum,_=t.aaxis.min,w=t.baxis.min,T=t.caxis.min;y>k*x?a=(i=x)*k:i=(a=y)/k,o=v*a/y,s=m*i/x,r=e.l+e.w*d-a/2,n=e.t+e.h*(1-g)-i/2,f.x0=r,f.y0=n,f.w=a,f.h=i,f.sum=b,f.xaxis={type:\"linear\",range:[_+2*T-b,b-_-2*w],domain:[d-o/2,d+o/2],_id:\"x\"},u(f.xaxis,f.graphDiv._fullLayout),f.xaxis.setScale(),f.xaxis.isPtWithinRange=function(t){return t.a>=f.aaxis.range[0]&&t.a<=f.aaxis.range[1]&&t.b>=f.baxis.range[1]&&t.b<=f.baxis.range[0]&&t.c>=f.caxis.range[1]&&t.c<=f.caxis.range[0]},f.yaxis={type:\"linear\",range:[_,b-w-T],domain:[g-s/2,g+s/2],_id:\"y\"},u(f.yaxis,f.graphDiv._fullLayout),f.yaxis.setScale(),f.yaxis.isPtWithinRange=function(){return!0};var M=f.yaxis.domain[0],A=f.aaxis=h({},t.aaxis,{range:[_,b-w-T],side:\"left\",tickangle:(+t.aaxis.tickangle||0)-30,domain:[M,M+s*k],anchor:\"free\",position:0,_id:\"y\",_length:a});u(A,f.graphDiv._fullLayout),A.setScale();var 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T=b.MINZOOM/2+.87,M=\"m-0.87,.5h\"+T+\"v3h-\"+(T+5.2)+\"l\"+(T/2+2.6)+\",-\"+(.87*T+4.5)+\"l2.6,1.5l-\"+T/2+\",\"+.87*T+\"Z\",A=\"m0.87,.5h-\"+T+\"v3h\"+(T+5.2)+\"l-\"+(T/2+2.6)+\",-\"+(.87*T+4.5)+\"l-2.6,1.5l\"+T/2+\",\"+.87*T+\"Z\",S=\"m0,1l\"+T/2+\",\"+.87*T+\"l2.6,-1.5l-\"+(T/2+2.6)+\",-\"+(.87*T+4.5)+\"l-\"+(T/2+2.6)+\",\"+(.87*T+4.5)+\"l2.6,1.5l\"+T/2+\",-\"+.87*T+\"Z\",E=\"m0.5,0.5h5v-2h-5v-5h-2v5h-5v2h5v5h2Z\",L=!0;function C(t){n.select(t).selectAll(\".zoombox,.js-zoombox-backdrop,.js-zoombox-menu,.zoombox-corners\").remove()}w.initInteractions=function(){var t,e,r,n,u,h,f,p,v,_,w=this,T=w.layers.plotbg.select(\"path\").node(),P=w.graphDiv,O=P._fullLayout._zoomlayer,z={element:T,gd:P,plotinfo:{id:w.id,xaxis:w.xaxis,yaxis:w.yaxis},subplot:w.id,prepFn:function(i,o,s){z.xaxes=[w.xaxis],z.yaxes=[w.yaxis];var c=P._fullLayout.dragmode;z.minDrag=\"lasso\"===c?1:void 0,\"zoom\"===c?(z.moveFn=N,z.clickFn=D,z.doneFn=j,function(i,o,s){var 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n=t(\"../choropleth/attributes\"),a=t(\"../../components/colorscale/attributes\"),i=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../../plots/attributes\"),s=t(\"../../lib/extend\").extendFlat;e.exports=s({locations:{valType:\"data_array\",editType:\"calc\"},z:{valType:\"data_array\",editType:\"calc\"},geojson:{valType:\"any\",editType:\"calc\"},featureidkey:s({},n.featureidkey,{}),below:{valType:\"string\",editType:\"plot\"},text:n.text,hovertext:n.hovertext,marker:{line:{color:s({},n.marker.line.color,{editType:\"plot\"}),width:s({},n.marker.line.width,{editType:\"plot\"}),editType:\"calc\"},opacity:s({},n.marker.opacity,{editType:\"plot\"}),editType:\"calc\"},selected:{marker:{opacity:s({},n.selected.marker.opacity,{editType:\"plot\"}),editType:\"plot\"},editType:\"plot\"},unselected:{marker:{opacity:s({},n.unselected.marker.opacity,{editType:\"plot\"}),editType:\"plot\"},editType:\"plot\"},hoverinfo:n.hoverinfo,hovertemplate:i({},{keys:[\"properties\"]}),showlegend:s({},o.showlegend,{dflt:!1})},a(\"\",{cLetter:\"z\",editTypeOverride:\"calc\"}))},{\"../../components/colorscale/attributes\":599,\"../../lib/extend\":708,\"../../plots/attributes\":762,\"../../plots/template_attributes\":841,\"../choropleth/attributes\":924}],934:[function(t,e,r){\"use 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n=t(\"../pie/attributes\"),a=t(\"../../plots/attributes\"),i=t(\"../../plots/domain\").attributes,o=t(\"../../plots/template_attributes\").hovertemplateAttrs,s=t(\"../../plots/template_attributes\").texttemplateAttrs,l=t(\"../../lib/extend\").extendFlat;e.exports={labels:n.labels,label0:n.label0,dlabel:n.dlabel,values:n.values,marker:{colors:n.marker.colors,line:{color:l({},n.marker.line.color,{dflt:null}),width:l({},n.marker.line.width,{dflt:1}),editType:\"calc\"},editType:\"calc\"},text:n.text,hovertext:n.hovertext,scalegroup:l({},n.scalegroup,{}),textinfo:l({},n.textinfo,{flags:[\"label\",\"text\",\"value\",\"percent\"]}),texttemplate:s({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"text\",\"percent\"]}),hoverinfo:l({},a.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:o({},{keys:[\"label\",\"color\",\"value\",\"text\",\"percent\"]}),textposition:l({},n.textposition,{values:[\"inside\",\"none\"],dflt:\"inside\"}),textfont:n.textfont,insidetextfont:n.insidetextfont,title:{text:n.title.text,font:n.title.font,position:l({},n.title.position,{values:[\"top 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e.visible=!1}},{\"../../lib\":717,\"../../plots/domain\":790,\"../bar/defaults\":860,\"../pie/defaults\":1097,\"./attributes\":991}],995:[function(t,e,r){\"use strict\";e.exports={moduleType:\"trace\",name:\"funnelarea\",basePlotModule:t(\"./base_plot\"),categories:[\"pie-like\",\"funnelarea\",\"showLegend\"],attributes:t(\"./attributes\"),layoutAttributes:t(\"./layout_attributes\"),supplyDefaults:t(\"./defaults\"),supplyLayoutDefaults:t(\"./layout_defaults\"),calc:t(\"./calc\").calc,crossTraceCalc:t(\"./calc\").crossTraceCalc,plot:t(\"./plot\"),style:t(\"./style\"),styleOne:t(\"../pie/style_one\"),meta:{}}},{\"../pie/style_one\":1105,\"./attributes\":991,\"./base_plot\":992,\"./calc\":993,\"./defaults\":994,\"./layout_attributes\":996,\"./layout_defaults\":997,\"./plot\":998,\"./style\":999}],996:[function(t,e,r){\"use strict\";var n=t(\"../pie/layout_attributes\").hiddenlabels;e.exports={hiddenlabels:n,funnelareacolorway:{valType:\"colorlist\",editType:\"calc\"},extendfunnelareacolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},{\"../pie/layout_attributes\":1101}],997:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"./layout_attributes\");e.exports=function(t,e){function r(r,i){return n.coerce(t,e,a,r,i)}r(\"hiddenlabels\"),r(\"funnelareacolorway\",e.colorway),r(\"extendfunnelareacolors\")}},{\"../../lib\":717,\"./layout_attributes\":996}],998:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../components/drawing\"),i=t(\"../../lib\"),o=t(\"../../lib/svg_text_utils\"),s=t(\"../bar/plot\").toMoveInsideBar,l=t(\"../bar/uniform_text\"),c=l.recordMinTextSize,u=l.clearMinTextSize,h=t(\"../pie/helpers\"),f=t(\"../pie/plot\"),p=f.attachFxHandlers,d=f.determineInsideTextFont,g=f.layoutAreas,v=f.prerenderTitles,m=f.positionTitleOutside,y=f.formatSliceLabel;function 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M=p[T+=1][0],A=p[T][1];f.TL=[-M,A],f.TR=[M,A],f.BL=w,f.BR=k,f.pxmid=(S=f.TR,E=f.BR,[.5*(S[0]+E[0]),.5*(S[1]+E[1])]),w=f.TL,k=f.TR}var S,E}(e),l.each(function(){var l=n.select(this).selectAll(\"g.slice\").data(e);l.enter().append(\"g\").classed(\"slice\",!0),l.exit().remove(),l.each(function(l,g){if(l.hidden)n.select(this).selectAll(\"path,g\").remove();else{l.pointNumber=l.i,l.curveNumber=f.index;var v=u.cx,m=u.cy,b=n.select(this),_=b.selectAll(\"path.surface\").data([l]);_.enter().append(\"path\").classed(\"surface\",!0).style({\"pointer-events\":\"all\"}),b.call(p,t,e);var w=\"M\"+(v+l.TR[0])+\",\"+(m+l.TR[1])+x(l.TR,l.BR)+x(l.BR,l.BL)+x(l.BL,l.TL)+\"Z\";_.attr(\"d\",w),y(t,l,u);var k=h.castOption(f.textposition,l.pts),T=b.selectAll(\"g.slicetext\").data(l.text&&\"none\"!==k?[0]:[]);T.enter().append(\"g\").classed(\"slicetext\",!0),T.exit().remove(),T.each(function(){var u=i.ensureSingle(n.select(this),\"text\",\"\",function(t){t.attr(\"data-notex\",1)}),h=i.ensureUniformFontSize(t,d(f,l,r.font));u.text(l.text).attr({class:\"slicetext\",transform:\"\",\"text-anchor\":\"middle\"}).call(a.font,h).call(o.convertToTspans,t);var p,y,x,b=a.bBox(u.node()),_=Math.min(l.BL[1],l.BR[1])+m,w=Math.max(l.TL[1],l.TR[1])+m;y=Math.max(l.TL[0],l.BL[0])+v,x=Math.min(l.TR[0],l.BR[0])+v,(p=s(y,x,_,w,b,{isHorizontal:!0,constrained:!0,angle:0,anchor:\"middle\"})).fontSize=h.size,c(f.type,p,r),e[g].transform=p,u.attr(\"transform\",i.getTextTransform(p))})}});var g=n.select(this).selectAll(\"g.titletext\").data(f.title.text?[0]:[]);g.enter().append(\"g\").classed(\"titletext\",!0),g.exit().remove(),g.each(function(){var e=i.ensureSingle(n.select(this),\"text\",\"\",function(t){t.attr(\"data-notex\",1)}),s=f.title.text;f._meta&&(s=i.templateString(s,f._meta)),e.text(s).attr({class:\"titletext\",transform:\"\",\"text-anchor\":\"middle\"}).call(a.font,f.title.font).call(o.convertToTspans,t);var l=m(u,r._size);e.attr(\"transform\",\"translate(\"+l.x+\",\"+l.y+\")\"+(l.scale<1?\"scale(\"+l.scale+\")\":\"\")+\"translate(\"+l.tx+\",\"+l.ty+\")\")})})})}},{\"../../components/drawing\":613,\"../../lib\":717,\"../../lib/svg_text_utils\":741,\"../bar/plot\":867,\"../bar/uniform_text\":872,\"../pie/helpers\":1099,\"../pie/plot\":1103,d3:165}],999:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../pie/style_one\"),i=t(\"../bar/uniform_text\").resizeText;e.exports=function(t){var e=t._fullLayout._funnelarealayer.selectAll(\".trace\");i(t,e,\"funnelarea\"),e.each(function(t){var 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n=t(\"../scatter/attributes\"),a=t(\"../../plots/attributes\"),i=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../../components/colorscale/attributes\"),s=(t(\"../../constants/docs\").FORMAT_LINK,t(\"../../lib/extend\").extendFlat);e.exports=s({z:{valType:\"data_array\",editType:\"calc\"},x:s({},n.x,{impliedEdits:{xtype:\"array\"}}),x0:s({},n.x0,{impliedEdits:{xtype:\"scaled\"}}),dx:s({},n.dx,{impliedEdits:{xtype:\"scaled\"}}),y:s({},n.y,{impliedEdits:{ytype:\"array\"}}),y0:s({},n.y0,{impliedEdits:{ytype:\"scaled\"}}),dy:s({},n.dy,{impliedEdits:{ytype:\"scaled\"}}),text:{valType:\"data_array\",editType:\"calc\"},hovertext:{valType:\"data_array\",editType:\"calc\"},transpose:{valType:\"boolean\",dflt:!1,editType:\"calc\"},xtype:{valType:\"enumerated\",values:[\"array\",\"scaled\"],editType:\"calc+clearAxisTypes\"},ytype:{valType:\"enumerated\",values:[\"array\",\"scaled\"],editType:\"calc+clearAxisTypes\"},zsmooth:{valType:\"enumerated\",values:[\"fast\",\"best\",!1],dflt:!1,editType:\"calc\"},hoverongaps:{valType:\"boolean\",dflt:!0,editType:\"none\"},connectgaps:{valType:\"boolean\",editType:\"calc\"},xgap:{valType:\"number\",dflt:0,min:0,editType:\"plot\"},ygap:{valType:\"number\",dflt:0,min:0,editType:\"plot\"},zhoverformat:{valType:\"string\",dflt:\"\",editType:\"none\"},hovertemplate:i(),showlegend:s({},a.showlegend,{dflt:!1})},{transforms:void 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h,M,A,S,E,L=e[0].trace,C=n.select(this),P=L._hasGauge,O=L._isAngular,z=L._isBullet,I=L.domain,D={w:p._size.w*(I.x[1]-I.x[0]),h:p._size.h*(I.y[1]-I.y[0]),l:p._size.l+p._size.w*I.x[0],r:p._size.r+p._size.w*(1-I.x[1]),t:p._size.t+p._size.h*(1-I.y[1]),b:p._size.b+p._size.h*I.y[0]},R=D.l+D.w/2,F=D.t+D.h/2,B=Math.min(D.w/2,D.h),N=l.innerRadius*B,j=L.align||\"center\";if(M=F,P){if(O&&(h=R,M=F+B/2,A=function(t){return e=t,r=.9*N,n=Math.sqrt(e.width/2*(e.width/2)+e.height*e.height),[r/n,e,r];var e,r,n}),z){var V=l.bulletPadding,U=1-l.bulletNumberDomainSize+V;h=D.l+(U+(1-U)*v[j])*D.w,A=function(t){return w(t,(l.bulletNumberDomainSize-V)*D.w,D.h)}}}else h=D.l+v[j]*D.w,A=function(t){return w(t,D.w,D.h)};!function(t,e,r,i){var o,l,h,f=r[0].trace,p=i.numbersX,x=i.numbersY,w=f.align||\"center\",M=g[w],A=i.transitionOpts,S=i.onComplete,E=a.ensureSingle(e,\"g\",\"numbers\"),L=[];f._hasNumber&&L.push(\"number\");f._hasDelta&&(L.push(\"delta\"),\"left\"===f.delta.position&&L.reverse());var C=E.selectAll(\"text\").data(L);function P(e,r,n,a){if(!e.match(\"s\")||n>=0==a>=0||r(n).slice(-1).match(m)||r(a).slice(-1).match(m))return r;var i=e.slice().replace(\"s\",\"f\").replace(/\\d+/,function(t){return parseInt(t)-1}),o=b(t,{tickformat:i});return function(t){return Math.abs(t)<1?u.tickText(o,t).text:r(t)}}C.enter().append(\"text\"),C.attr(\"text-anchor\",function(){return M}).attr(\"class\",function(t){return t}).attr(\"x\",null).attr(\"y\",null).attr(\"dx\",null).attr(\"dy\",null),C.exit().remove();var O,z=f.mode+f.align;f._hasDelta&&(O=function(){var e=b(t,{tickformat:f.delta.valueformat},f._range);e.setScale(),u.prepTicks(e);var a=function(t){return u.tickText(e,t).text},i=function(t){var e=f.delta.relative?t.relativeDelta:t.delta;return e},o=function(t,e){return 0===t||\"number\"!=typeof t||isNaN(t)?\"-\":(t>0?f.delta.increasing.symbol:f.delta.decreasing.symbol)+e(t)},h=function(t){return t.delta>=0?f.delta.increasing.color:f.delta.decreasing.color};void 0===f._deltaLastValue&&(f._deltaLastValue=i(r[0]));var p=E.select(\"text.delta\");function g(){p.text(o(i(r[0]),a)).call(d.fill,h(r[0])).call(c.convertToTspans,t)}p.call(s.font,f.delta.font).call(d.fill,h({delta:f._deltaLastValue})),y(A)?p.transition().duration(A.duration).ease(A.easing).tween(\"text\",function(){var t=n.select(this),e=i(r[0]),s=f._deltaLastValue,l=P(f.delta.valueformat,a,s,e),c=n.interpolateNumber(s,e);return f._deltaLastValue=e,function(e){t.text(o(c(e),l)),t.call(d.fill,h({delta:c(e)}))}}).each(\"end\",function(){g(),S&&S()}).each(\"interrupt\",function(){g(),S&&S()}):g();return l=k(o(i(r[0]),a),f.delta.font,M,t),p}(),z+=f.delta.position+f.delta.font.size+f.delta.font.family+f.delta.valueformat,z+=f.delta.increasing.symbol+f.delta.decreasing.symbol,h=l);f._hasNumber&&(!function(){var e=b(t,{tickformat:f.number.valueformat},f._range);e.setScale(),u.prepTicks(e);var a=function(t){return u.tickText(e,t).text},i=f.number.suffix,l=f.number.prefix,h=E.select(\"text.number\");function p(){var e=\"number\"==typeof r[0].y?l+a(r[0].y)+i:\"-\";h.text(e).call(s.font,f.number.font).call(c.convertToTspans,t)}y(A)?h.transition().duration(A.duration).ease(A.easing).each(\"end\",function(){p(),S&&S()}).each(\"interrupt\",function(){p(),S&&S()}).attrTween(\"text\",function(){var t=n.select(this),e=n.interpolateNumber(r[0].lastY,r[0].y);f._lastValue=r[0].y;var o=P(f.number.valueformat,a,r[0].lastY,r[0].y);return function(r){t.text(l+o(e(r))+i)}}):p();o=k(l+a(r[0].y)+i,f.number.font,M,t)}(),z+=f.number.font.size+f.number.font.family+f.number.valueformat+f.number.suffix+f.number.prefix,h=o);if(f._hasDelta&&f._hasNumber){var I,D,R=[(o.left+o.right)/2,(o.top+o.bottom)/2],F=[(l.left+l.right)/2,(l.top+l.bottom)/2],B=.75*f.delta.font.size;\"left\"===f.delta.position&&(I=T(f,\"deltaPos\",0,-1*(o.width*v[f.align]+l.width*(1-v[f.align])+B),z,Math.min),D=R[1]-F[1],h={width:o.width+l.width+B,height:Math.max(o.height,l.height),left:l.left+I,right:o.right,top:Math.min(o.top,l.top+D),bottom:Math.max(o.bottom,l.bottom+D)}),\"right\"===f.delta.position&&(I=T(f,\"deltaPos\",0,o.width*(1-v[f.align])+l.width*v[f.align]+B,z,Math.max),D=R[1]-F[1],h={width:o.width+l.width+B,height:Math.max(o.height,l.height),left:o.left,right:l.right+I,top:Math.min(o.top,l.top+D),bottom:Math.max(o.bottom,l.bottom+D)}),\"bottom\"===f.delta.position&&(I=null,D=l.height,h={width:Math.max(o.width,l.width),height:o.height+l.height,left:Math.min(o.left,l.left),right:Math.max(o.right,l.right),top:o.bottom-o.height,bottom:o.bottom+l.height}),\"top\"===f.delta.position&&(I=null,D=o.top,h={width:Math.max(o.width,l.width),height:o.height+l.height,left:Math.min(o.left,l.left),right:Math.max(o.right,l.right),top:o.bottom-o.height-l.height,bottom:o.bottom}),O.attr({dx:I,dy:D})}(f._hasNumber||f._hasDelta)&&E.attr(\"transform\",function(){var t=i.numbersScaler(h);z+=t[2];var e,r=T(f,\"numbersScale\",1,t[0],z,Math.min);f._scaleNumbers||(r=1),e=f._isAngular?x-r*h.bottom:x-r*(h.top+h.bottom)/2,f._numbersTop=r*h.top+e;var n=h[w];\"center\"===w&&(n=(h.left+h.right)/2);var a=p-r*n;return _(a=T(f,\"numbersTranslate\",0,a,z,Math.max),e)+\" scale(\"+r+\")\"})}(t,C,e,{numbersX:h,numbersY:M,numbersScaler:A,transitionOpts:r,onComplete:f}),P&&(S={range:L.gauge.axis.range,color:L.gauge.bgcolor,line:{color:L.gauge.bordercolor,width:0},thickness:1},E={range:L.gauge.axis.range,color:\"rgba(0, 0, 0, 0)\",line:{color:L.gauge.bordercolor,width:L.gauge.borderwidth},thickness:1});var q=C.selectAll(\"g.angular\").data(O?e:[]);q.exit().remove();var H=C.selectAll(\"g.angularaxis\").data(O?e:[]);H.exit().remove(),O&&function(t,e,r,a){var s,l,c,h,f=r[0].trace,p=a.size,d=a.radius,g=a.innerRadius,v=a.gaugeBg,m=a.gaugeOutline,w=[p.l+p.w/2,p.t+p.h/2+d/2],k=a.gauge,T=a.layer,M=a.transitionOpts,A=a.onComplete,S=Math.PI/2;function E(t){var e=f.gauge.axis.range[0],r=f.gauge.axis.range[1],n=(t-e)/(r-e)*Math.PI-S;return n<-S?-S:n>S?S:n}function L(t){return n.svg.arc().innerRadius((g+d)/2-t/2*(d-g)).outerRadius((g+d)/2+t/2*(d-g)).startAngle(-S)}function C(t){t.attr(\"d\",function(t){return L(t.thickness).startAngle(E(t.range[0])).endAngle(E(t.range[1]))()})}k.enter().append(\"g\").classed(\"angular\",!0),k.attr(\"transform\",_(w[0],w[1])),T.enter().append(\"g\").classed(\"angularaxis\",!0).classed(\"crisp\",!0),T.selectAll(\"g.xangularaxistick,path,text\").remove(),(s=b(t,f.gauge.axis)).type=\"linear\",s.range=f.gauge.axis.range,s._id=\"xangularaxis\",s.setScale();var P=function(t){return(s.range[0]-t.x)/(s.range[1]-s.range[0])*Math.PI+Math.PI},O={},z=u.makeLabelFns(s,0).labelStandoff;O.xFn=function(t){var e=P(t);return Math.cos(e)*z},O.yFn=function(t){var e=P(t),r=Math.sin(e)>0?.2:1;return-Math.sin(e)*(z+t.fontSize*r)+Math.abs(Math.cos(e))*(t.fontSize*o)},O.anchorFn=function(t){var e=P(t),r=Math.cos(e);return 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j=N.select(\"path\");y(M)?(j.transition().duration(M.duration).ease(M.easing).each(\"end\",function(){A&&A()}).each(\"interrupt\",function(){A&&A()}).attrTween(\"d\",(V=B,U=E(r[0].lastY),q=E(r[0].y),function(){var t=n.interpolate(U,q);return function(e){return V.endAngle(t(e))()}})),f._lastValue=r[0].y):j.attr(\"d\",\"number\"==typeof r[0].y?B.endAngle(E(r[0].y)):\"M0,0Z\");var V,U,q;j.call(x),N.exit().remove(),R=[];var H=f.gauge.threshold.value;H&&R.push({range:[H,H],color:f.gauge.threshold.color,line:{color:f.gauge.threshold.line.color,width:f.gauge.threshold.line.width},thickness:f.gauge.threshold.thickness});var G=k.selectAll(\"g.threshold-arc\").data(R);G.enter().append(\"g\").classed(\"threshold-arc\",!0).append(\"path\"),G.select(\"path\").call(C).call(x),G.exit().remove();var Y=k.selectAll(\"g.gauge-outline\").data([m]);Y.enter().append(\"g\").classed(\"gauge-outline\",!0).append(\"path\"),Y.select(\"path\").call(C).call(x),Y.exit().remove()}(t,0,e,{radius:B,innerRadius:N,gauge:q,layer:H,size:D,gaugeBg:S,gaugeOutline:E,transitionOpts:r,onComplete:f});var G=C.selectAll(\"g.bullet\").data(z?e:[]);G.exit().remove();var Y=C.selectAll(\"g.bulletaxis\").data(z?e:[]);Y.exit().remove(),z&&function(t,e,r,n){var a,i,o,s,c,h=r[0].trace,f=n.gauge,p=n.layer,g=n.gaugeBg,v=n.gaugeOutline,m=n.size,_=h.domain,w=n.transitionOpts,k=n.onComplete;f.enter().append(\"g\").classed(\"bullet\",!0),f.attr(\"transform\",\"translate(\"+m.l+\", \"+m.t+\")\"),p.enter().append(\"g\").classed(\"bulletaxis\",!0).classed(\"crisp\",!0),p.selectAll(\"g.xbulletaxistick,path,text\").remove();var T=m.h,M=h.gauge.bar.thickness*T,A=_.x[0],S=_.x[0]+(_.x[1]-_.x[0])*(h._hasNumber||h._hasDelta?1-l.bulletNumberDomainSize:1);(a=b(t,h.gauge.axis))._id=\"xbulletaxis\",a.domain=[A,S],a.setScale(),i=u.calcTicks(a),o=u.makeTransFn(a),s=u.getTickSigns(a)[2],c=m.t+m.h,a.visible&&(u.drawTicks(t,a,{vals:\"inside\"===a.ticks?u.clipEnds(a,i):i,layer:p,path:u.makeTickPath(a,c,s),transFn:o}),u.drawLabels(t,a,{vals:i,layer:p,transFn:o,labelFns:u.makeLabelFns(a,c)}));function E(t){t.attr(\"width\",function(t){return Math.max(0,a.c2p(t.range[1])-a.c2p(t.range[0]))}).attr(\"x\",function(t){return a.c2p(t.range[0])}).attr(\"y\",function(t){return.5*(1-t.thickness)*T}).attr(\"height\",function(t){return t.thickness*T})}var L=[g].concat(h.gauge.steps),C=f.selectAll(\"g.bg-bullet\").data(L);C.enter().append(\"g\").classed(\"bg-bullet\",!0).append(\"rect\"),C.select(\"rect\").call(E).call(x),C.exit().remove();var P=f.selectAll(\"g.value-bullet\").data([h.gauge.bar]);P.enter().append(\"g\").classed(\"value-bullet\",!0).append(\"rect\"),P.select(\"rect\").attr(\"height\",M).attr(\"y\",(T-M)/2).call(x),y(w)?P.select(\"rect\").transition().duration(w.duration).ease(w.easing).each(\"end\",function(){k&&k()}).each(\"interrupt\",function(){k&&k()}).attr(\"width\",Math.max(0,a.c2p(Math.min(h.gauge.axis.range[1],r[0].y)))):P.select(\"rect\").attr(\"width\",\"number\"==typeof r[0].y?Math.max(0,a.c2p(Math.min(h.gauge.axis.range[1],r[0].y))):0);P.exit().remove();var O=r.filter(function(){return h.gauge.threshold.value}),z=f.selectAll(\"g.threshold-bullet\").data(O);z.enter().append(\"g\").classed(\"threshold-bullet\",!0).append(\"line\"),z.select(\"line\").attr(\"x1\",a.c2p(h.gauge.threshold.value)).attr(\"x2\",a.c2p(h.gauge.threshold.value)).attr(\"y1\",(1-h.gauge.threshold.thickness)/2*T).attr(\"y2\",(1-(1-h.gauge.threshold.thickness)/2)*T).call(d.stroke,h.gauge.threshold.line.color).style(\"stroke-width\",h.gauge.threshold.line.width),z.exit().remove();var I=f.selectAll(\"g.gauge-outline\").data([v]);I.enter().append(\"g\").classed(\"gauge-outline\",!0).append(\"rect\"),I.select(\"rect\").call(E).call(x),I.exit().remove()}(t,0,e,{gauge:G,layer:Y,size:D,gaugeBg:S,gaugeOutline:E,transitionOpts:r,onComplete:f});var W=C.selectAll(\"text.title\").data(e);W.exit().remove(),W.enter().append(\"text\").classed(\"title\",!0),W.attr(\"text-anchor\",function(){return z?g.right:g[L.title.align]}).text(L.title.text).call(s.font,L.title.font).call(c.convertToTspans,t),W.attr(\"transform\",function(){var t,e=D.l+D.w*v[L.title.align],r=l.titlePadding,n=s.bBox(W.node());if(P){if(O)if(L.gauge.axis.visible)t=s.bBox(H.node()).top-r-n.bottom;else t=D.t+D.h/2-B/2-n.bottom-r;z&&(t=M-(n.top+n.bottom)/2,e=D.l-l.bulletPadding*D.w)}else t=L._numbersTop-r-n.bottom;return _(e,t)})})}},{\"../../components/color\":592,\"../../components/drawing\":613,\"../../constants/alignment\":686,\"../../lib\":717,\"../../lib/svg_text_utils\":741,\"../../plots/cartesian/axes\":765,\"../../plots/cartesian/axis_defaults\":767,\"../../plots/cartesian/layout_attributes\":777,\"../../plots/cartesian/position_defaults\":780,\"./constants\":1052,d3:165}],1056:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/attributes\"),a=t(\"../../plots/template_attributes\").hovertemplateAttrs,i=t(\"../mesh3d/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/edit_types\").overrideAll;var c=e.exports=l(s({x:{valType:\"data_array\"},y:{valType:\"data_array\"},z:{valType:\"data_array\"},value:{valType:\"data_array\"},isomin:{valType:\"number\"},isomax:{valType:\"number\"},surface:{show:{valType:\"boolean\",dflt:!0},count:{valType:\"integer\",dflt:2,min:1},fill:{valType:\"number\",min:0,max:1,dflt:1},pattern:{valType:\"flaglist\",flags:[\"A\",\"B\",\"C\",\"D\",\"E\"],extras:[\"all\",\"odd\",\"even\"],dflt:\"all\"}},spaceframe:{show:{valType:\"boolean\",dflt:!1},fill:{valType:\"number\",min:0,max:1,dflt:.15}},slices:{x:{show:{valType:\"boolean\",dflt:!1},locations:{valType:\"data_array\",dflt:[]},fill:{valType:\"number\",min:0,max:1,dflt:1}},y:{show:{valType:\"boolean\",dflt:!1},locations:{valType:\"data_array\",dflt:[]},fill:{valType:\"number\",min:0,max:1,dflt:1}},z:{show:{valType:\"boolean\",dflt:!1},locations:{valType:\"data_array\",dflt:[]},fill:{valType:\"number\",min:0,max:1,dflt:1}}},caps:{x:{show:{valType:\"boolean\",dflt:!0},fill:{valType:\"number\",min:0,max:1,dflt:1}},y:{show:{valType:\"boolean\",dflt:!0},fill:{valType:\"number\",min:0,max:1,dflt:1}},z:{show:{valType:\"boolean\",dflt:!0},fill:{valType:\"number\",min:0,max:1,dflt:1}}},text:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertemplate:a(),showlegend:s({},o.showlegend,{dflt:!1})},n(\"\",{colorAttr:\"`value`\",showScaleDflt:!0,editTypeOverride:\"calc\"}),{opacity:i.opacity,lightposition:i.lightposition,lighting:i.lighting,flatshading:i.flatshading,contour:i.contour,hoverinfo:s({},o.hoverinfo)}),\"calc\",\"nested\");c.flatshading.dflt=!0,c.lighting.facenormalsepsilon.dflt=0,c.x.editType=c.y.editType=c.z.editType=c.value.editType=\"calc+clearAxisTypes\",c.transforms=void 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s=o[0];a(t,s,r,i)}},r.clean=function(t,e,r,n){var a=n._has&&n._has(\"parcats\"),i=e._has&&e._has(\"parcats\");a&&!i&&n._paperdiv.selectAll(\".parcats\").remove()}},{\"../../plots/get_data\":800,\"./plot\":1081}],1077:[function(t,e,r){\"use strict\";var n=t(\"../../lib/gup\").wrap,a=t(\"../../components/colorscale/helpers\").hasColorscale,i=t(\"../../components/colorscale/calc\"),o=t(\"../../lib/filter_unique.js\"),s=t(\"../../components/drawing\"),l=t(\"../../lib\");function c(t,e,r){t.valueInds.push(e),t.count+=r}function u(t,e,r){return{categoryInds:t,color:e,rawColor:r,valueInds:[],count:0}}function h(t,e,r){t.valueInds.push(e),t.count+=r}e.exports=function(t,e){var r=l.filterVisible(e.dimensions);if(0===r.length)return[];var f,p,d,g=r.map(function(t){var e;return\"trace\"===t.categoryorder?e=null:\"array\"===t.categoryorder?e=t.categoryarray:(e=o(t.values).sort(),\"category descending\"===t.categoryorder&&(e=e.reverse())),function(t,e){e=null==e?[]:e.map(function(t){return t});var r={},n={},a=[];e.forEach(function(t,e){r[t]=0,n[t]=e});for(var i=0;i<t.length;i++){var o,s=t[i];void 0===r[s]?(r[s]=1,o=e.push(s)-1,n[s]=o):(r[s]++,o=n[s]),a.push(o)}var l=e.map(function(t){return r[t]});return{uniqueValues:e,uniqueCounts:l,inds:a}}(t.values,e)});f=l.isArrayOrTypedArray(e.counts)?e.counts:[e.counts],function(t){var e;if(function(t){for(var e=new Array(t.length),r=0;r<t.length;r++){if(t[r]<0||t[r]>=t.length)return!1;if(void 0!==e[t[r]])return!1;e[t[r]]=!0}return!0}(t.map(function(t){return t.displayindex})))for(e=0;e<t.length;e++)t[e]._displayindex=t[e].displayindex;else for(e=0;e<t.length;e++)t[e]._displayindex=e}(r),r.forEach(function(t,e){!function(t,e){t._categoryarray=e.uniqueValues,null===t.ticktext||void 0===t.ticktext?t._ticktext=[]:t._ticktext=t.ticktext.slice();for(var r=t._ticktext.length;r<e.uniqueValues.length;r++)t._ticktext.push(e.uniqueValues[r])}(t,g[e])});var v,m=e.line;m?(a(e,\"line\")&&i(t,e,{vals:e.line.color,containerStr:\"line\",cLetter:\"c\"}),v=s.tryColorscale(m)):v=l.identity;var y,x,b,_,w,k=r[0].values.length,T={},M=g.map(function(t){return t.inds});for(d=0,y=0;y<k;y++){var A=[];for(x=0;x<M.length;x++)A.push(M[x][y]);p=f[y%f.length],d+=p;var S=(b=y,_=void 0,w=void 0,l.isArrayOrTypedArray(m.color)?w=_=m.color[b%m.color.length]:_=m.color,{color:v(_),rawColor:w}),E=A+\"-\"+S.rawColor;void 0===T[E]&&(T[E]=u(A,S.color,S.rawColor)),h(T[E],y,p)}var L,C=r.map(function(t,e){return r=e,n=t._index,a=t._displayindex,i=t.label,{dimensionInd:r,containerInd:n,displayInd:a,dimensionLabel:i,count:d,categories:[],dragX:null};var r,n,a,i});for(y=0;y<k;y++)for(p=f[y%f.length],x=0;x<C.length;x++){var P=C[x].containerInd,O=g[x].inds[y],z=C[x].categories;if(void 0===z[O]){var I=e.dimensions[P]._categoryarray[O],D=e.dimensions[P]._ticktext[O];z[O]={dimensionInd:x,categoryInd:L=O,categoryValue:I,displayInd:L,categoryLabel:D,valueInds:[],count:0,dragY:null}}c(z[O],y,p)}return n(function(t,e,r){var n=t.map(function(t){return t.categories.length}).reduce(function(t,e){return Math.max(t,e)});return{dimensions:t,paths:e,trace:void 0,maxCats:n,count:r}}(C,T,d))}},{\"../../components/colorscale/calc\":600,\"../../components/colorscale/helpers\":603,\"../../components/drawing\":613,\"../../lib\":717,\"../../lib/filter_unique.js\":709,\"../../lib/gup\":715}],1078:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../components/colorscale/helpers\").hasColorscale,i=t(\"../../components/colorscale/defaults\"),o=t(\"../../plots/domain\").defaults,s=t(\"../../plots/array_container_defaults\"),l=t(\"./attributes\"),c=t(\"../parcoords/merge_length\");function u(t,e){function r(r,a){return n.coerce(t,e,l.dimensions,r,a)}var a=r(\"values\"),i=r(\"visible\");if(a&&a.length||(i=e.visible=!1),i){r(\"label\"),r(\"displayindex\",e._index);var o,s=t.categoryarray,c=Array.isArray(s)&&s.length>0;c&&(o=\"array\");var u=r(\"categoryorder\",o);\"array\"===u?(r(\"categoryarray\"),r(\"ticktext\")):(delete t.categoryarray,delete t.ticktext),c||\"array\"!==u||(e.categoryorder=\"trace\")}}e.exports=function(t,e,r,h){function f(r,a){return n.coerce(t,e,l,r,a)}var p=s(t,e,{name:\"dimensions\",handleItemDefaults:u}),d=function(t,e,r,o,s){s(\"line.shape\"),s(\"line.hovertemplate\");var l=s(\"line.color\",o.colorway[0]);if(a(t,\"line\")&&n.isArrayOrTypedArray(l)){if(l.length)return s(\"line.colorscale\"),i(t,e,o,s,{prefix:\"line.\",cLetter:\"c\"}),l.length;e.line.color=r}return 1/0}(t,e,r,h,f);o(e,h,f),Array.isArray(p)&&p.length||(e.visible=!1),c(e,p,\"values\",d),f(\"hoveron\"),f(\"hovertemplate\"),f(\"arrangement\"),f(\"bundlecolors\"),f(\"sortpaths\"),f(\"counts\");var g={family:h.font.family,size:Math.round(h.font.size),color:h.font.color};n.coerceFont(f,\"labelfont\",g);var v={family:h.font.family,size:Math.round(h.font.size/1.2),color:h.font.color};n.coerceFont(f,\"tickfont\",v)}},{\"../../components/colorscale/defaults\":602,\"../../components/colorscale/helpers\":603,\"../../lib\":717,\"../../plots/array_container_defaults\":761,\"../../plots/domain\":790,\"../parcoords/merge_length\":1091,\"./attributes\":1075}],1079:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"./plot\"),colorbar:{container:\"line\",min:\"cmin\",max:\"cmax\"},moduleType:\"trace\",name:\"parcats\",basePlotModule:t(\"./base_plot\"),categories:[\"noOpacity\"],meta:{}}},{\"./attributes\":1075,\"./base_plot\":1076,\"./calc\":1077,\"./defaults\":1078,\"./plot\":1081}],1080:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../plot_api/plot_api\"),i=t(\"../../components/fx\"),o=t(\"../../lib\"),s=t(\"../../components/drawing\"),l=t(\"tinycolor2\"),c=t(\"../../lib/svg_text_utils\");function u(t,e,r,a){var i=t.map(function(t,e,r){var n,a=r[0],i=e.margin||{l:80,r:80,t:100,b:80},o=a.trace,s=o.domain,l=e.width,c=e.height,u=Math.floor(l*(s.x[1]-s.x[0])),h=Math.floor(c*(s.y[1]-s.y[0])),f=s.x[0]*l+i.l,p=e.height-s.y[1]*e.height+i.t,d=o.line.shape;n=\"all\"===o.hoverinfo?[\"count\",\"probability\"]:(o.hoverinfo||\"\").split(\"+\");var g={trace:o,key:o.uid,model:a,x:f,y:p,width:u,height:h,hoveron:o.hoveron,hoverinfoItems:n,arrangement:o.arrangement,bundlecolors:o.bundlecolors,sortpaths:o.sortpaths,labelfont:o.labelfont,categorylabelfont:o.tickfont,pathShape:d,dragDimension:null,margin:i,paths:[],dimensions:[],graphDiv:t,traceSelection:null,pathSelection:null,dimensionSelection:null};a.dimensions&&(F(g),R(g));return g}.bind(0,e,r)),l=a.selectAll(\"g.parcatslayer\").data([null]);l.enter().append(\"g\").attr(\"class\",\"parcatslayer\").style(\"pointer-events\",\"all\");var u=l.selectAll(\"g.trace.parcats\").data(i,h),v=u.enter().append(\"g\").attr(\"class\",\"trace parcats\");u.attr(\"transform\",function(t){return\"translate(\"+t.x+\", \"+t.y+\")\"}),v.append(\"g\").attr(\"class\",\"paths\");var m=u.select(\"g.paths\").selectAll(\"path.path\").data(function(t){return t.paths},h);m.attr(\"fill\",function(t){return t.model.color});var b=m.enter().append(\"path\").attr(\"class\",\"path\").attr(\"stroke-opacity\",0).attr(\"fill\",function(t){return t.model.color}).attr(\"fill-opacity\",0);x(b),m.attr(\"d\",function(t){return t.svgD}),b.empty()||m.sort(p),m.exit().remove(),m.on(\"mouseover\",d).on(\"mouseout\",g).on(\"click\",y),v.append(\"g\").attr(\"class\",\"dimensions\");var k=u.select(\"g.dimensions\").selectAll(\"g.dimension\").data(function(t){return t.dimensions},h);k.enter().append(\"g\").attr(\"class\",\"dimension\"),k.attr(\"transform\",function(t){return\"translate(\"+t.x+\", 0)\"}),k.exit().remove();var T=k.selectAll(\"g.category\").data(function(t){return t.categories},h),M=T.enter().append(\"g\").attr(\"class\",\"category\");T.attr(\"transform\",function(t){return\"translate(0, \"+t.y+\")\"}),M.append(\"rect\").attr(\"class\",\"catrect\").attr(\"pointer-events\",\"none\"),T.select(\"rect.catrect\").attr(\"fill\",\"none\").attr(\"width\",function(t){return t.width}).attr(\"height\",function(t){return t.height}),_(M);var A=T.selectAll(\"rect.bandrect\").data(function(t){return t.bands},h);A.each(function(){o.raiseToTop(this)}),A.attr(\"fill\",function(t){return t.color});var O=A.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"stroke-opacity\",0).attr(\"fill\",function(t){return t.color}).attr(\"fill-opacity\",0);A.attr(\"fill\",function(t){return t.color}).attr(\"width\",function(t){return t.width}).attr(\"height\",function(t){return t.height}).attr(\"y\",function(t){return t.y}).attr(\"cursor\",function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"perpendicular\"===t.parcatsViewModel.arrangement?\"ns-resize\":\"move\"}),w(O),A.exit().remove(),M.append(\"text\").attr(\"class\",\"catlabel\").attr(\"pointer-events\",\"none\");var z=e._fullLayout.paper_bgcolor;T.select(\"text.catlabel\").attr(\"text-anchor\",function(t){return f(t)?\"start\":\"end\"}).attr(\"alignment-baseline\",\"middle\").style(\"text-shadow\",z+\" -1px  1px 2px, \"+z+\" 1px  1px 2px, \"+z+\"  1px -1px 2px, \"+z+\" -1px -1px 2px\").style(\"fill\",\"rgb(0, 0, 0)\").attr(\"x\",function(t){return f(t)?t.width+5:-5}).attr(\"y\",function(t){return t.height/2}).text(function(t){return t.model.categoryLabel}).each(function(t){s.font(n.select(this),t.parcatsViewModel.categorylabelfont),c.convertToTspans(n.select(this),e)}),M.append(\"text\").attr(\"class\",\"dimlabel\"),T.select(\"text.dimlabel\").attr(\"text-anchor\",\"middle\").attr(\"alignment-baseline\",\"baseline\").attr(\"cursor\",function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"ew-resize\"}).attr(\"x\",function(t){return t.width/2}).attr(\"y\",-5).text(function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null}).each(function(t){s.font(n.select(this),t.parcatsViewModel.labelfont)}),T.selectAll(\"rect.bandrect\").on(\"mouseover\",S).on(\"mouseout\",E),T.exit().remove(),k.call(n.behavior.drag().origin(function(t){return{x:t.x,y:0}}).on(\"dragstart\",L).on(\"drag\",C).on(\"dragend\",P)),u.each(function(t){t.traceSelection=n.select(this),t.pathSelection=n.select(this).selectAll(\"g.paths\").selectAll(\"path.path\"),t.dimensionSelection=n.select(this).selectAll(\"g.dimensions\").selectAll(\"g.dimension\")}),u.exit().remove()}function h(t){return t.key}function f(t){var e=t.parcatsViewModel.dimensions.length,r=t.parcatsViewModel.dimensions[e-1].model.dimensionInd;return t.model.dimensionInd===r}function p(t,e){return t.model.rawColor>e.model.rawColor?1:t.model.rawColor<e.model.rawColor?-1:0}function d(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){o.raiseToTop(this),b(n.select(this));var e=v(t),r=m(t);if(t.parcatsViewModel.graphDiv.emit(\"plotly_hover\",{points:e,event:n.event,constraints:r}),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\")){var a,s,c,u=n.mouse(this)[0],h=t.parcatsViewModel.graphDiv,f=t.parcatsViewModel.trace,p=h._fullLayout,d=p._paperdiv.node().getBoundingClientRect(),g=t.parcatsViewModel.graphDiv.getBoundingClientRect();for(c=0;c<t.leftXs.length-1;c++)if(t.leftXs[c]+t.dimWidths[c]-2<=u&&u<=t.leftXs[c+1]+2){var y=t.parcatsViewModel.dimensions[c],x=t.parcatsViewModel.dimensions[c+1];a=(y.x+y.width+x.x)/2,s=(t.topYs[c]+t.topYs[c+1]+t.height)/2;break}var _=t.parcatsViewModel.x+a,w=t.parcatsViewModel.y+s,k=l.mostReadable(t.model.color,[\"black\",\"white\"]),T=t.model.count,M=T/t.parcatsViewModel.model.count,A={countLabel:T,probabilityLabel:M.toFixed(3)},S=[];-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&S.push([\"Count:\",A.countLabel].join(\" \")),-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&S.push([\"P:\",A.probabilityLabel].join(\" \"));var E=S.join(\"<br>\"),L=n.mouse(h)[0];i.loneHover({trace:f,x:_-d.left+g.left,y:w-d.top+g.top,text:E,color:t.model.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:10,fontColor:k,idealAlign:L<_?\"right\":\"left\",hovertemplate:(f.line||{}).hovertemplate,hovertemplateLabels:A,eventData:[{data:f._input,fullData:f,count:T,probability:M}]},{container:p._hoverlayer.node(),outerContainer:p._paper.node(),gd:h})}}}function g(t){if(!t.parcatsViewModel.dragDimension&&(x(n.select(this)),i.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()),t.parcatsViewModel.pathSelection.sort(p),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\"))){var e=v(t),r=m(t);t.parcatsViewModel.graphDiv.emit(\"plotly_unhover\",{points:e,event:n.event,constraints:r})}}function v(t){for(var e=[],r=O(t.parcatsViewModel),n=0;n<t.model.valueInds.length;n++){var a=t.model.valueInds[n];e.push({curveNumber:r,pointNumber:a})}return e}function m(t){for(var e={},r=t.parcatsViewModel.model.dimensions,n=0;n<r.length;n++){var a=r[n],i=a.categories[t.model.categoryInds[n]];e[a.containerInd]=i.categoryValue}return void 0!==t.model.rawColor&&(e.color=t.model.rawColor),e}function y(t){if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){var e=v(t),r=m(t);t.parcatsViewModel.graphDiv.emit(\"plotly_click\",{points:e,event:n.event,constraints:r})}}function x(t){t.attr(\"fill\",function(t){return t.model.color}).attr(\"fill-opacity\",.6).attr(\"stroke\",\"lightgray\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1)}function b(t){t.attr(\"fill-opacity\",.8).attr(\"stroke\",function(t){return l.mostReadable(t.model.color,[\"black\",\"white\"])}).attr(\"stroke-width\",.3)}function _(t){t.select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",1).attr(\"stroke-opacity\",1)}function w(t){t.attr(\"stroke\",\"black\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1).attr(\"fill-opacity\",1)}function k(t){var e=t.parcatsViewModel.pathSelection,r=t.categoryViewModel.model.dimensionInd,n=t.categoryViewModel.model.categoryInd;return e.filter(function(e){return e.model.categoryInds[r]===n&&e.model.color===t.color})}function T(t,e,r){var a=n.select(t).datum(),i=a.categoryViewModel.model,o=a.parcatsViewModel.graphDiv,s=n.select(t.parentNode).selectAll(\"rect.bandrect\"),l=[];s.each(function(t){k(t).each(function(t){Array.prototype.push.apply(l,v(t))})});var c={};c[i.dimensionInd]=i.categoryValue,o.emit(e,{points:l,event:r,constraints:c})}function M(t,e,r){var a=n.select(t).datum(),i=a.categoryViewModel.model,o=a.parcatsViewModel.graphDiv,s=k(a),l=[];s.each(function(t){Array.prototype.push.apply(l,v(t))});var c={};c[i.dimensionInd]=i.categoryValue,void 0!==a.rawColor&&(c.color=a.rawColor),o.emit(e,{points:l,event:r,constraints:c})}function A(t,e){var r,a,i=n.select(e.parentNode).select(\"rect.catrect\"),o=i.node().getBoundingClientRect(),s=i.datum(),l=s.parcatsViewModel,c=l.model.dimensions[s.model.dimensionInd],u=l.trace,h=o.top+o.height/2;l.dimensions.length>1&&c.displayInd===l.dimensions.length-1?(r=o.left,a=\"left\"):(r=o.left+o.width,a=\"right\");var f=s.model.count,p=s.model.categoryLabel,d=f/s.parcatsViewModel.model.count,g={countLabel:f,categoryLabel:p,probabilityLabel:d.toFixed(3)},v=[];-1!==s.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&v.push([\"Count:\",g.countLabel].join(\" 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v=s.model.count,m=0;c.pathSelection.each(function(t){t.model.color===o.color&&(m+=t.model.count)});var y=g/d,x=g/m,b=g/v,_={countLabel:d,categoryLabel:p,probabilityLabel:y.toFixed(3)},w=[];-1!==s.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&w.push([\"Count:\",_.countLabel].join(\" \")),-1!==s.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&(w.push(\"P(color \\u2229 \"+p+\"): \"+_.probabilityLabel),w.push(\"P(\"+p+\" | color): \"+x.toFixed(3)),w.push(\"P(color | \"+p+\"): \"+b.toFixed(3)));var k=w.join(\"<br>\"),T=l.mostReadable(o.color,[\"black\",\"white\"]);return{trace:h,x:r-t.left,y:f-t.top,text:k,color:o.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontColor:T,fontSize:10,idealAlign:a,hovertemplate:h.hovertemplate,hovertemplateLabels:_,eventData:[{data:h._input,fullData:h,category:p,count:d,probability:y,categorycount:v,colorcount:m,bandcolorcount:g}]}}(s,this):\"dimension\"===c&&(e=function(t,e){var r=[];return n.select(e.parentNode.parentNode).selectAll(\"g.category\").select(\"rect.catrect\").each(function(){r.push(A(t,this))}),r}(s,this)),e&&i.loneHover(e,{container:a._hoverlayer.node(),outerContainer:a._paper.node(),gd:r})}}function E(t){var e=t.parcatsViewModel;if(!e.dragDimension&&(x(e.pathSelection),_(e.dimensionSelection.selectAll(\"g.category\")),w(e.dimensionSelection.selectAll(\"g.category\").selectAll(\"rect.bandrect\")),i.loneUnhover(e.graphDiv._fullLayout._hoverlayer.node()),e.pathSelection.sort(p),-1===e.hoverinfoItems.indexOf(\"skip\"))){\"color\"===t.parcatsViewModel.hoveron?M(this,\"plotly_unhover\",n.event):T(this,\"plotly_unhover\",n.event)}}function L(t){\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragDimensionDisplayInd=t.model.displayInd,t.initialDragDimensionDisplayInds=t.parcatsViewModel.model.dimensions.map(function(t){return t.displayInd}),t.dragHasMoved=!1,t.dragCategoryDisplayInd=null,n.select(this).selectAll(\"g.category\").select(\"rect.catrect\").each(function(e){var r=n.mouse(this)[0],a=n.mouse(this)[1];-2<=r&&r<=e.width+2&&-2<=a&&a<=e.height+2&&(t.dragCategoryDisplayInd=e.model.displayInd,t.initialDragCategoryDisplayInds=t.model.categories.map(function(t){return t.displayInd}),e.model.dragY=e.y,o.raiseToTop(this.parentNode),n.select(this.parentNode).selectAll(\"rect.bandrect\").each(function(e){e.y<a&&a<=e.y+e.height&&(t.potentialClickBand=this)}))}),t.parcatsViewModel.dragDimension=t,i.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()))}function C(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragHasMoved=!0,null!==t.dragDimensionDisplayInd)){var e=t.dragDimensionDisplayInd,r=e-1,a=e+1,i=t.parcatsViewModel.dimensions[e];if(null!==t.dragCategoryDisplayInd){var o=i.categories[t.dragCategoryDisplayInd];o.model.dragY+=n.event.dy;var s=o.model.dragY,l=o.model.displayInd,c=i.categories,u=c[l-1],h=c[l+1];void 0!==u&&s<u.y+u.height/2&&(o.model.displayInd=u.model.displayInd,u.model.displayInd=l),void 0!==h&&s+o.height>h.y+h.height/2&&(o.model.displayInd=h.model.displayInd,h.model.displayInd=l),t.dragCategoryDisplayInd=o.model.displayInd}if(null===t.dragCategoryDisplayInd||\"freeform\"===t.parcatsViewModel.arrangement){i.model.dragX=n.event.x;var f=t.parcatsViewModel.dimensions[r],p=t.parcatsViewModel.dimensions[a];void 0!==f&&i.model.dragX<f.x+f.width&&(i.model.displayInd=f.model.displayInd,f.model.displayInd=e),void 0!==p&&i.model.dragX+i.width>p.x&&(i.model.displayInd=p.model.displayInd,p.model.displayInd=t.dragDimensionDisplayInd),t.dragDimensionDisplayInd=i.model.displayInd}F(t.parcatsViewModel),R(t.parcatsViewModel),I(t.parcatsViewModel),z(t.parcatsViewModel)}}function P(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&null!==t.dragDimensionDisplayInd){n.select(this).selectAll(\"text\").attr(\"font-weight\",\"normal\");var e={},r=O(t.parcatsViewModel),i=t.parcatsViewModel.model.dimensions.map(function(t){return t.displayInd}),o=t.initialDragDimensionDisplayInds.some(function(t,e){return t!==i[e]});o&&i.forEach(function(r,n){var a=t.parcatsViewModel.model.dimensions[n].containerInd;e[\"dimensions[\"+a+\"].displayindex\"]=r});var s=!1;if(null!==t.dragCategoryDisplayInd){var l=t.model.categories.map(function(t){return t.displayInd});if(s=t.initialDragCategoryDisplayInds.some(function(t,e){return t!==l[e]})){var c=t.model.categories.slice().sort(function(t,e){return t.displayInd-e.displayInd}),u=c.map(function(t){return t.categoryValue}),h=c.map(function(t){return t.categoryLabel});e[\"dimensions[\"+t.model.containerInd+\"].categoryarray\"]=[u],e[\"dimensions[\"+t.model.containerInd+\"].ticktext\"]=[h],e[\"dimensions[\"+t.model.containerInd+\"].categoryorder\"]=\"array\"}}if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")&&!t.dragHasMoved&&t.potentialClickBand&&(\"color\"===t.parcatsViewModel.hoveron?M(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent):T(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent)),t.model.dragX=null,null!==t.dragCategoryDisplayInd)t.parcatsViewModel.dimensions[t.dragDimensionDisplayInd].categories[t.dragCategoryDisplayInd].model.dragY=null,t.dragCategoryDisplayInd=null;t.dragDimensionDisplayInd=null,t.parcatsViewModel.dragDimension=null,t.dragHasMoved=null,t.potentialClickBand=null,F(t.parcatsViewModel),R(t.parcatsViewModel),n.transition().duration(300).ease(\"cubic-in-out\").each(function(){I(t.parcatsViewModel,!0),z(t.parcatsViewModel,!0)}).each(\"end\",function(){(o||s)&&a.restyle(t.parcatsViewModel.graphDiv,e,[r])})}}function 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e,r;f(t)?(e=t.width+5,r=\"start\"):(e=-5,r=\"end\"),n.select(this).selectAll(\"tspan\").attr(\"x\",e).attr(\"text-anchor\",r)});var i=a.selectAll(\"rect.bandrect\").data(function(t){return t.bands},h),s=i.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"cursor\",\"move\").attr(\"stroke-opacity\",0).attr(\"fill\",function(t){return t.color}).attr(\"fill-opacity\",0);i.attr(\"fill\",function(t){return t.color}).attr(\"width\",function(t){return t.width}).attr(\"height\",function(t){return t.height}).attr(\"y\",function(t){return t.y}),w(s),i.each(function(){o.raiseToTop(this)}),i.exit().remove()}function D(t,e,r,a,i){var o,s,l=[],c=[];for(s=0;s<r.length-1;s++)o=n.interpolateNumber(r[s]+t[s],t[s+1]),l.push(o(i)),c.push(o(1-i));var u=\"M \"+t[0]+\",\"+e[0];for(u+=\"l\"+r[0]+\",0 \",s=1;s<r.length;s++)u+=\"C\"+l[s-1]+\",\"+e[s-1]+\" \"+c[s-1]+\",\"+e[s]+\" \"+t[s]+\",\"+e[s],u+=\"l\"+r[s]+\",0 \";for(u+=\"l0,\"+a+\" \",u+=\"l -\"+r[r.length-1]+\",0 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Array(c.length),p=e[0].model.count,d=e[0].categories.map(function(t){return t.height}).reduce(function(t,e){return t+e}),g=0;g<c.length;g++){var v,m=c[g];v=p>0?d*(m.count/p):0;for(var y,x=new Array(n.length),b=0;b<m.categoryInds.length;b++){var _=m.categoryInds[b],w=a[b][_],k=i[b];x[k]=n[k][w],n[k][w]+=v;var T=t.dimensions[k].categories[w],M=T.bands.length,A=T.bands[M-1];if(void 0===A||m.rawColor!==A.rawColor){var S=void 0===A?0:A.y+A.height;T.bands.push({key:S,color:m.color,rawColor:m.rawColor,height:v,width:T.width,count:m.count,y:S,categoryViewModel:T,parcatsViewModel:t})}else{var E=T.bands[M-1];E.height+=v,E.count+=m.count}}y=\"hspline\"===t.pathShape?D(s,x,l,v,.5):D(s,x,l,v,0),f[g]={key:m.valueInds[0],model:m,height:v,leftXs:s,topYs:x,dimWidths:l,svgD:y,parcatsViewModel:t}}t.paths=f}function F(t){var e=t.model.dimensions.map(function(t){return{displayInd:t.displayInd,dimensionInd:t.dimensionInd}});e.sort(function(t,e){return t.displayInd-e.displayInd});var r=[];for(var n in e){var a=e[n].dimensionInd,i=t.model.dimensions[a];r.push(B(t,i))}t.dimensions=r}function B(t,e){var r,n=t.model.dimensions.length,a=e.displayInd;r=40+(n>1?(t.width-80-16)/(n-1):0)*a;var i,o,s,l,c,u=[],h=t.model.maxCats,f=e.categories.length,p=e.count,d=t.height-8*(h-1),g=8*(h-f)/2,v=e.categories.map(function(t){return{displayInd:t.displayInd,categoryInd:t.categoryInd}});for(v.sort(function(t,e){return t.displayInd-e.displayInd}),c=0;c<f;c++)l=v[c].categoryInd,o=e.categories[l],i=p>0?o.count/p*d:0,s={key:o.valueInds[0],model:o,width:16,height:i,y:null!==o.dragY?o.dragY:g,bands:[],parcatsViewModel:t},g=g+i+8,u.push(s);return{key:e.dimensionInd,x:null!==e.dragX?e.dragX:r,y:0,width:16,model:e,categories:u,parcatsViewModel:t,dragCategoryDisplayInd:null,dragDimensionDisplayInd:null,initialDragDimensionDisplayInds:null,initialDragCategoryDisplayInds:null,dragHasMoved:null,potentialClickBand:null}}e.exports=function(t,e,r,n){u(r,t,n,e)}},{\"../../components/drawing\":613,\"../../components/fx\":630,\"../../lib\":717,\"../../lib/svg_text_utils\":741,\"../../plot_api/plot_api\":752,d3:165,tinycolor2:536}],1081:[function(t,e,r){\"use strict\";var n=t(\"./parcats\");e.exports=function(t,e,r,a){var i=t._fullLayout,o=i._paper,s=i._size;n(t,o,e,{width:s.w,height:s.h,margin:{t:s.t,r:s.r,b:s.b,l:s.l}},r,a)}},{\"./parcats\":1080}],1082:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/attributes\"),a=t(\"../../plots/cartesian/layout_attributes\"),i=t(\"../../plots/font_attributes\"),o=t(\"../../plots/domain\").attributes,s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/plot_template\").templatedArray;e.exports={domain:o({name:\"parcoords\",trace:!0,editType:\"plot\"}),labelangle:{valType:\"angle\",dflt:0,editType:\"plot\"},labelside:{valType:\"enumerated\",values:[\"top\",\"bottom\"],dflt:\"top\",editType:\"plot\"},labelfont:i({editType:\"plot\"}),tickfont:i({editType:\"plot\"}),rangefont:i({editType:\"plot\"}),dimensions:l(\"dimension\",{label:{valType:\"string\",editType:\"plot\"},tickvals:s({},a.tickvals,{editType:\"plot\"}),ticktext:s({},a.ticktext,{editType:\"plot\"}),tickformat:s({},a.tickformat,{editType:\"plot\"}),visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},range:{valType:\"info_array\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},constraintrange:{valType:\"info_array\",freeLength:!0,dimensions:\"1-2\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},multiselect:{valType:\"boolean\",dflt:!0,editType:\"plot\"},values:{valType:\"data_array\",editType:\"calc\"},editType:\"calc\"}),line:s({editType:\"calc\"},n(\"line\",{colorscaleDflt:\"Viridis\",autoColorDflt:!1,editTypeOverride:\"calc\"}))}},{\"../../components/colorscale/attributes\":599,\"../../lib/extend\":708,\"../../plot_api/plot_template\":755,\"../../plots/cartesian/layout_attributes\":777,\"../../plots/domain\":790,\"../../plots/font_attributes\":791}],1083:[function(t,e,r){\"use strict\";var n=t(\"./constants\"),a=t(\"d3\"),i=t(\"../../lib/gup\").keyFun,o=t(\"../../lib/gup\").repeat,s=t(\"../../lib\").sorterAsc,l=n.bar.snapRatio;function c(t,e){return t*(1-l)+e*l}var u=n.bar.snapClose;function h(t,e){return t*(1-u)+e*u}function f(t,e,r,n){if(function(t,e){for(var r=0;r<e.length;r++)if(t>=e[r][0]&&t<=e[r][1])return!0;return!1}(r,n))return r;var a=t?-1:1,i=0,o=e.length-1;if(a<0){var s=i;i=o,o=s}for(var l=e[i],u=l,f=i;a*f<a*o;f+=a){var p=f+a,d=e[p];if(a*r<a*h(l,d))return c(l,u);if(a*r<a*d||p===o)return c(d,l);u=l,l=d}}function p(t){t.attr(\"x\",-n.bar.captureWidth/2).attr(\"width\",n.bar.captureWidth)}function d(t){t.attr(\"visibility\",\"visible\").style(\"visibility\",\"visible\").attr(\"fill\",\"yellow\").attr(\"opacity\",0)}function g(t){if(!t.brush.filterSpecified)return\"0,\"+t.height;for(var 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k(t){t.on(\"mousemove\",function(t){a.event.preventDefault(),t.parent.inBrushDrag||w(this,t)}).on(\"mouseleave\",function(t){t.parent.inBrushDrag||m()}).call(a.behavior.drag().on(\"dragstart\",function(t){!function(t,e){a.event.sourceEvent.stopPropagation();var r=e.height-a.mouse(t)[1]-2*n.verticalPadding,i=e.unitToPaddedPx.invert(r),o=e.brush,s=b(e,r),l=s.interval,c=o.svgBrush;if(c.wasDragged=!1,c.grabbingBar=\"ns\"===s.region,c.grabbingBar){var u=l.map(e.unitToPaddedPx);c.grabPoint=r-u[0]-n.verticalPadding,c.barLength=u[1]-u[0]}c.clickableOrdinalRange=s.clickableOrdinalRange,c.stayingIntervals=e.multiselect&&o.filterSpecified?o.filter.getConsolidated():[],l&&(c.stayingIntervals=c.stayingIntervals.filter(function(t){return t[0]!==l[0]&&t[1]!==l[1]})),c.startExtent=s.region?l[\"s\"===s.region?1:0]:i,e.parent.inBrushDrag=!0,c.brushStartCallback()}(this,t)}).on(\"drag\",function(t){_(this,t)}).on(\"dragend\",function(t){!function(t,e){var r=e.brush,n=r.filter,i=r.svgBrush;i._dragging||(w(t,e),_(t,e),e.brush.svgBrush.wasDragged=!1),i._dragging=!1,a.event.sourceEvent.stopPropagation();var o=i.grabbingBar;if(i.grabbingBar=!1,i.grabLocation=void 0,e.parent.inBrushDrag=!1,m(),!i.wasDragged)return i.wasDragged=void 0,i.clickableOrdinalRange?r.filterSpecified&&e.multiselect?i.extent.push(i.clickableOrdinalRange):(i.extent=[i.clickableOrdinalRange],r.filterSpecified=!0):o?(i.extent=i.stayingIntervals,0===i.extent.length&&M(r)):M(r),i.brushCallback(e),x(t.parentNode),void i.brushEndCallback(r.filterSpecified?n.getConsolidated():[]);var s=function(){n.set(n.getConsolidated())};if(e.ordinal){var l=e.unitTickvals;l[l.length-1]<l[0]&&l.reverse(),i.newExtent=[f(0,l,i.newExtent[0],i.stayingIntervals),f(1,l,i.newExtent[1],i.stayingIntervals)];var c=i.newExtent[1]>i.newExtent[0];i.extent=i.stayingIntervals.concat(c?[i.newExtent]:[]),i.extent.length||M(r),i.brushCallback(e),c?x(t.parentNode,s):(s(),x(t.parentNode))}else s();i.brushEndCallback(r.filterSpecified?n.getConsolidated():[])}(this,t)}))}function T(t,e){return t[0]-e[0]}function M(t){t.filterSpecified=!1,t.svgBrush.extent=[[-1/0,1/0]]}function A(t){for(var e,r=t.slice(),n=[],a=r.shift();a;){for(e=a.slice();(a=r.shift())&&a[0]<=e[1];)e[1]=Math.max(e[1],a[1]);n.push(e)}return n}e.exports={makeBrush:function(t,e,r,n,a,i){var o,l=function(){var t,e,r=[];return{set:function(n){1===(r=n.map(function(t){return t.slice().sort(s)}).sort(T)).length&&r[0][0]===-1/0&&r[0][1]===1/0&&(r=[[0,-1]]),t=A(r),e=r.reduce(function(t,e){return[Math.min(t[0],e[0]),Math.max(t[1],e[1])]},[1/0,-1/0])},get:function(){return r.slice()},getConsolidated:function(){return t},getBounds:function(){return e}}}();return l.set(r),{filter:l,filterSpecified:e,svgBrush:{extent:[],brushStartCallback:n,brushCallback:(o=a,function(t){var e=t.brush,r=function(t){return t.svgBrush.extent.map(function(t){return t.slice()})}(e).slice();e.filter.set(r),o()}),brushEndCallback:i}}},ensureAxisBrush:function(t){var e=t.selectAll(\".\"+n.cn.axisBrush).data(o,i);e.enter().append(\"g\").classed(n.cn.axisBrush,!0),function(t){var e=t.selectAll(\".background\").data(o);e.enter().append(\"rect\").classed(\"background\",!0).call(p).call(d).style(\"pointer-events\",\"auto\").attr(\"transform\",\"translate(0 \"+n.verticalPadding+\")\"),e.call(k).attr(\"height\",function(t){return t.height-n.verticalPadding});var r=t.selectAll(\".highlight-shadow\").data(o);r.enter().append(\"line\").classed(\"highlight-shadow\",!0).attr(\"x\",-n.bar.width/2).attr(\"stroke-width\",n.bar.width+n.bar.strokeWidth).attr(\"stroke\",n.bar.strokeColor).attr(\"opacity\",n.bar.strokeOpacity).attr(\"stroke-linecap\",\"butt\"),r.attr(\"y1\",function(t){return t.height}).call(y);var a=t.selectAll(\".highlight\").data(o);a.enter().append(\"line\").classed(\"highlight\",!0).attr(\"x\",-n.bar.width/2).attr(\"stroke-width\",n.bar.width-n.bar.strokeWidth).attr(\"stroke\",n.bar.fillColor).attr(\"opacity\",n.bar.fillOpacity).attr(\"stroke-linecap\",\"butt\"),a.attr(\"y1\",function(t){return t.height}).call(y)}(e)},cleanRanges:function(t,e){if(Array.isArray(t[0])?(t=t.map(function(t){return t.sort(s)}),t=e.multiselect?A(t.sort(T)):[t[0]]):t=[t.sort(s)],e.tickvals){var r=e.tickvals.slice().sort(s);if(!(t=t.map(function(t){var e=[f(0,r,t[0],[]),f(1,r,t[1],[])];if(e[1]>e[0])return e}).filter(function(t){return t})).length)return}return t.length>1?t:t[0]}}},{\"../../lib\":717,\"../../lib/gup\":715,\"./constants\":1086,d3:165}],1084:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../plots/get_data\").getModuleCalcData,i=t(\"./plot\"),o=t(\"../../constants/xmlns_namespaces\");r.name=\"parcoords\",r.plot=function(t){var e=a(t.calcdata,\"parcoords\")[0];e.length&&i(t,e)},r.clean=function(t,e,r,n){var a=n._has&&n._has(\"parcoords\"),i=e._has&&e._has(\"parcoords\");a&&!i&&(n._paperdiv.selectAll(\".parcoords\").remove(),n._glimages.selectAll(\"*\").remove())},r.toSVG=function(t){var e=t._fullLayout._glimages,r=n.select(t).selectAll(\".svg-container\");r.filter(function(t,e){return e===r.size()-1}).selectAll(\".gl-canvas-context, .gl-canvas-focus\").each(function(){var t=this.toDataURL(\"image/png\");e.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":t,preserveAspectRatio:\"none\",x:0,y:0,width:this.width,height:this.height})}),window.setTimeout(function(){n.selectAll(\"#filterBarPattern\").attr(\"id\",\"filterBarPattern\")},60)}},{\"../../constants/xmlns_namespaces\":694,\"../../plots/get_data\":800,\"./plot\":1093,d3:165}],1085:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").isArrayOrTypedArray,a=t(\"../../components/colorscale\"),i=t(\"../../lib/gup\").wrap;e.exports=function(t,e){var r,o;return a.hasColorscale(e,\"line\")&&n(e.line.color)?(r=e.line.color,o=a.extractOpts(e.line).colorscale,a.calc(t,e,{vals:r,containerStr:\"line\",cLetter:\"c\"})):(r=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=.5;return e}(e._length),o=[[0,e.line.color],[1,e.line.color]]),i({lineColor:r,cscale:o})}},{\"../../components/colorscale\":604,\"../../lib\":717,\"../../lib/gup\":715}],1086:[function(t,e,r){\"use strict\";e.exports={maxDimensionCount:60,overdrag:45,verticalPadding:2,tickDistance:50,canvasPixelRatio:1,blockLineCount:5e3,layers:[\"contextLineLayer\",\"focusLineLayer\",\"pickLineLayer\"],axisTitleOffset:28,axisExtentOffset:10,deselectedLineColor:\"#777\",bar:{width:4,captureWidth:10,fillColor:\"magenta\",fillOpacity:1,snapDuration:150,snapRatio:.25,snapClose:.01,strokeColor:\"white\",strokeOpacity:1,strokeWidth:1,handleHeight:8,handleOpacity:1,handleOverlap:0},cn:{axisExtentText:\"axis-extent-text\",parcoordsLineLayers:\"parcoords-line-layers\",parcoordsLineLayer:\"parcoords-lines\",parcoords:\"parcoords\",parcoordsControlView:\"parcoords-control-view\",yAxis:\"y-axis\",axisOverlays:\"axis-overlays\",axis:\"axis\",axisHeading:\"axis-heading\",axisTitle:\"axis-title\",axisExtent:\"axis-extent\",axisExtentTop:\"axis-extent-top\",axisExtentTopText:\"axis-extent-top-text\",axisExtentBottom:\"axis-extent-bottom\",axisExtentBottomText:\"axis-extent-bottom-text\",axisBrush:\"axis-brush\"},id:{filterBarPattern:\"filter-bar-pattern\"}}},{}],1087:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../components/colorscale/helpers\").hasColorscale,i=t(\"../../components/colorscale/defaults\"),o=t(\"../../plots/domain\").defaults,s=t(\"../../plots/array_container_defaults\"),l=t(\"../../plots/cartesian/axes\"),c=t(\"./attributes\"),u=t(\"./axisbrush\"),h=t(\"./constants\").maxDimensionCount,f=t(\"./merge_length\");function p(t,e,r,a){function i(r,a){return n.coerce(t,e,c.dimensions,r,a)}var o=i(\"values\"),s=i(\"visible\");if(o&&o.length||(s=e.visible=!1),s){i(\"label\"),i(\"tickvals\"),i(\"ticktext\"),i(\"tickformat\");var h=i(\"range\");e._ax={_id:\"y\",type:\"linear\",showexponent:\"all\",exponentformat:\"B\",range:h},l.setConvert(e._ax,a.layout),i(\"multiselect\");var f=i(\"constraintrange\");f&&(e.constraintrange=u.cleanRanges(f,e))}}e.exports=function(t,e,r,l){function u(r,a){return n.coerce(t,e,c,r,a)}var d=t.dimensions;Array.isArray(d)&&d.length>h&&(n.log(\"parcoords traces support up to \"+h+\" dimensions at the moment\"),d.splice(h));var g=s(t,e,{name:\"dimensions\",layout:l,handleItemDefaults:p}),v=function(t,e,r,o,s){var l=s(\"line.color\",r);if(a(t,\"line\")&&n.isArrayOrTypedArray(l)){if(l.length)return s(\"line.colorscale\"),i(t,e,o,s,{prefix:\"line.\",cLetter:\"c\"}),l.length;e.line.color=r}return 1/0}(t,e,r,l,u);o(e,l,u),Array.isArray(g)&&g.length||(e.visible=!1),f(e,g,\"values\",v);var m={family:l.font.family,size:Math.round(l.font.size/1.2),color:l.font.color};n.coerceFont(u,\"labelfont\",m),n.coerceFont(u,\"tickfont\",m),n.coerceFont(u,\"rangefont\",m),u(\"labelangle\"),u(\"labelside\")}},{\"../../components/colorscale/defaults\":602,\"../../components/colorscale/helpers\":603,\"../../lib\":717,\"../../plots/array_container_defaults\":761,\"../../plots/cartesian/axes\":765,\"../../plots/domain\":790,\"./attributes\":1082,\"./axisbrush\":1083,\"./constants\":1086,\"./merge_length\":1091}],1088:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").isTypedArray;r.convertTypedArray=function(t){return n(t)?Array.prototype.slice.call(t):t},r.isOrdinal=function(t){return!!t.tickvals},r.isVisible=function(t){return t.visible||!(\"visible\"in t)}},{\"../../lib\":717}],1089:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"./plot\"),colorbar:{container:\"line\",min:\"cmin\",max:\"cmax\"},moduleType:\"trace\",name:\"parcoords\",basePlotModule:t(\"./base_plot\"),categories:[\"gl\",\"regl\",\"noOpacity\",\"noHover\"],meta:{}}},{\"./attributes\":1082,\"./base_plot\":1084,\"./calc\":1085,\"./defaults\":1087,\"./plot\":1093}],1090:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nattribute vec4 p01_04, p05_08, p09_12, p13_16,\\n               p17_20, p21_24, p25_28, p29_32,\\n               p33_36, p37_40, p41_44, p45_48,\\n               p49_52, p53_56, p57_60, colors;\\n\\nuniform mat4 dim0A, dim1A, dim0B, dim1B, dim0C, dim1C, dim0D, dim1D,\\n             loA, hiA, loB, hiB, loC, hiC, loD, hiD;\\n\\nuniform vec2 resolution, viewBoxPos, viewBoxSize;\\nuniform sampler2D mask, palette;\\nuniform float maskHeight;\\nuniform float drwLayer; // 0: context, 1: focus, 2: pick\\nuniform vec4 contextColor;\\n\\nbool isPick    = (drwLayer > 1.5);\\nbool isContext = (drwLayer < 0.5);\\n\\nconst vec4 ZEROS = vec4(0.0, 0.0, 0.0, 0.0);\\nconst vec4 UNITS = vec4(1.0, 1.0, 1.0, 1.0);\\n\\nfloat val(mat4 p, mat4 v) {\\n    return dot(matrixCompMult(p, v) * UNITS, UNITS);\\n}\\n\\nfloat axisY(float ratio, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float y1 = val(A, dim0A) + val(B, dim0B) + val(C, dim0C) + val(D, dim0D);\\n    float y2 = val(A, dim1A) + val(B, dim1B) + val(C, dim1C) + val(D, dim1D);\\n    return y1 * (1.0 - ratio) + y2 * ratio;\\n}\\n\\nint iMod(int a, int b) {\\n    return a - b * (a / b);\\n}\\n\\nbool fOutside(float p, float lo, float hi) {\\n    return (lo < hi) && (lo > p || p > hi);\\n}\\n\\nbool vOutside(vec4 p, vec4 lo, vec4 hi) {\\n    return (\\n        fOutside(p[0], lo[0], hi[0]) ||\\n        fOutside(p[1], lo[1], hi[1]) ||\\n        fOutside(p[2], lo[2], hi[2]) ||\\n        fOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool mOutside(mat4 p, mat4 lo, mat4 hi) {\\n    return (\\n        vOutside(p[0], lo[0], hi[0]) ||\\n        vOutside(p[1], lo[1], hi[1]) ||\\n        vOutside(p[2], lo[2], hi[2]) ||\\n        vOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool outsideBoundingBox(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    return mOutside(A, loA, hiA) ||\\n           mOutside(B, loB, hiB) ||\\n           mOutside(C, loC, hiC) ||\\n           mOutside(D, loD, hiD);\\n}\\n\\nbool outsideRasterMask(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    mat4 pnts[4];\\n    pnts[0] = A;\\n    pnts[1] = B;\\n    pnts[2] = C;\\n    pnts[3] = D;\\n\\n    for(int i = 0; i < 4; ++i) {\\n        for(int j = 0; j < 4; ++j) {\\n            for(int k = 0; k < 4; ++k) {\\n                if(0 == iMod(\\n                    int(255.0 * texture2D(mask,\\n                        vec2(\\n                            (float(i * 2 + j / 2) + 0.5) / 8.0,\\n                            (pnts[i][j][k] * (maskHeight - 1.0) + 1.0) / maskHeight\\n                        ))[3]\\n                    ) / int(pow(2.0, float(iMod(j * 4 + k, 8)))),\\n                    2\\n                )) return true;\\n            }\\n        }\\n    }\\n    return false;\\n}\\n\\nvec4 position(bool isContext, float v, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float x = 0.5 * sign(v) + 0.5;\\n    float y = axisY(x, A, B, C, D);\\n    float z = 1.0 - abs(v);\\n\\n    z += isContext ? 0.0 : 2.0 * float(\\n        outsideBoundingBox(A, B, C, D) ||\\n        outsideRasterMask(A, B, C, D)\\n    );\\n\\n    return vec4(\\n        2.0 * (vec2(x, y) * viewBoxSize + viewBoxPos) / resolution - 1.0,\\n        z,\\n        1.0\\n    );\\n}\\n\\nvoid main() {\\n    mat4 A = mat4(p01_04, p05_08, p09_12, p13_16);\\n    mat4 B = mat4(p17_20, p21_24, p25_28, p29_32);\\n    mat4 C = mat4(p33_36, p37_40, p41_44, p45_48);\\n    mat4 D = mat4(p49_52, p53_56, p57_60, ZEROS);\\n\\n    float v = colors[3];\\n\\n    gl_Position = position(isContext, v, A, B, C, D);\\n\\n    fragColor =\\n        isContext ? vec4(contextColor) :\\n        isPick ? vec4(colors.rgb, 1.0) : texture2D(palette, vec2(abs(v), 0.5));\\n}\\n\"]),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n    gl_FragColor = fragColor;\\n}\\n\"]),o=t(\"./constants\").maxDimensionCount,s=t(\"../../lib\"),l=1e-6,c=2048,u=new Uint8Array(4),h=new Uint8Array(4),f={shape:[256,1],format:\"rgba\",type:\"uint8\",mag:\"nearest\",min:\"nearest\"};function p(t,e,r,n,a){var i=t._gl;i.enable(i.SCISSOR_TEST),i.scissor(e,r,n,a),t.clear({color:[0,0,0,0],depth:1})}function d(t,e,r,n,a,i){var o=i.key;r.drawCompleted||(!function(t){t.read({x:0,y:0,width:1,height:1,data:u})}(t),r.drawCompleted=!0),function s(l){var c=Math.min(n,a-l*n);0===l&&(window.cancelAnimationFrame(r.currentRafs[o]),delete r.currentRafs[o],p(t,i.scissorX,i.scissorY,i.scissorWidth,i.viewBoxSize[1])),r.clearOnly||(i.count=2*c,i.offset=2*l*n,e(i),l*n+c<a&&(r.currentRafs[o]=window.requestAnimationFrame(function(){s(l+1)})),r.drawCompleted=!1)}(0)}function g(t,e){return(t>>>8*e)%256/255}function v(t,e,r){for(var n=new Array(8*e),a=0,i=0;i<e;i++)for(var o=0;o<2;o++)for(var s=0;s<4;s++){var l=4*t+s,c=r[64*i+l];63===l&&0===o&&(c*=-1),n[a++]=c}return n}function m(t){var e=\"0\"+t;return e.substr(e.length-2)}function y(t){return t<o?\"p\"+m(t+1)+\"_\"+m(t+4):\"colors\"}function x(t,e,r,n,a,i,o,l,c,u,h,f,p){for(var d=[[],[]],g=0;g<64;g++)d[0][g]=g===a?1:0,d[1][g]=g===i?1:0;var v=t.lines.canvasOverdrag,m=t.domain,y=t.canvasWidth,x=t.canvasHeight,b=t.deselectedLines.color;return s.extendFlat({key:h,resolution:[y,x],viewBoxPos:[o+v,l],viewBoxSize:[c,u],i0:a,i1:i,dim0A:d[0].slice(0,16),dim0B:d[0].slice(16,32),dim0C:d[0].slice(32,48),dim0D:d[0].slice(48,64),dim1A:d[1].slice(0,16),dim1B:d[1].slice(16,32),dim1C:d[1].slice(32,48),dim1D:d[1].slice(48,64),drwLayer:f,contextColor:[b[0]/255,b[1]/255,b[2]/255,b[3]<1?b[3]:Math.max(1/255,Math.pow(1/t.lines.color.length,1/3))],scissorX:(n===e?0:o+v)+(t.pad.l-v)+t.layoutWidth*m.x[0],scissorWidth:(n===r?y-o+v:c+.5)+(n===e?o+v:0),scissorY:l+t.pad.b+t.layoutHeight*m.y[0],scissorHeight:u,viewportX:t.pad.l-v+t.layoutWidth*m.x[0],viewportY:t.pad.b+t.layoutHeight*m.y[0],viewportWidth:y,viewportHeight:x},p)}function b(t){var e=c-1,r=Math.max(0,Math.floor(t[0]*e),0),n=Math.min(e,Math.ceil(t[1]*e),e);return[Math.min(r,n),Math.max(r,n)]}e.exports=function(t,e){var r,n,u,m,_,w=e.context,k=e.pick,T=e.regl,M={currentRafs:{},drawCompleted:!0,clearOnly:!1},A=function(t){for(var e={},r=0;r<=o;r+=4)e[y(r)]=t.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array(0)});return e}(T),S=T.texture(f),E=[];C(e);var L=T({profile:!1,blend:{enable:w,func:{srcRGB:\"src alpha\",dstRGB:\"one minus src 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n=t(\"../../plots/attributes\"),a=t(\"../../plots/domain\").attributes,i=t(\"../../plots/font_attributes\"),o=t(\"../../components/color/attributes\"),s=t(\"../../plots/template_attributes\").hovertemplateAttrs,l=t(\"../../plots/template_attributes\").texttemplateAttrs,c=t(\"../../lib/extend\").extendFlat,u=i({editType:\"plot\",arrayOk:!0,colorEditType:\"plot\"});e.exports={labels:{valType:\"data_array\",editType:\"calc\"},label0:{valType:\"number\",dflt:0,editType:\"calc\"},dlabel:{valType:\"number\",dflt:1,editType:\"calc\"},values:{valType:\"data_array\",editType:\"calc\"},marker:{colors:{valType:\"data_array\",editType:\"calc\"},line:{color:{valType:\"color\",dflt:o.defaultLine,arrayOk:!0,editType:\"style\"},width:{valType:\"number\",min:0,dflt:0,arrayOk:!0,editType:\"style\"},editType:\"calc\"},editType:\"calc\"},text:{valType:\"data_array\",editType:\"plot\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"style\"},scalegroup:{valType:\"string\",dflt:\"\",editType:\"calc\"},textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"value\",\"percent\"],extras:[\"none\"],editType:\"calc\"},hoverinfo:c({},n.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:s({},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),texttemplate:l({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),textposition:{valType:\"enumerated\",values:[\"inside\",\"outside\",\"auto\",\"none\"],dflt:\"auto\",arrayOk:!0,editType:\"plot\"},textfont:c({},u,{}),insidetextorientation:{valType:\"enumerated\",values:[\"horizontal\",\"radial\",\"tangential\",\"auto\"],dflt:\"auto\",editType:\"plot\"},insidetextfont:c({},u,{}),outsidetextfont:c({},u,{}),automargin:{valType:\"boolean\",dflt:!1,editType:\"plot\"},title:{text:{valType:\"string\",dflt:\"\",editType:\"plot\"},font:c({},u,{}),position:{valType:\"enumerated\",values:[\"top left\",\"top center\",\"top right\",\"middle center\",\"bottom left\",\"bottom center\",\"bottom right\"],editType:\"plot\"},editType:\"plot\"},domain:a({name:\"pie\",trace:!0,editType:\"calc\"}),hole:{valType:\"number\",min:0,max:1,dflt:0,editType:\"calc\"},sort:{valType:\"boolean\",dflt:!0,editType:\"calc\"},direction:{valType:\"enumerated\",values:[\"clockwise\",\"counterclockwise\"],dflt:\"counterclockwise\",editType:\"calc\"},rotation:{valType:\"number\",min:-360,max:360,dflt:0,editType:\"calc\"},pull:{valType:\"number\",min:0,max:1,dflt:0,arrayOk:!0,editType:\"calc\"},_deprecated:{title:{valType:\"string\",dflt:\"\",editType:\"calc\"},titlefont:c({},u,{}),titleposition:{valType:\"enumerated\",values:[\"top left\",\"top center\",\"top right\",\"middle center\",\"bottom left\",\"bottom center\",\"bottom right\"],editType:\"calc\"}}}},{\"../../components/color/attributes\":591,\"../../lib/extend\":708,\"../../plots/attributes\":762,\"../../plots/domain\":790,\"../../plots/font_attributes\":791,\"../../plots/template_attributes\":841}],1095:[function(t,e,r){\"use strict\";var n=t(\"../../plots/plots\");r.name=\"pie\",r.plot=function(t,e,a,i){n.plotBasePlot(r.name,t,e,a,i)},r.clean=function(t,e,a,i){n.cleanBasePlot(r.name,t,e,a,i)}},{\"../../plots/plots\":826}],1096:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),a=t(\"tinycolor2\"),i=t(\"../../components/color\"),o={};function s(t){return function(e,r){return!!e&&(!!(e=a(e)).isValid()&&(e=i.addOpacity(e,e.getAlpha()),t[r]||(t[r]=e),e))}}function l(t,e){var r,n=JSON.stringify(t),i=e[n];if(!i){for(i=t.slice(),r=0;r<t.length;r++)i.push(a(t[r]).lighten(20).toHexString());for(r=0;r<t.length;r++)i.push(a(t[r]).darken(20).toHexString());e[n]=i}return i}e.exports={calc:function(t,e){var r,a,i=[],o=t._fullLayout,l=o.hiddenlabels||[],c=e.labels,u=e.marker.colors||[],h=e.values,f=e._length,p=e._hasValues&&f;if(e.dlabel)for(c=new Array(f),r=0;r<f;r++)c[r]=String(e.label0+r*e.dlabel);var d={},g=s(o[\"_\"+e.type+\"colormap\"]),v=0,m=!1;for(r=0;r<f;r++){var y,x,b;if(p){if(y=h[r],!n(y))continue;if((y=+y)<0)continue}else y=1;void 0!==(x=c[r])&&\"\"!==x||(x=r);var _=d[x=String(x)];void 0===_?(d[x]=i.length,(b=-1!==l.indexOf(x))||(v+=y),i.push({v:y,label:x,color:g(u[r],x),i:r,pts:[r],hidden:b})):(m=!0,(a=i[_]).v+=y,a.pts.push(r),a.hidden||(v+=y),!1===a.color&&u[r]&&(a.color=g(u[r],x)))}return(\"funnelarea\"===e.type?m:e.sort)&&i.sort(function(t,e){return e.v-t.v}),i[0]&&(i[0].vTotal=v),i},crossTraceCalc:function(t,e){var r=(e||{}).type;r||(r=\"pie\");var n=t._fullLayout,a=t.calcdata,i=n[r+\"colorway\"],s=n[\"_\"+r+\"colormap\"];n[\"extend\"+r+\"colors\"]&&(i=l(i,o));for(var c=0,u=0;u<a.length;u++){var h=a[u];if(h[0].trace.type===r)for(var f=0;f<h.length;f++){var p=h[f];!1===p.color&&(s[p.label]?p.color=s[p.label]:(s[p.label]=p.color=i[c%i.length],c++))}}},makePullColorFn:s,generateExtendedColors:l}},{\"../../components/color\":592,\"fast-isnumeric\":228,tinycolor2:536}],1097:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),a=t(\"../../lib\"),i=t(\"./attributes\"),o=t(\"../../plots/domain\").defaults,s=t(\"../bar/defaults\").handleText;function l(t,e){var r=Array.isArray(t),i=a.isArrayOrTypedArray(e),o=Math.min(r?t.length:1/0,i?e.length:1/0);if(isFinite(o)||(o=0),o&&i){for(var s,l=0;l<o;l++){var c=e[l];if(n(c)&&c>0){s=!0;break}}s||(o=0)}return{hasLabels:r,hasValues:i,len:o}}e.exports={handleLabelsAndValues:l,supplyDefaults:function(t,e,r,n){function c(r,n){return a.coerce(t,e,i,r,n)}var u=l(c(\"labels\"),c(\"values\")),h=u.len;if(e._hasLabels=u.hasLabels,e._hasValues=u.hasValues,!e._hasLabels&&e._hasValues&&(c(\"label0\"),c(\"dlabel\")),h){e._length=h,c(\"marker.line.width\")&&c(\"marker.line.color\"),c(\"marker.colors\"),c(\"scalegroup\");var f,p=c(\"text\"),d=c(\"texttemplate\");if(d||(f=c(\"textinfo\",Array.isArray(p)?\"text+percent\":\"percent\")),c(\"hovertext\"),c(\"hovertemplate\"),d||f&&\"none\"!==f){var g=c(\"textposition\");s(t,e,n,c,g,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1}),(Array.isArray(g)||\"auto\"===g||\"outside\"===g)&&c(\"automargin\"),(\"inside\"===g||\"auto\"===g||Array.isArray(g))&&c(\"insidetextorientation\")}o(e,n,c);var v=c(\"hole\");if(c(\"title.text\")){var m=c(\"title.position\",v?\"middle center\":\"top center\");v||\"middle center\"!==m||(e.title.position=\"top center\"),a.coerceFont(c,\"title.font\",n.font)}c(\"sort\"),c(\"direction\"),c(\"rotation\"),c(\"pull\")}else e.visible=!1}}},{\"../../lib\":717,\"../../plots/domain\":790,\"../bar/defaults\":860,\"./attributes\":1094,\"fast-isnumeric\":228}],1098:[function(t,e,r){\"use strict\";var n=t(\"../../components/fx/helpers\").appendArrayMultiPointValues;e.exports=function(t,e){var r={curveNumber:e.index,pointNumbers:t.pts,data:e._input,fullData:e,label:t.label,color:t.color,value:t.v,percent:t.percent,text:t.text,v:t.v};return 1===t.pts.length&&(r.pointNumber=r.i=t.pts[0]),n(r,e,t.pts),\"funnelarea\"===e.type&&(delete r.v,delete r.i),r}},{\"../../components/fx/helpers\":627}],1099:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");r.formatPiePercent=function(t,e){var r=(100*t).toPrecision(3);return-1!==r.lastIndexOf(\".\")&&(r=r.replace(/[.]?0+$/,\"\")),n.numSeparate(r,e)+\"%\"},r.formatPieValue=function(t,e){var r=t.toPrecision(10);return-1!==r.lastIndexOf(\".\")&&(r=r.replace(/[.]?0+$/,\"\")),n.numSeparate(r,e)},r.getFirstFilled=function(t,e){if(Array.isArray(t))for(var r=0;r<e.length;r++){var n=t[e[r]];if(n||0===n||\"\"===n)return n}},r.castOption=function(t,e){return Array.isArray(t)?r.getFirstFilled(t,e):t||void 0}},{\"../../lib\":717}],1100:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\").supplyDefaults,supplyLayoutDefaults:t(\"./layout_defaults\"),layoutAttributes:t(\"./layout_attributes\"),calc:t(\"./calc\").calc,crossTraceCalc:t(\"./calc\").crossTraceCalc,plot:t(\"./plot\").plot,style:t(\"./style\"),styleOne:t(\"./style_one\"),moduleType:\"trace\",name:\"pie\",basePlotModule:t(\"./base_plot\"),categories:[\"pie-like\",\"pie\",\"showLegend\"],meta:{}}},{\"./attributes\":1094,\"./base_plot\":1095,\"./calc\":1096,\"./defaults\":1097,\"./layout_attributes\":1101,\"./layout_defaults\":1102,\"./plot\":1103,\"./style\":1104,\"./style_one\":1105}],1101:[function(t,e,r){\"use strict\";e.exports={hiddenlabels:{valType:\"data_array\",editType:\"calc\"},piecolorway:{valType:\"colorlist\",editType:\"calc\"},extendpiecolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},{}],1102:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"./layout_attributes\");e.exports=function(t,e){function r(r,i){return n.coerce(t,e,a,r,i)}r(\"hiddenlabels\"),r(\"piecolorway\",e.colorway),r(\"extendpiecolors\")}},{\"../../lib\":717,\"./layout_attributes\":1101}],1103:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../plots/plots\"),i=t(\"../../components/fx\"),o=t(\"../../components/color\"),s=t(\"../../components/drawing\"),l=t(\"../../lib\"),c=t(\"../../lib/svg_text_utils\"),u=t(\"../bar/uniform_text\"),h=u.recordMinTextSize,f=u.clearMinTextSize,p=t(\"./helpers\"),d=t(\"./event_data\"),g=t(\"../../lib\").isValidTextValue;function v(t,e,r){var a=r[0],o=a.trace,s=a.cx,c=a.cy;\"_hasHoverLabel\"in o||(o._hasHoverLabel=!1),\"_hasHoverEvent\"in o||(o._hasHoverEvent=!1),t.on(\"mouseover\",function(t){var r=e._fullLayout,u=e._fullData[o.index];if(!e._dragging&&!1!==r.hovermode){var h=u.hoverinfo;if(Array.isArray(h)&&(h=i.castHoverinfo({hoverinfo:[p.castOption(h,t.pts)],_module:o._module},r,0)),\"all\"===h&&(h=\"label+text+value+percent+name\"),u.hovertemplate||\"none\"!==h&&\"skip\"!==h&&h){var f=t.rInscribed||0,g=s+t.pxmid[0]*(1-f),v=c+t.pxmid[1]*(1-f),m=r.separators,y=[];if(h&&-1!==h.indexOf(\"label\")&&y.push(t.label),t.text=p.castOption(u.hovertext||u.text,t.pts),h&&-1!==h.indexOf(\"text\")){var x=t.text;l.isValidTextValue(x)&&y.push(x)}t.value=t.v,t.valueLabel=p.formatPieValue(t.v,m),h&&-1!==h.indexOf(\"value\")&&y.push(t.valueLabel),t.percent=t.v/a.vTotal,t.percentLabel=p.formatPiePercent(t.percent,m),h&&-1!==h.indexOf(\"percent\")&&y.push(t.percentLabel);var b=u.hoverlabel,_=b.font;i.loneHover({trace:o,x0:g-f*a.r,x1:g+f*a.r,y:v,text:y.join(\"<br>\"),name:u.hovertemplate||-1!==h.indexOf(\"name\")?u.name:void 0,idealAlign:t.pxmid[0]<0?\"left\":\"right\",color:p.castOption(b.bgcolor,t.pts)||t.color,borderColor:p.castOption(b.bordercolor,t.pts),fontFamily:p.castOption(_.family,t.pts),fontSize:p.castOption(_.size,t.pts),fontColor:p.castOption(_.color,t.pts),nameLength:p.castOption(b.namelength,t.pts),textAlign:p.castOption(b.align,t.pts),hovertemplate:p.castOption(u.hovertemplate,t.pts),hovertemplateLabels:t,eventData:[d(t,u)]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:e}),o._hasHoverLabel=!0}o._hasHoverEvent=!0,e.emit(\"plotly_hover\",{points:[d(t,u)],event:n.event})}}),t.on(\"mouseout\",function(t){var r=e._fullLayout,a=e._fullData[o.index],s=n.select(this).datum();o._hasHoverEvent&&(t.originalEvent=n.event,e.emit(\"plotly_unhover\",{points:[d(s,a)],event:n.event}),o._hasHoverEvent=!1),o._hasHoverLabel&&(i.loneUnhover(r._hoverlayer.node()),o._hasHoverLabel=!1)}),t.on(\"click\",function(t){var r=e._fullLayout,a=e._fullData[o.index];e._dragging||!1===r.hovermode||(e._hoverdata=[d(t,a)],i.click(e,n.event))})}function m(t,e,r){var n=p.castOption(t.insidetextfont.color,e.pts);!n&&t._input.textfont&&(n=p.castOption(t._input.textfont.color,e.pts));var a=p.castOption(t.insidetextfont.family,e.pts)||p.castOption(t.textfont.family,e.pts)||r.family,i=p.castOption(t.insidetextfont.size,e.pts)||p.castOption(t.textfont.size,e.pts)||r.size;return{color:n||o.contrast(e.color),family:a,size:i}}function y(t,e){for(var r,n,a=0;a<t.length;a++)if((n=(r=t[a][0]).trace).title.text){var i=n.title.text;n._meta&&(i=l.templateString(i,n._meta));var o=s.tester.append(\"text\").attr(\"data-notex\",1).text(i).call(s.font,n.title.font).call(c.convertToTspans,e),u=s.bBox(o.node(),!0);r.titleBox={width:u.width,height:u.height},o.remove()}}function x(t,e,r){var n,a=Math.sqrt(t.width*t.width+t.height*t.height),i=e.halfangle,o=e.midangle,s=e.ring,l=e.rInscribed,c=r.r||e.rpx1,u=r.trace.insidetextorientation,h=\"horizontal\"===u,f=\"tangential\"===u,p=\"radial\"===u,d=\"auto\"===u,g=1===s&&Math.abs(e.startangle-e.stopangle)===2*Math.PI,v=[];if(!d){var m,y=function(r,a){if(function(t,e){var r=t.startangle,n=t.stopangle;return r>e&&e>n||r<e&&e<n}(e,r)){var i=Math.abs(r-e.startangle),o=Math.abs(r-e.stopangle),l=i<o?i:o;(n=\"tan\"===a?_(t,c,s,l,0):b(t,c,s,l,Math.PI/2)).textPosAngle=r,v.push(n)}};if(h||f){for(m=4;m>=-4;m-=2)y(Math.PI*m,\"tan\");for(m=4;m>=-4;m-=2)y(Math.PI*(m+1),\"tan\")}if(h||p){for(m=4;m>=-4;m-=2)y(Math.PI*(m+1.5),\"rad\");for(m=4;m>=-4;m-=2)y(Math.PI*(m+.5),\"rad\")}}if(g||d||h){if((n={scale:l*c*2/a,rCenter:1-l,rotate:0}).textPosAngle=(e.startangle+e.stopangle)/2,n.scale>=1)return n;v.push(n)}(d||p)&&((n=b(t,c,s,i,o)).textPosAngle=(e.startangle+e.stopangle)/2,v.push(n)),(d||f)&&((n=_(t,c,s,i,o)).textPosAngle=(e.startangle+e.stopangle)/2,v.push(n));for(var x=0,w=0,k=0;k<v.length;k++){var T=v[k].scale;if(w<T&&(w=T,x=k),!d&&w>=1)break}return v[x]}function b(t,e,r,n,a){var i=t.width/t.height,o=T(i,n,e,r);return{scale:2*o/t.height,rCenter:w(i,o/e),rotate:k(a)}}function _(t,e,r,n,a){var i=t.height/t.width,o=T(i,n,e,r);return{scale:2*o/t.width,rCenter:w(i,o/e),rotate:k(a+Math.PI/2)}}function w(t,e){return Math.cos(e)-t*e}function k(t){return(180/Math.PI*t+720)%180-90}function T(t,e,r,n){var a=t+1/(2*Math.tan(e));return r*Math.min(1/(Math.sqrt(a*a+.5)+a),n/(Math.sqrt(t*t+n/2)+t))}function M(t,e){return t.v!==e.vTotal||e.trace.hole?Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2):1}function A(t,e){var r=e.pxmid[0],n=e.pxmid[1],a=t.width/2,i=t.height/2;return r<0&&(a*=-1),n<0&&(i*=-1),{scale:1,rCenter:1,rotate:0,x:a+Math.abs(i)*(a>0?1:-1)/2,y:i/(1+r*r/(n*n)),outside:!0}}function S(t,e){var r,n,a,i=t.trace,o={x:t.cx,y:t.cy},s={tx:0,ty:0};s.ty+=i.title.font.size,a=L(i),-1!==i.title.position.indexOf(\"top\")?(o.y-=(1+a)*t.r,s.ty-=t.titleBox.height):-1!==i.title.position.indexOf(\"bottom\")&&(o.y+=(1+a)*t.r);var l,c,u=(l=t.r,c=t.trace.aspectratio,l/(void 0===c?1:c)),h=e.w*(i.domain.x[1]-i.domain.x[0])/2;return-1!==i.title.position.indexOf(\"left\")?(h+=u,o.x-=(1+a)*u,s.tx+=t.titleBox.width/2):-1!==i.title.position.indexOf(\"center\")?h*=2:-1!==i.title.position.indexOf(\"right\")&&(h+=u,o.x+=(1+a)*u,s.tx-=t.titleBox.width/2),r=h/t.titleBox.width,n=E(t,e)/t.titleBox.height,{x:o.x,y:o.y,scale:Math.min(r,n),tx:s.tx,ty:s.ty}}function E(t,e){var r=t.trace,n=e.h*(r.domain.y[1]-r.domain.y[0]);return Math.min(t.titleBox.height,n/2)}function L(t){var e,r=t.pull;if(!r)return 0;if(Array.isArray(r))for(r=0,e=0;e<t.pull.length;e++)t.pull[e]>r&&(r=t.pull[e]);return r}function C(t,e){for(var r=[],n=0;n<t.length;n++){var a=t[n][0],i=a.trace,o=i.domain,s=e.w*(o.x[1]-o.x[0]),l=e.h*(o.y[1]-o.y[0]);i.title.text&&\"middle center\"!==i.title.position&&(l-=E(a,e));var c=s/2,u=l/2;\"funnelarea\"!==i.type||i.scalegroup||(u/=i.aspectratio),a.r=Math.min(c,u)/(1+L(i)),a.cx=e.l+e.w*(i.domain.x[1]+i.domain.x[0])/2,a.cy=e.t+e.h*(1-i.domain.y[0])-l/2,i.title.text&&-1!==i.title.position.indexOf(\"bottom\")&&(a.cy-=E(a,e)),i.scalegroup&&-1===r.indexOf(i.scalegroup)&&r.push(i.scalegroup)}!function(t,e){for(var r,n,a,i=0;i<e.length;i++){var o=1/0,s=e[i];for(n=0;n<t.length;n++)if(r=t[n][0],(a=r.trace).scalegroup===s){var l;if(\"pie\"===a.type)l=r.r*r.r;else if(\"funnelarea\"===a.type){var c,u;a.aspectratio>1?(c=r.r,u=c/a.aspectratio):(u=r.r,c=u*a.aspectratio),c*=(1+a.baseratio)/2,l=c*u}o=Math.min(o,l/r.vTotal)}for(n=0;n<t.length;n++)if(r=t[n][0],(a=r.trace).scalegroup===s){var h=o*r.vTotal;\"funnelarea\"===a.type&&(h/=(1+a.baseratio)/2,h/=a.aspectratio),r.r=Math.sqrt(h)}}}(t,r)}function P(t,e){return[t*Math.sin(e),-t*Math.cos(e)]}function O(t,e,r){var n=t._fullLayout,a=r.trace,i=a.texttemplate,o=a.textinfo;if(!i&&o&&\"none\"!==o){var s,c=o.split(\"+\"),u=function(t){return-1!==c.indexOf(t)},h=u(\"label\"),f=u(\"text\"),d=u(\"value\"),v=u(\"percent\"),m=n.separators;if(s=h?[e.label]:[],f){var y=p.getFirstFilled(a.text,e.pts);g(y)&&s.push(y)}d&&s.push(p.formatPieValue(e.v,m)),v&&s.push(p.formatPiePercent(e.v/r.vTotal,m)),e.text=s.join(\"<br>\")}if(i){var x=l.castOption(a,e.i,\"texttemplate\");if(x){var b=function(t){return{label:t.label,value:t.v,valueLabel:p.formatPieValue(t.v,n.separators),percent:t.v/r.vTotal,percentLabel:p.formatPiePercent(t.v/r.vTotal,n.separators),color:t.color,text:t.text,customdata:l.castOption(a,t.i,\"customdata\")}}(e),_=p.getFirstFilled(a.text,e.pts);(g(_)||\"\"===_)&&(b.text=_),e.text=l.texttemplateString(x,b,t._fullLayout._d3locale,b,a._meta||{})}else e.text=\"\"}}function z(t,e){var r=t.rotate,n=t.scale;n>1&&(n=1);var a=r*Math.PI/180,i=Math.cos(a),o=Math.sin(a),s=(e.left+e.right)/2,l=(e.top+e.bottom)/2;t.textX=s*i-l*o,t.textY=s*o+l*i,t.noCenter=!0}e.exports={plot:function(t,e){var r=t._fullLayout,i=r._size;f(\"pie\",r),y(e,t),C(e,i);var u=l.makeTraceGroups(r._pielayer,e,\"trace\").each(function(e){var u=n.select(this),f=e[0],d=f.trace;!function(t){var e,r,n,a=t[0],i=a.r,o=a.trace,s=o.rotation*Math.PI/180,l=2*Math.PI/a.vTotal,c=\"px0\",u=\"px1\";if(\"counterclockwise\"===o.direction){for(e=0;e<t.length&&t[e].hidden;e++);if(e===t.length)return;s+=l*t[e].v,l*=-1,c=\"px1\",u=\"px0\"}for(n=P(i,s),e=0;e<t.length;e++)(r=t[e]).hidden||(r[c]=n,r.startangle=s,s+=l*r.v/2,r.pxmid=P(i,s),r.midangle=s,s+=l*r.v/2,n=P(i,s),r.stopangle=s,r[u]=n,r.largeArc=r.v>a.vTotal/2?1:0,r.halfangle=Math.PI*Math.min(r.v/a.vTotal,.5),r.ring=1-o.hole,r.rInscribed=M(r,a))}(e),u.attr(\"stroke-linejoin\",\"round\"),u.each(function(){var g=n.select(this).selectAll(\"g.slice\").data(e);g.enter().append(\"g\").classed(\"slice\",!0),g.exit().remove();var y=[[[],[]],[[],[]]],b=!1;g.each(function(a,i){if(a.hidden)n.select(this).selectAll(\"path,g\").remove();else{a.pointNumber=a.i,a.curveNumber=d.index,y[a.pxmid[1]<0?0:1][a.pxmid[0]<0?0:1].push(a);var o=f.cx,u=f.cy,g=n.select(this),_=g.selectAll(\"path.surface\").data([a]);if(_.enter().append(\"path\").classed(\"surface\",!0).style({\"pointer-events\":\"all\"}),g.call(v,t,e),d.pull){var w=+p.castOption(d.pull,a.pts)||0;w>0&&(o+=w*a.pxmid[0],u+=w*a.pxmid[1])}a.cxFinal=o,a.cyFinal=u;var k=d.hole;if(a.v===f.vTotal){var T=\"M\"+(o+a.px0[0])+\",\"+(u+a.px0[1])+C(a.px0,a.pxmid,!0,1)+C(a.pxmid,a.px0,!0,1)+\"Z\";k?_.attr(\"d\",\"M\"+(o+k*a.px0[0])+\",\"+(u+k*a.px0[1])+C(a.px0,a.pxmid,!1,k)+C(a.pxmid,a.px0,!1,k)+\"Z\"+T):_.attr(\"d\",T)}else{var M=C(a.px0,a.px1,!0,1);if(k){var S=1-k;_.attr(\"d\",\"M\"+(o+k*a.px1[0])+\",\"+(u+k*a.px1[1])+C(a.px1,a.px0,!1,k)+\"l\"+S*a.px0[0]+\",\"+S*a.px0[1]+M+\"Z\")}else _.attr(\"d\",\"M\"+o+\",\"+u+\"l\"+a.px0[0]+\",\"+a.px0[1]+M+\"Z\")}O(t,a,f);var E=p.castOption(d.textposition,a.pts),L=g.selectAll(\"g.slicetext\").data(a.text&&\"none\"!==E?[0]:[]);L.enter().append(\"g\").classed(\"slicetext\",!0),L.exit().remove(),L.each(function(){var g=l.ensureSingle(n.select(this),\"text\",\"\",function(t){t.attr(\"data-notex\",1)}),v=l.ensureUniformFontSize(t,\"outside\"===E?function(t,e,r){var n=p.castOption(t.outsidetextfont.color,e.pts)||p.castOption(t.textfont.color,e.pts)||r.color,a=p.castOption(t.outsidetextfont.family,e.pts)||p.castOption(t.textfont.family,e.pts)||r.family,i=p.castOption(t.outsidetextfont.size,e.pts)||p.castOption(t.textfont.size,e.pts)||r.size;return{color:n,family:a,size:i}}(d,a,r.font):m(d,a,r.font));g.text(a.text).attr({class:\"slicetext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,v).call(c.convertToTspans,t);var y,_=s.bBox(g.node());if(\"outside\"===E)y=A(_,a);else if(y=x(_,a,f),\"auto\"===E&&y.scale<1){var w=l.ensureUniformFontSize(t,d.outsidetextfont);g.call(s.font,w),y=A(_=s.bBox(g.node()),a)}var k=y.textPosAngle,T=void 0===k?a.pxmid:P(f.r,k);if(y.targetX=o+T[0]*y.rCenter+(y.x||0),y.targetY=u+T[1]*y.rCenter+(y.y||0),z(y,_),y.outside){var M=y.targetY;a.yLabelMin=M-_.height/2,a.yLabelMid=M,a.yLabelMax=M+_.height/2,a.labelExtraX=0,a.labelExtraY=0,b=!0}y.fontSize=v.size,h(d.type,y,r),e[i].transform=y,g.attr(\"transform\",l.getTextTransform(y))})}function C(t,e,r,n){var i=n*(e[0]-t[0]),o=n*(e[1]-t[1]);return\"a\"+n*f.r+\",\"+n*f.r+\" 0 \"+a.largeArc+(r?\" 1 \":\" 0 \")+i+\",\"+o}});var _=n.select(this).selectAll(\"g.titletext\").data(d.title.text?[0]:[]);if(_.enter().append(\"g\").classed(\"titletext\",!0),_.exit().remove(),_.each(function(){var e,r=l.ensureSingle(n.select(this),\"text\",\"\",function(t){t.attr(\"data-notex\",1)}),a=d.title.text;d._meta&&(a=l.templateString(a,d._meta)),r.text(a).attr({class:\"titletext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,d.title.font).call(c.convertToTspans,t),e=\"middle center\"===d.title.position?function(t){var e=Math.sqrt(t.titleBox.width*t.titleBox.width+t.titleBox.height*t.titleBox.height);return{x:t.cx,y:t.cy,scale:t.trace.hole*t.r*2/e,tx:0,ty:-t.titleBox.height/2+t.trace.title.font.size}}(f):S(f,i),r.attr(\"transform\",\"translate(\"+e.x+\",\"+e.y+\")\"+(e.scale<1?\"scale(\"+e.scale+\")\":\"\")+\"translate(\"+e.tx+\",\"+e.ty+\")\")}),b&&function(t,e){var r,n,a,i,o,s,l,c,u,h,f,d,g;function v(t,e){return t.pxmid[1]-e.pxmid[1]}function m(t,e){return e.pxmid[1]-t.pxmid[1]}function y(t,r){r||(r={});var a,c,u,f,d,g,v=r.labelExtraY+(n?r.yLabelMax:r.yLabelMin),m=n?t.yLabelMin:t.yLabelMax,y=n?t.yLabelMax:t.yLabelMin,x=t.cyFinal+o(t.px0[1],t.px1[1]),b=v-m;if(b*l>0&&(t.labelExtraY=b),Array.isArray(e.pull))for(c=0;c<h.length;c++)(u=h[c])===t||(p.castOption(e.pull,t.pts)||0)>=(p.castOption(e.pull,u.pts)||0)||((t.pxmid[1]-u.pxmid[1])*l>0?(f=u.cyFinal+o(u.px0[1],u.px1[1]),(b=f-m-t.labelExtraY)*l>0&&(t.labelExtraY+=b)):(y+t.labelExtraY-x)*l>0&&(a=3*s*Math.abs(c-h.indexOf(t)),d=u.cxFinal+i(u.px0[0],u.px1[0]),(g=d+a-(t.cxFinal+t.pxmid[0])-t.labelExtraX)*s>0&&(t.labelExtraX+=g)))}for(n=0;n<2;n++)for(a=n?v:m,o=n?Math.max:Math.min,l=n?1:-1,r=0;r<2;r++){for(i=r?Math.max:Math.min,s=r?1:-1,(c=t[n][r]).sort(a),u=t[1-n][r],h=u.concat(c),d=[],f=0;f<c.length;f++)void 0!==c[f].yLabelMid&&d.push(c[f]);for(g=!1,f=0;n&&f<u.length;f++)if(void 0!==u[f].yLabelMid){g=u[f];break}for(f=0;f<d.length;f++){var x=f&&d[f-1];g&&!f&&(x=g),y(d[f],x)}}}(y,d),function(t,e){t.each(function(t){var r=n.select(this);if(t.labelExtraX||t.labelExtraY){var a=r.select(\"g.slicetext text\");t.transform.targetX+=t.labelExtraX,t.transform.targetY+=t.labelExtraY,a.attr(\"transform\",l.getTextTransform(t.transform));var i=t.cxFinal+t.pxmid[0],s=t.cyFinal+t.pxmid[1],c=\"M\"+i+\",\"+s,u=(t.yLabelMax-t.yLabelMin)*(t.pxmid[0]<0?-1:1)/4;if(t.labelExtraX){var h=t.labelExtraX*t.pxmid[1]/t.pxmid[0],f=t.yLabelMid+t.labelExtraY-(t.cyFinal+t.pxmid[1]);Math.abs(h)>Math.abs(f)?c+=\"l\"+f*t.pxmid[0]/t.pxmid[1]+\",\"+f+\"H\"+(i+t.labelExtraX+u):c+=\"l\"+t.labelExtraX+\",\"+h+\"v\"+(f-h)+\"h\"+u}else c+=\"V\"+(t.yLabelMid+t.labelExtraY)+\"h\"+u;l.ensureSingle(r,\"path\",\"textline\").call(o.stroke,e.outsidetextfont.color).attr({\"stroke-width\":Math.min(2,e.outsidetextfont.size/8),d:c,fill:\"none\"})}else r.select(\"path.textline\").remove()})}(g,d),b&&d.automargin){var w=s.bBox(u.node()),k=d.domain,T=i.w*(k.x[1]-k.x[0]),M=i.h*(k.y[1]-k.y[0]),E=(.5*T-f.r)/i.w,L=(.5*M-f.r)/i.h;a.autoMargin(t,\"pie.\"+d.uid+\".automargin\",{xl:k.x[0]-E,xr:k.x[1]+E,yb:k.y[0]-L,yt:k.y[1]+L,l:Math.max(f.cx-f.r-w.left,0),r:Math.max(w.right-(f.cx+f.r),0),b:Math.max(w.bottom-(f.cy+f.r),0),t:Math.max(f.cy-f.r-w.top,0),pad:5})}})});setTimeout(function(){u.selectAll(\"tspan\").each(function(){var t=n.select(this);t.attr(\"dy\")&&t.attr(\"dy\",t.attr(\"dy\"))})},0)},formatSliceLabel:O,transformInsideText:x,determineInsideTextFont:m,positionTitleOutside:S,prerenderTitles:y,layoutAreas:C,attachFxHandlers:v,computeTransform:z}},{\"../../components/color\":592,\"../../components/drawing\":613,\"../../components/fx\":630,\"../../lib\":717,\"../../lib/svg_text_utils\":741,\"../../plots/plots\":826,\"../bar/uniform_text\":872,\"./event_data\":1098,\"./helpers\":1099,d3:165}],1104:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"./style_one\"),i=t(\"../bar/uniform_text\").resizeText;e.exports=function(t){var e=t._fullLayout._pielayer.selectAll(\".trace\");i(t,e,\"pie\"),e.each(function(t){var e=t[0].trace,r=n.select(this);r.style({opacity:e.opacity}),r.selectAll(\"path.surface\").each(function(t){n.select(this).call(a,t,e)})})}},{\"../bar/uniform_text\":872,\"./style_one\":1105,d3:165}],1105:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),a=t(\"./helpers\").castOption;e.exports=function(t,e,r){var i=r.marker.line,o=a(i.color,e.pts)||n.defaultLine,s=a(i.width,e.pts)||0;t.style(\"stroke-width\",s).call(n.fill,e.color).call(n.stroke,o)}},{\"../../components/color\":592,\"./helpers\":1099}],1106:[function(t,e,r){\"use strict\";var n=t(\"../scatter/attributes\");e.exports={x:n.x,y:n.y,xy:{valType:\"data_array\",editType:\"calc\"},indices:{valType:\"data_array\",editType:\"calc\"},xbounds:{valType:\"data_array\",editType:\"calc\"},ybounds:{valType:\"data_array\",editType:\"calc\"},text:n.text,marker:{color:{valType:\"color\",arrayOk:!1,editType:\"calc\"},opacity:{valType:\"number\",min:0,max:1,dflt:1,arrayOk:!1,editType:\"calc\"},blend:{valType:\"boolean\",dflt:null,editType:\"calc\"},sizemin:{valType:\"number\",min:.1,max:2,dflt:.5,editType:\"calc\"},sizemax:{valType:\"number\",min:.1,dflt:20,editType:\"calc\"},border:{color:{valType:\"color\",arrayOk:!1,editType:\"calc\"},arearatio:{valType:\"number\",min:0,max:1,dflt:0,editType:\"calc\"},editType:\"calc\"},editType:\"calc\"},transforms:void 0}},{\"../scatter/attributes\":1120}],1107:[function(t,e,r){\"use strict\";var n=t(\"gl-pointcloud2d\"),a=t(\"../../lib/str2rgbarray\"),i=t(\"../../plots/cartesian/autorange\").findExtremes,o=t(\"../scatter/get_trace_color\");function s(t,e){this.scene=t,this.uid=e,this.type=\"pointcloud\",this.pickXData=[],this.pickYData=[],this.xData=[],this.yData=[],this.textLabels=[],this.color=\"rgb(0, 0, 0)\",this.name=\"\",this.hoverinfo=\"all\",this.idToIndex=new Int32Array(0),this.bounds=[0,0,0,0],this.pointcloudOptions={positions:new Float32Array(0),idToIndex:this.idToIndex,sizemin:.5,sizemax:12,color:[0,0,0,1],areaRatio:1,borderColor:[0,0,0,1]},this.pointcloud=n(t.glplot,this.pointcloudOptions),this.pointcloud._trace=this}var l=s.prototype;l.handlePick=function(t){var e=this.idToIndex[t.pointId];return{trace:this,dataCoord:t.dataCoord,traceCoord:this.pickXYData?[this.pickXYData[2*e],this.pickXYData[2*e+1]]:[this.pickXData[e],this.pickYData[e]],textLabel:Array.isArray(this.textLabels)?this.textLabels[e]:this.textLabels,color:this.color,name:this.name,pointIndex:e,hoverinfo:this.hoverinfo}},l.update=function(t){this.index=t.index,this.textLabels=t.text,this.name=t.name,this.hoverinfo=t.hoverinfo,this.bounds=[1/0,1/0,-1/0,-1/0],this.updateFast(t),this.color=o(t,{})},l.updateFast=function(t){var e,r,n,o,s,l,c=this.xData=this.pickXData=t.x,u=this.yData=this.pickYData=t.y,h=this.pickXYData=t.xy,f=t.xbounds&&t.ybounds,p=t.indices,d=this.bounds;if(h){if(n=h,e=h.length>>>1,f)d[0]=t.xbounds[0],d[2]=t.xbounds[1],d[1]=t.ybounds[0],d[3]=t.ybounds[1];else for(l=0;l<e;l++)o=n[2*l],s=n[2*l+1],o<d[0]&&(d[0]=o),o>d[2]&&(d[2]=o),s<d[1]&&(d[1]=s),s>d[3]&&(d[3]=s);if(p)r=p;else for(r=new Int32Array(e),l=0;l<e;l++)r[l]=l}else for(e=c.length,n=new Float32Array(2*e),r=new Int32Array(e),l=0;l<e;l++)o=c[l],s=u[l],r[l]=l,n[2*l]=o,n[2*l+1]=s,o<d[0]&&(d[0]=o),o>d[2]&&(d[2]=o),s<d[1]&&(d[1]=s),s>d[3]&&(d[3]=s);this.idToIndex=r,this.pointcloudOptions.idToIndex=r,this.pointcloudOptions.positions=n;var g=a(t.marker.color),v=a(t.marker.border.color),m=t.opacity*t.marker.opacity;g[3]*=m,this.pointcloudOptions.color=g;var y=t.marker.blend;if(null===y){y=c.length<100||u.length<100}this.pointcloudOptions.blend=y,v[3]*=m,this.pointcloudOptions.borderColor=v;var x=t.marker.sizemin,b=Math.max(t.marker.sizemax,t.marker.sizemin);this.pointcloudOptions.sizeMin=x,this.pointcloudOptions.sizeMax=b,this.pointcloudOptions.areaRatio=t.marker.border.arearatio,this.pointcloud.update(this.pointcloudOptions);var _=this.scene.xaxis,w=this.scene.yaxis,k=b/2||.5;t._extremes[_._id]=i(_,[d[0],d[2]],{ppad:k}),t._extremes[w._id]=i(w,[d[1],d[3]],{ppad:k})},l.dispose=function(){this.pointcloud.dispose()},e.exports=function(t,e){var r=new s(t,e.uid);return 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n=\"bgsankey-\"+e.trace.uid+\"-\"+r;h.ensureSingle(t._fullLayout._draggers,\"rect\",n),t._fullData[r]._bgRect=a.select(\".\"+n),t._fullData[r]._bgRect.style(\"pointer-events\",\"all\").attr(\"width\",e.width).attr(\"height\",e.height).attr(\"x\",e.translateX).attr(\"y\",e.translateY).classed(\"bgsankey\",!0).style({fill:\"transparent\",\"stroke-width\":0})}),_.transition().ease(n.ease).duration(n.duration).attr(\"transform\",T);var z=_.selectAll(\".\"+n.cn.sankeyLinks).data(d,p);z.enter().append(\"g\").classed(n.cn.sankeyLinks,!0).style(\"fill\",\"none\");var I=z.selectAll(\".\"+n.cn.sankeyLink).data(function(t){return t.graph.links.filter(function(t){return t.value}).map(function(t,e,r){var n=i(e.color),a=e.source.label+\"|\"+e.target.label+\"__\"+r;return e.trace=t.trace,e.curveNumber=t.trace.index,{circular:t.circular,key:a,traceId:t.key,pointNumber:e.pointNumber,link:e,tinyColorHue:o.tinyRGB(n),tinyColorAlpha:n.getAlpha(),linkPath:y,linkLineColor:t.linkLineColor,linkLineWidth:t.linkLineWidth,valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,parent:t,interactionState:t.interactionState,flow:e.flow}}.bind(null,t))},p);I.enter().append(\"path\").classed(n.cn.sankeyLink,!0).call(P,_,f.linkEvents),I.style(\"stroke\",function(t){return k(t)?o.tinyRGB(i(t.linkLineColor)):t.tinyColorHue}).style(\"stroke-opacity\",function(t){return k(t)?o.opacity(t.linkLineColor):t.tinyColorAlpha}).style(\"fill\",function(t){return t.tinyColorHue}).style(\"fill-opacity\",function(t){return t.tinyColorAlpha}).style(\"stroke-width\",function(t){return k(t)?t.linkLineWidth:1}).attr(\"d\",y()),I.style(\"opacity\",function(){return t._context.staticPlot||v||m?1:0}).transition().ease(n.ease).duration(n.duration).style(\"opacity\",1),I.exit().transition().ease(n.ease).duration(n.duration).style(\"opacity\",0).remove();var D=_.selectAll(\".\"+n.cn.sankeyNodeSet).data(d,p);D.enter().append(\"g\").classed(n.cn.sankeyNodeSet,!0),D.style(\"cursor\",function(t){switch(t.arrangement){case\"fixed\":return\"default\";case\"perpendicular\":return\"ns-resize\";default:return\"move\"}});var R=D.selectAll(\".\"+n.cn.sankeyNode).data(function(t){var e=t.graph.nodes;return function(t){var e,r=[];for(e=0;e<t.length;e++)t[e].originalX=(t[e].x0+t[e].x1)/2,t[e].originalY=(t[e].y0+t[e].y1)/2,-1===r.indexOf(t[e].originalX)&&r.push(t[e].originalX);for(r.sort(function(t,e){return t-e}),e=0;e<t.length;e++)t[e].originalLayerIndex=r.indexOf(t[e].originalX),t[e].originalLayer=t[e].originalLayerIndex/(r.length-1)}(e),e.map(function(t,e){var r=i(e.color),a=n.nodePadAcross,s=t.nodePad/2;e.dx=e.x1-e.x0,e.dy=e.y1-e.y0;var l=e.dx,c=Math.max(.5,e.dy),u=\"node_\"+e.pointNumber;return e.group&&(u=h.randstr()),e.trace=t.trace,e.curveNumber=t.trace.index,{index:e.pointNumber,key:u,partOfGroup:e.partOfGroup||!1,group:e.group,traceId:t.key,trace:t.trace,node:e,nodePad:t.nodePad,nodeLineColor:t.nodeLineColor,nodeLineWidth:t.nodeLineWidth,textFont:t.textFont,size:t.horizontal?t.height:t.width,visibleWidth:Math.ceil(l),visibleHeight:c,zoneX:-a,zoneY:-s,zoneWidth:l+2*a,zoneHeight:c+2*s,labelY:t.horizontal?e.dy/2+1:e.dx/2+1,left:1===e.originalLayer,sizeAcross:t.width,forceLayouts:t.forceLayouts,horizontal:t.horizontal,darkBackground:r.getBrightness()<=128,tinyColorHue:o.tinyRGB(r),tinyColorAlpha:r.getAlpha(),valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,graph:t.graph,arrangement:t.arrangement,uniqueNodeLabelPathId:[t.guid,t.key,u].join(\"_\"),interactionState:t.interactionState,figure:t}}.bind(null,t))},p);R.enter().append(\"g\").classed(n.cn.sankeyNode,!0).call(x).style(\"opacity\",function(e){return!t._context.staticPlot&&!v||e.partOfGroup?0:1}),R.call(P,_,f.nodeEvents).call(O,I,f,t),R.transition().ease(n.ease).duration(n.duration).call(x).style(\"opacity\",function(t){return t.partOfGroup?0:1}),R.exit().transition().ease(n.ease).duration(n.duration).style(\"opacity\",0).remove();var F=R.selectAll(\".\"+n.cn.nodeRect).data(d);F.enter().append(\"rect\").classed(n.cn.nodeRect,!0).call(w),F.style(\"stroke-width\",function(t){return t.nodeLineWidth}).style(\"stroke\",function(t){return o.tinyRGB(i(t.nodeLineColor))}).style(\"stroke-opacity\",function(t){return o.opacity(t.nodeLineColor)}).style(\"fill\",function(t){return t.tinyColorHue}).style(\"fill-opacity\",function(t){return t.tinyColorAlpha}),F.transition().ease(n.ease).duration(n.duration).call(w);var B=R.selectAll(\".\"+n.cn.nodeCapture).data(d);B.enter().append(\"rect\").classed(n.cn.nodeCapture,!0).style(\"fill-opacity\",0),B.attr(\"x\",function(t){return t.zoneX}).attr(\"y\",function(t){return t.zoneY}).attr(\"width\",function(t){return t.zoneWidth}).attr(\"height\",function(t){return t.zoneHeight});var 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d=t.opacity;if(t.marker&&t.marker.opacity&&(d*=t.marker.opacity),r={gl:this.scene.glplot.gl,position:p.position,color:p.scatterColor,size:p.scatterSize,glyph:p.scatterMarker,opacity:d,orthographic:!0,lineWidth:p.scatterLineWidth,lineColor:p.scatterLineColor,project:p.project,projectScale:p.projectScale,projectOpacity:p.projectOpacity},-1!==this.mode.indexOf(\"markers\")?this.scatterPlot?this.scatterPlot.update(r):(this.scatterPlot=a(r),this.scatterPlot._trace=this,this.scatterPlot.highlightScale=1,this.scene.glplot.add(this.scatterPlot)):this.scatterPlot&&(this.scene.glplot.remove(this.scatterPlot),this.scatterPlot.dispose(),this.scatterPlot=null),c={gl:this.scene.glplot.gl,position:p.position,glyph:p.text,color:p.textColor,size:p.textSize,angle:p.textAngle,alignment:p.textOffset,font:p.textFont,orthographic:!0,lineWidth:0,project:!1,opacity:t.opacity},this.textLabels=t.hovertext||t.text,-1!==this.mode.indexOf(\"text\")?this.textMarkers?this.textMarkers.update(c):(this.textMarkers=a(c),this.textMarkers._trace=this,this.textMarkers.highlightScale=1,this.scene.glplot.add(this.textMarkers)):this.textMarkers&&(this.scene.glplot.remove(this.textMarkers),this.textMarkers.dispose(),this.textMarkers=null),l={gl:this.scene.glplot.gl,position:p.position,color:p.errorColor,error:p.errorBounds,lineWidth:p.errorLineWidth,capSize:p.errorCapSize,opacity:t.opacity},this.errorBars?p.errorBounds?this.errorBars.update(l):(this.scene.glplot.remove(this.errorBars),this.errorBars.dispose(),this.errorBars=null):p.errorBounds&&(this.errorBars=i(l),this.errorBars._trace=this,this.scene.glplot.add(this.errorBars)),p.delaunayAxis>=0){var 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n=t(\"../../lib\"),a=t(\"../scatter/constants\"),i=t(\"../scatter/subtypes\"),o=t(\"../scatter/marker_defaults\"),s=t(\"../scatter/line_defaults\"),l=t(\"../scatter/line_shape_defaults\"),c=t(\"../scatter/text_defaults\"),u=t(\"../scatter/fillcolor_defaults\"),h=t(\"./attributes\");e.exports=function(t,e,r,f){function p(r,a){return n.coerce(t,e,h,r,a)}p(\"carpet\"),e.xaxis=\"x\",e.yaxis=\"y\";var d=p(\"a\"),g=p(\"b\"),v=Math.min(d.length,g.length);if(v){e._length=v,p(\"text\"),p(\"texttemplate\"),p(\"hovertext\"),p(\"mode\",v<a.PTS_LINESONLY?\"lines+markers\":\"lines\"),i.hasLines(e)&&(s(t,e,r,f,p),l(t,e,p),p(\"connectgaps\")),i.hasMarkers(e)&&o(t,e,r,f,p,{gradient:!0}),i.hasText(e)&&c(t,e,f,p);var m=[];(i.hasMarkers(e)||i.hasText(e))&&(p(\"marker.maxdisplayed\"),m.push(\"points\")),p(\"fill\"),\"none\"!==e.fill&&(u(t,e,r,p),i.hasLines(e)||l(t,e,p)),\"tonext\"!==e.fill&&\"toself\"!==e.fill||m.push(\"fills\"),\"fills\"!==p(\"hoveron\",m.join(\"+\")||\"points\")&&p(\"hovertemplate\"),n.coerceSelectionMarkerOpacity(e,p)}else e.visible=!1}},{\"../../lib\":717,\"../scatter/constants\":1124,\"../scatter/fillcolor_defaults\":1128,\"../scatter/line_defaults\":1133,\"../scatter/line_shape_defaults\":1135,\"../scatter/marker_defaults\":1139,\"../scatter/subtypes\":1144,\"../scatter/text_defaults\":1145,\"./attributes\":1153}],1156:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,a){var i=n[a];return t.a=i.a,t.b=i.b,t.y=i.y,t}},{}],1157:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r={},n=e._carpet,a=n.ab2ij([t.a,t.b]),i=Math.floor(a[0]),o=a[0]-i,s=Math.floor(a[1]),l=a[1]-s,c=n.evalxy([],i,s,o,l);return r.yLabel=c[1].toFixed(3),r}},{}],1158:[function(t,e,r){\"use strict\";var n=t(\"../scatter/hover\"),a=t(\"../../lib\").fillText;e.exports=function(t,e,r,i){var o=n(t,e,r,i);if(o&&!1!==o[0].index){var s=o[0];if(void 0===s.index){var l=1-s.y0/t.ya._length,c=t.xa._length,u=c*l/2,h=c-u;return s.x0=Math.max(Math.min(s.x0,h),u),s.x1=Math.max(Math.min(s.x1,h),u),o}var f=s.cd[s.index];s.a=f.a,s.b=f.b,s.xLabelVal=void 0,s.yLabelVal=void 0;var p=s.trace,d=p._carpet,g=p._module.formatLabels(f,p);s.yLabel=g.yLabel,delete s.text;var v=[];if(!p.hovertemplate){var m=(f.hi||p.hoverinfo).split(\"+\");-1!==m.indexOf(\"all\")&&(m=[\"a\",\"b\",\"text\"]),-1!==m.indexOf(\"a\")&&y(d.aaxis,f.a),-1!==m.indexOf(\"b\")&&y(d.baxis,f.b),v.push(\"y: \"+s.yLabel),-1!==m.indexOf(\"text\")&&a(f,p,v),s.extraText=v.join(\"<br>\")}return o}function y(t,e){var r;r=t.labelprefix&&t.labelprefix.length>0?t.labelprefix.replace(/ = $/,\"\"):t._hovertitle,v.push(r+\": \"+e.toFixed(3)+t.labelsuffix)}}},{\"../../lib\":717,\"../scatter/hover\":1131}],1159:[function(t,e,r){\"use 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n=t(\"../scatter/plot\"),a=t(\"../../plots/cartesian/axes\"),i=t(\"../../components/drawing\");e.exports=function(t,e,r,o){var s,l,c,u=r[0][0].carpet,h={xaxis:a.getFromId(t,u.xaxis||\"x\"),yaxis:a.getFromId(t,u.yaxis||\"y\"),plot:e.plot};for(n(t,h,r,o),s=0;s<r.length;s++)l=r[s][0].trace,c=o.selectAll(\"g.trace\"+l.uid+\" .js-line\"),i.setClipUrl(c,r[s][0].carpet._clipPathId,t)}},{\"../../components/drawing\":613,\"../../plots/cartesian/axes\":765,\"../scatter/plot\":1140}],1161:[function(t,e,r){\"use strict\";var n=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../../plots/template_attributes\").texttemplateAttrs,i=t(\"../scatter/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../components/colorscale/attributes\"),l=t(\"../../components/drawing/attributes\").dash,c=t(\"../../lib/extend\").extendFlat,u=t(\"../../plot_api/edit_types\").overrideAll,h=i.marker,f=i.line,p=h.line;e.exports=u({lon:{valType:\"data_array\"},lat:{valType:\"data_array\"},locations:{valType:\"data_array\"},locationmode:{valType:\"enumerated\",values:[\"ISO-3\",\"USA-states\",\"country 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n=t(\"../../lib\"),a=t(\"../scatter/subtypes\"),i=t(\"../scatter/marker_defaults\"),o=t(\"../scatter/line_defaults\"),s=t(\"../scatter/text_defaults\"),l=t(\"../scatter/fillcolor_defaults\"),c=t(\"./attributes\");e.exports=function(t,e,r,u){function h(r,a){return n.coerce(t,e,c,r,a)}var f,p=h(\"locations\");if(p&&p.length){var d,g=h(\"geojson\");(\"string\"==typeof g&&\"\"!==g||n.isPlainObject(g))&&(d=\"geojson-id\"),\"geojson-id\"===h(\"locationmode\",d)&&h(\"featureidkey\"),f=p.length}else{var v=h(\"lon\")||[],m=h(\"lat\")||[];f=Math.min(v.length,m.length)}f?(e._length=f,h(\"text\"),h(\"hovertext\"),h(\"hovertemplate\"),h(\"mode\"),a.hasLines(e)&&(o(t,e,r,u,h),h(\"connectgaps\")),a.hasMarkers(e)&&i(t,e,r,u,h,{gradient:!0}),a.hasText(e)&&(h(\"texttemplate\"),s(t,e,u,h)),h(\"fill\"),\"none\"!==e.fill&&l(t,e,r,h),n.coerceSelectionMarkerOpacity(e,h)):e.visible=!1}},{\"../../lib\":717,\"../scatter/fillcolor_defaults\":1128,\"../scatter/line_defaults\":1133,\"../scatter/marker_defaults\":1139,\"../scatter/subtypes\":1144,\"../scatter/text_defaults\":1145,\"./attributes\":1161}],1164:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,a){t.lon=e.lon,t.lat=e.lat,t.location=e.loc?e.loc:null;var i=n[a];return i.fIn&&i.fIn.properties&&(t.properties=i.fIn.properties),t}},{}],1165:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\");e.exports=function(t,e,r){var a={},i=r[e.geo]._subplot.mockAxis,o=t.lonlat;return 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t.lonLabel=b.lonLabel,t.latLabel=b.latLabel,t.color=i(c,g),t.extraText=function(t,e,r,n){if(t.hovertemplate)return;var a=e.hi||t.hoverinfo,i=\"all\"===a?s.hoverinfo.flags:a.split(\"+\"),l=-1!==i.indexOf(\"location\")&&Array.isArray(t.locations),c=-1!==i.indexOf(\"lon\"),u=-1!==i.indexOf(\"lat\"),h=-1!==i.indexOf(\"text\"),f=[];function p(t){return t+\"\\xb0\"}l?f.push(e.loc):c&&u?f.push(\"(\"+p(r.lonLabel)+\", \"+p(r.latLabel)+\")\"):c?f.push(n.lon+p(r.lonLabel)):u&&f.push(n.lat+p(r.latLabel));h&&o(e,t,f);return f.join(\"<br>\")}(c,g,t,l[0].t.labels),t.hovertemplate=c.hovertemplate,[t]}}},{\"../../components/fx\":630,\"../../constants/numerical\":693,\"../../lib\":717,\"../scatter/get_trace_color\":1130,\"./attributes\":1161}],1167:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),colorbar:t(\"../scatter/marker_colorbar\"),formatLabels:t(\"./format_labels\"),calc:t(\"./calc\"),calcGeoJSON:t(\"./plot\").calcGeoJSON,plot:t(\"./plot\").plot,style:t(\"./style\"),styleOnSelect:t(\"../scatter/style\").styleOnSelect,hoverPoints:t(\"./hover\"),eventData:t(\"./event_data\"),selectPoints:t(\"./select\"),moduleType:\"trace\",name:\"scattergeo\",basePlotModule:t(\"../../plots/geo\"),categories:[\"geo\",\"symbols\",\"showLegend\",\"scatter-like\"],meta:{}}},{\"../../plots/geo\":795,\"../scatter/marker_colorbar\":1138,\"../scatter/style\":1143,\"./attributes\":1161,\"./calc\":1162,\"./defaults\":1163,\"./event_data\":1164,\"./format_labels\":1165,\"./hover\":1166,\"./plot\":1168,\"./select\":1169,\"./style\":1170}],1168:[function(t,e,r){\"use strict\";var 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x=r[2*v+c],b=l(y,v),_=b[0],w=b[1];if(n(_)&&n(w)){var k=y-_,T=y+w;p[m+u[0]]=x-a.c2l(k),p[m+u[1]]=a.c2l(T)-x,p[m+u[2]]=0,p[m+u[3]]=0,d=Math.min(d,y-_),g=Math.max(g,y+w)}}}f[i]={positions:r,errors:p,_bnds:[d,g]}}}return p(a,l),p(i,u),f},textPosition:function(t,e,r,n){var a,i=e._length,o={};if(h.hasMarkers(e)){var s=r.font,l=r.align,c=r.baseline;for(o.offset=new Array(i),a=0;a<i;a++){var u=n.sizes?n.sizes[a]:n.size,f=Array.isArray(s)?s[a].size:s.size,p=Array.isArray(l)?l.length>1?l[a]:l[0]:l,d=Array.isArray(c)?c.length>1?c[a]:c[0]:c,g=v[p],m=v[d],y=u?u/.8+1:0,x=-m*y-.5*m;o.offset[a]=[g*y/f,x/f]}}return o}}},{\"../../components/drawing\":613,\"../../components/fx/helpers\":627,\"../../constants/interactions\":692,\"../../lib\":717,\"../../lib/gl_format_color\":714,\"../../plots/cartesian/axis_ids\":768,\"../../registry\":846,\"../scatter/make_bubble_size_func\":1137,\"../scatter/subtypes\":1144,\"./constants\":1173,\"./helpers\":1178,\"color-normalize\":122,\"fast-isnumeric\":228,\"svg-path-sdf\":534}],1175:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../registry\"),i=t(\"./helpers\"),o=t(\"./attributes\"),s=t(\"../scatter/constants\"),l=t(\"../scatter/subtypes\"),c=t(\"../scatter/xy_defaults\"),u=t(\"../scatter/marker_defaults\"),h=t(\"../scatter/line_defaults\"),f=t(\"../scatter/fillcolor_defaults\"),p=t(\"../scatter/text_defaults\");e.exports=function(t,e,r,d){function g(r,a){return n.coerce(t,e,o,r,a)}var v=!!t.marker&&i.isOpenSymbol(t.marker.symbol),m=l.isBubble(t),y=c(t,e,d,g);if(y){var x=y<s.PTS_LINESONLY?\"lines+markers\":\"lines\";g(\"text\"),g(\"hovertext\"),g(\"hovertemplate\"),g(\"mode\",x),l.hasLines(e)&&(g(\"connectgaps\"),h(t,e,r,d,g),g(\"line.shape\")),l.hasMarkers(e)&&(u(t,e,r,d,g),g(\"marker.line.width\",v||m?1:0)),l.hasText(e)&&(g(\"texttemplate\"),p(t,e,d,g));var b=(e.line||{}).color,_=(e.marker||{}).color;g(\"fill\"),\"none\"!==e.fill&&f(t,e,r,g);var w=a.getComponentMethod(\"errorbars\",\"supplyDefaults\");w(t,e,b||_||r,{axis:\"y\"}),w(t,e,b||_||r,{axis:\"x\",inherit:\"y\"}),n.coerceSelectionMarkerOpacity(e,g)}else e.visible=!1}},{\"../../lib\":717,\"../../registry\":846,\"../scatter/constants\":1124,\"../scatter/fillcolor_defaults\":1128,\"../scatter/line_defaults\":1133,\"../scatter/marker_defaults\":1139,\"../scatter/subtypes\":1144,\"../scatter/text_defaults\":1145,\"../scatter/xy_defaults\":1146,\"./attributes\":1171,\"./helpers\":1178}],1176:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../components/color\"),i=t(\"../../constants/interactions\").DESELECTDIM;e.exports={styleTextSelection:function(t){var e,r,o=t[0],s=o.trace,l=o.t,c=l._scene,u=l.index,h=c.selectBatch[u],f=c.unselectBatch[u],p=c.textOptions[u],d=c.textSelectedOptions[u]||{},g=c.textUnselectedOptions[u]||{},v=n.extendFlat({},p);if(h.length||f.length){var m=d.color,y=g.color,x=p.color,b=Array.isArray(x);for(v.color=new Array(s._length),e=0;e<h.length;e++)r=h[e],v.color[r]=m||(b?x[r]:x);for(e=0;e<f.length;e++){r=f[e];var _=b?x[r]:x;v.color[r]=y||(m?_:a.addOpacity(_,i))}}c.glText[u].update(v)}}},{\"../../components/color\":592,\"../../constants/interactions\":692,\"../../lib\":717}],1177:[function(t,e,r){\"use strict\";var n=t(\"../scatter/format_labels\");e.exports=function(t,e,r){var a=t.i;return\"x\"in t||(t.x=e._x[a]),\"y\"in t||(t.y=e._y[a]),n(t,e,r)}},{\"../scatter/format_labels\":1129}],1178:[function(t,e,r){\"use strict\";var n=t(\"./constants\");r.isOpenSymbol=function(t){return\"string\"==typeof t?n.OPEN_RE.test(t):t%200>100},r.isDotSymbol=function(t){return\"string\"==typeof t?n.DOT_RE.test(t):t>200}},{\"./constants\":1173}],1179:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),a=t(\"../../lib\"),i=t(\"../scatter/get_trace_color\");function o(t,e,r,o){var s=t.xa,l=t.ya,c=t.distance,u=t.dxy,h=t.index,f={pointNumber:h,x:e[h],y:r[h]};f.tx=Array.isArray(o.text)?o.text[h]:o.text,f.htx=Array.isArray(o.hovertext)?o.hovertext[h]:o.hovertext,f.data=Array.isArray(o.customdata)?o.customdata[h]:o.customdata,f.tp=Array.isArray(o.textposition)?o.textposition[h]:o.textposition;var p=o.textfont;p&&(f.ts=a.isArrayOrTypedArray(p.size)?p.size[h]:p.size,f.tc=Array.isArray(p.color)?p.color[h]:p.color,f.tf=Array.isArray(p.family)?p.family[h]:p.family);var d=o.marker;d&&(f.ms=a.isArrayOrTypedArray(d.size)?d.size[h]:d.size,f.mo=a.isArrayOrTypedArray(d.opacity)?d.opacity[h]:d.opacity,f.mx=a.isArrayOrTypedArray(d.symbol)?d.symbol[h]:d.symbol,f.mc=a.isArrayOrTypedArray(d.color)?d.color[h]:d.color);var g=d&&d.line;g&&(f.mlc=Array.isArray(g.color)?g.color[h]:g.color,f.mlw=a.isArrayOrTypedArray(g.width)?g.width[h]:g.width);var v=d&&d.gradient;v&&\"none\"!==v.type&&(f.mgt=Array.isArray(v.type)?v.type[h]:v.type,f.mgc=Array.isArray(v.color)?v.color[h]:v.color);var m=s.c2p(f.x,!0),y=l.c2p(f.y,!0),x=f.mrc||1,b=o.hoverlabel;b&&(f.hbg=Array.isArray(b.bgcolor)?b.bgcolor[h]:b.bgcolor,f.hbc=Array.isArray(b.bordercolor)?b.bordercolor[h]:b.bordercolor,f.hts=a.isArrayOrTypedArray(b.font.size)?b.font.size[h]:b.font.size,f.htc=Array.isArray(b.font.color)?b.font.color[h]:b.font.color,f.htf=Array.isArray(b.font.family)?b.font.family[h]:b.font.family,f.hnl=a.isArrayOrTypedArray(b.namelength)?b.namelength[h]:b.namelength);var _=o.hoverinfo;_&&(f.hi=Array.isArray(_)?_[h]:_);var w=o.hovertemplate;w&&(f.ht=Array.isArray(w)?w[h]:w);var k={};k[t.index]=f;var T=a.extendFlat({},t,{color:i(o,f),x0:m-x,x1:m+x,xLabelVal:f.x,y0:y-x,y1:y+x,yLabelVal:f.y,cd:k,distance:c,spikeDistance:u,hovertemplate:f.ht});return f.htx?T.text=f.htx:f.tx?T.text=f.tx:o.text&&(T.text=o.text),a.fillText(f,o,T),n.getComponentMethod(\"errorbars\",\"hoverInfo\")(f,o,T),T}e.exports={hoverPoints:function(t,e,r,n){var a,i,s,l,c,u,h,f,p,d=t.cd,g=d[0].t,v=d[0].trace,m=t.xa,y=t.ya,x=g.x,b=g.y,_=m.c2p(e),w=y.c2p(r),k=t.distance;if(g.tree){var T=m.p2c(_-k),M=m.p2c(_+k),A=y.p2c(w-k),S=y.p2c(w+k);a=\"x\"===n?g.tree.range(Math.min(T,M),Math.min(y._rl[0],y._rl[1]),Math.max(T,M),Math.max(y._rl[0],y._rl[1])):g.tree.range(Math.min(T,M),Math.min(A,S),Math.max(T,M),Math.max(A,S))}else a=g.ids;var E=k;if(\"x\"===n)for(c=0;c<a.length;c++)s=x[a[c]],(u=Math.abs(m.c2p(s)-_))<E&&(E=u,h=y.c2p(b[a[c]])-w,p=Math.sqrt(u*u+h*h),i=a[c]);else for(c=a.length-1;c>-1;c--)s=x[a[c]],l=b[a[c]],u=m.c2p(s)-_,h=y.c2p(l)-w,(f=Math.sqrt(u*u+h*h))<E&&(E=p=f,i=a[c]);return t.index=i,t.distance=E,t.dxy=p,void 0===i?[t]:[o(t,x,b,v)]},calcHover:o}},{\"../../lib\":717,\"../../registry\":846,\"../scatter/get_trace_color\":1130}],1180:[function(t,e,r){\"use strict\";var n=t(\"./hover\");e.exports={moduleType:\"trace\",name:\"scattergl\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"gl\",\"regl\",\"cartesian\",\"symbols\",\"errorBarsOK\",\"showLegend\",\"scatter-like\"],attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),crossTraceDefaults:t(\"../scatter/cross_trace_defaults\"),colorbar:t(\"../scatter/marker_colorbar\"),formatLabels:t(\"./format_labels\"),calc:t(\"./calc\"),plot:t(\"./plot\"),hoverPoints:n.hoverPoints,selectPoints:t(\"./select\"),meta:{}}},{\"../../plots/cartesian\":776,\"../scatter/cross_trace_defaults\":1126,\"../scatter/marker_colorbar\":1138,\"./attributes\":1171,\"./calc\":1172,\"./defaults\":1175,\"./format_labels\":1177,\"./hover\":1179,\"./plot\":1181,\"./select\":1183}],1181:[function(t,e,r){\"use strict\";var n=t(\"regl-scatter2d\"),a=t(\"regl-line2d\"),i=t(\"regl-error2d\"),o=t(\"gl-text\"),s=t(\"../../lib\"),l=t(\"../../lib/prepare_regl\"),c=t(\"../scatter/subtypes\"),u=t(\"../scatter/link_traces\"),h=t(\"./edit_style\").styleTextSelection;e.exports=function(t,e,r){if(r.length){var f,p,d=t._fullLayout,g=e._scene,v=e.xaxis,m=e.yaxis;if(g)if(l(t,[\"ANGLE_instanced_arrays\",\"OES_element_index_uint\"])){var y=g.count,x=d._glcanvas.data()[0].regl;if(u(t,e,r),g.dirty){if(!0===g.error2d&&(g.error2d=i(x)),!0===g.line2d&&(g.line2d=a(x)),!0===g.scatter2d&&(g.scatter2d=n(x)),!0===g.fill2d&&(g.fill2d=a(x)),!0===g.glText)for(g.glText=new Array(y),f=0;f<y;f++)g.glText[f]=new o(x);if(g.glText){if(y>g.glText.length){var b=y-g.glText.length;for(f=0;f<b;f++)g.glText.push(new o(x))}else if(y<g.glText.length){var _=g.glText.length-y;g.glText.splice(y,_).forEach(function(t){t.destroy()})}for(f=0;f<y;f++)g.glText[f].update(g.textOptions[f])}if(g.line2d&&(g.line2d.update(g.lineOptions),g.lineOptions=g.lineOptions.map(function(t){if(t&&t.positions){for(var e=t.positions,r=0;r<e.length&&(isNaN(e[r])||isNaN(e[r+1]));)r+=2;for(var n=e.length-2;n>r&&(isNaN(e[n])||isNaN(e[n+1]));)n-=2;t.positions=e.slice(r,n+2)}return t}),g.line2d.update(g.lineOptions)),g.error2d){var w=(g.errorXOptions||[]).concat(g.errorYOptions||[]);g.error2d.update(w)}g.scatter2d&&g.scatter2d.update(g.markerOptions),g.fillOrder=s.repeat(null,y),g.fill2d&&(g.fillOptions=g.fillOptions.map(function(t,e){var n=r[e];if(t&&n&&n[0]&&n[0].trace){var a,i,o=n[0],s=o.trace,l=o.t,c=g.lineOptions[e],u=[];s._ownfill&&u.push(e),s._nexttrace&&u.push(e+1),u.length&&(g.fillOrder[e]=u);var h,f,p=[],d=c&&c.positions||l.positions;if(\"tozeroy\"===s.fill){for(h=0;h<d.length&&isNaN(d[h+1]);)h+=2;for(f=d.length-2;f>h&&isNaN(d[f+1]);)f-=2;0!==d[h+1]&&(p=[d[h],0]),p=p.concat(d.slice(h,f+2)),0!==d[f+1]&&(p=p.concat([d[f],0]))}else if(\"tozerox\"===s.fill){for(h=0;h<d.length&&isNaN(d[h]);)h+=2;for(f=d.length-2;f>h&&isNaN(d[f]);)f-=2;0!==d[h]&&(p=[0,d[h+1]]),p=p.concat(d.slice(h,f+2)),0!==d[f]&&(p=p.concat([0,d[f+1]]))}else if(\"toself\"===s.fill||\"tonext\"===s.fill){for(p=[],a=0,i=0;i<d.length;i+=2)(isNaN(d[i])||isNaN(d[i+1]))&&((p=p.concat(d.slice(a,i))).push(d[a],d[a+1]),a=i+2);p=p.concat(d.slice(a)),a&&p.push(d[a],d[a+1])}else{var v=s._nexttrace;if(v){var m=g.lineOptions[e+1];if(m){var y=m.positions;if(\"tonexty\"===s.fill){for(p=d.slice(),e=Math.floor(y.length/2);e--;){var x=y[2*e],b=y[2*e+1];isNaN(x)||isNaN(b)||p.push(x,b)}t.fill=v.fillcolor}}}}if(s._prevtrace&&\"tonext\"===s._prevtrace.fill){var _=g.lineOptions[e-1].positions,w=p.length/2,k=[a=w];for(i=0;i<_.length;i+=2)(isNaN(_[i])||isNaN(_[i+1]))&&(k.push(i/2+w+1),a=i+2);p=p.concat(_),t.hole=k}return t.fillmode=s.fill,t.opacity=s.opacity,t.positions=p,t}}),g.fill2d.update(g.fillOptions))}var k=d.dragmode,T=\"lasso\"===k||\"select\"===k,M=d.clickmode.indexOf(\"select\")>-1;for(f=0;f<y;f++){var A=r[f][0],S=A.trace,E=A.t,L=E.index,C=S._length,P=E.x,O=E.y;if(S.selectedpoints||T||M){if(T||(T=!0),S.selectedpoints){var z=g.selectBatch[L]=s.selIndices2selPoints(S),I={};for(p=0;p<z.length;p++)I[z[p]]=1;var D=[];for(p=0;p<C;p++)I[p]||D.push(p);g.unselectBatch[L]=D}var R=E.xpx=new Array(C),F=E.ypx=new Array(C);for(p=0;p<C;p++)R[p]=v.c2p(P[p]),F[p]=m.c2p(O[p])}else E.xpx=E.ypx=null}if(T){if(g.select2d||(g.select2d=n(d._glcanvas.data()[1].regl)),g.scatter2d){var B=new Array(y);for(f=0;f<y;f++)B[f]=g.selectBatch[f].length||g.unselectBatch[f].length?g.markerUnselectedOptions[f]:{};g.scatter2d.update(B)}g.select2d&&(g.select2d.update(g.markerOptions),g.select2d.update(g.markerSelectedOptions)),g.glText&&r.forEach(function(t){var e=((t||[])[0]||{}).trace||{};c.hasText(e)&&h(t)})}else g.scatter2d&&g.scatter2d.update(g.markerOptions);var N={viewport:function(t,e,r){var n=t._size,a=t.width,i=t.height;return[n.l+e.domain[0]*n.w,n.b+r.domain[0]*n.h,a-n.r-(1-e.domain[1])*n.w,i-n.t-(1-r.domain[1])*n.h]}(d,v,m),range:[(v._rl||v.range)[0],(m._rl||m.range)[0],(v._rl||v.range)[1],(m._rl||m.range)[1]]},j=s.repeat(N,g.count);g.fill2d&&g.fill2d.update(j),g.line2d&&g.line2d.update(j),g.error2d&&g.error2d.update(j.concat(j)),g.scatter2d&&g.scatter2d.update(j),g.select2d&&g.select2d.update(j),g.glText&&g.glText.forEach(function(t){t.update(N)})}else g.init()}}},{\"../../lib\":717,\"../../lib/prepare_regl\":730,\"../scatter/link_traces\":1136,\"../scatter/subtypes\":1144,\"./edit_style\":1176,\"gl-text\":319,\"regl-error2d\":492,\"regl-line2d\":493,\"regl-scatter2d\":499}],1182:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t,e){var r=e._scene,a={count:0,dirty:!0,lineOptions:[],fillOptions:[],markerOptions:[],markerSelectedOptions:[],markerUnselectedOptions:[],errorXOptions:[],errorYOptions:[],textOptions:[],textSelectedOptions:[],textUnselectedOptions:[],selectBatch:[],unselectBatch:[]},i={fill2d:!1,scatter2d:!1,error2d:!1,line2d:!1,glText:!1,select2d:!1};return e._scene||((r=e._scene={}).init=function(){n.extendFlat(r,i,a)},r.init(),r.update=function(t){var e=n.repeat(t,r.count);if(r.fill2d&&r.fill2d.update(e),r.scatter2d&&r.scatter2d.update(e),r.line2d&&r.line2d.update(e),r.error2d&&r.error2d.update(e.concat(e)),r.select2d&&r.select2d.update(e),r.glText)for(var a=0;a<r.count;a++)r.glText[a].update(t)},r.draw=function(){for(var t=r.count,e=r.fill2d,a=r.error2d,i=r.line2d,o=r.scatter2d,s=r.glText,l=r.select2d,c=r.selectBatch,u=r.unselectBatch,h=0;h<t;h++){if(e&&r.fillOrder[h]&&e.draw(r.fillOrder[h]),i&&r.lineOptions[h]&&i.draw(h),a&&(r.errorXOptions[h]&&a.draw(h),r.errorYOptions[h]&&a.draw(h+t)),o&&r.markerOptions[h])if(u[h].length){var f=n.repeat([],r.count);f[h]=u[h],o.draw(f)}else c[h].length||o.draw(h);s[h]&&r.textOptions[h]&&s[h].render()}l&&l.draw(c),r.dirty=!1},r.destroy=function(){r.fill2d&&r.fill2d.destroy&&r.fill2d.destroy(),r.scatter2d&&r.scatter2d.destroy&&r.scatter2d.destroy(),r.error2d&&r.error2d.destroy&&r.error2d.destroy(),r.line2d&&r.line2d.destroy&&r.line2d.destroy(),r.select2d&&r.select2d.destroy&&r.select2d.destroy(),r.glText&&r.glText.forEach(function(t){t.destroy&&t.destroy()}),r.lineOptions=null,r.fillOptions=null,r.markerOptions=null,r.markerSelectedOptions=null,r.markerUnselectedOptions=null,r.errorXOptions=null,r.errorYOptions=null,r.textOptions=null,r.textSelectedOptions=null,r.textUnselectedOptions=null,r.selectBatch=null,r.unselectBatch=null,e._scene=null}),r.dirty||n.extendFlat(r,a),r}},{\"../../lib\":717}],1183:[function(t,e,r){\"use strict\";var n=t(\"../scatter/subtypes\"),a=t(\"./edit_style\").styleTextSelection;e.exports=function(t,e){var r=t.cd,i=[],o=r[0].trace,s=r[0].t,l=o._length,c=s.x,u=s.y,h=s._scene,f=s.index;if(!h)return i;var p=n.hasText(o),d=n.hasMarkers(o),g=!d&&!p;if(!0!==o.visible||g)return i;var v=[],m=[];if(!1!==e&&!e.degenerate)for(var y=0;y<l;y++)e.contains([s.xpx[y],s.ypx[y]],!1,y,t)?(v.push(y),i.push({pointNumber:y,x:c[y],y:u[y]})):m.push(y);if(d){var x=h.scatter2d;if(v.length||m.length){if(!h.selectBatch[f].length&&!h.unselectBatch[f].length){var b=new Array(h.count);b[f]=h.markerUnselectedOptions[f],x.update.apply(x,b)}}else{var _=new Array(h.count);_[f]=h.markerOptions[f],x.update.apply(x,_)}}return h.selectBatch[f]=v,h.unselectBatch[f]=m,p&&a(r),i}},{\"../scatter/subtypes\":1144,\"./edit_style\":1176}],1184:[function(t,e,r){\"use strict\";var n=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../../plots/template_attributes\").texttemplateAttrs,i=t(\"../scattergeo/attributes\"),o=t(\"../scatter/attributes\"),s=t(\"../../plots/mapbox/layout_attributes\"),l=t(\"../../plots/attributes\"),c=t(\"../../components/colorscale/attributes\"),u=t(\"../../lib/extend\").extendFlat,h=t(\"../../plot_api/edit_types\").overrideAll,f=i.line,p=i.marker;e.exports=h({lon:i.lon,lat:i.lat,mode:u({},o.mode,{dflt:\"markers\"}),text:u({},o.text,{}),texttemplate:a({editType:\"plot\"},{keys:[\"lat\",\"lon\",\"text\"]}),hovertext:u({},o.hovertext,{}),line:{color:f.color,width:f.width},connectgaps:o.connectgaps,marker:u({symbol:{valType:\"string\",dflt:\"circle\",arrayOk:!0},opacity:p.opacity,size:p.size,sizeref:p.sizeref,sizemin:p.sizemin,sizemode:p.sizemode},c(\"marker\")),fill:i.fill,fillcolor:o.fillcolor,textfont:s.layers.symbol.textfont,textposition:s.layers.symbol.textposition,below:{valType:\"string\"},selected:{marker:o.selected.marker},unselected:{marker:o.unselected.marker},hoverinfo:u({},l.hoverinfo,{flags:[\"lon\",\"lat\",\"text\",\"name\"]}),hovertemplate:n()},\"calc\",\"nested\")},{\"../../components/colorscale/attributes\":599,\"../../lib/extend\":708,\"../../plot_api/edit_types\":748,\"../../plots/attributes\":762,\"../../plots/mapbox/layout_attributes\":822,\"../../plots/template_attributes\":841,\"../scatter/attributes\":1120,\"../scattergeo/attributes\":1161}],1185:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),a=t(\"../../lib\"),i=t(\"../../constants/numerical\").BADNUM,o=t(\"../../lib/geojson_utils\"),s=t(\"../../components/colorscale\"),l=t(\"../../components/drawing\"),c=t(\"../scatter/make_bubble_size_func\"),u=t(\"../scatter/subtypes\"),h=t(\"../../plots/mapbox/convert_text_opts\"),f=t(\"../../components/fx/helpers\").appendArrayPointValue,p=t(\"../../lib/svg_text_utils\").NEWLINES,d=t(\"../../lib/svg_text_utils\").BR_TAG_ALL;function g(){return{geojson:o.makeBlank(),layout:{visibility:\"none\"},paint:{}}}function v(t){return a.isArrayOrTypedArray(t)?function(t){return t}:t?function(){return t}:m}function m(){return\"\"}function y(t){return t[0]===i}e.exports=function(t,e){var r,i=e[0].trace,x=!0===i.visible&&0!==i._length,b=\"none\"!==i.fill,_=u.hasLines(i),w=u.hasMarkers(i),k=u.hasText(i),T=w&&\"circle\"===i.marker.symbol,M=w&&\"circle\"!==i.marker.symbol,A=g(),S=g(),E=g(),L=g(),C={fill:A,line:S,circle:E,symbol:L};if(!x)return 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s=n.extendFlat({},o.matrixOptions,o.viewOpts);o.matrix.update(s,null)}}},{\"../../lib\":717,\"../scatter/colorscale_calc\":1123,\"../scattergl/convert\":1174}],1220:[function(t,e,r){\"use strict\";r.getDimIndex=function(t,e){for(var r=e._id,n={x:0,y:1}[r.charAt(0)],a=t._visibleDims,i=0;i<a.length;i++){var o=a[i];if(t._diag[o][n]===r)return i}return!1}},{}],1221:[function(t,e,r){\"use strict\";var n=t(\"./helpers\"),a=t(\"../scattergl/hover\").calcHover;e.exports={hoverPoints:function(t,e,r){var i=t.cd[0].trace,o=t.scene.matrixOptions.cdata,s=t.xa,l=t.ya,c=s.c2p(e),u=l.c2p(r),h=t.distance,f=n.getDimIndex(i,s),p=n.getDimIndex(i,l);if(!1===f||!1===p)return[t];for(var d,g,v=o[f],m=o[p],y=h,x=0;x<v.length;x++){var b=v[x],_=m[x],w=s.c2p(b)-c,k=l.c2p(_)-u,T=Math.sqrt(w*w+k*k);T<y&&(y=g=T,d=x)}return t.index=d,t.distance=y,t.dxy=g,void 0===d?[t]:[a(t,v,m,i)]}}},{\"../scattergl/hover\":1179,\"./helpers\":1220}],1222:[function(t,e,r){\"use strict\";var 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e,r,a,i,s,l,c,u,h,f,p,d,g=t._x,v=t._y,m=t._z,y=t._len,x=-1/0,b=1/0,_=-1/0,w=1/0,k=-1/0,T=1/0,M=\"\";for(y&&(c=g[0],h=v[0],p=m[0]),y>1&&(u=g[y-1],f=v[y-1],d=m[y-1]),e=0;e<y;e++)x=Math.max(x,g[e]),b=Math.min(b,g[e]),_=Math.max(_,v[e]),w=Math.min(w,v[e]),k=Math.max(k,m[e]),T=Math.min(T,m[e]),i||g[e]===c||(i=!0,M+=\"x\"),s||v[e]===h||(s=!0,M+=\"y\"),l||m[e]===p||(l=!0,M+=\"z\");i||(M+=\"x\"),s||(M+=\"y\"),l||(M+=\"z\");var A=o(t._x),S=o(t._y),E=o(t._z);M=(M=(M=M.replace(\"x\",(c>u?\"-\":\"+\")+\"x\")).replace(\"y\",(h>f?\"-\":\"+\")+\"y\")).replace(\"z\",(p>d?\"-\":\"+\")+\"z\");var L=function(){y=0,A=[],S=[],E=[]};(!y||y<A.length*S.length*E.length)&&L();var C=function(t){return\"x\"===t?g:\"y\"===t?v:m},P=function(t){return\"x\"===t?A:\"y\"===t?S:E},O=function(t){return t[y-1]<t[0]?-1:1},z=C(M[1]),I=C(M[3]),D=C(M[5]),R=P(M[1]).length,F=P(M[3]).length,B=P(M[5]).length,N=!1,j=function(t,e,r){return 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t.tubex=t.x,t.tubey=t.y,t.tubez=t.z,t.tubeu=e.traceCoordinate[3],t.tubev=e.traceCoordinate[4],t.tubew=e.traceCoordinate[5],t.norm=e.traceCoordinate[6],t.divergence=e.traceCoordinate[7],delete t.x,delete t.y,delete t.z,t},meta:{}}},{\"../../plots/gl3d\":805,\"./attributes\":1226,\"./calc\":1227,\"./convert\":1228,\"./defaults\":1229}],1231:[function(t,e,r){\"use strict\";var n=t(\"../../plots/attributes\"),a=t(\"../../plots/template_attributes\").hovertemplateAttrs,i=t(\"../../plots/template_attributes\").texttemplateAttrs,o=t(\"../../components/colorscale/attributes\"),s=t(\"../../plots/domain\").attributes,l=t(\"../pie/attributes\"),c=t(\"./constants\"),u=t(\"../../lib/extend\").extendFlat;e.exports={labels:{valType:\"data_array\",editType:\"calc\"},parents:{valType:\"data_array\",editType:\"calc\"},values:{valType:\"data_array\",editType:\"calc\"},branchvalues:{valType:\"enumerated\",values:[\"remainder\",\"total\"],dflt:\"remainder\",editType:\"calc\"},count:{valType:\"flaglist\",flags:[\"branches\",\"leaves\"],dflt:\"leaves\",editType:\"calc\"},level:{valType:\"any\",editType:\"plot\",anim:!0},maxdepth:{valType:\"integer\",editType:\"plot\",dflt:-1},marker:u({colors:{valType:\"data_array\",editType:\"calc\"},line:{color:u({},l.marker.line.color,{dflt:null}),width:u({},l.marker.line.width,{dflt:1}),editType:\"calc\"},editType:\"calc\"},o(\"marker\",{colorAttr:\"colors\",anim:!1})),leaf:{opacity:{valType:\"number\",editType:\"style\",min:0,max:1},editType:\"plot\"},text:l.text,textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"value\",\"current 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n=t(\"../../plots/plots\");r.name=\"sunburst\",r.plot=function(t,e,a,i){n.plotBasePlot(r.name,t,e,a,i)},r.clean=function(t,e,a,i){n.cleanBasePlot(r.name,t,e,a,i)}},{\"../../plots/plots\":826}],1233:[function(t,e,r){\"use strict\";var n=t(\"d3-hierarchy\"),a=t(\"fast-isnumeric\"),i=t(\"../../lib\"),o=t(\"../../components/colorscale\").makeColorScaleFuncFromTrace,s=t(\"../pie/calc\").makePullColorFn,l=t(\"../pie/calc\").generateExtendedColors,c=t(\"../../components/colorscale\").calc,u=t(\"../../constants/numerical\").ALMOST_EQUAL,h={},f={};r.calc=function(t,e){var r,l,h,f,p,d,g=t._fullLayout,v=e.ids,m=i.isArrayOrTypedArray(v),y=e.labels,x=e.parents,b=e.values,_=i.isArrayOrTypedArray(b),w=[],k={},T={},M=function(t){return t||\"number\"==typeof t},A=function(t){return!_||a(b[t])&&b[t]>=0};m?(r=Math.min(v.length,x.length),l=function(t){return M(v[t])&&A(t)},h=function(t){return String(v[t])}):(r=Math.min(y.length,x.length),l=function(t){return M(y[t])&&A(t)},h=function(t){return 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0},{\"../../components/color\":592,\"../../components/colorscale/attributes\":599,\"../../lib/extend\":708,\"../../plot_api/edit_types\":748,\"../../plots/attributes\":762,\"../../plots/template_attributes\":841}],1244:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/calc\");e.exports=function(t,e){e.surfacecolor?n(t,e,{vals:e.surfacecolor,containerStr:\"\",cLetter:\"c\"}):n(t,e,{vals:e.z,containerStr:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/calc\":600}],1245:[function(t,e,r){\"use strict\";var n=t(\"gl-surface3d\"),a=t(\"ndarray\"),i=t(\"ndarray-homography\"),o=t(\"ndarray-fill\"),s=t(\"../../lib\").isArrayOrTypedArray,l=t(\"../../lib/gl_format_color\").parseColorScale,c=t(\"../../lib/str2rgbarray\"),u=t(\"../../components/colorscale\").extractOpts,h=t(\"../heatmap/interp2d\"),f=t(\"../heatmap/find_empties\");function p(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],this.contourStart=[null,null,null],this.contourEnd=[null,null,null],this.contourSize=[0,0,0],this.minValues=[1/0,1/0,1/0],this.maxValues=[-1/0,-1/0,-1/0],this.dataScaleX=1,this.dataScaleY=1,this.refineData=!0,this.objectOffset=[0,0,0]}var d=p.prototype;d.getXat=function(t,e,r,n){var a=s(this.data.x)?s(this.data.x[0])?this.data.x[e][t]:this.data.x[t]:t;return void 0===r?a:n.d2l(a,0,r)},d.getYat=function(t,e,r,n){var a=s(this.data.y)?s(this.data.y[0])?this.data.y[e][t]:this.data.y[e]:e;return void 0===r?a:n.d2l(a,0,r)},d.getZat=function(t,e,r,n){var a=this.data.z[e][t];return null===a&&this.data.connectgaps&&this.data._interpolatedZ&&(a=this.data._interpolatedZ[e][t]),void 0===r?a:n.d2l(a,0,r)},d.handlePick=function(t){if(t.object===this.surface){var e=(t.data.index[0]-1)/this.dataScaleX-1,r=(t.data.index[1]-1)/this.dataScaleY-1,n=Math.max(Math.min(Math.round(e),this.data.z[0].length-1),0),a=Math.max(Math.min(Math.round(r),this.data._ylength-1),0);t.index=[n,a],t.traceCoordinate=[this.getXat(n,a),this.getYat(n,a),this.getZat(n,a)],t.dataCoordinate=[this.getXat(n,a,this.data.xcalendar,this.scene.fullSceneLayout.xaxis),this.getYat(n,a,this.data.ycalendar,this.scene.fullSceneLayout.yaxis),this.getZat(n,a,this.data.zcalendar,this.scene.fullSceneLayout.zaxis)];for(var i=0;i<3;i++){var o=t.dataCoordinate[i];null!=o&&(t.dataCoordinate[i]*=this.scene.dataScale[i])}var s=this.data.hovertext||this.data.text;return Array.isArray(s)&&s[a]&&void 0!==s[a][n]?t.textLabel=s[a][n]:t.textLabel=s||\"\",t.data.dataCoordinate=t.dataCoordinate.slice(),this.surface.highlight(t.data),this.scene.glplot.spikes.position=t.dataCoordinate,!0}};var 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v(t,e){if(t<e)return 0;for(var r=0;0===Math.floor(t%e);)t/=e,r++;return r}function m(t){for(var e=[],r=0;r<g.length;r++){var n=g[r];e.push(v(t,n))}return e}function y(t){for(var e=m(t),r=t,n=0;n<g.length;n++)if(e[n]>0){r=g[n];break}return r}function x(t,e){if(!(t<1||e<1)){for(var r=m(t),n=m(e),a=1,i=0;i<g.length;i++)a*=Math.pow(g[i],Math.max(r[i],n[i]));return a}}d.calcXnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getXat(e-1,0),a=this.getXat(e,0);r[e-1]=a!==n&&null!=n&&null!=a?Math.abs(a-n):0}var i=0;for(e=1;e<t;e++)i+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(i/r[e-1]);return r},d.calcYnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getYat(0,e-1),a=this.getYat(0,e);r[e-1]=a!==n&&null!=n&&null!=a?Math.abs(a-n):0}var i=0;for(e=1;e<t;e++)i+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(i/r[e-1]);return r};var b=[1,2,4,6,12,24,36,48,60,120,180,240,360,720,840,1260],_=b[9],w=b[13];function k(t,e){for(var r=!1,n=0;n<t.length;n++)if(e===t[n]){r=!0;break}!1===r&&t.push(e)}d.estimateScale=function(t,e){for(var r=1+function(t){if(0!==t.length){for(var e=1,r=0;r<t.length;r++)e=x(e,t[r]);return e}}(0===e?this.calcXnums(t):this.calcYnums(t));r<_;)r*=2;for(;r>w;)r--,r/=y(r),++r<_&&(r=w);var n=Math.round(r/t);return n>1?n:1},d.refineCoords=function(t){for(var e=this.dataScaleX,r=this.dataScaleY,n=t[0].shape[0],o=t[0].shape[1],s=0|Math.floor(t[0].shape[0]*e+1),l=0|Math.floor(t[0].shape[1]*r+1),c=1+n+1,u=1+o+1,h=a(new Float32Array(c*u),[c,u]),f=0;f<t.length;++f){this.surface.padField(h,t[f]);var p=a(new Float32Array(s*l),[s,l]);i(p,h,[e,0,0,0,r,0,0,0,1]),t[f]=p}},d.setContourLevels=function(){var t,e,r,n=[[],[],[]],a=[!1,!1,!1],i=!1;for(t=0;t<3;++t)if(this.showContour[t]&&(i=!0,this.contourSize[t]>0&&null!==this.contourStart[t]&&null!==this.contourEnd[t]&&this.contourEnd[t]>this.contourStart[t]))for(a[t]=!0,e=this.contourStart[t];e<this.contourEnd[t];e+=this.contourSize[t])r=e*this.scene.dataScale[t],k(n[t],r);if(i){var o=[[],[],[]];for(t=0;t<3;++t)this.showContour[t]&&(o[t]=a[t]?n[t]:this.scene.contourLevels[t]);this.surface.update({levels:o})}},d.update=function(t){var e,r,n,i,s=this.scene,p=s.fullSceneLayout,d=this.surface,g=t.opacity,v=l(t,g),m=s.dataScale,y=t.z[0].length,x=t._ylength,b=s.contourLevels;this.data=t;var _=[];for(e=0;e<3;e++)for(_[e]=[],r=0;r<y;r++)_[e][r]=[];for(r=0;r<y;r++)for(n=0;n<x;n++)_[0][r][n]=this.getXat(r,n,t.xcalendar,p.xaxis),_[1][r][n]=this.getYat(r,n,t.ycalendar,p.yaxis),_[2][r][n]=this.getZat(r,n,t.zcalendar,p.zaxis);if(t.connectgaps)for(t._emptypoints=f(_[2]),h(_[2],t._emptypoints),t._interpolatedZ=[],r=0;r<y;r++)for(t._interpolatedZ[r]=[],n=0;n<x;n++)t._interpolatedZ[r][n]=_[2][r][n];for(e=0;e<3;e++)for(r=0;r<y;r++)for(n=0;n<x;n++)null==(i=_[e][r][n])?_[e][r][n]=NaN:i=_[e][r][n]*=m[e];for(e=0;e<3;e++)for(r=0;r<y;r++)for(n=0;n<x;n++)null!=(i=_[e][r][n])&&(this.minValues[e]>i&&(this.minValues[e]=i),this.maxValues[e]<i&&(this.maxValues[e]=i));for(e=0;e<3;e++)this.objectOffset[e]=.5*(this.minValues[e]+this.maxValues[e]);for(e=0;e<3;e++)for(r=0;r<y;r++)for(n=0;n<x;n++)null!=(i=_[e][r][n])&&(_[e][r][n]-=this.objectOffset[e]);var k=[a(new Float32Array(y*x),[y,x]),a(new Float32Array(y*x),[y,x]),a(new Float32Array(y*x),[y,x])];o(k[0],function(t,e){return _[0][t][e]}),o(k[1],function(t,e){return _[1][t][e]}),o(k[2],function(t,e){return _[2][t][e]}),_=[];var T={colormap:v,levels:[[],[],[]],showContour:[!0,!0,!0],showSurface:!t.hidesurface,contourProject:[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],contourWidth:[1,1,1],contourColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],contourTint:[1,1,1],dynamicColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],dynamicWidth:[1,1,1],dynamicTint:[1,1,1],opacity:t.opacity},M=u(t);if(T.intensityBounds=[M.min,M.max],t.surfacecolor){var A=a(new Float32Array(y*x),[y,x]);o(A,function(e,r){return t.surfacecolor[r][e]}),k.push(A)}else T.intensityBounds[0]*=m[2],T.intensityBounds[1]*=m[2];(w<k[0].shape[0]||w<k[0].shape[1])&&(this.refineData=!1),!0===this.refineData&&(this.dataScaleX=this.estimateScale(k[0].shape[0],0),this.dataScaleY=this.estimateScale(k[0].shape[1],1),1===this.dataScaleX&&1===this.dataScaleY||this.refineCoords(k)),t.surfacecolor&&(T.intensity=k.pop());var S=[!0,!0,!0],E=[\"x\",\"y\",\"z\"];for(e=0;e<3;++e){var L=t.contours[E[e]];S[e]=L.highlight,T.showContour[e]=L.show||L.highlight,T.showContour[e]&&(T.contourProject[e]=[L.project.x,L.project.y,L.project.z],L.show?(this.showContour[e]=!0,T.levels[e]=b[e],d.highlightColor[e]=T.contourColor[e]=c(L.color),L.usecolormap?d.highlightTint[e]=T.contourTint[e]=0:d.highlightTint[e]=T.contourTint[e]=1,T.contourWidth[e]=L.width,this.contourStart[e]=L.start,this.contourEnd[e]=L.end,this.contourSize[e]=L.size):(this.showContour[e]=!1,this.contourStart[e]=null,this.contourEnd[e]=null,this.contourSize[e]=0),L.highlight&&(T.dynamicColor[e]=c(L.highlightcolor),T.dynamicWidth[e]=L.highlightwidth))}(function(t){var e=t[0].rgb,r=t[t.length-1].rgb;return e[0]===r[0]&&e[1]===r[1]&&e[2]===r[2]&&e[3]===r[3]})(v)&&(T.vertexColor=!0),T.objectOffset=this.objectOffset,T.coords=k,d.update(T),d.visible=t.visible,d.enableDynamic=S,d.enableHighlight=S,d.snapToData=!0,\"lighting\"in t&&(d.ambientLight=t.lighting.ambient,d.diffuseLight=t.lighting.diffuse,d.specularLight=t.lighting.specular,d.roughness=t.lighting.roughness,d.fresnel=t.lighting.fresnel),\"lightposition\"in t&&(d.lightPosition=[t.lightposition.x,t.lightposition.y,t.lightposition.z]),g&&g<1&&(d.supportsTransparency=!0)},d.dispose=function(){this.scene.glplot.remove(this.surface),this.surface.dispose()},e.exports=function(t,e){var r=t.glplot.gl,a=n({gl:r}),i=new p(t,a,e.uid);return a._trace=i,i.update(e),t.glplot.add(a),i}},{\"../../components/colorscale\":604,\"../../lib\":717,\"../../lib/gl_format_color\":714,\"../../lib/str2rgbarray\":740,\"../heatmap/find_empties\":1006,\"../heatmap/interp2d\":1009,\"gl-surface3d\":318,ndarray:452,\"ndarray-fill\":442,\"ndarray-homography\":444}],1246:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),a=t(\"../../lib\"),i=t(\"../../components/colorscale/defaults\"),o=t(\"./attributes\");function s(t,e,r){e in t&&!(r in t)&&(t[r]=t[e])}e.exports=function(t,e,r,l){var c,u;function h(r,n){return a.coerce(t,e,o,r,n)}var f=h(\"x\"),p=h(\"y\"),d=h(\"z\");if(!d||!d.length||f&&f.length<1||p&&p.length<1)e.visible=!1;else{e._xlength=Array.isArray(f)&&a.isArrayOrTypedArray(f[0])?d.length:d[0].length,e._ylength=d.length,n.getComponentMethod(\"calendars\",\"handleTraceDefaults\")(t,e,[\"x\",\"y\",\"z\"],l),h(\"text\"),h(\"hovertext\"),h(\"hovertemplate\"),[\"lighting.ambient\",\"lighting.diffuse\",\"lighting.specular\",\"lighting.roughness\",\"lighting.fresnel\",\"lightposition.x\",\"lightposition.y\",\"lightposition.z\",\"hidesurface\",\"connectgaps\",\"opacity\"].forEach(function(t){h(t)});var g=h(\"surfacecolor\"),v=[\"x\",\"y\",\"z\"];for(c=0;c<3;++c){var m=\"contours.\"+v[c],y=h(m+\".show\"),x=h(m+\".highlight\");if(y||x)for(u=0;u<3;++u)h(m+\".project.\"+v[u]);y&&(h(m+\".color\"),h(m+\".width\"),h(m+\".usecolormap\")),x&&(h(m+\".highlightcolor\"),h(m+\".highlightwidth\")),h(m+\".start\"),h(m+\".end\"),h(m+\".size\")}g||(s(t,\"zmin\",\"cmin\"),s(t,\"zmax\",\"cmax\"),s(t,\"zauto\",\"cauto\")),i(t,e,l,h,{prefix:\"\",cLetter:\"c\"}),e._length=null}}},{\"../../components/colorscale/defaults\":602,\"../../lib\":717,\"../../registry\":846,\"./attributes\":1243}],1247:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),colorbar:{min:\"cmin\",max:\"cmax\"},calc:t(\"./calc\"),plot:t(\"./convert\"),moduleType:\"trace\",name:\"surface\",basePlotModule:t(\"../../plots/gl3d\"),categories:[\"gl3d\",\"2dMap\",\"showLegend\"],meta:{}}},{\"../../plots/gl3d\":805,\"./attributes\":1243,\"./calc\":1244,\"./convert\":1245,\"./defaults\":1246}],1248:[function(t,e,r){\"use strict\";var n=t(\"../../components/annotations/attributes\"),a=t(\"../../lib/extend\").extendFlat,i=t(\"../../plot_api/edit_types\").overrideAll,o=t(\"../../plots/font_attributes\"),s=t(\"../../plots/domain\").attributes;t(\"../../constants/docs\").FORMAT_LINK;(e.exports=i({domain:s({name:\"table\",trace:!0}),columnwidth:{valType:\"number\",arrayOk:!0,dflt:null},columnorder:{valType:\"data_array\"},header:{values:{valType:\"data_array\",dflt:[]},format:{valType:\"data_array\",dflt:[]},prefix:{valType:\"string\",arrayOk:!0,dflt:null},suffix:{valType:\"string\",arrayOk:!0,dflt:null},height:{valType:\"number\",dflt:28},align:a({},n.align,{arrayOk:!0}),line:{width:{valType:\"number\",arrayOk:!0,dflt:1},color:{valType:\"color\",arrayOk:!0,dflt:\"grey\"}},fill:{color:{valType:\"color\",arrayOk:!0,dflt:\"white\"}},font:a({},o({arrayOk:!0}))},cells:{values:{valType:\"data_array\",dflt:[]},format:{valType:\"data_array\",dflt:[]},prefix:{valType:\"string\",arrayOk:!0,dflt:null},suffix:{valType:\"string\",arrayOk:!0,dflt:null},height:{valType:\"number\",dflt:20},align:a({},n.align,{arrayOk:!0}),line:{width:{valType:\"number\",arrayOk:!0,dflt:1},color:{valType:\"color\",arrayOk:!0,dflt:\"grey\"}},fill:{color:{valType:\"color\",arrayOk:!0,dflt:\"white\"}},font:a({},o({arrayOk:!0}))}},\"calc\",\"from-root\")).transforms=void 0},{\"../../components/annotations/attributes\":575,\"../../constants/docs\":688,\"../../lib/extend\":708,\"../../plot_api/edit_types\":748,\"../../plots/domain\":790,\"../../plots/font_attributes\":791}],1249:[function(t,e,r){\"use strict\";var n=t(\"../../plots/get_data\").getModuleCalcData,a=t(\"./plot\");r.name=\"table\",r.plot=function(t){var e=n(t.calcdata,\"table\")[0];e.length&&a(t,e)},r.clean=function(t,e,r,n){var a=n._has&&n._has(\"table\"),i=e._has&&e._has(\"table\");a&&!i&&n._paperdiv.selectAll(\".table\").remove()}},{\"../../plots/get_data\":800,\"./plot\":1256}],1250:[function(t,e,r){\"use strict\";var n=t(\"../../lib/gup\").wrap;e.exports=function(){return n({})}},{\"../../lib/gup\":715}],1251:[function(t,e,r){\"use strict\";e.exports={cellPad:8,columnExtentOffset:10,columnTitleOffset:28,emptyHeaderHeight:16,latexCheck:/^\\$.*\\$$/,goldenRatio:1.618,lineBreaker:\"<br>\",maxDimensionCount:60,overdrag:45,releaseTransitionDuration:120,releaseTransitionEase:\"cubic-out\",scrollbarCaptureWidth:18,scrollbarHideDelay:1e3,scrollbarHideDuration:1e3,scrollbarOffset:5,scrollbarWidth:8,transitionDuration:100,transitionEase:\"cubic-out\",uplift:5,wrapSpacer:\" \",wrapSplitCharacter:\" \",cn:{table:\"table\",tableControlView:\"table-control-view\",scrollBackground:\"scroll-background\",yColumn:\"y-column\",columnBlock:\"column-block\",scrollAreaClip:\"scroll-area-clip\",scrollAreaClipRect:\"scroll-area-clip-rect\",columnBoundary:\"column-boundary\",columnBoundaryClippath:\"column-boundary-clippath\",columnBoundaryRect:\"column-boundary-rect\",columnCells:\"column-cells\",columnCell:\"column-cell\",cellRect:\"cell-rect\",cellText:\"cell-text\",cellTextHolder:\"cell-text-holder\",scrollbarKit:\"scrollbar-kit\",scrollbar:\"scrollbar\",scrollbarSlider:\"scrollbar-slider\",scrollbarGlyph:\"scrollbar-glyph\",scrollbarCaptureZone:\"scrollbar-capture-zone\"}}},{}],1252:[function(t,e,r){\"use strict\";var n=t(\"./constants\"),a=t(\"../../lib/extend\").extendFlat,i=t(\"fast-isnumeric\");function o(t){if(Array.isArray(t)){for(var e=0,r=0;r<t.length;r++)e=Math.max(e,o(t[r]));return e}return t}function s(t,e){return t+e}function l(t){var e,r=t.slice(),n=1/0,a=0;for(e=0;e<r.length;e++)Array.isArray(r[e])||(r[e]=[r[e]]),n=Math.min(n,r[e].length),a=Math.max(a,r[e].length);if(n!==a)for(e=0;e<r.length;e++){var i=a-r[e].length;i&&(r[e]=r[e].concat(c(i)))}return r}function c(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=\"\";return e}function u(t){return t.calcdata.columns.reduce(function(e,r){return r.xIndex<t.xIndex?e+r.columnWidth:e},0)}function h(t,e){return Object.keys(t).map(function(r){return a({},t[r],{auxiliaryBlocks:e})})}function f(t,e){for(var r,n={},a=0,i=0,o={firstRowIndex:null,lastRowIndex:null,rows:[]},s=0,l=0,c=0;c<t.length;c++)r=t[c],o.rows.push({rowIndex:c,rowHeight:r}),((i+=r)>=e||c===t.length-1)&&(n[a]=o,o.key=l++,o.firstRowIndex=s,o.lastRowIndex=c,o={firstRowIndex:null,lastRowIndex:null,rows:[]},a+=i,s=c+1,i=0);return n}e.exports=function(t,e){var r=l(e.cells.values),p=function(t){return t.slice(e.header.values.length,t.length)},d=l(e.header.values);d.length&&!d[0].length&&(d[0]=[\"\"],d=l(d));var 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L=Math.max(o(e.header.line.width),o(e.cells.line.width)),C={key:e.uid+t._context.staticPlot,translateX:v.x[0]*t._fullLayout._size.w,translateY:t._fullLayout._size.h*(1-v.y[1]),size:t._fullLayout._size,width:m,maxLineWidth:L,height:y,columnOrder:A,groupHeight:y,rowBlocks:T,headerRowBlocks:k,scrollY:0,cells:a({},e.cells,{values:r}),headerCells:a({},e.header,{values:g}),gdColumns:g.map(function(t){return t[0]}),gdColumnsOriginalOrder:g.map(function(t){return t[0]}),prevPages:[0,0],scrollbarState:{scrollbarScrollInProgress:!1},columns:g.map(function(t,e){var r=M[t];return M[t]=(r||0)+1,{key:t+\"__\"+M[t],label:t,specIndex:e,xIndex:A[e],xScale:u,x:void 0,calcdata:void 0,columnWidth:S[e]}})};return C.columns.forEach(function(t){t.calcdata=C,t.x=u(t)}),C}},{\"../../lib/extend\":708,\"./constants\":1251,\"fast-isnumeric\":228}],1253:[function(t,e,r){\"use strict\";var n=t(\"../../lib/extend\").extendFlat;r.splitToPanels=function(t){var 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n=t(\"./constants\"),a=t(\"d3\"),i=t(\"../../lib/gup\"),o=t(\"../../components/drawing\"),s=t(\"../../lib/svg_text_utils\"),l=t(\"../../lib\").raiseToTop,c=t(\"../../lib\").cancelTransition,u=t(\"./data_preparation_helper\"),h=t(\"./data_split_helpers\"),f=t(\"../../components/color\");function p(t){return Math.ceil(t.calcdata.maxLineWidth/2)}function d(t,e){return\"clip\"+t._fullLayout._uid+\"_scrollAreaBottomClip_\"+e.key}function g(t,e){return\"clip\"+t._fullLayout._uid+\"_columnBoundaryClippath_\"+e.calcdata.key+\"_\"+e.specIndex}function v(t){return[].concat.apply([],t.map(function(t){return t})).map(function(t){return t.__data__})}function m(t,e,r){var o=t.selectAll(\".\"+n.cn.scrollbarKit).data(i.repeat,i.keyFun);o.enter().append(\"g\").classed(n.cn.scrollbarKit,!0).style(\"shape-rendering\",\"geometricPrecision\"),o.each(function(t){var e=t.scrollbarState;e.totalHeight=function(t){var e=t.rowBlocks;return 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n=a.event.y,i=this.getBoundingClientRect(),o=r.scrollbarState,s=n-i.top,l=a.scale.linear().domain([0,o.scrollableAreaHeight]).range([0,o.totalHeight]).clamp(!0);o.topY<=s&&s<=o.bottomY||S(e,t,null,l(s-o.barLength/2))(r)}).call(a.behavior.drag().origin(function(t){return a.event.stopPropagation(),t.scrollbarState.scrollbarScrollInProgress=!0,t}).on(\"drag\",S(e,t)).on(\"dragend\",function(){})),u.attr(\"y2\",function(t){return t.scrollbarState.scrollableAreaHeight}),e._context.staticPlot&&(c.remove(),u.remove())}function y(t,e,r,s){var l=function(t){var e=t.selectAll(\".\"+n.cn.columnCell).data(h.splitToCells,function(t){return t.keyWithinBlock});return e.enter().append(\"g\").classed(n.cn.columnCell,!0),e.exit().remove(),e}(function(t){var e=t.selectAll(\".\"+n.cn.columnCells).data(i.repeat,i.keyFun);return e.enter().append(\"g\").classed(n.cn.columnCells,!0),e.exit().remove(),e}(r));!function(t){t.each(function(t,e){var 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n=t(\"d3\"),a=t(\"../../lib\"),i=t(\"../../components/drawing\"),o=t(\"../../lib/svg_text_utils\"),s=t(\"./partition\"),l=t(\"./style\").styleOne,c=t(\"./constants\"),u=t(\"../sunburst/helpers\"),h=t(\"../sunburst/fx\"),f=t(\"../sunburst/plot\").formatSliceLabel;e.exports=function(t,e,r,p,d){var g=d.width,v=d.height,m=d.viewX,y=d.viewY,x=d.pathSlice,b=d.toMoveInsideSlice,_=d.strTransform,w=d.hasTransition,k=d.handleSlicesExit,T=d.makeUpdateSliceInterpolator,M=d.makeUpdateTextInterpolator,A=d.prevEntry,S=t._fullLayout,E=e[0].trace,L=-1!==E.textposition.indexOf(\"left\"),C=-1!==E.textposition.indexOf(\"right\"),P=-1!==E.textposition.indexOf(\"bottom\"),O=!P&&!E.marker.pad.t||P&&!E.marker.pad.b,z=s(r,[g,v],{packing:E.tiling.packing,squarifyratio:E.tiling.squarifyratio,flipX:E.tiling.flip.indexOf(\"x\")>-1,flipY:E.tiling.flip.indexOf(\"y\")>-1,pad:{inner:E.tiling.pad,top:E.marker.pad.t,left:E.marker.pad.l,right:E.marker.pad.r,bottom:E.marker.pad.b}}).descendants(),I=1/0,D=-1/0;z.forEach(function(t){var e=t.depth;e>=E._maxDepth?(t.x0=t.x1=(t.x0+t.x1)/2,t.y0=t.y1=(t.y0+t.y1)/2):(I=Math.min(I,e),D=Math.max(D,e))}),p=p.data(z,u.getPtId),E._maxVisibleLayers=isFinite(D)?D-I+1:0,p.enter().append(\"g\").classed(\"slice\",!0),k(p,!1,{},[g,v],x),p.order();var R=null;if(w&&A){var 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A=a.ensureSingle(d,\"g\",\"slicetext\"),z=a.ensureSingle(A,\"text\",\"\",function(t){t.attr(\"data-notex\",1)}),I=a.ensureUniformFontSize(t,u.determineTextFont(E,s,S.font));z.text(s._text||\" \").classed(\"slicetext\",!0).attr(\"text-anchor\",C?\"end\":L||p?\"start\":\"middle\").call(i.font,I).call(o.convertToTspans,t),s.textBB=i.bBox(z.node()),s.transform=b(s,{fontSize:I.size,isHeader:p}),s.transform.fontSize=I.size,w?z.transition().attrTween(\"transform\",function(t){var e=M(t,!1,B(),[g,v]);return function(t){return _(e(t))}}):z.attr(\"transform\",_(s))}),R}},{\"../../components/drawing\":613,\"../../lib\":717,\"../../lib/svg_text_utils\":741,\"../sunburst/fx\":1236,\"../sunburst/helpers\":1237,\"../sunburst/plot\":1241,\"./constants\":1260,\"./partition\":1267,\"./style\":1269,d3:165}],1264:[function(t,e,r){\"use 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+       "/*!\n",
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0!==t.negative&&0===this.negative?(t.negative=0,e=this.sub(t),t.negative^=1,e):0===t.negative&&0!==this.negative?(this.negative=0,e=t.sub(this),this.negative=1,e):this.length>t.length?this.clone().iadd(t):t.clone().iadd(this)},i.prototype.isub=function(t){if(0!==t.negative){t.negative=0;var e=this.iadd(t);return t.negative=1,e._normSign()}if(0!==this.negative)return this.negative=0,this.iadd(t),this.negative=1,this._normSign();var r,n,a=this.cmp(t);if(0===a)return this.negative=0,this.length=1,this.words[0]=0,this;a>0?(r=this,n=t):(r=t,n=this);for(var i=0,o=0;o<n.length;o++)i=(e=(0|r.words[o])-(0|n.words[o])+i)>>26,this.words[o]=67108863&e;for(;0!==i&&o<r.length;o++)i=(e=(0|r.words[o])+i)>>26,this.words[o]=67108863&e;if(0===i&&o<r.length&&r!==this)for(;o<r.length;o++)this.words[o]=r.words[o];return this.length=Math.max(this.length,o),r!==this&&(this.negative=1),this.strip()},i.prototype.sub=function(t){return this.clone().isub(t)};var p=function(t,e,r){var n,a,i,o=t.words,s=e.words,l=r.words,c=0,u=0|o[0],h=8191&u,f=u>>>13,p=0|o[1],d=8191&p,g=p>>>13,m=0|o[2],v=8191&m,y=m>>>13,x=0|o[3],b=8191&x,_=x>>>13,w=0|o[4],T=8191&w,k=w>>>13,M=0|o[5],A=8191&M,S=M>>>13,E=0|o[6],C=8191&E,L=E>>>13,P=0|o[7],I=8191&P,z=P>>>13,O=0|o[8],D=8191&O,R=O>>>13,F=0|o[9],B=8191&F,N=F>>>13,j=0|s[0],U=8191&j,V=j>>>13,q=0|s[1],H=8191&q,G=q>>>13,Y=0|s[2],W=8191&Y,Z=Y>>>13,X=0|s[3],J=8191&X,K=X>>>13,Q=0|s[4],$=8191&Q,tt=Q>>>13,et=0|s[5],rt=8191&et,nt=et>>>13,at=0|s[6],it=8191&at,ot=at>>>13,st=0|s[7],lt=8191&st,ct=st>>>13,ut=0|s[8],ht=8191&ut,ft=ut>>>13,pt=0|s[9],dt=8191&pt,gt=pt>>>13;r.negative=t.negative^e.negative,r.length=19;var mt=(c+(n=Math.imul(h,U))|0)+((8191&(a=(a=Math.imul(h,V))+Math.imul(f,U)|0))<<13)|0;c=((i=Math.imul(f,V))+(a>>>13)|0)+(mt>>>26)|0,mt&=67108863,n=Math.imul(d,U),a=(a=Math.imul(d,V))+Math.imul(g,U)|0,i=Math.imul(g,V);var vt=(c+(n=n+Math.imul(h,H)|0)|0)+((8191&(a=(a=a+Math.imul(h,G)|0)+Math.imul(f,H)|0))<<13)|0;c=((i=i+Math.imul(f,G)|0)+(a>>>13)|0)+(vt>>>26)|0,vt&=67108863,n=Math.imul(v,U),a=(a=Math.imul(v,V))+Math.imul(y,U)|0,i=Math.imul(y,V),n=n+Math.imul(d,H)|0,a=(a=a+Math.imul(d,G)|0)+Math.imul(g,H)|0,i=i+Math.imul(g,G)|0;var yt=(c+(n=n+Math.imul(h,W)|0)|0)+((8191&(a=(a=a+Math.imul(h,Z)|0)+Math.imul(f,W)|0))<<13)|0;c=((i=i+Math.imul(f,Z)|0)+(a>>>13)|0)+(yt>>>26)|0,yt&=67108863,n=Math.imul(b,U),a=(a=Math.imul(b,V))+Math.imul(_,U)|0,i=Math.imul(_,V),n=n+Math.imul(v,H)|0,a=(a=a+Math.imul(v,G)|0)+Math.imul(y,H)|0,i=i+Math.imul(y,G)|0,n=n+Math.imul(d,W)|0,a=(a=a+Math.imul(d,Z)|0)+Math.imul(g,W)|0,i=i+Math.imul(g,Z)|0;var xt=(c+(n=n+Math.imul(h,J)|0)|0)+((8191&(a=(a=a+Math.imul(h,K)|0)+Math.imul(f,J)|0))<<13)|0;c=((i=i+Math.imul(f,K)|0)+(a>>>13)|0)+(xt>>>26)|0,xt&=67108863,n=Math.imul(T,U),a=(a=Math.imul(T,V))+Math.imul(k,U)|0,i=Math.imul(k,V),n=n+Math.imul(b,H)|0,a=(a=a+Math.imul(b,G)|0)+Math.imul(_,H)|0,i=i+Math.imul(_,G)|0,n=n+Math.imul(v,W)|0,a=(a=a+Math.imul(v,Z)|0)+Math.imul(y,W)|0,i=i+Math.imul(y,Z)|0,n=n+Math.imul(d,J)|0,a=(a=a+Math.imul(d,K)|0)+Math.imul(g,J)|0,i=i+Math.imul(g,K)|0;var bt=(c+(n=n+Math.imul(h,$)|0)|0)+((8191&(a=(a=a+Math.imul(h,tt)|0)+Math.imul(f,$)|0))<<13)|0;c=((i=i+Math.imul(f,tt)|0)+(a>>>13)|0)+(bt>>>26)|0,bt&=67108863,n=Math.imul(A,U),a=(a=Math.imul(A,V))+Math.imul(S,U)|0,i=Math.imul(S,V),n=n+Math.imul(T,H)|0,a=(a=a+Math.imul(T,G)|0)+Math.imul(k,H)|0,i=i+Math.imul(k,G)|0,n=n+Math.imul(b,W)|0,a=(a=a+Math.imul(b,Z)|0)+Math.imul(_,W)|0,i=i+Math.imul(_,Z)|0,n=n+Math.imul(v,J)|0,a=(a=a+Math.imul(v,K)|0)+Math.imul(y,J)|0,i=i+Math.imul(y,K)|0,n=n+Math.imul(d,$)|0,a=(a=a+Math.imul(d,tt)|0)+Math.imul(g,$)|0,i=i+Math.imul(g,tt)|0;var _t=(c+(n=n+Math.imul(h,rt)|0)|0)+((8191&(a=(a=a+Math.imul(h,nt)|0)+Math.imul(f,rt)|0))<<13)|0;c=((i=i+Math.imul(f,nt)|0)+(a>>>13)|0)+(_t>>>26)|0,_t&=67108863,n=Math.imul(C,U),a=(a=Math.imul(C,V))+Math.imul(L,U)|0,i=Math.imul(L,V),n=n+Math.imul(A,H)|0,a=(a=a+Math.imul(A,G)|0)+Math.imul(S,H)|0,i=i+Math.imul(S,G)|0,n=n+Math.imul(T,W)|0,a=(a=a+Math.imul(T,Z)|0)+Math.imul(k,W)|0,i=i+Math.imul(k,Z)|0,n=n+Math.imul(b,J)|0,a=(a=a+Math.imul(b,K)|0)+Math.imul(_,J)|0,i=i+Math.imul(_,K)|0,n=n+Math.imul(v,$)|0,a=(a=a+Math.imul(v,tt)|0)+Math.imul(y,$)|0,i=i+Math.imul(y,tt)|0,n=n+Math.imul(d,rt)|0,a=(a=a+Math.imul(d,nt)|0)+Math.imul(g,rt)|0,i=i+Math.imul(g,nt)|0;var wt=(c+(n=n+Math.imul(h,it)|0)|0)+((8191&(a=(a=a+Math.imul(h,ot)|0)+Math.imul(f,it)|0))<<13)|0;c=((i=i+Math.imul(f,ot)|0)+(a>>>13)|0)+(wt>>>26)|0,wt&=67108863,n=Math.imul(I,U),a=(a=Math.imul(I,V))+Math.imul(z,U)|0,i=Math.imul(z,V),n=n+Math.imul(C,H)|0,a=(a=a+Math.imul(C,G)|0)+Math.imul(L,H)|0,i=i+Math.imul(L,G)|0,n=n+Math.imul(A,W)|0,a=(a=a+Math.imul(A,Z)|0)+Math.imul(S,W)|0,i=i+Math.imul(S,Z)|0,n=n+Math.imul(T,J)|0,a=(a=a+Math.imul(T,K)|0)+Math.imul(k,J)|0,i=i+Math.imul(k,K)|0,n=n+Math.imul(b,$)|0,a=(a=a+Math.imul(b,tt)|0)+Math.imul(_,$)|0,i=i+Math.imul(_,tt)|0,n=n+Math.imul(v,rt)|0,a=(a=a+Math.imul(v,nt)|0)+Math.imul(y,rt)|0,i=i+Math.imul(y,nt)|0,n=n+Math.imul(d,it)|0,a=(a=a+Math.imul(d,ot)|0)+Math.imul(g,it)|0,i=i+Math.imul(g,ot)|0;var Tt=(c+(n=n+Math.imul(h,lt)|0)|0)+((8191&(a=(a=a+Math.imul(h,ct)|0)+Math.imul(f,lt)|0))<<13)|0;c=((i=i+Math.imul(f,ct)|0)+(a>>>13)|0)+(Tt>>>26)|0,Tt&=67108863,n=Math.imul(D,U),a=(a=Math.imul(D,V))+Math.imul(R,U)|0,i=Math.imul(R,V),n=n+Math.imul(I,H)|0,a=(a=a+Math.imul(I,G)|0)+Math.imul(z,H)|0,i=i+Math.imul(z,G)|0,n=n+Math.imul(C,W)|0,a=(a=a+Math.imul(C,Z)|0)+Math.imul(L,W)|0,i=i+Math.imul(L,Z)|0,n=n+Math.imul(A,J)|0,a=(a=a+Math.imul(A,K)|0)+Math.imul(S,J)|0,i=i+Math.imul(S,K)|0,n=n+Math.imul(T,$)|0,a=(a=a+Math.imul(T,tt)|0)+Math.imul(k,$)|0,i=i+Math.imul(k,tt)|0,n=n+Math.imul(b,rt)|0,a=(a=a+Math.imul(b,nt)|0)+Math.imul(_,rt)|0,i=i+Math.imul(_,nt)|0,n=n+Math.imul(v,it)|0,a=(a=a+Math.imul(v,ot)|0)+Math.imul(y,it)|0,i=i+Math.imul(y,ot)|0,n=n+Math.imul(d,lt)|0,a=(a=a+Math.imul(d,ct)|0)+Math.imul(g,lt)|0,i=i+Math.imul(g,ct)|0;var kt=(c+(n=n+Math.imul(h,ht)|0)|0)+((8191&(a=(a=a+Math.imul(h,ft)|0)+Math.imul(f,ht)|0))<<13)|0;c=((i=i+Math.imul(f,ft)|0)+(a>>>13)|0)+(kt>>>26)|0,kt&=67108863,n=Math.imul(B,U),a=(a=Math.imul(B,V))+Math.imul(N,U)|0,i=Math.imul(N,V),n=n+Math.imul(D,H)|0,a=(a=a+Math.imul(D,G)|0)+Math.imul(R,H)|0,i=i+Math.imul(R,G)|0,n=n+Math.imul(I,W)|0,a=(a=a+Math.imul(I,Z)|0)+Math.imul(z,W)|0,i=i+Math.imul(z,Z)|0,n=n+Math.imul(C,J)|0,a=(a=a+Math.imul(C,K)|0)+Math.imul(L,J)|0,i=i+Math.imul(L,K)|0,n=n+Math.imul(A,$)|0,a=(a=a+Math.imul(A,tt)|0)+Math.imul(S,$)|0,i=i+Math.imul(S,tt)|0,n=n+Math.imul(T,rt)|0,a=(a=a+Math.imul(T,nt)|0)+Math.imul(k,rt)|0,i=i+Math.imul(k,nt)|0,n=n+Math.imul(b,it)|0,a=(a=a+Math.imul(b,ot)|0)+Math.imul(_,it)|0,i=i+Math.imul(_,ot)|0,n=n+Math.imul(v,lt)|0,a=(a=a+Math.imul(v,ct)|0)+Math.imul(y,lt)|0,i=i+Math.imul(y,ct)|0,n=n+Math.imul(d,ht)|0,a=(a=a+Math.imul(d,ft)|0)+Math.imul(g,ht)|0,i=i+Math.imul(g,ft)|0;var Mt=(c+(n=n+Math.imul(h,dt)|0)|0)+((8191&(a=(a=a+Math.imul(h,gt)|0)+Math.imul(f,dt)|0))<<13)|0;c=((i=i+Math.imul(f,gt)|0)+(a>>>13)|0)+(Mt>>>26)|0,Mt&=67108863,n=Math.imul(B,H),a=(a=Math.imul(B,G))+Math.imul(N,H)|0,i=Math.imul(N,G),n=n+Math.imul(D,W)|0,a=(a=a+Math.imul(D,Z)|0)+Math.imul(R,W)|0,i=i+Math.imul(R,Z)|0,n=n+Math.imul(I,J)|0,a=(a=a+Math.imul(I,K)|0)+Math.imul(z,J)|0,i=i+Math.imul(z,K)|0,n=n+Math.imul(C,$)|0,a=(a=a+Math.imul(C,tt)|0)+Math.imul(L,$)|0,i=i+Math.imul(L,tt)|0,n=n+Math.imul(A,rt)|0,a=(a=a+Math.imul(A,nt)|0)+Math.imul(S,rt)|0,i=i+Math.imul(S,nt)|0,n=n+Math.imul(T,it)|0,a=(a=a+Math.imul(T,ot)|0)+Math.imul(k,it)|0,i=i+Math.imul(k,ot)|0,n=n+Math.imul(b,lt)|0,a=(a=a+Math.imul(b,ct)|0)+Math.imul(_,lt)|0,i=i+Math.imul(_,ct)|0,n=n+Math.imul(v,ht)|0,a=(a=a+Math.imul(v,ft)|0)+Math.imul(y,ht)|0,i=i+Math.imul(y,ft)|0;var At=(c+(n=n+Math.imul(d,dt)|0)|0)+((8191&(a=(a=a+Math.imul(d,gt)|0)+Math.imul(g,dt)|0))<<13)|0;c=((i=i+Math.imul(g,gt)|0)+(a>>>13)|0)+(At>>>26)|0,At&=67108863,n=Math.imul(B,W),a=(a=Math.imul(B,Z))+Math.imul(N,W)|0,i=Math.imul(N,Z),n=n+Math.imul(D,J)|0,a=(a=a+Math.imul(D,K)|0)+Math.imul(R,J)|0,i=i+Math.imul(R,K)|0,n=n+Math.imul(I,$)|0,a=(a=a+Math.imul(I,tt)|0)+Math.imul(z,$)|0,i=i+Math.imul(z,tt)|0,n=n+Math.imul(C,rt)|0,a=(a=a+Math.imul(C,nt)|0)+Math.imul(L,rt)|0,i=i+Math.imul(L,nt)|0,n=n+Math.imul(A,it)|0,a=(a=a+Math.imul(A,ot)|0)+Math.imul(S,it)|0,i=i+Math.imul(S,ot)|0,n=n+Math.imul(T,lt)|0,a=(a=a+Math.imul(T,ct)|0)+Math.imul(k,lt)|0,i=i+Math.imul(k,ct)|0,n=n+Math.imul(b,ht)|0,a=(a=a+Math.imul(b,ft)|0)+Math.imul(_,ht)|0,i=i+Math.imul(_,ft)|0;var St=(c+(n=n+Math.imul(v,dt)|0)|0)+((8191&(a=(a=a+Math.imul(v,gt)|0)+Math.imul(y,dt)|0))<<13)|0;c=((i=i+Math.imul(y,gt)|0)+(a>>>13)|0)+(St>>>26)|0,St&=67108863,n=Math.imul(B,J),a=(a=Math.imul(B,K))+Math.imul(N,J)|0,i=Math.imul(N,K),n=n+Math.imul(D,$)|0,a=(a=a+Math.imul(D,tt)|0)+Math.imul(R,$)|0,i=i+Math.imul(R,tt)|0,n=n+Math.imul(I,rt)|0,a=(a=a+Math.imul(I,nt)|0)+Math.imul(z,rt)|0,i=i+Math.imul(z,nt)|0,n=n+Math.imul(C,it)|0,a=(a=a+Math.imul(C,ot)|0)+Math.imul(L,it)|0,i=i+Math.imul(L,ot)|0,n=n+Math.imul(A,lt)|0,a=(a=a+Math.imul(A,ct)|0)+Math.imul(S,lt)|0,i=i+Math.imul(S,ct)|0,n=n+Math.imul(T,ht)|0,a=(a=a+Math.imul(T,ft)|0)+Math.imul(k,ht)|0,i=i+Math.imul(k,ft)|0;var Et=(c+(n=n+Math.imul(b,dt)|0)|0)+((8191&(a=(a=a+Math.imul(b,gt)|0)+Math.imul(_,dt)|0))<<13)|0;c=((i=i+Math.imul(_,gt)|0)+(a>>>13)|0)+(Et>>>26)|0,Et&=67108863,n=Math.imul(B,$),a=(a=Math.imul(B,tt))+Math.imul(N,$)|0,i=Math.imul(N,tt),n=n+Math.imul(D,rt)|0,a=(a=a+Math.imul(D,nt)|0)+Math.imul(R,rt)|0,i=i+Math.imul(R,nt)|0,n=n+Math.imul(I,it)|0,a=(a=a+Math.imul(I,ot)|0)+Math.imul(z,it)|0,i=i+Math.imul(z,ot)|0,n=n+Math.imul(C,lt)|0,a=(a=a+Math.imul(C,ct)|0)+Math.imul(L,lt)|0,i=i+Math.imul(L,ct)|0,n=n+Math.imul(A,ht)|0,a=(a=a+Math.imul(A,ft)|0)+Math.imul(S,ht)|0,i=i+Math.imul(S,ft)|0;var Ct=(c+(n=n+Math.imul(T,dt)|0)|0)+((8191&(a=(a=a+Math.imul(T,gt)|0)+Math.imul(k,dt)|0))<<13)|0;c=((i=i+Math.imul(k,gt)|0)+(a>>>13)|0)+(Ct>>>26)|0,Ct&=67108863,n=Math.imul(B,rt),a=(a=Math.imul(B,nt))+Math.imul(N,rt)|0,i=Math.imul(N,nt),n=n+Math.imul(D,it)|0,a=(a=a+Math.imul(D,ot)|0)+Math.imul(R,it)|0,i=i+Math.imul(R,ot)|0,n=n+Math.imul(I,lt)|0,a=(a=a+Math.imul(I,ct)|0)+Math.imul(z,lt)|0,i=i+Math.imul(z,ct)|0,n=n+Math.imul(C,ht)|0,a=(a=a+Math.imul(C,ft)|0)+Math.imul(L,ht)|0,i=i+Math.imul(L,ft)|0;var Lt=(c+(n=n+Math.imul(A,dt)|0)|0)+((8191&(a=(a=a+Math.imul(A,gt)|0)+Math.imul(S,dt)|0))<<13)|0;c=((i=i+Math.imul(S,gt)|0)+(a>>>13)|0)+(Lt>>>26)|0,Lt&=67108863,n=Math.imul(B,it),a=(a=Math.imul(B,ot))+Math.imul(N,it)|0,i=Math.imul(N,ot),n=n+Math.imul(D,lt)|0,a=(a=a+Math.imul(D,ct)|0)+Math.imul(R,lt)|0,i=i+Math.imul(R,ct)|0,n=n+Math.imul(I,ht)|0,a=(a=a+Math.imul(I,ft)|0)+Math.imul(z,ht)|0,i=i+Math.imul(z,ft)|0;var Pt=(c+(n=n+Math.imul(C,dt)|0)|0)+((8191&(a=(a=a+Math.imul(C,gt)|0)+Math.imul(L,dt)|0))<<13)|0;c=((i=i+Math.imul(L,gt)|0)+(a>>>13)|0)+(Pt>>>26)|0,Pt&=67108863,n=Math.imul(B,lt),a=(a=Math.imul(B,ct))+Math.imul(N,lt)|0,i=Math.imul(N,ct),n=n+Math.imul(D,ht)|0,a=(a=a+Math.imul(D,ft)|0)+Math.imul(R,ht)|0,i=i+Math.imul(R,ft)|0;var It=(c+(n=n+Math.imul(I,dt)|0)|0)+((8191&(a=(a=a+Math.imul(I,gt)|0)+Math.imul(z,dt)|0))<<13)|0;c=((i=i+Math.imul(z,gt)|0)+(a>>>13)|0)+(It>>>26)|0,It&=67108863,n=Math.imul(B,ht),a=(a=Math.imul(B,ft))+Math.imul(N,ht)|0,i=Math.imul(N,ft);var zt=(c+(n=n+Math.imul(D,dt)|0)|0)+((8191&(a=(a=a+Math.imul(D,gt)|0)+Math.imul(R,dt)|0))<<13)|0;c=((i=i+Math.imul(R,gt)|0)+(a>>>13)|0)+(zt>>>26)|0,zt&=67108863;var Ot=(c+(n=Math.imul(B,dt))|0)+((8191&(a=(a=Math.imul(B,gt))+Math.imul(N,dt)|0))<<13)|0;return c=((i=Math.imul(N,gt))+(a>>>13)|0)+(Ot>>>26)|0,Ot&=67108863,l[0]=mt,l[1]=vt,l[2]=yt,l[3]=xt,l[4]=bt,l[5]=_t,l[6]=wt,l[7]=Tt,l[8]=kt,l[9]=Mt,l[10]=At,l[11]=St,l[12]=Et,l[13]=Ct,l[14]=Lt,l[15]=Pt,l[16]=It,l[17]=zt,l[18]=Ot,0!==c&&(l[19]=c,r.length++),r};function d(t,e,r){return(new g).mulp(t,e,r)}function g(t,e){this.x=t,this.y=e}Math.imul||(p=f),i.prototype.mulTo=function(t,e){var r=this.length+t.length;return 10===this.length&&10===t.length?p(this,t,e):r<63?f(this,t,e):r<1024?function(t,e,r){r.negative=e.negative^t.negative,r.length=t.length+e.length;for(var n=0,a=0,i=0;i<r.length-1;i++){var o=a;a=0;for(var s=67108863&n,l=Math.min(i,e.length-1),c=Math.max(0,i-t.length+1);c<=l;c++){var u=i-c,h=(0|t.words[u])*(0|e.words[c]),f=67108863&h;s=67108863&(f=f+s|0),a+=(o=(o=o+(h/67108864|0)|0)+(f>>>26)|0)>>>26,o&=67108863}r.words[i]=s,n=o,o=a}return 0!==n?r.words[i]=n:r.length--,r.strip()}(this,t,e):d(this,t,e)},g.prototype.makeRBT=function(t){for(var e=new Array(t),r=i.prototype._countBits(t)-1,n=0;n<t;n++)e[n]=this.revBin(n,r,t);return e},g.prototype.revBin=function(t,e,r){if(0===t||t===r-1)return t;for(var n=0,a=0;a<e;a++)n|=(1&t)<<e-a-1,t>>=1;return n},g.prototype.permute=function(t,e,r,n,a,i){for(var o=0;o<i;o++)n[o]=e[t[o]],a[o]=r[t[o]]},g.prototype.transform=function(t,e,r,n,a,i){this.permute(i,t,e,r,n,a);for(var o=1;o<a;o<<=1)for(var s=o<<1,l=Math.cos(2*Math.PI/s),c=Math.sin(2*Math.PI/s),u=0;u<a;u+=s)for(var h=l,f=c,p=0;p<o;p++){var d=r[u+p],g=n[u+p],m=r[u+p+o],v=n[u+p+o],y=h*m-f*v;v=h*v+f*m,m=y,r[u+p]=d+m,n[u+p]=g+v,r[u+p+o]=d-m,n[u+p+o]=g-v,p!==s&&(y=l*h-c*f,f=l*f+c*h,h=y)}},g.prototype.guessLen13b=function(t,e){var r=1|Math.max(e,t),n=1&r,a=0;for(r=r/2|0;r;r>>>=1)a++;return 1<<a+1+n},g.prototype.conjugate=function(t,e,r){if(!(r<=1))for(var n=0;n<r/2;n++){var a=t[n];t[n]=t[r-n-1],t[r-n-1]=a,a=e[n],e[n]=-e[r-n-1],e[r-n-1]=-a}},g.prototype.normalize13b=function(t,e){for(var r=0,n=0;n<e/2;n++){var a=8192*Math.round(t[2*n+1]/e)+Math.round(t[2*n]/e)+r;t[n]=67108863&a,r=a<67108864?0:a/67108864|0}return t},g.prototype.convert13b=function(t,e,r,a){for(var i=0,o=0;o<e;o++)i+=0|t[o],r[2*o]=8191&i,i>>>=13,r[2*o+1]=8191&i,i>>>=13;for(o=2*e;o<a;++o)r[o]=0;n(0===i),n(0==(-8192&i))},g.prototype.stub=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=0;return e},g.prototype.mulp=function(t,e,r){var n=2*this.guessLen13b(t.length,e.length),a=this.makeRBT(n),i=this.stub(n),o=new Array(n),s=new Array(n),l=new Array(n),c=new Array(n),u=new Array(n),h=new Array(n),f=r.words;f.length=n,this.convert13b(t.words,t.length,o,n),this.convert13b(e.words,e.length,c,n),this.transform(o,i,s,l,n,a),this.transform(c,i,u,h,n,a);for(var p=0;p<n;p++){var d=s[p]*u[p]-l[p]*h[p];l[p]=s[p]*h[p]+l[p]*u[p],s[p]=d}return this.conjugate(s,l,n),this.transform(s,l,f,i,n,a),this.conjugate(f,i,n),this.normalize13b(f,n),r.negative=t.negative^e.negative,r.length=t.length+e.length,r.strip()},i.prototype.mul=function(t){var e=new i(null);return e.words=new Array(this.length+t.length),this.mulTo(t,e)},i.prototype.mulf=function(t){var e=new i(null);return e.words=new Array(this.length+t.length),d(this,t,e)},i.prototype.imul=function(t){return this.clone().mulTo(t,this)},i.prototype.imuln=function(t){n(\"number\"==typeof t),n(t<67108864);for(var e=0,r=0;r<this.length;r++){var a=(0|this.words[r])*t,i=(67108863&a)+(67108863&e);e>>=26,e+=a/67108864|0,e+=i>>>26,this.words[r]=67108863&i}return 0!==e&&(this.words[r]=e,this.length++),this},i.prototype.muln=function(t){return this.clone().imuln(t)},i.prototype.sqr=function(){return this.mul(this)},i.prototype.isqr=function(){return this.imul(this.clone())},i.prototype.pow=function(t){var e=function(t){for(var e=new Array(t.bitLength()),r=0;r<e.length;r++){var n=r/26|0,a=r%26;e[r]=(t.words[n]&1<<a)>>>a}return e}(t);if(0===e.length)return new i(1);for(var r=this,n=0;n<e.length&&0===e[n];n++,r=r.sqr());if(++n<e.length)for(var a=r.sqr();n<e.length;n++,a=a.sqr())0!==e[n]&&(r=r.mul(a));return r},i.prototype.iushln=function(t){n(\"number\"==typeof t&&t>=0);var e,r=t%26,a=(t-r)/26,i=67108863>>>26-r<<26-r;if(0!==r){var o=0;for(e=0;e<this.length;e++){var s=this.words[e]&i,l=(0|this.words[e])-s<<r;this.words[e]=l|o,o=s>>>26-r}o&&(this.words[e]=o,this.length++)}if(0!==a){for(e=this.length-1;e>=0;e--)this.words[e+a]=this.words[e];for(e=0;e<a;e++)this.words[e]=0;this.length+=a}return this.strip()},i.prototype.ishln=function(t){return n(0===this.negative),this.iushln(t)},i.prototype.iushrn=function(t,e,r){var a;n(\"number\"==typeof t&&t>=0),a=e?(e-e%26)/26:0;var i=t%26,o=Math.min((t-i)/26,this.length),s=67108863^67108863>>>i<<i,l=r;if(a-=o,a=Math.max(0,a),l){for(var c=0;c<o;c++)l.words[c]=this.words[c];l.length=o}if(0===o);else if(this.length>o)for(this.length-=o,c=0;c<this.length;c++)this.words[c]=this.words[c+o];else this.words[0]=0,this.length=1;var u=0;for(c=this.length-1;c>=0&&(0!==u||c>=a);c--){var h=0|this.words[c];this.words[c]=u<<26-i|h>>>i,u=h&s}return l&&0!==u&&(l.words[l.length++]=u),0===this.length&&(this.words[0]=0,this.length=1),this.strip()},i.prototype.ishrn=function(t,e,r){return n(0===this.negative),this.iushrn(t,e,r)},i.prototype.shln=function(t){return this.clone().ishln(t)},i.prototype.ushln=function(t){return this.clone().iushln(t)},i.prototype.shrn=function(t){return this.clone().ishrn(t)},i.prototype.ushrn=function(t){return this.clone().iushrn(t)},i.prototype.testn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26,a=1<<e;return!(this.length<=r)&&!!(this.words[r]&a)},i.prototype.imaskn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,\"imaskn works only with positive numbers\"),this.length<=r)return this;if(0!==e&&r++,this.length=Math.min(r,this.length),0!==e){var a=67108863^67108863>>>e<<e;this.words[this.length-1]&=a}return this.strip()},i.prototype.maskn=function(t){return this.clone().imaskn(t)},i.prototype.iaddn=function(t){return n(\"number\"==typeof t),n(t<67108864),t<0?this.isubn(-t):0!==this.negative?1===this.length&&(0|this.words[0])<t?(this.words[0]=t-(0|this.words[0]),this.negative=0,this):(this.negative=0,this.isubn(t),this.negative=1,this):this._iaddn(t)},i.prototype._iaddn=function(t){this.words[0]+=t;for(var e=0;e<this.length&&this.words[e]>=67108864;e++)this.words[e]-=67108864,e===this.length-1?this.words[e+1]=1:this.words[e+1]++;return this.length=Math.max(this.length,e+1),this},i.prototype.isubn=function(t){if(n(\"number\"==typeof t),n(t<67108864),t<0)return this.iaddn(-t);if(0!==this.negative)return this.negative=0,this.iaddn(t),this.negative=1,this;if(this.words[0]-=t,1===this.length&&this.words[0]<0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e<this.length&&this.words[e]<0;e++)this.words[e]+=67108864,this.words[e+1]-=1;return this.strip()},i.prototype.addn=function(t){return this.clone().iaddn(t)},i.prototype.subn=function(t){return this.clone().isubn(t)},i.prototype.iabs=function(){return this.negative=0,this},i.prototype.abs=function(){return this.clone().iabs()},i.prototype._ishlnsubmul=function(t,e,r){var a,i,o=t.length+r;this._expand(o);var s=0;for(a=0;a<t.length;a++){i=(0|this.words[a+r])+s;var l=(0|t.words[a])*e;s=((i-=67108863&l)>>26)-(l/67108864|0),this.words[a+r]=67108863&i}for(;a<this.length-r;a++)s=(i=(0|this.words[a+r])+s)>>26,this.words[a+r]=67108863&i;if(0===s)return this.strip();for(n(-1===s),s=0,a=0;a<this.length;a++)s=(i=-(0|this.words[a])+s)>>26,this.words[a]=67108863&i;return this.negative=1,this.strip()},i.prototype._wordDiv=function(t,e){var r=(this.length,t.length),n=this.clone(),a=t,o=0|a.words[a.length-1];0!==(r=26-this._countBits(o))&&(a=a.ushln(r),n.iushln(r),o=0|a.words[a.length-1]);var s,l=n.length-a.length;if(\"mod\"!==e){(s=new i(null)).length=l+1,s.words=new Array(s.length);for(var c=0;c<s.length;c++)s.words[c]=0}var u=n.clone()._ishlnsubmul(a,1,l);0===u.negative&&(n=u,s&&(s.words[l]=1));for(var h=l-1;h>=0;h--){var f=67108864*(0|n.words[a.length+h])+(0|n.words[a.length+h-1]);for(f=Math.min(f/o|0,67108863),n._ishlnsubmul(a,f,h);0!==n.negative;)f--,n.negative=0,n._ishlnsubmul(a,1,h),n.isZero()||(n.negative^=1);s&&(s.words[h]=f)}return s&&s.strip(),n.strip(),\"div\"!==e&&0!==r&&n.iushrn(r),{div:s||null,mod:n}},i.prototype.divmod=function(t,e,r){return n(!t.isZero()),this.isZero()?{div:new i(0),mod:new i(0)}:0!==this.negative&&0===t.negative?(s=this.neg().divmod(t,e),\"mod\"!==e&&(a=s.div.neg()),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.iadd(t)),{div:a,mod:o}):0===this.negative&&0!==t.negative?(s=this.divmod(t.neg(),e),\"mod\"!==e&&(a=s.div.neg()),{div:a,mod:s.mod}):0!=(this.negative&t.negative)?(s=this.neg().divmod(t.neg(),e),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.isub(t)),{div:s.div,mod:o}):t.length>this.length||this.cmp(t)<0?{div:new i(0),mod:this}:1===t.length?\"div\"===e?{div:this.divn(t.words[0]),mod:null}:\"mod\"===e?{div:null,mod:new i(this.modn(t.words[0]))}:{div:this.divn(t.words[0]),mod:new i(this.modn(t.words[0]))}:this._wordDiv(t,e);var a,o,s},i.prototype.div=function(t){return this.divmod(t,\"div\",!1).div},i.prototype.mod=function(t){return this.divmod(t,\"mod\",!1).mod},i.prototype.umod=function(t){return this.divmod(t,\"mod\",!0).mod},i.prototype.divRound=function(t){var e=this.divmod(t);if(e.mod.isZero())return e.div;var r=0!==e.div.negative?e.mod.isub(t):e.mod,n=t.ushrn(1),a=t.andln(1),i=r.cmp(n);return i<0||1===a&&0===i?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},i.prototype.modn=function(t){n(t<=67108863);for(var e=(1<<26)%t,r=0,a=this.length-1;a>=0;a--)r=(e*r+(0|this.words[a]))%t;return r},i.prototype.idivn=function(t){n(t<=67108863);for(var e=0,r=this.length-1;r>=0;r--){var a=(0|this.words[r])+67108864*e;this.words[r]=a/t|0,e=a%t}return this.strip()},i.prototype.divn=function(t){return this.clone().idivn(t)},i.prototype.egcd=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var a=new i(1),o=new i(0),s=new i(0),l=new i(1),c=0;e.isEven()&&r.isEven();)e.iushrn(1),r.iushrn(1),++c;for(var u=r.clone(),h=e.clone();!e.isZero();){for(var f=0,p=1;0==(e.words[0]&p)&&f<26;++f,p<<=1);if(f>0)for(e.iushrn(f);f-- >0;)(a.isOdd()||o.isOdd())&&(a.iadd(u),o.isub(h)),a.iushrn(1),o.iushrn(1);for(var d=0,g=1;0==(r.words[0]&g)&&d<26;++d,g<<=1);if(d>0)for(r.iushrn(d);d-- >0;)(s.isOdd()||l.isOdd())&&(s.iadd(u),l.isub(h)),s.iushrn(1),l.iushrn(1);e.cmp(r)>=0?(e.isub(r),a.isub(s),o.isub(l)):(r.isub(e),s.isub(a),l.isub(o))}return{a:s,b:l,gcd:r.iushln(c)}},i.prototype._invmp=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var a,o=new i(1),s=new i(0),l=r.clone();e.cmpn(1)>0&&r.cmpn(1)>0;){for(var c=0,u=1;0==(e.words[0]&u)&&c<26;++c,u<<=1);if(c>0)for(e.iushrn(c);c-- >0;)o.isOdd()&&o.iadd(l),o.iushrn(1);for(var h=0,f=1;0==(r.words[0]&f)&&h<26;++h,f<<=1);if(h>0)for(r.iushrn(h);h-- >0;)s.isOdd()&&s.iadd(l),s.iushrn(1);e.cmp(r)>=0?(e.isub(r),o.isub(s)):(r.isub(e),s.isub(o))}return(a=0===e.cmpn(1)?o:s).cmpn(0)<0&&a.iadd(t),a},i.prototype.gcd=function(t){if(this.isZero())return t.abs();if(t.isZero())return this.abs();var e=this.clone(),r=t.clone();e.negative=0,r.negative=0;for(var n=0;e.isEven()&&r.isEven();n++)e.iushrn(1),r.iushrn(1);for(;;){for(;e.isEven();)e.iushrn(1);for(;r.isEven();)r.iushrn(1);var a=e.cmp(r);if(a<0){var i=e;e=r,r=i}else if(0===a||0===r.cmpn(1))break;e.isub(r)}return r.iushln(n)},i.prototype.invm=function(t){return this.egcd(t).a.umod(t)},i.prototype.isEven=function(){return 0==(1&this.words[0])},i.prototype.isOdd=function(){return 1==(1&this.words[0])},i.prototype.andln=function(t){return this.words[0]&t},i.prototype.bincn=function(t){n(\"number\"==typeof t);var e=t%26,r=(t-e)/26,a=1<<e;if(this.length<=r)return this._expand(r+1),this.words[r]|=a,this;for(var i=a,o=r;0!==i&&o<this.length;o++){var s=0|this.words[o];i=(s+=i)>>>26,s&=67108863,this.words[o]=s}return 0!==i&&(this.words[o]=i,this.length++),this},i.prototype.isZero=function(){return 1===this.length&&0===this.words[0]},i.prototype.cmpn=function(t){var e,r=t<0;if(0!==this.negative&&!r)return-1;if(0===this.negative&&r)return 1;if(this.strip(),this.length>1)e=1;else{r&&(t=-t),n(t<=67108863,\"Number is too big\");var a=0|this.words[0];e=a===t?0:a<t?-1:1}return 0!==this.negative?0|-e:e},i.prototype.cmp=function(t){if(0!==this.negative&&0===t.negative)return-1;if(0===this.negative&&0!==t.negative)return 1;var e=this.ucmp(t);return 0!==this.negative?0|-e:e},i.prototype.ucmp=function(t){if(this.length>t.length)return 1;if(this.length<t.length)return-1;for(var e=0,r=this.length-1;r>=0;r--){var n=0|this.words[r],a=0|t.words[r];if(n!==a){n<a?e=-1:n>a&&(e=1);break}}return e},i.prototype.gtn=function(t){return 1===this.cmpn(t)},i.prototype.gt=function(t){return 1===this.cmp(t)},i.prototype.gten=function(t){return this.cmpn(t)>=0},i.prototype.gte=function(t){return this.cmp(t)>=0},i.prototype.ltn=function(t){return-1===this.cmpn(t)},i.prototype.lt=function(t){return-1===this.cmp(t)},i.prototype.lten=function(t){return this.cmpn(t)<=0},i.prototype.lte=function(t){return this.cmp(t)<=0},i.prototype.eqn=function(t){return 0===this.cmpn(t)},i.prototype.eq=function(t){return 0===this.cmp(t)},i.red=function(t){return new w(t)},i.prototype.toRed=function(t){return n(!this.red,\"Already a number in reduction context\"),n(0===this.negative,\"red works only with positives\"),t.convertTo(this)._forceRed(t)},i.prototype.fromRed=function(){return n(this.red,\"fromRed works only with numbers in reduction context\"),this.red.convertFrom(this)},i.prototype._forceRed=function(t){return this.red=t,this},i.prototype.forceRed=function(t){return n(!this.red,\"Already a number 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numbers\"),this.red._verify1(this),this.red.sqr(this)},i.prototype.redISqr=function(){return n(this.red,\"redISqr works only with red numbers\"),this.red._verify1(this),this.red.isqr(this)},i.prototype.redSqrt=function(){return n(this.red,\"redSqrt works only with red numbers\"),this.red._verify1(this),this.red.sqrt(this)},i.prototype.redInvm=function(){return n(this.red,\"redInvm works only with red numbers\"),this.red._verify1(this),this.red.invm(this)},i.prototype.redNeg=function(){return n(this.red,\"redNeg works only with red numbers\"),this.red._verify1(this),this.red.neg(this)},i.prototype.redPow=function(t){return n(this.red&&!t.red,\"redPow(normalNum)\"),this.red._verify1(this),this.red.pow(this,t)};var m={k256:null,p224:null,p192:null,p25519:null};function v(t,e){this.name=t,this.p=new i(e,16),this.n=this.p.bitLength(),this.k=new i(1).iushln(this.n).isub(this.p),this.tmp=this._tmp()}function y(){v.call(this,\"k256\",\"ffffffff ffffffff ffffffff ffffffff ffffffff ffffffff 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r=t.mul(e),n=r.maskn(this.shift).mul(this.minv).imaskn(this.shift).mul(this.m),a=r.isub(n).iushrn(this.shift),o=a;return a.cmp(this.m)>=0?o=a.isub(this.m):a.cmpn(0)<0&&(o=a.iadd(this.m)),o._forceRed(this)},T.prototype.invm=function(t){return this.imod(t._invmp(this.m).mul(this.r2))._forceRed(this)}}(\"undefined\"==typeof e||e,this)},{buffer:106}],98:[function(t,e,r){\"use strict\";e.exports=function(t){var e,r,n,a=t.length,i=0;for(e=0;e<a;++e)i+=t[e].length;var o=new Array(i),s=0;for(e=0;e<a;++e){var l=t[e],c=l.length;for(r=0;r<c;++r){var u=o[s++]=new Array(c-1),h=0;for(n=0;n<c;++n)n!==r&&(u[h++]=l[n]);if(1&r){var f=u[1];u[1]=u[0],u[0]=f}}}return o}},{}],99:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){switch(arguments.length){case 1:return h(t);case 2:return\"function\"==typeof e?c(t,t,e,!0):f(t,e);case 3:return c(t,e,r,!1);default:throw new Error(\"box-intersect: Invalid arguments\")}};var n,a=t(\"typedarray-pool\"),i=t(\"./lib/sweep\"),o=t(\"./lib/intersect\");function 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+       "/*!\n",
+       " * The buffer module from node.js, for the browser.\n",
+       " *\n",
+       " * @author   Feross Aboukhadijeh <https://feross.org>\n",
+       " * @license  MIT\n",
+       " */\n",
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+       "/*!\n",
+       " * @overview es6-promise - a tiny implementation of Promises/A+.\n",
+       " * @copyright Copyright (c) 2014 Yehuda Katz, Tom Dale, Stefan Penner and contributors (Conversion to ES6 API by Jake Archibald)\n",
+       " * @license   Licensed under MIT license\n",
+       " *            See https://raw.githubusercontent.com/stefanpenner/es6-promise/master/LICENSE\n",
+       " * @version   v4.2.8+1e68dce6\n",
+       " */\n",
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e=a[0],r=a.length-1;r>0;--r)e+=a[r]/(t+r);var n=t+607/128+.5;return.5*Math.log(2*Math.PI)+(t+.5)*Math.log(n)-n+Math.log(e)-Math.log(t)}e.exports=function t(e){if(e<.5)return Math.PI/(Math.sin(Math.PI*e)*t(1-e));if(e>100)return Math.exp(i(e));e-=1;for(var r=n[0],a=1;a<9;a++)r+=n[a]/(e+a);var o=e+7+.5;return Math.sqrt(2*Math.PI)*Math.pow(o,e+.5)*Math.exp(-o)*r},e.exports.log=i},{}],245:[function(t,e,r){e.exports=function(t,e){if(\"string\"!=typeof t)throw new TypeError(\"must specify type string\");if(e=e||{},\"undefined\"==typeof document&&!e.canvas)return null;var r=e.canvas||document.createElement(\"canvas\");\"number\"==typeof e.width&&(r.width=e.width);\"number\"==typeof e.height&&(r.height=e.height);var n,a=e;try{var i=[t];0===t.indexOf(\"webgl\")&&i.push(\"experimental-\"+t);for(var o=0;o<i.length;o++)if(n=r.getContext(i[o],a))return n}catch(t){n=null}return n||null}},{}],246:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=new u(t);return r.update(e),r};var n=t(\"./lib/text.js\"),a=t(\"./lib/lines.js\"),i=t(\"./lib/background.js\"),o=t(\"./lib/cube.js\"),s=t(\"./lib/ticks.js\"),l=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]);function c(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function u(t){this.gl=t,this.pixelRatio=1,this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.autoTicks=!0,this.tickSpacing=[1,1,1],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickAlign=[\"auto\",\"auto\",\"auto\"],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[10,10,10],this.lastCubeProps={cubeEdges:[0,0,0],axis:[0,0,0]},this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=\"sans-serif\",this.labelSize=[20,20,20],this.labelAngle=[0,0,0],this.labelAlign=[\"auto\",\"auto\",\"auto\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[10,10,10],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[0,0,0],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!1,!1,!1],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._firstInit=!0,this._text=null,this._lines=null,this._background=i(t)}var h=u.prototype;function f(){this.primalOffset=[0,0,0],this.primalMinor=[0,0,0],this.mirrorOffset=[0,0,0],this.mirrorMinor=[0,0,0]}h.update=function(t){function e(e,r,n){if(n in t){var a,i=t[n],o=this[n];(e?Array.isArray(i)&&Array.isArray(i[0]):Array.isArray(i))?this[n]=a=[r(i[0]),r(i[1]),r(i[2])]:this[n]=a=[r(i),r(i),r(i)];for(var s=0;s<3;++s)if(a[s]!==o[s])return!0}return!1}t=t||{};var r,i=e.bind(this,!1,Number),o=e.bind(this,!1,Boolean),l=e.bind(this,!1,String),c=e.bind(this,!0,(function(t){if(Array.isArray(t)){if(3===t.length)return[+t[0],+t[1],+t[2],1];if(4===t.length)return[+t[0],+t[1],+t[2],+t[3]]}return[0,0,0,1]})),u=!1,h=!1;if(\"bounds\"in t)for(var f=t.bounds,p=0;p<2;++p)for(var d=0;d<3;++d)f[p][d]!==this.bounds[p][d]&&(h=!0),this.bounds[p][d]=f[p][d];if(\"ticks\"in t){r=t.ticks,u=!0,this.autoTicks=!1;for(p=0;p<3;++p)this.tickSpacing[p]=0}else i(\"tickSpacing\")&&(this.autoTicks=!0,h=!0);if(this._firstInit&&(\"ticks\"in t||\"tickSpacing\"in t||(this.autoTicks=!0),h=!0,u=!0,this._firstInit=!1),h&&this.autoTicks&&(r=s.create(this.bounds,this.tickSpacing),u=!0),u){for(p=0;p<3;++p)r[p].sort((function(t,e){return t.x-e.x}));s.equal(r,this.ticks)?u=!1:this.ticks=r}o(\"tickEnable\"),l(\"tickFont\")&&(u=!0),i(\"tickSize\"),i(\"tickAngle\"),i(\"tickPad\"),c(\"tickColor\");var g=l(\"labels\");l(\"labelFont\")&&(g=!0),o(\"labelEnable\"),i(\"labelSize\"),i(\"labelPad\"),c(\"labelColor\"),o(\"lineEnable\"),o(\"lineMirror\"),i(\"lineWidth\"),c(\"lineColor\"),o(\"lineTickEnable\"),o(\"lineTickMirror\"),i(\"lineTickLength\"),i(\"lineTickWidth\"),c(\"lineTickColor\"),o(\"gridEnable\"),i(\"gridWidth\"),c(\"gridColor\"),o(\"zeroEnable\"),c(\"zeroLineColor\"),i(\"zeroLineWidth\"),o(\"backgroundEnable\"),c(\"backgroundColor\"),this._text?this._text&&(g||u)&&this._text.update(this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont):this._text=n(this.gl,this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont),this._lines&&u&&(this._lines.dispose(),this._lines=null),this._lines||(this._lines=a(this.gl,this.bounds,this.ticks))};var p=[new f,new f,new f];function d(t,e,r,n,a){for(var i=t.primalOffset,o=t.primalMinor,s=t.mirrorOffset,l=t.mirrorMinor,c=n[e],u=0;u<3;++u)if(e!==u){var h=i,f=s,p=o,d=l;c&1<<u&&(h=s,f=i,p=l,d=o),h[u]=r[0][u],f[u]=r[1][u],a[u]>0?(p[u]=-1,d[u]=0):(p[u]=0,d[u]=1)}}var g=[0,0,0],m={model:l,view:l,projection:l,_ortho:!1};h.isOpaque=function(){return!0},h.isTransparent=function(){return!1},h.drawTransparent=function(t){};var v=[0,0,0],y=[0,0,0],x=[0,0,0];h.draw=function(t){t=t||m;for(var e=this.gl,r=t.model||l,n=t.view||l,a=t.projection||l,i=this.bounds,s=t._ortho||!1,u=o(r,n,a,i,s),h=u.cubeEdges,f=u.axis,b=n[12],_=n[13],w=n[14],T=n[15],k=(s?2:1)*this.pixelRatio*(a[3]*b+a[7]*_+a[11]*w+a[15]*T)/e.drawingBufferHeight,M=0;M<3;++M)this.lastCubeProps.cubeEdges[M]=h[M],this.lastCubeProps.axis[M]=f[M];var A=p;for(M=0;M<3;++M)d(p[M],M,this.bounds,h,f);e=this.gl;var S,E=g;for(M=0;M<3;++M)this.backgroundEnable[M]?E[M]=f[M]:E[M]=0;this._background.draw(r,n,a,i,E,this.backgroundColor),this._lines.bind(r,n,a,this);for(M=0;M<3;++M){var C=[0,0,0];f[M]>0?C[M]=i[1][M]:C[M]=i[0][M];for(var L=0;L<2;++L){var P=(M+1+L)%3,I=(M+1+(1^L))%3;this.gridEnable[P]&&this._lines.drawGrid(P,I,this.bounds,C,this.gridColor[P],this.gridWidth[P]*this.pixelRatio)}for(L=0;L<2;++L){P=(M+1+L)%3,I=(M+1+(1^L))%3;this.zeroEnable[I]&&Math.min(i[0][I],i[1][I])<=0&&Math.max(i[0][I],i[1][I])>=0&&this._lines.drawZero(P,I,this.bounds,C,this.zeroLineColor[I],this.zeroLineWidth[I]*this.pixelRatio)}}for(M=0;M<3;++M){this.lineEnable[M]&&this._lines.drawAxisLine(M,this.bounds,A[M].primalOffset,this.lineColor[M],this.lineWidth[M]*this.pixelRatio),this.lineMirror[M]&&this._lines.drawAxisLine(M,this.bounds,A[M].mirrorOffset,this.lineColor[M],this.lineWidth[M]*this.pixelRatio);var z=c(v,A[M].primalMinor),O=c(y,A[M].mirrorMinor),D=this.lineTickLength;for(L=0;L<3;++L){var R=k/r[5*L];z[L]*=D[L]*R,O[L]*=D[L]*R}this.lineTickEnable[M]&&this._lines.drawAxisTicks(M,A[M].primalOffset,z,this.lineTickColor[M],this.lineTickWidth[M]*this.pixelRatio),this.lineTickMirror[M]&&this._lines.drawAxisTicks(M,A[M].mirrorOffset,O,this.lineTickColor[M],this.lineTickWidth[M]*this.pixelRatio)}this._lines.unbind(),this._text.bind(r,n,a,this.pixelRatio);var F,B;function N(t){(B=[0,0,0])[t]=1}function j(t,e,r){var n=(t+1)%3,a=(t+2)%3,i=e[n],o=e[a],s=r[n],l=r[a];i>0&&l>0||i>0&&l<0||i<0&&l>0||i<0&&l<0?N(n):(o>0&&s>0||o>0&&s<0||o<0&&s>0||o<0&&s<0)&&N(a)}for(M=0;M<3;++M){var U=A[M].primalMinor,V=A[M].mirrorMinor,q=c(x,A[M].primalOffset);for(L=0;L<3;++L)this.lineTickEnable[M]&&(q[L]+=k*U[L]*Math.max(this.lineTickLength[L],0)/r[5*L]);var H=[0,0,0];if(H[M]=1,this.tickEnable[M]){-3600===this.tickAngle[M]?(this.tickAngle[M]=0,this.tickAlign[M]=\"auto\"):this.tickAlign[M]=-1,F=1,\"auto\"===(S=[this.tickAlign[M],.5,F])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]),B=[0,0,0],j(M,U,V);for(L=0;L<3;++L)q[L]+=k*U[L]*this.tickPad[L]/r[5*L];this._text.drawTicks(M,this.tickSize[M],this.tickAngle[M],q,this.tickColor[M],H,B,S)}if(this.labelEnable[M]){F=0,B=[0,0,0],this.labels[M].length>4&&(N(M),F=1),\"auto\"===(S=[this.labelAlign[M],.5,F])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]);for(L=0;L<3;++L)q[L]+=k*U[L]*this.labelPad[L]/r[5*L];q[M]+=.5*(i[0][M]+i[1][M]),this._text.drawLabel(M,this.labelSize[M],this.labelAngle[M],q,this.labelColor[M],[0,0,0],B,S)}}this._text.unbind()},h.dispose=function(){this._text.dispose(),this._lines.dispose(),this._background.dispose(),this._lines=null,this._text=null,this._background=null,this.gl=null}},{\"./lib/background.js\":247,\"./lib/cube.js\":248,\"./lib/lines.js\":249,\"./lib/text.js\":251,\"./lib/ticks.js\":252}],247:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=[],r=[],s=0,l=0;l<3;++l)for(var c=(l+1)%3,u=(l+2)%3,h=[0,0,0],f=[0,0,0],p=-1;p<=1;p+=2){r.push(s,s+2,s+1,s+1,s+2,s+3),h[l]=p,f[l]=p;for(var d=-1;d<=1;d+=2){h[c]=d;for(var g=-1;g<=1;g+=2)h[u]=g,e.push(h[0],h[1],h[2],f[0],f[1],f[2]),s+=1}var m=c;c=u,u=m}var v=n(t,new Float32Array(e)),y=n(t,new Uint16Array(r),t.ELEMENT_ARRAY_BUFFER),x=a(t,[{buffer:v,type:t.FLOAT,size:3,offset:0,stride:24},{buffer:v,type:t.FLOAT,size:3,offset:12,stride:24}],y),b=i(t);return b.attributes.position.location=0,b.attributes.normal.location=1,new o(t,v,x,b)};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"./shaders\").bg;function o(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n}var s=o.prototype;s.draw=function(t,e,r,n,a,i){for(var o=!1,s=0;s<3;++s)o=o||a[s];if(o){var l=this.gl;l.enable(l.POLYGON_OFFSET_FILL),l.polygonOffset(1,2),this.shader.bind(),this.shader.uniforms={model:t,view:e,projection:r,bounds:n,enable:a,colors:i},this.vao.bind(),this.vao.draw(this.gl.TRIANGLES,36),this.vao.unbind(),l.disable(l.POLYGON_OFFSET_FILL)}},s.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders\":250,\"gl-buffer\":254,\"gl-vao\":331}],248:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,i,p){a(s,e,t),a(s,r,s);for(var y=0,x=0;x<2;++x){u[2]=i[x][2];for(var b=0;b<2;++b){u[1]=i[b][1];for(var _=0;_<2;++_)u[0]=i[_][0],f(l[y],u,s),y+=1}}var w=-1;for(x=0;x<8;++x){for(var T=l[x][3],k=0;k<3;++k)c[x][k]=l[x][k]/T;p&&(c[x][2]*=-1),T<0&&(w<0||c[x][2]<c[w][2])&&(w=x)}if(w<0){w=0;for(var M=0;M<3;++M){for(var A=(M+2)%3,S=(M+1)%3,E=-1,C=-1,L=0;L<2;++L){var P=(z=L<<M)+(L<<A)+(1-L<<S),I=z+(1-L<<A)+(L<<S);o(c[z],c[P],c[I],h)<0||(L?E=1:C=1)}if(E<0||C<0)C>E&&(w|=1<<M);else{for(L=0;L<2;++L){P=(z=L<<M)+(L<<A)+(1-L<<S),I=z+(1-L<<A)+(L<<S);var z,O=d([l[z],l[P],l[I],l[z+(1<<A)+(1<<S)]]);L?E=O:C=O}C>E&&(w|=1<<M)}}}var D=7^w,R=-1;for(x=0;x<8;++x)x!==w&&x!==D&&(R<0||c[R][1]>c[x][1])&&(R=x);var F=-1;for(x=0;x<3;++x){if((N=R^1<<x)!==w&&N!==D)F<0&&(F=N),(S=c[N])[0]<c[F][0]&&(F=N)}var B=-1;for(x=0;x<3;++x){var N;if((N=R^1<<x)!==w&&N!==D&&N!==F)B<0&&(B=N),(S=c[N])[0]>c[B][0]&&(B=N)}var j=g;j[0]=j[1]=j[2]=0,j[n.log2(F^R)]=R&F,j[n.log2(R^B)]=R&B;var U=7^B;U===w||U===D?(U=7^F,j[n.log2(B^U)]=U&B):j[n.log2(F^U)]=U&F;var V=m,q=w;for(M=0;M<3;++M)V[M]=q&1<<M?-1:1;return v};var n=t(\"bit-twiddle\"),a=t(\"gl-mat4/multiply\"),i=t(\"split-polygon\"),o=t(\"robust-orientation\"),s=new Array(16),l=new Array(8),c=new Array(8),u=new Array(3),h=[0,0,0];function f(t,e,r){for(var n=0;n<4;++n){t[n]=r[12+n];for(var a=0;a<3;++a)t[n]+=e[a]*r[4*a+n]}}!function(){for(var t=0;t<8;++t)l[t]=[1,1,1,1],c[t]=[1,1,1]}();var p=[[0,0,1,0,0],[0,0,-1,1,0],[0,-1,0,1,0],[0,1,0,1,0],[-1,0,0,1,0],[1,0,0,1,0]];function d(t){for(var e=0;e<p.length;++e)if((t=i.positive(t,p[e])).length<3)return 0;var r=t[0],n=r[0]/r[3],a=r[1]/r[3],o=0;for(e=1;e+1<t.length;++e){var s=t[e],l=t[e+1],c=s[0]/s[3]-n,u=s[1]/s[3]-a,h=l[0]/l[3]-n,f=l[1]/l[3]-a;o+=Math.abs(c*f-u*h)}return o}var g=[1,1,1],m=[0,0,0],v={cubeEdges:g,axis:m}},{\"bit-twiddle\":95,\"gl-mat4/multiply\":278,\"robust-orientation\":507,\"split-polygon\":525}],249:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){var o=[],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[0,0,0];o.push(0,0,1,0,1,1,0,0,-1,0,0,-1,0,1,1,0,1,-1);for(var h=0;h<3;++h){for(var f=o.length/3|0,d=0;d<r[h].length;++d){var g=+r[h][d].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}var m=o.length/3|0;s[h]=f,l[h]=m-f;f=o.length/3|0;for(var v=0;v<r[h].length;++v){g=+r[h][v].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}m=o.length/3|0;c[h]=f,u[h]=m-f}var y=n(t,new Float32Array(o)),x=a(t,[{buffer:y,type:t.FLOAT,size:3,stride:0,offset:0}]),b=i(t);return b.attributes.position.location=0,new p(t,y,x,b,l,s,u,c)};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"./shaders\").line,o=[0,0,0],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[1,1];function h(t){return t[0]=t[1]=t[2]=0,t}function f(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function p(t,e,r,n,a,i,o,s){this.gl=t,this.vertBuffer=e,this.vao=r,this.shader=n,this.tickCount=a,this.tickOffset=i,this.gridCount=o,this.gridOffset=s}var d=p.prototype;d.bind=function(t,e,r){this.shader.bind(),this.shader.uniforms.model=t,this.shader.uniforms.view=e,this.shader.uniforms.projection=r,u[0]=this.gl.drawingBufferWidth,u[1]=this.gl.drawingBufferHeight,this.shader.uniforms.screenShape=u,this.vao.bind()},d.unbind=function(){this.vao.unbind()},d.drawAxisLine=function(t,e,r,n,a){var i=h(s);this.shader.uniforms.majorAxis=s,i[t]=e[1][t]-e[0][t],this.shader.uniforms.minorAxis=i;var 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p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nfloat computeViewAngle(vec3 a, vec3 b) {\\n  vec3 A = project(a);\\n  vec3 B = project(b);\\n\\n  return atan(\\n    (B.y - A.y) * resolution.y,\\n    (B.x - A.x) * resolution.x\\n  );\\n}\\n\\nconst float PI = 3.141592;\\nconst float TWO_PI = 2.0 * PI;\\nconst float HALF_PI = 0.5 * PI;\\nconst float ONE_AND_HALF_PI = 1.5 * PI;\\n\\nint option = int(floor(alignOpt.x + 0.001));\\nfloat hv_ratio =       alignOpt.y;\\nbool enableAlign =    (alignOpt.z != 0.0);\\n\\nfloat mod_angle(float a) {\\n  return mod(a, PI);\\n}\\n\\nfloat positive_angle(float a) {\\n  return mod_angle((a < 0.0) ?\\n    a + TWO_PI :\\n    a\\n  );\\n}\\n\\nfloat look_upwards(float a) {\\n  float b = positive_angle(a);\\n  return ((b > HALF_PI) && (b <= ONE_AND_HALF_PI)) ?\\n    b - PI :\\n    b;\\n}\\n\\nfloat look_horizontal_or_vertical(float a, float ratio) {\\n  // ratio controls the ratio between being horizontal to (vertical + horizontal)\\n  // if ratio is set to 0.5 then it is 50%, 50%.\\n  // when using a higher ratio e.g. 0.75 the result would\\n  // likely be more horizontal than vertical.\\n\\n  float b = positive_angle(a);\\n\\n  return\\n    (b < (      ratio) * HALF_PI) ? 0.0 :\\n    (b < (2.0 - ratio) * HALF_PI) ? -HALF_PI :\\n    (b < (2.0 + ratio) * HALF_PI) ? 0.0 :\\n    (b < (4.0 - ratio) * HALF_PI) ? HALF_PI :\\n                                    0.0;\\n}\\n\\nfloat roundTo(float a, float b) {\\n  return float(b * floor((a + 0.5 * b) / b));\\n}\\n\\nfloat look_round_n_directions(float a, int n) {\\n  float b = positive_angle(a);\\n  float div = TWO_PI / float(n);\\n  float c = roundTo(b, div);\\n  return look_upwards(c);\\n}\\n\\nfloat applyAlignOption(float rawAngle, float delta) {\\n  return\\n    (option >  2) ? look_round_n_directions(rawAngle + delta, option) :       // option 3-n: round to n directions\\n    (option == 2) ? look_horizontal_or_vertical(rawAngle + delta, hv_ratio) : // horizontal or vertical\\n    (option == 1) ? rawAngle + delta :       // use free angle, and flip to align with one direction of the axis\\n    (option == 0) ? look_upwards(rawAngle) : // use free angle, and stay upwards\\n    (option ==-1) ? 0.0 :                    // useful for backward compatibility, all texts remains horizontal\\n                    rawAngle;                // otherwise return back raw input angle\\n}\\n\\nbool isAxisTitle = (axis.x == 0.0) &&\\n                   (axis.y == 0.0) &&\\n                   (axis.z == 0.0);\\n\\nvoid main() {\\n  //Compute world offset\\n  float axisDistance = position.z;\\n  vec3 dataPosition = axisDistance * axis + offset;\\n\\n  float beta = angle; // i.e. user defined attributes for each tick\\n\\n  float axisAngle;\\n  float clipAngle;\\n  float flip;\\n\\n  if (enableAlign) {\\n    axisAngle = (isAxisTitle) ? HALF_PI :\\n                      computeViewAngle(dataPosition, dataPosition + axis);\\n    clipAngle = computeViewAngle(dataPosition, dataPosition + alignDir);\\n\\n    axisAngle += (sin(axisAngle) < 0.0) ? PI : 0.0;\\n    clipAngle += (sin(clipAngle) < 0.0) ? PI : 0.0;\\n\\n    flip = (dot(vec2(cos(axisAngle), sin(axisAngle)),\\n                vec2(sin(clipAngle),-cos(clipAngle))) > 0.0) ? 1.0 : 0.0;\\n\\n    beta += applyAlignOption(clipAngle, flip * PI);\\n  }\\n\\n  //Compute plane offset\\n  vec2 planeCoord = position.xy * pixelScale;\\n\\n  mat2 planeXform = scale * mat2(\\n     cos(beta), sin(beta),\\n    -sin(beta), cos(beta)\\n  );\\n\\n  vec2 viewOffset = 2.0 * planeXform * planeCoord / resolution;\\n\\n  //Compute clip position\\n  vec3 clipPosition = project(dataPosition);\\n\\n  //Apply text offset in clip coordinates\\n  clipPosition += vec3(viewOffset, 0.0);\\n\\n  //Done\\n  gl_Position = vec4(clipPosition, 1.0);\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);r.text=function(t){return a(t,s,l,null,[{name:\"position\",type:\"vec3\"}])};var c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec3 normal;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 enable;\\nuniform vec3 bounds[2];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n\\n  vec3 signAxis = sign(bounds[1] - bounds[0]);\\n\\n  vec3 realNormal = signAxis * normal;\\n\\n  if(dot(realNormal, enable) > 0.0) {\\n    vec3 minRange = min(bounds[0], bounds[1]);\\n    vec3 maxRange = max(bounds[0], bounds[1]);\\n    vec3 nPosition = mix(minRange, maxRange, 0.5 * (position + 1.0));\\n    gl_Position = projection * view * model * vec4(nPosition, 1.0);\\n  } else {\\n    gl_Position = vec4(0,0,0,0);\\n  }\\n\\n  colorChannel = abs(realNormal);\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 colors[3];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n  gl_FragColor = colorChannel.x * colors[0] +\\n                 colorChannel.y * colors[1] +\\n                 colorChannel.z * colors[2];\\n}\"]);r.bg=function(t){return a(t,c,u,null,[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}])}},{\"gl-shader\":311,glslify:412}],251:[function(t,e,r){(function(r){\"use strict\";e.exports=function(t,e,r,i,s,l){var u=n(t),h=a(t,[{buffer:u,size:3}]),f=o(t);f.attributes.position.location=0;var p=new c(t,f,u,h);return p.update(e,r,i,s,l),p};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"vectorize-text\"),o=t(\"./shaders\").text,s=window||r.global||{},l=s.__TEXT_CACHE||{};s.__TEXT_CACHE={};function c(t,e,r,n){this.gl=t,this.shader=e,this.buffer=r,this.vao=n,this.tickOffset=this.tickCount=this.labelOffset=this.labelCount=null}var u=c.prototype,h=[0,0];u.bind=function(t,e,r,n){this.vao.bind(),this.shader.bind();var a=this.shader.uniforms;a.model=t,a.view=e,a.projection=r,a.pixelScale=n,h[0]=this.gl.drawingBufferWidth,h[1]=this.gl.drawingBufferHeight,this.shader.uniforms.resolution=h},u.unbind=function(){this.vao.unbind()},u.update=function(t,e,r,n,a){var o=[];function s(t,e,r,n,a,s){var c=l[r];c||(c=l[r]={});var u=c[e];u||(u=c[e]=function(t,e){try{return i(t,e)}catch(e){return console.warn('error vectorizing text:\"'+t+'\" error:',e),{cells:[],positions:[]}}}(e,{triangles:!0,font:r,textAlign:\"center\",textBaseline:\"middle\",lineSpacing:a,styletags:s}));for(var h=(n||12)/12,f=u.positions,p=u.cells,d=0,g=p.length;d<g;++d)for(var m=p[d],v=2;v>=0;--v){var y=f[m[v]];o.push(h*y[0],-h*y[1],t)}}for(var c=[0,0,0],u=[0,0,0],h=[0,0,0],f=[0,0,0],p={breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},d=0;d<3;++d){h[d]=o.length/3|0,s(.5*(t[0][d]+t[1][d]),e[d],r[d],12,1.25,p),f[d]=(o.length/3|0)-h[d],c[d]=o.length/3|0;for(var g=0;g<n[d].length;++g)n[d][g].text&&s(n[d][g].x,n[d][g].text,n[d][g].font||a,n[d][g].fontSize||12,1.25,p);u[d]=(o.length/3|0)-c[d]}this.buffer.update(o),this.tickOffset=c,this.tickCount=u,this.labelOffset=h,this.labelCount=f},u.drawTicks=function(t,e,r,n,a,i,o,s){this.tickCount[t]&&(this.shader.uniforms.axis=i,this.shader.uniforms.color=a,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t]))},u.drawLabel=function(t,e,r,n,a,i,o,s){this.labelCount[t]&&(this.shader.uniforms.axis=i,this.shader.uniforms.color=a,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.labelCount[t],this.labelOffset[t]))},u.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()}}).call(this,t(\"_process\"))},{\"./shaders\":250,_process:487,\"gl-buffer\":254,\"gl-vao\":331,\"vectorize-text\":559}],252:[function(t,e,r){\"use 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f=e.model||c,p=e.view||c,v=e.projection||c,y=e._ortho||!1,x=t.bounds,b=(h=h||i(f,p,v,x,y)).axis;o(u,p,f),o(u,v,u);for(var _=g,w=0;w<3;++w)_[w].lo=1/0,_[w].hi=-1/0,_[w].pixelsPerDataUnit=1/0;var T=n(s(u,u));s(u,u);for(var k=0;k<3;++k){var M=(k+1)%3,A=(k+2)%3,S=m;t:for(w=0;w<2;++w){var E=[];if(b[k]<0!=!!w){S[k]=x[w][k];for(var C=0;C<2;++C){S[M]=x[C^w][M];for(var L=0;L<2;++L)S[A]=x[L^C^w][A],E.push(S.slice())}var P=y?5:4;for(C=P;C===P;++C){if(0===E.length)continue t;E=a.positive(E,T[C])}for(C=0;C<E.length;++C){A=E[C];var I=d(m,u,A,r,l);for(L=0;L<3;++L)_[L].lo=Math.min(_[L].lo,A[L]),_[L].hi=Math.max(_[L].hi,A[L]),L!==k&&(_[L].pixelsPerDataUnit=Math.min(_[L].pixelsPerDataUnit,Math.abs(I[L])))}}}}return _};var n=t(\"extract-frustum-planes\"),a=t(\"split-polygon\"),i=t(\"./lib/cube.js\"),o=t(\"gl-mat4/multiply\"),s=t(\"gl-mat4/transpose\"),l=t(\"gl-vec4/transformMat4\"),c=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),u=new Float32Array(16);function 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Error(\"gl-buffer: If resizing buffer, must not specify offset\");return t.bufferSubData(e,i,a),r}function u(t,e){for(var r=n.malloc(t.length,e),a=t.length,i=0;i<a;++i)r[i]=t[i];return r}l.bind=function(){this.gl.bindBuffer(this.type,this.handle)},l.unbind=function(){this.gl.bindBuffer(this.type,null)},l.dispose=function(){this.gl.deleteBuffer(this.handle)},l.update=function(t,e){if(\"number\"!=typeof e&&(e=-1),this.bind(),\"object\"==typeof t&&\"undefined\"!=typeof t.shape){var r=t.dtype;if(o.indexOf(r)<0&&(r=\"float32\"),this.type===this.gl.ELEMENT_ARRAY_BUFFER)r=gl.getExtension(\"OES_element_index_uint\")&&\"uint16\"!==r?\"uint32\":\"uint16\";if(r===t.dtype&&function(t,e){for(var r=1,n=e.length-1;n>=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}(t.shape,t.stride))0===t.offset&&t.data.length===t.shape[0]?this.length=c(this.gl,this.type,this.length,this.usage,t.data,e):this.length=c(this.gl,this.type,this.length,this.usage,t.data.subarray(t.offset,t.shape[0]),e);else{var s=n.malloc(t.size,r),l=i(s,t.shape);a.assign(l,t),this.length=c(this.gl,this.type,this.length,this.usage,e<0?s:s.subarray(0,t.size),e),n.free(s)}}else if(Array.isArray(t)){var h;h=this.type===this.gl.ELEMENT_ARRAY_BUFFER?u(t,\"uint16\"):u(t,\"float32\"),this.length=c(this.gl,this.type,this.length,this.usage,e<0?h:h.subarray(0,t.length),e),n.free(h)}else if(\"object\"==typeof t&&\"number\"==typeof t.length)this.length=c(this.gl,this.type,this.length,this.usage,t,e);else{if(\"number\"!=typeof t&&void 0!==t)throw new Error(\"gl-buffer: Invalid data type\");if(e>=0)throw new Error(\"gl-buffer: Cannot specify offset when resizing buffer\");(t|=0)<=0&&(t=1),this.gl.bufferData(this.type,0|t,this.usage),this.length=t}},e.exports=function(t,e,r,n){if(r=r||t.ARRAY_BUFFER,n=n||t.DYNAMIC_DRAW,r!==t.ARRAY_BUFFER&&r!==t.ELEMENT_ARRAY_BUFFER)throw new Error(\"gl-buffer: Invalid type for webgl buffer, must be either gl.ARRAY_BUFFER or gl.ELEMENT_ARRAY_BUFFER\");if(n!==t.DYNAMIC_DRAW&&n!==t.STATIC_DRAW&&n!==t.STREAM_DRAW)throw new Error(\"gl-buffer: Invalid usage for buffer, must be either gl.DYNAMIC_DRAW, gl.STATIC_DRAW or gl.STREAM_DRAW\");var a=t.createBuffer(),i=new s(t,r,a,0,n);return i.update(e),i}},{ndarray:455,\"ndarray-ops\":449,\"typedarray-pool\":554}],255:[function(t,e,r){\"use strict\";var n=t(\"gl-vec3\");e.exports=function(t,e){var r=t.positions,a=t.vectors,i={positions:[],vertexIntensity:[],vertexIntensityBounds:t.vertexIntensityBounds,vectors:[],cells:[],coneOffset:t.coneOffset,colormap:t.colormap};if(0===t.positions.length)return e&&(e[0]=[0,0,0],e[1]=[0,0,0]),i;for(var o=0,s=1/0,l=-1/0,c=1/0,u=-1/0,h=1/0,f=-1/0,p=null,d=null,g=[],m=1/0,v=!1,y=0;y<r.length;y++){var x=r[y];s=Math.min(x[0],s),l=Math.max(x[0],l),c=Math.min(x[1],c),u=Math.max(x[1],u),h=Math.min(x[2],h),f=Math.max(x[2],f);var b=a[y];if(n.length(b)>o&&(o=n.length(b)),y){var _=2*n.distance(p,x)/(n.length(d)+n.length(b));_?(m=Math.min(m,_),v=!1):v=!0}v||(p=x,d=b),g.push(b)}var w=[s,c,h],T=[l,u,f];e&&(e[0]=w,e[1]=T),0===o&&(o=1);var k=1/o;isFinite(m)||(m=1),i.vectorScale=m;var M=t.coneSize||.5;t.absoluteConeSize&&(M=t.absoluteConeSize*k),i.coneScale=M;y=0;for(var A=0;y<r.length;y++)for(var S=(x=r[y])[0],E=x[1],C=x[2],L=g[y],P=n.length(L)*k,I=0;I<8;I++){i.positions.push([S,E,C,A++]),i.positions.push([S,E,C,A++]),i.positions.push([S,E,C,A++]),i.positions.push([S,E,C,A++]),i.positions.push([S,E,C,A++]),i.positions.push([S,E,C,A++]),i.vectors.push(L),i.vectors.push(L),i.vectors.push(L),i.vectors.push(L),i.vectors.push(L),i.vectors.push(L),i.vertexIntensity.push(P,P,P),i.vertexIntensity.push(P,P,P);var z=i.positions.length;i.cells.push([z-6,z-5,z-4],[z-3,z-2,z-1])}return i};var a=t(\"./lib/shaders\");e.exports.createMesh=t(\"./create_mesh\"),e.exports.createConeMesh=function(t,r){return e.exports.createMesh(t,r,{shaders:a,traceType:\"cone\"})}},{\"./create_mesh\":256,\"./lib/shaders\":257,\"gl-vec3\":350}],256:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),a=t(\"gl-buffer\"),i=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"gl-mat4/multiply\"),l=t(\"gl-mat4/invert\"),c=t(\"ndarray\"),u=t(\"colormap\"),h=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function f(t,e,r,n,a,i,o,s,l,c,u){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.pickShader=n,this.trianglePositions=a,this.triangleVectors=i,this.triangleColors=s,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=c,this.triangleCount=0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.traceType=u,this.tubeScale=1,this.coneScale=2,this.vectorScale=1,this.coneOffset=.25,this._model=h,this._view=h,this._projection=h,this._resolution=[1,1]}var p=f.prototype;function d(t,e){var r=n(t,e.meshShader.vertex,e.meshShader.fragment,null,e.meshShader.attributes);return r.attributes.position.location=0,r.attributes.color.location=2,r.attributes.uv.location=3,r.attributes.vector.location=4,r}function g(t,e){var r=n(t,e.pickShader.vertex,e.pickShader.fragment,null,e.pickShader.attributes);return r.attributes.position.location=0,r.attributes.id.location=1,r.attributes.vector.location=4,r}p.isOpaque=function(){return this.opacity>=1},p.isTransparent=function(){return this.opacity<1},p.pickSlots=1,p.setPickBase=function(t){this.pickId=t},p.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),\"opacity\"in t&&(this.opacity=t.opacity),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),void 0!==t.tubeScale&&(this.tubeScale=t.tubeScale),void 0!==t.vectorScale&&(this.vectorScale=t.vectorScale),void 0!==t.coneScale&&(this.coneScale=t.coneScale),void 0!==t.coneOffset&&(this.coneOffset=t.coneOffset),t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t){for(var e=u({colormap:t,nshades:256,format:\"rgba\"}),r=new Uint8Array(1024),n=0;n<256;++n){for(var a=e[n],i=0;i<3;++i)r[4*n+i]=a[i];r[4*n+3]=255*a[3]}return c(r,[256,256,4],[4,0,1])}(t.colormap)),this.texture.generateMipmap());var r=t.cells,n=t.positions,a=t.vectors;if(n&&r&&a){var i=[],o=[],s=[],l=[],h=[];this.cells=r,this.positions=n,this.vectors=a;var f=t.meshColor||[1,1,1,1],p=t.vertexIntensity,d=1/0,g=-1/0;if(p)if(t.vertexIntensityBounds)d=+t.vertexIntensityBounds[0],g=+t.vertexIntensityBounds[1];else for(var m=0;m<p.length;++m){var v=p[m];d=Math.min(d,v),g=Math.max(g,v)}else for(m=0;m<n.length;++m){v=n[m][2];d=Math.min(d,v),g=Math.max(g,v)}this.intensity=p||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(m=0;m<n.length;++m)for(var y=n[m],x=0;x<3;++x)!isNaN(y[x])&&isFinite(y[x])&&(this.bounds[0][x]=Math.min(this.bounds[0][x],y[x]),this.bounds[1][x]=Math.max(this.bounds[1][x],y[x]));var b=0;t:for(m=0;m<r.length;++m){var _=r[m];switch(_.length){case 3:for(x=0;x<3;++x){y=n[T=_[x]];for(var w=0;w<3;++w)if(isNaN(y[w])||!isFinite(y[w]))continue t}for(x=0;x<3;++x){var T;y=n[T=_[2-x]];i.push(y[0],y[1],y[2],y[3]);var k=a[T];o.push(k[0],k[1],k[2],k[3]||0);var M,A=f;3===A.length?s.push(A[0],A[1],A[2],1):s.push(A[0],A[1],A[2],A[3]),M=p?[(p[T]-d)/(g-d),0]:[(y[2]-d)/(g-d),0],l.push(M[0],M[1]),h.push(m)}b+=1}}this.triangleCount=b,this.trianglePositions.update(i),this.triangleVectors.update(o),this.triangleColors.update(s),this.triangleUVs.update(l),this.triangleIds.update(new Uint32Array(h))}},p.drawTransparent=p.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||h,n=t.view||h,a=t.projection||h,i=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)i[0][o]=Math.max(i[0][o],this.clipBounds[0][o]),i[1][o]=Math.min(i[1][o],this.clipBounds[1][o]);var c={model:r,view:n,projection:a,inverseModel:h.slice(),clipBounds:i,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],opacity:this.opacity,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,texture:0};c.inverseModel=l(c.inverseModel,c.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);s(u,c.view,c.model),s(u,c.projection,u),l(u,u);for(o=0;o<3;++o)c.eyePosition[o]=u[12+o]/u[15];var f=u[15];for(o=0;o<3;++o)f+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];c.lightPosition[o]=p/f}if(this.triangleCount>0){var g=this.triShader;g.bind(),g.uniforms=c,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},p.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||h,n=t.view||h,a=t.projection||h,i=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)i[0][o]=Math.max(i[0][o],this.clipBounds[0][o]),i[1][o]=Math.min(i[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(a),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s={model:r,view:n,projection:a,clipBounds:i,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind())},p.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions[r[1]].slice(0,3),a={position:n,dataCoordinate:n,index:Math.floor(r[1]/48)};return\"cone\"===this.traceType?a.index=Math.floor(r[1]/48):\"streamtube\"===this.traceType&&(a.intensity=this.intensity[r[1]],a.velocity=this.vectors[r[1]].slice(0,3),a.divergence=this.vectors[r[1]][3],a.index=e),a},p.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.pickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleVectors.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleIds.dispose()},e.exports=function(t,e,r){var n=r.shaders;1===arguments.length&&(t=(e=t).gl);var s=d(t,n),l=g(t,n),u=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));u.generateMipmap(),u.minFilter=t.LINEAR_MIPMAP_LINEAR,u.magFilter=t.LINEAR;var h=a(t),p=a(t),m=a(t),v=a(t),y=a(t),x=i(t,[{buffer:h,type:t.FLOAT,size:4},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:m,type:t.FLOAT,size:4},{buffer:v,type:t.FLOAT,size:2},{buffer:p,type:t.FLOAT,size:4}]),b=new f(t,u,s,l,h,p,y,m,v,x,r.traceType||\"cone\");return b.update(e),b}},{colormap:128,\"gl-buffer\":254,\"gl-mat4/invert\":276,\"gl-mat4/multiply\":278,\"gl-shader\":311,\"gl-texture2d\":326,\"gl-vao\":331,ndarray:455}],257:[function(t,e,r){var n=t(\"glslify\"),a=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec3 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, coneScale, coneOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * conePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(conePosition, 1.0);\\n  vec4 t_position  = view * conePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = conePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),i=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float vectorScale, coneScale, coneOffset;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector.xyz), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n  gl_Position = projection * view * conePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);r.meshShader={vertex:a,fragment:i,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec3\"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec3\"}]}},{glslify:412}],258:[function(t,e,r){e.exports={0:\"NONE\",1:\"ONE\",2:\"LINE_LOOP\",3:\"LINE_STRIP\",4:\"TRIANGLES\",5:\"TRIANGLE_STRIP\",6:\"TRIANGLE_FAN\",256:\"DEPTH_BUFFER_BIT\",512:\"NEVER\",513:\"LESS\",514:\"EQUAL\",515:\"LEQUAL\",516:\"GREATER\",517:\"NOTEQUAL\",518:\"GEQUAL\",519:\"ALWAYS\",768:\"SRC_COLOR\",769:\"ONE_MINUS_SRC_COLOR\",770:\"SRC_ALPHA\",771:\"ONE_MINUS_SRC_ALPHA\",772:\"DST_ALPHA\",773:\"ONE_MINUS_DST_ALPHA\",774:\"DST_COLOR\",775:\"ONE_MINUS_DST_COLOR\",776:\"SRC_ALPHA_SATURATE\",1024:\"STENCIL_BUFFER_BIT\",1028:\"FRONT\",1029:\"BACK\",1032:\"FRONT_AND_BACK\",1280:\"INVALID_ENUM\",1281:\"INVALID_VALUE\",1282:\"INVALID_OPERATION\",1285:\"OUT_OF_MEMORY\",1286:\"INVALID_FRAMEBUFFER_OPERATION\",2304:\"CW\",2305:\"CCW\",2849:\"LINE_WIDTH\",2884:\"CULL_FACE\",2885:\"CULL_FACE_MODE\",2886:\"FRONT_FACE\",2928:\"DEPTH_RANGE\",2929:\"DEPTH_TEST\",2930:\"DEPTH_WRITEMASK\",2931:\"DEPTH_CLEAR_VALUE\",2932:\"DEPTH_FUNC\",2960:\"STENCIL_TEST\",2961:\"STENCIL_CLEAR_VALUE\",2962:\"STENCIL_FUNC\",2963:\"STENCIL_VALUE_MASK\",2964:\"STENCIL_FAIL\",2965:\"STENCIL_PASS_DEPTH_FAIL\",2966:\"STENCIL_PASS_DEPTH_PASS\",2967:\"STENCIL_REF\",2968:\"STENCIL_WRITEMASK\",2978:\"VIEWPORT\",3024:\"DITHER\",3042:\"BLEND\",3088:\"SCISSOR_BOX\",3089:\"SCISSOR_TEST\",3106:\"COLOR_CLEAR_VALUE\",3107:\"COLOR_WRITEMASK\",3317:\"UNPACK_ALIGNMENT\",3333:\"PACK_ALIGNMENT\",3379:\"MAX_TEXTURE_SIZE\",3386:\"MAX_VIEWPORT_DIMS\",3408:\"SUBPIXEL_BITS\",3410:\"RED_BITS\",3411:\"GREEN_BITS\",3412:\"BLUE_BITS\",3413:\"ALPHA_BITS\",3414:\"DEPTH_BITS\",3415:\"STENCIL_BITS\",3553:\"TEXTURE_2D\",4352:\"DONT_CARE\",4353:\"FASTEST\",4354:\"NICEST\",5120:\"BYTE\",5121:\"UNSIGNED_BYTE\",5122:\"SHORT\",5123:\"UNSIGNED_SHORT\",5124:\"INT\",5125:\"UNSIGNED_INT\",5126:\"FLOAT\",5386:\"INVERT\",5890:\"TEXTURE\",6401:\"STENCIL_INDEX\",6402:\"DEPTH_COMPONENT\",6406:\"ALPHA\",6407:\"RGB\",6408:\"RGBA\",6409:\"LUMINANCE\",6410:\"LUMINANCE_ALPHA\",7680:\"KEEP\",7681:\"REPLACE\",7682:\"INCR\",7683:\"DECR\",7936:\"VENDOR\",7937:\"RENDERER\",7938:\"VERSION\",9728:\"NEAREST\",9729:\"LINEAR\",9984:\"NEAREST_MIPMAP_NEAREST\",9985:\"LINEAR_MIPMAP_NEAREST\",9986:\"NEAREST_MIPMAP_LINEAR\",9987:\"LINEAR_MIPMAP_LINEAR\",10240:\"TEXTURE_MAG_FILTER\",10241:\"TEXTURE_MIN_FILTER\",10242:\"TEXTURE_WRAP_S\",10243:\"TEXTURE_WRAP_T\",10497:\"REPEAT\",10752:\"POLYGON_OFFSET_UNITS\",16384:\"COLOR_BUFFER_BIT\",32769:\"CONSTANT_COLOR\",32770:\"ONE_MINUS_CONSTANT_COLOR\",32771:\"CONSTANT_ALPHA\",32772:\"ONE_MINUS_CONSTANT_ALPHA\",32773:\"BLEND_COLOR\",32774:\"FUNC_ADD\",32777:\"BLEND_EQUATION_RGB\",32778:\"FUNC_SUBTRACT\",32779:\"FUNC_REVERSE_SUBTRACT\",32819:\"UNSIGNED_SHORT_4_4_4_4\",32820:\"UNSIGNED_SHORT_5_5_5_1\",32823:\"POLYGON_OFFSET_FILL\",32824:\"POLYGON_OFFSET_FACTOR\",32854:\"RGBA4\",32855:\"RGB5_A1\",32873:\"TEXTURE_BINDING_2D\",32926:\"SAMPLE_ALPHA_TO_COVERAGE\",32928:\"SAMPLE_COVERAGE\",32936:\"SAMPLE_BUFFERS\",32937:\"SAMPLES\",32938:\"SAMPLE_COVERAGE_VALUE\",32939:\"SAMPLE_COVERAGE_INVERT\",32968:\"BLEND_DST_RGB\",32969:\"BLEND_SRC_RGB\",32970:\"BLEND_DST_ALPHA\",32971:\"BLEND_SRC_ALPHA\",33071:\"CLAMP_TO_EDGE\",33170:\"GENERATE_MIPMAP_HINT\",33189:\"DEPTH_COMPONENT16\",33306:\"DEPTH_STENCIL_ATTACHMENT\",33635:\"UNSIGNED_SHORT_5_6_5\",33648:\"MIRRORED_REPEAT\",33901:\"ALIASED_POINT_SIZE_RANGE\",33902:\"ALIASED_LINE_WIDTH_RANGE\",33984:\"TEXTURE0\",33985:\"TEXTURE1\",33986:\"TEXTURE2\",33987:\"TEXTURE3\",33988:\"TEXTURE4\",33989:\"TEXTURE5\",33990:\"TEXTURE6\",33991:\"TEXTURE7\",33992:\"TEXTURE8\",33993:\"TEXTURE9\",33994:\"TEXTURE10\",33995:\"TEXTURE11\",33996:\"TEXTURE12\",33997:\"TEXTURE13\",33998:\"TEXTURE14\",33999:\"TEXTURE15\",34e3:\"TEXTURE16\",34001:\"TEXTURE17\",34002:\"TEXTURE18\",34003:\"TEXTURE19\",34004:\"TEXTURE20\",34005:\"TEXTURE21\",34006:\"TEXTURE22\",34007:\"TEXTURE23\",34008:\"TEXTURE24\",34009:\"TEXTURE25\",34010:\"TEXTURE26\",34011:\"TEXTURE27\",34012:\"TEXTURE28\",34013:\"TEXTURE29\",34014:\"TEXTURE30\",34015:\"TEXTURE31\",34016:\"ACTIVE_TEXTURE\",34024:\"MAX_RENDERBUFFER_SIZE\",34041:\"DEPTH_STENCIL\",34055:\"INCR_WRAP\",34056:\"DECR_WRAP\",34067:\"TEXTURE_CUBE_MAP\",34068:\"TEXTURE_BINDING_CUBE_MAP\",34069:\"TEXTURE_CUBE_MAP_POSITIVE_X\",34070:\"TEXTURE_CUBE_MAP_NEGATIVE_X\",34071:\"TEXTURE_CUBE_MAP_POSITIVE_Y\",34072:\"TEXTURE_CUBE_MAP_NEGATIVE_Y\",34073:\"TEXTURE_CUBE_MAP_POSITIVE_Z\",34074:\"TEXTURE_CUBE_MAP_NEGATIVE_Z\",34076:\"MAX_CUBE_MAP_TEXTURE_SIZE\",34338:\"VERTEX_ATTRIB_ARRAY_ENABLED\",34339:\"VERTEX_ATTRIB_ARRAY_SIZE\",34340:\"VERTEX_ATTRIB_ARRAY_STRIDE\",34341:\"VERTEX_ATTRIB_ARRAY_TYPE\",34342:\"CURRENT_VERTEX_ATTRIB\",34373:\"VERTEX_ATTRIB_ARRAY_POINTER\",34466:\"NUM_COMPRESSED_TEXTURE_FORMATS\",34467:\"COMPRESSED_TEXTURE_FORMATS\",34660:\"BUFFER_SIZE\",34661:\"BUFFER_USAGE\",34816:\"STENCIL_BACK_FUNC\",34817:\"STENCIL_BACK_FAIL\",34818:\"STENCIL_BACK_PASS_DEPTH_FAIL\",34819:\"STENCIL_BACK_PASS_DEPTH_PASS\",34877:\"BLEND_EQUATION_ALPHA\",34921:\"MAX_VERTEX_ATTRIBS\",34922:\"VERTEX_ATTRIB_ARRAY_NORMALIZED\",34930:\"MAX_TEXTURE_IMAGE_UNITS\",34962:\"ARRAY_BUFFER\",34963:\"ELEMENT_ARRAY_BUFFER\",34964:\"ARRAY_BUFFER_BINDING\",34965:\"ELEMENT_ARRAY_BUFFER_BINDING\",34975:\"VERTEX_ATTRIB_ARRAY_BUFFER_BINDING\",35040:\"STREAM_DRAW\",35044:\"STATIC_DRAW\",35048:\"DYNAMIC_DRAW\",35632:\"FRAGMENT_SHADER\",35633:\"VERTEX_SHADER\",35660:\"MAX_VERTEX_TEXTURE_IMAGE_UNITS\",35661:\"MAX_COMBINED_TEXTURE_IMAGE_UNITS\",35663:\"SHADER_TYPE\",35664:\"FLOAT_VEC2\",35665:\"FLOAT_VEC3\",35666:\"FLOAT_VEC4\",35667:\"INT_VEC2\",35668:\"INT_VEC3\",35669:\"INT_VEC4\",35670:\"BOOL\",35671:\"BOOL_VEC2\",35672:\"BOOL_VEC3\",35673:\"BOOL_VEC4\",35674:\"FLOAT_MAT2\",35675:\"FLOAT_MAT3\",35676:\"FLOAT_MAT4\",35678:\"SAMPLER_2D\",35680:\"SAMPLER_CUBE\",35712:\"DELETE_STATUS\",35713:\"COMPILE_STATUS\",35714:\"LINK_STATUS\",35715:\"VALIDATE_STATUS\",35716:\"INFO_LOG_LENGTH\",35717:\"ATTACHED_SHADERS\",35718:\"ACTIVE_UNIFORMS\",35719:\"ACTIVE_UNIFORM_MAX_LENGTH\",35720:\"SHADER_SOURCE_LENGTH\",35721:\"ACTIVE_ATTRIBUTES\",35722:\"ACTIVE_ATTRIBUTE_MAX_LENGTH\",35724:\"SHADING_LANGUAGE_VERSION\",35725:\"CURRENT_PROGRAM\",36003:\"STENCIL_BACK_REF\",36004:\"STENCIL_BACK_VALUE_MASK\",36005:\"STENCIL_BACK_WRITEMASK\",36006:\"FRAMEBUFFER_BINDING\",36007:\"RENDERBUFFER_BINDING\",36048:\"FRAMEBUFFER_ATTACHMENT_OBJECT_TYPE\",36049:\"FRAMEBUFFER_ATTACHMENT_OBJECT_NAME\",36050:\"FRAMEBUFFER_ATTACHMENT_TEXTURE_LEVEL\",36051:\"FRAMEBUFFER_ATTACHMENT_TEXTURE_CUBE_MAP_FACE\",36053:\"FRAMEBUFFER_COMPLETE\",36054:\"FRAMEBUFFER_INCOMPLETE_ATTACHMENT\",36055:\"FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT\",36057:\"FRAMEBUFFER_INCOMPLETE_DIMENSIONS\",36061:\"FRAMEBUFFER_UNSUPPORTED\",36064:\"COLOR_ATTACHMENT0\",36096:\"DEPTH_ATTACHMENT\",36128:\"STENCIL_ATTACHMENT\",36160:\"FRAMEBUFFER\",36161:\"RENDERBUFFER\",36162:\"RENDERBUFFER_WIDTH\",36163:\"RENDERBUFFER_HEIGHT\",36164:\"RENDERBUFFER_INTERNAL_FORMAT\",36168:\"STENCIL_INDEX8\",36176:\"RENDERBUFFER_RED_SIZE\",36177:\"RENDERBUFFER_GREEN_SIZE\",36178:\"RENDERBUFFER_BLUE_SIZE\",36179:\"RENDERBUFFER_ALPHA_SIZE\",36180:\"RENDERBUFFER_DEPTH_SIZE\",36181:\"RENDERBUFFER_STENCIL_SIZE\",36194:\"RGB565\",36336:\"LOW_FLOAT\",36337:\"MEDIUM_FLOAT\",36338:\"HIGH_FLOAT\",36339:\"LOW_INT\",36340:\"MEDIUM_INT\",36341:\"HIGH_INT\",36346:\"SHADER_COMPILER\",36347:\"MAX_VERTEX_UNIFORM_VECTORS\",36348:\"MAX_VARYING_VECTORS\",36349:\"MAX_FRAGMENT_UNIFORM_VECTORS\",37440:\"UNPACK_FLIP_Y_WEBGL\",37441:\"UNPACK_PREMULTIPLY_ALPHA_WEBGL\",37442:\"CONTEXT_LOST_WEBGL\",37443:\"UNPACK_COLORSPACE_CONVERSION_WEBGL\",37444:\"BROWSER_DEFAULT_WEBGL\"}},{}],259:[function(t,e,r){var n=t(\"./1.0/numbers\");e.exports=function(t){return n[t]}},{\"./1.0/numbers\":258}],260:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),o=a(e,[{buffer:r,type:e.FLOAT,size:3,offset:0,stride:40},{buffer:r,type:e.FLOAT,size:4,offset:12,stride:40},{buffer:r,type:e.FLOAT,size:3,offset:28,stride:40}]),l=i(e);l.attributes.position.location=0,l.attributes.color.location=1,l.attributes.offset.location=2;var c=new s(e,r,o,l);return c.update(t),c};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"./shaders/index\"),o=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function s(t,e,r,n){this.gl=t,this.shader=n,this.buffer=e,this.vao=r,this.pixelRatio=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lineWidth=[1,1,1],this.capSize=[10,10,10],this.lineCount=[0,0,0],this.lineOffset=[0,0,0],this.opacity=1,this.hasAlpha=!1}var l=s.prototype;function c(t,e){for(var r=0;r<3;++r)t[0][r]=Math.min(t[0][r],e[r]),t[1][r]=Math.max(t[1][r],e[r])}l.isOpaque=function(){return!this.hasAlpha},l.isTransparent=function(){return this.hasAlpha},l.drawTransparent=l.draw=function(t){var e=this.gl,r=this.shader.uniforms;this.shader.bind();var n=r.view=t.view||o,a=r.projection=t.projection||o;r.model=t.model||o,r.clipBounds=this.clipBounds,r.opacity=this.opacity;var i=n[12],s=n[13],l=n[14],c=n[15],u=(t._ortho||!1?2:1)*this.pixelRatio*(a[3]*i+a[7]*s+a[11]*l+a[15]*c)/e.drawingBufferHeight;this.vao.bind();for(var h=0;h<3;++h)e.lineWidth(this.lineWidth[h]*this.pixelRatio),r.capSize=this.capSize[h]*u,this.lineCount[h]&&e.drawArrays(e.LINES,this.lineOffset[h],this.lineCount[h]);this.vao.unbind()};var u=function(){for(var t=new Array(3),e=0;e<3;++e){for(var r=[],n=1;n<=2;++n)for(var a=-1;a<=1;a+=2){var i=[0,0,0];i[(n+e)%3]=a,r.push(i)}t[e]=r}return t}();function h(t,e,r,n){for(var a=u[n],i=0;i<a.length;++i){var o=a[i];t.push(e[0],e[1],e[2],r[0],r[1],r[2],r[3],o[0],o[1],o[2])}return a.length}l.update=function(t){\"lineWidth\"in(t=t||{})&&(this.lineWidth=t.lineWidth,Array.isArray(this.lineWidth)||(this.lineWidth=[this.lineWidth,this.lineWidth,this.lineWidth])),\"capSize\"in t&&(this.capSize=t.capSize,Array.isArray(this.capSize)||(this.capSize=[this.capSize,this.capSize,this.capSize])),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var e=t.color||[[0,0,0],[0,0,0],[0,0,0]],r=t.position,n=t.error;if(Array.isArray(e[0])||(e=[e,e,e]),r&&n){var a=[],i=r.length,o=0;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.lineCount=[0,0,0];for(var s=0;s<3;++s){this.lineOffset[s]=o;t:for(var l=0;l<i;++l){for(var u=r[l],f=0;f<3;++f)if(isNaN(u[f])||!isFinite(u[f]))continue t;var p=n[l],d=e[s];if(Array.isArray(d[0])&&(d=e[l]),3===d.length?d=[d[0],d[1],d[2],1]:4===d.length&&(d=[d[0],d[1],d[2],d[3]],!this.hasAlpha&&d[3]<1&&(this.hasAlpha=!0)),!isNaN(p[0][s])&&!isNaN(p[1][s])){var g;if(p[0][s]<0)(g=u.slice())[s]+=p[0][s],a.push(u[0],u[1],u[2],d[0],d[1],d[2],d[3],0,0,0,g[0],g[1],g[2],d[0],d[1],d[2],d[3],0,0,0),c(this.bounds,g),o+=2+h(a,g,d,s);if(p[1][s]>0)(g=u.slice())[s]+=p[1][s],a.push(u[0],u[1],u[2],d[0],d[1],d[2],d[3],0,0,0,g[0],g[1],g[2],d[0],d[1],d[2],d[3],0,0,0),c(this.bounds,g),o+=2+h(a,g,d,s)}}this.lineCount[s]=o-this.lineOffset[s]}this.buffer.update(a)}},l.dispose=function(){this.shader.dispose(),this.buffer.dispose(),this.vao.dispose()}},{\"./shaders/index\":261,\"gl-buffer\":254,\"gl-vao\":331}],261:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),a=t(\"gl-shader\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, offset;\\nattribute vec4 color;\\nuniform mat4 model, view, projection;\\nuniform float capSize;\\nvarying vec4 fragColor;\\nvarying vec3 fragPosition;\\n\\nvoid main() {\\n  vec4 worldPosition  = model * vec4(position, 1.0);\\n  worldPosition       = (worldPosition / worldPosition.w) + vec4(capSize * offset, 0.0);\\n  gl_Position         = projection * view * worldPosition;\\n  fragColor           = color;\\n  fragPosition        = position;\\n}\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float opacity;\\nvarying vec3 fragPosition;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], fragPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  gl_FragColor = opacity * fragColor;\\n}\"]);e.exports=function(t){return a(t,i,o,null,[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"offset\",type:\"vec3\"}])}},{\"gl-shader\":311,glslify:412}],262:[function(t,e,r){\"use strict\";var n=t(\"gl-texture2d\");e.exports=function(t,e,r,n){a||(a=t.FRAMEBUFFER_UNSUPPORTED,i=t.FRAMEBUFFER_INCOMPLETE_ATTACHMENT,o=t.FRAMEBUFFER_INCOMPLETE_DIMENSIONS,s=t.FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT);var c=t.getExtension(\"WEBGL_draw_buffers\");!l&&c&&function(t,e){var r=t.getParameter(e.MAX_COLOR_ATTACHMENTS_WEBGL);l=new Array(r+1);for(var n=0;n<=r;++n){for(var a=new Array(r),i=0;i<n;++i)a[i]=t.COLOR_ATTACHMENT0+i;for(i=n;i<r;++i)a[i]=t.NONE;l[n]=a}}(t,c);Array.isArray(e)&&(n=r,r=0|e[1],e=0|e[0]);if(\"number\"!=typeof e)throw new Error(\"gl-fbo: Missing shape parameter\");var u=t.getParameter(t.MAX_RENDERBUFFER_SIZE);if(e<0||e>u||r<0||r>u)throw new Error(\"gl-fbo: Parameters are too large for FBO\");var h=1;if(\"color\"in(n=n||{})){if((h=Math.max(0|n.color,0))<0)throw new Error(\"gl-fbo: Must specify a nonnegative number of colors\");if(h>1){if(!c)throw new Error(\"gl-fbo: Multiple draw buffer extension not supported\");if(h>t.getParameter(c.MAX_COLOR_ATTACHMENTS_WEBGL))throw new Error(\"gl-fbo: Context does not support \"+h+\" draw buffers\")}}var f=t.UNSIGNED_BYTE,p=t.getExtension(\"OES_texture_float\");if(n.float&&h>0){if(!p)throw new Error(\"gl-fbo: Context does not support floating point textures\");f=t.FLOAT}else n.preferFloat&&h>0&&p&&(f=t.FLOAT);var g=!0;\"depth\"in n&&(g=!!n.depth);var m=!1;\"stencil\"in n&&(m=!!n.stencil);return new d(t,e,r,f,h,g,m,c)};var a,i,o,s,l=null;function c(t){return[t.getParameter(t.FRAMEBUFFER_BINDING),t.getParameter(t.RENDERBUFFER_BINDING),t.getParameter(t.TEXTURE_BINDING_2D)]}function u(t,e){t.bindFramebuffer(t.FRAMEBUFFER,e[0]),t.bindRenderbuffer(t.RENDERBUFFER,e[1]),t.bindTexture(t.TEXTURE_2D,e[2])}function h(t){switch(t){case a:throw new Error(\"gl-fbo: Framebuffer unsupported\");case i:throw new Error(\"gl-fbo: Framebuffer incomplete attachment\");case o:throw new Error(\"gl-fbo: Framebuffer incomplete dimensions\");case s:throw new Error(\"gl-fbo: Framebuffer incomplete missing attachment\");default:throw new Error(\"gl-fbo: Framebuffer failed for unspecified reason\")}}function f(t,e,r,a,i,o){if(!a)return null;var s=n(t,e,r,i,a);return s.magFilter=t.NEAREST,s.minFilter=t.NEAREST,s.mipSamples=1,s.bind(),t.framebufferTexture2D(t.FRAMEBUFFER,o,t.TEXTURE_2D,s.handle,0),s}function p(t,e,r,n,a){var i=t.createRenderbuffer();return t.bindRenderbuffer(t.RENDERBUFFER,i),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,a,t.RENDERBUFFER,i),i}function d(t,e,r,n,a,i,o,s){this.gl=t,this._shape=[0|e,0|r],this._destroyed=!1,this._ext=s,this.color=new Array(a);for(var d=0;d<a;++d)this.color[d]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=i,this._useStencil=o;var g=this,m=[0|e,0|r];Object.defineProperties(m,{0:{get:function(){return g._shape[0]},set:function(t){return g.width=t}},1:{get:function(){return g._shape[1]},set:function(t){return g.height=t}}}),this._shapeVector=m,function(t){var e=c(t.gl),r=t.gl,n=t.handle=r.createFramebuffer(),a=t._shape[0],i=t._shape[1],o=t.color.length,s=t._ext,d=t._useStencil,g=t._useDepth,m=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,n);for(var v=0;v<o;++v)t.color[v]=f(r,a,i,m,r.RGBA,r.COLOR_ATTACHMENT0+v);0===o?(t._color_rb=p(r,a,i,r.RGBA4,r.COLOR_ATTACHMENT0),s&&s.drawBuffersWEBGL(l[0])):o>1&&s.drawBuffersWEBGL(l[o]);var y=r.getExtension(\"WEBGL_depth_texture\");y?d?t.depth=f(r,a,i,y.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g&&(t.depth=f(r,a,i,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):g&&d?t._depth_rb=p(r,a,i,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g?t._depth_rb=p(r,a,i,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):d&&(t._depth_rb=p(r,a,i,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var x=r.checkFramebufferStatus(r.FRAMEBUFFER);if(x!==r.FRAMEBUFFER_COMPLETE){t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&&(t.depth.dispose(),t.depth=null),t._depth_rb&&(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null);for(v=0;v<t.color.length;++v)t.color[v].dispose(),t.color[v]=null;t._color_rb&&(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),u(r,e),h(x)}u(r,e)}(this)}var g=d.prototype;function m(t,e,r){if(t._destroyed)throw new Error(\"gl-fbo: Can't resize destroyed FBO\");if(t._shape[0]!==e||t._shape[1]!==r){var n=t.gl,a=n.getParameter(n.MAX_RENDERBUFFER_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-fbo: Can't resize FBO, invalid dimensions\");t._shape[0]=e,t._shape[1]=r;for(var i=c(n),o=0;o<t.color.length;++o)t.color[o].shape=t._shape;t._color_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._color_rb),n.renderbufferStorage(n.RENDERBUFFER,n.RGBA4,t._shape[0],t._shape[1])),t.depth&&(t.depth.shape=t._shape),t._depth_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._depth_rb),t._useDepth&&t._useStencil?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_STENCIL,t._shape[0],t._shape[1]):t._useDepth?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_COMPONENT16,t._shape[0],t._shape[1]):t._useStencil&&n.renderbufferStorage(n.RENDERBUFFER,n.STENCIL_INDEX,t._shape[0],t._shape[1])),n.bindFramebuffer(n.FRAMEBUFFER,t.handle);var s=n.checkFramebufferStatus(n.FRAMEBUFFER);s!==n.FRAMEBUFFER_COMPLETE&&(t.dispose(),u(n,i),h(s)),u(n,i)}}Object.defineProperties(g,{shape:{get:function(){return this._destroyed?[0,0]:this._shapeVector},set:function(t){if(Array.isArray(t)||(t=[0|t,0|t]),2!==t.length)throw new Error(\"gl-fbo: Shape vector must be length 2\");var e=0|t[0],r=0|t[1];return m(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return m(this,t|=0,this._shape[1]),t},enumerable:!1},height:{get:function(){return this._destroyed?0:this._shape[1]},set:function(t){return t|=0,m(this,this._shape[0],t),t},enumerable:!1}}),g.bind=function(){if(!this._destroyed){var t=this.gl;t.bindFramebuffer(t.FRAMEBUFFER,this.handle),t.viewport(0,0,this._shape[0],this._shape[1])}},g.dispose=function(){if(!this._destroyed){this._destroyed=!0;var t=this.gl;t.deleteFramebuffer(this.handle),this.handle=null,this.depth&&(this.depth.dispose(),this.depth=null),this._depth_rb&&(t.deleteRenderbuffer(this._depth_rb),this._depth_rb=null);for(var e=0;e<this.color.length;++e)this.color[e].dispose(),this.color[e]=null;this._color_rb&&(t.deleteRenderbuffer(this._color_rb),this._color_rb=null)}}},{\"gl-texture2d\":326}],263:[function(t,e,r){var n=t(\"sprintf-js\").sprintf,a=t(\"gl-constants/lookup\"),i=t(\"glsl-shader-name\"),o=t(\"add-line-numbers\");e.exports=function(t,e,r){\"use strict\";var s=i(e)||\"of unknown name (see npm glsl-shader-name)\",l=\"unknown type\";void 0!==r&&(l=r===a.FRAGMENT_SHADER?\"fragment\":\"vertex\");for(var c=n(\"Error compiling %s shader %s:\\n\",l,s),u=n(\"%s%s\",c,t),h=t.split(\"\\n\"),f={},p=0;p<h.length;p++){var d=h[p];if(\"\"!==d&&\"\\0\"!==d){var g=parseInt(d.split(\":\")[2]);if(isNaN(g))throw new Error(n(\"Could not parse error: %s\",d));f[g]=d}}var m=o(e).split(\"\\n\");for(p=0;p<m.length;p++)if(f[p+3]||f[p+2]||f[p+1]){var v=m[p];if(c+=v+\"\\n\",f[p+1]){var y=f[p+1];y=y.substr(y.split(\":\",3).join(\":\").length+1).trim(),c+=n(\"^^^ %s\\n\\n\",y)}}return{long:c.trim(),short:u.trim()}}},{\"add-line-numbers\":64,\"gl-constants/lookup\":259,\"glsl-shader-name\":404,\"sprintf-js\":526}],264:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=t.gl,n=o(r,l.vertex,l.fragment),a=o(r,l.pickVertex,l.pickFragment),i=s(r),u=s(r),h=s(r),f=s(r),p=new c(t,n,a,i,u,h,f);return p.update(e),t.addObject(p),p};var n=t(\"binary-search-bounds\"),a=t(\"iota-array\"),i=t(\"typedarray-pool\"),o=t(\"gl-shader\"),s=t(\"gl-buffer\"),l=t(\"./lib/shaders\");function c(t,e,r,n,a,i,o){this.plot=t,this.shader=e,this.pickShader=r,this.positionBuffer=n,this.weightBuffer=a,this.colorBuffer=i,this.idBuffer=o,this.xData=[],this.yData=[],this.shape=[0,0],this.bounds=[1/0,1/0,-1/0,-1/0],this.pickOffset=0}var u,h=c.prototype,f=[0,0,1,0,0,1,1,0,1,1,0,1];h.draw=(u=[1,0,0,0,1,0,0,0,1],function(){var t=this.plot,e=this.shader,r=this.bounds,n=this.numVertices;if(!(n<=0)){var a=t.gl,i=t.dataBox,o=r[2]-r[0],s=r[3]-r[1],l=i[2]-i[0],c=i[3]-i[1];u[0]=2*o/l,u[4]=2*s/c,u[6]=2*(r[0]-i[0])/l-1,u[7]=2*(r[1]-i[1])/c-1,e.bind();var h=e.uniforms;h.viewTransform=u,h.shape=this.shape;var f=e.attributes;this.positionBuffer.bind(),f.position.pointer(),this.weightBuffer.bind(),f.weight.pointer(a.UNSIGNED_BYTE,!1),this.colorBuffer.bind(),f.color.pointer(a.UNSIGNED_BYTE,!0),a.drawArrays(a.TRIANGLES,0,n)}}),h.drawPick=function(){var t=[1,0,0,0,1,0,0,0,1],e=[0,0,0,0];return function(r){var n=this.plot,a=this.pickShader,i=this.bounds,o=this.numVertices;if(!(o<=0)){var s=n.gl,l=n.dataBox,c=i[2]-i[0],u=i[3]-i[1],h=l[2]-l[0],f=l[3]-l[1];t[0]=2*c/h,t[4]=2*u/f,t[6]=2*(i[0]-l[0])/h-1,t[7]=2*(i[1]-l[1])/f-1;for(var p=0;p<4;++p)e[p]=r>>8*p&255;this.pickOffset=r,a.bind();var d=a.uniforms;d.viewTransform=t,d.pickOffset=e,d.shape=this.shape;var g=a.attributes;return this.positionBuffer.bind(),g.position.pointer(),this.weightBuffer.bind(),g.weight.pointer(s.UNSIGNED_BYTE,!1),this.idBuffer.bind(),g.pickId.pointer(s.UNSIGNED_BYTE,!1),s.drawArrays(s.TRIANGLES,0,o),r+this.shape[0]*this.shape[1]}}}(),h.pick=function(t,e,r){var n=this.pickOffset,a=this.shape[0]*this.shape[1];if(r<n||r>=n+a)return null;var i=r-n,o=this.xData,s=this.yData;return{object:this,pointId:i,dataCoord:[o[i%this.shape[0]],s[i/this.shape[0]|0]]}},h.update=function(t){var e=(t=t||{}).shape||[0,0],r=t.x||a(e[0]),o=t.y||a(e[1]),s=t.z||new Float32Array(e[0]*e[1]);this.xData=r,this.yData=o;var l=t.colorLevels||[0],c=t.colorValues||[0,0,0,1],u=l.length,h=this.bounds,p=h[0]=r[0],d=h[1]=o[0],g=1/((h[2]=r[r.length-1])-p),m=1/((h[3]=o[o.length-1])-d),v=e[0],y=e[1];this.shape=[v,y];var x=(v-1)*(y-1)*(f.length>>>1);this.numVertices=x;for(var b=i.mallocUint8(4*x),_=i.mallocFloat32(2*x),w=i.mallocUint8(2*x),T=i.mallocUint32(x),k=0,M=0;M<y-1;++M)for(var A=m*(o[M]-d),S=m*(o[M+1]-d),E=0;E<v-1;++E)for(var C=g*(r[E]-p),L=g*(r[E+1]-p),P=0;P<f.length;P+=2){var I,z,O,D,R=f[P],F=f[P+1],B=s[(M+F)*v+(E+R)],N=n.le(l,B);if(N<0)I=c[0],z=c[1],O=c[2],D=c[3];else if(N===u-1)I=c[4*u-4],z=c[4*u-3],O=c[4*u-2],D=c[4*u-1];else{var j=(B-l[N])/(l[N+1]-l[N]),U=1-j,V=4*N,q=4*(N+1);I=U*c[V]+j*c[q],z=U*c[V+1]+j*c[q+1],O=U*c[V+2]+j*c[q+2],D=U*c[V+3]+j*c[q+3]}b[4*k]=255*I,b[4*k+1]=255*z,b[4*k+2]=255*O,b[4*k+3]=255*D,_[2*k]=.5*C+.5*L,_[2*k+1]=.5*A+.5*S,w[2*k]=R,w[2*k+1]=F,T[k]=M*v+E,k+=1}this.positionBuffer.update(_),this.weightBuffer.update(w),this.colorBuffer.update(b),this.idBuffer.update(T),i.free(_),i.free(b),i.free(w),i.free(T)},h.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.positionBuffer.dispose(),this.weightBuffer.dispose(),this.colorBuffer.dispose(),this.idBuffer.dispose(),this.plot.removeObject(this)}},{\"./lib/shaders\":265,\"binary-search-bounds\":94,\"gl-buffer\":254,\"gl-shader\":311,\"iota-array\":420,\"typedarray-pool\":554}],265:[function(t,e,r){\"use strict\";var n=t(\"glslify\");e.exports={fragment:n([\"precision lowp float;\\n#define GLSLIFY 1\\nvarying vec4 fragColor;\\nvoid main() {\\n  gl_FragColor = vec4(fragColor.rgb * fragColor.a, fragColor.a);\\n}\\n\"]),vertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 color;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  fragColor = color;\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"]),pickFragment:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nuniform vec2 shape;\\nuniform vec4 pickOffset;\\n\\nvoid main() {\\n  vec2 d = step(.5, vWeight);\\n  vec4 id = fragId + pickOffset;\\n  id.x += d.x + d.y*shape.x;\\n\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  gl_FragColor = id/255.;\\n}\\n\"]),pickVertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nvoid main() {\\n  vWeight = weight;\\n\\n  fragId = pickId;\\n\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"])}},{glslify:412}],266:[function(t,e,r){var n=t(\"glslify\"),a=t(\"gl-shader\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, nextPosition;\\nattribute float arcLength, lineWidth;\\nattribute vec4 color;\\n\\nuniform vec2 screenShape;\\nuniform float pixelRatio;\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 fragColor;\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  vec4 startPoint = project(position);\\n  vec4 endPoint   = project(nextPosition);\\n\\n  vec2 A = startPoint.xy / startPoint.w;\\n  vec2 B =   endPoint.xy /   endPoint.w;\\n\\n  float clipAngle = atan(\\n    (B.y - A.y) * screenShape.y,\\n    (B.x - A.x) * screenShape.x\\n  );\\n\\n  vec2 offset = 0.5 * pixelRatio * lineWidth * vec2(\\n    sin(clipAngle),\\n    -cos(clipAngle)\\n  ) / screenShape;\\n\\n  gl_Position = vec4(startPoint.xy + startPoint.w * offset, startPoint.zw);\\n\\n  worldPosition = position;\\n  pixelArcLength = arcLength;\\n  fragColor = color;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3      clipBounds[2];\\nuniform sampler2D dashTexture;\\nuniform float     dashScale;\\nuniform float     opacity;\\n\\nvarying vec3    worldPosition;\\nvarying float   pixelArcLength;\\nvarying vec4    fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], worldPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  float dashWeight = texture2D(dashTexture, vec2(dashScale * pixelArcLength, 0)).r;\\n  if(dashWeight < 0.5) {\\n    discard;\\n  }\\n  gl_FragColor = fragColor * opacity;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\n#define FLOAT_MAX  1.70141184e38\\n#define FLOAT_MIN  1.17549435e-38\\n\\n// https://github.com/mikolalysenko/glsl-read-float/blob/master/index.glsl\\nvec4 packFloat(float v) {\\n  float av = abs(v);\\n\\n  //Handle special cases\\n  if(av < FLOAT_MIN) {\\n    return vec4(0.0, 0.0, 0.0, 0.0);\\n  } else if(v > FLOAT_MAX) {\\n    return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\\n  } else if(v < -FLOAT_MAX) {\\n    return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\\n  }\\n\\n  vec4 c = vec4(0,0,0,0);\\n\\n  //Compute exponent and mantissa\\n  float e = floor(log2(av));\\n  float m = av * pow(2.0, -e) - 1.0;\\n\\n  //Unpack mantissa\\n  c[1] = floor(128.0 * m);\\n  m -= c[1] / 128.0;\\n  c[2] = floor(32768.0 * m);\\n  m -= c[2] / 32768.0;\\n  c[3] = floor(8388608.0 * m);\\n\\n  //Unpack exponent\\n  float ebias = e + 127.0;\\n  c[0] = floor(ebias / 2.0);\\n  ebias -= c[0] * 2.0;\\n  c[1] += floor(ebias) * 128.0;\\n\\n  //Unpack sign bit\\n  c[0] += 128.0 * step(0.0, -v);\\n\\n  //Scale back to range\\n  return c / 255.0;\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform float pickId;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], worldPosition)) discard;\\n\\n  gl_FragColor = vec4(pickId/255.0, packFloat(pixelArcLength).xyz);\\n}\"]),l=[{name:\"position\",type:\"vec3\"},{name:\"nextPosition\",type:\"vec3\"},{name:\"arcLength\",type:\"float\"},{name:\"lineWidth\",type:\"float\"},{name:\"color\",type:\"vec4\"}];r.createShader=function(t){return a(t,i,o,null,l)},r.createPickShader=function(t){return a(t,i,s,null,l)}},{\"gl-shader\":311,glslify:412}],267:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl||t.scene&&t.scene.gl,r=h(e);r.attributes.position.location=0,r.attributes.nextPosition.location=1,r.attributes.arcLength.location=2,r.attributes.lineWidth.location=3,r.attributes.color.location=4;var o=f(e);o.attributes.position.location=0,o.attributes.nextPosition.location=1,o.attributes.arcLength.location=2,o.attributes.lineWidth.location=3,o.attributes.color.location=4;for(var s=n(e),l=a(e,[{buffer:s,size:3,offset:0,stride:48},{buffer:s,size:3,offset:12,stride:48},{buffer:s,size:1,offset:24,stride:48},{buffer:s,size:1,offset:28,stride:48},{buffer:s,size:4,offset:32,stride:48}]),u=c(new Array(1024),[256,1,4]),p=0;p<1024;++p)u.data[p]=255;var d=i(e,u);d.wrap=e.REPEAT;var g=new v(e,r,o,s,l,d);return g.update(t),g};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"gl-texture2d\"),o=new Uint8Array(4),s=new Float32Array(o.buffer);var l=t(\"binary-search-bounds\"),c=t(\"ndarray\"),u=t(\"./lib/shaders\"),h=u.createShader,f=u.createPickShader,p=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function d(t,e){for(var r=0,n=0;n<3;++n){var a=t[n]-e[n];r+=a*a}return Math.sqrt(r)}function g(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r<3;++r)e[0][r]=Math.max(t[0][r],e[0][r]),e[1][r]=Math.min(t[1][r],e[1][r]);return e}function m(t,e,r,n){this.arcLength=t,this.position=e,this.index=r,this.dataCoordinate=n}function v(t,e,r,n,a,i){this.gl=t,this.shader=e,this.pickShader=r,this.buffer=n,this.vao=a,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.points=[],this.arcLength=[],this.vertexCount=0,this.bounds=[[0,0,0],[0,0,0]],this.pickId=0,this.lineWidth=1,this.texture=i,this.dashScale=1,this.opacity=1,this.hasAlpha=!1,this.dirty=!0,this.pixelRatio=1}var y=v.prototype;y.isTransparent=function(){return this.hasAlpha},y.isOpaque=function(){return!this.hasAlpha},y.pickSlots=1,y.setPickBase=function(t){this.pickId=t},y.drawTransparent=y.draw=function(t){if(this.vertexCount){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,clipBounds:g(this.clipBounds),dashTexture:this.texture.bind(),dashScale:this.dashScale/this.arcLength[this.arcLength.length-1],opacity:this.opacity,screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.drawPick=function(t){if(this.vertexCount){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,pickId:this.pickId,clipBounds:g(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.update=function(t){var e,r;this.dirty=!0;var n=!!t.connectGaps;\"dashScale\"in t&&(this.dashScale=t.dashScale),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var a=[],i=[],o=[],s=0,u=0,h=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],f=t.position||t.positions;if(f){var p=t.color||t.colors||[0,0,0,1],g=t.lineWidth||1,m=!1;t:for(e=1;e<f.length;++e){var v,y,x,b=f[e-1],_=f[e];for(i.push(s),o.push(b.slice()),r=0;r<3;++r){if(isNaN(b[r])||isNaN(_[r])||!isFinite(b[r])||!isFinite(_[r])){if(!n&&a.length>0){for(var w=0;w<24;++w)a.push(a[a.length-12]);u+=2,m=!0}continue t}h[0][r]=Math.min(h[0][r],b[r],_[r]),h[1][r]=Math.max(h[1][r],b[r],_[r])}Array.isArray(p[0])?(v=p.length>e-1?p[e-1]:p.length>0?p[p.length-1]:[0,0,0,1],y=p.length>e?p[e]:p.length>0?p[p.length-1]:[0,0,0,1]):v=y=p,3===v.length&&(v=[v[0],v[1],v[2],1]),3===y.length&&(y=[y[0],y[1],y[2],1]),!this.hasAlpha&&v[3]<1&&(this.hasAlpha=!0),x=Array.isArray(g)?g.length>e-1?g[e-1]:g.length>0?g[g.length-1]:[0,0,0,1]:g;var T=s;if(s+=d(b,_),m){for(r=0;r<2;++r)a.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,v[0],v[1],v[2],v[3]);u+=2,m=!1}a.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,v[0],v[1],v[2],v[3],b[0],b[1],b[2],_[0],_[1],_[2],T,-x,v[0],v[1],v[2],v[3],_[0],_[1],_[2],b[0],b[1],b[2],s,-x,y[0],y[1],y[2],y[3],_[0],_[1],_[2],b[0],b[1],b[2],s,x,y[0],y[1],y[2],y[3]),u+=4}}if(this.buffer.update(a),i.push(s),o.push(f[f.length-1].slice()),this.bounds=h,this.vertexCount=u,this.points=o,this.arcLength=i,\"dashes\"in t){var k=t.dashes.slice();for(k.unshift(0),e=1;e<k.length;++e)k[e]=k[e-1]+k[e];var M=c(new Array(1024),[256,1,4]);for(e=0;e<256;++e){for(r=0;r<4;++r)M.set(e,0,r,0);1&l.le(k,k[k.length-1]*e/255)?M.set(e,0,0,0):M.set(e,0,0,255)}this.texture.setPixels(M)}},y.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()},y.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=function(t,e,r,n){return o[0]=n,o[1]=r,o[2]=e,o[3]=t,s[0]}(t.value[0],t.value[1],t.value[2],0),r=l.le(this.arcLength,e);if(r<0)return null;if(r===this.arcLength.length-1)return new m(this.arcLength[this.arcLength.length-1],this.points[this.points.length-1].slice(),r);for(var n=this.points[r],a=this.points[Math.min(r+1,this.points.length-1)],i=(e-this.arcLength[r])/(this.arcLength[r+1]-this.arcLength[r]),c=1-i,u=[0,0,0],h=0;h<3;++h)u[h]=c*n[h]+i*a[h];var f=Math.min(i<.5?r:r+1,this.points.length-1);return new m(e,u,f,this.points[f])}},{\"./lib/shaders\":266,\"binary-search-bounds\":94,\"gl-buffer\":254,\"gl-texture2d\":326,\"gl-vao\":331,ndarray:455}],268:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],a=e[2],i=e[3],o=r*i-a*n;return o?(o=1/o,t[0]=i*o,t[1]=-n*o,t[2]=-a*o,t[3]=r*o,t):null}},{}],269:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],a=e[2],i=e[3],o=e[4],s=e[5],l=e[6],c=e[7],u=e[8],h=u*o-s*c,f=-u*i+s*l,p=c*i-o*l,d=r*h+n*f+a*p;return d?(d=1/d,t[0]=h*d,t[1]=(-u*n+a*c)*d,t[2]=(s*n-a*o)*d,t[3]=f*d,t[4]=(u*r-a*l)*d,t[5]=(-s*r+a*i)*d,t[6]=p*d,t[7]=(-c*r+n*l)*d,t[8]=(o*r-n*i)*d,t):null}},{}],270:[function(t,e,r){e.exports=function(t){var e=new Float32Array(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e}},{}],271:[function(t,e,r){e.exports=function(){var t=new Float32Array(16);return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],272:[function(t,e,r){e.exports=function(t){var e=t[0],r=t[1],n=t[2],a=t[3],i=t[4],o=t[5],s=t[6],l=t[7],c=t[8],u=t[9],h=t[10],f=t[11],p=t[12],d=t[13],g=t[14],m=t[15];return(e*o-r*i)*(h*m-f*g)-(e*s-n*i)*(u*m-f*d)+(e*l-a*i)*(u*g-h*d)+(r*s-n*o)*(c*m-f*p)-(r*l-a*o)*(c*g-h*p)+(n*l-a*s)*(c*d-u*p)}},{}],273:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],a=e[2],i=e[3],o=r+r,s=n+n,l=a+a,c=r*o,u=n*o,h=n*s,f=a*o,p=a*s,d=a*l,g=i*o,m=i*s,v=i*l;return t[0]=1-h-d,t[1]=u+v,t[2]=f-m,t[3]=0,t[4]=u-v,t[5]=1-c-d,t[6]=p+g,t[7]=0,t[8]=f+m,t[9]=p-g,t[10]=1-c-h,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],274:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],a=e[1],i=e[2],o=e[3],s=n+n,l=a+a,c=i+i,u=n*s,h=n*l,f=n*c,p=a*l,d=a*c,g=i*c,m=o*s,v=o*l,y=o*c;return t[0]=1-(p+g),t[1]=h+y,t[2]=f-v,t[3]=0,t[4]=h-y,t[5]=1-(u+g),t[6]=d+m,t[7]=0,t[8]=f+v,t[9]=d-m,t[10]=1-(u+p),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t}},{}],275:[function(t,e,r){e.exports=function(t){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],276:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],a=e[2],i=e[3],o=e[4],s=e[5],l=e[6],c=e[7],u=e[8],h=e[9],f=e[10],p=e[11],d=e[12],g=e[13],m=e[14],v=e[15],y=r*s-n*o,x=r*l-a*o,b=r*c-i*o,_=n*l-a*s,w=n*c-i*s,T=a*c-i*l,k=u*g-h*d,M=u*m-f*d,A=u*v-p*d,S=h*m-f*g,E=h*v-p*g,C=f*v-p*m,L=y*C-x*E+b*S+_*A-w*M+T*k;if(!L)return null;return L=1/L,t[0]=(s*C-l*E+c*S)*L,t[1]=(a*E-n*C-i*S)*L,t[2]=(g*T-m*w+v*_)*L,t[3]=(f*w-h*T-p*_)*L,t[4]=(l*A-o*C-c*M)*L,t[5]=(r*C-a*A+i*M)*L,t[6]=(m*b-d*T-v*x)*L,t[7]=(u*T-f*b+p*x)*L,t[8]=(o*E-s*A+c*k)*L,t[9]=(n*A-r*E-i*k)*L,t[10]=(d*w-g*b+v*y)*L,t[11]=(h*b-u*w-p*y)*L,t[12]=(s*M-o*S-l*k)*L,t[13]=(r*S-n*M+a*k)*L,t[14]=(g*x-d*_-m*y)*L,t[15]=(u*_-h*x+f*y)*L,t}},{}],277:[function(t,e,r){var n=t(\"./identity\");e.exports=function(t,e,r,a){var i,o,s,l,c,u,h,f,p,d,g=e[0],m=e[1],v=e[2],y=a[0],x=a[1],b=a[2],_=r[0],w=r[1],T=r[2];if(Math.abs(g-_)<1e-6&&Math.abs(m-w)<1e-6&&Math.abs(v-T)<1e-6)return n(t);h=g-_,f=m-w,p=v-T,d=1/Math.sqrt(h*h+f*f+p*p),i=x*(p*=d)-b*(f*=d),o=b*(h*=d)-y*p,s=y*f-x*h,(d=Math.sqrt(i*i+o*o+s*s))?(i*=d=1/d,o*=d,s*=d):(i=0,o=0,s=0);l=f*s-p*o,c=p*i-h*s,u=h*o-f*i,(d=Math.sqrt(l*l+c*c+u*u))?(l*=d=1/d,c*=d,u*=d):(l=0,c=0,u=0);return t[0]=i,t[1]=l,t[2]=h,t[3]=0,t[4]=o,t[5]=c,t[6]=f,t[7]=0,t[8]=s,t[9]=u,t[10]=p,t[11]=0,t[12]=-(i*g+o*m+s*v),t[13]=-(l*g+c*m+u*v),t[14]=-(h*g+f*m+p*v),t[15]=1,t}},{\"./identity\":275}],278:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],a=e[1],i=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],h=e[8],f=e[9],p=e[10],d=e[11],g=e[12],m=e[13],v=e[14],y=e[15],x=r[0],b=r[1],_=r[2],w=r[3];return t[0]=x*n+b*s+_*h+w*g,t[1]=x*a+b*l+_*f+w*m,t[2]=x*i+b*c+_*p+w*v,t[3]=x*o+b*u+_*d+w*y,x=r[4],b=r[5],_=r[6],w=r[7],t[4]=x*n+b*s+_*h+w*g,t[5]=x*a+b*l+_*f+w*m,t[6]=x*i+b*c+_*p+w*v,t[7]=x*o+b*u+_*d+w*y,x=r[8],b=r[9],_=r[10],w=r[11],t[8]=x*n+b*s+_*h+w*g,t[9]=x*a+b*l+_*f+w*m,t[10]=x*i+b*c+_*p+w*v,t[11]=x*o+b*u+_*d+w*y,x=r[12],b=r[13],_=r[14],w=r[15],t[12]=x*n+b*s+_*h+w*g,t[13]=x*a+b*l+_*f+w*m,t[14]=x*i+b*c+_*p+w*v,t[15]=x*o+b*u+_*d+w*y,t}},{}],279:[function(t,e,r){e.exports=function(t,e,r,n,a,i,o){var s=1/(e-r),l=1/(n-a),c=1/(i-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*c,t[11]=0,t[12]=(e+r)*s,t[13]=(a+n)*l,t[14]=(o+i)*c,t[15]=1,t}},{}],280:[function(t,e,r){e.exports=function(t,e,r,n,a){var i=1/Math.tan(e/2),o=1/(n-a);return t[0]=i/r,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=i,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=(a+n)*o,t[11]=-1,t[12]=0,t[13]=0,t[14]=2*a*n*o,t[15]=0,t}},{}],281:[function(t,e,r){e.exports=function(t,e,r,n){var a,i,o,s,l,c,u,h,f,p,d,g,m,v,y,x,b,_,w,T,k,M,A,S,E=n[0],C=n[1],L=n[2],P=Math.sqrt(E*E+C*C+L*L);if(Math.abs(P)<1e-6)return null;E*=P=1/P,C*=P,L*=P,a=Math.sin(r),i=Math.cos(r),o=1-i,s=e[0],l=e[1],c=e[2],u=e[3],h=e[4],f=e[5],p=e[6],d=e[7],g=e[8],m=e[9],v=e[10],y=e[11],x=E*E*o+i,b=C*E*o+L*a,_=L*E*o-C*a,w=E*C*o-L*a,T=C*C*o+i,k=L*C*o+E*a,M=E*L*o+C*a,A=C*L*o-E*a,S=L*L*o+i,t[0]=s*x+h*b+g*_,t[1]=l*x+f*b+m*_,t[2]=c*x+p*b+v*_,t[3]=u*x+d*b+y*_,t[4]=s*w+h*T+g*k,t[5]=l*w+f*T+m*k,t[6]=c*w+p*T+v*k,t[7]=u*w+d*T+y*k,t[8]=s*M+h*A+g*S,t[9]=l*M+f*A+m*S,t[10]=c*M+p*A+v*S,t[11]=u*M+d*A+y*S,e!==t&&(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t}},{}],282:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),a=Math.cos(r),i=e[4],o=e[5],s=e[6],l=e[7],c=e[8],u=e[9],h=e[10],f=e[11];e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[4]=i*a+c*n,t[5]=o*a+u*n,t[6]=s*a+h*n,t[7]=l*a+f*n,t[8]=c*a-i*n,t[9]=u*a-o*n,t[10]=h*a-s*n,t[11]=f*a-l*n,t}},{}],283:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),a=Math.cos(r),i=e[0],o=e[1],s=e[2],l=e[3],c=e[8],u=e[9],h=e[10],f=e[11];e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=i*a-c*n,t[1]=o*a-u*n,t[2]=s*a-h*n,t[3]=l*a-f*n,t[8]=i*n+c*a,t[9]=o*n+u*a,t[10]=s*n+h*a,t[11]=l*n+f*a,t}},{}],284:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),a=Math.cos(r),i=e[0],o=e[1],s=e[2],l=e[3],c=e[4],u=e[5],h=e[6],f=e[7];e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=i*a+c*n,t[1]=o*a+u*n,t[2]=s*a+h*n,t[3]=l*a+f*n,t[4]=c*a-i*n,t[5]=u*a-o*n,t[6]=h*a-s*n,t[7]=f*a-l*n,t}},{}],285:[function(t,e,r){e.exports=function(t,e,r){var n=r[0],a=r[1],i=r[2];return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*a,t[5]=e[5]*a,t[6]=e[6]*a,t[7]=e[7]*a,t[8]=e[8]*i,t[9]=e[9]*i,t[10]=e[10]*i,t[11]=e[11]*i,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},{}],286:[function(t,e,r){e.exports=function(t,e,r){var n,a,i,o,s,l,c,u,h,f,p,d,g=r[0],m=r[1],v=r[2];e===t?(t[12]=e[0]*g+e[4]*m+e[8]*v+e[12],t[13]=e[1]*g+e[5]*m+e[9]*v+e[13],t[14]=e[2]*g+e[6]*m+e[10]*v+e[14],t[15]=e[3]*g+e[7]*m+e[11]*v+e[15]):(n=e[0],a=e[1],i=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],h=e[8],f=e[9],p=e[10],d=e[11],t[0]=n,t[1]=a,t[2]=i,t[3]=o,t[4]=s,t[5]=l,t[6]=c,t[7]=u,t[8]=h,t[9]=f,t[10]=p,t[11]=d,t[12]=n*g+s*m+h*v+e[12],t[13]=a*g+l*m+f*v+e[13],t[14]=i*g+c*m+p*v+e[14],t[15]=o*g+u*m+d*v+e[15]);return t}},{}],287:[function(t,e,r){e.exports=function(t,e){if(t===e){var r=e[1],n=e[2],a=e[3],i=e[6],o=e[7],s=e[11];t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=r,t[6]=e[9],t[7]=e[13],t[8]=n,t[9]=i,t[11]=e[14],t[12]=a,t[13]=o,t[14]=s}else t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},{}],288:[function(t,e,r){\"use strict\";e.exports=function(t,e){switch(e.length){case 0:break;case 1:t[0]=1/e[0];break;case 4:n(t,e);break;case 9:a(t,e);break;case 16:i(t,e);break;default:throw new Error(\"currently supports matrices up to 4x4\")}return t};var n=t(\"gl-mat2/invert\"),a=t(\"gl-mat3/invert\"),i=t(\"gl-mat4/invert\")},{\"gl-mat2/invert\":268,\"gl-mat3/invert\":269,\"gl-mat4/invert\":276}],289:[function(t,e,r){\"use strict\";var n=t(\"barycentric\"),a=t(\"polytope-closest-point/lib/closest_point_2d.js\");function i(t,e){for(var r=[0,0,0,0],n=0;n<4;++n)for(var a=0;a<4;++a)r[a]+=t[4*n+a]*e[n];return r}function o(t,e,r,n,a){for(var o=i(n,i(r,i(e,[t[0],t[1],t[2],1]))),s=0;s<3;++s)o[s]/=o[3];return[.5*a[0]*(1+o[0]),.5*a[1]*(1-o[1])]}function s(t,e){for(var r=[0,0,0],n=0;n<t.length;++n)for(var a=t[n],i=e[n],o=0;o<3;++o)r[o]+=i*a[o];return r}e.exports=function(t,e,r,i,l,c){if(1===t.length)return[0,t[0].slice()];for(var u=new Array(t.length),h=0;h<t.length;++h)u[h]=o(t[h],r,i,l,c);var f=0,p=1/0;for(h=0;h<u.length;++h){for(var d=0,g=0;g<2;++g)d+=Math.pow(u[h][g]-e[g],2);d<p&&(p=d,f=h)}var m=function(t,e){if(2===t.length){for(var r=0,i=0,o=0;o<2;++o)r+=Math.pow(e[o]-t[0][o],2),i+=Math.pow(e[o]-t[1][o],2);return r=Math.sqrt(r),i=Math.sqrt(i),r+i<1e-6?[1,0]:[i/(r+i),r/(i+r)]}if(3===t.length){var s=[0,0];return a(t[0],t[1],t[2],e,s),n(t,s)}return[]}(u,e),v=0;for(h=0;h<3;++h){if(m[h]<-.001||m[h]>1.0001)return null;v+=m[h]}if(Math.abs(v-1)>.001)return null;return[f,s(t,m),m]}},{barycentric:76,\"polytope-closest-point/lib/closest_point_2d.js\":486}],290:[function(t,e,r){var n=t(\"glslify\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, normal;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model\\n           , view\\n           , projection\\n           , inverseModel;\\nuniform vec3 eyePosition\\n           , lightPosition;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  gl_Position      = project(position);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * vec4(position , 1.0);\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal  = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  f_color          = color;\\n  f_data           = position;\\n  f_uv             = uv;\\n}\\n\"]),i=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\n//#pragma glslify: beckmann = require(glsl-specular-beckmann) // used in gl-surface3d\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness\\n            , fresnel\\n            , kambient\\n            , kdiffuse\\n            , kspecular;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (f_color.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], f_data)\\n  ) discard;\\n\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  //float specular = max(0.0, beckmann(L, V, N, roughness)); // used in gl-surface3d\\n\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = vec4(f_color.rgb, 1.0) * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * f_color.a;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_color = color;\\n  f_data  = position;\\n  f_uv    = uv;\\n}\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_data)) discard;\\n\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\nattribute float pointSize;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0 ,0.0 ,0.0);\\n  } else {\\n    gl_Position = projection * view * model * vec4(position, 1.0);\\n  }\\n  gl_PointSize = pointSize;\\n  f_color = color;\\n  f_uv = uv;\\n}\"]),c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  vec2 pointR = gl_PointCoord.xy - vec2(0.5, 0.5);\\n  if(dot(pointR, pointR) > 0.25) {\\n    discard;\\n  }\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_id        = id;\\n  f_position  = position;\\n}\"]),h=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]),f=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3  position;\\nattribute float pointSize;\\nattribute vec4  id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0, 0.0, 0.0);\\n  } else {\\n    gl_Position  = projection * view * model * vec4(position, 1.0);\\n    gl_PointSize = pointSize;\\n  }\\n  f_id         = id;\\n  f_position   = position;\\n}\"]),p=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n}\"]),d=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec3 contourColor;\\n\\nvoid main() {\\n  gl_FragColor = vec4(contourColor, 1.0);\\n}\\n\"]);r.meshShader={vertex:a,fragment:i,attributes:[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.wireShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.pointShader={vertex:l,fragment:c,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"pointSize\",type:\"float\"}]},r.pickShader={vertex:u,fragment:h,attributes:[{name:\"position\",type:\"vec3\"},{name:\"id\",type:\"vec4\"}]},r.pointPickShader={vertex:f,fragment:h,attributes:[{name:\"position\",type:\"vec3\"},{name:\"pointSize\",type:\"float\"},{name:\"id\",type:\"vec4\"}]},r.contourShader={vertex:p,fragment:d,attributes:[{name:\"position\",type:\"vec3\"}]}},{glslify:412}],291:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),a=t(\"gl-buffer\"),i=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"normals\"),l=t(\"gl-mat4/multiply\"),c=t(\"gl-mat4/invert\"),u=t(\"ndarray\"),h=t(\"colormap\"),f=t(\"simplicial-complex-contour\"),p=t(\"typedarray-pool\"),d=t(\"./lib/shaders\"),g=t(\"./lib/closest-point\"),m=d.meshShader,v=d.wireShader,y=d.pointShader,x=d.pickShader,b=d.pointPickShader,_=d.contourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function T(t,e,r,n,a,i,o,s,l,c,u,h,f,p,d,g,m,v,y,x,b,_,T,k,M,A,S){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.lineShader=n,this.pointShader=a,this.pickShader=i,this.pointPickShader=o,this.contourShader=s,this.trianglePositions=l,this.triangleColors=u,this.triangleNormals=f,this.triangleUVs=h,this.triangleIds=c,this.triangleVAO=p,this.triangleCount=0,this.lineWidth=1,this.edgePositions=d,this.edgeColors=m,this.edgeUVs=v,this.edgeIds=g,this.edgeVAO=y,this.edgeCount=0,this.pointPositions=x,this.pointColors=_,this.pointUVs=T,this.pointSizes=k,this.pointIds=b,this.pointVAO=M,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=A,this.contourVAO=S,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickVertex=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.hasAlpha=!1,this.opacityscale=!1,this._model=w,this._view=w,this._projection=w,this._resolution=[1,1]}var k=T.prototype;function M(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}function A(t){var e=n(t,m.vertex,m.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.normal.location=4,e}function S(t){var e=n(t,v.vertex,v.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e}function E(t){var e=n(t,y.vertex,y.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.pointSize.location=4,e}function C(t){var e=n(t,x.vertex,x.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e}function L(t){var e=n(t,b.vertex,b.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function P(t){var e=n(t,_.vertex,_.fragment);return e.attributes.position.location=0,e}k.isOpaque=function(){return!this.hasAlpha},k.isTransparent=function(){return this.hasAlpha},k.pickSlots=1,k.setPickBase=function(t){this.pickId=t},k.highlight=function(t){if(t&&this.contourEnable){for(var e=f(this.cells,this.intensity,t.intensity),r=e.cells,n=e.vertexIds,a=e.vertexWeights,i=r.length,o=p.mallocFloat32(6*i),s=0,l=0;l<i;++l)for(var c=r[l],u=0;u<2;++u){var h=c[0];2===c.length&&(h=c[u]);for(var d=n[h][0],g=n[h][1],m=a[h],v=1-m,y=this.positions[d],x=this.positions[g],b=0;b<3;++b)o[s++]=m*y[b]+v*x[b]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),p.free(o)}else this.contourCount=0},k.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"contourEnable\"in t&&(this.contourEnable=t.contourEnable),\"contourColor\"in t&&(this.contourColor=t.contourColor),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=t.opacity,this.opacity<1&&(this.hasAlpha=!0)),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale,this.hasAlpha=!0),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t,e){for(var r=h({colormap:t,nshades:256,format:\"rgba\"}),n=new Uint8Array(1024),a=0;a<256;++a){for(var i=r[a],o=0;o<3;++o)n[4*a+o]=i[o];n[4*a+3]=e?255*M(a/255,e):255*i[3]}return u(n,[256,256,4],[4,0,1])}(t.colormap,this.opacityscale)),this.texture.generateMipmap());var r=t.cells,n=t.positions;if(n&&r){var a=[],i=[],l=[],c=[],f=[],p=[],d=[],g=[],m=[],v=[],y=[],x=[],b=[],_=[];this.cells=r,this.positions=n;var w=t.vertexNormals,T=t.cellNormals,k=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,A=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&&!T&&(T=s.faceNormals(r,n,A)),T||w||(w=s.vertexNormals(r,n,k));var S=t.vertexColors,E=t.cellColors,C=t.meshColor||[1,1,1,1],L=t.vertexUVs,P=t.vertexIntensity,I=t.cellUVs,z=t.cellIntensity,O=1/0,D=-1/0;if(!L&&!I)if(P)if(t.vertexIntensityBounds)O=+t.vertexIntensityBounds[0],D=+t.vertexIntensityBounds[1];else for(var R=0;R<P.length;++R){var F=P[R];O=Math.min(O,F),D=Math.max(D,F)}else if(z)if(t.cellIntensityBounds)O=+t.cellIntensityBounds[0],D=+t.cellIntensityBounds[1];else for(R=0;R<z.length;++R){F=z[R];O=Math.min(O,F),D=Math.max(D,F)}else for(R=0;R<n.length;++R){F=n[R][2];O=Math.min(O,F),D=Math.max(D,F)}this.intensity=P||(z||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n)),this.pickVertex=!(z||E);var B=t.pointSizes,N=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(R=0;R<n.length;++R)for(var j=n[R],U=0;U<3;++U)!isNaN(j[U])&&isFinite(j[U])&&(this.bounds[0][U]=Math.min(this.bounds[0][U],j[U]),this.bounds[1][U]=Math.max(this.bounds[1][U],j[U]));var V=0,q=0,H=0;t:for(R=0;R<r.length;++R){var G=r[R];switch(G.length){case 1:for(j=n[W=G[0]],U=0;U<3;++U)if(isNaN(j[U])||!isFinite(j[U]))continue t;v.push(j[0],j[1],j[2]),Z=S?S[W]:E?E[R]:C,this.opacityscale&&P?i.push(Z[0],Z[1],Z[2],this.opacity*M((P[W]-O)/(D-O),this.opacityscale)):3===Z.length?y.push(Z[0],Z[1],Z[2],this.opacity):(y.push(Z[0],Z[1],Z[2],Z[3]*this.opacity),Z[3]<1&&(this.hasAlpha=!0)),X=L?L[W]:P?[(P[W]-O)/(D-O),0]:I?I[R]:z?[(z[R]-O)/(D-O),0]:[(j[2]-O)/(D-O),0],x.push(X[0],X[1]),B?b.push(B[W]):b.push(N),_.push(R),H+=1;break;case 2:for(U=0;U<2;++U){j=n[W=G[U]];for(var Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t}for(U=0;U<2;++U){j=n[W=G[U]];p.push(j[0],j[1],j[2]),Z=S?S[W]:E?E[R]:C,this.opacityscale&&P?i.push(Z[0],Z[1],Z[2],this.opacity*M((P[W]-O)/(D-O),this.opacityscale)):3===Z.length?d.push(Z[0],Z[1],Z[2],this.opacity):(d.push(Z[0],Z[1],Z[2],Z[3]*this.opacity),Z[3]<1&&(this.hasAlpha=!0)),X=L?L[W]:P?[(P[W]-O)/(D-O),0]:I?I[R]:z?[(z[R]-O)/(D-O),0]:[(j[2]-O)/(D-O),0],g.push(X[0],X[1]),m.push(R)}q+=1;break;case 3:for(U=0;U<3;++U)for(j=n[W=G[U]],Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t;for(U=0;U<3;++U){var W,Z,X,J;j=n[W=G[2-U]];a.push(j[0],j[1],j[2]),(Z=S?S[W]:E?E[R]:C)?this.opacityscale&&P?i.push(Z[0],Z[1],Z[2],this.opacity*M((P[W]-O)/(D-O),this.opacityscale)):3===Z.length?i.push(Z[0],Z[1],Z[2],this.opacity):(i.push(Z[0],Z[1],Z[2],Z[3]*this.opacity),Z[3]<1&&(this.hasAlpha=!0)):i.push(.5,.5,.5,1),X=L?L[W]:P?[(P[W]-O)/(D-O),0]:I?I[R]:z?[(z[R]-O)/(D-O),0]:[(j[2]-O)/(D-O),0],c.push(X[0],X[1]),J=w?w[W]:T[R],l.push(J[0],J[1],J[2]),f.push(R)}V+=1}}this.pointCount=H,this.edgeCount=q,this.triangleCount=V,this.pointPositions.update(v),this.pointColors.update(y),this.pointUVs.update(x),this.pointSizes.update(b),this.pointIds.update(new Uint32Array(_)),this.edgePositions.update(p),this.edgeColors.update(d),this.edgeUVs.update(g),this.edgeIds.update(new Uint32Array(m)),this.trianglePositions.update(a),this.triangleColors.update(i),this.triangleUVs.update(c),this.triangleNormals.update(l),this.triangleIds.update(new Uint32Array(f))}},k.drawTransparent=k.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,a=t.projection||w,i=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)i[0][o]=Math.max(i[0][o],this.clipBounds[0][o]),i[1][o]=Math.min(i[1][o],this.clipBounds[1][o]);var s={model:r,view:n,projection:a,inverseModel:w.slice(),clipBounds:i,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],contourColor:this.contourColor,texture:0};s.inverseModel=c(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);l(u,s.view,s.model),l(u,s.projection,u),c(u,u);for(o=0;o<3;++o)s.eyePosition[o]=u[12+o]/u[15];var h,f=u[15];for(o=0;o<3;++o)f+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];s.lightPosition[o]=p/f}this.triangleCount>0&&((h=this.triShader).bind(),h.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind());this.edgeCount>0&&this.lineWidth>0&&((h=this.lineShader).bind(),h.uniforms=s,this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind());this.pointCount>0&&((h=this.pointShader).bind(),h.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind());this.contourEnable&&this.contourCount>0&&this.contourLineWidth>0&&((h=this.contourShader).bind(),h.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind())},k.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,a=t.projection||w,i=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)i[0][o]=Math.max(i[0][o],this.clipBounds[0][o]),i[1][o]=Math.min(i[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(a),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s,l={model:r,view:n,projection:a,clipBounds:i,pickId:this.pickId/255};((s=this.pickShader).bind(),s.uniforms=l,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0)&&((s=this.pointPickShader).bind(),s.uniforms=l,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind())},k.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;for(var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions,a=new Array(r.length),i=0;i<r.length;++i)a[i]=n[r[i]];var o=t.coord[0],s=t.coord[1];if(!this.pickVertex){var l=this.positions[r[0]],c=this.positions[r[1]],u=this.positions[r[2]],h=[(l[0]+c[0]+u[0])/3,(l[1]+c[1]+u[1])/3,(l[2]+c[2]+u[2])/3];return{_cellCenter:!0,position:[o,s],index:e,cell:r,cellId:e,intensity:this.intensity[e],dataCoordinate:h}}var f=g(a,[o*this.pixelRatio,this._resolution[1]-s*this.pixelRatio],this._model,this._view,this._projection,this._resolution);if(!f)return null;var p=f[2],d=0;for(i=0;i<r.length;++i)d+=p[i]*this.intensity[r[i]];return{position:f[1],index:r[f[0]],cell:r,cellId:e,intensity:d,dataCoordinate:this.positions[r[f[0]]]}},k.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.lineShader.dispose(),this.pointShader.dispose(),this.pickShader.dispose(),this.pointPickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleNormals.dispose(),this.triangleIds.dispose(),this.edgeVAO.dispose(),this.edgePositions.dispose(),this.edgeColors.dispose(),this.edgeUVs.dispose(),this.edgeIds.dispose(),this.pointVAO.dispose(),this.pointPositions.dispose(),this.pointColors.dispose(),this.pointUVs.dispose(),this.pointSizes.dispose(),this.pointIds.dispose(),this.contourVAO.dispose(),this.contourPositions.dispose(),this.contourShader.dispose()},e.exports=function(t,e){1===arguments.length&&(t=(e=t).gl);var r=t.getExtension(\"OES_standard_derivatives\")||t.getExtension(\"MOZ_OES_standard_derivatives\")||t.getExtension(\"WEBKIT_OES_standard_derivatives\");if(!r)throw new Error(\"derivatives not supported\");var n=A(t),s=S(t),l=E(t),c=C(t),h=L(t),f=P(t),p=o(t,u(new Uint8Array([255,255,255,255]),[1,1,4]));p.generateMipmap(),p.minFilter=t.LINEAR_MIPMAP_LINEAR,p.magFilter=t.LINEAR;var d=a(t),g=a(t),m=a(t),v=a(t),y=a(t),x=i(t,[{buffer:d,type:t.FLOAT,size:3},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:g,type:t.FLOAT,size:4},{buffer:m,type:t.FLOAT,size:2},{buffer:v,type:t.FLOAT,size:3}]),b=a(t),_=a(t),w=a(t),k=a(t),M=i(t,[{buffer:b,type:t.FLOAT,size:3},{buffer:k,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:_,type:t.FLOAT,size:4},{buffer:w,type:t.FLOAT,size:2}]),I=a(t),z=a(t),O=a(t),D=a(t),R=a(t),F=i(t,[{buffer:I,type:t.FLOAT,size:3},{buffer:R,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:z,type:t.FLOAT,size:4},{buffer:O,type:t.FLOAT,size:2},{buffer:D,type:t.FLOAT,size:1}]),B=a(t),N=i(t,[{buffer:B,type:t.FLOAT,size:3}]),j=new T(t,p,n,s,l,c,h,f,d,y,g,m,v,x,b,k,_,w,M,I,R,z,O,D,F,B,N);return j.update(e),j}},{\"./lib/closest-point\":289,\"./lib/shaders\":290,colormap:128,\"gl-buffer\":254,\"gl-mat4/invert\":276,\"gl-mat4/multiply\":278,\"gl-shader\":311,\"gl-texture2d\":326,\"gl-vao\":331,ndarray:455,normals:458,\"simplicial-complex-contour\":515,\"typedarray-pool\":554}],292:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[0,0,0,1,1,0,1,1]),s=a(e,i.boxVert,i.lineFrag);return new o(t,r,s)};var n=t(\"gl-buffer\"),a=t(\"gl-shader\"),i=t(\"./shaders\");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawBox=(s=[0,0],l=[0,0],function(t,e,r,n,a){var i=this.plot,o=this.shader,c=i.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,o.uniforms.lo=s,o.uniforms.hi=l,o.uniforms.color=a,c.drawArrays(c.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":295,\"gl-buffer\":254,\"gl-shader\":311}],293:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),i=a(e,o.gridVert,o.gridFrag),l=a(e,o.tickVert,o.gridFrag);return new s(t,r,i,l)};var n=t(\"gl-buffer\"),a=t(\"gl-shader\"),i=t(\"binary-search-bounds\"),o=t(\"./shaders\");function s(t,e,r,n){this.plot=t,this.vbo=e,this.shader=r,this.tickShader=n,this.ticks=[[],[]]}function l(t,e){return t-e}var c,u,h,f,p,d=s.prototype;d.draw=(c=[0,0],u=[0,0],h=[0,0],function(){for(var t=this.plot,e=this.vbo,r=this.shader,n=this.ticks,a=t.gl,i=t._tickBounds,o=t.dataBox,s=t.viewBox,l=t.gridLineWidth,f=t.gridLineColor,p=t.gridLineEnable,d=t.pixelRatio,g=0;g<2;++g){var m=i[g],v=i[g+2]-m,y=.5*(o[g+2]+o[g]),x=o[g+2]-o[g];u[g]=2*v/x,c[g]=2*(m-y)/x}r.bind(),e.bind(),r.attributes.dataCoord.pointer(),r.uniforms.dataShift=c,r.uniforms.dataScale=u;var b=0;for(g=0;g<2;++g){h[0]=h[1]=0,h[g]=1,r.uniforms.dataAxis=h,r.uniforms.lineWidth=l[g]/(s[g+2]-s[g])*d,r.uniforms.color=f[g];var _=6*n[g].length;p[g]&&_&&a.drawArrays(a.TRIANGLES,b,_),b+=_}}),d.drawTickMarks=function(){var t=[0,0],e=[0,0],r=[1,0],n=[0,1],a=[0,0],o=[0,0];return function(){for(var s=this.plot,c=this.vbo,u=this.tickShader,h=this.ticks,f=s.gl,p=s._tickBounds,d=s.dataBox,g=s.viewBox,m=s.pixelRatio,v=s.screenBox,y=v[2]-v[0],x=v[3]-v[1],b=g[2]-g[0],_=g[3]-g[1],w=0;w<2;++w){var T=p[w],k=p[w+2]-T,M=.5*(d[w+2]+d[w]),A=d[w+2]-d[w];e[w]=2*k/A,t[w]=2*(T-M)/A}e[0]*=b/y,t[0]*=b/y,e[1]*=_/x,t[1]*=_/x,u.bind(),c.bind(),u.attributes.dataCoord.pointer();var S=u.uniforms;S.dataShift=t,S.dataScale=e;var E=s.tickMarkLength,C=s.tickMarkWidth,L=s.tickMarkColor,P=6*h[0].length,I=Math.min(i.ge(h[0],(d[0]-p[0])/(p[2]-p[0]),l),h[0].length),z=Math.min(i.gt(h[0],(d[2]-p[0])/(p[2]-p[0]),l),h[0].length),O=0+6*I,D=6*Math.max(0,z-I),R=Math.min(i.ge(h[1],(d[1]-p[1])/(p[3]-p[1]),l),h[1].length),F=Math.min(i.gt(h[1],(d[3]-p[1])/(p[3]-p[1]),l),h[1].length),B=P+6*R,N=6*Math.max(0,F-R);a[0]=2*(g[0]-E[1])/y-1,a[1]=(g[3]+g[1])/x-1,o[0]=E[1]*m/y,o[1]=C[1]*m/x,N&&(S.color=L[1],S.tickScale=o,S.dataAxis=n,S.screenOffset=a,f.drawArrays(f.TRIANGLES,B,N)),a[0]=(g[2]+g[0])/y-1,a[1]=2*(g[1]-E[0])/x-1,o[0]=C[0]*m/y,o[1]=E[0]*m/x,D&&(S.color=L[0],S.tickScale=o,S.dataAxis=r,S.screenOffset=a,f.drawArrays(f.TRIANGLES,O,D)),a[0]=2*(g[2]+E[3])/y-1,a[1]=(g[3]+g[1])/x-1,o[0]=E[3]*m/y,o[1]=C[3]*m/x,N&&(S.color=L[3],S.tickScale=o,S.dataAxis=n,S.screenOffset=a,f.drawArrays(f.TRIANGLES,B,N)),a[0]=(g[2]+g[0])/y-1,a[1]=2*(g[3]+E[2])/x-1,o[0]=C[2]*m/y,o[1]=E[2]*m/x,D&&(S.color=L[2],S.tickScale=o,S.dataAxis=r,S.screenOffset=a,f.drawArrays(f.TRIANGLES,O,D))}}(),d.update=(f=[1,1,-1,-1,1,-1],p=[1,-1,1,1,-1,-1],function(t){for(var e=t.ticks,r=t.bounds,n=new Float32Array(18*(e[0].length+e[1].length)),a=(this.plot.zeroLineEnable,0),i=[[],[]],o=0;o<2;++o)for(var s=i[o],l=e[o],c=r[o],u=r[o+2],h=0;h<l.length;++h){var d=(l[h].x-c)/(u-c);s.push(d);for(var g=0;g<6;++g)n[a++]=d,n[a++]=f[g],n[a++]=p[g]}this.ticks=i,this.vbo.update(n)}),d.dispose=function(){this.vbo.dispose(),this.shader.dispose(),this.tickShader.dispose()}},{\"./shaders\":295,\"binary-search-bounds\":94,\"gl-buffer\":254,\"gl-shader\":311}],294:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[-1,-1,-1,1,1,-1,1,1]),s=a(e,i.lineVert,i.lineFrag);return new o(t,r,s)};var n=t(\"gl-buffer\"),a=t(\"gl-shader\"),i=t(\"./shaders\");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawLine=(s=[0,0],l=[0,0],function(t,e,r,n,a,i){var o=this.plot,c=this.shader,u=o.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,c.uniforms.start=s,c.uniforms.end=l,c.uniforms.width=a*o.pixelRatio,c.uniforms.color=i,u.drawArrays(u.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":295,\"gl-buffer\":254,\"gl-shader\":311}],295:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),a=n([\"precision lowp float;\\n#define GLSLIFY 1\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = vec4(color.xyz * color.w, color.w);\\n}\\n\"]);e.exports={lineVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 start, end;\\nuniform float width;\\n\\nvec2 perp(vec2 v) {\\n  return vec2(v.y, -v.x);\\n}\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  vec2 delta = normalize(perp(start - end));\\n  vec2 offset = mix(start, end, 0.5 * (coord.y+1.0));\\n  gl_Position = vec4(screen(offset + 0.5 * width * delta * coord.x), 0, 1);\\n}\\n\"]),lineFrag:a,textVert:n([\"#define GLSLIFY 1\\nattribute vec3 textCoordinate;\\n\\nuniform vec2 dataScale, dataShift, dataAxis, screenOffset, textScale;\\nuniform float angle;\\n\\nvoid main() {\\n  float dataOffset  = textCoordinate.z;\\n  vec2 glyphOffset  = textCoordinate.xy;\\n  mat2 glyphMatrix = mat2(cos(angle), sin(angle), -sin(angle), cos(angle));\\n  vec2 screenCoordinate = dataAxis * (dataScale * dataOffset + dataShift) +\\n    glyphMatrix * glyphOffset * textScale + screenOffset;\\n  gl_Position = vec4(screenCoordinate, 0, 1);\\n}\\n\"]),textFrag:a,gridVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale;\\nuniform float lineWidth;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  pos += 10.0 * dataCoord.y * vec2(dataAxis.y, -dataAxis.x) + dataCoord.z * lineWidth;\\n  gl_Position = vec4(pos, 0, 1);\\n}\\n\"]),gridFrag:a,boxVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 lo, hi;\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  gl_Position = vec4(screen(mix(lo, hi, coord)), 0, 1);\\n}\\n\"]),tickVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale, screenOffset, tickScale;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  gl_Position = vec4(pos + tickScale*dataCoord.yz + screenOffset, 0, 1);\\n}\\n\"])}},{glslify:412}],296:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),i=a(e,s.textVert,s.textFrag);return new l(t,r,i)};var n=t(\"gl-buffer\"),a=t(\"gl-shader\"),i=t(\"text-cache\"),o=t(\"binary-search-bounds\"),s=t(\"./shaders\");function l(t,e,r){this.plot=t,this.vbo=e,this.shader=r,this.tickOffset=[[],[]],this.tickX=[[],[]],this.labelOffset=[0,0],this.labelCount=[0,0]}var c,u,h,f,p,d,g=l.prototype;g.drawTicks=(c=[0,0],u=[0,0],h=[0,0],function(t){var e=this.plot,r=this.shader,n=this.tickX[t],a=this.tickOffset[t],i=e.gl,s=e.viewBox,l=e.dataBox,f=e.screenBox,p=e.pixelRatio,d=e.tickEnable,g=e.tickPad,m=e.tickColor,v=e.tickAngle,y=e.labelEnable,x=e.labelPad,b=e.labelColor,_=e.labelAngle,w=this.labelOffset[t],T=this.labelCount[t],k=o.lt(n,l[t]),M=o.le(n,l[t+2]);c[0]=c[1]=0,c[t]=1,u[t]=(s[2+t]+s[t])/(f[2+t]-f[t])-1;var A=2/f[2+(1^t)]-f[1^t];u[1^t]=A*s[1^t]-1,d[t]&&(u[1^t]-=A*p*g[t],k<M&&a[M]>a[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=m[t],r.uniforms.angle=v[t],i.drawArrays(i.TRIANGLES,a[k],a[M]-a[k]))),y[t]&&T&&(u[1^t]-=A*p*x[t],r.uniforms.dataAxis=h,r.uniforms.screenOffset=u,r.uniforms.color=b[t],r.uniforms.angle=_[t],i.drawArrays(i.TRIANGLES,w,T)),u[1^t]=A*s[2+(1^t)]-1,d[t+2]&&(u[1^t]+=A*p*g[t+2],k<M&&a[M]>a[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=m[t+2],r.uniforms.angle=v[t+2],i.drawArrays(i.TRIANGLES,a[k],a[M]-a[k]))),y[t+2]&&T&&(u[1^t]+=A*p*x[t+2],r.uniforms.dataAxis=h,r.uniforms.screenOffset=u,r.uniforms.color=b[t+2],r.uniforms.angle=_[t+2],i.drawArrays(i.TRIANGLES,w,T))}),g.drawTitle=function(){var t=[0,0],e=[0,0];return function(){var r=this.plot,n=this.shader,a=r.gl,i=r.screenBox,o=r.titleCenter,s=r.titleAngle,l=r.titleColor,c=r.pixelRatio;if(this.titleCount){for(var u=0;u<2;++u)e[u]=2*(o[u]*c-i[u])/(i[2+u]-i[u])-1;n.bind(),n.uniforms.dataAxis=t,n.uniforms.screenOffset=e,n.uniforms.angle=s,n.uniforms.color=l,a.drawArrays(a.TRIANGLES,this.titleOffset,this.titleCount)}}}(),g.bind=(f=[0,0],p=[0,0],d=[0,0],function(){var t=this.plot,e=this.shader,r=t._tickBounds,n=t.dataBox,a=t.screenBox,i=t.viewBox;e.bind();for(var o=0;o<2;++o){var s=r[o],l=r[o+2]-s,c=.5*(n[o+2]+n[o]),u=n[o+2]-n[o],h=i[o],g=i[o+2]-h,m=a[o],v=a[o+2]-m;p[o]=2*l/u*g/v,f[o]=2*(s-c)/u*g/v}d[1]=2*t.pixelRatio/(a[3]-a[1]),d[0]=d[1]*(a[3]-a[1])/(a[2]-a[0]),e.uniforms.dataScale=p,e.uniforms.dataShift=f,e.uniforms.textScale=d,this.vbo.bind(),e.attributes.textCoordinate.pointer()}),g.update=function(t){var e,r,n,a,o,s=[],l=t.ticks,c=t.bounds;for(o=0;o<2;++o){var u=[Math.floor(s.length/3)],h=[-1/0],f=l[o];for(e=0;e<f.length;++e){var p=f[e],d=p.x,g=p.text,m=p.font||\"sans-serif\";a=p.fontSize||12;for(var v=1/(c[o+2]-c[o]),y=c[o],x=g.split(\"\\n\"),b=0;b<x.length;b++)for(n=i(m,x[b]).data,r=0;r<n.length;r+=2)s.push(n[r]*a,-n[r+1]*a-b*a*1.2,(d-y)*v);u.push(Math.floor(s.length/3)),h.push(d)}this.tickOffset[o]=u,this.tickX[o]=h}for(o=0;o<2;++o){for(this.labelOffset[o]=Math.floor(s.length/3),n=i(t.labelFont[o],t.labels[o],{textAlign:\"center\"}).data,a=t.labelSize[o],e=0;e<n.length;e+=2)s.push(n[e]*a,-n[e+1]*a,0);this.labelCount[o]=Math.floor(s.length/3)-this.labelOffset[o]}for(this.titleOffset=Math.floor(s.length/3),n=i(t.titleFont,t.title).data,a=t.titleSize,e=0;e<n.length;e+=2)s.push(n[e]*a,-n[e+1]*a,0);this.titleCount=Math.floor(s.length/3)-this.titleOffset,this.vbo.update(s)},g.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":295,\"binary-search-bounds\":94,\"gl-buffer\":254,\"gl-shader\":311,\"text-cache\":534}],297:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[e.drawingBufferWidth,e.drawingBufferHeight]),c=new l(e,r);return c.grid=a(c),c.text=i(c),c.line=o(c),c.box=s(c),c.update(t),c};var n=t(\"gl-select-static\"),a=t(\"./lib/grid\"),i=t(\"./lib/text\"),o=t(\"./lib/line\"),s=t(\"./lib/box\");function l(t,e){this.gl=t,this.pickBuffer=e,this.screenBox=[0,0,t.drawingBufferWidth,t.drawingBufferHeight],this.viewBox=[0,0,0,0],this.dataBox=[-10,-10,10,10],this.gridLineEnable=[!0,!0],this.gridLineWidth=[1,1],this.gridLineColor=[[0,0,0,1],[0,0,0,1]],this.pixelRatio=1,this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickEnable=[!0,!0,!0,!0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[15,15,15,15],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelEnable=[!0,!0,!0,!0],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.titleCenter=[0,0],this.titleEnable=!0,this.titleAngle=0,this.titleColor=[0,0,0,1],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[4,4],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderLineEnable=[!0,!0,!0,!0],this.borderLineWidth=[2,2,2,2],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.grid=null,this.text=null,this.line=null,this.box=null,this.objects=[],this.overlays=[],this._tickBounds=[1/0,1/0,-1/0,-1/0],this.static=!1,this.dirty=!1,this.pickDirty=!1,this.pickDelay=120,this.pickRadius=10,this._pickTimeout=null,this._drawPick=this.drawPick.bind(this),this._depthCounter=0}var c=l.prototype;function u(t){for(var e=t.slice(),r=0;r<e.length;++r)e[r]=e[r].slice();return e}function h(t,e){return t.x-e.x}c.setDirty=function(){this.dirty=this.pickDirty=!0},c.setOverlayDirty=function(){this.dirty=!0},c.nextDepthValue=function(){return this._depthCounter++/65536},c.draw=function(){var t=this.gl,e=this.screenBox,r=this.viewBox,n=this.dataBox,a=this.pixelRatio,i=this.grid,o=this.line,s=this.text,l=this.objects;if(this._depthCounter=0,this.pickDirty&&(this._pickTimeout&&clearTimeout(this._pickTimeout),this.pickDirty=!1,this._pickTimeout=setTimeout(this._drawPick,this.pickDelay)),this.dirty){if(this.dirty=!1,t.bindFramebuffer(t.FRAMEBUFFER,null),t.enable(t.SCISSOR_TEST),t.disable(t.DEPTH_TEST),t.depthFunc(t.LESS),t.depthMask(!1),t.enable(t.BLEND),t.blendEquation(t.FUNC_ADD,t.FUNC_ADD),t.blendFunc(t.ONE,t.ONE_MINUS_SRC_ALPHA),this.borderColor){t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]);var c=this.borderColor;t.clearColor(c[0]*c[3],c[1]*c[3],c[2]*c[3],c[3]),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT)}t.scissor(r[0],r[1],r[2]-r[0],r[3]-r[1]),t.viewport(r[0],r[1],r[2]-r[0],r[3]-r[1]);var u=this.backgroundColor;t.clearColor(u[0]*u[3],u[1]*u[3],u[2]*u[3],u[3]),t.clear(t.COLOR_BUFFER_BIT),i.draw();var h=this.zeroLineEnable,f=this.zeroLineColor,p=this.zeroLineWidth;if(h[0]||h[1]){o.bind();for(var d=0;d<2;++d)if(h[d]&&n[d]<=0&&n[d+2]>=0){var g=e[d]-n[d]*(e[d+2]-e[d])/(n[d+2]-n[d]);0===d?o.drawLine(g,e[1],g,e[3],p[d],f[d]):o.drawLine(e[0],g,e[2],g,p[d],f[d])}}for(d=0;d<l.length;++d)l[d].draw();t.viewport(e[0],e[1],e[2]-e[0],e[3]-e[1]),t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]),this.grid.drawTickMarks(),o.bind();var m=this.borderLineEnable,v=this.borderLineWidth,y=this.borderLineColor;for(m[1]&&o.drawLine(r[0],r[1]-.5*v[1]*a,r[0],r[3]+.5*v[3]*a,v[1],y[1]),m[0]&&o.drawLine(r[0]-.5*v[0]*a,r[1],r[2]+.5*v[2]*a,r[1],v[0],y[0]),m[3]&&o.drawLine(r[2],r[1]-.5*v[1]*a,r[2],r[3]+.5*v[3]*a,v[3],y[3]),m[2]&&o.drawLine(r[0]-.5*v[0]*a,r[3],r[2]+.5*v[2]*a,r[3],v[2],y[2]),s.bind(),d=0;d<2;++d)s.drawTicks(d);this.titleEnable&&s.drawTitle();var x=this.overlays;for(d=0;d<x.length;++d)x[d].draw();t.disable(t.SCISSOR_TEST),t.disable(t.BLEND),t.depthMask(!0)}},c.drawPick=function(){if(!this.static){var t=this.pickBuffer;this.gl,this._pickTimeout=null,t.begin();for(var e=1,r=this.objects,n=0;n<r.length;++n)e=r[n].drawPick(e);t.end()}},c.pick=function(t,e){if(!this.static){var r=this.pixelRatio,n=this.pickPixelRatio,a=this.viewBox,i=0|Math.round((t-a[0]/r)*n),o=0|Math.round((e-a[1]/r)*n),s=this.pickBuffer.query(i,o,this.pickRadius);if(!s)return null;for(var l=s.id+(s.value[0]<<8)+(s.value[1]<<16)+(s.value[2]<<24),c=this.objects,u=0;u<c.length;++u){var h=c[u].pick(i,o,l);if(h)return h}return null}},c.setScreenBox=function(t){var e=this.screenBox,r=this.pixelRatio;e[0]=0|Math.round(t[0]*r),e[1]=0|Math.round(t[1]*r),e[2]=0|Math.round(t[2]*r),e[3]=0|Math.round(t[3]*r),this.setDirty()},c.setDataBox=function(t){var e=this.dataBox;(e[0]!==t[0]||e[1]!==t[1]||e[2]!==t[2]||e[3]!==t[3])&&(e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],this.setDirty())},c.setViewBox=function(t){var e=this.pixelRatio,r=this.viewBox;r[0]=0|Math.round(t[0]*e),r[1]=0|Math.round(t[1]*e),r[2]=0|Math.round(t[2]*e),r[3]=0|Math.round(t[3]*e);var n=this.pickPixelRatio;this.pickBuffer.shape=[0|Math.round((t[2]-t[0])*n),0|Math.round((t[3]-t[1])*n)],this.setDirty()},c.update=function(t){t=t||{};var e=this.gl;this.pixelRatio=t.pixelRatio||1;var r=this.pixelRatio;this.pickPixelRatio=Math.max(r,1),this.setScreenBox(t.screenBox||[0,0,e.drawingBufferWidth/r,e.drawingBufferHeight/r]);this.screenBox;this.setViewBox(t.viewBox||[.125*(this.screenBox[2]-this.screenBox[0])/r,.125*(this.screenBox[3]-this.screenBox[1])/r,.875*(this.screenBox[2]-this.screenBox[0])/r,.875*(this.screenBox[3]-this.screenBox[1])/r]);var n=this.viewBox,a=(n[2]-n[0])/(n[3]-n[1]);this.setDataBox(t.dataBox||[-10,-10/a,10,10/a]),this.borderColor=!1!==t.borderColor&&(t.borderColor||[0,0,0,0]).slice(),this.backgroundColor=(t.backgroundColor||[0,0,0,0]).slice(),this.gridLineEnable=(t.gridLineEnable||[!0,!0]).slice(),this.gridLineWidth=(t.gridLineWidth||[1,1]).slice(),this.gridLineColor=u(t.gridLineColor||[[.5,.5,.5,1],[.5,.5,.5,1]]),this.zeroLineEnable=(t.zeroLineEnable||[!0,!0]).slice(),this.zeroLineWidth=(t.zeroLineWidth||[4,4]).slice(),this.zeroLineColor=u(t.zeroLineColor||[[0,0,0,1],[0,0,0,1]]),this.tickMarkLength=(t.tickMarkLength||[0,0,0,0]).slice(),this.tickMarkWidth=(t.tickMarkWidth||[0,0,0,0]).slice(),this.tickMarkColor=u(t.tickMarkColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.titleCenter=(t.titleCenter||[.5*(n[0]+n[2])/r,(n[3]+120)/r]).slice(),this.titleEnable=!(\"titleEnable\"in t)||!!t.titleEnable,this.titleAngle=t.titleAngle||0,this.titleColor=(t.titleColor||[0,0,0,1]).slice(),this.labelPad=(t.labelPad||[15,15,15,15]).slice(),this.labelAngle=(t.labelAngle||[0,Math.PI/2,0,3*Math.PI/2]).slice(),this.labelEnable=(t.labelEnable||[!0,!0,!0,!0]).slice(),this.labelColor=u(t.labelColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.tickPad=(t.tickPad||[15,15,15,15]).slice(),this.tickAngle=(t.tickAngle||[0,0,0,0]).slice(),this.tickEnable=(t.tickEnable||[!0,!0,!0,!0]).slice(),this.tickColor=u(t.tickColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.borderLineEnable=(t.borderLineEnable||[!0,!0,!0,!0]).slice(),this.borderLineWidth=(t.borderLineWidth||[2,2,2,2]).slice(),this.borderLineColor=u(t.borderLineColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]);var i=t.ticks||[[],[]],o=this._tickBounds;o[0]=o[1]=1/0,o[2]=o[3]=-1/0;for(var s=0;s<2;++s){var l=i[s].slice(0);0!==l.length&&(l.sort(h),o[s]=Math.min(o[s],l[0].x),o[s+2]=Math.max(o[s+2],l[l.length-1].x))}this.grid.update({bounds:o,ticks:i}),this.text.update({bounds:o,ticks:i,labels:t.labels||[\"x\",\"y\"],labelSize:t.labelSize||[12,12],labelFont:t.labelFont||[\"sans-serif\",\"sans-serif\"],title:t.title||\"\",titleSize:t.titleSize||18,titleFont:t.titleFont||\"sans-serif\"}),this.static=!!t.static,this.setDirty()},c.dispose=function(){this.box.dispose(),this.grid.dispose(),this.text.dispose(),this.line.dispose();for(var t=this.objects.length-1;t>=0;--t)this.objects[t].dispose();this.objects.length=0;for(t=this.overlays.length-1;t>=0;--t)this.overlays[t].dispose();this.overlays.length=0,this.gl=null},c.addObject=function(t){this.objects.indexOf(t)<0&&(this.objects.push(t),this.setDirty())},c.removeObject=function(t){for(var e=this.objects,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setDirty();break}},c.addOverlay=function(t){this.overlays.indexOf(t)<0&&(this.overlays.push(t),this.setOverlayDirty())},c.removeOverlay=function(t){for(var e=this.overlays,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setOverlayDirty();break}}},{\"./lib/box\":292,\"./lib/grid\":293,\"./lib/line\":294,\"./lib/text\":296,\"gl-select-static\":310}],298:[function(t,e,r){\"use strict\";e.exports=function(t,e){t=t||document.body,e=e||{};var r=[.01,1/0];\"distanceLimits\"in e&&(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]);\"zoomMin\"in e&&(r[0]=e.zoomMin);\"zoomMax\"in e&&(r[1]=e.zoomMax);var c=a({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||\"orbit\",distanceLimits:r}),u=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],h=0,f=t.clientWidth,p=t.clientHeight,d={keyBindingMode:\"rotate\",enableWheel:!0,view:c,element:t,delay:e.delay||16,rotateSpeed:e.rotateSpeed||1,zoomSpeed:e.zoomSpeed||1,translateSpeed:e.translateSpeed||1,flipX:!!e.flipX,flipY:!!e.flipY,modes:c.modes,_ortho:e._ortho||e.projection&&\"orthographic\"===e.projection.type||!1,tick:function(){var e=n(),r=this.delay,a=e-2*r;c.idle(e-r),c.recalcMatrix(a),c.flush(e-(100+2*r));for(var i=!0,o=c.computedMatrix,s=0;s<16;++s)i=i&&u[s]===o[s],u[s]=o[s];var l=t.clientWidth===f&&t.clientHeight===p;return f=t.clientWidth,p=t.clientHeight,i?!l:(h=Math.exp(c.computedRadius[0]),!0)},lookAt:function(t,e,r){c.lookAt(c.lastT(),t,e,r)},rotate:function(t,e,r){c.rotate(c.lastT(),t,e,r)},pan:function(t,e,r){c.pan(c.lastT(),t,e,r)},translate:function(t,e,r){c.translate(c.lastT(),t,e,r)}};return Object.defineProperties(d,{matrix:{get:function(){return c.computedMatrix},set:function(t){return c.setMatrix(c.lastT(),t),c.computedMatrix},enumerable:!0},mode:{get:function(){return c.getMode()},set:function(t){var e=c.computedUp.slice(),r=c.computedEye.slice(),a=c.computedCenter.slice();if(c.setMode(t),\"turntable\"===t){var i=n();c._active.lookAt(i,r,a,e),c._active.lookAt(i+500,r,a,[0,0,1]),c._active.flush(i)}return c.getMode()},enumerable:!0},center:{get:function(){return c.computedCenter},set:function(t){return c.lookAt(c.lastT(),null,t),c.computedCenter},enumerable:!0},eye:{get:function(){return c.computedEye},set:function(t){return c.lookAt(c.lastT(),t),c.computedEye},enumerable:!0},up:{get:function(){return c.computedUp},set:function(t){return c.lookAt(c.lastT(),null,null,t),c.computedUp},enumerable:!0},distance:{get:function(){return h},set:function(t){return c.setDistance(c.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return c.getDistanceLimits(r)},set:function(t){return c.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener(\"contextmenu\",(function(t){return t.preventDefault(),!1})),d._lastX=-1,d._lastY=-1,d._lastMods={shift:!1,control:!1,alt:!1,meta:!1},d.enableMouseListeners=function(){function e(e,r,a,i){var o=d.keyBindingMode;if(!1!==o){var s=\"rotate\"===o,l=\"pan\"===o,u=\"zoom\"===o,f=!!i.control,p=!!i.alt,g=!!i.shift,m=!!(1&e),v=!!(2&e),y=!!(4&e),x=1/t.clientHeight,b=x*(r-d._lastX),_=x*(a-d._lastY),w=d.flipX?1:-1,T=d.flipY?1:-1,k=Math.PI*d.rotateSpeed,M=n();if(-1!==d._lastX&&-1!==d._lastY&&((s&&m&&!f&&!p&&!g||m&&!f&&!p&&g)&&c.rotate(M,w*k*b,-T*k*_,0),(l&&m&&!f&&!p&&!g||v||m&&f&&!p&&!g)&&c.pan(M,-d.translateSpeed*b*h,d.translateSpeed*_*h,0),u&&m&&!f&&!p&&!g||y||m&&!f&&p&&!g)){var A=-d.zoomSpeed*_/window.innerHeight*(M-c.lastT())*100;c.pan(M,0,0,h*(Math.exp(A)-1))}return d._lastX=r,d._lastY=a,d._lastMods=i,!0}}d.mouseListener=i(t,e),t.addEventListener(\"touchstart\",(function(r){var n=s(r.changedTouches[0],t);e(0,n[0],n[1],d._lastMods),e(1,n[0],n[1],d._lastMods),r.preventDefault()}),!!l&&{passive:!1}),t.addEventListener(\"touchmove\",(function(r){var n=s(r.changedTouches[0],t);e(1,n[0],n[1],d._lastMods),r.preventDefault()}),!!l&&{passive:!1}),t.addEventListener(\"touchend\",(function(t){e(0,d._lastX,d._lastY,d._lastMods),t.preventDefault()}),!!l&&{passive:!1}),d.wheelListener=o(t,(function(t,e){if(!1!==d.keyBindingMode&&d.enableWheel){var r=d.flipX?1:-1,a=d.flipY?1:-1,i=n();if(Math.abs(t)>Math.abs(e))c.rotate(i,0,0,-t*r*Math.PI*d.rotateSpeed/window.innerWidth);else if(!d._ortho){var o=-d.zoomSpeed*a*e/window.innerHeight*(i-c.lastT())/20;c.pan(i,0,0,h*(Math.exp(o)-1))}}}),!0)},d.enableMouseListeners(),d};var n=t(\"right-now\"),a=t(\"3d-view\"),i=t(\"mouse-change\"),o=t(\"mouse-wheel\"),s=t(\"mouse-event-offset\"),l=t(\"has-passive-events\")},{\"3d-view\":54,\"has-passive-events\":414,\"mouse-change\":440,\"mouse-event-offset\":441,\"mouse-wheel\":443,\"right-now\":501}],299:[function(t,e,r){var n=t(\"glslify\"),a=t(\"gl-shader\"),i=n([\"precision mediump float;\\n#define GLSLIFY 1\\nattribute vec2 position;\\nvarying vec2 uv;\\nvoid main() {\\n  uv = position;\\n  gl_Position = vec4(position, 0, 1);\\n}\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D accumBuffer;\\nvarying vec2 uv;\\n\\nvoid main() {\\n  vec4 accum = texture2D(accumBuffer, 0.5 * (uv + 1.0));\\n  gl_FragColor = min(vec4(1,1,1,1), accum);\\n}\"]);e.exports=function(t){return a(t,i,o,null,[{name:\"position\",type:\"vec2\"}])}},{\"gl-shader\":311,glslify:412}],300:[function(t,e,r){\"use strict\";var n=t(\"./camera.js\"),a=t(\"gl-axes3d\"),i=t(\"gl-axes3d/properties\"),o=t(\"gl-spikes3d\"),s=t(\"gl-select-static\"),l=t(\"gl-fbo\"),c=t(\"a-big-triangle\"),u=t(\"mouse-change\"),h=t(\"gl-mat4/perspective\"),f=t(\"gl-mat4/ortho\"),p=t(\"./lib/shader\"),d=t(\"is-mobile\")({tablet:!0,featureDetect:!0});function g(){this.mouse=[-1,-1],this.screen=null,this.distance=1/0,this.index=null,this.dataCoordinate=null,this.dataPosition=null,this.object=null,this.data=null}function m(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(e<0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}if(e>0){r=Math.round(Math.pow(10,e));return Math.ceil(t/r)*r}return Math.ceil(t)}function v(t){return\"boolean\"!=typeof t||t}e.exports={createScene:function(t){(t=t||{}).camera=t.camera||{};var e=t.canvas;if(!e){if(e=document.createElement(\"canvas\"),t.container)t.container.appendChild(e);else document.body.appendChild(e)}var r=t.gl;r||(t.glOptions&&(d=!!t.glOptions.preserveDrawingBuffer),r=function(t,e){var r=null;try{(r=t.getContext(\"webgl\",e))||(r=t.getContext(\"experimental-webgl\",e))}catch(t){return null}return r}(e,t.glOptions||{premultipliedAlpha:!0,antialias:!0,preserveDrawingBuffer:d}));if(!r)throw new Error(\"webgl not supported\");var y=t.bounds||[[-10,-10,-10],[10,10,10]],x=new g,b=l(r,r.drawingBufferWidth,r.drawingBufferHeight,{preferFloat:!d}),_=p(r),w=t.cameraObject&&!0===t.cameraObject._ortho||t.camera.projection&&\"orthographic\"===t.camera.projection.type||!1,T={eye:t.camera.eye||[2,0,0],center:t.camera.center||[0,0,0],up:t.camera.up||[0,1,0],zoomMin:t.camera.zoomMax||.1,zoomMax:t.camera.zoomMin||100,mode:t.camera.mode||\"turntable\",_ortho:w},k=t.axes||{},M=a(r,k);M.enable=!k.disable;var A=t.spikes||{},S=o(r,A),E=[],C=[],L=[],P=[],I=!0,z=!0,O=new Array(16),D=new Array(16),R={view:null,projection:O,model:D,_ortho:!1},F=(z=!0,[r.drawingBufferWidth,r.drawingBufferHeight]),B=t.cameraObject||n(e,T),N={gl:r,contextLost:!1,pixelRatio:t.pixelRatio||1,canvas:e,selection:x,camera:B,axes:M,axesPixels:null,spikes:S,bounds:y,objects:E,shape:F,aspect:t.aspectRatio||[1,1,1],pickRadius:t.pickRadius||10,zNear:t.zNear||.01,zFar:t.zFar||1e3,fovy:t.fovy||Math.PI/4,clearColor:t.clearColor||[0,0,0,0],autoResize:v(t.autoResize),autoBounds:v(t.autoBounds),autoScale:!!t.autoScale,autoCenter:v(t.autoCenter),clipToBounds:v(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:R,oncontextloss:null,mouseListener:null,_stopped:!1,getAspectratio:function(){return{x:this.aspect[0],y:this.aspect[1],z:this.aspect[2]}},setAspectratio:function(t){this.aspect[0]=t.x,this.aspect[1]=t.y,this.aspect[2]=t.z,z=!0},setBounds:function(t,e){this.bounds[0][t]=e.min,this.bounds[1][t]=e.max},setClearColor:function(t){this.clearColor=t},clearRGBA:function(){this.gl.clearColor(this.clearColor[0],this.clearColor[1],this.clearColor[2],this.clearColor[3]),this.gl.clear(this.gl.COLOR_BUFFER_BIT|this.gl.DEPTH_BUFFER_BIT)}},j=[r.drawingBufferWidth/N.pixelRatio|0,r.drawingBufferHeight/N.pixelRatio|0];function U(){if(!N._stopped&&N.autoResize){var t=e.parentNode,r=1,n=1;t&&t!==document.body?(r=t.clientWidth,n=t.clientHeight):(r=window.innerWidth,n=window.innerHeight);var a=0|Math.ceil(r*N.pixelRatio),i=0|Math.ceil(n*N.pixelRatio);if(a!==e.width||i!==e.height){e.width=a,e.height=i;var o=e.style;o.position=o.position||\"absolute\",o.left=\"0px\",o.top=\"0px\",o.width=r+\"px\",o.height=n+\"px\",I=!0}}}N.autoResize&&U();function V(){for(var t=E.length,e=P.length,n=0;n<e;++n)L[n]=0;t:for(n=0;n<t;++n){var a=E[n],i=a.pickSlots;if(i){for(var o=0;o<e;++o)if(L[o]+i<255){C[n]=o,a.setPickBase(L[o]+1),L[o]+=i;continue t}var l=s(r,F);C[n]=e,P.push(l),L.push(i),a.setPickBase(1),e+=1}else C[n]=-1}for(;e>0&&0===L[e-1];)L.pop(),P.pop().dispose()}function q(){if(N.contextLost)return!0;r.isContextLost()&&(N.contextLost=!0,N.mouseListener.enabled=!1,N.selection.object=null,N.oncontextloss&&N.oncontextloss())}window.addEventListener(\"resize\",U),N.update=function(t){N._stopped||(t=t||{},I=!0,z=!0)},N.add=function(t){N._stopped||(t.axes=M,E.push(t),C.push(-1),I=!0,z=!0,V())},N.remove=function(t){if(!N._stopped){var e=E.indexOf(t);e<0||(E.splice(e,1),C.pop(),I=!0,z=!0,V())}},N.dispose=function(){if(!N._stopped&&(N._stopped=!0,window.removeEventListener(\"resize\",U),e.removeEventListener(\"webglcontextlost\",q),N.mouseListener.enabled=!1,!N.contextLost)){M.dispose(),S.dispose();for(var t=0;t<E.length;++t)E[t].dispose();b.dispose();for(t=0;t<P.length;++t)P[t].dispose();_.dispose(),r=null,M=null,S=null,E=[]}},N._mouseRotating=!1,N._prevButtons=0,N.enableMouseListeners=function(){N.mouseListener=u(e,(function(t,e,r){if(!N._stopped){var n=P.length,a=E.length,i=x.object;x.distance=1/0,x.mouse[0]=e,x.mouse[1]=r,x.object=null,x.screen=null,x.dataCoordinate=x.dataPosition=null;var o=!1;if(t&&N._prevButtons)N._mouseRotating=!0;else{N._mouseRotating&&(z=!0),N._mouseRotating=!1;for(var s=0;s<n;++s){var l=P[s].query(e,j[1]-r-1,N.pickRadius);if(l){if(l.distance>x.distance)continue;for(var c=0;c<a;++c){var u=E[c];if(C[c]===s){var h=u.pick(l);h&&(x.buttons=t,x.screen=l.coord,x.distance=l.distance,x.object=u,x.index=h.distance,x.dataPosition=h.position,x.dataCoordinate=h.dataCoordinate,x.data=h,o=!0)}}}}}i&&i!==x.object&&(i.highlight&&i.highlight(null),I=!0),x.object&&(x.object.highlight&&x.object.highlight(x.data),I=!0),(o=o||x.object!==i)&&N.onselect&&N.onselect(x),1&t&&!(1&N._prevButtons)&&N.onclick&&N.onclick(x),N._prevButtons=t}}))},e.addEventListener(\"webglcontextlost\",q);var H=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],G=[H[0].slice(),H[1].slice()];function Y(){if(!q()){U();var t=N.camera.tick();R.view=N.camera.matrix,I=I||t,z=z||t,M.pixelRatio=N.pixelRatio,S.pixelRatio=N.pixelRatio;var e=E.length,n=H[0],a=H[1];n[0]=n[1]=n[2]=1/0,a[0]=a[1]=a[2]=-1/0;for(var o=0;o<e;++o){(L=E[o]).pixelRatio=N.pixelRatio,L.axes=N.axes,I=I||!!L.dirty,z=z||!!L.dirty;var s=L.bounds;if(s)for(var l=s[0],u=s[1],p=0;p<3;++p)n[p]=Math.min(n[p],l[p]),a[p]=Math.max(a[p],u[p])}var d=N.bounds;if(N.autoBounds)for(p=0;p<3;++p){if(a[p]<n[p])n[p]=-1,a[p]=1;else{n[p]===a[p]&&(n[p]-=1,a[p]+=1);var g=.05*(a[p]-n[p]);n[p]=n[p]-g,a[p]=a[p]+g}d[0][p]=n[p],d[1][p]=a[p]}var v=!1;for(p=0;p<3;++p)v=v||G[0][p]!==d[0][p]||G[1][p]!==d[1][p],G[0][p]=d[0][p],G[1][p]=d[1][p];if(z=z||v,I=I||v){if(v){var y=[0,0,0];for(o=0;o<3;++o)y[o]=m((d[1][o]-d[0][o])/10);M.autoTicks?M.update({bounds:d,tickSpacing:y}):M.update({bounds:d})}var T=r.drawingBufferWidth,k=r.drawingBufferHeight;F[0]=T,F[1]=k,j[0]=0|Math.max(T/N.pixelRatio,1),j[1]=0|Math.max(k/N.pixelRatio,1),function(t,e){var r=t.bounds,n=t.cameraParams,a=n.projection,i=n.model,o=t.gl.drawingBufferWidth,s=t.gl.drawingBufferHeight,l=t.zNear,c=t.zFar,u=t.fovy,p=o/s;e?(f(a,-p,p,-1,1,l,c),n._ortho=!0):(h(a,u,p,l,c),n._ortho=!1);for(var d=0;d<16;++d)i[d]=0;i[15]=1;var g=0;for(d=0;d<3;++d)g=Math.max(g,r[1][d]-r[0][d]);for(d=0;d<3;++d)t.autoScale?i[5*d]=t.aspect[d]/(r[1][d]-r[0][d]):i[5*d]=1/g,t.autoCenter&&(i[12+d]=.5*-i[5*d]*(r[0][d]+r[1][d]))}(N,w);for(o=0;o<e;++o){(L=E[o]).axesBounds=d,N.clipToBounds&&(L.clipBounds=d)}x.object&&(N.snapToData?S.position=x.dataCoordinate:S.position=x.dataPosition,S.bounds=d),z&&(z=!1,function(){if(!q()){r.colorMask(!0,!0,!0,!0),r.depthMask(!0),r.disable(r.BLEND),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL);for(var t=E.length,e=P.length,n=0;n<e;++n){var a=P[n];a.shape=j,a.begin();for(var i=0;i<t;++i)if(C[i]===n){var o=E[i];o.drawPick&&(o.pixelRatio=1,o.drawPick(R))}a.end()}}}()),N.axesPixels=i(N.axes,R,T,k),N.onrender&&N.onrender(),r.bindFramebuffer(r.FRAMEBUFFER,null),r.viewport(0,0,T,k),N.clearRGBA(),r.depthMask(!0),r.colorMask(!0,!0,!0,!0),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL),r.disable(r.BLEND),r.disable(r.CULL_FACE);var A=!1;M.enable&&(A=A||M.isTransparent(),M.draw(R)),S.axes=M,x.object&&S.draw(R),r.disable(r.CULL_FACE);for(o=0;o<e;++o){(L=E[o]).axes=M,L.pixelRatio=N.pixelRatio,L.isOpaque&&L.isOpaque()&&L.draw(R),L.isTransparent&&L.isTransparent()&&(A=!0)}if(A){b.shape=F,b.bind(),r.clear(r.DEPTH_BUFFER_BIT),r.colorMask(!1,!1,!1,!1),r.depthMask(!0),r.depthFunc(r.LESS),M.enable&&M.isTransparent()&&M.drawTransparent(R);for(o=0;o<e;++o){(L=E[o]).isOpaque&&L.isOpaque()&&L.draw(R)}r.enable(r.BLEND),r.blendEquation(r.FUNC_ADD),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.colorMask(!0,!0,!0,!0),r.depthMask(!1),r.clearColor(0,0,0,0),r.clear(r.COLOR_BUFFER_BIT),M.isTransparent()&&M.drawTransparent(R);for(o=0;o<e;++o){var L;(L=E[o]).isTransparent&&L.isTransparent()&&L.drawTransparent(R)}r.bindFramebuffer(r.FRAMEBUFFER,null),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.disable(r.DEPTH_TEST),_.bind(),b.color[0].bind(0),_.uniforms.accumBuffer=0,c(r),r.disable(r.BLEND)}I=!1;for(o=0;o<e;++o)E[o].dirty=!1}}}return N.enableMouseListeners(),function t(){if(N._stopped||N.contextLost)return;Y(),requestAnimationFrame(t)}(),N.redraw=function(){N._stopped||(I=!0,Y())},N},createCamera:n}},{\"./camera.js\":298,\"./lib/shader\":299,\"a-big-triangle\":62,\"gl-axes3d\":246,\"gl-axes3d/properties\":253,\"gl-fbo\":262,\"gl-mat4/ortho\":279,\"gl-mat4/perspective\":280,\"gl-select-static\":310,\"gl-spikes3d\":320,\"is-mobile\":424,\"mouse-change\":440}],301:[function(t,e,r){var n=t(\"glslify\");r.pointVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform float pointCloud;\\n\\nhighp float rand(vec2 co) {\\n  highp float a = 12.9898;\\n  highp float b = 78.233;\\n  highp float c = 43758.5453;\\n  highp float d = dot(co.xy, vec2(a, b));\\n  highp float e = mod(d, 3.14);\\n  return fract(sin(e) * c);\\n}\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n    // if we don't jitter the point size a bit, overall point cloud\\n    // saturation 'jumps' on zooming, which is disturbing and confusing\\n  gl_PointSize = pointSize * ((19.5 + rand(position)) / 20.0);\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    // get the same square surface as circle would be\\n    gl_PointSize *= 0.886;\\n  }\\n}\"]),r.pointFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color, borderColor;\\nuniform float centerFraction;\\nuniform float pointCloud;\\n\\nvoid main() {\\n  float radius;\\n  vec4 baseColor;\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    if(centerFraction == 1.0) {\\n      gl_FragColor = color;\\n    } else {\\n      gl_FragColor = mix(borderColor, color, centerFraction);\\n    }\\n  } else {\\n    radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n    if(radius > 1.0) {\\n      discard;\\n    }\\n    baseColor = mix(borderColor, color, step(radius, centerFraction));\\n    gl_FragColor = vec4(baseColor.rgb * baseColor.a, baseColor.a);\\n  }\\n}\\n\"]),r.pickVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform vec4 pickOffset;\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n  gl_PointSize = pointSize;\\n\\n  vec4 id = pickId + pickOffset;\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  fragId = id;\\n}\\n\"]),r.pickFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  float radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n  if(radius > 1.0) {\\n    discard;\\n  }\\n  gl_FragColor = fragId / 255.0;\\n}\\n\"])},{glslify:412}],302:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),a=t(\"gl-buffer\"),i=t(\"typedarray-pool\"),o=t(\"./lib/shader\");function s(t,e,r,n,a){this.plot=t,this.offsetBuffer=e,this.pickBuffer=r,this.shader=n,this.pickShader=a,this.sizeMin=.5,this.sizeMinCap=2,this.sizeMax=20,this.areaRatio=1,this.pointCount=0,this.color=[1,0,0,1],this.borderColor=[0,0,0,1],this.blend=!1,this.pickOffset=0,this.points=null}e.exports=function(t,e){var r=t.gl,i=a(r),l=a(r),c=n(r,o.pointVertex,o.pointFragment),u=n(r,o.pickVertex,o.pickFragment),h=new s(t,i,l,c,u);return h.update(e),t.addObject(h),h};var l,c,u=s.prototype;u.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.offsetBuffer.dispose(),this.pickBuffer.dispose(),this.plot.removeObject(this)},u.update=function(t){var e;function r(e,r){return e in t?t[e]:r}t=t||{},this.sizeMin=r(\"sizeMin\",.5),this.sizeMax=r(\"sizeMax\",20),this.color=r(\"color\",[1,0,0,1]).slice(),this.areaRatio=r(\"areaRatio\",1),this.borderColor=r(\"borderColor\",[0,0,0,1]).slice(),this.blend=r(\"blend\",!1);var n=t.positions.length>>>1,a=t.positions instanceof Float32Array,o=t.idToIndex instanceof Int32Array&&t.idToIndex.length>=n,s=t.positions,l=a?s:i.mallocFloat32(s.length),c=o?t.idToIndex:i.mallocInt32(n);if(a||l.set(s),!o)for(l.set(s),e=0;e<n;e++)c[e]=e;this.points=s,this.offsetBuffer.update(l),this.pickBuffer.update(c),a||i.free(l),o||i.free(c),this.pointCount=n,this.pickOffset=0},u.unifiedDraw=(l=[1,0,0,0,1,0,0,0,1],c=[0,0,0,0],function(t){var e=void 0!==t,r=e?this.pickShader:this.shader,n=this.plot.gl,a=this.plot.dataBox;if(0===this.pointCount)return t;var i=a[2]-a[0],o=a[3]-a[1],s=function(t,e){var r,n=0,a=t.length>>>1;for(r=0;r<a;r++){var i=t[2*r],o=t[2*r+1];i>=e[0]&&i<=e[2]&&o>=e[1]&&o<=e[3]&&n++}return n}(this.points,a),u=this.plot.pickPixelRatio*Math.max(Math.min(this.sizeMinCap,this.sizeMin),Math.min(this.sizeMax,this.sizeMax/Math.pow(s,.33333)));l[0]=2/i,l[4]=2/o,l[6]=-2*a[0]/i-1,l[7]=-2*a[1]/o-1,this.offsetBuffer.bind(),r.bind(),r.attributes.position.pointer(),r.uniforms.matrix=l,r.uniforms.color=this.color,r.uniforms.borderColor=this.borderColor,r.uniforms.pointCloud=u<5,r.uniforms.pointSize=u,r.uniforms.centerFraction=Math.min(1,Math.max(0,Math.sqrt(1-this.areaRatio))),e&&(c[0]=255&t,c[1]=t>>8&255,c[2]=t>>16&255,c[3]=t>>24&255,this.pickBuffer.bind(),r.attributes.pickId.pointer(n.UNSIGNED_BYTE),r.uniforms.pickOffset=c,this.pickOffset=t);var h=n.getParameter(n.BLEND),f=n.getParameter(n.DITHER);return h&&!this.blend&&n.disable(n.BLEND),f&&n.disable(n.DITHER),n.drawArrays(n.POINTS,0,this.pointCount),h&&!this.blend&&n.enable(n.BLEND),f&&n.enable(n.DITHER),t+this.pointCount}),u.draw=u.unifiedDraw,u.drawPick=u.unifiedDraw,u.pick=function(t,e,r){var n=this.pickOffset,a=this.pointCount;if(r<n||r>=n+a)return null;var i=r-n,o=this.points;return{object:this,pointId:i,dataCoord:[o[2*i],o[2*i+1]]}}},{\"./lib/shader\":301,\"gl-buffer\":254,\"gl-shader\":311,\"typedarray-pool\":554}],303:[function(t,e,r){e.exports=function(t,e,r,n){var a,i,o,s,l,c=e[0],u=e[1],h=e[2],f=e[3],p=r[0],d=r[1],g=r[2],m=r[3];(i=c*p+u*d+h*g+f*m)<0&&(i=-i,p=-p,d=-d,g=-g,m=-m);1-i>1e-6?(a=Math.acos(i),o=Math.sin(a),s=Math.sin((1-n)*a)/o,l=Math.sin(n*a)/o):(s=1-n,l=n);return t[0]=s*c+l*p,t[1]=s*u+l*d,t[2]=s*h+l*g,t[3]=s*f+l*m,t}},{}],304:[function(t,e,r){\"use strict\";e.exports=function(t){return t||0===t?t.toString():\"\"}},{}],305:[function(t,e,r){\"use strict\";var n=t(\"vectorize-text\");e.exports=function(t,e,r){var i=a[e];i||(i=a[e]={});if(t in i)return i[t];var o={textAlign:\"center\",textBaseline:\"middle\",lineHeight:1,font:e,lineSpacing:1.25,styletags:{breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},triangles:!0},s=n(t,o);o.triangles=!1;var l,c,u=n(t,o);if(r&&1!==r){for(l=0;l<s.positions.length;++l)for(c=0;c<s.positions[l].length;++c)s.positions[l][c]/=r;for(l=0;l<u.positions.length;++l)for(c=0;c<u.positions[l].length;++c)u.positions[l][c]/=r}var h=[[1/0,1/0],[-1/0,-1/0]],f=u.positions.length;for(l=0;l<f;++l){var p=u.positions[l];for(c=0;c<2;++c)h[0][c]=Math.min(h[0][c],p[c]),h[1][c]=Math.max(h[1][c],p[c])}return i[t]=[s,u,h]};var a={}},{\"vectorize-text\":559}],306:[function(t,e,r){var n=t(\"gl-shader\"),a=t(\"glslify\"),i=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform vec4 highlightId;\\nuniform float highlightScale;\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = 1.0;\\n    if(distance(highlightId, id) < 0.0001) {\\n      scale = highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1);\\n    vec4 viewPosition = view * worldPosition;\\n    viewPosition = viewPosition / viewPosition.w;\\n    vec4 clipPosition = projection * (viewPosition + scale * vec4(glyph.x, -glyph.y, 0, 0));\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),o=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float highlightScale, pixelRatio;\\nuniform vec4 highlightId;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = pixelRatio;\\n    if(distance(highlightId.bgr, id.bgr) < 0.001) {\\n      scale *= highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1.0);\\n    vec4 viewPosition = view * worldPosition;\\n    vec4 clipPosition = projection * viewPosition;\\n    clipPosition /= clipPosition.w;\\n\\n    gl_Position = clipPosition + vec4(screenSize * scale * vec2(glyph.x, -glyph.y), 0.0, 0.0);\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),s=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform float highlightScale;\\nuniform vec4 highlightId;\\nuniform vec3 axes[2];\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float scale, pixelRatio;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float lscale = pixelRatio * scale;\\n    if(distance(highlightId, id) < 0.0001) {\\n      lscale *= highlightScale;\\n    }\\n\\n    vec4 clipCenter   = projection * view * model * vec4(position, 1);\\n    vec3 dataPosition = position + 0.5*lscale*(axes[0] * glyph.x + axes[1] * glyph.y) * clipCenter.w * screenSize.y;\\n    vec4 clipPosition = projection * view * model * vec4(dataPosition, 1);\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = dataPosition;\\n  }\\n}\\n\"]),l=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float opacity;\\n\\nvarying vec4 interpColor;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (\\n    outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate) ||\\n    interpColor.a * opacity == 0.\\n  ) discard;\\n  gl_FragColor = interpColor * opacity;\\n}\\n\"]),c=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float pickGroup;\\n\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate)) discard;\\n\\n  gl_FragColor = vec4(pickGroup, pickId.bgr);\\n}\"]),u=[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"glyph\",type:\"vec2\"},{name:\"id\",type:\"vec4\"}],h={vertex:i,fragment:l,attributes:u},f={vertex:o,fragment:l,attributes:u},p={vertex:s,fragment:l,attributes:u},d={vertex:i,fragment:c,attributes:u},g={vertex:o,fragment:c,attributes:u},m={vertex:s,fragment:c,attributes:u};function v(t,e){var r=n(t,e),a=r.attributes;return a.position.location=0,a.color.location=1,a.glyph.location=2,a.id.location=3,r}r.createPerspective=function(t){return v(t,h)},r.createOrtho=function(t){return v(t,f)},r.createProject=function(t){return v(t,p)},r.createPickPerspective=function(t){return v(t,d)},r.createPickOrtho=function(t){return v(t,g)},r.createPickProject=function(t){return v(t,m)}},{\"gl-shader\":311,glslify:412}],307:[function(t,e,r){\"use strict\";var n=t(\"is-string-blank\"),a=t(\"gl-buffer\"),i=t(\"gl-vao\"),o=t(\"typedarray-pool\"),s=t(\"gl-mat4/multiply\"),l=t(\"./lib/shaders\"),c=t(\"./lib/glyphs\"),u=t(\"./lib/get-simple-string\"),h=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function f(t,e){var r=t[0],n=t[1],a=t[2],i=t[3];return t[0]=e[0]*r+e[4]*n+e[8]*a+e[12]*i,t[1]=e[1]*r+e[5]*n+e[9]*a+e[13]*i,t[2]=e[2]*r+e[6]*n+e[10]*a+e[14]*i,t[3]=e[3]*r+e[7]*n+e[11]*a+e[15]*i,t}function p(t,e,r,n){return f(n,n),f(n,n),f(n,n)}function d(t,e){this.index=t,this.dataCoordinate=this.position=e}function g(t){return!0===t||t>1?1:t}function m(t,e,r,n,a,i,o,s,l,c,u,h){this.gl=t,this.pixelRatio=1,this.shader=e,this.orthoShader=r,this.projectShader=n,this.pointBuffer=a,this.colorBuffer=i,this.glyphBuffer=o,this.idBuffer=s,this.vao=l,this.vertexCount=0,this.lineVertexCount=0,this.opacity=1,this.hasAlpha=!1,this.lineWidth=0,this.projectScale=[2/3,2/3,2/3],this.projectOpacity=[1,1,1],this.projectHasAlpha=!1,this.pickId=0,this.pickPerspectiveShader=c,this.pickOrthoShader=u,this.pickProjectShader=h,this.points=[],this._selectResult=new d(0,[0,0,0]),this.useOrtho=!0,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.axesProject=[!0,!0,!0],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.highlightId=[1,1,1,1],this.highlightScale=2,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.dirty=!0}e.exports=function(t){var e=t.gl,r=l.createPerspective(e),n=l.createOrtho(e),o=l.createProject(e),s=l.createPickPerspective(e),c=l.createPickOrtho(e),u=l.createPickProject(e),h=a(e),f=a(e),p=a(e),d=a(e),g=i(e,[{buffer:h,size:3,type:e.FLOAT},{buffer:f,size:4,type:e.FLOAT},{buffer:p,size:2,type:e.FLOAT},{buffer:d,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),v=new m(e,r,n,o,h,f,p,d,g,s,c,u);return v.update(t),v};var v=m.prototype;v.pickSlots=1,v.setPickBase=function(t){this.pickId=t},v.isTransparent=function(){if(this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&this.projectHasAlpha)return!0;return!1},v.isOpaque=function(){if(!this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&!this.projectHasAlpha)return!0;return!1};var y=[0,0],x=[0,0,0],b=[0,0,0],_=[0,0,0,1],w=[0,0,0,1],T=h.slice(),k=[0,0,0],M=[[0,0,0],[0,0,0]];function A(t){return t[0]=t[1]=t[2]=0,t}function S(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function E(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}function C(t,e,r,n){var a,i=e.axesProject,o=e.gl,l=t.uniforms,c=r.model||h,u=r.view||h,f=r.projection||h,d=e.axesBounds,g=function(t){for(var e=M,r=0;r<2;++r)for(var n=0;n<3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}(e.clipBounds);a=e.axes&&e.axes.lastCubeProps?e.axes.lastCubeProps.axis:[1,1,1],y[0]=2/o.drawingBufferWidth,y[1]=2/o.drawingBufferHeight,t.bind(),l.view=u,l.projection=f,l.screenSize=y,l.highlightId=e.highlightId,l.highlightScale=e.highlightScale,l.clipBounds=g,l.pickGroup=e.pickId/255,l.pixelRatio=n;for(var m=0;m<3;++m)if(i[m]){l.scale=e.projectScale[m],l.opacity=e.projectOpacity[m];for(var v=T,C=0;C<16;++C)v[C]=0;for(C=0;C<4;++C)v[5*C]=1;v[5*m]=0,a[m]<0?v[12+m]=d[0][m]:v[12+m]=d[1][m],s(v,c,v),l.model=v;var L=(m+1)%3,P=(m+2)%3,I=A(x),z=A(b);I[L]=1,z[P]=1;var O=p(0,0,0,S(_,I)),D=p(0,0,0,S(w,z));if(Math.abs(O[1])>Math.abs(D[1])){var R=O;O=D,D=R,R=I,I=z,z=R;var F=L;L=P,P=F}O[0]<0&&(I[L]=-1),D[1]>0&&(z[P]=-1);var B=0,N=0;for(C=0;C<4;++C)B+=Math.pow(c[4*L+C],2),N+=Math.pow(c[4*P+C],2);I[L]/=Math.sqrt(B),z[P]/=Math.sqrt(N),l.axes[0]=I,l.axes[1]=z,l.fragClipBounds[0]=E(k,g[0],m,-1e8),l.fragClipBounds[1]=E(k,g[1],m,1e8),e.vao.bind(),e.vao.draw(o.TRIANGLES,e.vertexCount),e.lineWidth>0&&(o.lineWidth(e.lineWidth*n),e.vao.draw(o.LINES,e.lineVertexCount,e.vertexCount)),e.vao.unbind()}}var L=[[-1e8,-1e8,-1e8],[1e8,1e8,1e8]];function P(t,e,r,n,a,i,o){var s=r.gl;if((i===r.projectHasAlpha||o)&&C(e,r,n,a),i===r.hasAlpha||o){t.bind();var l=t.uniforms;l.model=n.model||h,l.view=n.view||h,l.projection=n.projection||h,y[0]=2/s.drawingBufferWidth,y[1]=2/s.drawingBufferHeight,l.screenSize=y,l.highlightId=r.highlightId,l.highlightScale=r.highlightScale,l.fragClipBounds=L,l.clipBounds=r.axes.bounds,l.opacity=r.opacity,l.pickGroup=r.pickId/255,l.pixelRatio=a,r.vao.bind(),r.vao.draw(s.TRIANGLES,r.vertexCount),r.lineWidth>0&&(s.lineWidth(r.lineWidth*a),r.vao.draw(s.LINES,r.lineVertexCount,r.vertexCount)),r.vao.unbind()}}function I(t,e,r,a){var i;i=Array.isArray(t)?e<t.length?t[e]:void 0:t,i=u(i);var o=!0;n(i)&&(i=\"\\u25bc\",o=!1);var s=c(i,r,a);return{mesh:s[0],lines:s[1],bounds:s[2],visible:o}}v.draw=function(t){P(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!1,!1)},v.drawTransparent=function(t){P(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!0,!1)},v.drawPick=function(t){P(this.useOrtho?this.pickOrthoShader:this.pickPerspectiveShader,this.pickProjectShader,this,t,1,!0,!0)},v.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[2]+(t.value[1]<<8)+(t.value[0]<<16);if(e>=this.pointCount||e<0)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var a=0;a<3;++a)n.position[a]=n.dataCoordinate[a]=r[a];return n},v.highlight=function(t){if(t){var e=t.index,r=255&e,n=e>>8&255,a=e>>16&255;this.highlightId=[r/255,n/255,a/255,0]}else this.highlightId=[1,1,1,1]},v.update=function(t){if(\"perspective\"in(t=t||{})&&(this.useOrtho=!t.perspective),\"orthographic\"in t&&(this.useOrtho=!!t.orthographic),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"project\"in t)if(Array.isArray(t.project))this.axesProject=t.project;else{var e=!!t.project;this.axesProject=[e,e,e]}if(\"projectScale\"in t)if(Array.isArray(t.projectScale))this.projectScale=t.projectScale.slice();else{var r=+t.projectScale;this.projectScale=[r,r,r]}if(this.projectHasAlpha=!1,\"projectOpacity\"in t){if(Array.isArray(t.projectOpacity))this.projectOpacity=t.projectOpacity.slice();else{r=+t.projectOpacity;this.projectOpacity=[r,r,r]}for(var n=0;n<3;++n)this.projectOpacity[n]=g(this.projectOpacity[n]),this.projectOpacity[n]<1&&(this.projectHasAlpha=!0)}this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=g(t.opacity),this.opacity<1&&(this.hasAlpha=!0)),this.dirty=!0;var a,i,s=t.position,l=t.font||\"normal\",c=t.alignment||[0,0];if(2===c.length)a=c[0],i=c[1];else{a=[],i=[];for(n=0;n<c.length;++n)a[n]=c[n][0],i[n]=c[n][1]}var u=[1/0,1/0,1/0],h=[-1/0,-1/0,-1/0],f=t.glyph,p=t.color,d=t.size,m=t.angle,v=t.lineColor,y=-1,x=0,b=0,_=0;if(s.length){_=s.length;t:for(n=0;n<_;++n){for(var w=s[n],T=0;T<3;++T)if(isNaN(w[T])||!isFinite(w[T]))continue t;var k=(N=I(f,n,l,this.pixelRatio)).mesh,M=N.lines,A=N.bounds;x+=3*k.cells.length,b+=2*M.edges.length}}var S=x+b,E=o.mallocFloat(3*S),C=o.mallocFloat(4*S),L=o.mallocFloat(2*S),P=o.mallocUint32(S);if(S>0){var z=0,O=x,D=[0,0,0,1],R=[0,0,0,1],F=Array.isArray(p)&&Array.isArray(p[0]),B=Array.isArray(v)&&Array.isArray(v[0]);t:for(n=0;n<_;++n){y+=1;for(w=s[n],T=0;T<3;++T){if(isNaN(w[T])||!isFinite(w[T]))continue t;h[T]=Math.max(h[T],w[T]),u[T]=Math.min(u[T],w[T])}k=(N=I(f,n,l,this.pixelRatio)).mesh,M=N.lines,A=N.bounds;var N,j=N.visible;if(j)if(Array.isArray(p)){if(3===(U=F?n<p.length?p[n]:[0,0,0,0]:p).length){for(T=0;T<3;++T)D[T]=U[T];D[3]=1}else if(4===U.length){for(T=0;T<4;++T)D[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else D[0]=D[1]=D[2]=0,D[3]=1;else D=[1,1,1,0];if(j)if(Array.isArray(v)){var U;if(3===(U=B?n<v.length?v[n]:[0,0,0,0]:v).length){for(T=0;T<3;++T)R[T]=U[T];R[T]=1}else if(4===U.length){for(T=0;T<4;++T)R[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else R[0]=R[1]=R[2]=0,R[3]=1;else R=[1,1,1,0];var V=.5;j?Array.isArray(d)?V=n<d.length?+d[n]:12:d?V=+d:this.useOrtho&&(V=12):V=0;var q=0;Array.isArray(m)?q=n<m.length?+m[n]:0:m&&(q=+m);var H=Math.cos(q),G=Math.sin(q);for(w=s[n],T=0;T<3;++T)h[T]=Math.max(h[T],w[T]),u[T]=Math.min(u[T],w[T]);var Y=a,W=i;Y=0;Array.isArray(a)?Y=n<a.length?a[n]:0:a&&(Y=a);W=0;Array.isArray(i)?W=n<i.length?i[n]:0:i&&(W=i);var Z=[Y*=Y>0?1-A[0][0]:Y<0?1+A[1][0]:1,W*=W>0?1-A[0][1]:W<0?1+A[1][1]:1],X=k.cells||[],J=k.positions||[];for(T=0;T<X.length;++T)for(var K=X[T],Q=0;Q<3;++Q){for(var $=0;$<3;++$)E[3*z+$]=w[$];for($=0;$<4;++$)C[4*z+$]=D[$];P[z]=y;var tt=J[K[Q]];L[2*z]=V*(H*tt[0]-G*tt[1]+Z[0]),L[2*z+1]=V*(G*tt[0]+H*tt[1]+Z[1]),z+=1}for(X=M.edges,J=M.positions,T=0;T<X.length;++T)for(K=X[T],Q=0;Q<2;++Q){for($=0;$<3;++$)E[3*O+$]=w[$];for($=0;$<4;++$)C[4*O+$]=R[$];P[O]=y;tt=J[K[Q]];L[2*O]=V*(H*tt[0]-G*tt[1]+Z[0]),L[2*O+1]=V*(G*tt[0]+H*tt[1]+Z[1]),O+=1}}}this.bounds=[u,h],this.points=s,this.pointCount=s.length,this.vertexCount=x,this.lineVertexCount=b,this.pointBuffer.update(E),this.colorBuffer.update(C),this.glyphBuffer.update(L),this.idBuffer.update(P),o.free(E),o.free(C),o.free(L),o.free(P)},v.dispose=function(){this.shader.dispose(),this.orthoShader.dispose(),this.pickPerspectiveShader.dispose(),this.pickOrthoShader.dispose(),this.vao.dispose(),this.pointBuffer.dispose(),this.colorBuffer.dispose(),this.glyphBuffer.dispose(),this.idBuffer.dispose()}},{\"./lib/get-simple-string\":304,\"./lib/glyphs\":305,\"./lib/shaders\":306,\"gl-buffer\":254,\"gl-mat4/multiply\":278,\"gl-vao\":331,\"is-string-blank\":427,\"typedarray-pool\":554}],308:[function(t,e,r){\"use strict\";var n=t(\"glslify\");r.boxVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 vertex;\\n\\nuniform vec2 cornerA, cornerB;\\n\\nvoid main() {\\n  gl_Position = vec4(mix(cornerA, cornerB, vertex), 0, 1);\\n}\\n\"]),r.boxFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\n\\nvoid main() {\\n  gl_FragColor = color;\\n}\\n\"])},{glslify:412}],309:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),a=t(\"gl-buffer\"),i=t(\"./lib/shaders\");function o(t,e,r){this.plot=t,this.boxBuffer=e,this.boxShader=r,this.enabled=!0,this.selectBox=[1/0,1/0,-1/0,-1/0],this.borderColor=[0,0,0,1],this.innerFill=!1,this.innerColor=[0,0,0,.25],this.outerFill=!0,this.outerColor=[0,0,0,.5],this.borderWidth=10}e.exports=function(t,e){var r=t.gl,s=a(r,[0,0,0,1,1,0,1,1]),l=n(r,i.boxVertex,i.boxFragment),c=new o(t,s,l);return c.update(e),t.addOverlay(c),c};var s=o.prototype;s.draw=function(){if(this.enabled){var t=this.plot,e=this.selectBox,r=this.borderWidth,n=(this.innerFill,this.innerColor),a=(this.outerFill,this.outerColor),i=this.borderColor,o=t.box,s=t.screenBox,l=t.dataBox,c=t.viewBox,u=t.pixelRatio,h=(e[0]-l[0])*(c[2]-c[0])/(l[2]-l[0])+c[0],f=(e[1]-l[1])*(c[3]-c[1])/(l[3]-l[1])+c[1],p=(e[2]-l[0])*(c[2]-c[0])/(l[2]-l[0])+c[0],d=(e[3]-l[1])*(c[3]-c[1])/(l[3]-l[1])+c[1];if(h=Math.max(h,c[0]),f=Math.max(f,c[1]),p=Math.min(p,c[2]),d=Math.min(d,c[3]),!(p<h||d<f)){o.bind();var g=s[2]-s[0],m=s[3]-s[1];if(this.outerFill&&(o.drawBox(0,0,g,f,a),o.drawBox(0,f,h,d,a),o.drawBox(0,d,g,m,a),o.drawBox(p,f,g,d,a)),this.innerFill&&o.drawBox(h,f,p,d,n),r>0){var v=r*u;o.drawBox(h-v,f-v,p+v,f+v,i),o.drawBox(h-v,d-v,p+v,d+v,i),o.drawBox(h-v,f-v,h+v,d+v,i),o.drawBox(p-v,f-v,p+v,d+v,i)}}}},s.update=function(t){t=t||{},this.innerFill=!!t.innerFill,this.outerFill=!!t.outerFill,this.innerColor=(t.innerColor||[0,0,0,.5]).slice(),this.outerColor=(t.outerColor||[0,0,0,.5]).slice(),this.borderColor=(t.borderColor||[0,0,0,1]).slice(),this.borderWidth=t.borderWidth||0,this.selectBox=(t.selectBox||this.selectBox).slice()},s.dispose=function(){this.boxBuffer.dispose(),this.boxShader.dispose(),this.plot.removeOverlay(this)}},{\"./lib/shaders\":308,\"gl-buffer\":254,\"gl-shader\":311}],310:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=e[0],i=e[1],o=n(t,r,i,{}),s=a.mallocUint8(r*i*4);return new c(t,o,s)};var n=t(\"gl-fbo\"),a=t(\"typedarray-pool\"),i=t(\"ndarray\"),o=t(\"bit-twiddle\").nextPow2,s=t(\"cwise/lib/wrapper\")({args:[\"array\",{offset:[0,0,1],array:0},{offset:[0,0,2],array:0},{offset:[0,0,3],array:0},\"scalar\",\"scalar\",\"index\"],pre:{body:\"{this_closestD2=1e8,this_closestX=-1,this_closestY=-1}\",args:[],thisVars:[\"this_closestD2\",\"this_closestX\",\"this_closestY\"],localVars:[]},body:{body:\"{if(_inline_16_arg0_<255||_inline_16_arg1_<255||_inline_16_arg2_<255||_inline_16_arg3_<255){var 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l=s[0]+(n[0]-o[0])/(o[2]-o[0])*(s[2]-s[0]),c=s[1]+(n[1]-o[1])/(o[3]-o[1])*(s[3]-s[1]);t[0]&&i.drawLine(l,c,s[0],c,e[0],r[0]),t[1]&&i.drawLine(l,c,l,s[1],e[1],r[1]),t[2]&&i.drawLine(l,c,s[2],c,e[2],r[2]),t[3]&&i.drawLine(l,c,l,s[3],e[3],r[3])}},a.dispose=function(){this.plot.removeOverlay(this)}},{}],319:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),a=t(\"gl-shader\"),i=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, color;\\nattribute float weight;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 coordinates[3];\\nuniform vec4 colors[3];\\nuniform vec2 screenShape;\\nuniform float lineWidth;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vertexPosition = mix(coordinates[0],\\n    mix(coordinates[2], coordinates[1], 0.5 * (position + 1.0)), abs(position));\\n\\n  vec4 clipPos = projection * view * model * vec4(vertexPosition, 1.0);\\n  vec2 clipOffset = (projection * view * model * vec4(color, 0.0)).xy;\\n  vec2 delta = weight * clipOffset * screenShape;\\n  vec2 lineOffset = normalize(vec2(delta.y, -delta.x)) / screenShape;\\n\\n  gl_Position   = vec4(clipPos.xy + clipPos.w * 0.5 * lineWidth * lineOffset, clipPos.z, clipPos.w);\\n  fragColor     = color.x * colors[0] + color.y * colors[1] + color.z * colors[2];\\n}\\n\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  gl_FragColor = fragColor;\\n}\"]);e.exports=function(t){return a(t,i,o,null,[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec3\"},{name:\"weight\",type:\"float\"}])}},{\"gl-shader\":311,glslify:412}],320:[function(t,e,r){\"use strict\";var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"./shaders/index\");e.exports=function(t,e){var r=[];function o(t,e,n,a,i,o){var s=[t,e,n,0,0,0,1];s[a+3]=1,s[a]=i,r.push.apply(r,s),s[6]=-1,r.push.apply(r,s),s[a]=o,r.push.apply(r,s),r.push.apply(r,s),s[6]=1,r.push.apply(r,s),s[a]=i,r.push.apply(r,s)}o(0,0,0,0,0,1),o(0,0,0,1,0,1),o(0,0,0,2,0,1),o(1,0,0,1,-1,1),o(1,0,0,2,-1,1),o(0,1,0,0,-1,1),o(0,1,0,2,-1,1),o(0,0,1,0,-1,1),o(0,0,1,1,-1,1);var l=n(t,r),c=a(t,[{type:t.FLOAT,buffer:l,size:3,offset:0,stride:28},{type:t.FLOAT,buffer:l,size:3,offset:12,stride:28},{type:t.FLOAT,buffer:l,size:1,offset:24,stride:28}]),u=i(t);u.attributes.position.location=0,u.attributes.color.location=1,u.attributes.weight.location=2;var h=new s(t,l,c,u);return h.update(e),h};var o=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function s(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n,this.pixelRatio=1,this.bounds=[[-1e3,-1e3,-1e3],[1e3,1e3,1e3]],this.position=[0,0,0],this.lineWidth=[2,2,2],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.enabled=[!0,!0,!0],this.drawSides=[!0,!0,!0],this.axes=null}var l=s.prototype,c=[0,0,0],u=[0,0,0],h=[0,0];l.isTransparent=function(){return!1},l.drawTransparent=function(t){},l.draw=function(t){var e=this.gl,r=this.vao,n=this.shader;r.bind(),n.bind();var a,i=t.model||o,s=t.view||o,l=t.projection||o;this.axes&&(a=this.axes.lastCubeProps.axis);for(var f=c,p=u,d=0;d<3;++d)a&&a[d]<0?(f[d]=this.bounds[0][d],p[d]=this.bounds[1][d]):(f[d]=this.bounds[1][d],p[d]=this.bounds[0][d]);h[0]=e.drawingBufferWidth,h[1]=e.drawingBufferHeight,n.uniforms.model=i,n.uniforms.view=s,n.uniforms.projection=l,n.uniforms.coordinates=[this.position,f,p],n.uniforms.colors=this.colors,n.uniforms.screenShape=h;for(d=0;d<3;++d)n.uniforms.lineWidth=this.lineWidth[d]*this.pixelRatio,this.enabled[d]&&(r.draw(e.TRIANGLES,6,6*d),this.drawSides[d]&&r.draw(e.TRIANGLES,12,18+12*d));r.unbind()},l.update=function(t){t&&(\"bounds\"in t&&(this.bounds=t.bounds),\"position\"in t&&(this.position=t.position),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"colors\"in t&&(this.colors=t.colors),\"enabled\"in t&&(this.enabled=t.enabled),\"drawSides\"in t&&(this.drawSides=t.drawSides))},l.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders/index\":319,\"gl-buffer\":254,\"gl-vao\":331}],321:[function(t,e,r){var n=t(\"glslify\"),a=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, tubeScale;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * tubePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(tubePosition, 1.0);\\n  vec4 t_position  = view * tubePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = tubePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),i=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float tubeScale;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  gl_Position = projection * view * tubePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);r.meshShader={vertex:a,fragment:i,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec4\"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec4\"}]}},{glslify:412}],322:[function(t,e,r){\"use strict\";var n=t(\"gl-vec3\"),a=t(\"gl-vec4\"),i=[\"xyz\",\"xzy\",\"yxz\",\"yzx\",\"zxy\",\"zyx\"],o=function(t,e,r,i){for(var o=0,s=0;s<t.length;s++)for(var l=t[s].velocities,c=0;c<l.length;c++)o=Math.max(o,n.length(l[c]));var u=t.map((function(t){return function(t,e,r,i){for(var o=t.points,s=t.velocities,l=t.divergences,c=[],u=[],h=[],f=[],p=[],d=[],g=0,m=0,v=a.create(),y=a.create(),x=0;x<o.length;x++){var b=o[x],_=s[x],w=l[x];0===e&&(w=.05*r),m=n.length(_)/i,v=a.create(),n.copy(v,_),v[3]=w;for(var T=0;T<8;T++)p[T]=[b[0],b[1],b[2],T];if(f.length>0)for(T=0;T<8;T++){var k=(T+1)%8;c.push(f[T],p[T],p[k],p[k],f[k],f[T]),h.push(y,v,v,v,y,y),d.push(g,m,m,m,g,g);var M=c.length;u.push([M-6,M-5,M-4],[M-3,M-2,M-1])}var A=f;f=p,p=A;var S=y;y=v,v=S;var E=g;g=m,m=E}return{positions:c,cells:u,vectors:h,vertexIntensity:d}}(t,r,i,o)})),h=[],f=[],p=[],d=[];for(s=0;s<u.length;s++){var g=u[s],m=h.length;h=h.concat(g.positions),p=p.concat(g.vectors),d=d.concat(g.vertexIntensity);for(c=0;c<g.cells.length;c++){var v=g.cells[c],y=[];f.push(y);for(var x=0;x<v.length;x++)y.push(v[x]+m)}}return{positions:h,cells:f,vectors:p,vertexIntensity:d,colormap:e}},s=function(t,e){var r,n=t.length;for(r=0;r<n;r++){var a=t[r];if(a===e)return r;if(a>e)return r-1}return r},l=function(t,e,r){return t<e?e:t>r?r:t},c=function(t){var e=1/0;t.sort((function(t,e){return t-e}));for(var r=t.length,n=1;n<r;n++){var a=Math.abs(t[n]-t[n-1]);a<e&&(e=a)}return e};e.exports=function(t,e){var r=t.startingPositions,a=t.maxLength||1e3,u=t.tubeSize||1,h=t.absoluteTubeSize,f=t.gridFill||\"+x+y+z\",p={};-1!==f.indexOf(\"-x\")&&(p.reversedX=!0),-1!==f.indexOf(\"-y\")&&(p.reversedY=!0),-1!==f.indexOf(\"-z\")&&(p.reversedZ=!0),p.filled=i.indexOf(f.replace(/-/g,\"\").replace(/\\+/g,\"\"));var d=t.getVelocity||function(e){return function(t,e,r){var a=e.vectors,i=e.meshgrid,o=t[0],c=t[1],u=t[2],h=i[0].length,f=i[1].length,p=i[2].length,d=s(i[0],o),g=s(i[1],c),m=s(i[2],u),v=d+1,y=g+1,x=m+1;if(d=l(d,0,h-1),v=l(v,0,h-1),g=l(g,0,f-1),y=l(y,0,f-1),m=l(m,0,p-1),x=l(x,0,p-1),d<0||g<0||m<0||v>h-1||y>f-1||x>p-1)return n.create();var b,_,w,T,k,M,A=i[0][d],S=i[0][v],E=i[1][g],C=i[1][y],L=i[2][m],P=(o-A)/(S-A),I=(c-E)/(C-E),z=(u-L)/(i[2][x]-L);switch(isFinite(P)||(P=.5),isFinite(I)||(I=.5),isFinite(z)||(z=.5),r.reversedX&&(d=h-1-d,v=h-1-v),r.reversedY&&(g=f-1-g,y=f-1-y),r.reversedZ&&(m=p-1-m,x=p-1-x),r.filled){case 5:k=m,M=x,w=g*p,T=y*p,b=d*p*f,_=v*p*f;break;case 4:k=m,M=x,b=d*p,_=v*p,w=g*p*h,T=y*p*h;break;case 3:w=g,T=y,k=m*f,M=x*f,b=d*f*p,_=v*f*p;break;case 2:w=g,T=y,b=d*f,_=v*f,k=m*f*h,M=x*f*h;break;case 1:b=d,_=v,k=m*h,M=x*h,w=g*h*p,T=y*h*p;break;default:b=d,_=v,w=g*h,T=y*h,k=m*h*f,M=x*h*f}var O=a[b+w+k],D=a[b+w+M],R=a[b+T+k],F=a[b+T+M],B=a[_+w+k],N=a[_+w+M],j=a[_+T+k],U=a[_+T+M],V=n.create(),q=n.create(),H=n.create(),G=n.create();n.lerp(V,O,B,P),n.lerp(q,D,N,P),n.lerp(H,R,j,P),n.lerp(G,F,U,P);var Y=n.create(),W=n.create();n.lerp(Y,V,H,I),n.lerp(W,q,G,I);var Z=n.create();return n.lerp(Z,Y,W,z),Z}(e,t,p)},g=t.getDivergence||function(t,e){var r=n.create(),a=1e-4;n.add(r,t,[a,0,0]);var i=d(r);n.subtract(i,i,e),n.scale(i,i,1/a),n.add(r,t,[0,a,0]);var o=d(r);n.subtract(o,o,e),n.scale(o,o,1/a),n.add(r,t,[0,0,a]);var s=d(r);return n.subtract(s,s,e),n.scale(s,s,1/a),n.add(r,i,o),n.add(r,r,s),r},m=[],v=e[0][0],y=e[0][1],x=e[0][2],b=e[1][0],_=e[1][1],w=e[1][2],T=function(t){var e=t[0],r=t[1],n=t[2];return!(e<v||e>b||r<y||r>_||n<x||n>w)},k=10*n.distance(e[0],e[1])/a,M=k*k,A=1,S=0,E=r.length;E>1&&(A=function(t){for(var e=[],r=[],n=[],a={},i={},o={},s=t.length,l=0;l<s;l++){var u=t[l],h=u[0],f=u[1],p=u[2];a[h]||(e.push(h),a[h]=!0),i[f]||(r.push(f),i[f]=!0),o[p]||(n.push(p),o[p]=!0)}var d=c(e),g=c(r),m=c(n),v=Math.min(d,g,m);return isFinite(v)?v:1}(r));for(var C=0;C<E;C++){var L=n.create();n.copy(L,r[C]);var P=[L],I=[],z=d(L),O=L;I.push(z);var D=[],R=g(L,z),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F),m.push({points:P,velocities:I,divergences:D});for(var B=0;B<100*a&&P.length<a&&T(L);){B++;var N=n.clone(z),j=n.squaredLength(N);if(0===j)break;if(j>M&&n.scale(N,N,k/Math.sqrt(j)),n.add(N,N,L),z=d(N),n.squaredDistance(O,N)-M>-1e-4*M){P.push(N),O=N,I.push(z);R=g(N,z),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F)}L=N}}var U=o(m,t.colormap,S,A);return h?U.tubeScale=h:(0===S&&(S=1),U.tubeScale=.5*u*A/S),U};var u=t(\"./lib/shaders\"),h=t(\"gl-cone3d\").createMesh;e.exports.createTubeMesh=function(t,e){return h(t,e,{shaders:u,traceType:\"streamtube\"})}},{\"./lib/shaders\":321,\"gl-cone3d\":255,\"gl-vec3\":350,\"gl-vec4\":386}],323:[function(t,e,r){var n=t(\"gl-shader\"),a=t(\"glslify\"),i=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute vec3 f;\\nattribute vec3 normal;\\n\\nuniform vec3 objectOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 lightPosition, eyePosition;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 localCoordinate = vec3(uv.zw, f.x);\\n  worldCoordinate = objectOffset + localCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n  vec4 clipPosition = projection * view * worldPosition;\\n  gl_Position = clipPosition;\\n  kill = f.y;\\n  value = f.z;\\n  planeCoordinate = uv.xy;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * worldPosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  lightDirection = lightPosition - cameraCoordinate.xyz;\\n  eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  surfaceNormal  = normalize((vec4(normal,0) * inverseModel).xyz);\\n}\\n\"]),o=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat beckmannSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness) {\\n  return beckmannDistribution(dot(surfaceNormal, normalize(lightDirection + viewDirection)), roughness);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 lowerBound, upperBound;\\nuniform float contourTint;\\nuniform vec4 contourColor;\\nuniform sampler2D colormap;\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform float vertexColor;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  if (\\n    kill > 0.0 ||\\n    vColor.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], worldCoordinate)\\n  ) discard;\\n\\n  vec3 N = normalize(surfaceNormal);\\n  vec3 V = normalize(eyeDirection);\\n  vec3 L = normalize(lightDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = max(beckmannSpecular(L, V, N, roughness), 0.);\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  //decide how to interpolate color \\u2014 in vertex or in fragment\\n  vec4 surfaceColor =\\n    step(vertexColor, .5) * texture2D(colormap, vec2(value, value)) +\\n    step(.5, vertexColor) * vColor;\\n\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = mix(litColor, contourColor, contourTint) * opacity;\\n}\\n\"]),s=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute float f;\\n\\nuniform vec3 objectOffset;\\nuniform mat3 permutation;\\nuniform mat4 model, view, projection;\\nuniform float height, zOffset;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 dataCoordinate = permutation * vec3(uv.xy, height);\\n  worldCoordinate = objectOffset + dataCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n\\n  vec4 clipPosition = projection * view * worldPosition;\\n  clipPosition.z += zOffset;\\n\\n  gl_Position = clipPosition;\\n  value = f + objectOffset.z;\\n  kill = -1.0;\\n  planeCoordinate = uv.zw;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Don't do lighting for contours\\n  surfaceNormal   = vec3(1,0,0);\\n  eyeDirection    = vec3(0,1,0);\\n  lightDirection  = vec3(0,0,1);\\n}\\n\"]),l=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec2 shape;\\nuniform vec3 clipBounds[2];\\nuniform float pickId;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 surfaceNormal;\\n\\nvec2 splitFloat(float v) {\\n  float vh = 255.0 * v;\\n  float upper = floor(vh);\\n  float lower = fract(vh);\\n  return vec2(upper / 255.0, floor(lower * 16.0) / 16.0);\\n}\\n\\nvoid main() {\\n  if ((kill > 0.0) ||\\n      (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) discard;\\n\\n  vec2 ux = splitFloat(planeCoordinate.x / shape.x);\\n  vec2 uy = splitFloat(planeCoordinate.y / shape.y);\\n  gl_FragColor = vec4(pickId, ux.x, uy.x, ux.y + (uy.y/16.0));\\n}\\n\"]);r.createShader=function(t){var e=n(t,i,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createPickShader=function(t){var e=n(t,i,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createContourShader=function(t){var e=n(t,s,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},r.createPickContourShader=function(t){var e=n(t,s,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},{\"gl-shader\":311,glslify:412}],324:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=y(e),n=b(e),s=x(e),l=_(e),c=a(e),u=i(e,[{buffer:c,size:4,stride:40,offset:0},{buffer:c,size:3,stride:40,offset:16},{buffer:c,size:3,stride:40,offset:28}]),h=a(e),f=i(e,[{buffer:h,size:4,stride:20,offset:0},{buffer:h,size:1,stride:20,offset:16}]),p=a(e),d=i(e,[{buffer:p,size:2,type:e.FLOAT}]),g=o(e,1,256,e.RGBA,e.UNSIGNED_BYTE);g.minFilter=e.LINEAR,g.magFilter=e.LINEAR;var m=new A(e,[0,0],[[0,0,0],[0,0,0]],r,n,c,u,g,s,l,h,f,p,d,[0,0,0]),v={levels:[[],[],[]]};for(var w in t)v[w]=t[w];return v.colormap=v.colormap||\"jet\",m.update(v),m};var n=t(\"bit-twiddle\"),a=t(\"gl-buffer\"),i=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"typedarray-pool\"),l=t(\"colormap\"),c=t(\"ndarray-ops\"),u=t(\"ndarray-pack\"),h=t(\"ndarray\"),f=t(\"surface-nets\"),p=t(\"gl-mat4/multiply\"),d=t(\"gl-mat4/invert\"),g=t(\"binary-search-bounds\"),m=t(\"ndarray-gradient\"),v=t(\"./lib/shaders\"),y=v.createShader,x=v.createContourShader,b=v.createPickShader,_=v.createPickContourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],T=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],k=[[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0]];function M(t,e,r,n,a){this.position=t,this.index=e,this.uv=r,this.level=n,this.dataCoordinate=a}!function(){for(var t=0;t<3;++t){var e=k[t],r=(t+2)%3;e[(t+1)%3+0]=1,e[r+3]=1,e[t+6]=1}}();function A(t,e,r,n,a,i,o,l,c,u,f,p,d,g,m){this.gl=t,this.shape=e,this.bounds=r,this.objectOffset=m,this.intensityBounds=[],this._shader=n,this._pickShader=a,this._coordinateBuffer=i,this._vao=o,this._colorMap=l,this._contourShader=c,this._contourPickShader=u,this._contourBuffer=f,this._contourVAO=p,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new M([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=d,this._dynamicVAO=g,this._dynamicOffsets=[0,0,0],this._dynamicCounts=[0,0,0],this.contourWidth=[1,1,1],this.contourLevels=[[1],[1],[1]],this.contourTint=[0,0,0],this.contourColor=[[.5,.5,.5,1],[.5,.5,.5,1],[.5,.5,.5,1]],this.showContour=!0,this.showSurface=!0,this.enableHighlight=[!0,!0,!0],this.highlightColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.highlightTint=[1,1,1],this.highlightLevel=[-1,-1,-1],this.enableDynamic=[!0,!0,!0],this.dynamicLevel=[NaN,NaN,NaN],this.dynamicColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.dynamicTint=[1,1,1],this.dynamicWidth=[1,1,1],this.axesBounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.surfaceProject=[!1,!1,!1],this.contourProject=[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],this.colorBounds=[!1,!1],this._field=[h(s.mallocFloat(1024),[0,0]),h(s.mallocFloat(1024),[0,0]),h(s.mallocFloat(1024),[0,0])],this.pickId=1,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.snapToData=!1,this.pixelRatio=1,this.opacity=1,this.opacityscale=!1,this.lightPosition=[10,1e4,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.vertexColor=0,this.dirty=!0}var S=A.prototype;S.isTransparent=function(){return this.opacity<1||this.opacityscale},S.isOpaque=function(){if(this.opacityscale)return!1;if(this.opacity<1)return!1;if(this.opacity>=1)return!0;for(var t=0;t<3;++t)if(this._contourCounts[t].length>0)return!0;return!1},S.pickSlots=1,S.setPickBase=function(t){this.pickId=t};var E=[0,0,0],C={showSurface:!1,showContour:!1,projections:[w.slice(),w.slice(),w.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]};function L(t,e){var r,n,a,i=e.axes&&e.axes.lastCubeProps.axis||E,o=e.showSurface,s=e.showContour;for(r=0;r<3;++r)for(o=o||e.surfaceProject[r],n=0;n<3;++n)s=s||e.contourProject[r][n];for(r=0;r<3;++r){var l=C.projections[r];for(n=0;n<16;++n)l[n]=0;for(n=0;n<4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(i[r]>0)][r],p(l,t.model,l);var c=C.clipBounds[r];for(a=0;a<2;++a)for(n=0;n<3;++n)c[a][n]=t.clipBounds[a][n];c[0][r]=-1e8,c[1][r]=1e8}return C.showSurface=o,C.showContour=s,C}var P={model:w,view:w,projection:w,inverseModel:w.slice(),lowerBound:[0,0,0],upperBound:[0,0,0],colorMap:0,clipBounds:[[0,0,0],[0,0,0]],height:0,contourTint:0,contourColor:[0,0,0,1],permutation:[1,0,0,0,1,0,0,0,1],zOffset:-1e-4,objectOffset:[0,0,0],kambient:1,kdiffuse:1,kspecular:1,lightPosition:[1e3,1e3,1e3],eyePosition:[0,0,0],roughness:1,fresnel:1,opacity:1,vertexColor:0},I=w.slice(),z=[1,0,0,0,1,0,0,0,1];function O(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=P;n.model=t.model||w,n.view=t.view||w,n.projection=t.projection||w,n.lowerBound=[this.bounds[0][0],this.bounds[0][1],this.colorBounds[0]||this.bounds[0][2]],n.upperBound=[this.bounds[1][0],this.bounds[1][1],this.colorBounds[1]||this.bounds[1][2]],n.objectOffset=this.objectOffset,n.contourColor=this.contourColor[0],n.inverseModel=d(n.inverseModel,n.model);for(var a=0;a<2;++a)for(var i=n.clipBounds[a],o=0;o<3;++o)i[o]=Math.min(Math.max(this.clipBounds[a][o],-1e8),1e8);n.kambient=this.ambientLight,n.kdiffuse=this.diffuseLight,n.kspecular=this.specularLight,n.roughness=this.roughness,n.fresnel=this.fresnel,n.opacity=this.opacity,n.height=0,n.permutation=z,n.vertexColor=this.vertexColor;var s=I;for(p(s,n.view,n.model),p(s,n.projection,s),d(s,s),a=0;a<3;++a)n.eyePosition[a]=s[12+a]/s[15];var l=s[15];for(a=0;a<3;++a)l+=this.lightPosition[a]*s[4*a+3];for(a=0;a<3;++a){var c=s[12+a];for(o=0;o<3;++o)c+=s[4*o+a]*this.lightPosition[o];n.lightPosition[a]=c/l}var u=L(n,this);if(u.showSurface){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&&this._vertexCount&&this._vao.draw(r.TRIANGLES,this._vertexCount),a=0;a<3;++a)this.surfaceProject[a]&&this.vertexCount&&(this._shader.uniforms.model=u.projections[a],this._shader.uniforms.clipBounds=u.clipBounds[a],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(u.showContour){var h=this._contourShader;n.kambient=1,n.kdiffuse=0,n.kspecular=0,n.opacity=1,h.bind(),h.uniforms=n;var f=this._contourVAO;for(f.bind(),a=0;a<3;++a)for(h.uniforms.permutation=k[a],r.lineWidth(this.contourWidth[a]*this.pixelRatio),o=0;o<this.contourLevels[a].length;++o)o===this.highlightLevel[a]?(h.uniforms.contourColor=this.highlightColor[a],h.uniforms.contourTint=this.highlightTint[a]):0!==o&&o-1!==this.highlightLevel[a]||(h.uniforms.contourColor=this.contourColor[a],h.uniforms.contourTint=this.contourTint[a]),this._contourCounts[a][o]&&(h.uniforms.height=this.contourLevels[a][o],f.draw(r.LINES,this._contourCounts[a][o],this._contourOffsets[a][o]));for(a=0;a<3;++a)for(h.uniforms.model=u.projections[a],h.uniforms.clipBounds=u.clipBounds[a],o=0;o<3;++o)if(this.contourProject[a][o]){h.uniforms.permutation=k[o],r.lineWidth(this.contourWidth[o]*this.pixelRatio);for(var g=0;g<this.contourLevels[o].length;++g)g===this.highlightLevel[o]?(h.uniforms.contourColor=this.highlightColor[o],h.uniforms.contourTint=this.highlightTint[o]):0!==g&&g-1!==this.highlightLevel[o]||(h.uniforms.contourColor=this.contourColor[o],h.uniforms.contourTint=this.contourTint[o]),this._contourCounts[o][g]&&(h.uniforms.height=this.contourLevels[o][g],f.draw(r.LINES,this._contourCounts[o][g],this._contourOffsets[o][g]))}for(f.unbind(),(f=this._dynamicVAO).bind(),a=0;a<3;++a)if(0!==this._dynamicCounts[a])for(h.uniforms.model=n.model,h.uniforms.clipBounds=n.clipBounds,h.uniforms.permutation=k[a],r.lineWidth(this.dynamicWidth[a]*this.pixelRatio),h.uniforms.contourColor=this.dynamicColor[a],h.uniforms.contourTint=this.dynamicTint[a],h.uniforms.height=this.dynamicLevel[a],f.draw(r.LINES,this._dynamicCounts[a],this._dynamicOffsets[a]),o=0;o<3;++o)this.contourProject[o][a]&&(h.uniforms.model=u.projections[o],h.uniforms.clipBounds=u.clipBounds[o],f.draw(r.LINES,this._dynamicCounts[a],this._dynamicOffsets[a]));f.unbind()}}S.draw=function(t){return O.call(this,t,!1)},S.drawTransparent=function(t){return O.call(this,t,!0)};var D={model:w,view:w,projection:w,inverseModel:w,clipBounds:[[0,0,0],[0,0,0]],height:0,shape:[0,0],pickId:0,lowerBound:[0,0,0],upperBound:[0,0,0],zOffset:0,objectOffset:[0,0,0],permutation:[1,0,0,0,1,0,0,0,1],lightPosition:[0,0,0],eyePosition:[0,0,0]};function R(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function F(t){return Array.isArray(t)?3===t.length?[t[0],t[1],t[2],1]:[t[0],t[1],t[2],t[3]]:[0,0,0,1]}function B(t){if(Array.isArray(t)){if(Array.isArray(t))return[F(t[0]),F(t[1]),F(t[2])];var e=F(t);return[e.slice(),e.slice(),e.slice()]}}S.drawPick=function(t){t=t||{};var e=this.gl;e.disable(e.CULL_FACE);var r=D;r.model=t.model||w,r.view=t.view||w,r.projection=t.projection||w,r.shape=this._field[2].shape,r.pickId=this.pickId/255,r.lowerBound=this.bounds[0],r.upperBound=this.bounds[1],r.objectOffset=this.objectOffset,r.permutation=z;for(var n=0;n<2;++n)for(var a=r.clipBounds[n],i=0;i<3;++i)a[i]=Math.min(Math.max(this.clipBounds[n][i],-1e8),1e8);var o=L(r,this);if(o.showSurface){for(this._pickShader.bind(),this._pickShader.uniforms=r,this._vao.bind(),this._vao.draw(e.TRIANGLES,this._vertexCount),n=0;n<3;++n)this.surfaceProject[n]&&(this._pickShader.uniforms.model=o.projections[n],this._pickShader.uniforms.clipBounds=o.clipBounds[n],this._vao.draw(e.TRIANGLES,this._vertexCount));this._vao.unbind()}if(o.showContour){var s=this._contourPickShader;s.bind(),s.uniforms=r;var l=this._contourVAO;for(l.bind(),i=0;i<3;++i)for(e.lineWidth(this.contourWidth[i]*this.pixelRatio),s.uniforms.permutation=k[i],n=0;n<this.contourLevels[i].length;++n)this._contourCounts[i][n]&&(s.uniforms.height=this.contourLevels[i][n],l.draw(e.LINES,this._contourCounts[i][n],this._contourOffsets[i][n]));for(n=0;n<3;++n)for(s.uniforms.model=o.projections[n],s.uniforms.clipBounds=o.clipBounds[n],i=0;i<3;++i)if(this.contourProject[n][i]){s.uniforms.permutation=k[i],e.lineWidth(this.contourWidth[i]*this.pixelRatio);for(var c=0;c<this.contourLevels[i].length;++c)this._contourCounts[i][c]&&(s.uniforms.height=this.contourLevels[i][c],l.draw(e.LINES,this._contourCounts[i][c],this._contourOffsets[i][c]))}l.unbind()}},S.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=this._field[2].shape,r=this._pickResult,n=e[0]*(t.value[0]+(t.value[2]>>4)/16)/255,a=Math.floor(n),i=n-a,o=e[1]*(t.value[1]+(15&t.value[2])/16)/255,s=Math.floor(o),l=o-s;a+=1,s+=1;var c=r.position;c[0]=c[1]=c[2]=0;for(var u=0;u<2;++u)for(var h=u?i:1-i,f=0;f<2;++f)for(var p=a+u,d=s+f,m=h*(f?l:1-l),v=0;v<3;++v)c[v]+=this._field[v].get(p,d)*m;for(var y=this._pickResult.level,x=0;x<3;++x)if(y[x]=g.le(this.contourLevels[x],c[x]),y[x]<0)this.contourLevels[x].length>0&&(y[x]=0);else if(y[x]<this.contourLevels[x].length-1){var b=this.contourLevels[x][y[x]],_=this.contourLevels[x][y[x]+1];Math.abs(b-c[x])>Math.abs(_-c[x])&&(y[x]+=1)}for(r.index[0]=i<.5?a:a+1,r.index[1]=l<.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],v=0;v<3;++v)r.dataCoordinate[v]=this._field[v].get(r.index[0],r.index[1]);return r},S.padField=function(t,e){var r=e.shape.slice(),n=t.shape.slice();c.assign(t.lo(1,1).hi(r[0],r[1]),e),c.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),c.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),c.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),c.assign(t.lo(n[0]-1,1).hi(1,r[1]),e.lo(r[0]-1)),t.set(0,0,e.get(0,0)),t.set(0,n[1]-1,e.get(0,r[1]-1)),t.set(n[0]-1,0,e.get(r[0]-1,0)),t.set(n[0]-1,n[1]-1,e.get(r[0]-1,r[1]-1))},S.update=function(t){t=t||{},this.objectOffset=t.objectOffset||this.objectOffset,this.dirty=!0,\"contourWidth\"in t&&(this.contourWidth=R(t.contourWidth,Number)),\"showContour\"in t&&(this.showContour=R(t.showContour,Boolean)),\"showSurface\"in t&&(this.showSurface=!!t.showSurface),\"contourTint\"in t&&(this.contourTint=R(t.contourTint,Boolean)),\"contourColor\"in t&&(this.contourColor=B(t.contourColor)),\"contourProject\"in t&&(this.contourProject=R(t.contourProject,(function(t){return R(t,Boolean)}))),\"surfaceProject\"in t&&(this.surfaceProject=t.surfaceProject),\"dynamicColor\"in t&&(this.dynamicColor=B(t.dynamicColor)),\"dynamicTint\"in t&&(this.dynamicTint=R(t.dynamicTint,Number)),\"dynamicWidth\"in t&&(this.dynamicWidth=R(t.dynamicWidth,Number)),\"opacity\"in t&&(this.opacity=t.opacity),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale),\"colorBounds\"in t&&(this.colorBounds=t.colorBounds),\"vertexColor\"in t&&(this.vertexColor=t.vertexColor?1:0);var e=t.field||t.coords&&t.coords[2]||null,r=!1;if(e||(e=this._field[2].shape[0]||this._field[2].shape[2]?this._field[2].lo(1,1).hi(this._field[2].shape[0]-2,this._field[2].shape[1]-2):this._field[2].hi(0,0)),\"field\"in t||\"coords\"in t){var a=(e.shape[0]+2)*(e.shape[1]+2);a>this._field[2].data.length&&(s.freeFloat(this._field[2].data),this._field[2].data=s.mallocFloat(n.nextPow2(a))),this._field[2]=h(this._field[2].data,[e.shape[0]+2,e.shape[1]+2]),this.padField(this._field[2],e),this.shape=e.shape.slice();for(var i=this.shape,o=0;o<2;++o)this._field[2].size>this._field[o].data.length&&(s.freeFloat(this._field[o].data),this._field[o].data=s.mallocFloat(this._field[2].size)),this._field[o]=h(this._field[o].data,[i[0]+2,i[1]+2]);if(t.coords){var p=t.coords;if(!Array.isArray(p)||3!==p.length)throw new Error(\"gl-surface: invalid coordinates for x/y\");for(o=0;o<2;++o){var d=p[o];for(b=0;b<2;++b)if(d.shape[b]!==i[b])throw new Error(\"gl-surface: coords have incorrect shape\");this.padField(this._field[o],d)}}else if(t.ticks){var g=t.ticks;if(!Array.isArray(g)||2!==g.length)throw new Error(\"gl-surface: invalid ticks\");for(o=0;o<2;++o){var v=g[o];if((Array.isArray(v)||v.length)&&(v=h(v)),v.shape[0]!==i[o])throw new Error(\"gl-surface: invalid tick length\");var y=h(v.data,i);y.stride[o]=v.stride[0],y.stride[1^o]=0,this.padField(this._field[o],y)}}else{for(o=0;o<2;++o){var x=[0,0];x[o]=1,this._field[o]=h(this._field[o].data,[i[0]+2,i[1]+2],x,0)}this._field[0].set(0,0,0);for(var b=0;b<i[0];++b)this._field[0].set(b+1,0,b);for(this._field[0].set(i[0]+1,0,i[0]-1),this._field[1].set(0,0,0),b=0;b<i[1];++b)this._field[1].set(0,b+1,b);this._field[1].set(0,i[1]+1,i[1]-1)}var _=this._field,w=h(s.mallocFloat(3*_[2].size*2),[3,i[0]+2,i[1]+2,2]);for(o=0;o<3;++o)m(w.pick(o),_[o],\"mirror\");var k=h(s.mallocFloat(3*_[2].size),[i[0]+2,i[1]+2,3]);for(o=0;o<i[0]+2;++o)for(b=0;b<i[1]+2;++b){var M=w.get(0,o,b,0),A=w.get(0,o,b,1),S=w.get(1,o,b,0),E=w.get(1,o,b,1),C=w.get(2,o,b,0),L=w.get(2,o,b,1),P=S*L-E*C,I=C*A-L*M,z=M*E-A*S,O=Math.sqrt(P*P+I*I+z*z);O<1e-8?(O=Math.max(Math.abs(P),Math.abs(I),Math.abs(z)))<1e-8?(z=1,I=P=0,O=1):O=1/O:O=1/Math.sqrt(O),k.set(o,b,0,P*O),k.set(o,b,1,I*O),k.set(o,b,2,z*O)}s.free(w.data);var D=[1/0,1/0,1/0],F=[-1/0,-1/0,-1/0],N=1/0,j=-1/0,U=(i[0]-1)*(i[1]-1)*6,V=s.mallocFloat(n.nextPow2(10*U)),q=0,H=0;for(o=0;o<i[0]-1;++o)t:for(b=0;b<i[1]-1;++b){for(var G=0;G<2;++G)for(var Y=0;Y<2;++Y)for(var W=0;W<3;++W){var Z=this._field[W].get(1+o+G,1+b+Y);if(isNaN(Z)||!isFinite(Z))continue t}for(W=0;W<6;++W){var X=o+T[W][0],J=b+T[W][1],K=this._field[0].get(X+1,J+1),Q=this._field[1].get(X+1,J+1);Z=this._field[2].get(X+1,J+1),P=k.get(X+1,J+1,0),I=k.get(X+1,J+1,1),z=k.get(X+1,J+1,2),t.intensity&&($=t.intensity.get(X,J));var $=t.intensity?t.intensity.get(X,J):Z+this.objectOffset[2];V[q++]=X,V[q++]=J,V[q++]=K,V[q++]=Q,V[q++]=Z,V[q++]=0,V[q++]=$,V[q++]=P,V[q++]=I,V[q++]=z,D[0]=Math.min(D[0],K+this.objectOffset[0]),D[1]=Math.min(D[1],Q+this.objectOffset[1]),D[2]=Math.min(D[2],Z+this.objectOffset[2]),N=Math.min(N,$),F[0]=Math.max(F[0],K+this.objectOffset[0]),F[1]=Math.max(F[1],Q+this.objectOffset[1]),F[2]=Math.max(F[2],Z+this.objectOffset[2]),j=Math.max(j,$),H+=1}}for(t.intensityBounds&&(N=+t.intensityBounds[0],j=+t.intensityBounds[1]),o=6;o<q;o+=10)V[o]=(V[o]-N)/(j-N);this._vertexCount=H,this._coordinateBuffer.update(V.subarray(0,q)),s.freeFloat(V),s.free(k.data),this.bounds=[D,F],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===N&&this.intensityBounds[1]===j||(r=!0),this.intensityBounds=[N,j]}if(\"levels\"in t){var tt=t.levels;for(tt=Array.isArray(tt[0])?tt.slice():[[],[],tt],o=0;o<3;++o)tt[o]=tt[o].slice(),tt[o].sort((function(t,e){return t-e}));for(o=0;o<3;++o)for(b=0;b<tt[o].length;++b)tt[o][b]-=this.objectOffset[o];t:for(o=0;o<3;++o){if(tt[o].length!==this.contourLevels[o].length){r=!0;break}for(b=0;b<tt[o].length;++b)if(tt[o][b]!==this.contourLevels[o][b]){r=!0;break t}}this.contourLevels=tt}if(r){_=this._field,i=this.shape;for(var et=[],rt=0;rt<3;++rt){var nt=this.contourLevels[rt],at=[],it=[],ot=[0,0,0];for(o=0;o<nt.length;++o){var st=f(this._field[rt],nt[o]);at.push(et.length/5|0),H=0;t:for(b=0;b<st.cells.length;++b){var lt=st.cells[b];for(W=0;W<2;++W){var ct=st.positions[lt[W]],ut=ct[0],ht=0|Math.floor(ut),ft=ut-ht,pt=ct[1],dt=0|Math.floor(pt),gt=pt-dt,mt=!1;e:for(var vt=0;vt<3;++vt){ot[vt]=0;var yt=(rt+vt+1)%3;for(G=0;G<2;++G){var xt=G?ft:1-ft;for(X=0|Math.min(Math.max(ht+G,0),i[0]),Y=0;Y<2;++Y){var bt=Y?gt:1-gt;if(J=0|Math.min(Math.max(dt+Y,0),i[1]),Z=vt<2?this._field[yt].get(X,J):(this.intensity.get(X,J)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(Z)||isNaN(Z)){mt=!0;break e}var _t=xt*bt;ot[vt]+=_t*Z}}}if(mt){if(W>0){for(var wt=0;wt<5;++wt)et.pop();H-=1}continue t}et.push(ot[0],ot[1],ct[0],ct[1],ot[2]),H+=1}}it.push(H)}this._contourOffsets[rt]=at,this._contourCounts[rt]=it}var Tt=s.mallocFloat(et.length);for(o=0;o<et.length;++o)Tt[o]=et[o];this._contourBuffer.update(Tt),s.freeFloat(Tt)}t.colormap&&this._colorMap.setPixels(function(t,e){var r=u([l({colormap:t,nshades:256,format:\"rgba\"}).map((function(t,r){var n=e?function(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}(r/255,e):1;return[t[0],t[1],t[2],255*n]}))]);return c.divseq(r,255),r}(t.colormap,this.opacityscale))},S.dispose=function(){this._shader.dispose(),this._vao.dispose(),this._coordinateBuffer.dispose(),this._colorMap.dispose(),this._contourBuffer.dispose(),this._contourVAO.dispose(),this._contourShader.dispose(),this._contourPickShader.dispose(),this._dynamicBuffer.dispose(),this._dynamicVAO.dispose();for(var t=0;t<3;++t)s.freeFloat(this._field[t].data)},S.highlight=function(t){var e,r;if(!t)return this._dynamicCounts=[0,0,0],this.dyanamicLevel=[NaN,NaN,NaN],void(this.highlightLevel=[-1,-1,-1]);for(e=0;e<3;++e)this.enableHighlight[e]?this.highlightLevel[e]=t.level[e]:this.highlightLevel[e]=-1;for(r=this.snapToData?t.dataCoordinate:t.position,e=0;e<3;++e)r[e]-=this.objectOffset[e];if(this.enableDynamic[0]&&r[0]!==this.dynamicLevel[0]||this.enableDynamic[1]&&r[1]!==this.dynamicLevel[1]||this.enableDynamic[2]&&r[2]!==this.dynamicLevel[2]){for(var n=0,a=this.shape,i=s.mallocFloat(12*a[0]*a[1]),o=0;o<3;++o)if(this.enableDynamic[o]){this.dynamicLevel[o]=r[o];var l=(o+1)%3,c=(o+2)%3,u=this._field[o],h=this._field[l],p=this._field[c],d=f(u,r[o]),g=d.cells,m=d.positions;for(this._dynamicOffsets[o]=n,e=0;e<g.length;++e)for(var v=g[e],y=0;y<2;++y){var x=m[v[y]],b=+x[0],_=0|b,w=0|Math.min(_+1,a[0]),T=b-_,k=1-T,M=+x[1],A=0|M,S=0|Math.min(A+1,a[1]),E=M-A,C=1-E,L=k*C,P=k*E,I=T*C,z=T*E,O=L*h.get(_,A)+P*h.get(_,S)+I*h.get(w,A)+z*h.get(w,S),D=L*p.get(_,A)+P*p.get(_,S)+I*p.get(w,A)+z*p.get(w,S);if(isNaN(O)||isNaN(D)){y&&(n-=1);break}i[2*n+0]=O,i[2*n+1]=D,n+=1}this._dynamicCounts[o]=n-this._dynamicOffsets[o]}else this.dynamicLevel[o]=NaN,this._dynamicCounts[o]=0;this._dynamicBuffer.update(i.subarray(0,2*n)),s.freeFloat(i)}}},{\"./lib/shaders\":323,\"binary-search-bounds\":94,\"bit-twiddle\":95,colormap:128,\"gl-buffer\":254,\"gl-mat4/invert\":276,\"gl-mat4/multiply\":278,\"gl-texture2d\":326,\"gl-vao\":331,ndarray:455,\"ndarray-gradient\":446,\"ndarray-ops\":449,\"ndarray-pack\":450,\"surface-nets\":529,\"typedarray-pool\":554}],325:[function(t,e,r){\"use strict\";var n=t(\"css-font\"),a=t(\"pick-by-alias\"),i=t(\"regl\"),o=t(\"gl-util/context\"),s=t(\"es6-weak-map\"),l=t(\"color-normalize\"),c=t(\"font-atlas\"),u=t(\"typedarray-pool\"),h=t(\"parse-rect\"),f=t(\"is-plain-obj\"),p=t(\"parse-unit\"),d=t(\"to-px\"),g=t(\"detect-kerning\"),m=t(\"object-assign\"),v=t(\"font-measure\"),y=t(\"flatten-vertex-data\"),x=t(\"bit-twiddle\").nextPow2,b=new s,_=!1;if(document.body){var w=document.body.appendChild(document.createElement(\"div\"));w.style.font=\"italic small-caps bold condensed 16px/2 cursive\",getComputedStyle(w).fontStretch&&(_=!0),document.body.removeChild(w)}var T=function(t){!function(t){return\"function\"==typeof t&&t._gl&&t.prop&&t.texture&&t.buffer}(t)?this.gl=o(t):(t={regl:t},this.gl=t.regl._gl),this.shader=b.get(this.gl),this.shader?this.regl=this.shader.regl:this.regl=t.regl||i({gl:this.gl}),this.charBuffer=this.regl.buffer({type:\"uint8\",usage:\"stream\"}),this.sizeBuffer=this.regl.buffer({type:\"float\",usage:\"stream\"}),this.shader||(this.shader=this.createShader(),b.set(this.gl,this.shader)),this.batch=[],this.fontSize=[],this.font=[],this.fontAtlas=[],this.draw=this.shader.draw.bind(this),this.render=function(){this.regl._refresh(),this.draw(this.batch)},this.canvas=this.gl.canvas,this.update(f(t)?t:{})};T.prototype.createShader=function(){var t=this.regl,e=t({blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},stencil:{enable:!1},depth:{enable:!1},count:t.prop(\"count\"),offset:t.prop(\"offset\"),attributes:{charOffset:{offset:4,stride:8,buffer:t.this(\"sizeBuffer\")},width:{offset:0,stride:8,buffer:t.this(\"sizeBuffer\")},char:t.this(\"charBuffer\"),position:t.this(\"position\")},uniforms:{atlasSize:function(t,e){return[e.atlas.width,e.atlas.height]},atlasDim:function(t,e){return[e.atlas.cols,e.atlas.rows]},atlas:function(t,e){return e.atlas.texture},charStep:function(t,e){return e.atlas.step},em:function(t,e){return e.atlas.em},color:t.prop(\"color\"),opacity:t.prop(\"opacity\"),viewport:t.this(\"viewportArray\"),scale:t.this(\"scale\"),align:t.prop(\"align\"),baseline:t.prop(\"baseline\"),translate:t.this(\"translate\"),positionOffset:t.prop(\"positionOffset\")},primitive:\"points\",viewport:t.this(\"viewport\"),vert:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tattribute float width, charOffset, char;\\n\\t\\t\\tattribute vec2 position;\\n\\t\\t\\tuniform float fontSize, charStep, em, align, baseline;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform vec4 color;\\n\\t\\t\\tuniform vec2 atlasSize, atlasDim, scale, translate, positionOffset;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\t\"+(T.normalViewport?\"\":\"vec2 positionOffset = vec2(positionOffset.x,- positionOffset.y);\")+\"\\n\\n\\t\\t\\t\\tvec2 offset = floor(em * (vec2(align + charOffset, baseline)\\n\\t\\t\\t\\t\\t+ positionOffset))\\n\\t\\t\\t\\t\\t/ (viewport.zw * scale.xy);\\n\\n\\t\\t\\t\\tvec2 position = (position + translate) * scale;\\n\\t\\t\\t\\tposition += offset * scale;\\n\\n\\t\\t\\t\\t\"+(T.normalViewport?\"position.y = 1. - position.y;\":\"\")+\"\\n\\n\\t\\t\\t\\tcharCoord = position * viewport.zw + viewport.xy;\\n\\n\\t\\t\\t\\tgl_Position = vec4(position * 2. - 1., 0, 1);\\n\\n\\t\\t\\t\\tgl_PointSize = charStep;\\n\\n\\t\\t\\t\\tcharId.x = mod(char, atlasDim.x);\\n\\t\\t\\t\\tcharId.y = floor(char / atlasDim.x);\\n\\n\\t\\t\\t\\tcharWidth = width * em;\\n\\n\\t\\t\\t\\tfontColor = color / 255.;\\n\\t\\t\\t}\",frag:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tuniform sampler2D atlas;\\n\\t\\t\\tuniform float fontSize, charStep, opacity;\\n\\t\\t\\tuniform vec2 atlasSize;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\n\\t\\t\\tfloat lightness(vec4 color) {\\n\\t\\t\\t\\treturn color.r * 0.299 + color.g * 0.587 + color.b * 0.114;\\n\\t\\t\\t}\\n\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 uv = gl_FragCoord.xy - charCoord + charStep * .5;\\n\\t\\t\\t\\tfloat halfCharStep = floor(charStep * .5 + .5);\\n\\n\\t\\t\\t\\t// invert y and shift by 1px (FF expecially needs that)\\n\\t\\t\\t\\tuv.y = charStep - uv.y;\\n\\n\\t\\t\\t\\t// ignore points outside of character bounding box\\n\\t\\t\\t\\tfloat halfCharWidth = ceil(charWidth * .5);\\n\\t\\t\\t\\tif (floor(uv.x) > halfCharStep + halfCharWidth ||\\n\\t\\t\\t\\t\\tfloor(uv.x) < halfCharStep - halfCharWidth) return;\\n\\n\\t\\t\\t\\tuv += charId * charStep;\\n\\t\\t\\t\\tuv = uv / atlasSize;\\n\\n\\t\\t\\t\\tvec4 color = fontColor;\\n\\t\\t\\t\\tvec4 mask = texture2D(atlas, uv);\\n\\n\\t\\t\\t\\tfloat maskY = lightness(mask);\\n\\t\\t\\t\\t// float colorY = lightness(color);\\n\\t\\t\\t\\tcolor.a *= maskY;\\n\\t\\t\\t\\tcolor.a *= opacity;\\n\\n\\t\\t\\t\\t// color.a += .1;\\n\\n\\t\\t\\t\\t// antialiasing, see yiq color space y-channel formula\\n\\t\\t\\t\\t// color.rgb += (1. - color.rgb) * (1. - mask.rgb);\\n\\n\\t\\t\\t\\tgl_FragColor = color;\\n\\t\\t\\t}\"});return{regl:t,draw:e,atlas:{}}},T.prototype.update=function(t){var e=this;if(\"string\"==typeof t)t={text:t};else if(!t)return;null!=(t=a(t,{position:\"position positions coord coords coordinates\",font:\"font fontFace fontface typeface cssFont css-font family fontFamily\",fontSize:\"fontSize fontsize size font-size\",text:\"text texts chars characters value values symbols\",align:\"align alignment textAlign textbaseline\",baseline:\"baseline textBaseline textbaseline\",direction:\"dir direction textDirection\",color:\"color colour fill fill-color fillColor textColor textcolor\",kerning:\"kerning kern\",range:\"range dataBox\",viewport:\"vp viewport viewBox viewbox viewPort\",opacity:\"opacity alpha transparency visible visibility opaque\",offset:\"offset positionOffset padding shift indent indentation\"},!0)).opacity&&(Array.isArray(t.opacity)?this.opacity=t.opacity.map((function(t){return parseFloat(t)})):this.opacity=parseFloat(t.opacity)),null!=t.viewport&&(this.viewport=h(t.viewport),T.normalViewport&&(this.viewport.y=this.canvas.height-this.viewport.y-this.viewport.height),this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null==this.viewport&&(this.viewport={x:0,y:0,width:this.gl.drawingBufferWidth,height:this.gl.drawingBufferHeight},this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null!=t.kerning&&(this.kerning=t.kerning),null!=t.offset&&(\"number\"==typeof t.offset&&(t.offset=[t.offset,0]),this.positionOffset=y(t.offset)),t.direction&&(this.direction=t.direction),t.range&&(this.range=t.range,this.scale=[1/(t.range[2]-t.range[0]),1/(t.range[3]-t.range[1])],this.translate=[-t.range[0],-t.range[1]]),t.scale&&(this.scale=t.scale),t.translate&&(this.translate=t.translate),this.scale||(this.scale=[1/this.viewport.width,1/this.viewport.height]),this.translate||(this.translate=[0,0]),this.font.length||t.font||(t.font=T.baseFontSize+\"px sans-serif\");var r,i=!1,o=!1;if(t.font&&(Array.isArray(t.font)?t.font:[t.font]).forEach((function(t,r){if(\"string\"==typeof t)try{t=n.parse(t)}catch(e){t=n.parse(T.baseFontSize+\"px \"+t)}else t=n.parse(n.stringify(t));var a=n.stringify({size:T.baseFontSize,family:t.family,stretch:_?t.stretch:void 0,variant:t.variant,weight:t.weight,style:t.style}),s=p(t.size),l=Math.round(s[0]*d(s[1]));if(l!==e.fontSize[r]&&(o=!0,e.fontSize[r]=l),!(e.font[r]&&a==e.font[r].baseString||(i=!0,e.font[r]=T.fonts[a],e.font[r]))){var c=t.family.join(\", \"),u=[t.style];t.style!=t.variant&&u.push(t.variant),t.variant!=t.weight&&u.push(t.weight),_&&t.weight!=t.stretch&&u.push(t.stretch),e.font[r]={baseString:a,family:c,weight:t.weight,stretch:t.stretch,style:t.style,variant:t.variant,width:{},kerning:{},metrics:v(c,{origin:\"top\",fontSize:T.baseFontSize,fontStyle:u.join(\" \")})},T.fonts[a]=e.font[r]}})),(i||o)&&this.font.forEach((function(r,a){var i=n.stringify({size:e.fontSize[a],family:r.family,stretch:_?r.stretch:void 0,variant:r.variant,weight:r.weight,style:r.style});if(e.fontAtlas[a]=e.shader.atlas[i],!e.fontAtlas[a]){var o=r.metrics;e.shader.atlas[i]=e.fontAtlas[a]={fontString:i,step:2*Math.ceil(e.fontSize[a]*o.bottom*.5),em:e.fontSize[a],cols:0,rows:0,height:0,width:0,chars:[],ids:{},texture:e.regl.texture()}}null==t.text&&(t.text=e.text)})),\"string\"==typeof t.text&&t.position&&t.position.length>2){for(var s=Array(.5*t.position.length),f=0;f<s.length;f++)s[f]=t.text;t.text=s}if(null!=t.text||i){if(this.textOffsets=[0],Array.isArray(t.text)){this.count=t.text[0].length,this.counts=[this.count];for(var b=1;b<t.text.length;b++)this.textOffsets[b]=this.textOffsets[b-1]+t.text[b-1].length,this.count+=t.text[b].length,this.counts.push(t.text[b].length);this.text=t.text.join(\"\")}else this.text=t.text,this.count=this.text.length,this.counts=[this.count];r=[],this.font.forEach((function(t,n){T.atlasContext.font=t.baseString;for(var a=e.fontAtlas[n],i=0;i<e.text.length;i++){var o=e.text.charAt(i);if(null==a.ids[o]&&(a.ids[o]=a.chars.length,a.chars.push(o),r.push(o)),null==t.width[o]&&(t.width[o]=T.atlasContext.measureText(o).width/T.baseFontSize,e.kerning)){var s=[];for(var l in t.width)s.push(l+o,o+l);m(t.kerning,g(t.family,{pairs:s}))}}}))}if(t.position)if(t.position.length>2){for(var w=!t.position[0].length,k=u.mallocFloat(2*this.count),M=0,A=0;M<this.counts.length;M++){var S=this.counts[M];if(w)for(var E=0;E<S;E++)k[A++]=t.position[2*M],k[A++]=t.position[2*M+1];else for(var C=0;C<S;C++)k[A++]=t.position[M][0],k[A++]=t.position[M][1]}this.position.call?this.position({type:\"float\",data:k}):this.position=this.regl.buffer({type:\"float\",data:k}),u.freeFloat(k)}else this.position.destroy&&this.position.destroy(),this.position={constant:t.position};if(t.text||i){var L=u.mallocUint8(this.count),P=u.mallocFloat(2*this.count);this.textWidth=[];for(var I=0,z=0;I<this.counts.length;I++){for(var O=this.counts[I],D=this.font[I]||this.font[0],R=this.fontAtlas[I]||this.fontAtlas[0],F=0;F<O;F++){var B=this.text.charAt(z),N=this.text.charAt(z-1);if(L[z]=R.ids[B],P[2*z]=D.width[B],F){var j=P[2*z-2],U=P[2*z],V=P[2*z-1]+.5*j+.5*U;if(this.kerning){var q=D.kerning[N+B];q&&(V+=.001*q)}P[2*z+1]=V}else P[2*z+1]=.5*P[2*z];z++}this.textWidth.push(P.length?.5*P[2*z-2]+P[2*z-1]:0)}t.align||(t.align=this.align),this.charBuffer({data:L,type:\"uint8\",usage:\"stream\"}),this.sizeBuffer({data:P,type:\"float\",usage:\"stream\"}),u.freeUint8(L),u.freeFloat(P),r.length&&this.font.forEach((function(t,r){var n=e.fontAtlas[r],a=n.step,i=Math.floor(T.maxAtlasSize/a),o=Math.min(i,n.chars.length),s=Math.ceil(n.chars.length/o),l=x(o*a),u=x(s*a);n.width=l,n.height=u,n.rows=s,n.cols=o,n.em&&n.texture({data:c({canvas:T.atlasCanvas,font:n.fontString,chars:n.chars,shape:[l,u],step:[a,a]})})}))}if(t.align&&(this.align=t.align,this.alignOffset=this.textWidth.map((function(t,r){var n=Array.isArray(e.align)?e.align.length>1?e.align[r]:e.align[0]:e.align;if(\"number\"==typeof n)return n;switch(n){case\"right\":case\"end\":return-t;case\"center\":case\"centre\":case\"middle\":return.5*-t}return 0}))),null==this.baseline&&null==t.baseline&&(t.baseline=0),null!=t.baseline&&(this.baseline=t.baseline,Array.isArray(this.baseline)||(this.baseline=[this.baseline]),this.baselineOffset=this.baseline.map((function(t,r){var n=(e.font[r]||e.font[0]).metrics,a=0;return a+=.5*n.bottom,a+=\"number\"==typeof t?t-n.baseline:-n[t],T.normalViewport||(a*=-1),a}))),null!=t.color)if(t.color||(t.color=\"transparent\"),\"string\"!=typeof t.color&&isNaN(t.color)){var H;if(\"number\"==typeof t.color[0]&&t.color.length>this.counts.length){var G=t.color.length;H=u.mallocUint8(G);for(var Y=(t.color.subarray||t.color.slice).bind(t.color),W=0;W<G;W+=4)H.set(l(Y(W,W+4),\"uint8\"),W)}else{var Z=t.color.length;H=u.mallocUint8(4*Z);for(var X=0;X<Z;X++)H.set(l(t.color[X]||0,\"uint8\"),4*X)}this.color=H}else this.color=l(t.color,\"uint8\");if(t.position||t.text||t.color||t.baseline||t.align||t.font||t.offset||t.opacity)if(this.color.length>4||this.baselineOffset.length>1||this.align&&this.align.length>1||this.fontAtlas.length>1||this.positionOffset.length>2){var J=Math.max(.5*this.position.length||0,.25*this.color.length||0,this.baselineOffset.length||0,this.alignOffset.length||0,this.font.length||0,this.opacity.length||0,.5*this.positionOffset.length||0);this.batch=Array(J);for(var K=0;K<this.batch.length;K++)this.batch[K]={count:this.counts.length>1?this.counts[K]:this.counts[0],offset:this.textOffsets.length>1?this.textOffsets[K]:this.textOffsets[0],color:this.color?this.color.length<=4?this.color:this.color.subarray(4*K,4*K+4):[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[K]:this.opacity,baseline:null!=this.baselineOffset[K]?this.baselineOffset[K]:this.baselineOffset[0],align:this.align?null!=this.alignOffset[K]?this.alignOffset[K]:this.alignOffset[0]:0,atlas:this.fontAtlas[K]||this.fontAtlas[0],positionOffset:this.positionOffset.length>2?this.positionOffset.subarray(2*K,2*K+2):this.positionOffset}}else this.count?this.batch=[{count:this.count,offset:0,color:this.color||[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[0]:this.opacity,baseline:this.baselineOffset[0],align:this.alignOffset?this.alignOffset[0]:0,atlas:this.fontAtlas[0],positionOffset:this.positionOffset}]:this.batch=[]},T.prototype.destroy=function(){},T.prototype.kerning=!0,T.prototype.position={constant:new Float32Array(2)},T.prototype.translate=null,T.prototype.scale=null,T.prototype.font=null,T.prototype.text=\"\",T.prototype.positionOffset=[0,0],T.prototype.opacity=1,T.prototype.color=new Uint8Array([0,0,0,255]),T.prototype.alignOffset=[0,0],T.normalViewport=!1,T.maxAtlasSize=1024,T.atlasCanvas=document.createElement(\"canvas\"),T.atlasContext=T.atlasCanvas.getContext(\"2d\",{alpha:!1}),T.baseFontSize=64,T.fonts={},e.exports=T},{\"bit-twiddle\":95,\"color-normalize\":122,\"css-font\":141,\"detect-kerning\":168,\"es6-weak-map\":229,\"flatten-vertex-data\":240,\"font-atlas\":241,\"font-measure\":242,\"gl-util/context\":327,\"is-plain-obj\":426,\"object-assign\":459,\"parse-rect\":464,\"parse-unit\":466,\"pick-by-alias\":470,regl:499,\"to-px\":537,\"typedarray-pool\":554}],326:[function(t,e,r){\"use strict\";var n=t(\"ndarray\"),a=t(\"ndarray-ops\"),i=t(\"typedarray-pool\");e.exports=function(t){if(arguments.length<=1)throw new Error(\"gl-texture2d: Missing arguments for texture2d constructor\");o||c(t);if(\"number\"==typeof arguments[1])return v(t,arguments[1],arguments[2],arguments[3]||t.RGBA,arguments[4]||t.UNSIGNED_BYTE);if(Array.isArray(arguments[1]))return v(t,0|arguments[1][0],0|arguments[1][1],arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(\"object\"==typeof arguments[1]){var e=arguments[1],r=u(e)?e:e.raw;if(r)return y(t,r,0|e.width,0|e.height,arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(e.shape&&e.data&&e.stride)return x(t,e)}throw new Error(\"gl-texture2d: Invalid arguments for texture2d constructor\")};var o=null,s=null,l=null;function c(t){o=[t.LINEAR,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_NEAREST],s=[t.NEAREST,t.LINEAR,t.NEAREST_MIPMAP_NEAREST,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_LINEAR],l=[t.REPEAT,t.CLAMP_TO_EDGE,t.MIRRORED_REPEAT]}function u(t){return\"undefined\"!=typeof HTMLCanvasElement&&t instanceof HTMLCanvasElement||\"undefined\"!=typeof HTMLImageElement&&t instanceof HTMLImageElement||\"undefined\"!=typeof HTMLVideoElement&&t instanceof HTMLVideoElement||\"undefined\"!=typeof ImageData&&t instanceof ImageData}var h=function(t,e){a.muls(t,e,255)};function f(t,e,r){var n=t.gl,a=n.getParameter(n.MAX_TEXTURE_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-texture2d: Invalid texture size\");return t._shape=[e,r],t.bind(),n.texImage2D(n.TEXTURE_2D,0,t.format,e,r,0,t.format,t.type,null),t._mipLevels=[0],t}function p(t,e,r,n,a,i){this.gl=t,this.handle=e,this.format=a,this.type=i,this._shape=[r,n],this._mipLevels=[0],this._magFilter=t.NEAREST,this._minFilter=t.NEAREST,this._wrapS=t.CLAMP_TO_EDGE,this._wrapT=t.CLAMP_TO_EDGE,this._anisoSamples=1;var o=this,s=[this._wrapS,this._wrapT];Object.defineProperties(s,[{get:function(){return o._wrapS},set:function(t){return o.wrapS=t}},{get:function(){return o._wrapT},set:function(t){return o.wrapT=t}}]),this._wrapVector=s;var l=[this._shape[0],this._shape[1]];Object.defineProperties(l,[{get:function(){return o._shape[0]},set:function(t){return o.width=t}},{get:function(){return o._shape[1]},set:function(t){return o.height=t}}]),this._shapeVector=l}var d=p.prototype;function g(t,e){return 3===t.length?1===e[2]&&e[1]===t[0]*t[2]&&e[0]===t[2]:1===e[0]&&e[1]===t[0]}function m(t){var e=t.createTexture();return t.bindTexture(t.TEXTURE_2D,e),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_S,t.CLAMP_TO_EDGE),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_T,t.CLAMP_TO_EDGE),e}function v(t,e,r,n,a){var i=t.getParameter(t.MAX_TEXTURE_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-texture2d: Invalid texture shape\");if(a===t.FLOAT&&!t.getExtension(\"OES_texture_float\"))throw new Error(\"gl-texture2d: Floating point textures not supported on this platform\");var o=m(t);return t.texImage2D(t.TEXTURE_2D,0,n,e,r,0,n,a,null),new p(t,o,e,r,n,a)}function y(t,e,r,n,a,i){var o=m(t);return t.texImage2D(t.TEXTURE_2D,0,a,a,i,e),new p(t,o,r,n,a,i)}function x(t,e){var r=e.dtype,o=e.shape.slice(),s=t.getParameter(t.MAX_TEXTURE_SIZE);if(o[0]<0||o[0]>s||o[1]<0||o[1]>s)throw new Error(\"gl-texture2d: Invalid texture size\");var l=g(o,e.stride.slice()),c=0;\"float32\"===r?c=t.FLOAT:\"float64\"===r?(c=t.FLOAT,l=!1,r=\"float32\"):\"uint8\"===r?c=t.UNSIGNED_BYTE:(c=t.UNSIGNED_BYTE,l=!1,r=\"uint8\");var u,f,d=0;if(2===o.length)d=t.LUMINANCE,o=[o[0],o[1],1],e=n(e.data,o,[e.stride[0],e.stride[1],1],e.offset);else{if(3!==o.length)throw new Error(\"gl-texture2d: Invalid shape for texture\");if(1===o[2])d=t.ALPHA;else if(2===o[2])d=t.LUMINANCE_ALPHA;else if(3===o[2])d=t.RGB;else{if(4!==o[2])throw new Error(\"gl-texture2d: Invalid shape for pixel coords\");d=t.RGBA}}c!==t.FLOAT||t.getExtension(\"OES_texture_float\")||(c=t.UNSIGNED_BYTE,l=!1);var v=e.size;if(l)u=0===e.offset&&e.data.length===v?e.data:e.data.subarray(e.offset,e.offset+v);else{var y=[o[2],o[2]*o[0],1];f=i.malloc(v,r);var x=n(f,o,y,0);\"float32\"!==r&&\"float64\"!==r||c!==t.UNSIGNED_BYTE?a.assign(x,e):h(x,e),u=f.subarray(0,v)}var b=m(t);return t.texImage2D(t.TEXTURE_2D,0,d,o[0],o[1],0,d,c,u),l||i.free(f),new p(t,b,o[0],o[1],d,c)}Object.defineProperties(d,{minFilter:{get:function(){return this._minFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&&o.indexOf(t)>=0&&(e.getExtension(\"OES_texture_float_linear\")||(t=e.NEAREST)),s.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown filter mode \"+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,t),this._minFilter=t}},magFilter:{get:function(){return this._magFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&&o.indexOf(t)>=0&&(e.getExtension(\"OES_texture_float_linear\")||(t=e.NEAREST)),s.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown filter mode \"+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,t),this._magFilter=t}},mipSamples:{get:function(){return 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+       "/*!\n",
+       " * Determine if an object is a Buffer\n",
+       " *\n",
+       " * @author   Feross Aboukhadijeh <https://feross.org>\n",
+       " * @license  MIT\n",
+       " */\n",
+       "e.exports=function(t){return null!=t&&(n(t)||function(t){return\"function\"==typeof t.readFloatLE&&\"function\"==typeof t.slice&&n(t.slice(0,0))}(t)||!!t._isBuffer)}},{}],423:[function(t,e,r){\"use strict\";e.exports=\"undefined\"!=typeof navigator&&(/MSIE/.test(navigator.userAgent)||/Trident\\//.test(navigator.appVersion))},{}],424:[function(t,e,r){\"use strict\";e.exports=i,e.exports.isMobile=i,e.exports.default=i;var n=/(android|bb\\d+|meego).+mobile|avantgo|bada\\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\\/|plucker|pocket|psp|series[46]0|symbian|treo|up\\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino/i,a=/(android|bb\\d+|meego).+mobile|avantgo|bada\\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\\/|plucker|pocket|psp|series[46]0|symbian|treo|up\\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino|android|ipad|playbook|silk/i;function i(t){t||(t={});var e=t.ua;if(e||\"undefined\"==typeof navigator||(e=navigator.userAgent),e&&e.headers&&\"string\"==typeof e.headers[\"user-agent\"]&&(e=e.headers[\"user-agent\"]),\"string\"!=typeof e)return!1;var r=t.tablet?a.test(e):n.test(e);return!r&&t.tablet&&t.featureDetect&&navigator&&navigator.maxTouchPoints>1&&-1!==e.indexOf(\"Macintosh\")&&-1!==e.indexOf(\"Safari\")&&(r=!0),r}},{}],425:[function(t,e,r){\"use strict\";e.exports=function(t){var e=typeof t;return null!==t&&(\"object\"===e||\"function\"===e)}},{}],426:[function(t,e,r){\"use strict\";var n=Object.prototype.toString;e.exports=function(t){var e;return\"[object Object]\"===n.call(t)&&(null===(e=Object.getPrototypeOf(t))||e===Object.getPrototypeOf({}))}},{}],427:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e,r=t.length,n=0;n<r;n++)if(((e=t.charCodeAt(n))<9||e>13)&&32!==e&&133!==e&&160!==e&&5760!==e&&6158!==e&&(e<8192||e>8205)&&8232!==e&&8233!==e&&8239!==e&&8287!==e&&8288!==e&&12288!==e&&65279!==e)return!1;return!0}},{}],428:[function(t,e,r){\"use strict\";e.exports=function(t){return\"string\"==typeof t&&(t=t.trim(),!!(/^[mzlhvcsqta]\\s*[-+.0-9][^mlhvzcsqta]+/i.test(t)&&/[\\dz]$/i.test(t)&&t.length>4))}},{}],429:[function(t,e,r){e.exports=function(t,e,r){return t*(1-r)+e*r}},{}],430:[function(t,e,r){!function(t,n){\"object\"==typeof r&&\"undefined\"!=typeof e?e.exports=n():(t=t||self).mapboxgl=n()}(this,(function(){\"use strict\";var t,e,r;function n(n,a){if(t)if(e){var i=\"var sharedChunk = {}; (\"+t+\")(sharedChunk); (\"+e+\")(sharedChunk);\",o={};t(o),(r=a(o)).workerUrl=window.URL.createObjectURL(new Blob([i],{type:\"text/javascript\"}))}else e=a;else t=a}return n(0,(function(t){function e(t,e){return t(e={exports:{}},e.exports),e.exports}var r=n;function 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Date.now()>this._skuTokenExpiresAt},q.prototype.transformRequest=function(t,e){return this._transformRequestFn&&this._transformRequestFn(t,e)||{url:t}},q.prototype.normalizeStyleURL=function(t,e){if(!H(t))return t;var r=Z(t);return r.path=\"/styles/v1\"+r.path,this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeGlyphsURL=function(t,e){if(!H(t))return t;var r=Z(t);return r.path=\"/fonts/v1\"+r.path,this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeSourceURL=function(t,e){if(!H(t))return t;var r=Z(t);return r.path=\"/v4/\"+r.authority+\".json\",r.params.push(\"secure\"),this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeSpriteURL=function(t,e,r,n){var a=Z(t);return H(t)?(a.path=\"/styles/v1\"+a.path+\"/sprite\"+e+r,this._makeAPIURL(a,this._customAccessToken||n)):(a.path+=\"\"+e+r,X(a))},q.prototype.normalizeTileURL=function(t,e){if(this._isSkuTokenExpired()&&this._createSkuToken(),t&&!H(t))return t;var r=Z(t);r.path=r.path.replace(/(\\.(png|jpg)\\d*)(?=$)/,(R.devicePixelRatio>=2||512===e?\"@2x\":\"\")+(B.supported?\".webp\":\"$1\")),r.path=r.path.replace(/^.+\\/v4\\//,\"/\"),r.path=\"/v4\"+r.path;var n=this._customAccessToken||function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e].match(/^access_token=(.*)$/);if(n)return n[1]}return null}(r.params)||F.ACCESS_TOKEN;return F.REQUIRE_ACCESS_TOKEN&&n&&this._skuToken&&r.params.push(\"sku=\"+this._skuToken),this._makeAPIURL(r,n)},q.prototype.canonicalizeTileURL=function(t,e){var r=Z(t);if(!r.path.match(/(^\\/v4\\/)/)||!r.path.match(/\\.[\\w]+$/))return t;var n=\"mapbox://tiles/\";n+=r.path.replace(\"/v4/\",\"\");var a=r.params;return e&&(a=a.filter((function(t){return!t.match(/^access_token=/)}))),a.length&&(n+=\"?\"+a.join(\"&\")),n},q.prototype.canonicalizeTileset=function(t,e){for(var r=!!e&&H(e),n=[],a=0,i=t.tiles||[];a<i.length;a+=1){var o=i[a];Y(o)?n.push(this.canonicalizeTileURL(o,r)):n.push(o)}return 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e=t.params.length?\"?\"+t.params.join(\"&\"):\"\";return t.protocol+\"://\"+t.authority+t.path+e}function J(t){if(!t)return null;var e=t.split(\".\");if(!e||3!==e.length)return null;try{return JSON.parse(decodeURIComponent(self.atob(e[1]).split(\"\").map((function(t){return\"%\"+(\"00\"+t.charCodeAt(0).toString(16)).slice(-2)})).join(\"\")))}catch(t){return null}}var K=function(t){this.type=t,this.anonId=null,this.eventData={},this.queue=[],this.pendingRequest=null};K.prototype.getStorageKey=function(t){var e,r=J(F.ACCESS_TOKEN);return e=r&&r.u?self.btoa(encodeURIComponent(r.u).replace(/%([0-9A-F]{2})/g,(function(t,e){return String.fromCharCode(Number(\"0x\"+e))}))):F.ACCESS_TOKEN||\"\",t?\"mapbox.eventData.\"+t+\":\"+e:\"mapbox.eventData:\"+e},K.prototype.fetchEventData=function(){var t=E(\"localStorage\"),e=this.getStorageKey(),r=this.getStorageKey(\"uuid\");if(t)try{var n=self.localStorage.getItem(e);n&&(this.eventData=JSON.parse(n));var 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r=e.parse(t[1],1,Dt);if(!r)return null;var n=[],a=null;e.expectedType&&\"value\"!==e.expectedType.kind&&(a=e.expectedType);for(var i=1;i<t.length;i+=2){var o=1===i?-1/0:t[i],s=t[i+1],l=i,c=i+1;if(\"number\"!=typeof o)return e.error('Input/output pairs for \"step\" expressions must be defined using literal numeric values (not computed expressions) for the input values.',l);if(n.length&&n[n.length-1][0]>=o)return e.error('Input/output pairs for \"step\" expressions must be arranged with input values in strictly ascending order.',l);var u=e.parse(s,c,a);if(!u)return null;a=a||u.type,n.push([o,u])}return new je(a,r,n)},je.prototype.evaluate=function(t){var e=this.labels,r=this.outputs;if(1===e.length)return r[0].evaluate(t);var n=this.input.evaluate(t);if(n<=e[0])return r[0].evaluate(t);var a=e.length;return n>=e[a-1]?r[a-1].evaluate(t):r[Ne(e,n)].evaluate(t)},je.prototype.eachChild=function(t){t(this.input);for(var 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e=Xe(t.r),r=Xe(t.g),n=Xe(t.b),a=Ye((.4124564*e+.3575761*r+.1804375*n)/.95047),i=Ye((.2126729*e+.7151522*r+.072175*n)/1);return{l:116*i-16,a:500*(a-i),b:200*(i-Ye((.0193339*e+.119192*r+.9503041*n)/1.08883)),alpha:t.a}}function Ke(t){var e=(t.l+16)/116,r=isNaN(t.a)?e:e+t.a/500,n=isNaN(t.b)?e:e-t.b/200;return e=1*We(e),r=.95047*We(r),n=1.08883*We(n),new Kt(Ze(3.2404542*r-1.5371385*e-.4985314*n),Ze(-.969266*r+1.8760108*e+.041556*n),Ze(.0556434*r-.2040259*e+1.0572252*n),t.alpha)}function Qe(t,e,r){var n=e-t;return t+r*(n>180||n<-180?n-360*Math.round(n/360):n)}var $e={forward:Je,reverse:Ke,interpolate:function(t,e,r){return{l:Ue(t.l,e.l,r),a:Ue(t.a,e.a,r),b:Ue(t.b,e.b,r),alpha:Ue(t.alpha,e.alpha,r)}}},tr={forward:function(t){var e=Je(t),r=e.l,n=e.a,a=e.b,i=Math.atan2(a,n)*Ge;return{h:i<0?i+360:i,c:Math.sqrt(n*n+a*a),l:r,alpha:t.a}},reverse:function(t){var e=t.h*He,r=t.c;return Ke({l:t.l,a:Math.cos(e)*r,b:Math.sin(e)*r,alpha:t.alpha})},interpolate:function(t,e,r){return{h:Qe(t.h,e.h,r),c:Ue(t.c,e.c,r),l:Ue(t.l,e.l,r),alpha:Ue(t.alpha,e.alpha,r)}}},er=Object.freeze({__proto__:null,lab:$e,hcl:tr}),rr=function(t,e,r,n,a){this.type=t,this.operator=e,this.interpolation=r,this.input=n,this.labels=[],this.outputs=[];for(var i=0,o=a;i<o.length;i+=1){var s=o[i],l=s[1];this.labels.push(s[0]),this.outputs.push(l)}};function nr(t,e,r,n){var a=n-r,i=t-r;return 0===a?0:1===e?i/a:(Math.pow(e,i)-1)/(Math.pow(e,a)-1)}rr.interpolationFactor=function(t,e,n,a){var i=0;if(\"exponential\"===t.name)i=nr(e,t.base,n,a);else if(\"linear\"===t.name)i=nr(e,1,n,a);else if(\"cubic-bezier\"===t.name){var o=t.controlPoints;i=new r(o[0],o[1],o[2],o[3]).solve(nr(e,1,n,a))}return i},rr.parse=function(t,e){var r=t[0],n=t[1],a=t[2],i=t.slice(3);if(!Array.isArray(n)||0===n.length)return e.error(\"Expected an interpolation type expression.\",1);if(\"linear\"===n[0])n={name:\"linear\"};else if(\"exponential\"===n[0]){var o=n[1];if(\"number\"!=typeof o)return e.error(\"Exponential interpolation requires a numeric base.\",1,1);n={name:\"exponential\",base:o}}else{if(\"cubic-bezier\"!==n[0])return e.error(\"Unknown interpolation type \"+String(n[0]),1,0);var s=n.slice(1);if(4!==s.length||s.some((function(t){return\"number\"!=typeof t||t<0||t>1})))return e.error(\"Cubic bezier interpolation requires four numeric arguments with values between 0 and 1.\",1);n={name:\"cubic-bezier\",controlPoints:s}}if(t.length-1<4)return e.error(\"Expected at least 4 arguments, but found only \"+(t.length-1)+\".\");if((t.length-1)%2!=0)return e.error(\"Expected an even number of arguments.\");if(!(a=e.parse(a,2,Dt)))return null;var l=[],c=null;\"interpolate-hcl\"===r||\"interpolate-lab\"===r?c=Bt:e.expectedType&&\"value\"!==e.expectedType.kind&&(c=e.expectedType);for(var u=0;u<i.length;u+=2){var h=i[u],f=i[u+1],p=u+3,d=u+4;if(\"number\"!=typeof h)return e.error('Input/output pairs for 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i=Ne(e,n),o=rr.interpolationFactor(this.interpolation,n,e[i],e[i+1]),s=r[i].evaluate(t),l=r[i+1].evaluate(t);return\"interpolate\"===this.operator?Ve[this.type.kind.toLowerCase()](s,l,o):\"interpolate-hcl\"===this.operator?tr.reverse(tr.interpolate(tr.forward(s),tr.forward(l),o)):$e.reverse($e.interpolate($e.forward(s),$e.forward(l),o))},rr.prototype.eachChild=function(t){t(this.input);for(var e=0,r=this.outputs;e<r.length;e+=1)t(r[e])},rr.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))},rr.prototype.serialize=function(){var t;t=\"linear\"===this.interpolation.name?[\"linear\"]:\"exponential\"===this.interpolation.name?1===this.interpolation.base?[\"linear\"]:[\"exponential\",this.interpolation.base]:[\"cubic-bezier\"].concat(this.interpolation.controlPoints);for(var e=[this.operator,t,this.input.serialize()],r=0;r<this.labels.length;r++)e.push(this.labels[r],this.outputs[r].serialize());return e};var ar=function(t,e){this.type=t,this.args=e};ar.parse=function(t,e){if(t.length<2)return e.error(\"Expectected at least one argument.\");var r=null,n=e.expectedType;n&&\"value\"!==n.kind&&(r=n);for(var a=[],i=0,o=t.slice(1);i<o.length;i+=1){var s=e.parse(o[i],1+a.length,r,void 0,{typeAnnotation:\"omit\"});if(!s)return null;r=r||s.type,a.push(s)}var l=n&&a.some((function(t){return Wt(n,t.type)}));return new ar(l?jt:r,a)},ar.prototype.evaluate=function(t){for(var e,r=null,n=0,a=0,i=this.args;a<i.length&&(n++,(r=i[a].evaluate(t))&&r instanceof ee&&!r.available&&(e||(e=r.name),r=null,n===this.args.length&&(r=e)),null===r);a+=1);return r},ar.prototype.eachChild=function(t){this.args.forEach(t)},ar.prototype.outputDefined=function(){return this.args.every((function(t){return t.outputDefined()}))},ar.prototype.serialize=function(){var t=[\"coalesce\"];return this.eachChild((function(e){t.push(e.serialize())})),t};var 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t.push(this.result.serialize()),t};var or=function(t,e,r){this.type=t,this.index=e,this.input=r};or.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Dt),n=e.parse(t[2],2,Ht(e.expectedType||jt));return r&&n?new or(n.type.itemType,r,n):null},or.prototype.evaluate=function(t){var e=this.index.evaluate(t),r=this.input.evaluate(t);if(e<0)throw new se(\"Array index out of bounds: \"+e+\" < 0.\");if(e>=r.length)throw new se(\"Array index out of bounds: \"+e+\" > \"+(r.length-1)+\".\");if(e!==Math.floor(e))throw new se(\"Array index must be an integer, but found \"+e+\" instead.\");return r[e]},or.prototype.eachChild=function(t){t(this.index),t(this.input)},or.prototype.outputDefined=function(){return!1},or.prototype.serialize=function(){return[\"at\",this.index.serialize(),this.input.serialize()]};var sr=function(t,e){this.type=Ft,this.needle=t,this.haystack=e};sr.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,jt),n=e.parse(t[2],2,jt);return r&&n?Zt(r.type,[Ft,Rt,Dt,Ot,jt])?new sr(r,n):e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Gt(r.type)+\" instead\"):null},sr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!r)return!1;if(!Xt(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new se(\"Expected first argument to be of type boolean, string, number or null, but found \"+Gt(ae(e))+\" instead.\");if(!Xt(r,[\"string\",\"array\"]))throw new se(\"Expected second argument to be of type array or string, but found \"+Gt(ae(r))+\" instead.\");return r.indexOf(e)>=0},sr.prototype.eachChild=function(t){t(this.needle),t(this.haystack)},sr.prototype.outputDefined=function(){return!0},sr.prototype.serialize=function(){return[\"in\",this.needle.serialize(),this.haystack.serialize()]};var lr=function(t,e,r){this.type=Dt,this.needle=t,this.haystack=e,this.fromIndex=r};lr.parse=function(t,e){if(t.length<=2||t.length>=5)return e.error(\"Expected 3 or 4 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,jt),n=e.parse(t[2],2,jt);if(!r||!n)return null;if(!Zt(r.type,[Ft,Rt,Dt,Ot,jt]))return e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Gt(r.type)+\" instead\");if(4===t.length){var a=e.parse(t[3],3,Dt);return a?new lr(r,n,a):null}return new lr(r,n)},lr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!Xt(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new se(\"Expected first argument to be of type boolean, string, number or null, but found \"+Gt(ae(e))+\" instead.\");if(!Xt(r,[\"string\",\"array\"]))throw new se(\"Expected second argument to be of type array or string, but found \"+Gt(ae(r))+\" instead.\");if(this.fromIndex){var n=this.fromIndex.evaluate(t);return r.indexOf(e,n)}return r.indexOf(e)},lr.prototype.eachChild=function(t){t(this.needle),t(this.haystack),this.fromIndex&&t(this.fromIndex)},lr.prototype.outputDefined=function(){return!1},lr.prototype.serialize=function(){if(null!=this.fromIndex&&void 0!==this.fromIndex){var t=this.fromIndex.serialize();return[\"index-of\",this.needle.serialize(),this.haystack.serialize(),t]}return[\"index-of\",this.needle.serialize(),this.haystack.serialize()]};var cr=function(t,e,r,n,a,i){this.inputType=t,this.type=e,this.input=r,this.cases=n,this.outputs=a,this.otherwise=i};cr.parse=function(t,e){if(t.length<5)return e.error(\"Expected at least 4 arguments, but found only \"+(t.length-1)+\".\");if(t.length%2!=1)return e.error(\"Expected an even number of arguments.\");var r,n;e.expectedType&&\"value\"!==e.expectedType.kind&&(n=e.expectedType);for(var a={},i=[],o=2;o<t.length-1;o+=2){var s=t[o],l=t[o+1];Array.isArray(s)||(s=[s]);var c=e.concat(o);if(0===s.length)return c.error(\"Expected at least one branch label.\");for(var u=0,h=s;u<h.length;u+=1){var f=h[u];if(\"number\"!=typeof f&&\"string\"!=typeof f)return c.error(\"Branch labels must be numbers or strings.\");if(\"number\"==typeof f&&Math.abs(f)>Number.MAX_SAFE_INTEGER)return c.error(\"Branch labels must be integers no larger than \"+Number.MAX_SAFE_INTEGER+\".\");if(\"number\"==typeof f&&Math.floor(f)!==f)return c.error(\"Numeric branch labels must be integer values.\");if(r){if(c.checkSubtype(r,ae(f)))return null}else r=ae(f);if(void 0!==a[String(f)])return c.error(\"Branch labels must be unique.\");a[String(f)]=i.length}var p=e.parse(l,o,n);if(!p)return null;n=n||p.type,i.push(p)}var d=e.parse(t[1],1,jt);if(!d)return null;var g=e.parse(t[t.length-1],t.length-1,n);return g?\"value\"!==d.type.kind&&e.concat(1).checkSubtype(r,d.type)?null:new cr(r,n,d,a,i,g):null},cr.prototype.evaluate=function(t){var e=this.input.evaluate(t);return(ae(e)===this.inputType&&this.outputs[this.cases[e]]||this.otherwise).evaluate(t)},cr.prototype.eachChild=function(t){t(this.input),this.outputs.forEach(t),t(this.otherwise)},cr.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))&&this.otherwise.outputDefined()},cr.prototype.serialize=function(){for(var t=this,e=[\"match\",this.input.serialize()],r=[],n={},a=0,i=Object.keys(this.cases).sort();a<i.length;a+=1){var o=i[a];void 0===(h=n[this.cases[o]])?(n[this.cases[o]]=r.length,r.push([this.cases[o],[o]])):r[h][1].push(o)}for(var s=function(e){return\"number\"===t.inputType.kind?Number(e):e},l=0,c=r;l<c.length;l+=1){var u=c[l],h=u[0],f=u[1];e.push(1===f.length?s(f[0]):f.map(s)),e.push(this.outputs[outputIndex$1].serialize())}return e.push(this.otherwise.serialize()),e};var ur=function(t,e,r){this.type=t,this.branches=e,this.otherwise=r};ur.parse=function(t,e){if(t.length<4)return e.error(\"Expected at least 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hr=function(t,e,r,n){this.type=t,this.input=e,this.beginIndex=r,this.endIndex=n};function fr(t,e){return\"==\"===t||\"!=\"===t?\"boolean\"===e.kind||\"string\"===e.kind||\"number\"===e.kind||\"null\"===e.kind||\"value\"===e.kind:\"string\"===e.kind||\"number\"===e.kind||\"value\"===e.kind}function pr(t,e,r,n){return 0===n.compare(e,r)}function dr(t,e,r){var n=\"==\"!==t&&\"!=\"!==t;return function(){function a(t,e,r){this.type=Ft,this.lhs=t,this.rhs=e,this.collator=r,this.hasUntypedArgument=\"value\"===t.type.kind||\"value\"===e.type.kind}return a.parse=function(t,e){if(3!==t.length&&4!==t.length)return e.error(\"Expected two or three arguments.\");var r=t[0],i=e.parse(t[1],1,jt);if(!i)return null;if(!fr(r,i.type))return e.concat(1).error('\"'+r+\"\\\" comparisons are not supported for type '\"+Gt(i.type)+\"'.\");var o=e.parse(t[2],2,jt);if(!o)return null;if(!fr(r,o.type))return e.concat(2).error('\"'+r+\"\\\" comparisons are not supported for type 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this._warningHistory[t.message]||(this._warningHistory[t.message]=!0,\"undefined\"!=typeof console&&console.warn(t.message)),this._defaultValue}};var Hr=function(t,e){this.kind=t,this._styleExpression=e,this.isStateDependent=\"constant\"!==t&&!De(e.expression)};Hr.prototype.evaluateWithoutErrorHandling=function(t,e,r,n,a,i){return this._styleExpression.evaluateWithoutErrorHandling(t,e,r,n,a,i)},Hr.prototype.evaluate=function(t,e,r,n,a,i){return this._styleExpression.evaluate(t,e,r,n,a,i)};var Gr=function(t,e,r,n){this.kind=t,this.zoomStops=r,this._styleExpression=e,this.isStateDependent=\"camera\"!==t&&!De(e.expression),this.interpolationType=n};function Yr(t,e){if(\"error\"===(t=qr(t,e)).result)return t;var r=t.value.expression,n=Oe(r);if(!n&&!Lr(e))return Cr([new It(\"\",\"data expressions not supported\")]);var a=Re(r,[\"zoom\"]);if(!a&&!Pr(e))return Cr([new It(\"\",\"zoom expressions not supported\")]);var i=function t(e){var r=null;if(e instanceof ir)r=t(e.result);else if(e 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this._styleExpression.evaluateWithoutErrorHandling(t,e,r,n,a,i)},Gr.prototype.evaluate=function(t,e,r,n,a,i){return this._styleExpression.evaluate(t,e,r,n,a,i)},Gr.prototype.interpolationFactor=function(t,e,r){return this.interpolationType?rr.interpolationFactor(this.interpolationType,t,e,r):0};var Wr=function(t,e){this._parameters=t,this._specification=e,Ct(this,function t(e,r){var n,a,i,o=\"color\"===r.type,s=e.stops&&\"object\"==typeof e.stops[0][0],l=s||!(s||void 0!==e.property),c=e.type||(Ir(r)?\"exponential\":\"interval\");if(o&&((e=Ct({},e)).stops&&(e.stops=e.stops.map((function(t){return[t[0],Kt.parse(t[1])]}))),e.default=Kt.parse(e.default?e.default:r.default)),e.colorSpace&&\"rgb\"!==e.colorSpace&&!er[e.colorSpace])throw new Error(\"Unknown color space: \"+e.colorSpace);if(\"exponential\"===c)n=Nr;else if(\"interval\"===c)n=Br;else if(\"categorical\"===c){n=Fr,a=Object.create(null);for(var u=0,h=e.stops;u<h.length;u+=1){var f=h[u];a[f[0]]=f[1]}i=typeof 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s=o&&o.properties?o.properties[e.property]:void 0;return void 0===s?Rr(e.default,r.default):n(e,r,s,a,i)}}}(this._parameters,this._specification))};function Zr(t){var e=t.key,r=t.value,n=t.valueSpec||{},a=t.objectElementValidators||{},i=t.style,o=t.styleSpec,s=[],l=zr(r);if(\"object\"!==l)return[new St(e,r,\"object expected, \"+l+\" found\")];for(var c in r){var u=c.split(\".\")[0],h=n[u]||n[\"*\"],f=void 0;if(a[u])f=a[u];else if(n[u])f=bn;else if(a[\"*\"])f=a[\"*\"];else{if(!n[\"*\"]){s.push(new St(e,r[c],'unknown property \"'+c+'\"'));continue}f=bn}s=s.concat(f({key:(e?e+\".\":e)+c,value:r[c],valueSpec:h,style:i,styleSpec:o,object:r,objectKey:c},r))}for(var p in n)a[p]||n[p].required&&void 0===n[p].default&&void 0===r[p]&&s.push(new St(e,r,'missing required property \"'+p+'\"'));return s}function Xr(t){var e=t.value,r=t.valueSpec,n=t.style,a=t.styleSpec,i=t.key,o=t.arrayElementValidator||bn;if(\"array\"!==zr(e))return[new St(i,e,\"array expected, \"+zr(e)+\" found\")];if(r.length&&e.length!==r.length)return[new St(i,e,\"array length \"+r.length+\" expected, length \"+e.length+\" found\")];if(r[\"min-length\"]&&e.length<r[\"min-length\"])return[new St(i,e,\"array length at least \"+r[\"min-length\"]+\" expected, length \"+e.length+\" found\")];var s={type:r.value,values:r.values};a.$version<7&&(s.function=r.function),\"object\"===zr(r.value)&&(s=r.value);for(var l=[],c=0;c<e.length;c++)l=l.concat(o({array:e,arrayIndex:c,value:e[c],valueSpec:s,style:n,styleSpec:a,key:i+\"[\"+c+\"]\"}));return l}function Jr(t){var e=t.key,r=t.value,n=t.valueSpec,a=zr(r);return\"number\"===a&&r!=r&&(a=\"NaN\"),\"number\"!==a?[new St(e,r,\"number expected, \"+a+\" found\")]:\"minimum\"in n&&r<n.minimum?[new St(e,r,r+\" is less than the minimum value \"+n.minimum)]:\"maximum\"in n&&r>n.maximum?[new St(e,r,r+\" is greater than the maximum value \"+n.maximum)]:[]}function Kr(t){var e,r,n,a=t.valueSpec,i=Lt(t.value.type),o={},s=\"categorical\"!==i&&void 0===t.value.property,l=!s,c=\"array\"===zr(t.value.stops)&&\"array\"===zr(t.value.stops[0])&&\"object\"===zr(t.value.stops[0][0]),u=Zr({key:t.key,value:t.value,valueSpec:t.styleSpec.function,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{stops:function(t){if(\"identity\"===i)return[new St(t.key,t.value,'identity function may not have a \"stops\" property')];var e=[],r=t.value;return e=e.concat(Xr({key:t.key,value:r,valueSpec:t.valueSpec,style:t.style,styleSpec:t.styleSpec,arrayElementValidator:h})),\"array\"===zr(r)&&0===r.length&&e.push(new St(t.key,r,\"array must have at least one stop\")),e},default:function(t){return bn({key:t.key,value:t.value,valueSpec:a,style:t.style,styleSpec:t.styleSpec})}}});return\"identity\"===i&&s&&u.push(new St(t.key,t.value,'missing required property \"property\"')),\"identity\"===i||t.value.stops||u.push(new St(t.key,t.value,'missing required property \"stops\"')),\"exponential\"===i&&t.valueSpec.expression&&!Ir(t.valueSpec)&&u.push(new St(t.key,t.value,\"exponential functions not supported\")),t.styleSpec.$version>=8&&(l&&!Lr(t.valueSpec)?u.push(new St(t.key,t.value,\"property functions not supported\")):s&&!Pr(t.valueSpec)&&u.push(new St(t.key,t.value,\"zoom functions not supported\"))),\"categorical\"!==i&&!c||void 0!==t.value.property||u.push(new St(t.key,t.value,'\"property\" property is required')),u;function h(t){var e=[],i=t.value,s=t.key;if(\"array\"!==zr(i))return[new St(s,i,\"array expected, \"+zr(i)+\" found\")];if(2!==i.length)return[new St(s,i,\"array length 2 expected, length \"+i.length+\" found\")];if(c){if(\"object\"!==zr(i[0]))return[new St(s,i,\"object expected, \"+zr(i[0])+\" found\")];if(void 0===i[0].zoom)return[new St(s,i,\"object stop key must have zoom\")];if(void 0===i[0].value)return[new St(s,i,\"object stop key must have value\")];if(n&&n>Lt(i[0].zoom))return[new St(s,i[0].zoom,\"stop zoom values must appear in ascending order\")];Lt(i[0].zoom)!==n&&(n=Lt(i[0].zoom),r=void 0,o={}),e=e.concat(Zr({key:s+\"[0]\",value:i[0],valueSpec:{zoom:{}},style:t.style,styleSpec:t.styleSpec,objectElementValidators:{zoom:Jr,value:f}}))}else e=e.concat(f({key:s+\"[0]\",value:i[0],valueSpec:{},style:t.style,styleSpec:t.styleSpec},i));return Vr(Pt(i[1]))?e.concat([new St(s+\"[1]\",i[1],\"expressions are not allowed in function stops.\")]):e.concat(bn({key:s+\"[1]\",value:i[1],valueSpec:a,style:t.style,styleSpec:t.styleSpec}))}function f(t,n){var s=zr(t.value),l=Lt(t.value),c=null!==t.value?t.value:n;if(e){if(s!==e)return[new St(t.key,c,s+\" stop domain type must match previous stop domain type \"+e)]}else e=s;if(\"number\"!==s&&\"string\"!==s&&\"boolean\"!==s)return[new St(t.key,c,\"stop domain value must be a number, string, or boolean\")];if(\"number\"!==s&&\"categorical\"!==i){var u=\"number expected, \"+s+\" found\";return Lr(a)&&void 0===i&&(u+='\\nIf you intended to use a categorical function, specify `\"type\": \"categorical\"`.'),[new St(t.key,c,u)]}return\"categorical\"!==i||\"number\"!==s||isFinite(l)&&Math.floor(l)===l?\"categorical\"!==i&&\"number\"===s&&void 0!==r&&l<r?[new St(t.key,c,\"stop domain values must appear in ascending order\")]:(r=l,\"categorical\"===i&&l in o?[new St(t.key,c,\"stop domain values must be unique\")]:(o[l]=!0,[])):[new St(t.key,c,\"integer expected, found \"+l)]}}function Qr(t){var e=(\"property\"===t.expressionContext?Yr:qr)(Pt(t.value),t.valueSpec);if(\"error\"===e.result)return e.value.map((function(e){return new St(\"\"+t.key+e.key,t.value,e.message)}));var r=e.value.expression||e.value._styleExpression.expression;if(\"property\"===t.expressionContext&&\"text-font\"===t.propertyKey&&!r.outputDefined())return[new St(t.key,t.value,'Invalid data expression for \"'+t.propertyKey+'\". Output values must be contained as literals within the expression.')];if(\"property\"===t.expressionContext&&\"layout\"===t.propertyType&&!De(r))return[new St(t.key,t.value,'\"feature-state\" data expressions are not supported with layout properties.')];if(\"filter\"===t.expressionContext&&!De(r))return[new St(t.key,t.value,'\"feature-state\" data expressions are not supported with filters.')];if(t.expressionContext&&0===t.expressionContext.indexOf(\"cluster\")){if(!Re(r,[\"zoom\",\"feature-state\"]))return[new St(t.key,t.value,'\"zoom\" and \"feature-state\" expressions are not supported with cluster properties.')];if(\"cluster-initial\"===t.expressionContext&&!Oe(r))return[new St(t.key,t.value,\"Feature data expressions are not supported with initial expression part of cluster properties.\")]}return[]}function $r(t){var e=t.key,r=t.value,n=t.valueSpec,a=[];return Array.isArray(n.values)?-1===n.values.indexOf(Lt(r))&&a.push(new St(e,r,\"expected one of [\"+n.values.join(\", \")+\"], \"+JSON.stringify(r)+\" found\")):-1===Object.keys(n.values).indexOf(Lt(r))&&a.push(new St(e,r,\"expected one of [\"+Object.keys(n.values).join(\", \")+\"], \"+JSON.stringify(r)+\" found\")),a}function tn(t){if(!0===t||!1===t)return!0;if(!Array.isArray(t)||0===t.length)return!1;switch(t[0]){case\"has\":return t.length>=2&&\"$id\"!==t[1]&&\"$type\"!==t[1];case\"in\":return t.length>=3&&(\"string\"!=typeof t[1]||Array.isArray(t[2]));case\"!in\":case\"!has\":case\"none\":return!1;case\"==\":case\"!=\":case\">\":case\">=\":case\"<\":case\"<=\":return 3!==t.length||Array.isArray(t[1])||Array.isArray(t[2]);case\"any\":case\"all\":for(var e=0,r=t.slice(1);e<r.length;e+=1){var n=r[e];if(!tn(n)&&\"boolean\"!=typeof n)return!1}return!0;default:return!0}}Wr.deserialize=function(t){return new Wr(t._parameters,t._specification)},Wr.serialize=function(t){return{_parameters:t._parameters,_specification:t._specification}};var en={type:\"boolean\",default:!1,transition:!1,\"property-type\":\"data-driven\",expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]}};function rn(t){if(null==t)return{filter:function(){return!0},needGeometry:!1};tn(t)||(t=an(t));var e=qr(t,en);if(\"error\"===e.result)throw new Error(e.value.map((function(t){return t.key+\": \"+t.message})).join(\", \"));return{filter:function(t,r,n){return e.value.evaluate(t,r,{},n)},needGeometry:Array.isArray(t)&&0!==t.length&&\"within\"===t[0]}}function nn(t,e){return t<e?-1:t>e?1:0}function an(t){if(!t)return!0;var e,r=t[0];return t.length<=1?\"any\"!==r:\"==\"===r?on(t[1],t[2],\"==\"):\"!=\"===r?cn(on(t[1],t[2],\"==\")):\"<\"===r||\">\"===r||\"<=\"===r||\">=\"===r?on(t[1],t[2],r):\"any\"===r?(e=t.slice(1),[\"any\"].concat(e.map(an))):\"all\"===r?[\"all\"].concat(t.slice(1).map(an)):\"none\"===r?[\"all\"].concat(t.slice(1).map(an).map(cn)):\"in\"===r?sn(t[1],t.slice(2)):\"!in\"===r?cn(sn(t[1],t.slice(2))):\"has\"===r?ln(t[1]):\"!has\"!==r||cn(ln(t[1]))}function on(t,e,r){switch(t){case\"$type\":return[\"filter-type-\"+r,e];case\"$id\":return[\"filter-id-\"+r,e];default:return[\"filter-\"+r,t,e]}}function sn(t,e){if(0===e.length)return!1;switch(t){case\"$type\":return[\"filter-type-in\",[\"literal\",e]];case\"$id\":return[\"filter-id-in\",[\"literal\",e]];default:return e.length>200&&!e.some((function(t){return typeof t!=typeof e[0]}))?[\"filter-in-large\",t,[\"literal\",e.sort(nn)]]:[\"filter-in-small\",t,[\"literal\",e]]}}function ln(t){switch(t){case\"$type\":return!0;case\"$id\":return[\"filter-has-id\"];default:return[\"filter-has\",t]}}function cn(t){return[\"!\",t]}function un(t){return tn(Pt(t.value))?Qr(Ct({},t,{expressionContext:\"filter\",valueSpec:{value:\"boolean\"}})):function t(e){var r=e.value,n=e.key;if(\"array\"!==zr(r))return[new St(n,r,\"array expected, \"+zr(r)+\" found\")];var a,i=e.styleSpec,o=[];if(r.length<1)return[new St(n,r,\"filter array must have at least 1 element\")];switch(o=o.concat($r({key:n+\"[0]\",value:r[0],valueSpec:i.filter_operator,style:e.style,styleSpec:e.styleSpec})),Lt(r[0])){case\"<\":case\"<=\":case\">\":case\">=\":r.length>=2&&\"$type\"===Lt(r[1])&&o.push(new St(n,r,'\"$type\" cannot be use with operator \"'+r[0]+'\"'));case\"==\":case\"!=\":3!==r.length&&o.push(new St(n,r,'filter array for operator \"'+r[0]+'\" must have 3 elements'));case\"in\":case\"!in\":r.length>=2&&\"string\"!==(a=zr(r[1]))&&o.push(new St(n+\"[1]\",r[1],\"string expected, \"+a+\" found\"));for(var s=2;s<r.length;s++)a=zr(r[s]),\"$type\"===Lt(r[1])?o=o.concat($r({key:n+\"[\"+s+\"]\",value:r[s],valueSpec:i.geometry_type,style:e.style,styleSpec:e.styleSpec})):\"string\"!==a&&\"number\"!==a&&\"boolean\"!==a&&o.push(new St(n+\"[\"+s+\"]\",r[s],\"string, number, or boolean expected, \"+a+\" found\"));break;case\"any\":case\"all\":case\"none\":for(var l=1;l<r.length;l++)o=o.concat(t({key:n+\"[\"+l+\"]\",value:r[l],style:e.style,styleSpec:e.styleSpec}));break;case\"has\":case\"!has\":a=zr(r[1]),2!==r.length?o.push(new St(n,r,'filter array for \"'+r[0]+'\" operator must have 2 elements')):\"string\"!==a&&o.push(new St(n+\"[1]\",r[1],\"string expected, \"+a+\" found\"))}return o}(t)}function hn(t,e){var r=t.key,n=t.style,a=t.styleSpec,i=t.value,o=t.objectKey,s=a[e+\"_\"+t.layerType];if(!s)return[];var l=o.match(/^(.*)-transition$/);if(\"paint\"===e&&l&&s[l[1]]&&s[l[1]].transition)return bn({key:r,value:i,valueSpec:a.transition,style:n,styleSpec:a});var c,u=t.valueSpec||s[o];if(!u)return[new St(r,i,'unknown property \"'+o+'\"')];if(\"string\"===zr(i)&&Lr(u)&&!u.tokens&&(c=/^{([^}]+)}$/.exec(i)))return[new St(r,i,'\"'+o+'\" does not support interpolation syntax\\nUse an identity property function instead: `{ \"type\": \"identity\", \"property\": '+JSON.stringify(c[1])+\" }`.\")];var h=[];return\"symbol\"===t.layerType&&(\"text-field\"===o&&n&&!n.glyphs&&h.push(new St(r,i,'use of \"text-field\" requires a style \"glyphs\" property')),\"text-font\"===o&&Or(Pt(i))&&\"identity\"===Lt(i.type)&&h.push(new St(r,i,'\"text-font\" does not support identity functions'))),h.concat(bn({key:t.key,value:i,valueSpec:u,style:n,styleSpec:a,expressionContext:\"property\",propertyType:e,propertyKey:o}))}function fn(t){return hn(t,\"paint\")}function pn(t){return hn(t,\"layout\")}function dn(t){var e=[],r=t.value,n=t.key,a=t.style,i=t.styleSpec;r.type||r.ref||e.push(new St(n,r,'either \"type\" or \"ref\" is required'));var o,s=Lt(r.type),l=Lt(r.ref);if(r.id)for(var c=Lt(r.id),u=0;u<t.arrayIndex;u++){var h=a.layers[u];Lt(h.id)===c&&e.push(new St(n,r.id,'duplicate layer id \"'+r.id+'\", previously used at line '+h.id.__line__))}if(\"ref\"in r)[\"type\",\"source\",\"source-layer\",\"filter\",\"layout\"].forEach((function(t){t in r&&e.push(new St(n,r[t],'\"'+t+'\" is prohibited for ref layers'))})),a.layers.forEach((function(t){Lt(t.id)===l&&(o=t)})),o?o.ref?e.push(new St(n,r.ref,\"ref cannot reference another ref layer\")):s=Lt(o.type):e.push(new St(n,r.ref,'ref layer \"'+l+'\" not found'));else if(\"background\"!==s)if(r.source){var f=a.sources&&a.sources[r.source],p=f&&Lt(f.type);f?\"vector\"===p&&\"raster\"===s?e.push(new St(n,r.source,'layer \"'+r.id+'\" requires a raster source')):\"raster\"===p&&\"raster\"!==s?e.push(new St(n,r.source,'layer \"'+r.id+'\" requires a vector source')):\"vector\"!==p||r[\"source-layer\"]?\"raster-dem\"===p&&\"hillshade\"!==s?e.push(new St(n,r.source,\"raster-dem source 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Zr({layer:r,key:t.key,value:t.value,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(t){return fn(Ct({layerType:s},t))}}})}}}))}function gn(t){var e=t.value,r=t.key,n=zr(e);return\"string\"!==n?[new St(r,e,\"string expected, \"+n+\" found\")]:[]}var mn={promoteId:function(t){var e=t.key,r=t.value;if(\"string\"===zr(r))return gn({key:e,value:r});var n=[];for(var a in r)n.push.apply(n,gn({key:e+\".\"+a,value:r[a]}));return n}};function vn(t){var e=t.value,r=t.key,n=t.styleSpec,a=t.style;if(!e.type)return[new St(r,e,'\"type\" is required')];var i,o=Lt(e.type);switch(o){case\"vector\":case\"raster\":case\"raster-dem\":return Zr({key:r,value:e,valueSpec:n[\"source_\"+o.replace(\"-\",\"_\")],style:t.style,styleSpec:n,objectElementValidators:mn});case\"geojson\":if(i=Zr({key:r,value:e,valueSpec:n.source_geojson,style:a,styleSpec:n,objectElementValidators:mn}),e.cluster)for(var s in e.clusterProperties){var l=e.clusterProperties[s],c=l[0],u=\"string\"==typeof 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0===this.fadeDuration?1:Math.min((this.now-this.zoomHistory.lastIntegerZoomTime)/this.fadeDuration,1)},aa.prototype.getCrossfadeParameters=function(){var t=this.zoom,e=t-Math.floor(t),r=this.crossFadingFactor();return t>this.zoomHistory.lastIntegerZoom?{fromScale:2,toScale:1,t:e+(1-e)*r}:{fromScale:.5,toScale:1,t:1-(1-r)*e}};var ia=function(t,e){this.property=t,this.value=e,this.expression=function(t,e){if(Or(t))return new Wr(t,e);if(Vr(t)){var r=Yr(t,e);if(\"error\"===r.result)throw new Error(r.value.map((function(t){return t.key+\": \"+t.message})).join(\", \"));return r.value}var n=t;return\"string\"==typeof t&&\"color\"===e.type&&(n=Kt.parse(t)),{kind:\"constant\",evaluate:function(){return n}}}(void 0===e?t.specification.default:e,t.specification)};ia.prototype.isDataDriven=function(){return\"source\"===this.expression.kind||\"composite\"===this.expression.kind},ia.prototype.possiblyEvaluate=function(t,e,r){return this.property.possiblyEvaluate(this,t,e,r)};var oa=function(t){this.property=t,this.value=new ia(t,void 0)};oa.prototype.transitioned=function(t,e){return new la(this.property,this.value,e,u({},t.transition,this.transition),t.now)},oa.prototype.untransitioned=function(){return new la(this.property,this.value,null,{},0)};var sa=function(t){this._properties=t,this._values=Object.create(t.defaultTransitionablePropertyValues)};sa.prototype.getValue=function(t){return x(this._values[t].value.value)},sa.prototype.setValue=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new oa(this._values[t].property)),this._values[t].value=new ia(this._values[t].property,null===e?void 0:x(e))},sa.prototype.getTransition=function(t){return x(this._values[t].transition)},sa.prototype.setTransition=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new oa(this._values[t].property)),this._values[t].transition=x(e)||void 0},sa.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],a=this.getValue(n);void 0!==a&&(t[n]=a);var i=this.getTransition(n);void 0!==i&&(t[n+\"-transition\"]=i)}return t},sa.prototype.transitioned=function(t,e){for(var r=new ca(this._properties),n=0,a=Object.keys(this._values);n<a.length;n+=1){var i=a[n];r._values[i]=this._values[i].transitioned(t,e._values[i])}return r},sa.prototype.untransitioned=function(){for(var t=new ca(this._properties),e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e];t._values[n]=this._values[n].untransitioned()}return t};var la=function(t,e,r,n,a){this.property=t,this.value=e,this.begin=a+n.delay||0,this.end=this.begin+n.duration||0,t.specification.transition&&(n.delay||n.duration)&&(this.prior=r)};la.prototype.possiblyEvaluate=function(t,e,r){var n=t.now||0,a=this.value.possiblyEvaluate(t,e,r),i=this.prior;if(i){if(n>this.end)return this.prior=null,a;if(this.value.isDataDriven())return this.prior=null,a;if(n<this.begin)return i.possiblyEvaluate(t,e,r);var o=(n-this.begin)/(this.end-this.begin);return this.property.interpolate(i.possiblyEvaluate(t,e,r),a,function(t){if(t<=0)return 0;if(t>=1)return 1;var e=t*t,r=e*t;return 4*(t<.5?r:3*(t-e)+r-.75)}(o))}return a};var ca=function(t){this._properties=t,this._values=Object.create(t.defaultTransitioningPropertyValues)};ca.prototype.possiblyEvaluate=function(t,e){for(var r=new fa(this._properties),n=0,a=Object.keys(this._values);n<a.length;n+=1){var i=a[n];r._values[i]=this._values[i].possiblyEvaluate(t,e)}return r},ca.prototype.hasTransition=function(){for(var t=0,e=Object.keys(this._values);t<e.length;t+=1)if(this._values[e[t]].prior)return!0;return!1};var ua=function(t){this._properties=t,this._values=Object.create(t.defaultPropertyValues)};ua.prototype.getValue=function(t){return x(this._values[t].value)},ua.prototype.setValue=function(t,e){this._values[t]=new ia(this._values[t].property,null===e?void 0:x(e))},ua.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],a=this.getValue(n);void 0!==a&&(t[n]=a)}return t},ua.prototype.possiblyEvaluate=function(t,e){for(var r=new fa(this._properties),n=0,a=Object.keys(this._values);n<a.length;n+=1){var i=a[n];r._values[i]=this._values[i].possiblyEvaluate(t,e)}return r};var ha=function(t,e,r){this.property=t,this.value=e,this.parameters=r};ha.prototype.isConstant=function(){return\"constant\"===this.value.kind},ha.prototype.constantOr=function(t){return\"constant\"===this.value.kind?this.value.value:t},ha.prototype.evaluate=function(t,e,r,n){return this.property.evaluate(this.value,this.parameters,t,e,r,n)};var fa=function(t){this._properties=t,this._values=Object.create(t.defaultPossiblyEvaluatedValues)};fa.prototype.get=function(t){return this._values[t]};var pa=function(t){this.specification=t};pa.prototype.possiblyEvaluate=function(t,e){return t.expression.evaluate(e)},pa.prototype.interpolate=function(t,e,r){var n=Ve[this.specification.type];return n?n(t,e,r):t};var da=function(t,e){this.specification=t,this.overrides=e};da.prototype.possiblyEvaluate=function(t,e,r,n){return new ha(this,\"constant\"===t.expression.kind||\"camera\"===t.expression.kind?{kind:\"constant\",value:t.expression.evaluate(e,null,{},r,n)}:t.expression,e)},da.prototype.interpolate=function(t,e,r){if(\"constant\"!==t.value.kind||\"constant\"!==e.value.kind)return t;if(void 0===t.value.value||void 0===e.value.value)return new ha(this,{kind:\"constant\",value:void 0},t.parameters);var n=Ve[this.specification.type];return n?new ha(this,{kind:\"constant\",value:n(t.value.value,e.value.value,r)},t.parameters):t},da.prototype.evaluate=function(t,e,r,n,a,i){return\"constant\"===t.kind?t.value:t.evaluate(e,r,n,a,i)};var ga=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0===t.value)return new ha(this,{kind:\"constant\",value:void 0},e);if(\"constant\"===t.expression.kind){var a=t.expression.evaluate(e,null,{},r,n),i=\"resolvedImage\"===t.property.specification.type&&\"string\"!=typeof a?a.name:a,o=this._calculate(i,i,i,e);return new ha(this,{kind:\"constant\",value:o},e)}if(\"camera\"===t.expression.kind){var s=this._calculate(t.expression.evaluate({zoom:e.zoom-1}),t.expression.evaluate({zoom:e.zoom}),t.expression.evaluate({zoom:e.zoom+1}),e);return new ha(this,{kind:\"constant\",value:s},e)}return new ha(this,t.expression,e)},e.prototype.evaluate=function(t,e,r,n,a,i){if(\"source\"===t.kind){var o=t.evaluate(e,r,n,a,i);return this._calculate(o,o,o,e)}return\"composite\"===t.kind?this._calculate(t.evaluate({zoom:Math.floor(e.zoom)-1},r,n),t.evaluate({zoom:Math.floor(e.zoom)},r,n),t.evaluate({zoom:Math.floor(e.zoom)+1},r,n),e):t.value},e.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},e.prototype.interpolate=function(t){return t},e}(da),ma=function(t){this.specification=t};ma.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0!==t.value){if(\"constant\"===t.expression.kind){var a=t.expression.evaluate(e,null,{},r,n);return this._calculate(a,a,a,e)}return this._calculate(t.expression.evaluate(new aa(Math.floor(e.zoom-1),e)),t.expression.evaluate(new aa(Math.floor(e.zoom),e)),t.expression.evaluate(new aa(Math.floor(e.zoom+1),e)),e)}},ma.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},ma.prototype.interpolate=function(t){return t};var va=function(t){this.specification=t};va.prototype.possiblyEvaluate=function(t,e,r,n){return!!t.expression.evaluate(e,null,{},r,n)},va.prototype.interpolate=function(){return!1};var ya=function(t){for(var e in this.properties=t,this.defaultPropertyValues={},this.defaultTransitionablePropertyValues={},this.defaultTransitioningPropertyValues={},this.defaultPossiblyEvaluatedValues={},this.overridableProperties=[],t){var r=t[e];r.specification.overridable&&this.overridableProperties.push(e);var n=this.defaultPropertyValues[e]=new ia(r,void 0),a=this.defaultTransitionablePropertyValues[e]=new oa(r);this.defaultTransitioningPropertyValues[e]=a.untransitioned(),this.defaultPossiblyEvaluatedValues[e]=n.possiblyEvaluate({})}};Dn(\"DataDrivenProperty\",da),Dn(\"DataConstantProperty\",pa),Dn(\"CrossFadedDataDrivenProperty\",ga),Dn(\"CrossFadedProperty\",ma),Dn(\"ColorRampProperty\",va);var xa=function(t){function e(e,r){if(t.call(this),this.id=e.id,this.type=e.type,this._featureFilter={filter:function(){return!0},needGeometry:!1},\"custom\"!==e.type&&(this.metadata=(e=e).metadata,this.minzoom=e.minzoom,this.maxzoom=e.maxzoom,\"background\"!==e.type&&(this.source=e.source,this.sourceLayer=e[\"source-layer\"],this.filter=e.filter),r.layout&&(this._unevaluatedLayout=new ua(r.layout)),r.paint)){for(var n in this._transitionablePaint=new sa(r.paint),e.paint)this.setPaintProperty(n,e.paint[n],{validate:!1});for(var a in e.layout)this.setLayoutProperty(a,e.layout[a],{validate:!1});this._transitioningPaint=this._transitionablePaint.untransitioned()}}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getCrossfadeParameters=function(){return this._crossfadeParameters},e.prototype.getLayoutProperty=function(t){return\"visibility\"===t?this.visibility:this._unevaluatedLayout.getValue(t)},e.prototype.setLayoutProperty=function(t,e,r){void 0===r&&(r={}),null!=e&&this._validate(En,\"layers.\"+this.id+\".layout.\"+t,t,e,r)||(\"visibility\"!==t?this._unevaluatedLayout.setValue(t,e):this.visibility=e)},e.prototype.getPaintProperty=function(t){return m(t,\"-transition\")?this._transitionablePaint.getTransition(t.slice(0,-\"-transition\".length)):this._transitionablePaint.getValue(t)},e.prototype.setPaintProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e&&this._validate(Sn,\"layers.\"+this.id+\".paint.\"+t,t,e,r))return!1;if(m(t,\"-transition\"))return this._transitionablePaint.setTransition(t.slice(0,-\"-transition\".length),e||void 0),!1;var n=this._transitionablePaint._values[t],a=\"cross-faded-data-driven\"===n.property.specification[\"property-type\"],i=n.value.isDataDriven(),o=n.value;this._transitionablePaint.setValue(t,e),this._handleSpecialPaintPropertyUpdate(t);var s=this._transitionablePaint._values[t].value;return s.isDataDriven()||i||a||this._handleOverridablePaintPropertyUpdate(t,o,s)},e.prototype._handleSpecialPaintPropertyUpdate=function(t){},e.prototype._handleOverridablePaintPropertyUpdate=function(t,e,r){return!1},e.prototype.isHidden=function(t){return!!(this.minzoom&&t<this.minzoom)||!!(this.maxzoom&&t>=this.maxzoom)||\"none\"===this.visibility},e.prototype.updateTransitions=function(t){this._transitioningPaint=this._transitionablePaint.transitioned(t,this._transitioningPaint)},e.prototype.hasTransition=function(){return this._transitioningPaint.hasTransition()},e.prototype.recalculate=function(t,e){t.getCrossfadeParameters&&(this._crossfadeParameters=t.getCrossfadeParameters()),this._unevaluatedLayout&&(this.layout=this._unevaluatedLayout.possiblyEvaluate(t,e)),this.paint=this._transitioningPaint.possiblyEvaluate(t,e)},e.prototype.serialize=function(){var t={id:this.id,type:this.type,source:this.source,\"source-layer\":this.sourceLayer,metadata:this.metadata,minzoom:this.minzoom,maxzoom:this.maxzoom,filter:this.filter,layout:this._unevaluatedLayout&&this._unevaluatedLayout.serialize(),paint:this._transitionablePaint&&this._transitionablePaint.serialize()};return this.visibility&&(t.layout=t.layout||{},t.layout.visibility=this.visibility),y(t,(function(t,e){return!(void 0===t||\"layout\"===e&&!Object.keys(t).length||\"paint\"===e&&!Object.keys(t).length)}))},e.prototype._validate=function(t,e,r,n,a){return void 0===a&&(a={}),(!a||!1!==a.validate)&&Cn(this,t.call(Mn,{key:e,layerType:this.type,objectKey:r,value:n,styleSpec:At,style:{glyphs:!0,sprite:!0}}))},e.prototype.is3D=function(){return!1},e.prototype.isTileClipped=function(){return!1},e.prototype.hasOffscreenPass=function(){return!1},e.prototype.resize=function(){},e.prototype.isStateDependent=function(){for(var t in this.paint._values){var e=this.paint.get(t);if(e instanceof ha&&Lr(e.property.specification)&&(\"source\"===e.value.kind||\"composite\"===e.value.kind)&&e.value.isStateDependent)return!0}return!1},e}(Mt),ba={Int8:Int8Array,Uint8:Uint8Array,Int16:Int16Array,Uint16:Uint16Array,Int32:Int32Array,Uint32:Uint32Array,Float32:Float32Array},_a=function(t,e){this._structArray=t,this._pos1=e*this.size,this._pos2=this._pos1/2,this._pos4=this._pos1/4,this._pos8=this._pos1/8},wa=function(){this.isTransferred=!1,this.capacity=-1,this.resize(0)};function Ta(t,e){void 0===e&&(e=1);var r=0,n=0;return{members:t.map((function(t){var a=ba[t.type].BYTES_PER_ELEMENT,i=r=ka(r,Math.max(e,a)),o=t.components||1;return n=Math.max(n,a),r+=a*o,{name:t.name,type:t.type,components:o,offset:i}})),size:ka(r,Math.max(n,e)),alignment:e}}function ka(t,e){return Math.ceil(t/e)*e}wa.serialize=function(t,e){return t._trim(),e&&(t.isTransferred=!0,e.push(t.arrayBuffer)),{length:t.length,arrayBuffer:t.arrayBuffer}},wa.deserialize=function(t){var e=Object.create(this.prototype);return e.arrayBuffer=t.arrayBuffer,e.length=t.length,e.capacity=t.arrayBuffer.byteLength/e.bytesPerElement,e._refreshViews(),e},wa.prototype._trim=function(){this.length!==this.capacity&&(this.capacity=this.length,this.arrayBuffer=this.arrayBuffer.slice(0,this.length*this.bytesPerElement),this._refreshViews())},wa.prototype.clear=function(){this.length=0},wa.prototype.resize=function(t){this.reserve(t),this.length=t},wa.prototype.reserve=function(t){if(t>this.capacity){this.capacity=Math.max(t,Math.floor(5*this.capacity),128),this.arrayBuffer=new ArrayBuffer(this.capacity*this.bytesPerElement);var e=this.uint8;this._refreshViews(),e&&this.uint8.set(e)}},wa.prototype._refreshViews=function(){throw new Error(\"_refreshViews() must be implemented by each concrete StructArray layout\")};var Ma=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.int16[n+0]=e,this.int16[n+1]=r,t},e}(wa);Ma.prototype.bytesPerElement=4,Dn(\"StructArrayLayout2i4\",Ma);var Aa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var a=this.length;return this.resize(a+1),this.emplace(a,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,a){var i=4*t;return this.int16[i+0]=e,this.int16[i+1]=r,this.int16[i+2]=n,this.int16[i+3]=a,t},e}(wa);Aa.prototype.bytesPerElement=8,Dn(\"StructArrayLayout4i8\",Aa);var Sa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,a,i){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,a,i)},e.prototype.emplace=function(t,e,r,n,a,i,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=a,this.int16[s+4]=i,this.int16[s+5]=o,t},e}(wa);Sa.prototype.bytesPerElement=12,Dn(\"StructArrayLayout2i4i12\",Sa);var Ea=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,a,i){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,a,i)},e.prototype.emplace=function(t,e,r,n,a,i,o){var 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e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,a,i,o,s,l,c,u,h){var f=this.length;return this.resize(f+1),this.emplace(f,t,e,r,n,a,i,o,s,l,c,u,h)},e.prototype.emplace=function(t,e,r,n,a,i,o,s,l,c,u,h,f){var p=12*t;return this.int16[p+0]=e,this.int16[p+1]=r,this.int16[p+2]=n,this.int16[p+3]=a,this.uint16[p+4]=i,this.uint16[p+5]=o,this.uint16[p+6]=s,this.uint16[p+7]=l,this.int16[p+8]=c,this.int16[p+9]=u,this.int16[p+10]=h,this.int16[p+11]=f,t},e}(wa);La.prototype.bytesPerElement=24,Dn(\"StructArrayLayout4i4ui4i24\",La);var Pa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var a=3*t;return this.float32[a+0]=e,this.float32[a+1]=r,this.float32[a+2]=n,t},e}(wa);Pa.prototype.bytesPerElement=12,Dn(\"StructArrayLayout3f12\",Pa);var Ia=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){return this.uint32[1*t+0]=e,t},e}(wa);Ia.prototype.bytesPerElement=4,Dn(\"StructArrayLayout1ul4\",Ia);var za=function(t){function e(){t.apply(this,arguments)}return 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ja=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){return this.float32[1*t+0]=e,t},e}(wa);ja.prototype.bytesPerElement=4,Dn(\"StructArrayLayout1f4\",ja);var Ua=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var a=3*t;return 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e.ids=t.ids,e.positions=t.positions,e.indexed=!0,e};var fi=Math.pow(2,53)-1;function pi(t){var e=+t;return!isNaN(e)&&e<=fi?e:ci(String(t))}function di(t,e,r){var n=t[e];t[e]=t[r],t[r]=n}Dn(\"FeaturePositionMap\",hi);var gi=function(t,e){this.gl=t.gl,this.location=e},mi=function(t){function e(e,r){t.call(this,e,r),this.current=0}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){this.current!==t&&(this.current=t,this.gl.uniform1i(this.location,t))},e}(gi),vi=function(t){function e(e,r){t.call(this,e,r),this.current=0}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){this.current!==t&&(this.current=t,this.gl.uniform1f(this.location,t))},e}(gi),yi=function(t){function e(e,r){t.call(this,e,r),this.current=[0,0]}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){t[0]===this.current[0]&&t[1]===this.current[1]||(this.current=t,this.gl.uniform2f(this.location,t[0],t[1]))},e}(gi),xi=function(t){function e(e,r){t.call(this,e,r),this.current=[0,0,0]}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){t[0]===this.current[0]&&t[1]===this.current[1]&&t[2]===this.current[2]||(this.current=t,this.gl.uniform3f(this.location,t[0],t[1],t[2]))},e}(gi),bi=function(t){function e(e,r){t.call(this,e,r),this.current=[0,0,0,0]}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){t[0]===this.current[0]&&t[1]===this.current[1]&&t[2]===this.current[2]&&t[3]===this.current[3]||(this.current=t,this.gl.uniform4f(this.location,t[0],t[1],t[2],t[3]))},e}(gi),_i=function(t){function e(e,r){t.call(this,e,r),this.current=Kt.transparent}return 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Mi=function(t,e,r){this.value=t,this.uniformNames=e.map((function(t){return\"u_\"+t})),this.type=r};Mi.prototype.setUniform=function(t,e,r){t.set(r.constantOr(this.value))},Mi.prototype.getBinding=function(t,e,r){return\"color\"===this.type?new _i(t,e):new vi(t,e)};var Ai=function(t,e){this.uniformNames=e.map((function(t){return\"u_\"+t})),this.patternFrom=null,this.patternTo=null,this.pixelRatioFrom=1,this.pixelRatioTo=1};Ai.prototype.setConstantPatternPositions=function(t,e){this.pixelRatioFrom=e.pixelRatio,this.pixelRatioTo=t.pixelRatio,this.patternFrom=e.tlbr,this.patternTo=t.tlbr},Ai.prototype.setUniform=function(t,e,r,n){var a=\"u_pattern_to\"===n?this.patternTo:\"u_pattern_from\"===n?this.patternFrom:\"u_pixel_ratio_to\"===n?this.pixelRatioTo:\"u_pixel_ratio_from\"===n?this.pixelRatioFrom:null;a&&t.set(a)},Ai.prototype.getBinding=function(t,e,r){return\"u_pattern\"===r.substr(0,9)?new bi(t,e):new vi(t,e)};var Si=function(t,e,r,n){this.expression=t,this.type=r,this.maxValue=0,this.paintVertexAttributes=e.map((function(t){return{name:\"a_\"+t,type:\"Float32\",components:\"color\"===r?2:1,offset:0}})),this.paintVertexArray=new n};Si.prototype.populatePaintArray=function(t,e,r,n,a){var i=this.paintVertexArray.length,o=this.expression.evaluate(new aa(0),e,{},n,[],a);this.paintVertexArray.resize(t),this._setPaintValue(i,t,o)},Si.prototype.updatePaintArray=function(t,e,r,n){var a=this.expression.evaluate({zoom:0},r,n);this._setPaintValue(t,e,a)},Si.prototype._setPaintValue=function(t,e,r){if(\"color\"===this.type)for(var n=ki(r),a=t;a<e;a++)this.paintVertexArray.emplace(a,n[0],n[1]);else{for(var i=t;i<e;i++)this.paintVertexArray.emplace(i,r);this.maxValue=Math.max(this.maxValue,Math.abs(r))}},Si.prototype.upload=function(t){this.paintVertexArray&&this.paintVertexArray.arrayBuffer&&(this.paintVertexBuffer&&this.paintVertexBuffer.buffer?this.paintVertexBuffer.updateData(this.paintVertexArray):this.paintVertexBuffer=t.createVertexBuffer(this.paintVertexArray,this.paintVertexAttributes,this.expression.isStateDependent))},Si.prototype.destroy=function(){this.paintVertexBuffer&&this.paintVertexBuffer.destroy()};var Ei=function(t,e,r,n,a,i){this.expression=t,this.uniformNames=e.map((function(t){return\"u_\"+t+\"_t\"})),this.type=r,this.useIntegerZoom=n,this.zoom=a,this.maxValue=0,this.paintVertexAttributes=e.map((function(t){return{name:\"a_\"+t,type:\"Float32\",components:\"color\"===r?4:2,offset:0}})),this.paintVertexArray=new i};Ei.prototype.populatePaintArray=function(t,e,r,n,a){var i=this.expression.evaluate(new aa(this.zoom),e,{},n,[],a),o=this.expression.evaluate(new aa(this.zoom+1),e,{},n,[],a),s=this.paintVertexArray.length;this.paintVertexArray.resize(t),this._setPaintValue(s,t,i,o)},Ei.prototype.updatePaintArray=function(t,e,r,n){var a=this.expression.evaluate({zoom:this.zoom},r,n),i=this.expression.evaluate({zoom:this.zoom+1},r,n);this._setPaintValue(t,e,a,i)},Ei.prototype._setPaintValue=function(t,e,r,n){if(\"color\"===this.type)for(var a=ki(r),i=ki(n),o=t;o<e;o++)this.paintVertexArray.emplace(o,a[0],a[1],i[0],i[1]);else{for(var s=t;s<e;s++)this.paintVertexArray.emplace(s,r,n);this.maxValue=Math.max(this.maxValue,Math.abs(r),Math.abs(n))}},Ei.prototype.upload=function(t){this.paintVertexArray&&this.paintVertexArray.arrayBuffer&&(this.paintVertexBuffer&&this.paintVertexBuffer.buffer?this.paintVertexBuffer.updateData(this.paintVertexArray):this.paintVertexBuffer=t.createVertexBuffer(this.paintVertexArray,this.paintVertexAttributes,this.expression.isStateDependent))},Ei.prototype.destroy=function(){this.paintVertexBuffer&&this.paintVertexBuffer.destroy()},Ei.prototype.setUniform=function(t,e){var r=this.useIntegerZoom?Math.floor(e.zoom):e.zoom,n=l(this.expression.interpolationFactor(r,this.zoom,this.zoom+1),0,1);t.set(n)},Ei.prototype.getBinding=function(t,e,r){return new vi(t,e)};var Ci=function(t,e,r,n,a,i){this.expression=t,this.type=e,this.useIntegerZoom=r,this.zoom=n,this.layerId=i,this.zoomInPaintVertexArray=new a,this.zoomOutPaintVertexArray=new a};Ci.prototype.populatePaintArray=function(t,e,r){var n=this.zoomInPaintVertexArray.length;this.zoomInPaintVertexArray.resize(t),this.zoomOutPaintVertexArray.resize(t),this._setPaintValues(n,t,e.patterns&&e.patterns[this.layerId],r)},Ci.prototype.updatePaintArray=function(t,e,r,n,a){this._setPaintValues(t,e,r.patterns&&r.patterns[this.layerId],a)},Ci.prototype._setPaintValues=function(t,e,r,n){if(n&&r){var a=n[r.min],i=n[r.mid],o=n[r.max];if(a&&i&&o)for(var s=t;s<e;s++)this.zoomInPaintVertexArray.emplace(s,i.tl[0],i.tl[1],i.br[0],i.br[1],a.tl[0],a.tl[1],a.br[0],a.br[1],i.pixelRatio,a.pixelRatio),this.zoomOutPaintVertexArray.emplace(s,i.tl[0],i.tl[1],i.br[0],i.br[1],o.tl[0],o.tl[1],o.br[0],o.br[1],i.pixelRatio,o.pixelRatio)}},Ci.prototype.upload=function(t){this.zoomInPaintVertexArray&&this.zoomInPaintVertexArray.arrayBuffer&&this.zoomOutPaintVertexArray&&this.zoomOutPaintVertexArray.arrayBuffer&&(this.zoomInPaintVertexBuffer=t.createVertexBuffer(this.zoomInPaintVertexArray,oi.members,this.expression.isStateDependent),this.zoomOutPaintVertexBuffer=t.createVertexBuffer(this.zoomOutPaintVertexArray,oi.members,this.expression.isStateDependent))},Ci.prototype.destroy=function(){this.zoomOutPaintVertexBuffer&&this.zoomOutPaintVertexBuffer.destroy(),this.zoomInPaintVertexBuffer&&this.zoomInPaintVertexBuffer.destroy()};var Li=function(t,e,r,n){this.binders={},this.layoutAttributes=n,this._buffers=[];var a=[];for(var i in t.paint._values)if(r(i)){var o=t.paint.get(i);if(o instanceof ha&&Lr(o.property.specification)){var s=Ii(i,t.type),l=o.value,c=o.property.specification.type,u=o.property.useIntegerZoom,h=o.property.specification[\"property-type\"],f=\"cross-faded\"===h||\"cross-faded-data-driven\"===h;if(\"constant\"===l.kind)this.binders[i]=f?new Ai(l.value,s):new Mi(l.value,s,c),a.push(\"/u_\"+i);else if(\"source\"===l.kind||f){var p=zi(i,c,\"source\");this.binders[i]=f?new Ci(l,c,u,e,p,t.id):new Si(l,s,c,p),a.push(\"/a_\"+i)}else{var d=zi(i,c,\"composite\");this.binders[i]=new Ei(l,s,c,u,e,d),a.push(\"/z_\"+i)}}}this.cacheKey=a.sort().join(\"\")};Li.prototype.getMaxValue=function(t){var e=this.binders[t];return e instanceof Si||e instanceof Ei?e.maxValue:0},Li.prototype.populatePaintArrays=function(t,e,r,n,a){for(var i in this.binders){var o=this.binders[i];(o instanceof Si||o instanceof Ei||o instanceof Ci)&&o.populatePaintArray(t,e,r,n,a)}},Li.prototype.setConstantPatternPositions=function(t,e){for(var r in this.binders){var n=this.binders[r];n instanceof Ai&&n.setConstantPatternPositions(t,e)}},Li.prototype.updatePaintArrays=function(t,e,r,n,a){var i=!1;for(var o in t)for(var s=0,l=e.getPositions(o);s<l.length;s+=1){var c=l[s],u=r.feature(c.index);for(var h in this.binders){var f=this.binders[h];if((f instanceof Si||f instanceof Ei||f instanceof Ci)&&!0===f.expression.isStateDependent){var p=n.paint.get(h);f.expression=p.value,f.updatePaintArray(c.start,c.end,u,t[o],a),i=!0}}}return i},Li.prototype.defines=function(){var t=[];for(var e in this.binders){var r=this.binders[e];(r instanceof Mi||r instanceof Ai)&&t.push.apply(t,r.uniformNames.map((function(t){return\"#define HAS_UNIFORM_\"+t})))}return t},Li.prototype.getPaintVertexBuffers=function(){return this._buffers},Li.prototype.getUniforms=function(t,e){var r=[];for(var n in this.binders){var a=this.binders[n];if(a instanceof Mi||a instanceof Ai||a instanceof Ei)for(var i=0,o=a.uniformNames;i<o.length;i+=1){var s=o[i];if(e[s]){var l=a.getBinding(t,e[s],s);r.push({name:s,property:n,binding:l})}}}return r},Li.prototype.setUniforms=function(t,e,r,n){for(var a=0,i=e;a<i.length;a+=1){var o=i[a],s=o.name,l=o.property;this.binders[l].setUniform(o.binding,n,r.get(l),s)}},Li.prototype.updatePaintBuffers=function(t){for(var e in this._buffers=[],this.binders){var r=this.binders[e];if(t&&r instanceof Ci){var n=2===t.fromScale?r.zoomInPaintVertexBuffer:r.zoomOutPaintVertexBuffer;n&&this._buffers.push(n)}else(r instanceof Si||r instanceof Ei)&&r.paintVertexBuffer&&this._buffers.push(r.paintVertexBuffer)}},Li.prototype.upload=function(t){for(var e in this.binders){var r=this.binders[e];(r instanceof Si||r instanceof Ei||r instanceof Ci)&&r.upload(t)}this.updatePaintBuffers()},Li.prototype.destroy=function(){for(var t in this.binders){var e=this.binders[t];(e instanceof Si||e instanceof Ei||e instanceof Ci)&&e.destroy()}};var Pi=function(t,e,r,n){void 0===n&&(n=function(){return!0}),this.programConfigurations={};for(var a=0,i=e;a<i.length;a+=1){var o=i[a];this.programConfigurations[o.id]=new Li(o,r,n,t)}this.needsUpload=!1,this._featureMap=new hi,this._bufferOffset=0};function Ii(t,e){return{\"text-opacity\":[\"opacity\"],\"icon-opacity\":[\"opacity\"],\"text-color\":[\"fill_color\"],\"icon-color\":[\"fill_color\"],\"text-halo-color\":[\"halo_color\"],\"icon-halo-color\":[\"halo_color\"],\"text-halo-blur\":[\"halo_blur\"],\"icon-halo-blur\":[\"halo_blur\"],\"text-halo-width\":[\"halo_width\"],\"icon-halo-width\":[\"halo_width\"],\"line-gap-width\":[\"gapwidth\"],\"line-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-extrusion-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"]}[t]||[t.replace(e+\"-\",\"\").replace(/-/g,\"_\")]}function zi(t,e,r){var n={color:{source:Ga,composite:Ya},number:{source:ja,composite:Ga}},a=function(t){return{\"line-pattern\":{source:Ca,composite:Ca},\"fill-pattern\":{source:Ca,composite:Ca},\"fill-extrusion-pattern\":{source:Ca,composite:Ca}}[t]}(t);return a&&a[r]||n[e][r]}Pi.prototype.populatePaintArrays=function(t,e,r,n,a,i){for(var o in this.programConfigurations)this.programConfigurations[o].populatePaintArrays(t,e,n,a,i);void 0!==e.id&&this._featureMap.add(e.id,r,this._bufferOffset,t),this._bufferOffset=t,this.needsUpload=!0},Pi.prototype.updatePaintArrays=function(t,e,r,n){for(var a=0,i=r;a<i.length;a+=1){var o=i[a];this.needsUpload=this.programConfigurations[o.id].updatePaintArrays(t,this._featureMap,e,o,n)||this.needsUpload}},Pi.prototype.get=function(t){return this.programConfigurations[t]},Pi.prototype.upload=function(t){if(this.needsUpload){for(var e in this.programConfigurations)this.programConfigurations[e].upload(t);this.needsUpload=!1}},Pi.prototype.destroy=function(){for(var t in 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2:for(n=0;n<l.length;n++)u(l[n]);break;case 3:for(l=function(t){var e=t.length;if(e<=1)return[t];for(var r,n,a=[],i=0;i<e;i++){var o=us(t[i]);0!==o&&(void 0===n&&(n=o<0),n===o<0?(r&&a.push(r),r=[t[i]]):r.push(t[i]))}return r&&a.push(r),a}(l),n=0;n<l.length;n++)for(a=0;a<l[n].length;a++)u(l[n][a])}1===l.length?l=l[0]:c=\"Multi\"+c;var f={type:\"Feature\",geometry:{type:c,coordinates:l},properties:this.properties};return\"id\"in this&&(f.id=this.id),f};var hs=fs;function fs(t,e){this.version=1,this.name=null,this.extent=4096,this.length=0,this._pbf=t,this._keys=[],this._values=[],this._features=[],t.readFields(ps,this,e),this.length=this._features.length}function ps(t,e,r){15===t?e.version=r.readVarint():1===t?e.name=r.readString():5===t?e.extent=r.readVarint():2===t?e._features.push(r.pos):3===t?e._keys.push(r.readString()):4===t&&e._values.push(function(t){for(var e=null,r=t.readVarint()+t.pos;t.pos<r;){var n=t.readVarint()>>3;e=1===n?t.readString():2===n?t.readFloat():3===n?t.readDouble():4===n?t.readVarint64():5===n?t.readVarint():6===n?t.readSVarint():7===n?t.readBoolean():null}return e}(r))}function ds(t,e,r){if(3===t){var n=new hs(r,r.readVarint()+r.pos);n.length&&(e[n.name]=n)}}fs.prototype.feature=function(t){if(t<0||t>=this._features.length)throw new Error(\"feature index out of bounds\");this._pbf.pos=this._features[t];var e=this._pbf.readVarint()+this._pbf.pos;return new ss(this._pbf,e,this.extent,this._keys,this._values)};var gs={VectorTile:function(t,e){this.layers=t.readFields(ds,{},e)},VectorTileFeature:ss,VectorTileLayer:hs},ms=gs.VectorTileFeature.types,vs=Math.pow(2,13);function ys(t,e,r,n,a,i,o,s){t.emplaceBack(e,r,2*Math.floor(n*vs)+o,a*vs*2,i*vs*2,Math.round(s))}var xs=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new Sa,this.indexArray=new Fa,this.programConfigurations=new Pi(os,t.layers,t.zoom),this.segments=new ai,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function bs(t,e){return t.x===e.x&&(t.x<0||t.x>8192)||t.y===e.y&&(t.y<0||t.y>8192)}xs.prototype.populate=function(t,e,r){this.features=[],this.hasPattern=ts(\"fill-extrusion\",this.layers,e);for(var n=0,a=t;n<a.length;n+=1){var i=a[n],o=i.feature,s=i.id,l=i.index,c=i.sourceLayerIndex,u=this.layers[0]._featureFilter.needGeometry,h={type:o.type,id:s,properties:o.properties,geometry:u?Di(o):[]};if(this.layers[0]._featureFilter.filter(new aa(this.zoom),h,r)){var f={id:s,sourceLayerIndex:c,index:l,geometry:u?h.geometry:Di(o),properties:o.properties,type:o.type,patterns:{}};void 0!==o.id&&(f.id=o.id),this.hasPattern?this.features.push(es(\"fill-extrusion\",this.layers,f,this.zoom,e)):this.addFeature(f,f.geometry,l,r,{}),e.featureIndex.insert(o,f.geometry,l,c,this.index,!0)}}},xs.prototype.addFeatures=function(t,e,r){for(var n=0,a=this.features;n<a.length;n+=1){var i=a[n];this.addFeature(i,i.geometry,i.index,e,r)}},xs.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},xs.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},xs.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},xs.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,os),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},xs.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},xs.prototype.addFeature=function(t,e,r,n,a){for(var i=0,o=Qo(e,500);i<o.length;i+=1){for(var s=o[i],l=0,c=0,u=s;c<u.length;c+=1)l+=u[c].length;for(var h=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray),f=0,p=s;f<p.length;f+=1){var d=p[f];if(0!==d.length&&!((I=d).every((function(t){return t.x<0}))||I.every((function(t){return t.x>8192}))||I.every((function(t){return t.y<0}))||I.every((function(t){return t.y>8192}))))for(var g=0,m=0;m<d.length;m++){var v=d[m];if(m>=1){var y=d[m-1];if(!bs(v,y)){h.vertexLength+4>ai.MAX_VERTEX_ARRAY_LENGTH&&(h=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray));var x=v.sub(y)._perp()._unit(),b=y.dist(v);g+b>32768&&(g=0),ys(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,0,g),ys(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,1,g),ys(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,0,g+=b),ys(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,1,g);var _=h.vertexLength;this.indexArray.emplaceBack(_,_+2,_+1),this.indexArray.emplaceBack(_+1,_+2,_+3),h.vertexLength+=4,h.primitiveLength+=2}}}}if(h.vertexLength+l>ai.MAX_VERTEX_ARRAY_LENGTH&&(h=this.segments.prepareSegment(l,this.layoutVertexArray,this.indexArray)),\"Polygon\"===ms[t.type]){for(var w=[],T=[],k=h.vertexLength,M=0,A=s;M<A.length;M+=1){var S=A[M];if(0!==S.length){S!==s[0]&&T.push(w.length/2);for(var E=0;E<S.length;E++){var C=S[E];ys(this.layoutVertexArray,C.x,C.y,0,0,1,1,0),w.push(C.x),w.push(C.y)}}}for(var L=_o(w,T),P=0;P<L.length;P+=3)this.indexArray.emplaceBack(k+L[P],k+L[P+2],k+L[P+1]);h.primitiveLength+=L.length/3,h.vertexLength+=l}}var I;this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,a,n)},Dn(\"FillExtrusionBucket\",xs,{omit:[\"layers\",\"features\"]});var _s={paint:new ya({\"fill-extrusion-opacity\":new pa(At[\"paint_fill-extrusion\"][\"fill-extrusion-opacity\"]),\"fill-extrusion-color\":new da(At[\"paint_fill-extrusion\"][\"fill-extrusion-color\"]),\"fill-extrusion-translate\":new pa(At[\"paint_fill-extrusion\"][\"fill-extrusion-translate\"]),\"fill-extrusion-translate-anchor\":new pa(At[\"paint_fill-extrusion\"][\"fill-extrusion-translate-anchor\"]),\"fill-extrusion-pattern\":new ga(At[\"paint_fill-extrusion\"][\"fill-extrusion-pattern\"]),\"fill-extrusion-height\":new da(At[\"paint_fill-extrusion\"][\"fill-extrusion-height\"]),\"fill-extrusion-base\":new da(At[\"paint_fill-extrusion\"][\"fill-extrusion-base\"]),\"fill-extrusion-vertical-gradient\":new pa(At[\"paint_fill-extrusion\"][\"fill-extrusion-vertical-gradient\"])})},ws=function(t){function e(e){t.call(this,e,_s)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.createBucket=function(t){return new xs(t)},e.prototype.queryRadius=function(){return Ji(this.paint.get(\"fill-extrusion-translate\"))},e.prototype.is3D=function(){return!0},e.prototype.queryIntersectsFeature=function(t,e,r,n,i,o,s,l){var c=Ki(t,this.paint.get(\"fill-extrusion-translate\"),this.paint.get(\"fill-extrusion-translate-anchor\"),o.angle,s),u=this.paint.get(\"fill-extrusion-height\").evaluate(e,r),h=this.paint.get(\"fill-extrusion-base\").evaluate(e,r),f=function(t,e,r,n){for(var i=[],o=0,s=t;o<s.length;o+=1){var l=s[o],c=[l.x,l.y,0,1];io(c,c,e),i.push(new a(c[0]/c[3],c[1]/c[3]))}return i}(c,l),p=function(t,e,r,n){for(var i=[],o=[],s=n[8]*e,l=n[9]*e,c=n[10]*e,u=n[11]*e,h=n[8]*r,f=n[9]*r,p=n[10]*r,d=n[11]*r,g=0,m=t;g<m.length;g+=1){for(var v=[],y=[],x=0,b=m[g];x<b.length;x+=1){var _=b[x],w=_.x,T=_.y,k=n[0]*w+n[4]*T+n[12],M=n[1]*w+n[5]*T+n[13],A=n[2]*w+n[6]*T+n[14],S=n[3]*w+n[7]*T+n[15],E=A+c,C=S+u,L=k+h,P=M+f,I=A+p,z=S+d,O=new a((k+s)/C,(M+l)/C);O.z=E/C,v.push(O);var D=new a(L/z,P/z);D.z=I/z,y.push(D)}i.push(v),o.push(y)}return[i,o]}(n,h,u,l);return function(t,e,r){var n=1/0;ji(r,e)&&(n=ks(r,e[0]));for(var a=0;a<e.length;a++)for(var i=e[a],o=t[a],s=0;s<i.length-1;s++){var l=i[s],c=[l,i[s+1],o[s+1],o[s],l];Bi(r,c)&&(n=Math.min(n,ks(r,c)))}return n!==1/0&&n}(p[0],p[1],f)},e}(xa);function Ts(t,e){return t.x*e.x+t.y*e.y}function ks(t,e){if(1===t.length){for(var r,n=0,a=e[n++];!r||a.equals(r);)if(!(r=e[n++]))return 1/0;for(;n<e.length;n++){var i=e[n],o=t[0],s=r.sub(a),l=i.sub(a),c=o.sub(a),u=Ts(s,s),h=Ts(s,l),f=Ts(l,l),p=Ts(c,s),d=Ts(c,l),g=u*f-h*h,m=(f*p-h*d)/g,v=(u*d-h*p)/g,y=a.z*(1-m-v)+r.z*m+i.z*v;if(isFinite(y))return y}return 1/0}for(var x=1/0,b=0,_=e;b<_.length;b+=1)x=Math.min(x,_[b].z);return x}var Ms=Ta([{name:\"a_pos_normal\",components:2,type:\"Int16\"},{name:\"a_data\",components:4,type:\"Uint8\"}],4).members,As=gs.VectorTileFeature.types,Ss=Math.cos(Math.PI/180*37.5),Es=Math.pow(2,14)/.5,Cs=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.patternFeatures=[],this.layoutVertexArray=new Ea,this.indexArray=new Fa,this.programConfigurations=new Pi(Ms,t.layers,t.zoom),this.segments=new ai,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};Cs.prototype.populate=function(t,e,r){this.hasPattern=ts(\"line\",this.layers,e);for(var n=this.layers[0].layout.get(\"line-sort-key\"),a=[],i=0,o=t;i<o.length;i+=1){var s=o[i],l=s.feature,c=s.id,u=s.index,h=s.sourceLayerIndex,f=this.layers[0]._featureFilter.needGeometry,p={type:l.type,id:c,properties:l.properties,geometry:f?Di(l):[]};if(this.layers[0]._featureFilter.filter(new aa(this.zoom),p,r)){f||(p.geometry=Di(l));var d=n?n.evaluate(p,{},r):void 0;a.push({id:c,properties:l.properties,type:l.type,sourceLayerIndex:h,index:u,geometry:p.geometry,patterns:{},sortKey:d})}}n&&a.sort((function(t,e){return t.sortKey-e.sortKey}));for(var g=0,m=a;g<m.length;g+=1){var v=m[g],y=v.geometry,x=v.index,b=v.sourceLayerIndex;if(this.hasPattern){var _=es(\"line\",this.layers,v,this.zoom,e);this.patternFeatures.push(_)}else this.addFeature(v,y,x,r,{});e.featureIndex.insert(t[x].feature,y,x,b,this.index)}},Cs.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},Cs.prototype.addFeatures=function(t,e,r){for(var n=0,a=this.patternFeatures;n<a.length;n+=1){var i=a[n];this.addFeature(i,i.geometry,i.index,e,r)}},Cs.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},Cs.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},Cs.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Ms),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},Cs.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},Cs.prototype.addFeature=function(t,e,r,n,a){for(var i=this.layers[0].layout,o=i.get(\"line-join\").evaluate(t,{}),s=i.get(\"line-cap\"),l=i.get(\"line-miter-limit\"),c=i.get(\"line-round-limit\"),u=0,h=e;u<h.length;u+=1)this.addLine(h[u],t,o,s,l,c);this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,a,n)},Cs.prototype.addLine=function(t,e,r,n,a,i){if(this.distance=0,this.scaledDistance=0,this.totalDistance=0,e.properties&&e.properties.hasOwnProperty(\"mapbox_clip_start\")&&e.properties.hasOwnProperty(\"mapbox_clip_end\")){this.clipStart=+e.properties.mapbox_clip_start,this.clipEnd=+e.properties.mapbox_clip_end;for(var o=0;o<t.length-1;o++)this.totalDistance+=t[o].dist(t[o+1]);this.updateScaledDistance()}for(var s=\"Polygon\"===As[e.type],l=t.length;l>=2&&t[l-1].equals(t[l-2]);)l--;for(var c=0;c<l-1&&t[c].equals(t[c+1]);)c++;if(!(l<(s?3:2))){\"bevel\"===r&&(a=1.05);var u,h=this.overscaling<=16?122880/(512*this.overscaling):0,f=this.segments.prepareSegment(10*l,this.layoutVertexArray,this.indexArray),p=void 0,d=void 0,g=void 0,m=void 0;this.e1=this.e2=-1,s&&(m=t[c].sub(u=t[l-2])._unit()._perp());for(var v=c;v<l;v++)if(!(d=v===l-1?s?t[c+1]:void 0:t[v+1])||!t[v].equals(d)){m&&(g=m),u&&(p=u),u=t[v],m=d?d.sub(u)._unit()._perp():g;var y=(g=g||m).add(m);0===y.x&&0===y.y||y._unit();var x=g.x*m.x+g.y*m.y,b=y.x*m.x+y.y*m.y,_=0!==b?1/b:1/0,w=2*Math.sqrt(2-2*b),T=b<Ss&&p&&d,k=g.x*m.y-g.y*m.x>0;if(T&&v>c){var M=u.dist(p);if(M>2*h){var A=u.sub(u.sub(p)._mult(h/M)._round());this.updateDistance(p,A),this.addCurrentVertex(A,g,0,0,f),p=A}}var S=p&&d,E=S?r:s?\"butt\":n;if(S&&\"round\"===E&&(_<i?E=\"miter\":_<=2&&(E=\"fakeround\")),\"miter\"===E&&_>a&&(E=\"bevel\"),\"bevel\"===E&&(_>2&&(E=\"flipbevel\"),_<a&&(E=\"miter\")),p&&this.updateDistance(p,u),\"miter\"===E)y._mult(_),this.addCurrentVertex(u,y,0,0,f);else if(\"flipbevel\"===E){if(_>100)y=m.mult(-1);else{var C=_*g.add(m).mag()/g.sub(m).mag();y._perp()._mult(C*(k?-1:1))}this.addCurrentVertex(u,y,0,0,f),this.addCurrentVertex(u,y.mult(-1),0,0,f)}else if(\"bevel\"===E||\"fakeround\"===E){var L=-Math.sqrt(_*_-1),P=k?L:0,I=k?0:L;if(p&&this.addCurrentVertex(u,g,P,I,f),\"fakeround\"===E)for(var z=Math.round(180*w/Math.PI/20),O=1;O<z;O++){var D=O/z;if(.5!==D){var R=D-.5;D+=D*R*(D-1)*((1.0904+x*(x*(3.55645-1.43519*x)-3.2452))*R*R+(.848013+x*(.215638*x-1.06021)))}var F=m.sub(g)._mult(D)._add(g)._unit()._mult(k?-1:1);this.addHalfVertex(u,F.x,F.y,!1,k,0,f)}d&&this.addCurrentVertex(u,m,-P,-I,f)}else if(\"butt\"===E)this.addCurrentVertex(u,y,0,0,f);else if(\"square\"===E){var B=p?1:-1;this.addCurrentVertex(u,y,B,B,f)}else\"round\"===E&&(p&&(this.addCurrentVertex(u,g,0,0,f),this.addCurrentVertex(u,g,1,1,f,!0)),d&&(this.addCurrentVertex(u,m,-1,-1,f,!0),this.addCurrentVertex(u,m,0,0,f)));if(T&&v<l-1){var N=u.dist(d);if(N>2*h){var j=u.add(d.sub(u)._mult(h/N)._round());this.updateDistance(u,j),this.addCurrentVertex(j,m,0,0,f),u=j}}}}},Cs.prototype.addCurrentVertex=function(t,e,r,n,a,i){void 0===i&&(i=!1);var o=e.y*n-e.x,s=-e.y-e.x*n;this.addHalfVertex(t,e.x+e.y*r,e.y-e.x*r,i,!1,r,a),this.addHalfVertex(t,o,s,i,!0,-n,a),this.distance>Es/2&&0===this.totalDistance&&(this.distance=0,this.addCurrentVertex(t,e,r,n,a,i))},Cs.prototype.addHalfVertex=function(t,e,r,n,a,i,o){var s=.5*this.scaledDistance;this.layoutVertexArray.emplaceBack((t.x<<1)+(n?1:0),(t.y<<1)+(a?1:0),Math.round(63*e)+128,Math.round(63*r)+128,1+(0===i?0:i<0?-1:1)|(63&s)<<2,s>>6);var l=o.vertexLength++;this.e1>=0&&this.e2>=0&&(this.indexArray.emplaceBack(this.e1,this.e2,l),o.primitiveLength++),a?this.e2=l:this.e1=l},Cs.prototype.updateScaledDistance=function(){this.scaledDistance=this.totalDistance>0?(this.clipStart+(this.clipEnd-this.clipStart)*this.distance/this.totalDistance)*(Es-1):this.distance},Cs.prototype.updateDistance=function(t,e){this.distance+=t.dist(e),this.updateScaledDistance()},Dn(\"LineBucket\",Cs,{omit:[\"layers\",\"patternFeatures\"]});var Ls=new ya({\"line-cap\":new pa(At.layout_line[\"line-cap\"]),\"line-join\":new da(At.layout_line[\"line-join\"]),\"line-miter-limit\":new pa(At.layout_line[\"line-miter-limit\"]),\"line-round-limit\":new pa(At.layout_line[\"line-round-limit\"]),\"line-sort-key\":new da(At.layout_line[\"line-sort-key\"])}),Ps={paint:new ya({\"line-opacity\":new da(At.paint_line[\"line-opacity\"]),\"line-color\":new da(At.paint_line[\"line-color\"]),\"line-translate\":new pa(At.paint_line[\"line-translate\"]),\"line-translate-anchor\":new pa(At.paint_line[\"line-translate-anchor\"]),\"line-width\":new da(At.paint_line[\"line-width\"]),\"line-gap-width\":new da(At.paint_line[\"line-gap-width\"]),\"line-offset\":new da(At.paint_line[\"line-offset\"]),\"line-blur\":new da(At.paint_line[\"line-blur\"]),\"line-dasharray\":new ma(At.paint_line[\"line-dasharray\"]),\"line-pattern\":new ga(At.paint_line[\"line-pattern\"]),\"line-gradient\":new va(At.paint_line[\"line-gradient\"])}),layout:Ls},Is=new(function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.possiblyEvaluate=function(e,r){return r=new aa(Math.floor(r.zoom),{now:r.now,fadeDuration:r.fadeDuration,zoomHistory:r.zoomHistory,transition:r.transition}),t.prototype.possiblyEvaluate.call(this,e,r)},e.prototype.evaluate=function(e,r,n,a){return r=u({},r,{zoom:Math.floor(r.zoom)}),t.prototype.evaluate.call(this,e,r,n,a)},e}(da))(Ps.paint.properties[\"line-width\"].specification);Is.useIntegerZoom=!0;var zs=function(t){function e(e){t.call(this,e,Ps)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._handleSpecialPaintPropertyUpdate=function(t){\"line-gradient\"===t&&this._updateGradient()},e.prototype._updateGradient=function(){this.gradient=mo(this._transitionablePaint._values[\"line-gradient\"].value.expression,\"lineProgress\"),this.gradientTexture=null},e.prototype.recalculate=function(e,r){t.prototype.recalculate.call(this,e,r),this.paint._values[\"line-floorwidth\"]=Is.possiblyEvaluate(this._transitioningPaint._values[\"line-width\"].value,e)},e.prototype.createBucket=function(t){return new Cs(t)},e.prototype.queryRadius=function(t){var e=t,r=Os(Xi(\"line-width\",this,e),Xi(\"line-gap-width\",this,e)),n=Xi(\"line-offset\",this,e);return r/2+Math.abs(n)+Ji(this.paint.get(\"line-translate\"))},e.prototype.queryIntersectsFeature=function(t,e,r,n,i,o,s){var l=Ki(t,this.paint.get(\"line-translate\"),this.paint.get(\"line-translate-anchor\"),o.angle,s),c=s/2*Os(this.paint.get(\"line-width\").evaluate(e,r),this.paint.get(\"line-gap-width\").evaluate(e,r)),u=this.paint.get(\"line-offset\").evaluate(e,r);return u&&(n=function(t,e){for(var r=[],n=new a(0,0),i=0;i<t.length;i++){for(var o=t[i],s=[],l=0;l<o.length;l++){var c=o[l],u=o[l+1],h=0===l?n:c.sub(o[l-1])._unit()._perp(),f=l===o.length-1?n:u.sub(c)._unit()._perp(),p=h._add(f)._unit();p._mult(1/(p.x*f.x+p.y*f.y)),s.push(p._mult(e)._add(c))}r.push(s)}return r}(n,u*s)),function(t,e,r){for(var n=0;n<e.length;n++){var a=e[n];if(t.length>=3)for(var i=0;i<a.length;i++)if(Wi(t,a[i]))return!0;if(Ui(t,a,r))return!0}return!1}(l,n,c)},e.prototype.isTileClipped=function(){return!0},e}(xa);function Os(t,e){return e>0?e+2*t:t}var 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n,a,i=0;i<e.length;i++){if((n=e.charCodeAt(i))>55295&&n<57344){if(!a){n>56319||i+1===e.length?(t[r++]=239,t[r++]=191,t[r++]=189):a=n;continue}if(n<56320){t[r++]=239,t[r++]=191,t[r++]=189,a=n;continue}n=a-55296<<10|n-56320|65536,a=null}else a&&(t[r++]=239,t[r++]=191,t[r++]=189,a=null);n<128?t[r++]=n:(n<2048?t[r++]=n>>6|192:(n<65536?t[r++]=n>>12|224:(t[r++]=n>>18|240,t[r++]=n>>12&63|128),t[r++]=n>>6&63|128),t[r++]=63&n|128)}return r}(this.buf,t,this.pos);var r=this.pos-e;r>=128&&Xs(e,r,this),this.pos=e-1,this.writeVarint(r),this.pos+=r},writeFloat:function(t){this.realloc(4),qs(this.buf,t,this.pos,!0,23,4),this.pos+=4},writeDouble:function(t){this.realloc(8),qs(this.buf,t,this.pos,!0,52,8),this.pos+=8},writeBytes:function(t){var e=t.length;this.writeVarint(e),this.realloc(e);for(var r=0;r<e;r++)this.buf[this.pos++]=t[r]},writeRawMessage:function(t,e){this.pos++;var r=this.pos;t(e,this);var n=this.pos-r;n>=128&&Xs(r,n,this),this.pos=r-1,this.writeVarint(n),this.pos+=n},writeMessage:function(t,e,r){this.writeTag(t,Gs.Bytes),this.writeRawMessage(e,r)},writePackedVarint:function(t,e){e.length&&this.writeMessage(t,Js,e)},writePackedSVarint:function(t,e){e.length&&this.writeMessage(t,Ks,e)},writePackedBoolean:function(t,e){e.length&&this.writeMessage(t,tl,e)},writePackedFloat:function(t,e){e.length&&this.writeMessage(t,Qs,e)},writePackedDouble:function(t,e){e.length&&this.writeMessage(t,$s,e)},writePackedFixed32:function(t,e){e.length&&this.writeMessage(t,el,e)},writePackedSFixed32:function(t,e){e.length&&this.writeMessage(t,rl,e)},writePackedFixed64:function(t,e){e.length&&this.writeMessage(t,nl,e)},writePackedSFixed64:function(t,e){e.length&&this.writeMessage(t,al,e)},writeBytesField:function(t,e){this.writeTag(t,Gs.Bytes),this.writeBytes(e)},writeFixed32Field:function(t,e){this.writeTag(t,Gs.Fixed32),this.writeFixed32(e)},writeSFixed32Field:function(t,e){this.writeTag(t,Gs.Fixed32),this.writeSFixed32(e)},writeFixed64Field:function(t,e){this.writeTag(t,Gs.Fixed64),this.writeFixed64(e)},writeSFixed64Field:function(t,e){this.writeTag(t,Gs.Fixed64),this.writeSFixed64(e)},writeVarintField:function(t,e){this.writeTag(t,Gs.Varint),this.writeVarint(e)},writeSVarintField:function(t,e){this.writeTag(t,Gs.Varint),this.writeSVarint(e)},writeStringField:function(t,e){this.writeTag(t,Gs.Bytes),this.writeString(e)},writeFloatField:function(t,e){this.writeTag(t,Gs.Fixed32),this.writeFloat(e)},writeDoubleField:function(t,e){this.writeTag(t,Gs.Fixed64),this.writeDouble(e)},writeBooleanField:function(t,e){this.writeVarintField(t,Boolean(e))}};var fl=function(t,e){var r=e.pixelRatio,n=e.version,a=e.stretchX,i=e.stretchY,o=e.content;this.paddedRect=t,this.pixelRatio=r,this.stretchX=a,this.stretchY=i,this.content=o,this.version=n},pl={tl:{configurable:!0},br:{configurable:!0},tlbr:{configurable:!0},displaySize:{configurable:!0}};pl.tl.get=function(){return[this.paddedRect.x+1,this.paddedRect.y+1]},pl.br.get=function(){return[this.paddedRect.x+this.paddedRect.w-1,this.paddedRect.y+this.paddedRect.h-1]},pl.tlbr.get=function(){return this.tl.concat(this.br)},pl.displaySize.get=function(){return[(this.paddedRect.w-2)/this.pixelRatio,(this.paddedRect.h-2)/this.pixelRatio]},Object.defineProperties(fl.prototype,pl);var dl=function(t,e){var r={},n={};this.haveRenderCallbacks=[];var a=[];this.addImages(t,r,a),this.addImages(e,n,a);var i=hl(a),o=new po({width:i.w||1,height:i.h||1});for(var s in t){var l=t[s],c=r[s].paddedRect;po.copy(l.data,o,{x:0,y:0},{x:c.x+1,y:c.y+1},l.data)}for(var u in e){var h=e[u],f=n[u].paddedRect,p=f.x+1,d=f.y+1,g=h.data.width,m=h.data.height;po.copy(h.data,o,{x:0,y:0},{x:p,y:d},h.data),po.copy(h.data,o,{x:0,y:m-1},{x:p,y:d-1},{width:g,height:1}),po.copy(h.data,o,{x:0,y:0},{x:p,y:d+m},{width:g,height:1}),po.copy(h.data,o,{x:g-1,y:0},{x:p-1,y:d},{width:1,height:m}),po.copy(h.data,o,{x:0,y:0},{x:p+g,y:d},{width:1,height:m})}this.image=o,this.iconPositions=r,this.patternPositions=n};dl.prototype.addImages=function(t,e,r){for(var n in t){var a=t[n],i={x:0,y:0,w:a.data.width+2,h:a.data.height+2};r.push(i),e[n]=new fl(i,a),a.hasRenderCallback&&this.haveRenderCallbacks.push(n)}},dl.prototype.patchUpdatedImages=function(t,e){for(var r in t.dispatchRenderCallbacks(this.haveRenderCallbacks),t.updatedImages)this.patchUpdatedImage(this.iconPositions[r],t.getImage(r),e),this.patchUpdatedImage(this.patternPositions[r],t.getImage(r),e)},dl.prototype.patchUpdatedImage=function(t,e,r){if(t&&e&&t.version!==e.version){t.version=e.version;var n=t.tl;r.update(e.data,void 0,{x:n[0],y:n[1]})}},Dn(\"ImagePosition\",fl),Dn(\"ImageAtlas\",dl);var gl={horizontal:1,vertical:2,horizontalOnly:3},ml=function(){this.scale=1,this.fontStack=\"\",this.imageName=null};ml.forText=function(t,e){var r=new ml;return r.scale=t||1,r.fontStack=e,r},ml.forImage=function(t){var e=new ml;return e.imageName=t,e};var vl=function(){this.text=\"\",this.sectionIndex=[],this.sections=[],this.imageSectionID=null};function yl(t,e,r,n,a,i,o,s,l,c,u,h,f,p,d,g){var m,v=vl.fromFeature(t,a);h===gl.vertical&&v.verticalizePunctuation();var y=na.processBidirectionalText,x=na.processStyledBidirectionalText;if(y&&1===v.sections.length){m=[];for(var b=0,_=y(v.toString(),Ml(v,c,i,e,n,p,d));b<_.length;b+=1){var w=_[b],T=new vl;T.text=w,T.sections=v.sections;for(var k=0;k<w.length;k++)T.sectionIndex.push(0);m.push(T)}}else if(x){m=[];for(var M=0,A=x(v.text,v.sectionIndex,Ml(v,c,i,e,n,p,d));M<A.length;M+=1){var S=A[M],E=new vl;E.text=S[0],E.sectionIndex=S[1],E.sections=v.sections,m.push(E)}}else m=function(t,e){for(var r=[],n=t.text,a=0,i=0,o=e;i<o.length;i+=1){var s=o[i];r.push(t.substring(a,s)),a=s}return a<n.length&&r.push(t.substring(a,n.length)),r}(v,Ml(v,c,i,e,n,p,d));var C=[],L={positionedLines:C,text:v.toString(),top:u[1],bottom:u[1],left:u[0],right:u[0],writingMode:h,iconsInText:!1,verticalizable:!1};return function(t,e,r,n,a,i,o,s,l,c,u,h){for(var f=0,p=-17,d=0,g=0,m=\"right\"===s?1:\"left\"===s?0:.5,v=0,y=0,x=a;y<x.length;y+=1){var b=x[y];b.trim();var _=b.getMaxScale(),w=24*(_-1),T={positionedGlyphs:[],lineOffset:0};t.positionedLines[v]=T;var k=T.positionedGlyphs,M=0;if(b.length()){for(var A=0;A<b.length();A++){var S=b.getSection(A),E=b.getSectionIndex(A),C=b.getCharCode(A),L=0,P=null,I=null,z=null,O=24,D=!(l===gl.horizontal||!u&&!Hn(C)||u&&(xl[C]||(H=C,Vn.Arabic(H)||Vn[\"Arabic Supplement\"](H)||Vn[\"Arabic Extended-A\"](H)||Vn[\"Arabic Presentation Forms-A\"](H)||Vn[\"Arabic Presentation Forms-B\"](H))));if(S.imageName){var R=n[S.imageName];if(!R)continue;z=S.imageName,t.iconsInText=t.iconsInText||!0,I=R.paddedRect;var F=R.displaySize;S.scale=24*S.scale/h,L=w+(24-F[1]*S.scale),O=(P={width:F[0],height:F[1],left:1,top:-3,advance:D?F[1]:F[0]}).advance;var B=D?F[0]*S.scale-24*_:F[1]*S.scale-24*_;B>0&&B>M&&(M=B)}else{var N=r[S.fontStack],j=N&&N[C];if(j&&j.rect)I=j.rect,P=j.metrics;else{var U=e[S.fontStack],V=U&&U[C];if(!V)continue;P=V.metrics}L=24*(_-S.scale)}D?(t.verticalizable=!0,k.push({glyph:C,imageName:z,x:f,y:p+L,vertical:D,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:I}),f+=O*S.scale+c):(k.push({glyph:C,imageName:z,x:f,y:p+L,vertical:D,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:I}),f+=P.advance*S.scale+c)}0!==k.length&&(d=Math.max(f-c,d),Sl(k,0,k.length-1,m,M)),f=0;var q=i*_+M;T.lineOffset=Math.max(M,w),p+=q,g=Math.max(q,g),++v}else p+=i,++v}var H,G=p- -17,Y=Al(o),W=Y.horizontalAlign,Z=Y.verticalAlign;(function(t,e,r,n,a,i,o,s,l){var c,u=(e-r)*a;c=i!==o?-s*n- 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n=t.charCodeAt(r+1)||null,a=t.charCodeAt(r-1)||null;e+=n&&Gn(n)&&!Us[t[r+1]]||a&&Gn(a)&&!Us[t[r-1]]||!Us[t[r]]?t[r]:Us[t[r]]}return e}(this.text)},vl.prototype.trim=function(){for(var t=0,e=0;e<this.text.length&&xl[this.text.charCodeAt(e)];e++)t++;for(var r=this.text.length,n=this.text.length-1;n>=0&&n>=t&&xl[this.text.charCodeAt(n)];n--)r--;this.text=this.text.substring(t,r),this.sectionIndex=this.sectionIndex.slice(t,r)},vl.prototype.substring=function(t,e){var r=new vl;return r.text=this.text.substring(t,e),r.sectionIndex=this.sectionIndex.slice(t,e),r.sections=this.sections,r},vl.prototype.toString=function(){return this.text},vl.prototype.getMaxScale=function(){var t=this;return this.sectionIndex.reduce((function(e,r){return Math.max(e,t.sections[r].scale)}),0)},vl.prototype.addTextSection=function(t,e){this.text+=t.text,this.sections.push(ml.forText(t.scale,t.fontStack||e));for(var r=this.sections.length-1,n=0;n<t.text.length;++n)this.sectionIndex.push(r)},vl.prototype.addImageSection=function(t){var e=t.image?t.image.name:\"\";if(0!==e.length){var r=this.getNextImageSectionCharCode();r?(this.text+=String.fromCharCode(r),this.sections.push(ml.forImage(e)),this.sectionIndex.push(this.sections.length-1)):_(\"Reached maximum number of images 6401\")}else _(\"Can't add FormattedSection with an empty image.\")},vl.prototype.getNextImageSectionCharCode=function(){return this.imageSectionID?this.imageSectionID>=63743?null:++this.imageSectionID:(this.imageSectionID=57344,this.imageSectionID)};var xl={9:!0,10:!0,11:!0,12:!0,13:!0,32:!0},bl={};function _l(t,e,r,n,a,i){if(e.imageName){var o=n[e.imageName];return o?o.displaySize[0]*e.scale*24/i+a:0}var s=r[e.fontStack],l=s&&s[t];return l?l.metrics.advance*e.scale+a:0}function wl(t,e,r,n){var a=Math.pow(t-e,2);return n?t<e?a/2:2*a:a+Math.abs(r)*r}function Tl(t,e,r){var n=0;return 10===t&&(n-=1e4),r&&(n+=150),40!==t&&65288!==t||(n+=50),41!==e&&65289!==e||(n+=50),n}function kl(t,e,r,n,a,i){for(var o=null,s=wl(e,r,a,i),l=0,c=n;l<c.length;l+=1){var u=c[l],h=wl(e-u.x,r,a,i)+u.badness;h<=s&&(o=u,s=h)}return{index:t,x:e,priorBreak:o,badness:s}}function Ml(t,e,r,n,a,i,o){if(\"point\"!==i)return[];if(!t)return[];for(var s,l=[],c=function(t,e,r,n,a,i){for(var o=0,s=0;s<t.length();s++){var l=t.getSection(s);o+=_l(t.getCharCode(s),l,n,a,e,i)}return o/Math.max(1,Math.ceil(o/r))}(t,e,r,n,a,o),u=t.text.indexOf(\"\\u200b\")>=0,h=0,f=0;f<t.length();f++){var p=t.getSection(f),d=t.getCharCode(f);if(xl[d]||(h+=_l(d,p,n,a,e,o)),f<t.length()-1){var g=!((s=d)<11904||!(Vn[\"Bopomofo Extended\"](s)||Vn.Bopomofo(s)||Vn[\"CJK Compatibility Forms\"](s)||Vn[\"CJK Compatibility Ideographs\"](s)||Vn[\"CJK Compatibility\"](s)||Vn[\"CJK Radicals Supplement\"](s)||Vn[\"CJK Strokes\"](s)||Vn[\"CJK Symbols and Punctuation\"](s)||Vn[\"CJK Unified Ideographs Extension A\"](s)||Vn[\"CJK Unified 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o,s=t.image;if(s.content){var l=s.content,c=s.pixelRatio||1;o=[l[0]/c,l[1]/c,s.displaySize[0]-l[2]/c,s.displaySize[1]-l[3]/c]}var u,h,f,p,d=e.left*i,g=e.right*i;\"width\"===r||\"both\"===r?(p=a[0]+d-n[3],h=a[0]+g+n[1]):h=(p=a[0]+(d+g-s.displaySize[0])/2)+s.displaySize[0];var m=e.top*i,v=e.bottom*i;return\"height\"===r||\"both\"===r?(u=a[1]+m-n[0],f=a[1]+v+n[2]):f=(u=a[1]+(m+v-s.displaySize[1])/2)+s.displaySize[1],{image:s,top:u,right:h,bottom:f,left:p,collisionPadding:o}}bl[10]=!0,bl[32]=!0,bl[38]=!0,bl[40]=!0,bl[41]=!0,bl[43]=!0,bl[45]=!0,bl[47]=!0,bl[173]=!0,bl[183]=!0,bl[8203]=!0,bl[8208]=!0,bl[8211]=!0,bl[8231]=!0;var Cl=function(t){function e(e,r,n,a){t.call(this,e,r),this.angle=n,void 0!==a&&(this.segment=a)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.clone=function(){return new e(this.x,this.y,this.angle,this.segment)},e}(a);function Ll(t,e){var 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zl=Object.freeze({__proto__:null,getSizeData:Ll,evaluateSizeForFeature:Pl,evaluateSizeForZoom:Il,SIZE_PACK_FACTOR:128});function Ol(t,e,r,n,a){if(void 0===e.segment)return!0;for(var i=e,o=e.segment+1,s=0;s>-r/2;){if(--o<0)return!1;s-=t[o].dist(i),i=t[o]}s+=t[o].dist(t[o+1]),o++;for(var l=[],c=0;s<r/2;){var u=t[o],h=t[o+1];if(!h)return!1;var f=t[o-1].angleTo(u)-u.angleTo(h);for(f=Math.abs((f+3*Math.PI)%(2*Math.PI)-Math.PI),l.push({distance:s,angleDelta:f}),c+=f;s-l[0].distance>n;)c-=l.shift().angleDelta;if(c>a)return!1;o++,s+=u.dist(h)}return!0}function Dl(t){for(var e=0,r=0;r<t.length-1;r++)e+=t[r].dist(t[r+1]);return e}function Rl(t,e,r){return t?.6*e*r:0}function Fl(t,e){return Math.max(t?t.right-t.left:0,e?e.right-e.left:0)}function Bl(t,e,r,n,a,i){for(var o=Rl(r,a,i),s=Fl(r,n)*i,l=0,c=Dl(t)/2,u=0;u<t.length-1;u++){var h=t[u],f=t[u+1],p=h.dist(f);if(l+p>c){var d=(c-l)/p,g=Ue(h.x,f.x,d),m=Ue(h.y,f.y,d),v=new Cl(g,m,f.angleTo(h),u);return v._round(),!o||Ol(t,v,s,o,e)?v:void 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f=Hl(n.stretch-x,b,u,t.left),p=Gl(n.fixed-T,k,n.stretch,g),d=Hl(i.stretch-_,w,h,t.top),v=Gl(i.fixed-M,A,i.stretch,m),y=Hl(l.stretch-x,b,u,t.left),S=Gl(l.fixed-T,k,l.stretch,g),E=Hl(c.stretch-_,w,h,t.top),C=Gl(c.fixed-M,A,c.stretch,m),L=new a(f,d),P=new a(y,d),I=new a(y,E),z=new a(f,E),O=new a(p/s,v/s),D=new a(S/s,C/s),R=e*Math.PI/180;if(R){var F=Math.sin(R),B=Math.cos(R),N=[B,-F,F,B];L._matMult(N),P._matMult(N),z._matMult(N),I._matMult(N)}var j=n.stretch+n.fixed,U=i.stretch+i.fixed;return{tl:L,tr:P,bl:z,br:I,tex:{x:o.paddedRect.x+1+j,y:o.paddedRect.y+1+U,w:l.stretch+l.fixed-j,h:c.stretch+c.fixed-U},writingMode:void 0,glyphOffset:[0,0],sectionIndex:0,pixelOffsetTL:O,pixelOffsetBR:D,minFontScaleX:k/s/u,minFontScaleY:A/s/h,isSDF:r}};if(n&&(o.stretchX||o.stretchY))for(var C=ql(f,v,g),L=ql(p,y,m),P=0;P<C.length-1;P++)for(var I=C[P],z=C[P+1],O=0;O<L.length-1;O++)i.push(E(I,L[O],z,L[O+1]));else 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a(y,m),k=u*Math.PI/180;b._rotate(k),_._rotate(k),w._rotate(k),T._rotate(k),v=Math.min(b.x,_.x,w.x,T.x),y=Math.max(b.x,_.x,w.x,T.x),g=Math.min(b.y,_.y,w.y,T.y),m=Math.max(b.y,_.y,w.y,T.y)}t.emplaceBack(e.x,e.y,v,g,y,m,r,n,i)}this.boxEndIndex=t.length},Wl=function(t,e){if(void 0===t&&(t=[]),void 0===e&&(e=Zl),this.data=t,this.length=this.data.length,this.compare=e,this.length>0)for(var r=(this.length>>1)-1;r>=0;r--)this._down(r)};function Zl(t,e){return t<e?-1:t>e?1:0}function Xl(t,e,r){void 0===e&&(e=1),void 0===r&&(r=!1);for(var n=1/0,i=1/0,o=-1/0,s=-1/0,l=t[0],c=0;c<l.length;c++){var u=l[c];(!c||u.x<n)&&(n=u.x),(!c||u.y<i)&&(i=u.y),(!c||u.x>o)&&(o=u.x),(!c||u.y>s)&&(s=u.y)}var h=Math.min(o-n,s-i),f=h/2,p=new Wl([],Jl);if(0===h)return new a(n,i);for(var d=n;d<o;d+=h)for(var g=i;g<s;g+=h)p.push(new Kl(d+f,g+f,f,t));for(var m=function(t){for(var e=0,r=0,n=0,a=t[0],i=0,o=a.length,s=o-1;i<o;s=i++){var l=a[i],c=a[s],u=l.x*c.y-c.x*l.y;r+=(l.x+c.x)*u,n+=(l.y+c.y)*u,e+=3*u}return new 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k=s[m.imageName];x=k.sdf,y=1/(b=k.pixelRatio)}var M=i?[m.x+T,m.y]:[0,0],A=i?[0,0]:[m.x+T+r[0],m.y+r[1]-_],S=[0,0];w&&(S=A,A=[0,0]);var E=(m.metrics.left-y)*m.scale-T+A[0],C=(-m.metrics.top-y)*m.scale+A[1],L=E+v.w*m.scale/b,P=C+v.h*m.scale/b,I=new a(E,C),z=new a(L,C),O=new a(E,P),D=new a(L,P);if(w){var R=new a(-T,T- -17),F=-Math.PI/2,B=12-T,N=new a(22-B,-(m.imageName?B:0)),j=new(Function.prototype.bind.apply(a,[null].concat(S)));I._rotateAround(F,R)._add(N)._add(j),z._rotateAround(F,R)._add(N)._add(j),O._rotateAround(F,R)._add(N)._add(j),D._rotateAround(F,R)._add(N)._add(j)}if(c){var U=Math.sin(c),V=Math.cos(c),q=[V,-U,U,V];I._matMult(q),z._matMult(q),O._matMult(q),D._matMult(q)}var H=new a(0,0),G=new a(0,0);u.push({tl:I,tr:z,bl:O,br:D,tex:v,writingMode:e.writingMode,glyphOffset:M,sectionIndex:m.sectionIndex,isSDF:x,pixelOffsetTL:H,pixelOffsetBR:G,minFontScaleX:0,minFontScaleY:0})}}return u}(0,r,l,i,o,s,n,t.allowVerticalPlacement),v=t.textSizeData,y=null;\"source\"===v.kind?(y=[128*i.layout.get(\"text-size\").evaluate(s,{})])[0]>32640&&_(t.layerIds[0]+': Value for \"text-size\" is >= 255. 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Fa,this.programConfigurations=t,this.segments=new ai,this.dynamicLayoutVertexArray=new Pa,this.opacityVertexArray=new Ia,this.placedSymbolArray=new Ja};cc.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length&&0===this.indexArray.length&&0===this.dynamicLayoutVertexArray.length&&0===this.opacityVertexArray.length},cc.prototype.upload=function(t,e,r,n){this.isEmpty()||(r&&(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Ds.members),this.indexBuffer=t.createIndexBuffer(this.indexArray,e),this.dynamicLayoutVertexBuffer=t.createVertexBuffer(this.dynamicLayoutVertexArray,Rs.members,!0),this.opacityVertexBuffer=t.createVertexBuffer(this.opacityVertexArray,ic,!0),this.opacityVertexBuffer.itemSize=1),(r||n)&&this.programConfigurations.upload(t))},cc.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy(),this.dynamicLayoutVertexBuffer.destroy(),this.opacityVertexBuffer.destroy())},Dn(\"SymbolBuffers\",cc);var uc=function(t,e,r){this.layoutVertexArray=new t,this.layoutAttributes=e,this.indexArray=new r,this.segments=new ai,this.collisionVertexArray=new Ra};uc.prototype.upload=function(t){this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,this.layoutAttributes),this.indexBuffer=t.createIndexBuffer(this.indexArray),this.collisionVertexBuffer=t.createVertexBuffer(this.collisionVertexArray,Fs.members,!0)},uc.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.segments.destroy(),this.collisionVertexBuffer.destroy())},Dn(\"CollisionBuffers\",uc);var hc=function(t){this.collisionBoxArray=t.collisionBoxArray,this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.pixelRatio=t.pixelRatio,this.sourceLayerIndex=t.sourceLayerIndex,this.hasPattern=!1,this.hasRTLText=!1,this.sortKeyRanges=[],this.collisionCircleArray=[],this.placementInvProjMatrix=eo([]),this.placementViewportMatrix=eo([]);var e=this.layers[0]._unevaluatedLayout._values;this.textSizeData=Ll(this.zoom,e[\"text-size\"]),this.iconSizeData=Ll(this.zoom,e[\"icon-size\"]);var r=this.layers[0].layout,n=r.get(\"symbol-sort-key\"),a=r.get(\"symbol-z-order\");this.sortFeaturesByKey=\"viewport-y\"!==a&&void 0!==n.constantOr(1),this.sortFeaturesByY=(\"viewport-y\"===a||\"auto\"===a&&!this.sortFeaturesByKey)&&(r.get(\"text-allow-overlap\")||r.get(\"icon-allow-overlap\")||r.get(\"text-ignore-placement\")||r.get(\"icon-ignore-placement\")),\"point\"===r.get(\"symbol-placement\")&&(this.writingModes=r.get(\"text-writing-mode\").map((function(t){return gl[t]}))),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id})),this.sourceID=t.sourceID};hc.prototype.createArrays=function(){this.text=new cc(new Pi(Ds.members,this.layers,this.zoom,(function(t){return/^text/.test(t)}))),this.icon=new cc(new Pi(Ds.members,this.layers,this.zoom,(function(t){return/^icon/.test(t)}))),this.glyphOffsetArray=new $a,this.lineVertexArray=new ti,this.symbolInstances=new Qa},hc.prototype.calculateGlyphDependencies=function(t,e,r,n,a){for(var i=0;i<t.length;i++)if(e[t.charCodeAt(i)]=!0,(r||n)&&a){var o=Us[t.charAt(i)];o&&(e[o.charCodeAt(0)]=!0)}},hc.prototype.populate=function(t,e,r){var n=this.layers[0],a=n.layout,i=a.get(\"text-font\"),o=a.get(\"text-field\"),s=a.get(\"icon-image\"),l=(\"constant\"!==o.value.kind||o.value.value instanceof te&&!o.value.value.isEmpty()||o.value.value.toString().length>0)&&(\"constant\"!==i.value.kind||i.value.value.length>0),c=\"constant\"!==s.value.kind||!!s.value.value||Object.keys(s.parameters).length>0,u=a.get(\"symbol-sort-key\");if(this.features=[],l||c){for(var h=e.iconDependencies,f=e.glyphDependencies,p=e.availableImages,d=new aa(this.zoom),g=0,m=t;g<m.length;g+=1){var v=m[g],y=v.feature,x=v.id,b=v.index,_=v.sourceLayerIndex,w=n._featureFilter.needGeometry,T={type:y.type,id:x,properties:y.properties,geometry:w?Di(y):[]};if(n._featureFilter.filter(d,T,r)){w||(T.geometry=Di(y));var k=void 0;if(l){var M=n.getValueAndResolveTokens(\"text-field\",T,r,p),A=te.factory(M);lc(A)&&(this.hasRTLText=!0),(!this.hasRTLText||\"unavailable\"===ea()||this.hasRTLText&&na.isParsed())&&(k=js(A,n,T))}var S=void 0;if(c){var E=n.getValueAndResolveTokens(\"icon-image\",T,r,p);S=E instanceof ee?E:ee.fromString(E)}if(k||S){var C=this.sortFeaturesByKey?u.evaluate(T,{},r):void 0,L={id:x,text:k,icon:S,index:b,sourceLayerIndex:_,geometry:Di(y),properties:y.properties,type:ac[y.type],sortKey:C};if(this.features.push(L),S&&(h[S.name]=!0),k){var P=i.evaluate(T,{},r).join(\",\"),I=\"map\"===a.get(\"text-rotation-alignment\")&&\"point\"!==a.get(\"symbol-placement\");this.allowVerticalPlacement=this.writingModes&&this.writingModes.indexOf(gl.vertical)>=0;for(var z=0,O=k.sections;z<O.length;z+=1){var D=O[z];if(D.image)h[D.image.name]=!0;else{var R=qn(k.toString()),F=D.fontStack||P,B=f[F]=f[F]||{};this.calculateGlyphDependencies(D.text,B,I,this.allowVerticalPlacement,R)}}}}}}\"line\"===a.get(\"symbol-placement\")&&(this.features=function(t){var e={},r={},n=[],a=0;function i(e){n.push(t[e]),a++}function o(t,e,a){var i=r[t];return delete r[t],r[e]=i,n[i].geometry[0].pop(),n[i].geometry[0]=n[i].geometry[0].concat(a[0]),i}function s(t,r,a){var i=e[r];return delete e[r],e[t]=i,n[i].geometry[0].shift(),n[i].geometry[0]=a[0].concat(n[i].geometry[0]),i}function l(t,e,r){var n=r?e[0][e[0].length-1]:e[0][0];return t+\":\"+n.x+\":\"+n.y}for(var c=0;c<t.length;c++){var u=t[c],h=u.geometry,f=u.text?u.text.toString():null;if(f){var p=l(f,h),d=l(f,h,!0);if(p in r&&d in e&&r[p]!==e[d]){var g=s(p,d,h),m=o(p,d,n[g].geometry);delete e[p],delete r[d],r[l(f,n[m].geometry,!0)]=m,n[g].geometry=null}else p in r?o(p,d,h):d in e?s(p,d,h):(i(c),e[p]=a-1,r[d]=a-1)}else i(c)}return n.filter((function(t){return t.geometry}))}(this.features)),this.sortFeaturesByKey&&this.features.sort((function(t,e){return t.sortKey-e.sortKey}))}},hc.prototype.update=function(t,e,r){this.stateDependentLayers.length&&(this.text.programConfigurations.updatePaintArrays(t,e,this.layers,r),this.icon.programConfigurations.updatePaintArrays(t,e,this.layers,r))},hc.prototype.isEmpty=function(){return 0===this.symbolInstances.length&&!this.hasRTLText},hc.prototype.uploadPending=function(){return!this.uploaded||this.text.programConfigurations.needsUpload||this.icon.programConfigurations.needsUpload},hc.prototype.upload=function(t){!this.uploaded&&this.hasDebugData()&&(this.textCollisionBox.upload(t),this.iconCollisionBox.upload(t)),this.text.upload(t,this.sortFeaturesByY,!this.uploaded,this.text.programConfigurations.needsUpload),this.icon.upload(t,this.sortFeaturesByY,!this.uploaded,this.icon.programConfigurations.needsUpload),this.uploaded=!0},hc.prototype.destroyDebugData=function(){this.textCollisionBox.destroy(),this.iconCollisionBox.destroy()},hc.prototype.destroy=function(){this.text.destroy(),this.icon.destroy(),this.hasDebugData()&&this.destroyDebugData()},hc.prototype.addToLineVertexArray=function(t,e){var r=this.lineVertexArray.length;if(void 0!==t.segment){for(var n=t.dist(e[t.segment+1]),a=t.dist(e[t.segment]),i={},o=t.segment+1;o<e.length;o++)i[o]={x:e[o].x,y:e[o].y,tileUnitDistanceFromAnchor:n},o<e.length-1&&(n+=e[o+1].dist(e[o]));for(var s=t.segment||0;s>=0;s--)i[s]={x:e[s].x,y:e[s].y,tileUnitDistanceFromAnchor:a},s>0&&(a+=e[s-1].dist(e[s]));for(var l=0;l<e.length;l++){var c=i[l];this.lineVertexArray.emplaceBack(c.x,c.y,c.tileUnitDistanceFromAnchor)}}return{lineStartIndex:r,lineLength:this.lineVertexArray.length-r}},hc.prototype.addSymbols=function(t,e,r,n,a,i,o,s,l,c,u,h){for(var f=t.indexArray,p=t.layoutVertexArray,d=t.segments.prepareSegment(4*e.length,p,f,i.sortKey),g=this.glyphOffsetArray.length,m=d.vertexLength,v=this.allowVerticalPlacement&&o===gl.vertical?Math.PI/2:0,y=i.text&&i.text.sections,x=0;x<e.length;x++){var b=e[x],_=b.tl,w=b.tr,T=b.bl,k=b.br,M=b.tex,A=b.pixelOffsetTL,S=b.pixelOffsetBR,E=b.minFontScaleX,C=b.minFontScaleY,L=b.glyphOffset,P=b.isSDF,I=b.sectionIndex,z=d.vertexLength,O=L[1];oc(p,s.x,s.y,_.x,O+_.y,M.x,M.y,r,P,A.x,A.y,E,C),oc(p,s.x,s.y,w.x,O+w.y,M.x+M.w,M.y,r,P,S.x,A.y,E,C),oc(p,s.x,s.y,T.x,O+T.y,M.x,M.y+M.h,r,P,A.x,S.y,E,C),oc(p,s.x,s.y,k.x,O+k.y,M.x+M.w,M.y+M.h,r,P,S.x,S.y,E,C),sc(t.dynamicLayoutVertexArray,s,v),f.emplaceBack(z,z+1,z+2),f.emplaceBack(z+1,z+2,z+3),d.vertexLength+=4,d.primitiveLength+=2,this.glyphOffsetArray.emplaceBack(L[0]),x!==e.length-1&&I===e[x+1].sectionIndex||t.programConfigurations.populatePaintArrays(p.length,i,i.index,{},h,y&&y[I])}t.placedSymbolArray.emplaceBack(s.x,s.y,g,this.glyphOffsetArray.length-g,m,l,c,s.segment,r?r[0]:0,r?r[1]:0,n[0],n[1],o,0,!1,0,u)},hc.prototype._addCollisionDebugVertex=function(t,e,r,n,a,i){return e.emplaceBack(0,0),t.emplaceBack(r.x,r.y,n,a,Math.round(i.x),Math.round(i.y))},hc.prototype.addCollisionDebugVertices=function(t,e,r,n,i,o,s){var l=i.segments.prepareSegment(4,i.layoutVertexArray,i.indexArray),c=l.vertexLength,u=i.layoutVertexArray,h=i.collisionVertexArray,f=s.anchorX,p=s.anchorY;this._addCollisionDebugVertex(u,h,o,f,p,new a(t,e)),this._addCollisionDebugVertex(u,h,o,f,p,new a(r,e)),this._addCollisionDebugVertex(u,h,o,f,p,new a(r,n)),this._addCollisionDebugVertex(u,h,o,f,p,new a(t,n)),l.vertexLength+=4;var d=i.indexArray;d.emplaceBack(c,c+1),d.emplaceBack(c+1,c+2),d.emplaceBack(c+2,c+3),d.emplaceBack(c+3,c),l.primitiveLength+=4},hc.prototype.addDebugCollisionBoxes=function(t,e,r,n){for(var a=t;a<e;a++){var i=this.collisionBoxArray.get(a);this.addCollisionDebugVertices(i.x1,i.y1,i.x2,i.y2,n?this.textCollisionBox:this.iconCollisionBox,i.anchorPoint,r)}},hc.prototype.generateCollisionDebugBuffers=function(){this.hasDebugData()&&this.destroyDebugData(),this.textCollisionBox=new uc(Oa,Bs.members,qa),this.iconCollisionBox=new uc(Oa,Bs.members,qa);for(var t=0;t<this.symbolInstances.length;t++){var e=this.symbolInstances.get(t);this.addDebugCollisionBoxes(e.textBoxStartIndex,e.textBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.verticalTextBoxStartIndex,e.verticalTextBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.iconBoxStartIndex,e.iconBoxEndIndex,e,!1),this.addDebugCollisionBoxes(e.verticalIconBoxStartIndex,e.verticalIconBoxEndIndex,e,!1)}},hc.prototype._deserializeCollisionBoxesForSymbol=function(t,e,r,n,a,i,o,s,l){for(var c={},u=e;u<r;u++){var h=t.get(u);c.textBox={x1:h.x1,y1:h.y1,x2:h.x2,y2:h.y2,anchorPointX:h.anchorPointX,anchorPointY:h.anchorPointY},c.textFeatureIndex=h.featureIndex;break}for(var f=n;f<a;f++){var p=t.get(f);c.verticalTextBox={x1:p.x1,y1:p.y1,x2:p.x2,y2:p.y2,anchorPointX:p.anchorPointX,anchorPointY:p.anchorPointY},c.verticalTextFeatureIndex=p.featureIndex;break}for(var d=i;d<o;d++){var g=t.get(d);c.iconBox={x1:g.x1,y1:g.y1,x2:g.x2,y2:g.y2,anchorPointX:g.anchorPointX,anchorPointY:g.anchorPointY},c.iconFeatureIndex=g.featureIndex;break}for(var m=s;m<l;m++){var v=t.get(m);c.verticalIconBox={x1:v.x1,y1:v.y1,x2:v.x2,y2:v.y2,anchorPointX:v.anchorPointX,anchorPointY:v.anchorPointY},c.verticalIconFeatureIndex=v.featureIndex;break}return c},hc.prototype.deserializeCollisionBoxes=function(t){this.collisionArrays=[];for(var e=0;e<this.symbolInstances.length;e++){var r=this.symbolInstances.get(e);this.collisionArrays.push(this._deserializeCollisionBoxesForSymbol(t,r.textBoxStartIndex,r.textBoxEndIndex,r.verticalTextBoxStartIndex,r.verticalTextBoxEndIndex,r.iconBoxStartIndex,r.iconBoxEndIndex,r.verticalIconBoxStartIndex,r.verticalIconBoxEndIndex))}},hc.prototype.hasTextData=function(){return this.text.segments.get().length>0},hc.prototype.hasIconData=function(){return this.icon.segments.get().length>0},hc.prototype.hasDebugData=function(){return this.textCollisionBox&&this.iconCollisionBox},hc.prototype.hasTextCollisionBoxData=function(){return this.hasDebugData()&&this.textCollisionBox.segments.get().length>0},hc.prototype.hasIconCollisionBoxData=function(){return this.hasDebugData()&&this.iconCollisionBox.segments.get().length>0},hc.prototype.addIndicesForPlacedSymbol=function(t,e){for(var r=t.placedSymbolArray.get(e),n=r.vertexStartIndex+4*r.numGlyphs,a=r.vertexStartIndex;a<n;a+=4)t.indexArray.emplaceBack(a,a+1,a+2),t.indexArray.emplaceBack(a+1,a+2,a+3)},hc.prototype.getSortedSymbolIndexes=function(t){if(this.sortedAngle===t&&void 0!==this.symbolInstanceIndexes)return this.symbolInstanceIndexes;for(var e=Math.sin(t),r=Math.cos(t),n=[],a=[],i=[],o=0;o<this.symbolInstances.length;++o){i.push(o);var s=this.symbolInstances.get(o);n.push(0|Math.round(e*s.anchorX+r*s.anchorY)),a.push(s.featureIndex)}return i.sort((function(t,e){return n[t]-n[e]||a[e]-a[t]})),i},hc.prototype.addToSortKeyRanges=function(t,e){var r=this.sortKeyRanges[this.sortKeyRanges.length-1];r&&r.sortKey===e?r.symbolInstanceEnd=t+1:this.sortKeyRanges.push({sortKey:e,symbolInstanceStart:t,symbolInstanceEnd:t+1})},hc.prototype.sortFeatures=function(t){var e=this;if(this.sortFeaturesByY&&this.sortedAngle!==t&&!(this.text.segments.get().length>1||this.icon.segments.get().length>1)){this.symbolInstanceIndexes=this.getSortedSymbolIndexes(t),this.sortedAngle=t,this.text.indexArray.clear(),this.icon.indexArray.clear(),this.featureSortOrder=[];for(var r=0,n=this.symbolInstanceIndexes;r<n.length;r+=1){var a=this.symbolInstances.get(n[r]);this.featureSortOrder.push(a.featureIndex),[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t,r,n){t>=0&&n.indexOf(t)===r&&e.addIndicesForPlacedSymbol(e.text,t)})),a.verticalPlacedTextSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.text,a.verticalPlacedTextSymbolIndex),a.placedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.placedIconSymbolIndex),a.verticalPlacedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.verticalPlacedIconSymbolIndex)}this.text.indexBuffer&&this.text.indexBuffer.updateData(this.text.indexArray),this.icon.indexBuffer&&this.icon.indexBuffer.updateData(this.icon.indexArray)}},Dn(\"SymbolBucket\",hc,{omit:[\"layers\",\"collisionBoxArray\",\"features\",\"compareText\"]}),hc.MAX_GLYPHS=65535,hc.addDynamicAttributes=sc;var fc=new ya({\"symbol-placement\":new pa(At.layout_symbol[\"symbol-placement\"]),\"symbol-spacing\":new pa(At.layout_symbol[\"symbol-spacing\"]),\"symbol-avoid-edges\":new pa(At.layout_symbol[\"symbol-avoid-edges\"]),\"symbol-sort-key\":new da(At.layout_symbol[\"symbol-sort-key\"]),\"symbol-z-order\":new pa(At.layout_symbol[\"symbol-z-order\"]),\"icon-allow-overlap\":new pa(At.layout_symbol[\"icon-allow-overlap\"]),\"icon-ignore-placement\":new pa(At.layout_symbol[\"icon-ignore-placement\"]),\"icon-optional\":new pa(At.layout_symbol[\"icon-optional\"]),\"icon-rotation-alignment\":new pa(At.layout_symbol[\"icon-rotation-alignment\"]),\"icon-size\":new da(At.layout_symbol[\"icon-size\"]),\"icon-text-fit\":new pa(At.layout_symbol[\"icon-text-fit\"]),\"icon-text-fit-padding\":new pa(At.layout_symbol[\"icon-text-fit-padding\"]),\"icon-image\":new da(At.layout_symbol[\"icon-image\"]),\"icon-rotate\":new da(At.layout_symbol[\"icon-rotate\"]),\"icon-padding\":new pa(At.layout_symbol[\"icon-padding\"]),\"icon-keep-upright\":new pa(At.layout_symbol[\"icon-keep-upright\"]),\"icon-offset\":new da(At.layout_symbol[\"icon-offset\"]),\"icon-anchor\":new da(At.layout_symbol[\"icon-anchor\"]),\"icon-pitch-alignment\":new pa(At.layout_symbol[\"icon-pitch-alignment\"]),\"text-pitch-alignment\":new pa(At.layout_symbol[\"text-pitch-alignment\"]),\"text-rotation-alignment\":new pa(At.layout_symbol[\"text-rotation-alignment\"]),\"text-field\":new da(At.layout_symbol[\"text-field\"]),\"text-font\":new da(At.layout_symbol[\"text-font\"]),\"text-size\":new da(At.layout_symbol[\"text-size\"]),\"text-max-width\":new da(At.layout_symbol[\"text-max-width\"]),\"text-line-height\":new pa(At.layout_symbol[\"text-line-height\"]),\"text-letter-spacing\":new da(At.layout_symbol[\"text-letter-spacing\"]),\"text-justify\":new da(At.layout_symbol[\"text-justify\"]),\"text-radial-offset\":new da(At.layout_symbol[\"text-radial-offset\"]),\"text-variable-anchor\":new pa(At.layout_symbol[\"text-variable-anchor\"]),\"text-anchor\":new da(At.layout_symbol[\"text-anchor\"]),\"text-max-angle\":new pa(At.layout_symbol[\"text-max-angle\"]),\"text-writing-mode\":new pa(At.layout_symbol[\"text-writing-mode\"]),\"text-rotate\":new da(At.layout_symbol[\"text-rotate\"]),\"text-padding\":new pa(At.layout_symbol[\"text-padding\"]),\"text-keep-upright\":new pa(At.layout_symbol[\"text-keep-upright\"]),\"text-transform\":new da(At.layout_symbol[\"text-transform\"]),\"text-offset\":new da(At.layout_symbol[\"text-offset\"]),\"text-allow-overlap\":new pa(At.layout_symbol[\"text-allow-overlap\"]),\"text-ignore-placement\":new pa(At.layout_symbol[\"text-ignore-placement\"]),\"text-optional\":new pa(At.layout_symbol[\"text-optional\"])}),pc={paint:new ya({\"icon-opacity\":new da(At.paint_symbol[\"icon-opacity\"]),\"icon-color\":new da(At.paint_symbol[\"icon-color\"]),\"icon-halo-color\":new da(At.paint_symbol[\"icon-halo-color\"]),\"icon-halo-width\":new da(At.paint_symbol[\"icon-halo-width\"]),\"icon-halo-blur\":new da(At.paint_symbol[\"icon-halo-blur\"]),\"icon-translate\":new pa(At.paint_symbol[\"icon-translate\"]),\"icon-translate-anchor\":new pa(At.paint_symbol[\"icon-translate-anchor\"]),\"text-opacity\":new da(At.paint_symbol[\"text-opacity\"]),\"text-color\":new da(At.paint_symbol[\"text-color\"],{runtimeType:Bt,getOverride:function(t){return t.textColor},hasOverride:function(t){return!!t.textColor}}),\"text-halo-color\":new da(At.paint_symbol[\"text-halo-color\"]),\"text-halo-width\":new da(At.paint_symbol[\"text-halo-width\"]),\"text-halo-blur\":new da(At.paint_symbol[\"text-halo-blur\"]),\"text-translate\":new pa(At.paint_symbol[\"text-translate\"]),\"text-translate-anchor\":new pa(At.paint_symbol[\"text-translate-anchor\"])}),layout:fc},dc=function(t){this.type=t.property.overrides?t.property.overrides.runtimeType:Ot,this.defaultValue=t};dc.prototype.evaluate=function(t){if(t.formattedSection){var e=this.defaultValue.property.overrides;if(e&&e.hasOverride(t.formattedSection))return e.getOverride(t.formattedSection)}return t.feature&&t.featureState?this.defaultValue.evaluate(t.feature,t.featureState):this.defaultValue.property.specification.default},dc.prototype.eachChild=function(t){this.defaultValue.isConstant()||t(this.defaultValue.value._styleExpression.expression)},dc.prototype.outputDefined=function(){return!1},dc.prototype.serialize=function(){return null},Dn(\"FormatSectionOverride\",dc,{omit:[\"defaultValue\"]});var gc=function(t){function e(e){t.call(this,e,pc)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.recalculate=function(e,r){if(t.prototype.recalculate.call(this,e,r),\"auto\"===this.layout.get(\"icon-rotation-alignment\")&&(this.layout._values[\"icon-rotation-alignment\"]=\"point\"!==this.layout.get(\"symbol-placement\")?\"map\":\"viewport\"),\"auto\"===this.layout.get(\"text-rotation-alignment\")&&(this.layout._values[\"text-rotation-alignment\"]=\"point\"!==this.layout.get(\"symbol-placement\")?\"map\":\"viewport\"),\"auto\"===this.layout.get(\"text-pitch-alignment\")&&(this.layout._values[\"text-pitch-alignment\"]=this.layout.get(\"text-rotation-alignment\")),\"auto\"===this.layout.get(\"icon-pitch-alignment\")&&(this.layout._values[\"icon-pitch-alignment\"]=this.layout.get(\"icon-rotation-alignment\")),\"point\"===this.layout.get(\"symbol-placement\")){var n=this.layout.get(\"text-writing-mode\");if(n){for(var a=[],i=0,o=n;i<o.length;i+=1){var s=o[i];a.indexOf(s)<0&&a.push(s)}this.layout._values[\"text-writing-mode\"]=a}else this.layout._values[\"text-writing-mode\"]=[\"horizontal\"]}this._setPaintOverrides()},e.prototype.getValueAndResolveTokens=function(t,e,r,n){var a=this.layout.get(t).evaluate(e,{},r,n),i=this._unevaluatedLayout._values[t];return i.isDataDriven()||Vr(i.value)||!a?a:function(t,e){return e.replace(/{([^{}]+)}/g,(function(e,r){return r in t?String(t[r]):\"\"}))}(e.properties,a)},e.prototype.createBucket=function(t){return new hc(t)},e.prototype.queryRadius=function(){return 0},e.prototype.queryIntersectsFeature=function(){return!1},e.prototype._setPaintOverrides=function(){for(var t=0,r=pc.paint.overridableProperties;t<r.length;t+=1){var n=r[t];if(e.hasPaintOverride(this.layout,n)){var a,i=this.paint.get(n),o=new dc(i),s=new Ur(o,i.property.specification);a=\"constant\"===i.value.kind||\"source\"===i.value.kind?new Hr(\"source\",s):new Gr(\"composite\",s,i.value.zoomStops,i.value._interpolationType),this.paint._values[n]=new ha(i.property,a,i.parameters)}}},e.prototype._handleOverridablePaintPropertyUpdate=function(t,r,n){return!(!this.layout||r.isDataDriven()||n.isDataDriven())&&e.hasPaintOverride(this.layout,t)},e.hasPaintOverride=function(t,e){var r=t.get(\"text-field\"),n=pc.paint.properties[e],a=!1,i=function(t){for(var e=0,r=t;e<r.length;e+=1)if(n.overrides&&n.overrides.hasOverride(r[e]))return void(a=!0)};if(\"constant\"===r.value.kind&&r.value.value instanceof te)i(r.value.value.sections);else if(\"source\"===r.value.kind){var o=function(t){a||(t instanceof oe&&ae(t.value)===Vt?i(t.value.sections):t instanceof ue?i(t.sections):t.eachChild(o))},s=r.value;s._styleExpression&&o(s._styleExpression.expression)}return a},e}(xa),mc={paint:new ya({\"background-color\":new pa(At.paint_background[\"background-color\"]),\"background-pattern\":new ma(At.paint_background[\"background-pattern\"]),\"background-opacity\":new pa(At.paint_background[\"background-opacity\"])})},vc=function(t){function e(e){t.call(this,e,mc)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e}(xa),yc={paint:new ya({\"raster-opacity\":new pa(At.paint_raster[\"raster-opacity\"]),\"raster-hue-rotate\":new pa(At.paint_raster[\"raster-hue-rotate\"]),\"raster-brightness-min\":new pa(At.paint_raster[\"raster-brightness-min\"]),\"raster-brightness-max\":new pa(At.paint_raster[\"raster-brightness-max\"]),\"raster-saturation\":new pa(At.paint_raster[\"raster-saturation\"]),\"raster-contrast\":new pa(At.paint_raster[\"raster-contrast\"]),\"raster-resampling\":new pa(At.paint_raster[\"raster-resampling\"]),\"raster-fade-duration\":new pa(At.paint_raster[\"raster-fade-duration\"])})},xc=function(t){function e(e){t.call(this,e,yc)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e}(xa),bc=function(t){function e(e){t.call(this,e,{}),this.implementation=e}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.is3D=function(){return\"3d\"===this.implementation.renderingMode},e.prototype.hasOffscreenPass=function(){return void 0!==this.implementation.prerender},e.prototype.recalculate=function(){},e.prototype.updateTransitions=function(){},e.prototype.hasTransition=function(){},e.prototype.serialize=function(){},e.prototype.onAdd=function(t){this.implementation.onAdd&&this.implementation.onAdd(t,t.painter.context.gl)},e.prototype.onRemove=function(t){this.implementation.onRemove&&this.implementation.onRemove(t,t.painter.context.gl)},e}(xa),_c={circle:oo,heatmap:vo,hillshade:xo,fill:is,\"fill-extrusion\":ws,line:zs,symbol:gc,background:vc,raster:xc},wc=self.HTMLImageElement,Tc=self.HTMLCanvasElement,kc=self.HTMLVideoElement,Mc=self.ImageData,Ac=self.ImageBitmap,Sc=function(t,e,r,n){this.context=t,this.format=r,this.texture=t.gl.createTexture(),this.update(e,n)};Sc.prototype.update=function(t,e,r){var n=t.width,a=t.height,i=!(this.size&&this.size[0]===n&&this.size[1]===a||r),o=this.context,s=o.gl;if(this.useMipmap=Boolean(e&&e.useMipmap),s.bindTexture(s.TEXTURE_2D,this.texture),o.pixelStoreUnpackFlipY.set(!1),o.pixelStoreUnpack.set(1),o.pixelStoreUnpackPremultiplyAlpha.set(this.format===s.RGBA&&(!e||!1!==e.premultiply)),i)this.size=[n,a],t instanceof wc||t instanceof Tc||t instanceof kc||t instanceof Mc||Ac&&t instanceof Ac?s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,s.UNSIGNED_BYTE,t):s.texImage2D(s.TEXTURE_2D,0,this.format,n,a,0,this.format,s.UNSIGNED_BYTE,t.data);else{var l=r||{x:0,y:0},c=l.x,u=l.y;t instanceof wc||t instanceof Tc||t instanceof kc||t instanceof Mc||Ac&&t instanceof Ac?s.texSubImage2D(s.TEXTURE_2D,0,c,u,s.RGBA,s.UNSIGNED_BYTE,t):s.texSubImage2D(s.TEXTURE_2D,0,c,u,n,a,s.RGBA,s.UNSIGNED_BYTE,t.data)}this.useMipmap&&this.isSizePowerOfTwo()&&s.generateMipmap(s.TEXTURE_2D)},Sc.prototype.bind=function(t,e,r){var n=this.context.gl;n.bindTexture(n.TEXTURE_2D,this.texture),r!==n.LINEAR_MIPMAP_NEAREST||this.isSizePowerOfTwo()||(r=n.LINEAR),t!==this.filter&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,t),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,r||t),this.filter=t),e!==this.wrap&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,e),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,e),this.wrap=e)},Sc.prototype.isSizePowerOfTwo=function(){return this.size[0]===this.size[1]&&Math.log(this.size[0])/Math.LN2%1==0},Sc.prototype.destroy=function(){this.context.gl.deleteTexture(this.texture),this.texture=null};var Ec=function(t){var e=this;this._callback=t,this._triggered=!1,\"undefined\"!=typeof MessageChannel&&(this._channel=new MessageChannel,this._channel.port2.onmessage=function(){e._triggered=!1,e._callback()})};Ec.prototype.trigger=function(){var t=this;this._triggered||(this._triggered=!0,this._channel?this._channel.port1.postMessage(!0):setTimeout((function(){t._triggered=!1,t._callback()}),0))},Ec.prototype.remove=function(){delete this._channel,this._callback=function(){}};var Cc=function(t,e,r){this.target=t,this.parent=e,this.mapId=r,this.callbacks={},this.tasks={},this.taskQueue=[],this.cancelCallbacks={},g([\"receive\",\"process\"],this),this.invoker=new Ec(this.process),this.target.addEventListener(\"message\",this.receive,!1),this.globalScope=k()?t:self};function Lc(t,e,r){var n=2*Math.PI*6378137/256/Math.pow(2,r);return[t*n-2*Math.PI*6378137/2,e*n-2*Math.PI*6378137/2]}Cc.prototype.send=function(t,e,r,n,a){var i=this;void 0===a&&(a=!1);var o=Math.round(1e18*Math.random()).toString(36).substring(0,10);r&&(this.callbacks[o]=r);var s=S(this.globalScope)?void 0:[];return this.target.postMessage({id:o,type:t,hasCallback:!!r,targetMapId:n,mustQueue:a,sourceMapId:this.mapId,data:Nn(e,s)},s),{cancel:function(){r&&delete i.callbacks[o],i.target.postMessage({id:o,type:\"<cancel>\",targetMapId:n,sourceMapId:i.mapId})}}},Cc.prototype.receive=function(t){var e=t.data,r=e.id;if(r&&(!e.targetMapId||this.mapId===e.targetMapId))if(\"<cancel>\"===e.type){delete this.tasks[r];var n=this.cancelCallbacks[r];delete this.cancelCallbacks[r],n&&n()}else k()||e.mustQueue?(this.tasks[r]=e,this.taskQueue.push(r),this.invoker.trigger()):this.processTask(r,e)},Cc.prototype.process=function(){if(this.taskQueue.length){var t=this.taskQueue.shift(),e=this.tasks[t];delete this.tasks[t],this.taskQueue.length&&this.invoker.trigger(),e&&this.processTask(t,e)}},Cc.prototype.processTask=function(t,e){var r=this;if(\"<response>\"===e.type){var n=this.callbacks[t];delete this.callbacks[t],n&&(e.error?n(jn(e.error)):n(null,jn(e.data)))}else{var a=!1,i=S(this.globalScope)?void 0:[],o=e.hasCallback?function(e,n){a=!0,delete r.cancelCallbacks[t],r.target.postMessage({id:t,type:\"<response>\",sourceMapId:r.mapId,error:e?Nn(e):null,data:Nn(n,i)},i)}:function(t){a=!0},s=null,l=jn(e.data);if(this.parent[e.type])s=this.parent[e.type](e.sourceMapId,l,o);else if(this.parent.getWorkerSource){var c=e.type.split(\".\");s=this.parent.getWorkerSource(e.sourceMapId,c[0],l.source)[c[1]](l,o)}else o(new Error(\"Could not find function \"+e.type));!a&&s&&s.cancel&&(this.cancelCallbacks[t]=s.cancel)}},Cc.prototype.remove=function(){this.invoker.remove(),this.target.removeEventListener(\"message\",this.receive,!1)};var Pc=function(t,e){t&&(e?this.setSouthWest(t).setNorthEast(e):4===t.length?this.setSouthWest([t[0],t[1]]).setNorthEast([t[2],t[3]]):this.setSouthWest(t[0]).setNorthEast(t[1]))};Pc.prototype.setNorthEast=function(t){return this._ne=t instanceof Ic?new Ic(t.lng,t.lat):Ic.convert(t),this},Pc.prototype.setSouthWest=function(t){return this._sw=t instanceof Ic?new Ic(t.lng,t.lat):Ic.convert(t),this},Pc.prototype.extend=function(t){var e,r,n=this._sw,a=this._ne;if(t instanceof Ic)e=t,r=t;else{if(!(t instanceof Pc))return Array.isArray(t)?4===t.length||t.every(Array.isArray)?this.extend(Pc.convert(t)):this.extend(Ic.convert(t)):this;if(r=t._ne,!(e=t._sw)||!r)return this}return n||a?(n.lng=Math.min(e.lng,n.lng),n.lat=Math.min(e.lat,n.lat),a.lng=Math.max(r.lng,a.lng),a.lat=Math.max(r.lat,a.lat)):(this._sw=new Ic(e.lng,e.lat),this._ne=new Ic(r.lng,r.lat)),this},Pc.prototype.getCenter=function(){return new Ic((this._sw.lng+this._ne.lng)/2,(this._sw.lat+this._ne.lat)/2)},Pc.prototype.getSouthWest=function(){return this._sw},Pc.prototype.getNorthEast=function(){return this._ne},Pc.prototype.getNorthWest=function(){return new Ic(this.getWest(),this.getNorth())},Pc.prototype.getSouthEast=function(){return new Ic(this.getEast(),this.getSouth())},Pc.prototype.getWest=function(){return this._sw.lng},Pc.prototype.getSouth=function(){return this._sw.lat},Pc.prototype.getEast=function(){return this._ne.lng},Pc.prototype.getNorth=function(){return this._ne.lat},Pc.prototype.toArray=function(){return[this._sw.toArray(),this._ne.toArray()]},Pc.prototype.toString=function(){return\"LngLatBounds(\"+this._sw.toString()+\", \"+this._ne.toString()+\")\"},Pc.prototype.isEmpty=function(){return!(this._sw&&this._ne)},Pc.prototype.contains=function(t){var e=Ic.convert(t),r=e.lng,n=e.lat,a=this._sw.lng<=r&&r<=this._ne.lng;return this._sw.lng>this._ne.lng&&(a=this._sw.lng>=r&&r>=this._ne.lng),this._sw.lat<=n&&n<=this._ne.lat&&a},Pc.convert=function(t){return!t||t instanceof Pc?t:new Pc(t)};var Ic=function(t,e){if(isNaN(t)||isNaN(e))throw new Error(\"Invalid LngLat object: (\"+t+\", \"+e+\")\");if(this.lng=+t,this.lat=+e,this.lat>90||this.lat<-90)throw new Error(\"Invalid LngLat latitude value: must be between -90 and 90\")};Ic.prototype.wrap=function(){return new Ic(c(this.lng,-180,180),this.lat)},Ic.prototype.toArray=function(){return[this.lng,this.lat]},Ic.prototype.toString=function(){return\"LngLat(\"+this.lng+\", \"+this.lat+\")\"},Ic.prototype.distanceTo=function(t){var e=Math.PI/180,r=this.lat*e,n=t.lat*e,a=Math.sin(r)*Math.sin(n)+Math.cos(r)*Math.cos(n)*Math.cos((t.lng-this.lng)*e);return 6371008.8*Math.acos(Math.min(a,1))},Ic.prototype.toBounds=function(t){void 0===t&&(t=0);var e=360*t/40075017,r=e/Math.cos(Math.PI/180*this.lat);return new Pc(new Ic(this.lng-r,this.lat-e),new Ic(this.lng+r,this.lat+e))},Ic.convert=function(t){if(t instanceof Ic)return t;if(Array.isArray(t)&&(2===t.length||3===t.length))return new Ic(Number(t[0]),Number(t[1]));if(!Array.isArray(t)&&\"object\"==typeof t&&null!==t)return new Ic(Number(\"lng\"in t?t.lng:t.lon),Number(t.lat));throw new Error(\"`LngLatLike` argument must be specified as a LngLat instance, an object {lng: <lng>, lat: <lat>}, an object {lon: <lng>, lat: <lat>}, or an array of [<lng>, <lat>]\")};var zc=2*Math.PI*6371008.8;function Oc(t){return zc*Math.cos(t*Math.PI/180)}function Dc(t){return(180+t)/360}function Rc(t){return(180-180/Math.PI*Math.log(Math.tan(Math.PI/4+t*Math.PI/360)))/360}function Fc(t,e){return t/Oc(e)}function Bc(t){return 360/Math.PI*Math.atan(Math.exp((180-360*t)*Math.PI/180))-90}var Nc=function(t,e,r){void 0===r&&(r=0),this.x=+t,this.y=+e,this.z=+r};Nc.fromLngLat=function(t,e){void 0===e&&(e=0);var r=Ic.convert(t);return new Nc(Dc(r.lng),Rc(r.lat),Fc(e,r.lat))},Nc.prototype.toLngLat=function(){return new Ic(360*this.x-180,Bc(this.y))},Nc.prototype.toAltitude=function(){return this.z*Oc(Bc(this.y))},Nc.prototype.meterInMercatorCoordinateUnits=function(){return 1/zc*(t=Bc(this.y),1/Math.cos(t*Math.PI/180));var t};var jc=function(t,e,r){this.z=t,this.x=e,this.y=r,this.key=qc(0,t,t,e,r)};jc.prototype.equals=function(t){return this.z===t.z&&this.x===t.x&&this.y===t.y},jc.prototype.url=function(t,e){var r,n,a,i,o,s=(n=this.y,a=this.z,i=Lc(256*(r=this.x),256*(n=Math.pow(2,a)-n-1),a),o=Lc(256*(r+1),256*(n+1),a),i[0]+\",\"+i[1]+\",\"+o[0]+\",\"+o[1]),l=function(t,e,r){for(var n,a=\"\",i=t;i>0;i--)a+=(e&(n=1<<i-1)?1:0)+(r&n?2:0);return a}(this.z,this.x,this.y);return t[(this.x+this.y)%t.length].replace(\"{prefix}\",(this.x%16).toString(16)+(this.y%16).toString(16)).replace(\"{z}\",String(this.z)).replace(\"{x}\",String(this.x)).replace(\"{y}\",String(\"tms\"===e?Math.pow(2,this.z)-this.y-1:this.y)).replace(\"{quadkey}\",l).replace(\"{bbox-epsg-3857}\",s)},jc.prototype.getTilePoint=function(t){var e=Math.pow(2,this.z);return new a(8192*(t.x*e-this.x),8192*(t.y*e-this.y))},jc.prototype.toString=function(){return this.z+\"/\"+this.x+\"/\"+this.y};var Uc=function(t,e){this.wrap=t,this.canonical=e,this.key=qc(t,e.z,e.z,e.x,e.y)},Vc=function(t,e,r,n,a){this.overscaledZ=t,this.wrap=e,this.canonical=new jc(r,+n,+a),this.key=qc(e,t,r,n,a)};function qc(t,e,r,n,a){(t*=2)<0&&(t=-1*t-1);var i=1<<r;return(i*i*t+i*a+n).toString(36)+r.toString(36)+e.toString(36)}Vc.prototype.equals=function(t){return this.overscaledZ===t.overscaledZ&&this.wrap===t.wrap&&this.canonical.equals(t.canonical)},Vc.prototype.scaledTo=function(t){var e=this.canonical.z-t;return t>this.canonical.z?new Vc(t,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y):new Vc(t,this.wrap,t,this.canonical.x>>e,this.canonical.y>>e)},Vc.prototype.calculateScaledKey=function(t,e){var r=this.canonical.z-t;return t>this.canonical.z?qc(this.wrap*+e,t,this.canonical.z,this.canonical.x,this.canonical.y):qc(this.wrap*+e,t,t,this.canonical.x>>r,this.canonical.y>>r)},Vc.prototype.isChildOf=function(t){if(t.wrap!==this.wrap)return!1;var e=this.canonical.z-t.canonical.z;return 0===t.overscaledZ||t.overscaledZ<this.overscaledZ&&t.canonical.x===this.canonical.x>>e&&t.canonical.y===this.canonical.y>>e},Vc.prototype.children=function(t){if(this.overscaledZ>=t)return[new Vc(this.overscaledZ+1,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y)];var e=this.canonical.z+1,r=2*this.canonical.x,n=2*this.canonical.y;return[new Vc(e,this.wrap,e,r,n),new Vc(e,this.wrap,e,r+1,n),new Vc(e,this.wrap,e,r,n+1),new Vc(e,this.wrap,e,r+1,n+1)]},Vc.prototype.isLessThan=function(t){return this.wrap<t.wrap||!(this.wrap>t.wrap)&&(this.overscaledZ<t.overscaledZ||!(this.overscaledZ>t.overscaledZ)&&(this.canonical.x<t.canonical.x||!(this.canonical.x>t.canonical.x)&&this.canonical.y<t.canonical.y))},Vc.prototype.wrapped=function(){return new Vc(this.overscaledZ,0,this.canonical.z,this.canonical.x,this.canonical.y)},Vc.prototype.unwrapTo=function(t){return new Vc(this.overscaledZ,t,this.canonical.z,this.canonical.x,this.canonical.y)},Vc.prototype.overscaleFactor=function(){return Math.pow(2,this.overscaledZ-this.canonical.z)},Vc.prototype.toUnwrapped=function(){return new Uc(this.wrap,this.canonical)},Vc.prototype.toString=function(){return this.overscaledZ+\"/\"+this.canonical.x+\"/\"+this.canonical.y},Vc.prototype.getTilePoint=function(t){return this.canonical.getTilePoint(new Nc(t.x-this.wrap,t.y))},Dn(\"CanonicalTileID\",jc),Dn(\"OverscaledTileID\",Vc,{omit:[\"posMatrix\"]});var Hc=function(t,e,r){if(this.uid=t,e.height!==e.width)throw new RangeError(\"DEM tiles must be square\");if(r&&\"mapbox\"!==r&&\"terrarium\"!==r)return _('\"'+r+'\" is not a valid encoding type. Valid types include \"mapbox\" and \"terrarium\".');this.stride=e.height;var n=this.dim=e.height-2;this.data=new Uint32Array(e.data.buffer),this.encoding=r||\"mapbox\";for(var a=0;a<n;a++)this.data[this._idx(-1,a)]=this.data[this._idx(0,a)],this.data[this._idx(n,a)]=this.data[this._idx(n-1,a)],this.data[this._idx(a,-1)]=this.data[this._idx(a,0)],this.data[this._idx(a,n)]=this.data[this._idx(a,n-1)];this.data[this._idx(-1,-1)]=this.data[this._idx(0,0)],this.data[this._idx(n,-1)]=this.data[this._idx(n-1,0)],this.data[this._idx(-1,n)]=this.data[this._idx(0,n-1)],this.data[this._idx(n,n)]=this.data[this._idx(n-1,n-1)]};Hc.prototype.get=function(t,e){var r=new Uint8Array(this.data.buffer),n=4*this._idx(t,e);return(\"terrarium\"===this.encoding?this._unpackTerrarium:this._unpackMapbox)(r[n],r[n+1],r[n+2])},Hc.prototype.getUnpackVector=function(){return\"terrarium\"===this.encoding?[256,1,1/256,32768]:[6553.6,25.6,.1,1e4]},Hc.prototype._idx=function(t,e){if(t<-1||t>=this.dim+1||e<-1||e>=this.dim+1)throw new RangeError(\"out of range source coordinates for DEM data\");return(e+1)*this.stride+(t+1)},Hc.prototype._unpackMapbox=function(t,e,r){return(256*t*256+256*e+r)/10-1e4},Hc.prototype._unpackTerrarium=function(t,e,r){return 256*t+e+r/256-32768},Hc.prototype.getPixels=function(){return new po({width:this.stride,height:this.stride},new Uint8Array(this.data.buffer))},Hc.prototype.backfillBorder=function(t,e,r){if(this.dim!==t.dim)throw new Error(\"dem dimension mismatch\");var n=e*this.dim,a=e*this.dim+this.dim,i=r*this.dim,o=r*this.dim+this.dim;switch(e){case-1:n=a-1;break;case 1:a=n+1}switch(r){case-1:i=o-1;break;case 1:o=i+1}for(var s=-e*this.dim,l=-r*this.dim,c=i;c<o;c++)for(var u=n;u<a;u++)this.data[this._idx(u,c)]=t.data[this._idx(u+s,c+l)]},Dn(\"DEMData\",Hc);var Gc=function(t){this._stringToNumber={},this._numberToString=[];for(var e=0;e<t.length;e++){var r=t[e];this._stringToNumber[r]=e,this._numberToString[e]=r}};Gc.prototype.encode=function(t){return this._stringToNumber[t]},Gc.prototype.decode=function(t){return this._numberToString[t]};var Yc=function(t,e,r,n,a){this.type=\"Feature\",this._vectorTileFeature=t,t._z=e,t._x=r,t._y=n,this.properties=t.properties,this.id=a},Wc={geometry:{configurable:!0}};Wc.geometry.get=function(){return void 0===this._geometry&&(this._geometry=this._vectorTileFeature.toGeoJSON(this._vectorTileFeature._x,this._vectorTileFeature._y,this._vectorTileFeature._z).geometry),this._geometry},Wc.geometry.set=function(t){this._geometry=t},Yc.prototype.toJSON=function(){var t={geometry:this.geometry};for(var e in this)\"_geometry\"!==e&&\"_vectorTileFeature\"!==e&&(t[e]=this[e]);return t},Object.defineProperties(Yc.prototype,Wc);var Zc=function(){this.state={},this.stateChanges={},this.deletedStates={}};Zc.prototype.updateState=function(t,e,r){var n=String(e);if(this.stateChanges[t]=this.stateChanges[t]||{},this.stateChanges[t][n]=this.stateChanges[t][n]||{},u(this.stateChanges[t][n],r),null===this.deletedStates[t])for(var a in this.deletedStates[t]={},this.state[t])a!==n&&(this.deletedStates[t][a]=null);else if(this.deletedStates[t]&&null===this.deletedStates[t][n])for(var i in this.deletedStates[t][n]={},this.state[t][n])r[i]||(this.deletedStates[t][n][i]=null);else for(var o in r)this.deletedStates[t]&&this.deletedStates[t][n]&&null===this.deletedStates[t][n][o]&&delete this.deletedStates[t][n][o]},Zc.prototype.removeFeatureState=function(t,e,r){if(null!==this.deletedStates[t]){var n=String(e);if(this.deletedStates[t]=this.deletedStates[t]||{},r&&void 0!==e)null!==this.deletedStates[t][n]&&(this.deletedStates[t][n]=this.deletedStates[t][n]||{},this.deletedStates[t][n][r]=null);else if(void 0!==e)if(this.stateChanges[t]&&this.stateChanges[t][n])for(r in this.deletedStates[t][n]={},this.stateChanges[t][n])this.deletedStates[t][n][r]=null;else this.deletedStates[t][n]=null;else this.deletedStates[t]=null}},Zc.prototype.getState=function(t,e){var r=String(e),n=u({},(this.state[t]||{})[r],(this.stateChanges[t]||{})[r]);if(null===this.deletedStates[t])return{};if(this.deletedStates[t]){var a=this.deletedStates[t][e];if(null===a)return{};for(var i in a)delete n[i]}return n},Zc.prototype.initializeTileState=function(t,e){t.setFeatureState(this.state,e)},Zc.prototype.coalesceChanges=function(t,e){var r={};for(var n in this.stateChanges){this.state[n]=this.state[n]||{};var a={};for(var i in this.stateChanges[n])this.state[n][i]||(this.state[n][i]={}),u(this.state[n][i],this.stateChanges[n][i]),a[i]=this.state[n][i];r[n]=a}for(var o in this.deletedStates){this.state[o]=this.state[o]||{};var s={};if(null===this.deletedStates[o])for(var l in this.state[o])s[l]={},this.state[o][l]={};else for(var c in this.deletedStates[o]){if(null===this.deletedStates[o][c])this.state[o][c]={};else for(var h=0,f=Object.keys(this.deletedStates[o][c]);h<f.length;h+=1)delete this.state[o][c][f[h]];s[c]=this.state[o][c]}r[o]=r[o]||{},u(r[o],s)}if(this.stateChanges={},this.deletedStates={},0!==Object.keys(r).length)for(var p in t)t[p].setFeatureState(r,e)};var Xc=function(t,e){this.tileID=t,this.x=t.canonical.x,this.y=t.canonical.y,this.z=t.canonical.z,this.grid=new Ln(8192,16,0),this.grid3D=new Ln(8192,16,0),this.featureIndexArray=new ri,this.promoteId=e};function Jc(t,e,r,n,a){return v(t,(function(t,i){var o=e instanceof fa?e.get(i):null;return o&&o.evaluate?o.evaluate(r,n,a):o}))}function Kc(t){for(var e=1/0,r=1/0,n=-1/0,a=-1/0,i=0,o=t;i<o.length;i+=1){var s=o[i];e=Math.min(e,s.x),r=Math.min(r,s.y),n=Math.max(n,s.x),a=Math.max(a,s.y)}return{minX:e,minY:r,maxX:n,maxY:a}}function Qc(t,e){return e-t}Xc.prototype.insert=function(t,e,r,n,a,i){var o=this.featureIndexArray.length;this.featureIndexArray.emplaceBack(r,n,a);for(var s=i?this.grid3D:this.grid,l=0;l<e.length;l++){for(var c=e[l],u=[1/0,1/0,-1/0,-1/0],h=0;h<c.length;h++){var f=c[h];u[0]=Math.min(u[0],f.x),u[1]=Math.min(u[1],f.y),u[2]=Math.max(u[2],f.x),u[3]=Math.max(u[3],f.y)}u[0]<8192&&u[1]<8192&&u[2]>=0&&u[3]>=0&&s.insert(o,u[0],u[1],u[2],u[3])}},Xc.prototype.loadVTLayers=function(){return this.vtLayers||(this.vtLayers=new gs.VectorTile(new Hs(this.rawTileData)).layers,this.sourceLayerCoder=new Gc(this.vtLayers?Object.keys(this.vtLayers).sort():[\"_geojsonTileLayer\"])),this.vtLayers},Xc.prototype.query=function(t,e,r,n){var i=this;this.loadVTLayers();for(var o=t.params||{},s=8192/t.tileSize/t.scale,l=rn(o.filter),c=t.queryGeometry,u=t.queryPadding*s,h=Kc(c),f=this.grid.query(h.minX-u,h.minY-u,h.maxX+u,h.maxY+u),p=Kc(t.cameraQueryGeometry),d=0,g=this.grid3D.query(p.minX-u,p.minY-u,p.maxX+u,p.maxY+u,(function(e,r,n,i){return function(t,e,r,n,i){for(var o=0,s=t;o<s.length;o+=1){var l=s[o];if(e<=l.x&&r<=l.y&&n>=l.x&&i>=l.y)return!0}var c=[new a(e,r),new a(e,i),new a(n,i),new a(n,r)];if(t.length>2)for(var u=0,h=c;u<h.length;u+=1)if(Wi(t,h[u]))return!0;for(var f=0;f<t.length-1;f++)if(Zi(t[f],t[f+1],c))return!0;return!1}(t.cameraQueryGeometry,e-u,r-u,n+u,i+u)}));d<g.length;d+=1)f.push(g[d]);f.sort(Qc);for(var m,v={},y=function(a){var u=f[a];if(u!==m){m=u;var h=i.featureIndexArray.get(u),p=null;i.loadMatchingFeature(v,h.bucketIndex,h.sourceLayerIndex,h.featureIndex,l,o.layers,o.availableImages,e,r,n,(function(e,r,n){return p||(p=Di(e)),r.queryIntersectsFeature(c,e,n,p,i.z,t.transform,s,t.pixelPosMatrix)}))}},x=0;x<f.length;x++)y(x);return v},Xc.prototype.loadMatchingFeature=function(t,e,r,n,a,i,o,s,l,c,u){var h=this.bucketLayerIDs[e];if(!i||function(t,e){for(var r=0;r<t.length;r++)if(e.indexOf(t[r])>=0)return!0;return!1}(i,h)){var f=this.sourceLayerCoder.decode(r),p=this.vtLayers[f].feature(n);if(a.filter(new aa(this.tileID.overscaledZ),p))for(var d=this.getId(p,f),g=0;g<h.length;g++){var m=h[g];if(!(i&&i.indexOf(m)<0)){var v=s[m];if(v){var y={};void 0!==d&&c&&(y=c.getState(v.sourceLayer||\"_geojsonTileLayer\",d));var x=l[m];x.paint=Jc(x.paint,v.paint,p,y,o),x.layout=Jc(x.layout,v.layout,p,y,o);var b=!u||u(p,v,y);if(b){var _=new Yc(p,this.z,this.x,this.y,d);_.layer=x;var w=t[m];void 0===w&&(w=t[m]=[]),w.push({featureIndex:n,feature:_,intersectionZ:b})}}}}}},Xc.prototype.lookupSymbolFeatures=function(t,e,r,n,a,i,o,s){var l={};this.loadVTLayers();for(var c=rn(a),u=0,h=t;u<h.length;u+=1)this.loadMatchingFeature(l,r,n,h[u],c,i,o,s,e);return l},Xc.prototype.hasLayer=function(t){for(var e=0,r=this.bucketLayerIDs;e<r.length;e+=1)for(var n=0,a=r[e];n<a.length;n+=1)if(t===a[n])return!0;return!1},Xc.prototype.getId=function(t,e){var r=t.id;return this.promoteId&&\"boolean\"==typeof(r=t.properties[\"string\"==typeof this.promoteId?this.promoteId:this.promoteId[e]])&&(r=Number(r)),r},Dn(\"FeatureIndex\",Xc,{omit:[\"rawTileData\",\"sourceLayerCoder\"]});var $c=function(t,e){this.tileID=t,this.uid=f(),this.uses=0,this.tileSize=e,this.buckets={},this.expirationTime=null,this.queryPadding=0,this.hasSymbolBuckets=!1,this.hasRTLText=!1,this.dependencies={},this.expiredRequestCount=0,this.state=\"loading\"};$c.prototype.registerFadeDuration=function(t){var e=t+this.timeAdded;e<R.now()||this.fadeEndTime&&e<this.fadeEndTime||(this.fadeEndTime=e)},$c.prototype.wasRequested=function(){return\"errored\"===this.state||\"loaded\"===this.state||\"reloading\"===this.state},$c.prototype.loadVectorData=function(t,e,r){if(this.hasData()&&this.unloadVectorData(),this.state=\"loaded\",t){for(var n in t.featureIndex&&(this.latestFeatureIndex=t.featureIndex,t.rawTileData?(this.latestRawTileData=t.rawTileData,this.latestFeatureIndex.rawTileData=t.rawTileData):this.latestRawTileData&&(this.latestFeatureIndex.rawTileData=this.latestRawTileData)),this.collisionBoxArray=t.collisionBoxArray,this.buckets=function(t,e){var r={};if(!e)return r;for(var n=function(){var t=i[a],n=t.layerIds.map((function(t){return e.getLayer(t)})).filter(Boolean);if(0!==n.length){t.layers=n,t.stateDependentLayerIds&&(t.stateDependentLayers=t.stateDependentLayerIds.map((function(t){return n.filter((function(e){return e.id===t}))[0]})));for(var o=0,s=n;o<s.length;o+=1)r[s[o].id]=t}},a=0,i=t;a<i.length;a+=1)n();return r}(t.buckets,e.style),this.hasSymbolBuckets=!1,this.buckets){var a=this.buckets[n];if(a instanceof hc){if(this.hasSymbolBuckets=!0,!r)break;a.justReloaded=!0}}if(this.hasRTLText=!1,this.hasSymbolBuckets)for(var i in this.buckets){var o=this.buckets[i];if(o instanceof hc&&o.hasRTLText){this.hasRTLText=!0,na.isLoading()||na.isLoaded()||\"deferred\"!==ea()||ra();break}}for(var s in this.queryPadding=0,this.buckets){var l=this.buckets[s];this.queryPadding=Math.max(this.queryPadding,e.style.getLayer(s).queryRadius(l))}t.imageAtlas&&(this.imageAtlas=t.imageAtlas),t.glyphAtlasImage&&(this.glyphAtlasImage=t.glyphAtlasImage)}else this.collisionBoxArray=new Za},$c.prototype.unloadVectorData=function(){for(var t in this.buckets)this.buckets[t].destroy();this.buckets={},this.imageAtlasTexture&&this.imageAtlasTexture.destroy(),this.imageAtlas&&(this.imageAtlas=null),this.glyphAtlasTexture&&this.glyphAtlasTexture.destroy(),this.latestFeatureIndex=null,this.state=\"unloaded\"},$c.prototype.getBucket=function(t){return this.buckets[t.id]},$c.prototype.upload=function(t){for(var e in this.buckets){var r=this.buckets[e];r.uploadPending()&&r.upload(t)}var n=t.gl;this.imageAtlas&&!this.imageAtlas.uploaded&&(this.imageAtlasTexture=new Sc(t,this.imageAtlas.image,n.RGBA),this.imageAtlas.uploaded=!0),this.glyphAtlasImage&&(this.glyphAtlasTexture=new Sc(t,this.glyphAtlasImage,n.ALPHA),this.glyphAtlasImage=null)},$c.prototype.prepare=function(t){this.imageAtlas&&this.imageAtlas.patchUpdatedImages(t,this.imageAtlasTexture)},$c.prototype.queryRenderedFeatures=function(t,e,r,n,a,i,o,s,l,c){return this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData?this.latestFeatureIndex.query({queryGeometry:n,cameraQueryGeometry:a,scale:i,tileSize:this.tileSize,pixelPosMatrix:c,transform:s,params:o,queryPadding:this.queryPadding*l},t,e,r):{}},$c.prototype.querySourceFeatures=function(t,e){var r=this.latestFeatureIndex;if(r&&r.rawTileData){var n=r.loadVTLayers(),a=e?e.sourceLayer:\"\",i=n._geojsonTileLayer||n[a];if(i)for(var o=rn(e&&e.filter),s=this.tileID.canonical,l=s.z,c=s.x,u=s.y,h={z:l,x:c,y:u},f=0;f<i.length;f++){var p=i.feature(f);if(o.filter(new aa(this.tileID.overscaledZ),p)){var d=r.getId(p,a),g=new Yc(p,l,c,u,d);g.tile=h,t.push(g)}}}},$c.prototype.hasData=function(){return\"loaded\"===this.state||\"reloading\"===this.state||\"expired\"===this.state},$c.prototype.patternsLoaded=function(){return this.imageAtlas&&!!Object.keys(this.imageAtlas.patternPositions).length},$c.prototype.setExpiryData=function(t){var e=this.expirationTime;if(t.cacheControl){var r=M(t.cacheControl);r[\"max-age\"]&&(this.expirationTime=Date.now()+1e3*r[\"max-age\"])}else t.expires&&(this.expirationTime=new Date(t.expires).getTime());if(this.expirationTime){var n=Date.now(),a=!1;if(this.expirationTime>n)a=!1;else if(e)if(this.expirationTime<e)a=!0;else{var i=this.expirationTime-e;i?this.expirationTime=n+Math.max(i,3e4):a=!0}else a=!0;a?(this.expiredRequestCount++,this.state=\"expired\"):this.expiredRequestCount=0}},$c.prototype.getExpiryTimeout=function(){if(this.expirationTime)return this.expiredRequestCount?1e3*(1<<Math.min(this.expiredRequestCount-1,31)):Math.min(this.expirationTime-(new Date).getTime(),Math.pow(2,31)-1)},$c.prototype.setFeatureState=function(t,e){if(this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData&&0!==Object.keys(t).length){var r=this.latestFeatureIndex.loadVTLayers();for(var n in this.buckets)if(e.style.hasLayer(n)){var a=this.buckets[n],i=a.layers[0].sourceLayer||\"_geojsonTileLayer\",o=r[i],s=t[i];if(o&&s&&0!==Object.keys(s).length){a.update(s,o,this.imageAtlas&&this.imageAtlas.patternPositions||{});var l=e&&e.style&&e.style.getLayer(n);l&&l.paint&&(this.queryPadding=Math.max(this.queryPadding,l.queryRadius(a)))}}}},$c.prototype.holdingForFade=function(){return void 0!==this.symbolFadeHoldUntil},$c.prototype.symbolFadeFinished=function(){return!this.symbolFadeHoldUntil||this.symbolFadeHoldUntil<R.now()},$c.prototype.clearFadeHold=function(){this.symbolFadeHoldUntil=void 0},$c.prototype.setHoldDuration=function(t){this.symbolFadeHoldUntil=R.now()+t},$c.prototype.setDependencies=function(t,e){for(var r={},n=0,a=e;n<a.length;n+=1)r[a[n]]=!0;this.dependencies[t]=r},$c.prototype.hasDependency=function(t,e){for(var r=0,n=t;r<n.length;r+=1){var a=this.dependencies[n[r]];if(a)for(var i=0,o=e;i<o.length;i+=1)if(a[o[i]])return!0}return!1};var tu=self.performance,eu=function(t){this._marks={start:[t.url,\"start\"].join(\"#\"),end:[t.url,\"end\"].join(\"#\"),measure:t.url.toString()},tu.mark(this._marks.start)};eu.prototype.finish=function(){tu.mark(this._marks.end);var t=tu.getEntriesByName(this._marks.measure);return 0===t.length&&(tu.measure(this._marks.measure,this._marks.start,this._marks.end),t=tu.getEntriesByName(this._marks.measure),tu.clearMarks(this._marks.start),tu.clearMarks(this._marks.end),tu.clearMeasures(this._marks.measure)),t},t.Actor=Cc,t.AlphaImage=fo,t.CanonicalTileID=jc,t.CollisionBoxArray=Za,t.Color=Kt,t.DEMData=Hc,t.DataConstantProperty=pa,t.DictionaryCoder=Gc,t.EXTENT=8192,t.ErrorEvent=kt,t.EvaluationParameters=aa,t.Event=Tt,t.Evented=Mt,t.FeatureIndex=Xc,t.FillBucket=rs,t.FillExtrusionBucket=xs,t.ImageAtlas=dl,t.ImagePosition=fl,t.LineBucket=Cs,t.LngLat=Ic,t.LngLatBounds=Pc,t.MercatorCoordinate=Nc,t.ONE_EM=24,t.OverscaledTileID=Vc,t.Point=a,t.Point$1=a,t.Properties=ya,t.Protobuf=Hs,t.RGBAImage=po,t.RequestManager=q,t.RequestPerformance=eu,t.ResourceType=ft,t.SegmentVector=ai,t.SourceFeatureState=Zc,t.StructArrayLayout1ui2=Ha,t.StructArrayLayout2f1f2i16=Da,t.StructArrayLayout2i4=Ma,t.StructArrayLayout3ui6=Fa,t.StructArrayLayout4i8=Aa,t.SymbolBucket=hc,t.Texture=Sc,t.Tile=$c,t.Transitionable=sa,t.Uniform1f=vi,t.Uniform1i=mi,t.Uniform2f=yi,t.Uniform3f=xi,t.Uniform4f=bi,t.UniformColor=_i,t.UniformMatrix4f=Ti,t.UnwrappedTileID=Uc,t.ValidationError=St,t.WritingMode=gl,t.ZoomHistory=Un,t.add=function(t,e,r){return t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t},t.addDynamicAttributes=sc,t.asyncAll=function(t,e,r){if(!t.length)return r(null,[]);var n=t.length,a=new Array(t.length),i=null;t.forEach((function(t,o){e(t,(function(t,e){t&&(i=t),a[o]=e,0==--n&&r(i,a)}))}))},t.bezier=o,t.bindAll=g,t.browser=R,t.cacheEntryPossiblyAdded=function(t){++ut>ot&&(t.getActor().send(\"enforceCacheSizeLimit\",it),ut=0)},t.clamp=l,t.clearTileCache=function(t){var e=self.caches.delete(\"mapbox-tiles\");t&&e.catch(t).then((function(){return t()}))},t.clipLine=jl,t.clone=function(t){var e=new to(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e},t.clone$1=x,t.clone$2=function(t){var e=new to(3);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e},t.collisionCircleLayout=Ns,t.config=F,t.create=function(){var t=new to(16);return 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r}function ht(t,e){var r=[];r.size=t.size,void 0!==t.start&&(r.start=t.start,r.end=t.end);for(var n=0;n<t.length;n+=3)r.push(t[n]+e,t[n+1],t[n+2]);return r}function ft(t,e){if(t.transformed)return t;var r,n,a,i=1<<t.z,o=t.x,s=t.y;for(r=0;r<t.features.length;r++){var l=t.features[r],c=l.geometry,u=l.type;if(l.geometry=[],1===u)for(n=0;n<c.length;n+=2)l.geometry.push(pt(c[n],c[n+1],e,i,o,s));else for(n=0;n<c.length;n++){var h=[];for(a=0;a<c[n].length;a+=2)h.push(pt(c[n][a],c[n][a+1],e,i,o,s));l.geometry.push(h)}}return t.transformed=!0,t}function pt(t,e,r,n,a,i){return[Math.round(r*(t*n-a)),Math.round(r*(e*n-i))]}function dt(t,e,r,n,a){for(var i=e===a.maxZoom?0:a.tolerance/((1<<e)*a.extent),o={features:[],numPoints:0,numSimplified:0,numFeatures:0,source:null,x:r,y:n,z:e,transformed:!1,minX:2,minY:1,maxX:-1,maxY:0},s=0;s<t.length;s++){o.numFeatures++,gt(o,t[s],i,a);var l=t[s].minX,c=t[s].minY,u=t[s].maxX,h=t[s].maxY;l<o.minX&&(o.minX=l),c<o.minY&&(o.minY=c),u>o.maxX&&(o.maxX=u),h>o.maxY&&(o.maxY=h)}return o}function gt(t,e,r,n){var a=e.geometry,i=e.type,o=[];if(\"Point\"===i||\"MultiPoint\"===i)for(var s=0;s<a.length;s+=3)o.push(a[s]),o.push(a[s+1]),t.numPoints++,t.numSimplified++;else if(\"LineString\"===i)mt(o,a,t,r,!1,!1);else if(\"MultiLineString\"===i||\"Polygon\"===i)for(s=0;s<a.length;s++)mt(o,a[s],t,r,\"Polygon\"===i,0===s);else if(\"MultiPolygon\"===i)for(var l=0;l<a.length;l++){var c=a[l];for(s=0;s<c.length;s++)mt(o,c[s],t,r,!0,0===s)}if(o.length){var u=e.tags||null;if(\"LineString\"===i&&n.lineMetrics){for(var h in u={},e.tags)u[h]=e.tags[h];u.mapbox_clip_start=a.start/a.size,u.mapbox_clip_end=a.end/a.size}var f={geometry:o,type:\"Polygon\"===i||\"MultiPolygon\"===i?3:\"LineString\"===i||\"MultiLineString\"===i?2:1,tags:u};null!==e.id&&(f.id=e.id),t.features.push(f)}}function mt(t,e,r,n,a,i){var o=n*n;if(n>0&&e.size<(a?o:n))r.numPoints+=e.length/3;else{for(var s=[],l=0;l<e.length;l+=3)(0===n||e[l+2]>o)&&(r.numSimplified++,s.push(e[l]),s.push(e[l+1])),r.numPoints++;a&&function(t,e){for(var r=0,n=0,a=t.length,i=a-2;n<a;i=n,n+=2)r+=(t[n]-t[i])*(t[n+1]+t[i+1]);if(r>0===e)for(n=0,a=t.length;n<a/2;n+=2){var o=t[n],s=t[n+1];t[n]=t[a-2-n],t[n+1]=t[a-1-n],t[a-2-n]=o,t[a-1-n]=s}}(s,i),t.push(s)}}function vt(t,e){var r=(e=this.options=function(t,e){for(var r in e)t[r]=e[r];return t}(Object.create(this.options),e)).debug;if(r&&console.time(\"preprocess data\"),e.maxZoom<0||e.maxZoom>24)throw new Error(\"maxZoom should be in the 0-24 range\");if(e.promoteId&&e.generateId)throw new Error(\"promoteId and generateId cannot be used together.\");var n=function(t,e){var r=[];if(\"FeatureCollection\"===t.type)for(var n=0;n<t.features.length;n++)J(r,t.features[n],e,n);else J(r,\"Feature\"===t.type?t:{geometry:t},e);return r}(t,e);this.tiles={},this.tileCoords=[],r&&(console.timeEnd(\"preprocess data\"),console.log(\"index: maxZoom: %d, maxPoints: %d\",e.indexMaxZoom,e.indexMaxPoints),console.time(\"generate tiles\"),this.stats={},this.total=0),(n=function(t,e){var r=e.buffer/e.extent,n=t,a=rt(t,1,-1-r,r,0,-1,2,e),i=rt(t,1,1-r,2+r,0,-1,2,e);return(a||i)&&(n=rt(t,1,-r,1+r,0,-1,2,e)||[],a&&(n=ut(a,1).concat(n)),i&&(n=n.concat(ut(i,-1)))),n}(n,e)).length&&this.splitTile(n,0,0,0),r&&(n.length&&console.log(\"features: %d, points: %d\",this.tiles[0].numFeatures,this.tiles[0].numPoints),console.timeEnd(\"generate tiles\"),console.log(\"tiles generated:\",this.total,JSON.stringify(this.stats)))}function yt(t,e,r){return 32*((1<<t)*r+e)+t}function xt(t,e){var r=t.tileID.canonical;if(!this._geoJSONIndex)return e(null,null);var n=this._geoJSONIndex.getTile(r.z,r.x,r.y);if(!n)return e(null,null);var a=new g(n.features),i=b(a);0===i.byteOffset&&i.byteLength===i.buffer.byteLength||(i=new Uint8Array(i)),e(null,{vectorTile:a,rawData:i.buffer})}F.prototype.load=function(t){var e=this.options,r=e.log,n=e.minZoom,a=e.maxZoom,i=e.nodeSize;r&&console.time(\"total time\");var o=\"prepare \"+t.length+\" points\";r&&console.time(o),this.points=t;for(var s=[],l=0;l<t.length;l++)t[l].geometry&&s.push(N(t[l],l));this.trees[a+1]=new D(s,G,Y,i,Float32Array),r&&console.timeEnd(o);for(var c=a;c>=n;c--){var u=+Date.now();s=this._cluster(s,c),this.trees[c]=new D(s,G,Y,i,Float32Array),r&&console.log(\"z%d: %d clusters in %dms\",c,s.length,+Date.now()-u)}return r&&console.timeEnd(\"total time\"),this},F.prototype.getClusters=function(t,e){var r=((t[0]+180)%360+360)%360-180,n=Math.max(-90,Math.min(90,t[1])),a=180===t[2]?180:((t[2]+180)%360+360)%360-180,i=Math.max(-90,Math.min(90,t[3]));if(t[2]-t[0]>=360)r=-180,a=180;else if(r>a){var o=this.getClusters([r,n,180,i],e),s=this.getClusters([-180,n,a,i],e);return o.concat(s)}for(var l=this.trees[this._limitZoom(e)],c=[],u=0,h=l.range(V(r),q(i),V(a),q(n));u<h.length;u+=1){var f=l.points[h[u]];c.push(f.numPoints?j(f):this.points[f.index])}return c},F.prototype.getChildren=function(t){var e=this._getOriginId(t),r=this._getOriginZoom(t),n=\"No cluster with the specified id.\",a=this.trees[r];if(!a)throw new Error(n);var i=a.points[e];if(!i)throw new Error(n);for(var o=this.options.radius/(this.options.extent*Math.pow(2,r-1)),s=[],l=0,c=a.within(i.x,i.y,o);l<c.length;l+=1){var u=a.points[c[l]];u.parentId===t&&s.push(u.numPoints?j(u):this.points[u.index])}if(0===s.length)throw new Error(n);return s},F.prototype.getLeaves=function(t,e,r){var n=[];return this._appendLeaves(n,t,e=e||10,r=r||0,0),n},F.prototype.getTile=function(t,e,r){var n=this.trees[this._limitZoom(t)],a=Math.pow(2,t),i=this.options,o=i.radius/i.extent,s=(r-o)/a,l=(r+1+o)/a,c={features:[]};return this._addTileFeatures(n.range((e-o)/a,s,(e+1+o)/a,l),n.points,e,r,a,c),0===e&&this._addTileFeatures(n.range(1-o/a,s,1,l),n.points,a,r,a,c),e===a-1&&this._addTileFeatures(n.range(0,s,o/a,l),n.points,-1,r,a,c),c.features.length?c:null},F.prototype.getClusterExpansionZoom=function(t){for(var e=this._getOriginZoom(t)-1;e<=this.options.maxZoom;){var r=this.getChildren(t);if(e++,1!==r.length)break;t=r[0].properties.cluster_id}return e},F.prototype._appendLeaves=function(t,e,r,n,a){for(var i=0,o=this.getChildren(e);i<o.length;i+=1){var s=o[i],l=s.properties;if(l&&l.cluster?a+l.point_count<=n?a+=l.point_count:a=this._appendLeaves(t,l.cluster_id,r,n,a):a<n?a++:t.push(s),t.length===r)break}return a},F.prototype._addTileFeatures=function(t,e,r,n,a,i){for(var o=0,s=t;o<s.length;o+=1){var l=e[s[o]],c=l.numPoints,u={type:1,geometry:[[Math.round(this.options.extent*(l.x*a-r)),Math.round(this.options.extent*(l.y*a-n))]],tags:c?U(l):this.points[l.index].properties},h=void 0;c?h=l.id:this.options.generateId?h=l.index:this.points[l.index].id&&(h=this.points[l.index].id),void 0!==h&&(u.id=h),i.features.push(u)}},F.prototype._limitZoom=function(t){return Math.max(this.options.minZoom,Math.min(t,this.options.maxZoom+1))},F.prototype._cluster=function(t,e){for(var r=[],n=this.options,a=n.reduce,i=n.radius/(n.extent*Math.pow(2,e)),o=0;o<t.length;o++){var s=t[o];if(!(s.zoom<=e)){s.zoom=e;for(var l=this.trees[e+1],c=l.within(s.x,s.y,i),u=s.numPoints||1,h=s.x*u,f=s.y*u,p=a&&u>1?this._map(s,!0):null,d=(o<<5)+(e+1)+this.points.length,g=0,m=c;g<m.length;g+=1){var v=l.points[m[g]];if(!(v.zoom<=e)){v.zoom=e;var y=v.numPoints||1;h+=v.x*y,f+=v.y*y,u+=y,v.parentId=d,a&&(p||(p=this._map(s,!0)),a(p,this._map(v)))}}1===u?r.push(s):(s.parentId=d,r.push(B(h/u,f/u,d,u,p)))}}return r},F.prototype._getOriginId=function(t){return t-this.points.length>>5},F.prototype._getOriginZoom=function(t){return(t-this.points.length)%32},F.prototype._map=function(t,e){if(t.numPoints)return e?H({},t.properties):t.properties;var r=this.points[t.index].properties,n=this.options.map(r);return e&&n===r?H({},n):n},vt.prototype.options={maxZoom:14,indexMaxZoom:5,indexMaxPoints:1e5,tolerance:3,extent:4096,buffer:64,lineMetrics:!1,promoteId:null,generateId:!1,debug:0},vt.prototype.splitTile=function(t,e,r,n,a,i,o){for(var s=[t,e,r,n],l=this.options,c=l.debug;s.length;){n=s.pop(),r=s.pop(),e=s.pop(),t=s.pop();var u=1<<e,h=yt(e,r,n),f=this.tiles[h];if(!f&&(c>1&&console.time(\"creation\"),f=this.tiles[h]=dt(t,e,r,n,l),this.tileCoords.push({z:e,x:r,y:n}),c)){c>1&&(console.log(\"tile z%d-%d-%d (features: %d, points: %d, simplified: %d)\",e,r,n,f.numFeatures,f.numPoints,f.numSimplified),console.timeEnd(\"creation\"));var p=\"z\"+e;this.stats[p]=(this.stats[p]||0)+1,this.total++}if(f.source=t,a){if(e===l.maxZoom||e===a)continue;var d=1<<a-e;if(r!==Math.floor(i/d)||n!==Math.floor(o/d))continue}else if(e===l.indexMaxZoom||f.numPoints<=l.indexMaxPoints)continue;if(f.source=null,0!==t.length){c>1&&console.time(\"clipping\");var g,m,v,y,x,b,_=.5*l.buffer/l.extent,w=.5-_,T=.5+_,k=1+_;g=m=v=y=null,x=rt(t,u,r-_,r+T,0,f.minX,f.maxX,l),b=rt(t,u,r+w,r+k,0,f.minX,f.maxX,l),t=null,x&&(g=rt(x,u,n-_,n+T,1,f.minY,f.maxY,l),m=rt(x,u,n+w,n+k,1,f.minY,f.maxY,l),x=null),b&&(v=rt(b,u,n-_,n+T,1,f.minY,f.maxY,l),y=rt(b,u,n+w,n+k,1,f.minY,f.maxY,l),b=null),c>1&&console.timeEnd(\"clipping\"),s.push(g||[],e+1,2*r,2*n),s.push(m||[],e+1,2*r,2*n+1),s.push(v||[],e+1,2*r+1,2*n),s.push(y||[],e+1,2*r+1,2*n+1)}}},vt.prototype.getTile=function(t,e,r){var n=this.options,a=n.extent,i=n.debug;if(t<0||t>24)return null;var o=1<<t,s=yt(t,e=(e%o+o)%o,r);if(this.tiles[s])return ft(this.tiles[s],a);i>1&&console.log(\"drilling down to z%d-%d-%d\",t,e,r);for(var l,c=t,u=e,h=r;!l&&c>0;)c--,u=Math.floor(u/2),h=Math.floor(h/2),l=this.tiles[yt(c,u,h)];return l&&l.source?(i>1&&console.log(\"found parent tile z%d-%d-%d\",c,u,h),i>1&&console.time(\"drilling down\"),this.splitTile(l.source,c,u,h,t,e,r),i>1&&console.timeEnd(\"drilling down\"),this.tiles[s]?ft(this.tiles[s],a):null):null};var bt=function(e){function r(t,r,n,a){e.call(this,t,r,n,xt),a&&(this.loadGeoJSON=a)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.loadData=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),this._pendingCallback=e,this._pendingLoadDataParams=t,this._state&&\"Idle\"!==this._state?this._state=\"NeedsLoadData\":(this._state=\"Coalescing\",this._loadData())},r.prototype._loadData=function(){var e=this;if(this._pendingCallback&&this._pendingLoadDataParams){var r=this._pendingCallback,n=this._pendingLoadDataParams;delete this._pendingCallback,delete this._pendingLoadDataParams;var a=!!(n&&n.request&&n.request.collectResourceTiming)&&new t.RequestPerformance(n.request);this.loadGeoJSON(n,(function(i,o){if(i||!o)return r(i);if(\"object\"!=typeof o)return r(new Error(\"Input data given to '\"+n.source+\"' is not a valid GeoJSON object.\"));!function t(e,r){var n,a=e&&e.type;if(\"FeatureCollection\"===a)for(n=0;n<e.features.length;n++)t(e.features[n],r);else if(\"GeometryCollection\"===a)for(n=0;n<e.geometries.length;n++)t(e.geometries[n],r);else if(\"Feature\"===a)t(e.geometry,r);else if(\"Polygon\"===a)h(e.coordinates,r);else if(\"MultiPolygon\"===a)for(n=0;n<e.coordinates.length;n++)h(e.coordinates[n],r);return e}(o,!0);try{e._geoJSONIndex=n.cluster?new F(function(e){var r=e.superclusterOptions,n=e.clusterProperties;if(!n||!r)return r;for(var a={},i={},o={accumulated:null,zoom:0},s={properties:null},l=Object.keys(n),c=0,u=l;c<u.length;c+=1){var h=u[c],f=n[h],p=f[0],d=t.createExpression(f[1]),g=t.createExpression(\"string\"==typeof p?[p,[\"accumulated\"],[\"get\",h]]:p);a[h]=d.value,i[h]=g.value}return r.map=function(t){s.properties=t;for(var e={},r=0,n=l;r<n.length;r+=1){var i=n[r];e[i]=a[i].evaluate(o,s)}return e},r.reduce=function(t,e){s.properties=e;for(var r=0,n=l;r<n.length;r+=1){var a=n[r];o.accumulated=t[a],t[a]=i[a].evaluate(o,s)}},r}(n)).load(o.features):function(t,e){return new vt(t,e)}(o,n.geojsonVtOptions)}catch(i){return r(i)}e.loaded={};var s={};if(a){var l=a.finish();l&&(s.resourceTiming={},s.resourceTiming[n.source]=JSON.parse(JSON.stringify(l)))}r(null,s)}))}},r.prototype.coalesce=function(){\"Coalescing\"===this._state?this._state=\"Idle\":\"NeedsLoadData\"===this._state&&(this._state=\"Coalescing\",this._loadData())},r.prototype.reloadTile=function(t,r){var n=this.loaded;return n&&n[t.uid]?e.prototype.reloadTile.call(this,t,r):this.loadTile(t,r)},r.prototype.loadGeoJSON=function(e,r){if(e.request)t.getJSON(e.request,r);else{if(\"string\"!=typeof e.data)return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"));try{return r(null,JSON.parse(e.data))}catch(t){return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"))}}},r.prototype.removeSource=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),e()},r.prototype.getClusterExpansionZoom=function(t,e){try{e(null,this._geoJSONIndex.getClusterExpansionZoom(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterChildren=function(t,e){try{e(null,this._geoJSONIndex.getChildren(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterLeaves=function(t,e){try{e(null,this._geoJSONIndex.getLeaves(t.clusterId,t.limit,t.offset))}catch(t){e(t)}},r}(l),_t=function(e){var r=this;this.self=e,this.actor=new t.Actor(e,this),this.layerIndexes={},this.availableImages={},this.workerSourceTypes={vector:l,geojson:bt},this.workerSources={},this.demWorkerSources={},this.self.registerWorkerSource=function(t,e){if(r.workerSourceTypes[t])throw new Error('Worker source with name \"'+t+'\" already registered.');r.workerSourceTypes[t]=e},this.self.registerRTLTextPlugin=function(e){if(t.plugin.isParsed())throw new Error(\"RTL text plugin already registered.\");t.plugin.applyArabicShaping=e.applyArabicShaping,t.plugin.processBidirectionalText=e.processBidirectionalText,t.plugin.processStyledBidirectionalText=e.processStyledBidirectionalText}};return _t.prototype.setReferrer=function(t,e){this.referrer=e},_t.prototype.setImages=function(t,e,r){this.availableImages[t]=e,r()},_t.prototype.setLayers=function(t,e,r){this.getLayerIndex(t).replace(e),r()},_t.prototype.updateLayers=function(t,e,r){this.getLayerIndex(t).update(e.layers,e.removedIds),r()},_t.prototype.loadTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).loadTile(e,r)},_t.prototype.loadDEMTile=function(t,e,r){this.getDEMWorkerSource(t,e.source).loadTile(e,r)},_t.prototype.reloadTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).reloadTile(e,r)},_t.prototype.abortTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).abortTile(e,r)},_t.prototype.removeTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).removeTile(e,r)},_t.prototype.removeDEMTile=function(t,e){this.getDEMWorkerSource(t,e.source).removeTile(e)},_t.prototype.removeSource=function(t,e,r){if(this.workerSources[t]&&this.workerSources[t][e.type]&&this.workerSources[t][e.type][e.source]){var n=this.workerSources[t][e.type][e.source];delete this.workerSources[t][e.type][e.source],void 0!==n.removeSource?n.removeSource(e,r):r()}},_t.prototype.loadWorkerSource=function(t,e,r){try{this.self.importScripts(e.url),r()}catch(t){r(t.toString())}},_t.prototype.syncRTLPluginState=function(e,r,n){try{t.plugin.setState(r);var a=t.plugin.getPluginURL();if(t.plugin.isLoaded()&&!t.plugin.isParsed()&&null!=a){this.self.importScripts(a);var i=t.plugin.isParsed();n(i?void 0:new Error(\"RTL Text Plugin failed to import scripts from \"+a),i)}}catch(t){n(t.toString())}},_t.prototype.getAvailableImages=function(t){var e=this.availableImages[t];return e||(e=[]),e},_t.prototype.getLayerIndex=function(t){var e=this.layerIndexes[t];return e||(e=this.layerIndexes[t]=new n),e},_t.prototype.getWorkerSource=function(t,e,r){var n=this;return this.workerSources[t]||(this.workerSources[t]={}),this.workerSources[t][e]||(this.workerSources[t][e]={}),this.workerSources[t][e][r]||(this.workerSources[t][e][r]=new this.workerSourceTypes[e]({send:function(e,r,a){n.actor.send(e,r,a,t)}},this.getLayerIndex(t),this.getAvailableImages(t))),this.workerSources[t][e][r]},_t.prototype.getDEMWorkerSource=function(t,e){return this.demWorkerSources[t]||(this.demWorkerSources[t]={}),this.demWorkerSources[t][e]||(this.demWorkerSources[t][e]=new u),this.demWorkerSources[t][e]},_t.prototype.enforceCacheSizeLimit=function(e,r){t.enforceCacheSizeLimit(r)},\"undefined\"!=typeof WorkerGlobalScope&&void 0!==t.window&&t.window instanceof WorkerGlobalScope&&(t.window.worker=new _t(t.window)),_t})),n(0,(function(t){var e=t.createCommonjsModule((function(t){function e(t){return!r(t)}function r(t){return\"undefined\"==typeof window||\"undefined\"==typeof document?\"not a browser\":Array.prototype&&Array.prototype.every&&Array.prototype.filter&&Array.prototype.forEach&&Array.prototype.indexOf&&Array.prototype.lastIndexOf&&Array.prototype.map&&Array.prototype.some&&Array.prototype.reduce&&Array.prototype.reduceRight&&Array.isArray?Function.prototype&&Function.prototype.bind?Object.keys&&Object.create&&Object.getPrototypeOf&&Object.getOwnPropertyNames&&Object.isSealed&&Object.isFrozen&&Object.isExtensible&&Object.getOwnPropertyDescriptor&&Object.defineProperty&&Object.defineProperties&&Object.seal&&Object.freeze&&Object.preventExtensions?\"JSON\"in window&&\"parse\"in JSON&&\"stringify\"in JSON?function(){if(!(\"Worker\"in window&&\"Blob\"in window&&\"URL\"in window))return!1;var t,e,r=new Blob([\"\"],{type:\"text/javascript\"}),n=URL.createObjectURL(r);try{e=new Worker(n),t=!0}catch(e){t=!1}return e&&e.terminate(),URL.revokeObjectURL(n),t}()?\"Uint8ClampedArray\"in window?ArrayBuffer.isView?function(){var t=document.createElement(\"canvas\");t.width=t.height=1;var e=t.getContext(\"2d\");if(!e)return!1;var r=e.getImageData(0,0,1,1);return r&&r.width===t.width}()?(void 0===n[r=t&&t.failIfMajorPerformanceCaveat]&&(n[r]=function(t){var r=function(t){var r=document.createElement(\"canvas\"),n=Object.create(e.webGLContextAttributes);return n.failIfMajorPerformanceCaveat=t,r.probablySupportsContext?r.probablySupportsContext(\"webgl\",n)||r.probablySupportsContext(\"experimental-webgl\",n):r.supportsContext?r.supportsContext(\"webgl\",n)||r.supportsContext(\"experimental-webgl\",n):r.getContext(\"webgl\",n)||r.getContext(\"experimental-webgl\",n)}(t);if(!r)return!1;var n=r.createShader(r.VERTEX_SHADER);return!(!n||r.isContextLost())&&(r.shaderSource(n,\"void main() {}\"),r.compileShader(n),!0===r.getShaderParameter(n,r.COMPILE_STATUS))}(r)),n[r]?void 0:\"insufficient WebGL support\"):\"insufficient Canvas/getImageData support\":\"insufficient ArrayBuffer support\":\"insufficient Uint8ClampedArray support\":\"insufficient worker support\":\"insufficient JSON support\":\"insufficient Object support\":\"insufficient Function support\":\"insufficent Array support\";var r}t.exports?t.exports=e:window&&(window.mapboxgl=window.mapboxgl||{},window.mapboxgl.supported=e,window.mapboxgl.notSupportedReason=r);var n={};e.webGLContextAttributes={antialias:!1,alpha:!0,stencil:!0,depth:!0}})),r={create:function(e,r,n){var a=t.window.document.createElement(e);return void 0!==r&&(a.className=r),n&&n.appendChild(a),a},createNS:function(e,r){return t.window.document.createElementNS(e,r)}},n=t.window.document.documentElement.style;function a(t){if(!n)return t[0];for(var e=0;e<t.length;e++)if(t[e]in n)return t[e];return t[0]}var i,o=a([\"userSelect\",\"MozUserSelect\",\"WebkitUserSelect\",\"msUserSelect\"]);r.disableDrag=function(){n&&o&&(i=n[o],n[o]=\"none\")},r.enableDrag=function(){n&&o&&(n[o]=i)};var s=a([\"transform\",\"WebkitTransform\"]);r.setTransform=function(t,e){t.style[s]=e};var l=!1;try{var c=Object.defineProperty({},\"passive\",{get:function(){l=!0}});t.window.addEventListener(\"test\",c,c),t.window.removeEventListener(\"test\",c,c)}catch(t){l=!1}r.addEventListener=function(t,e,r,n){void 0===n&&(n={}),t.addEventListener(e,r,\"passive\"in n&&l?n:n.capture)},r.removeEventListener=function(t,e,r,n){void 0===n&&(n={}),t.removeEventListener(e,r,\"passive\"in n&&l?n:n.capture)};var u=function(e){e.preventDefault(),e.stopPropagation(),t.window.removeEventListener(\"click\",u,!0)};function h(t){var e=t.userImage;return!!(e&&e.render&&e.render())&&(t.data.replace(new Uint8Array(e.data.buffer)),!0)}r.suppressClick=function(){t.window.addEventListener(\"click\",u,!0),t.window.setTimeout((function(){t.window.removeEventListener(\"click\",u,!0)}),0)},r.mousePos=function(e,r){var n=e.getBoundingClientRect();return new t.Point(r.clientX-n.left-e.clientLeft,r.clientY-n.top-e.clientTop)},r.touchPos=function(e,r){for(var n=e.getBoundingClientRect(),a=[],i=0;i<r.length;i++)a.push(new t.Point(r[i].clientX-n.left-e.clientLeft,r[i].clientY-n.top-e.clientTop));return a},r.mouseButton=function(e){return void 0!==t.window.InstallTrigger&&2===e.button&&e.ctrlKey&&t.window.navigator.platform.toUpperCase().indexOf(\"MAC\")>=0?0:e.button},r.remove=function(t){t.parentNode&&t.parentNode.removeChild(t)};var f=function(e){function r(){e.call(this),this.images={},this.updatedImages={},this.callbackDispatchedThisFrame={},this.loaded=!1,this.requestors=[],this.patterns={},this.atlasImage=new t.RGBAImage({width:1,height:1}),this.dirty=!0}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.isLoaded=function(){return this.loaded},r.prototype.setLoaded=function(t){if(this.loaded!==t&&(this.loaded=t,t)){for(var e=0,r=this.requestors;e<r.length;e+=1){var n=r[e];this._notify(n.ids,n.callback)}this.requestors=[]}},r.prototype.getImage=function(t){return this.images[t]},r.prototype.addImage=function(t,e){this._validate(t,e)&&(this.images[t]=e)},r.prototype._validate=function(e,r){var n=!0;return this._validateStretch(r.stretchX,r.data&&r.data.width)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchX\" value'))),n=!1),this._validateStretch(r.stretchY,r.data&&r.data.height)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchY\" value'))),n=!1),this._validateContent(r.content,r)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"content\" value'))),n=!1),n},r.prototype._validateStretch=function(t,e){if(!t)return!0;for(var r=0,n=0,a=t;n<a.length;n+=1){var i=a[n];if(i[0]<r||i[1]<i[0]||e<i[1])return!1;r=i[1]}return!0},r.prototype._validateContent=function(t,e){return!(t&&(4!==t.length||t[0]<0||e.data.width<t[0]||t[1]<0||e.data.height<t[1]||t[2]<0||e.data.width<t[2]||t[3]<0||e.data.height<t[3]||t[2]<t[0]||t[3]<t[1]))},r.prototype.updateImage=function(t,e){e.version=this.images[t].version+1,this.images[t]=e,this.updatedImages[t]=!0},r.prototype.removeImage=function(t){var e=this.images[t];delete this.images[t],delete this.patterns[t],e.userImage&&e.userImage.onRemove&&e.userImage.onRemove()},r.prototype.listImages=function(){return Object.keys(this.images)},r.prototype.getImages=function(t,e){var r=!0;if(!this.isLoaded())for(var n=0,a=t;n<a.length;n+=1)this.images[a[n]]||(r=!1);this.isLoaded()||r?this._notify(t,e):this.requestors.push({ids:t,callback:e})},r.prototype._notify=function(e,r){for(var n={},a=0,i=e;a<i.length;a+=1){var o=i[a];this.images[o]||this.fire(new t.Event(\"styleimagemissing\",{id:o}));var s=this.images[o];s?n[o]={data:s.data.clone(),pixelRatio:s.pixelRatio,sdf:s.sdf,version:s.version,stretchX:s.stretchX,stretchY:s.stretchY,content:s.content,hasRenderCallback:Boolean(s.userImage&&s.userImage.render)}:t.warnOnce('Image \"'+o+'\" could not be loaded. Please make sure you have added the image with map.addImage() or a \"sprite\" property in your style. You can provide missing images by listening for the \"styleimagemissing\" map event.')}r(null,n)},r.prototype.getPixelSize=function(){var t=this.atlasImage;return{width:t.width,height:t.height}},r.prototype.getPattern=function(e){var r=this.patterns[e],n=this.getImage(e);if(!n)return null;if(r&&r.position.version===n.version)return r.position;if(r)r.position.version=n.version;else{var a={w:n.data.width+2,h:n.data.height+2,x:0,y:0},i=new t.ImagePosition(a,n);this.patterns[e]={bin:a,position:i}}return this._updatePatternAtlas(),this.patterns[e].position},r.prototype.bind=function(e){var r=e.gl;this.atlasTexture?this.dirty&&(this.atlasTexture.update(this.atlasImage),this.dirty=!1):this.atlasTexture=new t.Texture(e,this.atlasImage,r.RGBA),this.atlasTexture.bind(r.LINEAR,r.CLAMP_TO_EDGE)},r.prototype._updatePatternAtlas=function(){var e=[];for(var r in this.patterns)e.push(this.patterns[r].bin);var n=t.potpack(e),a=n.w,i=n.h,o=this.atlasImage;for(var s in o.resize({width:a||1,height:i||1}),this.patterns){var l=this.patterns[s].bin,c=l.x+1,u=l.y+1,h=this.images[s].data,f=h.width,p=h.height;t.RGBAImage.copy(h,o,{x:0,y:0},{x:c,y:u},{width:f,height:p}),t.RGBAImage.copy(h,o,{x:0,y:p-1},{x:c,y:u-1},{width:f,height:1}),t.RGBAImage.copy(h,o,{x:0,y:0},{x:c,y:u+p},{width:f,height:1}),t.RGBAImage.copy(h,o,{x:f-1,y:0},{x:c-1,y:u},{width:1,height:p}),t.RGBAImage.copy(h,o,{x:0,y:0},{x:c+f,y:u},{width:1,height:p})}this.dirty=!0},r.prototype.beginFrame=function(){this.callbackDispatchedThisFrame={}},r.prototype.dispatchRenderCallbacks=function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e];if(!this.callbackDispatchedThisFrame[n]){this.callbackDispatchedThisFrame[n]=!0;var a=this.images[n];h(a)&&this.updateImage(n,a)}}},r}(t.Evented),p=m,d=m,g=1e20;function m(t,e,r,n,a,i){this.fontSize=t||24,this.buffer=void 0===e?3:e,this.cutoff=n||.25,this.fontFamily=a||\"sans-serif\",this.fontWeight=i||\"normal\",this.radius=r||8;var o=this.size=this.fontSize+2*this.buffer;this.canvas=document.createElement(\"canvas\"),this.canvas.width=this.canvas.height=o,this.ctx=this.canvas.getContext(\"2d\"),this.ctx.font=this.fontWeight+\" \"+this.fontSize+\"px \"+this.fontFamily,this.ctx.textBaseline=\"middle\",this.ctx.fillStyle=\"black\",this.gridOuter=new Float64Array(o*o),this.gridInner=new Float64Array(o*o),this.f=new Float64Array(o),this.d=new Float64Array(o),this.z=new Float64Array(o+1),this.v=new Int16Array(o),this.middle=Math.round(o/2*(navigator.userAgent.indexOf(\"Gecko/\")>=0?1.2:1))}function v(t,e,r,n,a,i,o){for(var s=0;s<e;s++){for(var l=0;l<r;l++)n[l]=t[l*e+s];for(y(n,a,i,o,r),l=0;l<r;l++)t[l*e+s]=a[l]}for(l=0;l<r;l++){for(s=0;s<e;s++)n[s]=t[l*e+s];for(y(n,a,i,o,e),s=0;s<e;s++)t[l*e+s]=Math.sqrt(a[s])}}function y(t,e,r,n,a){r[0]=0,n[0]=-g,n[1]=+g;for(var i=1,o=0;i<a;i++){for(var s=(t[i]+i*i-(t[r[o]]+r[o]*r[o]))/(2*i-2*r[o]);s<=n[o];)o--,s=(t[i]+i*i-(t[r[o]]+r[o]*r[o]))/(2*i-2*r[o]);r[++o]=i,n[o]=s,n[o+1]=+g}for(i=0,o=0;i<a;i++){for(;n[o+1]<i;)o++;e[i]=(i-r[o])*(i-r[o])+t[r[o]]}}m.prototype.draw=function(t){this.ctx.clearRect(0,0,this.size,this.size),this.ctx.fillText(t,this.buffer,this.middle);for(var e=this.ctx.getImageData(0,0,this.size,this.size),r=new Uint8ClampedArray(this.size*this.size),n=0;n<this.size*this.size;n++){var a=e.data[4*n+3]/255;this.gridOuter[n]=1===a?0:0===a?g:Math.pow(Math.max(0,.5-a),2),this.gridInner[n]=1===a?g:0===a?0:Math.pow(Math.max(0,a-.5),2)}for(v(this.gridOuter,this.size,this.size,this.f,this.d,this.v,this.z),v(this.gridInner,this.size,this.size,this.f,this.d,this.v,this.z),n=0;n<this.size*this.size;n++)r[n]=Math.max(0,Math.min(255,Math.round(255-255*((this.gridOuter[n]-this.gridInner[n])/this.radius+this.cutoff))));return r},p.default=d;var x=function(t,e){this.requestManager=t,this.localIdeographFontFamily=e,this.entries={}};x.prototype.setURL=function(t){this.url=t},x.prototype.getGlyphs=function(e,r){var n=this,a=[];for(var i in e)for(var o=0,s=e[i];o<s.length;o+=1)a.push({stack:i,id:s[o]});t.asyncAll(a,(function(t,e){var r=t.stack,a=t.id,i=n.entries[r];i||(i=n.entries[r]={glyphs:{},requests:{},ranges:{}});var o=i.glyphs[a];if(void 0===o){if(o=n._tinySDF(i,r,a))return i.glyphs[a]=o,void e(null,{stack:r,id:a,glyph:o});var s=Math.floor(a/256);if(256*s>65535)e(new Error(\"glyphs > 65535 not supported\"));else if(i.ranges[s])e(null,{stack:r,id:a,glyph:o});else{var l=i.requests[s];l||(l=i.requests[s]=[],x.loadGlyphRange(r,s,n.url,n.requestManager,(function(t,e){if(e){for(var r in e)n._doesCharSupportLocalGlyph(+r)||(i.glyphs[+r]=e[+r]);i.ranges[s]=!0}for(var a=0,o=l;a<o.length;a+=1)(0,o[a])(t,e);delete i.requests[s]}))),l.push((function(t,n){t?e(t):n&&e(null,{stack:r,id:a,glyph:n[a]||null})}))}}else e(null,{stack:r,id:a,glyph:o})}),(function(t,e){if(t)r(t);else if(e){for(var n={},a=0,i=e;a<i.length;a+=1){var o=i[a],s=o.stack,l=o.id,c=o.glyph;(n[s]||(n[s]={}))[l]=c&&{id:c.id,bitmap:c.bitmap.clone(),metrics:c.metrics}}r(null,n)}}))},x.prototype._doesCharSupportLocalGlyph=function(e){return!!this.localIdeographFontFamily&&(t.isChar[\"CJK Unified Ideographs\"](e)||t.isChar[\"Hangul Syllables\"](e)||t.isChar.Hiragana(e)||t.isChar.Katakana(e))},x.prototype._tinySDF=function(e,r,n){var a=this.localIdeographFontFamily;if(a&&this._doesCharSupportLocalGlyph(n)){var i=e.tinySDF;if(!i){var o=\"400\";/bold/i.test(r)?o=\"900\":/medium/i.test(r)?o=\"500\":/light/i.test(r)&&(o=\"200\"),i=e.tinySDF=new x.TinySDF(24,3,8,.25,a,o)}return{id:n,bitmap:new t.AlphaImage({width:30,height:30},i.draw(String.fromCharCode(n))),metrics:{width:24,height:24,left:0,top:-8,advance:24}}}},x.loadGlyphRange=function(e,r,n,a,i){var o=256*r,s=o+255,l=a.transformRequest(a.normalizeGlyphsURL(n).replace(\"{fontstack}\",e).replace(\"{range}\",o+\"-\"+s),t.ResourceType.Glyphs);t.getArrayBuffer(l,(function(e,r){if(e)i(e);else if(r){for(var n={},a=0,o=t.parseGlyphPBF(r);a<o.length;a+=1){var s=o[a];n[s.id]=s}i(null,n)}}))},x.TinySDF=p;var b=function(){this.specification=t.styleSpec.light.position};b.prototype.possiblyEvaluate=function(e,r){return t.sphericalToCartesian(e.expression.evaluate(r))},b.prototype.interpolate=function(e,r,n){return{x:t.number(e.x,r.x,n),y:t.number(e.y,r.y,n),z:t.number(e.z,r.z,n)}};var _=new t.Properties({anchor:new t.DataConstantProperty(t.styleSpec.light.anchor),position:new b,color:new t.DataConstantProperty(t.styleSpec.light.color),intensity:new t.DataConstantProperty(t.styleSpec.light.intensity)}),w=function(e){function r(r){e.call(this),this._transitionable=new t.Transitionable(_),this.setLight(r),this._transitioning=this._transitionable.untransitioned()}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.getLight=function(){return this._transitionable.serialize()},r.prototype.setLight=function(e,r){if(void 0===r&&(r={}),!this._validate(t.validateLight,e,r))for(var n in e){var a=e[n];t.endsWith(n,\"-transition\")?this._transitionable.setTransition(n.slice(0,-\"-transition\".length),a):this._transitionable.setValue(n,a)}},r.prototype.updateTransitions=function(t){this._transitioning=this._transitionable.transitioned(t,this._transitioning)},r.prototype.hasTransition=function(){return this._transitioning.hasTransition()},r.prototype.recalculate=function(t){this.properties=this._transitioning.possiblyEvaluate(t)},r.prototype._validate=function(e,r,n){return(!n||!1!==n.validate)&&t.emitValidationErrors(this,e.call(t.validateStyle,t.extend({value:r,style:{glyphs:!0,sprite:!0},styleSpec:t.styleSpec})))},r}(t.Evented),T=function(t,e){this.width=t,this.height=e,this.nextRow=0,this.data=new Uint8Array(this.width*this.height),this.dashEntry={}};T.prototype.getDash=function(t,e){var r=t.join(\",\")+String(e);return this.dashEntry[r]||(this.dashEntry[r]=this.addDash(t,e)),this.dashEntry[r]},T.prototype.getDashRanges=function(t,e,r){var n=[],a=t.length%2==1?-t[t.length-1]*r:0,i=t[0]*r,o=!0;n.push({left:a,right:i,isDash:o,zeroLength:0===t[0]});for(var s=t[0],l=1;l<t.length;l++){var c=t[l];n.push({left:a=s*r,right:i=(s+=c)*r,isDash:o=!o,zeroLength:0===c})}return n},T.prototype.addRoundDash=function(t,e,r){for(var n=e/2,a=-r;a<=r;a++)for(var i=this.width*(this.nextRow+r+a),o=0,s=t[o],l=0;l<this.width;l++){l/s.right>1&&(s=t[++o]);var c=Math.abs(l-s.left),u=Math.abs(l-s.right),h=Math.min(c,u),f=void 0,p=a/r*(n+1);if(s.isDash){var d=n-Math.abs(p);f=Math.sqrt(h*h+d*d)}else f=n-Math.sqrt(h*h+p*p);this.data[i+l]=Math.max(0,Math.min(255,f+128))}},T.prototype.addRegularDash=function(t){for(var e=t.length-1;e>=0;--e){var r=t[e],n=t[e+1];r.zeroLength?t.splice(e,1):n&&n.isDash===r.isDash&&(n.left=r.left,t.splice(e,1))}var a=t[0],i=t[t.length-1];a.isDash===i.isDash&&(a.left=i.left-this.width,i.right=a.right+this.width);for(var o=this.width*this.nextRow,s=0,l=t[s],c=0;c<this.width;c++){c/l.right>1&&(l=t[++s]);var u=Math.abs(c-l.left),h=Math.abs(c-l.right),f=Math.min(u,h);this.data[o+c]=Math.max(0,Math.min(255,(l.isDash?f:-f)+128))}},T.prototype.addDash=function(e,r){var n=r?7:0,a=2*n+1;if(this.nextRow+a>this.height)return t.warnOnce(\"LineAtlas out of space\"),null;for(var i=0,o=0;o<e.length;o++)i+=e[o];if(0!==i){var s=this.width/i,l=this.getDashRanges(e,this.width,s);r?this.addRoundDash(l,s,n):this.addRegularDash(l)}var c={y:(this.nextRow+n+.5)/this.height,height:2*n/this.height,width:i};return this.nextRow+=a,this.dirty=!0,c},T.prototype.bind=function(t){var e=t.gl;this.texture?(e.bindTexture(e.TEXTURE_2D,this.texture),this.dirty&&(this.dirty=!1,e.texSubImage2D(e.TEXTURE_2D,0,0,0,this.width,this.height,e.ALPHA,e.UNSIGNED_BYTE,this.data))):(this.texture=e.createTexture(),e.bindTexture(e.TEXTURE_2D,this.texture),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_S,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_T,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,e.LINEAR),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,e.LINEAR),e.texImage2D(e.TEXTURE_2D,0,e.ALPHA,this.width,this.height,0,e.ALPHA,e.UNSIGNED_BYTE,this.data))};var k=function e(r,n){this.workerPool=r,this.actors=[],this.currentActor=0,this.id=t.uniqueId();for(var a=this.workerPool.acquire(this.id),i=0;i<a.length;i++){var o=new e.Actor(a[i],n,this.id);o.name=\"Worker \"+i,this.actors.push(o)}};function M(e,r,n){var a=function(a,i){if(a)return n(a);if(i){var o=t.pick(t.extend(i,e),[\"tiles\",\"minzoom\",\"maxzoom\",\"attribution\",\"mapbox_logo\",\"bounds\",\"scheme\",\"tileSize\",\"encoding\"]);i.vector_layers&&(o.vectorLayers=i.vector_layers,o.vectorLayerIds=o.vectorLayers.map((function(t){return t.id}))),o.tiles=r.canonicalizeTileset(o,e.url),n(null,o)}};return e.url?t.getJSON(r.transformRequest(r.normalizeSourceURL(e.url),t.ResourceType.Source),a):t.browser.frame((function(){return a(null,e)}))}k.prototype.broadcast=function(e,r,n){t.asyncAll(this.actors,(function(t,n){t.send(e,r,n)}),n=n||function(){})},k.prototype.getActor=function(){return this.currentActor=(this.currentActor+1)%this.actors.length,this.actors[this.currentActor]},k.prototype.remove=function(){this.actors.forEach((function(t){t.remove()})),this.actors=[],this.workerPool.release(this.id)},k.Actor=t.Actor;var A=function(e,r,n){this.bounds=t.LngLatBounds.convert(this.validateBounds(e)),this.minzoom=r||0,this.maxzoom=n||24};A.prototype.validateBounds=function(t){return Array.isArray(t)&&4===t.length?[Math.max(-180,t[0]),Math.max(-90,t[1]),Math.min(180,t[2]),Math.min(90,t[3])]:[-180,-90,180,90]},A.prototype.contains=function(e){var r=Math.pow(2,e.z),n=Math.floor(t.mercatorXfromLng(this.bounds.getWest())*r),a=Math.floor(t.mercatorYfromLat(this.bounds.getNorth())*r),i=Math.ceil(t.mercatorXfromLng(this.bounds.getEast())*r),o=Math.ceil(t.mercatorYfromLat(this.bounds.getSouth())*r);return e.x>=n&&e.x<i&&e.y>=a&&e.y<o};var S=function(e){function r(r,n,a,i){if(e.call(this),this.id=r,this.dispatcher=a,this.type=\"vector\",this.minzoom=0,this.maxzoom=22,this.scheme=\"xyz\",this.tileSize=512,this.reparseOverscaled=!0,this.isTileClipped=!0,this._loaded=!1,t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\",\"promoteId\"])),this._options=t.extend({type:\"vector\"},n),this._collectResourceTiming=n.collectResourceTiming,512!==this.tileSize)throw new Error(\"vector tile sources must have a tileSize of 512\");this.setEventedParent(i)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new A(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles,e.map._requestManager._customAccessToken),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken,e.map._requestManager._customAccessToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme)),a={request:this.map._requestManager.transformRequest(n,t.ResourceType.Tile),uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,tileSize:this.tileSize*e.tileID.overscaleFactor(),type:this.type,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};function i(n,a){return delete e.request,e.aborted?r(null):n&&404!==n.status?r(n):(a&&a.resourceTiming&&(e.resourceTiming=a.resourceTiming),this.map._refreshExpiredTiles&&a&&e.setExpiryData(a),e.loadVectorData(a,this.map.painter),t.cacheEntryPossiblyAdded(this.dispatcher),r(null),void(e.reloadCallback&&(this.loadTile(e,e.reloadCallback),e.reloadCallback=null)))}a.request.collectResourceTiming=this._collectResourceTiming,e.actor&&\"expired\"!==e.state?\"loading\"===e.state?e.reloadCallback=r:e.request=e.actor.send(\"reloadTile\",a,i.bind(this)):(e.actor=this.dispatcher.getActor(),e.request=e.actor.send(\"loadTile\",a,i.bind(this)))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.actor&&t.actor.send(\"abortTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.unloadTile=function(t){t.unloadVectorData(),t.actor&&t.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.hasTransition=function(){return!1},r}(t.Evented),E=function(e){function r(r,n,a,i){e.call(this),this.id=r,this.dispatcher=a,this.setEventedParent(i),this.type=\"raster\",this.minzoom=0,this.maxzoom=22,this.roundZoom=!0,this.scheme=\"xyz\",this.tileSize=512,this._loaded=!1,this._options=t.extend({type:\"raster\"},n),t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\"]))}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new A(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.loadTile=function(e,r){var n=this,a=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);e.request=t.getImage(this.map._requestManager.transformRequest(a,t.ResourceType.Tile),(function(a,i){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(a)e.state=\"errored\",r(a);else if(i){n.map._refreshExpiredTiles&&e.setExpiryData(i),delete i.cacheControl,delete i.expires;var o=n.map.painter.context,s=o.gl;e.texture=n.map.painter.getTileTexture(i.width),e.texture?e.texture.update(i,{useMipmap:!0}):(e.texture=new t.Texture(o,i,s.RGBA,{useMipmap:!0}),e.texture.bind(s.LINEAR,s.CLAMP_TO_EDGE,s.LINEAR_MIPMAP_NEAREST),o.extTextureFilterAnisotropic&&s.texParameterf(s.TEXTURE_2D,o.extTextureFilterAnisotropic.TEXTURE_MAX_ANISOTROPY_EXT,o.extTextureFilterAnisotropicMax)),e.state=\"loaded\",t.cacheEntryPossiblyAdded(n.dispatcher),r(null)}}))},r.prototype.abortTile=function(t,e){t.request&&(t.request.cancel(),delete t.request),e()},r.prototype.unloadTile=function(t,e){t.texture&&this.map.painter.saveTileTexture(t.texture),e()},r.prototype.hasTransition=function(){return!1},r}(t.Evented),C=function(e){function r(r,n,a,i){e.call(this,r,n,a,i),this.type=\"raster-dem\",this.maxzoom=22,this._options=t.extend({type:\"raster-dem\"},n),this.encoding=n.encoding||\"mapbox\"}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.serialize=function(){return{type:\"raster-dem\",url:this.url,tileSize:this.tileSize,tiles:this.tiles,bounds:this.bounds,encoding:this.encoding}},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);function a(t,n){t&&(e.state=\"errored\",r(t)),n&&(e.dem=n,e.needsHillshadePrepare=!0,e.state=\"loaded\",r(null))}e.request=t.getImage(this.map._requestManager.transformRequest(n,t.ResourceType.Tile),function(n,i){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(n)e.state=\"errored\",r(n);else if(i){this.map._refreshExpiredTiles&&e.setExpiryData(i),delete i.cacheControl,delete i.expires;var o=t.window.ImageBitmap&&i instanceof t.window.ImageBitmap&&t.offscreenCanvasSupported()?i:t.browser.getImageData(i,1),s={uid:e.uid,coord:e.tileID,source:this.id,rawImageData:o,encoding:this.encoding};e.actor&&\"expired\"!==e.state||(e.actor=this.dispatcher.getActor(),e.actor.send(\"loadDEMTile\",s,a.bind(this)))}}.bind(this)),e.neighboringTiles=this._getNeighboringTiles(e.tileID)},r.prototype._getNeighboringTiles=function(e){var r=e.canonical,n=Math.pow(2,r.z),a=(r.x-1+n)%n,i=0===r.x?e.wrap-1:e.wrap,o=(r.x+1+n)%n,s=r.x+1===n?e.wrap+1:e.wrap,l={};return l[new t.OverscaledTileID(e.overscaledZ,i,r.z,a,r.y).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y).key]={backfilled:!1},r.y>0&&(l[new t.OverscaledTileID(e.overscaledZ,i,r.z,a,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y-1).key]={backfilled:!1}),r.y+1<n&&(l[new t.OverscaledTileID(e.overscaledZ,i,r.z,a,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y+1).key]={backfilled:!1}),l},r.prototype.unloadTile=function(t){t.demTexture&&this.map.painter.saveTileTexture(t.demTexture),t.fbo&&(t.fbo.destroy(),delete t.fbo),t.dem&&delete t.dem,delete t.neighboringTiles,t.state=\"unloaded\",t.actor&&t.actor.send(\"removeDEMTile\",{uid:t.uid,source:this.id})},r}(E),L=function(e){function r(r,n,a,i){e.call(this),this.id=r,this.type=\"geojson\",this.minzoom=0,this.maxzoom=18,this.tileSize=512,this.isTileClipped=!0,this.reparseOverscaled=!0,this._removed=!1,this._loaded=!1,this.actor=a.getActor(),this.setEventedParent(i),this._data=n.data,this._options=t.extend({},n),this._collectResourceTiming=n.collectResourceTiming,this._resourceTiming=[],void 0!==n.maxzoom&&(this.maxzoom=n.maxzoom),n.type&&(this.type=n.type),n.attribution&&(this.attribution=n.attribution),this.promoteId=n.promoteId;var o=t.EXTENT/this.tileSize;this.workerOptions=t.extend({source:this.id,cluster:n.cluster||!1,geojsonVtOptions:{buffer:(void 0!==n.buffer?n.buffer:128)*o,tolerance:(void 0!==n.tolerance?n.tolerance:.375)*o,extent:t.EXTENT,maxZoom:this.maxzoom,lineMetrics:n.lineMetrics||!1,generateId:n.generateId||!1},superclusterOptions:{maxZoom:void 0!==n.clusterMaxZoom?Math.min(n.clusterMaxZoom,this.maxzoom-1):this.maxzoom-1,extent:t.EXTENT,radius:(n.clusterRadius||50)*o,log:!1,generateId:n.generateId||!1},clusterProperties:n.clusterProperties},n.workerOptions)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){var e=this;this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(r){if(r)e.fire(new t.ErrorEvent(r));else{var n={dataType:\"source\",sourceDataType:\"metadata\"};e._collectResourceTiming&&e._resourceTiming&&e._resourceTiming.length>0&&(n.resourceTiming=e._resourceTiming,e._resourceTiming=[]),e.fire(new t.Event(\"data\",n))}}))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setData=function(e){var r=this;return this._data=e,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(e){if(e)r.fire(new t.ErrorEvent(e));else{var n={dataType:\"source\",sourceDataType:\"content\"};r._collectResourceTiming&&r._resourceTiming&&r._resourceTiming.length>0&&(n.resourceTiming=r._resourceTiming,r._resourceTiming=[]),r.fire(new t.Event(\"data\",n))}})),this},r.prototype.getClusterExpansionZoom=function(t,e){return this.actor.send(\"geojson.getClusterExpansionZoom\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterChildren=function(t,e){return this.actor.send(\"geojson.getClusterChildren\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterLeaves=function(t,e,r,n){return this.actor.send(\"geojson.getClusterLeaves\",{source:this.id,clusterId:t,limit:e,offset:r},n),this},r.prototype._updateWorkerData=function(e){var r=this;this._loaded=!1;var n=t.extend({},this.workerOptions),a=this._data;\"string\"==typeof a?(n.request=this.map._requestManager.transformRequest(t.browser.resolveURL(a),t.ResourceType.Source),n.request.collectResourceTiming=this._collectResourceTiming):n.data=JSON.stringify(a),this.actor.send(this.type+\".loadData\",n,(function(t,a){r._removed||a&&a.abandoned||(r._loaded=!0,a&&a.resourceTiming&&a.resourceTiming[r.id]&&(r._resourceTiming=a.resourceTiming[r.id].slice(0)),r.actor.send(r.type+\".coalesce\",{source:n.source},null),e(t))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.loadTile=function(e,r){var n=this,a=e.actor?\"reloadTile\":\"loadTile\";e.actor=this.actor,e.request=this.actor.send(a,{type:this.type,uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,maxZoom:this.maxzoom,tileSize:this.tileSize,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId},(function(t,i){return delete e.request,e.unloadVectorData(),e.aborted?r(null):t?r(t):(e.loadVectorData(i,n.map.painter,\"reloadTile\"===a),r(null))}))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.aborted=!0},r.prototype.unloadTile=function(t){t.unloadVectorData(),this.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id})},r.prototype.onRemove=function(){this._removed=!0,this.actor.send(\"removeSource\",{type:this.type,source:this.id})},r.prototype.serialize=function(){return t.extend({},this._options,{type:this.type,data:this._data})},r.prototype.hasTransition=function(){return!1},r}(t.Evented),P=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2},{name:\"a_texture_pos\",type:\"Int16\",components:2}]),I=function(e){function r(t,r,n,a){e.call(this),this.id=t,this.dispatcher=n,this.coordinates=r.coordinates,this.type=\"image\",this.minzoom=0,this.maxzoom=22,this.tileSize=512,this.tiles={},this._loaded=!1,this.setEventedParent(a),this.options=r}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(e,r){var n=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this.url=this.options.url,t.getImage(this.map._requestManager.transformRequest(this.url,t.ResourceType.Image),(function(a,i){n._loaded=!0,a?n.fire(new t.ErrorEvent(a)):i&&(n.image=i,e&&(n.coordinates=e),r&&r(),n._finishLoading())}))},r.prototype.loaded=function(){return this._loaded},r.prototype.updateImage=function(t){var e=this;return this.image&&t.url?(this.options.url=t.url,this.load(t.coordinates,(function(){e.texture=null})),this):this},r.prototype._finishLoading=function(){this.map&&(this.setCoordinates(this.coordinates),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setCoordinates=function(e){var r=this;this.coordinates=e;var n=e.map(t.MercatorCoordinate.fromLngLat);this.tileID=function(e){for(var r=1/0,n=1/0,a=-1/0,i=-1/0,o=0,s=e;o<s.length;o+=1){var l=s[o];r=Math.min(r,l.x),n=Math.min(n,l.y),a=Math.max(a,l.x),i=Math.max(i,l.y)}var c=Math.max(a-r,i-n),u=Math.max(0,Math.floor(-Math.log(c)/Math.LN2)),h=Math.pow(2,u);return new t.CanonicalTileID(u,Math.floor((r+a)/2*h),Math.floor((n+i)/2*h))}(n),this.minzoom=this.maxzoom=this.tileID.z;var a=n.map((function(t){return r.tileID.getTilePoint(t)._round()}));return this._boundsArray=new t.StructArrayLayout4i8,this._boundsArray.emplaceBack(a[0].x,a[0].y,0,0),this._boundsArray.emplaceBack(a[1].x,a[1].y,t.EXTENT,0),this._boundsArray.emplaceBack(a[3].x,a[3].y,0,t.EXTENT),this._boundsArray.emplaceBack(a[2].x,a[2].y,t.EXTENT,t.EXTENT),this.boundsBuffer&&(this.boundsBuffer.destroy(),delete this.boundsBuffer),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})),this},r.prototype.prepare=function(){if(0!==Object.keys(this.tiles).length&&this.image){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture||(this.texture=new t.Texture(e,this.image,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var a=this.tiles[n];\"loaded\"!==a.state&&(a.state=\"loaded\",a.texture=this.texture)}}},r.prototype.loadTile=function(t,e){this.tileID&&this.tileID.equals(t.tileID.canonical)?(this.tiles[String(t.tileID.wrap)]=t,t.buckets={},e(null)):(t.state=\"errored\",e(null))},r.prototype.serialize=function(){return{type:\"image\",url:this.options.url,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return!1},r}(t.Evented),z=function(e){function r(t,r,n,a){e.call(this,t,r,n,a),this.roundZoom=!0,this.type=\"video\",this.options=r}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1;var r=this.options;this.urls=[];for(var n=0,a=r.urls;n<a.length;n+=1)this.urls.push(this.map._requestManager.transformRequest(a[n],t.ResourceType.Source).url);t.getVideo(this.urls,(function(r,n){e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(e.video=n,e.video.loop=!0,e.video.addEventListener(\"playing\",(function(){e.map.triggerRepaint()})),e.map&&e.video.play(),e._finishLoading())}))},r.prototype.pause=function(){this.video&&this.video.pause()},r.prototype.play=function(){this.video&&this.video.play()},r.prototype.seek=function(e){if(this.video){var r=this.video.seekable;e<r.start(0)||e>r.end(0)?this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+this.id,null,\"Playback for this video can be set only between the \"+r.start(0)+\" and \"+r.end(0)+\"-second mark.\"))):this.video.currentTime=e}},r.prototype.getVideo=function(){return this.video},r.prototype.onAdd=function(t){this.map||(this.map=t,this.load(),this.video&&(this.video.play(),this.setCoordinates(this.coordinates)))},r.prototype.prepare=function(){if(!(0===Object.keys(this.tiles).length||this.video.readyState<2)){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?this.video.paused||(this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE),r.texSubImage2D(r.TEXTURE_2D,0,0,0,r.RGBA,r.UNSIGNED_BYTE,this.video)):(this.texture=new t.Texture(e,this.video,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var a=this.tiles[n];\"loaded\"!==a.state&&(a.state=\"loaded\",a.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"video\",urls:this.urls,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this.video&&!this.video.paused},r}(I),O=function(e){function r(r,n,a,i){e.call(this,r,n,a,i),n.coordinates?Array.isArray(n.coordinates)&&4===n.coordinates.length&&!n.coordinates.some((function(t){return!Array.isArray(t)||2!==t.length||t.some((function(t){return\"number\"!=typeof t}))}))||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"coordinates\" property must be an array of 4 longitude/latitude array pairs'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"coordinates\"'))),n.animate&&\"boolean\"!=typeof n.animate&&this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'optional \"animate\" property must be a boolean value'))),n.canvas?\"string\"==typeof n.canvas||n.canvas instanceof t.window.HTMLCanvasElement||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"canvas\" must be either a string representing the ID of the canvas element from which to read, or an HTMLCanvasElement instance'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"canvas\"'))),this.options=n,this.animate=void 0===n.animate||n.animate}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){this._loaded=!0,this.canvas||(this.canvas=this.options.canvas instanceof t.window.HTMLCanvasElement?this.options.canvas:t.window.document.getElementById(this.options.canvas)),this.width=this.canvas.width,this.height=this.canvas.height,this._hasInvalidDimensions()?this.fire(new t.ErrorEvent(new Error(\"Canvas dimensions cannot be less than or equal to zero.\"))):(this.play=function(){this._playing=!0,this.map.triggerRepaint()},this.pause=function(){this._playing&&(this.prepare(),this._playing=!1)},this._finishLoading())},r.prototype.getCanvas=function(){return this.canvas},r.prototype.onAdd=function(t){this.map=t,this.load(),this.canvas&&this.animate&&this.play()},r.prototype.onRemove=function(){this.pause()},r.prototype.prepare=function(){var e=!1;if(this.canvas.width!==this.width&&(this.width=this.canvas.width,e=!0),this.canvas.height!==this.height&&(this.height=this.canvas.height,e=!0),!this._hasInvalidDimensions()&&0!==Object.keys(this.tiles).length){var r=this.map.painter.context,n=r.gl;for(var a in this.boundsBuffer||(this.boundsBuffer=r.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?(e||this._playing)&&this.texture.update(this.canvas,{premultiply:!0}):this.texture=new t.Texture(r,this.canvas,n.RGBA,{premultiply:!0}),this.tiles){var i=this.tiles[a];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"canvas\",coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this._playing},r.prototype._hasInvalidDimensions=function(){for(var t=0,e=[this.canvas.width,this.canvas.height];t<e.length;t+=1){var r=e[t];if(isNaN(r)||r<=0)return!0}return!1},r}(I),D={vector:S,raster:E,\"raster-dem\":C,geojson:L,video:z,image:I,canvas:O};function R(e,r){var n=t.identity([]);return t.translate(n,n,[1,1,0]),t.scale(n,n,[.5*e.width,.5*e.height,1]),t.multiply(n,n,e.calculatePosMatrix(r.toUnwrapped()))}function F(t,e,r,n,a,i){var o=function(t,e,r){if(t)for(var n=0,a=t;n<a.length;n+=1){var i=e[a[n]];if(i&&i.source===r&&\"fill-extrusion\"===i.type)return!0}else for(var o in e){var s=e[o];if(s.source===r&&\"fill-extrusion\"===s.type)return!0}return!1}(a&&a.layers,e,t.id),s=i.maxPitchScaleFactor(),l=t.tilesIn(n,s,o);l.sort(B);for(var c=[],u=0,h=l;u<h.length;u+=1){var f=h[u];c.push({wrappedTileID:f.tileID.wrapped().key,queryResults:f.tile.queryRenderedFeatures(e,r,t._state,f.queryGeometry,f.cameraQueryGeometry,f.scale,a,i,s,R(t.transform,f.tileID))})}var p=function(t){for(var e={},r={},n=0,a=t;n<a.length;n+=1){var i=a[n],o=i.queryResults,s=i.wrappedTileID,l=r[s]=r[s]||{};for(var c in o)for(var u=o[c],h=l[c]=l[c]||{},f=e[c]=e[c]||[],p=0,d=u;p<d.length;p+=1){var g=d[p];h[g.featureIndex]||(h[g.featureIndex]=!0,f.push(g))}}return e}(c);for(var d in p)p[d].forEach((function(e){var r=e.feature,n=t.getFeatureState(r.layer[\"source-layer\"],r.id);r.source=r.layer.source,r.layer[\"source-layer\"]&&(r.sourceLayer=r.layer[\"source-layer\"]),r.state=n}));return p}function B(t,e){var r=t.tileID,n=e.tileID;return r.overscaledZ-n.overscaledZ||r.canonical.y-n.canonical.y||r.wrap-n.wrap||r.canonical.x-n.canonical.x}var N=function(t,e){this.max=t,this.onRemove=e,this.reset()};N.prototype.reset=function(){for(var t in this.data)for(var e=0,r=this.data[t];e<r.length;e+=1){var n=r[e];n.timeout&&clearTimeout(n.timeout),this.onRemove(n.value)}return this.data={},this.order=[],this},N.prototype.add=function(t,e,r){var n=this,a=t.wrapped().key;void 0===this.data[a]&&(this.data[a]=[]);var i={value:e,timeout:void 0};if(void 0!==r&&(i.timeout=setTimeout((function(){n.remove(t,i)}),r)),this.data[a].push(i),this.order.push(a),this.order.length>this.max){var o=this._getAndRemoveByKey(this.order[0]);o&&this.onRemove(o)}return this},N.prototype.has=function(t){return t.wrapped().key in this.data},N.prototype.getAndRemove=function(t){return this.has(t)?this._getAndRemoveByKey(t.wrapped().key):null},N.prototype._getAndRemoveByKey=function(t){var e=this.data[t].shift();return e.timeout&&clearTimeout(e.timeout),0===this.data[t].length&&delete this.data[t],this.order.splice(this.order.indexOf(t),1),e.value},N.prototype.getByKey=function(t){var e=this.data[t];return e?e[0].value:null},N.prototype.get=function(t){return this.has(t)?this.data[t.wrapped().key][0].value:null},N.prototype.remove=function(t,e){if(!this.has(t))return this;var r=t.wrapped().key,n=void 0===e?0:this.data[r].indexOf(e),a=this.data[r][n];return this.data[r].splice(n,1),a.timeout&&clearTimeout(a.timeout),0===this.data[r].length&&delete this.data[r],this.onRemove(a.value),this.order.splice(this.order.indexOf(r),1),this},N.prototype.setMaxSize=function(t){for(this.max=t;this.order.length>this.max;){var e=this._getAndRemoveByKey(this.order[0]);e&&this.onRemove(e)}return this},N.prototype.filter=function(t){var e=[];for(var r in this.data)for(var n=0,a=this.data[r];n<a.length;n+=1){var i=a[n];t(i.value)||e.push(i)}for(var o=0,s=e;o<s.length;o+=1){var l=s[o];this.remove(l.value.tileID,l)}};var j=function(t,e,r){this.context=t;var n=t.gl;this.buffer=n.createBuffer(),this.dynamicDraw=Boolean(r),this.context.unbindVAO(),t.bindElementBuffer.set(this.buffer),n.bufferData(n.ELEMENT_ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?n.DYNAMIC_DRAW:n.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer};j.prototype.bind=function(){this.context.bindElementBuffer.set(this.buffer)},j.prototype.updateData=function(t){var e=this.context.gl;this.context.unbindVAO(),this.bind(),e.bufferSubData(e.ELEMENT_ARRAY_BUFFER,0,t.arrayBuffer)},j.prototype.destroy=function(){this.buffer&&(this.context.gl.deleteBuffer(this.buffer),delete this.buffer)};var U={Int8:\"BYTE\",Uint8:\"UNSIGNED_BYTE\",Int16:\"SHORT\",Uint16:\"UNSIGNED_SHORT\",Int32:\"INT\",Uint32:\"UNSIGNED_INT\",Float32:\"FLOAT\"},V=function(t,e,r,n){this.length=e.length,this.attributes=r,this.itemSize=e.bytesPerElement,this.dynamicDraw=n,this.context=t;var a=t.gl;this.buffer=a.createBuffer(),t.bindVertexBuffer.set(this.buffer),a.bufferData(a.ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?a.DYNAMIC_DRAW:a.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer};V.prototype.bind=function(){this.context.bindVertexBuffer.set(this.buffer)},V.prototype.updateData=function(t){var e=this.context.gl;this.bind(),e.bufferSubData(e.ARRAY_BUFFER,0,t.arrayBuffer)},V.prototype.enableAttributes=function(t,e){for(var r=0;r<this.attributes.length;r++){var n=e.attributes[this.attributes[r].name];void 0!==n&&t.enableVertexAttribArray(n)}},V.prototype.setVertexAttribPointers=function(t,e,r){for(var n=0;n<this.attributes.length;n++){var a=this.attributes[n],i=e.attributes[a.name];void 0!==i&&t.vertexAttribPointer(i,a.components,t[U[a.type]],!1,this.itemSize,a.offset+this.itemSize*(r||0))}},V.prototype.destroy=function(){this.buffer&&(this.context.gl.deleteBuffer(this.buffer),delete this.buffer)};var q=function(t){this.gl=t.gl,this.default=this.getDefault(),this.current=this.default,this.dirty=!1};q.prototype.get=function(){return this.current},q.prototype.set=function(t){},q.prototype.getDefault=function(){return this.default},q.prototype.setDefault=function(){this.set(this.default)};var H=function(e){function r(){e.apply(this,arguments)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.getDefault=function(){return t.Color.transparent},r.prototype.set=function(t){var e=this.current;(t.r!==e.r||t.g!==e.g||t.b!==e.b||t.a!==e.a||this.dirty)&&(this.gl.clearColor(t.r,t.g,t.b,t.a),this.current=t,this.dirty=!1)},r}(q),G=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return 1},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.clearDepth(t),this.current=t,this.dirty=!1)},e}(q),Y=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return 0},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.clearStencil(t),this.current=t,this.dirty=!1)},e}(q),W=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return[!0,!0,!0,!0]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||t[2]!==e[2]||t[3]!==e[3]||this.dirty)&&(this.gl.colorMask(t[0],t[1],t[2],t[3]),this.current=t,this.dirty=!1)},e}(q),Z=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!0},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.depthMask(t),this.current=t,this.dirty=!1)},e}(q),X=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return 255},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.stencilMask(t),this.current=t,this.dirty=!1)},e}(q),J=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return{func:this.gl.ALWAYS,ref:0,mask:255}},e.prototype.set=function(t){var e=this.current;(t.func!==e.func||t.ref!==e.ref||t.mask!==e.mask||this.dirty)&&(this.gl.stencilFunc(t.func,t.ref,t.mask),this.current=t,this.dirty=!1)},e}(q),K=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){var t=this.gl;return[t.KEEP,t.KEEP,t.KEEP]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||t[2]!==e[2]||this.dirty)&&(this.gl.stencilOp(t[0],t[1],t[2]),this.current=t,this.dirty=!1)},e}(q),Q=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;t?e.enable(e.STENCIL_TEST):e.disable(e.STENCIL_TEST),this.current=t,this.dirty=!1}},e}(q),$=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return[0,1]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||this.dirty)&&(this.gl.depthRange(t[0],t[1]),this.current=t,this.dirty=!1)},e}(q),tt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;t?e.enable(e.DEPTH_TEST):e.disable(e.DEPTH_TEST),this.current=t,this.dirty=!1}},e}(q),et=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return 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e=this.gl;e.bindFramebuffer(e.FRAMEBUFFER,t),this.current=t,this.dirty=!1}},e}(q),pt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindRenderbuffer(e.RENDERBUFFER,t),this.current=t,this.dirty=!1}},e}(q),dt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindTexture(e.TEXTURE_2D,t),this.current=t,this.dirty=!1}},e}(q),gt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindBuffer(e.ARRAY_BUFFER,t),this.current=t,this.dirty=!1}},e}(q),mt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){var e=this.gl;e.bindBuffer(e.ELEMENT_ARRAY_BUFFER,t),this.current=t,this.dirty=!1},e}(q),vt=function(t){function e(e){t.call(this,e),this.vao=e.extVertexArrayObject}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){this.vao&&(t!==this.current||this.dirty)&&(this.vao.bindVertexArrayOES(t),this.current=t,this.dirty=!1)},e}(q),yt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return 4},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_ALIGNMENT,t),this.current=t,this.dirty=!1}},e}(q),xt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_PREMULTIPLY_ALPHA_WEBGL,t),this.current=t,this.dirty=!1}},e}(q),bt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_FLIP_Y_WEBGL,t),this.current=t,this.dirty=!1}},e}(q),_t=function(t){function e(e,r){t.call(this,e),this.context=e,this.parent=r}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e}(q),wt=function(t){function 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t=this.context.gl,e=this.colorAttachment.get();if(e&&t.deleteTexture(e),this.depthAttachment){var r=this.depthAttachment.get();r&&t.deleteRenderbuffer(r)}t.deleteFramebuffer(this.framebuffer)};var Mt=function(t,e,r){this.func=t,this.mask=e,this.range=r};Mt.ReadOnly=!1,Mt.ReadWrite=!0,Mt.disabled=new Mt(519,Mt.ReadOnly,[0,1]);var At=function(t,e,r,n,a,i){this.test=t,this.ref=e,this.mask=r,this.fail=n,this.depthFail=a,this.pass=i};At.disabled=new At({func:519,mask:0},0,0,7680,7680,7680);var St=function(t,e,r){this.blendFunction=t,this.blendColor=e,this.mask=r};St.disabled=new St(St.Replace=[1,0],t.Color.transparent,[!1,!1,!1,!1]),St.unblended=new St(St.Replace,t.Color.transparent,[!0,!0,!0,!0]),St.alphaBlended=new St([1,771],t.Color.transparent,[!0,!0,!0,!0]);var Et=function(t,e,r){this.enable=t,this.mode=e,this.frontFace=r};Et.disabled=new Et(!1,1029,2305),Et.backCCW=new Et(!0,1029,2305);var Ct=function(t){this.gl=t,this.extVertexArrayObject=this.gl.getExtension(\"OES_vertex_array_object\"),this.clearColor=new H(this),this.clearDepth=new G(this),this.clearStencil=new Y(this),this.colorMask=new W(this),this.depthMask=new Z(this),this.stencilMask=new X(this),this.stencilFunc=new J(this),this.stencilOp=new K(this),this.stencilTest=new Q(this),this.depthRange=new $(this),this.depthTest=new tt(this),this.depthFunc=new et(this),this.blend=new rt(this),this.blendFunc=new nt(this),this.blendColor=new at(this),this.blendEquation=new it(this),this.cullFace=new ot(this),this.cullFaceSide=new st(this),this.frontFace=new lt(this),this.program=new ct(this),this.activeTexture=new ut(this),this.viewport=new ht(this),this.bindFramebuffer=new ft(this),this.bindRenderbuffer=new pt(this),this.bindTexture=new dt(this),this.bindVertexBuffer=new gt(this),this.bindElementBuffer=new mt(this),this.bindVertexArrayOES=this.extVertexArrayObject&&new vt(this),this.pixelStoreUnpack=new yt(this),this.pixelStoreUnpackPremultiplyAlpha=new xt(this),this.pixelStoreUnpackFlipY=new bt(this),this.extTextureFilterAnisotropic=t.getExtension(\"EXT_texture_filter_anisotropic\")||t.getExtension(\"MOZ_EXT_texture_filter_anisotropic\")||t.getExtension(\"WEBKIT_EXT_texture_filter_anisotropic\"),this.extTextureFilterAnisotropic&&(this.extTextureFilterAnisotropicMax=t.getParameter(this.extTextureFilterAnisotropic.MAX_TEXTURE_MAX_ANISOTROPY_EXT)),this.extTextureHalfFloat=t.getExtension(\"OES_texture_half_float\"),this.extTextureHalfFloat&&(t.getExtension(\"OES_texture_half_float_linear\"),this.extRenderToTextureHalfFloat=t.getExtension(\"EXT_color_buffer_half_float\")),this.extTimerQuery=t.getExtension(\"EXT_disjoint_timer_query\")};Ct.prototype.setDefault=function(){this.unbindVAO(),this.clearColor.setDefault(),this.clearDepth.setDefault(),this.clearStencil.setDefault(),this.colorMask.setDefault(),this.depthMask.setDefault(),this.stencilMask.setDefault(),this.stencilFunc.setDefault(),this.stencilOp.setDefault(),this.stencilTest.setDefault(),this.depthRange.setDefault(),this.depthTest.setDefault(),this.depthFunc.setDefault(),this.blend.setDefault(),this.blendFunc.setDefault(),this.blendColor.setDefault(),this.blendEquation.setDefault(),this.cullFace.setDefault(),this.cullFaceSide.setDefault(),this.frontFace.setDefault(),this.program.setDefault(),this.activeTexture.setDefault(),this.bindFramebuffer.setDefault(),this.pixelStoreUnpack.setDefault(),this.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.pixelStoreUnpackFlipY.setDefault()},Ct.prototype.setDirty=function(){this.clearColor.dirty=!0,this.clearDepth.dirty=!0,this.clearStencil.dirty=!0,this.colorMask.dirty=!0,this.depthMask.dirty=!0,this.stencilMask.dirty=!0,this.stencilFunc.dirty=!0,this.stencilOp.dirty=!0,this.stencilTest.dirty=!0,this.depthRange.dirty=!0,this.depthTest.dirty=!0,this.depthFunc.dirty=!0,this.blend.dirty=!0,this.blendFunc.dirty=!0,this.blendColor.dirty=!0,this.blendEquation.dirty=!0,this.cullFace.dirty=!0,this.cullFaceSide.dirty=!0,this.frontFace.dirty=!0,this.program.dirty=!0,this.activeTexture.dirty=!0,this.viewport.dirty=!0,this.bindFramebuffer.dirty=!0,this.bindRenderbuffer.dirty=!0,this.bindTexture.dirty=!0,this.bindVertexBuffer.dirty=!0,this.bindElementBuffer.dirty=!0,this.extVertexArrayObject&&(this.bindVertexArrayOES.dirty=!0),this.pixelStoreUnpack.dirty=!0,this.pixelStoreUnpackPremultiplyAlpha.dirty=!0,this.pixelStoreUnpackFlipY.dirty=!0},Ct.prototype.createIndexBuffer=function(t,e){return new j(this,t,e)},Ct.prototype.createVertexBuffer=function(t,e,r){return new V(this,t,e,r)},Ct.prototype.createRenderbuffer=function(t,e,r){var n=this.gl,a=n.createRenderbuffer();return this.bindRenderbuffer.set(a),n.renderbufferStorage(n.RENDERBUFFER,t,e,r),this.bindRenderbuffer.set(null),a},Ct.prototype.createFramebuffer=function(t,e,r){return new kt(this,t,e,r)},Ct.prototype.clear=function(t){var e=t.color,r=t.depth,n=this.gl,a=0;e&&(a|=n.COLOR_BUFFER_BIT,this.clearColor.set(e),this.colorMask.set([!0,!0,!0,!0])),void 0!==r&&(a|=n.DEPTH_BUFFER_BIT,this.depthRange.set([0,1]),this.clearDepth.set(r),this.depthMask.set(!0)),n.clear(a)},Ct.prototype.setCullFace=function(t){!1===t.enable?this.cullFace.set(!1):(this.cullFace.set(!0),this.cullFaceSide.set(t.mode),this.frontFace.set(t.frontFace))},Ct.prototype.setDepthMode=function(t){t.func!==this.gl.ALWAYS||t.mask?(this.depthTest.set(!0),this.depthFunc.set(t.func),this.depthMask.set(t.mask),this.depthRange.set(t.range)):this.depthTest.set(!1)},Ct.prototype.setStencilMode=function(t){t.test.func!==this.gl.ALWAYS||t.mask?(this.stencilTest.set(!0),this.stencilMask.set(t.mask),this.stencilOp.set([t.fail,t.depthFail,t.pass]),this.stencilFunc.set({func:t.test.func,ref:t.ref,mask:t.test.mask})):this.stencilTest.set(!1)},Ct.prototype.setColorMode=function(e){t.deepEqual(e.blendFunction,St.Replace)?this.blend.set(!1):(this.blend.set(!0),this.blendFunc.set(e.blendFunction),this.blendColor.set(e.blendColor)),this.colorMask.set(e.mask)},Ct.prototype.unbindVAO=function(){this.extVertexArrayObject&&this.bindVertexArrayOES.set(null)};var Lt=function(e){function r(r,n,a){var i=this;e.call(this),this.id=r,this.dispatcher=a,this.on(\"data\",(function(t){\"source\"===t.dataType&&\"metadata\"===t.sourceDataType&&(i._sourceLoaded=!0),i._sourceLoaded&&!i._paused&&\"source\"===t.dataType&&\"content\"===t.sourceDataType&&(i.reload(),i.transform&&i.update(i.transform))})),this.on(\"error\",(function(){i._sourceErrored=!0})),this._source=function(e,r,n,a){var i=new D[r.type](e,r,n,a);if(i.id!==e)throw new Error(\"Expected Source id to be \"+e+\" instead of \"+i.id);return t.bindAll([\"load\",\"abort\",\"unload\",\"serialize\",\"prepare\"],i),i}(r,n,a,this),this._tiles={},this._cache=new N(0,this._unloadTile.bind(this)),this._timers={},this._cacheTimers={},this._maxTileCacheSize=null,this._loadedParentTiles={},this._coveredTiles={},this._state=new t.SourceFeatureState}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.onAdd=function(t){this.map=t,this._maxTileCacheSize=t?t._maxTileCacheSize:null,this._source&&this._source.onAdd&&this._source.onAdd(t)},r.prototype.onRemove=function(t){this._source&&this._source.onRemove&&this._source.onRemove(t)},r.prototype.loaded=function(){if(this._sourceErrored)return!0;if(!this._sourceLoaded)return!1;if(!this._source.loaded())return!1;for(var t in this._tiles){var e=this._tiles[t];if(\"loaded\"!==e.state&&\"errored\"!==e.state)return!1}return!0},r.prototype.getSource=function(){return this._source},r.prototype.pause=function(){this._paused=!0},r.prototype.resume=function(){if(this._paused){var t=this._shouldReloadOnResume;this._paused=!1,this._shouldReloadOnResume=!1,t&&this.reload(),this.transform&&this.update(this.transform)}},r.prototype._loadTile=function(t,e){return this._source.loadTile(t,e)},r.prototype._unloadTile=function(t){if(this._source.unloadTile)return this._source.unloadTile(t,(function(){}))},r.prototype._abortTile=function(t){if(this._source.abortTile)return this._source.abortTile(t,(function(){}))},r.prototype.serialize=function(){return this._source.serialize()},r.prototype.prepare=function(t){for(var e in this._source.prepare&&this._source.prepare(),this._state.coalesceChanges(this._tiles,this.map?this.map.painter:null),this._tiles){var r=this._tiles[e];r.upload(t),r.prepare(this.map.style.imageManager)}},r.prototype.getIds=function(){return t.values(this._tiles).map((function(t){return t.tileID})).sort(Pt).map((function(t){return t.key}))},r.prototype.getRenderableIds=function(e){var r=this,n=[];for(var a in this._tiles)this._isIdRenderable(a,e)&&n.push(this._tiles[a]);return e?n.sort((function(e,n){var a=e.tileID,i=n.tileID,o=new t.Point(a.canonical.x,a.canonical.y)._rotate(r.transform.angle),s=new t.Point(i.canonical.x,i.canonical.y)._rotate(r.transform.angle);return a.overscaledZ-i.overscaledZ||s.y-o.y||s.x-o.x})).map((function(t){return t.tileID.key})):n.map((function(t){return t.tileID})).sort(Pt).map((function(t){return t.key}))},r.prototype.hasRenderableParent=function(t){var e=this.findLoadedParent(t,0);return!!e&&this._isIdRenderable(e.tileID.key)},r.prototype._isIdRenderable=function(t,e){return this._tiles[t]&&this._tiles[t].hasData()&&!this._coveredTiles[t]&&(e||!this._tiles[t].holdingForFade())},r.prototype.reload=function(){if(this._paused)this._shouldReloadOnResume=!0;else for(var t in this._cache.reset(),this._tiles)\"errored\"!==this._tiles[t].state&&this._reloadTile(t,\"reloading\")},r.prototype._reloadTile=function(t,e){var r=this._tiles[t];r&&(\"loading\"!==r.state&&(r.state=e),this._loadTile(r,this._tileLoaded.bind(this,r,t,e)))},r.prototype._tileLoaded=function(e,r,n,a){if(a)return e.state=\"errored\",void(404!==a.status?this._source.fire(new t.ErrorEvent(a,{tile:e})):this.update(this.transform));e.timeAdded=t.browser.now(),\"expired\"===n&&(e.refreshedUponExpiration=!0),this._setTileReloadTimer(r,e),\"raster-dem\"===this.getSource().type&&e.dem&&this._backfillDEM(e),this._state.initializeTileState(e,this.map?this.map.painter:null),this._source.fire(new t.Event(\"data\",{dataType:\"source\",tile:e,coord:e.tileID}))},r.prototype._backfillDEM=function(t){for(var e=this.getRenderableIds(),r=0;r<e.length;r++){var n=e[r];if(t.neighboringTiles&&t.neighboringTiles[n]){var a=this.getTileByID(n);i(t,a),i(a,t)}}function i(t,e){t.needsHillshadePrepare=!0;var r=e.tileID.canonical.x-t.tileID.canonical.x,n=e.tileID.canonical.y-t.tileID.canonical.y,a=Math.pow(2,t.tileID.canonical.z),i=e.tileID.key;0===r&&0===n||Math.abs(n)>1||(Math.abs(r)>1&&(1===Math.abs(r+a)?r+=a:1===Math.abs(r-a)&&(r-=a)),e.dem&&t.dem&&(t.dem.backfillBorder(e.dem,r,n),t.neighboringTiles&&t.neighboringTiles[i]&&(t.neighboringTiles[i].backfilled=!0)))}},r.prototype.getTile=function(t){return this.getTileByID(t.key)},r.prototype.getTileByID=function(t){return this._tiles[t]},r.prototype._retainLoadedChildren=function(t,e,r,n){for(var a in this._tiles){var i=this._tiles[a];if(!(n[a]||!i.hasData()||i.tileID.overscaledZ<=e||i.tileID.overscaledZ>r)){for(var o=i.tileID;i&&i.tileID.overscaledZ>e+1;){var s=i.tileID.scaledTo(i.tileID.overscaledZ-1);(i=this._tiles[s.key])&&i.hasData()&&(o=s)}for(var l=o;l.overscaledZ>e;)if(t[(l=l.scaledTo(l.overscaledZ-1)).key]){n[o.key]=o;break}}}},r.prototype.findLoadedParent=function(t,e){if(t.key in this._loadedParentTiles){var r=this._loadedParentTiles[t.key];return r&&r.tileID.overscaledZ>=e?r:null}for(var n=t.overscaledZ-1;n>=e;n--){var a=t.scaledTo(n),i=this._getLoadedTile(a);if(i)return i}},r.prototype._getLoadedTile=function(t){var e=this._tiles[t.key];return e&&e.hasData()?e:this._cache.getByKey(t.wrapped().key)},r.prototype.updateCacheSize=function(t){var e=Math.ceil(t.width/this._source.tileSize)+1,r=Math.ceil(t.height/this._source.tileSize)+1,n=Math.floor(e*r*5),a=\"number\"==typeof this._maxTileCacheSize?Math.min(this._maxTileCacheSize,n):n;this._cache.setMaxSize(a)},r.prototype.handleWrapJump=function(t){var e=Math.round((t-(void 0===this._prevLng?t:this._prevLng))/360);if(this._prevLng=t,e){var r={};for(var n in this._tiles){var a=this._tiles[n];a.tileID=a.tileID.unwrapTo(a.tileID.wrap+e),r[a.tileID.key]=a}for(var i in this._tiles=r,this._timers)clearTimeout(this._timers[i]),delete this._timers[i];for(var o in this._tiles)this._setTileReloadTimer(o,this._tiles[o])}},r.prototype.update=function(e){var n=this;if(this.transform=e,this._sourceLoaded&&!this._paused){var a;this.updateCacheSize(e),this.handleWrapJump(this.transform.center.lng),this._coveredTiles={},this.used?this._source.tileID?a=e.getVisibleUnwrappedCoordinates(this._source.tileID).map((function(e){return new t.OverscaledTileID(e.canonical.z,e.wrap,e.canonical.z,e.canonical.x,e.canonical.y)})):(a=e.coveringTiles({tileSize:this._source.tileSize,minzoom:this._source.minzoom,maxzoom:this._source.maxzoom,roundZoom:this._source.roundZoom,reparseOverscaled:this._source.reparseOverscaled}),this._source.hasTile&&(a=a.filter((function(t){return n._source.hasTile(t)})))):a=[];var i=e.coveringZoomLevel(this._source),o=Math.max(i-r.maxOverzooming,this._source.minzoom),s=Math.max(i+r.maxUnderzooming,this._source.minzoom),l=this._updateRetainedTiles(a,i);if(It(this._source.type)){for(var c={},u={},h=0,f=Object.keys(l);h<f.length;h+=1){var p=f[h],d=l[p],g=this._tiles[p];if(g&&!(g.fadeEndTime&&g.fadeEndTime<=t.browser.now())){var m=this.findLoadedParent(d,o);m&&(this._addTile(m.tileID),c[m.tileID.key]=m.tileID),u[p]=d}}for(var v in this._retainLoadedChildren(u,i,s,l),c)l[v]||(this._coveredTiles[v]=!0,l[v]=c[v])}for(var y in l)this._tiles[y].clearFadeHold();for(var x=0,b=t.keysDifference(this._tiles,l);x<b.length;x+=1){var _=b[x],w=this._tiles[_];w.hasSymbolBuckets&&!w.holdingForFade()?w.setHoldDuration(this.map._fadeDuration):w.hasSymbolBuckets&&!w.symbolFadeFinished()||this._removeTile(_)}this._updateLoadedParentTileCache()}},r.prototype.releaseSymbolFadeTiles=function(){for(var t in this._tiles)this._tiles[t].holdingForFade()&&this._removeTile(t)},r.prototype._updateRetainedTiles=function(t,e){for(var n={},a={},i=Math.max(e-r.maxOverzooming,this._source.minzoom),o=Math.max(e+r.maxUnderzooming,this._source.minzoom),s={},l=0,c=t;l<c.length;l+=1){var u=c[l],h=this._addTile(u);n[u.key]=u,h.hasData()||e<this._source.maxzoom&&(s[u.key]=u)}this._retainLoadedChildren(s,e,o,n);for(var f=0,p=t;f<p.length;f+=1){var d=p[f],g=this._tiles[d.key];if(!g.hasData()){if(e+1>this._source.maxzoom){var m=d.children(this._source.maxzoom)[0],v=this.getTile(m);if(v&&v.hasData()){n[m.key]=m;continue}}else{var y=d.children(this._source.maxzoom);if(n[y[0].key]&&n[y[1].key]&&n[y[2].key]&&n[y[3].key])continue}for(var x=g.wasRequested(),b=d.overscaledZ-1;b>=i;--b){var _=d.scaledTo(b);if(a[_.key])break;if(a[_.key]=!0,!(g=this.getTile(_))&&x&&(g=this._addTile(_)),g&&(n[_.key]=_,x=g.wasRequested(),g.hasData()))break}}}return n},r.prototype._updateLoadedParentTileCache=function(){for(var t in this._loadedParentTiles={},this._tiles){for(var e=[],r=void 0,n=this._tiles[t].tileID;n.overscaledZ>0;){if(n.key in this._loadedParentTiles){r=this._loadedParentTiles[n.key];break}e.push(n.key);var a=n.scaledTo(n.overscaledZ-1);if(r=this._getLoadedTile(a))break;n=a}for(var i=0,o=e;i<o.length;i+=1)this._loadedParentTiles[o[i]]=r}},r.prototype._addTile=function(e){var r=this._tiles[e.key];if(r)return r;(r=this._cache.getAndRemove(e))&&(this._setTileReloadTimer(e.key,r),r.tileID=e,this._state.initializeTileState(r,this.map?this.map.painter:null),this._cacheTimers[e.key]&&(clearTimeout(this._cacheTimers[e.key]),delete this._cacheTimers[e.key],this._setTileReloadTimer(e.key,r)));var n=Boolean(r);return n||(r=new t.Tile(e,this._source.tileSize*e.overscaleFactor()),this._loadTile(r,this._tileLoaded.bind(this,r,e.key,r.state))),r?(r.uses++,this._tiles[e.key]=r,n||this._source.fire(new t.Event(\"dataloading\",{tile:r,coord:r.tileID,dataType:\"source\"})),r):null},r.prototype._setTileReloadTimer=function(t,e){var r=this;t in this._timers&&(clearTimeout(this._timers[t]),delete this._timers[t]);var n=e.getExpiryTimeout();n&&(this._timers[t]=setTimeout((function(){r._reloadTile(t,\"expired\"),delete r._timers[t]}),n))},r.prototype._removeTile=function(t){var e=this._tiles[t];e&&(e.uses--,delete this._tiles[t],this._timers[t]&&(clearTimeout(this._timers[t]),delete this._timers[t]),e.uses>0||(e.hasData()&&\"reloading\"!==e.state?this._cache.add(e.tileID,e,e.getExpiryTimeout()):(e.aborted=!0,this._abortTile(e),this._unloadTile(e))))},r.prototype.clearTiles=function(){for(var t in this._shouldReloadOnResume=!1,this._paused=!1,this._tiles)this._removeTile(t);this._cache.reset()},r.prototype.tilesIn=function(e,r,n){var a=this,i=[],o=this.transform;if(!o)return i;for(var s=n?o.getCameraQueryGeometry(e):e,l=e.map((function(t){return o.pointCoordinate(t)})),c=s.map((function(t){return o.pointCoordinate(t)})),u=this.getIds(),h=1/0,f=1/0,p=-1/0,d=-1/0,g=0,m=c;g<m.length;g+=1){var v=m[g];h=Math.min(h,v.x),f=Math.min(f,v.y),p=Math.max(p,v.x),d=Math.max(d,v.y)}for(var y=function(e){var n=a._tiles[u[e]];if(!n.holdingForFade()){var s=n.tileID,g=Math.pow(2,o.zoom-n.tileID.overscaledZ),m=r*n.queryPadding*t.EXTENT/n.tileSize/g,v=[s.getTilePoint(new t.MercatorCoordinate(h,f)),s.getTilePoint(new t.MercatorCoordinate(p,d))];if(v[0].x-m<t.EXTENT&&v[0].y-m<t.EXTENT&&v[1].x+m>=0&&v[1].y+m>=0){var y=l.map((function(t){return s.getTilePoint(t)})),x=c.map((function(t){return s.getTilePoint(t)}));i.push({tile:n,tileID:s,queryGeometry:y,cameraQueryGeometry:x,scale:g})}}},x=0;x<u.length;x++)y(x);return i},r.prototype.getVisibleCoordinates=function(t){for(var e=this,r=this.getRenderableIds(t).map((function(t){return e._tiles[t].tileID})),n=0,a=r;n<a.length;n+=1){var i=a[n];i.posMatrix=this.transform.calculatePosMatrix(i.toUnwrapped())}return r},r.prototype.hasTransition=function(){if(this._source.hasTransition())return!0;if(It(this._source.type))for(var e in this._tiles){var r=this._tiles[e];if(void 0!==r.fadeEndTime&&r.fadeEndTime>=t.browser.now())return!0}return!1},r.prototype.setFeatureState=function(t,e,r){this._state.updateState(t=t||\"_geojsonTileLayer\",e,r)},r.prototype.removeFeatureState=function(t,e,r){this._state.removeFeatureState(t=t||\"_geojsonTileLayer\",e,r)},r.prototype.getFeatureState=function(t,e){return this._state.getState(t=t||\"_geojsonTileLayer\",e)},r.prototype.setDependencies=function(t,e,r){var n=this._tiles[t];n&&n.setDependencies(e,r)},r.prototype.reloadTilesForDependencies=function(t,e){for(var r in this._tiles)this._tiles[r].hasDependency(t,e)&&this._reloadTile(r,\"reloading\");this._cache.filter((function(r){return!r.hasDependency(t,e)}))},r}(t.Evented);function Pt(t,e){var r=Math.abs(2*t.wrap)-+(t.wrap<0),n=Math.abs(2*e.wrap)-+(e.wrap<0);return t.overscaledZ-e.overscaledZ||n-r||e.canonical.y-t.canonical.y||e.canonical.x-t.canonical.x}function It(t){return\"raster\"===t||\"image\"===t||\"video\"===t}function zt(){return new t.window.Worker(Ya.workerUrl)}Lt.maxOverzooming=10,Lt.maxUnderzooming=3;var Ot=\"mapboxgl_preloaded_worker_pool\",Dt=function(){this.active={}};Dt.prototype.acquire=function(t){if(!this.workers)for(this.workers=[];this.workers.length<Dt.workerCount;)this.workers.push(new zt);return this.active[t]=!0,this.workers.slice()},Dt.prototype.release=function(t){delete this.active[t],0===this.numActive()&&(this.workers.forEach((function(t){t.terminate()})),this.workers=null)},Dt.prototype.isPreloaded=function(){return!!this.active[Ot]},Dt.prototype.numActive=function(){return Object.keys(this.active).length};var Rt,Ft=Math.floor(t.browser.hardwareConcurrency/2);function Bt(){return Rt||(Rt=new Dt),Rt}function Nt(e,r){var n={};for(var a in e)\"ref\"!==a&&(n[a]=e[a]);return t.refProperties.forEach((function(t){t in r&&(n[t]=r[t])})),n}function jt(t){t=t.slice();for(var e=Object.create(null),r=0;r<t.length;r++)e[t[r].id]=t[r];for(var n=0;n<t.length;n++)\"ref\"in t[n]&&(t[n]=Nt(t[n],e[t[n].ref]));return t}Dt.workerCount=Math.max(Math.min(Ft,6),1);var Ut={setStyle:\"setStyle\",addLayer:\"addLayer\",removeLayer:\"removeLayer\",setPaintProperty:\"setPaintProperty\",setLayoutProperty:\"setLayoutProperty\",setFilter:\"setFilter\",addSource:\"addSource\",removeSource:\"removeSource\",setGeoJSONSourceData:\"setGeoJSONSourceData\",setLayerZoomRange:\"setLayerZoomRange\",setLayerProperty:\"setLayerProperty\",setCenter:\"setCenter\",setZoom:\"setZoom\",setBearing:\"setBearing\",setPitch:\"setPitch\",setSprite:\"setSprite\",setGlyphs:\"setGlyphs\",setTransition:\"setTransition\",setLight:\"setLight\"};function Vt(t,e,r){r.push({command:Ut.addSource,args:[t,e[t]]})}function qt(t,e,r){e.push({command:Ut.removeSource,args:[t]}),r[t]=!0}function Ht(t,e,r,n){qt(t,r,n),Vt(t,e,r)}function Gt(e,r,n){var a;for(a in e[n])if(e[n].hasOwnProperty(a)&&\"data\"!==a&&!t.deepEqual(e[n][a],r[n][a]))return!1;for(a in r[n])if(r[n].hasOwnProperty(a)&&\"data\"!==a&&!t.deepEqual(e[n][a],r[n][a]))return!1;return!0}function Yt(e,r,n,a,i,o){var s;for(s in r=r||{},e=e||{})e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[a,s,r[s],i]}));for(s in r)r.hasOwnProperty(s)&&!e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[a,s,r[s],i]}))}function Wt(t){return t.id}function Zt(t,e){return t[e.id]=e,t}var Xt=function(t,e){this.reset(t,e)};Xt.prototype.reset=function(t,e){this.points=t||[],this._distances=[0];for(var r=1;r<this.points.length;r++)this._distances[r]=this._distances[r-1]+this.points[r].dist(this.points[r-1]);this.length=this._distances[this._distances.length-1],this.padding=Math.min(e||0,.5*this.length),this.paddedLength=this.length-2*this.padding},Xt.prototype.lerp=function(e){if(1===this.points.length)return this.points[0];e=t.clamp(e,0,1);for(var r=1,n=this._distances[r],a=e*this.paddedLength+this.padding;n<a&&r<this._distances.length;)n=this._distances[++r];var i=r-1,o=this._distances[i],s=n-o,l=s>0?(a-o)/s:0;return this.points[i].mult(1-l).add(this.points[r].mult(l))};var Jt=function(t,e,r){var n=this.boxCells=[],a=this.circleCells=[];this.xCellCount=Math.ceil(t/r),this.yCellCount=Math.ceil(e/r);for(var i=0;i<this.xCellCount*this.yCellCount;i++)n.push([]),a.push([]);this.circleKeys=[],this.boxKeys=[],this.bboxes=[],this.circles=[],this.width=t,this.height=e,this.xScale=this.xCellCount/t,this.yScale=this.yCellCount/e,this.boxUid=0,this.circleUid=0};function Kt(e,r,n,a,i){var o=t.create();return r?(t.scale(o,o,[1/i,1/i,1]),n||t.rotateZ(o,o,a.angle)):t.multiply(o,a.labelPlaneMatrix,e),o}function Qt(e,r,n,a,i){if(r){var o=t.clone(e);return t.scale(o,o,[i,i,1]),n||t.rotateZ(o,o,-a.angle),o}return a.glCoordMatrix}function $t(e,r){var n=[e.x,e.y,0,1];ue(n,n,r);var a=n[3];return{point:new t.Point(n[0]/a,n[1]/a),signedDistanceFromCamera:a}}function te(t,e){return.5+t/e*.5}function ee(t,e){var r=t[0]/t[3],n=t[1]/t[3];return r>=-e[0]&&r<=e[0]&&n>=-e[1]&&n<=e[1]}function re(e,r,n,a,i,o,s,l){var c=a?e.textSizeData:e.iconSizeData,u=t.evaluateSizeForZoom(c,n.transform.zoom),h=[256/n.width*2+1,256/n.height*2+1],f=a?e.text.dynamicLayoutVertexArray:e.icon.dynamicLayoutVertexArray;f.clear();for(var p=e.lineVertexArray,d=a?e.text.placedSymbolArray:e.icon.placedSymbolArray,g=n.transform.width/n.transform.height,m=!1,v=0;v<d.length;v++){var y=d.get(v);if(y.hidden||y.writingMode===t.WritingMode.vertical&&!m)ce(y.numGlyphs,f);else{m=!1;var x=[y.anchorX,y.anchorY,0,1];if(t.transformMat4(x,x,r),ee(x,h)){var b=te(n.transform.cameraToCenterDistance,x[3]),_=t.evaluateSizeForFeature(c,u,y),w=s?_/b:_*b,T=new t.Point(y.anchorX,y.anchorY),k=$t(T,i).point,M={},A=ie(y,w,!1,l,r,i,o,e.glyphOffsetArray,p,f,k,T,M,g);m=A.useVertical,(A.notEnoughRoom||m||A.needsFlipping&&ie(y,w,!0,l,r,i,o,e.glyphOffsetArray,p,f,k,T,M,g).notEnoughRoom)&&ce(y.numGlyphs,f)}else ce(y.numGlyphs,f)}}a?e.text.dynamicLayoutVertexBuffer.updateData(f):e.icon.dynamicLayoutVertexBuffer.updateData(f)}function ne(t,e,r,n,a,i,o,s,l,c,u){var h=s.glyphStartIndex+s.numGlyphs,f=s.lineStartIndex,p=s.lineStartIndex+s.lineLength,d=e.getoffsetX(s.glyphStartIndex),g=e.getoffsetX(h-1),m=se(t*d,r,n,a,i,o,s.segment,f,p,l,c,u);if(!m)return null;var v=se(t*g,r,n,a,i,o,s.segment,f,p,l,c,u);return v?{first:m,last:v}:null}function ae(e,r,n,a){return e===t.WritingMode.horizontal&&Math.abs(n.y-r.y)>Math.abs(n.x-r.x)*a?{useVertical:!0}:(e===t.WritingMode.vertical?r.y<n.y:r.x>n.x)?{needsFlipping:!0}:null}function ie(e,r,n,a,i,o,s,l,c,u,h,f,p,d){var g,m=r/24,v=e.lineOffsetX*m,y=e.lineOffsetY*m;if(e.numGlyphs>1){var x=e.glyphStartIndex+e.numGlyphs,b=e.lineStartIndex,_=e.lineStartIndex+e.lineLength,w=ne(m,l,v,y,n,h,f,e,c,o,p);if(!w)return{notEnoughRoom:!0};var T=$t(w.first.point,s).point,k=$t(w.last.point,s).point;if(a&&!n){var M=ae(e.writingMode,T,k,d);if(M)return M}g=[w.first];for(var A=e.glyphStartIndex+1;A<x-1;A++)g.push(se(m*l.getoffsetX(A),v,y,n,h,f,e.segment,b,_,c,o,p));g.push(w.last)}else{if(a&&!n){var S=$t(f,i).point,E=e.lineStartIndex+e.segment+1,C=new t.Point(c.getx(E),c.gety(E)),L=$t(C,i),P=L.signedDistanceFromCamera>0?L.point:oe(f,C,S,1,i),I=ae(e.writingMode,S,P,d);if(I)return I}var z=se(m*l.getoffsetX(e.glyphStartIndex),v,y,n,h,f,e.segment,e.lineStartIndex,e.lineStartIndex+e.lineLength,c,o,p);if(!z)return{notEnoughRoom:!0};g=[z]}for(var O=0,D=g;O<D.length;O+=1){var R=D[O];t.addDynamicAttributes(u,R.point,R.angle)}return{}}function oe(t,e,r,n,a){var i=$t(t.add(t.sub(e)._unit()),a).point,o=r.sub(i);return r.add(o._mult(n/o.mag()))}function se(e,r,n,a,i,o,s,l,c,u,h,f){var p=a?e-r:e+r,d=p>0?1:-1,g=0;a&&(d*=-1,g=Math.PI),d<0&&(g+=Math.PI);for(var m=d>0?l+s:l+s+1,v=i,y=i,x=0,b=0,_=Math.abs(p),w=[];x+b<=_;){if((m+=d)<l||m>=c)return null;if(y=v,w.push(v),void 0===(v=f[m])){var T=new t.Point(u.getx(m),u.gety(m)),k=$t(T,h);if(k.signedDistanceFromCamera>0)v=f[m]=k.point;else{var M=m-d;v=oe(0===x?o:new t.Point(u.getx(M),u.gety(M)),T,y,_-x+1,h)}}x+=b,b=y.dist(v)}var A=(_-x)/b,S=v.sub(y),E=S.mult(A)._add(y);E._add(S._unit()._perp()._mult(n*d));var C=g+Math.atan2(v.y-y.y,v.x-y.x);return w.push(E),{point:E,angle:C,path:w}}Jt.prototype.keysLength=function(){return this.boxKeys.length+this.circleKeys.length},Jt.prototype.insert=function(t,e,r,n,a){this._forEachCell(e,r,n,a,this._insertBoxCell,this.boxUid++),this.boxKeys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(a)},Jt.prototype.insertCircle=function(t,e,r,n){this._forEachCell(e-n,r-n,e+n,r+n,this._insertCircleCell,this.circleUid++),this.circleKeys.push(t),this.circles.push(e),this.circles.push(r),this.circles.push(n)},Jt.prototype._insertBoxCell=function(t,e,r,n,a,i){this.boxCells[a].push(i)},Jt.prototype._insertCircleCell=function(t,e,r,n,a,i){this.circleCells[a].push(i)},Jt.prototype._query=function(t,e,r,n,a,i){if(r<0||t>this.width||n<0||e>this.height)return!a&&[];var o=[];if(t<=0&&e<=0&&this.width<=r&&this.height<=n){if(a)return!0;for(var s=0;s<this.boxKeys.length;s++)o.push({key:this.boxKeys[s],x1:this.bboxes[4*s],y1:this.bboxes[4*s+1],x2:this.bboxes[4*s+2],y2:this.bboxes[4*s+3]});for(var l=0;l<this.circleKeys.length;l++){var c=this.circles[3*l],u=this.circles[3*l+1],h=this.circles[3*l+2];o.push({key:this.circleKeys[l],x1:c-h,y1:u-h,x2:c+h,y2:u+h})}return i?o.filter(i):o}return this._forEachCell(t,e,r,n,this._queryCell,o,{hitTest:a,seenUids:{box:{},circle:{}}},i),a?o.length>0:o},Jt.prototype._queryCircle=function(t,e,r,n,a){var i=t-r,o=t+r,s=e-r,l=e+r;if(o<0||i>this.width||l<0||s>this.height)return!n&&[];var c=[];return this._forEachCell(i,s,o,l,this._queryCellCircle,c,{hitTest:n,circle:{x:t,y:e,radius:r},seenUids:{box:{},circle:{}}},a),n?c.length>0:c},Jt.prototype.query=function(t,e,r,n,a){return this._query(t,e,r,n,!1,a)},Jt.prototype.hitTest=function(t,e,r,n,a){return this._query(t,e,r,n,!0,a)},Jt.prototype.hitTestCircle=function(t,e,r,n){return this._queryCircle(t,e,r,!0,n)},Jt.prototype._queryCell=function(t,e,r,n,a,i,o,s){var l=o.seenUids,c=this.boxCells[a];if(null!==c)for(var u=this.bboxes,h=0,f=c;h<f.length;h+=1){var p=f[h];if(!l.box[p]){l.box[p]=!0;var d=4*p;if(t<=u[d+2]&&e<=u[d+3]&&r>=u[d+0]&&n>=u[d+1]&&(!s||s(this.boxKeys[p]))){if(o.hitTest)return i.push(!0),!0;i.push({key:this.boxKeys[p],x1:u[d],y1:u[d+1],x2:u[d+2],y2:u[d+3]})}}}var g=this.circleCells[a];if(null!==g)for(var m=this.circles,v=0,y=g;v<y.length;v+=1){var x=y[v];if(!l.circle[x]){l.circle[x]=!0;var b=3*x;if(this._circleAndRectCollide(m[b],m[b+1],m[b+2],t,e,r,n)&&(!s||s(this.circleKeys[x]))){if(o.hitTest)return i.push(!0),!0;var _=m[b],w=m[b+1],T=m[b+2];i.push({key:this.circleKeys[x],x1:_-T,y1:w-T,x2:_+T,y2:w+T})}}}},Jt.prototype._queryCellCircle=function(t,e,r,n,a,i,o,s){var l=o.circle,c=o.seenUids,u=this.boxCells[a];if(null!==u)for(var h=this.bboxes,f=0,p=u;f<p.length;f+=1){var d=p[f];if(!c.box[d]){c.box[d]=!0;var g=4*d;if(this._circleAndRectCollide(l.x,l.y,l.radius,h[g+0],h[g+1],h[g+2],h[g+3])&&(!s||s(this.boxKeys[d])))return i.push(!0),!0}}var m=this.circleCells[a];if(null!==m)for(var v=this.circles,y=0,x=m;y<x.length;y+=1){var b=x[y];if(!c.circle[b]){c.circle[b]=!0;var _=3*b;if(this._circlesCollide(v[_],v[_+1],v[_+2],l.x,l.y,l.radius)&&(!s||s(this.circleKeys[b])))return i.push(!0),!0}}},Jt.prototype._forEachCell=function(t,e,r,n,a,i,o,s){for(var l=this._convertToXCellCoord(t),c=this._convertToYCellCoord(e),u=this._convertToXCellCoord(r),h=this._convertToYCellCoord(n),f=l;f<=u;f++)for(var p=c;p<=h;p++)if(a.call(this,t,e,r,n,this.xCellCount*p+f,i,o,s))return},Jt.prototype._convertToXCellCoord=function(t){return Math.max(0,Math.min(this.xCellCount-1,Math.floor(t*this.xScale)))},Jt.prototype._convertToYCellCoord=function(t){return Math.max(0,Math.min(this.yCellCount-1,Math.floor(t*this.yScale)))},Jt.prototype._circlesCollide=function(t,e,r,n,a,i){var o=n-t,s=a-e,l=r+i;return l*l>o*o+s*s},Jt.prototype._circleAndRectCollide=function(t,e,r,n,a,i,o){var s=(i-n)/2,l=Math.abs(t-(n+s));if(l>s+r)return!1;var c=(o-a)/2,u=Math.abs(e-(a+c));if(u>c+r)return!1;if(l<=s||u<=c)return!0;var h=l-s,f=u-c;return h*h+f*f<=r*r};var le=new Float32Array([-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0]);function ce(t,e){for(var r=0;r<t;r++){var n=e.length;e.resize(n+4),e.float32.set(le,3*n)}}function ue(t,e,r){var n=e[0],a=e[1];return t[0]=r[0]*n+r[4]*a+r[12],t[1]=r[1]*n+r[5]*a+r[13],t[3]=r[3]*n+r[7]*a+r[15],t}var he=function(t,e,r){void 0===e&&(e=new Jt(t.width+200,t.height+200,25)),void 0===r&&(r=new Jt(t.width+200,t.height+200,25)),this.transform=t,this.grid=e,this.ignoredGrid=r,this.pitchfactor=Math.cos(t._pitch)*t.cameraToCenterDistance,this.screenRightBoundary=t.width+100,this.screenBottomBoundary=t.height+100,this.gridRightBoundary=t.width+200,this.gridBottomBoundary=t.height+200};function fe(e,r,n){return r*(t.EXTENT/(e.tileSize*Math.pow(2,n-e.tileID.overscaledZ)))}he.prototype.placeCollisionBox=function(t,e,r,n,a){var i=this.projectAndGetPerspectiveRatio(n,t.anchorPointX,t.anchorPointY),o=r*i.perspectiveRatio,s=t.x1*o+i.point.x,l=t.y1*o+i.point.y,c=t.x2*o+i.point.x,u=t.y2*o+i.point.y;return!this.isInsideGrid(s,l,c,u)||!e&&this.grid.hitTest(s,l,c,u,a)?{box:[],offscreen:!1}:{box:[s,l,c,u],offscreen:this.isOffscreen(s,l,c,u)}},he.prototype.placeCollisionCircles=function(e,r,n,a,i,o,s,l,c,u,h,f,p){var d=[],g=new t.Point(r.anchorX,r.anchorY),m=$t(g,o),v=te(this.transform.cameraToCenterDistance,m.signedDistanceFromCamera),y=(u?i/v:i*v)/t.ONE_EM,x=$t(g,s).point,b=ne(y,a,r.lineOffsetX*y,r.lineOffsetY*y,!1,x,g,r,n,s,{}),_=!1,w=!1,T=!0;if(b){for(var k=.5*f*v+p,M=new t.Point(-100,-100),A=new t.Point(this.screenRightBoundary,this.screenBottomBoundary),S=new Xt,E=b.first,C=b.last,L=[],P=E.path.length-1;P>=1;P--)L.push(E.path[P]);for(var I=1;I<C.path.length;I++)L.push(C.path[I]);var z=2.5*k;if(l){var O=L.map((function(t){return $t(t,l)}));L=O.some((function(t){return t.signedDistanceFromCamera<=0}))?[]:O.map((function(t){return t.point}))}var D=[];if(L.length>0){for(var R=L[0].clone(),F=L[0].clone(),B=1;B<L.length;B++)R.x=Math.min(R.x,L[B].x),R.y=Math.min(R.y,L[B].y),F.x=Math.max(F.x,L[B].x),F.y=Math.max(F.y,L[B].y);D=R.x>=M.x&&F.x<=A.x&&R.y>=M.y&&F.y<=A.y?[L]:F.x<M.x||R.x>A.x||F.y<M.y||R.y>A.y?[]:t.clipLine([L],M.x,M.y,A.x,A.y)}for(var N=0,j=D;N<j.length;N+=1){var U;S.reset(j[N],.25*k),U=S.length<=.5*k?1:Math.ceil(S.paddedLength/z)+1;for(var V=0;V<U;V++){var q=V/Math.max(U-1,1),H=S.lerp(q),G=H.x+100,Y=H.y+100;d.push(G,Y,k,0);var W=G-k,Z=Y-k,X=G+k,J=Y+k;if(T=T&&this.isOffscreen(W,Z,X,J),w=w||this.isInsideGrid(W,Z,X,J),!e&&this.grid.hitTestCircle(G,Y,k,h)&&(_=!0,!c))return{circles:[],offscreen:!1,collisionDetected:_}}}}return{circles:!c&&_||!w?[]:d,offscreen:T,collisionDetected:_}},he.prototype.queryRenderedSymbols=function(e){if(0===e.length||0===this.grid.keysLength()&&0===this.ignoredGrid.keysLength())return{};for(var r=[],n=1/0,a=1/0,i=-1/0,o=-1/0,s=0,l=e;s<l.length;s+=1){var c=l[s],u=new t.Point(c.x+100,c.y+100);n=Math.min(n,u.x),a=Math.min(a,u.y),i=Math.max(i,u.x),o=Math.max(o,u.y),r.push(u)}for(var h={},f={},p=0,d=this.grid.query(n,a,i,o).concat(this.ignoredGrid.query(n,a,i,o));p<d.length;p+=1){var g=d[p],m=g.key;if(void 0===h[m.bucketInstanceId]&&(h[m.bucketInstanceId]={}),!h[m.bucketInstanceId][m.featureIndex]){var v=[new t.Point(g.x1,g.y1),new t.Point(g.x2,g.y1),new t.Point(g.x2,g.y2),new t.Point(g.x1,g.y2)];t.polygonIntersectsPolygon(r,v)&&(h[m.bucketInstanceId][m.featureIndex]=!0,void 0===f[m.bucketInstanceId]&&(f[m.bucketInstanceId]=[]),f[m.bucketInstanceId].push(m.featureIndex))}}return f},he.prototype.insertCollisionBox=function(t,e,r,n,a){(e?this.ignoredGrid:this.grid).insert({bucketInstanceId:r,featureIndex:n,collisionGroupID:a},t[0],t[1],t[2],t[3])},he.prototype.insertCollisionCircles=function(t,e,r,n,a){for(var i=e?this.ignoredGrid:this.grid,o={bucketInstanceId:r,featureIndex:n,collisionGroupID:a},s=0;s<t.length;s+=4)i.insertCircle(o,t[s],t[s+1],t[s+2])},he.prototype.projectAndGetPerspectiveRatio=function(e,r,n){var a=[r,n,0,1];return ue(a,a,e),{point:new t.Point((a[0]/a[3]+1)/2*this.transform.width+100,(-a[1]/a[3]+1)/2*this.transform.height+100),perspectiveRatio:.5+this.transform.cameraToCenterDistance/a[3]*.5}},he.prototype.isOffscreen=function(t,e,r,n){return r<100||t>=this.screenRightBoundary||n<100||e>this.screenBottomBoundary},he.prototype.isInsideGrid=function(t,e,r,n){return r>=0&&t<this.gridRightBoundary&&n>=0&&e<this.gridBottomBoundary},he.prototype.getViewportMatrix=function(){var e=t.identity([]);return t.translate(e,e,[-100,-100,0]),e};var pe=function(t,e,r,n){this.opacity=t?Math.max(0,Math.min(1,t.opacity+(t.placed?e:-e))):n&&r?1:0,this.placed=r};pe.prototype.isHidden=function(){return 0===this.opacity&&!this.placed};var de=function(t,e,r,n,a){this.text=new pe(t?t.text:null,e,r,a),this.icon=new pe(t?t.icon:null,e,n,a)};de.prototype.isHidden=function(){return this.text.isHidden()&&this.icon.isHidden()};var ge=function(t,e,r){this.text=t,this.icon=e,this.skipFade=r},me=function(){this.invProjMatrix=t.create(),this.viewportMatrix=t.create(),this.circles=[]},ve=function(t,e,r,n,a){this.bucketInstanceId=t,this.featureIndex=e,this.sourceLayerIndex=r,this.bucketIndex=n,this.tileID=a},ye=function(t){this.crossSourceCollisions=t,this.maxGroupID=0,this.collisionGroups={}};function xe(e,r,n,a,i){var o=t.getAnchorAlignment(e),s=-(o.horizontalAlign-.5)*r,l=-(o.verticalAlign-.5)*n,c=t.evaluateVariableOffset(e,a);return new t.Point(s+c[0]*i,l+c[1]*i)}function be(e,r,n,a,i,o){var s=e.x1,l=e.x2,c=e.y1,u=e.y2,h=e.anchorPointX,f=e.anchorPointY,p=new t.Point(r,n);return a&&p._rotate(i?o:-o),{x1:s+p.x,y1:c+p.y,x2:l+p.x,y2:u+p.y,anchorPointX:h,anchorPointY:f}}ye.prototype.get=function(t){if(this.crossSourceCollisions)return{ID:0,predicate:null};if(!this.collisionGroups[t]){var e=++this.maxGroupID;this.collisionGroups[t]={ID:e,predicate:function(t){return t.collisionGroupID===e}}}return this.collisionGroups[t]};var _e=function(t,e,r,n){this.transform=t.clone(),this.collisionIndex=new he(this.transform),this.placements={},this.opacities={},this.variableOffsets={},this.stale=!1,this.commitTime=0,this.fadeDuration=e,this.retainedQueryData={},this.collisionGroups=new ye(r),this.collisionCircleArrays={},this.prevPlacement=n,n&&(n.prevPlacement=void 0),this.placedOrientations={}};function we(t,e,r,n,a){t.emplaceBack(e?1:0,r?1:0,n||0,a||0),t.emplaceBack(e?1:0,r?1:0,n||0,a||0),t.emplaceBack(e?1:0,r?1:0,n||0,a||0),t.emplaceBack(e?1:0,r?1:0,n||0,a||0)}_e.prototype.getBucketParts=function(e,r,n,a){var i=n.getBucket(r),o=n.latestFeatureIndex;if(i&&o&&r.id===i.layerIds[0]){var s=n.collisionBoxArray,l=i.layers[0].layout,c=Math.pow(2,this.transform.zoom-n.tileID.overscaledZ),u=n.tileSize/t.EXTENT,h=this.transform.calculatePosMatrix(n.tileID.toUnwrapped()),f=\"map\"===l.get(\"text-pitch-alignment\"),p=\"map\"===l.get(\"text-rotation-alignment\"),d=fe(n,1,this.transform.zoom),g=Kt(h,f,p,this.transform,d),m=null;if(f){var v=Qt(h,f,p,this.transform,d);m=t.multiply([],this.transform.labelPlaneMatrix,v)}this.retainedQueryData[i.bucketInstanceId]=new ve(i.bucketInstanceId,o,i.sourceLayerIndex,i.index,n.tileID);var y={bucket:i,layout:l,posMatrix:h,textLabelPlaneMatrix:g,labelToScreenMatrix:m,scale:c,textPixelRatio:u,holdingForFade:n.holdingForFade(),collisionBoxArray:s,partiallyEvaluatedTextSize:t.evaluateSizeForZoom(i.textSizeData,this.transform.zoom),collisionGroup:this.collisionGroups.get(i.sourceID)};if(a)for(var x=0,b=i.sortKeyRanges;x<b.length;x+=1){var _=b[x];e.push({sortKey:_.sortKey,symbolInstanceStart:_.symbolInstanceStart,symbolInstanceEnd:_.symbolInstanceEnd,parameters:y})}else e.push({symbolInstanceStart:0,symbolInstanceEnd:i.symbolInstances.length,parameters:y})}},_e.prototype.attemptAnchorPlacement=function(t,e,r,n,a,i,o,s,l,c,u,h,f,p,d){var g,m=[h.textOffset0,h.textOffset1],v=xe(t,r,n,m,a),y=this.collisionIndex.placeCollisionBox(be(e,v.x,v.y,i,o,this.transform.angle),u,s,l,c.predicate);if(!d||0!==this.collisionIndex.placeCollisionBox(be(d,v.x,v.y,i,o,this.transform.angle),u,s,l,c.predicate).box.length)return y.box.length>0?(this.prevPlacement&&this.prevPlacement.variableOffsets[h.crossTileID]&&this.prevPlacement.placements[h.crossTileID]&&this.prevPlacement.placements[h.crossTileID].text&&(g=this.prevPlacement.variableOffsets[h.crossTileID].anchor),this.variableOffsets[h.crossTileID]={textOffset:m,width:r,height:n,anchor:t,textBoxScale:a,prevAnchor:g},this.markUsedJustification(f,t,h,p),f.allowVerticalPlacement&&(this.markUsedOrientation(f,p,h),this.placedOrientations[h.crossTileID]=p),{shift:v,placedGlyphBoxes:y}):void 0},_e.prototype.placeLayerBucketPart=function(e,r,n){var a=this,i=e.parameters,o=i.bucket,s=i.layout,l=i.posMatrix,c=i.textLabelPlaneMatrix,u=i.labelToScreenMatrix,h=i.textPixelRatio,f=i.holdingForFade,p=i.collisionBoxArray,d=i.partiallyEvaluatedTextSize,g=i.collisionGroup,m=s.get(\"text-optional\"),v=s.get(\"icon-optional\"),y=s.get(\"text-allow-overlap\"),x=s.get(\"icon-allow-overlap\"),b=\"map\"===s.get(\"text-rotation-alignment\"),_=\"map\"===s.get(\"text-pitch-alignment\"),w=\"none\"!==s.get(\"icon-text-fit\"),T=\"viewport-y\"===s.get(\"symbol-z-order\"),k=y&&(x||!o.hasIconData()||v),M=x&&(y||!o.hasTextData()||m);!o.collisionArrays&&p&&o.deserializeCollisionBoxes(p);var A=function(e,i){if(!r[e.crossTileID])if(f)a.placements[e.crossTileID]=new ge(!1,!1,!1);else{var p,T=!1,A=!1,S=!0,E=null,C={box:null,offscreen:null},L={box:null,offscreen:null},P=null,I=null,z=0,O=0,D=0;i.textFeatureIndex?z=i.textFeatureIndex:e.useRuntimeCollisionCircles&&(z=e.featureIndex),i.verticalTextFeatureIndex&&(O=i.verticalTextFeatureIndex);var R=i.textBox;if(R){var F=function(r){var n=t.WritingMode.horizontal;if(o.allowVerticalPlacement&&!r&&a.prevPlacement){var i=a.prevPlacement.placedOrientations[e.crossTileID];i&&(a.placedOrientations[e.crossTileID]=i,a.markUsedOrientation(o,n=i,e))}return n},B=function(r,n){if(o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&i.verticalTextBox)for(var a=0,s=o.writingModes;a<s.length&&(s[a]===t.WritingMode.vertical?(C=n(),L=C):C=r(),!(C&&C.box&&C.box.length));a+=1);else C=r()};if(s.get(\"text-variable-anchor\")){var N=s.get(\"text-variable-anchor\");if(a.prevPlacement&&a.prevPlacement.variableOffsets[e.crossTileID]){var j=a.prevPlacement.variableOffsets[e.crossTileID];N.indexOf(j.anchor)>0&&(N=N.filter((function(t){return t!==j.anchor}))).unshift(j.anchor)}var U=function(t,r,n){for(var i=t.x2-t.x1,s=t.y2-t.y1,c=e.textBoxScale,u=w&&!x?r:null,f={box:[],offscreen:!1},p=y?2*N.length:N.length,d=0;d<p;++d){var m=a.attemptAnchorPlacement(N[d%N.length],t,i,s,c,b,_,h,l,g,d>=N.length,e,o,n,u);if(m&&(f=m.placedGlyphBoxes)&&f.box&&f.box.length){T=!0,E=m.shift;break}}return f};B((function(){return U(R,i.iconBox,t.WritingMode.horizontal)}),(function(){var r=i.verticalTextBox;return o.allowVerticalPlacement&&!(C&&C.box&&C.box.length)&&e.numVerticalGlyphVertices>0&&r?U(r,i.verticalIconBox,t.WritingMode.vertical):{box:null,offscreen:null}})),C&&(T=C.box,S=C.offscreen);var V=F(C&&C.box);if(!T&&a.prevPlacement){var q=a.prevPlacement.variableOffsets[e.crossTileID];q&&(a.variableOffsets[e.crossTileID]=q,a.markUsedJustification(o,q.anchor,e,V))}}else{var H=function(t,r){var n=a.collisionIndex.placeCollisionBox(t,y,h,l,g.predicate);return n&&n.box&&n.box.length&&(a.markUsedOrientation(o,r,e),a.placedOrientations[e.crossTileID]=r),n};B((function(){return H(R,t.WritingMode.horizontal)}),(function(){var r=i.verticalTextBox;return o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&r?H(r,t.WritingMode.vertical):{box:null,offscreen:null}})),F(C&&C.box&&C.box.length)}}if(T=(p=C)&&p.box&&p.box.length>0,S=p&&p.offscreen,e.useRuntimeCollisionCircles){var G=o.text.placedSymbolArray.get(e.centerJustifiedTextSymbolIndex),Y=t.evaluateSizeForFeature(o.textSizeData,d,G),W=s.get(\"text-padding\");P=a.collisionIndex.placeCollisionCircles(y,G,o.lineVertexArray,o.glyphOffsetArray,Y,l,c,u,n,_,g.predicate,e.collisionCircleDiameter,W),T=y||P.circles.length>0&&!P.collisionDetected,S=S&&P.offscreen}if(i.iconFeatureIndex&&(D=i.iconFeatureIndex),i.iconBox){var Z=function(t){var e=w&&E?be(t,E.x,E.y,b,_,a.transform.angle):t;return a.collisionIndex.placeCollisionBox(e,x,h,l,g.predicate)};A=L&&L.box&&L.box.length&&i.verticalIconBox?(I=Z(i.verticalIconBox)).box.length>0:(I=Z(i.iconBox)).box.length>0,S=S&&I.offscreen}var X=m||0===e.numHorizontalGlyphVertices&&0===e.numVerticalGlyphVertices,J=v||0===e.numIconVertices;if(X||J?J?X||(A=A&&T):T=A&&T:A=T=A&&T,T&&p&&p.box&&a.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,L&&L.box&&O?O:z,g.ID),A&&I&&a.collisionIndex.insertCollisionBox(I.box,s.get(\"icon-ignore-placement\"),o.bucketInstanceId,D,g.ID),P&&(T&&a.collisionIndex.insertCollisionCircles(P.circles,s.get(\"text-ignore-placement\"),o.bucketInstanceId,z,g.ID),n)){var K=o.bucketInstanceId,Q=a.collisionCircleArrays[K];void 0===Q&&(Q=a.collisionCircleArrays[K]=new me);for(var $=0;$<P.circles.length;$+=4)Q.circles.push(P.circles[$+0]),Q.circles.push(P.circles[$+1]),Q.circles.push(P.circles[$+2]),Q.circles.push(P.collisionDetected?1:0)}a.placements[e.crossTileID]=new ge(T||k,A||M,S||o.justReloaded),r[e.crossTileID]=!0}};if(T)for(var S=o.getSortedSymbolIndexes(this.transform.angle),E=S.length-1;E>=0;--E){var C=S[E];A(o.symbolInstances.get(C),o.collisionArrays[C])}else for(var L=e.symbolInstanceStart;L<e.symbolInstanceEnd;L++)A(o.symbolInstances.get(L),o.collisionArrays[L]);if(n&&o.bucketInstanceId in this.collisionCircleArrays){var P=this.collisionCircleArrays[o.bucketInstanceId];t.invert(P.invProjMatrix,l),P.viewportMatrix=this.collisionIndex.getViewportMatrix()}o.justReloaded=!1},_e.prototype.markUsedJustification=function(e,r,n,a){var i;i=a===t.WritingMode.vertical?n.verticalPlacedTextSymbolIndex:{left:n.leftJustifiedTextSymbolIndex,center:n.centerJustifiedTextSymbolIndex,right:n.rightJustifiedTextSymbolIndex}[t.getAnchorJustification(r)];for(var o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex,n.verticalPlacedTextSymbolIndex];o<s.length;o+=1){var l=s[o];l>=0&&(e.text.placedSymbolArray.get(l).crossTileID=i>=0&&l!==i?0:n.crossTileID)}},_e.prototype.markUsedOrientation=function(e,r,n){for(var a=r===t.WritingMode.horizontal||r===t.WritingMode.horizontalOnly?r:0,i=r===t.WritingMode.vertical?r:0,o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex];o<s.length;o+=1)e.text.placedSymbolArray.get(s[o]).placedOrientation=a;n.verticalPlacedTextSymbolIndex&&(e.text.placedSymbolArray.get(n.verticalPlacedTextSymbolIndex).placedOrientation=i)},_e.prototype.commit=function(t){this.commitTime=t,this.zoomAtLastRecencyCheck=this.transform.zoom;var e=this.prevPlacement,r=!1;this.prevZoomAdjustment=e?e.zoomAdjustment(this.transform.zoom):0;var n=e?e.symbolFadeChange(t):1,a=e?e.opacities:{},i=e?e.variableOffsets:{},o=e?e.placedOrientations:{};for(var s in this.placements){var l=this.placements[s],c=a[s];c?(this.opacities[s]=new de(c,n,l.text,l.icon),r=r||l.text!==c.text.placed||l.icon!==c.icon.placed):(this.opacities[s]=new de(null,n,l.text,l.icon,l.skipFade),r=r||l.text||l.icon)}for(var u in a){var h=a[u];if(!this.opacities[u]){var f=new de(h,n,!1,!1);f.isHidden()||(this.opacities[u]=f,r=r||h.text.placed||h.icon.placed)}}for(var p in i)this.variableOffsets[p]||!this.opacities[p]||this.opacities[p].isHidden()||(this.variableOffsets[p]=i[p]);for(var d in o)this.placedOrientations[d]||!this.opacities[d]||this.opacities[d].isHidden()||(this.placedOrientations[d]=o[d]);r?this.lastPlacementChangeTime=t:\"number\"!=typeof this.lastPlacementChangeTime&&(this.lastPlacementChangeTime=e?e.lastPlacementChangeTime:t)},_e.prototype.updateLayerOpacities=function(t,e){for(var r={},n=0,a=e;n<a.length;n+=1){var i=a[n],o=i.getBucket(t);o&&i.latestFeatureIndex&&t.id===o.layerIds[0]&&this.updateBucketOpacities(o,r,i.collisionBoxArray)}},_e.prototype.updateBucketOpacities=function(e,r,n){var a=this;e.hasTextData()&&e.text.opacityVertexArray.clear(),e.hasIconData()&&e.icon.opacityVertexArray.clear(),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexArray.clear(),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexArray.clear();var i=e.layers[0].layout,o=new de(null,0,!1,!1,!0),s=i.get(\"text-allow-overlap\"),l=i.get(\"icon-allow-overlap\"),c=i.get(\"text-variable-anchor\"),u=\"map\"===i.get(\"text-rotation-alignment\"),h=\"map\"===i.get(\"text-pitch-alignment\"),f=\"none\"!==i.get(\"icon-text-fit\"),p=new de(null,0,s&&(l||!e.hasIconData()||i.get(\"icon-optional\")),l&&(s||!e.hasTextData()||i.get(\"text-optional\")),!0);!e.collisionArrays&&n&&(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData())&&e.deserializeCollisionBoxes(n);for(var d=function(t,e,r){for(var n=0;n<e/4;n++)t.opacityVertexArray.emplaceBack(r)},g=function(n){var i=e.symbolInstances.get(n),s=i.numHorizontalGlyphVertices,l=i.numVerticalGlyphVertices,g=i.crossTileID,m=a.opacities[g];r[g]?m=o:m||(a.opacities[g]=m=p),r[g]=!0;var v=i.numIconVertices>0,y=a.placedOrientations[i.crossTileID],x=y===t.WritingMode.vertical,b=y===t.WritingMode.horizontal||y===t.WritingMode.horizontalOnly;if(s>0||l>0){var _=Le(m.text);d(e.text,s,x?Pe:_),d(e.text,l,b?Pe:_);var w=m.text.isHidden();[i.rightJustifiedTextSymbolIndex,i.centerJustifiedTextSymbolIndex,i.leftJustifiedTextSymbolIndex].forEach((function(t){t>=0&&(e.text.placedSymbolArray.get(t).hidden=w||x?1:0)})),i.verticalPlacedTextSymbolIndex>=0&&(e.text.placedSymbolArray.get(i.verticalPlacedTextSymbolIndex).hidden=w||b?1:0);var T=a.variableOffsets[i.crossTileID];T&&a.markUsedJustification(e,T.anchor,i,y);var k=a.placedOrientations[i.crossTileID];k&&(a.markUsedJustification(e,\"left\",i,k),a.markUsedOrientation(e,k,i))}if(v){var M=Le(m.icon),A=!(f&&i.verticalPlacedIconSymbolIndex&&x);i.placedIconSymbolIndex>=0&&(d(e.icon,i.numIconVertices,A?M:Pe),e.icon.placedSymbolArray.get(i.placedIconSymbolIndex).hidden=m.icon.isHidden()),i.verticalPlacedIconSymbolIndex>=0&&(d(e.icon,i.numVerticalIconVertices,A?Pe:M),e.icon.placedSymbolArray.get(i.verticalPlacedIconSymbolIndex).hidden=m.icon.isHidden())}if(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData()){var S=e.collisionArrays[n];if(S){var E=new t.Point(0,0);if(S.textBox||S.verticalTextBox){var C=!0;if(c){var L=a.variableOffsets[g];L?(E=xe(L.anchor,L.width,L.height,L.textOffset,L.textBoxScale),u&&E._rotate(h?a.transform.angle:-a.transform.angle)):C=!1}S.textBox&&we(e.textCollisionBox.collisionVertexArray,m.text.placed,!C||x,E.x,E.y),S.verticalTextBox&&we(e.textCollisionBox.collisionVertexArray,m.text.placed,!C||b,E.x,E.y)}var P=Boolean(!b&&S.verticalIconBox);S.iconBox&&we(e.iconCollisionBox.collisionVertexArray,m.icon.placed,P,f?E.x:0,f?E.y:0),S.verticalIconBox&&we(e.iconCollisionBox.collisionVertexArray,m.icon.placed,!P,f?E.x:0,f?E.y:0)}}},m=0;m<e.symbolInstances.length;m++)g(m);if(e.sortFeatures(this.transform.angle),this.retainedQueryData[e.bucketInstanceId]&&(this.retainedQueryData[e.bucketInstanceId].featureSortOrder=e.featureSortOrder),e.hasTextData()&&e.text.opacityVertexBuffer&&e.text.opacityVertexBuffer.updateData(e.text.opacityVertexArray),e.hasIconData()&&e.icon.opacityVertexBuffer&&e.icon.opacityVertexBuffer.updateData(e.icon.opacityVertexArray),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexBuffer&&e.iconCollisionBox.collisionVertexBuffer.updateData(e.iconCollisionBox.collisionVertexArray),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexBuffer&&e.textCollisionBox.collisionVertexBuffer.updateData(e.textCollisionBox.collisionVertexArray),e.bucketInstanceId in this.collisionCircleArrays){var v=this.collisionCircleArrays[e.bucketInstanceId];e.placementInvProjMatrix=v.invProjMatrix,e.placementViewportMatrix=v.viewportMatrix,e.collisionCircleArray=v.circles,delete this.collisionCircleArrays[e.bucketInstanceId]}},_e.prototype.symbolFadeChange=function(t){return 0===this.fadeDuration?1:(t-this.commitTime)/this.fadeDuration+this.prevZoomAdjustment},_e.prototype.zoomAdjustment=function(t){return Math.max(0,(this.transform.zoom-t)/1.5)},_e.prototype.hasTransitions=function(t){return this.stale||t-this.lastPlacementChangeTime<this.fadeDuration},_e.prototype.stillRecent=function(t,e){var r=this.zoomAtLastRecencyCheck===e?1-this.zoomAdjustment(e):1;return this.zoomAtLastRecencyCheck=e,this.commitTime+this.fadeDuration*r>t},_e.prototype.setStale=function(){this.stale=!0};var Te=Math.pow(2,25),ke=Math.pow(2,24),Me=Math.pow(2,17),Ae=Math.pow(2,16),Se=Math.pow(2,9),Ee=Math.pow(2,8),Ce=Math.pow(2,1);function Le(t){if(0===t.opacity&&!t.placed)return 0;if(1===t.opacity&&t.placed)return 4294967295;var e=t.placed?1:0,r=Math.floor(127*t.opacity);return r*Te+e*ke+r*Me+e*Ae+r*Se+e*Ee+r*Ce+e}var Pe=0,Ie=function(t){this._sortAcrossTiles=\"viewport-y\"!==t.layout.get(\"symbol-z-order\")&&void 0!==t.layout.get(\"symbol-sort-key\").constantOr(1),this._currentTileIndex=0,this._currentPartIndex=0,this._seenCrossTileIDs={},this._bucketParts=[]};Ie.prototype.continuePlacement=function(t,e,r,n,a){for(var i=this._bucketParts;this._currentTileIndex<t.length;)if(e.getBucketParts(i,n,t[this._currentTileIndex],this._sortAcrossTiles),this._currentTileIndex++,a())return!0;for(this._sortAcrossTiles&&(this._sortAcrossTiles=!1,i.sort((function(t,e){return t.sortKey-e.sortKey})));this._currentPartIndex<i.length;)if(e.placeLayerBucketPart(i[this._currentPartIndex],this._seenCrossTileIDs,r),this._currentPartIndex++,a())return!0;return!1};var ze=function(t,e,r,n,a,i,o){this.placement=new _e(t,a,i,o),this._currentPlacementIndex=e.length-1,this._forceFullPlacement=r,this._showCollisionBoxes=n,this._done=!1};ze.prototype.isDone=function(){return this._done},ze.prototype.continuePlacement=function(e,r,n){for(var a=this,i=t.browser.now(),o=function(){var e=t.browser.now()-i;return!a._forceFullPlacement&&e>2};this._currentPlacementIndex>=0;){var s=r[e[this._currentPlacementIndex]],l=this.placement.collisionIndex.transform.zoom;if(\"symbol\"===s.type&&(!s.minzoom||s.minzoom<=l)&&(!s.maxzoom||s.maxzoom>l)){if(this._inProgressLayer||(this._inProgressLayer=new Ie(s)),this._inProgressLayer.continuePlacement(n[s.source],this.placement,this._showCollisionBoxes,s,o))return;delete this._inProgressLayer}this._currentPlacementIndex--}this._done=!0},ze.prototype.commit=function(t){return this.placement.commit(t),this.placement};var Oe=512/t.EXTENT/2,De=function(t,e,r){this.tileID=t,this.indexedSymbolInstances={},this.bucketInstanceId=r;for(var n=0;n<e.length;n++){var a=e.get(n),i=a.key;this.indexedSymbolInstances[i]||(this.indexedSymbolInstances[i]=[]),this.indexedSymbolInstances[i].push({crossTileID:a.crossTileID,coord:this.getScaledCoordinates(a,t)})}};De.prototype.getScaledCoordinates=function(e,r){var n=Oe/Math.pow(2,r.canonical.z-this.tileID.canonical.z);return{x:Math.floor((r.canonical.x*t.EXTENT+e.anchorX)*n),y:Math.floor((r.canonical.y*t.EXTENT+e.anchorY)*n)}},De.prototype.findMatches=function(t,e,r){for(var n=this.tileID.canonical.z<e.canonical.z?1:Math.pow(2,this.tileID.canonical.z-e.canonical.z),a=0;a<t.length;a++){var i=t.get(a);if(!i.crossTileID){var o=this.indexedSymbolInstances[i.key];if(o)for(var s=this.getScaledCoordinates(i,e),l=0,c=o;l<c.length;l+=1){var u=c[l];if(Math.abs(u.coord.x-s.x)<=n&&Math.abs(u.coord.y-s.y)<=n&&!r[u.crossTileID]){r[u.crossTileID]=!0,i.crossTileID=u.crossTileID;break}}}}};var Re=function(){this.maxCrossTileID=0};Re.prototype.generate=function(){return++this.maxCrossTileID};var Fe=function(){this.indexes={},this.usedCrossTileIDs={},this.lng=0};Fe.prototype.handleWrapJump=function(t){var e=Math.round((t-this.lng)/360);if(0!==e)for(var r in this.indexes){var n=this.indexes[r],a={};for(var i in n){var o=n[i];o.tileID=o.tileID.unwrapTo(o.tileID.wrap+e),a[o.tileID.key]=o}this.indexes[r]=a}this.lng=t},Fe.prototype.addBucket=function(t,e,r){if(this.indexes[t.overscaledZ]&&this.indexes[t.overscaledZ][t.key]){if(this.indexes[t.overscaledZ][t.key].bucketInstanceId===e.bucketInstanceId)return!1;this.removeBucketCrossTileIDs(t.overscaledZ,this.indexes[t.overscaledZ][t.key])}for(var n=0;n<e.symbolInstances.length;n++)e.symbolInstances.get(n).crossTileID=0;this.usedCrossTileIDs[t.overscaledZ]||(this.usedCrossTileIDs[t.overscaledZ]={});var a=this.usedCrossTileIDs[t.overscaledZ];for(var i in this.indexes){var o=this.indexes[i];if(Number(i)>t.overscaledZ)for(var s in o){var l=o[s];l.tileID.isChildOf(t)&&l.findMatches(e.symbolInstances,t,a)}else{var c=o[t.scaledTo(Number(i)).key];c&&c.findMatches(e.symbolInstances,t,a)}}for(var u=0;u<e.symbolInstances.length;u++){var h=e.symbolInstances.get(u);h.crossTileID||(h.crossTileID=r.generate(),a[h.crossTileID]=!0)}return void 0===this.indexes[t.overscaledZ]&&(this.indexes[t.overscaledZ]={}),this.indexes[t.overscaledZ][t.key]=new De(t,e.symbolInstances,e.bucketInstanceId),!0},Fe.prototype.removeBucketCrossTileIDs=function(t,e){for(var r in e.indexedSymbolInstances)for(var n=0,a=e.indexedSymbolInstances[r];n<a.length;n+=1)delete this.usedCrossTileIDs[t][a[n].crossTileID]},Fe.prototype.removeStaleBuckets=function(t){var e=!1;for(var r in this.indexes){var n=this.indexes[r];for(var a in n)t[n[a].bucketInstanceId]||(this.removeBucketCrossTileIDs(r,n[a]),delete n[a],e=!0)}return e};var Be=function(){this.layerIndexes={},this.crossTileIDs=new Re,this.maxBucketInstanceId=0,this.bucketsInCurrentPlacement={}};Be.prototype.addLayer=function(t,e,r){var n=this.layerIndexes[t.id];void 0===n&&(n=this.layerIndexes[t.id]=new Fe);var a=!1,i={};n.handleWrapJump(r);for(var o=0,s=e;o<s.length;o+=1){var l=s[o],c=l.getBucket(t);c&&t.id===c.layerIds[0]&&(c.bucketInstanceId||(c.bucketInstanceId=++this.maxBucketInstanceId),n.addBucket(l.tileID,c,this.crossTileIDs)&&(a=!0),i[c.bucketInstanceId]=!0)}return n.removeStaleBuckets(i)&&(a=!0),a},Be.prototype.pruneUnusedLayers=function(t){var e={};for(var r in t.forEach((function(t){e[t]=!0})),this.layerIndexes)e[r]||delete this.layerIndexes[r]};var Ne=function(e,r){return t.emitValidationErrors(e,r&&r.filter((function(t){return\"source.canvas\"!==t.identifier})))},je=t.pick(Ut,[\"addLayer\",\"removeLayer\",\"setPaintProperty\",\"setLayoutProperty\",\"setFilter\",\"addSource\",\"removeSource\",\"setLayerZoomRange\",\"setLight\",\"setTransition\",\"setGeoJSONSourceData\"]),Ue=t.pick(Ut,[\"setCenter\",\"setZoom\",\"setBearing\",\"setPitch\"]),Ve=function(){var e={},r=t.styleSpec.$version;for(var n in t.styleSpec.$root){var a,i=t.styleSpec.$root[n];i.required&&null!=(a=\"version\"===n?r:\"array\"===i.type?[]:{})&&(e[n]=a)}return e}(),qe=function(e){function r(n,a){var i=this;void 0===a&&(a={}),e.call(this),this.map=n,this.dispatcher=new k(Bt(),this),this.imageManager=new f,this.imageManager.setEventedParent(this),this.glyphManager=new x(n._requestManager,a.localIdeographFontFamily),this.lineAtlas=new T(256,512),this.crossTileSymbolIndex=new Be,this._layers={},this._serializedLayers={},this._order=[],this.sourceCaches={},this.zoomHistory=new t.ZoomHistory,this._loaded=!1,this._availableImages=[],this._resetUpdates(),this.dispatcher.broadcast(\"setReferrer\",t.getReferrer());var o=this;this._rtlTextPluginCallback=r.registerForPluginStateChange((function(e){o.dispatcher.broadcast(\"syncRTLPluginState\",{pluginStatus:e.pluginStatus,pluginURL:e.pluginURL},(function(e,r){if(t.triggerPluginCompletionEvent(e),r&&r.every((function(t){return t})))for(var n in o.sourceCaches)o.sourceCaches[n].reload()}))})),this.on(\"data\",(function(t){if(\"source\"===t.dataType&&\"metadata\"===t.sourceDataType){var e=i.sourceCaches[t.sourceId];if(e){var r=e.getSource();if(r&&r.vectorLayerIds)for(var n in i._layers){var a=i._layers[n];a.source===r.id&&i._validateLayer(a)}}}}))}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.loadURL=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"}));var a=\"boolean\"==typeof r.validate?r.validate:!t.isMapboxURL(e);e=this.map._requestManager.normalizeStyleURL(e,r.accessToken);var i=this.map._requestManager.transformRequest(e,t.ResourceType.Style);this._request=t.getJSON(i,(function(e,r){n._request=null,e?n.fire(new t.ErrorEvent(e)):r&&n._load(r,a)}))},r.prototype.loadJSON=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._request=t.browser.frame((function(){n._request=null,n._load(e,!1!==r.validate)}))},r.prototype.loadEmpty=function(){this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._load(Ve,!1)},r.prototype._load=function(e,r){if(!r||!Ne(this,t.validateStyle(e))){for(var n in this._loaded=!0,this.stylesheet=e,e.sources)this.addSource(n,e.sources[n],{validate:!1});e.sprite?this._loadSprite(e.sprite):this.imageManager.setLoaded(!0),this.glyphManager.setURL(e.glyphs);var a=jt(this.stylesheet.layers);this._order=a.map((function(t){return t.id})),this._layers={},this._serializedLayers={};for(var i=0,o=a;i<o.length;i+=1){var s=o[i];(s=t.createStyleLayer(s)).setEventedParent(this,{layer:{id:s.id}}),this._layers[s.id]=s,this._serializedLayers[s.id]=s.serialize()}this.dispatcher.broadcast(\"setLayers\",this._serializeLayers(this._order)),this.light=new w(this.stylesheet.light),this.fire(new t.Event(\"data\",{dataType:\"style\"})),this.fire(new t.Event(\"style.load\"))}},r.prototype._loadSprite=function(e){var r=this;this._spriteRequest=function(e,r,n){var a,i,o,s=t.browser.devicePixelRatio>1?\"@2x\":\"\",l=t.getJSON(r.transformRequest(r.normalizeSpriteURL(e,s,\".json\"),t.ResourceType.SpriteJSON),(function(t,e){l=null,o||(o=t,a=e,u())})),c=t.getImage(r.transformRequest(r.normalizeSpriteURL(e,s,\".png\"),t.ResourceType.SpriteImage),(function(t,e){c=null,o||(o=t,i=e,u())}));function u(){if(o)n(o);else if(a&&i){var e=t.browser.getImageData(i),r={};for(var s in a){var l=a[s],c=l.width,u=l.height,h=l.x,f=l.y,p=l.sdf,d=l.pixelRatio,g=l.stretchX,m=l.stretchY,v=l.content,y=new t.RGBAImage({width:c,height:u});t.RGBAImage.copy(e,y,{x:h,y:f},{x:0,y:0},{width:c,height:u}),r[s]={data:y,pixelRatio:d,sdf:p,stretchX:g,stretchY:m,content:v}}n(null,r)}}return{cancel:function(){l&&(l.cancel(),l=null),c&&(c.cancel(),c=null)}}}(e,this.map._requestManager,(function(e,n){if(r._spriteRequest=null,e)r.fire(new t.ErrorEvent(e));else if(n)for(var a in n)r.imageManager.addImage(a,n[a]);r.imageManager.setLoaded(!0),r._availableImages=r.imageManager.listImages(),r.dispatcher.broadcast(\"setImages\",r._availableImages),r.fire(new t.Event(\"data\",{dataType:\"style\"}))}))},r.prototype._validateLayer=function(e){var r=this.sourceCaches[e.source];if(r){var n=e.sourceLayer;if(n){var a=r.getSource();(\"geojson\"===a.type||a.vectorLayerIds&&-1===a.vectorLayerIds.indexOf(n))&&this.fire(new t.ErrorEvent(new Error('Source layer \"'+n+'\" does not exist on source \"'+a.id+'\" as specified by style layer \"'+e.id+'\"')))}}},r.prototype.loaded=function(){if(!this._loaded)return!1;if(Object.keys(this._updatedSources).length)return!1;for(var t in this.sourceCaches)if(!this.sourceCaches[t].loaded())return!1;return!!this.imageManager.isLoaded()},r.prototype._serializeLayers=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var a=this._layers[n[r]];\"custom\"!==a.type&&e.push(a.serialize())}return e},r.prototype.hasTransitions=function(){if(this.light&&this.light.hasTransition())return!0;for(var t in this.sourceCaches)if(this.sourceCaches[t].hasTransition())return!0;for(var e in this._layers)if(this._layers[e].hasTransition())return!0;return!1},r.prototype._checkLoaded=function(){if(!this._loaded)throw new Error(\"Style is not done loading\")},r.prototype.update=function(e){if(this._loaded){var r=this._changed;if(this._changed){var n=Object.keys(this._updatedLayers),a=Object.keys(this._removedLayers);for(var i in(n.length||a.length)&&this._updateWorkerLayers(n,a),this._updatedSources){var o=this._updatedSources[i];\"reload\"===o?this._reloadSource(i):\"clear\"===o&&this._clearSource(i)}for(var s in this._updateTilesForChangedImages(),this._updatedPaintProps)this._layers[s].updateTransitions(e);this.light.updateTransitions(e),this._resetUpdates()}for(var l in this.sourceCaches)this.sourceCaches[l].used=!1;for(var c=0,u=this._order;c<u.length;c+=1){var h=this._layers[u[c]];h.recalculate(e,this._availableImages),!h.isHidden(e.zoom)&&h.source&&(this.sourceCaches[h.source].used=!0)}this.light.recalculate(e),this.z=e.zoom,r&&this.fire(new t.Event(\"data\",{dataType:\"style\"}))}},r.prototype._updateTilesForChangedImages=function(){var t=Object.keys(this._changedImages);if(t.length){for(var e in this.sourceCaches)this.sourceCaches[e].reloadTilesForDependencies([\"icons\",\"patterns\"],t);this._changedImages={}}},r.prototype._updateWorkerLayers=function(t,e){this.dispatcher.broadcast(\"updateLayers\",{layers:this._serializeLayers(t),removedIds:e})},r.prototype._resetUpdates=function(){this._changed=!1,this._updatedLayers={},this._removedLayers={},this._updatedSources={},this._updatedPaintProps={},this._changedImages={}},r.prototype.setState=function(e){var r=this;if(this._checkLoaded(),Ne(this,t.validateStyle(e)))return!1;(e=t.clone$1(e)).layers=jt(e.layers);var n=function(e,r){if(!e)return[{command:Ut.setStyle,args:[r]}];var n=[];try{if(!t.deepEqual(e.version,r.version))return[{command:Ut.setStyle,args:[r]}];t.deepEqual(e.center,r.center)||n.push({command:Ut.setCenter,args:[r.center]}),t.deepEqual(e.zoom,r.zoom)||n.push({command:Ut.setZoom,args:[r.zoom]}),t.deepEqual(e.bearing,r.bearing)||n.push({command:Ut.setBearing,args:[r.bearing]}),t.deepEqual(e.pitch,r.pitch)||n.push({command:Ut.setPitch,args:[r.pitch]}),t.deepEqual(e.sprite,r.sprite)||n.push({command:Ut.setSprite,args:[r.sprite]}),t.deepEqual(e.glyphs,r.glyphs)||n.push({command:Ut.setGlyphs,args:[r.glyphs]}),t.deepEqual(e.transition,r.transition)||n.push({command:Ut.setTransition,args:[r.transition]}),t.deepEqual(e.light,r.light)||n.push({command:Ut.setLight,args:[r.light]});var a={},i=[];!function(e,r,n,a){var i;for(i in r=r||{},e=e||{})e.hasOwnProperty(i)&&(r.hasOwnProperty(i)||qt(i,n,a));for(i in r)r.hasOwnProperty(i)&&(e.hasOwnProperty(i)?t.deepEqual(e[i],r[i])||(\"geojson\"===e[i].type&&\"geojson\"===r[i].type&&Gt(e,r,i)?n.push({command:Ut.setGeoJSONSourceData,args:[i,r[i].data]}):Ht(i,r,n,a)):Vt(i,r,n))}(e.sources,r.sources,i,a);var o=[];e.layers&&e.layers.forEach((function(t){a[t.source]?n.push({command:Ut.removeLayer,args:[t.id]}):o.push(t)})),n=n.concat(i),function(e,r,n){r=r||[];var a,i,o,s,l,c,u,h=(e=e||[]).map(Wt),f=r.map(Wt),p=e.reduce(Zt,{}),d=r.reduce(Zt,{}),g=h.slice(),m=Object.create(null);for(a=0,i=0;a<h.length;a++)d.hasOwnProperty(o=h[a])?i++:(n.push({command:Ut.removeLayer,args:[o]}),g.splice(g.indexOf(o,i),1));for(a=0,i=0;a<f.length;a++)g[g.length-1-a]!==(o=f[f.length-1-a])&&(p.hasOwnProperty(o)?(n.push({command:Ut.removeLayer,args:[o]}),g.splice(g.lastIndexOf(o,g.length-i),1)):i++,n.push({command:Ut.addLayer,args:[d[o],c=g[g.length-a]]}),g.splice(g.length-a,0,o),m[o]=!0);for(a=0;a<f.length;a++)if(s=p[o=f[a]],l=d[o],!m[o]&&!t.deepEqual(s,l))if(t.deepEqual(s.source,l.source)&&t.deepEqual(s[\"source-layer\"],l[\"source-layer\"])&&t.deepEqual(s.type,l.type)){for(u in Yt(s.layout,l.layout,n,o,null,Ut.setLayoutProperty),Yt(s.paint,l.paint,n,o,null,Ut.setPaintProperty),t.deepEqual(s.filter,l.filter)||n.push({command:Ut.setFilter,args:[o,l.filter]}),t.deepEqual(s.minzoom,l.minzoom)&&t.deepEqual(s.maxzoom,l.maxzoom)||n.push({command:Ut.setLayerZoomRange,args:[o,l.minzoom,l.maxzoom]}),s)s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Yt(s[u],l[u],n,o,u.slice(6),Ut.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Ut.setLayerProperty,args:[o,u,l[u]]}));for(u in l)l.hasOwnProperty(u)&&!s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Yt(s[u],l[u],n,o,u.slice(6),Ut.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Ut.setLayerProperty,args:[o,u,l[u]]}))}else n.push({command:Ut.removeLayer,args:[o]}),c=g[g.lastIndexOf(o)+1],n.push({command:Ut.addLayer,args:[l,c]})}(o,r.layers,n)}catch(t){console.warn(\"Unable to compute style diff:\",t),n=[{command:Ut.setStyle,args:[r]}]}return n}(this.serialize(),e).filter((function(t){return!(t.command in Ue)}));if(0===n.length)return!1;var a=n.filter((function(t){return!(t.command in je)}));if(a.length>0)throw new Error(\"Unimplemented: \"+a.map((function(t){return t.command})).join(\", \")+\".\");return n.forEach((function(t){\"setTransition\"!==t.command&&r[t.command].apply(r,t.args)})),this.stylesheet=e,!0},r.prototype.addImage=function(e,r){if(this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"An image with this name already exists.\")));this.imageManager.addImage(e,r),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.updateImage=function(t,e){this.imageManager.updateImage(t,e)},r.prototype.getImage=function(t){return this.imageManager.getImage(t)},r.prototype.removeImage=function(e){if(!this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"No image with this name exists.\")));this.imageManager.removeImage(e),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.listImages=function(){return this._checkLoaded(),this.imageManager.listImages()},r.prototype.addSource=function(e,r,n){var a=this;if(void 0===n&&(n={}),this._checkLoaded(),void 0!==this.sourceCaches[e])throw new Error(\"There is already a source with this ID\");if(!r.type)throw new Error(\"The type property must be defined, but the only the following properties were given: \"+Object.keys(r).join(\", \")+\".\");if(!([\"vector\",\"raster\",\"geojson\",\"video\",\"image\"].indexOf(r.type)>=0&&this._validate(t.validateStyle.source,\"sources.\"+e,r,null,n))){this.map&&this.map._collectResourceTiming&&(r.collectResourceTiming=!0);var i=this.sourceCaches[e]=new Lt(e,r,this.dispatcher);i.style=this,i.setEventedParent(this,(function(){return{isSourceLoaded:a.loaded(),source:i.serialize(),sourceId:e}})),i.onAdd(this.map),this._changed=!0}},r.prototype.removeSource=function(e){if(this._checkLoaded(),void 0===this.sourceCaches[e])throw new Error(\"There is no source with this ID\");for(var r in this._layers)if(this._layers[r].source===e)return this.fire(new t.ErrorEvent(new Error('Source \"'+e+'\" cannot be removed while layer \"'+r+'\" is using it.')));var n=this.sourceCaches[e];delete this.sourceCaches[e],delete this._updatedSources[e],n.fire(new t.Event(\"data\",{sourceDataType:\"metadata\",dataType:\"source\",sourceId:e})),n.setEventedParent(null),n.clearTiles(),n.onRemove&&n.onRemove(this.map),this._changed=!0},r.prototype.setGeoJSONSourceData=function(t,e){this._checkLoaded(),this.sourceCaches[t].getSource().setData(e),this._changed=!0},r.prototype.getSource=function(t){return this.sourceCaches[t]&&this.sourceCaches[t].getSource()},r.prototype.addLayer=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var a=e.id;if(this.getLayer(a))this.fire(new t.ErrorEvent(new Error('Layer with id \"'+a+'\" already exists on this map')));else{var i;if(\"custom\"===e.type){if(Ne(this,t.validateCustomStyleLayer(e)))return;i=t.createStyleLayer(e)}else{if(\"object\"==typeof e.source&&(this.addSource(a,e.source),e=t.clone$1(e),e=t.extend(e,{source:a})),this._validate(t.validateStyle.layer,\"layers.\"+a,e,{arrayIndex:-1},n))return;i=t.createStyleLayer(e),this._validateLayer(i),i.setEventedParent(this,{layer:{id:a}}),this._serializedLayers[i.id]=i.serialize()}var o=r?this._order.indexOf(r):this._order.length;if(r&&-1===o)this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.')));else{if(this._order.splice(o,0,a),this._layerOrderChanged=!0,this._layers[a]=i,this._removedLayers[a]&&i.source&&\"custom\"!==i.type){var s=this._removedLayers[a];delete this._removedLayers[a],s.type!==i.type?this._updatedSources[i.source]=\"clear\":(this._updatedSources[i.source]=\"reload\",this.sourceCaches[i.source].pause())}this._updateLayer(i),i.onAdd&&i.onAdd(this.map)}}},r.prototype.moveLayer=function(e,r){if(this._checkLoaded(),this._changed=!0,this._layers[e]){if(e!==r){var n=this._order.indexOf(e);this._order.splice(n,1);var a=r?this._order.indexOf(r):this._order.length;r&&-1===a?this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.'))):(this._order.splice(a,0,e),this._layerOrderChanged=!0)}}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be moved.\")))},r.prototype.removeLayer=function(e){this._checkLoaded();var r=this._layers[e];if(r){r.setEventedParent(null);var n=this._order.indexOf(e);this._order.splice(n,1),this._layerOrderChanged=!0,this._changed=!0,this._removedLayers[e]=r,delete this._layers[e],delete this._serializedLayers[e],delete this._updatedLayers[e],delete this._updatedPaintProps[e],r.onRemove&&r.onRemove(this.map)}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be removed.\")))},r.prototype.getLayer=function(t){return this._layers[t]},r.prototype.hasLayer=function(t){return t in this._layers},r.prototype.setLayerZoomRange=function(e,r,n){this._checkLoaded();var a=this.getLayer(e);a?a.minzoom===r&&a.maxzoom===n||(null!=r&&(a.minzoom=r),null!=n&&(a.maxzoom=n),this._updateLayer(a)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot have zoom extent.\")))},r.prototype.setFilter=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var a=this.getLayer(e);if(a){if(!t.deepEqual(a.filter,r))return null==r?(a.filter=void 0,void this._updateLayer(a)):void(this._validate(t.validateStyle.filter,\"layers.\"+a.id+\".filter\",r,null,n)||(a.filter=t.clone$1(r),this._updateLayer(a)))}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be filtered.\")))},r.prototype.getFilter=function(e){return t.clone$1(this.getLayer(e).filter)},r.prototype.setLayoutProperty=function(e,r,n,a){void 0===a&&(a={}),this._checkLoaded();var i=this.getLayer(e);i?t.deepEqual(i.getLayoutProperty(r),n)||(i.setLayoutProperty(r,n,a),this._updateLayer(i)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getLayoutProperty=function(e,r){var n=this.getLayer(e);if(n)return n.getLayoutProperty(r);this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style.\")))},r.prototype.setPaintProperty=function(e,r,n,a){void 0===a&&(a={}),this._checkLoaded();var i=this.getLayer(e);i?t.deepEqual(i.getPaintProperty(r),n)||(i.setPaintProperty(r,n,a)&&this._updateLayer(i),this._changed=!0,this._updatedPaintProps[e]=!0):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getPaintProperty=function(t,e){return this.getLayer(t).getPaintProperty(e)},r.prototype.setFeatureState=function(e,r){this._checkLoaded();var n=e.source,a=e.sourceLayer,i=this.sourceCaches[n];if(void 0!==i){var o=i.getSource().type;\"geojson\"===o&&a?this.fire(new t.ErrorEvent(new Error(\"GeoJSON sources cannot have a sourceLayer parameter.\"))):\"vector\"!==o||a?(void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),i.setFeatureState(a,e.id,r)):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.removeFeatureState=function(e,r){this._checkLoaded();var n=e.source,a=this.sourceCaches[n];if(void 0!==a){var i=a.getSource().type,o=\"vector\"===i?e.sourceLayer:void 0;\"vector\"!==i||o?r&&\"string\"!=typeof e.id&&\"number\"!=typeof e.id?this.fire(new t.ErrorEvent(new Error(\"A feature id is requred to remove its specific state property.\"))):a.removeFeatureState(o,e.id,r):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.getFeatureState=function(e){this._checkLoaded();var r=e.source,n=e.sourceLayer,a=this.sourceCaches[r];if(void 0!==a){if(\"vector\"!==a.getSource().type||n)return void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),a.getFeatureState(n,e.id);this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+r+\"' does not exist in the map's style.\")))},r.prototype.getTransition=function(){return t.extend({duration:300,delay:0},this.stylesheet&&this.stylesheet.transition)},r.prototype.serialize=function(){return t.filterObject({version:this.stylesheet.version,name:this.stylesheet.name,metadata:this.stylesheet.metadata,light:this.stylesheet.light,center:this.stylesheet.center,zoom:this.stylesheet.zoom,bearing:this.stylesheet.bearing,pitch:this.stylesheet.pitch,sprite:this.stylesheet.sprite,glyphs:this.stylesheet.glyphs,transition:this.stylesheet.transition,sources:t.mapObject(this.sourceCaches,(function(t){return t.serialize()})),layers:this._serializeLayers(this._order)},(function(t){return void 0!==t}))},r.prototype._updateLayer=function(t){this._updatedLayers[t.id]=!0,t.source&&!this._updatedSources[t.source]&&\"raster\"!==this.sourceCaches[t.source].getSource().type&&(this._updatedSources[t.source]=\"reload\",this.sourceCaches[t.source].pause()),this._changed=!0},r.prototype._flattenAndSortRenderedFeatures=function(t){for(var e=this,r=function(t){return\"fill-extrusion\"===e._layers[t].type},n={},a=[],i=this._order.length-1;i>=0;i--){var o=this._order[i];if(r(o)){n[o]=i;for(var s=0,l=t;s<l.length;s+=1){var c=l[s][o];if(c)for(var u=0,h=c;u<h.length;u+=1)a.push(h[u])}}}a.sort((function(t,e){return e.intersectionZ-t.intersectionZ}));for(var f=[],p=this._order.length-1;p>=0;p--){var d=this._order[p];if(r(d))for(var g=a.length-1;g>=0;g--){var m=a[g].feature;if(n[m.layer.id]<p)break;f.push(m),a.pop()}else for(var v=0,y=t;v<y.length;v+=1){var x=y[v][d];if(x)for(var b=0,_=x;b<_.length;b+=1)f.push(_[b].feature)}}return f},r.prototype.queryRenderedFeatures=function(e,r,n){r&&r.filter&&this._validate(t.validateStyle.filter,\"queryRenderedFeatures.filter\",r.filter,null,r);var a={};if(r&&r.layers){if(!Array.isArray(r.layers))return this.fire(new t.ErrorEvent(new Error(\"parameters.layers must be an Array.\"))),[];for(var i=0,o=r.layers;i<o.length;i+=1){var s=o[i],l=this._layers[s];if(!l)return this.fire(new t.ErrorEvent(new Error(\"The layer '\"+s+\"' does not exist in the map's style and cannot be queried for features.\"))),[];a[l.source]=!0}}var c=[];for(var u in r.availableImages=this._availableImages,this.sourceCaches)r.layers&&!a[u]||c.push(F(this.sourceCaches[u],this._layers,this._serializedLayers,e,r,n));return this.placement&&c.push(function(t,e,r,n,a,i,o){for(var s={},l=i.queryRenderedSymbols(n),c=[],u=0,h=Object.keys(l).map(Number);u<h.length;u+=1)c.push(o[h[u]]);c.sort(B);for(var f=function(){var r=d[p],n=r.featureIndex.lookupSymbolFeatures(l[r.bucketInstanceId],e,r.bucketIndex,r.sourceLayerIndex,a.filter,a.layers,a.availableImages,t);for(var i in n){var o=s[i]=s[i]||[],c=n[i];c.sort((function(t,e){var n=r.featureSortOrder;if(n){var a=n.indexOf(t.featureIndex);return n.indexOf(e.featureIndex)-a}return e.featureIndex-t.featureIndex}));for(var u=0,h=c;u<h.length;u+=1)o.push(h[u])}},p=0,d=c;p<d.length;p+=1)f();var g=function(e){s[e].forEach((function(n){var a=n.feature,i=r[t[e].source].getFeatureState(a.layer[\"source-layer\"],a.id);a.source=a.layer.source,a.layer[\"source-layer\"]&&(a.sourceLayer=a.layer[\"source-layer\"]),a.state=i}))};for(var m in s)g(m);return s}(this._layers,this._serializedLayers,this.sourceCaches,e,r,this.placement.collisionIndex,this.placement.retainedQueryData)),this._flattenAndSortRenderedFeatures(c)},r.prototype.querySourceFeatures=function(e,r){r&&r.filter&&this._validate(t.validateStyle.filter,\"querySourceFeatures.filter\",r.filter,null,r);var n=this.sourceCaches[e];return n?function(t,e){for(var r=t.getRenderableIds().map((function(e){return t.getTileByID(e)})),n=[],a={},i=0;i<r.length;i++){var o=r[i],s=o.tileID.canonical.key;a[s]||(a[s]=!0,o.querySourceFeatures(n,e))}return n}(n,r):[]},r.prototype.addSourceType=function(t,e,n){return r.getSourceType(t)?n(new Error('A source type called \"'+t+'\" already exists.')):(r.setSourceType(t,e),e.workerSourceURL?void this.dispatcher.broadcast(\"loadWorkerSource\",{name:t,url:e.workerSourceURL},n):n(null,null))},r.prototype.getLight=function(){return this.light.getLight()},r.prototype.setLight=function(e,r){void 0===r&&(r={}),this._checkLoaded();var n=this.light.getLight(),a=!1;for(var i in e)if(!t.deepEqual(e[i],n[i])){a=!0;break}if(a){var o={now:t.browser.now(),transition:t.extend({duration:300,delay:0},this.stylesheet.transition)};this.light.setLight(e,r),this.light.updateTransitions(o)}},r.prototype._validate=function(e,r,n,a,i){return void 0===i&&(i={}),(!i||!1!==i.validate)&&Ne(this,e.call(t.validateStyle,t.extend({key:r,style:this.serialize(),value:n,styleSpec:t.styleSpec},a)))},r.prototype._remove=function(){for(var e in this._request&&(this._request.cancel(),this._request=null),this._spriteRequest&&(this._spriteRequest.cancel(),this._spriteRequest=null),t.evented.off(\"pluginStateChange\",this._rtlTextPluginCallback),this._layers)this._layers[e].setEventedParent(null);for(var r in this.sourceCaches)this.sourceCaches[r].clearTiles(),this.sourceCaches[r].setEventedParent(null);this.imageManager.setEventedParent(null),this.setEventedParent(null),this.dispatcher.remove()},r.prototype._clearSource=function(t){this.sourceCaches[t].clearTiles()},r.prototype._reloadSource=function(t){this.sourceCaches[t].resume(),this.sourceCaches[t].reload()},r.prototype._updateSources=function(t){for(var e in this.sourceCaches)this.sourceCaches[e].update(t)},r.prototype._generateCollisionBoxes=function(){for(var t in this.sourceCaches)this._reloadSource(t)},r.prototype._updatePlacement=function(e,r,n,a,i){void 0===i&&(i=!1);for(var o=!1,s=!1,l={},c=0,u=this._order;c<u.length;c+=1){var h=this._layers[u[c]];if(\"symbol\"===h.type){if(!l[h.source]){var f=this.sourceCaches[h.source];l[h.source]=f.getRenderableIds(!0).map((function(t){return f.getTileByID(t)})).sort((function(t,e){return e.tileID.overscaledZ-t.tileID.overscaledZ||(t.tileID.isLessThan(e.tileID)?-1:1)}))}var p=this.crossTileSymbolIndex.addLayer(h,l[h.source],e.center.lng);o=o||p}}if(this.crossTileSymbolIndex.pruneUnusedLayers(this._order),((i=i||this._layerOrderChanged||0===n)||!this.pauseablePlacement||this.pauseablePlacement.isDone()&&!this.placement.stillRecent(t.browser.now(),e.zoom))&&(this.pauseablePlacement=new ze(e,this._order,i,r,n,a,this.placement),this._layerOrderChanged=!1),this.pauseablePlacement.isDone()?this.placement.setStale():(this.pauseablePlacement.continuePlacement(this._order,this._layers,l),this.pauseablePlacement.isDone()&&(this.placement=this.pauseablePlacement.commit(t.browser.now()),s=!0),o&&this.pauseablePlacement.placement.setStale()),s||o)for(var d=0,g=this._order;d<g.length;d+=1){var m=this._layers[g[d]];\"symbol\"===m.type&&this.placement.updateLayerOpacities(m,l[m.source])}return!this.pauseablePlacement.isDone()||this.placement.hasTransitions(t.browser.now())},r.prototype._releaseSymbolFadeTiles=function(){for(var t in this.sourceCaches)this.sourceCaches[t].releaseSymbolFadeTiles()},r.prototype.getImages=function(t,e,r){this.imageManager.getImages(e.icons,r),this._updateTilesForChangedImages();var n=this.sourceCaches[e.source];n&&n.setDependencies(e.tileID.key,e.type,e.icons)},r.prototype.getGlyphs=function(t,e,r){this.glyphManager.getGlyphs(e.stacks,r)},r.prototype.getResource=function(e,r,n){return t.makeRequest(r,n)},r}(t.Evented);qe.getSourceType=function(t){return D[t]},qe.setSourceType=function(t,e){D[t]=e},qe.registerForPluginStateChange=t.registerForPluginStateChange;var He=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2}]),Ge=vr(\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\",\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\\nvec2 unpack_float(const float packedValue) {int packedIntValue=int(packedValue);int v0=packedIntValue/256;return vec2(v0,packedIntValue-v0*256);}vec2 unpack_opacity(const float packedOpacity) {int intOpacity=int(packedOpacity)/2;return vec2(float(intOpacity)/127.0,mod(packedOpacity,2.0));}vec4 decode_color(const vec2 encodedColor) {return vec4(unpack_float(encodedColor[0])/255.0,unpack_float(encodedColor[1])/255.0\\n);}float unpack_mix_vec2(const vec2 packedValue,const float t) {return mix(packedValue[0],packedValue[1],t);}vec4 unpack_mix_color(const vec4 packedColors,const float t) {vec4 minColor=decode_color(vec2(packedColors[0],packedColors[1]));vec4 maxColor=decode_color(vec2(packedColors[2],packedColors[3]));return mix(minColor,maxColor,t);}vec2 get_pattern_pos(const vec2 pixel_coord_upper,const vec2 pixel_coord_lower,const vec2 pattern_size,const float tile_units_to_pixels,const vec2 pos) {vec2 offset=mod(mod(mod(pixel_coord_upper,pattern_size)*256.0,pattern_size)*256.0+pixel_coord_lower,pattern_size);return (tile_units_to_pixels*pos+offset)/pattern_size;}\"),Ye=vr(\"uniform vec4 u_color;uniform float u_opacity;void main() {gl_FragColor=u_color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),We=vr(\"uniform vec2 u_pattern_tl_a;uniform vec2 u_pattern_br_a;uniform vec2 u_pattern_tl_b;uniform vec2 u_pattern_br_b;uniform vec2 u_texsize;uniform float u_mix;uniform float u_opacity;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(u_pattern_tl_a/u_texsize,u_pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(u_pattern_tl_b/u_texsize,u_pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_mix)*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pattern_size_a;uniform vec2 u_pattern_size_b;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_scale_a;uniform float u_scale_b;uniform float u_tile_units_to_pixels;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_a*u_pattern_size_a,u_tile_units_to_pixels,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_b*u_pattern_size_b,u_tile_units_to_pixels,a_pos);}\"),Ze=vr(\"varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=v_data.xy;float extrude_length=length(extrude);lowp float antialiasblur=v_data.z;float antialiased_blur=-max(blur,antialiasblur);float opacity_t=smoothstep(0.0,antialiased_blur,extrude_length-1.0);float color_t=stroke_width < 0.01 ? 0.0 : smoothstep(antialiased_blur,0.0,extrude_length-radius/(radius+stroke_width));gl_FragColor=opacity_t*mix(color*opacity,stroke_color*stroke_opacity,color_t);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform bool u_scale_with_map;uniform bool u_pitch_with_map;uniform vec2 u_extrude_scale;uniform lowp float u_device_pixel_ratio;uniform highp float u_camera_to_center_distance;attribute vec2 a_pos;varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main(void) {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=vec2(mod(a_pos,2.0)*2.0-1.0);vec2 circle_center=floor(a_pos*0.5);if (u_pitch_with_map) {vec2 corner_position=circle_center;if (u_scale_with_map) {corner_position+=extrude*(radius+stroke_width)*u_extrude_scale;} else {vec4 projected_center=u_matrix*vec4(circle_center,0,1);corner_position+=extrude*(radius+stroke_width)*u_extrude_scale*(projected_center.w/u_camera_to_center_distance);}gl_Position=u_matrix*vec4(corner_position,0,1);} else {gl_Position=u_matrix*vec4(circle_center,0,1);if (u_scale_with_map) {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*u_camera_to_center_distance;} else {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*gl_Position.w;}}lowp float antialiasblur=1.0/u_device_pixel_ratio/(radius+stroke_width);v_data=vec3(extrude.x,extrude.y,antialiasblur);}\"),Xe=vr(\"void main() {gl_FragColor=vec4(1.0);}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),Je=vr(\"uniform highp float u_intensity;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main() {\\n#pragma mapbox: initialize highp float weight\\nfloat d=-0.5*3.0*3.0*dot(v_extrude,v_extrude);float val=weight*u_intensity*GAUSS_COEF*exp(d);gl_FragColor=vec4(val,1.0,1.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform float u_extrude_scale;uniform float u_opacity;uniform float u_intensity;attribute vec2 a_pos;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#pragma mapbox: define mediump float radius\\nconst highp float ZERO=1.0/255.0/16.0;\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main(void) {\\n#pragma mapbox: initialize highp float weight\\n#pragma mapbox: initialize mediump float radius\\nvec2 unscaled_extrude=vec2(mod(a_pos,2.0)*2.0-1.0);float S=sqrt(-2.0*log(ZERO/weight/u_intensity/GAUSS_COEF))/3.0;v_extrude=S*unscaled_extrude;vec2 extrude=v_extrude*radius*u_extrude_scale;vec4 pos=vec4(floor(a_pos*0.5)+extrude,0,1);gl_Position=u_matrix*pos;}\"),Ke=vr(\"uniform sampler2D u_image;uniform sampler2D u_color_ramp;uniform float u_opacity;varying vec2 v_pos;void main() {float t=texture2D(u_image,v_pos).r;vec4 color=texture2D(u_color_ramp,vec2(t,0.5));gl_FragColor=color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(0.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;attribute vec2 a_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos*u_world,0,1);v_pos.x=a_pos.x;v_pos.y=1.0-a_pos.y;}\"),Qe=vr(\"varying float v_placed;varying float v_notUsed;void main() {float alpha=0.5;gl_FragColor=vec4(1.0,0.0,0.0,1.0)*alpha;if (v_placed > 0.5) {gl_FragColor=vec4(0.0,0.0,1.0,0.5)*alpha;}if (v_notUsed > 0.5) {gl_FragColor*=.1;}}\",\"attribute vec2 a_pos;attribute vec2 a_anchor_pos;attribute vec2 a_extrude;attribute vec2 a_placed;attribute vec2 a_shift;uniform mat4 u_matrix;uniform vec2 u_extrude_scale;uniform float u_camera_to_center_distance;varying float v_placed;varying float v_notUsed;void main() {vec4 projectedPoint=u_matrix*vec4(a_anchor_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);gl_Position=u_matrix*vec4(a_pos,0.0,1.0);gl_Position.xy+=(a_extrude+a_shift)*u_extrude_scale*gl_Position.w*collision_perspective_ratio;v_placed=a_placed.x;v_notUsed=a_placed.y;}\"),$e=vr(\"varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;void main() {float alpha=0.5*min(v_perspective_ratio,1.0);float stroke_radius=0.9*max(v_perspective_ratio,1.0);float distance_to_center=length(v_extrude);float distance_to_edge=abs(distance_to_center-v_radius);float opacity_t=smoothstep(-stroke_radius,0.0,-distance_to_edge);vec4 color=mix(vec4(0.0,0.0,1.0,0.5),vec4(1.0,0.0,0.0,1.0),v_collision);gl_FragColor=color*alpha*opacity_t;}\",\"attribute vec2 a_pos;attribute float a_radius;attribute vec2 a_flags;uniform mat4 u_matrix;uniform mat4 u_inv_matrix;uniform vec2 u_viewport_size;uniform float u_camera_to_center_distance;varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;vec3 toTilePosition(vec2 screenPos) {vec4 rayStart=u_inv_matrix*vec4(screenPos,-1.0,1.0);vec4 rayEnd  =u_inv_matrix*vec4(screenPos, 1.0,1.0);rayStart.xyz/=rayStart.w;rayEnd.xyz  /=rayEnd.w;highp float t=(0.0-rayStart.z)/(rayEnd.z-rayStart.z);return mix(rayStart.xyz,rayEnd.xyz,t);}void main() {vec2 quadCenterPos=a_pos;float radius=a_radius;float collision=a_flags.x;float vertexIdx=a_flags.y;vec2 quadVertexOffset=vec2(mix(-1.0,1.0,float(vertexIdx >=2.0)),mix(-1.0,1.0,float(vertexIdx >=1.0 && vertexIdx <=2.0)));vec2 quadVertexExtent=quadVertexOffset*radius;vec3 tilePos=toTilePosition(quadCenterPos);vec4 clipPos=u_matrix*vec4(tilePos,1.0);highp float camera_to_anchor_distance=clipPos.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);float padding_factor=1.2;v_radius=radius;v_extrude=quadVertexExtent*padding_factor;v_perspective_ratio=collision_perspective_ratio;v_collision=collision;gl_Position=vec4(clipPos.xyz/clipPos.w,1.0)+vec4(quadVertexExtent*padding_factor/u_viewport_size*2.0,0.0,0.0);}\"),tr=vr(\"uniform highp vec4 u_color;uniform sampler2D u_overlay;varying vec2 v_uv;void main() {vec4 overlay_color=texture2D(u_overlay,v_uv);gl_FragColor=mix(u_color,overlay_color,overlay_color.a);}\",\"attribute vec2 a_pos;varying vec2 v_uv;uniform mat4 u_matrix;uniform float u_overlay_scale;void main() {v_uv=a_pos/8192.0;gl_Position=u_matrix*vec4(a_pos*u_overlay_scale,0,1);}\"),er=vr(\"#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_FragColor=color*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);}\"),rr=vr(\"varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=outline_color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;uniform vec2 u_world;varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),nr=vr(\"uniform vec2 u_texsize;uniform sampler2D u_image;uniform float u_fade;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);float dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=mix(color1,color2,u_fade)*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;gl_Position=u_matrix*vec4(a_pos,0,1);vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,a_pos);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),ar=vr(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_fade)*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileZoomRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileZoomRatio,a_pos);}\"),ir=vr(\"varying vec4 v_color;void main() {gl_FragColor=v_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;uniform float u_vertical_gradient;uniform lowp float u_opacity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec4 v_color;\\n#pragma mapbox: define highp float base\\n#pragma mapbox: define highp float height\\n#pragma mapbox: define highp vec4 color\\nvoid main() {\\n#pragma mapbox: initialize highp float base\\n#pragma mapbox: initialize highp float height\\n#pragma mapbox: initialize highp vec4 color\\nvec3 normal=a_normal_ed.xyz;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);gl_Position=u_matrix*vec4(a_pos,t > 0.0 ? height : base,1);float colorvalue=color.r*0.2126+color.g*0.7152+color.b*0.0722;v_color=vec4(0.0,0.0,0.0,1.0);vec4 ambientlight=vec4(0.03,0.03,0.03,1.0);color+=ambientlight;float directional=clamp(dot(normal/16384.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((1.0-colorvalue+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_color.r+=clamp(color.r*directional*u_lightcolor.r,mix(0.0,0.3,1.0-u_lightcolor.r),1.0);v_color.g+=clamp(color.g*directional*u_lightcolor.g,mix(0.0,0.3,1.0-u_lightcolor.g),1.0);v_color.b+=clamp(color.b*directional*u_lightcolor.b,mix(0.0,0.3,1.0-u_lightcolor.b),1.0);v_color*=u_opacity;}\"),or=vr(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);vec4 mixedColor=mix(color1,color2,u_fade);gl_FragColor=mixedColor*v_lighting;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_height_factor;uniform vec3 u_scale;uniform float u_vertical_gradient;uniform lowp float u_opacity;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec3 normal=a_normal_ed.xyz;float edgedistance=a_normal_ed.w;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);float z=t > 0.0 ? height : base;gl_Position=u_matrix*vec4(a_pos,z,1);vec2 pos=normal.x==1.0 && normal.y==0.0 && normal.z==16384.0\\n? a_pos\\n: vec2(edgedistance,z*u_height_factor);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,pos);v_lighting=vec4(0.0,0.0,0.0,1.0);float directional=clamp(dot(normal/16383.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((0.5+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_lighting.rgb+=clamp(directional*u_lightcolor,mix(vec3(0.0),vec3(0.3),1.0-u_lightcolor),vec3(1.0));v_lighting*=u_opacity;}\"),sr=vr(\"#ifdef GL_ES\\nprecision highp float;\\n#endif\\nuniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_dimension;uniform float u_zoom;uniform float u_maxzoom;uniform vec4 u_unpack;float getElevation(vec2 coord,float bias) {vec4 data=texture2D(u_image,coord)*255.0;data.a=-1.0;return dot(data,u_unpack)/4.0;}void main() {vec2 epsilon=1.0/u_dimension;float a=getElevation(v_pos+vec2(-epsilon.x,-epsilon.y),0.0);float b=getElevation(v_pos+vec2(0,-epsilon.y),0.0);float c=getElevation(v_pos+vec2(epsilon.x,-epsilon.y),0.0);float d=getElevation(v_pos+vec2(-epsilon.x,0),0.0);float e=getElevation(v_pos,0.0);float f=getElevation(v_pos+vec2(epsilon.x,0),0.0);float g=getElevation(v_pos+vec2(-epsilon.x,epsilon.y),0.0);float h=getElevation(v_pos+vec2(0,epsilon.y),0.0);float i=getElevation(v_pos+vec2(epsilon.x,epsilon.y),0.0);float exaggeration=u_zoom < 2.0 ? 0.4 : u_zoom < 4.5 ? 0.35 : 0.3;vec2 deriv=vec2((c+f+f+i)-(a+d+d+g),(g+h+h+i)-(a+b+b+c))/ pow(2.0,(u_zoom-u_maxzoom)*exaggeration+19.2562-u_zoom);gl_FragColor=clamp(vec4(deriv.x/2.0+0.5,deriv.y/2.0+0.5,1.0,1.0),0.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_dimension;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);highp vec2 epsilon=1.0/u_dimension;float scale=(u_dimension.x-2.0)/u_dimension.x;v_pos=(a_texture_pos/8192.0)*scale+epsilon;}\"),lr=vr(\"uniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_latrange;uniform vec2 u_light;uniform vec4 u_shadow;uniform vec4 u_highlight;uniform vec4 u_accent;\\n#define PI 3.141592653589793\\nvoid main() {vec4 pixel=texture2D(u_image,v_pos);vec2 deriv=((pixel.rg*2.0)-1.0);float scaleFactor=cos(radians((u_latrange[0]-u_latrange[1])*(1.0-v_pos.y)+u_latrange[1]));float slope=atan(1.25*length(deriv)/scaleFactor);float aspect=deriv.x !=0.0 ? atan(deriv.y,-deriv.x) : PI/2.0*(deriv.y > 0.0 ? 1.0 :-1.0);float intensity=u_light.x;float azimuth=u_light.y+PI;float base=1.875-intensity*1.75;float maxValue=0.5*PI;float scaledSlope=intensity !=0.5 ? ((pow(base,slope)-1.0)/(pow(base,maxValue)-1.0))*maxValue : slope;float accent=cos(scaledSlope);vec4 accent_color=(1.0-accent)*u_accent*clamp(intensity*2.0,0.0,1.0);float shade=abs(mod((aspect+azimuth)/PI+0.5,2.0)-1.0);vec4 shade_color=mix(u_shadow,u_highlight,shade)*sin(scaledSlope)*clamp(intensity*2.0,0.0,1.0);gl_FragColor=accent_color*(1.0-shade_color.a)+shade_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos=a_texture_pos/8192.0;}\"),cr=vr(\"uniform lowp float u_device_pixel_ratio;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform vec2 u_units_to_pixels;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_linesofar;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),ur=vr(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);vec4 color=texture2D(u_image,vec2(v_lineprogress,0.5));gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define MAX_LINE_DISTANCE 32767.0\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_lineprogress=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0/MAX_LINE_DISTANCE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),hr=vr(\"uniform lowp float u_device_pixel_ratio;uniform vec2 u_texsize;uniform float u_fade;uniform mediump vec3 u_scale;uniform sampler2D u_image;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;vec2 pattern_size_a=vec2(display_size_a.x*fromScale/tileZoomRatio,display_size_a.y);vec2 pattern_size_b=vec2(display_size_b.x*toScale/tileZoomRatio,display_size_b.y);float aspect_a=display_size_a.y/v_width;float aspect_b=display_size_b.y/v_width;float dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float x_a=mod(v_linesofar/pattern_size_a.x*aspect_a,1.0);float x_b=mod(v_linesofar/pattern_size_b.x*aspect_b,1.0);float y=0.5*v_normal.y+0.5;vec2 texel_size=1.0/u_texsize;vec2 pos_a=mix(pattern_tl_a*texel_size-texel_size,pattern_br_a*texel_size+texel_size,vec2(x_a,y));vec2 pos_b=mix(pattern_tl_b*texel_size-texel_size,pattern_br_b*texel_size+texel_size,vec2(x_b,y));vec4 color=mix(texture2D(u_image,pos_a),texture2D(u_image,pos_b),u_fade);gl_FragColor=color*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform vec2 u_units_to_pixels;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_linesofar=a_linesofar;v_width2=vec2(outset,inset);v_width=floorwidth;}\"),fr=vr(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;uniform float u_sdfgamma;uniform float u_mix;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float sdfdist_a=texture2D(u_image,v_tex_a).a;float sdfdist_b=texture2D(u_image,v_tex_b).a;float sdfdist=mix(sdfdist_a,sdfdist_b,u_mix);alpha*=smoothstep(0.5-u_sdfgamma/floorwidth,0.5+u_sdfgamma/floorwidth,sdfdist);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_patternscale_a;uniform float u_tex_y_a;uniform vec2 u_patternscale_b;uniform float u_tex_y_b;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_tex_a=vec2(a_linesofar*u_patternscale_a.x/floorwidth,normal.y*u_patternscale_a.y+u_tex_y_a);v_tex_b=vec2(a_linesofar*u_patternscale_b.x/floorwidth,normal.y*u_patternscale_b.y+u_tex_y_b);v_width2=vec2(outset,inset);}\"),pr=vr(\"uniform float u_fade_t;uniform float u_opacity;uniform sampler2D u_image0;uniform sampler2D u_image1;varying vec2 v_pos0;varying vec2 v_pos1;uniform float u_brightness_low;uniform float u_brightness_high;uniform float u_saturation_factor;uniform float u_contrast_factor;uniform vec3 u_spin_weights;void main() {vec4 color0=texture2D(u_image0,v_pos0);vec4 color1=texture2D(u_image1,v_pos1);if (color0.a > 0.0) {color0.rgb=color0.rgb/color0.a;}if (color1.a > 0.0) {color1.rgb=color1.rgb/color1.a;}vec4 color=mix(color0,color1,u_fade_t);color.a*=u_opacity;vec3 rgb=color.rgb;rgb=vec3(dot(rgb,u_spin_weights.xyz),dot(rgb,u_spin_weights.zxy),dot(rgb,u_spin_weights.yzx));float average=(color.r+color.g+color.b)/3.0;rgb+=(average-rgb)*u_saturation_factor;rgb=(rgb-0.5)*u_contrast_factor+0.5;vec3 u_high_vec=vec3(u_brightness_low,u_brightness_low,u_brightness_low);vec3 u_low_vec=vec3(u_brightness_high,u_brightness_high,u_brightness_high);gl_FragColor=vec4(mix(u_high_vec,u_low_vec,rgb)*color.a,color.a);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_tl_parent;uniform float u_scale_parent;uniform float u_buffer_scale;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos0;varying vec2 v_pos1;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos0=(((a_texture_pos/8192.0)-0.5)/u_buffer_scale )+0.5;v_pos1=(v_pos0*u_scale_parent)+u_tl_parent;}\"),dr=vr(\"uniform sampler2D u_texture;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nlowp float alpha=opacity*v_fade_opacity;gl_FragColor=texture2D(u_texture,v_tex)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform highp float u_camera_to_center_distance;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform float u_fade_change;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform vec2 u_texsize;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;vec2 a_minFontScale=a_pixeloffset.zw/256.0;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*max(a_minFontScale,fontScale)+a_pxoffset/16.0),0.0,1.0);v_tex=a_tex/u_texsize;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;v_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));}\"),gr=vr(\"#define SDF_PX 8.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;uniform bool u_is_text;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat EDGE_GAMMA=0.105/u_device_pixel_ratio;vec2 tex=v_data0.xy;float gamma_scale=v_data1.x;float size=v_data1.y;float fade_opacity=v_data1[2];float fontScale=u_is_text ? size/24.0 : size;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale+a_pxoffset),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0=a_tex/u_texsize;v_data1=vec3(gamma_scale,size,interpolated_fade_opacity);}\"),mr=vr(\"#define SDF_PX 8.0\\n#define SDF 1.0\\n#define ICON 0.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform sampler2D u_texture_icon;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat fade_opacity=v_data1[2];if (v_data1.w==ICON) {vec2 tex_icon=v_data0.zw;lowp float alpha=opacity*fade_opacity;gl_FragColor=texture2D(u_texture_icon,tex_icon)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\nreturn;}vec2 tex=v_data0.xy;float EDGE_GAMMA=0.105/u_device_pixel_ratio;float gamma_scale=v_data1.x;float size=v_data1.y;float fontScale=size/24.0;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;uniform vec2 u_texsize_icon;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);float is_sdf=a_size[0]-2.0*a_size_min;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=size/24.0;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0.xy=a_tex/u_texsize;v_data0.zw=a_tex/u_texsize_icon;v_data1=vec4(gamma_scale,size,interpolated_fade_opacity,is_sdf);}\");function vr(t,e){var r=/#pragma mapbox: ([\\w]+) ([\\w]+) ([\\w]+) ([\\w]+)/g,n={};return{fragmentSource:t=t.replace(r,(function(t,e,r,a,i){return n[i]=!0,\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\nvarying \"+r+\" \"+a+\" \"+i+\";\\n#else\\nuniform \"+r+\" \"+a+\" u_\"+i+\";\\n#endif\\n\":\"\\n#ifdef HAS_UNIFORM_u_\"+i+\"\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\"})),vertexSource:e=e.replace(r,(function(t,e,r,a,i){var o=\"float\"===a?\"vec2\":\"vec4\",s=i.match(/color/)?\"color\":o;return n[i]?\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\nuniform lowp float u_\"+i+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+i+\";\\nvarying \"+r+\" \"+a+\" \"+i+\";\\n#else\\nuniform \"+r+\" \"+a+\" u_\"+i+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+i+\" = a_\"+i+\";\\n#else\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+i+\" = unpack_mix_\"+s+\"(a_\"+i+\", u_\"+i+\"_t);\\n#else\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\":\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\nuniform lowp float u_\"+i+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+i+\";\\n#else\\nuniform \"+r+\" \"+a+\" u_\"+i+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+r+\" \"+a+\" \"+i+\" = a_\"+i+\";\\n#else\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+r+\" \"+a+\" \"+i+\" = unpack_mix_\"+s+\"(a_\"+i+\", u_\"+i+\"_t);\\n#else\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\"}))}}var yr=Object.freeze({__proto__:null,prelude:Ge,background:Ye,backgroundPattern:We,circle:Ze,clippingMask:Xe,heatmap:Je,heatmapTexture:Ke,collisionBox:Qe,collisionCircle:$e,debug:tr,fill:er,fillOutline:rr,fillOutlinePattern:nr,fillPattern:ar,fillExtrusion:ir,fillExtrusionPattern:or,hillshadePrepare:sr,hillshade:lr,line:cr,lineGradient:ur,linePattern:hr,lineSDF:fr,raster:pr,symbolIcon:dr,symbolSDF:gr,symbolTextAndIcon:mr}),xr=function(){this.boundProgram=null,this.boundLayoutVertexBuffer=null,this.boundPaintVertexBuffers=[],this.boundIndexBuffer=null,this.boundVertexOffset=null,this.boundDynamicVertexBuffer=null,this.vao=null};xr.prototype.bind=function(t,e,r,n,a,i,o,s){this.context=t;for(var l=this.boundPaintVertexBuffers.length!==n.length,c=0;!l&&c<n.length;c++)this.boundPaintVertexBuffers[c]!==n[c]&&(l=!0);t.extVertexArrayObject&&this.vao&&this.boundProgram===e&&this.boundLayoutVertexBuffer===r&&!l&&this.boundIndexBuffer===a&&this.boundVertexOffset===i&&this.boundDynamicVertexBuffer===o&&this.boundDynamicVertexBuffer2===s?(t.bindVertexArrayOES.set(this.vao),o&&o.bind(),a&&a.dynamicDraw&&a.bind(),s&&s.bind()):this.freshBind(e,r,n,a,i,o,s)},xr.prototype.freshBind=function(t,e,r,n,a,i,o){var s,l=t.numAttributes,c=this.context,u=c.gl;if(c.extVertexArrayObject)this.vao&&this.destroy(),this.vao=c.extVertexArrayObject.createVertexArrayOES(),c.bindVertexArrayOES.set(this.vao),s=0,this.boundProgram=t,this.boundLayoutVertexBuffer=e,this.boundPaintVertexBuffers=r,this.boundIndexBuffer=n,this.boundVertexOffset=a,this.boundDynamicVertexBuffer=i,this.boundDynamicVertexBuffer2=o;else{s=c.currentNumAttributes||0;for(var h=l;h<s;h++)u.disableVertexAttribArray(h)}e.enableAttributes(u,t);for(var f=0,p=r;f<p.length;f+=1)p[f].enableAttributes(u,t);i&&i.enableAttributes(u,t),o&&o.enableAttributes(u,t),e.bind(),e.setVertexAttribPointers(u,t,a);for(var d=0,g=r;d<g.length;d+=1){var m=g[d];m.bind(),m.setVertexAttribPointers(u,t,a)}i&&(i.bind(),i.setVertexAttribPointers(u,t,a)),n&&n.bind(),o&&(o.bind(),o.setVertexAttribPointers(u,t,a)),c.currentNumAttributes=l},xr.prototype.destroy=function(){this.vao&&(this.context.extVertexArrayObject.deleteVertexArrayOES(this.vao),this.vao=null)};var br=function(t,e,r,n,a){var i=t.gl;this.program=i.createProgram();var o=r?r.defines():[];a&&o.push(\"#define OVERDRAW_INSPECTOR;\");var s=o.concat(Ge.fragmentSource,e.fragmentSource).join(\"\\n\"),l=o.concat(Ge.vertexSource,e.vertexSource).join(\"\\n\"),c=i.createShader(i.FRAGMENT_SHADER);if(i.isContextLost())this.failedToCreate=!0;else{i.shaderSource(c,s),i.compileShader(c),i.attachShader(this.program,c);var u=i.createShader(i.VERTEX_SHADER);if(i.isContextLost())this.failedToCreate=!0;else{i.shaderSource(u,l),i.compileShader(u),i.attachShader(this.program,u);for(var h=r?r.layoutAttributes:[],f=0;f<h.length;f++)i.bindAttribLocation(this.program,f,h[f].name);i.linkProgram(this.program),i.deleteShader(u),i.deleteShader(c),this.numAttributes=i.getProgramParameter(this.program,i.ACTIVE_ATTRIBUTES),this.attributes={};for(var p={},d=0;d<this.numAttributes;d++){var g=i.getActiveAttrib(this.program,d);g&&(this.attributes[g.name]=i.getAttribLocation(this.program,g.name))}for(var m=i.getProgramParameter(this.program,i.ACTIVE_UNIFORMS),v=0;v<m;v++){var y=i.getActiveUniform(this.program,v);y&&(p[y.name]=i.getUniformLocation(this.program,y.name))}this.fixedUniforms=n(t,p),this.binderUniforms=r?r.getUniforms(t,p):[]}}};function _r(t,e,r){var n=1/fe(r,1,e.transform.tileZoom),a=Math.pow(2,r.tileID.overscaledZ),i=r.tileSize*Math.pow(2,e.transform.tileZoom)/a,o=i*(r.tileID.canonical.x+r.tileID.wrap*a),s=i*r.tileID.canonical.y;return{u_image:0,u_texsize:r.imageAtlasTexture.size,u_scale:[n,t.fromScale,t.toScale],u_fade:t.t,u_pixel_coord_upper:[o>>16,s>>16],u_pixel_coord_lower:[65535&o,65535&s]}}br.prototype.draw=function(t,e,r,n,a,i,o,s,l,c,u,h,f,p,d,g){var m,v=t.gl;if(!this.failedToCreate){for(var y in t.program.set(this.program),t.setDepthMode(r),t.setStencilMode(n),t.setColorMode(a),t.setCullFace(i),this.fixedUniforms)this.fixedUniforms[y].set(o[y]);p&&p.setUniforms(t,this.binderUniforms,h,{zoom:f});for(var x=(m={},m[v.LINES]=2,m[v.TRIANGLES]=3,m[v.LINE_STRIP]=1,m)[e],b=0,_=u.get();b<_.length;b+=1){var w=_[b],T=w.vaos||(w.vaos={});(T[s]||(T[s]=new xr)).bind(t,this,l,p?p.getPaintVertexBuffers():[],c,w.vertexOffset,d,g),v.drawElements(e,w.primitiveLength*x,v.UNSIGNED_SHORT,w.primitiveOffset*x*2)}}};var wr=function(e,r,n,a){var i=r.style.light,o=i.properties.get(\"position\"),s=[o.x,o.y,o.z],l=t.create$1();\"viewport\"===i.properties.get(\"anchor\")&&t.fromRotation(l,-r.transform.angle),t.transformMat3(s,s,l);var c=i.properties.get(\"color\");return{u_matrix:e,u_lightpos:s,u_lightintensity:i.properties.get(\"intensity\"),u_lightcolor:[c.r,c.g,c.b],u_vertical_gradient:+n,u_opacity:a}},Tr=function(e,r,n,a,i,o,s){return t.extend(wr(e,r,n,a),_r(o,r,s),{u_height_factor:-Math.pow(2,i.overscaledZ)/s.tileSize/8})},kr=function(t){return{u_matrix:t}},Mr=function(e,r,n,a){return t.extend(kr(e),_r(n,r,a))},Ar=function(t,e){return{u_matrix:t,u_world:e}},Sr=function(e,r,n,a,i){return t.extend(Mr(e,r,n,a),{u_world:i})},Er=function(e,r,n,a){var i,o,s=e.transform;if(\"map\"===a.paint.get(\"circle-pitch-alignment\")){var l=fe(n,1,s.zoom);i=!0,o=[l,l]}else i=!1,o=s.pixelsToGLUnits;return{u_camera_to_center_distance:s.cameraToCenterDistance,u_scale_with_map:+(\"map\"===a.paint.get(\"circle-pitch-scale\")),u_matrix:e.translatePosMatrix(r.posMatrix,n,a.paint.get(\"circle-translate\"),a.paint.get(\"circle-translate-anchor\")),u_pitch_with_map:+i,u_device_pixel_ratio:t.browser.devicePixelRatio,u_extrude_scale:o}},Cr=function(t,e,r){var n=fe(r,1,e.zoom),a=Math.pow(2,e.zoom-r.tileID.overscaledZ),i=r.tileID.overscaleFactor();return{u_matrix:t,u_camera_to_center_distance:e.cameraToCenterDistance,u_pixels_to_tile_units:n,u_extrude_scale:[e.pixelsToGLUnits[0]/(n*a),e.pixelsToGLUnits[1]/(n*a)],u_overscale_factor:i}},Lr=function(t,e,r){return{u_matrix:t,u_inv_matrix:e,u_camera_to_center_distance:r.cameraToCenterDistance,u_viewport_size:[r.width,r.height]}},Pr=function(t,e,r){return void 0===r&&(r=1),{u_matrix:t,u_color:e,u_overlay:0,u_overlay_scale:r}},Ir=function(t){return{u_matrix:t}},zr=function(t,e,r,n){return{u_matrix:t,u_extrude_scale:fe(e,1,r),u_intensity:n}},Or=function(e,r,n){var a=e.transform;return{u_matrix:Nr(e,r,n),u_ratio:1/fe(r,1,a.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_units_to_pixels:[1/a.pixelsToGLUnits[0],1/a.pixelsToGLUnits[1]]}},Dr=function(e,r,n){return t.extend(Or(e,r,n),{u_image:0})},Rr=function(e,r,n,a){var i=e.transform,o=Br(r,i);return{u_matrix:Nr(e,r,n),u_texsize:r.imageAtlasTexture.size,u_ratio:1/fe(r,1,i.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_image:0,u_scale:[o,a.fromScale,a.toScale],u_fade:a.t,u_units_to_pixels:[1/i.pixelsToGLUnits[0],1/i.pixelsToGLUnits[1]]}},Fr=function(e,r,n,a,i){var o=e.lineAtlas,s=Br(r,e.transform),l=\"round\"===n.layout.get(\"line-cap\"),c=o.getDash(a.from,l),u=o.getDash(a.to,l),h=c.width*i.fromScale,f=u.width*i.toScale;return t.extend(Or(e,r,n),{u_patternscale_a:[s/h,-c.height/2],u_patternscale_b:[s/f,-u.height/2],u_sdfgamma:o.width/(256*Math.min(h,f)*t.browser.devicePixelRatio)/2,u_image:0,u_tex_y_a:c.y,u_tex_y_b:u.y,u_mix:i.t})};function Br(t,e){return 1/fe(t,1,e.tileZoom)}function Nr(t,e,r){return t.translatePosMatrix(e.tileID.posMatrix,e,r.paint.get(\"line-translate\"),r.paint.get(\"line-translate-anchor\"))}var jr=function(t,e,r,n,a){return{u_matrix:t,u_tl_parent:e,u_scale_parent:r,u_buffer_scale:1,u_fade_t:n.mix,u_opacity:n.opacity*a.paint.get(\"raster-opacity\"),u_image0:0,u_image1:1,u_brightness_low:a.paint.get(\"raster-brightness-min\"),u_brightness_high:a.paint.get(\"raster-brightness-max\"),u_saturation_factor:(o=a.paint.get(\"raster-saturation\"),o>0?1-1/(1.001-o):-o),u_contrast_factor:(i=a.paint.get(\"raster-contrast\"),i>0?1/(1-i):1+i),u_spin_weights:Ur(a.paint.get(\"raster-hue-rotate\"))};var i,o};function Ur(t){t*=Math.PI/180;var e=Math.sin(t),r=Math.cos(t);return[(2*r+1)/3,(-Math.sqrt(3)*e-r+1)/3,(Math.sqrt(3)*e-r+1)/3]}var Vr,qr=function(t,e,r,n,a,i,o,s,l,c){var u=a.transform;return{u_is_size_zoom_constant:+(\"constant\"===t||\"source\"===t),u_is_size_feature_constant:+(\"constant\"===t||\"camera\"===t),u_size_t:e?e.uSizeT:0,u_size:e?e.uSize:0,u_camera_to_center_distance:u.cameraToCenterDistance,u_pitch:u.pitch/360*2*Math.PI,u_rotate_symbol:+r,u_aspect_ratio:u.width/u.height,u_fade_change:a.options.fadeDuration?a.symbolFadeChange:1,u_matrix:i,u_label_plane_matrix:o,u_coord_matrix:s,u_is_text:+l,u_pitch_with_map:+n,u_texsize:c,u_texture:0}},Hr=function(e,r,n,a,i,o,s,l,c,u,h){var f=i.transform;return t.extend(qr(e,r,n,a,i,o,s,l,c,u),{u_gamma_scale:a?Math.cos(f._pitch)*f.cameraToCenterDistance:1,u_device_pixel_ratio:t.browser.devicePixelRatio,u_is_halo:+h})},Gr=function(e,r,n,a,i,o,s,l,c,u){return t.extend(Hr(e,r,n,a,i,o,s,l,!0,c,!0),{u_texsize_icon:u,u_texture_icon:1})},Yr=function(t,e,r){return{u_matrix:t,u_opacity:e,u_color:r}},Wr=function(e,r,n,a,i,o){return t.extend(function(t,e,r,n){var a=r.imageManager.getPattern(t.from.toString()),i=r.imageManager.getPattern(t.to.toString()),o=r.imageManager.getPixelSize(),s=o.width,l=o.height,c=Math.pow(2,n.tileID.overscaledZ),u=n.tileSize*Math.pow(2,r.transform.tileZoom)/c,h=u*(n.tileID.canonical.x+n.tileID.wrap*c),f=u*n.tileID.canonical.y;return{u_image:0,u_pattern_tl_a:a.tl,u_pattern_br_a:a.br,u_pattern_tl_b:i.tl,u_pattern_br_b:i.br,u_texsize:[s,l],u_mix:e.t,u_pattern_size_a:a.displaySize,u_pattern_size_b:i.displaySize,u_scale_a:e.fromScale,u_scale_b:e.toScale,u_tile_units_to_pixels:1/fe(n,1,r.transform.tileZoom),u_pixel_coord_upper:[h>>16,f>>16],u_pixel_coord_lower:[65535&h,65535&f]}}(a,o,n,i),{u_matrix:e,u_opacity:r})},Zr={fillExtrusion:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fillExtrusionPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_height_factor:new t.Uniform1f(e,r.u_height_factor),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fill:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},fillPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},fillOutline:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world)}},fillOutlinePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},circle:function(e,r){return{u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_scale_with_map:new t.Uniform1i(e,r.u_scale_with_map),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},collisionBox:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pixels_to_tile_units:new t.Uniform1f(e,r.u_pixels_to_tile_units),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_overscale_factor:new t.Uniform1f(e,r.u_overscale_factor)}},collisionCircle:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_inv_matrix:new t.UniformMatrix4f(e,r.u_inv_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_viewport_size:new t.Uniform2f(e,r.u_viewport_size)}},debug:function(e,r){return{u_color:new t.UniformColor(e,r.u_color),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_overlay:new t.Uniform1i(e,r.u_overlay),u_overlay_scale:new t.Uniform1f(e,r.u_overlay_scale)}},clippingMask:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmap:function(e,r){return{u_extrude_scale:new t.Uniform1f(e,r.u_extrude_scale),u_intensity:new t.Uniform1f(e,r.u_intensity),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmapTexture:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_color_ramp:new t.Uniform1i(e,r.u_color_ramp),u_opacity:new t.Uniform1f(e,r.u_opacity)}},hillshade:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_latrange:new t.Uniform2f(e,r.u_latrange),u_light:new t.Uniform2f(e,r.u_light),u_shadow:new t.UniformColor(e,r.u_shadow),u_highlight:new t.UniformColor(e,r.u_highlight),u_accent:new t.UniformColor(e,r.u_accent)}},hillshadePrepare:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_dimension:new t.Uniform2f(e,r.u_dimension),u_zoom:new t.Uniform1f(e,r.u_zoom),u_maxzoom:new t.Uniform1f(e,r.u_maxzoom),u_unpack:new t.Uniform4f(e,r.u_unpack)}},line:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels)}},lineGradient:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_image:new t.Uniform1i(e,r.u_image)}},linePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_texsize:new t.Uniform2f(e,r.u_texsize),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_image:new t.Uniform1i(e,r.u_image),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},lineSDF:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_patternscale_a:new t.Uniform2f(e,r.u_patternscale_a),u_patternscale_b:new t.Uniform2f(e,r.u_patternscale_b),u_sdfgamma:new t.Uniform1f(e,r.u_sdfgamma),u_image:new t.Uniform1i(e,r.u_image),u_tex_y_a:new t.Uniform1f(e,r.u_tex_y_a),u_tex_y_b:new t.Uniform1f(e,r.u_tex_y_b),u_mix:new t.Uniform1f(e,r.u_mix)}},raster:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_tl_parent:new t.Uniform2f(e,r.u_tl_parent),u_scale_parent:new t.Uniform1f(e,r.u_scale_parent),u_buffer_scale:new t.Uniform1f(e,r.u_buffer_scale),u_fade_t:new t.Uniform1f(e,r.u_fade_t),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image0:new t.Uniform1i(e,r.u_image0),u_image1:new t.Uniform1i(e,r.u_image1),u_brightness_low:new t.Uniform1f(e,r.u_brightness_low),u_brightness_high:new t.Uniform1f(e,r.u_brightness_high),u_saturation_factor:new t.Uniform1f(e,r.u_saturation_factor),u_contrast_factor:new t.Uniform1f(e,r.u_contrast_factor),u_spin_weights:new t.Uniform3f(e,r.u_spin_weights)}},symbolIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture)}},symbolSDF:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},symbolTextAndIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texsize_icon:new t.Uniform2f(e,r.u_texsize_icon),u_texture:new t.Uniform1i(e,r.u_texture),u_texture_icon:new t.Uniform1i(e,r.u_texture_icon),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},background:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_color:new t.UniformColor(e,r.u_color)}},backgroundPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image:new t.Uniform1i(e,r.u_image),u_pattern_tl_a:new t.Uniform2f(e,r.u_pattern_tl_a),u_pattern_br_a:new t.Uniform2f(e,r.u_pattern_br_a),u_pattern_tl_b:new t.Uniform2f(e,r.u_pattern_tl_b),u_pattern_br_b:new t.Uniform2f(e,r.u_pattern_br_b),u_texsize:new t.Uniform2f(e,r.u_texsize),u_mix:new t.Uniform1f(e,r.u_mix),u_pattern_size_a:new t.Uniform2f(e,r.u_pattern_size_a),u_pattern_size_b:new t.Uniform2f(e,r.u_pattern_size_b),u_scale_a:new t.Uniform1f(e,r.u_scale_a),u_scale_b:new t.Uniform1f(e,r.u_scale_b),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_tile_units_to_pixels:new t.Uniform1f(e,r.u_tile_units_to_pixels)}}};function Xr(e,r,n,a,i,o,s){for(var l=e.context,c=l.gl,u=e.useProgram(\"collisionBox\"),h=[],f=0,p=0,d=0;d<a.length;d++){var g=a[d],m=r.getTile(g),v=m.getBucket(n);if(v){var y=g.posMatrix;0===i[0]&&0===i[1]||(y=e.translatePosMatrix(g.posMatrix,m,i,o));var x=s?v.textCollisionBox:v.iconCollisionBox,b=v.collisionCircleArray;if(b.length>0){var _=t.create(),w=y;t.mul(_,v.placementInvProjMatrix,e.transform.glCoordMatrix),t.mul(_,_,v.placementViewportMatrix),h.push({circleArray:b,circleOffset:p,transform:w,invTransform:_}),p=f+=b.length/4}x&&u.draw(l,c.LINES,Mt.disabled,At.disabled,e.colorModeForRenderPass(),Et.disabled,Cr(y,e.transform,m),n.id,x.layoutVertexBuffer,x.indexBuffer,x.segments,null,e.transform.zoom,null,null,x.collisionVertexBuffer)}}if(s&&h.length){var T=e.useProgram(\"collisionCircle\"),k=new t.StructArrayLayout2f1f2i16;k.resize(4*f),k._trim();for(var M=0,A=0,S=h;A<S.length;A+=1)for(var E=S[A],C=0;C<E.circleArray.length/4;C++){var L=4*C,P=E.circleArray[L+0],I=E.circleArray[L+1],z=E.circleArray[L+2],O=E.circleArray[L+3];k.emplace(M++,P,I,z,O,0),k.emplace(M++,P,I,z,O,1),k.emplace(M++,P,I,z,O,2),k.emplace(M++,P,I,z,O,3)}(!Vr||Vr.length<2*f)&&(Vr=function(e){var r=2*e,n=new t.StructArrayLayout3ui6;n.resize(r),n._trim();for(var a=0;a<r;a++){var i=6*a;n.uint16[i+0]=4*a+0,n.uint16[i+1]=4*a+1,n.uint16[i+2]=4*a+2,n.uint16[i+3]=4*a+2,n.uint16[i+4]=4*a+3,n.uint16[i+5]=4*a+0}return n}(f));for(var D=l.createIndexBuffer(Vr,!0),R=l.createVertexBuffer(k,t.collisionCircleLayout.members,!0),F=0,B=h;F<B.length;F+=1){var N=B[F],j=Lr(N.transform,N.invTransform,e.transform);T.draw(l,c.TRIANGLES,Mt.disabled,At.disabled,e.colorModeForRenderPass(),Et.disabled,j,n.id,R,D,t.SegmentVector.simpleSegment(0,2*N.circleOffset,N.circleArray.length,N.circleArray.length/2),null,e.transform.zoom,null,null,null)}R.destroy(),D.destroy()}}var Jr=t.identity(new Float32Array(16));function Kr(e,r,n,a,i,o){var s=t.getAnchorAlignment(e),l=-(s.horizontalAlign-.5)*r,c=-(s.verticalAlign-.5)*n,u=t.evaluateVariableOffset(e,a);return new t.Point((l/i+u[0])*o,(c/i+u[1])*o)}function Qr(e,r,n,a,i,o,s,l,c,u,h){var f=e.text.placedSymbolArray,p=e.text.dynamicLayoutVertexArray,d=e.icon.dynamicLayoutVertexArray,g={};p.clear();for(var m=0;m<f.length;m++){var v=f.get(m),y=v.hidden||!v.crossTileID||e.allowVerticalPlacement&&!v.placedOrientation?null:a[v.crossTileID];if(y){var x=new t.Point(v.anchorX,v.anchorY),b=$t(x,n?l:s),_=te(o.cameraToCenterDistance,b.signedDistanceFromCamera),w=i.evaluateSizeForFeature(e.textSizeData,u,v)*_/t.ONE_EM;n&&(w*=e.tilePixelRatio/c);for(var T=Kr(y.anchor,y.width,y.height,y.textOffset,y.textBoxScale,w),k=n?$t(x.add(T),s).point:b.point.add(r?T.rotate(-o.angle):T),M=e.allowVerticalPlacement&&v.placedOrientation===t.WritingMode.vertical?Math.PI/2:0,A=0;A<v.numGlyphs;A++)t.addDynamicAttributes(p,k,M);h&&v.associatedIconIndex>=0&&(g[v.associatedIconIndex]={shiftedAnchor:k,angle:M})}else ce(v.numGlyphs,p)}if(h){d.clear();for(var S=e.icon.placedSymbolArray,E=0;E<S.length;E++){var C=S.get(E);if(C.hidden)ce(C.numGlyphs,d);else{var L=g[E];if(L)for(var P=0;P<C.numGlyphs;P++)t.addDynamicAttributes(d,L.shiftedAnchor,L.angle);else ce(C.numGlyphs,d)}}e.icon.dynamicLayoutVertexBuffer.updateData(d)}e.text.dynamicLayoutVertexBuffer.updateData(p)}function $r(t,e,r){return r.iconsInText&&e?\"symbolTextAndIcon\":t?\"symbolSDF\":\"symbolIcon\"}function tn(e,r,n,a,i,o,s,l,c,u,h,f){for(var p=e.context,d=p.gl,g=e.transform,m=\"map\"===l,v=\"map\"===c,y=m&&\"point\"!==n.layout.get(\"symbol-placement\"),x=m&&!v&&!y,b=void 0!==n.layout.get(\"symbol-sort-key\").constantOr(1),_=e.depthModeForSublayer(0,Mt.ReadOnly),w=n.layout.get(\"text-variable-anchor\"),T=[],k=0,M=a;k<M.length;k+=1){var A=M[k],S=r.getTile(A),E=S.getBucket(n);if(E){var C=i?E.text:E.icon;if(C&&C.segments.get().length){var L=C.programConfigurations.get(n.id),P=i||E.sdfIcons,I=i?E.textSizeData:E.iconSizeData,z=v||0!==g.pitch,O=e.useProgram($r(P,i,E),L),D=t.evaluateSizeForZoom(I,g.zoom),R=void 0,F=[0,0],B=void 0,N=void 0,j=null,U=void 0;if(i)B=S.glyphAtlasTexture,N=d.LINEAR,R=S.glyphAtlasTexture.size,E.iconsInText&&(F=S.imageAtlasTexture.size,j=S.imageAtlasTexture,U=z||e.options.rotating||e.options.zooming||\"composite\"===I.kind||\"camera\"===I.kind?d.LINEAR:d.NEAREST);else{var V=1!==n.layout.get(\"icon-size\").constantOr(0)||E.iconsNeedLinear;B=S.imageAtlasTexture,N=P||e.options.rotating||e.options.zooming||V||z?d.LINEAR:d.NEAREST,R=S.imageAtlasTexture.size}var q=fe(S,1,e.transform.zoom),H=Kt(A.posMatrix,v,m,e.transform,q),G=Qt(A.posMatrix,v,m,e.transform,q),Y=w&&E.hasTextData(),W=\"none\"!==n.layout.get(\"icon-text-fit\")&&Y&&E.hasIconData();y&&re(E,A.posMatrix,e,i,H,G,v,u);var Z=e.translatePosMatrix(A.posMatrix,S,o,s),X=y||i&&w||W?Jr:H,J=e.translatePosMatrix(G,S,o,s,!0),K=P&&0!==n.paint.get(i?\"text-halo-width\":\"icon-halo-width\").constantOr(1),Q={program:O,buffers:C,uniformValues:P?E.iconsInText?Gr(I.kind,D,x,v,e,Z,X,J,R,F):Hr(I.kind,D,x,v,e,Z,X,J,i,R,!0):qr(I.kind,D,x,v,e,Z,X,J,i,R),atlasTexture:B,atlasTextureIcon:j,atlasInterpolation:N,atlasInterpolationIcon:U,isSDF:P,hasHalo:K};if(b)for(var $=0,tt=C.segments.get();$<tt.length;$+=1){var et=tt[$];T.push({segments:new t.SegmentVector([et]),sortKey:et.sortKey,state:Q})}else T.push({segments:C.segments,sortKey:0,state:Q})}}}b&&T.sort((function(t,e){return t.sortKey-e.sortKey}));for(var rt=0,nt=T;rt<nt.length;rt+=1){var at=nt[rt],it=at.state;if(p.activeTexture.set(d.TEXTURE0),it.atlasTexture.bind(it.atlasInterpolation,d.CLAMP_TO_EDGE),it.atlasTextureIcon&&(p.activeTexture.set(d.TEXTURE1),it.atlasTextureIcon&&it.atlasTextureIcon.bind(it.atlasInterpolationIcon,d.CLAMP_TO_EDGE)),it.isSDF){var ot=it.uniformValues;it.hasHalo&&(ot.u_is_halo=1,en(it.buffers,at.segments,n,e,it.program,_,h,f,ot)),ot.u_is_halo=0}en(it.buffers,at.segments,n,e,it.program,_,h,f,it.uniformValues)}}function en(t,e,r,n,a,i,o,s,l){var c=n.context;a.draw(c,c.gl.TRIANGLES,i,o,s,Et.disabled,l,r.id,t.layoutVertexBuffer,t.indexBuffer,e,r.paint,n.transform.zoom,t.programConfigurations.get(r.id),t.dynamicLayoutVertexBuffer,t.opacityVertexBuffer)}function rn(t,e,r,n,a,i,o){var s,l,c,u,h,f=t.context.gl,p=r.paint.get(\"fill-pattern\"),d=p&&p.constantOr(1),g=r.getCrossfadeParameters();o?(l=d&&!r.getPaintProperty(\"fill-outline-color\")?\"fillOutlinePattern\":\"fillOutline\",s=f.LINES):(l=d?\"fillPattern\":\"fill\",s=f.TRIANGLES);for(var m=0,v=n;m<v.length;m+=1){var y=v[m],x=e.getTile(y);if(!d||x.patternsLoaded()){var b=x.getBucket(r);if(b){var _=b.programConfigurations.get(r.id),w=t.useProgram(l,_);d&&(t.context.activeTexture.set(f.TEXTURE0),x.imageAtlasTexture.bind(f.LINEAR,f.CLAMP_TO_EDGE),_.updatePaintBuffers(g));var T=p.constantOr(null);if(T&&x.imageAtlas){var k=x.imageAtlas,M=k.patternPositions[T.to.toString()],A=k.patternPositions[T.from.toString()];M&&A&&_.setConstantPatternPositions(M,A)}var S=t.translatePosMatrix(y.posMatrix,x,r.paint.get(\"fill-translate\"),r.paint.get(\"fill-translate-anchor\"));if(o){u=b.indexBuffer2,h=b.segments2;var E=[f.drawingBufferWidth,f.drawingBufferHeight];c=\"fillOutlinePattern\"===l&&d?Sr(S,t,g,x,E):Ar(S,E)}else u=b.indexBuffer,h=b.segments,c=d?Mr(S,t,g,x):kr(S);w.draw(t.context,s,a,t.stencilModeForClipping(y),i,Et.disabled,c,r.id,b.layoutVertexBuffer,u,h,r.paint,t.transform.zoom,_)}}}}function nn(t,e,r,n,a,i,o){for(var s=t.context,l=s.gl,c=r.paint.get(\"fill-extrusion-pattern\"),u=c.constantOr(1),h=r.getCrossfadeParameters(),f=r.paint.get(\"fill-extrusion-opacity\"),p=0,d=n;p<d.length;p+=1){var g=d[p],m=e.getTile(g),v=m.getBucket(r);if(v){var y=v.programConfigurations.get(r.id),x=t.useProgram(u?\"fillExtrusionPattern\":\"fillExtrusion\",y);u&&(t.context.activeTexture.set(l.TEXTURE0),m.imageAtlasTexture.bind(l.LINEAR,l.CLAMP_TO_EDGE),y.updatePaintBuffers(h));var b=c.constantOr(null);if(b&&m.imageAtlas){var _=m.imageAtlas,w=_.patternPositions[b.to.toString()],T=_.patternPositions[b.from.toString()];w&&T&&y.setConstantPatternPositions(w,T)}var k=t.translatePosMatrix(g.posMatrix,m,r.paint.get(\"fill-extrusion-translate\"),r.paint.get(\"fill-extrusion-translate-anchor\")),M=r.paint.get(\"fill-extrusion-vertical-gradient\"),A=u?Tr(k,t,M,f,g,h,m):wr(k,t,M,f);x.draw(s,s.gl.TRIANGLES,a,i,o,Et.backCCW,A,r.id,v.layoutVertexBuffer,v.indexBuffer,v.segments,r.paint,t.transform.zoom,y)}}}function an(e,r,n,a,i,o){var s=e.context,l=s.gl,c=r.fbo;if(c){var u=e.useProgram(\"hillshade\");s.activeTexture.set(l.TEXTURE0),l.bindTexture(l.TEXTURE_2D,c.colorAttachment.get());var h=function(e,r,n){var a=n.paint.get(\"hillshade-shadow-color\"),i=n.paint.get(\"hillshade-highlight-color\"),o=n.paint.get(\"hillshade-accent-color\"),s=n.paint.get(\"hillshade-illumination-direction\")*(Math.PI/180);\"viewport\"===n.paint.get(\"hillshade-illumination-anchor\")&&(s-=e.transform.angle);var l,c,u,h=!e.options.moving;return{u_matrix:e.transform.calculatePosMatrix(r.tileID.toUnwrapped(),h),u_image:0,u_latrange:(l=r.tileID,c=Math.pow(2,l.canonical.z),u=l.canonical.y,[new t.MercatorCoordinate(0,u/c).toLngLat().lat,new t.MercatorCoordinate(0,(u+1)/c).toLngLat().lat]),u_light:[n.paint.get(\"hillshade-exaggeration\"),s],u_shadow:a,u_highlight:i,u_accent:o}}(e,r,n);u.draw(s,l.TRIANGLES,a,i,o,Et.disabled,h,n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments)}}function on(e,r,n,a,i,o,s){var l=e.context,c=l.gl,u=r.dem;if(u&&u.data){var h=u.dim,f=u.stride,p=u.getPixels();if(l.activeTexture.set(c.TEXTURE1),l.pixelStoreUnpackPremultiplyAlpha.set(!1),r.demTexture=r.demTexture||e.getTileTexture(f),r.demTexture){var d=r.demTexture;d.update(p,{premultiply:!1}),d.bind(c.NEAREST,c.CLAMP_TO_EDGE)}else r.demTexture=new t.Texture(l,p,c.RGBA,{premultiply:!1}),r.demTexture.bind(c.NEAREST,c.CLAMP_TO_EDGE);l.activeTexture.set(c.TEXTURE0);var g=r.fbo;if(!g){var m=new t.Texture(l,{width:h,height:h,data:null},c.RGBA);m.bind(c.LINEAR,c.CLAMP_TO_EDGE),(g=r.fbo=l.createFramebuffer(h,h,!0)).colorAttachment.set(m.texture)}l.bindFramebuffer.set(g.framebuffer),l.viewport.set([0,0,h,h]),e.useProgram(\"hillshadePrepare\").draw(l,c.TRIANGLES,i,o,s,Et.disabled,function(e,r,n){var a=r.stride,i=t.create();return t.ortho(i,0,t.EXTENT,-t.EXTENT,0,0,1),t.translate(i,i,[0,-t.EXTENT,0]),{u_matrix:i,u_image:1,u_dimension:[a,a],u_zoom:e.overscaledZ,u_maxzoom:n,u_unpack:r.getUnpackVector()}}(r.tileID,u,a),n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments),r.needsHillshadePrepare=!1}}function sn(e,r,n,a,i){var o=a.paint.get(\"raster-fade-duration\");if(o>0){var s=t.browser.now(),l=(s-e.timeAdded)/o,c=r?(s-r.timeAdded)/o:-1,u=n.getSource(),h=i.coveringZoomLevel({tileSize:u.tileSize,roundZoom:u.roundZoom}),f=!r||Math.abs(r.tileID.overscaledZ-h)>Math.abs(e.tileID.overscaledZ-h),p=f&&e.refreshedUponExpiration?1:t.clamp(f?l:1-c,0,1);return e.refreshedUponExpiration&&l>=1&&(e.refreshedUponExpiration=!1),r?{opacity:1,mix:1-p}:{opacity:p,mix:0}}return{opacity:1,mix:0}}var ln=new t.Color(1,0,0,1),cn=new t.Color(0,1,0,1),un=new t.Color(0,0,1,1),hn=new t.Color(1,0,1,1),fn=new t.Color(0,1,1,1);function pn(t,e,r,n){gn(t,0,e+r/2,t.transform.width,r,n)}function dn(t,e,r,n){gn(t,e-r/2,0,r,t.transform.height,n)}function gn(e,r,n,a,i,o){var s=e.context,l=s.gl;l.enable(l.SCISSOR_TEST),l.scissor(r*t.browser.devicePixelRatio,n*t.browser.devicePixelRatio,a*t.browser.devicePixelRatio,i*t.browser.devicePixelRatio),s.clear({color:o}),l.disable(l.SCISSOR_TEST)}function mn(e,r,n){var a=e.context,i=a.gl,o=n.posMatrix,s=e.useProgram(\"debug\"),l=Mt.disabled,c=At.disabled,u=e.colorModeForRenderPass();a.activeTexture.set(i.TEXTURE0),e.emptyTexture.bind(i.LINEAR,i.CLAMP_TO_EDGE),s.draw(a,i.LINE_STRIP,l,c,u,Et.disabled,Pr(o,t.Color.red),\"$debug\",e.debugBuffer,e.tileBorderIndexBuffer,e.debugSegments);var h=r.getTileByID(n.key).latestRawTileData,f=Math.floor((h&&h.byteLength||0)/1024),p=r.getTile(n).tileSize,d=512/Math.min(p,512)*(n.overscaledZ/e.transform.zoom)*.5,g=n.canonical.toString();n.overscaledZ!==n.canonical.z&&(g+=\" => \"+n.overscaledZ),function(t,e){t.initDebugOverlayCanvas();var r=t.debugOverlayCanvas,n=t.context.gl,a=t.debugOverlayCanvas.getContext(\"2d\");a.clearRect(0,0,r.width,r.height),a.shadowColor=\"white\",a.shadowBlur=2,a.lineWidth=1.5,a.strokeStyle=\"white\",a.textBaseline=\"top\",a.font=\"bold 36px Open Sans, sans-serif\",a.fillText(e,5,5),a.strokeText(e,5,5),t.debugOverlayTexture.update(r),t.debugOverlayTexture.bind(n.LINEAR,n.CLAMP_TO_EDGE)}(e,g+\" \"+f+\"kb\"),s.draw(a,i.TRIANGLES,l,c,St.alphaBlended,Et.disabled,Pr(o,t.Color.transparent,d),\"$debug\",e.debugBuffer,e.quadTriangleIndexBuffer,e.debugSegments)}var vn={symbol:function(e,r,n,a,i){if(\"translucent\"===e.renderPass){var o=At.disabled,s=e.colorModeForRenderPass();n.layout.get(\"text-variable-anchor\")&&function(e,r,n,a,i,o,s){for(var l=r.transform,c=\"map\"===i,u=\"map\"===o,h=0,f=e;h<f.length;h+=1){var p=f[h],d=a.getTile(p),g=d.getBucket(n);if(g&&g.text&&g.text.segments.get().length){var m=t.evaluateSizeForZoom(g.textSizeData,l.zoom),v=fe(d,1,r.transform.zoom),y=Kt(p.posMatrix,u,c,r.transform,v),x=\"none\"!==n.layout.get(\"icon-text-fit\")&&g.hasIconData();if(m){var b=Math.pow(2,l.zoom-d.tileID.overscaledZ);Qr(g,c,u,s,t.symbolSize,l,y,p.posMatrix,b,m,x)}}}}(a,e,n,r,n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),i),0!==n.paint.get(\"icon-opacity\").constantOr(1)&&tn(e,r,n,a,!1,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),n.layout.get(\"icon-rotation-alignment\"),n.layout.get(\"icon-pitch-alignment\"),n.layout.get(\"icon-keep-upright\"),o,s),0!==n.paint.get(\"text-opacity\").constantOr(1)&&tn(e,r,n,a,!0,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),n.layout.get(\"text-keep-upright\"),o,s),r.map.showCollisionBoxes&&(Xr(e,r,n,a,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),!0),Xr(e,r,n,a,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),!1))}},circle:function(e,r,n,a){if(\"translucent\"===e.renderPass){var i=n.paint.get(\"circle-opacity\"),o=n.paint.get(\"circle-stroke-width\"),s=n.paint.get(\"circle-stroke-opacity\"),l=void 0!==n.layout.get(\"circle-sort-key\").constantOr(1);if(0!==i.constantOr(1)||0!==o.constantOr(1)&&0!==s.constantOr(1)){for(var c=e.context,u=c.gl,h=e.depthModeForSublayer(0,Mt.ReadOnly),f=At.disabled,p=e.colorModeForRenderPass(),d=[],g=0;g<a.length;g++){var m=a[g],v=r.getTile(m),y=v.getBucket(n);if(y){var x=y.programConfigurations.get(n.id),b={programConfiguration:x,program:e.useProgram(\"circle\",x),layoutVertexBuffer:y.layoutVertexBuffer,indexBuffer:y.indexBuffer,uniformValues:Er(e,m,v,n)};if(l)for(var _=0,w=y.segments.get();_<w.length;_+=1){var T=w[_];d.push({segments:new t.SegmentVector([T]),sortKey:T.sortKey,state:b})}else d.push({segments:y.segments,sortKey:0,state:b})}}l&&d.sort((function(t,e){return t.sortKey-e.sortKey}));for(var k=0,M=d;k<M.length;k+=1){var A=M[k],S=A.state;S.program.draw(c,u.TRIANGLES,h,f,p,Et.disabled,S.uniformValues,n.id,S.layoutVertexBuffer,S.indexBuffer,A.segments,n.paint,e.transform.zoom,S.programConfiguration)}}}},heatmap:function(e,r,n,a){if(0!==n.paint.get(\"heatmap-opacity\"))if(\"offscreen\"===e.renderPass){var i=e.context,o=i.gl,s=At.disabled,l=new St([o.ONE,o.ONE],t.Color.transparent,[!0,!0,!0,!0]);!function(t,e,r){var n=t.gl;t.activeTexture.set(n.TEXTURE1),t.viewport.set([0,0,e.width/4,e.height/4]);var a=r.heatmapFbo;if(a)n.bindTexture(n.TEXTURE_2D,a.colorAttachment.get()),t.bindFramebuffer.set(a.framebuffer);else{var i=n.createTexture();n.bindTexture(n.TEXTURE_2D,i),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,n.LINEAR),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,n.LINEAR),a=r.heatmapFbo=t.createFramebuffer(e.width/4,e.height/4,!1),function(t,e,r,n){var a=t.gl;a.texImage2D(a.TEXTURE_2D,0,a.RGBA,e.width/4,e.height/4,0,a.RGBA,t.extRenderToTextureHalfFloat?t.extTextureHalfFloat.HALF_FLOAT_OES:a.UNSIGNED_BYTE,null),n.colorAttachment.set(r)}(t,e,i,a)}}(i,e,n),i.clear({color:t.Color.transparent});for(var c=0;c<a.length;c++){var u=a[c];if(!r.hasRenderableParent(u)){var h=r.getTile(u),f=h.getBucket(n);if(f){var p=f.programConfigurations.get(n.id);e.useProgram(\"heatmap\",p).draw(i,o.TRIANGLES,Mt.disabled,s,l,Et.disabled,zr(u.posMatrix,h,e.transform.zoom,n.paint.get(\"heatmap-intensity\")),n.id,f.layoutVertexBuffer,f.indexBuffer,f.segments,n.paint,e.transform.zoom,p)}}}i.viewport.set([0,0,e.width,e.height])}else\"translucent\"===e.renderPass&&(e.context.setColorMode(e.colorModeForRenderPass()),function(e,r){var n=e.context,a=n.gl,i=r.heatmapFbo;if(i){n.activeTexture.set(a.TEXTURE0),a.bindTexture(a.TEXTURE_2D,i.colorAttachment.get()),n.activeTexture.set(a.TEXTURE1);var o=r.colorRampTexture;o||(o=r.colorRampTexture=new t.Texture(n,r.colorRamp,a.RGBA)),o.bind(a.LINEAR,a.CLAMP_TO_EDGE),e.useProgram(\"heatmapTexture\").draw(n,a.TRIANGLES,Mt.disabled,At.disabled,e.colorModeForRenderPass(),Et.disabled,function(e,r,n,a){var i=t.create();t.ortho(i,0,e.width,e.height,0,0,1);var o=e.context.gl;return{u_matrix:i,u_world:[o.drawingBufferWidth,o.drawingBufferHeight],u_image:0,u_color_ramp:1,u_opacity:r.paint.get(\"heatmap-opacity\")}}(e,r),r.id,e.viewportBuffer,e.quadTriangleIndexBuffer,e.viewportSegments,r.paint,e.transform.zoom)}}(e,n))},line:function(e,r,n,a){if(\"translucent\"===e.renderPass){var i=n.paint.get(\"line-opacity\"),o=n.paint.get(\"line-width\");if(0!==i.constantOr(1)&&0!==o.constantOr(1)){var s=e.depthModeForSublayer(0,Mt.ReadOnly),l=e.colorModeForRenderPass(),c=n.paint.get(\"line-dasharray\"),u=n.paint.get(\"line-pattern\"),h=u.constantOr(1),f=n.paint.get(\"line-gradient\"),p=n.getCrossfadeParameters(),d=h?\"linePattern\":c?\"lineSDF\":f?\"lineGradient\":\"line\",g=e.context,m=g.gl,v=!0;if(f){g.activeTexture.set(m.TEXTURE0);var y=n.gradientTexture;if(!n.gradient)return;y||(y=n.gradientTexture=new t.Texture(g,n.gradient,m.RGBA)),y.bind(m.LINEAR,m.CLAMP_TO_EDGE)}for(var x=0,b=a;x<b.length;x+=1){var _=b[x],w=r.getTile(_);if(!h||w.patternsLoaded()){var T=w.getBucket(n);if(T){var k=T.programConfigurations.get(n.id),M=e.context.program.get(),A=e.useProgram(d,k),S=v||A.program!==M,E=u.constantOr(null);if(E&&w.imageAtlas){var C=w.imageAtlas,L=C.patternPositions[E.to.toString()],P=C.patternPositions[E.from.toString()];L&&P&&k.setConstantPatternPositions(L,P)}var I=h?Rr(e,w,n,p):c?Fr(e,w,n,c,p):f?Dr(e,w,n):Or(e,w,n);h?(g.activeTexture.set(m.TEXTURE0),w.imageAtlasTexture.bind(m.LINEAR,m.CLAMP_TO_EDGE),k.updatePaintBuffers(p)):c&&(S||e.lineAtlas.dirty)&&(g.activeTexture.set(m.TEXTURE0),e.lineAtlas.bind(g)),A.draw(g,m.TRIANGLES,s,e.stencilModeForClipping(_),l,Et.disabled,I,n.id,T.layoutVertexBuffer,T.indexBuffer,T.segments,n.paint,e.transform.zoom,k),v=!1}}}}}},fill:function(e,r,n,a){var i=n.paint.get(\"fill-color\"),o=n.paint.get(\"fill-opacity\");if(0!==o.constantOr(1)){var s=e.colorModeForRenderPass(),l=n.paint.get(\"fill-pattern\"),c=e.opaquePassEnabledForLayer()&&!l.constantOr(1)&&1===i.constantOr(t.Color.transparent).a&&1===o.constantOr(0)?\"opaque\":\"translucent\";if(e.renderPass===c){var u=e.depthModeForSublayer(1,\"opaque\"===e.renderPass?Mt.ReadWrite:Mt.ReadOnly);rn(e,r,n,a,u,s,!1)}if(\"translucent\"===e.renderPass&&n.paint.get(\"fill-antialias\")){var h=e.depthModeForSublayer(n.getPaintProperty(\"fill-outline-color\")?2:0,Mt.ReadOnly);rn(e,r,n,a,h,s,!0)}}},\"fill-extrusion\":function(t,e,r,n){var a=r.paint.get(\"fill-extrusion-opacity\");if(0!==a&&\"translucent\"===t.renderPass){var i=new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D);if(1!==a||r.paint.get(\"fill-extrusion-pattern\").constantOr(1))nn(t,e,r,n,i,At.disabled,St.disabled),nn(t,e,r,n,i,t.stencilModeFor3D(),t.colorModeForRenderPass());else{var o=t.colorModeForRenderPass();nn(t,e,r,n,i,At.disabled,o)}}},hillshade:function(t,e,r,n){if(\"offscreen\"===t.renderPass||\"translucent\"===t.renderPass){for(var a=t.context,i=e.getSource().maxzoom,o=t.depthModeForSublayer(0,Mt.ReadOnly),s=t.colorModeForRenderPass(),l=\"translucent\"===t.renderPass?t.stencilConfigForOverlap(n):[{},n],c=l[0],u=0,h=l[1];u<h.length;u+=1){var f=h[u],p=e.getTile(f);p.needsHillshadePrepare&&\"offscreen\"===t.renderPass?on(t,p,r,i,o,At.disabled,s):\"translucent\"===t.renderPass&&an(t,p,r,o,c[f.overscaledZ],s)}a.viewport.set([0,0,t.width,t.height])}},raster:function(t,e,r,n){if(\"translucent\"===t.renderPass&&0!==r.paint.get(\"raster-opacity\")&&n.length)for(var a=t.context,i=a.gl,o=e.getSource(),s=t.useProgram(\"raster\"),l=t.colorModeForRenderPass(),c=o instanceof I?[{},n]:t.stencilConfigForOverlap(n),u=c[0],h=c[1],f=h[h.length-1].overscaledZ,p=!t.options.moving,d=0,g=h;d<g.length;d+=1){var m=g[d],v=t.depthModeForSublayer(m.overscaledZ-f,1===r.paint.get(\"raster-opacity\")?Mt.ReadWrite:Mt.ReadOnly,i.LESS),y=e.getTile(m),x=t.transform.calculatePosMatrix(m.toUnwrapped(),p);y.registerFadeDuration(r.paint.get(\"raster-fade-duration\"));var b=e.findLoadedParent(m,0),_=sn(y,b,e,r,t.transform),w=void 0,T=void 0,k=\"nearest\"===r.paint.get(\"raster-resampling\")?i.NEAREST:i.LINEAR;a.activeTexture.set(i.TEXTURE0),y.texture.bind(k,i.CLAMP_TO_EDGE,i.LINEAR_MIPMAP_NEAREST),a.activeTexture.set(i.TEXTURE1),b?(b.texture.bind(k,i.CLAMP_TO_EDGE,i.LINEAR_MIPMAP_NEAREST),w=Math.pow(2,b.tileID.overscaledZ-y.tileID.overscaledZ),T=[y.tileID.canonical.x*w%1,y.tileID.canonical.y*w%1]):y.texture.bind(k,i.CLAMP_TO_EDGE,i.LINEAR_MIPMAP_NEAREST);var M=jr(x,T||[0,0],w||1,_,r);o instanceof I?s.draw(a,i.TRIANGLES,v,At.disabled,l,Et.disabled,M,r.id,o.boundsBuffer,t.quadTriangleIndexBuffer,o.boundsSegments):s.draw(a,i.TRIANGLES,v,u[m.overscaledZ],l,Et.disabled,M,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}},background:function(t,e,r){var n=r.paint.get(\"background-color\"),a=r.paint.get(\"background-opacity\");if(0!==a){var i=t.context,o=i.gl,s=t.transform,l=s.tileSize,c=r.paint.get(\"background-pattern\");if(!t.isPatternMissing(c)){var u=!c&&1===n.a&&1===a&&t.opaquePassEnabledForLayer()?\"opaque\":\"translucent\";if(t.renderPass===u){var h=At.disabled,f=t.depthModeForSublayer(0,\"opaque\"===u?Mt.ReadWrite:Mt.ReadOnly),p=t.colorModeForRenderPass(),d=t.useProgram(c?\"backgroundPattern\":\"background\"),g=s.coveringTiles({tileSize:l});c&&(i.activeTexture.set(o.TEXTURE0),t.imageManager.bind(t.context));for(var m=r.getCrossfadeParameters(),v=0,y=g;v<y.length;v+=1){var x=y[v],b=t.transform.calculatePosMatrix(x.toUnwrapped()),_=c?Wr(b,a,t,c,{tileID:x,tileSize:l},m):Yr(b,a,n);d.draw(i,o.TRIANGLES,f,h,p,Et.disabled,_,r.id,t.tileExtentBuffer,t.quadTriangleIndexBuffer,t.tileExtentSegments)}}}}},debug:function(t,e,r){for(var n=0;n<r.length;n++)mn(t,e,r[n])},custom:function(t,e,r){var n=t.context,a=r.implementation;if(\"offscreen\"===t.renderPass){var i=a.prerender;i&&(t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),i.call(a,n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState())}else if(\"translucent\"===t.renderPass){t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),n.setStencilMode(At.disabled);var o=\"3d\"===a.renderingMode?new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D):t.depthModeForSublayer(0,Mt.ReadOnly);n.setDepthMode(o),a.render(n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState(),n.bindFramebuffer.set(null)}}},yn=function(t,e){this.context=new Ct(t),this.transform=e,this._tileTextures={},this.setup(),this.numSublayers=Lt.maxUnderzooming+Lt.maxOverzooming+1,this.depthEpsilon=1/Math.pow(2,16),this.crossTileSymbolIndex=new Be,this.gpuTimers={}};yn.prototype.resize=function(e,r){if(this.width=e*t.browser.devicePixelRatio,this.height=r*t.browser.devicePixelRatio,this.context.viewport.set([0,0,this.width,this.height]),this.style)for(var n=0,a=this.style._order;n<a.length;n+=1)this.style._layers[a[n]].resize()},yn.prototype.setup=function(){var e=this.context,r=new t.StructArrayLayout2i4;r.emplaceBack(0,0),r.emplaceBack(t.EXTENT,0),r.emplaceBack(0,t.EXTENT),r.emplaceBack(t.EXTENT,t.EXTENT),this.tileExtentBuffer=e.createVertexBuffer(r,He.members),this.tileExtentSegments=t.SegmentVector.simpleSegment(0,0,4,2);var n=new t.StructArrayLayout2i4;n.emplaceBack(0,0),n.emplaceBack(t.EXTENT,0),n.emplaceBack(0,t.EXTENT),n.emplaceBack(t.EXTENT,t.EXTENT),this.debugBuffer=e.createVertexBuffer(n,He.members),this.debugSegments=t.SegmentVector.simpleSegment(0,0,4,5);var a=new t.StructArrayLayout4i8;a.emplaceBack(0,0,0,0),a.emplaceBack(t.EXTENT,0,t.EXTENT,0),a.emplaceBack(0,t.EXTENT,0,t.EXTENT),a.emplaceBack(t.EXTENT,t.EXTENT,t.EXTENT,t.EXTENT),this.rasterBoundsBuffer=e.createVertexBuffer(a,P.members),this.rasterBoundsSegments=t.SegmentVector.simpleSegment(0,0,4,2);var i=new t.StructArrayLayout2i4;i.emplaceBack(0,0),i.emplaceBack(1,0),i.emplaceBack(0,1),i.emplaceBack(1,1),this.viewportBuffer=e.createVertexBuffer(i,He.members),this.viewportSegments=t.SegmentVector.simpleSegment(0,0,4,2);var o=new t.StructArrayLayout1ui2;o.emplaceBack(0),o.emplaceBack(1),o.emplaceBack(3),o.emplaceBack(2),o.emplaceBack(0),this.tileBorderIndexBuffer=e.createIndexBuffer(o);var s=new t.StructArrayLayout3ui6;s.emplaceBack(0,1,2),s.emplaceBack(2,1,3),this.quadTriangleIndexBuffer=e.createIndexBuffer(s),this.emptyTexture=new t.Texture(e,{width:1,height:1,data:new Uint8Array([0,0,0,0])},e.gl.RGBA);var l=this.context.gl;this.stencilClearMode=new At({func:l.ALWAYS,mask:0},0,255,l.ZERO,l.ZERO,l.ZERO)},yn.prototype.clearStencil=function(){var e=this.context,r=e.gl;this.nextStencilID=1,this.currentStencilSource=void 0;var n=t.create();t.ortho(n,0,this.width,this.height,0,0,1),t.scale(n,n,[r.drawingBufferWidth,r.drawingBufferHeight,0]),this.useProgram(\"clippingMask\").draw(e,r.TRIANGLES,Mt.disabled,this.stencilClearMode,St.disabled,Et.disabled,Ir(n),\"$clipping\",this.viewportBuffer,this.quadTriangleIndexBuffer,this.viewportSegments)},yn.prototype._renderTileClippingMasks=function(t,e){if(this.currentStencilSource!==t.source&&t.isTileClipped()&&e&&e.length){this.currentStencilSource=t.source;var r=this.context,n=r.gl;this.nextStencilID+e.length>256&&this.clearStencil(),r.setColorMode(St.disabled),r.setDepthMode(Mt.disabled);var a=this.useProgram(\"clippingMask\");this._tileClippingMaskIDs={};for(var i=0,o=e;i<o.length;i+=1){var s=o[i],l=this._tileClippingMaskIDs[s.key]=this.nextStencilID++;a.draw(r,n.TRIANGLES,Mt.disabled,new At({func:n.ALWAYS,mask:0},l,255,n.KEEP,n.KEEP,n.REPLACE),St.disabled,Et.disabled,Ir(s.posMatrix),\"$clipping\",this.tileExtentBuffer,this.quadTriangleIndexBuffer,this.tileExtentSegments)}}},yn.prototype.stencilModeFor3D=function(){this.currentStencilSource=void 0,this.nextStencilID+1>256&&this.clearStencil();var t=this.nextStencilID++,e=this.context.gl;return new At({func:e.NOTEQUAL,mask:255},t,255,e.KEEP,e.KEEP,e.REPLACE)},yn.prototype.stencilModeForClipping=function(t){var e=this.context.gl;return new At({func:e.EQUAL,mask:255},this._tileClippingMaskIDs[t.key],0,e.KEEP,e.KEEP,e.REPLACE)},yn.prototype.stencilConfigForOverlap=function(t){var e,r=this.context.gl,n=t.sort((function(t,e){return e.overscaledZ-t.overscaledZ})),a=n[n.length-1].overscaledZ,i=n[0].overscaledZ-a+1;if(i>1){this.currentStencilSource=void 0,this.nextStencilID+i>256&&this.clearStencil();for(var o={},s=0;s<i;s++)o[s+a]=new At({func:r.GEQUAL,mask:255},s+this.nextStencilID,255,r.KEEP,r.KEEP,r.REPLACE);return this.nextStencilID+=i,[o,n]}return[(e={},e[a]=At.disabled,e),n]},yn.prototype.colorModeForRenderPass=function(){var e=this.context.gl;return this._showOverdrawInspector?new St([e.CONSTANT_COLOR,e.ONE],new t.Color(1/8,1/8,1/8,0),[!0,!0,!0,!0]):\"opaque\"===this.renderPass?St.unblended:St.alphaBlended},yn.prototype.depthModeForSublayer=function(t,e,r){if(!this.opaquePassEnabledForLayer())return Mt.disabled;var n=1-((1+this.currentLayer)*this.numSublayers+t)*this.depthEpsilon;return new Mt(r||this.context.gl.LEQUAL,e,[n,n])},yn.prototype.opaquePassEnabledForLayer=function(){return this.currentLayer<this.opaquePassCutoff},yn.prototype.render=function(e,r){var n=this;this.style=e,this.options=r,this.lineAtlas=e.lineAtlas,this.imageManager=e.imageManager,this.glyphManager=e.glyphManager,this.symbolFadeChange=e.placement.symbolFadeChange(t.browser.now()),this.imageManager.beginFrame();var a=this.style._order,i=this.style.sourceCaches;for(var o in i){var s=i[o];s.used&&s.prepare(this.context)}var l,c,u={},h={},f={};for(var p in i){var d=i[p];u[p]=d.getVisibleCoordinates(),h[p]=u[p].slice().reverse(),f[p]=d.getVisibleCoordinates(!0).reverse()}this.opaquePassCutoff=1/0;for(var g=0;g<a.length;g++)if(this.style._layers[a[g]].is3D()){this.opaquePassCutoff=g;break}this.renderPass=\"offscreen\";for(var m=0,v=a;m<v.length;m+=1){var y=this.style._layers[v[m]];if(y.hasOffscreenPass()&&!y.isHidden(this.transform.zoom)){var x=h[y.source];(\"custom\"===y.type||x.length)&&this.renderLayer(this,i[y.source],y,x)}}for(this.context.bindFramebuffer.set(null),this.context.clear({color:r.showOverdrawInspector?t.Color.black:t.Color.transparent,depth:1}),this.clearStencil(),this._showOverdrawInspector=r.showOverdrawInspector,this.depthRangeFor3D=[0,1-(e._order.length+2)*this.numSublayers*this.depthEpsilon],this.renderPass=\"opaque\",this.currentLayer=a.length-1;this.currentLayer>=0;this.currentLayer--){var b=this.style._layers[a[this.currentLayer]],_=i[b.source],w=u[b.source];this._renderTileClippingMasks(b,w),this.renderLayer(this,_,b,w)}for(this.renderPass=\"translucent\",this.currentLayer=0;this.currentLayer<a.length;this.currentLayer++){var T=this.style._layers[a[this.currentLayer]],k=i[T.source],M=(\"symbol\"===T.type?f:h)[T.source];this._renderTileClippingMasks(T,u[T.source]),this.renderLayer(this,k,T,M)}this.options.showTileBoundaries&&(t.values(this.style._layers).forEach((function(t){t.source&&!t.isHidden(n.transform.zoom)&&(t.source!==(c&&c.id)&&(c=n.style.sourceCaches[t.source]),(!l||l.getSource().maxzoom<c.getSource().maxzoom)&&(l=c))})),l&&vn.debug(this,l,l.getVisibleCoordinates())),this.options.showPadding&&function(t){var e=t.transform.padding;pn(t,t.transform.height-(e.top||0),3,ln),pn(t,e.bottom||0,3,cn),dn(t,e.left||0,3,un),dn(t,t.transform.width-(e.right||0),3,hn);var r=t.transform.centerPoint;!function(t,e,r,n){gn(t,e-1,r-10,2,20,n),gn(t,e-10,r-1,20,2,n)}(t,r.x,t.transform.height-r.y,fn)}(this),this.context.setDefault()},yn.prototype.renderLayer=function(t,e,r,n){r.isHidden(this.transform.zoom)||(\"background\"===r.type||\"custom\"===r.type||n.length)&&(this.id=r.id,this.gpuTimingStart(r),vn[r.type](t,e,r,n,this.style.placement.variableOffsets),this.gpuTimingEnd())},yn.prototype.gpuTimingStart=function(t){if(this.options.gpuTiming){var e=this.context.extTimerQuery,r=this.gpuTimers[t.id];r||(r=this.gpuTimers[t.id]={calls:0,cpuTime:0,query:e.createQueryEXT()}),r.calls++,e.beginQueryEXT(e.TIME_ELAPSED_EXT,r.query)}},yn.prototype.gpuTimingEnd=function(){if(this.options.gpuTiming){var t=this.context.extTimerQuery;t.endQueryEXT(t.TIME_ELAPSED_EXT)}},yn.prototype.collectGpuTimers=function(){var t=this.gpuTimers;return this.gpuTimers={},t},yn.prototype.queryGpuTimers=function(t){var e={};for(var r in t){var n=t[r],a=this.context.extTimerQuery,i=a.getQueryObjectEXT(n.query,a.QUERY_RESULT_EXT)/1e6;a.deleteQueryEXT(n.query),e[r]=i}return e},yn.prototype.translatePosMatrix=function(e,r,n,a,i){if(!n[0]&&!n[1])return e;var o=i?\"map\"===a?this.transform.angle:0:\"viewport\"===a?-this.transform.angle:0;if(o){var s=Math.sin(o),l=Math.cos(o);n=[n[0]*l-n[1]*s,n[0]*s+n[1]*l]}var c=[i?n[0]:fe(r,n[0],this.transform.zoom),i?n[1]:fe(r,n[1],this.transform.zoom),0],u=new Float32Array(16);return t.translate(u,e,c),u},yn.prototype.saveTileTexture=function(t){var e=this._tileTextures[t.size[0]];e?e.push(t):this._tileTextures[t.size[0]]=[t]},yn.prototype.getTileTexture=function(t){var e=this._tileTextures[t];return e&&e.length>0?e.pop():null},yn.prototype.isPatternMissing=function(t){if(!t)return!1;if(!t.from||!t.to)return!0;var e=this.imageManager.getPattern(t.from.toString()),r=this.imageManager.getPattern(t.to.toString());return!e||!r},yn.prototype.useProgram=function(t,e){this.cache=this.cache||{};var r=\"\"+t+(e?e.cacheKey:\"\")+(this._showOverdrawInspector?\"/overdraw\":\"\");return this.cache[r]||(this.cache[r]=new br(this.context,yr[t],e,Zr[t],this._showOverdrawInspector)),this.cache[r]},yn.prototype.setCustomLayerDefaults=function(){this.context.unbindVAO(),this.context.cullFace.setDefault(),this.context.activeTexture.setDefault(),this.context.pixelStoreUnpack.setDefault(),this.context.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.context.pixelStoreUnpackFlipY.setDefault()},yn.prototype.setBaseState=function(){var t=this.context.gl;this.context.cullFace.set(!1),this.context.viewport.set([0,0,this.width,this.height]),this.context.blendEquation.set(t.FUNC_ADD)},yn.prototype.initDebugOverlayCanvas=function(){null==this.debugOverlayCanvas&&(this.debugOverlayCanvas=t.window.document.createElement(\"canvas\"),this.debugOverlayCanvas.width=512,this.debugOverlayCanvas.height=512,this.debugOverlayTexture=new t.Texture(this.context,this.debugOverlayCanvas,this.context.gl.RGBA))},yn.prototype.destroy=function(){this.emptyTexture.destroy(),this.debugOverlayTexture&&this.debugOverlayTexture.destroy()};var xn=function(t,e){this.points=t,this.planes=e};xn.fromInvProjectionMatrix=function(e,r,n){var a=Math.pow(2,n),i=[[-1,1,-1,1],[1,1,-1,1],[1,-1,-1,1],[-1,-1,-1,1],[-1,1,1,1],[1,1,1,1],[1,-1,1,1],[-1,-1,1,1]].map((function(r){return t.transformMat4([],r,e)})).map((function(e){return t.scale$1([],e,1/e[3]/r*a)})),o=[[0,1,2],[6,5,4],[0,3,7],[2,1,5],[3,2,6],[0,4,5]].map((function(e){var r=t.sub([],i[e[0]],i[e[1]]),n=t.sub([],i[e[2]],i[e[1]]),a=t.normalize([],t.cross([],r,n)),o=-t.dot(a,i[e[1]]);return a.concat(o)}));return new xn(i,o)};var bn=function(e,r){this.min=e,this.max=r,this.center=t.scale$2([],t.add([],this.min,this.max),.5)};bn.prototype.quadrant=function(e){for(var r=[e%2==0,e<2],n=t.clone$2(this.min),a=t.clone$2(this.max),i=0;i<r.length;i++)n[i]=r[i]?this.min[i]:this.center[i],a[i]=r[i]?this.center[i]:this.max[i];return a[2]=this.max[2],new bn(n,a)},bn.prototype.distanceX=function(t){return Math.max(Math.min(this.max[0],t[0]),this.min[0])-t[0]},bn.prototype.distanceY=function(t){return Math.max(Math.min(this.max[1],t[1]),this.min[1])-t[1]},bn.prototype.intersects=function(e){for(var r=[[this.min[0],this.min[1],0,1],[this.max[0],this.min[1],0,1],[this.max[0],this.max[1],0,1],[this.min[0],this.max[1],0,1]],n=!0,a=0;a<e.planes.length;a++){for(var i=e.planes[a],o=0,s=0;s<r.length;s++)o+=t.dot$1(i,r[s])>=0;if(0===o)return 0;o!==r.length&&(n=!1)}if(n)return 2;for(var l=0;l<3;l++){for(var c=Number.MAX_VALUE,u=-Number.MAX_VALUE,h=0;h<e.points.length;h++){var f=e.points[h][l]-this.min[l];c=Math.min(c,f),u=Math.max(u,f)}if(u<0||c>this.max[l]-this.min[l])return 0}return 1};var _n=function(t,e,r,n){if(void 0===t&&(t=0),void 0===e&&(e=0),void 0===r&&(r=0),void 0===n&&(n=0),isNaN(t)||t<0||isNaN(e)||e<0||isNaN(r)||r<0||isNaN(n)||n<0)throw new Error(\"Invalid value for edge-insets, top, bottom, left and right must all be numbers\");this.top=t,this.bottom=e,this.left=r,this.right=n};_n.prototype.interpolate=function(e,r,n){return null!=r.top&&null!=e.top&&(this.top=t.number(e.top,r.top,n)),null!=r.bottom&&null!=e.bottom&&(this.bottom=t.number(e.bottom,r.bottom,n)),null!=r.left&&null!=e.left&&(this.left=t.number(e.left,r.left,n)),null!=r.right&&null!=e.right&&(this.right=t.number(e.right,r.right,n)),this},_n.prototype.getCenter=function(e,r){var n=t.clamp((this.left+e-this.right)/2,0,e),a=t.clamp((this.top+r-this.bottom)/2,0,r);return new t.Point(n,a)},_n.prototype.equals=function(t){return this.top===t.top&&this.bottom===t.bottom&&this.left===t.left&&this.right===t.right},_n.prototype.clone=function(){return new _n(this.top,this.bottom,this.left,this.right)},_n.prototype.toJSON=function(){return{top:this.top,bottom:this.bottom,left:this.left,right:this.right}};var wn=function(e,r,n,a,i){this.tileSize=512,this.maxValidLatitude=85.051129,this._renderWorldCopies=void 0===i||i,this._minZoom=e||0,this._maxZoom=r||22,this._minPitch=null==n?0:n,this._maxPitch=null==a?60:a,this.setMaxBounds(),this.width=0,this.height=0,this._center=new t.LngLat(0,0),this.zoom=0,this.angle=0,this._fov=.6435011087932844,this._pitch=0,this._unmodified=!0,this._edgeInsets=new _n,this._posMatrixCache={},this._alignedPosMatrixCache={}},Tn={minZoom:{configurable:!0},maxZoom:{configurable:!0},minPitch:{configurable:!0},maxPitch:{configurable:!0},renderWorldCopies:{configurable:!0},worldSize:{configurable:!0},centerOffset:{configurable:!0},size:{configurable:!0},bearing:{configurable:!0},pitch:{configurable:!0},fov:{configurable:!0},zoom:{configurable:!0},center:{configurable:!0},padding:{configurable:!0},centerPoint:{configurable:!0},unmodified:{configurable:!0},point:{configurable:!0}};wn.prototype.clone=function(){var t=new wn(this._minZoom,this._maxZoom,this._minPitch,this.maxPitch,this._renderWorldCopies);return t.tileSize=this.tileSize,t.latRange=this.latRange,t.width=this.width,t.height=this.height,t._center=this._center,t.zoom=this.zoom,t.angle=this.angle,t._fov=this._fov,t._pitch=this._pitch,t._unmodified=this._unmodified,t._edgeInsets=this._edgeInsets.clone(),t._calcMatrices(),t},Tn.minZoom.get=function(){return this._minZoom},Tn.minZoom.set=function(t){this._minZoom!==t&&(this._minZoom=t,this.zoom=Math.max(this.zoom,t))},Tn.maxZoom.get=function(){return this._maxZoom},Tn.maxZoom.set=function(t){this._maxZoom!==t&&(this._maxZoom=t,this.zoom=Math.min(this.zoom,t))},Tn.minPitch.get=function(){return this._minPitch},Tn.minPitch.set=function(t){this._minPitch!==t&&(this._minPitch=t,this.pitch=Math.max(this.pitch,t))},Tn.maxPitch.get=function(){return this._maxPitch},Tn.maxPitch.set=function(t){this._maxPitch!==t&&(this._maxPitch=t,this.pitch=Math.min(this.pitch,t))},Tn.renderWorldCopies.get=function(){return this._renderWorldCopies},Tn.renderWorldCopies.set=function(t){void 0===t?t=!0:null===t&&(t=!1),this._renderWorldCopies=t},Tn.worldSize.get=function(){return this.tileSize*this.scale},Tn.centerOffset.get=function(){return this.centerPoint._sub(this.size._div(2))},Tn.size.get=function(){return new t.Point(this.width,this.height)},Tn.bearing.get=function(){return-this.angle/Math.PI*180},Tn.bearing.set=function(e){var r=-t.wrap(e,-180,180)*Math.PI/180;this.angle!==r&&(this._unmodified=!1,this.angle=r,this._calcMatrices(),this.rotationMatrix=t.create$2(),t.rotate(this.rotationMatrix,this.rotationMatrix,this.angle))},Tn.pitch.get=function(){return this._pitch/Math.PI*180},Tn.pitch.set=function(e){var r=t.clamp(e,this.minPitch,this.maxPitch)/180*Math.PI;this._pitch!==r&&(this._unmodified=!1,this._pitch=r,this._calcMatrices())},Tn.fov.get=function(){return this._fov/Math.PI*180},Tn.fov.set=function(t){t=Math.max(.01,Math.min(60,t)),this._fov!==t&&(this._unmodified=!1,this._fov=t/180*Math.PI,this._calcMatrices())},Tn.zoom.get=function(){return this._zoom},Tn.zoom.set=function(t){var e=Math.min(Math.max(t,this.minZoom),this.maxZoom);this._zoom!==e&&(this._unmodified=!1,this._zoom=e,this.scale=this.zoomScale(e),this.tileZoom=Math.floor(e),this.zoomFraction=e-this.tileZoom,this._constrain(),this._calcMatrices())},Tn.center.get=function(){return this._center},Tn.center.set=function(t){t.lat===this._center.lat&&t.lng===this._center.lng||(this._unmodified=!1,this._center=t,this._constrain(),this._calcMatrices())},Tn.padding.get=function(){return this._edgeInsets.toJSON()},Tn.padding.set=function(t){this._edgeInsets.equals(t)||(this._unmodified=!1,this._edgeInsets.interpolate(this._edgeInsets,t,1),this._calcMatrices())},Tn.centerPoint.get=function(){return this._edgeInsets.getCenter(this.width,this.height)},wn.prototype.isPaddingEqual=function(t){return this._edgeInsets.equals(t)},wn.prototype.interpolatePadding=function(t,e,r){this._unmodified=!1,this._edgeInsets.interpolate(t,e,r),this._constrain(),this._calcMatrices()},wn.prototype.coveringZoomLevel=function(t){var e=(t.roundZoom?Math.round:Math.floor)(this.zoom+this.scaleZoom(this.tileSize/t.tileSize));return Math.max(0,e)},wn.prototype.getVisibleUnwrappedCoordinates=function(e){var r=[new t.UnwrappedTileID(0,e)];if(this._renderWorldCopies)for(var n=this.pointCoordinate(new t.Point(0,0)),a=this.pointCoordinate(new t.Point(this.width,0)),i=this.pointCoordinate(new t.Point(this.width,this.height)),o=this.pointCoordinate(new t.Point(0,this.height)),s=Math.floor(Math.min(n.x,a.x,i.x,o.x)),l=Math.floor(Math.max(n.x,a.x,i.x,o.x)),c=s-1;c<=l+1;c++)0!==c&&r.push(new t.UnwrappedTileID(c,e));return r},wn.prototype.coveringTiles=function(e){var r=this.coveringZoomLevel(e),n=r;if(void 0!==e.minzoom&&r<e.minzoom)return[];void 0!==e.maxzoom&&r>e.maxzoom&&(r=e.maxzoom);var a=t.MercatorCoordinate.fromLngLat(this.center),i=Math.pow(2,r),o=[i*a.x,i*a.y,0],s=xn.fromInvProjectionMatrix(this.invProjMatrix,this.worldSize,r),l=e.minzoom||0;this.pitch<=60&&this._edgeInsets.top<.1&&(l=r);var c=function(t){return{aabb:new bn([t*i,0,0],[(t+1)*i,i,0]),zoom:0,x:0,y:0,wrap:t,fullyVisible:!1}},u=[],h=[],f=r,p=e.reparseOverscaled?n:r;if(this._renderWorldCopies)for(var d=1;d<=3;d++)u.push(c(-d)),u.push(c(d));for(u.push(c(0));u.length>0;){var g=u.pop(),m=g.x,v=g.y,y=g.fullyVisible;if(!y){var x=g.aabb.intersects(s);if(0===x)continue;y=2===x}var b=g.aabb.distanceX(o),_=g.aabb.distanceY(o),w=Math.max(Math.abs(b),Math.abs(_));if(g.zoom===f||w>3+(1<<f-g.zoom)-2&&g.zoom>=l)h.push({tileID:new t.OverscaledTileID(g.zoom===f?p:g.zoom,g.wrap,g.zoom,m,v),distanceSq:t.sqrLen([o[0]-.5-m,o[1]-.5-v])});else for(var T=0;T<4;T++){var k=(m<<1)+T%2,M=(v<<1)+(T>>1);u.push({aabb:g.aabb.quadrant(T),zoom:g.zoom+1,x:k,y:M,wrap:g.wrap,fullyVisible:y})}}return h.sort((function(t,e){return t.distanceSq-e.distanceSq})).map((function(t){return t.tileID}))},wn.prototype.resize=function(t,e){this.width=t,this.height=e,this.pixelsToGLUnits=[2/t,-2/e],this._constrain(),this._calcMatrices()},Tn.unmodified.get=function(){return this._unmodified},wn.prototype.zoomScale=function(t){return Math.pow(2,t)},wn.prototype.scaleZoom=function(t){return Math.log(t)/Math.LN2},wn.prototype.project=function(e){var r=t.clamp(e.lat,-this.maxValidLatitude,this.maxValidLatitude);return new t.Point(t.mercatorXfromLng(e.lng)*this.worldSize,t.mercatorYfromLat(r)*this.worldSize)},wn.prototype.unproject=function(e){return new t.MercatorCoordinate(e.x/this.worldSize,e.y/this.worldSize).toLngLat()},Tn.point.get=function(){return this.project(this.center)},wn.prototype.setLocationAtPoint=function(e,r){var n=this.pointCoordinate(r),a=this.pointCoordinate(this.centerPoint),i=this.locationCoordinate(e),o=new t.MercatorCoordinate(i.x-(n.x-a.x),i.y-(n.y-a.y));this.center=this.coordinateLocation(o),this._renderWorldCopies&&(this.center=this.center.wrap())},wn.prototype.locationPoint=function(t){return this.coordinatePoint(this.locationCoordinate(t))},wn.prototype.pointLocation=function(t){return this.coordinateLocation(this.pointCoordinate(t))},wn.prototype.locationCoordinate=function(e){return t.MercatorCoordinate.fromLngLat(e)},wn.prototype.coordinateLocation=function(t){return t.toLngLat()},wn.prototype.pointCoordinate=function(e){var r=[e.x,e.y,0,1],n=[e.x,e.y,1,1];t.transformMat4(r,r,this.pixelMatrixInverse),t.transformMat4(n,n,this.pixelMatrixInverse);var a=r[3],i=n[3],o=r[1]/a,s=n[1]/i,l=r[2]/a,c=n[2]/i,u=l===c?0:(0-l)/(c-l);return new t.MercatorCoordinate(t.number(r[0]/a,n[0]/i,u)/this.worldSize,t.number(o,s,u)/this.worldSize)},wn.prototype.coordinatePoint=function(e){var r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix),new t.Point(r[0]/r[3],r[1]/r[3])},wn.prototype.getBounds=function(){return(new t.LngLatBounds).extend(this.pointLocation(new t.Point(0,0))).extend(this.pointLocation(new t.Point(this.width,0))).extend(this.pointLocation(new t.Point(this.width,this.height))).extend(this.pointLocation(new t.Point(0,this.height)))},wn.prototype.getMaxBounds=function(){return this.latRange&&2===this.latRange.length&&this.lngRange&&2===this.lngRange.length?new t.LngLatBounds([this.lngRange[0],this.latRange[0]],[this.lngRange[1],this.latRange[1]]):null},wn.prototype.setMaxBounds=function(t){t?(this.lngRange=[t.getWest(),t.getEast()],this.latRange=[t.getSouth(),t.getNorth()],this._constrain()):(this.lngRange=null,this.latRange=[-this.maxValidLatitude,this.maxValidLatitude])},wn.prototype.calculatePosMatrix=function(e,r){void 0===r&&(r=!1);var n=e.key,a=r?this._alignedPosMatrixCache:this._posMatrixCache;if(a[n])return a[n];var i=e.canonical,o=this.worldSize/this.zoomScale(i.z),s=i.x+Math.pow(2,i.z)*e.wrap,l=t.identity(new Float64Array(16));return t.translate(l,l,[s*o,i.y*o,0]),t.scale(l,l,[o/t.EXTENT,o/t.EXTENT,1]),t.multiply(l,r?this.alignedProjMatrix:this.projMatrix,l),a[n]=new Float32Array(l),a[n]},wn.prototype.customLayerMatrix=function(){return this.mercatorMatrix.slice()},wn.prototype._constrain=function(){if(this.center&&this.width&&this.height&&!this._constraining){this._constraining=!0;var e,r,n,a,i=-90,o=90,s=-180,l=180,c=this.size,u=this._unmodified;if(this.latRange){var h=this.latRange;i=t.mercatorYfromLat(h[1])*this.worldSize,e=(o=t.mercatorYfromLat(h[0])*this.worldSize)-i<c.y?c.y/(o-i):0}if(this.lngRange){var f=this.lngRange;s=t.mercatorXfromLng(f[0])*this.worldSize,r=(l=t.mercatorXfromLng(f[1])*this.worldSize)-s<c.x?c.x/(l-s):0}var p=this.point,d=Math.max(r||0,e||0);if(d)return this.center=this.unproject(new t.Point(r?(l+s)/2:p.x,e?(o+i)/2:p.y)),this.zoom+=this.scaleZoom(d),this._unmodified=u,void(this._constraining=!1);if(this.latRange){var g=p.y,m=c.y/2;g-m<i&&(a=i+m),g+m>o&&(a=o-m)}if(this.lngRange){var v=p.x,y=c.x/2;v-y<s&&(n=s+y),v+y>l&&(n=l-y)}void 0===n&&void 0===a||(this.center=this.unproject(new t.Point(void 0!==n?n:p.x,void 0!==a?a:p.y))),this._unmodified=u,this._constraining=!1}},wn.prototype._calcMatrices=function(){if(this.height){var e=this.centerOffset;this.cameraToCenterDistance=.5/Math.tan(this._fov/2)*this.height;var r=Math.PI/2+this._pitch,n=this._fov*(.5+e.y/this.height),a=Math.sin(n)*this.cameraToCenterDistance/Math.sin(t.clamp(Math.PI-r-n,.01,Math.PI-.01)),i=this.point,o=i.x,s=i.y,l=1.01*(Math.cos(Math.PI/2-this._pitch)*a+this.cameraToCenterDistance),c=this.height/50,u=new Float64Array(16);t.perspective(u,this._fov,this.width/this.height,c,l),u[8]=2*-e.x/this.width,u[9]=2*e.y/this.height,t.scale(u,u,[1,-1,1]),t.translate(u,u,[0,0,-this.cameraToCenterDistance]),t.rotateX(u,u,this._pitch),t.rotateZ(u,u,this.angle),t.translate(u,u,[-o,-s,0]),this.mercatorMatrix=t.scale([],u,[this.worldSize,this.worldSize,this.worldSize]),t.scale(u,u,[1,1,t.mercatorZfromAltitude(1,this.center.lat)*this.worldSize,1]),this.projMatrix=u,this.invProjMatrix=t.invert([],this.projMatrix);var h=this.width%2/2,f=this.height%2/2,p=Math.cos(this.angle),d=Math.sin(this.angle),g=o-Math.round(o)+p*h+d*f,m=s-Math.round(s)+p*f+d*h,v=new Float64Array(u);if(t.translate(v,v,[g>.5?g-1:g,m>.5?m-1:m,0]),this.alignedProjMatrix=v,u=t.create(),t.scale(u,u,[this.width/2,-this.height/2,1]),t.translate(u,u,[1,-1,0]),this.labelPlaneMatrix=u,u=t.create(),t.scale(u,u,[1,-1,1]),t.translate(u,u,[-1,-1,0]),t.scale(u,u,[2/this.width,2/this.height,1]),this.glCoordMatrix=u,this.pixelMatrix=t.multiply(new Float64Array(16),this.labelPlaneMatrix,this.projMatrix),!(u=t.invert(new Float64Array(16),this.pixelMatrix)))throw new Error(\"failed to invert matrix\");this.pixelMatrixInverse=u,this._posMatrixCache={},this._alignedPosMatrixCache={}}},wn.prototype.maxPitchScaleFactor=function(){if(!this.pixelMatrixInverse)return 1;var e=this.pointCoordinate(new t.Point(0,0)),r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix)[3]/this.cameraToCenterDistance},wn.prototype.getCameraPoint=function(){var e=Math.tan(this._pitch)*(this.cameraToCenterDistance||1);return this.centerPoint.add(new t.Point(0,e))},wn.prototype.getCameraQueryGeometry=function(e){var r=this.getCameraPoint();if(1===e.length)return[e[0],r];for(var n=r.x,a=r.y,i=r.x,o=r.y,s=0,l=e;s<l.length;s+=1){var c=l[s];n=Math.min(n,c.x),a=Math.min(a,c.y),i=Math.max(i,c.x),o=Math.max(o,c.y)}return[new t.Point(n,a),new t.Point(i,a),new t.Point(i,o),new t.Point(n,o),new t.Point(n,a)]},Object.defineProperties(wn.prototype,Tn);var kn=function(e){var r,n,a,i;this._hashName=e&&encodeURIComponent(e),t.bindAll([\"_getCurrentHash\",\"_onHashChange\",\"_updateHash\"],this),this._updateHash=(r=this._updateHashUnthrottled.bind(this),n=!1,a=null,i=function(){a=null,n&&(r(),a=setTimeout(i,300),n=!1)},function(){return n=!0,a||i(),a})};kn.prototype.addTo=function(e){return this._map=e,t.window.addEventListener(\"hashchange\",this._onHashChange,!1),this._map.on(\"moveend\",this._updateHash),this},kn.prototype.remove=function(){return t.window.removeEventListener(\"hashchange\",this._onHashChange,!1),this._map.off(\"moveend\",this._updateHash),clearTimeout(this._updateHash()),delete this._map,this},kn.prototype.getHashString=function(e){var r=this._map.getCenter(),n=Math.round(100*this._map.getZoom())/100,a=Math.ceil((n*Math.LN2+Math.log(512/360/.5))/Math.LN10),i=Math.pow(10,a),o=Math.round(r.lng*i)/i,s=Math.round(r.lat*i)/i,l=this._map.getBearing(),c=this._map.getPitch(),u=\"\";if(u+=e?\"/\"+o+\"/\"+s+\"/\"+n:n+\"/\"+s+\"/\"+o,(l||c)&&(u+=\"/\"+Math.round(10*l)/10),c&&(u+=\"/\"+Math.round(c)),this._hashName){var h=this._hashName,f=!1,p=t.window.location.hash.slice(1).split(\"&\").map((function(t){var e=t.split(\"=\")[0];return e===h?(f=!0,e+\"=\"+u):t})).filter((function(t){return t}));return f||p.push(h+\"=\"+u),\"#\"+p.join(\"&\")}return\"#\"+u},kn.prototype._getCurrentHash=function(){var e,r=this,n=t.window.location.hash.replace(\"#\",\"\");return this._hashName?(n.split(\"&\").map((function(t){return t.split(\"=\")})).forEach((function(t){t[0]===r._hashName&&(e=t)})),(e&&e[1]||\"\").split(\"/\")):n.split(\"/\")},kn.prototype._onHashChange=function(){var t=this._getCurrentHash();if(t.length>=3&&!t.some((function(t){return isNaN(t)}))){var e=this._map.dragRotate.isEnabled()&&this._map.touchZoomRotate.isEnabled()?+(t[3]||0):this._map.getBearing();return this._map.jumpTo({center:[+t[2],+t[1]],zoom:+t[0],bearing:e,pitch:+(t[4]||0)}),!0}return!1},kn.prototype._updateHashUnthrottled=function(){var e=this.getHashString();try{t.window.history.replaceState(t.window.history.state,\"\",e)}catch(t){}};var Mn={linearity:.3,easing:t.bezier(0,0,.3,1)},An=t.extend({deceleration:2500,maxSpeed:1400},Mn),Sn=t.extend({deceleration:20,maxSpeed:1400},Mn),En=t.extend({deceleration:1e3,maxSpeed:360},Mn),Cn=t.extend({deceleration:1e3,maxSpeed:90},Mn),Ln=function(t){this._map=t,this.clear()};function Pn(t,e){(!t.duration||t.duration<e.duration)&&(t.duration=e.duration,t.easing=e.easing)}function In(e,r,n){var a=n.maxSpeed,i=n.linearity,o=n.deceleration,s=t.clamp(e*i/(r/1e3),-a,a),l=Math.abs(s)/(o*i);return{easing:n.easing,duration:1e3*l,amount:s*(l/2)}}Ln.prototype.clear=function(){this._inertiaBuffer=[]},Ln.prototype.record=function(e){this._drainInertiaBuffer(),this._inertiaBuffer.push({time:t.browser.now(),settings:e})},Ln.prototype._drainInertiaBuffer=function(){for(var e=this._inertiaBuffer,r=t.browser.now();e.length>0&&r-e[0].time>160;)e.shift()},Ln.prototype._onMoveEnd=function(e){if(this._drainInertiaBuffer(),!(this._inertiaBuffer.length<2)){for(var r={zoom:0,bearing:0,pitch:0,pan:new t.Point(0,0),pinchAround:void 0,around:void 0},n=0,a=this._inertiaBuffer;n<a.length;n+=1){var i=a[n].settings;r.zoom+=i.zoomDelta||0,r.bearing+=i.bearingDelta||0,r.pitch+=i.pitchDelta||0,i.panDelta&&r.pan._add(i.panDelta),i.around&&(r.around=i.around),i.pinchAround&&(r.pinchAround=i.pinchAround)}var o=this._inertiaBuffer[this._inertiaBuffer.length-1].time-this._inertiaBuffer[0].time,s={};if(r.pan.mag()){var l=In(r.pan.mag(),o,t.extend({},An,e||{}));s.offset=r.pan.mult(l.amount/r.pan.mag()),s.center=this._map.transform.center,Pn(s,l)}if(r.zoom){var c=In(r.zoom,o,Sn);s.zoom=this._map.transform.zoom+c.amount,Pn(s,c)}if(r.bearing){var u=In(r.bearing,o,En);s.bearing=this._map.transform.bearing+t.clamp(u.amount,-179,179),Pn(s,u)}if(r.pitch){var h=In(r.pitch,o,Cn);s.pitch=this._map.transform.pitch+h.amount,Pn(s,h)}if(s.zoom||s.bearing){var f=void 0===r.pinchAround?r.around:r.pinchAround;s.around=f?this._map.unproject(f):this._map.getCenter()}return this.clear(),t.extend(s,{noMoveStart:!0})}};var zn=function(e){function n(n,a,i,o){void 0===o&&(o={});var s=r.mousePos(a.getCanvasContainer(),i),l=a.unproject(s);e.call(this,n,t.extend({point:s,lngLat:l,originalEvent:i},o)),this._defaultPrevented=!1,this.target=a}e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n;var a={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},a.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,a),n}(t.Event),On=function(e){function n(n,a,i){var o=\"touchend\"===n?i.changedTouches:i.touches,s=r.touchPos(a.getCanvasContainer(),o),l=s.map((function(t){return a.unproject(t)})),c=s.reduce((function(t,e,r,n){return t.add(e.div(n.length))}),new t.Point(0,0)),u=a.unproject(c);e.call(this,n,{points:s,point:c,lngLats:l,lngLat:u,originalEvent:i}),this._defaultPrevented=!1}e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n;var a={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},a.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,a),n}(t.Event),Dn=function(t){function e(e,r,n){t.call(this,e,{originalEvent:n}),this._defaultPrevented=!1}t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e;var r={defaultPrevented:{configurable:!0}};return e.prototype.preventDefault=function(){this._defaultPrevented=!0},r.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(e.prototype,r),e}(t.Event),Rn=function(t,e){this._map=t,this._clickTolerance=e.clickTolerance};Rn.prototype.reset=function(){delete this._mousedownPos},Rn.prototype.wheel=function(t){return this._firePreventable(new Dn(t.type,this._map,t))},Rn.prototype.mousedown=function(t,e){return this._mousedownPos=e,this._firePreventable(new zn(t.type,this._map,t))},Rn.prototype.mouseup=function(t){this._map.fire(new zn(t.type,this._map,t))},Rn.prototype.click=function(t,e){this._mousedownPos&&this._mousedownPos.dist(e)>=this._clickTolerance||this._map.fire(new zn(t.type,this._map,t))},Rn.prototype.dblclick=function(t){return this._firePreventable(new zn(t.type,this._map,t))},Rn.prototype.mouseover=function(t){this._map.fire(new zn(t.type,this._map,t))},Rn.prototype.mouseout=function(t){this._map.fire(new zn(t.type,this._map,t))},Rn.prototype.touchstart=function(t){return this._firePreventable(new On(t.type,this._map,t))},Rn.prototype.touchend=function(t){this._map.fire(new On(t.type,this._map,t))},Rn.prototype.touchcancel=function(t){this._map.fire(new On(t.type,this._map,t))},Rn.prototype._firePreventable=function(t){if(this._map.fire(t),t.defaultPrevented)return{}},Rn.prototype.isEnabled=function(){return!0},Rn.prototype.isActive=function(){return!1},Rn.prototype.enable=function(){},Rn.prototype.disable=function(){};var Fn=function(t){this._map=t};Fn.prototype.reset=function(){this._delayContextMenu=!1,delete this._contextMenuEvent},Fn.prototype.mousemove=function(t){this._map.fire(new zn(t.type,this._map,t))},Fn.prototype.touchmove=function(t){this._map.fire(new On(t.type,this._map,t))},Fn.prototype.mousedown=function(){this._delayContextMenu=!0},Fn.prototype.mouseup=function(){this._delayContextMenu=!1,this._contextMenuEvent&&(this._map.fire(new zn(\"contextmenu\",this._map,this._contextMenuEvent)),delete this._contextMenuEvent)},Fn.prototype.contextmenu=function(t){this._delayContextMenu?this._contextMenuEvent=t:this._map.fire(new zn(t.type,this._map,t)),this._map.listens(\"contextmenu\")&&t.preventDefault()},Fn.prototype.isEnabled=function(){return!0},Fn.prototype.isActive=function(){return!1},Fn.prototype.enable=function(){},Fn.prototype.disable=function(){};var Bn=function(t,e){this._map=t,this._el=t.getCanvasContainer(),this._container=t.getContainer(),this._clickTolerance=e.clickTolerance||1};function Nn(t,e){for(var r={},n=0;n<t.length;n++)r[t[n].identifier]=e[n];return r}Bn.prototype.isEnabled=function(){return!!this._enabled},Bn.prototype.isActive=function(){return!!this._active},Bn.prototype.enable=function(){this.isEnabled()||(this._enabled=!0)},Bn.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},Bn.prototype.mousedown=function(t,e){this.isEnabled()&&t.shiftKey&&0===t.button&&(r.disableDrag(),this._startPos=this._lastPos=e,this._active=!0)},Bn.prototype.mousemoveWindow=function(t,e){if(this._active){var n=e;if(!(this._lastPos.equals(n)||!this._box&&n.dist(this._startPos)<this._clickTolerance)){var a=this._startPos;this._lastPos=n,this._box||(this._box=r.create(\"div\",\"mapboxgl-boxzoom\",this._container),this._container.classList.add(\"mapboxgl-crosshair\"),this._fireEvent(\"boxzoomstart\",t));var i=Math.min(a.x,n.x),o=Math.max(a.x,n.x),s=Math.min(a.y,n.y),l=Math.max(a.y,n.y);r.setTransform(this._box,\"translate(\"+i+\"px,\"+s+\"px)\"),this._box.style.width=o-i+\"px\",this._box.style.height=l-s+\"px\"}}},Bn.prototype.mouseupWindow=function(e,n){var a=this;if(this._active&&0===e.button){var i=this._startPos,o=n;if(this.reset(),r.suppressClick(),i.x!==o.x||i.y!==o.y)return this._map.fire(new t.Event(\"boxzoomend\",{originalEvent:e})),{cameraAnimation:function(t){return t.fitScreenCoordinates(i,o,a._map.getBearing(),{linear:!0})}};this._fireEvent(\"boxzoomcancel\",e)}},Bn.prototype.keydown=function(t){this._active&&27===t.keyCode&&(this.reset(),this._fireEvent(\"boxzoomcancel\",t))},Bn.prototype.reset=function(){this._active=!1,this._container.classList.remove(\"mapboxgl-crosshair\"),this._box&&(r.remove(this._box),this._box=null),r.enableDrag(),delete this._startPos,delete this._lastPos},Bn.prototype._fireEvent=function(e,r){return this._map.fire(new t.Event(e,{originalEvent:r}))};var jn=function(t){this.reset(),this.numTouches=t.numTouches};jn.prototype.reset=function(){delete this.centroid,delete this.startTime,delete this.touches,this.aborted=!1},jn.prototype.touchstart=function(e,r){(this.centroid||e.targetTouches.length>this.numTouches)&&(this.aborted=!0),this.aborted||(void 0===this.startTime&&(this.startTime=e.timeStamp),e.targetTouches.length===this.numTouches&&(this.centroid=function(e){for(var r=new t.Point(0,0),n=0,a=e;n<a.length;n+=1)r._add(a[n]);return r.div(e.length)}(r),this.touches=Nn(e.targetTouches,r)))},jn.prototype.touchmove=function(t,e){if(!this.aborted&&this.centroid){var r=Nn(t.targetTouches,e);for(var n in this.touches){var a=r[n];(!a||a.dist(this.touches[n])>30)&&(this.aborted=!0)}}},jn.prototype.touchend=function(t){if((!this.centroid||t.timeStamp-this.startTime>500)&&(this.aborted=!0),0===t.targetTouches.length){var e=!this.aborted&&this.centroid;if(this.reset(),e)return e}};var Un=function(t){this.singleTap=new jn(t),this.numTaps=t.numTaps,this.reset()};Un.prototype.reset=function(){this.lastTime=1/0,delete this.lastTap,this.count=0,this.singleTap.reset()},Un.prototype.touchstart=function(t,e){this.singleTap.touchstart(t,e)},Un.prototype.touchmove=function(t,e){this.singleTap.touchmove(t,e)},Un.prototype.touchend=function(t){var e=this.singleTap.touchend(t);if(e){var r=t.timeStamp-this.lastTime<500,n=!this.lastTap||this.lastTap.dist(e)<30;if(r&&n||this.reset(),this.count++,this.lastTime=t.timeStamp,this.lastTap=e,this.count===this.numTaps)return this.reset(),e}};var Vn=function(){this._zoomIn=new Un({numTouches:1,numTaps:2}),this._zoomOut=new Un({numTouches:2,numTaps:1}),this.reset()};Vn.prototype.reset=function(){this._active=!1,this._zoomIn.reset(),this._zoomOut.reset()},Vn.prototype.touchstart=function(t,e){this._zoomIn.touchstart(t,e),this._zoomOut.touchstart(t,e)},Vn.prototype.touchmove=function(t,e){this._zoomIn.touchmove(t,e),this._zoomOut.touchmove(t,e)},Vn.prototype.touchend=function(t){var e=this,r=this._zoomIn.touchend(t),n=this._zoomOut.touchend(t);return r?(this._active=!0,t.preventDefault(),setTimeout((function(){return e.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()+1,around:e.unproject(r)},{originalEvent:t})}}):n?(this._active=!0,t.preventDefault(),setTimeout((function(){return e.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()-1,around:e.unproject(n)},{originalEvent:t})}}):void 0},Vn.prototype.touchcancel=function(){this.reset()},Vn.prototype.enable=function(){this._enabled=!0},Vn.prototype.disable=function(){this._enabled=!1,this.reset()},Vn.prototype.isEnabled=function(){return this._enabled},Vn.prototype.isActive=function(){return this._active};var qn=function(t){this.reset(),this._clickTolerance=t.clickTolerance||1};qn.prototype.reset=function(){this._active=!1,this._moved=!1,delete this._lastPoint,delete this._eventButton},qn.prototype._correctButton=function(t,e){return!1},qn.prototype._move=function(t,e){return{}},qn.prototype.mousedown=function(t,e){if(!this._lastPoint){var n=r.mouseButton(t);this._correctButton(t,n)&&(this._lastPoint=e,this._eventButton=n)}},qn.prototype.mousemoveWindow=function(t,e){var r=this._lastPoint;if(r&&(t.preventDefault(),this._moved||!(e.dist(r)<this._clickTolerance)))return this._moved=!0,this._lastPoint=e,this._move(r,e)},qn.prototype.mouseupWindow=function(t){r.mouseButton(t)===this._eventButton&&(this._moved&&r.suppressClick(),this.reset())},qn.prototype.enable=function(){this._enabled=!0},qn.prototype.disable=function(){this._enabled=!1,this.reset()},qn.prototype.isEnabled=function(){return this._enabled},qn.prototype.isActive=function(){return this._active};var Hn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.mousedown=function(e,r){t.prototype.mousedown.call(this,e,r),this._lastPoint&&(this._active=!0)},e.prototype._correctButton=function(t,e){return 0===e&&!t.ctrlKey},e.prototype._move=function(t,e){return{around:e,panDelta:e.sub(t)}},e}(qn),Gn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=.8*(e.x-t.x);if(r)return this._active=!0,{bearingDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(qn),Yn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=-.5*(e.y-t.y);if(r)return this._active=!0,{pitchDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(qn),Wn=function(t){this._minTouches=1,this._clickTolerance=t.clickTolerance||1,this.reset()};Wn.prototype.reset=function(){this._active=!1,this._touches={},this._sum=new t.Point(0,0)},Wn.prototype.touchstart=function(t,e){return this._calculateTransform(t,e)},Wn.prototype.touchmove=function(t,e){if(this._active)return t.preventDefault(),this._calculateTransform(t,e)},Wn.prototype.touchend=function(t,e){this._calculateTransform(t,e),this._active&&t.targetTouches.length<this._minTouches&&this.reset()},Wn.prototype.touchcancel=function(){this.reset()},Wn.prototype._calculateTransform=function(e,r){e.targetTouches.length>0&&(this._active=!0);var n=Nn(e.targetTouches,r),a=new t.Point(0,0),i=new t.Point(0,0),o=0;for(var s in n){var l=n[s],c=this._touches[s];c&&(a._add(l),i._add(l.sub(c)),o++,n[s]=l)}if(this._touches=n,!(o<this._minTouches)&&i.mag()){var u=i.div(o);if(this._sum._add(u),!(this._sum.mag()<this._clickTolerance))return{around:a.div(o),panDelta:u}}},Wn.prototype.enable=function(){this._enabled=!0},Wn.prototype.disable=function(){this._enabled=!1,this.reset()},Wn.prototype.isEnabled=function(){return this._enabled},Wn.prototype.isActive=function(){return this._active};var Zn=function(){this.reset()};function Xn(t,e,r){for(var n=0;n<t.targetTouches.length;n++)if(t.targetTouches[n].identifier===r)return e[n]}function Jn(t,e){return Math.log(t/e)/Math.LN2}Zn.prototype.reset=function(){this._active=!1,delete this._firstTwoTouches},Zn.prototype._start=function(t){},Zn.prototype._move=function(t,e,r){return{}},Zn.prototype.touchstart=function(t,e){this._firstTwoTouches||t.targetTouches.length<2||(this._firstTwoTouches=[t.targetTouches[0].identifier,t.targetTouches[1].identifier],this._start([e[0],e[1]]))},Zn.prototype.touchmove=function(t,e){if(this._firstTwoTouches){t.preventDefault();var r=this._firstTwoTouches,n=r[1],a=Xn(t,e,r[0]),i=Xn(t,e,n);if(a&&i){var o=this._aroundCenter?null:a.add(i).div(2);return this._move([a,i],o,t)}}},Zn.prototype.touchend=function(t,e){if(this._firstTwoTouches){var n=this._firstTwoTouches,a=n[1],i=Xn(t,e,n[0]),o=Xn(t,e,a);i&&o||(this._active&&r.suppressClick(),this.reset())}},Zn.prototype.touchcancel=function(){this.reset()},Zn.prototype.enable=function(t){this._enabled=!0,this._aroundCenter=!!t&&\"center\"===t.around},Zn.prototype.disable=function(){this._enabled=!1,this.reset()},Zn.prototype.isEnabled=function(){return this._enabled},Zn.prototype.isActive=function(){return this._active};var Kn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._distance,delete this._startDistance},e.prototype._start=function(t){this._startDistance=this._distance=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._distance;if(this._distance=t[0].dist(t[1]),this._active||!(Math.abs(Jn(this._distance,this._startDistance))<.1))return this._active=!0,{zoomDelta:Jn(this._distance,r),pinchAround:e}},e}(Zn);function Qn(t,e){return 180*t.angleWith(e)/Math.PI}var $n=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._minDiameter,delete this._startVector,delete this._vector},e.prototype._start=function(t){this._startVector=this._vector=t[0].sub(t[1]),this._minDiameter=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._vector;if(this._vector=t[0].sub(t[1]),this._active||!this._isBelowThreshold(this._vector))return this._active=!0,{bearingDelta:Qn(this._vector,r),pinchAround:e}},e.prototype._isBelowThreshold=function(t){this._minDiameter=Math.min(this._minDiameter,t.mag());var e=25/(Math.PI*this._minDiameter)*360,r=Qn(t,this._startVector);return Math.abs(r)<e},e}(Zn);function ta(t){return Math.abs(t.y)>Math.abs(t.x)}var ea=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),this._valid=void 0,delete this._firstMove,delete this._lastPoints},e.prototype._start=function(t){this._lastPoints=t,ta(t[0].sub(t[1]))&&(this._valid=!1)},e.prototype._move=function(t,e,r){var n=t[0].sub(this._lastPoints[0]),a=t[1].sub(this._lastPoints[1]);if(this._valid=this.gestureBeginsVertically(n,a,r.timeStamp),this._valid)return this._lastPoints=t,this._active=!0,{pitchDelta:(n.y+a.y)/2*-.5}},e.prototype.gestureBeginsVertically=function(t,e,r){if(void 0!==this._valid)return this._valid;var n=t.mag()>=2,a=e.mag()>=2;if(n||a){if(!n||!a)return void 0===this._firstMove&&(this._firstMove=r),r-this._firstMove<100&&void 0;var i=t.y>0==e.y>0;return ta(t)&&ta(e)&&i}},e}(Zn),ra={panStep:100,bearingStep:15,pitchStep:10},na=function(){var t=ra;this._panStep=t.panStep,this._bearingStep=t.bearingStep,this._pitchStep=t.pitchStep};function aa(t){return t*(2-t)}na.prototype.reset=function(){this._active=!1},na.prototype.keydown=function(t){var e=this;if(!(t.altKey||t.ctrlKey||t.metaKey)){var r=0,n=0,a=0,i=0,o=0;switch(t.keyCode){case 61:case 107:case 171:case 187:r=1;break;case 189:case 109:case 173:r=-1;break;case 37:t.shiftKey?n=-1:(t.preventDefault(),i=-1);break;case 39:t.shiftKey?n=1:(t.preventDefault(),i=1);break;case 38:t.shiftKey?a=1:(t.preventDefault(),o=-1);break;case 40:t.shiftKey?a=-1:(t.preventDefault(),o=1);break;default:return}return{cameraAnimation:function(s){var l=s.getZoom();s.easeTo({duration:300,easeId:\"keyboardHandler\",easing:aa,zoom:r?Math.round(l)+r*(t.shiftKey?2:1):l,bearing:s.getBearing()+n*e._bearingStep,pitch:s.getPitch()+a*e._pitchStep,offset:[-i*e._panStep,-o*e._panStep],center:s.getCenter()},{originalEvent:t})}}}},na.prototype.enable=function(){this._enabled=!0},na.prototype.disable=function(){this._enabled=!1,this.reset()},na.prototype.isEnabled=function(){return this._enabled},na.prototype.isActive=function(){return this._active};var ia=function(e,r){this._map=e,this._el=e.getCanvasContainer(),this._handler=r,this._delta=0,this._defaultZoomRate=.01,this._wheelZoomRate=1/450,t.bindAll([\"_onWheel\",\"_onTimeout\",\"_onScrollFrame\",\"_onScrollFinished\"],this)};ia.prototype.setZoomRate=function(t){this._defaultZoomRate=t},ia.prototype.setWheelZoomRate=function(t){this._wheelZoomRate=t},ia.prototype.isEnabled=function(){return!!this._enabled},ia.prototype.isActive=function(){return!!this._active||void 0!==this._finishTimeout},ia.prototype.isZooming=function(){return!!this._zooming},ia.prototype.enable=function(t){this.isEnabled()||(this._enabled=!0,this._aroundCenter=t&&\"center\"===t.around)},ia.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},ia.prototype.wheel=function(e){if(this.isEnabled()){var r=e.deltaMode===t.window.WheelEvent.DOM_DELTA_LINE?40*e.deltaY:e.deltaY,n=t.browser.now(),a=n-(this._lastWheelEventTime||0);this._lastWheelEventTime=n,0!==r&&r%4.000244140625==0?this._type=\"wheel\":0!==r&&Math.abs(r)<4?this._type=\"trackpad\":a>400?(this._type=null,this._lastValue=r,this._timeout=setTimeout(this._onTimeout,40,e)):this._type||(this._type=Math.abs(a*r)<200?\"trackpad\":\"wheel\",this._timeout&&(clearTimeout(this._timeout),this._timeout=null,r+=this._lastValue)),e.shiftKey&&r&&(r/=4),this._type&&(this._lastWheelEvent=e,this._delta-=r,this._active||this._start(e)),e.preventDefault()}},ia.prototype._onTimeout=function(t){this._type=\"wheel\",this._delta-=this._lastValue,this._active||this._start(t)},ia.prototype._start=function(e){if(this._delta){this._frameId&&(this._frameId=null),this._active=!0,this.isZooming()||(this._zooming=!0),this._finishTimeout&&(clearTimeout(this._finishTimeout),delete this._finishTimeout);var n=r.mousePos(this._el,e);this._around=t.LngLat.convert(this._aroundCenter?this._map.getCenter():this._map.unproject(n)),this._aroundPoint=this._map.transform.locationPoint(this._around),this._frameId||(this._frameId=!0,this._handler._triggerRenderFrame())}},ia.prototype.renderFrame=function(){return this._onScrollFrame()},ia.prototype._onScrollFrame=function(){var e=this;if(this._frameId&&(this._frameId=null,this.isActive())){var r=this._map.transform;if(0!==this._delta){var n=\"wheel\"===this._type&&Math.abs(this._delta)>4.000244140625?this._wheelZoomRate:this._defaultZoomRate,a=2/(1+Math.exp(-Math.abs(this._delta*n)));this._delta<0&&0!==a&&(a=1/a);var i=\"number\"==typeof this._targetZoom?r.zoomScale(this._targetZoom):r.scale;this._targetZoom=Math.min(r.maxZoom,Math.max(r.minZoom,r.scaleZoom(i*a))),\"wheel\"===this._type&&(this._startZoom=r.zoom,this._easing=this._smoothOutEasing(200)),this._delta=0}var o,s=\"number\"==typeof this._targetZoom?this._targetZoom:r.zoom,l=this._startZoom,c=this._easing,u=!1;if(\"wheel\"===this._type&&l&&c){var h=Math.min((t.browser.now()-this._lastWheelEventTime)/200,1),f=c(h);o=t.number(l,s,f),h<1?this._frameId||(this._frameId=!0):u=!0}else o=s,u=!0;return this._active=!0,u&&(this._active=!1,this._finishTimeout=setTimeout((function(){e._zooming=!1,e._handler._triggerRenderFrame(),delete e._targetZoom,delete e._finishTimeout}),200)),{noInertia:!0,needsRenderFrame:!u,zoomDelta:o-r.zoom,around:this._aroundPoint,originalEvent:this._lastWheelEvent}}},ia.prototype._smoothOutEasing=function(e){var r=t.ease;if(this._prevEase){var n=this._prevEase,a=(t.browser.now()-n.start)/n.duration,i=n.easing(a+.01)-n.easing(a),o=.27/Math.sqrt(i*i+1e-4)*.01,s=Math.sqrt(.0729-o*o);r=t.bezier(o,s,.25,1)}return this._prevEase={start:t.browser.now(),duration:e,easing:r},r},ia.prototype.reset=function(){this._active=!1};var oa=function(t,e){this._clickZoom=t,this._tapZoom=e};oa.prototype.enable=function(){this._clickZoom.enable(),this._tapZoom.enable()},oa.prototype.disable=function(){this._clickZoom.disable(),this._tapZoom.disable()},oa.prototype.isEnabled=function(){return this._clickZoom.isEnabled()&&this._tapZoom.isEnabled()},oa.prototype.isActive=function(){return this._clickZoom.isActive()||this._tapZoom.isActive()};var sa=function(){this.reset()};sa.prototype.reset=function(){this._active=!1},sa.prototype.dblclick=function(t,e){return t.preventDefault(),{cameraAnimation:function(r){r.easeTo({duration:300,zoom:r.getZoom()+(t.shiftKey?-1:1),around:r.unproject(e)},{originalEvent:t})}}},sa.prototype.enable=function(){this._enabled=!0},sa.prototype.disable=function(){this._enabled=!1,this.reset()},sa.prototype.isEnabled=function(){return this._enabled},sa.prototype.isActive=function(){return this._active};var la=function(){this._tap=new Un({numTouches:1,numTaps:1}),this.reset()};la.prototype.reset=function(){this._active=!1,delete this._swipePoint,delete this._swipeTouch,delete this._tapTime,this._tap.reset()},la.prototype.touchstart=function(t,e){this._swipePoint||(this._tapTime&&t.timeStamp-this._tapTime>500&&this.reset(),this._tapTime?t.targetTouches.length>0&&(this._swipePoint=e[0],this._swipeTouch=t.targetTouches[0].identifier):this._tap.touchstart(t,e))},la.prototype.touchmove=function(t,e){if(this._tapTime){if(this._swipePoint){if(t.targetTouches[0].identifier!==this._swipeTouch)return;var r=e[0],n=r.y-this._swipePoint.y;return this._swipePoint=r,t.preventDefault(),this._active=!0,{zoomDelta:n/128}}}else this._tap.touchmove(t,e)},la.prototype.touchend=function(t){this._tapTime?this._swipePoint&&0===t.targetTouches.length&&this.reset():this._tap.touchend(t)&&(this._tapTime=t.timeStamp)},la.prototype.touchcancel=function(){this.reset()},la.prototype.enable=function(){this._enabled=!0},la.prototype.disable=function(){this._enabled=!1,this.reset()},la.prototype.isEnabled=function(){return this._enabled},la.prototype.isActive=function(){return this._active};var ca=function(t,e,r){this._el=t,this._mousePan=e,this._touchPan=r};ca.prototype.enable=function(t){this._inertiaOptions=t||{},this._mousePan.enable(),this._touchPan.enable(),this._el.classList.add(\"mapboxgl-touch-drag-pan\")},ca.prototype.disable=function(){this._mousePan.disable(),this._touchPan.disable(),this._el.classList.remove(\"mapboxgl-touch-drag-pan\")},ca.prototype.isEnabled=function(){return this._mousePan.isEnabled()&&this._touchPan.isEnabled()},ca.prototype.isActive=function(){return this._mousePan.isActive()||this._touchPan.isActive()};var ua=function(t,e,r){this._pitchWithRotate=t.pitchWithRotate,this._mouseRotate=e,this._mousePitch=r};ua.prototype.enable=function(){this._mouseRotate.enable(),this._pitchWithRotate&&this._mousePitch.enable()},ua.prototype.disable=function(){this._mouseRotate.disable(),this._mousePitch.disable()},ua.prototype.isEnabled=function(){return this._mouseRotate.isEnabled()&&(!this._pitchWithRotate||this._mousePitch.isEnabled())},ua.prototype.isActive=function(){return this._mouseRotate.isActive()||this._mousePitch.isActive()};var ha=function(t,e,r,n){this._el=t,this._touchZoom=e,this._touchRotate=r,this._tapDragZoom=n,this._rotationDisabled=!1,this._enabled=!0};ha.prototype.enable=function(t){this._touchZoom.enable(t),this._rotationDisabled||this._touchRotate.enable(t),this._tapDragZoom.enable(),this._el.classList.add(\"mapboxgl-touch-zoom-rotate\")},ha.prototype.disable=function(){this._touchZoom.disable(),this._touchRotate.disable(),this._tapDragZoom.disable(),this._el.classList.remove(\"mapboxgl-touch-zoom-rotate\")},ha.prototype.isEnabled=function(){return this._touchZoom.isEnabled()&&(this._rotationDisabled||this._touchRotate.isEnabled())&&this._tapDragZoom.isEnabled()},ha.prototype.isActive=function(){return this._touchZoom.isActive()||this._touchRotate.isActive()||this._tapDragZoom.isActive()},ha.prototype.disableRotation=function(){this._rotationDisabled=!0,this._touchRotate.disable()},ha.prototype.enableRotation=function(){this._rotationDisabled=!1,this._touchZoom.isEnabled()&&this._touchRotate.enable()};var fa=function(t){return t.zoom||t.drag||t.pitch||t.rotate},pa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e}(t.Event);function da(t){return t.panDelta&&t.panDelta.mag()||t.zoomDelta||t.bearingDelta||t.pitchDelta}var ga=function(e,n){this._map=e,this._el=this._map.getCanvasContainer(),this._handlers=[],this._handlersById={},this._changes=[],this._inertia=new Ln(e),this._bearingSnap=n.bearingSnap,this._previousActiveHandlers={},this._eventsInProgress={},this._addDefaultHandlers(n),t.bindAll([\"handleEvent\",\"handleWindowEvent\"],this);var a=this._el;this._listeners=[[a,\"touchstart\",{passive:!1}],[a,\"touchmove\",{passive:!1}],[a,\"touchend\",void 0],[a,\"touchcancel\",void 0],[a,\"mousedown\",void 0],[a,\"mousemove\",void 0],[a,\"mouseup\",void 0],[t.window.document,\"mousemove\",{capture:!0}],[t.window.document,\"mouseup\",void 0],[a,\"mouseover\",void 0],[a,\"mouseout\",void 0],[a,\"dblclick\",void 0],[a,\"click\",void 0],[a,\"keydown\",{capture:!1}],[a,\"keyup\",void 0],[a,\"wheel\",{passive:!1}],[a,\"contextmenu\",void 0],[t.window,\"blur\",void 0]];for(var i=0,o=this._listeners;i<o.length;i+=1){var s=o[i],l=s[0];r.addEventListener(l,s[1],l===t.window.document?this.handleWindowEvent:this.handleEvent,s[2])}};ga.prototype.destroy=function(){for(var e=0,n=this._listeners;e<n.length;e+=1){var a=n[e],i=a[0];r.removeEventListener(i,a[1],i===t.window.document?this.handleWindowEvent:this.handleEvent,a[2])}},ga.prototype._addDefaultHandlers=function(t){var e=this._map,r=e.getCanvasContainer();this._add(\"mapEvent\",new Rn(e,t));var n=e.boxZoom=new Bn(e,t);this._add(\"boxZoom\",n);var a=new Vn,i=new sa;e.doubleClickZoom=new oa(i,a),this._add(\"tapZoom\",a),this._add(\"clickZoom\",i);var o=new la;this._add(\"tapDragZoom\",o);var s=e.touchPitch=new ea;this._add(\"touchPitch\",s);var l=new Gn(t),c=new Yn(t);e.dragRotate=new ua(t,l,c),this._add(\"mouseRotate\",l,[\"mousePitch\"]),this._add(\"mousePitch\",c,[\"mouseRotate\"]);var u=new Hn(t),h=new Wn(t);e.dragPan=new ca(r,u,h),this._add(\"mousePan\",u),this._add(\"touchPan\",h,[\"touchZoom\",\"touchRotate\"]);var f=new $n,p=new Kn;e.touchZoomRotate=new ha(r,p,f,o),this._add(\"touchRotate\",f,[\"touchPan\",\"touchZoom\"]),this._add(\"touchZoom\",p,[\"touchPan\",\"touchRotate\"]);var d=e.scrollZoom=new ia(e,this);this._add(\"scrollZoom\",d,[\"mousePan\"]);var g=e.keyboard=new na;this._add(\"keyboard\",g),this._add(\"blockableMapEvent\",new Fn(e));for(var m=0,v=[\"boxZoom\",\"doubleClickZoom\",\"tapDragZoom\",\"touchPitch\",\"dragRotate\",\"dragPan\",\"touchZoomRotate\",\"scrollZoom\",\"keyboard\"];m<v.length;m+=1){var y=v[m];t.interactive&&t[y]&&e[y].enable(t[y])}},ga.prototype._add=function(t,e,r){this._handlers.push({handlerName:t,handler:e,allowed:r}),this._handlersById[t]=e},ga.prototype.stop=function(){if(!this._updatingCamera){for(var t=0,e=this._handlers;t<e.length;t+=1)e[t].handler.reset();this._inertia.clear(),this._fireEvents({},{}),this._changes=[]}},ga.prototype.isActive=function(){for(var t=0,e=this._handlers;t<e.length;t+=1)if(e[t].handler.isActive())return!0;return!1},ga.prototype.isZooming=function(){return!!this._eventsInProgress.zoom||this._map.scrollZoom.isZooming()},ga.prototype.isRotating=function(){return!!this._eventsInProgress.rotate},ga.prototype._blockedByActive=function(t,e,r){for(var n in t)if(n!==r&&(!e||e.indexOf(n)<0))return!0;return!1},ga.prototype.handleWindowEvent=function(t){this.handleEvent(t,t.type+\"Window\")},ga.prototype.handleEvent=function(t,e){if(\"blur\"!==t.type){this._updatingCamera=!0;for(var n=\"renderFrame\"===t.type?void 0:t,a={needsRenderFrame:!1},i={},o={},s=t?t.targetTouches?r.touchPos(this._el,t.targetTouches):r.mousePos(this._el,t):null,l=0,c=this._handlers;l<c.length;l+=1){var u=c[l],h=u.handlerName,f=u.handler,p=u.allowed;if(f.isEnabled()){var d=void 0;this._blockedByActive(o,p,h)?f.reset():f[e||t.type]&&(d=f[e||t.type](t,s),this.mergeHandlerResult(a,i,d,h,n),d&&d.needsRenderFrame&&this._triggerRenderFrame()),(d||f.isActive())&&(o[h]=f)}}var g={};for(var m in this._previousActiveHandlers)o[m]||(g[m]=n);this._previousActiveHandlers=o,(Object.keys(g).length||da(a))&&(this._changes.push([a,i,g]),this._triggerRenderFrame()),(Object.keys(o).length||da(a))&&this._map._stop(!0),this._updatingCamera=!1;var v=a.cameraAnimation;v&&(this._inertia.clear(),this._fireEvents({},{}),this._changes=[],v(this._map))}else this.stop()},ga.prototype.mergeHandlerResult=function(e,r,n,a,i){if(n){t.extend(e,n);var o={handlerName:a,originalEvent:n.originalEvent||i};void 0!==n.zoomDelta&&(r.zoom=o),void 0!==n.panDelta&&(r.drag=o),void 0!==n.pitchDelta&&(r.pitch=o),void 0!==n.bearingDelta&&(r.rotate=o)}},ga.prototype._applyChanges=function(){for(var e={},r={},n={},a=0,i=this._changes;a<i.length;a+=1){var o=i[a],s=o[0],l=o[1],c=o[2];s.panDelta&&(e.panDelta=(e.panDelta||new t.Point(0,0))._add(s.panDelta)),s.zoomDelta&&(e.zoomDelta=(e.zoomDelta||0)+s.zoomDelta),s.bearingDelta&&(e.bearingDelta=(e.bearingDelta||0)+s.bearingDelta),s.pitchDelta&&(e.pitchDelta=(e.pitchDelta||0)+s.pitchDelta),void 0!==s.around&&(e.around=s.around),void 0!==s.pinchAround&&(e.pinchAround=s.pinchAround),s.noInertia&&(e.noInertia=s.noInertia),t.extend(r,l),t.extend(n,c)}this._updateMapTransform(e,r,n),this._changes=[]},ga.prototype._updateMapTransform=function(t,e,r){var n=this._map,a=n.transform;if(!da(t))return this._fireEvents(e,r);var i=t.panDelta,o=t.zoomDelta,s=t.bearingDelta,l=t.pitchDelta,c=t.around,u=t.pinchAround;void 0!==u&&(c=u),n._stop(!0),c=c||n.transform.centerPoint;var h=a.pointLocation(i?c.sub(i):c);s&&(a.bearing+=s),l&&(a.pitch+=l),o&&(a.zoom+=o),a.setLocationAtPoint(h,c),this._map._update(),t.noInertia||this._inertia.record(t),this._fireEvents(e,r)},ga.prototype._fireEvents=function(e,r){var n,a=this,i=fa(this._eventsInProgress),o=fa(e);for(var s in!i&&o&&this._fireEvent(\"movestart\",o.originalEvent),e){var l=e[s].originalEvent,c=!this._eventsInProgress[s];this._eventsInProgress[s]=e[s],c&&this._fireEvent(s+\"start\",l)}for(var u in e.rotate&&(this._bearingChanged=!0),o&&this._fireEvent(\"move\",o.originalEvent),e)this._fireEvent(u,e[u].originalEvent);for(var h in this._eventsInProgress){var f=this._eventsInProgress[h],p=f.handlerName,d=f.originalEvent;this._handlersById[p].isActive()||(delete this._eventsInProgress[h],this._fireEvent(h+\"end\",n=r[p]||d))}var g=fa(this._eventsInProgress);if((i||o)&&!g){this._updatingCamera=!0;var m=this._inertia._onMoveEnd(this._map.dragPan._inertiaOptions),v=function(t){return 0!==t&&-a._bearingSnap<t&&t<a._bearingSnap};m?(v(m.bearing||this._map.getBearing())&&(m.bearing=0),this._map.easeTo(m,{originalEvent:n})):(this._map.fire(new t.Event(\"moveend\",{originalEvent:n})),v(this._map.getBearing())&&this._map.resetNorth()),this._bearingChanged=!1,this._updatingCamera=!1}},ga.prototype._fireEvent=function(e,r){this._map.fire(new t.Event(e,r?{originalEvent:r}:{}))},ga.prototype._triggerRenderFrame=function(){var t=this;void 0===this._frameId&&(this._frameId=this._map._requestRenderFrame((function(e){delete t._frameId,t.handleEvent(new pa(\"renderFrame\",{timeStamp:e})),t._applyChanges()})))};var ma=function(e){function r(r,n){e.call(this),this._moving=!1,this._zooming=!1,this.transform=r,this._bearingSnap=n.bearingSnap,t.bindAll([\"_renderFrameCallback\"],this)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.getCenter=function(){return new t.LngLat(this.transform.center.lng,this.transform.center.lat)},r.prototype.setCenter=function(t,e){return this.jumpTo({center:t},e)},r.prototype.panBy=function(e,r,n){return e=t.Point.convert(e).mult(-1),this.panTo(this.transform.center,t.extend({offset:e},r),n)},r.prototype.panTo=function(e,r,n){return this.easeTo(t.extend({center:e},r),n)},r.prototype.getZoom=function(){return this.transform.zoom},r.prototype.setZoom=function(t,e){return this.jumpTo({zoom:t},e),this},r.prototype.zoomTo=function(e,r,n){return this.easeTo(t.extend({zoom:e},r),n)},r.prototype.zoomIn=function(t,e){return this.zoomTo(this.getZoom()+1,t,e),this},r.prototype.zoomOut=function(t,e){return this.zoomTo(this.getZoom()-1,t,e),this},r.prototype.getBearing=function(){return this.transform.bearing},r.prototype.setBearing=function(t,e){return this.jumpTo({bearing:t},e),this},r.prototype.getPadding=function(){return this.transform.padding},r.prototype.setPadding=function(t,e){return this.jumpTo({padding:t},e),this},r.prototype.rotateTo=function(e,r,n){return this.easeTo(t.extend({bearing:e},r),n)},r.prototype.resetNorth=function(e,r){return this.rotateTo(0,t.extend({duration:1e3},e),r),this},r.prototype.resetNorthPitch=function(e,r){return this.easeTo(t.extend({bearing:0,pitch:0,duration:1e3},e),r),this},r.prototype.snapToNorth=function(t,e){return Math.abs(this.getBearing())<this._bearingSnap?this.resetNorth(t,e):this},r.prototype.getPitch=function(){return this.transform.pitch},r.prototype.setPitch=function(t,e){return this.jumpTo({pitch:t},e),this},r.prototype.cameraForBounds=function(e,r){return e=t.LngLatBounds.convert(e),this._cameraForBoxAndBearing(e.getNorthWest(),e.getSouthEast(),0,r)},r.prototype._cameraForBoxAndBearing=function(e,r,n,a){var i={top:0,bottom:0,right:0,left:0};if(\"number\"==typeof(a=t.extend({padding:i,offset:[0,0],maxZoom:this.transform.maxZoom},a)).padding){var o=a.padding;a.padding={top:o,bottom:o,right:o,left:o}}a.padding=t.extend(i,a.padding);var s=this.transform,l=s.padding,c=s.project(t.LngLat.convert(e)),u=s.project(t.LngLat.convert(r)),h=c.rotate(-n*Math.PI/180),f=u.rotate(-n*Math.PI/180),p=new t.Point(Math.max(h.x,f.x),Math.max(h.y,f.y)),d=new t.Point(Math.min(h.x,f.x),Math.min(h.y,f.y)),g=p.sub(d),m=(s.width-(l.left+l.right+a.padding.left+a.padding.right))/g.x,v=(s.height-(l.top+l.bottom+a.padding.top+a.padding.bottom))/g.y;if(!(v<0||m<0)){var y=Math.min(s.scaleZoom(s.scale*Math.min(m,v)),a.maxZoom),x=t.Point.convert(a.offset),b=new t.Point(x.x+(a.padding.left-a.padding.right)/2,x.y+(a.padding.top-a.padding.bottom)/2).mult(s.scale/s.zoomScale(y));return{center:s.unproject(c.add(u).div(2).sub(b)),zoom:y,bearing:n}}t.warnOnce(\"Map cannot fit within canvas with the given bounds, padding, and/or offset.\")},r.prototype.fitBounds=function(t,e,r){return this._fitInternal(this.cameraForBounds(t,e),e,r)},r.prototype.fitScreenCoordinates=function(e,r,n,a,i){return this._fitInternal(this._cameraForBoxAndBearing(this.transform.pointLocation(t.Point.convert(e)),this.transform.pointLocation(t.Point.convert(r)),n,a),a,i)},r.prototype._fitInternal=function(e,r,n){return e?(delete(r=t.extend(e,r)).padding,r.linear?this.easeTo(r,n):this.flyTo(r,n)):this},r.prototype.jumpTo=function(e,r){this.stop();var n=this.transform,a=!1,i=!1,o=!1;return\"zoom\"in e&&n.zoom!==+e.zoom&&(a=!0,n.zoom=+e.zoom),void 0!==e.center&&(n.center=t.LngLat.convert(e.center)),\"bearing\"in e&&n.bearing!==+e.bearing&&(i=!0,n.bearing=+e.bearing),\"pitch\"in e&&n.pitch!==+e.pitch&&(o=!0,n.pitch=+e.pitch),null==e.padding||n.isPaddingEqual(e.padding)||(n.padding=e.padding),this.fire(new t.Event(\"movestart\",r)).fire(new t.Event(\"move\",r)),a&&this.fire(new t.Event(\"zoomstart\",r)).fire(new t.Event(\"zoom\",r)).fire(new t.Event(\"zoomend\",r)),i&&this.fire(new t.Event(\"rotatestart\",r)).fire(new t.Event(\"rotate\",r)).fire(new t.Event(\"rotateend\",r)),o&&this.fire(new t.Event(\"pitchstart\",r)).fire(new t.Event(\"pitch\",r)).fire(new t.Event(\"pitchend\",r)),this.fire(new t.Event(\"moveend\",r))},r.prototype.easeTo=function(e,r){var n=this;this._stop(!1,e.easeId),(!1===(e=t.extend({offset:[0,0],duration:500,easing:t.ease},e)).animate||!e.essential&&t.browser.prefersReducedMotion)&&(e.duration=0);var a=this.transform,i=this.getZoom(),o=this.getBearing(),s=this.getPitch(),l=this.getPadding(),c=\"zoom\"in e?+e.zoom:i,u=\"bearing\"in e?this._normalizeBearing(e.bearing,o):o,h=\"pitch\"in e?+e.pitch:s,f=\"padding\"in e?e.padding:a.padding,p=t.Point.convert(e.offset),d=a.centerPoint.add(p),g=a.pointLocation(d),m=t.LngLat.convert(e.center||g);this._normalizeCenter(m);var v,y,x=a.project(g),b=a.project(m).sub(x),_=a.zoomScale(c-i);e.around&&(v=t.LngLat.convert(e.around),y=a.locationPoint(v));var w={moving:this._moving,zooming:this._zooming,rotating:this._rotating,pitching:this._pitching};return this._zooming=this._zooming||c!==i,this._rotating=this._rotating||o!==u,this._pitching=this._pitching||h!==s,this._padding=!a.isPaddingEqual(f),this._easeId=e.easeId,this._prepareEase(r,e.noMoveStart,w),clearTimeout(this._easeEndTimeoutID),this._ease((function(e){if(n._zooming&&(a.zoom=t.number(i,c,e)),n._rotating&&(a.bearing=t.number(o,u,e)),n._pitching&&(a.pitch=t.number(s,h,e)),n._padding&&(a.interpolatePadding(l,f,e),d=a.centerPoint.add(p)),v)a.setLocationAtPoint(v,y);else{var g=a.zoomScale(a.zoom-i),m=c>i?Math.min(2,_):Math.max(.5,_),w=Math.pow(m,1-e),T=a.unproject(x.add(b.mult(e*w)).mult(g));a.setLocationAtPoint(a.renderWorldCopies?T.wrap():T,d)}n._fireMoveEvents(r)}),(function(t){n._afterEase(r,t)}),e),this},r.prototype._prepareEase=function(e,r,n){void 0===n&&(n={}),this._moving=!0,r||n.moving||this.fire(new t.Event(\"movestart\",e)),this._zooming&&!n.zooming&&this.fire(new t.Event(\"zoomstart\",e)),this._rotating&&!n.rotating&&this.fire(new t.Event(\"rotatestart\",e)),this._pitching&&!n.pitching&&this.fire(new t.Event(\"pitchstart\",e))},r.prototype._fireMoveEvents=function(e){this.fire(new t.Event(\"move\",e)),this._zooming&&this.fire(new t.Event(\"zoom\",e)),this._rotating&&this.fire(new t.Event(\"rotate\",e)),this._pitching&&this.fire(new t.Event(\"pitch\",e))},r.prototype._afterEase=function(e,r){if(!this._easeId||!r||this._easeId!==r){delete this._easeId;var n=this._zooming,a=this._rotating,i=this._pitching;this._moving=!1,this._zooming=!1,this._rotating=!1,this._pitching=!1,this._padding=!1,n&&this.fire(new t.Event(\"zoomend\",e)),a&&this.fire(new t.Event(\"rotateend\",e)),i&&this.fire(new t.Event(\"pitchend\",e)),this.fire(new t.Event(\"moveend\",e))}},r.prototype.flyTo=function(e,r){var n=this;if(!e.essential&&t.browser.prefersReducedMotion){var a=t.pick(e,[\"center\",\"zoom\",\"bearing\",\"pitch\",\"around\"]);return this.jumpTo(a,r)}this.stop(),e=t.extend({offset:[0,0],speed:1.2,curve:1.42,easing:t.ease},e);var i=this.transform,o=this.getZoom(),s=this.getBearing(),l=this.getPitch(),c=this.getPadding(),u=\"zoom\"in e?t.clamp(+e.zoom,i.minZoom,i.maxZoom):o,h=\"bearing\"in e?this._normalizeBearing(e.bearing,s):s,f=\"pitch\"in e?+e.pitch:l,p=\"padding\"in e?e.padding:i.padding,d=i.zoomScale(u-o),g=t.Point.convert(e.offset),m=i.centerPoint.add(g),v=i.pointLocation(m),y=t.LngLat.convert(e.center||v);this._normalizeCenter(y);var x=i.project(v),b=i.project(y).sub(x),_=e.curve,w=Math.max(i.width,i.height),T=w/d,k=b.mag();if(\"minZoom\"in e){var M=t.clamp(Math.min(e.minZoom,o,u),i.minZoom,i.maxZoom),A=w/i.zoomScale(M-o);_=Math.sqrt(A/k*2)}var S=_*_;function E(t){var e=(T*T-w*w+(t?-1:1)*S*S*k*k)/(2*(t?T:w)*S*k);return Math.log(Math.sqrt(e*e+1)-e)}function C(t){return(Math.exp(t)-Math.exp(-t))/2}function L(t){return(Math.exp(t)+Math.exp(-t))/2}var P=E(0),I=function(t){return L(P)/L(P+_*t)},z=function(t){return w*((L(P)*(C(e=P+_*t)/L(e))-C(P))/S)/k;var e},O=(E(1)-P)/_;if(Math.abs(k)<1e-6||!isFinite(O)){if(Math.abs(w-T)<1e-6)return this.easeTo(e,r);var D=T<w?-1:1;O=Math.abs(Math.log(T/w))/_,z=function(){return 0},I=function(t){return Math.exp(D*_*t)}}return e.duration=\"duration\"in e?+e.duration:1e3*O/(\"screenSpeed\"in e?+e.screenSpeed/_:+e.speed),e.maxDuration&&e.duration>e.maxDuration&&(e.duration=0),this._zooming=!0,this._rotating=s!==h,this._pitching=f!==l,this._padding=!i.isPaddingEqual(p),this._prepareEase(r,!1),this._ease((function(e){var a=e*O,d=1/I(a);i.zoom=1===e?u:o+i.scaleZoom(d),n._rotating&&(i.bearing=t.number(s,h,e)),n._pitching&&(i.pitch=t.number(l,f,e)),n._padding&&(i.interpolatePadding(c,p,e),m=i.centerPoint.add(g));var v=1===e?y:i.unproject(x.add(b.mult(z(a))).mult(d));i.setLocationAtPoint(i.renderWorldCopies?v.wrap():v,m),n._fireMoveEvents(r)}),(function(){return n._afterEase(r)}),e),this},r.prototype.isEasing=function(){return!!this._easeFrameId},r.prototype.stop=function(){return this._stop()},r.prototype._stop=function(t,e){if(this._easeFrameId&&(this._cancelRenderFrame(this._easeFrameId),delete this._easeFrameId,delete this._onEaseFrame),this._onEaseEnd){var r=this._onEaseEnd;delete this._onEaseEnd,r.call(this,e)}if(!t){var n=this.handlers;n&&n.stop()}return this},r.prototype._ease=function(e,r,n){!1===n.animate||0===n.duration?(e(1),r()):(this._easeStart=t.browser.now(),this._easeOptions=n,this._onEaseFrame=e,this._onEaseEnd=r,this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback))},r.prototype._renderFrameCallback=function(){var e=Math.min((t.browser.now()-this._easeStart)/this._easeOptions.duration,1);this._onEaseFrame(this._easeOptions.easing(e)),e<1?this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback):this.stop()},r.prototype._normalizeBearing=function(e,r){e=t.wrap(e,-180,180);var n=Math.abs(e-r);return Math.abs(e-360-r)<n&&(e-=360),Math.abs(e+360-r)<n&&(e+=360),e},r.prototype._normalizeCenter=function(t){var e=this.transform;if(e.renderWorldCopies&&!e.lngRange){var r=t.lng-e.center.lng;t.lng+=r>180?-360:r<-180?360:0}},r}(t.Evented),va=function(e){void 0===e&&(e={}),this.options=e,t.bindAll([\"_updateEditLink\",\"_updateData\",\"_updateCompact\"],this)};va.prototype.getDefaultPosition=function(){return\"bottom-right\"},va.prototype.onAdd=function(t){var e=this.options&&this.options.compact;return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-attrib\"),this._innerContainer=r.create(\"div\",\"mapboxgl-ctrl-attrib-inner\",this._container),e&&this._container.classList.add(\"mapboxgl-compact\"),this._updateAttributions(),this._updateEditLink(),this._map.on(\"styledata\",this._updateData),this._map.on(\"sourcedata\",this._updateData),this._map.on(\"moveend\",this._updateEditLink),void 0===e&&(this._map.on(\"resize\",this._updateCompact),this._updateCompact()),this._container},va.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"styledata\",this._updateData),this._map.off(\"sourcedata\",this._updateData),this._map.off(\"moveend\",this._updateEditLink),this._map.off(\"resize\",this._updateCompact),this._map=void 0,this._attribHTML=void 0},va.prototype._updateEditLink=function(){var e=this._editLink;e||(e=this._editLink=this._container.querySelector(\".mapbox-improve-map\"));var r=[{key:\"owner\",value:this.styleOwner},{key:\"id\",value:this.styleId},{key:\"access_token\",value:this._map._requestManager._customAccessToken||t.config.ACCESS_TOKEN}];if(e){var n=r.reduce((function(t,e,n){return e.value&&(t+=e.key+\"=\"+e.value+(n<r.length-1?\"&\":\"\")),t}),\"?\");e.href=t.config.FEEDBACK_URL+\"/\"+n+(this._map._hash?this._map._hash.getHashString(!0):\"\"),e.rel=\"noopener nofollow\"}},va.prototype._updateData=function(t){!t||\"metadata\"!==t.sourceDataType&&\"style\"!==t.dataType||(this._updateAttributions(),this._updateEditLink())},va.prototype._updateAttributions=function(){if(this._map.style){var t=[];if(this.options.customAttribution&&(Array.isArray(this.options.customAttribution)?t=t.concat(this.options.customAttribution.map((function(t){return\"string\"!=typeof t?\"\":t}))):\"string\"==typeof this.options.customAttribution&&t.push(this.options.customAttribution)),this._map.style.stylesheet){var e=this._map.style.stylesheet;this.styleOwner=e.owner,this.styleId=e.id}var r=this._map.style.sourceCaches;for(var n in r){var a=r[n];if(a.used){var i=a.getSource();i.attribution&&t.indexOf(i.attribution)<0&&t.push(i.attribution)}}t.sort((function(t,e){return t.length-e.length}));var o=(t=t.filter((function(e,r){for(var n=r+1;n<t.length;n++)if(t[n].indexOf(e)>=0)return!1;return!0}))).join(\" | \");o!==this._attribHTML&&(this._attribHTML=o,t.length?(this._innerContainer.innerHTML=o,this._container.classList.remove(\"mapboxgl-attrib-empty\")):this._container.classList.add(\"mapboxgl-attrib-empty\"),this._editLink=null)}},va.prototype._updateCompact=function(){this._map.getCanvasContainer().offsetWidth<=640?this._container.classList.add(\"mapboxgl-compact\"):this._container.classList.remove(\"mapboxgl-compact\")};var ya=function(){t.bindAll([\"_updateLogo\"],this),t.bindAll([\"_updateCompact\"],this)};ya.prototype.onAdd=function(t){this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl\");var e=r.create(\"a\",\"mapboxgl-ctrl-logo\");return e.target=\"_blank\",e.rel=\"noopener nofollow\",e.href=\"https://www.mapbox.com/\",e.setAttribute(\"aria-label\",this._map._getUIString(\"LogoControl.Title\")),e.setAttribute(\"rel\",\"noopener nofollow\"),this._container.appendChild(e),this._container.style.display=\"none\",this._map.on(\"sourcedata\",this._updateLogo),this._updateLogo(),this._map.on(\"resize\",this._updateCompact),this._updateCompact(),this._container},ya.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"sourcedata\",this._updateLogo),this._map.off(\"resize\",this._updateCompact)},ya.prototype.getDefaultPosition=function(){return\"bottom-left\"},ya.prototype._updateLogo=function(t){t&&\"metadata\"!==t.sourceDataType||(this._container.style.display=this._logoRequired()?\"block\":\"none\")},ya.prototype._logoRequired=function(){if(this._map.style){var t=this._map.style.sourceCaches;for(var e in t)if(t[e].getSource().mapbox_logo)return!0;return!1}},ya.prototype._updateCompact=function(){var t=this._container.children;if(t.length){var e=t[0];this._map.getCanvasContainer().offsetWidth<250?e.classList.add(\"mapboxgl-compact\"):e.classList.remove(\"mapboxgl-compact\")}};var xa=function(){this._queue=[],this._id=0,this._cleared=!1,this._currentlyRunning=!1};xa.prototype.add=function(t){var e=++this._id;return this._queue.push({callback:t,id:e,cancelled:!1}),e},xa.prototype.remove=function(t){for(var e=this._currentlyRunning,r=0,n=e?this._queue.concat(e):this._queue;r<n.length;r+=1){var a=n[r];if(a.id===t)return void(a.cancelled=!0)}},xa.prototype.run=function(t){void 0===t&&(t=0);var e=this._currentlyRunning=this._queue;this._queue=[];for(var r=0,n=e;r<n.length;r+=1){var a=n[r];if(!a.cancelled&&(a.callback(t),this._cleared))break}this._cleared=!1,this._currentlyRunning=!1},xa.prototype.clear=function(){this._currentlyRunning&&(this._cleared=!0),this._queue=[]};var ba={\"FullscreenControl.Enter\":\"Enter fullscreen\",\"FullscreenControl.Exit\":\"Exit fullscreen\",\"GeolocateControl.FindMyLocation\":\"Find my location\",\"GeolocateControl.LocationNotAvailable\":\"Location not available\",\"LogoControl.Title\":\"Mapbox logo\",\"NavigationControl.ResetBearing\":\"Reset bearing to north\",\"NavigationControl.ZoomIn\":\"Zoom in\",\"NavigationControl.ZoomOut\":\"Zoom out\",\"ScaleControl.Feet\":\"ft\",\"ScaleControl.Meters\":\"m\",\"ScaleControl.Kilometers\":\"km\",\"ScaleControl.Miles\":\"mi\",\"ScaleControl.NauticalMiles\":\"nm\"},_a=t.window.HTMLImageElement,wa=t.window.HTMLElement,Ta=t.window.ImageBitmap,ka={center:[0,0],zoom:0,bearing:0,pitch:0,minZoom:-2,maxZoom:22,minPitch:0,maxPitch:60,interactive:!0,scrollZoom:!0,boxZoom:!0,dragRotate:!0,dragPan:!0,keyboard:!0,doubleClickZoom:!0,touchZoomRotate:!0,touchPitch:!0,bearingSnap:7,clickTolerance:3,pitchWithRotate:!0,hash:!1,attributionControl:!0,failIfMajorPerformanceCaveat:!1,preserveDrawingBuffer:!1,trackResize:!0,renderWorldCopies:!0,refreshExpiredTiles:!0,maxTileCacheSize:null,localIdeographFontFamily:\"sans-serif\",transformRequest:null,accessToken:null,fadeDuration:300,crossSourceCollisions:!0},Ma=function(n){function a(e){var r=this;if(null!=(e=t.extend({},ka,e)).minZoom&&null!=e.maxZoom&&e.minZoom>e.maxZoom)throw new Error(\"maxZoom must be greater than or equal to minZoom\");if(null!=e.minPitch&&null!=e.maxPitch&&e.minPitch>e.maxPitch)throw new Error(\"maxPitch must be greater than or equal to minPitch\");if(null!=e.minPitch&&e.minPitch<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(null!=e.maxPitch&&e.maxPitch>60)throw new Error(\"maxPitch must be less than or equal to 60\");var a=new wn(e.minZoom,e.maxZoom,e.minPitch,e.maxPitch,e.renderWorldCopies);if(n.call(this,a,e),this._interactive=e.interactive,this._maxTileCacheSize=e.maxTileCacheSize,this._failIfMajorPerformanceCaveat=e.failIfMajorPerformanceCaveat,this._preserveDrawingBuffer=e.preserveDrawingBuffer,this._antialias=e.antialias,this._trackResize=e.trackResize,this._bearingSnap=e.bearingSnap,this._refreshExpiredTiles=e.refreshExpiredTiles,this._fadeDuration=e.fadeDuration,this._crossSourceCollisions=e.crossSourceCollisions,this._crossFadingFactor=1,this._collectResourceTiming=e.collectResourceTiming,this._renderTaskQueue=new xa,this._controls=[],this._mapId=t.uniqueId(),this._locale=t.extend({},ba,e.locale),this._requestManager=new t.RequestManager(e.transformRequest,e.accessToken),\"string\"==typeof e.container){if(this._container=t.window.document.getElementById(e.container),!this._container)throw new Error(\"Container '\"+e.container+\"' not found.\")}else{if(!(e.container instanceof wa))throw new Error(\"Invalid type: 'container' must be a String or HTMLElement.\");this._container=e.container}if(e.maxBounds&&this.setMaxBounds(e.maxBounds),t.bindAll([\"_onWindowOnline\",\"_onWindowResize\",\"_contextLost\",\"_contextRestored\"],this),this._setupContainer(),this._setupPainter(),void 0===this.painter)throw new Error(\"Failed to initialize WebGL.\");this.on(\"move\",(function(){return r._update(!1)})),this.on(\"moveend\",(function(){return r._update(!1)})),this.on(\"zoom\",(function(){return r._update(!0)})),void 0!==t.window&&(t.window.addEventListener(\"online\",this._onWindowOnline,!1),t.window.addEventListener(\"resize\",this._onWindowResize,!1)),this.handlers=new ga(this,e),this._hash=e.hash&&new kn(\"string\"==typeof e.hash&&e.hash||void 0).addTo(this),this._hash&&this._hash._onHashChange()||(this.jumpTo({center:e.center,zoom:e.zoom,bearing:e.bearing,pitch:e.pitch}),e.bounds&&(this.resize(),this.fitBounds(e.bounds,t.extend({},e.fitBoundsOptions,{duration:0})))),this.resize(),this._localIdeographFontFamily=e.localIdeographFontFamily,e.style&&this.setStyle(e.style,{localIdeographFontFamily:e.localIdeographFontFamily}),e.attributionControl&&this.addControl(new va({customAttribution:e.customAttribution})),this.addControl(new ya,e.logoPosition),this.on(\"style.load\",(function(){r.transform.unmodified&&r.jumpTo(r.style.stylesheet)})),this.on(\"data\",(function(e){r._update(\"style\"===e.dataType),r.fire(new t.Event(e.dataType+\"data\",e))})),this.on(\"dataloading\",(function(e){r.fire(new t.Event(e.dataType+\"dataloading\",e))}))}n&&(a.__proto__=n),(a.prototype=Object.create(n&&n.prototype)).constructor=a;var i={showTileBoundaries:{configurable:!0},showPadding:{configurable:!0},showCollisionBoxes:{configurable:!0},showOverdrawInspector:{configurable:!0},repaint:{configurable:!0},vertices:{configurable:!0},version:{configurable:!0}};return a.prototype._getMapId=function(){return this._mapId},a.prototype.addControl=function(e,r){if(void 0===r&&e.getDefaultPosition&&(r=e.getDefaultPosition()),void 0===r&&(r=\"top-right\"),!e||!e.onAdd)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.addControl(). Argument must be a control with onAdd and onRemove methods.\")));var n=e.onAdd(this);this._controls.push(e);var a=this._controlPositions[r];return-1!==r.indexOf(\"bottom\")?a.insertBefore(n,a.firstChild):a.appendChild(n),this},a.prototype.removeControl=function(e){if(!e||!e.onRemove)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.removeControl(). Argument must be a control with onAdd and onRemove methods.\")));var r=this._controls.indexOf(e);return r>-1&&this._controls.splice(r,1),e.onRemove(this),this},a.prototype.resize=function(e){var r=this._containerDimensions(),n=r[0],a=r[1];this._resizeCanvas(n,a),this.transform.resize(n,a),this.painter.resize(n,a);var i=!this._moving;return i&&(this.stop(),this.fire(new t.Event(\"movestart\",e)).fire(new t.Event(\"move\",e))),this.fire(new t.Event(\"resize\",e)),i&&this.fire(new t.Event(\"moveend\",e)),this},a.prototype.getBounds=function(){return this.transform.getBounds()},a.prototype.getMaxBounds=function(){return this.transform.getMaxBounds()},a.prototype.setMaxBounds=function(e){return this.transform.setMaxBounds(t.LngLatBounds.convert(e)),this._update()},a.prototype.setMinZoom=function(t){if((t=null==t?-2:t)>=-2&&t<=this.transform.maxZoom)return this.transform.minZoom=t,this._update(),this.getZoom()<t&&this.setZoom(t),this;throw new Error(\"minZoom must be between -2 and the current maxZoom, inclusive\")},a.prototype.getMinZoom=function(){return this.transform.minZoom},a.prototype.setMaxZoom=function(t){if((t=null==t?22:t)>=this.transform.minZoom)return this.transform.maxZoom=t,this._update(),this.getZoom()>t&&this.setZoom(t),this;throw new Error(\"maxZoom must be greater than the current minZoom\")},a.prototype.getMaxZoom=function(){return this.transform.maxZoom},a.prototype.setMinPitch=function(t){if((t=null==t?0:t)<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(t>=0&&t<=this.transform.maxPitch)return this.transform.minPitch=t,this._update(),this.getPitch()<t&&this.setPitch(t),this;throw new Error(\"minPitch must be between 0 and the current maxPitch, inclusive\")},a.prototype.getMinPitch=function(){return this.transform.minPitch},a.prototype.setMaxPitch=function(t){if((t=null==t?60:t)>60)throw new Error(\"maxPitch must be less than or equal to 60\");if(t>=this.transform.minPitch)return this.transform.maxPitch=t,this._update(),this.getPitch()>t&&this.setPitch(t),this;throw new Error(\"maxPitch must be greater than the current minPitch\")},a.prototype.getMaxPitch=function(){return this.transform.maxPitch},a.prototype.getRenderWorldCopies=function(){return this.transform.renderWorldCopies},a.prototype.setRenderWorldCopies=function(t){return this.transform.renderWorldCopies=t,this._update()},a.prototype.project=function(e){return this.transform.locationPoint(t.LngLat.convert(e))},a.prototype.unproject=function(e){return this.transform.pointLocation(t.Point.convert(e))},a.prototype.isMoving=function(){return this._moving||this.handlers.isActive()},a.prototype.isZooming=function(){return this._zooming||this.handlers.isZooming()},a.prototype.isRotating=function(){return this._rotating||this.handlers.isRotating()},a.prototype._createDelegatedListener=function(t,e,r){var n,a=this;if(\"mouseenter\"===t||\"mouseover\"===t){var i=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){var o=a.getLayer(e)?a.queryRenderedFeatures(n.point,{layers:[e]}):[];o.length?i||(i=!0,r.call(a,new zn(t,a,n.originalEvent,{features:o}))):i=!1},mouseout:function(){i=!1}}}}if(\"mouseleave\"===t||\"mouseout\"===t){var o=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){(a.getLayer(e)?a.queryRenderedFeatures(n.point,{layers:[e]}):[]).length?o=!0:o&&(o=!1,r.call(a,new zn(t,a,n.originalEvent)))},mouseout:function(e){o&&(o=!1,r.call(a,new zn(t,a,e.originalEvent)))}}}}return{layer:e,listener:r,delegates:(n={},n[t]=function(t){var n=a.getLayer(e)?a.queryRenderedFeatures(t.point,{layers:[e]}):[];n.length&&(t.features=n,r.call(a,t),delete t.features)},n)}},a.prototype.on=function(t,e,r){if(void 0===r)return n.prototype.on.call(this,t,e);var a=this._createDelegatedListener(t,e,r);for(var i in this._delegatedListeners=this._delegatedListeners||{},this._delegatedListeners[t]=this._delegatedListeners[t]||[],this._delegatedListeners[t].push(a),a.delegates)this.on(i,a.delegates[i]);return this},a.prototype.once=function(t,e,r){if(void 0===r)return n.prototype.once.call(this,t,e);var a=this._createDelegatedListener(t,e,r);for(var i in a.delegates)this.once(i,a.delegates[i]);return this},a.prototype.off=function(t,e,r){var a=this;return void 0===r?n.prototype.off.call(this,t,e):(this._delegatedListeners&&this._delegatedListeners[t]&&function(n){for(var i=n[t],o=0;o<i.length;o++){var s=i[o];if(s.layer===e&&s.listener===r){for(var l in s.delegates)a.off(l,s.delegates[l]);return i.splice(o,1),a}}}(this._delegatedListeners),this)},a.prototype.queryRenderedFeatures=function(e,r){if(!this.style)return[];var n;if(void 0!==r||void 0===e||e instanceof t.Point||Array.isArray(e)||(r=e,e=void 0),r=r||{},(e=e||[[0,0],[this.transform.width,this.transform.height]])instanceof t.Point||\"number\"==typeof e[0])n=[t.Point.convert(e)];else{var a=t.Point.convert(e[0]),i=t.Point.convert(e[1]);n=[a,new t.Point(i.x,a.y),i,new t.Point(a.x,i.y),a]}return this.style.queryRenderedFeatures(n,r,this.transform)},a.prototype.querySourceFeatures=function(t,e){return this.style.querySourceFeatures(t,e)},a.prototype.setStyle=function(e,r){return!1!==(r=t.extend({},{localIdeographFontFamily:this._localIdeographFontFamily},r)).diff&&r.localIdeographFontFamily===this._localIdeographFontFamily&&this.style&&e?(this._diffStyle(e,r),this):(this._localIdeographFontFamily=r.localIdeographFontFamily,this._updateStyle(e,r))},a.prototype._getUIString=function(t){var e=this._locale[t];if(null==e)throw new Error(\"Missing UI string '\"+t+\"'\");return e},a.prototype._updateStyle=function(t,e){return this.style&&(this.style.setEventedParent(null),this.style._remove()),t?(this.style=new qe(this,e||{}),this.style.setEventedParent(this,{style:this.style}),\"string\"==typeof t?this.style.loadURL(t):this.style.loadJSON(t),this):(delete this.style,this)},a.prototype._lazyInitEmptyStyle=function(){this.style||(this.style=new qe(this,{}),this.style.setEventedParent(this,{style:this.style}),this.style.loadEmpty())},a.prototype._diffStyle=function(e,r){var n=this;if(\"string\"==typeof e){var a=this._requestManager.normalizeStyleURL(e),i=this._requestManager.transformRequest(a,t.ResourceType.Style);t.getJSON(i,(function(e,a){e?n.fire(new t.ErrorEvent(e)):a&&n._updateDiff(a,r)}))}else\"object\"==typeof e&&this._updateDiff(e,r)},a.prototype._updateDiff=function(e,r){try{this.style.setState(e)&&this._update(!0)}catch(n){t.warnOnce(\"Unable to perform style diff: \"+(n.message||n.error||n)+\".  Rebuilding the style from scratch.\"),this._updateStyle(e,r)}},a.prototype.getStyle=function(){if(this.style)return this.style.serialize()},a.prototype.isStyleLoaded=function(){return this.style?this.style.loaded():t.warnOnce(\"There is no style added to the map.\")},a.prototype.addSource=function(t,e){return this._lazyInitEmptyStyle(),this.style.addSource(t,e),this._update(!0)},a.prototype.isSourceLoaded=function(e){var r=this.style&&this.style.sourceCaches[e];if(void 0!==r)return r.loaded();this.fire(new t.ErrorEvent(new Error(\"There is no source with ID '\"+e+\"'\")))},a.prototype.areTilesLoaded=function(){var t=this.style&&this.style.sourceCaches;for(var e in t){var r=t[e]._tiles;for(var n in r){var a=r[n];if(\"loaded\"!==a.state&&\"errored\"!==a.state)return!1}}return!0},a.prototype.addSourceType=function(t,e,r){return this._lazyInitEmptyStyle(),this.style.addSourceType(t,e,r)},a.prototype.removeSource=function(t){return this.style.removeSource(t),this._update(!0)},a.prototype.getSource=function(t){return this.style.getSource(t)},a.prototype.addImage=function(e,r,n){void 0===n&&(n={});var a=n.pixelRatio;void 0===a&&(a=1);var i=n.sdf;void 0===i&&(i=!1);var o=n.stretchX,s=n.stretchY,l=n.content;if(this._lazyInitEmptyStyle(),r instanceof _a||Ta&&r instanceof Ta){var c=t.browser.getImageData(r);this.style.addImage(e,{data:new t.RGBAImage({width:c.width,height:c.height},c.data),pixelRatio:a,stretchX:o,stretchY:s,content:l,sdf:i,version:0})}else{if(void 0===r.width||void 0===r.height)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.addImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));var u=r;this.style.addImage(e,{data:new t.RGBAImage({width:r.width,height:r.height},new Uint8Array(r.data)),pixelRatio:a,stretchX:o,stretchY:s,content:l,sdf:i,version:0,userImage:u}),u.onAdd&&u.onAdd(this,e)}},a.prototype.updateImage=function(e,r){var n=this.style.getImage(e);if(!n)return this.fire(new t.ErrorEvent(new Error(\"The map has no image with that id. If you are adding a new image use `map.addImage(...)` instead.\")));var a=r instanceof _a||Ta&&r instanceof Ta?t.browser.getImageData(r):r,i=a.width,o=a.height,s=a.data;return void 0===i||void 0===o?this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.updateImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\"))):i!==n.data.width||o!==n.data.height?this.fire(new t.ErrorEvent(new Error(\"The width and height of the updated image must be that same as the previous version of the image\"))):(n.data.replace(s,!(r instanceof _a||Ta&&r instanceof Ta)),void this.style.updateImage(e,n))},a.prototype.hasImage=function(e){return e?!!this.style.getImage(e):(this.fire(new t.ErrorEvent(new Error(\"Missing required image id\"))),!1)},a.prototype.removeImage=function(t){this.style.removeImage(t)},a.prototype.loadImage=function(e,r){t.getImage(this._requestManager.transformRequest(e,t.ResourceType.Image),r)},a.prototype.listImages=function(){return this.style.listImages()},a.prototype.addLayer=function(t,e){return this._lazyInitEmptyStyle(),this.style.addLayer(t,e),this._update(!0)},a.prototype.moveLayer=function(t,e){return this.style.moveLayer(t,e),this._update(!0)},a.prototype.removeLayer=function(t){return this.style.removeLayer(t),this._update(!0)},a.prototype.getLayer=function(t){return this.style.getLayer(t)},a.prototype.setLayerZoomRange=function(t,e,r){return this.style.setLayerZoomRange(t,e,r),this._update(!0)},a.prototype.setFilter=function(t,e,r){return void 0===r&&(r={}),this.style.setFilter(t,e,r),this._update(!0)},a.prototype.getFilter=function(t){return this.style.getFilter(t)},a.prototype.setPaintProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setPaintProperty(t,e,r,n),this._update(!0)},a.prototype.getPaintProperty=function(t,e){return this.style.getPaintProperty(t,e)},a.prototype.setLayoutProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setLayoutProperty(t,e,r,n),this._update(!0)},a.prototype.getLayoutProperty=function(t,e){return this.style.getLayoutProperty(t,e)},a.prototype.setLight=function(t,e){return void 0===e&&(e={}),this._lazyInitEmptyStyle(),this.style.setLight(t,e),this._update(!0)},a.prototype.getLight=function(){return this.style.getLight()},a.prototype.setFeatureState=function(t,e){return this.style.setFeatureState(t,e),this._update()},a.prototype.removeFeatureState=function(t,e){return this.style.removeFeatureState(t,e),this._update()},a.prototype.getFeatureState=function(t){return this.style.getFeatureState(t)},a.prototype.getContainer=function(){return this._container},a.prototype.getCanvasContainer=function(){return this._canvasContainer},a.prototype.getCanvas=function(){return this._canvas},a.prototype._containerDimensions=function(){var t=0,e=0;return this._container&&(t=this._container.clientWidth||400,e=this._container.clientHeight||300),[t,e]},a.prototype._detectMissingCSS=function(){\"rgb(250, 128, 114)\"!==t.window.getComputedStyle(this._missingCSSCanary).getPropertyValue(\"background-color\")&&t.warnOnce(\"This page appears to be missing CSS declarations for Mapbox GL JS, which may cause the map to display incorrectly. Please ensure your page includes mapbox-gl.css, as described in https://www.mapbox.com/mapbox-gl-js/api/.\")},a.prototype._setupContainer=function(){var t=this._container;t.classList.add(\"mapboxgl-map\"),(this._missingCSSCanary=r.create(\"div\",\"mapboxgl-canary\",t)).style.visibility=\"hidden\",this._detectMissingCSS();var e=this._canvasContainer=r.create(\"div\",\"mapboxgl-canvas-container\",t);this._interactive&&e.classList.add(\"mapboxgl-interactive\"),this._canvas=r.create(\"canvas\",\"mapboxgl-canvas\",e),this._canvas.addEventListener(\"webglcontextlost\",this._contextLost,!1),this._canvas.addEventListener(\"webglcontextrestored\",this._contextRestored,!1),this._canvas.setAttribute(\"tabindex\",\"0\"),this._canvas.setAttribute(\"aria-label\",\"Map\");var n=this._containerDimensions();this._resizeCanvas(n[0],n[1]);var a=this._controlContainer=r.create(\"div\",\"mapboxgl-control-container\",t),i=this._controlPositions={};[\"top-left\",\"top-right\",\"bottom-left\",\"bottom-right\"].forEach((function(t){i[t]=r.create(\"div\",\"mapboxgl-ctrl-\"+t,a)}))},a.prototype._resizeCanvas=function(e,r){var n=t.browser.devicePixelRatio||1;this._canvas.width=n*e,this._canvas.height=n*r,this._canvas.style.width=e+\"px\",this._canvas.style.height=r+\"px\"},a.prototype._setupPainter=function(){var r=t.extend({},e.webGLContextAttributes,{failIfMajorPerformanceCaveat:this._failIfMajorPerformanceCaveat,preserveDrawingBuffer:this._preserveDrawingBuffer,antialias:this._antialias||!1}),n=this._canvas.getContext(\"webgl\",r)||this._canvas.getContext(\"experimental-webgl\",r);n?(this.painter=new yn(n,this.transform),t.webpSupported.testSupport(n)):this.fire(new t.ErrorEvent(new Error(\"Failed to initialize WebGL\")))},a.prototype._contextLost=function(e){e.preventDefault(),this._frame&&(this._frame.cancel(),this._frame=null),this.fire(new t.Event(\"webglcontextlost\",{originalEvent:e}))},a.prototype._contextRestored=function(e){this._setupPainter(),this.resize(),this._update(),this.fire(new t.Event(\"webglcontextrestored\",{originalEvent:e}))},a.prototype.loaded=function(){return!this._styleDirty&&!this._sourcesDirty&&!!this.style&&this.style.loaded()},a.prototype._update=function(t){return this.style?(this._styleDirty=this._styleDirty||t,this._sourcesDirty=!0,this.triggerRepaint(),this):this},a.prototype._requestRenderFrame=function(t){return this._update(),this._renderTaskQueue.add(t)},a.prototype._cancelRenderFrame=function(t){this._renderTaskQueue.remove(t)},a.prototype._render=function(e){var r,n=this,a=0,i=this.painter.context.extTimerQuery;if(this.listens(\"gpu-timing-frame\")&&(r=i.createQueryEXT(),i.beginQueryEXT(i.TIME_ELAPSED_EXT,r),a=t.browser.now()),this.painter.context.setDirty(),this.painter.setBaseState(),this._renderTaskQueue.run(e),!this._removed){var o=!1;if(this.style&&this._styleDirty){this._styleDirty=!1;var s=this.transform.zoom,l=t.browser.now();this.style.zoomHistory.update(s,l);var c=new t.EvaluationParameters(s,{now:l,fadeDuration:this._fadeDuration,zoomHistory:this.style.zoomHistory,transition:this.style.getTransition()}),u=c.crossFadingFactor();1===u&&u===this._crossFadingFactor||(o=!0,this._crossFadingFactor=u),this.style.update(c)}if(this.style&&this._sourcesDirty&&(this._sourcesDirty=!1,this.style._updateSources(this.transform)),this._placementDirty=this.style&&this.style._updatePlacement(this.painter.transform,this.showCollisionBoxes,this._fadeDuration,this._crossSourceCollisions),this.painter.render(this.style,{showTileBoundaries:this.showTileBoundaries,showOverdrawInspector:this._showOverdrawInspector,rotating:this.isRotating(),zooming:this.isZooming(),moving:this.isMoving(),fadeDuration:this._fadeDuration,showPadding:this.showPadding,gpuTiming:!!this.listens(\"gpu-timing-layer\")}),this.fire(new t.Event(\"render\")),this.loaded()&&!this._loaded&&(this._loaded=!0,this.fire(new t.Event(\"load\"))),this.style&&(this.style.hasTransitions()||o)&&(this._styleDirty=!0),this.style&&!this._placementDirty&&this.style._releaseSymbolFadeTiles(),this.listens(\"gpu-timing-frame\")){var h=t.browser.now()-a;i.endQueryEXT(i.TIME_ELAPSED_EXT,r),setTimeout((function(){var e=i.getQueryObjectEXT(r,i.QUERY_RESULT_EXT)/1e6;i.deleteQueryEXT(r),n.fire(new t.Event(\"gpu-timing-frame\",{cpuTime:h,gpuTime:e}))}),50)}if(this.listens(\"gpu-timing-layer\")){var f=this.painter.collectGpuTimers();setTimeout((function(){var e=n.painter.queryGpuTimers(f);n.fire(new t.Event(\"gpu-timing-layer\",{layerTimes:e}))}),50)}return this._sourcesDirty||this._styleDirty||this._placementDirty||this._repaint?this.triggerRepaint():!this.isMoving()&&this.loaded()&&(this._fullyLoaded||(this._fullyLoaded=!0),this.fire(new t.Event(\"idle\"))),this}},a.prototype.remove=function(){this._hash&&this._hash.remove();for(var e=0,r=this._controls;e<r.length;e+=1)r[e].onRemove(this);this._controls=[],this._frame&&(this._frame.cancel(),this._frame=null),this._renderTaskQueue.clear(),this.painter.destroy(),this.handlers.destroy(),delete this.handlers,this.setStyle(null),void 0!==t.window&&(t.window.removeEventListener(\"resize\",this._onWindowResize,!1),t.window.removeEventListener(\"online\",this._onWindowOnline,!1));var n=this.painter.context.gl.getExtension(\"WEBGL_lose_context\");n&&n.loseContext(),Aa(this._canvasContainer),Aa(this._controlContainer),Aa(this._missingCSSCanary),this._container.classList.remove(\"mapboxgl-map\"),this._removed=!0,this.fire(new t.Event(\"remove\"))},a.prototype.triggerRepaint=function(){var e=this;this.style&&!this._frame&&(this._frame=t.browser.frame((function(t){e._frame=null,e._render(t)})))},a.prototype._onWindowOnline=function(){this._update()},a.prototype._onWindowResize=function(t){this._trackResize&&this.resize({originalEvent:t})._update()},i.showTileBoundaries.get=function(){return!!this._showTileBoundaries},i.showTileBoundaries.set=function(t){this._showTileBoundaries!==t&&(this._showTileBoundaries=t,this._update())},i.showPadding.get=function(){return!!this._showPadding},i.showPadding.set=function(t){this._showPadding!==t&&(this._showPadding=t,this._update())},i.showCollisionBoxes.get=function(){return!!this._showCollisionBoxes},i.showCollisionBoxes.set=function(t){this._showCollisionBoxes!==t&&(this._showCollisionBoxes=t,t?this.style._generateCollisionBoxes():this._update())},i.showOverdrawInspector.get=function(){return!!this._showOverdrawInspector},i.showOverdrawInspector.set=function(t){this._showOverdrawInspector!==t&&(this._showOverdrawInspector=t,this._update())},i.repaint.get=function(){return!!this._repaint},i.repaint.set=function(t){this._repaint!==t&&(this._repaint=t,this.triggerRepaint())},i.vertices.get=function(){return!!this._vertices},i.vertices.set=function(t){this._vertices=t,this._update()},a.prototype._setCacheLimits=function(e,r){t.setCacheLimits(e,r)},i.version.get=function(){return t.version},Object.defineProperties(a.prototype,i),a}(ma);function Aa(t){t.parentNode&&t.parentNode.removeChild(t)}var Sa={showCompass:!0,showZoom:!0,visualizePitch:!1},Ea=function(e){var n=this;this.options=t.extend({},Sa,e),this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this.options.showZoom&&(t.bindAll([\"_setButtonTitle\",\"_updateZoomButtons\"],this),this._zoomInButton=this._createButton(\"mapboxgl-ctrl-zoom-in\",(function(t){return n._map.zoomIn({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomInButton).setAttribute(\"aria-hidden\",!0),this._zoomOutButton=this._createButton(\"mapboxgl-ctrl-zoom-out\",(function(t){return n._map.zoomOut({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomOutButton).setAttribute(\"aria-hidden\",!0)),this.options.showCompass&&(t.bindAll([\"_rotateCompassArrow\"],this),this._compass=this._createButton(\"mapboxgl-ctrl-compass\",(function(t){n.options.visualizePitch?n._map.resetNorthPitch({},{originalEvent:t}):n._map.resetNorth({},{originalEvent:t})})),this._compassIcon=r.create(\"span\",\"mapboxgl-ctrl-icon\",this._compass),this._compassIcon.setAttribute(\"aria-hidden\",!0))};Ea.prototype._updateZoomButtons=function(){var t=this._map.getZoom();this._zoomInButton.disabled=t===this._map.getMaxZoom(),this._zoomOutButton.disabled=t===this._map.getMinZoom()},Ea.prototype._rotateCompassArrow=function(){var t=this.options.visualizePitch?\"scale(\"+1/Math.pow(Math.cos(this._map.transform.pitch*(Math.PI/180)),.5)+\") rotateX(\"+this._map.transform.pitch+\"deg) rotateZ(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\":\"rotate(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\";this._compassIcon.style.transform=t},Ea.prototype.onAdd=function(t){return this._map=t,this.options.showZoom&&(this._setButtonTitle(this._zoomInButton,\"ZoomIn\"),this._setButtonTitle(this._zoomOutButton,\"ZoomOut\"),this._map.on(\"zoom\",this._updateZoomButtons),this._updateZoomButtons()),this.options.showCompass&&(this._setButtonTitle(this._compass,\"ResetBearing\"),this.options.visualizePitch&&this._map.on(\"pitch\",this._rotateCompassArrow),this._map.on(\"rotate\",this._rotateCompassArrow),this._rotateCompassArrow(),this._handler=new Ca(this._map,this._compass,this.options.visualizePitch)),this._container},Ea.prototype.onRemove=function(){r.remove(this._container),this.options.showZoom&&this._map.off(\"zoom\",this._updateZoomButtons),this.options.showCompass&&(this.options.visualizePitch&&this._map.off(\"pitch\",this._rotateCompassArrow),this._map.off(\"rotate\",this._rotateCompassArrow),this._handler.off(),delete this._handler),delete this._map},Ea.prototype._createButton=function(t,e){var n=r.create(\"button\",t,this._container);return n.type=\"button\",n.addEventListener(\"click\",e),n},Ea.prototype._setButtonTitle=function(t,e){var r=this._map._getUIString(\"NavigationControl.\"+e);t.title=r,t.setAttribute(\"aria-label\",r)};var Ca=function(e,n,a){void 0===a&&(a=!1),this._clickTolerance=10,this.element=n,this.mouseRotate=new Gn({clickTolerance:e.dragRotate._mouseRotate._clickTolerance}),this.map=e,a&&(this.mousePitch=new Yn({clickTolerance:e.dragRotate._mousePitch._clickTolerance})),t.bindAll([\"mousedown\",\"mousemove\",\"mouseup\",\"touchstart\",\"touchmove\",\"touchend\",\"reset\"],this),r.addEventListener(n,\"mousedown\",this.mousedown),r.addEventListener(n,\"touchstart\",this.touchstart,{passive:!1}),r.addEventListener(n,\"touchmove\",this.touchmove),r.addEventListener(n,\"touchend\",this.touchend),r.addEventListener(n,\"touchcancel\",this.reset)};function La(e,r,n){if(e=new t.LngLat(e.lng,e.lat),r){var a=new t.LngLat(e.lng-360,e.lat),i=new t.LngLat(e.lng+360,e.lat),o=n.locationPoint(e).distSqr(r);n.locationPoint(a).distSqr(r)<o?e=a:n.locationPoint(i).distSqr(r)<o&&(e=i)}for(;Math.abs(e.lng-n.center.lng)>180;){var s=n.locationPoint(e);if(s.x>=0&&s.y>=0&&s.x<=n.width&&s.y<=n.height)break;e.lng>n.center.lng?e.lng-=360:e.lng+=360}return e}Ca.prototype.down=function(t,e){this.mouseRotate.mousedown(t,e),this.mousePitch&&this.mousePitch.mousedown(t,e),r.disableDrag()},Ca.prototype.move=function(t,e){var r=this.map,n=this.mouseRotate.mousemoveWindow(t,e);if(n&&n.bearingDelta&&r.setBearing(r.getBearing()+n.bearingDelta),this.mousePitch){var a=this.mousePitch.mousemoveWindow(t,e);a&&a.pitchDelta&&r.setPitch(r.getPitch()+a.pitchDelta)}},Ca.prototype.off=function(){var t=this.element;r.removeEventListener(t,\"mousedown\",this.mousedown),r.removeEventListener(t,\"touchstart\",this.touchstart,{passive:!1}),r.removeEventListener(t,\"touchmove\",this.touchmove),r.removeEventListener(t,\"touchend\",this.touchend),r.removeEventListener(t,\"touchcancel\",this.reset),this.offTemp()},Ca.prototype.offTemp=function(){r.enableDrag(),r.removeEventListener(t.window,\"mousemove\",this.mousemove),r.removeEventListener(t.window,\"mouseup\",this.mouseup)},Ca.prototype.mousedown=function(e){this.down(t.extend({},e,{ctrlKey:!0,preventDefault:function(){return e.preventDefault()}}),r.mousePos(this.element,e)),r.addEventListener(t.window,\"mousemove\",this.mousemove),r.addEventListener(t.window,\"mouseup\",this.mouseup)},Ca.prototype.mousemove=function(t){this.move(t,r.mousePos(this.element,t))},Ca.prototype.mouseup=function(t){this.mouseRotate.mouseupWindow(t),this.mousePitch&&this.mousePitch.mouseupWindow(t),this.offTemp()},Ca.prototype.touchstart=function(t){1!==t.targetTouches.length?this.reset():(this._startPos=this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.down({type:\"mousedown\",button:0,ctrlKey:!0,preventDefault:function(){return t.preventDefault()}},this._startPos))},Ca.prototype.touchmove=function(t){1!==t.targetTouches.length?this.reset():(this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.move({preventDefault:function(){return t.preventDefault()}},this._lastPos))},Ca.prototype.touchend=function(t){0===t.targetTouches.length&&this._startPos&&this._lastPos&&this._startPos.dist(this._lastPos)<this._clickTolerance&&this.element.click(),this.reset()},Ca.prototype.reset=function(){this.mouseRotate.reset(),this.mousePitch&&this.mousePitch.reset(),delete this._startPos,delete this._lastPos,this.offTemp()};var Pa={center:\"translate(-50%,-50%)\",top:\"translate(-50%,0)\",\"top-left\":\"translate(0,0)\",\"top-right\":\"translate(-100%,0)\",bottom:\"translate(-50%,-100%)\",\"bottom-left\":\"translate(0,-100%)\",\"bottom-right\":\"translate(-100%,-100%)\",left:\"translate(0,-50%)\",right:\"translate(-100%,-50%)\"};function Ia(t,e,r){var n=t.classList;for(var a in Pa)n.remove(\"mapboxgl-\"+r+\"-anchor-\"+a);n.add(\"mapboxgl-\"+r+\"-anchor-\"+e)}var za,Oa=function(e){function n(n,a){var i=this;if(e.call(this),(n instanceof t.window.HTMLElement||a)&&(n=t.extend({element:n},a)),t.bindAll([\"_update\",\"_onMove\",\"_onUp\",\"_addDragHandler\",\"_onMapClick\",\"_onKeyPress\"],this),this._anchor=n&&n.anchor||\"center\",this._color=n&&n.color||\"#3FB1CE\",this._draggable=n&&n.draggable||!1,this._state=\"inactive\",this._rotation=n&&n.rotation||0,this._rotationAlignment=n&&n.rotationAlignment||\"auto\",this._pitchAlignment=n&&n.pitchAlignment&&\"auto\"!==n.pitchAlignment?n.pitchAlignment:this._rotationAlignment,n&&n.element)this._element=n.element,this._offset=t.Point.convert(n&&n.offset||[0,0]);else{this._defaultMarker=!0,this._element=r.create(\"div\"),this._element.setAttribute(\"aria-label\",\"Map marker\");var o=r.createNS(\"http://www.w3.org/2000/svg\",\"svg\");o.setAttributeNS(null,\"display\",\"block\"),o.setAttributeNS(null,\"height\",\"41px\"),o.setAttributeNS(null,\"width\",\"27px\"),o.setAttributeNS(null,\"viewBox\",\"0 0 27 41\");var s=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");s.setAttributeNS(null,\"stroke\",\"none\"),s.setAttributeNS(null,\"stroke-width\",\"1\"),s.setAttributeNS(null,\"fill\",\"none\"),s.setAttributeNS(null,\"fill-rule\",\"evenodd\");var l=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");l.setAttributeNS(null,\"fill-rule\",\"nonzero\");var c=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");c.setAttributeNS(null,\"transform\",\"translate(3.0, 29.0)\"),c.setAttributeNS(null,\"fill\",\"#000000\");for(var u=0,h=[{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"9.5\",ry:\"4.77275007\"},{rx:\"8.5\",ry:\"4.29549936\"},{rx:\"7.5\",ry:\"3.81822308\"},{rx:\"6.5\",ry:\"3.34094679\"},{rx:\"5.5\",ry:\"2.86367051\"},{rx:\"4.5\",ry:\"2.38636864\"}];u<h.length;u+=1){var f=h[u],p=r.createNS(\"http://www.w3.org/2000/svg\",\"ellipse\");p.setAttributeNS(null,\"opacity\",\"0.04\"),p.setAttributeNS(null,\"cx\",\"10.5\"),p.setAttributeNS(null,\"cy\",\"5.80029008\"),p.setAttributeNS(null,\"rx\",f.rx),p.setAttributeNS(null,\"ry\",f.ry),c.appendChild(p)}var d=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");d.setAttributeNS(null,\"fill\",this._color);var g=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");g.setAttributeNS(null,\"d\",\"M27,13.5 C27,19.074644 20.250001,27.000002 14.75,34.500002 C14.016665,35.500004 12.983335,35.500004 12.25,34.500002 C6.7499993,27.000002 0,19.222562 0,13.5 C0,6.0441559 6.0441559,0 13.5,0 C20.955844,0 27,6.0441559 27,13.5 Z\"),d.appendChild(g);var m=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");m.setAttributeNS(null,\"opacity\",\"0.25\"),m.setAttributeNS(null,\"fill\",\"#000000\");var v=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");v.setAttributeNS(null,\"d\",\"M13.5,0 C6.0441559,0 0,6.0441559 0,13.5 C0,19.222562 6.7499993,27 12.25,34.5 C13,35.522727 14.016664,35.500004 14.75,34.5 C20.250001,27 27,19.074644 27,13.5 C27,6.0441559 20.955844,0 13.5,0 Z M13.5,1 C20.415404,1 26,6.584596 26,13.5 C26,15.898657 24.495584,19.181431 22.220703,22.738281 C19.945823,26.295132 16.705119,30.142167 13.943359,33.908203 C13.743445,34.180814 13.612715,34.322738 13.5,34.441406 C13.387285,34.322738 13.256555,34.180814 13.056641,33.908203 C10.284481,30.127985 7.4148684,26.314159 5.015625,22.773438 C2.6163816,19.232715 1,15.953538 1,13.5 C1,6.584596 6.584596,1 13.5,1 Z\"),m.appendChild(v);var y=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");y.setAttributeNS(null,\"transform\",\"translate(6.0, 7.0)\"),y.setAttributeNS(null,\"fill\",\"#FFFFFF\");var x=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");x.setAttributeNS(null,\"transform\",\"translate(8.0, 8.0)\");var b=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");b.setAttributeNS(null,\"fill\",\"#000000\"),b.setAttributeNS(null,\"opacity\",\"0.25\"),b.setAttributeNS(null,\"cx\",\"5.5\"),b.setAttributeNS(null,\"cy\",\"5.5\"),b.setAttributeNS(null,\"r\",\"5.4999962\");var _=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");_.setAttributeNS(null,\"fill\",\"#FFFFFF\"),_.setAttributeNS(null,\"cx\",\"5.5\"),_.setAttributeNS(null,\"cy\",\"5.5\"),_.setAttributeNS(null,\"r\",\"5.4999962\"),x.appendChild(b),x.appendChild(_),l.appendChild(c),l.appendChild(d),l.appendChild(m),l.appendChild(y),l.appendChild(x),o.appendChild(l),this._element.appendChild(o),this._offset=t.Point.convert(n&&n.offset||[0,-14])}this._element.classList.add(\"mapboxgl-marker\"),this._element.addEventListener(\"dragstart\",(function(t){t.preventDefault()})),this._element.addEventListener(\"mousedown\",(function(t){t.preventDefault()})),this._element.addEventListener(\"focus\",(function(){var t=i._map.getContainer();t.scrollTop=0,t.scrollLeft=0})),Ia(this._element,this._anchor,\"marker\"),this._popup=null}return e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n,n.prototype.addTo=function(t){return this.remove(),this._map=t,t.getCanvasContainer().appendChild(this._element),t.on(\"move\",this._update),t.on(\"moveend\",this._update),this.setDraggable(this._draggable),this._update(),this._map.on(\"click\",this._onMapClick),this},n.prototype.remove=function(){return this._map&&(this._map.off(\"click\",this._onMapClick),this._map.off(\"move\",this._update),this._map.off(\"moveend\",this._update),this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler),this._map.off(\"mouseup\",this._onUp),this._map.off(\"touchend\",this._onUp),this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),delete this._map),r.remove(this._element),this._popup&&this._popup.remove(),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._popup&&this._popup.setLngLat(this._lngLat),this._update(),this},n.prototype.getElement=function(){return this._element},n.prototype.setPopup=function(t){if(this._popup&&(this._popup.remove(),this._popup=null,this._element.removeEventListener(\"keypress\",this._onKeyPress),this._originalTabIndex||this._element.removeAttribute(\"tabindex\")),t){if(!(\"offset\"in t.options)){var e=Math.sqrt(Math.pow(13.5,2)/2);t.options.offset=this._defaultMarker?{top:[0,0],\"top-left\":[0,0],\"top-right\":[0,0],bottom:[0,-38.1],\"bottom-left\":[e,-1*(24.6+e)],\"bottom-right\":[-e,-1*(24.6+e)],left:[13.5,-24.6],right:[-13.5,-24.6]}:this._offset}this._popup=t,this._lngLat&&this._popup.setLngLat(this._lngLat),this._originalTabIndex=this._element.getAttribute(\"tabindex\"),this._originalTabIndex||this._element.setAttribute(\"tabindex\",\"0\"),this._element.addEventListener(\"keypress\",this._onKeyPress)}return this},n.prototype._onKeyPress=function(t){var e=t.code,r=t.charCode||t.keyCode;\"Space\"!==e&&\"Enter\"!==e&&32!==r&&13!==r||this.togglePopup()},n.prototype._onMapClick=function(t){var e=t.originalEvent.target,r=this._element;this._popup&&(e===r||r.contains(e))&&this.togglePopup()},n.prototype.getPopup=function(){return this._popup},n.prototype.togglePopup=function(){var t=this._popup;return t?(t.isOpen()?t.remove():t.addTo(this._map),this):this},n.prototype._update=function(t){if(this._map){this._map.transform.renderWorldCopies&&(this._lngLat=La(this._lngLat,this._pos,this._map.transform)),this._pos=this._map.project(this._lngLat)._add(this._offset);var e=\"\";\"viewport\"===this._rotationAlignment||\"auto\"===this._rotationAlignment?e=\"rotateZ(\"+this._rotation+\"deg)\":\"map\"===this._rotationAlignment&&(e=\"rotateZ(\"+(this._rotation-this._map.getBearing())+\"deg)\");var n=\"\";\"viewport\"===this._pitchAlignment||\"auto\"===this._pitchAlignment?n=\"rotateX(0deg)\":\"map\"===this._pitchAlignment&&(n=\"rotateX(\"+this._map.getPitch()+\"deg)\"),t&&\"moveend\"!==t.type||(this._pos=this._pos.round()),r.setTransform(this._element,Pa[this._anchor]+\" translate(\"+this._pos.x+\"px, \"+this._pos.y+\"px) \"+n+\" \"+e)}},n.prototype.getOffset=function(){return this._offset},n.prototype.setOffset=function(e){return this._offset=t.Point.convert(e),this._update(),this},n.prototype._onMove=function(e){this._pos=e.point.sub(this._positionDelta),this._lngLat=this._map.unproject(this._pos),this.setLngLat(this._lngLat),this._element.style.pointerEvents=\"none\",\"pending\"===this._state&&(this._state=\"active\",this.fire(new t.Event(\"dragstart\"))),this.fire(new t.Event(\"drag\"))},n.prototype._onUp=function(){this._element.style.pointerEvents=\"auto\",this._positionDelta=null,this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),\"active\"===this._state&&this.fire(new t.Event(\"dragend\")),this._state=\"inactive\"},n.prototype._addDragHandler=function(t){this._element.contains(t.originalEvent.target)&&(t.preventDefault(),this._positionDelta=t.point.sub(this._pos).add(this._offset),this._state=\"pending\",this._map.on(\"mousemove\",this._onMove),this._map.on(\"touchmove\",this._onMove),this._map.once(\"mouseup\",this._onUp),this._map.once(\"touchend\",this._onUp))},n.prototype.setDraggable=function(t){return this._draggable=!!t,this._map&&(t?(this._map.on(\"mousedown\",this._addDragHandler),this._map.on(\"touchstart\",this._addDragHandler)):(this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler))),this},n.prototype.isDraggable=function(){return this._draggable},n.prototype.setRotation=function(t){return this._rotation=t||0,this._update(),this},n.prototype.getRotation=function(){return this._rotation},n.prototype.setRotationAlignment=function(t){return this._rotationAlignment=t||\"auto\",this._update(),this},n.prototype.getRotationAlignment=function(){return this._rotationAlignment},n.prototype.setPitchAlignment=function(t){return this._pitchAlignment=t&&\"auto\"!==t?t:this._rotationAlignment,this._update(),this},n.prototype.getPitchAlignment=function(){return this._pitchAlignment},n}(t.Evented),Da={positionOptions:{enableHighAccuracy:!1,maximumAge:0,timeout:6e3},fitBoundsOptions:{maxZoom:15},trackUserLocation:!1,showAccuracyCircle:!0,showUserLocation:!0},Ra=0,Fa=!1,Ba=function(e){function n(r){e.call(this),this.options=t.extend({},Da,r),t.bindAll([\"_onSuccess\",\"_onError\",\"_onZoom\",\"_finish\",\"_setupUI\",\"_updateCamera\",\"_updateMarker\"],this)}return e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n,n.prototype.onAdd=function(e){var n;return this._map=e,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),n=this._setupUI,void 0!==za?n(za):void 0!==t.window.navigator.permissions?t.window.navigator.permissions.query({name:\"geolocation\"}).then((function(t){n(za=\"denied\"!==t.state)})):n(za=!!t.window.navigator.geolocation),this._container},n.prototype.onRemove=function(){void 0!==this._geolocationWatchID&&(t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0),this.options.showUserLocation&&this._userLocationDotMarker&&this._userLocationDotMarker.remove(),this.options.showAccuracyCircle&&this._accuracyCircleMarker&&this._accuracyCircleMarker.remove(),r.remove(this._container),this._map.off(\"zoom\",this._onZoom),this._map=void 0,Ra=0,Fa=!1},n.prototype._isOutOfMapMaxBounds=function(t){var e=this._map.getMaxBounds(),r=t.coords;return e&&(r.longitude<e.getWest()||r.longitude>e.getEast()||r.latitude<e.getSouth()||r.latitude>e.getNorth())},n.prototype._setErrorState=function(){switch(this._watchState){case\"WAITING_ACTIVE\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"ACTIVE_LOCK\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\");break;case\"BACKGROUND\":this._watchState=\"BACKGROUND_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\")}},n.prototype._onSuccess=function(e){if(this._map){if(this._isOutOfMapMaxBounds(e))return this._setErrorState(),this.fire(new t.Event(\"outofmaxbounds\",e)),this._updateMarker(),void this._finish();if(this.options.trackUserLocation)switch(this._lastKnownPosition=e,this._watchState){case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"BACKGROUND\":case\"BACKGROUND_ERROR\":this._watchState=\"BACKGROUND\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\")}this.options.showUserLocation&&\"OFF\"!==this._watchState&&this._updateMarker(e),this.options.trackUserLocation&&\"ACTIVE_LOCK\"!==this._watchState||this._updateCamera(e),this.options.showUserLocation&&this._dotElement.classList.remove(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"geolocate\",e)),this._finish()}},n.prototype._updateCamera=function(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude),n=e.coords.accuracy,a=this._map.getBearing(),i=t.extend({bearing:a},this.options.fitBoundsOptions);this._map.fitBounds(r.toBounds(n),i,{geolocateSource:!0})},n.prototype._updateMarker=function(e){if(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude);this._accuracyCircleMarker.setLngLat(r).addTo(this._map),this._userLocationDotMarker.setLngLat(r).addTo(this._map),this._accuracy=e.coords.accuracy,this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()}else this._userLocationDotMarker.remove(),this._accuracyCircleMarker.remove()},n.prototype._updateCircleRadius=function(){var t=this._map._container.clientHeight/2,e=this._map.unproject([0,t]),r=this._map.unproject([1,t]),n=e.distanceTo(r),a=Math.ceil(2*this._accuracy/n);this._circleElement.style.width=a+\"px\",this._circleElement.style.height=a+\"px\"},n.prototype._onZoom=function(){this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()},n.prototype._onError=function(e){if(this._map){if(this.options.trackUserLocation)if(1===e.code){this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.disabled=!0;var r=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.title=r,this._geolocateButton.setAttribute(\"aria-label\",r),void 0!==this._geolocationWatchID&&this._clearWatch()}else{if(3===e.code&&Fa)return;this._setErrorState()}\"OFF\"!==this._watchState&&this.options.showUserLocation&&this._dotElement.classList.add(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"error\",e)),this._finish()}},n.prototype._finish=function(){this._timeoutId&&clearTimeout(this._timeoutId),this._timeoutId=void 0},n.prototype._setupUI=function(e){var n=this;if(this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this._geolocateButton=r.create(\"button\",\"mapboxgl-ctrl-geolocate\",this._container),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._geolocateButton).setAttribute(\"aria-hidden\",!0),this._geolocateButton.type=\"button\",!1===e){t.warnOnce(\"Geolocation support is not available so the GeolocateControl will be disabled.\");var a=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.disabled=!0,this._geolocateButton.title=a,this._geolocateButton.setAttribute(\"aria-label\",a)}else{var i=this._map._getUIString(\"GeolocateControl.FindMyLocation\");this._geolocateButton.title=i,this._geolocateButton.setAttribute(\"aria-label\",i)}this.options.trackUserLocation&&(this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this._watchState=\"OFF\"),this.options.showUserLocation&&(this._dotElement=r.create(\"div\",\"mapboxgl-user-location-dot\"),this._userLocationDotMarker=new Oa(this._dotElement),this._circleElement=r.create(\"div\",\"mapboxgl-user-location-accuracy-circle\"),this._accuracyCircleMarker=new Oa({element:this._circleElement,pitchAlignment:\"map\"}),this.options.trackUserLocation&&(this._watchState=\"OFF\"),this._map.on(\"zoom\",this._onZoom)),this._geolocateButton.addEventListener(\"click\",this.trigger.bind(this)),this._setup=!0,this.options.trackUserLocation&&this._map.on(\"movestart\",(function(e){e.geolocateSource||\"ACTIVE_LOCK\"!==n._watchState||e.originalEvent&&\"resize\"===e.originalEvent.type||(n._watchState=\"BACKGROUND\",n._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\"),n._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),n.fire(new t.Event(\"trackuserlocationend\")))}))},n.prototype.trigger=function(){if(!this._setup)return t.warnOnce(\"Geolocate control triggered before added to a map\"),!1;if(this.options.trackUserLocation){switch(this._watchState){case\"OFF\":this._watchState=\"WAITING_ACTIVE\",this.fire(new t.Event(\"trackuserlocationstart\"));break;case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":case\"BACKGROUND_ERROR\":Ra--,Fa=!1,this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this.fire(new t.Event(\"trackuserlocationend\"));break;case\"BACKGROUND\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._lastKnownPosition&&this._updateCamera(this._lastKnownPosition),this.fire(new t.Event(\"trackuserlocationstart\"))}switch(this._watchState){case\"WAITING_ACTIVE\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_LOCK\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"BACKGROUND\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\");break;case\"BACKGROUND_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\")}if(\"OFF\"===this._watchState&&void 0!==this._geolocationWatchID)this._clearWatch();else if(void 0===this._geolocationWatchID){var e;this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"true\"),++Ra>1?(e={maximumAge:6e5,timeout:0},Fa=!0):(e=this.options.positionOptions,Fa=!1),this._geolocationWatchID=t.window.navigator.geolocation.watchPosition(this._onSuccess,this._onError,e)}}else t.window.navigator.geolocation.getCurrentPosition(this._onSuccess,this._onError,this.options.positionOptions),this._timeoutId=setTimeout(this._finish,1e4);return!0},n.prototype._clearWatch=function(){t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0,this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this.options.showUserLocation&&this._updateMarker(null)},n}(t.Evented),Na={maxWidth:100,unit:\"metric\"},ja=function(e){this.options=t.extend({},Na,e),t.bindAll([\"_onMove\",\"setUnit\"],this)};function Ua(t,e,r){var n=r&&r.maxWidth||100,a=t._container.clientHeight/2,i=t.unproject([0,a]),o=t.unproject([n,a]),s=i.distanceTo(o);if(r&&\"imperial\"===r.unit){var l=3.2808*s;l>5280?Va(e,n,l/5280,t._getUIString(\"ScaleControl.Miles\")):Va(e,n,l,t._getUIString(\"ScaleControl.Feet\"))}else r&&\"nautical\"===r.unit?Va(e,n,s/1852,t._getUIString(\"ScaleControl.NauticalMiles\")):s>=1e3?Va(e,n,s/1e3,t._getUIString(\"ScaleControl.Kilometers\")):Va(e,n,s,t._getUIString(\"ScaleControl.Meters\"))}function Va(t,e,r,n){var a,i,o,s=(a=r,(i=Math.pow(10,(\"\"+Math.floor(a)).length-1))*(o=(o=a/i)>=10?10:o>=5?5:o>=3?3:o>=2?2:o>=1?1:function(t){var e=Math.pow(10,Math.ceil(-Math.log(t)/Math.LN10));return Math.round(t*e)/e}(o)));t.style.width=e*(s/r)+\"px\",t.innerHTML=s+\"&nbsp;\"+n}ja.prototype.getDefaultPosition=function(){return\"bottom-left\"},ja.prototype._onMove=function(){Ua(this._map,this._container,this.options)},ja.prototype.onAdd=function(t){return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-scale\",t.getContainer()),this._map.on(\"move\",this._onMove),this._onMove(),this._container},ja.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"move\",this._onMove),this._map=void 0},ja.prototype.setUnit=function(t){this.options.unit=t,Ua(this._map,this._container,this.options)};var qa=function(e){this._fullscreen=!1,e&&e.container&&(e.container instanceof t.window.HTMLElement?this._container=e.container:t.warnOnce(\"Full screen control 'container' must be a DOM element.\")),t.bindAll([\"_onClickFullscreen\",\"_changeIcon\"],this),\"onfullscreenchange\"in t.window.document?this._fullscreenchange=\"fullscreenchange\":\"onmozfullscreenchange\"in t.window.document?this._fullscreenchange=\"mozfullscreenchange\":\"onwebkitfullscreenchange\"in t.window.document?this._fullscreenchange=\"webkitfullscreenchange\":\"onmsfullscreenchange\"in t.window.document&&(this._fullscreenchange=\"MSFullscreenChange\")};qa.prototype.onAdd=function(e){return this._map=e,this._container||(this._container=this._map.getContainer()),this._controlContainer=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._checkFullscreenSupport()?this._setupUI():(this._controlContainer.style.display=\"none\",t.warnOnce(\"This device does not support fullscreen mode.\")),this._controlContainer},qa.prototype.onRemove=function(){r.remove(this._controlContainer),this._map=null,t.window.document.removeEventListener(this._fullscreenchange,this._changeIcon)},qa.prototype._checkFullscreenSupport=function(){return!!(t.window.document.fullscreenEnabled||t.window.document.mozFullScreenEnabled||t.window.document.msFullscreenEnabled||t.window.document.webkitFullscreenEnabled)},qa.prototype._setupUI=function(){var e=this._fullscreenButton=r.create(\"button\",\"mapboxgl-ctrl-fullscreen\",this._controlContainer);r.create(\"span\",\"mapboxgl-ctrl-icon\",e).setAttribute(\"aria-hidden\",!0),e.type=\"button\",this._updateTitle(),this._fullscreenButton.addEventListener(\"click\",this._onClickFullscreen),t.window.document.addEventListener(this._fullscreenchange,this._changeIcon)},qa.prototype._updateTitle=function(){var t=this._getTitle();this._fullscreenButton.setAttribute(\"aria-label\",t),this._fullscreenButton.title=t},qa.prototype._getTitle=function(){return this._map._getUIString(this._isFullscreen()?\"FullscreenControl.Exit\":\"FullscreenControl.Enter\")},qa.prototype._isFullscreen=function(){return this._fullscreen},qa.prototype._changeIcon=function(){(t.window.document.fullscreenElement||t.window.document.mozFullScreenElement||t.window.document.webkitFullscreenElement||t.window.document.msFullscreenElement)===this._container!==this._fullscreen&&(this._fullscreen=!this._fullscreen,this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-shrink\"),this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-fullscreen\"),this._updateTitle())},qa.prototype._onClickFullscreen=function(){this._isFullscreen()?t.window.document.exitFullscreen?t.window.document.exitFullscreen():t.window.document.mozCancelFullScreen?t.window.document.mozCancelFullScreen():t.window.document.msExitFullscreen?t.window.document.msExitFullscreen():t.window.document.webkitCancelFullScreen&&t.window.document.webkitCancelFullScreen():this._container.requestFullscreen?this._container.requestFullscreen():this._container.mozRequestFullScreen?this._container.mozRequestFullScreen():this._container.msRequestFullscreen?this._container.msRequestFullscreen():this._container.webkitRequestFullscreen&&this._container.webkitRequestFullscreen()};var Ha={closeButton:!0,closeOnClick:!0,className:\"\",maxWidth:\"240px\"},Ga=function(e){function n(r){e.call(this),this.options=t.extend(Object.create(Ha),r),t.bindAll([\"_update\",\"_onClose\",\"remove\",\"_onMouseMove\",\"_onMouseUp\",\"_onDrag\"],this)}return e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n,n.prototype.addTo=function(e){return this._map&&this.remove(),this._map=e,this.options.closeOnClick&&this._map.on(\"click\",this._onClose),this.options.closeOnMove&&this._map.on(\"move\",this._onClose),this._map.on(\"remove\",this.remove),this._update(),this._trackPointer?(this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"mouseup\",this._onMouseUp),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")):this._map.on(\"move\",this._update),this.fire(new t.Event(\"open\")),this},n.prototype.isOpen=function(){return!!this._map},n.prototype.remove=function(){return this._content&&r.remove(this._content),this._container&&(r.remove(this._container),delete this._container),this._map&&(this._map.off(\"move\",this._update),this._map.off(\"move\",this._onClose),this._map.off(\"click\",this._onClose),this._map.off(\"remove\",this.remove),this._map.off(\"mousemove\",this._onMouseMove),this._map.off(\"mouseup\",this._onMouseUp),this._map.off(\"drag\",this._onDrag),delete this._map),this.fire(new t.Event(\"close\")),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._trackPointer=!1,this._update(),this._map&&(this._map.on(\"move\",this._update),this._map.off(\"mousemove\",this._onMouseMove),this._container&&this._container.classList.remove(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.remove(\"mapboxgl-track-pointer\")),this},n.prototype.trackPointer=function(){return this._trackPointer=!0,this._pos=null,this._update(),this._map&&(this._map.off(\"move\",this._update),this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"drag\",this._onDrag),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")),this},n.prototype.getElement=function(){return this._container},n.prototype.setText=function(e){return this.setDOMContent(t.window.document.createTextNode(e))},n.prototype.setHTML=function(e){var r,n=t.window.document.createDocumentFragment(),a=t.window.document.createElement(\"body\");for(a.innerHTML=e;r=a.firstChild;)n.appendChild(r);return this.setDOMContent(n)},n.prototype.getMaxWidth=function(){return this._container&&this._container.style.maxWidth},n.prototype.setMaxWidth=function(t){return this.options.maxWidth=t,this._update(),this},n.prototype.setDOMContent=function(t){return this._createContent(),this._content.appendChild(t),this._update(),this},n.prototype.addClassName=function(t){this._container&&this._container.classList.add(t)},n.prototype.removeClassName=function(t){this._container&&this._container.classList.remove(t)},n.prototype.toggleClassName=function(t){if(this._container)return this._container.classList.toggle(t)},n.prototype._createContent=function(){this._content&&r.remove(this._content),this._content=r.create(\"div\",\"mapboxgl-popup-content\",this._container),this.options.closeButton&&(this._closeButton=r.create(\"button\",\"mapboxgl-popup-close-button\",this._content),this._closeButton.type=\"button\",this._closeButton.setAttribute(\"aria-label\",\"Close popup\"),this._closeButton.innerHTML=\"&#215;\",this._closeButton.addEventListener(\"click\",this._onClose))},n.prototype._onMouseUp=function(t){this._update(t.point)},n.prototype._onMouseMove=function(t){this._update(t.point)},n.prototype._onDrag=function(t){this._update(t.point)},n.prototype._update=function(e){var n=this;if(this._map&&(this._lngLat||this._trackPointer)&&this._content&&(this._container||(this._container=r.create(\"div\",\"mapboxgl-popup\",this._map.getContainer()),this._tip=r.create(\"div\",\"mapboxgl-popup-tip\",this._container),this._container.appendChild(this._content),this.options.className&&this.options.className.split(\" \").forEach((function(t){return n._container.classList.add(t)})),this._trackPointer&&this._container.classList.add(\"mapboxgl-popup-track-pointer\")),this.options.maxWidth&&this._container.style.maxWidth!==this.options.maxWidth&&(this._container.style.maxWidth=this.options.maxWidth),this._map.transform.renderWorldCopies&&!this._trackPointer&&(this._lngLat=La(this._lngLat,this._pos,this._map.transform)),!this._trackPointer||e)){var a=this._pos=this._trackPointer&&e?e:this._map.project(this._lngLat),i=this.options.anchor,o=function e(r){if(r){if(\"number\"==typeof r){var n=Math.round(Math.sqrt(.5*Math.pow(r,2)));return{center:new t.Point(0,0),top:new t.Point(0,r),\"top-left\":new t.Point(n,n),\"top-right\":new t.Point(-n,n),bottom:new t.Point(0,-r),\"bottom-left\":new t.Point(n,-n),\"bottom-right\":new t.Point(-n,-n),left:new t.Point(r,0),right:new t.Point(-r,0)}}if(r instanceof t.Point||Array.isArray(r)){var a=t.Point.convert(r);return{center:a,top:a,\"top-left\":a,\"top-right\":a,bottom:a,\"bottom-left\":a,\"bottom-right\":a,left:a,right:a}}return{center:t.Point.convert(r.center||[0,0]),top:t.Point.convert(r.top||[0,0]),\"top-left\":t.Point.convert(r[\"top-left\"]||[0,0]),\"top-right\":t.Point.convert(r[\"top-right\"]||[0,0]),bottom:t.Point.convert(r.bottom||[0,0]),\"bottom-left\":t.Point.convert(r[\"bottom-left\"]||[0,0]),\"bottom-right\":t.Point.convert(r[\"bottom-right\"]||[0,0]),left:t.Point.convert(r.left||[0,0]),right:t.Point.convert(r.right||[0,0])}}return e(new t.Point(0,0))}(this.options.offset);if(!i){var s,l=this._container.offsetWidth,c=this._container.offsetHeight;s=a.y+o.bottom.y<c?[\"top\"]:a.y>this._map.transform.height-c?[\"bottom\"]:[],a.x<l/2?s.push(\"left\"):a.x>this._map.transform.width-l/2&&s.push(\"right\"),i=0===s.length?\"bottom\":s.join(\"-\")}var u=a.add(o[i]).round();r.setTransform(this._container,Pa[i]+\" translate(\"+u.x+\"px,\"+u.y+\"px)\"),Ia(this._container,i,\"popup\")}},n.prototype._onClose=function(){this.remove()},n}(t.Evented),Ya={version:t.version,supported:e,setRTLTextPlugin:t.setRTLTextPlugin,getRTLTextPluginStatus:t.getRTLTextPluginStatus,Map:Ma,NavigationControl:Ea,GeolocateControl:Ba,AttributionControl:va,ScaleControl:ja,FullscreenControl:qa,Popup:Ga,Marker:Oa,Style:qe,LngLat:t.LngLat,LngLatBounds:t.LngLatBounds,Point:t.Point,MercatorCoordinate:t.MercatorCoordinate,Evented:t.Evented,config:t.config,prewarm:function(){Bt().acquire(Ot)},clearPrewarmedResources:function(){var t=Rt;t&&(t.isPreloaded()&&1===t.numActive()?(t.release(Ot),Rt=null):console.warn(\"Could not clear WebWorkers since there are active Map instances that still reference it. The pre-warmed WebWorker pool can only be cleared when all map instances have been removed with map.remove()\"))},get accessToken(){return t.config.ACCESS_TOKEN},set accessToken(e){t.config.ACCESS_TOKEN=e},get baseApiUrl(){return t.config.API_URL},set baseApiUrl(e){t.config.API_URL=e},get workerCount(){return Dt.workerCount},set workerCount(t){Dt.workerCount=t},get maxParallelImageRequests(){return t.config.MAX_PARALLEL_IMAGE_REQUESTS},set maxParallelImageRequests(e){t.config.MAX_PARALLEL_IMAGE_REQUESTS=e},clearStorage:function(e){t.clearTileCache(e)},workerUrl:\"\"};return Ya})),r}))},{}],431:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=1<<t+1,r=new Array(e),n=0;n<e;++n)r[n]=i(t,n);return r};var n=t(\"convex-hull\");function a(t,e,r){for(var n=new Array(t),a=0;a<t;++a)n[a]=0,a===e&&(n[a]+=.5),a===r&&(n[a]+=.5);return n}function i(t,e){if(0===e||e===(1<<t+1)-1)return[];for(var r=[],i=[],o=0;o<=t;++o)if(e&1<<o){r.push(a(t,o-1,o-1)),i.push(null);for(var s=0;s<=t;++s)~e&1<<s&&(r.push(a(t,o-1,s-1)),i.push([o,s]))}var l=n(r),c=[];t:for(o=0;o<l.length;++o){var u=l[o],h=[];for(s=0;s<u.length;++s){if(!i[u[s]])continue t;h.push(i[u[s]].slice())}c.push(h)}return c}},{\"convex-hull\":132}],432:[function(t,e,r){var n=t(\"./normalize\"),a=t(\"gl-mat4/create\"),i=t(\"gl-mat4/clone\"),o=t(\"gl-mat4/determinant\"),s=t(\"gl-mat4/invert\"),l=t(\"gl-mat4/transpose\"),c={length:t(\"gl-vec3/length\"),normalize:t(\"gl-vec3/normalize\"),dot:t(\"gl-vec3/dot\"),cross:t(\"gl-vec3/cross\")},u=a(),h=a(),f=[0,0,0,0],p=[[0,0,0],[0,0,0],[0,0,0]],d=[0,0,0];function g(t,e,r,n,a){t[0]=e[0]*n+r[0]*a,t[1]=e[1]*n+r[1]*a,t[2]=e[2]*n+r[2]*a}e.exports=function(t,e,r,a,m,v){if(e||(e=[0,0,0]),r||(r=[0,0,0]),a||(a=[0,0,0]),m||(m=[0,0,0,1]),v||(v=[0,0,0,1]),!n(u,t))return!1;if(i(h,u),h[3]=0,h[7]=0,h[11]=0,h[15]=1,Math.abs(o(h)<1e-8))return!1;var y,x,b,_,w,T,k,M=u[3],A=u[7],S=u[11],E=u[12],C=u[13],L=u[14],P=u[15];if(0!==M||0!==A||0!==S){if(f[0]=M,f[1]=A,f[2]=S,f[3]=P,!s(h,h))return!1;l(h,h),y=m,b=h,_=(x=f)[0],w=x[1],T=x[2],k=x[3],y[0]=b[0]*_+b[4]*w+b[8]*T+b[12]*k,y[1]=b[1]*_+b[5]*w+b[9]*T+b[13]*k,y[2]=b[2]*_+b[6]*w+b[10]*T+b[14]*k,y[3]=b[3]*_+b[7]*w+b[11]*T+b[15]*k}else m[0]=m[1]=m[2]=0,m[3]=1;if(e[0]=E,e[1]=C,e[2]=L,function(t,e){t[0][0]=e[0],t[0][1]=e[1],t[0][2]=e[2],t[1][0]=e[4],t[1][1]=e[5],t[1][2]=e[6],t[2][0]=e[8],t[2][1]=e[9],t[2][2]=e[10]}(p,u),r[0]=c.length(p[0]),c.normalize(p[0],p[0]),a[0]=c.dot(p[0],p[1]),g(p[1],p[1],p[0],1,-a[0]),r[1]=c.length(p[1]),c.normalize(p[1],p[1]),a[0]/=r[1],a[1]=c.dot(p[0],p[2]),g(p[2],p[2],p[0],1,-a[1]),a[2]=c.dot(p[1],p[2]),g(p[2],p[2],p[1],1,-a[2]),r[2]=c.length(p[2]),c.normalize(p[2],p[2]),a[1]/=r[2],a[2]/=r[2],c.cross(d,p[1],p[2]),c.dot(p[0],d)<0)for(var I=0;I<3;I++)r[I]*=-1,p[I][0]*=-1,p[I][1]*=-1,p[I][2]*=-1;return v[0]=.5*Math.sqrt(Math.max(1+p[0][0]-p[1][1]-p[2][2],0)),v[1]=.5*Math.sqrt(Math.max(1-p[0][0]+p[1][1]-p[2][2],0)),v[2]=.5*Math.sqrt(Math.max(1-p[0][0]-p[1][1]+p[2][2],0)),v[3]=.5*Math.sqrt(Math.max(1+p[0][0]+p[1][1]+p[2][2],0)),p[2][1]>p[1][2]&&(v[0]=-v[0]),p[0][2]>p[2][0]&&(v[1]=-v[1]),p[1][0]>p[0][1]&&(v[2]=-v[2]),!0}},{\"./normalize\":433,\"gl-mat4/clone\":270,\"gl-mat4/create\":271,\"gl-mat4/determinant\":272,\"gl-mat4/invert\":276,\"gl-mat4/transpose\":287,\"gl-vec3/cross\":338,\"gl-vec3/dot\":343,\"gl-vec3/length\":353,\"gl-vec3/normalize\":360}],433:[function(t,e,r){e.exports=function(t,e){var r=e[15];if(0===r)return!1;for(var n=1/r,a=0;a<16;a++)t[a]=e[a]*n;return!0}},{}],434:[function(t,e,r){var n=t(\"gl-vec3/lerp\"),a=t(\"mat4-recompose\"),i=t(\"mat4-decompose\"),o=t(\"gl-mat4/determinant\"),s=t(\"quat-slerp\"),l=h(),c=h(),u=h();function h(){return{translate:f(),scale:f(1),skew:f(),perspective:[0,0,0,1],quaternion:[0,0,0,1]}}function f(t){return[t||0,t||0,t||0]}e.exports=function(t,e,r,h){if(0===o(e)||0===o(r))return!1;var f=i(e,l.translate,l.scale,l.skew,l.perspective,l.quaternion),p=i(r,c.translate,c.scale,c.skew,c.perspective,c.quaternion);return!(!f||!p)&&(n(u.translate,l.translate,c.translate,h),n(u.skew,l.skew,c.skew,h),n(u.scale,l.scale,c.scale,h),n(u.perspective,l.perspective,c.perspective,h),s(u.quaternion,l.quaternion,c.quaternion,h),a(t,u.translate,u.scale,u.skew,u.perspective,u.quaternion),!0)}},{\"gl-mat4/determinant\":272,\"gl-vec3/lerp\":354,\"mat4-decompose\":432,\"mat4-recompose\":435,\"quat-slerp\":488}],435:[function(t,e,r){var n={identity:t(\"gl-mat4/identity\"),translate:t(\"gl-mat4/translate\"),multiply:t(\"gl-mat4/multiply\"),create:t(\"gl-mat4/create\"),scale:t(\"gl-mat4/scale\"),fromRotationTranslation:t(\"gl-mat4/fromRotationTranslation\")},a=(n.create(),n.create());e.exports=function(t,e,r,i,o,s){return n.identity(t),n.fromRotationTranslation(t,s,e),t[3]=o[0],t[7]=o[1],t[11]=o[2],t[15]=o[3],n.identity(a),0!==i[2]&&(a[9]=i[2],n.multiply(t,t,a)),0!==i[1]&&(a[9]=0,a[8]=i[1],n.multiply(t,t,a)),0!==i[0]&&(a[8]=0,a[4]=i[0],n.multiply(t,t,a)),n.scale(t,t,r),t}},{\"gl-mat4/create\":271,\"gl-mat4/fromRotationTranslation\":274,\"gl-mat4/identity\":275,\"gl-mat4/multiply\":278,\"gl-mat4/scale\":285,\"gl-mat4/translate\":286}],436:[function(t,e,r){\"use strict\";e.exports=Math.log2||function(t){return Math.log(t)*Math.LOG2E}},{}],437:[function(t,e,r){\"use strict\";var n=t(\"binary-search-bounds\"),a=t(\"mat4-interpolate\"),i=t(\"gl-mat4/invert\"),o=t(\"gl-mat4/rotateX\"),s=t(\"gl-mat4/rotateY\"),l=t(\"gl-mat4/rotateZ\"),c=t(\"gl-mat4/lookAt\"),u=t(\"gl-mat4/translate\"),h=(t(\"gl-mat4/scale\"),t(\"gl-vec3/normalize\")),f=[0,0,0];function p(t){this._components=t.slice(),this._time=[0],this.prevMatrix=t.slice(),this.nextMatrix=t.slice(),this.computedMatrix=t.slice(),this.computedInverse=t.slice(),this.computedEye=[0,0,0],this.computedUp=[0,0,0],this.computedCenter=[0,0,0],this.computedRadius=[0],this._limits=[-1/0,1/0]}e.exports=function(t){return new p((t=t||{}).matrix||[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1])};var d=p.prototype;d.recalcMatrix=function(t){var e=this._time,r=n.le(e,t),o=this.computedMatrix;if(!(r<0)){var s=this._components;if(r===e.length-1)for(var l=16*r,c=0;c<16;++c)o[c]=s[l++];else{var u=e[r+1]-e[r],f=(l=16*r,this.prevMatrix),p=!0;for(c=0;c<16;++c)f[c]=s[l++];var d=this.nextMatrix;for(c=0;c<16;++c)d[c]=s[l++],p=p&&f[c]===d[c];if(u<1e-6||p)for(c=0;c<16;++c)o[c]=f[c];else a(o,f,d,(t-e[r])/u)}var g=this.computedUp;g[0]=o[1],g[1]=o[5],g[2]=o[9],h(g,g);var m=this.computedInverse;i(m,o);var v=this.computedEye,y=m[15];v[0]=m[12]/y,v[1]=m[13]/y,v[2]=m[14]/y;var x=this.computedCenter,b=Math.exp(this.computedRadius[0]);for(c=0;c<3;++c)x[c]=v[c]-o[2+4*c]*b}},d.idle=function(t){if(!(t<this.lastT())){for(var e=this._components,r=e.length-16,n=0;n<16;++n)e.push(e[r++]);this._time.push(t)}},d.flush=function(t){var e=n.gt(this._time,t)-2;e<0||(this._time.splice(0,e),this._components.splice(0,16*e))},d.lastT=function(){return this._time[this._time.length-1]},d.lookAt=function(t,e,r,n){this.recalcMatrix(t),e=e||this.computedEye,r=r||f,n=n||this.computedUp,this.setMatrix(t,c(this.computedMatrix,e,r,n));for(var a=0,i=0;i<3;++i)a+=Math.pow(r[i]-e[i],2);a=Math.log(Math.sqrt(a)),this.computedRadius[0]=a},d.rotate=function(t,e,r,n){this.recalcMatrix(t);var a=this.computedInverse;e&&s(a,a,e),r&&o(a,a,r),n&&l(a,a,n),this.setMatrix(t,i(this.computedMatrix,a))};var g=[0,0,0];d.pan=function(t,e,r,n){g[0]=-(e||0),g[1]=-(r||0),g[2]=-(n||0),this.recalcMatrix(t);var 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+       "/*\n",
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+       "(c) Sindre Sorhus\n",
+       "@license MIT\n",
+       "*/\n",
+       "\"use strict\";var n=Object.getOwnPropertySymbols,a=Object.prototype.hasOwnProperty,i=Object.prototype.propertyIsEnumerable;function o(t){if(null==t)throw new TypeError(\"Object.assign cannot be called with null or undefined\");return Object(t)}e.exports=function(){try{if(!Object.assign)return!1;var t=new String(\"abc\");if(t[5]=\"de\",\"5\"===Object.getOwnPropertyNames(t)[0])return!1;for(var e={},r=0;r<10;r++)e[\"_\"+String.fromCharCode(r)]=r;if(\"0123456789\"!==Object.getOwnPropertyNames(e).map((function(t){return e[t]})).join(\"\"))return!1;var n={};return\"abcdefghijklmnopqrst\".split(\"\").forEach((function(t){n[t]=t})),\"abcdefghijklmnopqrst\"===Object.keys(Object.assign({},n)).join(\"\")}catch(t){return!1}}()?Object.assign:function(t,e){for(var r,s,l=o(t),c=1;c<arguments.length;c++){for(var u in r=Object(arguments[c]))a.call(r,u)&&(l[u]=r[u]);if(n){s=n(r);for(var h=0;h<s.length;h++)i.call(r,s[h])&&(l[s[h]]=r[s[h]])}}return l}},{}],460:[function(t,e,r){\"use 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a=this.computedMatrix,i=a[0],o=a[4],s=a[8],u=a[1],h=a[5],f=a[9],p=a[2],d=a[6],g=a[10],m=e*i+r*u,v=e*o+r*h,y=e*s+r*f,x=-(d*y-g*v),b=-(g*m-p*y),_=-(p*v-d*m),w=Math.sqrt(Math.max(0,1-Math.pow(x,2)-Math.pow(b,2)-Math.pow(_,2))),T=c(x,b,_,w);T>1e-6?(x/=T,b/=T,_/=T,w/=T):(x=b=_=0,w=1);var k=this.computedRotation,M=k[0],A=k[1],S=k[2],E=k[3],C=M*w+E*x+A*_-S*b,L=A*w+E*b+S*x-M*_,P=S*w+E*_+M*b-A*x,I=E*w-M*x-A*b-S*_;if(n){x=p,b=d,_=g;var z=Math.sin(n)/l(x,b,_);x*=z,b*=z,_*=z,I=I*(w=Math.cos(e))-(C=C*w+I*x+L*_-P*b)*x-(L=L*w+I*b+P*x-C*_)*b-(P=P*w+I*_+C*b-L*x)*_}var O=c(C,L,P,I);O>1e-6?(C/=O,L/=O,P/=O,I/=O):(C=L=P=0,I=1),this.rotation.set(t,C,L,P,I)},f.lookAt=function(t,e,r,n){this.recalcMatrix(t),r=r||this.computedCenter,e=e||this.computedEye,n=n||this.computedUp;var i=this.computedMatrix;a(i,e,r,n);var o=this.computedRotation;s(o,i[0],i[1],i[2],i[4],i[5],i[6],i[8],i[9],i[10]),u(o,o),this.rotation.set(t,o[0],o[1],o[2],o[3]);for(var l=0,c=0;c<3;++c)l+=Math.pow(r[c]-e[c],2);this.radius.set(t,.5*Math.log(Math.max(l,1e-6))),this.center.set(t,r[0],r[1],r[2])},f.translate=function(t,e,r,n){this.center.move(t,e||0,r||0,n||0)},f.setMatrix=function(t,e){var r=this.computedRotation;s(r,e[0],e[1],e[2],e[4],e[5],e[6],e[8],e[9],e[10]),u(r,r),this.rotation.set(t,r[0],r[1],r[2],r[3]);var n=this.computedMatrix;o(n,e);var a=n[15];if(Math.abs(a)>1e-6){var i=n[12]/a,l=n[13]/a,c=n[14]/a;this.recalcMatrix(t);var h=Math.exp(this.computedRadius[0]);this.center.set(t,i-n[2]*h,l-n[6]*h,c-n[10]*h),this.radius.idle(t)}else this.center.idle(t),this.radius.idle(t)},f.setDistance=function(t,e){e>0&&this.radius.set(t,Math.log(e))},f.setDistanceLimits=function(t,e){t=t>0?Math.log(t):-1/0,e=e>0?Math.log(e):1/0,e=Math.max(e,t),this.radius.bounds[0][0]=t,this.radius.bounds[1][0]=e},f.getDistanceLimits=function(t){var e=this.radius.bounds;return 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+       "/*!\n",
+       " * pad-left <https://github.com/jonschlinkert/pad-left>\n",
+       " *\n",
+       " * Copyright (c) 2014-2015, Jon Schlinkert.\n",
+       " * Licensed under the MIT license.\n",
+       " */\n",
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+       "/*\n",
+       " * @copyright 2016 Sean Connelly (@voidqk), http://syntheti.cc\n",
+       " * @license MIT\n",
+       " * @preserve Project Home: https://github.com/voidqk/polybooljs\n",
+       " */\n",
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16*e.offset},divisor:1},direction:{buffer:m,stride:24,offset:0},lineOffset:{buffer:m,stride:24,offset:8},capOffset:{buffer:m,stride:24,offset:16}},primitive:\"triangles\",blend:{enable:!0,color:[0,0,0,0],equation:{rgb:\"add\",alpha:\"add\"},func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},depth:{enable:!1},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\"),stencil:!1,instances:t.prop(\"count\"),count:f.length}),s(b,{update:T,draw:_,destroy:k,regl:t,gl:v,canvas:v.canvas,groups:x}),b;function b(t){t?T(t):null===t&&k(),_()}function _(e){if(\"number\"==typeof e)return w(e);e&&!Array.isArray(e)&&(e=[e]),t._refresh(),x.forEach((function(t,r){t&&(e&&(e[r]?t.draw=!0:t.draw=!1),t.draw?w(r):t.draw=!0)}))}function w(t){\"number\"==typeof t&&(t=x[t]),null!=t&&t&&t.count&&t.color&&t.opacity&&t.positions&&t.positions.length>1&&(t.scaleRatio=[t.scale[0]*t.viewport.width,t.scale[1]*t.viewport.height],r(t),t.after&&t.after(t))}function T(t){if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var e=0,r=0;if(b.groups=x=t.map((function(t,c){var u=x[c];return t?(\"function\"==typeof t?t={after:t}:\"number\"==typeof t[0]&&(t={positions:t}),t=o(t,{color:\"color colors fill\",capSize:\"capSize cap capsize cap-size\",lineWidth:\"lineWidth line-width width line thickness\",opacity:\"opacity alpha\",range:\"range dataBox\",viewport:\"viewport viewBox\",errors:\"errors error\",positions:\"positions position data points\"}),u||(x[c]=u={id:c,scale:null,translate:null,scaleFract:null,translateFract:null,draw:!0},t=s({},y,t)),i(u,t,[{lineWidth:function(t){return.5*+t},capSize:function(t){return.5*+t},opacity:parseFloat,errors:function(t){return t=l(t),r+=t.length,t},positions:function(t,r){return t=l(t,\"float64\"),r.count=Math.floor(t.length/2),r.bounds=n(t,2),r.offset=e,e+=r.count,t}},{color:function(t,e){var r=e.count;if(t||(t=\"transparent\"),!Array.isArray(t)||\"number\"==typeof t[0]){var n=t;t=Array(r);for(var i=0;i<r;i++)t[i]=n}if(t.length<r)throw Error(\"Not enough colors\");for(var o=new Uint8Array(4*r),s=0;s<r;s++){var l=a(t[s],\"uint8\");o.set(l,4*s)}return o},range:function(t,e,r){var n=e.bounds;return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=h(e.scale),e.translateFract=h(e.translate),t},viewport:function(t){var e;return Array.isArray(t)?e={x:t[0],y:t[1],width:t[2]-t[0],height:t[3]-t[1]}:t?(e={x:t.x||t.left||0,y:t.y||t.top||0},t.right?e.width=t.right-e.x:e.width=t.w||t.width||0,t.bottom?e.height=t.bottom-e.y:e.height=t.h||t.height||0):e={x:0,y:0,width:v.drawingBufferWidth,height:v.drawingBufferHeight},e}}]),u):u})),e||r){var f=x.reduce((function(t,e,r){return t+(e?e.count:0)}),0),m=new Float64Array(2*f),_=new Uint8Array(4*f),w=new Float32Array(4*f);x.forEach((function(t,e){if(t){var r=t.positions,n=t.count,a=t.offset,i=t.color,o=t.errors;n&&(_.set(i,4*a),w.set(o,4*a),m.set(r,2*a))}})),c(u(m)),p(h(m)),d(_),g(w)}}}function k(){c.destroy(),p.destroy(),d.destroy(),g.destroy(),m.destroy()}};var f=[[1,0,0,1,0,0],[1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,1,0,0],[1,0,0,1,0,0],[1,0,-1,0,0,1],[1,0,-1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,1],[1,0,-1,0,0,1],[-1,0,-1,0,0,1],[-1,0,-1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,1],[-1,0,-1,0,0,1],[0,1,1,0,0,0],[0,1,-1,0,0,0],[0,-1,-1,0,0,0],[0,-1,-1,0,0,0],[0,1,1,0,0,0],[0,-1,1,0,0,0],[0,1,0,-1,1,0],[0,1,0,-1,-1,0],[0,1,0,1,-1,0],[0,1,0,1,1,0],[0,1,0,-1,1,0],[0,1,0,1,-1,0],[0,-1,0,-1,1,0],[0,-1,0,-1,-1,0],[0,-1,0,1,-1,0],[0,-1,0,1,1,0],[0,-1,0,-1,1,0],[0,-1,0,1,-1,0]]},{\"array-bounds\":68,\"color-normalize\":122,\"flatten-vertex-data\":240,\"object-assign\":459,\"pick-by-alias\":470,\"to-float32\":536,\"update-diff\":558}],496:[function(t,e,r){\"use strict\";var n=t(\"color-normalize\"),a=t(\"array-bounds\"),i=t(\"object-assign\"),o=t(\"glslify\"),s=t(\"pick-by-alias\"),l=t(\"flatten-vertex-data\"),c=t(\"earcut\"),u=t(\"array-normalize\"),h=t(\"to-float32\"),f=h.float32,p=h.fract32,d=t(\"es6-weak-map\"),g=t(\"parse-rect\");function m(t,e){if(!(this instanceof m))return new m(t,e);if(\"function\"==typeof t?(e||(e={}),e.regl=t):e=t,e.length&&(e.positions=e),!(t=e.regl).hasExtension(\"ANGLE_instanced_arrays\"))throw Error(\"regl-error2d: `ANGLE_instanced_arrays` extension should be enabled\");this.gl=t._gl,this.regl=t,this.passes=[],this.shaders=m.shaders.has(t)?m.shaders.get(t):m.shaders.set(t,m.createShaders(t)).get(t),this.update(e)}e.exports=m,m.dashMult=2,m.maxPatternLength=256,m.precisionThreshold=3e6,m.maxPoints=1e4,m.maxLines=2048,m.shaders=new d,m.createShaders=function(t){var e,r=t.buffer({usage:\"static\",type:\"float\",data:[0,1,0,0,1,1,1,0]}),n={primitive:\"triangle strip\",instances:t.prop(\"count\"),count:4,offset:0,uniforms:{miterMode:function(t,e){return\"round\"===e.join?2:1},miterLimit:t.prop(\"miterLimit\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),thickness:t.prop(\"thickness\"),dashPattern:t.prop(\"dashTexture\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),dashSize:t.prop(\"dashLength\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]},depth:t.prop(\"depth\")},blend:{enable:!0,color:[0,0,0,0],equation:{rgb:\"add\",alpha:\"add\"},func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},depth:{enable:function(t,e){return!e.overlay}},stencil:{enable:!1},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\")},a=t(i({vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, aCoordFract, bCoordFract;\\nattribute vec4 color;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvec2 project(vec2 position, vec2 positionFract, vec2 scale, vec2 scaleFract, vec2 translate, vec2 translateFract) {\\n\\t// the order is important\\n\\treturn position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n}\\n\\nvoid main() {\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineOffset = lineTop * 2. - 1.;\\n\\n\\tvec2 diff = (bCoord + bCoordFract - aCoord - aCoordFract);\\n\\ttangent = normalize(diff * scale * viewport.zw);\\n\\tvec2 normal = vec2(-tangent.y, tangent.x);\\n\\n\\tvec2 position = project(aCoord, aCoordFract, scale, scaleFract, translate, translateFract) * lineStart\\n\\t\\t+ project(bCoord, bCoordFract, scale, scaleFract, translate, translateFract) * lineEnd\\n\\n\\t\\t+ thickness * normal * .5 * lineOffset / viewport.zw;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D dashPattern;\\n\\nuniform float dashSize, pixelRatio, thickness, opacity, id;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvoid main() {\\n\\tfloat alpha = 1.;\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashSize) * .5 + .25;\\n\\tfloat dash = texture2D(dashPattern, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},aCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8,divisor:1},bCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:16,divisor:1},color:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1}}},n));try{e=t(i({cull:{enable:!0,face:\"back\"},vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, nextCoord, prevCoord;\\nattribute vec4 aColor, bColor;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, translate;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\nuniform float miterLimit, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 tangent;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nconst float REVERSE_THRESHOLD = -.875;\\nconst float MIN_DIFF = 1e-6;\\n\\n// TODO: possible optimizations: avoid overcalculating all for vertices and calc just one instead\\n// TODO: precalculate dot products, normalize things beforehead etc.\\n// TODO: refactor to rectangular algorithm\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nbool isNaN( float val ){\\n  return ( val < 0.0 || 0.0 < val || val == 0.0 ) ? false : true;\\n}\\n\\nvoid main() {\\n\\tvec2 aCoord = aCoord, bCoord = bCoord, prevCoord = prevCoord, nextCoord = nextCoord;\\n\\n  vec2 adjustedScale;\\n  adjustedScale.x = (abs(scale.x) < MIN_DIFF) ? MIN_DIFF : scale.x;\\n  adjustedScale.y = (abs(scale.y) < MIN_DIFF) ? MIN_DIFF : scale.y;\\n\\n  vec2 scaleRatio = adjustedScale * viewport.zw;\\n\\tvec2 normalWidth = thickness / scaleRatio;\\n\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineBot = 1. - lineTop;\\n\\n\\tfragColor = (lineStart * aColor + lineEnd * bColor) / 255.;\\n\\n\\tif (isNaN(aCoord.x) || isNaN(aCoord.y) || isNaN(bCoord.x) || isNaN(bCoord.y)) return;\\n\\n\\tif (aCoord == prevCoord) prevCoord = aCoord + normalize(bCoord - aCoord);\\n\\tif (bCoord == nextCoord) nextCoord = bCoord - normalize(bCoord - aCoord);\\n\\n\\tvec2 prevDiff = aCoord - prevCoord;\\n\\tvec2 currDiff = bCoord - aCoord;\\n\\tvec2 nextDiff = nextCoord - bCoord;\\n\\n\\tvec2 prevTangent = normalize(prevDiff * scaleRatio);\\n\\tvec2 currTangent = normalize(currDiff * scaleRatio);\\n\\tvec2 nextTangent = normalize(nextDiff * scaleRatio);\\n\\n\\tvec2 prevNormal = vec2(-prevTangent.y, prevTangent.x);\\n\\tvec2 currNormal = vec2(-currTangent.y, currTangent.x);\\n\\tvec2 nextNormal = vec2(-nextTangent.y, nextTangent.x);\\n\\n\\tvec2 startJoinDirection = normalize(prevTangent - currTangent);\\n\\tvec2 endJoinDirection = normalize(currTangent - nextTangent);\\n\\n\\t// collapsed/unidirectional segment cases\\n\\t// FIXME: there should be more elegant solution\\n\\tvec2 prevTanDiff = abs(prevTangent - currTangent);\\n\\tvec2 nextTanDiff = abs(nextTangent - currTangent);\\n\\tif (max(prevTanDiff.x, prevTanDiff.y) < MIN_DIFF) {\\n\\t\\tstartJoinDirection = currNormal;\\n\\t}\\n\\tif (max(nextTanDiff.x, nextTanDiff.y) < MIN_DIFF) {\\n\\t\\tendJoinDirection = currNormal;\\n\\t}\\n\\tif (aCoord == bCoord) {\\n\\t\\tendJoinDirection = startJoinDirection;\\n\\t\\tcurrNormal = prevNormal;\\n\\t\\tcurrTangent = prevTangent;\\n\\t}\\n\\n\\ttangent = currTangent;\\n\\n\\t//calculate join shifts relative to normals\\n\\tfloat startJoinShift = dot(currNormal, startJoinDirection);\\n\\tfloat endJoinShift = dot(currNormal, endJoinDirection);\\n\\n\\tfloat startMiterRatio = abs(1. / startJoinShift);\\n\\tfloat endMiterRatio = abs(1. / endJoinShift);\\n\\n\\tvec2 startJoin = startJoinDirection * startMiterRatio;\\n\\tvec2 endJoin = endJoinDirection * endMiterRatio;\\n\\n\\tvec2 startTopJoin, startBotJoin, endTopJoin, endBotJoin;\\n\\tstartTopJoin = sign(startJoinShift) * startJoin * .5;\\n\\tstartBotJoin = -startTopJoin;\\n\\n\\tendTopJoin = sign(endJoinShift) * endJoin * .5;\\n\\tendBotJoin = -endTopJoin;\\n\\n\\tvec2 aTopCoord = aCoord + normalWidth * startTopJoin;\\n\\tvec2 bTopCoord = bCoord + normalWidth * endTopJoin;\\n\\tvec2 aBotCoord = aCoord + normalWidth * startBotJoin;\\n\\tvec2 bBotCoord = bCoord + normalWidth * endBotJoin;\\n\\n\\t//miter anti-clipping\\n\\tfloat baClipping = distToLine(bCoord, aCoord, aBotCoord) / dot(normalize(normalWidth * endBotJoin), normalize(normalWidth.yx * vec2(-startBotJoin.y, startBotJoin.x)));\\n\\tfloat abClipping = distToLine(aCoord, bCoord, bTopCoord) / dot(normalize(normalWidth * startBotJoin), normalize(normalWidth.yx * vec2(-endBotJoin.y, endBotJoin.x)));\\n\\n\\t//prevent close to reverse direction switch\\n\\tbool prevReverse = dot(currTangent, prevTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, prevNormal)) * min(length(prevDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\tbool nextReverse = dot(currTangent, nextTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, nextNormal)) * min(length(nextDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\n\\tif (prevReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * startJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / startMiterRatio, 1.);\\n\\t\\taBotCoord = aCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\taTopCoord = aCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!nextReverse && baClipping > 0. && baClipping < length(normalWidth * endBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\tbTopCoord -= normalWidth * endTopJoin;\\n\\t\\tbTopCoord += normalize(endTopJoin * normalWidth) * baClipping;\\n\\t}\\n\\n\\tif (nextReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * endJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / endMiterRatio, 1.);\\n\\t\\tbBotCoord = bCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\tbTopCoord = bCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!prevReverse && abClipping > 0. && abClipping < length(normalWidth * startBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\taBotCoord -= normalWidth * startBotJoin;\\n\\t\\taBotCoord += normalize(startBotJoin * normalWidth) * abClipping;\\n\\t}\\n\\n\\tvec2 aTopPosition = (aTopCoord) * adjustedScale + translate;\\n\\tvec2 aBotPosition = (aBotCoord) * adjustedScale + translate;\\n\\n\\tvec2 bTopPosition = (bTopCoord) * adjustedScale + translate;\\n\\tvec2 bBotPosition = (bBotCoord) * adjustedScale + translate;\\n\\n\\t//position is normalized 0..1 coord on the screen\\n\\tvec2 position = (aTopPosition * lineTop + aBotPosition * lineBot) * lineStart + (bTopPosition * lineTop + bBotPosition * lineBot) * lineEnd;\\n\\n\\tstartCoord = aCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\tendCoord = bCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\n\\tgl_Position = vec4(position  * 2.0 - 1.0, depth, 1);\\n\\n\\tenableStartMiter = step(dot(currTangent, prevTangent), .5);\\n\\tenableEndMiter = step(dot(currTangent, nextTangent), .5);\\n\\n\\t//bevel miter cutoffs\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n\\n\\t//round miter cutoffs\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * abs(dot(startJoinDirection, currNormal)) * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * abs(dot(endJoinDirection, currNormal)) * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D dashPattern;\\nuniform float dashSize, pixelRatio, thickness, opacity, id, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nvoid main() {\\n\\tfloat alpha = 1., distToStart, distToEnd;\\n\\tfloat cutoff = thickness * .5;\\n\\n\\t//bevel miter\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToStart + 1., 0.), 1.);\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToEnd + 1., 0.), 1.);\\n\\t\\t}\\n\\t}\\n\\n\\t// round miter\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - startCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - endCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashSize) * .5 + .25;\\n\\tfloat dash = texture2D(dashPattern, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1},bColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:4,divisor:1},prevCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:0,divisor:1},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},nextCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:24,divisor:1}}},n))}catch(t){e=a}return{fill:t({primitive:\"triangle\",elements:function(t,e){return e.triangles},offset:0,vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position, positionFract;\\n\\nuniform vec4 color;\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float pixelRatio, id;\\nuniform vec4 viewport;\\nuniform float opacity;\\n\\nvarying vec4 fragColor;\\n\\nconst float MAX_LINES = 256.;\\n\\nvoid main() {\\n\\tfloat depth = (MAX_LINES - 4. - id) / (MAX_LINES);\\n\\n\\tvec2 position = position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n\\tfragColor.a *= opacity;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n\\tgl_FragColor = fragColor;\\n}\\n\"]),uniforms:{scale:t.prop(\"scale\"),color:t.prop(\"fill\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]}},attributes:{position:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8},positionFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8}},blend:n.blend,depth:{enable:!1},scissor:n.scissor,stencil:n.stencil,viewport:n.viewport}),rect:a,miter:e}},m.defaults={dashes:null,join:\"miter\",miterLimit:1,thickness:10,cap:\"square\",color:\"black\",opacity:1,overlay:!1,viewport:null,range:null,close:!1,fill:null},m.prototype.render=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];e.length&&(t=this).update.apply(t,e),this.draw()},m.prototype.draw=function(){for(var t=this,e=[],r=arguments.length;r--;)e[r]=arguments[r];return(e.length?e:this.passes).forEach((function(e,r){var n;if(e&&Array.isArray(e))return(n=t).draw.apply(n,e);\"number\"==typeof e&&(e=t.passes[e]),e&&e.count>1&&e.opacity&&(t.regl._refresh(),e.fill&&e.triangles&&e.triangles.length>2&&t.shaders.fill(e),e.thickness&&(e.scale[0]*e.viewport.width>m.precisionThreshold||e.scale[1]*e.viewport.height>m.precisionThreshold||\"rect\"===e.join||!e.join&&(e.thickness<=2||e.count>=m.maxPoints)?t.shaders.rect(e):t.shaders.miter(e)))})),this},m.prototype.update=function(t){var e=this;if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var r=this.regl,o=this.gl;if(t.forEach((function(t,h){var d=e.passes[h];if(void 0!==t)if(null!==t){if(\"number\"==typeof t[0]&&(t={positions:t}),t=s(t,{positions:\"positions points data coords\",thickness:\"thickness lineWidth lineWidths line-width linewidth width stroke-width strokewidth strokeWidth\",join:\"lineJoin linejoin join type mode\",miterLimit:\"miterlimit miterLimit\",dashes:\"dash dashes dasharray dash-array dashArray\",color:\"color colour stroke colors colours stroke-color strokeColor\",fill:\"fill fill-color fillColor\",opacity:\"alpha opacity\",overlay:\"overlay crease overlap intersect\",close:\"closed close closed-path closePath\",range:\"range dataBox\",viewport:\"viewport viewBox\",hole:\"holes hole hollow\"}),d||(e.passes[h]=d={id:h,scale:null,scaleFract:null,translate:null,translateFract:null,count:0,hole:[],depth:0,dashLength:1,dashTexture:r.texture({channels:1,data:new Uint8Array([255]),width:1,height:1,mag:\"linear\",min:\"linear\"}),colorBuffer:r.buffer({usage:\"dynamic\",type:\"uint8\",data:new Uint8Array}),positionBuffer:r.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array}),positionFractBuffer:r.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array})},t=i({},m.defaults,t)),null!=t.thickness&&(d.thickness=parseFloat(t.thickness)),null!=t.opacity&&(d.opacity=parseFloat(t.opacity)),null!=t.miterLimit&&(d.miterLimit=parseFloat(t.miterLimit)),null!=t.overlay&&(d.overlay=!!t.overlay,h<m.maxLines&&(d.depth=2*(m.maxLines-1-h%m.maxLines)/m.maxLines-1)),null!=t.join&&(d.join=t.join),null!=t.hole&&(d.hole=t.hole),null!=t.fill&&(d.fill=t.fill?n(t.fill,\"uint8\"):null),null!=t.viewport&&(d.viewport=g(t.viewport)),d.viewport||(d.viewport=g([o.drawingBufferWidth,o.drawingBufferHeight])),null!=t.close&&(d.close=t.close),null===t.positions&&(t.positions=[]),t.positions){var v,y;if(t.positions.x&&t.positions.y){var x=t.positions.x,b=t.positions.y;y=d.count=Math.max(x.length,b.length),v=new Float64Array(2*y);for(var _=0;_<y;_++)v[2*_]=x[_],v[2*_+1]=b[_]}else v=l(t.positions,\"float64\"),y=d.count=Math.floor(v.length/2);var w=d.bounds=a(v,2);if(d.fill){for(var T=[],k={},M=0,A=0,S=0,E=d.count;A<E;A++){var C=v[2*A],L=v[2*A+1];isNaN(C)||isNaN(L)||null==C||null==L?(C=v[2*M],L=v[2*M+1],k[A]=M):M=A,T[S++]=C,T[S++]=L}for(var P=c(T,d.hole||[]),I=0,z=P.length;I<z;I++)null!=k[P[I]]&&(P[I]=k[P[I]]);d.triangles=P}var O=new Float64Array(v);u(O,2,w);var D=new Float64Array(2*y+6);d.close?v[0]===v[2*y-2]&&v[1]===v[2*y-1]?(D[0]=O[2*y-4],D[1]=O[2*y-3]):(D[0]=O[2*y-2],D[1]=O[2*y-1]):(D[0]=O[0],D[1]=O[1]),D.set(O,2),d.close?v[0]===v[2*y-2]&&v[1]===v[2*y-1]?(D[2*y+2]=O[2],D[2*y+3]=O[3],d.count-=1):(D[2*y+2]=O[0],D[2*y+3]=O[1],D[2*y+4]=O[2],D[2*y+5]=O[3]):(D[2*y+2]=O[2*y-2],D[2*y+3]=O[2*y-1],D[2*y+4]=O[2*y-2],D[2*y+5]=O[2*y-1]),d.positionBuffer(f(D)),d.positionFractBuffer(p(D))}if(t.range?d.range=t.range:d.range||(d.range=d.bounds),(t.range||t.positions)&&d.count){var R=d.bounds,F=R[2]-R[0],B=R[3]-R[1],N=d.range[2]-d.range[0],j=d.range[3]-d.range[1];d.scale=[F/N,B/j],d.translate=[-d.range[0]/N+R[0]/N||0,-d.range[1]/j+R[1]/j||0],d.scaleFract=p(d.scale),d.translateFract=p(d.translate)}if(t.dashes){var U,V=0;if(!t.dashes||t.dashes.length<2)V=1,U=new Uint8Array([255,255,255,255,255,255,255,255]);else{V=0;for(var q=0;q<t.dashes.length;++q)V+=t.dashes[q];U=new Uint8Array(V*m.dashMult);for(var H=0,G=255,Y=0;Y<2;Y++)for(var W=0;W<t.dashes.length;++W){for(var Z=0,X=t.dashes[W]*m.dashMult*.5;Z<X;++Z)U[H++]=G;G^=255}}d.dashLength=V,d.dashTexture({channels:1,data:U,width:U.length,height:1,mag:\"linear\",min:\"linear\"},0,0)}if(t.color){var J=d.count,K=t.color;K||(K=\"transparent\");var Q=new Uint8Array(4*J+4);if(Array.isArray(K)&&\"number\"!=typeof K[0]){for(var $=0;$<J;$++){var tt=n(K[$],\"uint8\");Q.set(tt,4*$)}Q.set(n(K[0],\"uint8\"),4*J)}else for(var et=n(K,\"uint8\"),rt=0;rt<J+1;rt++)Q.set(et,4*rt);d.colorBuffer({usage:\"dynamic\",type:\"uint8\",data:Q})}}else e.passes[h]=null})),t.length<this.passes.length){for(var h=t.length;h<this.passes.length;h++){var d=this.passes[h];d&&(d.colorBuffer.destroy(),d.positionBuffer.destroy(),d.dashTexture.destroy())}this.passes.length=t.length}for(var v=[],y=0;y<this.passes.length;y++)null!==this.passes[y]&&v.push(this.passes[y]);return this.passes=v,this}},m.prototype.destroy=function(){return this.passes.forEach((function(t){t.colorBuffer.destroy(),t.positionBuffer.destroy(),t.dashTexture.destroy()})),this.passes.length=0,this}},{\"array-bounds\":68,\"array-normalize\":69,\"color-normalize\":122,earcut:173,\"es6-weak-map\":229,\"flatten-vertex-data\":240,glslify:412,\"object-assign\":459,\"parse-rect\":464,\"pick-by-alias\":470,\"to-float32\":536}],497:[function(t,e,r){\"use strict\";function n(t,e){return function(t){if(Array.isArray(t))return t}(t)||function(t,e){if(\"undefined\"==typeof Symbol||!(Symbol.iterator in Object(t)))return;var r=[],n=!0,a=!1,i=void 0;try{for(var o,s=t[Symbol.iterator]();!(n=(o=s.next()).done)&&(r.push(o.value),!e||r.length!==e);n=!0);}catch(t){a=!0,i=t}finally{try{n||null==s.return||s.return()}finally{if(a)throw i}}return r}(t,e)||i(t,e)||function(){throw new TypeError(\"Invalid attempt to destructure non-iterable instance.\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}()}function a(t){return function(t){if(Array.isArray(t))return o(t)}(t)||function(t){if(\"undefined\"!=typeof Symbol&&Symbol.iterator in Object(t))return Array.from(t)}(t)||i(t)||function(){throw new TypeError(\"Invalid attempt to spread non-iterable instance.\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}()}function i(t,e){if(t){if(\"string\"==typeof t)return o(t,e);var r=Object.prototype.toString.call(t).slice(8,-1);return\"Object\"===r&&t.constructor&&(r=t.constructor.name),\"Map\"===r||\"Set\"===r?Array.from(r):\"Arguments\"===r||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(r)?o(t,e):void 0}}function o(t,e){(null==e||e>t.length)&&(e=t.length);for(var r=0,n=new Array(e);r<e;r++)n[r]=t[r];return n}var s=t(\"color-normalize\"),l=t(\"array-bounds\"),c=t(\"color-id\"),u=t(\"point-cluster\"),h=t(\"object-assign\"),f=t(\"glslify\"),p=t(\"pick-by-alias\"),d=t(\"update-diff\"),g=t(\"flatten-vertex-data\"),m=t(\"is-iexplorer\"),v=t(\"to-float32\"),y=t(\"parse-rect\"),x=b;function b(t,e){var r=this;if(!(this instanceof b))return new b(t,e);\"function\"==typeof t?(e||(e={}),e.regl=t):(e=t,t=null),e&&e.length&&(e.positions=e);var n,a=(t=e.regl)._gl,i=[];this.tooManyColors=m,n=t.texture({data:new Uint8Array(1020),width:255,height:1,type:\"uint8\",format:\"rgba\",wrapS:\"clamp\",wrapT:\"clamp\",mag:\"nearest\",min:\"nearest\"}),h(this,{regl:t,gl:a,groups:[],markerCache:[null],markerTextures:[null],palette:i,paletteIds:{},paletteTexture:n,maxColors:255,maxSize:100,canvas:a.canvas}),this.update(e);var o={uniforms:{pixelRatio:t.context(\"pixelRatio\"),palette:n,paletteSize:function(t,e){return[r.tooManyColors?0:255,n.height]},scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translate:t.prop(\"translate\"),translateFract:t.prop(\"translateFract\"),opacity:t.prop(\"opacity\"),marker:t.prop(\"markerTexture\")},attributes:{x:function(t,e){return e.xAttr||{buffer:e.positionBuffer,stride:8,offset:0}},y:function(t,e){return e.yAttr||{buffer:e.positionBuffer,stride:8,offset:4}},xFract:function(t,e){return e.xAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:0}},yFract:function(t,e){return e.yAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:4}},size:function(t,e){return e.size.length?{buffer:e.sizeBuffer,stride:2,offset:0}:{constant:[Math.round(255*e.size/r.maxSize)]}},borderSize:function(t,e){return e.borderSize.length?{buffer:e.sizeBuffer,stride:2,offset:1}:{constant:[Math.round(255*e.borderSize/r.maxSize)]}},colorId:function(t,e){return e.color.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:0}:{constant:r.tooManyColors?i.slice(4*e.color,4*e.color+4):[e.color]}},borderColorId:function(t,e){return e.borderColor.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:r.tooManyColors?4:2}:{constant:r.tooManyColors?i.slice(4*e.borderColor,4*e.borderColor+4):[e.borderColor]}},isActive:function(t,e){return!0===e.activation?{constant:[1]}:e.activation?e.activation:{constant:[0]}}},blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\"),stencil:{enable:!1},depth:{enable:!1},elements:t.prop(\"elements\"),count:t.prop(\"count\"),offset:t.prop(\"offset\"),primitive:\"points\"},s=h({},o);s.frag=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nuniform sampler2D marker;\\nuniform float pixelRatio, opacity;\\n\\nfloat smoothStep(float x, float y) {\\n  return 1.0 / (1.0 + exp(50.0*(x - y)));\\n}\\n\\nvoid main() {\\n  float dist = texture2D(marker, gl_PointCoord).r, delta = fragWidth;\\n\\n  // max-distance alpha\\n  if (dist < 0.003) discard;\\n\\n  // null-border case\\n  if (fragBorderColorLevel == fragColorLevel || fragBorderColor.a == 0.) {\\n    float colorAmt = smoothstep(.5 - delta, .5 + delta, dist);\\n    gl_FragColor = vec4(fragColor.rgb, colorAmt * fragColor.a * opacity);\\n  }\\n  else {\\n    float borderColorAmt = smoothstep(fragBorderColorLevel - delta, fragBorderColorLevel + delta, dist);\\n    float colorAmt = smoothstep(fragColorLevel - delta, fragColorLevel + delta, dist);\\n\\n    vec4 color = fragBorderColor;\\n    color.a *= borderColorAmt;\\n    color = mix(color, fragColor, colorAmt);\\n    color.a *= opacity;\\n\\n    gl_FragColor = color;\\n  }\\n\\n}\\n\"]),s.vert=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract, paletteSize;\\nuniform float pixelRatio;\\nuniform sampler2D palette;\\n\\nconst float maxSize = 100.;\\nconst float borderLevel = .5;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragPointSize, fragBorderRadius, fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(palette,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = 2. * size * pixelRatio;\\n  fragPointSize = size * pixelRatio;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0, 1);\\n\\n  fragColor = color;\\n  fragBorderColor = borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n\\n  fragBorderColorLevel = clamp(borderLevel - borderLevel * borderSize / size, 0., 1.);\\n  fragColorLevel = clamp(borderLevel + (1. - borderLevel) * borderSize / size, 0., 1.);\\n}\"]),this.drawMarker=t(s);var l=h({},o);l.frag=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor, fragBorderColor;\\n\\nuniform float opacity;\\nvarying float fragBorderRadius, fragWidth;\\n\\nfloat smoothStep(float edge0, float edge1, float x) {\\n\\tfloat t;\\n\\tt = clamp((x - edge0) / (edge1 - edge0), 0.0, 1.0);\\n\\treturn t * t * (3.0 - 2.0 * t);\\n}\\n\\nvoid main() {\\n\\tfloat radius, alpha = 1.0, delta = fragWidth;\\n\\n\\tradius = length(2.0 * gl_PointCoord.xy - 1.0);\\n\\n\\tif (radius > 1.0 + delta) {\\n\\t\\tdiscard;\\n\\t}\\n\\n\\talpha -= smoothstep(1.0 - delta, 1.0 + delta, radius);\\n\\n\\tfloat borderRadius = fragBorderRadius;\\n\\tfloat ratio = smoothstep(borderRadius - delta, borderRadius + delta, radius);\\n\\tvec4 color = mix(fragColor, fragBorderColor, ratio);\\n\\tcolor.a *= alpha * opacity;\\n\\tgl_FragColor = color;\\n}\\n\"]),l.vert=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float pixelRatio;\\nuniform sampler2D palette;\\nuniform vec2 paletteSize;\\n\\nconst float maxSize = 100.;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(palette,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = (size + borderSize) * pixelRatio;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0, 1);\\n\\n  fragBorderRadius = 1. - 2. * borderSize / (size + borderSize);\\n  fragColor = color;\\n  fragBorderColor = borderColor.a == 0. || borderSize == 0. ? vec4(color.rgb, 0.) : borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n}\\n\"]),m&&(l.frag=l.frag.replace(\"smoothstep\",\"smoothStep\"),s.frag=s.frag.replace(\"smoothstep\",\"smoothStep\")),this.drawCircle=t(l)}b.defaults={color:\"black\",borderColor:\"transparent\",borderSize:0,size:12,opacity:1,marker:void 0,viewport:null,range:null,pixelSize:null,count:0,offset:0,bounds:null,positions:[],snap:1e4},b.prototype.render=function(){return arguments.length&&this.update.apply(this,arguments),this.draw(),this},b.prototype.draw=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];var a=this.groups;if(1===r.length&&Array.isArray(r[0])&&(null===r[0][0]||Array.isArray(r[0][0]))&&(r=r[0]),this.regl._refresh(),r.length)for(var i=0;i<r.length;i++)this.drawItem(i,r[i]);else a.forEach((function(e,r){t.drawItem(r)}));return this},b.prototype.drawItem=function(t,e){var r=this.groups,n=r[t];if(\"number\"==typeof e&&(t=e,n=r[e],e=null),n&&n.count&&n.opacity){n.activation[0]&&this.drawCircle(this.getMarkerDrawOptions(0,n,e));for(var i=[],o=1;o<n.activation.length;o++)n.activation[o]&&(!0===n.activation[o]||n.activation[o].data.length)&&i.push.apply(i,a(this.getMarkerDrawOptions(o,n,e)));i.length&&this.drawMarker(i)}},b.prototype.getMarkerDrawOptions=function(t,e,r){var a=e.range,i=e.tree,o=e.viewport,s=e.activation,l=e.selectionBuffer,c=e.count;this.regl;if(!i)return r?[h({},e,{markerTexture:this.markerTextures[t],activation:s[t],count:r.length,elements:r,offset:0})]:[h({},e,{markerTexture:this.markerTextures[t],activation:s[t],offset:0})];var u=[],f=i.range(a,{lod:!0,px:[(a[2]-a[0])/o.width,(a[3]-a[1])/o.height]});if(r){for(var p=s[t].data,d=new Uint8Array(c),g=0;g<r.length;g++){var m=r[g];d[m]=p?p[m]:1}l.subdata(d)}for(var v=f.length;v--;){var y=n(f[v],2),x=y[0],b=y[1];u.push(h({},e,{markerTexture:this.markerTextures[t],activation:r?l:s[t],offset:x,count:b-x}))}return u},b.prototype.update=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];if(r.length){1===r.length&&Array.isArray(r[0])&&(r=r[0]);var a=this.groups,i=this.gl,o=this.regl,s=this.maxSize,c=this.maxColors,f=this.palette;this.groups=a=r.map((function(e,r){var n=a[r];if(void 0===e)return n;null===e?e={positions:null}:\"function\"==typeof e?e={ondraw:e}:\"number\"==typeof e[0]&&(e={positions:e}),null===(e=p(e,{positions:\"positions data points\",snap:\"snap cluster lod tree\",size:\"sizes size radius\",borderSize:\"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline\",color:\"colors color fill fill-color fillColor\",borderColor:\"borderColors borderColor stroke stroke-color strokeColor\",marker:\"markers marker shape\",range:\"range dataBox databox\",viewport:\"viewport viewPort viewBox viewbox\",opacity:\"opacity alpha transparency\",bounds:\"bound bounds boundaries limits\",tooManyColors:\"tooManyColors palette paletteMode optimizePalette enablePalette\"})).positions&&(e.positions=[]),null!=e.tooManyColors&&(t.tooManyColors=e.tooManyColors),n||(a[r]=n={id:r,scale:null,translate:null,scaleFract:null,translateFract:null,activation:[],selectionBuffer:o.buffer({data:new Uint8Array(0),usage:\"stream\",type:\"uint8\"}),sizeBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),colorBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),positionBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"}),positionFractBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"})},e=h({},b.defaults,e)),e.positions&&!(\"marker\"in e)&&(e.marker=n.marker,delete n.marker),e.marker&&!(\"positions\"in e)&&(e.positions=n.positions,delete n.positions);var m=0,x=0;if(d(n,e,[{snap:!0,size:function(t,e){return null==t&&(t=b.defaults.size),m+=t&&t.length?1:0,t},borderSize:function(t,e){return null==t&&(t=b.defaults.borderSize),m+=t&&t.length?1:0,t},opacity:parseFloat,color:function(e,r){return null==e&&(e=b.defaults.color),e=t.updateColor(e),x++,e},borderColor:function(e,r){return null==e&&(e=b.defaults.borderColor),e=t.updateColor(e),x++,e},bounds:function(t,e,r){return\"range\"in r||(r.range=null),t},positions:function(t,e,r){var n=e.snap,a=e.positionBuffer,i=e.positionFractBuffer,s=e.selectionBuffer;if(t.x||t.y)return t.x.length?e.xAttr={buffer:o.buffer(t.x),offset:0,stride:4,count:t.x.length}:e.xAttr={buffer:t.x.buffer,offset:4*t.x.offset||0,stride:4*(t.x.stride||1),count:t.x.count},t.y.length?e.yAttr={buffer:o.buffer(t.y),offset:0,stride:4,count:t.y.length}:e.yAttr={buffer:t.y.buffer,offset:4*t.y.offset||0,stride:4*(t.y.stride||1),count:t.y.count},e.count=Math.max(e.xAttr.count,e.yAttr.count),t;t=g(t,\"float64\");var c=e.count=Math.floor(t.length/2),h=e.bounds=c?l(t,2):null;if(r.range||e.range||(delete e.range,r.range=h),r.marker||e.marker||(delete e.marker,r.marker=null),n&&(!0===n||c>n)?e.tree=u(t,{bounds:h}):n&&n.length&&(e.tree=n),e.tree){var f={primitive:\"points\",usage:\"static\",data:e.tree,type:\"uint32\"};e.elements?e.elements(f):e.elements=o.elements(f)}return a({data:v.float(t),usage:\"dynamic\"}),i({data:v.fract(t),usage:\"dynamic\"}),s({data:new Uint8Array(c),type:\"uint8\",usage:\"stream\"}),t}},{marker:function(e,r,n){var a=r.activation;if(a.forEach((function(t){return t&&t.destroy&&t.destroy()})),a.length=0,e&&\"number\"!=typeof e[0]){for(var i=[],s=0,l=Math.min(e.length,r.count);s<l;s++){var c=t.addMarker(e[s]);i[c]||(i[c]=new Uint8Array(r.count)),i[c][s]=1}for(var u=0;u<i.length;u++)if(i[u]){var h={data:i[u],type:\"uint8\",usage:\"static\"};a[u]?a[u](h):a[u]=o.buffer(h),a[u].data=i[u]}}else{a[t.addMarker(e)]=!0}return e},range:function(t,e,r){var n=e.bounds;if(n)return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=v.fract(e.scale),e.translateFract=v.fract(e.translate),t},viewport:function(t){return y(t||[i.drawingBufferWidth,i.drawingBufferHeight])}}]),m){var _=n,w=_.count,T=_.size,k=_.borderSize,M=_.sizeBuffer,A=new Uint8Array(2*w);if(T.length||k.length)for(var S=0;S<w;S++)A[2*S]=Math.round(255*(null==T[S]?T:T[S])/s),A[2*S+1]=Math.round(255*(null==k[S]?k:k[S])/s);M({data:A,usage:\"dynamic\"})}if(x){var E,C=n,L=C.count,P=C.color,I=C.borderColor,z=C.colorBuffer;if(t.tooManyColors){if(P.length||I.length){E=new Uint8Array(8*L);for(var O=0;O<L;O++){var D=P[O];E[8*O]=f[4*D],E[8*O+1]=f[4*D+1],E[8*O+2]=f[4*D+2],E[8*O+3]=f[4*D+3];var R=I[O];E[8*O+4]=f[4*R],E[8*O+5]=f[4*R+1],E[8*O+6]=f[4*R+2],E[8*O+7]=f[4*R+3]}}}else if(P.length||I.length){E=new Uint8Array(4*L+2);for(var F=0;F<L;F++)null!=P[F]&&(E[4*F]=P[F]%c,E[4*F+1]=Math.floor(P[F]/c)),null!=I[F]&&(E[4*F+2]=I[F]%c,E[4*F+3]=Math.floor(I[F]/c))}z({data:E||new Uint8Array(0),type:\"uint8\",usage:\"dynamic\"})}return n}))}},b.prototype.addMarker=function(t){var e,r=this.markerTextures,n=this.regl,a=this.markerCache,i=null==t?0:a.indexOf(t);if(i>=0)return i;if(t instanceof Uint8Array||t instanceof Uint8ClampedArray)e=t;else{e=new Uint8Array(t.length);for(var o=0,s=t.length;o<s;o++)e[o]=255*t[o]}var l=Math.floor(Math.sqrt(e.length));return i=r.length,a.push(t),r.push(n.texture({channels:1,data:e,radius:l,mag:\"linear\",min:\"linear\"})),i},b.prototype.updateColor=function(t){var e=this.paletteIds,r=this.palette,n=this.maxColors;Array.isArray(t)||(t=[t]);var a=[];if(\"number\"==typeof t[0]){var i=[];if(Array.isArray(t))for(var o=0;o<t.length;o+=4)i.push(t.slice(o,o+4));else for(var l=0;l<t.length;l+=4)i.push(t.subarray(l,l+4));t=i}for(var u=0;u<t.length;u++){var h=t[u];h=s(h,\"uint8\");var f=c(h,!1);if(null==e[f]){var p=r.length;e[f]=Math.floor(p/4),r[p]=h[0],r[p+1]=h[1],r[p+2]=h[2],r[p+3]=h[3]}a[u]=e[f]}return!this.tooManyColors&&r.length>4*n&&(this.tooManyColors=!0),this.updatePalette(r),1===a.length?a[0]:a},b.prototype.updatePalette=function(t){if(!this.tooManyColors){var e=this.maxColors,r=this.paletteTexture,n=Math.ceil(.25*t.length/e);if(n>1)for(var a=.25*(t=t.slice()).length%e;a<n*e;a++)t.push(0,0,0,0);r.height<n&&r.resize(e,n),r.subimage({width:Math.min(.25*t.length,e),height:n,data:t},0,0)}},b.prototype.destroy=function(){return this.groups.forEach((function(t){t.sizeBuffer.destroy(),t.positionBuffer.destroy(),t.positionFractBuffer.destroy(),t.colorBuffer.destroy(),t.activation.forEach((function(t){return t&&t.destroy&&t.destroy()})),t.selectionBuffer.destroy(),t.elements&&t.elements.destroy()})),this.groups.length=0,this.paletteTexture.destroy(),this.markerTextures.forEach((function(t){return t&&t.destroy&&t.destroy()})),this};var _=t(\"object-assign\");e.exports=function(t,e){var r=new x(t,e),n=r.render.bind(r);return _(n,{render:n,update:r.update.bind(r),draw:r.draw.bind(r),destroy:r.destroy.bind(r),regl:r.regl,gl:r.gl,canvas:r.gl.canvas,groups:r.groups,markers:r.markerCache,palette:r.palette}),n}},{\"array-bounds\":68,\"color-id\":120,\"color-normalize\":122,\"flatten-vertex-data\":240,glslify:412,\"is-iexplorer\":423,\"object-assign\":459,\"parse-rect\":464,\"pick-by-alias\":470,\"point-cluster\":474,\"to-float32\":536,\"update-diff\":558}],498:[function(t,e,r){\"use strict\";var n=t(\"regl-scatter2d\"),a=t(\"pick-by-alias\"),i=t(\"array-bounds\"),o=t(\"raf\"),s=t(\"array-range\"),l=t(\"parse-rect\"),c=t(\"flatten-vertex-data\");function u(t,e){if(!(this instanceof u))return new u(t,e);this.traces=[],this.passes={},this.regl=t,this.scatter=n(t),this.canvas=this.scatter.canvas}function h(t,e,r){return(null!=t.id?t.id:t)<<16|(255&e)<<8|255&r}function f(t,e,r){var n,a,i,o,s=t[e],l=t[r];return s.length>2?(s[0],s[2],n=s[1],a=s[3]):s.length?(n=s[0],a=s[1]):(s.x,n=s.y,s.x+s.width,a=s.y+s.height),l.length>2?(i=l[0],o=l[2],l[1],l[3]):l.length?(i=l[0],o=l[1]):(i=l.x,l.y,o=l.x+l.width,l.y+l.height),[i,n,o,a]}function p(t){if(\"number\"==typeof t)return[t,t,t,t];if(2===t.length)return[t[0],t[1],t[0],t[1]];var e=l(t);return[e.x,e.y,e.x+e.width,e.y+e.height]}e.exports=u,u.prototype.render=function(){for(var t,e=this,r=[],n=arguments.length;n--;)r[n]=arguments[n];return r.length&&(t=this).update.apply(t,r),this.regl.attributes.preserveDrawingBuffer?this.draw():(this.dirty?null==this.planned&&(this.planned=o((function(){e.draw(),e.dirty=!0,e.planned=null}))):(this.draw(),this.dirty=!0,o((function(){e.dirty=!1}))),this)},u.prototype.update=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=0;n<e.length;n++)this.updateItem(n,e[n]);this.traces=this.traces.filter(Boolean);for(var a=[],i=0,o=0;o<this.traces.length;o++){for(var s=this.traces[o],l=this.traces[o].passes,c=0;c<l.length;c++)a.push(this.passes[l[c]]);s.passOffset=i,i+=s.passes.length}return(t=this.scatter).update.apply(t,a),this}},u.prototype.updateItem=function(t,e){var r=this.regl;if(null===e)return this.traces[t]=null,this;if(!e)return this;var n,o=a(e,{data:\"data items columns rows values dimensions samples x\",snap:\"snap cluster\",size:\"sizes size radius\",color:\"colors color fill fill-color fillColor\",opacity:\"opacity alpha transparency opaque\",borderSize:\"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline\",borderColor:\"borderColors borderColor bordercolor stroke stroke-color strokeColor\",marker:\"markers marker shape\",range:\"range ranges databox dataBox\",viewport:\"viewport viewBox viewbox\",domain:\"domain domains area areas\",padding:\"pad padding paddings pads margin margins\",transpose:\"transpose transposed\",diagonal:\"diagonal diag showDiagonal\",upper:\"upper up top upperhalf upperHalf showupperhalf showUpper showUpperHalf\",lower:\"lower low bottom lowerhalf lowerHalf showlowerhalf showLowerHalf showLower\"}),s=this.traces[t]||(this.traces[t]={id:t,buffer:r.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array}),color:\"black\",marker:null,size:12,borderColor:\"transparent\",borderSize:1,viewport:l([r._gl.drawingBufferWidth,r._gl.drawingBufferHeight]),padding:[0,0,0,0],opacity:1,diagonal:!0,upper:!0,lower:!0});if(null!=o.color&&(s.color=o.color),null!=o.size&&(s.size=o.size),null!=o.marker&&(s.marker=o.marker),null!=o.borderColor&&(s.borderColor=o.borderColor),null!=o.borderSize&&(s.borderSize=o.borderSize),null!=o.opacity&&(s.opacity=o.opacity),o.viewport&&(s.viewport=l(o.viewport)),null!=o.diagonal&&(s.diagonal=o.diagonal),null!=o.upper&&(s.upper=o.upper),null!=o.lower&&(s.lower=o.lower),o.data){s.buffer(c(o.data)),s.columns=o.data.length,s.count=o.data[0].length,s.bounds=[];for(var u=0;u<s.columns;u++)s.bounds[u]=i(o.data[u],1)}o.range&&(s.range=o.range,n=s.range&&\"number\"!=typeof s.range[0]),o.domain&&(s.domain=o.domain);var d=!1;null!=o.padding&&(Array.isArray(o.padding)&&o.padding.length===s.columns&&\"number\"==typeof o.padding[o.padding.length-1]?(s.padding=o.padding.map(p),d=!0):s.padding=p(o.padding));var g=s.columns,m=s.count,v=s.viewport.width,y=s.viewport.height,x=s.viewport.x,b=s.viewport.y,_=v/g,w=y/g;s.passes=[];for(var T=0;T<g;T++)for(var k=0;k<g;k++)if((s.diagonal||k!==T)&&(s.upper||!(T>k))&&(s.lower||!(T<k))){var M=h(s.id,T,k),A=this.passes[M]||(this.passes[M]={});if(o.data&&(o.transpose?A.positions={x:{buffer:s.buffer,offset:k,count:m,stride:g},y:{buffer:s.buffer,offset:T,count:m,stride:g}}:A.positions={x:{buffer:s.buffer,offset:k*m,count:m},y:{buffer:s.buffer,offset:T*m,count:m}},A.bounds=f(s.bounds,T,k)),o.domain||o.viewport||o.data){var S=d?f(s.padding,T,k):s.padding;if(s.domain){var E=f(s.domain,T,k),C=E[0],L=E[1],P=E[2],I=E[3];A.viewport=[x+C*v+S[0],b+L*y+S[1],x+P*v-S[2],b+I*y-S[3]]}else A.viewport=[x+k*_+_*S[0],b+T*w+w*S[1],x+(k+1)*_-_*S[2],b+(T+1)*w-w*S[3]]}o.color&&(A.color=s.color),o.size&&(A.size=s.size),o.marker&&(A.marker=s.marker),o.borderSize&&(A.borderSize=s.borderSize),o.borderColor&&(A.borderColor=s.borderColor),o.opacity&&(A.opacity=s.opacity),o.range&&(A.range=n?f(s.range,T,k):s.range||A.bounds),s.passes.push(M)}return this},u.prototype.draw=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=[],a=0;a<e.length;a++)if(\"number\"==typeof e[a]){var i=this.traces[e[a]],o=i.passes,l=i.passOffset;n.push.apply(n,s(l,l+o.length))}else if(e[a].length){var c=e[a],u=this.traces[a],h=u.passes,f=u.passOffset;h=h.map((function(t,e){n[f+e]=c}))}(t=this.scatter).draw.apply(t,n)}else this.scatter.draw();return this},u.prototype.destroy=function(){return 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+       "/*!\n",
+       " * repeat-string <https://github.com/jonschlinkert/repeat-string>\n",
+       " *\n",
+       " * Copyright (c) 2014-2015, Jon Schlinkert.\n",
+       " * Licensed under the MIT License.\n",
+       " */\n",
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e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()+(e.year()<0?1:0))%4==3||t%4==-1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear),13},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(13===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return(t=a.year())<0&&t++,a.day()+30*(a.month()-1)+365*(t-1)+Math.floor(t/4)+this.jdEpoch-1},fromJD:function(t){var e=Math.floor(t)+.5-this.jdEpoch,r=Math.floor((e-Math.floor((e+366)/1461))/365)+1;r<=0&&r--,e=Math.floor(t)+.5-this.newDate(r,1,1).toJD();var n=Math.floor(e/30)+1,a=e-30*(n-1)+1;return 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a=this._validate(t,e,r,n.local.invalidDate);return{yearType:(this.leapYear(a)?\"embolismic\":\"common\")+\" \"+[\"deficient\",\"regular\",\"complete\"][this.daysInYear(a)%10-3]}},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=a.year(),e=a.month(),r=a.day();var i=t<=0?t+1:t,o=this.jdEpoch+this._delay1(i)+this._delay2(i)+r+1;if(e<7){for(var s=7;s<=this.monthsInYear(t);s++)o+=this.daysInMonth(t,s);for(s=1;s<e;s++)o+=this.daysInMonth(t,s)}else for(s=7;s<e;s++)o+=this.daysInMonth(t,s);return o},_delay1:function(t){var e=Math.floor((235*t-234)/19),r=12084+13753*e,n=29*e+Math.floor(r/25920);return o(3*(n+1),7)<3&&n++,n},_delay2:function(t){var e=this._delay1(t-1),r=this._delay1(t);return this._delay1(t+1)-r==356?2:r-e==382?1:0},fromJD:function(t){t=Math.floor(t)+.5;for(var e=Math.floor(98496*(t-this.jdEpoch)/35975351)-1;t>=this.toJD(-1===e?1:e+1,7,1);)e++;for(var r=t<this.toJD(e,1,1)?7:1;t>this.toJD(e,r,this.daysInMonth(e,r));)r++;var n=t-this.toJD(e,r,1)+1;return this.newDate(e,r,n)}}),n.calendars.hebrew=i},{\"../main\":580,\"object-assign\":459}],571:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Islamic\",jdEpoch:1948439.5,daysPerMonth:[30,29,30,29,30,29,30,29,30,29,30,29],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Islamic\",epochs:[\"BH\",\"AH\"],monthNames:[\"Muharram\",\"Safar\",\"Rabi' al-awwal\",\"Rabi' al-thani\",\"Jumada al-awwal\",\"Jumada al-thani\",\"Rajab\",\"Sha'aban\",\"Ramadan\",\"Shawwal\",\"Dhu al-Qi'dah\",\"Dhu al-Hijjah\"],monthNamesShort:[\"Muh\",\"Saf\",\"Rab1\",\"Rab2\",\"Jum1\",\"Jum2\",\"Raj\",\"Sha'\",\"Ram\",\"Shaw\",\"DhuQ\",\"DhuH\"],dayNames:[\"Yawm al-ahad\",\"Yawm al-ithnayn\",\"Yawm ath-thulaathaa'\",\"Yawm al-arbi'aa'\",\"Yawm al-kham\\u012bs\",\"Yawm al-jum'a\",\"Yawm as-sabt\"],dayNamesShort:[\"Aha\",\"Ith\",\"Thu\",\"Arb\",\"Kha\",\"Jum\",\"Sab\"],dayNamesMin:[\"Ah\",\"It\",\"Th\",\"Ar\",\"Kh\",\"Ju\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!1}},leapYear:function(t){return(11*this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year()+14)%30<11},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){return this.leapYear(t)?355:354},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return t=a.year(),e=a.month(),t=t<=0?t+1:t,(r=a.day())+Math.ceil(29.5*(e-1))+354*(t-1)+Math.floor((3+11*t)/30)+this.jdEpoch-1},fromJD:function(t){t=Math.floor(t)+.5;var e=Math.floor((30*(t-this.jdEpoch)+10646)/10631);e=e<=0?e-1:e;var r=Math.min(12,Math.ceil((t-29-this.toJD(e,1,1))/29.5)+1),n=t-this.toJD(e,r,1)+1;return this.newDate(e,r,n)}}),n.calendars.islamic=i},{\"../main\":580,\"object-assign\":459}],572:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Julian\",jdEpoch:1721423.5,daysPerMonth:[31,28,31,30,31,30,31,31,30,31,30,31],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Julian\",epochs:[\"BC\",\"AD\"],monthNames:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],monthNamesShort:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"],dayNames:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"mm/dd/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()<0?e.year()+1:e.year())%4==0},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(4-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return t=a.year(),e=a.month(),r=a.day(),t<0&&t++,e<=2&&(t--,e+=12),Math.floor(365.25*(t+4716))+Math.floor(30.6001*(e+1))+r-1524.5},fromJD:function(t){var e=Math.floor(t+.5)+1524,r=Math.floor((e-122.1)/365.25),n=Math.floor(365.25*r),a=Math.floor((e-n)/30.6001),i=a-Math.floor(a<14?1:13),o=r-Math.floor(i>2?4716:4715),s=e-n-Math.floor(30.6001*a);return o<=0&&o--,this.newDate(o,i,s)}}),n.calendars.julian=i},{\"../main\":580,\"object-assign\":459}],573:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return t-e*Math.floor(t/e)}function s(t,e){return o(t-1,e)+1}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Mayan\",jdEpoch:584282.5,hasYearZero:!0,minMonth:0,firstMonth:0,minDay:0,regionalOptions:{\"\":{name:\"Mayan\",epochs:[\"\",\"\"],monthNames:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\"],monthNamesShort:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\"],dayNames:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\"],dayNamesShort:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\"],dayNamesMin:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\"],digits:null,dateFormat:\"YYYY.m.d\",firstDay:0,isRTL:!1,haabMonths:[\"Pop\",\"Uo\",\"Zip\",\"Zotz\",\"Tzec\",\"Xul\",\"Yaxkin\",\"Mol\",\"Chen\",\"Yax\",\"Zac\",\"Ceh\",\"Mac\",\"Kankin\",\"Muan\",\"Pax\",\"Kayab\",\"Cumku\",\"Uayeb\"],tzolkinMonths:[\"Imix\",\"Ik\",\"Akbal\",\"Kan\",\"Chicchan\",\"Cimi\",\"Manik\",\"Lamat\",\"Muluc\",\"Oc\",\"Chuen\",\"Eb\",\"Ben\",\"Ix\",\"Men\",\"Cib\",\"Caban\",\"Etznab\",\"Cauac\",\"Ahau\"]}},leapYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),!1},formatYear:function(t){t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year();var e=Math.floor(t/400);return t%=400,t+=t<0?400:0,e+\".\"+Math.floor(t/20)+\".\"+t%20},forYear:function(t){if((t=t.split(\".\")).length<3)throw\"Invalid Mayan year\";for(var e=0,r=0;r<t.length;r++){var n=parseInt(t[r],10);if(Math.abs(n)>19||r>0&&n<0)throw\"Invalid Mayan year\";e=20*e+n}return e},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),18},weekOfYear:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),0},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),360},daysInMonth:function(t,e){return this._validate(t,e,this.minDay,n.local.invalidMonth),20},daysInWeek:function(){return 5},dayOfWeek:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate).day()},weekDay:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),!0},extraInfo:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate).toJD(),i=this._toHaab(a),o=this._toTzolkin(a);return{haabMonthName:this.local.haabMonths[i[0]-1],haabMonth:i[0],haabDay:i[1],tzolkinDayName:this.local.tzolkinMonths[o[0]-1],tzolkinDay:o[0],tzolkinTrecena:o[1]}},_toHaab:function(t){var e=o((t-=this.jdEpoch)+8+340,365);return[Math.floor(e/20)+1,o(e,20)]},_toTzolkin:function(t){return[s((t-=this.jdEpoch)+20,20),s(t+4,13)]},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return a.day()+20*a.month()+360*a.year()+this.jdEpoch},fromJD:function(t){t=Math.floor(t)+.5-this.jdEpoch;var e=Math.floor(t/360);t%=360,t+=t<0?360:0;var r=Math.floor(t/20),n=t%20;return this.newDate(e,r,n)}}),n.calendars.mayan=i},{\"../main\":580,\"object-assign\":459}],574:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar;var o=n.instance(\"gregorian\");a(i.prototype,{name:\"Nanakshahi\",jdEpoch:2257673.5,daysPerMonth:[31,31,31,31,31,30,30,30,30,30,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Nanakshahi\",epochs:[\"BN\",\"AN\"],monthNames:[\"Chet\",\"Vaisakh\",\"Jeth\",\"Harh\",\"Sawan\",\"Bhadon\",\"Assu\",\"Katak\",\"Maghar\",\"Poh\",\"Magh\",\"Phagun\"],monthNamesShort:[\"Che\",\"Vai\",\"Jet\",\"Har\",\"Saw\",\"Bha\",\"Ass\",\"Kat\",\"Mgr\",\"Poh\",\"Mgh\",\"Pha\"],dayNames:[\"Somvaar\",\"Mangalvar\",\"Budhvaar\",\"Veervaar\",\"Shukarvaar\",\"Sanicharvaar\",\"Etvaar\"],dayNamesShort:[\"Som\",\"Mangal\",\"Budh\",\"Veer\",\"Shukar\",\"Sanichar\",\"Et\"],dayNamesMin:[\"So\",\"Ma\",\"Bu\",\"Ve\",\"Sh\",\"Sa\",\"Et\"],digits:null,dateFormat:\"dd-mm-yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear);return o.leapYear(e.year()+(e.year()<1?1:0)+1469)},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(1-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidMonth);(t=a.year())<0&&t++;for(var i=a.day(),s=1;s<a.month();s++)i+=this.daysPerMonth[s-1];return i+o.toJD(t+1468,3,13)},fromJD:function(t){t=Math.floor(t+.5);for(var e=Math.floor((t-(this.jdEpoch-1))/366);t>=this.toJD(e+1,1,1);)e++;for(var r=t-Math.floor(this.toJD(e,1,1)+.5)+1,n=1;r>this.daysInMonth(e,n);)r-=this.daysInMonth(e,n),n++;return this.newDate(e,n,r)}}),n.calendars.nanakshahi=i},{\"../main\":580,\"object-assign\":459}],575:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Nepali\",jdEpoch:1700709.5,daysPerMonth:[31,31,32,32,31,30,30,29,30,29,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,daysPerYear:365,regionalOptions:{\"\":{name:\"Nepali\",epochs:[\"BBS\",\"ABS\"],monthNames:[\"Baisakh\",\"Jestha\",\"Ashadh\",\"Shrawan\",\"Bhadra\",\"Ashwin\",\"Kartik\",\"Mangsir\",\"Paush\",\"Mangh\",\"Falgun\",\"Chaitra\"],monthNamesShort:[\"Bai\",\"Je\",\"As\",\"Shra\",\"Bha\",\"Ash\",\"Kar\",\"Mang\",\"Pau\",\"Ma\",\"Fal\",\"Chai\"],dayNames:[\"Aaitabaar\",\"Sombaar\",\"Manglbaar\",\"Budhabaar\",\"Bihibaar\",\"Shukrabaar\",\"Shanibaar\"],dayNamesShort:[\"Aaita\",\"Som\",\"Mangl\",\"Budha\",\"Bihi\",\"Shukra\",\"Shani\"],dayNamesMin:[\"Aai\",\"So\",\"Man\",\"Bu\",\"Bi\",\"Shu\",\"Sha\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:1,isRTL:!1}},leapYear:function(t){return 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c=t-(s>9||9===s&&r>=this.NEPALI_CALENDAR_DATA[l][0]?56:57);for(9!==e&&(o=r,s--);9!==s;)s<=0&&(s=12,l--),o+=this.NEPALI_CALENDAR_DATA[l][s],s--;return 9===e?(o+=r-this.NEPALI_CALENDAR_DATA[l][0])<0&&(o+=i.daysInYear(c)):o+=this.NEPALI_CALENDAR_DATA[l][9]-this.NEPALI_CALENDAR_DATA[l][0],i.newDate(c,1,1).add(o,\"d\").toJD()},fromJD:function(t){var e=n.instance().fromJD(t),r=e.year(),a=e.dayOfYear(),i=r+56;this._createMissingCalendarData(i);for(var o=9,s=this.NEPALI_CALENDAR_DATA[i][0],l=this.NEPALI_CALENDAR_DATA[i][o]-s+1;a>l;)++o>12&&(o=1,i++),l+=this.NEPALI_CALENDAR_DATA[i][o];var c=this.NEPALI_CALENDAR_DATA[i][o]-(l-a);return this.newDate(i,o,c)},_createMissingCalendarData:function(t){var e=this.daysPerMonth.slice(0);e.unshift(17);for(var r=t-1;r<t+2;r++)\"undefined\"==typeof 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e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 682*((e.year()-(e.year()>0?474:473))%2820+474+38)%2816<682},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-(n.dayOfWeek()+1)%7,\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=a.year(),e=a.month(),r=a.day();var i=t-(t>=0?474:473),s=474+o(i,2820);return r+(e<=7?31*(e-1):30*(e-1)+6)+Math.floor((682*s-110)/2816)+365*(s-1)+1029983*Math.floor(i/2820)+this.jdEpoch-1},fromJD:function(t){var e=(t=Math.floor(t)+.5)-this.toJD(475,1,1),r=Math.floor(e/1029983),n=o(e,1029983),a=2820;if(1029982!==n){var i=Math.floor(n/366),s=o(n,366);a=Math.floor((2134*i+2816*s+2815)/1028522)+i+1}var l=a+2820*r+474;l=l<=0?l-1:l;var 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a=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(a.year());return i.weekOfYear(t,a.month(),a.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=this._t2gYear(a.year());return i.toJD(t,a.month(),a.day())},fromJD:function(t){var e=i.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)},_g2tYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)}}),n.calendars.taiwan=o},{\"../main\":580,\"object-assign\":459}],578:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\"),i=n.instance();function 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e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(e.year());return i.leapYear(t)},weekOfYear:function(t,e,r){var a=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(a.year());return i.weekOfYear(t,a.month(),a.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=this._t2gYear(a.year());return i.toJD(t,a.month(),a.day())},fromJD:function(t){var e=i.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)},_g2tYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)}}),n.calendars.thai=o},{\"../main\":580,\"object-assign\":459}],579:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"UmmAlQura\",hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Umm al-Qura\",epochs:[\"BH\",\"AH\"],monthNames:[\"Al-Muharram\",\"Safar\",\"Rabi' al-awwal\",\"Rabi' Al-Thani\",\"Jumada Al-Awwal\",\"Jumada Al-Thani\",\"Rajab\",\"Sha'aban\",\"Ramadan\",\"Shawwal\",\"Dhu al-Qi'dah\",\"Dhu al-Hijjah\"],monthNamesShort:[\"Muh\",\"Saf\",\"Rab1\",\"Rab2\",\"Jum1\",\"Jum2\",\"Raj\",\"Sha'\",\"Ram\",\"Shaw\",\"DhuQ\",\"DhuH\"],dayNames:[\"Yawm al-Ahad\",\"Yawm al-Ithnain\",\"Yawm al-Thal\\u0101th\\u0101\\u2019\",\"Yawm al-Arba\\u2018\\u0101\\u2019\",\"Yawm al-Kham\\u012bs\",\"Yawm al-Jum\\u2018a\",\"Yawm al-Sabt\"],dayNamesMin:[\"Ah\",\"Ith\",\"Th\",\"Ar\",\"Kh\",\"Ju\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!0}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 355===this.daysInYear(e.year())},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){for(var e=0,r=1;r<=12;r++)e+=this.daysInMonth(t,r);return e},daysInMonth:function(t,e){for(var r=this._validate(t,e,this.minDay,n.local.invalidMonth).toJD()-24e5+.5,a=0,i=0;i<o.length;i++){if(o[i]>r)return o[a]-o[a-1];a++}return 30},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate),i=12*(a.year()-1)+a.month()-15292;return a.day()+o[i-1]-1+24e5-.5},fromJD:function(t){for(var e=t-24e5+.5,r=0,n=0;n<o.length&&!(o[n]>e);n++)r++;var a=r+15292,i=Math.floor((a-1)/12),s=i+1,l=a-12*i,c=e-o[r-1]+1;return this.newDate(s,l,c)},isValid:function(t,e,r){var a=n.baseCalendar.prototype.isValid.apply(this,arguments);return a&&(a=(t=null!=t.year?t.year:t)>=1276&&t<=1500),a},_validate:function(t,e,r,a){var i=n.baseCalendar.prototype._validate.apply(this,arguments);if(i.year<1276||i.year>1500)throw a.replace(/\\{0\\}/,this.local.name);return i}}),n.calendars.ummalqura=i;var 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n=t(\"object-assign\");function a(){this.regionalOptions=[],this.regionalOptions[\"\"]={invalidCalendar:\"Calendar {0} not found\",invalidDate:\"Invalid {0} date\",invalidMonth:\"Invalid {0} month\",invalidYear:\"Invalid {0} year\",differentCalendars:\"Cannot mix {0} and {1} dates\"},this.local=this.regionalOptions[\"\"],this.calendars={},this._localCals={}}function i(t,e,r,n){if(this._calendar=t,this._year=e,this._month=r,this._day=n,0===this._calendar._validateLevel&&!this._calendar.isValid(this._year,this._month,this._day))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name)}function o(t,e){return\"000000\".substring(0,e-(t=\"\"+t).length)+t}function s(){this.shortYearCutoff=\"+10\"}function l(t){this.local=this.regionalOptions[t]||this.regionalOptions[\"\"]}n(a.prototype,{instance:function(t,e){t=(t||\"gregorian\").toLowerCase(),e=e||\"\";var r=this._localCals[t+\"-\"+e];if(!r&&this.calendars[t]&&(r=new this.calendars[t](e),this._localCals[t+\"-\"+e]=r),!r)throw(this.local.invalidCalendar||this.regionalOptions[\"\"].invalidCalendar).replace(/\\{0\\}/,t);return r},newDate:function(t,e,r,n,a){return(n=(null!=t&&t.year?t.calendar():\"string\"==typeof n?this.instance(n,a):n)||this.instance()).newDate(t,e,r)},substituteDigits:function(t){return function(e){return(e+\"\").replace(/[0-9]/g,(function(e){return t[e]}))}},substituteChineseDigits:function(t,e){return function(r){for(var n=\"\",a=0;r>0;){var i=r%10;n=(0===i?\"\":t[i]+e[a])+n,a++,r=Math.floor(r/10)}return 0===n.indexOf(t[1]+e[1])&&(n=n.substr(1)),n||t[0]}}}),n(i.prototype,{newDate:function(t,e,r){return this._calendar.newDate(null==t?this:t,e,r)},year:function(t){return 0===arguments.length?this._year:this.set(t,\"y\")},month:function(t){return 0===arguments.length?this._month:this.set(t,\"m\")},day:function(t){return 0===arguments.length?this._day:this.set(t,\"d\")},date:function(t,e,r){if(!this._calendar.isValid(t,e,r))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name);return this._year=t,this._month=e,this._day=r,this},leapYear:function(){return this._calendar.leapYear(this)},epoch:function(){return this._calendar.epoch(this)},formatYear:function(){return this._calendar.formatYear(this)},monthOfYear:function(){return this._calendar.monthOfYear(this)},weekOfYear:function(){return this._calendar.weekOfYear(this)},daysInYear:function(){return this._calendar.daysInYear(this)},dayOfYear:function(){return this._calendar.dayOfYear(this)},daysInMonth:function(){return this._calendar.daysInMonth(this)},dayOfWeek:function(){return this._calendar.dayOfWeek(this)},weekDay:function(){return this._calendar.weekDay(this)},extraInfo:function(){return this._calendar.extraInfo(this)},add:function(t,e){return this._calendar.add(this,t,e)},set:function(t,e){return this._calendar.set(this,t,e)},compareTo:function(t){if(this._calendar.name!==t._calendar.name)throw(c.local.differentCalendars||c.regionalOptions[\"\"].differentCalendars).replace(/\\{0\\}/,this._calendar.local.name).replace(/\\{1\\}/,t._calendar.local.name);var e=this._year!==t._year?this._year-t._year:this._month!==t._month?this.monthOfYear()-t.monthOfYear():this._day-t._day;return 0===e?0:e<0?-1:1},calendar:function(){return this._calendar},toJD:function(){return this._calendar.toJD(this)},fromJD:function(t){return this._calendar.fromJD(t)},toJSDate:function(){return this._calendar.toJSDate(this)},fromJSDate:function(t){return this._calendar.fromJSDate(t)},toString:function(){return(this.year()<0?\"-\":\"\")+o(Math.abs(this.year()),4)+\"-\"+o(this.month(),2)+\"-\"+o(this.day(),2)}}),n(s.prototype,{_validateLevel:0,newDate:function(t,e,r){return null==t?this.today():(t.year&&(this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),r=t.day(),e=t.month(),t=t.year()),new i(this,t,e,r))},today:function(){return this.fromJSDate(new Date)},epoch:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear).year()<0?this.local.epochs[0]:this.local.epochs[1]},formatYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return(e.year()<0?\"-\":\"\")+o(Math.abs(e.year()),4)},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear),12},monthOfYear:function(t,e){var r=this._validate(t,e,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth);return(r.month()+this.monthsInYear(r)-this.firstMonth)%this.monthsInYear(r)+this.minMonth},fromMonthOfYear:function(t,e){var r=(e+this.firstMonth-2*this.minMonth)%this.monthsInYear(t)+this.minMonth;return this._validate(t,r,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth),r},daysInYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return this.leapYear(e)?366:365},dayOfYear:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return n.toJD()-this.newDate(n.year(),this.fromMonthOfYear(n.year(),this.minMonth),this.minDay).toJD()+1},daysInWeek:function(){return 7},dayOfWeek:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return(Math.floor(this.toJD(n))+2)%this.daysInWeek()},extraInfo:function(t,e,r){return this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),{}},add:function(t,e,r){return this._validate(t,this.minMonth,this.minDay,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),this._correctAdd(t,this._add(t,e,r),e,r)},_add:function(t,e,r){if(this._validateLevel++,\"d\"===r||\"w\"===r){var n=t.toJD()+e*(\"w\"===r?this.daysInWeek():1),a=t.calendar().fromJD(n);return this._validateLevel--,[a.year(),a.month(),a.day()]}try{var i=t.year()+(\"y\"===r?e:0),o=t.monthOfYear()+(\"m\"===r?e:0);a=t.day();\"y\"===r?(t.month()!==this.fromMonthOfYear(i,o)&&(o=this.newDate(i,t.month(),this.minDay).monthOfYear()),o=Math.min(o,this.monthsInYear(i)),a=Math.min(a,this.daysInMonth(i,this.fromMonthOfYear(i,o)))):\"m\"===r&&(!function(t){for(;o<t.minMonth;)i--,o+=t.monthsInYear(i);for(var e=t.monthsInYear(i);o>e-1+t.minMonth;)i++,o-=e,e=t.monthsInYear(i)}(this),a=Math.min(a,this.daysInMonth(i,this.fromMonthOfYear(i,o))));var s=[i,this.fromMonthOfYear(i,o),a];return this._validateLevel--,s}catch(t){throw 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r,s,l=o(t,e),c=l.on,u=l.off.concat(l.explicitOff),h={},f=t._fullLayout.annotations;if(!c.length&&!u.length)return;for(r=0;r<c.length;r++)(s=i(t.layout,\"annotations\",f[c[r]])).modifyItem(\"visible\",!0),n.extendFlat(h,s.getUpdateObj());for(r=0;r<u.length;r++)(s=i(t.layout,\"annotations\",f[u[r]])).modifyItem(\"visible\",!1),n.extendFlat(h,s.getUpdateObj());return a.call(\"update\",t,{},h)}}},{\"../../lib\":735,\"../../plot_api/plot_template\":773,\"../../registry\":866}],588:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../color\");e.exports=function(t,e,r,i){i(\"opacity\");var o=i(\"bgcolor\"),s=i(\"bordercolor\"),l=a.opacity(s);i(\"borderpad\");var c=i(\"borderwidth\"),u=i(\"showarrow\");if(i(\"text\",u?\" \":r._dfltTitle.annotation),i(\"textangle\"),n.coerceFont(i,\"font\",r.font),i(\"width\"),i(\"align\"),i(\"height\")&&i(\"valign\"),u){var 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l,c,u=t._fullLayout.annotations,h=e._id.charAt(0),f=0;f<u.length;f++)l=u[f],c=\"annotations[\"+f+\"].\",l[h+\"ref\"]===e._id&&p(h),l[\"a\"+h+\"ref\"]===e._id&&p(\"a\"+h);function p(t){var r=l[t],s=null;s=o?a(r,e.range):Math.pow(10,r),n(s)||(s=null),i(c+t,s)}}},{\"../../lib/to_log_range\":761,\"fast-isnumeric\":237}],590:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../plots/cartesian/axes\"),i=t(\"../../plots/array_container_defaults\"),o=t(\"./common_defaults\"),s=t(\"./attributes\");function l(t,e,r){function i(r,a){return n.coerce(t,e,s,r,a)}var l=i(\"visible\"),c=i(\"clicktoshow\");if(l||c){o(t,e,r,i);for(var u=e.showarrow,h=[\"x\",\"y\"],f=[-10,-30],p={_fullLayout:r},d=0;d<2;d++){var g=h[d],m=a.coerceRef(t,e,p,g,\"\",\"paper\");if(\"paper\"!==m)a.getFromId(p,m)._annIndices.push(e._index);if(a.coercePosition(e,p,i,m,g,.5),u){var v=\"a\"+g,y=a.coerceRef(t,e,p,v,\"pixel\");\"pixel\"!==y&&y!==m&&(y=e[v]=\"pixel\");var 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S={x:{},y:{}},E=+e.textangle||0,C=x._infolayer.append(\"g\").classed(v,!0).attr(\"data-index\",String(r)).style(\"opacity\",e.opacity),L=C.append(\"g\").classed(\"annotation-text-g\",!0),P=_[e.showarrow?\"annotationTail\":\"annotationPosition\"],I=e.captureevents||_.annotationText||P,z=L.append(\"g\").style(\"pointer-events\",I?\"all\":null).call(f,\"pointer\").on(\"click\",(function(){t._dragging=!1,t.emit(\"plotly_clickannotation\",q(n.event))}));e.hovertext&&z.on(\"mouseover\",(function(){var r=e.hoverlabel,n=r.font,a=this.getBoundingClientRect(),i=t.getBoundingClientRect();u.loneHover({x0:a.left-i.left,x1:a.right-i.left,y:(a.top+a.bottom)/2-i.top,text:e.hovertext,color:r.bgcolor,borderColor:r.bordercolor,fontFamily:n.family,fontSize:n.size,fontColor:n.color},{container:x._hoverlayer.node(),outerContainer:x._paper.node(),gd:t})})).on(\"mouseout\",(function(){u.loneUnhover(x._hoverlayer.node())}));var O=e.borderwidth,D=e.borderpad,R=O+D,F=z.append(\"rect\").attr(\"class\",\"bg\").style(\"stroke-width\",O+\"px\").call(l.stroke,e.bordercolor).call(l.fill,e.bgcolor),B=e.width||e.height,N=x._topclips.selectAll(\"#\"+A).data(B?[0]:[]);N.enter().append(\"clipPath\").classed(\"annclip\",!0).attr(\"id\",A).append(\"rect\"),N.exit().remove();var j=e.font,U=x._meta?o.templateString(e.text,x._meta):e.text,V=z.append(\"text\").classed(\"annotation-text\",!0).text(U);_.annotationText?V.call(h.makeEditable,{delegate:z,gd:t}).call(H).on(\"edit\",(function(r){e.text=r,this.call(H),k(\"text\",r),s&&s.autorange&&T(s._name+\".autorange\",!0),m&&m.autorange&&T(m._name+\".autorange\",!0),a.call(\"_guiRelayout\",t,M())})):V.call(H)}else n.selectAll(\"#\"+A).remove();function q(t){var n={index:r,annotation:e._input,fullAnnotation:e,event:t};return i&&(n.subplotId=i),n}function H(r){return 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dt=0,gt=0;if(\"left\"!==e.align&&(dt=(w-v)*(\"center\"===e.align?.5:1)),\"top\"!==e.valign&&(gt=(I-y)*(\"middle\"===e.valign?.5:1)),u)n.select(\"svg\").attr({x:R+dt-1,y:R+gt}).call(c.setClipUrl,B?A:null,t);else{var mt=R+gt-d.top,vt=R+dt-d.left;V.call(h.positionText,vt,mt).call(c.setClipUrl,B?A:null,t)}N.select(\"rect\").call(c.setRect,R,R,w,I),F.call(c.setRect,O/2,O/2,D-O,j-O),z.call(c.setTranslate,Math.round(S.x.text-D/2),Math.round(S.y.text-j/2)),L.attr({transform:\"rotate(\"+E+\",\"+S.x.text+\",\"+S.y.text+\")\"});var yt,xt=function(r,n){C.selectAll(\".annotation-arrow-g\").remove();var u=S.x.head,h=S.y.head,f=S.x.tail+r,d=S.y.tail+n,v=S.x.text+r,y=S.y.text+n,x=o.rotationXYMatrix(E,v,y),w=o.apply2DTransform(x),A=o.apply2DTransform2(x),P=+F.attr(\"width\"),I=+F.attr(\"height\"),O=v-.5*P,D=O+P,R=y-.5*I,B=R+I,N=[[O,R,O,B],[O,B,D,B],[D,B,D,R],[D,R,O,R]].map(A);if(!N.reduce((function(t,e){return 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n=t(\"../annotations/attributes\"),a=t(\"../../plot_api/edit_types\").overrideAll,i=t(\"../../plot_api/plot_template\").templatedArray;e.exports=a(i(\"annotation\",{visible:n.visible,x:{valType:\"any\"},y:{valType:\"any\"},z:{valType:\"any\"},ax:{valType:\"number\"},ay:{valType:\"number\"},xanchor:n.xanchor,xshift:n.xshift,yanchor:n.yanchor,yshift:n.yshift,text:n.text,textangle:n.textangle,font:n.font,width:n.width,height:n.height,opacity:n.opacity,align:n.align,valign:n.valign,bgcolor:n.bgcolor,bordercolor:n.bordercolor,borderpad:n.borderpad,borderwidth:n.borderwidth,showarrow:n.showarrow,arrowcolor:n.arrowcolor,arrowhead:n.arrowhead,startarrowhead:n.startarrowhead,arrowside:n.arrowside,arrowsize:n.arrowsize,startarrowsize:n.startarrowsize,arrowwidth:n.arrowwidth,standoff:n.standoff,startstandoff:n.startstandoff,hovertext:n.hovertext,hoverlabel:n.hoverlabel,captureevents:n.captureevents}),\"calc\",\"from-root\")},{\"../../plot_api/edit_types\":766,\"../../plot_api/plot_template\":773,\"../annotations/attributes\":585}],595:[function(t,e,r){\"use 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n.coerce(t,e,s,r,a)}function c(t){var n=t+\"axis\",i={_fullLayout:{}};return i._fullLayout[n]=r[n],a.coercePosition(e,i,l,t,t,.5)}l(\"visible\")&&(o(t,e,i.fullLayout,l),c(\"x\"),c(\"y\"),c(\"z\"),n.noneOrAll(t,e,[\"x\",\"y\",\"z\"]),e.xref=\"x\",e.yref=\"y\",e.zref=\"z\",l(\"xanchor\"),l(\"yanchor\"),l(\"xshift\"),l(\"yshift\"),e.showarrow&&(e.axref=\"pixel\",e.ayref=\"pixel\",l(\"ax\",-10),l(\"ay\",-30),n.noneOrAll(t,e,[\"ax\",\"ay\"])))}e.exports=function(t,e,r){i(t,e,{name:\"annotations\",handleItemDefaults:l,fullLayout:r.fullLayout})}},{\"../../lib\":735,\"../../plots/array_container_defaults\":779,\"../../plots/cartesian/axes\":783,\"../annotations/common_defaults\":588,\"./attributes\":594}],597:[function(t,e,r){\"use strict\";var n=t(\"../annotations/draw\").drawRaw,a=t(\"../../plots/gl3d/project\"),i=[\"x\",\"y\",\"z\"];e.exports=function(t){for(var e=t.fullSceneLayout,r=t.dataScale,o=e.annotations,s=0;s<o.length;s++){for(var l=o[s],c=!1,u=0;u<3;u++){var h=i[u],f=l[h],p=e[h+\"axis\"].r2fraction(f);if(p<0||p>1){c=!0;break}}c?t.fullLayout._infolayer.select(\".annotation-\"+t.id+'[data-index=\"'+s+'\"]').remove():(l._pdata=a(t.glplot.cameraParams,[e.xaxis.r2l(l.x)*r[0],e.yaxis.r2l(l.y)*r[1],e.zaxis.r2l(l.z)*r[2]]),n(t.graphDiv,l,s,t.id,l._xa,l._ya))}}},{\"../../plots/gl3d/project\":834,\"../annotations/draw\":591}],598:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),a=t(\"../../lib\");e.exports={moduleType:\"component\",name:\"annotations3d\",schema:{subplots:{scene:{annotations:t(\"./attributes\")}}},layoutAttributes:t(\"./attributes\"),handleDefaults:t(\"./defaults\"),includeBasePlot:function(t,e){var r=n.subplotsRegistry.gl3d;if(!r)return;for(var i=r.attrRegex,o=Object.keys(t),s=0;s<o.length;s++){var 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This does not set the calendar for\",\"interpreting data on this axis, that's specified in the trace\",\"or via the global `layout.calendar`\"].join(\" \"));e.exports={moduleType:\"component\",name:\"calendars\",schema:{traces:{scatter:m,bar:m,box:m,heatmap:m,contour:m,histogram:m,histogram2d:m,histogram2dcontour:m,scatter3d:v,surface:v,mesh3d:v,scattergl:m,ohlc:g,candlestick:g},layout:{calendar:p([\"Sets the default calendar system to use for interpreting and\",\"displaying dates throughout the plot.\"].join(\" \"))},subplots:{xaxis:{calendar:y},yaxis:{calendar:y},scene:{xaxis:{calendar:y},yaxis:{calendar:y},zaxis:{calendar:y}},polar:{radialaxis:{calendar:y}}},transforms:{filter:{valuecalendar:p([\"Sets the calendar system to use for `value`, if it is a date.\"].join(\" \")),targetcalendar:p([\"Sets the calendar system to use for `target`, if it is an\",\"array of dates. If `target` is a string (eg *x*) we use the\",\"corresponding trace attribute (eg `xcalendar`) if it exists,\",\"even if `targetcalendar` is provided.\"].join(\" \"))}}},layoutAttributes:l,handleDefaults:c,handleTraceDefaults:function(t,e,r,n){for(var 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S=/<extra>([\\s\\S]*)<\\/extra>/;function E(t,e,r){var a=r._fullLayout,i=e.hovermode,s=e.rotateLabels,c=e.bgColor,f=e.container,p=e.outerContainer,d=e.commonLabelOpts||{},b=e.fontFamily||m.HOVERFONT,_=e.fontSize||m.HOVERFONTSIZE,w=t[0],T=w.xa,S=w.ya,E=\"y\"===i.charAt(0)?\"yLabel\":\"xLabel\",L=w[E],P=(String(L)||\"\").split(\" \")[0],I=p.node().getBoundingClientRect(),z=I.top,O=I.width,D=I.height,R=void 0!==L&&w.distance<=e.hoverdistance&&(\"x\"===i||\"y\"===i);if(R){var F,B,N=!0;for(F=0;F<t.length;F++)if(N&&void 0===t[F].zLabel&&(N=!1),B=t[F].hoverinfo||t[F].trace.hoverinfo){var j=Array.isArray(B)?B:B.split(\"+\");if(-1===j.indexOf(\"all\")&&-1===j.indexOf(i)){R=!1;break}}N&&(R=!1)}var U=f.selectAll(\"g.axistext\").data(R?[0]:[]);function V(t){return t.filter((function(t){return void 0!==t.zLabelVal||(t[E]||\"\").split(\" \")[0]===P}))}if(U.enter().append(\"g\").classed(\"axistext\",!0),U.exit().remove(),U.each((function(){var 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E=x.width/2+M;v<E?(v=E,s.attr(\"d\",\"M-\"+(E-k)+\",0L-\"+(E-2*k)+\",\"+A+k+\"H\"+(M+x.width/2)+\"v\"+A+(2*M+x.height)+\"H-\"+E+\"V\"+A+k+\"Z\")):v>a.width-E?(v=a.width-E,s.attr(\"d\",\"M\"+(E-k)+\",0L\"+E+\",\"+A+k+\"v\"+A+(2*M+x.height)+\"H-\"+E+\"V\"+A+k+\"H\"+(E-2*k)+\"Z\")):s.attr(\"d\",\"M0,0L\"+k+\",\"+A+k+\"H\"+(M+x.width/2)+\"v\"+A+(2*M+x.height)+\"H-\"+(M+x.width/2)+\"V\"+A+k+\"H-\"+k+\"Z\")}else{var C,P,I;\"right\"===S.side?(C=\"start\",P=1,I=\"\",v=T._offset+T._length):(C=\"end\",P=-1,I=\"-\",v=T._offset),y=S._offset+(w.y0+w.y1)/2,c.attr(\"text-anchor\",C),s.attr(\"d\",\"M0,0L\"+I+k+\",\"+k+\"V\"+(M+x.height/2)+\"h\"+I+(2*M+x.width)+\"V-\"+(M+x.height/2)+\"H\"+I+k+\"V-\"+k+\"Z\");var O,D=x.height/2,R=z-x.top-D,F=\"clip\"+a._uid+\"commonlabel\"+S._id;if(v<x.width+2*M+k){O=\"M-\"+(k+M)+\"-\"+D+\"h-\"+(x.width-M)+\"V\"+D+\"h\"+(x.width-M)+\"Z\";var B=x.width-v+M;l.positionText(c,B,R),\"end\"===C&&c.selectAll(\"tspan\").each((function(){var 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t=n.select(this);t.append(\"rect\").call(h.fill,h.addOpacity(c,.8)),t.append(\"text\").classed(\"name\",!0),t.append(\"path\").style(\"stroke-width\",\"1px\"),t.append(\"text\").classed(\"nums\",!0).call(u.font,b,_)})),it.exit().remove(),it.each((function(t){var e=n.select(this).attr(\"transform\",\"\"),o=t.bgcolor||t.color,f=h.combine(h.opacity(o)?o:h.defaultLine,c),p=h.combine(h.opacity(t.color)?t.color:h.defaultLine,c),d=t.borderColor||h.contrast(f),g=C(t,R,i,a,L,e),m=g[0],v=g[1],y=e.select(\"text.nums\").call(u.font,t.fontFamily||b,t.fontSize||_,t.fontColor||d).text(m).attr(\"data-notex\",1).call(l.positionText,0,0).call(l.convertToTspans,r),w=e.select(\"text.name\"),T=0,A=0;if(v&&v!==m){w.call(u.font,t.fontFamily||b,t.fontSize||_,p).text(v).attr(\"data-notex\",1).call(l.positionText,0,0).call(l.convertToTspans,r);var S=w.node().getBoundingClientRect();T=S.width+2*M,A=S.height+2*M}else w.remove(),e.select(\"rect\").remove();e.select(\"path\").style({fill:f,stroke:d});var E,P,I=y.node().getBoundingClientRect(),F=t.xa._offset+(t.x0+t.x1)/2,B=t.ya._offset+(t.y0+t.y1)/2,N=Math.abs(t.x1-t.x0),j=Math.abs(t.y1-t.y0),U=I.width+k+M+T;if(t.ty0=z-I.top,t.bx=I.width+2*M,t.by=Math.max(I.height+2*M,A),t.anchor=\"start\",t.txwidth=I.width,t.tx2width=T,t.offset=0,s)t.pos=F,E=B+j/2+U<=D,P=B-j/2-U>=0,\"top\"!==t.idealAlign&&E||!P?E?(B+=j/2,t.anchor=\"start\"):t.anchor=\"middle\":(B-=j/2,t.anchor=\"end\");else if(t.pos=B,E=F+N/2+U<=O,P=F-N/2-U>=0,\"left\"!==t.idealAlign&&E||!P)if(E)F+=N/2,t.anchor=\"start\";else{t.anchor=\"middle\";var V=U/2,q=F+V-O,H=F-V;q>0&&(F-=q),H<0&&(F+=-H)}else F-=N/2,t.anchor=\"end\";y.attr(\"text-anchor\",t.anchor),T&&w.attr(\"text-anchor\",t.anchor),e.attr(\"transform\",\"translate(\"+F+\",\"+B+\")\"+(s?\"rotate(\"+x+\")\":\"\"))})),it}function C(t,e,r,n,a,i){var s=\"\",l=\"\";void 0!==t.nameOverride&&(t.name=t.nameOverride),t.name&&(t.trace._meta&&(t.name=o.templateString(t.name,t.trace._meta)),s=O(t.name,t.nameLength)),void 0!==t.zLabel?(void 0!==t.xLabel&&(l+=\"x: \"+t.xLabel+\"<br>\"),void 0!==t.yLabel&&(l+=\"y: \"+t.yLabel+\"<br>\"),\"choropleth\"!==t.trace.type&&\"choroplethmapbox\"!==t.trace.type&&(l+=(l?\"z: \":\"\")+t.zLabel)):e&&t[r.charAt(0)+\"Label\"]===a?l=t[(\"x\"===r.charAt(0)?\"y\":\"x\")+\"Label\"]||\"\":void 0===t.xLabel?void 0!==t.yLabel&&\"scattercarpet\"!==t.trace.type&&(l=t.yLabel):l=void 0===t.yLabel?t.xLabel:\"(\"+t.xLabel+\", \"+t.yLabel+\")\",!t.text&&0!==t.text||Array.isArray(t.text)||(l+=(l?\"<br>\":\"\")+t.text),void 0!==t.extraText&&(l+=(l?\"<br>\":\"\")+t.extraText),i&&\"\"===l&&!t.hovertemplate&&(\"\"===s&&i.remove(),l=s);var c=n._d3locale,u=t.hovertemplate||!1,h=t.hovertemplateLabels||t,f=t.eventData[0]||{};return u&&(l=(l=o.hovertemplateString(u,h,c,f,t.trace._meta)).replace(S,(function(e,r){return s=O(r,t.nameLength),\"\"}))),[l,s]}function L(t,e){t.each((function(t){var r=n.select(this);if(t.del)return r.remove();var 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r=t.index,n=t.trace||{},i=t.cd[0],s=t.cd[r]||{};function l(t){return t||a(t)&&0===t}var c=Array.isArray(r)?function(t,e){var a=o.castOption(i,r,t);return l(a)?a:o.extractOption({},n,\"\",e)}:function(t,e){return o.extractOption(s,n,t,e)};function u(e,r,n){var a=c(r,n);l(a)&&(t[e]=a)}if(u(\"hoverinfo\",\"hi\",\"hoverinfo\"),u(\"bgcolor\",\"hbg\",\"hoverlabel.bgcolor\"),u(\"borderColor\",\"hbc\",\"hoverlabel.bordercolor\"),u(\"fontFamily\",\"htf\",\"hoverlabel.font.family\"),u(\"fontSize\",\"hts\",\"hoverlabel.font.size\"),u(\"fontColor\",\"htc\",\"hoverlabel.font.color\"),u(\"nameLength\",\"hnl\",\"hoverlabel.namelength\"),u(\"textAlign\",\"hta\",\"hoverlabel.align\"),t.posref=\"y\"===e||\"closest\"===e&&\"h\"===n.orientation?t.xa._offset+(t.x0+t.x1)/2:t.ya._offset+(t.y0+t.y1)/2,t.x0=o.constrain(t.x0,0,t.xa._length),t.x1=o.constrain(t.x1,0,t.xa._length),t.y0=o.constrain(t.y0,0,t.ya._length),t.y1=o.constrain(t.y1,0,t.ya._length),void 0!==t.xLabelVal&&(t.xLabel=\"xLabel\"in 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n=t(\"../../plots/font_attributes\"),a=t(\"../../plots/pad_attributes\"),i=t(\"../../lib/extend\").extendDeepAll,o=t(\"../../plot_api/edit_types\").overrideAll,s=t(\"../../plots/animation_attributes\"),l=t(\"../../plot_api/plot_template\").templatedArray,c=t(\"./constants\"),u=l(\"step\",{visible:{valType:\"boolean\",dflt:!0},method:{valType:\"enumerated\",values:[\"restyle\",\"relayout\",\"animate\",\"update\",\"skip\"],dflt:\"restyle\"},args:{valType:\"info_array\",freeLength:!0,items:[{valType:\"any\"},{valType:\"any\"},{valType:\"any\"}]},label:{valType:\"string\"},value:{valType:\"string\"},execute:{valType:\"boolean\",dflt:!0}});e.exports=o(l(\"slider\",{visible:{valType:\"boolean\",dflt:!0},active:{valType:\"number\",min:0,dflt:0},steps:u,lenmode:{valType:\"enumerated\",values:[\"fraction\",\"pixels\"],dflt:\"fraction\"},len:{valType:\"number\",min:0,dflt:1},x:{valType:\"number\",min:-2,max:3,dflt:0},pad:i(a({editType:\"arraydraw\"}),{},{t:{dflt:20}}),xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"left\"},y:{valType:\"number\",min:-2,max:3,dflt:0},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],dflt:\"top\"},transition:{duration:{valType:\"number\",min:0,dflt:150},easing:{valType:\"enumerated\",values:s.transition.easing.values,dflt:\"cubic-in-out\"}},currentvalue:{visible:{valType:\"boolean\",dflt:!0},xanchor:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],dflt:\"left\"},offset:{valType:\"number\",dflt:10},prefix:{valType:\"string\"},suffix:{valType:\"string\"},font:n({})},font:n({}),activebgcolor:{valType:\"color\",dflt:c.gripBgActiveColor},bgcolor:{valType:\"color\",dflt:c.railBgColor},bordercolor:{valType:\"color\",dflt:c.railBorderColor},borderwidth:{valType:\"number\",min:0,dflt:c.railBorderWidth},ticklen:{valType:\"number\",min:0,dflt:c.tickLength},tickcolor:{valType:\"color\",dflt:c.tickColor},tickwidth:{valType:\"number\",min:0,dflt:1},minorticklen:{valType:\"number\",min:0,dflt:c.minorTickLength}}),\"arraydraw\",\"from-root\")},{\"../../lib/extend\":726,\"../../plot_api/edit_types\":766,\"../../plot_api/plot_template\":773,\"../../plots/animation_attributes\":778,\"../../plots/font_attributes\":811,\"../../plots/pad_attributes\":845,\"./constants\":693}],693:[function(t,e,r){\"use 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T={y:e.y,b:h.height*d[w],t:h.height*p[w]};\"fraction\"===e.lenmode?(T.l=0,T.xl=e.x-e.len*p[_],T.r=0,T.xr=e.x+e.len*d[_]):(T.x=e.x,T.l=h.outerLength*p[_],T.r=h.outerLength*d[_]),a.autoMargin(t,g(e),T)}function y(t,e,r){if(e.currentvalue.visible){var n,a,i=e._dims;switch(e.currentvalue.xanchor){case\"right\":n=i.inputAreaLength-u.currentValueInset-i.currentValueMaxWidth,a=\"left\";break;case\"center\":n=.5*i.inputAreaLength,a=\"middle\";break;default:n=u.currentValueInset,a=\"left\"}var c=s.ensureSingle(t,\"text\",u.labelClass,(function(t){t.classed(\"user-select-none\",!0).attr({\"text-anchor\":a,\"data-notex\":1})})),h=e.currentvalue.prefix?e.currentvalue.prefix:\"\";if(\"string\"==typeof r)h+=r;else{var p=e.steps[e.active].label,d=e._gd._fullLayout._meta;d&&(p=s.templateString(p,d)),h+=p}e.currentvalue.suffix&&(h+=e.currentvalue.suffix),c.call(o.font,e.currentvalue.font).text(h).call(l.convertToTspans,e._gd);var 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n=t(\"d3\"),a=t(\"country-regex\"),i=t(\"@turf/area\"),o=t(\"@turf/centroid\"),s=t(\"@turf/bbox\"),l=t(\"./identity\"),c=t(\"./loggers\"),u=t(\"./is_plain_object\"),h=t(\"./nested_property\"),f=t(\"./polygon\"),p=Object.keys(a),d={\"ISO-3\":l,\"USA-states\":l,\"country names\":function(t){for(var e=0;e<p.length;e++){var r=p[e];if(new RegExp(a[r]).test(t.trim().toLowerCase()))return r}return c.log(\"Unrecognized country name: \"+t+\".\"),!1}};function g(t){var e=t.geojson,r=window.PlotlyGeoAssets||{},n=\"string\"==typeof e?r[e]:e;return u(n)?n:(c.error(\"Oops ... something went wrong when fetching \"+e),!1)}e.exports={locationToFeature:function(t,e,r){if(!e||\"string\"!=typeof e)return!1;var n,a,i,o=d[t](e);if(o){if(\"USA-states\"===t)for(n=[],i=0;i<r.length;i++)(a=r[i]).properties&&a.properties.gu&&\"USA\"===a.properties.gu&&n.push(a);else n=r;for(i=0;i<n.length;i++)if((a=n[i]).id===o)return a;c.log([\"Location with id\",o,\"does not have a matching topojson feature at this 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n=t(\"fast-isnumeric\"),a=t(\"../../registry\"),i=t(\"../../lib\"),o=t(\"../array_container_defaults\"),s=t(\"./layout_attributes\"),l=t(\"./tick_value_defaults\"),c=t(\"./tick_mark_defaults\"),u=t(\"./tick_label_defaults\"),h=t(\"./category_order_defaults\"),f=t(\"./line_grid_defaults\"),p=t(\"./set_convert\"),d=t(\"./constants\").WEEKDAY_PATTERN,g=t(\"./constants\").HOUR_PATTERN;function m(t,e,r){function a(r,n){return i.coerce(t,e,s.rangebreaks,r,n)}if(a(\"enabled\")){var o=a(\"bounds\");if(o&&o.length>=2){var l,c,u=\"\";if(2===o.length)for(l=0;l<2;l++)if(c=y(o[l])){u=d;break}var h=a(\"pattern\",u);if(h===d)for(l=0;l<2;l++)(c=y(o[l]))&&(e.bounds[l]=o[l]=c-1);if(h)for(l=0;l<2;l++)switch(c=o[l],h){case d:if(!n(c))return void(e.enabled=!1);if((c=+c)!==Math.floor(c)||c<0||c>=7)return void(e.enabled=!1);e.bounds[l]=o[l]=c;break;case g:if(!n(c))return void(e.enabled=!1);if((c=+c)<0||c>24)return void(e.enabled=!1);e.bounds[l]=o[l]=c}if(!1===r.autorange){var 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n=t(\"../../lib\"),a=t(\"./axis_ids\").id2name,i=t(\"./scale_zoom\"),o=t(\"./autorange\").makePadFn,s=t(\"./autorange\").concatExtremes,l=t(\"../../constants/numerical\").ALMOST_EQUAL,c=t(\"../../constants/alignment\").FROM_BL;function u(t,e,r,n,i){var o,s,l,c,u=\"range\"!==i,h=n[a(e)].type,f=[];for(s=0;s<r.length;s++)if((l=r[s])!==e&&(c=n[a(l)]).type===h)if(c.fixedrange){if(u&&c.anchor){n[a(c.anchor)].fixedrange&&f.push(l)}}else f.push(l);for(o=0;o<t.length;o++)if(t[o][e]){var p=t[o],d=[];for(s=0;s<f.length;s++)p[l=f[s]]||d.push(l);return{linkableAxes:d,thisGroup:p}}return{linkableAxes:f,thisGroup:null}}function h(t,e,r,n,a){var i,o,s,l,c;null===e?((e={})[r]=1,c=t.length,t.push(e)):c=t.indexOf(e);var u=Object.keys(e);for(i=0;i<t.length;i++)if(s=t[i],i!==c&&s[n]){var h=s[n];for(o=0;o<u.length;o++)s[l=u[o]]=h*a*e[l];return void t.splice(c,1)}if(1!==a)for(o=0;o<u.length;o++)e[u[o]]*=a;e[n]=1}function f(t,e){var 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n._length*(n._rl[e]-a)/(n._rl[e]-n._rl[i])}}function Nt(t,e){for(var r=rt.isSubplotConstrained?{x:J,y:X}[t]:rt[t+\"axes\"],n=rt.isSubplotConstrained?{x:X,y:J}[t]:[],a=0;a<r.length;a++){var i=r[a],o=i._id,s=rt.xLinks[o]||rt.yLinks[o],l=n[0]||W[s]||Z[s];l&&(e?(e[i._name+\".range[0]\"]=e[l._name+\".range[0]\"],e[i._name+\".range[1]\"]=e[l._name+\".range[1]\"]):i.range=l.range.slice())}}function jt(){var e,r=[];function n(t){for(e=0;e<t.length;e++)t[e].fixedrange||r.push(t[e]._id)}for(ot&&(n(X),n(et.xaxes),n(rt.xaxes)),st&&(n(J),n(et.yaxes),n(rt.yaxes)),ht={},e=0;e<r.length;e++){var a=r[e],i=w(t,a);f.drawOne(t,i,{skipTitle:!0}),ht[i._name+\".range[0]\"]=i.range[0],ht[i._name+\".range[1]\"]=i.range[1]}f.redrawComponents(t,r)}function Ut(){if(!t._transitioningWithDuration){var e=t._context.doubleClick,r=[];nt&&(r=r.concat(X)),at&&(r=r.concat(J)),rt.xaxes&&(r=r.concat(rt.xaxes)),rt.yaxes&&(r=r.concat(rt.yaxes));var n,a,i,s={};if(\"reset+autosize\"===e)for(e=\"autosize\",a=0;a<r.length;a++)if((n=r[a])._rangeInitial&&(n.range[0]!==n._rangeInitial[0]||n.range[1]!==n._rangeInitial[1])||!n._rangeInitial&&!n.autorange){e=\"reset\";break}if(\"autosize\"===e)for(a=0;a<r.length;a++)(n=r[a]).fixedrange||(s[n._name+\".autorange\"]=!0);else if(\"reset\"===e)for((nt||et.isSubplotConstrained)&&(r=r.concat(et.xaxes)),at&&!et.isSubplotConstrained&&(r=r.concat(et.yaxes)),et.isSubplotConstrained&&(nt?at||(r=r.concat(J)):r=r.concat(X)),a=0;a<r.length;a++)(n=r[a]).fixedrange||(n._rangeInitial?(i=n._rangeInitial,s[n._name+\".range[0]\"]=i[0],s[n._name+\".range[1]\"]=i[1]):s[n._name+\".autorange\"]=!0);t.emit(\"plotly_doubleclick\",null),o.call(\"_guiRelayout\",t,s)}}function Vt(){qt([0,0,$,tt]),s.syncOrAsync([_.previousPromises,function(){t._fullLayout._replotting=!1,o.call(\"_guiRelayout\",t,ht)}],t)}function qt(e){var r,n,a,i,l=t._fullLayout,c=l._plots,h=l._subplots.cartesian;if(ct&&o.subplotsRegistry.splom.drag(t),lt)for(r=0;r<h.length;r++)if(a=(n=c[h[r]]).xaxis,i=n.yaxis,n._scene){var f=s.simpleMap(a.range,a.r2l),p=s.simpleMap(i.range,i.r2l);n._scene.update({range:[f[0],p[0],f[1],p[1]]})}if((ct||lt)&&(x(t),b(t)),ut){var d=e[2]/P._length,m=e[3]/j._length;for(r=0;r<h.length;r++){a=(n=c[h[r]]).xaxis,i=n.yaxis;var v,y,_,w,T=ot&&!a.fixedrange&&W[a._id],k=st&&!i.fixedrange&&Z[i._id];if(T?(v=d,_=L?e[0]:Yt(a,v)):rt.xaHash[a._id]?(v=d,_=e[0]*a._length/P._length):rt.yaHash[a._id]?(v=m,_=\"ns\"===at?-e[1]*a._length/j._length:Yt(a,v,{n:\"top\",s:\"bottom\"}[at])):_=Gt(a,v=Ht(a,d,m)),k?(y=m,w=g?e[1]:Yt(i,y)):rt.yaHash[i._id]?(y=m,w=e[1]*i._length/j._length):rt.xaHash[i._id]?(y=d,w=\"ew\"===nt?-e[0]*i._length/P._length:Yt(i,y,{e:\"right\",w:\"left\"}[nt])):w=Gt(i,y=Ht(i,d,m)),v||y){v||(v=1),y||(y=1);var 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n,a=Math.exp(-Math.min(Math.max(r,-20),20)/200),i=Ft.draglayer.select(\".nsewdrag\").node().getBoundingClientRect(),o=(e.clientX-i.left)/i.width,l=(i.bottom-e.clientY)/i.height;if(ot){for(L||(o=.5),n=0;n<X.length;n++)c(X[n],o,a);Nt(\"x\"),Ot[2]*=a,Ot[0]+=Ot[2]*o*(1/a-1)}if(st){for(g||(l=.5),n=0;n<J.length;n++)c(J[n],l,a);Nt(\"y\"),Ot[3]*=a,Ot[1]+=Ot[3]*(1-l)*(1/a-1)}qt(Ot),jt(),t.emit(\"plotly_relayouting\",ht),Dt=setTimeout((function(){Ot=[0,0,$,tt],Vt()}),Rt),e.preventDefault()}else s.log(\"Did not find wheel motion attributes: \",e)}function c(t,e,r){if(!t.fixedrange){var n=s.simpleMap(t.range,t.r2l),a=n[0]+(n[1]-n[0])*e;t.range=n.map((function(e){return t.l2r(a+(e-a)*r)}))}}})),vt},makeDragger:P,makeRectDragger:I,makeZoombox:F,makeCorners:B,updateZoombox:N,xyCorners:q,transitionZoombox:j,removeZoombox:U,showDoubleClickNotifier:V,attachWheelEventHandler:G}},{\"../../components/color\":602,\"../../components/dragelement\":621,\"../../components/dragelement/helpers\":620,\"../../components/drawing\":624,\"../../components/fx\":642,\"../../constants/alignment\":704,\"../../lib\":735,\"../../lib/clear_gl_canvases\":720,\"../../lib/setcursor\":755,\"../../lib/svg_text_utils\":759,\"../../plot_api/subroutines\":774,\"../../registry\":866,\"../plots\":846,\"./axes\":783,\"./axis_ids\":786,\"./constants\":789,\"./scale_zoom\":801,\"./select\":802,d3:165,\"has-passive-events\":414,tinycolor2:535}],792:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../components/fx\"),i=t(\"../../components/dragelement\"),o=t(\"../../lib/setcursor\"),s=t(\"./dragbox\").makeDragBox,l=t(\"./constants\").DRAGGERSIZE;r.initInteractions=function(t){var 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n=t(\"d3\"),a=t(\"../../registry\"),i=t(\"../../lib\"),o=t(\"../../components/color\"),s=t(\"../../components/drawing\"),l=t(\"../../components/fx\"),c=t(\"../plots\"),u=t(\"../cartesian/axes\"),h=t(\"../cartesian/autorange\").getAutoRange,f=t(\"../../components/dragelement\"),p=t(\"../cartesian/select\").prepSelect,d=t(\"../cartesian/select\").clearSelect,g=t(\"../cartesian/select\").selectOnClick,m=t(\"./zoom\"),v=t(\"./constants\"),y=t(\"../../lib/geo_location_utils\"),x=t(\"../../lib/topojson_utils\"),b=t(\"topojson-client\").feature;function 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e=t.projection.type,r=n.geo[v.projNames[e]](),a=t._isClipped?v.lonaxisSpan[e]/2:null,i=[\"center\",\"rotate\",\"parallels\",\"clipExtent\"],o=function(t){return t?r:[]},s=0;s<i.length;s++){var l=i[s];\"function\"!=typeof r[l]&&(r[l]=o)}r.isLonLatOverEdges=function(t){if(null===r(t))return!0;if(a){var e=r.rotate();return n.geo.distance(t,[-e[0],-e[1]])>a*Math.PI/180}return!1},r.getPath=function(){return n.geo.path().projection(r)},r.getBounds=function(t){return r.getPath().bounds(t)},r.fitExtent=function(t,e){var n=t[1][0]-t[0][0],a=t[1][1]-t[0][1],i=r.clipExtent&&r.clipExtent();r.scale(150).translate([0,0]),i&&r.clipExtent(null);var o=r.getBounds(e),s=Math.min(n/(o[1][0]-o[0][0]),a/(o[1][1]-o[0][1])),l=+t[0][0]+(n-s*(o[1][0]+o[0][0]))/2,c=+t[0][1]+(a-s*(o[1][1]+o[0][1]))/2;return i&&r.clipExtent(i),r.scale(150*s).translate([l,c])},r.precision(v.precision),a&&r.clipAngle(a-v.clipPad);return 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r=this.bounds,n=(e.framewidth||0)/2,a=r[0][0]-n,i=r[0][1]-n,l=r[1][0]-a+n,c=r[1][1]-i+n;s.setRect(this.clipRect,a,i,l,c),this.bgRect.call(s.setRect,a,i,l,c).call(o.fill,e.bgcolor),this.xaxis._offset=a,this.xaxis._length=l,this.yaxis._offset=i,this.yaxis._length=c},w.updateFx=function(t,e){var r=this,i=r.graphDiv,o=r.bgRect,s=t.dragmode,c=t.clickmode;if(!r.isStatic){var u;\"select\"===s?u=function(t,e){(t.range={})[r.id]=[v([e.xmin,e.ymin]),v([e.xmax,e.ymax])]}:\"lasso\"===s&&(u=function(t,e,n){(t.lassoPoints={})[r.id]=n.filtered.map(v)});var h={element:r.bgRect.node(),gd:i,plotinfo:{id:r.id,xaxis:r.xaxis,yaxis:r.yaxis,fillRangeItems:u},xaxes:[r.xaxis],yaxes:[r.yaxis],subplot:r.id,clickFn:function(t){2===t&&d(i)}};\"pan\"===s?(o.node().onmousedown=null,o.call(m(r,e)),o.on(\"dblclick.zoom\",(function(){var t=r.viewInitial,e={};for(var n in 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t=this,e=t.graphDiv,r=e._fullLayout,a=\"clip\"+r._uid+t.id;t.clipDef=r._clips.append(\"clipPath\").attr(\"id\",a),t.clipRect=t.clipDef.append(\"rect\"),t.framework=n.select(t.container).append(\"g\").attr(\"class\",\"geo \"+t.id).call(s.setClipUrl,a,e),t.project=function(e){var r=t.projection(e);return r?[r[0]-t.xaxis._offset,r[1]-t.yaxis._offset]:[null,null]},t.xaxis={_id:\"x\",c2p:function(e){return t.project(e)[0]}},t.yaxis={_id:\"y\",c2p:function(e){return t.project(e)[1]}},t.mockAxis={type:\"linear\",showexponent:\"all\",exponentformat:\"B\"},u.setConvert(t.mockAxis,r)},w.saveViewInitial=function(t){var e,r=t.center||{},n=t.projection,a=n.rotation||{};this.viewInitial={fitbounds:t.fitbounds,\"projection.scale\":n.scale},e=t._isScoped?{\"center.lon\":r.lon,\"center.lat\":r.lat}:t._isClipped?{\"projection.rotation.lon\":a.lon,\"projection.rotation.lat\":a.lat}:{\"center.lon\":r.lon,\"center.lat\":r.lat,\"projection.rotation.lon\":a.lon},i.extendFlat(this.viewInitial,e)},w.render=function(){var t,e=this.projection,r=e.getPath();function n(t){var r=e(t.lonlat);return r?\"translate(\"+r[0]+\",\"+r[1]+\")\":null}function a(t){return e.isLonLatOverEdges(t.lonlat)?\"none\":null}for(t in this.basePaths)this.basePaths[t].attr(\"d\",r);for(t in this.dataPaths)this.dataPaths[t].attr(\"d\",(function(t){return r(t.geojson)}));for(t in 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n=t(\"../../components/color/attributes\"),a=t(\"../domain\").attributes,i=t(\"./constants\"),o=t(\"../../plot_api/edit_types\").overrideAll,s={range:{valType:\"info_array\",items:[{valType:\"number\"},{valType:\"number\"}]},showgrid:{valType:\"boolean\",dflt:!1},tick0:{valType:\"number\",dflt:0},dtick:{valType:\"number\"},gridcolor:{valType:\"color\",dflt:n.lightLine},gridwidth:{valType:\"number\",min:0,dflt:1}};(e.exports=o({domain:a({name:\"geo\"},{}),fitbounds:{valType:\"enumerated\",values:[!1,\"locations\",\"geojson\"],dflt:!1,editType:\"plot\"},resolution:{valType:\"enumerated\",values:[110,50],dflt:110,coerceNumber:!0},scope:{valType:\"enumerated\",values:Object.keys(i.scopeDefaults),dflt:\"world\"},projection:{type:{valType:\"enumerated\",values:Object.keys(i.projNames)},rotation:{lon:{valType:\"number\"},lat:{valType:\"number\"},roll:{valType:\"number\"}},parallels:{valType:\"info_array\",items:[{valType:\"number\"},{valType:\"number\"}]},scale:{valType:\"number\",min:0,dflt:1}},center:{lon:{valType:\"number\"},lat:{valType:\"number\"}},visible:{valType:\"boolean\",dflt:!0},showcoastlines:{valType:\"boolean\"},coastlinecolor:{valType:\"color\",dflt:n.defaultLine},coastlinewidth:{valType:\"number\",min:0,dflt:1},showland:{valType:\"boolean\",dflt:!1},landcolor:{valType:\"color\",dflt:i.landColor},showocean:{valType:\"boolean\",dflt:!1},oceancolor:{valType:\"color\",dflt:i.waterColor},showlakes:{valType:\"boolean\",dflt:!1},lakecolor:{valType:\"color\",dflt:i.waterColor},showrivers:{valType:\"boolean\",dflt:!1},rivercolor:{valType:\"color\",dflt:i.waterColor},riverwidth:{valType:\"number\",min:0,dflt:1},showcountries:{valType:\"boolean\"},countrycolor:{valType:\"color\",dflt:n.defaultLine},countrywidth:{valType:\"number\",min:0,dflt:1},showsubunits:{valType:\"boolean\"},subunitcolor:{valType:\"color\",dflt:n.defaultLine},subunitwidth:{valType:\"number\",min:0,dflt:1},showframe:{valType:\"boolean\"},framecolor:{valType:\"color\",dflt:n.defaultLine},framewidth:{valType:\"number\",min:0,dflt:1},bgcolor:{valType:\"color\",dflt:n.background},lonaxis:s,lataxis:s},\"plot\",\"from-root\")).uirevision={valType:\"any\",editType:\"none\"}},{\"../../components/color/attributes\":601,\"../../plot_api/edit_types\":766,\"../domain\":810,\"./constants\":813}],817:[function(t,e,r){\"use 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r=e.rotate();t.graphDiv.emit(\"plotly_relayouting\",{\"geo.projection.scale\":e.scale()/t.fitScale,\"geo.projection.rotation.lon\":-r[0],\"geo.projection.rotation.lat\":-r[1]})})),n.rebind(i,o,\"on\")}function g(t,e){var r=t.invert(e);return r&&isFinite(r[0])&&isFinite(r[1])&&function(t){var e=t[0]*o,r=t[1]*o,n=Math.cos(r);return[n*Math.cos(e),n*Math.sin(e),Math.sin(r)]}(r)}function m(t){var e=.5*t[0]*o,r=.5*t[1]*o,n=.5*t[2]*o,a=Math.sin(e),i=Math.cos(e),s=Math.sin(r),l=Math.cos(r),c=Math.sin(n),u=Math.cos(n);return[i*l*u+a*s*c,a*l*u-i*s*c,i*s*u+a*l*c,i*l*c-a*s*u]}function v(t,e){var r=t[0],n=t[1],a=t[2],i=t[3],o=e[0],s=e[1],l=e[2],c=e[3];return[r*o-n*s-a*l-i*c,r*s+n*o+a*c-i*l,r*l-n*c+a*o+i*s,r*c+n*l-a*s+i*o]}function y(t,e){if(t&&e){var r=function(t,e){return[t[1]*e[2]-t[2]*e[1],t[2]*e[0]-t[0]*e[2],t[0]*e[1]-t[1]*e[0]]}(t,e),n=Math.sqrt(k(r,r)),a=.5*Math.acos(Math.max(-1,Math.min(1,k(t,e)))),i=Math.sin(a)/n;return n&&[Math.cos(a),r[2]*i,-r[1]*i,r[0]*i]}}function x(t,e,r){var n=w(e,2,t[0]);n=w(n,1,t[1]),n=w(n,0,t[2]-r[2]);var a,i,o=e[0],l=e[1],c=e[2],u=n[0],h=n[1],f=n[2],p=Math.atan2(l,o)*s,d=Math.sqrt(o*o+l*l);Math.abs(h)>d?(i=(h>0?90:-90)-p,a=0):(i=Math.asin(h/d)*s-p,a=Math.sqrt(d*d-h*h));var g=180-i-2*p,m=(Math.atan2(f,u)-Math.atan2(c,a))*s,v=(Math.atan2(f,u)-Math.atan2(c,-a))*s;return b(r[0],r[1],i,m)<=b(r[0],r[1],g,v)?[i,m,r[2]]:[g,v,r[2]]}function b(t,e,r,n){var a=_(r-t),i=_(n-e);return Math.sqrt(a*a+i*i)}function _(t){return(t%360+540)%360-180}function w(t,e,r){var n=r*o,a=t.slice(),i=0===e?1:0,s=2===e?1:2,l=Math.cos(n),c=Math.sin(n);return a[i]=t[i]*l-t[s]*c,a[s]=t[s]*l+t[i]*c,a}function T(t){return[Math.atan2(2*(t[0]*t[1]+t[2]*t[3]),1-2*(t[1]*t[1]+t[2]*t[2]))*s,Math.asin(Math.max(-1,Math.min(1,2*(t[0]*t[2]-t[3]*t[1]))))*s,Math.atan2(2*(t[0]*t[3]+t[1]*t[2]),1-2*(t[2]*t[2]+t[3]*t[3]))*s]}function k(t,e){for(var r=0,n=0,a=t.length;n<a;++n)r+=t[n]*e[n];return r}e.exports=function(t,e){var 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c}},{\"../registry\":866,\"./cartesian/constants\":789}],821:[function(t,e,r){\"use strict\";var n=t(\"mouse-change\"),a=t(\"mouse-wheel\"),i=t(\"mouse-event-offset\"),o=t(\"../cartesian/constants\"),s=t(\"has-passive-events\");function l(t,e){this.element=t,this.plot=e,this.mouseListener=null,this.wheelListener=null,this.lastInputTime=Date.now(),this.lastPos=[0,0],this.boxEnabled=!1,this.boxInited=!1,this.boxStart=[0,0],this.boxEnd=[0,0],this.dragStart=[0,0]}e.exports=function(t){var e=t.mouseContainer,r=t.glplot,c=new l(e,r);function u(){t.xaxis.autorange=!1,t.yaxis.autorange=!1}function h(e,n,a){var i,s,l=t.calcDataBox(),h=r.viewBox,f=c.lastPos[0],p=c.lastPos[1],d=o.MINDRAG*r.pixelRatio,g=o.MINZOOM*r.pixelRatio;function m(e,r,n){var a=Math.min(r,n),i=Math.max(r,n);a!==i?(l[e]=a,l[e+2]=i,c.dataBox=l,t.setRanges(l)):(t.selectBox.selectBox=[0,0,1,1],t.glplot.setDirty())}switch(n*=r.pixelRatio,a*=r.pixelRatio,a=h[3]-h[1]-a,t.fullLayout.dragmode){case\"zoom\":if(e){var v=n/(h[2]-h[0])*(l[2]-l[0])+l[0],y=a/(h[3]-h[1])*(l[3]-l[1])+l[1];c.boxInited||(c.boxStart[0]=v,c.boxStart[1]=y,c.dragStart[0]=n,c.dragStart[1]=a),c.boxEnd[0]=v,c.boxEnd[1]=y,c.boxInited=!0,c.boxEnabled||c.boxStart[0]===c.boxEnd[0]&&c.boxStart[1]===c.boxEnd[1]||(c.boxEnabled=!0);var x=Math.abs(c.dragStart[0]-n)<g,b=Math.abs(c.dragStart[1]-a)<g;if(!function(){for(var e=t.graphDiv._fullLayout._axisConstraintGroups,r=t.xaxis._id,n=t.yaxis._id,a=0;a<e.length;a++)if(-1!==e[a][r]){if(-1!==e[a][n])return!0;break}return!1}()||x&&b)x&&(c.boxEnd[0]=c.boxStart[0]),b&&(c.boxEnd[1]=c.boxStart[1]);else{i=c.boxEnd[0]-c.boxStart[0],s=c.boxEnd[1]-c.boxStart[1];var _=(l[3]-l[1])/(l[2]-l[0]);Math.abs(i*_)>Math.abs(s)?(c.boxEnd[1]=c.boxStart[1]+Math.abs(i)*_*(s>=0?1:-1),c.boxEnd[1]<l[1]?(c.boxEnd[1]=l[1],c.boxEnd[0]=c.boxStart[0]+(l[1]-c.boxStart[1])/Math.abs(_)):c.boxEnd[1]>l[3]&&(c.boxEnd[1]=l[3],c.boxEnd[0]=c.boxStart[0]+(l[3]-c.boxStart[1])/Math.abs(_))):(c.boxEnd[0]=c.boxStart[0]+Math.abs(s)/_*(i>=0?1:-1),c.boxEnd[0]<l[0]?(c.boxEnd[0]=l[0],c.boxEnd[1]=c.boxStart[1]+(l[0]-c.boxStart[0])*Math.abs(_)):c.boxEnd[0]>l[2]&&(c.boxEnd[0]=l[2],c.boxEnd[1]=c.boxStart[1]+(l[2]-c.boxStart[0])*Math.abs(_)))}}else c.boxEnabled?(i=c.boxStart[0]!==c.boxEnd[0],s=c.boxStart[1]!==c.boxEnd[1],i||s?(i&&(m(0,c.boxStart[0],c.boxEnd[0]),t.xaxis.autorange=!1),s&&(m(1,c.boxStart[1],c.boxEnd[1]),t.yaxis.autorange=!1),t.relayoutCallback()):t.glplot.setDirty(),c.boxEnabled=!1,c.boxInited=!1):c.boxInited&&(c.boxInited=!1);break;case\"pan\":c.boxEnabled=!1,c.boxInited=!1,e?(c.panning||(c.dragStart[0]=n,c.dragStart[1]=a),Math.abs(c.dragStart[0]-n)<d&&(n=c.dragStart[0]),Math.abs(c.dragStart[1]-a)<d&&(a=c.dragStart[1]),i=(f-n)*(l[2]-l[0])/(r.viewBox[2]-r.viewBox[0]),s=(p-a)*(l[3]-l[1])/(r.viewBox[3]-r.viewBox[1]),l[0]+=i,l[2]+=i,l[1]+=s,l[3]+=s,t.setRanges(l),c.panning=!0,c.lastInputTime=Date.now(),u(),t.cameraChanged(),t.handleAnnotations()):c.panning&&(c.panning=!1,t.relayoutCallback())}c.lastPos[0]=n,c.lastPos[1]=a}return c.mouseListener=n(e,h),e.addEventListener(\"touchstart\",(function(t){var r=i(t.changedTouches[0],e);h(0,r[0],r[1]),h(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchmove\",(function(t){t.preventDefault();var r=i(t.changedTouches[0],e);h(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchend\",(function(t){h(0,c.lastPos[0],c.lastPos[1]),t.preventDefault()}),!!s&&{passive:!1}),c.wheelListener=a(e,(function(e,n){if(!t.scrollZoom)return!1;var a=t.calcDataBox(),i=r.viewBox,o=c.lastPos[0],s=c.lastPos[1],l=Math.exp(5*n/(i[3]-i[1])),h=o/(i[2]-i[0])*(a[2]-a[0])+a[0],f=s/(i[3]-i[1])*(a[3]-a[1])+a[1];return a[0]=(a[0]-h)*l+h,a[2]=(a[2]-h)*l+h,a[1]=(a[1]-f)*l+f,a[3]=(a[3]-f)*l+f,t.setRanges(a),c.lastInputTime=Date.now(),u(),t.cameraChanged(),t.handleAnnotations(),t.relayoutCallback(),!0}),!0),c}},{\"../cartesian/constants\":789,\"has-passive-events\":414,\"mouse-change\":440,\"mouse-event-offset\":441,\"mouse-wheel\":443}],822:[function(t,e,r){\"use strict\";var n=t(\"../cartesian/axes\"),a=t(\"../../lib/str2rgbarray\");function 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o=i.prototype,s=[\"xaxis\",\"yaxis\"];o.merge=function(t){var e,r,n,i,o,l,c,u,h,f,p;for(this.titleEnable=!1,this.backgroundColor=a(t.plot_bgcolor),f=0;f<2;++f){var d=(e=s[f]).charAt(0);for(n=(r=t[this.scene[e]._name]).title.text===this.scene.fullLayout._dfltTitle[d]?\"\":r.title.text,p=0;p<=2;p+=2)this.labelEnable[f+p]=!1,this.labels[f+p]=n,this.labelColor[f+p]=a(r.title.font.color),this.labelFont[f+p]=r.title.font.family,this.labelSize[f+p]=r.title.font.size,this.labelPad[f+p]=this.getLabelPad(e,r),this.tickEnable[f+p]=!1,this.tickColor[f+p]=a((r.tickfont||{}).color),this.tickAngle[f+p]=\"auto\"===r.tickangle?0:Math.PI*-r.tickangle/180,this.tickPad[f+p]=this.getTickPad(r),this.tickMarkLength[f+p]=0,this.tickMarkWidth[f+p]=r.tickwidth||0,this.tickMarkColor[f+p]=a(r.tickcolor),this.borderLineEnable[f+p]=!1,this.borderLineColor[f+p]=a(r.linecolor),this.borderLineWidth[f+p]=r.linewidth||0;c=this.hasSharedAxis(r),o=this.hasAxisInDfltPos(e,r)&&!c,l=this.hasAxisInAltrPos(e,r)&&!c,i=r.mirror||!1,u=c?-1!==String(i).indexOf(\"all\"):!!i,h=c?\"allticks\"===i:-1!==String(i).indexOf(\"ticks\"),o?this.labelEnable[f]=!0:l&&(this.labelEnable[f+2]=!0),o?this.tickEnable[f]=r.showticklabels:l&&(this.tickEnable[f+2]=r.showticklabels),(o||u)&&(this.borderLineEnable[f]=r.showline),(l||u)&&(this.borderLineEnable[f+2]=r.showline),(o||h)&&(this.tickMarkLength[f]=this.getTickMarkLength(r)),(l||h)&&(this.tickMarkLength[f+2]=this.getTickMarkLength(r)),this.gridLineEnable[f]=r.showgrid,this.gridLineColor[f]=a(r.gridcolor),this.gridLineWidth[f]=r.gridwidth,this.zeroLineEnable[f]=r.zeroline,this.zeroLineColor[f]=a(r.zerolinecolor),this.zeroLineWidth[f]=r.zerolinewidth}},o.hasSharedAxis=function(t){var e=this.scene,r=e.fullLayout._subplots.gl2d;return 0!==n.findSubplotsWithAxis(r,t).indexOf(e.id)},o.hasAxisInDfltPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"bottom\"===r:\"yaxis\"===t?\"left\"===r:void 0},o.hasAxisInAltrPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"top\"===r:\"yaxis\"===t?\"right\"===r:void 0},o.getLabelPad=function(t,e){var r=e.title.font.size,n=e.showticklabels;return\"xaxis\"===t?\"top\"===e.side?r*(1.5+(n?1:0))-10:r*(1.5+(n?.5:0))-10:\"yaxis\"===t?\"right\"===e.side?10+r*(1.5+(n?1:.5)):10+r*(1.5+(n?.5:0)):void 0},o.getTickPad=function(t){return\"outside\"===t.ticks?10+t.ticklen:15},o.getTickMarkLength=function(t){if(!t.ticks)return 0;var e=t.ticklen;return\"inside\"===t.ticks?-e:e},e.exports=function(t){return new i(t)}},{\"../../lib/str2rgbarray\":758,\"../cartesian/axes\":783}],823:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,a=t(\"./scene2d\"),i=t(\"../layout_attributes\"),o=t(\"../../constants/xmlns_namespaces\"),s=t(\"../cartesian/constants\"),l=t(\"../cartesian\"),c=t(\"../../components/fx/layout_attributes\"),u=t(\"../get_data\").getSubplotData;r.name=\"gl2d\",r.attr=[\"xaxis\",\"yaxis\"],r.idRoot=[\"x\",\"y\"],r.idRegex=s.idRegex,r.attrRegex=s.attrRegex,r.attributes=t(\"../cartesian/attributes\"),r.supplyLayoutDefaults=function(t,e,r){e._has(\"cartesian\")||l.supplyLayoutDefaults(t,e,r)},r.layoutAttrOverrides=n(l.layoutAttributes,\"plot\",\"from-root\"),r.baseLayoutAttrOverrides=n({plot_bgcolor:i.plot_bgcolor,hoverlabel:c.hoverlabel},\"plot\",\"nested\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl2d,i=0;i<n.length;i++){var o=n[i],s=e._plots[o],l=u(r,\"gl2d\",o),c=s._scene2d;void 0===c&&(c=new 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e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){e._plots[r[n]]._scene2d.updateFx(e.dragmode)}}},{\"../../components/fx/layout_attributes\":643,\"../../constants/xmlns_namespaces\":712,\"../../plot_api/edit_types\":766,\"../cartesian\":796,\"../cartesian/attributes\":781,\"../cartesian/constants\":789,\"../get_data\":820,\"../layout_attributes\":837,\"./scene2d\":824}],824:[function(t,e,r){\"use strict\";var n,a,i=t(\"../../registry\"),o=t(\"../../plots/cartesian/axes\"),s=t(\"../../components/fx\"),l=t(\"gl-plot2d\"),c=t(\"gl-spikes2d\"),u=t(\"gl-select-box\"),h=t(\"webgl-context\"),f=t(\"./convert\"),p=t(\"./camera\"),d=t(\"../../lib/show_no_webgl_msg\"),g=t(\"../cartesian/constraints\"),m=g.enforce,v=g.clean,y=t(\"../cartesian/autorange\").doAutoRange,x=t(\"../../components/dragelement/helpers\"),b=x.drawMode,_=x.selectMode,w=[\"xaxis\",\"yaxis\"],T=t(\"../cartesian/constants\").SUBPLOT_PATTERN;function k(t,e){this.container=t.container,this.graphDiv=t.graphDiv,this.pixelRatio=t.plotGlPixelRatio||window.devicePixelRatio,this.id=t.id,this.staticPlot=!!t.staticPlot,this.scrollZoom=this.graphDiv._context._scrollZoom.cartesian,this.fullData=null,this.updateRefs(e),this.makeFramework(),this.stopped||(this.glplotOptions=f(this),this.glplotOptions.merge(e),this.glplot=l(this.glplotOptions),this.camera=p(this),this.traces={},this.spikes=c(this.glplot),this.selectBox=u(this.glplot,{innerFill:!1,outerFill:!0}),this.lastButtonState=0,this.pickResult=null,this.isMouseOver=!0,this.stopped=!1,this.redraw=this.draw.bind(this),this.redraw())}e.exports=k;var M=k.prototype;M.makeFramework=function(){if(this.staticPlot){if(!(a||(n=document.createElement(\"canvas\"),a=h({canvas:n,preserveDrawingBuffer:!1,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"Error creating static canvas/context for image server\");this.canvas=n,this.gl=a}else{var t=this.container.querySelector(\".gl-canvas-focus\"),e=h({canvas:t,preserveDrawingBuffer:!0,premultipliedAlpha:!0});if(!e)return d(this),void(this.stopped=!0);this.canvas=t,this.gl=e}var r=this.canvas;r.style.width=\"100%\",r.style.height=\"100%\",r.style.position=\"absolute\",r.style.top=\"0px\",r.style.left=\"0px\",r.style[\"pointer-events\"]=\"none\",this.updateSize(r),r.className+=\" user-select-none\";var i=this.svgContainer=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");i.style.position=\"absolute\",i.style.top=i.style.left=\"0px\",i.style.width=i.style.height=\"100%\",i.style[\"z-index\"]=20,i.style[\"pointer-events\"]=\"none\";var o=this.mouseContainer=document.createElement(\"div\");o.style.position=\"absolute\",o.style[\"pointer-events\"]=\"auto\",this.pickCanvas=this.container.querySelector(\".gl-canvas-pick\");var s=this.container;s.appendChild(i),s.appendChild(o);var l=this;o.addEventListener(\"mouseout\",(function(){l.isMouseOver=!1,l.unhover()})),o.addEventListener(\"mouseover\",(function(){l.isMouseOver=!0}))},M.toImage=function(t){t||(t=\"png\"),this.stopped=!0,this.staticPlot&&this.container.appendChild(n),this.updateSize(this.canvas);var e=this.glplot.gl,r=e.drawingBufferWidth,a=e.drawingBufferHeight;e.clearColor(1,1,1,0),e.clear(e.COLOR_BUFFER_BIT|e.DEPTH_BUFFER_BIT),this.glplot.setDirty(),this.glplot.draw(),e.bindFramebuffer(e.FRAMEBUFFER,null);var i=new Uint8Array(r*a*4);e.readPixels(0,0,r,a,e.RGBA,e.UNSIGNED_BYTE,i);for(var o=0,s=a-1;o<s;++o,--s)for(var l=0;l<r;++l)for(var c=0;c<4;++c){var u=i[4*(r*o+l)+c];i[4*(r*o+l)+c]=i[4*(r*s+l)+c],i[4*(r*s+l)+c]=u}var h=document.createElement(\"canvas\");h.width=r,h.height=a;var f,p=h.getContext(\"2d\"),d=p.createImageData(r,a);switch(d.data.set(i),p.putImageData(d,0,0),t){case\"jpeg\":f=h.toDataURL(\"image/jpeg\");break;case\"webp\":f=h.toDataURL(\"image/webp\");break;default:f=h.toDataURL(\"image/png\")}return this.staticPlot&&this.container.removeChild(n),f},M.updateSize=function(t){t||(t=this.canvas);var e=this.pixelRatio,r=this.fullLayout,n=r.width,a=r.height,i=0|Math.ceil(e*n),o=0|Math.ceil(e*a);return t.width===i&&t.height===o||(t.width=i,t.height=o),t},M.computeTickMarks=function(){this.xaxis.setScale(),this.yaxis.setScale();for(var t=[o.calcTicks(this.xaxis),o.calcTicks(this.yaxis)],e=0;e<2;++e)for(var r=0;r<t[e].length;++r)t[e][r].text=t[e][r].text+\"\";return t},M.updateRefs=function(t){this.fullLayout=t;var e=this.id.match(T),r=\"xaxis\"+e[1],n=\"yaxis\"+e[2];this.xaxis=this.fullLayout[r],this.yaxis=this.fullLayout[n]},M.relayoutCallback=function(){var t=this.graphDiv,e=this.xaxis,r=this.yaxis,n=t.layout,a={},o=a[e._name+\".range\"]=e.range.slice(),s=a[r._name+\".range\"]=r.range.slice();a[e._name+\".autorange\"]=e.autorange,a[r._name+\".autorange\"]=r.autorange,i.call(\"_storeDirectGUIEdit\",t.layout,t._fullLayout._preGUI,a);var l=n[e._name];l.range=o,l.autorange=e.autorange;var c=n[r._name];c.range=s,c.autorange=r.autorange,a.lastInputTime=this.camera.lastInputTime,t.emit(\"plotly_relayout\",a)},M.cameraChanged=function(){var t=this.camera;this.glplot.setDataBox(this.calcDataBox());var e=this.computeTickMarks();(function(t,e){for(var r=0;r<2;++r){var n=t[r],a=e[r];if(n.length!==a.length)return!0;for(var i=0;i<n.length;++i)if(n[i].x!==a[i].x)return!0}return!1})(e,this.glplotOptions.ticks)&&(this.glplotOptions.ticks=e,this.glplotOptions.dataBox=t.dataBox,this.glplot.update(this.glplotOptions),this.handleAnnotations())},M.handleAnnotations=function(){for(var t=this.graphDiv,e=this.fullLayout.annotations,r=0;r<e.length;r++){var n=e[r];n.xref===this.xaxis._id&&n.yref===this.yaxis._id&&i.getComponentMethod(\"annotations\",\"drawOne\")(t,r)}},M.destroy=function(){if(this.glplot){var t=this.traces;t&&Object.keys(t).map((function(e){t[e].dispose(),delete t[e]})),this.glplot.dispose(),this.container.removeChild(this.svgContainer),this.container.removeChild(this.mouseContainer),this.fullData=null,this.glplot=null,this.stopped=!0,this.camera.mouseListener.enabled=!1,this.mouseContainer.removeEventListener(\"wheel\",this.camera.wheelListener),this.camera=null}},M.plot=function(t,e,r){var n=this.glplot;this.updateRefs(r),this.xaxis.clearCalc(),this.yaxis.clearCalc(),this.updateTraces(t,e),this.updateFx(r.dragmode);var a=r.width,i=r.height;this.updateSize(this.canvas);var o=this.glplotOptions;o.merge(r),o.screenBox=[0,0,a,i];var s={_fullLayout:{_axisConstraintGroups:this.graphDiv._fullLayout._axisConstraintGroups,xaxis:this.xaxis,yaxis:this.yaxis}};v(s,this.xaxis),v(s,this.yaxis);var l,c,u=r._size,h=this.xaxis.domain,f=this.yaxis.domain;for(o.viewBox=[u.l+h[0]*u.w,u.b+f[0]*u.h,a-u.r-(1-h[1])*u.w,i-u.t-(1-f[1])*u.h],this.mouseContainer.style.width=u.w*(h[1]-h[0])+\"px\",this.mouseContainer.style.height=u.h*(f[1]-f[0])+\"px\",this.mouseContainer.height=u.h*(f[1]-f[0]),this.mouseContainer.style.left=u.l+h[0]*u.w+\"px\",this.mouseContainer.style.top=u.t+(1-f[1])*u.h+\"px\",c=0;c<2;++c)(l=this[w[c]])._length=o.viewBox[c+2]-o.viewBox[c],y(this.graphDiv,l),l.setScale();m(s),o.ticks=this.computeTickMarks(),o.dataBox=this.calcDataBox(),o.merge(r),n.update(o),this.glplot.draw()},M.calcDataBox=function(){var t=this.xaxis,e=this.yaxis,r=t.range,n=e.range,a=t.r2l,i=e.r2l;return[a(r[0]),i(n[0]),a(r[1]),i(n[1])]},M.setRanges=function(t){var e=this.xaxis,r=this.yaxis,n=e.l2r,a=r.l2r;e.range=[n(t[0]),n(t[2])],r.range=[a(t[1]),a(t[3])]},M.updateTraces=function(t,e){var r,n,a,i=Object.keys(this.traces);this.fullData=t;t:for(r=0;r<i.length;r++){var o=i[r],s=this.traces[o];for(n=0;n<t.length;n++)if((a=t[n]).uid===o&&a.type===s.type)continue t;s.dispose(),delete this.traces[o]}for(r=0;r<t.length;r++){a=t[r];var l=e[r],c=this.traces[a.uid];c?c.update(a,l):(c=a._module.plot(this,a,l),this.traces[a.uid]=c)}this.glplot.objects.sort((function(t,e){return t._trace.index-e._trace.index}))},M.updateFx=function(t){_(t)||b(t)?(this.pickCanvas.style[\"pointer-events\"]=\"none\",this.mouseContainer.style[\"pointer-events\"]=\"none\"):(this.pickCanvas.style[\"pointer-events\"]=\"auto\",this.mouseContainer.style[\"pointer-events\"]=\"auto\"),this.mouseContainer.style.cursor=\"pan\"===t?\"move\":\"zoom\"===t?\"crosshair\":null},M.emitPointAction=function(t,e){for(var r,n=t.trace.uid,a=t.pointIndex,i=0;i<this.fullData.length;i++)this.fullData[i].uid===n&&(r=this.fullData[i]);var o={x:t.traceCoord[0],y:t.traceCoord[1],curveNumber:r.index,pointNumber:a,data:r._input,fullData:this.fullData,xaxis:this.xaxis,yaxis:this.yaxis};s.appendArrayPointValue(o,r,a),this.graphDiv.emit(e,{points:[o]})},M.draw=function(){if(!this.stopped){requestAnimationFrame(this.redraw);var t=this.glplot,e=this.camera,r=e.mouseListener,n=1===this.lastButtonState&&0===r.buttons,a=this.fullLayout;this.lastButtonState=r.buttons,this.cameraChanged();var i,o=r.x*t.pixelRatio,l=this.canvas.height-t.pixelRatio*r.y;if(e.boxEnabled&&\"zoom\"===a.dragmode){this.selectBox.enabled=!0;for(var c=this.selectBox.selectBox=[Math.min(e.boxStart[0],e.boxEnd[0]),Math.min(e.boxStart[1],e.boxEnd[1]),Math.max(e.boxStart[0],e.boxEnd[0]),Math.max(e.boxStart[1],e.boxEnd[1])],u=0;u<2;u++)e.boxStart[u]===e.boxEnd[u]&&(c[u]=t.dataBox[u],c[u+2]=t.dataBox[u+2]);t.setDirty()}else if(!e.panning&&this.isMouseOver){this.selectBox.enabled=!1;var h=a._size,f=this.xaxis.domain,p=this.yaxis.domain,d=(i=t.pick(o/t.pixelRatio+h.l+f[0]*h.w,l/t.pixelRatio-(h.t+(1-p[1])*h.h)))&&i.object._trace.handlePick(i);if(d&&n&&this.emitPointAction(d,\"plotly_click\"),i&&\"skip\"!==i.object._trace.hoverinfo&&a.hovermode&&d&&(!this.lastPickResult||this.lastPickResult.traceUid!==d.trace.uid||this.lastPickResult.dataCoord[0]!==d.dataCoord[0]||this.lastPickResult.dataCoord[1]!==d.dataCoord[1])){var g=d;this.lastPickResult={traceUid:d.trace?d.trace.uid:null,dataCoord:d.dataCoord.slice()},this.spikes.update({center:i.dataCoord}),g.screenCoord=[((t.viewBox[2]-t.viewBox[0])*(i.dataCoord[0]-t.dataBox[0])/(t.dataBox[2]-t.dataBox[0])+t.viewBox[0])/t.pixelRatio,(this.canvas.height-(t.viewBox[3]-t.viewBox[1])*(i.dataCoord[1]-t.dataBox[1])/(t.dataBox[3]-t.dataBox[1])-t.viewBox[1])/t.pixelRatio],this.emitPointAction(d,\"plotly_hover\");var m=this.fullData[g.trace.index]||{},v=g.pointIndex,y=s.castHoverinfo(m,a,v);if(y&&\"all\"!==y){var x=y.split(\"+\");-1===x.indexOf(\"x\")&&(g.traceCoord[0]=void 0),-1===x.indexOf(\"y\")&&(g.traceCoord[1]=void 0),-1===x.indexOf(\"z\")&&(g.traceCoord[2]=void 0),-1===x.indexOf(\"text\")&&(g.textLabel=void 0),-1===x.indexOf(\"name\")&&(g.name=void 0)}s.loneHover({x:g.screenCoord[0],y:g.screenCoord[1],xLabel:this.hoverFormatter(\"xaxis\",g.traceCoord[0]),yLabel:this.hoverFormatter(\"yaxis\",g.traceCoord[1]),zLabel:g.traceCoord[2],text:g.textLabel,name:g.name,color:s.castHoverOption(m,v,\"bgcolor\")||g.color,borderColor:s.castHoverOption(m,v,\"bordercolor\"),fontFamily:s.castHoverOption(m,v,\"font.family\"),fontSize:s.castHoverOption(m,v,\"font.size\"),fontColor:s.castHoverOption(m,v,\"font.color\"),nameLength:s.castHoverOption(m,v,\"namelength\"),textAlign:s.castHoverOption(m,v,\"align\")},{container:this.svgContainer,gd:this.graphDiv})}}i||this.unhover(),t.draw()}},M.unhover=function(){this.lastPickResult&&(this.spikes.update({}),this.lastPickResult=null,this.graphDiv.emit(\"plotly_unhover\"),s.loneUnhover(this.svgContainer))},M.hoverFormatter=function(t,e){if(void 0!==e){var r=this[t];return o.tickText(r,r.c2l(e),\"hover\").text}}},{\"../../components/dragelement/helpers\":620,\"../../components/fx\":642,\"../../lib/show_no_webgl_msg\":756,\"../../plots/cartesian/axes\":783,\"../../registry\":866,\"../cartesian/autorange\":782,\"../cartesian/constants\":789,\"../cartesian/constraints\":790,\"./camera\":821,\"./convert\":822,\"gl-plot2d\":297,\"gl-select-box\":309,\"gl-spikes2d\":318,\"webgl-context\":565}],825:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,a=t(\"../../components/fx/layout_attributes\"),i=t(\"./scene\"),o=t(\"../get_data\").getSubplotData,s=t(\"../../lib\"),l=t(\"../../constants/xmlns_namespaces\");r.name=\"gl3d\",r.attr=\"scene\",r.idRoot=\"scene\",r.idRegex=r.attrRegex=s.counterRegex(\"scene\"),r.attributes=t(\"./layout/attributes\"),r.layoutAttributes=t(\"./layout/layout_attributes\"),r.baseLayoutAttrOverrides=n({hoverlabel:a.hoverlabel},\"plot\",\"nested\"),r.supplyLayoutDefaults=t(\"./layout/defaults\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl3d,a=0;a<n.length;a++){var s=n[a],l=o(r,\"gl3d\",s),c=e[s],u=c.camera,h=c._scene;h||(h=new i({id:s,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio,camera:u},e),c._scene=h),h.viewInitial||(h.viewInitial={up:{x:u.up.x,y:u.up.y,z:u.up.z},eye:{x:u.eye.x,y:u.eye.y,z:u.eye.z},center:{x:u.center.x,y:u.center.y,z:u.center.z}}),h.plot(l,e,t.layout)}},r.clean=function(t,e,r,n){for(var a=n._subplots.gl3d||[],i=0;i<a.length;i++){var o=a[i];!e[o]&&n[o]._scene&&(n[o]._scene.destroy(),n._infolayer&&n._infolayer.selectAll(\".annotation-\"+o).remove())}},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=e._size,a=0;a<r.length;a++){var i=e[r[a]],o=i.domain,s=i._scene,c=s.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:l.svg,\"xlink:href\":c,x:n.l+n.w*o.x[0],y:n.t+n.h*(1-o.y[1]),width:n.w*(o.x[1]-o.x[0]),height:n.h*(o.y[1]-o.y[0]),preserveAspectRatio:\"none\"}),s.destroy()}},r.cleanId=function(t){if(t.match(/^scene[0-9]*$/)){var e=t.substr(5);return\"1\"===e&&(e=\"\"),\"scene\"+e}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=0;n<r.length;n++){e[r[n]]._scene.updateFx(e.dragmode,e.hovermode)}}},{\"../../components/fx/layout_attributes\":643,\"../../constants/xmlns_namespaces\":712,\"../../lib\":735,\"../../plot_api/edit_types\":766,\"../get_data\":820,\"./layout/attributes\":826,\"./layout/defaults\":830,\"./layout/layout_attributes\":831,\"./scene\":835}],826:[function(t,e,r){\"use strict\";e.exports={scene:{valType:\"subplotid\",dflt:\"scene\",editType:\"calc+clearAxisTypes\"}}},{}],827:[function(t,e,r){\"use strict\";var n=t(\"../../../components/color\"),a=t(\"../../cartesian/layout_attributes\"),i=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../plot_api/edit_types\").overrideAll;e.exports=o({visible:a.visible,showspikes:{valType:\"boolean\",dflt:!0},spikesides:{valType:\"boolean\",dflt:!0},spikethickness:{valType:\"number\",min:0,dflt:2},spikecolor:{valType:\"color\",dflt:n.defaultLine},showbackground:{valType:\"boolean\",dflt:!1},backgroundcolor:{valType:\"color\",dflt:\"rgba(204, 204, 204, 0.5)\"},showaxeslabels:{valType:\"boolean\",dflt:!0},color:a.color,categoryorder:a.categoryorder,categoryarray:a.categoryarray,title:{text:a.title.text,font:a.title.font},type:i({},a.type,{values:[\"-\",\"linear\",\"log\",\"date\",\"category\"]}),autorange:a.autorange,rangemode:a.rangemode,range:i({},a.range,{items:[{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}},{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}}],anim:!1}),tickmode:a.tickmode,nticks:a.nticks,tick0:a.tick0,dtick:a.dtick,tickvals:a.tickvals,ticktext:a.ticktext,ticks:a.ticks,mirror:a.mirror,ticklen:a.ticklen,tickwidth:a.tickwidth,tickcolor:a.tickcolor,showticklabels:a.showticklabels,tickfont:a.tickfont,tickangle:a.tickangle,tickprefix:a.tickprefix,showtickprefix:a.showtickprefix,ticksuffix:a.ticksuffix,showticksuffix:a.showticksuffix,showexponent:a.showexponent,exponentformat:a.exponentformat,separatethousands:a.separatethousands,tickformat:a.tickformat,tickformatstops:a.tickformatstops,hoverformat:a.hoverformat,showline:a.showline,linecolor:a.linecolor,linewidth:a.linewidth,showgrid:a.showgrid,gridcolor:i({},a.gridcolor,{dflt:\"rgb(204, 204, 204)\"}),gridwidth:a.gridwidth,zeroline:a.zeroline,zerolinecolor:a.zerolinecolor,zerolinewidth:a.zerolinewidth,_deprecated:{title:a._deprecated.title,titlefont:a._deprecated.titlefont}},\"plot\",\"from-root\")},{\"../../../components/color\":602,\"../../../lib/extend\":726,\"../../../plot_api/edit_types\":766,\"../../cartesian/layout_attributes\":797}],828:[function(t,e,r){\"use strict\";var n=t(\"tinycolor2\").mix,a=t(\"../../../lib\"),i=t(\"../../../plot_api/plot_template\"),o=t(\"./axis_attributes\"),s=t(\"../../cartesian/type_defaults\"),l=t(\"../../cartesian/axis_defaults\"),c=[\"xaxis\",\"yaxis\",\"zaxis\"];e.exports=function(t,e,r){var u,h;function f(t,e){return a.coerce(u,h,o,t,e)}for(var p=0;p<c.length;p++){var d=c[p];u=t[d]||{},(h=i.newContainer(e,d))._id=d[0]+r.scene,h._name=d,s(u,h,f,r),l(u,h,f,{font:r.font,letter:d[0],data:r.data,showGrid:!0,noTickson:!0,bgColor:r.bgColor,calendar:r.calendar},r.fullLayout),f(\"gridcolor\",n(h.color,r.bgColor,13600/187).toRgbString()),f(\"title.text\",d[0]),h.setScale=a.noop,f(\"showspikes\")&&(f(\"spikesides\"),f(\"spikethickness\"),f(\"spikecolor\",h.color)),f(\"showaxeslabels\"),f(\"showbackground\")&&f(\"backgroundcolor\")}}},{\"../../../lib\":735,\"../../../plot_api/plot_template\":773,\"../../cartesian/axis_defaults\":785,\"../../cartesian/type_defaults\":808,\"./axis_attributes\":827,tinycolor2:535}],829:[function(t,e,r){\"use strict\";var n=t(\"../../../lib/str2rgbarray\"),a=t(\"../../../lib\"),i=[\"xaxis\",\"yaxis\",\"zaxis\"];function o(){this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[18,18,18],this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=[\"Open Sans\",\"Open Sans\",\"Open Sans\"],this.labelSize=[20,20,20],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[30,30,30],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[10,10,10],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!0,!0,!0],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._defaultTickPad=this.tickPad.slice(),this._defaultLabelPad=this.labelPad.slice(),this._defaultLineTickLength=this.lineTickLength.slice()}o.prototype.merge=function(t,e){for(var r=0;r<3;++r){var o=e[i[r]];o.visible?(this.labels[r]=t._meta?a.templateString(o.title.text,t._meta):o.title.text,\"font\"in o.title&&(o.title.font.color&&(this.labelColor[r]=n(o.title.font.color)),o.title.font.family&&(this.labelFont[r]=o.title.font.family),o.title.font.size&&(this.labelSize[r]=o.title.font.size)),\"showline\"in o&&(this.lineEnable[r]=o.showline),\"linecolor\"in o&&(this.lineColor[r]=n(o.linecolor)),\"linewidth\"in o&&(this.lineWidth[r]=o.linewidth),\"showgrid\"in o&&(this.gridEnable[r]=o.showgrid),\"gridcolor\"in o&&(this.gridColor[r]=n(o.gridcolor)),\"gridwidth\"in o&&(this.gridWidth[r]=o.gridwidth),\"log\"===o.type?this.zeroEnable[r]=!1:\"zeroline\"in o&&(this.zeroEnable[r]=o.zeroline),\"zerolinecolor\"in o&&(this.zeroLineColor[r]=n(o.zerolinecolor)),\"zerolinewidth\"in o&&(this.zeroLineWidth[r]=o.zerolinewidth),\"ticks\"in o&&o.ticks?this.lineTickEnable[r]=!0:this.lineTickEnable[r]=!1,\"ticklen\"in o&&(this.lineTickLength[r]=this._defaultLineTickLength[r]=o.ticklen),\"tickcolor\"in o&&(this.lineTickColor[r]=n(o.tickcolor)),\"tickwidth\"in o&&(this.lineTickWidth[r]=o.tickwidth),\"tickangle\"in o&&(this.tickAngle[r]=\"auto\"===o.tickangle?-3600:Math.PI*-o.tickangle/180),\"showticklabels\"in o&&(this.tickEnable[r]=o.showticklabels),\"tickfont\"in o&&(o.tickfont.color&&(this.tickColor[r]=n(o.tickfont.color)),o.tickfont.family&&(this.tickFont[r]=o.tickfont.family),o.tickfont.size&&(this.tickSize[r]=o.tickfont.size)),\"mirror\"in o?-1!==[\"ticks\",\"all\",\"allticks\"].indexOf(o.mirror)?(this.lineTickMirror[r]=!0,this.lineMirror[r]=!0):!0===o.mirror?(this.lineTickMirror[r]=!1,this.lineMirror[r]=!0):(this.lineTickMirror[r]=!1,this.lineMirror[r]=!1):this.lineMirror[r]=!1,\"showbackground\"in o&&!1!==o.showbackground?(this.backgroundEnable[r]=!0,this.backgroundColor[r]=n(o.backgroundcolor)):this.backgroundEnable[r]=!1):(this.tickEnable[r]=!1,this.labelEnable[r]=!1,this.lineEnable[r]=!1,this.lineTickEnable[r]=!1,this.gridEnable[r]=!1,this.zeroEnable[r]=!1,this.backgroundEnable[r]=!1)}},e.exports=function(t,e){var r=new o;return r.merge(t,e),r}},{\"../../../lib\":735,\"../../../lib/str2rgbarray\":758}],830:[function(t,e,r){\"use strict\";var n=t(\"../../../lib\"),a=t(\"../../../components/color\"),i=t(\"../../../registry\"),o=t(\"../../subplot_defaults\"),s=t(\"./axis_defaults\"),l=t(\"./layout_attributes\"),c=t(\"../../get_data\").getSubplotData;function u(t,e,r,n){for(var o=r(\"bgcolor\"),l=a.combine(o,n.paper_bgcolor),u=[\"up\",\"center\",\"eye\"],h=0;h<u.length;h++)r(\"camera.\"+u[h]+\".x\"),r(\"camera.\"+u[h]+\".y\"),r(\"camera.\"+u[h]+\".z\");r(\"camera.projection.type\");var f=!!r(\"aspectratio.x\")&&!!r(\"aspectratio.y\")&&!!r(\"aspectratio.z\"),p=r(\"aspectmode\",f?\"manual\":\"auto\");f||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},\"manual\"===p&&(e.aspectmode=\"auto\"),t.aspectmode=e.aspectmode);var d=c(n.fullData,\"gl3d\",n.id);s(t,e,{font:n.font,scene:n.id,data:d,bgColor:l,calendar:n.calendar,fullLayout:n.fullLayout}),i.getComponentMethod(\"annotations3d\",\"handleDefaults\")(t,e,n);var g=n.getDfltFromLayout(\"dragmode\");if(!1!==g&&!g)if(g=\"orbit\",t.camera&&t.camera.up){var m=t.camera.up.x,v=t.camera.up.y,y=t.camera.up.z;0!==y&&(m&&v&&y?y/Math.sqrt(m*m+v*v+y*y)>.999&&(g=\"turntable\"):g=\"turntable\")}else g=\"turntable\";r(\"dragmode\",g),r(\"hovermode\",n.getDfltFromLayout(\"hovermode\"))}e.exports=function(t,e,r){var a=e._basePlotModules.length>1;o(t,e,r,{type:\"gl3d\",attributes:l,handleDefaults:u,fullLayout:e,font:e.font,fullData:r,getDfltFromLayout:function(e){if(!a)return n.validate(t[e],l[e])?t[e]:void 0},paper_bgcolor:e.paper_bgcolor,calendar:e.calendar})}},{\"../../../components/color\":602,\"../../../lib\":735,\"../../../registry\":866,\"../../get_data\":820,\"../../subplot_defaults\":860,\"./axis_defaults\":828,\"./layout_attributes\":831}],831:[function(t,e,r){\"use strict\";var n=t(\"./axis_attributes\"),a=t(\"../../domain\").attributes,i=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../lib\").counterRegex;function s(t,e,r){return{x:{valType:\"number\",dflt:t,editType:\"camera\"},y:{valType:\"number\",dflt:e,editType:\"camera\"},z:{valType:\"number\",dflt:r,editType:\"camera\"},editType:\"camera\"}}e.exports={_arrayAttrRegexps:[o(\"scene\",\".annotations\",!0)],bgcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"plot\"},camera:{up:i(s(0,0,1),{}),center:i(s(0,0,0),{}),eye:i(s(1.25,1.25,1.25),{}),projection:{type:{valType:\"enumerated\",values:[\"perspective\",\"orthographic\"],dflt:\"perspective\",editType:\"calc\"},editType:\"calc\"},editType:\"camera\"},domain:a({name:\"scene\",editType:\"plot\"}),aspectmode:{valType:\"enumerated\",values:[\"auto\",\"cube\",\"data\",\"manual\"],dflt:\"auto\",editType:\"plot\",impliedEdits:{\"aspectratio.x\":void 0,\"aspectratio.y\":void 0,\"aspectratio.z\":void 0}},aspectratio:{x:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},y:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},z:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},editType:\"plot\",impliedEdits:{aspectmode:\"manual\"}},xaxis:n,yaxis:n,zaxis:n,dragmode:{valType:\"enumerated\",values:[\"orbit\",\"turntable\",\"zoom\",\"pan\",!1],editType:\"plot\"},hovermode:{valType:\"enumerated\",values:[\"closest\",!1],dflt:\"closest\",editType:\"modebar\"},uirevision:{valType:\"any\",editType:\"none\"},editType:\"plot\",_deprecated:{cameraposition:{valType:\"info_array\",editType:\"camera\"}}}},{\"../../../lib\":735,\"../../../lib/extend\":726,\"../../domain\":810,\"./axis_attributes\":827}],832:[function(t,e,r){\"use strict\";var n=t(\"../../../lib/str2rgbarray\"),a=[\"xaxis\",\"yaxis\",\"zaxis\"];function i(){this.enabled=[!0,!0,!0],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.drawSides=[!0,!0,!0],this.lineWidth=[1,1,1]}i.prototype.merge=function(t){for(var e=0;e<3;++e){var r=t[a[e]];r.visible?(this.enabled[e]=r.showspikes,this.colors[e]=n(r.spikecolor),this.drawSides[e]=r.spikesides,this.lineWidth[e]=r.spikethickness):(this.enabled[e]=!1,this.drawSides[e]=!1)}},e.exports=function(t){var e=new i;return e.merge(t),e}},{\"../../../lib/str2rgbarray\":758}],833:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,s=t.fullSceneLayout,l=[[],[],[]],c=0;c<3;++c){var u=s[i[c]];if(u._length=(r[c].hi-r[c].lo)*r[c].pixelsPerDataUnit/t.dataScale[c],Math.abs(u._length)===1/0||isNaN(u._length))l[c]=[];else{u._input_range=u.range.slice(),u.range[0]=r[c].lo/t.dataScale[c],u.range[1]=r[c].hi/t.dataScale[c],u._m=1/(t.dataScale[c]*r[c].pixelsPerDataUnit),u.range[0]===u.range[1]&&(u.range[0]-=1,u.range[1]+=1);var h=u.tickmode;if(\"auto\"===u.tickmode){u.tickmode=\"linear\";var f=u.nticks||a.constrain(u._length/40,4,9);n.autoTicks(u,Math.abs(u.range[1]-u.range[0])/f)}for(var p=n.calcTicks(u),d=0;d<p.length;++d)p[d].x=p[d].x*t.dataScale[c],\"date\"===u.type&&(p[d].text=p[d].text.replace(/\\<br\\>/g,\" \"));l[c]=p,u.tickmode=h}}e.ticks=l;for(c=0;c<3;++c){o[c]=.5*(t.glplot.bounds[0][c]+t.glplot.bounds[1][c]);for(d=0;d<2;++d)e.bounds[d][c]=t.glplot.bounds[d][c]}t.contourLevels=function(t){for(var e=new Array(3),r=0;r<3;++r){for(var n=t[r],a=new Array(n.length),i=0;i<n.length;++i)a[i]=n[i].x;e[r]=a}return e}(l)};var n=t(\"../../cartesian/axes\"),a=t(\"../../../lib\"),i=[\"xaxis\",\"yaxis\",\"zaxis\"],o=[0,0,0]},{\"../../../lib\":735,\"../../cartesian/axes\":783}],834:[function(t,e,r){\"use strict\";function n(t,e){var r,n,a=[0,0,0,0];for(r=0;r<4;++r)for(n=0;n<4;++n)a[n]+=t[4*r+n]*e[r];return a}e.exports=function(t,e){return n(t.projection,n(t.view,n(t.model,[e[0],e[1],e[2],1])))}},{}],835:[function(t,e,r){\"use strict\";var n,a,i=t(\"gl-plot3d\"),o=i.createCamera,s=i.createScene,l=t(\"webgl-context\"),c=t(\"has-passive-events\"),u=t(\"../../registry\"),h=t(\"../../lib\"),f=t(\"../../plots/cartesian/axes\"),p=t(\"../../components/fx\"),d=t(\"../../lib/str2rgbarray\"),g=t(\"../../lib/show_no_webgl_msg\"),m=t(\"./project\"),v=t(\"./layout/convert\"),y=t(\"./layout/spikes\"),x=t(\"./layout/tick_marks\"),b=t(\"is-mobile\")({tablet:!0,featureDetect:!0});function _(t,e){var r=document.createElement(\"div\"),n=t.container;this.graphDiv=t.graphDiv;var a=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");a.style.position=\"absolute\",a.style.top=a.style.left=\"0px\",a.style.width=a.style.height=\"100%\",a.style[\"z-index\"]=20,a.style[\"pointer-events\"]=\"none\",r.appendChild(a),this.svgContainer=a,r.id=t.id,r.style.position=\"absolute\",r.style.top=r.style.left=\"0px\",r.style.width=r.style.height=\"100%\",n.appendChild(r),this.fullLayout=e,this.id=t.id||\"scene\",this.fullSceneLayout=e[this.id],this.plotArgs=[[],{},{}],this.axesOptions=v(e,e[this.id]),this.spikeOptions=y(e[this.id]),this.container=r,this.staticMode=!!t.staticPlot,this.pixelRatio=this.pixelRatio||t.plotGlPixelRatio||2,this.dataScale=[1,1,1],this.contourLevels=[[],[],[]],this.convertAnnotations=u.getComponentMethod(\"annotations3d\",\"convert\"),this.drawAnnotations=u.getComponentMethod(\"annotations3d\",\"draw\"),this.initializeGLPlot()}var w=_.prototype;w.prepareOptions=function(){var t={canvas:this.canvas,gl:this.gl,glOptions:{preserveDrawingBuffer:b,premultipliedAlpha:!0,antialias:!0},container:this.container,axes:this.axesOptions,spikes:this.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1,cameraObject:this.camera,pixelRatio:this.pixelRatio};if(this.staticMode){if(!(a||(n=document.createElement(\"canvas\"),a=l({canvas:n,preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"error creating static canvas/context for image server\");t.gl=a,t.canvas=n}return t},w.tryCreatePlot=function(){var t=this.prepareOptions(),e=!0;try{this.glplot=s(t)}catch(r){if(this.staticMode)e=!1;else try{h.warn([\"webgl setup failed possibly due to\",b?\"disabling\":\"enabling\",\"preserveDrawingBuffer config.\",\"The device may not be supported by is-mobile module!\",\"Inverting preserveDrawingBuffer option in second attempt to create webgl scene.\"].join(\" \")),b=t.glOptions.preserveDrawingBuffer=!t.glOptions.preserveDrawingBuffer,this.glplot=s(t)}catch(t){e=!1}}return e},w.initializeGLCamera=function(){var t=this.fullSceneLayout.camera,e=\"orthographic\"===t.projection.type;this.camera=o(this.container,{center:[t.center.x,t.center.y,t.center.z],eye:[t.eye.x,t.eye.y,t.eye.z],up:[t.up.x,t.up.y,t.up.z],_ortho:e,zoomMin:.01,zoomMax:100,mode:\"orbit\"})},w.initializeGLPlot=function(){var t=this;if(t.initializeGLCamera(),!t.tryCreatePlot())return g(t);t.traces={},t.make4thDimension();var e=t.graphDiv,r=e.layout,n=function(){var e={};return t.isCameraChanged(r)&&(e[t.id+\".camera\"]=t.getCamera()),t.isAspectChanged(r)&&(e[t.id+\".aspectratio\"]=t.glplot.getAspectratio(),\"manual\"!==r[t.id].aspectmode&&(t.fullSceneLayout.aspectmode=r[t.id].aspectmode=e[t.id+\".aspectmode\"]=\"manual\")),e},a=function(t){if(!1!==t.fullSceneLayout.dragmode){var e=n();t.saveLayout(r),t.graphDiv.emit(\"plotly_relayout\",e)}};return t.glplot.canvas.addEventListener(\"mouseup\",(function(){a(t)})),t.glplot.canvas.addEventListener(\"wheel\",(function(r){if(e._context._scrollZoom.gl3d){if(t.camera._ortho){var n=r.deltaX>r.deltaY?1.1:1/1.1,i=t.glplot.getAspectratio();t.glplot.setAspectratio({x:n*i.x,y:n*i.y,z:n*i.z})}a(t)}}),!!c&&{passive:!1}),t.glplot.canvas.addEventListener(\"mousemove\",(function(){if(!1!==t.fullSceneLayout.dragmode&&0!==t.camera.mouseListener.buttons){var e=n();t.graphDiv.emit(\"plotly_relayouting\",e)}})),t.staticMode||t.glplot.canvas.addEventListener(\"webglcontextlost\",(function(r){e&&e.emit&&e.emit(\"plotly_webglcontextlost\",{event:r,layer:t.id})}),!1),t.glplot.oncontextloss=function(){t.recoverContext()},t.glplot.onrender=function(){t.render()},!0},w.render=function(){var t,e=this,r=e.graphDiv,n=e.svgContainer,a=e.container.getBoundingClientRect(),i=a.width,o=a.height;n.setAttributeNS(null,\"viewBox\",\"0 0 \"+i+\" \"+o),n.setAttributeNS(null,\"width\",i),n.setAttributeNS(null,\"height\",o),x(e),e.glplot.axes.update(e.axesOptions);for(var s,l=Object.keys(e.traces),c=null,u=e.glplot.selection,d=0;d<l.length;++d)\"skip\"!==(t=e.traces[l[d]]).data.hoverinfo&&t.handlePick(u)&&(c=t),t.setContourLevels&&t.setContourLevels();function g(t,r){var n=e.fullSceneLayout[t];return f.tickText(n,n.d2l(r),\"hover\").text}if(null!==c){var v=m(e.glplot.cameraParams,u.dataCoordinate);t=c.data;var y,b=r._fullData[t.index],_=u.index,w={xLabel:g(\"xaxis\",u.traceCoordinate[0]),yLabel:g(\"yaxis\",u.traceCoordinate[1]),zLabel:g(\"zaxis\",u.traceCoordinate[2])},T=p.castHoverinfo(b,e.fullLayout,_),k=(T||\"\").split(\"+\"),M=T&&\"all\"===T;b.hovertemplate||M||(-1===k.indexOf(\"x\")&&(w.xLabel=void 0),-1===k.indexOf(\"y\")&&(w.yLabel=void 0),-1===k.indexOf(\"z\")&&(w.zLabel=void 0),-1===k.indexOf(\"text\")&&(u.textLabel=void 0),-1===k.indexOf(\"name\")&&(c.name=void 0));var A=[];\"cone\"===t.type||\"streamtube\"===t.type?(w.uLabel=g(\"xaxis\",u.traceCoordinate[3]),(M||-1!==k.indexOf(\"u\"))&&A.push(\"u: \"+w.uLabel),w.vLabel=g(\"yaxis\",u.traceCoordinate[4]),(M||-1!==k.indexOf(\"v\"))&&A.push(\"v: \"+w.vLabel),w.wLabel=g(\"zaxis\",u.traceCoordinate[5]),(M||-1!==k.indexOf(\"w\"))&&A.push(\"w: \"+w.wLabel),w.normLabel=u.traceCoordinate[6].toPrecision(3),(M||-1!==k.indexOf(\"norm\"))&&A.push(\"norm: \"+w.normLabel),\"streamtube\"===t.type&&(w.divergenceLabel=u.traceCoordinate[7].toPrecision(3),(M||-1!==k.indexOf(\"divergence\"))&&A.push(\"divergence: \"+w.divergenceLabel)),u.textLabel&&A.push(u.textLabel),y=A.join(\"<br>\")):\"isosurface\"===t.type||\"volume\"===t.type?(w.valueLabel=f.tickText(e._mockAxis,e._mockAxis.d2l(u.traceCoordinate[3]),\"hover\").text,A.push(\"value: \"+w.valueLabel),u.textLabel&&A.push(u.textLabel),y=A.join(\"<br>\")):y=u.textLabel;var S={x:u.traceCoordinate[0],y:u.traceCoordinate[1],z:u.traceCoordinate[2],data:b._input,fullData:b,curveNumber:b.index,pointNumber:_};p.appendArrayPointValue(S,b,_),t._module.eventData&&(S=b._module.eventData(S,u,b,{},_));var E={points:[S]};e.fullSceneLayout.hovermode&&p.loneHover({trace:b,x:(.5+.5*v[0]/v[3])*i,y:(.5-.5*v[1]/v[3])*o,xLabel:w.xLabel,yLabel:w.yLabel,zLabel:w.zLabel,text:y,name:c.name,color:p.castHoverOption(b,_,\"bgcolor\")||c.color,borderColor:p.castHoverOption(b,_,\"bordercolor\"),fontFamily:p.castHoverOption(b,_,\"font.family\"),fontSize:p.castHoverOption(b,_,\"font.size\"),fontColor:p.castHoverOption(b,_,\"font.color\"),nameLength:p.castHoverOption(b,_,\"namelength\"),textAlign:p.castHoverOption(b,_,\"align\"),hovertemplate:h.castOption(b,_,\"hovertemplate\"),hovertemplateLabels:h.extendFlat({},S,w),eventData:[S]},{container:n,gd:r}),u.buttons&&u.distance<5?r.emit(\"plotly_click\",E):r.emit(\"plotly_hover\",E),s=E}else p.loneUnhover(n),r.emit(\"plotly_unhover\",s);e.drawAnnotations(e)},w.recoverContext=function(){var t=this;t.glplot.dispose();var e=function(){t.glplot.gl.isContextLost()?requestAnimationFrame(e):t.initializeGLPlot()?t.plot.apply(t,t.plotArgs):h.error(\"Catastrophic and unrecoverable WebGL error. Context lost.\")};requestAnimationFrame(e)};var T=[\"xaxis\",\"yaxis\",\"zaxis\"];function k(t,e,r){for(var n=t.fullSceneLayout,a=0;a<3;a++){var i=T[a],o=i.charAt(0),s=n[i],l=e[o],c=e[o+\"calendar\"],u=e[\"_\"+o+\"length\"];if(h.isArrayOrTypedArray(l))for(var f,p=0;p<(u||l.length);p++)if(h.isArrayOrTypedArray(l[p]))for(var d=0;d<l[p].length;++d)f=s.d2l(l[p][d],0,c),!isNaN(f)&&isFinite(f)&&(r[0][a]=Math.min(r[0][a],f),r[1][a]=Math.max(r[1][a],f));else f=s.d2l(l[p],0,c),!isNaN(f)&&isFinite(f)&&(r[0][a]=Math.min(r[0][a],f),r[1][a]=Math.max(r[1][a],f));else r[0][a]=Math.min(r[0][a],0),r[1][a]=Math.max(r[1][a],u-1)}}w.plot=function(t,e,r){if(this.plotArgs=[t,e,r],!this.glplot.contextLost){var n,a,i,o,s,l,c=e[this.id],u=r[this.id];this.fullLayout=e,this.fullSceneLayout=c,this.axesOptions.merge(e,c),this.spikeOptions.merge(c),this.setViewport(c),this.updateFx(c.dragmode,c.hovermode),this.camera.enableWheel=this.graphDiv._context._scrollZoom.gl3d,this.glplot.setClearColor(d(c.bgcolor)),this.setConvert(s),t?Array.isArray(t)||(t=[t]):t=[];var h=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(i=0;i<t.length;++i)!0===(n=t[i]).visible&&0!==n._length&&k(this,n,h);!function(t,e){for(var r=t.fullSceneLayout,n=r.annotations||[],a=0;a<3;a++)for(var i=T[a],o=i.charAt(0),s=r[i],l=0;l<n.length;l++){var c=n[l];if(c.visible){var u=s.r2l(c[o]);!isNaN(u)&&isFinite(u)&&(e[0][a]=Math.min(e[0][a],u),e[1][a]=Math.max(e[1][a],u))}}}(this,h);var 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Z=n.svg.axis().scale(r).ticks(5).tickSize(5);H.call(Z).attr({transform:\"rotate(\"+f.radialAxis.orientation+\")\"}),H.selectAll(\".domain\").style(F),H.selectAll(\"g>text\").text((function(t,e){return this.textContent+f.radialAxis.ticksSuffix})).style(B).style({\"text-anchor\":\"start\"}).attr({x:0,y:0,dx:0,dy:0,transform:function(t,e){return\"horizontal\"===f.radialAxis.tickOrientation?\"rotate(\"+-f.radialAxis.orientation+\") translate(\"+[0,B[\"font-size\"]]+\")\":\"translate(\"+[0,B[\"font-size\"]]+\")\"}}),H.selectAll(\"g>line\").style({stroke:\"black\"})}var X=t.select(\".angular.axis-group\").selectAll(\"g.angular-tick\").data(I),J=X.enter().append(\"g\").classed(\"angular-tick\",!0);X.attr({transform:function(t,e){return\"rotate(\"+W(t)+\")\"}}).style({display:f.angularAxis.visible?\"block\":\"none\"}),X.exit().remove(),J.append(\"line\").classed(\"grid-line\",!0).classed(\"major\",(function(t,e){return e%(f.minorTicks+1)==0})).classed(\"minor\",(function(t,e){return!(e%(f.minorTicks+1)==0)})).style(F),J.selectAll(\".minor\").style({stroke:f.minorTickColor}),X.select(\"line.grid-line\").attr({x1:f.tickLength?x-f.tickLength:0,x2:x}).style({display:f.angularAxis.gridLinesVisible?\"block\":\"none\"}),J.append(\"text\").classed(\"axis-text\",!0).style(B);var K=X.select(\"text.axis-text\").attr({x:x+f.labelOffset,dy:i+\"em\",transform:function(t,e){var r=W(t),n=x+f.labelOffset,a=f.angularAxis.tickOrientation;return\"horizontal\"==a?\"rotate(\"+-r+\" \"+n+\" 0)\":\"radial\"==a?r<270&&r>90?\"rotate(180 \"+n+\" 0)\":null:\"rotate(\"+(r<=180&&r>0?-90:90)+\" \"+n+\" 0)\"}}).style({\"text-anchor\":\"middle\",display:f.angularAxis.labelsVisible?\"block\":\"none\"}).text((function(t,e){return e%(f.minorTicks+1)!=0?\"\":w?w[t]+f.angularAxis.ticksSuffix:t+f.angularAxis.ticksSuffix})).style(B);f.angularAxis.rewriteTicks&&K.text((function(t,e){return e%(f.minorTicks+1)!=0?\"\":f.angularAxis.rewriteTicks(this.textContent,e)}));var Q=n.max(R.selectAll(\".angular-tick text\")[0].map((function(t,e){return t.getCTM().e+t.getBBox().width})));D.attr({transform:\"translate(\"+[x+Q,f.margin.top]+\")\"});var $=t.select(\"g.geometry-group\").selectAll(\"g\").size()>0,tt=t.select(\"g.geometry-group\").selectAll(\"g.geometry\").data(p);if(tt.enter().append(\"g\").attr({class:function(t,e){return\"geometry geometry\"+e}}),tt.exit().remove(),p[0]||$){var et=[];p.forEach((function(t,e){var n={};n.radialScale=r,n.angularScale=s,n.container=tt.filter((function(t,r){return r==e})),n.geometry=t.geometry,n.orientation=f.orientation,n.direction=f.direction,n.index=e,et.push({data:t,geometryConfig:n})}));var rt=n.nest().key((function(t,e){return\"undefined\"!=typeof t.data.groupId||\"unstacked\"})).entries(et),nt=[];rt.forEach((function(t,e){\"unstacked\"===t.key?nt=nt.concat(t.values.map((function(t,e){return[t]}))):nt.push(t.values)})),nt.forEach((function(t,e){var r;r=Array.isArray(t)?t[0].geometryConfig.geometry:t.geometryConfig.geometry;var n=t.map((function(t,e){return a(o[r].defaultConfig(),t)}));o[r]().config(n)()}))}var at,it,ot=t.select(\".guides-group\"),st=t.select(\".tooltips-group\"),lt=o.tooltipPanel().config({container:st,fontSize:8})(),ct=o.tooltipPanel().config({container:st,fontSize:8})(),ut=o.tooltipPanel().config({container:st,hasTick:!0})();if(!k){var ht=ot.select(\"line\").attr({x1:0,y1:0,y2:0}).style({stroke:\"grey\",\"pointer-events\":\"none\"});R.on(\"mousemove.angular-guide\",(function(t,e){var r=o.util.getMousePos(Y).angle;ht.attr({x2:-x,transform:\"rotate(\"+r+\")\"}).style({opacity:.5});var n=(r+180+360-f.orientation)%360;at=s.invert(n);var a=o.util.convertToCartesian(x+12,r+180);lt.text(o.util.round(at)).move([a[0]+_[0],a[1]+_[1]])})).on(\"mouseout.angular-guide\",(function(t,e){ot.select(\"line\").style({opacity:0})}))}var ft=ot.select(\"circle\").style({stroke:\"grey\",fill:\"none\"});R.on(\"mousemove.radial-guide\",(function(t,e){var n=o.util.getMousePos(Y).radius;ft.attr({r:n}).style({opacity:.5}),it=r.invert(o.util.getMousePos(Y).radius);var a=o.util.convertToCartesian(n,f.radialAxis.orientation);ct.text(o.util.round(it)).move([a[0]+_[0],a[1]+_[1]])})).on(\"mouseout.radial-guide\",(function(t,e){ft.style({opacity:0}),ut.hide(),lt.hide(),ct.hide()})),t.selectAll(\".geometry-group .mark\").on(\"mouseover.tooltip\",(function(e,r){var a=n.select(this),i=this.style.fill,s=\"black\",l=this.style.opacity||1;if(a.attr({\"data-opacity\":l}),i&&\"none\"!==i){a.attr({\"data-fill\":i}),s=n.hsl(i).darker().toString(),a.style({fill:s,opacity:1});var c={t:o.util.round(e[0]),r:o.util.round(e[1])};k&&(c.t=w[e[0]]);var u=\"t: 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u},f.getinputConfig=function(){return c},f.radialScale=function(t){return r},f.angularScale=function(t){return s},f.svg=function(){return t},n.rebind(f,h,\"on\"),f},o.Axis.defaultConfig=function(t,e){return{data:[{t:[1,2,3,4],r:[10,11,12,13],name:\"Line1\",geometry:\"LinePlot\",color:null,strokeDash:\"solid\",strokeColor:null,strokeSize:\"1\",visibleInLegend:!0,opacity:1}],layout:{defaultColorRange:n.scale.category10().range(),title:null,height:450,width:500,margin:{top:40,right:40,bottom:40,left:40},font:{size:12,color:\"gray\",outlineColor:\"white\",family:\"Tahoma, 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n=e*Math.PI/180;return[e,t(n)]}))},o.util.dataFromEquation=function(t,e,r){var a=e||6,i=[],o=[];n.range(0,360+a,a).forEach((function(e,r){var n=e*Math.PI/180,a=t(n);i.push(e),o.push(a)}));var s={t:i,r:o};return r&&(s.name=r),s},o.util.ensureArray=function(t,e){if(\"undefined\"==typeof t)return null;var r=[].concat(t);return n.range(e).map((function(t,e){return r[e]||r[0]}))},o.util.fillArrays=function(t,e,r){return e.forEach((function(e,n){t[e]=o.util.ensureArray(t[e],r)})),t},o.util.cloneJson=function(t){return JSON.parse(JSON.stringify(t))},o.util.validateKeys=function(t,e){\"string\"==typeof e&&(e=e.split(\".\"));var r=e.shift();return t[r]&&(!e.length||objHasKeys(t[r],e))},o.util.sumArrays=function(t,e){return n.zip(t,e).map((function(t,e){return n.sum(t)}))},o.util.arrayLast=function(t){return t[t.length-1]},o.util.arrayEqual=function(t,e){for(var r=Math.max(t.length,e.length,1);r-- >=0&&t[r]===e[r];);return-2===r},o.util.flattenArray=function(t){for(var e=[];!o.util.arrayEqual(e,t);)e=t,t=[].concat.apply([],t);return t},o.util.deduplicate=function(t){return t.filter((function(t,e,r){return r.indexOf(t)==e}))},o.util.convertToCartesian=function(t,e){var r=e*Math.PI/180;return[t*Math.cos(r),t*Math.sin(r)]},o.util.round=function(t,e){var r=e||2,n=Math.pow(10,r);return Math.round(t*n)/n},o.util.getMousePos=function(t){var e=n.mouse(t.node()),r=e[0],a=e[1],i={};return i.x=r,i.y=a,i.pos=e,i.angle=180*(Math.atan2(a,r)+Math.PI)/Math.PI,i.radius=Math.sqrt(r*r+a*a),i},o.util.duplicatesCount=function(t){for(var e,r={},n={},a=0,i=t.length;a<i;a++)(e=t[a])in r?(r[e]++,n[e]=r[e]):r[e]=1;return n},o.util.duplicates=function(t){return Object.keys(o.util.duplicatesCount(t))},o.util.translator=function(t,e,r,n){if(n){var a=r.slice();r=e,e=a}var i=e.reduce((function(t,e){if(\"undefined\"!=typeof t)return t[e]}),t);\"undefined\"!=typeof i&&(e.reduce((function(t,r,n){if(\"undefined\"!=typeof t)return n===e.length-1&&delete 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o=r[2]?[r[0],r[1]+r[2]]:r,s=n.svg.symbol().size(t[i].data.dotSize).type(t[i].data.dotType)(r,a);n.select(this).attr({class:\"mark dot\",d:s,transform:function(t,r){var n,a,i,s=(n=function(t,r){var n=e.radialScale(t[1]),a=(e.angularScale(t[0])+e.orientation)*Math.PI/180;return{r:n,t:a}}(o),a=n.r*Math.cos(n.t),i=n.r*Math.sin(n.t),{x:a,y:i});return\"translate(\"+[s.x,s.y]+\")\"}})};var u=n.svg.line.radial().interpolate(t[0].data.lineInterpolation).radius((function(t){return e.radialScale(t[1])})).angle((function(t){return e.angularScale(t[0])*Math.PI/180}));c.line=function(r,a,i){var s=r[2]?o[i].map((function(t,e){return[t[0],t[1]+t[2]]})):o[i];if(n.select(this).each(c.dot).style({opacity:function(e,r){return+t[i].data.dotVisible},fill:d.stroke(r,a,i)}).attr({class:\"mark dot\"}),!(a>0)){var l=n.select(this.parentNode).selectAll(\"path.line\").data([0]);l.enter().insert(\"path\"),l.attr({class:\"line\",d:u(s),transform:function(t,r){return\"rotate(\"+(e.orientation+90)+\")\"},\"pointer-events\":\"none\"}).style({fill:function(t,e){return d.fill(r,a,i)},\"fill-opacity\":0,stroke:function(t,e){return d.stroke(r,a,i)},\"stroke-width\":function(t,e){return d[\"stroke-width\"](r,a,i)},\"stroke-dasharray\":function(t,e){return d[\"stroke-dasharray\"](r,a,i)},opacity:function(t,e){return d.opacity(r,a,i)},display:function(t,e){return d.display(r,a,i)}})}};var h=e.angularScale.range(),f=Math.abs(h[1]-h[0])/o[0].length*Math.PI/180,p=n.svg.arc().startAngle((function(t){return-f/2})).endAngle((function(t){return f/2})).innerRadius((function(t){return e.radialScale(l+(t[2]||0))})).outerRadius((function(t){return e.radialScale(l+(t[2]||0))+e.radialScale(t[1])}));c.arc=function(t,r,a){n.select(this).attr({class:\"mark arc\",d:p,transform:function(t,r){return\"rotate(\"+(e.orientation+s(t[0])+90)+\")\"}})};var d={fill:function(e,r,n){return t[n].data.color},stroke:function(e,r,n){return t[n].data.strokeColor},\"stroke-width\":function(e,r,n){return t[n].data.strokeSize+\"px\"},\"stroke-dasharray\":function(e,n,a){return r[t[a].data.strokeDash]},opacity:function(e,r,n){return t[n].data.opacity},display:function(e,r,n){return\"undefined\"==typeof t[n].data.visible||t[n].data.visible?\"block\":\"none\"}},g=n.select(this).selectAll(\"g.layer\").data(o);g.enter().append(\"g\").attr({class:\"layer\"});var m=g.selectAll(\"path.mark\").data((function(t,e){return t}));m.enter().append(\"path\").attr({class:\"mark\"}),m.style(d).each(c[e.geometryType]),m.exit().remove(),g.exit().remove()}))}return i.config=function(e){return arguments.length?(e.forEach((function(e,r){t[r]||(t[r]={}),a(t[r],o.PolyChart.defaultConfig()),a(t[r],e)})),this):t},i.getColorScale=function(){},n.rebind(i,e,\"on\"),i},o.PolyChart.defaultConfig=function(){return{data:{name:\"geom1\",t:[[1,2,3,4]],r:[[1,2,3,4]],dotType:\"circle\",dotSize:64,dotVisible:!1,barWidth:20,color:\"#ffa500\",strokeSize:1,strokeColor:\"silver\",strokeDash:\"solid\",opacity:1,index:0,visible:!0,visibleInLegend:!0},geometryConfig:{geometry:\"LinePlot\",geometryType:\"arc\",direction:\"clockwise\",orientation:0,container:\"body\",radialScale:null,angularScale:null,colorScale:n.scale.category20()}}},o.BarChart=function(){return o.PolyChart()},o.BarChart.defaultConfig=function(){return{geometryConfig:{geometryType:\"bar\"}}},o.AreaChart=function(){return o.PolyChart()},o.AreaChart.defaultConfig=function(){return{geometryConfig:{geometryType:\"arc\"}}},o.DotPlot=function(){return o.PolyChart()},o.DotPlot.defaultConfig=function(){return{geometryConfig:{geometryType:\"dot\",dotType:\"circle\"}}},o.LinePlot=function(){return o.PolyChart()},o.LinePlot.defaultConfig=function(){return{geometryConfig:{geometryType:\"line\"}}},o.Legend=function(){var t=o.Legend.defaultConfig(),e=n.dispatch(\"hover\");function r(){var e=t.legendConfig,i=t.data.map((function(t,r){return[].concat(t).map((function(t,n){var i=a({},e.elements[r]);return i.name=t,i.color=[].concat(e.elements[r].color)[n],i}))})),o=n.merge(i);o=o.filter((function(t,r){return e.elements[r]&&(e.elements[r].visibleInLegend||\"undefined\"==typeof e.elements[r].visibleInLegend)})),e.reverseOrder&&(o=o.reverse());var s=e.container;(\"string\"==typeof s||s.nodeName)&&(s=n.select(s));var l=o.map((function(t,e){return t.color})),c=e.fontSize,u=null==e.isContinuous?\"number\"==typeof o[0]:e.isContinuous,h=u?e.height:c*o.length,f=s.classed(\"legend-group\",!0).selectAll(\"svg\").data([0]),p=f.enter().append(\"svg\").attr({width:300,height:h+c,xmlns:\"http://www.w3.org/2000/svg\",\"xmlns:xlink\":\"http://www.w3.org/1999/xlink\",version:\"1.1\"});p.append(\"g\").classed(\"legend-axis\",!0),p.append(\"g\").classed(\"legend-marks\",!0);var d=n.range(o.length),g=n.scale[u?\"linear\":\"ordinal\"]().domain(d).range(l),m=n.scale[u?\"linear\":\"ordinal\"]().domain(d)[u?\"range\":\"rangePoints\"]([0,h]);if(u){var v=f.select(\".legend-marks\").append(\"defs\").append(\"linearGradient\").attr({id:\"grad1\",x1:\"0%\",y1:\"0%\",x2:\"0%\",y2:\"100%\"}).selectAll(\"stop\").data(l);v.enter().append(\"stop\"),v.attr({offset:function(t,e){return e/(l.length-1)*100+\"%\"}}).style({\"stop-color\":function(t,e){return t}}),f.append(\"rect\").classed(\"legend-mark\",!0).attr({height:e.height,width:e.colorBandWidth,fill:\"url(#grad1)\"})}else{var y=f.select(\".legend-marks\").selectAll(\"path.legend-mark\").data(o);y.enter().append(\"path\").classed(\"legend-mark\",!0),y.attr({transform:function(t,e){return\"translate(\"+[c/2,m(e)+c/2]+\")\"},d:function(t,e){var r,a,i,o=t.symbol;return i=3*(a=c),\"line\"===(r=o)?\"M\"+[[-a/2,-a/12],[a/2,-a/12],[a/2,a/12],[-a/2,a/12]]+\"Z\":-1!=n.svg.symbolTypes.indexOf(r)?n.svg.symbol().type(r).size(i)():n.svg.symbol().type(\"square\").size(i)()},fill:function(t,e){return g(e)}}),y.exit().remove()}var x=n.svg.axis().scale(m).orient(\"right\"),b=f.select(\"g.legend-axis\").attr({transform:\"translate(\"+[u?e.colorBandWidth:c,c/2]+\")\"}).call(x);return b.selectAll(\".domain\").style({fill:\"none\",stroke:\"none\"}),b.selectAll(\"line\").style({fill:\"none\",stroke:u?e.textColor:\"none\"}),b.selectAll(\"text\").style({fill:e.textColor,\"font-size\":e.fontSize}).text((function(t,e){return o[e].name})),r}return r.config=function(e){return arguments.length?(a(t,e),this):t},n.rebind(r,e,\"on\"),r},o.Legend.defaultConfig=function(t,e){return{data:[\"a\",\"b\",\"c\"],legendConfig:{elements:[{symbol:\"line\",color:\"red\"},{symbol:\"square\",color:\"yellow\"},{symbol:\"diamond\",color:\"limegreen\"}],height:150,colorBandWidth:30,fontSize:12,container:\"body\",isContinuous:null,textColor:\"grey\",reverseOrder:!1}}},o.tooltipPanel=function(){var t,e,r,i={container:null,hasTick:!1,fontSize:12,color:\"white\",padding:5},s=\"tooltip-\"+o.tooltipPanel.uid++,l=10,c=function(){var n=(t=i.container.selectAll(\"g.\"+s).data([0])).enter().append(\"g\").classed(s,!0).style({\"pointer-events\":\"none\",display:\"none\"});return r=n.append(\"path\").style({fill:\"white\",\"fill-opacity\":.9}).attr({d:\"M0 0\"}),e=n.append(\"text\").attr({dx:i.padding+l,dy:.3*+i.fontSize}),c};return c.text=function(a){var o=n.hsl(i.color).l,s=o>=.5?\"#aaa\":\"white\",u=o>=.5?\"black\":\"white\",h=a||\"\";e.style({fill:u,\"font-size\":i.fontSize+\"px\"}).text(h);var f=i.padding,p=e.node().getBBox(),d={fill:i.color,stroke:s,\"stroke-width\":\"2px\"},g=p.width+2*f+l,m=p.height+2*f;return r.attr({d:\"M\"+[[l,-m/2],[l,-m/4],[i.hasTick?0:l,0],[l,m/4],[l,m/2],[g,m/2],[g,-m/2]].join(\"L\")+\"Z\"}).style(d),t.attr({transform:\"translate(\"+[l,-m/2+2*f]+\")\"}),t.style({display:\"block\"}),c},c.move=function(e){if(t)return t.attr({transform:\"translate(\"+[e[0],e[1]]+\")\"}).style({display:\"block\"}),c},c.hide=function(){if(t)return t.style({display:\"none\"}),c},c.show=function(){if(t)return t.style({display:\"block\"}),c},c.config=function(t){return a(i,t),c},c},o.tooltipPanel.uid=1,o.adapter={},o.adapter.plotly=function(){var t={convert:function(t,e){var r={};if(t.data&&(r.data=t.data.map((function(t,r){var n=a({},t);return[[n,[\"marker\",\"color\"],[\"color\"]],[n,[\"marker\",\"opacity\"],[\"opacity\"]],[n,[\"marker\",\"line\",\"color\"],[\"strokeColor\"]],[n,[\"marker\",\"line\",\"dash\"],[\"strokeDash\"]],[n,[\"marker\",\"line\",\"width\"],[\"strokeSize\"]],[n,[\"marker\",\"symbol\"],[\"dotType\"]],[n,[\"marker\",\"size\"],[\"dotSize\"]],[n,[\"marker\",\"barWidth\"],[\"barWidth\"]],[n,[\"line\",\"interpolation\"],[\"lineInterpolation\"]],[n,[\"showlegend\"],[\"visibleInLegend\"]]].forEach((function(t,r){o.util.translator.apply(null,t.concat(e))})),e||delete n.marker,e&&delete n.groupId,e?(\"LinePlot\"===n.geometry?(n.type=\"scatter\",!0===n.dotVisible?(delete n.dotVisible,n.mode=\"lines+markers\"):n.mode=\"lines\"):\"DotPlot\"===n.geometry?(n.type=\"scatter\",n.mode=\"markers\"):\"AreaChart\"===n.geometry?n.type=\"area\":\"BarChart\"===n.geometry&&(n.type=\"bar\"),delete n.geometry):(\"scatter\"===n.type?\"lines\"===n.mode?n.geometry=\"LinePlot\":\"markers\"===n.mode?n.geometry=\"DotPlot\":\"lines+markers\"===n.mode&&(n.geometry=\"LinePlot\",n.dotVisible=!0):\"area\"===n.type?n.geometry=\"AreaChart\":\"bar\"===n.type&&(n.geometry=\"BarChart\"),delete n.mode,delete n.type),n})),!e&&t.layout&&\"stack\"===t.layout.barmode)){var i=o.util.duplicates(r.data.map((function(t,e){return t.geometry})));r.data.forEach((function(t,e){var n=i.indexOf(t.geometry);-1!=n&&(r.data[e].groupId=n)}))}if(t.layout){var s=a({},t.layout);if([[s,[\"plot_bgcolor\"],[\"backgroundColor\"]],[s,[\"showlegend\"],[\"showLegend\"]],[s,[\"radialaxis\"],[\"radialAxis\"]],[s,[\"angularaxis\"],[\"angularAxis\"]],[s.angularaxis,[\"showline\"],[\"gridLinesVisible\"]],[s.angularaxis,[\"showticklabels\"],[\"labelsVisible\"]],[s.angularaxis,[\"nticks\"],[\"ticksCount\"]],[s.angularaxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.angularaxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.angularaxis,[\"range\"],[\"domain\"]],[s.angularaxis,[\"endpadding\"],[\"endPadding\"]],[s.radialaxis,[\"showline\"],[\"gridLinesVisible\"]],[s.radialaxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.radialaxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.radialaxis,[\"range\"],[\"domain\"]],[s.angularAxis,[\"showline\"],[\"gridLinesVisible\"]],[s.angularAxis,[\"showticklabels\"],[\"labelsVisible\"]],[s.angularAxis,[\"nticks\"],[\"ticksCount\"]],[s.angularAxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.angularAxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.angularAxis,[\"range\"],[\"domain\"]],[s.angularAxis,[\"endpadding\"],[\"endPadding\"]],[s.radialAxis,[\"showline\"],[\"gridLinesVisible\"]],[s.radialAxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.radialAxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.radialAxis,[\"range\"],[\"domain\"]],[s.font,[\"outlinecolor\"],[\"outlineColor\"]],[s.legend,[\"traceorder\"],[\"reverseOrder\"]],[s,[\"labeloffset\"],[\"labelOffset\"]],[s,[\"defaultcolorrange\"],[\"defaultColorRange\"]]].forEach((function(t,r){o.util.translator.apply(null,t.concat(e))})),e?(\"undefined\"!=typeof s.tickLength&&(s.angularaxis.ticklen=s.tickLength,delete s.tickLength),s.tickColor&&(s.angularaxis.tickcolor=s.tickColor,delete s.tickColor)):(s.angularAxis&&\"undefined\"!=typeof s.angularAxis.ticklen&&(s.tickLength=s.angularAxis.ticklen),s.angularAxis&&\"undefined\"!=typeof s.angularAxis.tickcolor&&(s.tickColor=s.angularAxis.tickcolor)),s.legend&&\"boolean\"!=typeof s.legend.reverseOrder&&(s.legend.reverseOrder=\"normal\"!=s.legend.reverseOrder),s.legend&&\"boolean\"==typeof s.legend.traceorder&&(s.legend.traceorder=s.legend.traceorder?\"reversed\":\"normal\",delete s.legend.reverseOrder),s.margin&&\"undefined\"!=typeof s.margin.t){var l=[\"t\",\"r\",\"b\",\"l\",\"pad\"],c=[\"top\",\"right\",\"bottom\",\"left\",\"pad\"],u={};n.entries(s.margin).forEach((function(t,e){u[c[l.indexOf(t.key)]]=t.value})),s.margin=u}e&&(delete s.needsEndSpacing,delete s.minorTickColor,delete s.minorTicks,delete s.angularaxis.ticksCount,delete s.angularaxis.ticksCount,delete s.angularaxis.ticksStep,delete s.angularaxis.rewriteTicks,delete s.angularaxis.nticks,delete s.radialaxis.ticksCount,delete s.radialaxis.ticksCount,delete s.radialaxis.ticksStep,delete s.radialaxis.rewriteTicks,delete s.radialaxis.nticks),r.layout=s}return r}};return t}},{\"../../../constants/alignment\":704,\"../../../lib\":735,d3:165}],856:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../../lib\"),i=t(\"../../../components/color\"),o=t(\"./micropolar\"),s=t(\"./undo_manager\"),l=a.extendDeepAll,c=e.exports={};c.framework=function(t){var e,r,a,i,u,h=new s;function f(r,s){return s&&(u=s),n.select(n.select(u).node().parentNode).selectAll(\".svg-container>*:not(.chart-root)\").remove(),e=e?l(e,r):r,a||(a=o.Axis()),i=o.adapter.plotly().convert(e),a.config(i).render(u),t.data=e.data,t.layout=e.layout,c.fillLayout(t),e}return f.isPolar=!0,f.svg=function(){return a.svg()},f.getConfig=function(){return e},f.getLiveConfig=function(){return o.adapter.plotly().convert(a.getLiveConfig(),!0)},f.getLiveScales=function(){return{t:a.angularScale(),r:a.radialScale()}},f.setUndoPoint=function(){var t,n,a=this,i=o.util.cloneJson(e);t=i,n=r,h.add({undo:function(){n&&a(n)},redo:function(){a(t)}}),r=o.util.cloneJson(i)},f.undo=function(){h.undo()},f.redo=function(){h.redo()},f},c.fillLayout=function(t){var e=n.select(t).selectAll(\".plot-container\"),r=e.selectAll(\".svg-container\"),a=t.framework&&t.framework.svg&&t.framework.svg(),o={width:800,height:600,paper_bgcolor:i.background,_container:e,_paperdiv:r,_paper:a};t._fullLayout=l(o,t.layout)}},{\"../../../components/color\":602,\"../../../lib\":735,\"./micropolar\":855,\"./undo_manager\":857,d3:165}],857:[function(t,e,r){\"use strict\";e.exports=function(){var t,e=[],r=-1,n=!1;function a(t,e){return t?(n=!0,t[e](),n=!1,this):this}return{add:function(t){return n||(e.splice(r+1,e.length-r),e.push(t),r=e.length-1),this},setCallback:function(e){t=e},undo:function(){var n=e[r];return n?(a(n,\"undo\"),r-=1,t&&t(n.undo),this):this},redo:function(){var n=e[r+1];return n?(a(n,\"redo\"),r+=1,t&&t(n.redo),this):this},clear:function(){e=[],r=-1},hasUndo:function(){return-1!==r},hasRedo:function(){return r<e.length-1},getCommands:function(){return e},getPreviousCommand:function(){return e[r-1]},getIndex:function(){return r}}}},{}],858:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"tinycolor2\"),i=t(\"../../registry\"),o=t(\"../../lib\"),s=t(\"../../components/color\"),l=t(\"../../components/drawing\"),c=t(\"../plots\"),u=t(\"../../plots/cartesian/axes\"),h=t(\"../cartesian/set_convert\"),f=t(\"./set_convert\"),p=t(\"../cartesian/autorange\").doAutoRange,d=t(\"../cartesian/dragbox\"),g=t(\"../../components/dragelement\"),m=t(\"../../components/fx\"),v=t(\"../../components/titles\"),y=t(\"../cartesian/select\").prepSelect,x=t(\"../cartesian/select\").selectOnClick,b=t(\"../cartesian/select\").clearSelect,_=t(\"../../lib/setcursor\"),w=t(\"../../lib/clear_gl_canvases\"),T=t(\"../../plot_api/subroutines\").redrawReglTraces,k=t(\"../../constants/alignment\").MID_SHIFT,M=t(\"./constants\"),A=t(\"./helpers\"),S=o._,E=o.mod,C=o.deg2rad,L=o.rad2deg;function P(t,e){this.id=e,this.gd=t,this._hasClipOnAxisFalse=null,this.vangles=null,this.radialAxisAngle=null,this.traceHash={},this.layers={},this.clipPaths={},this.clipIds={},this.viewInitial={};var r=t._fullLayout,n=\"clip\"+r._uid+e;this.clipIds.forTraces=n+\"-for-traces\",this.clipPaths.forTraces=r._clips.append(\"clipPath\").attr(\"id\",this.clipIds.forTraces),this.clipPaths.forTraces.append(\"path\"),this.framework=r._polarlayer.append(\"g\").attr(\"class\",e),this.radialTickLayout=null,this.angularTickLayout=null}var I=P.prototype;function z(t){var e=t.ticks+String(t.ticklen)+String(t.showticklabels);return\"side\"in t&&(e+=t.side),e}function O(t,e){return e[o.findIndexOfMin(e,(function(e){return o.angleDist(t,e)}))]}function D(t,e,r){return e?(t.attr(\"display\",null),t.attr(r)):t&&t.attr(\"display\",\"none\"),t}function R(t,e){return\"translate(\"+t+\",\"+e+\")\"}function F(t){return\"rotate(\"+t+\")\"}e.exports=function(t,e){return new P(t,e)},I.plot=function(t,e){var r=e[this.id];this._hasClipOnAxisFalse=!1;for(var n=0;n<t.length;n++){if(!1===t[n][0].trace.cliponaxis){this._hasClipOnAxisFalse=!0;break}}this.updateLayers(e,r),this.updateLayout(e,r),c.generalUpdatePerTraceModule(this.gd,this,t,r),this.updateFx(e,r)},I.updateLayers=function(t,e){var r=this.layers,a=e.radialaxis,i=e.angularaxis,o=M.layerNames,s=o.indexOf(\"frontplot\"),l=o.slice(0,s),c=\"below traces\"===i.layer,u=\"below traces\"===a.layer;c&&l.push(\"angular-line\"),u&&l.push(\"radial-line\"),c&&l.push(\"angular-axis\"),u&&l.push(\"radial-axis\"),l.push(\"frontplot\"),c||l.push(\"angular-line\"),u||l.push(\"radial-line\"),c||l.push(\"angular-axis\"),u||l.push(\"radial-axis\");var h=this.framework.selectAll(\".polarsublayer\").data(l,String);h.enter().append(\"g\").attr(\"class\",(function(t){return\"polarsublayer \"+t})).each((function(t){var e=r[t]=n.select(this);switch(t){case\"frontplot\":e.append(\"g\").classed(\"barlayer\",!0),e.append(\"g\").classed(\"scatterlayer\",!0);break;case\"backplot\":e.append(\"g\").classed(\"maplayer\",!0);break;case\"plotbg\":r.bg=e.append(\"path\");break;case\"radial-grid\":case\"angular-grid\":e.style(\"fill\",\"none\");break;case\"radial-line\":e.append(\"line\").style(\"fill\",\"none\");break;case\"angular-line\":e.append(\"path\").style(\"fill\",\"none\")}})),h.order()},I.updateLayout=function(t,e){var r=this.layers,n=t._size,a=e.radialaxis,i=e.angularaxis,o=e.domain.x,c=e.domain.y;this.xOffset=n.l+n.w*o[0],this.yOffset=n.t+n.h*(1-c[1]);var u=this.xLength=n.w*(o[1]-o[0]),h=this.yLength=n.h*(c[1]-c[0]),f=e.sector;this.sectorInRad=f.map(C);var p,d,g,m,v,y=this.sectorBBox=function(t){var e,r,n,a,i=t[0],o=t[1]-i,s=E(i,360),l=s+o,c=Math.cos(C(s)),u=Math.sin(C(s)),h=Math.cos(C(l)),f=Math.sin(C(l));a=s<=90&&l>=90||s>90&&l>=450?1:u<=0&&f<=0?0:Math.max(u,f);e=s<=180&&l>=180||s>180&&l>=540?-1:c>=0&&h>=0?0:Math.min(c,h);r=s<=270&&l>=270||s>270&&l>=630?-1:u>=0&&f>=0?0:Math.min(u,f);n=l>=360?1:c<=0&&h<=0?0:Math.max(c,h);return[e,r,n,a]}(f),x=y[2]-y[0],b=y[3]-y[1],_=h/u,w=Math.abs(b/x);_>w?(p=u,v=(h-(d=u*w))/n.h/2,g=[o[0],o[1]],m=[c[0]+v,c[1]-v]):(d=h,v=(u-(p=h/w))/n.w/2,g=[o[0]+v,o[1]-v],m=[c[0],c[1]]),this.xLength2=p,this.yLength2=d,this.xDomain2=g,this.yDomain2=m;var T=this.xOffset2=n.l+n.w*g[0],k=this.yOffset2=n.t+n.h*(1-m[1]),M=this.radius=p/x,A=this.innerRadius=e.hole*M,S=this.cx=T-M*y[0],L=this.cy=k+M*y[3],P=this.cxx=S-T,I=this.cyy=L-k;this.radialAxis=this.mockAxis(t,e,a,{_id:\"x\",side:{counterclockwise:\"top\",clockwise:\"bottom\"}[a.side],domain:[A/n.w,M/n.w]}),this.angularAxis=this.mockAxis(t,e,i,{side:\"right\",domain:[0,Math.PI],autorange:!1}),this.doAutoRange(t,e),this.updateAngularAxis(t,e),this.updateRadialAxis(t,e),this.updateRadialAxisTitle(t,e),this.xaxis=this.mockCartesianAxis(t,e,{_id:\"x\",domain:g}),this.yaxis=this.mockCartesianAxis(t,e,{_id:\"y\",domain:m});var z=this.pathSubplot();this.clipPaths.forTraces.select(\"path\").attr(\"d\",z).attr(\"transform\",R(P,I)),r.frontplot.attr(\"transform\",R(T,k)).call(l.setClipUrl,this._hasClipOnAxisFalse?null:this.clipIds.forTraces,this.gd),r.bg.attr(\"d\",z).attr(\"transform\",R(S,L)).call(s.fill,e.bgcolor)},I.mockAxis=function(t,e,r,n){var a=o.extendFlat({},r,n);return f(a,e,t),a},I.mockCartesianAxis=function(t,e,r){var n=this,a=r._id,i=o.extendFlat({type:\"linear\"},r);h(i,t);var s={x:[0,2],y:[1,3]};return i.setRange=function(){var t=n.sectorBBox,r=s[a],o=n.radialAxis._rl,l=(o[1]-o[0])/(1-e.hole);i.range=[t[r[0]]*l,t[r[1]]*l]},i.isPtWithinRange=\"x\"===a?function(t){return n.isPtInside(t)}:function(){return!0},i.setRange(),i.setScale(),i},I.doAutoRange=function(t,e){var r=this.gd,n=this.radialAxis,a=e.radialaxis;n.setScale(),p(r,n);var i=n.range;a.range=i.slice(),a._input.range=i.slice(),n._rl=[n.r2l(i[0],null,\"gregorian\"),n.r2l(i[1],null,\"gregorian\")]},I.updateRadialAxis=function(t,e){var r=this,n=r.gd,a=r.layers,i=r.radius,l=r.innerRadius,c=r.cx,h=r.cy,f=e.radialaxis,p=E(e.sector[0],360),d=r.radialAxis,g=l<i;r.fillViewInitialKey(\"radialaxis.angle\",f.angle),r.fillViewInitialKey(\"radialaxis.range\",d.range.slice()),d.setGeometry(),\"auto\"===d.tickangle&&p>90&&p<=270&&(d.tickangle=180);var m=function(t){return\"translate(\"+(d.l2p(t.x)+l)+\",0)\"},v=z(f);if(r.radialTickLayout!==v&&(a[\"radial-axis\"].selectAll(\".xtick\").remove(),r.radialTickLayout=v),g){d.setScale();var y=u.calcTicks(d),x=u.clipEnds(d,y),b=u.getTickSigns(d)[2];u.drawTicks(n,d,{vals:y,layer:a[\"radial-axis\"],path:u.makeTickPath(d,0,b),transFn:m,crisp:!1}),u.drawGrid(n,d,{vals:x,layer:a[\"radial-grid\"],path:function(t){return r.pathArc(d.r2p(t.x)+l)},transFn:o.noop,crisp:!1}),u.drawLabels(n,d,{vals:y,layer:a[\"radial-axis\"],transFn:m,labelFns:u.makeLabelFns(d,0)})}var _=r.radialAxisAngle=r.vangles?L(O(C(f.angle),r.vangles)):f.angle,w=R(c,h),T=w+F(-_);D(a[\"radial-axis\"],g&&(f.showticklabels||f.ticks),{transform:T}),D(a[\"radial-grid\"],g&&f.showgrid,{transform:w}),D(a[\"radial-line\"].select(\"line\"),g&&f.showline,{x1:l,y1:0,x2:i,y2:0,transform:T}).attr(\"stroke-width\",f.linewidth).call(s.stroke,f.linecolor)},I.updateRadialAxisTitle=function(t,e,r){var n=this.gd,a=this.radius,i=this.cx,o=this.cy,s=e.radialaxis,c=this.id+\"title\",u=void 0!==r?r:this.radialAxisAngle,h=C(u),f=Math.cos(h),p=Math.sin(h),d=0;if(s.title){var g=l.bBox(this.layers[\"radial-axis\"].node()).height,m=s.title.font.size;d=\"counterclockwise\"===s.side?-g-.4*m:g+.8*m}this.layers[\"radial-axis-title\"]=v.draw(n,c,{propContainer:s,propName:this.id+\".radialaxis.title\",placeholder:S(n,\"Click to enter radial axis title\"),attributes:{x:i+a/2*f+d*p,y:o-a/2*p+d*f,\"text-anchor\":\"middle\"},transform:{rotate:-u}})},I.updateAngularAxis=function(t,e){var r=this,n=r.gd,a=r.layers,i=r.radius,l=r.innerRadius,c=r.cx,h=r.cy,f=e.angularaxis,p=r.angularAxis;r.fillViewInitialKey(\"angularaxis.rotation\",f.rotation),p.setGeometry(),p.setScale();var d=function(t){return p.t2g(t.x)};\"linear\"===p.type&&\"radians\"===p.thetaunit&&(p.tick0=L(p.tick0),p.dtick=L(p.dtick));var g=function(t){return 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n=t(\"../../components/color/attributes\"),a=t(\"../domain\").attributes,i=t(\"../cartesian/layout_attributes\"),o=t(\"../../plot_api/edit_types\").overrideAll,s=t(\"../../lib/extend\").extendFlat,l={title:{text:i.title.text,font:i.title.font},color:i.color,tickmode:i.tickmode,nticks:s({},i.nticks,{dflt:6,min:1}),tick0:i.tick0,dtick:i.dtick,tickvals:i.tickvals,ticktext:i.ticktext,ticks:i.ticks,ticklen:i.ticklen,tickwidth:i.tickwidth,tickcolor:i.tickcolor,showticklabels:i.showticklabels,showtickprefix:i.showtickprefix,tickprefix:i.tickprefix,showticksuffix:i.showticksuffix,ticksuffix:i.ticksuffix,showexponent:i.showexponent,exponentformat:i.exponentformat,separatethousands:i.separatethousands,tickfont:i.tickfont,tickangle:i.tickangle,tickformat:i.tickformat,tickformatstops:i.tickformatstops,hoverformat:i.hoverformat,showline:s({},i.showline,{dflt:!0}),linecolor:i.linecolor,linewidth:i.linewidth,showgrid:s({},i.showgrid,{dflt:!0}),gridcolor:i.gridcolor,gridwidth:i.gridwidth,layer:i.layer,min:{valType:\"number\",dflt:0,min:0},_deprecated:{title:i._deprecated.title,titlefont:i._deprecated.titlefont}},c=e.exports=o({domain:a({name:\"ternary\"}),bgcolor:{valType:\"color\",dflt:n.background},sum:{valType:\"number\",dflt:1,min:0},aaxis:l,baxis:l,caxis:l},\"plot\",\"from-root\");c.uirevision={valType:\"any\",editType:\"none\"},c.aaxis.uirevision=c.baxis.uirevision=c.caxis.uirevision={valType:\"any\",editType:\"none\"}},{\"../../components/color/attributes\":601,\"../../lib/extend\":726,\"../../plot_api/edit_types\":766,\"../cartesian/layout_attributes\":797,\"../domain\":810}],864:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),a=t(\"../../plot_api/plot_template\"),i=t(\"../../lib\"),o=t(\"../subplot_defaults\"),s=t(\"../cartesian/tick_label_defaults\"),l=t(\"../cartesian/tick_mark_defaults\"),c=t(\"../cartesian/tick_value_defaults\"),u=t(\"../cartesian/line_grid_defaults\"),h=t(\"./layout_attributes\"),f=[\"aaxis\",\"baxis\",\"caxis\"];function p(t,e,r,i){var o,s,l,c=r(\"bgcolor\"),u=r(\"sum\");i.bgColor=n.combine(c,i.paper_bgcolor);for(var h=0;h<f.length;h++)s=t[o=f[h]]||{},(l=a.newContainer(e,o))._name=o,d(s,l,i,e);var p=e.aaxis,g=e.baxis,m=e.caxis;p.min+g.min+m.min>=u&&(p.min=0,g.min=0,m.min=0,t.aaxis&&delete t.aaxis.min,t.baxis&&delete t.baxis.min,t.caxis&&delete t.caxis.min)}function d(t,e,r,n){var a=h[e._name];function o(r,n){return i.coerce(t,e,a,r,n)}o(\"uirevision\",n.uirevision),e.type=\"linear\";var f=o(\"color\"),p=f!==a.color.dflt?f:r.font.color,d=e._name.charAt(0).toUpperCase(),g=\"Component \"+d,m=o(\"title.text\",g);e._hovertitle=m===g?m:d,i.coerceFont(o,\"title.font\",{family:r.font.family,size:Math.round(1.2*r.font.size),color:p}),o(\"min\"),c(t,e,o,\"linear\"),s(t,e,o,\"linear\",{}),l(t,e,o,{outerTicks:!0}),o(\"showticklabels\")&&(i.coerceFont(o,\"tickfont\",{family:r.font.family,size:r.font.size,color:p}),o(\"tickangle\"),o(\"tickformat\")),u(t,e,o,{dfltColor:f,bgColor:r.bgColor,blend:60,showLine:!0,showGrid:!0,noZeroLine:!0,attributes:a}),o(\"hoverformat\"),o(\"layer\")}e.exports=function(t,e,r){o(t,e,r,{type:\"ternary\",attributes:h,handleDefaults:p,font:e.font,paper_bgcolor:e.paper_bgcolor})}},{\"../../components/color\":602,\"../../lib\":735,\"../../plot_api/plot_template\":773,\"../cartesian/line_grid_defaults\":799,\"../cartesian/tick_label_defaults\":804,\"../cartesian/tick_mark_defaults\":805,\"../cartesian/tick_value_defaults\":806,\"../subplot_defaults\":860,\"./layout_attributes\":863}],865:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"tinycolor2\"),i=t(\"../../registry\"),o=t(\"../../lib\"),s=o._,l=t(\"../../components/color\"),c=t(\"../../components/drawing\"),u=t(\"../cartesian/set_convert\"),h=t(\"../../lib/extend\").extendFlat,f=t(\"../plots\"),p=t(\"../cartesian/axes\"),d=t(\"../../components/dragelement\"),g=t(\"../../components/fx\"),m=t(\"../../components/dragelement/helpers\"),v=m.freeMode,y=m.rectMode,x=t(\"../../components/titles\"),b=t(\"../cartesian/select\").prepSelect,_=t(\"../cartesian/select\").selectOnClick,w=t(\"../cartesian/select\").clearSelect,T=t(\"../cartesian/select\").clearSelectionsCache,k=t(\"../cartesian/constants\");function M(t,e){this.id=t.id,this.graphDiv=t.graphDiv,this.init(e),this.makeFramework(e),this.aTickLayout=null,this.bTickLayout=null,this.cTickLayout=null}e.exports=M;var A=M.prototype;A.init=function(t){this.container=t._ternarylayer,this.defs=t._defs,this.layoutId=t._uid,this.traceHash={},this.layers={}},A.plot=function(t,e){var r=e[this.id],n=e._size;this._hasClipOnAxisFalse=!1;for(var a=0;a<t.length;a++){if(!1===t[a][0].trace.cliponaxis){this._hasClipOnAxisFalse=!0;break}}this.updateLayers(r),this.adjustLayout(r,n),f.generalUpdatePerTraceModule(this.graphDiv,this,t,r),this.layers.plotbg.select(\"path\").call(l.fill,r.bgcolor)},A.makeFramework=function(t){var e=this.graphDiv,r=t[this.id],n=this.clipId=\"clip\"+this.layoutId+this.id,a=this.clipIdRelative=\"clip-relative\"+this.layoutId+this.id;this.clipDef=o.ensureSingleById(t._clips,\"clipPath\",n,(function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")})),this.clipDefRelative=o.ensureSingleById(t._clips,\"clipPath\",a,(function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")})),this.plotContainer=o.ensureSingle(this.container,\"g\",this.id),this.updateLayers(r),c.setClipUrl(this.layers.backplot,n,e),c.setClipUrl(this.layers.grids,n,e)},A.updateLayers=function(t){var e=this.layers,r=[\"draglayer\",\"plotbg\",\"backplot\",\"grids\"];\"below traces\"===t.aaxis.layer&&r.push(\"aaxis\",\"aline\"),\"below traces\"===t.baxis.layer&&r.push(\"baxis\",\"bline\"),\"below traces\"===t.caxis.layer&&r.push(\"caxis\",\"cline\"),r.push(\"frontplot\"),\"above traces\"===t.aaxis.layer&&r.push(\"aaxis\",\"aline\"),\"above traces\"===t.baxis.layer&&r.push(\"baxis\",\"bline\"),\"above traces\"===t.caxis.layer&&r.push(\"caxis\",\"cline\");var a=this.plotContainer.selectAll(\"g.toplevel\").data(r,String),i=[\"agrid\",\"bgrid\",\"cgrid\"];a.enter().append(\"g\").attr(\"class\",(function(t){return\"toplevel \"+t})).each((function(t){var r=n.select(this);e[t]=r,\"frontplot\"===t?r.append(\"g\").classed(\"scatterlayer\",!0):\"backplot\"===t?r.append(\"g\").classed(\"maplayer\",!0):\"plotbg\"===t?r.append(\"path\").attr(\"d\",\"M0,0Z\"):\"aline\"===t||\"bline\"===t||\"cline\"===t?r.append(\"path\"):\"grids\"===t&&i.forEach((function(t){e[t]=r.append(\"g\").classed(\"grid \"+t,!0)}))})),a.order()};var S=Math.sqrt(4/3);A.adjustLayout=function(t,e){var r,n,a,i,o,s,f=this,p=t.domain,d=(p.x[0]+p.x[1])/2,g=(p.y[0]+p.y[1])/2,m=p.x[1]-p.x[0],v=p.y[1]-p.y[0],y=m*e.w,x=v*e.h,b=t.sum,_=t.aaxis.min,w=t.baxis.min,T=t.caxis.min;y>S*x?a=(i=x)*S:i=(a=y)/S,o=m*a/y,s=v*i/x,r=e.l+e.w*d-a/2,n=e.t+e.h*(1-g)-i/2,f.x0=r,f.y0=n,f.w=a,f.h=i,f.sum=b,f.xaxis={type:\"linear\",range:[_+2*T-b,b-_-2*w],domain:[d-o/2,d+o/2],_id:\"x\"},u(f.xaxis,f.graphDiv._fullLayout),f.xaxis.setScale(),f.xaxis.isPtWithinRange=function(t){return t.a>=f.aaxis.range[0]&&t.a<=f.aaxis.range[1]&&t.b>=f.baxis.range[1]&&t.b<=f.baxis.range[0]&&t.c>=f.caxis.range[1]&&t.c<=f.caxis.range[0]},f.yaxis={type:\"linear\",range:[_,b-w-T],domain:[g-s/2,g+s/2],_id:\"y\"},u(f.yaxis,f.graphDiv._fullLayout),f.yaxis.setScale(),f.yaxis.isPtWithinRange=function(){return!0};var k=f.yaxis.domain[0],M=f.aaxis=h({},t.aaxis,{range:[_,b-w-T],side:\"left\",tickangle:(+t.aaxis.tickangle||0)-30,domain:[k,k+s*S],anchor:\"free\",position:0,_id:\"y\",_length:a});u(M,f.graphDiv._fullLayout),M.setScale();var A=f.baxis=h({},t.baxis,{range:[b-_-T,w],side:\"bottom\",domain:f.xaxis.domain,anchor:\"free\",position:0,_id:\"x\",_length:a});u(A,f.graphDiv._fullLayout),A.setScale();var E=f.caxis=h({},t.caxis,{range:[b-_-w,T],side:\"right\",tickangle:(+t.caxis.tickangle||0)+30,domain:[k,k+s*S],anchor:\"free\",position:0,_id:\"y\",_length:a});u(E,f.graphDiv._fullLayout),E.setScale();var C=\"M\"+r+\",\"+(n+i)+\"h\"+a+\"l-\"+a/2+\",-\"+i+\"Z\";f.clipDef.select(\"path\").attr(\"d\",C),f.layers.plotbg.select(\"path\").attr(\"d\",C);var L=\"M0,\"+i+\"h\"+a+\"l-\"+a/2+\",-\"+i+\"Z\";f.clipDefRelative.select(\"path\").attr(\"d\",L);var P=\"translate(\"+r+\",\"+n+\")\";f.plotContainer.selectAll(\".scatterlayer,.maplayer\").attr(\"transform\",P),f.clipDefRelative.select(\"path\").attr(\"transform\",null);var I=\"translate(\"+(r-A._offset)+\",\"+(n+i)+\")\";f.layers.baxis.attr(\"transform\",I),f.layers.bgrid.attr(\"transform\",I);var z=\"translate(\"+(r+a/2)+\",\"+n+\")rotate(30)translate(0,\"+-M._offset+\")\";f.layers.aaxis.attr(\"transform\",z),f.layers.agrid.attr(\"transform\",z);var O=\"translate(\"+(r+a/2)+\",\"+n+\")rotate(-30)translate(0,\"+-E._offset+\")\";f.layers.caxis.attr(\"transform\",O),f.layers.cgrid.attr(\"transform\",O),f.drawAxes(!0),f.layers.aline.select(\"path\").attr(\"d\",M.showline?\"M\"+r+\",\"+(n+i)+\"l\"+a/2+\",-\"+i:\"M0,0\").call(l.stroke,M.linecolor||\"#000\").style(\"stroke-width\",(M.linewidth||0)+\"px\"),f.layers.bline.select(\"path\").attr(\"d\",A.showline?\"M\"+r+\",\"+(n+i)+\"h\"+a:\"M0,0\").call(l.stroke,A.linecolor||\"#000\").style(\"stroke-width\",(A.linewidth||0)+\"px\"),f.layers.cline.select(\"path\").attr(\"d\",E.showline?\"M\"+(r+a/2)+\",\"+n+\"l\"+a/2+\",\"+i:\"M0,0\").call(l.stroke,E.linecolor||\"#000\").style(\"stroke-width\",(E.linewidth||0)+\"px\"),f.graphDiv._context.staticPlot||f.initInteractions(),c.setClipUrl(f.layers.frontplot,f._hasClipOnAxisFalse?null:f.clipId,f.graphDiv)},A.drawAxes=function(t){var e=this.graphDiv,r=this.id.substr(7)+\"title\",n=this.layers,a=this.aaxis,i=this.baxis,o=this.caxis;if(this.drawAx(a),this.drawAx(i),this.drawAx(o),t){var l=Math.max(a.showticklabels?a.tickfont.size/2:0,(o.showticklabels?.75*o.tickfont.size:0)+(\"outside\"===o.ticks?.87*o.ticklen:0)),c=(i.showticklabels?i.tickfont.size:0)+(\"outside\"===i.ticks?i.ticklen:0)+3;n[\"a-title\"]=x.draw(e,\"a\"+r,{propContainer:a,propName:this.id+\".aaxis.title\",placeholder:s(e,\"Click to enter Component A title\"),attributes:{x:this.x0+this.w/2,y:this.y0-a.title.font.size/3-l,\"text-anchor\":\"middle\"}}),n[\"b-title\"]=x.draw(e,\"b\"+r,{propContainer:i,propName:this.id+\".baxis.title\",placeholder:s(e,\"Click to enter Component B title\"),attributes:{x:this.x0-c,y:this.y0+this.h+.83*i.title.font.size+c,\"text-anchor\":\"middle\"}}),n[\"c-title\"]=x.draw(e,\"c\"+r,{propContainer:o,propName:this.id+\".caxis.title\",placeholder:s(e,\"Click to enter Component C title\"),attributes:{x:this.x0+this.w+c,y:this.y0+this.h+.83*o.title.font.size+c,\"text-anchor\":\"middle\"}})}},A.drawAx=function(t){var e,r=this.graphDiv,n=t._name,a=n.charAt(0),i=t._id,s=this.layers[n],l=a+\"tickLayout\",c=(e=t).ticks+String(e.ticklen)+String(e.showticklabels);this[l]!==c&&(s.selectAll(\".\"+i+\"tick\").remove(),this[l]=c),t.setScale();var u=p.calcTicks(t),h=p.clipEnds(t,u),f=p.makeTransFn(t),d=p.getTickSigns(t)[2],g=o.deg2rad(30),m=d*(t.linewidth||1)/2,v=d*t.ticklen,y=this.w,x=this.h,b=\"b\"===a?\"M0,\"+m+\"l\"+Math.sin(g)*v+\",\"+Math.cos(g)*v:\"M\"+m+\",0l\"+Math.cos(g)*v+\",\"+-Math.sin(g)*v,_={a:\"M0,0l\"+x+\",-\"+y/2,b:\"M0,0l-\"+y/2+\",-\"+x,c:\"M0,0l-\"+x+\",\"+y/2}[a];p.drawTicks(r,t,{vals:\"inside\"===t.ticks?h:u,layer:s,path:b,transFn:f,crisp:!1}),p.drawGrid(r,t,{vals:h,layer:this.layers[a+\"grid\"],path:_,transFn:f,crisp:!1}),p.drawLabels(r,t,{vals:u,layer:s,transFn:f,labelFns:p.makeLabelFns(t,0,30)})};var E=k.MINZOOM/2+.87,C=\"m-0.87,.5h\"+E+\"v3h-\"+(E+5.2)+\"l\"+(E/2+2.6)+\",-\"+(.87*E+4.5)+\"l2.6,1.5l-\"+E/2+\",\"+.87*E+\"Z\",L=\"m0.87,.5h-\"+E+\"v3h\"+(E+5.2)+\"l-\"+(E/2+2.6)+\",-\"+(.87*E+4.5)+\"l-2.6,1.5l\"+E/2+\",\"+.87*E+\"Z\",P=\"m0,1l\"+E/2+\",\"+.87*E+\"l2.6,-1.5l-\"+(E/2+2.6)+\",-\"+(.87*E+4.5)+\"l-\"+(E/2+2.6)+\",\"+(.87*E+4.5)+\"l2.6,1.5l\"+E/2+\",-\"+.87*E+\"Z\",I=!0;function z(t){n.select(t).selectAll(\".zoombox,.js-zoombox-backdrop,.js-zoombox-menu,.zoombox-corners\").remove()}A.clearSelect=function(){T(this.dragOptions),w(this.dragOptions.gd)},A.initInteractions=function(){var t,e,r,n,u,h,f,p,m,x,w=this,T=w.layers.plotbg.select(\"path\").node(),M=w.graphDiv,A=M._fullLayout._zoomlayer;function E(t){var e={};return e[w.id+\".aaxis.min\"]=t.a,e[w.id+\".baxis.min\"]=t.b,e[w.id+\".caxis.min\"]=t.c,e}function O(t,e){var r=M._fullLayout.clickmode;z(M),2===t&&(M.emit(\"plotly_doubleclick\",null),i.call(\"_guiRelayout\",M,E({a:0,b:0,c:0}))),r.indexOf(\"select\")>-1&&1===t&&_(e,M,[w.xaxis],[w.yaxis],w.id,w.dragOptions),r.indexOf(\"event\")>-1&&g.click(M,e,w.id)}function D(t,e){return 1-e/w.h}function R(t,e){return 1-(t+(w.h-e)/Math.sqrt(3))/w.w}function F(t,e){return(t-(w.h-e)/Math.sqrt(3))/w.w}function B(a,i){var o=t+a,s=e+i,l=Math.max(0,Math.min(1,D(0,e),D(0,s))),c=Math.max(0,Math.min(1,R(t,e),R(o,s))),d=Math.max(0,Math.min(1,F(t,e),F(o,s))),g=(l/2+d)*w.w,v=(1-l/2-c)*w.w,y=(g+v)/2,b=v-g,_=(1-l)*w.h,T=_-b/S;b<k.MINZOOM?(u=r,m.attr(\"d\",f),x.attr(\"d\",\"M0,0Z\")):(u={a:r.a+l*n,b:r.b+c*n,c:r.c+d*n},m.attr(\"d\",f+\"M\"+g+\",\"+_+\"H\"+v+\"L\"+y+\",\"+T+\"L\"+g+\",\"+_+\"Z\"),x.attr(\"d\",\"M\"+t+\",\"+e+\"m0.5,0.5h5v-2h-5v-5h-2v5h-5v2h5v5h2ZM\"+g+\",\"+_+C+\"M\"+v+\",\"+_+L+\"M\"+y+\",\"+T+P)),p||(m.transition().style(\"fill\",h>.2?\"rgba(0,0,0,0.4)\":\"rgba(255,255,255,0.3)\").duration(200),x.transition().style(\"opacity\",1).duration(200),p=!0),M.emit(\"plotly_relayouting\",E(u))}function N(){z(M),u!==r&&(i.call(\"_guiRelayout\",M,E(u)),I&&M.data&&M._context.showTips&&(o.notifier(s(M,\"Double-click to zoom back out\"),\"long\"),I=!1))}function j(t,e){var n=t/w.xaxis._m,a=e/w.yaxis._m,i=[(u={a:r.a-a,b:r.b+(n+a)/2,c:r.c-(n-a)/2}).a,u.b,u.c].sort(),o=i.indexOf(u.a),s=i.indexOf(u.b),l=i.indexOf(u.c);i[0]<0&&(i[1]+i[0]/2<0?(i[2]+=i[0]+i[1],i[0]=i[1]=0):(i[2]+=i[0]/2,i[1]+=i[0]/2,i[0]=0),u={a:i[o],b:i[s],c:i[l]},e=(r.a-u.a)*w.yaxis._m,t=(r.c-u.c-r.b+u.b)*w.xaxis._m);var h=\"translate(\"+(w.x0+t)+\",\"+(w.y0+e)+\")\";w.plotContainer.selectAll(\".scatterlayer,.maplayer\").attr(\"transform\",h);var f=\"translate(\"+-t+\",\"+-e+\")\";w.clipDefRelative.select(\"path\").attr(\"transform\",f),w.aaxis.range=[u.a,w.sum-u.b-u.c],w.baxis.range=[w.sum-u.a-u.c,u.b],w.caxis.range=[w.sum-u.a-u.b,u.c],w.drawAxes(!1),w._hasClipOnAxisFalse&&w.plotContainer.select(\".scatterlayer\").selectAll(\".trace\").call(c.hideOutsideRangePoints,w),M.emit(\"plotly_relayouting\",E(u))}function U(){i.call(\"_guiRelayout\",M,E(u))}this.dragOptions={element:T,gd:M,plotinfo:{id:w.id,domain:M._fullLayout[w.id].domain,xaxis:w.xaxis,yaxis:w.yaxis},subplot:w.id,prepFn:function(i,o,s){w.dragOptions.xaxes=[w.xaxis],w.dragOptions.yaxes=[w.yaxis];var c=w.dragOptions.dragmode=M._fullLayout.dragmode;v(c)?w.dragOptions.minDrag=1:w.dragOptions.minDrag=void 0,\"zoom\"===c?(w.dragOptions.moveFn=B,w.dragOptions.clickFn=O,w.dragOptions.doneFn=N,function(i,o,s){var c=T.getBoundingClientRect();t=o-c.left,e=s-c.top,r={a:w.aaxis.range[0],b:w.baxis.range[1],c:w.caxis.range[1]},u=r,n=w.aaxis.range[1]-r.a,h=a(w.graphDiv._fullLayout[w.id].bgcolor).getLuminance(),f=\"M0,\"+w.h+\"L\"+w.w/2+\", 0L\"+w.w+\",\"+w.h+\"Z\",p=!1,m=A.append(\"path\").attr(\"class\",\"zoombox\").attr(\"transform\",\"translate(\"+w.x0+\", 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o,s,l=e.pos,c=e.val,u=i.bPos,h=i.wdPos||0,f=i.bPosPxOffset||0,p=r.whiskerwidth||0,d=r.notched||!1,g=d?1-2*r.notchwidth:1;Array.isArray(i.bdPos)?(o=i.bdPos[0],s=i.bdPos[1]):(o=i.bdPos,s=i.bdPos);var m=t.selectAll(\"path.box\").data(\"violin\"!==r.type||r.box.visible?a.identity:[]);m.enter().append(\"path\").style(\"vector-effect\",\"non-scaling-stroke\").attr(\"class\",\"box\"),m.exit().remove(),m.each((function(t){if(t.empty)return\"M0,0Z\";var e=l.c2l(t.pos+u,!0),i=l.l2p(e)+f,m=l.l2p(e-o)+f,v=l.l2p(e+s)+f,y=l.l2p(e-h)+f,x=l.l2p(e+h)+f,b=l.l2p(e-o*g)+f,_=l.l2p(e+s*g)+f,w=c.c2p(t.q1,!0),T=c.c2p(t.q3,!0),k=a.constrain(c.c2p(t.med,!0),Math.min(w,T)+1,Math.max(w,T)-1),M=void 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n=t(\"../pie/attributes\"),a=t(\"../../plots/attributes\"),i=t(\"../../plots/domain\").attributes,o=t(\"../../plots/template_attributes\").hovertemplateAttrs,s=t(\"../../plots/template_attributes\").texttemplateAttrs,l=t(\"../../lib/extend\").extendFlat;e.exports={labels:n.labels,label0:n.label0,dlabel:n.dlabel,values:n.values,marker:{colors:n.marker.colors,line:{color:l({},n.marker.line.color,{dflt:null}),width:l({},n.marker.line.width,{dflt:1}),editType:\"calc\"},editType:\"calc\"},text:n.text,hovertext:n.hovertext,scalegroup:l({},n.scalegroup,{}),textinfo:l({},n.textinfo,{flags:[\"label\",\"text\",\"value\",\"percent\"]}),texttemplate:s({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"text\",\"percent\"]}),hoverinfo:l({},a.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:o({},{keys:[\"label\",\"color\",\"value\",\"text\",\"percent\"]}),textposition:l({},n.textposition,{values:[\"inside\",\"none\"],dflt:\"inside\"}),textfont:n.textfont,insidetextfont:n.insidetextfont,title:{text:n.title.text,font:n.title.font,position:l({},n.title.position,{values:[\"top 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e.visible=!1}},{\"../../lib\":735,\"../../plots/domain\":810,\"../bar/defaults\":880,\"../pie/defaults\":1117,\"./attributes\":1011}],1015:[function(t,e,r){\"use strict\";e.exports={moduleType:\"trace\",name:\"funnelarea\",basePlotModule:t(\"./base_plot\"),categories:[\"pie-like\",\"funnelarea\",\"showLegend\"],attributes:t(\"./attributes\"),layoutAttributes:t(\"./layout_attributes\"),supplyDefaults:t(\"./defaults\"),supplyLayoutDefaults:t(\"./layout_defaults\"),calc:t(\"./calc\").calc,crossTraceCalc:t(\"./calc\").crossTraceCalc,plot:t(\"./plot\"),style:t(\"./style\"),styleOne:t(\"../pie/style_one\"),meta:{}}},{\"../pie/style_one\":1125,\"./attributes\":1011,\"./base_plot\":1012,\"./calc\":1013,\"./defaults\":1014,\"./layout_attributes\":1016,\"./layout_defaults\":1017,\"./plot\":1018,\"./style\":1019}],1016:[function(t,e,r){\"use strict\";var n=t(\"../pie/layout_attributes\").hiddenlabels;e.exports={hiddenlabels:n,funnelareacolorway:{valType:\"colorlist\",editType:\"calc\"},extendfunnelareacolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},{\"../pie/layout_attributes\":1121}],1017:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"./layout_attributes\");e.exports=function(t,e){function r(r,i){return n.coerce(t,e,a,r,i)}r(\"hiddenlabels\"),r(\"funnelareacolorway\",e.colorway),r(\"extendfunnelareacolors\")}},{\"../../lib\":735,\"./layout_attributes\":1016}],1018:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../components/drawing\"),i=t(\"../../lib\"),o=t(\"../../lib/svg_text_utils\"),s=t(\"../bar/plot\").toMoveInsideBar,l=t(\"../bar/uniform_text\"),c=l.recordMinTextSize,u=l.clearMinTextSize,h=t(\"../pie/helpers\"),f=t(\"../pie/plot\"),p=f.attachFxHandlers,d=f.determineInsideTextFont,g=f.layoutAreas,m=f.prerenderTitles,v=f.positionTitleOutside,y=f.formatSliceLabel;function 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n=t(\"../scatter/attributes\"),a=t(\"../../plots/attributes\"),i=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../../components/colorscale/attributes\"),s=(t(\"../../constants/docs\").FORMAT_LINK,t(\"../../lib/extend\").extendFlat);e.exports=s({z:{valType:\"data_array\",editType:\"calc\"},x:s({},n.x,{impliedEdits:{xtype:\"array\"}}),x0:s({},n.x0,{impliedEdits:{xtype:\"scaled\"}}),dx:s({},n.dx,{impliedEdits:{xtype:\"scaled\"}}),y:s({},n.y,{impliedEdits:{ytype:\"array\"}}),y0:s({},n.y0,{impliedEdits:{ytype:\"scaled\"}}),dy:s({},n.dy,{impliedEdits:{ytype:\"scaled\"}}),text:{valType:\"data_array\",editType:\"calc\"},hovertext:{valType:\"data_array\",editType:\"calc\"},transpose:{valType:\"boolean\",dflt:!1,editType:\"calc\"},xtype:{valType:\"enumerated\",values:[\"array\",\"scaled\"],editType:\"calc+clearAxisTypes\"},ytype:{valType:\"enumerated\",values:[\"array\",\"scaled\"],editType:\"calc+clearAxisTypes\"},zsmooth:{valType:\"enumerated\",values:[\"fast\",\"best\",!1],dflt:!1,editType:\"calc\"},hoverongaps:{valType:\"boolean\",dflt:!0,editType:\"none\"},connectgaps:{valType:\"boolean\",editType:\"calc\"},xgap:{valType:\"number\",dflt:0,min:0,editType:\"plot\"},ygap:{valType:\"number\",dflt:0,min:0,editType:\"plot\"},zhoverformat:{valType:\"string\",dflt:\"\",editType:\"none\"},hovertemplate:i(),showlegend:s({},a.showlegend,{dflt:!1})},{transforms:void 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n=t(\"../../lib/extend\").extendFlat,a=t(\"../../lib/extend\").extendDeep,i=t(\"../../plot_api/edit_types\").overrideAll,o=t(\"../../plots/font_attributes\"),s=t(\"../../components/color/attributes\"),l=t(\"../../plots/domain\").attributes,c=t(\"../../plots/cartesian/layout_attributes\"),u=t(\"../../plot_api/plot_template\").templatedArray,h=t(\"../../constants/delta.js\"),f=(t(\"../../constants/docs\").FORMAT_LINK,o({editType:\"plot\",colorEditType:\"plot\"})),p={color:{valType:\"color\",editType:\"plot\"},line:{color:{valType:\"color\",dflt:s.defaultLine,editType:\"plot\"},width:{valType:\"number\",min:0,dflt:0,editType:\"plot\"},editType:\"calc\"},thickness:{valType:\"number\",min:0,max:1,dflt:1,editType:\"plot\"},editType:\"calc\"},d={valType:\"info_array\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},g=u(\"step\",a({},p,{range:d}));e.exports={mode:{valType:\"flaglist\",editType:\"calc\",flags:[\"number\",\"delta\",\"gauge\"],dflt:\"number\"},value:{valType:\"number\",editType:\"calc\",anim:!0},align:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],editType:\"plot\"},domain:l({name:\"indicator\",trace:!0,editType:\"calc\"}),title:{text:{valType:\"string\",editType:\"plot\"},align:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],editType:\"plot\"},font:n({},f,{}),editType:\"plot\"},number:{valueformat:{valType:\"string\",dflt:\"\",editType:\"plot\"},font:n({},f,{}),prefix:{valType:\"string\",dflt:\"\",editType:\"plot\"},suffix:{valType:\"string\",dflt:\"\",editType:\"plot\"},editType:\"plot\"},delta:{reference:{valType:\"number\",editType:\"calc\"},position:{valType:\"enumerated\",values:[\"top\",\"bottom\",\"left\",\"right\"],dflt:\"bottom\",editType:\"plot\"},relative:{valType:\"boolean\",editType:\"plot\",dflt:!1},valueformat:{valType:\"string\",editType:\"plot\"},increasing:{symbol:{valType:\"string\",dflt:h.INCREASING.SYMBOL,editType:\"plot\"},color:{valType:\"color\",dflt:h.INCREASING.COLOR,editType:\"plot\"},editType:\"plot\"},decreasing:{symbol:{valType:\"string\",dflt:h.DECREASING.SYMBOL,editType:\"plot\"},color:{valType:\"color\",dflt:h.DECREASING.COLOR,editType:\"plot\"},editType:\"plot\"},font:n({},f,{}),editType:\"calc\"},gauge:{shape:{valType:\"enumerated\",editType:\"plot\",dflt:\"angular\",values:[\"angular\",\"bullet\"]},bar:a({},p,{color:{dflt:\"green\"}}),bgcolor:{valType:\"color\",editType:\"plot\"},bordercolor:{valType:\"color\",dflt:s.defaultLine,editType:\"plot\"},borderwidth:{valType:\"number\",min:0,dflt:1,editType:\"plot\"},axis:i({range:d,visible:n({},c.visible,{dflt:!0}),tickmode:c.tickmode,nticks:c.nticks,tick0:c.tick0,dtick:c.dtick,tickvals:c.tickvals,ticktext:c.ticktext,ticks:n({},c.ticks,{dflt:\"outside\"}),ticklen:c.ticklen,tickwidth:c.tickwidth,tickcolor:c.tickcolor,showticklabels:c.showticklabels,tickfont:o({}),tickangle:c.tickangle,tickformat:c.tickformat,tickformatstops:c.tickformatstops,tickprefix:c.tickprefix,showtickprefix:c.showtickprefix,ticksuffix:c.ticksuffix,showticksuffix:c.showticksuffix,separatethousands:c.separatethousands,exponentformat:c.exponentformat,showexponent:c.showexponent,editType:\"plot\"},\"plot\"),steps:g,threshold:{line:{color:n({},p.line.color,{}),width:n({},p.line.width,{dflt:1}),editType:\"plot\"},thickness:n({},p.thickness,{dflt:.85}),value:{valType:\"number\",editType:\"calc\",dflt:!1},editType:\"plot\"},editType:\"plot\"}}},{\"../../components/color/attributes\":601,\"../../constants/delta.js\":705,\"../../constants/docs\":706,\"../../lib/extend\":726,\"../../plot_api/edit_types\":766,\"../../plot_api/plot_template\":773,\"../../plots/cartesian/layout_attributes\":797,\"../../plots/domain\":810,\"../../plots/font_attributes\":811}],1070:[function(t,e,r){\"use 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0===f._deltaLastValue&&(f._deltaLastValue=i(r[0]));var p=E.select(\"text.delta\");function g(){p.text(o(i(r[0]),a)).call(d.fill,h(r[0])).call(c.convertToTspans,t)}return p.call(s.font,f.delta.font).call(d.fill,h({delta:f._deltaLastValue})),y(A)?p.transition().duration(A.duration).ease(A.easing).tween(\"text\",(function(){var t=n.select(this),e=i(r[0]),s=f._deltaLastValue,l=P(f.delta.valueformat,a,s,e),c=n.interpolateNumber(s,e);return f._deltaLastValue=e,function(e){t.text(o(c(e),l)),t.call(d.fill,h({delta:c(e)}))}})).each(\"end\",(function(){g(),S&&S()})).each(\"interrupt\",(function(){g(),S&&S()})):g(),l=T(o(i(r[0]),a),f.delta.font,M,t),p}(),z+=f.delta.position+f.delta.font.size+f.delta.font.family+f.delta.valueformat,z+=f.delta.increasing.symbol+f.delta.decreasing.symbol,h=l);f._hasNumber&&(!function(){var e=b(t,{tickformat:f.number.valueformat},f._range);e.setScale(),u.prepTicks(e);var a=function(t){return u.tickText(e,t).text},i=f.number.suffix,l=f.number.prefix,h=E.select(\"text.number\");function p(){var e=\"number\"==typeof r[0].y?l+a(r[0].y)+i:\"-\";h.text(e).call(s.font,f.number.font).call(c.convertToTspans,t)}y(A)?h.transition().duration(A.duration).ease(A.easing).each(\"end\",(function(){p(),S&&S()})).each(\"interrupt\",(function(){p(),S&&S()})).attrTween(\"text\",(function(){var t=n.select(this),e=n.interpolateNumber(r[0].lastY,r[0].y);f._lastValue=r[0].y;var o=P(f.number.valueformat,a,r[0].lastY,r[0].y);return function(r){t.text(l+o(e(r))+i)}})):p(),o=T(l+a(r[0].y)+i,f.number.font,M,t)}(),z+=f.number.font.size+f.number.font.family+f.number.valueformat+f.number.suffix+f.number.prefix,h=o);if(f._hasDelta&&f._hasNumber){var O,D,R=[(o.left+o.right)/2,(o.top+o.bottom)/2],F=[(l.left+l.right)/2,(l.top+l.bottom)/2],B=.75*f.delta.font.size;\"left\"===f.delta.position&&(O=k(f,\"deltaPos\",0,-1*(o.width*m[f.align]+l.width*(1-m[f.align])+B),z,Math.min),D=R[1]-F[1],h={width:o.width+l.width+B,height:Math.max(o.height,l.height),left:l.left+O,right:o.right,top:Math.min(o.top,l.top+D),bottom:Math.max(o.bottom,l.bottom+D)}),\"right\"===f.delta.position&&(O=k(f,\"deltaPos\",0,o.width*(1-m[f.align])+l.width*m[f.align]+B,z,Math.max),D=R[1]-F[1],h={width:o.width+l.width+B,height:Math.max(o.height,l.height),left:o.left,right:l.right+O,top:Math.min(o.top,l.top+D),bottom:Math.max(o.bottom,l.bottom+D)}),\"bottom\"===f.delta.position&&(O=null,D=l.height,h={width:Math.max(o.width,l.width),height:o.height+l.height,left:Math.min(o.left,l.left),right:Math.max(o.right,l.right),top:o.bottom-o.height,bottom:o.bottom+l.height}),\"top\"===f.delta.position&&(O=null,D=o.top,h={width:Math.max(o.width,l.width),height:o.height+l.height,left:Math.min(o.left,l.left),right:Math.max(o.right,l.right),top:o.bottom-o.height-l.height,bottom:o.bottom}),I.attr({dx:O,dy:D})}(f._hasNumber||f._hasDelta)&&E.attr(\"transform\",(function(){var t=i.numbersScaler(h);z+=t[2];var e,r=k(f,\"numbersScale\",1,t[0],z,Math.min);f._scaleNumbers||(r=1),e=f._isAngular?x-r*h.bottom:x-r*(h.top+h.bottom)/2,f._numbersTop=r*h.top+e;var n=h[w];\"center\"===w&&(n=(h.left+h.right)/2);var a=p-r*n;return _(a=k(f,\"numbersTranslate\",0,a,z,Math.max),e)+\" scale(\"+r+\")\"}))}(t,L,e,{numbersX:h,numbersY:M,numbersScaler:A,transitionOpts:r,onComplete:f}),P&&(S={range:C.gauge.axis.range,color:C.gauge.bgcolor,line:{color:C.gauge.bordercolor,width:0},thickness:1},E={range:C.gauge.axis.range,color:\"rgba(0, 0, 0, 0)\",line:{color:C.gauge.bordercolor,width:C.gauge.borderwidth},thickness:1});var q=L.selectAll(\"g.angular\").data(I?e:[]);q.exit().remove();var H=L.selectAll(\"g.angularaxis\").data(I?e:[]);H.exit().remove(),I&&function(t,e,r,a){var s,l,c,h,f=r[0].trace,p=a.size,d=a.radius,g=a.innerRadius,m=a.gaugeBg,v=a.gaugeOutline,w=[p.l+p.w/2,p.t+p.h/2+d/2],T=a.gauge,k=a.layer,M=a.transitionOpts,A=a.onComplete,S=Math.PI/2;function E(t){var e=f.gauge.axis.range[0],r=(t-e)/(f.gauge.axis.range[1]-e)*Math.PI-S;return r<-S?-S:r>S?S:r}function C(t){return n.svg.arc().innerRadius((g+d)/2-t/2*(d-g)).outerRadius((g+d)/2+t/2*(d-g)).startAngle(-S)}function L(t){t.attr(\"d\",(function(t){return C(t.thickness).startAngle(E(t.range[0])).endAngle(E(t.range[1]))()}))}T.enter().append(\"g\").classed(\"angular\",!0),T.attr(\"transform\",_(w[0],w[1])),k.enter().append(\"g\").classed(\"angularaxis\",!0).classed(\"crisp\",!0),k.selectAll(\"g.xangularaxistick,path,text\").remove(),(s=b(t,f.gauge.axis)).type=\"linear\",s.range=f.gauge.axis.range,s._id=\"xangularaxis\",s.setScale();var P=function(t){return(s.range[0]-t.x)/(s.range[1]-s.range[0])*Math.PI+Math.PI},I={},z=u.makeLabelFns(s,0).labelStandoff;I.xFn=function(t){var e=P(t);return Math.cos(e)*z},I.yFn=function(t){var e=P(t),r=Math.sin(e)>0?.2:1;return-Math.sin(e)*(z+t.fontSize*r)+Math.abs(Math.cos(e))*(t.fontSize*o)},I.anchorFn=function(t){var e=P(t),r=Math.cos(e);return Math.abs(r)<.1?\"middle\":r>0?\"start\":\"end\"},I.heightFn=function(t,e,r){var n=P(t);return-.5*(1+Math.sin(n))*r};var O=function(t){return _(w[0]+d*Math.cos(t),w[1]-d*Math.sin(t))};c=function(t){return O(P(t))};if(l=u.calcTicks(s),h=u.getTickSigns(s)[2],s.visible){h=\"inside\"===s.ticks?-1:1;var D=(s.linewidth||1)/2;u.drawTicks(t,s,{vals:l,layer:k,path:\"M\"+h*D+\",0h\"+h*s.ticklen,transFn:function(t){var e=P(t);return O(e)+\"rotate(\"+-i(e)+\")\"}}),u.drawLabels(t,s,{vals:l,layer:k,transFn:c,labelFns:I})}var R=[m].concat(f.gauge.steps),F=T.selectAll(\"g.bg-arc\").data(R);F.enter().append(\"g\").classed(\"bg-arc\",!0).append(\"path\"),F.select(\"path\").call(L).call(x),F.exit().remove();var B=C(f.gauge.bar.thickness),N=T.selectAll(\"g.value-arc\").data([f.gauge.bar]);N.enter().append(\"g\").classed(\"value-arc\",!0).append(\"path\");var j=N.select(\"path\");y(M)?(j.transition().duration(M.duration).ease(M.easing).each(\"end\",(function(){A&&A()})).each(\"interrupt\",(function(){A&&A()})).attrTween(\"d\",(U=B,V=E(r[0].lastY),q=E(r[0].y),function(){var t=n.interpolate(V,q);return function(e){return U.endAngle(t(e))()}})),f._lastValue=r[0].y):j.attr(\"d\",\"number\"==typeof r[0].y?B.endAngle(E(r[0].y)):\"M0,0Z\");var U,V,q;j.call(x),N.exit().remove(),R=[];var H=f.gauge.threshold.value;H&&R.push({range:[H,H],color:f.gauge.threshold.color,line:{color:f.gauge.threshold.line.color,width:f.gauge.threshold.line.width},thickness:f.gauge.threshold.thickness});var G=T.selectAll(\"g.threshold-arc\").data(R);G.enter().append(\"g\").classed(\"threshold-arc\",!0).append(\"path\"),G.select(\"path\").call(L).call(x),G.exit().remove();var Y=T.selectAll(\"g.gauge-outline\").data([v]);Y.enter().append(\"g\").classed(\"gauge-outline\",!0).append(\"path\"),Y.select(\"path\").call(L).call(x),Y.exit().remove()}(t,0,e,{radius:B,innerRadius:N,gauge:q,layer:H,size:D,gaugeBg:S,gaugeOutline:E,transitionOpts:r,onComplete:f});var G=L.selectAll(\"g.bullet\").data(z?e:[]);G.exit().remove();var Y=L.selectAll(\"g.bulletaxis\").data(z?e:[]);Y.exit().remove(),z&&function(t,e,r,n){var a,i,o,s,c,h=r[0].trace,f=n.gauge,p=n.layer,g=n.gaugeBg,m=n.gaugeOutline,v=n.size,_=h.domain,w=n.transitionOpts,T=n.onComplete;f.enter().append(\"g\").classed(\"bullet\",!0),f.attr(\"transform\",\"translate(\"+v.l+\", \"+v.t+\")\"),p.enter().append(\"g\").classed(\"bulletaxis\",!0).classed(\"crisp\",!0),p.selectAll(\"g.xbulletaxistick,path,text\").remove();var k=v.h,M=h.gauge.bar.thickness*k,A=_.x[0],S=_.x[0]+(_.x[1]-_.x[0])*(h._hasNumber||h._hasDelta?1-l.bulletNumberDomainSize:1);(a=b(t,h.gauge.axis))._id=\"xbulletaxis\",a.domain=[A,S],a.setScale(),i=u.calcTicks(a),o=u.makeTransFn(a),s=u.getTickSigns(a)[2],c=v.t+v.h,a.visible&&(u.drawTicks(t,a,{vals:\"inside\"===a.ticks?u.clipEnds(a,i):i,layer:p,path:u.makeTickPath(a,c,s),transFn:o}),u.drawLabels(t,a,{vals:i,layer:p,transFn:o,labelFns:u.makeLabelFns(a,c)}));function E(t){t.attr(\"width\",(function(t){return Math.max(0,a.c2p(t.range[1])-a.c2p(t.range[0]))})).attr(\"x\",(function(t){return a.c2p(t.range[0])})).attr(\"y\",(function(t){return.5*(1-t.thickness)*k})).attr(\"height\",(function(t){return t.thickness*k}))}var C=[g].concat(h.gauge.steps),L=f.selectAll(\"g.bg-bullet\").data(C);L.enter().append(\"g\").classed(\"bg-bullet\",!0).append(\"rect\"),L.select(\"rect\").call(E).call(x),L.exit().remove();var P=f.selectAll(\"g.value-bullet\").data([h.gauge.bar]);P.enter().append(\"g\").classed(\"value-bullet\",!0).append(\"rect\"),P.select(\"rect\").attr(\"height\",M).attr(\"y\",(k-M)/2).call(x),y(w)?P.select(\"rect\").transition().duration(w.duration).ease(w.easing).each(\"end\",(function(){T&&T()})).each(\"interrupt\",(function(){T&&T()})).attr(\"width\",Math.max(0,a.c2p(Math.min(h.gauge.axis.range[1],r[0].y)))):P.select(\"rect\").attr(\"width\",\"number\"==typeof r[0].y?Math.max(0,a.c2p(Math.min(h.gauge.axis.range[1],r[0].y))):0);P.exit().remove();var I=r.filter((function(){return h.gauge.threshold.value})),z=f.selectAll(\"g.threshold-bullet\").data(I);z.enter().append(\"g\").classed(\"threshold-bullet\",!0).append(\"line\"),z.select(\"line\").attr(\"x1\",a.c2p(h.gauge.threshold.value)).attr(\"x2\",a.c2p(h.gauge.threshold.value)).attr(\"y1\",(1-h.gauge.threshold.thickness)/2*k).attr(\"y2\",(1-(1-h.gauge.threshold.thickness)/2)*k).call(d.stroke,h.gauge.threshold.line.color).style(\"stroke-width\",h.gauge.threshold.line.width),z.exit().remove();var O=f.selectAll(\"g.gauge-outline\").data([m]);O.enter().append(\"g\").classed(\"gauge-outline\",!0).append(\"rect\"),O.select(\"rect\").call(E).call(x),O.exit().remove()}(t,0,e,{gauge:G,layer:Y,size:D,gaugeBg:S,gaugeOutline:E,transitionOpts:r,onComplete:f});var W=L.selectAll(\"text.title\").data(e);W.exit().remove(),W.enter().append(\"text\").classed(\"title\",!0),W.attr(\"text-anchor\",(function(){return z?g.right:g[C.title.align]})).text(C.title.text).call(s.font,C.title.font).call(c.convertToTspans,t),W.attr(\"transform\",(function(){var t,e=D.l+D.w*m[C.title.align],r=l.titlePadding,n=s.bBox(W.node());if(P){if(I)if(C.gauge.axis.visible)t=s.bBox(H.node()).top-r-n.bottom;else t=D.t+D.h/2-B/2-n.bottom-r;z&&(t=M-(n.top+n.bottom)/2,e=D.l-l.bulletPadding*D.w)}else t=C._numbersTop-r-n.bottom;return _(e,t)}))}))}},{\"../../components/color\":602,\"../../components/drawing\":624,\"../../constants/alignment\":704,\"../../lib\":735,\"../../lib/svg_text_utils\":759,\"../../plots/cartesian/axes\":783,\"../../plots/cartesian/axis_defaults\":785,\"../../plots/cartesian/layout_attributes\":797,\"../../plots/cartesian/position_defaults\":800,\"./constants\":1072,d3:165}],1076:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/attributes\"),a=t(\"../../plots/template_attributes\").hovertemplateAttrs,i=t(\"../mesh3d/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/edit_types\").overrideAll;var c=e.exports=l(s({x:{valType:\"data_array\"},y:{valType:\"data_array\"},z:{valType:\"data_array\"},value:{valType:\"data_array\"},isomin:{valType:\"number\"},isomax:{valType:\"number\"},surface:{show:{valType:\"boolean\",dflt:!0},count:{valType:\"integer\",dflt:2,min:1},fill:{valType:\"number\",min:0,max:1,dflt:1},pattern:{valType:\"flaglist\",flags:[\"A\",\"B\",\"C\",\"D\",\"E\"],extras:[\"all\",\"odd\",\"even\"],dflt:\"all\"}},spaceframe:{show:{valType:\"boolean\",dflt:!1},fill:{valType:\"number\",min:0,max:1,dflt:.15}},slices:{x:{show:{valType:\"boolean\",dflt:!1},locations:{valType:\"data_array\",dflt:[]},fill:{valType:\"number\",min:0,max:1,dflt:1}},y:{show:{valType:\"boolean\",dflt:!1},locations:{valType:\"data_array\",dflt:[]},fill:{valType:\"number\",min:0,max:1,dflt:1}},z:{show:{valType:\"boolean\",dflt:!1},locations:{valType:\"data_array\",dflt:[]},fill:{valType:\"number\",min:0,max:1,dflt:1}}},caps:{x:{show:{valType:\"boolean\",dflt:!0},fill:{valType:\"number\",min:0,max:1,dflt:1}},y:{show:{valType:\"boolean\",dflt:!0},fill:{valType:\"number\",min:0,max:1,dflt:1}},z:{show:{valType:\"boolean\",dflt:!0},fill:{valType:\"number\",min:0,max:1,dflt:1}}},text:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertemplate:a(),showlegend:s({},o.showlegend,{dflt:!1})},n(\"\",{colorAttr:\"`value`\",showScaleDflt:!0,editTypeOverride:\"calc\"}),{opacity:i.opacity,lightposition:i.lightposition,lighting:i.lighting,flatshading:i.flatshading,contour:i.contour,hoverinfo:s({},o.hoverinfo)}),\"calc\",\"nested\");c.flatshading.dflt=!0,c.lighting.facenormalsepsilon.dflt=0,c.x.editType=c.y.editType=c.z.editType=c.value.editType=\"calc+clearAxisTypes\",c.transforms=void 0},{\"../../components/colorscale/attributes\":609,\"../../lib/extend\":726,\"../../plot_api/edit_types\":766,\"../../plots/attributes\":780,\"../../plots/template_attributes\":861,\"../mesh3d/attributes\":1081}],1077:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/calc\"),a=t(\"../streamtube/calc\").processGrid,i=t(\"../streamtube/calc\").filter;e.exports=function(t,e){e._len=Math.min(e.x.length,e.y.length,e.z.length,e.value.length),e._x=i(e.x,e._len),e._y=i(e.y,e._len),e._z=i(e.z,e._len),e._value=i(e.value,e._len);var r=a(e);e._gridFill=r.fill,e._Xs=r.Xs,e._Ys=r.Ys,e._Zs=r.Zs,e._len=r.len;for(var o=1/0,s=-1/0,l=0;l<e._len;l++){var c=e._value[l];o=Math.min(o,c),s=Math.max(s,c)}e._minValues=o,e._maxValues=s,e._vMin=void 0===e.isomin||null===e.isomin?o:e.isomin,e._vMax=void 0===e.isomax||null===e.isomin?s:e.isomax,n(t,e,{vals:[e._vMin,e._vMax],containerStr:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/calc\":610,\"../streamtube/calc\":1247}],1078:[function(t,e,r){\"use strict\";var n=t(\"gl-mesh3d\"),a=t(\"../../lib/gl_format_color\").parseColorScale,i=t(\"../../lib/str2rgbarray\"),o=t(\"../../components/colorscale\").extractOpts,s=t(\"../../plots/gl3d/zip3\"),l=function(t,e){for(var r=e.length-1;r>0;r--){var n=Math.min(e[r],e[r-1]),a=Math.max(e[r],e[r-1]);if(a>n&&n<t&&t<=a)return{id:r,distRatio:(a-t)/(a-n)}}return{id:0,distRatio:0}};function c(t,e,r){this.scene=t,this.uid=r,this.mesh=e,this.name=\"\",this.data=null,this.showContour=!1}var u=c.prototype;u.handlePick=function(t){if(t.object===this.mesh){var e=t.data.index,r=this.data._meshX[e],n=this.data._meshY[e],a=this.data._meshZ[e],i=this.data._Ys.length,o=this.data._Zs.length,s=l(r,this.data._Xs).id,c=l(n,this.data._Ys).id,u=l(a,this.data._Zs).id,h=t.index=u+o*c+o*i*s;t.traceCoordinate=[this.data._meshX[h],this.data._meshY[h],this.data._meshZ[h],this.data._value[h]];var f=this.data.hovertext||this.data.text;return Array.isArray(f)&&void 0!==f[h]?t.textLabel=f[h]:f&&(t.textLabel=f),!0}},u.update=function(t){var e=this.scene,r=e.fullSceneLayout;function n(t,e,r,n){return e.map((function(e){return t.d2l(e,0,n)*r}))}this.data=f(t);var 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t}));var r={},n={},a=[];e.forEach((function(t,e){r[t]=0,n[t]=e}));for(var i=0;i<t.length;i++){var o,s=t[i];void 0===r[s]?(r[s]=1,o=e.push(s)-1,n[s]=o):(r[s]++,o=n[s]),a.push(o)}var l=e.map((function(t){return r[t]}));return{uniqueValues:e,uniqueCounts:l,inds:a}}(t.values,e)}));f=l.isArrayOrTypedArray(e.counts)?e.counts:[e.counts],function(t){var e;if(function(t){for(var e=new Array(t.length),r=0;r<t.length;r++){if(t[r]<0||t[r]>=t.length)return!1;if(void 0!==e[t[r]])return!1;e[t[r]]=!0}return!0}(t.map((function(t){return t.displayindex}))))for(e=0;e<t.length;e++)t[e]._displayindex=t[e].displayindex;else for(e=0;e<t.length;e++)t[e]._displayindex=e}(r),r.forEach((function(t,e){!function(t,e){t._categoryarray=e.uniqueValues,null===t.ticktext||void 0===t.ticktext?t._ticktext=[]:t._ticktext=t.ticktext.slice();for(var r=t._ticktext.length;r<e.uniqueValues.length;r++)t._ticktext.push(e.uniqueValues[r])}(t,g[e])}));var m,v=e.line;v?(a(e,\"line\")&&i(t,e,{vals:e.line.color,containerStr:\"line\",cLetter:\"c\"}),m=s.tryColorscale(v)):m=l.identity;var y,x,b,_,w,T=r[0].values.length,k={},M=g.map((function(t){return t.inds}));for(d=0,y=0;y<T;y++){var A=[];for(x=0;x<M.length;x++)A.push(M[x][y]);p=f[y%f.length],d+=p;var S=(b=y,_=void 0,w=void 0,l.isArrayOrTypedArray(v.color)?w=_=v.color[b%v.color.length]:_=v.color,{color:m(_),rawColor:w}),E=A+\"-\"+S.rawColor;void 0===k[E]&&(k[E]=u(A,S.color,S.rawColor)),h(k[E],y,p)}var C,L=r.map((function(t,e){return function(t,e,r,n,a){return{dimensionInd:t,containerInd:e,displayInd:r,dimensionLabel:n,count:a,categories:[],dragX:null}}(e,t._index,t._displayindex,t.label,d)}));for(y=0;y<T;y++)for(p=f[y%f.length],x=0;x<L.length;x++){var P=L[x].containerInd,I=g[x].inds[y],z=L[x].categories;if(void 0===z[I]){var O=e.dimensions[P]._categoryarray[I],D=e.dimensions[P]._ticktext[I];z[I]={dimensionInd:x,categoryInd:C=I,categoryValue:O,displayInd:C,categoryLabel:D,valueInds:[],count:0,dragY:null}}c(z[I],y,p)}return n(function(t,e,r){var n=t.map((function(t){return t.categories.length})).reduce((function(t,e){return Math.max(t,e)}));return{dimensions:t,paths:e,trace:void 0,maxCats:n,count:r}}(L,k,d))}},{\"../../components/colorscale/calc\":610,\"../../components/colorscale/helpers\":613,\"../../components/drawing\":624,\"../../lib\":735,\"../../lib/filter_unique.js\":727,\"../../lib/gup\":733}],1098:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../components/colorscale/helpers\").hasColorscale,i=t(\"../../components/colorscale/defaults\"),o=t(\"../../plots/domain\").defaults,s=t(\"../../plots/array_container_defaults\"),l=t(\"./attributes\"),c=t(\"../parcoords/merge_length\");function u(t,e){function r(r,a){return n.coerce(t,e,l.dimensions,r,a)}var 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g={family:h.font.family,size:Math.round(h.font.size),color:h.font.color};n.coerceFont(f,\"labelfont\",g);var m={family:h.font.family,size:Math.round(h.font.size/1.2),color:h.font.color};n.coerceFont(f,\"tickfont\",m)}},{\"../../components/colorscale/defaults\":612,\"../../components/colorscale/helpers\":613,\"../../lib\":735,\"../../plots/array_container_defaults\":779,\"../../plots/domain\":810,\"../parcoords/merge_length\":1111,\"./attributes\":1095}],1099:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"./plot\"),colorbar:{container:\"line\",min:\"cmin\",max:\"cmax\"},moduleType:\"trace\",name:\"parcats\",basePlotModule:t(\"./base_plot\"),categories:[\"noOpacity\"],meta:{}}},{\"./attributes\":1095,\"./base_plot\":1096,\"./calc\":1097,\"./defaults\":1098,\"./plot\":1101}],1100:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../plot_api/plot_api\"),i=t(\"../../components/fx\"),o=t(\"../../lib\"),s=t(\"../../components/drawing\"),l=t(\"tinycolor2\"),c=t(\"../../lib/svg_text_utils\");function u(t,e,r,a){var i=t.map(D.bind(0,e,r)),l=a.selectAll(\"g.parcatslayer\").data([null]);l.enter().append(\"g\").attr(\"class\",\"parcatslayer\").style(\"pointer-events\",\"all\");var u=l.selectAll(\"g.trace.parcats\").data(i,h),m=u.enter().append(\"g\").attr(\"class\",\"trace parcats\");u.attr(\"transform\",(function(t){return\"translate(\"+t.x+\", \"+t.y+\")\"})),m.append(\"g\").attr(\"class\",\"paths\");var v=u.select(\"g.paths\").selectAll(\"path.path\").data((function(t){return t.paths}),h);v.attr(\"fill\",(function(t){return t.model.color}));var b=v.enter().append(\"path\").attr(\"class\",\"path\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.model.color})).attr(\"fill-opacity\",0);x(b),v.attr(\"d\",(function(t){return t.svgD})),b.empty()||v.sort(p),v.exit().remove(),v.on(\"mouseover\",d).on(\"mouseout\",g).on(\"click\",y),m.append(\"g\").attr(\"class\",\"dimensions\");var T=u.select(\"g.dimensions\").selectAll(\"g.dimension\").data((function(t){return t.dimensions}),h);T.enter().append(\"g\").attr(\"class\",\"dimension\"),T.attr(\"transform\",(function(t){return\"translate(\"+t.x+\", 0)\"})),T.exit().remove();var k=T.selectAll(\"g.category\").data((function(t){return t.categories}),h),M=k.enter().append(\"g\").attr(\"class\",\"category\");k.attr(\"transform\",(function(t){return\"translate(0, \"+t.y+\")\"})),M.append(\"rect\").attr(\"class\",\"catrect\").attr(\"pointer-events\",\"none\"),k.select(\"rect.catrect\").attr(\"fill\",\"none\").attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})),_(M);var A=k.selectAll(\"rect.bandrect\").data((function(t){return t.bands}),h);A.each((function(){o.raiseToTop(this)})),A.attr(\"fill\",(function(t){return t.color}));var I=A.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.color})).attr(\"fill-opacity\",0);A.attr(\"fill\",(function(t){return t.color})).attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})).attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"perpendicular\"===t.parcatsViewModel.arrangement?\"ns-resize\":\"move\"})),w(I),A.exit().remove(),M.append(\"text\").attr(\"class\",\"catlabel\").attr(\"pointer-events\",\"none\");var z=e._fullLayout.paper_bgcolor;k.select(\"text.catlabel\").attr(\"text-anchor\",(function(t){return f(t)?\"start\":\"end\"})).attr(\"alignment-baseline\",\"middle\").style(\"text-shadow\",z+\" -1px  1px 2px, \"+z+\" 1px  1px 2px, \"+z+\"  1px -1px 2px, \"+z+\" -1px -1px 2px\").style(\"fill\",\"rgb(0, 0, 0)\").attr(\"x\",(function(t){return f(t)?t.width+5:-5})).attr(\"y\",(function(t){return t.height/2})).text((function(t){return t.model.categoryLabel})).each((function(t){s.font(n.select(this),t.parcatsViewModel.categorylabelfont),c.convertToTspans(n.select(this),e)})),M.append(\"text\").attr(\"class\",\"dimlabel\"),k.select(\"text.dimlabel\").attr(\"text-anchor\",\"middle\").attr(\"alignment-baseline\",\"baseline\").attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"ew-resize\"})).attr(\"x\",(function(t){return t.width/2})).attr(\"y\",-5).text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})).each((function(t){s.font(n.select(this),t.parcatsViewModel.labelfont)})),k.selectAll(\"rect.bandrect\").on(\"mouseover\",S).on(\"mouseout\",E),k.exit().remove(),T.call(n.behavior.drag().origin((function(t){return{x:t.x,y:0}})).on(\"dragstart\",C).on(\"drag\",L).on(\"dragend\",P)),u.each((function(t){t.traceSelection=n.select(this),t.pathSelection=n.select(this).selectAll(\"g.paths\").selectAll(\"path.path\"),t.dimensionSelection=n.select(this).selectAll(\"g.dimensions\").selectAll(\"g.dimension\")})),u.exit().remove()}function h(t){return t.key}function f(t){var e=t.parcatsViewModel.dimensions.length,r=t.parcatsViewModel.dimensions[e-1].model.dimensionInd;return t.model.dimensionInd===r}function p(t,e){return t.model.rawColor>e.model.rawColor?1:t.model.rawColor<e.model.rawColor?-1:0}function 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_=t.parcatsViewModel.x+a,w=t.parcatsViewModel.y+s,T=l.mostReadable(t.model.color,[\"black\",\"white\"]),k=t.model.count,M=k/t.parcatsViewModel.model.count,A={countLabel:k,probabilityLabel:M.toFixed(3)},S=[];-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&S.push([\"Count:\",A.countLabel].join(\" \")),-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&S.push([\"P:\",A.probabilityLabel].join(\" \"));var E=S.join(\"<br>\"),C=n.mouse(h)[0];i.loneHover({trace:f,x:_-d.left+g.left,y:w-d.top+g.top,text:E,color:t.model.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:10,fontColor:T,idealAlign:C<_?\"right\":\"left\",hovertemplate:(f.line||{}).hovertemplate,hovertemplateLabels:A,eventData:[{data:f._input,fullData:f,count:k,probability:M}]},{container:p._hoverlayer.node(),outerContainer:p._paper.node(),gd:h})}}}function g(t){if(!t.parcatsViewModel.dragDimension&&(x(n.select(this)),i.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()),t.parcatsViewModel.pathSelection.sort(p),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\"))){var e=m(t),r=v(t);t.parcatsViewModel.graphDiv.emit(\"plotly_unhover\",{points:e,event:n.event,constraints:r})}}function m(t){for(var e=[],r=I(t.parcatsViewModel),n=0;n<t.model.valueInds.length;n++){var a=t.model.valueInds[n];e.push({curveNumber:r,pointNumber:a})}return e}function v(t){for(var e={},r=t.parcatsViewModel.model.dimensions,n=0;n<r.length;n++){var a=r[n],i=a.categories[t.model.categoryInds[n]];e[a.containerInd]=i.categoryValue}return void 0!==t.model.rawColor&&(e.color=t.model.rawColor),e}function y(t){if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){var e=m(t),r=v(t);t.parcatsViewModel.graphDiv.emit(\"plotly_click\",{points:e,event:n.event,constraints:r})}}function x(t){t.attr(\"fill\",(function(t){return t.model.color})).attr(\"fill-opacity\",.6).attr(\"stroke\",\"lightgray\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1)}function b(t){t.attr(\"fill-opacity\",.8).attr(\"stroke\",(function(t){return l.mostReadable(t.model.color,[\"black\",\"white\"])})).attr(\"stroke-width\",.3)}function _(t){t.select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",1).attr(\"stroke-opacity\",1)}function w(t){t.attr(\"stroke\",\"black\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1).attr(\"fill-opacity\",1)}function T(t){var e=t.parcatsViewModel.pathSelection,r=t.categoryViewModel.model.dimensionInd,n=t.categoryViewModel.model.categoryInd;return e.filter((function(e){return e.model.categoryInds[r]===n&&e.model.color===t.color}))}function k(t,e,r){var a=n.select(t).datum(),i=a.categoryViewModel.model,o=a.parcatsViewModel.graphDiv,s=n.select(t.parentNode).selectAll(\"rect.bandrect\"),l=[];s.each((function(t){T(t).each((function(t){Array.prototype.push.apply(l,m(t))}))}));var c={};c[i.dimensionInd]=i.categoryValue,o.emit(e,{points:l,event:r,constraints:c})}function M(t,e,r){var a=n.select(t).datum(),i=a.categoryViewModel.model,o=a.parcatsViewModel.graphDiv,s=T(a),l=[];s.each((function(t){Array.prototype.push.apply(l,m(t))}));var c={};c[i.dimensionInd]=i.categoryValue,void 0!==a.rawColor&&(c.color=a.rawColor),o.emit(e,{points:l,event:r,constraints:c})}function A(t,e){var r,a,i=n.select(e.parentNode).select(\"rect.catrect\"),o=i.node().getBoundingClientRect(),s=i.datum(),l=s.parcatsViewModel,c=l.model.dimensions[s.model.dimensionInd],u=l.trace,h=o.top+o.height/2;l.dimensions.length>1&&c.displayInd===l.dimensions.length-1?(r=o.left,a=\"left\"):(r=o.left+o.width,a=\"right\");var f=s.model.count,p=s.model.categoryLabel,d=f/s.parcatsViewModel.model.count,g={countLabel:f,categoryLabel:p,probabilityLabel:d.toFixed(3)},m=[];-1!==s.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&m.push([\"Count:\",g.countLabel].join(\" \")),-1!==s.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&m.push([\"P(\"+g.categoryLabel+\"):\",g.probabilityLabel].join(\" \"));var v=m.join(\"<br>\");return{trace:u,x:r-t.left,y:h-t.top,text:v,color:\"lightgray\",borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:12,fontColor:\"black\",idealAlign:a,hovertemplate:u.hovertemplate,hovertemplateLabels:g,eventData:[{data:u._input,fullData:u,count:f,category:p,probability:d}]}}function S(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){if(n.mouse(this)[1]<-1)return;var e,r=t.parcatsViewModel.graphDiv,a=r._fullLayout,s=a._paperdiv.node().getBoundingClientRect(),c=t.parcatsViewModel.hoveron;if(\"color\"===c?(!function(t){var e=n.select(t).datum(),r=T(e);b(r),r.each((function(){o.raiseToTop(this)})),n.select(t.parentNode).selectAll(\"rect.bandrect\").filter((function(t){return t.color===e.color})).each((function(){o.raiseToTop(this),n.select(this).attr(\"stroke\",\"black\").attr(\"stroke-width\",1.5)}))}(this),M(this,\"plotly_hover\",n.event)):(!function(t){n.select(t.parentNode).selectAll(\"rect.bandrect\").each((function(t){var e=T(t);b(e),e.each((function(){o.raiseToTop(this)}))})),n.select(t.parentNode).select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",2.5)}(this),k(this,\"plotly_hover\",n.event)),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\"))\"category\"===c?e=A(s,this):\"color\"===c?e=function(t,e){var r,a,i=e.getBoundingClientRect(),o=n.select(e).datum(),s=o.categoryViewModel,c=s.parcatsViewModel,u=c.model.dimensions[s.model.dimensionInd],h=c.trace,f=i.y+i.height/2;c.dimensions.length>1&&u.displayInd===c.dimensions.length-1?(r=i.left,a=\"left\"):(r=i.left+i.width,a=\"right\");var p=s.model.categoryLabel,d=o.parcatsViewModel.model.count,g=0;o.categoryViewModel.bands.forEach((function(t){t.color===o.color&&(g+=t.count)}));var m=s.model.count,v=0;c.pathSelection.each((function(t){t.model.color===o.color&&(v+=t.model.count)}));var y=g/d,x=g/v,b=g/m,_={countLabel:d,categoryLabel:p,probabilityLabel:y.toFixed(3)},w=[];-1!==s.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&w.push([\"Count:\",_.countLabel].join(\" \")),-1!==s.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&(w.push(\"P(color \\u2229 \"+p+\"): \"+_.probabilityLabel),w.push(\"P(\"+p+\" | color): \"+x.toFixed(3)),w.push(\"P(color | \"+p+\"): \"+b.toFixed(3)));var T=w.join(\"<br>\"),k=l.mostReadable(o.color,[\"black\",\"white\"]);return{trace:h,x:r-t.left,y:f-t.top,text:T,color:o.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontColor:k,fontSize:10,idealAlign:a,hovertemplate:h.hovertemplate,hovertemplateLabels:_,eventData:[{data:h._input,fullData:h,category:p,count:d,probability:y,categorycount:m,colorcount:v,bandcolorcount:g}]}}(s,this):\"dimension\"===c&&(e=function(t,e){var r=[];return n.select(e.parentNode.parentNode).selectAll(\"g.category\").select(\"rect.catrect\").each((function(){r.push(A(t,this))})),r}(s,this)),e&&i.loneHover(e,{container:a._hoverlayer.node(),outerContainer:a._paper.node(),gd:r})}}function E(t){var e=t.parcatsViewModel;if(!e.dragDimension&&(x(e.pathSelection),_(e.dimensionSelection.selectAll(\"g.category\")),w(e.dimensionSelection.selectAll(\"g.category\").selectAll(\"rect.bandrect\")),i.loneUnhover(e.graphDiv._fullLayout._hoverlayer.node()),e.pathSelection.sort(p),-1===e.hoverinfoItems.indexOf(\"skip\"))){\"color\"===t.parcatsViewModel.hoveron?M(this,\"plotly_unhover\",n.event):k(this,\"plotly_unhover\",n.event)}}function C(t){\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragDimensionDisplayInd=t.model.displayInd,t.initialDragDimensionDisplayInds=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),t.dragHasMoved=!1,t.dragCategoryDisplayInd=null,n.select(this).selectAll(\"g.category\").select(\"rect.catrect\").each((function(e){var r=n.mouse(this)[0],a=n.mouse(this)[1];-2<=r&&r<=e.width+2&&-2<=a&&a<=e.height+2&&(t.dragCategoryDisplayInd=e.model.displayInd,t.initialDragCategoryDisplayInds=t.model.categories.map((function(t){return t.displayInd})),e.model.dragY=e.y,o.raiseToTop(this.parentNode),n.select(this.parentNode).selectAll(\"rect.bandrect\").each((function(e){e.y<a&&a<=e.y+e.height&&(t.potentialClickBand=this)})))})),t.parcatsViewModel.dragDimension=t,i.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()))}function L(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragHasMoved=!0,null!==t.dragDimensionDisplayInd)){var e=t.dragDimensionDisplayInd,r=e-1,a=e+1,i=t.parcatsViewModel.dimensions[e];if(null!==t.dragCategoryDisplayInd){var o=i.categories[t.dragCategoryDisplayInd];o.model.dragY+=n.event.dy;var s=o.model.dragY,l=o.model.displayInd,c=i.categories,u=c[l-1],h=c[l+1];void 0!==u&&s<u.y+u.height/2&&(o.model.displayInd=u.model.displayInd,u.model.displayInd=l),void 0!==h&&s+o.height>h.y+h.height/2&&(o.model.displayInd=h.model.displayInd,h.model.displayInd=l),t.dragCategoryDisplayInd=o.model.displayInd}if(null===t.dragCategoryDisplayInd||\"freeform\"===t.parcatsViewModel.arrangement){i.model.dragX=n.event.x;var f=t.parcatsViewModel.dimensions[r],p=t.parcatsViewModel.dimensions[a];void 0!==f&&i.model.dragX<f.x+f.width&&(i.model.displayInd=f.model.displayInd,f.model.displayInd=e),void 0!==p&&i.model.dragX+i.width>p.x&&(i.model.displayInd=p.model.displayInd,p.model.displayInd=t.dragDimensionDisplayInd),t.dragDimensionDisplayInd=i.model.displayInd}B(t.parcatsViewModel),F(t.parcatsViewModel),O(t.parcatsViewModel),z(t.parcatsViewModel)}}function P(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&null!==t.dragDimensionDisplayInd){n.select(this).selectAll(\"text\").attr(\"font-weight\",\"normal\");var e={},r=I(t.parcatsViewModel),i=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),o=t.initialDragDimensionDisplayInds.some((function(t,e){return t!==i[e]}));o&&i.forEach((function(r,n){var a=t.parcatsViewModel.model.dimensions[n].containerInd;e[\"dimensions[\"+a+\"].displayindex\"]=r}));var s=!1;if(null!==t.dragCategoryDisplayInd){var l=t.model.categories.map((function(t){return t.displayInd}));if(s=t.initialDragCategoryDisplayInds.some((function(t,e){return t!==l[e]}))){var c=t.model.categories.slice().sort((function(t,e){return t.displayInd-e.displayInd})),u=c.map((function(t){return t.categoryValue})),h=c.map((function(t){return t.categoryLabel}));e[\"dimensions[\"+t.model.containerInd+\"].categoryarray\"]=[u],e[\"dimensions[\"+t.model.containerInd+\"].ticktext\"]=[h],e[\"dimensions[\"+t.model.containerInd+\"].categoryorder\"]=\"array\"}}if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")&&!t.dragHasMoved&&t.potentialClickBand&&(\"color\"===t.parcatsViewModel.hoveron?M(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent):k(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent)),t.model.dragX=null,null!==t.dragCategoryDisplayInd)t.parcatsViewModel.dimensions[t.dragDimensionDisplayInd].categories[t.dragCategoryDisplayInd].model.dragY=null,t.dragCategoryDisplayInd=null;t.dragDimensionDisplayInd=null,t.parcatsViewModel.dragDimension=null,t.dragHasMoved=null,t.potentialClickBand=null,B(t.parcatsViewModel),F(t.parcatsViewModel),n.transition().duration(300).ease(\"cubic-in-out\").each((function(){O(t.parcatsViewModel,!0),z(t.parcatsViewModel,!0)})).each(\"end\",(function(){(o||s)&&a.restyle(t.parcatsViewModel.graphDiv,e,[r])}))}}function I(t){for(var e,r=t.graphDiv._fullData,n=0;n<r.length;n++)if(t.key===r[n].uid){e=n;break}return e}function z(t,e){var r;void 0===e&&(e=!1),t.pathSelection.data((function(t){return t.paths}),h),(r=t.pathSelection,e?r.transition():r).attr(\"d\",(function(t){return t.svgD}))}function O(t,e){function r(t){return e?t.transition():t}void 0===e&&(e=!1),t.dimensionSelection.data((function(t){return t.dimensions}),h);var a=t.dimensionSelection.selectAll(\"g.category\").data((function(t){return t.categories}),h);r(t.dimensionSelection).attr(\"transform\",(function(t){return\"translate(\"+t.x+\", 0)\"})),r(a).attr(\"transform\",(function(t){return\"translate(0, \"+t.y+\")\"})),a.select(\".dimlabel\").text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})),a.select(\".catlabel\").attr(\"text-anchor\",(function(t){return f(t)?\"start\":\"end\"})).attr(\"x\",(function(t){return f(t)?t.width+5:-5})).each((function(t){var e,r;f(t)?(e=t.width+5,r=\"start\"):(e=-5,r=\"end\"),n.select(this).selectAll(\"tspan\").attr(\"x\",e).attr(\"text-anchor\",r)}));var i=a.selectAll(\"rect.bandrect\").data((function(t){return t.bands}),h),s=i.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"cursor\",\"move\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.color})).attr(\"fill-opacity\",0);i.attr(\"fill\",(function(t){return t.color})).attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})),w(s),i.each((function(){o.raiseToTop(this)})),i.exit().remove()}function D(t,e,r){var n,a=r[0],i=e.margin||{l:80,r:80,t:100,b:80},o=a.trace,s=o.domain,l=e.width,c=e.height,u=Math.floor(l*(s.x[1]-s.x[0])),h=Math.floor(c*(s.y[1]-s.y[0])),f=s.x[0]*l+i.l,p=e.height-s.y[1]*e.height+i.t,d=o.line.shape;n=\"all\"===o.hoverinfo?[\"count\",\"probability\"]:(o.hoverinfo||\"\").split(\"+\");var g={trace:o,key:o.uid,model:a,x:f,y:p,width:u,height:h,hoveron:o.hoveron,hoverinfoItems:n,arrangement:o.arrangement,bundlecolors:o.bundlecolors,sortpaths:o.sortpaths,labelfont:o.labelfont,categorylabelfont:o.tickfont,pathShape:d,dragDimension:null,margin:i,paths:[],dimensions:[],graphDiv:t,traceSelection:null,pathSelection:null,dimensionSelection:null};return a.dimensions&&(B(g),F(g)),g}function R(t,e,r,a,i){var o,s,l=[],c=[];for(s=0;s<r.length-1;s++)o=n.interpolateNumber(r[s]+t[s],t[s+1]),l.push(o(i)),c.push(o(1-i));var u=\"M \"+t[0]+\",\"+e[0];for(u+=\"l\"+r[0]+\",0 \",s=1;s<r.length;s++)u+=\"C\"+l[s-1]+\",\"+e[s-1]+\" \"+c[s-1]+\",\"+e[s]+\" \"+t[s]+\",\"+e[s],u+=\"l\"+r[s]+\",0 \";for(u+=\"l0,\"+a+\" \",u+=\"l -\"+r[r.length-1]+\",0 \",s=r.length-2;s>=0;s--)u+=\"C\"+c[s]+\",\"+(e[s+1]+a)+\" \"+l[s]+\",\"+(e[s]+a)+\" \"+(t[s]+r[s])+\",\"+(e[s]+a),u+=\"l-\"+r[s]+\",0 \";return u+=\"Z\"}function F(t){var e=t.dimensions,r=t.model,n=e.map((function(t){return t.categories.map((function(t){return t.y}))})),a=t.model.dimensions.map((function(t){return t.categories.map((function(t){return t.displayInd}))})),i=t.model.dimensions.map((function(t){return t.displayInd})),o=t.dimensions.map((function(t){return t.model.dimensionInd})),s=e.map((function(t){return t.x})),l=e.map((function(t){return t.width})),c=[];for(var u in r.paths)r.paths.hasOwnProperty(u)&&c.push(r.paths[u]);function h(t){var e=t.categoryInds.map((function(t,e){return a[e][t]}));return o.map((function(t){return e[t]}))}c.sort((function(e,r){var n=h(e),a=h(r);return\"backward\"===t.sortpaths&&(n.reverse(),a.reverse()),n.push(e.valueInds[0]),a.push(r.valueInds[0]),t.bundlecolors&&(n.unshift(e.rawColor),a.unshift(r.rawColor)),n<a?-1:n>a?1:0}));for(var f=new Array(c.length),p=e[0].model.count,d=e[0].categories.map((function(t){return t.height})).reduce((function(t,e){return t+e})),g=0;g<c.length;g++){var m,v=c[g];m=p>0?d*(v.count/p):0;for(var y,x=new Array(n.length),b=0;b<v.categoryInds.length;b++){var _=v.categoryInds[b],w=a[b][_],T=i[b];x[T]=n[T][w],n[T][w]+=m;var k=t.dimensions[T].categories[w],M=k.bands.length,A=k.bands[M-1];if(void 0===A||v.rawColor!==A.rawColor){var S=void 0===A?0:A.y+A.height;k.bands.push({key:S,color:v.color,rawColor:v.rawColor,height:m,width:k.width,count:v.count,y:S,categoryViewModel:k,parcatsViewModel:t})}else{var E=k.bands[M-1];E.height+=m,E.count+=v.count}}y=\"hspline\"===t.pathShape?R(s,x,l,m,.5):R(s,x,l,m,0),f[g]={key:v.valueInds[0],model:v,height:m,leftXs:s,topYs:x,dimWidths:l,svgD:y,parcatsViewModel:t}}t.paths=f}function B(t){var e=t.model.dimensions.map((function(t){return{displayInd:t.displayInd,dimensionInd:t.dimensionInd}}));e.sort((function(t,e){return t.displayInd-e.displayInd}));var r=[];for(var n in e){var a=e[n].dimensionInd,i=t.model.dimensions[a];r.push(N(t,i))}t.dimensions=r}function N(t,e){var r,n=t.model.dimensions.length,a=e.displayInd;r=40+(n>1?(t.width-80-16)/(n-1):0)*a;var i,o,s,l,c,u=[],h=t.model.maxCats,f=e.categories.length,p=e.count,d=t.height-8*(h-1),g=8*(h-f)/2,m=e.categories.map((function(t){return{displayInd:t.displayInd,categoryInd:t.categoryInd}}));for(m.sort((function(t,e){return t.displayInd-e.displayInd})),c=0;c<f;c++)l=m[c].categoryInd,o=e.categories[l],i=p>0?o.count/p*d:0,s={key:o.valueInds[0],model:o,width:16,height:i,y:null!==o.dragY?o.dragY:g,bands:[],parcatsViewModel:t},g=g+i+8,u.push(s);return{key:e.dimensionInd,x:null!==e.dragX?e.dragX:r,y:0,width:16,model:e,categories:u,parcatsViewModel:t,dragCategoryDisplayInd:null,dragDimensionDisplayInd:null,initialDragDimensionDisplayInds:null,initialDragCategoryDisplayInds:null,dragHasMoved:null,potentialClickBand:null}}e.exports=function(t,e,r,n){u(r,t,n,e)}},{\"../../components/drawing\":624,\"../../components/fx\":642,\"../../lib\":735,\"../../lib/svg_text_utils\":759,\"../../plot_api/plot_api\":770,d3:165,tinycolor2:535}],1101:[function(t,e,r){\"use strict\";var n=t(\"./parcats\");e.exports=function(t,e,r,a){var i=t._fullLayout,o=i._paper,s=i._size;n(t,o,e,{width:s.w,height:s.h,margin:{t:s.t,r:s.r,b:s.b,l:s.l}},r,a)}},{\"./parcats\":1100}],1102:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/attributes\"),a=t(\"../../plots/cartesian/layout_attributes\"),i=t(\"../../plots/font_attributes\"),o=t(\"../../plots/domain\").attributes,s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/plot_template\").templatedArray;e.exports={domain:o({name:\"parcoords\",trace:!0,editType:\"plot\"}),labelangle:{valType:\"angle\",dflt:0,editType:\"plot\"},labelside:{valType:\"enumerated\",values:[\"top\",\"bottom\"],dflt:\"top\",editType:\"plot\"},labelfont:i({editType:\"plot\"}),tickfont:i({editType:\"plot\"}),rangefont:i({editType:\"plot\"}),dimensions:l(\"dimension\",{label:{valType:\"string\",editType:\"plot\"},tickvals:s({},a.tickvals,{editType:\"plot\"}),ticktext:s({},a.ticktext,{editType:\"plot\"}),tickformat:s({},a.tickformat,{editType:\"plot\"}),visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},range:{valType:\"info_array\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},constraintrange:{valType:\"info_array\",freeLength:!0,dimensions:\"1-2\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},multiselect:{valType:\"boolean\",dflt:!0,editType:\"plot\"},values:{valType:\"data_array\",editType:\"calc\"},editType:\"calc\"}),line:s({editType:\"calc\"},n(\"line\",{colorscaleDflt:\"Viridis\",autoColorDflt:!1,editTypeOverride:\"calc\"}))}},{\"../../components/colorscale/attributes\":609,\"../../lib/extend\":726,\"../../plot_api/plot_template\":773,\"../../plots/cartesian/layout_attributes\":797,\"../../plots/domain\":810,\"../../plots/font_attributes\":811}],1103:[function(t,e,r){\"use strict\";var n=t(\"./constants\"),a=t(\"d3\"),i=t(\"../../lib/gup\").keyFun,o=t(\"../../lib/gup\").repeat,s=t(\"../../lib\").sorterAsc,l=n.bar.snapRatio;function c(t,e){return t*(1-l)+e*l}var u=n.bar.snapClose;function h(t,e){return t*(1-u)+e*u}function f(t,e,r,n){if(function(t,e){for(var r=0;r<e.length;r++)if(t>=e[r][0]&&t<=e[r][1])return!0;return!1}(r,n))return r;var a=t?-1:1,i=0,o=e.length-1;if(a<0){var s=i;i=o,o=s}for(var l=e[i],u=l,f=i;a*f<a*o;f+=a){var p=f+a,d=e[p];if(a*r<a*h(l,d))return c(l,u);if(a*r<a*d||p===o)return c(d,l);u=l,l=d}}function p(t){t.attr(\"x\",-n.bar.captureWidth/2).attr(\"width\",n.bar.captureWidth)}function d(t){t.attr(\"visibility\",\"visible\").style(\"visibility\",\"visible\").attr(\"fill\",\"yellow\").attr(\"opacity\",0)}function g(t){if(!t.brush.filterSpecified)return\"0,\"+t.height;for(var e,r,n,a=m(t.brush.filter.getConsolidated(),t.height),i=[0],o=a.length?a[0][0]:null,s=0;s<a.length;s++)r=(e=a[s])[1]-e[0],i.push(o),i.push(r),(n=s+1)<a.length&&(o=a[n][0]-e[1]);return i.push(t.height),i}function m(t,e){return t.map((function(t){return t.map((function(t){return Math.max(0,t*e)})).sort(s)}))}function v(){a.select(document.body).style(\"cursor\",null)}function y(t){t.attr(\"stroke-dasharray\",g)}function x(t,e){var r=a.select(t).selectAll(\".highlight, .highlight-shadow\");y(e?r.transition().duration(n.bar.snapDuration).each(\"end\",e):r)}function b(t,e){var r,a=t.brush,i=NaN,o={};if(a.filterSpecified){var s=t.height,l=a.filter.getConsolidated(),c=m(l,s),u=NaN,h=NaN,f=NaN;for(r=0;r<=c.length;r++){var p=c[r];if(p&&p[0]<=e&&e<=p[1]){u=r;break}if(h=r?r-1:NaN,p&&p[0]>e){f=r;break}}if(i=u,isNaN(i)&&(i=isNaN(h)||isNaN(f)?isNaN(h)?f:h:e-c[h][1]<c[f][0]-e?h:f),!isNaN(i)){var d=c[i],g=function(t,e){var r=n.bar.handleHeight;if(!(e>t[1]+r||e<t[0]-r))return e>=.9*t[1]+.1*t[0]?\"n\":e<=.9*t[0]+.1*t[1]?\"s\":\"ns\"}(d,e);g&&(o.interval=l[i],o.intervalPix=d,o.region=g)}}if(t.ordinal&&!o.region){var v=t.unitTickvals,y=t.unitToPaddedPx.invert(e);for(r=0;r<v.length;r++){var x=[.25*v[Math.max(r-1,0)]+.75*v[r],.25*v[Math.min(r+1,v.length-1)]+.75*v[r]];if(y>=x[0]&&y<=x[1]){o.clickableOrdinalRange=x;break}}}return o}function _(t,e){a.event.sourceEvent.stopPropagation();var r=e.height-a.mouse(t)[1]-2*n.verticalPadding,i=e.brush.svgBrush;i.wasDragged=!0,i._dragging=!0,i.grabbingBar?i.newExtent=[r-i.grabPoint,r+i.barLength-i.grabPoint].map(e.unitToPaddedPx.invert):i.newExtent=[i.startExtent,e.unitToPaddedPx.invert(r)].sort(s),e.brush.filterSpecified=!0,i.extent=i.stayingIntervals.concat([i.newExtent]),i.brushCallback(e),x(t.parentNode)}function w(t,e){var r=b(e,e.height-a.mouse(t)[1]-2*n.verticalPadding),i=\"crosshair\";r.clickableOrdinalRange?i=\"pointer\":r.region&&(i=r.region+\"-resize\"),a.select(document.body).style(\"cursor\",i)}function T(t){t.on(\"mousemove\",(function(t){a.event.preventDefault(),t.parent.inBrushDrag||w(this,t)})).on(\"mouseleave\",(function(t){t.parent.inBrushDrag||v()})).call(a.behavior.drag().on(\"dragstart\",(function(t){!function(t,e){a.event.sourceEvent.stopPropagation();var r=e.height-a.mouse(t)[1]-2*n.verticalPadding,i=e.unitToPaddedPx.invert(r),o=e.brush,s=b(e,r),l=s.interval,c=o.svgBrush;if(c.wasDragged=!1,c.grabbingBar=\"ns\"===s.region,c.grabbingBar){var u=l.map(e.unitToPaddedPx);c.grabPoint=r-u[0]-n.verticalPadding,c.barLength=u[1]-u[0]}c.clickableOrdinalRange=s.clickableOrdinalRange,c.stayingIntervals=e.multiselect&&o.filterSpecified?o.filter.getConsolidated():[],l&&(c.stayingIntervals=c.stayingIntervals.filter((function(t){return t[0]!==l[0]&&t[1]!==l[1]}))),c.startExtent=s.region?l[\"s\"===s.region?1:0]:i,e.parent.inBrushDrag=!0,c.brushStartCallback()}(this,t)})).on(\"drag\",(function(t){_(this,t)})).on(\"dragend\",(function(t){!function(t,e){var r=e.brush,n=r.filter,i=r.svgBrush;i._dragging||(w(t,e),_(t,e),e.brush.svgBrush.wasDragged=!1),i._dragging=!1,a.event.sourceEvent.stopPropagation();var o=i.grabbingBar;if(i.grabbingBar=!1,i.grabLocation=void 0,e.parent.inBrushDrag=!1,v(),!i.wasDragged)return i.wasDragged=void 0,i.clickableOrdinalRange?r.filterSpecified&&e.multiselect?i.extent.push(i.clickableOrdinalRange):(i.extent=[i.clickableOrdinalRange],r.filterSpecified=!0):o?(i.extent=i.stayingIntervals,0===i.extent.length&&M(r)):M(r),i.brushCallback(e),x(t.parentNode),void i.brushEndCallback(r.filterSpecified?n.getConsolidated():[]);var s=function(){n.set(n.getConsolidated())};if(e.ordinal){var l=e.unitTickvals;l[l.length-1]<l[0]&&l.reverse(),i.newExtent=[f(0,l,i.newExtent[0],i.stayingIntervals),f(1,l,i.newExtent[1],i.stayingIntervals)];var c=i.newExtent[1]>i.newExtent[0];i.extent=i.stayingIntervals.concat(c?[i.newExtent]:[]),i.extent.length||M(r),i.brushCallback(e),c?x(t.parentNode,s):(s(),x(t.parentNode))}else s();i.brushEndCallback(r.filterSpecified?n.getConsolidated():[])}(this,t)})))}function k(t,e){return t[0]-e[0]}function M(t){t.filterSpecified=!1,t.svgBrush.extent=[[-1/0,1/0]]}function A(t){for(var e,r=t.slice(),n=[],a=r.shift();a;){for(e=a.slice();(a=r.shift())&&a[0]<=e[1];)e[1]=Math.max(e[1],a[1]);n.push(e)}return n}e.exports={makeBrush:function(t,e,r,n,a,i){var o,l=function(){var t,e,r=[];return{set:function(n){1===(r=n.map((function(t){return t.slice().sort(s)})).sort(k)).length&&r[0][0]===-1/0&&r[0][1]===1/0&&(r=[[0,-1]]),t=A(r),e=r.reduce((function(t,e){return[Math.min(t[0],e[0]),Math.max(t[1],e[1])]}),[1/0,-1/0])},get:function(){return r.slice()},getConsolidated:function(){return t},getBounds:function(){return e}}}();return l.set(r),{filter:l,filterSpecified:e,svgBrush:{extent:[],brushStartCallback:n,brushCallback:(o=a,function(t){var e=t.brush,r=function(t){return t.svgBrush.extent.map((function(t){return t.slice()}))}(e).slice();e.filter.set(r),o()}),brushEndCallback:i}}},ensureAxisBrush:function(t){var e=t.selectAll(\".\"+n.cn.axisBrush).data(o,i);e.enter().append(\"g\").classed(n.cn.axisBrush,!0),function(t){var e=t.selectAll(\".background\").data(o);e.enter().append(\"rect\").classed(\"background\",!0).call(p).call(d).style(\"pointer-events\",\"auto\").attr(\"transform\",\"translate(0 \"+n.verticalPadding+\")\"),e.call(T).attr(\"height\",(function(t){return t.height-n.verticalPadding}));var r=t.selectAll(\".highlight-shadow\").data(o);r.enter().append(\"line\").classed(\"highlight-shadow\",!0).attr(\"x\",-n.bar.width/2).attr(\"stroke-width\",n.bar.width+n.bar.strokeWidth).attr(\"stroke\",n.bar.strokeColor).attr(\"opacity\",n.bar.strokeOpacity).attr(\"stroke-linecap\",\"butt\"),r.attr(\"y1\",(function(t){return t.height})).call(y);var a=t.selectAll(\".highlight\").data(o);a.enter().append(\"line\").classed(\"highlight\",!0).attr(\"x\",-n.bar.width/2).attr(\"stroke-width\",n.bar.width-n.bar.strokeWidth).attr(\"stroke\",n.bar.fillColor).attr(\"opacity\",n.bar.fillOpacity).attr(\"stroke-linecap\",\"butt\"),a.attr(\"y1\",(function(t){return t.height})).call(y)}(e)},cleanRanges:function(t,e){if(Array.isArray(t[0])?(t=t.map((function(t){return t.sort(s)})),t=e.multiselect?A(t.sort(k)):[t[0]]):t=[t.sort(s)],e.tickvals){var r=e.tickvals.slice().sort(s);if(!(t=t.map((function(t){var e=[f(0,r,t[0],[]),f(1,r,t[1],[])];if(e[1]>e[0])return e})).filter((function(t){return t}))).length)return}return t.length>1?t:t[0]}}},{\"../../lib\":735,\"../../lib/gup\":733,\"./constants\":1106,d3:165}],1104:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../plots/get_data\").getModuleCalcData,i=t(\"./plot\"),o=t(\"../../constants/xmlns_namespaces\");r.name=\"parcoords\",r.plot=function(t){var e=a(t.calcdata,\"parcoords\")[0];e.length&&i(t,e)},r.clean=function(t,e,r,n){var a=n._has&&n._has(\"parcoords\"),i=e._has&&e._has(\"parcoords\");a&&!i&&(n._paperdiv.selectAll(\".parcoords\").remove(),n._glimages.selectAll(\"*\").remove())},r.toSVG=function(t){var e=t._fullLayout._glimages,r=n.select(t).selectAll(\".svg-container\");r.filter((function(t,e){return e===r.size()-1})).selectAll(\".gl-canvas-context, .gl-canvas-focus\").each((function(){var t=this.toDataURL(\"image/png\");e.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":t,preserveAspectRatio:\"none\",x:0,y:0,width:this.width,height:this.height})})),window.setTimeout((function(){n.selectAll(\"#filterBarPattern\").attr(\"id\",\"filterBarPattern\")}),60)}},{\"../../constants/xmlns_namespaces\":712,\"../../plots/get_data\":820,\"./plot\":1113,d3:165}],1105:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").isArrayOrTypedArray,a=t(\"../../components/colorscale\"),i=t(\"../../lib/gup\").wrap;e.exports=function(t,e){var r,o;return a.hasColorscale(e,\"line\")&&n(e.line.color)?(r=e.line.color,o=a.extractOpts(e.line).colorscale,a.calc(t,e,{vals:r,containerStr:\"line\",cLetter:\"c\"})):(r=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=.5;return e}(e._length),o=[[0,e.line.color],[1,e.line.color]]),i({lineColor:r,cscale:o})}},{\"../../components/colorscale\":614,\"../../lib\":735,\"../../lib/gup\":733}],1106:[function(t,e,r){\"use strict\";e.exports={maxDimensionCount:60,overdrag:45,verticalPadding:2,tickDistance:50,canvasPixelRatio:1,blockLineCount:5e3,layers:[\"contextLineLayer\",\"focusLineLayer\",\"pickLineLayer\"],axisTitleOffset:28,axisExtentOffset:10,deselectedLineColor:\"#777\",bar:{width:4,captureWidth:10,fillColor:\"magenta\",fillOpacity:1,snapDuration:150,snapRatio:.25,snapClose:.01,strokeColor:\"white\",strokeOpacity:1,strokeWidth:1,handleHeight:8,handleOpacity:1,handleOverlap:0},cn:{axisExtentText:\"axis-extent-text\",parcoordsLineLayers:\"parcoords-line-layers\",parcoordsLineLayer:\"parcoords-lines\",parcoords:\"parcoords\",parcoordsControlView:\"parcoords-control-view\",yAxis:\"y-axis\",axisOverlays:\"axis-overlays\",axis:\"axis\",axisHeading:\"axis-heading\",axisTitle:\"axis-title\",axisExtent:\"axis-extent\",axisExtentTop:\"axis-extent-top\",axisExtentTopText:\"axis-extent-top-text\",axisExtentBottom:\"axis-extent-bottom\",axisExtentBottomText:\"axis-extent-bottom-text\",axisBrush:\"axis-brush\"},id:{filterBarPattern:\"filter-bar-pattern\"}}},{}],1107:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../components/colorscale/helpers\").hasColorscale,i=t(\"../../components/colorscale/defaults\"),o=t(\"../../plots/domain\").defaults,s=t(\"../../plots/array_container_defaults\"),l=t(\"../../plots/cartesian/axes\"),c=t(\"./attributes\"),u=t(\"./axisbrush\"),h=t(\"./constants\").maxDimensionCount,f=t(\"./merge_length\");function p(t,e,r,a){function i(r,a){return n.coerce(t,e,c.dimensions,r,a)}var o=i(\"values\"),s=i(\"visible\");if(o&&o.length||(s=e.visible=!1),s){i(\"label\"),i(\"tickvals\"),i(\"ticktext\"),i(\"tickformat\");var h=i(\"range\");e._ax={_id:\"y\",type:\"linear\",showexponent:\"all\",exponentformat:\"B\",range:h},l.setConvert(e._ax,a.layout),i(\"multiselect\");var f=i(\"constraintrange\");f&&(e.constraintrange=u.cleanRanges(f,e))}}e.exports=function(t,e,r,l){function u(r,a){return n.coerce(t,e,c,r,a)}var d=t.dimensions;Array.isArray(d)&&d.length>h&&(n.log(\"parcoords traces support up to \"+h+\" dimensions at the moment\"),d.splice(h));var g=s(t,e,{name:\"dimensions\",layout:l,handleItemDefaults:p}),m=function(t,e,r,o,s){var l=s(\"line.color\",r);if(a(t,\"line\")&&n.isArrayOrTypedArray(l)){if(l.length)return s(\"line.colorscale\"),i(t,e,o,s,{prefix:\"line.\",cLetter:\"c\"}),l.length;e.line.color=r}return 1/0}(t,e,r,l,u);o(e,l,u),Array.isArray(g)&&g.length||(e.visible=!1),f(e,g,\"values\",m);var v={family:l.font.family,size:Math.round(l.font.size/1.2),color:l.font.color};n.coerceFont(u,\"labelfont\",v),n.coerceFont(u,\"tickfont\",v),n.coerceFont(u,\"rangefont\",v),u(\"labelangle\"),u(\"labelside\")}},{\"../../components/colorscale/defaults\":612,\"../../components/colorscale/helpers\":613,\"../../lib\":735,\"../../plots/array_container_defaults\":779,\"../../plots/cartesian/axes\":783,\"../../plots/domain\":810,\"./attributes\":1102,\"./axisbrush\":1103,\"./constants\":1106,\"./merge_length\":1111}],1108:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").isTypedArray;r.convertTypedArray=function(t){return n(t)?Array.prototype.slice.call(t):t},r.isOrdinal=function(t){return!!t.tickvals},r.isVisible=function(t){return t.visible||!(\"visible\"in t)}},{\"../../lib\":735}],1109:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"./plot\"),colorbar:{container:\"line\",min:\"cmin\",max:\"cmax\"},moduleType:\"trace\",name:\"parcoords\",basePlotModule:t(\"./base_plot\"),categories:[\"gl\",\"regl\",\"noOpacity\",\"noHover\"],meta:{}}},{\"./attributes\":1102,\"./base_plot\":1104,\"./calc\":1105,\"./defaults\":1107,\"./plot\":1113}],1110:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nattribute vec4 p01_04, p05_08, p09_12, p13_16,\\n               p17_20, p21_24, p25_28, p29_32,\\n               p33_36, p37_40, p41_44, p45_48,\\n               p49_52, p53_56, p57_60, colors;\\n\\nuniform mat4 dim0A, dim1A, dim0B, dim1B, dim0C, dim1C, dim0D, dim1D,\\n             loA, hiA, loB, hiB, loC, hiC, loD, hiD;\\n\\nuniform vec2 resolution, viewBoxPos, viewBoxSize;\\nuniform sampler2D mask, palette;\\nuniform float maskHeight;\\nuniform float drwLayer; // 0: context, 1: focus, 2: pick\\nuniform vec4 contextColor;\\n\\nbool isPick    = (drwLayer > 1.5);\\nbool isContext = (drwLayer < 0.5);\\n\\nconst vec4 ZEROS = vec4(0.0, 0.0, 0.0, 0.0);\\nconst vec4 UNITS = vec4(1.0, 1.0, 1.0, 1.0);\\n\\nfloat val(mat4 p, mat4 v) {\\n    return dot(matrixCompMult(p, v) * UNITS, UNITS);\\n}\\n\\nfloat axisY(float ratio, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float y1 = val(A, dim0A) + val(B, dim0B) + val(C, dim0C) + val(D, dim0D);\\n    float y2 = val(A, dim1A) + val(B, dim1B) + val(C, dim1C) + val(D, dim1D);\\n    return y1 * (1.0 - ratio) + y2 * ratio;\\n}\\n\\nint iMod(int a, int b) {\\n    return a - b * (a / b);\\n}\\n\\nbool fOutside(float p, float lo, float hi) {\\n    return (lo < hi) && (lo > p || p > hi);\\n}\\n\\nbool vOutside(vec4 p, vec4 lo, vec4 hi) {\\n    return (\\n        fOutside(p[0], lo[0], hi[0]) ||\\n        fOutside(p[1], lo[1], hi[1]) ||\\n        fOutside(p[2], lo[2], hi[2]) ||\\n        fOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool mOutside(mat4 p, mat4 lo, mat4 hi) {\\n    return (\\n        vOutside(p[0], lo[0], hi[0]) ||\\n        vOutside(p[1], lo[1], hi[1]) ||\\n        vOutside(p[2], lo[2], hi[2]) ||\\n        vOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool outsideBoundingBox(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    return mOutside(A, loA, hiA) ||\\n           mOutside(B, loB, hiB) ||\\n           mOutside(C, loC, hiC) ||\\n           mOutside(D, loD, hiD);\\n}\\n\\nbool outsideRasterMask(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    mat4 pnts[4];\\n    pnts[0] = A;\\n    pnts[1] = B;\\n    pnts[2] = C;\\n    pnts[3] = D;\\n\\n    for(int i = 0; i < 4; ++i) {\\n        for(int j = 0; j < 4; ++j) {\\n            for(int k = 0; k < 4; ++k) {\\n                if(0 == iMod(\\n                    int(255.0 * texture2D(mask,\\n                        vec2(\\n                            (float(i * 2 + j / 2) + 0.5) / 8.0,\\n                            (pnts[i][j][k] * (maskHeight - 1.0) + 1.0) / maskHeight\\n                        ))[3]\\n                    ) / int(pow(2.0, float(iMod(j * 4 + k, 8)))),\\n                    2\\n                )) return true;\\n            }\\n        }\\n    }\\n    return false;\\n}\\n\\nvec4 position(bool isContext, float v, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float x = 0.5 * sign(v) + 0.5;\\n    float y = axisY(x, A, B, C, D);\\n    float z = 1.0 - abs(v);\\n\\n    z += isContext ? 0.0 : 2.0 * float(\\n        outsideBoundingBox(A, B, C, D) ||\\n        outsideRasterMask(A, B, C, D)\\n    );\\n\\n    return vec4(\\n        2.0 * (vec2(x, y) * viewBoxSize + viewBoxPos) / resolution - 1.0,\\n        z,\\n        1.0\\n    );\\n}\\n\\nvoid main() {\\n    mat4 A = mat4(p01_04, p05_08, p09_12, p13_16);\\n    mat4 B = mat4(p17_20, p21_24, p25_28, p29_32);\\n    mat4 C = mat4(p33_36, p37_40, p41_44, p45_48);\\n    mat4 D = mat4(p49_52, p53_56, p57_60, ZEROS);\\n\\n    float v = colors[3];\\n\\n    gl_Position = position(isContext, v, A, B, C, D);\\n\\n    fragColor =\\n        isContext ? vec4(contextColor) :\\n        isPick ? vec4(colors.rgb, 1.0) : texture2D(palette, vec2(abs(v), 0.5));\\n}\\n\"]),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n    gl_FragColor = fragColor;\\n}\\n\"]),o=t(\"./constants\").maxDimensionCount,s=t(\"../../lib\"),l=new Uint8Array(4),c=new Uint8Array(4),u={shape:[256,1],format:\"rgba\",type:\"uint8\",mag:\"nearest\",min:\"nearest\"};function h(t,e,r,n,a){var i=t._gl;i.enable(i.SCISSOR_TEST),i.scissor(e,r,n,a),t.clear({color:[0,0,0,0],depth:1})}function f(t,e,r,n,a,i){var o=i.key;r.drawCompleted||(!function(t){t.read({x:0,y:0,width:1,height:1,data:l})}(t),r.drawCompleted=!0),function s(l){var c=Math.min(n,a-l*n);0===l&&(window.cancelAnimationFrame(r.currentRafs[o]),delete r.currentRafs[o],h(t,i.scissorX,i.scissorY,i.scissorWidth,i.viewBoxSize[1])),r.clearOnly||(i.count=2*c,i.offset=2*l*n,e(i),l*n+c<a&&(r.currentRafs[o]=window.requestAnimationFrame((function(){s(l+1)}))),r.drawCompleted=!1)}(0)}function p(t,e){for(var r=new Array(256),n=0;n<256;n++)r[n]=t(n/255).concat(e);return r}function d(t,e){return(t>>>8*e)%256/255}function g(t,e,r){for(var n=new Array(8*e),a=0,i=0;i<e;i++)for(var o=0;o<2;o++)for(var s=0;s<4;s++){var l=4*t+s,c=r[64*i+l];63===l&&0===o&&(c*=-1),n[a++]=c}return n}function m(t){var e=\"0\"+t;return e.substr(e.length-2)}function v(t){return t<o?\"p\"+m(t+1)+\"_\"+m(t+4):\"colors\"}function y(t,e,r,n,a,i,o,l,c,u,h,f,p){for(var d=[[],[]],g=0;g<64;g++)d[0][g]=g===a?1:0,d[1][g]=g===i?1:0;var m=t.lines.canvasOverdrag,v=t.domain,y=t.canvasWidth,x=t.canvasHeight,b=t.deselectedLines.color;return s.extendFlat({key:h,resolution:[y,x],viewBoxPos:[o+m,l],viewBoxSize:[c,u],i0:a,i1:i,dim0A:d[0].slice(0,16),dim0B:d[0].slice(16,32),dim0C:d[0].slice(32,48),dim0D:d[0].slice(48,64),dim1A:d[1].slice(0,16),dim1B:d[1].slice(16,32),dim1C:d[1].slice(32,48),dim1D:d[1].slice(48,64),drwLayer:f,contextColor:[b[0]/255,b[1]/255,b[2]/255,b[3]<1?b[3]:Math.max(1/255,Math.pow(1/t.lines.color.length,1/3))],scissorX:(n===e?0:o+m)+(t.pad.l-m)+t.layoutWidth*v.x[0],scissorWidth:(n===r?y-o+m:c+.5)+(n===e?o+m:0),scissorY:l+t.pad.b+t.layoutHeight*v.y[0],scissorHeight:u,viewportX:t.pad.l-m+t.layoutWidth*v.x[0],viewportY:t.pad.b+t.layoutHeight*v.y[0],viewportWidth:y,viewportHeight:x},p)}function x(t){var e=Math.max(0,Math.floor(2047*t[0]),0),r=Math.min(2047,Math.ceil(2047*t[1]),2047);return[Math.min(e,r),Math.max(e,r)]}e.exports=function(t,e){var r,n,l,m,b,_=e.context,w=e.pick,T=e.regl,k={currentRafs:{},drawCompleted:!0,clearOnly:!1},M=function(t){for(var e={},r=0;r<=o;r+=4)e[v(r)]=t.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array(0)});return e}(T),A=T.texture(u),S=[];C(e);var E=T({profile:!1,blend:{enable:_,func:{srcRGB:\"src alpha\",dstRGB:\"one minus src 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n=t(\"../../plots/attributes\"),a=t(\"../../plots/domain\").attributes,i=t(\"../../plots/font_attributes\"),o=t(\"../../components/color/attributes\"),s=t(\"../../plots/template_attributes\").hovertemplateAttrs,l=t(\"../../plots/template_attributes\").texttemplateAttrs,c=t(\"../../lib/extend\").extendFlat,u=i({editType:\"plot\",arrayOk:!0,colorEditType:\"plot\"});e.exports={labels:{valType:\"data_array\",editType:\"calc\"},label0:{valType:\"number\",dflt:0,editType:\"calc\"},dlabel:{valType:\"number\",dflt:1,editType:\"calc\"},values:{valType:\"data_array\",editType:\"calc\"},marker:{colors:{valType:\"data_array\",editType:\"calc\"},line:{color:{valType:\"color\",dflt:o.defaultLine,arrayOk:!0,editType:\"style\"},width:{valType:\"number\",min:0,dflt:0,arrayOk:!0,editType:\"style\"},editType:\"calc\"},editType:\"calc\"},text:{valType:\"data_array\",editType:\"plot\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"style\"},scalegroup:{valType:\"string\",dflt:\"\",editType:\"calc\"},textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"value\",\"percent\"],extras:[\"none\"],editType:\"calc\"},hoverinfo:c({},n.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:s({},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),texttemplate:l({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),textposition:{valType:\"enumerated\",values:[\"inside\",\"outside\",\"auto\",\"none\"],dflt:\"auto\",arrayOk:!0,editType:\"plot\"},textfont:c({},u,{}),insidetextorientation:{valType:\"enumerated\",values:[\"horizontal\",\"radial\",\"tangential\",\"auto\"],dflt:\"auto\",editType:\"plot\"},insidetextfont:c({},u,{}),outsidetextfont:c({},u,{}),automargin:{valType:\"boolean\",dflt:!1,editType:\"plot\"},title:{text:{valType:\"string\",dflt:\"\",editType:\"plot\"},font:c({},u,{}),position:{valType:\"enumerated\",values:[\"top left\",\"top center\",\"top right\",\"middle center\",\"bottom left\",\"bottom center\",\"bottom right\"],editType:\"plot\"},editType:\"plot\"},domain:a({name:\"pie\",trace:!0,editType:\"calc\"}),hole:{valType:\"number\",min:0,max:1,dflt:0,editType:\"calc\"},sort:{valType:\"boolean\",dflt:!0,editType:\"calc\"},direction:{valType:\"enumerated\",values:[\"clockwise\",\"counterclockwise\"],dflt:\"counterclockwise\",editType:\"calc\"},rotation:{valType:\"number\",min:-360,max:360,dflt:0,editType:\"calc\"},pull:{valType:\"number\",min:0,max:1,dflt:0,arrayOk:!0,editType:\"calc\"},_deprecated:{title:{valType:\"string\",dflt:\"\",editType:\"calc\"},titlefont:c({},u,{}),titleposition:{valType:\"enumerated\",values:[\"top left\",\"top center\",\"top right\",\"middle center\",\"bottom left\",\"bottom center\",\"bottom right\"],editType:\"calc\"}}}},{\"../../components/color/attributes\":601,\"../../lib/extend\":726,\"../../plots/attributes\":780,\"../../plots/domain\":810,\"../../plots/font_attributes\":811,\"../../plots/template_attributes\":861}],1115:[function(t,e,r){\"use strict\";var n=t(\"../../plots/plots\");r.name=\"pie\",r.plot=function(t,e,a,i){n.plotBasePlot(r.name,t,e,a,i)},r.clean=function(t,e,a,i){n.cleanBasePlot(r.name,t,e,a,i)}},{\"../../plots/plots\":846}],1116:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),a=t(\"tinycolor2\"),i=t(\"../../components/color\"),o={};function s(t){return function(e,r){return!!e&&(!!(e=a(e)).isValid()&&(e=i.addOpacity(e,e.getAlpha()),t[r]||(t[r]=e),e))}}function l(t,e){var r,n=JSON.stringify(t),i=e[n];if(!i){for(i=t.slice(),r=0;r<t.length;r++)i.push(a(t[r]).lighten(20).toHexString());for(r=0;r<t.length;r++)i.push(a(t[r]).darken(20).toHexString());e[n]=i}return i}e.exports={calc:function(t,e){var r,a,i=[],o=t._fullLayout,l=o.hiddenlabels||[],c=e.labels,u=e.marker.colors||[],h=e.values,f=e._length,p=e._hasValues&&f;if(e.dlabel)for(c=new Array(f),r=0;r<f;r++)c[r]=String(e.label0+r*e.dlabel);var d={},g=s(o[\"_\"+e.type+\"colormap\"]),m=0,v=!1;for(r=0;r<f;r++){var y,x,b;if(p){if(y=h[r],!n(y))continue;if((y=+y)<0)continue}else y=1;void 0!==(x=c[r])&&\"\"!==x||(x=r);var _=d[x=String(x)];void 0===_?(d[x]=i.length,(b=-1!==l.indexOf(x))||(m+=y),i.push({v:y,label:x,color:g(u[r],x),i:r,pts:[r],hidden:b})):(v=!0,(a=i[_]).v+=y,a.pts.push(r),a.hidden||(m+=y),!1===a.color&&u[r]&&(a.color=g(u[r],x)))}return(\"funnelarea\"===e.type?v:e.sort)&&i.sort((function(t,e){return e.v-t.v})),i[0]&&(i[0].vTotal=m),i},crossTraceCalc:function(t,e){var r=(e||{}).type;r||(r=\"pie\");var n=t._fullLayout,a=t.calcdata,i=n[r+\"colorway\"],s=n[\"_\"+r+\"colormap\"];n[\"extend\"+r+\"colors\"]&&(i=l(i,o));for(var c=0,u=0;u<a.length;u++){var h=a[u];if(h[0].trace.type===r)for(var f=0;f<h.length;f++){var p=h[f];!1===p.color&&(s[p.label]?p.color=s[p.label]:(s[p.label]=p.color=i[c%i.length],c++))}}},makePullColorFn:s,generateExtendedColors:l}},{\"../../components/color\":602,\"fast-isnumeric\":237,tinycolor2:535}],1117:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),a=t(\"../../lib\"),i=t(\"./attributes\"),o=t(\"../../plots/domain\").defaults,s=t(\"../bar/defaults\").handleText;function l(t,e){var r=Array.isArray(t),i=a.isArrayOrTypedArray(e),o=Math.min(r?t.length:1/0,i?e.length:1/0);if(isFinite(o)||(o=0),o&&i){for(var s,l=0;l<o;l++){var c=e[l];if(n(c)&&c>0){s=!0;break}}s||(o=0)}return{hasLabels:r,hasValues:i,len:o}}e.exports={handleLabelsAndValues:l,supplyDefaults:function(t,e,r,n){function c(r,n){return a.coerce(t,e,i,r,n)}var u=l(c(\"labels\"),c(\"values\")),h=u.len;if(e._hasLabels=u.hasLabels,e._hasValues=u.hasValues,!e._hasLabels&&e._hasValues&&(c(\"label0\"),c(\"dlabel\")),h){e._length=h,c(\"marker.line.width\")&&c(\"marker.line.color\"),c(\"marker.colors\"),c(\"scalegroup\");var f,p=c(\"text\"),d=c(\"texttemplate\");if(d||(f=c(\"textinfo\",Array.isArray(p)?\"text+percent\":\"percent\")),c(\"hovertext\"),c(\"hovertemplate\"),d||f&&\"none\"!==f){var g=c(\"textposition\");s(t,e,n,c,g,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1}),(Array.isArray(g)||\"auto\"===g||\"outside\"===g)&&c(\"automargin\"),(\"inside\"===g||\"auto\"===g||Array.isArray(g))&&c(\"insidetextorientation\")}o(e,n,c);var m=c(\"hole\");if(c(\"title.text\")){var v=c(\"title.position\",m?\"middle center\":\"top center\");m||\"middle center\"!==v||(e.title.position=\"top center\"),a.coerceFont(c,\"title.font\",n.font)}c(\"sort\"),c(\"direction\"),c(\"rotation\"),c(\"pull\")}else e.visible=!1}}},{\"../../lib\":735,\"../../plots/domain\":810,\"../bar/defaults\":880,\"./attributes\":1114,\"fast-isnumeric\":237}],1118:[function(t,e,r){\"use strict\";var n=t(\"../../components/fx/helpers\").appendArrayMultiPointValues;e.exports=function(t,e){var r={curveNumber:e.index,pointNumbers:t.pts,data:e._input,fullData:e,label:t.label,color:t.color,value:t.v,percent:t.percent,text:t.text,v:t.v};return 1===t.pts.length&&(r.pointNumber=r.i=t.pts[0]),n(r,e,t.pts),\"funnelarea\"===e.type&&(delete r.v,delete r.i),r}},{\"../../components/fx/helpers\":638}],1119:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");r.formatPiePercent=function(t,e){var r=(100*t).toPrecision(3);return-1!==r.lastIndexOf(\".\")&&(r=r.replace(/[.]?0+$/,\"\")),n.numSeparate(r,e)+\"%\"},r.formatPieValue=function(t,e){var r=t.toPrecision(10);return-1!==r.lastIndexOf(\".\")&&(r=r.replace(/[.]?0+$/,\"\")),n.numSeparate(r,e)},r.getFirstFilled=function(t,e){if(Array.isArray(t))for(var r=0;r<e.length;r++){var n=t[e[r]];if(n||0===n||\"\"===n)return n}},r.castOption=function(t,e){return Array.isArray(t)?r.getFirstFilled(t,e):t||void 0}},{\"../../lib\":735}],1120:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\").supplyDefaults,supplyLayoutDefaults:t(\"./layout_defaults\"),layoutAttributes:t(\"./layout_attributes\"),calc:t(\"./calc\").calc,crossTraceCalc:t(\"./calc\").crossTraceCalc,plot:t(\"./plot\").plot,style:t(\"./style\"),styleOne:t(\"./style_one\"),moduleType:\"trace\",name:\"pie\",basePlotModule:t(\"./base_plot\"),categories:[\"pie-like\",\"pie\",\"showLegend\"],meta:{}}},{\"./attributes\":1114,\"./base_plot\":1115,\"./calc\":1116,\"./defaults\":1117,\"./layout_attributes\":1121,\"./layout_defaults\":1122,\"./plot\":1123,\"./style\":1124,\"./style_one\":1125}],1121:[function(t,e,r){\"use strict\";e.exports={hiddenlabels:{valType:\"data_array\",editType:\"calc\"},piecolorway:{valType:\"colorlist\",editType:\"calc\"},extendpiecolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},{}],1122:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"./layout_attributes\");e.exports=function(t,e){function r(r,i){return n.coerce(t,e,a,r,i)}r(\"hiddenlabels\"),r(\"piecolorway\",e.colorway),r(\"extendpiecolors\")}},{\"../../lib\":735,\"./layout_attributes\":1121}],1123:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../plots/plots\"),i=t(\"../../components/fx\"),o=t(\"../../components/color\"),s=t(\"../../components/drawing\"),l=t(\"../../lib\"),c=t(\"../../lib/svg_text_utils\"),u=t(\"../bar/uniform_text\"),h=u.recordMinTextSize,f=u.clearMinTextSize,p=t(\"../bar/constants\").TEXTPAD,d=t(\"./helpers\"),g=t(\"./event_data\"),m=t(\"../../lib\").isValidTextValue;function v(t,e,r){var a=r[0],o=a.trace,s=a.cx,c=a.cy;\"_hasHoverLabel\"in o||(o._hasHoverLabel=!1),\"_hasHoverEvent\"in o||(o._hasHoverEvent=!1),t.on(\"mouseover\",(function(t){var r=e._fullLayout,u=e._fullData[o.index];if(!e._dragging&&!1!==r.hovermode){var h=u.hoverinfo;if(Array.isArray(h)&&(h=i.castHoverinfo({hoverinfo:[d.castOption(h,t.pts)],_module:o._module},r,0)),\"all\"===h&&(h=\"label+text+value+percent+name\"),u.hovertemplate||\"none\"!==h&&\"skip\"!==h&&h){var f=t.rInscribed||0,p=s+t.pxmid[0]*(1-f),m=c+t.pxmid[1]*(1-f),v=r.separators,y=[];if(h&&-1!==h.indexOf(\"label\")&&y.push(t.label),t.text=d.castOption(u.hovertext||u.text,t.pts),h&&-1!==h.indexOf(\"text\")){var x=t.text;l.isValidTextValue(x)&&y.push(x)}t.value=t.v,t.valueLabel=d.formatPieValue(t.v,v),h&&-1!==h.indexOf(\"value\")&&y.push(t.valueLabel),t.percent=t.v/a.vTotal,t.percentLabel=d.formatPiePercent(t.percent,v),h&&-1!==h.indexOf(\"percent\")&&y.push(t.percentLabel);var b=u.hoverlabel,_=b.font;i.loneHover({trace:o,x0:p-f*a.r,x1:p+f*a.r,y:m,text:y.join(\"<br>\"),name:u.hovertemplate||-1!==h.indexOf(\"name\")?u.name:void 0,idealAlign:t.pxmid[0]<0?\"left\":\"right\",color:d.castOption(b.bgcolor,t.pts)||t.color,borderColor:d.castOption(b.bordercolor,t.pts),fontFamily:d.castOption(_.family,t.pts),fontSize:d.castOption(_.size,t.pts),fontColor:d.castOption(_.color,t.pts),nameLength:d.castOption(b.namelength,t.pts),textAlign:d.castOption(b.align,t.pts),hovertemplate:d.castOption(u.hovertemplate,t.pts),hovertemplateLabels:t,eventData:[g(t,u)]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:e}),o._hasHoverLabel=!0}o._hasHoverEvent=!0,e.emit(\"plotly_hover\",{points:[g(t,u)],event:n.event})}})),t.on(\"mouseout\",(function(t){var r=e._fullLayout,a=e._fullData[o.index],s=n.select(this).datum();o._hasHoverEvent&&(t.originalEvent=n.event,e.emit(\"plotly_unhover\",{points:[g(s,a)],event:n.event}),o._hasHoverEvent=!1),o._hasHoverLabel&&(i.loneUnhover(r._hoverlayer.node()),o._hasHoverLabel=!1)})),t.on(\"click\",(function(t){var r=e._fullLayout,a=e._fullData[o.index];e._dragging||!1===r.hovermode||(e._hoverdata=[g(t,a)],i.click(e,n.event))}))}function y(t,e,r){var n=d.castOption(t.insidetextfont.color,e.pts);!n&&t._input.textfont&&(n=d.castOption(t._input.textfont.color,e.pts));var a=d.castOption(t.insidetextfont.family,e.pts)||d.castOption(t.textfont.family,e.pts)||r.family,i=d.castOption(t.insidetextfont.size,e.pts)||d.castOption(t.textfont.size,e.pts)||r.size;return{color:n||o.contrast(e.color),family:a,size:i}}function x(t,e){for(var r,n,a=0;a<t.length;a++)if((n=(r=t[a][0]).trace).title.text){var i=n.title.text;n._meta&&(i=l.templateString(i,n._meta));var o=s.tester.append(\"text\").attr(\"data-notex\",1).text(i).call(s.font,n.title.font).call(c.convertToTspans,e),u=s.bBox(o.node(),!0);r.titleBox={width:u.width,height:u.height},o.remove()}}function b(t,e,r){var n=r.r||e.rpx1,a=e.rInscribed;if(e.startangle===e.stopangle)return{rCenter:1-a,scale:0,rotate:0,textPosAngle:0};var i,o=e.ring,s=1===o&&Math.abs(e.startangle-e.stopangle)===2*Math.PI,l=e.halfangle,c=e.midangle,u=r.trace.insidetextorientation,h=\"horizontal\"===u,f=\"tangential\"===u,p=\"radial\"===u,d=\"auto\"===u,g=[];if(!d){var m,v=function(r,a){if(function(t,e){var r=t.startangle,n=t.stopangle;return r>e&&e>n||r<e&&e<n}(e,r)){var s=Math.abs(r-e.startangle),l=Math.abs(r-e.stopangle),c=s<l?s:l;(i=\"tan\"===a?w(t,n,o,c,0):_(t,n,o,c,Math.PI/2)).textPosAngle=r,g.push(i)}};if(h||f){for(m=4;m>=-4;m-=2)v(Math.PI*m,\"tan\");for(m=4;m>=-4;m-=2)v(Math.PI*(m+1),\"tan\")}if(h||p){for(m=4;m>=-4;m-=2)v(Math.PI*(m+1.5),\"rad\");for(m=4;m>=-4;m-=2)v(Math.PI*(m+.5),\"rad\")}}if(s||d||h){var y=Math.sqrt(t.width*t.width+t.height*t.height);if((i={scale:a*n*2/y,rCenter:1-a,rotate:0}).textPosAngle=(e.startangle+e.stopangle)/2,i.scale>=1)return i;g.push(i)}(d||p)&&((i=_(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,g.push(i)),(d||f)&&((i=w(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,g.push(i));for(var x=0,b=0,T=0;T<g.length;T++){var k=g[T].scale;if(b<k&&(b=k,x=T),!d&&b>=1)break}return g[x]}function _(t,e,r,n,a){e=Math.max(0,e-2*p);var i=t.width/t.height,o=M(i,n,e,r);return{scale:2*o/t.height,rCenter:T(i,o/e),rotate:k(a)}}function w(t,e,r,n,a){e=Math.max(0,e-2*p);var i=t.height/t.width,o=M(i,n,e,r);return{scale:2*o/t.width,rCenter:T(i,o/e),rotate:k(a+Math.PI/2)}}function T(t,e){return Math.cos(e)-t*e}function k(t){return(180/Math.PI*t+720)%180-90}function M(t,e,r,n){var a=t+1/(2*Math.tan(e));return r*Math.min(1/(Math.sqrt(a*a+.5)+a),n/(Math.sqrt(t*t+n/2)+t))}function A(t,e){return t.v!==e.vTotal||e.trace.hole?Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2):1}function S(t,e){var r=e.pxmid[0],n=e.pxmid[1],a=t.width/2,i=t.height/2;return r<0&&(a*=-1),n<0&&(i*=-1),{scale:1,rCenter:1,rotate:0,x:a+Math.abs(i)*(a>0?1:-1)/2,y:i/(1+r*r/(n*n)),outside:!0}}function E(t,e){var r,n,a,i=t.trace,o={x:t.cx,y:t.cy},s={tx:0,ty:0};s.ty+=i.title.font.size,a=L(i),-1!==i.title.position.indexOf(\"top\")?(o.y-=(1+a)*t.r,s.ty-=t.titleBox.height):-1!==i.title.position.indexOf(\"bottom\")&&(o.y+=(1+a)*t.r);var l,c,u=(l=t.r,c=t.trace.aspectratio,l/(void 0===c?1:c)),h=e.w*(i.domain.x[1]-i.domain.x[0])/2;return-1!==i.title.position.indexOf(\"left\")?(h+=u,o.x-=(1+a)*u,s.tx+=t.titleBox.width/2):-1!==i.title.position.indexOf(\"center\")?h*=2:-1!==i.title.position.indexOf(\"right\")&&(h+=u,o.x+=(1+a)*u,s.tx-=t.titleBox.width/2),r=h/t.titleBox.width,n=C(t,e)/t.titleBox.height,{x:o.x,y:o.y,scale:Math.min(r,n),tx:s.tx,ty:s.ty}}function C(t,e){var r=t.trace,n=e.h*(r.domain.y[1]-r.domain.y[0]);return Math.min(t.titleBox.height,n/2)}function L(t){var e,r=t.pull;if(!r)return 0;if(Array.isArray(r))for(r=0,e=0;e<t.pull.length;e++)t.pull[e]>r&&(r=t.pull[e]);return r}function P(t,e){for(var r=[],n=0;n<t.length;n++){var a=t[n][0],i=a.trace,o=i.domain,s=e.w*(o.x[1]-o.x[0]),l=e.h*(o.y[1]-o.y[0]);i.title.text&&\"middle center\"!==i.title.position&&(l-=C(a,e));var c=s/2,u=l/2;\"funnelarea\"!==i.type||i.scalegroup||(u/=i.aspectratio),a.r=Math.min(c,u)/(1+L(i)),a.cx=e.l+e.w*(i.domain.x[1]+i.domain.x[0])/2,a.cy=e.t+e.h*(1-i.domain.y[0])-l/2,i.title.text&&-1!==i.title.position.indexOf(\"bottom\")&&(a.cy-=C(a,e)),i.scalegroup&&-1===r.indexOf(i.scalegroup)&&r.push(i.scalegroup)}!function(t,e){for(var r,n,a,i=0;i<e.length;i++){var o=1/0,s=e[i];for(n=0;n<t.length;n++)if(r=t[n][0],(a=r.trace).scalegroup===s){var l;if(\"pie\"===a.type)l=r.r*r.r;else if(\"funnelarea\"===a.type){var c,u;a.aspectratio>1?(c=r.r,u=c/a.aspectratio):(u=r.r,c=u*a.aspectratio),c*=(1+a.baseratio)/2,l=c*u}o=Math.min(o,l/r.vTotal)}for(n=0;n<t.length;n++)if(r=t[n][0],(a=r.trace).scalegroup===s){var h=o*r.vTotal;\"funnelarea\"===a.type&&(h/=(1+a.baseratio)/2,h/=a.aspectratio),r.r=Math.sqrt(h)}}}(t,r)}function I(t,e){return[t*Math.sin(e),-t*Math.cos(e)]}function z(t,e,r){var n=t._fullLayout,a=r.trace,i=a.texttemplate,o=a.textinfo;if(!i&&o&&\"none\"!==o){var s,c=o.split(\"+\"),u=function(t){return-1!==c.indexOf(t)},h=u(\"label\"),f=u(\"text\"),p=u(\"value\"),g=u(\"percent\"),v=n.separators;if(s=h?[e.label]:[],f){var y=d.getFirstFilled(a.text,e.pts);m(y)&&s.push(y)}p&&s.push(d.formatPieValue(e.v,v)),g&&s.push(d.formatPiePercent(e.v/r.vTotal,v)),e.text=s.join(\"<br>\")}if(i){var x=l.castOption(a,e.i,\"texttemplate\");if(x){var b=function(t){return{label:t.label,value:t.v,valueLabel:d.formatPieValue(t.v,n.separators),percent:t.v/r.vTotal,percentLabel:d.formatPiePercent(t.v/r.vTotal,n.separators),color:t.color,text:t.text,customdata:l.castOption(a,t.i,\"customdata\")}}(e),_=d.getFirstFilled(a.text,e.pts);(m(_)||\"\"===_)&&(b.text=_),e.text=l.texttemplateString(x,b,t._fullLayout._d3locale,b,a._meta||{})}else e.text=\"\"}}function O(t,e){var r=t.rotate*Math.PI/180,n=Math.cos(r),a=Math.sin(r),i=(e.left+e.right)/2,o=(e.top+e.bottom)/2;t.textX=i*n-o*a,t.textY=i*a+o*n,t.noCenter=!0}e.exports={plot:function(t,e){var r=t._fullLayout,i=r._size;f(\"pie\",r),x(e,t),P(e,i);var u=l.makeTraceGroups(r._pielayer,e,\"trace\").each((function(e){var u=n.select(this),f=e[0],p=f.trace;!function(t){var e,r,n,a=t[0],i=a.r,o=a.trace,s=o.rotation*Math.PI/180,l=2*Math.PI/a.vTotal,c=\"px0\",u=\"px1\";if(\"counterclockwise\"===o.direction){for(e=0;e<t.length&&t[e].hidden;e++);if(e===t.length)return;s+=l*t[e].v,l*=-1,c=\"px1\",u=\"px0\"}for(n=I(i,s),e=0;e<t.length;e++)(r=t[e]).hidden||(r[c]=n,r.startangle=s,s+=l*r.v/2,r.pxmid=I(i,s),r.midangle=s,s+=l*r.v/2,n=I(i,s),r.stopangle=s,r[u]=n,r.largeArc=r.v>a.vTotal/2?1:0,r.halfangle=Math.PI*Math.min(r.v/a.vTotal,.5),r.ring=1-o.hole,r.rInscribed=A(r,a))}(e),u.attr(\"stroke-linejoin\",\"round\"),u.each((function(){var g=n.select(this).selectAll(\"g.slice\").data(e);g.enter().append(\"g\").classed(\"slice\",!0),g.exit().remove();var m=[[[],[]],[[],[]]],x=!1;g.each((function(a,i){if(a.hidden)n.select(this).selectAll(\"path,g\").remove();else{a.pointNumber=a.i,a.curveNumber=p.index,m[a.pxmid[1]<0?0:1][a.pxmid[0]<0?0:1].push(a);var o=f.cx,u=f.cy,g=n.select(this),_=g.selectAll(\"path.surface\").data([a]);if(_.enter().append(\"path\").classed(\"surface\",!0).style({\"pointer-events\":\"all\"}),g.call(v,t,e),p.pull){var w=+d.castOption(p.pull,a.pts)||0;w>0&&(o+=w*a.pxmid[0],u+=w*a.pxmid[1])}a.cxFinal=o,a.cyFinal=u;var T=p.hole;if(a.v===f.vTotal){var k=\"M\"+(o+a.px0[0])+\",\"+(u+a.px0[1])+L(a.px0,a.pxmid,!0,1)+L(a.pxmid,a.px0,!0,1)+\"Z\";T?_.attr(\"d\",\"M\"+(o+T*a.px0[0])+\",\"+(u+T*a.px0[1])+L(a.px0,a.pxmid,!1,T)+L(a.pxmid,a.px0,!1,T)+\"Z\"+k):_.attr(\"d\",k)}else{var M=L(a.px0,a.px1,!0,1);if(T){var A=1-T;_.attr(\"d\",\"M\"+(o+T*a.px1[0])+\",\"+(u+T*a.px1[1])+L(a.px1,a.px0,!1,T)+\"l\"+A*a.px0[0]+\",\"+A*a.px0[1]+M+\"Z\")}else _.attr(\"d\",\"M\"+o+\",\"+u+\"l\"+a.px0[0]+\",\"+a.px0[1]+M+\"Z\")}z(t,a,f);var E=d.castOption(p.textposition,a.pts),C=g.selectAll(\"g.slicetext\").data(a.text&&\"none\"!==E?[0]:[]);C.enter().append(\"g\").classed(\"slicetext\",!0),C.exit().remove(),C.each((function(){var g=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),m=l.ensureUniformFontSize(t,\"outside\"===E?function(t,e,r){var n=d.castOption(t.outsidetextfont.color,e.pts)||d.castOption(t.textfont.color,e.pts)||r.color,a=d.castOption(t.outsidetextfont.family,e.pts)||d.castOption(t.textfont.family,e.pts)||r.family,i=d.castOption(t.outsidetextfont.size,e.pts)||d.castOption(t.textfont.size,e.pts)||r.size;return{color:n,family:a,size:i}}(p,a,r.font):y(p,a,r.font));g.text(a.text).attr({class:\"slicetext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,m).call(c.convertToTspans,t);var v,_=s.bBox(g.node());if(\"outside\"===E)v=S(_,a);else if(v=b(_,a,f),\"auto\"===E&&v.scale<1){var w=l.ensureUniformFontSize(t,p.outsidetextfont);g.call(s.font,w),v=S(_=s.bBox(g.node()),a)}var T=v.textPosAngle,k=void 0===T?a.pxmid:I(f.r,T);if(v.targetX=o+k[0]*v.rCenter+(v.x||0),v.targetY=u+k[1]*v.rCenter+(v.y||0),O(v,_),v.outside){var M=v.targetY;a.yLabelMin=M-_.height/2,a.yLabelMid=M,a.yLabelMax=M+_.height/2,a.labelExtraX=0,a.labelExtraY=0,x=!0}v.fontSize=m.size,h(p.type,v,r),e[i].transform=v,g.attr(\"transform\",l.getTextTransform(v))}))}function L(t,e,r,n){var i=n*(e[0]-t[0]),o=n*(e[1]-t[1]);return\"a\"+n*f.r+\",\"+n*f.r+\" 0 \"+a.largeArc+(r?\" 1 \":\" 0 \")+i+\",\"+o}}));var _=n.select(this).selectAll(\"g.titletext\").data(p.title.text?[0]:[]);if(_.enter().append(\"g\").classed(\"titletext\",!0),_.exit().remove(),_.each((function(){var e,r=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),a=p.title.text;p._meta&&(a=l.templateString(a,p._meta)),r.text(a).attr({class:\"titletext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,p.title.font).call(c.convertToTspans,t),e=\"middle center\"===p.title.position?function(t){var e=Math.sqrt(t.titleBox.width*t.titleBox.width+t.titleBox.height*t.titleBox.height);return{x:t.cx,y:t.cy,scale:t.trace.hole*t.r*2/e,tx:0,ty:-t.titleBox.height/2+t.trace.title.font.size}}(f):E(f,i),r.attr(\"transform\",\"translate(\"+e.x+\",\"+e.y+\")\"+(e.scale<1?\"scale(\"+e.scale+\")\":\"\")+\"translate(\"+e.tx+\",\"+e.ty+\")\")})),x&&function(t,e){var r,n,a,i,o,s,l,c,u,h,f,p,g;function m(t,e){return t.pxmid[1]-e.pxmid[1]}function v(t,e){return e.pxmid[1]-t.pxmid[1]}function y(t,r){r||(r={});var a,c,u,f,p=r.labelExtraY+(n?r.yLabelMax:r.yLabelMin),g=n?t.yLabelMin:t.yLabelMax,m=n?t.yLabelMax:t.yLabelMin,v=t.cyFinal+o(t.px0[1],t.px1[1]),y=p-g;if(y*l>0&&(t.labelExtraY=y),Array.isArray(e.pull))for(c=0;c<h.length;c++)(u=h[c])===t||(d.castOption(e.pull,t.pts)||0)>=(d.castOption(e.pull,u.pts)||0)||((t.pxmid[1]-u.pxmid[1])*l>0?(y=u.cyFinal+o(u.px0[1],u.px1[1])-g-t.labelExtraY)*l>0&&(t.labelExtraY+=y):(m+t.labelExtraY-v)*l>0&&(a=3*s*Math.abs(c-h.indexOf(t)),(f=u.cxFinal+i(u.px0[0],u.px1[0])+a-(t.cxFinal+t.pxmid[0])-t.labelExtraX)*s>0&&(t.labelExtraX+=f)))}for(n=0;n<2;n++)for(a=n?m:v,o=n?Math.max:Math.min,l=n?1:-1,r=0;r<2;r++){for(i=r?Math.max:Math.min,s=r?1:-1,(c=t[n][r]).sort(a),u=t[1-n][r],h=u.concat(c),p=[],f=0;f<c.length;f++)void 0!==c[f].yLabelMid&&p.push(c[f]);for(g=!1,f=0;n&&f<u.length;f++)if(void 0!==u[f].yLabelMid){g=u[f];break}for(f=0;f<p.length;f++){var x=f&&p[f-1];g&&!f&&(x=g),y(p[f],x)}}}(m,p),function(t,e){t.each((function(t){var r=n.select(this);if(t.labelExtraX||t.labelExtraY){var a=r.select(\"g.slicetext text\");t.transform.targetX+=t.labelExtraX,t.transform.targetY+=t.labelExtraY,a.attr(\"transform\",l.getTextTransform(t.transform));var i=t.cxFinal+t.pxmid[0],s=\"M\"+i+\",\"+(t.cyFinal+t.pxmid[1]),c=(t.yLabelMax-t.yLabelMin)*(t.pxmid[0]<0?-1:1)/4;if(t.labelExtraX){var u=t.labelExtraX*t.pxmid[1]/t.pxmid[0],h=t.yLabelMid+t.labelExtraY-(t.cyFinal+t.pxmid[1]);Math.abs(u)>Math.abs(h)?s+=\"l\"+h*t.pxmid[0]/t.pxmid[1]+\",\"+h+\"H\"+(i+t.labelExtraX+c):s+=\"l\"+t.labelExtraX+\",\"+u+\"v\"+(h-u)+\"h\"+c}else s+=\"V\"+(t.yLabelMid+t.labelExtraY)+\"h\"+c;l.ensureSingle(r,\"path\",\"textline\").call(o.stroke,e.outsidetextfont.color).attr({\"stroke-width\":Math.min(2,e.outsidetextfont.size/8),d:s,fill:\"none\"})}else r.select(\"path.textline\").remove()}))}(g,p),x&&p.automargin){var w=s.bBox(u.node()),T=p.domain,k=i.w*(T.x[1]-T.x[0]),M=i.h*(T.y[1]-T.y[0]),A=(.5*k-f.r)/i.w,C=(.5*M-f.r)/i.h;a.autoMargin(t,\"pie.\"+p.uid+\".automargin\",{xl:T.x[0]-A,xr:T.x[1]+A,yb:T.y[0]-C,yt:T.y[1]+C,l:Math.max(f.cx-f.r-w.left,0),r:Math.max(w.right-(f.cx+f.r),0),b:Math.max(w.bottom-(f.cy+f.r),0),t:Math.max(f.cy-f.r-w.top,0),pad:5})}}))}));setTimeout((function(){u.selectAll(\"tspan\").each((function(){var t=n.select(this);t.attr(\"dy\")&&t.attr(\"dy\",t.attr(\"dy\"))}))}),0)},formatSliceLabel:z,transformInsideText:b,determineInsideTextFont:y,positionTitleOutside:E,prerenderTitles:x,layoutAreas:P,attachFxHandlers:v,computeTransform:O}},{\"../../components/color\":602,\"../../components/drawing\":624,\"../../components/fx\":642,\"../../lib\":735,\"../../lib/svg_text_utils\":759,\"../../plots/plots\":846,\"../bar/constants\":878,\"../bar/uniform_text\":892,\"./event_data\":1118,\"./helpers\":1119,d3:165}],1124:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"./style_one\"),i=t(\"../bar/uniform_text\").resizeText;e.exports=function(t){var e=t._fullLayout._pielayer.selectAll(\".trace\");i(t,e,\"pie\"),e.each((function(t){var e=t[0].trace,r=n.select(this);r.style({opacity:e.opacity}),r.selectAll(\"path.surface\").each((function(t){n.select(this).call(a,t,e)}))}))}},{\"../bar/uniform_text\":892,\"./style_one\":1125,d3:165}],1125:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),a=t(\"./helpers\").castOption;e.exports=function(t,e,r){var i=r.marker.line,o=a(i.color,e.pts)||n.defaultLine,s=a(i.width,e.pts)||0;t.style(\"stroke-width\",s).call(n.fill,e.color).call(n.stroke,o)}},{\"../../components/color\":602,\"./helpers\":1119}],1126:[function(t,e,r){\"use strict\";var n=t(\"../scatter/attributes\");e.exports={x:n.x,y:n.y,xy:{valType:\"data_array\",editType:\"calc\"},indices:{valType:\"data_array\",editType:\"calc\"},xbounds:{valType:\"data_array\",editType:\"calc\"},ybounds:{valType:\"data_array\",editType:\"calc\"},text:n.text,marker:{color:{valType:\"color\",arrayOk:!1,editType:\"calc\"},opacity:{valType:\"number\",min:0,max:1,dflt:1,arrayOk:!1,editType:\"calc\"},blend:{valType:\"boolean\",dflt:null,editType:\"calc\"},sizemin:{valType:\"number\",min:.1,max:2,dflt:.5,editType:\"calc\"},sizemax:{valType:\"number\",min:.1,dflt:20,editType:\"calc\"},border:{color:{valType:\"color\",arrayOk:!1,editType:\"calc\"},arearatio:{valType:\"number\",min:0,max:1,dflt:0,editType:\"calc\"},editType:\"calc\"},editType:\"calc\"},transforms:void 0}},{\"../scatter/attributes\":1140}],1127:[function(t,e,r){\"use strict\";var n=t(\"gl-pointcloud2d\"),a=t(\"../../lib/str2rgbarray\"),i=t(\"../../plots/cartesian/autorange\").findExtremes,o=t(\"../scatter/get_trace_color\");function s(t,e){this.scene=t,this.uid=e,this.type=\"pointcloud\",this.pickXData=[],this.pickYData=[],this.xData=[],this.yData=[],this.textLabels=[],this.color=\"rgb(0, 0, 0)\",this.name=\"\",this.hoverinfo=\"all\",this.idToIndex=new Int32Array(0),this.bounds=[0,0,0,0],this.pointcloudOptions={positions:new Float32Array(0),idToIndex:this.idToIndex,sizemin:.5,sizemax:12,color:[0,0,0,1],areaRatio:1,borderColor:[0,0,0,1]},this.pointcloud=n(t.glplot,this.pointcloudOptions),this.pointcloud._trace=this}var l=s.prototype;l.handlePick=function(t){var e=this.idToIndex[t.pointId];return{trace:this,dataCoord:t.dataCoord,traceCoord:this.pickXYData?[this.pickXYData[2*e],this.pickXYData[2*e+1]]:[this.pickXData[e],this.pickYData[e]],textLabel:Array.isArray(this.textLabels)?this.textLabels[e]:this.textLabels,color:this.color,name:this.name,pointIndex:e,hoverinfo:this.hoverinfo}},l.update=function(t){this.index=t.index,this.textLabels=t.text,this.name=t.name,this.hoverinfo=t.hoverinfo,this.bounds=[1/0,1/0,-1/0,-1/0],this.updateFast(t),this.color=o(t,{})},l.updateFast=function(t){var e,r,n,o,s,l,c=this.xData=this.pickXData=t.x,u=this.yData=this.pickYData=t.y,h=this.pickXYData=t.xy,f=t.xbounds&&t.ybounds,p=t.indices,d=this.bounds;if(h){if(n=h,e=h.length>>>1,f)d[0]=t.xbounds[0],d[2]=t.xbounds[1],d[1]=t.ybounds[0],d[3]=t.ybounds[1];else for(l=0;l<e;l++)o=n[2*l],s=n[2*l+1],o<d[0]&&(d[0]=o),o>d[2]&&(d[2]=o),s<d[1]&&(d[1]=s),s>d[3]&&(d[3]=s);if(p)r=p;else for(r=new Int32Array(e),l=0;l<e;l++)r[l]=l}else for(e=c.length,n=new Float32Array(2*e),r=new 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t.pointNumber})).nodes(y).links(x);var _,w,T,k=a();for(var M in a.nodePadding()<p&&h.warn(\"node.pad was reduced to \",a.nodePadding(),\" to fit within the figure.\"),o._groupLookup){var A,S=parseInt(o._groupLookup[M]);for(_=0;_<k.nodes.length;_++)if(k.nodes[_].pointNumber===S){A=k.nodes[_];break}if(A){var E={pointNumber:parseInt(M),x0:A.x0,x1:A.x1,y0:A.y0,y1:A.y1,partOfGroup:!0,sourceLinks:[],targetLinks:[]};k.nodes.unshift(E),A.childrenNodes.unshift(E)}}if(function(){for(_=0;_<k.nodes.length;_++){var t,e,r=k.nodes[_],n={};for(w=0;w<r.targetLinks.length;w++)t=(e=r.targetLinks[w]).source.pointNumber+\":\"+e.target.pointNumber,n.hasOwnProperty(t)||(n[t]=[]),n[t].push(e);var a=Object.keys(n);for(w=0;w<a.length;w++){var o=n[t=a[w]],s=0,l={};for(T=0;T<o.length;T++)l[(e=o[T]).label]||(l[e.label]=0),l[e.label]+=e.value,s+=e.value;for(T=0;T<o.length;T++)(e=o[T]).flow={value:s,labelConcentration:l[e.label]/s,concentration:e.value/s,links:o},e.concentrationscale&&(e.color=i(e.concentrationscale(e.flow.labelConcentration)))}var c=0;for(w=0;w<r.sourceLinks.length;w++)c+=r.sourceLinks[w].value;for(w=0;w<r.sourceLinks.length;w++)(e=r.sourceLinks[w]).concentrationOut=e.value/c;var u=0;for(w=0;w<r.targetLinks.length;w++)u+=r.targetLinks[w].value;for(w=0;w<r.targetLinks.length;w++)(e=r.targetLinks[w]).concenrationIn=e.value/u}}(),s.node.x.length&&s.node.y.length){for(_=0;_<Math.min(s.node.x.length,s.node.y.length,k.nodes.length);_++)if(s.node.x[_]&&s.node.y[_]){var C=[s.node.x[_]*m,s.node.y[_]*v];k.nodes[_].x0=C[0]-d/2,k.nodes[_].x1=C[0]+d/2;var L=k.nodes[_].y1-k.nodes[_].y0;k.nodes[_].y0=C[1]-L/2,k.nodes[_].y1=C[1]+L/2}if(\"snap\"===s.arrangement)!function(t){t.forEach((function(t){var e,r,n,a=0,i=t.length;for(t.sort((function(t,e){return t.y0-e.y0})),n=0;n<i;++n)(e=t[n]).y0>=a||(r=a-e.y0)>1e-6&&(e.y0+=r,e.y1+=r),a=e.y1+p}))}(function(t){var e,r,n=t.map((function(t,e){return{x0:t.x0,index:e}})).sort((function(t,e){return t.x0-e.x0})),a=[],i=-1,o=-1/0;for(_=0;_<n.length;_++){var s=t[n[_].index];s.x0>o+d&&(i+=1,e=s.x0),o=s.x0,a[i]||(a[i]=[]),a[i].push(s),r=e-s.x0,s.x0+=r,s.x1+=r}return a}(y=k.nodes));a.update(k)}return{circular:b,key:r,trace:s,guid:h.randstr(),horizontal:f,width:m,height:v,nodePad:s.node.pad,nodeLineColor:s.node.line.color,nodeLineWidth:s.node.line.width,linkLineColor:s.link.line.color,linkLineWidth:s.link.line.width,valueFormat:s.valueformat,valueSuffix:s.valuesuffix,textFont:s.textfont,translateX:u.x[0]*t.width+t.margin.l,translateY:t.height-u.y[1]*t.height+t.margin.t,dragParallel:f?v:m,dragPerpendicular:f?m:v,arrangement:s.arrangement,sankey:a,graph:k,forceLayouts:{},interactionState:{dragInProgress:!1,hovered:!1}}}function x(t,e,r){var n=i(e.color),a=e.source.label+\"|\"+e.target.label+\"__\"+r;return e.trace=t.trace,e.curveNumber=t.trace.index,{circular:t.circular,key:a,traceId:t.key,pointNumber:e.pointNumber,link:e,tinyColorHue:o.tinyRGB(n),tinyColorAlpha:n.getAlpha(),linkPath:b,linkLineColor:t.linkLineColor,linkLineWidth:t.linkLineWidth,valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,parent:t,interactionState:t.interactionState,flow:e.flow}}function b(){return function(t){if(t.link.circular)return e=t.link,r=e.width/2,n=e.circularPathData,\"top\"===e.circularLinkType?\"M \"+n.targetX+\" \"+(n.targetY+r)+\" L\"+n.rightInnerExtent+\" \"+(n.targetY+r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 1 \"+(n.rightFullExtent-r)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 1 \"+n.rightInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 1 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 0 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+n.rightInnerExtent+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 0 \"+(n.rightFullExtent+r)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 0 \"+n.rightInnerExtent+\" \"+(n.targetY-r)+\"L\"+n.targetX+\" \"+(n.targetY-r)+\"Z\":\"M \"+n.targetX+\" \"+(n.targetY-r)+\" L\"+n.rightInnerExtent+\" \"+(n.targetY-r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 0 \"+(n.rightFullExtent-r)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 0 \"+n.rightInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 0 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 1 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+n.rightInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 1 \"+(n.rightFullExtent+r)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 1 \"+n.rightInnerExtent+\" \"+(n.targetY+r)+\"L\"+n.targetX+\" \"+(n.targetY+r)+\"Z\";var e,r,n,a=t.link.source.x1,i=t.link.target.x0,o=m(a,i),s=o(.5),l=o(.5),c=t.link.y0-t.link.width/2,u=t.link.y0+t.link.width/2,h=t.link.y1-t.link.width/2,f=t.link.y1+t.link.width/2;return\"M\"+a+\",\"+c+\"C\"+s+\",\"+c+\" \"+l+\",\"+h+\" \"+i+\",\"+h+\"L\"+i+\",\"+f+\"C\"+l+\",\"+f+\" \"+s+\",\"+u+\" \"+a+\",\"+u+\"Z\"}}function _(t,e){var r=i(e.color),a=n.nodePadAcross,s=t.nodePad/2;e.dx=e.x1-e.x0,e.dy=e.y1-e.y0;var l=e.dx,c=Math.max(.5,e.dy),u=\"node_\"+e.pointNumber;return e.group&&(u=h.randstr()),e.trace=t.trace,e.curveNumber=t.trace.index,{index:e.pointNumber,key:u,partOfGroup:e.partOfGroup||!1,group:e.group,traceId:t.key,trace:t.trace,node:e,nodePad:t.nodePad,nodeLineColor:t.nodeLineColor,nodeLineWidth:t.nodeLineWidth,textFont:t.textFont,size:t.horizontal?t.height:t.width,visibleWidth:Math.ceil(l),visibleHeight:c,zoneX:-a,zoneY:-s,zoneWidth:l+2*a,zoneHeight:c+2*s,labelY:t.horizontal?e.dy/2+1:e.dx/2+1,left:1===e.originalLayer,sizeAcross:t.width,forceLayouts:t.forceLayouts,horizontal:t.horizontal,darkBackground:r.getBrightness()<=128,tinyColorHue:o.tinyRGB(r),tinyColorAlpha:r.getAlpha(),valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,graph:t.graph,arrangement:t.arrangement,uniqueNodeLabelPathId:[t.guid,t.key,u].join(\"_\"),interactionState:t.interactionState,figure:t}}function w(t){t.attr(\"transform\",(function(t){return\"translate(\"+t.node.x0.toFixed(3)+\", \"+t.node.y0.toFixed(3)+\")\"}))}function T(t){t.call(w)}function k(t,e){t.call(T),e.attr(\"d\",b())}function M(t){t.attr(\"width\",(function(t){return t.node.x1-t.node.x0})).attr(\"height\",(function(t){return t.visibleHeight}))}function A(t){return t.link.width>1||t.linkLineWidth>0}function S(t){return\"translate(\"+t.translateX+\",\"+t.translateY+\")\"+(t.horizontal?\"matrix(1 0 0 1 0 0)\":\"matrix(0 1 1 0 0 0)\")}function E(t){return\"translate(\"+(t.horizontal?0:t.labelY)+\" \"+(t.horizontal?t.labelY:0)+\")\"}function C(t){return a.svg.line()([[t.horizontal?t.left?-t.sizeAcross:t.visibleWidth+n.nodeTextOffsetHorizontal:n.nodeTextOffsetHorizontal,0],[t.horizontal?t.left?-n.nodeTextOffsetHorizontal:t.sizeAcross:t.visibleHeight-n.nodeTextOffsetHorizontal,0]])}function L(t){return t.horizontal?\"matrix(1 0 0 1 0 0)\":\"matrix(0 1 1 0 0 0)\"}function P(t){return t.horizontal?\"scale(1 1)\":\"scale(-1 1)\"}function I(t){return t.darkBackground&&!t.horizontal?\"rgb(255,255,255)\":\"rgb(0,0,0)\"}function z(t){return t.horizontal&&t.left?\"100%\":\"0%\"}function O(t,e,r){t.on(\".basic\",null).on(\"mouseover.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.hover(this,t,e),t.interactionState.hovered=[this,t])})).on(\"mousemove.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.follow(this,t),t.interactionState.hovered=[this,t])})).on(\"mouseout.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.unhover(this,t,e),t.interactionState.hovered=!1)})).on(\"click.basic\",(function(t){t.interactionState.hovered&&(r.unhover(this,t,e),t.interactionState.hovered=!1),t.interactionState.dragInProgress||t.partOfGroup||r.select(this,t,e)}))}function D(t,e,r,i){var o=a.behavior.drag().origin((function(t){return{x:t.node.x0+t.visibleWidth/2,y:t.node.y0+t.visibleHeight/2}})).on(\"dragstart\",(function(a){if(\"fixed\"!==a.arrangement&&(h.ensureSingle(i._fullLayout._infolayer,\"g\",\"dragcover\",(function(t){i._fullLayout._dragCover=t})),h.raiseToTop(this),a.interactionState.dragInProgress=a.node,F(a.node),a.interactionState.hovered&&(r.nodeEvents.unhover.apply(0,a.interactionState.hovered),a.interactionState.hovered=!1),\"snap\"===a.arrangement)){var o=a.traceId+\"|\"+a.key;a.forceLayouts[o]?a.forceLayouts[o].alpha(1):function(t,e,r,a){!function(t){for(var e=0;e<t.length;e++)t[e].y=(t[e].y0+t[e].y1)/2,t[e].x=(t[e].x0+t[e].x1)/2}(r.graph.nodes);var i=r.graph.nodes.filter((function(t){return t.originalX===r.node.originalX})).filter((function(t){return!t.partOfGroup}));r.forceLayouts[e]=u.forceSimulation(i).alphaDecay(0).force(\"collide\",u.forceCollide().radius((function(t){return t.dy/2+r.nodePad/2})).strength(1).iterations(n.forceIterations)).force(\"constrain\",function(t,e,r,a){return function(){for(var t=0,i=0;i<r.length;i++){var o=r[i];o===a.interactionState.dragInProgress?(o.x=o.lastDraggedX,o.y=o.lastDraggedY):(o.vx=(o.originalX-o.x)/n.forceTicksPerFrame,o.y=Math.min(a.size-o.dy/2,Math.max(o.dy/2,o.y))),t=Math.max(t,Math.abs(o.vx),Math.abs(o.vy))}!a.interactionState.dragInProgress&&t<.1&&a.forceLayouts[e].alpha()>0&&a.forceLayouts[e].alpha(0)}}(0,e,i,r)).stop()}(0,o,a),function(t,e,r,a,i){window.requestAnimationFrame((function o(){var s;for(s=0;s<n.forceTicksPerFrame;s++)r.forceLayouts[a].tick();if(function(t){for(var e=0;e<t.length;e++)t[e].y0=t[e].y-t[e].dy/2,t[e].y1=t[e].y0+t[e].dy,t[e].x0=t[e].x-t[e].dx/2,t[e].x1=t[e].x0+t[e].dx}(r.graph.nodes),r.sankey.update(r.graph),k(t.filter(B(r)),e),r.forceLayouts[a].alpha()>0)window.requestAnimationFrame(o);else{var l=r.node.originalX;r.node.x0=l-r.visibleWidth/2,r.node.x1=l+r.visibleWidth/2,R(r,i)}}))}(t,e,a,o,i)}})).on(\"drag\",(function(r){if(\"fixed\"!==r.arrangement){var n=a.event.x,i=a.event.y;\"snap\"===r.arrangement?(r.node.x0=n-r.visibleWidth/2,r.node.x1=n+r.visibleWidth/2,r.node.y0=i-r.visibleHeight/2,r.node.y1=i+r.visibleHeight/2):(\"freeform\"===r.arrangement&&(r.node.x0=n-r.visibleWidth/2,r.node.x1=n+r.visibleWidth/2),i=Math.max(0,Math.min(r.size-r.visibleHeight/2,i)),r.node.y0=i-r.visibleHeight/2,r.node.y1=i+r.visibleHeight/2),F(r.node),\"snap\"!==r.arrangement&&(r.sankey.update(r.graph),k(t.filter(B(r)),e))}})).on(\"dragend\",(function(t){if(\"fixed\"!==t.arrangement){t.interactionState.dragInProgress=!1;for(var e=0;e<t.node.childrenNodes.length;e++)t.node.childrenNodes[e].x=t.node.x,t.node.childrenNodes[e].y=t.node.y;\"snap\"!==t.arrangement&&R(t,i)}}));t.on(\".drag\",null).call(o)}function R(t,e){for(var r=[],n=[],a=0;a<t.graph.nodes.length;a++){var i=(t.graph.nodes[a].x0+t.graph.nodes[a].x1)/2,o=(t.graph.nodes[a].y0+t.graph.nodes[a].y1)/2;r.push(i/t.figure.width),n.push(o/t.figure.height)}v.call(\"_guiRestyle\",e,{\"node.x\":[r],\"node.y\":[n]},t.trace.index).then((function(){e._fullLayout._dragCover&&e._fullLayout._dragCover.remove()}))}function F(t){t.lastDraggedX=t.x0+t.dx/2,t.lastDraggedY=t.y0+t.dy/2}function B(t){return function(e){return e.node.originalX===t.node.originalX}}e.exports=function(t,e,r,l,c){var u=!1;h.ensureSingle(t._fullLayout._infolayer,\"g\",\"first-render\",(function(){u=!0}));var f=t._fullLayout._dragCover,m=r.filter((function(t){return g(t).trace.visible})).map(y.bind(null,l)),v=e.selectAll(\".\"+n.cn.sankey).data(m,p);v.exit().remove(),v.enter().append(\"g\").classed(n.cn.sankey,!0).style(\"box-sizing\",\"content-box\").style(\"position\",\"absolute\").style(\"left\",0).style(\"shape-rendering\",\"geometricPrecision\").style(\"pointer-events\",\"auto\").attr(\"transform\",S),v.each((function(e,r){t._fullData[r]._sankey=e;var n=\"bgsankey-\"+e.trace.uid+\"-\"+r;h.ensureSingle(t._fullLayout._draggers,\"rect\",n),t._fullData[r]._bgRect=a.select(\".\"+n),t._fullData[r]._bgRect.style(\"pointer-events\",\"all\").attr(\"width\",e.width).attr(\"height\",e.height).attr(\"x\",e.translateX).attr(\"y\",e.translateY).classed(\"bgsankey\",!0).style({fill:\"transparent\",\"stroke-width\":0})})),v.transition().ease(n.ease).duration(n.duration).attr(\"transform\",S);var T=v.selectAll(\".\"+n.cn.sankeyLinks).data(d,p);T.enter().append(\"g\").classed(n.cn.sankeyLinks,!0).style(\"fill\",\"none\");var k=T.selectAll(\".\"+n.cn.sankeyLink).data((function(t){return t.graph.links.filter((function(t){return t.value})).map(x.bind(null,t))}),p);k.enter().append(\"path\").classed(n.cn.sankeyLink,!0).call(O,v,c.linkEvents),k.style(\"stroke\",(function(t){return A(t)?o.tinyRGB(i(t.linkLineColor)):t.tinyColorHue})).style(\"stroke-opacity\",(function(t){return A(t)?o.opacity(t.linkLineColor):t.tinyColorAlpha})).style(\"fill\",(function(t){return t.tinyColorHue})).style(\"fill-opacity\",(function(t){return t.tinyColorAlpha})).style(\"stroke-width\",(function(t){return A(t)?t.linkLineWidth:1})).attr(\"d\",b()),k.style(\"opacity\",(function(){return t._context.staticPlot||u||f?1:0})).transition().ease(n.ease).duration(n.duration).style(\"opacity\",1),k.exit().transition().ease(n.ease).duration(n.duration).style(\"opacity\",0).remove();var R=v.selectAll(\".\"+n.cn.sankeyNodeSet).data(d,p);R.enter().append(\"g\").classed(n.cn.sankeyNodeSet,!0),R.style(\"cursor\",(function(t){switch(t.arrangement){case\"fixed\":return\"default\";case\"perpendicular\":return\"ns-resize\";default:return\"move\"}}));var F=R.selectAll(\".\"+n.cn.sankeyNode).data((function(t){var e=t.graph.nodes;return function(t){var e,r=[];for(e=0;e<t.length;e++)t[e].originalX=(t[e].x0+t[e].x1)/2,t[e].originalY=(t[e].y0+t[e].y1)/2,-1===r.indexOf(t[e].originalX)&&r.push(t[e].originalX);for(r.sort((function(t,e){return t-e})),e=0;e<t.length;e++)t[e].originalLayerIndex=r.indexOf(t[e].originalX),t[e].originalLayer=t[e].originalLayerIndex/(r.length-1)}(e),e.map(_.bind(null,t))}),p);F.enter().append(\"g\").classed(n.cn.sankeyNode,!0).call(w).style(\"opacity\",(function(e){return!t._context.staticPlot&&!u||e.partOfGroup?0:1})),F.call(O,v,c.nodeEvents).call(D,k,c,t),F.transition().ease(n.ease).duration(n.duration).call(w).style(\"opacity\",(function(t){return 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i}(t,e,h,u)){h(\"text\"),h(\"hovertext\"),h(\"hovertemplate\"),h(\"mode\"),i.hasLines(e)&&(h(\"connectgaps\"),s(t,e,r,u,h)),i.hasMarkers(e)&&o(t,e,r,u,h,{noSelect:!0}),i.hasText(e)&&(h(\"texttemplate\"),l(t,e,u,h,{noSelect:!0}));var f=(e.line||{}).color,p=(e.marker||{}).color;h(\"surfaceaxis\")>=0&&h(\"surfacecolor\",f||p);for(var d=[\"x\",\"y\",\"z\"],g=0;g<3;++g){var m=\"projection.\"+d[g];h(m+\".show\")&&(h(m+\".opacity\"),h(m+\".scale\"))}var v=n.getComponentMethod(\"errorbars\",\"supplyDefaults\");v(t,e,f||p||r,{axis:\"z\"}),v(t,e,f||p||r,{axis:\"y\",inherit:\"z\"}),v(t,e,f||p||r,{axis:\"x\",inherit:\"z\"})}else e.visible=!1}},{\"../../lib\":735,\"../../registry\":866,\"../scatter/line_defaults\":1153,\"../scatter/marker_defaults\":1159,\"../scatter/subtypes\":1164,\"../scatter/text_defaults\":1165,\"./attributes\":1167}],1172:[function(t,e,r){\"use 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n=t(\"../../lib\"),a=t(\"../scatter/constants\"),i=t(\"../scatter/subtypes\"),o=t(\"../scatter/marker_defaults\"),s=t(\"../scatter/line_defaults\"),l=t(\"../scatter/line_shape_defaults\"),c=t(\"../scatter/text_defaults\"),u=t(\"../scatter/fillcolor_defaults\"),h=t(\"./attributes\");e.exports=function(t,e,r,f){function p(r,a){return n.coerce(t,e,h,r,a)}p(\"carpet\"),e.xaxis=\"x\",e.yaxis=\"y\";var d=p(\"a\"),g=p(\"b\"),m=Math.min(d.length,g.length);if(m){e._length=m,p(\"text\"),p(\"texttemplate\"),p(\"hovertext\"),p(\"mode\",m<a.PTS_LINESONLY?\"lines+markers\":\"lines\"),i.hasLines(e)&&(s(t,e,r,f,p),l(t,e,p),p(\"connectgaps\")),i.hasMarkers(e)&&o(t,e,r,f,p,{gradient:!0}),i.hasText(e)&&c(t,e,f,p);var v=[];(i.hasMarkers(e)||i.hasText(e))&&(p(\"marker.maxdisplayed\"),v.push(\"points\")),p(\"fill\"),\"none\"!==e.fill&&(u(t,e,r,p),i.hasLines(e)||l(t,e,p)),\"tonext\"!==e.fill&&\"toself\"!==e.fill||v.push(\"fills\"),\"fills\"!==p(\"hoveron\",v.join(\"+\")||\"points\")&&p(\"hovertemplate\"),n.coerceSelectionMarkerOpacity(e,p)}else e.visible=!1}},{\"../../lib\":735,\"../scatter/constants\":1144,\"../scatter/fillcolor_defaults\":1148,\"../scatter/line_defaults\":1153,\"../scatter/line_shape_defaults\":1155,\"../scatter/marker_defaults\":1159,\"../scatter/subtypes\":1164,\"../scatter/text_defaults\":1165,\"./attributes\":1173}],1176:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,a){var i=n[a];return t.a=i.a,t.b=i.b,t.y=i.y,t}},{}],1177:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r={},n=e._carpet,a=n.ab2ij([t.a,t.b]),i=Math.floor(a[0]),o=a[0]-i,s=Math.floor(a[1]),l=a[1]-s,c=n.evalxy([],i,s,o,l);return r.yLabel=c[1].toFixed(3),r}},{}],1178:[function(t,e,r){\"use 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n=t(\"../scatter/plot\"),a=t(\"../../plots/cartesian/axes\"),i=t(\"../../components/drawing\");e.exports=function(t,e,r,o){var s,l,c,u=r[0][0].carpet,h={xaxis:a.getFromId(t,u.xaxis||\"x\"),yaxis:a.getFromId(t,u.yaxis||\"y\"),plot:e.plot};for(n(t,h,r,o),s=0;s<r.length;s++)l=r[s][0].trace,c=o.selectAll(\"g.trace\"+l.uid+\" .js-line\"),i.setClipUrl(c,r[s][0].carpet._clipPathId,t)}},{\"../../components/drawing\":624,\"../../plots/cartesian/axes\":783,\"../scatter/plot\":1160}],1181:[function(t,e,r){\"use strict\";var n=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../../plots/template_attributes\").texttemplateAttrs,i=t(\"../scatter/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../components/colorscale/attributes\"),l=t(\"../../components/drawing/attributes\").dash,c=t(\"../../lib/extend\").extendFlat,u=t(\"../../plot_api/edit_types\").overrideAll,h=i.marker,f=i.line,p=h.line;e.exports=u({lon:{valType:\"data_array\"},lat:{valType:\"data_array\"},locations:{valType:\"data_array\"},locationmode:{valType:\"enumerated\",values:[\"ISO-3\",\"USA-states\",\"country 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m=h(\"lon\")||[],v=h(\"lat\")||[];f=Math.min(m.length,v.length)}f?(e._length=f,h(\"text\"),h(\"hovertext\"),h(\"hovertemplate\"),h(\"mode\"),a.hasLines(e)&&(o(t,e,r,u,h),h(\"connectgaps\")),a.hasMarkers(e)&&i(t,e,r,u,h,{gradient:!0}),a.hasText(e)&&(h(\"texttemplate\"),s(t,e,u,h)),h(\"fill\"),\"none\"!==e.fill&&l(t,e,r,h),n.coerceSelectionMarkerOpacity(e,h)):e.visible=!1}},{\"../../lib\":735,\"../scatter/fillcolor_defaults\":1148,\"../scatter/line_defaults\":1153,\"../scatter/marker_defaults\":1159,\"../scatter/subtypes\":1164,\"../scatter/text_defaults\":1165,\"./attributes\":1181}],1184:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,a){t.lon=e.lon,t.lat=e.lat,t.location=e.loc?e.loc:null;var i=n[a];return i.fIn&&i.fIn.properties&&(t.properties=i.fIn.properties),t}},{}],1185:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\");e.exports=function(t,e,r){var a={},i=r[e.geo]._subplot.mockAxis,o=t.lonlat;return 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t.lonLabel=b.lonLabel,t.latLabel=b.latLabel,t.color=i(c,g),t.extraText=function(t,e,r,n){if(t.hovertemplate)return;var a=e.hi||t.hoverinfo,i=\"all\"===a?s.hoverinfo.flags:a.split(\"+\"),l=-1!==i.indexOf(\"location\")&&Array.isArray(t.locations),c=-1!==i.indexOf(\"lon\"),u=-1!==i.indexOf(\"lat\"),h=-1!==i.indexOf(\"text\"),f=[];function p(t){return t+\"\\xb0\"}l?f.push(e.loc):c&&u?f.push(\"(\"+p(r.lonLabel)+\", \"+p(r.latLabel)+\")\"):c?f.push(n.lon+p(r.lonLabel)):u&&f.push(n.lat+p(r.latLabel));h&&o(e,t,f);return f.join(\"<br>\")}(c,g,t,l[0].t.labels),t.hovertemplate=c.hovertemplate,[t]}}},{\"../../components/fx\":642,\"../../constants/numerical\":711,\"../../lib\":735,\"../scatter/get_trace_color\":1150,\"./attributes\":1181}],1187:[function(t,e,r){\"use 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n=t(\"../../plots/attributes\"),a=t(\"../scatter/attributes\"),i=t(\"../../components/colorscale/attributes\"),o=t(\"../../lib/extend\").extendFlat,s=t(\"../../plot_api/edit_types\").overrideAll,l=t(\"./constants\").DASHES,c=a.line,u=a.marker,h=u.line,f=e.exports=s({x:a.x,x0:a.x0,dx:a.dx,y:a.y,y0:a.y0,dy:a.dy,text:a.text,hovertext:a.hovertext,textposition:a.textposition,textfont:a.textfont,mode:{valType:\"flaglist\",flags:[\"lines\",\"markers\",\"text\"],extras:[\"none\"]},line:{color:c.color,width:c.width,shape:{valType:\"enumerated\",values:[\"linear\",\"hv\",\"vh\",\"hvh\",\"vhv\"],dflt:\"linear\",editType:\"plot\"},dash:{valType:\"enumerated\",values:Object.keys(l),dflt:\"solid\"}},marker:o({},i(\"marker\"),{symbol:u.symbol,size:u.size,sizeref:u.sizeref,sizemin:u.sizemin,sizemode:u.sizemode,opacity:u.opacity,colorbar:u.colorbar,line:o({},i(\"marker.line\"),{width:h.width})}),connectgaps:a.connectgaps,fill:o({},a.fill,{dflt:\"none\"}),fillcolor:a.fillcolor,selected:{marker:a.selected.marker,textfont:a.selected.textfont},unselected:{marker:a.unselected.marker,textfont:a.unselected.textfont},opacity:n.opacity},\"calc\",\"nested\");f.x.editType=f.y.editType=f.x0.editType=f.y0.editType=\"calc+clearAxisTypes\",f.hovertemplate=a.hovertemplate,f.texttemplate=a.texttemplate},{\"../../components/colorscale/attributes\":609,\"../../lib/extend\":726,\"../../plot_api/edit_types\":766,\"../../plots/attributes\":780,\"../scatter/attributes\":1140,\"./constants\":1193}],1192:[function(t,e,r){\"use 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n;if(h.hasText(e)&&(n.text=y(t,e),n.textSel=_(t,e,e.selected),n.textUnsel=_(t,e,e.unselected)),h.hasMarkers(e)&&(n.marker=x(e),n.markerSel=b(e,e.selected),n.markerUnsel=b(e,e.unselected),!e.unselected&&s.isArrayOrTypedArray(e.marker.opacity))){var a=e.marker.opacity;for(n.markerUnsel.opacity=new Array(a.length),r=0;r<a.length;r++)n.markerUnsel.opacity[r]=g*a[r]}if(h.hasLines(e)){n.line={overlay:!0,thickness:e.line.width,color:e.line.color,opacity:e.opacity};var i=(d.DASHES[e.line.dash]||[1]).slice();for(r=0;r<i.length;++r)i[r]*=e.line.width;n.line.dashes=i}return e.error_x&&e.error_x.visible&&(n.errorX=w(e,e.error_x)),e.error_y&&e.error_y.visible&&(n.errorY=w(e,e.error_y)),e.fill&&\"none\"!==e.fill&&(n.fill={closed:!0,fill:e.fillcolor,thickness:0}),n},markerStyle:x,markerSelection:b,linePositions:function(t,e,r){var n,a,i=r.length,o=i/2;if(h.hasLines(e)&&o)if(\"hv\"===e.line.shape){for(n=[],a=0;a<o-1;a++)isNaN(r[2*a])||isNaN(r[2*a+1])?n.push(NaN,NaN,NaN,NaN):(n.push(r[2*a],r[2*a+1]),isNaN(r[2*a+2])||isNaN(r[2*a+3])?n.push(NaN,NaN):n.push(r[2*a+2],r[2*a+1]));n.push(r[i-2],r[i-1])}else if(\"hvh\"===e.line.shape){for(n=[],a=0;a<o-1;a++)if(isNaN(r[2*a])||isNaN(r[2*a+1])||isNaN(r[2*a+2])||isNaN(r[2*a+3]))isNaN(r[2*a])||isNaN(r[2*a+1])?n.push(NaN,NaN):n.push(r[2*a],r[2*a+1]),n.push(NaN,NaN);else{var s=(r[2*a]+r[2*a+2])/2;n.push(r[2*a],r[2*a+1],s,r[2*a+1],s,r[2*a+3])}n.push(r[i-2],r[i-1])}else if(\"vhv\"===e.line.shape){for(n=[],a=0;a<o-1;a++)if(isNaN(r[2*a])||isNaN(r[2*a+1])||isNaN(r[2*a+2])||isNaN(r[2*a+3]))isNaN(r[2*a])||isNaN(r[2*a+1])?n.push(NaN,NaN):n.push(r[2*a],r[2*a+1]),n.push(NaN,NaN);else{var l=(r[2*a+1]+r[2*a+3])/2;n.push(r[2*a],r[2*a+1],r[2*a],l,r[2*a+2],l)}n.push(r[i-2],r[i-1])}else if(\"vh\"===e.line.shape){for(n=[],a=0;a<o-1;a++)isNaN(r[2*a])||isNaN(r[2*a+1])?n.push(NaN,NaN,NaN,NaN):(n.push(r[2*a],r[2*a+1]),isNaN(r[2*a+2])||isNaN(r[2*a+3])?n.push(NaN,NaN):n.push(r[2*a],r[2*a+3]));n.push(r[i-2],r[i-1])}else n=r;var c=!1;for(a=0;a<n.length;a++)if(isNaN(n[a])){c=!0;break}var u=c||n.length>d.TOO_MANY_POINTS||h.hasMarkers(e)?\"rect\":\"round\";if(c&&e.connectgaps){var f=n[0],p=n[1];for(a=0;a<n.length;a+=2)isNaN(n[a])||isNaN(n[a+1])?(n[a]=f,n[a+1]=p):(f=n[a],p=n[a+1])}return{join:u,positions:n}},errorBarPositions:function(t,e,r,a,i){var s=o.getComponentMethod(\"errorbars\",\"makeComputeError\"),l=c.getFromId(t,e.xaxis),u=c.getFromId(t,e.yaxis),h=r.length/2,f={};function p(t,a){var i=a._id.charAt(0),o=e[\"error_\"+i];if(o&&o.visible&&(\"linear\"===a.type||\"log\"===a.type)){for(var l=s(o),c={x:0,y:1}[i],u={x:[0,1,2,3],y:[2,3,0,1]}[i],p=new Float64Array(4*h),d=1/0,g=-1/0,m=0,v=0;m<h;m++,v+=4){var y=t[m];if(n(y)){var x=r[2*m+c],b=l(y,m),_=b[0],w=b[1];if(n(_)&&n(w)){var T=y-_,k=y+w;p[v+u[0]]=x-a.c2l(T),p[v+u[1]]=a.c2l(k)-x,p[v+u[2]]=0,p[v+u[3]]=0,d=Math.min(d,y-_),g=Math.max(g,y+w)}}}f[i]={positions:r,errors:p,_bnds:[d,g]}}}return p(a,l),p(i,u),f},textPosition:function(t,e,r,n){var a,i=e._length,o={};if(h.hasMarkers(e)){var s=r.font,l=r.align,c=r.baseline;for(o.offset=new Array(i),a=0;a<i;a++){var u=n.sizes?n.sizes[a]:n.size,f=Array.isArray(s)?s[a].size:s.size,p=Array.isArray(l)?l.length>1?l[a]:l[0]:l,d=Array.isArray(c)?c.length>1?c[a]:c[0]:c,g=m[p],v=m[d],y=u?u/.8+1:0,x=-v*y-.5*v;o.offset[a]=[g*y/f,x/f]}}return o}}},{\"../../components/drawing\":624,\"../../components/fx/helpers\":638,\"../../constants/interactions\":710,\"../../lib\":735,\"../../lib/gl_format_color\":732,\"../../plots/cartesian/axis_ids\":786,\"../../registry\":866,\"../scatter/make_bubble_size_func\":1157,\"../scatter/subtypes\":1164,\"./constants\":1193,\"./helpers\":1198,\"color-normalize\":122,\"fast-isnumeric\":237,\"svg-path-sdf\":533}],1195:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../registry\"),i=t(\"./helpers\"),o=t(\"./attributes\"),s=t(\"../scatter/constants\"),l=t(\"../scatter/subtypes\"),c=t(\"../scatter/xy_defaults\"),u=t(\"../scatter/marker_defaults\"),h=t(\"../scatter/line_defaults\"),f=t(\"../scatter/fillcolor_defaults\"),p=t(\"../scatter/text_defaults\");e.exports=function(t,e,r,d){function g(r,a){return n.coerce(t,e,o,r,a)}var m=!!t.marker&&i.isOpenSymbol(t.marker.symbol),v=l.isBubble(t),y=c(t,e,d,g);if(y){var x=y<s.PTS_LINESONLY?\"lines+markers\":\"lines\";g(\"text\"),g(\"hovertext\"),g(\"hovertemplate\"),g(\"mode\",x),l.hasLines(e)&&(g(\"connectgaps\"),h(t,e,r,d,g),g(\"line.shape\")),l.hasMarkers(e)&&(u(t,e,r,d,g),g(\"marker.line.width\",m||v?1:0)),l.hasText(e)&&(g(\"texttemplate\"),p(t,e,d,g));var b=(e.line||{}).color,_=(e.marker||{}).color;g(\"fill\"),\"none\"!==e.fill&&f(t,e,r,g);var w=a.getComponentMethod(\"errorbars\",\"supplyDefaults\");w(t,e,b||_||r,{axis:\"y\"}),w(t,e,b||_||r,{axis:\"x\",inherit:\"y\"}),n.coerceSelectionMarkerOpacity(e,g)}else e.visible=!1}},{\"../../lib\":735,\"../../registry\":866,\"../scatter/constants\":1144,\"../scatter/fillcolor_defaults\":1148,\"../scatter/line_defaults\":1153,\"../scatter/marker_defaults\":1159,\"../scatter/subtypes\":1164,\"../scatter/text_defaults\":1165,\"../scatter/xy_defaults\":1166,\"./attributes\":1191,\"./helpers\":1198}],1196:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../components/color\"),i=t(\"../../constants/interactions\").DESELECTDIM;e.exports={styleTextSelection:function(t){var e,r,o=t[0],s=o.trace,l=o.t,c=l._scene,u=l.index,h=c.selectBatch[u],f=c.unselectBatch[u],p=c.textOptions[u],d=c.textSelectedOptions[u]||{},g=c.textUnselectedOptions[u]||{},m=n.extendFlat({},p);if(h.length||f.length){var v=d.color,y=g.color,x=p.color,b=Array.isArray(x);for(m.color=new Array(s._length),e=0;e<h.length;e++)r=h[e],m.color[r]=v||(b?x[r]:x);for(e=0;e<f.length;e++){r=f[e];var _=b?x[r]:x;m.color[r]=y||(v?_:a.addOpacity(_,i))}}c.glText[u].update(m)}}},{\"../../components/color\":602,\"../../constants/interactions\":710,\"../../lib\":735}],1197:[function(t,e,r){\"use strict\";var n=t(\"../scatter/format_labels\");e.exports=function(t,e,r){var a=t.i;return\"x\"in t||(t.x=e._x[a]),\"y\"in t||(t.y=e._y[a]),n(t,e,r)}},{\"../scatter/format_labels\":1149}],1198:[function(t,e,r){\"use strict\";var n=t(\"./constants\");r.isOpenSymbol=function(t){return\"string\"==typeof t?n.OPEN_RE.test(t):t%200>100},r.isDotSymbol=function(t){return\"string\"==typeof t?n.DOT_RE.test(t):t>200}},{\"./constants\":1193}],1199:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),a=t(\"../../lib\"),i=t(\"../scatter/get_trace_color\");function o(t,e,r,o){var s=t.xa,l=t.ya,c=t.distance,u=t.dxy,h=t.index,f={pointNumber:h,x:e[h],y:r[h]};f.tx=Array.isArray(o.text)?o.text[h]:o.text,f.htx=Array.isArray(o.hovertext)?o.hovertext[h]:o.hovertext,f.data=Array.isArray(o.customdata)?o.customdata[h]:o.customdata,f.tp=Array.isArray(o.textposition)?o.textposition[h]:o.textposition;var p=o.textfont;p&&(f.ts=a.isArrayOrTypedArray(p.size)?p.size[h]:p.size,f.tc=Array.isArray(p.color)?p.color[h]:p.color,f.tf=Array.isArray(p.family)?p.family[h]:p.family);var d=o.marker;d&&(f.ms=a.isArrayOrTypedArray(d.size)?d.size[h]:d.size,f.mo=a.isArrayOrTypedArray(d.opacity)?d.opacity[h]:d.opacity,f.mx=a.isArrayOrTypedArray(d.symbol)?d.symbol[h]:d.symbol,f.mc=a.isArrayOrTypedArray(d.color)?d.color[h]:d.color);var g=d&&d.line;g&&(f.mlc=Array.isArray(g.color)?g.color[h]:g.color,f.mlw=a.isArrayOrTypedArray(g.width)?g.width[h]:g.width);var m=d&&d.gradient;m&&\"none\"!==m.type&&(f.mgt=Array.isArray(m.type)?m.type[h]:m.type,f.mgc=Array.isArray(m.color)?m.color[h]:m.color);var v=s.c2p(f.x,!0),y=l.c2p(f.y,!0),x=f.mrc||1,b=o.hoverlabel;b&&(f.hbg=Array.isArray(b.bgcolor)?b.bgcolor[h]:b.bgcolor,f.hbc=Array.isArray(b.bordercolor)?b.bordercolor[h]:b.bordercolor,f.hts=a.isArrayOrTypedArray(b.font.size)?b.font.size[h]:b.font.size,f.htc=Array.isArray(b.font.color)?b.font.color[h]:b.font.color,f.htf=Array.isArray(b.font.family)?b.font.family[h]:b.font.family,f.hnl=a.isArrayOrTypedArray(b.namelength)?b.namelength[h]:b.namelength);var _=o.hoverinfo;_&&(f.hi=Array.isArray(_)?_[h]:_);var w=o.hovertemplate;w&&(f.ht=Array.isArray(w)?w[h]:w);var T={};T[t.index]=f;var k=a.extendFlat({},t,{color:i(o,f),x0:v-x,x1:v+x,xLabelVal:f.x,y0:y-x,y1:y+x,yLabelVal:f.y,cd:T,distance:c,spikeDistance:u,hovertemplate:f.ht});return f.htx?k.text=f.htx:f.tx?k.text=f.tx:o.text&&(k.text=o.text),a.fillText(f,o,k),n.getComponentMethod(\"errorbars\",\"hoverInfo\")(f,o,k),k}e.exports={hoverPoints:function(t,e,r,n){var a,i,s,l,c,u,h,f,p,d=t.cd,g=d[0].t,m=d[0].trace,v=t.xa,y=t.ya,x=g.x,b=g.y,_=v.c2p(e),w=y.c2p(r),T=t.distance;if(g.tree){var k=v.p2c(_-T),M=v.p2c(_+T),A=y.p2c(w-T),S=y.p2c(w+T);a=\"x\"===n?g.tree.range(Math.min(k,M),Math.min(y._rl[0],y._rl[1]),Math.max(k,M),Math.max(y._rl[0],y._rl[1])):g.tree.range(Math.min(k,M),Math.min(A,S),Math.max(k,M),Math.max(A,S))}else a=g.ids;var E=T;if(\"x\"===n)for(c=0;c<a.length;c++)s=x[a[c]],(u=Math.abs(v.c2p(s)-_))<E&&(E=u,h=y.c2p(b[a[c]])-w,p=Math.sqrt(u*u+h*h),i=a[c]);else for(c=a.length-1;c>-1;c--)s=x[a[c]],l=b[a[c]],u=v.c2p(s)-_,h=y.c2p(l)-w,(f=Math.sqrt(u*u+h*h))<E&&(E=p=f,i=a[c]);return t.index=i,t.distance=E,t.dxy=p,void 0===i?[t]:[o(t,x,b,m)]},calcHover:o}},{\"../../lib\":735,\"../../registry\":866,\"../scatter/get_trace_color\":1150}],1200:[function(t,e,r){\"use strict\";var n=t(\"./hover\");e.exports={moduleType:\"trace\",name:\"scattergl\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"gl\",\"regl\",\"cartesian\",\"symbols\",\"errorBarsOK\",\"showLegend\",\"scatter-like\"],attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),crossTraceDefaults:t(\"../scatter/cross_trace_defaults\"),colorbar:t(\"../scatter/marker_colorbar\"),formatLabels:t(\"./format_labels\"),calc:t(\"./calc\"),plot:t(\"./plot\"),hoverPoints:n.hoverPoints,selectPoints:t(\"./select\"),meta:{}}},{\"../../plots/cartesian\":796,\"../scatter/cross_trace_defaults\":1146,\"../scatter/marker_colorbar\":1158,\"./attributes\":1191,\"./calc\":1192,\"./defaults\":1195,\"./format_labels\":1197,\"./hover\":1199,\"./plot\":1201,\"./select\":1203}],1201:[function(t,e,r){\"use strict\";var n=t(\"regl-scatter2d\"),a=t(\"regl-line2d\"),i=t(\"regl-error2d\"),o=t(\"gl-text\"),s=t(\"../../lib\"),l=t(\"../../components/dragelement/helpers\").selectMode,c=t(\"../../lib/prepare_regl\"),u=t(\"../scatter/subtypes\"),h=t(\"../scatter/link_traces\"),f=t(\"./edit_style\").styleTextSelection;function p(t,e,r){var n=t._size,a=t.width,i=t.height;return[n.l+e.domain[0]*n.w,n.b+r.domain[0]*n.h,a-n.r-(1-e.domain[1])*n.w,i-n.t-(1-r.domain[1])*n.h]}e.exports=function(t,e,r){if(r.length){var d,g,m=t._fullLayout,v=e._scene,y=e.xaxis,x=e.yaxis;if(v)if(c(t,[\"ANGLE_instanced_arrays\",\"OES_element_index_uint\"])){var b=v.count,_=m._glcanvas.data()[0].regl;if(h(t,e,r),v.dirty){if(!0===v.error2d&&(v.error2d=i(_)),!0===v.line2d&&(v.line2d=a(_)),!0===v.scatter2d&&(v.scatter2d=n(_)),!0===v.fill2d&&(v.fill2d=a(_)),!0===v.glText)for(v.glText=new Array(b),d=0;d<b;d++)v.glText[d]=new o(_);if(v.glText){if(b>v.glText.length){var w=b-v.glText.length;for(d=0;d<w;d++)v.glText.push(new o(_))}else if(b<v.glText.length){var T=v.glText.length-b;v.glText.splice(b,T).forEach((function(t){t.destroy()}))}for(d=0;d<b;d++)v.glText[d].update(v.textOptions[d])}if(v.line2d&&(v.line2d.update(v.lineOptions),v.lineOptions=v.lineOptions.map((function(t){if(t&&t.positions){for(var e=t.positions,r=0;r<e.length&&(isNaN(e[r])||isNaN(e[r+1]));)r+=2;for(var n=e.length-2;n>r&&(isNaN(e[n])||isNaN(e[n+1]));)n-=2;t.positions=e.slice(r,n+2)}return t})),v.line2d.update(v.lineOptions)),v.error2d){var k=(v.errorXOptions||[]).concat(v.errorYOptions||[]);v.error2d.update(k)}v.scatter2d&&v.scatter2d.update(v.markerOptions),v.fillOrder=s.repeat(null,b),v.fill2d&&(v.fillOptions=v.fillOptions.map((function(t,e){var n=r[e];if(t&&n&&n[0]&&n[0].trace){var a,i,o=n[0],s=o.trace,l=o.t,c=v.lineOptions[e],u=[];s._ownfill&&u.push(e),s._nexttrace&&u.push(e+1),u.length&&(v.fillOrder[e]=u);var h,f,p=[],d=c&&c.positions||l.positions;if(\"tozeroy\"===s.fill){for(h=0;h<d.length&&isNaN(d[h+1]);)h+=2;for(f=d.length-2;f>h&&isNaN(d[f+1]);)f-=2;0!==d[h+1]&&(p=[d[h],0]),p=p.concat(d.slice(h,f+2)),0!==d[f+1]&&(p=p.concat([d[f],0]))}else if(\"tozerox\"===s.fill){for(h=0;h<d.length&&isNaN(d[h]);)h+=2;for(f=d.length-2;f>h&&isNaN(d[f]);)f-=2;0!==d[h]&&(p=[0,d[h+1]]),p=p.concat(d.slice(h,f+2)),0!==d[f]&&(p=p.concat([0,d[f+1]]))}else if(\"toself\"===s.fill||\"tonext\"===s.fill){for(p=[],a=0,i=0;i<d.length;i+=2)(isNaN(d[i])||isNaN(d[i+1]))&&((p=p.concat(d.slice(a,i))).push(d[a],d[a+1]),a=i+2);p=p.concat(d.slice(a)),a&&p.push(d[a],d[a+1])}else{var g=s._nexttrace;if(g){var m=v.lineOptions[e+1];if(m){var y=m.positions;if(\"tonexty\"===s.fill){for(p=d.slice(),e=Math.floor(y.length/2);e--;){var x=y[2*e],b=y[2*e+1];isNaN(x)||isNaN(b)||p.push(x,b)}t.fill=g.fillcolor}}}}if(s._prevtrace&&\"tonext\"===s._prevtrace.fill){var _=v.lineOptions[e-1].positions,w=p.length/2,T=[a=w];for(i=0;i<_.length;i+=2)(isNaN(_[i])||isNaN(_[i+1]))&&(T.push(i/2+w+1),a=i+2);p=p.concat(_),t.hole=T}return t.fillmode=s.fill,t.opacity=s.opacity,t.positions=p,t}})),v.fill2d.update(v.fillOptions))}var M=m.dragmode,A=l(M),S=m.clickmode.indexOf(\"select\")>-1;for(d=0;d<b;d++){var E=r[d][0],C=E.trace,L=E.t,P=L.index,I=C._length,z=L.x,O=L.y;if(C.selectedpoints||A||S){if(A||(A=!0),C.selectedpoints){var D=v.selectBatch[P]=s.selIndices2selPoints(C),R={};for(g=0;g<D.length;g++)R[D[g]]=1;var F=[];for(g=0;g<I;g++)R[g]||F.push(g);v.unselectBatch[P]=F}var B=L.xpx=new Array(I),N=L.ypx=new Array(I);for(g=0;g<I;g++)B[g]=y.c2p(z[g]),N[g]=x.c2p(O[g])}else L.xpx=L.ypx=null}if(A){if(v.select2d||(v.select2d=n(m._glcanvas.data()[1].regl)),v.scatter2d){var j=new Array(b);for(d=0;d<b;d++)j[d]=v.selectBatch[d].length||v.unselectBatch[d].length?v.markerUnselectedOptions[d]:{};v.scatter2d.update(j)}v.select2d&&(v.select2d.update(v.markerOptions),v.select2d.update(v.markerSelectedOptions)),v.glText&&r.forEach((function(t){var e=((t||[])[0]||{}).trace||{};u.hasText(e)&&f(t)}))}else v.scatter2d&&v.scatter2d.update(v.markerOptions);var U={viewport:p(m,y,x),range:[(y._rl||y.range)[0],(x._rl||x.range)[0],(y._rl||y.range)[1],(x._rl||x.range)[1]]},V=s.repeat(U,v.count);v.fill2d&&v.fill2d.update(V),v.line2d&&v.line2d.update(V),v.error2d&&v.error2d.update(V.concat(V)),v.scatter2d&&v.scatter2d.update(V),v.select2d&&v.select2d.update(V),v.glText&&v.glText.forEach((function(t){t.update(U)}))}else v.init()}}},{\"../../components/dragelement/helpers\":620,\"../../lib\":735,\"../../lib/prepare_regl\":748,\"../scatter/link_traces\":1156,\"../scatter/subtypes\":1164,\"./edit_style\":1196,\"gl-text\":325,\"regl-error2d\":495,\"regl-line2d\":496,\"regl-scatter2d\":497}],1202:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t,e){var r=e._scene,a={count:0,dirty:!0,lineOptions:[],fillOptions:[],markerOptions:[],markerSelectedOptions:[],markerUnselectedOptions:[],errorXOptions:[],errorYOptions:[],textOptions:[],textSelectedOptions:[],textUnselectedOptions:[],selectBatch:[],unselectBatch:[]},i={fill2d:!1,scatter2d:!1,error2d:!1,line2d:!1,glText:!1,select2d:!1};return e._scene||((r=e._scene={}).init=function(){n.extendFlat(r,i,a)},r.init(),r.update=function(t){var e=n.repeat(t,r.count);if(r.fill2d&&r.fill2d.update(e),r.scatter2d&&r.scatter2d.update(e),r.line2d&&r.line2d.update(e),r.error2d&&r.error2d.update(e.concat(e)),r.select2d&&r.select2d.update(e),r.glText)for(var a=0;a<r.count;a++)r.glText[a].update(t)},r.draw=function(){for(var t=r.count,e=r.fill2d,a=r.error2d,i=r.line2d,o=r.scatter2d,s=r.glText,l=r.select2d,c=r.selectBatch,u=r.unselectBatch,h=0;h<t;h++){if(e&&r.fillOrder[h]&&e.draw(r.fillOrder[h]),i&&r.lineOptions[h]&&i.draw(h),a&&(r.errorXOptions[h]&&a.draw(h),r.errorYOptions[h]&&a.draw(h+t)),o&&r.markerOptions[h])if(u[h].length){var f=n.repeat([],r.count);f[h]=u[h],o.draw(f)}else 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n=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../../plots/template_attributes\").texttemplateAttrs,i=t(\"../scattergeo/attributes\"),o=t(\"../scatter/attributes\"),s=t(\"../../plots/mapbox/layout_attributes\"),l=t(\"../../plots/attributes\"),c=t(\"../../components/colorscale/attributes\"),u=t(\"../../lib/extend\").extendFlat,h=t(\"../../plot_api/edit_types\").overrideAll,f=i.line,p=i.marker;e.exports=h({lon:i.lon,lat:i.lat,mode:u({},o.mode,{dflt:\"markers\"}),text:u({},o.text,{}),texttemplate:a({editType:\"plot\"},{keys:[\"lat\",\"lon\",\"text\"]}),hovertext:u({},o.hovertext,{}),line:{color:f.color,width:f.width},connectgaps:o.connectgaps,marker:u({symbol:{valType:\"string\",dflt:\"circle\",arrayOk:!0},angle:{valType:\"number\",dflt:\"auto\",arrayOk:!0},allowoverlap:{valType:\"boolean\",dflt:!1},opacity:p.opacity,size:p.size,sizeref:p.sizeref,sizemin:p.sizemin,sizemode:p.sizemode},c(\"marker\")),fill:i.fill,fillcolor:o.fillcolor,textfont:s.layers.symbol.textfont,textposition:s.layers.symbol.textposition,below:{valType:\"string\"},selected:{marker:o.selected.marker},unselected:{marker:o.unselected.marker},hoverinfo:u({},l.hoverinfo,{flags:[\"lon\",\"lat\",\"text\",\"name\"]}),hovertemplate:n()},\"calc\",\"nested\")},{\"../../components/colorscale/attributes\":609,\"../../lib/extend\":726,\"../../plot_api/edit_types\":766,\"../../plots/attributes\":780,\"../../plots/mapbox/layout_attributes\":842,\"../../plots/template_attributes\":861,\"../scatter/attributes\":1140,\"../scattergeo/attributes\":1181}],1205:[function(t,e,r){\"use 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t.tubex=t.x,t.tubey=t.y,t.tubez=t.z,t.tubeu=e.traceCoordinate[3],t.tubev=e.traceCoordinate[4],t.tubew=e.traceCoordinate[5],t.norm=e.traceCoordinate[6],t.divergence=e.traceCoordinate[7],delete t.x,delete t.y,delete t.z,t},meta:{}}},{\"../../plots/gl3d\":825,\"./attributes\":1246,\"./calc\":1247,\"./convert\":1248,\"./defaults\":1249}],1251:[function(t,e,r){\"use strict\";var 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n=t(\"../../components/color\"),a=t(\"../../components/colorscale/attributes\"),i=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../../plots/attributes\"),s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/edit_types\").overrideAll;function c(t){return{show:{valType:\"boolean\",dflt:!1},start:{valType:\"number\",dflt:null,editType:\"plot\"},end:{valType:\"number\",dflt:null,editType:\"plot\"},size:{valType:\"number\",dflt:null,min:0,editType:\"plot\"},project:{x:{valType:\"boolean\",dflt:!1},y:{valType:\"boolean\",dflt:!1},z:{valType:\"boolean\",dflt:!1}},color:{valType:\"color\",dflt:n.defaultLine},usecolormap:{valType:\"boolean\",dflt:!1},width:{valType:\"number\",min:1,max:16,dflt:2},highlight:{valType:\"boolean\",dflt:!0},highlightcolor:{valType:\"color\",dflt:n.defaultLine},highlightwidth:{valType:\"number\",min:1,max:16,dflt:2}}}var u=e.exports=l(s({z:{valType:\"data_array\"},x:{valType:\"data_array\"},y:{valType:\"data_array\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertemplate:i(),connectgaps:{valType:\"boolean\",dflt:!1,editType:\"calc\"},surfacecolor:{valType:\"data_array\"}},a(\"\",{colorAttr:\"z or surfacecolor\",showScaleDflt:!0,autoColorDflt:!1,editTypeOverride:\"calc\"}),{contours:{x:c(),y:c(),z:c()},hidesurface:{valType:\"boolean\",dflt:!1},lightposition:{x:{valType:\"number\",min:-1e5,max:1e5,dflt:10},y:{valType:\"number\",min:-1e5,max:1e5,dflt:1e4},z:{valType:\"number\",min:-1e5,max:1e5,dflt:0}},lighting:{ambient:{valType:\"number\",min:0,max:1,dflt:.8},diffuse:{valType:\"number\",min:0,max:1,dflt:.8},specular:{valType:\"number\",min:0,max:2,dflt:.05},roughness:{valType:\"number\",min:0,max:1,dflt:.5},fresnel:{valType:\"number\",min:0,max:5,dflt:.2}},opacity:{valType:\"number\",min:0,max:1,dflt:1},opacityscale:{valType:\"any\",editType:\"calc\"},_deprecated:{zauto:s({},a.zauto,{}),zmin:s({},a.zmin,{}),zmax:s({},a.zmax,{})},hoverinfo:s({},o.hoverinfo),showlegend:s({},o.showlegend,{dflt:!1})}),\"calc\",\"nested\");u.x.editType=u.y.editType=u.z.editType=\"calc+clearAxisTypes\",u.transforms=void 0},{\"../../components/color\":602,\"../../components/colorscale/attributes\":609,\"../../lib/extend\":726,\"../../plot_api/edit_types\":766,\"../../plots/attributes\":780,\"../../plots/template_attributes\":861}],1264:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/calc\");e.exports=function(t,e){e.surfacecolor?n(t,e,{vals:e.surfacecolor,containerStr:\"\",cLetter:\"c\"}):n(t,e,{vals:e.z,containerStr:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/calc\":610}],1265:[function(t,e,r){\"use strict\";var n=t(\"gl-surface3d\"),a=t(\"ndarray\"),i=t(\"ndarray-homography\"),o=t(\"ndarray-fill\"),s=t(\"../../lib\").isArrayOrTypedArray,l=t(\"../../lib/gl_format_color\").parseColorScale,c=t(\"../../lib/str2rgbarray\"),u=t(\"../../components/colorscale\").extractOpts,h=t(\"../heatmap/interp2d\"),f=t(\"../heatmap/find_empties\");function p(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],this.contourStart=[null,null,null],this.contourEnd=[null,null,null],this.contourSize=[0,0,0],this.minValues=[1/0,1/0,1/0],this.maxValues=[-1/0,-1/0,-1/0],this.dataScaleX=1,this.dataScaleY=1,this.refineData=!0,this.objectOffset=[0,0,0]}var d=p.prototype;d.getXat=function(t,e,r,n){var a=s(this.data.x)?s(this.data.x[0])?this.data.x[e][t]:this.data.x[t]:t;return void 0===r?a:n.d2l(a,0,r)},d.getYat=function(t,e,r,n){var a=s(this.data.y)?s(this.data.y[0])?this.data.y[e][t]:this.data.y[e]:e;return void 0===r?a:n.d2l(a,0,r)},d.getZat=function(t,e,r,n){var a=this.data.z[e][t];return null===a&&this.data.connectgaps&&this.data._interpolatedZ&&(a=this.data._interpolatedZ[e][t]),void 0===r?a:n.d2l(a,0,r)},d.handlePick=function(t){if(t.object===this.surface){var e=(t.data.index[0]-1)/this.dataScaleX-1,r=(t.data.index[1]-1)/this.dataScaleY-1,n=Math.max(Math.min(Math.round(e),this.data.z[0].length-1),0),a=Math.max(Math.min(Math.round(r),this.data._ylength-1),0);t.index=[n,a],t.traceCoordinate=[this.getXat(n,a),this.getYat(n,a),this.getZat(n,a)],t.dataCoordinate=[this.getXat(n,a,this.data.xcalendar,this.scene.fullSceneLayout.xaxis),this.getYat(n,a,this.data.ycalendar,this.scene.fullSceneLayout.yaxis),this.getZat(n,a,this.data.zcalendar,this.scene.fullSceneLayout.zaxis)];for(var i=0;i<3;i++){var o=t.dataCoordinate[i];null!=o&&(t.dataCoordinate[i]*=this.scene.dataScale[i])}var s=this.data.hovertext||this.data.text;return Array.isArray(s)&&s[a]&&void 0!==s[a][n]?t.textLabel=s[a][n]:t.textLabel=s||\"\",t.data.dataCoordinate=t.dataCoordinate.slice(),this.surface.highlight(t.data),this.scene.glplot.spikes.position=t.dataCoordinate,!0}};var 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m(t,e){if(t<e)return 0;for(var r=0;0===Math.floor(t%e);)t/=e,r++;return r}function v(t){for(var e=[],r=0;r<g.length;r++){var n=g[r];e.push(m(t,n))}return e}function y(t){for(var e=v(t),r=t,n=0;n<g.length;n++)if(e[n]>0){r=g[n];break}return r}function x(t,e){if(!(t<1||e<1)){for(var r=v(t),n=v(e),a=1,i=0;i<g.length;i++)a*=Math.pow(g[i],Math.max(r[i],n[i]));return a}}d.calcXnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getXat(e-1,0),a=this.getXat(e,0);r[e-1]=a!==n&&null!=n&&null!=a?Math.abs(a-n):0}var i=0;for(e=1;e<t;e++)i+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(i/r[e-1]);return r},d.calcYnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getYat(0,e-1),a=this.getYat(0,e);r[e-1]=a!==n&&null!=n&&null!=a?Math.abs(a-n):0}var i=0;for(e=1;e<t;e++)i+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(i/r[e-1]);return r};var b=[1,2,4,6,12,24,36,48,60,120,180,240,360,720,840,1260],_=b[9],w=b[13];function T(t,e){for(var r=!1,n=0;n<t.length;n++)if(e===t[n]){r=!0;break}!1===r&&t.push(e)}d.estimateScale=function(t,e){for(var r=1+function(t){if(0!==t.length){for(var e=1,r=0;r<t.length;r++)e=x(e,t[r]);return e}}(0===e?this.calcXnums(t):this.calcYnums(t));r<_;)r*=2;for(;r>w;)r--,r/=y(r),++r<_&&(r=w);var n=Math.round(r/t);return n>1?n:1},d.refineCoords=function(t){for(var e=this.dataScaleX,r=this.dataScaleY,n=t[0].shape[0],o=t[0].shape[1],s=0|Math.floor(t[0].shape[0]*e+1),l=0|Math.floor(t[0].shape[1]*r+1),c=1+n+1,u=1+o+1,h=a(new Float32Array(c*u),[c,u]),f=0;f<t.length;++f){this.surface.padField(h,t[f]);var p=a(new Float32Array(s*l),[s,l]);i(p,h,[e,0,0,0,r,0,0,0,1]),t[f]=p}},d.setContourLevels=function(){var t,e,r,n=[[],[],[]],a=[!1,!1,!1],i=!1;for(t=0;t<3;++t)if(this.showContour[t]&&(i=!0,this.contourSize[t]>0&&null!==this.contourStart[t]&&null!==this.contourEnd[t]&&this.contourEnd[t]>this.contourStart[t]))for(a[t]=!0,e=this.contourStart[t];e<this.contourEnd[t];e+=this.contourSize[t])r=e*this.scene.dataScale[t],T(n[t],r);if(i){var o=[[],[],[]];for(t=0;t<3;++t)this.showContour[t]&&(o[t]=a[t]?n[t]:this.scene.contourLevels[t]);this.surface.update({levels:o})}},d.update=function(t){var e,r,n,i,s=this.scene,p=s.fullSceneLayout,d=this.surface,g=t.opacity,m=l(t,g),v=s.dataScale,y=t.z[0].length,x=t._ylength,b=s.contourLevels;this.data=t;var _=[];for(e=0;e<3;e++)for(_[e]=[],r=0;r<y;r++)_[e][r]=[];for(r=0;r<y;r++)for(n=0;n<x;n++)_[0][r][n]=this.getXat(r,n,t.xcalendar,p.xaxis),_[1][r][n]=this.getYat(r,n,t.ycalendar,p.yaxis),_[2][r][n]=this.getZat(r,n,t.zcalendar,p.zaxis);if(t.connectgaps)for(t._emptypoints=f(_[2]),h(_[2],t._emptypoints),t._interpolatedZ=[],r=0;r<y;r++)for(t._interpolatedZ[r]=[],n=0;n<x;n++)t._interpolatedZ[r][n]=_[2][r][n];for(e=0;e<3;e++)for(r=0;r<y;r++)for(n=0;n<x;n++)null==(i=_[e][r][n])?_[e][r][n]=NaN:i=_[e][r][n]*=v[e];for(e=0;e<3;e++)for(r=0;r<y;r++)for(n=0;n<x;n++)null!=(i=_[e][r][n])&&(this.minValues[e]>i&&(this.minValues[e]=i),this.maxValues[e]<i&&(this.maxValues[e]=i));for(e=0;e<3;e++)this.objectOffset[e]=.5*(this.minValues[e]+this.maxValues[e]);for(e=0;e<3;e++)for(r=0;r<y;r++)for(n=0;n<x;n++)null!=(i=_[e][r][n])&&(_[e][r][n]-=this.objectOffset[e]);var T=[a(new Float32Array(y*x),[y,x]),a(new Float32Array(y*x),[y,x]),a(new Float32Array(y*x),[y,x])];o(T[0],(function(t,e){return _[0][t][e]})),o(T[1],(function(t,e){return _[1][t][e]})),o(T[2],(function(t,e){return _[2][t][e]})),_=[];var k={colormap:m,levels:[[],[],[]],showContour:[!0,!0,!0],showSurface:!t.hidesurface,contourProject:[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],contourWidth:[1,1,1],contourColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],contourTint:[1,1,1],dynamicColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],dynamicWidth:[1,1,1],dynamicTint:[1,1,1],opacityscale:t.opacityscale,opacity:t.opacity},M=u(t);if(k.intensityBounds=[M.min,M.max],t.surfacecolor){var A=a(new Float32Array(y*x),[y,x]);o(A,(function(e,r){return t.surfacecolor[r][e]})),T.push(A)}else k.intensityBounds[0]*=v[2],k.intensityBounds[1]*=v[2];(w<T[0].shape[0]||w<T[0].shape[1])&&(this.refineData=!1),!0===this.refineData&&(this.dataScaleX=this.estimateScale(T[0].shape[0],0),this.dataScaleY=this.estimateScale(T[0].shape[1],1),1===this.dataScaleX&&1===this.dataScaleY||this.refineCoords(T)),t.surfacecolor&&(k.intensity=T.pop());var S=[!0,!0,!0],E=[\"x\",\"y\",\"z\"];for(e=0;e<3;++e){var C=t.contours[E[e]];S[e]=C.highlight,k.showContour[e]=C.show||C.highlight,k.showContour[e]&&(k.contourProject[e]=[C.project.x,C.project.y,C.project.z],C.show?(this.showContour[e]=!0,k.levels[e]=b[e],d.highlightColor[e]=k.contourColor[e]=c(C.color),C.usecolormap?d.highlightTint[e]=k.contourTint[e]=0:d.highlightTint[e]=k.contourTint[e]=1,k.contourWidth[e]=C.width,this.contourStart[e]=C.start,this.contourEnd[e]=C.end,this.contourSize[e]=C.size):(this.showContour[e]=!1,this.contourStart[e]=null,this.contourEnd[e]=null,this.contourSize[e]=0),C.highlight&&(k.dynamicColor[e]=c(C.highlightcolor),k.dynamicWidth[e]=C.highlightwidth))}(function(t){var e=t[0].rgb,r=t[t.length-1].rgb;return e[0]===r[0]&&e[1]===r[1]&&e[2]===r[2]&&e[3]===r[3]})(m)&&(k.vertexColor=!0),k.objectOffset=this.objectOffset,k.coords=T,d.update(k),d.visible=t.visible,d.enableDynamic=S,d.enableHighlight=S,d.snapToData=!0,\"lighting\"in t&&(d.ambientLight=t.lighting.ambient,d.diffuseLight=t.lighting.diffuse,d.specularLight=t.lighting.specular,d.roughness=t.lighting.roughness,d.fresnel=t.lighting.fresnel),\"lightposition\"in t&&(d.lightPosition=[t.lightposition.x,t.lightposition.y,t.lightposition.z]),g&&g<1&&(d.supportsTransparency=!0)},d.dispose=function(){this.scene.glplot.remove(this.surface),this.surface.dispose()},e.exports=function(t,e){var r=t.glplot.gl,a=n({gl:r}),i=new p(t,a,e.uid);return a._trace=i,i.update(e),t.glplot.add(a),i}},{\"../../components/colorscale\":614,\"../../lib\":735,\"../../lib/gl_format_color\":732,\"../../lib/str2rgbarray\":758,\"../heatmap/find_empties\":1026,\"../heatmap/interp2d\":1029,\"gl-surface3d\":324,ndarray:455,\"ndarray-fill\":445,\"ndarray-homography\":447}],1266:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),a=t(\"../../lib\"),i=t(\"../../components/colorscale/defaults\"),o=t(\"./attributes\");function s(t,e,r,n){var a=n(\"opacityscale\");\"max\"===a?e.opacityscale=[[0,.1],[1,1]]:\"min\"===a?e.opacityscale=[[0,1],[1,.1]]:\"extremes\"===a?e.opacityscale=function(t,e){for(var r=[],n=0;n<32;n++){var a=n/31,i=e+(1-e)*(1-Math.pow(Math.sin(t*a*Math.PI),2));r.push([a,Math.max(0,Math.min(1,i))])}return r}(1,.1):function(t){var e=0;if(!Array.isArray(t)||t.length<2)return!1;if(!t[0]||!t[t.length-1])return!1;if(0!=+t[0][0]||1!=+t[t.length-1][0])return!1;for(var r=0;r<t.length;r++){var n=t[r];if(2!==n.length||+n[0]<e)return!1;e=+n[0]}return!0}(a)||(e.opacityscale=void 0)}function l(t,e,r){e in t&&!(r in t)&&(t[r]=t[e])}e.exports={supplyDefaults:function(t,e,r,c){var u,h;function f(r,n){return a.coerce(t,e,o,r,n)}var 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n=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../../plots/template_attributes\").texttemplateAttrs,i=t(\"../../components/colorscale/attributes\"),o=t(\"../../plots/domain\").attributes,s=t(\"../pie/attributes\"),l=t(\"../sunburst/attributes\"),c=t(\"./constants\"),u=t(\"../../lib/extend\").extendFlat;e.exports={labels:l.labels,parents:l.parents,values:l.values,branchvalues:l.branchvalues,count:l.count,level:l.level,maxdepth:l.maxdepth,tiling:{packing:{valType:\"enumerated\",values:[\"squarify\",\"binary\",\"dice\",\"slice\",\"slice-dice\",\"dice-slice\"],dflt:\"squarify\",editType:\"plot\"},squarifyratio:{valType:\"number\",min:1,dflt:1,editType:\"plot\"},flip:{valType:\"flaglist\",flags:[\"x\",\"y\"],dflt:\"\",editType:\"plot\"},pad:{valType:\"number\",min:0,dflt:3,editType:\"plot\"},editType:\"calc\"},marker:u({pad:{t:{valType:\"number\",min:0,editType:\"plot\"},l:{valType:\"number\",min:0,editType:\"plot\"},r:{valType:\"number\",min:0,editType:\"plot\"},b:{valType:\"number\",min:0,editType:\"plot\"},editType:\"calc\"},colors:l.marker.colors,depthfade:{valType:\"enumerated\",values:[!0,!1,\"reversed\"],editType:\"style\"},line:l.marker.line,editType:\"calc\"},i(\"marker\",{colorAttr:\"colors\",anim:!1})),pathbar:{visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},side:{valType:\"enumerated\",values:[\"top\",\"bottom\"],dflt:\"top\",editType:\"plot\"},edgeshape:{valType:\"enumerated\",values:[\">\",\"<\",\"|\",\"/\",\"\\\\\"],dflt:\">\",editType:\"plot\"},thickness:{valType:\"number\",min:12,editType:\"plot\"},textfont:u({},s.textfont,{}),editType:\"calc\"},text:s.text,textinfo:l.textinfo,texttemplate:a({editType:\"plot\"},{keys:c.eventDataKeys.concat([\"label\",\"value\"])}),hovertext:s.hovertext,hoverinfo:l.hoverinfo,hovertemplate:n({},{keys:c.eventDataKeys}),textfont:s.textfont,insidetextfont:s.insidetextfont,outsidetextfont:u({},s.outsidetextfont,{}),textposition:{valType:\"enumerated\",values:[\"top 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n=t(\"d3\"),a=t(\"../../lib\"),i=t(\"../../components/drawing\"),o=t(\"../../lib/svg_text_utils\"),s=t(\"./partition\"),l=t(\"./style\").styleOne,c=t(\"./constants\"),u=t(\"../sunburst/helpers\"),h=t(\"../sunburst/fx\"),f=t(\"../sunburst/plot\").formatSliceLabel;e.exports=function(t,e,r,p,d){var g=d.width,m=d.height,v=d.viewX,y=d.viewY,x=d.pathSlice,b=d.toMoveInsideSlice,_=d.strTransform,w=d.hasTransition,T=d.handleSlicesExit,k=d.makeUpdateSliceInterpolator,M=d.makeUpdateTextInterpolator,A=d.prevEntry,S=t._fullLayout,E=e[0].trace,C=-1!==E.textposition.indexOf(\"left\"),L=-1!==E.textposition.indexOf(\"right\"),P=-1!==E.textposition.indexOf(\"bottom\"),I=!P&&!E.marker.pad.t||P&&!E.marker.pad.b,z=s(r,[g,m],{packing:E.tiling.packing,squarifyratio:E.tiling.squarifyratio,flipX:E.tiling.flip.indexOf(\"x\")>-1,flipY:E.tiling.flip.indexOf(\"y\")>-1,pad:{inner:E.tiling.pad,top:E.marker.pad.t,left:E.marker.pad.l,right:E.marker.pad.r,bottom:E.marker.pad.b}}).descendants(),O=1/0,D=-1/0;z.forEach((function(t){var e=t.depth;e>=E._maxDepth?(t.x0=t.x1=(t.x0+t.x1)/2,t.y0=t.y1=(t.y0+t.y1)/2):(O=Math.min(O,e),D=Math.max(D,e))})),p=p.data(z,u.getPtId),E._maxVisibleLayers=isFinite(D)?D-O+1:0,p.enter().append(\"g\").classed(\"slice\",!0),T(p,!1,{},[g,m],x),p.order();var R=null;if(w&&A){var 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strict\";e.exports={attributes:t(\"./attributes\"),layoutAttributes:t(\"./layout_attributes\"),supplyDefaults:t(\"./defaults\"),crossTraceDefaults:t(\"../box/defaults\").crossTraceDefaults,supplyLayoutDefaults:t(\"./layout_defaults\"),calc:t(\"./calc\"),crossTraceCalc:t(\"./cross_trace_calc\"),plot:t(\"./plot\"),style:t(\"./style\"),styleOnSelect:t(\"../scatter/style\").styleOnSelect,hoverPoints:t(\"./hover\"),selectPoints:t(\"../box/select\"),moduleType:\"trace\",name:\"violin\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"cartesian\",\"svg\",\"symbols\",\"oriented\",\"box-violin\",\"showLegend\",\"violinLayout\",\"zoomScale\"],meta:{}}},{\"../../plots/cartesian\":796,\"../box/defaults\":904,\"../box/select\":911,\"../scatter/style\":1163,\"./attributes\":1290,\"./calc\":1291,\"./cross_trace_calc\":1292,\"./defaults\":1293,\"./hover\":1295,\"./layout_attributes\":1297,\"./layout_defaults\":1298,\"./plot\":1299,\"./style\":1300}],1297:[function(t,e,r){\"use strict\";var 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        "        require(['plotly'], function(Plotly) {\n",
        "            window._Plotly = Plotly;\n",
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        "        \n",
        "        \n",
-       "            <div id=\"b55d23b3-7bdb-43c7-a4dd-cb124e12833f\" class=\"plotly-graph-div\" style=\"height:650px; width:100%;\"></div>\n",
+       "            <div id=\"b1e1512e-6bb3-42e8-9a02-9c645268eff6\" class=\"plotly-graph-div\" style=\"height:650px; width:100%;\"></div>\n",
        "            <script type=\"text/javascript\">\n",
        "                require([\"plotly\"], function(Plotly) {\n",
        "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
        "                    \n",
-       "                if (document.getElementById(\"b55d23b3-7bdb-43c7-a4dd-cb124e12833f\")) {\n",
+       "                if (document.getElementById(\"b1e1512e-6bb3-42e8-9a02-9c645268eff6\")) {\n",
        "                    Plotly.newPlot(\n",
-       "                        'b55d23b3-7bdb-43c7-a4dd-cb124e12833f',\n",
+       "                        'b1e1512e-6bb3-42e8-9a02-9c645268eff6',\n",
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        "                        }).then(function(){\n",
-       "                            Plotly.animate('b55d23b3-7bdb-43c7-a4dd-cb124e12833f', null);\n",
+       "                            Plotly.animate('b1e1512e-6bb3-42e8-9a02-9c645268eff6', null);\n",
        "                        }).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('b55d23b3-7bdb-43c7-a4dd-cb124e12833f');\n",
+       "var gd = document.getElementById('b1e1512e-6bb3-42e8-9a02-9c645268eff6');\n",
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@@ -4524,7 +4576,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
@@ -4535,10 +4587,7 @@
        },
        "data": [
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
          "hovertext": [
           "Afghanistan",
           "Bahrain",
@@ -4729,10 +4778,7 @@
          "yaxis": "y"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
          "hovertext": [
           "Albania",
           "Austria",
@@ -4908,10 +4954,7 @@
          "yaxis": "y2"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
          "hovertext": [
           "Algeria",
           "Angola",
@@ -5197,10 +5240,7 @@
          "yaxis": "y3"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
          "hovertext": [
           "Argentina",
           "Bolivia",
@@ -5351,10 +5391,7 @@
          "yaxis": "y4"
         },
         {
-         "hoverlabel": {
-          "namelength": 0
-         },
-         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+         "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
          "hovertext": [
           "Australia",
           "New Zealand"
@@ -5394,10 +5431,7 @@
         {
          "data": [
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Bahrain",
@@ -5588,10 +5622,7 @@
            "yaxis": "y"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Albania",
             "Austria",
@@ -5767,10 +5798,7 @@
            "yaxis": "y2"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Algeria",
             "Angola",
@@ -6056,10 +6084,7 @@
            "yaxis": "y3"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Argentina",
             "Bolivia",
@@ -6210,10 +6235,7 @@
            "yaxis": "y4"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Australia",
             "New Zealand"
@@ -6254,10 +6276,7 @@
         {
          "data": [
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1957<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1957<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Bahrain",
@@ -6448,10 +6467,7 @@
            "yaxis": "y"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1957<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1957<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Albania",
             "Austria",
@@ -6627,10 +6643,7 @@
            "yaxis": "y2"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1957<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1957<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Algeria",
             "Angola",
@@ -6916,10 +6929,7 @@
            "yaxis": "y3"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1957<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1957<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Argentina",
             "Bolivia",
@@ -7070,10 +7080,7 @@
            "yaxis": "y4"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1957<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1957<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Australia",
             "New Zealand"
@@ -7114,10 +7121,7 @@
         {
          "data": [
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1962<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1962<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Bahrain",
@@ -7308,10 +7312,7 @@
            "yaxis": "y"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1962<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1962<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Albania",
             "Austria",
@@ -7487,10 +7488,7 @@
            "yaxis": "y2"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1962<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1962<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Algeria",
             "Angola",
@@ -7776,10 +7774,7 @@
            "yaxis": "y3"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1962<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1962<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Argentina",
             "Bolivia",
@@ -7930,10 +7925,7 @@
            "yaxis": "y4"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1962<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1962<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Australia",
             "New Zealand"
@@ -7974,10 +7966,7 @@
         {
          "data": [
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1967<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1967<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Bahrain",
@@ -8168,10 +8157,7 @@
            "yaxis": "y"
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           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1967<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1967<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Albania",
             "Austria",
@@ -8347,10 +8333,7 @@
            "yaxis": "y2"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1967<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1967<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Algeria",
             "Angola",
@@ -8636,10 +8619,7 @@
            "yaxis": "y3"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1967<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1967<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Argentina",
             "Bolivia",
@@ -8790,10 +8770,7 @@
            "yaxis": "y4"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1967<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1967<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Australia",
             "New Zealand"
@@ -8834,10 +8811,7 @@
         {
          "data": [
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1972<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1972<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Bahrain",
@@ -9028,10 +9002,7 @@
            "yaxis": "y"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1972<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1972<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Albania",
             "Austria",
@@ -9207,10 +9178,7 @@
            "yaxis": "y2"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1972<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1972<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Algeria",
             "Angola",
@@ -9496,10 +9464,7 @@
            "yaxis": "y3"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1972<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1972<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Argentina",
             "Bolivia",
@@ -9650,10 +9615,7 @@
            "yaxis": "y4"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1972<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1972<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Australia",
             "New Zealand"
@@ -9694,10 +9656,7 @@
         {
          "data": [
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1977<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1977<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Bahrain",
@@ -9888,10 +9847,7 @@
            "yaxis": "y"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1977<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1977<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Albania",
             "Austria",
@@ -10067,10 +10023,7 @@
            "yaxis": "y2"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1977<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1977<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Algeria",
             "Angola",
@@ -10356,10 +10309,7 @@
            "yaxis": "y3"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1977<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1977<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Argentina",
             "Bolivia",
@@ -10510,10 +10460,7 @@
            "yaxis": "y4"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1977<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1977<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Australia",
             "New Zealand"
@@ -10554,10 +10501,7 @@
         {
          "data": [
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1982<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1982<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Bahrain",
@@ -10748,10 +10692,7 @@
            "yaxis": "y"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1982<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1982<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Albania",
             "Austria",
@@ -10927,10 +10868,7 @@
            "yaxis": "y2"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1982<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1982<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Algeria",
             "Angola",
@@ -11216,10 +11154,7 @@
            "yaxis": "y3"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1982<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1982<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Argentina",
             "Bolivia",
@@ -11370,10 +11305,7 @@
            "yaxis": "y4"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1982<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1982<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Australia",
             "New Zealand"
@@ -11414,10 +11346,7 @@
         {
          "data": [
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1987<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1987<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Bahrain",
@@ -11608,10 +11537,7 @@
            "yaxis": "y"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1987<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1987<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Albania",
             "Austria",
@@ -11787,10 +11713,7 @@
            "yaxis": "y2"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1987<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1987<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Algeria",
             "Angola",
@@ -12076,10 +11999,7 @@
            "yaxis": "y3"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1987<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1987<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Argentina",
             "Bolivia",
@@ -12230,10 +12150,7 @@
            "yaxis": "y4"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1987<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1987<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Australia",
             "New Zealand"
@@ -12274,10 +12191,7 @@
         {
          "data": [
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1992<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1992<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Bahrain",
@@ -12468,10 +12382,7 @@
            "yaxis": "y"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1992<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1992<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Albania",
             "Austria",
@@ -12647,10 +12558,7 @@
            "yaxis": "y2"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1992<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1992<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Algeria",
             "Angola",
@@ -12936,10 +12844,7 @@
            "yaxis": "y3"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1992<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1992<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Argentina",
             "Bolivia",
@@ -13090,10 +12995,7 @@
            "yaxis": "y4"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1992<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1992<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Australia",
             "New Zealand"
@@ -13134,10 +13036,7 @@
         {
          "data": [
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1997<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=1997<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Bahrain",
@@ -13328,10 +13227,7 @@
            "yaxis": "y"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1997<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=1997<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Albania",
             "Austria",
@@ -13507,10 +13403,7 @@
            "yaxis": "y2"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1997<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=1997<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Algeria",
             "Angola",
@@ -13796,10 +13689,7 @@
            "yaxis": "y3"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1997<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=1997<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Argentina",
             "Bolivia",
@@ -13950,10 +13840,7 @@
            "yaxis": "y4"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1997<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1997<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Australia",
             "New Zealand"
@@ -13994,10 +13881,7 @@
         {
          "data": [
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=2002<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=2002<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Bahrain",
@@ -14188,10 +14072,7 @@
            "yaxis": "y"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=2002<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=2002<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Albania",
             "Austria",
@@ -14367,10 +14248,7 @@
            "yaxis": "y2"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=2002<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=2002<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Algeria",
             "Angola",
@@ -14656,10 +14534,7 @@
            "yaxis": "y3"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=2002<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=2002<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Argentina",
             "Bolivia",
@@ -14810,10 +14685,7 @@
            "yaxis": "y4"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=2002<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=2002<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Australia",
             "New Zealand"
@@ -14854,10 +14726,7 @@
         {
          "data": [
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=2007<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Asia<br>year=2007<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Bahrain",
@@ -15048,10 +14917,7 @@
            "yaxis": "y"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=2007<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Europe<br>year=2007<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Albania",
             "Austria",
@@ -15227,10 +15093,7 @@
            "yaxis": "y2"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=2007<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Africa<br>year=2007<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Algeria",
             "Angola",
@@ -15516,10 +15379,7 @@
            "yaxis": "y3"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=2007<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Americas<br>year=2007<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Argentina",
             "Bolivia",
@@ -15670,10 +15530,7 @@
            "yaxis": "y4"
           },
           {
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=2007<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>continent=Oceania<br>year=2007<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>",
            "hovertext": [
             "Australia",
             "New Zealand"
@@ -17048,22 +16905,22 @@
        "<div>\n",
        "        \n",
        "        \n",
-       "            <div id=\"7971360e-37f5-4ccd-bf4c-e7737202670b\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+       "            <div id=\"77e1ab58-1c08-4eb7-acd5-b1c056289b6c\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
        "            <script type=\"text/javascript\">\n",
        "                require([\"plotly\"], function(Plotly) {\n",
        "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
        "                    \n",
-       "                if (document.getElementById(\"7971360e-37f5-4ccd-bf4c-e7737202670b\")) {\n",
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        "                    Plotly.newPlot(\n",
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             "Albania",
@@ -20247,10 +20083,7 @@
           {
            "coloraxis": "coloraxis",
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>year=1982<br>iso_alpha=%{location}<br>lifeExp=%{z}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>year=1982<br>iso_alpha=%{location}<br>lifeExp=%{z}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Albania",
@@ -20694,10 +20527,7 @@
           {
            "coloraxis": "coloraxis",
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>year=1987<br>iso_alpha=%{location}<br>lifeExp=%{z}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>year=1987<br>iso_alpha=%{location}<br>lifeExp=%{z}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Albania",
@@ -21141,10 +20971,7 @@
           {
            "coloraxis": "coloraxis",
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>year=1992<br>iso_alpha=%{location}<br>lifeExp=%{z}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>year=1992<br>iso_alpha=%{location}<br>lifeExp=%{z}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Albania",
@@ -21588,10 +21415,7 @@
           {
            "coloraxis": "coloraxis",
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>year=1997<br>iso_alpha=%{location}<br>lifeExp=%{z}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>year=1997<br>iso_alpha=%{location}<br>lifeExp=%{z}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Albania",
@@ -22035,10 +21859,7 @@
           {
            "coloraxis": "coloraxis",
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>year=2002<br>iso_alpha=%{location}<br>lifeExp=%{z}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>year=2002<br>iso_alpha=%{location}<br>lifeExp=%{z}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Albania",
@@ -22482,10 +22303,7 @@
           {
            "coloraxis": "coloraxis",
            "geo": "geo",
-           "hoverlabel": {
-            "namelength": 0
-           },
-           "hovertemplate": "<b>%{hovertext}</b><br><br>year=2007<br>iso_alpha=%{location}<br>lifeExp=%{z}",
+           "hovertemplate": "<b>%{hovertext}</b><br><br>year=2007<br>iso_alpha=%{location}<br>lifeExp=%{z}<extra></extra>",
            "hovertext": [
             "Afghanistan",
             "Albania",
@@ -24135,22 +23953,22 @@
        "<div>\n",
        "        \n",
        "        \n",
-       "            <div id=\"c4607a6c-5187-4c67-9cf0-80381bb8f152\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
+       "            <div id=\"2290d5c7-5323-46f7-88c6-678713733fca\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
        "            <script type=\"text/javascript\">\n",
        "                require([\"plotly\"], function(Plotly) {\n",
        "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
        "                    \n",
-       "                if (document.getElementById(\"c4607a6c-5187-4c67-9cf0-80381bb8f152\")) {\n",
+       "                if (document.getElementById(\"2290d5c7-5323-46f7-88c6-678713733fca\")) {\n",
        "                    Plotly.newPlot(\n",
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+       "                        '2290d5c7-5323-46f7-88c6-678713733fca',\n",
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        "                        }).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('c4607a6c-5187-4c67-9cf0-80381bb8f152');\n",
+       "var gd = document.getElementById('2290d5c7-5323-46f7-88c6-678713733fca');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
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@@ -24206,7 +24024,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.8"
+   "version": "3.7.4"
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  "nbformat": 4,
diff --git a/10. Interactive Visualizations.ipynb b/10. Interactive Visualizations.ipynb
index c2ce17e..8928b65 100644
--- a/10. Interactive Visualizations.ipynb	
+++ b/10. Interactive Visualizations.ipynb	
@@ -83,9 +83,6 @@
    "outputs": [
     {
      "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "745cca45335447788a5a6d51059d0a50"
-      },
       "text/html": [
        "<div>\n",
        "<style scoped>\n",
@@ -239,8 +236,9 @@
        "4     461    LGA  ATL     116.0       762   5.0    54.0  "
       ]
      },
+     "execution_count": 3,
      "metadata": {},
-     "output_type": "display_data"
+     "output_type": "execute_result"
     }
    ],
    "source": [
@@ -254,18 +252,11 @@
    "metadata": {},
    "outputs": [
     {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "19a20b1c8a914257a1ebe1baaf364e4c",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "interactive(children=(Dropdown(description='column1', options=('year', 'month', 'day', 'dep_time', 'dep_delay'…"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Correlations:  {nan}\n"
+     ]
     }
    ],
    "source": [
@@ -284,13 +275,558253 @@
    "outputs": [
     {
      "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "78df7a62d92d4b77b0515e43b35c9572",
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-       "version_minor": 0
-      },
-      "text/plain": [
-       "interactive(children=(Text(value='dep_delay', description='column'), FloatSlider(value=60.0, description='x', …"
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
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+       "\n",
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+       "\n",
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+       "      <th>arr_time</th>\n",
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+       "      <td>2013</td>\n",
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+       "      <td>1</td>\n",
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+       "      <td>2013</td>\n",
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+       "      <td>0.0</td>\n",
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+       "      <td>2013</td>\n",
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+       "      <td>115.0</td>\n",
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+       "      <td>EV</td>\n",
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+       "      <td>277</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>5.0</td>\n",
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+       "      <td>125.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>525</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N570JB</td>\n",
+       "      <td>705</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N6EAMQ</td>\n",
+       "      <td>4588</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21197</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N826AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N435UA</td>\n",
+       "      <td>465</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>63</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>4133</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>557</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16561</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N651JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13903</td>\n",
+       "      <td>3843</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N369NW</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8515F</td>\n",
+       "      <td>3651</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>639</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>4622</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17185</td>\n",
+       "      <td>4417</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>669</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14543</td>\n",
+       "      <td>4179</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18120</td>\n",
+       "      <td>4633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ESAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N323AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3764D</td>\n",
+       "      <td>503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>721</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N909MQ</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N835MQ</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14972</td>\n",
+       "      <td>4644</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14143</td>\n",
+       "      <td>4440</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N607JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>4692</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>3347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DNAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4462</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13903</td>\n",
+       "      <td>4276</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4257</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>832</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>199</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>834</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>379.0</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>456.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21197</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>843</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>22</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>948</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>720.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>905.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>3768</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>982</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>754.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>900.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>817.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4235</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>833.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1018.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N448UA</td>\n",
+       "      <td>651</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1084</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>923.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1051.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4104</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1089</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>928.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1212.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4388</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1092</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>928.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1203.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N651AW</td>\n",
+       "      <td>487</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1104</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1051.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4159</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1120</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1003.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1105.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8968E</td>\n",
+       "      <td>3694</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1141</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1033.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4175</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AVL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>583</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1055.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1349.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N591JB</td>\n",
+       "      <td>41</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1309.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>5026</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8783E</td>\n",
+       "      <td>3658</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>618</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1226</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1228.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1354.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1431.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4412</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MYR</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>550</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4511</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N41104</td>\n",
+       "      <td>4364</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N31131</td>\n",
+       "      <td>4135</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1341.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N973DL</td>\n",
+       "      <td>1947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CYAA</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1412.0</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N474UA</td>\n",
+       "      <td>468</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>4340</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>4516</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33284</td>\n",
+       "      <td>1121</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N719MQ</td>\n",
+       "      <td>4491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1386</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4090</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4617</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>368.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N324AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4372</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N541UA</td>\n",
+       "      <td>315</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1471</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>4390</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N483WN</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21129</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4133</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>4661</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14153</td>\n",
+       "      <td>3260</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FFAA</td>\n",
+       "      <td>1813</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1548</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21130</td>\n",
+       "      <td>3272</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1552</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21154</td>\n",
+       "      <td>4180</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1555</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N839AY</td>\n",
+       "      <td>3925</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N510UW</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1559</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4308</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1566</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>4272</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N901WN</td>\n",
+       "      <td>2529</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4151</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8412F</td>\n",
+       "      <td>3983</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1603</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N632JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N369NW</td>\n",
+       "      <td>1433</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N810MQ</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3364</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4581</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14153</td>\n",
+       "      <td>4532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18120</td>\n",
+       "      <td>4371</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N41104</td>\n",
+       "      <td>4125</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3320</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>379.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>359.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N593UA</td>\n",
+       "      <td>488</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N368NW</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1757</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>4170</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1758</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8976E</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21130</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4206</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4276</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N362NW</td>\n",
+       "      <td>1247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>4485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N810MQ</td>\n",
+       "      <td>4449</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4257</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N821JB</td>\n",
+       "      <td>43</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>128</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1786</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>104</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>700.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>727</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>715.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>951.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4559</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1981</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>851.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EWAA</td>\n",
+       "      <td>2279</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1986</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>854.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1057.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DFAA</td>\n",
+       "      <td>303</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2009</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>909.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1103.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N201AA</td>\n",
+       "      <td>305</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2015</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>912.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N513AA</td>\n",
+       "      <td>715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2020</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>916.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>219</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>937.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1246.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BLAA</td>\n",
+       "      <td>2267</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1112.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N578AA</td>\n",
+       "      <td>309</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2044</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>950.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>4521</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2059</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1003.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N569AA</td>\n",
+       "      <td>1855</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2064</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1014.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1152.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N494AA</td>\n",
+       "      <td>313</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N612QX</td>\n",
+       "      <td>5273</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2249</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>615</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2283</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N908DL</td>\n",
+       "      <td>2079</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N835UA</td>\n",
+       "      <td>551</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N392DA</td>\n",
+       "      <td>2043</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EWAA</td>\n",
+       "      <td>763</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BLAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N741EV</td>\n",
+       "      <td>5486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2466</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CCAA</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2471</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N357AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34110</td>\n",
+       "      <td>4207</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N631AA</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>EGE</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1747</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N630MQ</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3375</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8836A</td>\n",
+       "      <td>4019</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DEAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N261AV</td>\n",
+       "      <td>511</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N402UA</td>\n",
+       "      <td>979</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2577</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>91</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N645MQ</td>\n",
+       "      <td>3944</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N736MQ</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CRW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>444</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NW</td>\n",
+       "      <td>2027</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N329NB</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4227</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CNAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2626</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N449UA</td>\n",
+       "      <td>891</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>39</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2642</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>3274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3320</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>130</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5693</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3439</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2700</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>946.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1115.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4548</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>947.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1233.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75428</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1100.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N517MQ</td>\n",
+       "      <td>4654</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3026</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1112.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3353</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1152.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1319.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>3815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3106</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N456AA</td>\n",
+       "      <td>321</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3114</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3483</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21144</td>\n",
+       "      <td>4641</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1352.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N617AA</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3164</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N501AA</td>\n",
+       "      <td>1853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8710A</td>\n",
+       "      <td>3762</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3219</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N534JB</td>\n",
+       "      <td>119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4581</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N325AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3354</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N513MJ</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N848UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14102</td>\n",
+       "      <td>1739</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3411</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>80</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N209FR</td>\n",
+       "      <td>511</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21144</td>\n",
+       "      <td>4480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12218</td>\n",
+       "      <td>1443</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3476</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EUAA</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>EGE</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1747</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N309JB</td>\n",
+       "      <td>130</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N524JB</td>\n",
+       "      <td>91</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N570JB</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3566</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14972</td>\n",
+       "      <td>3822</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>3805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3594</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BYAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33284</td>\n",
+       "      <td>1111</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>104</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>748.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N377NW</td>\n",
+       "      <td>731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>808.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>927.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N534MQ</td>\n",
+       "      <td>3768</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>945.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N908DE</td>\n",
+       "      <td>2119</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1013.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FJAA</td>\n",
+       "      <td>1357</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3521</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N426UA</td>\n",
+       "      <td>418</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N329AA</td>\n",
+       "      <td>3</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N309US</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3977</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N18223</td>\n",
+       "      <td>1195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3981</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1356.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EHAA</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4102</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14118</td>\n",
+       "      <td>1600</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N534JB</td>\n",
+       "      <td>137</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N768JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39463</td>\n",
+       "      <td>1580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3375</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N593UA</td>\n",
+       "      <td>256</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N659JB</td>\n",
+       "      <td>91</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16709</td>\n",
+       "      <td>1656</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5BRAA</td>\n",
+       "      <td>1613</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8943A</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N565JB</td>\n",
+       "      <td>645</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3320</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>43</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>746.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N519UW</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>926.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1105.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>1051</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>931.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1118.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4479</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MYR</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>550</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4523</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>943.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1227.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11106</td>\n",
+       "      <td>4304</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1019.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>HA</td>\n",
+       "      <td>N385HA</td>\n",
+       "      <td>51</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>611.0</td>\n",
+       "      <td>4983</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4559</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1031.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1038.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1059.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>215</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1234.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N516MQ</td>\n",
+       "      <td>4670</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1253.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>3815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4648</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N74856</td>\n",
+       "      <td>1142</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4688</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>66</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1356.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N730MQ</td>\n",
+       "      <td>4431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N519JB</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N588JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N908XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N500MQ</td>\n",
+       "      <td>4661</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N206JB</td>\n",
+       "      <td>139</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12126</td>\n",
+       "      <td>3805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>4271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11106</td>\n",
+       "      <td>4581</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4964</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4976</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27205</td>\n",
+       "      <td>1222</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5050</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5097</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DAAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5125</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N853MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5135</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8751D</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14171</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5137</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>4108</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5146</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76516</td>\n",
+       "      <td>1593</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5155</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5159</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N768JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>756.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1047.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N661JB</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>824.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1007.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>842.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1035.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>4246</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5389</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>901.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1118.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N340NB</td>\n",
+       "      <td>807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>918.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1121.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8837B</td>\n",
+       "      <td>4023</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5442</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1000.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N564JB</td>\n",
+       "      <td>717</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1002.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1251.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N403UA</td>\n",
+       "      <td>714</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1021.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1042.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>HA</td>\n",
+       "      <td>N385HA</td>\n",
+       "      <td>51</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>612.0</td>\n",
+       "      <td>4983</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1101.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1225.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>3815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1105.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>4670</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1121.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N846UA</td>\n",
+       "      <td>258</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1157.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>19</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78511</td>\n",
+       "      <td>1120</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4240</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5580</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1256.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N699DL</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12116</td>\n",
+       "      <td>112</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>4090</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YUAA</td>\n",
+       "      <td>1853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14143</td>\n",
+       "      <td>4135</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37273</td>\n",
+       "      <td>1164</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XBAA</td>\n",
+       "      <td>883</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N33182</td>\n",
+       "      <td>4588</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>4540</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N843UA</td>\n",
+       "      <td>250</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13202</td>\n",
+       "      <td>4573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5984</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5993</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4520</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6020</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N832UA</td>\n",
+       "      <td>891</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14143</td>\n",
+       "      <td>4627</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6025</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>368.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6039</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73256</td>\n",
+       "      <td>1462</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6047</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N835UA</td>\n",
+       "      <td>979</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6049</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21197</td>\n",
+       "      <td>3274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4412</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11109</td>\n",
+       "      <td>3822</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6068</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N529JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6086</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33284</td>\n",
+       "      <td>1066</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6091</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N839UA</td>\n",
+       "      <td>299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6093</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4257</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6222</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>8</td>\n",
+       "      <td>740.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>920.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11187</td>\n",
+       "      <td>4334</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>8</td>\n",
+       "      <td>942.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1015.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N318NB</td>\n",
+       "      <td>1885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1039.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N633AA</td>\n",
+       "      <td>647</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1138.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>19</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1144.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N805AY</td>\n",
+       "      <td>3667</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N826AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>209</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DSAA</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N439UA</td>\n",
+       "      <td>583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>392.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N531JB</td>\n",
+       "      <td>705</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>4588</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N838UA</td>\n",
+       "      <td>315</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6686</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N309JB</td>\n",
+       "      <td>525</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N826AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BNAA</td>\n",
+       "      <td>565</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N630JB</td>\n",
+       "      <td>537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N779JB</td>\n",
+       "      <td>74</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ATAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N583AA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6989</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7072</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>9</td>\n",
+       "      <td>641.0</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>1272.0</td>\n",
+       "      <td>HA</td>\n",
+       "      <td>N384HA</td>\n",
+       "      <td>51</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>640.0</td>\n",
+       "      <td>4983</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>9</td>\n",
+       "      <td>853.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N969DL</td>\n",
+       "      <td>831</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1041.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4688</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>209</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7603</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N402UA</td>\n",
+       "      <td>750</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N522UA</td>\n",
+       "      <td>502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N614QX</td>\n",
+       "      <td>4997</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7775</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16217</td>\n",
+       "      <td>1100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>368.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13124</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7834</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5BSAA</td>\n",
+       "      <td>1613</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7883</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N324NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N519MQ</td>\n",
+       "      <td>3744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N465UA</td>\n",
+       "      <td>477</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "      <td>743.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>915.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N193JB</td>\n",
+       "      <td>905</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8061</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "      <td>805.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1044.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N521JB</td>\n",
+       "      <td>203</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8150</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "      <td>917.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1144.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N643JB</td>\n",
+       "      <td>117</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "      <td>929.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>1601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8226</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1104.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1357.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N583JB</td>\n",
+       "      <td>361</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1114.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1121.0</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>1239.0</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N517MQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1408.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N515MQ</td>\n",
+       "      <td>4601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>373</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8411</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>525</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>385.0</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>394.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N419UA</td>\n",
+       "      <td>544</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N657JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8504</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N526UA</td>\n",
+       "      <td>407</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3427</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>3820</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>4271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JPAA</td>\n",
+       "      <td>1790</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ECAA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8810</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75435</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BUAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17169</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9089</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>926.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16561</td>\n",
+       "      <td>4691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1047.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1356.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N510UA</td>\n",
+       "      <td>397</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9261</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N509MQ</td>\n",
+       "      <td>3737</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N539MQ</td>\n",
+       "      <td>3792</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>32</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N522AA</td>\n",
+       "      <td>883</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N645MQ</td>\n",
+       "      <td>4172</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N539MQ</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9579</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N553UA</td>\n",
+       "      <td>315</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>1111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N976DL</td>\n",
+       "      <td>1508</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N826AY</td>\n",
+       "      <td>4277</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17185</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9687</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N447WN</td>\n",
+       "      <td>981</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N539MQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4133</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N621AA</td>\n",
+       "      <td>1613</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DPAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N286WN</td>\n",
+       "      <td>408</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9732</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13124</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>3833</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>3822</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87531</td>\n",
+       "      <td>1066</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9956</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>12</td>\n",
+       "      <td>917.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1052.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>1051</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10068</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ESAA</td>\n",
+       "      <td>1623</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10090</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N818MQ</td>\n",
+       "      <td>4425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10122</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>1006</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>4950</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10213</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N645MQ</td>\n",
+       "      <td>4172</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N633MQ</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N982DL</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10334</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>525</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5ELAA</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>EGE</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>1747</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3369</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N475UA</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N206JB</td>\n",
+       "      <td>22</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>104</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>112</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>128</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>409.0</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N552JB</td>\n",
+       "      <td>801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>719.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>709</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>724.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1025.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DNAA</td>\n",
+       "      <td>1141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>732.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1058.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N505UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>759.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N570JB</td>\n",
+       "      <td>102</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1121.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N699DL</td>\n",
+       "      <td>301</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N504UA</td>\n",
+       "      <td>565</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14120</td>\n",
+       "      <td>1000</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N961AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1516.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N949UW</td>\n",
+       "      <td>2130</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8775A</td>\n",
+       "      <td>3638</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10919</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>3832</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N440UA</td>\n",
+       "      <td>275</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14180</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10956</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4571</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4581</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10994</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11004</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3453</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11012</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N668DN</td>\n",
+       "      <td>1773</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12166</td>\n",
+       "      <td>4271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11015</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14219</td>\n",
+       "      <td>1200</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11027</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N505JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N769SW</td>\n",
+       "      <td>4215</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11047</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N307JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11049</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>3387</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11053</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11058</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14902</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11063</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>599.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>612.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N322NB</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11071</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FJAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11078</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11080</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11084</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N901WN</td>\n",
+       "      <td>440</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11093</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N703JB</td>\n",
+       "      <td>74</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11094</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N303DQ</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11095</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CFAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11097</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14203</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11113</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>4316</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11120</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11123</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>1111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11128</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>946</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17560</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11144</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N625JB</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11146</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N480UA</td>\n",
+       "      <td>593</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11150</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N824AY</td>\n",
+       "      <td>3716</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11151</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11163</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4437</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>602</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11166</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N23139</td>\n",
+       "      <td>4520</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N478UA</td>\n",
+       "      <td>347</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8775A</td>\n",
+       "      <td>4277</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11174</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73259</td>\n",
+       "      <td>1637</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N827AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11177</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4627</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3369</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11184</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11187</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XWAA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11191</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14117</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11193</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>4227</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11194</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N705JB</td>\n",
+       "      <td>91</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14143</td>\n",
+       "      <td>4412</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15574</td>\n",
+       "      <td>4108</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N934DL</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N271LV</td>\n",
+       "      <td>633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3320</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11208</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N652SW</td>\n",
+       "      <td>808</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11209</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8847A</td>\n",
+       "      <td>3798</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>3439</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11219</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N718TW</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>4133</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N656JB</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11229</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N635VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78448</td>\n",
+       "      <td>1578</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11232</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>3833</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11233</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DTAA</td>\n",
+       "      <td>1613</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N510UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N709TW</td>\n",
+       "      <td>2363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N566JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11240</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10156</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N525MQ</td>\n",
+       "      <td>3744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>3819</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11249</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4619</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>80</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14186</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EPAA</td>\n",
+       "      <td>1787</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11253</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>3822</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14188</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11255</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37281</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8659B</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11257</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14203</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4162</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14568</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11261</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N239JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>435.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>701</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>14</td>\n",
+       "      <td>835.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N727TW</td>\n",
+       "      <td>763</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>14</td>\n",
+       "      <td>946.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1153.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3538</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1011.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5BSAA</td>\n",
+       "      <td>647</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1014.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N617DL</td>\n",
+       "      <td>1747</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11579</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1026.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>1147.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N827AS</td>\n",
+       "      <td>5716</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1032.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1339.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76288</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11622</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1123.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N856MQ</td>\n",
+       "      <td>4418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4250</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1339.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N719MQ</td>\n",
+       "      <td>4431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N856MQ</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5164</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N722TW</td>\n",
+       "      <td>2126</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N579UA</td>\n",
+       "      <td>407</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3452</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11987</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N719MQ</td>\n",
+       "      <td>4540</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N542UW</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12091</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3424</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12157</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12174</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GGAA</td>\n",
+       "      <td>1787</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N370NW</td>\n",
+       "      <td>706</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8623A</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12203</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N626VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>15</td>\n",
+       "      <td>925.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N403UA</td>\n",
+       "      <td>421</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>15</td>\n",
+       "      <td>935.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1234.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>4530</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>15</td>\n",
+       "      <td>937.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N325NB</td>\n",
+       "      <td>2143</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12555</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1144.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N991DL</td>\n",
+       "      <td>1903</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N578UA</td>\n",
+       "      <td>368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24706</td>\n",
+       "      <td>1461</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12623</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N519AA</td>\n",
+       "      <td>743</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12688</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N568JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N614QX</td>\n",
+       "      <td>5164</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N819UA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N846MQ</td>\n",
+       "      <td>4447</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12837</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N645JB</td>\n",
+       "      <td>537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N843UA</td>\n",
+       "      <td>627</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>4997</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12965</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DUAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13004</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EGAA</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>EGE</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>1747</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13065</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N853UA</td>\n",
+       "      <td>754</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13077</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13083</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N656JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13102</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>4660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13103</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13146</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>636.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1000.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N456UA</td>\n",
+       "      <td>479</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13157</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>649.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1004.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27733</td>\n",
+       "      <td>1251</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>840.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1145.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73291</td>\n",
+       "      <td>1607</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>903.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1117.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4099</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>908.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N506UA</td>\n",
+       "      <td>311</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12195</td>\n",
+       "      <td>4530</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>934.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1058.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4693</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13335</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>937.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>4233</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>943.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24211</td>\n",
+       "      <td>1142</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>950.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N508JB</td>\n",
+       "      <td>717</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>959.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1247.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17159</td>\n",
+       "      <td>4537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1002.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N816UA</td>\n",
+       "      <td>385</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1004.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17138</td>\n",
+       "      <td>4185</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1018.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1252.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N347NB</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1025.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>4711</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1058.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>600</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1115.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N491UA</td>\n",
+       "      <td>720</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>4445</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1121.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1501.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N475AA</td>\n",
+       "      <td>721</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1151.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33203</td>\n",
+       "      <td>1515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>365.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1159.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1306.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8976E</td>\n",
+       "      <td>3667</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1223.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1324.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12218</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1239.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N667UA</td>\n",
+       "      <td>575</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1245.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>673</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1245.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1256.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>5026</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>3826</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87531</td>\n",
+       "      <td>1000</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13541</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>4641</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39461</td>\n",
+       "      <td>1250</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13559</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4628</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HMAA</td>\n",
+       "      <td>1850</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13589</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N397SW</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13608</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14153</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13639</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N711ZX</td>\n",
+       "      <td>963</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>363.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N922MQ</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>502.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>497.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N661JB</td>\n",
+       "      <td>517</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>12</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13690</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N15710</td>\n",
+       "      <td>1710</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FAAA</td>\n",
+       "      <td>565</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N298WN</td>\n",
+       "      <td>161</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13713</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N646JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8646A</td>\n",
+       "      <td>3719</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>4997</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N635SW</td>\n",
+       "      <td>440</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CGAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13765</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>393</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8794B</td>\n",
+       "      <td>4357</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N1EAMQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13786</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N306DQ</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14902</td>\n",
+       "      <td>4316</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17560</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GYAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27724</td>\n",
+       "      <td>1221</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13814</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N820AY</td>\n",
+       "      <td>4178</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13817</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3427</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14186</td>\n",
+       "      <td>4271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>4626</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N530MQ</td>\n",
+       "      <td>4674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>4520</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13837</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EWAA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>371.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N25705</td>\n",
+       "      <td>1139</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3355</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13843</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>4413</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13852</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>5203</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CRW</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>444</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>3375</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13862</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301DQ</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N443UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13869</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13873</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8933B</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N659JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CKAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>3368</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3369</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>4175</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13902</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10156</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13904</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4108</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BUAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17115</td>\n",
+       "      <td>4412</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11119</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>3274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13913</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N495UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N633JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8943A</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4133</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N846MQ</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N877AS</td>\n",
+       "      <td>5693</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N589JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>4507</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8794B</td>\n",
+       "      <td>3798</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N503JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FXAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3320</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13936</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4088</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N283WN</td>\n",
+       "      <td>530</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8694A</td>\n",
+       "      <td>3609</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8982A</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>5683</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14186</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13946</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>3833</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N737MQ</td>\n",
+       "      <td>4573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4162</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14110</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>723.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>934.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>4941</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14140</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>756.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>949.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4424</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14143</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>801.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1002.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>4911</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14151</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>806.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>917.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>4241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>823.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JDAA</td>\n",
+       "      <td>707</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>954.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4409</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1010.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HEAA</td>\n",
+       "      <td>717</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14293</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1012.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DCAA</td>\n",
+       "      <td>1895</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1019.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>1149.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>6055</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>4250</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1124.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N544AA</td>\n",
+       "      <td>731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1130.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4640</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14171</td>\n",
+       "      <td>4671</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>3826</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4231</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14524</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N533UA</td>\n",
+       "      <td>315</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4571</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8458A</td>\n",
+       "      <td>3635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14670</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14686</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14701</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3355</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>4622</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4581</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N907DL</td>\n",
+       "      <td>1508</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10156</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12145</td>\n",
+       "      <td>4480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N510MJ</td>\n",
+       "      <td>3750</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8794B</td>\n",
+       "      <td>4027</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14837</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>602</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12122</td>\n",
+       "      <td>4520</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14852</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8673D</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14853</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14857</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11119</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CFAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4437</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4108</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14880</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24103</td>\n",
+       "      <td>4532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>4227</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4133</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14902</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N512UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11544</td>\n",
+       "      <td>4412</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>3271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>80</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>936.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1239.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>945.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4388</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>951.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FFAA</td>\n",
+       "      <td>655</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>STT</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1623</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15214</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1005.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1314.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N322US</td>\n",
+       "      <td>1885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15252</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1103.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>HA</td>\n",
+       "      <td>N388HA</td>\n",
+       "      <td>51</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>611.0</td>\n",
+       "      <td>4983</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1158.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1334.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1220.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3754A</td>\n",
+       "      <td>1529</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1243.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8683B</td>\n",
+       "      <td>3961</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>618</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11119</td>\n",
+       "      <td>3815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N228PQ</td>\n",
+       "      <td>3694</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4280</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1501.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N439UA</td>\n",
+       "      <td>385</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4641</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17169</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N373DA</td>\n",
+       "      <td>2043</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15516</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13124</td>\n",
+       "      <td>4571</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N374AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15582</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N322US</td>\n",
+       "      <td>1695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N550AA</td>\n",
+       "      <td>2223</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15661</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21129</td>\n",
+       "      <td>4271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15666</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BPAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11164</td>\n",
+       "      <td>4372</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CRAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N849UA</td>\n",
+       "      <td>812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N503UA</td>\n",
+       "      <td>509</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3424</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11187</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17169</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WKAA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N839UA</td>\n",
+       "      <td>754</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3314</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15832</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>4619</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>80</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11164</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>19</td>\n",
+       "      <td>623.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>902.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N442UA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>19</td>\n",
+       "      <td>859.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1013.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>1305</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16055</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>19</td>\n",
+       "      <td>929.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12126</td>\n",
+       "      <td>4498</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16068</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>19</td>\n",
+       "      <td>948.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1102.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>3812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16093</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1038.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12122</td>\n",
+       "      <td>4297</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1227.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N67058</td>\n",
+       "      <td>1120</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16177</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14731</td>\n",
+       "      <td>1461</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>4601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N856MQ</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5469</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16267</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N316US</td>\n",
+       "      <td>2079</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N519UA</td>\n",
+       "      <td>501</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N601MQ</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8659B</td>\n",
+       "      <td>4105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N340NB</td>\n",
+       "      <td>935</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16395</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N37700</td>\n",
+       "      <td>1773</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N722TW</td>\n",
+       "      <td>31</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DLAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16466</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N374AA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N422UA</td>\n",
+       "      <td>662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601XJ</td>\n",
+       "      <td>3798</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8659B</td>\n",
+       "      <td>3694</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1024.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1252.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4140</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1053.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57864</td>\n",
+       "      <td>1669</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1356.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N704X</td>\n",
+       "      <td>120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17039</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N608QX</td>\n",
+       "      <td>5469</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>3817</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17094</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N349AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>376.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17097</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N579AA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N421UA</td>\n",
+       "      <td>531</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>4479</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17150</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N205FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N709JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17181</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76523</td>\n",
+       "      <td>1637</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17200</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N820UA</td>\n",
+       "      <td>593</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N5PBMQ</td>\n",
+       "      <td>4626</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4627</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12136</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17255</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N365AA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11187</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N444UA</td>\n",
+       "      <td>602</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12166</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4108</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17288</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N305AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>3833</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17293</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14117</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N589JB</td>\n",
+       "      <td>529</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17300</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>3819</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4519</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4162</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4698</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14177</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>22</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>854.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1041.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4334</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>924.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1117.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15574</td>\n",
+       "      <td>4691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>950.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4409</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1058.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1245.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17185</td>\n",
+       "      <td>4099</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1104.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11187</td>\n",
+       "      <td>3815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1118.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1318.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N167US</td>\n",
+       "      <td>1427</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17688</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1230.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N826AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1230.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N522UA</td>\n",
+       "      <td>328</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17718</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N329NB</td>\n",
+       "      <td>1174</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1303.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>4658</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12201</td>\n",
+       "      <td>4298</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17757</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1356.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>4090</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15574</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17804</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N406UA</td>\n",
+       "      <td>385</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N710TW</td>\n",
+       "      <td>2126</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>3840</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76265</td>\n",
+       "      <td>1702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78501</td>\n",
+       "      <td>1579</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>3817</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17904</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N480WN</td>\n",
+       "      <td>477</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12167</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N505JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N352AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N840MQ</td>\n",
+       "      <td>4525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N736MQ</td>\n",
+       "      <td>4447</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N197JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N440UA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17976</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8932C</td>\n",
+       "      <td>3689</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17996</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N829AY</td>\n",
+       "      <td>3635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18000</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N339AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18049</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77530</td>\n",
+       "      <td>1593</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18050</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N759GS</td>\n",
+       "      <td>408</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18055</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N383AA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18061</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DYAA</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>EGE</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>1747</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18071</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>1111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15574</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18128</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>3424</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18146</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5203</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>3274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18159</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18160</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N344AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18162</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12201</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>4108</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N923XJ</td>\n",
+       "      <td>3314</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18182</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N565JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18184</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N521JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N559AA</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N402UA</td>\n",
+       "      <td>647</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N442UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18200</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18205</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8932C</td>\n",
+       "      <td>3609</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18208</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18209</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4088</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>919.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EVAA</td>\n",
+       "      <td>655</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>STT</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1623</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1110.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1259.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10156</td>\n",
+       "      <td>4711</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18541</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1110.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1246.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N596AA</td>\n",
+       "      <td>319</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1115.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15985</td>\n",
+       "      <td>4156</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N652AW</td>\n",
+       "      <td>75</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1205.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N737US</td>\n",
+       "      <td>2171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N666DN</td>\n",
+       "      <td>1647</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18585</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N836AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N979DL</td>\n",
+       "      <td>2044</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1239.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1356.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N530MQ</td>\n",
+       "      <td>3795</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4264</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11107</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N539MQ</td>\n",
+       "      <td>4588</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11164</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N730MQ</td>\n",
+       "      <td>4429</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18848</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76062</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18873</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N309US</td>\n",
+       "      <td>2115</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18880</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N515MJ</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4571</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>4669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17560</td>\n",
+       "      <td>4485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18943</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8933B</td>\n",
+       "      <td>3719</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10156</td>\n",
+       "      <td>4480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18951</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21144</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N272AT</td>\n",
+       "      <td>623</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18975</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>4484</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18981</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>3805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18991</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N517MQ</td>\n",
+       "      <td>4674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19000</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>4520</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N739MQ</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CRW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>444</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3424</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19022</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19023</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4316</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4175</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19031</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N323AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N996AT</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19047</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>4569</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CBAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19049</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19051</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12167</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19053</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3369</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19055</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4108</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19056</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N732SW</td>\n",
+       "      <td>633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N440LV</td>\n",
+       "      <td>981</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19065</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N834AS</td>\n",
+       "      <td>5693</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19068</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CEAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19072</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8698A</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19075</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19076</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>3274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19080</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19081</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16183</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19083</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19086</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N940AT</td>\n",
+       "      <td>354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3320</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19089</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N424WN</td>\n",
+       "      <td>530</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19091</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N840MQ</td>\n",
+       "      <td>4573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19093</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4227</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19094</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12142</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19095</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N585JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19097</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N505UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19102</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N539MQ</td>\n",
+       "      <td>4660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19106</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19107</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N519JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N315US</td>\n",
+       "      <td>2155</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19110</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>4584</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4519</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>708.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1011.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GHAA</td>\n",
+       "      <td>707</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>737.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1044.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>135</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>746.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>852.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10156</td>\n",
+       "      <td>4241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19240</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>750.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>957.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>4911</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>817.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1003.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>905</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>828.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1117.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23708</td>\n",
+       "      <td>1410</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>836.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1049.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N537JB</td>\n",
+       "      <td>117</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>922.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1144.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4172</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>923.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3737C</td>\n",
+       "      <td>1429</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>937.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1227.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N914DE</td>\n",
+       "      <td>1959</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1031.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N603JB</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1034.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N41104</td>\n",
+       "      <td>4246</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1036.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N900PC</td>\n",
+       "      <td>301</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1041.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>HA</td>\n",
+       "      <td>N380HA</td>\n",
+       "      <td>51</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>653.0</td>\n",
+       "      <td>4983</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1046.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1354.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N930DL</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3405</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1121.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>4185</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21144</td>\n",
+       "      <td>4364</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1139.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11107</td>\n",
+       "      <td>4663</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1334.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4711</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1153.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N552UW</td>\n",
+       "      <td>196</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1251.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76523</td>\n",
+       "      <td>1515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>381.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1316.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N514AA</td>\n",
+       "      <td>743</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1316.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N544MQ</td>\n",
+       "      <td>4601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1352.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>1006</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4445</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N377AA</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4688</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4087</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N630JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N41104</td>\n",
+       "      <td>4628</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N504UA</td>\n",
+       "      <td>523</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19667</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14186</td>\n",
+       "      <td>3263</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19669</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>478.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>486.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N326NB</td>\n",
+       "      <td>2119</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N508UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N401UA</td>\n",
+       "      <td>997</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N472AA</td>\n",
+       "      <td>883</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JGAA</td>\n",
+       "      <td>763</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14568</td>\n",
+       "      <td>4588</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N930DL</td>\n",
+       "      <td>1508</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N521MQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19808</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14203</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N621AA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19852</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>4316</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>1111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21144</td>\n",
+       "      <td>4480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19894</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24128</td>\n",
+       "      <td>4520</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N495UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14250</td>\n",
+       "      <td>1078</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N739MQ</td>\n",
+       "      <td>4413</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N577UA</td>\n",
+       "      <td>612</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N365AA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19975</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8930E</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19976</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N600QX</td>\n",
+       "      <td>5203</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19984</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>3274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19987</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3439</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19993</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19999</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N277WN</td>\n",
+       "      <td>633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20003</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20013</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16561</td>\n",
+       "      <td>3819</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20120</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>721.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>850.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>742.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1030.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N819UA</td>\n",
+       "      <td>910</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20162</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>808.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>931.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N955UW</td>\n",
+       "      <td>2116</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20163</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>809.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1056.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N370NB</td>\n",
+       "      <td>2285</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>830.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1051.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17138</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>853.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12201</td>\n",
+       "      <td>4246</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20233</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>903.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75854</td>\n",
+       "      <td>1481</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>924.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1050.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>1051</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20261</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>929.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1144.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14568</td>\n",
+       "      <td>4691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1004.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1112.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>4457</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1011.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1205.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N337NW</td>\n",
+       "      <td>181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1022.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1225.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4122</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1026.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1217.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3353</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1027.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CEAA</td>\n",
+       "      <td>647</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1117.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N714US</td>\n",
+       "      <td>1277</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4663</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1133.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1309.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4234</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1203.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N758US</td>\n",
+       "      <td>2171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4240</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20382</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N909EV</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1440.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N530MQ</td>\n",
+       "      <td>4589</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1318.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N521JB</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>66</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1327.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4090</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12201</td>\n",
+       "      <td>4087</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8800G</td>\n",
+       "      <td>3638</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>372.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>3840</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11181</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N370NB</td>\n",
+       "      <td>1705</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>4577</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N511MJ</td>\n",
+       "      <td>3750</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3733Z</td>\n",
+       "      <td>2174</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17138</td>\n",
+       "      <td>4372</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N321NB</td>\n",
+       "      <td>1344</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N643JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N507JB</td>\n",
+       "      <td>8</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14162</td>\n",
+       "      <td>4640</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20577</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>525</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N505JB</td>\n",
+       "      <td>393</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N487UA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4671</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N739MQ</td>\n",
+       "      <td>4447</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4581</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N819UA</td>\n",
+       "      <td>627</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20642</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3355</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16561</td>\n",
+       "      <td>3817</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20662</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4571</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N948DL</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N914DE</td>\n",
+       "      <td>1508</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>12</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21144</td>\n",
+       "      <td>4271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N530MQ</td>\n",
+       "      <td>4661</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20688</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20695</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>3805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4588</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20712</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20713</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11119</td>\n",
+       "      <td>4125</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N194UW</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14250</td>\n",
+       "      <td>1593</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>391.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4316</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11184</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20758</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14177</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N566UA</td>\n",
+       "      <td>315</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20786</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N687DL</td>\n",
+       "      <td>1773</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17138</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N339NB</td>\n",
+       "      <td>1902</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>4227</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16112</td>\n",
+       "      <td>4480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N453UA</td>\n",
+       "      <td>812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20832</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N464UA</td>\n",
+       "      <td>738</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>369.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>4437</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N388DA</td>\n",
+       "      <td>6</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>602</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N445WN</td>\n",
+       "      <td>981</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N519JB</td>\n",
+       "      <td>171</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>385.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20853</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14162</td>\n",
+       "      <td>4520</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21144</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14105</td>\n",
+       "      <td>4532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N473WN</td>\n",
+       "      <td>633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34111</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20877</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20878</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N471UA</td>\n",
+       "      <td>890</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14186</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20891</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N993AT</td>\n",
+       "      <td>354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N382DA</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N709JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N511UA</td>\n",
+       "      <td>612</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20897</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N409UA</td>\n",
+       "      <td>299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N405UA</td>\n",
+       "      <td>647</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>3833</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20902</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12201</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N510JB</td>\n",
+       "      <td>529</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20904</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4108</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>4133</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4088</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>3271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>80</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14177</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N554JB</td>\n",
+       "      <td>515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20916</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N579UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N335NB</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20919</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>4519</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>370.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8646A</td>\n",
+       "      <td>4019</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>22</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N181UW</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8913A</td>\n",
+       "      <td>3609</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21065</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>749.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>931.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13133</td>\n",
+       "      <td>4471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>755.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1008.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4559</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21086</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>802.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1035.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4419</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21091</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>805.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3739P</td>\n",
+       "      <td>1415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21094</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>806.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>930.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13132</td>\n",
+       "      <td>4560</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21166</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>904.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1234.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N502UA</td>\n",
+       "      <td>397</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21188</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>922.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N554JB</td>\n",
+       "      <td>983</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>927.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>1051</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21200</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>947.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1158.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>4388</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21220</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1003.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>3815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1031.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1252.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11176</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21269</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1115.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>375</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1151.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4383</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>373</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1318.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14177</td>\n",
+       "      <td>4671</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>625</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N822UA</td>\n",
+       "      <td>561</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>66</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21410</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N719MQ</td>\n",
+       "      <td>4491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N162PQ</td>\n",
+       "      <td>3694</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>32</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N178US</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11150</td>\n",
+       "      <td>4231</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8505Q</td>\n",
+       "      <td>4178</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21552</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4571</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14120</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>370.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34110</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N503JB</td>\n",
+       "      <td>393</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>615</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N821AY</td>\n",
+       "      <td>3719</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21611</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N563UA</td>\n",
+       "      <td>407</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N517MQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N519MQ</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76065</td>\n",
+       "      <td>15</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>648.0</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N673AW</td>\n",
+       "      <td>656</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CFAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N196UW</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21663</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11109</td>\n",
+       "      <td>4316</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21666</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N979DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>1111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4588</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21701</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N737MQ</td>\n",
+       "      <td>4484</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21703</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21705</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N171US</td>\n",
+       "      <td>1973</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>130</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76502</td>\n",
+       "      <td>1054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>445</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N471UA</td>\n",
+       "      <td>954</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21721</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24212</td>\n",
+       "      <td>1139</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8960A</td>\n",
+       "      <td>3635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>3835</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11140</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N950DL</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15574</td>\n",
+       "      <td>4416</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8913A</td>\n",
+       "      <td>3689</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>3274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N402UA</td>\n",
+       "      <td>594</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N587AA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3739P</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14568</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N315US</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21758</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N361NB</td>\n",
+       "      <td>402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14153</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8672A</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21765</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>4437</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N639DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N537UA</td>\n",
+       "      <td>612</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N302NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N355NB</td>\n",
+       "      <td>2370</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21775</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3314</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5693</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4133</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21786</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3439</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18102</td>\n",
+       "      <td>3805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N365NW</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11199</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N810MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>3822</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13969</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34110</td>\n",
+       "      <td>4412</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N970DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11119</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21804</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>3819</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21808</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3320</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4162</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N723TW</td>\n",
+       "      <td>2363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>367.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N316US</td>\n",
+       "      <td>2155</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4619</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>80</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21814</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N339NB</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N657JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>104</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21817</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>4573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21818</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13133</td>\n",
+       "      <td>4108</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N725UW</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8960A</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>735.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>946.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N751UW</td>\n",
+       "      <td>1057</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>802.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>923.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N8326F</td>\n",
+       "      <td>1083</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>812.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1100.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N658JB</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22012</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>851.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FYAA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22044</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>918.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1110.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MYR</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>550</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22059</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1038.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4696</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22096</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1054.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>59</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22104</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1101.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N510JB</td>\n",
+       "      <td>215</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22111</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1121.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1246.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8808H</td>\n",
+       "      <td>3661</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22145</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1202.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N640JB</td>\n",
+       "      <td>373</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22181</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1318.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N519MQ</td>\n",
+       "      <td>3792</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22205</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N325US</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22209</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4513</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22214</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1408.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>32</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8444F</td>\n",
+       "      <td>4051</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22219</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1414.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12201</td>\n",
+       "      <td>4241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N592JB</td>\n",
+       "      <td>991</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N850UA</td>\n",
+       "      <td>664</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N563JB</td>\n",
+       "      <td>63</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33103</td>\n",
+       "      <td>1199</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N826MQ</td>\n",
+       "      <td>4403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4369</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N571UA</td>\n",
+       "      <td>734</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N537MQ</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8869B</td>\n",
+       "      <td>3689</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N66051</td>\n",
+       "      <td>1205</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>3427</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N424UA</td>\n",
+       "      <td>662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N909EV</td>\n",
+       "      <td>5693</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13132</td>\n",
+       "      <td>4703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N803UA</td>\n",
+       "      <td>600</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22589</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>704.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>815.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21144</td>\n",
+       "      <td>4201</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>747.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1024.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>125</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>829.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1044.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N457UA</td>\n",
+       "      <td>311</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22711</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>923.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1036.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>1305</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1024.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1314.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N948DL</td>\n",
+       "      <td>1959</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22765</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1049.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1229.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>219</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1059.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N513AA</td>\n",
+       "      <td>721</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1224.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8869B</td>\n",
+       "      <td>3661</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>4158</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N802UA</td>\n",
+       "      <td>952</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>4893</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4231</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22963</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N659AW</td>\n",
+       "      <td>186</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N989AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22976</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N69063</td>\n",
+       "      <td>15</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>636.0</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8665A</td>\n",
+       "      <td>4357</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23033</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>4212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N478AA</td>\n",
+       "      <td>883</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23042</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23058</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23063</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N736MQ</td>\n",
+       "      <td>4447</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8869B</td>\n",
+       "      <td>4105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23085</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3452</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23091</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CYAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23096</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N809UA</td>\n",
+       "      <td>627</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23100</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8588D</td>\n",
+       "      <td>3689</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23208</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23210</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33132</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N781WN</td>\n",
+       "      <td>389</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JGAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23245</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10156</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N507JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ENAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77258</td>\n",
+       "      <td>1437</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38424</td>\n",
+       "      <td>120</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N904DE</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3424</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16178</td>\n",
+       "      <td>3272</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N802UA</td>\n",
+       "      <td>754</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17115</td>\n",
+       "      <td>4412</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N274WN</td>\n",
+       "      <td>633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>3833</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N425UA</td>\n",
+       "      <td>299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4698</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>728.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>4559</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>746.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1000.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N467UA</td>\n",
+       "      <td>338</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>748.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1001.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N810MQ</td>\n",
+       "      <td>4401</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>751.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1033.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N526JB</td>\n",
+       "      <td>71</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>803.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1108.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>125</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>809.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>911.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>823.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>958.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>4424</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>837.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>957.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4533</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>900.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16183</td>\n",
+       "      <td>4214</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>910.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1208.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N552UA</td>\n",
+       "      <td>451</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>915.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1039.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N803MQ</td>\n",
+       "      <td>4406</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>951.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1112.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11121</td>\n",
+       "      <td>4409</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>957.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>1172</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1015.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1018.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N510JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1100.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N239JB</td>\n",
+       "      <td>600</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N547AA</td>\n",
+       "      <td>1855</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1216.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N730MQ</td>\n",
+       "      <td>4485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23732</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1225.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4250</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1256.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N408WN</td>\n",
+       "      <td>145</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23757</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1303.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N114UW</td>\n",
+       "      <td>1443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>3792</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N526JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76064</td>\n",
+       "      <td>15</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>641.0</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23855</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N546MQ</td>\n",
+       "      <td>4577</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23868</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N826AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>63</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23873</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N303DQ</td>\n",
+       "      <td>401</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N365NB</td>\n",
+       "      <td>935</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23902</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N828UA</td>\n",
+       "      <td>595</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11119</td>\n",
+       "      <td>4372</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N585JB</td>\n",
+       "      <td>537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>3817</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N638MQ</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N770SA</td>\n",
+       "      <td>4215</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N371NW</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23975</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N324US</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23985</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N910XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N542UW</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24000</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N510JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24004</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8907A</td>\n",
+       "      <td>4357</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N396DA</td>\n",
+       "      <td>91</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24023</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>4485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DBAA</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>EGE</td>\n",
+       "      <td>382.0</td>\n",
+       "      <td>1747</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24035</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N231WN</td>\n",
+       "      <td>891</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3730B</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24039</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N539MQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24042</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JFAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24049</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24064</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N902WN</td>\n",
+       "      <td>216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24065</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N855MQ</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24077</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N513UA</td>\n",
+       "      <td>424</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N911DA</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24085</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CAAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N621SW</td>\n",
+       "      <td>161</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24101</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N617MQ</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24105</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3453</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24107</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EDAA</td>\n",
+       "      <td>119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24110</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N677AW</td>\n",
+       "      <td>449</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24121</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>1111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24145</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8525B</td>\n",
+       "      <td>4178</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21129</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4520</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24155</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8533D</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24157</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24163</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N792SW</td>\n",
+       "      <td>808</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3314</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>3439</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24182</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>5054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24194</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8588D</td>\n",
+       "      <td>3609</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24203</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N423UA</td>\n",
+       "      <td>890</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N739MQ</td>\n",
+       "      <td>4573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24208</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>3368</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24210</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N901DE</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N855UA</td>\n",
+       "      <td>812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24213</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>3819</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24216</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8907A</td>\n",
+       "      <td>3798</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24218</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N429UA</td>\n",
+       "      <td>647</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>802.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1049.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>203</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>818.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1031.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4393</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24541</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>946.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1106.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8541D</td>\n",
+       "      <td>4220</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24594</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1057.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14143</td>\n",
+       "      <td>4530</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1106.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>4636</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1110.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N829AY</td>\n",
+       "      <td>3667</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24786</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4688</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N396AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WTAA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24946</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4588</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24986</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CVAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HDAA</td>\n",
+       "      <td>1790</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25002</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XPAA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N826UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BWAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25039</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N202AA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25044</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>3805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25049</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N492UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25057</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14117</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25058</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25076</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16709</td>\n",
+       "      <td>1139</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25095</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4227</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25096</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13161</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25117</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N607LR</td>\n",
+       "      <td>4997</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25121</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N423UA</td>\n",
+       "      <td>954</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N804UA</td>\n",
+       "      <td>754</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25293</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>740.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>936.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12142</td>\n",
+       "      <td>4471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>855.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1051.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4533</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>948.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1051.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>3422</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>949.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4393</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>957.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4107</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1005.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>4548</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1025.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N568JB</td>\n",
+       "      <td>983</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1030.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1203.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4636</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1033.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1327.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11194</td>\n",
+       "      <td>4364</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1034.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1341.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N630AA</td>\n",
+       "      <td>647</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1037.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4233</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1103.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4392</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25472</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1217.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1114.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1319.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12195</td>\n",
+       "      <td>4498</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3405</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25481</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1118.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>3259</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1245.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N909EV</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1145.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N31131</td>\n",
+       "      <td>4530</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4112</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N745VJ</td>\n",
+       "      <td>2171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1217.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N754EV</td>\n",
+       "      <td>5273</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1220.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8877A</td>\n",
+       "      <td>4023</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>OO</td>\n",
+       "      <td>N978SW</td>\n",
+       "      <td>8500</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>4691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73259</td>\n",
+       "      <td>1663</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1257.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27200</td>\n",
+       "      <td>4694</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>4658</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4445</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>4711</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1356.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N935XJ</td>\n",
+       "      <td>3483</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>4426</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1412.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4129</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N587AA</td>\n",
+       "      <td>329</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>4231</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14158</td>\n",
+       "      <td>4628</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N740SW</td>\n",
+       "      <td>390</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>4688</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14204</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N588JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25643</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N208WN</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EXAA</td>\n",
+       "      <td>753</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N805JB</td>\n",
+       "      <td>1783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N515MJ</td>\n",
+       "      <td>3750</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25670</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N918DE</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>393</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3766</td>\n",
+       "      <td>2043</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25695</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25700</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N369NB</td>\n",
+       "      <td>1902</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25701</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>3835</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>4581</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N326AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3746H</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25732</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N662JB</td>\n",
+       "      <td>157</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GTAA</td>\n",
+       "      <td>763</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N954AT</td>\n",
+       "      <td>620</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8888D</td>\n",
+       "      <td>3719</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24729</td>\n",
+       "      <td>1710</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>139</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25775</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N374NW</td>\n",
+       "      <td>1695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N322NB</td>\n",
+       "      <td>1473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8790A</td>\n",
+       "      <td>4178</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N389SW</td>\n",
+       "      <td>440</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N809JB</td>\n",
+       "      <td>36</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N365NB</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N491UA</td>\n",
+       "      <td>357</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87512</td>\n",
+       "      <td>1259</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N641JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16561</td>\n",
+       "      <td>3805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N304DQ</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8696C</td>\n",
+       "      <td>4027</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N334NB</td>\n",
+       "      <td>706</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N832MQ</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25814</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N657JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25817</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>4316</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3355</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N938DL</td>\n",
+       "      <td>1508</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25832</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N228WN</td>\n",
+       "      <td>216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N370NB</td>\n",
+       "      <td>1779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N547UW</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N781WN</td>\n",
+       "      <td>808</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N424WN</td>\n",
+       "      <td>408</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N830UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76505</td>\n",
+       "      <td>1116</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25846</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N630AA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>4626</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12195</td>\n",
+       "      <td>4520</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73283</td>\n",
+       "      <td>1624</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N984DL</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AMAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>1111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25862</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25863</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N625JB</td>\n",
+       "      <td>675</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16713</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N923WN</td>\n",
+       "      <td>389</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N353NW</td>\n",
+       "      <td>2190</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25873</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3375</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38446</td>\n",
+       "      <td>1292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N534MQ</td>\n",
+       "      <td>3730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CRW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>444</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11194</td>\n",
+       "      <td>4109</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N589AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25891</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N807JB</td>\n",
+       "      <td>74</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11140</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25897</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21129</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N989AT</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N638VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N835AY</td>\n",
+       "      <td>4019</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73256</td>\n",
+       "      <td>1637</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N653JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N910WN</td>\n",
+       "      <td>633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N178US</td>\n",
+       "      <td>1973</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4227</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N196UW</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>3320</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N650AW</td>\n",
+       "      <td>449</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N296WN</td>\n",
+       "      <td>981</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25936</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>4175</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4133</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4108</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3424</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N951FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25948</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14117</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>3822</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25951</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N712JB</td>\n",
+       "      <td>155</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N947WN</td>\n",
+       "      <td>530</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>3819</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25955</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25956</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14204</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N618DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N15712</td>\n",
+       "      <td>1018</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4619</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>80</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25964</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N809JB</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25965</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>4660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25966</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N893AT</td>\n",
+       "      <td>354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>3833</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25972</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>3373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25973</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N933XJ</td>\n",
+       "      <td>3439</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26076</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N550WN</td>\n",
+       "      <td>530</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26080</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N663JB</td>\n",
+       "      <td>515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26081</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24128</td>\n",
+       "      <td>4162</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N239JB</td>\n",
+       "      <td>22</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26083</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>732.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>952.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4419</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26217</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>804.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1023.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14116</td>\n",
+       "      <td>4471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26232</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>817.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1022.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N722US</td>\n",
+       "      <td>1791</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>819.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12136</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>820.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>955.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4560</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>857.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1111.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N167US</td>\n",
+       "      <td>1226</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>908.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1112.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8475B</td>\n",
+       "      <td>3611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26300</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>913.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1046.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24224</td>\n",
+       "      <td>1162</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>924.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1147.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>4691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>928.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1133.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N824MQ</td>\n",
+       "      <td>4406</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>941.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1008.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1202.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>4521</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1011.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N624AG</td>\n",
+       "      <td>120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1021.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1218.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>3815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26360</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1044.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1324.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N500MQ</td>\n",
+       "      <td>4610</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26382</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N732US</td>\n",
+       "      <td>1277</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>4471</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1252.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8736A</td>\n",
+       "      <td>3667</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1158.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>1172</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1218.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1313.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N946UW</td>\n",
+       "      <td>2122</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1224.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N979DL</td>\n",
+       "      <td>2044</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87507</td>\n",
+       "      <td>1403</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N944UW</td>\n",
+       "      <td>2120</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4240</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>20</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>4090</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14116</td>\n",
+       "      <td>4298</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1357.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34282</td>\n",
+       "      <td>1143</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13124</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N824MQ</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>66</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26504</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34131</td>\n",
+       "      <td>1110</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N6702</td>\n",
+       "      <td>781</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>32</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26523</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73291</td>\n",
+       "      <td>1164</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26524</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BRAA</td>\n",
+       "      <td>753</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>3840</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N261WN</td>\n",
+       "      <td>1078</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N465WN</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N838UA</td>\n",
+       "      <td>595</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1041</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26589</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N661AW</td>\n",
+       "      <td>186</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26603</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11184</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11193</td>\n",
+       "      <td>4125</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26611</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5164</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>4579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ABAA</td>\n",
+       "      <td>1925</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N585JB</td>\n",
+       "      <td>393</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>3817</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26663</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13202</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26669</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NW</td>\n",
+       "      <td>1695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N923DL</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24128</td>\n",
+       "      <td>3820</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26685</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N837VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>377.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26687</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4540</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7702A</td>\n",
+       "      <td>4215</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26697</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N641JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12238</td>\n",
+       "      <td>1078</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N25705</td>\n",
+       "      <td>1259</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N959UW</td>\n",
+       "      <td>2136</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26713</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N650AW</td>\n",
+       "      <td>656</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N329NW</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>3805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>615</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N276WN</td>\n",
+       "      <td>891</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N1EAMQ</td>\n",
+       "      <td>4622</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N381DN</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FAAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N239WN</td>\n",
+       "      <td>161</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N705SW</td>\n",
+       "      <td>372</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24706</td>\n",
+       "      <td>1221</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12157</td>\n",
+       "      <td>4316</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>4484</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N820UA</td>\n",
+       "      <td>812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75432</td>\n",
+       "      <td>1292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12136</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DTAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DSAA</td>\n",
+       "      <td>119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N474AA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26804</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N702UW</td>\n",
+       "      <td>1973</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N369NW</td>\n",
+       "      <td>2190</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N709EV</td>\n",
+       "      <td>5054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26818</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N603AT</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N402AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N478WN</td>\n",
+       "      <td>216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4588</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N964WN</td>\n",
+       "      <td>408</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N827AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ANAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N426UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26834</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N206FR</td>\n",
+       "      <td>797</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>4532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3369</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N544MQ</td>\n",
+       "      <td>3730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26843</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N239JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N289CT</td>\n",
+       "      <td>389</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21129</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26848</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N906WN</td>\n",
+       "      <td>440</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N825AY</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26855</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13995</td>\n",
+       "      <td>4271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26857</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N517MQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26858</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>4674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>3320</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26862</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5693</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N697DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>3314</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JWAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26868</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N527AA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26869</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N489UA</td>\n",
+       "      <td>891</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BWAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13124</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26872</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N805AY</td>\n",
+       "      <td>3609</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26876</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N944UW</td>\n",
+       "      <td>2142</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26878</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N776WN</td>\n",
+       "      <td>808</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26880</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26883</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N309DE</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BKAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N736MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8894A</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11184</td>\n",
+       "      <td>4437</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26891</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N546AA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N966AT</td>\n",
+       "      <td>354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26898</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4412</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>3274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11176</td>\n",
+       "      <td>4108</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N734MQ</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26902</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>4584</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11194</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26904</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3439</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N627JB</td>\n",
+       "      <td>529</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11199</td>\n",
+       "      <td>3833</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N652JB</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14162</td>\n",
+       "      <td>3822</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>4519</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26916</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N473WN</td>\n",
+       "      <td>981</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>1</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>4573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1</td>\n",
+       "      <td>736.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>933.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N848MQ</td>\n",
+       "      <td>3351</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27283</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1</td>\n",
+       "      <td>946.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N724MQ</td>\n",
+       "      <td>3531</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1048.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1256.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N923DN</td>\n",
+       "      <td>914</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1238.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N848MQ</td>\n",
+       "      <td>3466</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>5373</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>5309</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12142</td>\n",
+       "      <td>3822</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N723UW</td>\n",
+       "      <td>1802</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N588UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>5091</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27837</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N754EV</td>\n",
+       "      <td>5311</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28182</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2</td>\n",
+       "      <td>835.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1049.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N552UA</td>\n",
+       "      <td>587</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N958DL</td>\n",
+       "      <td>1847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1247.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76515</td>\n",
+       "      <td>1572</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28688</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N506MQ</td>\n",
+       "      <td>3748</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N567UA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N9EAMQ</td>\n",
+       "      <td>3556</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N547AA</td>\n",
+       "      <td>2488</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N436UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28855</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N811MQ</td>\n",
+       "      <td>3301</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28858</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8698A</td>\n",
+       "      <td>3846</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73251</td>\n",
+       "      <td>1429</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>856.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1010.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N807MQ</td>\n",
+       "      <td>3370</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29217</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>926.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N518UA</td>\n",
+       "      <td>397</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>359.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N848MQ</td>\n",
+       "      <td>3531</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1034.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>189</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1039.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N306DQ</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29300</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1122.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>1357.0</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27733</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29335</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1216.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N754EV</td>\n",
+       "      <td>5273</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1220.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14117</td>\n",
+       "      <td>4632</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18114</td>\n",
+       "      <td>4495</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1225.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18102</td>\n",
+       "      <td>4679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>4187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21154</td>\n",
+       "      <td>4412</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17185</td>\n",
+       "      <td>6181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4628</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1440.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11137</td>\n",
+       "      <td>4297</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1408.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>3828</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29360</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N827AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N612QX</td>\n",
+       "      <td>5309</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>378</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>3852</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N391CA</td>\n",
+       "      <td>5373</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N426AA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29466</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>5207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29476</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>5299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>4335</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29516</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15985</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>6054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>4640</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29555</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>4696</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>6049</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N850UA</td>\n",
+       "      <td>643</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29579</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5378</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16178</td>\n",
+       "      <td>4144</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N759EV</td>\n",
+       "      <td>4949</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EEAA</td>\n",
+       "      <td>1156</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29669</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N374JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29685</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29691</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>4175</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AVL</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>583</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>3825</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N842UA</td>\n",
+       "      <td>708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N342NB</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>3813</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4201</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29758</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>602</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>3843</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21154</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14117</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AEAA</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N983DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3753</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5293</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>296</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29857</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N810UA</td>\n",
+       "      <td>203</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29862</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>5383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>254</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29868</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37434</td>\n",
+       "      <td>1115</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29897</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3330</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16178</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15985</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N850UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29916</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N709EV</td>\n",
+       "      <td>5209</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29919</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N759EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>5815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N419UA</td>\n",
+       "      <td>208</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12201</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30008</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>651.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>917.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N553UA</td>\n",
+       "      <td>252</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30102</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>803.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1102.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>839.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1002.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>4241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30172</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>852.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1000.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N8328A</td>\n",
+       "      <td>423</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30228</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>954.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17169</td>\n",
+       "      <td>4388</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>955.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1001.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N547UW</td>\n",
+       "      <td>495</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1133.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N605QX</td>\n",
+       "      <td>5222</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1203.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1256.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>3302</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1309.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N804MQ</td>\n",
+       "      <td>3281</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1309.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11140</td>\n",
+       "      <td>4567</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15985</td>\n",
+       "      <td>6049</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4144</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11113</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3LBAA</td>\n",
+       "      <td>1155</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30659</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>5091</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N804MQ</td>\n",
+       "      <td>3532</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N494WN</td>\n",
+       "      <td>2988</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30706</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N608QX</td>\n",
+       "      <td>4978</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EAAA</td>\n",
+       "      <td>45</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3310</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14180</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N817UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>5811</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>5209</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30999</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>704.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>809.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N764SW</td>\n",
+       "      <td>1884</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>925.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3538</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1022.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1124.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>84</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31187</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1033.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1157.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4510</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1220.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N614QX</td>\n",
+       "      <td>5475</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N689DL</td>\n",
+       "      <td>1947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N388AA</td>\n",
+       "      <td>178</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31360</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N835UA</td>\n",
+       "      <td>394</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31386</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WPAA</td>\n",
+       "      <td>320</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N173DZ</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N674DL</td>\n",
+       "      <td>31</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N400WN</td>\n",
+       "      <td>3128</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N445WN</td>\n",
+       "      <td>1839</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31541</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EUAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87507</td>\n",
+       "      <td>1284</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31555</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N614QX</td>\n",
+       "      <td>5484</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31564</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N206JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N463UA</td>\n",
+       "      <td>244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38727</td>\n",
+       "      <td>1075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N509UA</td>\n",
+       "      <td>237</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>6</td>\n",
+       "      <td>801.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>939</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1025.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N370NB</td>\n",
+       "      <td>831</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1054.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>163</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1041</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1216.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8598B</td>\n",
+       "      <td>4060</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1412.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N806MQ</td>\n",
+       "      <td>3281</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32053</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1357.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N528AA</td>\n",
+       "      <td>1223</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32200</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>5091</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N912DE</td>\n",
+       "      <td>847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N679MQ</td>\n",
+       "      <td>3075</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N632SW</td>\n",
+       "      <td>292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CNAA</td>\n",
+       "      <td>67</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N841AY</td>\n",
+       "      <td>3854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>610</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15985</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>3349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3765</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4278</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>602</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N629VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11127</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32524</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N309US</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>3842</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N415WN</td>\n",
+       "      <td>382</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N535JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32541</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13124</td>\n",
+       "      <td>5815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14972</td>\n",
+       "      <td>4509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>721.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>827.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5716</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>749.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>851.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N495UA</td>\n",
+       "      <td>279</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32786</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>904.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1133.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>5621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>936.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1216.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N195UW</td>\n",
+       "      <td>1831</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1028.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N605QX</td>\n",
+       "      <td>5475</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N554UW</td>\n",
+       "      <td>1808</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8560F</td>\n",
+       "      <td>3579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1153.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N489UA</td>\n",
+       "      <td>447</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32966</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N908XJ</td>\n",
+       "      <td>3493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32986</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1306.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5309</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N612QX</td>\n",
+       "      <td>5207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33075</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33091</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N751UW</td>\n",
+       "      <td>2183</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33094</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N423WN</td>\n",
+       "      <td>246</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33099</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N740UW</td>\n",
+       "      <td>2179</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N816UA</td>\n",
+       "      <td>446</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33125</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8923A</td>\n",
+       "      <td>3983</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33126</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KMAA</td>\n",
+       "      <td>1155</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N769US</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33128</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12157</td>\n",
+       "      <td>4193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N711UW</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N722EV</td>\n",
+       "      <td>5395</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35407</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33141</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N335NB</td>\n",
+       "      <td>1935</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33143</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N820AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33144</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>5283</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N430UA</td>\n",
+       "      <td>491</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33151</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N925MQ</td>\n",
+       "      <td>3075</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33159</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12116</td>\n",
+       "      <td>1054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33160</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76269</td>\n",
+       "      <td>1246</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33162</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3527</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33164</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N378NW</td>\n",
+       "      <td>1705</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DPAA</td>\n",
+       "      <td>172</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33175</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N684MQ</td>\n",
+       "      <td>2793</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N833UA</td>\n",
+       "      <td>681</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33182</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3327</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33183</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N857MQ</td>\n",
+       "      <td>3386</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33184</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N598UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13124</td>\n",
+       "      <td>3813</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33187</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N336NB</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33194</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N1605</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N752US</td>\n",
+       "      <td>1714</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>96</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N693MQ</td>\n",
+       "      <td>3216</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33200</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38458</td>\n",
+       "      <td>1593</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33201</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N544MQ</td>\n",
+       "      <td>3199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N446UA</td>\n",
+       "      <td>589</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33205</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CKAA</td>\n",
+       "      <td>211</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>408</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33208</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N523UA</td>\n",
+       "      <td>509</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33209</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WSAA</td>\n",
+       "      <td>320</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33210</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301NB</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33213</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N521JB</td>\n",
+       "      <td>283</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33214</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N760JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N348NB</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7740A</td>\n",
+       "      <td>3580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5293</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>296</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33227</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75428</td>\n",
+       "      <td>1692</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33228</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N759EV</td>\n",
+       "      <td>5091</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33229</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N312US</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33230</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33233</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11109</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N940DL</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33240</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14991</td>\n",
+       "      <td>3824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>378.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N709SW</td>\n",
+       "      <td>137</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N825UA</td>\n",
+       "      <td>708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N660MQ</td>\n",
+       "      <td>2949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>4133</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N193JB</td>\n",
+       "      <td>86</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7702A</td>\n",
+       "      <td>134</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15985</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33261</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N628AW</td>\n",
+       "      <td>516</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33264</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16178</td>\n",
+       "      <td>4201</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YSAA</td>\n",
+       "      <td>2223</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N364NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33269</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>3556</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87531</td>\n",
+       "      <td>1048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>3748</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KWAA</td>\n",
+       "      <td>291</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37465</td>\n",
+       "      <td>1139</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11113</td>\n",
+       "      <td>4113</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N439UA</td>\n",
+       "      <td>375</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N836AY</td>\n",
+       "      <td>3932</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N383AA</td>\n",
+       "      <td>2351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N623DL</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N821UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N558UA</td>\n",
+       "      <td>360</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>1516</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N53441</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>1119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3320</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N376NW</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N719EV</td>\n",
+       "      <td>5298</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1148</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33300</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N723EV</td>\n",
+       "      <td>5287</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YDAA</td>\n",
+       "      <td>2488</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>2302</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N716EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N615JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N355NB</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N944UW</td>\n",
+       "      <td>2156</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N322US</td>\n",
+       "      <td>1365</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N950UW</td>\n",
+       "      <td>2154</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33315</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37287</td>\n",
+       "      <td>1165</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N199UW</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N641VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77520</td>\n",
+       "      <td>1665</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N239JB</td>\n",
+       "      <td>2480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N595UA</td>\n",
+       "      <td>535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N946UW</td>\n",
+       "      <td>2158</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N944WN</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3513</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N350NA</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N332NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N968DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N967WN</td>\n",
+       "      <td>2698</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33334</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N497WN</td>\n",
+       "      <td>209</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N812MQ</td>\n",
+       "      <td>3713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N806UA</td>\n",
+       "      <td>775</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N324NB</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N422UA</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N349NB</td>\n",
+       "      <td>2142</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N638VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8533D</td>\n",
+       "      <td>4245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N519MQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N908XJ</td>\n",
+       "      <td>3555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N379DA</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N54711</td>\n",
+       "      <td>1128</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N344NB</td>\n",
+       "      <td>2370</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N964WN</td>\n",
+       "      <td>2067</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N368NB</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33360</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>3849</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WJAA</td>\n",
+       "      <td>363</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N823UA</td>\n",
+       "      <td>203</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N308AT</td>\n",
+       "      <td>626</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N794JB</td>\n",
+       "      <td>225</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N804JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N564UA</td>\n",
+       "      <td>237</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33371</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N853VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N950DL</td>\n",
+       "      <td>2002</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87513</td>\n",
+       "      <td>1064</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FRAA</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N302NB</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N986DL</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>3843</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33378</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N711UW</td>\n",
+       "      <td>2193</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36469</td>\n",
+       "      <td>1224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N921DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33382</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N429UA</td>\n",
+       "      <td>693</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N153UW</td>\n",
+       "      <td>2039</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17245</td>\n",
+       "      <td>1528</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N566JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33389</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11119</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WNAA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33394</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N927AT</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33395</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N583JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>3331</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>5956</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N708JB</td>\n",
+       "      <td>1013</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>71</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N530MQ</td>\n",
+       "      <td>3662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N416UA</td>\n",
+       "      <td>374</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N807UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N933WN</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N612QX</td>\n",
+       "      <td>5387</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8877A</td>\n",
+       "      <td>3843</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33410</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N328NW</td>\n",
+       "      <td>2057</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33411</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26208</td>\n",
+       "      <td>1545</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N839MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N54241</td>\n",
+       "      <td>1049</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8928A</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N659JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33419</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8923A</td>\n",
+       "      <td>3885</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N855UA</td>\n",
+       "      <td>208</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76265</td>\n",
+       "      <td>1651</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N384DA</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N836MQ</td>\n",
+       "      <td>3573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7741C</td>\n",
+       "      <td>490</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N722EV</td>\n",
+       "      <td>5209</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38467</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18114</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3470</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N940AT</td>\n",
+       "      <td>354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N761ND</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N520UA</td>\n",
+       "      <td>471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>4885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ILM</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>500</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21154</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33442</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16112</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>5383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>254</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N441UA</td>\n",
+       "      <td>475</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N517MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N820UA</td>\n",
+       "      <td>523</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N630JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N944UW</td>\n",
+       "      <td>2164</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3304</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87507</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>5311</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N923WN</td>\n",
+       "      <td>2520</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N661JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>5904</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>8</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12157</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>8</td>\n",
+       "      <td>801.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>949.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N582CA</td>\n",
+       "      <td>5503</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>8</td>\n",
+       "      <td>815.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N555UA</td>\n",
+       "      <td>821</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33775</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>8</td>\n",
+       "      <td>907.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1003.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N806MQ</td>\n",
+       "      <td>3370</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>8</td>\n",
+       "      <td>916.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1039.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>5463</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33788</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>8</td>\n",
+       "      <td>921.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1127.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14186</td>\n",
+       "      <td>4166</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>8</td>\n",
+       "      <td>922.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1102.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>3829</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>8</td>\n",
+       "      <td>925.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N814UA</td>\n",
+       "      <td>454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33810</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>8</td>\n",
+       "      <td>942.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3507</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33834</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1013.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N612QX</td>\n",
+       "      <td>5220</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>254</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1202.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>518</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1327.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N500MQ</td>\n",
+       "      <td>3230</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34245</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N923XJ</td>\n",
+       "      <td>3347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N933DL</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13161</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34481</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N834UA</td>\n",
+       "      <td>375</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34482</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3331</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34712</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>846.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1022.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5747</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>957.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1108.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1001.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1239.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N402UA</td>\n",
+       "      <td>207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34858</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1127.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1233.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GEAA</td>\n",
+       "      <td>84</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35020</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N705JB</td>\n",
+       "      <td>971</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35081</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35095</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>4949</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35099</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N826AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>5091</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35184</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N546MQ</td>\n",
+       "      <td>3663</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N491AA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35205</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>3824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N519LR</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>4201</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35279</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N805MQ</td>\n",
+       "      <td>3411</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N591AA</td>\n",
+       "      <td>2223</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N708EV</td>\n",
+       "      <td>5298</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1148</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N956LR</td>\n",
+       "      <td>2751</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35260</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N504JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N495UA</td>\n",
+       "      <td>237</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N566AA</td>\n",
+       "      <td>363</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3735D</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N18243</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5209</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37422</td>\n",
+       "      <td>1066</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N709EV</td>\n",
+       "      <td>4885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ILM</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>500</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N705JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5311</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>5959</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35721</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>905.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1045.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>3821</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1053.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GRAA</td>\n",
+       "      <td>1160</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1157.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34110</td>\n",
+       "      <td>4412</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1318.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N805MQ</td>\n",
+       "      <td>3404</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1354.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14568</td>\n",
+       "      <td>4335</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13979</td>\n",
+       "      <td>3852</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N324NB</td>\n",
+       "      <td>401</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1408.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34131</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35966</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>3812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>6054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35985</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12172</td>\n",
+       "      <td>4567</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35996</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N796JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N243WN</td>\n",
+       "      <td>246</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N441UA</td>\n",
+       "      <td>436</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13903</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36063</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N914DN</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36069</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14902</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N0EGMQ</td>\n",
+       "      <td>3588</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36089</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>4696</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36094</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36112</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N948WN</td>\n",
+       "      <td>292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36140</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N672MQ</td>\n",
+       "      <td>3075</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7735A</td>\n",
+       "      <td>3580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36143</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36144</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12201</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N501MQ</td>\n",
+       "      <td>3416</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36151</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>3825</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36156</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>3824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N469UA</td>\n",
+       "      <td>399</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N519MQ</td>\n",
+       "      <td>3748</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N832MQ</td>\n",
+       "      <td>3411</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KLAA</td>\n",
+       "      <td>65</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N467UA</td>\n",
+       "      <td>294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36200</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87512</td>\n",
+       "      <td>1048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N506MJ</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37287</td>\n",
+       "      <td>1665</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36229</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N909WN</td>\n",
+       "      <td>2988</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36232</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36233</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N627VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N759GS</td>\n",
+       "      <td>209</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N652AW</td>\n",
+       "      <td>687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N338AT</td>\n",
+       "      <td>626</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36249</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N501AA</td>\n",
+       "      <td>2223</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14143</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36257</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N834UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N556AA</td>\n",
+       "      <td>2488</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14972</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CCAA</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N592JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>4113</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N193JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N566JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14228</td>\n",
+       "      <td>1600</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N403AS</td>\n",
+       "      <td>5</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N919WN</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>3849</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N719EV</td>\n",
+       "      <td>5387</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N942WN</td>\n",
+       "      <td>2698</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>602</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N18243</td>\n",
+       "      <td>1139</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N473UA</td>\n",
+       "      <td>726</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>3486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N947AT</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3445</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N201LV</td>\n",
+       "      <td>490</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N622VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N534MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N288WN</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N821UA</td>\n",
+       "      <td>775</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N403UA</td>\n",
+       "      <td>652</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36335</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N54711</td>\n",
+       "      <td>1128</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N910XJ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N218FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N759EV</td>\n",
+       "      <td>5274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N844UA</td>\n",
+       "      <td>208</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N582AA</td>\n",
+       "      <td>363</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8946A</td>\n",
+       "      <td>3843</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N785SW</td>\n",
+       "      <td>318</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>5909</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8948B</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73270</td>\n",
+       "      <td>1651</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N947UW</td>\n",
+       "      <td>2162</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>3662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8828D</td>\n",
+       "      <td>3885</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36382</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N823UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12172</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N826UA</td>\n",
+       "      <td>203</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36389</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N806MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N711HK</td>\n",
+       "      <td>382</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14116</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36394</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73299</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39728</td>\n",
+       "      <td>1049</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N627JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N488UA</td>\n",
+       "      <td>404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34111</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>5209</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36410</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N542MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>5956</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N501MQ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N722EV</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24103</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36419</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14704</td>\n",
+       "      <td>1066</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3331</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N441UA</td>\n",
+       "      <td>475</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N503JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>4885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ILM</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>500</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11150</td>\n",
+       "      <td>5811</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13903</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N0EGMQ</td>\n",
+       "      <td>3660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N811MQ</td>\n",
+       "      <td>3621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>3833</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>4509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N600QX</td>\n",
+       "      <td>5311</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36442</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>3842</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N955AT</td>\n",
+       "      <td>354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36465</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>806.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1059.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N718TW</td>\n",
+       "      <td>1415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1003.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23707</td>\n",
+       "      <td>1727</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1015.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1115.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4249</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NW</td>\n",
+       "      <td>2319</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1217.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N665JB</td>\n",
+       "      <td>1</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1228.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N515MQ</td>\n",
+       "      <td>3644</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1238.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5373</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N6EAMQ</td>\n",
+       "      <td>3466</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N438AA</td>\n",
+       "      <td>1030</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>3807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36897</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3508</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>833</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36898</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1313.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>3461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36910</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>3848</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4640</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N25134</td>\n",
+       "      <td>4141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36919</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N931WN</td>\n",
+       "      <td>3616</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1352.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N202WN</td>\n",
+       "      <td>137</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36936</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1408.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>3852</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1408.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N722EV</td>\n",
+       "      <td>5207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36946</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N624AG</td>\n",
+       "      <td>432</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36956</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N708JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N752SW</td>\n",
+       "      <td>3211</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>1639</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>4335</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N794JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N857MQ</td>\n",
+       "      <td>3340</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>6054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N524MQ</td>\n",
+       "      <td>3493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36999</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>5181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37009</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>3822</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3527</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N833UA</td>\n",
+       "      <td>587</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37019</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N608AT</td>\n",
+       "      <td>349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N827AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37035</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N834UA</td>\n",
+       "      <td>460</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37043</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N497UA</td>\n",
+       "      <td>591</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37051</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N577UA</td>\n",
+       "      <td>554</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37055</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>5199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37056</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N323NB</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37063</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>2480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N582AA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37068</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37078</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37101</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N901WN</td>\n",
+       "      <td>292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37103</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N608QX</td>\n",
+       "      <td>4978</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37110</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N232PQ</td>\n",
+       "      <td>5370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37113</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37114</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37466</td>\n",
+       "      <td>1122</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N534MQ</td>\n",
+       "      <td>3199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37118</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N839UA</td>\n",
+       "      <td>494</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37133</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>5293</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>296</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N763JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37140</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>283</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N446WN</td>\n",
+       "      <td>134</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37144</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N369NW</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N560AA</td>\n",
+       "      <td>320</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N487AA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37155</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11544</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CPAA</td>\n",
+       "      <td>172</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37159</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12195</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>3824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37164</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37167</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N784NC</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37172</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>2302</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37175</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N904WN</td>\n",
+       "      <td>3580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37182</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11113</td>\n",
+       "      <td>4113</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37184</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N405UA</td>\n",
+       "      <td>578</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21197</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37193</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N413UA</td>\n",
+       "      <td>215</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37200</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76515</td>\n",
+       "      <td>1206</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37204</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>3849</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N510MJ</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N466UA</td>\n",
+       "      <td>525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>3301</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37213</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8836A</td>\n",
+       "      <td>3932</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N564AA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37216</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N545AA</td>\n",
+       "      <td>2488</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37222</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N813MQ</td>\n",
+       "      <td>3365</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N801UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37227</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N639VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N712JB</td>\n",
+       "      <td>263</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37233</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N424WN</td>\n",
+       "      <td>2988</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N583JB</td>\n",
+       "      <td>543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N542MQ</td>\n",
+       "      <td>3134</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N350NA</td>\n",
+       "      <td>2057</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14171</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37245</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N344AT</td>\n",
+       "      <td>626</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N339NB</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8847A</td>\n",
+       "      <td>3320</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37253</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N703JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37255</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4201</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N716EV</td>\n",
+       "      <td>5387</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37261</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N964DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N838UA</td>\n",
+       "      <td>404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37267</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N722EV</td>\n",
+       "      <td>5274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14231</td>\n",
+       "      <td>1528</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37269</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N569UW</td>\n",
+       "      <td>2039</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N198UW</td>\n",
+       "      <td>1751</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N752SW</td>\n",
+       "      <td>209</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3330</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37283</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N344NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N591JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N804JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N316US</td>\n",
+       "      <td>2307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3304</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N931DL</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N286WN</td>\n",
+       "      <td>2067</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N473WN</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N229WN</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37300</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N490AA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16709</td>\n",
+       "      <td>1665</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8948B</td>\n",
+       "      <td>3843</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GTAA</td>\n",
+       "      <td>1193</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N653JB</td>\n",
+       "      <td>669</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJC</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37315</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N327NB</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N332NB</td>\n",
+       "      <td>2370</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N813UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N584AS</td>\n",
+       "      <td>5</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N908XJ</td>\n",
+       "      <td>3513</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14568</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3470</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N555LV</td>\n",
+       "      <td>318</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N983DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11199</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N709EV</td>\n",
+       "      <td>5306</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37274</td>\n",
+       "      <td>1651</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37334</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37335</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27722</td>\n",
+       "      <td>1128</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N747SA</td>\n",
+       "      <td>2698</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>5956</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N568JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N805AY</td>\n",
+       "      <td>3885</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37344</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N431UA</td>\n",
+       "      <td>493</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3331</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N717JL</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N821JB</td>\n",
+       "      <td>135</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N595UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N844UA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37354</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N635VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N634VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N31131</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N834UA</td>\n",
+       "      <td>208</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>5909</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37367</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5209</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38446</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N5PBMQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N25134</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27724</td>\n",
+       "      <td>1712</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N608QX</td>\n",
+       "      <td>4885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ILM</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>500</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24702</td>\n",
+       "      <td>1066</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N438UA</td>\n",
+       "      <td>306</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N479UA</td>\n",
+       "      <td>475</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37389</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N813MQ</td>\n",
+       "      <td>3621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N529JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37394</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N279WN</td>\n",
+       "      <td>2520</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37395</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13202</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N761ND</td>\n",
+       "      <td>5383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>254</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14902</td>\n",
+       "      <td>5811</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>12</td>\n",
+       "      <td>728.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>838.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33284</td>\n",
+       "      <td>1198</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>12</td>\n",
+       "      <td>810.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N652DL</td>\n",
+       "      <td>315</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>12</td>\n",
+       "      <td>813.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>924.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>6177</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>12</td>\n",
+       "      <td>830.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>952.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>12</td>\n",
+       "      <td>928.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1112.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>885</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>12</td>\n",
+       "      <td>940.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1039.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17146</td>\n",
+       "      <td>4240</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37712</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1100.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N908XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N729JB</td>\n",
+       "      <td>53</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1309.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>34</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37902</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N507JB</td>\n",
+       "      <td>581</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N538AA</td>\n",
+       "      <td>320</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N338AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34131</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57111</td>\n",
+       "      <td>1703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N292PQ</td>\n",
+       "      <td>3283</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38025</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CBAA</td>\n",
+       "      <td>45</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38038</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11165</td>\n",
+       "      <td>5680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38055</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N434UA</td>\n",
+       "      <td>375</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38072</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N820UA</td>\n",
+       "      <td>708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38095</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3330</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38112</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N808MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N239JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>954.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>3419</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1000.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1054.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1041.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11137</td>\n",
+       "      <td>4140</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1057.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1334.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AAAA</td>\n",
+       "      <td>1160</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1151.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>2602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21197</td>\n",
+       "      <td>4679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N507AY</td>\n",
+       "      <td>625</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1440.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>4567</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17122</td>\n",
+       "      <td>1163</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8709A</td>\n",
+       "      <td>4090</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N595UA</td>\n",
+       "      <td>766</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38691</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4144</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N917DL</td>\n",
+       "      <td>2347</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3760C</td>\n",
+       "      <td>843</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>4991</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N390DA</td>\n",
+       "      <td>706</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N619MQ</td>\n",
+       "      <td>3075</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3310</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8709A</td>\n",
+       "      <td>4121</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38965</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N723EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N239JB</td>\n",
+       "      <td>2202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38997</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11165</td>\n",
+       "      <td>6073</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39000</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>3264</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39017</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39021</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13716</td>\n",
+       "      <td>1066</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39023</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24128</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39029</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N921DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39261</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>14</td>\n",
+       "      <td>849.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1117.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N673UA</td>\n",
+       "      <td>598</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>14</td>\n",
+       "      <td>908.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1011.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>3827</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>14</td>\n",
+       "      <td>942.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1230.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>281</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>14</td>\n",
+       "      <td>945.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1257.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>397</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1047.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1157.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3521</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>5283</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39608</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>581</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N720EV</td>\n",
+       "      <td>5601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N320AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N709TW</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4201</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12142</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N388DA</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N204FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39956</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39963</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>702.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>688.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N943DL</td>\n",
+       "      <td>502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N278AT</td>\n",
+       "      <td>626</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40193</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>814.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>917.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N946UW</td>\n",
+       "      <td>2136</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>823.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1133.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N710TW</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>845.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1001.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N497UA</td>\n",
+       "      <td>279</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1054.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N341NB</td>\n",
+       "      <td>502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40466</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1314.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N241WN</td>\n",
+       "      <td>482</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N722EV</td>\n",
+       "      <td>5283</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N181UW</td>\n",
+       "      <td>1895</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N821UA</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N371DA</td>\n",
+       "      <td>500</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40661</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N491UA</td>\n",
+       "      <td>370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>581</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40711</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3737C</td>\n",
+       "      <td>2459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N56859</td>\n",
+       "      <td>1593</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N619MQ</td>\n",
+       "      <td>3202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40775</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13718</td>\n",
+       "      <td>1463</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N68453</td>\n",
+       "      <td>1224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40880</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N722EV</td>\n",
+       "      <td>5274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N378DA</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40891</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40913</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3759</td>\n",
+       "      <td>245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3331</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N807MQ</td>\n",
+       "      <td>3365</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N957DL</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N316US</td>\n",
+       "      <td>2307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N915WN</td>\n",
+       "      <td>134</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40948</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N990DL</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N497UA</td>\n",
+       "      <td>652</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5306</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N640JB</td>\n",
+       "      <td>65</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ABQ</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>1826</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N134EV</td>\n",
+       "      <td>5209</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40975</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N441WN</td>\n",
+       "      <td>490</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>16</td>\n",
+       "      <td>908.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1138.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N729JB</td>\n",
+       "      <td>461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1049.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1224.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N835AY</td>\n",
+       "      <td>3868</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N827AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33714</td>\n",
+       "      <td>1280</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17122</td>\n",
+       "      <td>1641</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41582</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41626</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N729JB</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N340NB</td>\n",
+       "      <td>673</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N521UA</td>\n",
+       "      <td>407</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3301</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>86</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41863</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N925MQ</td>\n",
+       "      <td>3044</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N957DL</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N847MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>4247</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41951</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N621JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42046</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>658.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>939.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N514UA</td>\n",
+       "      <td>252</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>931.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1046.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N953UW</td>\n",
+       "      <td>2138</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>948.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1054.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N807MQ</td>\n",
+       "      <td>3370</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42249</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>958.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N666UA</td>\n",
+       "      <td>212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1035.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77525</td>\n",
+       "      <td>73</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1058.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5222</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1216.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N807MQ</td>\n",
+       "      <td>3386</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>3812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5395</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42516</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N323AA</td>\n",
+       "      <td>117</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>4395</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>3852</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N282WN</td>\n",
+       "      <td>1945</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N485AA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>3825</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13132</td>\n",
+       "      <td>4193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42642</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>4133</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N324AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N447UA</td>\n",
+       "      <td>460</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42690</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>3824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27200</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16713</td>\n",
+       "      <td>1064</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N564AA</td>\n",
+       "      <td>2488</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N853UA</td>\n",
+       "      <td>246</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N832MQ</td>\n",
+       "      <td>3411</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42765</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N354NW</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3556</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5287</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N833UA</td>\n",
+       "      <td>589</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YHAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N466UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42846</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N632MQ</td>\n",
+       "      <td>3044</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N387DA</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42880</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11184</td>\n",
+       "      <td>5909</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N546MQ</td>\n",
+       "      <td>3349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N842UA</td>\n",
+       "      <td>208</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>5904</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42946</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>3842</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>900.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17719</td>\n",
+       "      <td>1548</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>948.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1052.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14158</td>\n",
+       "      <td>4866</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1054.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1257.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8672A</td>\n",
+       "      <td>4060</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>549</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1055.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N474UA</td>\n",
+       "      <td>497</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1152.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>5208</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>1412.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3305</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4445</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N337NW</td>\n",
+       "      <td>1798</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>3852</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>3848</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EXAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N748UW</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N351AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>3825</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N924WN</td>\n",
+       "      <td>3580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N775JB</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43692</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>3824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43706</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>3813</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43711</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N79279</td>\n",
+       "      <td>1284</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>3849</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N230WN</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73256</td>\n",
+       "      <td>1206</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N955WN</td>\n",
+       "      <td>318</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XBAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43902</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16183</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43916</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>390.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>374.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N925DL</td>\n",
+       "      <td>2347</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N526JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>3384</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43936</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>5811</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43943</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4372</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>44170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1001.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1121.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3492</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>44321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37413</td>\n",
+       "      <td>1663</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>44329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>3813</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>44343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>44435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N575UA</td>\n",
+       "      <td>404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>44484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N292PQ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>44505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N718TW</td>\n",
+       "      <td>804</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>44527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N564UA</td>\n",
+       "      <td>215</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>44566</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N722TW</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>44604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N594UA</td>\n",
+       "      <td>237</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>44815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>20</td>\n",
+       "      <td>857.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1157.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N571JB</td>\n",
+       "      <td>1717</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45073</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1412.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EJAA</td>\n",
+       "      <td>178</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14204</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>5199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45219</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N571JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14118</td>\n",
+       "      <td>1205</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N516MQ</td>\n",
+       "      <td>3663</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N915FJ</td>\n",
+       "      <td>2751</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N811MQ</td>\n",
+       "      <td>3713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N916DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8477R</td>\n",
+       "      <td>4245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N659MQ</td>\n",
+       "      <td>3044</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N638JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N954UW</td>\n",
+       "      <td>2193</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8775A</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N669AW</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N779JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45533</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12201</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>5811</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N707EV</td>\n",
+       "      <td>4885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ILM</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>500</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1048.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1227.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N707EV</td>\n",
+       "      <td>5195</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46035</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1349.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46076</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N707EV</td>\n",
+       "      <td>5378</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N834AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N1605</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3448</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N996DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N303AS</td>\n",
+       "      <td>5</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13248</td>\n",
+       "      <td>1526</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3330</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3470</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46504</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3320</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N397DA</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8775A</td>\n",
+       "      <td>4329</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>3842</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>534.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>714.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1015.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N854UA</td>\n",
+       "      <td>698</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>811.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1022.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N553UA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46705</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>812.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1111.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N489UA</td>\n",
+       "      <td>537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>907.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N523UA</td>\n",
+       "      <td>561</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>931.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1228.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12195</td>\n",
+       "      <td>4388</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>948.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1115.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>5195</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1124.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N324AA</td>\n",
+       "      <td>33</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3528</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>833</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N843UA</td>\n",
+       "      <td>533</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N630AA</td>\n",
+       "      <td>1697</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47114</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47156</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N810UA</td>\n",
+       "      <td>446</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47177</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4144</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N544UW</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N836VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47293</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N334NB</td>\n",
+       "      <td>1231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>387.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>381.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N923FJ</td>\n",
+       "      <td>2693</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5ETAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EEAA</td>\n",
+       "      <td>45</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47389</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N428UA</td>\n",
+       "      <td>491</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N547UA</td>\n",
+       "      <td>418</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21154</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>23</td>\n",
+       "      <td>843.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N626VA</td>\n",
+       "      <td>399</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>23</td>\n",
+       "      <td>851.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4111</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1309.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5220</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>254</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N773NC</td>\n",
+       "      <td>2452</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47972</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>373.0</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>378.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N324NB</td>\n",
+       "      <td>831</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48003</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>6054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5395</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48095</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>5299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17169</td>\n",
+       "      <td>4175</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AVL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>583</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5287</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EEAA</td>\n",
+       "      <td>45</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N969DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18120</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N679DA</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N516MQ</td>\n",
+       "      <td>3603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>836.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1133.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>1345</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>911.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1153.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3745B</td>\n",
+       "      <td>1959</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>959.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1159.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N524MQ</td>\n",
+       "      <td>3407</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>4567</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N916FJ</td>\n",
+       "      <td>2693</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>3822</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49040</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>5395</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N830AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49214</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N585JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49228</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N705JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N780SW</td>\n",
+       "      <td>2988</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>4113</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3745B</td>\n",
+       "      <td>706</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N815UA</td>\n",
+       "      <td>222</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N614QX</td>\n",
+       "      <td>5298</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1148</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N624AG</td>\n",
+       "      <td>434</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N633VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N848VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N451UA</td>\n",
+       "      <td>578</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N631VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N404UA</td>\n",
+       "      <td>404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11119</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8921B</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N406UA</td>\n",
+       "      <td>288</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49667</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>829.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1004.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>3496</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>903.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1021.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>3759</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1055.0</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>1207.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N827AS</td>\n",
+       "      <td>5716</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49873</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N29717</td>\n",
+       "      <td>1025</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N329AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49877</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1223.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>3493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14203</td>\n",
+       "      <td>4297</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50029</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50042</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1516.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>5395</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50063</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50118</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N425UA</td>\n",
+       "      <td>311</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50125</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>4144</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50150</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N801AY</td>\n",
+       "      <td>3846</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N630MQ</td>\n",
+       "      <td>3075</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50175</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>3824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N509MJ</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4175</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AVL</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>583</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>378.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>417.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N969DL</td>\n",
+       "      <td>2219</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50214</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N463WN</td>\n",
+       "      <td>2988</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50228</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13903</td>\n",
+       "      <td>4201</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50261</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21197</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50269</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11165</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>3843</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N845UA</td>\n",
+       "      <td>775</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N361AA</td>\n",
+       "      <td>2351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N374JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N369NB</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N18223</td>\n",
+       "      <td>1206</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>5287</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4113</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N329NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N857MQ</td>\n",
+       "      <td>3591</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N704X</td>\n",
+       "      <td>435</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N516JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N748UW</td>\n",
+       "      <td>2195</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>5909</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14177</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18114</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N514MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>3813</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14116</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AKAA</td>\n",
+       "      <td>2437</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>3833</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N709EV</td>\n",
+       "      <td>5387</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>5815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5311</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N294JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>727.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>937.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N905DE</td>\n",
+       "      <td>563</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50533</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>736.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1021.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N827UA</td>\n",
+       "      <td>698</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>738.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>926.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N341NW</td>\n",
+       "      <td>731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>827.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1117.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N467UA</td>\n",
+       "      <td>540</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>943.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1108.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>4510</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>958.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1203.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12125</td>\n",
+       "      <td>1682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1004.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1130.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N461UA</td>\n",
+       "      <td>279</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1008.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N349NB</td>\n",
+       "      <td>502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50732</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1127.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>5370</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ILM</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>500</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N598UA</td>\n",
+       "      <td>443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50788</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1259.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>3230</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1354.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N510UA</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N853UA</td>\n",
+       "      <td>687</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>3663</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N546UA</td>\n",
+       "      <td>841</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51039</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51052</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>753</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51056</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3326</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51073</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N402UA</td>\n",
+       "      <td>247</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51085</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N293PQ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51090</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N624AG</td>\n",
+       "      <td>435</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51092</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3320</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51095</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N596UA</td>\n",
+       "      <td>535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51099</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3304</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51118</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DPAA</td>\n",
+       "      <td>291</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51123</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8747B</td>\n",
+       "      <td>3885</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51125</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3470</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>832.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1122.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N598UA</td>\n",
+       "      <td>443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>946.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N612QX</td>\n",
+       "      <td>5242</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>461</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N446UA</td>\n",
+       "      <td>456</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1217.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78501</td>\n",
+       "      <td>1479</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51482</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1223.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37290</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EEAA</td>\n",
+       "      <td>1599</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N528AA</td>\n",
+       "      <td>300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51580</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N546UA</td>\n",
+       "      <td>766</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>376.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N374JB</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51705</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N612QX</td>\n",
+       "      <td>5378</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N857MQ</td>\n",
+       "      <td>3359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21144</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>3748</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N323AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>5091</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>5298</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1148</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N193JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N512UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N479UA</td>\n",
+       "      <td>488</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N475UA</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N425UA</td>\n",
+       "      <td>288</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51964</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N707TW</td>\n",
+       "      <td>435</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3470</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51975</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N857MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51994</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N446UA</td>\n",
+       "      <td>312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>5287</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N408UA</td>\n",
+       "      <td>352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52008</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12145</td>\n",
+       "      <td>6073</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52010</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N571JB</td>\n",
+       "      <td>803</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52021</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N316US</td>\n",
+       "      <td>2057</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52026</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52031</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14177</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52042</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N719EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52043</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N943DL</td>\n",
+       "      <td>1247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52334</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28</td>\n",
+       "      <td>952.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1138.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N501MQ</td>\n",
+       "      <td>3407</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28</td>\n",
+       "      <td>956.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1217.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N894AT</td>\n",
+       "      <td>346</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1041.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33266</td>\n",
+       "      <td>1600</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1047.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1245.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N754EV</td>\n",
+       "      <td>5109</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>5</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52463</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>5373</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52516</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>3848</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52579</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N153PQ</td>\n",
+       "      <td>5283</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52648</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GHAA</td>\n",
+       "      <td>178</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N754EV</td>\n",
+       "      <td>4978</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N516MQ</td>\n",
+       "      <td>3663</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N402WN</td>\n",
+       "      <td>292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N788SA</td>\n",
+       "      <td>134</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N493UA</td>\n",
+       "      <td>491</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N763JB</td>\n",
+       "      <td>89</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>369.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12195</td>\n",
+       "      <td>4201</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N206JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N628AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5298</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1148</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N520UA</td>\n",
+       "      <td>471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53020</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>29</td>\n",
+       "      <td>918.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1114.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N416WN</td>\n",
+       "      <td>1265</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>29</td>\n",
+       "      <td>935.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1127.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N678AW</td>\n",
+       "      <td>409</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1000.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1103.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8932C</td>\n",
+       "      <td>3841</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1124.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1246.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1319.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N307JB</td>\n",
+       "      <td>316</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N573UA</td>\n",
+       "      <td>222</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N560AA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53636</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N589UA</td>\n",
+       "      <td>841</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>358.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53663</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21144</td>\n",
+       "      <td>4144</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FHAA</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N307JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N504MJ</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N590UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>369.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N358NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N764SW</td>\n",
+       "      <td>2988</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N510UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53973</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N639VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N514MQ</td>\n",
+       "      <td>3384</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53981</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N656JB</td>\n",
+       "      <td>1205</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53985</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N716SW</td>\n",
+       "      <td>490</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53988</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>3842</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>30</td>\n",
+       "      <td>824.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N554UA</td>\n",
+       "      <td>797</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1012.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1239.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N931DL</td>\n",
+       "      <td>1547</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4380</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N594AA</td>\n",
+       "      <td>325</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1229.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N614QX</td>\n",
+       "      <td>5273</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1243.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N188US</td>\n",
+       "      <td>893</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3760C</td>\n",
+       "      <td>2451</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N353AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N970AT</td>\n",
+       "      <td>349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N845UA</td>\n",
+       "      <td>578</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54692</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N707EV</td>\n",
+       "      <td>5293</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>296</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54711</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N543AA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AKAA</td>\n",
+       "      <td>172</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54869</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N998DL</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14568</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>3833</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54963</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>3842</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>840.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1114.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4393</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55245</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>931.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3521</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1019.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1205.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N53442</td>\n",
+       "      <td>1110</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1309.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N923FJ</td>\n",
+       "      <td>2885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1534.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N570AA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>3663</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55639</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3748</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55648</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11176</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N711HK</td>\n",
+       "      <td>3580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N339AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N962WN</td>\n",
+       "      <td>2067</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17560</td>\n",
+       "      <td>4113</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13969</td>\n",
+       "      <td>5678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12126</td>\n",
+       "      <td>4430</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11544</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N720EV</td>\n",
+       "      <td>5274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55848</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3330</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>3603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55877</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N282WN</td>\n",
+       "      <td>2520</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>10</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13133</td>\n",
+       "      <td>5815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55894</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>734.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1015.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4137</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>800.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>940.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>6177</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56080</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>824.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>951.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N961WN</td>\n",
+       "      <td>3845</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>906.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1101.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>5242</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56166</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>941.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N612QX</td>\n",
+       "      <td>5475</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1046.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N239JB</td>\n",
+       "      <td>116</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1303.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5208</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1159.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1205.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>3281</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N706SW</td>\n",
+       "      <td>453</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>3493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1259.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>2602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N722EV</td>\n",
+       "      <td>5288</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4640</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>1386</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N58101</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N708EV</td>\n",
+       "      <td>5395</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N640JB</td>\n",
+       "      <td>1639</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N705JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1524.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N678AW</td>\n",
+       "      <td>686</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>118</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N293PQ</td>\n",
+       "      <td>3527</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N813UA</td>\n",
+       "      <td>587</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56524</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N741EV</td>\n",
+       "      <td>5199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N391CA</td>\n",
+       "      <td>4978</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56533</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N771SA</td>\n",
+       "      <td>134</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>5293</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>296</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N779JB</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N538UW</td>\n",
+       "      <td>721</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56557</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17560</td>\n",
+       "      <td>4140</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N405UA</td>\n",
+       "      <td>685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56585</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>3813</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N660AW</td>\n",
+       "      <td>516</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N641JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56594</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N524JB</td>\n",
+       "      <td>423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FLAA</td>\n",
+       "      <td>1410</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N940DL</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N447UA</td>\n",
+       "      <td>256</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87513</td>\n",
+       "      <td>1078</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N960WN</td>\n",
+       "      <td>2067</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N961WN</td>\n",
+       "      <td>2988</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33292</td>\n",
+       "      <td>1165</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N364NB</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56685</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N205FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56686</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HSAA</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56687</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N708EV</td>\n",
+       "      <td>5287</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56692</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N636VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N831UA</td>\n",
+       "      <td>775</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>5387</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N506MQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56718</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>3301</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>263</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N971AT</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N761ND</td>\n",
+       "      <td>5383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SBN</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>651</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N440LV</td>\n",
+       "      <td>2698</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N413AS</td>\n",
+       "      <td>5</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N922WN</td>\n",
+       "      <td>318</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N722EV</td>\n",
+       "      <td>5274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N530MQ</td>\n",
+       "      <td>3134</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JNAA</td>\n",
+       "      <td>1193</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N293PQ</td>\n",
+       "      <td>3555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N565UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N658JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N391CA</td>\n",
+       "      <td>5209</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N502MQ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N705JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N808MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N784NC</td>\n",
+       "      <td>2142</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>5811</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N338AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N834UA</td>\n",
+       "      <td>523</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>56839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N437WN</td>\n",
+       "      <td>382</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>57038</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2</td>\n",
+       "      <td>848.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1202.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N839VA</td>\n",
+       "      <td>183</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>57042</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2</td>\n",
+       "      <td>852.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1209.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N844VA</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>57083</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11181</td>\n",
+       "      <td>4246</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>57154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N543AA</td>\n",
+       "      <td>325</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>57181</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1205.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1319.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>2602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>57197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N292PQ</td>\n",
+       "      <td>3493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>57273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N655JB</td>\n",
+       "      <td>127</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>57303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1501.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N851UA</td>\n",
+       "      <td>483</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>57359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N515MQ</td>\n",
+       "      <td>3070</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>57416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N824UA</td>\n",
+       "      <td>375</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>57452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3297</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>57530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N179DN</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>57551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N838VA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>57582</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>3</td>\n",
+       "      <td>603.0</td>\n",
+       "      <td>798.0</td>\n",
+       "      <td>829.0</td>\n",
+       "      <td>796.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N990AT</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>57849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1104.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N633AW</td>\n",
+       "      <td>409</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>57858</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1115.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N339AA</td>\n",
+       "      <td>33</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>57917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27152</td>\n",
+       "      <td>4099</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58000</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N459UA</td>\n",
+       "      <td>681</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58017</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N653AW</td>\n",
+       "      <td>456</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58100</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34137</td>\n",
+       "      <td>1205</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58119</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11544</td>\n",
+       "      <td>6181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8800G</td>\n",
+       "      <td>2936</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N906DE</td>\n",
+       "      <td>2347</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N508AY</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16147</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14198</td>\n",
+       "      <td>4380</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N349NB</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N510UA</td>\n",
+       "      <td>535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N613MQ</td>\n",
+       "      <td>3044</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>4</td>\n",
+       "      <td>857.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1003.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N375JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>4</td>\n",
+       "      <td>913.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1117.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>2921</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1023.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1127.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>1634</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1035.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>208</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58883</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1327.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>518</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>2602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>58969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>1318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>59112</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N418UA</td>\n",
+       "      <td>365</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>59250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>413.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>434.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GRAA</td>\n",
+       "      <td>1139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>59277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CKAA</td>\n",
+       "      <td>199</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>59385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N416UA</td>\n",
+       "      <td>693</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>59405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N826AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>59419</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8577D</td>\n",
+       "      <td>2951</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>59425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11187</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>59576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>5</td>\n",
+       "      <td>740.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>934.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14117</td>\n",
+       "      <td>4471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>59748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1005.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1257.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301NB</td>\n",
+       "      <td>2395</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>59773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1040.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1223.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5463</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>59822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1151.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>4162</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>59849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1212.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>19</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3737C</td>\n",
+       "      <td>1275</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60049</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17105</td>\n",
+       "      <td>1205</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60076</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N770UW</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60123</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301NB</td>\n",
+       "      <td>1982</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60175</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N649AW</td>\n",
+       "      <td>516</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8745B</td>\n",
+       "      <td>2936</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60371</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N433UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8896A</td>\n",
+       "      <td>2951</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N832AY</td>\n",
+       "      <td>2950</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>4498</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1101.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N709TW</td>\n",
+       "      <td>469</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1106.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1249.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N612JB</td>\n",
+       "      <td>586</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60765</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1259.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N515MQ</td>\n",
+       "      <td>3611</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1124.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N826AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>60779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N945DL</td>\n",
+       "      <td>1885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N704US</td>\n",
+       "      <td>1802</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61059</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8976E</td>\n",
+       "      <td>3342</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61063</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N491UA</td>\n",
+       "      <td>761</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61092</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N568UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61123</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>5199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61163</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17138</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61177</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N595UA</td>\n",
+       "      <td>226</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>370.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N832UA</td>\n",
+       "      <td>360</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N588UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>365.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16709</td>\n",
+       "      <td>1481</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61367</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N850UA</td>\n",
+       "      <td>455</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4498</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N23139</td>\n",
+       "      <td>4233</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>709.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1039.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N590UA</td>\n",
+       "      <td>303</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>920.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1054.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N848MQ</td>\n",
+       "      <td>3363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61726</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1105.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N911DE</td>\n",
+       "      <td>1885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N834AY</td>\n",
+       "      <td>4060</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>549</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N840UA</td>\n",
+       "      <td>255</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N839MQ</td>\n",
+       "      <td>3386</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N848MQ</td>\n",
+       "      <td>3361</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N719SW</td>\n",
+       "      <td>332</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1408.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N640VA</td>\n",
+       "      <td>411</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BUAA</td>\n",
+       "      <td>1073</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N939AT</td>\n",
+       "      <td>1070</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N451UA</td>\n",
+       "      <td>203</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N720EV</td>\n",
+       "      <td>5391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61980</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N853UA</td>\n",
+       "      <td>541</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>61989</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N385DN</td>\n",
+       "      <td>1773</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62068</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N498UA</td>\n",
+       "      <td>761</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62085</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21129</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N505JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62090</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3488</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62094</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11164</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62126</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15985</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N704SW</td>\n",
+       "      <td>1289</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62135</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N846UA</td>\n",
+       "      <td>387</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62137</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N319US</td>\n",
+       "      <td>1518</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62141</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N642VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62144</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N948WN</td>\n",
+       "      <td>3069</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N990AT</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N928AT</td>\n",
+       "      <td>400</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62163</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4409</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62187</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N355NB</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N905WN</td>\n",
+       "      <td>3691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62193</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62194</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HVAA</td>\n",
+       "      <td>291</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62204</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ARAA</td>\n",
+       "      <td>67</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62213</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5293</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>296</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62219</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N316NB</td>\n",
+       "      <td>1531</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N374JB</td>\n",
+       "      <td>2202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N276WN</td>\n",
+       "      <td>1710</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13716</td>\n",
+       "      <td>1128</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>2908</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N332NW</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N539UW</td>\n",
+       "      <td>2039</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N515MQ</td>\n",
+       "      <td>3134</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62249</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N457UA</td>\n",
+       "      <td>324</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N272PQ</td>\n",
+       "      <td>3445</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N279PQ</td>\n",
+       "      <td>2923</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11150</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62267</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>2925</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3745B</td>\n",
+       "      <td>245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>5287</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>4498</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3513</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N834MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N544AA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N353NW</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8416B</td>\n",
+       "      <td>2951</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76529</td>\n",
+       "      <td>1498</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N764NC</td>\n",
+       "      <td>2142</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N373JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>2911</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N716EV</td>\n",
+       "      <td>5274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N384DA</td>\n",
+       "      <td>2065</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N821JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8907A</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N521UA</td>\n",
+       "      <td>352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N481UA</td>\n",
+       "      <td>994</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N510JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N292PQ</td>\n",
+       "      <td>2931</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>340</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N614QX</td>\n",
+       "      <td>4885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ILM</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>500</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>5311</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N396DA</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>758.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1041.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EGAA</td>\n",
+       "      <td>1263</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1017.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1224.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>4419</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N573UA</td>\n",
+       "      <td>418</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1151.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N433UA</td>\n",
+       "      <td>424</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>4679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N318NB</td>\n",
+       "      <td>2506</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>4445</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1318.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3305</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11187</td>\n",
+       "      <td>4240</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11164</td>\n",
+       "      <td>4396</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26123</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>62896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N723EV</td>\n",
+       "      <td>5437</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63009</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N834AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63073</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N709SW</td>\n",
+       "      <td>3778</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63143</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N846VA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63205</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>3849</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63216</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N554AA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15985</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N938DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N593AA</td>\n",
+       "      <td>363</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38727</td>\n",
+       "      <td>1481</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N926DL</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N232WN</td>\n",
+       "      <td>168</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63354</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>4444</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>9</td>\n",
+       "      <td>854.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1000.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4114</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>9</td>\n",
+       "      <td>931.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1217.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>583</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3070</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63910</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>301</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>63930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N932DL</td>\n",
+       "      <td>847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64045</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>2919</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64075</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N849MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64080</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>629.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>839</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1112.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N667UA</td>\n",
+       "      <td>461</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N554UA</td>\n",
+       "      <td>504</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>358.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N894AT</td>\n",
+       "      <td>160</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N316US</td>\n",
+       "      <td>1775</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N114UW</td>\n",
+       "      <td>1767</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N720EV</td>\n",
+       "      <td>5293</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>296</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N512MJ</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N948UW</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N803UA</td>\n",
+       "      <td>220</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64788</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N608AT</td>\n",
+       "      <td>400</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N760US</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N808UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64858</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N761ND</td>\n",
+       "      <td>5274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64863</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64872</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8532G</td>\n",
+       "      <td>3992</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>610</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N735SA</td>\n",
+       "      <td>152</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5298</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1148</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N958AT</td>\n",
+       "      <td>1346</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64904</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>3445</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4641</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>3662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N831AY</td>\n",
+       "      <td>2950</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N612QX</td>\n",
+       "      <td>5383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>254</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>5956</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64948</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8800G</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64951</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N608QX</td>\n",
+       "      <td>5237</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N1EAMQ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N408WN</td>\n",
+       "      <td>168</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N723EV</td>\n",
+       "      <td>4885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ILM</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>500</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64964</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N515MQ</td>\n",
+       "      <td>3660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64966</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N635JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39418</td>\n",
+       "      <td>1049</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>64969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N279PQ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65167</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>827.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87527</td>\n",
+       "      <td>1456</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1007.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>4935</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1035.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>504</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1047.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1203.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N923XJ</td>\n",
+       "      <td>2906</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1110.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1313.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N923DL</td>\n",
+       "      <td>2319</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1129.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N668UA</td>\n",
+       "      <td>559</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1158.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18114</td>\n",
+       "      <td>4495</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5273</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>367.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N844VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N909EV</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65698</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N707EV</td>\n",
+       "      <td>5601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13995</td>\n",
+       "      <td>4409</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BGAA</td>\n",
+       "      <td>199</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N811UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N630VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>373.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>2908</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KGAA</td>\n",
+       "      <td>119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65876</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N570AA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N508JB</td>\n",
+       "      <td>803</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>3604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N915AT</td>\n",
+       "      <td>1159</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N827AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>65945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N906WN</td>\n",
+       "      <td>168</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66220</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>937.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12122</td>\n",
+       "      <td>4419</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1006.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>2912</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1025.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>2932</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66267</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1028.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1207.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3385</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1036.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1224.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N600QX</td>\n",
+       "      <td>5133</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1053.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N643JB</td>\n",
+       "      <td>223</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1124.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>116</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1147.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N23139</td>\n",
+       "      <td>6074</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16147</td>\n",
+       "      <td>6054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66360</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1230.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GMAA</td>\n",
+       "      <td>1139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1233.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N952AT</td>\n",
+       "      <td>275</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1246.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N630VA</td>\n",
+       "      <td>251</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N127UW</td>\n",
+       "      <td>2069</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1356.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39726</td>\n",
+       "      <td>1667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>3852</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JVAA</td>\n",
+       "      <td>1145</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>1401</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N542MQ</td>\n",
+       "      <td>3669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N506MQ</td>\n",
+       "      <td>3416</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>5811</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66662</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3773D</td>\n",
+       "      <td>1</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N729SW</td>\n",
+       "      <td>1289</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CSAA</td>\n",
+       "      <td>45</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66780</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NW</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66788</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N485WN</td>\n",
+       "      <td>3691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66814</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N923AT</td>\n",
+       "      <td>400</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N388DA</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N716EV</td>\n",
+       "      <td>5274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66852</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N925DL</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>4689</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11155</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N197DN</td>\n",
+       "      <td>427</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21130</td>\n",
+       "      <td>4512</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66910</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N374NW</td>\n",
+       "      <td>1247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N542MQ</td>\n",
+       "      <td>3603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66913</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11109</td>\n",
+       "      <td>4186</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N632JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>13</td>\n",
+       "      <td>843.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1054.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N804UA</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67201</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>13</td>\n",
+       "      <td>946.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N843VA</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>13</td>\n",
+       "      <td>953.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N803MQ</td>\n",
+       "      <td>3531</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67219</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>13</td>\n",
+       "      <td>959.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1130.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1024.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1259.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N455UA</td>\n",
+       "      <td>378</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1054.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76065</td>\n",
+       "      <td>15</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>596.0</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1229.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N30401</td>\n",
+       "      <td>1622</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67293</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1259.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N663UA</td>\n",
+       "      <td>394</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N928MQ</td>\n",
+       "      <td>3202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>5811</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8837B</td>\n",
+       "      <td>2903</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67643</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>6181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67705</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ASAA</td>\n",
+       "      <td>199</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N605QX</td>\n",
+       "      <td>5274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N908DE</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67857</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N649DL</td>\n",
+       "      <td>1768</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N961DN</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67894</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>3662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N1EAMQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>67903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N657UA</td>\n",
+       "      <td>464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68035</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>14</td>\n",
+       "      <td>742.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1041.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BNAA</td>\n",
+       "      <td>1205</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68252</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1108.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1220.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4510</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>4445</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N428UA</td>\n",
+       "      <td>308</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>5417</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N472UA</td>\n",
+       "      <td>287</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N654DL</td>\n",
+       "      <td>467</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N845UA</td>\n",
+       "      <td>332</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N708EV</td>\n",
+       "      <td>5091</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N811UA</td>\n",
+       "      <td>399</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N510UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>359.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68697</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>5815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68810</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N405UA</td>\n",
+       "      <td>491</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N849MQ</td>\n",
+       "      <td>3591</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68863</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N428UA</td>\n",
+       "      <td>479</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68876</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76522</td>\n",
+       "      <td>1498</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68877</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N801AY</td>\n",
+       "      <td>2951</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21129</td>\n",
+       "      <td>4512</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>68889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N655JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1012.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1152.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N853MQ</td>\n",
+       "      <td>3531</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69203</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1016.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3489</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5333</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1354.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N553UA</td>\n",
+       "      <td>394</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69386</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1356.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1501.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>1386</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N488AA</td>\n",
+       "      <td>300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>5437</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N658JB</td>\n",
+       "      <td>301</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>5455</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3488</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>2917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27477</td>\n",
+       "      <td>1064</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69661</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N855UA</td>\n",
+       "      <td>357</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N723EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N66803</td>\n",
+       "      <td>1246</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69780</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>2934</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>263</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>69823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>5287</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>16</td>\n",
+       "      <td>844.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N836VA</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>365.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70073</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>16</td>\n",
+       "      <td>915.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N801UA</td>\n",
+       "      <td>997</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70098</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>16</td>\n",
+       "      <td>954.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11140</td>\n",
+       "      <td>4380</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70115</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1016.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N570UA</td>\n",
+       "      <td>497</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70141</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1048.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1238.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N723EV</td>\n",
+       "      <td>5443</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1051.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N569UA</td>\n",
+       "      <td>364</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N112US</td>\n",
+       "      <td>1972</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1325.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N314NB</td>\n",
+       "      <td>2506</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N977AT</td>\n",
+       "      <td>355</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N923MQ</td>\n",
+       "      <td>2815</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N431UA</td>\n",
+       "      <td>624</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N357NW</td>\n",
+       "      <td>1518</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N195DN</td>\n",
+       "      <td>843</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N640JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70557</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N497WN</td>\n",
+       "      <td>931</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13903</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N998DL</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70594</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N722EV</td>\n",
+       "      <td>5287</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>413.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14188</td>\n",
+       "      <td>3846</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70817</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>957.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N923XJ</td>\n",
+       "      <td>2906</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70846</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1036.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1157.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>4869</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>70883</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>3806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71044</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5437</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71080</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GJAA</td>\n",
+       "      <td>327</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71100</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14118</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71107</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N502MQ</td>\n",
+       "      <td>3669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N402UA</td>\n",
+       "      <td>643</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71151</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N494AA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71166</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N803UA</td>\n",
+       "      <td>681</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N296WN</td>\n",
+       "      <td>1098</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7811F</td>\n",
+       "      <td>421</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>385.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N784SW</td>\n",
+       "      <td>483</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71208</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71209</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N411WN</td>\n",
+       "      <td>3</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71227</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N537UA</td>\n",
+       "      <td>370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71229</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N583JB</td>\n",
+       "      <td>89</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71230</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N615MQ</td>\n",
+       "      <td>3216</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N366NW</td>\n",
+       "      <td>1518</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N296PQ</td>\n",
+       "      <td>2927</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N854MQ</td>\n",
+       "      <td>3365</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15574</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>2922</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71269</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N214FR</td>\n",
+       "      <td>507</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24702</td>\n",
+       "      <td>1279</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JCAA</td>\n",
+       "      <td>199</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N505MJ</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N772SW</td>\n",
+       "      <td>1289</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EKAA</td>\n",
+       "      <td>291</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37287</td>\n",
+       "      <td>1263</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N960DL</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17108</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N385AA</td>\n",
+       "      <td>2351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N15712</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N490UA</td>\n",
+       "      <td>243</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N453UA</td>\n",
+       "      <td>884</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38727</td>\n",
+       "      <td>1051</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>669</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJC</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5451</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71344</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8688C</td>\n",
+       "      <td>2954</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39726</td>\n",
+       "      <td>1128</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N958UW</td>\n",
+       "      <td>2193</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N759EV</td>\n",
+       "      <td>5274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N967DL</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XNAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N662MQ</td>\n",
+       "      <td>3044</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N803MQ</td>\n",
+       "      <td>3591</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8775A</td>\n",
+       "      <td>2937</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>254</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4550</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N944AT</td>\n",
+       "      <td>1346</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71386</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71389</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4498</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N908XJ</td>\n",
+       "      <td>2925</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3754A</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71395</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N378DA</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27724</td>\n",
+       "      <td>1703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N433UA</td>\n",
+       "      <td>431</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N8310C</td>\n",
+       "      <td>1104</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>2914</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71410</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N773SA</td>\n",
+       "      <td>3494</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71411</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N645JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N373NW</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N987AT</td>\n",
+       "      <td>1159</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N219WN</td>\n",
+       "      <td>168</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11113</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38458</td>\n",
+       "      <td>1149</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71419</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>5237</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8412F</td>\n",
+       "      <td>2950</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>2928</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8577D</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N498UA</td>\n",
+       "      <td>308</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N742PS</td>\n",
+       "      <td>2197</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N820AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N997DL</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24128</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N539MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N779JB</td>\n",
+       "      <td>225</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12157</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N547AA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N954UW</td>\n",
+       "      <td>2164</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N385DN</td>\n",
+       "      <td>2065</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N488WN</td>\n",
+       "      <td>152</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8783E</td>\n",
+       "      <td>2951</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>2908</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N324AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N539AA</td>\n",
+       "      <td>2488</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N514MQ</td>\n",
+       "      <td>3384</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N646JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N585JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13750</td>\n",
+       "      <td>1481</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>486</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71463</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N640JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N375JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71466</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N923XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>2931</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>753.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1025.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N569UA</td>\n",
+       "      <td>245</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>830.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1039.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4166</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>839.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76522</td>\n",
+       "      <td>1456</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71701</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>851.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1014.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16112</td>\n",
+       "      <td>5791</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1033.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N986DL</td>\n",
+       "      <td>1885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1243.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>6054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71872</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1207.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1349.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N754EV</td>\n",
+       "      <td>5417</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71877</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>3852</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71878</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4162</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71904</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1249.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N802UA</td>\n",
+       "      <td>563</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>3827</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1314.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N723EV</td>\n",
+       "      <td>5333</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71982</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4548</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>71990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N849MQ</td>\n",
+       "      <td>3340</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N766US</td>\n",
+       "      <td>1802</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72047</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N417UA</td>\n",
+       "      <td>203</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>3806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72060</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N466UA</td>\n",
+       "      <td>264</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72061</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N987AT</td>\n",
+       "      <td>1070</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72083</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39415</td>\n",
+       "      <td>1232</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72137</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57862</td>\n",
+       "      <td>1583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N472AA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72210</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>5293</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>296</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N723EV</td>\n",
+       "      <td>5601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5298</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1148</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72293</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N81449</td>\n",
+       "      <td>1692</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N596UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>377.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>3849</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N837UA</td>\n",
+       "      <td>488</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N767NC</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72395</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N722EV</td>\n",
+       "      <td>5287</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WAAA</td>\n",
+       "      <td>363</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N422UA</td>\n",
+       "      <td>479</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14902</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11194</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4689</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>737.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>848.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>6177</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>750.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>956.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4393</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>947.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14204</td>\n",
+       "      <td>4419</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>953.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N41104</td>\n",
+       "      <td>4380</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1029.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1147.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57868</td>\n",
+       "      <td>1030</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1042.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N759EV</td>\n",
+       "      <td>5099</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>296</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N622VA</td>\n",
+       "      <td>187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>372.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1157.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>3852</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N626VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>371.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N113UW</td>\n",
+       "      <td>2069</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>72996</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N759EV</td>\n",
+       "      <td>5299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73104</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N846UA</td>\n",
+       "      <td>217</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73181</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>5811</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N512MQ</td>\n",
+       "      <td>3663</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N361VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>367.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N571AA</td>\n",
+       "      <td>2223</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N635VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N581AA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XCAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N521MQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3758Y</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N369NB</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N957UW</td>\n",
+       "      <td>2162</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1144.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N641VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>359.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1228.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N851UA</td>\n",
+       "      <td>249</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73869</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1246.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N853VA</td>\n",
+       "      <td>187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>359.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73898</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1313.0</td>\n",
+       "      <td>398.0</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>389.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16183</td>\n",
+       "      <td>4424</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N583AA</td>\n",
+       "      <td>329</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>73943</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N113UW</td>\n",
+       "      <td>2069</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CEAA</td>\n",
+       "      <td>1697</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74094</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27722</td>\n",
+       "      <td>1186</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N695DL</td>\n",
+       "      <td>432</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N818MQ</td>\n",
+       "      <td>3411</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N332NB</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74228</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N935AT</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N629VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>371.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>370.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N456WN</td>\n",
+       "      <td>195</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N640VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>372.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N595UA</td>\n",
+       "      <td>226</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N635VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>368.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N512MQ</td>\n",
+       "      <td>3660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>21</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N524JB</td>\n",
+       "      <td>718</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>21</td>\n",
+       "      <td>913.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1205.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>1345</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74712</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>21</td>\n",
+       "      <td>951.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1145.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>4638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1004.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1220.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N316NB</td>\n",
+       "      <td>831</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1115.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N710TW</td>\n",
+       "      <td>469</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>373.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1143.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14106</td>\n",
+       "      <td>1643</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74891</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11113</td>\n",
+       "      <td>4548</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>74951</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WJAA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N754EV</td>\n",
+       "      <td>5091</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75216</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>2910</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N738CB</td>\n",
+       "      <td>356</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N966WN</td>\n",
+       "      <td>1710</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>2908</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75360</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>803</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>2915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N320NB</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>329</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N591AA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N651JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75419</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N850UA</td>\n",
+       "      <td>491</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N482UA</td>\n",
+       "      <td>309</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75564</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>746.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>848.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75701</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>4537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1017.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39418</td>\n",
+       "      <td>1581</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1038.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N914DE</td>\n",
+       "      <td>2047</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75757</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1039.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11106</td>\n",
+       "      <td>4364</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1130.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N332NW</td>\n",
+       "      <td>2319</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4510</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1313.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>53</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N326NB</td>\n",
+       "      <td>1785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N817UA</td>\n",
+       "      <td>563</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>372.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76026</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N836AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N408UA</td>\n",
+       "      <td>215</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ADAA</td>\n",
+       "      <td>65</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N15710</td>\n",
+       "      <td>1744</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76124</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DNAA</td>\n",
+       "      <td>2285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76135</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>3825</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76156</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N497UA</td>\n",
+       "      <td>375</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>2910</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76194</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>2904</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N538UW</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N512MQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76222</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33714</td>\n",
+       "      <td>1554</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76245</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N717UW</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76257</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16147</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36476</td>\n",
+       "      <td>1692</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N826UA</td>\n",
+       "      <td>775</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24706</td>\n",
+       "      <td>1481</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N419UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N803UA</td>\n",
+       "      <td>360</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7714B</td>\n",
+       "      <td>3015</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N403UA</td>\n",
+       "      <td>237</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N935XJ</td>\n",
+       "      <td>2908</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N1EAMQ</td>\n",
+       "      <td>3349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8775A</td>\n",
+       "      <td>3992</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>610</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N398CA</td>\n",
+       "      <td>5383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SBN</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>651</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N246LV</td>\n",
+       "      <td>3429</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3749D</td>\n",
+       "      <td>1629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3735D</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N838UA</td>\n",
+       "      <td>693</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N204FR</td>\n",
+       "      <td>507</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>2909</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14231</td>\n",
+       "      <td>1168</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>71</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N852UA</td>\n",
+       "      <td>587</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>399.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17169</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76386</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76394</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17730</td>\n",
+       "      <td>1066</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>3384</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>3845</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N407WN</td>\n",
+       "      <td>3423</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76410</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>2914</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76411</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11544</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N558UA</td>\n",
+       "      <td>509</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N523UA</td>\n",
+       "      <td>324</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>23</td>\n",
+       "      <td>831.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1019.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76519</td>\n",
+       "      <td>156</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>23</td>\n",
+       "      <td>845.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39416</td>\n",
+       "      <td>1216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>23</td>\n",
+       "      <td>853.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1035.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14188</td>\n",
+       "      <td>4125</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>23</td>\n",
+       "      <td>917.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1050.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N25705</td>\n",
+       "      <td>1553</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>23</td>\n",
+       "      <td>940.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1043.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14177</td>\n",
+       "      <td>4625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76703</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1112.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FMAA</td>\n",
+       "      <td>1357</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1117.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>411</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1143.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>2602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N922DL</td>\n",
+       "      <td>1647</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N537MQ</td>\n",
+       "      <td>3670</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N547JB</td>\n",
+       "      <td>53</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N507JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>76963</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BDAA</td>\n",
+       "      <td>1623</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N807JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11127</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77107</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24729</td>\n",
+       "      <td>1075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77150</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N796JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13903</td>\n",
+       "      <td>4194</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77169</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N625VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>758.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1043.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78285</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>913.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1124.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N314NB</td>\n",
+       "      <td>2457</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>943.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1145.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13979</td>\n",
+       "      <td>4537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>956.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3754A</td>\n",
+       "      <td>315</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1001.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1256.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N37700</td>\n",
+       "      <td>2190</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1023.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>586</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1035.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1253.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N383DN</td>\n",
+       "      <td>1743</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1318.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5443</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N830UA</td>\n",
+       "      <td>376</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1349.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>2602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>3812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1243.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>5797</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77523</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>5373</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4393</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N912DE</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4552</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N67134</td>\n",
+       "      <td>1054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XCAA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>581</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77726</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N364NB</td>\n",
+       "      <td>1705</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N933XJ</td>\n",
+       "      <td>2927</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24224</td>\n",
+       "      <td>1262</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>2904</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5293</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>296</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11127</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N326NB</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AKAA</td>\n",
+       "      <td>199</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>5601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4113</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77880</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77904</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5298</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1148</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N614QX</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>1119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>2908</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77943</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N292PQ</td>\n",
+       "      <td>2923</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>2931</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76269</td>\n",
+       "      <td>1539</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77956</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CHAA</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N514UA</td>\n",
+       "      <td>312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N648DL</td>\n",
+       "      <td>1768</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>225</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77975</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24715</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77978</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>2925</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>2919</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77980</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N72405</td>\n",
+       "      <td>1269</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77982</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>77996</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N201FR</td>\n",
+       "      <td>507</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78002</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N942DL</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N380AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78022</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N819UA</td>\n",
+       "      <td>577</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11127</td>\n",
+       "      <td>4212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N295PQ</td>\n",
+       "      <td>2914</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78031</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35260</td>\n",
+       "      <td>1115</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14902</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N827MQ</td>\n",
+       "      <td>3257</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N398CA</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78038</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N482WN</td>\n",
+       "      <td>3069</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78047</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>636.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>614.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N634AA</td>\n",
+       "      <td>1697</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>4885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ILM</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>500</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78049</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N600QX</td>\n",
+       "      <td>5311</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78053</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N709JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>25</td>\n",
+       "      <td>922.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N316NB</td>\n",
+       "      <td>2395</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>25</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N203FR</td>\n",
+       "      <td>509</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1031.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N908XJ</td>\n",
+       "      <td>3489</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N707EV</td>\n",
+       "      <td>5346</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>254</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N511MJ</td>\n",
+       "      <td>3799</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78642</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78723</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N296PQ</td>\n",
+       "      <td>2913</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N569UW</td>\n",
+       "      <td>721</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GAAA</td>\n",
+       "      <td>67</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7812G</td>\n",
+       "      <td>356</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N658JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ACAA</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78843</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N296PQ</td>\n",
+       "      <td>2909</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N849MQ</td>\n",
+       "      <td>3573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78964</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N397DA</td>\n",
+       "      <td>809</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78989</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N705JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78995</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N537MQ</td>\n",
+       "      <td>3660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78996</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78997</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N338AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>78998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>931.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3744F</td>\n",
+       "      <td>1743</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>4691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1032.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18120</td>\n",
+       "      <td>4419</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1223.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13133</td>\n",
+       "      <td>5813</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N836AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N941MQ</td>\n",
+       "      <td>2963</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N615MQ</td>\n",
+       "      <td>3231</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N922MQ</td>\n",
+       "      <td>3216</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N395DN</td>\n",
+       "      <td>843</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N807MQ</td>\n",
+       "      <td>3530</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79808</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N289CT</td>\n",
+       "      <td>3596</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N946DL</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N707EV</td>\n",
+       "      <td>5383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>254</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N137EV</td>\n",
+       "      <td>5073</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13124</td>\n",
+       "      <td>3849</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>5451</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79902</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>2928</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ASAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N630JB</td>\n",
+       "      <td>543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N468AA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N961DL</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N930AT</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N818MQ</td>\n",
+       "      <td>3603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79943</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N480UA</td>\n",
+       "      <td>475</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79956</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N208WN</td>\n",
+       "      <td>3494</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79964</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38424</td>\n",
+       "      <td>1651</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79965</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N837UA</td>\n",
+       "      <td>455</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N755SA</td>\n",
+       "      <td>3423</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N342AA</td>\n",
+       "      <td>2351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79983</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N820MQ</td>\n",
+       "      <td>3257</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79984</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N648JB</td>\n",
+       "      <td>1901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79986</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13995</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79987</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79988</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5311</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>79995</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80216</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>858.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1220.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3LBAA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1000.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1230.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3734B</td>\n",
+       "      <td>1743</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N420UA</td>\n",
+       "      <td>323</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1121.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16147</td>\n",
+       "      <td>6054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80344</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N339AA</td>\n",
+       "      <td>1</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80371</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N176DN</td>\n",
+       "      <td>2190</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1234.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N525MQ</td>\n",
+       "      <td>3230</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1251.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N910FJ</td>\n",
+       "      <td>2885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N977AT</td>\n",
+       "      <td>1442</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DFAA</td>\n",
+       "      <td>388</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N502UA</td>\n",
+       "      <td>443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80472</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>5378</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8501F</td>\n",
+       "      <td>4065</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>659</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80490</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5437</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N451UA</td>\n",
+       "      <td>294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N286WN</td>\n",
+       "      <td>3063</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>408.0</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>396.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>2906</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4587</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N989AT</td>\n",
+       "      <td>673</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11106</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80580</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N820AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>5199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N612JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3LBAA</td>\n",
+       "      <td>2297</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N420UA</td>\n",
+       "      <td>761</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8828D</td>\n",
+       "      <td>2936</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N525MQ</td>\n",
+       "      <td>3425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>5801</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N358JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N852UA</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23707</td>\n",
+       "      <td>1051</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N245WN</td>\n",
+       "      <td>3675</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N907DE</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80677</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N853UA</td>\n",
+       "      <td>348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80706</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>5293</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>296</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CGAA</td>\n",
+       "      <td>172</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>4409</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8745B</td>\n",
+       "      <td>3932</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80744</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N736SA</td>\n",
+       "      <td>3596</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14237</td>\n",
+       "      <td>1714</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N633VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N243WN</td>\n",
+       "      <td>3021</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N823UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N951UW</td>\n",
+       "      <td>1775</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>96</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N937AT</td>\n",
+       "      <td>1101</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N652JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80804</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N41140</td>\n",
+       "      <td>1455</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16147</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N901DE</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80814</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N977AT</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80817</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N461UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N412WN</td>\n",
+       "      <td>195</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N441UA</td>\n",
+       "      <td>237</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80832</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N169UW</td>\n",
+       "      <td>1751</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>2915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80837</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N419AS</td>\n",
+       "      <td>5</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HHAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N294PQ</td>\n",
+       "      <td>2934</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N543MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80852</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N629VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>2928</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80862</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80868</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N905DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N471UA</td>\n",
+       "      <td>693</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80883</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24702</td>\n",
+       "      <td>1128</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>5901</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N968AT</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80891</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N759EV</td>\n",
+       "      <td>5287</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8914A</td>\n",
+       "      <td>2951</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>2911</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80902</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N690DL</td>\n",
+       "      <td>1768</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>225</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8665A</td>\n",
+       "      <td>2950</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80910</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N849MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11544</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DNAA</td>\n",
+       "      <td>2437</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N525MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N632JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N375JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N951AT</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80948</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>4885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ILM</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>500</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87513</td>\n",
+       "      <td>1498</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N316JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N571JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>80967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75433</td>\n",
+       "      <td>1450</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>748.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1037.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N617AA</td>\n",
+       "      <td>1205</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81146</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>800.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>924.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13969</td>\n",
+       "      <td>3808</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81219</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>858.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1006.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>3815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>914.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17196</td>\n",
+       "      <td>4297</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81245</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>927.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N919DL</td>\n",
+       "      <td>807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>948.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1156.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N723EV</td>\n",
+       "      <td>5242</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81264</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>948.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38268</td>\n",
+       "      <td>1025</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1000.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1152.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8884E</td>\n",
+       "      <td>3579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1012.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>208</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1043.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N945DL</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81315</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1048.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N531JB</td>\n",
+       "      <td>3</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1102.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N634VA</td>\n",
+       "      <td>251</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81344</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1138.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N673UA</td>\n",
+       "      <td>559</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N914WN</td>\n",
+       "      <td>217</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1256.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14188</td>\n",
+       "      <td>4567</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N768JB</td>\n",
+       "      <td>323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N849MQ</td>\n",
+       "      <td>3386</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N439UA</td>\n",
+       "      <td>591</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>3</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N398CA</td>\n",
+       "      <td>5322</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N850UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>3199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N794SW</td>\n",
+       "      <td>954</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N723EV</td>\n",
+       "      <td>5207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>3806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N698MQ</td>\n",
+       "      <td>3202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N846MQ</td>\n",
+       "      <td>2963</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N625JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8884E</td>\n",
+       "      <td>2937</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>81744</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>29</td>\n",
+       "      <td>857.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N641JB</td>\n",
+       "      <td>1099</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FNAA</td>\n",
+       "      <td>1256</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N536UA</td>\n",
+       "      <td>394</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82160</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N470WN</td>\n",
+       "      <td>3032</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82183</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N983DL</td>\n",
+       "      <td>221</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82279</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N637VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10156</td>\n",
+       "      <td>5680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N477WN</td>\n",
+       "      <td>1049</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82300</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8488D</td>\n",
+       "      <td>2950</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>30</td>\n",
+       "      <td>714.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>826.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5747</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>30</td>\n",
+       "      <td>831.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1032.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N33182</td>\n",
+       "      <td>4155</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1052.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N319NB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N193JB</td>\n",
+       "      <td>116</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>411</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N741EV</td>\n",
+       "      <td>5373</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5333</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N615JB</td>\n",
+       "      <td>53</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N661JB</td>\n",
+       "      <td>1401</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4641</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N612QX</td>\n",
+       "      <td>5391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82832</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>3810</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>82962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N648AW</td>\n",
+       "      <td>516</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>2910</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N293PQ</td>\n",
+       "      <td>2928</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83095</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N615JB</td>\n",
+       "      <td>803</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83106</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N279PQ</td>\n",
+       "      <td>2923</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83125</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N794JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11107</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>11</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N413UA</td>\n",
+       "      <td>250</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>657.0</td>\n",
+       "      <td>687.0</td>\n",
+       "      <td>1010.0</td>\n",
+       "      <td>681.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N342NW</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>837.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1044.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N830UA</td>\n",
+       "      <td>265</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>852.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1203.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36247</td>\n",
+       "      <td>1120</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83411</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>930.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>4537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>940.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N554JB</td>\n",
+       "      <td>163</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1041</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>941.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1105.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7730A</td>\n",
+       "      <td>3791</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1007.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13118</td>\n",
+       "      <td>4087</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>2906</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1253.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N914DL</td>\n",
+       "      <td>2219</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1306.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3305</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1314.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N587UA</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N928DL</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1324.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>1129</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4640</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>3810</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8674A</td>\n",
+       "      <td>3795</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13138</td>\n",
+       "      <td>1054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83705</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5309</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N592JB</td>\n",
+       "      <td>1639</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83780</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8783E</td>\n",
+       "      <td>2936</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N847MQ</td>\n",
+       "      <td>3391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N545UA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83913</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4564</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FVAA</td>\n",
+       "      <td>256</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N523UA</td>\n",
+       "      <td>493</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>83985</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N156DL</td>\n",
+       "      <td>442</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84002</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5455</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84006</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39415</td>\n",
+       "      <td>1064</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84033</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JMAA</td>\n",
+       "      <td>235</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>5948</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84042</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N6704Z</td>\n",
+       "      <td>1164</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84068</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>5287</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84096</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N847MQ</td>\n",
+       "      <td>3603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14117</td>\n",
+       "      <td>6073</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N638JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84135</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18114</td>\n",
+       "      <td>4212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N316JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>740.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>847.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4533</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>810.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1007.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>3842</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>841.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1037.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>4471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>853.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1036.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>905</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1003.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1130.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N935XJ</td>\n",
+       "      <td>2932</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1014.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>229</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1019.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1127.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18114</td>\n",
+       "      <td>5813</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1038.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1229.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N600QX</td>\n",
+       "      <td>5443</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1047.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1225.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N716EV</td>\n",
+       "      <td>4880</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1139.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N935AT</td>\n",
+       "      <td>807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N535JB</td>\n",
+       "      <td>971</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39418</td>\n",
+       "      <td>1043</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>5373</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84580</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1249.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4495</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84616</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>3827</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>4633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1516.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18114</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84707</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>3340</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17560</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34110</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>5199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14116</td>\n",
+       "      <td>4532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N342NW</td>\n",
+       "      <td>1164</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N173US</td>\n",
+       "      <td>721</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12114</td>\n",
+       "      <td>1641</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84843</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N279PQ</td>\n",
+       "      <td>2900</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17146</td>\n",
+       "      <td>4240</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13118</td>\n",
+       "      <td>4201</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N709EV</td>\n",
+       "      <td>5391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75861</td>\n",
+       "      <td>1510</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11109</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84964</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N827AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84986</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N708EV</td>\n",
+       "      <td>5298</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1148</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84988</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N341NB</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84991</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>3849</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>84995</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N31131</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N454UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N592AA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N535JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85053</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85057</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N857MQ</td>\n",
+       "      <td>3365</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85058</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85077</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N342NW</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85078</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N600QX</td>\n",
+       "      <td>5383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>254</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85103</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N650DL</td>\n",
+       "      <td>1768</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85105</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>2911</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85106</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N297PQ</td>\n",
+       "      <td>2931</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85118</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85125</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YFAA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17560</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85135</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>5287</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85137</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N345NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85144</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N246LV</td>\n",
+       "      <td>3423</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N709EV</td>\n",
+       "      <td>4885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ILM</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>500</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>920.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1158.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N535JB</td>\n",
+       "      <td>583</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>950.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N639JB</td>\n",
+       "      <td>795</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1055.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1251.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N138EV</td>\n",
+       "      <td>5182</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1153.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11109</td>\n",
+       "      <td>6074</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1228.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1354.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>5309</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N546MQ</td>\n",
+       "      <td>3404</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85626</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NB</td>\n",
+       "      <td>1875</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85639</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N437UA</td>\n",
+       "      <td>405</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N719EV</td>\n",
+       "      <td>5189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>5259</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85705</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>117</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>118</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N830AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N596UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>369.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N495WN</td>\n",
+       "      <td>421</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85898</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>4276</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N924AT</td>\n",
+       "      <td>400</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85948</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11109</td>\n",
+       "      <td>4240</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85995</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7811F</td>\n",
+       "      <td>1710</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>85999</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N820MQ</td>\n",
+       "      <td>3044</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86009</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>4218</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>1119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13979</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86026</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N505UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>373.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86043</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N632JB</td>\n",
+       "      <td>71</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37420</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86059</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>2911</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86081</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N651JB</td>\n",
+       "      <td>803</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86086</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N279PQ</td>\n",
+       "      <td>3445</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86089</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12167</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86092</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16147</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86093</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N218WN</td>\n",
+       "      <td>152</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86102</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N955WN</td>\n",
+       "      <td>3494</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86111</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N522UA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86115</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14158</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86117</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N964AT</td>\n",
+       "      <td>1346</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86220</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>715.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>922.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11191</td>\n",
+       "      <td>4393</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>807.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1029.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4155</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>830.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1005.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14158</td>\n",
+       "      <td>4522</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86378</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>931.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N621AA</td>\n",
+       "      <td>2493</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21129</td>\n",
+       "      <td>5675</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N466AA</td>\n",
+       "      <td>1223</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1440.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N23139</td>\n",
+       "      <td>4419</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N791SW</td>\n",
+       "      <td>2166</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1239.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N813UA</td>\n",
+       "      <td>274</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N933XJ</td>\n",
+       "      <td>3312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N336NB</td>\n",
+       "      <td>507</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86580</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N474UA</td>\n",
+       "      <td>551</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27200</td>\n",
+       "      <td>4567</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86703</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N986DL</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N818UA</td>\n",
+       "      <td>333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12126</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N386AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>363.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N481WN</td>\n",
+       "      <td>2806</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>2922</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86810</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N458WN</td>\n",
+       "      <td>332</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17115</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N296PQ</td>\n",
+       "      <td>3357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N8620H</td>\n",
+       "      <td>1104</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86855</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N956WN</td>\n",
+       "      <td>356</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N207FR</td>\n",
+       "      <td>507</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N801UA</td>\n",
+       "      <td>708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N446UA</td>\n",
+       "      <td>524</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N965WN</td>\n",
+       "      <td>1710</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75858</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N358NB</td>\n",
+       "      <td>2013</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>86985</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FKAA</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87004</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4511</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87050</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27200</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87064</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87065</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87069</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N791SW</td>\n",
+       "      <td>3494</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87083</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87084</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>2914</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87085</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>486</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87086</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11121</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14171</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87090</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>445.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>756.0</td>\n",
+       "      <td>896.0</td>\n",
+       "      <td>1058.0</td>\n",
+       "      <td>878.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DMAA</td>\n",
+       "      <td>172</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>913.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1412.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EWAA</td>\n",
+       "      <td>936</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>STT</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1623</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87344</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>954.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N672UA</td>\n",
+       "      <td>652</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1101.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1239.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>2932</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1124.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N621JB</td>\n",
+       "      <td>189</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>362.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>2901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1313.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N923XJ</td>\n",
+       "      <td>2926</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N930DL</td>\n",
+       "      <td>1847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N9EAMQ</td>\n",
+       "      <td>3644</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1238.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1243.0</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>2916</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>116</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N358JB</td>\n",
+       "      <td>316</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N829UA</td>\n",
+       "      <td>565</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1534.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>5814</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N738CB</td>\n",
+       "      <td>332</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N556UW</td>\n",
+       "      <td>2083</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1534.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27200</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N671DN</td>\n",
+       "      <td>1647</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1349.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N832UA</td>\n",
+       "      <td>252</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1354.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N649JB</td>\n",
+       "      <td>483</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N854UA</td>\n",
+       "      <td>497</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>386.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N979AT</td>\n",
+       "      <td>1442</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N426UA</td>\n",
+       "      <td>258</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N327NW</td>\n",
+       "      <td>2319</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>2380</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N407UA</td>\n",
+       "      <td>249</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N320NB</td>\n",
+       "      <td>2098</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1414.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N925AT</td>\n",
+       "      <td>275</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N495UA</td>\n",
+       "      <td>380</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N333NB</td>\n",
+       "      <td>1869</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N403WN</td>\n",
+       "      <td>218</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87466</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GSAA</td>\n",
+       "      <td>1599</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11193</td>\n",
+       "      <td>5901</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NB</td>\n",
+       "      <td>1785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N747SA</td>\n",
+       "      <td>1250</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N902DE</td>\n",
+       "      <td>1779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87482</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JPAA</td>\n",
+       "      <td>1151</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N966AT</td>\n",
+       "      <td>160</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>5611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12109</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>3825</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N928DN</td>\n",
+       "      <td>2219</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BCAA</td>\n",
+       "      <td>1139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N311US</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N520UA</td>\n",
+       "      <td>256</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8877A</td>\n",
+       "      <td>4060</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>549</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>389.0</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>377.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>4945</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N759EV</td>\n",
+       "      <td>5309</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AAAA</td>\n",
+       "      <td>1143</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87533</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N820AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27722</td>\n",
+       "      <td>1280</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>373.0</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N426WN</td>\n",
+       "      <td>876</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N976DL</td>\n",
+       "      <td>1947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>3199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N839MQ</td>\n",
+       "      <td>3359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87555</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>1639</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>5797</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87559</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N646DL</td>\n",
+       "      <td>2347</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>3340</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N993DL</td>\n",
+       "      <td>1231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N455UA</td>\n",
+       "      <td>488</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87564</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>5795</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N857MQ</td>\n",
+       "      <td>3388</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>405.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>394.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>5796</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77520</td>\n",
+       "      <td>1268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87577</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N946UW</td>\n",
+       "      <td>2152</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87579</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>3611</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17169</td>\n",
+       "      <td>4284</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FKAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12136</td>\n",
+       "      <td>3806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87589</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8918B</td>\n",
+       "      <td>2938</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23708</td>\n",
+       "      <td>1498</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N841AY</td>\n",
+       "      <td>2946</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N608QX</td>\n",
+       "      <td>5259</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N700GS</td>\n",
+       "      <td>1880</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N355NW</td>\n",
+       "      <td>1705</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N358JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N924DL</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N468WN</td>\n",
+       "      <td>2806</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87622</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14171</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N818UA</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BUAA</td>\n",
+       "      <td>1327</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N370NB</td>\n",
+       "      <td>1982</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N805UA</td>\n",
+       "      <td>643</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N547UW</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87639</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>431.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>443.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4495</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N813MQ</td>\n",
+       "      <td>3416</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87642</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>2918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N488UA</td>\n",
+       "      <td>287</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N988DL</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17719</td>\n",
+       "      <td>1284</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>390.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16709</td>\n",
+       "      <td>1195</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N335NB</td>\n",
+       "      <td>1935</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13979</td>\n",
+       "      <td>6054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3527</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>380.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23721</td>\n",
+       "      <td>1554</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>382.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>378.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>4511</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N933DL</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N855UA</td>\n",
+       "      <td>541</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87659</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N663JB</td>\n",
+       "      <td>283</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>2922</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87663</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N949UW</td>\n",
+       "      <td>1775</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>96</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N8310C</td>\n",
+       "      <td>1104</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N294PQ</td>\n",
+       "      <td>2927</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87670</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N684MQ</td>\n",
+       "      <td>3044</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N978AT</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17108</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KBAA</td>\n",
+       "      <td>1410</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14188</td>\n",
+       "      <td>4136</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N965WN</td>\n",
+       "      <td>356</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N675AW</td>\n",
+       "      <td>681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>3301</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N409WN</td>\n",
+       "      <td>1289</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87686</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N784JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87687</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N364NB</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87688</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N916DE</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N563JB</td>\n",
+       "      <td>753</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87695</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87698</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N317NB</td>\n",
+       "      <td>1518</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87699</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87703</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YUAA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87706</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16151</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87707</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N502MQ</td>\n",
+       "      <td>3357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N423UA</td>\n",
+       "      <td>464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N923XJ</td>\n",
+       "      <td>2917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87712</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N539MQ</td>\n",
+       "      <td>2789</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N744SW</td>\n",
+       "      <td>2960</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N961DL</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>561</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77431</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FSAA</td>\n",
+       "      <td>2379</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27200</td>\n",
+       "      <td>4144</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11121</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87732</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N292PQ</td>\n",
+       "      <td>2933</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N676AW</td>\n",
+       "      <td>687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N766SW</td>\n",
+       "      <td>195</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>1843</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4640</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N832UA</td>\n",
+       "      <td>309</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87744</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N339NB</td>\n",
+       "      <td>1211</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N197UW</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N842UA</td>\n",
+       "      <td>237</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XCAA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N208FR</td>\n",
+       "      <td>507</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87758</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5302</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N474WN</td>\n",
+       "      <td>3069</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>4215</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11193</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N627JB</td>\n",
+       "      <td>263</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JAAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87775</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>548.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>538.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12163</td>\n",
+       "      <td>4711</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>2911</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N849MQ</td>\n",
+       "      <td>3486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87780</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N411UA</td>\n",
+       "      <td>654</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N456UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N391DA</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87786</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N192UW</td>\n",
+       "      <td>1751</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87788</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N826UA</td>\n",
+       "      <td>708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76254</td>\n",
+       "      <td>1730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N806UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N704X</td>\n",
+       "      <td>435</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>384.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N402UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>2907</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87804</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HFAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N816UA</td>\n",
+       "      <td>360</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8918B</td>\n",
+       "      <td>2958</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N410UA</td>\n",
+       "      <td>587</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N508JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N818MQ</td>\n",
+       "      <td>3530</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N820AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>2931</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N236WN</td>\n",
+       "      <td>3691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N603JB</td>\n",
+       "      <td>543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5287</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N606JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>803</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87846</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N653JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N834MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87852</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N347NB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N965UW</td>\n",
+       "      <td>2160</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87858</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NB</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N232WN</td>\n",
+       "      <td>1710</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N472UA</td>\n",
+       "      <td>455</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87863</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N366NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N442UA</td>\n",
+       "      <td>308</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N554JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>385.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7741C</td>\n",
+       "      <td>152</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87868</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12136</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87872</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>3811</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87873</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>3819</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N320NB</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>3660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87880</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N323AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>382.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N404UA</td>\n",
+       "      <td>447</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87883</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N720EV</td>\n",
+       "      <td>4885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ILM</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>500</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N957AT</td>\n",
+       "      <td>1159</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N589JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>4088</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5079</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87891</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>87892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N805UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88145</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>715.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N355NW</td>\n",
+       "      <td>904</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88249</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>847.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1143.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>4137</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>901.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1249.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N568UA</td>\n",
+       "      <td>397</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>373.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>955.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1130.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>4548</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1032.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1212.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N292PQ</td>\n",
+       "      <td>2926</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1052.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N202FR</td>\n",
+       "      <td>509</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1058.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>2906</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1105.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1234.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>4422</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1151.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1259.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N830AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1230.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1356.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>3230</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EHAA</td>\n",
+       "      <td>1357</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N849MQ</td>\n",
+       "      <td>3386</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27200</td>\n",
+       "      <td>4567</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FSAA</td>\n",
+       "      <td>1623</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88504</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N923XJ</td>\n",
+       "      <td>3311</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N934DL</td>\n",
+       "      <td>781</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N978AT</td>\n",
+       "      <td>651</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FHAA</td>\n",
+       "      <td>1256</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KVAA</td>\n",
+       "      <td>1073</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N418WN</td>\n",
+       "      <td>516</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>2913</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N508JB</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>3072</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17138</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88687</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33284</td>\n",
+       "      <td>1195</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N595UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>406.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88699</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3301</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88700</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N336NW</td>\n",
+       "      <td>407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N280WN</td>\n",
+       "      <td>3778</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88711</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N847MQ</td>\n",
+       "      <td>3359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CCAA</td>\n",
+       "      <td>172</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>2933</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N914WN</td>\n",
+       "      <td>421</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N989AT</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N381DN</td>\n",
+       "      <td>1519</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>4276</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88780</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N639VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>368.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N817MQ</td>\n",
+       "      <td>3486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N41140</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KHAA</td>\n",
+       "      <td>119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N483WN</td>\n",
+       "      <td>3069</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4640</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N402WN</td>\n",
+       "      <td>3691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37267</td>\n",
+       "      <td>1480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>395.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N440AS</td>\n",
+       "      <td>5</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>2911</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>3349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88853</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>5314</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88858</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N816MQ</td>\n",
+       "      <td>3591</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N498UA</td>\n",
+       "      <td>693</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88862</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N515MQ</td>\n",
+       "      <td>2839</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14543</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N192UW</td>\n",
+       "      <td>2039</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3731T</td>\n",
+       "      <td>460</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88891</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N764NC</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CAAA</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N588UA</td>\n",
+       "      <td>226</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>392.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FVAA</td>\n",
+       "      <td>291</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DMAA</td>\n",
+       "      <td>2437</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N510UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>375.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N658JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27200</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N353NB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4088</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>4512</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11109</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N606JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88946</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N741EV</td>\n",
+       "      <td>5298</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1148</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88949</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>4277</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>3845</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4421</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N804UA</td>\n",
+       "      <td>866</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>88956</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N309JB</td>\n",
+       "      <td>705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>7</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34111</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>7</td>\n",
+       "      <td>711.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>828.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16178</td>\n",
+       "      <td>6177</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>7</td>\n",
+       "      <td>753.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1036.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4140</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>7</td>\n",
+       "      <td>927.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1056.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77258</td>\n",
+       "      <td>1144</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1016.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1414.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N839UA</td>\n",
+       "      <td>418</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>395.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1044.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N516JB</td>\n",
+       "      <td>271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1048.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N357AA</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89386</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N993DL</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N41135</td>\n",
+       "      <td>1199</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>399.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DWAA</td>\n",
+       "      <td>211</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N520UA</td>\n",
+       "      <td>437</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89566</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N564JB</td>\n",
+       "      <td>1843</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89577</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>2907</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N456UA</td>\n",
+       "      <td>352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N516JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DDAA</td>\n",
+       "      <td>2379</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>374.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>422.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N842UA</td>\n",
+       "      <td>394</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>395.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89713</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>416.0</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N323AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>371.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89718</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>700.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N589JB</td>\n",
+       "      <td>745</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PSE</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1617</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>420.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>824.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1006.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XGAA</td>\n",
+       "      <td>305</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>910.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1251.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76522</td>\n",
+       "      <td>1289</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>380.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>925.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N979AT</td>\n",
+       "      <td>807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>936.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8913A</td>\n",
+       "      <td>2937</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89913</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>947.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N393AA</td>\n",
+       "      <td>59</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>379.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1130.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>518</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>4099</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>872</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N176UW</td>\n",
+       "      <td>2085</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90071</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1318.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18101</td>\n",
+       "      <td>4567</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90072</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1319.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DJAA</td>\n",
+       "      <td>1143</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>5207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90128</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N812MQ</td>\n",
+       "      <td>3386</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>213</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N69059</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90177</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DYAA</td>\n",
+       "      <td>1697</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17133</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90184</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1524.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>3806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HWAA</td>\n",
+       "      <td>1256</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90194</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N718TW</td>\n",
+       "      <td>432</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>368.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N989AT</td>\n",
+       "      <td>1442</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N919DL</td>\n",
+       "      <td>1779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N298PQ</td>\n",
+       "      <td>2922</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90283</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>4215</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N426WN</td>\n",
+       "      <td>1289</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>2302</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26123</td>\n",
+       "      <td>1600</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N900MQ</td>\n",
+       "      <td>3216</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N515MQ</td>\n",
+       "      <td>3301</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N589JB</td>\n",
+       "      <td>283</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N359NB</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N566JB</td>\n",
+       "      <td>1801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XVAA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N470UA</td>\n",
+       "      <td>652</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90354</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N358NB</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N815UA</td>\n",
+       "      <td>418</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>378.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N458UA</td>\n",
+       "      <td>587</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N525MQ</td>\n",
+       "      <td>3748</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N53442</td>\n",
+       "      <td>1064</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>390.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7702A</td>\n",
+       "      <td>3069</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90386</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N353AT</td>\n",
+       "      <td>400</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N319US</td>\n",
+       "      <td>2065</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90395</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N907MQ</td>\n",
+       "      <td>2949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N537UA</td>\n",
+       "      <td>362</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3765</td>\n",
+       "      <td>438</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>384.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EGAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N822UA</td>\n",
+       "      <td>497</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>368.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N407AS</td>\n",
+       "      <td>5</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N495UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N950UW</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23721</td>\n",
+       "      <td>1128</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N827MQ</td>\n",
+       "      <td>3486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N339NB</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N832MQ</td>\n",
+       "      <td>3501</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>2931</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>340</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3445</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77510</td>\n",
+       "      <td>1526</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>384.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8969A</td>\n",
+       "      <td>2960</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>4516</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N954WN</td>\n",
+       "      <td>152</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>5079</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N294PQ</td>\n",
+       "      <td>3513</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N633VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>392.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N919DE</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N800AY</td>\n",
+       "      <td>2958</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12172</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90465</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N460UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90471</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N915DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N968DL</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N496AA</td>\n",
+       "      <td>363</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90481</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87513</td>\n",
+       "      <td>1692</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33203</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N621VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>381.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18101</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XTAA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N486UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N779SW</td>\n",
+       "      <td>3494</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8533D</td>\n",
+       "      <td>2943</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N371DA</td>\n",
+       "      <td>2590</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5298</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1148</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N434WN</td>\n",
+       "      <td>168</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>5451</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4278</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>602</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>3473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8560F</td>\n",
+       "      <td>3681</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>610</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4421</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N510JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13202</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N835UA</td>\n",
+       "      <td>234</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90516</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N834MQ</td>\n",
+       "      <td>3257</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N813MQ</td>\n",
+       "      <td>3621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78438</td>\n",
+       "      <td>1224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>385.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90524</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14168</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>4565</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90589</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14153</td>\n",
+       "      <td>4101</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12163</td>\n",
+       "      <td>3810</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90670</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>709.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>820.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>3817</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90690</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>728.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1020.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13161</td>\n",
+       "      <td>4137</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>808.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1031.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N167US</td>\n",
+       "      <td>2052</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>809.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1031.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N999DN</td>\n",
+       "      <td>1919</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90744</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>811.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>954.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11193</td>\n",
+       "      <td>6177</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>912.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HTAA</td>\n",
+       "      <td>1263</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N709TW</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>940.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1156.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N188US</td>\n",
+       "      <td>1831</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>946.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16151</td>\n",
+       "      <td>4628</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>951.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36272</td>\n",
+       "      <td>1025</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90853</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1003.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12172</td>\n",
+       "      <td>4409</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1014.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4407</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1016.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N197PQ</td>\n",
+       "      <td>4945</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1020.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1209.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4125</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1034.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4150</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90904</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1101.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1352.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>946</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1241.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1127.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1227.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>208</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1133.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1412.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N514MQ</td>\n",
+       "      <td>3644</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1153.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1357.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>5796</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90948</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N763JB</td>\n",
+       "      <td>971</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90949</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>4276</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>3815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1223.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N651AW</td>\n",
+       "      <td>604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1234.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N518UA</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>4679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1247.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N262WN</td>\n",
+       "      <td>172</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90983</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N960AT</td>\n",
+       "      <td>63</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90993</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N462WN</td>\n",
+       "      <td>3566</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13202</td>\n",
+       "      <td>4284</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91006</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N640AA</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91008</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N506MQ</td>\n",
+       "      <td>3404</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N282WN</td>\n",
+       "      <td>332</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91015</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1341.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34110</td>\n",
+       "      <td>4567</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1341.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N853MQ</td>\n",
+       "      <td>3386</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N294PQ</td>\n",
+       "      <td>3340</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91026</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1357.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GYAA</td>\n",
+       "      <td>178</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91027</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1357.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N749SW</td>\n",
+       "      <td>1880</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91031</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N318NB</td>\n",
+       "      <td>652</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91033</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N902WN</td>\n",
+       "      <td>144</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>5245</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91043</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N832MQ</td>\n",
+       "      <td>3388</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91049</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>5901</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91057</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1440.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N585JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91059</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>1318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91064</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34222</td>\n",
+       "      <td>1198</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91068</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N809UA</td>\n",
+       "      <td>273</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91092</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>5797</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91093</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N447WN</td>\n",
+       "      <td>3</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91094</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76064</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91101</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91103</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N487WN</td>\n",
+       "      <td>516</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91105</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>118</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91110</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4552</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91120</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N909EV</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91124</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75426</td>\n",
+       "      <td>1200</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>371.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13138</td>\n",
+       "      <td>1054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91133</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>561</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N839MQ</td>\n",
+       "      <td>3391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N519JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>6054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91140</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>3425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4136</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91146</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16151</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N193JB</td>\n",
+       "      <td>581</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N673DL</td>\n",
+       "      <td>2347</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91164</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17560</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N849MQ</td>\n",
+       "      <td>3493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N562JB</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N942MQ</td>\n",
+       "      <td>2963</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N235WN</td>\n",
+       "      <td>2806</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N467UA</td>\n",
+       "      <td>338</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91181</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>4511</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11191</td>\n",
+       "      <td>4292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91187</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18101</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N515UA</td>\n",
+       "      <td>471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N104UW</td>\n",
+       "      <td>1767</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N368NB</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N522MQ</td>\n",
+       "      <td>2840</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N732SW</td>\n",
+       "      <td>421</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N505JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91210</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N933XJ</td>\n",
+       "      <td>2918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>4276</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91218</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>2933</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91222</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N514MQ</td>\n",
+       "      <td>3734</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13995</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91226</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N908XJ</td>\n",
+       "      <td>2927</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N560UW</td>\n",
+       "      <td>721</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91233</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18120</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N510MJ</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91240</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N431UA</td>\n",
+       "      <td>333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N900WN</td>\n",
+       "      <td>3778</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27239</td>\n",
+       "      <td>1177</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57111</td>\n",
+       "      <td>1600</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91261</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N935AT</td>\n",
+       "      <td>1518</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91264</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>5293</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>296</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91269</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DLAA</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N833UA</td>\n",
+       "      <td>309</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N329NB</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N917DL</td>\n",
+       "      <td>1982</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N623MQ</td>\n",
+       "      <td>3216</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91283</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N8608N</td>\n",
+       "      <td>1104</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N433UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N294PQ</td>\n",
+       "      <td>3357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5302</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N916WN</td>\n",
+       "      <td>356</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N816MQ</td>\n",
+       "      <td>3530</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NW</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>368.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>376.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>3825</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91300</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N658JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N487UA</td>\n",
+       "      <td>375</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N323AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N406UA</td>\n",
+       "      <td>431</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N561UW</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N622VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N314NB</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N747SA</td>\n",
+       "      <td>195</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38454</td>\n",
+       "      <td>1618</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91335</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N638VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>383.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14237</td>\n",
+       "      <td>1195</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N819UA</td>\n",
+       "      <td>708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N741EV</td>\n",
+       "      <td>5147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N547JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N537JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11199</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N708EV</td>\n",
+       "      <td>5274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N910XJ</td>\n",
+       "      <td>2911</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N423AS</td>\n",
+       "      <td>5</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N813MQ</td>\n",
+       "      <td>3486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3513</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N530MQ</td>\n",
+       "      <td>2839</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91378</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>4218</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N948WN</td>\n",
+       "      <td>1710</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N203FR</td>\n",
+       "      <td>507</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N960AT</td>\n",
+       "      <td>400</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91394</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91395</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35260</td>\n",
+       "      <td>1495</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>369.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8409N</td>\n",
+       "      <td>2943</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>2925</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N848UA</td>\n",
+       "      <td>360</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>2908</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N757LV</td>\n",
+       "      <td>1289</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N474UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N344NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5314</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N839MQ</td>\n",
+       "      <td>3603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N954AT</td>\n",
+       "      <td>1346</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77525</td>\n",
+       "      <td>1730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N944DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N727SW</td>\n",
+       "      <td>2960</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N779NC</td>\n",
+       "      <td>377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N827UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N989AT</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N912WN</td>\n",
+       "      <td>3069</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8588D</td>\n",
+       "      <td>3681</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>610</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13202</td>\n",
+       "      <td>4512</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N298PQ</td>\n",
+       "      <td>3445</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N221WN</td>\n",
+       "      <td>168</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33262</td>\n",
+       "      <td>1224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N814MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N845UA</td>\n",
+       "      <td>866</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34110</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N741SA</td>\n",
+       "      <td>3691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N585JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5287</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91463</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91465</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>5298</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1148</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91466</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N391CA</td>\n",
+       "      <td>5451</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>3660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3738B</td>\n",
+       "      <td>460</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91471</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N607AT</td>\n",
+       "      <td>1159</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91472</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N473UA</td>\n",
+       "      <td>994</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3384</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14543</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N288WN</td>\n",
+       "      <td>3494</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>4113</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12160</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91482</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15574</td>\n",
+       "      <td>3845</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5311</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5079</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>4088</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>3848</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91490</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91552</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>651.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>1503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91705</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>820.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1101.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N170US</td>\n",
+       "      <td>2052</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>909.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1202.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33289</td>\n",
+       "      <td>1456</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1159.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N722EV</td>\n",
+       "      <td>5463</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>945.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1223.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N152UW</td>\n",
+       "      <td>1831</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1029.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EEAA</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1048.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8533D</td>\n",
+       "      <td>3769</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1048.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JRAA</td>\n",
+       "      <td>84</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91808</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1048.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N917WN</td>\n",
+       "      <td>876</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91810</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1049.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1208.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>2901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1054.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N831UA</td>\n",
+       "      <td>676</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91814</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1055.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77430</td>\n",
+       "      <td>1043</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1056.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N704X</td>\n",
+       "      <td>2444</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76529</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1118.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N326NB</td>\n",
+       "      <td>1174</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1152.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N324AA</td>\n",
+       "      <td>1</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N348AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>372.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1223.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WMAA</td>\n",
+       "      <td>325</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1234.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>5309</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91862</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1414.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N221WN</td>\n",
+       "      <td>218</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1249.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N996DL</td>\n",
+       "      <td>1847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N967WN</td>\n",
+       "      <td>1250</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1318.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N989DL</td>\n",
+       "      <td>2219</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N913DE</td>\n",
+       "      <td>1947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N418UA</td>\n",
+       "      <td>312</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91891</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N997AT</td>\n",
+       "      <td>275</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N959UW</td>\n",
+       "      <td>2146</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1352.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N292PQ</td>\n",
+       "      <td>3311</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91898</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1356.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5208</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1357.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73270</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N353NW</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N758SW</td>\n",
+       "      <td>172</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91910</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N477UA</td>\n",
+       "      <td>426</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1431.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N809JB</td>\n",
+       "      <td>1401</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1431.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N848UA</td>\n",
+       "      <td>273</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26210</td>\n",
+       "      <td>1198</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14543</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>2902</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N598AA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>118</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91948</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N67052</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16709</td>\n",
+       "      <td>1280</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N655JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>308</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91981</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5373</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91983</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N662JB</td>\n",
+       "      <td>477</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91987</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N933MQ</td>\n",
+       "      <td>2815</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92000</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>5199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>5611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92004</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>581</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92013</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N369AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>376.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N991DL</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92023</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>2907</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>301</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92026</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N536UA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92027</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KBAA</td>\n",
+       "      <td>65</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N825AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92031</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N931DL</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92035</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N210WN</td>\n",
+       "      <td>516</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92047</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N293PQ</td>\n",
+       "      <td>2900</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92050</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N847UA</td>\n",
+       "      <td>333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92055</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92064</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>2917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11107</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92073</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N444UA</td>\n",
+       "      <td>761</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N272PQ</td>\n",
+       "      <td>2933</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92084</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4144</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92085</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N653JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N680MQ</td>\n",
+       "      <td>3216</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92090</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N657MQ</td>\n",
+       "      <td>2963</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92097</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92107</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>1119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N630MQ</td>\n",
+       "      <td>2949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92113</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ARAA</td>\n",
+       "      <td>256</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92128</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39728</td>\n",
+       "      <td>1195</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35260</td>\n",
+       "      <td>1127</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>371.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N193JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92137</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N719SW</td>\n",
+       "      <td>2960</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>2302</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N437UA</td>\n",
+       "      <td>587</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N326NB</td>\n",
+       "      <td>2370</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N597UA</td>\n",
+       "      <td>535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N345NB</td>\n",
+       "      <td>1211</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N651JB</td>\n",
+       "      <td>183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92183</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N659JB</td>\n",
+       "      <td>543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>2904</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N204FR</td>\n",
+       "      <td>507</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92194</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N590UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>372.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N262WN</td>\n",
+       "      <td>195</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N826UA</td>\n",
+       "      <td>360</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92201</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N632VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>386.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N417UA</td>\n",
+       "      <td>654</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92220</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N440AS</td>\n",
+       "      <td>5</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N380DA</td>\n",
+       "      <td>1519</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92233</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8970D</td>\n",
+       "      <td>2960</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N554JB</td>\n",
+       "      <td>803</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5298</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1148</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YCAA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N642VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>382.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N414WN</td>\n",
+       "      <td>152</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92252</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N707EV</td>\n",
+       "      <td>5287</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92253</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N443UA</td>\n",
+       "      <td>308</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92261</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37466</td>\n",
+       "      <td>1703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92264</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92267</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>4277</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92269</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N487UA</td>\n",
+       "      <td>994</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N702TW</td>\n",
+       "      <td>2070</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>3819</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N608QX</td>\n",
+       "      <td>4885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ILM</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>500</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92279</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>5846</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37422</td>\n",
+       "      <td>1225</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N663JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14158</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92288</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>758.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>945.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>4424</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92726</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>911.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>2932</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>916.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92852</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1156.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3528</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>833</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N970DL</td>\n",
+       "      <td>499</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92898</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N412UA</td>\n",
+       "      <td>249</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N823UA</td>\n",
+       "      <td>274</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301NB</td>\n",
+       "      <td>1785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92955</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13118</td>\n",
+       "      <td>4292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ATAA</td>\n",
+       "      <td>1256</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93008</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4175</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AVL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>583</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>5948</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93115</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N297PQ</td>\n",
+       "      <td>2903</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>4276</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>5302</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93203</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N849VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93214</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N295PQ</td>\n",
+       "      <td>3357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N665JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CRAA</td>\n",
+       "      <td>2351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26123</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93293</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12109</td>\n",
+       "      <td>1600</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13133</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N429UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XCAA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27152</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N566UW</td>\n",
+       "      <td>2039</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>5079</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N454UA</td>\n",
+       "      <td>312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8683B</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13118</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N851UA</td>\n",
+       "      <td>522</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>833.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1138.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N671UA</td>\n",
+       "      <td>652</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>837.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1159.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37474</td>\n",
+       "      <td>1455</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1117.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1324.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N710UW</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N296PQ</td>\n",
+       "      <td>2932</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1306.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N761ND</td>\n",
+       "      <td>5208</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N466UA</td>\n",
+       "      <td>380</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N608QX</td>\n",
+       "      <td>5599</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>254</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5373</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N627JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N604AW</td>\n",
+       "      <td>456</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94027</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N830AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94039</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N707EV</td>\n",
+       "      <td>5259</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>2913</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94068</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>3669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94103</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11176</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94146</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N935AT</td>\n",
+       "      <td>652</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94151</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N773SA</td>\n",
+       "      <td>3778</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N519JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94233</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37277</td>\n",
+       "      <td>1480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CKAA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N659JB</td>\n",
+       "      <td>135</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38446</td>\n",
+       "      <td>1022</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N467UA</td>\n",
+       "      <td>375</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>368.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38424</td>\n",
+       "      <td>1269</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37422</td>\n",
+       "      <td>1703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>3604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>3473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13124</td>\n",
+       "      <td>4565</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N375JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>758.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1004.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4150</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>900.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N621JB</td>\n",
+       "      <td>1717</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>908.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1037.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>3817</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>909.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1056.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>2932</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94718</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1013.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>219</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94765</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1124.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N830AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1209.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1354.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12145</td>\n",
+       "      <td>4711</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1239.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>5814</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N943WN</td>\n",
+       "      <td>3566</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94857</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1414.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N832MQ</td>\n",
+       "      <td>3386</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94877</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>5795</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5273</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>94919</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3311</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95021</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N621JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>1801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N612JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95151</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N359NB</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95183</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N512MJ</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N819UA</td>\n",
+       "      <td>360</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5314</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N933AT</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N989AT</td>\n",
+       "      <td>377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N597UA</td>\n",
+       "      <td>314</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8943A</td>\n",
+       "      <td>3681</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>610</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33264</td>\n",
+       "      <td>1224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8541D</td>\n",
+       "      <td>2959</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95389</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>408.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>71</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N307JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>720.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>916.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N565UW</td>\n",
+       "      <td>883</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>732.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>906.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N8305E</td>\n",
+       "      <td>3848</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>830.0</td>\n",
+       "      <td>825.0</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>856.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N939DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>929.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1220.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17185</td>\n",
+       "      <td>4380</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1006.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N404UA</td>\n",
+       "      <td>354</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N931DL</td>\n",
+       "      <td>2098</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1123.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1247.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14153</td>\n",
+       "      <td>5814</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N785SW</td>\n",
+       "      <td>3588</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N985AT</td>\n",
+       "      <td>251</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N475WN</td>\n",
+       "      <td>2375</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N849UA</td>\n",
+       "      <td>394</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N69059</td>\n",
+       "      <td>15</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>590.0</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>386.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>2901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N66057</td>\n",
+       "      <td>1451</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N902DE</td>\n",
+       "      <td>781</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23721</td>\n",
+       "      <td>1186</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>3425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N630AA</td>\n",
+       "      <td>2285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95808</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N893AT</td>\n",
+       "      <td>323</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>286</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FHAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>2918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N660DL</td>\n",
+       "      <td>2347</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95832</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N452UA</td>\n",
+       "      <td>332</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N789SW</td>\n",
+       "      <td>1403</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N921AT</td>\n",
+       "      <td>559</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N639MQ</td>\n",
+       "      <td>2815</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>581</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95852</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N633JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95853</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N718TW</td>\n",
+       "      <td>424</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N973DL</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N819AY</td>\n",
+       "      <td>2946</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95869</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N512MQ</td>\n",
+       "      <td>3530</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>2917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DVAA</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95872</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N554AA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N555AY</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8506C</td>\n",
+       "      <td>2944</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95877</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>2302</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95878</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N832AY</td>\n",
+       "      <td>2941</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>2903</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N307JB</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N336NB</td>\n",
+       "      <td>2147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N928MQ</td>\n",
+       "      <td>3216</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>89</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95894</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N296PQ</td>\n",
+       "      <td>2913</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N902WN</td>\n",
+       "      <td>4161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N293PQ</td>\n",
+       "      <td>2927</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95897</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N648MQ</td>\n",
+       "      <td>2949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>765</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N357AA</td>\n",
+       "      <td>2351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N210FR</td>\n",
+       "      <td>507</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N312US</td>\n",
+       "      <td>2500</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>2933</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N524JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BBAA</td>\n",
+       "      <td>2437</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95916</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3758Y</td>\n",
+       "      <td>438</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95919</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GBAA</td>\n",
+       "      <td>235</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N409AS</td>\n",
+       "      <td>5</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3745B</td>\n",
+       "      <td>436</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N156DL</td>\n",
+       "      <td>427</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>2202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8683B</td>\n",
+       "      <td>2954</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N621JB</td>\n",
+       "      <td>803</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N583JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N659JB</td>\n",
+       "      <td>65</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ABQ</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>1826</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N591JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>2911</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N979DL</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N361NW</td>\n",
+       "      <td>2594</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N508JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95943</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1003.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N960DL</td>\n",
+       "      <td>2599</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N768JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95949</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>2914</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>95951</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>486</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96078</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96093</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>625.0</td>\n",
+       "      <td>660.0</td>\n",
+       "      <td>933.0</td>\n",
+       "      <td>648.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N635AA</td>\n",
+       "      <td>2437</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>857.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1049.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>885</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>908.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FEAA</td>\n",
+       "      <td>936</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>STT</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1623</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>923.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1045.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CVAA</td>\n",
+       "      <td>84</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96213</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>924.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1105.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N293PQ</td>\n",
+       "      <td>2935</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96216</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>925.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1259.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N659JB</td>\n",
+       "      <td>1783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96219</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>926.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N959DL</td>\n",
+       "      <td>2087</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>934.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1059.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N812MQ</td>\n",
+       "      <td>3370</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96230</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>943.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1241.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16713</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1225.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N834AY</td>\n",
+       "      <td>2937</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96249</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1007.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39463</td>\n",
+       "      <td>1149</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1014.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>795</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1046.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N516JB</td>\n",
+       "      <td>1701</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1052.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N66056</td>\n",
+       "      <td>15</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>597.0</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1127.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1408.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DSAA</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1151.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>2602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1212.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5309</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1256.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DLAA</td>\n",
+       "      <td>1697</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96394</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1339.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>316</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>2380</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>1386</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N649JB</td>\n",
+       "      <td>1639</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>5796</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N793JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96481</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CVAA</td>\n",
+       "      <td>178</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8974C</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>659</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N358JB</td>\n",
+       "      <td>118</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>308</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96524</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N703JB</td>\n",
+       "      <td>325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>581</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N814MQ</td>\n",
+       "      <td>3493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>2903</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N942MQ</td>\n",
+       "      <td>2815</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96564</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N643MQ</td>\n",
+       "      <td>2793</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96579</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N845MQ</td>\n",
+       "      <td>3359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N712TW</td>\n",
+       "      <td>419</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N339AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N565JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>2302</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N453UA</td>\n",
+       "      <td>375</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96667</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N617AA</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8930E</td>\n",
+       "      <td>3335</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4144</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96690</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FMAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96695</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96699</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N516JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96707</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N173US</td>\n",
+       "      <td>1995</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96712</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3758Y</td>\n",
+       "      <td>2595</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>372.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N421UA</td>\n",
+       "      <td>587</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>5678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CVAA</td>\n",
+       "      <td>256</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N600QX</td>\n",
+       "      <td>5314</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N632JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>2202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5287</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N402UA</td>\n",
+       "      <td>693</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96808</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N345AA</td>\n",
+       "      <td>2351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KVAA</td>\n",
+       "      <td>235</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>371.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N845MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96845</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N793JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96855</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>65</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ABQ</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>1826</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36476</td>\n",
+       "      <td>1269</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N649JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96872</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87531</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96876</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96883</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>402.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N821JB</td>\n",
+       "      <td>803</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N746JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5451</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96891</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N963DL</td>\n",
+       "      <td>2147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>718</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>96960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N793JB</td>\n",
+       "      <td>718</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97060</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>719.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>824.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N827AS</td>\n",
+       "      <td>5747</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>820.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5716</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1003.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N809JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>370.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97269</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1026.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N570JB</td>\n",
+       "      <td>1701</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1102.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N960DL</td>\n",
+       "      <td>1847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1127.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1220.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>518</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JEAA</td>\n",
+       "      <td>2335</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>4633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1259.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>4187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N546MQ</td>\n",
+       "      <td>3230</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N979AT</td>\n",
+       "      <td>1151</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N796JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N512MQ</td>\n",
+       "      <td>3689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>502</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N741EV</td>\n",
+       "      <td>5189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N709JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N965DL</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>4104</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97564</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14143</td>\n",
+       "      <td>4136</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11109</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7734H</td>\n",
+       "      <td>172</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N588JB</td>\n",
+       "      <td>301</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N546MQ</td>\n",
+       "      <td>3425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>2933</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97659</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N778SW</td>\n",
+       "      <td>2806</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>2922</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97666</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N299PQ</td>\n",
+       "      <td>2900</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14186</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>117</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97699</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N297WN</td>\n",
+       "      <td>356</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97701</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N570JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97712</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N979AT</td>\n",
+       "      <td>1518</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JPAA</td>\n",
+       "      <td>256</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N369NB</td>\n",
+       "      <td>2370</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N313US</td>\n",
+       "      <td>1519</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N810UA</td>\n",
+       "      <td>360</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GLAA</td>\n",
+       "      <td>119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>2202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97810</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>5314</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N341NB</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N983DL</td>\n",
+       "      <td>325</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97832</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14116</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N741EV</td>\n",
+       "      <td>5274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N546MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3445</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N913DL</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13132</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97897</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97913</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N389AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5311</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N615JB</td>\n",
+       "      <td>225</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>392.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>395.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N659JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4516</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>2002</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N435WN</td>\n",
+       "      <td>168</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4565</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>97934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>503.0</td>\n",
+       "      <td>500.0</td>\n",
+       "      <td>493.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N909EV</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>705.0</td>\n",
+       "      <td>845.0</td>\n",
+       "      <td>1026.0</td>\n",
+       "      <td>846.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EMAA</td>\n",
+       "      <td>172</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98051</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>746.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1013.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N561UW</td>\n",
+       "      <td>1989</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98080</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>808.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1038.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N566UA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>841.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N673UA</td>\n",
+       "      <td>559</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98117</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>847.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>3066</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98122</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>853.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N955DL</td>\n",
+       "      <td>1547</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>928.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1209.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N569UA</td>\n",
+       "      <td>561</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98159</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>929.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N817MQ</td>\n",
+       "      <td>3272</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98163</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>938.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1202.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>2916</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>948.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1137.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N818MQ</td>\n",
+       "      <td>3370</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1008.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N646JB</td>\n",
+       "      <td>27</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98188</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1010.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1313.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N516MQ</td>\n",
+       "      <td>3419</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1038.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N1EAMQ</td>\n",
+       "      <td>3407</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98227</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1059.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1233.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N402WN</td>\n",
+       "      <td>218</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>583</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1114.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N298PQ</td>\n",
+       "      <td>4274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1138.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N978AT</td>\n",
+       "      <td>807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1144.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>116</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98269</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N702UW</td>\n",
+       "      <td>2177</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>3644</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1303.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76065</td>\n",
+       "      <td>15</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>588.0</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>2380</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>3404</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3281</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N918WN</td>\n",
+       "      <td>1880</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N561UW</td>\n",
+       "      <td>2056</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N639JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N953UW</td>\n",
+       "      <td>2148</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N818MQ</td>\n",
+       "      <td>3386</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>1318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>2789</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N785SW</td>\n",
+       "      <td>144</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98354</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N521JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EPAA</td>\n",
+       "      <td>178</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N554JB</td>\n",
+       "      <td>1639</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N770UW</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EJAA</td>\n",
+       "      <td>1073</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N554WN</td>\n",
+       "      <td>516</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>118</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N535UA</td>\n",
+       "      <td>256</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98395</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N662SW</td>\n",
+       "      <td>2868</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N486WN</td>\n",
+       "      <td>3</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1534.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N723EV</td>\n",
+       "      <td>5207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N659JB</td>\n",
+       "      <td>561</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N501MQ</td>\n",
+       "      <td>3588</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>5259</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98442</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N623AA</td>\n",
+       "      <td>2285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N534JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N506MQ</td>\n",
+       "      <td>3425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98466</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N329NB</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>2907</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3747D</td>\n",
+       "      <td>454</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CTAA</td>\n",
+       "      <td>65</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N948UW</td>\n",
+       "      <td>2152</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>2903</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N173AT</td>\n",
+       "      <td>1070</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N621MQ</td>\n",
+       "      <td>2963</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5302</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N1EAMQ</td>\n",
+       "      <td>2840</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N313US</td>\n",
+       "      <td>2593</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N949UW</td>\n",
+       "      <td>1775</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>96</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N633VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>369.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N958DN</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N775JB</td>\n",
+       "      <td>1801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N544MQ</td>\n",
+       "      <td>3301</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N343NB</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N353NB</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N298PQ</td>\n",
+       "      <td>3357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98548</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KKAA</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N431UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BYAA</td>\n",
+       "      <td>2379</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98552</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N981AT</td>\n",
+       "      <td>1518</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98555</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N960DL</td>\n",
+       "      <td>221</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98564</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N456UA</td>\n",
+       "      <td>700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N680AW</td>\n",
+       "      <td>632</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N8316H</td>\n",
+       "      <td>1104</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N6EAMQ</td>\n",
+       "      <td>3734</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N901DE</td>\n",
+       "      <td>527</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N337AT</td>\n",
+       "      <td>400</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98577</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N263AV</td>\n",
+       "      <td>507</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N935AT</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98589</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N499WN</td>\n",
+       "      <td>2806</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N953UW</td>\n",
+       "      <td>2156</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98594</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13718</td>\n",
+       "      <td>1692</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HBAA</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>3811</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N516MQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N722EV</td>\n",
+       "      <td>5147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>4640</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>4113</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3APAA</td>\n",
+       "      <td>256</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>3513</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98622</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98623</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N475AA</td>\n",
+       "      <td>2488</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>5678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N341NB</td>\n",
+       "      <td>1211</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N703JB</td>\n",
+       "      <td>263</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>2915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N651JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N302NB</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N340NB</td>\n",
+       "      <td>866</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N487UA</td>\n",
+       "      <td>693</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N478WN</td>\n",
+       "      <td>195</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CGAA</td>\n",
+       "      <td>1193</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N325NB</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98648</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>4218</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CJAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>2202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8894A</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>5274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N795SW</td>\n",
+       "      <td>3069</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N570JB</td>\n",
+       "      <td>543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98659</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FKAA</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35271</td>\n",
+       "      <td>1526</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N761ND</td>\n",
+       "      <td>5293</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>296</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98666</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13995</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98667</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N762SW</td>\n",
+       "      <td>1289</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14116</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N923XJ</td>\n",
+       "      <td>2908</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N965AT</td>\n",
+       "      <td>1346</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N318NB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N770UW</td>\n",
+       "      <td>2193</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N635JB</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N448UA</td>\n",
+       "      <td>234</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4511</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17196</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N923DL</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N850UA</td>\n",
+       "      <td>654</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98685</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N642VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>362.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98687</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N779JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98688</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N443UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7715E</td>\n",
+       "      <td>1710</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98691</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98692</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>3349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N703TW</td>\n",
+       "      <td>448</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98695</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N833UA</td>\n",
+       "      <td>866</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98697</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N412UA</td>\n",
+       "      <td>308</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98698</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N828UA</td>\n",
+       "      <td>594</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98700</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12216</td>\n",
+       "      <td>1651</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98701</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N444UA</td>\n",
+       "      <td>340</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N900DE</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98705</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N825AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98706</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N597UA</td>\n",
+       "      <td>314</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98712</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N741EV</td>\n",
+       "      <td>5079</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98713</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N600QX</td>\n",
+       "      <td>5287</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N763US</td>\n",
+       "      <td>2195</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N981DL</td>\n",
+       "      <td>2599</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98718</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5298</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1148</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N820MQ</td>\n",
+       "      <td>3603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98721</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N453UA</td>\n",
+       "      <td>994</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N945DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98723</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>4176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N723EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98726</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WVAA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14162</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>372.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>3819</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98732</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>65</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ABQ</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>1826</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3754A</td>\n",
+       "      <td>436</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4421</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N582AA</td>\n",
+       "      <td>363</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N466WN</td>\n",
+       "      <td>152</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N373JB</td>\n",
+       "      <td>705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N180DN</td>\n",
+       "      <td>427</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N501MQ</td>\n",
+       "      <td>3473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>3810</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>4179</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N643JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11137</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>486</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N521JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4462</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N928AT</td>\n",
+       "      <td>1159</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N820UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98758</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N608QX</td>\n",
+       "      <td>4885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ILM</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>500</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>716.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>952.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13969</td>\n",
+       "      <td>4150</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>98990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>750.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1037.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11191</td>\n",
+       "      <td>4137</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99064</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>845.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1042.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>4297</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99099</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>917.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1319.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N483UA</td>\n",
+       "      <td>657</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>376.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99122</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>949.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1209.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N293PQ</td>\n",
+       "      <td>4270</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99133</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>958.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N857MQ</td>\n",
+       "      <td>3363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1002.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>5814</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99145</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1006.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1159.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>4111</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99200</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1124.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N612JB</td>\n",
+       "      <td>1</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99201</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1259.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>2926</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99245</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>5309</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>4880</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5373</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99253</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1234.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N600QX</td>\n",
+       "      <td>5273</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N721UW</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N722EV</td>\n",
+       "      <td>5208</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N66051</td>\n",
+       "      <td>15</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>607.0</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1352.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>3</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N534JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N11206</td>\n",
+       "      <td>1048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99472</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FGAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N854UA</td>\n",
+       "      <td>488</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N722EV</td>\n",
+       "      <td>5302</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N509AY</td>\n",
+       "      <td>1995</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>432.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>433.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N972AT</td>\n",
+       "      <td>160</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N412UA</td>\n",
+       "      <td>640</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>2933</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>2922</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>5293</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>296</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N630JB</td>\n",
+       "      <td>1801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N741EV</td>\n",
+       "      <td>5147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N108UW</td>\n",
+       "      <td>1767</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>3811</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KXAA</td>\n",
+       "      <td>199</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99699</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3758Y</td>\n",
+       "      <td>438</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N805JB</td>\n",
+       "      <td>183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N333NB</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N634AA</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>225</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N482AA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N722EV</td>\n",
+       "      <td>5079</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>5314</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>3848</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N972AT</td>\n",
+       "      <td>1346</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24128</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>1205</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>369.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>1218</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N565JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99817</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N324AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99818</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N606JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>733.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>845.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5747</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>99938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>734.0</td>\n",
+       "      <td>849.0</td>\n",
+       "      <td>1046.0</td>\n",
+       "      <td>847.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N375NC</td>\n",
+       "      <td>1223</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1256.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N362NW</td>\n",
+       "      <td>1879</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100097</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>956.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N596UA</td>\n",
+       "      <td>443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100105</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1001.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N709JB</td>\n",
+       "      <td>1289</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1015.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3519</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>660</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1026.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1223.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12166</td>\n",
+       "      <td>4548</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100133</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1031.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N68061</td>\n",
+       "      <td>15</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>586.0</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1042.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>1701</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1054.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1327.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N665JB</td>\n",
+       "      <td>27</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100220</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1223.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>1</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1228.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4495</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100252</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1309.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N932DL</td>\n",
+       "      <td>651</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N560UW</td>\n",
+       "      <td>1831</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N442WN</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1501.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N67052</td>\n",
+       "      <td>1695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100360</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N846UA</td>\n",
+       "      <td>215</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>5801</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>5678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14203</td>\n",
+       "      <td>4372</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N362NW</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N552JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100552</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17138</td>\n",
+       "      <td>4422</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100555</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N546UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N638JB</td>\n",
+       "      <td>89</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8587E</td>\n",
+       "      <td>2954</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AGAA</td>\n",
+       "      <td>67</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100661</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>5274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100677</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3496</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N928DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100707</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N390SW</td>\n",
+       "      <td>152</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24128</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N754EV</td>\n",
+       "      <td>5298</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1148</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N519JB</td>\n",
+       "      <td>65</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ABQ</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>1826</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14203</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N389DA</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>3848</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100744</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N656JB</td>\n",
+       "      <td>71</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YTAA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N500MQ</td>\n",
+       "      <td>3604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N737JW</td>\n",
+       "      <td>3494</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17138</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N18223</td>\n",
+       "      <td>1595</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N907JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12126</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N534JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100775</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N524UA</td>\n",
+       "      <td>362</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17146</td>\n",
+       "      <td>6049</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13118</td>\n",
+       "      <td>4247</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4470</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100786</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76517</td>\n",
+       "      <td>1066</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100788</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N563JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>100793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36476</td>\n",
+       "      <td>1682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>843.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1048.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3399</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101015</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>855.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1026.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4125</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101035</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>914.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1050.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3546</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101042</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>920.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1159.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N334NW</td>\n",
+       "      <td>1547</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101081</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1001.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14106</td>\n",
+       "      <td>1643</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1037.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5067</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101112</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1040.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1249.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>2926</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101125</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1054.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N66057</td>\n",
+       "      <td>15</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>600.0</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N826AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101166</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1151.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N612QX</td>\n",
+       "      <td>5463</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1156.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14125</td>\n",
+       "      <td>4419</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1209.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4240</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101203</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1408.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3505</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N364NW</td>\n",
+       "      <td>1875</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>4141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101255</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N516JB</td>\n",
+       "      <td>127</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N293PQ</td>\n",
+       "      <td>3516</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101264</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N345NB</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>5797</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N779JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33266</td>\n",
+       "      <td>1723</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>3813</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4104</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N614QX</td>\n",
+       "      <td>4978</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>5801</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N79279</td>\n",
+       "      <td>1615</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>4395</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N505JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101472</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N201LV</td>\n",
+       "      <td>3675</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76504</td>\n",
+       "      <td>1146</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11127</td>\n",
+       "      <td>4422</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N569UA</td>\n",
+       "      <td>273</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8745B</td>\n",
+       "      <td>2942</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>94</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101548</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>3806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101555</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N811UA</td>\n",
+       "      <td>364</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N448UA</td>\n",
+       "      <td>261</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N378SW</td>\n",
+       "      <td>4112</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101566</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4138</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4143</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101577</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>135</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N793SA</td>\n",
+       "      <td>4257</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N642WN</td>\n",
+       "      <td>1759</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14991</td>\n",
+       "      <td>5846</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39450</td>\n",
+       "      <td>1712</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101608</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N615JB</td>\n",
+       "      <td>543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N979AT</td>\n",
+       "      <td>967</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101639</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N293PQ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101643</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8888D</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N831UA</td>\n",
+       "      <td>421</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N710TW</td>\n",
+       "      <td>435</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>363.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101648</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36280</td>\n",
+       "      <td>1618</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N963DL</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>2928</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WPAA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N900EV</td>\n",
+       "      <td>5567</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>617</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101685</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13903</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101686</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>2911</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101687</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>2908</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101695</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>5796</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101700</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12136</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101706</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N703JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101707</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>2923</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101712</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N612QX</td>\n",
+       "      <td>5287</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101723</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N759EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101726</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>2925</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8580A</td>\n",
+       "      <td>2959</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11193</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N907JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N562JB</td>\n",
+       "      <td>183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11127</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N373JB</td>\n",
+       "      <td>705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12160</td>\n",
+       "      <td>4147</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N608QX</td>\n",
+       "      <td>4885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ILM</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>500</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N529JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>3832</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N506JB</td>\n",
+       "      <td>2053</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76514</td>\n",
+       "      <td>1066</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12172</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N661JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N758SW</td>\n",
+       "      <td>1118</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101878</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>725.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>939</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>742.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N760JB</td>\n",
+       "      <td>1403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101993</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>927.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1238.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N457UA</td>\n",
+       "      <td>568</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BZN</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>1882</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>101998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>930.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1129.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>2916</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102000</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>931.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1218.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75851</td>\n",
+       "      <td>1245</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>939.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1112.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N833MQ</td>\n",
+       "      <td>3363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1008.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N292PQ</td>\n",
+       "      <td>3940</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102031</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1008.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1316.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N510JB</td>\n",
+       "      <td>795</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1015.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>5031</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102038</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1016.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1252.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N630JB</td>\n",
+       "      <td>653</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1022.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N956DL</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102059</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1044.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78511</td>\n",
+       "      <td>1438</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1058.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>5286</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N66056</td>\n",
+       "      <td>15</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>588.0</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102089</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>2912</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102092</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>229</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102099</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1155.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33714</td>\n",
+       "      <td>1519</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STT</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1634</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102112</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1324.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N206JB</td>\n",
+       "      <td>2602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1318.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>3670</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102164</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102174</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17104</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N678AW</td>\n",
+       "      <td>501</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102219</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76065</td>\n",
+       "      <td>1084</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102229</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N408WN</td>\n",
+       "      <td>833</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>392.0</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>362.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N523UA</td>\n",
+       "      <td>274</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102267</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N815UA</td>\n",
+       "      <td>374</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N517MQ</td>\n",
+       "      <td>3072</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N6EAMQ</td>\n",
+       "      <td>3669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>2903</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N677MQ</td>\n",
+       "      <td>2793</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N594UA</td>\n",
+       "      <td>464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12172</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N562UA</td>\n",
+       "      <td>524</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N583JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>2922</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>5404</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N630JB</td>\n",
+       "      <td>283</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N29129</td>\n",
+       "      <td>1232</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36444</td>\n",
+       "      <td>1554</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N504UA</td>\n",
+       "      <td>708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N609MQ</td>\n",
+       "      <td>2963</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102389</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14219</td>\n",
+       "      <td>12</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102395</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N294PQ</td>\n",
+       "      <td>2904</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38454</td>\n",
+       "      <td>1151</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3951</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N8617E</td>\n",
+       "      <td>928</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37465</td>\n",
+       "      <td>1480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>2302</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N342NW</td>\n",
+       "      <td>1223</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7811F</td>\n",
+       "      <td>1759</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N202AA</td>\n",
+       "      <td>2488</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N730SW</td>\n",
+       "      <td>2029</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102463</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N21723</td>\n",
+       "      <td>1100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78511</td>\n",
+       "      <td>1618</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17244</td>\n",
+       "      <td>1064</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N513UA</td>\n",
+       "      <td>997</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38467</td>\n",
+       "      <td>1712</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N843UA</td>\n",
+       "      <td>237</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102490</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N349NW</td>\n",
+       "      <td>2337</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N510JB</td>\n",
+       "      <td>183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>2910</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23721</td>\n",
+       "      <td>1022</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>803</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>373.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>4159</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N856MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N54241</td>\n",
+       "      <td>1481</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>5796</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N435UA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N457UA</td>\n",
+       "      <td>587</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N449UA</td>\n",
+       "      <td>215</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N28478</td>\n",
+       "      <td>1057</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33284</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33714</td>\n",
+       "      <td>1482</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N474UA</td>\n",
+       "      <td>214</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N709SW</td>\n",
+       "      <td>1501</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102564</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37263</td>\n",
+       "      <td>1244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N180DN</td>\n",
+       "      <td>427</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87513</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73291</td>\n",
+       "      <td>1299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38451</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102579</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>1901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102592</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>743.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>850.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N830AS</td>\n",
+       "      <td>5747</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>903.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12172</td>\n",
+       "      <td>4304</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>918.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1122.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>2921</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>921.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1103.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>2932</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>948.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3419</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>952.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1228.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N425UA</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1028.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N928DL</td>\n",
+       "      <td>2442</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1032.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N848UA</td>\n",
+       "      <td>608</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1034.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N580UA</td>\n",
+       "      <td>279</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1045.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N444UA</td>\n",
+       "      <td>284</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1102.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>3644</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102869</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1106.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N703JB</td>\n",
+       "      <td>403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1117.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>483</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102904</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1324.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1208.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3763D</td>\n",
+       "      <td>457</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102919</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N433UA</td>\n",
+       "      <td>530</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N553AA</td>\n",
+       "      <td>305</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N415UA</td>\n",
+       "      <td>249</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1306.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>5309</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N408WN</td>\n",
+       "      <td>172</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1325.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4495</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102985</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34111</td>\n",
+       "      <td>4141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>102990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>3670</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103015</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17105</td>\n",
+       "      <td>1420</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103051</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103075</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77066</td>\n",
+       "      <td>1084</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103081</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75410</td>\n",
+       "      <td>1438</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103110</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>4144</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103113</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N604QX</td>\n",
+       "      <td>5431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103115</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N539UW</td>\n",
+       "      <td>721</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13118</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103121</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N330NW</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3553</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103133</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N524MQ</td>\n",
+       "      <td>2840</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N406UA</td>\n",
+       "      <td>375</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103143</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4395</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103144</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N18112</td>\n",
+       "      <td>1600</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103150</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>2900</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>4372</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12172</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N712SW</td>\n",
+       "      <td>421</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103177</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>3734</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103184</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>2904</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>3669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103188</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N933MQ</td>\n",
+       "      <td>2963</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103213</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N627MQ</td>\n",
+       "      <td>3216</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>3844</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103222</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>5910</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76269</td>\n",
+       "      <td>1151</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N928DL</td>\n",
+       "      <td>2280</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N512MJ</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103229</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N720EV</td>\n",
+       "      <td>5147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103230</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N823UA</td>\n",
+       "      <td>234</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23707</td>\n",
+       "      <td>1022</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17196</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4594</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N478UA</td>\n",
+       "      <td>374</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N214WN</td>\n",
+       "      <td>1289</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>3357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N820MQ</td>\n",
+       "      <td>3530</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N924FJ</td>\n",
+       "      <td>2807</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103264</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3739P</td>\n",
+       "      <td>2546</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>1119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>3822</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N15710</td>\n",
+       "      <td>1177</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73259</td>\n",
+       "      <td>1274</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11187</td>\n",
+       "      <td>3264</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N566UW</td>\n",
+       "      <td>1751</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>2908</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34111</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N279PQ</td>\n",
+       "      <td>2923</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N534MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>2928</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>3349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N960WN</td>\n",
+       "      <td>3069</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36472</td>\n",
+       "      <td>1712</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N839MQ</td>\n",
+       "      <td>3591</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24202</td>\n",
+       "      <td>1489</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77258</td>\n",
+       "      <td>1730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N358SW</td>\n",
+       "      <td>152</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>2931</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EBAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N857MQ</td>\n",
+       "      <td>3573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39726</td>\n",
+       "      <td>1526</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103371</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N821MQ</td>\n",
+       "      <td>3486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N436UA</td>\n",
+       "      <td>265</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N849UA</td>\n",
+       "      <td>431</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>2925</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N453UA</td>\n",
+       "      <td>205</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N537AA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N645JB</td>\n",
+       "      <td>543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N848UA</td>\n",
+       "      <td>362</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N399DA</td>\n",
+       "      <td>2590</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103386</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N336NW</td>\n",
+       "      <td>1896</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N293PQ</td>\n",
+       "      <td>2911</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N388SW</td>\n",
+       "      <td>1221</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103394</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N390DA</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N909EV</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>4278</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>602</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>2839</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16709</td>\n",
+       "      <td>1207</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14116</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76522</td>\n",
+       "      <td>1482</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103419</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N808MQ</td>\n",
+       "      <td>3603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N374DA</td>\n",
+       "      <td>407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33286</td>\n",
+       "      <td>1139</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N856MQ</td>\n",
+       "      <td>3257</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N475UA</td>\n",
+       "      <td>308</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N452UW</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N903JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13750</td>\n",
+       "      <td>1269</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N563UA</td>\n",
+       "      <td>997</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>6049</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>2914</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21154</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N464UA</td>\n",
+       "      <td>460</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37267</td>\n",
+       "      <td>1244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>5796</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N340NW</td>\n",
+       "      <td>2242</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N290WN</td>\n",
+       "      <td>3494</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>486.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>469.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>4159</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78509</td>\n",
+       "      <td>1066</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17196</td>\n",
+       "      <td>4247</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>4885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ILM</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>500</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N973DL</td>\n",
+       "      <td>462</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103463</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103466</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103471</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N652JB</td>\n",
+       "      <td>329</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103472</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N503JB</td>\n",
+       "      <td>1901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N588JB</td>\n",
+       "      <td>2053</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>544.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>2002</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>616.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>745</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PSE</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1617</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>807.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>936.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75410</td>\n",
+       "      <td>1262</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103686</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>835.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N826UA</td>\n",
+       "      <td>643</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>855.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N31131</td>\n",
+       "      <td>4304</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103706</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>856.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1055.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N33182</td>\n",
+       "      <td>4535</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>919.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1022.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N830UA</td>\n",
+       "      <td>401</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N665JB</td>\n",
+       "      <td>1717</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>933.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1225.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N484UA</td>\n",
+       "      <td>478</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>935.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4125</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>940.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1249.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N415UA</td>\n",
+       "      <td>472</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>954.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1257.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>1025</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>955.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>4537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1012.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N705JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1020.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>4241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1021.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N355NB</td>\n",
+       "      <td>2119</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1022.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1257.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39726</td>\n",
+       "      <td>1506</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAC</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>1874</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103834</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1105.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N603JB</td>\n",
+       "      <td>483</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1229.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16703</td>\n",
+       "      <td>1124</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>EGE</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>1725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1252.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N460WN</td>\n",
+       "      <td>172</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N845MQ</td>\n",
+       "      <td>3461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N266WN</td>\n",
+       "      <td>1880</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103955</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>6030</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N830UA</td>\n",
+       "      <td>424</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103964</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>1129</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N951UW</td>\n",
+       "      <td>2179</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N913FJ</td>\n",
+       "      <td>2885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103976</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N763JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>103996</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>4087</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>3813</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104010</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4628</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104022</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N813MQ</td>\n",
+       "      <td>3340</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104026</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>5404</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104039</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4395</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104043</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1524.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N604QX</td>\n",
+       "      <td>5349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>581</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N826AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104085</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N947UW</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N534JB</td>\n",
+       "      <td>325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104092</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N919DE</td>\n",
+       "      <td>2247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104093</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>5801</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104098</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N323AA</td>\n",
+       "      <td>3</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104099</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14902</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104106</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N31131</td>\n",
+       "      <td>6181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N913DL</td>\n",
+       "      <td>1982</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N816MQ</td>\n",
+       "      <td>3359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104115</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N484UA</td>\n",
+       "      <td>249</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N963DL</td>\n",
+       "      <td>2280</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17104</td>\n",
+       "      <td>1600</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104143</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14231</td>\n",
+       "      <td>1638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104151</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N665JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4143</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104155</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104159</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N309US</td>\n",
+       "      <td>428</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104169</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34111</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>3328</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>296</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104172</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12225</td>\n",
+       "      <td>1564</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N215WN</td>\n",
+       "      <td>356</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N457WN</td>\n",
+       "      <td>3778</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104193</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N657JB</td>\n",
+       "      <td>89</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N821JB</td>\n",
+       "      <td>753</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104203</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CGAA</td>\n",
+       "      <td>45</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104213</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16701</td>\n",
+       "      <td>1554</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5015</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>660</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4422</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104233</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N951UW</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N627VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N657MQ</td>\n",
+       "      <td>2949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104245</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>5846</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104257</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N914DE</td>\n",
+       "      <td>2451</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N274WN</td>\n",
+       "      <td>3069</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104267</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11544</td>\n",
+       "      <td>4552</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14180</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>2913</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11165</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N731SA</td>\n",
+       "      <td>1289</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>2839</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N18220</td>\n",
+       "      <td>1100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N820MQ</td>\n",
+       "      <td>3501</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N563JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N474WN</td>\n",
+       "      <td>1710</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N963AT</td>\n",
+       "      <td>400</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N295PQ</td>\n",
+       "      <td>2922</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N906MQ</td>\n",
+       "      <td>3044</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N871AS</td>\n",
+       "      <td>5567</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>617</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>3806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N826UA</td>\n",
+       "      <td>237</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3759</td>\n",
+       "      <td>2546</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>1443</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104334</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>3810</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N217JC</td>\n",
+       "      <td>152</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N833MQ</td>\n",
+       "      <td>3573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>1119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N953UW</td>\n",
+       "      <td>2160</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N802MQ</td>\n",
+       "      <td>3603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FJAA</td>\n",
+       "      <td>291</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104371</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N426WN</td>\n",
+       "      <td>3691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39726</td>\n",
+       "      <td>1526</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N903JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104394</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N604QX</td>\n",
+       "      <td>5383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>254</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3740C</td>\n",
+       "      <td>2065</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N832MQ</td>\n",
+       "      <td>3257</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>4645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N844MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N827JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N467UA</td>\n",
+       "      <td>431</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>389.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>390.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N910DE</td>\n",
+       "      <td>2488</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N382DA</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37267</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>3384</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N492AA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104410</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N588JB</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104411</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N969DL</td>\n",
+       "      <td>2599</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3764D</td>\n",
+       "      <td>2481</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N951UW</td>\n",
+       "      <td>2195</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11106</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34111</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104419</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N516MQ</td>\n",
+       "      <td>3473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4470</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>3848</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N197JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13161</td>\n",
+       "      <td>4247</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>2202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>1218</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>329</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N9EAMQ</td>\n",
+       "      <td>3604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N322US</td>\n",
+       "      <td>2242</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>433.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N715JB</td>\n",
+       "      <td>1203</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>3832</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>5796</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>623</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104442</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N661JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4147</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11544</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5311</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N839MQ</td>\n",
+       "      <td>3621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>2053</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>24</td>\n",
+       "      <td>812.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1122.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N913JB</td>\n",
+       "      <td>1101</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1022.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N976DL</td>\n",
+       "      <td>2113</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1026.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N947UW</td>\n",
+       "      <td>2173</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1035.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1243.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N279PQ</td>\n",
+       "      <td>3638</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>660</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3737C</td>\n",
+       "      <td>457</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1349.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N947WN</td>\n",
+       "      <td>725</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N563JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8918B</td>\n",
+       "      <td>2946</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>104993</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N913JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CSAA</td>\n",
+       "      <td>2297</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105044</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N770SA</td>\n",
+       "      <td>718</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105080</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11184</td>\n",
+       "      <td>4249</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N976DL</td>\n",
+       "      <td>1935</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105095</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ANAA</td>\n",
+       "      <td>1073</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105096</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76528</td>\n",
+       "      <td>1151</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N429UA</td>\n",
+       "      <td>221</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105155</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N630MQ</td>\n",
+       "      <td>2949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105160</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37462</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105175</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N374AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26123</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105219</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N729JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>736.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N188US</td>\n",
+       "      <td>761</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>849.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1123.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JJAA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>953.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N954DL</td>\n",
+       "      <td>1174</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1006.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1253.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N717TW</td>\n",
+       "      <td>440</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1022.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N815UA</td>\n",
+       "      <td>528</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105442</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1105.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N15712</td>\n",
+       "      <td>1124</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>EGE</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>1725</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1408.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N964DL</td>\n",
+       "      <td>2457</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4594</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16701</td>\n",
+       "      <td>1506</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAC</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>1874</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1246.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38424</td>\n",
+       "      <td>1601</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3749D</td>\n",
+       "      <td>2591</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N926DL</td>\n",
+       "      <td>2219</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>2602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>1534.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>3261</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5423</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105690</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37273</td>\n",
+       "      <td>1270</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105698</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N965DL</td>\n",
+       "      <td>1902</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105707</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N546MQ</td>\n",
+       "      <td>3734</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N962DL</td>\n",
+       "      <td>2390</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105818</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N975DL</td>\n",
+       "      <td>221</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N936DL</td>\n",
+       "      <td>2280</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N722TW</td>\n",
+       "      <td>477</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>2908</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105904</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N820AY</td>\n",
+       "      <td>2959</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5590</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78524</td>\n",
+       "      <td>1682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>105936</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106063</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>734.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>949.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>4393</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106077</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>749.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1106.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37263</td>\n",
+       "      <td>1043</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106137</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>832.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1145.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FRAA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106155</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>854.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3547</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106200</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>941.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1051.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N825UA</td>\n",
+       "      <td>401</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106228</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1015.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>229</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1022.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1026.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N299PQ</td>\n",
+       "      <td>2901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1035.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>1634</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1106.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>483</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1118.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11113</td>\n",
+       "      <td>4099</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1122.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36469</td>\n",
+       "      <td>1591</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106279</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1124.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N455UA</td>\n",
+       "      <td>541</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N962DL</td>\n",
+       "      <td>1747</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N804JB</td>\n",
+       "      <td>971</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1224.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>5286</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1354.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106334</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1233.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N321US</td>\n",
+       "      <td>2098</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1327.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>3670</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1349.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N719EV</td>\n",
+       "      <td>5193</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>34</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1408.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N825UA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17115</td>\n",
+       "      <td>4567</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N702UW</td>\n",
+       "      <td>802</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>5797</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N358JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13133</td>\n",
+       "      <td>4175</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AVL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>583</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4495</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106476</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N481UA</td>\n",
+       "      <td>215</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N458UA</td>\n",
+       "      <td>244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FRAA</td>\n",
+       "      <td>2297</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36272</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>3844</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106548</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>5404</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>5678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N467WN</td>\n",
+       "      <td>630</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3301</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106648</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N505JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N707EV</td>\n",
+       "      <td>5259</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4552</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N690MQ</td>\n",
+       "      <td>3216</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>5846</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106718</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N455UA</td>\n",
+       "      <td>275</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>2302</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N804JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N708EV</td>\n",
+       "      <td>5274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N339NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106786</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N908DL</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>5445</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N299PQ</td>\n",
+       "      <td>2928</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N321US</td>\n",
+       "      <td>1896</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N905DL</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>5079</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38727</td>\n",
+       "      <td>1727</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13161</td>\n",
+       "      <td>6049</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>3848</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27190</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106853</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N407UA</td>\n",
+       "      <td>350</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106858</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26141</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XMAA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106863</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N375JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11113</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106873</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N358JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106876</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N481UA</td>\n",
+       "      <td>654</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N589JB</td>\n",
+       "      <td>2043</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>541.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N503JB</td>\n",
+       "      <td>839</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106891</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>543.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>547.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N663JB</td>\n",
+       "      <td>1503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107045</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>803.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1012.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12172</td>\n",
+       "      <td>4166</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107091</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>835.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>950.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N830AS</td>\n",
+       "      <td>5747</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107096</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>843.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1143.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N916WN</td>\n",
+       "      <td>915</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1047.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4234</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107157</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>948.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1104.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>2280</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107159</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>950.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1104.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>5220</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>254</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107160</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>950.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N754EV</td>\n",
+       "      <td>5463</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>955.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1104.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11176</td>\n",
+       "      <td>4240</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1002.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N526JB</td>\n",
+       "      <td>795</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107188</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1014.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1209.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>4594</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107219</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1050.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37281</td>\n",
+       "      <td>1479</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N608QX</td>\n",
+       "      <td>4880</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107293</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N708EV</td>\n",
+       "      <td>5349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N910XJ</td>\n",
+       "      <td>2902</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1334.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11176</td>\n",
+       "      <td>4679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>4141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107354</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N296PQ</td>\n",
+       "      <td>3357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3LAAA</td>\n",
+       "      <td>1145</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N569JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N488WN</td>\n",
+       "      <td>1130</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N826UA</td>\n",
+       "      <td>538</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18120</td>\n",
+       "      <td>4193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N441WN</td>\n",
+       "      <td>4756</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78501</td>\n",
+       "      <td>1179</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N465UA</td>\n",
+       "      <td>788</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73275</td>\n",
+       "      <td>1164</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N708EV</td>\n",
+       "      <td>5431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N907JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N925DL</td>\n",
+       "      <td>2462</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>2917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N41104</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N663JB</td>\n",
+       "      <td>753</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>2904</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N503JB</td>\n",
+       "      <td>283</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JRAA</td>\n",
+       "      <td>45</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FGAA</td>\n",
+       "      <td>291</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107648</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17560</td>\n",
+       "      <td>3810</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N661JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N496UA</td>\n",
+       "      <td>261</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107690</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N841UA</td>\n",
+       "      <td>572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107711</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>2915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N526JB</td>\n",
+       "      <td>1013</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N181UW</td>\n",
+       "      <td>1751</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N708EV</td>\n",
+       "      <td>5461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N683BR</td>\n",
+       "      <td>5567</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>617</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N768JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N587UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N439UA</td>\n",
+       "      <td>259</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N798SW</td>\n",
+       "      <td>3494</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73445</td>\n",
+       "      <td>1682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107843</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21197</td>\n",
+       "      <td>4247</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N632JB</td>\n",
+       "      <td>2583</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>717.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>934.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N407WN</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>934.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1157.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N295PQ</td>\n",
+       "      <td>3941</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>660</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1007.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1118.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N849MQ</td>\n",
+       "      <td>3370</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1033.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1145.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>208</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1104.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N436UA</td>\n",
+       "      <td>568</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BZN</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>1882</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108162</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1252.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8665A</td>\n",
+       "      <td>3572</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N452UA</td>\n",
+       "      <td>590</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108194</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1209.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1356.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13132</td>\n",
+       "      <td>4714</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108208</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1247.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1408.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>2602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1440.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N41104</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108229</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BTAA</td>\n",
+       "      <td>1143</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108232</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N849MQ</td>\n",
+       "      <td>3386</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1414.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>1318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8665A</td>\n",
+       "      <td>3403</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1534.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76065</td>\n",
+       "      <td>1083</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73283</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N457UA</td>\n",
+       "      <td>460</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KPAA</td>\n",
+       "      <td>1155</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>477</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>3425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N708JB</td>\n",
+       "      <td>283</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N649AW</td>\n",
+       "      <td>501</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N839MQ</td>\n",
+       "      <td>3530</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N568JB</td>\n",
+       "      <td>183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13716</td>\n",
+       "      <td>1256</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>669</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJC</td>\n",
+       "      <td>363.0</td>\n",
+       "      <td>2569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108642</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N524JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108648</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N913JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N554JB</td>\n",
+       "      <td>2043</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>530.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N746JB</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108666</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>821.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N913JB</td>\n",
+       "      <td>3</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109009</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1229.0</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N994AT</td>\n",
+       "      <td>807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109077</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>5207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109078</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N538UA</td>\n",
+       "      <td>997</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109128</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87527</td>\n",
+       "      <td>1670</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109141</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>118</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1524.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>308</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>34</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109184</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N457UA</td>\n",
+       "      <td>261</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N501MQ</td>\n",
+       "      <td>3072</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109204</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N324NB</td>\n",
+       "      <td>1231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109205</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EVAA</td>\n",
+       "      <td>1256</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109222</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N561UA</td>\n",
+       "      <td>464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N609MQ</td>\n",
+       "      <td>2963</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>2904</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N430UA</td>\n",
+       "      <td>429</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N754SW</td>\n",
+       "      <td>1289</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DWAA</td>\n",
+       "      <td>2285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N900DE</td>\n",
+       "      <td>221</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3748</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N8311Q</td>\n",
+       "      <td>1104</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N945DL</td>\n",
+       "      <td>2488</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N833MQ</td>\n",
+       "      <td>3365</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N913JB</td>\n",
+       "      <td>1601</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N643JB</td>\n",
+       "      <td>167</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109334</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>753</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JFAA</td>\n",
+       "      <td>291</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13716</td>\n",
+       "      <td>1022</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>3810</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N362AA</td>\n",
+       "      <td>2351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109360</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N813MQ</td>\n",
+       "      <td>3501</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DLAA</td>\n",
+       "      <td>256</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>6049</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N620MQ</td>\n",
+       "      <td>2949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N639AA</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>3806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109386</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5BRAA</td>\n",
+       "      <td>2448</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>EGE</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>1746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JBAA</td>\n",
+       "      <td>199</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CRAA</td>\n",
+       "      <td>67</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N338AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>2202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GYAA</td>\n",
+       "      <td>235</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>1443</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8918B</td>\n",
+       "      <td>2958</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N272PQ</td>\n",
+       "      <td>2925</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N339AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>4278</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>602</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N923DL</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N473AA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8672A</td>\n",
+       "      <td>2959</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N933AT</td>\n",
+       "      <td>967</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>3822</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HHAA</td>\n",
+       "      <td>119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N392SW</td>\n",
+       "      <td>152</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XRAA</td>\n",
+       "      <td>2488</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N840AS</td>\n",
+       "      <td>5425</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>617</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N830UA</td>\n",
+       "      <td>237</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>284</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N383DN</td>\n",
+       "      <td>2590</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N298PQ</td>\n",
+       "      <td>2911</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109463</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N377DA</td>\n",
+       "      <td>2481</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109465</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N376DA</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N802UA</td>\n",
+       "      <td>340</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109471</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>1119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N807MQ</td>\n",
+       "      <td>3591</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N546UA</td>\n",
+       "      <td>314</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77518</td>\n",
+       "      <td>1482</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37263</td>\n",
+       "      <td>1244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109481</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27722</td>\n",
+       "      <td>1269</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109482</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N537UA</td>\n",
+       "      <td>510</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>2903</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>329</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N467UA</td>\n",
+       "      <td>308</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N284WN</td>\n",
+       "      <td>3494</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109490</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3765</td>\n",
+       "      <td>2065</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>5796</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17560</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N808MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>2914</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>5801</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12142</td>\n",
+       "      <td>4247</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16183</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N297PQ</td>\n",
+       "      <td>2928</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N506JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N709JB</td>\n",
+       "      <td>2053</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109516</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109523</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N193JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109524</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N818MQ</td>\n",
+       "      <td>3257</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16178</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>3604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>420.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>397.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GMAA</td>\n",
+       "      <td>2379</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109555</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N621JB</td>\n",
+       "      <td>718</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>420.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N656JB</td>\n",
+       "      <td>2053</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>708.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>925.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12167</td>\n",
+       "      <td>4166</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>758.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1138.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CAAA</td>\n",
+       "      <td>2243</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109706</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>801.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>900.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N425UA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>817.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>910.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N368JB</td>\n",
+       "      <td>2180</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>837.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37277</td>\n",
+       "      <td>1143</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>922.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N514UA</td>\n",
+       "      <td>596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>931.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14117</td>\n",
+       "      <td>4364</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109818</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>936.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N671UA</td>\n",
+       "      <td>700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>946.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1118.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>4409</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>957.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1228.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1023.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>3419</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N796JB</td>\n",
+       "      <td>483</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17730</td>\n",
+       "      <td>1622</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109948</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13133</td>\n",
+       "      <td>4679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1339.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>5309</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110020</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1354.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>5207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110021</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1354.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14902</td>\n",
+       "      <td>6030</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N29129</td>\n",
+       "      <td>1641</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110044</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>5797</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110092</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110100</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N994AT</td>\n",
+       "      <td>682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110105</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N568JB</td>\n",
+       "      <td>103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N967DL</td>\n",
+       "      <td>2247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110137</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N68452</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110162</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>308</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75435</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>3553</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110188</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>5015</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>660</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14117</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110205</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N521MQ</td>\n",
+       "      <td>2840</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110210</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N656JB</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N517MQ</td>\n",
+       "      <td>3734</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110226</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>1801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CRAA</td>\n",
+       "      <td>45</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4422</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N521JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N292PQ</td>\n",
+       "      <td>2933</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N839MQ</td>\n",
+       "      <td>3486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N935AT</td>\n",
+       "      <td>967</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N29717</td>\n",
+       "      <td>1554</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110410</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39475</td>\n",
+       "      <td>1152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N510UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N372DA</td>\n",
+       "      <td>2481</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14188</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110476</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87531</td>\n",
+       "      <td>1482</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16183</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110490</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N517MQ</td>\n",
+       "      <td>3384</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76514</td>\n",
+       "      <td>1066</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>4625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N564JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N639JB</td>\n",
+       "      <td>1901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N374JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>802.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1157.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N505UA</td>\n",
+       "      <td>303</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>381.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>910.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N569UA</td>\n",
+       "      <td>623</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>920.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1030.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>4249</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>949.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4711</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1020.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>1634</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1021.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N641JB</td>\n",
+       "      <td>795</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1046.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FRAA</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N449UA</td>\n",
+       "      <td>253</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1352.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14188</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N936DL</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110869</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1227.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>4140</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1239.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27205</td>\n",
+       "      <td>1143</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110910</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1314.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N980DL</td>\n",
+       "      <td>1947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110951</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N622VA</td>\n",
+       "      <td>411</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>376.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3670</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111017</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11544</td>\n",
+       "      <td>4234</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111080</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111101</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17108</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111144</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N0EGMQ</td>\n",
+       "      <td>3748</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111160</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N478UA</td>\n",
+       "      <td>472</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16151</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111217</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N374JB</td>\n",
+       "      <td>1119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DSAA</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8560F</td>\n",
+       "      <td>2960</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N627JB</td>\n",
+       "      <td>1205</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>720.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>929.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N712US</td>\n",
+       "      <td>1791</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>745.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>900.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>6055</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>821.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1157.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BRAA</td>\n",
+       "      <td>2279</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>830.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>942.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11140</td>\n",
+       "      <td>4241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111482</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>834.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>952.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>4560</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>837.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1216.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N642AA</td>\n",
+       "      <td>443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>858.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1049.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>3839</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>949.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1046.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AAAA</td>\n",
+       "      <td>1838</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111579</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1007.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1309.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N449UA</td>\n",
+       "      <td>430</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1019.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17229</td>\n",
+       "      <td>1480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111592</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1024.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1334.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DLAA</td>\n",
+       "      <td>647</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1026.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3422</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1028.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>3815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111603</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1036.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N434AA</td>\n",
+       "      <td>313</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21154</td>\n",
+       "      <td>4636</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111642</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1133.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1324.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14543</td>\n",
+       "      <td>4691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1208.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1316.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3792</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8458A</td>\n",
+       "      <td>3661</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>3826</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4689</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N239JB</td>\n",
+       "      <td>32</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11193</td>\n",
+       "      <td>4129</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N734MQ</td>\n",
+       "      <td>4431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1524.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8560F</td>\n",
+       "      <td>3638</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N510UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BRAA</td>\n",
+       "      <td>1925</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N503AA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N750UW</td>\n",
+       "      <td>1665</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11199</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>111976</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N737JW</td>\n",
+       "      <td>161</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N480UA</td>\n",
+       "      <td>738</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8886A</td>\n",
+       "      <td>3635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112055</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112080</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4588</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112083</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112092</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N933XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112098</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112125</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N552JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112128</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N510JB</td>\n",
+       "      <td>171</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N370NW</td>\n",
+       "      <td>2027</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N919DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112135</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3368</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112137</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14105</td>\n",
+       "      <td>4532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112145</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112151</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4412</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112156</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14568</td>\n",
+       "      <td>4416</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112166</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112169</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N745VJ</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>3274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>3822</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112181</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3439</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14116</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8886A</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N651JB</td>\n",
+       "      <td>529</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33203</td>\n",
+       "      <td>1066</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112203</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>3833</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112204</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11199</td>\n",
+       "      <td>4645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>744.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>941.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N421UA</td>\n",
+       "      <td>741</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>800.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>927.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>102</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>823.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N506JB</td>\n",
+       "      <td>715</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>925.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N366NW</td>\n",
+       "      <td>2143</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>929.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1108.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N828MQ</td>\n",
+       "      <td>4406</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1111.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4548</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>952.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1049.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3422</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1102.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8477R</td>\n",
+       "      <td>4220</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112472</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1110.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N483AA</td>\n",
+       "      <td>721</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1252.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N303DQ</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>66</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N828MQ</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1412.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4129</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N529UA</td>\n",
+       "      <td>668</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112686</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1041</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8977A</td>\n",
+       "      <td>4178</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21130</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N31131</td>\n",
+       "      <td>4271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17128</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N828MQ</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N923MQ</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12136</td>\n",
+       "      <td>4630</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112876</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N279WN</td>\n",
+       "      <td>825</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>112895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N612JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>836.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1032.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N640JB</td>\n",
+       "      <td>102</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113035</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>844.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>859.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N607JB</td>\n",
+       "      <td>1601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1027.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27421</td>\n",
+       "      <td>1072</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113118</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1054.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N705JB</td>\n",
+       "      <td>361</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113128</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1104.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8721B</td>\n",
+       "      <td>4220</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113151</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AWAA</td>\n",
+       "      <td>1871</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1144.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39728</td>\n",
+       "      <td>1177</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>EGE</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>1726</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113159</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1152.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1259.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>4240</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1309.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3483</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113219</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N537UA</td>\n",
+       "      <td>448</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113230</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N828MQ</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N331NW</td>\n",
+       "      <td>181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N510JB</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>5683</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>625</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78524</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N600QX</td>\n",
+       "      <td>5358</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>12</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>3820</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N656JB</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N522MQ</td>\n",
+       "      <td>4622</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N72405</td>\n",
+       "      <td>1262</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N430WN</td>\n",
+       "      <td>408</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3424</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113639</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17138</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4227</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3314</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N768JB</td>\n",
+       "      <td>677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113686</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14162</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10156</td>\n",
+       "      <td>3272</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113691</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8886A</td>\n",
+       "      <td>3609</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113695</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14153</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>4519</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>704.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>900.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N8308K</td>\n",
+       "      <td>3223</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113876</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>807.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>924.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14171</td>\n",
+       "      <td>6055</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113894</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>821.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1002.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>3737</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>916.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15574</td>\n",
+       "      <td>4537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>929.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1030.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4457</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>113976</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>930.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1225.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N503UA</td>\n",
+       "      <td>451</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114010</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1023.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1225.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>3521</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1032.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>4234</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1057.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WSAA</td>\n",
+       "      <td>319</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114035</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1059.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1256.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N444UA</td>\n",
+       "      <td>544</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114039</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1102.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N837UA</td>\n",
+       "      <td>258</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1115.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114065</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36280</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114104</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114164</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>4135</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114167</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>4601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114172</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1349.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1516.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>3697</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114193</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1431.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N542AA</td>\n",
+       "      <td>329</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N804JB</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>365.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114228</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1516.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N419UA</td>\n",
+       "      <td>385</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>615</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14543</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>488</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>4571</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15574</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4125</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>4669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24224</td>\n",
+       "      <td>1579</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N25134</td>\n",
+       "      <td>4086</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N465UA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N483WN</td>\n",
+       "      <td>161</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N490AA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N851VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>359.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>3820</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3375</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114466</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>3805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4316</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23707</td>\n",
+       "      <td>1221</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114516</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>9</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4227</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N628VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N639JB</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13202</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114582</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N208WN</td>\n",
+       "      <td>408</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4520</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N25134</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N202WN</td>\n",
+       "      <td>633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12135</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>3274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114626</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>4584</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4619</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>80</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13969</td>\n",
+       "      <td>4108</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14543</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>4162</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>811.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1045.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15574</td>\n",
+       "      <td>4172</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>914.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1139.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N358NB</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>934.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4529</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MYR</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>550</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>949.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1205.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>3538</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1009.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1225.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N25134</td>\n",
+       "      <td>4364</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1033.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21144</td>\n",
+       "      <td>4711</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115012</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N399AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>410.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1225.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>4222</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1257.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4335</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N413UA</td>\n",
+       "      <td>750</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115245</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N480AA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N933DL</td>\n",
+       "      <td>1231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N358NW</td>\n",
+       "      <td>1695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DXAA</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11140</td>\n",
+       "      <td>4581</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3750D</td>\n",
+       "      <td>91</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11107</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N173AT</td>\n",
+       "      <td>623</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N277WN</td>\n",
+       "      <td>389</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17146</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11121</td>\n",
+       "      <td>4175</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17169</td>\n",
+       "      <td>3274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CHAA</td>\n",
+       "      <td>1613</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N442UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17560</td>\n",
+       "      <td>4565</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14188</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115516</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N552JB</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115524</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>4584</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11107</td>\n",
+       "      <td>4519</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>22</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1103.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3405</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1341.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14188</td>\n",
+       "      <td>4638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N349NB</td>\n",
+       "      <td>2379</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1247.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1356.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115972</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>4646</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115995</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1354.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3483</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N600QX</td>\n",
+       "      <td>5273</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116063</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N612QX</td>\n",
+       "      <td>5371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>833</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116091</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N505UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116125</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8475B</td>\n",
+       "      <td>4357</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>3452</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>3820</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116217</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17196</td>\n",
+       "      <td>4271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116219</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N354NW</td>\n",
+       "      <td>2027</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116220</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17560</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116249</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N644DL</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3375</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CAAA</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N349NB</td>\n",
+       "      <td>1473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>272</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>5203</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>4997</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3749D</td>\n",
+       "      <td>1345</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8673D</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17196</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N546MQ</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N910XJ</td>\n",
+       "      <td>3373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N502UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>3822</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4108</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>4416</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N612QX</td>\n",
+       "      <td>5073</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N827AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N492UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N721TW</td>\n",
+       "      <td>2363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>809.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>939.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37274</td>\n",
+       "      <td>1162</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116695</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>920.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1058.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3521</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>920.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N604AW</td>\n",
+       "      <td>675</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>956.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1056.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>4457</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1005.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1122.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12195</td>\n",
+       "      <td>4409</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1101.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1229.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4694</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3483</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8948B</td>\n",
+       "      <td>4357</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N484UA</td>\n",
+       "      <td>473</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117100</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N908XJ</td>\n",
+       "      <td>3355</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117107</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117124</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3387</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N745SW</td>\n",
+       "      <td>161</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N480AA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117155</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N968DL</td>\n",
+       "      <td>1231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3750D</td>\n",
+       "      <td>329</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117203</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YMAA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117232</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N347NB</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117255</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FDAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117267</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>4674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76515</td>\n",
+       "      <td>1139</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11194</td>\n",
+       "      <td>4520</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8938A</td>\n",
+       "      <td>4019</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4227</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N490UA</td>\n",
+       "      <td>891</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N530MQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N833UA</td>\n",
+       "      <td>593</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N342NW</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BVAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>3274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4133</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HEAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N571JB</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117360</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N321NB</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N454UA</td>\n",
+       "      <td>890</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N909DE</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N826UA</td>\n",
+       "      <td>754</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117371</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N403WN</td>\n",
+       "      <td>633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>715.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>901.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>6055</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>903.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N361NB</td>\n",
+       "      <td>2006</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>927.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1139.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N734MQ</td>\n",
+       "      <td>4490</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>934.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1149.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11194</td>\n",
+       "      <td>4652</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MYR</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>550</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>946.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1218.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N479UA</td>\n",
+       "      <td>338</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117623</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>949.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1257.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4388</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1007.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>4558</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1100.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N775JB</td>\n",
+       "      <td>197</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117686</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1133.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N920DE</td>\n",
+       "      <td>2003</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1137.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1256.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N485UA</td>\n",
+       "      <td>258</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117690</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1139.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N919DL</td>\n",
+       "      <td>1903</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1148.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>41</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117711</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1208.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N945DL</td>\n",
+       "      <td>2285</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117712</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N0EGMQ</td>\n",
+       "      <td>4589</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17560</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1218.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76516</td>\n",
+       "      <td>1515</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117721</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N347NB</td>\n",
+       "      <td>2319</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75432</td>\n",
+       "      <td>1625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N927WN</td>\n",
+       "      <td>469</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>4485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N218WN</td>\n",
+       "      <td>1964</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1314.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N335NB</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12195</td>\n",
+       "      <td>4640</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117765</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FJAA</td>\n",
+       "      <td>1871</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117780</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76265</td>\n",
+       "      <td>1641</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117804</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1501.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N487WN</td>\n",
+       "      <td>1873</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4158</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N653JB</td>\n",
+       "      <td>63</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117814</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1516.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>4475</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117818</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N525MQ</td>\n",
+       "      <td>4588</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YCAA</td>\n",
+       "      <td>1853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117832</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N829MQ</td>\n",
+       "      <td>4447</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>HA</td>\n",
+       "      <td>N380HA</td>\n",
+       "      <td>51</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>645.0</td>\n",
+       "      <td>4983</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39728</td>\n",
+       "      <td>1519</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STT</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1634</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1339.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73259</td>\n",
+       "      <td>81</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1341.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77520</td>\n",
+       "      <td>1707</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N323AA</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N30401</td>\n",
+       "      <td>1165</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12166</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>3852</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118367</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N496AA</td>\n",
+       "      <td>753</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N505JB</td>\n",
+       "      <td>63</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11181</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1516.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>4129</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118389</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37252</td>\n",
+       "      <td>1575</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118395</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13161</td>\n",
+       "      <td>4247</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N29129</td>\n",
+       "      <td>1690</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17133</td>\n",
+       "      <td>1199</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14198</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N257WN</td>\n",
+       "      <td>625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N372DA</td>\n",
+       "      <td>1771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N618MQ</td>\n",
+       "      <td>4146</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N671UA</td>\n",
+       "      <td>508</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WSAA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N634MQ</td>\n",
+       "      <td>3985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N376AA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N425AA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>751.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1053.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YFAA</td>\n",
+       "      <td>711</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119150</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>916.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1027.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>1305</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>922.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1114.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3521</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119183</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1002.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N814UA</td>\n",
+       "      <td>665</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1103.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1239.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N522MQ</td>\n",
+       "      <td>4582</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119228</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1112.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26123</td>\n",
+       "      <td>112</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119230</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N638VA</td>\n",
+       "      <td>407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17185</td>\n",
+       "      <td>4178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1209.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24211</td>\n",
+       "      <td>1120</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>24</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>415.0</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>384.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N633JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N356NW</td>\n",
+       "      <td>2079</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N921DL</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N914DL</td>\n",
+       "      <td>1231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119465</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N586UA</td>\n",
+       "      <td>404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N627JB</td>\n",
+       "      <td>63</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ETAA</td>\n",
+       "      <td>1925</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N401UA</td>\n",
+       "      <td>562</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N760JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YFAA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N309US</td>\n",
+       "      <td>2377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119555</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14180</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119557</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11191</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119577</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11137</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N805UA</td>\n",
+       "      <td>602</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N395DN</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N512MQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N827UA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119616</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N516MQ</td>\n",
+       "      <td>4622</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GTAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77258</td>\n",
+       "      <td>1637</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XSAA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119642</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N420UA</td>\n",
+       "      <td>326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N344AA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12221</td>\n",
+       "      <td>1703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119700</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N625AA</td>\n",
+       "      <td>1613</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N943AT</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N979DL</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N333NW</td>\n",
+       "      <td>1779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119713</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DFAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119726</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N339NW</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N325NB</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JAAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N615AA</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>EGE</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>1747</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N72405</td>\n",
+       "      <td>120</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12157</td>\n",
+       "      <td>3822</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77520</td>\n",
+       "      <td>1437</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5693</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N933XJ</td>\n",
+       "      <td>3373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N342NW</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15574</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>853.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>834.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N203FR</td>\n",
+       "      <td>835</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14180</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119786</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N476UA</td>\n",
+       "      <td>890</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N231WN</td>\n",
+       "      <td>530</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>104</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N775JB</td>\n",
+       "      <td>112</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>1018</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4162</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N535JB</td>\n",
+       "      <td>529</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N570JB</td>\n",
+       "      <td>1902</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>128</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119832</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4088</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119834</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>431.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119951</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>729.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>849.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N909EV</td>\n",
+       "      <td>5716</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>808.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N440UA</td>\n",
+       "      <td>550</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>119991</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>809.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1056.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N784JB</td>\n",
+       "      <td>983</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120013</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>827.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12201</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120111</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1016.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1245.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4388</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120124</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1027.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1225.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>4234</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120144</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1059.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1208.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>56</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120172</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N758US</td>\n",
+       "      <td>2169</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120175</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120193</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1205.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>4250</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3405</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>213</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120208</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1238.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N530MQ</td>\n",
+       "      <td>3792</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>213</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120229</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N509MQ</td>\n",
+       "      <td>4658</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>1174</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N197JB</td>\n",
+       "      <td>66</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4135</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N625AA</td>\n",
+       "      <td>655</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>STT</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1623</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14153</td>\n",
+       "      <td>4628</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N705JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>1006</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120300</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N713UW</td>\n",
+       "      <td>2171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>D942DN</td>\n",
+       "      <td>2247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N770UW</td>\n",
+       "      <td>2173</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N357NB</td>\n",
+       "      <td>935</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27152</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N652JB</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N563JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N932DL</td>\n",
+       "      <td>1231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8946A</td>\n",
+       "      <td>3638</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120367</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N613MQ</td>\n",
+       "      <td>4172</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>393</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N504AA</td>\n",
+       "      <td>883</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120378</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N511UA</td>\n",
+       "      <td>315</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8416B</td>\n",
+       "      <td>3719</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>4447</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4125</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120386</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4086</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N534MQ</td>\n",
+       "      <td>4669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N695MQ</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120394</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3766</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N664DN</td>\n",
+       "      <td>1773</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15574</td>\n",
+       "      <td>3835</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ETAA</td>\n",
+       "      <td>763</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120410</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FXAA</td>\n",
+       "      <td>1039</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120411</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N588JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N912DE</td>\n",
+       "      <td>1508</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N379DA</td>\n",
+       "      <td>1331</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N794JB</td>\n",
+       "      <td>537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N502MJ</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N657AW</td>\n",
+       "      <td>656</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5BSAA</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11191</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N776WN</td>\n",
+       "      <td>4215</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N638MQ</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N930DL</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N480WN</td>\n",
+       "      <td>372</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N219WN</td>\n",
+       "      <td>891</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N959DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120476</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EMAA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>4316</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N258WN</td>\n",
+       "      <td>161</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N775JB</td>\n",
+       "      <td>74</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N950WN</td>\n",
+       "      <td>408</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23708</td>\n",
+       "      <td>1221</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3756</td>\n",
+       "      <td>1394</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N507JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24212</td>\n",
+       "      <td>1078</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>615</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N509MQ</td>\n",
+       "      <td>4626</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N636VA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120523</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120524</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>5054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N829MQ</td>\n",
+       "      <td>4484</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CLAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8946A</td>\n",
+       "      <td>4277</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301DQ</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120541</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BGAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N515MQ</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77295</td>\n",
+       "      <td>1139</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N361NB</td>\n",
+       "      <td>706</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N408UA</td>\n",
+       "      <td>594</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N476UA</td>\n",
+       "      <td>954</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120548</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>989</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N500MQ</td>\n",
+       "      <td>4674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>139</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120552</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N446WN</td>\n",
+       "      <td>440</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N635MQ</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4569</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N317US</td>\n",
+       "      <td>2190</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120559</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4227</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12195</td>\n",
+       "      <td>4416</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N23139</td>\n",
+       "      <td>4520</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N737MQ</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CRW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>444</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17115</td>\n",
+       "      <td>4485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N636MQ</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>4437</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N651JB</td>\n",
+       "      <td>91</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N709JB</td>\n",
+       "      <td>155</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27200</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N832UA</td>\n",
+       "      <td>812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120577</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EAAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120579</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N741EV</td>\n",
+       "      <td>5203</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N712JB</td>\n",
+       "      <td>9</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N843VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N318NB</td>\n",
+       "      <td>1255</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120585</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120592</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JMAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N634VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N358NW</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8698A</td>\n",
+       "      <td>4178</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N816MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120603</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CSAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N502AA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N317NB</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N673MQ</td>\n",
+       "      <td>3985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120608</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N955WN</td>\n",
+       "      <td>808</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N719MQ</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120611</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13118</td>\n",
+       "      <td>3274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N487WN</td>\n",
+       "      <td>389</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N640JB</td>\n",
+       "      <td>147</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120616</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N327NB</td>\n",
+       "      <td>1099</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11119</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12163</td>\n",
+       "      <td>4532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N969AT</td>\n",
+       "      <td>354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N613AA</td>\n",
+       "      <td>1613</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120622</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N0EGMQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120623</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N197JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120626</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N302NB</td>\n",
+       "      <td>402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N904DL</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>4412</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DNAA</td>\n",
+       "      <td>1787</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3368</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120636</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>4573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8869B</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4133</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120642</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120643</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N920DL</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>3833</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>374.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N552UW</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120648</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>1111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N516MQ</td>\n",
+       "      <td>4584</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N933XJ</td>\n",
+       "      <td>3439</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N736MQ</td>\n",
+       "      <td>4507</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>3369</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17196</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3320</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120659</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4619</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>80</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120661</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120662</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120663</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N705JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120666</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120667</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N944DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120669</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8673D</td>\n",
+       "      <td>4019</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N633JB</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N589JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FSAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N309JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120677</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N656JB</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N627JB</td>\n",
+       "      <td>128</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120868</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>742.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1001.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14543</td>\n",
+       "      <td>4172</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>801.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>936.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>4941</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>808.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1042.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24702</td>\n",
+       "      <td>1655</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>827.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1024.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14105</td>\n",
+       "      <td>4246</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120980</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>909.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1111.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N520AA</td>\n",
+       "      <td>309</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>120997</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>929.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1130.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3538</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121000</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>934.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1041.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8886A</td>\n",
+       "      <td>4051</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121009</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>955.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N671DN</td>\n",
+       "      <td>301</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121010</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>955.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>1050.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N751UW</td>\n",
+       "      <td>1833</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121042</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1032.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1227.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11137</td>\n",
+       "      <td>4529</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MYR</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>550</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121044</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1039.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4094</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121053</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1052.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1253.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N534MQ</td>\n",
+       "      <td>4654</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1229.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4240</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121157</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>4646</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1349.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N823AY</td>\n",
+       "      <td>3661</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121245</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8694A</td>\n",
+       "      <td>3638</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11121</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N321US</td>\n",
+       "      <td>1705</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121283</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12114</td>\n",
+       "      <td>1110</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N585JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N914DL</td>\n",
+       "      <td>1231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>3817</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N823UA</td>\n",
+       "      <td>595</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8506C</td>\n",
+       "      <td>4357</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121471</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N339NW</td>\n",
+       "      <td>1779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N449UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N844UA</td>\n",
+       "      <td>250</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BVAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38451</td>\n",
+       "      <td>1221</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8506C</td>\n",
+       "      <td>3798</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121622</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N849UA</td>\n",
+       "      <td>489</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N508UA</td>\n",
+       "      <td>272</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N845UA</td>\n",
+       "      <td>754</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>3819</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>748.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>857.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13133</td>\n",
+       "      <td>4252</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N310NW</td>\n",
+       "      <td>2143</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1010.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BTAA</td>\n",
+       "      <td>717</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>121953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1053.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14177</td>\n",
+       "      <td>4625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122020</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1217.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N736MQ</td>\n",
+       "      <td>4558</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1234.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1440.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11137</td>\n",
+       "      <td>4297</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122077</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N104UW</td>\n",
+       "      <td>1443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122126</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N760JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122205</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N365NB</td>\n",
+       "      <td>1344</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N512MQ</td>\n",
+       "      <td>4588</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N736MQ</td>\n",
+       "      <td>4475</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122300</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N369NW</td>\n",
+       "      <td>2115</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4588</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122335</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JJAA</td>\n",
+       "      <td>1925</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N634VA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3424</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57852</td>\n",
+       "      <td>1165</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>592.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>595.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NB</td>\n",
+       "      <td>2343</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N389DA</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N761ND</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N363NW</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N736MQ</td>\n",
+       "      <td>4484</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N23139</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N945UW</td>\n",
+       "      <td>2144</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N512MQ</td>\n",
+       "      <td>4660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N491UA</td>\n",
+       "      <td>636</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>933.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1144.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8923A</td>\n",
+       "      <td>4023</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>958.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1227.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N340NB</td>\n",
+       "      <td>807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1106.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>56</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122904</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1230.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N307JB</td>\n",
+       "      <td>600</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1127.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N930DL</td>\n",
+       "      <td>1959</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1127.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N553UA</td>\n",
+       "      <td>517</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122919</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8946A</td>\n",
+       "      <td>3682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>215</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122955</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1223.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N534UA</td>\n",
+       "      <td>567</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>122963</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1339.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>3792</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1356.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>4950</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123042</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>1006</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N506AA</td>\n",
+       "      <td>1589</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123117</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N621JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37408</td>\n",
+       "      <td>1492</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N836VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>358.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123283</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N534JB</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>12</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N352AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N730SW</td>\n",
+       "      <td>551</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N197JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N655JB</td>\n",
+       "      <td>217</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N294JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N837UA</td>\n",
+       "      <td>385</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123419</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8913A</td>\n",
+       "      <td>4019</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14198</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123472</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N594AA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N930DL</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>199</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N197JB</td>\n",
+       "      <td>104</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>403.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>701</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>510.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N505JB</td>\n",
+       "      <td>713</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>746.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1102.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N477UA</td>\n",
+       "      <td>583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>758.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>857.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>1305</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>957.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1100.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3405</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1001.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1327.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EYAA</td>\n",
+       "      <td>647</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1031.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N210WN</td>\n",
+       "      <td>102</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1036.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>59</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N486AA</td>\n",
+       "      <td>1855</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1208.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N353AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>123972</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>625</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124015</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124101</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1041</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124126</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N341NW</td>\n",
+       "      <td>2079</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AAAA</td>\n",
+       "      <td>565</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124203</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N460UA</td>\n",
+       "      <td>687</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N664UA</td>\n",
+       "      <td>404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N7AEAA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24212</td>\n",
+       "      <td>1676</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N732US</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13133</td>\n",
+       "      <td>4554</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BWAA</td>\n",
+       "      <td>1925</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17108</td>\n",
+       "      <td>4126</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>3809</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FDAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>701</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N732US</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>104</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N659JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>4210</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124463</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>417.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N807JB</td>\n",
+       "      <td>325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>742.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>843.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>3832</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>757.0</td>\n",
+       "      <td>747.0</td>\n",
+       "      <td>1013.0</td>\n",
+       "      <td>744.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8940E</td>\n",
+       "      <td>3798</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1102.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14543</td>\n",
+       "      <td>4391</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124775</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1151.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N609DL</td>\n",
+       "      <td>1847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1153.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1357.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11119</td>\n",
+       "      <td>4200</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1352.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DEAA</td>\n",
+       "      <td>1850</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N621JB</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12172</td>\n",
+       "      <td>4389</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124963</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1041</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>124974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N576AA</td>\n",
+       "      <td>883</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125008</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N699MQ</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125019</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125044</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>12</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125050</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125051</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N678CA</td>\n",
+       "      <td>4885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125072</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YCAA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N343AA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125114</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N529JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125159</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N650MQ</td>\n",
+       "      <td>3944</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8800G</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125183</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8412F</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4153</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>605</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125210</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N643JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>758.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>910.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>905</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>801.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>725</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>827.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1151.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N646JB</td>\n",
+       "      <td>671</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>855.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1103.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N128UW</td>\n",
+       "      <td>1641</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125411</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>952.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1000.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1130.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1005.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3405</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1158.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N438UA</td>\n",
+       "      <td>524</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1314.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N959UW</td>\n",
+       "      <td>2126</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1327.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38451</td>\n",
+       "      <td>1708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N831UA</td>\n",
+       "      <td>254</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>1174</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N807JB</td>\n",
+       "      <td>1004</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125700</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24702</td>\n",
+       "      <td>76</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N557UA</td>\n",
+       "      <td>519</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>378.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N586UA</td>\n",
+       "      <td>647</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125757</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3737C</td>\n",
+       "      <td>920</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125788</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N508JB</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N775JB</td>\n",
+       "      <td>675</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4539</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>63</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>143</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125852</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21129</td>\n",
+       "      <td>4356</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125869</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JKAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N552JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78509</td>\n",
+       "      <td>1703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125910</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>989</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3439</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8943A</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125983</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N784JB</td>\n",
+       "      <td>645</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125987</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N524JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125989</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N571JB</td>\n",
+       "      <td>91</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>359.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125994</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>125998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126002</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8883E</td>\n",
+       "      <td>3798</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126023</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N531JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126025</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N646JB</td>\n",
+       "      <td>677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N661JB</td>\n",
+       "      <td>43</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126033</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>605</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N481UA</td>\n",
+       "      <td>301</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126035</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N507JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126038</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N503JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126060</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N514MQ</td>\n",
+       "      <td>4584</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126162</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>711.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1028.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N525UA</td>\n",
+       "      <td>303</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>717.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>924.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N146PQ</td>\n",
+       "      <td>3623</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>811.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1054.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>117</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>831.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N667DN</td>\n",
+       "      <td>1547</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>915.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N502UA</td>\n",
+       "      <td>397</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>929.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N531JB</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>948.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4095</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126315</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>950.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1238.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N625JB</td>\n",
+       "      <td>341</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1041</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1058.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NB</td>\n",
+       "      <td>807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1101.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BBAA</td>\n",
+       "      <td>717</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>885</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1123.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1245.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N410UA</td>\n",
+       "      <td>364</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1130.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37267</td>\n",
+       "      <td>1629</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1152.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4UBAA</td>\n",
+       "      <td>721</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1309.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N419WN</td>\n",
+       "      <td>366</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N411UA</td>\n",
+       "      <td>334</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4558</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N210WN</td>\n",
+       "      <td>3</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>12</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N908XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N472AA</td>\n",
+       "      <td>773</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NB</td>\n",
+       "      <td>706</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N702TW</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N382AA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N514MQ</td>\n",
+       "      <td>4669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N307JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N554UA</td>\n",
+       "      <td>535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N449UA</td>\n",
+       "      <td>824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>3809</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N497UA</td>\n",
+       "      <td>712</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126965</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4126</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12160</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126980</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CDAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126985</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>130</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126986</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N402UA</td>\n",
+       "      <td>325</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>126988</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N784JB</td>\n",
+       "      <td>199</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127006</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>4378</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127008</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>1018</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127010</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12160</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>813.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1056.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N734MQ</td>\n",
+       "      <td>4534</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1022.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N672DL</td>\n",
+       "      <td>1429</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17146</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N627JB</td>\n",
+       "      <td>641</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1207.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N839AY</td>\n",
+       "      <td>3884</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127389</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1207.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N383AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>367.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N842VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>1174</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127472</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N919DL</td>\n",
+       "      <td>2126</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14543</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17169</td>\n",
+       "      <td>4275</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11184</td>\n",
+       "      <td>4670</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127541</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12122</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N438WN</td>\n",
+       "      <td>564</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4135</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127566</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8492C</td>\n",
+       "      <td>3638</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N329NW</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N568UA</td>\n",
+       "      <td>685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>3824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127669</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N841VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127705</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11181</td>\n",
+       "      <td>4498</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N762US</td>\n",
+       "      <td>2183</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N334NB</td>\n",
+       "      <td>706</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8923A</td>\n",
+       "      <td>3658</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8751D</td>\n",
+       "      <td>3885</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N29129</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12142</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N913WN</td>\n",
+       "      <td>3</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N813UA</td>\n",
+       "      <td>378</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21197</td>\n",
+       "      <td>4316</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8943A</td>\n",
+       "      <td>3843</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23707</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N739MQ</td>\n",
+       "      <td>4484</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127808</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5279</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>130</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127810</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N342AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4350</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127817</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CRW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>444</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N607MQ</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12160</td>\n",
+       "      <td>3259</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127846</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127848</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8924B</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127853</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4356</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14173</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127862</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10156</td>\n",
+       "      <td>4554</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N5PBMQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14180</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8936A</td>\n",
+       "      <td>3798</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3287</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127869</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3329</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17146</td>\n",
+       "      <td>4619</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127877</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13133</td>\n",
+       "      <td>4162</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N795SW</td>\n",
+       "      <td>2327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14991</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127897</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N344NB</td>\n",
+       "      <td>1133</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14116</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127902</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>4584</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14168</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127904</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>3842</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27722</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8751D</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127910</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8923A</td>\n",
+       "      <td>3609</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>605</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127913</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>4645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N736MQ</td>\n",
+       "      <td>4507</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N509MQ</td>\n",
+       "      <td>4660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14203</td>\n",
+       "      <td>4216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4276</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N507JB</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14543</td>\n",
+       "      <td>3809</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21129</td>\n",
+       "      <td>4390</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>788.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>767.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N324US</td>\n",
+       "      <td>2319</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12142</td>\n",
+       "      <td>4210</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>127950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4210</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128077</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>732.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>855.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N827AS</td>\n",
+       "      <td>5716</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128217</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>948.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1207.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>4107</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128226</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>955.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1148.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4320</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14158</td>\n",
+       "      <td>4686</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1115.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4696</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>4095</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1253.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14143</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1309.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1414.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4701</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4420</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3289</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>24</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1357.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N784JB</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N651JB</td>\n",
+       "      <td>991</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>8</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14173</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FTAA</td>\n",
+       "      <td>1813</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N566JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128608</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>3815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CNAA</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128611</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4561</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>284</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>63</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128626</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4372</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14143</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>4399</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128677</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>12</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128711</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>4316</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N197JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BPAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ETAA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N955DL</td>\n",
+       "      <td>1108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4498</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N767UW</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FDAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128834</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128837</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N612JB</td>\n",
+       "      <td>39</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DNAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128848</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128852</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N6EAMQ</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128853</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N734MQ</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ABAA</td>\n",
+       "      <td>1787</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N904DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12163</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128872</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>4660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N508JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N607JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128880</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>400.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>713</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>128898</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>4619</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129137</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>909.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1129.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N354NW</td>\n",
+       "      <td>2119</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129156</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>934.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129160</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>943.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1117.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8736A</td>\n",
+       "      <td>3611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>945.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1121.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N829MQ</td>\n",
+       "      <td>4406</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129205</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1038.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N353NB</td>\n",
+       "      <td>1659</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129209</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1042.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1339.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N642AA</td>\n",
+       "      <td>647</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1046.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16183</td>\n",
+       "      <td>4140</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129240</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N825AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129261</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1148.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N665UA</td>\n",
+       "      <td>448</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N201AA</td>\n",
+       "      <td>313</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N829MQ</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1356.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>4135</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>4129</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4158</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EUAA</td>\n",
+       "      <td>753</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>127</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N357NB</td>\n",
+       "      <td>2043</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129476</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N463UA</td>\n",
+       "      <td>346</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8828D</td>\n",
+       "      <td>3638</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11544</td>\n",
+       "      <td>3828</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4133</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129533</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N564AA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N825AS</td>\n",
+       "      <td>5708</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N396SW</td>\n",
+       "      <td>518</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>4103</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>4093</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4316</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129659</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N565AA</td>\n",
+       "      <td>773</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8828D</td>\n",
+       "      <td>4277</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129700</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>4399</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N504JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N586UA</td>\n",
+       "      <td>442</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17196</td>\n",
+       "      <td>4356</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73259</td>\n",
+       "      <td>1228</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N847UA</td>\n",
+       "      <td>385</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N756US</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>4350</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8390A</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>3331</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N746JB</td>\n",
+       "      <td>91</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17185</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JNAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12163</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3329</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>605</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AYAA</td>\n",
+       "      <td>1787</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4162</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N525UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N971DL</td>\n",
+       "      <td>2143</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>3842</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N505JB</td>\n",
+       "      <td>43</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>703.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>949.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12218</td>\n",
+       "      <td>1744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>716.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>824.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>4346</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>129999</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>758.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>934.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4655</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>825.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1012.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11544</td>\n",
+       "      <td>3829</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>856.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1115.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18120</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130096</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>903.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1027.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>3835</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1016.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>4691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1034.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N570UA</td>\n",
+       "      <td>334</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1051.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130204</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1324.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N579AA</td>\n",
+       "      <td>321</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130213</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1147.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1313.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N514MQ</td>\n",
+       "      <td>3795</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1220.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1357.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N502MQ</td>\n",
+       "      <td>3792</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1349.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4510</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>4383</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1243.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4694</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14177</td>\n",
+       "      <td>3260</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130261</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1247.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>4553</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N846MQ</td>\n",
+       "      <td>4471</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N723EV</td>\n",
+       "      <td>5054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N663JB</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4248</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4158</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4225</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N722EV</td>\n",
+       "      <td>4950</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4670</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>209</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>8</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24706</td>\n",
+       "      <td>1705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21144</td>\n",
+       "      <td>4360</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12218</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>4499</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>3815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18101</td>\n",
+       "      <td>4385</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11184</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N505JB</td>\n",
+       "      <td>393</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130559</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N644UA</td>\n",
+       "      <td>462</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N307JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KBAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130603</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N467WN</td>\n",
+       "      <td>430</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>4981</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130667</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3354</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CYAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130713</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N216FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>4554</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>4126</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N166PQ</td>\n",
+       "      <td>5203</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N547UA</td>\n",
+       "      <td>458</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14186</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11106</td>\n",
+       "      <td>3809</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130765</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GPAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130780</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XYAA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130786</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>4378</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>3287</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N434UA</td>\n",
+       "      <td>248</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4210</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N522MQ</td>\n",
+       "      <td>3744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N206JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130817</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>128</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130818</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>554.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N641JB</td>\n",
+       "      <td>727</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N307JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130902</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>721.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1021.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N509UA</td>\n",
+       "      <td>955</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>130987</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>848.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1037.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N5PBMQ</td>\n",
+       "      <td>3737</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>911.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N848MQ</td>\n",
+       "      <td>4406</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131025</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>928.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11107</td>\n",
+       "      <td>4089</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131035</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>939.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1239.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N484UA</td>\n",
+       "      <td>231</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131052</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1010.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FEAA</td>\n",
+       "      <td>1357</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131065</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1028.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N509MQ</td>\n",
+       "      <td>4478</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131072</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1042.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1325.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N553UA</td>\n",
+       "      <td>595</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131083</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1105.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1224.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11164</td>\n",
+       "      <td>4689</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131099</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1127.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N564AA</td>\n",
+       "      <td>1589</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131106</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301DQ</td>\n",
+       "      <td>2343</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>885</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131143</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>HA</td>\n",
+       "      <td>N389HA</td>\n",
+       "      <td>51</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>599.0</td>\n",
+       "      <td>4983</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3405</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>4679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4129</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131201</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17105</td>\n",
+       "      <td>1641</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131205</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1412.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N848MQ</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131209</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N829UA</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YNAA</td>\n",
+       "      <td>1853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131245</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3728</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N467UA</td>\n",
+       "      <td>339</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8918B</td>\n",
+       "      <td>4178</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>615</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>828</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N922MQ</td>\n",
+       "      <td>4172</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3453</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131367</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8933B</td>\n",
+       "      <td>3885</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N932MQ</td>\n",
+       "      <td>4146</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131386</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N667UA</td>\n",
+       "      <td>380</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CMAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N821MQ</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N361NW</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N834AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N368NB</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131481</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>989</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N554UA</td>\n",
+       "      <td>535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N1602</td>\n",
+       "      <td>951</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8938A</td>\n",
+       "      <td>3658</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3771K</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>130</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131523</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N501MQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131533</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8611A</td>\n",
+       "      <td>3609</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8933B</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39728</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4619</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3320</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131559</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>4390</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131808</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1036.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1137.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8869B</td>\n",
+       "      <td>4051</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1037.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1148.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N307JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8611A</td>\n",
+       "      <td>3970</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N927DA</td>\n",
+       "      <td>2126</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>4225</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3538</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76505</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24706</td>\n",
+       "      <td>1597</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>EGE</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1726</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1339.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N446UA</td>\n",
+       "      <td>954</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BBAA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>131982</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N621VA</td>\n",
+       "      <td>411</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132078</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15574</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132083</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>5660</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132101</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N648MQ</td>\n",
+       "      <td>3985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13202</td>\n",
+       "      <td>4440</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HFAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N232WN</td>\n",
+       "      <td>3</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N373DA</td>\n",
+       "      <td>920</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132229</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73445</td>\n",
+       "      <td>80</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4399</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>786.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>773.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N348NW</td>\n",
+       "      <td>575</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N639JB</td>\n",
+       "      <td>217</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132335</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4356</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N526UA</td>\n",
+       "      <td>509</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132389</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4162</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13202</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N216FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>605</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>4210</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JNAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N807JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>43</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11176</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>758.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1009.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N539UA</td>\n",
+       "      <td>560</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>833.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1103.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>117</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>916.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1241.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>59</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132701</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>941.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>4655</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1013.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1122.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>4233</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132732</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1015.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>57</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1022.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1152.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>885</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1123.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1230.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>4689</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>4248</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N668UA</td>\n",
+       "      <td>448</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132857</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1257.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14177</td>\n",
+       "      <td>4630</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132869</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>625</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>4271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132891</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1349.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11199</td>\n",
+       "      <td>4553</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GKAA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N567AA</td>\n",
+       "      <td>1853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>4129</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N804MQ</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>32</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132982</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GHAA</td>\n",
+       "      <td>753</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>132996</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>4950</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HRAA</td>\n",
+       "      <td>759</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N406UA</td>\n",
+       "      <td>459</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133073</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13133</td>\n",
+       "      <td>4229</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133145</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N566AA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N503AA</td>\n",
+       "      <td>773</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DDAA</td>\n",
+       "      <td>565</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133208</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133227</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YNAA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FKAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133283</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4353</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N525UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N834AY</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N182UW</td>\n",
+       "      <td>1973</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CWAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13133</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133371</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>104</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133378</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>701</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4378</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>550.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N632JB</td>\n",
+       "      <td>727</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>128</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>705.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>956.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77258</td>\n",
+       "      <td>1627</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133557</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>804.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N653AW</td>\n",
+       "      <td>654</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>958.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N534UA</td>\n",
+       "      <td>271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133695</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1020.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>20</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1111.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>1004</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1316.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>4425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4225</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>625</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>1006</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N836AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N723SW</td>\n",
+       "      <td>2058</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>615</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N638JB</td>\n",
+       "      <td>209</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>4693</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N517MQ</td>\n",
+       "      <td>3728</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133965</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>3818</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>133989</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N943AT</td>\n",
+       "      <td>349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N710UW</td>\n",
+       "      <td>1665</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134019</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N566AA</td>\n",
+       "      <td>329</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134029</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N800AY</td>\n",
+       "      <td>4357</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134063</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N372DA</td>\n",
+       "      <td>91</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N495UA</td>\n",
+       "      <td>587</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134072</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N444UA</td>\n",
+       "      <td>687</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134078</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4561</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>284</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3330</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134098</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N372NW</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134115</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134120</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N420WN</td>\n",
+       "      <td>2355</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N201FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N711HK</td>\n",
+       "      <td>2963</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134159</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N558UA</td>\n",
+       "      <td>488</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N526JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134164</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>130</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134201</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14704</td>\n",
+       "      <td>1284</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134205</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34111</td>\n",
+       "      <td>4554</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N967AT</td>\n",
+       "      <td>623</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134214</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CRW</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>444</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134240</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N734MQ</td>\n",
+       "      <td>4479</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N936WN</td>\n",
+       "      <td>2714</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134252</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N800AY</td>\n",
+       "      <td>3798</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134267</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33284</td>\n",
+       "      <td>1727</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N201AA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4619</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BEAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4087</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N239JB</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134288</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N641JB</td>\n",
+       "      <td>677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76265</td>\n",
+       "      <td>1241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>104</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4162</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>22</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14168</td>\n",
+       "      <td>4390</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>128</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>600.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>707</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>737.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>858.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N525MQ</td>\n",
+       "      <td>4599</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>804.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1024.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N460WN</td>\n",
+       "      <td>459</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>820.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1114.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>117</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>833.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1156.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N512UA</td>\n",
+       "      <td>309</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134523</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>845.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14219</td>\n",
+       "      <td>1744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>848.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1138.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N581AS</td>\n",
+       "      <td>11</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>904.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1139.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11176</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>906.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1143.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4357</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>906.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1042.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N515UA</td>\n",
+       "      <td>607</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134564</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>927.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N638JB</td>\n",
+       "      <td>901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>939.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11119</td>\n",
+       "      <td>4233</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>940.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1245.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N531JB</td>\n",
+       "      <td>1833</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>943.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1059.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N858MQ</td>\n",
+       "      <td>4418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>946.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1147.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>4497</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>951.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1102.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3521</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1001.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1239.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>4320</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1016.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1339.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77295</td>\n",
+       "      <td>1218</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1027.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1029.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1137.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>1004</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1031.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4107</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1042.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N318US</td>\n",
+       "      <td>2119</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1054.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4711</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134626</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1055.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N475WN</td>\n",
+       "      <td>3587</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1056.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>4140</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1106.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1217.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>20</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14168</td>\n",
+       "      <td>4686</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1122.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1241.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8877A</td>\n",
+       "      <td>3913</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33714</td>\n",
+       "      <td>1707</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1127.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8775A</td>\n",
+       "      <td>3884</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134659</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1313.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N9EAMQ</td>\n",
+       "      <td>4670</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134661</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8797A</td>\n",
+       "      <td>4220</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134667</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1151.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1341.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34111</td>\n",
+       "      <td>4146</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1151.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N507JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134670</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1153.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N239JB</td>\n",
+       "      <td>57</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1157.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>1354.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>219</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N965UW</td>\n",
+       "      <td>2124</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134686</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1207.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>59</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134692</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>600</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1217.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>4485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134698</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1224.0</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4157</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1233.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>24</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1241.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1241.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>885</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134712</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1245.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21129</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1256.0</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8532G</td>\n",
+       "      <td>3611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1306.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>4658</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>4420</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1325.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11544</td>\n",
+       "      <td>4094</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N309US</td>\n",
+       "      <td>2319</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134744</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>3552</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N825AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1440.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14198</td>\n",
+       "      <td>3260</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N550WN</td>\n",
+       "      <td>316</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N455UA</td>\n",
+       "      <td>441</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N761ND</td>\n",
+       "      <td>5054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N730MQ</td>\n",
+       "      <td>4564</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N612QX</td>\n",
+       "      <td>4950</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1431.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12166</td>\n",
+       "      <td>4275</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N834AY</td>\n",
+       "      <td>3638</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N736MQ</td>\n",
+       "      <td>4475</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1440.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N797MX</td>\n",
+       "      <td>564</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N568JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4701</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N562JB</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DLAA</td>\n",
+       "      <td>1850</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13969</td>\n",
+       "      <td>4640</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134814</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17229</td>\n",
+       "      <td>1164</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11119</td>\n",
+       "      <td>4553</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>1006</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>3818</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N784JB</td>\n",
+       "      <td>209</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>404.0</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>384.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3405</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N793JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134843</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>625</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134848</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1041</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>3830</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134857</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134869</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>4353</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FSAA</td>\n",
+       "      <td>1813</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134876</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>393</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N945UW</td>\n",
+       "      <td>2132</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N719MQ</td>\n",
+       "      <td>4429</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8930E</td>\n",
+       "      <td>4357</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134891</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134898</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73406</td>\n",
+       "      <td>1222</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N846UA</td>\n",
+       "      <td>334</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134904</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N615JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8688C</td>\n",
+       "      <td>4178</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>137</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N393DA</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14198</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3427</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N742PS</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>4367</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DRAA</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8516C</td>\n",
+       "      <td>3904</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N447WN</td>\n",
+       "      <td>518</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134946</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N531JB</td>\n",
+       "      <td>537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>66</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134949</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76288</td>\n",
+       "      <td>1116</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134951</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N501MJ</td>\n",
+       "      <td>3775</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14186</td>\n",
+       "      <td>4385</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134955</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N568AA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>12</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>4166</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134972</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3453</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134973</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N845MQ</td>\n",
+       "      <td>4415</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134982</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>4900</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134984</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134986</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N544UW</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134987</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37255</td>\n",
+       "      <td>1638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134991</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>4525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>134992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N902WN</td>\n",
+       "      <td>2355</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>3815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135002</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4272</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135006</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7734H</td>\n",
+       "      <td>430</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135008</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>4498</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135009</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14118</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135012</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EAAA</td>\n",
+       "      <td>1790</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N407UA</td>\n",
+       "      <td>414</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135015</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>143</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135020</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N369AA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135022</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13718</td>\n",
+       "      <td>1259</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135027</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14902</td>\n",
+       "      <td>4399</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N265WN</td>\n",
+       "      <td>3765</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135031</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135033</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N603JB</td>\n",
+       "      <td>9</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N211FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135035</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N945DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135040</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N528UA</td>\n",
+       "      <td>488</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135047</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135049</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N638JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135065</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135068</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14168</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135069</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N734MQ</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135073</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135075</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N749US</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135077</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135081</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N648JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135090</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>3822</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135099</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5409</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135105</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13969</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N736MQ</td>\n",
+       "      <td>4413</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135112</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N5PBMQ</td>\n",
+       "      <td>4674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135113</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8533D</td>\n",
+       "      <td>3843</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135120</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DLAA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135123</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N751UW</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135124</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N645JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135125</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135126</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N730MQ</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CRW</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>444</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N614MQ</td>\n",
+       "      <td>3944</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135128</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N366NW</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N354NW</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N206JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135137</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4087</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N827AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N344NW</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135144</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N455UA</td>\n",
+       "      <td>643</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135151</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8771A</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N850UA</td>\n",
+       "      <td>465</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N611MQ</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135157</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N329NW</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135162</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N709EV</td>\n",
+       "      <td>4872</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>130</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135174</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N263WN</td>\n",
+       "      <td>2327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135175</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3331</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N914DL</td>\n",
+       "      <td>2143</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N935XJ</td>\n",
+       "      <td>3287</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135182</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N794JB</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13161</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135187</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N232WN</td>\n",
+       "      <td>2714</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N316NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135200</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>139</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135203</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14186</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135204</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N349NB</td>\n",
+       "      <td>1133</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135209</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4507</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135210</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N665JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>3809</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135213</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>4645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135214</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N625VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135216</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N840AY</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135217</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>3730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135218</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135222</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N845MQ</td>\n",
+       "      <td>4573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N709SW</td>\n",
+       "      <td>519</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11119</td>\n",
+       "      <td>4554</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135226</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135227</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14902</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135228</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N568JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135229</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N734MQ</td>\n",
+       "      <td>4449</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135230</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135232</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N8325D</td>\n",
+       "      <td>573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N515MJ</td>\n",
+       "      <td>3761</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N460WN</td>\n",
+       "      <td>551</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N606JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>754.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>902.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>1305</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>850.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1036.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>4246</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>919.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1144.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N664DN</td>\n",
+       "      <td>2047</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>925.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1112.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1025.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>1061</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1103.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1356.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N449UA</td>\n",
+       "      <td>306</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1111.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1209.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>600</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135667</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N535UA</td>\n",
+       "      <td>405</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1325.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3792</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135707</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N505JB</td>\n",
+       "      <td>373</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135723</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5060</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>833</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37255</td>\n",
+       "      <td>1641</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3764D</td>\n",
+       "      <td>315</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N21723</td>\n",
+       "      <td>1219</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4670</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N906AT</td>\n",
+       "      <td>349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N19136</td>\n",
+       "      <td>1600</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N556UW</td>\n",
+       "      <td>1203</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>135965</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4385</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136000</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>3427</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136086</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N68453</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136098</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136113</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>3354</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136124</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>3822</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8903A</td>\n",
+       "      <td>3843</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>147</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136169</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39297</td>\n",
+       "      <td>1064</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136193</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N465UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N945DL</td>\n",
+       "      <td>2143</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136209</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>3809</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136217</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136218</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YSAA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37298</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4276</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136249</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>731.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>858.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>3807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>751.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>907.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>208</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1007.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14117</td>\n",
+       "      <td>4676</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1020.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1256.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N414UA</td>\n",
+       "      <td>288</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1024.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1143.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4709</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1145.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1349.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17115</td>\n",
+       "      <td>4269</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13161</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136666</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1257.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N709EV</td>\n",
+       "      <td>5273</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3552</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14168</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4158</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>368.0</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N437AA</td>\n",
+       "      <td>1589</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N326US</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3452</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136848</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EVAA</td>\n",
+       "      <td>1813</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>3810</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N324AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N296WN</td>\n",
+       "      <td>2355</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136983</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33264</td>\n",
+       "      <td>80</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136984</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>139</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136987</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N549UW</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>136998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N414UA</td>\n",
+       "      <td>597</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137004</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N614SW</td>\n",
+       "      <td>518</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N600MQ</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N594UA</td>\n",
+       "      <td>504</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137039</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N541UW</td>\n",
+       "      <td>373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137043</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3354</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137055</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137075</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HYAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>171</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137095</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3439</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N818UA</td>\n",
+       "      <td>784</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78524</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CWAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17229</td>\n",
+       "      <td>1205</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137150</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3329</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137155</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18114</td>\n",
+       "      <td>4132</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137163</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137164</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13969</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137169</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73276</td>\n",
+       "      <td>1244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137172</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N403AA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137175</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17159</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137184</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>5681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4086</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137187</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137188</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>805.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>924.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>208</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>805.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>926.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>905</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>842.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1156.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N439UA</td>\n",
+       "      <td>480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>907.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>5670</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>949.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N839AY</td>\n",
+       "      <td>3635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1003.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1316.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DTAA</td>\n",
+       "      <td>647</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137541</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N378AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1334.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8501F</td>\n",
+       "      <td>3739</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>642</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17108</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N553UA</td>\n",
+       "      <td>564</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N841AY</td>\n",
+       "      <td>3702</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4250</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3739P</td>\n",
+       "      <td>1375</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137669</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11119</td>\n",
+       "      <td>4139</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N510UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N329AA</td>\n",
+       "      <td>117</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137703</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N809JB</td>\n",
+       "      <td>8</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137706</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21197</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N977DL</td>\n",
+       "      <td>2347</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N166PQ</td>\n",
+       "      <td>5586</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>137</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3384</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137857</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EUAA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CKAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137898</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N508UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>137954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>3320</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138155</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>906.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1102.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>3353</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14204</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1431.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N915AT</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N803MQ</td>\n",
+       "      <td>4425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1440.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11109</td>\n",
+       "      <td>4461</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N973DL</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>5683</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76516</td>\n",
+       "      <td>1116</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16178</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138592</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>374.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>387.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N685DA</td>\n",
+       "      <td>1275</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17138</td>\n",
+       "      <td>4357</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N704X</td>\n",
+       "      <td>1322</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>369.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3362</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138685</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EGAA</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>9</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>4644</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138712</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N556WN</td>\n",
+       "      <td>475</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138718</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HPAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138723</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N820AY</td>\n",
+       "      <td>3881</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N357AA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4661</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>171</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138775</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N632MQ</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5BRAA</td>\n",
+       "      <td>1613</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35260</td>\n",
+       "      <td>1221</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N821MQ</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>665</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3439</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36247</td>\n",
+       "      <td>1159</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138804</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14117</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4593</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76528</td>\n",
+       "      <td>1292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138834</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N707TW</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>369.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13248</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N341NW</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138868</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138869</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27200</td>\n",
+       "      <td>4132</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>138990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>713.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>858.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N612QX</td>\n",
+       "      <td>5068</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>820.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1053.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16183</td>\n",
+       "      <td>4626</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139220</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1246.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>4948</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>5134</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N479UA</td>\n",
+       "      <td>265</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>4712</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N826AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N914DL</td>\n",
+       "      <td>1903</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139335</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N919AT</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17138</td>\n",
+       "      <td>4121</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5277</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N986DL</td>\n",
+       "      <td>1544</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N919DL</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N417UA</td>\n",
+       "      <td>510</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N919DE</td>\n",
+       "      <td>2079</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3452</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>3821</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N826AS</td>\n",
+       "      <td>5766</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>3815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3752</td>\n",
+       "      <td>1043</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17138</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139616</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N671UA</td>\n",
+       "      <td>921</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FWAA</td>\n",
+       "      <td>1790</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N327NW</td>\n",
+       "      <td>1779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4570</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13979</td>\n",
+       "      <td>4644</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75858</td>\n",
+       "      <td>1127</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>4674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57855</td>\n",
+       "      <td>1139</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N826AS</td>\n",
+       "      <td>5705</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139814</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N515UA</td>\n",
+       "      <td>358</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N535UW</td>\n",
+       "      <td>373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139832</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N500MQ</td>\n",
+       "      <td>3744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>139992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>745.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1006.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N9EAMQ</td>\n",
+       "      <td>4650</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>816.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GWAA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140105</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>915.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1114.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>4691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140137</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>955.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4107</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1023.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N516MQ</td>\n",
+       "      <td>4582</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140169</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1038.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4636</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1218.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12163</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140249</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>3792</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1246.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>4529</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140264</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5277</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>4589</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>3810</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21154</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N532UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N369AA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N500MQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N841VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>363.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N811UA</td>\n",
+       "      <td>463</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N508UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140692</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N338AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N8325D</td>\n",
+       "      <td>573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N426UA</td>\n",
+       "      <td>270</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>4153</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N600QX</td>\n",
+       "      <td>5181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JJAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4219</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DMAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N710TW</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N634VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N627JB</td>\n",
+       "      <td>645</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5472</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>296</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N405WN</td>\n",
+       "      <td>732</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12201</td>\n",
+       "      <td>4206</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N795SW</td>\n",
+       "      <td>2327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>3817</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N958WN</td>\n",
+       "      <td>519</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N539MQ</td>\n",
+       "      <td>3744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14171</td>\n",
+       "      <td>5670</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>424.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>140942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>729.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N563JB</td>\n",
+       "      <td>709</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141002</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>824.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1053.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37434</td>\n",
+       "      <td>1591</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141097</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1008.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1108.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>4249</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1023.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37413</td>\n",
+       "      <td>1170</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141113</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1025.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FFAA</td>\n",
+       "      <td>655</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>STT</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1623</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1112.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12136</td>\n",
+       "      <td>4689</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1225.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4143</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141167</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14991</td>\n",
+       "      <td>4405</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1216.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1327.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N947WN</td>\n",
+       "      <td>1468</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141218</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1352.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11164</td>\n",
+       "      <td>4712</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141230</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>4229</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1352.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N707EV</td>\n",
+       "      <td>5277</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N580UA</td>\n",
+       "      <td>459</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1534.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11544</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N505JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N639JB</td>\n",
+       "      <td>991</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141267</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N286WN</td>\n",
+       "      <td>2058</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>705</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4235</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14219</td>\n",
+       "      <td>81</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>127</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>4950</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4088</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141315</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>4975</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N508AA</td>\n",
+       "      <td>883</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4628</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14177</td>\n",
+       "      <td>4155</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>4983</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N197UW</td>\n",
+       "      <td>720</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77520</td>\n",
+       "      <td>1593</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N625JB</td>\n",
+       "      <td>393</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14121</td>\n",
+       "      <td>132</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141389</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GHAA</td>\n",
+       "      <td>1039</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7730A</td>\n",
+       "      <td>518</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14991</td>\n",
+       "      <td>4223</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N658JB</td>\n",
+       "      <td>537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N537JB</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>157</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>4661</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N361NB</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N760JB</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N820UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N916DL</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N491AA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N823UA</td>\n",
+       "      <td>687</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12136</td>\n",
+       "      <td>3815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141463</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8986B</td>\n",
+       "      <td>3881</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N918WN</td>\n",
+       "      <td>2355</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N786SW</td>\n",
+       "      <td>551</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N838UA</td>\n",
+       "      <td>463</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5ENAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38467</td>\n",
+       "      <td>1188</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N604AW</td>\n",
+       "      <td>449</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11191</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N543MQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13979</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36247</td>\n",
+       "      <td>68</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141516</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N170US</td>\n",
+       "      <td>1973</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N8329B</td>\n",
+       "      <td>573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N344NW</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>130</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141523</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>4272</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141533</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GBAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N303DQ</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27724</td>\n",
+       "      <td>1656</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33266</td>\n",
+       "      <td>1128</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N537UA</td>\n",
+       "      <td>552</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13969</td>\n",
+       "      <td>4661</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N592JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N508AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141559</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4130</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N564JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N839UA</td>\n",
+       "      <td>524</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N720EV</td>\n",
+       "      <td>4997</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N833UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141582</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12238</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N54241</td>\n",
+       "      <td>1225</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141585</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24706</td>\n",
+       "      <td>1654</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141589</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14168</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N54711</td>\n",
+       "      <td>1139</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>5181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141594</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14186</td>\n",
+       "      <td>4153</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12201</td>\n",
+       "      <td>4132</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N763JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>199</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>3817</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12195</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141608</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N591JB</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N809UA</td>\n",
+       "      <td>696</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N625JB</td>\n",
+       "      <td>325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>128</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>128</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>4153</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>4571</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4350</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>556.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N506JB</td>\n",
+       "      <td>707</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141804</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N206JB</td>\n",
+       "      <td>22</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>722.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>930.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>4603</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>731.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N719EV</td>\n",
+       "      <td>5068</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141902</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>734.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>846.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>208</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>739.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>848.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>4241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>141929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>804.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>922.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>4533</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142002</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>916.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8896A</td>\n",
+       "      <td>3635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>958.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1243.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76516</td>\n",
+       "      <td>1296</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142064</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1040.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1224.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>4161</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1045.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1149.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>56</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142073</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1055.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N713TW</td>\n",
+       "      <td>120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1202.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37427</td>\n",
+       "      <td>109</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1207.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15574</td>\n",
+       "      <td>4548</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1223.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75432</td>\n",
+       "      <td>1143</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142151</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N641JB</td>\n",
+       "      <td>673</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1309.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N525MQ</td>\n",
+       "      <td>4601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142177</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>1174</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142183</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N5PBMQ</td>\n",
+       "      <td>3697</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12163</td>\n",
+       "      <td>4149</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14186</td>\n",
+       "      <td>4640</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142194</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27190</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142219</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N638JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4129</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142229</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11176</td>\n",
+       "      <td>4388</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142253</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N779JB</td>\n",
+       "      <td>209</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142261</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N263WN</td>\n",
+       "      <td>2058</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142269</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>4975</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37255</td>\n",
+       "      <td>1122</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N949UW</td>\n",
+       "      <td>2132</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>1275</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N712JB</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N834AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142354</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>4579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14180</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N319NB</td>\n",
+       "      <td>1344</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N985AT</td>\n",
+       "      <td>620</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NB</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N388SW</td>\n",
+       "      <td>518</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142419</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N753US</td>\n",
+       "      <td>1665</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N294WN</td>\n",
+       "      <td>2355</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N833UA</td>\n",
+       "      <td>687</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8659B</td>\n",
+       "      <td>3968</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N769SW</td>\n",
+       "      <td>1904</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27190</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N242WN</td>\n",
+       "      <td>3</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N647AW</td>\n",
+       "      <td>449</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N359NW</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N579AA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N945AT</td>\n",
+       "      <td>623</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4701</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N8317M</td>\n",
+       "      <td>573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4644</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N607JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>602</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AVAA</td>\n",
+       "      <td>119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142564</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N577UA</td>\n",
+       "      <td>358</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34111</td>\n",
+       "      <td>4390</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142579</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N980DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142580</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4086</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142585</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N603DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N951WN</td>\n",
+       "      <td>732</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14117</td>\n",
+       "      <td>4130</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142592</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>3818</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3340</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16234</td>\n",
+       "      <td>1064</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N741SA</td>\n",
+       "      <td>2714</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N720EV</td>\n",
+       "      <td>5181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XMAA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142623</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N312US</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4570</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N6703D</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14237</td>\n",
+       "      <td>1116</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142636</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>5681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>4566</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>3805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16147</td>\n",
+       "      <td>4132</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N440LV</td>\n",
+       "      <td>2327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8659B</td>\n",
+       "      <td>3650</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N656JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11164</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14171</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142661</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142663</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N921AT</td>\n",
+       "      <td>354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N963UW</td>\n",
+       "      <td>2142</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N835MQ</td>\n",
+       "      <td>4449</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142669</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N524JB</td>\n",
+       "      <td>325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142670</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14204</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4353</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21144</td>\n",
+       "      <td>4206</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>5670</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142677</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37413</td>\n",
+       "      <td>1124</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N630JB</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142780</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>437.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>713</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>128</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>104</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78501</td>\n",
+       "      <td>1632</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142786</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N401UA</td>\n",
+       "      <td>299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142788</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>5181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>430.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>410.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N218FR</td>\n",
+       "      <td>797</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14231</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N709JB</td>\n",
+       "      <td>1018</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N521JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>612.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N510JB</td>\n",
+       "      <td>707</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>510.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N607JB</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>414.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>22</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142883</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>706.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>940.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>208</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>720.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>921.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18120</td>\n",
+       "      <td>4603</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>809.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N512UA</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>820.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1021.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>905</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>820.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1042.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N905DL</td>\n",
+       "      <td>831</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>831.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>956.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N406UA</td>\n",
+       "      <td>287</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>851.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1006.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N547AA</td>\n",
+       "      <td>309</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>903.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>1273</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142975</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>907.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1246.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N323AA</td>\n",
+       "      <td>59</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142978</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>912.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1303.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N374NW</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142980</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>916.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1233.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N900DE</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142985</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>924.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N352NW</td>\n",
+       "      <td>914</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142987</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>926.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4600</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>931.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1100.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N494AA</td>\n",
+       "      <td>1855</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142991</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1147.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>1172</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142994</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>934.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1208.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N937DL</td>\n",
+       "      <td>2119</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>142999</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>946.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N510UA</td>\n",
+       "      <td>443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>950.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FWAA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143004</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1001.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1246.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N659DL</td>\n",
+       "      <td>1747</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1011.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EYAA</td>\n",
+       "      <td>1357</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143008</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1012.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N587AS</td>\n",
+       "      <td>11</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143009</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1015.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N319NB</td>\n",
+       "      <td>2070</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1026.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N639VA</td>\n",
+       "      <td>407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143013</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1029.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N603JB</td>\n",
+       "      <td>403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1031.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N642AA</td>\n",
+       "      <td>647</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1037.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8683B</td>\n",
+       "      <td>4220</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143017</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1038.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23707</td>\n",
+       "      <td>1597</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>EGE</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>1725</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1042.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N324AA</td>\n",
+       "      <td>1</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143020</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1044.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1228.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5166</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143022</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1046.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8972E</td>\n",
+       "      <td>3613</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1101.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1327.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N512MQ</td>\n",
+       "      <td>4654</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N54711</td>\n",
+       "      <td>1519</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STT</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1634</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N641JB</td>\n",
+       "      <td>1004</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143035</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1111.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N370NW</td>\n",
+       "      <td>1885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1313.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NW</td>\n",
+       "      <td>2319</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1114.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N594AA</td>\n",
+       "      <td>319</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143039</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XBAA</td>\n",
+       "      <td>305</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1122.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24715</td>\n",
+       "      <td>1003</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143042</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1130.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24224</td>\n",
+       "      <td>1553</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143044</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17730</td>\n",
+       "      <td>1240</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143045</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1137.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4405</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143046</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1138.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N838VA</td>\n",
+       "      <td>251</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143047</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N419UA</td>\n",
+       "      <td>255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143051</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1147.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4548</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143053</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N556UA</td>\n",
+       "      <td>652</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>885</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143057</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1158.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8659B</td>\n",
+       "      <td>3611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143058</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1159.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N326NB</td>\n",
+       "      <td>874</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143061</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N846MQ</td>\n",
+       "      <td>4406</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1202.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>4532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143064</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1202.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>19</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1203.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N847VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143068</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>4344</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143071</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37437</td>\n",
+       "      <td>109</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143073</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1218.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17560</td>\n",
+       "      <td>4638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143076</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37413</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1224.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34111</td>\n",
+       "      <td>4389</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143081</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1227.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N329NB</td>\n",
+       "      <td>1573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143084</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1228.0</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>375.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78285</td>\n",
+       "      <td>1701</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N643JB</td>\n",
+       "      <td>1</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1241.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>600</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143090</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1247.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3353</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143091</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N712JB</td>\n",
+       "      <td>673</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143092</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>24</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143094</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24128</td>\n",
+       "      <td>4689</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143097</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143098</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1303.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N321US</td>\n",
+       "      <td>1174</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143099</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N658AW</td>\n",
+       "      <td>450</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143100</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>4140</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143101</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N818UA</td>\n",
+       "      <td>292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143102</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33292</td>\n",
+       "      <td>1601</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143103</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N974AT</td>\n",
+       "      <td>347</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143105</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N551AA</td>\n",
+       "      <td>321</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143110</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KCAA</td>\n",
+       "      <td>1871</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143111</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N312US</td>\n",
+       "      <td>1875</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143112</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N176UW</td>\n",
+       "      <td>1625</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143113</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4157</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143114</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N18223</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143118</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N508JB</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143120</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N910WN</td>\n",
+       "      <td>376</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143121</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CCAA</td>\n",
+       "      <td>731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143122</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N564UW</td>\n",
+       "      <td>1459</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143123</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N958DL</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143124</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1408.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N640JB</td>\n",
+       "      <td>991</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143125</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AMAA</td>\n",
+       "      <td>327</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143126</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13113</td>\n",
+       "      <td>1705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143128</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76515</td>\n",
+       "      <td>1460</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N386DA</td>\n",
+       "      <td>1847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N445UA</td>\n",
+       "      <td>394</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>4161</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N316JB</td>\n",
+       "      <td>66</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4221</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N292WN</td>\n",
+       "      <td>1468</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1431.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14186</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1431.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N976DL</td>\n",
+       "      <td>930</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143140</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N321NB</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143141</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33286</td>\n",
+       "      <td>1737</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YKAA</td>\n",
+       "      <td>329</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143143</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N755US</td>\n",
+       "      <td>2175</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143145</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N914DL</td>\n",
+       "      <td>1903</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143146</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N206JB</td>\n",
+       "      <td>1006</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>4646</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143150</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4636</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>32</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N965WN</td>\n",
+       "      <td>564</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143155</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37255</td>\n",
+       "      <td>1164</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143159</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143160</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>705</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FLAA</td>\n",
+       "      <td>2099</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143162</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N668DN</td>\n",
+       "      <td>1947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143163</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N768SW</td>\n",
+       "      <td>2963</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N915DE</td>\n",
+       "      <td>2044</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143166</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N737MQ</td>\n",
+       "      <td>4471</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13248</td>\n",
+       "      <td>1699</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143169</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N519MQ</td>\n",
+       "      <td>4601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143172</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N599AA</td>\n",
+       "      <td>1853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143175</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27200</td>\n",
+       "      <td>4235</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N912WN</td>\n",
+       "      <td>316</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143181</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>4187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143184</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1524.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76288</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DUAA</td>\n",
+       "      <td>2253</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11107</td>\n",
+       "      <td>4149</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>1783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1534.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N715JB</td>\n",
+       "      <td>209</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14230</td>\n",
+       "      <td>1744</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14177</td>\n",
+       "      <td>4269</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4135</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8828D</td>\n",
+       "      <td>3638</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143205</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DVAA</td>\n",
+       "      <td>753</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N758SW</td>\n",
+       "      <td>2058</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143208</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N927DA</td>\n",
+       "      <td>1544</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>470.0</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>436.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N987AT</td>\n",
+       "      <td>361</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143217</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>4188</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143220</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N877AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143222</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N968DL</td>\n",
+       "      <td>2079</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N461UA</td>\n",
+       "      <td>985</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143230</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N779JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143232</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N662JB</td>\n",
+       "      <td>63</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N597AA</td>\n",
+       "      <td>883</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N725UW</td>\n",
+       "      <td>1665</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76516</td>\n",
+       "      <td>1146</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N736MQ</td>\n",
+       "      <td>4475</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N902DE</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143240</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N810UA</td>\n",
+       "      <td>606</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N821UA</td>\n",
+       "      <td>699</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35204</td>\n",
+       "      <td>1200</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N965DL</td>\n",
+       "      <td>1231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143245</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N667MQ</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N353NB</td>\n",
+       "      <td>935</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87512</td>\n",
+       "      <td>1593</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N309US</td>\n",
+       "      <td>2027</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21144</td>\n",
+       "      <td>3257</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143261</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N630JB</td>\n",
+       "      <td>157</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>12</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N527UA</td>\n",
+       "      <td>280</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143267</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1041</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N678DL</td>\n",
+       "      <td>847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143269</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N949AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N612JB</td>\n",
+       "      <td>1063</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24706</td>\n",
+       "      <td>1281</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N616DL</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N900DE</td>\n",
+       "      <td>1902</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>420.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>415.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143279</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N965UW</td>\n",
+       "      <td>2134</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N230WN</td>\n",
+       "      <td>518</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N361NB</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143283</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N677UA</td>\n",
+       "      <td>698</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76523</td>\n",
+       "      <td>1106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>362.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3315</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N490AA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N828UA</td>\n",
+       "      <td>799</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143293</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8932C</td>\n",
+       "      <td>3968</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GAAA</td>\n",
+       "      <td>763</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>376.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>359.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301NB</td>\n",
+       "      <td>2219</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N429UA</td>\n",
+       "      <td>355</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143300</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3436</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N591JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N558UW</td>\n",
+       "      <td>720</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>4975</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N935XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N520UW</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N521JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>4088</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N319NB</td>\n",
+       "      <td>1344</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4158</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JUAA</td>\n",
+       "      <td>1925</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14228</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5475</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>4612</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N966AT</td>\n",
+       "      <td>620</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>379.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>422.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>1174</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N672DL</td>\n",
+       "      <td>2247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N374NW</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N612DL</td>\n",
+       "      <td>2347</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N725SW</td>\n",
+       "      <td>2355</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N708JB</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143335</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N6710E</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N937DL</td>\n",
+       "      <td>2098</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>4447</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AFAA</td>\n",
+       "      <td>759</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143344</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N675AW</td>\n",
+       "      <td>449</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>393</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N325US</td>\n",
+       "      <td>1935</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N763JB</td>\n",
+       "      <td>143</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N607JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N651JB</td>\n",
+       "      <td>9</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143354</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EYAA</td>\n",
+       "      <td>1790</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N571UA</td>\n",
+       "      <td>509</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143360</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N365NB</td>\n",
+       "      <td>706</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N443UA</td>\n",
+       "      <td>597</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143367</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N746SW</td>\n",
+       "      <td>732</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N956AT</td>\n",
+       "      <td>623</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143371</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N357NW</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>4479</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N494AA</td>\n",
+       "      <td>773</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8828D</td>\n",
+       "      <td>4277</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N550UW</td>\n",
+       "      <td>373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N366NW</td>\n",
+       "      <td>1779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N571JB</td>\n",
+       "      <td>537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>4525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57864</td>\n",
+       "      <td>1721</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N438AA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N729JB</td>\n",
+       "      <td>173</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJC</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N369NB</td>\n",
+       "      <td>1367</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143394</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>139</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143395</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FKAA</td>\n",
+       "      <td>1073</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N326NB</td>\n",
+       "      <td>1473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17244</td>\n",
+       "      <td>1275</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>74</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4484</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N189UW</td>\n",
+       "      <td>1973</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N390DA</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NW</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N211WN</td>\n",
+       "      <td>430</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N505JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N802UA</td>\n",
+       "      <td>687</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N487UA</td>\n",
+       "      <td>423</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N15712</td>\n",
+       "      <td>1144</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N621JB</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N659DL</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N321NB</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N928MQ</td>\n",
+       "      <td>3944</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75851</td>\n",
+       "      <td>1127</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4104</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JAAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33284</td>\n",
+       "      <td>1116</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HCAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14214</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143442</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AMAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3730B</td>\n",
+       "      <td>1345</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N293WN</td>\n",
+       "      <td>551</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3439</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N350NA</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N603JB</td>\n",
+       "      <td>989</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N849UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14204</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26208</td>\n",
+       "      <td>1064</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N308DE</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N642AA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>4223</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N661JB</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CDAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143465</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N592JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143466</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21154</td>\n",
+       "      <td>3815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N563JB</td>\n",
+       "      <td>147</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N919DE</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KCAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143471</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N993DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143472</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N312US</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N633JB</td>\n",
+       "      <td>91</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24715</td>\n",
+       "      <td>1654</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77530</td>\n",
+       "      <td>1227</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14117</td>\n",
+       "      <td>4703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N324NB</td>\n",
+       "      <td>1129</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N309AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3767</td>\n",
+       "      <td>1629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5ETAA</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>EGE</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>1746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N519MQ</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N478AA</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JTAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N757LV</td>\n",
+       "      <td>475</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37277</td>\n",
+       "      <td>1139</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N516MQ</td>\n",
+       "      <td>4674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GEAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8886A</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GWAA</td>\n",
+       "      <td>1787</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143504</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N831UA</td>\n",
+       "      <td>254</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8516C</td>\n",
+       "      <td>4059</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>549</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77518</td>\n",
+       "      <td>1437</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N347NB</td>\n",
+       "      <td>1433</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76265</td>\n",
+       "      <td>80</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N768SW</td>\n",
+       "      <td>2327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N265WN</td>\n",
+       "      <td>2714</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N579UA</td>\n",
+       "      <td>316</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33294</td>\n",
+       "      <td>1462</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N606JB</td>\n",
+       "      <td>155</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143516</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>4626</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N136DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N630VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N54711</td>\n",
+       "      <td>1482</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YPAA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N487AA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N321US</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73275</td>\n",
+       "      <td>1244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N708EV</td>\n",
+       "      <td>5466</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N643JB</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N239JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18114</td>\n",
+       "      <td>5681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N25705</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21130</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AUAA</td>\n",
+       "      <td>119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>393.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>386.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N486UA</td>\n",
+       "      <td>404</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N569UA</td>\n",
+       "      <td>961</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N519JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N403UA</td>\n",
+       "      <td>390</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N841UA</td>\n",
+       "      <td>554</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143541</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N640JB</td>\n",
+       "      <td>39</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N850UA</td>\n",
+       "      <td>784</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N569JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87507</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EAAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143548</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87527</td>\n",
+       "      <td>1637</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N955WN</td>\n",
+       "      <td>519</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N543MQ</td>\n",
+       "      <td>3744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CCAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143552</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N934DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143555</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N67171</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34111</td>\n",
+       "      <td>4206</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143557</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11165</td>\n",
+       "      <td>4276</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N976DL</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37255</td>\n",
+       "      <td>1066</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16703</td>\n",
+       "      <td>1645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>4660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143564</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37281</td>\n",
+       "      <td>1292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N653JB</td>\n",
+       "      <td>43</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143566</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N915DE</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N736MQ</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N949AT</td>\n",
+       "      <td>354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5157</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N535JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>5325</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHO</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>305</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>422.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>701</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N327NW</td>\n",
+       "      <td>2155</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>727.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1010.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JUAA</td>\n",
+       "      <td>707</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>732.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>855.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>905</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>809.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>943.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N537UW</td>\n",
+       "      <td>1539</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>835.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>952.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N522MQ</td>\n",
+       "      <td>3737</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143955</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>927.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1234.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N577UA</td>\n",
+       "      <td>991</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143966</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>943.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1216.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N708JB</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143989</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1015.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1127.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N294JB</td>\n",
+       "      <td>20</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>143991</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1019.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1149.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>885</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144003</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1043.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1316.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N496UA</td>\n",
+       "      <td>752</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144006</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1046.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DDAA</td>\n",
+       "      <td>647</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144008</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1048.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N437UA</td>\n",
+       "      <td>722</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1122.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N628AA</td>\n",
+       "      <td>1871</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144040</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1144.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1314.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4443</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144061</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1158.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1306.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14204</td>\n",
+       "      <td>4180</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144076</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>673</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144093</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>1</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144106</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N460UA</td>\n",
+       "      <td>206</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>1174</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144114</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N239JB</td>\n",
+       "      <td>24</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>4426</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144141</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1412.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>32</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N332NB</td>\n",
+       "      <td>401</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24128</td>\n",
+       "      <td>4129</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144166</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N571JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N715JB</td>\n",
+       "      <td>991</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1524.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144252</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N461UA</td>\n",
+       "      <td>569</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4372</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144279</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>1275</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144315</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N610MQ</td>\n",
+       "      <td>3985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76515</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N708JB</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N569JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3384</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N496UA</td>\n",
+       "      <td>508</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24128</td>\n",
+       "      <td>3273</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N437UA</td>\n",
+       "      <td>619</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17730</td>\n",
+       "      <td>1562</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144386</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N383AA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N202FR</td>\n",
+       "      <td>797</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N345AA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>989</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N190UW</td>\n",
+       "      <td>1973</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N525UA</td>\n",
+       "      <td>535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>39</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77296</td>\n",
+       "      <td>1225</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N615JB</td>\n",
+       "      <td>677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N656JB</td>\n",
+       "      <td>701</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N821MQ</td>\n",
+       "      <td>4449</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N537JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N658JB</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>713</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14116</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144524</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>112</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1253.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34110</td>\n",
+       "      <td>4297</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1117.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>389</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144817</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BYAA</td>\n",
+       "      <td>731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11164</td>\n",
+       "      <td>4529</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>4221</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>3268</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>144993</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N434WN</td>\n",
+       "      <td>2444</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N575UA</td>\n",
+       "      <td>210</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N507JB</td>\n",
+       "      <td>1783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11140</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145086</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12221</td>\n",
+       "      <td>1739</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145105</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12157</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N547JB</td>\n",
+       "      <td>157</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145163</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145169</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N544MQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N440UA</td>\n",
+       "      <td>508</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N585JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N563JB</td>\n",
+       "      <td>675</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JKAA</td>\n",
+       "      <td>763</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145182</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3442</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145183</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37468</td>\n",
+       "      <td>1602</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145218</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GBAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N779JB</td>\n",
+       "      <td>74</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>393</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145283</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11140</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N307JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13903</td>\n",
+       "      <td>4644</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3470</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4451</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>602</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HXAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N31412</td>\n",
+       "      <td>1547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34110</td>\n",
+       "      <td>3805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145367</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57852</td>\n",
+       "      <td>1139</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145378</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38417</td>\n",
+       "      <td>1471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77258</td>\n",
+       "      <td>1292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145395</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76519</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3340</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N742PS</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145419</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N583JB</td>\n",
+       "      <td>325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11140</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12157</td>\n",
+       "      <td>5670</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>752.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1114.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12238</td>\n",
+       "      <td>1714</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>800.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>915.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N544MQ</td>\n",
+       "      <td>3768</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>901.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N999DN</td>\n",
+       "      <td>2003</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1007.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1207.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N808MQ</td>\n",
+       "      <td>4670</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1324.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>4389</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1148.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1306.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1156.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1224.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N333NW</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>145988</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>4640</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N367NW</td>\n",
+       "      <td>1705</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146056</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11164</td>\n",
+       "      <td>5915</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N723TW</td>\n",
+       "      <td>963</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146099</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8921B</td>\n",
+       "      <td>4178</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146163</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N826MQ</td>\n",
+       "      <td>3985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N622VA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3437</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>745</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146217</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N633JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N812AY</td>\n",
+       "      <td>4277</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N646SW</td>\n",
+       "      <td>962</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N306DQ</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4570</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N813AY</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N507US</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N336NB</td>\n",
+       "      <td>1433</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N821MQ</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8533D</td>\n",
+       "      <td>3650</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5594</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3439</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8696C</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146386</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N522MQ</td>\n",
+       "      <td>3744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>4584</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N768JB</td>\n",
+       "      <td>199</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N569JB</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146410</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146411</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N309JB</td>\n",
+       "      <td>608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N294JB</td>\n",
+       "      <td>515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>394.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>391.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N239JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>128</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>104</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146419</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N422WN</td>\n",
+       "      <td>115</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>383.0</td>\n",
+       "      <td>424.0</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N564JB</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>806.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1117.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N382SW</td>\n",
+       "      <td>815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>819.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>930.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>1305</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1012.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1220.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>4221</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8837B</td>\n",
+       "      <td>4065</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>659</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1143.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ACAA</td>\n",
+       "      <td>731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CAAA</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>4147</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N325US</td>\n",
+       "      <td>1174</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1516.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N400WN</td>\n",
+       "      <td>3209</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1041</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>4943</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N564JB</td>\n",
+       "      <td>63</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146980</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>5968</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146984</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76504</td>\n",
+       "      <td>1122</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146989</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N946UW</td>\n",
+       "      <td>2132</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146993</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8533D</td>\n",
+       "      <td>4105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>146996</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N530UA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147010</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4534</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N618AA</td>\n",
+       "      <td>1769</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147021</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N512UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N321NB</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147031</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>4398</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147039</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3436</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147040</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12122</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147051</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N6EAMQ</td>\n",
+       "      <td>4622</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147055</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>4415</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147056</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8733G</td>\n",
+       "      <td>4178</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147057</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N822UA</td>\n",
+       "      <td>668</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147058</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14204</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147059</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CPAA</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147071</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N929AT</td>\n",
+       "      <td>620</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147073</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N310DE</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>12</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147077</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N635DL</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N391CA</td>\n",
+       "      <td>5486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147081</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>143</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N518AA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147085</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N662DN</td>\n",
+       "      <td>847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N708JB</td>\n",
+       "      <td>393</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147089</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N848UA</td>\n",
+       "      <td>687</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147093</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N316NB</td>\n",
+       "      <td>1473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147096</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147097</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3315</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147100</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N193UW</td>\n",
+       "      <td>1012</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147107</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N502UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N803UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147110</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N958DL</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147111</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N622AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147112</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N370NW</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147113</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8894A</td>\n",
+       "      <td>4135</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147114</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3761R</td>\n",
+       "      <td>1629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147115</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N894AT</td>\n",
+       "      <td>806</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CRAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147117</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N246LV</td>\n",
+       "      <td>573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147118</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N333NW</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147119</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N309US</td>\n",
+       "      <td>1779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147121</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N768SW</td>\n",
+       "      <td>4490</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147122</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N855UA</td>\n",
+       "      <td>784</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N429UA</td>\n",
+       "      <td>719</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147133</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N742PS</td>\n",
+       "      <td>2183</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N921DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3442</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147137</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N807MQ</td>\n",
+       "      <td>4479</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N323AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147140</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16703</td>\n",
+       "      <td>1259</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147145</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N562JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N504JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N695DL</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N464WN</td>\n",
+       "      <td>3428</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147150</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17233</td>\n",
+       "      <td>1177</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147151</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N757UW</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147156</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N928MQ</td>\n",
+       "      <td>3985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147159</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4104</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147166</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>4626</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147167</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N207FR</td>\n",
+       "      <td>797</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147172</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N631AA</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>EGE</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>1746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147177</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N630VA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147181</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N776WN</td>\n",
+       "      <td>2805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N508UA</td>\n",
+       "      <td>535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GHAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11165</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YNAA</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147200</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N943AT</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147204</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147209</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EYAA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>4086</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147216</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33203</td>\n",
+       "      <td>1654</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4130</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147222</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>3443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N5PBMQ</td>\n",
+       "      <td>3730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147226</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14568</td>\n",
+       "      <td>3805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147227</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N981DL</td>\n",
+       "      <td>2190</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N736MQ</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CRW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>444</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147232</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FNAA</td>\n",
+       "      <td>1787</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ENAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N831UA</td>\n",
+       "      <td>463</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N351NW</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N739GB</td>\n",
+       "      <td>962</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147240</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N439AA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N737MQ</td>\n",
+       "      <td>4484</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N730MQ</td>\n",
+       "      <td>4569</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>139</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147249</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N320NB</td>\n",
+       "      <td>1129</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N310NW</td>\n",
+       "      <td>2370</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N821UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147252</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147253</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N510UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N747SA</td>\n",
+       "      <td>3696</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147255</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14204</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N716EV</td>\n",
+       "      <td>5472</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>296</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17196</td>\n",
+       "      <td>4258</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N909DE</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147267</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4219</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N358NB</td>\n",
+       "      <td>1433</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>5325</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHO</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>305</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N712JB</td>\n",
+       "      <td>39</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5594</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DUAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8694A</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N956AT</td>\n",
+       "      <td>354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147283</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8696C</td>\n",
+       "      <td>4277</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11189</td>\n",
+       "      <td>4132</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N742PS</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8888D</td>\n",
+       "      <td>3650</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147288</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N910XJ</td>\n",
+       "      <td>3439</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N325US</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147293</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14105</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11544</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N521MQ</td>\n",
+       "      <td>3744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4206</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147300</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>5157</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>701</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12122</td>\n",
+       "      <td>5670</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N715JB</td>\n",
+       "      <td>112</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N665JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>457.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N640JB</td>\n",
+       "      <td>739</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PSE</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1617</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>806.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>921.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N309JB</td>\n",
+       "      <td>1305</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>822.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1130.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N400WN</td>\n",
+       "      <td>815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>936.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1152.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4676</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1027.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1228.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11113</td>\n",
+       "      <td>4107</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1042.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17115</td>\n",
+       "      <td>4689</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1229.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>4143</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1123.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N607JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1127.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>600</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1229.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3792</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N807JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>4577</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>4475</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>147925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1524.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>4983</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148003</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4372</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N622AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148055</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N939MQ</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148086</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>4579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148089</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N359NW</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148093</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17115</td>\n",
+       "      <td>4357</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148106</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4415</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N507JB</td>\n",
+       "      <td>36</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148151</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148184</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8694A</td>\n",
+       "      <td>4019</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4701</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11164</td>\n",
+       "      <td>4390</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>4661</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11109</td>\n",
+       "      <td>4570</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N703JB</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N717TW</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148283</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12122</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11113</td>\n",
+       "      <td>4509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N387AA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N709JB</td>\n",
+       "      <td>39</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148315</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N735SA</td>\n",
+       "      <td>184</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XMAA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>4206</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N253WN</td>\n",
+       "      <td>115</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>925.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4709</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>926.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N391CA</td>\n",
+       "      <td>5020</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148661</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1033.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N333NW</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148662</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1033.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1234.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33714</td>\n",
+       "      <td>1597</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>EGE</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1725</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1209.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11106</td>\n",
+       "      <td>4269</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1217.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>4221</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14198</td>\n",
+       "      <td>4149</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14902</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>406.0</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>384.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N474UA</td>\n",
+       "      <td>287</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N608QX</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GLAA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148883</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14543</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16561</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148972</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>148977</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4372</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DHAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149027</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13995</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149033</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4398</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149040</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N356NW</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149057</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11109</td>\n",
+       "      <td>4357</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149058</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11106</td>\n",
+       "      <td>4703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149075</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149078</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37465</td>\n",
+       "      <td>1683</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N333NW</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149096</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149100</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149105</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N307DQ</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149119</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12145</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149121</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N667UA</td>\n",
+       "      <td>698</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149126</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N585AA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149174</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3470</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N731SA</td>\n",
+       "      <td>3428</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149200</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21130</td>\n",
+       "      <td>4570</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149204</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4644</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149218</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N817UA</td>\n",
+       "      <td>589</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149233</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N454AA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N976DL</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11150</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N534UA</td>\n",
+       "      <td>552</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149240</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N825AY</td>\n",
+       "      <td>3798</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16561</td>\n",
+       "      <td>4663</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149261</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N589JB</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N370AA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301NB</td>\n",
+       "      <td>1433</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N736MQ</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N804MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>4509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>4258</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N535JB</td>\n",
+       "      <td>801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>4566</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149300</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14543</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14219</td>\n",
+       "      <td>1066</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>199</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149315</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4350</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4086</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N316JB</td>\n",
+       "      <td>701</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>104</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>851.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1045.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>851.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1030.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>904.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1059.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12126</td>\n",
+       "      <td>4532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>906.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1011.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N68453</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149592</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1055.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YRAA</td>\n",
+       "      <td>313</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1051.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DHAA</td>\n",
+       "      <td>717</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1056.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14125</td>\n",
+       "      <td>4689</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149713</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1203.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1339.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4149</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1252.0</td>\n",
+       "      <td>368.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>380.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11119</td>\n",
+       "      <td>4138</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N354AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>368.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4693</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N712JB</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12126</td>\n",
+       "      <td>4129</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149818</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149845</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N836AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17138</td>\n",
+       "      <td>4612</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N828UA</td>\n",
+       "      <td>292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N784JB</td>\n",
+       "      <td>1783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149869</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14177</td>\n",
+       "      <td>4681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N796JB</td>\n",
+       "      <td>615</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1041</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17146</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>3837</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149976</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>149986</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>4088</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150002</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>4703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N910DE</td>\n",
+       "      <td>2098</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150039</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14125</td>\n",
+       "      <td>4357</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150051</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17159</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150052</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N563JB</td>\n",
+       "      <td>143</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150072</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12126</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150078</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EPAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150093</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>36</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150098</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14543</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150105</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13161</td>\n",
+       "      <td>4562</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150135</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N338AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>376.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CKAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150174</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11150</td>\n",
+       "      <td>5679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N534JB</td>\n",
+       "      <td>989</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150188</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N357NB</td>\n",
+       "      <td>706</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>4701</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>3805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33714</td>\n",
+       "      <td>1144</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150220</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150228</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11181</td>\n",
+       "      <td>4644</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150229</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14991</td>\n",
+       "      <td>4153</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150232</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150233</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150252</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4086</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150253</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17146</td>\n",
+       "      <td>4663</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N826UA</td>\n",
+       "      <td>554</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150269</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N910XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>5681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N796JB</td>\n",
+       "      <td>801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11187</td>\n",
+       "      <td>4132</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N570JB</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17159</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150288</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13969</td>\n",
+       "      <td>4570</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>4353</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N239JB</td>\n",
+       "      <td>128</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>815.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1104.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N760JB</td>\n",
+       "      <td>987</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>845.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>4219</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>937.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1256.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N910DE</td>\n",
+       "      <td>1879</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>953.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1319.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N580UA</td>\n",
+       "      <td>752</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1044.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N7ASAA</td>\n",
+       "      <td>647</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150580</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1108.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1313.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N392DA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1114.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N550UA</td>\n",
+       "      <td>470</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>5485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150705</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1534.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>32</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>5913</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>3826</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>4975</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1041</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150832</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4372</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N937DL</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150846</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N519AA</td>\n",
+       "      <td>2223</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150863</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8903A</td>\n",
+       "      <td>4147</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4369</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150894</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>393</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N668AW</td>\n",
+       "      <td>678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N667UA</td>\n",
+       "      <td>684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N580UA</td>\n",
+       "      <td>533</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N910DE</td>\n",
+       "      <td>2079</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N588JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N568JB</td>\n",
+       "      <td>74</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150946</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N19136</td>\n",
+       "      <td>1712</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N364NW</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N457UA</td>\n",
+       "      <td>508</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150980</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>143</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>150996</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N312US</td>\n",
+       "      <td>1779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151008</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N722EV</td>\n",
+       "      <td>5602</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151017</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N579UA</td>\n",
+       "      <td>552</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23707</td>\n",
+       "      <td>1170</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151047</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N489UA</td>\n",
+       "      <td>299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FXAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151050</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N556UA</td>\n",
+       "      <td>296</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151051</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N935XJ</td>\n",
+       "      <td>3470</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151069</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14125</td>\n",
+       "      <td>4206</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151077</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N583JB</td>\n",
+       "      <td>112</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151081</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N929DL</td>\n",
+       "      <td>1247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>849.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N368NB</td>\n",
+       "      <td>807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1032.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1349.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N707TW</td>\n",
+       "      <td>120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1044.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1216.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>20</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151335</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1049.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>4711</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1123.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1257.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N428UA</td>\n",
+       "      <td>649</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1137.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N848VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>394.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1208.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75432</td>\n",
+       "      <td>1294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N369NB</td>\n",
+       "      <td>1875</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151541</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>1006</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N564JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14125</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N540UW</td>\n",
+       "      <td>720</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151639</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8587E</td>\n",
+       "      <td>4357</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151697</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>4539</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151699</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CSAA</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151732</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8492C</td>\n",
+       "      <td>4105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N989DL</td>\n",
+       "      <td>1231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N991DL</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12221</td>\n",
+       "      <td>1654</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>3818</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>4258</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151951</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11184</td>\n",
+       "      <td>4132</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151955</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151956</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>3817</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18114</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>5681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N573UA</td>\n",
+       "      <td>794</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151963</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12172</td>\n",
+       "      <td>4206</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151972</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14125</td>\n",
+       "      <td>5670</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151973</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14105</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>911.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>915.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N927DA</td>\n",
+       "      <td>2119</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151984</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N760JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151985</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>385.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N675DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151986</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N805JB</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151987</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151988</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N841AY</td>\n",
+       "      <td>3798</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151989</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N505JB</td>\n",
+       "      <td>325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151991</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24128</td>\n",
+       "      <td>5670</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4258</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151993</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>4206</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151994</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151996</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151997</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N472WN</td>\n",
+       "      <td>3696</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>112</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>151999</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>412.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N588UA</td>\n",
+       "      <td>316</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152000</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>412.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N316JB</td>\n",
+       "      <td>515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8495B</td>\n",
+       "      <td>3650</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152002</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N335NW</td>\n",
+       "      <td>2155</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152003</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152004</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>359.0</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>377.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4153</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152006</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N294JB</td>\n",
+       "      <td>608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>371.0</td>\n",
+       "      <td>524.0</td>\n",
+       "      <td>402.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N328NW</td>\n",
+       "      <td>2370</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152008</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>535.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N508JB</td>\n",
+       "      <td>739</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PSE</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1617</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152009</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152010</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N920AT</td>\n",
+       "      <td>354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N417WN</td>\n",
+       "      <td>115</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152140</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>740.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>911.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152143</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>742.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N536UA</td>\n",
+       "      <td>387</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>804.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18120</td>\n",
+       "      <td>4241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>199</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152228</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>849.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>3828</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152267</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>923.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>4600</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1020.0</td>\n",
+       "      <td>800.0</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>784.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N624AG</td>\n",
+       "      <td>2363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1047.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N459WN</td>\n",
+       "      <td>2074</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1124.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N592JB</td>\n",
+       "      <td>1101</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1205.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N391CA</td>\n",
+       "      <td>5134</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1216.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4269</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1220.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N825AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1227.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N761ND</td>\n",
+       "      <td>5277</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1230.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YCAA</td>\n",
+       "      <td>1589</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152410</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1233.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1334.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4221</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14204</td>\n",
+       "      <td>3257</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N231WN</td>\n",
+       "      <td>3839</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152524</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76064</td>\n",
+       "      <td>15</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>654.0</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12160</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>3837</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>4088</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152564</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27200</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N920AT</td>\n",
+       "      <td>357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14991</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N820AS</td>\n",
+       "      <td>5766</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N943DL</td>\n",
+       "      <td>2079</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12172</td>\n",
+       "      <td>3810</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152661</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4447</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152663</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8492C</td>\n",
+       "      <td>4135</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152686</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152690</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N901DE</td>\n",
+       "      <td>1902</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152691</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N554AA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N501MJ</td>\n",
+       "      <td>3788</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152713</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8423C</td>\n",
+       "      <td>3968</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N638JB</td>\n",
+       "      <td>143</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14173</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8790A</td>\n",
+       "      <td>4178</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N337NB</td>\n",
+       "      <td>1473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21197</td>\n",
+       "      <td>4562</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N949DL</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152765</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3730B</td>\n",
+       "      <td>1387</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N956AT</td>\n",
+       "      <td>806</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>217</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>4484</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14568</td>\n",
+       "      <td>4701</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N251WN</td>\n",
+       "      <td>3872</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3442</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N285WN</td>\n",
+       "      <td>2805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152808</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N758US</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N231WN</td>\n",
+       "      <td>962</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>4570</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N336NB</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N340NB</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87513</td>\n",
+       "      <td>1177</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N926DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>4674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152832</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N991DL</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152834</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DDAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N929DL</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8560F</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152837</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N365NB</td>\n",
+       "      <td>1097</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N500MQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>483</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N374NW</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3751B</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152845</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N407UA</td>\n",
+       "      <td>390</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152846</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>4644</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78509</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152852</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N850UA</td>\n",
+       "      <td>626</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N302DQ</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N854UA</td>\n",
+       "      <td>524</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152857</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N959UW</td>\n",
+       "      <td>2142</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N1603</td>\n",
+       "      <td>951</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>3805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152862</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152863</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N824UA</td>\n",
+       "      <td>784</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37290</td>\n",
+       "      <td>1292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N303DQ</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>380.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N674DL</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N633DL</td>\n",
+       "      <td>6</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152868</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152869</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EUAA</td>\n",
+       "      <td>1787</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N336NW</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152872</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N454UA</td>\n",
+       "      <td>686</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N958AT</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8665A</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152876</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N322US</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152877</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12135</td>\n",
+       "      <td>4509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152878</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N15710</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14180</td>\n",
+       "      <td>4132</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152880</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21129</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152883</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N0EGMQ</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N807JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33292</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N589AA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>4584</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152891</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>39</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N557UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3444</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152894</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CBAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>3817</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24212</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152897</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N824MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152898</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N319NB</td>\n",
+       "      <td>1433</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>443.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>506.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N908XJ</td>\n",
+       "      <td>3340</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152902</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N827UA</td>\n",
+       "      <td>852</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N527UA</td>\n",
+       "      <td>552</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152904</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>3744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N338AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>701</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YAAA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152910</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N754UW</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3736C</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>199</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N642VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152916</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152919</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N25134</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N764US</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>383.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N610DL</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>5681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152965</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>152968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>729.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>910.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N391CA</td>\n",
+       "      <td>5068</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>733.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1006.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N190UW</td>\n",
+       "      <td>1507</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>745.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1105.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N591JB</td>\n",
+       "      <td>507</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153089</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>755.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>949.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N751UW</td>\n",
+       "      <td>829</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>825.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>952.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14173</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153137</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>836.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1030.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21154</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153150</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>845.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1039.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4344</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153166</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>857.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14568</td>\n",
+       "      <td>4099</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>909.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N600QX</td>\n",
+       "      <td>4901</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>909.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1224.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>3828</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153187</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>909.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1158.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N719MQ</td>\n",
+       "      <td>4534</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>912.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1155.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4157</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153201</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>923.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N640JB</td>\n",
+       "      <td>901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>936.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1246.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>4532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153220</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>951.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N947UW</td>\n",
+       "      <td>2118</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153232</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1000.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1318.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N332NW</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1012.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4107</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153245</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1017.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4409</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153253</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1042.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>4297</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1055.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N455UA</td>\n",
+       "      <td>309</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1124.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1257.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N625SW</td>\n",
+       "      <td>1809</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1138.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11176</td>\n",
+       "      <td>4298</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1144.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1156.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17245</td>\n",
+       "      <td>1214</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1203.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N81449</td>\n",
+       "      <td>109</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1208.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N684DA</td>\n",
+       "      <td>1647</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1408.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7734H</td>\n",
+       "      <td>292</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>1</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N709EV</td>\n",
+       "      <td>4948</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N328NW</td>\n",
+       "      <td>1174</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>3257</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>4286</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153382</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13969</td>\n",
+       "      <td>4121</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153389</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N436UA</td>\n",
+       "      <td>380</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1414.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N720EV</td>\n",
+       "      <td>4950</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1414.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>4681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36447</td>\n",
+       "      <td>1708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N657JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N487UA</td>\n",
+       "      <td>617</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153442</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4155</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>4628</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N591JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N0EGMQ</td>\n",
+       "      <td>4577</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27733</td>\n",
+       "      <td>1528</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>3826</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N358NW</td>\n",
+       "      <td>1705</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>4975</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N638JB</td>\n",
+       "      <td>63</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4372</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N655JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N947DL</td>\n",
+       "      <td>1902</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N506AA</td>\n",
+       "      <td>883</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4534</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N715JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>5968</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N807MQ</td>\n",
+       "      <td>4403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N906AT</td>\n",
+       "      <td>721</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8577D</td>\n",
+       "      <td>3968</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13969</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153622</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N273AT</td>\n",
+       "      <td>620</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N600QX</td>\n",
+       "      <td>5486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N369NW</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4398</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N332NW</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N709EV</td>\n",
+       "      <td>4983</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153642</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N909EV</td>\n",
+       "      <td>5746</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12167</td>\n",
+       "      <td>4357</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17185</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153669</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14568</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153670</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N856MQ</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N640JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>3841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153687</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33262</td>\n",
+       "      <td>80</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153698</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N350NA</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153700</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153706</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153712</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N519JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153723</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>4413</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N606JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>4626</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XXAA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N651JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N928AT</td>\n",
+       "      <td>806</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14214</td>\n",
+       "      <td>1064</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CRW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>444</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8577D</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21129</td>\n",
+       "      <td>4390</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>4104</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8936A</td>\n",
+       "      <td>3798</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N328NW</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153818</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8611A</td>\n",
+       "      <td>4059</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>549</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13133</td>\n",
+       "      <td>4509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5705</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8560F</td>\n",
+       "      <td>4277</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153837</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>4219</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>4258</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N929DL</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N587AA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17245</td>\n",
+       "      <td>1128</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N951UW</td>\n",
+       "      <td>2142</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153852</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N906AT</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N807MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4570</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153868</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N559UW</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153869</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>155</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N723TW</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153872</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N934AT</td>\n",
+       "      <td>354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N545UA</td>\n",
+       "      <td>504</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153876</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>4571</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>4507</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N709EV</td>\n",
+       "      <td>5594</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153883</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N830AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37277</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N746JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N763JB</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>153893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N655JB</td>\n",
+       "      <td>112</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154092</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>807.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>948.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N391CA</td>\n",
+       "      <td>5068</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>834.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1121.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FRAA</td>\n",
+       "      <td>1815</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>948.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1144.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4521</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>950.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N583JB</td>\n",
+       "      <td>507</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1016.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12136</td>\n",
+       "      <td>4689</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154240</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1046.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14162</td>\n",
+       "      <td>4711</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1046.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1253.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4107</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1052.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N340NB</td>\n",
+       "      <td>2119</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154283</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>503</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FCAA</td>\n",
+       "      <td>731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1253.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13995</td>\n",
+       "      <td>4221</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1259.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1339.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>5134</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4628</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1534.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8577D</td>\n",
+       "      <td>4357</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>3810</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154616</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DBAA</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N583JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14162</td>\n",
+       "      <td>4357</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N825AS</td>\n",
+       "      <td>5764</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N294JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3442</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154700</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CRAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154711</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26210</td>\n",
+       "      <td>1721</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>4509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>3439</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154837</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N715JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4258</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N510UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154853</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8580A</td>\n",
+       "      <td>3798</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4086</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10156</td>\n",
+       "      <td>3817</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>3818</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154877</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14117</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154880</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N585JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>4571</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>154886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155114</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>842.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1044.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>4676</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155135</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>859.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1122.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>4532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>911.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1047.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3538</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>940.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N935AT</td>\n",
+       "      <td>346</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155188</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1002.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1203.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14162</td>\n",
+       "      <td>4689</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155209</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1027.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YNAA</td>\n",
+       "      <td>1589</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155213</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1033.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N361NW</td>\n",
+       "      <td>2379</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1239.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N836AY</td>\n",
+       "      <td>3613</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1152.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4405</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155283</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1157.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N640JB</td>\n",
+       "      <td>1471</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N877AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N558UA</td>\n",
+       "      <td>652</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4229</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N639JB</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1313.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N575AA</td>\n",
+       "      <td>743</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N618DL</td>\n",
+       "      <td>781</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>4389</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N947DL</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N631MQ</td>\n",
+       "      <td>4172</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>1275</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>4579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N975DL</td>\n",
+       "      <td>2079</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14162</td>\n",
+       "      <td>4357</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155580</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N378NW</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4135</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3436</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N511MJ</td>\n",
+       "      <td>3788</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N543UA</td>\n",
+       "      <td>676</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N614DL</td>\n",
+       "      <td>1773</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155648</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N371AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N562JB</td>\n",
+       "      <td>393</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155659</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35260</td>\n",
+       "      <td>80</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17233</td>\n",
+       "      <td>1624</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N564JB</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CSAA</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N361NW</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155703</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N703JB</td>\n",
+       "      <td>989</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155721</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8808H</td>\n",
+       "      <td>4147</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N816UA</td>\n",
+       "      <td>578</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3772H</td>\n",
+       "      <td>1629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CTAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N537JB</td>\n",
+       "      <td>155</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N545UA</td>\n",
+       "      <td>552</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4086</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ATAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155808</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N603JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38268</td>\n",
+       "      <td>1292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4258</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N941DL</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N503JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>4663</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155837</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14177</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155855</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N11206</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155858</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155863</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155872</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N947DL</td>\n",
+       "      <td>1247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155873</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N612JB</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156061</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>820.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1035.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N479UA</td>\n",
+       "      <td>311</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156076</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>828.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1049.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4122</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156141</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>935.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1051.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>940.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4600</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1144.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>4654</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1319.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N747SA</td>\n",
+       "      <td>3839</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NW</td>\n",
+       "      <td>1174</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4121</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24103</td>\n",
+       "      <td>4158</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N820AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156442</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76064</td>\n",
+       "      <td>15</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>643.0</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14186</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N512AA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N19136</td>\n",
+       "      <td>1665</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N253WN</td>\n",
+       "      <td>266</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156555</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77258</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N963DN</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12172</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156616</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35260</td>\n",
+       "      <td>1172</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156639</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CGAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4104</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4701</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27724</td>\n",
+       "      <td>1437</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156662</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3736C</td>\n",
+       "      <td>4</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156670</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39463</td>\n",
+       "      <td>1668</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156692</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N588UA</td>\n",
+       "      <td>280</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N394AA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N357NW</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156721</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>130</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N763JB</td>\n",
+       "      <td>74</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156732</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14105</td>\n",
+       "      <td>5679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156744</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N819AY</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4153</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156757</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14180</td>\n",
+       "      <td>4086</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N608QX</td>\n",
+       "      <td>5181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11187</td>\n",
+       "      <td>4570</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156775</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13718</td>\n",
+       "      <td>1144</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N993DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14171</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FAAA</td>\n",
+       "      <td>119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N9EAMQ</td>\n",
+       "      <td>3730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N33182</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N536UA</td>\n",
+       "      <td>358</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>3818</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>4566</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NW</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N580UA</td>\n",
+       "      <td>794</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156834</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N584UA</td>\n",
+       "      <td>461</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N316JB</td>\n",
+       "      <td>515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N568JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>855.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1038.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>3809</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157064</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>927.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N257WN</td>\n",
+       "      <td>878</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>934.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24715</td>\n",
+       "      <td>1479</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STT</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1634</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157075</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>940.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BCAA</td>\n",
+       "      <td>717</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157083</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>955.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N845MQ</td>\n",
+       "      <td>4406</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157085</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>957.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N515UA</td>\n",
+       "      <td>683</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157103</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1028.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N203WN</td>\n",
+       "      <td>1835</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157117</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1050.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1228.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N343NB</td>\n",
+       "      <td>831</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157122</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1055.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N308DE</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157143</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N386AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157151</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1259.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1334.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>885</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157214</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3355</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>66</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N845MQ</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N19141</td>\n",
+       "      <td>1584</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N482WN</td>\n",
+       "      <td>1857</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>1275</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N435UA</td>\n",
+       "      <td>538</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N568AA</td>\n",
+       "      <td>883</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157378</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ERAA</td>\n",
+       "      <td>1039</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157389</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39450</td>\n",
+       "      <td>1739</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N925WN</td>\n",
+       "      <td>2088</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>4975</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37298</td>\n",
+       "      <td>125</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N695CA</td>\n",
+       "      <td>5586</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N923XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>12</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78501</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N623DL</td>\n",
+       "      <td>877</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N319US</td>\n",
+       "      <td>2027</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N382DA</td>\n",
+       "      <td>1387</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N617AA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3437</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>745</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8505Q</td>\n",
+       "      <td>4183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4154</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N515UA</td>\n",
+       "      <td>268</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N202AA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N373NW</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N845MQ</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N588JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157524</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>989</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N391CA</td>\n",
+       "      <td>5472</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>296</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>143</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N980DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N957DL</td>\n",
+       "      <td>2190</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N309DE</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N205FR</td>\n",
+       "      <td>797</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N819AY</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N553UA</td>\n",
+       "      <td>742</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157603</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N572UA</td>\n",
+       "      <td>696</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157608</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N815UA</td>\n",
+       "      <td>296</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N803UA</td>\n",
+       "      <td>528</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4206</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N856MQ</td>\n",
+       "      <td>4449</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157616</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N983AT</td>\n",
+       "      <td>354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N697SW</td>\n",
+       "      <td>807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157626</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>4132</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>128</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157707</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>732.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>948.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N540UA</td>\n",
+       "      <td>511</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>901.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CGAA</td>\n",
+       "      <td>1141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>933.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NW</td>\n",
+       "      <td>914</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1002.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5212</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1033.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N378NW</td>\n",
+       "      <td>1885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157956</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1227.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N331NW</td>\n",
+       "      <td>1875</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CJAA</td>\n",
+       "      <td>2099</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N353NW</td>\n",
+       "      <td>1174</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N349NB</td>\n",
+       "      <td>1552</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157980</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N975DL</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1325.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EMAA</td>\n",
+       "      <td>1623</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157999</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1327.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N343NB</td>\n",
+       "      <td>2044</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N802MQ</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158043</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1414.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N373SW</td>\n",
+       "      <td>28</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158051</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4416</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158102</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11193</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158115</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37293</td>\n",
+       "      <td>1233</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158126</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158135</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158163</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158201</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FKAA</td>\n",
+       "      <td>1769</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158205</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12125</td>\n",
+       "      <td>1665</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158208</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N736MQ</td>\n",
+       "      <td>4491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N661JB</td>\n",
+       "      <td>63</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11121</td>\n",
+       "      <td>4372</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158264</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N33182</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N719MQ</td>\n",
+       "      <td>4429</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N378NW</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4539</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13124</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N802MQ</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N612JB</td>\n",
+       "      <td>9</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N321US</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BHAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N920DE</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158386</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>130</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158395</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4451</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>602</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N331NW</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3439</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3442</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158419</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3470</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73278</td>\n",
+       "      <td>1159</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>4593</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N902DE</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N975DL</td>\n",
+       "      <td>2190</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11121</td>\n",
+       "      <td>4258</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N945UW</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N828UA</td>\n",
+       "      <td>696</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158465</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76502</td>\n",
+       "      <td>1292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8877A</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4155</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158472</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N507JB</td>\n",
+       "      <td>91</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N821JB</td>\n",
+       "      <td>645</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158476</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N373NW</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37287</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158482</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N349NB</td>\n",
+       "      <td>1433</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18101</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13124</td>\n",
+       "      <td>3818</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N353NW</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158504</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>3805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>408.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>402.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N561UA</td>\n",
+       "      <td>626</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N473UA</td>\n",
+       "      <td>424</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N653JB</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N566JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>104</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11127</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158516</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27190</td>\n",
+       "      <td>4206</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N453UA</td>\n",
+       "      <td>744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N625VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>704.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1036.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77520</td>\n",
+       "      <td>1077</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>710.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1013.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N563JB</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>842.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N502UA</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>847.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N546AA</td>\n",
+       "      <td>715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1017.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N556UA</td>\n",
+       "      <td>377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1105.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1319.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14143</td>\n",
+       "      <td>4638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N748UW</td>\n",
+       "      <td>1427</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158902</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1203.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4221</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1319.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N763US</td>\n",
+       "      <td>2171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8908D</td>\n",
+       "      <td>4065</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>659</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5277</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N802MQ</td>\n",
+       "      <td>4406</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N422UA</td>\n",
+       "      <td>296</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N815MQ</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158973</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4135</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158976</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N780SW</td>\n",
+       "      <td>1964</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158977</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N708UW</td>\n",
+       "      <td>2175</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158980</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>3826</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158982</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N563JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159021</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>3837</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159029</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27213</td>\n",
+       "      <td>1164</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N720EV</td>\n",
+       "      <td>4950</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159040</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159043</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>4983</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159052</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16183</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159055</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>390.0</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>370.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N456UA</td>\n",
+       "      <td>283</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159065</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159080</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N15710</td>\n",
+       "      <td>1266</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159085</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N179UW</td>\n",
+       "      <td>1445</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159086</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>1275</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3452</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159091</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N763US</td>\n",
+       "      <td>2179</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159101</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14991</td>\n",
+       "      <td>3821</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159124</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13969</td>\n",
+       "      <td>4372</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159125</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N919AT</td>\n",
+       "      <td>721</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159128</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N335NB</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34111</td>\n",
+       "      <td>3815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14188</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159150</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4534</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N660MQ</td>\n",
+       "      <td>4146</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159155</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>3436</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N947DL</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3758Y</td>\n",
+       "      <td>91</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159174</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4398</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159184</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3759</td>\n",
+       "      <td>1043</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N814UA</td>\n",
+       "      <td>355</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159201</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11194</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3766</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N309DE</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159218</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N754EV</td>\n",
+       "      <td>4997</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N492WN</td>\n",
+       "      <td>266</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N347AA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N201AA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159226</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N802MQ</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159229</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N376DA</td>\n",
+       "      <td>4</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159233</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N551UW</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N11206</td>\n",
+       "      <td>1287</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4562</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N676AW</td>\n",
+       "      <td>449</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>4644</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159253</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N568JB</td>\n",
+       "      <td>36</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159255</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>12</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N515MQ</td>\n",
+       "      <td>4661</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159257</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N440UA</td>\n",
+       "      <td>784</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N197JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159264</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N302NB</td>\n",
+       "      <td>2043</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DTAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N659JB</td>\n",
+       "      <td>9</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>139</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N335NW</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N826AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N305DQ</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76269</td>\n",
+       "      <td>80</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N220WN</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N215WN</td>\n",
+       "      <td>2805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N938DL</td>\n",
+       "      <td>2079</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CBAA</td>\n",
+       "      <td>119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N538UW</td>\n",
+       "      <td>1973</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N471AA</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N562JB</td>\n",
+       "      <td>155</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14125</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N245WN</td>\n",
+       "      <td>3428</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N823UA</td>\n",
+       "      <td>566</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159354</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N587AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N919AT</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XMAA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N527UA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7702A</td>\n",
+       "      <td>3872</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>3818</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>3444</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>5681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>39</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N398CA</td>\n",
+       "      <td>5181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>4566</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159394</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N28457</td>\n",
+       "      <td>1299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N232WN</td>\n",
+       "      <td>184</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5472</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>296</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N826AS</td>\n",
+       "      <td>5705</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N646JB</td>\n",
+       "      <td>43</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>701</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N588JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N206JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>815.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1052.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N641DL</td>\n",
+       "      <td>1547</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159706</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>827.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>205</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>846.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1045.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>4901</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>901.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1038.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8698A</td>\n",
+       "      <td>3611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4101</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1009.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1115.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N826AY</td>\n",
+       "      <td>4051</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1010.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1147.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N134EV</td>\n",
+       "      <td>4984</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>4107</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159877</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1327.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17560</td>\n",
+       "      <td>4135</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N434UA</td>\n",
+       "      <td>617</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N727SW</td>\n",
+       "      <td>266</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160208</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3436</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>4319</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160232</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>4562</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160269</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13903</td>\n",
+       "      <td>3815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4104</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11187</td>\n",
+       "      <td>3841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>5181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N708EV</td>\n",
+       "      <td>5157</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>4571</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N955DL</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160466</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1122.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>4548</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1357.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N684DA</td>\n",
+       "      <td>1529</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160855</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1153.0</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N483UA</td>\n",
+       "      <td>311</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N320NB</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1319.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>4269</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3353</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1325.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4229</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N673UA</td>\n",
+       "      <td>236</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>160971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4388</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161063</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>127</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161106</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N962DL</td>\n",
+       "      <td>2079</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161114</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17133</td>\n",
+       "      <td>1166</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161135</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N639MQ</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N680MQ</td>\n",
+       "      <td>4146</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161217</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14125</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161255</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N409UA</td>\n",
+       "      <td>987</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N932DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N779JB</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75851</td>\n",
+       "      <td>1127</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161334</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12157</td>\n",
+       "      <td>4390</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CGAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N842UA</td>\n",
+       "      <td>463</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N197JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>748.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>854.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>4354</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>750.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>946.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11109</td>\n",
+       "      <td>4250</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161643</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>825.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>936.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12135</td>\n",
+       "      <td>4533</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>852.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1106.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N332NB</td>\n",
+       "      <td>807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161712</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>919.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1121.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N197JB</td>\n",
+       "      <td>117</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>936.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1151.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11176</td>\n",
+       "      <td>4140</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>939.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1309.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N563JB</td>\n",
+       "      <td>403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1034.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N318US</td>\n",
+       "      <td>2395</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1038.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1205.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>885</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1051.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15985</td>\n",
+       "      <td>4389</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1143.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12135</td>\n",
+       "      <td>4405</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>4691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N729JB</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>66</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>625</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4388</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161973</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>4158</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>161994</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N935DL</td>\n",
+       "      <td>2044</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ALAA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N608QX</td>\n",
+       "      <td>4975</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1041</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162072</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N642AA</td>\n",
+       "      <td>1813</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162080</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13133</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162090</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N197JB</td>\n",
+       "      <td>119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162105</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N825AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162111</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>4223</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162117</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N801AY</td>\n",
+       "      <td>4147</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162123</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78509</td>\n",
+       "      <td>1122</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162128</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4372</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162184</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N485UA</td>\n",
+       "      <td>681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N668UA</td>\n",
+       "      <td>698</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N318US</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162200</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N530UA</td>\n",
+       "      <td>676</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CGAA</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>EGE</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>1746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4701</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162288</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>602</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162334</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162344</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4153</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4130</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3759</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>3805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N851MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162419</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N753US</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13133</td>\n",
+       "      <td>5670</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>803.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1027.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14902</td>\n",
+       "      <td>3828</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>816.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1129.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36444</td>\n",
+       "      <td>1525</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>818.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1139.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78524</td>\n",
+       "      <td>1701</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>851.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N821JB</td>\n",
+       "      <td>643</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162691</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>921.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1035.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4233</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>924.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3353</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1137.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34137</td>\n",
+       "      <td>1481</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162804</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N747UW</td>\n",
+       "      <td>1427</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N935DL</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N649JB</td>\n",
+       "      <td>1783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N522LR</td>\n",
+       "      <td>3788</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163146</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N852MQ</td>\n",
+       "      <td>4403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N30401</td>\n",
+       "      <td>1122</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163163</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CGAA</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N320AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3436</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N723TW</td>\n",
+       "      <td>1322</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163183</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14198</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163218</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CPAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N323AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HWAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163264</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N635AA</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>EGE</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>1746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N722TW</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>389.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>376.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N969DL</td>\n",
+       "      <td>1231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N852MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N600QX</td>\n",
+       "      <td>5157</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>833</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>707.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>937.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N539UA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>710.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>831.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N8316H</td>\n",
+       "      <td>3401</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>857.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1054.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4219</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1042.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1233.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3538</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1110.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N806UA</td>\n",
+       "      <td>385</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MTJ</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>1795</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N370NB</td>\n",
+       "      <td>1875</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1314.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N539MQ</td>\n",
+       "      <td>3792</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N722EV</td>\n",
+       "      <td>5025</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N758US</td>\n",
+       "      <td>1443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N982DL</td>\n",
+       "      <td>2044</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163846</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N738MQ</td>\n",
+       "      <td>4475</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>3853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13161</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1041</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163986</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N307JB</td>\n",
+       "      <td>12</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163991</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>4983</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164009</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164013</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8577D</td>\n",
+       "      <td>4147</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N695CA</td>\n",
+       "      <td>5505</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164120</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DVAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N648JB</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164167</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N812UA</td>\n",
+       "      <td>528</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12238</td>\n",
+       "      <td>1241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>701</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164184</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>128</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>748.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1042.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N572UA</td>\n",
+       "      <td>387</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>810.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1050.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N806UA</td>\n",
+       "      <td>770</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164419</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1018.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>1061</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1152.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N843VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>362.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1352.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N759EV</td>\n",
+       "      <td>5273</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1245.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N719EV</td>\n",
+       "      <td>5134</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>4658</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N805UA</td>\n",
+       "      <td>887</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N418UA</td>\n",
+       "      <td>945</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38467</td>\n",
+       "      <td>1227</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>127</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15985</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17560</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164863</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N718TW</td>\n",
+       "      <td>31</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>365.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164868</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11113</td>\n",
+       "      <td>4440</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N836VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>363.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75851</td>\n",
+       "      <td>1721</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14106</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164910</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N501MJ</td>\n",
+       "      <td>3788</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>164978</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N394AA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11189</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165021</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N722TW</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165022</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76529</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165026</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N652JB</td>\n",
+       "      <td>645</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165029</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N707EV</td>\n",
+       "      <td>5181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N625VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>369.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165038</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15985</td>\n",
+       "      <td>5681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165053</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12225</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>3817</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165055</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EBAA</td>\n",
+       "      <td>1613</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165057</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77295</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165059</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165060</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N967AT</td>\n",
+       "      <td>354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N967UW</td>\n",
+       "      <td>2144</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165064</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14704</td>\n",
+       "      <td>1225</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165068</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14219</td>\n",
+       "      <td>1642</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165069</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12122</td>\n",
+       "      <td>5670</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165072</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N317US</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165073</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>3</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>814.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>918.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N33182</td>\n",
+       "      <td>4241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>940.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1051.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8604C</td>\n",
+       "      <td>4051</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>951.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1316.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CAAA</td>\n",
+       "      <td>2267</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1002.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N322NB</td>\n",
+       "      <td>874</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1004.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1138.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3330</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1006.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1111.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>4249</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1013.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1325.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>1061</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165394</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1036.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N586UA</td>\n",
+       "      <td>652</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1123.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N519AA</td>\n",
+       "      <td>731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N342AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>369.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1247.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N945AT</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5273</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N508UA</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N908DL</td>\n",
+       "      <td>2044</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>625</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1341.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JMAA</td>\n",
+       "      <td>2253</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165555</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N485WN</td>\n",
+       "      <td>3295</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N627VA</td>\n",
+       "      <td>411</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>368.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16151</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165611</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>705</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165642</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>3810</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4372</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11194</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N983DL</td>\n",
+       "      <td>2079</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165718</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>137</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N11206</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>12</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N945AT</td>\n",
+       "      <td>357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>1275</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165765</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N844MQ</td>\n",
+       "      <td>4415</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165788</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N239JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16151</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12135</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N322NB</td>\n",
+       "      <td>1473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>4997</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>36</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165845</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N513MJ</td>\n",
+       "      <td>3788</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165857</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N197JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33264</td>\n",
+       "      <td>1221</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165873</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165877</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N673MQ</td>\n",
+       "      <td>3985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165878</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>4413</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>4479</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165902</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N832UA</td>\n",
+       "      <td>597</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4570</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165913</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N519JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4104</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CRW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>444</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>3805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N721MQ</td>\n",
+       "      <td>4484</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165943</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14237</td>\n",
+       "      <td>1654</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N79402</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165955</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N825AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21130</td>\n",
+       "      <td>4663</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11194</td>\n",
+       "      <td>4509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165977</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N908DL</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4258</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165980</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17196</td>\n",
+       "      <td>4257</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>5681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165991</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4566</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>165992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>5157</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166003</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HYAA</td>\n",
+       "      <td>1787</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166008</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N612QX</td>\n",
+       "      <td>5325</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHO</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>305</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166013</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13118</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N294JB</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166019</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N844UA</td>\n",
+       "      <td>993</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166020</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>4573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166021</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4571</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N844MQ</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166025</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166026</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4350</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166029</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4206</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N691CA</td>\n",
+       "      <td>5181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14204</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166177</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>736.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>839.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>1305</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166210</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>801.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N522UA</td>\n",
+       "      <td>387</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>903.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1100.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>4901</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>941.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4101</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1032.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1325.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N343NW</td>\n",
+       "      <td>2379</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1108.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1357.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N603JB</td>\n",
+       "      <td>901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1139.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N709EV</td>\n",
+       "      <td>4984</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1202.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4405</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1234.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4108</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166463</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N69063</td>\n",
+       "      <td>1443</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N969DL</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4147</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>4628</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166592</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166611</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>3810</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166648</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4372</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77066</td>\n",
+       "      <td>15</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>638.0</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166677</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N694MQ</td>\n",
+       "      <td>4172</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12135</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166707</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17108</td>\n",
+       "      <td>4703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N933WN</td>\n",
+       "      <td>266</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8733G</td>\n",
+       "      <td>4135</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4534</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N585JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N723EV</td>\n",
+       "      <td>4997</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>3841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4398</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N571JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14116</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N359NW</td>\n",
+       "      <td>1779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166878</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>4104</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N525UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N494UA</td>\n",
+       "      <td>442</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8758D</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166951</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37277</td>\n",
+       "      <td>1583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23707</td>\n",
+       "      <td>1656</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18102</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166973</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BSAA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166975</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N655MQ</td>\n",
+       "      <td>3944</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166977</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N367NW</td>\n",
+       "      <td>2370</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166981</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12135</td>\n",
+       "      <td>4566</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166982</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N353NB</td>\n",
+       "      <td>1433</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166991</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>5681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4570</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N910DL</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167010</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24706</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167015</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N469UA</td>\n",
+       "      <td>374</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14203</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167020</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N808UA</td>\n",
+       "      <td>995</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>4219</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167025</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167026</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N33182</td>\n",
+       "      <td>4132</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167027</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14158</td>\n",
+       "      <td>5670</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167029</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>128</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>3</td>\n",
+       "      <td>722.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1032.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N524JB</td>\n",
+       "      <td>501</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1106.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>4654</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XVAA</td>\n",
+       "      <td>1739</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1239.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4711</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167523</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>66</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N33182</td>\n",
+       "      <td>4612</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>1275</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167692</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87527</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>4223</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N534UW</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N661JB</td>\n",
+       "      <td>1012</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N674UA</td>\n",
+       "      <td>404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N956UW</td>\n",
+       "      <td>2138</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N543UA</td>\n",
+       "      <td>504</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167965</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167978</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N994DL</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167984</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33262</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>167988</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39728</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168017</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N494UA</td>\n",
+       "      <td>995</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168026</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>22</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1006.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1209.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N492UA</td>\n",
+       "      <td>311</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1023.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>1061</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1059.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N557UA</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1241.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N830AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168371</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N391CA</td>\n",
+       "      <td>4984</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N429UA</td>\n",
+       "      <td>207</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1220.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>642</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1228.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N648JB</td>\n",
+       "      <td>641</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>24</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168442</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5277</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1316.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N841VA</td>\n",
+       "      <td>187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>358.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168490</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1341.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N840VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N904DL</td>\n",
+       "      <td>2119</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N526JB</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N622VA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>1275</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N585JB</td>\n",
+       "      <td>989</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N607JB</td>\n",
+       "      <td>36</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168845</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N530VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168846</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N629VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168868</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>545.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>560.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N310DE</td>\n",
+       "      <td>2343</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N339AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N656JB</td>\n",
+       "      <td>9</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168916</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N553UA</td>\n",
+       "      <td>504</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>4570</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168936</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N416UA</td>\n",
+       "      <td>466</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14186</td>\n",
+       "      <td>4509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3749D</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168956</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N628VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N512UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N349NB</td>\n",
+       "      <td>1433</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N768JB</td>\n",
+       "      <td>645</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XEAA</td>\n",
+       "      <td>361</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N367NW</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168978</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17229</td>\n",
+       "      <td>18</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168987</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N721MQ</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CBAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>168998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>701</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169013</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>418.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N651JB</td>\n",
+       "      <td>713</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>827.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1045.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N414UA</td>\n",
+       "      <td>216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169227</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>846.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1009.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N543MQ</td>\n",
+       "      <td>3768</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1149.0</td>\n",
+       "      <td>-2.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57852</td>\n",
+       "      <td>1223</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>957.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N805JB</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1019.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N638JB</td>\n",
+       "      <td>403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1101.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1218.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N451UA</td>\n",
+       "      <td>649</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1104.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N586UA</td>\n",
+       "      <td>864</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1303.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24128</td>\n",
+       "      <td>4235</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1303.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4UCAA</td>\n",
+       "      <td>731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N536UA</td>\n",
+       "      <td>561</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N21723</td>\n",
+       "      <td>1186</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N349NW</td>\n",
+       "      <td>2079</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3452</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169688</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8968E</td>\n",
+       "      <td>4178</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76514</td>\n",
+       "      <td>1674</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37468</td>\n",
+       "      <td>1214</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>9</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169786</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N741SA</td>\n",
+       "      <td>4490</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N953DL</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N938WN</td>\n",
+       "      <td>3872</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N586UA</td>\n",
+       "      <td>504</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169872</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5BTAA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>4153</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24128</td>\n",
+       "      <td>4390</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N925DL</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N905DL</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169943</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4258</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169951</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>374.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N425AA</td>\n",
+       "      <td>883</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N32404</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169980</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N816UA</td>\n",
+       "      <td>993</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>169983</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12135</td>\n",
+       "      <td>4132</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>902.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1100.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4219</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>919.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EYAA</td>\n",
+       "      <td>655</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>STT</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>1623</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>922.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170279</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1133.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N483UA</td>\n",
+       "      <td>348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>5485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N570JB</td>\n",
+       "      <td>1101</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8475B</td>\n",
+       "      <td>4051</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N715JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N825AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1041</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170555</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>4154</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170566</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8475B</td>\n",
+       "      <td>4135</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3763D</td>\n",
+       "      <td>503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N193DN</td>\n",
+       "      <td>17</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>217</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170726</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N830AY</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57857</td>\n",
+       "      <td>1462</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75432</td>\n",
+       "      <td>1244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3439</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N565JB</td>\n",
+       "      <td>147</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>170750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76508</td>\n",
+       "      <td>1241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1041.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57857</td>\n",
+       "      <td>1199</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171133</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N693DL</td>\n",
+       "      <td>1947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171208</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>991</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171245</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3697</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171249</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24103</td>\n",
+       "      <td>4306</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N643JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N476AA</td>\n",
+       "      <td>1033</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N633AA</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N924DL</td>\n",
+       "      <td>2098</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21197</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171466</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171481</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12145</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N908DE</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N519AA</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N413UA</td>\n",
+       "      <td>442</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3444</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33289</td>\n",
+       "      <td>1642</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21197</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N951UW</td>\n",
+       "      <td>2144</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11165</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171667</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N643JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>904.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1110.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N1EAMQ</td>\n",
+       "      <td>3737</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>951.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1143.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14972</td>\n",
+       "      <td>4638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1015.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1153.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N582AA</td>\n",
+       "      <td>309</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171978</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1026.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1139.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>171992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1041.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N834UA</td>\n",
+       "      <td>544</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1412.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8968E</td>\n",
+       "      <td>3608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172115</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1319.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N487UA</td>\n",
+       "      <td>255</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1408.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N639SW</td>\n",
+       "      <td>3295</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172157</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1412.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N525AA</td>\n",
+       "      <td>329</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172174</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YEAA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18102</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172218</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N591JB</td>\n",
+       "      <td>1783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N419UA</td>\n",
+       "      <td>790</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>3765</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N172US</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18101</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11119</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N329AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N506MQ</td>\n",
+       "      <td>3744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N845UA</td>\n",
+       "      <td>363</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172639</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4364</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172643</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N712JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1011.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1151.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3521</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1016.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1314.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1042.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N592JB</td>\n",
+       "      <td>1101</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>172992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1114.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N557AA</td>\n",
+       "      <td>319</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>3795</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8965E</td>\n",
+       "      <td>3608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173012</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YPAA</td>\n",
+       "      <td>321</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173046</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1227.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1341.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37287</td>\n",
+       "      <td>1622</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173056</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XVAA</td>\n",
+       "      <td>327</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1252.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N544MQ</td>\n",
+       "      <td>3697</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173096</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1324.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N353NB</td>\n",
+       "      <td>2319</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173124</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26215</td>\n",
+       "      <td>1603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N966DL</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>384.0</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N786NC</td>\n",
+       "      <td>2239</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173201</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N516AA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N583JB</td>\n",
+       "      <td>209</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N915DL</td>\n",
+       "      <td>1779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173257</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17185</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N564UA</td>\n",
+       "      <td>647</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N504JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13979</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>569</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173344</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N913DL</td>\n",
+       "      <td>1982</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N610WN</td>\n",
+       "      <td>142</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73283</td>\n",
+       "      <td>1492</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13969</td>\n",
+       "      <td>5667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173382</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4175</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8794B</td>\n",
+       "      <td>3580</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N746JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76505</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27200</td>\n",
+       "      <td>4571</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76504</td>\n",
+       "      <td>1738</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FUAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173482</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YTAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N391CA</td>\n",
+       "      <td>5486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>3730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N837UA</td>\n",
+       "      <td>994</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WRAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>3806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>130</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XPAA</td>\n",
+       "      <td>361</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N722US</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173579</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N23139</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N467UA</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14143</td>\n",
+       "      <td>4658</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N580AA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173608</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12167</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33203</td>\n",
+       "      <td>1703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73251</td>\n",
+       "      <td>1548</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N496WN</td>\n",
+       "      <td>3696</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N197JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14231</td>\n",
+       "      <td>1130</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N910DE</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173636</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N810UA</td>\n",
+       "      <td>330</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N912DE</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173639</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>439.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N835UA</td>\n",
+       "      <td>568</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>456.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173642</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>22</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173643</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N458UA</td>\n",
+       "      <td>740</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>426.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N760JB</td>\n",
+       "      <td>43</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>440.0</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>399.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N297WN</td>\n",
+       "      <td>2805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>415.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N603JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>541.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>701</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173648</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>128</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N943AT</td>\n",
+       "      <td>354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>642.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>727</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>546.0</td>\n",
+       "      <td>373.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N502UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>359.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N763JB</td>\n",
+       "      <td>1018</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>112</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>527.0</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N729JB</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>631.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>739</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PSE</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1617</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>551.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N796JB</td>\n",
+       "      <td>325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>437.0</td>\n",
+       "      <td>414.0</td>\n",
+       "      <td>410.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N358NW</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173690</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>604.0</td>\n",
+       "      <td>639.0</td>\n",
+       "      <td>841.0</td>\n",
+       "      <td>616.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N913DL</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>857.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1124.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27239</td>\n",
+       "      <td>1162</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>902.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XCAA</td>\n",
+       "      <td>305</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>917.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1038.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N653JB</td>\n",
+       "      <td>208</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173904</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>920.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1313.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>215</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>947.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>5790</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>947.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N0EGMQ</td>\n",
+       "      <td>3737</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1002.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1327.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>59</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>358.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173989</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1058.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N612JB</td>\n",
+       "      <td>197</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>173992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1100.0</td>\n",
+       "      <td>960.0</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>931.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N959DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174022</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N516MQ</td>\n",
+       "      <td>3795</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174023</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1147.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N746JB</td>\n",
+       "      <td>503</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174029</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N323US</td>\n",
+       "      <td>1885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174063</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N819UA</td>\n",
+       "      <td>673</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1247.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N848UA</td>\n",
+       "      <td>775</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174073</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N573AA</td>\n",
+       "      <td>321</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>5679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174096</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N428WN</td>\n",
+       "      <td>3839</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174101</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N534MQ</td>\n",
+       "      <td>4646</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174104</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3341</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N514MQ</td>\n",
+       "      <td>3697</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3521</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174145</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>4190</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174150</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1431.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76065</td>\n",
+       "      <td>15</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>666.0</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174155</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N441UA</td>\n",
+       "      <td>272</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174188</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YAAA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174194</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N344NB</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N799SW</td>\n",
+       "      <td>1739</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12116</td>\n",
+       "      <td>1284</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HLAA</td>\n",
+       "      <td>753</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174217</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>3354</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N525MQ</td>\n",
+       "      <td>3765</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N818UA</td>\n",
+       "      <td>545</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>377.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N814UA</td>\n",
+       "      <td>793</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N340NB</td>\n",
+       "      <td>1231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N838UA</td>\n",
+       "      <td>621</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N656MQ</td>\n",
+       "      <td>4146</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14171</td>\n",
+       "      <td>4147</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XCAA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>510.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>516.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N355NB</td>\n",
+       "      <td>515</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N910WN</td>\n",
+       "      <td>142</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N11206</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8936A</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>425</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174354</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8980A</td>\n",
+       "      <td>3579</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3400</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>745</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174378</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>5667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N526AA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N618MQ</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N557UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N811UA</td>\n",
+       "      <td>314</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N457UA</td>\n",
+       "      <td>417</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N371NW</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>4180</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174411</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>5678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N746JB</td>\n",
+       "      <td>9</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N676CA</td>\n",
+       "      <td>4997</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N205FR</td>\n",
+       "      <td>419</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CGAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N915DL</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N625VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12225</td>\n",
+       "      <td>148</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N326NB</td>\n",
+       "      <td>1305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N503AA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N5PBMQ</td>\n",
+       "      <td>3730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16709</td>\n",
+       "      <td>1719</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N850UA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N738MQ</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CRW</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>444</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76517</td>\n",
+       "      <td>1523</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N684MQ</td>\n",
+       "      <td>3985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27724</td>\n",
+       "      <td>1725</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N606JB</td>\n",
+       "      <td>91</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N544UA</td>\n",
+       "      <td>436</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N591AA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N368NB</td>\n",
+       "      <td>975</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14219</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N589AA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>36</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N908DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N342NW</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174472</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12160</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N624VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8913A</td>\n",
+       "      <td>4019</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3736C</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174476</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77295</td>\n",
+       "      <td>1299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N762US</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17185</td>\n",
+       "      <td>4153</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CRAA</td>\n",
+       "      <td>1787</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174482</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N436UA</td>\n",
+       "      <td>463</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ATAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N324US</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>155</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N643JB</td>\n",
+       "      <td>147</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N592JB</td>\n",
+       "      <td>801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N591JB</td>\n",
+       "      <td>677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174490</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>3826</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N918DL</td>\n",
+       "      <td>2370</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N393DA</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N552JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N345NB</td>\n",
+       "      <td>1051</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N504UA</td>\n",
+       "      <td>570</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N565JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N927AT</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N653JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N826UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N18243</td>\n",
+       "      <td>1168</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N239JB</td>\n",
+       "      <td>130</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174504</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N387DA</td>\n",
+       "      <td>1247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N827UA</td>\n",
+       "      <td>996</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N206JB</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N583JB</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N570JB</td>\n",
+       "      <td>39</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>713</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>645</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N264LV</td>\n",
+       "      <td>115</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14731</td>\n",
+       "      <td>1558</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>406.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>386.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27722</td>\n",
+       "      <td>1187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N639JB</td>\n",
+       "      <td>43</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N481UA</td>\n",
+       "      <td>411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>800.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1044.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>983</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>805.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>929.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>208</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>809.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1001.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>4334</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>853.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1005.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12160</td>\n",
+       "      <td>4241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>859.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1216.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>643</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>920.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1037.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>3816</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>924.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>3538</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>942.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>4548</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174869</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>946.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N578AA</td>\n",
+       "      <td>309</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>947.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4099</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>951.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1156.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>5223</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1011.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N556UW</td>\n",
+       "      <td>1621</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1020.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1029.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YFAA</td>\n",
+       "      <td>313</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1034.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>4298</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1040.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FTAA</td>\n",
+       "      <td>655</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>STT</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1623</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1053.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37293</td>\n",
+       "      <td>1581</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1056.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N371NB</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1106.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1230.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5025</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1106.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>56</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1108.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XFAA</td>\n",
+       "      <td>319</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1325.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N352NW</td>\n",
+       "      <td>2319</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1111.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1408.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N18223</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1252.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N544MQ</td>\n",
+       "      <td>3795</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8444F</td>\n",
+       "      <td>4065</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>659</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174955</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N343NB</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N810UA</td>\n",
+       "      <td>731</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174977</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1157.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N847UA</td>\n",
+       "      <td>272</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174993</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N815UA</td>\n",
+       "      <td>673</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>174998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1229.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WVAA</td>\n",
+       "      <td>1855</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1249.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37263</td>\n",
+       "      <td>1143</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>197</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175033</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N811UA</td>\n",
+       "      <td>544</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>3815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175047</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175059</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13132</td>\n",
+       "      <td>4162</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4640</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175064</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17233</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17126</td>\n",
+       "      <td>1001</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175076</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N584AA</td>\n",
+       "      <td>329</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N823UA</td>\n",
+       "      <td>617</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175083</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76522</td>\n",
+       "      <td>1708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175091</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175098</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175101</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N502MQ</td>\n",
+       "      <td>3765</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>705</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175119</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WWAA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N829UA</td>\n",
+       "      <td>545</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76523</td>\n",
+       "      <td>1670</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4668</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175155</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N908WN</td>\n",
+       "      <td>1739</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175167</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N33182</td>\n",
+       "      <td>4193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175169</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21129</td>\n",
+       "      <td>4157</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175181</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11191</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175187</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N593AA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YAAA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175204</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4388</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175208</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175230</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87512</td>\n",
+       "      <td>1558</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175240</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11165</td>\n",
+       "      <td>5673</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N660MQ</td>\n",
+       "      <td>3985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175267</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>1275</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7740A</td>\n",
+       "      <td>142</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N705JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N820AS</td>\n",
+       "      <td>5745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175293</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N836UA</td>\n",
+       "      <td>489</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>3819</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N835AY</td>\n",
+       "      <td>3881</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N814UA</td>\n",
+       "      <td>586</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N471AA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26215</td>\n",
+       "      <td>1738</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N435AA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N803UA</td>\n",
+       "      <td>314</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175335</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N197PQ</td>\n",
+       "      <td>4997</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175344</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N454UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>4635</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GNAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15574</td>\n",
+       "      <td>4353</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8631E</td>\n",
+       "      <td>3580</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WVAA</td>\n",
+       "      <td>773</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N527VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175382</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N536UW</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GDAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8409N</td>\n",
+       "      <td>4178</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13979</td>\n",
+       "      <td>5667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EYAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175411</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XMAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N263WN</td>\n",
+       "      <td>2805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11164</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N653JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N501MQ</td>\n",
+       "      <td>4674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16732</td>\n",
+       "      <td>1523</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N555LV</td>\n",
+       "      <td>3872</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N908XJ</td>\n",
+       "      <td>3383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5222</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N377NW</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BTAA</td>\n",
+       "      <td>119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N824UA</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N215WN</td>\n",
+       "      <td>962</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N414WN</td>\n",
+       "      <td>3696</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175465</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CRW</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>444</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N600QX</td>\n",
+       "      <td>5168</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37263</td>\n",
+       "      <td>1637</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N584AA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8928A</td>\n",
+       "      <td>3798</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13969</td>\n",
+       "      <td>4153</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175481</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N629VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24706</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N852MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34110</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N15710</td>\n",
+       "      <td>1482</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N586AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N956UW</td>\n",
+       "      <td>2142</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>3806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8736A</td>\n",
+       "      <td>4059</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>549</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N507UA</td>\n",
+       "      <td>423</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>4087</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76503</td>\n",
+       "      <td>1299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N426UA</td>\n",
+       "      <td>282</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>4642</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12216</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N519JB</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37422</td>\n",
+       "      <td>1244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N944UW</td>\n",
+       "      <td>2144</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175533</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>4414</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10156</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N475AA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3313</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N951WN</td>\n",
+       "      <td>184</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14543</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WMAA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N411UA</td>\n",
+       "      <td>996</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4421</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N559UA</td>\n",
+       "      <td>884</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3334</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175555</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4658</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175557</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N262WN</td>\n",
+       "      <td>115</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4293</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11191</td>\n",
+       "      <td>4631</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175566</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N504JB</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17146</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16178</td>\n",
+       "      <td>4166</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14991</td>\n",
+       "      <td>4166</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>3826</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>402.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>734.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>913.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4334</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>840.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1043.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11107</td>\n",
+       "      <td>4638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>859.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1036.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4243</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>902.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24103</td>\n",
+       "      <td>4241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>199</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>925.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1145.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N813MQ</td>\n",
+       "      <td>4418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175853</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>927.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24128</td>\n",
+       "      <td>4535</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175858</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1101.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4233</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175863</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>935.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1208.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11164</td>\n",
+       "      <td>4612</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>937.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1238.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>937.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14125</td>\n",
+       "      <td>5677</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175868</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>940.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1114.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>4515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175873</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>943.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1212.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N320US</td>\n",
+       "      <td>914</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1013.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1138.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>20</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1024.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3353</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1047.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>4409</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>277</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1059.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1117.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1227.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3335</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1144.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>5790</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N909EV</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175978</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1208.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>4269</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175988</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4371</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175989</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1243.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N269WN</td>\n",
+       "      <td>2074</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>414.0</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>428.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N524MQ</td>\n",
+       "      <td>3768</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>175999</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1257.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>4646</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176003</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N762US</td>\n",
+       "      <td>2173</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1303.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N820AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N509MQ</td>\n",
+       "      <td>4661</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176009</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N294JB</td>\n",
+       "      <td>1174</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176010</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>4586</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>3341</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176012</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1313.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N738MQ</td>\n",
+       "      <td>4431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1316.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N978AT</td>\n",
+       "      <td>347</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176017</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1319.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N424WN</td>\n",
+       "      <td>3839</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176025</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HCAA</td>\n",
+       "      <td>1850</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176042</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>66</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176043</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>1006</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176046</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N815UA</td>\n",
+       "      <td>487</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176047</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N630WN</td>\n",
+       "      <td>1637</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N745VJ</td>\n",
+       "      <td>2175</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176049</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N723EV</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176056</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N908WN</td>\n",
+       "      <td>3209</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176059</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>3815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11176</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176071</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>127</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176073</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N735MQ</td>\n",
+       "      <td>4491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176077</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N597AA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176080</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>3765</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176089</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176092</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>3832</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176093</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176095</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176097</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N715UW</td>\n",
+       "      <td>2177</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176098</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1516.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>4605</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176100</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N592JB</td>\n",
+       "      <td>1783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N504JB</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176118</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N327NW</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176120</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76502</td>\n",
+       "      <td>1687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176124</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N727SW</td>\n",
+       "      <td>2444</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176126</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1041</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N671DN</td>\n",
+       "      <td>1947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176135</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4308</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176137</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N956AT</td>\n",
+       "      <td>721</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>5793</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176146</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N639MQ</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176151</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>4157</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176156</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CMAA</td>\n",
+       "      <td>1925</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176157</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NW</td>\n",
+       "      <td>2175</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176159</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N678AW</td>\n",
+       "      <td>186</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N201AA</td>\n",
+       "      <td>883</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7714B</td>\n",
+       "      <td>1739</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N432US</td>\n",
+       "      <td>720</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N926DL</td>\n",
+       "      <td>1779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176184</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>5660</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N521UA</td>\n",
+       "      <td>236</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N252WN</td>\n",
+       "      <td>142</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176194</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N964DL</td>\n",
+       "      <td>1982</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3354</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11140</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N600QX</td>\n",
+       "      <td>5276</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N542MQ</td>\n",
+       "      <td>4669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176204</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>393</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8577D</td>\n",
+       "      <td>4178</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176214</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N324US</td>\n",
+       "      <td>1935</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176216</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N758US</td>\n",
+       "      <td>1899</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176222</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14543</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JEAA</td>\n",
+       "      <td>759</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N454WN</td>\n",
+       "      <td>266</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176252</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176253</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N521MQ</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N705JB</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176255</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N660AW</td>\n",
+       "      <td>656</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73270</td>\n",
+       "      <td>1116</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176257</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76515</td>\n",
+       "      <td>1726</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N591JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176269</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N959UW</td>\n",
+       "      <td>1607</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>96</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>5673</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HCAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N832UA</td>\n",
+       "      <td>364</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N309JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N403UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N362NW</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N849UA</td>\n",
+       "      <td>489</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N596UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N374NW</td>\n",
+       "      <td>2383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8938A</td>\n",
+       "      <td>3881</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N363NW</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N695CA</td>\n",
+       "      <td>4975</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N562JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N11206</td>\n",
+       "      <td>1657</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3315</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76522</td>\n",
+       "      <td>1645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N914WN</td>\n",
+       "      <td>573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N570JB</td>\n",
+       "      <td>36</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75436</td>\n",
+       "      <td>1168</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N935LR</td>\n",
+       "      <td>2705</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N364NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N731SA</td>\n",
+       "      <td>962</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CGAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176354</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N925AT</td>\n",
+       "      <td>806</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>4635</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176371</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N334NW</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N316JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N204FR</td>\n",
+       "      <td>419</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176382</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N932WN</td>\n",
+       "      <td>3428</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N721MQ</td>\n",
+       "      <td>4484</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YLAA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176395</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>4674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N706SW</td>\n",
+       "      <td>3696</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N956AT</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176410</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N180US</td>\n",
+       "      <td>1973</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N910XJ</td>\n",
+       "      <td>3368</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ACAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N672AW</td>\n",
+       "      <td>449</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176419</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N732SW</td>\n",
+       "      <td>3872</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>5667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N526JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12160</td>\n",
+       "      <td>4087</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N826AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4153</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5168</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5222</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>3806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N918DL</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87531</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N256WN</td>\n",
+       "      <td>2805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N929DL</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N638JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N720EV</td>\n",
+       "      <td>5181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N472AA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14177</td>\n",
+       "      <td>4295</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176465</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77520</td>\n",
+       "      <td>1130</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4622</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14116</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176471</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N552AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N578UA</td>\n",
+       "      <td>768</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176476</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N834UA</td>\n",
+       "      <td>301</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13132</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37255</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N804MQ</td>\n",
+       "      <td>4449</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176490</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N843UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4631</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N566JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8604C</td>\n",
+       "      <td>4277</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N633VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N438UA</td>\n",
+       "      <td>205</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176504</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N641JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N502UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N506JB</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>4414</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N486UA</td>\n",
+       "      <td>568</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N423UA</td>\n",
+       "      <td>996</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>701</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176524</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N332NW</td>\n",
+       "      <td>1247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N657JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176913</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N739GB</td>\n",
+       "      <td>2158</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>176945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N813MQ</td>\n",
+       "      <td>4425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177004</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N842MQ</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177017</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N712JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177114</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N624AG</td>\n",
+       "      <td>963</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177115</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N329AA</td>\n",
+       "      <td>117</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177121</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N953UW</td>\n",
+       "      <td>2132</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177145</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DEAA</td>\n",
+       "      <td>1925</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177160</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N531JB</td>\n",
+       "      <td>8</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177167</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DBAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177172</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N651JB</td>\n",
+       "      <td>537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177182</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177194</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177210</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177213</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N506JB</td>\n",
+       "      <td>393</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N849UA</td>\n",
+       "      <td>572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>363.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N540UA</td>\n",
+       "      <td>700</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16732</td>\n",
+       "      <td>1462</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>369.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177315</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FXAA</td>\n",
+       "      <td>1787</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N583JB</td>\n",
+       "      <td>645</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>359.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FSAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N531JB</td>\n",
+       "      <td>39</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177334</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N784JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N712JB</td>\n",
+       "      <td>155</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N566JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>701.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1033.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N641JB</td>\n",
+       "      <td>709</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>935.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4478</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18120</td>\n",
+       "      <td>4383</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>950.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1233.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77296</td>\n",
+       "      <td>1592</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1046.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N593AA</td>\n",
+       "      <td>1855</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1056.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>379.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N710TW</td>\n",
+       "      <td>1765</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177690</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1156.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N658JB</td>\n",
+       "      <td>641</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>390.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1159.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8918B</td>\n",
+       "      <td>4060</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>549</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1205.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N842VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>388.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177703</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1207.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4360</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177706</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N396DA</td>\n",
+       "      <td>1529</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177713</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1223.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N835VA</td>\n",
+       "      <td>187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>369.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>24</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N918DE</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8942A</td>\n",
+       "      <td>3638</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>209</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37263</td>\n",
+       "      <td>1556</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8698A</td>\n",
+       "      <td>4357</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>63</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N641JB</td>\n",
+       "      <td>8</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4438</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>177966</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DEAA</td>\n",
+       "      <td>1925</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178003</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77296</td>\n",
+       "      <td>1532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N525UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17560</td>\n",
+       "      <td>4663</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178075</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>1275</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N382AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178090</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33714</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>377.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178099</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N624AG</td>\n",
+       "      <td>31</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>378.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N550WN</td>\n",
+       "      <td>504</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N630JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178163</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N854VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>388.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178188</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>91</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78506</td>\n",
+       "      <td>148</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>373.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N555UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>373.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N329AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178222</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N705TW</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>377.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N529VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>391.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12142</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178249</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8982A</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>4471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>602</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178261</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>368.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>3852</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178269</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>619</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N615JB</td>\n",
+       "      <td>645</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>358.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N817UA</td>\n",
+       "      <td>809</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>104</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N638VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>365.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4421</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>912.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N775JB</td>\n",
+       "      <td>507</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1020.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4420</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1023.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1202.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17185</td>\n",
+       "      <td>4252</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1025.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1138.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>56</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1137.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1245.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4360</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1159.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>4694</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N6716C</td>\n",
+       "      <td>1647</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N6711M</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1325.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1357.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N472UA</td>\n",
+       "      <td>235</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1408.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>66</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4179</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4308</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N1EAMQ</td>\n",
+       "      <td>4588</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27724</td>\n",
+       "      <td>1502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N525UA</td>\n",
+       "      <td>595</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>373.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11164</td>\n",
+       "      <td>4157</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178965</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N417UA</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>178980</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N775JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179031</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N916DE</td>\n",
+       "      <td>1902</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179043</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179051</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179061</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N555UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>377.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179063</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14972</td>\n",
+       "      <td>5676</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179065</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N476UA</td>\n",
+       "      <td>563</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N37700</td>\n",
+       "      <td>1394</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179166</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N585JB</td>\n",
+       "      <td>91</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>376.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179208</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N411UA</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179210</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>5168</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>4622</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4631</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N1EAMQ</td>\n",
+       "      <td>4660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33292</td>\n",
+       "      <td>1066</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>5212</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>713</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>747.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>928.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N562UW</td>\n",
+       "      <td>1433</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1040.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N495UA</td>\n",
+       "      <td>544</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1105.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N826AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1111.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N519UW</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1339.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N543MQ</td>\n",
+       "      <td>3792</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KCAA</td>\n",
+       "      <td>739</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1241.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N723SW</td>\n",
+       "      <td>137</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N439AA</td>\n",
+       "      <td>327</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1243.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N588JB</td>\n",
+       "      <td>1</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N457WN</td>\n",
+       "      <td>3421</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>4485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N567UA</td>\n",
+       "      <td>746</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179713</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1319.0</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8942A</td>\n",
+       "      <td>4220</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N775JB</td>\n",
+       "      <td>991</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N838MQ</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>3</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N721MQ</td>\n",
+       "      <td>4431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179853</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N720MQ</td>\n",
+       "      <td>4553</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N839MQ</td>\n",
+       "      <td>4403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N0EGMQ</td>\n",
+       "      <td>4646</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8698A</td>\n",
+       "      <td>4357</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XMAA</td>\n",
+       "      <td>2223</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>4564</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N509MQ</td>\n",
+       "      <td>4658</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N738MQ</td>\n",
+       "      <td>4471</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YCAA</td>\n",
+       "      <td>1033</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EUAA</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CBAA</td>\n",
+       "      <td>759</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>4661</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179943</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N522MQ</td>\n",
+       "      <td>4605</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N359AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>359.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179948</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N547AA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179956</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N735MQ</td>\n",
+       "      <td>4525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GWAA</td>\n",
+       "      <td>2099</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GKAA</td>\n",
+       "      <td>565</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179982</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FAAA</td>\n",
+       "      <td>763</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179984</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3765</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179987</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>4579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179989</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N519MQ</td>\n",
+       "      <td>4577</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N382AA</td>\n",
+       "      <td>1769</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>179994</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180003</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N339AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YUAA</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180010</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N631MQ</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180015</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N530MQ</td>\n",
+       "      <td>4622</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180069</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N717MQ</td>\n",
+       "      <td>4413</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180071</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>117</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180090</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N657MQ</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180093</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N689MQ</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180095</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AKAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180103</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ANAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180121</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N546MQ</td>\n",
+       "      <td>3730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180128</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N721MQ</td>\n",
+       "      <td>4484</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180144</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N931MQ</td>\n",
+       "      <td>3944</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N775JB</td>\n",
+       "      <td>147</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>4626</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180157</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N186DN</td>\n",
+       "      <td>951</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180159</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AHAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ASAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180177</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CRW</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>444</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DCAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180182</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JTAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N543AA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180193</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N522MQ</td>\n",
+       "      <td>4674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180255</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N537JB</td>\n",
+       "      <td>713</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>4117</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N18220</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N200WN</td>\n",
+       "      <td>1731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180261</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13979</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>612.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>727</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>921.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39423</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>940.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N408UA</td>\n",
+       "      <td>446</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1022.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1238.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N542MQ</td>\n",
+       "      <td>4582</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1032.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N557UA</td>\n",
+       "      <td>443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180582</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1044.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16732</td>\n",
+       "      <td>1706</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1118.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N326NB</td>\n",
+       "      <td>1879</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180616</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1259.0</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N842MQ</td>\n",
+       "      <td>4521</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N842UA</td>\n",
+       "      <td>621</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76503</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180834</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N512UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180898</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DWAA</td>\n",
+       "      <td>1925</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26141</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N628VA</td>\n",
+       "      <td>411</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>380.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N932DL</td>\n",
+       "      <td>1982</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180965</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N509MQ</td>\n",
+       "      <td>4579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180984</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N397DA</td>\n",
+       "      <td>539</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>180988</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12216</td>\n",
+       "      <td>1556</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3368</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181010</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AYAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181012</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4445</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181021</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N537MQ</td>\n",
+       "      <td>4657</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181022</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27152</td>\n",
+       "      <td>4571</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N729JB</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N326NB</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57857</td>\n",
+       "      <td>1165</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181051</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N625VA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>380.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181052</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8432A</td>\n",
+       "      <td>3580</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N914DL</td>\n",
+       "      <td>2370</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181085</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>4601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181107</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N409WN</td>\n",
+       "      <td>504</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N407WN</td>\n",
+       "      <td>3962</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181120</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N376NW</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181125</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N310NW</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181126</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N174DN</td>\n",
+       "      <td>951</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34222</td>\n",
+       "      <td>1187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N470UA</td>\n",
+       "      <td>555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76269</td>\n",
+       "      <td>1673</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N208FR</td>\n",
+       "      <td>419</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14219</td>\n",
+       "      <td>1637</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181155</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BVAA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N573AA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DMAA</td>\n",
+       "      <td>1787</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181167</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N592AA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N505AA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181169</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N624AG</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HSAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181172</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N480AA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N79402</td>\n",
+       "      <td>1738</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73251</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181182</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XSAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181187</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N801UA</td>\n",
+       "      <td>463</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N830AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181194</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39423</td>\n",
+       "      <td>1725</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181205</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>368.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N556UA</td>\n",
+       "      <td>676</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181208</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181209</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76529</td>\n",
+       "      <td>1066</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>3838</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N329AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21144</td>\n",
+       "      <td>4276</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N632JB</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181249</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>4421</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12135</td>\n",
+       "      <td>4293</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>823.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1223.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N713TW</td>\n",
+       "      <td>1865</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>832.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>953.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>44</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>833.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1011.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N8301J</td>\n",
+       "      <td>3493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>834.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N402AS</td>\n",
+       "      <td>21</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>848.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1020.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N483WN</td>\n",
+       "      <td>433</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>906.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>905</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181481</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>914.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1230.0</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N423UA</td>\n",
+       "      <td>635</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>920.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N842VA</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181516</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>956.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8918B</td>\n",
+       "      <td>3879</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1006.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>4451</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1020.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N320AA</td>\n",
+       "      <td>1</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>359.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181548</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1028.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37293</td>\n",
+       "      <td>1568</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1037.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1212.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N485WN</td>\n",
+       "      <td>3676</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181559</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1049.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N547AA</td>\n",
+       "      <td>303</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1058.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N542AA</td>\n",
+       "      <td>715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1100.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14102</td>\n",
+       "      <td>1209</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1102.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>3768</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181582</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N512MQ</td>\n",
+       "      <td>3737</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1123.0</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>1230.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5716</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181585</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1124.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N458UA</td>\n",
+       "      <td>596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>380.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1139.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N79279</td>\n",
+       "      <td>1162</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>641</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>363.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N508AA</td>\n",
+       "      <td>309</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YMAA</td>\n",
+       "      <td>319</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1228.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>1</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1234.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N1EAMQ</td>\n",
+       "      <td>3795</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BUAA</td>\n",
+       "      <td>739</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1243.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N807JB</td>\n",
+       "      <td>673</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181636</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1243.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16234</td>\n",
+       "      <td>1143</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181643</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1253.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N201FR</td>\n",
+       "      <td>835</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1257.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>625</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N213WN</td>\n",
+       "      <td>137</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N574UA</td>\n",
+       "      <td>617</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1313.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N250WN</td>\n",
+       "      <td>149</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4511</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181677</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1534.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16183</td>\n",
+       "      <td>4694</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N522AA</td>\n",
+       "      <td>321</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181692</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1339.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>4640</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14731</td>\n",
+       "      <td>1617</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181718</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N476UA</td>\n",
+       "      <td>356</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N807UA</td>\n",
+       "      <td>939</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N475AA</td>\n",
+       "      <td>743</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>3765</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N709JB</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>5670</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N522MQ</td>\n",
+       "      <td>4577</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N509MQ</td>\n",
+       "      <td>4646</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14219</td>\n",
+       "      <td>1291</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181786</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>615</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181788</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N460WN</td>\n",
+       "      <td>2226</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N828UA</td>\n",
+       "      <td>545</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N707EV</td>\n",
+       "      <td>4975</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N188US</td>\n",
+       "      <td>1445</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181814</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N28457</td>\n",
+       "      <td>1286</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3354</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N512UA</td>\n",
+       "      <td>580</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N822UA</td>\n",
+       "      <td>887</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14704</td>\n",
+       "      <td>1025</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N731SA</td>\n",
+       "      <td>1638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ERAA</td>\n",
+       "      <td>753</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181845</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N424UA</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N762US</td>\n",
+       "      <td>1899</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N431UA</td>\n",
+       "      <td>418</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181853</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N485AA</td>\n",
+       "      <td>883</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24211</td>\n",
+       "      <td>1558</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>374.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14162</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181873</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N832UA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N958DL</td>\n",
+       "      <td>1982</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181880</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>4633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N833UA</td>\n",
+       "      <td>325</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181891</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N514UA</td>\n",
+       "      <td>236</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NB</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3400</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>745</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>4657</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N319NB</td>\n",
+       "      <td>1231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181919</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N467UA</td>\n",
+       "      <td>563</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N436UA</td>\n",
+       "      <td>992</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21144</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N657MQ</td>\n",
+       "      <td>3985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181943</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4445</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12122</td>\n",
+       "      <td>4349</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N607JB</td>\n",
+       "      <td>36</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N286WN</td>\n",
+       "      <td>197</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181963</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4663</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181972</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34110</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181977</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N307DQ</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181978</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N631MQ</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8673D</td>\n",
+       "      <td>3881</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181983</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DLAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181986</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181989</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77867</td>\n",
+       "      <td>1165</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>3825</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N372NW</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181995</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>9</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>181997</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ALAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182004</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26210</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N29717</td>\n",
+       "      <td>1078</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N687MQ</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182010</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N776WN</td>\n",
+       "      <td>717</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17229</td>\n",
+       "      <td>1064</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182022</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77520</td>\n",
+       "      <td>1657</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182025</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N691CA</td>\n",
+       "      <td>4997</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182027</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>4413</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N796JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14180</td>\n",
+       "      <td>4560</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N845UA</td>\n",
+       "      <td>471</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N400WN</td>\n",
+       "      <td>1153</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N409UA</td>\n",
+       "      <td>722</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N297WN</td>\n",
+       "      <td>1354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182046</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N218FR</td>\n",
+       "      <td>419</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182047</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182049</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>3730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182050</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33714</td>\n",
+       "      <td>1523</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N629VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182057</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N908XJ</td>\n",
+       "      <td>3315</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182061</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N910WN</td>\n",
+       "      <td>1545</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N508UA</td>\n",
+       "      <td>535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XMAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N15710</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182069</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N513UA</td>\n",
+       "      <td>251</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182072</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N503AA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182073</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33203</td>\n",
+       "      <td>1152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182075</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N318NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182078</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182080</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3754A</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182081</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3334</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182083</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N370NW</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182084</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5168</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182085</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8837B</td>\n",
+       "      <td>3826</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>4087</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>171</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182091</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12135</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182094</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EAAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182096</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>147</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182098</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14704</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182099</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N21723</td>\n",
+       "      <td>1633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182101</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11164</td>\n",
+       "      <td>4295</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182102</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JGAA</td>\n",
+       "      <td>1787</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182105</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N530MQ</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182107</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182111</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3370</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182115</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N370NB</td>\n",
+       "      <td>1433</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>3806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182117</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N805AY</td>\n",
+       "      <td>3798</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182123</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182124</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16183</td>\n",
+       "      <td>4642</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182126</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N593UA</td>\n",
+       "      <td>792</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>4638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182128</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N621VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26141</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N577AA</td>\n",
+       "      <td>361</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3313</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182135</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N585JB</td>\n",
+       "      <td>155</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N438UA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182141</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N203WN</td>\n",
+       "      <td>490</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N358NW</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182145</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GAAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14125</td>\n",
+       "      <td>4153</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16234</td>\n",
+       "      <td>1703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182150</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CRW</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>444</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182151</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N432UA</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>427.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>435.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N811UA</td>\n",
+       "      <td>479</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182155</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N377NW</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182156</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N337NB</td>\n",
+       "      <td>1305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182157</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>619</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182159</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N706SW</td>\n",
+       "      <td>1596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182160</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N817UA</td>\n",
+       "      <td>686</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8943A</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182164</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27152</td>\n",
+       "      <td>4166</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14242</td>\n",
+       "      <td>1548</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182166</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N592UA</td>\n",
+       "      <td>884</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182167</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>4660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N519UA</td>\n",
+       "      <td>570</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182169</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14143</td>\n",
+       "      <td>4658</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N607JB</td>\n",
+       "      <td>199</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N814UA</td>\n",
+       "      <td>996</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182172</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182174</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N639JB</td>\n",
+       "      <td>43</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182181</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12136</td>\n",
+       "      <td>4631</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182182</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182184</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13979</td>\n",
+       "      <td>4641</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>713</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182187</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N709JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182188</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76288</td>\n",
+       "      <td>1299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N479UA</td>\n",
+       "      <td>411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KBAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N558AA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182193</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182194</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N768JB</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15985</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4117</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N79521</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N630JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N309JB</td>\n",
+       "      <td>515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N715JB</td>\n",
+       "      <td>112</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182240</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N607AT</td>\n",
+       "      <td>354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>405.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4414</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>359.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N804JB</td>\n",
+       "      <td>325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182245</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N712JB</td>\n",
+       "      <td>1018</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>446.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>701</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182249</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>4153</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>446.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N450WN</td>\n",
+       "      <td>1731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182252</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>528.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N612JB</td>\n",
+       "      <td>707</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182253</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4641</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>606.0</td>\n",
+       "      <td>761.0</td>\n",
+       "      <td>923.0</td>\n",
+       "      <td>783.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DGAA</td>\n",
+       "      <td>1901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>617.0</td>\n",
+       "      <td>797.0</td>\n",
+       "      <td>858.0</td>\n",
+       "      <td>783.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GJAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>758.0</td>\n",
+       "      <td>753.0</td>\n",
+       "      <td>1049.0</td>\n",
+       "      <td>744.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N927DA</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>807.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1028.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N520UA</td>\n",
+       "      <td>669</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>854.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1105.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N541UA</td>\n",
+       "      <td>569</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>901.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1035.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N812MQ</td>\n",
+       "      <td>4418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>912.0</td>\n",
+       "      <td>812.0</td>\n",
+       "      <td>1228.0</td>\n",
+       "      <td>821.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N900DE</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>924.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1036.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27190</td>\n",
+       "      <td>4420</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>937.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>1273</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>943.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N581UA</td>\n",
+       "      <td>388</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1000.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182533</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1002.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5025</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1007.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1124.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N933XJ</td>\n",
+       "      <td>3335</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1020.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3538</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1029.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N502AA</td>\n",
+       "      <td>1097</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1041.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N670US</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1045.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14180</td>\n",
+       "      <td>4472</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1050.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N30401</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1133.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11181</td>\n",
+       "      <td>4140</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1133.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N910XJ</td>\n",
+       "      <td>3521</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1243.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3432</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182626</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76503</td>\n",
+       "      <td>1420</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>381.0</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>385.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N514MQ</td>\n",
+       "      <td>3768</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1341.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34110</td>\n",
+       "      <td>4240</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N542MQ</td>\n",
+       "      <td>4661</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182662</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>4269</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1316.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4586</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182677</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N69154</td>\n",
+       "      <td>1479</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14177</td>\n",
+       "      <td>5679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1325.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>4646</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N490UA</td>\n",
+       "      <td>235</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182695</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N487WN</td>\n",
+       "      <td>2497</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4640</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182698</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N735MQ</td>\n",
+       "      <td>4553</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N988DL</td>\n",
+       "      <td>781</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11113</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1414.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N29129</td>\n",
+       "      <td>1025</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4862</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N761ND</td>\n",
+       "      <td>4898</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N758US</td>\n",
+       "      <td>2175</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4308</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N607AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N669AW</td>\n",
+       "      <td>186</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>3821</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>5670</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182775</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1516.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17196</td>\n",
+       "      <td>4193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N302DQ</td>\n",
+       "      <td>935</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>708</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N712JB</td>\n",
+       "      <td>393</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182810</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N721TW</td>\n",
+       "      <td>963</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182814</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N334NW</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N717JL</td>\n",
+       "      <td>721</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182817</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1041</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182818</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N439AA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N655MQ</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182837</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N547AA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182852</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>1275</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182853</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24702</td>\n",
+       "      <td>1542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N958DL</td>\n",
+       "      <td>1779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182878</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N804MQ</td>\n",
+       "      <td>4403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182880</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N659JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182897</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>4657</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182898</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73276</td>\n",
+       "      <td>1116</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4445</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87527</td>\n",
+       "      <td>1726</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N457UW</td>\n",
+       "      <td>720</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182910</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>3383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3400</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>745</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182916</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N640JB</td>\n",
+       "      <td>157</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>3825</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BKAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N318US</td>\n",
+       "      <td>2175</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3315</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N486WN</td>\n",
+       "      <td>197</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N821UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N163US</td>\n",
+       "      <td>1002</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>4579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8869B</td>\n",
+       "      <td>3580</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>184</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>4663</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N507AY</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N758US</td>\n",
+       "      <td>2183</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>214</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EGAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37252</td>\n",
+       "      <td>1242</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N218FR</td>\n",
+       "      <td>419</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N323US</td>\n",
+       "      <td>2383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37267</td>\n",
+       "      <td>1064</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N480AA</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182963</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N664AW</td>\n",
+       "      <td>449</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182972</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182973</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N744P</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>214</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182976</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37434</td>\n",
+       "      <td>1633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182977</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N998DL</td>\n",
+       "      <td>2370</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182980</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76269</td>\n",
+       "      <td>1637</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182988</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N5PBMQ</td>\n",
+       "      <td>3730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N523VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182991</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75425</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182993</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>989</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>182999</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12195</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183002</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>173</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJC</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N717MQ</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CRW</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>444</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183013</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N537JB</td>\n",
+       "      <td>91</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>368.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WLAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N184US</td>\n",
+       "      <td>1973</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183019</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183023</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N717JL</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3757D</td>\n",
+       "      <td>1643</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183026</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N842VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>376.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N791SW</td>\n",
+       "      <td>1545</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N520AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N826AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N651JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183035</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N839MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GRAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>217</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183038</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N338AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N754EV</td>\n",
+       "      <td>5168</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>461</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183043</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N372DA</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183045</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>645</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183046</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N317NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183050</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N414WN</td>\n",
+       "      <td>3135</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183052</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N637VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183053</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N201LV</td>\n",
+       "      <td>3962</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N603DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183055</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38257</td>\n",
+       "      <td>1299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183056</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N290AT</td>\n",
+       "      <td>722</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183057</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N497UA</td>\n",
+       "      <td>568</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183058</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N155DL</td>\n",
+       "      <td>951</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183059</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>5181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183060</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26226</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183061</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N612QX</td>\n",
+       "      <td>5220</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183063</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13248</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183064</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N709JB</td>\n",
+       "      <td>677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183065</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N274WN</td>\n",
+       "      <td>717</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N467UA</td>\n",
+       "      <td>996</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N6702</td>\n",
+       "      <td>1305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183068</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N716UW</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183069</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78506</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N565UA</td>\n",
+       "      <td>459</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183071</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11113</td>\n",
+       "      <td>4642</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183072</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>4421</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183073</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GMAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N932DL</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183075</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12163</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183076</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3369</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183077</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27213</td>\n",
+       "      <td>1066</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183078</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N624AG</td>\n",
+       "      <td>2363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>3852</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183080</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N506JB</td>\n",
+       "      <td>199</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183081</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N557UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76529</td>\n",
+       "      <td>1219</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183083</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16234</td>\n",
+       "      <td>1673</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183084</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183085</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N588UA</td>\n",
+       "      <td>570</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183086</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>3826</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24211</td>\n",
+       "      <td>1574</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N591JB</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183089</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N529UA</td>\n",
+       "      <td>768</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183090</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GCAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183091</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N661JB</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183092</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GEAA</td>\n",
+       "      <td>1787</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183093</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>3806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183094</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N793JB</td>\n",
+       "      <td>713</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183095</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N432UA</td>\n",
+       "      <td>205</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183096</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3741S</td>\n",
+       "      <td>245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183097</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N535JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183098</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N638VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183099</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14902</td>\n",
+       "      <td>5661</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183100</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N973DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183101</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N222WN</td>\n",
+       "      <td>504</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183102</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>104</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183103</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183104</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N750UW</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183105</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37298</td>\n",
+       "      <td>1130</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183106</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N588JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183107</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N54711</td>\n",
+       "      <td>1127</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76502</td>\n",
+       "      <td>1482</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N819UA</td>\n",
+       "      <td>301</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183110</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N79521</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183111</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183112</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>406.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>405.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183113</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>171</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183115</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>619</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16701</td>\n",
+       "      <td>1241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183117</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N509MQ</td>\n",
+       "      <td>4626</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183118</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N337NB</td>\n",
+       "      <td>1433</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>817.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1056.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26141</td>\n",
+       "      <td>4266</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183442</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1009.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>1061</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1013.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1137.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3521</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1018.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1147.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N804MQ</td>\n",
+       "      <td>4418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1035.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1230.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N162UW</td>\n",
+       "      <td>1032</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183476</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1110.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N390DA</td>\n",
+       "      <td>857</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N998DL</td>\n",
+       "      <td>1919</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1349.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N545UW</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4360</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1349.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N719EV</td>\n",
+       "      <td>5273</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183557</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N663JB</td>\n",
+       "      <td>375</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N515MQ</td>\n",
+       "      <td>3792</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N806UA</td>\n",
+       "      <td>594</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>1006</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183636</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183718</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N838MQ</td>\n",
+       "      <td>4425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183726</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N921DL</td>\n",
+       "      <td>1779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N529AA</td>\n",
+       "      <td>883</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N900DE</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N564JB</td>\n",
+       "      <td>393</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N877AS</td>\n",
+       "      <td>5745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183808</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N365AA</td>\n",
+       "      <td>1769</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4318</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>4975</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N958DL</td>\n",
+       "      <td>1231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183832</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27722</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N687MQ</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N307JB</td>\n",
+       "      <td>12</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N591JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75435</td>\n",
+       "      <td>1712</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>147</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N663JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N746JB</td>\n",
+       "      <td>801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>183974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184052</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>704.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>948.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GSAA</td>\n",
+       "      <td>707</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184111</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>805.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1025.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>117</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>938.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N387DA</td>\n",
+       "      <td>183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1137.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N845VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N847VA</td>\n",
+       "      <td>187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14228</td>\n",
+       "      <td>1461</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4706</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17233</td>\n",
+       "      <td>1242</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>615</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N6EAMQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3767</td>\n",
+       "      <td>329</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WSAA</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>4645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>4626</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N922FJ</td>\n",
+       "      <td>2705</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N534JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>4353</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184814</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N622VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DTAA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N588UA</td>\n",
+       "      <td>910</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184848</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N967UW</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184862</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N949UW</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>5220</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14231</td>\n",
+       "      <td>1717</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N768JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N500MQ</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N206JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184891</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N209WN</td>\n",
+       "      <td>1731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N621JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184894</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>4660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N720EV</td>\n",
+       "      <td>5212</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184902</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>701</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N307JB</td>\n",
+       "      <td>104</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76529</td>\n",
+       "      <td>1066</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N779JB</td>\n",
+       "      <td>677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184910</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N530MQ</td>\n",
+       "      <td>4660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184913</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N508JB</td>\n",
+       "      <td>325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184916</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N794JB</td>\n",
+       "      <td>1018</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>128</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>184918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>422.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185027</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>719.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>828.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14162</td>\n",
+       "      <td>4264</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>901.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1114.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N316JB</td>\n",
+       "      <td>1273</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>903.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1129.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5363</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>945.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N703JB</td>\n",
+       "      <td>901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185208</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1000.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N822UA</td>\n",
+       "      <td>212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185210</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1002.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N749US</td>\n",
+       "      <td>2167</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1019.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1334.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N607JB</td>\n",
+       "      <td>57</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39297</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185264</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1122.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N758US</td>\n",
+       "      <td>2169</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1139.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21154</td>\n",
+       "      <td>4240</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17730</td>\n",
+       "      <td>1617</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N659JB</td>\n",
+       "      <td>1</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1251.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N831UA</td>\n",
+       "      <td>673</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N839UA</td>\n",
+       "      <td>617</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N512MQ</td>\n",
+       "      <td>4658</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1324.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N534MQ</td>\n",
+       "      <td>4646</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1325.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N463UA</td>\n",
+       "      <td>517</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1534.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N592AA</td>\n",
+       "      <td>329</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1339.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1341.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>3697</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1349.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N853UA</td>\n",
+       "      <td>325</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N980AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N796JB</td>\n",
+       "      <td>991</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7704B</td>\n",
+       "      <td>2226</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N599AA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185472</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N722TW</td>\n",
+       "      <td>963</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1041</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N658JB</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11106</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>63</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>3853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N827AS</td>\n",
+       "      <td>5745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>4157</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185555</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N753US</td>\n",
+       "      <td>1899</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185564</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185577</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>4534</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>4415</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8659B</td>\n",
+       "      <td>3881</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>4349</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>4540</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185594</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>3819</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34131</td>\n",
+       "      <td>1101</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185603</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11544</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N661JB</td>\n",
+       "      <td>8</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185611</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N245WN</td>\n",
+       "      <td>197</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N525MQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>1275</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14168</td>\n",
+       "      <td>4645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8698A</td>\n",
+       "      <td>3580</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N923XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N547UA</td>\n",
+       "      <td>251</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N606JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N933XJ</td>\n",
+       "      <td>3400</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>745</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>4663</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185639</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N439UA</td>\n",
+       "      <td>205</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N203FR</td>\n",
+       "      <td>419</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11119</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185642</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>12</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N831AY</td>\n",
+       "      <td>3579</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HSAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76523</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N631MQ</td>\n",
+       "      <td>3985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N822UA</td>\n",
+       "      <td>489</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N74856</td>\n",
+       "      <td>1165</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185659</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N351NW</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185662</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N927LR</td>\n",
+       "      <td>2705</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185663</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>4601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N621JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N665JB</td>\n",
+       "      <td>143</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17560</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>4638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WJAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185685</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N258WN</td>\n",
+       "      <td>504</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>3730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N551UW</td>\n",
+       "      <td>297</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12218</td>\n",
+       "      <td>1657</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185697</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N314NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185701</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N813UA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185703</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185707</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N512MQ</td>\n",
+       "      <td>4674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N505UA</td>\n",
+       "      <td>535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>4626</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185712</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76526</td>\n",
+       "      <td>1152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N927AT</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N592AA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NB</td>\n",
+       "      <td>1051</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185718</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N589JB</td>\n",
+       "      <td>9</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185721</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>139</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BGAA</td>\n",
+       "      <td>1901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8903A</td>\n",
+       "      <td>4178</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8914A</td>\n",
+       "      <td>4019</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4295</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>4087</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JMAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CCAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N542UW</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JTAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5168</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BTAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BYAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N433UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3446</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4153</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N405UA</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8631E</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185758</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>5222</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XDAA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N974DL</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N781WN</td>\n",
+       "      <td>3962</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N607JB</td>\n",
+       "      <td>171</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N707SA</td>\n",
+       "      <td>3135</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N822MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N989DL</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XXAA</td>\n",
+       "      <td>361</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>4569</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N966DL</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>3838</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185780</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N972DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13133</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>91</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HAAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185786</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N316JB</td>\n",
+       "      <td>619</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N408UA</td>\n",
+       "      <td>373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N736SA</td>\n",
+       "      <td>490</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>130</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HDAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14902</td>\n",
+       "      <td>4622</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N820UA</td>\n",
+       "      <td>301</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N738MQ</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N768JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5220</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>3806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N521MQ</td>\n",
+       "      <td>3744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N640JB</td>\n",
+       "      <td>155</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N929DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185808</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18102</td>\n",
+       "      <td>4642</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>3826</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185810</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N447UA</td>\n",
+       "      <td>994</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11113</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>4414</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185814</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N456UA</td>\n",
+       "      <td>686</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>4293</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4658</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185817</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185818</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N487AA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N512UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N729JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4421</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N796JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>4573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8946A</td>\n",
+       "      <td>3798</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N248WN</td>\n",
+       "      <td>1731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4117</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N830UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4631</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185832</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185834</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>4617</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N633JB</td>\n",
+       "      <td>199</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N320AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185837</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N511UA</td>\n",
+       "      <td>768</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N624VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>363.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>701</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N497UA</td>\n",
+       "      <td>568</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185843</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N506JB</td>\n",
+       "      <td>801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185845</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11544</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185846</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>104</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>3852</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>22</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185894</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N662JB</td>\n",
+       "      <td>1018</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N917WN</td>\n",
+       "      <td>1731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185897</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185898</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N516JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>185899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>627.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N588JB</td>\n",
+       "      <td>727</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186229</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1102.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1253.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N830UA</td>\n",
+       "      <td>673</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1108.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1249.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N737US</td>\n",
+       "      <td>2169</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1111.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N512MQ</td>\n",
+       "      <td>4670</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N763US</td>\n",
+       "      <td>1277</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186253</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1325.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N877AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1224.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14237</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N967AT</td>\n",
+       "      <td>347</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N774SW</td>\n",
+       "      <td>2497</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186371</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N570JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3765</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N607AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N621JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N516JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>4267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N737US</td>\n",
+       "      <td>2177</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14125</td>\n",
+       "      <td>4308</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>4588</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N662AW</td>\n",
+       "      <td>688</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186471</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N770UW</td>\n",
+       "      <td>2179</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>4975</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>1275</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186481</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N303DQ</td>\n",
+       "      <td>935</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N699MQ</td>\n",
+       "      <td>4172</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N830AS</td>\n",
+       "      <td>5745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27200</td>\n",
+       "      <td>4157</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>4429</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24128</td>\n",
+       "      <td>4193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16147</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N658JB</td>\n",
+       "      <td>393</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GCAA</td>\n",
+       "      <td>854</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N804JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N318NB</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186548</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N754SW</td>\n",
+       "      <td>3952</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>157</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N552JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>5678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N717MQ</td>\n",
+       "      <td>4540</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N793JB</td>\n",
+       "      <td>143</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8444F</td>\n",
+       "      <td>3603</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N304DQ</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N636MQ</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N570AA</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186616</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>3819</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>5674</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186622</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N530AA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186623</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4463</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N210WN</td>\n",
+       "      <td>197</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33209</td>\n",
+       "      <td>1064</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N345NW</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>989</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16561</td>\n",
+       "      <td>4560</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N542MQ</td>\n",
+       "      <td>4601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N722EV</td>\n",
+       "      <td>5486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N487AA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186667</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N939LR</td>\n",
+       "      <td>2705</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186669</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N668AW</td>\n",
+       "      <td>449</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N806UA</td>\n",
+       "      <td>994</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N527VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>367.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186687</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N251WN</td>\n",
+       "      <td>504</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186691</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73276</td>\n",
+       "      <td>1116</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N715SW</td>\n",
+       "      <td>1545</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186707</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FGAA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N709UW</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186711</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N68452</td>\n",
+       "      <td>1637</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186713</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33289</td>\n",
+       "      <td>1645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N323AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N923XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N578AA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17108</td>\n",
+       "      <td>4295</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24103</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>645</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37277</td>\n",
+       "      <td>1703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14173</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ACAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N409AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N351NW</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14168</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186757</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>5220</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186758</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N838MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>130</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N796JB</td>\n",
+       "      <td>645</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8913A</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186765</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N854UA</td>\n",
+       "      <td>706</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27200</td>\n",
+       "      <td>4642</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5222</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N968DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>3838</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186775</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N534MQ</td>\n",
+       "      <td>3730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N596UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JLAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186780</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N754EV</td>\n",
+       "      <td>5181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14116</td>\n",
+       "      <td>4166</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N825AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186788</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N842MQ</td>\n",
+       "      <td>4573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N635VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5212</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N805UA</td>\n",
+       "      <td>330</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4658</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78501</td>\n",
+       "      <td>1241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>3852</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>4631</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>4584</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N659JB</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N822UA</td>\n",
+       "      <td>411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186810</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N502MQ</td>\n",
+       "      <td>4617</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14125</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N25705</td>\n",
+       "      <td>1548</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N570JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186858</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N770UW</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N821JB</td>\n",
+       "      <td>1018</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N715UW</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N294WN</td>\n",
+       "      <td>1731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186862</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N735MQ</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>186863</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>3838</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187033</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>808.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1008.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N185UW</td>\n",
+       "      <td>1431</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187101</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>906.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1112.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13995</td>\n",
+       "      <td>4250</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>938.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1133.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N669AW</td>\n",
+       "      <td>675</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>959.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1147.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N842MQ</td>\n",
+       "      <td>4558</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187204</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N917WN</td>\n",
+       "      <td>972</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N586UA</td>\n",
+       "      <td>428</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1233.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4670</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N521SW</td>\n",
+       "      <td>529</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1412.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N842MQ</td>\n",
+       "      <td>4426</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4096</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N23139</td>\n",
+       "      <td>4193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N491WN</td>\n",
+       "      <td>2497</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1516.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13995</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N558AA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>4267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>4429</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N588JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34111</td>\n",
+       "      <td>5673</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21154</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N537MQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14186</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N661JB</td>\n",
+       "      <td>157</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187555</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N802UA</td>\n",
+       "      <td>489</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N542MQ</td>\n",
+       "      <td>4657</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N811UA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17560</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N242WN</td>\n",
+       "      <td>717</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13969</td>\n",
+       "      <td>3819</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N403UA</td>\n",
+       "      <td>555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N133EV</td>\n",
+       "      <td>4997</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KEAA</td>\n",
+       "      <td>1901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187636</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26208</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>4180</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JDAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187670</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BDAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N537JB</td>\n",
+       "      <td>143</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N521MQ</td>\n",
+       "      <td>4626</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N316JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8923A</td>\n",
+       "      <td>4059</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>549</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HSAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187688</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>5168</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187695</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N173US</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187699</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N550WN</td>\n",
+       "      <td>3952</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14143</td>\n",
+       "      <td>4571</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187703</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N519JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187705</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N388DA</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187706</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GHAA</td>\n",
+       "      <td>1787</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187707</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>155</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>423.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>422.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N931WN</td>\n",
+       "      <td>2226</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8604C</td>\n",
+       "      <td>4019</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8560F</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12157</td>\n",
+       "      <td>4642</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AKAA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187718</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>4569</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N350NA</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13995</td>\n",
+       "      <td>4560</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187723</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CAAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187726</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>3806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N535JB</td>\n",
+       "      <td>645</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8659B</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187732</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N203FR</td>\n",
+       "      <td>419</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N932AT</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16701</td>\n",
+       "      <td>1187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N557UA</td>\n",
+       "      <td>535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76526</td>\n",
+       "      <td>1130</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>4153</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N413UA</td>\n",
+       "      <td>740</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N462UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N980AT</td>\n",
+       "      <td>354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N633DL</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N705SW</td>\n",
+       "      <td>3135</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187757</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N825UA</td>\n",
+       "      <td>330</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187758</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4166</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N435AA</td>\n",
+       "      <td>361</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N512UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N323AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8933B</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14125</td>\n",
+       "      <td>4631</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N852MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14972</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>104</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187775</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>3852</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>4584</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4117</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12167</td>\n",
+       "      <td>4293</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4421</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187780</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N839MQ</td>\n",
+       "      <td>4449</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18114</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21154</td>\n",
+       "      <td>4658</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>187835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>813.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>950.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N33182</td>\n",
+       "      <td>4608</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188080</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>913.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1152.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N239JB</td>\n",
+       "      <td>219</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188089</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>924.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1100.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N514MQ</td>\n",
+       "      <td>4655</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188112</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>950.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>4558</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18114</td>\n",
+       "      <td>4140</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188182</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1112.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8492C</td>\n",
+       "      <td>3608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>4694</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188213</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1155.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87527</td>\n",
+       "      <td>1725</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188227</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1208.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14143</td>\n",
+       "      <td>4472</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>3815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N809UA</td>\n",
+       "      <td>325</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188300</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N557UA</td>\n",
+       "      <td>580</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N177US</td>\n",
+       "      <td>1459</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16561</td>\n",
+       "      <td>5670</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N41135</td>\n",
+       "      <td>1641</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N510JB</td>\n",
+       "      <td>1783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12172</td>\n",
+       "      <td>4308</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N660AW</td>\n",
+       "      <td>186</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>3832</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N730SW</td>\n",
+       "      <td>1638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188389</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1534.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N811UA</td>\n",
+       "      <td>545</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>4668</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>4975</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188442</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4335</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27152</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>4708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N412UA</td>\n",
+       "      <td>471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N41104</td>\n",
+       "      <td>4193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>3825</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N530MQ</td>\n",
+       "      <td>4657</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>12</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>5673</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>3853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>5660</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N519LR</td>\n",
+       "      <td>3790</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N964WN</td>\n",
+       "      <td>3952</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N474UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N822UA</td>\n",
+       "      <td>489</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12163</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188557</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N705JB</td>\n",
+       "      <td>675</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N302DQ</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>4540</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188577</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>4445</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13969</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188592</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N806UA</td>\n",
+       "      <td>563</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188594</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XVAA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N706SW</td>\n",
+       "      <td>717</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N404UA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35271</td>\n",
+       "      <td>1637</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76288</td>\n",
+       "      <td>1657</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N204FR</td>\n",
+       "      <td>419</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JFAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>3819</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188622</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N832UA</td>\n",
+       "      <td>463</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N517MQ</td>\n",
+       "      <td>4601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14972</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188642</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>4663</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N331NW</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188648</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188662</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24729</td>\n",
+       "      <td>1633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188663</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N150UW</td>\n",
+       "      <td>1973</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N735MQ</td>\n",
+       "      <td>4415</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37287</td>\n",
+       "      <td>1645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>4484</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3446</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>3730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12172</td>\n",
+       "      <td>4645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N457WN</td>\n",
+       "      <td>1596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188690</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>5222</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N421LV</td>\n",
+       "      <td>504</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188698</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>5486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N787SA</td>\n",
+       "      <td>3135</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188703</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188707</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N968DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4560</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14188</td>\n",
+       "      <td>4295</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188713</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N720MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27213</td>\n",
+       "      <td>1127</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188721</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N956UW</td>\n",
+       "      <td>2140</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JSAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>130</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188732</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12166</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27200</td>\n",
+       "      <td>4087</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N415WN</td>\n",
+       "      <td>1545</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N951DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N510UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188744</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5168</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N556AA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>3826</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N480UA</td>\n",
+       "      <td>996</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188757</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76503</td>\n",
+       "      <td>1241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N444UA</td>\n",
+       "      <td>282</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N551UA</td>\n",
+       "      <td>347</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>3852</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188765</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N852UA</td>\n",
+       "      <td>686</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>3744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N822MQ</td>\n",
+       "      <td>4573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>3838</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N855UA</td>\n",
+       "      <td>301</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188775</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76515</td>\n",
+       "      <td>1299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N716EV</td>\n",
+       "      <td>5212</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4658</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188780</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N338AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4425</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N519MQ</td>\n",
+       "      <td>4584</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188786</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N447UA</td>\n",
+       "      <td>411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>4660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4421</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>188817</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N643JB</td>\n",
+       "      <td>112</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189060</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>907.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1051.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33286</td>\n",
+       "      <td>1162</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189144</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1040.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N519MQ</td>\n",
+       "      <td>4619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1151.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>5164</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1356.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N506JB</td>\n",
+       "      <td>991</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N409UA</td>\n",
+       "      <td>704</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N723EV</td>\n",
+       "      <td>5216</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14198</td>\n",
+       "      <td>4640</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11106</td>\n",
+       "      <td>4141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N645JB</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>5793</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N323AA</td>\n",
+       "      <td>117</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1516.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N842UA</td>\n",
+       "      <td>545</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N822MQ</td>\n",
+       "      <td>4491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N909EV</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1041</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11176</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189463</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N521UA</td>\n",
+       "      <td>711</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>3315</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189476</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N702UW</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>1275</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18101</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N946DL</td>\n",
+       "      <td>1982</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76502</td>\n",
+       "      <td>1242</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75428</td>\n",
+       "      <td>1563</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N802UA</td>\n",
+       "      <td>586</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N968WN</td>\n",
+       "      <td>197</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189533</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N423UA</td>\n",
+       "      <td>722</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N302DQ</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N852UA</td>\n",
+       "      <td>489</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N708JB</td>\n",
+       "      <td>36</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>5668</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189557</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>3819</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N477WN</td>\n",
+       "      <td>717</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N571UA</td>\n",
+       "      <td>639</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13161</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N537AA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N477UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N738MQ</td>\n",
+       "      <td>4540</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N196UW</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189585</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N909FJ</td>\n",
+       "      <td>2705</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N736SA</td>\n",
+       "      <td>1596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21154</td>\n",
+       "      <td>4560</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189603</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N197JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4663</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16709</td>\n",
+       "      <td>1633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N749SW</td>\n",
+       "      <td>3962</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18114</td>\n",
+       "      <td>4645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78501</td>\n",
+       "      <td>1657</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14198</td>\n",
+       "      <td>4638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N330AT</td>\n",
+       "      <td>722</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189636</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N844UA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N514MQ</td>\n",
+       "      <td>4657</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N800AY</td>\n",
+       "      <td>4277</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N720WN</td>\n",
+       "      <td>504</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189661</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N704SW</td>\n",
+       "      <td>1354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4484</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189666</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N188US</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189669</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>4626</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N592JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>4087</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76504</td>\n",
+       "      <td>1673</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N199UW</td>\n",
+       "      <td>1973</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N358NB</td>\n",
+       "      <td>706</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189685</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N521MQ</td>\n",
+       "      <td>4601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189686</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N517MQ</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189688</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4353</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8855A</td>\n",
+       "      <td>3826</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189695</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N711UW</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189699</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76528</td>\n",
+       "      <td>1574</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189703</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N907DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189711</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CLAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12166</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N934DL</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189721</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4153</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N993DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11106</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189726</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77295</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N506JB</td>\n",
+       "      <td>645</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>3806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14125</td>\n",
+       "      <td>4622</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17159</td>\n",
+       "      <td>4642</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8797A</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N807JB</td>\n",
+       "      <td>801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>3847</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N640JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>4569</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N18220</td>\n",
+       "      <td>1130</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N958UW</td>\n",
+       "      <td>2142</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189758</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N512MQ</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14168</td>\n",
+       "      <td>5661</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N721MQ</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N770UW</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N716EV</td>\n",
+       "      <td>5212</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189765</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N947UW</td>\n",
+       "      <td>2144</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N284WN</td>\n",
+       "      <td>1731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N854UA</td>\n",
+       "      <td>686</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21197</td>\n",
+       "      <td>3256</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N703JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4117</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4631</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N197JB</td>\n",
+       "      <td>104</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>4276</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4421</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N329NW</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>4660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189786</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>4584</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189788</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N408WN</td>\n",
+       "      <td>3135</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N539MQ</td>\n",
+       "      <td>4617</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N497UA</td>\n",
+       "      <td>205</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N723EV</td>\n",
+       "      <td>5220</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>27</td>\n",
+       "      <td>702.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>807.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N733UW</td>\n",
+       "      <td>1885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>96</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>27</td>\n",
+       "      <td>801.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>959.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21154</td>\n",
+       "      <td>4264</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>27</td>\n",
+       "      <td>857.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N655JB</td>\n",
+       "      <td>389</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189984</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>27</td>\n",
+       "      <td>909.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301DQ</td>\n",
+       "      <td>807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>189990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>27</td>\n",
+       "      <td>920.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1212.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N338AA</td>\n",
+       "      <td>443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>27</td>\n",
+       "      <td>952.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N264LV</td>\n",
+       "      <td>2392</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>27</td>\n",
+       "      <td>959.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1241.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N469UA</td>\n",
+       "      <td>815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1012.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N821AY</td>\n",
+       "      <td>4051</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190217</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>4892</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>722</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190288</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N655JB</td>\n",
+       "      <td>393</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N991DL</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13979</td>\n",
+       "      <td>3853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N131EV</td>\n",
+       "      <td>4975</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190389</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21144</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N505UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N998AT</td>\n",
+       "      <td>742</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8710A</td>\n",
+       "      <td>4019</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N530MQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>4997</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N511UA</td>\n",
+       "      <td>741</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N388DA</td>\n",
+       "      <td>1629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N625JB</td>\n",
+       "      <td>677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190541</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N636VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>5222</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>804.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>927.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>1305</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190707</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>836.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1124.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N760JB</td>\n",
+       "      <td>361</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1052.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N485AA</td>\n",
+       "      <td>1097</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1157.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N801AY</td>\n",
+       "      <td>3608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1118.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N713TW</td>\n",
+       "      <td>1765</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190880</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1156.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N635VA</td>\n",
+       "      <td>187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1209.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N670DN</td>\n",
+       "      <td>1747</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>762</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1243.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N838VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>190990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>32</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191035</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>3821</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N705TW</td>\n",
+       "      <td>1322</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191159</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>117</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191182</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ACAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14186</td>\n",
+       "      <td>4663</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191232</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N852VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14543</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N718TW</td>\n",
+       "      <td>31</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>4319</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N917DN</td>\n",
+       "      <td>1982</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191283</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73275</td>\n",
+       "      <td>1064</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N522VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N765SW</td>\n",
+       "      <td>659</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4199</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N320AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3773D</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3753</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N775JB</td>\n",
+       "      <td>645</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11140</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N519MQ</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>375.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4676</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N820AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>22</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>708.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1010.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13110</td>\n",
+       "      <td>32</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191814</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1106.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8903A</td>\n",
+       "      <td>3608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191818</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1108.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1352.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N616DL</td>\n",
+       "      <td>1947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4140</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1534.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N675AW</td>\n",
+       "      <td>75</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>191963</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N705TW</td>\n",
+       "      <td>863</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192035</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192059</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4157</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192072</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>4975</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4668</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192078</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16178</td>\n",
+       "      <td>4193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192119</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N236WN</td>\n",
+       "      <td>3952</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N325US</td>\n",
+       "      <td>2175</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192162</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192174</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24706</td>\n",
+       "      <td>1639</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192182</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192183</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N663AW</td>\n",
+       "      <td>140</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192193</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N137EV</td>\n",
+       "      <td>4997</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N412UA</td>\n",
+       "      <td>563</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192230</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75435</td>\n",
+       "      <td>1284</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16561</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11140</td>\n",
+       "      <td>4645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N658DL</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N357NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N929DL</td>\n",
+       "      <td>2370</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>3369</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N807JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N209FR</td>\n",
+       "      <td>419</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N674DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14198</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11155</td>\n",
+       "      <td>4166</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N302NB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78448</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N639JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17560</td>\n",
+       "      <td>4421</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N932DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N962DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192685</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>859.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1019.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>4243</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1011.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4125</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192898</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12163</td>\n",
+       "      <td>4162</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7730A</td>\n",
+       "      <td>1791</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192943</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4172</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192955</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>4096</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192963</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34111</td>\n",
+       "      <td>4193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>192968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N19141</td>\n",
+       "      <td>1054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193026</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1534.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4511</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193073</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N344NW</td>\n",
+       "      <td>1231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>5276</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193083</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57111</td>\n",
+       "      <td>1600</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193099</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N620MQ</td>\n",
+       "      <td>4172</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193113</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N550UW</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N66057</td>\n",
+       "      <td>15</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>590.0</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FRAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193240</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N784JB</td>\n",
+       "      <td>91</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HEAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193360</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14173</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193389</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DGAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N828UA</td>\n",
+       "      <td>330</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>4</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193411</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>434.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>408.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N628VA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N536UA</td>\n",
+       "      <td>700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N508JB</td>\n",
+       "      <td>61</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N503JB</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N651AW</td>\n",
+       "      <td>186</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N564JB</td>\n",
+       "      <td>143</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>193967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N544MQ</td>\n",
+       "      <td>3765</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194083</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N398DA</td>\n",
+       "      <td>4</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N576AA</td>\n",
+       "      <td>773</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N852UA</td>\n",
+       "      <td>398</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>5486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N268WN</td>\n",
+       "      <td>3962</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3735D</td>\n",
+       "      <td>1629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N184DN</td>\n",
+       "      <td>17</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8932C</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4226</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4247</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N534UA</td>\n",
+       "      <td>593</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N564JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N81449</td>\n",
+       "      <td>1159</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N603JB</td>\n",
+       "      <td>111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>43</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194378</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>541.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N641JB</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>726.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>911.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N136EV</td>\n",
+       "      <td>5068</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>930.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1044.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>3737</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>949.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1057.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N433UA</td>\n",
+       "      <td>385</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194685</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1013.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NB</td>\n",
+       "      <td>2245</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N131EV</td>\n",
+       "      <td>5386</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11191</td>\n",
+       "      <td>4376</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N433UA</td>\n",
+       "      <td>587</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11119</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N997AT</td>\n",
+       "      <td>721</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>194983</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N612JB</td>\n",
+       "      <td>63</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195049</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8412F</td>\n",
+       "      <td>4203</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195114</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>4975</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195143</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N808UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N531JB</td>\n",
+       "      <td>9</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195193</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FRAA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N585JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195233</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HXAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N372NW</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N717MQ</td>\n",
+       "      <td>4484</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N708JB</td>\n",
+       "      <td>195</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3416</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N494UA</td>\n",
+       "      <td>614</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HRAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N564JB</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N705JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4400</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N443UA</td>\n",
+       "      <td>620</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N833UA</td>\n",
+       "      <td>768</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4247</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>3850</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>750.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>915.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>3853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>906.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12201</td>\n",
+       "      <td>4393</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>933.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1112.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3521</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1009.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1212.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N452UA</td>\n",
+       "      <td>544</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1046.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1223.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N557AA</td>\n",
+       "      <td>313</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195700</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N567AA</td>\n",
+       "      <td>319</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195711</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1133.0</td>\n",
+       "      <td>878.0</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>875.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>3744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1143.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N31131</td>\n",
+       "      <td>4140</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195723</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1149.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>4510</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YMAA</td>\n",
+       "      <td>321</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1208.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13750</td>\n",
+       "      <td>1210</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N18119</td>\n",
+       "      <td>1696</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76529</td>\n",
+       "      <td>1267</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195765</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1243.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N834AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4666</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1352.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WLAA</td>\n",
+       "      <td>327</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1412.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>3697</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195846</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N466UA</td>\n",
+       "      <td>619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195883</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XJAA</td>\n",
+       "      <td>329</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195904</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N846UA</td>\n",
+       "      <td>522</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195951</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195956</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13138</td>\n",
+       "      <td>1607</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>397.0</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>369.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N538UA</td>\n",
+       "      <td>595</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N904DL</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>3765</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195973</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73256</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195975</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195987</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N757UW</td>\n",
+       "      <td>2179</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>195989</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N752US</td>\n",
+       "      <td>1899</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196004</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8659B</td>\n",
+       "      <td>4203</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N594AA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N550AA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N427UA</td>\n",
+       "      <td>665</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196045</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N522LR</td>\n",
+       "      <td>3791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196050</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N463UA</td>\n",
+       "      <td>597</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196075</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>4540</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196076</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>5486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196080</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>3315</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196083</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>4657</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196085</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17115</td>\n",
+       "      <td>4364</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196097</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12172</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196100</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N508AY</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196105</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16701</td>\n",
+       "      <td>1189</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196146</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N31131</td>\n",
+       "      <td>4558</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196160</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4663</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196164</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N508UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N826UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196172</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N424AA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196174</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N437UA</td>\n",
+       "      <td>734</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N809UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196200</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11189</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196201</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N840MQ</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196222</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27722</td>\n",
+       "      <td>1152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196227</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N935DL</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196240</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N733UW</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196245</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FPAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N511UA</td>\n",
+       "      <td>588</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196269</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N606JB</td>\n",
+       "      <td>111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N540AA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33286</td>\n",
+       "      <td>1112</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N939DL</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5057</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196300</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18101</td>\n",
+       "      <td>4419</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14143</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WPAA</td>\n",
+       "      <td>361</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N436AA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35271</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4400</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196315</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N831UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5215</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N423UA</td>\n",
+       "      <td>424</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>3834</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>3792</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16703</td>\n",
+       "      <td>1625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N699MQ</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196869</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N370NW</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N628MQ</td>\n",
+       "      <td>4172</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N925DL</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3400</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>745</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NW</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CPAA</td>\n",
+       "      <td>565</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>44</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N627MQ</td>\n",
+       "      <td>4146</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196936</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N206JB</td>\n",
+       "      <td>618</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>1012</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196949</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>24</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57852</td>\n",
+       "      <td>1564</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N316JB</td>\n",
+       "      <td>1111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GUAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N850MQ</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N191DN</td>\n",
+       "      <td>17</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196976</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3334</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196977</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N619MQ</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196984</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N658MQ</td>\n",
+       "      <td>3985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196986</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>196995</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N313US</td>\n",
+       "      <td>1433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197004</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HXAA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197008</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N961DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N712JB</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N805AY</td>\n",
+       "      <td>3590</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197021</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N366NW</td>\n",
+       "      <td>2457</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197022</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N933XJ</td>\n",
+       "      <td>3403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N813AY</td>\n",
+       "      <td>4019</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197038</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N687MQ</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197042</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N820AY</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197045</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N819AY</td>\n",
+       "      <td>4261</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197050</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N630VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197052</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N643JB</td>\n",
+       "      <td>155</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197055</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197056</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197058</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197060</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EEAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197061</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3450</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197063</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197064</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N840MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1004.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1055.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1124.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13248</td>\n",
+       "      <td>1424</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1138.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N576UA</td>\n",
+       "      <td>220</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1147.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1245.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>1004</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N525VA</td>\n",
+       "      <td>187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1306.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N640VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>4679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197466</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3381</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>3851</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197582</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N342NW</td>\n",
+       "      <td>1689</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N933XJ</td>\n",
+       "      <td>3404</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N345AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N1201P</td>\n",
+       "      <td>127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21130</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N842VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N641JB</td>\n",
+       "      <td>647</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197817</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N522VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197848</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N403UA</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197868</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N404UA</td>\n",
+       "      <td>296</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37462</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8928A</td>\n",
+       "      <td>4059</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>549</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197916</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N639VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3733Z</td>\n",
+       "      <td>2370</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197948</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11107</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197949</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197977</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N436UA</td>\n",
+       "      <td>516</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197980</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21130</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197986</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197987</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38459</td>\n",
+       "      <td>1159</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>197988</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198204</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>848.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1042.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4704</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1004.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1247.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AXAA</td>\n",
+       "      <td>717</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1010.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N309JB</td>\n",
+       "      <td>600</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1010.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1108.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N447UA</td>\n",
+       "      <td>385</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198300</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1022.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N970DL</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1029.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1339.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JEAA</td>\n",
+       "      <td>2279</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1036.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N842VA</td>\n",
+       "      <td>183</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1044.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>717</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1100.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N835VA</td>\n",
+       "      <td>251</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N633VA</td>\n",
+       "      <td>407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198386</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1207.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N809JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1324.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N193JB</td>\n",
+       "      <td>4</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>66</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1349.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N309JB</td>\n",
+       "      <td>658</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1352.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N408UA</td>\n",
+       "      <td>368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N441UA</td>\n",
+       "      <td>414</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1440.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N447UA</td>\n",
+       "      <td>587</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N358NW</td>\n",
+       "      <td>1331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4281</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5699</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>615</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>3841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N539UW</td>\n",
+       "      <td>1445</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N526JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N917DL</td>\n",
+       "      <td>1982</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198718</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N626MQ</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198721</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8623A</td>\n",
+       "      <td>3881</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4658</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77261</td>\n",
+       "      <td>1703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N503JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>4601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>3840</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N649JB</td>\n",
+       "      <td>111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198894</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N339AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N836AY</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N626MQ</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3739P</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198956</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N907DE</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>3807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N469UA</td>\n",
+       "      <td>497</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>198966</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>3834</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>902.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>942.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>3822</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1032.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1306.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N558AA</td>\n",
+       "      <td>1097</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1123.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1303.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N737US</td>\n",
+       "      <td>1427</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13202</td>\n",
+       "      <td>4625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1327.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14203</td>\n",
+       "      <td>4316</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>525</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>4975</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4447</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N520UA</td>\n",
+       "      <td>588</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>4429</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199666</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4666</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N929DL</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N6EAMQ</td>\n",
+       "      <td>4415</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8758D</td>\n",
+       "      <td>4059</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>549</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N735MQ</td>\n",
+       "      <td>4413</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3767</td>\n",
+       "      <td>1394</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4540</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199873</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N558AA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199880</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>4601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>4569</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N600WN</td>\n",
+       "      <td>490</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N702TW</td>\n",
+       "      <td>2363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>5181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17115</td>\n",
+       "      <td>4419</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>128</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N518UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12195</td>\n",
+       "      <td>4276</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N821JB</td>\n",
+       "      <td>1018</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N606JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199936</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>112</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>22</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>199940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>10</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200159</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>906.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1009.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>3843</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>909.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76288</td>\n",
+       "      <td>1627</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>918.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1045.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>3848</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N516MQ</td>\n",
+       "      <td>4655</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>946.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>4521</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200201</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>948.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N570UA</td>\n",
+       "      <td>226</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1015.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1228.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N369NB</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1102.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N641DL</td>\n",
+       "      <td>1847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1122.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1253.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N923XJ</td>\n",
+       "      <td>3300</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1123.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>4297</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BMAA</td>\n",
+       "      <td>1871</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1227.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N731SA</td>\n",
+       "      <td>137</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>4219</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1239.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N407UA</td>\n",
+       "      <td>448</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N721MQ</td>\n",
+       "      <td>4553</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1414.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>3830</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1313.0</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>3737</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200335</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1318.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3341</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N777NC</td>\n",
+       "      <td>2179</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>3846</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N603DL</td>\n",
+       "      <td>1647</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>66</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>658</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>4990</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200367</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N975DL</td>\n",
+       "      <td>1903</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13133</td>\n",
+       "      <td>4567</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N506JB</td>\n",
+       "      <td>1471</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200378</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>4426</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N466UA</td>\n",
+       "      <td>330</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N333NW</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BEAA</td>\n",
+       "      <td>739</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200394</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1440.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DVAA</td>\n",
+       "      <td>977</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N633DL</td>\n",
+       "      <td>1947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N536UW</td>\n",
+       "      <td>1625</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N965DL</td>\n",
+       "      <td>2044</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N925DL</td>\n",
+       "      <td>1875</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N738MQ</td>\n",
+       "      <td>4491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16178</td>\n",
+       "      <td>4316</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>5596</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N516JB</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N754UW</td>\n",
+       "      <td>2171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>214</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N516MQ</td>\n",
+       "      <td>4588</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13118</td>\n",
+       "      <td>4281</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87531</td>\n",
+       "      <td>1534</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N833UA</td>\n",
+       "      <td>995</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N466WN</td>\n",
+       "      <td>2226</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N165US</td>\n",
+       "      <td>1895</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>4115</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N314NB</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200471</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N332NW</td>\n",
+       "      <td>1331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FJAA</td>\n",
+       "      <td>1813</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N692DL</td>\n",
+       "      <td>2247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N751UW</td>\n",
+       "      <td>2175</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200481</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N920DL</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>1601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N329NB</td>\n",
+       "      <td>1231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N261AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N916DL</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N314US</td>\n",
+       "      <td>1902</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>36</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N967AT</td>\n",
+       "      <td>366</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>391.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>398.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17115</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13124</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76528</td>\n",
+       "      <td>1618</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200523</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N932DL</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76265</td>\n",
+       "      <td>1200</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N368NB</td>\n",
+       "      <td>1705</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N9EAMQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N553UA</td>\n",
+       "      <td>296</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200541</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N914DL</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N691MQ</td>\n",
+       "      <td>4146</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200552</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12195</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27152</td>\n",
+       "      <td>4133</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N600QX</td>\n",
+       "      <td>5486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N7BKAA</td>\n",
+       "      <td>565</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37290</td>\n",
+       "      <td>1290</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N768US</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12201</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200580</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>3829</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N834AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N682MQ</td>\n",
+       "      <td>4172</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3315</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N809UA</td>\n",
+       "      <td>810</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200594</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4093</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N361NB</td>\n",
+       "      <td>1863</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N352NW</td>\n",
+       "      <td>1935</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37293</td>\n",
+       "      <td>1269</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3400</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>745</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N838MQ</td>\n",
+       "      <td>4415</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N467AA</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200616</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>4129</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200623</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301DQ</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JMAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N982DL</td>\n",
+       "      <td>1982</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200636</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3412</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3767</td>\n",
+       "      <td>503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200639</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>618</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>1012</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>4230</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200642</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13979</td>\n",
+       "      <td>3828</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14105</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N342NW</td>\n",
+       "      <td>2383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N187DN</td>\n",
+       "      <td>17</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>4413</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76504</td>\n",
+       "      <td>1251</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N603JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N535JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200659</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N669AW</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>24</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200667</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N531JB</td>\n",
+       "      <td>1111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200670</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NB</td>\n",
+       "      <td>1473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13118</td>\n",
+       "      <td>4658</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>38</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>3824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200685</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N828UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200687</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N524JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N333NW</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200692</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N529AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N206JB</td>\n",
+       "      <td>6</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200695</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11176</td>\n",
+       "      <td>4663</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DUAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N503JB</td>\n",
+       "      <td>111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200703</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76516</td>\n",
+       "      <td>1112</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200706</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12135</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200707</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N917DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N348NB</td>\n",
+       "      <td>2457</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200711</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N627VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200713</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N715SW</td>\n",
+       "      <td>3135</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8869B</td>\n",
+       "      <td>3881</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GPAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N628VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38454</td>\n",
+       "      <td>1679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200721</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76502</td>\n",
+       "      <td>1600</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73291</td>\n",
+       "      <td>1293</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JSAA</td>\n",
+       "      <td>1787</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200732</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>5675</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8928A</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8946A</td>\n",
+       "      <td>4277</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>130</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27152</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N827UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>75</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N286WN</td>\n",
+       "      <td>504</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N370NB</td>\n",
+       "      <td>975</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N607JB</td>\n",
+       "      <td>1505</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ABQ</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>1826</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3450</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N568JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N62631</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200757</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13718</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N206WN</td>\n",
+       "      <td>717</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N830UA</td>\n",
+       "      <td>612</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N910XJ</td>\n",
+       "      <td>3413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200765</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N522VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N751UW</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N768US</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N529JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N204FR</td>\n",
+       "      <td>419</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>4247</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N592JB</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N819UA</td>\n",
+       "      <td>489</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200775</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N258WN</td>\n",
+       "      <td>1545</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N713SW</td>\n",
+       "      <td>3962</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N816UA</td>\n",
+       "      <td>651</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37287</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N227WN</td>\n",
+       "      <td>1354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N513AA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76254</td>\n",
+       "      <td>1604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200786</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N965DL</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200788</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>155</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13124</td>\n",
+       "      <td>4117</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N389DA</td>\n",
+       "      <td>2370</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11113</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N506JB</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4459</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N754UW</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N845UA</td>\n",
+       "      <td>729</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12142</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200804</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3416</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NW</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N829UA</td>\n",
+       "      <td>849</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200810</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N516JB</td>\n",
+       "      <td>43</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11155</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N497UA</td>\n",
+       "      <td>424</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200814</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N242WN</td>\n",
+       "      <td>1731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N544MQ</td>\n",
+       "      <td>4660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>3813</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200817</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N514MQ</td>\n",
+       "      <td>3730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200818</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13132</td>\n",
+       "      <td>4282</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>3807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N630VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N909EV</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4400</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>200825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>722.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1016.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35260</td>\n",
+       "      <td>1077</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201050</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>759.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1005.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>3821</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201073</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>816.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>942.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>4518</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201076</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>819.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N920DL</td>\n",
+       "      <td>2003</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201094</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>837.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1143.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N626VA</td>\n",
+       "      <td>399</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201135</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>917.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1147.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18120</td>\n",
+       "      <td>4712</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201175</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1002.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1229.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N827MQ</td>\n",
+       "      <td>4478</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1534.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N512UA</td>\n",
+       "      <td>642</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1209.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N929DL</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1238.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34455</td>\n",
+       "      <td>1120</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76254</td>\n",
+       "      <td>1291</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1251.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N855VA</td>\n",
+       "      <td>187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11164</td>\n",
+       "      <td>4304</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201315</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HLAA</td>\n",
+       "      <td>2099</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4471</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N830AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>3792</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N621VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1408.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>4485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1414.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N720MQ</td>\n",
+       "      <td>4564</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N607LR</td>\n",
+       "      <td>4898</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35260</td>\n",
+       "      <td>1122</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N944WN</td>\n",
+       "      <td>2226</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N827MQ</td>\n",
+       "      <td>4491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13979</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N358JB</td>\n",
+       "      <td>1180</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N932DL</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27200</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201466</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N626MQ</td>\n",
+       "      <td>4172</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201471</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N804JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N480AA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>4558</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N544MQ</td>\n",
+       "      <td>4579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N516MQ</td>\n",
+       "      <td>4669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N941MQ</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N640JB</td>\n",
+       "      <td>63</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GLAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201533</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N434UA</td>\n",
+       "      <td>741</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N342NB</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N512MJ</td>\n",
+       "      <td>3791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>3829</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FHAA</td>\n",
+       "      <td>854</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EVAA</td>\n",
+       "      <td>763</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201552</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N6EAMQ</td>\n",
+       "      <td>4622</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201555</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4447</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N843UA</td>\n",
+       "      <td>810</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10156</td>\n",
+       "      <td>4571</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N952AT</td>\n",
+       "      <td>716</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>4415</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18114</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N703JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201622</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N745SW</td>\n",
+       "      <td>197</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201623</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N818UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N809JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76516</td>\n",
+       "      <td>1687</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>1012</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FGAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BHAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>504.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>493.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BEAA</td>\n",
+       "      <td>731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>38</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N538UA</td>\n",
+       "      <td>296</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18120</td>\n",
+       "      <td>4364</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201670</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N203FR</td>\n",
+       "      <td>419</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37263</td>\n",
+       "      <td>1703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N543MQ</td>\n",
+       "      <td>4601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N565UA</td>\n",
+       "      <td>588</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3772H</td>\n",
+       "      <td>1394</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201688</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N234WN</td>\n",
+       "      <td>3962</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>3825</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201697</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N281AT</td>\n",
+       "      <td>722</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37462</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N768JB</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N619MQ</td>\n",
+       "      <td>3944</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N918WN</td>\n",
+       "      <td>1354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N716EV</td>\n",
+       "      <td>4974</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8972E</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>130</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YUAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N161UW</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201744</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87512</td>\n",
+       "      <td>1112</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N980AT</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73291</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N717TW</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11164</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201780</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N981DL</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N325NB</td>\n",
+       "      <td>975</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AYAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201804</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N637VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N544MQ</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201817</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N965AT</td>\n",
+       "      <td>354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N709JB</td>\n",
+       "      <td>43</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12157</td>\n",
+       "      <td>4088</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201832</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35260</td>\n",
+       "      <td>1252</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N6EAMQ</td>\n",
+       "      <td>4584</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N516MQ</td>\n",
+       "      <td>4617</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201845</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N746JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201846</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10156</td>\n",
+       "      <td>4419</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>4573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5215</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N431UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201877</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N811UA</td>\n",
+       "      <td>849</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11181</td>\n",
+       "      <td>4670</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>201880</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>3807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202050</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>804.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>937.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5592</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>939.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1059.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N546MQ</td>\n",
+       "      <td>4655</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202216</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1104.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4711</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202245</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1139.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N570UA</td>\n",
+       "      <td>384</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N480UA</td>\n",
+       "      <td>318</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1225.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N516JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1238.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N503UA</td>\n",
+       "      <td>690</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1247.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N501MQ</td>\n",
+       "      <td>4654</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1256.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N201AA</td>\n",
+       "      <td>327</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N524SW</td>\n",
+       "      <td>529</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N522MQ</td>\n",
+       "      <td>3697</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YKAA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202378</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N440UA</td>\n",
+       "      <td>587</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N521MQ</td>\n",
+       "      <td>3765</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202394</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>36</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N606JB</td>\n",
+       "      <td>525</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12167</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N959AT</td>\n",
+       "      <td>721</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N445UA</td>\n",
+       "      <td>665</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N462UA</td>\n",
+       "      <td>558</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N932DL</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N508AA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202552</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YJAA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N614QX</td>\n",
+       "      <td>5486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202589</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WLAA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202608</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N923AT</td>\n",
+       "      <td>716</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XVAA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202623</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N526AA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78003</td>\n",
+       "      <td>1672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N599AA</td>\n",
+       "      <td>2223</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JGAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N508SW</td>\n",
+       "      <td>1596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202687</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202692</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N834UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202701</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>3840</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N517MQ</td>\n",
+       "      <td>3730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N496AA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N375NC</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N706TW</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N531JB</td>\n",
+       "      <td>111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>4998</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N935XJ</td>\n",
+       "      <td>3413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17245</td>\n",
+       "      <td>1041</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202775</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N850MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3455</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N341NW</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N877AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N959AT</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4117</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8709A</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8598B</td>\n",
+       "      <td>3798</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202808</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>649</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N552JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N588JB</td>\n",
+       "      <td>1505</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ABQ</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>1826</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N819UA</td>\n",
+       "      <td>489</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N404UA</td>\n",
+       "      <td>768</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37471</td>\n",
+       "      <td>1241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N844MQ</td>\n",
+       "      <td>4449</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4459</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202843</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>3813</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202852</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202855</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>22</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N506MQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202858</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8968E</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>202973</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>758.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>954.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14105</td>\n",
+       "      <td>4471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>830.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1209.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DVAA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203019</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>831.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1010.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>3266</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5699</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N784JB</td>\n",
+       "      <td>151</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N793JB</td>\n",
+       "      <td>705</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N757UW</td>\n",
+       "      <td>1665</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N402WN</td>\n",
+       "      <td>527</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N239WN</td>\n",
+       "      <td>2048</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4133</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N542MQ</td>\n",
+       "      <td>4579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JPAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N711ZX</td>\n",
+       "      <td>1461</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N982DL</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203382</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BWAA</td>\n",
+       "      <td>565</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N639JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>3830</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203394</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57863</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N915AT</td>\n",
+       "      <td>716</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N379DA</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CTAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>4537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203410</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37287</td>\n",
+       "      <td>1705</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203411</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N502UA</td>\n",
+       "      <td>841</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CSAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JVAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FRAA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N193DN</td>\n",
+       "      <td>17</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>1012</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38403</td>\n",
+       "      <td>1284</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N250WN</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N650MQ</td>\n",
+       "      <td>4172</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N391CA</td>\n",
+       "      <td>5071</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N518UA</td>\n",
+       "      <td>535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>24</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8709A</td>\n",
+       "      <td>4205</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N524VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N516MQ</td>\n",
+       "      <td>4674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203476</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>4893</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N411UA</td>\n",
+       "      <td>659</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N358JB</td>\n",
+       "      <td>618</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N554JB</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N552UW</td>\n",
+       "      <td>297</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N328NW</td>\n",
+       "      <td>1433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GKAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N627JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13750</td>\n",
+       "      <td>1638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N651JB</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>6</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N628MQ</td>\n",
+       "      <td>3985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N653JB</td>\n",
+       "      <td>195</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N174US</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N591JB</td>\n",
+       "      <td>75</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N641VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203516</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N658DL</td>\n",
+       "      <td>1643</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8980A</td>\n",
+       "      <td>4019</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BNAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N833AY</td>\n",
+       "      <td>3691</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N825AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N423UA</td>\n",
+       "      <td>810</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203533</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N427UA</td>\n",
+       "      <td>431</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N320NB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N636VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>155</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>1111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N361NB</td>\n",
+       "      <td>2457</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203541</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>130</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N844MQ</td>\n",
+       "      <td>4449</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N507JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N763JB</td>\n",
+       "      <td>677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203548</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>471.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>453.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N771SA</td>\n",
+       "      <td>764</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8733G</td>\n",
+       "      <td>3755</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203552</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N804MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>920.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1104.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8710A</td>\n",
+       "      <td>3611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>203856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1058.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N67171</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204017</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1431.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26123</td>\n",
+       "      <td>1264</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N218FR</td>\n",
+       "      <td>507</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204046</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204063</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>4132</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204169</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N720MQ</td>\n",
+       "      <td>4447</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N376NW</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204209</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3752</td>\n",
+       "      <td>2143</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24103</td>\n",
+       "      <td>4241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N941MQ</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AAAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8673D</td>\n",
+       "      <td>4203</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8611A</td>\n",
+       "      <td>4277</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N5PBMQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N933XJ</td>\n",
+       "      <td>3450</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57439</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37408</td>\n",
+       "      <td>1159</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4329</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>22</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>754.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1047.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N633JB</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>800.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N525MQ</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204834</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1110.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16561</td>\n",
+       "      <td>4140</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1252.0</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N540US</td>\n",
+       "      <td>2047</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N131EV</td>\n",
+       "      <td>5386</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>3844</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204955</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N559AA</td>\n",
+       "      <td>329</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>204957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>4646</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14902</td>\n",
+       "      <td>4628</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205072</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>3832</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205101</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37465</td>\n",
+       "      <td>1172</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205140</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3764D</td>\n",
+       "      <td>4</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205163</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N610DL</td>\n",
+       "      <td>1043</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205172</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>3824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>9</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N637VA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>24</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>1111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>38</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>3828</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N838MQ</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NB</td>\n",
+       "      <td>1473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205334</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N931MQ</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87513</td>\n",
+       "      <td>1637</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N596UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N614QX</td>\n",
+       "      <td>5562</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N320NB</td>\n",
+       "      <td>975</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14902</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N658MQ</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N565JB</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N521JB</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>3744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N519MQ</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N405UA</td>\n",
+       "      <td>768</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33262</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N544MQ</td>\n",
+       "      <td>4660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>757.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>925.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11544</td>\n",
+       "      <td>3853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>924.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1144.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27200</td>\n",
+       "      <td>4393</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1058.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4229</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205848</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1158.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11189</td>\n",
+       "      <td>4398</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1212.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>5273</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205872</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38424</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3381</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18102</td>\n",
+       "      <td>4316</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>205951</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4180</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17229</td>\n",
+       "      <td>1606</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206078</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13979</td>\n",
+       "      <td>3829</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206086</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206091</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4284</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206101</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206103</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206143</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>3824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N909WN</td>\n",
+       "      <td>3952</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206174</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N656JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206210</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N18119</td>\n",
+       "      <td>1159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11189</td>\n",
+       "      <td>4115</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206216</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16178</td>\n",
+       "      <td>4658</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YGAA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N659JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206335</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4663</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3416</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14242</td>\n",
+       "      <td>1262</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33289</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N41104</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24128</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>722.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>838.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12195</td>\n",
+       "      <td>4252</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206687</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>938.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1103.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13718</td>\n",
+       "      <td>1135</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1112.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17138</td>\n",
+       "      <td>4298</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206877</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1334.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N721TW</td>\n",
+       "      <td>863</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>1501.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37293</td>\n",
+       "      <td>1688</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N915DL</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206913</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17115</td>\n",
+       "      <td>4395</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>3697</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1431.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4219</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N492UA</td>\n",
+       "      <td>522</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57111</td>\n",
+       "      <td>1519</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206973</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N659AW</td>\n",
+       "      <td>186</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1524.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N539AA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206981</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206985</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>3832</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>206992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>3841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207000</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207046</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14177</td>\n",
+       "      <td>4558</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8944B</td>\n",
+       "      <td>4203</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N510JB</td>\n",
+       "      <td>71</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N450WN</td>\n",
+       "      <td>3952</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N18119</td>\n",
+       "      <td>1601</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N519LR</td>\n",
+       "      <td>3791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207085</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11184</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>3824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207094</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207128</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14568</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>24</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207140</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17138</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207143</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N827MQ</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207146</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N902MQ</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207163</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N280WN</td>\n",
+       "      <td>717</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>1012</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207183</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207200</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N632VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>4560</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N498UA</td>\n",
+       "      <td>734</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>3828</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207229</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N508AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39416</td>\n",
+       "      <td>1139</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>3840</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24715</td>\n",
+       "      <td>1431</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N778SW</td>\n",
+       "      <td>1545</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8541D</td>\n",
+       "      <td>4277</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207255</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N1EAMQ</td>\n",
+       "      <td>3730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207257</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27733</td>\n",
+       "      <td>1152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207267</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207279</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XEAA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N525VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N910XJ</td>\n",
+       "      <td>3413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3416</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WKAA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N825AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BWAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14177</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N624VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N79521</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N807JB</td>\n",
+       "      <td>677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12172</td>\n",
+       "      <td>4282</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>3744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>619</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207367</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>3813</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24128</td>\n",
+       "      <td>4419</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207698</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1015.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>4388</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N717MQ</td>\n",
+       "      <td>4589</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1207.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WAAA</td>\n",
+       "      <td>1855</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207834</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N999DN</td>\n",
+       "      <td>1903</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4243</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207876</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12157</td>\n",
+       "      <td>4132</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207883</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N567UA</td>\n",
+       "      <td>700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N309DE</td>\n",
+       "      <td>935</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207965</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>3832</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207972</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11164</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207973</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207985</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11140</td>\n",
+       "      <td>4558</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3404</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>207994</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208017</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N633VA</td>\n",
+       "      <td>411</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208026</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208033</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>1180</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208039</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11165</td>\n",
+       "      <td>3829</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208040</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N322US</td>\n",
+       "      <td>1935</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208042</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12122</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208047</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N374NW</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208063</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N938WN</td>\n",
+       "      <td>3952</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>4657</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208084</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208114</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N387AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>384.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208126</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208145</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N519AA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4571</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N321NB</td>\n",
+       "      <td>1863</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602XJ</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14153</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208203</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4093</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208204</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N226WN</td>\n",
+       "      <td>504</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208209</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>3828</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208226</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>3840</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76505</td>\n",
+       "      <td>1637</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14116</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208279</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11109</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>130</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N909EV</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8458A</td>\n",
+       "      <td>4019</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11140</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4117</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N500MQ</td>\n",
+       "      <td>4584</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>533.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>499.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ERAA</td>\n",
+       "      <td>753</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14991</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208360</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4400</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N919DL</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4459</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>734.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>913.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>4471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>829.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1044.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>4137</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>830.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1045.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N655JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>847.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N563UA</td>\n",
+       "      <td>243</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>859.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1038.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N423UA</td>\n",
+       "      <td>709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>910.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>4691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>937.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75436</td>\n",
+       "      <td>1648</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208643</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>947.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1056.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4409</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208721</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1122.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21197</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1123.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1241.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3300</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N712JB</td>\n",
+       "      <td>183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1151.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N827AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1334.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>4711</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1249.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N691CA</td>\n",
+       "      <td>5386</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N815UA</td>\n",
+       "      <td>259</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>3805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N906DL</td>\n",
+       "      <td>1174</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>4567</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>4426</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208873</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>4104</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N502MQ</td>\n",
+       "      <td>4588</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>208988</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>3829</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N960DN</td>\n",
+       "      <td>1982</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N338AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CFAA</td>\n",
+       "      <td>854</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209089</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209128</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N585JB</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N850MQ</td>\n",
+       "      <td>4403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N204FR</td>\n",
+       "      <td>797</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209209</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>3730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N834UA</td>\n",
+       "      <td>346</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N973DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N325NB</td>\n",
+       "      <td>706</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4571</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14143</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N906DL</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4117</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>494.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>495.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N960DL</td>\n",
+       "      <td>781</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11137</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N841UA</td>\n",
+       "      <td>292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27190</td>\n",
+       "      <td>4670</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N850MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N524UA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209334</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21154</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27152</td>\n",
+       "      <td>4419</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N812UA</td>\n",
+       "      <td>849</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>4584</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>18</td>\n",
+       "      <td>826.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1130.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>315</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209636</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1137.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1256.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>3737</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209662</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N481AA</td>\n",
+       "      <td>321</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1228.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>1339.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3521</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209677</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N712JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1245.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AKAA</td>\n",
+       "      <td>1871</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N515MQ</td>\n",
+       "      <td>4658</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>209</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1534.0</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N417UA</td>\n",
+       "      <td>995</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N320US</td>\n",
+       "      <td>1331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209946</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N638MQ</td>\n",
+       "      <td>4146</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209949</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N535UW</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>4622</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209955</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8908D</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>209957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>369.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>362.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N963DL</td>\n",
+       "      <td>1947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210002</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N195DN</td>\n",
+       "      <td>17</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210020</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N413UA</td>\n",
+       "      <td>203</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210040</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210049</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FNAA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210059</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27205</td>\n",
+       "      <td>1523</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210078</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76528</td>\n",
+       "      <td>1558</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210080</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39728</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210099</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N844MQ</td>\n",
+       "      <td>4449</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210100</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11191</td>\n",
+       "      <td>4276</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210101</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5057</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210103</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N754EV</td>\n",
+       "      <td>5215</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210105</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>401.0</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>385.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N326US</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210174</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>713.0</td>\n",
+       "      <td>853.0</td>\n",
+       "      <td>1007.0</td>\n",
+       "      <td>852.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HEAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>904.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EYAA</td>\n",
+       "      <td>655</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>STT</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1623</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1144.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N546MQ</td>\n",
+       "      <td>3795</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1440.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N514UA</td>\n",
+       "      <td>220</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1218.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>3792</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N840UA</td>\n",
+       "      <td>701</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N319NB</td>\n",
+       "      <td>401</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N438AA</td>\n",
+       "      <td>327</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N916DE</td>\n",
+       "      <td>2219</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14991</td>\n",
+       "      <td>4180</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1524.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N320US</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FBAA</td>\n",
+       "      <td>2099</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>3850</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N925AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1524.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N646DL</td>\n",
+       "      <td>2247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>4975</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N336NW</td>\n",
+       "      <td>1331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14105</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3404</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210626</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N800AY</td>\n",
+       "      <td>3638</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>3854</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12160</td>\n",
+       "      <td>4206</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N939AT</td>\n",
+       "      <td>742</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4701</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210663</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4133</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210669</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>4231</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N325NB</td>\n",
+       "      <td>2043</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210677</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N377DA</td>\n",
+       "      <td>2143</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210697</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N6EAMQ</td>\n",
+       "      <td>4669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210701</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GHAA</td>\n",
+       "      <td>854</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N687DL</td>\n",
+       "      <td>847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210703</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3315</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210705</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210712</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>3412</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N334NB</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N553UW</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>3839</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N329NW</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>4364</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14972</td>\n",
+       "      <td>4571</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>1012</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210744</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3744F</td>\n",
+       "      <td>1621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13124</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N358JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>4657</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N645DL</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N290WN</td>\n",
+       "      <td>717</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N628MQ</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>4974</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N840MQ</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N679MQ</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N313US</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>24</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N937DN</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BGAA</td>\n",
+       "      <td>1901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>618</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N604AW</td>\n",
+       "      <td>449</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>3847</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210808</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N971DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FFAA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210814</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>3853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3745B</td>\n",
+       "      <td>1394</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210818</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14991</td>\n",
+       "      <td>3840</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10156</td>\n",
+       "      <td>4532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N906WN</td>\n",
+       "      <td>504</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210837</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>1111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N538UA</td>\n",
+       "      <td>340</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210845</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N562UA</td>\n",
+       "      <td>468</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8907A</td>\n",
+       "      <td>4277</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N319NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210863</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N642VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>365.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N374NW</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N944DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N935XJ</td>\n",
+       "      <td>3383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N525VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>358.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210873</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N703TW</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N934FJ</td>\n",
+       "      <td>2751</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210877</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N542MQ</td>\n",
+       "      <td>3730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210878</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CVAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36469</td>\n",
+       "      <td>1586</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3734B</td>\n",
+       "      <td>245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N320NB</td>\n",
+       "      <td>2457</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210894</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N968AT</td>\n",
+       "      <td>623</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N800AY</td>\n",
+       "      <td>3691</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210897</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N508UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>388.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210898</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11137</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36444</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N958DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3740C</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>155</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N939AT</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N913DE</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210919</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N839AY</td>\n",
+       "      <td>4019</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601XJ</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GNAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N754UW</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34110</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N540UA</td>\n",
+       "      <td>676</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16147</td>\n",
+       "      <td>4533</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12160</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210936</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N649JB</td>\n",
+       "      <td>649</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>4117</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N429UA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N458UA</td>\n",
+       "      <td>604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N518UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3416</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210946</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8673D</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210949</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N908XJ</td>\n",
+       "      <td>3450</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N827MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210955</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12126</td>\n",
+       "      <td>4329</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210956</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3730B</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N789SW</td>\n",
+       "      <td>490</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N193JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N850MQ</td>\n",
+       "      <td>3944</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210963</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210964</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N818UA</td>\n",
+       "      <td>994</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210965</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>4247</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210966</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73276</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76522</td>\n",
+       "      <td>1625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N494UA</td>\n",
+       "      <td>273</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210972</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210978</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N364NW</td>\n",
+       "      <td>1247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14105</td>\n",
+       "      <td>4419</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210980</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N543MQ</td>\n",
+       "      <td>4584</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210981</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N829UA</td>\n",
+       "      <td>768</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210982</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>619</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210984</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N972DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210985</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>10</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210986</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210987</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N711ZX</td>\n",
+       "      <td>2363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>4378</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210991</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N663JB</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210995</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N294JB</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210996</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N728SW</td>\n",
+       "      <td>1731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>210999</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>3807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211009</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73299</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211010</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13124</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N709EV</td>\n",
+       "      <td>5215</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211012</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>4660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211013</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>445.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>739</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PSE</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1617</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211128</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>727.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>840.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N834AS</td>\n",
+       "      <td>5716</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>746.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>914.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N190UW</td>\n",
+       "      <td>1032</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>831.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N983DL</td>\n",
+       "      <td>2003</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>953.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1049.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4150</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1027.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N534MQ</td>\n",
+       "      <td>4582</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1033.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1057.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>4608</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1101.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N721MQ</td>\n",
+       "      <td>4558</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1105.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1314.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>4298</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1106.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1327.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N311US</td>\n",
+       "      <td>2319</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211354</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1114.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N617MQ</td>\n",
+       "      <td>4518</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N493AA</td>\n",
+       "      <td>321</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>4670</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>5596</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N963UW</td>\n",
+       "      <td>2124</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4553</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N939AT</td>\n",
+       "      <td>347</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N200PQ</td>\n",
+       "      <td>5386</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N720MQ</td>\n",
+       "      <td>4431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N295WN</td>\n",
+       "      <td>163</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4104</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N691CA</td>\n",
+       "      <td>4898</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N505JB</td>\n",
+       "      <td>1601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8525B</td>\n",
+       "      <td>3867</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211523</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N308AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8432A</td>\n",
+       "      <td>3638</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N735MQ</td>\n",
+       "      <td>4491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N721MQ</td>\n",
+       "      <td>4564</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1524.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N522MQ</td>\n",
+       "      <td>4577</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>4284</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N988AT</td>\n",
+       "      <td>721</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N320NB</td>\n",
+       "      <td>1231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N983DL</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N408UA</td>\n",
+       "      <td>741</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N830AS</td>\n",
+       "      <td>5699</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>4429</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N982DL</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N553UA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8721B</td>\n",
+       "      <td>4203</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N537MQ</td>\n",
+       "      <td>4579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211663</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>4525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36207</td>\n",
+       "      <td>1290</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N510MJ</td>\n",
+       "      <td>3791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211692</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>3315</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>4657</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N519JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>4540</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N603JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4415</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N970AT</td>\n",
+       "      <td>716</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N350NA</td>\n",
+       "      <td>1935</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211758</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N709EV</td>\n",
+       "      <td>4971</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13133</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73283</td>\n",
+       "      <td>1269</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N336NW</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211817</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N356AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7702A</td>\n",
+       "      <td>1596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211834</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N210WN</td>\n",
+       "      <td>3962</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211845</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N943DL</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N632JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211853</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N218FR</td>\n",
+       "      <td>797</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211855</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N149AT</td>\n",
+       "      <td>722</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>4626</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211862</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N543MQ</td>\n",
+       "      <td>4601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211877</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>3840</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3455</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N933WN</td>\n",
+       "      <td>3135</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N988AT</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N923DL</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>4674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N848UA</td>\n",
+       "      <td>612</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14250</td>\n",
+       "      <td>1112</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DFAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5168</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N411UA</td>\n",
+       "      <td>614</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N328NW</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3450</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N850MQ</td>\n",
+       "      <td>4569</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>4088</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>4292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N663JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211951</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8747B</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211965</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N630JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211966</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14902</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211972</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211975</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211978</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3416</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>3807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>211992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212228</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>907.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1123.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8611A</td>\n",
+       "      <td>3879</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>956.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3353</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1001.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1127.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>5025</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1218.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>1324.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N933XJ</td>\n",
+       "      <td>3521</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1243.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N987DL</td>\n",
+       "      <td>1875</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1354.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N529AA</td>\n",
+       "      <td>327</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3381</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212490</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1431.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N346NB</td>\n",
+       "      <td>1174</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N339NW</td>\n",
+       "      <td>1779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212611</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N850MQ</td>\n",
+       "      <td>4447</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11165</td>\n",
+       "      <td>4133</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38417</td>\n",
+       "      <td>1289</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N840AY</td>\n",
+       "      <td>4203</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N603JB</td>\n",
+       "      <td>537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N935XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N849UA</td>\n",
+       "      <td>205</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212669</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3315</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11155</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212711</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N317US</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212718</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7735A</td>\n",
+       "      <td>197</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12225</td>\n",
+       "      <td>1705</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17169</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N333NB</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>3825</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4658</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N934FJ</td>\n",
+       "      <td>2751</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N328NW</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>3730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4663</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N779JB</td>\n",
+       "      <td>1111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>5562</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212863</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8797A</td>\n",
+       "      <td>4019</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14177</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212868</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N332NB</td>\n",
+       "      <td>2457</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212872</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13716</td>\n",
+       "      <td>1703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212880</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N545AA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212883</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N500MQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N636VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3416</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212897</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8942A</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212902</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212904</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3450</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37298</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212913</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4117</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212919</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N982DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21197</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N955UW</td>\n",
+       "      <td>2144</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27200</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N500MQ</td>\n",
+       "      <td>4660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N294JB</td>\n",
+       "      <td>112</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>5215</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>406.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>378.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77510</td>\n",
+       "      <td>1112</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>212963</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>439.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213112</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>758.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1023.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N825MH</td>\n",
+       "      <td>1743</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>812.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1110.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N606JB</td>\n",
+       "      <td>49</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213167</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>837.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1102.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12126</td>\n",
+       "      <td>4393</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213210</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>920.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N592JB</td>\n",
+       "      <td>281</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213267</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1024.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11191</td>\n",
+       "      <td>4364</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213269</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1025.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1212.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>4548</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1045.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N584AA</td>\n",
+       "      <td>1739</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1118.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1318.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N523UW</td>\n",
+       "      <td>196</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1124.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1127.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8940E</td>\n",
+       "      <td>3608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213382</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N910AT</td>\n",
+       "      <td>347</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1316.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1501.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N132EV</td>\n",
+       "      <td>5386</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N730SW</td>\n",
+       "      <td>149</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N989AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N468UA</td>\n",
+       "      <td>394</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17104</td>\n",
+       "      <td>1455</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>3841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>4975</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N833UA</td>\n",
+       "      <td>522</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>4231</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4284</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N963UW</td>\n",
+       "      <td>2132</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N754EV</td>\n",
+       "      <td>4971</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XSAA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>4096</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N855UA</td>\n",
+       "      <td>597</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N628MQ</td>\n",
+       "      <td>3985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N358NB</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213608</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>3829</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N514UA</td>\n",
+       "      <td>588</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N493AA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N520UW</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3315</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213639</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N555AA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N956DL</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213659</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213666</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16709</td>\n",
+       "      <td>1253</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213667</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N667DN</td>\n",
+       "      <td>2347</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>1012</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N31412</td>\n",
+       "      <td>1712</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213686</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>1180</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213690</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N923XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213695</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213700</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N659MQ</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213703</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N955UW</td>\n",
+       "      <td>2136</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213706</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>3815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N965WN</td>\n",
+       "      <td>717</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213726</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N717UW</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>214</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CYAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N403UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8771A</td>\n",
+       "      <td>3691</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YDAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N169UW</td>\n",
+       "      <td>1973</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N490UA</td>\n",
+       "      <td>378</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N233LV</td>\n",
+       "      <td>504</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N364NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>130</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N220WN</td>\n",
+       "      <td>1596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76528</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GLAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N844UA</td>\n",
+       "      <td>810</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213775</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N568JB</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N371NB</td>\n",
+       "      <td>2457</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N505JB</td>\n",
+       "      <td>75</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8797A</td>\n",
+       "      <td>4277</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N751SW</td>\n",
+       "      <td>3952</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N504UA</td>\n",
+       "      <td>659</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FGAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213804</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XHAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>5675</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11193</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N559AA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213818</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N652JB</td>\n",
+       "      <td>155</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>217</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3450</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8908D</td>\n",
+       "      <td>3798</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14902</td>\n",
+       "      <td>4117</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>143</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N992AT</td>\n",
+       "      <td>354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33209</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N623VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N804MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>43</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213837</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N197JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N830UA</td>\n",
+       "      <td>651</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N741EV</td>\n",
+       "      <td>5181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N758US</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N955DL</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213843</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N998DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N410UA</td>\n",
+       "      <td>614</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213845</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N976DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213846</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3416</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213848</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N655JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N827MQ</td>\n",
+       "      <td>4449</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N827UA</td>\n",
+       "      <td>729</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213852</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N957WN</td>\n",
+       "      <td>490</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213853</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36272</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>4088</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213857</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>10</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213858</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N338AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37293</td>\n",
+       "      <td>1604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213862</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N342NW</td>\n",
+       "      <td>1247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213863</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N6EAMQ</td>\n",
+       "      <td>4617</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N11206</td>\n",
+       "      <td>1476</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N323US</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>619</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N919DL</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N777QC</td>\n",
+       "      <td>1354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N931WN</td>\n",
+       "      <td>3135</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213872</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213873</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N430UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213876</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>128</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N269WN</td>\n",
+       "      <td>1545</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N628VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N501AA</td>\n",
+       "      <td>361</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N337NB</td>\n",
+       "      <td>975</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>4276</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N522VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213936</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>3813</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N649JB</td>\n",
+       "      <td>1018</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>112</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>475.0</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>461.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N276AT</td>\n",
+       "      <td>722</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>213940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N955AT</td>\n",
+       "      <td>354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>734.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>856.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N754UW</td>\n",
+       "      <td>2161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>740.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>917.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N124US</td>\n",
+       "      <td>1965</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214098</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>806.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>910.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N33182</td>\n",
+       "      <td>4533</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214125</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>826.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11191</td>\n",
+       "      <td>4393</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>904.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1034.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>3822</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214210</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>956.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1153.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N780NC</td>\n",
+       "      <td>2179</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37287</td>\n",
+       "      <td>1414</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1122.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1306.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11194</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1127.0</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>3853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12238</td>\n",
+       "      <td>1624</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1239.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N738MQ</td>\n",
+       "      <td>4485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N948WN</td>\n",
+       "      <td>149</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N127UW</td>\n",
+       "      <td>1014</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214382</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>3765</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N636VA</td>\n",
+       "      <td>165</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N537MQ</td>\n",
+       "      <td>4646</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N538CA</td>\n",
+       "      <td>5386</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214411</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>3852</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15574</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N492UA</td>\n",
+       "      <td>208</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N482UA</td>\n",
+       "      <td>566</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14125</td>\n",
+       "      <td>4567</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>615</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14180</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37252</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21130</td>\n",
+       "      <td>4625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BFAA</td>\n",
+       "      <td>1925</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4104</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>748</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11199</td>\n",
+       "      <td>4132</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18114</td>\n",
+       "      <td>4681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N855UA</td>\n",
+       "      <td>679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75410</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N935XJ</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N317US</td>\n",
+       "      <td>1902</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N510JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CFAA</td>\n",
+       "      <td>759</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>705</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13161</td>\n",
+       "      <td>4376</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N895AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N53441</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N718TW</td>\n",
+       "      <td>1461</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N842UA</td>\n",
+       "      <td>597</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N928DL</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3APAA</td>\n",
+       "      <td>854</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N959AT</td>\n",
+       "      <td>366</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N390DA</td>\n",
+       "      <td>4</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214463</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N327NB</td>\n",
+       "      <td>1705</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214465</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3736C</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N444WN</td>\n",
+       "      <td>163</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N387DA</td>\n",
+       "      <td>1773</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FJAA</td>\n",
+       "      <td>763</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>3829</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3764D</td>\n",
+       "      <td>2143</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N656JB</td>\n",
+       "      <td>9</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77510</td>\n",
+       "      <td>1570</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214481</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34131</td>\n",
+       "      <td>1601</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>36</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CRAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>4657</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214490</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3768</td>\n",
+       "      <td>1621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>5486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>335</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N31412</td>\n",
+       "      <td>1151</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34282</td>\n",
+       "      <td>1200</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N617DL</td>\n",
+       "      <td>847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N905DL</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N609DL</td>\n",
+       "      <td>1043</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>373.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N398CA</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N214FR</td>\n",
+       "      <td>507</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N470UA</td>\n",
+       "      <td>665</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N682MQ</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N403UA</td>\n",
+       "      <td>572</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N482AA</td>\n",
+       "      <td>883</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WNAA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214516</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N433UA</td>\n",
+       "      <td>212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N648JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N369NB</td>\n",
+       "      <td>1473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75433</td>\n",
+       "      <td>1534</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214524</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33294</td>\n",
+       "      <td>1164</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N620MQ</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FNAA</td>\n",
+       "      <td>565</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HGAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N662AW</td>\n",
+       "      <td>681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N714CB</td>\n",
+       "      <td>1638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N366NW</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N338AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>1111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N716EV</td>\n",
+       "      <td>4974</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N838VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>369.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N971DL</td>\n",
+       "      <td>1982</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>44</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>8</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76526</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N447UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>525</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GYAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214566</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N6EAMQ</td>\n",
+       "      <td>4588</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N552UA</td>\n",
+       "      <td>752</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HFAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GRAA</td>\n",
+       "      <td>119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N905WN</td>\n",
+       "      <td>717</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N662DN</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N547UW</td>\n",
+       "      <td>297</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N502UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214580</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N606JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N621VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N809JB</td>\n",
+       "      <td>217</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214585</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HRAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N554UW</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3769L</td>\n",
+       "      <td>329</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214589</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N501MQ</td>\n",
+       "      <td>4674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N633DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N632VA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214592</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N965UW</td>\n",
+       "      <td>2140</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N969WN</td>\n",
+       "      <td>1354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N525UA</td>\n",
+       "      <td>535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N945DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N807UA</td>\n",
+       "      <td>423</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N377NW</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N983DL</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>75</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214603</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N368NW</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N328NB</td>\n",
+       "      <td>2457</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N651AW</td>\n",
+       "      <td>449</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N398DA</td>\n",
+       "      <td>2370</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N555UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214608</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33262</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XBAA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N320AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214611</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N834UA</td>\n",
+       "      <td>612</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N304DQ</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12238</td>\n",
+       "      <td>1236</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>410.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>407.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N197JB</td>\n",
+       "      <td>1180</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214616</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N361NW</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>1012</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N741UW</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DSAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214622</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214623</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N337NW</td>\n",
+       "      <td>2383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N992DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214626</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N955DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N918DE</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N371NB</td>\n",
+       "      <td>706</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24702</td>\n",
+       "      <td>1075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N6712B</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N347NW</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FHAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37263</td>\n",
+       "      <td>1078</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214636</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27733</td>\n",
+       "      <td>1523</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3455</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8924B</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>372.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N371NW</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214642</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N942AT</td>\n",
+       "      <td>716</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N625VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HEAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38458</td>\n",
+       "      <td>1265</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214648</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>383.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>379.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JMAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N635JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>4484</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N382DA</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N750SA</td>\n",
+       "      <td>1596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N516AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YLAA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N592JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214661</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XYAA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214663</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N950UW</td>\n",
+       "      <td>2144</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N201FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JLAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214666</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>466.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>448.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N424AA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214667</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N372NW</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214669</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N951DL</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214670</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3416</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77295</td>\n",
+       "      <td>1692</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N537MQ</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N507JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214677</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>10</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3450</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N367NW</td>\n",
+       "      <td>1247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>3744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N826UA</td>\n",
+       "      <td>768</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4247</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>37</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214685</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N512UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214686</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N481UA</td>\n",
+       "      <td>424</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214687</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N999DN</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214688</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N494WN</td>\n",
+       "      <td>490</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>619</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214691</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16217</td>\n",
+       "      <td>1615</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214692</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N924DL</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>4617</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>214915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>3834</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215023</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>743.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>903.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>3853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>802.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1100.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75428</td>\n",
+       "      <td>1299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>827.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>4533</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>913.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1122.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4704</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>917.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12126</td>\n",
+       "      <td>4237</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215141</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>921.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N637VA</td>\n",
+       "      <td>399</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>930.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N327NB</td>\n",
+       "      <td>731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N368NW</td>\n",
+       "      <td>1879</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N852MQ</td>\n",
+       "      <td>4478</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215167</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>946.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N551UA</td>\n",
+       "      <td>243</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1017.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>1325.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N470UA</td>\n",
+       "      <td>458</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1031.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N377NW</td>\n",
+       "      <td>181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215228</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1105.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N509MQ</td>\n",
+       "      <td>4654</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N636VA</td>\n",
+       "      <td>407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N577UA</td>\n",
+       "      <td>595</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215253</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N501MQ</td>\n",
+       "      <td>4670</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1207.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>1334.0</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37252</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1212.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4510</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HUAA</td>\n",
+       "      <td>739</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1246.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N538CA</td>\n",
+       "      <td>5386</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1259.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N515MQ</td>\n",
+       "      <td>4589</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N372NW</td>\n",
+       "      <td>2319</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N558AA</td>\n",
+       "      <td>1855</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N312US</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N274WN</td>\n",
+       "      <td>1791</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17105</td>\n",
+       "      <td>1607</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N826UA</td>\n",
+       "      <td>587</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215382</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N19117</td>\n",
+       "      <td>1519</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N842UA</td>\n",
+       "      <td>522</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14568</td>\n",
+       "      <td>4129</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1501.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N506MQ</td>\n",
+       "      <td>4577</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11155</td>\n",
+       "      <td>4625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3769L</td>\n",
+       "      <td>315</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N239WN</td>\n",
+       "      <td>1638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13903</td>\n",
+       "      <td>3841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215442</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N977AT</td>\n",
+       "      <td>721</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11193</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215463</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N810UA</td>\n",
+       "      <td>315</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215465</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4231</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215471</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>3832</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N371NB</td>\n",
+       "      <td>2043</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N763JB</td>\n",
+       "      <td>119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N769US</td>\n",
+       "      <td>2179</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N496AA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16151</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3404</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14180</td>\n",
+       "      <td>4558</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>3829</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>615</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215524</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>1180</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14231</td>\n",
+       "      <td>1200</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N509MQ</td>\n",
+       "      <td>4669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N368NW</td>\n",
+       "      <td>1902</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3762Y</td>\n",
+       "      <td>1621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>6</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N119US</td>\n",
+       "      <td>802</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N398CA</td>\n",
+       "      <td>4974</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>4525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215559</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3412</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37471</td>\n",
+       "      <td>1151</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>44</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N493UA</td>\n",
+       "      <td>789</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N370NW</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215582</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N839VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N515MQ</td>\n",
+       "      <td>4622</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215589</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N501MQ</td>\n",
+       "      <td>4657</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215594</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13118</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N668MQ</td>\n",
+       "      <td>4146</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8808H</td>\n",
+       "      <td>4105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>24</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N477AA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215611</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N194UW</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N912WN</td>\n",
+       "      <td>197</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N584UA</td>\n",
+       "      <td>378</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215636</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>3824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N651AW</td>\n",
+       "      <td>449</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215648</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12135</td>\n",
+       "      <td>4364</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N920FJ</td>\n",
+       "      <td>2751</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FWAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215661</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N316AT</td>\n",
+       "      <td>722</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N554UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N512UA</td>\n",
+       "      <td>535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215667</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>3840</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215669</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N754UW</td>\n",
+       "      <td>2183</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13995</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N172DN</td>\n",
+       "      <td>17</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N329AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N558AA</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76515</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N955UW</td>\n",
+       "      <td>2138</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215699</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N414WN</td>\n",
+       "      <td>1354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215701</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N494AA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HRAA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8506C</td>\n",
+       "      <td>3881</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N908WN</td>\n",
+       "      <td>1545</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>4674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N318NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215718</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>4626</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215721</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N766US</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13903</td>\n",
+       "      <td>3833</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N508JB</td>\n",
+       "      <td>195</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N537MQ</td>\n",
+       "      <td>3730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N320AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CRW</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>444</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78524</td>\n",
+       "      <td>1112</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N935WN</td>\n",
+       "      <td>3135</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>5168</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N908DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N923XJ</td>\n",
+       "      <td>3416</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N977AT</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8965E</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N506MQ</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14116</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215780</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14180</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N391CA</td>\n",
+       "      <td>5181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N531JB</td>\n",
+       "      <td>43</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215786</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3APAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WPAA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215788</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N324AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8577D</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N844MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8623A</td>\n",
+       "      <td>4059</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>549</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N852MQ</td>\n",
+       "      <td>4569</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N317US</td>\n",
+       "      <td>2383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12136</td>\n",
+       "      <td>4088</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21154</td>\n",
+       "      <td>4670</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215808</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16151</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27190</td>\n",
+       "      <td>5675</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N750UW</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215814</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N949UW</td>\n",
+       "      <td>2142</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3455</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N769US</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>3744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N826AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N500MQ</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11140</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N447WN</td>\n",
+       "      <td>490</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N945AT</td>\n",
+       "      <td>354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215832</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N735MQ</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N941WN</td>\n",
+       "      <td>1731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215834</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N738MQ</td>\n",
+       "      <td>4573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>3807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>619</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73276</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215843</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4459</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215845</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15985</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215846</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>37</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11193</td>\n",
+       "      <td>4419</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215848</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N754UW</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YRAA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11165</td>\n",
+       "      <td>4276</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215852</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215853</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>4660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215855</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8808H</td>\n",
+       "      <td>3798</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215857</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N534MQ</td>\n",
+       "      <td>4584</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215858</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>215893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>128</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>952.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1044.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8883E</td>\n",
+       "      <td>3608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1048.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N577UA</td>\n",
+       "      <td>737</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1205.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11176</td>\n",
+       "      <td>4240</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216217</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8883E</td>\n",
+       "      <td>4305</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MVY</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>173</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216240</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N320AA</td>\n",
+       "      <td>3</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>4445</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1339.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3755D</td>\n",
+       "      <td>1529</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N906DL</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16561</td>\n",
+       "      <td>4164</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N637MQ</td>\n",
+       "      <td>4172</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301NB</td>\n",
+       "      <td>1947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N350NA</td>\n",
+       "      <td>2143</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N836AY</td>\n",
+       "      <td>4037</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>5035</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216463</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3412</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216472</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8891A</td>\n",
+       "      <td>3968</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N972DL</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216476</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N448UA</td>\n",
+       "      <td>810</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>386.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N900DE</td>\n",
+       "      <td>1174</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N197JB</td>\n",
+       "      <td>618</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N193JB</td>\n",
+       "      <td>24</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>3830</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216557</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8709A</td>\n",
+       "      <td>4277</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N682MQ</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3APAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N835MQ</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3455</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8921B</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216589</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8475B</td>\n",
+       "      <td>3755</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216603</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3450</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N815MQ</td>\n",
+       "      <td>4449</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N632VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>216979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>5083</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>217030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N339NB</td>\n",
+       "      <td>2043</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>217195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75851</td>\n",
+       "      <td>1264</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>374.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>217224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>4998</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>217225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>217248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>1111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>217257</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>217302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>217314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N25705</td>\n",
+       "      <td>1523</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>217324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>5062</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>217329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N632JB</td>\n",
+       "      <td>43</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>217339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>217598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1005.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EUAA</td>\n",
+       "      <td>59</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>367.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>217603</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1012.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>4619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>217609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1017.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5592</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>217625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1030.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CVAA</td>\n",
+       "      <td>1838</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>217722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1247.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>4</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>217735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1256.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>4990</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>217793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CVAA</td>\n",
+       "      <td>1850</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>217806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YRAA</td>\n",
+       "      <td>329</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>217847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>1002</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>217856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N571AA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>217906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AVAA</td>\n",
+       "      <td>753</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>217926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N754UW</td>\n",
+       "      <td>2179</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8914A</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218051</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GGAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218085</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>3853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218126</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N909EV</td>\n",
+       "      <td>5699</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N717MQ</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16732</td>\n",
+       "      <td>1703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8969A</td>\n",
+       "      <td>4059</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>549</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218222</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218228</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N438UA</td>\n",
+       "      <td>781</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WRAA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14143</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13248</td>\n",
+       "      <td>1493</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37281</td>\n",
+       "      <td>1556</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3416</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>3807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>720.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>823.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>4442</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>745.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1001.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N501MQ</td>\n",
+       "      <td>4650</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1023.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1230.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11107</td>\n",
+       "      <td>4388</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1112.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>4636</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218698</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1252.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N482UA</td>\n",
+       "      <td>360</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8794B</td>\n",
+       "      <td>4065</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>659</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N421UA</td>\n",
+       "      <td>318</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N244WN</td>\n",
+       "      <td>163</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4628</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N852MQ</td>\n",
+       "      <td>4605</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4115</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>3829</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N434UA</td>\n",
+       "      <td>537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N403UA</td>\n",
+       "      <td>587</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>3822</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N23139</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218883</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4231</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AVAA</td>\n",
+       "      <td>1925</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17108</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218919</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N33182</td>\n",
+       "      <td>4133</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>4561</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N277WN</td>\n",
+       "      <td>3952</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N365NB</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218946</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N193JB</td>\n",
+       "      <td>6</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12135</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>3827</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>218968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219002</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14177</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219021</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N678MQ</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N463UA</td>\n",
+       "      <td>589</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N322NB</td>\n",
+       "      <td>1863</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219057</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N522UA</td>\n",
+       "      <td>625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219058</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219068</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>3821</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219098</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219105</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23707</td>\n",
+       "      <td>195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219113</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N908XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219128</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8970D</td>\n",
+       "      <td>4059</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>549</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219155</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N432UA</td>\n",
+       "      <td>308</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219194</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N162UW</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219201</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219220</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N804MQ</td>\n",
+       "      <td>4449</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13124</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219227</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219230</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N701UW</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N654UA</td>\n",
+       "      <td>452</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N23139</td>\n",
+       "      <td>4419</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17108</td>\n",
+       "      <td>4276</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219523</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>935.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1103.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>4521</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219585</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1045.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5025</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1130.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23708</td>\n",
+       "      <td>1025</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N516MQ</td>\n",
+       "      <td>3792</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1246.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N323AA</td>\n",
+       "      <td>19</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N470UA</td>\n",
+       "      <td>522</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1440.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>4990</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BDAA</td>\n",
+       "      <td>977</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>3829</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219898</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17128</td>\n",
+       "      <td>1584</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76519</td>\n",
+       "      <td>1557</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>4622</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>219992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21144</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220003</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N241WN</td>\n",
+       "      <td>197</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220049</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>3821</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N717JL</td>\n",
+       "      <td>366</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220110</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JRAA</td>\n",
+       "      <td>119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220118</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N919DE</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N286WN</td>\n",
+       "      <td>504</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N334NW</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14188</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220162</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8477R</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220175</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3450</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220188</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N844UA</td>\n",
+       "      <td>698</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>4998</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220200</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220205</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N602DL</td>\n",
+       "      <td>2363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N534MQ</td>\n",
+       "      <td>4584</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11181</td>\n",
+       "      <td>4419</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220216</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>3807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220217</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N852MQ</td>\n",
+       "      <td>4617</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>817.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1054.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AJAA</td>\n",
+       "      <td>711</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1028.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87507</td>\n",
+       "      <td>1474</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1103.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>4140</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N547JB</td>\n",
+       "      <td>61</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>1191</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ACK</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>4431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AXAA</td>\n",
+       "      <td>753</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>4491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220858</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N504AA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N557AA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N504UA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220869</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N721MQ</td>\n",
+       "      <td>4447</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>3822</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N945WN</td>\n",
+       "      <td>1153</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N679MQ</td>\n",
+       "      <td>4146</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14972</td>\n",
+       "      <td>4708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3766</td>\n",
+       "      <td>1773</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N467UA</td>\n",
+       "      <td>741</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11199</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AJAA</td>\n",
+       "      <td>763</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220943</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N324US</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N11206</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220946</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N853VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>358.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N720MQ</td>\n",
+       "      <td>4415</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N405WN</td>\n",
+       "      <td>3952</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N793JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220980</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>220984</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27733</td>\n",
+       "      <td>1604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221003</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>3821</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221026</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JGAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N314NB</td>\n",
+       "      <td>1863</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221033</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N844MQ</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N840UA</td>\n",
+       "      <td>597</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221045</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N456UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221055</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>4540</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221059</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N585UA</td>\n",
+       "      <td>296</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221061</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N922WN</td>\n",
+       "      <td>504</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N202FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N809UA</td>\n",
+       "      <td>346</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221077</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N522MQ</td>\n",
+       "      <td>3730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N470UA</td>\n",
+       "      <td>697</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N491UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221100</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DBAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N547JB</td>\n",
+       "      <td>111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13118</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221115</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5168</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221119</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17245</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N551WN</td>\n",
+       "      <td>3962</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221141</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N388DA</td>\n",
+       "      <td>1621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221144</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N804MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N923AT</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221157</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221163</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221166</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N469WN</td>\n",
+       "      <td>1354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12135</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221175</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N483AA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221181</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N499AA</td>\n",
+       "      <td>361</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>3744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221187</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N816UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4569</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N720MQ</td>\n",
+       "      <td>4573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221203</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7738A</td>\n",
+       "      <td>490</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221204</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N844MQ</td>\n",
+       "      <td>4449</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221205</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16151</td>\n",
+       "      <td>3854</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221209</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N925WN</td>\n",
+       "      <td>1731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>754.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>916.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>3847</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>807.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>935.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>4241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>812.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>919.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4302</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>816.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>928.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14250</td>\n",
+       "      <td>1123</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>902.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>959.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>3825</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>911.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1123.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27152</td>\n",
+       "      <td>4462</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>912.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1314.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FKAA</td>\n",
+       "      <td>655</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>STT</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1623</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>918.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221533</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1026.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>4246</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1144.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1148.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N628VA</td>\n",
+       "      <td>407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N339AA</td>\n",
+       "      <td>1</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1203.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8907A</td>\n",
+       "      <td>3608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1247.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N554UA</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N484UA</td>\n",
+       "      <td>405</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221670</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1324.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>1303</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221690</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N496WN</td>\n",
+       "      <td>2497</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221705</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>3852</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14105</td>\n",
+       "      <td>4567</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N201FR</td>\n",
+       "      <td>507</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N716EV</td>\n",
+       "      <td>4898</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N910XJ</td>\n",
+       "      <td>3381</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N606MQ</td>\n",
+       "      <td>4172</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221862</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N477UA</td>\n",
+       "      <td>608</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221868</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>3822</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N682MQ</td>\n",
+       "      <td>4146</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8980A</td>\n",
+       "      <td>4205</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N388DA</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221913</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N828AW</td>\n",
+       "      <td>688</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N815MQ</td>\n",
+       "      <td>4403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>4974</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N809UA</td>\n",
+       "      <td>468</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221965</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24729</td>\n",
+       "      <td>1604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221997</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33203</td>\n",
+       "      <td>1269</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>221999</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8543F</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JFAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>3821</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222017</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>3853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222056</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N336NW</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57852</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222086</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N910XJ</td>\n",
+       "      <td>3400</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>745</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8808H</td>\n",
+       "      <td>4019</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N545UA</td>\n",
+       "      <td>399</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222101</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N406UA</td>\n",
+       "      <td>562</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222105</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222128</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8980A</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N661JB</td>\n",
+       "      <td>171</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N909EV</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N236WN</td>\n",
+       "      <td>3962</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222150</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8733G</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222174</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4247</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222175</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11121</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222177</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N804MQ</td>\n",
+       "      <td>4449</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N0EGMQ</td>\n",
+       "      <td>4660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>5</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N443UA</td>\n",
+       "      <td>425</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1</td>\n",
+       "      <td>833.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N938DL</td>\n",
+       "      <td>2003</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222378</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1</td>\n",
+       "      <td>844.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1038.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>4471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4122</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N973DL</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N627VA</td>\n",
+       "      <td>411</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N481UA</td>\n",
+       "      <td>315</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N348NB</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N721MQ</td>\n",
+       "      <td>4540</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222846</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N565AA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222919</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GAAA</td>\n",
+       "      <td>1351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N746JB</td>\n",
+       "      <td>155</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222948</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N589JB</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8936A</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37468</td>\n",
+       "      <td>1548</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222963</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222964</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222965</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222966</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N25134</td>\n",
+       "      <td>4670</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>5855</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12157</td>\n",
+       "      <td>4575</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>222970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N904WN</td>\n",
+       "      <td>579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223124</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>831.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1148.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38403</td>\n",
+       "      <td>1693</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223160</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>906.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1159.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N479UA</td>\n",
+       "      <td>306</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1249.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4510</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N503UA</td>\n",
+       "      <td>765</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>1783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N961DL</td>\n",
+       "      <td>781</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N915AT</td>\n",
+       "      <td>349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4281</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AJAA</td>\n",
+       "      <td>753</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N469UA</td>\n",
+       "      <td>354</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>3826</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223482</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N690MQ</td>\n",
+       "      <td>4172</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N556UA</td>\n",
+       "      <td>394</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4685</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N322NB</td>\n",
+       "      <td>1705</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>3827</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>4974</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3315</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11193</td>\n",
+       "      <td>4133</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4701</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223541</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N640JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77525</td>\n",
+       "      <td>1217</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223548</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N314NB</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223552</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23721</td>\n",
+       "      <td>1144</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>3824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223559</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N677MQ</td>\n",
+       "      <td>3985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24212</td>\n",
+       "      <td>1067</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8936A</td>\n",
+       "      <td>4205</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>184</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223564</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N328NW</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N937WN</td>\n",
+       "      <td>216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223566</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N972DL</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NW</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N648MQ</td>\n",
+       "      <td>4146</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N520UW</td>\n",
+       "      <td>17</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N741SA</td>\n",
+       "      <td>1795</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YDAA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223577</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N345NB</td>\n",
+       "      <td>1473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4231</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223579</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N350NA</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223582</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N349NW</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N933XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>4540</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8969A</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N793JB</td>\n",
+       "      <td>537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14117</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223594</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N370NW</td>\n",
+       "      <td>2383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>24</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N11206</td>\n",
+       "      <td>1712</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N805MQ</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223603</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AAAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N410UA</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12172</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N516JB</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17719</td>\n",
+       "      <td>1505</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N787SA</td>\n",
+       "      <td>493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N118US</td>\n",
+       "      <td>1687</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N682MQ</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BPAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223616</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N914FJ</td>\n",
+       "      <td>2751</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38454</td>\n",
+       "      <td>1130</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>3383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>3853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N763JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N739GB</td>\n",
+       "      <td>1939</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>4601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35271</td>\n",
+       "      <td>1127</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N939WN</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N640AW</td>\n",
+       "      <td>449</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76519</td>\n",
+       "      <td>1242</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N372NW</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4207</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223639</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>4657</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N311US</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N962DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N172US</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223648</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N592AA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N524UA</td>\n",
+       "      <td>468</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34460</td>\n",
+       "      <td>1288</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N388DA</td>\n",
+       "      <td>2370</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N211WN</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N518UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N724MQ</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CRW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>444</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N594UA</td>\n",
+       "      <td>726</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223669</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JJAA</td>\n",
+       "      <td>119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N963DL</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N648DL</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N588JB</td>\n",
+       "      <td>111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223677</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N910DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N913DE</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N820AY</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EXAA</td>\n",
+       "      <td>1787</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223685</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ASAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223686</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N433LV</td>\n",
+       "      <td>542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223687</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N552UW</td>\n",
+       "      <td>297</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223688</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CHAA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223690</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4UCAA</td>\n",
+       "      <td>361</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223691</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N438WN</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223692</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>4626</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N950UW</td>\n",
+       "      <td>2142</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N614DL</td>\n",
+       "      <td>1643</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EDAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223697</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N679DA</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223698</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N985DL</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223700</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N542MQ</td>\n",
+       "      <td>4674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223701</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N512UA</td>\n",
+       "      <td>535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8604C</td>\n",
+       "      <td>4019</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223703</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N204WN</td>\n",
+       "      <td>625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223705</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N184DN</td>\n",
+       "      <td>73</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223706</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16703</td>\n",
+       "      <td>1448</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N552JB</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223712</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N634VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223713</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N746JB</td>\n",
+       "      <td>677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N326NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N658JB</td>\n",
+       "      <td>155</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N408AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223721</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223723</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8577D</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7714B</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N358JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223726</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N840AY</td>\n",
+       "      <td>4277</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34282</td>\n",
+       "      <td>1265</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N537AA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223732</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N524MQ</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37274</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301NB</td>\n",
+       "      <td>975</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37252</td>\n",
+       "      <td>1687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N411UA</td>\n",
+       "      <td>214</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14228</td>\n",
+       "      <td>1651</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N547JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N633VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N463WN</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N412UA</td>\n",
+       "      <td>528</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N819UA</td>\n",
+       "      <td>994</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N541UA</td>\n",
+       "      <td>520</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N490UA</td>\n",
+       "      <td>404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N406UA</td>\n",
+       "      <td>492</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N949UW</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N534MQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N840UA</td>\n",
+       "      <td>641</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223757</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N0EGMQ</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N529UA</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N505JB</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N554UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N955AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15985</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N530VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73299</td>\n",
+       "      <td>1555</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N563JB</td>\n",
+       "      <td>37</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>4378</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37422</td>\n",
+       "      <td>1550</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N938DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N31412</td>\n",
+       "      <td>1692</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223775</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>43</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N339AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N946UW</td>\n",
+       "      <td>2144</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N631VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223780</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N709JB</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24211</td>\n",
+       "      <td>1070</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223873</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N515MQ</td>\n",
+       "      <td>4584</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>223995</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>734.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>958.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N405UA</td>\n",
+       "      <td>704</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>737.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>931.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N695CA</td>\n",
+       "      <td>5068</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224111</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>913.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1024.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N946UW</td>\n",
+       "      <td>2118</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1027.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N398CA</td>\n",
+       "      <td>4901</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1034.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>4558</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N575AA</td>\n",
+       "      <td>1097</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1110.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>4140</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224200</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1224.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N502MQ</td>\n",
+       "      <td>4670</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224201</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1115.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3521</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224213</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CRAA</td>\n",
+       "      <td>1871</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224216</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1252.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N769US</td>\n",
+       "      <td>2169</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224217</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1137.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N980AT</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224226</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>4654</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8488D</td>\n",
+       "      <td>4065</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>659</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1205.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>4510</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224255</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N709EV</td>\n",
+       "      <td>5025</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1229.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8611A</td>\n",
+       "      <td>4060</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>549</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224264</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1249.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1414.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24212</td>\n",
+       "      <td>1210</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1249.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N551UW</td>\n",
+       "      <td>196</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1303.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N506MQ</td>\n",
+       "      <td>4582</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N617DL</td>\n",
+       "      <td>1947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1313.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N530MQ</td>\n",
+       "      <td>4619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224300</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N946UW</td>\n",
+       "      <td>2126</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3381</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1324.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N724MQ</td>\n",
+       "      <td>4589</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>4646</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N425UA</td>\n",
+       "      <td>354</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N436UA</td>\n",
+       "      <td>405</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N429UA</td>\n",
+       "      <td>608</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12157</td>\n",
+       "      <td>4104</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N468WN</td>\n",
+       "      <td>546</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1414.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34111</td>\n",
+       "      <td>4567</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N720MQ</td>\n",
+       "      <td>4431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N899AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>4658</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>5596</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>4564</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N980AT</td>\n",
+       "      <td>349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4129</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N515MQ</td>\n",
+       "      <td>4588</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N738MQ</td>\n",
+       "      <td>4491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38446</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N709EV</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5699</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N662JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14162</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224465</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N442UA</td>\n",
+       "      <td>741</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224471</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AJAA</td>\n",
+       "      <td>1925</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224472</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>4579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>4429</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4561</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N378NW</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>4093</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N534MQ</td>\n",
+       "      <td>4669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11191</td>\n",
+       "      <td>4499</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14991</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224577</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N923XJ</td>\n",
+       "      <td>3410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N830MQ</td>\n",
+       "      <td>4447</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>4657</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11150</td>\n",
+       "      <td>4285</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224611</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8543F</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N307DQ</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224622</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N516JB</td>\n",
+       "      <td>9</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N264LV</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N341NW</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N613MQ</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N556WN</td>\n",
+       "      <td>2625</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224648</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N497WN</td>\n",
+       "      <td>493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N467UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224661</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N935XJ</td>\n",
+       "      <td>3371</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224662</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N351NW</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224663</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N398CA</td>\n",
+       "      <td>4974</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N635JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224666</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4544</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224667</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N203FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N361NW</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N319US</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N963DL</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N561UW</td>\n",
+       "      <td>1973</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N793SA</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224686</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224695</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224701</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N698DL</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224703</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N284AT</td>\n",
+       "      <td>771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3455</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>3821</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N649JB</td>\n",
+       "      <td>111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N563JB</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N563UA</td>\n",
+       "      <td>296</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>3816</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N562UW</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N617DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N834AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76523</td>\n",
+       "      <td>1251</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76503</td>\n",
+       "      <td>1290</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8604C</td>\n",
+       "      <td>3798</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17138</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N964AT</td>\n",
+       "      <td>778</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N735MQ</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CRW</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>444</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8938A</td>\n",
+       "      <td>4059</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>549</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N948DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N569JB</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N0EGMQ</td>\n",
+       "      <td>4626</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24202</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4117</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224786</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8883E</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224788</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3416</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N784JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N914DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N709EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N843UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N544MQ</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14162</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224804</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NW</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>5562</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N724MQ</td>\n",
+       "      <td>4484</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224808</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8940E</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>4674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4106</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11150</td>\n",
+       "      <td>3255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N738MQ</td>\n",
+       "      <td>4569</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N975AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N438UA</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N197JB</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N534MQ</td>\n",
+       "      <td>4617</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N802UA</td>\n",
+       "      <td>641</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N638JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>4573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>224992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>748.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1032.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24211</td>\n",
+       "      <td>1627</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225065</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>845.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1054.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N672AW</td>\n",
+       "      <td>334</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225114</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>928.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1112.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N232PQ</td>\n",
+       "      <td>5068</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225123</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>943.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N720MQ</td>\n",
+       "      <td>4558</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225181</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1045.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>4940</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225213</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1341.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>4582</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225218</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1314.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225252</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>5629</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225354</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>61</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N583AA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34111</td>\n",
+       "      <td>3829</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225463</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N328NW</td>\n",
+       "      <td>1779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N426UA</td>\n",
+       "      <td>558</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>4605</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4544</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N564JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N383DN</td>\n",
+       "      <td>1621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N682MQ</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N926DL</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225636</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N334NW</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225642</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N222WN</td>\n",
+       "      <td>216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3315</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N544MQ</td>\n",
+       "      <td>4601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225726</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N952WN</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N902MQ</td>\n",
+       "      <td>3944</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225757</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>4674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N722EV</td>\n",
+       "      <td>5181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N917DL</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N505UA</td>\n",
+       "      <td>535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N254WN</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>4400</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225814</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>722.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1004.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N673DL</td>\n",
+       "      <td>461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>225935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>728.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>844.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14117</td>\n",
+       "      <td>4196</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226071</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>925.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1247.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N563UA</td>\n",
+       "      <td>557</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226100</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>957.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N830MQ</td>\n",
+       "      <td>4558</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226110</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1004.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N570UA</td>\n",
+       "      <td>256</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1026.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1259.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4388</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226140</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1046.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1156.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N615JB</td>\n",
+       "      <td>600</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226219</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1229.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N500MQ</td>\n",
+       "      <td>3792</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3381</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21197</td>\n",
+       "      <td>4661</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N817MQ</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N657AW</td>\n",
+       "      <td>688</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N589AA</td>\n",
+       "      <td>1033</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N969AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N329NW</td>\n",
+       "      <td>1902</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>3822</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>4231</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>4622</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N945DL</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226557</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N621VA</td>\n",
+       "      <td>165</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226639</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>4413</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226711</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>613.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>598.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FNAA</td>\n",
+       "      <td>731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N335NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N624VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4130</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N665DN</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N652DL</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N934AT</td>\n",
+       "      <td>778</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N905DE</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>5181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>4584</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N942AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>756.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1017.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>226959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>816.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1020.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N517MQ</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>922.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1130.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N345NB</td>\n",
+       "      <td>715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227075</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1008.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1212.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N522UA</td>\n",
+       "      <td>766</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1016.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1327.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N907DL</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1019.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1241.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N965AT</td>\n",
+       "      <td>346</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227146</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14153</td>\n",
+       "      <td>5806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1147.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N572UA</td>\n",
+       "      <td>732</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227193</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1247.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N361NB</td>\n",
+       "      <td>930</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1314.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YCAA</td>\n",
+       "      <td>743</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N502MQ</td>\n",
+       "      <td>4646</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N958AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N664AW</td>\n",
+       "      <td>688</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N630AA</td>\n",
+       "      <td>677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4175</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N655MQ</td>\n",
+       "      <td>4172</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N370NW</td>\n",
+       "      <td>1935</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76526</td>\n",
+       "      <td>1498</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4447</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N657MQ</td>\n",
+       "      <td>4146</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N555UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3735D</td>\n",
+       "      <td>1621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N946AT</td>\n",
+       "      <td>349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14180</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>708</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14153</td>\n",
+       "      <td>4225</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CVAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N502MQ</td>\n",
+       "      <td>4674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N910FJ</td>\n",
+       "      <td>2751</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>502.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>495.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BAAA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N421UA</td>\n",
+       "      <td>789</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73276</td>\n",
+       "      <td>1412</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>5215</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>128</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N529JB</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>371.0</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>376.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N656JB</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>759.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>945.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>5592</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>842.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1159.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N324AA</td>\n",
+       "      <td>33</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>846.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1020.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N448UA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>227976</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>852.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1106.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N805MQ</td>\n",
+       "      <td>4401</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>957.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>4519</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AVL</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>583</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228053</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1016.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N563UA</td>\n",
+       "      <td>561</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1025.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1234.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>4940</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1053.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N653JB</td>\n",
+       "      <td>393</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228097</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1117.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16183</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>3792</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N840MQ</td>\n",
+       "      <td>4425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228193</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39450</td>\n",
+       "      <td>1164</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228208</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N451WN</td>\n",
+       "      <td>226</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N538CA</td>\n",
+       "      <td>5386</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N428WN</td>\n",
+       "      <td>2261</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>3852</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N925AT</td>\n",
+       "      <td>349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4395</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CCAA</td>\n",
+       "      <td>677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>841</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N510JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21130</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16183</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N935XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37470</td>\n",
+       "      <td>1151</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N738CB</td>\n",
+       "      <td>493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N563JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N651MQ</td>\n",
+       "      <td>4146</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N551UW</td>\n",
+       "      <td>17</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228419</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>4415</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>4974</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3746H</td>\n",
+       "      <td>1621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3315</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N475AA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N583JB</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N488WN</td>\n",
+       "      <td>2625</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N368JB</td>\n",
+       "      <td>24</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N910XJ</td>\n",
+       "      <td>3410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228463</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N373JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N309JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228471</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N203FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>3807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3754A</td>\n",
+       "      <td>503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>618</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N656AW</td>\n",
+       "      <td>449</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>38</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>264</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KAAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N519JB</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N629VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N675AW</td>\n",
+       "      <td>681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N698MQ</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228533</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N414WN</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N853UA</td>\n",
+       "      <td>732</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N169AT</td>\n",
+       "      <td>771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N815MQ</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>4601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N621JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3412</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N551AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N411UA</td>\n",
+       "      <td>261</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228557</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N473WN</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N957DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>195</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N635VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>3730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13969</td>\n",
+       "      <td>4480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3740C</td>\n",
+       "      <td>245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228577</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>3383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N708JB</td>\n",
+       "      <td>155</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FJAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8970D</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228592</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N995AT</td>\n",
+       "      <td>778</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N760JB</td>\n",
+       "      <td>171</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228594</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N767UW</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N708EV</td>\n",
+       "      <td>5168</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N529VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HUAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26208</td>\n",
+       "      <td>1703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57855</td>\n",
+       "      <td>1165</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228608</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N755US</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228611</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24224</td>\n",
+       "      <td>1555</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228616</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>4998</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8907A</td>\n",
+       "      <td>3798</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N506MQ</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N908XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N661JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228622</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N340NB</td>\n",
+       "      <td>2457</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228623</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228626</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11127</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3416</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8532G</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N397DA</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N505UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228636</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N633VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N712SW</td>\n",
+       "      <td>542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N908DE</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228643</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N961DL</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N1EAMQ</td>\n",
+       "      <td>3744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228648</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N194DN</td>\n",
+       "      <td>2363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5057</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24702</td>\n",
+       "      <td>1692</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GNAA</td>\n",
+       "      <td>1787</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EAAA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N946AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N738MQ</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N574UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N630JB</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N820AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228659</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3450</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N368JB</td>\n",
+       "      <td>619</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228661</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N817MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228663</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N721MQ</td>\n",
+       "      <td>4569</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N324AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N485UA</td>\n",
+       "      <td>994</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228666</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N830MQ</td>\n",
+       "      <td>4449</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228667</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228669</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76519</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228670</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N366NW</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N945UW</td>\n",
+       "      <td>2144</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>10</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13118</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228677</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>4484</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N521JB</td>\n",
+       "      <td>111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12157</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>43</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>413.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>396.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N483UA</td>\n",
+       "      <td>442</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>419.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>451.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N606MQ</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>733.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>953.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N676DL</td>\n",
+       "      <td>461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>938.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1027.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11199</td>\n",
+       "      <td>5963</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228985</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1020.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1234.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N502MQ</td>\n",
+       "      <td>4582</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228988</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1024.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N171US</td>\n",
+       "      <td>1831</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>228999</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1040.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>983</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1108.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229045</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1152.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>3840</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1217.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N976DL</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1218.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1324.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N910XJ</td>\n",
+       "      <td>3465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229083</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1249.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11199</td>\n",
+       "      <td>4445</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229104</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N227WN</td>\n",
+       "      <td>2038</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229112</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>5816</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229125</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>3697</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N432WN</td>\n",
+       "      <td>22</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229187</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1501.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N835MQ</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N632JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N41140</td>\n",
+       "      <td>1199</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>36</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N324AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N365NW</td>\n",
+       "      <td>1902</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>4622</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N650MQ</td>\n",
+       "      <td>3985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N822MQ</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N357AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N807JB</td>\n",
+       "      <td>547</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229382</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N566UW</td>\n",
+       "      <td>1531</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229410</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N344NB</td>\n",
+       "      <td>1863</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N351NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8907A</td>\n",
+       "      <td>4277</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N172DN</td>\n",
+       "      <td>73</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N516AA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229476</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N648JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N506JB</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N715JB</td>\n",
+       "      <td>649</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>1505</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ABQ</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>1826</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3732J</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229504</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N330NB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>702.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>752.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N950UW</td>\n",
+       "      <td>1911</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>96</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1111.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1339.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N435UA</td>\n",
+       "      <td>279</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>679</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229902</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>143</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N319NB</td>\n",
+       "      <td>401</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N924DL</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CTAA</td>\n",
+       "      <td>753</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>229998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N358NB</td>\n",
+       "      <td>2043</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230003</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N515MQ</td>\n",
+       "      <td>4658</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N946UW</td>\n",
+       "      <td>2130</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N456AA</td>\n",
+       "      <td>883</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230075</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230078</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JJAA</td>\n",
+       "      <td>759</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>4660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CJAA</td>\n",
+       "      <td>763</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4334</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230163</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N571JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12142</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230174</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BDAA</td>\n",
+       "      <td>565</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N342AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N544AA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230213</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N561AA</td>\n",
+       "      <td>773</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N315US</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KHAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N948UW</td>\n",
+       "      <td>2138</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12195</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N844UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N183UW</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N802UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76528</td>\n",
+       "      <td>1471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N603DL</td>\n",
+       "      <td>6</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12201</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230395</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11193</td>\n",
+       "      <td>3829</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76516</td>\n",
+       "      <td>1257</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N660UA</td>\n",
+       "      <td>386</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11544</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>128</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>112</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>802.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>920.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18120</td>\n",
+       "      <td>4422</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>945.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1156.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4714</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1354.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N554UA</td>\n",
+       "      <td>642</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1111.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1227.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1159.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26210</td>\n",
+       "      <td>1150</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1202.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1431.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N566UA</td>\n",
+       "      <td>769</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1227.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1314.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1239.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N622VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N521VA</td>\n",
+       "      <td>187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1243.0</td>\n",
+       "      <td>401.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>1170</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>200</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1253.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14186</td>\n",
+       "      <td>4709</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N645DL</td>\n",
+       "      <td>1947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73275</td>\n",
+       "      <td>1120</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230863</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>4658</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N936WN</td>\n",
+       "      <td>3316</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N826UA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11193</td>\n",
+       "      <td>4302</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230894</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1414.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>5796</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N607AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230916</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>36</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N327NB</td>\n",
+       "      <td>2043</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>1338</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MVY</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>173</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39461</td>\n",
+       "      <td>1742</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N475WN</td>\n",
+       "      <td>2261</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N621JB</td>\n",
+       "      <td>1783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230976</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N389DA</td>\n",
+       "      <td>673</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>230996</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>1275</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231012</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N836AY</td>\n",
+       "      <td>3719</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231015</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14162</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231017</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N949AT</td>\n",
+       "      <td>721</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231019</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N534JB</td>\n",
+       "      <td>537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231026</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231033</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231042</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231049</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231053</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231055</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>3695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231056</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N637MQ</td>\n",
+       "      <td>4146</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231058</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N905WN</td>\n",
+       "      <td>216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12201</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231064</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N304DQ</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N797MX</td>\n",
+       "      <td>262</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231068</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14117</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231076</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N362AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231086</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N522UA</td>\n",
+       "      <td>996</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231092</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231093</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8580A</td>\n",
+       "      <td>3793</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231096</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N512MJ</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231097</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231099</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>5682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231112</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N519MQ</td>\n",
+       "      <td>4579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231114</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N686MQ</td>\n",
+       "      <td>4309</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231117</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KCAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231119</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N760US</td>\n",
+       "      <td>2183</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231120</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N368JB</td>\n",
+       "      <td>1012</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231122</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N582AA</td>\n",
+       "      <td>773</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231123</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N163US</td>\n",
+       "      <td>1531</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231124</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N845VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>367.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231125</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N431UA</td>\n",
+       "      <td>442</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231126</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N626MQ</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3760C</td>\n",
+       "      <td>706</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>4657</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N482AA</td>\n",
+       "      <td>1905</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231133</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N657MQ</td>\n",
+       "      <td>4323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8839E</td>\n",
+       "      <td>4275</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11119</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231140</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>3853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231144</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231145</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N373JB</td>\n",
+       "      <td>618</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231150</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16703</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N807UA</td>\n",
+       "      <td>435</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N339NW</td>\n",
+       "      <td>2383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231156</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>38</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231157</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N345NB</td>\n",
+       "      <td>402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231160</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N680AW</td>\n",
+       "      <td>449</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87512</td>\n",
+       "      <td>1141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231166</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>1111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3341</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>3847</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231174</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3398</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231177</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N456WN</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N341NW</td>\n",
+       "      <td>479</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8674A</td>\n",
+       "      <td>3788</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231188</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38473</td>\n",
+       "      <td>1450</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N612JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231193</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N176AT</td>\n",
+       "      <td>771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16151</td>\n",
+       "      <td>4225</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N935XJ</td>\n",
+       "      <td>3400</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>745</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231203</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N368NB</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231205</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N79279</td>\n",
+       "      <td>1061</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N909DL</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231208</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N826AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N565UA</td>\n",
+       "      <td>212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231214</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N825UA</td>\n",
+       "      <td>589</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N411UA</td>\n",
+       "      <td>708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231217</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N826MQ</td>\n",
+       "      <td>3944</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>184</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231218</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N319US</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231220</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>4626</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231222</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N546MQ</td>\n",
+       "      <td>3730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N768SW</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231227</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16178</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231229</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>3310</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>35</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231232</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N376DA</td>\n",
+       "      <td>73</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N924WN</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>130</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N514MQ</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3476</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N642VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N716EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N745VJ</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N170US</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N592JB</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N946DL</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231252</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N550UW</td>\n",
+       "      <td>17</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231255</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87507</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231257</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N458UA</td>\n",
+       "      <td>693</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N969WN</td>\n",
+       "      <td>625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N497WN</td>\n",
+       "      <td>542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231261</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N526VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N635VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3732J</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N515AA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N325US</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N811UA</td>\n",
+       "      <td>390</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N927WN</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8808H</td>\n",
+       "      <td>3615</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N805JB</td>\n",
+       "      <td>111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231279</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>24</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N703UW</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N510JB</td>\n",
+       "      <td>75</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N755US</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N309US</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>3385</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KKAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N467UA</td>\n",
+       "      <td>299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11199</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N490UA</td>\n",
+       "      <td>675</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231300</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11107</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3380</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3397</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N501MQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N638VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N949AT</td>\n",
+       "      <td>778</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N817MQ</td>\n",
+       "      <td>4449</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36280</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N831AY</td>\n",
+       "      <td>4287</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N905DE</td>\n",
+       "      <td>975</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N133EV</td>\n",
+       "      <td>5550</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N552JB</td>\n",
+       "      <td>43</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14173</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16713</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N200PQ</td>\n",
+       "      <td>5092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N760US</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8515F</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EUAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N197DN</td>\n",
+       "      <td>2363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231334</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N947AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N614QX</td>\n",
+       "      <td>5254</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13716</td>\n",
+       "      <td>1692</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N33182</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231344</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N505UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18120</td>\n",
+       "      <td>4480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N635JB</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34282</td>\n",
+       "      <td>1145</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13995</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231354</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N67171</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N502MQ</td>\n",
+       "      <td>4617</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N786SW</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N373JB</td>\n",
+       "      <td>10</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N345NB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N399DA</td>\n",
+       "      <td>2065</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>4141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>703.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>847.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N131EV</td>\n",
+       "      <td>5559</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>805.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>954.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4166</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>806.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1051.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36280</td>\n",
+       "      <td>1144</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>900.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N552JB</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>911.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N449UA</td>\n",
+       "      <td>753</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>918.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1137.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>625</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>933.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1045.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N908XJ</td>\n",
+       "      <td>3521</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1010.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1129.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26141</td>\n",
+       "      <td>5824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231706</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1012.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1112.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1037.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N570UA</td>\n",
+       "      <td>732</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1108.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>4654</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1138.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ATAA</td>\n",
+       "      <td>731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1156.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>4950</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N537MQ</td>\n",
+       "      <td>3795</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231804</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1223.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N492UA</td>\n",
+       "      <td>577</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1246.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>1191</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ACK</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N506MQ</td>\n",
+       "      <td>4646</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231857</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>4679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1356.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34131</td>\n",
+       "      <td>1641</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>231941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N797MX</td>\n",
+       "      <td>2261</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8560F</td>\n",
+       "      <td>3793</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232004</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232025</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14991</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232033</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N33182</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N492UA</td>\n",
+       "      <td>253</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N410UA</td>\n",
+       "      <td>736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5599</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232061</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>4622</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N620MQ</td>\n",
+       "      <td>4146</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N490WN</td>\n",
+       "      <td>262</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232072</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N591JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232091</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>6</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232106</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>4431</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232110</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>4415</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232119</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N606JB</td>\n",
+       "      <td>537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232133</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13716</td>\n",
+       "      <td>1664</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232143</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>1012</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N549UW</td>\n",
+       "      <td>17</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232162</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N565JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232166</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N197JB</td>\n",
+       "      <td>1111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N240AT</td>\n",
+       "      <td>771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N132EV</td>\n",
+       "      <td>5615</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232177</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3400</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>745</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232188</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N795SW</td>\n",
+       "      <td>2625</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N469WN</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232227</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8495B</td>\n",
+       "      <td>3615</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232230</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N404WN</td>\n",
+       "      <td>625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232240</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N506MQ</td>\n",
+       "      <td>4674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N476UA</td>\n",
+       "      <td>525</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3398</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N635VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N508JB</td>\n",
+       "      <td>75</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>155</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232288</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N598AA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N821JB</td>\n",
+       "      <td>111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3476</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8982A</td>\n",
+       "      <td>4287</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N353NW</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N822MQ</td>\n",
+       "      <td>4423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3385</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76265</td>\n",
+       "      <td>1682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24224</td>\n",
+       "      <td>1439</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>4555</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N510JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8943A</td>\n",
+       "      <td>3878</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12142</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3380</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>10</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N761ND</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N232PQ</td>\n",
+       "      <td>5092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N502MQ</td>\n",
+       "      <td>4660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>5827</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>838.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1130.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>49</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>906.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1022.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>4950</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232713</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1043.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1309.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N834UA</td>\n",
+       "      <td>260</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1220.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14568</td>\n",
+       "      <td>4240</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1151.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>1172</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1202.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N583AA</td>\n",
+       "      <td>1223</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16561</td>\n",
+       "      <td>5806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>232826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N403UA</td>\n",
+       "      <td>410</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233035</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11544</td>\n",
+       "      <td>4175</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233080</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233101</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N915DE</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CBAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233143</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233150</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N630VA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>5678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FUAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N565JB</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26123</td>\n",
+       "      <td>1175</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GFAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16561</td>\n",
+       "      <td>3839</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233233</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N546MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N393DA</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N717TW</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DXAA</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N674DL</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N907WN</td>\n",
+       "      <td>542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BAAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14568</td>\n",
+       "      <td>5817</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N950UW</td>\n",
+       "      <td>2144</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N759EV</td>\n",
+       "      <td>5550</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N233LV</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11109</td>\n",
+       "      <td>4276</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>112</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>358.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77296</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>380.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N538CA</td>\n",
+       "      <td>5092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N544AA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233382</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EDAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17169</td>\n",
+       "      <td>3812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233386</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5258</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N921AT</td>\n",
+       "      <td>778</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233389</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N989DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N950DL</td>\n",
+       "      <td>1247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>128</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>22</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>510.0</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N784JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233394</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>446.0</td>\n",
+       "      <td>430.0</td>\n",
+       "      <td>420.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N689DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>709.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1013.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BNAA</td>\n",
+       "      <td>1837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>720.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1015.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CBAA</td>\n",
+       "      <td>707</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>830.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76504</td>\n",
+       "      <td>1115</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>839.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N67171</td>\n",
+       "      <td>1415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>904.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N841UA</td>\n",
+       "      <td>624</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>906.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N853VA</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>363.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N460UA</td>\n",
+       "      <td>355</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>951.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N502MQ</td>\n",
+       "      <td>3355</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>953.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N595UA</td>\n",
+       "      <td>443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1004.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1227.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3353</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233666</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1005.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N855UA</td>\n",
+       "      <td>252</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1029.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N796JB</td>\n",
+       "      <td>641</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1029.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N855VA</td>\n",
+       "      <td>161</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1050.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1354.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EVAA</td>\n",
+       "      <td>647</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233698</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1054.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1238.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>56</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233707</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1110.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N570AA</td>\n",
+       "      <td>731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>3611</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N425UA</td>\n",
+       "      <td>258</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N649JB</td>\n",
+       "      <td>197</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1139.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1352.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39297</td>\n",
+       "      <td>1043</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8976E</td>\n",
+       "      <td>3608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>94</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233732</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1144.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>3689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N777QC</td>\n",
+       "      <td>1983</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1153.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>HA</td>\n",
+       "      <td>N388HA</td>\n",
+       "      <td>51</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>634.0</td>\n",
+       "      <td>4983</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1352.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N250WN</td>\n",
+       "      <td>3297</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N361NB</td>\n",
+       "      <td>1903</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N114UW</td>\n",
+       "      <td>931</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CGAA</td>\n",
+       "      <td>2099</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1414.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N950UW</td>\n",
+       "      <td>2126</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233780</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N434UA</td>\n",
+       "      <td>255</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1325.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N546MQ</td>\n",
+       "      <td>3658</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N656JB</td>\n",
+       "      <td>1471</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N421UA</td>\n",
+       "      <td>277</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N475UA</td>\n",
+       "      <td>410</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N822MQ</td>\n",
+       "      <td>3386</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N915DE</td>\n",
+       "      <td>2445</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N950DL</td>\n",
+       "      <td>1455</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N775SW</td>\n",
+       "      <td>546</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N294JB</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233810</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1412.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N543UW</td>\n",
+       "      <td>1459</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1412.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>74</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233814</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N826UA</td>\n",
+       "      <td>429</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233817</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N124US</td>\n",
+       "      <td>1895</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233818</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N464WN</td>\n",
+       "      <td>40</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N456AA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17138</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37290</td>\n",
+       "      <td>1037</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1431.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N521AA</td>\n",
+       "      <td>743</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76502</td>\n",
+       "      <td>1122</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37274</td>\n",
+       "      <td>1123</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3743H</td>\n",
+       "      <td>2303</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233832</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N79521</td>\n",
+       "      <td>1164</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233837</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N630JB</td>\n",
+       "      <td>1601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N801UA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33262</td>\n",
+       "      <td>1120</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233843</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N667DN</td>\n",
+       "      <td>1947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N434AA</td>\n",
+       "      <td>329</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233855</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N960AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BNAA</td>\n",
+       "      <td>1073</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N975DL</td>\n",
+       "      <td>2215</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N411UA</td>\n",
+       "      <td>656</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233863</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N544MQ</td>\n",
+       "      <td>3678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1516.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N571JB</td>\n",
+       "      <td>525</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233876</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N849UA</td>\n",
+       "      <td>755</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233878</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N521JB</td>\n",
+       "      <td>301</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N946DL</td>\n",
+       "      <td>781</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233891</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>1002</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N784JB</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233898</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>1338</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MVY</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>173</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233904</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N980DL</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N193JB</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N725UW</td>\n",
+       "      <td>2177</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233916</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N921AT</td>\n",
+       "      <td>721</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233919</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N906AT</td>\n",
+       "      <td>349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N511UA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87531</td>\n",
+       "      <td>1498</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233936</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8944B</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>117</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N656AW</td>\n",
+       "      <td>688</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>388.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>421.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N820AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CBAA</td>\n",
+       "      <td>759</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3741S</td>\n",
+       "      <td>1773</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8877A</td>\n",
+       "      <td>4279</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73251</td>\n",
+       "      <td>1618</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N542MQ</td>\n",
+       "      <td>3622</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>615</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>828</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N645JB</td>\n",
+       "      <td>537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233976</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N940DL</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233977</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8495B</td>\n",
+       "      <td>4275</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233978</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N748SW</td>\n",
+       "      <td>262</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233989</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233993</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39728</td>\n",
+       "      <td>1542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233994</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233996</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N517MQ</td>\n",
+       "      <td>3694</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>233998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234004</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37255</td>\n",
+       "      <td>1110</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>5599</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234012</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5432</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N922DL</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234017</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N460UA</td>\n",
+       "      <td>493</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234019</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N601MQ</td>\n",
+       "      <td>2793</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234021</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>6</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234023</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234025</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8646A</td>\n",
+       "      <td>4280</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>94</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234035</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3392</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234038</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N658JB</td>\n",
+       "      <td>91</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>377.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234042</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N448UA</td>\n",
+       "      <td>503</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234043</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KFAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234044</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N935XJ</td>\n",
+       "      <td>3398</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234045</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N509UA</td>\n",
+       "      <td>996</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234046</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N415UA</td>\n",
+       "      <td>294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N851VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234053</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3731T</td>\n",
+       "      <td>2280</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234059</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12167</td>\n",
+       "      <td>5682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234060</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234069</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>5678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234072</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BKAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234073</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>430.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N804MQ</td>\n",
+       "      <td>3361</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AYAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234080</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ECAA</td>\n",
+       "      <td>1901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EEAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234084</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39450</td>\n",
+       "      <td>1284</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>367.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234085</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N781WN</td>\n",
+       "      <td>2625</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234086</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38268</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N348NW</td>\n",
+       "      <td>2383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234090</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234101</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N592UA</td>\n",
+       "      <td>651</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234102</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234104</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JEAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N491UA</td>\n",
+       "      <td>708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234114</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N374NW</td>\n",
+       "      <td>479</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234123</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N471UA</td>\n",
+       "      <td>435</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234125</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N488UA</td>\n",
+       "      <td>234</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234128</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N18223</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EYAA</td>\n",
+       "      <td>119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N621VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>385.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8943A</td>\n",
+       "      <td>3788</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>38</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N346NB</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234156</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N662JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234159</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234162</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N649AW</td>\n",
+       "      <td>449</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234166</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N327NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234167</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>380.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>63</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N768JB</td>\n",
+       "      <td>195</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234169</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N841UA</td>\n",
+       "      <td>209</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8646A</td>\n",
+       "      <td>4295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N477AA</td>\n",
+       "      <td>1507</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N526VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234177</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N680DA</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N606JB</td>\n",
+       "      <td>1505</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ABQ</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>1826</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234182</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N419AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234183</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N555LV</td>\n",
+       "      <td>542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>155</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CPAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234193</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N452UA</td>\n",
+       "      <td>675</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234194</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>388.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>468.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N687DL</td>\n",
+       "      <td>451</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N176PQ</td>\n",
+       "      <td>5550</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N926DL</td>\n",
+       "      <td>975</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N45440</td>\n",
+       "      <td>1292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FNAA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8698A</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234200</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N891AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234201</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N322US</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234203</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N756US</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234204</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234205</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12238</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N938DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234208</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N722US</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N496WN</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234213</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N361NB</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234214</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8501F</td>\n",
+       "      <td>3615</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234216</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N353AT</td>\n",
+       "      <td>771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234217</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3380</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N607JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N603JB</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13718</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234226</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8877A</td>\n",
+       "      <td>3878</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234228</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37267</td>\n",
+       "      <td>1241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234230</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>1111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234233</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N436UA</td>\n",
+       "      <td>205</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76502</td>\n",
+       "      <td>1224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N915DE</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>447.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>496.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N943DL</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234240</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N826UA</td>\n",
+       "      <td>994</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N294JB</td>\n",
+       "      <td>10</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N450WN</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N378DA</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234245</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14902</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>3829</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3397</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234249</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N534JB</td>\n",
+       "      <td>199</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8674A</td>\n",
+       "      <td>4287</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N576UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234252</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CGAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234253</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N486AA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N472WN</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234257</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8495B</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N426WN</td>\n",
+       "      <td>625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N651JB</td>\n",
+       "      <td>707</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N630JB</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234261</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N454WN</td>\n",
+       "      <td>579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N913WN</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234264</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N79521</td>\n",
+       "      <td>1439</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N909DL</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N639JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N930AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>728.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>941.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N668DN</td>\n",
+       "      <td>1743</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>745.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>929.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N724MQ</td>\n",
+       "      <td>3351</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>854.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1023.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N685SW</td>\n",
+       "      <td>1696</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>900.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1045.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4166</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>905.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1011.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>3854</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>914.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N483AA</td>\n",
+       "      <td>2083</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1016.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>5824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1027.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N491AA</td>\n",
+       "      <td>313</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234685</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1058.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1203.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>3355</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234695</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1325.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8390A</td>\n",
+       "      <td>4065</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>659</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234713</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1138.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1334.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>3644</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1158.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>4519</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AVL</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>583</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1223.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3230</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1306.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1431.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>5825</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7704B</td>\n",
+       "      <td>654</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234810</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1339.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N836MQ</td>\n",
+       "      <td>3386</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8698A</td>\n",
+       "      <td>3611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N506MQ</td>\n",
+       "      <td>3461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37298</td>\n",
+       "      <td>1164</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N939WN</td>\n",
+       "      <td>427</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234936</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>3567</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234976</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>4129</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234977</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>234983</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>3678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235006</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N738MQ</td>\n",
+       "      <td>3532</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N983AT</td>\n",
+       "      <td>721</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235065</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N537MQ</td>\n",
+       "      <td>3199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235089</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235093</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3765</td>\n",
+       "      <td>4</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235096</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N710TW</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235102</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235114</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16703</td>\n",
+       "      <td>1542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BSAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235125</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7726A</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235126</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N345AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>3853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235137</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>5678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235140</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N914FJ</td>\n",
+       "      <td>2751</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>3301</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235156</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N994DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235160</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N449UA</td>\n",
+       "      <td>618</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235166</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N474AA</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235167</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N575UA</td>\n",
+       "      <td>212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N359NB</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DUAA</td>\n",
+       "      <td>119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DSAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235181</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235183</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N491AA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235187</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>3847</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N996DL</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N702TW</td>\n",
+       "      <td>1643</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235194</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N694DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235200</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7704B</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235201</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N725UW</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235203</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3767</td>\n",
+       "      <td>2007</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235205</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33264</td>\n",
+       "      <td>1259</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235209</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235214</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3731T</td>\n",
+       "      <td>971</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235218</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14902</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235219</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N826AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N905DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N651JB</td>\n",
+       "      <td>91</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235226</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BPAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235228</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3397</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N695CA</td>\n",
+       "      <td>5092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N489AA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N604QX</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N425UA</td>\n",
+       "      <td>516</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235249</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N931DL</td>\n",
+       "      <td>975</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235257</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>3662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N638VA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N204FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N104UW</td>\n",
+       "      <td>1531</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235267</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N524MQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GXAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>3573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N804MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N294JB</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235283</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N29717</td>\n",
+       "      <td>1692</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N757UW</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>3829</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235288</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35271</td>\n",
+       "      <td>1241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N625VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>3604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235293</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AUAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N805JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N989DL</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N612QX</td>\n",
+       "      <td>5254</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N950UW</td>\n",
+       "      <td>2144</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>3603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235300</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N440UA</td>\n",
+       "      <td>407</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8733G</td>\n",
+       "      <td>4295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CAAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N231WN</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N372NW</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N919DE</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>619</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11109</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8423C</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N983AT</td>\n",
+       "      <td>778</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235315</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N537MQ</td>\n",
+       "      <td>3384</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N724MQ</td>\n",
+       "      <td>3591</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N235WN</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>940.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N568UA</td>\n",
+       "      <td>421</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>957.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N843UA</td>\n",
+       "      <td>699</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235642</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1110.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>3611</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1133.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>5672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N940DL</td>\n",
+       "      <td>1875</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1354.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N519MQ</td>\n",
+       "      <td>3230</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1354.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1501.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N830MQ</td>\n",
+       "      <td>3386</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>1601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>1137.0</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>1127.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235780</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>3340</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235832</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N582AA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235883</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8965E</td>\n",
+       "      <td>3793</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4087</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N552UA</td>\n",
+       "      <td>216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4561</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4535</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N942MQ</td>\n",
+       "      <td>3202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N830MQ</td>\n",
+       "      <td>3359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235976</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N810UA</td>\n",
+       "      <td>422</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235988</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N519MQ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>235996</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GPAA</td>\n",
+       "      <td>1750</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73445</td>\n",
+       "      <td>1248</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236015</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EXAA</td>\n",
+       "      <td>221</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YHAA</td>\n",
+       "      <td>773</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236057</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BVAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75853</td>\n",
+       "      <td>1266</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236106</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JTAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236113</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N406UA</td>\n",
+       "      <td>367</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236114</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37274</td>\n",
+       "      <td>1637</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236126</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N705TW</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>369.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N530VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236140</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>3829</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236141</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N363NW</td>\n",
+       "      <td>73</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236151</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N741EV</td>\n",
+       "      <td>5258</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>723.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>957.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N709JB</td>\n",
+       "      <td>315</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>679</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1325.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N656JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236669</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N760SW</td>\n",
+       "      <td>427</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>5966</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236732</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>4324</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17108</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236788</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>4949</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236804</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>3622</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>4140</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XEAA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N713SW</td>\n",
+       "      <td>1939</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EEAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236852</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N553UA</td>\n",
+       "      <td>531</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N810UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>3199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>173</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJC</td>\n",
+       "      <td>365.0</td>\n",
+       "      <td>2569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N996DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>236957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NB</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237002</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N426UA</td>\n",
+       "      <td>339</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237021</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N398CA</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237035</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N959WN</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237038</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N417UA</td>\n",
+       "      <td>994</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237049</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N963DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237053</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15985</td>\n",
+       "      <td>4372</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237060</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N537MQ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237063</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14219</td>\n",
+       "      <td>1116</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237069</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N721UW</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N309JB</td>\n",
+       "      <td>30</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237071</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N358JB</td>\n",
+       "      <td>112</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237072</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>725.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1112.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CHAA</td>\n",
+       "      <td>707</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>832.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1110.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N805MQ</td>\n",
+       "      <td>3676</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>833.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>934.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>5819</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>912.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1114.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N354NB</td>\n",
+       "      <td>2457</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237395</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1041.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>1061</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1106.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1217.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>3611</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1123.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1230.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11165</td>\n",
+       "      <td>4187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N477AA</td>\n",
+       "      <td>731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N723EV</td>\n",
+       "      <td>5033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1218.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N31131</td>\n",
+       "      <td>3817</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N906DL</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1259.0</td>\n",
+       "      <td>419.0</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>411.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N697DL</td>\n",
+       "      <td>461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1313.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N804MQ</td>\n",
+       "      <td>3386</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GAAA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237594</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FJAA</td>\n",
+       "      <td>753</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>143</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EKAA</td>\n",
+       "      <td>759</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>467.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>489.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N322US</td>\n",
+       "      <td>1157</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N908XJ</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N552AA</td>\n",
+       "      <td>883</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237698</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237699</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N348AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>373.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237701</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237726</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N589AA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N389AA</td>\n",
+       "      <td>1769</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11544</td>\n",
+       "      <td>4175</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77295</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>4949</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N559AA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3756</td>\n",
+       "      <td>1394</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N459UA</td>\n",
+       "      <td>488</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237758</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JRAA</td>\n",
+       "      <td>763</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EHAA</td>\n",
+       "      <td>881</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237765</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N363NW</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N953DL</td>\n",
+       "      <td>847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>9</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N839MH</td>\n",
+       "      <td>843</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>5818</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>946</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11165</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237788</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N761ND</td>\n",
+       "      <td>4878</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FTAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N466AA</td>\n",
+       "      <td>1507</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N902MQ</td>\n",
+       "      <td>3075</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>3411</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FHAA</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N321NB</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237817</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N462WN</td>\n",
+       "      <td>2625</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5091</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EEAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38458</td>\n",
+       "      <td>1593</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DNAA</td>\n",
+       "      <td>1901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237832</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FMAA</td>\n",
+       "      <td>221</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N649MQ</td>\n",
+       "      <td>2949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N585UA</td>\n",
+       "      <td>996</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>372.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N538UA</td>\n",
+       "      <td>392</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237845</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N797MX</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N720MQ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DSAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237853</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3301</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N218FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FVAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N627DL</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N509UA</td>\n",
+       "      <td>509</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3400</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>745</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237868</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N246LV</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237873</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N346NB</td>\n",
+       "      <td>402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N415UA</td>\n",
+       "      <td>299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N467WN</td>\n",
+       "      <td>493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237877</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N476UA</td>\n",
+       "      <td>807</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237878</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HAAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N544AA</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N424AA</td>\n",
+       "      <td>773</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N169AT</td>\n",
+       "      <td>771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N530MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N827UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>1012</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XFAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>1176</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N934AT</td>\n",
+       "      <td>778</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N442UA</td>\n",
+       "      <td>525</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237910</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N625VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>378.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237913</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N911DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N916DL</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237916</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77431</td>\n",
+       "      <td>1253</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>367.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N756SA</td>\n",
+       "      <td>542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237919</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N961UW</td>\n",
+       "      <td>2140</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N713UW</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N555AY</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N533UA</td>\n",
+       "      <td>212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N131EV</td>\n",
+       "      <td>5550</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N615DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N516MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237946</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37287</td>\n",
+       "      <td>1269</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N715JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237948</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3380</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237949</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EFAA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237955</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FCAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14168</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N224WN</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N467UA</td>\n",
+       "      <td>675</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N913DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237964</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N877AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N948UW</td>\n",
+       "      <td>2142</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13969</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237975</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N608QX</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237978</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N137EV</td>\n",
+       "      <td>5092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237980</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N587AA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237982</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237984</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N368NW</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237991</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39475</td>\n",
+       "      <td>1244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N632JB</td>\n",
+       "      <td>677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237994</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37267</td>\n",
+       "      <td>1682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237995</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237997</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>3829</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8936A</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>237999</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N342NB</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238003</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N967UW</td>\n",
+       "      <td>2144</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16151</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238006</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238008</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N514AA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238009</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238010</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N908XJ</td>\n",
+       "      <td>3397</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>4969</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238012</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N708EV</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238013</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78285</td>\n",
+       "      <td>1224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12135</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238015</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>3604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238017</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>619</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DPAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238019</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238021</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238022</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N717JL</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238023</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>10</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N746UW</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238025</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3APAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238026</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4276</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238027</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>43</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238029</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N425UA</td>\n",
+       "      <td>430</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14543</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238031</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21154</td>\n",
+       "      <td>3832</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238035</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238038</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N659JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238039</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N852MQ</td>\n",
+       "      <td>3621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238040</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>631</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N605QX</td>\n",
+       "      <td>5258</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238042</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>3660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238043</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>22</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238045</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14180</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N346NB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238060</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N246LV</td>\n",
+       "      <td>579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238061</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N506JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4276</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238063</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5254</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238065</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>399</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>10</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238068</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>112</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238069</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>849.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1049.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3353</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>901.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1121.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N354NB</td>\n",
+       "      <td>2457</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>925.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1034.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78448</td>\n",
+       "      <td>1686</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>929.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FDAA</td>\n",
+       "      <td>1757</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1017.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N196UW</td>\n",
+       "      <td>1831</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238367</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1018.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>1204</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1048.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>5109</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>3689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N720MQ</td>\n",
+       "      <td>3281</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>1303</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N379DA</td>\n",
+       "      <td>2303</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N474UA</td>\n",
+       "      <td>255</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14228</td>\n",
+       "      <td>1164</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1354.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73299</td>\n",
+       "      <td>1037</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13969</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N821UA</td>\n",
+       "      <td>530</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13138</td>\n",
+       "      <td>1186</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238541</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>6054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XEAA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>3669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CSAA</td>\n",
+       "      <td>759</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>5797</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16732</td>\n",
+       "      <td>1166</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NB</td>\n",
+       "      <td>1164</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238636</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N241WN</td>\n",
+       "      <td>427</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N903DE</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>377</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N342NB</td>\n",
+       "      <td>127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N568UA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4111</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238663</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N663DN</td>\n",
+       "      <td>2247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N445WN</td>\n",
+       "      <td>262</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N465UA</td>\n",
+       "      <td>488</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N902DE</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3392</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238685</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238686</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N680DA</td>\n",
+       "      <td>451</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N746UW</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238699</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N163US</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N919WN</td>\n",
+       "      <td>493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238712</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N720MQ</td>\n",
+       "      <td>3416</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N183DN</td>\n",
+       "      <td>843</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5599</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238723</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3733Z</td>\n",
+       "      <td>706</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238726</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3746H</td>\n",
+       "      <td>1394</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N649MQ</td>\n",
+       "      <td>2949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FDAA</td>\n",
+       "      <td>1751</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238732</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N703UW</td>\n",
+       "      <td>2183</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5432</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>3357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N952DL</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238744</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N190UW</td>\n",
+       "      <td>1531</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N320US</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N634VA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>5678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N825AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238757</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238758</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N784SW</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36447</td>\n",
+       "      <td>1163</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N399DA</td>\n",
+       "      <td>1753</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N352NW</td>\n",
+       "      <td>479</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73299</td>\n",
+       "      <td>1712</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8972E</td>\n",
+       "      <td>3788</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EDAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N524MQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N810UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238775</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DGAA</td>\n",
+       "      <td>763</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238780</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N444UA</td>\n",
+       "      <td>646</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N435AA</td>\n",
+       "      <td>773</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N653JB</td>\n",
+       "      <td>369</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N309JB</td>\n",
+       "      <td>1012</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N366NW</td>\n",
+       "      <td>1935</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>374.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N79402</td>\n",
+       "      <td>1151</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N359NW</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N944DL</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N679DA</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N741UW</td>\n",
+       "      <td>1899</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N941DL</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238804</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4431</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N330AT</td>\n",
+       "      <td>771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3740C</td>\n",
+       "      <td>73</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238810</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>4978</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N679AW</td>\n",
+       "      <td>681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12216</td>\n",
+       "      <td>1401</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N975DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NW</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17229</td>\n",
+       "      <td>1637</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14543</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GCAA</td>\n",
+       "      <td>779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N480UA</td>\n",
+       "      <td>589</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11155</td>\n",
+       "      <td>4225</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3750D</td>\n",
+       "      <td>2007</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238832</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N413AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N945UW</td>\n",
+       "      <td>2140</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33262</td>\n",
+       "      <td>1269</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N953AT</td>\n",
+       "      <td>778</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238837</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N639JB</td>\n",
+       "      <td>509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N523UW</td>\n",
+       "      <td>17</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>3839</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N527VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N925FJ</td>\n",
+       "      <td>2751</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238846</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HUAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N760JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238848</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3310</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N308DE</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238852</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N796JB</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238855</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N566JB</td>\n",
+       "      <td>111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238857</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3743H</td>\n",
+       "      <td>971</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N437WN</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238862</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14242</td>\n",
+       "      <td>1165</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8847A</td>\n",
+       "      <td>4059</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>549</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N912WN</td>\n",
+       "      <td>625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238868</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N533UA</td>\n",
+       "      <td>212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>363.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238869</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34460</td>\n",
+       "      <td>1666</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>375.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238873</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21130</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N503AA</td>\n",
+       "      <td>363</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238877</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N477AA</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N291WN</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N935WN</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N416UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HGAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BDAA</td>\n",
+       "      <td>361</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238891</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N709EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238894</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N467AA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N956DL</td>\n",
+       "      <td>975</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238897</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>130</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>375.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>383.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N566UA</td>\n",
+       "      <td>649</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238902</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N746UW</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N447UA</td>\n",
+       "      <td>675</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N193UW</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238910</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>618</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N909DL</td>\n",
+       "      <td>847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>1111</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238916</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14231</td>\n",
+       "      <td>1439</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NB</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N431UA</td>\n",
+       "      <td>332</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238919</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37413</td>\n",
+       "      <td>1667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N782SA</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8969A</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N691CA</td>\n",
+       "      <td>5550</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>488</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>1016</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N627VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>3829</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>3812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N553UA</td>\n",
+       "      <td>493</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N703UW</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238936</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>3832</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N53441</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8982A</td>\n",
+       "      <td>3615</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12135</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14105</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238943</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N562UW</td>\n",
+       "      <td>1973</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N635JB</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238946</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N379DA</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14972</td>\n",
+       "      <td>4480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238948</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N316NB</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N958AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N692DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>3604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238956</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N712JB</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>619</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N807JB</td>\n",
+       "      <td>43</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76508</td>\n",
+       "      <td>1116</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238963</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N490AA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238964</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238965</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>155</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238966</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5258</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14228</td>\n",
+       "      <td>1532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>22</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N328NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238972</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N972DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>713.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>941.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N330AT</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>859.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FCAA</td>\n",
+       "      <td>1949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>955.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YSAA</td>\n",
+       "      <td>313</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1009.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N162UW</td>\n",
+       "      <td>1831</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1017.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N635VA</td>\n",
+       "      <td>161</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1357.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N506MQ</td>\n",
+       "      <td>3689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1143.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1408.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N461UA</td>\n",
+       "      <td>244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1202.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1352.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N750UW</td>\n",
+       "      <td>2171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1207.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DSAA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N721TW</td>\n",
+       "      <td>863</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239481</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>5545</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N544MQ</td>\n",
+       "      <td>3658</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57111</td>\n",
+       "      <td>1505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1408.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>1534.0</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8646A</td>\n",
+       "      <td>3608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N640VA</td>\n",
+       "      <td>165</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N937AT</td>\n",
+       "      <td>349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>3669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N810UA</td>\n",
+       "      <td>330</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239670</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N750UW</td>\n",
+       "      <td>2179</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239688</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8972E</td>\n",
+       "      <td>3719</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N503UA</td>\n",
+       "      <td>996</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N593AA</td>\n",
+       "      <td>2223</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N714US</td>\n",
+       "      <td>2183</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N694DL</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N836AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>5818</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>3301</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N848UA</td>\n",
+       "      <td>679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N812UA</td>\n",
+       "      <td>329</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N783SW</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N722TW</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>3349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N750UW</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N727TW</td>\n",
+       "      <td>1643</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N524MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239972</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N579UA</td>\n",
+       "      <td>755</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239978</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N431UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239993</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76519</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239996</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8944B</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239997</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239999</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N11206</td>\n",
+       "      <td>1259</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N562UA</td>\n",
+       "      <td>730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240013</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3759</td>\n",
+       "      <td>245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>416.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N763JB</td>\n",
+       "      <td>383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240027</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N625JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240145</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>722.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>844.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>855.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N710TW</td>\n",
+       "      <td>1771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>919.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1106.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>3538</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1017.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1256.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>1</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24212</td>\n",
+       "      <td>1037</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N204FR</td>\n",
+       "      <td>507</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33209</td>\n",
+       "      <td>1242</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N41135</td>\n",
+       "      <td>1600</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240697</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N351AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14162</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>5818</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CGAA</td>\n",
+       "      <td>221</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240846</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N758SW</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N431UA</td>\n",
+       "      <td>234</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N218WN</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3476</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N563JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240989</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N639JB</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>240998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N503JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241003</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N916DE</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N374DA</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241022</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N509UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241181</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>754.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>906.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4533</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>805.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>908.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>4241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241200</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>810.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1144.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>3</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1026.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1252.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N712JB</td>\n",
+       "      <td>189</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1040.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1158.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>586</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1059.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N848VA</td>\n",
+       "      <td>251</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1243.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N422UA</td>\n",
+       "      <td>560</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3319</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1354.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N294WN</td>\n",
+       "      <td>226</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N478UA</td>\n",
+       "      <td>636</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241592</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N113UW</td>\n",
+       "      <td>1145</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N326NB</td>\n",
+       "      <td>401</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N537MQ</td>\n",
+       "      <td>3678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241661</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14230</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34455</td>\n",
+       "      <td>1618</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N809JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241703</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16732</td>\n",
+       "      <td>1542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N224WN</td>\n",
+       "      <td>493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241723</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N565UA</td>\n",
+       "      <td>996</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N696MQ</td>\n",
+       "      <td>2949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N513MJ</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37420</td>\n",
+       "      <td>1284</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3400</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>745</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241810</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N453WN</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N28457</td>\n",
+       "      <td>1266</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>375.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>367.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N796SW</td>\n",
+       "      <td>40</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241818</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HSAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N408UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N495UA</td>\n",
+       "      <td>516</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ETAA</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N331NW</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N842UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N15710</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241858</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76522</td>\n",
+       "      <td>1061</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FTAA</td>\n",
+       "      <td>221</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241897</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3476</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>5678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N435UA</td>\n",
+       "      <td>693</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241910</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3733Z</td>\n",
+       "      <td>971</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3341</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12238</td>\n",
+       "      <td>1439</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N775JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241956</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3385</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YFAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76517</td>\n",
+       "      <td>1116</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N985DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23708</td>\n",
+       "      <td>1259</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11165</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N454AA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241994</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11176</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241995</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>3812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>241996</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N514UA</td>\n",
+       "      <td>212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242004</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N537MQ</td>\n",
+       "      <td>3604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N662JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242006</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N477UA</td>\n",
+       "      <td>407</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242015</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>412.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>535.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N547JB</td>\n",
+       "      <td>745</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PSE</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1617</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242128</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>743.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>925.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N153UW</td>\n",
+       "      <td>1013</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>743.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>851.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4179</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>811.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>908.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>5819</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>818.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>928.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N639SW</td>\n",
+       "      <td>1130</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>820.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>922.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N522UA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>935.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1124.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14153</td>\n",
+       "      <td>5965</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AVL</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>583</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242257</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>953.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N662DN</td>\n",
+       "      <td>1429</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1032.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1139.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3709</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1123.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1225.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>518</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1316.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36472</td>\n",
+       "      <td>1643</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>5976</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N633JB</td>\n",
+       "      <td>1129</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1334.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N935XJ</td>\n",
+       "      <td>3319</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N206JB</td>\n",
+       "      <td>316</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18120</td>\n",
+       "      <td>5816</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1357.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14153</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N985DL</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N373JB</td>\n",
+       "      <td>1338</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MVY</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>173</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N731SA</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N827UA</td>\n",
+       "      <td>245</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3313</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>3833</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N6EAMQ</td>\n",
+       "      <td>3199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242643</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N319NB</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18120</td>\n",
+       "      <td>5827</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>OO</td>\n",
+       "      <td>N427SW</td>\n",
+       "      <td>4528</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N468UA</td>\n",
+       "      <td>675</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N574UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3476</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>3385</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N830MQ</td>\n",
+       "      <td>3441</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57855</td>\n",
+       "      <td>1266</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>3805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N102UW</td>\n",
+       "      <td>1531</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242810</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N933XJ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N805JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N763JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N562JB</td>\n",
+       "      <td>1203</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>242827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26215</td>\n",
+       "      <td>1257</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243103</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1056.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N626VA</td>\n",
+       "      <td>407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1139.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N518UA</td>\n",
+       "      <td>642</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1155.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N529VA</td>\n",
+       "      <td>187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243164</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N622VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243182</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1245.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243232</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3319</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14121</td>\n",
+       "      <td>1054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N203FR</td>\n",
+       "      <td>507</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N376NW</td>\n",
+       "      <td>1779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4561</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N195DN</td>\n",
+       "      <td>2280</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N950UW</td>\n",
+       "      <td>2179</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N907WN</td>\n",
+       "      <td>1795</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>3365</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N705TW</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XNAA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243541</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>393.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N554UA</td>\n",
+       "      <td>580</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N589UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N552JB</td>\n",
+       "      <td>803</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243555</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BPAA</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N149AT</td>\n",
+       "      <td>771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N525UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N721TW</td>\n",
+       "      <td>1543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N384AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N587AA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243622</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N836VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38446</td>\n",
+       "      <td>1738</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N387DA</td>\n",
+       "      <td>73</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N505UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>358.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N794JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243636</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N506JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N706TW</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N933XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243661</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243662</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N364NW</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243687</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N722US</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N905DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N553UA</td>\n",
+       "      <td>255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N667DN</td>\n",
+       "      <td>841</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243707</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N648JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N607JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N5PBMQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243718</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76265</td>\n",
+       "      <td>1682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8475B</td>\n",
+       "      <td>3615</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N402WN</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N637VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3768</td>\n",
+       "      <td>1629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N552UA</td>\n",
+       "      <td>226</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N563JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N565UA</td>\n",
+       "      <td>453</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3758Y</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N539UA</td>\n",
+       "      <td>388</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N642VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N554JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N546AA</td>\n",
+       "      <td>363</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N708JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N478AA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16178</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N368NB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N640JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N641VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243757</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N809UA</td>\n",
+       "      <td>994</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N294JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243765</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>457.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N552JB</td>\n",
+       "      <td>745</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PSE</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1617</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>409.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>504.0</td>\n",
+       "      <td>432.0</td>\n",
+       "      <td>444.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N727TW</td>\n",
+       "      <td>1543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>756.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>937.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12157</td>\n",
+       "      <td>4422</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243993</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>852.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1148.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>683</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>857.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N629VA</td>\n",
+       "      <td>183</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244021</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>918.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1147.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N612DL</td>\n",
+       "      <td>1547</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>935.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>4419</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244039</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>940.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1111.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ACK</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244065</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1011.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1123.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>4420</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244071</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1016.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1324.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N842VA</td>\n",
+       "      <td>161</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1046.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76503</td>\n",
+       "      <td>1477</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1106.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N518UA</td>\n",
+       "      <td>642</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244118</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1115.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N539UA</td>\n",
+       "      <td>769</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N491UA</td>\n",
+       "      <td>550</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26208</td>\n",
+       "      <td>1150</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>358.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244159</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1159.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N526VA</td>\n",
+       "      <td>187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>359.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244172</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1227.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N829UA</td>\n",
+       "      <td>544</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1243.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>362.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244209</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N624AG</td>\n",
+       "      <td>1006</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>208</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244228</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N477WN</td>\n",
+       "      <td>226</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N19136</td>\n",
+       "      <td>1186</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244279</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N639VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>362.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33103</td>\n",
+       "      <td>1054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N476WN</td>\n",
+       "      <td>546</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>213</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N703JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N694DL</td>\n",
+       "      <td>2247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N698MQ</td>\n",
+       "      <td>2815</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N294JB</td>\n",
+       "      <td>477</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N983DL</td>\n",
+       "      <td>1902</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N321NB</td>\n",
+       "      <td>127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N470UA</td>\n",
+       "      <td>215</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N339NB</td>\n",
+       "      <td>1164</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N965DL</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N406UA</td>\n",
+       "      <td>253</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N376NW</td>\n",
+       "      <td>1935</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N533UA</td>\n",
+       "      <td>651</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N349NB</td>\n",
+       "      <td>1705</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N761RR</td>\n",
+       "      <td>216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>5682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N477UA</td>\n",
+       "      <td>488</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4430</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>378.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>474.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N345NB</td>\n",
+       "      <td>1903</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8444F</td>\n",
+       "      <td>3793</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N706TW</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N905MQ</td>\n",
+       "      <td>2793</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N834AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8696C</td>\n",
+       "      <td>4275</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244394</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244395</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N524MQ</td>\n",
+       "      <td>3199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N825AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8475B</td>\n",
+       "      <td>4280</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JWAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N508UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N526UA</td>\n",
+       "      <td>534</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N913DL</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WMAA</td>\n",
+       "      <td>1507</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>5818</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8577D</td>\n",
+       "      <td>3719</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14214</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N825UA</td>\n",
+       "      <td>203</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>1883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N770UW</td>\n",
+       "      <td>1899</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N901WN</td>\n",
+       "      <td>493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N812UA</td>\n",
+       "      <td>435</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N382DA</td>\n",
+       "      <td>1394</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JJAA</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>4175</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N661JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N319NB</td>\n",
+       "      <td>1473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N571UA</td>\n",
+       "      <td>392</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N649AW</td>\n",
+       "      <td>681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N502MJ</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244442</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N927DA</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FJAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HJAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N370NW</td>\n",
+       "      <td>2383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>367.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>370.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17146</td>\n",
+       "      <td>6054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8554A</td>\n",
+       "      <td>3788</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12166</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>803</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17126</td>\n",
+       "      <td>1600</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N729JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244465</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N509UA</td>\n",
+       "      <td>509</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N724MQ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244472</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N391DA</td>\n",
+       "      <td>73</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N469UA</td>\n",
+       "      <td>807</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N339AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244476</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13718</td>\n",
+       "      <td>1542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N754UW</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>389.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N902DE</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244482</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JVAA</td>\n",
+       "      <td>1901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N620SW</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37422</td>\n",
+       "      <td>1593</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N769US</td>\n",
+       "      <td>2183</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N440UA</td>\n",
+       "      <td>525</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N922DL</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N659DL</td>\n",
+       "      <td>451</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244490</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N361NW</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13903</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37281</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N636MQ</td>\n",
+       "      <td>3075</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N583AA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N689MQ</td>\n",
+       "      <td>2949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>263</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244504</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N562JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N184US</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N196DN</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>167</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16713</td>\n",
+       "      <td>1177</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38257</td>\n",
+       "      <td>1141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N365AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>5678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244516</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N709EV</td>\n",
+       "      <td>4878</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N569UA</td>\n",
+       "      <td>212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N473AA</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N852VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57857</td>\n",
+       "      <td>1165</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N315US</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244524</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FUAA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37290</td>\n",
+       "      <td>1444</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N365NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N205FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7732A</td>\n",
+       "      <td>262</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N539MQ</td>\n",
+       "      <td>3622</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N807UA</td>\n",
+       "      <td>390</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N666DN</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3743H</td>\n",
+       "      <td>971</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N543MQ</td>\n",
+       "      <td>3694</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N505UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>373.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244541</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N509AY</td>\n",
+       "      <td>17</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N355NW</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N809JB</td>\n",
+       "      <td>669</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJC</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N994DL</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27724</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244548</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N282WN</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N941DL</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N525UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>367.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244552</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N320AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FCAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N553UW</td>\n",
+       "      <td>297</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37413</td>\n",
+       "      <td>1292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35204</td>\n",
+       "      <td>1439</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N824UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>3486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N749US</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N426UA</td>\n",
+       "      <td>708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244564</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N374NW</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33292</td>\n",
+       "      <td>1532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244566</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N690DL</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N336NB</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N443UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N903DE</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N741EV</td>\n",
+       "      <td>4969</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>3847</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14568</td>\n",
+       "      <td>4480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>135</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N337AT</td>\n",
+       "      <td>771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N638JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N657JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244577</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N366NW</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244579</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N631VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244580</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244582</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N918DE</td>\n",
+       "      <td>975</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N754EV</td>\n",
+       "      <td>5254</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N915WN</td>\n",
+       "      <td>542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244585</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N937DL</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>3829</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N479UA</td>\n",
+       "      <td>299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244589</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>686</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N709TW</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244592</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N534JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N937AT</td>\n",
+       "      <td>778</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244594</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N719EV</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ARAA</td>\n",
+       "      <td>361</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14188</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N547JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>381.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N325US</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244603</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11150</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N377DA</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N339NB</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17128</td>\n",
+       "      <td>1175</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244608</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N947UW</td>\n",
+       "      <td>2140</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>3812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244611</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N791SW</td>\n",
+       "      <td>579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N395DN</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N627VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N493UA</td>\n",
+       "      <td>675</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>1083</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244622</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N405UA</td>\n",
+       "      <td>693</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244623</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N585UA</td>\n",
+       "      <td>311</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77296</td>\n",
+       "      <td>1224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37434</td>\n",
+       "      <td>1244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244626</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N338AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>623</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N476UA</td>\n",
+       "      <td>430</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N219WN</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N607JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244744</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>486</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>2002</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N507JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>409.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N563JB</td>\n",
+       "      <td>1203</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>431.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N665JB</td>\n",
+       "      <td>1503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N552JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>718</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>519.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N635JB</td>\n",
+       "      <td>839</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>723.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1005.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>601</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>807.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1023.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>822.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>955.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13979</td>\n",
+       "      <td>4522</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>824.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1021.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4246</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>842.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1111.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8631E</td>\n",
+       "      <td>3879</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>244998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>926.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245000</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>927.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1122.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8710A</td>\n",
+       "      <td>4248</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>929.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1043.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N767SW</td>\n",
+       "      <td>3841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245003</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>934.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N327NB</td>\n",
+       "      <td>1157</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245010</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>1783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245035</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1018.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1208.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>4486</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245045</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1031.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N138EV</td>\n",
+       "      <td>5172</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245051</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1038.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37298</td>\n",
+       "      <td>1060</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245057</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1042.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1148.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>586</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245058</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1044.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N719EV</td>\n",
+       "      <td>5109</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245060</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1045.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1259.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245061</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1049.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N507JB</td>\n",
+       "      <td>223</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1059.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N844VA</td>\n",
+       "      <td>161</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1103.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1209.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8923A</td>\n",
+       "      <td>3608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245084</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N843VA</td>\n",
+       "      <td>251</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1129.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>483</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N819UA</td>\n",
+       "      <td>252</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245089</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N502UA</td>\n",
+       "      <td>642</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245096</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1139.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>3689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245122</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1158.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245133</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1208.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N660DL</td>\n",
+       "      <td>1647</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1209.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N843UA</td>\n",
+       "      <td>544</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1209.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4087</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245146</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N530MQ</td>\n",
+       "      <td>3718</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1246.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N522VA</td>\n",
+       "      <td>187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N518UA</td>\n",
+       "      <td>580</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245175</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N390AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N425LV</td>\n",
+       "      <td>114</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N761RR</td>\n",
+       "      <td>654</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245188</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38454</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245194</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N993DL</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N628VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245210</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>4302</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245222</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>5968</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245229</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>5796</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245230</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21197</td>\n",
+       "      <td>4552</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>376.0</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>372.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8458A</td>\n",
+       "      <td>3611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N355NW</td>\n",
+       "      <td>1875</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1501.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N761ND</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N406UA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N794JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37281</td>\n",
+       "      <td>1004</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>4949</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13202</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N32404</td>\n",
+       "      <td>1222</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>420.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>424.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76515</td>\n",
+       "      <td>1543</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>5599</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N502AA</td>\n",
+       "      <td>883</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8516C</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>477</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245360</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N621JB</td>\n",
+       "      <td>325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N709TW</td>\n",
+       "      <td>1565</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N382AA</td>\n",
+       "      <td>1769</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14198</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N790SW</td>\n",
+       "      <td>216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245382</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N951UW</td>\n",
+       "      <td>1607</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>96</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N79402</td>\n",
+       "      <td>1151</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7746C</td>\n",
+       "      <td>262</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12136</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3341</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N934DL</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77510</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N509MQ</td>\n",
+       "      <td>3694</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8416B</td>\n",
+       "      <td>3793</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17185</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3758Y</td>\n",
+       "      <td>706</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N304DQ</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N365AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N832UA</td>\n",
+       "      <td>643</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87507</td>\n",
+       "      <td>1110</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245442</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>5682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8409N</td>\n",
+       "      <td>3788</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3398</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N534UW</td>\n",
+       "      <td>17</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N338AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N398DA</td>\n",
+       "      <td>1394</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8495B</td>\n",
+       "      <td>4280</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N675MQ</td>\n",
+       "      <td>2949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N722TW</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N294JB</td>\n",
+       "      <td>408</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245465</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N363NW</td>\n",
+       "      <td>479</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245466</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N715JB</td>\n",
+       "      <td>543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GCAA</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N635JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FPAA</td>\n",
+       "      <td>221</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XJAA</td>\n",
+       "      <td>1507</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N54241</td>\n",
+       "      <td>1466</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HGAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BUAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GBAA</td>\n",
+       "      <td>1901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245490</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N662AW</td>\n",
+       "      <td>449</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24715</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>3839</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N354NB</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38451</td>\n",
+       "      <td>1424</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N409UA</td>\n",
+       "      <td>589</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N361VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ADAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N766SW</td>\n",
+       "      <td>625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N184US</td>\n",
+       "      <td>1973</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>3847</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21197</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>1013</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35204</td>\n",
+       "      <td>1165</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N600MQ</td>\n",
+       "      <td>3216</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N754UW</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N729SW</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N994DL</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13202</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14902</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N383DN</td>\n",
+       "      <td>73</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N387DA</td>\n",
+       "      <td>1773</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N388DA</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N931MQ</td>\n",
+       "      <td>3044</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12221</td>\n",
+       "      <td>1218</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N709SW</td>\n",
+       "      <td>542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245557</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N958UW</td>\n",
+       "      <td>2138</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N413UA</td>\n",
+       "      <td>708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245559</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N746UW</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>5678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N760US</td>\n",
+       "      <td>2183</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245566</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N925AT</td>\n",
+       "      <td>778</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39416</td>\n",
+       "      <td>1667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N321NB</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N349NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N138EV</td>\n",
+       "      <td>5092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245577</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N320AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>4480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245582</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N327NB</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N720MQ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N768US</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>3573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>4431</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3756</td>\n",
+       "      <td>971</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245592</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N186PQ</td>\n",
+       "      <td>5550</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8683B</td>\n",
+       "      <td>3615</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245594</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12201</td>\n",
+       "      <td>4225</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3385</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N972DL</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3383</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N585UA</td>\n",
+       "      <td>212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N176UW</td>\n",
+       "      <td>1531</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245603</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N556UW</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NW</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21130</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N812UA</td>\n",
+       "      <td>646</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245616</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3380</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N342NW</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N796JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245622</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N79521</td>\n",
+       "      <td>1116</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N354AT</td>\n",
+       "      <td>771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>1202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245626</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N944DL</td>\n",
+       "      <td>1247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N993DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76528</td>\n",
+       "      <td>1532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>359.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GEAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37471</td>\n",
+       "      <td>1266</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>3812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13718</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N404WN</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N660DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N635VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245639</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N380DA</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78506</td>\n",
+       "      <td>1460</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N557UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245642</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N533UA</td>\n",
+       "      <td>493</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245643</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N192DN</td>\n",
+       "      <td>2363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76269</td>\n",
+       "      <td>1280</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N902DE</td>\n",
+       "      <td>975</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N920DE</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N825UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245648</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>3829</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N625JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N446UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N721MQ</td>\n",
+       "      <td>3486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12172</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8794B</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N470AA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N81449</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DHAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245659</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>3832</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245661</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37273</td>\n",
+       "      <td>1682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245662</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17169</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245663</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12167</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N355NW</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245666</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3731T</td>\n",
+       "      <td>2065</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245667</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>3384</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245669</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245670</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N632VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N761RR</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N485UA</td>\n",
+       "      <td>693</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N794JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8964E</td>\n",
+       "      <td>4287</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245677</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N954AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N844UA</td>\n",
+       "      <td>350</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3734B</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N294JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>4141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N481AA</td>\n",
+       "      <td>363</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N746JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245685</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N629VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245686</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N646JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245687</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N720WN</td>\n",
+       "      <td>579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245688</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N910XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245690</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245691</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245692</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N983DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>435.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N775JB</td>\n",
+       "      <td>1203</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>3660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>509.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N607JB</td>\n",
+       "      <td>1503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>401.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34222</td>\n",
+       "      <td>1629</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245744</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>519.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>839</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>718.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1058.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>1403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>753.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1037.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>453</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>812.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1108.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38403</td>\n",
+       "      <td>1665</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>831.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>940.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>2180</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>856.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1021.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>3854</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>245992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>931.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>3824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246002</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>945.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N777QC</td>\n",
+       "      <td>3841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246004</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>947.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N183UW</td>\n",
+       "      <td>1831</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246009</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>953.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1130.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N425UA</td>\n",
+       "      <td>635</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246019</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1001.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1130.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N28457</td>\n",
+       "      <td>1209</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246025</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1010.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N464UA</td>\n",
+       "      <td>775</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1020.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1043.0</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N133EV</td>\n",
+       "      <td>5559</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246049</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1045.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YEAA</td>\n",
+       "      <td>313</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1059.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N215WN</td>\n",
+       "      <td>1098</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1104.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75428</td>\n",
+       "      <td>1216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246077</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1117.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1225.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3427</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246078</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1118.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1306.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N237WN</td>\n",
+       "      <td>2431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1225.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>4187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76504</td>\n",
+       "      <td>1150</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246113</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1158.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76526</td>\n",
+       "      <td>1477</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1202.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N461UA</td>\n",
+       "      <td>468</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246122</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N528VA</td>\n",
+       "      <td>187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246123</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1208.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>53</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246124</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NB</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246126</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N324AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N584UA</td>\n",
+       "      <td>769</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1218.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N808UA</td>\n",
+       "      <td>430</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N567UA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246133</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1227.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N840VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1251.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N525AA</td>\n",
+       "      <td>325</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246172</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1313.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N948WN</td>\n",
+       "      <td>114</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>1431.0</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>3709</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1318.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>580</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23707</td>\n",
+       "      <td>1474</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246194</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N552JB</td>\n",
+       "      <td>1129</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1341.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N418UA</td>\n",
+       "      <td>255</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>3611</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N119US</td>\n",
+       "      <td>931</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246217</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N819UA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246219</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N598AA</td>\n",
+       "      <td>327</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N515MQ</td>\n",
+       "      <td>3718</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N568JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N332NB</td>\n",
+       "      <td>2043</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76516</td>\n",
+       "      <td>1004</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>118</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14242</td>\n",
+       "      <td>1164</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>3588</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N505JB</td>\n",
+       "      <td>325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>3669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14902</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14568</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>799</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N519AA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14214</td>\n",
+       "      <td>1108</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27239</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37462</td>\n",
+       "      <td>1196</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N302NB</td>\n",
+       "      <td>1164</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246371</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8932C</td>\n",
+       "      <td>3719</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N244WN</td>\n",
+       "      <td>262</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246378</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14162</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246382</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8946A</td>\n",
+       "      <td>3793</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>541</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246386</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N429UA</td>\n",
+       "      <td>541</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16713</td>\n",
+       "      <td>1542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14237</td>\n",
+       "      <td>1638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33294</td>\n",
+       "      <td>1243</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N501MJ</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11164</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N384AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36207</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N592AA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76505</td>\n",
+       "      <td>1110</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4431</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N662JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N641MQ</td>\n",
+       "      <td>3216</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246465</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N452WN</td>\n",
+       "      <td>2261</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246466</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N585JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AJAA</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N622VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>5678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>1119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N455WN</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N657AW</td>\n",
+       "      <td>449</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>3694</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N712TW</td>\n",
+       "      <td>841</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N227WN</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N846VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N903WN</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N266WN</td>\n",
+       "      <td>625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76526</td>\n",
+       "      <td>1712</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N505UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246548</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N506MQ</td>\n",
+       "      <td>3134</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246557</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BRAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246564</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N847UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N453UA</td>\n",
+       "      <td>693</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3767</td>\n",
+       "      <td>1629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N558UA</td>\n",
+       "      <td>509</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N428UA</td>\n",
+       "      <td>525</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N809JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N323AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246579</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7746C</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246580</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N530VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246582</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N605QX</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N522UA</td>\n",
+       "      <td>755</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246594</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EFAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26210</td>\n",
+       "      <td>1061</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16112</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37465</td>\n",
+       "      <td>1666</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N232PQ</td>\n",
+       "      <td>5550</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75428</td>\n",
+       "      <td>1172</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246608</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N819UA</td>\n",
+       "      <td>407</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11193</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N302NB</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14105</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N989DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17229</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N327NW</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N639VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33714</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246622</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N760US</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N552JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N604QX</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37434</td>\n",
+       "      <td>1025</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N906AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246636</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N407WN</td>\n",
+       "      <td>579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>3829</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3385</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N834UA</td>\n",
+       "      <td>350</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8946A</td>\n",
+       "      <td>4287</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246642</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>686</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246643</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N849VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N729JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N502UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38446</td>\n",
+       "      <td>1139</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>5254</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N30401</td>\n",
+       "      <td>1269</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3744F</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10156</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>135</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78501</td>\n",
+       "      <td>1703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3380</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246661</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N529JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246663</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N834AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246666</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N309US</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246669</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N31412</td>\n",
+       "      <td>1682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246670</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N745VJ</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N639JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>4141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N172DN</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246677</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>4276</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35407</td>\n",
+       "      <td>1615</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14242</td>\n",
+       "      <td>1532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N440LV</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246685</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N11206</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246686</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246687</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N703JB</td>\n",
+       "      <td>623</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246688</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73275</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246732</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N643JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39728</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>718</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>426.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>383.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N970DL</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N582AA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>486</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246744</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>416.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17244</td>\n",
+       "      <td>1532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>400.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76504</td>\n",
+       "      <td>1224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>408.0</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>385.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N563UW</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N257WN</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>448.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>2002</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>421.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>550.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>1503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>413.0</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N941DL</td>\n",
+       "      <td>1247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>381.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>554.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N662JB</td>\n",
+       "      <td>839</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>615.0</td>\n",
+       "      <td>790.0</td>\n",
+       "      <td>853.0</td>\n",
+       "      <td>769.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N372DA</td>\n",
+       "      <td>503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246883</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>732.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>854.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N537MQ</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>732.0</td>\n",
+       "      <td>787.0</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>780.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N335NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>745.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>942.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14162</td>\n",
+       "      <td>4372</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>246911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>753.0</td>\n",
+       "      <td>803.0</td>\n",
+       "      <td>937.0</td>\n",
+       "      <td>802.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N571AA</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247010</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>920.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1024.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3355</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247015</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>925.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1028.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ACK</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247040</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>959.0</td>\n",
+       "      <td>899.0</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>850.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3762Y</td>\n",
+       "      <td>2007</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1013.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N604QX</td>\n",
+       "      <td>5109</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1341.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4495</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247117</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1144.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1239.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>1634</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247120</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1149.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N639AA</td>\n",
+       "      <td>731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247137</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1158.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N977AT</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247140</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27722</td>\n",
+       "      <td>1166</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247144</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1205.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N844VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N521VA</td>\n",
+       "      <td>187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247155</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1230.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N811MQ</td>\n",
+       "      <td>3281</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247156</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1230.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>3718</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247157</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1354.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>34</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N373JB</td>\n",
+       "      <td>208</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1319.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>580</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247204</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1324.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XRAA</td>\n",
+       "      <td>743</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14250</td>\n",
+       "      <td>1164</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247213</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34222</td>\n",
+       "      <td>1037</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247230</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17108</td>\n",
+       "      <td>4129</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N627JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247240</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>5797</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>4552</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247267</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N524JB</td>\n",
+       "      <td>41</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N264LV</td>\n",
+       "      <td>2261</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>5968</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11121</td>\n",
+       "      <td>3852</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N306DQ</td>\n",
+       "      <td>673</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26208</td>\n",
+       "      <td>1558</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>4175</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N648MQ</td>\n",
+       "      <td>3231</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14543</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247354</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N475UA</td>\n",
+       "      <td>294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247371</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21130</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N563JB</td>\n",
+       "      <td>301</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N570JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>3532</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247378</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N391DA</td>\n",
+       "      <td>31</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N15712</td>\n",
+       "      <td>1542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>581</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N303DQ</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CPAA</td>\n",
+       "      <td>1750</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247411</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N519LR</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33289</td>\n",
+       "      <td>1638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N435WN</td>\n",
+       "      <td>262</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N294JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N602AW</td>\n",
+       "      <td>681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N535JB</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N838VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>363.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14902</td>\n",
+       "      <td>3853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5DWAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CDAA</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N146PQ</td>\n",
+       "      <td>5615</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N977AT</td>\n",
+       "      <td>349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247463</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NW</td>\n",
+       "      <td>479</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N567UA</td>\n",
+       "      <td>996</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N758US</td>\n",
+       "      <td>1899</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247481</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14153</td>\n",
+       "      <td>3847</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247482</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27239</td>\n",
+       "      <td>1242</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>5818</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EKAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N655JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N558UW</td>\n",
+       "      <td>1531</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N237WN</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3743H</td>\n",
+       "      <td>73</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N344AT</td>\n",
+       "      <td>771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N839VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>386.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N310NW</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N271LV</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>400.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N195DN</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N760US</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N392DA</td>\n",
+       "      <td>1394</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>86</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N406UA</td>\n",
+       "      <td>743</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N353NB</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N553AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N344NB</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N345NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N0EGMQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73406</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3310</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N941MQ</td>\n",
+       "      <td>3044</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11109</td>\n",
+       "      <td>4225</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76505</td>\n",
+       "      <td>1248</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N639JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247552</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N571JB</td>\n",
+       "      <td>669</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJC</td>\n",
+       "      <td>362.0</td>\n",
+       "      <td>2569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N787SA</td>\n",
+       "      <td>625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37274</td>\n",
+       "      <td>1259</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247557</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JVAA</td>\n",
+       "      <td>1901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77525</td>\n",
+       "      <td>1703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JHAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N793JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N960WN</td>\n",
+       "      <td>542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247564</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247566</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3476</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>509</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>71</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N958UW</td>\n",
+       "      <td>2142</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N715JB</td>\n",
+       "      <td>135</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247579</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37273</td>\n",
+       "      <td>1682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247580</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N635JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N323NB</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247582</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N267WN</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N518UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247585</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N807JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N465UA</td>\n",
+       "      <td>350</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N475UA</td>\n",
+       "      <td>675</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247589</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13969</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N199DN</td>\n",
+       "      <td>2363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247592</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N351NB</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247594</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N849UA</td>\n",
+       "      <td>435</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N959AT</td>\n",
+       "      <td>778</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N540UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EYAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N451UA</td>\n",
+       "      <td>234</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N796JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N534MQ</td>\n",
+       "      <td>3134</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N484WN</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247603</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11107</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N622VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>436.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>431.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>5682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247608</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N721MQ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N373DA</td>\n",
+       "      <td>2065</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N933LR</td>\n",
+       "      <td>2751</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247611</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N324AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N658JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N342NB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N811MQ</td>\n",
+       "      <td>3486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N624VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247616</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N438UA</td>\n",
+       "      <td>261</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21154</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N566JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>419.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>387.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11191</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N542UW</td>\n",
+       "      <td>297</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247622</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>518.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N503JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247623</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N627JB</td>\n",
+       "      <td>623</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N588JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247626</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>405.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>390.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N829UA</td>\n",
+       "      <td>594</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N722TW</td>\n",
+       "      <td>1643</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N851UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>414.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247726</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N376DA</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N935WN</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3385</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N504JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N531JB</td>\n",
+       "      <td>623</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247732</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N638JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N482WN</td>\n",
+       "      <td>579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N639JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N452UA</td>\n",
+       "      <td>407</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>398.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N663DN</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>2002</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N635JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N583JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76288</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>382.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>363.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N963WN</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>419.0</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N912DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247744</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>396.0</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>502.0</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>490.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NB</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>458.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>1503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>500.0</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>485.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N543UW</td>\n",
+       "      <td>1531</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>407.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N809JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>359.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N913DE</td>\n",
+       "      <td>1247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>410.0</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>386.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N550NW</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>454.0</td>\n",
+       "      <td>405.0</td>\n",
+       "      <td>434.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N322NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>430.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N562JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>435.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78285</td>\n",
+       "      <td>1665</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>652.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N568JB</td>\n",
+       "      <td>745</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PSE</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1617</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>720.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>822.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>3806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>835.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N516JB</td>\n",
+       "      <td>525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>837.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1112.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78285</td>\n",
+       "      <td>1144</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>838.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N809JB</td>\n",
+       "      <td>683</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>839.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1002.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N585JB</td>\n",
+       "      <td>905</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>847.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1129.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>163</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1041</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247980</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>914.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1223.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N320AA</td>\n",
+       "      <td>33</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247985</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>925.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1035.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37408</td>\n",
+       "      <td>1492</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>247988</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>928.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1037.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N539MQ</td>\n",
+       "      <td>3355</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1003.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1203.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8501F</td>\n",
+       "      <td>4248</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248025</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1015.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1314.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1019.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N195UW</td>\n",
+       "      <td>1101</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1022.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12201</td>\n",
+       "      <td>4419</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248031</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1023.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3427</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1026.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N194UW</td>\n",
+       "      <td>1831</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248046</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1041.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N340NB</td>\n",
+       "      <td>1057</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1044.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14153</td>\n",
+       "      <td>4380</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248069</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1349.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N568JB</td>\n",
+       "      <td>223</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248076</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1115.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248089</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N712JB</td>\n",
+       "      <td>925</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248091</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1137.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N662JB</td>\n",
+       "      <td>411</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248098</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1148.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1155.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N549UW</td>\n",
+       "      <td>196</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248121</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N625VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248124</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1207.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N118US</td>\n",
+       "      <td>1501</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248126</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N530VA</td>\n",
+       "      <td>187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N519JB</td>\n",
+       "      <td>53</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248133</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1230.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XLAA</td>\n",
+       "      <td>325</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1259.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248163</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N554UA</td>\n",
+       "      <td>580</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N722TW</td>\n",
+       "      <td>863</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YGAA</td>\n",
+       "      <td>329</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248177</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12126</td>\n",
+       "      <td>4709</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N521MQ</td>\n",
+       "      <td>3658</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14972</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N41140</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248217</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37253</td>\n",
+       "      <td>1037</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4552</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N214WN</td>\n",
+       "      <td>2261</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N323AA</td>\n",
+       "      <td>117</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248279</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N501MQ</td>\n",
+       "      <td>3305</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N809JB</td>\n",
+       "      <td>1883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N604QX</td>\n",
+       "      <td>4978</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78285</td>\n",
+       "      <td>1122</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N319NB</td>\n",
+       "      <td>127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N698MQ</td>\n",
+       "      <td>2815</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N914DE</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N591JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N924DL</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N331NB</td>\n",
+       "      <td>1164</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N931DL</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N679MQ</td>\n",
+       "      <td>3202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N817UA</td>\n",
+       "      <td>439</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N385DN</td>\n",
+       "      <td>2280</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16217</td>\n",
+       "      <td>1558</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248354</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N725UW</td>\n",
+       "      <td>1899</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N468UA</td>\n",
+       "      <td>824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76522</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16178</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248371</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BAAA</td>\n",
+       "      <td>1750</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N996DL</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3341</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248378</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N720MQ</td>\n",
+       "      <td>3532</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78501</td>\n",
+       "      <td>1638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N330NW</td>\n",
+       "      <td>1935</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NB</td>\n",
+       "      <td>402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N506JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N353NB</td>\n",
+       "      <td>1231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N735MQ</td>\n",
+       "      <td>3556</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N507JB</td>\n",
+       "      <td>89</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N953UW</td>\n",
+       "      <td>1607</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>96</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>4878</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N567UA</td>\n",
+       "      <td>509</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248410</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N739GB</td>\n",
+       "      <td>2625</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N624VA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N760US</td>\n",
+       "      <td>2179</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N533UA</td>\n",
+       "      <td>996</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N466UA</td>\n",
+       "      <td>207</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N545AA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N840UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76515</td>\n",
+       "      <td>1740</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N724MQ</td>\n",
+       "      <td>3411</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76505</td>\n",
+       "      <td>1141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N417UA</td>\n",
+       "      <td>516</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GKAA</td>\n",
+       "      <td>1901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N853VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>358.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N663MQ</td>\n",
+       "      <td>3216</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N347NW</td>\n",
+       "      <td>479</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N373JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>408</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>376.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>401.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21130</td>\n",
+       "      <td>5797</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N372DA</td>\n",
+       "      <td>1394</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>3402</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TVC</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>655</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N784JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>368.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8515F</td>\n",
+       "      <td>3932</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N760JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N705TW</td>\n",
+       "      <td>1543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N723EV</td>\n",
+       "      <td>5599</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GGAA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248471</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N455UA</td>\n",
+       "      <td>675</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248472</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11121</td>\n",
+       "      <td>4532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N349NW</td>\n",
+       "      <td>2383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N375NC</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N834AY</td>\n",
+       "      <td>3788</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248481</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73276</td>\n",
+       "      <td>1061</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248482</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N630VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N709TW</td>\n",
+       "      <td>1643</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N971DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N431UA</td>\n",
+       "      <td>525</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N339AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>358.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14230</td>\n",
+       "      <td>1664</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N310NW</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N855UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>1013</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N346NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37252</td>\n",
+       "      <td>1637</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N525AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N754SW</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248504</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N227WN</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N499WN</td>\n",
+       "      <td>542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N359NW</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N827MQ</td>\n",
+       "      <td>3365</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JAAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N767SW</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N371DA</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N324AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N523VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248516</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N673DL</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>1202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N653JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11193</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248524</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N412UA</td>\n",
+       "      <td>693</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N329NW</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73445</td>\n",
+       "      <td>1532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>3853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N331NB</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248533</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N629VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N932WN</td>\n",
+       "      <td>625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12221</td>\n",
+       "      <td>1703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N942AT</td>\n",
+       "      <td>778</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>135</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37466</td>\n",
+       "      <td>1292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N716EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HTAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248541</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N920DE</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17108</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N447UA</td>\n",
+       "      <td>725</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77258</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N822UA</td>\n",
+       "      <td>417</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248548</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77261</td>\n",
+       "      <td>1555</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N378NW</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>5395</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TVC</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>655</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N412WN</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248552</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>3604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N468UA</td>\n",
+       "      <td>318</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16703</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248555</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24224</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248557</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N847UA</td>\n",
+       "      <td>751</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248559</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N824UA</td>\n",
+       "      <td>994</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21154</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N31412</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N753US</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N519JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248566</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N474UA</td>\n",
+       "      <td>291</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3758Y</td>\n",
+       "      <td>971</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N965DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N190DN</td>\n",
+       "      <td>2363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N958DL</td>\n",
+       "      <td>975</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35260</td>\n",
+       "      <td>1682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11107</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248577</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>686</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248579</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N640JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248580</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248582</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N779JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N397DA</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37471</td>\n",
+       "      <td>1244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248585</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N320AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248589</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N603JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N645JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N715JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248592</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77431</td>\n",
+       "      <td>1667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36272</td>\n",
+       "      <td>1241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248594</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N631VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N721MQ</td>\n",
+       "      <td>3573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>718</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248721</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N554JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N358JB</td>\n",
+       "      <td>486</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>445.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N588JB</td>\n",
+       "      <td>839</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>455.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N552JB</td>\n",
+       "      <td>1503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248843</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>756.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>929.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N571JB</td>\n",
+       "      <td>905</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248877</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>828.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1130.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>843.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1033.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N459WN</td>\n",
+       "      <td>1312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248891</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>849.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1138.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N839VA</td>\n",
+       "      <td>183</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248913</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>904.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1025.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N327NB</td>\n",
+       "      <td>2119</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>913.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1030.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>4533</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>915.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1014.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14543</td>\n",
+       "      <td>5963</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>917.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1051.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N800MQ</td>\n",
+       "      <td>3370</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248943</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>950.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N563UA</td>\n",
+       "      <td>421</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1006.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1158.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N167US</td>\n",
+       "      <td>1733</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248963</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1009.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N342NB</td>\n",
+       "      <td>1057</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248981</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1031.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1145.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4420</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248982</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1034.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N31412</td>\n",
+       "      <td>1684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>248985</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1043.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N355NW</td>\n",
+       "      <td>1747</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249008</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11121</td>\n",
+       "      <td>4322</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249015</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N760US</td>\n",
+       "      <td>1277</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1153.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>1291</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ACK</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249031</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1157.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1354.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14543</td>\n",
+       "      <td>4445</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1202.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39423</td>\n",
+       "      <td>1166</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249040</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1203.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1414.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N524UW</td>\n",
+       "      <td>196</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249047</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1216.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N662JB</td>\n",
+       "      <td>1129</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249051</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1220.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N715JB</td>\n",
+       "      <td>925</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249052</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14972</td>\n",
+       "      <td>4140</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249063</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1245.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1524.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N709TW</td>\n",
+       "      <td>1543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249071</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1249.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11140</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249094</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>5816</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1534.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>5677</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249121</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CAAA</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26215</td>\n",
+       "      <td>1700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249137</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1431.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N522AA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>3340</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249187</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N537JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N920DL</td>\n",
+       "      <td>1902</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>477</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249222</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4111</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N369NB</td>\n",
+       "      <td>127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>581</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N396AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N915AT</td>\n",
+       "      <td>318</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WLAA</td>\n",
+       "      <td>2223</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>213</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WJAA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N25705</td>\n",
+       "      <td>1593</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4522</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N625JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N703SW</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14231</td>\n",
+       "      <td>1695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N807JB</td>\n",
+       "      <td>283</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N588JB</td>\n",
+       "      <td>1801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N784JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N716EV</td>\n",
+       "      <td>4949</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N342NB</td>\n",
+       "      <td>1705</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249354</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3310</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>5827</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N996DL</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4121</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N439UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3400</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>745</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N591JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3341</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N378DA</td>\n",
+       "      <td>245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76522</td>\n",
+       "      <td>1025</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>1202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3731T</td>\n",
+       "      <td>1629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N449UA</td>\n",
+       "      <td>736</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N923XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249465</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3380</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249466</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N390DA</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38473</td>\n",
+       "      <td>1292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249476</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12136</td>\n",
+       "      <td>3805</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249481</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N32404</td>\n",
+       "      <td>1243</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3385</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N568JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N566JB</td>\n",
+       "      <td>135</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N519JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N547JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>1203</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249533</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>718</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N927WN</td>\n",
+       "      <td>579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>2002</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N307JB</td>\n",
+       "      <td>486</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>451.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N633JB</td>\n",
+       "      <td>1503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>422.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N809JB</td>\n",
+       "      <td>623</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>545.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N775JB</td>\n",
+       "      <td>839</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>802.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HXAA</td>\n",
+       "      <td>1895</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249718</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>853.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1056.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N513UA</td>\n",
+       "      <td>311</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249814</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1054.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3521</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1139.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1327.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21130</td>\n",
+       "      <td>5806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4696</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1313.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N325US</td>\n",
+       "      <td>1875</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14972</td>\n",
+       "      <td>5796</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4628</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249963</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249975</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N819AY</td>\n",
+       "      <td>3760</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249982</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N961UW</td>\n",
+       "      <td>1279</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>96</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>249986</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>4398</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250003</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34137</td>\n",
+       "      <td>1054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250012</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N653JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250015</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7739A</td>\n",
+       "      <td>546</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>3669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250043</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N21723</td>\n",
+       "      <td>1618</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250044</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N811MQ</td>\n",
+       "      <td>3391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250047</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N723TW</td>\n",
+       "      <td>1565</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250050</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N556WN</td>\n",
+       "      <td>216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250056</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>5813</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250057</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N557UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>374.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13716</td>\n",
+       "      <td>1542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250064</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39450</td>\n",
+       "      <td>1492</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250065</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5091</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250073</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N377AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250078</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N694MQ</td>\n",
+       "      <td>3075</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250083</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>1801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250086</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N505MJ</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N295WN</td>\n",
+       "      <td>1939</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5432</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250089</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>286</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250097</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XRAA</td>\n",
+       "      <td>883</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250098</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N968DL</td>\n",
+       "      <td>1705</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250099</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4561</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250102</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N953UW</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250103</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N646JB</td>\n",
+       "      <td>543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250105</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N963UW</td>\n",
+       "      <td>2183</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250106</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>4140</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250107</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N838VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N631VA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250111</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KRAA</td>\n",
+       "      <td>763</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250114</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N333NB</td>\n",
+       "      <td>402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250115</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N422UA</td>\n",
+       "      <td>721</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250123</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N815UA</td>\n",
+       "      <td>273</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250124</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250126</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N496AA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BHAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N595UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>437.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>469.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BTAA</td>\n",
+       "      <td>2099</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250133</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N537AA</td>\n",
+       "      <td>773</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N653AW</td>\n",
+       "      <td>449</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250135</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N369NW</td>\n",
+       "      <td>479</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250137</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N593UA</td>\n",
+       "      <td>207</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250140</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N543AA</td>\n",
+       "      <td>2223</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250144</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ELAA</td>\n",
+       "      <td>881</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250146</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N263AV</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>408</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N757UW</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77431</td>\n",
+       "      <td>1166</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250150</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N507UA</td>\n",
+       "      <td>254</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N408UA</td>\n",
+       "      <td>509</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250162</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N705JB</td>\n",
+       "      <td>263</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250163</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N370NW</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250166</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76505</td>\n",
+       "      <td>1218</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250169</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N540UW</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N394DA</td>\n",
+       "      <td>2370</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250172</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N946UW</td>\n",
+       "      <td>2179</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14121</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250174</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N735MQ</td>\n",
+       "      <td>3486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250175</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FXAA</td>\n",
+       "      <td>1901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250177</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N307JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N321NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250182</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N784JB</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250194</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>3199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GNAA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33714</td>\n",
+       "      <td>1243</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250200</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N358JB</td>\n",
+       "      <td>1438</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MVY</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>173</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250201</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N663AW</td>\n",
+       "      <td>681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250204</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>669</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJC</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250205</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N371NB</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N986DL</td>\n",
+       "      <td>975</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N976DL</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250210</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N523VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250214</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N829UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14203</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250216</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N358NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250218</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ADAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250219</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4201</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N556UA</td>\n",
+       "      <td>441</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ARAA</td>\n",
+       "      <td>361</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250229</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14972</td>\n",
+       "      <td>4113</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250230</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N504UA</td>\n",
+       "      <td>456</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250232</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N510UW</td>\n",
+       "      <td>17</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N331NB</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N5PBMQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N830MQ</td>\n",
+       "      <td>2949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250240</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8894A</td>\n",
+       "      <td>3932</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N458WN</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N712SW</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FLAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4334</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N907DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N754EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KPAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11199</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250253</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21130</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250255</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N206JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250257</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N443UA</td>\n",
+       "      <td>564</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CJAA</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N824UA</td>\n",
+       "      <td>379</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N284AT</td>\n",
+       "      <td>771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N325US</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250264</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KNAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250267</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N816UA</td>\n",
+       "      <td>433</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N760JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N188US</td>\n",
+       "      <td>1973</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250279</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>686</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>4278</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>602</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N534JB</td>\n",
+       "      <td>1083</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250283</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N588JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>5294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N566JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78448</td>\n",
+       "      <td>1532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250288</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4372</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N989AT</td>\n",
+       "      <td>778</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>225</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250293</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>411.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>419.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>4430</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N930WN</td>\n",
+       "      <td>542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13995</td>\n",
+       "      <td>3819</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12221</td>\n",
+       "      <td>1637</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>359.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N793JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87527</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14704</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87512</td>\n",
+       "      <td>1471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N724MQ</td>\n",
+       "      <td>3591</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4649</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N41104</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250315</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N585JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>377.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N31131</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N79402</td>\n",
+       "      <td>1625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N189DN</td>\n",
+       "      <td>2363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N0EGMQ</td>\n",
+       "      <td>3604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N709UW</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N459UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N564JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N25705</td>\n",
+       "      <td>1615</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73275</td>\n",
+       "      <td>1555</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11176</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76503</td>\n",
+       "      <td>1245</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N246LV</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N314US</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250334</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N333NB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250335</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37413</td>\n",
+       "      <td>1160</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37465</td>\n",
+       "      <td>1266</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27724</td>\n",
+       "      <td>1116</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N79279</td>\n",
+       "      <td>1736</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N963UW</td>\n",
+       "      <td>2144</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16561</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250344</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N998AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N562JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N603JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>618</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>1202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>3829</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N615JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250354</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>3854</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N358JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N541UA</td>\n",
+       "      <td>226</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5258</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250360</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>6</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N653JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N794JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N324AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N640JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N627VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N535JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N531JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N663JB</td>\n",
+       "      <td>623</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>448.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>839</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>724.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1013.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N168AT</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>758.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>935.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N564JB</td>\n",
+       "      <td>905</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>812.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3676</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>838.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1015.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>2802</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>848.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N603JB</td>\n",
+       "      <td>683</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>856.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1053.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N820AS</td>\n",
+       "      <td>5747</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250699</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>934.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N826AS</td>\n",
+       "      <td>5716</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>943.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>5109</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250705</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>949.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N980AT</td>\n",
+       "      <td>346</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1012.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N195UW</td>\n",
+       "      <td>1772</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250721</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1014.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>1634</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1027.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N957DL</td>\n",
+       "      <td>2379</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1028.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N21723</td>\n",
+       "      <td>1740</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1036.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JSAA</td>\n",
+       "      <td>719</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250744</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1039.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>3565</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1040.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1230.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11140</td>\n",
+       "      <td>4380</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1041.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1246.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N5PBMQ</td>\n",
+       "      <td>3355</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1044.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1327.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75425</td>\n",
+       "      <td>1642</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1054.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N587AA</td>\n",
+       "      <td>1223</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250757</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1055.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>1511</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1101.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>5824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250765</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1102.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N760JB</td>\n",
+       "      <td>411</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4240</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1121.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38451</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11199</td>\n",
+       "      <td>4104</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250775</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1247.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N475UA</td>\n",
+       "      <td>775</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1313.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>4940</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N491UA</td>\n",
+       "      <td>528</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8888D</td>\n",
+       "      <td>4248</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250786</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N9EAMQ</td>\n",
+       "      <td>3689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1144.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1327.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N333NW</td>\n",
+       "      <td>2319</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1155.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>5806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>4952</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1212.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1341.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>4187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12216</td>\n",
+       "      <td>1699</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1218.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FUAA</td>\n",
+       "      <td>739</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1218.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N962DL</td>\n",
+       "      <td>1847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1224.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>3644</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1229.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4495</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1243.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N566JB</td>\n",
+       "      <td>403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1245.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N314NB</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73270</td>\n",
+       "      <td>1443</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1251.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XSAA</td>\n",
+       "      <td>327</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250832</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>3281</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23708</td>\n",
+       "      <td>1572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250834</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>4087</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N321US</td>\n",
+       "      <td>2219</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27724</td>\n",
+       "      <td>1166</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N761RR</td>\n",
+       "      <td>114</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15985</td>\n",
+       "      <td>4233</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250843</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11176</td>\n",
+       "      <td>4709</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N582AA</td>\n",
+       "      <td>329</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250845</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1314.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N907DL</td>\n",
+       "      <td>2215</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1319.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250855</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12126</td>\n",
+       "      <td>4302</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250857</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1534.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N238WN</td>\n",
+       "      <td>3074</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>518</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N823UA</td>\n",
+       "      <td>255</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N394DA</td>\n",
+       "      <td>2303</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250862</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N925WN</td>\n",
+       "      <td>40</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250863</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N334NB</td>\n",
+       "      <td>401</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>4140</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N323NB</td>\n",
+       "      <td>1903</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250873</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34111</td>\n",
+       "      <td>6054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N526JB</td>\n",
+       "      <td>271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250876</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250877</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4129</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250878</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>5537</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N830UA</td>\n",
+       "      <td>423</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250880</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1412.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1414.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N935LR</td>\n",
+       "      <td>2807</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N655JB</td>\n",
+       "      <td>971</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HEAA</td>\n",
+       "      <td>2099</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N822UA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N543MQ</td>\n",
+       "      <td>3611</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N341NB</td>\n",
+       "      <td>1006</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>5796</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250894</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N122US</td>\n",
+       "      <td>931</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11109</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N705TW</td>\n",
+       "      <td>863</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250897</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N542MQ</td>\n",
+       "      <td>3678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N29129</td>\n",
+       "      <td>1641</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N446UA</td>\n",
+       "      <td>779</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N746UW</td>\n",
+       "      <td>2175</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N724MQ</td>\n",
+       "      <td>3340</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N104UW</td>\n",
+       "      <td>1895</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N811MQ</td>\n",
+       "      <td>3404</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N67058</td>\n",
+       "      <td>15</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>565.0</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N307JB</td>\n",
+       "      <td>1318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4640</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>5797</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N641DL</td>\n",
+       "      <td>1647</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>4628</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87513</td>\n",
+       "      <td>1122</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N939AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N907DE</td>\n",
+       "      <td>1455</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N214FR</td>\n",
+       "      <td>507</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250936</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>3852</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>1338</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MVY</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>173</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N752US</td>\n",
+       "      <td>2177</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N832UA</td>\n",
+       "      <td>755</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N604AW</td>\n",
+       "      <td>688</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1524.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N223WN</td>\n",
+       "      <td>226</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250948</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N703SW</td>\n",
+       "      <td>546</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250951</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N949DL</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N525MQ</td>\n",
+       "      <td>3669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N827AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>2480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250964</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N516JB</td>\n",
+       "      <td>213</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>1639</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N926DL</td>\n",
+       "      <td>781</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250973</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N537UW</td>\n",
+       "      <td>1459</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N754EV</td>\n",
+       "      <td>5478</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250975</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N374JB</td>\n",
+       "      <td>118</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250977</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N830AY</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250981</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>581</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250982</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>363.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>385.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N830AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250987</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250988</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250994</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N703JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250995</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N420UA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>250996</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>4978</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251003</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N521MQ</td>\n",
+       "      <td>3305</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251004</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N189UW</td>\n",
+       "      <td>1543</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N401WN</td>\n",
+       "      <td>3297</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251006</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4111</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251008</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8554A</td>\n",
+       "      <td>3719</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251010</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N953WN</td>\n",
+       "      <td>2261</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57111</td>\n",
+       "      <td>1600</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N552NW</td>\n",
+       "      <td>2247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251017</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N904DE</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N587NW</td>\n",
+       "      <td>1947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251022</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N651DL</td>\n",
+       "      <td>451</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251023</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N757UW</td>\n",
+       "      <td>2179</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251025</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8604C</td>\n",
+       "      <td>3793</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WSAA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251029</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21129</td>\n",
+       "      <td>5965</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7735A</td>\n",
+       "      <td>216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N958DL</td>\n",
+       "      <td>1129</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251038</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17159</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N9EAMQ</td>\n",
+       "      <td>3622</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251043</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76516</td>\n",
+       "      <td>1281</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251046</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>5814</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N186DN</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251049</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N903WN</td>\n",
+       "      <td>427</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251052</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N374DA</td>\n",
+       "      <td>2280</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251055</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N741UW</td>\n",
+       "      <td>1899</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251056</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N232WN</td>\n",
+       "      <td>262</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251058</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N623MQ</td>\n",
+       "      <td>3231</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251059</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N5PBMQ</td>\n",
+       "      <td>3588</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251061</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13969</td>\n",
+       "      <td>4430</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N383DN</td>\n",
+       "      <td>1773</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N439AA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251068</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16701</td>\n",
+       "      <td>1542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251069</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N921DL</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3747D</td>\n",
+       "      <td>706</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251071</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251072</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N311US</td>\n",
+       "      <td>1935</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251075</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34282</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251078</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N509MJ</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N603JB</td>\n",
+       "      <td>1883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251080</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N816MQ</td>\n",
+       "      <td>3361</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251081</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14204</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251086</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251092</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N914WN</td>\n",
+       "      <td>493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251094</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251095</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3400</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>745</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251097</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251098</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16732</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251100</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N572UA</td>\n",
+       "      <td>392</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251103</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YDAA</td>\n",
+       "      <td>1507</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251105</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4462</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251106</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251107</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251111</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N651JB</td>\n",
+       "      <td>803</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251114</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N347NW</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251117</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N538CA</td>\n",
+       "      <td>5615</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251119</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11193</td>\n",
+       "      <td>4155</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251120</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GTAA</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251121</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N931DL</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251123</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18102</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251125</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FTAA</td>\n",
+       "      <td>221</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251126</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N212WN</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N281AT</td>\n",
+       "      <td>771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KLAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N612JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251133</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N846MQ</td>\n",
+       "      <td>3411</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N957DL</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251140</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N473UA</td>\n",
+       "      <td>807</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251141</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N237WN</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57439</td>\n",
+       "      <td>1284</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251143</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>3853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251145</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251146</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251150</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N657AW</td>\n",
+       "      <td>449</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251151</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>1119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N802UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N421UA</td>\n",
+       "      <td>708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251156</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N294JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251157</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N31131</td>\n",
+       "      <td>4532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>5678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251162</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>1516</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251163</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N525AA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251164</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>2302</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251174</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251175</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>477</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N652JB</td>\n",
+       "      <td>283</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N341NB</td>\n",
+       "      <td>402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251182</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15985</td>\n",
+       "      <td>3845</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251183</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3759</td>\n",
+       "      <td>73</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251184</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N621JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251188</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N912DE</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N419AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N813AY</td>\n",
+       "      <td>3788</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N910DE</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251200</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N217JC</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251203</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BEAA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78285</td>\n",
+       "      <td>1637</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251208</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N723SW</td>\n",
+       "      <td>2625</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251209</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N268WN</td>\n",
+       "      <td>625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251210</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N195UW</td>\n",
+       "      <td>1531</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N547AA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14242</td>\n",
+       "      <td>1061</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N936DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251216</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N514MQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251218</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N501MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12160</td>\n",
+       "      <td>4397</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251222</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N422WN</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37471</td>\n",
+       "      <td>1152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WRAA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N594UA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251227</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KFAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251228</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N521VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251229</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251232</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8888D</td>\n",
+       "      <td>3588</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>5977</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N911DE</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N433UA</td>\n",
+       "      <td>589</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36207</td>\n",
+       "      <td>1108</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AFAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N648JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N635DL</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N907DL</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N695DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251253</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HTAA</td>\n",
+       "      <td>1901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N547JB</td>\n",
+       "      <td>263</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N759EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>5894</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N263AV</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8971A</td>\n",
+       "      <td>3615</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>4480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N358JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N394DA</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N775JB</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251279</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N372NW</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N384DA</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>3829</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N910XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N906AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N968DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251288</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13716</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251293</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N754EV</td>\n",
+       "      <td>5254</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N401WN</td>\n",
+       "      <td>542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>3604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77258</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>1202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>3662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8938A</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N9EAMQ</td>\n",
+       "      <td>3384</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>669</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJC</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N521JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N607JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N566JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N537JB</td>\n",
+       "      <td>71</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251315</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N703TW</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>3812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N852MQ</td>\n",
+       "      <td>3621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N507JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N341NB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>3660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N961AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N821JB</td>\n",
+       "      <td>623</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>511.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>839</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11137</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>723.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>827.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N41104</td>\n",
+       "      <td>6177</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>852.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1048.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N644DL</td>\n",
+       "      <td>2347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>906.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1049.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4125</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1039.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>1818</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1111.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>3272</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1018.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ACK</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1033.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N775JB</td>\n",
+       "      <td>189</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>483</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>925</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CWAA</td>\n",
+       "      <td>1879</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N514MQ</td>\n",
+       "      <td>3670</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N820AY</td>\n",
+       "      <td>3910</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4510</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251814</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1241.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N448UA</td>\n",
+       "      <td>411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14105</td>\n",
+       "      <td>4212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251845</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N9EAMQ</td>\n",
+       "      <td>3419</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1339.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N757LV</td>\n",
+       "      <td>226</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N507JB</td>\n",
+       "      <td>403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>4109</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>1318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N543MQ</td>\n",
+       "      <td>3461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251891</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N721MQ</td>\n",
+       "      <td>3340</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>208</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16561</td>\n",
+       "      <td>4633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N473UA</td>\n",
+       "      <td>744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251973</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77261</td>\n",
+       "      <td>1116</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4640</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13903</td>\n",
+       "      <td>4111</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>251995</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N501MQ</td>\n",
+       "      <td>3588</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252004</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FRAA</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252009</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N614QX</td>\n",
+       "      <td>5199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252019</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252022</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14972</td>\n",
+       "      <td>4372</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252051</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N594UA</td>\n",
+       "      <td>226</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252089</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N840VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252090</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33294</td>\n",
+       "      <td>1542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252099</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N373JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252102</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252105</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252117</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4431</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CXAA</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252133</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N521MQ</td>\n",
+       "      <td>3622</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N512MQ</td>\n",
+       "      <td>3694</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11189</td>\n",
+       "      <td>3830</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252144</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39450</td>\n",
+       "      <td>1258</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N566UA</td>\n",
+       "      <td>334</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5ELAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>1119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252167</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77295</td>\n",
+       "      <td>1740</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3772H</td>\n",
+       "      <td>4</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3448</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252172</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N968DL</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KLAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7726A</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252194</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17169</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N807JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N292WN</td>\n",
+       "      <td>625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252203</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N6EAMQ</td>\n",
+       "      <td>3301</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252210</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3472</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252229</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N403UA</td>\n",
+       "      <td>244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N510UW</td>\n",
+       "      <td>297</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252240</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BRAA</td>\n",
+       "      <td>1901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N515UA</td>\n",
+       "      <td>242</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N506JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N537JB</td>\n",
+       "      <td>71</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>225</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252267</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252269</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N921DL</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38268</td>\n",
+       "      <td>1058</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N558UA</td>\n",
+       "      <td>356</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N721TW</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>3429</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252279</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N651JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N834AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252288</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11199</td>\n",
+       "      <td>5804</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252293</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N401WN</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N638JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N846MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>686</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8943A</td>\n",
+       "      <td>4218</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252315</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N656JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8423C</td>\n",
+       "      <td>3615</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N708JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N442UA</td>\n",
+       "      <td>373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N729JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13903</td>\n",
+       "      <td>4498</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N737US</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252334</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N592JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252335</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N507JB</td>\n",
+       "      <td>1203</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>3662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N738US</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N775JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N1EAMQ</td>\n",
+       "      <td>3604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>736.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>927.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>741.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1027.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>4137</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>931.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1034.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N442UA</td>\n",
+       "      <td>751</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>947.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17196</td>\n",
+       "      <td>4380</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1002.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1239.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N958DL</td>\n",
+       "      <td>1747</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1129.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N32404</td>\n",
+       "      <td>1163</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1145.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>2602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1147.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>4517</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N575UA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1238.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N309JB</td>\n",
+       "      <td>34</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4640</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>5796</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>5818</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252852</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4552</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252853</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N978DL</td>\n",
+       "      <td>781</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252857</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N54711</td>\n",
+       "      <td>1615</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N678CA</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252878</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N302NB</td>\n",
+       "      <td>2043</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N672DL</td>\n",
+       "      <td>2247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252916</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N242WN</td>\n",
+       "      <td>2261</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EKAA</td>\n",
+       "      <td>1073</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N937AT</td>\n",
+       "      <td>349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N306DQ</td>\n",
+       "      <td>673</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8721B</td>\n",
+       "      <td>3754</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252956</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N690DL</td>\n",
+       "      <td>451</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27724</td>\n",
+       "      <td>1217</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252963</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N989AT</td>\n",
+       "      <td>721</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17196</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N32404</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252976</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N348NB</td>\n",
+       "      <td>2219</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252978</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N813AY</td>\n",
+       "      <td>4101</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252983</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>3199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N309JB</td>\n",
+       "      <td>581</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252993</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FKAA</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>252997</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N760JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253002</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253015</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DRAA</td>\n",
+       "      <td>763</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>390.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>390.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4711</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253020</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N750UW</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N705TW</td>\n",
+       "      <td>1565</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14118</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253047</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N378DA</td>\n",
+       "      <td>31</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253049</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27421</td>\n",
+       "      <td>1556</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253056</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17719</td>\n",
+       "      <td>1542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>2302</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253064</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11181</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N633JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253078</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>3411</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253081</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N245WN</td>\n",
+       "      <td>2625</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253091</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>3854</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253092</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253093</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253100</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253102</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N396DA</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253103</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253106</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4511</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253122</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7735A</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253125</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N352NB</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253137</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N607JB</td>\n",
+       "      <td>167</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253140</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N323US</td>\n",
+       "      <td>2383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N53441</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253164</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N325NB</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253174</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253175</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4201</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253177</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>3841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253181</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253182</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N641DL</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253184</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N935XJ</td>\n",
+       "      <td>3472</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>5841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N832AY</td>\n",
+       "      <td>3807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N918DL</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N583AA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N413UA</td>\n",
+       "      <td>525</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253204</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8721B</td>\n",
+       "      <td>3615</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8933B</td>\n",
+       "      <td>4245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>5824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253214</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N506MJ</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253216</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N366NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253218</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11119</td>\n",
+       "      <td>4453</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253219</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N311US</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253220</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13995</td>\n",
+       "      <td>5839</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253226</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N522MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253230</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11113</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>3443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N662JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253249</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253252</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N926DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253253</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253257</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N200PQ</td>\n",
+       "      <td>5092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N635JB</td>\n",
+       "      <td>1083</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N998DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>408</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253267</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3429</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253269</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27733</td>\n",
+       "      <td>1128</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N319US</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N504JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253279</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12126</td>\n",
+       "      <td>5804</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N415UA</td>\n",
+       "      <td>267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253283</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N634VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N750UW</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N191DN</td>\n",
+       "      <td>2363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N380DA</td>\n",
+       "      <td>2065</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253288</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N6EAMQ</td>\n",
+       "      <td>3662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16178</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8928A</td>\n",
+       "      <td>4051</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N738US</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253293</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17229</td>\n",
+       "      <td>1259</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12195</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3470</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N990DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>3384</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N989AT</td>\n",
+       "      <td>778</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>3830</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N851UA</td>\n",
+       "      <td>291</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N604QX</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N708JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253315</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N556UW</td>\n",
+       "      <td>1473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38458</td>\n",
+       "      <td>1451</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3768</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N423WN</td>\n",
+       "      <td>579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DMAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N717TW</td>\n",
+       "      <td>1643</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>4351</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4240</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N805JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N937AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N624AG</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4</td>\n",
+       "      <td>837.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1115.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N638JB</td>\n",
+       "      <td>525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4</td>\n",
+       "      <td>929.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1144.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N643DL</td>\n",
+       "      <td>1429</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4</td>\n",
+       "      <td>957.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1106.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ACK</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1045.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N740SW</td>\n",
+       "      <td>1783</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1110.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1212.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N487AA</td>\n",
+       "      <td>317</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1118.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1408.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N910DE</td>\n",
+       "      <td>2379</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1357.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3768</td>\n",
+       "      <td>1375</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N767SW</td>\n",
+       "      <td>2901</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76055</td>\n",
+       "      <td>15</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>589.0</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N399DA</td>\n",
+       "      <td>2459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N578UA</td>\n",
+       "      <td>561</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N657MQ</td>\n",
+       "      <td>2949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253963</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>803</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>253972</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EWAA</td>\n",
+       "      <td>1750</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254022</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N729JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254026</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254047</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254064</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N702TW</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N805JB</td>\n",
+       "      <td>1083</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254076</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N588JB</td>\n",
+       "      <td>623</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254151</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>708.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1001.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N665JB</td>\n",
+       "      <td>583</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254219</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>827.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1143.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33262</td>\n",
+       "      <td>1627</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>910.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1158.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N357NW</td>\n",
+       "      <td>2190</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1000.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1108.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XGAA</td>\n",
+       "      <td>313</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>795</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254394</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N530UA</td>\n",
+       "      <td>454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>3461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N714CB</td>\n",
+       "      <td>654</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N399DA</td>\n",
+       "      <td>2219</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>118</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3291</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254608</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N796JB</td>\n",
+       "      <td>325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N805JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254723</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N821JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N629MQ</td>\n",
+       "      <td>2949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>1801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>803</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N362NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254846</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3385</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WAAA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39475</td>\n",
+       "      <td>1244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N555UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N877AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N907DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>3603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75851</td>\n",
+       "      <td>1642</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N658JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>526.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>745</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PSE</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1617</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>254906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>589.0</td>\n",
+       "      <td>456.0</td>\n",
+       "      <td>561.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N705TW</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255156</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1021.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8683B</td>\n",
+       "      <td>3713</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1037.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1208.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N391CA</td>\n",
+       "      <td>4998</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255201</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N517MQ</td>\n",
+       "      <td>3644</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1133.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N566UA</td>\n",
+       "      <td>317</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N821JB</td>\n",
+       "      <td>53</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1414.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>2502</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N461UA</td>\n",
+       "      <td>436</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N579UA</td>\n",
+       "      <td>510</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16147</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N348NB</td>\n",
+       "      <td>1231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NW</td>\n",
+       "      <td>1935</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N384DA</td>\n",
+       "      <td>31</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>4252</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N398DA</td>\n",
+       "      <td>706</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>3199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255541</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YGAA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N263AV</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3301</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255608</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N906MQ</td>\n",
+       "      <td>3044</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N410UA</td>\n",
+       "      <td>454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255648</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8674A</td>\n",
+       "      <td>4261</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N800MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255677</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N835VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N713TW</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N632VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255690</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N768JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N794JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N307JB</td>\n",
+       "      <td>2002</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16561</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N361NB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255711</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N627JB</td>\n",
+       "      <td>623</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255712</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255713</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>404.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>363.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N939DL</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39475</td>\n",
+       "      <td>1439</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17108</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255718</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N570UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N721MQ</td>\n",
+       "      <td>3603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255721</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>618</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255723</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75426</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>452.0</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>421.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3761R</td>\n",
+       "      <td>503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N399DA</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255726</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N948UW</td>\n",
+       "      <td>2144</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14125</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7735A</td>\n",
+       "      <td>579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24715</td>\n",
+       "      <td>1686</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4276</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>507.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N625JB</td>\n",
+       "      <td>839</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255732</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>528.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N768JB</td>\n",
+       "      <td>745</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PSE</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1617</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>404.0</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>382.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N968AT</td>\n",
+       "      <td>778</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>718</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N374JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>721.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>822.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5747</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255943</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1121.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16147</td>\n",
+       "      <td>4364</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255949</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>939.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N503JB</td>\n",
+       "      <td>461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>953.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1143.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301NB</td>\n",
+       "      <td>2457</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255976</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1015.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1212.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N494UA</td>\n",
+       "      <td>208</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>255984</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1024.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1239.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N504UA</td>\n",
+       "      <td>653</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256000</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1050.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1334.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N554JB</td>\n",
+       "      <td>271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256029</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1123.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1414.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N508UA</td>\n",
+       "      <td>642</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256031</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>HA</td>\n",
+       "      <td>N385HA</td>\n",
+       "      <td>51</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>601.0</td>\n",
+       "      <td>4983</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N832UA</td>\n",
+       "      <td>548</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256093</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1253.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N835UA</td>\n",
+       "      <td>450</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256100</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1259.0</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N577UA</td>\n",
+       "      <td>561</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256106</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1306.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>4974</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256115</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N454AA</td>\n",
+       "      <td>743</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256122</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N621JB</td>\n",
+       "      <td>971</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256133</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N505UA</td>\n",
+       "      <td>580</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3735D</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256135</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N519MQ</td>\n",
+       "      <td>3658</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>41</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256145</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>3546</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256182</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N330NB</td>\n",
+       "      <td>2043</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N352NB</td>\n",
+       "      <td>1653</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N709TW</td>\n",
+       "      <td>1765</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>117</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N920DE</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N624AG</td>\n",
+       "      <td>1565</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N484UA</td>\n",
+       "      <td>315</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N836AY</td>\n",
+       "      <td>3698</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>569</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N554UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>382.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>569</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N713TW</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>378.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37420</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256394</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N564UA</td>\n",
+       "      <td>222</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N589UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>368.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37470</td>\n",
+       "      <td>1556</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N167US</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KCAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256419</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FMAA</td>\n",
+       "      <td>1901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13118</td>\n",
+       "      <td>4304</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N849MQ</td>\n",
+       "      <td>3365</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N906FJ</td>\n",
+       "      <td>2751</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37465</td>\n",
+       "      <td>1266</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N566JB</td>\n",
+       "      <td>803</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256442</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N905DE</td>\n",
+       "      <td>847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75853</td>\n",
+       "      <td>1165</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14228</td>\n",
+       "      <td>1218</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N326NB</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N361NB</td>\n",
+       "      <td>402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8683B</td>\n",
+       "      <td>4101</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N323AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>362.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256465</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37462</td>\n",
+       "      <td>1100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256471</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AJAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256472</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38473</td>\n",
+       "      <td>1141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N763SW</td>\n",
+       "      <td>625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N554UW</td>\n",
+       "      <td>1857</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N911DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256481</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256482</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>3556</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14972</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>669</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJC</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N542AA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N912DE</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256490</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HTAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N609DL</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3429</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N294WN</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17185</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17169</td>\n",
+       "      <td>4453</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>629.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>676.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N641VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N497UA</td>\n",
+       "      <td>509</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>3573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256504</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N467UA</td>\n",
+       "      <td>291</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N658JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N338AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N528VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256516</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N717TW</td>\n",
+       "      <td>1163</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N978DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N521JB</td>\n",
+       "      <td>167</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N339NB</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>653.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>632.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N521VA</td>\n",
+       "      <td>187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24729</td>\n",
+       "      <td>1187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3737C</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N555UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YDAA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N430UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N305DQ</td>\n",
+       "      <td>2142</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N836MQ</td>\n",
+       "      <td>3591</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N831UA</td>\n",
+       "      <td>253</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N529UA</td>\n",
+       "      <td>212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N963AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75433</td>\n",
+       "      <td>1244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N463WN</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N500MQ</td>\n",
+       "      <td>3134</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>399.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>404.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N576UA</td>\n",
+       "      <td>207</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3740C</td>\n",
+       "      <td>2065</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256552</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5254</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N498WN</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256555</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75429</td>\n",
+       "      <td>1581</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N387DA</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256557</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27213</td>\n",
+       "      <td>1532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256559</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N523VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N561UA</td>\n",
+       "      <td>490</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>389.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7726A</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N637VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256564</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>1202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N239JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256566</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N332NW</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37474</td>\n",
+       "      <td>1682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>3833</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14143</td>\n",
+       "      <td>5804</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3472</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N827AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N748UW</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35271</td>\n",
+       "      <td>1408</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12167</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256577</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39415</td>\n",
+       "      <td>1292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>3832</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256579</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>396.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>411.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N835VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256580</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N6EAMQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256582</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N592JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N506JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256585</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N903WN</td>\n",
+       "      <td>542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CCAA</td>\n",
+       "      <td>361</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N541UA</td>\n",
+       "      <td>755</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>3830</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256589</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18102</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12201</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N571JB</td>\n",
+       "      <td>1203</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256592</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N188DN</td>\n",
+       "      <td>2363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N501MQ</td>\n",
+       "      <td>3662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256594</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N800MQ</td>\n",
+       "      <td>3621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>362.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3730B</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>486</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N528AA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N374DA</td>\n",
+       "      <td>2370</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33714</td>\n",
+       "      <td>1595</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N633VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N544AA</td>\n",
+       "      <td>363</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256642</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3766</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N324NB</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>623</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>5258</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256648</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N131EV</td>\n",
+       "      <td>5092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4351</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>454.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N565JB</td>\n",
+       "      <td>745</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PSE</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1617</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N351NB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>711.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>816.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N8600F</td>\n",
+       "      <td>273</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>733.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>836.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>2180</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256775</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>743.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>920.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>3676</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256845</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>839.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1108.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N746JB</td>\n",
+       "      <td>453</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>857.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1143.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N53442</td>\n",
+       "      <td>1701</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256863</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>859.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1037.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>934.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>4998</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>938.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N163US</td>\n",
+       "      <td>1831</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1003.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>3272</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256943</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1034.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1309.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N625JB</td>\n",
+       "      <td>795</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1043.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>397</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1052.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1309.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N614QX</td>\n",
+       "      <td>5109</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1058.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3407</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256972</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1102.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8888D</td>\n",
+       "      <td>4105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1108.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1318.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>411</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>256998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N6EAMQ</td>\n",
+       "      <td>3689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257006</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1149.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N320AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257022</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1203.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3740C</td>\n",
+       "      <td>1275</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257027</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1207.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N636VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1256.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>4974</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257107</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12166</td>\n",
+       "      <td>6054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257117</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1408.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N720MQ</td>\n",
+       "      <td>3340</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257121</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N597AA</td>\n",
+       "      <td>329</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257126</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N916DE</td>\n",
+       "      <td>781</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>5837</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257140</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257182</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N323US</td>\n",
+       "      <td>2343</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1524.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N827AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257203</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N501MQ</td>\n",
+       "      <td>3567</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257214</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4336</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>6049</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257218</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257220</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N391CA</td>\n",
+       "      <td>5132</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>4111</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257227</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>477</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257240</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12136</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8888D</td>\n",
+       "      <td>4115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N30401</td>\n",
+       "      <td>1290</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257257</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N234WN</td>\n",
+       "      <td>216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N614QX</td>\n",
+       "      <td>4978</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257264</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N231WN</td>\n",
+       "      <td>262</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75429</td>\n",
+       "      <td>1151</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>6002</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>5841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N336NB</td>\n",
+       "      <td>1231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257300</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N561UA</td>\n",
+       "      <td>996</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N530UA</td>\n",
+       "      <td>207</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8747B</td>\n",
+       "      <td>4013</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N379DA</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N658MQ</td>\n",
+       "      <td>2949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N989DL</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257335</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3448</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N652JB</td>\n",
+       "      <td>89</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N775JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14173</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N477UA</td>\n",
+       "      <td>608</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3763D</td>\n",
+       "      <td>503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N735MQ</td>\n",
+       "      <td>3416</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>5824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N716EV</td>\n",
+       "      <td>5509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257360</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3771K</td>\n",
+       "      <td>479</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N593AA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N329NB</td>\n",
+       "      <td>127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13718</td>\n",
+       "      <td>1661</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N507UA</td>\n",
+       "      <td>509</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>5601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>803</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>3556</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N206FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3341</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257382</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N286WN</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>408</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N341NW</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N165US</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38424</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N764US</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N329AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N393AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37422</td>\n",
+       "      <td>1100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N6703D</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N203WN</td>\n",
+       "      <td>625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33289</td>\n",
+       "      <td>1442</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257410</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N535JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N912DE</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N358NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N566UA</td>\n",
+       "      <td>212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N173AT</td>\n",
+       "      <td>771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>1202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N273WN</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N524JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N768JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N28457</td>\n",
+       "      <td>1684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N651JB</td>\n",
+       "      <td>167</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N549UW</td>\n",
+       "      <td>17</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N323AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N908FJ</td>\n",
+       "      <td>2751</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39415</td>\n",
+       "      <td>1141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257442</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N456WN</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N625JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4511</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N742PS</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35407</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N835VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8694A</td>\n",
+       "      <td>3807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N484AA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N952AT</td>\n",
+       "      <td>778</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N592JB</td>\n",
+       "      <td>669</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJC</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N31131</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N338AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257463</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N235WN</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N579UA</td>\n",
+       "      <td>518</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257465</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27724</td>\n",
+       "      <td>1187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>5812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257472</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N374DA</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N674DL</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257476</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77296</td>\n",
+       "      <td>1259</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N525UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>3841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257482</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N369NB</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11150</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N200WN</td>\n",
+       "      <td>542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N522VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257490</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N333NW</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N992DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78438</td>\n",
+       "      <td>1555</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N372DA</td>\n",
+       "      <td>2007</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N834UA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N408UA</td>\n",
+       "      <td>664</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N426AA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N757LV</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257504</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N412UA</td>\n",
+       "      <td>260</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21130</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N704X</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N967DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15985</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8888D</td>\n",
+       "      <td>4079</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N738MQ</td>\n",
+       "      <td>3591</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>135</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N509MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N521JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N819AY</td>\n",
+       "      <td>4218</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N794JB</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N502UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257523</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12157</td>\n",
+       "      <td>4453</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3472</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11181</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N906DL</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39728</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257533</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>3385</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N784JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N926WN</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17146</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>71</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N365NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257541</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N524MQ</td>\n",
+       "      <td>3604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N970DL</td>\n",
+       "      <td>975</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N717JL</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N963DL</td>\n",
+       "      <td>1247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>6120</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257548</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N627VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>3830</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>3470</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27733</td>\n",
+       "      <td>1116</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257552</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8736A</td>\n",
+       "      <td>4245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257555</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N658JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>5804</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257557</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N309JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N746JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257559</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N307JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N821JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N562JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257564</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N614QX</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257566</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N838MQ</td>\n",
+       "      <td>3621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N324AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3744F</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N639JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N631VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>3832</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11194</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N571JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N720MQ</td>\n",
+       "      <td>3486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257577</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>686</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N473WN</td>\n",
+       "      <td>579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257579</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257580</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5254</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12122</td>\n",
+       "      <td>4498</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257585</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N805JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N649JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3429</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>1203</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257592</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N5PBMQ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8888D</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N608QX</td>\n",
+       "      <td>5258</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>709.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>920.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N569UA</td>\n",
+       "      <td>698</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>741.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>931.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>3833</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>741.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1010.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>1099</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>754.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>956.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18101</td>\n",
+       "      <td>4393</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>817.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1057.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37471</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257897</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>919.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1040.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>4872</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>925.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>4407</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>936.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8936A</td>\n",
+       "      <td>4105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>959.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1241.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>3538</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1025.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1208.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3565</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1050.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73283</td>\n",
+       "      <td>1281</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257985</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1102.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N200WN</td>\n",
+       "      <td>2431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N523VA</td>\n",
+       "      <td>187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258042</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N329AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258055</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1238.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3230</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258071</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1253.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N935XJ</td>\n",
+       "      <td>3521</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1412.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>5273</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4233</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258118</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N633VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258144</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N81449</td>\n",
+       "      <td>1708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258146</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N571AA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258174</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>3305</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>3678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23721</td>\n",
+       "      <td>1124</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258218</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YJAA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N994AT</td>\n",
+       "      <td>721</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>580</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>4949</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12157</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N496UA</td>\n",
+       "      <td>685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>6049</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>3319</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258283</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>5199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N522UA</td>\n",
+       "      <td>253</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14972</td>\n",
+       "      <td>4336</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258315</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3400</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>745</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N1EAMQ</td>\n",
+       "      <td>3694</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N836MQ</td>\n",
+       "      <td>3411</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N527AA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N304DQ</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N509MJ</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258334</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17229</td>\n",
+       "      <td>1285</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258335</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N970DL</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N652JB</td>\n",
+       "      <td>1801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DHAA</td>\n",
+       "      <td>763</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N395DN</td>\n",
+       "      <td>1394</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258354</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4511</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KGAA</td>\n",
+       "      <td>881</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N351NB</td>\n",
+       "      <td>2043</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301DQ</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N474AA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N564UA</td>\n",
+       "      <td>509</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N580AA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258371</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N502UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CHAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N604QX</td>\n",
+       "      <td>5509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258386</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GTAA</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258389</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17730</td>\n",
+       "      <td>1661</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N324AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N340NW</td>\n",
+       "      <td>1779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258394</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N555UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N472UA</td>\n",
+       "      <td>350</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17146</td>\n",
+       "      <td>4678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>5824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>284</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N481UA</td>\n",
+       "      <td>608</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BFAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N281AT</td>\n",
+       "      <td>771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N32404</td>\n",
+       "      <td>1284</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N347NW</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FEAA</td>\n",
+       "      <td>221</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N6711M</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N390DA</td>\n",
+       "      <td>569</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N918DL</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N922DL</td>\n",
+       "      <td>847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76254</td>\n",
+       "      <td>1625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N468WN</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GBAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N358NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N919FJ</td>\n",
+       "      <td>2751</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ARAA</td>\n",
+       "      <td>1901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CAAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3472</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N823UA</td>\n",
+       "      <td>212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N805JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N721MQ</td>\n",
+       "      <td>3556</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3341</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N558UW</td>\n",
+       "      <td>1973</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17108</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N627VA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258472</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ENAA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8771A</td>\n",
+       "      <td>4245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N760JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N962DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258481</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N501MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N477UA</td>\n",
+       "      <td>697</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23707</td>\n",
+       "      <td>1142</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N917WN</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75428</td>\n",
+       "      <td>1141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36280</td>\n",
+       "      <td>1187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258490</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N846UA</td>\n",
+       "      <td>312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N695MQ</td>\n",
+       "      <td>3044</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N483AA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N914DE</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N341NW</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N836AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27722</td>\n",
+       "      <td>1437</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N708EV</td>\n",
+       "      <td>5207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8869B</td>\n",
+       "      <td>4059</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>549</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N361VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N525UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>359.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N767SW</td>\n",
+       "      <td>542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301NB</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78509</td>\n",
+       "      <td>1481</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11119</td>\n",
+       "      <td>4453</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N326NB</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N474UA</td>\n",
+       "      <td>436</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N500MQ</td>\n",
+       "      <td>3349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258516</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3385</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N965UW</td>\n",
+       "      <td>2140</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N639VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73270</td>\n",
+       "      <td>1165</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258523</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N146PQ</td>\n",
+       "      <td>5454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258524</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GGAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N554AA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N794JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>380.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N366AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258533</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27724</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N505UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N815MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N200WN</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N133EV</td>\n",
+       "      <td>5092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N528VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258548</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N735MQ</td>\n",
+       "      <td>3603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12218</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76269</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258552</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8936A</td>\n",
+       "      <td>4079</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N829UA</td>\n",
+       "      <td>373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258555</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N522MQ</td>\n",
+       "      <td>3384</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258557</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39418</td>\n",
+       "      <td>1682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73251</td>\n",
+       "      <td>1241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258564</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N994AT</td>\n",
+       "      <td>778</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3732J</td>\n",
+       "      <td>2065</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258566</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>71</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N942DL</td>\n",
+       "      <td>975</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N805AY</td>\n",
+       "      <td>4218</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>3429</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N746UW</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>3591</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258577</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14180</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258579</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N539MQ</td>\n",
+       "      <td>3604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258580</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258582</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N524JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>866</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258585</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14125</td>\n",
+       "      <td>3832</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N634VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258589</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258592</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258594</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3470</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N339AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>3830</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>5254</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N625JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N830MQ</td>\n",
+       "      <td>3621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N896AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258603</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N6EAMQ</td>\n",
+       "      <td>3662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N955WN</td>\n",
+       "      <td>579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3771K</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76265</td>\n",
+       "      <td>1178</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258608</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14972</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YJAA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8980A</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258611</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N763JB</td>\n",
+       "      <td>623</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11187</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258616</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12122</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N784JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N941DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>486</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258648</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N829UA</td>\n",
+       "      <td>373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37255</td>\n",
+       "      <td>1692</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>413.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>390.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N337AT</td>\n",
+       "      <td>771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N665JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14704</td>\n",
+       "      <td>1128</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N657JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76516</td>\n",
+       "      <td>1259</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N506JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N231WN</td>\n",
+       "      <td>579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258659</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>437.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N566JB</td>\n",
+       "      <td>1503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>446.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N775JB</td>\n",
+       "      <td>1203</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258661</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N316JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258662</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>453.0</td>\n",
+       "      <td>455.0</td>\n",
+       "      <td>445.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N641JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258663</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>417.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N537JB</td>\n",
+       "      <td>623</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N554JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>389.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N836UA</td>\n",
+       "      <td>779</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258666</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N373JB</td>\n",
+       "      <td>718</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258667</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>273</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>2002</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258669</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>527.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N712JB</td>\n",
+       "      <td>839</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258670</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>397.0</td>\n",
+       "      <td>436.0</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N914DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>506.0</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N176DN</td>\n",
+       "      <td>2363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>609.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>745</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PSE</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1617</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>471.0</td>\n",
+       "      <td>804.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N709TW</td>\n",
+       "      <td>1643</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>375.0</td>\n",
+       "      <td>437.0</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>854.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N562UA</td>\n",
+       "      <td>312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>926.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1026.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N309JB</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ACK</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>943.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1112.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14198</td>\n",
+       "      <td>4099</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>949.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>281</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1014.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>5827</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258991</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1040.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N522MQ</td>\n",
+       "      <td>3419</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258995</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1044.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1217.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N538CA</td>\n",
+       "      <td>5222</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>258996</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1046.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12122</td>\n",
+       "      <td>4140</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259008</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1059.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>3466</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259025</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1259.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N836UA</td>\n",
+       "      <td>222</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1319.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N676AW</td>\n",
+       "      <td>604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259033</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N161UW</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1127.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N702TW</td>\n",
+       "      <td>1765</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259052</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1155.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N629VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259071</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1229.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N309JB</td>\n",
+       "      <td>208</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1303.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N537MQ</td>\n",
+       "      <td>3230</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259125</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N479UA</td>\n",
+       "      <td>765</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>4109</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259155</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N342NB</td>\n",
+       "      <td>954</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N361NB</td>\n",
+       "      <td>401</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259175</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N651DL</td>\n",
+       "      <td>1947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N939DL</td>\n",
+       "      <td>781</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259187</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33266</td>\n",
+       "      <td>1211</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>3836</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>569</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N54711</td>\n",
+       "      <td>1615</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259209</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N197JB</td>\n",
+       "      <td>2480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N891AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259216</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N5PBMQ</td>\n",
+       "      <td>3669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N820AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259226</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N655JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259228</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N365NB</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259232</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78438</td>\n",
+       "      <td>1242</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259233</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JYAA</td>\n",
+       "      <td>779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N186US</td>\n",
+       "      <td>802</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N834AY</td>\n",
+       "      <td>3973</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N176PQ</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N534MQ</td>\n",
+       "      <td>3678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259252</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N578UA</td>\n",
+       "      <td>646</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N768JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N395DN</td>\n",
+       "      <td>4</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N670DN</td>\n",
+       "      <td>451</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N745VJ</td>\n",
+       "      <td>1899</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14198</td>\n",
+       "      <td>6049</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5091</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>335</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14731</td>\n",
+       "      <td>1618</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>997</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259279</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N986DL</td>\n",
+       "      <td>847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>5432</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N537MQ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N21723</td>\n",
+       "      <td>1542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3440</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N658JB</td>\n",
+       "      <td>423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259293</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N173DZ</td>\n",
+       "      <td>843</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N309DE</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N316JB</td>\n",
+       "      <td>2302</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N521LR</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N955UW</td>\n",
+       "      <td>2134</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NB</td>\n",
+       "      <td>1231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N965UW</td>\n",
+       "      <td>2136</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34455</td>\n",
+       "      <td>1284</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259315</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N642AW</td>\n",
+       "      <td>681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N943WN</td>\n",
+       "      <td>493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N221WN</td>\n",
+       "      <td>262</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>1119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N709JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73291</td>\n",
+       "      <td>1078</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AGAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N630MQ</td>\n",
+       "      <td>2949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259334</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N393AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>374.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>86</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259344</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CDAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N337NB</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N704US</td>\n",
+       "      <td>2183</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>581</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3760C</td>\n",
+       "      <td>503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N537UA</td>\n",
+       "      <td>253</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N47414</td>\n",
+       "      <td>1100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259354</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BFAA</td>\n",
+       "      <td>1901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N320US</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3765</td>\n",
+       "      <td>569</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259360</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17108</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37281</td>\n",
+       "      <td>1497</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CHAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259367</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16561</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N587UA</td>\n",
+       "      <td>996</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>372.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4511</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12221</td>\n",
+       "      <td>1217</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N779JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N576UA</td>\n",
+       "      <td>483</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N223WN</td>\n",
+       "      <td>216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259378</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>395.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N960AT</td>\n",
+       "      <td>721</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N595UA</td>\n",
+       "      <td>535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N735MQ</td>\n",
+       "      <td>3486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8745B</td>\n",
+       "      <td>3932</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259382</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>385.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36247</td>\n",
+       "      <td>1222</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N311US</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N521VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>370.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259389</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N463UA</td>\n",
+       "      <td>525</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259394</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N589UA</td>\n",
+       "      <td>841</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N196DN</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75425</td>\n",
+       "      <td>1141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3737C</td>\n",
+       "      <td>706</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N285WN</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N394DA</td>\n",
+       "      <td>1773</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N606MQ</td>\n",
+       "      <td>3216</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>414.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N519UA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KPAA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>441.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12122</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N933XJ</td>\n",
+       "      <td>3310</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N911DE</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259410</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N846MQ</td>\n",
+       "      <td>3365</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259411</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N541UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301NB</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N427WN</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259419</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>408</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N715JB</td>\n",
+       "      <td>225</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N724SW</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>421.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N758US</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N803UA</td>\n",
+       "      <td>503</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N515UA</td>\n",
+       "      <td>509</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>399.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N505UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N749US</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N950UW</td>\n",
+       "      <td>2138</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>89</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N822UA</td>\n",
+       "      <td>212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>365.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N800AY</td>\n",
+       "      <td>3926</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>662</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N438UA</td>\n",
+       "      <td>288</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>381.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>396.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N836UA</td>\n",
+       "      <td>236</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16709</td>\n",
+       "      <td>1625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N946UW</td>\n",
+       "      <td>2140</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N525UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>386.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33714</td>\n",
+       "      <td>1638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N917DE</td>\n",
+       "      <td>975</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N372NW</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N633VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N503JB</td>\n",
+       "      <td>263</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N504JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N524VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259463</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N502UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259465</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>391.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3746H</td>\n",
+       "      <td>1394</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259466</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N604QX</td>\n",
+       "      <td>5207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N962DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N847UA</td>\n",
+       "      <td>589</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N910XJ</td>\n",
+       "      <td>3443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259471</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N556UW</td>\n",
+       "      <td>1127</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259472</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N323NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N855MQ</td>\n",
+       "      <td>3556</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259476</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N621JB</td>\n",
+       "      <td>669</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJC</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>383.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>370.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36444</td>\n",
+       "      <td>1037</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N932WN</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N557UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259481</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>479.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>475.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N967DL</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N500MQ</td>\n",
+       "      <td>3660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N153PQ</td>\n",
+       "      <td>5092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37287</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N684WN</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N819UA</td>\n",
+       "      <td>291</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259490</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N79279</td>\n",
+       "      <td>1532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N912DE</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N704US</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>391.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>1516</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>381.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>412.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N307JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>3832</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N68453</td>\n",
+       "      <td>1244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3761R</td>\n",
+       "      <td>245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13979</td>\n",
+       "      <td>4351</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10156</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14171</td>\n",
+       "      <td>4453</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N23139</td>\n",
+       "      <td>5804</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259504</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N570JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N81449</td>\n",
+       "      <td>1266</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N326NB</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3429</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N564JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N794JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N29717</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N562JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75428</td>\n",
+       "      <td>1451</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259516</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>634.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N640VA</td>\n",
+       "      <td>411</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3749D</td>\n",
+       "      <td>1629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>432.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>433.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N845VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3470</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N508JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259523</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N746JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259524</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N54711</td>\n",
+       "      <td>1142</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>576.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>551.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N988AT</td>\n",
+       "      <td>349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>413.0</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>420.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N639VA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>686</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N631VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N983DL</td>\n",
+       "      <td>1247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>2002</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N615JB</td>\n",
+       "      <td>623</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>510.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N571JB</td>\n",
+       "      <td>839</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>809.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>934.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N496AA</td>\n",
+       "      <td>305</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>837.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1114.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N547JB</td>\n",
+       "      <td>453</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>842.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N653JB</td>\n",
+       "      <td>683</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>921.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18102</td>\n",
+       "      <td>4380</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>942.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1246.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N796JB</td>\n",
+       "      <td>901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>946.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1149.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N562UW</td>\n",
+       "      <td>1831</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>948.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1156.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3507</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259916</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>957.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1216.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11187</td>\n",
+       "      <td>4407</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1001.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1159.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4519</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AVL</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>583</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1012.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77431</td>\n",
+       "      <td>1232</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1018.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1241.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N715JB</td>\n",
+       "      <td>189</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259949</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1037.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1148.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87531</td>\n",
+       "      <td>1586</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1115.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N821JB</td>\n",
+       "      <td>5</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259984</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1356.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>411</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259985</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1127.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>116</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259987</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1129.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N476UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1334.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>1273</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1148.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N510UW</td>\n",
+       "      <td>196</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260015</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1203.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N835VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260025</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1217.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>483</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260031</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>34</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260035</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1238.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N522VA</td>\n",
+       "      <td>187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260050</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8971A</td>\n",
+       "      <td>4065</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>659</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260061</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N565JB</td>\n",
+       "      <td>53</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260063</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1309.0</td>\n",
+       "      <td>409.0</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>389.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N391CA</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260077</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3658</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260080</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N851NW</td>\n",
+       "      <td>1443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260092</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>2502</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260107</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N105UW</td>\n",
+       "      <td>931</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260112</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N127UW</td>\n",
+       "      <td>1014</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260115</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N161UW</td>\n",
+       "      <td>1459</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260118</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N939LR</td>\n",
+       "      <td>2651</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260125</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>2602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>286</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260160</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N68453</td>\n",
+       "      <td>1593</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260164</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N718TW</td>\n",
+       "      <td>1565</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N754EV</td>\n",
+       "      <td>5132</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260166</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13716</td>\n",
+       "      <td>1163</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260174</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76519</td>\n",
+       "      <td>1108</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260181</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N592JB</td>\n",
+       "      <td>41</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260184</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N653JB</td>\n",
+       "      <td>1883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260188</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>3670</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260216</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5273</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14102</td>\n",
+       "      <td>1130</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N805JB</td>\n",
+       "      <td>325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N568JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N397AA</td>\n",
+       "      <td>1769</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11106</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3588</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N526UA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>118</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260283</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N742PS</td>\n",
+       "      <td>1899</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>477</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14231</td>\n",
+       "      <td>1285</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39415</td>\n",
+       "      <td>1037</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260335</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N796JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3440</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>3556</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N525UA</td>\n",
+       "      <td>580</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N648JB</td>\n",
+       "      <td>423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N507AY</td>\n",
+       "      <td>17</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N414UA</td>\n",
+       "      <td>608</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260386</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>1119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N491WN</td>\n",
+       "      <td>2625</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260395</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>5461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13750</td>\n",
+       "      <td>1273</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N602SW</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13716</td>\n",
+       "      <td>1625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N583JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N211FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77296</td>\n",
+       "      <td>1437</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N476UA</td>\n",
+       "      <td>566</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N188DN</td>\n",
+       "      <td>17</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N374JB</td>\n",
+       "      <td>1516</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N705JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>86</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260463</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N721MQ</td>\n",
+       "      <td>3411</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87512</td>\n",
+       "      <td>1442</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N851VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>3486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260482</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38459</td>\n",
+       "      <td>1141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N513UA</td>\n",
+       "      <td>212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>-1.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3751B</td>\n",
+       "      <td>1629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N565UA</td>\n",
+       "      <td>506</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76529</td>\n",
+       "      <td>1532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N529VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>3591</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N565JB</td>\n",
+       "      <td>71</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N316JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N830MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N840VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N79402</td>\n",
+       "      <td>1555</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>1083</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260557</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>686</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260559</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N623VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260564</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N646JB</td>\n",
+       "      <td>135</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18114</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38454</td>\n",
+       "      <td>1451</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N547JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N510JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260577</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N715JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N197JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260580</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N632JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N999DN</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N374JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N805JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N627JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260659</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8960A</td>\n",
+       "      <td>3807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260661</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>486</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260663</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>450.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>745</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PSE</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1617</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>432.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N930DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260788</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>736.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>924.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>3351</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>825.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1051.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>4137</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>854.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1058.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12167</td>\n",
+       "      <td>4166</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>902.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N531JB</td>\n",
+       "      <td>683</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>911.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1147.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N641VA</td>\n",
+       "      <td>183</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>933.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1034.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3521</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>933.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8525B</td>\n",
+       "      <td>3879</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260936</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>943.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1249.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>948.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FEAA</td>\n",
+       "      <td>2267</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1013.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76529</td>\n",
+       "      <td>1199</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>260975</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1027.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1249.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5109</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8928A</td>\n",
+       "      <td>4122</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MVY</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>173</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261039</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N591JB</td>\n",
+       "      <td>53</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1155.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261059</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8907A</td>\n",
+       "      <td>3608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261061</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1224.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N836AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1224.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>483</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261064</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1227.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N625VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261065</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1228.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24211</td>\n",
+       "      <td>1740</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261071</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1233.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N435UA</td>\n",
+       "      <td>700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261075</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1524.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N524VA</td>\n",
+       "      <td>187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>3838</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261133</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36247</td>\n",
+       "      <td>1248</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1341.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JHAA</td>\n",
+       "      <td>739</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261140</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N738MQ</td>\n",
+       "      <td>3404</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261167</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N643JB</td>\n",
+       "      <td>213</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261205</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8598B</td>\n",
+       "      <td>4097</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N426UA</td>\n",
+       "      <td>744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N820AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N79521</td>\n",
+       "      <td>1593</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261279</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N758US</td>\n",
+       "      <td>2179</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N531JB</td>\n",
+       "      <td>1883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N919AT</td>\n",
+       "      <td>349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N548US</td>\n",
+       "      <td>451</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57439</td>\n",
+       "      <td>1151</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N625JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N386AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N952UW</td>\n",
+       "      <td>1607</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>96</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N938DL</td>\n",
+       "      <td>847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261354</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N929DL</td>\n",
+       "      <td>1982</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N178DZ</td>\n",
+       "      <td>843</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N188US</td>\n",
+       "      <td>802</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N608QX</td>\n",
+       "      <td>5091</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N824AY</td>\n",
+       "      <td>4013</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>5841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261419</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N614QX</td>\n",
+       "      <td>5601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5BTAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11165</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8588D</td>\n",
+       "      <td>4115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16561</td>\n",
+       "      <td>5824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N836MQ</td>\n",
+       "      <td>3411</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>5812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N354NW</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>3841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N402WN</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N406WN</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>3854</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N644DL</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>4187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261463</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3310</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261465</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N329AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N591JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N314NB</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N362NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37466</td>\n",
+       "      <td>1141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N447UA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N530UA</td>\n",
+       "      <td>483</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N525MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>803</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N756SA</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261504</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N990DL</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N318AT</td>\n",
+       "      <td>771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N847VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GHAA</td>\n",
+       "      <td>779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33294</td>\n",
+       "      <td>1595</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N838UA</td>\n",
+       "      <td>515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N340NW</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N502UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N547AA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3429</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14180</td>\n",
+       "      <td>4209</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TVC</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>644</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N523VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261552</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14568</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N805JB</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261559</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N25134</td>\n",
+       "      <td>4453</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N557UA</td>\n",
+       "      <td>769</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261566</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12238</td>\n",
+       "      <td>1259</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12167</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N624AG</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N53441</td>\n",
+       "      <td>1555</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N846MQ</td>\n",
+       "      <td>3402</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TVC</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>655</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N606LR</td>\n",
+       "      <td>5454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261577</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11140</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N846VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261579</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76526</td>\n",
+       "      <td>1481</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261585</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N135EV</td>\n",
+       "      <td>5092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N877AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KFAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261589</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N320AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>3573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261592</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N980DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261594</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8646A</td>\n",
+       "      <td>4218</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N794SW</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N383DN</td>\n",
+       "      <td>2065</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24706</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77430</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N991AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11109</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76522</td>\n",
+       "      <td>1682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8710A</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N847UA</td>\n",
+       "      <td>385</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N662JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N641JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3762Y</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N907DE</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12160</td>\n",
+       "      <td>4678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261623</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N630JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N815MQ</td>\n",
+       "      <td>3621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>5804</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8976E</td>\n",
+       "      <td>4079</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14186</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12172</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3470</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N329NB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>3832</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261636</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4351</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N607JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261639</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N649JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12126</td>\n",
+       "      <td>3830</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261642</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>718</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261661</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>625.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N662JB</td>\n",
+       "      <td>839</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261662</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>633.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>745</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PSE</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1617</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>705.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>800.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N929WN</td>\n",
+       "      <td>2043</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>731.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>950.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N767SW</td>\n",
+       "      <td>64</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>810.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N503JB</td>\n",
+       "      <td>453</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>823.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1101.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N18243</td>\n",
+       "      <td>1673</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>930.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1233.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N845VA</td>\n",
+       "      <td>183</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1011.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1118.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>3817</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>143</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261913</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1012.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8501F</td>\n",
+       "      <td>4105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1024.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N200PQ</td>\n",
+       "      <td>5222</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1044.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N930DL</td>\n",
+       "      <td>2379</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1100.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11107</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N559AA</td>\n",
+       "      <td>325</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>261993</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1227.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N988DL</td>\n",
+       "      <td>1847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8977A</td>\n",
+       "      <td>3910</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1501.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14162</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262025</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1303.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4510</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>5795</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N353NB</td>\n",
+       "      <td>2219</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262049</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N501MQ</td>\n",
+       "      <td>3546</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262052</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N965DL</td>\n",
+       "      <td>954</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>3340</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262068</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YPAA</td>\n",
+       "      <td>1033</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262072</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262075</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>4552</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262085</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>5797</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262103</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>5840</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262126</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N912DE</td>\n",
+       "      <td>781</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4420</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34282</td>\n",
+       "      <td>1297</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N824AW</td>\n",
+       "      <td>688</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262164</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N759EV</td>\n",
+       "      <td>5299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262166</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>3678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262175</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N901DE</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FEAA</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N929WN</td>\n",
+       "      <td>2269</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N941DL</td>\n",
+       "      <td>1982</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N832AY</td>\n",
+       "      <td>3973</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>288</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8688C</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14171</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XVAA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262253</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5058</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N329NW</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262264</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N794JB</td>\n",
+       "      <td>423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N625JB</td>\n",
+       "      <td>283</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39415</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>117</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262293</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8501F</td>\n",
+       "      <td>4101</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N633VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8751D</td>\n",
+       "      <td>4013</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17233</td>\n",
+       "      <td>1593</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GNAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37253</td>\n",
+       "      <td>1618</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262318</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N724UW</td>\n",
+       "      <td>1004</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FSAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N554JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3756</td>\n",
+       "      <td>569</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262334</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N604QX</td>\n",
+       "      <td>4949</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>461</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N213WN</td>\n",
+       "      <td>2115</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N909DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N689DL</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N990DL</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N826UA</td>\n",
+       "      <td>996</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8905F</td>\n",
+       "      <td>3615</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N534MQ</td>\n",
+       "      <td>3134</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262367</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N478UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N662JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N168AT</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>1202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N633JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CMAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4121</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N126UW</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N562JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N847UA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N364NW</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N418UA</td>\n",
+       "      <td>675</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N940DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35271</td>\n",
+       "      <td>1615</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WMAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262410</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3747D</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>3591</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N899AT</td>\n",
+       "      <td>623</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262419</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FPAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N793JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N202FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12924</td>\n",
+       "      <td>4645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N715JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N921DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17229</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>618</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262442</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14162</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N503JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N318NB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N856MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N652JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N805JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>633.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>828</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N358JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262471</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>447.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N521JB</td>\n",
+       "      <td>839</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>856.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1035.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21197</td>\n",
+       "      <td>4424</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262686</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1220.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N480UA</td>\n",
+       "      <td>743</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>943.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>4998</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262723</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1018.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N33182</td>\n",
+       "      <td>4262</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1025.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>1</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262744</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1052.0</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N8305E</td>\n",
+       "      <td>273</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1129.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N530MQ</td>\n",
+       "      <td>3689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1155.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1324.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>5299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N809JB</td>\n",
+       "      <td>1</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1212.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1349.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12172</td>\n",
+       "      <td>4711</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1223.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>925</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1303.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N435UA</td>\n",
+       "      <td>208</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262897</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N571JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NB</td>\n",
+       "      <td>874</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>262912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N568JB</td>\n",
+       "      <td>1639</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263031</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4201</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263043</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>3493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24211</td>\n",
+       "      <td>1695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263053</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8980A</td>\n",
+       "      <td>3793</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N386AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3752</td>\n",
+       "      <td>4</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263102</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5432</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N649JB</td>\n",
+       "      <td>543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263115</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3440</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263123</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3341</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263141</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N331NB</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263164</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263169</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12172</td>\n",
+       "      <td>4678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263172</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N368NB</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263188</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N604MQ</td>\n",
+       "      <td>3216</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37419</td>\n",
+       "      <td>1266</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N597UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N263AV</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263214</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N565UA</td>\n",
+       "      <td>207</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N921DL</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263228</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N659JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263257</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>3827</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>602</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263279</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>3486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N621AA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14991</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N523UA</td>\n",
+       "      <td>212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N910XJ</td>\n",
+       "      <td>3472</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N524JB</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N656JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N815MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>1505</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ABQ</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1826</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16911</td>\n",
+       "      <td>6120</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4645</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263367</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N604QX</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3771K</td>\n",
+       "      <td>245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N646JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263378</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N504JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263386</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N521UA</td>\n",
+       "      <td>490</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N760JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N662JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5169</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>924.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1059.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N738MQ</td>\n",
+       "      <td>3478</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1015.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N470UA</td>\n",
+       "      <td>319</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1102.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1251.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>5109</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EKAA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N991AT</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>263985</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N960AT</td>\n",
+       "      <td>349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KEAA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264118</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BHAA</td>\n",
+       "      <td>1750</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16732</td>\n",
+       "      <td>1661</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N151UW</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16183</td>\n",
+       "      <td>4678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264220</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>3841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264230</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3740C</td>\n",
+       "      <td>569</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264249</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N621AA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264255</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3440</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264269</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N371NB</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N923XJ</td>\n",
+       "      <td>3472</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264334</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N589JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264335</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N954DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N446UA</td>\n",
+       "      <td>260</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N988AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N760JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N6EAMQ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3470</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N809UA</td>\n",
+       "      <td>329</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>362.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FYAA</td>\n",
+       "      <td>119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>486</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>718</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264524</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>721.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>950.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N468UA</td>\n",
+       "      <td>367</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264611</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>831.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1024.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N479UA</td>\n",
+       "      <td>311</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>852.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1118.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N682DA</td>\n",
+       "      <td>1547</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264670</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>933.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N319NB</td>\n",
+       "      <td>1157</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264701</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1007.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N358NB</td>\n",
+       "      <td>874</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1008.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N508UA</td>\n",
+       "      <td>397</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1041.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N962DL</td>\n",
+       "      <td>2379</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1130.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1245.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4711</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>586</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1144.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1243.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N337NB</td>\n",
+       "      <td>867</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264837</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1257.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GMAA</td>\n",
+       "      <td>2147</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1259.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N615JB</td>\n",
+       "      <td>5</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N844UA</td>\n",
+       "      <td>255</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264869</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N427UA</td>\n",
+       "      <td>405</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1356.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1524.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N812MQ</td>\n",
+       "      <td>3361</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>5817</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N201AA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N627JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264964</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11189</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264977</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N643JB</td>\n",
+       "      <td>1883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264978</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N337NB</td>\n",
+       "      <td>2043</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264988</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N721UW</td>\n",
+       "      <td>2179</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>1639</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265072</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>117</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N371DA</td>\n",
+       "      <td>2280</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265095</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N482AA</td>\n",
+       "      <td>2223</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265120</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N723TW</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75428</td>\n",
+       "      <td>1556</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>367.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N983DL</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N554JB</td>\n",
+       "      <td>283</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N398CA</td>\n",
+       "      <td>5509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265155</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N815MQ</td>\n",
+       "      <td>3556</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N939DL</td>\n",
+       "      <td>1982</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265175</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N562JB</td>\n",
+       "      <td>167</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N358AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265181</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>803</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265187</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265188</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N789SW</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38446</td>\n",
+       "      <td>1712</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EHAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N432WN</td>\n",
+       "      <td>625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265226</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N535JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265227</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N374DA</td>\n",
+       "      <td>569</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N521VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265257</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N844VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N537JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N534MQ</td>\n",
+       "      <td>3134</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3472</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>1202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>2302</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N712JB</td>\n",
+       "      <td>1083</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265354</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N591JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N489UA</td>\n",
+       "      <td>436</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N417WN</td>\n",
+       "      <td>579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N623VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N950AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N632JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>718</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>440.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N659JB</td>\n",
+       "      <td>1503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8800G</td>\n",
+       "      <td>4079</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>551.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N585JB</td>\n",
+       "      <td>745</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PSE</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1617</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>804.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1012.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>4122</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>824.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N402UA</td>\n",
+       "      <td>770</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>918.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1042.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>885</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265690</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1003.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1251.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N566JB</td>\n",
+       "      <td>5</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265700</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1017.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76265</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1020.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1253.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N845VA</td>\n",
+       "      <td>183</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265721</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1034.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36447</td>\n",
+       "      <td>1232</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1110.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N518UA</td>\n",
+       "      <td>642</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265758</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1130.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N522MQ</td>\n",
+       "      <td>3689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N528VA</td>\n",
+       "      <td>187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1203.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17245</td>\n",
+       "      <td>1740</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1524.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N342NB</td>\n",
+       "      <td>1903</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1230.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265817</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1245.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>1408.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>4537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1251.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>34</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1334.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>2502</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265862</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N605QX</td>\n",
+       "      <td>5273</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8698A</td>\n",
+       "      <td>3608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1349.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XUAA</td>\n",
+       "      <td>743</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265894</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1414.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N176DZ</td>\n",
+       "      <td>863</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38451</td>\n",
+       "      <td>1708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265910</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>5817</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N0EGMQ</td>\n",
+       "      <td>3678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1501.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N320NB</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265981</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N668AW</td>\n",
+       "      <td>688</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265986</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1534.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N441UA</td>\n",
+       "      <td>744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N608QX</td>\n",
+       "      <td>4978</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266020</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8968E</td>\n",
+       "      <td>3969</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266027</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266051</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N536UA</td>\n",
+       "      <td>996</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14242</td>\n",
+       "      <td>1744</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266073</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N522MQ</td>\n",
+       "      <td>3199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266093</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N338AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266102</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78285</td>\n",
+       "      <td>1217</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266105</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N551UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266118</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N909DE</td>\n",
+       "      <td>847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266144</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>5091</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N308DE</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266164</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N472UA</td>\n",
+       "      <td>556</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266169</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3310</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23708</td>\n",
+       "      <td>1661</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266172</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>3854</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N812AY</td>\n",
+       "      <td>3793</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266175</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N642DL</td>\n",
+       "      <td>451</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8884E</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>5812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7734H</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N652JB</td>\n",
+       "      <td>167</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N944UW</td>\n",
+       "      <td>2138</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266217</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N21108</td>\n",
+       "      <td>1675</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N812UA</td>\n",
+       "      <td>503</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N717TW</td>\n",
+       "      <td>1543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3736C</td>\n",
+       "      <td>569</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EHAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N833AY</td>\n",
+       "      <td>4245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N510JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N342NB</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N949DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N526JB</td>\n",
+       "      <td>1083</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N624AG</td>\n",
+       "      <td>1643</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EVAA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N608QX</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N336NW</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N851MQ</td>\n",
+       "      <td>3573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N964DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>4351</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N522MQ</td>\n",
+       "      <td>3384</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>3603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3757D</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N712JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266382</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5169</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>2002</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>3832</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>718</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N707TW</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>486</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N657JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>611.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>839</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>647.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N649JB</td>\n",
+       "      <td>1503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>731.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1030.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N516JB</td>\n",
+       "      <td>929</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>850.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1056.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N680DA</td>\n",
+       "      <td>1547</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>935.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1055.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>2702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1025.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73275</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266726</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1045.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>5109</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1056.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N321NB</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1058.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1357.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N319NB</td>\n",
+       "      <td>874</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1341.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N624AG</td>\n",
+       "      <td>1765</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N604QX</td>\n",
+       "      <td>4998</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1216.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5273</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266817</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1349.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N931DL</td>\n",
+       "      <td>2219</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1339.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N957DL</td>\n",
+       "      <td>2098</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N470UA</td>\n",
+       "      <td>279</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N516JB</td>\n",
+       "      <td>213</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N493AA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>308</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266983</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N905DL</td>\n",
+       "      <td>1902</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266996</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>6049</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267000</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24128</td>\n",
+       "      <td>4111</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>4978</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267012</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N836UA</td>\n",
+       "      <td>314</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267013</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GSAA</td>\n",
+       "      <td>779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11189</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267043</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N539MQ</td>\n",
+       "      <td>3199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267078</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N518LR</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267081</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N622MQ</td>\n",
+       "      <td>3075</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267086</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267090</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N967DL</td>\n",
+       "      <td>847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267121</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N397AA</td>\n",
+       "      <td>1769</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267122</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N915DE</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267123</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3747D</td>\n",
+       "      <td>31</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N322NB</td>\n",
+       "      <td>1473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DYAA</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267141</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267144</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CRAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267145</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N746JB</td>\n",
+       "      <td>167</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267157</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3738B</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267172</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FPAA</td>\n",
+       "      <td>221</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N974DL</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267187</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N431WN</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N359NW</td>\n",
+       "      <td>2383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N310NW</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267193</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FJAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267201</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33294</td>\n",
+       "      <td>1442</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267203</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N642DL</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267209</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3764D</td>\n",
+       "      <td>2370</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267210</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267222</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N538UW</td>\n",
+       "      <td>1973</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N744SW</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267229</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>669</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJC</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267230</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N920DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>3349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N529JB</td>\n",
+       "      <td>263</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N920DE</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N503JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N515UA</td>\n",
+       "      <td>506</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267249</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>1202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N649JB</td>\n",
+       "      <td>283</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267252</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N944UW</td>\n",
+       "      <td>2140</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N369NB</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267255</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N339NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23707</td>\n",
+       "      <td>1142</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N537UA</td>\n",
+       "      <td>268</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N327NW</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13132</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267269</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N261AT</td>\n",
+       "      <td>771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N467WN</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N336NW</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N544AA</td>\n",
+       "      <td>363</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267283</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N396DA</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EGAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N832UA</td>\n",
+       "      <td>462</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267293</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CMAA</td>\n",
+       "      <td>361</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73276</td>\n",
+       "      <td>1244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N926DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N957UW</td>\n",
+       "      <td>2142</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>6120</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>396.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>371.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FNAA</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17730</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N971AT</td>\n",
+       "      <td>778</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N154UW</td>\n",
+       "      <td>1473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N938AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N535JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>3603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N589JB</td>\n",
+       "      <td>225</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N748UW</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N805JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8800G</td>\n",
+       "      <td>4218</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N309JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>3604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N983DL</td>\n",
+       "      <td>975</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3740C</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3730B</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8532G</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N368JB</td>\n",
+       "      <td>686</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267344</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>71</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N470AA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N929DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33714</td>\n",
+       "      <td>1128</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N769US</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N936WN</td>\n",
+       "      <td>579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39416</td>\n",
+       "      <td>1555</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N606JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N570JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N525MQ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11189</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267367</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N564JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N524JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267371</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N562JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5258</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N761ND</td>\n",
+       "      <td>5169</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17138</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>407.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37465</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N519JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N325US</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>619.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N526JB</td>\n",
+       "      <td>1503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>405.0</td>\n",
+       "      <td>505.0</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N929DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>741.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1023.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38467</td>\n",
+       "      <td>1701</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>816.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1010.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N812UA</td>\n",
+       "      <td>699</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>906.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1058.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3507</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267666</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>924.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N535JB</td>\n",
+       "      <td>683</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>933.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1155.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N456UA</td>\n",
+       "      <td>311</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1026.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FTAA</td>\n",
+       "      <td>1357</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1040.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1149.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5463</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11199</td>\n",
+       "      <td>5806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1137.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1247.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8847A</td>\n",
+       "      <td>3608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1147.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N537UA</td>\n",
+       "      <td>387</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AAAA</td>\n",
+       "      <td>719</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24702</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N826AY</td>\n",
+       "      <td>4097</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267878</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N727TW</td>\n",
+       "      <td>863</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267897</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>1101</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267910</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>5132</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>5817</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267980</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N519JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N566JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N505UA</td>\n",
+       "      <td>580</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267996</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268000</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>6049</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268004</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13979</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N440UA</td>\n",
+       "      <td>744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N535JB</td>\n",
+       "      <td>1883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>6002</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268060</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N375DA</td>\n",
+       "      <td>31</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N324AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11544</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268075</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N422UA</td>\n",
+       "      <td>566</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268077</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268084</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268117</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268124</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>5841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>3854</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8847A</td>\n",
+       "      <td>3932</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268150</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>283</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268159</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N183DN</td>\n",
+       "      <td>843</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268167</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4213</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N554UW</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>803</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268182</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11109</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268183</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>5824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268184</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N376AA</td>\n",
+       "      <td>1769</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268187</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11199</td>\n",
+       "      <td>4187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268209</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N308AT</td>\n",
+       "      <td>771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DNAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N434WN</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268229</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24729</td>\n",
+       "      <td>1455</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N562UA</td>\n",
+       "      <td>253</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>3486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78509</td>\n",
+       "      <td>1442</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N546MQ</td>\n",
+       "      <td>3622</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>1801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268264</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>263</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N536UW</td>\n",
+       "      <td>1897</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N327NW</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8886A</td>\n",
+       "      <td>4059</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>549</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N336NB</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N535UA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13718</td>\n",
+       "      <td>1116</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3301</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268279</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N997AT</td>\n",
+       "      <td>778</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YHAA</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268288</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37464</td>\n",
+       "      <td>1555</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14180</td>\n",
+       "      <td>4209</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TVC</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>644</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N512MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268293</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>3385</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N920DL</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N336NW</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N228PQ</td>\n",
+       "      <td>5454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N435UA</td>\n",
+       "      <td>436</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N909DE</td>\n",
+       "      <td>975</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268315</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14704</td>\n",
+       "      <td>1695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>3591</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17169</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>1083</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N947UW</td>\n",
+       "      <td>2142</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>5804</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>3662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N146PQ</td>\n",
+       "      <td>5092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8971A</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268344</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>6120</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N652SW</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N831AY</td>\n",
+       "      <td>4218</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11107</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N826UA</td>\n",
+       "      <td>385</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73291</td>\n",
+       "      <td>1692</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268360</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N562JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N982AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268367</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N759EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3470</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N909EV</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N603JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268378</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N649JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N826AY</td>\n",
+       "      <td>4079</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N653JB</td>\n",
+       "      <td>135</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>506.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N591JB</td>\n",
+       "      <td>1503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>800.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1118.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>4122</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>831.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1058.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N406UA</td>\n",
+       "      <td>245</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>911.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1042.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>885</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>921.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1105.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>3825</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268626</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>937.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1114.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3521</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1031.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1247.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XEAA</td>\n",
+       "      <td>1223</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1034.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13903</td>\n",
+       "      <td>3854</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1043.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1319.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N929DL</td>\n",
+       "      <td>1885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1053.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1251.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>4998</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1055.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3644</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1230.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268705</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N834AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1145.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N135EV</td>\n",
+       "      <td>5222</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268765</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1257.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N759EV</td>\n",
+       "      <td>4974</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N912DL</td>\n",
+       "      <td>2098</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1501.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>3305</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268894</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N525MQ</td>\n",
+       "      <td>3461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N928MQ</td>\n",
+       "      <td>2815</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268955</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3622</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3735D</td>\n",
+       "      <td>1394</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>268998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N649MQ</td>\n",
+       "      <td>3075</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269003</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N691MQ</td>\n",
+       "      <td>2793</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269020</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N409WN</td>\n",
+       "      <td>2269</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269027</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N915DL</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4651</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39297</td>\n",
+       "      <td>1556</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269042</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N173DZ</td>\n",
+       "      <td>843</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269050</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XSAA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N121UW</td>\n",
+       "      <td>1543</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269056</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N913DL</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N502UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N225WN</td>\n",
+       "      <td>2115</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269080</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N618DL</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269085</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269093</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3760C</td>\n",
+       "      <td>569</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269094</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N457UA</td>\n",
+       "      <td>387</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269095</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N546MQ</td>\n",
+       "      <td>3301</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269096</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73276</td>\n",
+       "      <td>1177</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269102</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269110</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N314NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269117</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N421UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269119</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N981AT</td>\n",
+       "      <td>623</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N53441</td>\n",
+       "      <td>1152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3752</td>\n",
+       "      <td>245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269133</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CFAA</td>\n",
+       "      <td>361</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N79521</td>\n",
+       "      <td>1602</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3429</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269141</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N498UA</td>\n",
+       "      <td>675</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269145</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77261</td>\n",
+       "      <td>1116</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269150</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AUAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N950DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269155</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N721MQ</td>\n",
+       "      <td>3591</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269162</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N299AT</td>\n",
+       "      <td>645</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269166</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N851MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N534MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269175</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>1013</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N570UA</td>\n",
+       "      <td>994</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269187</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N415UA</td>\n",
+       "      <td>423</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269210</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N763JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269213</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N991DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>927.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1025.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N851MQ</td>\n",
+       "      <td>3370</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1020.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1157.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N135EV</td>\n",
+       "      <td>5222</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1052.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3644</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>762</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1217.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N554NW</td>\n",
+       "      <td>1647</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1241.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3521</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3319</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N856MQ</td>\n",
+       "      <td>3361</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269700</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>4974</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1534.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N539MQ</td>\n",
+       "      <td>3669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N721MQ</td>\n",
+       "      <td>3572</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4336</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>580.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>645.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EMAA</td>\n",
+       "      <td>1895</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N657MQ</td>\n",
+       "      <td>2815</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N441WN</td>\n",
+       "      <td>1939</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N909EV</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269862</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N595UA</td>\n",
+       "      <td>841</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N715JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269869</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N554UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N152UW</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269897</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>5940</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>5432</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269904</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5BYAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269913</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N337AT</td>\n",
+       "      <td>771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>3833</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13979</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N447UA</td>\n",
+       "      <td>377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N398CA</td>\n",
+       "      <td>5461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N717TW</td>\n",
+       "      <td>1543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15574</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34455</td>\n",
+       "      <td>1712</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N965DL</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N275WN</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N638JB</td>\n",
+       "      <td>263</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269973</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8718E</td>\n",
+       "      <td>3807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269986</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FNAA</td>\n",
+       "      <td>221</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269989</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N645MQ</td>\n",
+       "      <td>3216</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269993</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JXAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>269995</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N315NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270004</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N958UW</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270006</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N389DA</td>\n",
+       "      <td>2370</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270008</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3767</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270009</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3747D</td>\n",
+       "      <td>569</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270010</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N911DE</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N749US</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270021</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36476</td>\n",
+       "      <td>1122</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270022</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CAAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270025</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N9EAMQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N312US</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N673DL</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270035</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N751UW</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N849MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270040</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270044</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>3662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270051</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270053</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11155</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N970DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270055</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N589JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270061</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N420UA</td>\n",
+       "      <td>664</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270064</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>3603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270065</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N416UA</td>\n",
+       "      <td>604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270068</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3764D</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270069</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N931DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270071</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N170US</td>\n",
+       "      <td>1857</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270073</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23708</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N717MQ</td>\n",
+       "      <td>3573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270075</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N353NB</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270076</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N346NB</td>\n",
+       "      <td>2142</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270077</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N657JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270078</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26545</td>\n",
+       "      <td>3827</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>602</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N133EV</td>\n",
+       "      <td>4969</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270081</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270083</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270085</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N954DL</td>\n",
+       "      <td>1247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270086</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N552JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8488D</td>\n",
+       "      <td>4218</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270093</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270094</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N916DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270095</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13132</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270098</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37420</td>\n",
+       "      <td>1439</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270099</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11193</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270101</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N851MQ</td>\n",
+       "      <td>3621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270102</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N539MQ</td>\n",
+       "      <td>3660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270103</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270104</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270107</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14237</td>\n",
+       "      <td>1615</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N375DA</td>\n",
+       "      <td>2065</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N993AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270110</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8588D</td>\n",
+       "      <td>4079</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270111</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270112</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N399DA</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270113</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270115</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270117</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>5169</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270140</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270141</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N646JB</td>\n",
+       "      <td>623</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27213</td>\n",
+       "      <td>1241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270143</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N235WN</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270145</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38473</td>\n",
+       "      <td>1682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270146</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N374JB</td>\n",
+       "      <td>2002</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>441.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N529JB</td>\n",
+       "      <td>1203</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>486</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>483.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>463.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270150</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4498</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270151</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>380.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N352NB</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>427.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>365.0</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N969AT</td>\n",
+       "      <td>778</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>520.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N641JB</td>\n",
+       "      <td>839</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270155</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>404.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4351</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270156</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>526.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N591JB</td>\n",
+       "      <td>1503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270157</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>705.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>845.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5068</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270367</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>835.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1111.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N654DL</td>\n",
+       "      <td>1547</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>845.0</td>\n",
+       "      <td>1005.0</td>\n",
+       "      <td>1044.0</td>\n",
+       "      <td>989.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N665MQ</td>\n",
+       "      <td>3075</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1008.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N193JB</td>\n",
+       "      <td>2280</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1011.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N587UA</td>\n",
+       "      <td>589</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1017.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1207.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N163US</td>\n",
+       "      <td>1831</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N639JB</td>\n",
+       "      <td>403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1256.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1303.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N389DA</td>\n",
+       "      <td>1174</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270589</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1303.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3762Y</td>\n",
+       "      <td>2319</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1306.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N329NB</td>\n",
+       "      <td>1006</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270616</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8560F</td>\n",
+       "      <td>3611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>3230</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13132</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270639</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N341NB</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N66056</td>\n",
+       "      <td>15</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>587.0</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N531JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270666</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N565JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14105</td>\n",
+       "      <td>4193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N766US</td>\n",
+       "      <td>2177</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270712</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1524.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N430UA</td>\n",
+       "      <td>215</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N746JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N877AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>406.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N665JB</td>\n",
+       "      <td>127</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N6714Q</td>\n",
+       "      <td>451</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14168</td>\n",
+       "      <td>6002</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N917DN</td>\n",
+       "      <td>847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12195</td>\n",
+       "      <td>4336</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N539MQ</td>\n",
+       "      <td>3622</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270788</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N447WN</td>\n",
+       "      <td>2261</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>283</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>3854</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N633VA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270804</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N523UA</td>\n",
+       "      <td>207</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270810</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N847UA</td>\n",
+       "      <td>608</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N316US</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N307DQ</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N416UA</td>\n",
+       "      <td>556</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3400</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>745</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270818</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DTAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N758SW</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JTAA</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N669MQ</td>\n",
+       "      <td>3216</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16147</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>212</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N575UA</td>\n",
+       "      <td>278</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N517AA</td>\n",
+       "      <td>1507</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FKAA</td>\n",
+       "      <td>221</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KMAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N429WN</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N577UA</td>\n",
+       "      <td>483</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270843</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N344AA</td>\n",
+       "      <td>1769</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37474</td>\n",
+       "      <td>1151</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270845</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N294JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>4187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N661JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270852</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N361NW</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13979</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>5841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270857</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17185</td>\n",
+       "      <td>4678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270858</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3310</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8971A</td>\n",
+       "      <td>3932</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270862</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37470</td>\n",
+       "      <td>1141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N969AT</td>\n",
+       "      <td>721</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75433</td>\n",
+       "      <td>1100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N530MQ</td>\n",
+       "      <td>3694</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N365NW</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270868</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>5824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270869</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N502UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N652JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N347NW</td>\n",
+       "      <td>2383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270872</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3758Y</td>\n",
+       "      <td>245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N595UA</td>\n",
+       "      <td>535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78448</td>\n",
+       "      <td>1684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270876</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N398DA</td>\n",
+       "      <td>569</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270877</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N361NB</td>\n",
+       "      <td>1473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270878</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N554UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37437</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N744P</td>\n",
+       "      <td>1899</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N800AY</td>\n",
+       "      <td>3807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N621JB</td>\n",
+       "      <td>167</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EHAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N779SW</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3753</td>\n",
+       "      <td>31</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CAAA</td>\n",
+       "      <td>1901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270891</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N805JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23708</td>\n",
+       "      <td>1625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77258</td>\n",
+       "      <td>1666</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270894</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N849MQ</td>\n",
+       "      <td>3365</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YTAA</td>\n",
+       "      <td>773</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73283</td>\n",
+       "      <td>1424</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270897</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N749US</td>\n",
+       "      <td>2179</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270898</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4511</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>71</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N431WN</td>\n",
+       "      <td>625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270902</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N533UA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N696DL</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270904</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EPAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>5509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N564JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N829UA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N406UA</td>\n",
+       "      <td>685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N377NW</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270910</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>86</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N331NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270913</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N655JB</td>\n",
+       "      <td>669</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJC</td>\n",
+       "      <td>358.0</td>\n",
+       "      <td>2569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N329NB</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N535JB</td>\n",
+       "      <td>263</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270916</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3472</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N324AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270919</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N827JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N320AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N844MH</td>\n",
+       "      <td>843</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N310NW</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87527</td>\n",
+       "      <td>1244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N544AA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N568JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73406</td>\n",
+       "      <td>1555</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3448</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N906MQ</td>\n",
+       "      <td>3044</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14568</td>\n",
+       "      <td>3841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33209</td>\n",
+       "      <td>1533</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>225</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N838VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17730</td>\n",
+       "      <td>1116</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270936</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N72405</td>\n",
+       "      <td>1292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N671DN</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>686</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N197PQ</td>\n",
+       "      <td>5092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N641JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>1119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EXAA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270943</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N784JB</td>\n",
+       "      <td>1505</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ABQ</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>1826</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270946</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N645MQ</td>\n",
+       "      <td>2949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39726</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270948</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37434</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270949</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N712JB</td>\n",
+       "      <td>1013</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N923XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N505UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3743H</td>\n",
+       "      <td>2065</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270955</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N911DE</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270956</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N813UA</td>\n",
+       "      <td>243</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GEAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N825UA</td>\n",
+       "      <td>301</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>383.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3341</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N823MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18101</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270963</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270964</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N531JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270965</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N606JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270966</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27733</td>\n",
+       "      <td>1187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8928A</td>\n",
+       "      <td>4245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N378DA</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NW</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270972</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N621VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270973</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N527VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N729JB</td>\n",
+       "      <td>1083</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270975</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N877AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270976</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N190DN</td>\n",
+       "      <td>2363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270977</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N854UA</td>\n",
+       "      <td>994</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270980</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N587UA</td>\n",
+       "      <td>212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270981</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N375DA</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270982</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270983</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37255</td>\n",
+       "      <td>1692</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270984</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73275</td>\n",
+       "      <td>1740</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270985</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3385</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270987</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>898.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>895.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N6716C</td>\n",
+       "      <td>2047</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270988</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N648JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270989</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N529UA</td>\n",
+       "      <td>543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N852VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270991</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N960DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270993</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>369.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>393.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N649AW</td>\n",
+       "      <td>681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270994</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270995</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270996</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N505JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270997</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12567</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N368JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>270999</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16217</td>\n",
+       "      <td>1439</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271000</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N402UA</td>\n",
+       "      <td>260</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>3443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271002</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13132</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271003</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N392DA</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271004</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N659JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14105</td>\n",
+       "      <td>5804</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271006</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N987AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271008</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271009</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N364NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271010</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14198</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N751SW</td>\n",
+       "      <td>579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271012</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271013</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N809JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7734H</td>\n",
+       "      <td>542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>400.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N653JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271140</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271145</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271146</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>718</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>738.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>859.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N5PBMQ</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>750.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>930.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>824.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1124.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N578UA</td>\n",
+       "      <td>226</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>827.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1015.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N297WN</td>\n",
+       "      <td>526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>828.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>927.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N374JB</td>\n",
+       "      <td>318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>837.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1118.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CXAA</td>\n",
+       "      <td>711</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>838.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>3</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>854.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1055.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N909DL</td>\n",
+       "      <td>831</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>902.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N516JB</td>\n",
+       "      <td>525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>917.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N537UA</td>\n",
+       "      <td>742</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271371</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>935.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1208.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>281</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>937.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1122.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N828MQ</td>\n",
+       "      <td>3478</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271386</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>956.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37464</td>\n",
+       "      <td>1581</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1003.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N315NB</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1020.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1133.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3355</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1021.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1256.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N809JB</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1025.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301NB</td>\n",
+       "      <td>874</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271419</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1031.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1339.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N827JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1034.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N514UA</td>\n",
+       "      <td>288</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1036.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N627JB</td>\n",
+       "      <td>199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1040.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1147.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>1818</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1051.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1234.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N134EV</td>\n",
+       "      <td>5222</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1059.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N652JB</td>\n",
+       "      <td>271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1103.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N834AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N655JB</td>\n",
+       "      <td>483</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1111.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N502MQ</td>\n",
+       "      <td>3670</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1121.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5109</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1139.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ACK</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1202.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N966DL</td>\n",
+       "      <td>1747</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271490</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1203.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N552NW</td>\n",
+       "      <td>1647</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1440.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39728</td>\n",
+       "      <td>1058</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1207.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N621JB</td>\n",
+       "      <td>53</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271504</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1216.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N944DL</td>\n",
+       "      <td>2445</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1239.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>3281</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N662JB</td>\n",
+       "      <td>971</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N982DL</td>\n",
+       "      <td>1847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1309.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N913DE</td>\n",
+       "      <td>954</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271557</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1319.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N720EV</td>\n",
+       "      <td>5273</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271559</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>208</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8412F</td>\n",
+       "      <td>4097</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271585</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N534MQ</td>\n",
+       "      <td>3658</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N910DE</td>\n",
+       "      <td>2098</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271589</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N525MQ</td>\n",
+       "      <td>3230</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N433LV</td>\n",
+       "      <td>546</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YAAA</td>\n",
+       "      <td>329</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18101</td>\n",
+       "      <td>4193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N612JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N956AT</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N297WN</td>\n",
+       "      <td>3316</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N500MQ</td>\n",
+       "      <td>3678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N66057</td>\n",
+       "      <td>15</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>618.0</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271642</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N788SA</td>\n",
+       "      <td>2261</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1516.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N570JB</td>\n",
+       "      <td>1883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>286</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>1338</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MVY</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>173</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>118</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N956WN</td>\n",
+       "      <td>427</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271677</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>4633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271688</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>6049</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>2480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271691</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N966AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271697</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271701</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17245</td>\n",
+       "      <td>1744</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N25134</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N751UW</td>\n",
+       "      <td>2179</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N571JB</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>581</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271711</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271713</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N820AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N661JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N15710</td>\n",
+       "      <td>1542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3735D</td>\n",
+       "      <td>2459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>3694</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N509MQ</td>\n",
+       "      <td>3199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N473UA</td>\n",
+       "      <td>685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271732</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N945UW</td>\n",
+       "      <td>1607</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>96</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N308DE</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N948WN</td>\n",
+       "      <td>493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N608QX</td>\n",
+       "      <td>5432</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271744</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N641MQ</td>\n",
+       "      <td>2793</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N536UA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N952UW</td>\n",
+       "      <td>2134</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N741EV</td>\n",
+       "      <td>5461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N620MQ</td>\n",
+       "      <td>3202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>5841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N904DE</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>3357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271775</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CXAA</td>\n",
+       "      <td>763</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N977DL</td>\n",
+       "      <td>847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N648MQ</td>\n",
+       "      <td>3075</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N519JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N963UW</td>\n",
+       "      <td>2136</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N724SW</td>\n",
+       "      <td>216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N552UW</td>\n",
+       "      <td>17</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75433</td>\n",
+       "      <td>1151</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4511</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N657MQ</td>\n",
+       "      <td>2949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16147</td>\n",
+       "      <td>3854</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N947WN</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N717MQ</td>\n",
+       "      <td>3340</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N784JB</td>\n",
+       "      <td>543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271808</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N477AA</td>\n",
+       "      <td>1507</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>1119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N974DL</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>408</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DRAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>1801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N530VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3310</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FAAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N346NB</td>\n",
+       "      <td>402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HWAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N572UA</td>\n",
+       "      <td>212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271834</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HEAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N655JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N629MQ</td>\n",
+       "      <td>3216</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271845</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N630JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271846</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N371DA</td>\n",
+       "      <td>706</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>3301</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271848</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N655AW</td>\n",
+       "      <td>449</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N216WR</td>\n",
+       "      <td>625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3750D</td>\n",
+       "      <td>569</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271853</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AMAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N738US</td>\n",
+       "      <td>2183</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271855</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JXAA</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>5509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N543MQ</td>\n",
+       "      <td>3134</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N944DL</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271862</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35407</td>\n",
+       "      <td>1141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37413</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N564UW</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N796SW</td>\n",
+       "      <td>262</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N854UA</td>\n",
+       "      <td>244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271869</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N825UA</td>\n",
+       "      <td>234</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301NB</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271873</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N423AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26208</td>\n",
+       "      <td>1424</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271878</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N397DA</td>\n",
+       "      <td>503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271880</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N474UA</td>\n",
+       "      <td>350</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271883</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N369NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N498UA</td>\n",
+       "      <td>697</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N547JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N32404</td>\n",
+       "      <td>1684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N454AA</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271894</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N825AY</td>\n",
+       "      <td>3807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271897</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N625JB</td>\n",
+       "      <td>1013</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271898</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>5601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N754UW</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N938LR</td>\n",
+       "      <td>2751</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N537UW</td>\n",
+       "      <td>1473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16732</td>\n",
+       "      <td>1686</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N475WN</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N525VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>5207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N307JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N505AA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3762Y</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N472WN</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17229</td>\n",
+       "      <td>1481</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>392.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>374.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N923AT</td>\n",
+       "      <td>349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KJAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HAAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N956AT</td>\n",
+       "      <td>778</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N970DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N361NW</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3734B</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38727</td>\n",
+       "      <td>1142</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N751UW</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3731T</td>\n",
+       "      <td>1629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N538UW</td>\n",
+       "      <td>1973</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271943</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N662JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N466UA</td>\n",
+       "      <td>436</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16151</td>\n",
+       "      <td>4678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271948</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271951</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16701</td>\n",
+       "      <td>1437</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N932WN</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N913DE</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N580AA</td>\n",
+       "      <td>363</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271955</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N954DL</td>\n",
+       "      <td>975</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N329NB</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N524MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27722</td>\n",
+       "      <td>1661</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3341</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271964</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N952UW</td>\n",
+       "      <td>2142</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NW</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8771A</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N805MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N71411</td>\n",
+       "      <td>1292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75432</td>\n",
+       "      <td>1244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271972</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N192DN</td>\n",
+       "      <td>17</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271973</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N565JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271976</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271977</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N912DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271978</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N821JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>363.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12167</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271980</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271981</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N487WN</td>\n",
+       "      <td>542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271983</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N232PQ</td>\n",
+       "      <td>5454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271986</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271987</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N723EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271988</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N589JB</td>\n",
+       "      <td>1505</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ABQ</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>1826</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271991</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N522MQ</td>\n",
+       "      <td>3384</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BNAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271993</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N910DE</td>\n",
+       "      <td>1247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271995</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271996</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271997</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N476AA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N512MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271999</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N717TW</td>\n",
+       "      <td>1643</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N535JB</td>\n",
+       "      <td>1083</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272002</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17146</td>\n",
+       "      <td>5804</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272004</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8936A</td>\n",
+       "      <td>4079</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N283AT</td>\n",
+       "      <td>771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272006</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N627JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272008</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>686</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272009</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N41104</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272010</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3771K</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272012</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N676CA</td>\n",
+       "      <td>5092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272013</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N823MQ</td>\n",
+       "      <td>3621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N193JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272015</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39475</td>\n",
+       "      <td>1451</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272017</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N848VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272019</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272020</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N641JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272021</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272022</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272023</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272025</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N966AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272026</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3470</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N804UA</td>\n",
+       "      <td>329</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272029</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N523UA</td>\n",
+       "      <td>299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N632JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272031</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N552JB</td>\n",
+       "      <td>1203</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N346NB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272033</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8930E</td>\n",
+       "      <td>4218</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272035</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N729SW</td>\n",
+       "      <td>579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4498</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272038</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N839UA</td>\n",
+       "      <td>373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272039</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N585JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>516.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N796JB</td>\n",
+       "      <td>1503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272231</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>708.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>901.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>5068</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>752.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>936.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N110UW</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>754.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>954.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13161</td>\n",
+       "      <td>4393</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>759.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1040.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N29717</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>803.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1040.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N353AT</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>808.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>928.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18101</td>\n",
+       "      <td>5811</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>827.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>954.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34111</td>\n",
+       "      <td>4213</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>850.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N589JB</td>\n",
+       "      <td>683</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>933.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>4998</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>934.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>4638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1000.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>4125</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1009.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>1152.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N820AS</td>\n",
+       "      <td>5747</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1028.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N196UW</td>\n",
+       "      <td>1831</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1043.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>1</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1103.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14198</td>\n",
+       "      <td>4104</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1152.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1309.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18101</td>\n",
+       "      <td>3853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13718</td>\n",
+       "      <td>1170</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1440.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13133</td>\n",
+       "      <td>4548</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>3838</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>1129</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272594</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16151</td>\n",
+       "      <td>4679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11194</td>\n",
+       "      <td>4412</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N619AA</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>6054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N25134</td>\n",
+       "      <td>5837</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>4974</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34131</td>\n",
+       "      <td>1641</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N706TW</td>\n",
+       "      <td>1565</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272686</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272695</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>430.0</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>458.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3538</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N589JB</td>\n",
+       "      <td>1883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272712</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N810UA</td>\n",
+       "      <td>734</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N809UA</td>\n",
+       "      <td>363</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N25705</td>\n",
+       "      <td>1618</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>6049</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N779JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272744</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N605QX</td>\n",
+       "      <td>4978</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8976E</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N851MQ</td>\n",
+       "      <td>3359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11155</td>\n",
+       "      <td>6002</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N755US</td>\n",
+       "      <td>2179</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18101</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>3416</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3753</td>\n",
+       "      <td>4</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N310NW</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272808</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3731T</td>\n",
+       "      <td>31</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3743H</td>\n",
+       "      <td>1394</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5432</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N501MQ</td>\n",
+       "      <td>3694</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3752</td>\n",
+       "      <td>706</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>5841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272845</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272848</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N925MQ</td>\n",
+       "      <td>3231</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>3440</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272857</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N723EV</td>\n",
+       "      <td>5509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N362NB</td>\n",
+       "      <td>402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272883</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>5601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14173</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N821AY</td>\n",
+       "      <td>4013</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3310</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N570JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3732J</td>\n",
+       "      <td>2459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N787SA</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>4187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77431</td>\n",
+       "      <td>1580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16147</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>4212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14991</td>\n",
+       "      <td>4511</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HSAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272948</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272984</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>272991</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8974C</td>\n",
+       "      <td>3807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14203</td>\n",
+       "      <td>4453</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273013</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8577D</td>\n",
+       "      <td>4245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N755US</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273015</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N651MQ</td>\n",
+       "      <td>3044</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11194</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>3448</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N326US</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273038</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N524JB</td>\n",
+       "      <td>225</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273042</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12163</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273047</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14158</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273057</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27724</td>\n",
+       "      <td>1128</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39463</td>\n",
+       "      <td>1244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273078</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273092</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13718</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273097</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>3603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273101</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>3604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273102</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N15710</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273111</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N323AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273112</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N712JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273114</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N823UA</td>\n",
+       "      <td>291</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273115</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>1083</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N990DL</td>\n",
+       "      <td>975</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273117</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>623</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273118</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>5258</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273135</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15985</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273137</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>530.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>623</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>756.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1037.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N553UA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>934.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1106.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N516MQ</td>\n",
+       "      <td>3355</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1024.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>5827</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>4495</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1306.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>3546</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14568</td>\n",
+       "      <td>3838</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1431.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12126</td>\n",
+       "      <td>4212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273677</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N656JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N710TW</td>\n",
+       "      <td>1565</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273685</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N740UW</td>\n",
+       "      <td>2177</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273697</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273700</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N658AW</td>\n",
+       "      <td>688</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273701</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273707</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>2480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N302DQ</td>\n",
+       "      <td>673</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21197</td>\n",
+       "      <td>6054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7734H</td>\n",
+       "      <td>2261</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N416UA</td>\n",
+       "      <td>314</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273732</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N368JB</td>\n",
+       "      <td>316</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14180</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273757</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>6049</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273780</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3765</td>\n",
+       "      <td>2280</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N935XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3731T</td>\n",
+       "      <td>31</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N901WN</td>\n",
+       "      <td>216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>5199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>4336</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273837</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75429</td>\n",
+       "      <td>1037</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273852</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15985</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4213</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273868</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HBAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N724SW</td>\n",
+       "      <td>2625</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N493UA</td>\n",
+       "      <td>736</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N717TW</td>\n",
+       "      <td>1163</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273904</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N664AW</td>\n",
+       "      <td>449</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N575UA</td>\n",
+       "      <td>268</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N707TW</td>\n",
+       "      <td>1543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11544</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11137</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8674A</td>\n",
+       "      <td>3932</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14173</td>\n",
+       "      <td>4678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273946</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N462UA</td>\n",
+       "      <td>525</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273949</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14568</td>\n",
+       "      <td>5812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N434WN</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N547JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13718</td>\n",
+       "      <td>1686</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273963</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3448</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273965</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>3841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12167</td>\n",
+       "      <td>3854</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273972</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8710A</td>\n",
+       "      <td>4245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273976</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N331NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273981</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273984</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N524MQ</td>\n",
+       "      <td>3349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273985</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N845UA</td>\n",
+       "      <td>589</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N791SW</td>\n",
+       "      <td>542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273991</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24211</td>\n",
+       "      <td>1142</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273994</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>273998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N408UA</td>\n",
+       "      <td>664</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>997</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34460</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N708JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274010</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N706TW</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274013</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HLAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274017</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N368JB</td>\n",
+       "      <td>1516</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274020</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>3443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274021</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12163</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>602</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274022</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3385</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274026</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>4187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14923</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N345NB</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274040</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>5509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12142</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274043</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N695CA</td>\n",
+       "      <td>5454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274045</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8492C</td>\n",
+       "      <td>4079</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274055</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N404WN</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274059</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14188</td>\n",
+       "      <td>4453</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274063</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>387.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>374.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N569UA</td>\n",
+       "      <td>646</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274064</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274065</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75433</td>\n",
+       "      <td>1141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274068</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8771A</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8758D</td>\n",
+       "      <td>4218</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274071</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274072</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N848MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274075</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N852UA</td>\n",
+       "      <td>291</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274076</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N656JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274078</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3384</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3470</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274083</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N404UA</td>\n",
+       "      <td>206</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274084</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3429</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274085</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274086</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N213WN</td>\n",
+       "      <td>579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274089</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>3604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274091</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>5804</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274094</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N416UA</td>\n",
+       "      <td>462</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274095</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274096</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274097</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>4498</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274098</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14171</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274101</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>3830</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274103</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274104</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14180</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274106</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4351</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274107</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>5169</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274110</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5258</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274111</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N368JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274112</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N635VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>814.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>823.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1025.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4122</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>828.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>940.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11199</td>\n",
+       "      <td>4522</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>832.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1038.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N453UA</td>\n",
+       "      <td>311</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>907.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1151.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N310NW</td>\n",
+       "      <td>2190</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>911.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>4104</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>915.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4137</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>958.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1149.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N721MQ</td>\n",
+       "      <td>3272</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1003.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1151.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12135</td>\n",
+       "      <td>4407</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1038.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1225.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27200</td>\n",
+       "      <td>4364</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>3689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1151.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N709UW</td>\n",
+       "      <td>1222</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1153.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1306.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N357NB</td>\n",
+       "      <td>867</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1208.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>3230</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HRAA</td>\n",
+       "      <td>1871</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274548</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1234.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12922</td>\n",
+       "      <td>5955</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1256.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1505.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N317US</td>\n",
+       "      <td>2219</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21197</td>\n",
+       "      <td>4233</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N582AA</td>\n",
+       "      <td>1855</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11176</td>\n",
+       "      <td>6054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>5817</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N357NB</td>\n",
+       "      <td>127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>6002</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>3199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N909EV</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N754EV</td>\n",
+       "      <td>5199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N555UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N969DL</td>\n",
+       "      <td>1902</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274817</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21197</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GKAA</td>\n",
+       "      <td>763</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N944DN</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1725.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N525MQ</td>\n",
+       "      <td>3357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274846</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27200</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>5841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N717MQ</td>\n",
+       "      <td>3411</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N469AA</td>\n",
+       "      <td>1507</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8751D</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274894</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14916</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>408</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37465</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274936</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N942DL</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274943</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EGAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274951</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N9EAMQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274982</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274983</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N363NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274984</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>5207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>274995</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N578UA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275002</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N446UA</td>\n",
+       "      <td>236</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275021</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N6704Z</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275023</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>5824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275031</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N923XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275063</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275081</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>1083</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N960AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275094</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12157</td>\n",
+       "      <td>5804</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275106</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N811UA</td>\n",
+       "      <td>291</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275107</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>3384</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N763US</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275110</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>5254</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275111</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14952</td>\n",
+       "      <td>3830</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275120</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N388DA</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275122</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275123</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275124</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>483.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>455.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N577UA</td>\n",
+       "      <td>372</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275125</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>623</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>730.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1005.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N519UA</td>\n",
+       "      <td>244</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>845.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1042.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N667AW</td>\n",
+       "      <td>71</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>580</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>116</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1243.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N756US</td>\n",
+       "      <td>1181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N391CA</td>\n",
+       "      <td>5030</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275559</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N122US</td>\n",
+       "      <td>1437</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14120</td>\n",
+       "      <td>1641</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14568</td>\n",
+       "      <td>5857</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N368JB</td>\n",
+       "      <td>286</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>536.0</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>577.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5716</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275608</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16561</td>\n",
+       "      <td>4471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275616</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1516.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N314NB</td>\n",
+       "      <td>2247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1524.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N554WN</td>\n",
+       "      <td>22</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N184JB</td>\n",
+       "      <td>477</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N932AT</td>\n",
+       "      <td>604</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N151UW</td>\n",
+       "      <td>1543</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N107US</td>\n",
+       "      <td>802</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275698</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N509MQ</td>\n",
+       "      <td>3567</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N801AY</td>\n",
+       "      <td>4268</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N769US</td>\n",
+       "      <td>980</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N395DN</td>\n",
+       "      <td>1394</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>2302</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N417WN</td>\n",
+       "      <td>2269</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>3199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N463UA</td>\n",
+       "      <td>433</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275810</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14198</td>\n",
+       "      <td>4252</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N657AW</td>\n",
+       "      <td>449</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N838VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N47414</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>431.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>454.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N605QX</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275883</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N167US</td>\n",
+       "      <td>1004</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>1119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N419US</td>\n",
+       "      <td>1973</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N317US</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N715JB</td>\n",
+       "      <td>669</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJC</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3429</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N694DL</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>618</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275949</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>486.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>496.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N908MQ</td>\n",
+       "      <td>3075</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N553WN</td>\n",
+       "      <td>579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275951</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38467</td>\n",
+       "      <td>1122</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N577UA</td>\n",
+       "      <td>755</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>5169</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>381.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EFAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275955</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N329NW</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275956</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16151</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N910DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N386DA</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>718</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N233LV</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N951UW</td>\n",
+       "      <td>2144</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N363NB</td>\n",
+       "      <td>2142</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275963</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N709EV</td>\n",
+       "      <td>5258</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275964</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N18243</td>\n",
+       "      <td>1259</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275965</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11165</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275966</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N968DL</td>\n",
+       "      <td>975</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>401.0</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N900DE</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>443.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N591JB</td>\n",
+       "      <td>839</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N334JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>412.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35407</td>\n",
+       "      <td>1682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N907DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275972</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>370.0</td>\n",
+       "      <td>434.0</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275973</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>486</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>435.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N516JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275975</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>403.0</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11119</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>275976</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N762US</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1016.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1124.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XTAA</td>\n",
+       "      <td>313</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276230</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1021.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>63</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276267</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1105.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N820AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N968DL</td>\n",
+       "      <td>954</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N247WN</td>\n",
+       "      <td>114</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276411</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N900DE</td>\n",
+       "      <td>2098</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11165</td>\n",
+       "      <td>4419</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>301</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27733</td>\n",
+       "      <td>1211</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N929DL</td>\n",
+       "      <td>1982</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276582</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14242</td>\n",
+       "      <td>1744</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276589</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3746H</td>\n",
+       "      <td>706</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>3556</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N645MQ</td>\n",
+       "      <td>3202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N813UA</td>\n",
+       "      <td>315</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276608</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>363.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N441WN</td>\n",
+       "      <td>2261</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11547</td>\n",
+       "      <td>5978</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24706</td>\n",
+       "      <td>1150</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276623</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N578UA</td>\n",
+       "      <td>222</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N597UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8611A</td>\n",
+       "      <td>3926</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>662</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17146</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3737C</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8943A</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N293WN</td>\n",
+       "      <td>493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276643</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N913DL</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73445</td>\n",
+       "      <td>1266</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N47414</td>\n",
+       "      <td>1284</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>3833</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N481WN</td>\n",
+       "      <td>1795</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N216FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N735SA</td>\n",
+       "      <td>216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N394DA</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N656AW</td>\n",
+       "      <td>681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276662</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11119</td>\n",
+       "      <td>4701</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276663</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FYAA</td>\n",
+       "      <td>1901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13718</td>\n",
+       "      <td>1248</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276666</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276667</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N518UA</td>\n",
+       "      <td>535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>3486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276669</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>372.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N32404</td>\n",
+       "      <td>1141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>374.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18120</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N661MQ</td>\n",
+       "      <td>2793</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N567UA</td>\n",
+       "      <td>207</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N601MQ</td>\n",
+       "      <td>3044</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N448UA</td>\n",
+       "      <td>664</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JTAA</td>\n",
+       "      <td>119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276686</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N715JB</td>\n",
+       "      <td>1013</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276688</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N640VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>363.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276692</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NB</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276695</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>380.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73259</td>\n",
+       "      <td>1222</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N555UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>362.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276698</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3751B</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276700</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276701</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JNAA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N398DA</td>\n",
+       "      <td>2007</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N472UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276705</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17185</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276707</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11189</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3771K</td>\n",
+       "      <td>1629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276711</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N819AY</td>\n",
+       "      <td>4245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>636</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276713</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37420</td>\n",
+       "      <td>1712</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N820AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N197PQ</td>\n",
+       "      <td>5454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N522VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N236JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76529</td>\n",
+       "      <td>1532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276723</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N454UA</td>\n",
+       "      <td>604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EVAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N722TW</td>\n",
+       "      <td>1643</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276726</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N964AT</td>\n",
+       "      <td>778</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37274</td>\n",
+       "      <td>1555</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>408</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>369.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N500MQ</td>\n",
+       "      <td>3694</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57852</td>\n",
+       "      <td>1165</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N639VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N691CA</td>\n",
+       "      <td>4969</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N565UW</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77530</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13750</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N186US</td>\n",
+       "      <td>1857</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N179UW</td>\n",
+       "      <td>1973</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N950WN</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N633JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27200</td>\n",
+       "      <td>6120</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37464</td>\n",
+       "      <td>1292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CRAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N509MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276758</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21130</td>\n",
+       "      <td>5804</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N817MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3385</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N721MQ</td>\n",
+       "      <td>3591</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N738MQ</td>\n",
+       "      <td>3603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276765</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11121</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N779JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14214</td>\n",
+       "      <td>1163</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N244WN</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11194</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N443UA</td>\n",
+       "      <td>994</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N328NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33294</td>\n",
+       "      <td>1448</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N439UA</td>\n",
+       "      <td>291</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N369NW</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N373JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276786</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N376DA</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38458</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276788</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N565AA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N524UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N320AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11191</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N477AA</td>\n",
+       "      <td>363</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>618</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36476</td>\n",
+       "      <td>1524</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36447</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CHAA</td>\n",
+       "      <td>361</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N193JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75429</td>\n",
+       "      <td>1244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N515AA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N247WN</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N807MQ</td>\n",
+       "      <td>3621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276804</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N153DL</td>\n",
+       "      <td>2363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N324NB</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276808</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78448</td>\n",
+       "      <td>1581</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16703</td>\n",
+       "      <td>1078</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276810</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N975DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37287</td>\n",
+       "      <td>1615</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N945DL</td>\n",
+       "      <td>1247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>276879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>402.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>718</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277006</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>742.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>924.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N370NB</td>\n",
+       "      <td>1279</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277012</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>749.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1104.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N818UA</td>\n",
+       "      <td>604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>752.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1054.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JLAA</td>\n",
+       "      <td>1895</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>759.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1106.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N53442</td>\n",
+       "      <td>1701</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>831.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1124.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N632JB</td>\n",
+       "      <td>453</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277081</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>845.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1051.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13979</td>\n",
+       "      <td>5813</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277133</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>939.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N735SA</td>\n",
+       "      <td>163</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277145</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>951.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1228.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3771K</td>\n",
+       "      <td>857</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>953.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N170US</td>\n",
+       "      <td>1509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277160</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1005.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N381DN</td>\n",
+       "      <td>301</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1023.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N914WN</td>\n",
+       "      <td>3841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1023.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1241.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N409UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1039.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N134EV</td>\n",
+       "      <td>5222</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1041.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1245.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N161UW</td>\n",
+       "      <td>1733</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277210</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1104.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23707</td>\n",
+       "      <td>1058</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1122.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1257.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>3670</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277222</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1122.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N579UA</td>\n",
+       "      <td>387</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277227</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>3689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277228</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>4952</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36476</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277261</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N709EV</td>\n",
+       "      <td>5299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1209.0</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N425UA</td>\n",
+       "      <td>349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>1334.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N546MQ</td>\n",
+       "      <td>3709</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1229.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78506</td>\n",
+       "      <td>1257</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N500MQ</td>\n",
+       "      <td>3718</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277300</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1253.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N509MQ</td>\n",
+       "      <td>3546</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1257.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N807MQ</td>\n",
+       "      <td>3386</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1314.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N850UA</td>\n",
+       "      <td>255</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>4974</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27213</td>\n",
+       "      <td>1519</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>3230</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1341.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N665DN</td>\n",
+       "      <td>1947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N358JB</td>\n",
+       "      <td>2480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N469AA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14542</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33264</td>\n",
+       "      <td>1152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>3199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N345NB</td>\n",
+       "      <td>1705</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N627JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33209</td>\n",
+       "      <td>1242</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14704</td>\n",
+       "      <td>1638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>3357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>383.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>394.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N474UA</td>\n",
+       "      <td>405</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277603</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>5091</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N921DL</td>\n",
+       "      <td>781</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N854VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N203FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277666</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N461WN</td>\n",
+       "      <td>2625</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N530US</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277687</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N709EV</td>\n",
+       "      <td>4978</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277705</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N431WN</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277706</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N329AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N5PBMQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N522VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N547UA</td>\n",
+       "      <td>278</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N509MQ</td>\n",
+       "      <td>3349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N910DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N174US</td>\n",
+       "      <td>1473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N53442</td>\n",
+       "      <td>1684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N484UA</td>\n",
+       "      <td>664</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N582AA</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N446UA</td>\n",
+       "      <td>525</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N6EAMQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N388DA</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N847UA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N966DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N625VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>370.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N369NW</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277788</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N589JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>363.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>4969</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N963DL</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277814</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3755D</td>\n",
+       "      <td>245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27724</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N913DL</td>\n",
+       "      <td>847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N569JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>135</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>1202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277837</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N381DN</td>\n",
+       "      <td>2007</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N906DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>3384</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277843</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N807JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N521JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N25134</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>277854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N632JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278017</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>744.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1011.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13903</td>\n",
+       "      <td>4122</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>913.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1148.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N768JB</td>\n",
+       "      <td>901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>950.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N6EAMQ</td>\n",
+       "      <td>3407</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278218</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1059.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N702UW</td>\n",
+       "      <td>1429</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>518</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1208.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1534.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N629VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278335</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N537UA</td>\n",
+       "      <td>806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N840VA</td>\n",
+       "      <td>11</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1352.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N851MQ</td>\n",
+       "      <td>3361</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1516.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N910XJ</td>\n",
+       "      <td>3319</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278371</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>5796</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N716EV</td>\n",
+       "      <td>5545</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N68452</td>\n",
+       "      <td>1070</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278395</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N946AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>3836</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>4103</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26123</td>\n",
+       "      <td>1600</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278582</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N424AA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278639</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N747UW</td>\n",
+       "      <td>2183</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16234</td>\n",
+       "      <td>1424</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N448UA</td>\n",
+       "      <td>350</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278659</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N475UA</td>\n",
+       "      <td>608</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N664AW</td>\n",
+       "      <td>681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278701</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>5812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N6703D</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N320AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>4453</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N646JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278775</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N807UA</td>\n",
+       "      <td>312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N827AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278808</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N838VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>359.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N496UA</td>\n",
+       "      <td>436</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>5804</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N628VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>358.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N132EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N528VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12569</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N621JB</td>\n",
+       "      <td>1505</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ABQ</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>1826</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278853</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3385</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N524JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>278876</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>510.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>745</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PSE</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1617</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>924.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1041.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>2180</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>929.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1159.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3730B</td>\n",
+       "      <td>857</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279218</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1102.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N502UA</td>\n",
+       "      <td>642</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279245</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N807MQ</td>\n",
+       "      <td>3363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279252</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1148.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N642VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N339AA</td>\n",
+       "      <td>117</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11140</td>\n",
+       "      <td>4193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279471</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4103</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N418UA</td>\n",
+       "      <td>685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N665JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N10575</td>\n",
+       "      <td>6002</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N712JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279552</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279623</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YEAA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4511</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GDAA</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279690</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37462</td>\n",
+       "      <td>1266</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279726</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N19141</td>\n",
+       "      <td>1695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33714</td>\n",
+       "      <td>1625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>1202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38454</td>\n",
+       "      <td>1037</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38257</td>\n",
+       "      <td>1259</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27421</td>\n",
+       "      <td>1141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3472</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3385</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N919DL</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279853</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N633JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N503JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279858</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>5454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>471.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>449.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N998DL</td>\n",
+       "      <td>1902</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N519JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279868</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N563JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>7</td>\n",
+       "      <td>31</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279877</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N589JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279878</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279880</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>412.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N821JB</td>\n",
+       "      <td>1203</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N507JB</td>\n",
+       "      <td>623</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279883</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>718</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>2002</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>279886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280141</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>918.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>1289</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280150</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>929.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1130.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>5068</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280181</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1001.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1122.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35407</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1008.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3466</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1319.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N392DA</td>\n",
+       "      <td>2319</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1155.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CDAA</td>\n",
+       "      <td>1879</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280288</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1217.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1516.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14231</td>\n",
+       "      <td>1148</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1249.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N975DL</td>\n",
+       "      <td>954</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1341.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N467WN</td>\n",
+       "      <td>3297</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280366</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>1639</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N66056</td>\n",
+       "      <td>15</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>588.0</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4640</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280411</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>3678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N924DL</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4109</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N730US</td>\n",
+       "      <td>2183</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11193</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N447UA</td>\n",
+       "      <td>685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N800MQ</td>\n",
+       "      <td>3359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N310DE</td>\n",
+       "      <td>673</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>3816</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76528</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>6002</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N995AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280463</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N566AA</td>\n",
+       "      <td>1841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78448</td>\n",
+       "      <td>1593</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N188DN</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N992AT</td>\n",
+       "      <td>721</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N186US</td>\n",
+       "      <td>802</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280482</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21130</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N81449</td>\n",
+       "      <td>1151</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N968DL</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280490</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N573AA</td>\n",
+       "      <td>883</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>3622</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N653AW</td>\n",
+       "      <td>686</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N560UW</td>\n",
+       "      <td>1995</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N951DL</td>\n",
+       "      <td>847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N832AY</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73445</td>\n",
+       "      <td>1037</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N716EV</td>\n",
+       "      <td>4978</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N734SA</td>\n",
+       "      <td>216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N655JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JLAA</td>\n",
+       "      <td>779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280516</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N370NW</td>\n",
+       "      <td>1935</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AJAA</td>\n",
+       "      <td>1750</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N907DE</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>5841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>3669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N320AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N612QX</td>\n",
+       "      <td>4949</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N507AY</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280533</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N963DL</td>\n",
+       "      <td>1902</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N709JB</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GGAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13716</td>\n",
+       "      <td>1542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280548</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15574</td>\n",
+       "      <td>4336</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280552</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8980A</td>\n",
+       "      <td>3926</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>662</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N648JB</td>\n",
+       "      <td>543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3745B</td>\n",
+       "      <td>1394</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N663JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N689MQ</td>\n",
+       "      <td>2949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23707</td>\n",
+       "      <td>1661</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280566</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N333NW</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N679DA</td>\n",
+       "      <td>451</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3762Y</td>\n",
+       "      <td>479</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N657JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280577</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3740C</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N524UA</td>\n",
+       "      <td>483</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EBAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24212</td>\n",
+       "      <td>1437</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280592</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N521MQ</td>\n",
+       "      <td>3301</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JFAA</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N510JB</td>\n",
+       "      <td>263</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N392DA</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24715</td>\n",
+       "      <td>1625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N818UA</td>\n",
+       "      <td>244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N454WN</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>408</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5091</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N667AW</td>\n",
+       "      <td>687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N373JB</td>\n",
+       "      <td>86</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280608</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N595UA</td>\n",
+       "      <td>535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N935DL</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N336NB</td>\n",
+       "      <td>1473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280611</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>3841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N467WN</td>\n",
+       "      <td>262</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34111</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N630VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280622</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280623</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N633JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280626</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>5509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36469</td>\n",
+       "      <td>1266</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N944DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N730US</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EAAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N413AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75853</td>\n",
+       "      <td>1165</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280643</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N998DL</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N627MQ</td>\n",
+       "      <td>3216</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>290</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N29717</td>\n",
+       "      <td>1686</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280648</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N910XJ</td>\n",
+       "      <td>3448</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N201FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N192UW</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N940DL</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14231</td>\n",
+       "      <td>1442</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N923DL</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280659</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280662</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>3486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280663</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N915WN</td>\n",
+       "      <td>2625</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N566JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N530MQ</td>\n",
+       "      <td>3134</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280673</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39475</td>\n",
+       "      <td>1684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>1202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33266</td>\n",
+       "      <td>1497</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280677</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N720MQ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N343NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27421</td>\n",
+       "      <td>1141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DJAA</td>\n",
+       "      <td>361</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280685</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N688MQ</td>\n",
+       "      <td>3044</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280687</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N530VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280688</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N825AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N462WN</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280691</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N308DE</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14972</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N992AT</td>\n",
+       "      <td>778</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N235WN</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280697</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N6714Q</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280700</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37470</td>\n",
+       "      <td>1506</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280703</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N319US</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N769SW</td>\n",
+       "      <td>625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280705</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N975DL</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N935WN</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N645JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BRAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280723</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N813UA</td>\n",
+       "      <td>493</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280726</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N341NW</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N964DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>3573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N723EV</td>\n",
+       "      <td>5601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280732</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BFAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>1083</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17730</td>\n",
+       "      <td>1142</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N972DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N270WN</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N132EV</td>\n",
+       "      <td>5092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N956AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N652JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N378NW</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N354AT</td>\n",
+       "      <td>771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N824UA</td>\n",
+       "      <td>994</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280765</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N634VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>373.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N709EV</td>\n",
+       "      <td>5454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N921DL</td>\n",
+       "      <td>1247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N395DN</td>\n",
+       "      <td>569</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>3472</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8672A</td>\n",
+       "      <td>4013</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3429</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3736C</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N761RR</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N967DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N638JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>3830</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11140</td>\n",
+       "      <td>4351</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14125</td>\n",
+       "      <td>6120</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N746JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13161</td>\n",
+       "      <td>5804</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280786</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N543MQ</td>\n",
+       "      <td>3660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N374DA</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280788</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N933XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N903WN</td>\n",
+       "      <td>542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N640JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4560</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N612QX</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N923XJ</td>\n",
+       "      <td>3470</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280799</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>372.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>358.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N356NW</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N631VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280804</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15574</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>280806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281006</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>744.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>4393</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>803.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1050.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N510JB</td>\n",
+       "      <td>453</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281039</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>806.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1122.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>929</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1056.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N849VA</td>\n",
+       "      <td>251</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281213</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N554UA</td>\n",
+       "      <td>642</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281228</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N551UW</td>\n",
+       "      <td>625</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N1603</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1217.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>5955</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N744SW</td>\n",
+       "      <td>114</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1306.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>411</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>368.0</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N542AA</td>\n",
+       "      <td>2083</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>3658</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>4304</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N582AA</td>\n",
+       "      <td>1841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>213</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1524.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>1883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N821UA</td>\n",
+       "      <td>373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>4336</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N605QX</td>\n",
+       "      <td>4949</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N644MQ</td>\n",
+       "      <td>2815</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11127</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>3199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11551</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281524</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N154DL</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3319</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N768SW</td>\n",
+       "      <td>262</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13133</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>5841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N723MQ</td>\n",
+       "      <td>3556</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>3411</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N716EV</td>\n",
+       "      <td>5509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>3854</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KLAA</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N949WN</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37252</td>\n",
+       "      <td>1424</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281639</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N783SW</td>\n",
+       "      <td>493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24729</td>\n",
+       "      <td>1418</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N401UA</td>\n",
+       "      <td>556</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>3310</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281662</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N443UA</td>\n",
+       "      <td>708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XEAA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281700</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N918DH</td>\n",
+       "      <td>569</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N829AY</td>\n",
+       "      <td>3807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FFAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281770</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3764D</td>\n",
+       "      <td>2007</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12122</td>\n",
+       "      <td>4209</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TVC</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>644</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N821JB</td>\n",
+       "      <td>71</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3448</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N908MQ</td>\n",
+       "      <td>3044</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73283</td>\n",
+       "      <td>1532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11127</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281828</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>3384</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>3830</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N454UA</td>\n",
+       "      <td>667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N138EV</td>\n",
+       "      <td>5454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N821UA</td>\n",
+       "      <td>291</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N935XJ</td>\n",
+       "      <td>3443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3472</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281848</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N537JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N662JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281853</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11107</td>\n",
+       "      <td>6120</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N906DE</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281876</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>524.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N529JB</td>\n",
+       "      <td>1503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>281982</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>744.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>914.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N533UA</td>\n",
+       "      <td>390</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1034.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1209.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>885</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282133</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1034.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N538UA</td>\n",
+       "      <td>694</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282135</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1037.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N197PQ</td>\n",
+       "      <td>5222</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1045.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1318.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5144</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TVC</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>655</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282141</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1050.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1143.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N800MQ</td>\n",
+       "      <td>3370</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N370SW</td>\n",
+       "      <td>2097</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1147.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>1291</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ACK</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1149.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N329AA</td>\n",
+       "      <td>601</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1158.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N707TW</td>\n",
+       "      <td>1443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1205.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BCAA</td>\n",
+       "      <td>1879</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16703</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N0EGMQ</td>\n",
+       "      <td>3658</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1324.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N1EAMQ</td>\n",
+       "      <td>3546</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282253</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1327.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N135EV</td>\n",
+       "      <td>5475</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TVC</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>655</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282261</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>34</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>382.0</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N776WN</td>\n",
+       "      <td>2038</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1354.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N800MQ</td>\n",
+       "      <td>3386</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282353</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>411.0</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>403.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>227</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N621JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>3669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N695MQ</td>\n",
+       "      <td>3231</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8977A</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N638JB</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>4909</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TVC</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>655</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N669MQ</td>\n",
+       "      <td>3202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282463</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N627MQ</td>\n",
+       "      <td>2815</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N820AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N310NW</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N437WN</td>\n",
+       "      <td>1238</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>4949</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N543MQ</td>\n",
+       "      <td>3199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N135EV</td>\n",
+       "      <td>5207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N505JB</td>\n",
+       "      <td>803</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282559</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N373JB</td>\n",
+       "      <td>1516</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N609DL</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282636</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3760C</td>\n",
+       "      <td>503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37419</td>\n",
+       "      <td>1241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282659</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282661</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>686</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N509AY</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282670</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N519JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1012.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JXAA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>282939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1018.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N531JB</td>\n",
+       "      <td>63</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283094</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N67134</td>\n",
+       "      <td>1463</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1524.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N716SW</td>\n",
+       "      <td>1836</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283204</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>301</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76064</td>\n",
+       "      <td>15</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>589.0</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283230</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>477</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>5815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EVAA</td>\n",
+       "      <td>1813</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N901DE</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87512</td>\n",
+       "      <td>1638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13716</td>\n",
+       "      <td>1211</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3400</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>745</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N379AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N617MQ</td>\n",
+       "      <td>2815</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14116</td>\n",
+       "      <td>5940</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N471UA</td>\n",
+       "      <td>509</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>89</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N903FJ</td>\n",
+       "      <td>2751</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N645JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N827UA</td>\n",
+       "      <td>253</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3472</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N453UA</td>\n",
+       "      <td>408</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283481</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>3341</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N74856</td>\n",
+       "      <td>1165</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N995DL</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3429</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N648JB</td>\n",
+       "      <td>1083</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N431UA</td>\n",
+       "      <td>664</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283541</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N578UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N663MQ</td>\n",
+       "      <td>3075</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N630JB</td>\n",
+       "      <td>1505</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ABQ</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>1826</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283564</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N907DE</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16178</td>\n",
+       "      <td>6120</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73445</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3470</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283579</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N625JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283589</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N324NB</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N640JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>501.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N663JB</td>\n",
+       "      <td>1503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>733.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>846.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283780</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>758.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1035.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1034.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N425UA</td>\n",
+       "      <td>475</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>952.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1124.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N827AS</td>\n",
+       "      <td>5747</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283989</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1143.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>1511</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>283992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1145.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>3611</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N746JB</td>\n",
+       "      <td>53</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284046</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1247.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N166PQ</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284220</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N504JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N976DL</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N627JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N805JB</td>\n",
+       "      <td>283</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284367</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N839MH</td>\n",
+       "      <td>843</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N702TW</td>\n",
+       "      <td>1163</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>397.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>401.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12109</td>\n",
+       "      <td>1186</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DWAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N15710</td>\n",
+       "      <td>1289</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4394</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N586UA</td>\n",
+       "      <td>518</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N277WN</td>\n",
+       "      <td>625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36247</td>\n",
+       "      <td>1532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N321US</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N904DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284533</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13566</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>377.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284564</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284566</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N746JB</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284577</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N515MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N592JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N191DN</td>\n",
+       "      <td>2363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N504JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3751B</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>449.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>1503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>839.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1117.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N254WN</td>\n",
+       "      <td>163</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>941.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1202.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>1783</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1000.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37408</td>\n",
+       "      <td>1401</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284913</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1010.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1118.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>3709</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1033.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3466</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1121.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N830AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284975</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34110</td>\n",
+       "      <td>4495</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>284989</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1151.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12114</td>\n",
+       "      <td>1643</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285009</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1207.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N331NB</td>\n",
+       "      <td>1903</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285027</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1239.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>5955</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285053</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4679</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285061</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1314.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N760EV</td>\n",
+       "      <td>4974</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285064</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N748UW</td>\n",
+       "      <td>2179</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285113</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N720MQ</td>\n",
+       "      <td>3388</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285118</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N923FJ</td>\n",
+       "      <td>2729</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N554JB</td>\n",
+       "      <td>213</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4633</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285175</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34111</td>\n",
+       "      <td>4193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>4336</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>301</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N927AT</td>\n",
+       "      <td>349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285252</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N916DL</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285269</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>1639</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N529JB</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N507MJ</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3757D</td>\n",
+       "      <td>706</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>3357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>411.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>410.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N417WN</td>\n",
+       "      <td>3074</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11176</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FXAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285523</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8908D</td>\n",
+       "      <td>4245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3429</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N909EV</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N953WN</td>\n",
+       "      <td>542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34111</td>\n",
+       "      <td>5804</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16183</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N603JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285597</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N651JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>623</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N643JB</td>\n",
+       "      <td>1203</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N476WN</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>815.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1017.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>824.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1035.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4393</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>848.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1046.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21129</td>\n",
+       "      <td>4166</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285858</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>907.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N676DL</td>\n",
+       "      <td>1547</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285894</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>954.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1108.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N425UA</td>\n",
+       "      <td>432</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>958.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1154.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8423C</td>\n",
+       "      <td>3879</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1052.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N727TW</td>\n",
+       "      <td>1443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285973</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1138.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N525UA</td>\n",
+       "      <td>642</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>285978</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13202</td>\n",
+       "      <td>5806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HPAA</td>\n",
+       "      <td>2099</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286042</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1440.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N546MQ</td>\n",
+       "      <td>3461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286053</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N608QX</td>\n",
+       "      <td>5273</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286057</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1324.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1516.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8923A</td>\n",
+       "      <td>4060</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>549</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N231WN</td>\n",
+       "      <td>226</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286068</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>2502</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286069</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1522.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>5796</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286090</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N308DE</td>\n",
+       "      <td>401</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286098</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N153PQ</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286100</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N826UA</td>\n",
+       "      <td>734</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286103</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286114</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N425UA</td>\n",
+       "      <td>421</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286121</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N281AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N223WN</td>\n",
+       "      <td>2261</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286208</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N531JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N693DL</td>\n",
+       "      <td>451</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24103</td>\n",
+       "      <td>4111</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N948UW</td>\n",
+       "      <td>1714</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>96</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N605QX</td>\n",
+       "      <td>5509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N514UA</td>\n",
+       "      <td>509</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16987</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N201AA</td>\n",
+       "      <td>1507</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11164</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13202</td>\n",
+       "      <td>4394</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N929WN</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286471</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8790A</td>\n",
+       "      <td>3926</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>662</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>5812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N308DE</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14991</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N426UA</td>\n",
+       "      <td>288</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17719</td>\n",
+       "      <td>1128</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N339NW</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8623A</td>\n",
+       "      <td>4079</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N791SW</td>\n",
+       "      <td>579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4560</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N566UA</td>\n",
+       "      <td>299</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N527JB</td>\n",
+       "      <td>1203</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N911DL</td>\n",
+       "      <td>1247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>718</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286611</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75429</td>\n",
+       "      <td>1682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N705JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N764US</td>\n",
+       "      <td>2195</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>5258</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>410.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N656JB</td>\n",
+       "      <td>1203</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286616</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>2002</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N481WN</td>\n",
+       "      <td>579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286622</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>405.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N663JB</td>\n",
+       "      <td>623</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286623</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N307JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4560</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286626</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>505.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N531JB</td>\n",
+       "      <td>745</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PSE</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1617</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>504.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N554JB</td>\n",
+       "      <td>1503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>546.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N534JB</td>\n",
+       "      <td>839</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286629</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>486</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>804.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>937.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>4422</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>833.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87527</td>\n",
+       "      <td>1665</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>953.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3732J</td>\n",
+       "      <td>301</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1003.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1110.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>5827</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1008.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1223.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N41135</td>\n",
+       "      <td>1643</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1025.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>4998</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1100.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>3644</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>286998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>3853</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287026</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>4952</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1230.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>5273</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287034</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1233.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>3718</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287042</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>34</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287075</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4640</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287094</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287096</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>1318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287103</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N537UA</td>\n",
+       "      <td>454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287107</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N807MQ</td>\n",
+       "      <td>3361</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287110</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>4552</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287117</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CWAA</td>\n",
+       "      <td>1850</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287155</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N543MQ</td>\n",
+       "      <td>3305</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N287WN</td>\n",
+       "      <td>2261</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287166</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>5795</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>319</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>3669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287177</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N809UA</td>\n",
+       "      <td>643</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N310DE</td>\n",
+       "      <td>673</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N823UA</td>\n",
+       "      <td>279</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287217</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4118</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287218</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1609.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8905F</td>\n",
+       "      <td>4115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287229</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N502MQ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12136</td>\n",
+       "      <td>4233</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287245</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N713MQ</td>\n",
+       "      <td>3416</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>431</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N256WN</td>\n",
+       "      <td>493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287249</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N539AA</td>\n",
+       "      <td>883</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N308DE</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N555LV</td>\n",
+       "      <td>216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287252</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13969</td>\n",
+       "      <td>6002</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>5841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N522MQ</td>\n",
+       "      <td>3622</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287269</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N908XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3400</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>745</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N0EGMQ</td>\n",
+       "      <td>3357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>1801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287288</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N34110</td>\n",
+       "      <td>4193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75426</td>\n",
+       "      <td>1037</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287300</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24729</td>\n",
+       "      <td>1625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FRAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11127</td>\n",
+       "      <td>4300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13750</td>\n",
+       "      <td>1615</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N593UA</td>\n",
+       "      <td>996</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>420.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N588JB</td>\n",
+       "      <td>89</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N676AW</td>\n",
+       "      <td>681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301NB</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N504JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17719</td>\n",
+       "      <td>1661</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287315</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N317NB</td>\n",
+       "      <td>1473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FPAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N699MQ</td>\n",
+       "      <td>3216</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DDAA</td>\n",
+       "      <td>1901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287328</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12114</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>1119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>392.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78438</td>\n",
+       "      <td>1100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>359.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N907DL</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N754SW</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N562UW</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N568JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N353JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N263AV</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N961UW</td>\n",
+       "      <td>2158</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287344</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17169</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N630JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N521US</td>\n",
+       "      <td>2247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N510UA</td>\n",
+       "      <td>535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N661JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>359.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N721TW</td>\n",
+       "      <td>841</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>384.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N703TW</td>\n",
+       "      <td>1163</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N261AT</td>\n",
+       "      <td>771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N721MQ</td>\n",
+       "      <td>3486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CEAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N240WN</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>1202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287367</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N717SA</td>\n",
+       "      <td>2625</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287371</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14573</td>\n",
+       "      <td>4394</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N631VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N302DQ</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N349NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N408AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>1516</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287378</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76505</td>\n",
+       "      <td>1078</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GSAA</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287381</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N485AA</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N720MQ</td>\n",
+       "      <td>3532</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36247</td>\n",
+       "      <td>1267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287386</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N794JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AJAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27733</td>\n",
+       "      <td>1187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N368JB</td>\n",
+       "      <td>408</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DRAA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36472</td>\n",
+       "      <td>1684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3764D</td>\n",
+       "      <td>1394</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N521VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N494WN</td>\n",
+       "      <td>262</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N918FJ</td>\n",
+       "      <td>2751</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N933WN</td>\n",
+       "      <td>625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N623VA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N332NB</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287410</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N530MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N534UA</td>\n",
+       "      <td>212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27205</td>\n",
+       "      <td>1259</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37419</td>\n",
+       "      <td>1142</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8888D</td>\n",
+       "      <td>4059</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>549</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N448UA</td>\n",
+       "      <td>350</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39726</td>\n",
+       "      <td>1455</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N553AA</td>\n",
+       "      <td>773</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N612JB</td>\n",
+       "      <td>669</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJC</td>\n",
+       "      <td>372.0</td>\n",
+       "      <td>2569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13133</td>\n",
+       "      <td>4453</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>602</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CWAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N185UW</td>\n",
+       "      <td>1873</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37420</td>\n",
+       "      <td>1506</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N6704Z</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>5812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>628</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JVAA</td>\n",
+       "      <td>361</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3732J</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3757D</td>\n",
+       "      <td>245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N338AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N764US</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>3854</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N821AY</td>\n",
+       "      <td>3807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287442</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N997DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38424</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N843UA</td>\n",
+       "      <td>589</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12136</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N213WN</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N936DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N365NW</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>71</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5091</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FJAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N793JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N438UA</td>\n",
+       "      <td>462</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AMAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14214</td>\n",
+       "      <td>1437</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N907DE</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287465</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N607LR</td>\n",
+       "      <td>5092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287466</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GGAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N901DE</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N635VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N746UW</td>\n",
+       "      <td>2193</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287471</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N491WN</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287472</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N950UW</td>\n",
+       "      <td>2162</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11535</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11155</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287476</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14204</td>\n",
+       "      <td>5804</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N685DA</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N614QX</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287482</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NB</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N335NB</td>\n",
+       "      <td>2383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N436UA</td>\n",
+       "      <td>206</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3767</td>\n",
+       "      <td>569</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287490</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N645MQ</td>\n",
+       "      <td>2949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N947UW</td>\n",
+       "      <td>2160</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14231</td>\n",
+       "      <td>1532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>370.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N638JB</td>\n",
+       "      <td>1083</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N200PQ</td>\n",
+       "      <td>5454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N394DA</td>\n",
+       "      <td>2065</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24202</td>\n",
+       "      <td>1439</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N955DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N331NW</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N542UW</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14153</td>\n",
+       "      <td>4434</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N931DL</td>\n",
+       "      <td>975</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N584JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287504</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N827AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N502MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3740C</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N812UA</td>\n",
+       "      <td>291</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N597UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>6120</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3760C</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N744P</td>\n",
+       "      <td>2197</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24702</td>\n",
+       "      <td>1128</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N25134</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287516</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78524</td>\n",
+       "      <td>1692</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N373JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N476AA</td>\n",
+       "      <td>363</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>686</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>3830</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287523</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11106</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287524</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N503JB</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N655JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N648JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287528</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N628VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4474</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287533</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8623A</td>\n",
+       "      <td>4218</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N708EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N370NB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>4351</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4UBAA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N928AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N592JB</td>\n",
+       "      <td>135</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N543MQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287541</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>5169</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>520.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>490.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>4978</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N741SA</td>\n",
+       "      <td>542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N805MQ</td>\n",
+       "      <td>3621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N828MQ</td>\n",
+       "      <td>3660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287548</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3470</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N568AA</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N649JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N324AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287611</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N366NB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N592JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N193JB</td>\n",
+       "      <td>718</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>3823</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11137</td>\n",
+       "      <td>4560</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287616</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N665JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>384.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N416UA</td>\n",
+       "      <td>525</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>418.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N554JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>543.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N526JB</td>\n",
+       "      <td>1503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>611.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N565JB</td>\n",
+       "      <td>745</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PSE</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1617</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>820.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1012.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N516JB</td>\n",
+       "      <td>905</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>827.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1028.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N0EGMQ</td>\n",
+       "      <td>3676</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>835.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N665JB</td>\n",
+       "      <td>453</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287834</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>849.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1005.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N749SW</td>\n",
+       "      <td>3841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>859.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>940.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1145.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>3599</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>943.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1133.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>4297</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1020.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75435</td>\n",
+       "      <td>1216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1103.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N706TW</td>\n",
+       "      <td>1765</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287946</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1111.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1327.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N530MQ</td>\n",
+       "      <td>3644</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1118.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1431.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N505UA</td>\n",
+       "      <td>642</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287966</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>4380</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1139.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N624VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287972</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1246.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1143.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1257.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>2602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287978</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>483</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1152.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N320AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>287998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288002</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1334.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14171</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1223.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N614QX</td>\n",
+       "      <td>5273</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1233.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14198</td>\n",
+       "      <td>4495</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288046</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1305.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N805MQ</td>\n",
+       "      <td>3386</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N0EGMQ</td>\n",
+       "      <td>3658</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288071</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34131</td>\n",
+       "      <td>1186</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288102</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N589JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288104</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>1101</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288120</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>1639</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N827JB</td>\n",
+       "      <td>1883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>2480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N308DE</td>\n",
+       "      <td>673</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4111</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5ETAA</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288188</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N583JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288201</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288204</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14171</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288205</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>6002</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>642</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N708EV</td>\n",
+       "      <td>4978</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288225</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N704X</td>\n",
+       "      <td>1164</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288226</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288228</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N717MQ</td>\n",
+       "      <td>3532</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N480WN</td>\n",
+       "      <td>262</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288245</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N309DE</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288249</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N510MJ</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N578UA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N760JB</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N567UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>5461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>4212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N807JB</td>\n",
+       "      <td>283</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>5841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N526JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N840UA</td>\n",
+       "      <td>779</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>5199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N625VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>2302</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>5509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75426</td>\n",
+       "      <td>1284</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N339NW</td>\n",
+       "      <td>1779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3448</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8943A</td>\n",
+       "      <td>3932</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N357NB</td>\n",
+       "      <td>1473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N281WN</td>\n",
+       "      <td>2625</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87527</td>\n",
+       "      <td>1078</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N730US</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>1516</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N366NB</td>\n",
+       "      <td>402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76529</td>\n",
+       "      <td>1704</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17126</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N28457</td>\n",
+       "      <td>1100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N289AT</td>\n",
+       "      <td>771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N598AA</td>\n",
+       "      <td>1507</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N213FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>408</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>3301</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N318NB</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N524UA</td>\n",
+       "      <td>268</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288344</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16546</td>\n",
+       "      <td>5824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N393DA</td>\n",
+       "      <td>4</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14991</td>\n",
+       "      <td>5812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N509UA</td>\n",
+       "      <td>996</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14174</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N708JB</td>\n",
+       "      <td>167</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N565JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N318US</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288360</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N233LV</td>\n",
+       "      <td>580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27200</td>\n",
+       "      <td>4511</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N589UA</td>\n",
+       "      <td>769</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>358.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288364</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N329AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76503</td>\n",
+       "      <td>1424</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N205WN</td>\n",
+       "      <td>19</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N725MQ</td>\n",
+       "      <td>3402</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TVC</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>655</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17730</td>\n",
+       "      <td>1661</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288380</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N839UA</td>\n",
+       "      <td>244</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288382</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24706</td>\n",
+       "      <td>1136</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FCAA</td>\n",
+       "      <td>1750</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N930WN</td>\n",
+       "      <td>625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288389</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3764D</td>\n",
+       "      <td>1394</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N484UA</td>\n",
+       "      <td>708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N407AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N656JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16151</td>\n",
+       "      <td>4678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N304DQ</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288402</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YBAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N326NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N495WN</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N490UA</td>\n",
+       "      <td>236</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N702TW</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>398.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N526VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39728</td>\n",
+       "      <td>1116</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288415</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3769L</td>\n",
+       "      <td>245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288419</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N534JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N555UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3746H</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N365NW</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N413WN</td>\n",
+       "      <td>542</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17169</td>\n",
+       "      <td>6013</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3771K</td>\n",
+       "      <td>479</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3429</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N217JC</td>\n",
+       "      <td>2603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288442</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N524MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N504UA</td>\n",
+       "      <td>207</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N640VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N200PQ</td>\n",
+       "      <td>5092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N350NA</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N353NB</td>\n",
+       "      <td>1091</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24212</td>\n",
+       "      <td>1259</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N927LR</td>\n",
+       "      <td>2751</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FBAA</td>\n",
+       "      <td>1762</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73278</td>\n",
+       "      <td>1481</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N892AT</td>\n",
+       "      <td>778</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N612JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>4209</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TVC</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>644</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N633JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288471</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37465</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N959DL</td>\n",
+       "      <td>975</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288476</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33714</td>\n",
+       "      <td>1128</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N960DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N525UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23707</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3736C</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288481</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17159</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288482</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N720MQ</td>\n",
+       "      <td>3573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18120</td>\n",
+       "      <td>5804</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N834AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N522MQ</td>\n",
+       "      <td>3662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36207</td>\n",
+       "      <td>1532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288490</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N495UA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N846VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N741SA</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4373</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>1505</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ABQ</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>1826</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N981DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288504</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N733UW</td>\n",
+       "      <td>2193</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N621VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N711MQ</td>\n",
+       "      <td>3486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N928DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N543MQ</td>\n",
+       "      <td>3384</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33209</td>\n",
+       "      <td>1241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N591JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288516</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N605JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N265WN</td>\n",
+       "      <td>579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5395</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TVC</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>655</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21129</td>\n",
+       "      <td>6120</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14173</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N751UW</td>\n",
+       "      <td>2195</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288523</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N520MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288524</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N48901</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N828UA</td>\n",
+       "      <td>682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N807MQ</td>\n",
+       "      <td>3621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N735MQ</td>\n",
+       "      <td>3603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N239JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288533</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N662JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N608QX</td>\n",
+       "      <td>5169</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>686</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N809UA</td>\n",
+       "      <td>667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N566JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288541</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N563JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N615JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N923AT</td>\n",
+       "      <td>485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>486</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>815.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1203.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>3</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288818</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>914.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1133.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288863</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1014.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1217.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14198</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1029.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1314.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N805JB</td>\n",
+       "      <td>5</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1038.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N578UA</td>\n",
+       "      <td>263</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1110.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1257.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>3670</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>5144</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TVC</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>655</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1138.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N565JB</td>\n",
+       "      <td>53</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1202.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1316.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N340NB</td>\n",
+       "      <td>867</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288951</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1324.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>2380</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1257.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>3546</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>288983</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N398CA</td>\n",
+       "      <td>4974</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1357.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N529AA</td>\n",
+       "      <td>743</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26123</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289090</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N635JB</td>\n",
+       "      <td>213</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289103</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14173</td>\n",
+       "      <td>5799</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N571JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289152</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N559UW</td>\n",
+       "      <td>1995</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289159</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N944UW</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>5207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7739A</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289204</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N707EV</td>\n",
+       "      <td>5058</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N185DN</td>\n",
+       "      <td>843</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289228</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N821JB</td>\n",
+       "      <td>423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8968E</td>\n",
+       "      <td>4268</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N534JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289255</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N942MQ</td>\n",
+       "      <td>3202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289269</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N169UW</td>\n",
+       "      <td>802</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N639AA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N309JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11539</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BJAA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N368JB</td>\n",
+       "      <td>1202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289355</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N944DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N822MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289382</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289389</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289400</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N760JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289408</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3750D</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289419</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4347</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>847.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N188DN</td>\n",
+       "      <td>763</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>949.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N538UW</td>\n",
+       "      <td>2085</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>544</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N987DL</td>\n",
+       "      <td>1847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1238.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>3689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>6115</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289848</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WVAA</td>\n",
+       "      <td>329</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289857</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4302</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>3658</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>289948</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N526MQ</td>\n",
+       "      <td>3669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290004</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CFAA</td>\n",
+       "      <td>753</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290033</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N394AA</td>\n",
+       "      <td>1769</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>3357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290091</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>5940</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>416</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21537</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290169</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N588JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290183</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N154DL</td>\n",
+       "      <td>17</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290194</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N226WN</td>\n",
+       "      <td>441</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75428</td>\n",
+       "      <td>1186</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N372DA</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N324AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N565JB</td>\n",
+       "      <td>1013</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N360NB</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N325NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290262</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N587UA</td>\n",
+       "      <td>755</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N953AT</td>\n",
+       "      <td>685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N562JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8631E</td>\n",
+       "      <td>4218</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N432UA</td>\n",
+       "      <td>604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12201</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>6120</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>263</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N612JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>528.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N661JB</td>\n",
+       "      <td>1503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>723.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>912.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>725.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>848.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N448WN</td>\n",
+       "      <td>249</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>926.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1139.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N918XJ</td>\n",
+       "      <td>3538</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>940.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KKAA</td>\n",
+       "      <td>1949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290677</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1049.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1157.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>116</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1108.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N877AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1234.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3466</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290723</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>372.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1207.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N228JB</td>\n",
+       "      <td>2602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N239JB</td>\n",
+       "      <td>2502</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>1318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290830</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1352.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N607JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3319</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290858</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4188</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N503JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24224</td>\n",
+       "      <td>1601</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290964</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>4978</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>290997</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>477</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291001</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N505JB</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8683B</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291081</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N618MQ</td>\n",
+       "      <td>3202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291090</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291093</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3440</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291107</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>803</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N606JB</td>\n",
+       "      <td>1801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N735SA</td>\n",
+       "      <td>401</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N343NW</td>\n",
+       "      <td>2383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291213</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N554UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>366.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N21723</td>\n",
+       "      <td>1625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291217</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3448</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291232</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8525B</td>\n",
+       "      <td>4245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N935XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291240</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3764D</td>\n",
+       "      <td>245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N813AY</td>\n",
+       "      <td>3807</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N950DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N741EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>405.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>400.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N893AT</td>\n",
+       "      <td>721</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291296</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N599AA</td>\n",
+       "      <td>363</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N933AT</td>\n",
+       "      <td>685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291306</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N632SW</td>\n",
+       "      <td>565</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N525UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291335</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N279WN</td>\n",
+       "      <td>1707</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>600.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>1503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>749.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1028.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>3550</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>923.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1137.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N807MQ</td>\n",
+       "      <td>3370</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291603</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>941.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>1123.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N834AS</td>\n",
+       "      <td>5747</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291622</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1008.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1233.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N805MQ</td>\n",
+       "      <td>3272</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291623</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1014.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1157.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11199</td>\n",
+       "      <td>4212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1016.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8936A</td>\n",
+       "      <td>3879</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1033.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11127</td>\n",
+       "      <td>4691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1045.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N738MQ</td>\n",
+       "      <td>3478</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1056.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8611A</td>\n",
+       "      <td>3608</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1057.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8747B</td>\n",
+       "      <td>4060</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>549</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291659</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1100.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3APAA</td>\n",
+       "      <td>1871</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1112.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1233.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N896AT</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1114.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N767UW</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1129.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N662JB</td>\n",
+       "      <td>925</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291697</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1156.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4175</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AVL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>583</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291701</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1202.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N193UW</td>\n",
+       "      <td>1753</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291707</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13903</td>\n",
+       "      <td>5813</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291711</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>2602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291712</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1356.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N537JB</td>\n",
+       "      <td>53</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291723</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N757UW</td>\n",
+       "      <td>2177</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1239.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301DQ</td>\n",
+       "      <td>2343</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N174US</td>\n",
+       "      <td>2077</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N731SA</td>\n",
+       "      <td>1090</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N904FJ</td>\n",
+       "      <td>2729</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1257.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1524.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N383DN</td>\n",
+       "      <td>1647</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1259.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N571JB</td>\n",
+       "      <td>971</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1301.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N805UA</td>\n",
+       "      <td>255</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1440.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4711</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N547JB</td>\n",
+       "      <td>323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N427UA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33132</td>\n",
+       "      <td>1550</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1327.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N955WN</td>\n",
+       "      <td>1517</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291767</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N108UW</td>\n",
+       "      <td>1879</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N385DN</td>\n",
+       "      <td>1174</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18114</td>\n",
+       "      <td>4495</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291772</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CHAA</td>\n",
+       "      <td>739</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KTAA</td>\n",
+       "      <td>2099</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N968DL</td>\n",
+       "      <td>954</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291780</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N627JB</td>\n",
+       "      <td>41</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N648DL</td>\n",
+       "      <td>1947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N329AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N189UW</td>\n",
+       "      <td>2079</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N910WN</td>\n",
+       "      <td>42</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1425.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>3842</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>2502</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1426.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>3843</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N633JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291817</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>213</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N203FR</td>\n",
+       "      <td>507</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>5812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291855</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>308</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291862</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N419WN</td>\n",
+       "      <td>4103</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N807UA</td>\n",
+       "      <td>772</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1516.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N309DE</td>\n",
+       "      <td>673</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291868</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N430UA</td>\n",
+       "      <td>618</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291876</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N474WN</td>\n",
+       "      <td>491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291878</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N206JB</td>\n",
+       "      <td>2480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291880</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>3588</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N896AT</td>\n",
+       "      <td>350</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291897</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N914DL</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>4336</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11176</td>\n",
+       "      <td>4213</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8942A</td>\n",
+       "      <td>4115</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4302</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N585JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N535MQ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N757UW</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N504JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N384DA</td>\n",
+       "      <td>1773</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13132</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N439UA</td>\n",
+       "      <td>253</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291975</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291977</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291978</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291980</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291987</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4474</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>291988</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292009</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11193</td>\n",
+       "      <td>4667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292013</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8506C</td>\n",
+       "      <td>3926</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>662</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N630WN</td>\n",
+       "      <td>1350</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292026</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JUAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292038</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292049</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N25134</td>\n",
+       "      <td>4431</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292052</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292057</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3400</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>745</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N716EV</td>\n",
+       "      <td>5091</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292064</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>408</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292065</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N797MX</td>\n",
+       "      <td>3928</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292069</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4395</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292071</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>2302</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292076</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13903</td>\n",
+       "      <td>4091</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292081</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N732SW</td>\n",
+       "      <td>4209</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N381DN</td>\n",
+       "      <td>479</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292097</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N528AA</td>\n",
+       "      <td>1507</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292099</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N626VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292100</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292102</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N552JB</td>\n",
+       "      <td>803</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292105</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N823MQ</td>\n",
+       "      <td>3365</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N507JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3310</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292143</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N955WN</td>\n",
+       "      <td>401</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292145</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>3472</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37437</td>\n",
+       "      <td>1571</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292159</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N761ND</td>\n",
+       "      <td>5509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292160</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>AS</td>\n",
+       "      <td>N407AS</td>\n",
+       "      <td>7</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292167</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4113</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N210FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N648JB</td>\n",
+       "      <td>669</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJC</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292183</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N53442</td>\n",
+       "      <td>1180</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N449WN</td>\n",
+       "      <td>441</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292203</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N240WN</td>\n",
+       "      <td>200</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N968DL</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292220</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11176</td>\n",
+       "      <td>5890</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292233</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N972DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11189</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N238WN</td>\n",
+       "      <td>565</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292255</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18114</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292257</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77431</td>\n",
+       "      <td>1152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N524JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N823MQ</td>\n",
+       "      <td>3621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292279</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N30401</td>\n",
+       "      <td>1163</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N138EV</td>\n",
+       "      <td>5092</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37409</td>\n",
+       "      <td>1680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15574</td>\n",
+       "      <td>4276</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>859.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1031.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N633SW</td>\n",
+       "      <td>4461</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>930.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N810MQ</td>\n",
+       "      <td>3363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>952.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1152.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13965</td>\n",
+       "      <td>4175</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AVL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>583</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N529JB</td>\n",
+       "      <td>483</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N195PQ</td>\n",
+       "      <td>5545</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292834</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>4974</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292853</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14168</td>\n",
+       "      <td>4193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292916</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29917</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N719EV</td>\n",
+       "      <td>4949</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37470</td>\n",
+       "      <td>1149</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N720WN</td>\n",
+       "      <td>201</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292977</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N760JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292987</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4336</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>292991</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12142</td>\n",
+       "      <td>5675</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293039</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N823UA</td>\n",
+       "      <td>998</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293042</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N173DZ</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293071</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>5432</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293098</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N584AA</td>\n",
+       "      <td>2223</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N717MQ</td>\n",
+       "      <td>3391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293113</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N396SW</td>\n",
+       "      <td>4720</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N48127</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N946WN</td>\n",
+       "      <td>3928</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293164</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N905DL</td>\n",
+       "      <td>1982</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N399DA</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293167</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4581</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N508JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N53442</td>\n",
+       "      <td>1414</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33284</td>\n",
+       "      <td>1534</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293210</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11109</td>\n",
+       "      <td>4283</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293221</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N198UW</td>\n",
+       "      <td>1873</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4194</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293257</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14214</td>\n",
+       "      <td>1703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27239</td>\n",
+       "      <td>1439</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11106</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N919DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293287</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14162</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37468</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293293</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N554JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N910DE</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N975DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N768JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14168</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3470</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36447</td>\n",
+       "      <td>1532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N911DL</td>\n",
+       "      <td>1247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N534JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4139</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N603JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76508</td>\n",
+       "      <td>1163</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N796JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>704.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>943.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N26215</td>\n",
+       "      <td>1545</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>730.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1116.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N635JB</td>\n",
+       "      <td>1403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>813.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N648JB</td>\n",
+       "      <td>525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>953.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>954.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1145.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N738MQ</td>\n",
+       "      <td>3531</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293639</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1005.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1222.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N604QX</td>\n",
+       "      <td>4998</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293642</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1013.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1327.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N536UA</td>\n",
+       "      <td>212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293687</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1101.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N915XJ</td>\n",
+       "      <td>3466</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293703</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1115.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1348.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37422</td>\n",
+       "      <td>1581</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1153.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N508UA</td>\n",
+       "      <td>642</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1235.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75436</td>\n",
+       "      <td>1216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N592JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293846</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15973</td>\n",
+       "      <td>3838</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4109</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>316</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293916</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>4949</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N320AA</td>\n",
+       "      <td>117</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>293990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N834AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294002</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N397DA</td>\n",
+       "      <td>1773</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N504UA</td>\n",
+       "      <td>404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294022</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N635JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294031</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N833UA</td>\n",
+       "      <td>271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15985</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294055</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27239</td>\n",
+       "      <td>1284</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BJAA</td>\n",
+       "      <td>763</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294105</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N492UA</td>\n",
+       "      <td>623</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294107</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N524JB</td>\n",
+       "      <td>167</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>OAK</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2576</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294112</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12126</td>\n",
+       "      <td>4225</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294113</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N304JB</td>\n",
+       "      <td>1516</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294150</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N554NW</td>\n",
+       "      <td>2247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294163</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N854UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294169</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>602</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>86</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N658JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294194</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N923XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N842UA</td>\n",
+       "      <td>309</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294201</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N524MQ</td>\n",
+       "      <td>3134</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294214</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N589UA</td>\n",
+       "      <td>535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>5091</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5ERAA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11121</td>\n",
+       "      <td>5892</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BCAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294263</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>225</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75433</td>\n",
+       "      <td>1481</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294300</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N592JB</td>\n",
+       "      <td>1083</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23707</td>\n",
+       "      <td>1241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87507</td>\n",
+       "      <td>1532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N709JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3761R</td>\n",
+       "      <td>2065</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>715.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>907.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5068</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1153.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294611</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1111.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>3851</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1024.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1133.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>5815</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294687</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1102.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14105</td>\n",
+       "      <td>4407</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294697</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1319.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>4952</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1308.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>2602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1159.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4510</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N923XJ</td>\n",
+       "      <td>3353</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294814</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1334.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N438UA</td>\n",
+       "      <td>673</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YPAA</td>\n",
+       "      <td>743</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1536.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N398CA</td>\n",
+       "      <td>4974</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294868</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N850UA</td>\n",
+       "      <td>994</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>5796</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294936</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N994DL</td>\n",
+       "      <td>2247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294949</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N355JB</td>\n",
+       "      <td>477</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N631AA</td>\n",
+       "      <td>1813</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N830AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294990</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N563UA</td>\n",
+       "      <td>468</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>294991</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>4949</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295011</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N486WN</td>\n",
+       "      <td>1013</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N555UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N428UA</td>\n",
+       "      <td>643</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295083</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N324JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295099</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N759EV</td>\n",
+       "      <td>5601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N398CA</td>\n",
+       "      <td>5199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295118</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N850UA</td>\n",
+       "      <td>708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N352NB</td>\n",
+       "      <td>1473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77295</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>5890</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N537JB</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N18243</td>\n",
+       "      <td>1555</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295279</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>5395</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TVC</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>655</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3APAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17229</td>\n",
+       "      <td>1123</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N604QX</td>\n",
+       "      <td>5254</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N329AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11113</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77530</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N571JB</td>\n",
+       "      <td>165</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>543.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>839</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295526</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>856.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1140.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N635JB</td>\n",
+       "      <td>683</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>955.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1241.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N353NB</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295589</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1021.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1225.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8696C</td>\n",
+       "      <td>4105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295592</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1022.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N916DL</td>\n",
+       "      <td>1885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>3843</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1343.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>4160</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TVC</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>644</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N470UA</td>\n",
+       "      <td>545</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1530.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N635JB</td>\n",
+       "      <td>1883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14543</td>\n",
+       "      <td>5894</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N187DN</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8696C</td>\n",
+       "      <td>3585</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>5661</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>4949</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N528UA</td>\n",
+       "      <td>887</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ANC</td>\n",
+       "      <td>404.0</td>\n",
+       "      <td>3370</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295966</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N759EV</td>\n",
+       "      <td>5432</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>295976</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>3310</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296009</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36447</td>\n",
+       "      <td>1266</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296040</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N805JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296056</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N820UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N933XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296068</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>71</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296078</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N657JB</td>\n",
+       "      <td>1083</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296090</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296099</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296104</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N603JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N615JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>806.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1101.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N706JB</td>\n",
+       "      <td>453</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1018.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N453UA</td>\n",
+       "      <td>446</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3466</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N23139</td>\n",
+       "      <td>4227</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16561</td>\n",
+       "      <td>5812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8971A</td>\n",
+       "      <td>3698</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>4302</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296699</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296703</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N817UA</td>\n",
+       "      <td>220</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>4133</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PVD</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>160</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296726</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22909</td>\n",
+       "      <td>4352</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N729JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N453UA</td>\n",
+       "      <td>564</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296780</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>6167</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N942MQ</td>\n",
+       "      <td>3202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N504JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>4603</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5432</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16561</td>\n",
+       "      <td>4370</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>5207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>392.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>404.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N631VA</td>\n",
+       "      <td>411</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76503</td>\n",
+       "      <td>1648</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296919</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11184</td>\n",
+       "      <td>4264</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15980</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296948</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296951</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N825AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296956</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>5898</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N585AA</td>\n",
+       "      <td>1507</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15912</td>\n",
+       "      <td>5892</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296989</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N237WN</td>\n",
+       "      <td>1707</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>296995</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>225</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297010</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36476</td>\n",
+       "      <td>1703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297013</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297017</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N605QX</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297018</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297019</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N526JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297160</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>731.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4393</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297233</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>827.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>948.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N432UA</td>\n",
+       "      <td>569</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>956.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1245.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N658JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1059.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N9EAMQ</td>\n",
+       "      <td>3709</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297382</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1105.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N612QX</td>\n",
+       "      <td>5109</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>4998</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1327.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1440.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N560AA</td>\n",
+       "      <td>329</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N614QX</td>\n",
+       "      <td>5132</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297559</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>4193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297592</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N329JB</td>\n",
+       "      <td>2480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297611</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HGAA</td>\n",
+       "      <td>2099</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N491UA</td>\n",
+       "      <td>395</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N612QX</td>\n",
+       "      <td>5199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1629.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N428UA</td>\n",
+       "      <td>685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>5091</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N943DL</td>\n",
+       "      <td>847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N933MQ</td>\n",
+       "      <td>3202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38446</td>\n",
+       "      <td>1223</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297810</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N175DZ</td>\n",
+       "      <td>1163</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297872</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N445UA</td>\n",
+       "      <td>226</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N187DN</td>\n",
+       "      <td>17</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N761RR</td>\n",
+       "      <td>200</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24202</td>\n",
+       "      <td>1618</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>297995</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N577UA</td>\n",
+       "      <td>461</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>817.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>918.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14204</td>\n",
+       "      <td>4522</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>927.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1037.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>3709</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1048.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1155.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N432UA</td>\n",
+       "      <td>562</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N836AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N659DL</td>\n",
+       "      <td>863</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1526.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>5085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N132EV</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3757D</td>\n",
+       "      <td>1529</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37255</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1440.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N663JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N675AW</td>\n",
+       "      <td>686</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N981AT</td>\n",
+       "      <td>350</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N708JB</td>\n",
+       "      <td>325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298648</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>2480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N31131</td>\n",
+       "      <td>4687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N620MQ</td>\n",
+       "      <td>2815</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N537MQ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3750D</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298796</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3377</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3764D</td>\n",
+       "      <td>503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33289</td>\n",
+       "      <td>1648</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N705TW</td>\n",
+       "      <td>1163</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73275</td>\n",
+       "      <td>1558</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KGAA</td>\n",
+       "      <td>119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3765</td>\n",
+       "      <td>2007</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N569JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298973</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N606JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298983</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>4548</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298991</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3310</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298994</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>298998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N589JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>299006</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75858</td>\n",
+       "      <td>1482</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>299007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73270</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>299014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>21</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>508.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>469.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N184DN</td>\n",
+       "      <td>843</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>299133</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>21</td>\n",
+       "      <td>722.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1027.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KFAA</td>\n",
+       "      <td>1895</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>299157</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>21</td>\n",
+       "      <td>739.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>841.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N826AS</td>\n",
+       "      <td>5747</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>299407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1156.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4662</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>299423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1218.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37255</td>\n",
+       "      <td>1625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>299653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>5215</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>299680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>299750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11109</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>299779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>299811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N702TW</td>\n",
+       "      <td>841</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>299826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14203</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>299884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N183DN</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>299926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33292</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>299929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>299966</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>299974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N409UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>299985</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>3604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>299986</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4139</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300002</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N638JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300003</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13124</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300004</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N646JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N663JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N915AT</td>\n",
+       "      <td>357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300008</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>504.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N775JB</td>\n",
+       "      <td>745</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PSE</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1617</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300009</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>536.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>839</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300160</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>751.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>937.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11109</td>\n",
+       "      <td>4535</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>840.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1112.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>4587</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>919.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N329AA</td>\n",
+       "      <td>33</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>939.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1228.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11137</td>\n",
+       "      <td>4111</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>957.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1155.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WJAA</td>\n",
+       "      <td>313</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1002.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3521</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300295</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1005.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N575UA</td>\n",
+       "      <td>212</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1007.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N54241</td>\n",
+       "      <td>1401</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1025.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N451UA</td>\n",
+       "      <td>294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1041.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1252.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>4952</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1216.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N549AA</td>\n",
+       "      <td>327</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1241.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N206JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300431</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N752US</td>\n",
+       "      <td>2177</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1313.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N722US</td>\n",
+       "      <td>2179</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N847MQ</td>\n",
+       "      <td>3386</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N280WN</td>\n",
+       "      <td>4453</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>1543.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N127UW</td>\n",
+       "      <td>2095</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1440.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N186PQ</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>5897</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N319NB</td>\n",
+       "      <td>2043</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1448.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14977</td>\n",
+       "      <td>3806</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14959</td>\n",
+       "      <td>5812</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300504</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38443</td>\n",
+       "      <td>1708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N283AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15574</td>\n",
+       "      <td>4583</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300517</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N567AA</td>\n",
+       "      <td>1841</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1519.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N436AA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13956</td>\n",
+       "      <td>4395</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>1883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1531.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14993</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1740.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N988AT</td>\n",
+       "      <td>350</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XMAA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300559</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N309JB</td>\n",
+       "      <td>477</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>3678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27733</td>\n",
+       "      <td>1149</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33266</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300577</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N615MQ</td>\n",
+       "      <td>2815</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N970AT</td>\n",
+       "      <td>721</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300582</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N833UA</td>\n",
+       "      <td>595</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>594</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300585</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N571UA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1626.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27213</td>\n",
+       "      <td>1290</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N469UA</td>\n",
+       "      <td>685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300602</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CNAA</td>\n",
+       "      <td>779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14168</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37290</td>\n",
+       "      <td>1164</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300608</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36207</td>\n",
+       "      <td>12</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XXAA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N310DE</td>\n",
+       "      <td>673</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300616</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N836AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11137</td>\n",
+       "      <td>5796</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N537JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300623</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78509</td>\n",
+       "      <td>112</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N713UW</td>\n",
+       "      <td>1899</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N171US</td>\n",
+       "      <td>802</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300638</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>4949</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N830AY</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N759EV</td>\n",
+       "      <td>5069</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N354NB</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N506MQ</td>\n",
+       "      <td>3567</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14920</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16170</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N738MQ</td>\n",
+       "      <td>3556</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EBAA</td>\n",
+       "      <td>763</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300677</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3746H</td>\n",
+       "      <td>2407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14543</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N730SW</td>\n",
+       "      <td>1013</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>703</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300686</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N601AW</td>\n",
+       "      <td>686</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300692</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N627JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>1119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N358NB</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300700</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CFAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8698A</td>\n",
+       "      <td>3932</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3301</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N556JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300713</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3377</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N411UA</td>\n",
+       "      <td>249</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HJAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300721</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N702UW</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300723</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N775JB</td>\n",
+       "      <td>283</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300726</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4113</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N183JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>86</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N803UA</td>\n",
+       "      <td>411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76526</td>\n",
+       "      <td>1580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N241WN</td>\n",
+       "      <td>201</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CEAA</td>\n",
+       "      <td>145</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>408</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N560UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>2302</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N694MQ</td>\n",
+       "      <td>2949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14731</td>\n",
+       "      <td>1281</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N656JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GSAA</td>\n",
+       "      <td>1750</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300758</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17244</td>\n",
+       "      <td>1078</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KHAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37474</td>\n",
+       "      <td>1141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300766</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DGAA</td>\n",
+       "      <td>1711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300769</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GVAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8790A</td>\n",
+       "      <td>3793</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300774</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23708</td>\n",
+       "      <td>1219</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300776</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CMAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N273JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N376NW</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N942MQ</td>\n",
+       "      <td>3216</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300789</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N853UA</td>\n",
+       "      <td>619</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24212</td>\n",
+       "      <td>1531</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N206JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300795</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N722US</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N435UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N482WN</td>\n",
+       "      <td>401</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39461</td>\n",
+       "      <td>1618</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300807</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300810</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N303DQ</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300811</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EEAA</td>\n",
+       "      <td>1901</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300815</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N530MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300820</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3399</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>669</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJC</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300822</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GEAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N642VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N827UA</td>\n",
+       "      <td>493</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N612QX</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300826</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N565JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24715</td>\n",
+       "      <td>1139</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N908DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300832</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N546AA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300834</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N507JB</td>\n",
+       "      <td>71</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300836</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N939WN</td>\n",
+       "      <td>4209</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300837</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N174US</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87507</td>\n",
+       "      <td>1703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14562</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KCAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300843</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N892AT</td>\n",
+       "      <td>623</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300852</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FKAA</td>\n",
+       "      <td>361</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N877AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>5892</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N161UW</td>\n",
+       "      <td>1815</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300863</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N325US</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N594UA</td>\n",
+       "      <td>236</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N908XJ</td>\n",
+       "      <td>3350</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N508JB</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FSAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WJAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300872</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300873</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12142</td>\n",
+       "      <td>4462</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300878</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N294WN</td>\n",
+       "      <td>1368</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N179JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300880</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N25134</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300883</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27213</td>\n",
+       "      <td>1555</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N599JB</td>\n",
+       "      <td>135</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N607LR</td>\n",
+       "      <td>5596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N187US</td>\n",
+       "      <td>2039</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XMAA</td>\n",
+       "      <td>363</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300891</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N970AT</td>\n",
+       "      <td>685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3385</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300894</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N764SW</td>\n",
+       "      <td>441</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N444WN</td>\n",
+       "      <td>565</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N985DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300902</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N462WN</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N41104</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3376</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8891A</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N583JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11137</td>\n",
+       "      <td>4204</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3735D</td>\n",
+       "      <td>2065</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12136</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8976E</td>\n",
+       "      <td>3748</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N338AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N806MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N807JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N702UW</td>\n",
+       "      <td>2197</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2225.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8884E</td>\n",
+       "      <td>4033</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>647</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>3604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N625JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8914A</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14907</td>\n",
+       "      <td>4695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N5PBMQ</td>\n",
+       "      <td>3662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N768JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300943</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27733</td>\n",
+       "      <td>1241</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N784SW</td>\n",
+       "      <td>1707</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300949</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5254</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>300952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N607JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>912.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1228.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>59</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1040.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1227.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N315US</td>\n",
+       "      <td>181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1143.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N565JB</td>\n",
+       "      <td>5</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1220.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N625JB</td>\n",
+       "      <td>127</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301441</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N618DL</td>\n",
+       "      <td>1647</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1325.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N323NB</td>\n",
+       "      <td>401</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1334.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N588UA</td>\n",
+       "      <td>580</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301504</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1434.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N359NW</td>\n",
+       "      <td>1443</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N314NB</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301557</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N919AT</td>\n",
+       "      <td>350</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301559</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N462WN</td>\n",
+       "      <td>4103</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N820AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301622</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N627JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301625</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N9EAMQ</td>\n",
+       "      <td>3678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301636</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N457UA</td>\n",
+       "      <td>685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301667</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1649.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33292</td>\n",
+       "      <td>1493</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N68452</td>\n",
+       "      <td>1638</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301744</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FHAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8970D</td>\n",
+       "      <td>3932</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301757</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N359NB</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301764</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N534JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N348NB</td>\n",
+       "      <td>1473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301819</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2034.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N376NW</td>\n",
+       "      <td>2383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301823</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N623AA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>290.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301857</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N56859</td>\n",
+       "      <td>1165</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AXAA</td>\n",
+       "      <td>791</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14704</td>\n",
+       "      <td>1139</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N850UA</td>\n",
+       "      <td>675</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76526</td>\n",
+       "      <td>1236</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301943</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N193JB</td>\n",
+       "      <td>1202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N359NW</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301955</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N922AT</td>\n",
+       "      <td>357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N484UA</td>\n",
+       "      <td>465</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76519</td>\n",
+       "      <td>1146</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N658JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>301975</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12540</td>\n",
+       "      <td>4625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302081</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>733.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>838.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5716</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302215</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>955.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1143.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3507</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302279</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1136.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FJAA</td>\n",
+       "      <td>1357</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1137.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N25705</td>\n",
+       "      <td>1625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1156.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N432UA</td>\n",
+       "      <td>465</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N569UA</td>\n",
+       "      <td>420</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302305</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1216.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3284</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1249.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1545.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N939DL</td>\n",
+       "      <td>954</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N439UA</td>\n",
+       "      <td>332</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1411.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3303</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17138</td>\n",
+       "      <td>5797</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N763JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N506MQ</td>\n",
+       "      <td>3567</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N491UA</td>\n",
+       "      <td>340</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>3318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N368SW</td>\n",
+       "      <td>1121</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302585</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DBAA</td>\n",
+       "      <td>1467</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302608</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3377</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N432UA</td>\n",
+       "      <td>649</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N974DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302666</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N309US</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302677</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N937XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N559JB</td>\n",
+       "      <td>283</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302700</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N663MQ</td>\n",
+       "      <td>3044</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302701</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N566UA</td>\n",
+       "      <td>307</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>702.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>918.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>27</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>828.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1104.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N811UA</td>\n",
+       "      <td>465</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302919</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>837.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1058.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N35407</td>\n",
+       "      <td>1115</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>302971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>945.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>163</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1041</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303054</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1325.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4495</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303085</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>HA</td>\n",
+       "      <td>N391HA</td>\n",
+       "      <td>51</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>609.0</td>\n",
+       "      <td>4983</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N491UA</td>\n",
+       "      <td>595</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1316.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1600.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N572UA</td>\n",
+       "      <td>996</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N582AA</td>\n",
+       "      <td>743</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303245</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1516.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N811UA</td>\n",
+       "      <td>298</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1517.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4502</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303303</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15985</td>\n",
+       "      <td>4336</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303312</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17169</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N562JB</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87531</td>\n",
+       "      <td>1556</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N925DL</td>\n",
+       "      <td>2280</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N611QX</td>\n",
+       "      <td>4978</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N401UA</td>\n",
+       "      <td>249</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303384</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N759EV</td>\n",
+       "      <td>5069</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33286</td>\n",
+       "      <td>1078</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>4431</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N741EV</td>\n",
+       "      <td>5207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13124</td>\n",
+       "      <td>5893</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13979</td>\n",
+       "      <td>5892</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N935XJ</td>\n",
+       "      <td>3350</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N600QX</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N576UA</td>\n",
+       "      <td>270</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4714</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N552UW</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N621JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303639</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77431</td>\n",
+       "      <td>1532</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N802UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N524JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>726.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>958.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N709JB</td>\n",
+       "      <td>371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>801.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1030.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N504JB</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>303963</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1018.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1220.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5109</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304031</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1138.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1241.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18120</td>\n",
+       "      <td>4347</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304059</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N347NB</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304081</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1242.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N87512</td>\n",
+       "      <td>1735</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304114</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N720EV</td>\n",
+       "      <td>5512</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N169UW</td>\n",
+       "      <td>2083</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N583JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304183</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N709JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12109</td>\n",
+       "      <td>1186</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304233</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N678AW</td>\n",
+       "      <td>686</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>301</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N903XJ</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N828MQ</td>\n",
+       "      <td>3416</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304332</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N906DL</td>\n",
+       "      <td>1982</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N827JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N607JB</td>\n",
+       "      <td>283</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304411</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N507JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304425</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N656AW</td>\n",
+       "      <td>681</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N437UA</td>\n",
+       "      <td>226</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N930XJ</td>\n",
+       "      <td>3347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N763JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36272</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N719EV</td>\n",
+       "      <td>5207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27722</td>\n",
+       "      <td>1139</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N657JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N368JB</td>\n",
+       "      <td>1202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304583</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N325US</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N570JB</td>\n",
+       "      <td>1083</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N828MQ</td>\n",
+       "      <td>3573</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N634JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N583JB</td>\n",
+       "      <td>135</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WLAA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304623</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38458</td>\n",
+       "      <td>1037</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304846</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>833.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1039.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N146PQ</td>\n",
+       "      <td>5068</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>928.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N449UA</td>\n",
+       "      <td>482</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>954.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1137.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>4918</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>954.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73406</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1017.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1228.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N438UA</td>\n",
+       "      <td>333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304981</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1111.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N596UA</td>\n",
+       "      <td>443</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304986</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1118.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N543AA</td>\n",
+       "      <td>317</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>304997</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1129.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1244.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N544MQ</td>\n",
+       "      <td>3611</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1212.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N346NB</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305051</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1246.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1404.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N722EV</td>\n",
+       "      <td>5273</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305068</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1258.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14153</td>\n",
+       "      <td>4471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>4974</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305124</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1401.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>4905</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11181</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ALAA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305253</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>392.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>398.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N615JB</td>\n",
+       "      <td>199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1622.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FJAA</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305293</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N831UA</td>\n",
+       "      <td>375</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305300</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>4949</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305344</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N36915</td>\n",
+       "      <td>6101</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305371</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N593UA</td>\n",
+       "      <td>289</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77430</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N769US</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N311US</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305465</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N922XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N524JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305588</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N936AT</td>\n",
+       "      <td>357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N968DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>2002</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N657JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305609</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>486</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305611</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>537.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N554JB</td>\n",
+       "      <td>745</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PSE</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1617</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1038.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>281</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1115.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1306.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N832AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>305987</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1202.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1516.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76528</td>\n",
+       "      <td>1257</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1220.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306047</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1326.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JCAA</td>\n",
+       "      <td>731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1427.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N746JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306075</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14105</td>\n",
+       "      <td>4682</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N68061</td>\n",
+       "      <td>15</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HNL</td>\n",
+       "      <td>587.0</td>\n",
+       "      <td>4963</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306092</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FRAA</td>\n",
+       "      <td>1850</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306112</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1521.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N974DL</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306113</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>3572</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306114</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N537MQ</td>\n",
+       "      <td>3658</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>3588</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N986DL</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306140</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>5675</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306141</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WMAA</td>\n",
+       "      <td>1983</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N541US</td>\n",
+       "      <td>2347</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306146</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JUAA</td>\n",
+       "      <td>1621</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N458UA</td>\n",
+       "      <td>460</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3301</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306156</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N942WN</td>\n",
+       "      <td>201</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N550WN</td>\n",
+       "      <td>4103</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306164</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N952UW</td>\n",
+       "      <td>1714</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>96</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N946UW</td>\n",
+       "      <td>2152</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306167</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N769US</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14168</td>\n",
+       "      <td>4471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EWAA</td>\n",
+       "      <td>751</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N957DL</td>\n",
+       "      <td>1902</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N402UA</td>\n",
+       "      <td>404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306177</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N353SW</td>\n",
+       "      <td>4720</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N57111</td>\n",
+       "      <td>1651</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4377</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306193</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BUAA</td>\n",
+       "      <td>753</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N432UA</td>\n",
+       "      <td>514</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306200</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N735MQ</td>\n",
+       "      <td>3391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306204</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N851UA</td>\n",
+       "      <td>744</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306208</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N839AY</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>425</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306211</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16183</td>\n",
+       "      <td>4109</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N477WN</td>\n",
+       "      <td>491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306213</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N762US</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306214</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3760</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306216</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>5899</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306218</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N298WN</td>\n",
+       "      <td>4209</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306220</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306222</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306223</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N657JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306226</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33266</td>\n",
+       "      <td>1140</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306227</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>252.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N615JB</td>\n",
+       "      <td>1639</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306232</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N820AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N464UA</td>\n",
+       "      <td>454</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>1883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N687DL</td>\n",
+       "      <td>2247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N536JB</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306239</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>5069</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306240</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N306JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N942DL</td>\n",
+       "      <td>847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N357NB</td>\n",
+       "      <td>127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>4903</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306245</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N759EV</td>\n",
+       "      <td>5091</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N468UA</td>\n",
+       "      <td>529</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306247</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>581</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N589UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306249</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>3372</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>3849</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306252</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16963</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N935XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306256</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>264.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16981</td>\n",
+       "      <td>4696</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306257</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>3411</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N368JB</td>\n",
+       "      <td>1516</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306261</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N442UA</td>\n",
+       "      <td>464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N322NB</td>\n",
+       "      <td>402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306266</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>4949</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306267</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3761R</td>\n",
+       "      <td>1394</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306273</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14902</td>\n",
+       "      <td>4120</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>246</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306274</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N598UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306276</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N426UA</td>\n",
+       "      <td>501</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306277</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14242</td>\n",
+       "      <td>1064</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N337NB</td>\n",
+       "      <td>1231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306279</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N433UA</td>\n",
+       "      <td>635</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306280</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N523UW</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N204FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N824UA</td>\n",
+       "      <td>643</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306283</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N559AA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N316US</td>\n",
+       "      <td>2383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>269</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BFAA</td>\n",
+       "      <td>523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306289</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N765US</td>\n",
+       "      <td>1899</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306291</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306293</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N461UA</td>\n",
+       "      <td>525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YJAA</td>\n",
+       "      <td>335</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306299</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306301</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N822UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N312US</td>\n",
+       "      <td>884</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306307</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N193JB</td>\n",
+       "      <td>2302</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306308</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N179UW</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306309</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N354AA</td>\n",
+       "      <td>613</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306311</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N197JB</td>\n",
+       "      <td>2480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N745VJ</td>\n",
+       "      <td>2189</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306314</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N829UA</td>\n",
+       "      <td>312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306315</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8932C</td>\n",
+       "      <td>3932</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306319</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N635DL</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N478UA</td>\n",
+       "      <td>412</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N803UA</td>\n",
+       "      <td>685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306323</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N904FJ</td>\n",
+       "      <td>2751</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N512MQ</td>\n",
+       "      <td>3070</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N152DL</td>\n",
+       "      <td>569</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N951UW</td>\n",
+       "      <td>2158</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306334</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N929DL</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306335</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>477</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N323US</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N906DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306338</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N638JB</td>\n",
+       "      <td>263</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306339</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12175</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BRAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BNAA</td>\n",
+       "      <td>1339</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N506JB</td>\n",
+       "      <td>283</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12126</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3756</td>\n",
+       "      <td>503</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306349</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N948DL</td>\n",
+       "      <td>1982</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306354</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>3834</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306356</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N603JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306357</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18102</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N452UA</td>\n",
+       "      <td>569</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N908XJ</td>\n",
+       "      <td>3310</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306361</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N569JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N593JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>1202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306367</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>1119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N737US</td>\n",
+       "      <td>2191</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306369</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N368NB</td>\n",
+       "      <td>1473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306372</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N552UW</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>408</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N150UW</td>\n",
+       "      <td>1815</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N180US</td>\n",
+       "      <td>2039</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306379</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N539UA</td>\n",
+       "      <td>208</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306383</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N325US</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306389</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>3399</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306390</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N740UW</td>\n",
+       "      <td>2193</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N521UA</td>\n",
+       "      <td>798</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306394</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N248WN</td>\n",
+       "      <td>401</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306395</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FFAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306396</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N851MQ</td>\n",
+       "      <td>3591</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306401</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N240AT</td>\n",
+       "      <td>623</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8808H</td>\n",
+       "      <td>3793</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306405</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N473AA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N855UA</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306414</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N519MQ</td>\n",
+       "      <td>3486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306416</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306417</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N834AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306418</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N606JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306419</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N521MQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11165</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>OO</td>\n",
+       "      <td>N790SK</td>\n",
+       "      <td>5568</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N480UA</td>\n",
+       "      <td>483</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N823AY</td>\n",
+       "      <td>3830</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GMAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306430</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DAAA</td>\n",
+       "      <td>793</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N849MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N700GS</td>\n",
+       "      <td>1013</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306438</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N298JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N662JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23721</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306442</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N762US</td>\n",
+       "      <td>2195</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N962DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>3360</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76269</td>\n",
+       "      <td>1022</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N718TW</td>\n",
+       "      <td>1643</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11565</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306454</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N0EGMQ</td>\n",
+       "      <td>3349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N198JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N219WN</td>\n",
+       "      <td>1368</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N1EAMQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N15710</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306466</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N387DA</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N978DL</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14173</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NB</td>\n",
+       "      <td>1181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2337.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N534MQ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JRAA</td>\n",
+       "      <td>1742</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N925XJ</td>\n",
+       "      <td>3367</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14116</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306482</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2350.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>3384</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N368JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N458UA</td>\n",
+       "      <td>698</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306485</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N585UA</td>\n",
+       "      <td>471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N980AT</td>\n",
+       "      <td>357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N745VJ</td>\n",
+       "      <td>2197</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306490</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N805MQ</td>\n",
+       "      <td>3621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4560</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15986</td>\n",
+       "      <td>4504</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>3842</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8790A</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N633JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>278.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N510JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N710SW</td>\n",
+       "      <td>1707</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N537JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N338AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N812UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N563JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8970D</td>\n",
+       "      <td>4191</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N539MQ</td>\n",
+       "      <td>3660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N805JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>436.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>399.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3763D</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>4700</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2356.0</td>\n",
+       "      <td>424.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>398.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N470UA</td>\n",
+       "      <td>708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N298WN</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N649JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>4909</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306579</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3735D</td>\n",
+       "      <td>961</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306757</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>813.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>930.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15572</td>\n",
+       "      <td>4522</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306788</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>831.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1026.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N534UW</td>\n",
+       "      <td>623</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306808</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>852.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1013.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>3267</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306824</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>905.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1151.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>163</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1041</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306852</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>939.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1052.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3355</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1101.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N595UA</td>\n",
+       "      <td>642</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1137.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N339AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>306945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1143.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N1EAMQ</td>\n",
+       "      <td>3644</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307016</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1259.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14203</td>\n",
+       "      <td>4567</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13138</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307087</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N222WN</td>\n",
+       "      <td>4103</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307090</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>3760</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307115</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1613.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N368JB</td>\n",
+       "      <td>286</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307121</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1459.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11165</td>\n",
+       "      <td>4552</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1612.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N339JB</td>\n",
+       "      <td>477</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>4978</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307210</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N197UW</td>\n",
+       "      <td>802</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307235</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14118</td>\n",
+       "      <td>1651</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N1EAMQ</td>\n",
+       "      <td>3622</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1735.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N810MQ</td>\n",
+       "      <td>3391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N203JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307325</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3748</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307352</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N846UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N203FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N368JB</td>\n",
+       "      <td>86</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307370</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N942LR</td>\n",
+       "      <td>2751</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N373JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307410</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N505JB</td>\n",
+       "      <td>803</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N638JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>1202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2004.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24715</td>\n",
+       "      <td>1128</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N662JB</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N606JB</td>\n",
+       "      <td>1083</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>5525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N709TW</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>308.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N566JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N519JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>1505</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ABQ</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1826</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307523</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N722EV</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307533</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N803UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307541</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N511UA</td>\n",
+       "      <td>394</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12552</td>\n",
+       "      <td>4560</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307548</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N705JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307551</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5503</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>195</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307726</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>804.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4334</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307768</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>840.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1015.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19966</td>\n",
+       "      <td>4125</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>905.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1052.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14180</td>\n",
+       "      <td>4471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1001.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N955UW</td>\n",
+       "      <td>2140</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1318.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N656AW</td>\n",
+       "      <td>604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1440.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N579UA</td>\n",
+       "      <td>497</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1205.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N612JB</td>\n",
+       "      <td>971</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307943</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N506MQ</td>\n",
+       "      <td>3689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>307959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1356.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>3466</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WJAA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308162</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5ETAA</td>\n",
+       "      <td>1917</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>3070</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>4949</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308214</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N594UA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308236</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N471UA</td>\n",
+       "      <td>271</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308304</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N855UA</td>\n",
+       "      <td>708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KSAA</td>\n",
+       "      <td>1786</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N525UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308316</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BVAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12967</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308330</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JTAA</td>\n",
+       "      <td>1339</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N459UA</td>\n",
+       "      <td>404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308367</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FGAA</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308392</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>OO</td>\n",
+       "      <td>N762SK</td>\n",
+       "      <td>5568</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N347NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308410</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N403AA</td>\n",
+       "      <td>347</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308423</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N575AA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308428</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N524MQ</td>\n",
+       "      <td>3134</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N815UA</td>\n",
+       "      <td>269</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308488</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N255WN</td>\n",
+       "      <td>1707</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7738A</td>\n",
+       "      <td>441</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308497</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3755D</td>\n",
+       "      <td>1629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308500</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>229.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N709JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308503</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KSAA</td>\n",
+       "      <td>1742</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37408</td>\n",
+       "      <td>1066</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308512</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N807JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>31</td>\n",
+       "      <td>750.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1006.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39463</td>\n",
+       "      <td>1439</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>31</td>\n",
+       "      <td>805.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1059.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77258</td>\n",
+       "      <td>1287</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>31</td>\n",
+       "      <td>810.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1030.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N503UA</td>\n",
+       "      <td>867</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308703</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>31</td>\n",
+       "      <td>911.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N569UA</td>\n",
+       "      <td>395</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>31</td>\n",
+       "      <td>915.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1209.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N684DA</td>\n",
+       "      <td>1415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>31</td>\n",
+       "      <td>950.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N8317M</td>\n",
+       "      <td>135</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1133.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N760JB</td>\n",
+       "      <td>271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HLAA</td>\n",
+       "      <td>731</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308803</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1256.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N482AA</td>\n",
+       "      <td>323</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1314.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N537MQ</td>\n",
+       "      <td>3616</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16541</td>\n",
+       "      <td>6054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N969AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N933DN</td>\n",
+       "      <td>2247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N577AA</td>\n",
+       "      <td>2223</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N678MQ</td>\n",
+       "      <td>3202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>308998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1619.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4552</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309056</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N590JB</td>\n",
+       "      <td>283</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309065</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N833AY</td>\n",
+       "      <td>3959</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309075</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GKAA</td>\n",
+       "      <td>2485</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N520UA</td>\n",
+       "      <td>568</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309099</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N507MJ</td>\n",
+       "      <td>3762</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309103</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FGAA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N948DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>8</td>\n",
+       "      <td>31</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N505JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309203</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>849.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1012.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4548</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>416</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309382</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1001.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1142.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N720MQ</td>\n",
+       "      <td>3370</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1034.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1214.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N500MQ</td>\n",
+       "      <td>3565</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N932AT</td>\n",
+       "      <td>350</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>316</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>209</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N609SW</td>\n",
+       "      <td>4720</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76503</td>\n",
+       "      <td>1139</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KVAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309791</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N328AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309832</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N985AT</td>\n",
+       "      <td>623</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N454UA</td>\n",
+       "      <td>208</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>302.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309855</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N827JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>289.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309858</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N949UW</td>\n",
+       "      <td>2193</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N903DE</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N265JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309883</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14180</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N462WN</td>\n",
+       "      <td>1368</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N244WN</td>\n",
+       "      <td>321</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JFAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>686</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N759EV</td>\n",
+       "      <td>5237</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NB</td>\n",
+       "      <td>1181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N266JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309910</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>1516</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N507JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309913</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>527</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>2002</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N961AT</td>\n",
+       "      <td>685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N606JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N636JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N939WN</td>\n",
+       "      <td>1707</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N998AT</td>\n",
+       "      <td>357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>4909</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>258</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>309955</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>606.0</td>\n",
+       "      <td>696.0</td>\n",
+       "      <td>754.0</td>\n",
+       "      <td>674.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N913DE</td>\n",
+       "      <td>2131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310015</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>712.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>927.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4137</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310141</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>905.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1145.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N501MQ</td>\n",
+       "      <td>3052</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>912.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1100.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N314US</td>\n",
+       "      <td>2119</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>931.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1043.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>1491</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ACK</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310255</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1128.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1227.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>518</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310336</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1335.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N0EGMQ</td>\n",
+       "      <td>3461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310346</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1357.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N321NB</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310351</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N815MQ</td>\n",
+       "      <td>3388</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310358</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N589JB</td>\n",
+       "      <td>127</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310374</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N361SW</td>\n",
+       "      <td>4720</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>1318</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CTAA</td>\n",
+       "      <td>2223</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310410</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1537.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>1639</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310412</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1541.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>4905</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310427</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N695CA</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310429</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16703</td>\n",
+       "      <td>1200</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310433</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KNAA</td>\n",
+       "      <td>825</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1625.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N351JB</td>\n",
+       "      <td>581</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N428UA</td>\n",
+       "      <td>635</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N638JB</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310444</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N950WN</td>\n",
+       "      <td>1873</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310446</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1643.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N817UA</td>\n",
+       "      <td>207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N804MQ</td>\n",
+       "      <td>3359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>427</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N606JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N955UW</td>\n",
+       "      <td>1714</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>96</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310453</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310455</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1704.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N597UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N440UA</td>\n",
+       "      <td>501</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N933XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310461</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N443UA</td>\n",
+       "      <td>833</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310464</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1724.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>3846</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AVL</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>583</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310465</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N372DA</td>\n",
+       "      <td>706</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310466</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1919.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N542UW</td>\n",
+       "      <td>629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310467</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N961AT</td>\n",
+       "      <td>721</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310470</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1736.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12126</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310472</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N561UW</td>\n",
+       "      <td>802</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310474</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N307DQ</td>\n",
+       "      <td>673</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310475</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N767UW</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N703JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N835AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310481</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N923MQ</td>\n",
+       "      <td>3075</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310483</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N6712B</td>\n",
+       "      <td>2247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36447</td>\n",
+       "      <td>1284</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310491</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N433UA</td>\n",
+       "      <td>550</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N988AT</td>\n",
+       "      <td>348</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N737US</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N910DE</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310498</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310501</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310505</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N427UA</td>\n",
+       "      <td>569</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310506</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N572UA</td>\n",
+       "      <td>509</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N681MQ</td>\n",
+       "      <td>2949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N768SW</td>\n",
+       "      <td>491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N163US</td>\n",
+       "      <td>1995</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AKAA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N555UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>371.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N708EV</td>\n",
+       "      <td>5215</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310523</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N497UA</td>\n",
+       "      <td>498</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BPAA</td>\n",
+       "      <td>1339</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77530</td>\n",
+       "      <td>1270</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310533</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1846.0</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N459WN</td>\n",
+       "      <td>521</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310535</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N571UA</td>\n",
+       "      <td>350</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4684</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N935XJ</td>\n",
+       "      <td>3347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>918</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1851.0</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N995DL</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1852.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N697DL</td>\n",
+       "      <td>2347</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N603JB</td>\n",
+       "      <td>1801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N373JB</td>\n",
+       "      <td>2302</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310548</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N281JB</td>\n",
+       "      <td>1516</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>1119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N18119</td>\n",
+       "      <td>1052</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310553</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N856MQ</td>\n",
+       "      <td>3365</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76523</td>\n",
+       "      <td>1493</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310557</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>307.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N667AW</td>\n",
+       "      <td>686</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>268.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310559</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N516MQ</td>\n",
+       "      <td>3357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N539UW</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N364NB</td>\n",
+       "      <td>402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N228WN</td>\n",
+       "      <td>4209</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310564</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15555</td>\n",
+       "      <td>6101</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310565</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N336NB</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N288WN</td>\n",
+       "      <td>441</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310568</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N547UA</td>\n",
+       "      <td>617</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>358.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76254</td>\n",
+       "      <td>1139</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15983</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N322US</td>\n",
+       "      <td>2407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310573</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N36476</td>\n",
+       "      <td>1177</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N921WN</td>\n",
+       "      <td>424</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>888</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310575</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16571</td>\n",
+       "      <td>6082</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N804UA</td>\n",
+       "      <td>205</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310578</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N705JB</td>\n",
+       "      <td>283</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2249.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27205</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310582</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N457UA</td>\n",
+       "      <td>596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>86</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310585</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N351NB</td>\n",
+       "      <td>842</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N802UA</td>\n",
+       "      <td>708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310587</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>5207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N349NB</td>\n",
+       "      <td>127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310592</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N570AA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310594</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N5PBMQ</td>\n",
+       "      <td>3486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N722TW</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310600</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N704X</td>\n",
+       "      <td>1643</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N546AA</td>\n",
+       "      <td>347</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310603</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>348.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N924DL</td>\n",
+       "      <td>1231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310605</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N339AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N628VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N999DN</td>\n",
+       "      <td>847</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N660AW</td>\n",
+       "      <td>687</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N565JB</td>\n",
+       "      <td>263</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DCAA</td>\n",
+       "      <td>763</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310616</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N169UW</td>\n",
+       "      <td>2039</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310618</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7734H</td>\n",
+       "      <td>401</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310619</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BAAA</td>\n",
+       "      <td>785</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DPAA</td>\n",
+       "      <td>1999</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310624</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N340NW</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310626</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3746H</td>\n",
+       "      <td>2007</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310627</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N344NB</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310628</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N353NW</td>\n",
+       "      <td>1181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>368.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>380.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N920DL</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310632</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N564UW</td>\n",
+       "      <td>1815</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310633</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>3834</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310634</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N0EGMQ</td>\n",
+       "      <td>3349</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310635</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11119</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310636</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N176AT</td>\n",
+       "      <td>623</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310639</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N556NW</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WTAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N956WN</td>\n",
+       "      <td>879</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310645</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N803UA</td>\n",
+       "      <td>454</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301DQ</td>\n",
+       "      <td>926</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310647</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N907DL</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310650</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N318US</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8541D</td>\n",
+       "      <td>3830</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13949</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4UCAA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>251.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N78501</td>\n",
+       "      <td>1078</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14998</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N623JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310658</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N929DL</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310659</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N815MQ</td>\n",
+       "      <td>3591</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310663</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N629JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N993DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N763JB</td>\n",
+       "      <td>135</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310666</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N587AA</td>\n",
+       "      <td>2075</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310667</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N947DL</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N338NB</td>\n",
+       "      <td>2041</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310669</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BWAA</td>\n",
+       "      <td>793</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N907DE</td>\n",
+       "      <td>2331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N292WN</td>\n",
+       "      <td>1019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39416</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310677</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N310NW</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N336NW</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N479UA</td>\n",
+       "      <td>711</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37471</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N767UW</td>\n",
+       "      <td>2193</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310684</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3604</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310686</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11544</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310687</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12157</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310688</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N391DA</td>\n",
+       "      <td>2471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310689</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2200.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>5956</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N536UA</td>\n",
+       "      <td>471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310694</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WVAA</td>\n",
+       "      <td>363</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310695</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N988DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N538CA</td>\n",
+       "      <td>5117</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310697</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>235.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GDAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310698</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3310</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310699</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310700</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N569JB</td>\n",
+       "      <td>1505</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ABQ</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>1826</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N917DE</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N509MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310705</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310706</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>473.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>444.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>4949</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310707</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24103</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3EVAA</td>\n",
+       "      <td>1709</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310709</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N317JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310711</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>234.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N662JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310712</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3737C</td>\n",
+       "      <td>2065</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310713</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N319US</td>\n",
+       "      <td>2019</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13992</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13979</td>\n",
+       "      <td>5909</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310716</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11189</td>\n",
+       "      <td>4141</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OKC</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1325</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N936DL</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310718</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>405.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>376.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N944DL</td>\n",
+       "      <td>1982</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N520JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14177</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310721</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14179</td>\n",
+       "      <td>4560</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310722</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>372.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N138EV</td>\n",
+       "      <td>5017</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310723</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N973DL</td>\n",
+       "      <td>971</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N566UA</td>\n",
+       "      <td>235</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310725</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N441UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>514.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>505.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N980AT</td>\n",
+       "      <td>350</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>4293</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310729</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>358.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N333NB</td>\n",
+       "      <td>1473</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310730</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N507MQ</td>\n",
+       "      <td>3662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N364NB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310732</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N948DL</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N946DL</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310735</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>361.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>363.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N851UA</td>\n",
+       "      <td>525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N521MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N926DL</td>\n",
+       "      <td>1247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310739</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N824UA</td>\n",
+       "      <td>994</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310740</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23721</td>\n",
+       "      <td>1066</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310741</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N24128</td>\n",
+       "      <td>4504</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N737US</td>\n",
+       "      <td>2195</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310744</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N856MQ</td>\n",
+       "      <td>3621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N372NW</td>\n",
+       "      <td>390</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13914</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N373JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310750</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N383DN</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310751</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N216WR</td>\n",
+       "      <td>565</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N834UA</td>\n",
+       "      <td>208</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>4247</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310754</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N323JB</td>\n",
+       "      <td>686</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N29906</td>\n",
+       "      <td>3837</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310757</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N464WN</td>\n",
+       "      <td>321</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310758</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N760JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N595JB</td>\n",
+       "      <td>425</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>1201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N216JB</td>\n",
+       "      <td>234</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N793JB</td>\n",
+       "      <td>611</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>701.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N950DL</td>\n",
+       "      <td>461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>310974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>742.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>958.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N432UA</td>\n",
+       "      <td>559</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311076</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>901.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1012.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>3824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311095</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>918.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N813UA</td>\n",
+       "      <td>504</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311115</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>946.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1138.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11193</td>\n",
+       "      <td>4190</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311151</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1028.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12142</td>\n",
+       "      <td>4407</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1122.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N542MQ</td>\n",
+       "      <td>3670</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311217</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1158.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1316.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N542AA</td>\n",
+       "      <td>325</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1230.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N147PQ</td>\n",
+       "      <td>5373</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311245</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1241.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>208</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311275</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1303.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N509MQ</td>\n",
+       "      <td>3572</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311286</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1320.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N5PBMQ</td>\n",
+       "      <td>3658</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N600QX</td>\n",
+       "      <td>5220</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>254</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311324</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1407.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1557.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5283</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311329</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5067</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311331</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1414.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N944DL</td>\n",
+       "      <td>1685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1440.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5615</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311365</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1450.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N506MQ</td>\n",
+       "      <td>3305</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1814.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N828AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311509</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N637JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1921.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N708EV</td>\n",
+       "      <td>5199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311516</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N309JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1716.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N352NW</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1718.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N519MQ</td>\n",
+       "      <td>3416</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N948DL</td>\n",
+       "      <td>1779</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311584</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N686MQ</td>\n",
+       "      <td>2949</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>408</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N605LR</td>\n",
+       "      <td>3350</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311631</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34460</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311659</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N506MQ</td>\n",
+       "      <td>3301</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311682</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311696</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311707</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3749D</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N171DZ</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3743H</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N944DL</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311744</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N666DN</td>\n",
+       "      <td>1768</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311757</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N849MQ</td>\n",
+       "      <td>3591</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311758</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N826AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N532MQ</td>\n",
+       "      <td>3662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311780</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3771K</td>\n",
+       "      <td>347</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8944B</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311782</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N319AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311788</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N302NB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>311805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>4</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N584UA</td>\n",
+       "      <td>471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>312012</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>4</td>\n",
+       "      <td>831.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1127.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CNAA</td>\n",
+       "      <td>2493</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>312019</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>4</td>\n",
+       "      <td>835.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>954.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N470UA</td>\n",
+       "      <td>424</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>312033</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>4</td>\n",
+       "      <td>847.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1005.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N546MQ</td>\n",
+       "      <td>3709</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>312145</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1104.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N834AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>312158</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1121.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1314.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>312213</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1357.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N206JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>312243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1306.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N709JB</td>\n",
+       "      <td>971</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>312322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1443.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>1641.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N606LR</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>312377</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N646JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>312432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75425</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>312534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N329AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>312542</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1915.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N601MQ</td>\n",
+       "      <td>3216</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>312570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DUAA</td>\n",
+       "      <td>199</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>312660</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N29717</td>\n",
+       "      <td>1064</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>312681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>312687</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N821JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>312720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>312727</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XLAA</td>\n",
+       "      <td>363</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>312747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N646JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>312927</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>5</td>\n",
+       "      <td>807.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1029.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AMAA</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>313050</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>5</td>\n",
+       "      <td>959.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1249.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N66051</td>\n",
+       "      <td>1480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>313053</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1003.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1207.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N437UA</td>\n",
+       "      <td>587</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>313084</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1039.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1334.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N418UA</td>\n",
+       "      <td>456</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>313168</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1233.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N346JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>313208</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N834AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>313420</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N722MQ</td>\n",
+       "      <td>3391</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>313451</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>313487</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AFAA</td>\n",
+       "      <td>172</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>313496</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3AMAA</td>\n",
+       "      <td>1156</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>313563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>3310</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>313574</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N917DE</td>\n",
+       "      <td>2347</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>313582</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CDAA</td>\n",
+       "      <td>45</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>313598</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N358AA</td>\n",
+       "      <td>2351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>313615</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KPAA</td>\n",
+       "      <td>291</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>313683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N923DL</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>313687</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KSAA</td>\n",
+       "      <td>235</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>313705</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>313715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N510JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>313827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>6</td>\n",
+       "      <td>710.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>815.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N765US</td>\n",
+       "      <td>2167</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>313936</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>6</td>\n",
+       "      <td>835.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>957.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N242WN</td>\n",
+       "      <td>329</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>314030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1014.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N913XJ</td>\n",
+       "      <td>3353</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>314032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1015.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N399DA</td>\n",
+       "      <td>1743</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>314091</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1137.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1357.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>1</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>314424</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>5091</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>314476</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N763JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>314495</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N169UW</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>314508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>486.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>492.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N180US</td>\n",
+       "      <td>1745</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>314546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14960</td>\n",
+       "      <td>4202</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>314564</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>6</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N318NB</td>\n",
+       "      <td>2139</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>314612</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2220.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N21723</td>\n",
+       "      <td>1128</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>314617</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N374JB</td>\n",
+       "      <td>2202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>314670</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8683B</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>314680</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N526JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>314885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>7</td>\n",
+       "      <td>919.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FLAA</td>\n",
+       "      <td>936</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>STT</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1623</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>314889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>7</td>\n",
+       "      <td>921.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3507</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>314953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1100.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5242</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>315027</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1256.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N316JB</td>\n",
+       "      <td>2602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>315056</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N425UA</td>\n",
+       "      <td>696</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>315190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1741.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N639MQ</td>\n",
+       "      <td>3231</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>315233</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N565UA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>315282</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N524UW</td>\n",
+       "      <td>423</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>315297</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3310</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>315300</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>1516</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>315335</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N579UA</td>\n",
+       "      <td>216</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>315683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1155.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N565JB</td>\n",
+       "      <td>483</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>315693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1205.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1328.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N614QX</td>\n",
+       "      <td>5309</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>315707</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1501.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>315708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1221.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3326</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>315715</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1234.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N775JB</td>\n",
+       "      <td>1211</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>315873</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N817UA</td>\n",
+       "      <td>431</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>315956</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17122</td>\n",
+       "      <td>1600</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>315980</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>3824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>315981</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ERAA</td>\n",
+       "      <td>1143</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316071</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N612JB</td>\n",
+       "      <td>89</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316084</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N673AW</td>\n",
+       "      <td>627</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316101</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1830.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N449UA</td>\n",
+       "      <td>404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N565JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316112</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316165</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N320US</td>\n",
+       "      <td>548</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316181</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>86</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316188</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N793JB</td>\n",
+       "      <td>299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N824UA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316258</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316268</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316270</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N522MQ</td>\n",
+       "      <td>3603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316271</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N844UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316272</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N755EV</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "      <td>932.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1201.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N407UA</td>\n",
+       "      <td>482</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "      <td>955.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5288</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316596</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1008.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27724</td>\n",
+       "      <td>1496</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316666</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1148.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13989</td>\n",
+       "      <td>4495</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316693</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1206.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1325.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N8EGMQ</td>\n",
+       "      <td>3611</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316701</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1217.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CLAA</td>\n",
+       "      <td>1599</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1414.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N723TW</td>\n",
+       "      <td>1565</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316801</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1602.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5CHAA</td>\n",
+       "      <td>300</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316876</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1516.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14198</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1733.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N714US</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>316975</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1752.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13970</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>317019</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N953UW</td>\n",
+       "      <td>834</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>96</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>317062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N19554</td>\n",
+       "      <td>4113</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>317111</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N708JB</td>\n",
+       "      <td>283</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>317147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N344NW</td>\n",
+       "      <td>2231</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>317160</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N695CA</td>\n",
+       "      <td>5292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>317172</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N901XJ</td>\n",
+       "      <td>3513</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>317192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N574AA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>317241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N175DZ</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>317244</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5306</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>317435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>758.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1205.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N685DA</td>\n",
+       "      <td>315</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>317646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1131.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>1511</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>317681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1217.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8444F</td>\n",
+       "      <td>4060</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>549</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>317732</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1319.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N651JB</td>\n",
+       "      <td>127</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>317905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N762US</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>317971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11107</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>317984</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1900.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>3846</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AVL</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>583</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318007</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18120</td>\n",
+       "      <td>4702</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318029</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3747D</td>\n",
+       "      <td>31</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318032</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1803.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13123</td>\n",
+       "      <td>4705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318040</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2015.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318053</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14198</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1829.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N529JB</td>\n",
+       "      <td>283</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318091</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1855.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13997</td>\n",
+       "      <td>3850</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318121</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N561UA</td>\n",
+       "      <td>247</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318123</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N655JB</td>\n",
+       "      <td>543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1942.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N510MQ</td>\n",
+       "      <td>3134</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318157</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N366AA</td>\n",
+       "      <td>2351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38727</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3734B</td>\n",
+       "      <td>2065</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12957</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14704</td>\n",
+       "      <td>1515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318218</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318224</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>5306</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318226</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5489</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHO</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>305</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318232</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2250.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2342.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14905</td>\n",
+       "      <td>4560</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318234</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8965E</td>\n",
+       "      <td>4127</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11191</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1229.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1428.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N320NB</td>\n",
+       "      <td>914</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318700</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1334.0</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>4696</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318707</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>1528.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4510</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318744</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1432.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>3760</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1617.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1837.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N754EV</td>\n",
+       "      <td>4978</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1637.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>3834</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1731.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N398CA</td>\n",
+       "      <td>5601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318996</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2144.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N908XJ</td>\n",
+       "      <td>3310</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318997</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2238.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38424</td>\n",
+       "      <td>1721</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>318998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N209FR</td>\n",
+       "      <td>837</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2112.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13968</td>\n",
+       "      <td>5940</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319019</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N407UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>228.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319022</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CPAA</td>\n",
+       "      <td>67</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319038</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>296.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319042</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14242</td>\n",
+       "      <td>1189</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319050</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319056</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73251</td>\n",
+       "      <td>1177</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319060</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39726</td>\n",
+       "      <td>1128</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N274WN</td>\n",
+       "      <td>1368</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319064</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N812AY</td>\n",
+       "      <td>4245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N7732A</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319072</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N928XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319074</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>2202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319081</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N910XJ</td>\n",
+       "      <td>3470</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319085</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N304DQ</td>\n",
+       "      <td>1461</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319089</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N708EV</td>\n",
+       "      <td>5306</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319094</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>5503</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319096</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8913A</td>\n",
+       "      <td>3864</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>94</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319097</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3497</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319102</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YJAA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319103</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16999</td>\n",
+       "      <td>4361</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TYS</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>631</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319107</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N195PQ</td>\n",
+       "      <td>5297</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N928AT</td>\n",
+       "      <td>685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319111</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N627JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319113</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N477AA</td>\n",
+       "      <td>363</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319119</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N544MQ</td>\n",
+       "      <td>3662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319121</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N525UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319123</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12136</td>\n",
+       "      <td>5909</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319124</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2312.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N964WN</td>\n",
+       "      <td>1707</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319128</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16709</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319129</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N623VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319131</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N451WN</td>\n",
+       "      <td>565</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8598B</td>\n",
+       "      <td>3899</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319133</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N229WN</td>\n",
+       "      <td>200</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319135</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>212.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3486</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2228.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N642VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319137</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>30.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>3837</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SDF</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>642</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319138</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2234.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>4560</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319141</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N948UW</td>\n",
+       "      <td>2164</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319143</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N329AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319144</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N640JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319146</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N564UA</td>\n",
+       "      <td>471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12142</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319151</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N173DZ</td>\n",
+       "      <td>2363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319153</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>5489</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHO</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>305</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N345NW</td>\n",
+       "      <td>548</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319155</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2336.0</td>\n",
+       "      <td>311.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N364NW</td>\n",
+       "      <td>2044</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319156</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N398CA</td>\n",
+       "      <td>5311</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319157</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>11</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319184</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>1816</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N906DL</td>\n",
+       "      <td>1247</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319187</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N916DE</td>\n",
+       "      <td>1485</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319188</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N717JL</td>\n",
+       "      <td>357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319189</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>602.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>572.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N956AT</td>\n",
+       "      <td>350</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319190</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N947UW</td>\n",
+       "      <td>2164</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319191</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>253.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N839VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>593.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>571.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N922DL</td>\n",
+       "      <td>1819</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319194</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N624AG</td>\n",
+       "      <td>1643</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>301.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319195</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>279.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N564JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N592JB</td>\n",
+       "      <td>718</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319198</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>416.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N529JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319199</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N635JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319200</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>257.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N229JB</td>\n",
+       "      <td>775</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319201</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N420WN</td>\n",
+       "      <td>1707</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N368JB</td>\n",
+       "      <td>1677</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>828</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319203</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N192JB</td>\n",
+       "      <td>486</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319403</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>826.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1049.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JUAA</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319482</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>940.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1050.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>2702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319486</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BGAA</td>\n",
+       "      <td>1111</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319504</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1007.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1133.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12166</td>\n",
+       "      <td>4711</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1014.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N927XJ</td>\n",
+       "      <td>3538</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1029.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8965E</td>\n",
+       "      <td>3579</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319532</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1034.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5483</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1047.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1304.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5211</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>722</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1152.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1325.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>3670</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1312.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N924XJ</td>\n",
+       "      <td>3493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1317.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N516MQ</td>\n",
+       "      <td>3611</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1346.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N438UA</td>\n",
+       "      <td>998</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319669</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15985</td>\n",
+       "      <td>4640</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1352.0</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16919</td>\n",
+       "      <td>6177</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>212</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1410.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N716EV</td>\n",
+       "      <td>5378</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>335</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N605QX</td>\n",
+       "      <td>5283</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319700</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1455.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N839UA</td>\n",
+       "      <td>330</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319701</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13553</td>\n",
+       "      <td>4104</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1518.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N518MQ</td>\n",
+       "      <td>3305</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319719</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1520.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1850.0</td>\n",
+       "      <td>265.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N292WN</td>\n",
+       "      <td>201</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319723</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1524.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13995</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13538</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>488</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319731</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N339AA</td>\n",
+       "      <td>117</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N703JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N186PQ</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319747</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13964</td>\n",
+       "      <td>5797</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319748</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>4596</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>872</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319749</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1922.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N525UA</td>\n",
+       "      <td>841</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319752</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N323NB</td>\n",
+       "      <td>1902</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N317NB</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>267.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N793JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>4201</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1653.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N351NB</td>\n",
+       "      <td>1942</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1655.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N380DA</td>\n",
+       "      <td>843</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319783</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JUAA</td>\n",
+       "      <td>2297</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319785</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>1952.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N194UW</td>\n",
+       "      <td>802</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319786</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YHAA</td>\n",
+       "      <td>320</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319787</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1909.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N247JB</td>\n",
+       "      <td>575</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319790</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GXAA</td>\n",
+       "      <td>65</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1950.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>5293</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>296</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319793</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N435UA</td>\n",
+       "      <td>568</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319797</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1728.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N768US</td>\n",
+       "      <td>2187</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>214</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319798</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1730.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N530MQ</td>\n",
+       "      <td>3357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319800</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N945UW</td>\n",
+       "      <td>2152</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319802</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N206JB</td>\n",
+       "      <td>2480</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319804</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N750EV</td>\n",
+       "      <td>5199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319805</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>186.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8525B</td>\n",
+       "      <td>3754</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319806</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N844VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319808</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N457UA</td>\n",
+       "      <td>501</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319809</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>4572</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>594</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319812</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N919DL</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77518</td>\n",
+       "      <td>1695</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319816</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N642VA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319818</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1822.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3FGAA</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N512UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>375.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319827</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1832.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N332NW</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N719EV</td>\n",
+       "      <td>5465</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319831</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1844.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N197UW</td>\n",
+       "      <td>894</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319834</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1854.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N555UA</td>\n",
+       "      <td>535</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N121UW</td>\n",
+       "      <td>2088</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319837</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1901.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N598JB</td>\n",
+       "      <td>1801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CTAA</td>\n",
+       "      <td>291</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319840</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N723TW</td>\n",
+       "      <td>841</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319841</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1905.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>89</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319845</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1912.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N661AW</td>\n",
+       "      <td>627</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319847</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N597JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2135.0</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N658AW</td>\n",
+       "      <td>686</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319851</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N394DA</td>\n",
+       "      <td>2471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319852</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N985DL</td>\n",
+       "      <td>2391</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319854</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8747B</td>\n",
+       "      <td>4245</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N445UA</td>\n",
+       "      <td>833</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319857</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N485UA</td>\n",
+       "      <td>635</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319858</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N741EV</td>\n",
+       "      <td>5298</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1148</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N13750</td>\n",
+       "      <td>1200</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>319.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319860</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N431UA</td>\n",
+       "      <td>375</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319861</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N155DL</td>\n",
+       "      <td>87</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319862</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>382.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>406.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N446UA</td>\n",
+       "      <td>431</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319863</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N942DL</td>\n",
+       "      <td>2159</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N596AA</td>\n",
+       "      <td>2488</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319865</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>2218.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37267</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319866</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N76514</td>\n",
+       "      <td>1554</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N201LV</td>\n",
+       "      <td>200</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319868</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2016.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N840UA</td>\n",
+       "      <td>708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319869</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N189UW</td>\n",
+       "      <td>2094</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319870</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N964DL</td>\n",
+       "      <td>947</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319871</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2019.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>2359.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N526UA</td>\n",
+       "      <td>263</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319872</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N721TW</td>\n",
+       "      <td>1465</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319873</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2024.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14116</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319874</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3748Y</td>\n",
+       "      <td>31</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319875</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N544UA</td>\n",
+       "      <td>617</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319876</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39423</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>275.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319877</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N378DA</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319878</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N629VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319879</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14106</td>\n",
+       "      <td>1109</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2035.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N302NB</td>\n",
+       "      <td>1854</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N174DN</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319883</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>244.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N345NB</td>\n",
+       "      <td>2042</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3GTAA</td>\n",
+       "      <td>235</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319885</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N319NB</td>\n",
+       "      <td>2370</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319886</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2042.0</td>\n",
+       "      <td>282.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N906DE</td>\n",
+       "      <td>221</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319887</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>266.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37471</td>\n",
+       "      <td>1284</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>378.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319888</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>271.0</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N932DL</td>\n",
+       "      <td>1619</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N325US</td>\n",
+       "      <td>498</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1587</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319890</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37409</td>\n",
+       "      <td>1165</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319891</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>312.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38443</td>\n",
+       "      <td>1177</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N682DA</td>\n",
+       "      <td>61</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319893</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N724MQ</td>\n",
+       "      <td>3713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319894</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2343.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N301NB</td>\n",
+       "      <td>1435</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2100.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>3674</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>256.0</td>\n",
+       "      <td>2354.0</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319897</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N524UA</td>\n",
+       "      <td>394</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319898</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2351.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N381DN</td>\n",
+       "      <td>801</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N716EV</td>\n",
+       "      <td>5287</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319900</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>2222.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N212WN</td>\n",
+       "      <td>4209</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319901</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N335AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319902</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N665JB</td>\n",
+       "      <td>327</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319903</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>291.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3350</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319904</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N919FJ</td>\n",
+       "      <td>2751</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319905</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>364.0</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>363.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N511UA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N631VA</td>\n",
+       "      <td>169</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319908</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N950UW</td>\n",
+       "      <td>834</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PHL</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>96</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2120.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N504JB</td>\n",
+       "      <td>153</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319910</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2121.0</td>\n",
+       "      <td>226.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N356AA</td>\n",
+       "      <td>2351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319911</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N565JB</td>\n",
+       "      <td>201</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3320</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>301</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319913</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>386.0</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>396.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N178JB</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319914</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>370.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34460</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319915</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5091</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319916</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>206.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>263</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319917</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N193JB</td>\n",
+       "      <td>702</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>247.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N387SW</td>\n",
+       "      <td>318</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319919</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75428</td>\n",
+       "      <td>1526</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N492UA</td>\n",
+       "      <td>207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319921</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N523UA</td>\n",
+       "      <td>646</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319922</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17719</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N330NB</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319924</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N933XJ</td>\n",
+       "      <td>3513</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319925</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N643JB</td>\n",
+       "      <td>359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUR</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319926</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2141.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N705JB</td>\n",
+       "      <td>135</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>284.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319928</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N187JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2143.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2323.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N68452</td>\n",
+       "      <td>1703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319930</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N701GS</td>\n",
+       "      <td>1368</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2145.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77518</td>\n",
+       "      <td>1037</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319932</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N615JB</td>\n",
+       "      <td>65</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ABQ</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>1826</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N633JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319934</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N248WN</td>\n",
+       "      <td>441</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319935</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N618JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>343.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319936</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N632VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319937</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N519UA</td>\n",
+       "      <td>509</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>397.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>373.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N465UA</td>\n",
+       "      <td>498</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319939</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>359.0</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N601LR</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319940</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N579UA</td>\n",
+       "      <td>471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>351.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>283.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23708</td>\n",
+       "      <td>1064</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319942</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N805JB</td>\n",
+       "      <td>1205</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319943</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N191DN</td>\n",
+       "      <td>2363</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>250.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N267AT</td>\n",
+       "      <td>623</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319945</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N807JB</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SMF</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2224.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37274</td>\n",
+       "      <td>1022</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319948</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73259</td>\n",
+       "      <td>1071</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BQN</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1585</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319949</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>225</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319950</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39461</td>\n",
+       "      <td>1615</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1504</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319951</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N588UA</td>\n",
+       "      <td>771</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N857MQ</td>\n",
+       "      <td>3621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>369.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N362NW</td>\n",
+       "      <td>545</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319954</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>246.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N336NB</td>\n",
+       "      <td>548</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319955</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N928AT</td>\n",
+       "      <td>685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319956</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N922WN</td>\n",
+       "      <td>3928</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N487UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319958</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N588JB</td>\n",
+       "      <td>1295</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319959</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2302.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>97</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>233.0</td>\n",
+       "      <td>1626</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2306.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37419</td>\n",
+       "      <td>1730</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319962</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N935WN</td>\n",
+       "      <td>565</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319963</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2316.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N534JB</td>\n",
+       "      <td>523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319964</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N374JB</td>\n",
+       "      <td>105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319965</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2317.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N25705</td>\n",
+       "      <td>1066</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319966</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2318.0</td>\n",
+       "      <td>371.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>360.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>1119</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319967</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11548</td>\n",
+       "      <td>5956</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N318JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2320.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N822UA</td>\n",
+       "      <td>208</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>299.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2325.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>350.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N239JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319972</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>219.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N332AA</td>\n",
+       "      <td>185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319973</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N310DE</td>\n",
+       "      <td>2142</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319974</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N733SA</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319975</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2329.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N422UA</td>\n",
+       "      <td>251</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319976</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>337.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N766JB</td>\n",
+       "      <td>1103</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319977</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>221.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N827JB</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319979</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N369NB</td>\n",
+       "      <td>985</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319980</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2346.0</td>\n",
+       "      <td>352.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>321.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N351NW</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319981</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2353.0</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>242.0</td>\n",
+       "      <td>262.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39728</td>\n",
+       "      <td>1515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319982</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2357.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>418</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>319983</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>12</td>\n",
+       "      <td>2400.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N910DE</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>601.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>732.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N193UW</td>\n",
+       "      <td>1877</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320285</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>744.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1000.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12166</td>\n",
+       "      <td>4471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320298</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>753.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1010.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14568</td>\n",
+       "      <td>4150</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320321</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>803.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>924.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N838UA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320350</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>823.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>943.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N443WN</td>\n",
+       "      <td>1705</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320393</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>900.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1022.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23708</td>\n",
+       "      <td>1199</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320395</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>901.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>1057.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N137EV</td>\n",
+       "      <td>5599</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320397</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>905.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1114.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>F9</td>\n",
+       "      <td>N208FR</td>\n",
+       "      <td>2001</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>909.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1032.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11165</td>\n",
+       "      <td>4207</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320409</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>915.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1209.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N972DL</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1069</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>924.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1104.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N243WN</td>\n",
+       "      <td>329</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320448</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>956.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1247.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37293</td>\n",
+       "      <td>1037</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAT</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>1569</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1003.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1303.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N579JB</td>\n",
+       "      <td>15</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320457</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1005.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N569JB</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320460</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1009.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>3507</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320469</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1017.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1342.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N632JB</td>\n",
+       "      <td>5</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320478</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1026.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1303.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N768JB</td>\n",
+       "      <td>63</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>306.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320490</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1043.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>223</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320492</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1047.0</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1209.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320507</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1105.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N171US</td>\n",
+       "      <td>1831</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320511</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1351.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N646JB</td>\n",
+       "      <td>189</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1126.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1408.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N807JB</td>\n",
+       "      <td>925</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1138.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1329.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N523UW</td>\n",
+       "      <td>625</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>273.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320536</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1241.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N239JB</td>\n",
+       "      <td>518</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1452.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N27213</td>\n",
+       "      <td>1257</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1204.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>885</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1232.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N716EV</td>\n",
+       "      <td>5208</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320579</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N789SW</td>\n",
+       "      <td>1517</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1252.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1627.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1551.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N827JB</td>\n",
+       "      <td>323</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1310.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1514.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N711HK</td>\n",
+       "      <td>1787</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320620</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1319.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N724MQ</td>\n",
+       "      <td>3281</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320630</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1331.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N931WN</td>\n",
+       "      <td>1090</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320662</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1412.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1413.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77530</td>\n",
+       "      <td>1421</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320665</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75435</td>\n",
+       "      <td>1401</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320678</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N131EV</td>\n",
+       "      <td>5148</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320723</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1500.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N19130</td>\n",
+       "      <td>1054</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>1727.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>5615</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1509.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N284JB</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1533.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1717.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4381</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>5378</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320780</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1553.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N218WN</td>\n",
+       "      <td>491</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320784</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N279JB</td>\n",
+       "      <td>118</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>187</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320792</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N836MQ</td>\n",
+       "      <td>3359</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1816.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N516MQ</td>\n",
+       "      <td>3305</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320825</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1903.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N716EV</td>\n",
+       "      <td>4978</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N824AS</td>\n",
+       "      <td>5293</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>296</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320839</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ANAA</td>\n",
+       "      <td>1073</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320846</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N12218</td>\n",
+       "      <td>1593</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320849</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N605QX</td>\n",
+       "      <td>5199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N618MQ</td>\n",
+       "      <td>3075</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320856</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N933XJ</td>\n",
+       "      <td>3488</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1841.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N917XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320876</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1722.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>3448</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320878</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N948UW</td>\n",
+       "      <td>2154</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>1949.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11164</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320912</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1924.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N849UA</td>\n",
+       "      <td>708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N414UA</td>\n",
+       "      <td>525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320933</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N279WN</td>\n",
+       "      <td>3928</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320941</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2020.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13995</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N814MQ</td>\n",
+       "      <td>3365</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320965</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1842.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2115.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N309AT</td>\n",
+       "      <td>623</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320973</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1848.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>2047.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N3AEMQ</td>\n",
+       "      <td>3199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320985</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1859.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2102.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3734B</td>\n",
+       "      <td>1629</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>285.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>320994</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2101.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3310</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321010</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1927.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2248.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N347NW</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12921</td>\n",
+       "      <td>4113</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321040</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>1958.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>2247.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N652JB</td>\n",
+       "      <td>1013</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321043</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8683B</td>\n",
+       "      <td>3876</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSP</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>610</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321045</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N469WN</td>\n",
+       "      <td>441</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321053</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2010.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N718EV</td>\n",
+       "      <td>5503</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321062</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N772SW</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321064</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2328.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24729</td>\n",
+       "      <td>1515</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>152.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N613JB</td>\n",
+       "      <td>883</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321068</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N914XJ</td>\n",
+       "      <td>3445</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1031</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321077</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2246.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N748EV</td>\n",
+       "      <td>5298</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1148</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N820AS</td>\n",
+       "      <td>5769</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N516MQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321088</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2259.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N836MQ</td>\n",
+       "      <td>3374</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321098</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N564JB</td>\n",
+       "      <td>65</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ABQ</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>1826</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N26549</td>\n",
+       "      <td>5956</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321111</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2131.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N563JB</td>\n",
+       "      <td>225</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321113</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2241.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N769SW</td>\n",
+       "      <td>1707</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321114</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N959UW</td>\n",
+       "      <td>2162</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321115</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N956AT</td>\n",
+       "      <td>357</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CAK</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>397</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321118</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11165</td>\n",
+       "      <td>4312</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321124</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N839UA</td>\n",
+       "      <td>695</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321126</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N575UA</td>\n",
+       "      <td>471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321128</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2309.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N604LR</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2209.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N5PBMQ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321132</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N651JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321135</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>191.0</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>5383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>254</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2221.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23708</td>\n",
+       "      <td>1066</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321137</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N509MQ</td>\n",
+       "      <td>3603</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321139</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N919XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321142</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>29.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N505MQ</td>\n",
+       "      <td>3384</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321145</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2303.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>1371</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321146</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N22971</td>\n",
+       "      <td>4570</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N965UW</td>\n",
+       "      <td>2164</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2322.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N517MQ</td>\n",
+       "      <td>3660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321376</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>14</td>\n",
+       "      <td>929.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>1218.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N503JB</td>\n",
+       "      <td>453</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321382</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>14</td>\n",
+       "      <td>939.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N920XJ</td>\n",
+       "      <td>3538</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321440</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N722EV</td>\n",
+       "      <td>5242</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321493</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1236.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1508.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N562JB</td>\n",
+       "      <td>483</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1247.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>1356.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N0EGMQ</td>\n",
+       "      <td>3461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321531</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N720EV</td>\n",
+       "      <td>5208</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1402.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N251WN</td>\n",
+       "      <td>1188</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321558</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1416.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1546.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N118US</td>\n",
+       "      <td>2086</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321636</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N829AS</td>\n",
+       "      <td>5712</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1542.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1651.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14162</td>\n",
+       "      <td>4171</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>799</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321714</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N172DZ</td>\n",
+       "      <td>161</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321738</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2030.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N73299</td>\n",
+       "      <td>1284</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321744</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2008.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JAAA</td>\n",
+       "      <td>65</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321757</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N324AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321779</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2148.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N837VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321781</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N809JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321829</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2025.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N191DN</td>\n",
+       "      <td>17</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>14</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N587JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>321965</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>758.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>930.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N564UW</td>\n",
+       "      <td>2023</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322050</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>917.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1210.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>3489</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322107</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1047.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1246.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4495</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1055.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1415.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N595UA</td>\n",
+       "      <td>642</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1110.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N530UA</td>\n",
+       "      <td>230</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322140</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1123.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3284</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1510.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322164</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1157.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1438.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N806JB</td>\n",
+       "      <td>53</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1209.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N637VA</td>\n",
+       "      <td>187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322184</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1216.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N636VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322281</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N627VA</td>\n",
+       "      <td>411</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322292</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1705.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N510JB</td>\n",
+       "      <td>505</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322341</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N523MQ</td>\n",
+       "      <td>3760</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322387</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1715.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N753EV</td>\n",
+       "      <td>5465</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322413</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1610.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>3824</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322437</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1910.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N585JB</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322449</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1647.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>1925.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XNAA</td>\n",
+       "      <td>320</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322466</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N741EV</td>\n",
+       "      <td>5091</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N442UA</td>\n",
+       "      <td>511</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1734.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3ATAA</td>\n",
+       "      <td>172</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2037.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N338AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>331.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322523</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2040.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DEAA</td>\n",
+       "      <td>1410</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N586JB</td>\n",
+       "      <td>543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2126.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N573UA</td>\n",
+       "      <td>996</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N716EV</td>\n",
+       "      <td>5268</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2128.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N405UA</td>\n",
+       "      <td>251</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2237.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11127</td>\n",
+       "      <td>4504</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322745</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>15</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17560</td>\n",
+       "      <td>4560</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322880</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>16</td>\n",
+       "      <td>731.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>911.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14570</td>\n",
+       "      <td>4334</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>322969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>16</td>\n",
+       "      <td>833.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1108.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N412UA</td>\n",
+       "      <td>578</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>323027</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>16</td>\n",
+       "      <td>920.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3528</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>833</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>323079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1021.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17560</td>\n",
+       "      <td>4388</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>323288</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1707.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N775JB</td>\n",
+       "      <td>927</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>323335</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1504.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N701UW</td>\n",
+       "      <td>2183</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>323373</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1535.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1820.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>3669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>323407</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1743.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N186PQ</td>\n",
+       "      <td>5044</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>323421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17560</td>\n",
+       "      <td>4372</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>323443</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N16709</td>\n",
+       "      <td>1200</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>323513</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1742.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N624JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>323515</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1744.0</td>\n",
+       "      <td>274.0</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>276.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N922EV</td>\n",
+       "      <td>5299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>323556</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N816MQ</td>\n",
+       "      <td>3365</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>323640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N933XJ</td>\n",
+       "      <td>3542</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>323656</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>2304.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N636VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>323692</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N358NB</td>\n",
+       "      <td>1715</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>1183</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>323698</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N759EV</td>\n",
+       "      <td>5306</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>323708</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2243.0</td>\n",
+       "      <td>168.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N340NB</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>323721</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2352.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N608JB</td>\n",
+       "      <td>65</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ABQ</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>1826</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>323723</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2331.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N730EV</td>\n",
+       "      <td>5209</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>323733</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N503MQ</td>\n",
+       "      <td>3384</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>323734</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N921XJ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>323736</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2216.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17560</td>\n",
+       "      <td>5956</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>323737</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2219.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>2321.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N600LR</td>\n",
+       "      <td>3395</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>323992</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>17</td>\n",
+       "      <td>855.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1101.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N510UW</td>\n",
+       "      <td>621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>280.0</td>\n",
+       "      <td>2153</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>324021</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>17</td>\n",
+       "      <td>925.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1113.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>4869</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>324161</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1231.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1344.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N197JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>324196</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N561UW</td>\n",
+       "      <td>1978</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>324238</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N166PQ</td>\n",
+       "      <td>5067</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>324388</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N431UA</td>\n",
+       "      <td>635</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>324525</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N908XJ</td>\n",
+       "      <td>3448</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>324544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1831.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2130.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N661JB</td>\n",
+       "      <td>89</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>324626</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>17</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2104.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N912XJ</td>\n",
+       "      <td>3320</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>324668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N296JB</td>\n",
+       "      <td>2580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>324672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>214.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CFAA</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>324681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N644JB</td>\n",
+       "      <td>71</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>261.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>324699</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>17</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2256.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N292JB</td>\n",
+       "      <td>2680</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>324844</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>745.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>941.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12157</td>\n",
+       "      <td>4535</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>324964</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>905.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1037.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N274JB</td>\n",
+       "      <td>885</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>324994</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>947.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1127.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N508MQ</td>\n",
+       "      <td>3478</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325031</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1027.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>1223.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14148</td>\n",
+       "      <td>4419</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1131</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325059</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1104.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>197.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14950</td>\n",
+       "      <td>4144</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325133</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1250.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1350.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N374JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325140</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1254.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1406.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N354JB</td>\n",
+       "      <td>2602</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1300.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1437.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N929DL</td>\n",
+       "      <td>2219</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>332.0</td>\n",
+       "      <td>1447.0</td>\n",
+       "      <td>335.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4696</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325302</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1630.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>5132</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N137EV</td>\n",
+       "      <td>5044</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325344</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N321NB</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325347</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1608.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1714.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N374JB</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BTV</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>266</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325360</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N654MQ</td>\n",
+       "      <td>3202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>665</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325368</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1624.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N583JB</td>\n",
+       "      <td>1729</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1074</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325399</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1931.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N651JB</td>\n",
+       "      <td>213</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325404</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1657.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N413UA</td>\n",
+       "      <td>404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>1923.0</td>\n",
+       "      <td>300.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N438UA</td>\n",
+       "      <td>998</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325484</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N740EV</td>\n",
+       "      <td>5461</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325502</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1824.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>2041.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N297WN</td>\n",
+       "      <td>1873</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325569</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N642WN</td>\n",
+       "      <td>1368</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325585</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11536</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325616</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WMAA</td>\n",
+       "      <td>1691</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KNAA</td>\n",
+       "      <td>2437</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325661</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N740SW</td>\n",
+       "      <td>1707</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2139.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>4536</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325672</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2210.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N902XJ</td>\n",
+       "      <td>3497</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325683</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4119</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>659.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>937.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14704</td>\n",
+       "      <td>1714</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325845</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>806.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1055.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EMAA</td>\n",
+       "      <td>2243</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325923</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>859.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1152.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N653JB</td>\n",
+       "      <td>1717</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325938</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>915.0</td>\n",
+       "      <td>185.0</td>\n",
+       "      <td>1111.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N903DE</td>\n",
+       "      <td>1919</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325949</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>930.0</td>\n",
+       "      <td>162.0</td>\n",
+       "      <td>1202.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N427UA</td>\n",
+       "      <td>382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>305.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325952</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>938.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1234.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N980DL</td>\n",
+       "      <td>2190</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325960</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>945.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N934WN</td>\n",
+       "      <td>249</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325969</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1000.0</td>\n",
+       "      <td>215.0</td>\n",
+       "      <td>1158.0</td>\n",
+       "      <td>258.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N8315C</td>\n",
+       "      <td>1708</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>155.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>325973</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1005.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1211.0</td>\n",
+       "      <td>196.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N632SW</td>\n",
+       "      <td>4461</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326026</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1105.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1246.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N291WN</td>\n",
+       "      <td>102</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1108.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N826UA</td>\n",
+       "      <td>544</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326030</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1109.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N527AA</td>\n",
+       "      <td>313</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326033</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1110.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1316.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N410UA</td>\n",
+       "      <td>654</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326037</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1119.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N478UA</td>\n",
+       "      <td>673</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1121.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1323.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3521</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326048</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1133.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1445.0</td>\n",
+       "      <td>151.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N584AA</td>\n",
+       "      <td>325</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326075</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N464UA</td>\n",
+       "      <td>798</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326079</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1218.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1315.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N762US</td>\n",
+       "      <td>2177</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326081</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1219.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1321.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N401UA</td>\n",
+       "      <td>994</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326089</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1225.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1436.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N415UA</td>\n",
+       "      <td>775</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326135</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1318.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1420.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N231JB</td>\n",
+       "      <td>1307</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326157</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1341.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1550.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N494WN</td>\n",
+       "      <td>1787</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326177</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N412WN</td>\n",
+       "      <td>4453</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1359.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1515.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N522MQ</td>\n",
+       "      <td>3704</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326183</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1405.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1548.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N67134</td>\n",
+       "      <td>1734</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326205</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1439.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1620.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N33182</td>\n",
+       "      <td>4193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326206</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1440.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1601.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4XVAA</td>\n",
+       "      <td>331</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326226</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1701.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N242WN</td>\n",
+       "      <td>4103</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>286.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326265</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>209.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N833UA</td>\n",
+       "      <td>255</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326267</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1527.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1723.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326290</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1549.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N653JB</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326310</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1920.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N14231</td>\n",
+       "      <td>1205</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326313</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1732.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N501MQ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326326</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N504MQ</td>\n",
+       "      <td>3669</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326333</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1632.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N191DN</td>\n",
+       "      <td>1163</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1636.0</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1805.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N808UA</td>\n",
+       "      <td>681</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326342</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N75429</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326363</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>1955.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N595UA</td>\n",
+       "      <td>257</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326406</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1748.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>1913.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N488WN</td>\n",
+       "      <td>4209</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326422</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326432</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N473AA</td>\n",
+       "      <td>341</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326436</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16178</td>\n",
+       "      <td>6101</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1817.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N602LR</td>\n",
+       "      <td>3448</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326447</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1825.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18556</td>\n",
+       "      <td>3849</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326452</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N523UA</td>\n",
+       "      <td>509</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>240.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326459</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2003.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N531MQ</td>\n",
+       "      <td>3748</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326468</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N433UA</td>\n",
+       "      <td>525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326479</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326480</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1853.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N476WN</td>\n",
+       "      <td>3928</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326489</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>164.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N337JB</td>\n",
+       "      <td>1105</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326508</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N926XJ</td>\n",
+       "      <td>3513</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326520</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1928.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>2122.0</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N849UA</td>\n",
+       "      <td>689</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326521</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1929.0</td>\n",
+       "      <td>309.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WSAA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326527</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1933.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N510UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>358.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326530</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4YLAA</td>\n",
+       "      <td>343</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326534</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2118.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>4411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326548</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>231.0</td>\n",
+       "      <td>2109.0</td>\n",
+       "      <td>210.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N415UA</td>\n",
+       "      <td>454</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1954.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N482UA</td>\n",
+       "      <td>691</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326560</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16561</td>\n",
+       "      <td>5678</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>569</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326562</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2005.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2158.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N447UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>213.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326570</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2018.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2138.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N570AA</td>\n",
+       "      <td>359</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326571</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2021.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N816UA</td>\n",
+       "      <td>589</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326581</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>2155.0</td>\n",
+       "      <td>238.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3523</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2038.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2152.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N527MQ</td>\n",
+       "      <td>3134</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326590</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>2206.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N501AA</td>\n",
+       "      <td>345</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2044.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2205.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N24706</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2050.0</td>\n",
+       "      <td>230.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>211.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3CXAA</td>\n",
+       "      <td>199</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>740</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326603</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2052.0</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N54711</td>\n",
+       "      <td>1128</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326607</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N844UA</td>\n",
+       "      <td>693</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326621</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2105.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4UCAA</td>\n",
+       "      <td>353</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326637</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2156.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2358.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N512MQ</td>\n",
+       "      <td>3662</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326640</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N23707</td>\n",
+       "      <td>1066</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326643</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18114</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TUL</td>\n",
+       "      <td>163.0</td>\n",
+       "      <td>1215</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14904</td>\n",
+       "      <td>4247</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326646</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326652</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2308.0</td>\n",
+       "      <td>245.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>207.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13994</td>\n",
+       "      <td>5795</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326653</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16961</td>\n",
+       "      <td>4152</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326654</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2326.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12172</td>\n",
+       "      <td>4560</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>199</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>19</td>\n",
+       "      <td>2335.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27962</td>\n",
+       "      <td>4504</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326675</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N190JB</td>\n",
+       "      <td>2002</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>254.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>227.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N25705</td>\n",
+       "      <td>1464</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>656.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>951.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N39728</td>\n",
+       "      <td>1714</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326864</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>825.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1058.0</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N478UA</td>\n",
+       "      <td>482</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326881</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>831.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1115.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N320AA</td>\n",
+       "      <td>1345</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>838.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>939.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16954</td>\n",
+       "      <td>6062</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BDL</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>116</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326931</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>913.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1013.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N817MQ</td>\n",
+       "      <td>3370</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326949</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>929.0</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3772H</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>760</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326957</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>939.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1132.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N837UA</td>\n",
+       "      <td>447</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>948.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3KHAA</td>\n",
+       "      <td>1111</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326964</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>950.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1158.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N737US</td>\n",
+       "      <td>2071</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>954.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1141.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16918</td>\n",
+       "      <td>4155</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>326998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1032.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1257.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N458UA</td>\n",
+       "      <td>456</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327028</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1115.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1337.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N529JB</td>\n",
+       "      <td>411</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>295.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327036</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1125.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1229.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N809UA</td>\n",
+       "      <td>994</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327039</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1127.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1241.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N513MQ</td>\n",
+       "      <td>3611</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327043</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1139.0</td>\n",
+       "      <td>1014.0</td>\n",
+       "      <td>1457.0</td>\n",
+       "      <td>1007.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N338AA</td>\n",
+       "      <td>177</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327046</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1146.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1451.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N634AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>339.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327050</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1149.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1532.0</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N33294</td>\n",
+       "      <td>1193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327051</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N525UA</td>\n",
+       "      <td>642</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>346.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327080</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1220.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1507.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3493</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327091</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1238.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N833AS</td>\n",
+       "      <td>5711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327092</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N642VA</td>\n",
+       "      <td>187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327130</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1307.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1607.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N630VA</td>\n",
+       "      <td>23</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>334.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327185</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37255</td>\n",
+       "      <td>1667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>340.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327248</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1635.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12996</td>\n",
+       "      <td>4552</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>445</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327278</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N826UA</td>\n",
+       "      <td>667</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>404</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327320</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1618.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N562UW</td>\n",
+       "      <td>1995</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327340</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1642.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N827UA</td>\n",
+       "      <td>207</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327345</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FNAA</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327348</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N718TW</td>\n",
+       "      <td>141</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327359</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1654.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1833.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8968E</td>\n",
+       "      <td>3868</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>290</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327362</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1656.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1754.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N412WN</td>\n",
+       "      <td>1350</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327385</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1712.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1916.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12163</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327421</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2045.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>315.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327442</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N625VA</td>\n",
+       "      <td>413</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327445</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>2056.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N17730</td>\n",
+       "      <td>1200</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2425</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327450</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>161.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>198.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N373AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>356.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327477</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1839.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>2043.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17108</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327482</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HFAA</td>\n",
+       "      <td>1171</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1389</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327494</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3556</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327510</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>2046.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N602MQ</td>\n",
+       "      <td>2793</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>483</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327518</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N637VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>333.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327519</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>394.0</td>\n",
+       "      <td>2201.0</td>\n",
+       "      <td>376.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N464WN</td>\n",
+       "      <td>42</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>1428</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327537</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>2059.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>1185</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327538</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>2254.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N835VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327539</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>172.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>175.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N552JB</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>357.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1937.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N789JB</td>\n",
+       "      <td>711</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>304.0</td>\n",
+       "      <td>2248</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327549</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>1940.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N929XJ</td>\n",
+       "      <td>3325</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1391</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>298.0</td>\n",
+       "      <td>2217.0</td>\n",
+       "      <td>263.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N758EV</td>\n",
+       "      <td>5199</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>641</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327595</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>2213.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13903</td>\n",
+       "      <td>4382</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327616</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N640VA</td>\n",
+       "      <td>29</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>359.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327641</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N473WN</td>\n",
+       "      <td>381</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N324AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327651</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N537JB</td>\n",
+       "      <td>915</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>341.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327655</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>20</td>\n",
+       "      <td>2349.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N328JB</td>\n",
+       "      <td>108</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327850</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>21</td>\n",
+       "      <td>855.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N490UA</td>\n",
+       "      <td>278</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327947</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1134.0</td>\n",
+       "      <td>249.0</td>\n",
+       "      <td>1248.0</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N444WN</td>\n",
+       "      <td>1267</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>738</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327961</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1152.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1513.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N634AA</td>\n",
+       "      <td>179</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1158.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>1502.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N638VA</td>\n",
+       "      <td>187</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>347.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327986</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1227.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1353.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>5208</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327991</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1412.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N6EAMQ</td>\n",
+       "      <td>3230</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>327998</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1251.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1347.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N348JB</td>\n",
+       "      <td>2380</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328009</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>1616.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>3</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328020</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1319.0</td>\n",
+       "      <td>179.0</td>\n",
+       "      <td>1556.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N709JB</td>\n",
+       "      <td>53</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328058</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1424.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N804MQ</td>\n",
+       "      <td>3388</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328104</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1506.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N633VA</td>\n",
+       "      <td>411</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328109</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1511.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>1812.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N38458</td>\n",
+       "      <td>1663</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328122</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1529.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1819.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N327AA</td>\n",
+       "      <td>117</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328151</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N677AW</td>\n",
+       "      <td>456</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>281.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328162</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N134EV</td>\n",
+       "      <td>5044</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328192</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N6EAMQ</td>\n",
+       "      <td>3433</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1652.0</td>\n",
+       "      <td>143.0</td>\n",
+       "      <td>1843.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N484UA</td>\n",
+       "      <td>578</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328230</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>1904.0</td>\n",
+       "      <td>328.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N954DL</td>\n",
+       "      <td>2219</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328243</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N595UA</td>\n",
+       "      <td>841</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328259</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1914.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N824UA</td>\n",
+       "      <td>708</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328284</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>21</td>\n",
+       "      <td>1847.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13908</td>\n",
+       "      <td>4625</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BWI</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>169</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328327</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2014.0</td>\n",
+       "      <td>189.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N512UA</td>\n",
+       "      <td>512</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>342.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328337</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N351AA</td>\n",
+       "      <td>2351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>21</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N132EV</td>\n",
+       "      <td>5379</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328439</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>736.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>903.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13913</td>\n",
+       "      <td>4250</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328580</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>950.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1155.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>1273</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328688</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1220.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1423.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11155</td>\n",
+       "      <td>4445</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IND</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>645</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328756</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1333.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N737JW</td>\n",
+       "      <td>1517</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328813</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1441.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N735MQ</td>\n",
+       "      <td>3340</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328889</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1538.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1746.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>328918</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>239.0</td>\n",
+       "      <td>1703.0</td>\n",
+       "      <td>232.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N948UW</td>\n",
+       "      <td>2146</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>184</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329020</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1737.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12564</td>\n",
+       "      <td>6101</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329024</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3540</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1029</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329038</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1758.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>2113.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N323AA</td>\n",
+       "      <td>181</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329043</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1959.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N738EV</td>\n",
+       "      <td>5601</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329070</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N711ZX</td>\n",
+       "      <td>95</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329082</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2108.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N838UA</td>\n",
+       "      <td>246</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329137</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1936.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2230.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3772H</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>317.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329163</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N720EV</td>\n",
+       "      <td>5503</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329166</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2000.0</td>\n",
+       "      <td>180.0</td>\n",
+       "      <td>2232.0</td>\n",
+       "      <td>157.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DDAA</td>\n",
+       "      <td>211</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1417</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329173</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2006.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N932XJ</td>\n",
+       "      <td>3285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1182</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2011.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>2123.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>1407</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N529JB</td>\n",
+       "      <td>1013</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LGB</td>\n",
+       "      <td>316.0</td>\n",
+       "      <td>2465</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329197</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2031.0</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N359AA</td>\n",
+       "      <td>2351</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329216</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2058.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2348.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N615DL</td>\n",
+       "      <td>1768</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>259.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329222</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>2301.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13955</td>\n",
+       "      <td>4293</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329233</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2257.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N712EV</td>\n",
+       "      <td>5306</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2129.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>2240.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5383</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>254</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329242</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2136.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N904XJ</td>\n",
+       "      <td>3497</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>427</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329254</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2244.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N511MQ</td>\n",
+       "      <td>3660</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329260</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2332.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16149</td>\n",
+       "      <td>5956</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329261</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>22</td>\n",
+       "      <td>2334.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N931XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329367</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>708.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>759.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N267JB</td>\n",
+       "      <td>2180</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329375</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>719.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>835.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13975</td>\n",
+       "      <td>4252</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>113.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329482</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>834.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1047.0</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N834MQ</td>\n",
+       "      <td>3676</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329544</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>939.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1322.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N594JB</td>\n",
+       "      <td>1289</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329546</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>941.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1226.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N437UA</td>\n",
+       "      <td>446</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1085</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329550</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>948.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1255.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DUAA</td>\n",
+       "      <td>2267</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329610</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1055.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1318.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N708EV</td>\n",
+       "      <td>5211</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>722</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329644</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1130.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1238.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16976</td>\n",
+       "      <td>6177</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>212</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329679</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1216.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14953</td>\n",
+       "      <td>4255</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>628</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329728</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1311.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N517MQ</td>\n",
+       "      <td>3572</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLE</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>419</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329753</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1345.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N744EV</td>\n",
+       "      <td>5132</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329794</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N818UA</td>\n",
+       "      <td>330</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329838</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1503.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N600QX</td>\n",
+       "      <td>5378</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329884</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1547.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N724MQ</td>\n",
+       "      <td>3340</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329916</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1621.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1757.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17138</td>\n",
+       "      <td>5675</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329929</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1628.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>1806.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N708EV</td>\n",
+       "      <td>4949</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329944</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1646.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>31.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N907XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1658.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1804.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21197</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329982</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>1953.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N480UA</td>\n",
+       "      <td>375</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2402</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>329988</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1720.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>286</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>20.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330015</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1749.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2055.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3DUAA</td>\n",
+       "      <td>1410</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330017</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1948.0</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14198</td>\n",
+       "      <td>4328</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSY</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>1167</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330029</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1756.0</td>\n",
+       "      <td>171.0</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14558</td>\n",
+       "      <td>4326</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>529</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330040</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1807.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1957.0</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11192</td>\n",
+       "      <td>6093</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AVL</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>583</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330041</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1808.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N488WN</td>\n",
+       "      <td>3928</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>HOU</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>1411</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330056</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N909XJ</td>\n",
+       "      <td>3310</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330066</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1827.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2110.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N449UA</td>\n",
+       "      <td>404</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330093</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1856.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2027.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15910</td>\n",
+       "      <td>3845</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330116</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1917.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2215.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N34222</td>\n",
+       "      <td>1416</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SNA</td>\n",
+       "      <td>320.0</td>\n",
+       "      <td>2434</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330133</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1930.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N206JB</td>\n",
+       "      <td>1516</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330136</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1932.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N580JB</td>\n",
+       "      <td>305</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330147</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>2147.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N355NW</td>\n",
+       "      <td>1321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1941.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>2106.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N221WN</td>\n",
+       "      <td>441</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>41.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330202</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N283JB</td>\n",
+       "      <td>2202</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330203</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2051.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>2340.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3BLAA</td>\n",
+       "      <td>235</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330222</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N717EV</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330230</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2133.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2242.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N783SW</td>\n",
+       "      <td>565</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>711</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330237</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>2307.0</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N37422</td>\n",
+       "      <td>1703</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330241</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2227.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13161</td>\n",
+       "      <td>4085</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>OMA</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>1134</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330246</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2236.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17159</td>\n",
+       "      <td>4504</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330250</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N515UA</td>\n",
+       "      <td>471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330251</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2252.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11544</td>\n",
+       "      <td>3842</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MHT</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>209</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330386</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>24</td>\n",
+       "      <td>736.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>858.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N15574</td>\n",
+       "      <td>4533</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330567</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1014.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1147.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N232PQ</td>\n",
+       "      <td>5222</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330759</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1419.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N371CA</td>\n",
+       "      <td>5299</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>963</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330859</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N186PQ</td>\n",
+       "      <td>5465</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330867</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1711.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N4WVAA</td>\n",
+       "      <td>337</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>733</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>330895</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1604.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N442UA</td>\n",
+       "      <td>511</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>LAS</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>2227</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>331121</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1944.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N848MQ</td>\n",
+       "      <td>3365</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>331125</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>24</td>\n",
+       "      <td>1947.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>2134.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N456UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>204.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>331171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2048.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>2355.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N555UA</td>\n",
+       "      <td>389</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>349.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>331203</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>24</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2347.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N751EV</td>\n",
+       "      <td>4885</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ILM</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>500</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>331391</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>25</td>\n",
+       "      <td>805.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1055.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N466UA</td>\n",
+       "      <td>482</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>331473</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>25</td>\n",
+       "      <td>912.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N526UA</td>\n",
+       "      <td>561</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>216.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>331586</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1145.0</td>\n",
+       "      <td>165.0</td>\n",
+       "      <td>1430.0</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N612JB</td>\n",
+       "      <td>5</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>331592</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1152.0</td>\n",
+       "      <td>202.0</td>\n",
+       "      <td>1340.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N378NW</td>\n",
+       "      <td>2119</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1020</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>331604</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>1332.0</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N830AS</td>\n",
+       "      <td>5736</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>331613</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1215.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>1355.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17146</td>\n",
+       "      <td>4297</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>331713</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1403.0</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>1719.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N518UA</td>\n",
+       "      <td>766</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>355.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>331842</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1559.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N936XJ</td>\n",
+       "      <td>3393</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>331877</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1835.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13550</td>\n",
+       "      <td>4576</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>GRR</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>605</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>331882</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1638.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17146</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>331892</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1650.0</td>\n",
+       "      <td>65.0</td>\n",
+       "      <td>1800.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N905XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>331920</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1706.0</td>\n",
+       "      <td>310.0</td>\n",
+       "      <td>1935.0</td>\n",
+       "      <td>297.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N668UA</td>\n",
+       "      <td>598</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>IAH</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>1400</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>331953</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1729.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2013.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N320US</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>332005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>25</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2137.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3745B</td>\n",
+       "      <td>2471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>1969</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>332101</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2207.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N724MQ</td>\n",
+       "      <td>3713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>XNA</td>\n",
+       "      <td>159.0</td>\n",
+       "      <td>1147</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>332108</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2007.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>2239.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N997AT</td>\n",
+       "      <td>685</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>332149</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2054.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>2345.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N448UA</td>\n",
+       "      <td>472</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>332163</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2125.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N323AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>327.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>332176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2226.0</td>\n",
+       "      <td>156.0</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>177.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N615QX</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>332183</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2305.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N761ND</td>\n",
+       "      <td>5489</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHO</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>305</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>5.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>332458</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>26</td>\n",
+       "      <td>921.0</td>\n",
+       "      <td>201.0</td>\n",
+       "      <td>1157.0</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>FL</td>\n",
+       "      <td>N267AT</td>\n",
+       "      <td>347</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>332555</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1114.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1357.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5EMAA</td>\n",
+       "      <td>1</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>332657</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1316.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>1554.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N329AA</td>\n",
+       "      <td>3</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>16.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>332676</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1338.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1523.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N18557</td>\n",
+       "      <td>4567</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>332711</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1540.0</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N766US</td>\n",
+       "      <td>2181</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>22.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>332755</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1454.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1555.0</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N838UA</td>\n",
+       "      <td>643</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>332835</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1603.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>1849.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N834UA</td>\n",
+       "      <td>222</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1068</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>332899</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1702.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>1907.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N804JB</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>332907</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1708.0</td>\n",
+       "      <td>103.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N323AA</td>\n",
+       "      <td>133</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>332951</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1751.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1926.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>YV</td>\n",
+       "      <td>N509MJ</td>\n",
+       "      <td>3771</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>332977</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1813.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>2012.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16951</td>\n",
+       "      <td>4201</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>332986</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1821.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2103.0</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3HGAA</td>\n",
+       "      <td>291</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>AUS</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>1521</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333005</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1834.0</td>\n",
+       "      <td>116.0</td>\n",
+       "      <td>2039.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11121</td>\n",
+       "      <td>4175</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>AVL</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>583</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333014</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1845.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>2002.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13124</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333052</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>26</td>\n",
+       "      <td>1911.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2124.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12900</td>\n",
+       "      <td>4410</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CAE</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>602</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333127</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>2315.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N667DN</td>\n",
+       "      <td>1543</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SEA</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2422</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333154</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2107.0</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N320AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>323.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333156</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2111.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N6712B</td>\n",
+       "      <td>1768</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SLC</td>\n",
+       "      <td>269.0</td>\n",
+       "      <td>1990</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333169</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2146.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>88.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11137</td>\n",
+       "      <td>4543</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DSM</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>1017</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333175</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>422.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>405.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N580UA</td>\n",
+       "      <td>745</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1620</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333176</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2212.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>25.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13978</td>\n",
+       "      <td>5811</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>JAX</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>820</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2231.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12157</td>\n",
+       "      <td>4368</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DAY</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>533</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>31.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333186</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>26</td>\n",
+       "      <td>2330.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11121</td>\n",
+       "      <td>4509</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>284</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>30.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333465</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>928.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>1106.0</td>\n",
+       "      <td>192.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N752EV</td>\n",
+       "      <td>5068</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333522</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1029.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>1135.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>3810</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>282</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333545</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1106.0</td>\n",
+       "      <td>146.0</td>\n",
+       "      <td>1243.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N398CA</td>\n",
+       "      <td>4941</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ORF</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>296</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333547</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1108.0</td>\n",
+       "      <td>148.0</td>\n",
+       "      <td>1213.0</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13958</td>\n",
+       "      <td>5813</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>277</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>8.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333606</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1225.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1417.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5373</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>461</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>25.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333671</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1339.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>1634.0</td>\n",
+       "      <td>99.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N336AA</td>\n",
+       "      <td>3</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333699</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1409.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N16559</td>\n",
+       "      <td>3852</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333717</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1429.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1659.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N537JB</td>\n",
+       "      <td>553</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333848</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1623.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N757UW</td>\n",
+       "      <td>2185</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>214</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333873</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1648.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N830AS</td>\n",
+       "      <td>5713</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>229</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>48.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333906</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>1858.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N696MQ</td>\n",
+       "      <td>3075</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333909</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1713.0</td>\n",
+       "      <td>203.0</td>\n",
+       "      <td>1838.0</td>\n",
+       "      <td>187.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N398CA</td>\n",
+       "      <td>5465</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MSN</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>812</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>13.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333948</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>2033.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N588JB</td>\n",
+       "      <td>1117</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>47.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333968</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1809.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>2026.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N27200</td>\n",
+       "      <td>4181</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>149.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333970</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1810.0</td>\n",
+       "      <td>100.0</td>\n",
+       "      <td>2127.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N845VA</td>\n",
+       "      <td>27</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>345.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>10.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333971</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1811.0</td>\n",
+       "      <td>106.0</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N339NW</td>\n",
+       "      <td>1373</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>1089</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>333975</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2029.0</td>\n",
+       "      <td>52.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N963DL</td>\n",
+       "      <td>1499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>762</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334122</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>2150.0</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N836AS</td>\n",
+       "      <td>5714</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>IAD</td>\n",
+       "      <td>41.0</td>\n",
+       "      <td>228</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334134</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2057.0</td>\n",
+       "      <td>135.0</td>\n",
+       "      <td>2203.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N720EV</td>\n",
+       "      <td>5274</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>764</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>57.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334148</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2117.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N537JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334169</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2214.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>2341.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5048</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334171</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2229.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>2338.0</td>\n",
+       "      <td>51.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N713EV</td>\n",
+       "      <td>5489</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CHO</td>\n",
+       "      <td>48.0</td>\n",
+       "      <td>305</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>29.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334177</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>188.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N605QX</td>\n",
+       "      <td>5306</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>GSO</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>461</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334178</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>90.0</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N608QX</td>\n",
+       "      <td>5038</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BHM</td>\n",
+       "      <td>139.0</td>\n",
+       "      <td>866</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334179</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2311.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N910XJ</td>\n",
+       "      <td>3525</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SYR</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>198</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334180</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>27</td>\n",
+       "      <td>2319.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N710EV</td>\n",
+       "      <td>5311</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>BGR</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>378</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334398</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>28</td>\n",
+       "      <td>952.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8554A</td>\n",
+       "      <td>3583</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>509</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>52.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334442</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1054.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>1202.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N258JB</td>\n",
+       "      <td>208</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PWM</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>273</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>54.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334514</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1253.0</td>\n",
+       "      <td>223.0</td>\n",
+       "      <td>1422.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N759EV</td>\n",
+       "      <td>5222</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334524</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1302.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1358.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N848MQ</td>\n",
+       "      <td>3386</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334582</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1433.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>37.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N509JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334591</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1446.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>1739.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N653JB</td>\n",
+       "      <td>1639</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RSW</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1080</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>46.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334599</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1449.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1710.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N843UA</td>\n",
+       "      <td>483</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>1065</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334611</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1456.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1700.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N651AW</td>\n",
+       "      <td>456</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PHX</td>\n",
+       "      <td>287.0</td>\n",
+       "      <td>2133</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334614</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1458.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N137EV</td>\n",
+       "      <td>5067</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>488</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334649</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>1747.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N77261</td>\n",
+       "      <td>1107</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>220.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>15.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334695</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1640.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>1902.0</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N589JB</td>\n",
+       "      <td>83</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>111.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334702</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1645.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>1945.0</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N357AA</td>\n",
+       "      <td>85</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>2586</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334743</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1726.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>1946.0</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N658MQ</td>\n",
+       "      <td>3075</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>589</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334821</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>28</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>2202.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N3JSAA</td>\n",
+       "      <td>1611</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MIA</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>1096</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>34.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>334833</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>28</td>\n",
+       "      <td>2017.0</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>2154.0</td>\n",
+       "      <td>324.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N812MQ</td>\n",
+       "      <td>3231</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>17.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335073</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>928.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>1330.0</td>\n",
+       "      <td>75.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N661JB</td>\n",
+       "      <td>403</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SJU</td>\n",
+       "      <td>218.0</td>\n",
+       "      <td>1598</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335170</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1149.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1418.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N323AA</td>\n",
+       "      <td>19</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>313.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335212</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1237.0</td>\n",
+       "      <td>98.0</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N807MQ</td>\n",
+       "      <td>3281</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>37.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335264</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1336.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>1611.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N21108</td>\n",
+       "      <td>1519</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>128.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335294</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1400.0</td>\n",
+       "      <td>81.0</td>\n",
+       "      <td>1539.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N14974</td>\n",
+       "      <td>4335</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>463</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335317</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1435.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1552.0</td>\n",
+       "      <td>134.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N431UA</td>\n",
+       "      <td>252</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335322</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1442.0</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>1605.0</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N724EV</td>\n",
+       "      <td>5378</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>335</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>42.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335343</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1453.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>1558.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N509MQ</td>\n",
+       "      <td>3760</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>101.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>14.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335434</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1614.0</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>1753.0</td>\n",
+       "      <td>83.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N698MQ</td>\n",
+       "      <td>3231</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PIT</td>\n",
+       "      <td>60.0</td>\n",
+       "      <td>340</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335435</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1615.0</td>\n",
+       "      <td>140.0</td>\n",
+       "      <td>1759.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11193</td>\n",
+       "      <td>4100</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MEM</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>946</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335462</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1639.0</td>\n",
+       "      <td>190.0</td>\n",
+       "      <td>1857.0</td>\n",
+       "      <td>208.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N812MQ</td>\n",
+       "      <td>3340</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>DTW</td>\n",
+       "      <td>92.0</td>\n",
+       "      <td>502</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>39.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335466</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1644.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>1908.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N615JB</td>\n",
+       "      <td>573</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>997</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335499</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1709.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1939.0</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N316NB</td>\n",
+       "      <td>1935</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>1010</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335516</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1721.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>1828.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N537MQ</td>\n",
+       "      <td>3748</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ORD</td>\n",
+       "      <td>108.0</td>\n",
+       "      <td>719</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>21.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335540</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1745.0</td>\n",
+       "      <td>255.0</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>236.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N517JB</td>\n",
+       "      <td>431</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>SRQ</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>1047</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335543</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1750.0</td>\n",
+       "      <td>70.0</td>\n",
+       "      <td>1918.0</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8932C</td>\n",
+       "      <td>3642</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RIC</td>\n",
+       "      <td>53.0</td>\n",
+       "      <td>292</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>50.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335554</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1755.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2022.0</td>\n",
+       "      <td>49.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N729JB</td>\n",
+       "      <td>1161</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>1035</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>55.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335561</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1801.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>2023.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N526UA</td>\n",
+       "      <td>485</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DEN</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>1605</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335563</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1802.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2132.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N389DA</td>\n",
+       "      <td>1394</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>358.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335576</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1815.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>1938.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>WN</td>\n",
+       "      <td>N272WN</td>\n",
+       "      <td>1454</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MDW</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>15.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335601</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>67.0</td>\n",
+       "      <td>2009.0</td>\n",
+       "      <td>69.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N21144</td>\n",
+       "      <td>4195</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>107.0</td>\n",
+       "      <td>748</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335681</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2142.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N185UW</td>\n",
+       "      <td>2039</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>77.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335710</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2032.0</td>\n",
+       "      <td>62.0</td>\n",
+       "      <td>2151.0</td>\n",
+       "      <td>55.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13979</td>\n",
+       "      <td>4224</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>32.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335713</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2036.0</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>2313.0</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N523JB</td>\n",
+       "      <td>225</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>TPA</td>\n",
+       "      <td>127.0</td>\n",
+       "      <td>1005</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>36.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335720</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2049.0</td>\n",
+       "      <td>199.0</td>\n",
+       "      <td>2153.0</td>\n",
+       "      <td>181.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N373JB</td>\n",
+       "      <td>86</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ROC</td>\n",
+       "      <td>44.0</td>\n",
+       "      <td>264</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>49.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335746</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2114.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>2333.0</td>\n",
+       "      <td>45.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N561JB</td>\n",
+       "      <td>65</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>ABQ</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>1826</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335761</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2204.0</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N564JB</td>\n",
+       "      <td>499</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>117.0</td>\n",
+       "      <td>950</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335765</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2223.0</td>\n",
+       "      <td>73.0</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>54.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N8932C</td>\n",
+       "      <td>3664</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CVG</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>585</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335771</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2245.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>27.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N11193</td>\n",
+       "      <td>4348</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MSP</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>1008</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>45.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335773</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2253.0</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>141.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N628VA</td>\n",
+       "      <td>415</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>303.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335775</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2314.0</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>11.0</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N848MQ</td>\n",
+       "      <td>3621</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>DCA</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>213</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>14.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335777</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2324.0</td>\n",
+       "      <td>144.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>124.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N528MQ</td>\n",
+       "      <td>3317</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>RDU</td>\n",
+       "      <td>61.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335778</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>29</td>\n",
+       "      <td>2327.0</td>\n",
+       "      <td>225.0</td>\n",
+       "      <td>153.0</td>\n",
+       "      <td>183.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N659JB</td>\n",
+       "      <td>1271</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>FLL</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1076</td>\n",
+       "      <td>23.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335896</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>30</td>\n",
+       "      <td>724.0</td>\n",
+       "      <td>84.0</td>\n",
+       "      <td>946.0</td>\n",
+       "      <td>66.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N558JB</td>\n",
+       "      <td>27</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>937</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>335986</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>30</td>\n",
+       "      <td>827.0</td>\n",
+       "      <td>132.0</td>\n",
+       "      <td>1022.0</td>\n",
+       "      <td>131.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N556UW</td>\n",
+       "      <td>1772</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>27.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>336027</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>30</td>\n",
+       "      <td>858.0</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>1139.0</td>\n",
+       "      <td>104.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N421UA</td>\n",
+       "      <td>537</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>PBI</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>1023</td>\n",
+       "      <td>8.0</td>\n",
+       "      <td>58.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>336067</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>30</td>\n",
+       "      <td>944.0</td>\n",
+       "      <td>118.0</td>\n",
+       "      <td>1137.0</td>\n",
+       "      <td>114.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N249JB</td>\n",
+       "      <td>1273</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CHS</td>\n",
+       "      <td>89.0</td>\n",
+       "      <td>636</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>44.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>336089</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1012.0</td>\n",
+       "      <td>96.0</td>\n",
+       "      <td>1106.0</td>\n",
+       "      <td>82.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N238JB</td>\n",
+       "      <td>2280</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>BOS</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>12.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>336207</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1240.0</td>\n",
+       "      <td>145.0</td>\n",
+       "      <td>1421.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>US</td>\n",
+       "      <td>N102UW</td>\n",
+       "      <td>2067</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>76.0</td>\n",
+       "      <td>541</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>336252</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1324.0</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>1512.0</td>\n",
+       "      <td>272.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N761ND</td>\n",
+       "      <td>5157</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CLT</td>\n",
+       "      <td>79.0</td>\n",
+       "      <td>544</td>\n",
+       "      <td>13.0</td>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>336426</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1606.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>1836.0</td>\n",
+       "      <td>46.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N5FLAA</td>\n",
+       "      <td>2285</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>6.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>336456</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1633.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>56.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N502AA</td>\n",
+       "      <td>320</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>DFW</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>1372</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>336529</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1738.0</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>1906.0</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12563</td>\n",
+       "      <td>4580</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MKE</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>725</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>336572</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1818.0</td>\n",
+       "      <td>63.0</td>\n",
+       "      <td>2001.0</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N934XJ</td>\n",
+       "      <td>3310</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>142.0</td>\n",
+       "      <td>1113</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>18.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>336579</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1823.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>1934.0</td>\n",
+       "      <td>121.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N916XJ</td>\n",
+       "      <td>3459</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BNA</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>765</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>23.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>336582</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1826.0</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>2116.0</td>\n",
+       "      <td>68.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3748Y</td>\n",
+       "      <td>1394</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>PDX</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>2454</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>26.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>336593</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1840.0</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>2149.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>VX</td>\n",
+       "      <td>N621VA</td>\n",
+       "      <td>193</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>325.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>18.0</td>\n",
+       "      <td>40.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>336664</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1943.0</td>\n",
+       "      <td>93.0</td>\n",
+       "      <td>2140.0</td>\n",
+       "      <td>105.0</td>\n",
+       "      <td>MQ</td>\n",
+       "      <td>N724MQ</td>\n",
+       "      <td>3526</td>\n",
+       "      <td>LGA</td>\n",
+       "      <td>CMH</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>479</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>43.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>336668</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1951.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>2157.0</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N13988</td>\n",
+       "      <td>4294</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SAV</td>\n",
+       "      <td>95.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>51.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>336674</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>30</td>\n",
+       "      <td>1956.0</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>2208.0</td>\n",
+       "      <td>47.0</td>\n",
+       "      <td>DL</td>\n",
+       "      <td>N3772H</td>\n",
+       "      <td>1576</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>SAN</td>\n",
+       "      <td>292.0</td>\n",
+       "      <td>2446</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>56.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>336704</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2028.0</td>\n",
+       "      <td>78.0</td>\n",
+       "      <td>2255.0</td>\n",
+       "      <td>40.0</td>\n",
+       "      <td>AA</td>\n",
+       "      <td>N338AA</td>\n",
+       "      <td>21</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>LAX</td>\n",
+       "      <td>294.0</td>\n",
+       "      <td>2475</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>336724</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2053.0</td>\n",
+       "      <td>158.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N600QX</td>\n",
+       "      <td>5292</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>ATL</td>\n",
+       "      <td>91.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>20.0</td>\n",
+       "      <td>53.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>336742</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2119.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>2310.0</td>\n",
+       "      <td>58.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N17984</td>\n",
+       "      <td>4321</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>MCI</td>\n",
+       "      <td>147.0</td>\n",
+       "      <td>1092</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>19.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>336757</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2159.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>2344.0</td>\n",
+       "      <td>194.0</td>\n",
+       "      <td>9E</td>\n",
+       "      <td>N906XJ</td>\n",
+       "      <td>3320</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>BUF</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>301</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>59.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>336760</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2211.0</td>\n",
+       "      <td>72.0</td>\n",
+       "      <td>2339.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>EV</td>\n",
+       "      <td>N12145</td>\n",
+       "      <td>4672</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>STL</td>\n",
+       "      <td>120.0</td>\n",
+       "      <td>872</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>11.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>336762</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2233.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>112.0</td>\n",
+       "      <td>42.0</td>\n",
+       "      <td>UA</td>\n",
+       "      <td>N578UA</td>\n",
+       "      <td>471</td>\n",
+       "      <td>EWR</td>\n",
+       "      <td>SFO</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>2565</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>33.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>336763</th>\n",
+       "      <td>2013</td>\n",
+       "      <td>9</td>\n",
+       "      <td>30</td>\n",
+       "      <td>2235.0</td>\n",
+       "      <td>154.0</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>130.0</td>\n",
+       "      <td>B6</td>\n",
+       "      <td>N804JB</td>\n",
+       "      <td>1083</td>\n",
+       "      <td>JFK</td>\n",
+       "      <td>MCO</td>\n",
+       "      <td>123.0</td>\n",
+       "      <td>944</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>35.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        year  month  day  dep_time  dep_delay  arr_time  arr_delay carrier  \\\n",
+       "119     2013      1    1     811.0      101.0    1047.0      137.0      MQ   \n",
+       "135     2013      1    1     826.0       71.0    1136.0       51.0      AA   \n",
+       "151     2013      1    1     848.0      853.0    1001.0      851.0      MQ   \n",
+       "218     2013      1    1     957.0      144.0    1056.0      123.0      UA   \n",
+       "268     2013      1    1    1114.0      134.0    1447.0      145.0      UA   \n",
+       "269     2013      1    1    1120.0       96.0    1331.0       78.0      EV   \n",
+       "349     2013      1    1    1301.0       71.0    1518.0       93.0      MQ   \n",
+       "373     2013      1    1    1337.0       77.0    1649.0       78.0      B6   \n",
+       "395     2013      1    1    1400.0       70.0    1645.0      103.0      EV   \n",
+       "447     2013      1    1    1505.0      115.0    1638.0      127.0      EV   \n",
+       "470     2013      1    1    1525.0      105.0    1831.0      125.0      B6   \n",
+       "491     2013      1    1    1540.0      122.0    2020.0      115.0      B6   \n",
+       "497     2013      1    1    1548.0       88.0    1751.0       91.0      MQ   \n",
+       "498     2013      1    1    1549.0       64.0    1912.0      136.0      EV   \n",
+       "512     2013      1    1    1558.0      119.0    1718.0      123.0      EV   \n",
+       "526     2013      1    1    1607.0       84.0    1711.0       78.0      UA   \n",
+       "542     2013      1    1    1627.0       88.0    1925.0       80.0      B6   \n",
+       "544     2013      1    1    1628.0       64.0    1740.0       59.0      EV   \n",
+       "557     2013      1    1    1639.0       82.0    1815.0       96.0      EV   \n",
+       "587     2013      1    1    1711.0       71.0    2005.0       68.0      B6   \n",
+       "593     2013      1    1    1716.0       91.0    2140.0       61.0      B6   \n",
+       "604     2013      1    1    1728.0       88.0    2004.0      107.0      EV   \n",
+       "609     2013      1    1    1732.0       62.0    2028.0      123.0      EV   \n",
+       "614     2013      1    1    1740.0       70.0    2102.0       68.0      DL   \n",
+       "617     2013      1    1    1743.0       88.0    1925.0       66.0      9E   \n",
+       "639     2013      1    1    1803.0      103.0    2008.0      138.0      MQ   \n",
+       "647     2013      1    1    1814.0       74.0    2051.0      116.0      EV   \n",
+       "649     2013      1    1    1815.0      290.0    2120.0      338.0      EV   \n",
+       "669     2013      1    1    1836.0       70.0    2107.0       94.0      EV   \n",
+       "673     2013      1    1    1842.0      260.0    1958.0      263.0      EV   \n",
+       "678     2013      1    1    1846.0       61.0    2147.0       52.0      AA   \n",
+       "680     2013      1    1    1848.0       63.0    2238.0       78.0      AA   \n",
+       "689     2013      1    1    1856.0      131.0    2212.0      127.0      AA   \n",
+       "720     2013      1    1    1930.0      105.0    2233.0       81.0      DL   \n",
+       "721     2013      1    1    1934.0      129.0    2126.0      151.0      MQ   \n",
+       "724     2013      1    1    1938.0      155.0    2109.0      166.0      EV   \n",
+       "729     2013      1    1    1942.0      157.0    2124.0      174.0      MQ   \n",
+       "746     2013      1    1    2006.0      216.0    2230.0      222.0      EV   \n",
+       "748     2013      1    1    2008.0       73.0    2223.0       83.0      MQ   \n",
+       "750     2013      1    1    2009.0      121.0    2145.0      123.0      EV   \n",
+       "762     2013      1    1    2024.0      109.0    2328.0       91.0      B6   \n",
+       "785     2013      1    1    2056.0       72.0    2210.0       61.0      EV   \n",
+       "801     2013      1    1    2115.0      255.0    2330.0      250.0      9E   \n",
+       "803     2013      1    1    2119.0      109.0    2358.0      142.0      EV   \n",
+       "815     2013      1    1    2205.0      285.0      46.0      246.0      AA   \n",
+       "821     2013      1    1    2221.0      141.0    2331.0      127.0      EV   \n",
+       "826     2013      1    1    2302.0       62.0    2342.0       49.0      EV   \n",
+       "830     2013      1    1    2312.0      192.0      21.0      191.0      EV   \n",
+       "831     2013      1    1    2323.0       83.0      22.0       69.0      EV   \n",
+       "832     2013      1    1    2326.0      116.0     131.0       73.0      B6   \n",
+       "834     2013      1    1    2343.0      379.0     314.0      456.0      EV   \n",
+       "843     2013      1    2     126.0      156.0     233.0      154.0      B6   \n",
+       "948     2013      1    2     720.0       80.0     905.0       90.0      MQ   \n",
+       "982     2013      1    2     754.0       79.0     900.0       75.0      EV   \n",
+       "1007    2013      1    2     817.0      107.0    1107.0      142.0      EV   \n",
+       "1032    2013      1    2     833.0      155.0    1018.0      171.0      UA   \n",
+       "1084    2013      1    2     923.0      179.0    1051.0      173.0      EV   \n",
+       "1089    2013      1    2     928.0       75.0    1212.0       84.0      EV   \n",
+       "1092    2013      1    2     928.0       63.0    1203.0       99.0      US   \n",
+       "1104    2013      1    2     944.0      104.0    1051.0       97.0      EV   \n",
+       "1120    2013      1    2    1003.0      103.0    1105.0       85.0      9E   \n",
+       "1141    2013      1    2    1033.0       64.0    1235.0       63.0      EV   \n",
+       "1158    2013      1    2    1055.0      100.0    1349.0       98.0      B6   \n",
+       "1179    2013      1    2    1125.0       65.0    1309.0       46.0      EV   \n",
+       "1180    2013      1    2    1125.0      120.0    1445.0        NaN      9E   \n",
+       "1226    2013      1    2    1228.0      103.0    1354.0      102.0      EV   \n",
+       "1242    2013      1    2    1244.0      224.0    1431.0      207.0      EV   \n",
+       "1276    2013      1    2    1331.0       90.0    1441.0       83.0      EV   \n",
+       "1278    2013      1    2    1332.0      268.0    1616.0      288.0      EV   \n",
+       "1287    2013      1    2    1340.0       71.0    1603.0       96.0      EV   \n",
+       "1290    2013      1    2    1341.0      101.0    1627.0      107.0      DL   \n",
+       "1294    2013      1    2    1345.0       65.0    1642.0       47.0      AA   \n",
+       "1310    2013      1    2    1412.0      334.0    1710.0      323.0      UA   \n",
+       "1313    2013      1    2    1421.0       67.0    1515.0       60.0      EV   \n",
+       "1325    2013      1    2    1438.0       75.0    1651.0       85.0      EV   \n",
+       "1337    2013      1    2    1451.0      139.0    1749.0      136.0      UA   \n",
+       "1372    2013      1    2    1519.0       69.0    1700.0       65.0      MQ   \n",
+       "1386    2013      1    2    1528.0       99.0    1755.0      119.0      EV   \n",
+       "1407    2013      1    2    1548.0      128.0    1710.0      130.0      EV   \n",
+       "1416    2013      1    2    1555.0       70.0    1845.0      109.0      EV   \n",
+       "1440    2013      1    2    1607.0      337.0    2003.0      368.0      AA   \n",
+       "1441    2013      1    2    1609.0       76.0    1710.0       67.0      EV   \n",
+       "1451    2013      1    2    1618.0       62.0    1913.0       48.0      UA   \n",
+       "1456    2013      1    2    1625.0      101.0    1744.0      102.0      EV   \n",
+       "1471    2013      1    2    1642.0       98.0    1757.0       96.0      EV   \n",
+       "1495    2013      1    2    1710.0      104.0    1857.0      122.0      EV   \n",
+       "1499    2013      1    2    1714.0       79.0    1837.0       82.0      WN   \n",
+       "1514    2013      1    2    1728.0       91.0    1829.0       82.0      EV   \n",
+       "1515    2013      1    2    1728.0      133.0    1843.0      131.0      EV   \n",
+       "1522    2013      1    2    1732.0       67.0    2004.0       69.0      MQ   \n",
+       "1536    2013      1    2    1746.0       85.0    1835.0       71.0      EV   \n",
+       "1545    2013      1    2    1751.0      181.0    2041.0      166.0      AA   \n",
+       "1547    2013      1    2    1754.0       75.0    1936.0       80.0      EV   \n",
+       "1548    2013      1    2    1755.0      128.0    1929.0      141.0      EV   \n",
+       "1552    2013      1    2    1759.0       75.0    1902.0       69.0      EV   \n",
+       "1555    2013      1    2    1801.0       66.0    1932.0       49.0      9E   \n",
+       "1556    2013      1    2    1802.0      102.0    2146.0      107.0      US   \n",
+       "1559    2013      1    2    1804.0       85.0    2050.0       99.0      EV   \n",
+       "1562    2013      1    2    1806.0       97.0    2008.0      120.0      EV   \n",
+       "1566    2013      1    2    1810.0       67.0    1948.0       85.0      EV   \n",
+       "1569    2013      1    2    1810.0       75.0    2146.0      106.0      WN   \n",
+       "1574    2013      1    2    1821.0       67.0    1945.0       81.0      EV   \n",
+       "1583    2013      1    2    1829.0       67.0    1940.0       77.0      EV   \n",
+       "1602    2013      1    2    1845.0      120.0    2137.0      158.0      9E   \n",
+       "1603    2013      1    2    1848.0      107.0    2112.0      136.0      EV   \n",
+       "1606    2013      1    2    1849.0       85.0    2235.0        NaN      EV   \n",
+       "1632    2013      1    2    1909.0      168.0    2116.0      180.0      EV   \n",
+       "1653    2013      1    2    1933.0      103.0    2227.0      102.0      B6   \n",
+       "1655    2013      1    2    1934.0      109.0    2302.0      116.0      DL   \n",
+       "1665    2013      1    2    1943.0       80.0    2048.0       68.0      EV   \n",
+       "1684    2013      1    2    2005.0      180.0    2126.0      176.0      MQ   \n",
+       "1704    2013      1    2    2032.0       97.0    2314.0       88.0      9E   \n",
+       "1715    2013      1    2    2043.0      164.0    2251.0      182.0      EV   \n",
+       "1717    2013      1    2    2045.0       75.0    2302.0       82.0      EV   \n",
+       "1722    2013      1    2    2051.0       82.0    2256.0       83.0      EV   \n",
+       "1734    2013      1    2    2108.0       74.0    2218.0       59.0      EV   \n",
+       "1738    2013      1    2    2115.0      158.0    2322.0      157.0      EV   \n",
+       "1741    2013      1    2    2116.0       71.0    2242.0       58.0      9E   \n",
+       "1749    2013      1    2    2131.0      379.0    2340.0      359.0      UA   \n",
+       "1755    2013      1    2    2145.0      140.0      54.0      130.0      DL   \n",
+       "1757    2013      1    2    2148.0      104.0    2234.0       82.0      EV   \n",
+       "1758    2013      1    2    2150.0      105.0    2255.0       89.0      9E   \n",
+       "1762    2013      1    2    2225.0      175.0     231.0      252.0      EV   \n",
+       "1766    2013      1    2    2254.0       65.0    2358.0       53.0      EV   \n",
+       "1767    2013      1    2    2256.0       65.0    2340.0       56.0      EV   \n",
+       "1768    2013      1    2    2259.0      119.0     122.0      110.0      DL   \n",
+       "1770    2013      1    2    2309.0       69.0       5.0       58.0      EV   \n",
+       "1771    2013      1    2    2313.0      108.0      20.0      100.0      MQ   \n",
+       "1772    2013      1    2    2334.0      125.0      33.0      111.0      EV   \n",
+       "1773    2013      1    2    2337.0      102.0     222.0      101.0      B6   \n",
+       "1774    2013      1    2    2347.0       62.0      58.0       61.0      B6   \n",
+       "1786    2013      1    3      50.0      185.0     203.0      172.0      B6   \n",
+       "1787    2013      1    3     235.0      156.0     700.0      143.0      B6   \n",
+       "1887    2013      1    3     715.0       68.0     951.0       92.0      EV   \n",
+       "1981    2013      1    3     851.0      111.0    1206.0      111.0      AA   \n",
+       "1986    2013      1    3     854.0      144.0    1057.0      167.0      AA   \n",
+       "2009    2013      1    3     909.0      129.0    1103.0      133.0      AA   \n",
+       "2015    2013      1    3     912.0      102.0    1258.0      138.0      AA   \n",
+       "2020    2013      1    3     916.0       71.0    1128.0       83.0      B6   \n",
+       "2034    2013      1    3     937.0      102.0    1246.0       96.0      AA   \n",
+       "2037    2013      1    3     944.0      119.0    1112.0      102.0      AA   \n",
+       "2044    2013      1    3     950.0       70.0    1142.0       72.0      MQ   \n",
+       "2059    2013      1    3    1003.0       93.0    1150.0       85.0      AA   \n",
+       "2064    2013      1    3    1014.0      104.0    1152.0       97.0      AA   \n",
+       "2198    2013      1    3    1321.0      126.0    1450.0      113.0      EV   \n",
+       "2249    2013      1    3    1441.0       66.0    1727.0       79.0      B6   \n",
+       "2283    2013      1    3    1500.0       65.0    1832.0       81.0      DL   \n",
+       "2286    2013      1    3    1503.0      162.0    1803.0      128.0      UA   \n",
+       "2330    2013      1    3    1549.0       62.0    1804.0       70.0      EV   \n",
+       "2366    2013      1    3    1624.0      174.0    1900.0      175.0      DL   \n",
+       "2387    2013      1    3    1643.0       68.0    1953.0       63.0      AA   \n",
+       "2420    2013      1    3    1711.0       71.0    2028.0       63.0      AA   \n",
+       "2435    2013      1    3    1727.0       77.0    1855.0       59.0      EV   \n",
+       "2444    2013      1    3    1732.0       73.0    1837.0       71.0      EV   \n",
+       "2466    2013      1    3    1758.0      128.0    2240.0      110.0      AA   \n",
+       "2471    2013      1    3    1801.0       86.0    2006.0       81.0      B6   \n",
+       "2495    2013      1    3    1821.0      171.0    2131.0      141.0      AA   \n",
+       "2506    2013      1    3    1834.0      174.0    2040.0      176.0      EV   \n",
+       "2508    2013      1    3    1839.0       99.0    2056.0       66.0      AA   \n",
+       "2518    2013      1    3    1847.0       82.0    2102.0      127.0      MQ   \n",
+       "2522    2013      1    3    1850.0       65.0    2148.0       28.0      AA   \n",
+       "2537    2013      1    3    1904.0      125.0    2327.0        NaN      9E   \n",
+       "2543    2013      1    3    1910.0       81.0    2021.0       72.0      B6   \n",
+       "2556    2013      1    3    1923.0       68.0    2036.0       38.0      9E   \n",
+       "2562    2013      1    3    1929.0       69.0    2050.0       45.0      AA   \n",
+       "2563    2013      1    3    1933.0      123.0    2131.0       98.0      F9   \n",
+       "2571    2013      1    3    1941.0      102.0    2246.0       67.0      UA   \n",
+       "2577    2013      1    3    1950.0       65.0    2228.0        1.0      B6   \n",
+       "2591    2013      1    3    2001.0       86.0    2101.0       71.0      MQ   \n",
+       "2596    2013      1    3    2007.0       82.0    2155.0       85.0      MQ   \n",
+       "2598    2013      1    3    2008.0      268.0    2339.0      270.0      DL   \n",
+       "2600    2013      1    3    2012.0      252.0    2314.0      257.0      B6   \n",
+       "2609    2013      1    3    2022.0      102.0    2209.0       80.0      DL   \n",
+       "2617    2013      1    3    2033.0      108.0    2235.0      105.0      EV   \n",
+       "2620    2013      1    3    2036.0       61.0    2345.0       65.0      AA   \n",
+       "2626    2013      1    3    2042.0      106.0    2355.0      111.0      UA   \n",
+       "2632    2013      1    3    2048.0       78.0    2340.0       71.0      B6   \n",
+       "2637    2013      1    3    2056.0      291.0    2239.0      285.0      9E   \n",
+       "2642    2013      1    3    2100.0       90.0    2230.0       75.0      EV   \n",
+       "2651    2013      1    3    2110.0       70.0    2238.0       51.0      9E   \n",
+       "2654    2013      1    3    2114.0      158.0    2240.0      150.0      B6   \n",
+       "2656    2013      1    3    2119.0      103.0    2225.0       89.0      EV   \n",
+       "2676    2013      1    3    2211.0       86.0    2346.0       90.0      9E   \n",
+       "2682    2013      1    3    2257.0      177.0      45.0      141.0      9E   \n",
+       "2700    2013      1    4     106.0      141.0     201.0      125.0      B6   \n",
+       "2957    2013      1    4     946.0       66.0    1115.0       45.0      EV   \n",
+       "2960    2013      1    4     947.0       73.0    1233.0       56.0      UA   \n",
+       "3016    2013      1    4    1100.0       65.0    1322.0       62.0      MQ   \n",
+       "3026    2013      1    4    1112.0      137.0    1310.0      126.0      9E   \n",
+       "3054    2013      1    4    1152.0      177.0    1319.0      161.0      EV   \n",
+       "3106    2013      1    4    1305.0      155.0    1452.0      162.0      AA   \n",
+       "3114    2013      1    4    1317.0       82.0    1423.0       79.0      9E   \n",
+       "3132    2013      1    4    1343.0       85.0    1536.0       81.0      EV   \n",
+       "3142    2013      1    4    1352.0       72.0    1701.0       66.0      AA   \n",
+       "3164    2013      1    4    1430.0      110.0    1717.0       97.0      AA   \n",
+       "3198    2013      1    4    1458.0      118.0    1651.0      105.0      9E   \n",
+       "3219    2013      1    4    1515.0      120.0    1600.0      109.0      EV   \n",
+       "3273    2013      1    4    1602.0      123.0    1715.0      118.0      EV   \n",
+       "3319    2013      1    4    1651.0      114.0    1908.0       98.0      B6   \n",
+       "3329    2013      1    4    1656.0       96.0    1817.0       93.0      EV   \n",
+       "3336    2013      1    4    1703.0       78.0    2001.0       51.0      AA   \n",
+       "3354    2013      1    4    1722.0       97.0    2202.0       83.0      B6   \n",
+       "3366    2013      1    4    1731.0       89.0    1837.0       75.0      YV   \n",
+       "3375    2013      1    4    1738.0       63.0    1930.0       45.0      B6   \n",
+       "3396    2013      1    4    1805.0       65.0    1929.0       50.0      UA   \n",
+       "3409    2013      1    4    1812.0       62.0    2148.0       72.0      UA   \n",
+       "3411    2013      1    4    1815.0      116.0    1938.0      132.0      EV   \n",
+       "3426    2013      1    4    1829.0      134.0    1937.0      136.0      EV   \n",
+       "3430    2013      1    4    1831.0       61.0    2029.0       36.0      F9   \n",
+       "3448    2013      1    4    1853.0       84.0    2029.0       87.0      EV   \n",
+       "3464    2013      1    4    1903.0       65.0    2025.0       49.0      UA   \n",
+       "3476    2013      1    4    1917.0      137.0    2135.0      105.0      AA   \n",
+       "3489    2013      1    4    1930.0       80.0    2128.0       51.0      9E   \n",
+       "3508    2013      1    4    1948.0       72.0    2114.0       64.0      B6   \n",
+       "3519    2013      1    4    2001.0       76.0    2314.0       47.0      B6   \n",
+       "3526    2013      1    4    2010.0      145.0    2257.0       97.0      AA   \n",
+       "3554    2013      1    4    2048.0       96.0    2332.0       55.0      B6   \n",
+       "3561    2013      1    4    2058.0      208.0       2.0      172.0      B6   \n",
+       "3563    2013      1    4    2100.0      100.0    2224.0       63.0      9E   \n",
+       "3566    2013      1    4    2108.0       68.0    2304.0       56.0      EV   \n",
+       "3574    2013      1    4    2123.0      288.0    2332.0      276.0      EV   \n",
+       "3584    2013      1    4    2142.0       97.0    2314.0      101.0      EV   \n",
+       "3594    2013      1    4    2203.0       88.0    2309.0       87.0      EV   \n",
+       "3595    2013      1    4    2208.0      142.0       7.0      133.0      EV   \n",
+       "3596    2013      1    4    2210.0      115.0    2311.0      101.0      AA   \n",
+       "3598    2013      1    4    2221.0      203.0     116.0      156.0      UA   \n",
+       "3600    2013      1    4    2249.0       64.0       9.0       58.0      B6   \n",
+       "3615    2013      1    5      37.0      127.0     341.0      130.0      B6   \n",
+       "3714    2013      1    5     748.0      108.0     932.0       93.0      DL   \n",
+       "3740    2013      1    5     808.0      128.0     927.0      112.0      MQ   \n",
+       "3827    2013      1    5     945.0       95.0    1135.0       69.0      DL   \n",
+       "3841    2013      1    5    1013.0       88.0    1500.0       70.0      AA   \n",
+       "3923    2013      1    5    1232.0      257.0    1405.0      248.0      9E   \n",
+       "3938    2013      1    5    1301.0       94.0    1605.0       98.0      UA   \n",
+       "3945    2013      1    5    1308.0       68.0    1621.0       71.0      AA   \n",
+       "3969    2013      1    5    1344.0      327.0    1635.0      308.0      DL   \n",
+       "3977    2013      1    5    1351.0      111.0    1707.0       94.0      UA   \n",
+       "3981    2013      1    5    1356.0       76.0    1707.0       72.0      AA   \n",
+       "4102    2013      1    5    1616.0       77.0    1920.0       68.0      UA   \n",
+       "4134    2013      1    5    1656.0       83.0    2010.0       73.0      B6   \n",
+       "4147    2013      1    5    1709.0       69.0    2010.0       73.0      B6   \n",
+       "4195    2013      1    5    1812.0       72.0    2100.0       75.0      UA   \n",
+       "4198    2013      1    5    1817.0       78.0    2151.0       67.0      9E   \n",
+       "4207    2013      1    5    1824.0      105.0    1937.0      102.0      B6   \n",
+       "4250    2013      1    5    1930.0      225.0    2139.0      213.0      UA   \n",
+       "4268    2013      1    5    2002.0       77.0    2322.0       55.0      B6   \n",
+       "4272    2013      1    5    2005.0      101.0    2237.0       55.0      UA   \n",
+       "4277    2013      1    5    2014.0       79.0      50.0       55.0      AA   \n",
+       "4292    2013      1    5    2044.0       69.0    2245.0       61.0      9E   \n",
+       "4301    2013      1    5    2104.0       79.0      56.0       87.0      B6   \n",
+       "4317    2013      1    5    2157.0      117.0    2333.0      107.0      9E   \n",
+       "4327    2013      1    5    2319.0       84.0     202.0       81.0      B6   \n",
+       "4328    2013      1    5    2348.0       63.0     106.0       61.0      B6   \n",
+       "4415    2013      1    6     746.0       76.0    1141.0       83.0      US   \n",
+       "4514    2013      1    6     926.0       76.0    1105.0       77.0      B6   \n",
+       "4517    2013      1    6     931.0       82.0    1118.0       65.0      EV   \n",
+       "4523    2013      1    6     943.0      163.0    1227.0      175.0      EV   \n",
+       "4551    2013      1    6    1019.0       79.0    1558.0       28.0      HA   \n",
+       "4559    2013      1    6    1031.0      131.0    1154.0      116.0      9E   \n",
+       "4562    2013      1    6    1038.0       78.0    1221.0       73.0      B6   \n",
+       "4575    2013      1    6    1059.0       90.0    1543.0       82.0      B6   \n",
+       "4581    2013      1    6    1107.0       68.0    1234.0       65.0      MQ   \n",
+       "4584    2013      1    6    1113.0      163.0    1253.0      160.0      EV   \n",
+       "4648    2013      1    6    1242.0      202.0    1527.0      174.0      UA   \n",
+       "4688    2013      1    6    1332.0       67.0    1453.0       65.0      B6   \n",
+       "4709    2013      1    6    1356.0      111.0    1536.0      111.0      MQ   \n",
+       "4761    2013      1    6    1457.0       62.0    1829.0       80.0      B6   \n",
+       "4874    2013      1    6    1646.0       70.0    1859.0       75.0      EV   \n",
+       "4911    2013      1    6    1719.0       64.0    2041.0       88.0      B6   \n",
+       "4920    2013      1    6    1726.0       81.0    1847.0       53.0      9E   \n",
+       "4922    2013      1    6    1728.0       63.0    2005.0       70.0      MQ   \n",
+       "4938    2013      1    6    1746.0       66.0    2116.0       75.0      B6   \n",
+       "4944    2013      1    6    1750.0       75.0    2031.0       95.0      EV   \n",
+       "4950    2013      1    6    1755.0       96.0    1858.0       95.0      EV   \n",
+       "4959    2013      1    6    1801.0      157.0    1923.0      155.0      EV   \n",
+       "4964    2013      1    6    1803.0       88.0    2019.0       94.0      B6   \n",
+       "4976    2013      1    6    1817.0       75.0    2121.0       61.0      UA   \n",
+       "5050    2013      1    6    1929.0       79.0    2206.0       89.0      9E   \n",
+       "5097    2013      1    6    2020.0       68.0    2323.0       46.0      B6   \n",
+       "5116    2013      1    6    2051.0      151.0    2206.0      121.0      AA   \n",
+       "5125    2013      1    6    2107.0       68.0    2254.0       70.0      MQ   \n",
+       "5135    2013      1    6    2129.0      114.0    2311.0       86.0      9E   \n",
+       "5136    2013      1    6    2130.0       61.0    2325.0       52.0      EV   \n",
+       "5137    2013      1    6    2132.0      123.0    2237.0      108.0      EV   \n",
+       "5146    2013      1    6    2149.0       84.0     104.0       82.0      UA   \n",
+       "5155    2013      1    6    2229.0      109.0     107.0      115.0      EV   \n",
+       "5159    2013      1    6    2257.0       97.0     125.0       94.0      B6   \n",
+       "5309    2013      1    7     756.0      106.0    1047.0      105.0      B6   \n",
+       "5345    2013      1    7     824.0      114.0    1007.0       82.0      EV   \n",
+       "5369    2013      1    7     842.0       82.0    1035.0       75.0      EV   \n",
+       "5389    2013      1    7     901.0       91.0    1118.0       74.0      DL   \n",
+       "5407    2013      1    7     918.0       83.0    1121.0       69.0      9E   \n",
+       "5442    2013      1    7    1000.0      101.0    1444.0       97.0      B6   \n",
+       "5445    2013      1    7    1002.0       65.0    1251.0       42.0      UA   \n",
+       "5459    2013      1    7    1021.0       66.0    1146.0       45.0      B6   \n",
+       "5473    2013      1    7    1042.0      102.0    1620.0       50.0      HA   \n",
+       "5483    2013      1    7    1101.0      152.0    1225.0      133.0      EV   \n",
+       "5491    2013      1    7    1105.0       66.0    1237.0       68.0      MQ   \n",
+       "5501    2013      1    7    1121.0       83.0    1237.0       60.0      UA   \n",
+       "5535    2013      1    7    1157.0       87.0    1458.0       78.0      AA   \n",
+       "5565    2013      1    7    1244.0      104.0    1536.0       64.0      UA   \n",
+       "5578    2013      1    7    1255.0      116.0    1400.0       98.0      EV   \n",
+       "5580    2013      1    7    1256.0       86.0    1540.0       70.0      DL   \n",
+       "5601    2013      1    7    1323.0      293.0    1604.0      250.0      UA   \n",
+       "5629    2013      1    7    1358.0      119.0    1628.0      117.0      EV   \n",
+       "5645    2013      1    7    1432.0      112.0    1700.0       80.0      AA   \n",
+       "5650    2013      1    7    1438.0      140.0    1645.0      150.0      EV   \n",
+       "5696    2013      1    7    1504.0       74.0    1807.0       59.0      UA   \n",
+       "5729    2013      1    7    1543.0       73.0    1758.0       23.0      AA   \n",
+       "5764    2013      1    7    1607.0       77.0    1752.0       67.0      EV   \n",
+       "5903    2013      1    7    1809.0      101.0    1911.0       96.0      EV   \n",
+       "5908    2013      1    7    1811.0       91.0    2032.0      102.0      MQ   \n",
+       "5924    2013      1    7    1827.0       62.0    2117.0       36.0      UA   \n",
+       "5953    2013      1    7    1900.0       61.0    2107.0       53.0      EV   \n",
+       "5984    2013      1    7    1927.0      178.0    2219.0      168.0      B6   \n",
+       "5993    2013      1    7    1937.0       78.0    2041.0       69.0      EV   \n",
+       "6020    2013      1    7    2007.0       71.0    2304.0       60.0      UA   \n",
+       "6024    2013      1    7    2018.0       74.0    2153.0       44.0      EV   \n",
+       "6025    2013      1    7    2021.0      366.0    2332.0      368.0      B6   \n",
+       "6039    2013      1    7    2038.0       93.0    2352.0       77.0      UA   \n",
+       "6047    2013      1    7    2047.0      157.0    2341.0      111.0      UA   \n",
+       "6049    2013      1    7    2052.0       82.0    2233.0       78.0      EV   \n",
+       "6054    2013      1    7    2053.0       66.0    2226.0       74.0      EV   \n",
+       "6062    2013      1    7    2107.0       67.0    2301.0       53.0      EV   \n",
+       "6068    2013      1    7    2124.0      104.0      19.0       90.0      B6   \n",
+       "6086    2013      1    7    2234.0       69.0    2333.0       59.0      UA   \n",
+       "6091    2013      1    7    2257.0      152.0     155.0      144.0      UA   \n",
+       "6093    2013      1    7    2301.0       62.0      13.0       58.0      EV   \n",
+       "6222    2013      1    8     740.0       66.0     920.0       58.0      EV   \n",
+       "6357    2013      1    8     942.0       77.0    1213.0       36.0      B6   \n",
+       "6383    2013      1    8    1015.0       75.0    1302.0       58.0      DL   \n",
+       "6398    2013      1    8    1039.0       99.0    1347.0       87.0      AA   \n",
+       "6447    2013      1    8    1138.0       68.0    1428.0       48.0      AA   \n",
+       "6449    2013      1    8    1144.0      109.0    1312.0      132.0      9E   \n",
+       "6506    2013      1    8    1307.0      188.0    1426.0      184.0      EV   \n",
+       "6520    2013      1    8    1328.0       68.0    1617.0       44.0      B6   \n",
+       "6535    2013      1    8    1348.0       68.0    1639.0       44.0      AA   \n",
+       "6545    2013      1    8    1359.0       98.0    1754.0      119.0      UA   \n",
+       "6588    2013      1    8    1451.0       86.0    1931.0       81.0      B6   \n",
+       "6651    2013      1    8    1550.0       90.0    1759.0       99.0      MQ   \n",
+       "6672    2013      1    8    1600.0       76.0    1934.0       92.0      UA   \n",
+       "6686    2013      1    8    1612.0      162.0    1844.0      147.0      B6   \n",
+       "6696    2013      1    8    1627.0      148.0    1729.0      132.0      EV   \n",
+       "6752    2013      1    8    1715.0       75.0    2024.0       69.0      AA   \n",
+       "6753    2013      1    8    1715.0      118.0    2005.0      109.0      B6   \n",
+       "6769    2013      1    8    1728.0      143.0    1843.0      126.0      9E   \n",
+       "6840    2013      1    8    1839.0       65.0    1950.0       56.0      B6   \n",
+       "6890    2013      1    8    1932.0      107.0    2241.0      106.0      AA   \n",
+       "6931    2013      1    8    2011.0       61.0    2323.0       68.0      AA   \n",
+       "6989    2013      1    8    2314.0      104.0     157.0       92.0      B6   \n",
+       "7072    2013      1    9     641.0     1301.0    1242.0     1272.0      HA   \n",
+       "7207    2013      1    9     853.0       93.0    1126.0      118.0      DL   \n",
+       "7301    2013      1    9    1041.0      156.0    1135.0      140.0      EV   \n",
+       "7453    2013      1    9    1407.0      107.0    1737.0      124.0      B6   \n",
+       "7603    2013      1    9    1623.0       93.0    1936.0       88.0      UA   \n",
+       "7673    2013      1    9    1727.0       86.0    1947.0       60.0      UA   \n",
+       "7708    2013      1    9    1802.0       77.0    2005.0       72.0      EV   \n",
+       "7775    2013      1    9    1906.0       99.0    2246.0      126.0      UA   \n",
+       "7828    2013      1    9    2006.0       61.0    2231.0       78.0      EV   \n",
+       "7834    2013      1    9    2015.0       80.0      53.0       58.0      AA   \n",
+       "7883    2013      1    9    2158.0      148.0      18.0      125.0      DL   \n",
+       "7884    2013      1    9    2201.0       61.0    2322.0       62.0      MQ   \n",
+       "7887    2013      1    9    2223.0      253.0     111.0      247.0      UA   \n",
+       "8030    2013      1   10     743.0       73.0     915.0       65.0      B6   \n",
+       "8061    2013      1   10     805.0       65.0    1044.0       47.0      B6   \n",
+       "8150    2013      1   10     917.0      142.0    1144.0      137.0      B6   \n",
+       "8158    2013      1   10     929.0      118.0    1240.0      115.0      B6   \n",
+       "8226    2013      1   10    1104.0       89.0    1357.0       79.0      B6   \n",
+       "8236    2013      1   10    1114.0       74.0    1240.0       77.0      EV   \n",
+       "8239    2013      1   10    1121.0     1126.0    1239.0     1109.0      MQ   \n",
+       "8320    2013      1   10    1305.0       65.0    1408.0       38.0      MQ   \n",
+       "8370    2013      1   10    1406.0      196.0    1703.0      178.0      B6   \n",
+       "8411    2013      1   10    1454.0       84.0    1726.0       69.0      B6   \n",
+       "8457    2013      1   10    1525.0      385.0    1713.0      394.0      UA   \n",
+       "8484    2013      1   10    1555.0       70.0    1844.0       59.0      B6   \n",
+       "8504    2013      1   10    1604.0       79.0    1813.0       68.0      UA   \n",
+       "8568    2013      1   10    1708.0       78.0    1913.0       47.0      9E   \n",
+       "8570    2013      1   10    1710.0       75.0    1926.0       76.0      EV   \n",
+       "8625    2013      1   10    1801.0      102.0    1923.0      120.0      EV   \n",
+       "8655    2013      1   10    1827.0       97.0    1940.0       80.0      AA   \n",
+       "8761    2013      1   10    2006.0       96.0    2300.0       55.0      AA   \n",
+       "8810    2013      1   10    2137.0      307.0      17.0      292.0      UA   \n",
+       "8815    2013      1   10    2150.0       95.0    2256.0       86.0      AA   \n",
+       "8826    2013      1   10    2249.0      104.0    2355.0       98.0      EV   \n",
+       "9089    2013      1   11     926.0       64.0    1125.0       66.0      EV   \n",
+       "9154    2013      1   11    1047.0      167.0    1356.0      151.0      UA   \n",
+       "9261    2013      1   11    1310.0      360.0    1438.0      348.0      MQ   \n",
+       "9270    2013      1   11    1322.0      142.0    1445.0      150.0      MQ   \n",
+       "9306    2013      1   11    1411.0       68.0    1529.0       65.0      B6   \n",
+       "9380    2013      1   11    1523.0       73.0    1711.0       76.0      MQ   \n",
+       "9433    2013      1   11    1610.0      100.0    1859.0       84.0      AA   \n",
+       "9438    2013      1   11    1614.0       84.0    1753.0       68.0      MQ   \n",
+       "9497    2013      1   11    1658.0       93.0    1817.0       82.0      MQ   \n",
+       "9579    2013      1   11    1826.0      196.0    2102.0      181.0      UA   \n",
+       "9591    2013      1   11    1842.0      107.0    2152.0      102.0      B6   \n",
+       "9618    2013      1   11    1900.0       85.0    2033.0       71.0      B6   \n",
+       "9621    2013      1   11    1902.0      177.0    2231.0      167.0      DL   \n",
+       "9676    2013      1   11    2011.0      116.0    2141.0      109.0      9E   \n",
+       "9683    2013      1   11    2030.0       86.0    2145.0       79.0      EV   \n",
+       "9687    2013      1   11    2034.0       89.0    2216.0       96.0      WN   \n",
+       "9696    2013      1   11    2041.0       61.0    2211.0       46.0      MQ   \n",
+       "9715    2013      1   11    2108.0       63.0    2309.0       65.0      EV   \n",
+       "9716    2013      1   11    2114.0      139.0     150.0      115.0      AA   \n",
+       "9724    2013      1   11    2125.0      110.0      12.0       92.0      AA   \n",
+       "9731    2013      1   11    2136.0      241.0    2245.0      200.0      WN   \n",
+       "9732    2013      1   11    2141.0      221.0      20.0      245.0      EV   \n",
+       "9733    2013      1   11    2143.0       61.0    2319.0       48.0      EV   \n",
+       "9739    2013      1   11    2157.0      117.0       1.0      113.0      EV   \n",
+       "9750    2013      1   11    2304.0       99.0       9.0       95.0      UA   \n",
+       "9956    2013      1   12     917.0       65.0    1052.0       62.0      B6   \n",
+       "10068   2013      1   12    1242.0       62.0    1518.0       33.0      AA   \n",
+       "10090   2013      1   12    1304.0       64.0    1415.0       60.0      MQ   \n",
+       "10122   2013      1   12    1353.0       63.0    1449.0       54.0      B6   \n",
+       "10131   2013      1   12    1418.0      108.0    1621.0       84.0      EV   \n",
+       "10213   2013      1   12    1555.0       65.0    1802.0       77.0      MQ   \n",
+       "10258   2013      1   12    1634.0       84.0    1845.0       60.0      MQ   \n",
+       "10273   2013      1   12    1656.0       76.0    1829.0       47.0      9E   \n",
+       "10285   2013      1   12    1706.0       66.0    1949.0       22.0      DL   \n",
+       "10324   2013      1   12    1755.0      158.0    2046.0      150.0      B6   \n",
+       "10334   2013      1   12    1812.0      282.0    2047.0      270.0      B6   \n",
+       "10365   2013      1   12    1854.0      114.0    2138.0      108.0      AA   \n",
+       "10396   2013      1   12    1953.0       68.0    2154.0       17.0      9E   \n",
+       "10408   2013      1   12    2019.0       79.0    2348.0      102.0      UA   \n",
+       "10452   2013      1   13       1.0       72.0     108.0       71.0      B6   \n",
+       "10454   2013      1   13       3.0      213.0     340.0      230.0      B6   \n",
+       "10455   2013      1   13      10.0      155.0     305.0      149.0      B6   \n",
+       "10457   2013      1   13      48.0      188.0     203.0      177.0      B6   \n",
+       "10458   2013      1   13      52.0      119.0     223.0      128.0      B6   \n",
+       "10459   2013      1   13     108.0      143.0     222.0      145.0      B6   \n",
+       "10460   2013      1   13     115.0      315.0     409.0      297.0      B6   \n",
+       "10517   2013      1   13     719.0       69.0    1150.0       59.0      B6   \n",
+       "10522   2013      1   13     724.0      104.0    1025.0       95.0      AA   \n",
+       "10529   2013      1   13     732.0       93.0    1058.0       88.0      UA   \n",
+       "10551   2013      1   13     759.0       74.0     944.0       96.0      B6   \n",
+       "10708   2013      1   13    1121.0      171.0    1644.0      189.0      DL   \n",
+       "10759   2013      1   13    1235.0      216.0    1502.0      200.0      UA   \n",
+       "10827   2013      1   13    1402.0      153.0    1649.0      131.0      B6   \n",
+       "10830   2013      1   13    1405.0      155.0    1649.0      147.0      UA   \n",
+       "10835   2013      1   13    1416.0       68.0    1648.0       66.0      FL   \n",
+       "10889   2013      1   13    1516.0       76.0    1625.0       82.0      US   \n",
+       "10890   2013      1   13    1517.0      137.0    1741.0      215.0      9E   \n",
+       "10919   2013      1   13    1546.0       70.0    1704.0       81.0      EV   \n",
+       "10927   2013      1   13    1551.0       67.0    1919.0       84.0      UA   \n",
+       "10931   2013      1   13    1555.0       75.0    1820.0       84.0      EV   \n",
+       "10956   2013      1   13    1623.0       83.0    1742.0       89.0      EV   \n",
+       "10992   2013      1   13    1658.0       94.0    1819.0       91.0      EV   \n",
+       "10994   2013      1   13    1700.0      135.0    1902.0      142.0      EV   \n",
+       "11004   2013      1   13    1710.0       70.0    1826.0       54.0      9E   \n",
+       "11012   2013      1   13    1719.0       89.0    2027.0       62.0      DL   \n",
+       "11014   2013      1   13    1721.0       62.0    1821.0       58.0      EV   \n",
+       "11015   2013      1   13    1721.0       81.0    2035.0       83.0      UA   \n",
+       "11018   2013      1   13    1726.0      138.0    1920.0      135.0      EV   \n",
+       "11027   2013      1   13    1734.0       94.0    2025.0       82.0      B6   \n",
+       "11028   2013      1   13    1737.0      107.0    1901.0      111.0      WN   \n",
+       "11041   2013      1   13    1745.0       70.0    1940.0       59.0      B6   \n",
+       "11047   2013      1   13    1749.0       74.0    1848.0       58.0      B6   \n",
+       "11049   2013      1   13    1751.0       96.0    1941.0       86.0      9E   \n",
+       "11053   2013      1   13    1757.0       82.0    1923.0       73.0      MQ   \n",
+       "11058   2013      1   13    1804.0       99.0    1942.0      100.0      EV   \n",
+       "11062   2013      1   13    1807.0       74.0    2035.0       70.0      EV   \n",
+       "11063   2013      1   13    1809.0      599.0    2054.0      612.0      DL   \n",
+       "11071   2013      1   13    1815.0       65.0    2230.0      135.0      AA   \n",
+       "11078   2013      1   13    1824.0       78.0    2015.0       80.0      EV   \n",
+       "11080   2013      1   13    1826.0      123.0    1956.0      146.0      EV   \n",
+       "11082   2013      1   13    1827.0       79.0    2202.0       99.0      B6   \n",
+       "11084   2013      1   13    1828.0       83.0    2037.0       92.0      WN   \n",
+       "11093   2013      1   13    1840.0       66.0    2027.0       93.0      B6   \n",
+       "11094   2013      1   13    1840.0      100.0    2123.0      108.0      DL   \n",
+       "11095   2013      1   13    1844.0       84.0    2131.0       51.0      AA   \n",
+       "11097   2013      1   13    1846.0      156.0    2034.0      147.0      EV   \n",
+       "11113   2013      1   13    1857.0      111.0    2003.0      115.0      EV   \n",
+       "11120   2013      1   13    1902.0       77.0    2150.0       68.0      B6   \n",
+       "11123   2013      1   13    1905.0       90.0    2126.0      124.0      B6   \n",
+       "11128   2013      1   13    1907.0      153.0       NaN        NaN      EV   \n",
+       "11136   2013      1   13    1919.0      118.0    2126.0      117.0      EV   \n",
+       "11144   2013      1   13    1929.0      149.0    2232.0      146.0      B6   \n",
+       "11146   2013      1   13    1932.0       73.0    2252.0       74.0      UA   \n",
+       "11148   2013      1   13    1936.0      134.0    2105.0      141.0      EV   \n",
+       "11150   2013      1   13    1939.0       69.0    2159.0       75.0      9E   \n",
+       "11151   2013      1   13    1940.0      131.0    2150.0      135.0      EV   \n",
+       "11152   2013      1   13    1940.0      176.0    2131.0      191.0      EV   \n",
+       "11153   2013      1   13    1947.0       92.0    2218.0      106.0      EV   \n",
+       "11163   2013      1   13    1958.0       82.0    2231.0      120.0      EV   \n",
+       "11166   2013      1   13    2001.0       99.0    2133.0      118.0      EV   \n",
+       "11171   2013      1   13    2016.0       66.0    2309.0       65.0      UA   \n",
+       "11173   2013      1   13    2020.0      125.0    2203.0      131.0      9E   \n",
+       "11174   2013      1   13    2021.0      171.0    2328.0      185.0      UA   \n",
+       "11176   2013      1   13    2022.0       77.0    2202.0       99.0      EV   \n",
+       "11177   2013      1   13    2022.0       66.0    2202.0       84.0      EV   \n",
+       "11179   2013      1   13    2026.0       80.0    2246.0       91.0      EV   \n",
+       "11180   2013      1   13    2026.0      101.0    2330.0      113.0      9E   \n",
+       "11184   2013      1   13    2033.0       78.0    2227.0       76.0      9E   \n",
+       "11187   2013      1   13    2038.0       88.0       5.0      110.0      AA   \n",
+       "11189   2013      1   13    2042.0       68.0      58.0        NaN      EV   \n",
+       "11192   2013      1   13    2045.0       90.0    2334.0      117.0      EV   \n",
+       "11193   2013      1   13    2047.0      122.0    2304.0      134.0      EV   \n",
+       "11194   2013      1   13    2048.0       98.0    2254.0      131.0      EV   \n",
+       "11195   2013      1   13    2048.0       88.0    2235.0       74.0      9E   \n",
+       "11196   2013      1   13    2049.0       79.0      14.0       62.0      B6   \n",
+       "11197   2013      1   13    2050.0       63.0    2235.0       83.0      EV   \n",
+       "11198   2013      1   13    2052.0       72.0    2237.0       97.0      EV   \n",
+       "11202   2013      1   13    2102.0       97.0       7.0       80.0      DL   \n",
+       "11206   2013      1   13    2111.0       91.0    2257.0      117.0      WN   \n",
+       "11207   2013      1   13    2112.0       72.0    2243.0       56.0      9E   \n",
+       "11208   2013      1   13    2115.0      195.0    2241.0      211.0      WN   \n",
+       "11209   2013      1   13    2118.0      108.0    2320.0       89.0      9E   \n",
+       "11211   2013      1   13    2124.0       84.0    2336.0       72.0      9E   \n",
+       "11219   2013      1   13    2134.0      154.0     115.0      157.0      DL   \n",
+       "11223   2013      1   13    2145.0      100.0       4.0      120.0      EV   \n",
+       "11224   2013      1   13    2145.0      105.0      42.0       97.0      B6   \n",
+       "11225   2013      1   13    2146.0      114.0    2316.0      134.0      EV   \n",
+       "11229   2013      1   13    2153.0      113.0     116.0      107.0      VX   \n",
+       "11231   2013      1   13    2157.0      117.0     100.0      101.0      UA   \n",
+       "11232   2013      1   13    2158.0       89.0      12.0      114.0      EV   \n",
+       "11233   2013      1   13    2158.0      183.0     230.0      155.0      AA   \n",
+       "11235   2013      1   13    2201.0       96.0     101.0       92.0      UA   \n",
+       "11238   2013      1   13    2214.0       74.0     127.0       56.0      DL   \n",
+       "11239   2013      1   13    2215.0      220.0     116.0      228.0      B6   \n",
+       "11240   2013      1   13    2221.0      102.0    2346.0      123.0      EV   \n",
+       "11241   2013      1   13    2222.0       82.0       5.0      105.0      MQ   \n",
+       "11242   2013      1   13    2224.0       82.0     115.0      118.0      EV   \n",
+       "11244   2013      1   13    2228.0      108.0     143.0      106.0      B6   \n",
+       "11247   2013      1   13    2241.0      156.0      43.0      190.0      EV   \n",
+       "11249   2013      1   13    2243.0       74.0    2400.0       96.0      EV   \n",
+       "11250   2013      1   13    2243.0       74.0      25.0      104.0      EV   \n",
+       "11251   2013      1   13    2248.0      188.0     142.0      182.0      AA   \n",
+       "11253   2013      1   13    2252.0      172.0     119.0      191.0      EV   \n",
+       "11254   2013      1   13    2259.0      229.0     121.0      243.0      EV   \n",
+       "11255   2013      1   13    2300.0      141.0     357.0      147.0      UA   \n",
+       "11256   2013      1   13    2311.0      186.0     125.0      175.0      9E   \n",
+       "11257   2013      1   13    2316.0      140.0     121.0      141.0      EV   \n",
+       "11258   2013      1   13    2327.0       88.0      40.0       85.0      EV   \n",
+       "11259   2013      1   13    2329.0       90.0      35.0       89.0      EV   \n",
+       "11261   2013      1   13    2354.0       64.0     100.0       61.0      B6   \n",
+       "11262   2013      1   13    2358.0      193.0     233.0      203.0      B6   \n",
+       "11263   2013      1   13    2359.0      149.0     435.0      137.0      B6   \n",
+       "11474   2013      1   14     835.0       95.0    1210.0       96.0      DL   \n",
+       "11542   2013      1   14     946.0      101.0    1153.0       84.0      9E   \n",
+       "11568   2013      1   14    1011.0       71.0    1312.0       52.0      AA   \n",
+       "11571   2013      1   14    1014.0       75.0    1302.0       77.0      DL   \n",
+       "11579   2013      1   14    1026.0      266.0    1147.0      272.0      EV   \n",
+       "11583   2013      1   14    1032.0      112.0    1339.0      116.0      UA   \n",
+       "11622   2013      1   14    1123.0      178.0    1240.0      175.0      MQ   \n",
+       "11664   2013      1   14    1221.0      135.0    1444.0      145.0      EV   \n",
+       "11724   2013      1   14    1339.0       94.0    1514.0       89.0      MQ   \n",
+       "11768   2013      1   14    1437.0      122.0    1621.0      126.0      MQ   \n",
+       "11838   2013      1   14    1535.0       70.0    1740.0       70.0      EV   \n",
+       "11854   2013      1   14    1551.0       81.0    1908.0       53.0      DL   \n",
+       "11887   2013      1   14    1616.0       91.0    1850.0      105.0      UA   \n",
+       "11928   2013      1   14    1652.0      127.0    1806.0      120.0      9E   \n",
+       "11987   2013      1   14    1741.0       61.0    1941.0       51.0      MQ   \n",
+       "12011   2013      1   14    1803.0      103.0    2201.0      118.0      US   \n",
+       "12091   2013      1   14    1920.0       65.0    2139.0       62.0      9E   \n",
+       "12157   2013      1   14    2046.0      101.0    2342.0      149.0      EV   \n",
+       "12171   2013      1   14    2100.0      100.0    2238.0       77.0      9E   \n",
+       "12174   2013      1   14    2116.0       96.0      15.0       95.0      AA   \n",
+       "12195   2013      1   14    2229.0      334.0     157.0      328.0      DL   \n",
+       "12202   2013      1   14    2251.0      196.0      47.0      182.0      9E   \n",
+       "12203   2013      1   14    2301.0      246.0     212.0      207.0      VX   \n",
+       "12454   2013      1   15     925.0      170.0    1244.0      162.0      UA   \n",
+       "12459   2013      1   15     935.0       96.0    1234.0      133.0      EV   \n",
+       "12461   2013      1   15     937.0       97.0    1236.0       72.0      DL   \n",
+       "12555   2013      1   15    1144.0       83.0    1448.0       66.0      DL   \n",
+       "12587   2013      1   15    1240.0      110.0    1505.0       90.0      UA   \n",
+       "12613   2013      1   15    1304.0       64.0    1606.0       67.0      UA   \n",
+       "12623   2013      1   15    1317.0       72.0    1710.0      110.0      AA   \n",
+       "12688   2013      1   15    1450.0       86.0    1743.0       79.0      B6   \n",
+       "12751   2013      1   15    1548.0       83.0    1754.0       84.0      EV   \n",
+       "12777   2013      1   15    1603.0       77.0    1957.0      120.0      UA   \n",
+       "12789   2013      1   15    1614.0       64.0    1815.0       80.0      MQ   \n",
+       "12837   2013      1   15    1659.0      102.0    2008.0      112.0      B6   \n",
+       "12937   2013      1   15    1838.0      158.0    2043.0      187.0      UA   \n",
+       "12953   2013      1   15    1852.0      127.0    2103.0      130.0      EV   \n",
+       "12965   2013      1   15    1900.0      110.0    2227.0      132.0      AA   \n",
+       "13004   2013      1   15    1947.0      167.0    2241.0      171.0      AA   \n",
+       "13065   2013      1   15    2111.0       66.0    2359.0       48.0      UA   \n",
+       "13077   2013      1   15    2202.0       82.0     112.0       75.0      B6   \n",
+       "13083   2013      1   15    2250.0       80.0     146.0       81.0      B6   \n",
+       "13102   2013      1   16       2.0      157.0     119.0      149.0      MQ   \n",
+       "13103   2013      1   16       3.0      257.0     212.0      258.0      EV   \n",
+       "13146   2013      1   16     636.0       71.0    1000.0      102.0      UA   \n",
+       "13157   2013      1   16     649.0       79.0    1004.0       94.0      UA   \n",
+       "13271   2013      1   16     840.0       70.0    1145.0       60.0      UA   \n",
+       "13295   2013      1   16     903.0       83.0    1117.0      110.0      EV   \n",
+       "13301   2013      1   16     908.0       69.0    1146.0       81.0      UA   \n",
+       "13330   2013      1   16     932.0       93.0    1300.0      159.0      EV   \n",
+       "13331   2013      1   16     934.0       89.0    1058.0      103.0      EV   \n",
+       "13335   2013      1   16     937.0       98.0    1116.0      122.0      EV   \n",
+       "13339   2013      1   16     943.0      163.0    1141.0      206.0      UA   \n",
+       "13342   2013      1   16     950.0       91.0    1445.0       98.0      B6   \n",
+       "13352   2013      1   16     959.0      109.0    1247.0      160.0      EV   \n",
+       "13357   2013      1   16    1002.0       62.0    1222.0       94.0      UA   \n",
+       "13358   2013      1   16    1004.0       69.0    1235.0       94.0      EV   \n",
+       "13369   2013      1   16    1018.0      128.0    1252.0      130.0      DL   \n",
+       "13374   2013      1   16    1025.0       61.0    1315.0      117.0      EV   \n",
+       "13392   2013      1   16    1058.0       68.0    1204.0       60.0      B6   \n",
+       "13400   2013      1   16    1115.0       75.0    1445.0       95.0      UA   \n",
+       "13404   2013      1   16    1119.0       73.0    1405.0      106.0      EV   \n",
+       "13406   2013      1   16    1121.0      121.0    1501.0      136.0      AA   \n",
+       "13431   2013      1   16    1151.0      111.0    1515.0      112.0      UA   \n",
+       "13436   2013      1   16    1159.0      124.0    1306.0      126.0      9E   \n",
+       "13449   2013      1   16    1214.0      134.0    1346.0      143.0      EV   \n",
+       "13456   2013      1   16    1223.0       87.0    1324.0       76.0      UA   \n",
+       "13464   2013      1   16    1239.0      116.0    1558.0      138.0      UA   \n",
+       "13468   2013      1   16    1245.0       80.0    1553.0       74.0      B6   \n",
+       "13469   2013      1   16    1245.0       76.0    1613.0       95.0      B6   \n",
+       "13477   2013      1   16    1256.0      151.0    1502.0      151.0      EV   \n",
+       "13518   2013      1   16    1348.0       78.0    1626.0       87.0      EV   \n",
+       "13527   2013      1   16    1358.0       83.0    1708.0       93.0      UA   \n",
+       "13541   2013      1   16    1419.0      121.0    1623.0      128.0      EV   \n",
+       "13550   2013      1   16    1429.0       64.0    1734.0       65.0      UA   \n",
+       "13559   2013      1   16    1444.0       84.0    1648.0      100.0      EV   \n",
+       "13571   2013      1   16    1454.0      129.0    1602.0      132.0      AA   \n",
+       "13587   2013      1   16    1511.0       81.0    1703.0      105.0      EV   \n",
+       "13589   2013      1   16    1513.0       78.0    1644.0       74.0      WN   \n",
+       "13608   2013      1   16    1538.0       83.0    1907.0      103.0      B6   \n",
+       "13613   2013      1   16    1547.0       65.0    1815.0       77.0      EV   \n",
+       "13639   2013      1   16    1608.0       68.0    1958.0       81.0      DL   \n",
+       "13644   2013      1   16    1612.0       62.0    1837.0       52.0      MQ   \n",
+       "13654   2013      1   16    1622.0      502.0    1911.0      497.0      B6   \n",
+       "13655   2013      1   16    1622.0       83.0    1745.0       80.0      B6   \n",
+       "13690   2013      1   16    1701.0       76.0    1845.0       61.0      UA   \n",
+       "13702   2013      1   16    1715.0       75.0    2024.0       69.0      AA   \n",
+       "13710   2013      1   16    1719.0       64.0    2000.0       75.0      WN   \n",
+       "13713   2013      1   16    1722.0       63.0    1855.0       89.0      EV   \n",
+       "13727   2013      1   16    1733.0       64.0    2034.0       63.0      B6   \n",
+       "13731   2013      1   16    1741.0      131.0    1933.0      142.0      9E   \n",
+       "13737   2013      1   16    1749.0       79.0    1938.0       91.0      EV   \n",
+       "13743   2013      1   16    1757.0       72.0    1953.0       60.0      EV   \n",
+       "13759   2013      1   16    1815.0       70.0    2036.0       91.0      WN   \n",
+       "13761   2013      1   16    1820.0       97.0    2037.0      111.0      EV   \n",
+       "13764   2013      1   16    1823.0       63.0    2133.0       53.0      AA   \n",
+       "13765   2013      1   16    1823.0      204.0    2129.0      212.0      B6   \n",
+       "13771   2013      1   16    1828.0      212.0    1943.0      199.0      9E   \n",
+       "13772   2013      1   16    1828.0      113.0    2029.0      139.0      MQ   \n",
+       "13781   2013      1   16    1840.0       90.0    2116.0      137.0      EV   \n",
+       "13786   2013      1   16    1845.0      105.0    2114.0       99.0      DL   \n",
+       "13790   2013      1   16    1849.0       99.0    2003.0      103.0      EV   \n",
+       "13799   2013      1   16    1857.0      114.0    2019.0      129.0      EV   \n",
+       "13800   2013      1   16    1857.0       92.0    2151.0       71.0      AA   \n",
+       "13805   2013      1   16    1904.0       64.0    2203.0       59.0      UA   \n",
+       "13814   2013      1   16    1914.0      214.0    2029.0      193.0      9E   \n",
+       "13817   2013      1   16    1917.0      207.0    2146.0      200.0      9E   \n",
+       "13821   2013      1   16    1919.0      180.0    2020.0      177.0      EV   \n",
+       "13824   2013      1   16    1922.0      120.0    2049.0      125.0      EV   \n",
+       "13828   2013      1   16    1929.0       84.0    2120.0       85.0      MQ   \n",
+       "13830   2013      1   16    1931.0       61.0    2103.0       48.0      MQ   \n",
+       "13831   2013      1   16    1932.0       73.0    2041.0       69.0      EV   \n",
+       "13837   2013      1   16    1938.0       68.0    2330.0       85.0      AA   \n",
+       "13840   2013      1   16    1938.0      100.0    2110.0       94.0      UA   \n",
+       "13842   2013      1   16    1941.0      231.0    2215.0      235.0      9E   \n",
+       "13843   2013      1   16    1941.0      116.0    2216.0      116.0      MQ   \n",
+       "13852   2013      1   16    1958.0       88.0    2147.0       63.0      EV   \n",
+       "13859   2013      1   16    2003.0       78.0    2153.0       83.0      MQ   \n",
+       "13861   2013      1   16    2006.0      187.0      54.0        NaN      9E   \n",
+       "13862   2013      1   16    2007.0      157.0    2225.0      169.0      EV   \n",
+       "13865   2013      1   16    2010.0      115.0    2234.0      104.0      DL   \n",
+       "13866   2013      1   16    2010.0      130.0    2132.0      113.0      UA   \n",
+       "13869   2013      1   16    2013.0      308.0    2136.0      299.0      9E   \n",
+       "13873   2013      1   16    2019.0      174.0    2230.0      177.0      EV   \n",
+       "13886   2013      1   16    2042.0       67.0    2245.0       60.0      9E   \n",
+       "13889   2013      1   16    2046.0      281.0    2225.0      271.0      9E   \n",
+       "13890   2013      1   16    2048.0      133.0    2332.0      124.0      B6   \n",
+       "13893   2013      1   16    2057.0      227.0      13.0      238.0      AA   \n",
+       "13895   2013      1   16    2101.0      117.0    2219.0      113.0      EV   \n",
+       "13896   2013      1   16    2101.0      121.0    2252.0      115.0      9E   \n",
+       "13899   2013      1   16    2111.0      146.0    2333.0      116.0      9E   \n",
+       "13900   2013      1   16    2113.0      183.0    2325.0      168.0      9E   \n",
+       "13901   2013      1   16    2114.0      130.0    2314.0      125.0      EV   \n",
+       "13902   2013      1   16    2114.0       99.0      12.0      112.0      EV   \n",
+       "13903   2013      1   16    2115.0       75.0    2257.0       80.0      EV   \n",
+       "13904   2013      1   16    2115.0       90.0    2227.0       82.0      EV   \n",
+       "13905   2013      1   16    2115.0       80.0      15.0       65.0      AA   \n",
+       "13908   2013      1   16    2125.0       98.0    2247.0       95.0      EV   \n",
+       "13909   2013      1   16    2125.0      205.0    2356.0      221.0      EV   \n",
+       "13911   2013      1   16    2126.0      116.0    2257.0      102.0      EV   \n",
+       "13912   2013      1   16    2129.0      129.0    2324.0      123.0      9E   \n",
+       "13913   2013      1   16    2129.0       89.0    2258.0       79.0      UA   \n",
+       "13920   2013      1   16    2141.0      121.0      35.0      106.0      B6   \n",
+       "13922   2013      1   16    2150.0      130.0    2317.0      131.0      9E   \n",
+       "13924   2013      1   16    2151.0      106.0    2355.0      111.0      EV   \n",
+       "13925   2013      1   16    2152.0       97.0    2349.0       99.0      MQ   \n",
+       "13926   2013      1   16    2156.0      140.0    2300.0      124.0      EV   \n",
+       "13927   2013      1   16    2201.0       76.0    2303.0       69.0      B6   \n",
+       "13929   2013      1   16    2214.0       74.0    2343.0       68.0      MQ   \n",
+       "13930   2013      1   16    2220.0      170.0      38.0      167.0      9E   \n",
+       "13931   2013      1   16    2222.0       82.0     110.0       81.0      B6   \n",
+       "13932   2013      1   16    2223.0      108.0    2319.0       97.0      EV   \n",
+       "13933   2013      1   16    2226.0      117.0      47.0      134.0      EV   \n",
+       "13934   2013      1   16    2228.0      133.0    2326.0      116.0      AA   \n",
+       "13935   2013      1   16    2232.0      152.0       5.0      138.0      9E   \n",
+       "13936   2013      1   16    2238.0       69.0    2354.0       83.0      EV   \n",
+       "13937   2013      1   16    2239.0      154.0      15.0      162.0      EV   \n",
+       "13938   2013      1   16    2239.0       99.0      10.0      105.0      WN   \n",
+       "13939   2013      1   16    2241.0      132.0    2342.0      122.0      9E   \n",
+       "13940   2013      1   16    2241.0      156.0      56.0      146.0      9E   \n",
+       "13941   2013      1   16    2242.0      222.0      30.0      237.0      EV   \n",
+       "13942   2013      1   16    2245.0       80.0    2351.0       87.0      EV   \n",
+       "13944   2013      1   16    2248.0      103.0      26.0      129.0      EV   \n",
+       "13945   2013      1   16    2251.0      216.0      24.0      193.0      9E   \n",
+       "13946   2013      1   16    2254.0      132.0     100.0      149.0      EV   \n",
+       "13947   2013      1   16    2256.0      121.0     103.0      133.0      MQ   \n",
+       "13950   2013      1   16    2305.0       66.0      19.0       64.0      EV   \n",
+       "13953   2013      1   16    2318.0       79.0      17.0       71.0      EV   \n",
+       "13954   2013      1   16    2322.0      112.0     217.0      112.0      B6   \n",
+       "14110   2013      1   17     723.0       73.0     934.0       76.0      EV   \n",
+       "14140   2013      1   17     756.0       83.0     949.0       96.0      EV   \n",
+       "14143   2013      1   17     801.0      121.0    1002.0      121.0      EV   \n",
+       "14151   2013      1   17     806.0       81.0     917.0       80.0      EV   \n",
+       "14178   2013      1   17     823.0      143.0    1125.0      135.0      AA   \n",
+       "14276   2013      1   17     954.0       69.0    1120.0       74.0      EV   \n",
+       "14292   2013      1   17    1010.0       95.0    1312.0       82.0      AA   \n",
+       "14293   2013      1   17    1012.0      242.0    1302.0      232.0      AA   \n",
+       "14298   2013      1   17    1019.0      259.0    1149.0      265.0      EV   \n",
+       "14333   2013      1   17    1109.0       63.0    1323.0       64.0      EV   \n",
+       "14341   2013      1   17    1124.0       64.0    1419.0       49.0      AA   \n",
+       "14348   2013      1   17    1130.0      255.0    1436.0      231.0      AA   \n",
+       "14443   2013      1   17    1338.0       77.0    1541.0       83.0      EV   \n",
+       "14448   2013      1   17    1343.0      130.0    1530.0      141.0      EV   \n",
+       "14455   2013      1   17    1350.0       94.0    1632.0      107.0      EV   \n",
+       "14478   2013      1   17    1424.0       64.0    1537.0       61.0      EV   \n",
+       "14487   2013      1   17    1433.0       78.0    1519.0       68.0      EV   \n",
+       "14524   2013      1   17    1502.0       65.0    1554.0       47.0      EV   \n",
+       "14604   2013      1   17    1622.0       72.0    1925.0       84.0      UA   \n",
+       "14612   2013      1   17    1629.0       87.0    1729.0       74.0      EV   \n",
+       "14651   2013      1   17    1703.0       78.0    1810.0       67.0      9E   \n",
+       "14670   2013      1   17    1722.0       63.0    1830.0       67.0      EV   \n",
+       "14686   2013      1   17    1740.0      120.0    1921.0       98.0      9E   \n",
+       "14694   2013      1   17    1748.0       89.0    1904.0       98.0      EV   \n",
+       "14701   2013      1   17    1750.0      120.0    2012.0      112.0      9E   \n",
+       "14702   2013      1   17    1750.0       90.0    1922.0       92.0      MQ   \n",
+       "14704   2013      1   17    1752.0      152.0    1927.0      163.0      EV   \n",
+       "14719   2013      1   17    1808.0      123.0    2123.0       99.0      DL   \n",
+       "14734   2013      1   17    1822.0      126.0    2016.0      123.0      EV   \n",
+       "14735   2013      1   17    1823.0       80.0    2006.0      116.0      EV   \n",
+       "14740   2013      1   17    1826.0       61.0    2041.0       68.0      EV   \n",
+       "14752   2013      1   17    1833.0       64.0    2018.0       76.0      EV   \n",
+       "14754   2013      1   17    1833.0      238.0    1947.0      228.0      YV   \n",
+       "14787   2013      1   17    1910.0      100.0    2113.0       97.0      EV   \n",
+       "14791   2013      1   17    1915.0       76.0    2133.0       79.0      EV   \n",
+       "14797   2013      1   17    1919.0      154.0    2125.0      139.0      9E   \n",
+       "14837   2013      1   17    2004.0       96.0    2227.0      121.0      EV   \n",
+       "14844   2013      1   17    2013.0      114.0    2107.0       95.0      EV   \n",
+       "14852   2013      1   17    2030.0       65.0    2156.0       71.0      9E   \n",
+       "14853   2013      1   17    2031.0       86.0    2239.0       86.0      EV   \n",
+       "14857   2013      1   17    2035.0       91.0    2203.0       97.0      EV   \n",
+       "14860   2013      1   17    2041.0       66.0    2335.0       55.0      AA   \n",
+       "14864   2013      1   17    2044.0      100.0    2247.0       98.0      EV   \n",
+       "14867   2013      1   17    2049.0       64.0    2203.0       58.0      EV   \n",
+       "14880   2013      1   17    2103.0       93.0    2320.0      109.0      EV   \n",
+       "14886   2013      1   17    2116.0      151.0    2334.0      164.0      EV   \n",
+       "14893   2013      1   17    2130.0       90.0    2340.0      123.0      EV   \n",
+       "14896   2013      1   17    2135.0       90.0    2346.0      102.0      EV   \n",
+       "14902   2013      1   17    2150.0       70.0      41.0       56.0      B6   \n",
+       "14906   2013      1   17    2158.0       93.0      38.0       69.0      UA   \n",
+       "14907   2013      1   17    2203.0       63.0    2305.0       58.0      EV   \n",
+       "14909   2013      1   17    2231.0      151.0    2339.0      134.0      EV   \n",
+       "14918   2013      1   17    2318.0      109.0    2358.0       94.0      EV   \n",
+       "15186   2013      1   18     936.0       71.0    1239.0       62.0      B6   \n",
+       "15189   2013      1   18     945.0       62.0    1231.0       76.0      EV   \n",
+       "15197   2013      1   18     951.0      101.0    1429.0       74.0      AA   \n",
+       "15214   2013      1   18    1005.0       65.0    1314.0       69.0      DL   \n",
+       "15252   2013      1   18    1103.0      123.0    1635.0       65.0      HA   \n",
+       "15298   2013      1   18    1158.0       68.0    1334.0       67.0      EV   \n",
+       "15311   2013      1   18    1220.0      135.0    1449.0      106.0      DL   \n",
+       "15322   2013      1   18    1243.0      173.0    1512.0      182.0      9E   \n",
+       "15357   2013      1   18    1321.0      292.0    1453.0      281.0      EV   \n",
+       "15388   2013      1   18    1409.0       79.0    1601.0       72.0      9E   \n",
+       "15406   2013      1   18    1436.0       67.0    1529.0       58.0      EV   \n",
+       "15440   2013      1   18    1501.0       76.0    1743.0       56.0      UA   \n",
+       "15458   2013      1   18    1518.0      180.0    1721.0      186.0      EV   \n",
+       "15493   2013      1   18    1553.0       66.0    1741.0       47.0      EV   \n",
+       "15510   2013      1   18    1602.0      107.0    1813.0      111.0      EV   \n",
+       "15513   2013      1   18    1603.0      153.0    1838.0      153.0      DL   \n",
+       "15514   2013      1   18    1603.0      126.0    1704.0      117.0      EV   \n",
+       "15516   2013      1   18    1604.0       62.0    1706.0       51.0      EV   \n",
+       "15545   2013      1   18    1643.0       73.0    2004.0       54.0      AA   \n",
+       "15582   2013      1   18    1706.0       71.0    2019.0       72.0      DL   \n",
+       "15595   2013      1   18    1721.0      111.0    1938.0      133.0      AA   \n",
+       "15615   2013      1   18    1741.0       82.0    1853.0       87.0      EV   \n",
+       "15640   2013      1   18    1804.0       64.0    1952.0       63.0      EV   \n",
+       "15661   2013      1   18    1824.0      125.0    1935.0      132.0      EV   \n",
+       "15666   2013      1   18    1827.0      147.0    2152.0      147.0      AA   \n",
+       "15672   2013      1   18    1837.0      241.0    2007.0      264.0      EV   \n",
+       "15676   2013      1   18    1840.0       80.0    2200.0       80.0      AA   \n",
+       "15720   2013      1   18    1918.0       68.0    2147.0       43.0      UA   \n",
+       "15734   2013      1   18    1930.0      131.0    2144.0      119.0      UA   \n",
+       "15741   2013      1   18    1934.0       79.0    2131.0       54.0      9E   \n",
+       "15771   2013      1   18    2007.0       63.0    2122.0       56.0      EV   \n",
+       "15773   2013      1   18    2019.0      170.0    2142.0      160.0      EV   \n",
+       "15802   2013      1   18    2056.0       70.0    2252.0       58.0      EV   \n",
+       "15809   2013      1   18    2103.0      113.0    2342.0       87.0      AA   \n",
+       "15815   2013      1   18    2119.0       74.0    2234.0       61.0      EV   \n",
+       "15824   2013      1   18    2139.0       94.0      27.0       76.0      UA   \n",
+       "15827   2013      1   18    2151.0      126.0      21.0      100.0      9E   \n",
+       "15832   2013      1   18    2231.0       62.0    2320.0       56.0      EV   \n",
+       "15833   2013      1   18    2238.0       63.0     127.0       51.0      B6   \n",
+       "15840   2013      1   18    2253.0      293.0     100.0      285.0      EV   \n",
+       "15841   2013      1   18    2333.0      275.0     103.0      248.0      EV   \n",
+       "15889   2013      1   19     623.0       68.0     902.0       48.0      UA   \n",
+       "16036   2013      1   19     859.0       90.0    1013.0       83.0      B6   \n",
+       "16055   2013      1   19     929.0       89.0    1132.0       84.0      EV   \n",
+       "16068   2013      1   19     948.0      111.0    1102.0      106.0      EV   \n",
+       "16093   2013      1   19    1038.0      120.0    1236.0      112.0      EV   \n",
+       "16152   2013      1   19    1227.0       86.0    1549.0       76.0      UA   \n",
+       "16177   2013      1   19    1301.0       61.0    1540.0       39.0      UA   \n",
+       "16206   2013      1   19    1345.0      105.0    1458.0       88.0      MQ   \n",
+       "16235   2013      1   19    1441.0      126.0    1630.0      135.0      MQ   \n",
+       "16260   2013      1   19    1456.0       61.0    1636.0       21.0      EV   \n",
+       "16267   2013      1   19    1504.0       69.0    1754.0       46.0      DL   \n",
+       "16331   2013      1   19    1621.0       61.0    1902.0       52.0      UA   \n",
+       "16332   2013      1   19    1621.0       66.0    1756.0       56.0      MQ   \n",
+       "16355   2013      1   19    1646.0       86.0    1758.0       65.0      9E   \n",
+       "16373   2013      1   19    1705.0      170.0    1920.0      162.0      DL   \n",
+       "16395   2013      1   19    1732.0      104.0    2039.0       74.0      DL   \n",
+       "16435   2013      1   19    1833.0       93.0    2143.0       54.0      DL   \n",
+       "16438   2013      1   19    1845.0       85.0    2023.0       68.0      AA   \n",
+       "16458   2013      1   19    1917.0       92.0    2206.0       84.0      B6   \n",
+       "16466   2013      1   19    1930.0      121.0    2229.0      100.0      AA   \n",
+       "16480   2013      1   19    1955.0       86.0       2.0        NaN      UA   \n",
+       "16497   2013      1   19    2035.0       65.0    2224.0       35.0      9E   \n",
+       "16519   2013      1   19    2239.0      189.0    2358.0      156.0      9E   \n",
+       "16741   2013      1   20    1024.0       74.0    1252.0       65.0      EV   \n",
+       "16755   2013      1   20    1053.0       93.0    1355.0       82.0      UA   \n",
+       "16767   2013      1   20    1109.0      129.0    1356.0       89.0      DL   \n",
+       "17037   2013      1   20    1636.0       88.0    1846.0      101.0      EV   \n",
+       "17039   2013      1   20    1636.0      161.0    1847.0      152.0      EV   \n",
+       "17079   2013      1   20    1718.0      133.0    2000.0      143.0      EV   \n",
+       "17094   2013      1   20    1733.0      123.0    2118.0      128.0      AA   \n",
+       "17097   2013      1   20    1736.0       86.0    1913.0       73.0      AA   \n",
+       "17116   2013      1   20    1801.0       71.0    1853.0       40.0      UA   \n",
+       "17149   2013      1   20    1831.0       71.0    2007.0       62.0      MQ   \n",
+       "17150   2013      1   20    1833.0       63.0    2118.0       81.0      F9   \n",
+       "17173   2013      1   20    1858.0       73.0    2144.0       62.0      B6   \n",
+       "17181   2013      1   20    1905.0       95.0    2203.0      100.0      UA   \n",
+       "17200   2013      1   20    1924.0       65.0    2241.0       63.0      UA   \n",
+       "17202   2013      1   20    1925.0       80.0    2111.0       76.0      MQ   \n",
+       "17207   2013      1   20    1931.0      186.0    2114.0      192.0      EV   \n",
+       "17234   2013      1   20    2011.0       65.0    2201.0       46.0      EV   \n",
+       "17237   2013      1   20    2017.0       61.0    2157.0       79.0      EV   \n",
+       "17241   2013      1   20    2022.0       67.0    2320.0      103.0      EV   \n",
+       "17255   2013      1   20    2041.0      192.0    2334.0      165.0      AA   \n",
+       "17262   2013      1   20    2049.0      222.0    2211.0      236.0      EV   \n",
+       "17272   2013      1   20    2119.0       74.0    2249.0       76.0      EV   \n",
+       "17278   2013      1   20    2135.0      121.0      33.0      134.0      EV   \n",
+       "17280   2013      1   20    2136.0      276.0      27.0      256.0      UA   \n",
+       "17282   2013      1   20    2139.0       94.0    2234.0       85.0      EV   \n",
+       "17285   2013      1   20    2150.0       81.0    2348.0       75.0      EV   \n",
+       "17286   2013      1   20    2152.0      132.0    2255.0      115.0      EV   \n",
+       "17288   2013      1   20    2154.0      164.0    2331.0      168.0      EV   \n",
+       "17289   2013      1   20    2157.0      222.0      46.0      196.0      AS   \n",
+       "17291   2013      1   20    2213.0      104.0      14.0      116.0      EV   \n",
+       "17293   2013      1   20    2228.0       78.0    2338.0       76.0      EV   \n",
+       "17294   2013      1   20    2234.0       84.0     118.0       83.0      B6   \n",
+       "17300   2013      1   20    2259.0      117.0     118.0      121.0      EV   \n",
+       "17301   2013      1   20    2310.0       71.0       6.0       66.0      EV   \n",
+       "17302   2013      1   20    2323.0       84.0      26.0       71.0      EV   \n",
+       "17303   2013      1   20    2323.0      114.0      18.0      104.0      EV   \n",
+       "17305   2013      1   20    2347.0      251.0     230.0      262.0      EV   \n",
+       "17307   2013      1   20    2350.0       61.0      53.0       56.0      B6   \n",
+       "17308   2013      1   20    2351.0      117.0     238.0      108.0      B6   \n",
+       "17309   2013      1   20    2356.0      196.0     223.0      191.0      EV   \n",
+       "17519   2013      1   21     854.0      140.0    1041.0      139.0      EV   \n",
+       "17556   2013      1   21     924.0       62.0    1117.0       58.0      EV   \n",
+       "17574   2013      1   21     950.0       65.0    1109.0       63.0      EV   \n",
+       "17625   2013      1   21    1058.0      198.0    1245.0      198.0      EV   \n",
+       "17631   2013      1   21    1104.0      155.0    1236.0      144.0      EV   \n",
+       "17640   2013      1   21    1118.0       63.0    1318.0       62.0      US   \n",
+       "17688   2013      1   21    1230.0      150.0    1342.0      139.0      EV   \n",
+       "17689   2013      1   21    1230.0      271.0    1443.0      258.0      UA   \n",
+       "17718   2013      1   21    1302.0       77.0    1612.0       79.0      DL   \n",
+       "17719   2013      1   21    1303.0       63.0    1544.0       74.0      MQ   \n",
+       "17751   2013      1   21    1351.0      151.0    1619.0      163.0      EV   \n",
+       "17757   2013      1   21    1356.0      117.0    1646.0      135.0      EV   \n",
+       "17792   2013      1   21    1448.0       93.0    1606.0       95.0      EV   \n",
+       "17804   2013      1   21    1453.0       63.0    1628.0       70.0      EV   \n",
+       "17819   2013      1   21    1500.0       75.0    1611.0       73.0      B6   \n",
+       "17828   2013      1   21    1513.0       88.0    1805.0       78.0      UA   \n",
+       "17844   2013      1   21    1531.0       61.0    1843.0       28.0      DL   \n",
+       "17859   2013      1   21    1550.0      141.0    1811.0      165.0      EV   \n",
+       "17882   2013      1   21    1602.0      107.0    1820.0      118.0      EV   \n",
+       "17893   2013      1   21    1616.0       70.0    1737.0       56.0      UA   \n",
+       "17896   2013      1   21    1618.0       98.0    1930.0      104.0      UA   \n",
+       "17901   2013      1   21    1622.0       73.0    1854.0       73.0      EV   \n",
+       "17904   2013      1   21    1626.0      256.0    1725.0      255.0      WN   \n",
+       "17914   2013      1   21    1633.0       63.0    1757.0       75.0      EV   \n",
+       "17918   2013      1   21    1638.0      143.0    1950.0      146.0      B6   \n",
+       "17921   2013      1   21    1641.0       71.0    1951.0       41.0      AA   \n",
+       "17923   2013      1   21    1642.0       72.0    1937.0       92.0      MQ   \n",
+       "17930   2013      1   21    1645.0       95.0    1818.0       83.0      MQ   \n",
+       "17933   2013      1   21    1648.0       63.0    1939.0       29.0      AA   \n",
+       "17953   2013      1   21    1702.0       67.0    1831.0       42.0      B6   \n",
+       "17960   2013      1   21    1708.0      142.0    2032.0      155.0      UA   \n",
+       "17976   2013      1   21    1721.0       76.0    2058.0       93.0      9E   \n",
+       "17990   2013      1   21    1731.0       81.0    1852.0       80.0      9E   \n",
+       "17996   2013      1   21    1738.0      113.0    1847.0      104.0      9E   \n",
+       "18000   2013      1   21    1743.0      173.0    2006.0      201.0      EV   \n",
+       "18005   2013      1   21    1750.0       65.0    2044.0       39.0      AA   \n",
+       "18049   2013      1   21    1835.0       68.0    2153.0       64.0      UA   \n",
+       "18050   2013      1   21    1838.0       63.0    2020.0       55.0      WN   \n",
+       "18055   2013      1   21    1842.0       73.0    2148.0       59.0      AA   \n",
+       "18061   2013      1   21    1850.0      110.0    2126.0       96.0      AA   \n",
+       "18071   2013      1   21    1856.0       81.0    2029.0       67.0      B6   \n",
+       "18079   2013      1   21    1901.0      111.0    2101.0      122.0      EV   \n",
+       "18108   2013      1   21    1927.0      125.0    2042.0      118.0      EV   \n",
+       "18128   2013      1   21    1957.0      102.0    2237.0      120.0      9E   \n",
+       "18146   2013      1   21    2030.0      120.0    2210.0       86.0      EV   \n",
+       "18153   2013      1   21    2037.0       67.0    2221.0       66.0      EV   \n",
+       "18159   2013      1   21    2046.0      108.0    2234.0       99.0      EV   \n",
+       "18160   2013      1   21    2046.0      181.0      17.0      177.0      AA   \n",
+       "18162   2013      1   21    2047.0       92.0    2302.0       85.0      EV   \n",
+       "18165   2013      1   21    2050.0       64.0    2310.0       76.0      EV   \n",
+       "18168   2013      1   21    2054.0       69.0    2211.0       66.0      EV   \n",
+       "18173   2013      1   21    2057.0       72.0       4.0       83.0      9E   \n",
+       "18182   2013      1   21    2103.0      274.0      12.0      281.0      B6   \n",
+       "18184   2013      1   21    2120.0      100.0      16.0       87.0      B6   \n",
+       "18190   2013      1   21    2129.0      159.0    2339.0      169.0      AA   \n",
+       "18197   2013      1   21    2143.0       98.0      42.0      104.0      UA   \n",
+       "18198   2013      1   21    2144.0      104.0    2308.0       89.0      UA   \n",
+       "18200   2013      1   21    2148.0       63.0    2311.0       77.0      B6   \n",
+       "18205   2013      1   21    2209.0      100.0    2338.0      118.0      9E   \n",
+       "18206   2013      1   21    2230.0      150.0    2321.0      140.0      EV   \n",
+       "18208   2013      1   21    2238.0       68.0     140.0       75.0      B6   \n",
+       "18209   2013      1   21    2241.0       72.0    2343.0       72.0      EV   \n",
+       "18470   2013      1   22     919.0       69.0    1439.0       84.0      AA   \n",
+       "18540   2013      1   22    1110.0      106.0    1259.0      101.0      EV   \n",
+       "18541   2013      1   22    1110.0       85.0    1246.0       76.0      AA   \n",
+       "18542   2013      1   22    1115.0       84.0    1347.0       79.0      EV   \n",
+       "18558   2013      1   22    1131.0       76.0    1444.0       64.0      US   \n",
+       "18583   2013      1   22    1205.0       65.0    1331.0       77.0      US   \n",
+       "18584   2013      1   22    1206.0       66.0    1441.0       63.0      DL   \n",
+       "18585   2013      1   22    1206.0      120.0    1322.0      121.0      EV   \n",
+       "18596   2013      1   22    1219.0       79.0    1542.0       78.0      DL   \n",
+       "18607   2013      1   22    1239.0      149.0    1356.0      136.0      MQ   \n",
+       "18637   2013      1   22    1310.0       86.0    1420.0       85.0      EV   \n",
+       "18722   2013      1   22    1458.0       61.0    1711.0       75.0      EV   \n",
+       "18772   2013      1   22    1550.0       90.0    1820.0      120.0      MQ   \n",
+       "18778   2013      1   22    1557.0       75.0    1814.0       76.0      EV   \n",
+       "18813   2013      1   22    1630.0       90.0    1841.0      106.0      MQ   \n",
+       "18848   2013      1   22    1700.0      105.0    1936.0       91.0      UA   \n",
+       "18873   2013      1   22    1728.0      128.0    2105.0      143.0      DL   \n",
+       "18879   2013      1   22    1733.0      108.0    2051.0      101.0      AA   \n",
+       "18880   2013      1   22    1734.0       64.0    1924.0       77.0      EV   \n",
+       "18886   2013      1   22    1739.0       97.0    1910.0      108.0      YV   \n",
+       "18905   2013      1   22    1755.0       96.0    1858.0       92.0      EV   \n",
+       "18908   2013      1   22    1758.0      178.0    1914.0      181.0      EV   \n",
+       "18911   2013      1   22    1800.0       85.0    2029.0       82.0      EV   \n",
+       "18915   2013      1   22    1806.0       63.0    1938.0       88.0      EV   \n",
+       "18932   2013      1   22    1825.0      220.0    2105.0      235.0      MQ   \n",
+       "18940   2013      1   22    1833.0       63.0    2047.0       71.0      EV   \n",
+       "18941   2013      1   22    1834.0      114.0    2022.0      126.0      EV   \n",
+       "18943   2013      1   22    1840.0      190.0    2024.0      193.0      9E   \n",
+       "18950   2013      1   22    1844.0       75.0    2020.0       78.0      EV   \n",
+       "18951   2013      1   22    1846.0      137.0    2057.0      145.0      EV   \n",
+       "18971   2013      1   22    1908.0       98.0    2154.0      110.0      FL   \n",
+       "18975   2013      1   22    1916.0       66.0    2101.0       76.0      MQ   \n",
+       "18981   2013      1   22    1923.0      168.0    2142.0      166.0      EV   \n",
+       "18991   2013      1   22    1939.0       69.0    2124.0       69.0      MQ   \n",
+       "19000   2013      1   22    1949.0       90.0    2057.0       85.0      EV   \n",
+       "19001   2013      1   22    1949.0       64.0    2140.0       70.0      MQ   \n",
+       "19016   2013      1   22    2000.0      105.0    2212.0       95.0      9E   \n",
+       "19022   2013      1   22    2008.0       73.0    2211.0       71.0      MQ   \n",
+       "19023   2013      1   22    2009.0      179.0    2112.0      172.0      EV   \n",
+       "19030   2013      1   22    2017.0       73.0    2208.0       59.0      EV   \n",
+       "19031   2013      1   22    2017.0       72.0    2256.0       31.0      AA   \n",
+       "19036   2013      1   22    2021.0       81.0    2245.0       71.0      FL   \n",
+       "19047   2013      1   22    2040.0       90.0    2228.0       93.0      MQ   \n",
+       "19048   2013      1   22    2042.0       67.0    2337.0       57.0      AA   \n",
+       "19049   2013      1   22    2043.0      105.0    2227.0       92.0      EV   \n",
+       "19051   2013      1   22    2044.0      165.0    2303.0      169.0      EV   \n",
+       "19053   2013      1   22    2049.0      124.0    2250.0       73.0      9E   \n",
+       "19055   2013      1   22    2050.0       65.0    2158.0       53.0      EV   \n",
+       "19056   2013      1   22    2051.0       71.0    2205.0       65.0      WN   \n",
+       "19062   2013      1   22    2058.0      113.0    2217.0       97.0      WN   \n",
+       "19065   2013      1   22    2104.0       88.0    2230.0       94.0      EV   \n",
+       "19066   2013      1   22    2107.0       62.0    2229.0       56.0      EV   \n",
+       "19067   2013      1   22    2111.0       71.0    2249.0       72.0      EV   \n",
+       "19068   2013      1   22    2113.0      233.0      23.0      223.0      AA   \n",
+       "19072   2013      1   22    2127.0       82.0    2338.0       68.0      9E   \n",
+       "19075   2013      1   22    2131.0       91.0    2221.0       80.0      EV   \n",
+       "19076   2013      1   22    2132.0      122.0    2312.0      117.0      EV   \n",
+       "19080   2013      1   22    2140.0      160.0    2354.0      166.0      EV   \n",
+       "19081   2013      1   22    2141.0       72.0      13.0      100.0      EV   \n",
+       "19083   2013      1   22    2149.0      126.0    2302.0      129.0      EV   \n",
+       "19086   2013      1   22    2200.0       90.0    2326.0       80.0      FL   \n",
+       "19087   2013      1   22    2201.0      121.0    2330.0      103.0      9E   \n",
+       "19089   2013      1   22    2208.0       68.0    2323.0       58.0      WN   \n",
+       "19091   2013      1   22    2212.0       77.0    2400.0       70.0      MQ   \n",
+       "19093   2013      1   22    2219.0      199.0      38.0      213.0      EV   \n",
+       "19094   2013      1   22    2225.0      170.0      50.0      163.0      EV   \n",
+       "19095   2013      1   22    2234.0      174.0     133.0      164.0      B6   \n",
+       "19097   2013      1   22    2243.0      138.0     156.0      147.0      UA   \n",
+       "19102   2013      1   22    2249.0       84.0    2400.0       70.0      MQ   \n",
+       "19106   2013      1   22    2306.0      126.0     141.0      112.0      B6   \n",
+       "19107   2013      1   22    2321.0      111.0     218.0      113.0      B6   \n",
+       "19108   2013      1   22    2326.0       87.0      25.0       69.0      DL   \n",
+       "19110   2013      1   22    2358.0      178.0     142.0      172.0      MQ   \n",
+       "19116   2013      1   23     158.0      239.0     253.0      233.0      EV   \n",
+       "19207   2013      1   23     708.0       68.0    1011.0       61.0      AA   \n",
+       "19225   2013      1   23     737.0       97.0    1044.0       92.0      B6   \n",
+       "19237   2013      1   23     746.0       61.0     852.0       55.0      EV   \n",
+       "19240   2013      1   23     750.0      110.0     957.0      117.0      EV   \n",
+       "19271   2013      1   23     817.0      107.0    1003.0      113.0      B6   \n",
+       "19287   2013      1   23     828.0      123.0    1117.0      103.0      UA   \n",
+       "19297   2013      1   23     836.0      101.0    1049.0       82.0      B6   \n",
+       "19349   2013      1   23     922.0      142.0    1144.0      144.0      EV   \n",
+       "19351   2013      1   23     923.0       68.0    1210.0       52.0      DL   \n",
+       "19362   2013      1   23     937.0       87.0    1227.0       71.0      DL   \n",
+       "19404   2013      1   23    1031.0      126.0    1337.0      120.0      B6   \n",
+       "19405   2013      1   23    1034.0      194.0    1231.0      191.0      EV   \n",
+       "19406   2013      1   23    1036.0      126.0    1527.0      112.0      DL   \n",
+       "19409   2013      1   23    1041.0      101.0    1652.0       82.0      HA   \n",
+       "19413   2013      1   23    1046.0      166.0    1354.0      152.0      DL   \n",
+       "19431   2013      1   23    1109.0      144.0    1211.0      116.0      9E   \n",
+       "19440   2013      1   23    1121.0      146.0    1320.0      139.0      EV   \n",
+       "19453   2013      1   23    1134.0      156.0    1410.0      172.0      EV   \n",
+       "19456   2013      1   23    1139.0       84.0    1250.0       79.0      EV   \n",
+       "19458   2013      1   23    1141.0      137.0    1334.0      136.0      EV   \n",
+       "19470   2013      1   23    1153.0      114.0    1505.0       92.0      US   \n",
+       "19507   2013      1   23    1251.0      171.0    1630.0      187.0      UA   \n",
+       "19526   2013      1   23    1316.0       71.0    1617.0       57.0      AA   \n",
+       "19527   2013      1   23    1316.0       76.0    1444.0       74.0      MQ   \n",
+       "19551   2013      1   23    1352.0       62.0    1452.0       57.0      B6   \n",
+       "19569   2013      1   23    1419.0      253.0    1650.0      271.0      EV   \n",
+       "19583   2013      1   23    1444.0       89.0    1529.0       78.0      EV   \n",
+       "19591   2013      1   23    1447.0      127.0    1754.0      119.0      AA   \n",
+       "19595   2013      1   23    1453.0       84.0    1550.0       79.0      EV   \n",
+       "19614   2013      1   23    1500.0       70.0    1649.0       91.0      EV   \n",
+       "19632   2013      1   23    1519.0      184.0    1637.0      189.0      EV   \n",
+       "19633   2013      1   23    1521.0       66.0    1840.0       76.0      B6   \n",
+       "19644   2013      1   23    1532.0      132.0    1724.0      136.0      EV   \n",
+       "19651   2013      1   23    1537.0       98.0    1825.0       89.0      UA   \n",
+       "19667   2013      1   23    1550.0      185.0    1709.0      183.0      EV   \n",
+       "19669   2013      1   23    1551.0      478.0    1812.0      486.0      DL   \n",
+       "19689   2013      1   23    1601.0       92.0    1920.0       86.0      UA   \n",
+       "19719   2013      1   23    1637.0      111.0    1922.0       85.0      UA   \n",
+       "19748   2013      1   23    1701.0      151.0    1939.0      124.0      AA   \n",
+       "19750   2013      1   23    1702.0       87.0    1954.0       64.0      AA   \n",
+       "19785   2013      1   23    1733.0       65.0    1836.0       61.0      EV   \n",
+       "19790   2013      1   23    1742.0       97.0    2053.0       69.0      DL   \n",
+       "19794   2013      1   23    1746.0       71.0    1927.0       77.0      MQ   \n",
+       "19808   2013      1   23    1759.0       76.0    1957.0       71.0      EV   \n",
+       "19816   2013      1   23    1805.0      106.0    1926.0      120.0      EV   \n",
+       "19849   2013      1   23    1847.0       87.0    2139.0       59.0      AA   \n",
+       "19852   2013      1   23    1850.0      100.0    1948.0       88.0      EV   \n",
+       "19871   2013      1   23    1901.0       86.0    2044.0       82.0      B6   \n",
+       "19892   2013      1   23    1921.0      112.0    2051.0      109.0      EV   \n",
+       "19894   2013      1   23    1924.0       65.0    2042.0       70.0      EV   \n",
+       "19896   2013      1   23    1924.0       84.0    2048.0       69.0      UA   \n",
+       "19911   2013      1   23    1947.0      198.0    2247.0      162.0      UA   \n",
+       "19914   2013      1   23    1949.0      124.0    2226.0      126.0      MQ   \n",
+       "19932   2013      1   23    2012.0      105.0    2235.0      110.0      UA   \n",
+       "19933   2013      1   23    2014.0       76.0    2149.0       54.0      EV   \n",
+       "19952   2013      1   23    2040.0      191.0    2338.0      169.0      AA   \n",
+       "19971   2013      1   23    2103.0       63.0    2203.0       62.0      EV   \n",
+       "19975   2013      1   23    2110.0       90.0    2208.0       62.0      9E   \n",
+       "19976   2013      1   23    2117.0      167.0    2306.0      142.0      EV   \n",
+       "19984   2013      1   23    2129.0      119.0    2307.0      112.0      EV   \n",
+       "19987   2013      1   23    2137.0       97.0    2328.0      111.0      EV   \n",
+       "19990   2013      1   23    2150.0      110.0    2345.0       81.0      9E   \n",
+       "19993   2013      1   23    2208.0      142.0      21.0      147.0      EV   \n",
+       "19999   2013      1   23    2254.0      194.0      10.0      190.0      WN   \n",
+       "20001   2013      1   23    2352.0      147.0      44.0      140.0      EV   \n",
+       "20003   2013      1   23    2358.0      119.0      57.0      111.0      EV   \n",
+       "20013   2013      1   24      37.0      210.0     236.0      194.0      EV   \n",
+       "20014   2013      1   24      45.0      166.0     147.0      161.0      EV   \n",
+       "20120   2013      1   24     721.0       80.0     850.0       85.0      EV   \n",
+       "20134   2013      1   24     742.0       67.0    1030.0       37.0      UA   \n",
+       "20162   2013      1   24     808.0       68.0     931.0       84.0      US   \n",
+       "20163   2013      1   24     809.0       69.0    1056.0       64.0      DL   \n",
+       "20189   2013      1   24     830.0       85.0    1051.0       78.0      EV   \n",
+       "20215   2013      1   24     853.0       93.0    1116.0      116.0      EV   \n",
+       "20233   2013      1   24     903.0       78.0    1417.0      103.0      UA   \n",
+       "20256   2013      1   24     924.0       72.0    1050.0       60.0      B6   \n",
+       "20261   2013      1   24     929.0       67.0    1144.0       85.0      EV   \n",
+       "20287   2013      1   24    1004.0      125.0    1112.0      123.0      EV   \n",
+       "20291   2013      1   24    1011.0       71.0    1205.0       49.0      DL   \n",
+       "20303   2013      1   24    1022.0      222.0    1225.0      205.0      EV   \n",
+       "20306   2013      1   24    1026.0       91.0    1217.0       73.0      9E   \n",
+       "20307   2013      1   24    1027.0       87.0    1315.0       55.0      AA   \n",
+       "20337   2013      1   24    1117.0       77.0    1317.0       68.0      US   \n",
+       "20340   2013      1   24    1119.0       64.0    1226.0       55.0      EV   \n",
+       "20350   2013      1   24    1133.0      129.0    1309.0      111.0      EV   \n",
+       "20373   2013      1   24    1203.0       63.0    1305.0       51.0      US   \n",
+       "20377   2013      1   24    1215.0       75.0    1320.0       57.0      EV   \n",
+       "20382   2013      1   24    1222.0       92.0    1355.0       88.0      EV   \n",
+       "20403   2013      1   24    1248.0      162.0    1358.0      157.0      EV   \n",
+       "20407   2013      1   24    1250.0      120.0    1440.0      110.0      MQ   \n",
+       "20427   2013      1   24    1318.0      109.0    1607.0       89.0      B6   \n",
+       "20429   2013      1   24    1321.0       61.0    1442.0       59.0      B6   \n",
+       "20436   2013      1   24    1327.0       87.0    1545.0       73.0      EV   \n",
+       "20443   2013      1   24    1343.0       88.0    1502.0       94.0      EV   \n",
+       "20459   2013      1   24    1406.0       66.0    1509.0       63.0      9E   \n",
+       "20492   2013      1   24    1446.0       61.0    1815.0       79.0      B6   \n",
+       "20494   2013      1   24    1447.0       62.0    1559.0       61.0      B6   \n",
+       "20500   2013      1   24    1456.0       87.0    1650.0       84.0      EV   \n",
+       "20515   2013      1   24    1506.0       69.0    1659.0       63.0      EV   \n",
+       "20518   2013      1   24    1509.0       79.0    1722.0       54.0      DL   \n",
+       "20521   2013      1   24    1512.0       82.0    1710.0       85.0      MQ   \n",
+       "20547   2013      1   24    1546.0       61.0    1721.0       47.0      EV   \n",
+       "20553   2013      1   24    1553.0       78.0    1655.0       56.0      YV   \n",
+       "20554   2013      1   24    1554.0      199.0    1940.0      214.0      DL   \n",
+       "20563   2013      1   24    1557.0       81.0    1656.0       73.0      EV   \n",
+       "20565   2013      1   24    1558.0       83.0    1829.0       88.0      DL   \n",
+       "20567   2013      1   24    1558.0       73.0    1832.0       47.0      B6   \n",
+       "20571   2013      1   24    1601.0       62.0    1735.0       64.0      B6   \n",
+       "20574   2013      1   24    1602.0      221.0    1744.0      206.0      EV   \n",
+       "20577   2013      1   24    1605.0      155.0    1826.0      129.0      B6   \n",
+       "20583   2013      1   24    1611.0       72.0    1835.0       38.0      B6   \n",
+       "20598   2013      1   24    1622.0       96.0    1903.0       66.0      UA   \n",
+       "20599   2013      1   24    1624.0      291.0    1751.0      282.0      EV   \n",
+       "20618   2013      1   24    1644.0       94.0    1833.0       98.0      MQ   \n",
+       "20637   2013      1   24    1700.0      100.0    1826.0      102.0      EV   \n",
+       "20641   2013      1   24    1702.0       62.0    1831.0       55.0      UA   \n",
+       "20642   2013      1   24    1703.0       73.0    1957.0       97.0      9E   \n",
+       "20646   2013      1   24    1705.0       70.0    1840.0       54.0      B6   \n",
+       "20653   2013      1   24    1713.0      124.0    1925.0      104.0      EV   \n",
+       "20662   2013      1   24    1721.0      139.0    1832.0      137.0      EV   \n",
+       "20664   2013      1   24    1723.0       83.0    2040.0       67.0      DL   \n",
+       "20674   2013      1   24    1729.0       84.0    2038.0       54.0      DL   \n",
+       "20675   2013      1   24    1730.0      151.0    1848.0      143.0      B6   \n",
+       "20680   2013      1   24    1736.0       77.0    1837.0       74.0      EV   \n",
+       "20683   2013      1   24    1739.0       74.0    2029.0       94.0      MQ   \n",
+       "20688   2013      1   24    1743.0       70.0    1932.0       56.0      EV   \n",
+       "20695   2013      1   24    1750.0       75.0    1947.0       51.0      EV   \n",
+       "20696   2013      1   24    1750.0       82.0    1900.0       85.0      EV   \n",
+       "20712   2013      1   24    1808.0       88.0    1933.0       77.0      EV   \n",
+       "20713   2013      1   24    1808.0       98.0    1950.0      103.0      EV   \n",
+       "20716   2013      1   24    1811.0      187.0    1938.0      178.0      EV   \n",
+       "20730   2013      1   24    1824.0       74.0    2024.0       72.0      US   \n",
+       "20734   2013      1   24    1828.0       66.0    1944.0       60.0      EV   \n",
+       "20736   2013      1   24    1829.0       62.0    2230.0      101.0      UA   \n",
+       "20742   2013      1   24    1835.0       85.0    1955.0       95.0      EV   \n",
+       "20750   2013      1   24    1843.0       73.0    2042.0       66.0      EV   \n",
+       "20758   2013      1   24    1848.0      105.0    2011.0      121.0      EV   \n",
+       "20762   2013      1   24    1852.0      222.0    2131.0      210.0      UA   \n",
+       "20768   2013      1   24    1857.0      142.0    2120.0      133.0      EV   \n",
+       "20786   2013      1   24    1919.0      209.0    2358.0      273.0      DL   \n",
+       "20795   2013      1   24    1930.0      140.0    2120.0      141.0      EV   \n",
+       "20799   2013      1   24    1935.0       96.0    2202.0      108.0      EV   \n",
+       "20803   2013      1   24    1944.0      208.0    2131.0      198.0      EV   \n",
+       "20812   2013      1   24    1953.0      318.0    2227.0      285.0      DL   \n",
+       "20823   2013      1   24    2001.0       66.0    2211.0       71.0      MQ   \n",
+       "20824   2013      1   24    2003.0       78.0    2217.0       87.0      EV   \n",
+       "20825   2013      1   24    2003.0      154.0    2120.0      138.0      EV   \n",
+       "20830   2013      1   24    2015.0      125.0    2254.0      110.0      UA   \n",
+       "20832   2013      1   24    2016.0      169.0    2342.0      184.0      UA   \n",
+       "20835   2013      1   24    2022.0       78.0    2204.0       55.0      EV   \n",
+       "20836   2013      1   24    2022.0       62.0      37.0       99.0      DL   \n",
+       "20838   2013      1   24    2025.0      117.0    2210.0      104.0      EV   \n",
+       "20844   2013      1   24    2033.0       88.0    2220.0      100.0      WN   \n",
+       "20850   2013      1   24    2040.0      101.0      34.0      129.0      B6   \n",
+       "20853   2013      1   24    2045.0       70.0    2343.0       83.0      EV   \n",
+       "20859   2013      1   24    2049.0      150.0    2158.0      146.0      EV   \n",
+       "20860   2013      1   24    2051.0      329.0    2307.0      340.0      EV   \n",
+       "20867   2013      1   24    2058.0       88.0    2302.0       91.0      EV   \n",
+       "20871   2013      1   24    2102.0       82.0    2231.0       91.0      WN   \n",
+       "20874   2013      1   24    2106.0       61.0    2237.0       64.0      EV   \n",
+       "20875   2013      1   24    2109.0      124.0    2319.0      126.0      EV   \n",
+       "20877   2013      1   24    2113.0      129.0    2225.0      119.0      EV   \n",
+       "20878   2013      1   24    2115.0       75.0    2355.0       37.0      UA   \n",
+       "20881   2013      1   24    2125.0      130.0      21.0      164.0      EV   \n",
+       "20887   2013      1   24    2135.0      112.0    2244.0      111.0      EV   \n",
+       "20891   2013      1   24    2140.0       70.0    2305.0       59.0      FL   \n",
+       "20892   2013      1   24    2151.0      262.0      58.0      252.0      DL   \n",
+       "20893   2013      1   24    2156.0       71.0    2254.0       60.0      B6   \n",
+       "20895   2013      1   24    2207.0      220.0      23.0      218.0      UA   \n",
+       "20897   2013      1   24    2210.0      105.0      49.0       78.0      UA   \n",
+       "20899   2013      1   24    2213.0      128.0      35.0       97.0      UA   \n",
+       "20900   2013      1   24    2214.0       88.0      36.0       78.0      EV   \n",
+       "20901   2013      1   24    2217.0       95.0       7.0       96.0      EV   \n",
+       "20902   2013      1   24    2218.0      100.0    2321.0      102.0      EV   \n",
+       "20903   2013      1   24    2229.0       79.0      50.0       55.0      B6   \n",
+       "20904   2013      1   24    2233.0      168.0    2348.0      163.0      EV   \n",
+       "20905   2013      1   24    2233.0      148.0      30.0      146.0      EV   \n",
+       "20906   2013      1   24    2234.0       65.0    2340.0       69.0      EV   \n",
+       "20907   2013      1   24    2235.0       70.0    2340.0       76.0      EV   \n",
+       "20908   2013      1   24    2241.0       72.0    2350.0       86.0      EV   \n",
+       "20914   2013      1   24    2256.0      116.0    2353.0      106.0      EV   \n",
+       "20915   2013      1   24    2256.0       62.0     132.0       42.0      B6   \n",
+       "20916   2013      1   24    2257.0      177.0      21.0      162.0      UA   \n",
+       "20918   2013      1   24    2310.0      220.0     149.0      182.0      DL   \n",
+       "20919   2013      1   24    2313.0      128.0      22.0      125.0      EV   \n",
+       "20920   2013      1   24    2342.0      103.0      28.0       88.0      EV   \n",
+       "20923   2013      1   24    2350.0      230.0     229.0      237.0      EV   \n",
+       "20938   2013      1   25      15.0      360.0     208.0      370.0      9E   \n",
+       "20939   2013      1   25      17.0       88.0     119.0       82.0      B6   \n",
+       "20940   2013      1   25      26.0      336.0     225.0      330.0      US   \n",
+       "20941   2013      1   25     123.0      323.0     229.0      328.0      EV   \n",
+       "20942   2013      1   25     123.0      294.0     215.0      275.0      9E   \n",
+       "21065   2013      1   25     749.0       79.0     931.0       46.0      EV   \n",
+       "21074   2013      1   25     755.0      108.0    1008.0      109.0      EV   \n",
+       "21086   2013      1   25     802.0       92.0    1035.0      108.0      EV   \n",
+       "21091   2013      1   25     805.0       70.0    1136.0       66.0      DL   \n",
+       "21094   2013      1   25     806.0       96.0     930.0       90.0      EV   \n",
+       "21166   2013      1   25     904.0       64.0    1234.0       69.0      UA   \n",
+       "21188   2013      1   25     922.0      167.0    1215.0      161.0      B6   \n",
+       "21190   2013      1   25     927.0       75.0    1107.0       77.0      B6   \n",
+       "21200   2013      1   25     947.0       64.0    1158.0       43.0      EV   \n",
+       "21220   2013      1   25    1003.0       94.0    1150.0       98.0      EV   \n",
+       "21241   2013      1   25    1031.0      206.0    1252.0      199.0      EV   \n",
+       "21269   2013      1   25    1115.0      105.0    1409.0       83.0      B6   \n",
+       "21299   2013      1   25    1151.0      176.0    1345.0      164.0      EV   \n",
+       "21323   2013      1   25    1235.0      105.0    1532.0       87.0      B6   \n",
+       "21356   2013      1   25    1318.0      109.0    1451.0      106.0      EV   \n",
+       "21391   2013      1   25    1409.0      134.0    1710.0      131.0      B6   \n",
+       "21396   2013      1   25    1416.0       66.0    1535.0       76.0      UA   \n",
+       "21404   2013      1   25    1428.0      128.0    1600.0      137.0      B6   \n",
+       "21410   2013      1   25    1435.0       80.0    1558.0       87.0      EV   \n",
+       "21439   2013      1   25    1458.0       61.0    1557.0       50.0      EV   \n",
+       "21461   2013      1   25    1522.0       72.0    1703.0       68.0      MQ   \n",
+       "21467   2013      1   25    1530.0      160.0    1714.0      145.0      9E   \n",
+       "21473   2013      1   25    1533.0      150.0    1700.0      156.0      B6   \n",
+       "21484   2013      1   25    1549.0       64.0    1808.0       81.0      US   \n",
+       "21501   2013      1   25    1556.0      156.0    1710.0      154.0      EV   \n",
+       "21514   2013      1   25    1608.0       83.0    1826.0      112.0      EV   \n",
+       "21549   2013      1   25    1649.0       69.0    1825.0       69.0      9E   \n",
+       "21552   2013      1   25    1652.0      110.0    1813.0      118.0      EV   \n",
+       "21569   2013      1   25    1701.0       81.0    2047.0      107.0      UA   \n",
+       "21578   2013      1   25    1709.0      101.0    1900.0      140.0      EV   \n",
+       "21583   2013      1   25    1716.0      137.0    1959.0      122.0      B6   \n",
+       "21588   2013      1   25    1719.0      209.0    1942.0      198.0      B6   \n",
+       "21593   2013      1   25    1729.0       84.0    2140.0        NaN      9E   \n",
+       "21597   2013      1   25    1730.0      120.0    2005.0      174.0      9E   \n",
+       "21604   2013      1   25    1738.0      151.0    1955.0      171.0      EV   \n",
+       "21611   2013      1   25    1745.0      180.0    2051.0      226.0      UA   \n",
+       "21613   2013      1   25    1748.0       73.0    1935.0       85.0      MQ   \n",
+       "21614   2013      1   25    1749.0      144.0    2003.0      188.0      MQ   \n",
+       "21619   2013      1   25    1754.0      109.0    2053.0      179.0      9E   \n",
+       "21620   2013      1   25    1755.0      254.0      34.0      299.0      UA   \n",
+       "21629   2013      1   25    1802.0       87.0    2205.0      124.0      US   \n",
+       "21638   2013      1   25    1813.0       65.0    2130.0       67.0      B6   \n",
+       "21650   2013      1   25    1826.0      216.0    2054.0      249.0      EV   \n",
+       "21658   2013      1   25    1834.0       84.0    2232.0      137.0      AA   \n",
+       "21660   2013      1   25    1836.0       86.0    2102.0      110.0      US   \n",
+       "21663   2013      1   25    1839.0       89.0    2127.0      187.0      EV   \n",
+       "21666   2013      1   25    1847.0      132.0    2059.0      138.0      B6   \n",
+       "21672   2013      1   25    1856.0      101.0    2230.0      131.0      DL   \n",
+       "21675   2013      1   25    1901.0       86.0    2105.0      103.0      B6   \n",
+       "21684   2013      1   25    1916.0      168.0    2136.0      241.0      EV   \n",
+       "21694   2013      1   25    1947.0      138.0    2214.0      192.0      EV   \n",
+       "21701   2013      1   25    1950.0      100.0    2153.0      128.0      MQ   \n",
+       "21703   2013      1   25    1952.0      172.0    2218.0      209.0      EV   \n",
+       "21705   2013      1   25    1952.0       83.0    2209.0       97.0      US   \n",
+       "21709   2013      1   25    2000.0       74.0    2149.0       90.0      B6   \n",
+       "21715   2013      1   25    2008.0       63.0    2348.0       73.0      UA   \n",
+       "21716   2013      1   25    2010.0      220.0       NaN        NaN      EV   \n",
+       "21720   2013      1   25    2012.0       72.0    2302.0      142.0      UA   \n",
+       "21721   2013      1   25    2013.0      103.0      31.0      163.0      UA   \n",
+       "21722   2013      1   25    2015.0      270.0    2139.0      276.0      9E   \n",
+       "21727   2013      1   25    2020.0      293.0    2304.0      364.0      EV   \n",
+       "21728   2013      1   25    2020.0       65.0      21.0      164.0      EV   \n",
+       "21731   2013      1   25    2021.0      151.0    2159.0      171.0      B6   \n",
+       "21734   2013      1   25    2027.0       62.0    2344.0       57.0      DL   \n",
+       "21735   2013      1   25    2028.0       88.0    2245.0      132.0      EV   \n",
+       "21736   2013      1   25    2036.0      266.0    2257.0      325.0      9E   \n",
+       "21738   2013      1   25    2038.0       68.0    2238.0       83.0      EV   \n",
+       "21739   2013      1   25    2038.0      148.0     135.0      225.0      UA   \n",
+       "21745   2013      1   25    2051.0      101.0       8.0      113.0      AA   \n",
+       "21748   2013      1   25    2053.0      123.0      50.0      158.0      DL   \n",
+       "21750   2013      1   25    2055.0      210.0    2400.0      267.0      EV   \n",
+       "21752   2013      1   25    2055.0      117.0    2302.0      127.0      EV   \n",
+       "21754   2013      1   25    2058.0      138.0    2311.0      142.0      DL   \n",
+       "21758   2013      1   25    2106.0       66.0    2305.0       82.0      DL   \n",
+       "21759   2013      1   25    2108.0      123.0      23.0      190.0      EV   \n",
+       "21762   2013      1   25    2113.0       98.0      20.0      155.0      9E   \n",
+       "21765   2013      1   25    2116.0      132.0    2331.0      142.0      EV   \n",
+       "21766   2013      1   25    2116.0      121.0       2.0      171.0      9E   \n",
+       "21768   2013      1   25    2122.0       82.0      30.0      107.0      DL   \n",
+       "21770   2013      1   25    2125.0      178.0      45.0      240.0      UA   \n",
+       "21771   2013      1   25    2126.0      118.0    2353.0      144.0      EV   \n",
+       "21772   2013      1   25    2127.0      117.0       4.0      111.0      DL   \n",
+       "21773   2013      1   25    2129.0      124.0      37.0      122.0      DL   \n",
+       "21775   2013      1   25    2133.0      108.0     105.0      144.0      9E   \n",
+       "21776   2013      1   25    2136.0      120.0    2313.0      137.0      EV   \n",
+       "21777   2013      1   25    2139.0       99.0      10.0      153.0      EV   \n",
+       "21781   2013      1   25    2148.0      103.0      18.0      134.0      EV   \n",
+       "21782   2013      1   25    2151.0       66.0      49.0       99.0      B6   \n",
+       "21786   2013      1   25    2156.0       70.0     100.0      102.0      EV   \n",
+       "21787   2013      1   25    2156.0      116.0      47.0      143.0      9E   \n",
+       "21789   2013      1   25    2200.0      185.0    2347.0      167.0      MQ   \n",
+       "21790   2013      1   25    2203.0      328.0      34.0      338.0      EV   \n",
+       "21791   2013      1   25    2203.0      137.0      36.0      162.0      EV   \n",
+       "21792   2013      1   25    2205.0      230.0      25.0      239.0      DL   \n",
+       "21793   2013      1   25    2206.0      151.0     124.0      197.0      EV   \n",
+       "21795   2013      1   25    2214.0      135.0     130.0      226.0      MQ   \n",
+       "21797   2013      1   25    2221.0      141.0      51.0      163.0      EV   \n",
+       "21798   2013      1   25    2221.0      197.0      17.0      231.0      EV   \n",
+       "21799   2013      1   25    2232.0      165.0    2356.0      164.0      EV   \n",
+       "21800   2013      1   25    2232.0      182.0     130.0      167.0      DL   \n",
+       "21801   2013      1   25    2237.0      182.0     153.0      213.0      EV   \n",
+       "21802   2013      1   25    2238.0       63.0     223.0       93.0      AA   \n",
+       "21804   2013      1   25    2245.0       98.0     126.0      124.0      EV   \n",
+       "21805   2013      1   25    2247.0       82.0    2346.0       82.0      EV   \n",
+       "21808   2013      1   25    2251.0      171.0     114.0      207.0      9E   \n",
+       "21809   2013      1   25    2252.0       83.0      19.0       94.0      EV   \n",
+       "21811   2013      1   25    2254.0      114.0     323.0      172.0      DL   \n",
+       "21812   2013      1   25    2302.0       63.0       8.0       52.0      DL   \n",
+       "21813   2013      1   25    2305.0       96.0    2357.0       93.0      EV   \n",
+       "21814   2013      1   25    2310.0      220.0     214.0      207.0      DL   \n",
+       "21815   2013      1   25    2322.0      287.0     154.0      266.0      B6   \n",
+       "21816   2013      1   25    2322.0      102.0      48.0      102.0      B6   \n",
+       "21817   2013      1   25    2327.0      152.0     119.0      149.0      MQ   \n",
+       "21818   2013      1   25    2332.0      227.0      54.0      229.0      EV   \n",
+       "21820   2013      1   25    2343.0      163.0      46.0      155.0      US   \n",
+       "21821   2013      1   25    2353.0      253.0     144.0      278.0      9E   \n",
+       "21822   2013      1   25    2353.0       63.0     104.0       57.0      B6   \n",
+       "21860   2013      1   26     107.0      137.0     229.0      142.0      B6   \n",
+       "21944   2013      1   26     735.0       80.0     946.0       86.0      US   \n",
+       "21960   2013      1   26     802.0       67.0     923.0       58.0      WN   \n",
+       "21979   2013      1   26     812.0      122.0    1100.0      118.0      B6   \n",
+       "22012   2013      1   26     851.0      141.0    1351.0      131.0      AA   \n",
+       "22044   2013      1   26     918.0       67.0    1110.0       55.0      EV   \n",
+       "22059   2013      1   26     932.0       93.0    1038.0       89.0      EV   \n",
+       "22096   2013      1   26    1054.0      114.0    1336.0       97.0      B6   \n",
+       "22104   2013      1   26    1101.0       92.0    1536.0       69.0      B6   \n",
+       "22111   2013      1   26    1121.0      111.0    1246.0      105.0      9E   \n",
+       "22145   2013      1   26    1202.0       72.0    1503.0       58.0      B6   \n",
+       "22181   2013      1   26    1318.0      138.0    1507.0      172.0      MQ   \n",
+       "22197   2013      1   26    1342.0      133.0    1639.0      121.0      B6   \n",
+       "22205   2013      1   26    1351.0       61.0    1636.0       46.0      DL   \n",
+       "22209   2013      1   26    1401.0       61.0    1455.0       47.0      EV   \n",
+       "22214   2013      1   26    1408.0       65.0    1523.0       59.0      B6   \n",
+       "22215   2013      1   26    1409.0      349.0    1528.0      351.0      9E   \n",
+       "22219   2013      1   26    1414.0       64.0    1520.0       56.0      EV   \n",
+       "22243   2013      1   26    1446.0      107.0    1748.0      112.0      B6   \n",
+       "22244   2013      1   26    1447.0      204.0    1722.0      213.0      UA   \n",
+       "22272   2013      1   26    1509.0       64.0    1829.0       84.0      B6   \n",
+       "22275   2013      1   26    1513.0      118.0    1824.0      121.0      UA   \n",
+       "22313   2013      1   26    1556.0       66.0    1740.0       60.0      MQ   \n",
+       "22358   2013      1   26    1654.0       85.0    1900.0       83.0      EV   \n",
+       "22373   2013      1   26    1706.0       66.0    1953.0       46.0      UA   \n",
+       "22376   2013      1   26    1708.0       83.0    2021.0       71.0      AA   \n",
+       "22379   2013      1   26    1714.0      109.0    1831.0       96.0      MQ   \n",
+       "22393   2013      1   26    1727.0       77.0    1822.0       51.0      9E   \n",
+       "22403   2013      1   26    1739.0      144.0    2007.0      117.0      UA   \n",
+       "22433   2013      1   26    1823.0      153.0    2038.0      133.0      9E   \n",
+       "22484   2013      1   26    1948.0       79.0    2300.0       70.0      UA   \n",
+       "22506   2013      1   26    2046.0       76.0    2148.0       58.0      EV   \n",
+       "22508   2013      1   26    2056.0       87.0    2209.0       75.0      EV   \n",
+       "22528   2013      1   26    2312.0      186.0      40.0      177.0      UA   \n",
+       "22589   2013      1   27     704.0       64.0     815.0       59.0      EV   \n",
+       "22617   2013      1   27     747.0      107.0    1024.0       78.0      B6   \n",
+       "22660   2013      1   27     829.0      100.0    1044.0       92.0      UA   \n",
+       "22711   2013      1   27     923.0      114.0    1036.0      106.0      B6   \n",
+       "22755   2013      1   27    1024.0      134.0    1314.0      118.0      DL   \n",
+       "22765   2013      1   27    1049.0      162.0    1229.0      139.0      B6   \n",
+       "22774   2013      1   27    1059.0       99.0    1342.0       57.0      AA   \n",
+       "22831   2013      1   27    1224.0      174.0    1415.0      192.0      9E   \n",
+       "22895   2013      1   27    1401.0       62.0    1458.0       38.0      EV   \n",
+       "22900   2013      1   27    1410.0      190.0    1702.0      169.0      UA   \n",
+       "22901   2013      1   27    1411.0       81.0    1557.0       68.0      EV   \n",
+       "22920   2013      1   27    1437.0       77.0    1537.0       61.0      EV   \n",
+       "22963   2013      1   27    1511.0       81.0    1823.0       68.0      US   \n",
+       "22967   2013      1   27    1514.0       64.0    1710.0       53.0      EV   \n",
+       "22974   2013      1   27    1522.0      134.0    1809.0      147.0      FL   \n",
+       "22976   2013      1   27    1523.0      102.0    2128.0      107.0      UA   \n",
+       "23030   2013      1   27    1619.0       83.0    1728.0       64.0      9E   \n",
+       "23033   2013      1   27    1620.0       76.0    1748.0       68.0      EV   \n",
+       "23037   2013      1   27    1624.0      114.0    1921.0      106.0      AA   \n",
+       "23042   2013      1   27    1628.0      211.0    1720.0      206.0      EV   \n",
+       "23058   2013      1   27    1636.0      111.0    1851.0      137.0      EV   \n",
+       "23063   2013      1   27    1640.0       90.0    1819.0       84.0      MQ   \n",
+       "23066   2013      1   27    1644.0       84.0    1751.0       57.0      9E   \n",
+       "23085   2013      1   27    1701.0      136.0    1814.0      128.0      9E   \n",
+       "23091   2013      1   27    1705.0       65.0    2010.0       45.0      AA   \n",
+       "23096   2013      1   27    1711.0       86.0    1823.0       82.0      UA   \n",
+       "23100   2013      1   27    1715.0       65.0    1830.0       58.0      9E   \n",
+       "23158   2013      1   27    1812.0       88.0    1947.0       87.0      EV   \n",
+       "23208   2013      1   27    1901.0       61.0    2010.0       55.0      B6   \n",
+       "23210   2013      1   27    1902.0       92.0    2149.0       87.0      UA   \n",
+       "23221   2013      1   27    1917.0      202.0    2101.0      192.0      B6   \n",
+       "23223   2013      1   27    1920.0       75.0    2048.0       73.0      WN   \n",
+       "23235   2013      1   27    1930.0      187.0    2034.0      184.0      EV   \n",
+       "23236   2013      1   27    1931.0       71.0    2107.0       62.0      AA   \n",
+       "23245   2013      1   27    1937.0       99.0    2154.0      100.0      EV   \n",
+       "23270   2013      1   27    2007.0      107.0    2305.0      110.0      B6   \n",
+       "23273   2013      1   27    2017.0       61.0    2127.0       49.0      EV   \n",
+       "23280   2013      1   27    2022.0       62.0    2150.0       50.0      AA   \n",
+       "23282   2013      1   27    2025.0      135.0    2203.0      132.0      UA   \n",
+       "23285   2013      1   27    2030.0       89.0    2217.0       95.0      UA   \n",
+       "23286   2013      1   27    2032.0      197.0    2304.0      165.0      DL   \n",
+       "23301   2013      1   27    2053.0      158.0    2248.0      131.0      9E   \n",
+       "23307   2013      1   27    2100.0       68.0    2158.0       56.0      EV   \n",
+       "23310   2013      1   27    2104.0       64.0    2234.0       49.0      EV   \n",
+       "23313   2013      1   27    2111.0      181.0    2329.0      172.0      9E   \n",
+       "23316   2013      1   27    2117.0       72.0    2357.0       46.0      UA   \n",
+       "23321   2013      1   27    2124.0      129.0    2311.0      120.0      9E   \n",
+       "23322   2013      1   27    2128.0      101.0    2236.0       84.0      EV   \n",
+       "23326   2013      1   27    2133.0      113.0    2253.0      113.0      WN   \n",
+       "23329   2013      1   27    2144.0       75.0    2339.0       81.0      EV   \n",
+       "23333   2013      1   27    2152.0       90.0      47.0       79.0      UA   \n",
+       "23337   2013      1   27    2235.0      150.0    2359.0      146.0      EV   \n",
+       "23343   2013      1   27    2308.0       99.0       4.0       90.0      EV   \n",
+       "23477   2013      1   28     728.0       81.0     944.0       85.0      EV   \n",
+       "23489   2013      1   28     746.0       61.0    1000.0       40.0      UA   \n",
+       "23493   2013      1   28     748.0      103.0    1001.0      116.0      MQ   \n",
+       "23495   2013      1   28     751.0       81.0    1033.0       66.0      B6   \n",
+       "23510   2013      1   28     803.0      123.0    1108.0      122.0      B6   \n",
+       "23518   2013      1   28     809.0       84.0     911.0       74.0      EV   \n",
+       "23536   2013      1   28     823.0      110.0     958.0      105.0      EV   \n",
+       "23551   2013      1   28     837.0      132.0     957.0      133.0      EV   \n",
+       "23588   2013      1   28     900.0       61.0    1120.0       70.0      EV   \n",
+       "23598   2013      1   28     910.0       78.0    1208.0       70.0      UA   \n",
+       "23602   2013      1   28     915.0       65.0    1039.0       44.0      MQ   \n",
+       "23621   2013      1   28     951.0       66.0    1112.0       66.0      EV   \n",
+       "23634   2013      1   28     957.0      107.0    1120.0      116.0      B6   \n",
+       "23647   2013      1   28    1015.0      115.0    1150.0      112.0      9E   \n",
+       "23650   2013      1   28    1018.0       98.0    1335.0       91.0      B6   \n",
+       "23678   2013      1   28    1100.0       70.0    1221.0       77.0      B6   \n",
+       "23722   2013      1   28    1200.0      210.0    1351.0      206.0      AA   \n",
+       "23728   2013      1   28    1216.0       61.0    1407.0       57.0      MQ   \n",
+       "23732   2013      1   28    1225.0      139.0    1502.0      163.0      EV   \n",
+       "23749   2013      1   28    1256.0       86.0    1443.0       88.0      WN   \n",
+       "23757   2013      1   28    1303.0       63.0    1530.0       90.0      US   \n",
+       "23794   2013      1   28    1400.0      180.0    1556.0      221.0      MQ   \n",
+       "23823   2013      1   28    1443.0       81.0    1731.0       67.0      B6   \n",
+       "23844   2013      1   28    1459.0       78.0    2113.0       98.0      UA   \n",
+       "23855   2013      1   28    1514.0       89.0    1630.0       92.0      B6   \n",
+       "23856   2013      1   28    1517.0       62.0    1720.0       58.0      EV   \n",
+       "23860   2013      1   28    1520.0       90.0    1717.0       92.0      MQ   \n",
+       "23868   2013      1   28    1529.0       90.0    1647.0       90.0      EV   \n",
+       "23871   2013      1   28    1531.0       86.0    1840.0       95.0      B6   \n",
+       "23873   2013      1   28    1532.0      227.0    1749.0      219.0      DL   \n",
+       "23890   2013      1   28    1552.0       62.0    1757.0       72.0      EV   \n",
+       "23893   2013      1   28    1553.0       98.0    1806.0       88.0      DL   \n",
+       "23902   2013      1   28    1555.0       71.0    1847.0       45.0      UA   \n",
+       "23914   2013      1   28    1611.0       95.0    1711.0       88.0      EV   \n",
+       "23923   2013      1   28    1627.0       70.0    1916.0       60.0      B6   \n",
+       "23939   2013      1   28    1644.0       95.0    1904.0       83.0      EV   \n",
+       "23952   2013      1   28    1658.0      103.0    1837.0       97.0      MQ   \n",
+       "23967   2013      1   28    1709.0       79.0    1822.0       72.0      WN   \n",
+       "23974   2013      1   28    1716.0       91.0    1949.0       92.0      DL   \n",
+       "23975   2013      1   28    1717.0       62.0    1931.0       60.0      DL   \n",
+       "23985   2013      1   28    1726.0       81.0    2016.0       51.0      9E   \n",
+       "23990   2013      1   28    1729.0       84.0    1833.0       39.0      9E   \n",
+       "23992   2013      1   28    1731.0       71.0    2054.0       51.0      US   \n",
+       "24000   2013      1   28    1739.0       70.0    2018.0       47.0      B6   \n",
+       "24004   2013      1   28    1743.0      167.0    1916.0      172.0      9E   \n",
+       "24014   2013      1   28    1751.0      101.0    2031.0       74.0      DL   \n",
+       "24023   2013      1   28    1759.0       79.0    1928.0       72.0      EV   \n",
+       "24032   2013      1   28    1806.0       66.0    2253.0      183.0      AA   \n",
+       "24035   2013      1   28    1810.0       95.0    2108.0       83.0      WN   \n",
+       "24036   2013      1   28    1813.0       73.0    2031.0       56.0      DL   \n",
+       "24039   2013      1   28    1817.0      172.0    1920.0      145.0      MQ   \n",
+       "24041   2013      1   28    1818.0      103.0    1940.0       90.0      MQ   \n",
+       "24042   2013      1   28    1819.0       69.0    2113.0       58.0      AA   \n",
+       "24049   2013      1   28    1825.0      101.0    2009.0       82.0      EV   \n",
+       "24064   2013      1   28    1842.0       72.0    2002.0       67.0      WN   \n",
+       "24065   2013      1   28    1847.0      102.0    1950.0       80.0      MQ   \n",
+       "24077   2013      1   28    1854.0      295.0    2127.0      271.0      UA   \n",
+       "24082   2013      1   28    1857.0      268.0    2136.0      294.0      DL   \n",
+       "24085   2013      1   28    1858.0       98.0    2143.0       63.0      AA   \n",
+       "24088   2013      1   28    1904.0      169.0    2140.0      175.0      WN   \n",
+       "24101   2013      1   28    1918.0      138.0    2029.0      109.0      MQ   \n",
+       "24105   2013      1   28    1921.0      201.0    2044.0      192.0      9E   \n",
+       "24107   2013      1   28    1923.0       63.0    2244.0       54.0      AA   \n",
+       "24110   2013      1   28    1925.0      115.0    2058.0       95.0      US   \n",
+       "24121   2013      1   28    1937.0      122.0    2110.0      108.0      B6   \n",
+       "24145   2013      1   28    2020.0      280.0    2201.0      285.0      9E   \n",
+       "24147   2013      1   28    2025.0       81.0    2147.0       81.0      EV   \n",
+       "24148   2013      1   28    2026.0      127.0    2135.0      123.0      EV   \n",
+       "24155   2013      1   28    2032.0       67.0    2148.0       63.0      9E   \n",
+       "24157   2013      1   28    2033.0       98.0    2244.0      104.0      MQ   \n",
+       "24163   2013      1   28    2040.0      160.0    2142.0      152.0      WN   \n",
+       "24173   2013      1   28    2054.0       69.0    2329.0       48.0      9E   \n",
+       "24178   2013      1   28    2106.0       66.0    2313.0       49.0      9E   \n",
+       "24182   2013      1   28    2114.0      179.0    2335.0      183.0      EV   \n",
+       "24194   2013      1   28    2141.0       72.0      57.0        NaN      EV   \n",
+       "24198   2013      1   28    2149.0       69.0      35.0       50.0      B6   \n",
+       "24199   2013      1   28    2150.0       81.0    2301.0       81.0      9E   \n",
+       "24203   2013      1   28    2157.0      117.0      37.0       79.0      UA   \n",
+       "24206   2013      1   28    2201.0       66.0       3.0       73.0      MQ   \n",
+       "24207   2013      1   28    2202.0      142.0    2353.0      148.0      MQ   \n",
+       "24208   2013      1   28    2209.0      189.0    2354.0      177.0      9E   \n",
+       "24210   2013      1   28    2217.0      172.0      43.0      134.0      DL   \n",
+       "24211   2013      1   28    2238.0      268.0     121.0      257.0      UA   \n",
+       "24213   2013      1   28    2243.0       96.0      55.0       93.0      EV   \n",
+       "24216   2013      1   28    2254.0      204.0      40.0      169.0      9E   \n",
+       "24218   2013      1   28    2321.0      196.0     145.0      167.0      UA   \n",
+       "24435   2013      1   29     802.0       62.0    1049.0       52.0      B6   \n",
+       "24455   2013      1   29     818.0      108.0    1031.0      104.0      EV   \n",
+       "24541   2013      1   29     946.0       76.0    1106.0       43.0      9E   \n",
+       "24594   2013      1   29    1057.0      178.0    1315.0      174.0      EV   \n",
+       "24600   2013      1   29    1106.0       97.0    1201.0       77.0      EV   \n",
+       "24604   2013      1   29    1110.0       75.0    1213.0       73.0      9E   \n",
+       "24786   2013      1   29    1459.0       90.0    1612.0      101.0      EV   \n",
+       "24861   2013      1   29    1608.0       83.0    1753.0       79.0      EV   \n",
+       "24924   2013      1   29    1711.0      101.0    2044.0       94.0      AA   \n",
+       "24928   2013      1   29    1716.0       66.0    1957.0      117.0      AA   \n",
+       "24946   2013      1   29    1732.0       64.0    1836.0       61.0      EV   \n",
+       "24986   2013      1   29    1821.0       61.0    2008.0       53.0      AA   \n",
+       "24992   2013      1   29    1828.0       98.0    1951.0       91.0      AA   \n",
+       "25002   2013      1   29    1837.0       77.0    2035.0       85.0      AA   \n",
+       "25030   2013      1   29    1904.0      124.0    2056.0      137.0      UA   \n",
+       "25037   2013      1   29    1908.0       83.0    2250.0      115.0      AA   \n",
+       "25039   2013      1   29    1911.0      126.0    2244.0      154.0      AA   \n",
+       "25044   2013      1   29    1916.0      161.0    2116.0      140.0      EV   \n",
+       "25049   2013      1   29    1923.0       83.0    2100.0       81.0      UA   \n",
+       "25057   2013      1   29    1932.0       93.0    2200.0      106.0      EV   \n",
+       "25058   2013      1   29    1932.0      217.0    2127.0      218.0      B6   \n",
+       "25076   2013      1   29    1949.0      109.0    2258.0      114.0      UA   \n",
+       "25095   2013      1   29    2005.0       65.0    2207.0       62.0      EV   \n",
+       "25096   2013      1   29    2005.0       61.0    2121.0       55.0      EV   \n",
+       "25117   2013      1   29    2040.0      235.0    2230.0      217.0      EV   \n",
+       "25121   2013      1   29    2042.0      102.0    2155.0       75.0      UA   \n",
+       "25152   2013      1   29    2159.0       79.0     101.0       76.0      B6   \n",
+       "25154   2013      1   29    2202.0      117.0      35.0       84.0      UA   \n",
+       "25176   2013      1   30       3.0      124.0     100.0      114.0      EV   \n",
+       "25293   2013      1   30     740.0       70.0     936.0       51.0      EV   \n",
+       "25372   2013      1   30     855.0      150.0    1051.0      187.0      EV   \n",
+       "25412   2013      1   30     948.0       68.0    1051.0       48.0      9E   \n",
+       "25414   2013      1   30     949.0      199.0    1231.0      224.0      EV   \n",
+       "25424   2013      1   30     957.0       74.0    1301.0      106.0      EV   \n",
+       "25427   2013      1   30    1005.0       85.0    1213.0      103.0      EV   \n",
+       "25443   2013      1   30    1025.0      230.0       NaN        NaN      B6   \n",
+       "25449   2013      1   30    1030.0       61.0    1203.0       79.0      EV   \n",
+       "25451   2013      1   30    1033.0       95.0    1327.0      129.0      EV   \n",
+       "25452   2013      1   30    1034.0       94.0    1341.0       81.0      AA   \n",
+       "25454   2013      1   30    1037.0      158.0    1201.0      167.0      EV   \n",
+       "25469   2013      1   30    1103.0      184.0    1222.0      186.0      EV   \n",
+       "25472   2013      1   30    1107.0       61.0    1217.0       56.0      EV   \n",
+       "25477   2013      1   30    1114.0      195.0    1319.0      189.0      EV   \n",
+       "25479   2013      1   30    1116.0      151.0    1250.0      155.0      9E   \n",
+       "25481   2013      1   30    1118.0      169.0    1232.0      157.0      EV   \n",
+       "25491   2013      1   30    1134.0       94.0    1245.0       82.0      EV   \n",
+       "25496   2013      1   30    1145.0      222.0    1409.0      224.0      EV   \n",
+       "25510   2013      1   30    1200.0      195.0    1329.0      203.0      EV   \n",
+       "25515   2013      1   30    1206.0       66.0    1317.0       63.0      US   \n",
+       "25520   2013      1   30    1217.0       62.0    1345.0       48.0      EV   \n",
+       "25521   2013      1   30    1220.0      265.0    1425.0      253.0      9E   \n",
+       "25525   2013      1   30    1222.0       67.0    1402.0      107.0      OO   \n",
+       "25532   2013      1   30    1232.0      250.0    1422.0      243.0      EV   \n",
+       "25544   2013      1   30    1255.0      101.0    1500.0       75.0      UA   \n",
+       "25545   2013      1   30    1257.0      135.0    1419.0      133.0      EV   \n",
+       "25550   2013      1   30    1302.0       62.0    1613.0      103.0      MQ   \n",
+       "25551   2013      1   30    1304.0      178.0    1527.0      188.0      EV   \n",
+       "25563   2013      1   30    1321.0      237.0    1509.0      231.0      EV   \n",
+       "25584   2013      1   30    1356.0      121.0    1459.0      115.0      9E   \n",
+       "25586   2013      1   30    1403.0       63.0    1548.0       58.0      MQ   \n",
+       "25588   2013      1   30    1412.0       73.0    1510.0       68.0      EV   \n",
+       "25600   2013      1   30    1430.0       90.0    1607.0       87.0      AA   \n",
+       "25602   2013      1   30    1434.0       74.0    1549.0       73.0      EV   \n",
+       "25612   2013      1   30    1448.0       88.0    1647.0       99.0      EV   \n",
+       "25613   2013      1   30    1449.0      119.0    1659.0       99.0      WN   \n",
+       "25634   2013      1   30    1507.0       98.0    1606.0       95.0      EV   \n",
+       "25635   2013      1   30    1508.0       68.0    1708.0       69.0      EV   \n",
+       "25638   2013      1   30    1511.0       96.0    1803.0       90.0      B6   \n",
+       "25643   2013      1   30    1520.0       85.0    1643.0       73.0      WN   \n",
+       "25646   2013      1   30    1523.0      113.0    1827.0      107.0      AA   \n",
+       "25647   2013      1   30    1523.0       98.0    1754.0       73.0      B6   \n",
+       "25658   2013      1   30    1540.0      145.0    1635.0      144.0      EV   \n",
+       "25665   2013      1   30    1551.0       76.0    1701.0       62.0      YV   \n",
+       "25670   2013      1   30    1556.0       87.0    1751.0       69.0      DL   \n",
+       "25680   2013      1   30    1609.0       82.0    1841.0      107.0      EV   \n",
+       "25689   2013      1   30    1614.0       75.0    1911.0       74.0      B6   \n",
+       "25694   2013      1   30    1619.0      169.0    1921.0      196.0      DL   \n",
+       "25695   2013      1   30    1619.0      124.0    1917.0      113.0      B6   \n",
+       "25700   2013      1   30    1629.0      114.0    1924.0      102.0      DL   \n",
+       "25701   2013      1   30    1630.0       61.0    1801.0       59.0      EV   \n",
+       "25708   2013      1   30    1638.0       78.0    1758.0       74.0      EV   \n",
+       "25709   2013      1   30    1638.0      210.0    1937.0      235.0      FL   \n",
+       "25716   2013      1   30    1649.0      114.0    1817.0      100.0      9E   \n",
+       "25724   2013      1   30    1658.0       70.0    1958.0       88.0      DL   \n",
+       "25732   2013      1   30    1711.0       71.0    2031.0       81.0      B6   \n",
+       "25740   2013      1   30    1717.0      102.0    2027.0       97.0      AA   \n",
+       "25742   2013      1   30    1723.0       83.0    2015.0      101.0      FL   \n",
+       "25745   2013      1   30    1729.0      119.0    1856.0      105.0      9E   \n",
+       "25764   2013      1   30    1752.0      127.0    1921.0       97.0      UA   \n",
+       "25769   2013      1   30    1759.0      124.0    1958.0      129.0      B6   \n",
+       "25772   2013      1   30    1803.0       88.0    2118.0       86.0      B6   \n",
+       "25775   2013      1   30    1805.0      130.0    2105.0      118.0      DL   \n",
+       "25776   2013      1   30    1806.0       81.0    2012.0       72.0      DL   \n",
+       "25779   2013      1   30    1809.0      149.0    1940.0      144.0      9E   \n",
+       "25781   2013      1   30    1809.0       64.0    2006.0       61.0      WN   \n",
+       "25782   2013      1   30    1810.0       64.0    1923.0       49.0      B6   \n",
+       "25787   2013      1   30    1814.0      149.0    2155.0      220.0      DL   \n",
+       "25789   2013      1   30    1815.0       76.0    1933.0       71.0      UA   \n",
+       "25790   2013      1   30    1819.0       79.0    2134.0       84.0      UA   \n",
+       "25793   2013      1   30    1820.0      140.0    2128.0      145.0      B6   \n",
+       "25794   2013      1   30    1823.0      108.0    2043.0      107.0      EV   \n",
+       "25796   2013      1   30    1825.0       85.0    2151.0      136.0      DL   \n",
+       "25798   2013      1   30    1827.0      102.0    2038.0       92.0      9E   \n",
+       "25800   2013      1   30    1828.0       93.0    2214.0      105.0      DL   \n",
+       "25802   2013      1   30    1828.0      138.0    1955.0      119.0      EV   \n",
+       "25812   2013      1   30    1837.0       92.0    2005.0       95.0      MQ   \n",
+       "25814   2013      1   30    1841.0      132.0    2129.0      118.0      B6   \n",
+       "25815   2013      1   30    1844.0      129.0    1956.0      126.0      B6   \n",
+       "25817   2013      1   30    1846.0       96.0    1950.0       90.0      EV   \n",
+       "25821   2013      1   30    1851.0      181.0    2056.0      156.0      9E   \n",
+       "25831   2013      1   30    1900.0      175.0     127.0        NaN      DL   \n",
+       "25832   2013      1   30    1900.0       90.0    2017.0       82.0      WN   \n",
+       "25833   2013      1   30    1902.0      102.0    2215.0      102.0      DL   \n",
+       "25835   2013      1   30    1904.0      164.0    2227.0      144.0      US   \n",
+       "25836   2013      1   30    1904.0       64.0    2024.0       74.0      WN   \n",
+       "25839   2013      1   30    1907.0       92.0    2049.0       84.0      WN   \n",
+       "25841   2013      1   30    1913.0      133.0    2037.0      118.0      UA   \n",
+       "25842   2013      1   30    1913.0      224.0    2030.0      225.0      UA   \n",
+       "25846   2013      1   30    1915.0      115.0    2227.0      107.0      AA   \n",
+       "25847   2013      1   30    1915.0       70.0    2102.0       67.0      MQ   \n",
+       "25850   2013      1   30    1922.0       63.0    2035.0       63.0      EV   \n",
+       "25851   2013      1   30    1923.0      234.0    2216.0      219.0      UA   \n",
+       "25856   2013      1   30    1931.0      211.0    2301.0      208.0      DL   \n",
+       "25859   2013      1   30    1933.0      133.0    2112.0      117.0      AA   \n",
+       "25860   2013      1   30    1935.0      120.0    2122.0      120.0      B6   \n",
+       "25862   2013      1   30    1936.0       86.0    2150.0       73.0      9E   \n",
+       "25863   2013      1   30    1936.0      191.0    2240.0      166.0      B6   \n",
+       "25864   2013      1   30    1936.0       88.0    2103.0       74.0      UA   \n",
+       "25866   2013      1   30    1943.0      108.0    2239.0      106.0      B6   \n",
+       "25867   2013      1   30    1943.0       98.0    2103.0       88.0      WN   \n",
+       "25871   2013      1   30    1947.0       62.0    2324.0       63.0      DL   \n",
+       "25873   2013      1   30    1953.0      174.0     107.0        NaN      9E   \n",
+       "25875   2013      1   30    1957.0      103.0    2252.0       88.0      UA   \n",
+       "25885   2013      1   30    2003.0       83.0    2154.0       94.0      MQ   \n",
+       "25886   2013      1   30    2003.0       78.0    2143.0       73.0      MQ   \n",
+       "25887   2013      1   30    2004.0       84.0    2127.0       79.0      EV   \n",
+       "25889   2013      1   30    2006.0      111.0    2247.0       77.0      AS   \n",
+       "25891   2013      1   30    2008.0      154.0    2111.0      137.0      B6   \n",
+       "25896   2013      1   30    2017.0      227.0    2154.0      227.0      EV   \n",
+       "25897   2013      1   30    2017.0       73.0    2142.0       76.0      EV   \n",
+       "25899   2013      1   30    2023.0       83.0    2256.0       82.0      FL   \n",
+       "25903   2013      1   30    2031.0       96.0    2342.0       57.0      VX   \n",
+       "25907   2013      1   30    2034.0      139.0    2203.0      125.0      9E   \n",
+       "25909   2013      1   30    2039.0      189.0    2340.0      197.0      UA   \n",
+       "25911   2013      1   30    2042.0      177.0    2339.0      177.0      B6   \n",
+       "25912   2013      1   30    2044.0       64.0    2202.0       62.0      WN   \n",
+       "25915   2013      1   30    2051.0      142.0    2305.0      153.0      US   \n",
+       "25920   2013      1   30    2057.0      132.0    2250.0      120.0      EV   \n",
+       "25922   2013      1   30    2059.0      129.0    2316.0      141.0      US   \n",
+       "25926   2013      1   30    2102.0       62.0    2228.0       41.0      9E   \n",
+       "25927   2013      1   30    2104.0      214.0    2326.0      243.0      US   \n",
+       "25931   2013      1   30    2109.0      124.0    2224.0      104.0      WN   \n",
+       "25933   2013      1   30    2117.0      122.0    2253.0      102.0      9E   \n",
+       "25936   2013      1   30    2124.0      140.0    2351.0      162.0      EV   \n",
+       "25937   2013      1   30    2124.0       79.0    2327.0       83.0      EV   \n",
+       "25940   2013      1   30    2131.0       76.0    2313.0       63.0      MQ   \n",
+       "25941   2013      1   30    2132.0      107.0    2253.0      108.0      EV   \n",
+       "25942   2013      1   30    2134.0      199.0    2326.0      169.0      9E   \n",
+       "25944   2013      1   30    2138.0      248.0    2352.0      235.0      F9   \n",
+       "25948   2013      1   30    2155.0      160.0    2400.0      143.0      EV   \n",
+       "25950   2013      1   30    2204.0      124.0      24.0      136.0      EV   \n",
+       "25951   2013      1   30    2204.0      169.0      58.0      166.0      B6   \n",
+       "25952   2013      1   30    2205.0       65.0    2314.0       49.0      WN   \n",
+       "25953   2013      1   30    2207.0       97.0     127.0       97.0      B6   \n",
+       "25954   2013      1   30    2214.0       67.0     132.0      130.0      EV   \n",
+       "25955   2013      1   30    2215.0      155.0     107.0      138.0      B6   \n",
+       "25956   2013      1   30    2219.0      170.0      50.0      169.0      EV   \n",
+       "25957   2013      1   30    2224.0      144.0    2316.0      135.0      EV   \n",
+       "25958   2013      1   30    2233.0      153.0     110.0      147.0      DL   \n",
+       "25959   2013      1   30    2237.0      112.0       9.0      113.0      9E   \n",
+       "25960   2013      1   30    2238.0      157.0       6.0      146.0      UA   \n",
+       "25962   2013      1   30    2244.0       75.0    2341.0       77.0      EV   \n",
+       "25964   2013      1   30    2248.0       73.0     149.0       73.0      B6   \n",
+       "25965   2013      1   30    2250.0       85.0       9.0       79.0      MQ   \n",
+       "25966   2013      1   30    2252.0       87.0    2345.0       81.0      EV   \n",
+       "25967   2013      1   30    2300.0      150.0      23.0      137.0      FL   \n",
+       "25968   2013      1   30    2301.0      139.0      41.0      130.0      EV   \n",
+       "25969   2013      1   30    2312.0      152.0     227.0      162.0      B6   \n",
+       "25972   2013      1   30    2315.0      235.0     124.0      243.0      9E   \n",
+       "25973   2013      1   30    2322.0      202.0     129.0      185.0      9E   \n",
+       "26076   2013      1   31       1.0      181.0     124.0      179.0      WN   \n",
+       "26079   2013      1   31      12.0       82.0     132.0       85.0      B6   \n",
+       "26080   2013      1   31      26.0      152.0     328.0      158.0      B6   \n",
+       "26081   2013      1   31      34.0      155.0     135.0      140.0      EV   \n",
+       "26082   2013      1   31      37.0      108.0     132.0       95.0      B6   \n",
+       "26083   2013      1   31      54.0      124.0     152.0      113.0      B6   \n",
+       "26189   2013      1   31     732.0       62.0     952.0       65.0      EV   \n",
+       "26217   2013      1   31     804.0       94.0    1023.0       98.0      EV   \n",
+       "26232   2013      1   31     817.0      122.0    1022.0      122.0      US   \n",
+       "26234   2013      1   31     819.0       74.0    1113.0      100.0      EV   \n",
+       "26237   2013      1   31     820.0      110.0     955.0      115.0      EV   \n",
+       "26278   2013      1   31     857.0      147.0    1111.0      148.0      US   \n",
+       "26295   2013      1   31     908.0       78.0    1112.0       92.0      9E   \n",
+       "26300   2013      1   31     913.0      133.0    1046.0      130.0      UA   \n",
+       "26308   2013      1   31     924.0       62.0    1147.0       88.0      EV   \n",
+       "26312   2013      1   31     928.0       78.0    1133.0       98.0      MQ   \n",
+       "26317   2013      1   31     941.0       91.0    1214.0      127.0      EV   \n",
+       "26341   2013      1   31    1008.0       88.0    1202.0       92.0      MQ   \n",
+       "26342   2013      1   31    1011.0       71.0    1320.0       53.0      DL   \n",
+       "26348   2013      1   31    1021.0      112.0    1218.0      126.0      EV   \n",
+       "26360   2013      1   31    1044.0      129.0    1324.0      139.0      MQ   \n",
+       "26382   2013      1   31    1109.0       69.0    1310.0       61.0      US   \n",
+       "26397   2013      1   31    1131.0       61.0    1315.0       60.0      MQ   \n",
+       "26401   2013      1   31    1135.0      100.0    1252.0      112.0      9E   \n",
+       "26413   2013      1   31    1158.0      228.0    1258.0      214.0      B6   \n",
+       "26424   2013      1   31    1218.0      138.0    1313.0      125.0      US   \n",
+       "26428   2013      1   31    1224.0       84.0    1539.0       75.0      DL   \n",
+       "26436   2013      1   31    1242.0       88.0    1508.0       83.0      UA   \n",
+       "26451   2013      1   31    1305.0      245.0    1407.0      227.0      US   \n",
+       "26452   2013      1   31    1308.0      128.0    1417.0      114.0      EV   \n",
+       "26453   2013      1   31    1308.0      243.0    1416.0      227.0      B6   \n",
+       "26467   2013      1   31    1330.0       90.0    1613.0      101.0      EV   \n",
+       "26470   2013      1   31    1336.0      136.0    1559.0      143.0      EV   \n",
+       "26483   2013      1   31    1357.0      161.0    1657.0      163.0      UA   \n",
+       "26487   2013      1   31    1402.0      192.0    1545.0      198.0      EV   \n",
+       "26488   2013      1   31    1407.0       92.0    1609.0      114.0      MQ   \n",
+       "26496   2013      1   31    1421.0       66.0    1529.0       58.0      EV   \n",
+       "26498   2013      1   31    1423.0      123.0    1557.0      134.0      B6   \n",
+       "26504   2013      1   31    1432.0       72.0    1729.0       56.0      UA   \n",
+       "26512   2013      1   31    1441.0      101.0    1710.0       93.0      DL   \n",
+       "26513   2013      1   31    1441.0       77.0    1800.0       96.0      B6   \n",
+       "26521   2013      1   31    1448.0      105.0    1635.0      131.0      B6   \n",
+       "26523   2013      1   31    1450.0       81.0    1804.0       77.0      UA   \n",
+       "26524   2013      1   31    1452.0       82.0    1753.0       73.0      AA   \n",
+       "26539   2013      1   31    1506.0       97.0    1709.0      103.0      EV   \n",
+       "26542   2013      1   31    1509.0       99.0    1847.0      102.0      WN   \n",
+       "26544   2013      1   31    1510.0       75.0    1640.0       70.0      WN   \n",
+       "26545   2013      1   31    1513.0      134.0    1611.0      123.0      UA   \n",
+       "26560   2013      1   31    1539.0       64.0    1900.0       72.0      B6   \n",
+       "26573   2013      1   31    1552.0      137.0    1914.0      161.0      B6   \n",
+       "26589   2013      1   31    1601.0      131.0    1922.0      127.0      US   \n",
+       "26603   2013      1   31    1614.0      119.0    1827.0      125.0      EV   \n",
+       "26607   2013      1   31    1620.0       76.0    1808.0       88.0      EV   \n",
+       "26611   2013      1   31    1621.0      116.0    1823.0      113.0      EV   \n",
+       "26624   2013      1   31    1635.0       85.0    1922.0      132.0      MQ   \n",
+       "26631   2013      1   31    1650.0      110.0    2019.0      114.0      AA   \n",
+       "26633   2013      1   31    1652.0      117.0    1820.0      103.0      9E   \n",
+       "26646   2013      1   31    1658.0      119.0    2024.0      147.0      B6   \n",
+       "26654   2013      1   31    1704.0      115.0    1957.0      136.0      EV   \n",
+       "26663   2013      1   31    1712.0      104.0    1908.0      148.0      EV   \n",
+       "26669   2013      1   31    1716.0       81.0    2050.0      103.0      DL   \n",
+       "26671   2013      1   31    1718.0       83.0    1903.0       77.0      B6   \n",
+       "26672   2013      1   31    1719.0      170.0    1928.0      166.0      DL   \n",
+       "26679   2013      1   31    1728.0       93.0    2049.0      159.0      EV   \n",
+       "26685   2013      1   31    1739.0       69.0    2125.0       65.0      VX   \n",
+       "26687   2013      1   31    1744.0       64.0    1945.0       55.0      MQ   \n",
+       "26694   2013      1   31    1759.0      129.0    2006.0      176.0      WN   \n",
+       "26697   2013      1   31    1802.0       93.0    2110.0       99.0      B6   \n",
+       "26704   2013      1   31    1809.0      100.0    2220.0      135.0      UA   \n",
+       "26708   2013      1   31    1811.0       66.0    2124.0       69.0      UA   \n",
+       "26709   2013      1   31    1814.0       74.0    1923.0       70.0      US   \n",
+       "26713   2013      1   31    1818.0       68.0    2043.0      104.0      EV   \n",
+       "26714   2013      1   31    1818.0      103.0    2222.0      141.0      US   \n",
+       "26725   2013      1   31    1826.0      184.0    2116.0      229.0      EV   \n",
+       "26730   2013      1   31    1832.0      122.0    2023.0      105.0      DL   \n",
+       "26731   2013      1   31    1832.0      117.0    2152.0      176.0      EV   \n",
+       "26734   2013      1   31    1837.0      287.0    2159.0      335.0      B6   \n",
+       "26735   2013      1   31    1837.0      122.0    2241.0      176.0      WN   \n",
+       "26736   2013      1   31    1840.0      140.0    2016.0      146.0      MQ   \n",
+       "26749   2013      1   31    1858.0       89.0    2224.0       98.0      DL   \n",
+       "26760   2013      1   31    1912.0       62.0    2232.0       62.0      AA   \n",
+       "26770   2013      1   31    1921.0      186.0    2154.0      189.0      WN   \n",
+       "26774   2013      1   31    1925.0      165.0    2121.0      166.0      WN   \n",
+       "26778   2013      1   31    1931.0       91.0    2053.0       98.0      B6   \n",
+       "26779   2013      1   31    1931.0       91.0    2246.0      102.0      UA   \n",
+       "26781   2013      1   31    1933.0      145.0    2303.0      160.0      B6   \n",
+       "26787   2013      1   31    1938.0      148.0    2055.0      155.0      EV   \n",
+       "26791   2013      1   31    1945.0       95.0    2158.0      133.0      MQ   \n",
+       "26792   2013      1   31    1945.0       95.0    2235.0       91.0      UA   \n",
+       "26793   2013      1   31    1945.0       95.0    2304.0      104.0      UA   \n",
+       "26795   2013      1   31    1948.0      143.0    2222.0      169.0      EV   \n",
+       "26796   2013      1   31    1950.0      150.0    2312.0      152.0      AA   \n",
+       "26801   2013      1   31    1955.0       95.0    2324.0       94.0      AA   \n",
+       "26803   2013      1   31    1955.0      170.0    2312.0      182.0      AA   \n",
+       "26804   2013      1   31    1956.0       87.0    2205.0       93.0      US   \n",
+       "26805   2013      1   31    1958.0       73.0    2349.0       88.0      DL   \n",
+       "26807   2013      1   31    2004.0      139.0    2304.0      142.0      B6   \n",
+       "26815   2013      1   31    2016.0      121.0    2208.0       96.0      EV   \n",
+       "26818   2013      1   31    2021.0       81.0    2306.0       92.0      FL   \n",
+       "26819   2013      1   31    2024.0       80.0    2213.0      107.0      EV   \n",
+       "26822   2013      1   31    2025.0      146.0    2254.0      160.0      EV   \n",
+       "26823   2013      1   31    2025.0      130.0    2313.0      103.0      AS   \n",
+       "26824   2013      1   31    2027.0      177.0    2154.0      179.0      WN   \n",
+       "26826   2013      1   31    2028.0      240.0    2145.0      250.0      EV   \n",
+       "26827   2013      1   31    2028.0      173.0    2225.0      180.0      WN   \n",
+       "26829   2013      1   31    2029.0       89.0    2151.0       93.0      EV   \n",
+       "26830   2013      1   31    2037.0       77.0    2210.0       70.0      AA   \n",
+       "26833   2013      1   31    2038.0      158.0    2215.0      156.0      UA   \n",
+       "26834   2013      1   31    2041.0      191.0    2304.0      187.0      F9   \n",
+       "26835   2013      1   31    2043.0       73.0    2302.0       91.0      EV   \n",
+       "26839   2013      1   31    2046.0      156.0    2248.0      131.0      9E   \n",
+       "26840   2013      1   31    2046.0      121.0    2344.0      127.0      9E   \n",
+       "26842   2013      1   31    2049.0      129.0    2235.0      135.0      MQ   \n",
+       "26843   2013      1   31    2051.0      181.0    2217.0      189.0      B6   \n",
+       "26844   2013      1   31    2052.0      167.0    2219.0      164.0      WN   \n",
+       "26847   2013      1   31    2054.0       99.0    2317.0      100.0      EV   \n",
+       "26848   2013      1   31    2054.0      229.0    2229.0      204.0      WN   \n",
+       "26850   2013      1   31    2055.0       90.0    2223.0       98.0      9E   \n",
+       "26855   2013      1   31    2058.0      279.0    2151.0      268.0      EV   \n",
+       "26857   2013      1   31    2059.0       79.0    2250.0       85.0      MQ   \n",
+       "26858   2013      1   31    2102.0      152.0    2242.0      147.0      MQ   \n",
+       "26861   2013      1   31    2109.0       69.0    2239.0       52.0      9E   \n",
+       "26862   2013      1   31    2111.0       95.0    2228.0       92.0      EV   \n",
+       "26864   2013      1   31    2112.0       72.0       8.0       85.0      DL   \n",
+       "26866   2013      1   31    2115.0       90.0    2357.0       76.0      9E   \n",
+       "26867   2013      1   31    2121.0       66.0    2227.0       57.0      AA   \n",
+       "26868   2013      1   31    2123.0      133.0      30.0      135.0      AA   \n",
+       "26869   2013      1   31    2123.0      147.0      49.0      165.0      UA   \n",
+       "26870   2013      1   31    2124.0      109.0      27.0      107.0      AA   \n",
+       "26871   2013      1   31    2125.0      110.0      22.0      122.0      EV   \n",
+       "26872   2013      1   31    2126.0      131.0    2258.0      107.0      9E   \n",
+       "26875   2013      1   31    2130.0       61.0    2227.0       47.0      9E   \n",
+       "26876   2013      1   31    2130.0       90.0    2235.0       81.0      US   \n",
+       "26878   2013      1   31    2132.0      212.0    2228.0      198.0      WN   \n",
+       "26880   2013      1   31    2135.0      135.0    2325.0      124.0      9E   \n",
+       "26882   2013      1   31    2135.0      180.0      38.0      190.0      B6   \n",
+       "26883   2013      1   31    2139.0      204.0       5.0      195.0      DL   \n",
+       "26884   2013      1   31    2139.0      104.0      58.0      108.0      AA   \n",
+       "26887   2013      1   31    2148.0      109.0    2328.0      104.0      MQ   \n",
+       "26889   2013      1   31    2153.0      108.0      20.0      110.0      9E   \n",
+       "26890   2013      1   31    2158.0      174.0    2355.0      166.0      EV   \n",
+       "26891   2013      1   31    2159.0      114.0    2310.0       97.0      EV   \n",
+       "26892   2013      1   31    2201.0       76.0    2323.0       58.0      AA   \n",
+       "26895   2013      1   31    2206.0       96.0    2338.0       92.0      FL   \n",
+       "26898   2013      1   31    2215.0      135.0    2346.0      141.0      EV   \n",
+       "26899   2013      1   31    2219.0      169.0       2.0      167.0      EV   \n",
+       "26900   2013      1   31    2222.0      157.0    2343.0      158.0      EV   \n",
+       "26901   2013      1   31    2225.0      130.0      14.0      124.0      MQ   \n",
+       "26902   2013      1   31    2229.0       89.0      26.0       96.0      MQ   \n",
+       "26903   2013      1   31    2232.0      152.0     110.0      158.0      EV   \n",
+       "26904   2013      1   31    2233.0      153.0      41.0      137.0      9E   \n",
+       "26905   2013      1   31    2239.0       89.0     123.0       88.0      B6   \n",
+       "26906   2013      1   31    2240.0      118.0      29.0      118.0      EV   \n",
+       "26909   2013      1   31    2249.0       74.0     157.0       81.0      B6   \n",
+       "26911   2013      1   31    2254.0      174.0     102.0      174.0      EV   \n",
+       "26912   2013      1   31    2256.0       86.0     206.0      101.0      B6   \n",
+       "26914   2013      1   31    2310.0      125.0      27.0      130.0      EV   \n",
+       "26915   2013      1   31    2312.0       73.0       8.0       68.0      EV   \n",
+       "26916   2013      1   31    2324.0      259.0      32.0      232.0      WN   \n",
+       "26917   2013      1   31    2330.0       91.0      32.0       86.0      EV   \n",
+       "26918   2013      1   31    2354.0      179.0     144.0      174.0      MQ   \n",
+       "27127   2013     10    1     736.0       76.0     933.0       83.0      MQ   \n",
+       "27283   2013     10    1     946.0       66.0    1113.0       53.0      MQ   \n",
+       "27339   2013     10    1    1048.0      153.0    1256.0      126.0      DL   \n",
+       "27417   2013     10    1    1238.0       83.0    1358.0       63.0      MQ   \n",
+       "27427   2013     10    1    1250.0       80.0    1413.0       43.0      EV   \n",
+       "27469   2013     10    1    1338.0      153.0    1446.0      121.0      EV   \n",
+       "27473   2013     10    1    1342.0      327.0    1458.0      311.0      9E   \n",
+       "27550   2013     10    1    1453.0      102.0    1635.0      106.0      EV   \n",
+       "27612   2013     10    1    1549.0      124.0    1741.0      117.0      US   \n",
+       "27681   2013     10    1    1650.0       80.0    1930.0       36.0      UA   \n",
+       "27730   2013     10    1    1726.0       91.0    1838.0       58.0      EV   \n",
+       "27740   2013     10    1    1736.0       96.0    1924.0       56.0      9E   \n",
+       "27837   2013     10    1    1912.0       90.0    2056.0       76.0      EV   \n",
+       "27885   2013     10    1    1959.0       85.0    2216.0       41.0      9E   \n",
+       "27939   2013     10    1    2100.0       90.0    2218.0       82.0      EV   \n",
+       "27962   2013     10    1    2308.0       69.0      17.0       50.0      EV   \n",
+       "28182   2013     10    2     835.0      109.0    1049.0       98.0      UA   \n",
+       "28337   2013     10    2    1132.0       92.0    1336.0       52.0      DL   \n",
+       "28396   2013     10    2    1247.0       92.0    1446.0       72.0      UA   \n",
+       "28688   2013     10    2    1723.0       84.0    1833.0       74.0      MQ   \n",
+       "28767   2013     10    2    1833.0      204.0    2048.0      197.0      UA   \n",
+       "28770   2013     10    2    1838.0       78.0    2040.0       80.0      MQ   \n",
+       "28777   2013     10    2    1848.0       93.0    2113.0       58.0      AA   \n",
+       "28785   2013     10    2    1853.0       63.0    2045.0       76.0      UA   \n",
+       "28855   2013     10    2    1959.0      124.0    2159.0      149.0      MQ   \n",
+       "28858   2013     10    2    2002.0      306.0    2113.0      272.0      9E   \n",
+       "28941   2013     10    2    2340.0      246.0     157.0      211.0      UA   \n",
+       "29180   2013     10    3     856.0       61.0    1010.0       60.0      MQ   \n",
+       "29217   2013     10    3     926.0       61.0    1254.0       66.0      UA   \n",
+       "29224   2013     10    3     944.0       64.0    1140.0       80.0      MQ   \n",
+       "29266   2013     10    3    1034.0      125.0    1323.0      121.0      B6   \n",
+       "29273   2013     10    3    1039.0      149.0    1330.0      139.0      DL   \n",
+       "29300   2013     10    3    1122.0      292.0    1357.0      278.0      UA   \n",
+       "29335   2013     10    3    1216.0       61.0    1347.0       47.0      EV   \n",
+       "29340   2013     10    3    1220.0      105.0    1433.0      109.0      EV   \n",
+       "29342   2013     10    3    1222.0      112.0    1423.0       99.0      EV   \n",
+       "29345   2013     10    3    1225.0       66.0    1437.0       47.0      EV   \n",
+       "29347   2013     10    3    1226.0      124.0    1342.0      116.0      EV   \n",
+       "29352   2013     10    3    1231.0      125.0    1417.0      116.0      EV   \n",
+       "29353   2013     10    3    1231.0      122.0    1340.0      117.0      EV   \n",
+       "29356   2013     10    3    1232.0       93.0    1419.0       97.0      EV   \n",
+       "29357   2013     10    3    1235.0      127.0    1440.0      135.0      EV   \n",
+       "29359   2013     10    3    1236.0      103.0    1408.0      100.0      EV   \n",
+       "29360   2013     10    3    1237.0      157.0    1348.0      138.0      EV   \n",
+       "29392   2013     10    3    1304.0      119.0       NaN        NaN      EV   \n",
+       "29437   2013     10    3    1404.0       72.0    1543.0       53.0      EV   \n",
+       "29439   2013     10    3    1406.0      156.0    1605.0      155.0      EV   \n",
+       "29462   2013     10    3    1436.0       67.0    1614.0       65.0      AA   \n",
+       "29466   2013     10    3    1441.0      102.0    1720.0      128.0      EV   \n",
+       "29476   2013     10    3    1447.0       97.0    1702.0      105.0      EV   \n",
+       "29513   2013     10    3    1509.0      150.0    1657.0      157.0      EV   \n",
+       "29516   2013     10    3    1510.0       75.0    1655.0       73.0      EV   \n",
+       "29519   2013     10    3    1511.0      134.0    1625.0      131.0      EV   \n",
+       "29540   2013     10    3    1532.0      186.0    1731.0      193.0      EV   \n",
+       "29555   2013     10    3    1547.0       77.0    1655.0       82.0      EV   \n",
+       "29558   2013     10    3    1550.0       70.0    1657.0       57.0      EV   \n",
+       "29572   2013     10    3    1559.0       83.0    1737.0       98.0      EV   \n",
+       "29575   2013     10    3    1601.0      138.0    1727.0      133.0      UA   \n",
+       "29579   2013     10    3    1608.0      188.0    1752.0      193.0      EV   \n",
+       "29615   2013     10    3    1645.0      109.0    1843.0      106.0      EV   \n",
+       "29644   2013     10    3    1708.0      144.0    1901.0      140.0      EV   \n",
+       "29649   2013     10    3    1713.0       73.0    2018.0       73.0      AA   \n",
+       "29651   2013     10    3    1714.0      105.0    1833.0      104.0      EV   \n",
+       "29669   2013     10    3    1725.0       77.0    1840.0       48.0      B6   \n",
+       "29681   2013     10    3    1737.0       72.0    1946.0       68.0      EV   \n",
+       "29685   2013     10    3    1740.0      170.0    1923.0      178.0      EV   \n",
+       "29691   2013     10    3    1746.0       68.0    1937.0       68.0      EV   \n",
+       "29708   2013     10    3    1802.0      134.0    2000.0      123.0      EV   \n",
+       "29717   2013     10    3    1814.0       75.0    1925.0       45.0      UA   \n",
+       "29722   2013     10    3    1817.0       77.0    2111.0       73.0      DL   \n",
+       "29752   2013     10    3    1844.0      128.0    2043.0      149.0      EV   \n",
+       "29753   2013     10    3    1844.0      108.0    2037.0      105.0      EV   \n",
+       "29758   2013     10    3    1848.0       63.0    2053.0       71.0      EV   \n",
+       "29763   2013     10    3    1851.0       71.0    2043.0       72.0      EV   \n",
+       "29774   2013     10    3    1858.0      178.0    2019.0      144.0      9E   \n",
+       "29779   2013     10    3    1902.0       93.0    2032.0       92.0      EV   \n",
+       "29791   2013     10    3    1918.0       97.0    2122.0       98.0      EV   \n",
+       "29792   2013     10    3    1919.0       84.0    2155.0       60.0      AA   \n",
+       "29819   2013     10    3    1937.0       62.0    2224.0       38.0      DL   \n",
+       "29820   2013     10    3    1938.0       63.0    2234.0       56.0      DL   \n",
+       "29842   2013     10    3    2008.0      169.0    2153.0      171.0      EV   \n",
+       "29850   2013     10    3    2015.0      270.0    2130.0      249.0      EV   \n",
+       "29857   2013     10    3    2023.0       83.0    2156.0       75.0      UA   \n",
+       "29862   2013     10    3    2030.0       85.0    2134.0       56.0      EV   \n",
+       "29868   2013     10    3    2037.0       67.0    2319.0       46.0      UA   \n",
+       "29897   2013     10    3    2118.0      168.0    2257.0      136.0      EV   \n",
+       "29899   2013     10    3    2131.0      151.0    2252.0      115.0      9E   \n",
+       "29908   2013     10    3    2148.0       89.0    2358.0       78.0      EV   \n",
+       "29911   2013     10    3    2154.0       98.0    2255.0       87.0      EV   \n",
+       "29914   2013     10    3    2200.0       80.0    2348.0       60.0      EV   \n",
+       "29915   2013     10    3    2206.0      126.0    2312.0      100.0      UA   \n",
+       "29916   2013     10    3    2206.0       69.0    2315.0       39.0      EV   \n",
+       "29917   2013     10    3    2207.0      115.0    2326.0       96.0      EV   \n",
+       "29918   2013     10    3    2210.0      100.0    2400.0       69.0      EV   \n",
+       "29919   2013     10    3    2211.0      136.0    2332.0      105.0      EV   \n",
+       "29921   2013     10    3    2214.0      209.0    2317.0      168.0      EV   \n",
+       "29926   2013     10    3    2244.0      105.0      27.0       92.0      EV   \n",
+       "29931   2013     10    3    2302.0      122.0       8.0      107.0      EV   \n",
+       "29932   2013     10    3    2312.0       73.0       9.0       61.0      9E   \n",
+       "29933   2013     10    3    2327.0      232.0     152.0      190.0      UA   \n",
+       "29934   2013     10    3    2327.0      182.0     118.0      170.0      EV   \n",
+       "30008   2013     10    4     651.0       94.0     917.0       80.0      UA   \n",
+       "30102   2013     10    4     803.0       63.0    1102.0       59.0      B6   \n",
+       "30153   2013     10    4     839.0      141.0    1002.0      156.0      EV   \n",
+       "30172   2013     10    4     852.0      152.0    1000.0      140.0      WN   \n",
+       "30228   2013     10    4     954.0       84.0    1200.0       59.0      EV   \n",
+       "30231   2013     10    4     955.0      100.0    1135.0      108.0      9E   \n",
+       "30239   2013     10    4    1001.0      201.0    1201.0      171.0      US   \n",
+       "30309   2013     10    4    1133.0      138.0    1315.0      124.0      EV   \n",
+       "30336   2013     10    4    1203.0      124.0    1321.0      126.0      EV   \n",
+       "30383   2013     10    4    1256.0       86.0    1449.0       78.0      9E   \n",
+       "30398   2013     10    4    1309.0      130.0    1500.0      126.0      MQ   \n",
+       "30399   2013     10    4    1309.0       66.0    1507.0       55.0      EV   \n",
+       "30551   2013     10    4    1548.0       68.0    1651.0       51.0      EV   \n",
+       "30565   2013     10    4    1556.0      102.0    1706.0       92.0      EV   \n",
+       "30573   2013     10    4    1609.0       84.0    1726.0       57.0      9E   \n",
+       "30574   2013     10    4    1611.0       75.0    1759.0       62.0      EV   \n",
+       "30599   2013     10    4    1631.0       76.0    1833.0       69.0      EV   \n",
+       "30641   2013     10    4    1703.0       63.0    1828.0       33.0      9E   \n",
+       "30655   2013     10    4    1714.0      129.0    1957.0      107.0      AA   \n",
+       "30659   2013     10    4    1717.0       82.0    1851.0       71.0      EV   \n",
+       "30682   2013     10    4    1733.0      133.0    1948.0      128.0      MQ   \n",
+       "30704   2013     10    4    1800.0       65.0    1922.0       62.0      WN   \n",
+       "30706   2013     10    4    1800.0      180.0    1945.0      149.0      EV   \n",
+       "30708   2013     10    4    1802.0       62.0    2103.0       78.0      AA   \n",
+       "30751   2013     10    4    1841.0       65.0    2056.0       50.0      9E   \n",
+       "30774   2013     10    4    1900.0       90.0    2147.0       90.0      B6   \n",
+       "30795   2013     10    4    1919.0      110.0    2104.0      124.0      EV   \n",
+       "30874   2013     10    4    2050.0      140.0    2326.0      134.0      B6   \n",
+       "30921   2013     10    4    2242.0      108.0     115.0       77.0      B6   \n",
+       "30924   2013     10    4    2257.0      177.0    2359.0      147.0      UA   \n",
+       "30925   2013     10    4    2308.0      118.0     111.0       90.0      EV   \n",
+       "30927   2013     10    4    2343.0      193.0     121.0      150.0      EV   \n",
+       "30999   2013     10    5     704.0       64.0     809.0       54.0      WN   \n",
+       "31130   2013     10    5     925.0       75.0    1116.0       55.0      9E   \n",
+       "31171   2013     10    5    1022.0      117.0    1124.0      109.0      AA   \n",
+       "31187   2013     10    5    1033.0      114.0    1157.0      118.0      EV   \n",
+       "31251   2013     10    5    1220.0      170.0    1416.0      147.0      EV   \n",
+       "31284   2013     10    5    1307.0       67.0    1519.0       44.0      DL   \n",
+       "31322   2013     10    5    1417.0       87.0    1545.0      105.0      AA   \n",
+       "31360   2013     10    5    1455.0       62.0    1750.0       35.0      UA   \n",
+       "31386   2013     10    5    1528.0       63.0    1809.0       59.0      AA   \n",
+       "31412   2013     10    5    1605.0       65.0    1857.0       30.0      DL   \n",
+       "31488   2013     10    5    1724.0       96.0    2022.0       71.0      DL   \n",
+       "31491   2013     10    5    1730.0      125.0    1853.0      128.0      WN   \n",
+       "31492   2013     10    5    1730.0       90.0    2035.0      162.0      9E   \n",
+       "31511   2013     10    5    1804.0      184.0    2034.0      189.0      WN   \n",
+       "31541   2013     10    5    1843.0      218.0    2125.0      175.0      AA   \n",
+       "31545   2013     10    5    1851.0       76.0    2203.0       56.0      UA   \n",
+       "31555   2013     10    5    1906.0       66.0    2010.0       41.0      EV   \n",
+       "31564   2013     10    5    1923.0      195.0    2049.0      177.0      B6   \n",
+       "31576   2013     10    5    1943.0      100.0    2113.0       89.0      UA   \n",
+       "31578   2013     10    5    1946.0       76.0    2229.0       44.0      UA   \n",
+       "31591   2013     10    5    2024.0       84.0    2134.0       63.0      EV   \n",
+       "31619   2013     10    5    2303.0      208.0     105.0      173.0      UA   \n",
+       "31736   2013     10    6     801.0      131.0    1135.0      123.0      B6   \n",
+       "31871   2013     10    6    1025.0      185.0    1206.0      167.0      DL   \n",
+       "31893   2013     10    6    1054.0      194.0    1330.0      175.0      B6   \n",
+       "31959   2013     10    6    1216.0       61.0    1331.0       32.0      9E   \n",
+       "31970   2013     10    6    1236.0       97.0    1412.0       78.0      MQ   \n",
+       "32053   2013     10    6    1357.0      268.0    1640.0      246.0      AA   \n",
+       "32200   2013     10    6    1620.0       87.0    1817.0       75.0      EV   \n",
+       "32238   2013     10    6    1657.0       62.0    1812.0       32.0      EV   \n",
+       "32268   2013     10    6    1718.0       78.0    2006.0       88.0      DL   \n",
+       "32273   2013     10    6    1723.0       88.0    1939.0       94.0      MQ   \n",
+       "32316   2013     10    6    1759.0      149.0    1916.0      151.0      WN   \n",
+       "32362   2013     10    6    1843.0       63.0    2124.0       49.0      AA   \n",
+       "32447   2013     10    6    2012.0       72.0    2236.0       77.0      9E   \n",
+       "32448   2013     10    6    2013.0       66.0    2136.0       63.0      EV   \n",
+       "32469   2013     10    6    2034.0       64.0    2216.0       51.0      MQ   \n",
+       "32473   2013     10    6    2046.0       96.0    2301.0       72.0      DL   \n",
+       "32503   2013     10    6    2117.0      137.0    2306.0      129.0      EV   \n",
+       "32521   2013     10    6    2203.0      123.0     102.0      107.0      VX   \n",
+       "32522   2013     10    6    2203.0       64.0      47.0       88.0      EV   \n",
+       "32524   2013     10    6    2208.0      323.0      20.0      308.0      DL   \n",
+       "32527   2013     10    6    2222.0       62.0      40.0       46.0      B6   \n",
+       "32538   2013     10    7       6.0      127.0      57.0      111.0      EV   \n",
+       "32539   2013     10    7       9.0      219.0     109.0      184.0      WN   \n",
+       "32540   2013     10    7      10.0      153.0     318.0      171.0      B6   \n",
+       "32541   2013     10    7      24.0      204.0     126.0      185.0      EV   \n",
+       "32542   2013     10    7      31.0      182.0     130.0      171.0      EV   \n",
+       "32543   2013     10    7     111.0      162.0     209.0      153.0      B6   \n",
+       "32651   2013     10    7     721.0       81.0     827.0       71.0      EV   \n",
+       "32679   2013     10    7     749.0      109.0     851.0       81.0      UA   \n",
+       "32786   2013     10    7     904.0      124.0    1133.0      128.0      EV   \n",
+       "32820   2013     10    7     936.0       71.0    1216.0      107.0      US   \n",
+       "32870   2013     10    7    1028.0      108.0    1308.0      128.0      EV   \n",
+       "32911   2013     10    7    1126.0       66.0    1343.0       92.0      US   \n",
+       "32915   2013     10    7    1136.0      186.0    1312.0      185.0      9E   \n",
+       "32927   2013     10    7    1153.0      198.0    1418.0      198.0      UA   \n",
+       "32966   2013     10    7    1248.0       98.0    1641.0      130.0      9E   \n",
+       "32986   2013     10    7    1306.0      121.0    1424.0       99.0      EV   \n",
+       "33024   2013     10    7    1401.0       62.0    1804.0      172.0      EV   \n",
+       "33075   2013     10    7    1502.0       63.0    1658.0       95.0      B6   \n",
+       "33091   2013     10    7    1518.0       78.0    1756.0      164.0      US   \n",
+       "33094   2013     10    7    1522.0       87.0    1824.0      129.0      WN   \n",
+       "33099   2013     10    7    1532.0      212.0    1802.0      285.0      US   \n",
+       "33108   2013     10    7    1551.0       67.0    1754.0       90.0      9E   \n",
+       "33116   2013     10    7    1559.0       63.0    1930.0       88.0      UA   \n",
+       "33125   2013     10    7    1605.0       80.0    1808.0      117.0      9E   \n",
+       "33126   2013     10    7    1607.0       62.0    2017.0      127.0      AA   \n",
+       "33127   2013     10    7    1608.0      188.0    1824.0      249.0      US   \n",
+       "33128   2013     10    7    1610.0      150.0    1813.0      153.0      EV   \n",
+       "33129   2013     10    7    1610.0      128.0    1803.0      118.0      EV   \n",
+       "33132   2013     10    7    1613.0       73.0    1839.0      141.0      US   \n",
+       "33138   2013     10    7    1624.0      189.0    1923.0      250.0      EV   \n",
+       "33139   2013     10    7    1628.0       94.0    1819.0       67.0      UA   \n",
+       "33141   2013     10    7    1630.0       95.0    2035.0      156.0      DL   \n",
+       "33143   2013     10    7    1634.0      118.0    1843.0      164.0      EV   \n",
+       "33144   2013     10    7    1635.0      205.0    1944.0      258.0      EV   \n",
+       "33148   2013     10    7    1651.0       61.0    1959.0       64.0      UA   \n",
+       "33151   2013     10    7    1654.0      129.0    2028.0      158.0      B6   \n",
+       "33154   2013     10    7    1658.0       63.0    1917.0       72.0      MQ   \n",
+       "33159   2013     10    7    1701.0      216.0    1956.0      213.0      UA   \n",
+       "33160   2013     10    7    1701.0       92.0    2010.0       83.0      UA   \n",
+       "33162   2013     10    7    1703.0      154.0    1933.0      190.0      9E   \n",
+       "33164   2013     10    7    1716.0       81.0    1944.0       76.0      DL   \n",
+       "33170   2013     10    7    1725.0       65.0    2039.0       64.0      AA   \n",
+       "33171   2013     10    7    1729.0      159.0    1900.0      155.0      EV   \n",
+       "33175   2013     10    7    1732.0       92.0    1934.0       99.0      MQ   \n",
+       "33178   2013     10    7    1738.0      278.0    1858.0      264.0      UA   \n",
+       "33179   2013     10    7    1739.0       99.0    1951.0       83.0      9E   \n",
+       "33182   2013     10    7    1740.0       80.0    1932.0       67.0      9E   \n",
+       "33183   2013     10    7    1741.0      342.0    1909.0      360.0      MQ   \n",
+       "33184   2013     10    7    1744.0      134.0    2111.0      137.0      UA   \n",
+       "33185   2013     10    7    1744.0       68.0    1916.0       62.0      EV   \n",
+       "33186   2013     10    7    1744.0      104.0    1941.0       73.0      9E   \n",
+       "33187   2013     10    7    1746.0      136.0    2003.0      136.0      DL   \n",
+       "33194   2013     10    7    1752.0      172.0    2049.0      140.0      DL   \n",
+       "33196   2013     10    7    1759.0      139.0    1916.0      145.0      US   \n",
+       "33197   2013     10    7    1800.0       75.0    1932.0       72.0      MQ   \n",
+       "33200   2013     10    7    1802.0      123.0    2036.0       98.0      UA   \n",
+       "33201   2013     10    7    1803.0      128.0    2020.0      145.0      MQ   \n",
+       "33202   2013     10    7    1804.0      125.0    1928.0      118.0      UA   \n",
+       "33205   2013     10    7    1810.0       70.0    2056.0       61.0      AA   \n",
+       "33207   2013     10    7    1817.0       72.0    1931.0       63.0      B6   \n",
+       "33208   2013     10    7    1822.0       67.0    2021.0       44.0      UA   \n",
+       "33209   2013     10    7    1823.0      188.0    2052.0      162.0      AA   \n",
+       "33210   2013     10    7    1824.0       99.0    2034.0       74.0      DL   \n",
+       "33213   2013     10    7    1829.0      104.0    2124.0      100.0      B6   \n",
+       "33214   2013     10    7    1829.0      120.0    2120.0      107.0      B6   \n",
+       "33223   2013     10    7    1838.0       98.0    2119.0       81.0      DL   \n",
+       "33224   2013     10    7    1839.0      174.0    2041.0      156.0      WN   \n",
+       "33225   2013     10    7    1839.0      174.0    1959.0      158.0      EV   \n",
+       "33227   2013     10    7    1840.0       71.0    2134.0       64.0      UA   \n",
+       "33228   2013     10    7    1845.0      170.0    2014.0      154.0      EV   \n",
+       "33229   2013     10    7    1845.0      140.0    2025.0      114.0      DL   \n",
+       "33230   2013     10    7    1847.0      220.0    2123.0      225.0      EV   \n",
+       "33233   2013     10    7    1848.0      213.0    2058.0      214.0      EV   \n",
+       "33237   2013     10    7    1853.0      113.0    2117.0       97.0      DL   \n",
+       "33240   2013     10    7    1855.0      206.0    2021.0      212.0      EV   \n",
+       "33243   2013     10    7    1856.0      163.0    2012.0      162.0      EV   \n",
+       "33246   2013     10    7    1858.0      378.0    2025.0      360.0      WN   \n",
+       "33248   2013     10    7    1901.0      216.0    2101.0      215.0      EV   \n",
+       "33250   2013     10    7    1903.0      124.0    2028.0      108.0      UA   \n",
+       "33251   2013     10    7    1903.0      148.0    2022.0      127.0      MQ   \n",
+       "33254   2013     10    7    1905.0      252.0    2002.0      246.0      EV   \n",
+       "33256   2013     10    7    1908.0       98.0    2022.0       90.0      B6   \n",
+       "33258   2013     10    7    1909.0      194.0    2026.0      176.0      WN   \n",
+       "33260   2013     10    7    1911.0      223.0    2035.0      216.0      EV   \n",
+       "33261   2013     10    7    1912.0      142.0    2116.0      136.0      US   \n",
+       "33262   2013     10    7    1912.0      287.0    2048.0      301.0      EV   \n",
+       "33263   2013     10    7    1912.0      102.0    2056.0      100.0      B6   \n",
+       "33264   2013     10    7    1913.0      137.0    2107.0      135.0      EV   \n",
+       "33265   2013     10    7    1913.0      138.0    2040.0      115.0      AA   \n",
+       "33268   2013     10    7    1916.0       76.0    2134.0       64.0      DL   \n",
+       "33269   2013     10    7    1917.0      117.0    2055.0       95.0      MQ   \n",
+       "33270   2013     10    7    1919.0      139.0    2030.0      112.0      UA   \n",
+       "33271   2013     10    7    1921.0      202.0    2047.0      208.0      MQ   \n",
+       "33272   2013     10    7    1923.0      123.0    2215.0      105.0      AA   \n",
+       "33274   2013     10    7    1926.0       81.0    2123.0       55.0      UA   \n",
+       "33275   2013     10    7    1928.0      138.0    2045.0      136.0      EV   \n",
+       "33277   2013     10    7    1929.0      210.0    2216.0      190.0      UA   \n",
+       "33278   2013     10    7    1930.0      150.0    2145.0      155.0      9E   \n",
+       "33280   2013     10    7    1931.0      116.0    2240.0      105.0      AA   \n",
+       "33282   2013     10    7    1931.0       92.0    2154.0       82.0      DL   \n",
+       "33284   2013     10    7    1933.0       98.0    2040.0       66.0      UA   \n",
+       "33286   2013     10    7    1934.0       91.0    2231.0       95.0      UA   \n",
+       "33287   2013     10    7    1935.0      190.0    2146.0      188.0      EV   \n",
+       "33289   2013     10    7    1940.0      130.0    2049.0      122.0      B6   \n",
+       "33290   2013     10    7    1942.0      139.0    2145.0      119.0      UA   \n",
+       "33292   2013     10    7    1942.0      155.0    2144.0      151.0      B6   \n",
+       "33295   2013     10    7    1949.0       64.0    2123.0       48.0      9E   \n",
+       "33297   2013     10    7    1950.0      185.0    2206.0      174.0      DL   \n",
+       "33298   2013     10    7    1952.0      142.0    2142.0      109.0      EV   \n",
+       "33300   2013     10    7    1953.0       98.0    2120.0       86.0      EV   \n",
+       "33303   2013     10    7    1955.0      160.0    2222.0      127.0      AA   \n",
+       "33304   2013     10    7    1956.0      221.0    2132.0      225.0      B6   \n",
+       "33307   2013     10    7    1959.0       89.0    2214.0       93.0      EV   \n",
+       "33308   2013     10    7    2000.0      185.0    2135.0      184.0      EV   \n",
+       "33309   2013     10    7    2000.0      121.0    2237.0      105.0      B6   \n",
+       "33310   2013     10    7    2000.0       95.0    2259.0       86.0      DL   \n",
+       "33311   2013     10    7    2001.0      181.0    2057.0      162.0      US   \n",
+       "33312   2013     10    7    2001.0      199.0    2145.0      188.0      DL   \n",
+       "33313   2013     10    7    2002.0      242.0    2100.0      225.0      US   \n",
+       "33315   2013     10    7    2003.0      120.0    2241.0       84.0      UA   \n",
+       "33316   2013     10    7    2003.0      178.0    2203.0      176.0      US   \n",
+       "33317   2013     10    7    2003.0       68.0    2247.0       32.0      VX   \n",
+       "33318   2013     10    7    2004.0      185.0    2244.0      165.0      UA   \n",
+       "33319   2013     10    7    2004.0      364.0    2112.0      366.0      B6   \n",
+       "33320   2013     10    7    2007.0      128.0    2249.0      107.0      UA   \n",
+       "33321   2013     10    7    2008.0      128.0    2108.0      111.0      US   \n",
+       "33322   2013     10    7    2008.0      158.0    2134.0      124.0      WN   \n",
+       "33323   2013     10    7    2008.0      113.0    2130.0      104.0      9E   \n",
+       "33324   2013     10    7    2008.0      128.0    2122.0      126.0      B6   \n",
+       "33326   2013     10    7    2013.0      118.0    2158.0       97.0      DL   \n",
+       "33327   2013     10    7    2015.0      181.0    2117.0      158.0      B6   \n",
+       "33328   2013     10    7    2016.0       76.0    2222.0       55.0      DL   \n",
+       "33329   2013     10    7    2019.0      104.0    2323.0       97.0      DL   \n",
+       "33330   2013     10    7    2021.0      111.0    2222.0       72.0      WN   \n",
+       "33331   2013     10    7    2023.0      161.0    2209.0      149.0      EV   \n",
+       "33334   2013     10    7    2024.0      169.0    2221.0      141.0      WN   \n",
+       "33336   2013     10    7    2027.0      152.0    2234.0      139.0      MQ   \n",
+       "33337   2013     10    7    2029.0      146.0    2134.0      110.0      UA   \n",
+       "33338   2013     10    7    2029.0       64.0    2315.0       48.0      DL   \n",
+       "33339   2013     10    7    2031.0      196.0    2331.0      187.0      UA   \n",
+       "33340   2013     10    7    2031.0       61.0    2244.0       45.0      DL   \n",
+       "33341   2013     10    7    2034.0      104.0    2328.0       63.0      VX   \n",
+       "33345   2013     10    7    2043.0      143.0    2305.0      151.0      9E   \n",
+       "33346   2013     10    7    2044.0       74.0    2152.0       56.0      EV   \n",
+       "33347   2013     10    7    2044.0      144.0    2300.0      144.0      9E   \n",
+       "33348   2013     10    7    2045.0      155.0    2220.0      145.0      MQ   \n",
+       "33349   2013     10    7    2045.0       85.0    2159.0       66.0      9E   \n",
+       "33352   2013     10    7    2049.0       99.0    2317.0       88.0      DL   \n",
+       "33355   2013     10    7    2052.0      113.0    2325.0       86.0      UA   \n",
+       "33356   2013     10    7    2054.0       84.0    2344.0       64.0      DL   \n",
+       "33357   2013     10    7    2056.0      221.0    2330.0      205.0      WN   \n",
+       "33359   2013     10    7    2057.0       61.0    2236.0       41.0      DL   \n",
+       "33360   2013     10    7    2059.0      210.0    2256.0      199.0      EV   \n",
+       "33361   2013     10    7    2059.0       79.0    2216.0       56.0      AA   \n",
+       "33363   2013     10    7    2101.0      226.0    2210.0      220.0      B6   \n",
+       "33365   2013     10    7    2103.0      123.0    2217.0       96.0      UA   \n",
+       "33366   2013     10    7    2104.0      206.0    2323.0      198.0      FL   \n",
+       "33368   2013     10    7    2106.0       91.0    2357.0       88.0      B6   \n",
+       "33369   2013     10    7    2106.0      206.0    2338.0      191.0      B6   \n",
+       "33370   2013     10    7    2107.0      126.0      27.0      136.0      UA   \n",
+       "33371   2013     10    7    2107.0       67.0    2348.0       33.0      VX   \n",
+       "33372   2013     10    7    2107.0      162.0    2259.0      137.0      DL   \n",
+       "33373   2013     10    7    2108.0      238.0    2217.0      227.0      UA   \n",
+       "33374   2013     10    7    2108.0      193.0    2340.0      165.0      AA   \n",
+       "33375   2013     10    7    2108.0      189.0    2252.0      172.0      DL   \n",
+       "33376   2013     10    7    2108.0      109.0    2355.0      100.0      DL   \n",
+       "33377   2013     10    7    2109.0      209.0    2252.0      201.0      EV   \n",
+       "33378   2013     10    7    2110.0      130.0    2220.0      122.0      US   \n",
+       "33379   2013     10    7    2111.0       67.0    2356.0       42.0      UA   \n",
+       "33381   2013     10    7    2115.0       75.0    2330.0       53.0      DL   \n",
+       "33382   2013     10    7    2116.0      135.0    2226.0      106.0      UA   \n",
+       "33383   2013     10    7    2117.0      142.0    2317.0      138.0      US   \n",
+       "33387   2013     10    7    2121.0      141.0       2.0      128.0      UA   \n",
+       "33388   2013     10    7    2121.0       94.0      23.0       93.0      B6   \n",
+       "33389   2013     10    7    2123.0       64.0    2342.0       62.0      EV   \n",
+       "33390   2013     10    7    2124.0      139.0    2351.0      106.0      AA   \n",
+       "33394   2013     10    7    2132.0      153.0    2339.0      133.0      FL   \n",
+       "33395   2013     10    7    2132.0      152.0      15.0      144.0      B6   \n",
+       "33396   2013     10    7    2134.0       82.0    2311.0       81.0      EV   \n",
+       "33397   2013     10    7    2134.0      124.0    2317.0      113.0      9E   \n",
+       "33399   2013     10    7    2135.0       77.0    2301.0       59.0      EV   \n",
+       "33400   2013     10    7    2135.0      195.0      14.0      170.0      B6   \n",
+       "33401   2013     10    7    2135.0      136.0      31.0      117.0      B6   \n",
+       "33402   2013     10    7    2136.0      106.0    2344.0       89.0      MQ   \n",
+       "33403   2013     10    7    2139.0       64.0      40.0       60.0      UA   \n",
+       "33404   2013     10    7    2141.0      101.0    2253.0       81.0      UA   \n",
+       "33405   2013     10    7    2142.0      207.0    2306.0      171.0      WN   \n",
+       "33406   2013     10    7    2143.0      223.0    2302.0      200.0      EV   \n",
+       "33407   2013     10    7    2143.0      118.0    2243.0      104.0      9E   \n",
+       "33408   2013     10    7    2144.0       97.0    2339.0       97.0      EV   \n",
+       "33409   2013     10    7    2152.0       67.0    2312.0       79.0      B6   \n",
+       "33410   2013     10    7    2154.0      204.0    2327.0      172.0      DL   \n",
+       "33411   2013     10    7    2155.0      115.0      16.0       84.0      UA   \n",
+       "33413   2013     10    7    2157.0      137.0    2348.0      143.0      MQ   \n",
+       "33414   2013     10    7    2157.0      108.0    2306.0       97.0      UA   \n",
+       "33415   2013     10    7    2159.0      119.0    2332.0      118.0      9E   \n",
+       "33416   2013     10    7    2159.0       65.0     105.0       66.0      B6   \n",
+       "33418   2013     10    7    2204.0      150.0       1.0      145.0      EV   \n",
+       "33419   2013     10    7    2204.0      106.0    2327.0      103.0      9E   \n",
+       "33420   2013     10    7    2205.0      150.0      47.0      125.0      UA   \n",
+       "33421   2013     10    7    2205.0       90.0    2326.0       82.0      9E   \n",
+       "33422   2013     10    7    2210.0      130.0     116.0      108.0      UA   \n",
+       "33424   2013     10    7    2221.0       82.0     230.0       92.0      DL   \n",
+       "33425   2013     10    7    2226.0      156.0       4.0      144.0      MQ   \n",
+       "33426   2013     10    7    2226.0      206.0    2325.0      180.0      WN   \n",
+       "33427   2013     10    7    2227.0      117.0      22.0       91.0      EV   \n",
+       "33428   2013     10    7    2228.0       89.0      57.0       59.0      UA   \n",
+       "33429   2013     10    7    2228.0      142.0      22.0      129.0      EV   \n",
+       "33431   2013     10    7    2236.0      134.0       1.0      126.0      B6   \n",
+       "33432   2013     10    7    2237.0      182.0      28.0      161.0      9E   \n",
+       "33433   2013     10    7    2240.0      130.0    2356.0      115.0      FL   \n",
+       "33434   2013     10    7    2244.0      169.0    2359.0      132.0      EV   \n",
+       "33435   2013     10    7    2244.0      239.0    2348.0      199.0      EV   \n",
+       "33436   2013     10    7    2248.0       63.0     239.0       59.0      B6   \n",
+       "33437   2013     10    7    2250.0      198.0      47.0      184.0      EV   \n",
+       "33438   2013     10    7    2253.0      100.0     149.0       79.0      UA   \n",
+       "33439   2013     10    7    2254.0      104.0      48.0      102.0      EV   \n",
+       "33440   2013     10    7    2257.0      174.0     119.0      162.0      EV   \n",
+       "33441   2013     10    7    2302.0      153.0     107.0      141.0      EV   \n",
+       "33442   2013     10    7    2305.0      129.0     117.0      121.0      EV   \n",
+       "33444   2013     10    7    2309.0       89.0      10.0       80.0      MQ   \n",
+       "33446   2013     10    7    2310.0      245.0       8.0      210.0      EV   \n",
+       "33447   2013     10    7    2311.0      125.0     143.0      109.0      UA   \n",
+       "33449   2013     10    7    2316.0      181.0      57.0      182.0      MQ   \n",
+       "33450   2013     10    7    2316.0       80.0      28.0       80.0      UA   \n",
+       "33451   2013     10    7    2316.0      116.0     150.0      116.0      B6   \n",
+       "33452   2013     10    7    2316.0      214.0     204.0      194.0      B6   \n",
+       "33453   2013     10    7    2317.0      113.0     131.0      114.0      EV   \n",
+       "33454   2013     10    7    2317.0      247.0     154.0      219.0      AA   \n",
+       "33455   2013     10    7    2318.0      138.0      10.0      119.0      US   \n",
+       "33456   2013     10    7    2319.0      234.0     120.0      209.0      9E   \n",
+       "33457   2013     10    7    2324.0      182.0     100.0      180.0      UA   \n",
+       "33458   2013     10    7    2326.0       87.0      26.0       59.0      EV   \n",
+       "33459   2013     10    7    2329.0      179.0      41.0      156.0      WN   \n",
+       "33460   2013     10    7    2329.0      169.0     134.0      166.0      EV   \n",
+       "33461   2013     10    7    2330.0      150.0     202.0      138.0      B6   \n",
+       "33464   2013     10    7    2356.0      117.0      56.0      104.0      EV   \n",
+       "33532   2013     10    8     141.0      282.0     254.0      252.0      EV   \n",
+       "33684   2013     10    8     801.0      102.0     949.0       90.0      EV   \n",
+       "33702   2013     10    8     815.0       75.0    1107.0       47.0      UA   \n",
+       "33775   2013     10    8     907.0       72.0    1003.0       53.0      MQ   \n",
+       "33784   2013     10    8     916.0       66.0    1039.0       45.0      EV   \n",
+       "33788   2013     10    8     921.0      161.0    1127.0      169.0      EV   \n",
+       "33791   2013     10    8     922.0      142.0    1102.0      144.0      EV   \n",
+       "33795   2013     10    8     925.0       75.0    1222.0       63.0      UA   \n",
+       "33810   2013     10    8     942.0      102.0    1154.0       88.0      9E   \n",
+       "33834   2013     10    8    1013.0       78.0    1131.0       58.0      EV   \n",
+       "33923   2013     10    8    1202.0       96.0    1308.0       98.0      B6   \n",
+       "33930   2013     10    8    1214.0       69.0    1327.0       72.0      MQ   \n",
+       "34196   2013     10    8    1640.0       63.0    1759.0       62.0      EV   \n",
+       "34245   2013     10    8    1720.0       80.0    1911.0       43.0      9E   \n",
+       "34254   2013     10    8    1726.0       86.0    1929.0       61.0      9E   \n",
+       "34256   2013     10    8    1727.0       87.0    1904.0       84.0      9E   \n",
+       "34260   2013     10    8    1731.0      175.0    1901.0      182.0      EV   \n",
+       "34362   2013     10    8    1902.0       92.0    2041.0       85.0      B6   \n",
+       "34438   2013     10    8    2039.0      129.0    2231.0      110.0      EV   \n",
+       "34446   2013     10    8    2049.0       69.0    2152.0       52.0      EV   \n",
+       "34453   2013     10    8    2053.0       78.0    2342.0       67.0      DL   \n",
+       "34480   2013     10    8    2158.0       99.0    2352.0       72.0      EV   \n",
+       "34481   2013     10    8    2215.0      100.0     101.0       81.0      UA   \n",
+       "34482   2013     10    8    2218.0      168.0    2348.0      144.0      9E   \n",
+       "34712   2013     10    9     846.0      166.0    1022.0      185.0      EV   \n",
+       "34787   2013     10    9     957.0      102.0    1108.0       81.0      9E   \n",
+       "34790   2013     10    9    1001.0       66.0    1239.0       43.0      UA   \n",
+       "34858   2013     10    9    1127.0      182.0    1233.0      178.0      AA   \n",
+       "35020   2013     10    9    1446.0      241.0    1735.0      223.0      B6   \n",
+       "35081   2013     10    9    1532.0       78.0    1649.0       75.0      EV   \n",
+       "35095   2013     10    9    1550.0       66.0    1734.0       53.0      EV   \n",
+       "35099   2013     10    9    1552.0       76.0    1703.0       64.0      EV   \n",
+       "35173   2013     10    9    1658.0       63.0    1825.0       45.0      EV   \n",
+       "35184   2013     10    9    1705.0      115.0    1821.0      111.0      MQ   \n",
+       "35202   2013     10    9    1717.0       72.0    1834.0       39.0      AA   \n",
+       "35205   2013     10    9    1720.0       67.0    1836.0       66.0      EV   \n",
+       "35263   2013     10    9    1816.0      107.0    1925.0       95.0      YV   \n",
+       "35271   2013     10    9    1825.0       89.0    2016.0       84.0      EV   \n",
+       "35279   2013     10    9    1828.0       93.0    2017.0       97.0      MQ   \n",
+       "35322   2013     10    9    1915.0      140.0    2047.0      122.0      AA   \n",
+       "35325   2013     10    9    1917.0      107.0    2111.0       78.0      EV   \n",
+       "35336   2013     10    9    1927.0      112.0    2126.0      100.0      YV   \n",
+       "35350   2013     10    9    1939.0       70.0    2108.0       57.0      UA   \n",
+       "35370   2013     10    9    2001.0      241.0    2259.0      233.0      B6   \n",
+       "35385   2013     10    9    2020.0       80.0    2203.0       82.0      UA   \n",
+       "35417   2013     10    9    2056.0       61.0    2217.0       30.0      EV   \n",
+       "35424   2013     10    9    2107.0       87.0    2221.0       61.0      AA   \n",
+       "35427   2013     10    9    2110.0      125.0    2255.0       84.0      DL   \n",
+       "35437   2013     10    9    2140.0       78.0    2303.0       63.0      UA   \n",
+       "35439   2013     10    9    2142.0       72.0    2331.0       40.0      EV   \n",
+       "35446   2013     10    9    2212.0       73.0    2309.0       58.0      UA   \n",
+       "35447   2013     10    9    2214.0       64.0    2343.0       48.0      MQ   \n",
+       "35453   2013     10    9    2238.0       88.0      17.0       71.0      EV   \n",
+       "35456   2013     10    9    2244.0       67.0     118.0       51.0      B6   \n",
+       "35459   2013     10    9    2300.0       61.0      15.0       48.0      EV   \n",
+       "35460   2013     10    9    2303.0       64.0       5.0       57.0      9E   \n",
+       "35461   2013     10    9    2325.0      187.0      52.0      170.0      EV   \n",
+       "35721   2013     10   10     905.0       88.0    1045.0       90.0      EV   \n",
+       "35812   2013     10   10    1053.0       63.0    1404.0       54.0      AA   \n",
+       "35850   2013     10   10    1157.0       91.0    1326.0       65.0      EV   \n",
+       "35918   2013     10   10    1318.0       73.0    1512.0       82.0      MQ   \n",
+       "35944   2013     10   10    1354.0       75.0    1535.0       75.0      EV   \n",
+       "35957   2013     10   10    1406.0       74.0    1543.0       53.0      EV   \n",
+       "35958   2013     10   10    1406.0      141.0    1604.0      121.0      DL   \n",
+       "35961   2013     10   10    1408.0       68.0    1505.0       35.0      UA   \n",
+       "35966   2013     10   10    1415.0       70.0    1531.0       64.0      EV   \n",
+       "35969   2013     10   10    1421.0       84.0    1528.0       74.0      EV   \n",
+       "35985   2013     10   10    1443.0      160.0    1623.0      131.0      EV   \n",
+       "35996   2013     10   10    1451.0       81.0    1722.0       70.0      B6   \n",
+       "36011   2013     10   10    1500.0       70.0    1621.0       55.0      EV   \n",
+       "36018   2013     10   10    1508.0       73.0    1717.0       62.0      WN   \n",
+       "36036   2013     10   10    1518.0       76.0    1659.0       54.0      EV   \n",
+       "36037   2013     10   10    1519.0      119.0    1801.0       96.0      UA   \n",
+       "36041   2013     10   10    1523.0       88.0    1653.0       71.0      EV   \n",
+       "36063   2013     10   10    1548.0       73.0    1744.0       63.0      DL   \n",
+       "36066   2013     10   10    1553.0       68.0    1711.0       43.0      EV   \n",
+       "36069   2013     10   10    1556.0       91.0    1705.0       78.0      EV   \n",
+       "36079   2013     10   10    1601.0       85.0    1749.0      110.0      EV   \n",
+       "36087   2013     10   10    1609.0       79.0    1801.0       76.0      MQ   \n",
+       "36089   2013     10   10    1611.0      101.0    1704.0       91.0      EV   \n",
+       "36094   2013     10   10    1618.0       88.0    1750.0       85.0      EV   \n",
+       "36112   2013     10   10    1643.0       73.0    1741.0       56.0      WN   \n",
+       "36140   2013     10   10    1701.0       66.0    1902.0       57.0      MQ   \n",
+       "36142   2013     10   10    1702.0       77.0    1922.0       77.0      WN   \n",
+       "36143   2013     10   10    1704.0       95.0    1807.0       78.0      EV   \n",
+       "36144   2013     10   10    1707.0      112.0    1849.0       85.0      EV   \n",
+       "36149   2013     10   10    1710.0       80.0    1853.0       83.0      MQ   \n",
+       "36151   2013     10   10    1710.0       82.0    1928.0       91.0      EV   \n",
+       "36152   2013     10   10    1710.0       70.0    1836.0       41.0      9E   \n",
+       "36156   2013     10   10    1714.0       61.0    1826.0       56.0      EV   \n",
+       "36173   2013     10   10    1737.0      157.0    1840.0      129.0      UA   \n",
+       "36178   2013     10   10    1743.0      104.0    1847.0       88.0      MQ   \n",
+       "36192   2013     10   10    1759.0       64.0    1939.0       59.0      MQ   \n",
+       "36197   2013     10   10    1802.0      107.0    2032.0       77.0      AA   \n",
+       "36199   2013     10   10    1805.0      195.0    2044.0      179.0      UA   \n",
+       "36200   2013     10   10    1806.0       66.0    1947.0       69.0      UA   \n",
+       "36212   2013     10   10    1815.0      106.0    1956.0      126.0      YV   \n",
+       "36221   2013     10   10    1828.0       89.0    2151.0      112.0      UA   \n",
+       "36229   2013     10   10    1834.0       99.0    1949.0       89.0      WN   \n",
+       "36232   2013     10   10    1837.0      132.0    2046.0      128.0      EV   \n",
+       "36233   2013     10   10    1840.0       71.0    2141.0       36.0      VX   \n",
+       "36234   2013     10   10    1840.0       65.0    2050.0       50.0      WN   \n",
+       "36243   2013     10   10    1851.0       81.0    2040.0       74.0      US   \n",
+       "36248   2013     10   10    1855.0       77.0    2135.0       90.0      FL   \n",
+       "36249   2013     10   10    1855.0      120.0    2016.0       91.0      AA   \n",
+       "36254   2013     10   10    1859.0      102.0    2035.0       87.0      EV   \n",
+       "36257   2013     10   10    1903.0       68.0    2032.0       58.0      UA   \n",
+       "36263   2013     10   10    1910.0      115.0    2147.0       92.0      AA   \n",
+       "36266   2013     10   10    1911.0      132.0    2126.0      116.0      EV   \n",
+       "36270   2013     10   10    1915.0       80.0    2153.0       58.0      AA   \n",
+       "36272   2013     10   10    1918.0       79.0    2201.0       69.0      B6   \n",
+       "36273   2013     10   10    1920.0       70.0    2053.0       58.0      MQ   \n",
+       "36274   2013     10   10    1920.0      130.0    2037.0      128.0      EV   \n",
+       "36276   2013     10   10    1923.0      128.0    2025.0      115.0      B6   \n",
+       "36280   2013     10   10    1929.0      109.0    2149.0       82.0      B6   \n",
+       "36284   2013     10   10    1935.0       92.0    2240.0       83.0      UA   \n",
+       "36290   2013     10   10    1938.0       63.0    2158.0       10.0      AS   \n",
+       "36291   2013     10   10    1940.0       85.0    2104.0       49.0      WN   \n",
+       "36296   2013     10   10    1942.0      133.0    2148.0      131.0      EV   \n",
+       "36299   2013     10   10    1943.0      103.0    2104.0       82.0      EV   \n",
+       "36301   2013     10   10    1944.0       74.0    2152.0       42.0      WN   \n",
+       "36302   2013     10   10    1944.0      119.0    2143.0      121.0      EV   \n",
+       "36304   2013     10   10    1950.0      105.0    2158.0       90.0      UA   \n",
+       "36308   2013     10   10    1954.0       94.0    2230.0       65.0      UA   \n",
+       "36313   2013     10   10    1959.0       89.0    2117.0       87.0      MQ   \n",
+       "36320   2013     10   10    2002.0       63.0    2231.0       65.0      FL   \n",
+       "36321   2013     10   10    2002.0       62.0    2154.0       37.0      9E   \n",
+       "36323   2013     10   10    2006.0       66.0    2116.0       51.0      WN   \n",
+       "36324   2013     10   10    2009.0       74.0    2305.0       50.0      VX   \n",
+       "36327   2013     10   10    2013.0       83.0    2143.0       78.0      MQ   \n",
+       "36328   2013     10   10    2013.0      163.0    2139.0      129.0      WN   \n",
+       "36329   2013     10   10    2013.0       99.0    2237.0       62.0      9E   \n",
+       "36331   2013     10   10    2017.0      134.0    2133.0      109.0      UA   \n",
+       "36332   2013     10   10    2018.0      178.0    2241.0      151.0      UA   \n",
+       "36335   2013     10   10    2020.0       81.0    2251.0       52.0      UA   \n",
+       "36336   2013     10   10    2021.0       81.0    2153.0       52.0      9E   \n",
+       "36341   2013     10   10    2030.0      180.0    2246.0      174.0      F9   \n",
+       "36342   2013     10   10    2030.0      120.0    2315.0       95.0      B6   \n",
+       "36343   2013     10   10    2031.0      106.0    2145.0       76.0      EV   \n",
+       "36353   2013     10   10    2048.0       73.0    2314.0       32.0      UA   \n",
+       "36355   2013     10   10    2049.0       69.0    2209.0       49.0      AA   \n",
+       "36358   2013     10   10    2051.0       66.0    2204.0       65.0      9E   \n",
+       "36359   2013     10   10    2052.0      105.0    2208.0       95.0      EV   \n",
+       "36361   2013     10   10    2055.0      175.0    2152.0      152.0      WN   \n",
+       "36366   2013     10   10    2058.0      158.0    2250.0      136.0      9E   \n",
+       "36369   2013     10   10    2102.0      111.0    2245.0       95.0      EV   \n",
+       "36370   2013     10   10    2103.0       63.0    2247.0       73.0      9E   \n",
+       "36372   2013     10   10    2106.0       66.0    2354.0       26.0      UA   \n",
+       "36374   2013     10   10    2109.0       69.0    2214.0       60.0      US   \n",
+       "36376   2013     10   10    2111.0       81.0    2319.0       64.0      MQ   \n",
+       "36379   2013     10   10    2122.0      108.0    2317.0      101.0      EV   \n",
+       "36380   2013     10   10    2125.0      113.0    2310.0       87.0      EV   \n",
+       "36381   2013     10   10    2125.0       67.0    2231.0       47.0      9E   \n",
+       "36382   2013     10   10    2126.0       86.0    2233.0       61.0      UA   \n",
+       "36387   2013     10   10    2129.0       66.0    2316.0       36.0      EV   \n",
+       "36388   2013     10   10    2130.0      150.0    2245.0      124.0      UA   \n",
+       "36389   2013     10   10    2131.0      111.0    2319.0      114.0      MQ   \n",
+       "36390   2013     10   10    2132.0       62.0    2234.0       29.0      WN   \n",
+       "36391   2013     10   10    2133.0       90.0    2355.0       78.0      EV   \n",
+       "36393   2013     10   10    2138.0       83.0    2250.0       66.0      B6   \n",
+       "36394   2013     10   10    2139.0       77.0    2303.0       63.0      UA   \n",
+       "36396   2013     10   10    2142.0       93.0    2246.0       77.0      UA   \n",
+       "36398   2013     10   10    2143.0      121.0      27.0       97.0      B6   \n",
+       "36400   2013     10   10    2151.0      111.0      21.0       91.0      UA   \n",
+       "36402   2013     10   10    2154.0      194.0    2320.0      202.0      EV   \n",
+       "36404   2013     10   10    2157.0      101.0    2310.0      102.0      EV   \n",
+       "36406   2013     10   10    2158.0       99.0       8.0       88.0      EV   \n",
+       "36407   2013     10   10    2158.0       88.0       2.0       71.0      EV   \n",
+       "36410   2013     10   10    2202.0      107.0    2338.0      103.0      MQ   \n",
+       "36412   2013     10   10    2207.0       82.0    2307.0       74.0      B6   \n",
+       "36413   2013     10   10    2208.0       93.0    2319.0       75.0      9E   \n",
+       "36414   2013     10   10    2209.0      111.0    2325.0       83.0      EV   \n",
+       "36415   2013     10   10    2211.0       71.0    2338.0       63.0      MQ   \n",
+       "36416   2013     10   10    2221.0       84.0    2338.0       62.0      EV   \n",
+       "36417   2013     10   10    2222.0       86.0      22.0       66.0      EV   \n",
+       "36418   2013     10   10    2225.0      120.0      15.0      107.0      EV   \n",
+       "36419   2013     10   10    2226.0       87.0    2327.0       76.0      UA   \n",
+       "36420   2013     10   10    2227.0      177.0      10.0      166.0      9E   \n",
+       "36421   2013     10   10    2228.0       82.0      49.0       55.0      UA   \n",
+       "36422   2013     10   10    2228.0       88.0      52.0       68.0      B6   \n",
+       "36424   2013     10   10    2230.0       80.0       5.0       59.0      EV   \n",
+       "36428   2013     10   10    2247.0       97.0     103.0       82.0      EV   \n",
+       "36429   2013     10   10    2248.0      128.0      31.0      103.0      EV   \n",
+       "36431   2013     10   10    2252.0       72.0    2346.0       56.0      MQ   \n",
+       "36432   2013     10   10    2256.0      117.0      34.0       99.0      EV   \n",
+       "36433   2013     10   10    2258.0       94.0      57.0       80.0      EV   \n",
+       "36434   2013     10   10    2310.0       90.0     204.0       84.0      AA   \n",
+       "36435   2013     10   10    2317.0       97.0      29.0       94.0      MQ   \n",
+       "36436   2013     10   10    2317.0      108.0      52.0       89.0      EV   \n",
+       "36437   2013     10   10    2317.0      108.0      21.0      102.0      EV   \n",
+       "36439   2013     10   10    2321.0      141.0      36.0      113.0      EV   \n",
+       "36440   2013     10   10    2322.0       83.0      36.0       69.0      EV   \n",
+       "36442   2013     10   10    2326.0       87.0      18.0       72.0      EV   \n",
+       "36443   2013     10   10    2347.0      130.0     227.0      120.0      B6   \n",
+       "36444   2013     10   10    2353.0      114.0      46.0       98.0      9E   \n",
+       "36464   2013     10   11       8.0      218.0     119.0      198.0      FL   \n",
+       "36465   2013     10   11      11.0      102.0     109.0       93.0      B6   \n",
+       "36632   2013     10   11     806.0       62.0    1059.0       34.0      DL   \n",
+       "36755   2013     10   11    1003.0       63.0    1242.0       20.0      UA   \n",
+       "36761   2013     10   11    1015.0       98.0    1115.0       96.0      EV   \n",
+       "36849   2013     10   11    1210.0      125.0    1422.0      125.0      DL   \n",
+       "36856   2013     10   11    1217.0       82.0    1512.0       79.0      B6   \n",
+       "36865   2013     10   11    1228.0      138.0    1448.0      128.0      MQ   \n",
+       "36870   2013     10   11    1238.0       68.0    1434.0       64.0      EV   \n",
+       "36875   2013     10   11    1248.0       93.0    1439.0      104.0      MQ   \n",
+       "36889   2013     10   11    1304.0      185.0    1432.0      168.0      AA   \n",
+       "36896   2013     10   11    1312.0       78.0    1427.0       79.0      EV   \n",
+       "36897   2013     10   11    1312.0       67.0    1553.0       59.0      9E   \n",
+       "36898   2013     10   11    1313.0       63.0    1430.0       60.0      MQ   \n",
+       "36910   2013     10   11    1337.0       68.0    1525.0       60.0      EV   \n",
+       "36911   2013     10   11    1338.0       72.0    1520.0       62.0      EV   \n",
+       "36918   2013     10   11    1347.0       68.0    1559.0       49.0      EV   \n",
+       "36919   2013     10   11    1350.0       65.0    1617.0       37.0      WN   \n",
+       "36922   2013     10   11    1352.0       72.0    1533.0       68.0      WN   \n",
+       "36936   2013     10   11    1408.0       76.0    1544.0       54.0      EV   \n",
+       "36938   2013     10   11    1408.0       69.0    1635.0       83.0      EV   \n",
+       "36946   2013     10   11    1420.0       80.0    1728.0       66.0      DL   \n",
+       "36956   2013     10   11    1436.0      109.0    1718.0      103.0      B6   \n",
+       "36957   2013     10   11    1438.0      108.0    1549.0       99.0      WN   \n",
+       "36958   2013     10   11    1438.0       86.0    1743.0       79.0      B6   \n",
+       "36962   2013     10   11    1443.0      124.0    1610.0      110.0      EV   \n",
+       "36970   2013     10   11    1449.0       79.0    1717.0       65.0      B6   \n",
+       "36971   2013     10   11    1451.0       82.0    1634.0       65.0      MQ   \n",
+       "36974   2013     10   11    1453.0      116.0    1614.0      120.0      EV   \n",
+       "36992   2013     10   11    1507.0       72.0    1624.0       49.0      MQ   \n",
+       "36999   2013     10   11    1513.0       83.0    1624.0       58.0      EV   \n",
+       "37009   2013     10   11    1523.0      132.0    1643.0      114.0      EV   \n",
+       "37016   2013     10   11    1531.0       62.0    1725.0       62.0      9E   \n",
+       "37018   2013     10   11    1533.0       76.0    1740.0       54.0      UA   \n",
+       "37019   2013     10   11    1533.0       83.0    1737.0       60.0      FL   \n",
+       "37028   2013     10   11    1543.0       89.0    1720.0      106.0      EV   \n",
+       "37034   2013     10   11    1549.0      114.0    1714.0       92.0      EV   \n",
+       "37035   2013     10   11    1553.0       78.0    1712.0       63.0      UA   \n",
+       "37043   2013     10   11    1558.0       89.0    1831.0       63.0      UA   \n",
+       "37048   2013     10   11    1605.0      126.0    1814.0      129.0      B6   \n",
+       "37051   2013     10   11    1610.0       78.0    1837.0       41.0      UA   \n",
+       "37055   2013     10   11    1613.0       71.0    1829.0       65.0      EV   \n",
+       "37056   2013     10   11    1613.0       68.0    1840.0       38.0      DL   \n",
+       "37063   2013     10   11    1619.0      139.0    1713.0      127.0      B6   \n",
+       "37066   2013     10   11    1620.0      171.0    1738.0      149.0      AA   \n",
+       "37068   2013     10   11    1622.0      106.0    1813.0      134.0      EV   \n",
+       "37078   2013     10   11    1633.0      108.0    1952.0      122.0      B6   \n",
+       "37101   2013     10   11    1701.0       91.0    1758.0       73.0      WN   \n",
+       "37103   2013     10   11    1705.0      125.0    1902.0      106.0      EV   \n",
+       "37110   2013     10   11    1713.0      163.0    1901.0      147.0      EV   \n",
+       "37113   2013     10   11    1719.0      124.0    1908.0      117.0      EV   \n",
+       "37114   2013     10   11    1720.0      235.0    2014.0      232.0      UA   \n",
+       "37116   2013     10   11    1723.0       88.0    1931.0       96.0      MQ   \n",
+       "37118   2013     10   11    1725.0      110.0    1901.0       94.0      UA   \n",
+       "37133   2013     10   11    1742.0      172.0    1933.0      188.0      EV   \n",
+       "37136   2013     10   11    1745.0      120.0    2010.0      169.0      EV   \n",
+       "37139   2013     10   11    1746.0      106.0    2051.0      105.0      B6   \n",
+       "37140   2013     10   11    1747.0       62.0    2028.0       44.0      B6   \n",
+       "37142   2013     10   11    1748.0      113.0    1854.0       84.0      WN   \n",
+       "37144   2013     10   11    1748.0       83.0    2047.0       54.0      DL   \n",
+       "37148   2013     10   11    1753.0      158.0    2017.0      127.0      AA   \n",
+       "37149   2013     10   11    1754.0      214.0    1903.0      188.0      AA   \n",
+       "37155   2013     10   11    1806.0      114.0    2041.0      141.0      EV   \n",
+       "37158   2013     10   11    1808.0      108.0    2114.0       99.0      AA   \n",
+       "37159   2013     10   11    1809.0      164.0    1955.0      149.0      EV   \n",
+       "37161   2013     10   11    1813.0      120.0    2006.0      156.0      EV   \n",
+       "37164   2013     10   11    1814.0      105.0    2128.0      115.0      B6   \n",
+       "37167   2013     10   11    1815.0       90.0    2034.0       76.0      DL   \n",
+       "37172   2013     10   11    1821.0      126.0    1940.0      113.0      B6   \n",
+       "37175   2013     10   11    1825.0      160.0    2023.0      138.0      WN   \n",
+       "37182   2013     10   11    1831.0       81.0    2002.0       93.0      EV   \n",
+       "37184   2013     10   11    1834.0      100.0    2052.0       78.0      UA   \n",
+       "37189   2013     10   11    1840.0      205.0    2026.0      182.0      EV   \n",
+       "37193   2013     10   11    1843.0       94.0    1945.0       77.0      UA   \n",
+       "37196   2013     10   11    1848.0      200.0    1954.0      175.0      EV   \n",
+       "37200   2013     10   11    1857.0      272.0    2011.0      264.0      EV   \n",
+       "37202   2013     10   11    1858.0      118.0    2009.0       91.0      UA   \n",
+       "37204   2013     10   11    1901.0       92.0    2048.0       71.0      EV   \n",
+       "37206   2013     10   11    1903.0      154.0    2025.0      155.0      YV   \n",
+       "37207   2013     10   11    1904.0      120.0    2135.0       97.0      UA   \n",
+       "37211   2013     10   11    1907.0       72.0    2038.0       68.0      MQ   \n",
+       "37213   2013     10   11    1909.0      129.0    2102.0      112.0      9E   \n",
+       "37215   2013     10   11    1910.0       65.0    2023.0       33.0      AA   \n",
+       "37216   2013     10   11    1911.0      116.0    2139.0       84.0      AA   \n",
+       "37222   2013     10   11    1919.0      129.0    2032.0      117.0      MQ   \n",
+       "37223   2013     10   11    1919.0       84.0    2049.0       75.0      UA   \n",
+       "37227   2013     10   11    1925.0      116.0    2221.0       76.0      VX   \n",
+       "37231   2013     10   11    1930.0       90.0    2212.0       69.0      B6   \n",
+       "37233   2013     10   11    1931.0      156.0    2025.0      125.0      WN   \n",
+       "37236   2013     10   11    1932.0      212.0    2211.0      204.0      B6   \n",
+       "37237   2013     10   11    1933.0       63.0    2043.0       33.0      MQ   \n",
+       "37238   2013     10   11    1933.0      188.0    2141.0      183.0      EV   \n",
+       "37241   2013     10   11    1935.0       65.0    2111.0       36.0      DL   \n",
+       "37242   2013     10   11    1940.0      119.0    2127.0      103.0      EV   \n",
+       "37245   2013     10   11    1946.0      128.0    2156.0      111.0      FL   \n",
+       "37247   2013     10   11    1946.0      106.0    2231.0       73.0      DL   \n",
+       "37250   2013     10   11    1950.0       65.0    2129.0       54.0      9E   \n",
+       "37253   2013     10   11    1952.0       82.0    2249.0       87.0      B6   \n",
+       "37255   2013     10   11    1954.0      178.0    2124.0      152.0      EV   \n",
+       "37256   2013     10   11    1956.0       76.0    2112.0       74.0      EV   \n",
+       "37258   2013     10   11    1958.0      118.0    2114.0       92.0      EV   \n",
+       "37261   2013     10   11    2002.0       62.0    2141.0       40.0      9E   \n",
+       "37263   2013     10   11    2003.0       63.0    2211.0       37.0      DL   \n",
+       "37265   2013     10   11    2009.0      169.0    2233.0      143.0      UA   \n",
+       "37267   2013     10   11    2011.0       86.0    2114.0       45.0      EV   \n",
+       "37268   2013     10   11    2012.0       72.0    2236.0       42.0      UA   \n",
+       "37269   2013     10   11    2012.0       77.0    2154.0       55.0      US   \n",
+       "37274   2013     10   11    2017.0      108.0    2153.0       82.0      US   \n",
+       "37275   2013     10   11    2019.0      164.0    2220.0      140.0      WN   \n",
+       "37276   2013     10   11    2020.0       70.0    2241.0       26.0      AA   \n",
+       "37280   2013     10   11    2023.0       83.0    2139.0       42.0      9E   \n",
+       "37283   2013     10   11    2026.0       86.0    2226.0       59.0      DL   \n",
+       "37285   2013     10   11    2030.0       90.0    2253.0       62.0      B6   \n",
+       "37287   2013     10   11    2032.0       62.0    2203.0       74.0      EV   \n",
+       "37290   2013     10   11    2032.0      153.0    2257.0      125.0      B6   \n",
+       "37291   2013     10   11    2033.0       68.0    2320.0       33.0      DL   \n",
+       "37294   2013     10   11    2037.0       72.0    2231.0       40.0      9E   \n",
+       "37295   2013     10   11    2039.0       80.0    2310.0       55.0      DL   \n",
+       "37296   2013     10   11    2040.0      205.0    2316.0      191.0      WN   \n",
+       "37297   2013     10   11    2040.0      190.0    2155.0      145.0      WN   \n",
+       "37298   2013     10   11    2041.0      146.0    2158.0      103.0      WN   \n",
+       "37300   2013     10   11    2046.0      101.0    2331.0       86.0      AA   \n",
+       "37304   2013     10   11    2054.0      235.0    2350.0      231.0      UA   \n",
+       "37305   2013     10   11    2054.0       69.0    2207.0       68.0      9E   \n",
+       "37310   2013     10   11    2055.0      108.0    2155.0       82.0      EV   \n",
+       "37313   2013     10   11    2058.0      108.0    2329.0       79.0      AA   \n",
+       "37314   2013     10   11    2058.0      128.0       5.0      113.0      B6   \n",
+       "37315   2013     10   11    2058.0       93.0    2335.0       68.0      DL   \n",
+       "37316   2013     10   11    2100.0       90.0    2339.0       59.0      DL   \n",
+       "37317   2013     10   11    2101.0       61.0    2202.0       30.0      UA   \n",
+       "37318   2013     10   11    2101.0      146.0    2321.0       93.0      AS   \n",
+       "37319   2013     10   11    2104.0      169.0    2207.0      141.0      9E   \n",
+       "37321   2013     10   11    2105.0       95.0    2206.0       70.0      EV   \n",
+       "37322   2013     10   11    2107.0       92.0    2256.0       69.0      9E   \n",
+       "37325   2013     10   11    2111.0      191.0    2215.0      175.0      WN   \n",
+       "37326   2013     10   11    2111.0       71.0    2316.0       39.0      DL   \n",
+       "37327   2013     10   11    2113.0      324.0    2238.0      312.0      9E   \n",
+       "37328   2013     10   11    2116.0      227.0    2214.0      194.0      EV   \n",
+       "37329   2013     10   11    2117.0       92.0    2244.0       61.0      EV   \n",
+       "37330   2013     10   11    2118.0       78.0      17.0       49.0      UA   \n",
+       "37334   2013     10   11    2123.0       68.0    2228.0       63.0      B6   \n",
+       "37335   2013     10   11    2124.0      145.0    2346.0      107.0      UA   \n",
+       "37337   2013     10   11    2125.0      175.0    2330.0      140.0      WN   \n",
+       "37339   2013     10   11    2130.0      110.0    2237.0       97.0      EV   \n",
+       "37340   2013     10   11    2132.0       74.0    2251.0       49.0      EV   \n",
+       "37341   2013     10   11    2132.0      110.0      13.0       83.0      B6   \n",
+       "37342   2013     10   11    2133.0       75.0    2234.0       50.0      9E   \n",
+       "37344   2013     10   11    2138.0      128.0      13.0      101.0      UA   \n",
+       "37346   2013     10   11    2141.0      131.0    2324.0      120.0      9E   \n",
+       "37348   2013     10   11    2144.0      165.0    2344.0      138.0      FL   \n",
+       "37349   2013     10   11    2144.0      194.0      27.0      167.0      B6   \n",
+       "37351   2013     10   11    2146.0       84.0    2359.0       73.0      B6   \n",
+       "37352   2013     10   11    2147.0       90.0     100.0      100.0      UA   \n",
+       "37353   2013     10   11    2148.0      168.0    2303.0      142.0      UA   \n",
+       "37354   2013     10   11    2148.0      108.0      49.0       94.0      VX   \n",
+       "37356   2013     10   11    2154.0      204.0    2334.0      173.0      EV   \n",
+       "37358   2013     10   11    2159.0      184.0      51.0      156.0      VX   \n",
+       "37359   2013     10   11    2200.0       66.0      52.0       53.0      B6   \n",
+       "37361   2013     10   11    2203.0       64.0    2328.0       33.0      EV   \n",
+       "37363   2013     10   11    2205.0      290.0    2255.0      265.0      B6   \n",
+       "37364   2013     10   11    2206.0      151.0      25.0      103.0      UA   \n",
+       "37365   2013     10   11    2206.0      175.0    2344.0      154.0      EV   \n",
+       "37367   2013     10   11    2208.0       98.0    2355.0       64.0      EV   \n",
+       "37368   2013     10   11    2213.0       79.0     100.0       62.0      B6   \n",
+       "37369   2013     10   11    2215.0       76.0      33.0       35.0      UA   \n",
+       "37372   2013     10   11    2219.0      124.0       9.0      134.0      MQ   \n",
+       "37373   2013     10   11    2219.0      133.0    2356.0      103.0      EV   \n",
+       "37374   2013     10   11    2220.0      140.0      42.0      110.0      UA   \n",
+       "37379   2013     10   11    2233.0       74.0    2359.0       44.0      EV   \n",
+       "37380   2013     10   11    2236.0       97.0    2334.0       83.0      UA   \n",
+       "37381   2013     10   11    2240.0      132.0     130.0      111.0      UA   \n",
+       "37385   2013     10   11    2312.0      135.0      27.0      111.0      EV   \n",
+       "37387   2013     10   11    2316.0      130.0     145.0      111.0      UA   \n",
+       "37388   2013     10   11    2323.0      147.0     106.0      110.0      EV   \n",
+       "37389   2013     10   11    2323.0      143.0     151.0      127.0      B6   \n",
+       "37390   2013     10   11    2331.0      111.0      31.0       96.0      MQ   \n",
+       "37392   2013     10   11    2332.0      352.0     202.0      335.0      B6   \n",
+       "37393   2013     10   11    2335.0      170.0      25.0      152.0      B6   \n",
+       "37394   2013     10   11    2342.0      192.0      27.0      142.0      WN   \n",
+       "37395   2013     10   11    2344.0      199.0     119.0      171.0      EV   \n",
+       "37397   2013     10   11    2351.0      286.0     103.0      265.0      EV   \n",
+       "37398   2013     10   11    2353.0      173.0     111.0      156.0      MQ   \n",
+       "37399   2013     10   11    2359.0      169.0     202.0      141.0      EV   \n",
+       "37532   2013     10   12     728.0       87.0     838.0       76.0      UA   \n",
+       "37572   2013     10   12     810.0       75.0    1150.0       51.0      DL   \n",
+       "37574   2013     10   12     813.0      123.0     924.0      120.0      EV   \n",
+       "37600   2013     10   12     830.0      121.0     952.0      108.0      EV   \n",
+       "37647   2013     10   12     928.0       89.0    1112.0       95.0      B6   \n",
+       "37656   2013     10   12     940.0       65.0    1039.0       53.0      EV   \n",
+       "37712   2013     10   12    1100.0       80.0    1221.0       57.0      9E   \n",
+       "37736   2013     10   12    1140.0       80.0    1420.0       71.0      B6   \n",
+       "37796   2013     10   12    1309.0      189.0    1424.0      174.0      EV   \n",
+       "37833   2013     10   12    1405.0      104.0    1511.0      103.0      B6   \n",
+       "37902   2013     10   12    1530.0      105.0    1836.0      123.0      B6   \n",
+       "37957   2013     10   12    1631.0      126.0    1921.0      131.0      AA   \n",
+       "37971   2013     10   12    1652.0       87.0    2001.0       81.0      AA   \n",
+       "38007   2013     10   12    1739.0       70.0    2018.0       59.0      UA   \n",
+       "38018   2013     10   12    1758.0      239.0    1910.0      239.0      UA   \n",
+       "38024   2013     10   12    1809.0      104.0    1957.0       78.0      9E   \n",
+       "38025   2013     10   12    1810.0       70.0    2048.0       63.0      AA   \n",
+       "38038   2013     10   12    1826.0      101.0    2052.0       91.0      EV   \n",
+       "38055   2013     10   12    1852.0      175.0    2147.0      163.0      UA   \n",
+       "38072   2013     10   12    1918.0      139.0    2033.0      113.0      UA   \n",
+       "38095   2013     10   12    2018.0       78.0    2137.0       42.0      9E   \n",
+       "38112   2013     10   12    2108.0       88.0    2242.0       77.0      MQ   \n",
+       "38131   2013     10   13      15.0       90.0     122.0       89.0      B6   \n",
+       "38351   2013     10   13     954.0       69.0    1214.0       64.0      MQ   \n",
+       "38359   2013     10   13    1000.0       83.0    1054.0       74.0      EV   \n",
+       "38388   2013     10   13    1041.0       72.0    1254.0       56.0      EV   \n",
+       "38403   2013     10   13    1057.0       67.0    1334.0       24.0      AA   \n",
+       "38435   2013     10   13    1151.0       66.0    1302.0       60.0      B6   \n",
+       "38469   2013     10   13    1231.0       74.0    1435.0       47.0      EV   \n",
+       "38546   2013     10   13    1351.0      202.0    1610.0      201.0      US   \n",
+       "38583   2013     10   13    1440.0      154.0    1627.0      132.0      EV   \n",
+       "38633   2013     10   13    1514.0       75.0    1639.0       88.0      UA   \n",
+       "38673   2013     10   13    1557.0       70.0    1732.0       80.0      9E   \n",
+       "38678   2013     10   13    1558.0      238.0    1927.0      252.0      UA   \n",
+       "38691   2013     10   13    1609.0       64.0    1816.0       72.0      EV   \n",
+       "38696   2013     10   13    1616.0       77.0    1836.0       59.0      DL   \n",
+       "38766   2013     10   13    1716.0       91.0    1935.0       76.0      DL   \n",
+       "38796   2013     10   13    1743.0      193.0    1855.0      182.0      EV   \n",
+       "38801   2013     10   13    1755.0       75.0    1910.0       52.0      EV   \n",
+       "38815   2013     10   13    1805.0       65.0    2041.0       33.0      DL   \n",
+       "38816   2013     10   13    1806.0      131.0    2007.0      122.0      MQ   \n",
+       "38842   2013     10   13    1825.0       86.0    2059.0       89.0      EV   \n",
+       "38875   2013     10   13    1856.0       80.0    2056.0       50.0      9E   \n",
+       "38932   2013     10   13    1956.0       87.0    2120.0       88.0      9E   \n",
+       "38965   2013     10   13    2032.0      122.0    2231.0      110.0      EV   \n",
+       "38970   2013     10   13    2037.0      116.0    2207.0      117.0      B6   \n",
+       "38997   2013     10   13    2112.0       62.0    2346.0       58.0      EV   \n",
+       "39000   2013     10   13    2121.0      130.0    2311.0      121.0      EV   \n",
+       "39017   2013     10   13    2158.0       61.0    2340.0       64.0      EV   \n",
+       "39021   2013     10   13    2228.0       89.0    2337.0       86.0      UA   \n",
+       "39023   2013     10   13    2250.0      151.0      54.0      133.0      EV   \n",
+       "39024   2013     10   13    2251.0      168.0      41.0      149.0      EV   \n",
+       "39029   2013     10   13    2352.0      317.0     230.0      284.0      DL   \n",
+       "39261   2013     10   14     849.0       84.0    1117.0       69.0      UA   \n",
+       "39280   2013     10   14     908.0       69.0    1011.0       65.0      EV   \n",
+       "39309   2013     10   14     942.0       77.0    1230.0       75.0      B6   \n",
+       "39312   2013     10   14     945.0       80.0    1257.0       69.0      UA   \n",
+       "39366   2013     10   14    1047.0      137.0    1157.0      110.0      9E   \n",
+       "39547   2013     10   14    1426.0       76.0    1616.0       50.0      EV   \n",
+       "39608   2013     10   14    1506.0       81.0    1754.0       81.0      B6   \n",
+       "39762   2013     10   14    1729.0       64.0    1920.0       39.0      EV   \n",
+       "39778   2013     10   14    1749.0       79.0    2115.0       95.0      AA   \n",
+       "39806   2013     10   14    1814.0       74.0    2153.0       95.0      DL   \n",
+       "39830   2013     10   14    1835.0       99.0    2038.0      106.0      EV   \n",
+       "39841   2013     10   14    1845.0       64.0    2107.0       83.0      EV   \n",
+       "39896   2013     10   14    1946.0       76.0    2151.0       70.0      EV   \n",
+       "39925   2013     10   14    2007.0       62.0    2222.0       51.0      DL   \n",
+       "39933   2013     10   14    2014.0      164.0    2224.0      152.0      F9   \n",
+       "39956   2013     10   14    2028.0      114.0    2257.0       82.0      9E   \n",
+       "39963   2013     10   14    2042.0      702.0    2255.0      688.0      DL   \n",
+       "40011   2013     10   14    2235.0      297.0      38.0      273.0      FL   \n",
+       "40193   2013     10   15     814.0       74.0     917.0       71.0      US   \n",
+       "40207   2013     10   15     823.0       83.0    1133.0       68.0      DL   \n",
+       "40238   2013     10   15     845.0      165.0    1001.0      151.0      UA   \n",
+       "40353   2013     10   15    1054.0      114.0    1304.0       97.0      DL   \n",
+       "40466   2013     10   15    1314.0       64.0    1538.0       73.0      WN   \n",
+       "40509   2013     10   15    1413.0       63.0    1629.0       63.0      EV   \n",
+       "40556   2013     10   15    1455.0      116.0    1711.0      130.0      US   \n",
+       "40647   2013     10   15    1616.0      106.0    1855.0       73.0      UA   \n",
+       "40660   2013     10   15    1626.0       87.0    1917.0       81.0      DL   \n",
+       "40661   2013     10   15    1627.0       97.0    1845.0       60.0      UA   \n",
+       "40710   2013     10   15    1706.0      201.0    1958.0      205.0      B6   \n",
+       "40711   2013     10   15    1707.0       67.0    1940.0       41.0      DL   \n",
+       "40719   2013     10   15    1712.0       64.0    1937.0      105.0      B6   \n",
+       "40725   2013     10   15    1718.0       79.0    1939.0       43.0      UA   \n",
+       "40754   2013     10   15    1747.0      157.0    1953.0      138.0      MQ   \n",
+       "40775   2013     10   15    1800.0      109.0    1909.0       98.0      UA   \n",
+       "40844   2013     10   15    1920.0       77.0    2240.0       83.0      UA   \n",
+       "40880   2013     10   15    2000.0       75.0    2141.0       72.0      EV   \n",
+       "40887   2013     10   15    2008.0       68.0    2131.0       30.0      9E   \n",
+       "40889   2013     10   15    2011.0       66.0    2236.0       65.0      DL   \n",
+       "40891   2013     10   15    2014.0      114.0    2220.0      106.0      9E   \n",
+       "40913   2013     10   15    2029.0       89.0    2317.0      104.0      DL   \n",
+       "40922   2013     10   15    2048.0       78.0    2236.0       72.0      9E   \n",
+       "40933   2013     10   15    2055.0      225.0    2206.0      211.0      MQ   \n",
+       "40937   2013     10   15    2058.0       83.0    2340.0       65.0      DL   \n",
+       "40938   2013     10   15    2059.0       94.0       1.0       74.0      DL   \n",
+       "40944   2013     10   15    2111.0      316.0    2244.0      314.0      WN   \n",
+       "40948   2013     10   15    2121.0      122.0    2355.0      100.0      DL   \n",
+       "40957   2013     10   15    2133.0       90.0    2359.0       66.0      UA   \n",
+       "40959   2013     10   15    2138.0      113.0    2307.0       84.0      EV   \n",
+       "40960   2013     10   15    2146.0      105.0     106.0      138.0      B6   \n",
+       "40968   2013     10   15    2213.0      103.0    2359.0       68.0      EV   \n",
+       "40975   2013     10   15    2326.0      266.0      28.0      243.0      WN   \n",
+       "41234   2013     10   16     908.0       99.0    1138.0       77.0      B6   \n",
+       "41313   2013     10   16    1049.0      144.0    1224.0      129.0      9E   \n",
+       "41426   2013     10   16    1308.0      188.0    1455.0      205.0      EV   \n",
+       "41477   2013     10   16    1410.0       71.0    1755.0      120.0      UA   \n",
+       "41483   2013     10   16    1418.0       74.0    1649.0       55.0      UA   \n",
+       "41582   2013     10   16    1546.0       92.0    1649.0       75.0      EV   \n",
+       "41626   2013     10   16    1616.0       76.0    1844.0       46.0      B6   \n",
+       "41635   2013     10   16    1624.0      129.0    1831.0      115.0      DL   \n",
+       "41665   2013     10   16    1653.0      113.0    1934.0      106.0      UA   \n",
+       "41828   2013     10   16    1918.0       83.0    2058.0       88.0      MQ   \n",
+       "41838   2013     10   16    1925.0      115.0    2100.0      128.0      B6   \n",
+       "41863   2013     10   16    1958.0       89.0    2049.0       70.0      MQ   \n",
+       "41900   2013     10   16    2038.0       63.0    2304.0       29.0      DL   \n",
+       "41935   2013     10   16    2134.0       79.0    2317.0       82.0      MQ   \n",
+       "41945   2013     10   16    2225.0       62.0      11.0       50.0      EV   \n",
+       "41951   2013     10   16    2312.0       95.0     148.0       81.0      B6   \n",
+       "42046   2013     10   17     658.0      101.0     939.0      102.0      UA   \n",
+       "42231   2013     10   17     931.0       91.0    1046.0       98.0      US   \n",
+       "42239   2013     10   17     948.0      113.0    1054.0      104.0      MQ   \n",
+       "42249   2013     10   17     958.0      153.0    1237.0      149.0      UA   \n",
+       "42284   2013     10   17    1035.0       71.0    1326.0       40.0      UA   \n",
+       "42306   2013     10   17    1058.0      103.0    1236.0       85.0      EV   \n",
+       "42359   2013     10   17    1216.0      132.0    1411.0      128.0      EV   \n",
+       "42396   2013     10   17    1300.0       61.0    1413.0       64.0      MQ   \n",
+       "42459   2013     10   17    1420.0       75.0    1536.0       69.0      EV   \n",
+       "42479   2013     10   17    1442.0       87.0    1633.0       80.0      EV   \n",
+       "42516   2013     10   17    1506.0       81.0    1756.0       66.0      AA   \n",
+       "42520   2013     10   17    1509.0       83.0    1725.0       90.0      EV   \n",
+       "42545   2013     10   17    1530.0      158.0    1724.0      154.0      EV   \n",
+       "42553   2013     10   17    1538.0       83.0    1848.0       93.0      WN   \n",
+       "42561   2013     10   17    1546.0       86.0    1712.0       77.0      AA   \n",
+       "42567   2013     10   17    1554.0       69.0    1750.0       82.0      EV   \n",
+       "42612   2013     10   17    1635.0       70.0    1821.0       55.0      EV   \n",
+       "42634   2013     10   17    1654.0       66.0    1919.0       82.0      EV   \n",
+       "42641   2013     10   17    1700.0      178.0    1858.0      173.0      EV   \n",
+       "42642   2013     10   17    1701.0      128.0    1822.0      146.0      EV   \n",
+       "42644   2013     10   17    1701.0       96.0    1957.0       77.0      AA   \n",
+       "42654   2013     10   17    1708.0      153.0    1903.0      174.0      UA   \n",
+       "42658   2013     10   17    1709.0      114.0    1925.0      134.0      EV   \n",
+       "42690   2013     10   17    1736.0       83.0    1902.0       92.0      EV   \n",
+       "42694   2013     10   17    1744.0      136.0    1921.0      142.0      EV   \n",
+       "42716   2013     10   17    1809.0      184.0    2107.0      244.0      EV   \n",
+       "42727   2013     10   17    1817.0       67.0    2003.0       93.0      UA   \n",
+       "42728   2013     10   17    1817.0       62.0    2121.0       66.0      AA   \n",
+       "42735   2013     10   17    1825.0       73.0    2137.0       95.0      UA   \n",
+       "42749   2013     10   17    1830.0       95.0    2012.0       92.0      MQ   \n",
+       "42761   2013     10   17    1839.0      100.0    2140.0      130.0      EV   \n",
+       "42765   2013     10   17    1848.0      360.0    2040.0      350.0      DL   \n",
+       "42784   2013     10   17    1903.0      103.0    2053.0       93.0      MQ   \n",
+       "42809   2013     10   17    1933.0       78.0    2045.0       51.0      EV   \n",
+       "42811   2013     10   17    1934.0       64.0    2148.0       67.0      EV   \n",
+       "42816   2013     10   17    1936.0      217.0    2057.0      207.0      UA   \n",
+       "42823   2013     10   17    1939.0      289.0    2139.0      314.0      EV   \n",
+       "42831   2013     10   17    1952.0       67.0    2139.0       70.0      EV   \n",
+       "42835   2013     10   17    1954.0      109.0    2129.0       99.0      AA   \n",
+       "42841   2013     10   17    1957.0      218.0    2240.0      241.0      UA   \n",
+       "42846   2013     10   17    1959.0       79.0    2125.0       87.0      EV   \n",
+       "42847   2013     10   17    2000.0       91.0    2105.0       86.0      MQ   \n",
+       "42856   2013     10   17    2011.0       66.0    2252.0       81.0      DL   \n",
+       "42880   2013     10   17    2041.0       90.0    2254.0      104.0      EV   \n",
+       "42885   2013     10   17    2050.0       80.0    2240.0       75.0      MQ   \n",
+       "42920   2013     10   17    2138.0      103.0    2307.0       80.0      EV   \n",
+       "42928   2013     10   17    2148.0       83.0    2344.0       76.0      EV   \n",
+       "42933   2013     10   17    2206.0      151.0      44.0      122.0      UA   \n",
+       "42934   2013     10   17    2206.0      110.0    2318.0      110.0      EV   \n",
+       "42944   2013     10   17    2306.0       67.0       7.0       55.0      EV   \n",
+       "42946   2013     10   17    2337.0       98.0      30.0       84.0      EV   \n",
+       "43197   2013     10   18     900.0       95.0    1128.0       95.0      UA   \n",
+       "43234   2013     10   18     948.0      108.0    1052.0       99.0      EV   \n",
+       "43294   2013     10   18    1054.0       64.0    1257.0       43.0      9E   \n",
+       "43295   2013     10   18    1055.0       89.0    1342.0       77.0      UA   \n",
+       "43336   2013     10   18    1152.0      102.0    1315.0       77.0      EV   \n",
+       "43353   2013     10   18    1211.0      241.0    1412.0      258.0      9E   \n",
+       "43400   2013     10   18    1301.0       91.0    1515.0       97.0      EV   \n",
+       "43460   2013     10   18    1406.0       66.0    1625.0       59.0      DL   \n",
+       "43461   2013     10   18    1410.0       78.0    1602.0       72.0      EV   \n",
+       "43513   2013     10   18    1458.0      149.0    1654.0      149.0      EV   \n",
+       "43571   2013     10   18    1553.0       63.0    1733.0       68.0      EV   \n",
+       "43597   2013     10   18    1615.0       70.0    1941.0       71.0      AA   \n",
+       "43602   2013     10   18    1618.0       78.0    1727.0       69.0      US   \n",
+       "43619   2013     10   18    1633.0       63.0    1949.0       64.0      AA   \n",
+       "43647   2013     10   18    1659.0       71.0    1925.0       88.0      EV   \n",
+       "43650   2013     10   18    1701.0       76.0    1918.0       73.0      WN   \n",
+       "43657   2013     10   18    1705.0       90.0    1941.0       61.0      B6   \n",
+       "43692   2013     10   18    1747.0       82.0    2012.0       94.0      EV   \n",
+       "43693   2013     10   18    1748.0       95.0    1908.0       98.0      EV   \n",
+       "43706   2013     10   18    1756.0       80.0    1949.0       95.0      EV   \n",
+       "43711   2013     10   18    1800.0       71.0    2034.0       91.0      EV   \n",
+       "43724   2013     10   18    1813.0       91.0    2135.0       95.0      UA   \n",
+       "43731   2013     10   18    1819.0      127.0    2033.0      133.0      EV   \n",
+       "43761   2013     10   18    1842.0       73.0    2056.0       79.0      EV   \n",
+       "43764   2013     10   18    1846.0       64.0    2057.0       77.0      EV   \n",
+       "43781   2013     10   18    1858.0       88.0    2104.0       94.0      WN   \n",
+       "43811   2013     10   18    1927.0      147.0    2050.0      132.0      UA   \n",
+       "43815   2013     10   18    1929.0       89.0    2059.0       99.0      WN   \n",
+       "43864   2013     10   18    2020.0       85.0    2156.0       81.0      AA   \n",
+       "43874   2013     10   18    2028.0       68.0    2143.0       50.0      9E   \n",
+       "43902   2013     10   18    2107.0       61.0    2327.0       74.0      EV   \n",
+       "43916   2013     10   18    2129.0      390.0    2351.0      374.0      DL   \n",
+       "43933   2013     10   18    2208.0       74.0     113.0       74.0      B6   \n",
+       "43935   2013     10   18    2215.0       75.0      25.0      100.0      MQ   \n",
+       "43936   2013     10   18    2225.0       75.0      48.0       67.0      EV   \n",
+       "43943   2013     10   18    2317.0      110.0      10.0       93.0      EV   \n",
+       "44170   2013     10   19    1001.0       89.0    1121.0       87.0      9E   \n",
+       "44321   2013     10   19    1353.0       68.0    1646.0       46.0      UA   \n",
+       "44329   2013     10   19    1416.0       65.0    1557.0       68.0      EV   \n",
+       "44343   2013     10   19    1432.0      108.0    1730.0      111.0      B6   \n",
+       "44435   2013     10   19    1612.0      256.0    1926.0      288.0      UA   \n",
+       "44484   2013     10   19    1704.0       64.0    1901.0       35.0      9E   \n",
+       "44505   2013     10   19    1726.0      116.0    1923.0      130.0      DL   \n",
+       "44527   2013     10   19    1802.0       97.0    1906.0       86.0      UA   \n",
+       "44566   2013     10   19    1911.0      161.0    2219.0      133.0      DL   \n",
+       "44604   2013     10   19    2045.0       70.0    2303.0       51.0      UA   \n",
+       "44815   2013     10   20     857.0       68.0    1157.0       74.0      B6   \n",
+       "45073   2013     10   20    1412.0       82.0    1521.0       81.0      AA   \n",
+       "45127   2013     10   20    1458.0       75.0    1701.0       76.0      EV   \n",
+       "45211   2013     10   20    1614.0       72.0    1831.0       67.0      EV   \n",
+       "45219   2013     10   20    1623.0       98.0    1944.0      114.0      B6   \n",
+       "45246   2013     10   20    1653.0      144.0    1956.0      135.0      UA   \n",
+       "45303   2013     10   20    1734.0      144.0    1912.0      162.0      MQ   \n",
+       "45375   2013     10   20    1853.0       78.0    2048.0       62.0      YV   \n",
+       "45385   2013     10   20    1859.0       64.0    2132.0       77.0      MQ   \n",
+       "45391   2013     10   20    1905.0      125.0    2221.0      143.0      DL   \n",
+       "45439   2013     10   20    1949.0       89.0    2212.0       96.0      9E   \n",
+       "45448   2013     10   20    1958.0       89.0    2114.0       95.0      MQ   \n",
+       "45457   2013     10   20    2008.0      248.0    2314.0      248.0      B6   \n",
+       "45461   2013     10   20    2014.0       74.0    2121.0       63.0      US   \n",
+       "45506   2013     10   20    2104.0       64.0    2210.0       36.0      9E   \n",
+       "45507   2013     10   20    2105.0      276.0    2341.0      279.0      US   \n",
+       "45510   2013     10   20    2108.0       86.0      54.0      124.0      B6   \n",
+       "45521   2013     10   20    2132.0       67.0     107.0       77.0      B6   \n",
+       "45533   2013     10   20    2203.0      153.0    2315.0      139.0      EV   \n",
+       "45535   2013     10   20    2229.0       79.0      51.0       70.0      EV   \n",
+       "45542   2013     10   20    2259.0      109.0      44.0       98.0      EV   \n",
+       "45882   2013     10   21    1048.0      138.0    1227.0      128.0      EV   \n",
+       "46035   2013     10   21    1349.0       70.0    1630.0       80.0      EV   \n",
+       "46076   2013     10   21    1441.0      101.0    1550.0       71.0      EV   \n",
+       "46153   2013     10   21    1538.0       62.0    1656.0       57.0      EV   \n",
+       "46190   2013     10   21    1605.0       65.0    1904.0       35.0      DL   \n",
+       "46260   2013     10   21    1706.0       77.0    1840.0       74.0      9E   \n",
+       "46290   2013     10   21    1734.0       69.0    2006.0       88.0      EV   \n",
+       "46331   2013     10   21    1818.0       63.0    1945.0       75.0      B6   \n",
+       "46358   2013     10   21    1842.0      112.0    2104.0      103.0      9E   \n",
+       "46416   2013     10   21    1941.0       66.0    2307.0       81.0      DL   \n",
+       "46435   2013     10   21    1958.0       83.0    2234.0       46.0      AS   \n",
+       "46441   2013     10   21    2002.0       61.0    2254.0       39.0      UA   \n",
+       "46446   2013     10   21    2009.0       69.0    2149.0       52.0      9E   \n",
+       "46503   2013     10   21    2103.0       88.0    2331.0      104.0      9E   \n",
+       "46504   2013     10   21    2103.0      138.0    2237.0      122.0      9E   \n",
+       "46508   2013     10   21    2119.0      129.0    2355.0      126.0      DL   \n",
+       "46521   2013     10   21    2221.0      201.0    2354.0      173.0      9E   \n",
+       "46529   2013     10   21    2313.0       74.0       3.0       57.0      EV   \n",
+       "46530   2013     10   21    2347.0      127.0     534.0        NaN      AA   \n",
+       "46634   2013     10   22     714.0       74.0    1015.0       84.0      UA   \n",
+       "46702   2013     10   22     811.0       76.0    1022.0       68.0      UA   \n",
+       "46705   2013     10   22     812.0       73.0    1111.0       76.0      UA   \n",
+       "46779   2013     10   22     907.0       75.0    1107.0       53.0      UA   \n",
+       "46802   2013     10   22     931.0       61.0    1228.0       87.0      EV   \n",
+       "46812   2013     10   22     948.0       78.0    1115.0       56.0      EV   \n",
+       "46896   2013     10   22    1124.0      204.0    1403.0      183.0      AA   \n",
+       "46947   2013     10   22    1244.0      279.0    1529.0      282.0      9E   \n",
+       "46961   2013     10   22    1250.0      140.0    1558.0      143.0      AA   \n",
+       "46992   2013     10   22    1326.0       86.0    1526.0       61.0      UA   \n",
+       "47037   2013     10   22    1421.0       96.0    1757.0      117.0      AA   \n",
+       "47114   2013     10   22    1526.0       87.0    1714.0      111.0      B6   \n",
+       "47156   2013     10   22    1600.0       64.0    1938.0       96.0      UA   \n",
+       "47177   2013     10   22    1621.0       80.0    1837.0       95.0      EV   \n",
+       "47225   2013     10   22    1702.0       97.0    1953.0       73.0      AA   \n",
+       "47256   2013     10   22    1729.0      112.0    1852.0      115.0      EV   \n",
+       "47258   2013     10   22    1730.0       61.0    1953.0       51.0      US   \n",
+       "47275   2013     10   22    1749.0       79.0    2058.0       48.0      VX   \n",
+       "47293   2013     10   22    1801.0      201.0    2017.0      219.0      DL   \n",
+       "47301   2013     10   22    1812.0      387.0    2017.0      381.0      YV   \n",
+       "47342   2013     10   22    1852.0      227.0    2206.0      216.0      AA   \n",
+       "47372   2013     10   22    1917.0      137.0    2153.0      128.0      AA   \n",
+       "47389   2013     10   22    1933.0       73.0    2241.0       76.0      UA   \n",
+       "47396   2013     10   22    1940.0       66.0    2237.0       62.0      9E   \n",
+       "47397   2013     10   22    1942.0      102.0    2102.0      106.0      B6   \n",
+       "47398   2013     10   22    1943.0      129.0    2231.0      105.0      UA   \n",
+       "47439   2013     10   22    2021.0      182.0    2205.0      183.0      EV   \n",
+       "47475   2013     10   22    2126.0       71.0    2306.0       73.0      EV   \n",
+       "47488   2013     10   22    2215.0       79.0      39.0       83.0      EV   \n",
+       "47714   2013     10   23     843.0      103.0    1136.0       81.0      VX   \n",
+       "47725   2013     10   23     851.0       71.0    1120.0       95.0      EV   \n",
+       "47871   2013     10   23    1146.0      171.0    1309.0      156.0      EV   \n",
+       "47920   2013     10   23    1242.0      102.0    1456.0      107.0      DL   \n",
+       "47972   2013     10   23    1343.0      373.0    1547.0      378.0      DL   \n",
+       "48003   2013     10   23    1420.0       83.0    1526.0       72.0      EV   \n",
+       "48067   2013     10   23    1509.0      114.0    1723.0      130.0      EV   \n",
+       "48095   2013     10   23    1537.0      147.0    1800.0      163.0      EV   \n",
+       "48246   2013     10   23    1747.0       69.0    2003.0       94.0      EV   \n",
+       "48372   2013     10   23    1950.0       95.0    2201.0      127.0      EV   \n",
+       "48384   2013     10   23    2001.0      181.0    2243.0      178.0      AA   \n",
+       "48412   2013     10   23    2034.0       69.0      22.0      115.0      DL   \n",
+       "48434   2013     10   23    2105.0      165.0    2320.0      166.0      9E   \n",
+       "48435   2013     10   23    2109.0       62.0    2320.0       78.0      EV   \n",
+       "48444   2013     10   23    2125.0       89.0    2326.0       91.0      DL   \n",
+       "48460   2013     10   23    2212.0       62.0    2343.0       48.0      MQ   \n",
+       "48461   2013     10   23    2213.0      118.0    2355.0      120.0      MQ   \n",
+       "48683   2013     10   24     836.0       86.0    1133.0       68.0      AA   \n",
+       "48729   2013     10   24     911.0       71.0    1153.0       65.0      DL   \n",
+       "48768   2013     10   24     959.0       69.0    1159.0       74.0      MQ   \n",
+       "48933   2013     10   24    1317.0       74.0    1525.0       73.0      EV   \n",
+       "48941   2013     10   24    1326.0      101.0    1519.0       83.0      YV   \n",
+       "49018   2013     10   24    1450.0       99.0    1643.0      114.0      EV   \n",
+       "49040   2013     10   24    1457.0      102.0    1633.0       80.0      EV   \n",
+       "49127   2013     10   24    1622.0      106.0    1740.0      101.0      EV   \n",
+       "49214   2013     10   24    1740.0      100.0    2034.0       88.0      B6   \n",
+       "49228   2013     10   24    1755.0       70.0    2106.0       51.0      B6   \n",
+       "49236   2013     10   24    1804.0       69.0    1909.0       49.0      WN   \n",
+       "49248   2013     10   24    1815.0       65.0    1937.0       68.0      EV   \n",
+       "49254   2013     10   24    1820.0       80.0    2125.0       77.0      DL   \n",
+       "49263   2013     10   24    1830.0      215.0    2143.0      216.0      UA   \n",
+       "49270   2013     10   24    1833.0       63.0    2032.0       39.0      EV   \n",
+       "49313   2013     10   24    1901.0       91.0    2207.0       63.0      DL   \n",
+       "49318   2013     10   24    1906.0       97.0    2223.0       78.0      VX   \n",
+       "49322   2013     10   24    1914.0      164.0    2216.0      126.0      VX   \n",
+       "49340   2013     10   24    1930.0       70.0    2130.0       56.0      9E   \n",
+       "49364   2013     10   24    1954.0      180.0    2206.0      152.0      UA   \n",
+       "49405   2013     10   24    2050.0      120.0       5.0      100.0      VX   \n",
+       "49416   2013     10   24    2059.0      180.0    2353.0      181.0      B6   \n",
+       "49423   2013     10   24    2105.0       65.0    2346.0       56.0      UA   \n",
+       "49429   2013     10   24    2118.0       75.0    2358.0       81.0      EV   \n",
+       "49450   2013     10   24    2154.0       74.0       2.0       64.0      9E   \n",
+       "49452   2013     10   24    2224.0      109.0     127.0      107.0      UA   \n",
+       "49456   2013     10   24    2243.0       63.0     117.0       37.0      AA   \n",
+       "49460   2013     10   24    2309.0       70.0       6.0       58.0      9E   \n",
+       "49667   2013     10   25     829.0      104.0    1004.0      103.0      9E   \n",
+       "49710   2013     10   25     903.0       83.0    1021.0       81.0      MQ   \n",
+       "49805   2013     10   25    1055.0      295.0    1207.0      291.0      EV   \n",
+       "49873   2013     10   25    1219.0      109.0    1511.0      105.0      UA   \n",
+       "49874   2013     10   25    1219.0      109.0    1512.0       97.0      AA   \n",
+       "49877   2013     10   25    1223.0       73.0    1530.0       59.0      9E   \n",
+       "49893   2013     10   25    1248.0      140.0    1446.0      141.0      EV   \n",
+       "50029   2013     10   25    1508.0       66.0    1706.0       61.0      EV   \n",
+       "50042   2013     10   25    1516.0      121.0    1724.0      131.0      EV   \n",
+       "50063   2013     10   25    1545.0      110.0    1721.0       99.0      EV   \n",
+       "50118   2013     10   25    1634.0       68.0    1911.0       55.0      UA   \n",
+       "50125   2013     10   25    1640.0      104.0    1840.0      103.0      EV   \n",
+       "50150   2013     10   25    1706.0      130.0    1906.0      145.0      9E   \n",
+       "50171   2013     10   25    1723.0       88.0    2011.0      126.0      MQ   \n",
+       "50175   2013     10   25    1725.0       72.0    1848.0       78.0      EV   \n",
+       "50178   2013     10   25    1726.0       61.0    1952.0       71.0      EV   \n",
+       "50190   2013     10   25    1732.0       63.0    1919.0       89.0      YV   \n",
+       "50198   2013     10   25    1745.0       67.0    1946.0       77.0      EV   \n",
+       "50206   2013     10   25    1750.0       98.0    2008.0      108.0      EV   \n",
+       "50207   2013     10   25    1753.0      378.0    2040.0      417.0      DL   \n",
+       "50214   2013     10   25    1758.0       69.0    2015.0       72.0      EV   \n",
+       "50225   2013     10   25    1809.0       74.0    2013.0      113.0      WN   \n",
+       "50228   2013     10   25    1813.0       77.0    2005.0       73.0      EV   \n",
+       "50251   2013     10   25    1829.0       72.0    2028.0       80.0      EV   \n",
+       "50258   2013     10   25    1836.0       97.0    2105.0       95.0      EV   \n",
+       "50261   2013     10   25    1841.0       72.0    2006.0       66.0      EV   \n",
+       "50268   2013     10   25    1849.0       67.0    2047.0       67.0      EV   \n",
+       "50269   2013     10   25    1850.0       69.0    2105.0       81.0      EV   \n",
+       "50281   2013     10   25    1855.0       75.0    2055.0       84.0      EV   \n",
+       "50298   2013     10   25    1915.0       72.0    2052.0       68.0      UA   \n",
+       "50301   2013     10   25    1915.0      100.0    2211.0       76.0      AA   \n",
+       "50302   2013     10   25    1918.0       78.0    2024.0       68.0      B6   \n",
+       "50303   2013     10   25    1920.0       81.0    2130.0       90.0      DL   \n",
+       "50324   2013     10   25    1936.0      156.0    2132.0      174.0      UA   \n",
+       "50340   2013     10   25    1956.0      101.0    2209.0      135.0      EV   \n",
+       "50342   2013     10   25    1958.0      168.0    2116.0      167.0      EV   \n",
+       "50358   2013     10   25    2016.0      132.0    2220.0      106.0      DL   \n",
+       "50366   2013     10   25    2026.0       79.0    2143.0       70.0      EV   \n",
+       "50368   2013     10   25    2034.0       64.0    2152.0       56.0      EV   \n",
+       "50373   2013     10   25    2042.0      102.0    2237.0      117.0      MQ   \n",
+       "50377   2013     10   25    2046.0       72.0    2230.0       54.0      EV   \n",
+       "50381   2013     10   25    2052.0      112.0      16.0      101.0      DL   \n",
+       "50397   2013     10   25    2100.0       78.0      34.0      104.0      B6   \n",
+       "50402   2013     10   25    2106.0       66.0    2223.0       63.0      US   \n",
+       "50406   2013     10   25    2109.0      118.0    2304.0      114.0      EV   \n",
+       "50413   2013     10   25    2118.0       72.0    2330.0       77.0      EV   \n",
+       "50414   2013     10   25    2120.0       61.0    2337.0       57.0      EV   \n",
+       "50421   2013     10   25    2140.0       85.0    2337.0      102.0      MQ   \n",
+       "50422   2013     10   25    2146.0      310.0    2314.0      300.0      EV   \n",
+       "50429   2013     10   25    2156.0      104.0    2339.0      109.0      EV   \n",
+       "50431   2013     10   25    2157.0      197.0    2319.0      201.0      EV   \n",
+       "50435   2013     10   25    2221.0       82.0       6.0       71.0      EV   \n",
+       "50437   2013     10   25    2229.0      174.0     111.0      141.0      AA   \n",
+       "50438   2013     10   25    2230.0       61.0      10.0       47.0      EV   \n",
+       "50439   2013     10   25    2232.0      117.0    2350.0      106.0      9E   \n",
+       "50441   2013     10   25    2234.0      274.0    2341.0      239.0      EV   \n",
+       "50445   2013     10   25    2248.0      108.0    2356.0       95.0      EV   \n",
+       "50448   2013     10   25    2306.0      146.0     108.0      140.0      EV   \n",
+       "50449   2013     10   25    2307.0       68.0      15.0       48.0      EV   \n",
+       "50450   2013     10   25    2353.0       68.0     102.0       69.0      B6   \n",
+       "50525   2013     10   26     727.0       87.0     937.0       69.0      DL   \n",
+       "50533   2013     10   26     736.0       96.0    1021.0       88.0      UA   \n",
+       "50535   2013     10   26     738.0       98.0     926.0       98.0      DL   \n",
+       "50597   2013     10   26     827.0       88.0    1117.0       66.0      UA   \n",
+       "50656   2013     10   26     943.0       64.0    1108.0       69.0      EV   \n",
+       "50671   2013     10   26     958.0       67.0    1203.0       50.0      UA   \n",
+       "50674   2013     10   26    1004.0      134.0    1130.0      130.0      UA   \n",
+       "50678   2013     10   26    1008.0       68.0    1211.0       42.0      DL   \n",
+       "50732   2013     10   26    1127.0      112.0    1347.0      124.0      EV   \n",
+       "50736   2013     10   26    1140.0      190.0    1411.0      161.0      UA   \n",
+       "50788   2013     10   26    1259.0      114.0    1403.0      108.0      MQ   \n",
+       "50831   2013     10   26    1354.0      149.0    1656.0      151.0      UA   \n",
+       "50859   2013     10   26    1447.0      107.0    1610.0       96.0      UA   \n",
+       "50903   2013     10   26    1536.0       88.0    1711.0      103.0      EV   \n",
+       "50959   2013     10   26    1631.0       81.0    1758.0       88.0      MQ   \n",
+       "51016   2013     10   26    1734.0      124.0    2020.0       97.0      UA   \n",
+       "51039   2013     10   26    1820.0       65.0    1931.0       61.0      B6   \n",
+       "51052   2013     10   26    1840.0       80.0    2121.0       59.0      B6   \n",
+       "51056   2013     10   26    1848.0      233.0    2105.0      225.0      9E   \n",
+       "51073   2013     10   26    1920.0       80.0    2214.0       75.0      UA   \n",
+       "51082   2013     10   26    1936.0      114.0    2132.0      112.0      EV   \n",
+       "51085   2013     10   26    1943.0       83.0    2150.0       78.0      9E   \n",
+       "51090   2013     10   26    1953.0       63.0    2247.0       22.0      DL   \n",
+       "51092   2013     10   26    2000.0       75.0    2141.0       67.0      9E   \n",
+       "51095   2013     10   26    2011.0      132.0    2303.0      121.0      UA   \n",
+       "51099   2013     10   26    2028.0       63.0    2224.0       35.0      9E   \n",
+       "51118   2013     10   26    2123.0      243.0      30.0      240.0      AA   \n",
+       "51123   2013     10   26    2136.0       78.0    2254.0       72.0      9E   \n",
+       "51125   2013     10   26    2139.0      124.0    2358.0      133.0      9E   \n",
+       "51294   2013     10   27     832.0       63.0    1122.0       61.0      UA   \n",
+       "51366   2013     10   27     946.0      101.0       NaN        NaN      EV   \n",
+       "51448   2013     10   27    1154.0      145.0    1445.0      131.0      UA   \n",
+       "51477   2013     10   27    1217.0       77.0    1509.0       63.0      UA   \n",
+       "51482   2013     10   27    1223.0       70.0    1422.0       50.0      UA   \n",
+       "51486   2013     10   27    1226.0       76.0    1523.0       53.0      AA   \n",
+       "51565   2013     10   27    1358.0       78.0    1616.0       56.0      AA   \n",
+       "51580   2013     10   27    1427.0      147.0    1658.0      134.0      B6   \n",
+       "51645   2013     10   27    1522.0      202.0    1913.0      238.0      UA   \n",
+       "51682   2013     10   27    1555.0      105.0    1751.0       95.0      B6   \n",
+       "51705   2013     10   27    1614.0      194.0    1731.0      172.0      EV   \n",
+       "51714   2013     10   27    1622.0       98.0    1757.0       93.0      9E   \n",
+       "51716   2013     10   27    1625.0       90.0    1805.0       85.0      MQ   \n",
+       "51724   2013     10   27    1629.0       79.0    1818.0       72.0      EV   \n",
+       "51768   2013     10   27    1710.0       70.0    1833.0       73.0      MQ   \n",
+       "51802   2013     10   27    1741.0       71.0    2041.0       61.0      AA   \n",
+       "51809   2013     10   27    1748.0      113.0    1922.0      102.0      EV   \n",
+       "51861   2013     10   27    1840.0       70.0    2039.0       46.0      EV   \n",
+       "51885   2013     10   27    1858.0       88.0    2028.0       74.0      B6   \n",
+       "51900   2013     10   27    1911.0      131.0    2251.0      154.0      UA   \n",
+       "51901   2013     10   27    1913.0      113.0    2134.0       84.0      UA   \n",
+       "51917   2013     10   27    1930.0       91.0    2220.0       87.0      B6   \n",
+       "51941   2013     10   27    1958.0       73.0    2302.0       52.0      AA   \n",
+       "51947   2013     10   27    2004.0      169.0    2245.0      141.0      UA   \n",
+       "51952   2013     10   27    2011.0      111.0    2259.0       94.0      UA   \n",
+       "51964   2013     10   27    2028.0       88.0    2325.0       50.0      DL   \n",
+       "51974   2013     10   27    2040.0       65.0    2220.0       33.0      9E   \n",
+       "51975   2013     10   27    2043.0       63.0    2206.0       41.0      MQ   \n",
+       "51994   2013     10   27    2059.0      210.0    2359.0      208.0      UA   \n",
+       "51998   2013     10   27    2103.0      168.0    2222.0      148.0      EV   \n",
+       "52007   2013     10   27    2116.0       76.0    2337.0       47.0      UA   \n",
+       "52008   2013     10   27    2118.0       68.0    2345.0       57.0      EV   \n",
+       "52010   2013     10   27    2120.0      110.0     115.0      109.0      B6   \n",
+       "52021   2013     10   27    2131.0      182.0    2308.0      154.0      DL   \n",
+       "52026   2013     10   27    2144.0       70.0    2349.0       72.0      EV   \n",
+       "52031   2013     10   27    2207.0       68.0       3.0       44.0      EV   \n",
+       "52042   2013     10   27    2305.0      275.0      37.0      236.0      EV   \n",
+       "52043   2013     10   27    2305.0      125.0     102.0       96.0      DL   \n",
+       "52334   2013     10   28     952.0       62.0    1138.0       53.0      MQ   \n",
+       "52338   2013     10   28     956.0      106.0    1217.0      100.0      FL   \n",
+       "52377   2013     10   28    1041.0      104.0    1410.0      132.0      UA   \n",
+       "52383   2013     10   28    1047.0       92.0    1245.0       62.0      EV   \n",
+       "52409   2013     10   28    1119.0       86.0    1406.0       70.0      B6   \n",
+       "52463   2013     10   28    1232.0       62.0    1403.0       33.0      EV   \n",
+       "52516   2013     10   28    1332.0       63.0    1517.0       52.0      EV   \n",
+       "52579   2013     10   28    1445.0       95.0    1633.0       67.0      EV   \n",
+       "52590   2013     10   28    1449.0       84.0    1609.0       81.0      B6   \n",
+       "52648   2013     10   28    1533.0      163.0    1710.0      190.0      AA   \n",
+       "52680   2013     10   28    1602.0       62.0    1800.0       44.0      EV   \n",
+       "52728   2013     10   28    1654.0      104.0    1752.0       82.0      MQ   \n",
+       "52739   2013     10   28    1656.0       86.0    1804.0       79.0      WN   \n",
+       "52760   2013     10   28    1708.0       73.0    1825.0       55.0      WN   \n",
+       "52782   2013     10   28    1728.0       98.0    2015.0       80.0      UA   \n",
+       "52838   2013     10   28    1827.0       97.0    2154.0      112.0      B6   \n",
+       "52849   2013     10   28    1836.0       66.0    2109.0       47.0      B6   \n",
+       "52881   2013     10   28    1905.0      129.0    2115.0      143.0      EV   \n",
+       "52884   2013     10   28    1905.0       85.0    2008.0       68.0      B6   \n",
+       "52909   2013     10   28    1930.0      120.0    2059.0      105.0      B6   \n",
+       "52944   2013     10   28    2002.0       77.0    2331.0       81.0      AA   \n",
+       "52968   2013     10   28    2034.0      184.0    2248.0      175.0      EV   \n",
+       "53018   2013     10   28    2221.0       68.0     142.0       72.0      UA   \n",
+       "53020   2013     10   28    2234.0      182.0      27.0      164.0      EV   \n",
+       "53291   2013     10   29     918.0      133.0    1114.0      149.0      WN   \n",
+       "53306   2013     10   29     935.0       75.0    1127.0       66.0      US   \n",
+       "53331   2013     10   29    1000.0       75.0    1103.0       65.0      9E   \n",
+       "53393   2013     10   29    1124.0       62.0    1246.0       60.0      EV   \n",
+       "53487   2013     10   29    1319.0       79.0    1428.0       80.0      B6   \n",
+       "53506   2013     10   29    1342.0      106.0    1621.0      103.0      UA   \n",
+       "53565   2013     10   29    1449.0       80.0    1631.0       82.0      AA   \n",
+       "53636   2013     10   29    1546.0       61.0    1922.0       84.0      UA   \n",
+       "53663   2013     10   29    1606.0       61.0    1809.0       63.0      EV   \n",
+       "53675   2013     10   29    1619.0       69.0    2012.0       52.0      AA   \n",
+       "53693   2013     10   29    1637.0       62.0    1926.0       29.0      B6   \n",
+       "53768   2013     10   29    1739.0       64.0    1856.0       60.0      YV   \n",
+       "53772   2013     10   29    1745.0      135.0    2113.0      139.0      UA   \n",
+       "53867   2013     10   29    1916.0       72.0    2141.0       67.0      DL   \n",
+       "53887   2013     10   29    1933.0      297.0    2111.0      312.0      EV   \n",
+       "53888   2013     10   29    1935.0      160.0    2104.0      164.0      WN   \n",
+       "53893   2013     10   29    1941.0       71.0    2249.0       52.0      UA   \n",
+       "53973   2013     10   29    2137.0      248.0      50.0      225.0      VX   \n",
+       "53979   2013     10   29    2215.0       75.0    2356.0       71.0      MQ   \n",
+       "53981   2013     10   29    2235.0      116.0     122.0       87.0      B6   \n",
+       "53985   2013     10   29    2247.0      227.0      14.0      229.0      WN   \n",
+       "53988   2013     10   29    2343.0      104.0      31.0       85.0      EV   \n",
+       "54185   2013     10   30     824.0      114.0    1146.0      144.0      UA   \n",
+       "54302   2013     10   30    1012.0      192.0    1239.0      177.0      DL   \n",
+       "54362   2013     10   30    1128.0      119.0    1402.0      150.0      EV   \n",
+       "54363   2013     10   30    1136.0       67.0    1307.0       53.0      AA   \n",
+       "54406   2013     10   30    1229.0       74.0    1343.0       43.0      EV   \n",
+       "54416   2013     10   30    1243.0      148.0    1420.0      122.0      US   \n",
+       "54502   2013     10   30    1416.0      136.0    1542.0      150.0      DL   \n",
+       "54509   2013     10   30    1428.0       78.0    1634.0       64.0      FL   \n",
+       "54590   2013     10   30    1529.0       79.0    1739.0       62.0      FL   \n",
+       "54646   2013     10   30    1620.0      123.0    1907.0      141.0      UA   \n",
+       "54679   2013     10   30    1656.0       86.0    1956.0       71.0      AA   \n",
+       "54692   2013     10   30    1703.0       78.0    1824.0       63.0      EV   \n",
+       "54711   2013     10   30    1718.0       73.0    1855.0       60.0      AA   \n",
+       "54731   2013     10   30    1729.0       69.0    2015.0       40.0      AA   \n",
+       "54750   2013     10   30    1757.0       62.0    1933.0       62.0      EV   \n",
+       "54869   2013     10   30    1941.0      311.0    2152.0      318.0      EV   \n",
+       "54925   2013     10   30    2055.0      105.0    2328.0       80.0      DL   \n",
+       "54932   2013     10   30    2104.0       84.0    2210.0       70.0      EV   \n",
+       "54954   2013     10   30    2224.0      174.0    2349.0      173.0      EV   \n",
+       "54962   2013     10   30    2321.0      112.0      48.0       85.0      EV   \n",
+       "54963   2013     10   30    2335.0       96.0      45.0       99.0      EV   \n",
+       "55185   2013     10   31     840.0      130.0    1114.0      155.0      EV   \n",
+       "55245   2013     10   31     931.0       61.0    1107.0       60.0      9E   \n",
+       "55281   2013     10   31    1019.0      124.0    1146.0      119.0      9E   \n",
+       "55365   2013     10   31    1205.0       82.0    1429.0       78.0      UA   \n",
+       "55415   2013     10   31    1308.0      166.0    1435.0      169.0      EV   \n",
+       "55416   2013     10   31    1309.0       79.0    1511.0       68.0      YV   \n",
+       "55551   2013     10   31    1534.0       74.0    1707.0       72.0      AA   \n",
+       "55615   2013     10   31    1647.0       97.0    1805.0       95.0      MQ   \n",
+       "55639   2013     10   31    1703.0       63.0    1834.0       74.0      MQ   \n",
+       "55648   2013     10   31    1711.0      102.0    1845.0      116.0      EV   \n",
+       "55655   2013     10   31    1718.0       66.0    1927.0       67.0      EV   \n",
+       "55664   2013     10   31    1727.0      119.0    1858.0      119.0      EV   \n",
+       "55672   2013     10   31    1736.0      111.0    1955.0      110.0      WN   \n",
+       "55674   2013     10   31    1738.0      128.0    2026.0      101.0      AA   \n",
+       "55696   2013     10   31    1807.0       61.0    1914.0       56.0      B6   \n",
+       "55709   2013     10   31    1818.0       63.0    2119.0       74.0      WN   \n",
+       "55750   2013     10   31    1857.0      107.0    2017.0      108.0      EV   \n",
+       "55766   2013     10   31    1914.0      106.0    2120.0      104.0      EV   \n",
+       "55773   2013     10   31    1921.0      100.0    2115.0       91.0      EV   \n",
+       "55821   2013     10   31    2022.0       75.0    2152.0       79.0      EV   \n",
+       "55833   2013     10   31    2052.0       82.0    2216.0       80.0      EV   \n",
+       "55838   2013     10   31    2054.0      129.0    2207.0       98.0      EV   \n",
+       "55848   2013     10   31    2103.0      143.0    2224.0      146.0      EV   \n",
+       "55849   2013     10   31    2103.0      123.0    2231.0       94.0      9E   \n",
+       "55874   2013     10   31    2216.0       66.0    2353.0       58.0      MQ   \n",
+       "55877   2013     10   31    2236.0      206.0     103.0      168.0      AA   \n",
+       "55881   2013     10   31    2242.0      132.0    2357.0      127.0      WN   \n",
+       "55884   2013     10   31    2333.0      154.0      43.0      143.0      EV   \n",
+       "55894   2013     11    1      35.0      105.0     123.0       87.0      B6   \n",
+       "56016   2013     11    1     734.0       94.0    1015.0      106.0      EV   \n",
+       "56048   2013     11    1     800.0      110.0     940.0      136.0      EV   \n",
+       "56080   2013     11    1     824.0       84.0     951.0       86.0      WN   \n",
+       "56142   2013     11    1     906.0       61.0    1101.0       61.0      EV   \n",
+       "56166   2013     11    1     941.0       61.0    1219.0       79.0      EV   \n",
+       "56221   2013     11    1    1046.0       70.0    1146.0       54.0      B6   \n",
+       "56254   2013     11    1    1142.0       92.0    1303.0       65.0      EV   \n",
+       "56266   2013     11    1    1159.0       97.0    1328.0      102.0      EV   \n",
+       "56274   2013     11    1    1205.0       66.0    1400.0       66.0      MQ   \n",
+       "56281   2013     11    1    1210.0       65.0    1342.0       72.0      WN   \n",
+       "56285   2013     11    1    1214.0       64.0    1542.0       71.0      9E   \n",
+       "56318   2013     11    1    1259.0      139.0    1426.0      147.0      B6   \n",
+       "56325   2013     11    1    1310.0      265.0    1423.0      233.0      EV   \n",
+       "56343   2013     11    1    1338.0       72.0    1533.0       75.0      EV   \n",
+       "56357   2013     11    1    1351.0       82.0    1507.0       82.0      B6   \n",
+       "56369   2013     11    1    1409.0       69.0    1523.0       53.0      UA   \n",
+       "56387   2013     11    1    1433.0       78.0    1620.0       67.0      EV   \n",
+       "56388   2013     11    1    1433.0       78.0    1731.0       61.0      B6   \n",
+       "56400   2013     11    1    1444.0       74.0    1755.0       81.0      B6   \n",
+       "56446   2013     11    1    1524.0       89.0    1732.0       77.0      US   \n",
+       "56460   2013     11    1    1537.0       97.0    1639.0       90.0      B6   \n",
+       "56468   2013     11    1    1548.0       79.0    1732.0       69.0      9E   \n",
+       "56494   2013     11    1    1609.0       84.0    1926.0       89.0      B6   \n",
+       "56511   2013     11    1    1623.0      126.0    1845.0      119.0      UA   \n",
+       "56524   2013     11    1    1643.0       98.0    1842.0       99.0      EV   \n",
+       "56525   2013     11    1    1644.0      102.0    1846.0       82.0      EV   \n",
+       "56526   2013     11    1    1646.0      106.0    1900.0      104.0      EV   \n",
+       "56533   2013     11    1    1654.0      129.0    1833.0      125.0      EV   \n",
+       "56542   2013     11    1    1700.0       65.0    1812.0       42.0      WN   \n",
+       "56544   2013     11    1    1703.0       78.0    1819.0       58.0      EV   \n",
+       "56546   2013     11    1    1704.0       89.0    2010.0       73.0      B6   \n",
+       "56553   2013     11    1    1707.0       98.0    1958.0       93.0      B6   \n",
+       "56554   2013     11    1    1708.0      128.0    1909.0      133.0      US   \n",
+       "56557   2013     11    1    1714.0      148.0    1943.0      146.0      EV   \n",
+       "56558   2013     11    1    1714.0      134.0    1840.0      126.0      UA   \n",
+       "56563   2013     11    1    1718.0      108.0    2120.0      155.0      AA   \n",
+       "56583   2013     11    1    1737.0       97.0    2047.0      100.0      B6   \n",
+       "56585   2013     11    1    1741.0       65.0    1923.0       69.0      EV   \n",
+       "56590   2013     11    1    1751.0       81.0    2000.0       63.0      US   \n",
+       "56591   2013     11    1    1751.0       82.0    2047.0       75.0      B6   \n",
+       "56594   2013     11    1    1757.0       68.0    2024.0       81.0      EV   \n",
+       "56595   2013     11    1    1757.0       82.0       NaN        NaN      B6   \n",
+       "56605   2013     11    1    1807.0      107.0    2123.0      103.0      AA   \n",
+       "56609   2013     11    1    1810.0       80.0    1913.0       71.0      B6   \n",
+       "56618   2013     11    1    1815.0       69.0    1928.0       70.0      B6   \n",
+       "56619   2013     11    1    1815.0       75.0    2059.0       79.0      DL   \n",
+       "56629   2013     11    1    1824.0       69.0    2116.0       52.0      UA   \n",
+       "56640   2013     11    1    1832.0      127.0    2052.0      134.0      EV   \n",
+       "56645   2013     11    1    1835.0       66.0    2136.0       64.0      UA   \n",
+       "56655   2013     11    1    1851.0       96.0    2341.0        NaN      WN   \n",
+       "56676   2013     11    1    1910.0      135.0    2027.0      127.0      WN   \n",
+       "56680   2013     11    1    1918.0       75.0    2215.0       58.0      UA   \n",
+       "56684   2013     11    1    1920.0       81.0    2058.0       58.0      DL   \n",
+       "56685   2013     11    1    1922.0      113.0    2135.0      104.0      F9   \n",
+       "56686   2013     11    1    1922.0       87.0    2213.0       78.0      AA   \n",
+       "56687   2013     11    1    1923.0       68.0    2114.0       80.0      EV   \n",
+       "56692   2013     11    1    1923.0      114.0    2252.0      107.0      VX   \n",
+       "56704   2013     11    1    1933.0       90.0    2110.0       86.0      UA   \n",
+       "56709   2013     11    1    1935.0       95.0    2121.0       99.0      EV   \n",
+       "56710   2013     11    1    1935.0      125.0    2249.0      144.0      B6   \n",
+       "56714   2013     11    1    1939.0       89.0    2124.0       89.0      MQ   \n",
+       "56718   2013     11    1    1941.0      106.0    2131.0      121.0      MQ   \n",
+       "56739   2013     11    1    2004.0       75.0    2315.0       66.0      B6   \n",
+       "56740   2013     11    1    2006.0       67.0    2242.0       76.0      FL   \n",
+       "56747   2013     11    1    2012.0       67.0    2221.0       50.0      EV   \n",
+       "56749   2013     11    1    2012.0      102.0    2231.0       81.0      WN   \n",
+       "56750   2013     11    1    2013.0       98.0    2317.0       89.0      AS   \n",
+       "56759   2013     11    1    2022.0       84.0    2255.0       65.0      B6   \n",
+       "56761   2013     11    1    2024.0      144.0    2143.0      143.0      WN   \n",
+       "56764   2013     11    1    2028.0      103.0    2214.0      105.0      EV   \n",
+       "56767   2013     11    1    2029.0      120.0    2154.0      110.0      MQ   \n",
+       "56781   2013     11    1    2051.0      101.0    2328.0       78.0      AA   \n",
+       "56789   2013     11    1    2057.0       97.0    2217.0       84.0      9E   \n",
+       "56796   2013     11    1    2108.0       88.0    2240.0      100.0      EV   \n",
+       "56800   2013     11    1    2116.0      166.0      24.0      147.0      UA   \n",
+       "56813   2013     11    1    2137.0       79.0      28.0       75.0      B6   \n",
+       "56816   2013     11    1    2152.0       82.0    2352.0       61.0      EV   \n",
+       "56821   2013     11    1    2207.0       67.0    2344.0       69.0      MQ   \n",
+       "56823   2013     11    1    2207.0       67.0      46.0       61.0      B6   \n",
+       "56824   2013     11    1    2216.0      156.0    2355.0      150.0      MQ   \n",
+       "56826   2013     11    1    2222.0      172.0      38.0      159.0      DL   \n",
+       "56827   2013     11    1    2228.0       64.0      41.0       64.0      EV   \n",
+       "56828   2013     11    1    2230.0       80.0     110.0       89.0      EV   \n",
+       "56833   2013     11    1    2244.0       64.0     148.0       68.0      AA   \n",
+       "56836   2013     11    1    2249.0      259.0      51.0      250.0      EV   \n",
+       "56838   2013     11    1    2257.0       61.0       3.0       55.0      UA   \n",
+       "56839   2013     11    1    2329.0      179.0      34.0      149.0      WN   \n",
+       "57038   2013     11    2     848.0       78.0    1202.0       67.0      VX   \n",
+       "57042   2013     11    2     852.0       82.0    1209.0       69.0      VX   \n",
+       "57083   2013     11    2     944.0      129.0    1135.0      123.0      EV   \n",
+       "57154   2013     11    2    1140.0       65.0    1312.0       52.0      AA   \n",
+       "57181   2013     11    2    1205.0       85.0    1319.0       80.0      B6   \n",
+       "57197   2013     11    2    1240.0       90.0    1603.0       92.0      9E   \n",
+       "57273   2013     11    2    1435.0      125.0    1728.0      132.0      B6   \n",
+       "57303   2013     11    2    1501.0       92.0    1819.0      105.0      UA   \n",
+       "57359   2013     11    2    1605.0       70.0    1918.0       88.0      MQ   \n",
+       "57416   2013     11    2    1705.0       68.0    2001.0       57.0      UA   \n",
+       "57452   2013     11    2    1803.0      120.0    1957.0       90.0      9E   \n",
+       "57530   2013     11    2    2032.0       92.0    2241.0       67.0      DL   \n",
+       "57551   2013     11    2    2217.0      322.0     114.0      299.0      VX   \n",
+       "57582   2013     11    3     603.0      798.0     829.0      796.0      DL   \n",
+       "57849   2013     11    3    1104.0      164.0    1237.0      136.0      US   \n",
+       "57858   2013     11    3    1115.0      195.0    1419.0      199.0      AA   \n",
+       "57917   2013     11    3    1237.0      103.0    1410.0       93.0      EV   \n",
+       "58000   2013     11    3    1419.0       79.0    1541.0       67.0      UA   \n",
+       "58017   2013     11    3    1436.0       81.0    1804.0       67.0      US   \n",
+       "58100   2013     11    3    1550.0       81.0    1908.0       87.0      UA   \n",
+       "58119   2013     11    3    1558.0       68.0    1714.0       64.0      EV   \n",
+       "58170   2013     11    3    1648.0      118.0    1803.0       99.0      9E   \n",
+       "58223   2013     11    3    1732.0      153.0    1950.0      132.0      DL   \n",
+       "58225   2013     11    3    1734.0       64.0    2059.0       48.0      US   \n",
+       "58271   2013     11    3    1826.0       69.0    2044.0       96.0      EV   \n",
+       "58286   2013     11    3    1839.0       99.0    2004.0      108.0      B6   \n",
+       "58294   2013     11    3    1848.0      113.0    2045.0      134.0      EV   \n",
+       "58326   2013     11    3    1916.0       95.0    2145.0      121.0      EV   \n",
+       "58346   2013     11    3    1931.0      106.0    2137.0      103.0      DL   \n",
+       "58350   2013     11    3    1933.0       94.0    2259.0      127.0      UA   \n",
+       "58361   2013     11    3    1944.0       74.0    2047.0       67.0      MQ   \n",
+       "58392   2013     11    3    2015.0       68.0    2148.0       75.0      EV   \n",
+       "58430   2013     11    3    2058.0       88.0    2227.0       91.0      EV   \n",
+       "58470   2013     11    4      11.0       81.0     120.0       84.0      B6   \n",
+       "58702   2013     11    4     857.0       63.0    1003.0       52.0      B6   \n",
+       "58724   2013     11    4     913.0       73.0    1117.0       61.0      9E   \n",
+       "58779   2013     11    4    1023.0       73.0    1127.0       62.0      B6   \n",
+       "58796   2013     11    4    1035.0       95.0    1140.0       81.0      B6   \n",
+       "58883   2013     11    4    1235.0      130.0    1327.0      120.0      B6   \n",
+       "58947   2013     11    4    1344.0      184.0    1456.0      177.0      B6   \n",
+       "58969   2013     11    4    1411.0       86.0    1500.0       71.0      B6   \n",
+       "59112   2013     11    4    1618.0      109.0    1926.0      118.0      UA   \n",
+       "59250   2013     11    4    1822.0      413.0    2143.0      434.0      AA   \n",
+       "59277   2013     11    4    1849.0      109.0    2048.0      113.0      AA   \n",
+       "59385   2013     11    4    2038.0       98.0    2225.0      106.0      UA   \n",
+       "59405   2013     11    4    2114.0       94.0    2228.0       88.0      EV   \n",
+       "59419   2013     11    4    2127.0      102.0    2221.0       80.0      9E   \n",
+       "59425   2013     11    4    2138.0       91.0    2339.0       97.0      EV   \n",
+       "59576   2013     11    5     740.0       99.0     934.0       83.0      EV   \n",
+       "59748   2013     11    5    1005.0      120.0    1257.0      112.0      DL   \n",
+       "59773   2013     11    5    1040.0      150.0    1223.0      149.0      EV   \n",
+       "59822   2013     11    5    1151.0       62.0    1351.0       72.0      EV   \n",
+       "59849   2013     11    5    1212.0      102.0    1509.0      104.0      AA   \n",
+       "60011   2013     11    5    1508.0      248.0    1843.0      276.0      DL   \n",
+       "60049   2013     11    5    1545.0       73.0    1903.0       64.0      UA   \n",
+       "60076   2013     11    5    1604.0       64.0    1733.0       74.0      US   \n",
+       "60088   2013     11    5    1614.0       64.0    1803.0       51.0      EV   \n",
+       "60123   2013     11    5    1645.0       75.0    1941.0       56.0      AA   \n",
+       "60132   2013     11    5    1651.0       91.0    2010.0       91.0      DL   \n",
+       "60175   2013     11    5    1734.0       64.0    2054.0       57.0      US   \n",
+       "60189   2013     11    5    1750.0      180.0    1909.0      165.0      9E   \n",
+       "60235   2013     11    5    1829.0       94.0    2026.0       94.0      EV   \n",
+       "60371   2013     11    5    2055.0      235.0    2235.0      233.0      UA   \n",
+       "60381   2013     11    5    2103.0       78.0    2207.0       66.0      9E   \n",
+       "60393   2013     11    5    2143.0      103.0    2258.0      101.0      9E   \n",
+       "60398   2013     11    5    2156.0      169.0    2320.0      169.0      EV   \n",
+       "60756   2013     11    6    1101.0       61.0    1427.0       54.0      DL   \n",
+       "60759   2013     11    6    1106.0      126.0    1249.0      147.0      B6   \n",
+       "60765   2013     11    6    1116.0       61.0    1259.0       89.0      MQ   \n",
+       "60770   2013     11    6    1124.0       85.0    1222.0       66.0      EV   \n",
+       "60779   2013     11    6    1135.0      140.0    1419.0      120.0      DL   \n",
+       "61007   2013     11    6    1537.0      114.0    1730.0       99.0      US   \n",
+       "61059   2013     11    6    1616.0      212.0    1833.0      227.0      9E   \n",
+       "61063   2013     11    6    1623.0       68.0    1910.0       66.0      UA   \n",
+       "61092   2013     11    6    1650.0       80.0    2011.0       66.0      UA   \n",
+       "61123   2013     11    6    1714.0      129.0    1917.0      102.0      EV   \n",
+       "61163   2013     11    6    1756.0       61.0    2013.0       53.0      EV   \n",
+       "61177   2013     11    6    1805.0       65.0    2221.0      106.0      UA   \n",
+       "61248   2013     11    6    1912.0      142.0    2024.0      142.0      B6   \n",
+       "61308   2013     11    6    2011.0      131.0    2251.0      110.0      UA   \n",
+       "61311   2013     11    6    2015.0      105.0      12.0      126.0      UA   \n",
+       "61331   2013     11    6    2042.0      153.0       5.0      145.0      UA   \n",
+       "61367   2013     11    6    2208.0       68.0    2309.0       30.0      EV   \n",
+       "61370   2013     11    6    2237.0       91.0    2331.0       78.0      B6   \n",
+       "61375   2013     11    6    2301.0      156.0     144.0      129.0      UA   \n",
+       "61376   2013     11    6    2308.0      241.0      12.0      221.0      EV   \n",
+       "61377   2013     11    6    2335.0       80.0      18.0       61.0      EV   \n",
+       "61492   2013     11    7     709.0       69.0    1039.0       66.0      UA   \n",
+       "61637   2013     11    7     920.0       85.0    1054.0       79.0      MQ   \n",
+       "61726   2013     11    7    1105.0      110.0    1358.0       99.0      DL   \n",
+       "61771   2013     11    7    1204.0      126.0    1406.0      111.0      9E   \n",
+       "61812   2013     11    7    1302.0       62.0    1421.0       45.0      UA   \n",
+       "61815   2013     11    7    1307.0       68.0    1435.0       86.0      MQ   \n",
+       "61828   2013     11    7    1322.0       62.0    1502.0       67.0      MQ   \n",
+       "61859   2013     11    7    1355.0      100.0    1625.0      100.0      WN   \n",
+       "61870   2013     11    7    1408.0       68.0    1729.0       79.0      VX   \n",
+       "61935   2013     11    7    1515.0       90.0    1838.0       98.0      AA   \n",
+       "61945   2013     11    7    1531.0       66.0    1801.0       68.0      FL   \n",
+       "61958   2013     11    7    1541.0      113.0    1652.0      119.0      UA   \n",
+       "61960   2013     11    7    1545.0       70.0    1708.0       43.0      EV   \n",
+       "61980   2013     11    7    1600.0       90.0    1738.0       89.0      UA   \n",
+       "61989   2013     11    7    1608.0       69.0    1856.0       60.0      DL   \n",
+       "62067   2013     11    7    1722.0      137.0    1940.0      125.0      EV   \n",
+       "62068   2013     11    7    1723.0      128.0    2022.0      138.0      UA   \n",
+       "62085   2013     11    7    1741.0      118.0    1925.0       93.0      EV   \n",
+       "62088   2013     11    7    1746.0       77.0    2050.0       78.0      B6   \n",
+       "62090   2013     11    7    1748.0      121.0    2047.0      143.0      9E   \n",
+       "62094   2013     11    7    1751.0       81.0    1936.0       88.0      EV   \n",
+       "62126   2013     11    7    1816.0       94.0    2055.0      100.0      EV   \n",
+       "62129   2013     11    7    1817.0      107.0    2126.0      111.0      WN   \n",
+       "62135   2013     11    7    1821.0       71.0    1946.0       78.0      UA   \n",
+       "62137   2013     11    7    1825.0       86.0    2016.0       77.0      DL   \n",
+       "62141   2013     11    7    1827.0       62.0    2145.0       65.0      VX   \n",
+       "62144   2013     11    7    1828.0       63.0    2020.0       65.0      WN   \n",
+       "62148   2013     11    7    1834.0      109.0    2121.0      128.0      DL   \n",
+       "62158   2013     11    7    1848.0       79.0    2141.0      106.0      FL   \n",
+       "62163   2013     11    7    1853.0      128.0    2013.0      128.0      EV   \n",
+       "62168   2013     11    7    1857.0      111.0    2007.0      109.0      B6   \n",
+       "62185   2013     11    7    1912.0       97.0    2202.0       95.0      B6   \n",
+       "62187   2013     11    7    1914.0       89.0    2110.0       76.0      DL   \n",
+       "62189   2013     11    7    1918.0      148.0    2028.0      146.0      B6   \n",
+       "62191   2013     11    7    1922.0      112.0    2115.0      121.0      B6   \n",
+       "62192   2013     11    7    1922.0       67.0    2207.0       72.0      WN   \n",
+       "62193   2013     11    7    1923.0      103.0    2041.0      101.0      B6   \n",
+       "62194   2013     11    7    1923.0       70.0    2100.0       86.0      EV   \n",
+       "62196   2013     11    7    1924.0      124.0    2241.0      131.0      AA   \n",
+       "62202   2013     11    7    1928.0       88.0    2129.0       87.0      EV   \n",
+       "62204   2013     11    7    1931.0      111.0    2256.0      141.0      AA   \n",
+       "62213   2013     11    7    1938.0      183.0    2120.0      190.0      EV   \n",
+       "62219   2013     11    7    1950.0       80.0    2136.0       60.0      DL   \n",
+       "62225   2013     11    7    1955.0       78.0    2121.0       72.0      B6   \n",
+       "62231   2013     11    7    1958.0      113.0    2130.0      120.0      WN   \n",
+       "62234   2013     11    7    1959.0       68.0    2259.0       59.0      UA   \n",
+       "62237   2013     11    7    2000.0       75.0    2135.0       65.0      9E   \n",
+       "62241   2013     11    7    2004.0      124.0    2227.0      110.0      DL   \n",
+       "62242   2013     11    7    2004.0       69.0    2219.0       80.0      US   \n",
+       "62247   2013     11    7    2007.0       98.0    2136.0       92.0      MQ   \n",
+       "62249   2013     11    7    2009.0       69.0    2313.0       61.0      UA   \n",
+       "62251   2013     11    7    2010.0       70.0    2220.0       56.0      9E   \n",
+       "62256   2013     11    7    2018.0      104.0    2231.0       91.0      9E   \n",
+       "62263   2013     11    7    2033.0       63.0    2241.0       60.0      EV   \n",
+       "62267   2013     11    7    2041.0       71.0    2258.0       82.0      EV   \n",
+       "62271   2013     11    7    2044.0       74.0    2205.0       78.0      EV   \n",
+       "62272   2013     11    7    2044.0       84.0    2334.0       92.0      9E   \n",
+       "62273   2013     11    7    2044.0      103.0      32.0      109.0      DL   \n",
+       "62276   2013     11    7    2049.0       74.0    2218.0       46.0      EV   \n",
+       "62284   2013     11    7    2058.0      111.0    2212.0      101.0      EV   \n",
+       "62286   2013     11    7    2058.0      133.0    2239.0      137.0      9E   \n",
+       "62287   2013     11    7    2059.0       79.0    2306.0      101.0      MQ   \n",
+       "62289   2013     11    7    2102.0       67.0    2302.0       76.0      EV   \n",
+       "62291   2013     11    7    2105.0      120.0    2400.0      115.0      AA   \n",
+       "62295   2013     11    7    2108.0       98.0      58.0      129.0      DL   \n",
+       "62296   2013     11    7    2113.0       88.0    2229.0       88.0      9E   \n",
+       "62297   2013     11    7    2119.0       79.0    2247.0       71.0      UA   \n",
+       "62298   2013     11    7    2120.0      110.0    2340.0       96.0      DL   \n",
+       "62303   2013     11    7    2125.0       80.0    2245.0       75.0      EV   \n",
+       "62305   2013     11    7    2125.0       75.0    2232.0       70.0      B6   \n",
+       "62308   2013     11    7    2129.0      114.0    2351.0      122.0      9E   \n",
+       "62318   2013     11    7    2140.0      175.0    2302.0      156.0      EV   \n",
+       "62319   2013     11    7    2141.0      101.0      59.0      104.0      DL   \n",
+       "62321   2013     11    7    2142.0       84.0      49.0       96.0      B6   \n",
+       "62327   2013     11    7    2159.0       79.0      18.0       78.0      9E   \n",
+       "62338   2013     11    7    2228.0       68.0     113.0       64.0      UA   \n",
+       "62339   2013     11    7    2232.0       85.0    2323.0       68.0      UA   \n",
+       "62340   2013     11    7    2238.0       68.0     132.0       74.0      B6   \n",
+       "62342   2013     11    7    2242.0       63.0       8.0       66.0      B6   \n",
+       "62345   2013     11    7    2250.0      210.0       NaN        NaN      9E   \n",
+       "62346   2013     11    7    2251.0      101.0      41.0       95.0      EV   \n",
+       "62347   2013     11    7    2256.0      110.0    2350.0       97.0      B6   \n",
+       "62348   2013     11    7    2306.0       67.0      22.0       60.0      EV   \n",
+       "62349   2013     11    7    2316.0      231.0     349.0      190.0      DL   \n",
+       "62351   2013     11    7    2328.0      148.0      38.0      119.0      EV   \n",
+       "62529   2013     11    8     758.0       63.0    1041.0       81.0      AA   \n",
+       "62683   2013     11    8    1017.0      102.0    1224.0       91.0      EV   \n",
+       "62743   2013     11    8    1142.0      272.0    1521.0      292.0      UA   \n",
+       "62752   2013     11    8    1151.0      262.0    1248.0      245.0      UA   \n",
+       "62769   2013     11    8    1201.0       76.0    1422.0       62.0      EV   \n",
+       "62782   2013     11    8    1215.0       75.0    1525.0       74.0      DL   \n",
+       "62791   2013     11    8    1232.0       76.0    1506.0       94.0      EV   \n",
+       "62829   2013     11    8    1318.0       73.0    1434.0       51.0      9E   \n",
+       "62841   2013     11    8    1328.0       73.0    1452.0       79.0      EV   \n",
+       "62842   2013     11    8    1329.0       74.0    1548.0       68.0      EV   \n",
+       "62870   2013     11    8    1404.0       64.0    1533.0       65.0      UA   \n",
+       "62896   2013     11    8    1438.0       72.0    1618.0       54.0      EV   \n",
+       "63009   2013     11    8    1613.0      105.0    1738.0      113.0      EV   \n",
+       "63073   2013     11    8    1659.0       74.0    1919.0       64.0      WN   \n",
+       "63143   2013     11    8    1808.0       73.0    2130.0       75.0      VX   \n",
+       "63161   2013     11    8    1827.0      118.0    2132.0      120.0      B6   \n",
+       "63205   2013     11    8    1903.0       94.0    2120.0       99.0      EV   \n",
+       "63216   2013     11    8    1921.0      171.0    2055.0      167.0      EV   \n",
+       "63277   2013     11    8    2022.0      137.0    2208.0      138.0      AA   \n",
+       "63289   2013     11    8    2035.0       65.0    2237.0       61.0      EV   \n",
+       "63294   2013     11    8    2043.0      118.0    2335.0      103.0      DL   \n",
+       "63306   2013     11    8    2052.0       72.0    2227.0       67.0      AA   \n",
+       "63307   2013     11    8    2053.0      169.0      12.0      157.0      UA   \n",
+       "63347   2013     11    8    2231.0      201.0     108.0      179.0      DL   \n",
+       "63348   2013     11    8    2236.0      121.0    2341.0       91.0      WN   \n",
+       "63354   2013     11    8    2312.0      237.0      56.0      221.0      EV   \n",
+       "63534   2013     11    9     854.0       84.0    1000.0       75.0      EV   \n",
+       "63575   2013     11    9     931.0      211.0    1217.0      211.0      B6   \n",
+       "63895   2013     11    9    1633.0       98.0    1919.0       89.0      MQ   \n",
+       "63910   2013     11    9    1653.0      144.0    1941.0      124.0      B6   \n",
+       "63930   2013     11    9    1717.0       77.0    1934.0       56.0      DL   \n",
+       "64045   2013     11    9    2021.0       66.0    2203.0       30.0      9E   \n",
+       "64075   2013     11    9    2256.0      196.0      26.0      181.0      MQ   \n",
+       "64080   2013     11   10     147.0      108.0     629.0      112.0      B6   \n",
+       "64357   2013     11   10    1112.0      207.0    1359.0      197.0      UA   \n",
+       "64361   2013     11   10    1119.0      139.0    1452.0      137.0      UA   \n",
+       "64581   2013     11   10    1525.0      335.0    1708.0      345.0      FL   \n",
+       "64583   2013     11   10    1525.0       94.0    1825.0       83.0      DL   \n",
+       "64655   2013     11   10    1629.0       94.0    2117.0       88.0      B6   \n",
+       "64702   2013     11   10    1713.0       89.0    1915.0       85.0      US   \n",
+       "64729   2013     11   10    1739.0       64.0    1926.0       76.0      EV   \n",
+       "64739   2013     11   10    1756.0       70.0    1926.0       76.0      YV   \n",
+       "64750   2013     11   10    1803.0       63.0    1926.0       67.0      US   \n",
+       "64753   2013     11   10    1806.0       66.0    2104.0       51.0      UA   \n",
+       "64788   2013     11   10    1840.0       71.0    2125.0       90.0      FL   \n",
+       "64815   2013     11   10    1910.0       70.0    2029.0       70.0      US   \n",
+       "64854   2013     11   10    1951.0      171.0    2136.0      174.0      UA   \n",
+       "64858   2013     11   10    1953.0       68.0    2126.0       60.0      EV   \n",
+       "64863   2013     11   10    1958.0      209.0    2259.0      207.0      B6   \n",
+       "64872   2013     11   10    2010.0       70.0    2220.0       56.0      9E   \n",
+       "64889   2013     11   10    2028.0       68.0    2159.0       64.0      WN   \n",
+       "64890   2013     11   10    2029.0      184.0    2252.0      173.0      EV   \n",
+       "64899   2013     11   10    2038.0       63.0    2259.0       56.0      FL   \n",
+       "64904   2013     11   10    2041.0      101.0    2252.0       88.0      9E   \n",
+       "64909   2013     11   10    2046.0       86.0    2242.0       82.0      EV   \n",
+       "64921   2013     11   10    2100.0       70.0    2334.0       79.0      MQ   \n",
+       "64925   2013     11   10    2108.0      118.0      27.0      132.0      AA   \n",
+       "64929   2013     11   10    2124.0       84.0    2252.0       95.0      9E   \n",
+       "64930   2013     11   10    2125.0      140.0    2244.0      124.0      EV   \n",
+       "64937   2013     11   10    2135.0       66.0    2313.0       57.0      EV   \n",
+       "64948   2013     11   10    2159.0       79.0       5.0       65.0      9E   \n",
+       "64951   2013     11   10    2220.0       95.0      14.0       74.0      EV   \n",
+       "64952   2013     11   10    2222.0       82.0    2343.0       68.0      MQ   \n",
+       "64954   2013     11   10    2225.0      110.0    2343.0       93.0      WN   \n",
+       "64959   2013     11   10    2240.0       90.0       4.0       58.0      EV   \n",
+       "64961   2013     11   10    2242.0      102.0    2349.0       70.0      EV   \n",
+       "64964   2013     11   10    2252.0       72.0    2357.0       67.0      MQ   \n",
+       "64966   2013     11   10    2256.0       86.0     143.0       85.0      B6   \n",
+       "64968   2013     11   10    2312.0      108.0     204.0       60.0      UA   \n",
+       "64969   2013     11   10    2329.0       90.0      33.0       86.0      9E   \n",
+       "65167   2013     11   11     827.0       67.0    1109.0       45.0      UA   \n",
+       "65274   2013     11   11    1007.0       82.0    1317.0       71.0      EV   \n",
+       "65296   2013     11   11    1035.0       95.0    1347.0       72.0      UA   \n",
+       "65303   2013     11   11    1047.0      152.0    1203.0      131.0      9E   \n",
+       "65323   2013     11   11    1110.0       65.0    1313.0       60.0      DL   \n",
+       "65339   2013     11   11    1129.0      224.0    1400.0      198.0      UA   \n",
+       "65365   2013     11   11    1158.0       93.0    1402.0       75.0      EV   \n",
+       "65420   2013     11   11    1300.0      105.0    1419.0       87.0      EV   \n",
+       "65637   2013     11   11    1637.0      367.0    1939.0      344.0      VX   \n",
+       "65682   2013     11   11    1710.0      110.0    1855.0       92.0      EV   \n",
+       "65693   2013     11   11    1722.0      174.0    1828.0      163.0      EV   \n",
+       "65698   2013     11   11    1723.0       62.0    1919.0       40.0      EV   \n",
+       "65708   2013     11   11    1732.0       93.0    1911.0       85.0      B6   \n",
+       "65739   2013     11   11    1805.0       80.0    1929.0       84.0      EV   \n",
+       "65752   2013     11   11    1813.0       73.0    2007.0       72.0      AA   \n",
+       "65756   2013     11   11    1819.0       79.0    1954.0       72.0      UA   \n",
+       "65783   2013     11   11    1843.0      133.0    2218.0      128.0      VX   \n",
+       "65860   2013     11   11    2002.0       77.0    2152.0       82.0      9E   \n",
+       "65867   2013     11   11    2010.0       80.0    2311.0       71.0      AA   \n",
+       "65876   2013     11   11    2017.0      182.0    2143.0      158.0      AA   \n",
+       "65892   2013     11   11    2037.0       65.0     112.0       44.0      B6   \n",
+       "65901   2013     11   11    2053.0      160.0    2210.0      156.0      EV   \n",
+       "65920   2013     11   11    2111.0       66.0    2243.0       73.0      MQ   \n",
+       "65931   2013     11   11    2136.0       67.0    2306.0       59.0      EV   \n",
+       "65938   2013     11   11    2158.0       85.0    2318.0       72.0      FL   \n",
+       "65944   2013     11   11    2220.0      170.0    2321.0      154.0      EV   \n",
+       "65945   2013     11   11    2220.0      105.0    2340.0       90.0      WN   \n",
+       "66220   2013     11   12     937.0       62.0    1215.0       82.0      EV   \n",
+       "66243   2013     11   12    1006.0       96.0    1146.0      111.0      9E   \n",
+       "66259   2013     11   12    1025.0      115.0    1215.0      111.0      9E   \n",
+       "66267   2013     11   12    1028.0      118.0    1207.0       86.0      9E   \n",
+       "66274   2013     11   12    1036.0       90.0    1224.0       70.0      EV   \n",
+       "66285   2013     11   12    1053.0       92.0    1344.0       69.0      B6   \n",
+       "66304   2013     11   12    1124.0      108.0    1232.0      100.0      B6   \n",
+       "66320   2013     11   12    1147.0       62.0    1348.0       41.0      EV   \n",
+       "66345   2013     11   12    1213.0      115.0    1317.0      100.0      EV   \n",
+       "66360   2013     11   12    1230.0       61.0    1542.0       73.0      AA   \n",
+       "66363   2013     11   12    1233.0      208.0    1531.0      238.0      FL   \n",
+       "66373   2013     11   12    1246.0      181.0    1503.0      153.0      VX   \n",
+       "66412   2013     11   12    1331.0       91.0    1544.0      105.0      US   \n",
+       "66433   2013     11   12    1356.0      101.0    1622.0       51.0      UA   \n",
+       "66441   2013     11   12    1405.0      195.0    1558.0      179.0      EV   \n",
+       "66448   2013     11   12    1411.0       71.0    1701.0       71.0      AA   \n",
+       "66517   2013     11   12    1512.0      103.0    1819.0      109.0      B6   \n",
+       "66527   2013     11   12    1525.0       86.0    1643.0       69.0      EV   \n",
+       "66534   2013     11   12    1529.0       64.0    1836.0      106.0      MQ   \n",
+       "66602   2013     11   12    1638.0       69.0    1758.0       64.0      EV   \n",
+       "66613   2013     11   12    1643.0      123.0    1932.0      146.0      B6   \n",
+       "66627   2013     11   12    1654.0       64.0    1901.0       91.0      MQ   \n",
+       "66644   2013     11   12    1708.0       68.0    1951.0       76.0      EV   \n",
+       "66662   2013     11   12    1720.0      145.0    2158.0      127.0      DL   \n",
+       "66675   2013     11   12    1735.0       65.0    2031.0       56.0      WN   \n",
+       "66728   2013     11   12    1819.0      189.0    2018.0      186.0      EV   \n",
+       "66729   2013     11   12    1820.0       80.0    2045.0       60.0      AA   \n",
+       "66780   2013     11   12    1910.0      100.0    2206.0      121.0      DL   \n",
+       "66782   2013     11   12    1914.0       64.0    2133.0       98.0      MQ   \n",
+       "66788   2013     11   12    1920.0       65.0    2140.0       45.0      WN   \n",
+       "66809   2013     11   12    1935.0       65.0    2201.0      131.0      MQ   \n",
+       "66814   2013     11   12    1937.0      128.0    2221.0      146.0      FL   \n",
+       "66816   2013     11   12    1937.0       70.0    2152.0       47.0      DL   \n",
+       "66825   2013     11   12    1952.0       67.0    2149.0       83.0      EV   \n",
+       "66852   2013     11   12    2030.0       90.0    2147.0       72.0      EV   \n",
+       "66886   2013     11   12    2116.0      126.0    2342.0       87.0      AA   \n",
+       "66887   2013     11   12    2119.0      129.0      25.0      136.0      DL   \n",
+       "66895   2013     11   12    2134.0       67.0    2335.0       52.0      EV   \n",
+       "66896   2013     11   12    2135.0       90.0    2245.0       75.0      EV   \n",
+       "66899   2013     11   12    2140.0       99.0    2348.0       88.0      EV   \n",
+       "66906   2013     11   12    2216.0      121.0      51.0       57.0      DL   \n",
+       "66909   2013     11   12    2224.0       96.0      44.0       85.0      EV   \n",
+       "66910   2013     11   12    2224.0       84.0      34.0       69.0      DL   \n",
+       "66912   2013     11   12    2234.0       84.0      11.0       76.0      MQ   \n",
+       "66913   2013     11   12    2247.0       62.0    2356.0       63.0      EV   \n",
+       "66915   2013     11   12    2249.0       80.0     131.0       81.0      B6   \n",
+       "67138   2013     11   13     843.0       84.0    1054.0       73.0      UA   \n",
+       "67201   2013     11   13     946.0      136.0    1232.0       92.0      VX   \n",
+       "67207   2013     11   13     953.0       73.0    1140.0       80.0      MQ   \n",
+       "67219   2013     11   13     959.0       97.0    1130.0       67.0      EV   \n",
+       "67241   2013     11   13    1024.0       91.0    1259.0       52.0      UA   \n",
+       "67263   2013     11   13    1054.0       84.0    1607.0       37.0      UA   \n",
+       "67285   2013     11   13    1119.0       69.0    1229.0       43.0      UA   \n",
+       "67293   2013     11   13    1132.0       82.0    1259.0       90.0      EV   \n",
+       "67424   2013     11   13    1403.0       74.0    1634.0       24.0      UA   \n",
+       "67593   2013     11   13    1637.0       87.0    1832.0       57.0      MQ   \n",
+       "67627   2013     11   13    1703.0       63.0    1915.0       40.0      EV   \n",
+       "67628   2013     11   13    1703.0      133.0    1908.0      116.0      9E   \n",
+       "67643   2013     11   13    1718.0      170.0    1845.0      180.0      EV   \n",
+       "67689   2013     11   13    1805.0       69.0    1915.0       60.0      EV   \n",
+       "67705   2013     11   13    1816.0       76.0    1953.0       58.0      AA   \n",
+       "67806   2013     11   13    1950.0       65.0    2131.0       65.0      EV   \n",
+       "67849   2013     11   13    2050.0       80.0    2304.0       34.0      DL   \n",
+       "67857   2013     11   13    2059.0       89.0    2338.0       38.0      DL   \n",
+       "67881   2013     11   13    2139.0      174.0      23.0      151.0      DL   \n",
+       "67894   2013     11   13    2217.0      147.0      14.0      119.0      MQ   \n",
+       "67895   2013     11   13    2224.0      129.0    2356.0      121.0      MQ   \n",
+       "67903   2013     11   13    2258.0       91.0     127.0       71.0      UA   \n",
+       "68035   2013     11   14     742.0       73.0    1041.0       72.0      AA   \n",
+       "68252   2013     11   14    1108.0       69.0    1220.0       56.0      EV   \n",
+       "68327   2013     11   14    1240.0       84.0    1436.0       64.0      EV   \n",
+       "68356   2013     11   14    1307.0      222.0    1553.0      192.0      UA   \n",
+       "68383   2013     11   14    1340.0      160.0    1518.0      145.0      EV   \n",
+       "68556   2013     11   14    1623.0       84.0    1927.0       76.0      UA   \n",
+       "68605   2013     11   14    1658.0       61.0    1943.0       16.0      DL   \n",
+       "68618   2013     11   14    1717.0       97.0    1847.0       92.0      UA   \n",
+       "68649   2013     11   14    1745.0      110.0    1851.0       71.0      EV   \n",
+       "68650   2013     11   14    1745.0      142.0    1918.0      141.0      UA   \n",
+       "68675   2013     11   14    1810.0       88.0    2055.0      100.0      EV   \n",
+       "68682   2013     11   14    1815.0       75.0    2141.0       66.0      UA   \n",
+       "68697   2013     11   14    1825.0       71.0    1954.0       79.0      EV   \n",
+       "68810   2013     11   14    2009.0      185.0    2307.0      181.0      UA   \n",
+       "68822   2013     11   14    2025.0       85.0    2156.0       76.0      MQ   \n",
+       "68863   2013     11   14    2123.0       68.0       3.0       51.0      UA   \n",
+       "68876   2013     11   14    2156.0      116.0    2311.0       95.0      UA   \n",
+       "68877   2013     11   14    2158.0      133.0    2254.0      113.0      9E   \n",
+       "68882   2013     11   14    2209.0       81.0      30.0       71.0      EV   \n",
+       "68889   2013     11   14    2251.0       82.0     124.0       74.0      B6   \n",
+       "69198   2013     11   15    1012.0       92.0    1152.0       92.0      MQ   \n",
+       "69203   2013     11   15    1016.0      127.0    1330.0      115.0      9E   \n",
+       "69347   2013     11   15    1312.0       72.0    1517.0       53.0      EV   \n",
+       "69384   2013     11   15    1354.0       65.0    1658.0       48.0      UA   \n",
+       "69386   2013     11   15    1356.0       87.0    1501.0       76.0      B6   \n",
+       "69403   2013     11   15    1422.0      102.0    1703.0      103.0      AA   \n",
+       "69455   2013     11   15    1459.0       93.0    1710.0      106.0      EV   \n",
+       "69556   2013     11   15    1628.0      119.0    1940.0      123.0      B6   \n",
+       "69572   2013     11   15    1647.0       78.0    1751.0       54.0      EV   \n",
+       "69601   2013     11   15    1706.0       79.0    1942.0       78.0      9E   \n",
+       "69624   2013     11   15    1727.0       87.0    1910.0       46.0      9E   \n",
+       "69660   2013     11   15    1805.0      115.0    2106.0      108.0      UA   \n",
+       "69661   2013     11   15    1805.0      156.0    1914.0      159.0      UA   \n",
+       "69772   2013     11   15    1942.0       73.0    2150.0       66.0      EV   \n",
+       "69776   2013     11   15    1947.0      138.0    2302.0      111.0      UA   \n",
+       "69780   2013     11   15    1949.0      134.0    2156.0      106.0      9E   \n",
+       "69789   2013     11   15    1959.0       70.0    2308.0       59.0      B6   \n",
+       "69823   2013     11   15    2042.0       67.0    2158.0       26.0      EV   \n",
+       "70041   2013     11   16     844.0       74.0    1221.0       81.0      VX   \n",
+       "70073   2013     11   16     915.0      170.0    1221.0      162.0      UA   \n",
+       "70098   2013     11   16     954.0       69.0    1150.0       56.0      EV   \n",
+       "70115   2013     11   16    1016.0       79.0    1304.0       58.0      UA   \n",
+       "70141   2013     11   16    1048.0       78.0    1238.0       52.0      EV   \n",
+       "70142   2013     11   16    1051.0      118.0    1332.0       87.0      UA   \n",
+       "70231   2013     11   16    1320.0       80.0    1509.0       70.0      US   \n",
+       "70235   2013     11   16    1325.0      160.0    1622.0      150.0      DL   \n",
+       "70289   2013     11   16    1444.0      104.0    1710.0      109.0      DL   \n",
+       "70381   2013     11   16    1612.0       77.0    1756.0       71.0      MQ   \n",
+       "70402   2013     11   16    1629.0      199.0    1912.0      182.0      UA   \n",
+       "70462   2013     11   16    1747.0      108.0    1934.0      108.0      B6   \n",
+       "70477   2013     11   16    1817.0       78.0    1950.0       52.0      DL   \n",
+       "70497   2013     11   16    1833.0      138.0    2056.0      121.0      DL   \n",
+       "70518   2013     11   16    1901.0       86.0    2125.0       58.0      B6   \n",
+       "70534   2013     11   16    1927.0      178.0    2200.0      148.0      B6   \n",
+       "70557   2013     11   16    2019.0       99.0    2144.0       99.0      WN   \n",
+       "70575   2013     11   16    2145.0      125.0      27.0      104.0      B6   \n",
+       "70576   2013     11   16    2148.0      138.0    2346.0      128.0      EV   \n",
+       "70583   2013     11   16    2236.0      106.0    2336.0       87.0      DL   \n",
+       "70594   2013     11   17       3.0       73.0     111.0       75.0      B6   \n",
+       "70596   2013     11   17      27.0      201.0     118.0      185.0      B6   \n",
+       "70597   2013     11   17      45.0      310.0     206.0      274.0      EV   \n",
+       "70598   2013     11   17     112.0      147.0     214.0      141.0      B6   \n",
+       "70599   2013     11   17     249.0      299.0     413.0      302.0      EV   \n",
+       "70817   2013     11   17     957.0      102.0    1113.0       81.0      9E   \n",
+       "70846   2013     11   17    1036.0      136.0    1157.0      115.0      EV   \n",
+       "70883   2013     11   17    1134.0       80.0    1248.0       75.0      EV   \n",
+       "71034   2013     11   17    1445.0       80.0    1601.0       73.0      B6   \n",
+       "71044   2013     11   17    1449.0       83.0    1623.0       59.0      EV   \n",
+       "71080   2013     11   17    1519.0      234.0    1716.0      246.0      AA   \n",
+       "71100   2013     11   17    1546.0      166.0    1813.0      225.0      UA   \n",
+       "71107   2013     11   17    1550.0       85.0    1823.0       93.0      MQ   \n",
+       "71109   2013     11   17    1552.0      112.0    1807.0      156.0      UA   \n",
+       "71151   2013     11   17    1627.0       67.0    1914.0      129.0      AA   \n",
+       "71166   2013     11   17    1650.0      230.0    2013.0      335.0      UA   \n",
+       "71176   2013     11   17    1701.0       76.0    2018.0       73.0      WN   \n",
+       "71195   2013     11   17    1720.0       90.0    2015.0      185.0      WN   \n",
+       "71207   2013     11   17    1733.0      328.0    1955.0      385.0      WN   \n",
+       "71208   2013     11   17    1736.0      144.0    1929.0      168.0      EV   \n",
+       "71209   2013     11   17    1736.0      221.0    2001.0      276.0      WN   \n",
+       "71227   2013     11   17    1800.0      184.0    2130.0      223.0      UA   \n",
+       "71229   2013     11   17    1800.0       70.0    2116.0       74.0      B6   \n",
+       "71230   2013     11   17    1801.0       76.0    1917.0       57.0      MQ   \n",
+       "71231   2013     11   17    1802.0       63.0    2020.0       81.0      DL   \n",
+       "71238   2013     11   17    1809.0      139.0    2030.0      165.0      9E   \n",
+       "71247   2013     11   17    1818.0       68.0    1935.0       60.0      MQ   \n",
+       "71258   2013     11   17    1828.0      198.0    2040.0      208.0      EV   \n",
+       "71265   2013     11   17    1830.0      150.0    2111.0      165.0      9E   \n",
+       "71269   2013     11   17    1833.0       64.0    2111.0       78.0      F9   \n",
+       "71270   2013     11   17    1836.0      121.0    2203.0      131.0      B6   \n",
+       "71272   2013     11   17    1837.0      217.0    2127.0      234.0      UA   \n",
+       "71274   2013     11   17    1839.0       99.0    2035.0      100.0      AA   \n",
+       "71275   2013     11   17    1839.0      113.0    1958.0      108.0      YV   \n",
+       "71281   2013     11   17    1845.0      166.0    2323.0        NaN      B6   \n",
+       "71282   2013     11   17    1846.0      136.0    2200.0      145.0      WN   \n",
+       "71286   2013     11   17    1852.0       92.0    2159.0       89.0      AA   \n",
+       "71287   2013     11   17    1855.0      235.0    2132.0      291.0      UA   \n",
+       "71292   2013     11   17    1900.0      170.0    2126.0      186.0      DL   \n",
+       "71302   2013     11   17    1910.0      125.0    2121.0      139.0      EV   \n",
+       "71306   2013     11   17    1914.0       99.0    2159.0       64.0      AA   \n",
+       "71309   2013     11   17    1918.0      112.0    2247.0      155.0      UA   \n",
+       "71319   2013     11   17    1931.0      151.0    2239.0      154.0      UA   \n",
+       "71328   2013     11   17    1939.0       90.0    2228.0       86.0      UA   \n",
+       "71329   2013     11   17    1941.0      221.0    2210.0      269.0      UA   \n",
+       "71331   2013     11   17    1944.0       74.0    2323.0       78.0      B6   \n",
+       "71339   2013     11   17    1951.0      111.0    2133.0      109.0      EV   \n",
+       "71342   2013     11   17    1959.0       90.0    2211.0       87.0      EV   \n",
+       "71344   2013     11   17    2003.0       93.0    2228.0       96.0      9E   \n",
+       "71348   2013     11   17    2009.0       78.0    2329.0       89.0      UA   \n",
+       "71349   2013     11   17    2009.0      159.0    2219.0      185.0      B6   \n",
+       "71351   2013     11   17    2010.0       70.0    2137.0       79.0      US   \n",
+       "71356   2013     11   17    2021.0      211.0    2139.0      217.0      B6   \n",
+       "71358   2013     11   17    2023.0       98.0    2204.0       98.0      EV   \n",
+       "71362   2013     11   17    2034.0      124.0    2250.0      123.0      DL   \n",
+       "71363   2013     11   17    2036.0      101.0    2211.0       96.0      AA   \n",
+       "71365   2013     11   17    2039.0      129.0    2136.0      116.0      MQ   \n",
+       "71369   2013     11   17    2044.0      104.0    2222.0      102.0      MQ   \n",
+       "71372   2013     11   17    2050.0      101.0    2156.0       66.0      9E   \n",
+       "71373   2013     11   17    2051.0      106.0    2219.0       99.0      EV   \n",
+       "71374   2013     11   17    2051.0      191.0    2202.0      182.0      B6   \n",
+       "71380   2013     11   17    2057.0      117.0    2216.0      101.0      EV   \n",
+       "71381   2013     11   17    2058.0      143.0    2149.0      132.0      EV   \n",
+       "71383   2013     11   17    2100.0       65.0    2233.0       47.0      EV   \n",
+       "71385   2013     11   17    2102.0       87.0    2320.0       77.0      FL   \n",
+       "71386   2013     11   17    2104.0      171.0    2210.0      156.0      EV   \n",
+       "71389   2013     11   17    2106.0      114.0    2212.0       96.0      EV   \n",
+       "71390   2013     11   17    2107.0      107.0    2314.0       72.0      9E   \n",
+       "71393   2013     11   17    2110.0      160.0    2323.0      133.0      DL   \n",
+       "71395   2013     11   17    2115.0       79.0       1.0       87.0      DL   \n",
+       "71396   2013     11   17    2116.0       74.0    2212.0       49.0      UA   \n",
+       "71399   2013     11   17    2119.0      255.0       8.0      242.0      UA   \n",
+       "71406   2013     11   17    2135.0      290.0    2246.0      271.0      WN   \n",
+       "71407   2013     11   17    2136.0       61.0    2258.0       58.0      9E   \n",
+       "71410   2013     11   17    2143.0       73.0    2252.0       47.0      WN   \n",
+       "71411   2013     11   17    2145.0      316.0      31.0      299.0      B6   \n",
+       "71412   2013     11   17    2149.0      139.0      51.0      122.0      DL   \n",
+       "71413   2013     11   17    2151.0       78.0    2318.0       72.0      FL   \n",
+       "71414   2013     11   17    2151.0       76.0    2305.0       55.0      WN   \n",
+       "71416   2013     11   17    2154.0      145.0    2356.0      136.0      EV   \n",
+       "71417   2013     11   17    2154.0      168.0      44.0      144.0      UA   \n",
+       "71419   2013     11   17    2157.0       72.0    2349.0       49.0      EV   \n",
+       "71420   2013     11   17    2201.0       61.0      17.0       48.0      B6   \n",
+       "71421   2013     11   17    2201.0       81.0     128.0       89.0      B6   \n",
+       "71422   2013     11   17    2204.0      124.0    2304.0      107.0      9E   \n",
+       "71423   2013     11   17    2205.0      110.0    2305.0       99.0      B6   \n",
+       "71424   2013     11   17    2206.0      186.0    2340.0      164.0      9E   \n",
+       "71425   2013     11   17    2206.0       86.0      35.0       95.0      9E   \n",
+       "71426   2013     11   17    2206.0      125.0      43.0      111.0      B6   \n",
+       "71427   2013     11   17    2207.0      127.0      44.0      107.0      UA   \n",
+       "71430   2013     11   17    2213.0       73.0      43.0       58.0      B6   \n",
+       "71431   2013     11   17    2213.0       73.0    2316.0       62.0      US   \n",
+       "71433   2013     11   17    2217.0      167.0    2328.0      161.0      EV   \n",
+       "71434   2013     11   17    2218.0       88.0    2333.0       81.0      DL   \n",
+       "71435   2013     11   17    2220.0      117.0      47.0      116.0      EV   \n",
+       "71436   2013     11   17    2220.0      125.0      24.0      149.0      MQ   \n",
+       "71437   2013     11   17    2220.0      170.0     111.0      153.0      B6   \n",
+       "71438   2013     11   17    2221.0      140.0      37.0      137.0      EV   \n",
+       "71439   2013     11   17    2221.0       96.0    2338.0       73.0      AA   \n",
+       "71440   2013     11   17    2226.0       86.0    2344.0       98.0      US   \n",
+       "71441   2013     11   17    2228.0      148.0     134.0      139.0      DL   \n",
+       "71443   2013     11   17    2228.0      188.0    2337.0      162.0      WN   \n",
+       "71444   2013     11   17    2229.0      164.0    2345.0      164.0      9E   \n",
+       "71447   2013     11   17    2234.0      179.0      32.0      169.0      EV   \n",
+       "71448   2013     11   17    2236.0      121.0      13.0      120.0      EV   \n",
+       "71449   2013     11   17    2241.0      156.0    2359.0      149.0      EV   \n",
+       "71450   2013     11   17    2246.0      241.0      21.0      231.0      9E   \n",
+       "71451   2013     11   17    2247.0       67.0     229.0      109.0      AA   \n",
+       "71452   2013     11   17    2248.0      108.0       3.0       84.0      EV   \n",
+       "71453   2013     11   17    2249.0      334.0     128.0      313.0      AA   \n",
+       "71454   2013     11   17    2251.0      111.0      54.0      129.0      MQ   \n",
+       "71455   2013     11   17    2251.0       61.0     136.0       60.0      B6   \n",
+       "71456   2013     11   17    2254.0       84.0     147.0      108.0      B6   \n",
+       "71458   2013     11   17    2306.0      176.0      54.0      155.0      EV   \n",
+       "71459   2013     11   17    2309.0      305.0     244.0      309.0      UA   \n",
+       "71460   2013     11   17    2321.0      134.0      31.0      125.0      EV   \n",
+       "71462   2013     11   17    2331.0       62.0      49.0       58.0      B6   \n",
+       "71463   2013     11   17    2332.0      122.0     232.0      134.0      B6   \n",
+       "71464   2013     11   17    2353.0       84.0     107.0       84.0      B6   \n",
+       "71466   2013     11   17    2355.0      169.0     235.0      172.0      B6   \n",
+       "71467   2013     11   17    2356.0      117.0      57.0      110.0      9E   \n",
+       "71468   2013     11   17    2357.0      277.0     139.0      268.0      9E   \n",
+       "71628   2013     11   18     753.0       78.0    1025.0       82.0      UA   \n",
+       "71679   2013     11   18     830.0       85.0    1039.0       91.0      EV   \n",
+       "71689   2013     11   18     839.0       79.0    1128.0       64.0      UA   \n",
+       "71701   2013     11   18     851.0      132.0    1014.0      127.0      EV   \n",
+       "71803   2013     11   18    1033.0       78.0    1322.0       63.0      DL   \n",
+       "71842   2013     11   18    1135.0       77.0    1243.0       66.0      EV   \n",
+       "71872   2013     11   18    1207.0       67.0    1349.0       56.0      EV   \n",
+       "71877   2013     11   18    1211.0       81.0    1400.0       61.0      EV   \n",
+       "71878   2013     11   18    1211.0       82.0    1418.0       99.0      EV   \n",
+       "71904   2013     11   18    1249.0      102.0    1538.0       64.0      UA   \n",
+       "71918   2013     11   18    1258.0       73.0    1407.0       57.0      EV   \n",
+       "71923   2013     11   18    1302.0       87.0    1509.0       91.0      9E   \n",
+       "71929   2013     11   18    1314.0       74.0    1505.0       41.0      EV   \n",
+       "71982   2013     11   18    1421.0      215.0    1552.0      205.0      EV   \n",
+       "71990   2013     11   18    1437.0       68.0    1631.0       62.0      MQ   \n",
+       "72011   2013     11   18    1450.0       67.0    1646.0       55.0      US   \n",
+       "72047   2013     11   18    1517.0       89.0    1610.0       77.0      UA   \n",
+       "72048   2013     11   18    1520.0      181.0    1718.0      182.0      EV   \n",
+       "72060   2013     11   18    1527.0      253.0    1753.0      246.0      UA   \n",
+       "72061   2013     11   18    1528.0       63.0    1749.0       56.0      FL   \n",
+       "72079   2013     11   18    1545.0       65.0    1719.0       80.0      EV   \n",
+       "72083   2013     11   18    1548.0      104.0    1839.0       96.0      UA   \n",
+       "72137   2013     11   18    1630.0      118.0    1947.0      108.0      UA   \n",
+       "72139   2013     11   18    1631.0       86.0    1827.0       52.0      EV   \n",
+       "72165   2013     11   18    1651.0      218.0    1941.0      212.0      B6   \n",
+       "72185   2013     11   18    1706.0       61.0    1830.0       35.0      AA   \n",
+       "72210   2013     11   18    1734.0      134.0    1935.0      129.0      EV   \n",
+       "72234   2013     11   18    1800.0       85.0    1919.0       69.0      EV   \n",
+       "72243   2013     11   18    1805.0      104.0    2013.0       94.0      EV   \n",
+       "72266   2013     11   18    1833.0       68.0    2039.0       40.0      EV   \n",
+       "72293   2013     11   18    1854.0       69.0    2200.0       56.0      UA   \n",
+       "72299   2013     11   18    1856.0      111.0    2057.0      115.0      EV   \n",
+       "72350   2013     11   18    1944.0       74.0      10.0      124.0      UA   \n",
+       "72352   2013     11   18    1947.0      138.0    2154.0      133.0      EV   \n",
+       "72370   2013     11   18    2004.0      159.0    2253.0      145.0      UA   \n",
+       "72375   2013     11   18    2007.0      277.0    2215.0      262.0      DL   \n",
+       "72395   2013     11   18    2039.0       64.0    2153.0       21.0      EV   \n",
+       "72426   2013     11   18    2131.0       90.0    2341.0       81.0      EV   \n",
+       "72432   2013     11   18    2145.0      125.0    2308.0      108.0      AA   \n",
+       "72439   2013     11   18    2213.0      118.0      38.0       86.0      UA   \n",
+       "72441   2013     11   18    2226.0      206.0    2357.0      202.0      EV   \n",
+       "72443   2013     11   18    2232.0      112.0      42.0      100.0      EV   \n",
+       "72444   2013     11   18    2238.0      131.0      46.0      123.0      EV   \n",
+       "72448   2013     11   18    2307.0       75.0      40.0       58.0      EV   \n",
+       "72602   2013     11   19     737.0       97.0     848.0       89.0      EV   \n",
+       "72617   2013     11   19     750.0       97.0     956.0       82.0      EV   \n",
+       "72754   2013     11   19     947.0       72.0    1200.0       67.0      EV   \n",
+       "72760   2013     11   19     953.0       68.0    1201.0       67.0      EV   \n",
+       "72793   2013     11   19    1029.0       89.0    1147.0       73.0      UA   \n",
+       "72799   2013     11   19    1042.0      102.0    1210.0       88.0      EV   \n",
+       "72840   2013     11   19    1136.0       66.0    1531.0       96.0      VX   \n",
+       "72859   2013     11   19    1157.0       67.0    1355.0       56.0      EV   \n",
+       "72865   2013     11   19    1206.0       81.0    1539.0       89.0      VX   \n",
+       "72928   2013     11   19    1315.0       75.0    1519.0       80.0      US   \n",
+       "72996   2013     11   19    1439.0       74.0    1624.0       57.0      EV   \n",
+       "73104   2013     11   19    1603.0       93.0    1732.0       83.0      UA   \n",
+       "73181   2013     11   19    1703.0       63.0    1925.0       50.0      EV   \n",
+       "73202   2013     11   19    1728.0      138.0    1850.0      140.0      MQ   \n",
+       "73211   2013     11   19    1744.0       74.0    2117.0       67.0      VX   \n",
+       "73235   2013     11   19    1802.0       67.0    2003.0       78.0      AA   \n",
+       "73260   2013     11   19    1824.0       63.0    2159.0       64.0      B6   \n",
+       "73273   2013     11   19    1838.0       69.0    2210.0       65.0      VX   \n",
+       "73297   2013     11   19    1858.0      103.0    2037.0       92.0      AA   \n",
+       "73338   2013     11   19    1933.0       88.0    2110.0       80.0      AA   \n",
+       "73351   2013     11   19    1949.0       99.0    2152.0      117.0      MQ   \n",
+       "73390   2013     11   19    2041.0      101.0    2334.0       76.0      DL   \n",
+       "73393   2013     11   19    2042.0       67.0    2328.0       53.0      DL   \n",
+       "73412   2013     11   19    2103.0       63.0    2207.0       52.0      US   \n",
+       "73428   2013     11   19    2148.0      108.0    2335.0       97.0      EV   \n",
+       "73815   2013     11   20    1144.0       74.0    1450.0       75.0      AA   \n",
+       "73850   2013     11   20    1221.0      111.0    1550.0      115.0      VX   \n",
+       "73854   2013     11   20    1228.0       74.0    1500.0       53.0      UA   \n",
+       "73869   2013     11   20    1246.0      136.0    1612.0      137.0      VX   \n",
+       "73898   2013     11   20    1313.0      398.0    1441.0      389.0      EV   \n",
+       "73926   2013     11   20    1351.0       81.0    1552.0      107.0      AA   \n",
+       "73943   2013     11   20    1401.0      121.0    1552.0      113.0      US   \n",
+       "74007   2013     11   20    1504.0      139.0    1826.0      146.0      AA   \n",
+       "74094   2013     11   20    1618.0       90.0    1918.0       81.0      UA   \n",
+       "74147   2013     11   20    1705.0      245.0    2048.0      257.0      DL   \n",
+       "74212   2013     11   20    1807.0       72.0    2013.0       93.0      MQ   \n",
+       "74221   2013     11   20    1818.0       78.0    2127.0       89.0      DL   \n",
+       "74228   2013     11   20    1825.0      100.0    2105.0      112.0      DL   \n",
+       "74242   2013     11   20    1834.0      124.0    2223.0      133.0      VX   \n",
+       "74285   2013     11   20    1915.0      105.0    2259.0      113.0      B6   \n",
+       "74306   2013     11   20    1936.0       91.0    2130.0      100.0      WN   \n",
+       "74314   2013     11   20    1941.0      132.0    2320.0      135.0      VX   \n",
+       "74369   2013     11   20    2042.0      222.0       2.0      207.0      UA   \n",
+       "74400   2013     11   20    2131.0      161.0     104.0      159.0      VX   \n",
+       "74420   2013     11   20    2301.0       81.0       5.0       75.0      MQ   \n",
+       "74427   2013     11   21      33.0       98.0     122.0       86.0      B6   \n",
+       "74680   2013     11   21     913.0      113.0    1205.0       80.0      AA   \n",
+       "74712   2013     11   21     951.0       76.0    1145.0       60.0      EV   \n",
+       "74731   2013     11   21    1004.0      159.0    1220.0      173.0      DL   \n",
+       "74783   2013     11   21    1115.0       75.0    1457.0       84.0      DL   \n",
+       "74805   2013     11   21    1143.0      173.0    1415.0      163.0      UA   \n",
+       "74891   2013     11   21    1317.0      151.0    1447.0      140.0      EV   \n",
+       "74951   2013     11   21    1434.0       79.0    1559.0       69.0      AA   \n",
+       "75139   2013     11   21    1705.0       70.0    1839.0       59.0      EV   \n",
+       "75216   2013     11   21    1815.0       85.0    2011.0       65.0      9E   \n",
+       "75271   2013     11   21    1905.0      135.0    2158.0      158.0      WN   \n",
+       "75284   2013     11   21    1923.0       78.0    2042.0       72.0      WN   \n",
+       "75327   2013     11   21    2004.0       79.0    2122.0       52.0      9E   \n",
+       "75360   2013     11   21    2038.0       66.0     110.0       42.0      B6   \n",
+       "75365   2013     11   21    2052.0       82.0    2250.0       72.0      EV   \n",
+       "75370   2013     11   21    2056.0      161.0       6.0      159.0      9E   \n",
+       "75399   2013     11   21    2146.0      206.0    2334.0      188.0      DL   \n",
+       "75405   2013     11   21    2153.0       67.0      41.0       43.0      B6   \n",
+       "75407   2013     11   21    2158.0      148.0      54.0      139.0      AA   \n",
+       "75408   2013     11   21    2204.0       64.0    2313.0       34.0      EV   \n",
+       "75416   2013     11   21    2241.0       61.0     114.0       38.0      B6   \n",
+       "75419   2013     11   21    2255.0      351.0     152.0      346.0      UA   \n",
+       "75425   2013     11   22       6.0       66.0     113.0       64.0      UA   \n",
+       "75564   2013     11   22     746.0       75.0     848.0       66.0      EV   \n",
+       "75701   2013     11   22     944.0       75.0    1142.0       76.0      EV   \n",
+       "75734   2013     11   22    1017.0       92.0    1328.0       77.0      UA   \n",
+       "75756   2013     11   22    1038.0      159.0    1311.0      159.0      DL   \n",
+       "75757   2013     11   22    1039.0      145.0    1301.0      139.0      EV   \n",
+       "75791   2013     11   22    1130.0       85.0    1359.0      104.0      DL   \n",
+       "75795   2013     11   22    1134.0       95.0    1311.0      107.0      EV   \n",
+       "75799   2013     11   22    1140.0       71.0    1310.0       72.0      EV   \n",
+       "75881   2013     11   22    1313.0       65.0    1552.0       52.0      B6   \n",
+       "75890   2013     11   22    1321.0       76.0    1611.0       57.0      DL   \n",
+       "75931   2013     11   22    1422.0      195.0    1814.0      220.0      UA   \n",
+       "76026   2013     11   22    1545.0       65.0    1701.0       62.0      EV   \n",
+       "76034   2013     11   22    1553.0      125.0    1712.0      139.0      UA   \n",
+       "76088   2013     11   22    1647.0       67.0    1942.0       32.0      AA   \n",
+       "76116   2013     11   22    1701.0      132.0    1954.0      109.0      UA   \n",
+       "76124   2013     11   22    1711.0      136.0    1938.0       93.0      AA   \n",
+       "76134   2013     11   22    1721.0       71.0    1941.0       82.0      EV   \n",
+       "76135   2013     11   22    1722.0       82.0    1949.0       93.0      EV   \n",
+       "76156   2013     11   22    1740.0       90.0    2054.0       89.0      UA   \n",
+       "76165   2013     11   22    1751.0       90.0    1948.0       69.0      EV   \n",
+       "76191   2013     11   22    1816.0       86.0    2015.0       69.0      9E   \n",
+       "76194   2013     11   22    1819.0      114.0    1952.0      118.0      9E   \n",
+       "76196   2013     11   22    1821.0       77.0    2025.0       77.0      US   \n",
+       "76199   2013     11   22    1824.0       74.0    2040.0      100.0      EV   \n",
+       "76215   2013     11   22    1831.0       61.0    2025.0       60.0      MQ   \n",
+       "76222   2013     11   22    1844.0      104.0    2000.0      101.0      UA   \n",
+       "76245   2013     11   22    1901.0       61.0    2005.0       46.0      US   \n",
+       "76257   2013     11   22    1920.0      145.0    2220.0      180.0      EV   \n",
+       "76260   2013     11   22    1924.0       99.0    2234.0       90.0      UA   \n",
+       "76265   2013     11   22    1928.0       87.0    2106.0       82.0      UA   \n",
+       "76276   2013     11   22    1931.0       87.0    2305.0       90.0      UA   \n",
+       "76290   2013     11   22    1949.0      169.0    2126.0      164.0      UA   \n",
+       "76291   2013     11   22    1950.0      110.0    2219.0       78.0      UA   \n",
+       "76292   2013     11   22    1950.0       90.0    2209.0       69.0      WN   \n",
+       "76294   2013     11   22    1952.0       77.0    2228.0       83.0      UA   \n",
+       "76301   2013     11   22    1958.0       73.0    2134.0       64.0      9E   \n",
+       "76305   2013     11   22    2007.0       82.0    2212.0       92.0      MQ   \n",
+       "76306   2013     11   22    2008.0       68.0    2221.0       57.0      9E   \n",
+       "76311   2013     11   22    2013.0       68.0    2224.0       53.0      EV   \n",
+       "76331   2013     11   22    2026.0       71.0    2149.0       54.0      WN   \n",
+       "76340   2013     11   22    2037.0      158.0    2350.0      176.0      DL   \n",
+       "76356   2013     11   22    2101.0       92.0      19.0      117.0      DL   \n",
+       "76357   2013     11   22    2106.0      126.0    2239.0      124.0      UA   \n",
+       "76358   2013     11   22    2109.0      220.0    2355.0      242.0      F9   \n",
+       "76369   2013     11   22    2124.0       79.0    2322.0      112.0      EV   \n",
+       "76372   2013     11   22    2129.0      114.0    2240.0       80.0      9E   \n",
+       "76379   2013     11   22    2136.0       96.0    2256.0       80.0      UA   \n",
+       "76380   2013     11   22    2138.0       63.0     123.0       86.0      B6   \n",
+       "76383   2013     11   22    2142.0      253.0     143.0      330.0      UA   \n",
+       "76384   2013     11   22    2146.0      136.0      25.0      164.0      EV   \n",
+       "76386   2013     11   22    2150.0      110.0    2350.0      112.0      EV   \n",
+       "76394   2013     11   22    2158.0       63.0      26.0       76.0      MQ   \n",
+       "76396   2013     11   22    2220.0       73.0    2308.0       52.0      UA   \n",
+       "76401   2013     11   22    2233.0       78.0      30.0       75.0      MQ   \n",
+       "76402   2013     11   22    2234.0       69.0      32.0       64.0      EV   \n",
+       "76404   2013     11   22    2241.0      121.0       1.0      101.0      WN   \n",
+       "76407   2013     11   22    2246.0       61.0     126.0       53.0      B6   \n",
+       "76410   2013     11   22    2256.0      141.0      17.0      137.0      9E   \n",
+       "76411   2013     11   22    2302.0      115.0       7.0      101.0      EV   \n",
+       "76412   2013     11   22    2303.0      339.0     122.0      329.0      UA   \n",
+       "76413   2013     11   22    2304.0       65.0      10.0       63.0      9E   \n",
+       "76414   2013     11   22    2308.0      234.0     235.0      277.0      UA   \n",
+       "76574   2013     11   23     831.0       91.0    1019.0      102.0      UA   \n",
+       "76587   2013     11   23     845.0       62.0    1328.0       58.0      UA   \n",
+       "76593   2013     11   23     853.0       71.0    1035.0       71.0      EV   \n",
+       "76618   2013     11   23     917.0       77.0    1050.0       73.0      UA   \n",
+       "76637   2013     11   23     940.0       87.0    1043.0       79.0      EV   \n",
+       "76703   2013     11   23    1112.0      187.0    1538.0      154.0      AA   \n",
+       "76708   2013     11   23    1117.0       77.0    1435.0      110.0      B6   \n",
+       "76724   2013     11   23    1143.0       63.0    1310.0       71.0      B6   \n",
+       "76756   2013     11   23    1235.0       95.0    1459.0       86.0      DL   \n",
+       "76791   2013     11   23    1323.0       68.0    1548.0       63.0      MQ   \n",
+       "76820   2013     11   23    1419.0      131.0    1657.0      117.0      B6   \n",
+       "76879   2013     11   23    1503.0       63.0    1753.0       67.0      B6   \n",
+       "76947   2013     11   23    1623.0       62.0    1829.0       65.0      EV   \n",
+       "76963   2013     11   23    1636.0      306.0    1956.0      321.0      AA   \n",
+       "77024   2013     11   23    1732.0      157.0    2234.0      165.0      B6   \n",
+       "77087   2013     11   23    1913.0      183.0    2135.0      196.0      EV   \n",
+       "77107   2013     11   23    1943.0       84.0    2244.0       65.0      UA   \n",
+       "77132   2013     11   23    2047.0       77.0    2210.0       83.0      EV   \n",
+       "77150   2013     11   23    2141.0       82.0      55.0       60.0      B6   \n",
+       "77168   2013     11   24      22.0      143.0     109.0      128.0      EV   \n",
+       "77169   2013     11   24      36.0      341.0     325.0      290.0      VX   \n",
+       "77270   2013     11   24     758.0       84.0    1043.0       76.0      UA   \n",
+       "77343   2013     11   24     913.0       63.0    1124.0       50.0      DL   \n",
+       "77365   2013     11   24     943.0       74.0    1145.0       79.0      EV   \n",
+       "77385   2013     11   24     956.0      181.0    1458.0      188.0      DL   \n",
+       "77391   2013     11   24    1001.0      121.0    1256.0      106.0      DL   \n",
+       "77406   2013     11   24    1023.0       63.0    1141.0       60.0      B6   \n",
+       "77414   2013     11   24    1035.0      125.0    1253.0      120.0      DL   \n",
+       "77436   2013     11   24    1107.0       82.0    1318.0       75.0      EV   \n",
+       "77454   2013     11   24    1140.0      163.0    1439.0      142.0      UA   \n",
+       "77492   2013     11   24    1222.0      102.0    1349.0      110.0      B6   \n",
+       "77496   2013     11   24    1232.0       63.0    1459.0       57.0      EV   \n",
+       "77500   2013     11   24    1243.0       62.0    1402.0       60.0      EV   \n",
+       "77523   2013     11   24    1304.0       96.0    1437.0       73.0      EV   \n",
+       "77572   2013     11   24    1400.0      164.0    1605.0      153.0      EV   \n",
+       "77576   2013     11   24    1422.0       96.0    1609.0       79.0      DL   \n",
+       "77602   2013     11   24    1447.0       81.0    1618.0       74.0      EV   \n",
+       "77653   2013     11   24    1519.0      120.0    1619.0      118.0      EV   \n",
+       "77680   2013     11   24    1546.0      141.0    1900.0      137.0      UA   \n",
+       "77702   2013     11   24    1608.0      173.0    1752.0      182.0      AA   \n",
+       "77715   2013     11   24    1623.0      105.0    1927.0      103.0      B6   \n",
+       "77726   2013     11   24    1632.0       72.0    1816.0       53.0      EV   \n",
+       "77736   2013     11   24    1649.0       92.0    1822.0       79.0      EV   \n",
+       "77760   2013     11   24    1659.0       73.0    1903.0       45.0      DL   \n",
+       "77767   2013     11   24    1705.0       75.0    1856.0       71.0      9E   \n",
+       "77770   2013     11   24    1707.0       82.0    1910.0       74.0      EV   \n",
+       "77800   2013     11   24    1738.0       81.0    2011.0       61.0      UA   \n",
+       "77801   2013     11   24    1738.0       73.0    1855.0       61.0      9E   \n",
+       "77802   2013     11   24    1739.0       64.0    1901.0       51.0      EV   \n",
+       "77820   2013     11   24    1802.0       92.0    1931.0       83.0      EV   \n",
+       "77824   2013     11   24    1805.0       80.0    2026.0       70.0      DL   \n",
+       "77838   2013     11   24    1816.0       61.0    2019.0       64.0      AA   \n",
+       "77844   2013     11   24    1820.0      119.0    2034.0      115.0      EV   \n",
+       "77871   2013     11   24    1855.0       86.0    2059.0       74.0      EV   \n",
+       "77880   2013     11   24    1900.0       75.0    2019.0       59.0      EV   \n",
+       "77904   2013     11   24    1935.0      130.0    2201.0      122.0      EV   \n",
+       "77911   2013     11   24    1942.0       73.0    2155.0       71.0      EV   \n",
+       "77920   2013     11   24    1957.0      167.0    2137.0      146.0      B6   \n",
+       "77922   2013     11   24    1958.0       73.0    2129.0       59.0      9E   \n",
+       "77943   2013     11   24    2017.0      103.0    2231.0       91.0      9E   \n",
+       "77950   2013     11   24    2027.0      197.0    2218.0      198.0      EV   \n",
+       "77952   2013     11   24    2028.0       78.0    2255.0       63.0      9E   \n",
+       "77954   2013     11   24    2029.0       69.0    2250.0       40.0      UA   \n",
+       "77956   2013     11   24    2030.0       90.0     151.0      112.0      AA   \n",
+       "77958   2013     11   24    2032.0       63.0    2330.0       41.0      UA   \n",
+       "77960   2013     11   24    2033.0       63.0      11.0       71.0      DL   \n",
+       "77974   2013     11   24    2042.0       72.0    2357.0       79.0      B6   \n",
+       "77975   2013     11   24    2044.0      152.0    2223.0      139.0      UA   \n",
+       "77978   2013     11   24    2050.0       90.0    2327.0       85.0      9E   \n",
+       "77979   2013     11   24    2052.0       92.0    2323.0      104.0      9E   \n",
+       "77980   2013     11   24    2053.0       75.0    2339.0       59.0      UA   \n",
+       "77982   2013     11   24    2054.0       85.0    2258.0       78.0      EV   \n",
+       "77996   2013     11   24    2108.0      219.0    2324.0      211.0      F9   \n",
+       "78002   2013     11   24    2115.0      125.0      10.0      121.0      DL   \n",
+       "78005   2013     11   24    2117.0      347.0      19.0      304.0      AA   \n",
+       "78022   2013     11   24    2152.0       87.0      37.0       62.0      UA   \n",
+       "78028   2013     11   24    2208.0       70.0      18.0       49.0      EV   \n",
+       "78030   2013     11   24    2212.0       97.0    2324.0       84.0      9E   \n",
+       "78031   2013     11   24    2214.0       89.0      50.0       66.0      UA   \n",
+       "78032   2013     11   24    2216.0      142.0      10.0      130.0      EV   \n",
+       "78034   2013     11   24    2218.0      103.0    2347.0       92.0      MQ   \n",
+       "78036   2013     11   24    2224.0       84.0    2332.0       53.0      EV   \n",
+       "78038   2013     11   24    2232.0      307.0       7.0      292.0      WN   \n",
+       "78041   2013     11   24    2246.0       61.0     124.0       51.0      B6   \n",
+       "78047   2013     11   24    2301.0      636.0     149.0      614.0      AA   \n",
+       "78048   2013     11   24    2330.0      140.0      54.0      108.0      EV   \n",
+       "78049   2013     11   24    2342.0      103.0     103.0      101.0      EV   \n",
+       "78053   2013     11   24    2358.0      148.0     246.0      148.0      B6   \n",
+       "78307   2013     11   25     922.0       77.0    1242.0       97.0      DL   \n",
+       "78324   2013     11   25     944.0       74.0    1211.0       71.0      F9   \n",
+       "78369   2013     11   25    1031.0      142.0    1351.0      136.0      9E   \n",
+       "78450   2013     11   25    1213.0       76.0    1312.0       43.0      EV   \n",
+       "78484   2013     11   25    1258.0      168.0    1415.0      166.0      YV   \n",
+       "78642   2013     11   25    1547.0       62.0    1843.0       46.0      B6   \n",
+       "78723   2013     11   25    1656.0      117.0    1815.0      100.0      9E   \n",
+       "78749   2013     11   25    1724.0      144.0    1914.0      138.0      US   \n",
+       "78798   2013     11   25    1810.0       65.0    2101.0       46.0      AA   \n",
+       "78819   2013     11   25    1830.0      100.0    2057.0       97.0      WN   \n",
+       "78829   2013     11   25    1844.0       74.0    2159.0       53.0      B6   \n",
+       "78836   2013     11   25    1848.0       78.0    2158.0       68.0      AA   \n",
+       "78843   2013     11   25    1854.0       84.0    2027.0       73.0      B6   \n",
+       "78941   2013     11   25    2045.0       70.0    2210.0       50.0      9E   \n",
+       "78945   2013     11   25    2051.0       81.0    2252.0       82.0      MQ   \n",
+       "78964   2013     11   25    2113.0      298.0      19.0      299.0      DL   \n",
+       "78968   2013     11   25    2116.0      151.0    2249.0      144.0      MQ   \n",
+       "78989   2013     11   25    2231.0       62.0     116.0       66.0      B6   \n",
+       "78990   2013     11   25    2233.0       87.0    2334.0       81.0      B6   \n",
+       "78995   2013     11   25    2258.0      118.0      29.0      124.0      MQ   \n",
+       "78996   2013     11   25    2300.0       75.0     155.0       82.0      B6   \n",
+       "78997   2013     11   25    2305.0      245.0     158.0      223.0      AA   \n",
+       "78998   2013     11   25    2339.0       70.0      41.0       58.0      B6   \n",
+       "79270   2013     11   26     931.0       61.0    1200.0       67.0      DL   \n",
+       "79278   2013     11   26     944.0       82.0    1135.0       72.0      EV   \n",
+       "79326   2013     11   26    1032.0      117.0    1254.0      121.0      EV   \n",
+       "79352   2013     11   26    1107.0      158.0    1223.0      145.0      EV   \n",
+       "79609   2013     11   26    1549.0       80.0    1840.0      105.0      B6   \n",
+       "79627   2013     11   26    1559.0       79.0    1755.0      116.0      EV   \n",
+       "79684   2013     11   26    1656.0       71.0    1912.0       62.0      MQ   \n",
+       "79702   2013     11   26    1708.0      113.0    1858.0      113.0      MQ   \n",
+       "79752   2013     11   26    1757.0       77.0    1912.0       52.0      MQ   \n",
+       "79789   2013     11   26    1833.0      138.0    2154.0      182.0      DL   \n",
+       "79796   2013     11   26    1837.0       87.0    2046.0       96.0      MQ   \n",
+       "79808   2013     11   26    1851.0       96.0    2024.0       94.0      WN   \n",
+       "79826   2013     11   26    1907.0      167.0    2111.0      156.0      DL   \n",
+       "79828   2013     11   26    1908.0       93.0    2038.0       90.0      EV   \n",
+       "79864   2013     11   26    1942.0       72.0    2134.0       48.0      EV   \n",
+       "79870   2013     11   26    1948.0      139.0    2154.0      133.0      EV   \n",
+       "79874   2013     11   26    1951.0      111.0    2129.0      105.0      EV   \n",
+       "79902   2013     11   26    2029.0       89.0    2201.0       65.0      9E   \n",
+       "79908   2013     11   26    2033.0      118.0    2238.0      138.0      AA   \n",
+       "79917   2013     11   26    2045.0      110.0    2355.0      125.0      B6   \n",
+       "79931   2013     11   26    2104.0       94.0       3.0       88.0      AA   \n",
+       "79932   2013     11   26    2107.0      297.0    2316.0      296.0      DL   \n",
+       "79934   2013     11   26    2109.0       99.0    2355.0      117.0      FL   \n",
+       "79940   2013     11   26    2115.0       90.0    2329.0       99.0      MQ   \n",
+       "79942   2013     11   26    2119.0      170.0    2343.0      179.0      EV   \n",
+       "79943   2013     11   26    2119.0       64.0      24.0       72.0      UA   \n",
+       "79956   2013     11   26    2135.0       65.0    2258.0       53.0      WN   \n",
+       "79964   2013     11   26    2149.0       89.0      56.0       57.0      UA   \n",
+       "79965   2013     11   26    2150.0      200.0      35.0      183.0      UA   \n",
+       "79970   2013     11   26    2211.0       91.0    2325.0       65.0      WN   \n",
+       "79979   2013     11   26    2237.0      307.0     219.0      324.0      AA   \n",
+       "79983   2013     11   26    2248.0      133.0      18.0      123.0      MQ   \n",
+       "79984   2013     11   26    2314.0       89.0     243.0      117.0      B6   \n",
+       "79986   2013     11   26    2316.0      182.0      24.0      165.0      EV   \n",
+       "79987   2013     11   26    2318.0      109.0     157.0      107.0      B6   \n",
+       "79988   2013     11   26    2346.0      107.0     100.0       98.0      EV   \n",
+       "79995   2013     11   27      28.0      298.0     129.0      280.0      EV   \n",
+       "80216   2013     11   27     858.0       88.0    1220.0      100.0      AA   \n",
+       "80272   2013     11   27    1000.0       90.0    1230.0       97.0      DL   \n",
+       "80325   2013     11   27    1109.0      159.0    1213.0      150.0      UA   \n",
+       "80333   2013     11   27    1121.0       63.0    1231.0       54.0      EV   \n",
+       "80344   2013     11   27    1141.0      161.0    1429.0      124.0      AA   \n",
+       "80371   2013     11   27    1210.0      250.0    1551.0      281.0      DL   \n",
+       "80391   2013     11   27    1234.0       94.0    1355.0      105.0      MQ   \n",
+       "80402   2013     11   27    1251.0       63.0    1508.0       64.0      YV   \n",
+       "80425   2013     11   27    1312.0       87.0    1543.0      100.0      DL   \n",
+       "80440   2013     11   27    1321.0      101.0    1703.0      128.0      AA   \n",
+       "80454   2013     11   27    1342.0      312.0    1637.0      285.0      UA   \n",
+       "80472   2013     11   27    1401.0       61.0    1542.0       68.0      EV   \n",
+       "80488   2013     11   27    1426.0      302.0    1656.0      291.0      9E   \n",
+       "80490   2013     11   27    1428.0       62.0    1620.0       56.0      EV   \n",
+       "80495   2013     11   27    1433.0       94.0    1617.0       76.0      EV   \n",
+       "80498   2013     11   27    1438.0       88.0    1805.0      115.0      UA   \n",
+       "80512   2013     11   27    1451.0       71.0    1810.0       55.0      WN   \n",
+       "80528   2013     11   27    1503.0      408.0    1628.0      396.0      9E   \n",
+       "80549   2013     11   27    1520.0       96.0    1702.0      101.0      EV   \n",
+       "80551   2013     11   27    1521.0       66.0    1759.0       82.0      DL   \n",
+       "80574   2013     11   27    1547.0       64.0    1752.0       49.0      EV   \n",
+       "80580   2013     11   27    1553.0       73.0    1747.0      108.0      EV   \n",
+       "80599   2013     11   27    1613.0       68.0    1916.0      101.0      EV   \n",
+       "80600   2013     11   27    1613.0       88.0    2012.0      135.0      B6   \n",
+       "80601   2013     11   27    1616.0       64.0    1741.0       60.0      EV   \n",
+       "80604   2013     11   27    1617.0       82.0    2035.0      135.0      AA   \n",
+       "80609   2013     11   27    1624.0       69.0    1924.0       80.0      UA   \n",
+       "80610   2013     11   27    1624.0       94.0    1749.0       85.0      9E   \n",
+       "80621   2013     11   27    1631.0       96.0    1801.0       96.0      MQ   \n",
+       "80625   2013     11   27    1635.0      104.0    1749.0      103.0      EV   \n",
+       "80630   2013     11   27    1642.0       67.0    1959.0       62.0      B6   \n",
+       "80637   2013     11   27    1645.0      106.0    1906.0       94.0      EV   \n",
+       "80641   2013     11   27    1650.0       80.0    1845.0       85.0      UA   \n",
+       "80655   2013     11   27    1703.0       63.0    1828.0       47.0      UA   \n",
+       "80664   2013     11   27    1712.0       82.0    1816.0       66.0      WN   \n",
+       "80668   2013     11   27    1716.0       66.0    1927.0       67.0      DL   \n",
+       "80677   2013     11   27    1724.0      104.0    1850.0       95.0      UA   \n",
+       "80706   2013     11   27    1745.0       70.0    1926.0       76.0      EV   \n",
+       "80714   2013     11   27    1754.0       72.0    2029.0       74.0      EV   \n",
+       "80728   2013     11   27    1801.0       61.0    2127.0       67.0      AA   \n",
+       "80736   2013     11   27    1810.0       85.0    1926.0       81.0      EV   \n",
+       "80740   2013     11   27    1814.0       74.0    2030.0       77.0      9E   \n",
+       "80744   2013     11   27    1825.0       70.0    2006.0       76.0      WN   \n",
+       "80752   2013     11   27    1829.0       89.0    2129.0       82.0      UA   \n",
+       "80754   2013     11   27    1834.0       69.0    2138.0       53.0      VX   \n",
+       "80759   2013     11   27    1838.0       73.0    2009.0       54.0      WN   \n",
+       "80762   2013     11   27    1842.0      102.0    2014.0       92.0      UA   \n",
+       "80763   2013     11   27    1842.0       62.0    2023.0       83.0      B6   \n",
+       "80766   2013     11   27    1844.0       94.0    2024.0       84.0      EV   \n",
+       "80769   2013     11   27    1848.0      193.0    2007.0      191.0      US   \n",
+       "80790   2013     11   27    1901.0      101.0    2144.0      116.0      FL   \n",
+       "80798   2013     11   27    1904.0       65.0    2225.0       92.0      B6   \n",
+       "80804   2013     11   27    1914.0       70.0    2207.0       37.0      UA   \n",
+       "80805   2013     11   27    1917.0       64.0    2053.0       79.0      EV   \n",
+       "80811   2013     11   27    1920.0      155.0    2205.0      172.0      DL   \n",
+       "80814   2013     11   27    1922.0       82.0    2203.0       86.0      DL   \n",
+       "80817   2013     11   27    1925.0       85.0    2059.0       77.0      UA   \n",
+       "80824   2013     11   27    1929.0       84.0    2127.0       97.0      WN   \n",
+       "80830   2013     11   27    1936.0       61.0    2149.0       44.0      UA   \n",
+       "80832   2013     11   27    1940.0       71.0    2143.0       70.0      US   \n",
+       "80833   2013     11   27    1941.0      313.0    2119.0      334.0      EV   \n",
+       "80835   2013     11   27    1942.0       87.0    2317.0      110.0      9E   \n",
+       "80837   2013     11   27    1945.0       80.0    2235.0       46.0      AS   \n",
+       "80838   2013     11   27    1946.0       71.0    2155.0       95.0      AA   \n",
+       "80839   2013     11   27    1947.0      132.0    2227.0      137.0      9E   \n",
+       "80842   2013     11   27    1952.0       67.0    2141.0       76.0      MQ   \n",
+       "80852   2013     11   27    1958.0       63.0    2349.0       74.0      VX   \n",
+       "80854   2013     11   27    2001.0       61.0    2212.0       76.0      9E   \n",
+       "80862   2013     11   27    2011.0      185.0    2125.0      187.0      B6   \n",
+       "80868   2013     11   27    2020.0       95.0    2355.0      123.0      DL   \n",
+       "80874   2013     11   27    2024.0       84.0    2141.0       66.0      UA   \n",
+       "80883   2013     11   27    2040.0      109.0       4.0      124.0      UA   \n",
+       "80884   2013     11   27    2041.0      126.0    2131.0      114.0      EV   \n",
+       "80888   2013     11   27    2045.0       75.0    2300.0       62.0      FL   \n",
+       "80891   2013     11   27    2049.0       79.0    2247.0       69.0      EV   \n",
+       "80893   2013     11   27    2050.0       75.0    2205.0       33.0      EV   \n",
+       "80895   2013     11   27    2051.0       66.0    2240.0       99.0      9E   \n",
+       "80900   2013     11   27    2055.0       80.0    2323.0       94.0      9E   \n",
+       "80902   2013     11   27    2056.0       86.0      28.0       88.0      DL   \n",
+       "80907   2013     11   27    2100.0       90.0      41.0      123.0      B6   \n",
+       "80909   2013     11   27    2102.0       62.0    2247.0       90.0      9E   \n",
+       "80910   2013     11   27    2104.0       79.0    2314.0      104.0      MQ   \n",
+       "80912   2013     11   27    2106.0       80.0    2216.0       84.0      EV   \n",
+       "80917   2013     11   27    2114.0      109.0      43.0      118.0      AA   \n",
+       "80918   2013     11   27    2117.0      107.0    2330.0      135.0      MQ   \n",
+       "80924   2013     11   27    2123.0      103.0      53.0      130.0      B6   \n",
+       "80944   2013     11   27    2202.0       62.0      28.0       59.0      B6   \n",
+       "80947   2013     11   27    2209.0       96.0    2340.0       94.0      FL   \n",
+       "80948   2013     11   27    2214.0       74.0    2337.0       58.0      EV   \n",
+       "80952   2013     11   27    2222.0       72.0    2400.0       54.0      EV   \n",
+       "80953   2013     11   27    2224.0       77.0    2358.0       92.0      EV   \n",
+       "80957   2013     11   27    2235.0      155.0    2345.0      129.0      UA   \n",
+       "80958   2013     11   27    2236.0       97.0      12.0       88.0      B6   \n",
+       "80960   2013     11   27    2243.0      223.0       1.0      206.0      EV   \n",
+       "80961   2013     11   27    2246.0       67.0      24.0       82.0      B6   \n",
+       "80962   2013     11   27    2246.0       76.0     206.0      108.0      B6   \n",
+       "80967   2013     11   27    2310.0      110.0     200.0       60.0      UA   \n",
+       "81130   2013     11   28     748.0       98.0    1037.0       82.0      AA   \n",
+       "81146   2013     11   28     800.0       81.0     924.0       77.0      EV   \n",
+       "81219   2013     11   28     858.0       68.0    1006.0       54.0      EV   \n",
+       "81239   2013     11   28     914.0       86.0    1116.0       79.0      EV   \n",
+       "81245   2013     11   28     927.0      102.0    1136.0       85.0      DL   \n",
+       "81263   2013     11   28     948.0      103.0    1156.0      117.0      EV   \n",
+       "81264   2013     11   28     948.0       63.0    1244.0       43.0      UA   \n",
+       "81280   2013     11   28    1000.0       90.0    1152.0      111.0      9E   \n",
+       "81287   2013     11   28    1012.0       67.0    1132.0       68.0      B6   \n",
+       "81310   2013     11   28    1043.0      156.0    1338.0      147.0      DL   \n",
+       "81315   2013     11   28    1048.0      223.0    1551.0      235.0      B6   \n",
+       "81326   2013     11   28    1102.0       77.0    1342.0       67.0      VX   \n",
+       "81344   2013     11   28    1138.0      233.0    1417.0      215.0      UA   \n",
+       "81388   2013     11   28    1250.0      195.0    1359.0      164.0      WN   \n",
+       "81397   2013     11   28    1256.0       62.0    1512.0       63.0      EV   \n",
+       "81400   2013     11   28    1258.0       67.0    1607.0       68.0      B6   \n",
+       "81405   2013     11   28    1301.0       61.0    1413.0       58.0      MQ   \n",
+       "81440   2013     11   28    1402.0       62.0    1632.0       45.0      UA   \n",
+       "81448   2013     11   28    1420.0      140.0    1705.0      115.0      AA   \n",
+       "81450   2013     11   28    1425.0      100.0    1707.0       90.0      B6   \n",
+       "81480   2013     11   28    1510.0      100.0    1634.0       85.0      EV   \n",
+       "81492   2013     11   28    1529.0       69.0    1746.0       58.0      UA   \n",
+       "81510   2013     11   28    1553.0       63.0    1734.0       44.0      MQ   \n",
+       "81519   2013     11   28    1603.0      198.0    1736.0      181.0      WN   \n",
+       "81527   2013     11   28    1627.0      208.0    1811.0      180.0      EV   \n",
+       "81535   2013     11   28    1646.0      136.0    1800.0      136.0      EV   \n",
+       "81550   2013     11   28    1711.0      131.0    1923.0      103.0      MQ   \n",
+       "81554   2013     11   28    1717.0       92.0    1921.0       71.0      MQ   \n",
+       "81587   2013     11   28    1834.0       64.0    2144.0       58.0      B6   \n",
+       "81621   2013     11   28    1942.0      132.0    2123.0      129.0      B6   \n",
+       "81633   2013     11   28    2122.0      133.0    2235.0      105.0      9E   \n",
+       "81744   2013     11   29     857.0      147.0    1150.0      151.0      B6   \n",
+       "82016   2013     11   29    1518.0      139.0    1812.0      118.0      AA   \n",
+       "82066   2013     11   29    1612.0      203.0    1908.0      178.0      UA   \n",
+       "82160   2013     11   29    1800.0       90.0    2041.0       61.0      WN   \n",
+       "82183   2013     11   29    1838.0       98.0    2055.0       77.0      DL   \n",
+       "82279   2013     11   29    2130.0       90.0      42.0       77.0      VX   \n",
+       "82291   2013     11   29    2152.0       72.0      29.0       63.0      EV   \n",
+       "82296   2013     11   29    2231.0      256.0      26.0      201.0      WN   \n",
+       "82300   2013     11   29    2307.0      187.0    2358.0      161.0      9E   \n",
+       "82384   2013     11   30     714.0       74.0     826.0       67.0      EV   \n",
+       "82468   2013     11   30     831.0       86.0    1032.0       76.0      EV   \n",
+       "82581   2013     11   30    1052.0      157.0    1255.0      133.0      DL   \n",
+       "82617   2013     11   30    1154.0      138.0    1254.0      122.0      B6   \n",
+       "82653   2013     11   30    1244.0      164.0    1506.0      141.0      B6   \n",
+       "82679   2013     11   30    1302.0       92.0    1442.0       77.0      EV   \n",
+       "82681   2013     11   30    1304.0       64.0    1508.0       45.0      EV   \n",
+       "82704   2013     11   30    1340.0       92.0    1614.0       74.0      B6   \n",
+       "82748   2013     11   30    1446.0       77.0    1739.0       69.0      B6   \n",
+       "82768   2013     11   30    1454.0      104.0    1739.0       92.0      B6   \n",
+       "82802   2013     11   30    1526.0       94.0    1640.0      102.0      EV   \n",
+       "82820   2013     11   30    1545.0       70.0    1708.0       44.0      EV   \n",
+       "82832   2013     11   30    1550.0       70.0    1703.0       64.0      EV   \n",
+       "82962   2013     11   30    1801.0       91.0    2124.0       87.0      US   \n",
+       "83011   2013     11   30    1856.0      126.0    2048.0      106.0      9E   \n",
+       "83018   2013     11   30    1904.0       64.0    2057.0       55.0      EV   \n",
+       "83067   2013     11   30    1959.0       73.0    2125.0       46.0      9E   \n",
+       "83095   2013     11   30    2040.0       68.0     127.0       59.0      B6   \n",
+       "83106   2013     11   30    2045.0      129.0    2254.0      114.0      9E   \n",
+       "83125   2013     11   30    2119.0       61.0    2348.0       35.0      B6   \n",
+       "83138   2013     11   30    2142.0       88.0       7.0       85.0      EV   \n",
+       "83149   2013     11   30    2235.0      165.0     126.0      144.0      UA   \n",
+       "83242   2013     12    1     657.0      687.0    1010.0      681.0      DL   \n",
+       "83350   2013     12    1     837.0       78.0    1044.0       63.0      UA   \n",
+       "83368   2013     12    1     852.0       67.0    1203.0       38.0      UA   \n",
+       "83411   2013     12    1     930.0       61.0    1120.0       54.0      EV   \n",
+       "83421   2013     12    1     940.0      114.0    1226.0       96.0      B6   \n",
+       "83423   2013     12    1     941.0      151.0    1105.0      130.0      WN   \n",
+       "83445   2013     12    1    1007.0       67.0    1226.0       65.0      EV   \n",
+       "83515   2013     12    1    1142.0      207.0    1305.0      193.0      9E   \n",
+       "83571   2013     12    1    1253.0       83.0    1446.0       62.0      DL   \n",
+       "83590   2013     12    1    1306.0       61.0    1439.0       56.0      9E   \n",
+       "83597   2013     12    1    1314.0      115.0    1607.0       95.0      UA   \n",
+       "83604   2013     12    1    1321.0       81.0    1619.0       79.0      DL   \n",
+       "83606   2013     12    1    1324.0       86.0    1621.0       75.0      B6   \n",
+       "83624   2013     12    1    1350.0       91.0    1557.0      101.0      EV   \n",
+       "83637   2013     12    1    1403.0      109.0    1506.0       94.0      EV   \n",
+       "83660   2013     12    1    1433.0       78.0    1625.0       62.0      9E   \n",
+       "83676   2013     12    1    1451.0       66.0    1649.0       55.0      EV   \n",
+       "83681   2013     12    1    1452.0       87.0    1725.0       42.0      UA   \n",
+       "83705   2013     12    1    1504.0      248.0    1628.0      238.0      EV   \n",
+       "83751   2013     12    1    1553.0      158.0    1856.0      146.0      B6   \n",
+       "83780   2013     12    1    1613.0       83.0    1754.0       90.0      9E   \n",
+       "83797   2013     12    1    1629.0       94.0    1822.0       92.0      MQ   \n",
+       "83807   2013     12    1    1643.0      103.0    1854.0       85.0      UA   \n",
+       "83896   2013     12    1    1803.0       78.0    2118.0       68.0      AA   \n",
+       "83913   2013     12    1    1818.0       91.0    2021.0      134.0      EV   \n",
+       "83930   2013     12    1    1830.0       65.0    1936.0       51.0      AA   \n",
+       "83935   2013     12    1    1837.0       85.0    1952.0       79.0      EV   \n",
+       "83937   2013     12    1    1839.0       71.0    2158.0       89.0      UA   \n",
+       "83985   2013     12    1    1922.0       62.0    2222.0       32.0      DL   \n",
+       "84002   2013     12    1    1936.0      247.0    2105.0      248.0      EV   \n",
+       "84006   2013     12    1    1941.0       72.0    2235.0       31.0      UA   \n",
+       "84033   2013     12    1    2011.0       81.0    2331.0       71.0      AA   \n",
+       "84034   2013     12    1    2011.0       96.0    2124.0      107.0      EV   \n",
+       "84042   2013     12    1    2017.0      322.0    2146.0      337.0      DL   \n",
+       "84068   2013     12    1    2050.0       75.0    2208.0       36.0      EV   \n",
+       "84074   2013     12    1    2053.0       65.0    2212.0       78.0      EV   \n",
+       "84096   2013     12    1    2122.0       97.0    2301.0       71.0      MQ   \n",
+       "84129   2013     12    1    2233.0      108.0       NaN        NaN      EV   \n",
+       "84131   2013     12    1    2240.0       70.0     127.0       69.0      B6   \n",
+       "84135   2013     12    1    2251.0      123.0     102.0      103.0      EV   \n",
+       "84139   2013     12    1    2301.0      186.0      19.0      153.0      EV   \n",
+       "84148   2013     12    2      12.0       82.0     103.0       67.0      B6   \n",
+       "84277   2013     12    2     740.0       70.0     847.0       62.0      EV   \n",
+       "84321   2013     12    2     810.0       65.0    1007.0       51.0      EV   \n",
+       "84362   2013     12    2     841.0      160.0    1037.0      146.0      EV   \n",
+       "84373   2013     12    2     853.0      113.0    1036.0      111.0      B6   \n",
+       "84446   2013     12    2    1003.0       93.0    1130.0       66.0      9E   \n",
+       "84457   2013     12    2    1014.0       69.0    1258.0       39.0      B6   \n",
+       "84461   2013     12    2    1019.0      110.0    1127.0       89.0      EV   \n",
+       "84478   2013     12    2    1038.0       88.0    1229.0       59.0      EV   \n",
+       "84485   2013     12    2    1047.0       67.0    1225.0       28.0      EV   \n",
+       "84521   2013     12    2    1139.0      234.0    1358.0      226.0      DL   \n",
+       "84535   2013     12    2    1154.0       67.0    1511.0       78.0      B6   \n",
+       "84536   2013     12    2    1154.0      214.0    1522.0      207.0      UA   \n",
+       "84572   2013     12    2    1235.0       65.0    1402.0       36.0      EV   \n",
+       "84580   2013     12    2    1249.0      144.0    1500.0      133.0      EV   \n",
+       "84616   2013     12    2    1320.0       95.0    1433.0       83.0      EV   \n",
+       "84634   2013     12    2    1346.0       62.0    1508.0       71.0      EV   \n",
+       "84650   2013     12    2    1406.0       79.0    1516.0       61.0      EV   \n",
+       "84707   2013     12    2    1459.0       64.0    1657.0       67.0      MQ   \n",
+       "84737   2013     12    2    1525.0       90.0    1707.0       75.0      EV   \n",
+       "84751   2013     12    2    1538.0      139.0    1637.0      136.0      EV   \n",
+       "84759   2013     12    2    1548.0       65.0    1754.0       51.0      EV   \n",
+       "84776   2013     12    2    1603.0      124.0    1722.0      108.0      EV   \n",
+       "84783   2013     12    2    1609.0       64.0    1827.0       52.0      EV   \n",
+       "84799   2013     12    2    1623.0       63.0    1827.0       61.0      EV   \n",
+       "84809   2013     12    2    1631.0       96.0    1753.0      104.0      DL   \n",
+       "84822   2013     12    2    1643.0      104.0    1832.0       98.0      US   \n",
+       "84823   2013     12    2    1644.0      214.0    1928.0      211.0      UA   \n",
+       "84827   2013     12    2    1651.0       91.0    1850.0       89.0      EV   \n",
+       "84828   2013     12    2    1651.0       91.0    1845.0       82.0      EV   \n",
+       "84843   2013     12    2    1658.0       78.0    1801.0       36.0      9E   \n",
+       "84884   2013     12    2    1734.0      142.0    1854.0      133.0      EV   \n",
+       "84918   2013     12    2    1803.0       67.0    1921.0       66.0      EV   \n",
+       "84927   2013     12    2    1812.0       87.0    2037.0      114.0      EV   \n",
+       "84941   2013     12    2    1823.0      228.0    1951.0      206.0      EV   \n",
+       "84942   2013     12    2    1823.0      278.0    2123.0      283.0      UA   \n",
+       "84961   2013     12    2    1837.0       97.0    2049.0       84.0      EV   \n",
+       "84964   2013     12    2    1842.0      254.0    1955.0      250.0      EV   \n",
+       "84986   2013     12    2    1900.0       95.0    2118.0       79.0      EV   \n",
+       "84988   2013     12    2    1901.0       91.0    2121.0       76.0      DL   \n",
+       "84991   2013     12    2    1903.0       94.0    2120.0       99.0      EV   \n",
+       "84995   2013     12    2    1906.0       66.0    2115.0       73.0      EV   \n",
+       "85001   2013     12    2    1915.0       75.0    2048.0       66.0      UA   \n",
+       "85024   2013     12    2    1937.0      122.0    2105.0      100.0      AA   \n",
+       "85028   2013     12    2    1940.0       70.0    2236.0       58.0      B6   \n",
+       "85053   2013     12    2    2001.0       71.0    2153.0       83.0      MQ   \n",
+       "85057   2013     12    2    2012.0      192.0    2115.0      170.0      MQ   \n",
+       "85058   2013     12    2    2013.0       73.0    2328.0       73.0      AA   \n",
+       "85077   2013     12    2    2038.0       68.0    2346.0       57.0      DL   \n",
+       "85078   2013     12    2    2039.0       94.0    2150.0       70.0      EV   \n",
+       "85103   2013     12    2    2105.0       95.0      49.0      109.0      DL   \n",
+       "85105   2013     12    2    2106.0       91.0    2305.0       76.0      9E   \n",
+       "85106   2013     12    2    2106.0      106.0    2230.0       79.0      9E   \n",
+       "85118   2013     12    2    2136.0      126.0    2246.0      119.0      EV   \n",
+       "85125   2013     12    2    2145.0       80.0    2258.0       53.0      AA   \n",
+       "85127   2013     12    2    2145.0       76.0    2309.0       62.0      EV   \n",
+       "85132   2013     12    2    2152.0       77.0    2340.0       67.0      EV   \n",
+       "85135   2013     12    2    2203.0      148.0    2318.0      106.0      EV   \n",
+       "85137   2013     12    2    2222.0      202.0      42.0      191.0      DL   \n",
+       "85144   2013     12    2    2320.0      160.0      20.0      120.0      WN   \n",
+       "85148   2013     12    2    2358.0      168.0     129.0      143.0      EV   \n",
+       "85407   2013     12    3     920.0      200.0    1158.0      192.0      B6   \n",
+       "85426   2013     12    3     950.0       61.0    1244.0       34.0      B6   \n",
+       "85492   2013     12    3    1055.0      100.0    1251.0       88.0      EV   \n",
+       "85531   2013     12    3    1153.0       68.0    1409.0       62.0      EV   \n",
+       "85568   2013     12    3    1228.0       77.0    1354.0       69.0      EV   \n",
+       "85598   2013     12    3    1311.0       66.0    1432.0       42.0      MQ   \n",
+       "85626   2013     12    3    1351.0       64.0    1623.0       44.0      B6   \n",
+       "85631   2013     12    3    1353.0      143.0    1639.0      122.0      DL   \n",
+       "85639   2013     12    3    1358.0       74.0    1509.0       72.0      EV   \n",
+       "85653   2013     12    3    1424.0      190.0    1713.0      206.0      UA   \n",
+       "85655   2013     12    3    1427.0       61.0    1624.0       60.0      EV   \n",
+       "85678   2013     12    3    1448.0       63.0    1613.0       44.0      EV   \n",
+       "85705   2013     12    3    1500.0       75.0    1837.0       92.0      AA   \n",
+       "85730   2013     12    3    1521.0       82.0    1635.0       87.0      B6   \n",
+       "85785   2013     12    3    1615.0      107.0    1727.0      102.0      EV   \n",
+       "85803   2013     12    3    1629.0       79.0    1828.0       76.0      EV   \n",
+       "85807   2013     12    3    1634.0       64.0    2008.0       63.0      UA   \n",
+       "85844   2013     12    3    1701.0       86.0    2019.0       82.0      B6   \n",
+       "85859   2013     12    3    1715.0       85.0    1841.0       91.0      WN   \n",
+       "85898   2013     12    3    1752.0      112.0    1927.0      103.0      9E   \n",
+       "85945   2013     12    3    1840.0       71.0    2122.0       87.0      FL   \n",
+       "85948   2013     12    3    1848.0      108.0    2001.0      102.0      EV   \n",
+       "85995   2013     12    3    1926.0       81.0    2048.0       78.0      WN   \n",
+       "85999   2013     12    3    1928.0      173.0    2053.0      178.0      MQ   \n",
+       "86009   2013     12    3    1937.0       97.0    2054.0       70.0      9E   \n",
+       "86016   2013     12    3    1948.0      158.0    2134.0      143.0      B6   \n",
+       "86024   2013     12    3    1954.0      114.0    2137.0       95.0      EV   \n",
+       "86026   2013     12    3    1955.0       85.0    2329.0       83.0      UA   \n",
+       "86043   2013     12    3    2023.0       62.0    2357.0       71.0      B6   \n",
+       "86054   2013     12    3    2038.0       98.0    2313.0       61.0      UA   \n",
+       "86059   2013     12    3    2048.0      133.0    2252.0      114.0      9E   \n",
+       "86081   2013     12    3    2117.0      105.0     155.0       87.0      B6   \n",
+       "86086   2013     12    3    2121.0      111.0    2324.0       89.0      9E   \n",
+       "86089   2013     12    3    2124.0       74.0    2324.0       65.0      EV   \n",
+       "86092   2013     12    3    2132.0      122.0    2327.0      109.0      EV   \n",
+       "86093   2013     12    3    2133.0      133.0    2240.0      105.0      WN   \n",
+       "86102   2013     12    3    2152.0       82.0    2304.0       59.0      WN   \n",
+       "86111   2013     12    3    2228.0       68.0     108.0       45.0      UA   \n",
+       "86115   2013     12    3    2250.0      103.0      55.0       96.0      EV   \n",
+       "86117   2013     12    3    2300.0      205.0     116.0      193.0      FL   \n",
+       "86220   2013     12    4     715.0       62.0     922.0       48.0      EV   \n",
+       "86286   2013     12    4     807.0       64.0    1029.0       75.0      EV   \n",
+       "86316   2013     12    4     830.0       80.0    1005.0       81.0      EV   \n",
+       "86378   2013     12    4     931.0      161.0    1206.0      131.0      AA   \n",
+       "86460   2013     12    4    1109.0      114.0    1330.0      126.0      EV   \n",
+       "86461   2013     12    4    1113.0       88.0    1401.0       61.0      AA   \n",
+       "86500   2013     12    4    1210.0      221.0    1440.0      225.0      EV   \n",
+       "86518   2013     12    4    1235.0      190.0    1545.0      160.0      WN   \n",
+       "86520   2013     12    4    1239.0       87.0    1604.0       85.0      UA   \n",
+       "86537   2013     12    4    1258.0       88.0    1514.0      101.0      9E   \n",
+       "86574   2013     12    4    1342.0      162.0    1630.0      135.0      DL   \n",
+       "86580   2013     12    4    1347.0       75.0    1448.0       70.0      UA   \n",
+       "86601   2013     12    4    1407.0      116.0    1616.0      109.0      EV   \n",
+       "86703   2013     12    4    1547.0       72.0    1818.0       93.0      DL   \n",
+       "86746   2013     12    4    1630.0       75.0    1755.0       66.0      UA   \n",
+       "86749   2013     12    4    1632.0       62.0    1912.0       43.0      B6   \n",
+       "86767   2013     12    4    1648.0       81.0    1757.0       61.0      EV   \n",
+       "86768   2013     12    4    1649.0       79.0    2017.0       62.0      AA   \n",
+       "86781   2013     12    4    1659.0       74.0    2000.0       55.0      WN   \n",
+       "86802   2013     12    4    1710.0       70.0    1951.0       85.0      9E   \n",
+       "86810   2013     12    4    1718.0      303.0    2011.0      326.0      WN   \n",
+       "86826   2013     12    4    1734.0      111.0    1956.0      124.0      EV   \n",
+       "86839   2013     12    4    1749.0       79.0    1909.0       53.0      9E   \n",
+       "86844   2013     12    4    1755.0       70.0    1908.0       53.0      WN   \n",
+       "86855   2013     12    4    1802.0       72.0    2114.0      114.0      WN   \n",
+       "86901   2013     12    4    1844.0       75.0    2129.0       89.0      F9   \n",
+       "86938   2013     12    4    1918.0       77.0    2056.0       72.0      UA   \n",
+       "86959   2013     12    4    1933.0       78.0    2324.0       90.0      UA   \n",
+       "86967   2013     12    4    1943.0       98.0    2114.0      104.0      WN   \n",
+       "86969   2013     12    4    1944.0      194.0    2228.0      193.0      UA   \n",
+       "86971   2013     12    4    1948.0       93.0    2213.0       91.0      DL   \n",
+       "86985   2013     12    4    2005.0      215.0      28.0      178.0      AA   \n",
+       "87004   2013     12    4    2027.0       82.0    2216.0       70.0      EV   \n",
+       "87050   2013     12    4    2145.0      104.0    2353.0       92.0      EV   \n",
+       "87064   2013     12    4    2224.0       80.0    2340.0       79.0      EV   \n",
+       "87065   2013     12    4    2229.0       78.0       5.0       62.0      EV   \n",
+       "87069   2013     12    4    2245.0      135.0       4.0      119.0      WN   \n",
+       "87083   2013     12    5      16.0      137.0     117.0      130.0      9E   \n",
+       "87084   2013     12    5      27.0      232.0     143.0      220.0      9E   \n",
+       "87085   2013     12    5      31.0      122.0     153.0      122.0      B6   \n",
+       "87086   2013     12    5      32.0      302.0     228.0      292.0      EV   \n",
+       "87088   2013     12    5      50.0      244.0     233.0      249.0      EV   \n",
+       "87090   2013     12    5     155.0      265.0     445.0      267.0      B6   \n",
+       "87238   2013     12    5     756.0      896.0    1058.0      878.0      AA   \n",
+       "87325   2013     12    5     913.0       83.0    1412.0       77.0      AA   \n",
+       "87344   2013     12    5     954.0      144.0    1310.0      172.0      UA   \n",
+       "87366   2013     12    5    1101.0      181.0    1239.0      165.0      9E   \n",
+       "87370   2013     12    5    1124.0      144.0    1449.0      159.0      B6   \n",
+       "87372   2013     12    5    1126.0      181.0    1240.0      181.0      9E   \n",
+       "87373   2013     12    5    1128.0      168.0    1313.0      167.0      9E   \n",
+       "87375   2013     12    5    1132.0       92.0    1401.0       79.0      DL   \n",
+       "87377   2013     12    5    1142.0      107.0    1409.0       99.0      MQ   \n",
+       "87390   2013     12    5    1238.0       88.0    1342.0       79.0      EV   \n",
+       "87392   2013     12    5    1243.0      283.0    1447.0      277.0      9E   \n",
+       "87402   2013     12    5    1305.0      209.0    1428.0      216.0      B6   \n",
+       "87407   2013     12    5    1310.0       70.0    1430.0       82.0      B6   \n",
+       "87408   2013     12    5    1311.0       75.0    1551.0       86.0      UA   \n",
+       "87412   2013     12    5    1317.0      138.0    1534.0      120.0      EV   \n",
+       "87415   2013     12    5    1323.0      208.0    1444.0      204.0      EV   \n",
+       "87422   2013     12    5    1330.0       75.0    1625.0      100.0      WN   \n",
+       "87423   2013     12    5    1335.0      190.0    1517.0      175.0      US   \n",
+       "87428   2013     12    5    1343.0      200.0    1534.0      185.0      EV   \n",
+       "87430   2013     12    5    1344.0      164.0    1601.0      144.0      DL   \n",
+       "87431   2013     12    5    1349.0       77.0    1455.0       77.0      UA   \n",
+       "87434   2013     12    5    1354.0      245.0    1630.0      233.0      B6   \n",
+       "87435   2013     12    5    1355.0      130.0    1741.0      152.0      UA   \n",
+       "87437   2013     12    5    1359.0      134.0    1615.0      127.0      DL   \n",
+       "87438   2013     12    5    1401.0       62.0    1636.0       35.0      UA   \n",
+       "87441   2013     12    5    1404.0      239.0    1613.0      234.0      DL   \n",
+       "87443   2013     12    5    1405.0      125.0    1514.0      130.0      B6   \n",
+       "87448   2013     12    5    1407.0      153.0    1643.0      135.0      UA   \n",
+       "87452   2013     12    5    1413.0      183.0    1709.0      157.0      DL   \n",
+       "87453   2013     12    5    1414.0      309.0    1623.0      290.0      FL   \n",
+       "87455   2013     12    5    1416.0      247.0    1720.0      241.0      UA   \n",
+       "87460   2013     12    5    1423.0      204.0    1607.0      189.0      DL   \n",
+       "87464   2013     12    5    1427.0      277.0    1550.0      275.0      WN   \n",
+       "87466   2013     12    5    1430.0      230.0    1712.0      197.0      AA   \n",
+       "87470   2013     12    5    1436.0      120.0    1639.0      126.0      EV   \n",
+       "87473   2013     12    5    1437.0       87.0    1533.0       85.0      EV   \n",
+       "87477   2013     12    5    1446.0      161.0    1728.0      130.0      DL   \n",
+       "87478   2013     12    5    1446.0      221.0    1740.0      245.0      WN   \n",
+       "87480   2013     12    5    1449.0       64.0    1751.0       55.0      DL   \n",
+       "87482   2013     12    5    1450.0       65.0    1804.0       69.0      AA   \n",
+       "87484   2013     12    5    1450.0      300.0    1613.0      290.0      FL   \n",
+       "87486   2013     12    5    1451.0      171.0    1653.0      149.0      EV   \n",
+       "87487   2013     12    5    1451.0      111.0    1626.0      118.0      UA   \n",
+       "87488   2013     12    5    1452.0      143.0    1634.0      141.0      EV   \n",
+       "87489   2013     12    5    1453.0      203.0    1703.0      201.0      DL   \n",
+       "87491   2013     12    5    1454.0      219.0    1751.0      206.0      AA   \n",
+       "87492   2013     12    5    1454.0      174.0    1726.0      145.0      DL   \n",
+       "87496   2013     12    5    1457.0       62.0    1618.0       82.0      UA   \n",
+       "87503   2013     12    5    1504.0      309.0    1709.0      292.0      9E   \n",
+       "87505   2013     12    5    1504.0      389.0    1708.0      377.0      EV   \n",
+       "87511   2013     12    5    1513.0      253.0    1638.0      241.0      EV   \n",
+       "87513   2013     12    5    1514.0      243.0    1642.0      237.0      EV   \n",
+       "87519   2013     12    5    1530.0      200.0    1833.0      193.0      AA   \n",
+       "87533   2013     12    5    1544.0       83.0    1702.0       84.0      EV   \n",
+       "87534   2013     12    5    1544.0      165.0    1832.0      147.0      UA   \n",
+       "87540   2013     12    5    1548.0      373.0    1712.0      357.0      WN   \n",
+       "87542   2013     12    5    1549.0      164.0    1743.0      146.0      EV   \n",
+       "87545   2013     12    5    1553.0      233.0    1812.0      211.0      DL   \n",
+       "87546   2013     12    5    1554.0       64.0    1757.0       67.0      MQ   \n",
+       "87547   2013     12    5    1557.0       62.0    1800.0       70.0      MQ   \n",
+       "87553   2013     12    5    1600.0      333.0    1730.0      334.0      EV   \n",
+       "87555   2013     12    5    1605.0      171.0    1907.0      158.0      B6   \n",
+       "87556   2013     12    5    1607.0      187.0    1725.0      184.0      EV   \n",
+       "87559   2013     12    5    1610.0       71.0    1843.0       63.0      DL   \n",
+       "87561   2013     12    5    1613.0      138.0    1801.0      131.0      MQ   \n",
+       "87562   2013     12    5    1614.0       94.0    1808.0       84.0      DL   \n",
+       "87563   2013     12    5    1614.0      251.0    1902.0      236.0      UA   \n",
+       "87564   2013     12    5    1617.0      234.0    1746.0      235.0      EV   \n",
+       "87567   2013     12    5    1620.0      201.0    1814.0      200.0      MQ   \n",
+       "87574   2013     12    5    1627.0      405.0    1828.0      394.0      EV   \n",
+       "87576   2013     12    5    1628.0      313.0    1916.0      330.0      UA   \n",
+       "87577   2013     12    5    1628.0       88.0    1833.0      142.0      US   \n",
+       "87579   2013     12    5    1631.0      361.0    1801.0      366.0      MQ   \n",
+       "87581   2013     12    5    1632.0      352.0    1856.0      354.0      EV   \n",
+       "87583   2013     12    5    1637.0       87.0    1927.0       42.0      AA   \n",
+       "87588   2013     12    5    1645.0      262.0    1836.0      256.0      EV   \n",
+       "87589   2013     12    5    1646.0      107.0    1801.0       96.0      9E   \n",
+       "87590   2013     12    5    1646.0      226.0    1817.0      218.0      UA   \n",
+       "87591   2013     12    5    1648.0      114.0    1755.0      100.0      9E   \n",
+       "87596   2013     12    5    1656.0      147.0    1916.0      141.0      B6   \n",
+       "87598   2013     12    5    1657.0      192.0    1836.0      187.0      EV   \n",
+       "87600   2013     12    5    1658.0      253.0    1856.0      261.0      WN   \n",
+       "87605   2013     12    5    1701.0       73.0    1911.0       44.0      DL   \n",
+       "87607   2013     12    5    1703.0       88.0    1955.0       58.0      B6   \n",
+       "87614   2013     12    5    1710.0      155.0    1919.0      154.0      DL   \n",
+       "87618   2013     12    5    1717.0       92.0    2016.0       71.0      WN   \n",
+       "87619   2013     12    5    1718.0       79.0    1931.0       70.0      EV   \n",
+       "87622   2013     12    5    1721.0      216.0    1928.0      218.0      EV   \n",
+       "87625   2013     12    5    1724.0      114.0    1851.0       90.0      UA   \n",
+       "87630   2013     12    5    1731.0      141.0    2020.0      105.0      AA   \n",
+       "87633   2013     12    5    1731.0      131.0    2023.0       95.0      DL   \n",
+       "87635   2013     12    5    1731.0      211.0    1927.0      236.0      UA   \n",
+       "87638   2013     12    5    1734.0       64.0    2123.0       72.0      US   \n",
+       "87639   2013     12    5    1735.0      431.0    2009.0      443.0      EV   \n",
+       "87640   2013     12    5    1735.0      165.0    1909.0      154.0      MQ   \n",
+       "87642   2013     12    5    1737.0      177.0    1956.0      161.0      9E   \n",
+       "87645   2013     12    5    1740.0      161.0    2059.0      165.0      UA   \n",
+       "87646   2013     12    5    1746.0      301.0    1939.0      290.0      DL   \n",
+       "87647   2013     12    5    1746.0       67.0    2141.0       87.0      UA   \n",
+       "87649   2013     12    5    1747.0      107.0    1919.0       98.0      UA   \n",
+       "87650   2013     12    5    1748.0      123.0    2033.0       95.0      DL   \n",
+       "87651   2013     12    5    1750.0      298.0    1903.0      292.0      EV   \n",
+       "87652   2013     12    5    1752.0      203.0    1935.0      192.0      9E   \n",
+       "87654   2013     12    5    1755.0       86.0    2205.0      139.0      B6   \n",
+       "87655   2013     12    5    1755.0      194.0    2020.0      188.0      UA   \n",
+       "87656   2013     12    5    1757.0      382.0    1908.0      378.0      EV   \n",
+       "87657   2013     12    5    1758.0       98.0    2006.0       86.0      DL   \n",
+       "87658   2013     12    5    1758.0      208.0    1930.0      202.0      UA   \n",
+       "87659   2013     12    5    1759.0       64.0    2034.0       44.0      B6   \n",
+       "87660   2013     12    5    1800.0      120.0    2031.0      125.0      9E   \n",
+       "87663   2013     12    5    1802.0      147.0    1933.0      157.0      US   \n",
+       "87664   2013     12    5    1804.0       79.0    1922.0       67.0      WN   \n",
+       "87668   2013     12    5    1808.0      133.0    1956.0      126.0      9E   \n",
+       "87670   2013     12    5    1809.0       94.0    1921.0       86.0      MQ   \n",
+       "87671   2013     12    5    1810.0      160.0    2026.0      148.0      DL   \n",
+       "87672   2013     12    5    1811.0      162.0    2015.0      155.0      EV   \n",
+       "87673   2013     12    5    1812.0      142.0    2111.0      116.0      AA   \n",
+       "87675   2013     12    5    1812.0      207.0    1927.0      202.0      EV   \n",
+       "87678   2013     12    5    1817.0       87.0    2111.0      111.0      WN   \n",
+       "87680   2013     12    5    1821.0      111.0    2221.0      144.0      US   \n",
+       "87683   2013     12    5    1824.0      129.0    2000.0      120.0      MQ   \n",
+       "87684   2013     12    5    1825.0      115.0    2139.0      124.0      WN   \n",
+       "87686   2013     12    5    1826.0      117.0    2112.0      100.0      B6   \n",
+       "87687   2013     12    5    1826.0       71.0    2112.0       52.0      DL   \n",
+       "87688   2013     12    5    1826.0      116.0    2012.0       87.0      DL   \n",
+       "87693   2013     12    5    1831.0       86.0    2107.0       63.0      B6   \n",
+       "87695   2013     12    5    1832.0      188.0    2009.0      200.0      EV   \n",
+       "87698   2013     12    5    1836.0      109.0    2026.0      100.0      DL   \n",
+       "87699   2013     12    5    1839.0      309.0    2130.0      296.0      B6   \n",
+       "87703   2013     12    5    1842.0      202.0    2030.0      205.0      AA   \n",
+       "87706   2013     12    5    1845.0      219.0    2055.0      226.0      EV   \n",
+       "87707   2013     12    5    1847.0      137.0    2120.0      135.0      MQ   \n",
+       "87709   2013     12    5    1848.0       88.0    2142.0       79.0      UA   \n",
+       "87710   2013     12    5    1849.0      165.0    2049.0      141.0      9E   \n",
+       "87712   2013     12    5    1850.0      330.0    2116.0      356.0      MQ   \n",
+       "87714   2013     12    5    1851.0      111.0    2032.0      112.0      WN   \n",
+       "87717   2013     12    5    1854.0      129.0    2115.0      122.0      DL   \n",
+       "87724   2013     12    5    1858.0      279.0    2134.0      260.0      B6   \n",
+       "87727   2013     12    5    1901.0      181.0    2210.0      179.0      UA   \n",
+       "87728   2013     12    5    1902.0      122.0    2144.0       79.0      AA   \n",
+       "87729   2013     12    5    1903.0      241.0    2108.0      240.0      EV   \n",
+       "87730   2013     12    5    1905.0      336.0    2116.0      338.0      EV   \n",
+       "87731   2013     12    5    1907.0       97.0    2101.0       96.0      MQ   \n",
+       "87732   2013     12    5    1908.0      173.0    2059.0      167.0      9E   \n",
+       "87735   2013     12    5    1911.0      101.0    2108.0      100.0      US   \n",
+       "87737   2013     12    5    1912.0       67.0    2120.0       90.0      WN   \n",
+       "87738   2013     12    5    1913.0      188.0    2203.0      184.0      B6   \n",
+       "87740   2013     12    5    1917.0      138.0    2121.0      144.0      EV   \n",
+       "87743   2013     12    5    1920.0      126.0    2044.0      132.0      UA   \n",
+       "87744   2013     12    5    1921.0       86.0    2233.0       75.0      DL   \n",
+       "87747   2013     12    5    1923.0      138.0    2120.0      131.0      US   \n",
+       "87750   2013     12    5    1924.0      119.0    2235.0      108.0      UA   \n",
+       "87752   2013     12    5    1927.0      112.0    2057.0       92.0      AA   \n",
+       "87754   2013     12    5    1931.0      122.0    2232.0      152.0      F9   \n",
+       "87758   2013     12    5    1936.0      261.0    2035.0      232.0      EV   \n",
+       "87762   2013     12    5    1940.0      135.0    2153.0      158.0      WN   \n",
+       "87763   2013     12    5    1941.0      221.0    2106.0      201.0      9E   \n",
+       "87766   2013     12    5    1946.0      206.0    2200.0      211.0      EV   \n",
+       "87767   2013     12    5    1946.0      170.0    2124.0      165.0      EV   \n",
+       "87770   2013     12    5    1951.0      191.0    2133.0      175.0      EV   \n",
+       "87772   2013     12    5    1952.0       65.0    2306.0       59.0      B6   \n",
+       "87773   2013     12    5    1953.0       98.0    2245.0       70.0      AA   \n",
+       "87775   2013     12    5    1955.0      548.0    2143.0      538.0      EV   \n",
+       "87776   2013     12    5    1957.0       82.0    2156.0       58.0      9E   \n",
+       "87778   2013     12    5    2000.0      340.0    2132.0      337.0      EV   \n",
+       "87779   2013     12    5    2000.0      120.0    2138.0      123.0      MQ   \n",
+       "87780   2013     12    5    2001.0       61.0    2128.0       45.0      UA   \n",
+       "87783   2013     12    5    2004.0       84.0    2242.0       92.0      UA   \n",
+       "87785   2013     12    5    2005.0      125.0    2223.0      107.0      DL   \n",
+       "87786   2013     12    5    2005.0       96.0    2211.0       98.0      US   \n",
+       "87788   2013     12    5    2006.0      125.0    2143.0      119.0      UA   \n",
+       "87789   2013     12    5    2008.0       73.0    2302.0       54.0      UA   \n",
+       "87790   2013     12    5    2009.0      189.0    2136.0      174.0      UA   \n",
+       "87793   2013     12    5    2013.0       73.0    2357.0       68.0      DL   \n",
+       "87796   2013     12    5    2014.0      134.0    2136.0      114.0      UA   \n",
+       "87798   2013     12    5    2015.0      285.0    2154.0      278.0      9E   \n",
+       "87804   2013     12    5    2022.0      107.0    2151.0       91.0      AA   \n",
+       "87806   2013     12    5    2024.0      144.0    2324.0      142.0      UA   \n",
+       "87807   2013     12    5    2025.0       73.0    2134.0       46.0      9E   \n",
+       "87811   2013     12    5    2027.0      167.0    2332.0      184.0      UA   \n",
+       "87813   2013     12    5    2033.0      273.0    2317.0      250.0      B6   \n",
+       "87820   2013     12    5    2038.0      208.0    2233.0      203.0      MQ   \n",
+       "87821   2013     12    5    2042.0       72.0    2145.0       58.0      EV   \n",
+       "87823   2013     12    5    2047.0       87.0    2223.0       72.0      9E   \n",
+       "87828   2013     12    5    2050.0      155.0    2310.0      135.0      WN   \n",
+       "87829   2013     12    5    2052.0      147.0    2336.0      136.0      B6   \n",
+       "87836   2013     12    5    2059.0      119.0    2239.0      102.0      EV   \n",
+       "87839   2013     12    5    2104.0      136.0    2220.0      135.0      EV   \n",
+       "87840   2013     12    5    2107.0      128.0    2338.0      108.0      B6   \n",
+       "87841   2013     12    5    2109.0       97.0     130.0       62.0      B6   \n",
+       "87842   2013     12    5    2114.0      226.0    2224.0      215.0      EV   \n",
+       "87844   2013     12    5    2119.0      134.0    2255.0      140.0      EV   \n",
+       "87846   2013     12    5    2122.0      102.0       7.0       84.0      B6   \n",
+       "87849   2013     12    5    2123.0       98.0    2250.0       80.0      MQ   \n",
+       "87852   2013     12    5    2126.0      116.0    2344.0      107.0      DL   \n",
+       "87854   2013     12    5    2130.0      150.0    2237.0      143.0      US   \n",
+       "87858   2013     12    5    2143.0      128.0      33.0      105.0      DL   \n",
+       "87859   2013     12    5    2144.0      219.0    2302.0      212.0      WN   \n",
+       "87860   2013     12    5    2147.0      198.0    2346.0      182.0      EV   \n",
+       "87861   2013     12    5    2148.0       78.0      34.0       56.0      UA   \n",
+       "87863   2013     12    5    2150.0      145.0       4.0      118.0      DL   \n",
+       "87865   2013     12    5    2156.0      104.0      53.0      101.0      UA   \n",
+       "87866   2013     12    5    2159.0       98.0     148.0      111.0      B6   \n",
+       "87867   2013     12    5    2209.0      169.0    2336.0      161.0      WN   \n",
+       "87868   2013     12    5    2210.0      129.0      55.0      154.0      EV   \n",
+       "87871   2013     12    5    2214.0       68.0    2319.0       66.0      B6   \n",
+       "87872   2013     12    5    2219.0      298.0    2322.0      300.0      EV   \n",
+       "87873   2013     12    5    2220.0       86.0      30.0       84.0      EV   \n",
+       "87874   2013     12    5    2235.0      225.0     127.0      202.0      DL   \n",
+       "87879   2013     12    5    2300.0      120.0      32.0      127.0      MQ   \n",
+       "87880   2013     12    5    2301.0       86.0     249.0      114.0      AA   \n",
+       "87881   2013     12    5    2301.0      110.0      48.0      105.0      EV   \n",
+       "87882   2013     12    5    2309.0      294.0     308.0      314.0      UA   \n",
+       "87883   2013     12    5    2310.0      120.0      51.0      105.0      EV   \n",
+       "87885   2013     12    5    2314.0      161.0      38.0      152.0      FL   \n",
+       "87886   2013     12    5    2315.0      134.0     153.0      127.0      B6   \n",
+       "87887   2013     12    5    2320.0      172.0      56.0      161.0      EV   \n",
+       "87888   2013     12    5    2323.0      193.0     101.0      211.0      EV   \n",
+       "87890   2013     12    5    2339.0      244.0     143.0      233.0      EV   \n",
+       "87891   2013     12    5    2342.0      143.0     130.0      141.0      EV   \n",
+       "87892   2013     12    5    2346.0      226.0     113.0      218.0      UA   \n",
+       "88145   2013     12    6     715.0       75.0     944.0       69.0      DL   \n",
+       "88249   2013     12    6     847.0      163.0    1143.0      185.0      EV   \n",
+       "88271   2013     12    6     901.0       61.0    1249.0       67.0      UA   \n",
+       "88314   2013     12    6     955.0      121.0    1130.0      106.0      EV   \n",
+       "88350   2013     12    6    1032.0      112.0    1212.0      106.0      9E   \n",
+       "88366   2013     12    6    1052.0      142.0    1404.0      178.0      F9   \n",
+       "88373   2013     12    6    1058.0       93.0    1219.0       73.0      9E   \n",
+       "88376   2013     12    6    1105.0      157.0    1234.0      158.0      EV   \n",
+       "88404   2013     12    6    1151.0      112.0    1259.0      103.0      EV   \n",
+       "88436   2013     12    6    1230.0       90.0    1356.0      106.0      MQ   \n",
+       "88443   2013     12    6    1240.0      275.0    1714.0      250.0      AA   \n",
+       "88473   2013     12    6    1311.0       71.0    1441.0       86.0      MQ   \n",
+       "88488   2013     12    6    1329.0       88.0    1602.0      105.0      EV   \n",
+       "88489   2013     12    6    1337.0      127.0    1623.0      108.0      AA   \n",
+       "88504   2013     12    6    1355.0       71.0    1547.0       61.0      9E   \n",
+       "88509   2013     12    6    1401.0       61.0    1659.0       79.0      DL   \n",
+       "88510   2013     12    6    1402.0      302.0    1617.0      284.0      DL   \n",
+       "88530   2013     12    6    1435.0       96.0    1738.0       84.0      AA   \n",
+       "88550   2013     12    6    1453.0       63.0    1759.0       54.0      AA   \n",
+       "88602   2013     12    6    1541.0      121.0    1949.0      154.0      WN   \n",
+       "88633   2013     12    6    1620.0       81.0    1728.0       53.0      9E   \n",
+       "88651   2013     12    6    1634.0       65.0    1924.0       59.0      B6   \n",
+       "88656   2013     12    6    1637.0       97.0    1924.0       79.0      MQ   \n",
+       "88683   2013     12    6    1700.0      110.0    1916.0       91.0      EV   \n",
+       "88687   2013     12    6    1703.0       63.0    1904.0       83.0      UA   \n",
+       "88693   2013     12    6    1713.0      103.0    2135.0      159.0      UA   \n",
+       "88699   2013     12    6    1717.0       62.0    1918.0       78.0      MQ   \n",
+       "88700   2013     12    6    1718.0       76.0    1956.0       71.0      DL   \n",
+       "88704   2013     12    6    1719.0       94.0    2006.0      111.0      WN   \n",
+       "88711   2013     12    6    1727.0      152.0    1910.0      140.0      MQ   \n",
+       "88735   2013     12    6    1802.0       62.0    2135.0       75.0      AA   \n",
+       "88737   2013     12    6    1802.0       82.0    1932.0       74.0      EV   \n",
+       "88739   2013     12    6    1803.0      108.0    1944.0       92.0      9E   \n",
+       "88745   2013     12    6    1807.0      137.0    1930.0      140.0      WN   \n",
+       "88749   2013     12    6    1817.0       92.0    2105.0      112.0      DL   \n",
+       "88752   2013     12    6    1819.0       74.0    2104.0       58.0      B6   \n",
+       "88754   2013     12    6    1820.0       70.0    2134.0       73.0      DL   \n",
+       "88767   2013     12    6    1831.0      151.0    2023.0      159.0      9E   \n",
+       "88776   2013     12    6    1839.0      192.0    2041.0      225.0      EV   \n",
+       "88780   2013     12    6    1842.0       74.0    2035.0      106.0      EV   \n",
+       "88790   2013     12    6    1852.0       87.0    2236.0      111.0      VX   \n",
+       "88800   2013     12    6    1902.0       62.0    2111.0       96.0      MQ   \n",
+       "88802   2013     12    6    1913.0      104.0    2159.0       90.0      UA   \n",
+       "88813   2013     12    6    1927.0       67.0    2302.0       77.0      AA   \n",
+       "88815   2013     12    6    1928.0      123.0    2123.0      128.0      WN   \n",
+       "88821   2013     12    6    1931.0      152.0    2143.0      166.0      EV   \n",
+       "88825   2013     12    6    1935.0       70.0    2224.0       64.0      B6   \n",
+       "88826   2013     12    6    1937.0       82.0    2225.0       90.0      WN   \n",
+       "88831   2013     12    6    1940.0      131.0    2344.0      153.0      UA   \n",
+       "88833   2013     12    6    1945.0       80.0    2229.0       40.0      AS   \n",
+       "88836   2013     12    6    1949.0       74.0    2207.0       69.0      9E   \n",
+       "88851   2013     12    6    2001.0       76.0    2237.0      117.0      MQ   \n",
+       "88853   2013     12    6    2007.0       97.0    2155.0       69.0      EV   \n",
+       "88858   2013     12    6    2010.0       75.0    2214.0       94.0      MQ   \n",
+       "88860   2013     12    6    2011.0       71.0    2202.0       87.0      UA   \n",
+       "88862   2013     12    6    2018.0      123.0    2236.0      151.0      MQ   \n",
+       "88867   2013     12    6    2022.0       77.0    2203.0       88.0      EV   \n",
+       "88871   2013     12    6    2025.0       97.0    2137.0       92.0      EV   \n",
+       "88882   2013     12    6    2034.0       99.0    2255.0      116.0      US   \n",
+       "88884   2013     12    6    2035.0       85.0      57.0      120.0      DL   \n",
+       "88891   2013     12    6    2043.0      163.0    2301.0      145.0      DL   \n",
+       "88892   2013     12    6    2049.0      109.0     137.0       98.0      AA   \n",
+       "88903   2013     12    6    2057.0      227.0     106.0      261.0      UA   \n",
+       "88906   2013     12    6    2102.0      227.0      55.0      260.0      AA   \n",
+       "88907   2013     12    6    2104.0       99.0      32.0      107.0      AA   \n",
+       "88911   2013     12    6    2112.0      154.0     105.0      171.0      UA   \n",
+       "88915   2013     12    6    2119.0      229.0    2239.0      233.0      B6   \n",
+       "88917   2013     12    6    2124.0      145.0    2400.0      130.0      B6   \n",
+       "88923   2013     12    6    2132.0      147.0    2339.0      153.0      EV   \n",
+       "88925   2013     12    6    2136.0      126.0    2358.0      121.0      DL   \n",
+       "88928   2013     12    6    2142.0       74.0    2332.0       77.0      EV   \n",
+       "88931   2013     12    6    2148.0       63.0     116.0       77.0      B6   \n",
+       "88935   2013     12    6    2201.0       94.0      21.0       98.0      EV   \n",
+       "88938   2013     12    6    2211.0       91.0      58.0      107.0      EV   \n",
+       "88939   2013     12    6    2219.0      130.0     135.0      160.0      EV   \n",
+       "88942   2013     12    6    2228.0      134.0     127.0      165.0      EV   \n",
+       "88945   2013     12    6    2235.0       66.0     112.0       62.0      B6   \n",
+       "88946   2013     12    6    2239.0      174.0     131.0      187.0      EV   \n",
+       "88949   2013     12    6    2251.0      111.0     122.0      125.0      9E   \n",
+       "88950   2013     12    6    2252.0      202.0      16.0      209.0      EV   \n",
+       "88952   2013     12    6    2303.0       64.0     116.0       77.0      EV   \n",
+       "88953   2013     12    6    2324.0      115.0      54.0      116.0      EV   \n",
+       "88954   2013     12    6    2324.0      249.0     238.0      270.0      UA   \n",
+       "88956   2013     12    6    2349.0      124.0     238.0      125.0      B6   \n",
+       "89024   2013     12    7      51.0      232.0     219.0      217.0      EV   \n",
+       "89088   2013     12    7     711.0       72.0     828.0       70.0      EV   \n",
+       "89116   2013     12    7     753.0       68.0    1036.0       77.0      EV   \n",
+       "89212   2013     12    7     927.0       87.0    1056.0       77.0      UA   \n",
+       "89251   2013     12    7    1016.0      133.0    1414.0      152.0      UA   \n",
+       "89268   2013     12    7    1044.0       74.0    1330.0       53.0      B6   \n",
+       "89272   2013     12    7    1048.0       98.0    1347.0       72.0      AA   \n",
+       "89386   2013     12    7    1404.0       79.0    1547.0       62.0      DL   \n",
+       "89540   2013     12    7    1659.0      219.0    2106.0      265.0      UA   \n",
+       "89544   2013     12    7    1702.0      153.0    1925.0      150.0      B6   \n",
+       "89561   2013     12    7    1723.0       68.0    2037.0       72.0      AA   \n",
+       "89562   2013     12    7    1724.0      155.0    2010.0      133.0      UA   \n",
+       "89566   2013     12    7    1731.0       86.0    2005.0       66.0      B6   \n",
+       "89577   2013     12    7    1751.0      210.0    1900.0      202.0      EV   \n",
+       "89578   2013     12    7    1752.0      142.0    1912.0      117.0      9E   \n",
+       "89591   2013     12    7    1811.0      169.0    2322.0        NaN      UA   \n",
+       "89596   2013     12    7    1817.0       72.0    2112.0       66.0      B6   \n",
+       "89610   2013     12    7    1834.0       94.0    2127.0       62.0      AA   \n",
+       "89634   2013     12    7    1903.0      374.0    2316.0      422.0      UA   \n",
+       "89713   2013     12    8      16.0      185.0     231.0      208.0      EV   \n",
+       "89714   2013     12    8      21.0      321.0     416.0      361.0      AA   \n",
+       "89716   2013     12    8      32.0      176.0     207.0      188.0      B6   \n",
+       "89717   2013     12    8      43.0      172.0     204.0      185.0      EV   \n",
+       "89718   2013     12    8     143.0      104.0     700.0      135.0      B6   \n",
+       "89719   2013     12    8     321.0      276.0     420.0      267.0      B6   \n",
+       "89842   2013     12    8     824.0       84.0    1006.0       76.0      AA   \n",
+       "89886   2013     12    8     910.0       72.0    1251.0       72.0      UA   \n",
+       "89901   2013     12    8     925.0      100.0    1200.0      105.0      DL   \n",
+       "89907   2013     12    8     936.0       62.0    1150.0       58.0      9E   \n",
+       "89913   2013     12    8     947.0      107.0    1326.0      111.0      AA   \n",
+       "89990   2013     12    8    1130.0       65.0    1226.0       59.0      B6   \n",
+       "90016   2013     12    8    1204.0       77.0    1457.0        NaN      EV   \n",
+       "90018   2013     12    8    1206.0      336.0    1418.0      336.0      US   \n",
+       "90071   2013     12    8    1318.0       77.0    1601.0      104.0      EV   \n",
+       "90072   2013     12    8    1319.0       69.0    1640.0       80.0      AA   \n",
+       "90109   2013     12    8    1407.0       62.0    1610.0       53.0      EV   \n",
+       "90128   2013     12    8    1435.0      155.0       NaN        NaN      MQ   \n",
+       "90161   2013     12    8    1457.0       72.0    1811.0       91.0      UA   \n",
+       "90177   2013     12    8    1519.0      174.0    1846.0      191.0      AA   \n",
+       "90180   2013     12    8    1520.0      140.0    1742.0      194.0      UA   \n",
+       "90184   2013     12    8    1524.0      181.0    1738.0      198.0      EV   \n",
+       "90191   2013     12    8    1529.0      150.0    1908.0      174.0      AA   \n",
+       "90194   2013     12    8    1531.0      151.0    1859.0      143.0      DL   \n",
+       "90244   2013     12    8    1627.0      282.0    1915.0      307.0      DL   \n",
+       "90258   2013     12    8    1648.0      183.0    2007.0      191.0      DL   \n",
+       "90275   2013     12    8    1711.0       72.0    2013.0      112.0      EV   \n",
+       "90278   2013     12    8    1719.0       79.0    2013.0      107.0      9E   \n",
+       "90283   2013     12    8    1723.0       83.0    2001.0      136.0      9E   \n",
+       "90304   2013     12    8    1747.0       77.0    2133.0      118.0      WN   \n",
+       "90317   2013     12    8    1802.0       93.0    2017.0      138.0      B6   \n",
+       "90318   2013     12    8    1803.0       71.0    2001.0      117.0      B6   \n",
+       "90320   2013     12    8    1805.0      161.0    2208.0      206.0      UA   \n",
+       "90321   2013     12    8    1806.0       86.0    1929.0       69.0      MQ   \n",
+       "90325   2013     12    8    1808.0      113.0    2012.0      132.0      MQ   \n",
+       "90332   2013     12    8    1817.0       82.0    2136.0      106.0      B6   \n",
+       "90336   2013     12    8    1822.0       97.0    2216.0      170.0      DL   \n",
+       "90340   2013     12    8    1828.0      152.0    2204.0      170.0      B6   \n",
+       "90342   2013     12    8    1829.0      114.0    2200.0      215.0      AA   \n",
+       "90348   2013     12    8    1836.0       76.0    2215.0      112.0      UA   \n",
+       "90353   2013     12    8    1845.0      121.0    2202.0      165.0      EV   \n",
+       "90354   2013     12    8    1846.0       99.0    2118.0      126.0      EV   \n",
+       "90357   2013     12    8    1848.0       63.0    2203.0      125.0      DL   \n",
+       "90362   2013     12    8    1853.0       83.0    2327.0      137.0      UA   \n",
+       "90368   2013     12    8    1858.0       78.0    2347.0      199.0      UA   \n",
+       "90370   2013     12    8    1900.0      155.0    2159.0      244.0      MQ   \n",
+       "90380   2013     12    8    1909.0       65.0       1.0      156.0      UA   \n",
+       "90385   2013     12    8    1918.0      113.0    2137.0      142.0      WN   \n",
+       "90386   2013     12    8    1920.0      111.0    2220.0      145.0      FL   \n",
+       "90392   2013     12    8    1928.0       73.0    2235.0       95.0      DL   \n",
+       "90395   2013     12    8    1930.0       61.0    2120.0       67.0      EV   \n",
+       "90399   2013     12    8    1936.0      141.0    2201.0      191.0      MQ   \n",
+       "90400   2013     12    8    1936.0       67.0    2258.0       78.0      UA   \n",
+       "90401   2013     12    8    1937.0       67.0      22.0      148.0      DL   \n",
+       "90402   2013     12    8    1938.0       63.0    2156.0       96.0      AA   \n",
+       "90406   2013     12    8    1939.0       69.0     117.0      194.0      UA   \n",
+       "90407   2013     12    8    1940.0       75.0    2317.0       85.0      AS   \n",
+       "90413   2013     12    8    1948.0       65.0    2349.0      156.0      UA   \n",
+       "90422   2013     12    8    2001.0      241.0    2141.0      262.0      US   \n",
+       "90425   2013     12    8    2006.0       75.0    2302.0       62.0      UA   \n",
+       "90426   2013     12    8    2007.0      127.0    2136.0      121.0      MQ   \n",
+       "90427   2013     12    8    2008.0       88.0    2327.0       86.0      DL   \n",
+       "90428   2013     12    8    2008.0      128.0    2209.0      149.0      MQ   \n",
+       "90430   2013     12    8    2009.0       64.0       NaN        NaN      9E   \n",
+       "90436   2013     12    8    2022.0       94.0    2213.0      128.0      EV   \n",
+       "90441   2013     12    8    2031.0       61.0    2339.0      104.0      9E   \n",
+       "90443   2013     12    8    2038.0       75.0     111.0      149.0      UA   \n",
+       "90444   2013     12    8    2041.0       71.0    2300.0       84.0      9E   \n",
+       "90447   2013     12    8    2047.0      102.0    2325.0      139.0      EV   \n",
+       "90449   2013     12    8    2050.0       80.0    2258.0      105.0      EV   \n",
+       "90450   2013     12    8    2050.0       90.0    2239.0      104.0      WN   \n",
+       "90451   2013     12    8    2052.0       77.0    2350.0      120.0      EV   \n",
+       "90453   2013     12    8    2054.0      164.0    2319.0      208.0      9E   \n",
+       "90454   2013     12    8    2054.0      119.0      56.0      141.0      VX   \n",
+       "90455   2013     12    8    2055.0       85.0       2.0       86.0      DL   \n",
+       "90456   2013     12    8    2056.0      104.0    2232.0      104.0      9E   \n",
+       "90462   2013     12    8    2103.0       93.0       7.0      146.0      EV   \n",
+       "90465   2013     12    8    2109.0       74.0       NaN        NaN      EV   \n",
+       "90468   2013     12    8    2111.0      251.0    2349.0      307.0      UA   \n",
+       "90471   2013     12    8    2113.0       73.0      49.0      129.0      DL   \n",
+       "90473   2013     12    8    2114.0       79.0       8.0      118.0      DL   \n",
+       "90479   2013     12    8    2123.0      103.0    2347.0      152.0      AA   \n",
+       "90481   2013     12    8    2128.0      104.0     105.0      148.0      UA   \n",
+       "90483   2013     12    8    2131.0       62.0    2358.0      107.0      UA   \n",
+       "90485   2013     12    8    2136.0       96.0     153.0      148.0      VX   \n",
+       "90488   2013     12    8    2146.0       91.0    2324.0      118.0      B6   \n",
+       "90489   2013     12    8    2146.0      153.0      51.0      248.0      EV   \n",
+       "90491   2013     12    8    2149.0       84.0    2357.0      112.0      AA   \n",
+       "90492   2013     12    8    2149.0      109.0    2330.0      115.0      UA   \n",
+       "90493   2013     12    8    2151.0       81.0    2353.0      108.0      WN   \n",
+       "90495   2013     12    8    2157.0      177.0       7.0      200.0      9E   \n",
+       "90496   2013     12    8    2157.0      122.0     259.0        NaN      DL   \n",
+       "90498   2013     12    8    2158.0      133.0      54.0      150.0      EV   \n",
+       "90499   2013     12    8    2207.0       92.0      11.0      121.0      WN   \n",
+       "90500   2013     12    8    2213.0       73.0       3.0       84.0      EV   \n",
+       "90501   2013     12    8    2217.0      222.0       NaN        NaN      EV   \n",
+       "90502   2013     12    8    2217.0       78.0     104.0      110.0      MQ   \n",
+       "90503   2013     12    8    2221.0      136.0     141.0      151.0      B6   \n",
+       "90505   2013     12    8    2234.0      116.0     116.0      137.0      9E   \n",
+       "90507   2013     12    8    2243.0       74.0      28.0       90.0      EV   \n",
+       "90509   2013     12    8    2248.0      123.0     231.0      152.0      B6   \n",
+       "90510   2013     12    8    2251.0      111.0     141.0      132.0      B6   \n",
+       "90513   2013     12    8    2259.0      165.0     250.0      248.0      EV   \n",
+       "90514   2013     12    8    2301.0       76.0     210.0       97.0      B6   \n",
+       "90515   2013     12    8    2301.0       64.0      31.0       86.0      UA   \n",
+       "90516   2013     12    8    2305.0      119.0      21.0      128.0      B6   \n",
+       "90520   2013     12    8    2322.0      162.0     111.0      171.0      MQ   \n",
+       "90521   2013     12    8    2323.0      113.0      57.0      132.0      MQ   \n",
+       "90522   2013     12    8    2324.0      180.0     308.0      198.0      UA   \n",
+       "90524   2013     12    8    2326.0      160.0     152.0      208.0      EV   \n",
+       "90525   2013     12    8    2340.0      130.0     306.0      168.0      B6   \n",
+       "90526   2013     12    8    2353.0       88.0     141.0      120.0      EV   \n",
+       "90588   2013     12    9      11.0      116.0     121.0      116.0      EV   \n",
+       "90589   2013     12    9      12.0      107.0     122.0      101.0      EV   \n",
+       "90590   2013     12    9      25.0      190.0     327.0      219.0      EV   \n",
+       "90670   2013     12    9     709.0       68.0     820.0       64.0      EV   \n",
+       "90690   2013     12    9     728.0       84.0    1020.0      102.0      EV   \n",
+       "90739   2013     12    9     808.0       98.0    1031.0      116.0      US   \n",
+       "90740   2013     12    9     809.0      124.0    1031.0      137.0      DL   \n",
+       "90744   2013     12    9     811.0      132.0     954.0      156.0      EV   \n",
+       "90812   2013     12    9     912.0      137.0    1244.0      184.0      AA   \n",
+       "90831   2013     12    9     932.0       92.0    1237.0       94.0      DL   \n",
+       "90836   2013     12    9     940.0       75.0    1156.0       87.0      US   \n",
+       "90842   2013     12    9     946.0       71.0    1146.0       81.0      EV   \n",
+       "90844   2013     12    9     951.0       66.0    1317.0       82.0      UA   \n",
+       "90853   2013     12    9    1003.0       82.0    1116.0       66.0      EV   \n",
+       "90865   2013     12    9    1014.0      122.0    1342.0        NaN      EV   \n",
+       "90866   2013     12    9    1016.0      101.0    1311.0      140.0      EV   \n",
+       "90871   2013     12    9    1020.0      145.0    1209.0      152.0      EV   \n",
+       "90889   2013     12    9    1034.0      274.0    1244.0      274.0      EV   \n",
+       "90904   2013     12    9    1101.0      152.0    1352.0        NaN      EV   \n",
+       "90909   2013     12    9    1116.0       70.0    1241.0       76.0      EV   \n",
+       "90918   2013     12    9    1127.0      142.0    1227.0      123.0      B6   \n",
+       "90921   2013     12    9    1133.0       98.0    1412.0      102.0      MQ   \n",
+       "90937   2013     12    9    1153.0      131.0    1357.0      123.0      EV   \n",
+       "90948   2013     12    9    1201.0       73.0    1522.0       88.0      B6   \n",
+       "90949   2013     12    9    1201.0      190.0    1240.0      166.0      EV   \n",
+       "90958   2013     12    9    1219.0      218.0    1322.0      199.0      EV   \n",
+       "90961   2013     12    9    1223.0      128.0    1622.0      160.0      US   \n",
+       "90967   2013     12    9    1231.0      136.0    1611.0      154.0      9E   \n",
+       "90968   2013     12    9    1234.0       65.0    1558.0       76.0      UA   \n",
+       "90969   2013     12    9    1235.0       96.0    1508.0       94.0      EV   \n",
+       "90974   2013     12    9    1247.0       62.0    1437.0       82.0      WN   \n",
+       "90983   2013     12    9    1255.0       64.0    1552.0       93.0      FL   \n",
+       "90993   2013     12    9    1307.0       77.0    1505.0      100.0      WN   \n",
+       "90998   2013     12    9    1312.0      152.0    1623.0      201.0      EV   \n",
+       "91006   2013     12    9    1326.0      256.0    1631.0      236.0      AA   \n",
+       "91008   2013     12    9    1331.0       86.0    1513.0       83.0      MQ   \n",
+       "91011   2013     12    9    1337.0       82.0    1632.0      107.0      WN   \n",
+       "91015   2013     12    9    1341.0      100.0    1628.0      131.0      EV   \n",
+       "91016   2013     12    9    1341.0      101.0    1455.0      100.0      MQ   \n",
+       "91018   2013     12    9    1345.0       70.0    1542.0      111.0      9E   \n",
+       "91026   2013     12    9    1357.0       67.0    1456.0       66.0      AA   \n",
+       "91027   2013     12    9    1357.0       72.0    1609.0       94.0      WN   \n",
+       "91031   2013     12    9    1406.0       66.0    1636.0       68.0      DL   \n",
+       "91033   2013     12    9    1410.0       80.0    1559.0      104.0      WN   \n",
+       "91036   2013     12    9    1413.0      133.0    1604.0      144.0      EV   \n",
+       "91043   2013     12    9    1423.0       84.0    1632.0       98.0      MQ   \n",
+       "91049   2013     12    9    1429.0       79.0    1520.0       72.0      EV   \n",
+       "91057   2013     12    9    1440.0       70.0    1757.0       83.0      B6   \n",
+       "91059   2013     12    9    1441.0      114.0    1546.0      115.0      B6   \n",
+       "91064   2013     12    9    1446.0      106.0    1644.0      125.0      UA   \n",
+       "91068   2013     12    9    1455.0       86.0    1810.0      100.0      UA   \n",
+       "91092   2013     12    9    1512.0      132.0    1631.0      130.0      EV   \n",
+       "91093   2013     12    9    1512.0       77.0    1659.0       94.0      WN   \n",
+       "91094   2013     12    9    1512.0       87.0    1800.0       80.0      UA   \n",
+       "91101   2013     12    9    1522.0      102.0    1620.0       96.0      EV   \n",
+       "91103   2013     12    9    1525.0      105.0    1927.0      132.0      WN   \n",
+       "91105   2013     12    9    1526.0       86.0    1630.0       81.0      B6   \n",
+       "91110   2013     12    9    1529.0      139.0    1706.0      138.0      EV   \n",
+       "91120   2013     12    9    1543.0       82.0    1706.0       88.0      EV   \n",
+       "91124   2013     12    9    1546.0      106.0    1918.0      128.0      UA   \n",
+       "91129   2013     12    9    1551.0      151.0    1917.0      156.0      UA   \n",
+       "91133   2013     12    9    1554.0       95.0    1904.0      110.0      B6   \n",
+       "91136   2013     12    9    1557.0       62.0    1752.0       62.0      MQ   \n",
+       "91138   2013     12    9    1559.0       69.0    1859.0       57.0      B6   \n",
+       "91139   2013     12    9    1600.0      188.0    1711.0      180.0      EV   \n",
+       "91140   2013     12    9    1601.0       66.0    1716.0       51.0      MQ   \n",
+       "91142   2013     12    9    1603.0       78.0    1720.0       75.0      EV   \n",
+       "91146   2013     12    9    1607.0       61.0    1810.0       61.0      EV   \n",
+       "91148   2013     12    9    1610.0      100.0    1746.0      113.0      EV   \n",
+       "91158   2013     12    9    1626.0      108.0    1941.0      117.0      B6   \n",
+       "91161   2013     12    9    1629.0       90.0    1926.0      106.0      DL   \n",
+       "91164   2013     12    9    1632.0       68.0    1814.0       85.0      EV   \n",
+       "91173   2013     12    9    1643.0       83.0    1826.0       86.0      MQ   \n",
+       "91176   2013     12    9    1646.0       77.0    1952.0       87.0      B6   \n",
+       "91178   2013     12    9    1650.0       65.0    1909.0       59.0      MQ   \n",
+       "91179   2013     12    9    1650.0       65.0    2016.0       71.0      WN   \n",
+       "91180   2013     12    9    1650.0       90.0    1950.0      102.0      UA   \n",
+       "91181   2013     12    9    1651.0      316.0    1815.0      325.0      EV   \n",
+       "91185   2013     12    9    1654.0      264.0    1928.0      273.0      EV   \n",
+       "91187   2013     12    9    1655.0       86.0    1912.0       92.0      EV   \n",
+       "91190   2013     12    9    1656.0       94.0    2021.0       98.0      UA   \n",
+       "91191   2013     12    9    1657.0       73.0    1857.0       67.0      US   \n",
+       "91192   2013     12    9    1658.0       88.0    1942.0      104.0      DL   \n",
+       "91195   2013     12    9    1700.0       95.0    1903.0      103.0      MQ   \n",
+       "91198   2013     12    9    1705.0       75.0    1845.0       95.0      WN   \n",
+       "91202   2013     12    9    1708.0       68.0    2009.0       62.0      B6   \n",
+       "91210   2013     12    9    1720.0      160.0    1948.0      153.0      9E   \n",
+       "91211   2013     12    9    1720.0       80.0    1855.0       71.0      9E   \n",
+       "91218   2013     12    9    1728.0       73.0    1937.0       85.0      9E   \n",
+       "91222   2013     12    9    1730.0       90.0    1904.0       94.0      MQ   \n",
+       "91223   2013     12    9    1731.0      191.0    1933.0      218.0      EV   \n",
+       "91224   2013     12    9    1735.0       95.0    1958.0       96.0      EV   \n",
+       "91226   2013     12    9    1736.0      101.0    1947.0      117.0      9E   \n",
+       "91231   2013     12    9    1740.0      161.0    1940.0      166.0      US   \n",
+       "91233   2013     12    9    1741.0      118.0    2023.0      151.0      EV   \n",
+       "91236   2013     12    9    1747.0       92.0    1940.0       66.0      EV   \n",
+       "91239   2013     12    9    1749.0       72.0       NaN        NaN      YV   \n",
+       "91240   2013     12    9    1752.0      103.0    1857.0      101.0      EV   \n",
+       "91243   2013     12    9    1756.0      161.0    1941.0      172.0      UA   \n",
+       "91250   2013     12    9    1803.0      138.0    2049.0      154.0      WN   \n",
+       "91251   2013     12    9    1804.0       63.0    1956.0       82.0      UA   \n",
+       "91254   2013     12    9    1808.0      164.0    2203.0      201.0      UA   \n",
+       "91261   2013     12    9    1811.0       84.0    2033.0      104.0      DL   \n",
+       "91264   2013     12    9    1816.0       92.0    2107.0      110.0      EV   \n",
+       "91266   2013     12    9    1819.0      109.0    2018.0      133.0      EV   \n",
+       "91269   2013     12    9    1824.0      114.0    2302.0       92.0      AA   \n",
+       "91271   2013     12    9    1824.0       70.0    1938.0       66.0      UA   \n",
+       "91280   2013     12    9    1829.0       74.0    2139.0       79.0      DL   \n",
+       "91281   2013     12    9    1830.0      190.0    2141.0      173.0      DL   \n",
+       "91282   2013     12    9    1830.0      110.0    1952.0       92.0      MQ   \n",
+       "91283   2013     12    9    1830.0      105.0    2015.0      120.0      WN   \n",
+       "91284   2013     12    9    1830.0       90.0    2050.0      128.0      UA   \n",
+       "91287   2013     12    9    1832.0      122.0    2047.0      151.0      9E   \n",
+       "91289   2013     12    9    1832.0      197.0    1943.0      180.0      EV   \n",
+       "91294   2013     12    9    1834.0      104.0    2202.0      162.0      WN   \n",
+       "91295   2013     12    9    1834.0       84.0    2055.0      105.0      MQ   \n",
+       "91296   2013     12    9    1835.0      110.0    2126.0      133.0      DL   \n",
+       "91299   2013     12    9    1837.0      368.0    2029.0      376.0      EV   \n",
+       "91300   2013     12    9    1838.0       93.0    2133.0       87.0      B6   \n",
+       "91303   2013     12    9    1841.0      151.0    2151.0      145.0      UA   \n",
+       "91304   2013     12    9    1842.0      117.0    2212.0      122.0      AA   \n",
+       "91305   2013     12    9    1842.0      103.0    2200.0      116.0      UA   \n",
+       "91308   2013     12    9    1848.0      103.0    2056.0      107.0      US   \n",
+       "91311   2013     12    9    1855.0      155.0    2120.0      171.0      EV   \n",
+       "91325   2013     12    9    1908.0      103.0    2235.0      110.0      VX   \n",
+       "91326   2013     12    9    1909.0       84.0    2116.0       78.0      DL   \n",
+       "91327   2013     12    9    1914.0      128.0    2130.0      139.0      EV   \n",
+       "91329   2013     12    9    1915.0       70.0    2123.0       88.0      WN   \n",
+       "91332   2013     12    9    1920.0       80.0    2209.0       74.0      UA   \n",
+       "91335   2013     12    9    1922.0      113.0    2315.0      120.0      VX   \n",
+       "91339   2013     12    9    1924.0      204.0    2101.0      200.0      UA   \n",
+       "91340   2013     12    9    1926.0       85.0    2106.0       82.0      UA   \n",
+       "91343   2013     12    9    1929.0      169.0    2111.0      153.0      EV   \n",
+       "91346   2013     12    9    1934.0       64.0    2224.0       46.0      B6   \n",
+       "91349   2013     12    9    1938.0      103.0    2245.0      116.0      B6   \n",
+       "91350   2013     12    9    1940.0      253.0    2122.0      266.0      EV   \n",
+       "91355   2013     12    9    1946.0       77.0    2119.0       66.0      EV   \n",
+       "91358   2013     12    9    1948.0       73.0    2206.0       68.0      9E   \n",
+       "91359   2013     12    9    1950.0       85.0    2325.0       93.0      AS   \n",
+       "91363   2013     12    9    1954.0      110.0    2156.0      110.0      EV   \n",
+       "91365   2013     12    9    1954.0      114.0    2202.0      147.0      MQ   \n",
+       "91368   2013     12    9    1956.0      158.0    2206.0      178.0      EV   \n",
+       "91369   2013     12    9    1957.0      107.0    2137.0      106.0      9E   \n",
+       "91375   2013     12    9    2003.0      108.0    2217.0      132.0      MQ   \n",
+       "91377   2013     12    9    2006.0       61.0    2204.0       89.0      EV   \n",
+       "91378   2013     12    9    2008.0      128.0    2135.0      111.0      9E   \n",
+       "91381   2013     12    9    2013.0      128.0    2158.0      148.0      WN   \n",
+       "91387   2013     12    9    2018.0      169.0    2306.0      186.0      F9   \n",
+       "91390   2013     12    9    2020.0      171.0    2301.0      186.0      FL   \n",
+       "91394   2013     12    9    2025.0       95.0    2206.0       96.0      MQ   \n",
+       "91395   2013     12    9    2026.0      176.0    2356.0      164.0      UA   \n",
+       "91397   2013     12    9    2029.0       89.0    2212.0       85.0      9E   \n",
+       "91398   2013     12    9    2031.0       61.0    2319.0       73.0      9E   \n",
+       "91399   2013     12    9    2031.0      151.0    2338.0      156.0      UA   \n",
+       "91400   2013     12    9    2033.0      113.0    2212.0      107.0      9E   \n",
+       "91401   2013     12    9    2033.0      243.0    2354.0      259.0      WN   \n",
+       "91404   2013     12    9    2037.0       98.0    2319.0       89.0      B6   \n",
+       "91405   2013     12    9    2037.0      117.0    2311.0      121.0      UA   \n",
+       "91407   2013     12    9    2041.0       76.0    2303.0       57.0      DL   \n",
+       "91408   2013     12    9    2045.0      140.0    2335.0      135.0      B6   \n",
+       "91412   2013     12    9    2051.0      106.0    2309.0      123.0      EV   \n",
+       "91416   2013     12    9    2055.0      145.0    2253.0      127.0      EV   \n",
+       "91417   2013     12    9    2056.0       71.0    2300.0       70.0      MQ   \n",
+       "91418   2013     12    9    2056.0       81.0    2325.0       82.0      FL   \n",
+       "91422   2013     12    9    2101.0      126.0    2357.0      109.0      UA   \n",
+       "91423   2013     12    9    2106.0       61.0    2315.0       72.0      EV   \n",
+       "91424   2013     12    9    2108.0       68.0    2332.0       52.0      DL   \n",
+       "91425   2013     12    9    2108.0      248.0    2252.0      252.0      WN   \n",
+       "91427   2013     12    9    2110.0       90.0      11.0       88.0      B6   \n",
+       "91431   2013     12    9    2117.0      107.0    2349.0      112.0      DL   \n",
+       "91432   2013     12    9    2120.0       80.0    2256.0       81.0      UA   \n",
+       "91436   2013     12    9    2126.0      206.0    2354.0      198.0      DL   \n",
+       "91440   2013     12    9    2129.0      244.0    2338.0      263.0      WN   \n",
+       "91444   2013     12    9    2141.0       63.0       6.0       67.0      9E   \n",
+       "91446   2013     12    9    2141.0       61.0      47.0       96.0      EV   \n",
+       "91448   2013     12    9    2145.0      135.0       9.0      134.0      9E   \n",
+       "91449   2013     12    9    2147.0       72.0    2323.0       73.0      WN   \n",
+       "91450   2013     12    9    2149.0       90.0     115.0       90.0      UA   \n",
+       "91454   2013     12    9    2157.0      132.0    2341.0      131.0      MQ   \n",
+       "91455   2013     12    9    2158.0      163.0     106.0      178.0      UA   \n",
+       "91456   2013     12    9    2159.0      149.0      29.0      168.0      EV   \n",
+       "91457   2013     12    9    2159.0      224.0      45.0      230.0      WN   \n",
+       "91460   2013     12    9    2204.0       63.0      40.0       54.0      B6   \n",
+       "91462   2013     12    9    2213.0      193.0    2351.0      174.0      EV   \n",
+       "91463   2013     12    9    2226.0      237.0      25.0      221.0      EV   \n",
+       "91465   2013     12    9    2228.0      163.0     102.0      158.0      EV   \n",
+       "91466   2013     12    9    2228.0       88.0    2348.0       69.0      EV   \n",
+       "91467   2013     12    9    2229.0       90.0      27.0      103.0      B6   \n",
+       "91468   2013     12    9    2229.0       89.0       3.0       98.0      MQ   \n",
+       "91469   2013     12    9    2230.0      104.0      16.0      112.0      EV   \n",
+       "91470   2013     12    9    2232.0      202.0     230.0      213.0      DL   \n",
+       "91471   2013     12    9    2233.0      120.0    2355.0      109.0      FL   \n",
+       "91472   2013     12    9    2233.0       93.0    2326.0       80.0      UA   \n",
+       "91473   2013     12    9    2234.0       79.0      38.0       83.0      MQ   \n",
+       "91474   2013     12    9    2239.0       80.0      46.0       97.0      EV   \n",
+       "91475   2013     12    9    2241.0      131.0      22.0      137.0      WN   \n",
+       "91477   2013     12    9    2248.0      141.0     121.0      158.0      EV   \n",
+       "91478   2013     12    9    2256.0      166.0     100.0      210.0      EV   \n",
+       "91479   2013     12    9    2259.0      209.0     101.0      205.0      EV   \n",
+       "91482   2013     12    9    2308.0       69.0     114.0       75.0      EV   \n",
+       "91483   2013     12    9    2310.0      262.0      31.0      266.0      EV   \n",
+       "91484   2013     12    9    2320.0       81.0      23.0       61.0      EV   \n",
+       "91485   2013     12    9    2327.0      232.0     137.0      227.0      EV   \n",
+       "91486   2013     12    9    2328.0      118.0     228.0      130.0      B6   \n",
+       "91487   2013     12    9    2333.0      184.0     218.0      207.0      EV   \n",
+       "91488   2013     12    9    2339.0      191.0     117.0      182.0      EV   \n",
+       "91489   2013     12    9    2341.0      111.0      51.0      100.0      EV   \n",
+       "91490   2013     12    9    2342.0       73.0      40.0       57.0      B6   \n",
+       "91493   2013     12    9    2400.0       70.0      59.0       63.0      B6   \n",
+       "91552   2013     12   10      11.0       86.0     119.0       86.0      B6   \n",
+       "91553   2013     12   10     211.0      132.0     651.0      131.0      B6   \n",
+       "91705   2013     12   10     820.0      110.0    1101.0      146.0      US   \n",
+       "91751   2013     12   10     909.0      109.0    1202.0       92.0      UA   \n",
+       "91762   2013     12   10     932.0       82.0    1159.0      125.0      EV   \n",
+       "91768   2013     12   10     945.0       80.0    1223.0      114.0      US   \n",
+       "91793   2013     12   10    1029.0       79.0    1355.0       80.0      AA   \n",
+       "91806   2013     12   10    1048.0      243.0    1333.0      276.0      9E   \n",
+       "91807   2013     12   10    1048.0      168.0    1210.0      180.0      AA   \n",
+       "91808   2013     12   10    1048.0       73.0    1232.0       77.0      WN   \n",
+       "91810   2013     12   10    1049.0      144.0    1208.0      149.0      9E   \n",
+       "91812   2013     12   10    1054.0       86.0    1221.0       99.0      UA   \n",
+       "91814   2013     12   10    1055.0      152.0    1508.0      187.0      UA   \n",
+       "91815   2013     12   10    1056.0      116.0    1559.0      129.0      DL   \n",
+       "91826   2013     12   10    1113.0       73.0    1450.0      103.0      UA   \n",
+       "91828   2013     12   10    1118.0       63.0    1455.0       95.0      DL   \n",
+       "91838   2013     12   10    1152.0      172.0    1612.0      227.0      AA   \n",
+       "91840   2013     12   10    1154.0       84.0    1559.0      124.0      AA   \n",
+       "91856   2013     12   10    1223.0      128.0    1427.0      157.0      AA   \n",
+       "91859   2013     12   10    1234.0       83.0    1406.0       81.0      EV   \n",
+       "91862   2013     12   10    1244.0      174.0    1414.0      179.0      WN   \n",
+       "91866   2013     12   10    1249.0      169.0    1557.0      195.0      DL   \n",
+       "91879   2013     12   10    1304.0      119.0    1541.0      126.0      WN   \n",
+       "91886   2013     12   10    1318.0      108.0    1540.0      118.0      DL   \n",
+       "91887   2013     12   10    1322.0       82.0    1623.0      102.0      DL   \n",
+       "91888   2013     12   10    1323.0      194.0    1631.0      192.0      UA   \n",
+       "91891   2013     12   10    1328.0      263.0    1618.0      285.0      FL   \n",
+       "91893   2013     12   10    1330.0       90.0    1438.0       89.0      US   \n",
+       "91896   2013     12   10    1352.0       74.0    1616.0       96.0      9E   \n",
+       "91898   2013     12   10    1356.0      236.0    1533.0      230.0      EV   \n",
+       "91900   2013     12   10    1357.0      162.0    1636.0      170.0      UA   \n",
+       "91901   2013     12   10    1359.0      119.0    1706.0      125.0      DL   \n",
+       "91909   2013     12   10    1411.0      146.0    1547.0      152.0      WN   \n",
+       "91910   2013     12   10    1411.0       72.0    1732.0       91.0      UA   \n",
+       "91920   2013     12   10    1431.0       65.0    1806.0       98.0      B6   \n",
+       "91921   2013     12   10    1431.0       62.0    1757.0       87.0      UA   \n",
+       "91922   2013     12   10    1435.0       65.0    1810.0       96.0      B6   \n",
+       "91923   2013     12   10    1435.0       95.0    1611.0       92.0      UA   \n",
+       "91938   2013     12   10    1455.0       81.0    1650.0      132.0      EV   \n",
+       "91940   2013     12   10    1457.0      167.0    1620.0      176.0      9E   \n",
+       "91942   2013     12   10    1503.0      108.0    1709.0      139.0      AA   \n",
+       "91944   2013     12   10    1506.0       66.0    1646.0       97.0      B6   \n",
+       "91948   2013     12   10    1514.0       64.0    1814.0      118.0      B6   \n",
+       "91950   2013     12   10    1515.0       90.0    1805.0       85.0      UA   \n",
+       "91952   2013     12   10    1518.0      139.0    1839.0      154.0      UA   \n",
+       "91961   2013     12   10    1536.0       96.0    1828.0      102.0      B6   \n",
+       "91962   2013     12   10    1537.0      128.0    1657.0      137.0      B6   \n",
+       "91981   2013     12   10    1556.0      266.0    1753.0      266.0      EV   \n",
+       "91983   2013     12   10    1600.0       65.0    1847.0       71.0      B6   \n",
+       "91987   2013     12   10    1608.0       73.0    1808.0       73.0      MQ   \n",
+       "92000   2013     12   10    1622.0      102.0    1843.0      101.0      EV   \n",
+       "92001   2013     12   10    1623.0      263.0    1836.0      252.0      EV   \n",
+       "92004   2013     12   10    1625.0      107.0    2014.0      150.0      B6   \n",
+       "92013   2013     12   10    1632.0       62.0    2030.0       75.0      AA   \n",
+       "92018   2013     12   10    1633.0      118.0    1848.0      123.0      DL   \n",
+       "92023   2013     12   10    1640.0       70.0    1828.0       72.0      9E   \n",
+       "92024   2013     12   10    1640.0      131.0    2032.0      175.0      B6   \n",
+       "92026   2013     12   10    1640.0       91.0    1934.0      116.0      UA   \n",
+       "92027   2013     12   10    1641.0       61.0    2016.0       66.0      AA   \n",
+       "92028   2013     12   10    1641.0      131.0    1811.0      138.0      EV   \n",
+       "92031   2013     12   10    1643.0      103.0    1956.0      110.0      DL   \n",
+       "92035   2013     12   10    1649.0      189.0    2109.0      234.0      WN   \n",
+       "92047   2013     12   10    1703.0       83.0    1852.0       87.0      9E   \n",
+       "92050   2013     12   10    1707.0      112.0    1849.0      120.0      UA   \n",
+       "92055   2013     12   10    1711.0       96.0    2044.0      107.0      B6   \n",
+       "92064   2013     12   10    1723.0       79.0    1935.0       67.0      9E   \n",
+       "92066   2013     12   10    1725.0      115.0    1946.0      125.0      EV   \n",
+       "92070   2013     12   10    1731.0      122.0    2047.0      142.0      B6   \n",
+       "92073   2013     12   10    1732.0      153.0    2036.0      163.0      UA   \n",
+       "92074   2013     12   10    1738.0      113.0    2111.0      111.0      AA   \n",
+       "92079   2013     12   10    1744.0       89.0    1943.0       91.0      9E   \n",
+       "92084   2013     12   10    1751.0      169.0    2019.0      191.0      EV   \n",
+       "92085   2013     12   10    1753.0       84.0    2046.0       74.0      B6   \n",
+       "92088   2013     12   10    1758.0       78.0    1935.0       75.0      MQ   \n",
+       "92090   2013     12   10    1801.0      136.0    2027.0      137.0      MQ   \n",
+       "92097   2013     12   10    1808.0       76.0    1933.0       89.0      B6   \n",
+       "92107   2013     12   10    1821.0       71.0    2030.0       79.0      B6   \n",
+       "92109   2013     12   10    1821.0       66.0    2023.0       93.0      MQ   \n",
+       "92113   2013     12   10    1826.0       61.0    2035.0      110.0      AA   \n",
+       "92128   2013     12   10    1847.0      167.0    2013.0      152.0      UA   \n",
+       "92129   2013     12   10    1848.0       79.0    2220.0       69.0      UA   \n",
+       "92131   2013     12   10    1851.0       71.0    2005.0       65.0      B6   \n",
+       "92137   2013     12   10    1855.0      115.0    2032.0      112.0      WN   \n",
+       "92139   2013     12   10    1856.0      146.0    2037.0      157.0      B6   \n",
+       "92149   2013     12   10    1902.0       82.0    2231.0      123.0      UA   \n",
+       "92153   2013     12   10    1908.0       69.0    2214.0       65.0      DL   \n",
+       "92154   2013     12   10    1908.0       69.0    2228.0       65.0      UA   \n",
+       "92171   2013     12   10    1925.0       90.0    2252.0       94.0      DL   \n",
+       "92176   2013     12   10    1931.0       61.0    2225.0       61.0      B6   \n",
+       "92183   2013     12   10    1936.0       71.0    2253.0       93.0      B6   \n",
+       "92185   2013     12   10    1937.0      192.0    2133.0      219.0      9E   \n",
+       "92191   2013     12   10    1944.0      134.0    2140.0      146.0      B6   \n",
+       "92192   2013     12   10    1946.0      137.0    2232.0      152.0      F9   \n",
+       "92194   2013     12   10    1948.0       70.0    2327.0       73.0      UA   \n",
+       "92196   2013     12   10    1951.0      106.0    2146.0      111.0      WN   \n",
+       "92197   2013     12   10    1953.0      113.0    2252.0      110.0      UA   \n",
+       "92201   2013     12   10    1959.0       64.0       2.0       87.0      VX   \n",
+       "92202   2013     12   10    2001.0       61.0    2138.0       55.0      UA   \n",
+       "92220   2013     12   10    2027.0      122.0    2336.0      104.0      AS   \n",
+       "92221   2013     12   10    2027.0      197.0    2339.0      198.0      DL   \n",
+       "92233   2013     12   10    2050.0       80.0    2306.0       90.0      9E   \n",
+       "92234   2013     12   10    2055.0       83.0     151.0       83.0      B6   \n",
+       "92247   2013     12   10    2120.0       95.0    2350.0       86.0      EV   \n",
+       "92248   2013     12   10    2122.0      112.0     109.0      154.0      AA   \n",
+       "92250   2013     12   10    2124.0       84.0     118.0      113.0      VX   \n",
+       "92251   2013     12   10    2124.0      124.0    2247.0      112.0      WN   \n",
+       "92252   2013     12   10    2125.0      145.0    2304.0      127.0      EV   \n",
+       "92253   2013     12   10    2126.0       74.0      17.0       65.0      UA   \n",
+       "92261   2013     12   10    2143.0      101.0    2249.0       88.0      UA   \n",
+       "92264   2013     12   10    2152.0       67.0     146.0      107.0      B6   \n",
+       "92267   2013     12   10    2201.0       61.0      18.0       61.0      9E   \n",
+       "92269   2013     12   10    2210.0       70.0    2319.0       73.0      UA   \n",
+       "92270   2013     12   10    2212.0       66.0    2314.0       61.0      B6   \n",
+       "92274   2013     12   10    2228.0      209.0     113.0      203.0      B6   \n",
+       "92275   2013     12   10    2230.0      188.0     325.0      186.0      DL   \n",
+       "92276   2013     12   10    2234.0      100.0     117.0      131.0      EV   \n",
+       "92277   2013     12   10    2235.0       85.0      16.0       70.0      EV   \n",
+       "92279   2013     12   10    2238.0       69.0     126.0       87.0      EV   \n",
+       "92280   2013     12   10    2247.0      192.0     134.0      176.0      UA   \n",
+       "92281   2013     12   10    2257.0       88.0     144.0       94.0      B6   \n",
+       "92285   2013     12   10    2332.0      242.0     135.0      239.0      EV   \n",
+       "92286   2013     12   10    2333.0      149.0      46.0      145.0      EV   \n",
+       "92288   2013     12   10    2348.0      169.0     132.0      168.0      B6   \n",
+       "92638   2013     12   11     758.0       81.0     945.0       91.0      EV   \n",
+       "92726   2013     12   11     911.0       71.0    1113.0       79.0      9E   \n",
+       "92728   2013     12   11     916.0       65.0    1141.0       89.0      EV   \n",
+       "92852   2013     12   11    1156.0      231.0    1456.0      246.0      9E   \n",
+       "92867   2013     12   11    1210.0       70.0    1520.0       69.0      DL   \n",
+       "92898   2013     12   11    1255.0       76.0    1546.0       73.0      UA   \n",
+       "92921   2013     12   11    1320.0      128.0    1651.0      132.0      UA   \n",
+       "92934   2013     12   11    1333.0       88.0    1628.0       70.0      DL   \n",
+       "92955   2013     12   11    1358.0       94.0    1629.0      100.0      EV   \n",
+       "93005   2013     12   11    1453.0      114.0    1805.0      111.0      AA   \n",
+       "93008   2013     12   11    1453.0       64.0    1652.0       65.0      EV   \n",
+       "93041   2013     12   11    1522.0      113.0    1746.0      128.0      EV   \n",
+       "93066   2013     12   11    1544.0      154.0    1649.0      161.0      EV   \n",
+       "93109   2013     12   11    1625.0       75.0    1858.0       73.0      EV   \n",
+       "93115   2013     12   11    1629.0       90.0    1731.0       66.0      9E   \n",
+       "93173   2013     12   11    1720.0       80.0    1903.0       79.0      9E   \n",
+       "93199   2013     12   11    1742.0      147.0    1854.0      131.0      EV   \n",
+       "93203   2013     12   11    1750.0       80.0    2104.0       54.0      VX   \n",
+       "93214   2013     12   11    1759.0       89.0    2017.0      121.0      9E   \n",
+       "93235   2013     12   11    1820.0       75.0    2157.0      111.0      B6   \n",
+       "93259   2013     12   11    1841.0       71.0    2142.0       47.0      AA   \n",
+       "93266   2013     12   11    1847.0      111.0    2040.0      121.0      EV   \n",
+       "93282   2013     12   11    1857.0       88.0    2208.0       99.0      UA   \n",
+       "93293   2013     12   11    1915.0      231.0    2350.0      308.0      UA   \n",
+       "93314   2013     12   11    1928.0       83.0    2149.0      102.0      EV   \n",
+       "93316   2013     12   11    1931.0       94.0    2144.0      132.0      EV   \n",
+       "93353   2013     12   11    2020.0      100.0    2229.0       79.0      UA   \n",
+       "93370   2013     12   11    2049.0       79.0      13.0       98.0      AA   \n",
+       "93377   2013     12   11    2055.0       85.0    2324.0      103.0      EV   \n",
+       "93379   2013     12   11    2055.0      127.0    2219.0      134.0      EV   \n",
+       "93380   2013     12   11    2055.0      120.0    2302.0      123.0      US   \n",
+       "93387   2013     12   11    2059.0       84.0    2313.0       83.0      EV   \n",
+       "93391   2013     12   11    2104.0      179.0    2355.0      152.0      UA   \n",
+       "93399   2013     12   11    2114.0      134.0    2323.0      118.0      9E   \n",
+       "93405   2013     12   11    2132.0       83.0      34.0       99.0      EV   \n",
+       "93412   2013     12   11    2144.0       89.0    2251.0       85.0      B6   \n",
+       "93450   2013     12   12      44.0      135.0     135.0      136.0      UA   \n",
+       "93646   2013     12   12     833.0       63.0    1138.0       80.0      UA   \n",
+       "93653   2013     12   12     837.0       68.0    1159.0       74.0      UA   \n",
+       "93785   2013     12   12    1117.0       72.0    1324.0       72.0      US   \n",
+       "93800   2013     12   12    1134.0      214.0    1305.0      191.0      9E   \n",
+       "93801   2013     12   12    1136.0       96.0    1306.0       83.0      EV   \n",
+       "93809   2013     12   12    1146.0       91.0    1452.0       75.0      9E   \n",
+       "93886   2013     12   12    1308.0      179.0    1555.0      156.0      UA   \n",
+       "93901   2013     12   12    1333.0      148.0    1451.0      136.0      EV   \n",
+       "93935   2013     12   12    1420.0      170.0    1602.0      155.0      EV   \n",
+       "93944   2013     12   12    1429.0       79.0    1715.0       69.0      B6   \n",
+       "93957   2013     12   12    1441.0       86.0    1812.0       75.0      US   \n",
+       "94027   2013     12   12    1539.0       78.0    1701.0       83.0      EV   \n",
+       "94039   2013     12   12    1549.0      124.0    1747.0      138.0      EV   \n",
+       "94066   2013     12   12    1609.0       70.0    1721.0       46.0      9E   \n",
+       "94068   2013     12   12    1611.0       71.0    1840.0       70.0      MQ   \n",
+       "94103   2013     12   12    1648.0       78.0    1850.0       69.0      EV   \n",
+       "94146   2013     12   12    1719.0      259.0    1942.0      254.0      DL   \n",
+       "94151   2013     12   12    1724.0       99.0    2030.0       70.0      AA   \n",
+       "94154   2013     12   12    1724.0       99.0    1949.0       94.0      WN   \n",
+       "94165   2013     12   12    1733.0       64.0    2028.0       56.0      B6   \n",
+       "94233   2013     12   12    1847.0       78.0    2242.0       91.0      UA   \n",
+       "94238   2013     12   12    1850.0       65.0    2205.0       40.0      AA   \n",
+       "94242   2013     12   12    1853.0       73.0    2215.0       57.0      B6   \n",
+       "94271   2013     12   12    1922.0       78.0    2312.0      107.0      UA   \n",
+       "94295   2013     12   12    1936.0      206.0    2328.0      242.0      UA   \n",
+       "94352   2013     12   12    2047.0      137.0    2346.0      128.0      B6   \n",
+       "94358   2013     12   12    2053.0       78.0    2351.0       73.0      UA   \n",
+       "94374   2013     12   12    2116.0       74.0    2250.0       89.0      UA   \n",
+       "94384   2013     12   12    2135.0       65.0     152.0        NaN      MQ   \n",
+       "94393   2013     12   12    2201.0       66.0      20.0       48.0      B6   \n",
+       "94402   2013     12   12    2238.0       99.0      48.0       94.0      MQ   \n",
+       "94403   2013     12   12    2249.0       73.0      17.0       78.0      B6   \n",
+       "94408   2013     12   12    2341.0       86.0      42.0       77.0      EV   \n",
+       "94409   2013     12   12    2356.0       71.0     107.0       74.0      B6   \n",
+       "94416   2013     12   13     120.0      201.0     218.0      191.0      9E   \n",
+       "94574   2013     12   13     758.0      118.0    1004.0      114.0      EV   \n",
+       "94656   2013     12   13     900.0       75.0    1146.0       63.0      B6   \n",
+       "94664   2013     12   13     908.0      187.0    1037.0      201.0      EV   \n",
+       "94665   2013     12   13     909.0       69.0    1056.0       62.0      9E   \n",
+       "94718   2013     12   13    1013.0      104.0    1211.0      103.0      B6   \n",
+       "94765   2013     12   13    1124.0       78.0    1240.0       75.0      EV   \n",
+       "94800   2013     12   13    1209.0       82.0    1354.0       69.0      EV   \n",
+       "94821   2013     12   13    1239.0      164.0    1411.0      171.0      EV   \n",
+       "94856   2013     12   13    1308.0       78.0    1439.0       74.0      WN   \n",
+       "94857   2013     12   13    1310.0       70.0    1414.0       59.0      MQ   \n",
+       "94877   2013     12   13    1338.0       75.0    1457.0       66.0      EV   \n",
+       "94900   2013     12   13    1359.0      174.0    1525.0      163.0      EV   \n",
+       "94919   2013     12   13    1435.0      111.0    1625.0       99.0      9E   \n",
+       "95021   2013     12   13    1555.0       65.0    1857.0       55.0      B6   \n",
+       "95136   2013     12   13    1734.0       98.0    2035.0       81.0      B6   \n",
+       "95142   2013     12   13    1741.0      271.0    2048.0      282.0      B6   \n",
+       "95149   2013     12   13    1746.0       62.0    2025.0       68.0      EV   \n",
+       "95151   2013     12   13    1747.0       62.0    2023.0       57.0      DL   \n",
+       "95183   2013     12   13    1820.0      103.0    1942.0      102.0      YV   \n",
+       "95242   2013     12   13    1914.0       74.0    2218.0       76.0      UA   \n",
+       "95272   2013     12   13    1948.0       78.0    2143.0       57.0      EV   \n",
+       "95320   2013     12   13    2042.0      237.0    2312.0      239.0      DL   \n",
+       "95321   2013     12   13    2043.0       73.0    2302.0       65.0      DL   \n",
+       "95358   2013     12   13    2151.0       82.0     126.0      102.0      UA   \n",
+       "95364   2013     12   13    2159.0       81.0    2400.0       61.0      9E   \n",
+       "95368   2013     12   13    2217.0      118.0     104.0       79.0      UA   \n",
+       "95387   2013     12   14      11.0      281.0     131.0      280.0      9E   \n",
+       "95389   2013     12   14      28.0      307.0     408.0      322.0      B6   \n",
+       "95390   2013     12   14      28.0      172.0     204.0      185.0      B6   \n",
+       "95391   2013     12   14      35.0      220.0     340.0      248.0      B6   \n",
+       "95457   2013     12   14     720.0       65.0     916.0       58.0      US   \n",
+       "95470   2013     12   14     732.0       67.0     906.0       71.0      WN   \n",
+       "95530   2013     12   14     830.0      825.0    1210.0      856.0      DL   \n",
+       "95581   2013     12   14     929.0       66.0    1220.0      108.0      EV   \n",
+       "95604   2013     12   14    1006.0       73.0    1345.0       95.0      UA   \n",
+       "95649   2013     12   14    1120.0      105.0    1542.0      166.0      DL   \n",
+       "95650   2013     12   14    1123.0       65.0    1247.0       69.0      EV   \n",
+       "95720   2013     12   14    1340.0       95.0    1612.0      102.0      WN   \n",
+       "95725   2013     12   14    1346.0      124.0    1625.0      135.0      FL   \n",
+       "95727   2013     12   14    1353.0       98.0    1733.0      128.0      WN   \n",
+       "95738   2013     12   14    1406.0       77.0    1726.0       72.0      UA   \n",
+       "95743   2013     12   14    1420.0      290.0    2012.0      285.0      UA   \n",
+       "95746   2013     12   14    1425.0      360.0    1604.0      386.0      9E   \n",
+       "95785   2013     12   14    1538.0      113.0    1856.0      136.0      UA   \n",
+       "95792   2013     12   14    1550.0      170.0    1845.0      187.0      DL   \n",
+       "95794   2013     12   14    1552.0       64.0    1901.0       66.0      UA   \n",
+       "95799   2013     12   14    1557.0       62.0    1744.0       79.0      MQ   \n",
+       "95807   2013     12   14    1612.0       77.0    2008.0      123.0      AA   \n",
+       "95808   2013     12   14    1614.0      174.0    1749.0      176.0      FL   \n",
+       "95809   2013     12   14    1618.0       94.0    1819.0      134.0      B6   \n",
+       "95812   2013     12   14    1623.0       73.0    2024.0       99.0      AA   \n",
+       "95822   2013     12   14    1646.0      126.0    2017.0      183.0      9E   \n",
+       "95824   2013     12   14    1653.0      113.0    2023.0      163.0      DL   \n",
+       "95832   2013     12   14    1703.0       83.0    1902.0      107.0      UA   \n",
+       "95836   2013     12   14    1713.0       73.0    1852.0       87.0      WN   \n",
+       "95839   2013     12   14    1721.0       93.0    2025.0      129.0      FL   \n",
+       "95847   2013     12   14    1731.0      156.0    2019.0      204.0      MQ   \n",
+       "95849   2013     12   14    1736.0      178.0    2143.0      239.0      B6   \n",
+       "95852   2013     12   14    1747.0       78.0    2121.0      109.0      B6   \n",
+       "95853   2013     12   14    1747.0      137.0    2109.0      134.0      DL   \n",
+       "95854   2013     12   14    1751.0       81.0    2022.0      100.0      DL   \n",
+       "95856   2013     12   14    1755.0      181.0    2002.0      229.0      9E   \n",
+       "95867   2013     12   14    1826.0      171.0    2236.0      219.0      B6   \n",
+       "95869   2013     12   14    1826.0       76.0    2050.0      100.0      MQ   \n",
+       "95870   2013     12   14    1827.0      143.0    2047.0      140.0      9E   \n",
+       "95871   2013     12   14    1827.0      117.0    2324.0      114.0      AA   \n",
+       "95872   2013     12   14    1829.0      114.0    1959.0       94.0      AA   \n",
+       "95874   2013     12   14    1835.0       90.0    2108.0      119.0      US   \n",
+       "95875   2013     12   14    1838.0      208.0    2148.0      298.0      9E   \n",
+       "95877   2013     12   14    1844.0      134.0    2044.0      164.0      B6   \n",
+       "95878   2013     12   14    1847.0      197.0    2109.0      235.0      9E   \n",
+       "95881   2013     12   14    1850.0      231.0       NaN        NaN      9E   \n",
+       "95885   2013     12   14    1901.0      131.0    2046.0      159.0      B6   \n",
+       "95888   2013     12   14    1902.0       62.0    2215.0       94.0      DL   \n",
+       "95889   2013     12   14    1905.0      145.0    2204.0      224.0      MQ   \n",
+       "95890   2013     12   14    1906.0      166.0    2224.0      170.0      B6   \n",
+       "95894   2013     12   14    1914.0      204.0    2201.0      274.0      9E   \n",
+       "95895   2013     12   14    1914.0       89.0    2123.0      123.0      WN   \n",
+       "95896   2013     12   14    1919.0      204.0       NaN        NaN      9E   \n",
+       "95897   2013     12   14    1920.0      125.0       NaN        NaN      MQ   \n",
+       "95899   2013     12   14    1928.0      118.0    2342.0      167.0      AA   \n",
+       "95900   2013     12   14    1930.0      121.0    2231.0      151.0      F9   \n",
+       "95905   2013     12   14    1944.0       89.0       1.0      183.0      DL   \n",
+       "95907   2013     12   14    1954.0      219.0       NaN        NaN      9E   \n",
+       "95911   2013     12   14    2014.0      104.0     101.0      203.0      B6   \n",
+       "95914   2013     12   14    2030.0       65.0       3.0       78.0      AA   \n",
+       "95916   2013     12   14    2035.0      125.0     132.0      223.0      DL   \n",
+       "95919   2013     12   14    2047.0       77.0      21.0      186.0      MQ   \n",
+       "95920   2013     12   14    2051.0      121.0     118.0      178.0      AA   \n",
+       "95921   2013     12   14    2056.0      151.0    2351.0      119.0      AS   \n",
+       "95925   2013     12   14    2132.0       67.0      53.0      118.0      DL   \n",
+       "95926   2013     12   14    2142.0       87.0     143.0      120.0      DL   \n",
+       "95928   2013     12   14    2147.0      190.0      19.0      250.0      B6   \n",
+       "95929   2013     12   14    2149.0      199.0     129.0      278.0      9E   \n",
+       "95930   2013     12   14    2149.0      137.0     329.0      181.0      B6   \n",
+       "95934   2013     12   14    2213.0      128.0     206.0      190.0      B6   \n",
+       "95937   2013     12   14    2223.0      142.0     133.0      149.0      B6   \n",
+       "95938   2013     12   14    2244.0      124.0     215.0      136.0      B6   \n",
+       "95939   2013     12   14    2255.0      260.0     213.0      319.0      9E   \n",
+       "95940   2013     12   14    2306.0      231.0     221.0      248.0      DL   \n",
+       "95941   2013     12   14    2308.0      248.0     322.0      292.0      DL   \n",
+       "95942   2013     12   14    2311.0      130.0     237.0      171.0      B6   \n",
+       "95943   2013     12   14    2313.0      143.0    1003.0        NaN      DL   \n",
+       "95944   2013     12   14    2316.0      175.0     256.0      179.0      B6   \n",
+       "95947   2013     12   14    2339.0      214.0     326.0      256.0      B6   \n",
+       "95949   2013     12   14    2350.0      171.0     136.0      172.0      B6   \n",
+       "95950   2013     12   14    2352.0      197.0     114.0      193.0      9E   \n",
+       "95951   2013     12   14    2359.0       90.0     136.0      105.0      B6   \n",
+       "96078   2013     12   15      39.0      114.0     145.0      112.0      B6   \n",
+       "96093   2013     12   15     625.0      660.0     933.0      648.0      AA   \n",
+       "96189   2013     12   15     857.0       80.0    1049.0       88.0      B6   \n",
+       "96199   2013     12   15     908.0       78.0    1405.0       70.0      AA   \n",
+       "96212   2013     12   15     923.0       83.0    1045.0       95.0      AA   \n",
+       "96213   2013     12   15     924.0       99.0    1105.0       92.0      9E   \n",
+       "96216   2013     12   15     925.0       74.0    1259.0      113.0      B6   \n",
+       "96219   2013     12   15     926.0       71.0    1301.0       86.0      DL   \n",
+       "96224   2013     12   15     934.0       74.0    1059.0       79.0      MQ   \n",
+       "96230   2013     12   15     943.0      193.0    1241.0      186.0      UA   \n",
+       "96231   2013     12   15     944.0       70.0    1225.0       93.0      9E   \n",
+       "96249   2013     12   15    1007.0       73.0    1335.0       88.0      UA   \n",
+       "96256   2013     12   15    1014.0       85.0    1321.0       71.0      B6   \n",
+       "96277   2013     12   15    1046.0      106.0    1411.0      125.0      B6   \n",
+       "96284   2013     12   15    1052.0       82.0    1608.0       41.0      UA   \n",
+       "96301   2013     12   15    1127.0       62.0    1408.0       28.0      AA   \n",
+       "96313   2013     12   15    1151.0       71.0    1315.0       76.0      B6   \n",
+       "96333   2013     12   15    1212.0       61.0    1337.0       52.0      EV   \n",
+       "96357   2013     12   15    1256.0       69.0    1559.0       62.0      B6   \n",
+       "96391   2013     12   15    1329.0       64.0    1649.0       74.0      AA   \n",
+       "96394   2013     12   15    1339.0       99.0    1442.0       94.0      B6   \n",
+       "96401   2013     12   15    1344.0      104.0    1447.0      103.0      B6   \n",
+       "96402   2013     12   15    1345.0       76.0    1506.0       81.0      B6   \n",
+       "96427   2013     12   15    1415.0       61.0    1736.0       67.0      B6   \n",
+       "96432   2013     12   15    1422.0      132.0    1617.0      126.0      EV   \n",
+       "96437   2013     12   15    1427.0      101.0    1741.0      123.0      B6   \n",
+       "96453   2013     12   15    1449.0       80.0    1548.0       75.0      EV   \n",
+       "96481   2013     12   15    1509.0      139.0    1613.0      143.0      AA   \n",
+       "96487   2013     12   15    1517.0       77.0    1754.0       74.0      9E   \n",
+       "96491   2013     12   15    1520.0       80.0    1626.0       77.0      B6   \n",
+       "96497   2013     12   15    1525.0      116.0    1626.0      106.0      B6   \n",
+       "96524   2013     12   15    1550.0       69.0    1733.0       62.0      EV   \n",
+       "96526   2013     12   15    1553.0       67.0    1914.0       81.0      B6   \n",
+       "96550   2013     12   15    1621.0      103.0    1928.0      104.0      B6   \n",
+       "96553   2013     12   15    1622.0       62.0    1838.0       98.0      MQ   \n",
+       "96554   2013     12   15    1625.0       86.0    1735.0       70.0      9E   \n",
+       "96563   2013     12   15    1628.0       93.0    1844.0      109.0      MQ   \n",
+       "96564   2013     12   15    1629.0       74.0    1824.0       64.0      MQ   \n",
+       "96579   2013     12   15    1638.0      103.0    1833.0      103.0      MQ   \n",
+       "96586   2013     12   15    1647.0       92.0    1958.0       80.0      DL   \n",
+       "96590   2013     12   15    1653.0       68.0    2004.0       44.0      AA   \n",
+       "96633   2013     12   15    1726.0      156.0    2053.0      171.0      B6   \n",
+       "96653   2013     12   15    1750.0       80.0    1917.0       77.0      B6   \n",
+       "96658   2013     12   15    1755.0      105.0    2116.0      110.0      UA   \n",
+       "96667   2013     12   15    1801.0       91.0    2253.0       83.0      AA   \n",
+       "96675   2013     12   15    1814.0       74.0    2021.0       68.0      9E   \n",
+       "96681   2013     12   15    1817.0      192.0    2049.0      218.0      EV   \n",
+       "96690   2013     12   15    1826.0      196.0    2137.0      172.0      AA   \n",
+       "96695   2013     12   15    1827.0       95.0    2017.0      133.0      B6   \n",
+       "96699   2013     12   15    1831.0      122.0    2142.0      130.0      B6   \n",
+       "96707   2013     12   15    1833.0      223.0    2032.0      223.0      US   \n",
+       "96712   2013     12   15    1839.0      134.0    2212.0      149.0      DL   \n",
+       "96720   2013     12   15    1848.0       78.0    2025.0       99.0      B6   \n",
+       "96734   2013     12   15    1859.0       79.0    2137.0       69.0      UA   \n",
+       "96737   2013     12   15    1902.0       92.0    2027.0       73.0      B6   \n",
+       "96746   2013     12   15    1915.0       95.0    2126.0       94.0      EV   \n",
+       "96751   2013     12   15    1926.0      121.0    2027.0      102.0      AA   \n",
+       "96767   2013     12   15    1936.0       66.0    2132.0       46.0      EV   \n",
+       "96768   2013     12   15    1937.0      102.0    2229.0      100.0      B6   \n",
+       "96783   2013     12   15    1955.0       85.0    2248.0       84.0      B6   \n",
+       "96789   2013     12   15    1959.0       94.0    2258.0       98.0      B6   \n",
+       "96791   2013     12   15    2002.0       85.0    2126.0       77.0      B6   \n",
+       "96797   2013     12   15    2011.0       71.0    2125.0       28.0      EV   \n",
+       "96799   2013     12   15    2017.0       77.0    2133.0       58.0      UA   \n",
+       "96800   2013     12   15    2018.0       90.0    2134.0       89.0      EV   \n",
+       "96808   2013     12   15    2026.0      176.0    2342.0      167.0      AA   \n",
+       "96815   2013     12   15    2037.0      107.0    2350.0       90.0      AA   \n",
+       "96820   2013     12   15    2044.0       74.0    2239.0       84.0      MQ   \n",
+       "96828   2013     12   15    2059.0      194.0      41.0      196.0      AA   \n",
+       "96842   2013     12   15    2113.0       88.0    2250.0       80.0      MQ   \n",
+       "96845   2013     12   15    2118.0      106.0      35.0       90.0      B6   \n",
+       "96854   2013     12   15    2139.0       94.0      37.0      101.0      B6   \n",
+       "96855   2013     12   15    2140.0       99.0      24.0       80.0      B6   \n",
+       "96860   2013     12   15    2149.0      134.0      41.0      123.0      UA   \n",
+       "96865   2013     12   15    2155.0       70.0      56.0       57.0      B6   \n",
+       "96872   2013     12   15    2220.0      111.0    2358.0      107.0      UA   \n",
+       "96876   2013     12   15    2238.0       99.0       7.0       83.0      B6   \n",
+       "96881   2013     12   15    2251.0      131.0     153.0      114.0      B6   \n",
+       "96883   2013     12   15    2256.0      204.0     402.0      214.0      B6   \n",
+       "96884   2013     12   15    2258.0      157.0     228.0      151.0      B6   \n",
+       "96885   2013     12   15    2258.0      118.0      19.0      100.0      EV   \n",
+       "96886   2013     12   15    2302.0      116.0       5.0      112.0      B6   \n",
+       "96887   2013     12   15    2304.0       79.0     213.0      100.0      B6   \n",
+       "96888   2013     12   15    2311.0      221.0      15.0      208.0      EV   \n",
+       "96889   2013     12   15    2324.0      199.0     242.0      212.0      B6   \n",
+       "96891   2013     12   15    2336.0      336.0     153.0      307.0      DL   \n",
+       "96892   2013     12   15    2340.0      165.0     226.0      174.0      B6   \n",
+       "96893   2013     12   15    2344.0      209.0      45.0      199.0      B6   \n",
+       "96895   2013     12   15    2359.0       64.0     123.0       87.0      B6   \n",
+       "96958   2013     12   16       2.0       72.0     111.0       75.0      B6   \n",
+       "96960   2013     12   16      20.0       85.0     119.0       83.0      B6   \n",
+       "97060   2013     12   16     719.0       74.0     824.0       60.0      EV   \n",
+       "97138   2013     12   16     820.0      140.0     932.0      135.0      EV   \n",
+       "97247   2013     12   16    1003.0       73.0    1337.0       69.0      B6   \n",
+       "97269   2013     12   16    1026.0       86.0    1331.0       85.0      B6   \n",
+       "97295   2013     12   16    1102.0       62.0    1337.0       55.0      DL   \n",
+       "97307   2013     12   16    1127.0       62.0    1220.0       53.0      B6   \n",
+       "97324   2013     12   16    1150.0      170.0    1458.0      158.0      AA   \n",
+       "97355   2013     12   16    1222.0       72.0    1329.0       66.0      EV   \n",
+       "97392   2013     12   16    1259.0      152.0    1430.0      154.0      EV   \n",
+       "97401   2013     12   16    1308.0      128.0    1416.0      126.0      MQ   \n",
+       "97415   2013     12   16    1337.0      157.0    1530.0      152.0      DL   \n",
+       "97440   2013     12   16    1407.0       81.0    1651.0       73.0      B6   \n",
+       "97470   2013     12   16    1446.0      231.0       NaN        NaN      MQ   \n",
+       "97478   2013     12   16    1453.0      137.0    1644.0      131.0      EV   \n",
+       "97505   2013     12   16    1512.0      106.0    1711.0      107.0      EV   \n",
+       "97508   2013     12   16    1514.0      124.0    1823.0      137.0      B6   \n",
+       "97539   2013     12   16    1542.0       67.0    1758.0       73.0      DL   \n",
+       "97547   2013     12   16    1550.0      145.0    1719.0      145.0      EV   \n",
+       "97564   2013     12   16    1600.0       75.0    1707.0       62.0      EV   \n",
+       "97569   2013     12   16    1608.0       62.0    1811.0       62.0      EV   \n",
+       "97590   2013     12   16    1629.0      284.0    1817.0      302.0      WN   \n",
+       "97598   2013     12   16    1636.0      127.0    1958.0      141.0      B6   \n",
+       "97641   2013     12   16    1711.0      136.0    1826.0      121.0      MQ   \n",
+       "97645   2013     12   16    1717.0       62.0    1853.0       41.0      9E   \n",
+       "97659   2013     12   16    1725.0      100.0    2023.0       78.0      WN   \n",
+       "97660   2013     12   16    1727.0       87.0    1934.0       68.0      9E   \n",
+       "97666   2013     12   16    1733.0      113.0    1847.0       82.0      9E   \n",
+       "97676   2013     12   16    1745.0       61.0    2029.0       72.0      EV   \n",
+       "97679   2013     12   16    1747.0      242.0    2055.0      230.0      AA   \n",
+       "97699   2013     12   16    1804.0       74.0    2020.0       60.0      WN   \n",
+       "97701   2013     12   16    1807.0       98.0    2108.0       96.0      B6   \n",
+       "97712   2013     12   16    1816.0       89.0    2024.0       95.0      DL   \n",
+       "97724   2013     12   16    1831.0       66.0    1948.0       63.0      AA   \n",
+       "97748   2013     12   16    1856.0      167.0    2005.0      169.0      EV   \n",
+       "97772   2013     12   16    1924.0       85.0    2257.0      108.0      DL   \n",
+       "97782   2013     12   16    1928.0      138.0    2233.0      132.0      DL   \n",
+       "97789   2013     12   16    1931.0       91.0    2224.0       82.0      UA   \n",
+       "97795   2013     12   16    1934.0       74.0    2249.0       64.0      AA   \n",
+       "97800   2013     12   16    1940.0       63.0    2111.0       62.0      B6   \n",
+       "97810   2013     12   16    1949.0       79.0    2132.0       46.0      EV   \n",
+       "97822   2013     12   16    2003.0       83.0    2316.0       75.0      DL   \n",
+       "97824   2013     12   16    2009.0       70.0    2228.0       49.0      DL   \n",
+       "97832   2013     12   16    2016.0      107.0    2208.0       84.0      EV   \n",
+       "97836   2013     12   16    2027.0      189.0    2209.0      181.0      EV   \n",
+       "97840   2013     12   16    2029.0      120.0    2154.0      101.0      EV   \n",
+       "97881   2013     12   16    2115.0      105.0    2309.0      114.0      MQ   \n",
+       "97882   2013     12   16    2117.0      107.0    2310.0       75.0      9E   \n",
+       "97887   2013     12   16    2126.0      116.0       6.0       90.0      DL   \n",
+       "97892   2013     12   16    2133.0       64.0    2349.0       58.0      EV   \n",
+       "97897   2013     12   16    2150.0      305.0     105.0      295.0      AA   \n",
+       "97913   2013     12   16    2308.0       93.0     240.0      105.0      AA   \n",
+       "97922   2013     12   17       8.0      129.0     155.0      153.0      EV   \n",
+       "97923   2013     12   17      10.0      280.0     313.0      275.0      B6   \n",
+       "97924   2013     12   17      12.0      392.0     135.0      395.0      B6   \n",
+       "97925   2013     12   17      14.0      164.0     313.0      175.0      B6   \n",
+       "97926   2013     12   17      14.0       84.0     122.0       86.0      B6   \n",
+       "97927   2013     12   17      29.0      214.0     303.0      211.0      B6   \n",
+       "97928   2013     12   17      36.0      166.0     212.0      181.0      EV   \n",
+       "97929   2013     12   17      38.0      108.0     206.0      118.0      B6   \n",
+       "97930   2013     12   17      38.0      243.0     140.0      210.0      WN   \n",
+       "97933   2013     12   17      52.0      157.0     152.0      147.0      EV   \n",
+       "97934   2013     12   17     353.0      503.0     500.0      493.0      EV   \n",
+       "98014   2013     12   17     705.0      845.0    1026.0      846.0      AA   \n",
+       "98051   2013     12   17     746.0       91.0    1013.0      115.0      US   \n",
+       "98080   2013     12   17     808.0       73.0    1038.0       77.0      UA   \n",
+       "98109   2013     12   17     841.0       71.0    1131.0       73.0      UA   \n",
+       "98117   2013     12   17     847.0       62.0    1215.0       95.0      MQ   \n",
+       "98122   2013     12   17     853.0      114.0    1221.0      156.0      DL   \n",
+       "98158   2013     12   17     928.0       82.0    1209.0       94.0      UA   \n",
+       "98159   2013     12   17     929.0       64.0    1136.0       91.0      MQ   \n",
+       "98163   2013     12   17     938.0       98.0    1202.0      112.0      9E   \n",
+       "98168   2013     12   17     948.0       88.0    1137.0      117.0      MQ   \n",
+       "98186   2013     12   17    1008.0       96.0    1320.0      111.0      B6   \n",
+       "98188   2013     12   17    1010.0       90.0    1313.0      118.0      MQ   \n",
+       "98215   2013     12   17    1038.0      128.0    1305.0      155.0      MQ   \n",
+       "98227   2013     12   17    1059.0       69.0    1233.0       78.0      WN   \n",
+       "98231   2013     12   17    1107.0      307.0    1415.0      329.0      B6   \n",
+       "98235   2013     12   17    1114.0       89.0    1305.0      102.0      9E   \n",
+       "98247   2013     12   17    1138.0      233.0    1437.0      262.0      DL   \n",
+       "98251   2013     12   17    1144.0      128.0    1304.0      132.0      B6   \n",
+       "98269   2013     12   17    1210.0       70.0    1425.0      131.0      US   \n",
+       "98294   2013     12   17    1302.0      187.0    1627.0      237.0      MQ   \n",
+       "98296   2013     12   17    1303.0      213.0    1824.0      177.0      UA   \n",
+       "98301   2013     12   17    1312.0       72.0    1512.0      128.0      B6   \n",
+       "98308   2013     12   17    1320.0       75.0    1512.0       82.0      MQ   \n",
+       "98317   2013     12   17    1336.0      121.0    1557.0      147.0      MQ   \n",
+       "98329   2013     12   17    1353.0       68.0    1607.0       92.0      WN   \n",
+       "98331   2013     12   17    1401.0       62.0    1643.0      102.0      US   \n",
+       "98336   2013     12   17    1405.0       79.0    1750.0      132.0      B6   \n",
+       "98339   2013     12   17    1410.0       70.0    1535.0       85.0      US   \n",
+       "98341   2013     12   17    1411.0      131.0    1547.0      152.0      MQ   \n",
+       "98345   2013     12   17    1415.0       88.0    1551.0      120.0      B6   \n",
+       "98350   2013     12   17    1424.0       64.0    1726.0      126.0      MQ   \n",
+       "98351   2013     12   17    1425.0       95.0    1547.0       92.0      WN   \n",
+       "98354   2013     12   17    1432.0       62.0    1821.0      107.0      B6   \n",
+       "98356   2013     12   17    1438.0      108.0    1612.0      142.0      AA   \n",
+       "98357   2013     12   17    1439.0       85.0    1841.0      132.0      B6   \n",
+       "98363   2013     12   17    1449.0      109.0    1632.0      139.0      US   \n",
+       "98365   2013     12   17    1451.0       61.0    1823.0       78.0      AA   \n",
+       "98372   2013     12   17    1458.0       78.0    1917.0      122.0      WN   \n",
+       "98383   2013     12   17    1509.0       69.0    1724.0      135.0      B6   \n",
+       "98388   2013     12   17    1512.0       77.0    1711.0      135.0      UA   \n",
+       "98395   2013     12   17    1521.0      126.0    1704.0      139.0      WN   \n",
+       "98397   2013     12   17    1522.0       87.0    1701.0       96.0      WN   \n",
+       "98407   2013     12   17    1534.0      149.0    1803.0      166.0      EV   \n",
+       "98427   2013     12   17    1556.0       97.0    1956.0      162.0      B6   \n",
+       "98429   2013     12   17    1557.0       92.0    1813.0      108.0      MQ   \n",
+       "98436   2013     12   17    1605.0      140.0    1749.0      140.0      EV   \n",
+       "98439   2013     12   17    1608.0       98.0    1811.0      138.0      EV   \n",
+       "98442   2013     12   17    1610.0       75.0    1919.0       74.0      AA   \n",
+       "98443   2013     12   17    1611.0       81.0    2018.0      136.0      B6   \n",
+       "98444   2013     12   17    1611.0       76.0    1714.0       49.0      MQ   \n",
+       "98449   2013     12   17    1617.0       97.0    1931.0      149.0      EV   \n",
+       "98455   2013     12   17    1621.0      112.0    1853.0      118.0      B6   \n",
+       "98466   2013     12   17    1635.0       95.0    2033.0      147.0      DL   \n",
+       "98467   2013     12   17    1636.0       66.0    1914.0      118.0      9E   \n",
+       "98468   2013     12   17    1637.0       67.0    1936.0       67.0      B6   \n",
+       "98469   2013     12   17    1638.0       99.0    1926.0       90.0      DL   \n",
+       "98475   2013     12   17    1650.0       70.0    1955.0       45.0      AA   \n",
+       "98479   2013     12   17    1655.0      115.0    1838.0      147.0      US   \n",
+       "98483   2013     12   17    1657.0       72.0    2039.0       79.0      AA   \n",
+       "98492   2013     12   17    1707.0      128.0       NaN        NaN      9E   \n",
+       "98495   2013     12   17    1711.0      166.0    1953.0      180.0      FL   \n",
+       "98496   2013     12   17    1711.0       86.0    1951.0      101.0      MQ   \n",
+       "98497   2013     12   17    1714.0      119.0    1909.0      146.0      EV   \n",
+       "98498   2013     12   17    1714.0      109.0    1912.0      112.0      MQ   \n",
+       "98514   2013     12   17    1728.0       96.0    2032.0       65.0      DL   \n",
+       "98518   2013     12   17    1730.0      115.0    1846.0      110.0      US   \n",
+       "98519   2013     12   17    1733.0       63.0    2218.0      128.0      VX   \n",
+       "98522   2013     12   17    1735.0       75.0    2025.0      105.0      DL   \n",
+       "98528   2013     12   17    1743.0      107.0    2121.0      127.0      B6   \n",
+       "98535   2013     12   17    1808.0      113.0    1950.0      110.0      MQ   \n",
+       "98536   2013     12   17    1812.0       65.0    2126.0      134.0      EV   \n",
+       "98538   2013     12   17    1813.0      163.0    2039.0      161.0      DL   \n",
+       "98545   2013     12   17    1822.0       67.0    2110.0       50.0      DL   \n",
+       "98547   2013     12   17    1824.0      114.0    2053.0      157.0      9E   \n",
+       "98548   2013     12   17    1824.0       94.0    2114.0       69.0      AA   \n",
+       "98549   2013     12   17    1824.0       84.0    1947.0       65.0      UA   \n",
+       "98551   2013     12   17    1825.0       85.0    2138.0       73.0      AA   \n",
+       "98552   2013     12   17    1825.0       98.0    2033.0      104.0      DL   \n",
+       "98555   2013     12   17    1827.0       82.0    2203.0      117.0      B6   \n",
+       "98558   2013     12   17    1828.0      133.0    2036.0      122.0      EV   \n",
+       "98562   2013     12   17    1834.0       94.0    2206.0      138.0      DL   \n",
+       "98564   2013     12   17    1834.0      122.0    2052.0      118.0      EV   \n",
+       "98567   2013     12   17    1837.0       77.0    2151.0       88.0      UA   \n",
+       "98569   2013     12   17    1838.0       98.0    2027.0       91.0      US   \n",
+       "98570   2013     12   17    1839.0      114.0    2004.0      109.0      WN   \n",
+       "98571   2013     12   17    1839.0      159.0    1951.0      141.0      MQ   \n",
+       "98572   2013     12   17    1841.0       72.0    2119.0       70.0      DL   \n",
+       "98573   2013     12   17    1842.0       73.0    2121.0       86.0      FL   \n",
+       "98575   2013     12   17    1843.0      199.0    2100.0      251.0      EV   \n",
+       "98576   2013     12   17    1844.0      165.0    2047.0      146.0      EV   \n",
+       "98577   2013     12   17    1844.0       75.0    2105.0       65.0      F9   \n",
+       "98583   2013     12   17    1854.0      174.0    2149.0      162.0      B6   \n",
+       "98587   2013     12   17    1857.0      132.0    2116.0      123.0      DL   \n",
+       "98589   2013     12   17    1900.0      195.0    2146.0      161.0      WN   \n",
+       "98590   2013     12   17    1902.0      122.0    2047.0      152.0      US   \n",
+       "98594   2013     12   17    1906.0       61.0    2251.0       86.0      UA   \n",
+       "98595   2013     12   17    1909.0       99.0    2203.0       73.0      AA   \n",
+       "98596   2013     12   17    1911.0      110.0    2010.0      108.0      EV   \n",
+       "98599   2013     12   17    1912.0      102.0    2044.0       79.0      MQ   \n",
+       "98606   2013     12   17    1918.0      158.0    2226.0      228.0      EV   \n",
+       "98607   2013     12   17    1918.0      139.0    2123.0      146.0      EV   \n",
+       "98609   2013     12   17    1919.0       99.0    2211.0      135.0      EV   \n",
+       "98610   2013     12   17    1920.0      115.0    2238.0      233.0      AA   \n",
+       "98619   2013     12   17    1937.0       87.0    2131.0      100.0      9E   \n",
+       "98621   2013     12   17    1937.0      127.0    2108.0      137.0      EV   \n",
+       "98622   2013     12   17    1937.0      197.0    2156.0      207.0      EV   \n",
+       "98623   2013     12   17    1940.0      140.0    2239.0      129.0      AA   \n",
+       "98625   2013     12   17    1940.0      120.0    2218.0      146.0      EV   \n",
+       "98627   2013     12   17    1949.0      114.0    2253.0       96.0      DL   \n",
+       "98629   2013     12   17    1951.0       64.0    2332.0       85.0      B6   \n",
+       "98630   2013     12   17    1953.0       98.0    2234.0       67.0      9E   \n",
+       "98632   2013     12   17    1954.0       84.0    2318.0      100.0      B6   \n",
+       "98634   2013     12   17    1955.0       65.0    2355.0      110.0      DL   \n",
+       "98635   2013     12   17    1956.0      227.0    2123.0      247.0      EV   \n",
+       "98638   2013     12   17    2006.0       86.0    2219.0       93.0      DL   \n",
+       "98640   2013     12   17    2006.0       66.0    2144.0       69.0      UA   \n",
+       "98641   2013     12   17    2009.0      124.0    2150.0      115.0      WN   \n",
+       "98644   2013     12   17    2011.0       61.0    2302.0       42.0      AA   \n",
+       "98645   2013     12   17    2012.0      147.0    2211.0      133.0      DL   \n",
+       "98648   2013     12   17    2015.0      135.0    2253.0      189.0      9E   \n",
+       "98649   2013     12   17    2017.0      122.0    2351.0      136.0      AA   \n",
+       "98650   2013     12   17    2018.0      101.0    2139.0       90.0      B6   \n",
+       "98652   2013     12   17    2021.0       81.0    2255.0       90.0      9E   \n",
+       "98654   2013     12   17    2026.0      142.0    2318.0      192.0      EV   \n",
+       "98655   2013     12   17    2027.0      150.0    2158.0      146.0      EV   \n",
+       "98656   2013     12   17    2027.0      118.0    2213.0      120.0      EV   \n",
+       "98657   2013     12   17    2028.0      183.0    2217.0      182.0      WN   \n",
+       "98658   2013     12   17    2029.0      124.0    2336.0      136.0      B6   \n",
+       "98659   2013     12   17    2030.0       90.0     226.0      147.0      AA   \n",
+       "98664   2013     12   17    2034.0       69.0    2345.0       61.0      UA   \n",
+       "98665   2013     12   17    2035.0      245.0    2229.0      264.0      EV   \n",
+       "98666   2013     12   17    2038.0       68.0    2303.0       87.0      EV   \n",
+       "98667   2013     12   17    2038.0      248.0    2334.0      239.0      WN   \n",
+       "98668   2013     12   17    2039.0       69.0    2339.0      123.0      EV   \n",
+       "98671   2013     12   17    2045.0      117.0    2225.0      140.0      EV   \n",
+       "98672   2013     12   17    2048.0      128.0    2243.0      138.0      9E   \n",
+       "98675   2013     12   17    2049.0       74.0    2330.0       87.0      FL   \n",
+       "98676   2013     12   17    2050.0       80.0    2313.0       76.0      DL   \n",
+       "98678   2013     12   17    2054.0      114.0    2223.0      125.0      US   \n",
+       "98679   2013     12   17    2057.0       85.0      56.0      111.0      B6   \n",
+       "98680   2013     12   17    2057.0       73.0    2354.0       78.0      UA   \n",
+       "98681   2013     12   17    2059.0      114.0    2346.0      160.0      EV   \n",
+       "98682   2013     12   17    2059.0       89.0    2318.0       97.0      EV   \n",
+       "98683   2013     12   17    2101.0       91.0      14.0       98.0      DL   \n",
+       "98684   2013     12   17    2101.0      121.0    2232.0      109.0      UA   \n",
+       "98685   2013     12   17    2107.0       67.0      58.0       93.0      VX   \n",
+       "98687   2013     12   17    2108.0      193.0       3.0      194.0      B6   \n",
+       "98688   2013     12   17    2110.0      150.0    2336.0      146.0      UA   \n",
+       "98689   2013     12   17    2111.0      186.0    2238.0      188.0      WN   \n",
+       "98691   2013     12   17    2115.0       65.0    2254.0       84.0      EV   \n",
+       "98692   2013     12   17    2115.0      150.0    2310.0      150.0      MQ   \n",
+       "98693   2013     12   17    2117.0      115.0     247.0      148.0      DL   \n",
+       "98695   2013     12   17    2120.0      125.0      19.0      131.0      UA   \n",
+       "98696   2013     12   17    2122.0       77.0       1.0       65.0      B6   \n",
+       "98697   2013     12   17    2122.0       70.0      17.0       65.0      UA   \n",
+       "98698   2013     12   17    2122.0      248.0    2248.0      256.0      UA   \n",
+       "98700   2013     12   17    2129.0       69.0     119.0       84.0      UA   \n",
+       "98701   2013     12   17    2132.0       62.0      45.0       67.0      UA   \n",
+       "98702   2013     12   17    2133.0       98.0    2319.0       69.0      DL   \n",
+       "98705   2013     12   17    2136.0      126.0    2247.0      118.0      EV   \n",
+       "98706   2013     12   17    2137.0       92.0    2347.0      104.0      EV   \n",
+       "98710   2013     12   17    2145.0       76.0     126.0      102.0      UA   \n",
+       "98712   2013     12   17    2148.0      133.0    2351.0      121.0      EV   \n",
+       "98713   2013     12   17    2149.0      169.0    2307.0      130.0      EV   \n",
+       "98714   2013     12   17    2152.0       67.0     111.0       72.0      B6   \n",
+       "98715   2013     12   17    2153.0      108.0     110.0      120.0      B6   \n",
+       "98716   2013     12   17    2156.0      116.0    2310.0      111.0      US   \n",
+       "98717   2013     12   17    2157.0       67.0      13.0      125.0      DL   \n",
+       "98718   2013     12   17    2159.0      134.0       4.0      100.0      EV   \n",
+       "98719   2013     12   17    2159.0      134.0    2357.0      127.0      MQ   \n",
+       "98721   2013     12   17    2201.0       61.0    2329.0       83.0      UA   \n",
+       "98722   2013     12   17    2203.0      123.0      47.0      127.0      DL   \n",
+       "98723   2013     12   17    2205.0       98.0      27.0      104.0      EV   \n",
+       "98724   2013     12   17    2206.0      217.0       3.0      199.0      EV   \n",
+       "98726   2013     12   17    2210.0      105.0    2344.0       99.0      AA   \n",
+       "98728   2013     12   17    2212.0      114.0     146.0      153.0      B6   \n",
+       "98729   2013     12   17    2212.0      123.0      48.0      113.0      EV   \n",
+       "98730   2013     12   17    2219.0      327.0      16.0      372.0      B6   \n",
+       "98731   2013     12   17    2219.0       85.0      25.0       79.0      EV   \n",
+       "98732   2013     12   17    2220.0      139.0     120.0      136.0      B6   \n",
+       "98733   2013     12   17    2225.0      120.0      48.0      110.0      DL   \n",
+       "98737   2013     12   17    2243.0       68.0     200.0       65.0      AA   \n",
+       "98738   2013     12   17    2243.0       74.0       1.0       63.0      EV   \n",
+       "98739   2013     12   17    2252.0      192.0       8.0      173.0      AA   \n",
+       "98740   2013     12   17    2253.0      213.0       1.0      186.0      WN   \n",
+       "98742   2013     12   17    2300.0       75.0     200.0       87.0      B6   \n",
+       "98745   2013     12   17    2313.0      129.0      30.0      129.0      EV   \n",
+       "98746   2013     12   17    2315.0      180.0     241.0      177.0      DL   \n",
+       "98747   2013     12   17    2315.0      136.0     134.0      140.0      MQ   \n",
+       "98748   2013     12   17    2321.0      126.0     141.0      113.0      EV   \n",
+       "98749   2013     12   17    2321.0       82.0      38.0       90.0      EV   \n",
+       "98750   2013     12   17    2325.0      165.0     251.0      172.0      B6   \n",
+       "98751   2013     12   17    2327.0      206.0     146.0      205.0      EV   \n",
+       "98752   2013     12   17    2332.0       63.0     106.0       75.0      B6   \n",
+       "98753   2013     12   17    2333.0      152.0     237.0      171.0      B6   \n",
+       "98754   2013     12   17    2334.0       69.0      44.0       63.0      EV   \n",
+       "98755   2013     12   17    2340.0      187.0     102.0      176.0      FL   \n",
+       "98756   2013     12   17    2348.0      228.0      57.0      202.0      UA   \n",
+       "98758   2013     12   17    2351.0      161.0     129.0      143.0      EV   \n",
+       "98759   2013     12   17    2358.0      179.0     128.0      164.0      B6   \n",
+       "98961   2013     12   18     716.0       76.0     952.0      102.0      EV   \n",
+       "98990   2013     12   18     750.0      106.0    1037.0      119.0      EV   \n",
+       "99064   2013     12   18     845.0       65.0    1042.0       60.0      EV   \n",
+       "99099   2013     12   18     917.0       89.0    1319.0      131.0      UA   \n",
+       "99122   2013     12   18     949.0      209.0    1209.0      223.0      9E   \n",
+       "99133   2013     12   18     958.0       93.0    1134.0       84.0      MQ   \n",
+       "99142   2013     12   18    1002.0       83.0    1125.0       78.0      EV   \n",
+       "99145   2013     12   18    1006.0      117.0    1159.0       93.0      EV   \n",
+       "99191   2013     12   18    1107.0       80.0    1538.0       68.0      B6   \n",
+       "99200   2013     12   18    1124.0       63.0    1415.0       50.0      B6   \n",
+       "99201   2013     12   18    1126.0      166.0    1259.0      153.0      9E   \n",
+       "99245   2013     12   18    1226.0       75.0    1423.0       98.0      EV   \n",
+       "99250   2013     12   18    1231.0       92.0    1424.0       71.0      EV   \n",
+       "99251   2013     12   18    1231.0       61.0    1421.0       54.0      EV   \n",
+       "99253   2013     12   18    1234.0       89.0    1404.0       82.0      EV   \n",
+       "99263   2013     12   18    1244.0      159.0    1442.0      150.0      US   \n",
+       "99268   2013     12   18    1255.0      175.0    1423.0      160.0      EV   \n",
+       "99290   2013     12   18    1308.0      218.0    1836.0      189.0      UA   \n",
+       "99330   2013     12   18    1352.0      112.0    1656.0      106.0      AA   \n",
+       "99339   2013     12   18    1400.0       74.0    1634.0       56.0      B6   \n",
+       "99460   2013     12   18    1602.0       62.0    1753.0       72.0      UA   \n",
+       "99472   2013     12   18    1617.0       67.0    1912.0       27.0      AA   \n",
+       "99494   2013     12   18    1633.0      270.0    1915.0      249.0      UA   \n",
+       "99520   2013     12   18    1657.0      102.0    1818.0       95.0      EV   \n",
+       "99526   2013     12   18    1701.0      131.0    1909.0      140.0      US   \n",
+       "99528   2013     12   18    1702.0      432.0    1836.0      433.0      FL   \n",
+       "99529   2013     12   18    1704.0      115.0    1933.0      111.0      UA   \n",
+       "99554   2013     12   18    1723.0       68.0    1853.0       41.0      9E   \n",
+       "99568   2013     12   18    1735.0       95.0    2001.0       95.0      9E   \n",
+       "99574   2013     12   18    1740.0       70.0    1902.0       57.0      EV   \n",
+       "99591   2013     12   18    1753.0      117.0    2042.0       88.0      B6   \n",
+       "99597   2013     12   18    1759.0       90.0    2051.0       79.0      B6   \n",
+       "99609   2013     12   18    1810.0       90.0    2002.0       84.0      EV   \n",
+       "99610   2013     12   18    1811.0      147.0    2032.0      162.0      US   \n",
+       "99634   2013     12   18    1830.0       69.0    1945.0       83.0      EV   \n",
+       "99673   2013     12   18    1910.0      115.0    2044.0       89.0      AA   \n",
+       "99699   2013     12   18    1937.0       67.0    2235.0       41.0      DL   \n",
+       "99722   2013     12   18    2007.0       97.0    2233.0       69.0      B6   \n",
+       "99733   2013     12   18    2027.0      107.0    2327.0       86.0      DL   \n",
+       "99743   2013     12   18    2038.0       98.0     133.0       94.0      AA   \n",
+       "99745   2013     12   18    2040.0       70.0    2322.0       44.0      B6   \n",
+       "99746   2013     12   18    2041.0       71.0    2313.0       38.0      AA   \n",
+       "99749   2013     12   18    2048.0       73.0    2234.0       44.0      EV   \n",
+       "99768   2013     12   18    2100.0      150.0    2236.0      110.0      EV   \n",
+       "99794   2013     12   18    2149.0       74.0       5.0       74.0      EV   \n",
+       "99797   2013     12   18    2152.0      137.0    2353.0      110.0      FL   \n",
+       "99801   2013     12   18    2201.0      151.0    2358.0      142.0      EV   \n",
+       "99802   2013     12   18    2209.0       90.0     138.0      103.0      B6   \n",
+       "99805   2013     12   18    2224.0       68.0    2357.0       95.0      B6   \n",
+       "99809   2013     12   18    2234.0       64.0     111.0       53.0      B6   \n",
+       "99817   2013     12   18    2328.0      268.0     249.0      274.0      AA   \n",
+       "99818   2013     12   18    2329.0      126.0     158.0      126.0      B6   \n",
+       "99937   2013     12   19     733.0       93.0     845.0       82.0      EV   \n",
+       "99938   2013     12   19     734.0      849.0    1046.0      847.0      DL   \n",
+       "100087  2013     12   19     944.0      165.0    1256.0      165.0      DL   \n",
+       "100097  2013     12   19     956.0       86.0    1300.0       66.0      UA   \n",
+       "100105  2013     12   19    1001.0      151.0    1442.0      142.0      B6   \n",
+       "100116  2013     12   19    1015.0      115.0    1237.0      104.0      9E   \n",
+       "100127  2013     12   19    1026.0       87.0    1223.0       67.0      EV   \n",
+       "100133  2013     12   19    1031.0       61.0    1601.0       31.0      UA   \n",
+       "100142  2013     12   19    1042.0      102.0    1343.0       97.0      B6   \n",
+       "100148  2013     12   19    1054.0      114.0    1327.0       90.0      B6   \n",
+       "100220  2013     12   19    1223.0      122.0    1521.0      116.0      B6   \n",
+       "100225  2013     12   19    1228.0      136.0    1340.0      125.0      EV   \n",
+       "100246  2013     12   19    1305.0       70.0    1515.0       58.0      EV   \n",
+       "100252  2013     12   19    1309.0       69.0    1552.0       34.0      DL   \n",
+       "100263  2013     12   19    1317.0      292.0    1505.0      276.0      US   \n",
+       "100320  2013     12   19    1439.0      114.0    1734.0       99.0      WN   \n",
+       "100353  2013     12   19    1501.0       76.0    1736.0       50.0      UA   \n",
+       "100360  2013     12   19    1505.0       65.0    1815.0       77.0      UA   \n",
+       "100413  2013     12   19    1553.0       81.0    1711.0       76.0      EV   \n",
+       "100430  2013     12   19    1609.0       76.0    1732.0       84.0      EV   \n",
+       "100433  2013     12   19    1613.0      127.0    1755.0      149.0      EV   \n",
+       "100435  2013     12   19    1615.0      100.0    1819.0       95.0      EV   \n",
+       "100437  2013     12   19    1618.0       86.0    1733.0       94.0      EV   \n",
+       "100460  2013     12   19    1637.0       67.0    1908.0       63.0      EV   \n",
+       "100483  2013     12   19    1655.0       84.0    1857.0       83.0      EV   \n",
+       "100535  2013     12   19    1741.0      156.0    2035.0      145.0      DL   \n",
+       "100546  2013     12   19    1751.0       82.0    2038.0       66.0      B6   \n",
+       "100552  2013     12   19    1757.0       65.0    1923.0       61.0      EV   \n",
+       "100555  2013     12   19    1800.0       65.0    2022.0       71.0      EV   \n",
+       "100568  2013     12   19    1813.0      163.0    2137.0      148.0      UA   \n",
+       "100581  2013     12   19    1830.0      130.0    2147.0      133.0      B6   \n",
+       "100612  2013     12   19    1900.0       70.0    2104.0       44.0      9E   \n",
+       "100627  2013     12   19    1913.0      128.0    2239.0      144.0      AA   \n",
+       "100661  2013     12   19    1946.0       77.0    2110.0       52.0      EV   \n",
+       "100677  2013     12   19    2005.0      125.0    2128.0      101.0      9E   \n",
+       "100681  2013     12   19    2009.0       69.0    2301.0       42.0      DL   \n",
+       "100707  2013     12   19    2044.0       84.0    2215.0       80.0      WN   \n",
+       "100719  2013     12   19    2100.0      209.0    2303.0      185.0      EV   \n",
+       "100720  2013     12   19    2101.0       81.0    2322.0       62.0      EV   \n",
+       "100722  2013     12   19    2102.0       61.0    2358.0       54.0      B6   \n",
+       "100724  2013     12   19    2104.0      158.0    2216.0      149.0      EV   \n",
+       "100725  2013     12   19    2105.0       70.0    2352.0       71.0      DL   \n",
+       "100736  2013     12   19    2118.0      228.0    2229.0      215.0      EV   \n",
+       "100739  2013     12   19    2128.0       67.0    2342.0       62.0      EV   \n",
+       "100740  2013     12   19    2135.0       96.0    2242.0       92.0      EV   \n",
+       "100744  2013     12   19    2143.0      142.0     113.0      147.0      B6   \n",
+       "100749  2013     12   19    2147.0       82.0    2332.0       87.0      AA   \n",
+       "100753  2013     12   19    2148.0       78.0    2323.0       93.0      MQ   \n",
+       "100756  2013     12   19    2152.0       82.0    2310.0       65.0      WN   \n",
+       "100761  2013     12   19    2202.0      116.0      23.0      133.0      EV   \n",
+       "100766  2013     12   19    2209.0       64.0    2330.0       61.0      EV   \n",
+       "100769  2013     12   19    2216.0       76.0     136.0       48.0      UA   \n",
+       "100770  2013     12   19    2219.0       94.0     250.0       75.0      B6   \n",
+       "100772  2013     12   19    2223.0       85.0      48.0       95.0      EV   \n",
+       "100774  2013     12   19    2236.0      111.0     136.0       97.0      B6   \n",
+       "100775  2013     12   19    2239.0       62.0    2339.0       62.0      EV   \n",
+       "100776  2013     12   19    2240.0      235.0       NaN        NaN      UA   \n",
+       "100777  2013     12   19    2241.0      197.0    2355.0      188.0      EV   \n",
+       "100783  2013     12   19    2252.0      113.0      46.0      112.0      EV   \n",
+       "100784  2013     12   19    2255.0       93.0      49.0       87.0      EV   \n",
+       "100785  2013     12   19    2255.0       70.0    2346.0       56.0      EV   \n",
+       "100786  2013     12   19    2301.0       92.0       1.0       81.0      UA   \n",
+       "100787  2013     12   19    2303.0      109.0      56.0      112.0      EV   \n",
+       "100788  2013     12   19    2306.0      246.0     114.0      213.0      DL   \n",
+       "100791  2013     12   19    2322.0      101.0     210.0       93.0      B6   \n",
+       "100793  2013     12   19    2331.0      142.0     209.0      103.0      UA   \n",
+       "101001  2013     12   20     843.0      143.0    1048.0      138.0      9E   \n",
+       "101015  2013     12   20     855.0       67.0    1026.0       56.0      EV   \n",
+       "101035  2013     12   20     914.0       64.0    1050.0       60.0      9E   \n",
+       "101042  2013     12   20     920.0      141.0    1159.0      136.0      DL   \n",
+       "101081  2013     12   20    1001.0       61.0    1248.0       68.0      UA   \n",
+       "101109  2013     12   20    1037.0       67.0    1204.0       50.0      EV   \n",
+       "101112  2013     12   20    1040.0       70.0    1249.0       89.0      9E   \n",
+       "101125  2013     12   20    1054.0       84.0    1617.0       47.0      UA   \n",
+       "101165  2013     12   20    1150.0       98.0    1302.0       87.0      EV   \n",
+       "101166  2013     12   20    1151.0      221.0    1312.0      197.0      EV   \n",
+       "101173  2013     12   20    1156.0      210.0    1430.0      212.0      EV   \n",
+       "101186  2013     12   20    1209.0      197.0    1323.0      192.0      EV   \n",
+       "101203  2013     12   20    1244.0       74.0    1408.0       52.0      9E   \n",
+       "101241  2013     12   20    1326.0      106.0    1613.0       85.0      DL   \n",
+       "101243  2013     12   20    1328.0       67.0    1603.0       69.0      EV   \n",
+       "101255  2013     12   20    1345.0       75.0    1623.0       67.0      B6   \n",
+       "101259  2013     12   20    1348.0       78.0    1517.0       70.0      9E   \n",
+       "101264  2013     12   20    1353.0       68.0    1551.0       65.0      DL   \n",
+       "101276  2013     12   20    1411.0       61.0    1536.0       65.0      EV   \n",
+       "101287  2013     12   20    1424.0       98.0    1701.0       83.0      B6   \n",
+       "101294  2013     12   20    1429.0      158.0    1753.0      153.0      UA   \n",
+       "101298  2013     12   20    1436.0       70.0    1549.0       79.0      EV   \n",
+       "101353  2013     12   20    1517.0      117.0    1635.0      106.0      EV   \n",
+       "101399  2013     12   20    1559.0       90.0    1817.0       94.0      EV   \n",
+       "101402  2013     12   20    1602.0       69.0    1723.0       75.0      EV   \n",
+       "101405  2013     12   20    1604.0       65.0    1927.0       71.0      UA   \n",
+       "101417  2013     12   20    1619.0       80.0    1811.0       71.0      EV   \n",
+       "101430  2013     12   20    1633.0       63.0    1903.0       58.0      EV   \n",
+       "101439  2013     12   20    1643.0      176.0    1902.0      179.0      EV   \n",
+       "101446  2013     12   20    1652.0      122.0    1943.0      101.0      B6   \n",
+       "101472  2013     12   20    1718.0       88.0    1837.0       87.0      WN   \n",
+       "101501  2013     12   20    1740.0      159.0    1844.0      154.0      UA   \n",
+       "101517  2013     12   20    1756.0       64.0    1923.0       61.0      EV   \n",
+       "101531  2013     12   20    1812.0       73.0    2148.0       91.0      UA   \n",
+       "101532  2013     12   20    1814.0       84.0       NaN        NaN      9E   \n",
+       "101548  2013     12   20    1830.0       83.0    2030.0       80.0      EV   \n",
+       "101549  2013     12   20    1830.0       95.0    2108.0      117.0      EV   \n",
+       "101555  2013     12   20    1837.0      127.0    2159.0      127.0      UA   \n",
+       "101558  2013     12   20    1839.0       70.0    2143.0       64.0      UA   \n",
+       "101561  2013     12   20    1840.0      110.0    2211.0      136.0      WN   \n",
+       "101566  2013     12   20    1845.0       75.0    2018.0       84.0      EV   \n",
+       "101567  2013     12   20    1845.0       90.0    2021.0      107.0      EV   \n",
+       "101569  2013     12   20    1846.0      147.0    1957.0      140.0      EV   \n",
+       "101577  2013     12   20    1856.0       76.0    2230.0       72.0      B6   \n",
+       "101584  2013     12   20    1901.0       61.0    2056.0       86.0      WN   \n",
+       "101587  2013     12   20    1906.0      111.0    2036.0      106.0      WN   \n",
+       "101599  2013     12   20    1916.0      101.0    2040.0      104.0      EV   \n",
+       "101600  2013     12   20    1916.0       72.0    2228.0       75.0      UA   \n",
+       "101604  2013     12   20    1922.0       95.0    2149.0      117.0      EV   \n",
+       "101608  2013     12   20    1925.0      114.0    2153.0      115.0      EV   \n",
+       "101610  2013     12   20    1928.0       73.0    2219.0       98.0      EV   \n",
+       "101619  2013     12   20    1936.0       67.0    2232.0       68.0      B6   \n",
+       "101620  2013     12   20    1937.0       97.0    2204.0       88.0      DL   \n",
+       "101639  2013     12   20    1956.0       90.0    2225.0      100.0      9E   \n",
+       "101640  2013     12   20    1957.0       91.0    2120.0       93.0      EV   \n",
+       "101643  2013     12   20    2001.0       76.0    2227.0       86.0      EV   \n",
+       "101645  2013     12   20    2006.0       61.0    2229.0       54.0      9E   \n",
+       "101646  2013     12   20    2006.0       97.0    2322.0       86.0      UA   \n",
+       "101647  2013     12   20    2009.0       69.0    2350.0       61.0      DL   \n",
+       "101648  2013     12   20    2011.0      126.0    2301.0      119.0      UA   \n",
+       "101660  2013     12   20    2026.0      146.0    2305.0      139.0      DL   \n",
+       "101664  2013     12   20    2029.0       90.0    2231.0       85.0      9E   \n",
+       "101673  2013     12   20    2039.0       69.0    2350.0       75.0      AA   \n",
+       "101675  2013     12   20    2043.0       88.0    2244.0       60.0      EV   \n",
+       "101685  2013     12   20    2058.0      106.0    2228.0      101.0      EV   \n",
+       "101686  2013     12   20    2059.0       89.0    2309.0       79.0      9E   \n",
+       "101687  2013     12   20    2059.0       98.0    2328.0       87.0      EV   \n",
+       "101694  2013     12   20    2102.0      142.0    2245.0      136.0      9E   \n",
+       "101695  2013     12   20    2104.0       84.0    2316.0       83.0      EV   \n",
+       "101696  2013     12   20    2106.0       88.0    2305.0       81.0      EV   \n",
+       "101700  2013     12   20    2109.0       64.0    2251.0       86.0      EV   \n",
+       "101706  2013     12   20    2120.0       75.0    2348.0       52.0      B6   \n",
+       "101707  2013     12   20    2124.0      189.0      16.0      208.0      9E   \n",
+       "101712  2013     12   20    2130.0       90.0    2310.0       74.0      EV   \n",
+       "101723  2013     12   20    2151.0      131.0    2327.0      109.0      EV   \n",
+       "101726  2013     12   20    2153.0      168.0      20.0      141.0      9E   \n",
+       "101727  2013     12   20    2153.0      143.0    2318.0      130.0      9E   \n",
+       "101728  2013     12   20    2154.0      135.0       6.0      130.0      EV   \n",
+       "101730  2013     12   20    2158.0       73.0     255.0       80.0      B6   \n",
+       "101734  2013     12   20    2203.0      213.0      58.0      214.0      B6   \n",
+       "101736  2013     12   20    2208.0      129.0    2333.0      143.0      EV   \n",
+       "101738  2013     12   20    2216.0      130.0      47.0      157.0      EV   \n",
+       "101739  2013     12   20    2218.0       72.0     131.0       84.0      B6   \n",
+       "101741  2013     12   20    2225.0       80.0    2337.0       68.0      EV   \n",
+       "101745  2013     12   20    2228.0       74.0      23.0       79.0      EV   \n",
+       "101746  2013     12   20    2233.0       79.0      20.0       69.0      EV   \n",
+       "101750  2013     12   20    2243.0       87.0     101.0       72.0      EV   \n",
+       "101752  2013     12   20    2255.0      105.0      27.0       81.0      EV   \n",
+       "101753  2013     12   20    2257.0       76.0     152.0       75.0      B6   \n",
+       "101754  2013     12   20    2257.0       62.0    2349.0       52.0      EV   \n",
+       "101755  2013     12   20    2258.0       63.0     154.0       68.0      B6   \n",
+       "101759  2013     12   20    2308.0       99.0       7.0       87.0      UA   \n",
+       "101760  2013     12   20    2309.0      131.0     139.0      146.0      EV   \n",
+       "101762  2013     12   20    2317.0      115.0     112.0      110.0      EV   \n",
+       "101763  2013     12   20    2319.0      116.0     203.0      131.0      B6   \n",
+       "101781  2013     12   21      29.0      229.0     138.0      198.0      WN   \n",
+       "101782  2013     12   21      30.0      174.0     141.0      162.0      B6   \n",
+       "101878  2013     12   21     725.0       95.0    1154.0       87.0      B6   \n",
+       "101889  2013     12   21     742.0       91.0    1214.0       79.0      B6   \n",
+       "101993  2013     12   21     927.0       68.0    1238.0       79.0      UA   \n",
+       "101998  2013     12   21     930.0      110.0    1129.0       91.0      9E   \n",
+       "102000  2013     12   21     931.0       61.0    1218.0       38.0      UA   \n",
+       "102005  2013     12   21     939.0       74.0    1112.0       62.0      MQ   \n",
+       "102030  2013     12   21    1008.0      118.0    1301.0      139.0      9E   \n",
+       "102031  2013     12   21    1008.0       79.0    1316.0       66.0      B6   \n",
+       "102036  2013     12   21    1015.0      140.0    1301.0      146.0      EV   \n",
+       "102038  2013     12   21    1016.0       68.0    1252.0       48.0      B6   \n",
+       "102041  2013     12   21    1022.0       72.0    1350.0       81.0      DL   \n",
+       "102059  2013     12   21    1044.0       77.0    1400.0       80.0      UA   \n",
+       "102070  2013     12   21    1058.0       89.0    1348.0      172.0      EV   \n",
+       "102087  2013     12   21    1128.0      118.0    1646.0       76.0      UA   \n",
+       "102089  2013     12   21    1134.0      184.0    1255.0      179.0      9E   \n",
+       "102092  2013     12   21    1141.0      156.0    1442.0      143.0      B6   \n",
+       "102099  2013     12   21    1155.0      165.0    1621.0      122.0      UA   \n",
+       "102112  2013     12   21    1210.0       90.0    1324.0       85.0      B6   \n",
+       "102158  2013     12   21    1318.0       63.0    1609.0       84.0      MQ   \n",
+       "102164  2013     12   21    1328.0      102.0    1426.0       99.0      EV   \n",
+       "102171  2013     12   21    1347.0      107.0    1507.0       83.0      9E   \n",
+       "102174  2013     12   21    1350.0      356.0    1505.0      354.0      B6   \n",
+       "102196  2013     12   21    1422.0       82.0    1558.0       93.0      UA   \n",
+       "102215  2013     12   21    1443.0      103.0    1806.0       84.0      US   \n",
+       "102219  2013     12   21    1449.0       64.0    1836.0      110.0      UA   \n",
+       "102229  2013     12   21    1500.0      125.0    1619.0      119.0      WN   \n",
+       "102246  2013     12   21    1520.0      392.0    1808.0      362.0      UA   \n",
+       "102267  2013     12   21    1535.0       95.0    1827.0       77.0      UA   \n",
+       "102292  2013     12   21    1606.0       66.0    1856.0       51.0      MQ   \n",
+       "102294  2013     12   21    1609.0       69.0    1837.0       67.0      MQ   \n",
+       "102298  2013     12   21    1614.0       80.0    1737.0       72.0      9E   \n",
+       "102304  2013     12   21    1619.0       64.0    1809.0       49.0      MQ   \n",
+       "102313  2013     12   21    1628.0      148.0    1924.0      143.0      UA   \n",
+       "102320  2013     12   21    1638.0      150.0    1908.0      175.0      EV   \n",
+       "102330  2013     12   21    1654.0      118.0    2013.0      102.0      UA   \n",
+       "102337  2013     12   21    1701.0       61.0    1953.0       46.0      B6   \n",
+       "102346  2013     12   21    1714.0       74.0    1926.0       50.0      9E   \n",
+       "102353  2013     12   21    1721.0      221.0    1836.0      197.0      EV   \n",
+       "102355  2013     12   21    1723.0       70.0    2010.0       57.0      B6   \n",
+       "102369  2013     12   21    1735.0       65.0    2023.0       58.0      UA   \n",
+       "102373  2013     12   21    1740.0       71.0    2032.0       60.0      B6   \n",
+       "102375  2013     12   21    1740.0      130.0    2044.0      137.0      UA   \n",
+       "102383  2013     12   21    1748.0      102.0    1926.0      109.0      UA   \n",
+       "102387  2013     12   21    1753.0      128.0    2004.0      114.0      MQ   \n",
+       "102389  2013     12   21    1754.0      174.0    2021.0      168.0      UA   \n",
+       "102395  2013     12   21    1758.0      103.0    1927.0      103.0      9E   \n",
+       "102402  2013     12   21    1807.0       72.0    2100.0       41.0      UA   \n",
+       "102406  2013     12   21    1816.0      106.0    2016.0       92.0      9E   \n",
+       "102412  2013     12   21    1821.0       86.0    2039.0       69.0      WN   \n",
+       "102433  2013     12   21    1849.0       80.0    2148.0       40.0      UA   \n",
+       "102438  2013     12   21    1857.0      118.0    2026.0      119.0      B6   \n",
+       "102452  2013     12   21    1906.0      101.0    2208.0       89.0      DL   \n",
+       "102455  2013     12   21    1910.0      115.0    2026.0       96.0      WN   \n",
+       "102458  2013     12   21    1919.0      119.0    2240.0      130.0      AA   \n",
+       "102462  2013     12   21    1920.0       80.0    2031.0       61.0      WN   \n",
+       "102463  2013     12   21    1920.0       75.0    2242.0       73.0      UA   \n",
+       "102470  2013     12   21    1928.0       83.0    2227.0       85.0      UA   \n",
+       "102474  2013     12   21    1930.0      136.0    2208.0      138.0      UA   \n",
+       "102480  2013     12   21    1935.0      140.0    2308.0      155.0      UA   \n",
+       "102483  2013     12   21    1940.0       96.0    2250.0       97.0      UA   \n",
+       "102486  2013     12   21    1943.0       95.0    2315.0       82.0      UA   \n",
+       "102490  2013     12   21    1950.0      205.0    2256.0      186.0      DL   \n",
+       "102493  2013     12   21    1953.0       83.0    2246.0       82.0      B6   \n",
+       "102511  2013     12   21    2028.0      238.0    2238.0      225.0      9E   \n",
+       "102518  2013     12   21    2040.0       94.0    2343.0       47.0      UA   \n",
+       "102519  2013     12   21    2041.0       69.0     119.0       51.0      B6   \n",
+       "102522  2013     12   21    2042.0      373.0    2218.0      353.0      EV   \n",
+       "102525  2013     12   21    2046.0       61.0    2232.0       62.0      MQ   \n",
+       "102529  2013     12   21    2055.0      128.0    2308.0      107.0      UA   \n",
+       "102530  2013     12   21    2056.0       78.0    2244.0       60.0      EV   \n",
+       "102536  2013     12   21    2103.0      101.0       1.0       67.0      UA   \n",
+       "102538  2013     12   21    2106.0      116.0    2321.0       69.0      UA   \n",
+       "102539  2013     12   21    2107.0       68.0    2343.0       40.0      UA   \n",
+       "102544  2013     12   21    2113.0       73.0    2358.0       64.0      UA   \n",
+       "102546  2013     12   21    2117.0       77.0      14.0       66.0      UA   \n",
+       "102547  2013     12   21    2118.0       73.0      39.0       44.0      UA   \n",
+       "102553  2013     12   21    2135.0      145.0      22.0      117.0      UA   \n",
+       "102554  2013     12   21    2140.0      145.0    2258.0      123.0      WN   \n",
+       "102564  2013     12   21    2206.0      104.0     233.0       72.0      UA   \n",
+       "102565  2013     12   21    2210.0      115.0      57.0       73.0      DL   \n",
+       "102569  2013     12   21    2225.0       95.0       NaN        NaN      UA   \n",
+       "102570  2013     12   21    2226.0       87.0     114.0       62.0      UA   \n",
+       "102573  2013     12   21    2239.0       74.0     130.0       54.0      UA   \n",
+       "102579  2013     12   21    2312.0       82.0     204.0       73.0      B6   \n",
+       "102592  2013     12   22      23.0       98.0     124.0       89.0      B6   \n",
+       "102680  2013     12   22     743.0      103.0     850.0       87.0      EV   \n",
+       "102767  2013     12   22     903.0      120.0    1126.0      110.0      EV   \n",
+       "102777  2013     12   22     918.0       63.0    1122.0       42.0      9E   \n",
+       "102783  2013     12   22     921.0       72.0    1103.0       59.0      9E   \n",
+       "102807  2013     12   22     948.0       68.0    1215.0       60.0      MQ   \n",
+       "102812  2013     12   22     952.0      122.0    1228.0       73.0      UA   \n",
+       "102833  2013     12   22    1028.0      148.0    1329.0      132.0      DL   \n",
+       "102838  2013     12   22    1032.0      188.0    1311.0      167.0      UA   \n",
+       "102842  2013     12   22    1034.0       85.0    1200.0       77.0      UA   \n",
+       "102850  2013     12   22    1045.0      105.0    1400.0      110.0      UA   \n",
+       "102866  2013     12   22    1102.0       67.0    1330.0       60.0      MQ   \n",
+       "102869  2013     12   22    1106.0       79.0    1554.0       84.0      B6   \n",
+       "102875  2013     12   22    1117.0       77.0    1359.0       72.0      B6   \n",
+       "102904  2013     12   22    1201.0       61.0    1324.0       61.0      EV   \n",
+       "102912  2013     12   22    1208.0       68.0    1512.0       58.0      DL   \n",
+       "102919  2013     12   22    1219.0      235.0    1519.0      223.0      UA   \n",
+       "102931  2013     12   22    1236.0      336.0    1413.0      323.0      AA   \n",
+       "102940  2013     12   22    1248.0       61.0    1531.0       50.0      UA   \n",
+       "102954  2013     12   22    1306.0      125.0    1424.0      106.0      EV   \n",
+       "102961  2013     12   22    1312.0       87.0    1435.0       80.0      WN   \n",
+       "102970  2013     12   22    1325.0       80.0    1536.0       69.0      EV   \n",
+       "102985  2013     12   22    1342.0       72.0    1623.0       80.0      EV   \n",
+       "102990  2013     12   22    1350.0       95.0    1633.0      108.0      MQ   \n",
+       "103015  2013     12   22    1428.0       63.0    1725.0       37.0      UA   \n",
+       "103051  2013     12   22    1504.0      114.0    1806.0      120.0      B6   \n",
+       "103074  2013     12   22    1536.0       61.0    1749.0       65.0      EV   \n",
+       "103075  2013     12   22    1536.0      111.0    1825.0       99.0      UA   \n",
+       "103081  2013     12   22    1541.0       80.0    1828.0       56.0      UA   \n",
+       "103110  2013     12   22    1603.0       76.0    1805.0       72.0      EV   \n",
+       "103113  2013     12   22    1605.0       64.0    1716.0       45.0      EV   \n",
+       "103115  2013     12   22    1606.0       67.0    1753.0       59.0      US   \n",
+       "103116  2013     12   22    1607.0       62.0    1843.0       78.0      EV   \n",
+       "103121  2013     12   22    1615.0       70.0    1912.0       60.0      DL   \n",
+       "103129  2013     12   22    1618.0       88.0    1807.0       77.0      MQ   \n",
+       "103131  2013     12   22    1622.0       62.0    1900.0       70.0      MQ   \n",
+       "103133  2013     12   22    1628.0       63.0    1810.0       50.0      MQ   \n",
+       "103138  2013     12   22    1635.0       65.0    1840.0       93.0      UA   \n",
+       "103143  2013     12   22    1642.0      169.0    1901.0      172.0      EV   \n",
+       "103144  2013     12   22    1643.0       88.0    1953.0       80.0      UA   \n",
+       "103150  2013     12   22    1651.0       61.0    1830.0       46.0      9E   \n",
+       "103168  2013     12   22    1705.0      133.0    1822.0      143.0      EV   \n",
+       "103170  2013     12   22    1706.0       71.0    1916.0       70.0      EV   \n",
+       "103171  2013     12   22    1707.0       77.0    1833.0       83.0      WN   \n",
+       "103177  2013     12   22    1719.0       79.0    1844.0       74.0      MQ   \n",
+       "103184  2013     12   22    1727.0       92.0    1930.0      123.0      9E   \n",
+       "103185  2013     12   22    1727.0      147.0    2004.0      154.0      MQ   \n",
+       "103188  2013     12   22    1730.0      290.0    1850.0      285.0      EV   \n",
+       "103199  2013     12   22    1739.0      163.0    1930.0      164.0      EV   \n",
+       "103207  2013     12   22    1744.0      119.0    1950.0      100.0      MQ   \n",
+       "103212  2013     12   22    1747.0       87.0    1920.0       86.0      EV   \n",
+       "103213  2013     12   22    1749.0       69.0    1924.0       64.0      MQ   \n",
+       "103215  2013     12   22    1752.0      160.0    2006.0      152.0      EV   \n",
+       "103222  2013     12   22    1756.0       64.0    1928.0       66.0      EV   \n",
+       "103223  2013     12   22    1756.0       75.0    2052.0       47.0      UA   \n",
+       "103224  2013     12   22    1757.0      127.0    2144.0      148.0      DL   \n",
+       "103225  2013     12   22    1757.0       69.0    1911.0       57.0      YV   \n",
+       "103229  2013     12   22    1801.0      106.0    1949.0       96.0      EV   \n",
+       "103230  2013     12   22    1801.0      186.0    1908.0      185.0      UA   \n",
+       "103235  2013     12   22    1810.0       71.0    2005.0       93.0      UA   \n",
+       "103236  2013     12   22    1811.0      131.0    2011.0      129.0      EV   \n",
+       "103237  2013     12   22    1811.0       63.0    1952.0       57.0      EV   \n",
+       "103238  2013     12   22    1811.0      112.0    2101.0       90.0      UA   \n",
+       "103246  2013     12   22    1820.0      110.0    2113.0       98.0      WN   \n",
+       "103259  2013     12   22    1839.0      129.0    2143.0      158.0      MQ   \n",
+       "103262  2013     12   22    1840.0       90.0    2048.0       98.0      MQ   \n",
+       "103263  2013     12   22    1841.0       61.0    2047.0       53.0      YV   \n",
+       "103264  2013     12   22    1843.0       63.0    2109.0       29.0      DL   \n",
+       "103281  2013     12   22    1859.0       79.0    2005.0       65.0      B6   \n",
+       "103286  2013     12   22    1903.0       93.0    2103.0       93.0      B6   \n",
+       "103292  2013     12   22    1908.0       99.0    2023.0       90.0      EV   \n",
+       "103295  2013     12   22    1912.0       97.0    2033.0       97.0      EV   \n",
+       "103299  2013     12   22    1917.0       91.0    2112.0      104.0      UA   \n",
+       "103303  2013     12   22    1921.0       74.0    2159.0       48.0      UA   \n",
+       "103312  2013     12   22    1932.0       87.0    2143.0       93.0      EV   \n",
+       "103316  2013     12   22    1935.0      110.0    2314.0      109.0      AA   \n",
+       "103317  2013     12   22    1936.0       67.0    2132.0       59.0      US   \n",
+       "103320  2013     12   22    1945.0       65.0    2134.0       65.0      9E   \n",
+       "103325  2013     12   22    1949.0       87.0    2209.0       81.0      EV   \n",
+       "103326  2013     12   22    1949.0       64.0    2143.0       42.0      EV   \n",
+       "103327  2013     12   22    1951.0       96.0    2209.0       81.0      9E   \n",
+       "103332  2013     12   22    1958.0       68.0    2136.0       66.0      MQ   \n",
+       "103336  2013     12   22    2000.0       61.0    2238.0       92.0      9E   \n",
+       "103338  2013     12   22    2005.0       80.0    2203.0       83.0      MQ   \n",
+       "103340  2013     12   22    2008.0      163.0    2203.0      168.0      WN   \n",
+       "103341  2013     12   22    2008.0      129.0    2302.0      114.0      UA   \n",
+       "103345  2013     12   22    2013.0       78.0    2146.0       66.0      MQ   \n",
+       "103350  2013     12   22    2015.0      161.0    2245.0      164.0      EV   \n",
+       "103352  2013     12   22    2018.0       77.0    2342.0       51.0      UA   \n",
+       "103353  2013     12   22    2018.0       68.0    2311.0       45.0      UA   \n",
+       "103362  2013     12   22    2028.0       68.0    2200.0       65.0      WN   \n",
+       "103364  2013     12   22    2034.0       74.0    2242.0       75.0      9E   \n",
+       "103366  2013     12   22    2037.0      142.0    2331.0      116.0      AA   \n",
+       "103368  2013     12   22    2039.0       69.0    2233.0       63.0      MQ   \n",
+       "103369  2013     12   22    2043.0       75.0    2350.0       48.0      UA   \n",
+       "103371  2013     12   22    2046.0      166.0    2232.0      177.0      MQ   \n",
+       "103372  2013     12   22    2046.0      162.0    2334.0      146.0      UA   \n",
+       "103373  2013     12   22    2046.0      219.0    2355.0      217.0      UA   \n",
+       "103374  2013     12   22    2048.0      103.0    2314.0       75.0      9E   \n",
+       "103377  2013     12   22    2049.0       80.0      10.0       67.0      UA   \n",
+       "103379  2013     12   22    2052.0       82.0       1.0       86.0      AA   \n",
+       "103380  2013     12   22    2052.0      143.0    2334.0      130.0      B6   \n",
+       "103384  2013     12   22    2056.0      125.0       NaN        NaN      UA   \n",
+       "103385  2013     12   22    2058.0       72.0    2311.0       19.0      DL   \n",
+       "103386  2013     12   22    2058.0      103.0    2319.0       86.0      DL   \n",
+       "103387  2013     12   22    2102.0       69.0    2310.0       67.0      EV   \n",
+       "103390  2013     12   22    2105.0       95.0    2321.0       91.0      9E   \n",
+       "103392  2013     12   22    2110.0       65.0    2400.0       64.0      B6   \n",
+       "103393  2013     12   22    2111.0      186.0    2234.0      184.0      WN   \n",
+       "103394  2013     12   22    2112.0       77.0    2340.0       59.0      DL   \n",
+       "103397  2013     12   22    2116.0      101.0    2227.0       92.0      EV   \n",
+       "103399  2013     12   22    2118.0      163.0    2350.0      194.0      EV   \n",
+       "103401  2013     12   22    2122.0      187.0    2313.0      188.0      MQ   \n",
+       "103402  2013     12   22    2124.0      145.0    2355.0      125.0      B6   \n",
+       "103409  2013     12   22    2131.0       86.0    2315.0       92.0      UA   \n",
+       "103415  2013     12   22    2140.0       71.0      49.0       89.0      EV   \n",
+       "103418  2013     12   22    2143.0       81.0    2245.0       63.0      UA   \n",
+       "103419  2013     12   22    2144.0      119.0    2346.0      116.0      MQ   \n",
+       "103420  2013     12   22    2146.0       71.0      51.0       64.0      DL   \n",
+       "103421  2013     12   22    2146.0      179.0      14.0      173.0      UA   \n",
+       "103423  2013     12   22    2149.0       69.0    2322.0       62.0      MQ   \n",
+       "103424  2013     12   22    2152.0      106.0      42.0       90.0      UA   \n",
+       "103425  2013     12   22    2153.0      291.0    2343.0      277.0      US   \n",
+       "103426  2013     12   22    2155.0       70.0     231.0       56.0      B6   \n",
+       "103430  2013     12   22    2158.0      119.0      41.0       97.0      UA   \n",
+       "103431  2013     12   22    2200.0       94.0      44.0       60.0      UA   \n",
+       "103432  2013     12   22    2201.0      296.0    2312.0      290.0      EV   \n",
+       "103434  2013     12   22    2206.0       99.0    2328.0       88.0      9E   \n",
+       "103435  2013     12   22    2208.0       88.0      59.0      108.0      EV   \n",
+       "103440  2013     12   22    2215.0       66.0     102.0       37.0      UA   \n",
+       "103443  2013     12   22    2217.0       67.0     102.0       83.0      B6   \n",
+       "103444  2013     12   22    2219.0      116.0     250.0       88.0      UA   \n",
+       "103446  2013     12   22    2222.0      181.0      57.0      176.0      EV   \n",
+       "103447  2013     12   22    2222.0      173.0      25.0      170.0      EV   \n",
+       "103449  2013     12   22    2227.0       92.0     219.0      109.0      DL   \n",
+       "103451  2013     12   22    2232.0      122.0    2354.0      109.0      WN   \n",
+       "103453  2013     12   22    2236.0      486.0      15.0      469.0      EV   \n",
+       "103454  2013     12   22    2237.0       92.0    2347.0       78.0      EV   \n",
+       "103455  2013     12   22    2239.0       73.0    2330.0       53.0      UA   \n",
+       "103456  2013     12   22    2242.0       87.0      31.0       81.0      EV   \n",
+       "103457  2013     12   22    2250.0      100.0      21.0       75.0      EV   \n",
+       "103459  2013     12   22    2257.0       81.0      23.0       84.0      B6   \n",
+       "103460  2013     12   22    2257.0      197.0     104.0      191.0      EV   \n",
+       "103461  2013     12   22    2300.0      125.0      10.0      117.0      DL   \n",
+       "103462  2013     12   22    2301.0      115.0     214.0      127.0      B6   \n",
+       "103463  2013     12   22    2301.0       62.0     142.0       57.0      B6   \n",
+       "103466  2013     12   22    2306.0       71.0    2355.0       55.0      EV   \n",
+       "103467  2013     12   22    2309.0      115.0     101.0      117.0      EV   \n",
+       "103470  2013     12   22    2318.0       83.0      12.0       77.0      EV   \n",
+       "103471  2013     12   22    2322.0      156.0     235.0      157.0      B6   \n",
+       "103472  2013     12   22    2327.0       97.0     219.0       88.0      B6   \n",
+       "103473  2013     12   22    2327.0       92.0     224.0       98.0      B6   \n",
+       "103475  2013     12   22    2344.0      119.0     219.0      120.0      B6   \n",
+       "103486  2013     12   23      11.0      181.0     244.0      185.0      B6   \n",
+       "103488  2013     12   23      30.0      174.0     148.0      169.0      B6   \n",
+       "103489  2013     12   23      46.0       76.0     544.0       95.0      B6   \n",
+       "103491  2013     12   23     135.0      165.0     251.0      163.0      B6   \n",
+       "103492  2013     12   23     136.0       97.0     616.0       91.0      B6   \n",
+       "103493  2013     12   23     140.0      175.0     241.0      166.0      B6   \n",
+       "103651  2013     12   23     807.0       63.0     936.0       56.0      UA   \n",
+       "103686  2013     12   23     835.0       71.0    1131.0       67.0      UA   \n",
+       "103702  2013     12   23     855.0      110.0    1134.0      116.0      EV   \n",
+       "103706  2013     12   23     856.0      141.0    1055.0      126.0      EV   \n",
+       "103737  2013     12   23     919.0       79.0    1022.0       68.0      UA   \n",
+       "103747  2013     12   23     932.0      107.0    1242.0      119.0      B6   \n",
+       "103750  2013     12   23     933.0       98.0    1225.0       95.0      UA   \n",
+       "103753  2013     12   23     935.0      105.0    1120.0      108.0      EV   \n",
+       "103755  2013     12   23     940.0       65.0    1249.0       61.0      UA   \n",
+       "103767  2013     12   23     954.0       72.0    1257.0       76.0      B6   \n",
+       "103770  2013     12   23     955.0       80.0    1210.0       90.0      EV   \n",
+       "103781  2013     12   23    1012.0       82.0    1332.0       64.0      B6   \n",
+       "103795  2013     12   23    1020.0      257.0    1150.0      271.0      EV   \n",
+       "103797  2013     12   23    1021.0      141.0    1231.0      145.0      DL   \n",
+       "103799  2013     12   23    1022.0       87.0    1257.0       75.0      UA   \n",
+       "103834  2013     12   23    1105.0       65.0    1340.0       53.0      B6   \n",
+       "103895  2013     12   23    1229.0      149.0    1512.0      140.0      UA   \n",
+       "103909  2013     12   23    1252.0       67.0    1434.0       79.0      WN   \n",
+       "103934  2013     12   23    1321.0       61.0    1500.0       70.0      MQ   \n",
+       "103954  2013     12   23    1347.0       62.0    1540.0       65.0      WN   \n",
+       "103955  2013     12   23    1348.0       93.0    1558.0      102.0      EV   \n",
+       "103959  2013     12   23    1358.0       88.0    1455.0       77.0      UA   \n",
+       "103962  2013     12   23    1359.0       73.0    1651.0       73.0      B6   \n",
+       "103964  2013     12   23    1401.0      115.0    1712.0      116.0      B6   \n",
+       "103970  2013     12   23    1406.0      126.0    1540.0      145.0      US   \n",
+       "103971  2013     12   23    1406.0      136.0    1620.0      134.0      YV   \n",
+       "103976  2013     12   23    1415.0       65.0    1722.0       76.0      B6   \n",
+       "103996  2013     12   23    1442.0      314.0    1659.0      310.0      EV   \n",
+       "104007  2013     12   23    1453.0       87.0    1553.0       83.0      EV   \n",
+       "104010  2013     12   23    1456.0      206.0    1700.0      221.0      EV   \n",
+       "104022  2013     12   23    1508.0       73.0    1718.0       83.0      MQ   \n",
+       "104026  2013     12   23    1511.0       91.0    1657.0       97.0      EV   \n",
+       "104030  2013     12   23    1513.0       65.0    1730.0       77.0      EV   \n",
+       "104039  2013     12   23    1520.0       93.0    1743.0      100.0      EV   \n",
+       "104043  2013     12   23    1524.0      264.0    1641.0      258.0      EV   \n",
+       "104067  2013     12   23    1550.0       73.0    1923.0      100.0      B6   \n",
+       "104082  2013     12   23    1604.0      118.0    1733.0      127.0      EV   \n",
+       "104085  2013     12   23    1607.0       67.0    1746.0       87.0      US   \n",
+       "104087  2013     12   23    1609.0       83.0    1913.0       80.0      B6   \n",
+       "104092  2013     12   23    1615.0      135.0    1913.0      158.0      DL   \n",
+       "104093  2013     12   23    1615.0       82.0    1745.0       97.0      EV   \n",
+       "104098  2013     12   23    1622.0      262.0    1948.0      278.0      AA   \n",
+       "104099  2013     12   23    1622.0       83.0    1828.0       88.0      EV   \n",
+       "104106  2013     12   23    1627.0       97.0    1738.0       86.0      EV   \n",
+       "104108  2013     12   23    1630.0       70.0    2005.0       73.0      DL   \n",
+       "104109  2013     12   23    1630.0       95.0    1840.0      110.0      MQ   \n",
+       "104115  2013     12   23    1633.0       78.0    1949.0       98.0      UA   \n",
+       "104127  2013     12   23    1650.0       79.0    1857.0       83.0      EV   \n",
+       "104130  2013     12   23    1651.0       61.0    2012.0       56.0      DL   \n",
+       "104131  2013     12   23    1651.0       82.0    1915.0       71.0      EV   \n",
+       "104134  2013     12   23    1653.0       98.0    1945.0       72.0      UA   \n",
+       "104143  2013     12   23    1707.0      107.0    1927.0      147.0      MQ   \n",
+       "104147  2013     12   23    1715.0      105.0    1847.0       99.0      UA   \n",
+       "104151  2013     12   23    1718.0      148.0    2055.0      173.0      B6   \n",
+       "104153  2013     12   23    1721.0       62.0    1821.0       44.0      EV   \n",
+       "104155  2013     12   23    1724.0      147.0    2010.0      160.0      EV   \n",
+       "104159  2013     12   23    1726.0       61.0    2058.0       68.0      DL   \n",
+       "104165  2013     12   23    1730.0       61.0    1832.0       48.0      EV   \n",
+       "104169  2013     12   23    1733.0       93.0    1925.0       83.0      EV   \n",
+       "104170  2013     12   23    1734.0      109.0    1927.0      123.0      9E   \n",
+       "104172  2013     12   23    1735.0       97.0    1900.0       89.0      UA   \n",
+       "104173  2013     12   23    1738.0       69.0    2123.0      111.0      B6   \n",
+       "104191  2013     12   23    1752.0       62.0    2035.0       75.0      WN   \n",
+       "104192  2013     12   23    1752.0      127.0    2007.0      112.0      WN   \n",
+       "104193  2013     12   23    1754.0       74.0    2114.0       82.0      B6   \n",
+       "104197  2013     12   23    1800.0      109.0    2112.0      117.0      B6   \n",
+       "104203  2013     12   23    1807.0       67.0    2114.0       79.0      AA   \n",
+       "104207  2013     12   23    1809.0       74.0    2038.0       87.0      EV   \n",
+       "104213  2013     12   23    1812.0       81.0    1946.0       82.0      UA   \n",
+       "104224  2013     12   23    1834.0      185.0    2100.0      172.0      EV   \n",
+       "104225  2013     12   23    1837.0      105.0    1959.0       97.0      EV   \n",
+       "104233  2013     12   23    1844.0      164.0    2022.0      183.0      US   \n",
+       "104234  2013     12   23    1845.0       80.0    2140.0       55.0      VX   \n",
+       "104238  2013     12   23    1849.0      177.0    2029.0      183.0      EV   \n",
+       "104243  2013     12   23    1851.0       96.0    2049.0      119.0      MQ   \n",
+       "104245  2013     12   23    1852.0       65.0    2100.0       68.0      EV   \n",
+       "104246  2013     12   23    1853.0       78.0    2014.0       78.0      EV   \n",
+       "104257  2013     12   23    1900.0      115.0    2233.0      119.0      DL   \n",
+       "104258  2013     12   23    1900.0       91.0    2002.0       69.0      EV   \n",
+       "104259  2013     12   23    1900.0       95.0    2102.0      107.0      WN   \n",
+       "104267  2013     12   23    1909.0      237.0    2104.0      254.0      EV   \n",
+       "104271  2013     12   23    1912.0      101.0    2147.0      109.0      EV   \n",
+       "104276  2013     12   23    1918.0      259.0    2050.0      249.0      9E   \n",
+       "104290  2013     12   23    1926.0       71.0    2150.0       69.0      EV   \n",
+       "104291  2013     12   23    1926.0      176.0    2255.0      200.0      WN   \n",
+       "104295  2013     12   23    1935.0       80.0    2153.0      108.0      MQ   \n",
+       "104297  2013     12   23    1937.0       92.0    2233.0       64.0      UA   \n",
+       "104304  2013     12   23    1945.0      105.0    2214.0      154.0      MQ   \n",
+       "104307  2013     12   23    1950.0       80.0    2320.0      102.0      B6   \n",
+       "104309  2013     12   23    1953.0      108.0    2114.0      104.0      WN   \n",
+       "104312  2013     12   23    1955.0      145.0    2200.0      155.0      MQ   \n",
+       "104314  2013     12   23    2002.0      153.0    2251.0      176.0      FL   \n",
+       "104316  2013     12   23    2006.0      246.0    2210.0      210.0      9E   \n",
+       "104317  2013     12   23    2007.0      212.0    2129.0      214.0      MQ   \n",
+       "104320  2013     12   23    2013.0       74.0    2249.0       84.0      EV   \n",
+       "104321  2013     12   23    2014.0      202.0    2128.0      204.0      B6   \n",
+       "104325  2013     12   23    2017.0      190.0    2213.0      183.0      EV   \n",
+       "104326  2013     12   23    2017.0      190.0    2330.0      192.0      UA   \n",
+       "104327  2013     12   23    2019.0      159.0    2141.0      161.0      B6   \n",
+       "104329  2013     12   23    2020.0      160.0    2257.0      137.0      DL   \n",
+       "104331  2013     12   23    2022.0       83.0    2300.0       70.0      B6   \n",
+       "104333  2013     12   23    2025.0      181.0    2325.0      186.0      B6   \n",
+       "104334  2013     12   23    2025.0      200.0    2258.0      199.0      EV   \n",
+       "104338  2013     12   23    2029.0      209.0    2135.0      199.0      B6   \n",
+       "104343  2013     12   23    2033.0       73.0    2206.0       71.0      WN   \n",
+       "104350  2013     12   23    2041.0       71.0    2242.0       72.0      MQ   \n",
+       "104355  2013     12   23    2051.0      111.0    2305.0      109.0      EV   \n",
+       "104357  2013     12   23    2057.0      207.0    2303.0      213.0      B6   \n",
+       "104359  2013     12   23    2058.0      118.0    2154.0      100.0      US   \n",
+       "104362  2013     12   23    2102.0       77.0    2309.0       79.0      MQ   \n",
+       "104368  2013     12   23    2115.0       95.0      26.0      103.0      B6   \n",
+       "104369  2013     12   23    2116.0      241.0      38.0      243.0      AA   \n",
+       "104370  2013     12   23    2119.0      127.0    2311.0      144.0      EV   \n",
+       "104371  2013     12   23    2120.0      100.0    2344.0      111.0      EV   \n",
+       "104372  2013     12   23    2122.0      167.0    2244.0      168.0      EV   \n",
+       "104373  2013     12   23    2123.0      233.0    2315.0      241.0      B6   \n",
+       "104374  2013     12   23    2126.0      191.0       5.0      190.0      WN   \n",
+       "104376  2013     12   23    2130.0      129.0       1.0      120.0      EV   \n",
+       "104390  2013     12   23    2159.0      114.0    2334.0      129.0      EV   \n",
+       "104391  2013     12   23    2201.0      153.0     127.0      145.0      UA   \n",
+       "104393  2013     12   23    2210.0       85.0     304.0       89.0      B6   \n",
+       "104394  2013     12   23    2210.0       70.0    2315.0       46.0      EV   \n",
+       "104396  2013     12   23    2212.0       97.0     123.0       96.0      DL   \n",
+       "104397  2013     12   23    2213.0       93.0       2.0      102.0      MQ   \n",
+       "104398  2013     12   23    2215.0       82.0      45.0       72.0      EV   \n",
+       "104399  2013     12   23    2216.0      151.0      14.0      164.0      MQ   \n",
+       "104400  2013     12   23    2217.0      107.0     129.0      126.0      B6   \n",
+       "104401  2013     12   23    2217.0       78.0     121.0       70.0      UA   \n",
+       "104402  2013     12   23    2219.0      389.0     101.0      390.0      DL   \n",
+       "104403  2013     12   23    2220.0      145.0     102.0      141.0      DL   \n",
+       "104404  2013     12   23    2222.0       82.0    2354.0       89.0      MQ   \n",
+       "104405  2013     12   23    2222.0       92.0     307.0       86.0      UA   \n",
+       "104406  2013     12   23    2223.0       68.0      22.0       67.0      MQ   \n",
+       "104407  2013     12   23    2224.0      174.0     132.0      177.0      AA   \n",
+       "104409  2013     12   23    2233.0       87.0     135.0       88.0      B6   \n",
+       "104410  2013     12   23    2234.0      182.0     149.0      164.0      B6   \n",
+       "104411  2013     12   23    2236.0      101.0    2333.0       80.0      DL   \n",
+       "104412  2013     12   23    2236.0      201.0     211.0      189.0      DL   \n",
+       "104413  2013     12   23    2237.0      157.0    2346.0      147.0      US   \n",
+       "104414  2013     12   23    2241.0       87.0      48.0       97.0      EV   \n",
+       "104416  2013     12   23    2242.0      122.0     137.0      146.0      EV   \n",
+       "104417  2013     12   23    2244.0      106.0     104.0      111.0      EV   \n",
+       "104418  2013     12   23    2246.0      161.0     141.0      165.0      B6   \n",
+       "104419  2013     12   23    2247.0      108.0     124.0      130.0      MQ   \n",
+       "104420  2013     12   23    2249.0       64.0    2356.0       66.0      EV   \n",
+       "104421  2013     12   23    2249.0      104.0       4.0       95.0      EV   \n",
+       "104422  2013     12   23    2251.0      150.0     120.0      160.0      EV   \n",
+       "104423  2013     12   23    2253.0      163.0    2358.0      156.0      B6   \n",
+       "104424  2013     12   23    2253.0      113.0      43.0      108.0      EV   \n",
+       "104425  2013     12   23    2259.0      262.0      19.0      250.0      B6   \n",
+       "104426  2013     12   23    2301.0       99.0     106.0      104.0      EV   \n",
+       "104428  2013     12   23    2307.0       92.0       3.0       82.0      B6   \n",
+       "104429  2013     12   23    2315.0      149.0     230.0      152.0      B6   \n",
+       "104430  2013     12   23    2319.0      169.0      42.0      172.0      MQ   \n",
+       "104431  2013     12   23    2322.0      143.0      59.0      135.0      B6   \n",
+       "104432  2013     12   23    2324.0      149.0     254.0      144.0      DL   \n",
+       "104433  2013     12   23    2327.0      133.0     112.0      128.0      EV   \n",
+       "104434  2013     12   23    2329.0       70.0     433.0       89.0      B6   \n",
+       "104435  2013     12   23    2329.0      203.0     124.0      194.0      EV   \n",
+       "104437  2013     12   23    2332.0      167.0     259.0      180.0      B6   \n",
+       "104438  2013     12   23    2333.0       98.0      19.0       82.0      EV   \n",
+       "104440  2013     12   23    2336.0      238.0     143.0      239.0      EV   \n",
+       "104441  2013     12   23    2337.0       72.0     256.0       85.0      B6   \n",
+       "104442  2013     12   23    2344.0      141.0     207.0      135.0      B6   \n",
+       "104443  2013     12   23    2344.0      148.0     216.0      147.0      EV   \n",
+       "104444  2013     12   23    2346.0      233.0     204.0      241.0      EV   \n",
+       "104446  2013     12   23    2349.0      110.0     101.0      100.0      EV   \n",
+       "104448  2013     12   23    2351.0      141.0      55.0      130.0      MQ   \n",
+       "104449  2013     12   23    2354.0      119.0     248.0      122.0      B6   \n",
+       "104610  2013     12   24     812.0       71.0    1122.0       74.0      B6   \n",
+       "104731  2013     12   24    1022.0      142.0    1345.0      160.0      DL   \n",
+       "104737  2013     12   24    1026.0       86.0    1141.0       78.0      US   \n",
+       "104742  2013     12   24    1035.0      120.0    1243.0       97.0      9E   \n",
+       "104809  2013     12   24    1206.0       66.0    1528.0       78.0      DL   \n",
+       "104882  2013     12   24    1349.0       94.0    1559.0       74.0      WN   \n",
+       "104895  2013     12   24    1413.0       63.0    1708.0       62.0      B6   \n",
+       "104990  2013     12   24    1555.0       61.0    1713.0       42.0      9E   \n",
+       "104993  2013     12   24    1600.0       61.0    2050.0       57.0      B6   \n",
+       "105014  2013     12   24    1630.0       95.0    1941.0       81.0      AA   \n",
+       "105044  2013     12   24    1703.0       78.0    1915.0       50.0      WN   \n",
+       "105080  2013     12   24    1739.0       99.0    1926.0       84.0      EV   \n",
+       "105082  2013     12   24    1744.0       67.0    1847.0       56.0      EV   \n",
+       "105088  2013     12   24    1750.0      135.0    2038.0      109.0      DL   \n",
+       "105095  2013     12   24    1801.0      251.0    2108.0      243.0      AA   \n",
+       "105096  2013     12   24    1805.0       95.0    2052.0       58.0      UA   \n",
+       "105142  2013     12   24    1913.0       71.0    2156.0       50.0      UA   \n",
+       "105155  2013     12   24    1932.0      137.0    2153.0      183.0      MQ   \n",
+       "105160  2013     12   24    1943.0       75.0    2208.0       36.0      UA   \n",
+       "105175  2013     12   24    2016.0      286.0    2326.0      251.0      AA   \n",
+       "105197  2013     12   24    2059.0      210.0    2339.0      184.0      UA   \n",
+       "105219  2013     12   24    2247.0       66.0     139.0       62.0      B6   \n",
+       "105299  2013     12   25     736.0       66.0    1132.0       74.0      US   \n",
+       "105355  2013     12   25     849.0       79.0    1123.0       43.0      AA   \n",
+       "105400  2013     12   25     953.0      113.0    1244.0       93.0      DL   \n",
+       "105409  2013     12   25    1006.0      146.0    1253.0      120.0      DL   \n",
+       "105420  2013     12   25    1022.0      124.0    1120.0      108.0      UA   \n",
+       "105442  2013     12   25    1105.0       65.0    1332.0       40.0      UA   \n",
+       "105462  2013     12   25    1142.0      102.0    1408.0       83.0      DL   \n",
+       "105488  2013     12   25    1211.0      189.0    1353.0      180.0      EV   \n",
+       "105489  2013     12   25    1213.0      198.0    1437.0      175.0      UA   \n",
+       "105512  2013     12   25    1246.0       77.0    1525.0       45.0      UA   \n",
+       "105517  2013     12   25    1254.0      234.0    1726.0      222.0      DL   \n",
+       "105518  2013     12   25    1255.0       86.0    1442.0       66.0      DL   \n",
+       "105532  2013     12   25    1307.0      147.0    1418.0      139.0      B6   \n",
+       "105575  2013     12   25    1410.0      321.0    1534.0      292.0      EV   \n",
+       "105654  2013     12   25    1533.0       64.0    1716.0       52.0      EV   \n",
+       "105690  2013     12   25    1624.0      125.0    1912.0      117.0      UA   \n",
+       "105698  2013     12   25    1629.0      104.0    1925.0       96.0      DL   \n",
+       "105707  2013     12   25    1649.0      170.0    1920.0      194.0      B6   \n",
+       "105736  2013     12   25    1715.0       70.0    1907.0       60.0      EV   \n",
+       "105742  2013     12   25    1720.0       80.0    1845.0       75.0      MQ   \n",
+       "105762  2013     12   25    1740.0       71.0    1916.0       92.0      EV   \n",
+       "105793  2013     12   25    1817.0       92.0    2127.0       77.0      DL   \n",
+       "105818  2013     12   25    1836.0       96.0    2058.0       71.0      DL   \n",
+       "105841  2013     12   25    1903.0      193.0    2214.0      182.0      DL   \n",
+       "105842  2013     12   25    1903.0      123.0    2205.0       97.0      DL   \n",
+       "105886  2013     12   25    2008.0       89.0    2154.0       86.0      9E   \n",
+       "105904  2013     12   25    2041.0       71.0    2154.0       46.0      9E   \n",
+       "105917  2013     12   25    2111.0      251.0    2256.0      250.0      EV   \n",
+       "105933  2013     12   25    2153.0       83.0      46.0       59.0      UA   \n",
+       "105936  2013     12   25    2219.0       69.0     102.0       83.0      B6   \n",
+       "106063  2013     12   26     734.0       89.0     949.0       78.0      EV   \n",
+       "106077  2013     12   26     749.0       74.0    1106.0       49.0      UA   \n",
+       "106137  2013     12   26     832.0       62.0    1145.0       65.0      AA   \n",
+       "106155  2013     12   26     854.0       99.0    1109.0       89.0      MQ   \n",
+       "106200  2013     12   26     941.0      101.0    1051.0       97.0      UA   \n",
+       "106228  2013     12   26    1015.0       70.0    1331.0       72.0      B6   \n",
+       "106236  2013     12   26    1022.0      107.0    1219.0       99.0      EV   \n",
+       "106239  2013     12   26    1026.0      116.0    1135.0      105.0      9E   \n",
+       "106247  2013     12   26    1035.0       85.0    1140.0       75.0      B6   \n",
+       "106263  2013     12   26    1106.0       66.0    1402.0       75.0      B6   \n",
+       "106272  2013     12   26    1118.0      162.0    1311.0      157.0      EV   \n",
+       "106277  2013     12   26    1122.0       67.0    1409.0       51.0      UA   \n",
+       "106279  2013     12   26    1124.0       95.0    1432.0       91.0      UA   \n",
+       "106280  2013     12   26    1125.0      145.0    1401.0      134.0      DL   \n",
+       "106303  2013     12   26    1200.0       72.0    1512.0       78.0      B6   \n",
+       "106325  2013     12   26    1224.0      175.0    1320.0      143.0      EV   \n",
+       "106333  2013     12   26    1231.0      104.0    1354.0       98.0      EV   \n",
+       "106334  2013     12   26    1233.0       78.0    1610.0       98.0      DL   \n",
+       "106376  2013     12   26    1327.0       72.0    1552.0       67.0      MQ   \n",
+       "106393  2013     12   26    1349.0      164.0    1519.0      158.0      EV   \n",
+       "106406  2013     12   26    1404.0       64.0    1515.0       61.0      B6   \n",
+       "106409  2013     12   26    1408.0       98.0    1512.0       94.0      UA   \n",
+       "106415  2013     12   26    1422.0      252.0    1638.0      252.0      EV   \n",
+       "106428  2013     12   26    1437.0       82.0    1617.0       71.0      US   \n",
+       "106429  2013     12   26    1438.0       99.0    1552.0       92.0      EV   \n",
+       "106457  2013     12   26    1457.0      105.0    1849.0      163.0      B6   \n",
+       "106460  2013     12   26    1458.0       89.0    1710.0      100.0      EV   \n",
+       "106473  2013     12   26    1511.0      196.0    1732.0      195.0      EV   \n",
+       "106476  2013     12   26    1514.0      105.0    1621.0       96.0      EV   \n",
+       "106510  2013     12   26    1537.0       97.0    1834.0       96.0      UA   \n",
+       "106515  2013     12   26    1544.0      120.0    1855.0      121.0      UA   \n",
+       "106534  2013     12   26    1601.0       66.0    1920.0       60.0      AA   \n",
+       "106542  2013     12   26    1608.0      248.0    2056.0      242.0      UA   \n",
+       "106544  2013     12   26    1613.0       61.0    1825.0       51.0      EV   \n",
+       "106548  2013     12   26    1618.0      158.0    1744.0      144.0      EV   \n",
+       "106571  2013     12   26    1638.0      123.0    1845.0      121.0      EV   \n",
+       "106596  2013     12   26    1701.0       76.0    1914.0       59.0      WN   \n",
+       "106617  2013     12   26    1725.0       70.0    1849.0       49.0      MQ   \n",
+       "106648  2013     12   26    1752.0       83.0    2049.0       77.0      B6   \n",
+       "106652  2013     12   26    1753.0      208.0    1924.0      195.0      EV   \n",
+       "106654  2013     12   26    1755.0      144.0    2015.0      161.0      EV   \n",
+       "106655  2013     12   26    1755.0      100.0    1928.0       75.0      EV   \n",
+       "106657  2013     12   26    1756.0      164.0    1940.0      170.0      EV   \n",
+       "106672  2013     12   26    1812.0       92.0    1930.0       70.0      MQ   \n",
+       "106673  2013     12   26    1813.0       81.0    1922.0       78.0      B6   \n",
+       "106679  2013     12   26    1821.0       81.0    1932.0       76.0      B6   \n",
+       "106708  2013     12   26    1851.0      116.0    2105.0      114.0      EV   \n",
+       "106715  2013     12   26    1853.0       78.0    2013.0       77.0      EV   \n",
+       "106718  2013     12   26    1855.0       86.0    2211.0       68.0      UA   \n",
+       "106727  2013     12   26    1901.0      122.0    2024.0      117.0      B6   \n",
+       "106762  2013     12   26    1943.0       73.0    2243.0       65.0      B6   \n",
+       "106776  2013     12   26    2005.0       96.0    2113.0       55.0      EV   \n",
+       "106781  2013     12   26    2011.0       71.0    2250.0       69.0      DL   \n",
+       "106786  2013     12   26    2016.0       61.0    2308.0       49.0      DL   \n",
+       "106795  2013     12   26    2029.0      164.0    2158.0      146.0      EV   \n",
+       "106798  2013     12   26    2031.0       92.0    2222.0       76.0      9E   \n",
+       "106800  2013     12   26    2034.0       79.0    2241.0       48.0      DL   \n",
+       "106805  2013     12   26    2038.0       68.0    2314.0       38.0      DL   \n",
+       "106807  2013     12   26    2039.0      188.0    2304.0      186.0      EV   \n",
+       "106823  2013     12   26    2101.0       62.0    2254.0       31.0      EV   \n",
+       "106829  2013     12   26    2113.0      122.0       5.0       97.0      UA   \n",
+       "106830  2013     12   26    2119.0      115.0    2226.0       99.0      EV   \n",
+       "106835  2013     12   26    2130.0       69.0       2.0       82.0      EV   \n",
+       "106839  2013     12   26    2137.0      145.0    2300.0      133.0      EV   \n",
+       "106850  2013     12   26    2153.0       73.0      11.0       60.0      EV   \n",
+       "106853  2013     12   26    2201.0       62.0     106.0       55.0      UA   \n",
+       "106854  2013     12   26    2208.0       83.0     137.0       98.0      B6   \n",
+       "106856  2013     12   26    2209.0       64.0    2316.0       47.0      EV   \n",
+       "106858  2013     12   26    2218.0       80.0      21.0       68.0      EV   \n",
+       "106859  2013     12   26    2219.0      114.0    2342.0       97.0      AA   \n",
+       "106863  2013     12   26    2232.0       82.0      59.0       80.0      B6   \n",
+       "106867  2013     12   26    2247.0       62.0     127.0       68.0      B6   \n",
+       "106870  2013     12   26    2251.0      191.0     100.0      187.0      EV   \n",
+       "106871  2013     12   26    2303.0      100.0     112.0       80.0      B6   \n",
+       "106873  2013     12   26    2303.0      130.0     137.0      124.0      EV   \n",
+       "106875  2013     12   26    2308.0      173.0       9.0      163.0      B6   \n",
+       "106876  2013     12   26    2311.0      107.0      22.0       95.0      UA   \n",
+       "106888  2013     12   27       8.0      159.0     238.0      136.0      B6   \n",
+       "106889  2013     12   27      40.0      275.0     319.0      263.0      B6   \n",
+       "106890  2013     12   27     102.0       63.0     541.0       64.0      B6   \n",
+       "106891  2013     12   27     112.0      102.0     543.0       94.0      B6   \n",
+       "106892  2013     12   27     120.0       81.0     547.0       67.0      B6   \n",
+       "107045  2013     12   27     803.0      123.0    1012.0      129.0      EV   \n",
+       "107091  2013     12   27     835.0      155.0     950.0      147.0      EV   \n",
+       "107096  2013     12   27     843.0       73.0    1143.0       68.0      WN   \n",
+       "107153  2013     12   27     944.0       87.0    1047.0       76.0      EV   \n",
+       "107157  2013     12   27     948.0       72.0    1104.0       71.0      B6   \n",
+       "107159  2013     12   27     950.0       80.0    1104.0       64.0      EV   \n",
+       "107160  2013     12   27     950.0      100.0    1109.0       74.0      EV   \n",
+       "107168  2013     12   27     955.0       63.0    1104.0       53.0      EV   \n",
+       "107173  2013     12   27    1002.0       73.0    1321.0       71.0      B6   \n",
+       "107188  2013     12   27    1014.0       72.0    1209.0       76.0      EV   \n",
+       "107219  2013     12   27    1050.0       62.0    1311.0        2.0      UA   \n",
+       "107272  2013     12   27    1206.0      136.0    1400.0      110.0      EV   \n",
+       "107293  2013     12   27    1242.0      102.0    1345.0       82.0      EV   \n",
+       "107323  2013     12   27    1321.0       81.0    1441.0       86.0      9E   \n",
+       "107333  2013     12   27    1334.0      134.0    1614.0      135.0      EV   \n",
+       "107346  2013     12   27    1343.0       82.0    1612.0       78.0      EV   \n",
+       "107354  2013     12   27    1353.0       63.0    1523.0       50.0      9E   \n",
+       "107366  2013     12   27    1400.0       65.0    1659.0       54.0      AA   \n",
+       "107384  2013     12   27    1430.0      104.0    1717.0       99.0      B6   \n",
+       "107404  2013     12   27    1449.0      114.0    1747.0      102.0      WN   \n",
+       "107437  2013     12   27    1509.0       89.0    1759.0       81.0      UA   \n",
+       "107461  2013     12   27    1531.0      101.0    1729.0       87.0      EV   \n",
+       "107469  2013     12   27    1538.0      138.0    1700.0      130.0      WN   \n",
+       "107479  2013     12   27    1550.0       83.0    1832.0       35.0      UA   \n",
+       "107496  2013     12   27    1606.0       77.0    1912.0       75.0      UA   \n",
+       "107500  2013     12   27    1612.0      163.0    1901.0      146.0      UA   \n",
+       "107519  2013     12   27    1628.0       87.0    1734.0       63.0      EV   \n",
+       "107522  2013     12   27    1630.0       91.0    2101.0       68.0      B6   \n",
+       "107531  2013     12   27    1637.0       97.0    1901.0       78.0      DL   \n",
+       "107545  2013     12   27    1655.0      116.0    1857.0      117.0      EV   \n",
+       "107562  2013     12   27    1709.0       64.0    1906.0       30.0      9E   \n",
+       "107590  2013     12   27    1733.0       93.0    1924.0       82.0      EV   \n",
+       "107600  2013     12   27    1739.0       88.0    2059.0      104.0      B6   \n",
+       "107615  2013     12   27    1754.0       99.0    1922.0       97.0      9E   \n",
+       "107619  2013     12   27    1757.0      117.0    2050.0      103.0      B6   \n",
+       "107621  2013     12   27    1758.0      105.0    2056.0      103.0      B6   \n",
+       "107629  2013     12   27    1803.0       63.0    2047.0       52.0      AA   \n",
+       "107641  2013     12   27    1818.0       63.0    2138.0       63.0      AA   \n",
+       "107644  2013     12   27    1820.0      171.0    2134.0      189.0      B6   \n",
+       "107648  2013     12   27    1826.0       81.0    2106.0       87.0      EV   \n",
+       "107654  2013     12   27    1836.0      127.0    2123.0      111.0      B6   \n",
+       "107683  2013     12   27    1858.0       89.0    2218.0       99.0      UA   \n",
+       "107690  2013     12   27    1907.0       67.0    2019.0       59.0      UA   \n",
+       "107711  2013     12   27    1925.0       70.0    2130.0       49.0      EV   \n",
+       "107720  2013     12   27    1936.0       66.0    2204.0        5.0      9E   \n",
+       "107728  2013     12   27    1951.0      101.0    2214.0       45.0      B6   \n",
+       "107731  2013     12   27    1953.0       84.0    2141.0       68.0      US   \n",
+       "107735  2013     12   27    1955.0      120.0    2115.0       93.0      EV   \n",
+       "107747  2013     12   27    2005.0       66.0    2152.0       27.0      EV   \n",
+       "107764  2013     12   27    2025.0      115.0    2345.0      127.0      B6   \n",
+       "107767  2013     12   27    2028.0      118.0    2335.0       74.0      UA   \n",
+       "107768  2013     12   27    2029.0       64.0    2328.0       48.0      UA   \n",
+       "107813  2013     12   27    2134.0       64.0    2255.0       50.0      WN   \n",
+       "107836  2013     12   27    2223.0       84.0     110.0       54.0      UA   \n",
+       "107843  2013     12   27    2300.0      120.0      46.0      111.0      EV   \n",
+       "107847  2013     12   27    2344.0      119.0     221.0      122.0      B6   \n",
+       "107851  2013     12   28      56.0      131.0     345.0      138.0      B6   \n",
+       "107939  2013     12   28     717.0       77.0     934.0       64.0      WN   \n",
+       "108079  2013     12   28     934.0       64.0    1157.0       57.0      9E   \n",
+       "108109  2013     12   28    1007.0      107.0    1118.0       98.0      MQ   \n",
+       "108130  2013     12   28    1033.0       88.0    1145.0       81.0      B6   \n",
+       "108147  2013     12   28    1104.0      165.0    1353.0      154.0      UA   \n",
+       "108162  2013     12   28    1140.0      105.0    1252.0       76.0      9E   \n",
+       "108189  2013     12   28    1204.0       69.0    1451.0       60.0      UA   \n",
+       "108194  2013     12   28    1209.0      129.0    1356.0       99.0      EV   \n",
+       "108208  2013     12   28    1247.0      127.0    1408.0      129.0      B6   \n",
+       "108223  2013     12   28    1315.0       65.0    1440.0       49.0      EV   \n",
+       "108229  2013     12   28    1321.0       71.0    1620.0       60.0      AA   \n",
+       "108232  2013     12   28    1326.0       86.0    1428.0       73.0      MQ   \n",
+       "108266  2013     12   28    1414.0       87.0    1515.0       84.0      B6   \n",
+       "108284  2013     12   28    1435.0       74.0    1735.0       79.0      B6   \n",
+       "108323  2013     12   28    1513.0       63.0    1619.0       54.0      9E   \n",
+       "108347  2013     12   28    1534.0      109.0    1826.0      100.0      UA   \n",
+       "108353  2013     12   28    1542.0       72.0    1805.0       66.0      UA   \n",
+       "108363  2013     12   28    1554.0       65.0    1859.0       62.0      UA   \n",
+       "108372  2013     12   28    1558.0       63.0    1857.0       52.0      AA   \n",
+       "108396  2013     12   28    1631.0      122.0    1853.0      110.0      B6   \n",
+       "108430  2013     12   28    1707.0      132.0    1810.0      105.0      MQ   \n",
+       "108441  2013     12   28    1720.0       67.0    2003.0       50.0      B6   \n",
+       "108506  2013     12   28    1829.0      314.0    2228.0      331.0      US   \n",
+       "108532  2013     12   28    1857.0      107.0    2045.0       95.0      MQ   \n",
+       "108562  2013     12   28    1938.0       68.0    2219.0       55.0      B6   \n",
+       "108573  2013     12   28    1953.0       68.0    2250.0       30.0      UA   \n",
+       "108575  2013     12   28    1955.0       85.0    2312.0       94.0      B6   \n",
+       "108591  2013     12   28    2020.0       82.0    2302.0       72.0      B6   \n",
+       "108606  2013     12   28    2044.0      134.0      24.0      139.0      B6   \n",
+       "108610  2013     12   28    2050.0       80.0    2226.0       71.0      MQ   \n",
+       "108641  2013     12   28    2201.0      106.0    2310.0      104.0      B6   \n",
+       "108642  2013     12   28    2201.0      100.0     125.0       88.0      B6   \n",
+       "108644  2013     12   28    2207.0       61.0      52.0       45.0      B6   \n",
+       "108648  2013     12   28    2227.0      102.0     252.0       77.0      B6   \n",
+       "108649  2013     12   28    2236.0       67.0     112.0       50.0      B6   \n",
+       "108651  2013     12   28    2244.0       69.0     130.0       71.0      B6   \n",
+       "108656  2013     12   28    2252.0      113.0      15.0       91.0      B6   \n",
+       "108665  2013     12   29      39.0       69.0     530.0       81.0      B6   \n",
+       "108666  2013     12   29     155.0      190.0     251.0      176.0      B6   \n",
+       "108812  2013     12   29     821.0       76.0    1321.0       85.0      B6   \n",
+       "109009  2013     12   29    1229.0      284.0    1503.0      288.0      DL   \n",
+       "109077  2013     12   29    1400.0       61.0    1618.0       65.0      EV   \n",
+       "109078  2013     12   29    1400.0      306.0    1656.0      284.0      UA   \n",
+       "109128  2013     12   29    1503.0      124.0    1756.0       77.0      UA   \n",
+       "109141  2013     12   29    1511.0       72.0    1625.0       77.0      B6   \n",
+       "109153  2013     12   29    1524.0      115.0    1703.0      143.0      B6   \n",
+       "109173  2013     12   29    1541.0      161.0    1728.0      194.0      B6   \n",
+       "109180  2013     12   29    1549.0      110.0    1854.0      168.0      B6   \n",
+       "109184  2013     12   29    1550.0       61.0    1911.0       74.0      UA   \n",
+       "109196  2013     12   29    1605.0       65.0    1952.0      107.0      MQ   \n",
+       "109204  2013     12   29    1611.0       91.0    1808.0       87.0      DL   \n",
+       "109205  2013     12   29    1612.0      193.0    1932.0      198.0      AA   \n",
+       "109222  2013     12   29    1633.0       62.0    1938.0       73.0      UA   \n",
+       "109223  2013     12   29    1634.0       93.0    1747.0       76.0      EV   \n",
+       "109234  2013     12   29    1651.0       81.0    1917.0       72.0      EV   \n",
+       "109235  2013     12   29    1651.0       66.0    1943.0       93.0      MQ   \n",
+       "109237  2013     12   29    1656.0       66.0    1840.0       78.0      9E   \n",
+       "109276  2013     12   29    1744.0      164.0    2046.0      153.0      UA   \n",
+       "109287  2013     12   29    1801.0       91.0    2102.0       87.0      WN   \n",
+       "109294  2013     12   29    1812.0      197.0    2059.0      174.0      AA   \n",
+       "109298  2013     12   29    1815.0       76.0    2112.0       85.0      DL   \n",
+       "109299  2013     12   29    1815.0      110.0    1935.0      100.0      MQ   \n",
+       "109301  2013     12   29    1817.0       92.0    1937.0       82.0      WN   \n",
+       "109302  2013     12   29    1818.0      148.0    2055.0      144.0      DL   \n",
+       "109307  2013     12   29    1823.0       83.0    1939.0       74.0      MQ   \n",
+       "109323  2013     12   29    1837.0       88.0    2206.0      106.0      B6   \n",
+       "109328  2013     12   29    1844.0      105.0    2214.0      100.0      B6   \n",
+       "109331  2013     12   29    1846.0      111.0    2112.0      121.0      EV   \n",
+       "109334  2013     12   29    1849.0      158.0    2206.0      171.0      B6   \n",
+       "109337  2013     12   29    1851.0       71.0    2007.0       67.0      B6   \n",
+       "109338  2013     12   29    1853.0       98.0    2230.0      115.0      AA   \n",
+       "109340  2013     12   29    1853.0      113.0    2103.0      150.0      UA   \n",
+       "109348  2013     12   29    1858.0      113.0    2131.0      112.0      EV   \n",
+       "109356  2013     12   29    1905.0       95.0    2211.0       76.0      AA   \n",
+       "109360  2013     12   29    1913.0       73.0    2106.0       86.0      MQ   \n",
+       "109361  2013     12   29    1914.0      109.0    2027.0      102.0      AA   \n",
+       "109362  2013     12   29    1914.0      129.0    2026.0      124.0      EV   \n",
+       "109365  2013     12   29    1915.0      120.0    2115.0      145.0      MQ   \n",
+       "109372  2013     12   29    1926.0      176.0      33.0      183.0      AA   \n",
+       "109379  2013     12   29    1932.0      123.0    2134.0      122.0      EV   \n",
+       "109386  2013     12   29    1938.0      128.0    2245.0      140.0      AA   \n",
+       "109388  2013     12   29    1941.0      146.0    2149.0      154.0      AA   \n",
+       "109390  2013     12   29    1943.0      158.0    2312.0      177.0      AA   \n",
+       "109392  2013     12   29    1946.0       76.0    2252.0       74.0      B6   \n",
+       "109396  2013     12   29    1959.0      134.0    2337.0      132.0      AA   \n",
+       "109402  2013     12   29    2003.0       86.0    2148.0       99.0      B6   \n",
+       "109406  2013     12   29    2009.0       79.0    2345.0       85.0      AA   \n",
+       "109407  2013     12   29    2010.0      166.0    2308.0      169.0      B6   \n",
+       "109412  2013     12   29    2015.0      120.0    2156.0      116.0      9E   \n",
+       "109413  2013     12   29    2015.0      165.0    2155.0      161.0      B6   \n",
+       "109417  2013     12   29    2017.0       72.0    2307.0       68.0      9E   \n",
+       "109418  2013     12   29    2019.0       79.0    2317.0       62.0      AA   \n",
+       "109423  2013     12   29    2025.0      110.0    2225.0      109.0      EV   \n",
+       "109424  2013     12   29    2026.0       71.0    2321.0       62.0      DL   \n",
+       "109426  2013     12   29    2031.0       61.0    2356.0       81.0      AA   \n",
+       "109427  2013     12   29    2032.0       62.0    2209.0       61.0      9E   \n",
+       "109428  2013     12   29    2032.0      152.0    2246.0      130.0      DL   \n",
+       "109430  2013     12   29    2034.0      179.0    2141.0      165.0      EV   \n",
+       "109431  2013     12   29    2034.0       69.0    2225.0       62.0      EV   \n",
+       "109435  2013     12   29    2036.0      136.0    2350.0      125.0      AA   \n",
+       "109436  2013     12   29    2037.0       77.0    2200.0       65.0      WN   \n",
+       "109437  2013     12   29    2038.0      198.0    2355.0      205.0      AA   \n",
+       "109438  2013     12   29    2042.0       62.0    2241.0       35.0      EV   \n",
+       "109439  2013     12   29    2043.0      148.0       8.0      128.0      UA   \n",
+       "109440  2013     12   29    2044.0      194.0     245.0        NaN      EV   \n",
+       "109446  2013     12   29    2059.0       73.0    2336.0       44.0      DL   \n",
+       "109447  2013     12   29    2100.0       99.0    2333.0       92.0      EV   \n",
+       "109450  2013     12   29    2101.0      194.0    2312.0      200.0      EV   \n",
+       "109451  2013     12   29    2102.0       82.0    2304.0       71.0      EV   \n",
+       "109453  2013     12   29    2104.0      125.0    2400.0      130.0      B6   \n",
+       "109459  2013     12   29    2111.0       96.0    2229.0       94.0      EV   \n",
+       "109460  2013     12   29    2112.0      102.0    2307.0       77.0      9E   \n",
+       "109462  2013     12   29    2115.0       70.0      12.0       76.0      B6   \n",
+       "109463  2013     12   29    2115.0      120.0     100.0      118.0      DL   \n",
+       "109465  2013     12   29    2122.0       87.0       6.0       85.0      DL   \n",
+       "109470  2013     12   29    2131.0       62.0      35.0       56.0      UA   \n",
+       "109471  2013     12   29    2133.0      243.0    2321.0      231.0      B6   \n",
+       "109473  2013     12   29    2133.0      158.0    2309.0      149.0      MQ   \n",
+       "109475  2013     12   29    2139.0       74.0     100.0       80.0      UA   \n",
+       "109477  2013     12   29    2145.0       83.0    2244.0       62.0      UA   \n",
+       "109479  2013     12   29    2146.0       83.0     231.0       69.0      UA   \n",
+       "109481  2013     12   29    2147.0      107.0      36.0       91.0      UA   \n",
+       "109482  2013     12   29    2147.0      225.0      34.0      193.0      UA   \n",
+       "109483  2013     12   29    2150.0      215.0    2316.0      207.0      9E   \n",
+       "109484  2013     12   29    2156.0       70.0     108.0       70.0      B6   \n",
+       "109485  2013     12   29    2156.0      108.0      59.0      105.0      UA   \n",
+       "109487  2013     12   29    2200.0       90.0    2323.0       78.0      WN   \n",
+       "109488  2013     12   29    2201.0      106.0    2350.0      144.0      B6   \n",
+       "109490  2013     12   29    2202.0       82.0     126.0       87.0      B6   \n",
+       "109491  2013     12   29    2203.0       88.0     105.0       78.0      DL   \n",
+       "109492  2013     12   29    2204.0      146.0       4.0      140.0      EV   \n",
+       "109497  2013     12   29    2209.0      124.0    2346.0      141.0      EV   \n",
+       "109498  2013     12   29    2209.0      144.0       5.0      155.0      MQ   \n",
+       "109499  2013     12   29    2213.0       74.0    2353.0       69.0      B6   \n",
+       "109500  2013     12   29    2217.0      110.0    2356.0      116.0      9E   \n",
+       "109501  2013     12   29    2219.0       86.0      51.0       78.0      EV   \n",
+       "109503  2013     12   29    2223.0       68.0       9.0       59.0      EV   \n",
+       "109505  2013     12   29    2224.0      219.0      17.0      196.0      EV   \n",
+       "109506  2013     12   29    2228.0      119.0     154.0      154.0      EV   \n",
+       "109508  2013     12   29    2230.0      246.0    2340.0      235.0      EV   \n",
+       "109511  2013     12   29    2240.0      100.0       3.0       98.0      MQ   \n",
+       "109512  2013     12   29    2241.0      222.0       8.0      182.0      9E   \n",
+       "109513  2013     12   29    2246.0      121.0     224.0      145.0      B6   \n",
+       "109514  2013     12   29    2253.0       63.0    2353.0       63.0      EV   \n",
+       "109515  2013     12   29    2258.0       63.0     153.0       67.0      B6   \n",
+       "109516  2013     12   29    2259.0      113.0     149.0      102.0      B6   \n",
+       "109521  2013     12   29    2309.0       74.0      59.0       85.0      B6   \n",
+       "109523  2013     12   29    2315.0      105.0     154.0      115.0      B6   \n",
+       "109524  2013     12   29    2317.0      157.0      45.0      145.0      MQ   \n",
+       "109526  2013     12   29    2332.0       97.0      14.0       74.0      EV   \n",
+       "109528  2013     12   29    2341.0      163.0     152.0      159.0      EV   \n",
+       "109529  2013     12   29    2348.0      198.0     108.0      198.0      MQ   \n",
+       "109532  2013     12   29    2400.0      420.0     302.0      397.0      AA   \n",
+       "109555  2013     12   30      53.0      118.0     148.0      112.0      B6   \n",
+       "109556  2013     12   30     125.0      210.0     420.0      214.0      B6   \n",
+       "109646  2013     12   30     708.0       68.0     925.0       82.0      EV   \n",
+       "109696  2013     12   30     758.0      138.0    1138.0      168.0      AA   \n",
+       "109706  2013     12   30     801.0       91.0     900.0       74.0      UA   \n",
+       "109730  2013     12   30     817.0      112.0     910.0       95.0      B6   \n",
+       "109754  2013     12   30     837.0       81.0    1131.0       75.0      UA   \n",
+       "109802  2013     12   30     922.0      178.0    1242.0      199.0      UA   \n",
+       "109812  2013     12   30     931.0      101.0    1154.0       96.0      EV   \n",
+       "109818  2013     12   30     936.0      109.0    1300.0      132.0      UA   \n",
+       "109828  2013     12   30     946.0       84.0    1118.0       87.0      EV   \n",
+       "109838  2013     12   30     957.0       82.0    1228.0      108.0      EV   \n",
+       "109867  2013     12   30    1023.0      103.0    1307.0      112.0      MQ   \n",
+       "109917  2013     12   30    1146.0      106.0    1447.0      120.0      B6   \n",
+       "109920  2013     12   30    1150.0       64.0    1335.0       73.0      UA   \n",
+       "109948  2013     12   30    1219.0       63.0    1458.0       63.0      EV   \n",
+       "109950  2013     12   30    1221.0       80.0    1339.0       61.0      EV   \n",
+       "110020  2013     12   30    1354.0       69.0    1602.0       63.0      EV   \n",
+       "110021  2013     12   30    1354.0       99.0    1551.0       95.0      EV   \n",
+       "110034  2013     12   30    1405.0       65.0    1709.0       73.0      UA   \n",
+       "110044  2013     12   30    1429.0       79.0    1546.0       75.0      EV   \n",
+       "110092  2013     12   30    1503.0      162.0    1802.0      188.0      EV   \n",
+       "110100  2013     12   30    1510.0      205.0    1749.0      221.0      DL   \n",
+       "110105  2013     12   30    1513.0      103.0    1956.0      102.0      B6   \n",
+       "110130  2013     12   30    1533.0       93.0    1828.0      113.0      DL   \n",
+       "110137  2013     12   30    1538.0       68.0    1801.0       62.0      UA   \n",
+       "110162  2013     12   30    1607.0      158.0    1713.0      153.0      B6   \n",
+       "110165  2013     12   30    1611.0      251.0    2058.0      244.0      UA   \n",
+       "110185  2013     12   30    1630.0       70.0    1910.0       80.0      MQ   \n",
+       "110188  2013     12   30    1632.0       63.0    1842.0       34.0      EV   \n",
+       "110189  2013     12   30    1633.0       88.0    1854.0       89.0      EV   \n",
+       "110205  2013     12   30    1650.0       85.0    1840.0       80.0      MQ   \n",
+       "110210  2013     12   30    1654.0       85.0    2042.0      137.0      B6   \n",
+       "110225  2013     12   30    1705.0       65.0    1855.0       85.0      MQ   \n",
+       "110226  2013     12   30    1706.0       96.0    1953.0      108.0      EV   \n",
+       "110231  2013     12   30    1709.0       77.0    1909.0      103.0      EV   \n",
+       "110258  2013     12   30    1734.0       98.0    2042.0       88.0      B6   \n",
+       "110282  2013     12   30    1755.0       85.0    2047.0      102.0      MQ   \n",
+       "110284  2013     12   30    1759.0      148.0    2028.0      174.0      EV   \n",
+       "110294  2013     12   30    1814.0       74.0    2106.0       71.0      AA   \n",
+       "110312  2013     12   30    1826.0       94.0    2009.0      107.0      EV   \n",
+       "110322  2013     12   30    1837.0      128.0    2153.0      141.0      B6   \n",
+       "110328  2013     12   30    1842.0      162.0    2031.0      147.0      9E   \n",
+       "110358  2013     12   30    1908.0       68.0    2058.0       83.0      MQ   \n",
+       "110363  2013     12   30    1916.0       76.0    2134.0       58.0      DL   \n",
+       "110373  2013     12   30    1922.0      112.0    2122.0      128.0      B6   \n",
+       "110402  2013     12   30    1958.0      203.0    2100.0      184.0      UA   \n",
+       "110410  2013     12   30    2004.0       64.0    2318.0       51.0      UA   \n",
+       "110432  2013     12   30    2035.0      125.0       8.0      107.0      UA   \n",
+       "110452  2013     12   30    2111.0      116.0      31.0       89.0      DL   \n",
+       "110470  2013     12   30    2141.0      206.0       2.0      201.0      EV   \n",
+       "110476  2013     12   30    2146.0      154.0    2323.0      156.0      EV   \n",
+       "110480  2013     12   30    2152.0       90.0    2253.0       71.0      UA   \n",
+       "110483  2013     12   30    2202.0      292.0     130.0      283.0      B6   \n",
+       "110484  2013     12   30    2202.0       64.0      18.0       65.0      EV   \n",
+       "110488  2013     12   30    2229.0       69.0    2332.0       61.0      9E   \n",
+       "110490  2013     12   30    2233.0       78.0      27.0       72.0      MQ   \n",
+       "110491  2013     12   30    2237.0       68.0    2331.0       51.0      UA   \n",
+       "110493  2013     12   30    2249.0       95.0      45.0      101.0      EV   \n",
+       "110496  2013     12   30    2254.0      121.0     133.0      120.0      EV   \n",
+       "110498  2013     12   30    2303.0       86.0    2354.0       77.0      EV   \n",
+       "110499  2013     12   30    2312.0       73.0     234.0      109.0      B6   \n",
+       "110502  2013     12   30    2328.0       98.0     236.0      105.0      B6   \n",
+       "110503  2013     12   30    2332.0      111.0     240.0      123.0      B6   \n",
+       "110505  2013     12   30    2356.0      116.0     154.0      135.0      B6   \n",
+       "110522  2013     12   31      26.0      101.0     129.0       96.0      B6   \n",
+       "110653  2013     12   31     802.0      122.0    1157.0      140.0      UA   \n",
+       "110725  2013     12   31     910.0       81.0    1301.0      118.0      UA   \n",
+       "110731  2013     12   31     920.0      114.0    1030.0      110.0      EV   \n",
+       "110754  2013     12   31     949.0       80.0    1146.0       82.0      EV   \n",
+       "110774  2013     12   31    1020.0       70.0    1126.0       61.0      B6   \n",
+       "110776  2013     12   31    1021.0       92.0    1343.0       93.0      B6   \n",
+       "110793  2013     12   31    1046.0       96.0    1358.0       83.0      AA   \n",
+       "110807  2013     12   31    1107.0       81.0    1406.0       68.0      UA   \n",
+       "110811  2013     12   31    1119.0       69.0    1352.0       86.0      EV   \n",
+       "110831  2013     12   31    1142.0       97.0    1439.0       81.0      DL   \n",
+       "110869  2013     12   31    1227.0      178.0    1509.0      173.0      EV   \n",
+       "110874  2013     12   31    1239.0      108.0    1541.0      113.0      UA   \n",
+       "110910  2013     12   31    1314.0       74.0    1543.0       64.0      DL   \n",
+       "110951  2013     12   31    1422.0       82.0    1757.0       97.0      VX   \n",
+       "110962  2013     12   31    1435.0      140.0    1707.0      142.0      MQ   \n",
+       "111017  2013     12   31    1525.0      120.0    1703.0      155.0      EV   \n",
+       "111041  2013     12   31    1557.0       88.0    1851.0      116.0      B6   \n",
+       "111080  2013     12   31    1649.0       74.0    2007.0       70.0      B6   \n",
+       "111101  2013     12   31    1709.0      220.0    1843.0      231.0      B6   \n",
+       "111129  2013     12   31    1736.0      111.0    1945.0      111.0      EV   \n",
+       "111144  2013     12   31    1758.0       93.0    1957.0      122.0      MQ   \n",
+       "111160  2013     12   31    1819.0      194.0    2023.0      222.0      EV   \n",
+       "111189  2013     12   31    1855.0       86.0    2155.0       52.0      UA   \n",
+       "111195  2013     12   31    1901.0       91.0    2041.0       87.0      B6   \n",
+       "111196  2013     12   31    1902.0      182.0    2110.0      188.0      EV   \n",
+       "111217  2013     12   31    1944.0      134.0    2146.0      136.0      B6   \n",
+       "111231  2013     12   31    2012.0       72.0      53.0       54.0      AA   \n",
+       "111234  2013     12   31    2020.0       70.0    2215.0       48.0      9E   \n",
+       "111248  2013     12   31    2057.0      197.0    2215.0      195.0      B6   \n",
+       "111266  2013     12   31    2155.0       76.0     253.0        NaN      B6   \n",
+       "111399  2013      2    1     720.0       65.0     929.0       69.0      US   \n",
+       "111418  2013      2    1     745.0      105.0     900.0       96.0      EV   \n",
+       "111467  2013      2    1     821.0       81.0    1157.0      102.0      AA   \n",
+       "111478  2013      2    1     830.0      105.0     942.0      105.0      EV   \n",
+       "111482  2013      2    1     834.0      124.0     952.0      112.0      EV   \n",
+       "111486  2013      2    1     837.0       82.0    1216.0       91.0      AA   \n",
+       "111514  2013      2    1     858.0      118.0    1049.0      137.0      EV   \n",
+       "111556  2013      2    1     949.0       99.0    1046.0       81.0      AA   \n",
+       "111579  2013      2    1    1007.0       67.0    1309.0       69.0      UA   \n",
+       "111588  2013      2    1    1019.0      104.0    1330.0       75.0      UA   \n",
+       "111592  2013      2    1    1024.0       84.0    1334.0       74.0      AA   \n",
+       "111593  2013      2    1    1026.0      106.0    1119.0       76.0      9E   \n",
+       "111597  2013      2    1    1028.0      119.0    1213.0      121.0      EV   \n",
+       "111603  2013      2    1    1036.0      126.0    1154.0       99.0      AA   \n",
+       "111625  2013      2    1    1113.0      104.0    1211.0       87.0      EV   \n",
+       "111642  2013      2    1    1133.0      191.0    1324.0      185.0      EV   \n",
+       "111674  2013      2    1    1208.0       68.0    1316.0       61.0      MQ   \n",
+       "111714  2013      2    1    1307.0      217.0    1432.0      209.0      9E   \n",
+       "111720  2013      2    1    1321.0       65.0    1546.0       61.0      EV   \n",
+       "111722  2013      2    1    1322.0      170.0    1538.0      178.0      EV   \n",
+       "111750  2013      2    1    1410.0       67.0    1518.0       54.0      B6   \n",
+       "111760  2013      2    1    1419.0       78.0    1535.0       91.0      EV   \n",
+       "111821  2013      2    1    1517.0      122.0    1632.0      121.0      EV   \n",
+       "111823  2013      2    1    1518.0      193.0    1724.0      219.0      MQ   \n",
+       "111826  2013      2    1    1524.0      144.0    1619.0      133.0      9E   \n",
+       "111866  2013      2    1    1600.0       70.0    1746.0       61.0      EV   \n",
+       "111875  2013      2    1    1606.0       97.0    1942.0      108.0      UA   \n",
+       "111888  2013      2    1    1621.0       81.0    1945.0       80.0      AA   \n",
+       "111890  2013      2    1    1623.0       88.0    1804.0       79.0      AA   \n",
+       "111901  2013      2    1    1633.0      163.0    1755.0      157.0      EV   \n",
+       "111930  2013      2    1    1655.0       85.0    1908.0       94.0      US   \n",
+       "111933  2013      2    1    1658.0       83.0    1931.0      108.0      EV   \n",
+       "111976  2013      2    1    1738.0       83.0    2004.0       79.0      WN   \n",
+       "112028  2013      2    1    1830.0       63.0    2141.0       63.0      UA   \n",
+       "112037  2013      2    1    1844.0      179.0    2003.0      180.0      9E   \n",
+       "112055  2013      2    1    1856.0       94.0    2013.0       89.0      EV   \n",
+       "112080  2013      2    1    1922.0      174.0    2021.0      166.0      EV   \n",
+       "112083  2013      2    1    1925.0      161.0    2147.0      180.0      EV   \n",
+       "112087  2013      2    1    1930.0      150.0    2109.0      140.0      EV   \n",
+       "112092  2013      2    1    1933.0       64.0    2148.0       52.0      9E   \n",
+       "112098  2013      2    1    1936.0       96.0    2206.0      111.0      EV   \n",
+       "112125  2013      2    1    2023.0      123.0    2314.0      119.0      B6   \n",
+       "112128  2013      2    1    2026.0       66.0    2210.0       49.0      9E   \n",
+       "112130  2013      2    1    2028.0       89.0    2351.0       86.0      B6   \n",
+       "112131  2013      2    1    2028.0      288.0    2338.0      269.0      DL   \n",
+       "112132  2013      2    1    2030.0      195.0    2327.0      188.0      DL   \n",
+       "112135  2013      2    1    2033.0       93.0    2203.0       66.0      9E   \n",
+       "112137  2013      2    1    2034.0       66.0    2238.0       69.0      EV   \n",
+       "112145  2013      2    1    2043.0       63.0    2225.0       60.0      MQ   \n",
+       "112151  2013      2    1    2050.0       63.0    2210.0       58.0      EV   \n",
+       "112156  2013      2    1    2053.0       78.0    2352.0       92.0      EV   \n",
+       "112165  2013      2    1    2104.0      124.0    2230.0      117.0      EV   \n",
+       "112166  2013      2    1    2106.0      121.0       2.0       97.0      AA   \n",
+       "112168  2013      2    1    2109.0      224.0    2312.0      219.0      EV   \n",
+       "112169  2013      2    1    2112.0       72.0    2221.0       64.0      US   \n",
+       "112179  2013      2    1    2131.0      121.0    2306.0      111.0      EV   \n",
+       "112180  2013      2    1    2132.0       92.0    2340.0       92.0      EV   \n",
+       "112181  2013      2    1    2132.0       92.0    2333.0       69.0      9E   \n",
+       "112190  2013      2    1    2206.0       61.0    2315.0       58.0      EV   \n",
+       "112191  2013      2    1    2208.0      148.0    2315.0      129.0      9E   \n",
+       "112195  2013      2    1    2235.0       85.0     105.0       70.0      B6   \n",
+       "112197  2013      2    1    2238.0       73.0    2339.0       65.0      UA   \n",
+       "112203  2013      2    1    2256.0      134.0      31.0      120.0      EV   \n",
+       "112204  2013      2    1    2309.0      143.0     117.0      119.0      EV   \n",
+       "112314  2013      2    2     744.0       75.0     941.0       96.0      UA   \n",
+       "112331  2013      2    2     800.0       75.0     927.0       79.0      B6   \n",
+       "112356  2013      2    2     823.0       73.0    1323.0       80.0      B6   \n",
+       "112413  2013      2    2     925.0       85.0    1304.0      100.0      DL   \n",
+       "112418  2013      2    2     929.0       79.0    1108.0       73.0      MQ   \n",
+       "112429  2013      2    2     944.0       69.0    1111.0       46.0      EV   \n",
+       "112434  2013      2    2     952.0       72.0    1049.0       48.0      9E   \n",
+       "112468  2013      2    2    1102.0      152.0    1242.0      141.0      9E   \n",
+       "112472  2013      2    2    1110.0      110.0    1402.0       77.0      AA   \n",
+       "112532  2013      2    2    1252.0      232.0    1511.0      216.0      DL   \n",
+       "112568  2013      2    2    1338.0       78.0    1504.0       81.0      B6   \n",
+       "112583  2013      2    2    1404.0       89.0    1535.0       80.0      MQ   \n",
+       "112586  2013      2    2    1412.0       67.0    1517.0       71.0      EV   \n",
+       "112595  2013      2    2    1430.0       62.0    1526.0       56.0      EV   \n",
+       "112656  2013      2    2    1531.0       66.0    1818.0       64.0      UA   \n",
+       "112686  2013      2    2    1601.0       86.0    1858.0       70.0      B6   \n",
+       "112725  2013      2    2    1649.0       69.0    1808.0       26.0      9E   \n",
+       "112727  2013      2    2    1650.0       70.0    1813.0       59.0      9E   \n",
+       "112729  2013      2    2    1651.0       68.0    1837.0       50.0      EV   \n",
+       "112769  2013      2    2    1733.0       73.0    1828.0       64.0      EV   \n",
+       "112776  2013      2    2    1745.0      110.0    1928.0      102.0      B6   \n",
+       "112798  2013      2    2    1818.0      259.0    2048.0      232.0      UA   \n",
+       "112799  2013      2    2    1820.0       75.0    1928.0       58.0      MQ   \n",
+       "112813  2013      2    2    1840.0      100.0    1947.0       67.0      MQ   \n",
+       "112865  2013      2    2    2013.0      111.0    2132.0      117.0      EV   \n",
+       "112876  2013      2    2    2041.0       72.0    2222.0       88.0      EV   \n",
+       "112890  2013      2    2    2142.0      102.0    2300.0       95.0      WN   \n",
+       "112895  2013      2    2    2237.0       67.0     225.0      120.0      B6   \n",
+       "113028  2013      2    3     836.0      111.0    1032.0      144.0      B6   \n",
+       "113035  2013      2    3     844.0       89.0    1210.0       85.0      AA   \n",
+       "113054  2013      2    3     859.0       88.0    1200.0       75.0      B6   \n",
+       "113109  2013      2    3    1027.0      117.0    1322.0       99.0      UA   \n",
+       "113118  2013      2    3    1054.0       79.0    1340.0       62.0      B6   \n",
+       "113128  2013      2    3    1104.0      154.0    1237.0      134.0      9E   \n",
+       "113151  2013      2    3    1141.0      121.0    1430.0      100.0      AA   \n",
+       "113154  2013      2    3    1144.0      104.0    1410.0       79.0      UA   \n",
+       "113159  2013      2    3    1152.0       83.0    1259.0       67.0      EV   \n",
+       "113215  2013      2    3    1309.0       74.0    1401.0       57.0      9E   \n",
+       "113219  2013      2    3    1321.0      154.0    1600.0      150.0      UA   \n",
+       "113230  2013      2    3    1336.0       61.0    1509.0       54.0      MQ   \n",
+       "113256  2013      2    3    1411.0      311.0    1612.0      296.0      DL   \n",
+       "113259  2013      2    3    1417.0       77.0    1704.0       58.0      B6   \n",
+       "113326  2013      2    3    1520.0      114.0    1615.0      110.0      EV   \n",
+       "113336  2013      2    3    1528.0      213.0    1821.0      202.0      B6   \n",
+       "113343  2013      2    3    1531.0      181.0    1822.0      159.0      UA   \n",
+       "113355  2013      2    3    1545.0       78.0    1714.0       50.0      EV   \n",
+       "113397  2013      2    3    1621.0       82.0    1727.0       62.0      B6   \n",
+       "113448  2013      2    3    1703.0       63.0    1908.0       53.0      EV   \n",
+       "113460  2013      2    3    1718.0       83.0    1845.0       59.0      B6   \n",
+       "113485  2013      2    3    1737.0       77.0    1854.0       64.0      MQ   \n",
+       "113493  2013      2    3    1745.0       78.0    2018.0       59.0      UA   \n",
+       "113551  2013      2    3    1848.0      102.0    2027.0       92.0      EV   \n",
+       "113573  2013      2    3    1905.0      185.0    2149.0      166.0      B6   \n",
+       "113598  2013      2    3    1935.0      120.0    2049.0       84.0      WN   \n",
+       "113602  2013      2    3    1942.0       87.0    2141.0       64.0      9E   \n",
+       "113639  2013      2    3    2028.0       72.0    2147.0       69.0      EV   \n",
+       "113647  2013      2    3    2038.0      113.0    2247.0      117.0      EV   \n",
+       "113665  2013      2    3    2105.0       80.0    2323.0       42.0      9E   \n",
+       "113684  2013      2    3    2203.0       83.0     330.0        NaN      B6   \n",
+       "113686  2013      2    3    2217.0      187.0    2331.0      168.0      EV   \n",
+       "113689  2013      2    3    2234.0      154.0       3.0      138.0      EV   \n",
+       "113691  2013      2    3    2243.0      134.0    2351.0      131.0      9E   \n",
+       "113695  2013      2    3    2314.0       75.0      26.0       80.0      EV   \n",
+       "113696  2013      2    3    2325.0       86.0      27.0       87.0      EV   \n",
+       "113819  2013      2    4     704.0       64.0     900.0       90.0      WN   \n",
+       "113876  2013      2    4     807.0      127.0     924.0      120.0      EV   \n",
+       "113894  2013      2    4     821.0       71.0    1002.0       72.0      MQ   \n",
+       "113962  2013      2    4     916.0       66.0    1140.0       93.0      EV   \n",
+       "113974  2013      2    4     929.0       90.0    1030.0       81.0      EV   \n",
+       "113976  2013      2    4     930.0       98.0    1225.0       87.0      UA   \n",
+       "114010  2013      2    4    1023.0      128.0    1225.0      147.0      9E   \n",
+       "114018  2013      2    4    1032.0       68.0    1222.0       64.0      EV   \n",
+       "114032  2013      2    4    1057.0       72.0    1248.0       78.0      AA   \n",
+       "114035  2013      2    4    1059.0      119.0    1256.0      137.0      UA   \n",
+       "114039  2013      2    4    1102.0       64.0    1315.0       98.0      UA   \n",
+       "114048  2013      2    4    1115.0       78.0    1244.0       79.0      EV   \n",
+       "114065  2013      2    4    1132.0      172.0    1428.0      165.0      UA   \n",
+       "114104  2013      2    4    1219.0      133.0    1323.0      122.0      EV   \n",
+       "114164  2013      2    4    1340.0       82.0    1537.0       82.0      EV   \n",
+       "114167  2013      2    4    1345.0      105.0    1504.0       94.0      MQ   \n",
+       "114172  2013      2    4    1349.0       89.0    1516.0       86.0      MQ   \n",
+       "114193  2013      2    4    1431.0       91.0    1605.0       85.0      AA   \n",
+       "114211  2013      2    4    1449.0       64.0    1819.0       84.0      B6   \n",
+       "114228  2013      2    4    1500.0       70.0    1628.0       70.0      EV   \n",
+       "114231  2013      2    4    1502.0       65.0    1555.0       48.0      EV   \n",
+       "114234  2013      2    4    1504.0      109.0    1546.0       95.0      EV   \n",
+       "114242  2013      2    4    1516.0       78.0    1816.0       76.0      UA   \n",
+       "114268  2013      2    4    1545.0      115.0    1837.0      134.0      B6   \n",
+       "114273  2013      2    4    1550.0       63.0    1755.0       61.0      EV   \n",
+       "114302  2013      2    4    1605.0       75.0    1948.0        NaN      EV   \n",
+       "114306  2013      2    4    1610.0       68.0    1720.0       65.0      EV   \n",
+       "114316  2013      2    4    1619.0       94.0    1805.0       91.0      EV   \n",
+       "114319  2013      2    4    1623.0       79.0    1758.0       78.0      EV   \n",
+       "114324  2013      2    4    1626.0      101.0    1901.0      111.0      MQ   \n",
+       "114336  2013      2    4    1638.0      118.0    1937.0      111.0      UA   \n",
+       "114356  2013      2    4    1656.0       94.0    1908.0      101.0      EV   \n",
+       "114376  2013      2    4    1714.0      165.0    1814.0      155.0      B6   \n",
+       "114390  2013      2    4    1725.0      159.0    2035.0      158.0      UA   \n",
+       "114397  2013      2    4    1732.0       62.0    1931.0       56.0      B6   \n",
+       "114398  2013      2    4    1733.0       78.0    1945.0       60.0      WN   \n",
+       "114399  2013      2    4    1734.0       84.0    1939.0       99.0      AA   \n",
+       "114414  2013      2    4    1747.0       77.0    2111.0       56.0      VX   \n",
+       "114416  2013      2    4    1749.0      114.0    2016.0      126.0      EV   \n",
+       "114427  2013      2    4    1800.0       61.0    2143.0       57.0      9E   \n",
+       "114460  2013      2    4    1826.0      116.0    2005.0      118.0      EV   \n",
+       "114466  2013      2    4    1833.0       90.0    1948.0       98.0      EV   \n",
+       "114470  2013      2    4    1839.0      124.0    2104.0      128.0      EV   \n",
+       "114473  2013      2    4    1842.0       92.0    1940.0       80.0      EV   \n",
+       "114475  2013      2    4    1845.0      160.0    2012.0      138.0      9E   \n",
+       "114508  2013      2    4    1917.0       77.0    2153.0       49.0      UA   \n",
+       "114516  2013      2    4    1925.0       85.0    2227.0       90.0      B6   \n",
+       "114518  2013      2    4    1928.0      123.0    2138.0      125.0      EV   \n",
+       "114547  2013      2    4    1959.0       74.0    2206.0       76.0      EV   \n",
+       "114551  2013      2    4    2000.0       65.0    2323.0       43.0      VX   \n",
+       "114561  2013      2    4    2018.0       68.0    2325.0       55.0      B6   \n",
+       "114569  2013      2    4    2027.0      107.0    2201.0      101.0      MQ   \n",
+       "114572  2013      2    4    2030.0      150.0    2238.0      143.0      EV   \n",
+       "114574  2013      2    4    2032.0       63.0    2312.0       71.0      EV   \n",
+       "114582  2013      2    4    2042.0      187.0    2154.0      149.0      WN   \n",
+       "114593  2013      2    4    2057.0      119.0    2235.0      100.0      EV   \n",
+       "114606  2013      2    4    2126.0      191.0    2318.0      166.0      EV   \n",
+       "114610  2013      2    4    2134.0      134.0    2316.0      115.0      9E   \n",
+       "114612  2013      2    4    2137.0      157.0    2244.0      151.0      EV   \n",
+       "114613  2013      2    4    2137.0       62.0    2232.0       50.0      EV   \n",
+       "114615  2013      2    4    2148.0      128.0    2252.0      112.0      WN   \n",
+       "114618  2013      2    4    2154.0      159.0      14.0      157.0      EV   \n",
+       "114620  2013      2    4    2156.0       87.0       2.0       89.0      EV   \n",
+       "114625  2013      2    4    2214.0      164.0    2346.0      151.0      EV   \n",
+       "114626  2013      2    4    2218.0       78.0    2356.0       66.0      MQ   \n",
+       "114627  2013      2    4    2231.0       62.0    2333.0       69.0      EV   \n",
+       "114631  2013      2    4    2248.0      183.0    2354.0      169.0      EV   \n",
+       "114632  2013      2    4    2248.0       83.0    2337.0       73.0      EV   \n",
+       "114634  2013      2    4    2259.0      179.0    2348.0      167.0      EV   \n",
+       "114637  2013      2    4    2341.0      102.0      49.0       94.0      EV   \n",
+       "114807  2013      2    5     811.0       71.0    1045.0       85.0      EV   \n",
+       "114889  2013      2    5     914.0       64.0    1139.0       57.0      DL   \n",
+       "114903  2013      2    5     934.0       67.0    1140.0       69.0      EV   \n",
+       "114908  2013      2    5     949.0      104.0    1205.0       96.0      9E   \n",
+       "114927  2013      2    5    1009.0       71.0    1225.0       67.0      EV   \n",
+       "114947  2013      2    5    1033.0       69.0    1215.0       57.0      EV   \n",
+       "115012  2013      2    5    1201.0       91.0    1613.0      138.0      AA   \n",
+       "115028  2013      2    5    1225.0      103.0    1350.0      104.0      EV   \n",
+       "115054  2013      2    5    1257.0       84.0    1432.0       83.0      EV   \n",
+       "115108  2013      2    5    1425.0       70.0    1539.0       68.0      EV   \n",
+       "115202  2013      2    5    1553.0       69.0    1908.0       66.0      UA   \n",
+       "115245  2013      2    5    1630.0       95.0    1829.0      104.0      AA   \n",
+       "115251  2013      2    5    1640.0      108.0    1921.0      146.0      DL   \n",
+       "115291  2013      2    5    1716.0       81.0    2054.0      107.0      DL   \n",
+       "115317  2013      2    5    1738.0      108.0    2227.0       97.0      AA   \n",
+       "115337  2013      2    5    1754.0      175.0    1919.0      176.0      EV   \n",
+       "115364  2013      2    5    1820.0      105.0    2051.0      104.0      EV   \n",
+       "115366  2013      2    5    1822.0      132.0    2105.0      108.0      DL   \n",
+       "115385  2013      2    5    1845.0      149.0    2050.0      157.0      EV   \n",
+       "115400  2013      2    5    1859.0       89.0    2145.0      101.0      FL   \n",
+       "115404  2013      2    5    1906.0       61.0    2049.0       74.0      WN   \n",
+       "115453  2013      2    5    1955.0      196.0    2108.0      195.0      B6   \n",
+       "115464  2013      2    5    2010.0       66.0    2140.0       74.0      EV   \n",
+       "115475  2013      2    5    2027.0       83.0    2226.0       77.0      EV   \n",
+       "115483  2013      2    5    2038.0       68.0    2232.0       77.0      EV   \n",
+       "115485  2013      2    5    2039.0      104.0     127.0       92.0      AA   \n",
+       "115496  2013      2    5    2119.0       79.0    2221.0       80.0      EV   \n",
+       "115508  2013      2    5    2146.0      106.0    2256.0       77.0      UA   \n",
+       "115513  2013      2    5    2210.0       70.0      55.0       83.0      EV   \n",
+       "115515  2013      2    5    2222.0      142.0      29.0      141.0      EV   \n",
+       "115516  2013      2    5    2226.0       81.0    2355.0       98.0      EV   \n",
+       "115521  2013      2    5    2244.0       69.0     144.0       69.0      B6   \n",
+       "115524  2013      2    5    2248.0      108.0      57.0      127.0      MQ   \n",
+       "115526  2013      2    5    2317.0       78.0      10.0       70.0      EV   \n",
+       "115527  2013      2    5    2333.0      168.0      43.0      170.0      B6   \n",
+       "115546  2013      2    6       6.0       77.0     102.0       66.0      B6   \n",
+       "115867  2013      2    6    1103.0      138.0    1201.0      106.0      9E   \n",
+       "115888  2013      2    6    1135.0      147.0    1341.0      141.0      EV   \n",
+       "115927  2013      2    6    1236.0      211.0    1526.0      180.0      DL   \n",
+       "115935  2013      2    6    1247.0      167.0    1356.0      153.0      EV   \n",
+       "115972  2013      2    6    1332.0      102.0    1604.0      139.0      MQ   \n",
+       "115995  2013      2    6    1354.0      119.0    1449.0      105.0      9E   \n",
+       "116036  2013      2    6    1453.0      218.0    1646.0      229.0      EV   \n",
+       "116063  2013      2    6    1509.0      189.0    1746.0      179.0      EV   \n",
+       "116091  2013      2    6    1538.0       69.0    1852.0       58.0      UA   \n",
+       "116125  2013      2    6    1606.0       70.0    1728.0       64.0      9E   \n",
+       "116129  2013      2    6    1610.0       85.0    1720.0       74.0      9E   \n",
+       "116191  2013      2    6    1708.0       73.0    1929.0       79.0      EV   \n",
+       "116217  2013      2    6    1729.0       70.0    1834.0       71.0      EV   \n",
+       "116219  2013      2    6    1732.0      112.0    2030.0       81.0      DL   \n",
+       "116220  2013      2    6    1734.0       75.0    1849.0       83.0      EV   \n",
+       "116249  2013      2    6    1801.0       76.0    2107.0       62.0      AA   \n",
+       "116251  2013      2    6    1803.0       63.0    2101.0       78.0      DL   \n",
+       "116276  2013      2    6    1830.0       91.0    2243.0        NaN      9E   \n",
+       "116311  2013      2    6    1904.0      194.0    2400.0      190.0      AA   \n",
+       "116328  2013      2    6    1922.0      157.0    2124.0      144.0      DL   \n",
+       "116343  2013      2    6    1937.0       67.0    2245.0       43.0      UA   \n",
+       "116364  2013      2    6    2000.0       90.0    2147.0       63.0      EV   \n",
+       "116373  2013      2    6    2015.0      210.0    2200.0      187.0      EV   \n",
+       "116375  2013      2    6    2022.0       62.0    2339.0       24.0      DL   \n",
+       "116403  2013      2    6    2102.0       76.0    2314.0       80.0      EV   \n",
+       "116406  2013      2    6    2113.0       93.0    2210.0       64.0      9E   \n",
+       "116408  2013      2    6    2119.0      110.0    2347.0      106.0      EV   \n",
+       "116413  2013      2    6    2126.0       66.0    2347.0       62.0      MQ   \n",
+       "116417  2013      2    6    2149.0      149.0    2321.0      120.0      9E   \n",
+       "116418  2013      2    6    2151.0       86.0      44.0       75.0      UA   \n",
+       "116422  2013      2    6    2154.0      114.0    2354.0      106.0      EV   \n",
+       "116424  2013      2    6    2156.0       71.0    2257.0       41.0      9E   \n",
+       "116425  2013      2    6    2159.0      134.0    2300.0      115.0      EV   \n",
+       "116428  2013      2    6    2208.0      188.0    2319.0      166.0      EV   \n",
+       "116429  2013      2    6    2242.0      257.0      15.0      247.0      EV   \n",
+       "116433  2013      2    6    2300.0      240.0    2359.0      221.0      EV   \n",
+       "116434  2013      2    6    2302.0      182.0      15.0      156.0      UA   \n",
+       "116436  2013      2    6    2324.0      144.0     249.0      138.0      DL   \n",
+       "116447  2013      2    7      27.0      148.0     123.0      137.0      EV   \n",
+       "116612  2013      2    7     809.0       69.0     939.0       63.0      UA   \n",
+       "116695  2013      2    7     920.0       65.0    1058.0       60.0      9E   \n",
+       "116696  2013      2    7     920.0       65.0    1125.0       70.0      US   \n",
+       "116724  2013      2    7     956.0      117.0    1056.0      107.0      EV   \n",
+       "116735  2013      2    7    1005.0       80.0    1122.0       76.0      EV   \n",
+       "116776  2013      2    7    1101.0      161.0    1213.0      135.0      9E   \n",
+       "116842  2013      2    7    1229.0      107.0    1347.0      101.0      EV   \n",
+       "116889  2013      2    7    1326.0       91.0    1425.0       81.0      9E   \n",
+       "117048  2013      2    7    1609.0       73.0    1732.0       68.0      9E   \n",
+       "117074  2013      2    7    1636.0      101.0    1950.0      105.0      UA   \n",
+       "117100  2013      2    7    1700.0       70.0    1857.0       37.0      9E   \n",
+       "117107  2013      2    7    1706.0       61.0    1830.0       36.0      9E   \n",
+       "117124  2013      2    7    1716.0       61.0    1904.0       49.0      9E   \n",
+       "117127  2013      2    7    1718.0       63.0    1939.0       54.0      WN   \n",
+       "117153  2013      2    7    1747.0       97.0    1946.0      106.0      AA   \n",
+       "117155  2013      2    7    1750.0      178.0    2011.0      196.0      DL   \n",
+       "117180  2013      2    7    1811.0       71.0    2237.0       33.0      DL   \n",
+       "117195  2013      2    7    1825.0      150.0    2012.0      144.0      B6   \n",
+       "117203  2013      2    7    1835.0       75.0    2058.0      108.0      AA   \n",
+       "117211  2013      2    7    1846.0      131.0    2152.0      165.0      EV   \n",
+       "117232  2013      2    7    1905.0       80.0    2106.0       73.0      DL   \n",
+       "117255  2013      2    7    1929.0       69.0    2109.0       64.0      AA   \n",
+       "117267  2013      2    7    1940.0       70.0    2123.0       68.0      MQ   \n",
+       "117275  2013      2    7    1953.0      115.0    2124.0      108.0      UA   \n",
+       "117289  2013      2    7    2001.0      102.0    2110.0       98.0      EV   \n",
+       "117296  2013      2    7    2010.0      115.0    2145.0      107.0      9E   \n",
+       "117299  2013      2    7    2013.0       88.0    2246.0      116.0      EV   \n",
+       "117304  2013      2    7    2019.0       83.0    2331.0       87.0      UA   \n",
+       "117305  2013      2    7    2021.0      226.0    2137.0      207.0      MQ   \n",
+       "117306  2013      2    7    2022.0      123.0       NaN        NaN      UA   \n",
+       "117310  2013      2    7    2032.0      137.0    2232.0      126.0      DL   \n",
+       "117318  2013      2    7    2041.0       66.0    2339.0       59.0      AA   \n",
+       "117340  2013      2    7    2120.0      110.0    2248.0       93.0      EV   \n",
+       "117343  2013      2    7    2124.0       79.0    2335.0       91.0      EV   \n",
+       "117345  2013      2    7    2125.0       90.0      20.0       70.0      AA   \n",
+       "117353  2013      2    7    2154.0      159.0    2337.0      146.0      9E   \n",
+       "117358  2013      2    7    2205.0       80.0    2310.0       54.0      9E   \n",
+       "117359  2013      2    7    2211.0       73.0    2314.0       68.0      B6   \n",
+       "117360  2013      2    7    2213.0      163.0     112.0      145.0      DL   \n",
+       "117361  2013      2    7    2214.0      134.0     110.0      112.0      UA   \n",
+       "117364  2013      2    7    2220.0      175.0     115.0      148.0      DL   \n",
+       "117365  2013      2    7    2228.0      143.0     108.0      117.0      UA   \n",
+       "117371  2013      2    7    2300.0      200.0      36.0      216.0      WN   \n",
+       "117469  2013      2    8     715.0       75.0     901.0       97.0      EV   \n",
+       "117587  2013      2    8     903.0      153.0    1125.0      146.0      DL   \n",
+       "117609  2013      2    8     927.0       72.0    1139.0       89.0      MQ   \n",
+       "117612  2013      2    8     934.0       67.0    1149.0       78.0      EV   \n",
+       "117621  2013      2    8     946.0      181.0    1218.0      178.0      UA   \n",
+       "117623  2013      2    8     949.0       66.0    1257.0      102.0      EV   \n",
+       "117638  2013      2    8    1007.0       77.0    1211.0       96.0      MQ   \n",
+       "117665  2013      2    8    1100.0       61.0    1351.0       64.0      B6   \n",
+       "117686  2013      2    8    1133.0      273.0    1448.0      269.0      DL   \n",
+       "117689  2013      2    8    1137.0       99.0    1256.0       79.0      UA   \n",
+       "117690  2013      2    8    1139.0       78.0    1519.0       97.0      DL   \n",
+       "117696  2013      2    8    1148.0      133.0    1447.0      137.0      B6   \n",
+       "117711  2013      2    8    1208.0      308.0    1538.0      346.0      DL   \n",
+       "117712  2013      2    8    1210.0       80.0    1447.0      117.0      MQ   \n",
+       "117716  2013      2    8    1214.0       84.0    1358.0       91.0      EV   \n",
+       "117719  2013      2    8    1218.0      123.0    1506.0       92.0      UA   \n",
+       "117721  2013      2    8    1226.0      130.0    1434.0      124.0      DL   \n",
+       "117727  2013      2    8    1232.0       62.0    1453.0       57.0      UA   \n",
+       "117728  2013      2    8    1237.0      172.0    1411.0      156.0      WN   \n",
+       "117734  2013      2    8    1254.0       99.0    1452.0      102.0      MQ   \n",
+       "117736  2013      2    8    1258.0      188.0    1449.0      199.0      WN   \n",
+       "117745  2013      2    8    1314.0      120.0    1531.0      136.0      DL   \n",
+       "117756  2013      2    8    1331.0       70.0    1600.0      102.0      EV   \n",
+       "117765  2013      2    8    1348.0      248.0    1701.0      251.0      AA   \n",
+       "117780  2013      2    8    1423.0       90.0    1741.0      106.0      UA   \n",
+       "117804  2013      2    8    1501.0      241.0    1720.0      260.0      WN   \n",
+       "117805  2013      2    8    1502.0      123.0    1642.0      142.0      EV   \n",
+       "117806  2013      2    8    1507.0       62.0    1806.0       62.0      B6   \n",
+       "117814  2013      2    8    1516.0      111.0    1723.0      138.0      MQ   \n",
+       "117818  2013      2    8    1521.0       61.0    1742.0       82.0      MQ   \n",
+       "117819  2013      2    8    1523.0      163.0    1828.0      168.0      AA   \n",
+       "117825  2013      2    8    1543.0       93.0    1719.0       84.0      MQ   \n",
+       "117832  2013      2    8    1632.0       82.0    1840.0      105.0      MQ   \n",
+       "117836  2013      2    8    1728.0       93.0    1859.0       71.0      B6   \n",
+       "118311  2013      2    9    1206.0      186.0    1814.0      154.0      HA   \n",
+       "118325  2013      2    9    1336.0      266.0    1805.0      234.0      UA   \n",
+       "118326  2013      2    9    1339.0       74.0    1643.0       45.0      UA   \n",
+       "118328  2013      2    9    1341.0      122.0    1612.0       95.0      UA   \n",
+       "118329  2013      2    9    1342.0       62.0    1645.0       50.0      AA   \n",
+       "118330  2013      2    9    1343.0      144.0    1620.0      120.0      UA   \n",
+       "118351  2013      2    9    1442.0      192.0    1606.0      180.0      EV   \n",
+       "118353  2013      2    9    1444.0      269.0    1552.0      261.0      EV   \n",
+       "118367  2013      2    9    1504.0       94.0    1830.0      105.0      AA   \n",
+       "118370  2013      2    9    1508.0       63.0    1804.0       60.0      B6   \n",
+       "118372  2013      2    9    1511.0      103.0    1602.0       92.0      EV   \n",
+       "118376  2013      2    9    1516.0      131.0    1616.0      130.0      EV   \n",
+       "118389  2013      2    9    1531.0       91.0    1804.0       63.0      UA   \n",
+       "118395  2013      2    9    1539.0      160.0    1658.0      158.0      EV   \n",
+       "118398  2013      2    9    1541.0      251.0    1816.0      234.0      UA   \n",
+       "118399  2013      2    9    1542.0      147.0    1852.0      149.0      UA   \n",
+       "118400  2013      2    9    1545.0      106.0    1733.0       93.0      EV   \n",
+       "118454  2013      2    9    1703.0       63.0    1921.0       46.0      WN   \n",
+       "118456  2013      2    9    1705.0       70.0    1854.0       40.0      DL   \n",
+       "118459  2013      2    9    1705.0       95.0    1904.0       99.0      MQ   \n",
+       "118494  2013      2    9    1757.0      122.0    1959.0      131.0      B6   \n",
+       "118499  2013      2    9    1804.0       92.0    2103.0       98.0      UA   \n",
+       "118503  2013      2    9    1806.0      116.0    1928.0       88.0      AA   \n",
+       "118518  2013      2    9    1831.0      151.0    2105.0      165.0      MQ   \n",
+       "118530  2013      2    9    1858.0       89.0    2158.0       69.0      AA   \n",
+       "118537  2013      2    9    1920.0      135.0    2153.0      103.0      AA   \n",
+       "119067  2013      2   10     751.0       76.0    1053.0       73.0      AA   \n",
+       "119150  2013      2   10     916.0      107.0    1027.0       98.0      B6   \n",
+       "119154  2013      2   10     922.0       67.0    1114.0       76.0      9E   \n",
+       "119183  2013      2   10    1002.0      103.0    1305.0       62.0      UA   \n",
+       "119224  2013      2   10    1103.0      103.0    1239.0       74.0      MQ   \n",
+       "119228  2013      2   10    1112.0      152.0    1410.0      126.0      UA   \n",
+       "119230  2013      2   10    1113.0      128.0    1428.0      113.0      VX   \n",
+       "119254  2013      2   10    1150.0      156.0    1337.0      149.0      EV   \n",
+       "119272  2013      2   10    1209.0       69.0    1507.0       28.0      UA   \n",
+       "119287  2013      2   10    1240.0       90.0    1407.0      107.0      B6   \n",
+       "119321  2013      2   10    1315.0      415.0    1459.0      384.0      EV   \n",
+       "119414  2013      2   10    1529.0       74.0    1820.0       57.0      B6   \n",
+       "119424  2013      2   10    1535.0      100.0    1839.0       91.0      DL   \n",
+       "119453  2013      2   10    1600.0       91.0    1756.0       74.0      DL   \n",
+       "119458  2013      2   10    1605.0       80.0    1756.0       82.0      EV   \n",
+       "119464  2013      2   10    1609.0       77.0    1755.0       60.0      DL   \n",
+       "119465  2013      2   10    1609.0       95.0    1903.0       86.0      UA   \n",
+       "119468  2013      2   10    1614.0      129.0    1910.0      126.0      B6   \n",
+       "119492  2013      2   10    1637.0       97.0    1937.0       72.0      AA   \n",
+       "119517  2013      2   10    1702.0       68.0    1835.0       67.0      UA   \n",
+       "119518  2013      2   10    1703.0       63.0    1958.0       56.0      B6   \n",
+       "119528  2013      2   10    1714.0       69.0    1909.0       75.0      9E   \n",
+       "119544  2013      2   10    1725.0       90.0    1859.0       71.0      B6   \n",
+       "119550  2013      2   10    1730.0      155.0    1915.0      150.0      AA   \n",
+       "119551  2013      2   10    1732.0      107.0    1959.0       69.0      DL   \n",
+       "119553  2013      2   10    1734.0       84.0    1851.0       55.0      EV   \n",
+       "119555  2013      2   10    1737.0       74.0    1855.0       85.0      EV   \n",
+       "119557  2013      2   10    1737.0       98.0    1944.0      101.0      EV   \n",
+       "119576  2013      2   10    1759.0       94.0    1932.0       90.0      EV   \n",
+       "119577  2013      2   10    1759.0      139.0    1955.0      132.0      9E   \n",
+       "119578  2013      2   10    1800.0      115.0    2152.0      147.0      9E   \n",
+       "119581  2013      2   10    1801.0      111.0    2000.0      113.0      EV   \n",
+       "119588  2013      2   10    1805.0       65.0    2117.0       66.0      UA   \n",
+       "119591  2013      2   10    1809.0      141.0    2044.0      134.0      DL   \n",
+       "119605  2013      2   10    1818.0      103.0    1949.0       99.0      MQ   \n",
+       "119606  2013      2   10    1818.0       78.0    1938.0       59.0      UA   \n",
+       "119616  2013      2   10    1827.0       65.0    1959.0       75.0      EV   \n",
+       "119621  2013      2   10    1830.0      130.0    1956.0      126.0      MQ   \n",
+       "119624  2013      2   10    1838.0       78.0    2030.0       75.0      AA   \n",
+       "119633  2013      2   10    1852.0       82.0    2132.0       69.0      UA   \n",
+       "119638  2013      2   10    1856.0       96.0    2042.0       92.0      AA   \n",
+       "119642  2013      2   10    1858.0      120.0    2053.0      139.0      UA   \n",
+       "119646  2013      2   10    1906.0       97.0    2156.0       67.0      AA   \n",
+       "119665  2013      2   10    1924.0       69.0    2041.0       62.0      UA   \n",
+       "119672  2013      2   10    1930.0       90.0    2053.0       99.0      B6   \n",
+       "119700  2013      2   10    1958.0       63.0      31.0       36.0      AA   \n",
+       "119708  2013      2   10    2009.0       69.0    2244.0       70.0      FL   \n",
+       "119709  2013      2   10    2010.0      145.0    2213.0      140.0      DL   \n",
+       "119710  2013      2   10    2011.0      171.0    2257.0      144.0      DL   \n",
+       "119713  2013      2   10    2017.0       67.0    2150.0       67.0      EV   \n",
+       "119722  2013      2   10    2028.0      128.0    2200.0      115.0      AA   \n",
+       "119726  2013      2   10    2032.0       76.0    2147.0       69.0      EV   \n",
+       "119740  2013      2   10    2053.0      133.0    2255.0      126.0      DL   \n",
+       "119743  2013      2   10    2055.0       85.0    2355.0       68.0      DL   \n",
+       "119747  2013      2   10    2059.0       99.0    2244.0      104.0      AA   \n",
+       "119750  2013      2   10    2102.0      242.0    2333.0      223.0      AA   \n",
+       "119751  2013      2   10    2102.0      113.0    2232.0      102.0      UA   \n",
+       "119752  2013      2   10    2106.0       66.0    2312.0       64.0      EV   \n",
+       "119754  2013      2   10    2106.0      176.0    2222.0      151.0      UA   \n",
+       "119768  2013      2   10    2134.0      124.0    2238.0      108.0      EV   \n",
+       "119771  2013      2   10    2142.0      142.0    2315.0      114.0      9E   \n",
+       "119773  2013      2   10    2150.0      175.0      30.0      140.0      DL   \n",
+       "119777  2013      2   10    2200.0      144.0       2.0      145.0      EV   \n",
+       "119781  2013      2   10    2211.0      126.0    2331.0      118.0      EV   \n",
+       "119784  2013      2   10    2243.0      853.0     100.0      834.0      F9   \n",
+       "119785  2013      2   10    2244.0      188.0     130.0      202.0      EV   \n",
+       "119786  2013      2   10    2247.0      222.0     155.0      210.0      AA   \n",
+       "119787  2013      2   10    2304.0      184.0     141.0      143.0      UA   \n",
+       "119790  2013      2   10    2313.0       74.0      16.0       70.0      EV   \n",
+       "119822  2013      2   11       1.0      181.0     111.0      166.0      WN   \n",
+       "119823  2013      2   11       5.0      150.0     124.0      144.0      B6   \n",
+       "119824  2013      2   11      18.0       97.0     134.0       92.0      B6   \n",
+       "119826  2013      2   11      24.0       94.0     115.0       82.0      B6   \n",
+       "119827  2013      2   11      37.0      158.0     148.0      153.0      EV   \n",
+       "119828  2013      2   11      37.0      207.0     302.0      188.0      B6   \n",
+       "119829  2013      2   11      43.0      169.0     342.0      173.0      B6   \n",
+       "119830  2013      2   11      47.0      177.0     137.0      161.0      B6   \n",
+       "119831  2013      2   11      52.0      127.0     156.0      120.0      B6   \n",
+       "119832  2013      2   11     109.0      139.0     203.0      125.0      B6   \n",
+       "119833  2013      2   11     132.0      243.0     227.0      236.0      EV   \n",
+       "119834  2013      2   11     204.0      319.0     431.0      322.0      B6   \n",
+       "119951  2013      2   11     729.0       89.0     849.0       94.0      EV   \n",
+       "119990  2013      2   11     808.0       68.0     932.0       53.0      UA   \n",
+       "119991  2013      2   11     809.0       94.0    1056.0       83.0      B6   \n",
+       "120013  2013      2   11     827.0       83.0    1120.0      108.0      EV   \n",
+       "120111  2013      2   11    1016.0       93.0    1245.0       90.0      EV   \n",
+       "120124  2013      2   11    1027.0       63.0    1225.0       67.0      EV   \n",
+       "120144  2013      2   11    1059.0      114.0    1208.0      106.0      B6   \n",
+       "120172  2013      2   11    1141.0      101.0    1320.0      119.0      US   \n",
+       "120175  2013      2   11    1146.0      156.0    1330.0      155.0      B6   \n",
+       "120193  2013      2   11    1205.0      119.0    1428.0      129.0      EV   \n",
+       "120206  2013      2   11    1232.0      227.0       NaN        NaN      9E   \n",
+       "120208  2013      2   11    1238.0       98.0       NaN        NaN      MQ   \n",
+       "120229  2013      2   11    1311.0       71.0    1551.0       81.0      MQ   \n",
+       "120231  2013      2   11    1312.0       72.0    1445.0      102.0      B6   \n",
+       "120236  2013      2   11    1326.0       66.0    1444.0       62.0      B6   \n",
+       "120266  2013      2   11    1402.0      104.0    1611.0      116.0      EV   \n",
+       "120273  2013      2   11    1416.0      366.0    1845.0      330.0      AA   \n",
+       "120275  2013      2   11    1424.0       64.0    1637.0       89.0      EV   \n",
+       "120281  2013      2   11    1430.0       68.0    1734.0       71.0      B6   \n",
+       "120296  2013      2   11    1447.0      117.0    1556.0      122.0      B6   \n",
+       "120300  2013      2   11    1451.0       66.0    1553.0       56.0      B6   \n",
+       "120314  2013      2   11    1504.0      244.0    1642.0      268.0      US   \n",
+       "120316  2013      2   11    1508.0       68.0    1807.0       91.0      DL   \n",
+       "120328  2013      2   11    1522.0      202.0    1633.0      204.0      US   \n",
+       "120330  2013      2   11    1525.0       70.0    1753.0       75.0      DL   \n",
+       "120345  2013      2   11    1554.0       72.0    1838.0      100.0      EV   \n",
+       "120349  2013      2   11    1555.0       71.0    1839.0       55.0      B6   \n",
+       "120350  2013      2   11    1556.0      141.0    1852.0      140.0      B6   \n",
+       "120361  2013      2   11    1606.0       74.0    1813.0       78.0      DL   \n",
+       "120362  2013      2   11    1607.0      187.0    1732.0      206.0      9E   \n",
+       "120367  2013      2   11    1609.0       79.0    1801.0       76.0      MQ   \n",
+       "120370  2013      2   11    1616.0       77.0    1933.0       97.0      B6   \n",
+       "120372  2013      2   11    1620.0      110.0    1940.0      125.0      AA   \n",
+       "120378  2013      2   11    1628.0       78.0    1900.0       59.0      UA   \n",
+       "120379  2013      2   11    1633.0       63.0    1817.0       66.0      9E   \n",
+       "120381  2013      2   11    1635.0       85.0    1824.0       89.0      MQ   \n",
+       "120383  2013      2   11    1638.0       94.0    1819.0       99.0      EV   \n",
+       "120384  2013      2   11    1640.0      110.0    1851.0      126.0      EV   \n",
+       "120386  2013      2   11    1642.0       80.0    1853.0       86.0      EV   \n",
+       "120390  2013      2   11    1645.0      120.0    1931.0      141.0      MQ   \n",
+       "120393  2013      2   11    1650.0      100.0    1911.0       86.0      MQ   \n",
+       "120394  2013      2   11    1653.0       65.0    1927.0       57.0      DL   \n",
+       "120402  2013      2   11    1704.0       74.0    2017.0       52.0      DL   \n",
+       "120408  2013      2   11    1707.0      100.0    1848.0      108.0      EV   \n",
+       "120409  2013      2   11    1708.0       93.0    2028.0       98.0      AA   \n",
+       "120410  2013      2   11    1710.0      100.0    1958.0       63.0      AA   \n",
+       "120411  2013      2   11    1711.0       71.0    2007.0       65.0      B6   \n",
+       "120412  2013      2   11    1711.0       66.0    2026.0       42.0      DL   \n",
+       "120413  2013      2   11    1712.0       72.0    1947.0       57.0      DL   \n",
+       "120415  2013      2   11    1718.0      108.0    1846.0      124.0      EV   \n",
+       "120416  2013      2   11    1718.0      121.0    2049.0      154.0      B6   \n",
+       "120422  2013      2   11    1725.0       83.0    1837.0       75.0      YV   \n",
+       "120428  2013      2   11    1730.0       71.0    1845.0       79.0      EV   \n",
+       "120433  2013      2   11    1736.0       61.0    2120.0       79.0      US   \n",
+       "120434  2013      2   11    1737.0      107.0    2206.0       76.0      AA   \n",
+       "120440  2013      2   11    1740.0      120.0    2005.0      141.0      EV   \n",
+       "120444  2013      2   11    1747.0      117.0    1920.0      130.0      WN   \n",
+       "120446  2013      2   11    1748.0      153.0    1928.0      148.0      MQ   \n",
+       "120447  2013      2   11    1750.0      130.0    1941.0      118.0      9E   \n",
+       "120450  2013      2   11    1800.0      120.0    2141.0      128.0      DL   \n",
+       "120451  2013      2   11    1801.0       81.0    1950.0       75.0      WN   \n",
+       "120454  2013      2   11    1804.0       95.0    2101.0       91.0      B6   \n",
+       "120456  2013      2   11    1807.0      122.0    2120.0      115.0      9E   \n",
+       "120460  2013      2   11    1812.0       97.0    2136.0      111.0      WN   \n",
+       "120474  2013      2   11    1833.0       78.0    2133.0       74.0      DL   \n",
+       "120476  2013      2   11    1837.0       68.0    2144.0       55.0      AA   \n",
+       "120480  2013      2   11    1840.0       90.0    1942.0       82.0      EV   \n",
+       "120484  2013      2   11    1847.0      152.0    2111.0      146.0      WN   \n",
+       "120485  2013      2   11    1848.0       73.0    1948.0       54.0      B6   \n",
+       "120489  2013      2   11    1851.0       61.0    2000.0       53.0      B6   \n",
+       "120491  2013      2   11    1854.0      179.0    2039.0      171.0      B6   \n",
+       "120493  2013      2   11    1855.0       80.0    2034.0       69.0      WN   \n",
+       "120500  2013      2   11    1901.0       61.0    2237.0       93.0      UA   \n",
+       "120501  2013      2   11    1903.0       78.0    2156.0       39.0      DL   \n",
+       "120503  2013      2   11    1906.0       81.0    2209.0       87.0      B6   \n",
+       "120505  2013      2   11    1906.0      157.0    2305.0      180.0      UA   \n",
+       "120508  2013      2   11    1910.0      151.0    2053.0      180.0      B6   \n",
+       "120511  2013      2   11    1916.0      114.0    2032.0      108.0      EV   \n",
+       "120518  2013      2   11    1925.0      160.0    2225.0      140.0      AA   \n",
+       "120519  2013      2   11    1925.0      335.0    2159.0      336.0      B6   \n",
+       "120520  2013      2   11    1925.0       80.0    2115.0       80.0      MQ   \n",
+       "120521  2013      2   11    1926.0      151.0    2232.0      122.0      VX   \n",
+       "120523  2013      2   11    1930.0      125.0    2143.0      130.0      EV   \n",
+       "120524  2013      2   11    1932.0      142.0    2128.0      149.0      EV   \n",
+       "120526  2013      2   11    1935.0       80.0    2147.0       75.0      EV   \n",
+       "120527  2013      2   11    1937.0       87.0    2120.0       95.0      MQ   \n",
+       "120528  2013      2   11    1941.0      141.0    2223.0      103.0      AA   \n",
+       "120531  2013      2   11    1949.0       94.0    2123.0       91.0      9E   \n",
+       "120535  2013      2   11    1953.0       98.0    2216.0       86.0      DL   \n",
+       "120539  2013      2   11    1957.0      174.0    2102.0      172.0      EV   \n",
+       "120541  2013      2   11    2000.0      170.0    2349.0      214.0      AA   \n",
+       "120542  2013      2   11    2000.0       65.0    2205.0       65.0      MQ   \n",
+       "120543  2013      2   11    2003.0      125.0    2124.0      108.0      UA   \n",
+       "120545  2013      2   11    2007.0      192.0    2338.0      189.0      DL   \n",
+       "120546  2013      2   11    2007.0      117.0    2343.0      113.0      UA   \n",
+       "120547  2013      2   11    2008.0       68.0    2128.0       48.0      UA   \n",
+       "120548  2013      2   11    2009.0      134.0    2308.0      120.0      B6   \n",
+       "120550  2013      2   11    2009.0       99.0    2158.0      103.0      MQ   \n",
+       "120551  2013      2   11    2010.0      215.0    2324.0      213.0      B6   \n",
+       "120552  2013      2   11    2010.0      185.0    2208.0      183.0      WN   \n",
+       "120553  2013      2   11    2010.0      165.0    2144.0      169.0      MQ   \n",
+       "120556  2013      2   11    2016.0       66.0    2200.0       65.0      MQ   \n",
+       "120558  2013      2   11    2018.0       93.0    2334.0       73.0      DL   \n",
+       "120559  2013      2   11    2020.0       95.0    2258.0      128.0      EV   \n",
+       "120560  2013      2   11    2020.0       80.0    2200.0       87.0      EV   \n",
+       "120561  2013      2   11    2020.0      121.0    2157.0      145.0      EV   \n",
+       "120562  2013      2   11    2021.0       96.0    2219.0      109.0      MQ   \n",
+       "120569  2013      2   11    2029.0      229.0    2243.0      267.0      EV   \n",
+       "120570  2013      2   11    2031.0      211.0    2144.0      184.0      MQ   \n",
+       "120571  2013      2   11    2032.0       82.0    2333.0       63.0      B6   \n",
+       "120572  2013      2   11    2033.0       89.0    2320.0      131.0      EV   \n",
+       "120573  2013      2   11    2033.0       63.0    2326.0       15.0      B6   \n",
+       "120574  2013      2   11    2034.0       79.0    2313.0       62.0      B6   \n",
+       "120575  2013      2   11    2035.0       80.0    2346.0      129.0      EV   \n",
+       "120576  2013      2   11    2035.0      145.0    2325.0      141.0      UA   \n",
+       "120577  2013      2   11    2036.0       61.0    2341.0       61.0      AA   \n",
+       "120579  2013      2   11    2039.0      129.0    2314.0      150.0      EV   \n",
+       "120581  2013      2   11    2040.0      160.0    2324.0      147.0      B6   \n",
+       "120583  2013      2   11    2045.0      255.0    2340.0      205.0      VX   \n",
+       "120584  2013      2   11    2047.0      107.0    2212.0       81.0      DL   \n",
+       "120585  2013      2   11    2049.0       94.0    2215.0       64.0      9E   \n",
+       "120592  2013      2   11    2101.0      181.0    2203.0      169.0      B6   \n",
+       "120593  2013      2   11    2106.0      221.0      11.0      211.0      AA   \n",
+       "120595  2013      2   11    2109.0       64.0       4.0       29.0      VX   \n",
+       "120596  2013      2   11    2111.0      136.0       6.0      116.0      DL   \n",
+       "120598  2013      2   11    2115.0      136.0      41.0      115.0      B6   \n",
+       "120601  2013      2   11    2117.0      337.0    2243.0      327.0      9E   \n",
+       "120602  2013      2   11    2118.0       79.0    2257.0       73.0      MQ   \n",
+       "120603  2013      2   11    2119.0       84.0       1.0       51.0      AA   \n",
+       "120605  2013      2   11    2120.0      130.0      31.0      136.0      AA   \n",
+       "120606  2013      2   11    2122.0      112.0      16.0       89.0      DL   \n",
+       "120607  2013      2   11    2123.0      323.0    2344.0      324.0      MQ   \n",
+       "120608  2013      2   11    2126.0      206.0    2241.0      211.0      WN   \n",
+       "120609  2013      2   11    2126.0       71.0    2312.0       62.0      MQ   \n",
+       "120610  2013      2   11    2127.0      222.0      24.0      223.0      B6   \n",
+       "120611  2013      2   11    2130.0      120.0    2302.0      107.0      EV   \n",
+       "120614  2013      2   11    2137.0      212.0    2257.0      202.0      WN   \n",
+       "120615  2013      2   11    2138.0       63.0      46.0       57.0      B6   \n",
+       "120616  2013      2   11    2141.0      132.0      39.0      113.0      DL   \n",
+       "120617  2013      2   11    2148.0      122.0       1.0      127.0      EV   \n",
+       "120618  2013      2   11    2149.0      141.0    2353.0      144.0      EV   \n",
+       "120619  2013      2   11    2150.0       80.0    2313.0       67.0      FL   \n",
+       "120620  2013      2   11    2150.0      355.0    2342.0      357.0      B6   \n",
+       "120621  2013      2   11    2153.0      178.0     221.0      146.0      AA   \n",
+       "120622  2013      2   11    2158.0      138.0    2354.0      149.0      MQ   \n",
+       "120623  2013      2   11    2159.0      329.0       1.0      326.0      B6   \n",
+       "120624  2013      2   11    2200.0      151.0     108.0      187.0      EV   \n",
+       "120626  2013      2   11    2201.0      161.0    2342.0      141.0      9E   \n",
+       "120628  2013      2   11    2202.0      122.0    2320.0       97.0      DL   \n",
+       "120629  2013      2   11    2203.0       83.0     113.0       75.0      B6   \n",
+       "120630  2013      2   11    2203.0      158.0     113.0      146.0      DL   \n",
+       "120631  2013      2   11    2206.0      139.0    2317.0      125.0      EV   \n",
+       "120632  2013      2   11    2207.0      197.0      46.0      184.0      B6   \n",
+       "120633  2013      2   11    2207.0      147.0      55.0      127.0      B6   \n",
+       "120634  2013      2   11    2208.0      148.0     110.0      150.0      AA   \n",
+       "120635  2013      2   11    2209.0      189.0    2349.0      172.0      9E   \n",
+       "120636  2013      2   11    2211.0       76.0    2356.0       66.0      MQ   \n",
+       "120637  2013      2   11    2216.0      153.0    2316.0      143.0      EV   \n",
+       "120638  2013      2   11    2218.0      163.0      22.0      157.0      9E   \n",
+       "120640  2013      2   11    2220.0      140.0    2400.0      143.0      EV   \n",
+       "120641  2013      2   11    2221.0      136.0      17.0      133.0      EV   \n",
+       "120642  2013      2   11    2222.0      142.0    2310.0      129.0      EV   \n",
+       "120643  2013      2   11    2224.0      316.0     129.0      307.0      B6   \n",
+       "120644  2013      2   11    2228.0      183.0     110.0      161.0      DL   \n",
+       "120645  2013      2   11    2230.0      108.0      23.0      112.0      EV   \n",
+       "120647  2013      2   11    2234.0      374.0     203.0      360.0      US   \n",
+       "120648  2013      2   11    2244.0      309.0      15.0      294.0      B6   \n",
+       "120649  2013      2   11    2245.0      105.0    2356.0      104.0      EV   \n",
+       "120650  2013      2   11    2245.0      105.0      32.0      102.0      MQ   \n",
+       "120651  2013      2   11    2246.0      221.0     113.0      240.0      EV   \n",
+       "120652  2013      2   11    2246.0      166.0     110.0      166.0      9E   \n",
+       "120653  2013      2   11    2246.0      106.0      17.0      102.0      MQ   \n",
+       "120654  2013      2   11    2247.0      242.0     140.0      243.0      9E   \n",
+       "120656  2013      2   11    2255.0      146.0      56.0      143.0      EV   \n",
+       "120657  2013      2   11    2255.0      175.0      21.0      154.0      9E   \n",
+       "120658  2013      2   11    2259.0      144.0       1.0      139.0      EV   \n",
+       "120659  2013      2   11    2300.0      290.0     101.0      264.0      9E   \n",
+       "120660  2013      2   11    2305.0       96.0       3.0       99.0      EV   \n",
+       "120661  2013      2   11    2306.0      141.0      14.0      118.0      9E   \n",
+       "120662  2013      2   11    2313.0      108.0       3.0       99.0      EV   \n",
+       "120663  2013      2   11    2321.0      161.0     236.0      172.0      B6   \n",
+       "120664  2013      2   11    2321.0      141.0     151.0      123.0      B6   \n",
+       "120665  2013      2   11    2322.0      157.0      23.0      150.0      B6   \n",
+       "120666  2013      2   11    2329.0       90.0      25.0       79.0      EV   \n",
+       "120667  2013      2   11    2329.0      179.0     312.0      203.0      B6   \n",
+       "120668  2013      2   11    2331.0      241.0     222.0      219.0      DL   \n",
+       "120669  2013      2   11    2335.0      320.0      58.0      300.0      9E   \n",
+       "120671  2013      2   11    2339.0      219.0     230.0      206.0      B6   \n",
+       "120672  2013      2   11    2350.0      140.0     209.0      128.0      B6   \n",
+       "120673  2013      2   11    2354.0      144.0     234.0      130.0      B6   \n",
+       "120674  2013      2   11    2355.0      220.0     105.0      215.0      AA   \n",
+       "120676  2013      2   11    2357.0       67.0     118.0       72.0      B6   \n",
+       "120677  2013      2   11    2400.0      145.0     251.0      136.0      B6   \n",
+       "120751  2013      2   12      17.0       92.0     122.0       86.0      B6   \n",
+       "120868  2013      2   12     742.0       62.0    1001.0       61.0      EV   \n",
+       "120892  2013      2   12     801.0      111.0     936.0       78.0      EV   \n",
+       "120901  2013      2   12     808.0       63.0    1042.0        8.0      UA   \n",
+       "120918  2013      2   12     827.0       67.0    1024.0       64.0      EV   \n",
+       "120980  2013      2   12     909.0       84.0    1111.0      101.0      AA   \n",
+       "120997  2013      2   12     929.0       84.0    1130.0       61.0      9E   \n",
+       "121000  2013      2   12     934.0       74.0    1041.0       62.0      9E   \n",
+       "121009  2013      2   12     955.0       85.0    1417.0       42.0      DL   \n",
+       "121010  2013      2   12     955.0      235.0    1050.0      232.0      US   \n",
+       "121042  2013      2   12    1032.0      125.0    1227.0      116.0      EV   \n",
+       "121044  2013      2   12    1039.0      104.0    1231.0       90.0      EV   \n",
+       "121053  2013      2   12    1052.0      104.0    1253.0       93.0      EV   \n",
+       "121070  2013      2   12    1109.0       74.0    1332.0       72.0      MQ   \n",
+       "121130  2013      2   12    1229.0      109.0    1347.0      104.0      EV   \n",
+       "121157  2013      2   12    1302.0       72.0    1442.0       57.0      MQ   \n",
+       "121189  2013      2   12    1349.0      259.0    1519.0      256.0      9E   \n",
+       "121245  2013      2   12    1455.0      115.0    1620.0      134.0      9E   \n",
+       "121266  2013      2   12    1511.0       74.0    1724.0       88.0      EV   \n",
+       "121277  2013      2   12    1528.0       98.0    1810.0      101.0      DL   \n",
+       "121283  2013      2   12    1533.0      133.0    1815.0      102.0      UA   \n",
+       "121284  2013      2   12    1535.0       80.0    1843.0       80.0      B6   \n",
+       "121314  2013      2   12    1554.0       62.0    1750.0       55.0      DL   \n",
+       "121366  2013      2   12    1641.0       92.0    1918.0       97.0      EV   \n",
+       "121421  2013      2   12    1726.0      166.0    1912.0      179.0      UA   \n",
+       "121429  2013      2   12    1735.0      159.0    1853.0      149.0      9E   \n",
+       "121471  2013      2   12    1821.0       61.0    2117.0       44.0      DL   \n",
+       "121515  2013      2   12    1902.0       62.0    2020.0       41.0      UA   \n",
+       "121554  2013      2   12    1947.0      168.0    2234.0      139.0      UA   \n",
+       "121562  2013      2   12    1953.0      103.0    2257.0       87.0      AA   \n",
+       "121578  2013      2   12    2010.0      130.0    2313.0      129.0      UA   \n",
+       "121620  2013      2   12    2131.0      121.0    2328.0       97.0      9E   \n",
+       "121622  2013      2   12    2132.0       62.0      18.0       41.0      UA   \n",
+       "121628  2013      2   12    2159.0      209.0     118.0      196.0      UA   \n",
+       "121629  2013      2   12    2214.0      129.0     104.0      113.0      UA   \n",
+       "121635  2013      2   12    2257.0      110.0     117.0      115.0      EV   \n",
+       "121774  2013      2   13     748.0      107.0     857.0       92.0      EV   \n",
+       "121901  2013      2   13     944.0      104.0    1255.0       91.0      DL   \n",
+       "121925  2013      2   13    1010.0       95.0    1310.0       80.0      AA   \n",
+       "121953  2013      2   13    1053.0      123.0    1307.0      114.0      EV   \n",
+       "122020  2013      2   13    1217.0      207.0    1355.0      200.0      MQ   \n",
+       "122030  2013      2   13    1234.0       61.0    1440.0       91.0      EV   \n",
+       "122077  2013      2   13    1331.0       91.0    1540.0      100.0      US   \n",
+       "122126  2013      2   13    1443.0       68.0    1757.0       85.0      B6   \n",
+       "122205  2013      2   13    1553.0       78.0    1811.0       70.0      DL   \n",
+       "122215  2013      2   13    1557.0       97.0    1804.0      104.0      MQ   \n",
+       "122224  2013      2   13    1600.0      155.0    1811.0      186.0      MQ   \n",
+       "122231  2013      2   13    1609.0      130.0    1809.0      172.0      EV   \n",
+       "122300  2013      2   13    1712.0      112.0    2039.0      117.0      DL   \n",
+       "122328  2013      2   13    1733.0       65.0    1839.0       64.0      EV   \n",
+       "122330  2013      2   13    1735.0      171.0    2033.0      169.0      B6   \n",
+       "122335  2013      2   13    1742.0      162.0    2107.0      162.0      AA   \n",
+       "122413  2013      2   13    1901.0      126.0    2201.0       91.0      VX   \n",
+       "122445  2013      2   13    1936.0       81.0    2132.0       55.0      9E   \n",
+       "122450  2013      2   13    1940.0       70.0    2229.0       47.0      UA   \n",
+       "122485  2013      2   13    2022.0      592.0    2247.0      595.0      DL   \n",
+       "122488  2013      2   13    2025.0       95.0    2320.0       68.0      DL   \n",
+       "122492  2013      2   13    2030.0       92.0    2210.0       75.0      EV   \n",
+       "122498  2013      2   13    2033.0       63.0    2355.0       67.0      DL   \n",
+       "122502  2013      2   13    2037.0      147.0    2207.0      142.0      MQ   \n",
+       "122526  2013      2   13    2139.0      154.0    2336.0      143.0      EV   \n",
+       "122537  2013      2   13    2230.0       90.0    2343.0       96.0      US   \n",
+       "122538  2013      2   13    2239.0       74.0    2353.0       63.0      MQ   \n",
+       "122545  2013      2   13    2252.0      167.0      11.0      158.0      EV   \n",
+       "122563  2013      2   14      59.0       80.0     205.0       59.0      UA   \n",
+       "122819  2013      2   14     933.0       98.0    1144.0       92.0      9E   \n",
+       "122842  2013      2   14     958.0      148.0    1227.0      143.0      DL   \n",
+       "122895  2013      2   14    1106.0      126.0    1215.0      118.0      B6   \n",
+       "122904  2013      2   14    1120.0       70.0    1230.0       65.0      B6   \n",
+       "122914  2013      2   14    1127.0      197.0    1436.0      200.0      DL   \n",
+       "122915  2013      2   14    1127.0       87.0    1426.0       95.0      UA   \n",
+       "122919  2013      2   14    1131.0       66.0    1322.0       51.0      9E   \n",
+       "122921  2013      2   14    1132.0      123.0    1617.0      111.0      B6   \n",
+       "122955  2013      2   14    1223.0       84.0    1452.0       78.0      UA   \n",
+       "122963  2013      2   14    1231.0       91.0    1339.0       84.0      MQ   \n",
+       "123028  2013      2   14    1356.0      116.0    1701.0      133.0      B6   \n",
+       "123036  2013      2   14    1407.0       67.0    1621.0       52.0      EV   \n",
+       "123042  2013      2   14    1417.0       77.0    1512.0       66.0      B6   \n",
+       "123070  2013      2   14    1447.0      327.0    1735.0      295.0      AA   \n",
+       "123117  2013      2   14    1521.0      121.0    1832.0      135.0      B6   \n",
+       "123197  2013      2   14    1632.0       93.0    1802.0       78.0      B6   \n",
+       "123258  2013      2   14    1725.0       71.0    1851.0       62.0      UA   \n",
+       "123280  2013      2   14    1746.0       76.0    2107.0       52.0      VX   \n",
+       "123283  2013      2   14    1749.0      109.0    2205.0      185.0      B6   \n",
+       "123286  2013      2   14    1750.0       70.0    1854.0       60.0      B6   \n",
+       "123289  2013      2   14    1754.0      119.0    1901.0       96.0      B6   \n",
+       "123332  2013      2   14    1834.0      124.0    2040.0      127.0      B6   \n",
+       "123363  2013      2   14    1901.0      211.0    2211.0      181.0      AA   \n",
+       "123380  2013      2   14    1921.0       76.0    2046.0       56.0      WN   \n",
+       "123381  2013      2   14    1922.0       62.0    2032.0       50.0      B6   \n",
+       "123398  2013      2   14    1941.0       91.0    2251.0       84.0      B6   \n",
+       "123407  2013      2   14    1945.0      100.0    2059.0       98.0      B6   \n",
+       "123417  2013      2   14    1956.0      151.0    2230.0      104.0      UA   \n",
+       "123419  2013      2   14    1957.0      102.0    2131.0       93.0      9E   \n",
+       "123454  2013      2   14    2040.0       68.0    2244.0       64.0      EV   \n",
+       "123455  2013      2   14    2041.0       69.0    2316.0       69.0      EV   \n",
+       "123472  2013      2   14    2106.0      116.0      22.0      127.0      AA   \n",
+       "123483  2013      2   14    2130.0      110.0    2307.0      102.0      MQ   \n",
+       "123494  2013      2   14    2155.0      150.0     119.0      152.0      DL   \n",
+       "123497  2013      2   14    2219.0       64.0    2307.0       53.0      EV   \n",
+       "123499  2013      2   14    2229.0       61.0      53.0       39.0      B6   \n",
+       "123501  2013      2   14    2238.0       69.0    2340.0       69.0      EV   \n",
+       "123502  2013      2   14    2240.0       70.0    2356.0       61.0      B6   \n",
+       "123510  2013      2   14    2324.0       99.0     403.0       91.0      B6   \n",
+       "123511  2013      2   14    2337.0      158.0     151.0      151.0      B6   \n",
+       "123519  2013      2   15       6.0      171.0      48.0      154.0      EV   \n",
+       "123520  2013      2   15       6.0       76.0     117.0       72.0      B6   \n",
+       "123521  2013      2   15      22.0      112.0     510.0      118.0      B6   \n",
+       "123660  2013      2   15     746.0       76.0    1102.0       48.0      UA   \n",
+       "123671  2013      2   15     758.0       83.0     857.0       69.0      B6   \n",
+       "123796  2013      2   15     957.0       72.0    1100.0       45.0      9E   \n",
+       "123803  2013      2   15    1001.0       61.0    1327.0       67.0      AA   \n",
+       "123830  2013      2   15    1031.0       66.0    1232.0       27.0      WN   \n",
+       "123836  2013      2   15    1036.0      116.0    1337.0      121.0      B6   \n",
+       "123881  2013      2   15    1132.0      182.0    1315.0      170.0      AA   \n",
+       "123907  2013      2   15    1208.0       98.0    1512.0       77.0      AA   \n",
+       "123972  2013      2   15    1333.0       78.0    1656.0      100.0      B6   \n",
+       "124015  2013      2   15    1438.0      113.0    1802.0      137.0      B6   \n",
+       "124101  2013      2   15    1555.0       80.0    1912.0       88.0      B6   \n",
+       "124126  2013      2   15    1609.0       84.0    1957.0      112.0      DL   \n",
+       "124153  2013      2   15    1635.0      100.0    1909.0      100.0      B6   \n",
+       "124186  2013      2   15    1705.0       65.0    2022.0       67.0      AA   \n",
+       "124195  2013      2   15    1713.0       73.0    1857.0       66.0      B6   \n",
+       "124203  2013      2   15    1718.0       78.0    1919.0      100.0      UA   \n",
+       "124223  2013      2   15    1731.0      106.0    2025.0       75.0      AA   \n",
+       "124231  2013      2   15    1744.0       64.0    2044.0       69.0      UA   \n",
+       "124246  2013      2   15    1758.0       88.0    2008.0       95.0      B6   \n",
+       "124254  2013      2   15    1804.0       84.0    1922.0       88.0      B6   \n",
+       "124292  2013      2   15    1843.0       74.0    2154.0       65.0      AA   \n",
+       "124294  2013      2   15    1848.0      109.0    2025.0      108.0      UA   \n",
+       "124353  2013      2   15    1937.0       97.0    2058.0      105.0      US   \n",
+       "124357  2013      2   15    1943.0       61.0    2208.0       72.0      EV   \n",
+       "124366  2013      2   15    1954.0      294.0    2313.0      288.0      AA   \n",
+       "124426  2013      2   15    2107.0       97.0    2236.0       81.0      EV   \n",
+       "124427  2013      2   15    2108.0       88.0    2315.0       86.0      EV   \n",
+       "124439  2013      2   15    2135.0       80.0    2240.0       70.0      AA   \n",
+       "124453  2013      2   15    2236.0       97.0     110.0      110.0      B6   \n",
+       "124454  2013      2   15    2248.0       63.0     344.0       72.0      B6   \n",
+       "124458  2013      2   15    2254.0      114.0    2355.0      100.0      US   \n",
+       "124459  2013      2   15    2302.0       92.0      17.0       82.0      B6   \n",
+       "124461  2013      2   15    2304.0      109.0     205.0      127.0      B6   \n",
+       "124462  2013      2   15    2321.0      112.0      13.0       88.0      EV   \n",
+       "124463  2013      2   15    2336.0      101.0     239.0      111.0      B6   \n",
+       "124473  2013      2   16     134.0      224.0     417.0      215.0      B6   \n",
+       "124571  2013      2   16     742.0       67.0     843.0       53.0      EV   \n",
+       "124588  2013      2   16     757.0      747.0    1013.0      744.0      9E   \n",
+       "124739  2013      2   16    1102.0       62.0    1255.0       37.0      EV   \n",
+       "124775  2013      2   16    1151.0      111.0    1424.0      105.0      DL   \n",
+       "124777  2013      2   16    1153.0       72.0    1357.0       63.0      EV   \n",
+       "124795  2013      2   16    1213.0       98.0    1433.0      110.0      EV   \n",
+       "124844  2013      2   16    1352.0       67.0    1445.0       55.0      AA   \n",
+       "124851  2013      2   16    1400.0       75.0    1736.0      111.0      B6   \n",
+       "124959  2013      2   16    1600.0       71.0    1752.0       47.0      EV   \n",
+       "124963  2013      2   16    1602.0       87.0    1940.0      116.0      B6   \n",
+       "124974  2013      2   16    1611.0      101.0    1853.0       78.0      AA   \n",
+       "125008  2013      2   16    1650.0       95.0    1825.0       85.0      MQ   \n",
+       "125019  2013      2   16    1701.0       61.0    2015.0       75.0      B6   \n",
+       "125044  2013      2   16    1728.0       93.0    1839.0       74.0      B6   \n",
+       "125050  2013      2   16    1738.0       68.0    2207.0      214.0      B6   \n",
+       "125051  2013      2   16    1741.0       71.0    1917.0       30.0      EV   \n",
+       "125072  2013      2   16    1812.0       67.0    2044.0       34.0      AA   \n",
+       "125088  2013      2   16    1835.0       66.0    2142.0       53.0      AA   \n",
+       "125114  2013      2   16    1908.0       78.0    2200.0       79.0      B6   \n",
+       "125159  2013      2   16    2020.0      105.0    2125.0       95.0      MQ   \n",
+       "125168  2013      2   16    2030.0       65.0    2146.0       63.0      9E   \n",
+       "125183  2013      2   16    2124.0       64.0      44.0       77.0      B6   \n",
+       "125185  2013      2   16    2128.0      108.0    2226.0       82.0      9E   \n",
+       "125189  2013      2   16    2132.0      130.0    2340.0      133.0      EV   \n",
+       "125206  2013      2   16    2326.0      171.0     200.0      160.0      B6   \n",
+       "125210  2013      2   17      25.0      285.0     311.0      266.0      B6   \n",
+       "125306  2013      2   17     758.0       98.0     910.0       73.0      B6   \n",
+       "125311  2013      2   17     801.0      136.0    1310.0      167.0      B6   \n",
+       "125343  2013      2   17     827.0       72.0    1151.0       74.0      B6   \n",
+       "125369  2013      2   17     855.0      160.0    1103.0      163.0      US   \n",
+       "125411  2013      2   17     952.0       85.0    1451.0       95.0      B6   \n",
+       "125421  2013      2   17    1000.0       85.0    1130.0       78.0      9E   \n",
+       "125426  2013      2   17    1005.0       80.0    1113.0       58.0      9E   \n",
+       "125515  2013      2   17    1158.0       88.0    1459.0       79.0      UA   \n",
+       "125554  2013      2   17    1314.0       74.0    1426.0       81.0      US   \n",
+       "125569  2013      2   17    1327.0      204.0    1458.0      220.0      UA   \n",
+       "125573  2013      2   17    1331.0       91.0    1443.0       90.0      EV   \n",
+       "125575  2013      2   17    1333.0       78.0    1453.0       84.0      UA   \n",
+       "125584  2013      2   17    1348.0      108.0    1505.0      122.0      B6   \n",
+       "125600  2013      2   17    1404.0      284.0    1517.0      290.0      B6   \n",
+       "125700  2013      2   17    1555.0       70.0    1728.0       88.0      UA   \n",
+       "125708  2013      2   17    1602.0      153.0    2006.0      191.0      UA   \n",
+       "125729  2013      2   17    1621.0      141.0    1731.0      138.0      B6   \n",
+       "125745  2013      2   17    1632.0       65.0    1902.0       50.0      UA   \n",
+       "125757  2013      2   17    1650.0      111.0    1820.0       96.0      B6   \n",
+       "125784  2013      2   17    1714.0       74.0    1941.0       51.0      DL   \n",
+       "125788  2013      2   17    1716.0       76.0    1844.0       53.0      B6   \n",
+       "125800  2013      2   17    1722.0      102.0    1936.0      103.0      EV   \n",
+       "125811  2013      2   17    1733.0      233.0    2040.0      232.0      B6   \n",
+       "125812  2013      2   17    1734.0       64.0    2043.0       49.0      B6   \n",
+       "125815  2013      2   17    1736.0       70.0    1930.0       87.0      EV   \n",
+       "125829  2013      2   17    1751.0      186.0    2047.0      183.0      B6   \n",
+       "125844  2013      2   17    1804.0       84.0    2106.0       84.0      B6   \n",
+       "125852  2013      2   17    1817.0       61.0    1946.0       88.0      EV   \n",
+       "125867  2013      2   17    1834.0      114.0    2017.0      143.0      B6   \n",
+       "125869  2013      2   17    1836.0       86.0    2135.0       80.0      AA   \n",
+       "125892  2013      2   17    1859.0       69.0    2143.0       62.0      B6   \n",
+       "125893  2013      2   17    1859.0       75.0    2051.0      103.0      UA   \n",
+       "125910  2013      2   17    1918.0       78.0    2205.0       56.0      B6   \n",
+       "125942  2013      2   17    2001.0       61.0    2159.0       35.0      9E   \n",
+       "125979  2013      2   17    2042.0       67.0    2216.0       31.0      9E   \n",
+       "125983  2013      2   17    2044.0       69.0      11.0       55.0      B6   \n",
+       "125987  2013      2   17    2049.0      274.0    2343.0      268.0      B6   \n",
+       "125989  2013      2   17    2052.0       62.0      18.0       50.0      B6   \n",
+       "125994  2013      2   17    2057.0      157.0    2207.0      145.0      B6   \n",
+       "125998  2013      2   17    2101.0      101.0    2217.0       61.0      9E   \n",
+       "126002  2013      2   17    2108.0       98.0    2259.0       68.0      9E   \n",
+       "126014  2013      2   17    2142.0       62.0      27.0       44.0      B6   \n",
+       "126023  2013      2   17    2230.0       61.0      54.0       58.0      B6   \n",
+       "126025  2013      2   17    2235.0       74.0       8.0       53.0      EV   \n",
+       "126028  2013      2   17    2244.0      119.0     140.0      103.0      B6   \n",
+       "126032  2013      2   17    2308.0       73.0     134.0       53.0      B6   \n",
+       "126033  2013      2   17    2312.0      157.0     228.0      188.0      B6   \n",
+       "126034  2013      2   17    2314.0       74.0     135.0       35.0      UA   \n",
+       "126035  2013      2   17    2319.0      124.0     142.0      104.0      B6   \n",
+       "126037  2013      2   17    2343.0      118.0     215.0      101.0      B6   \n",
+       "126038  2013      2   17    2344.0      164.0     159.0      133.0      B6   \n",
+       "126060  2013      2   18      41.0      221.0     209.0      199.0      MQ   \n",
+       "126162  2013      2   18     711.0       71.0    1028.0       63.0      UA   \n",
+       "126168  2013      2   18     717.0       62.0     924.0       29.0      9E   \n",
+       "126221  2013      2   18     811.0       76.0    1054.0       91.0      B6   \n",
+       "126244  2013      2   18     831.0       92.0    1113.0       95.0      DL   \n",
+       "126290  2013      2   18     915.0       71.0    1255.0       86.0      UA   \n",
+       "126304  2013      2   18     929.0       64.0    1231.0       58.0      B6   \n",
+       "126314  2013      2   18     948.0       63.0    1126.0       37.0      EV   \n",
+       "126315  2013      2   18     950.0      130.0    1238.0      114.0      B6   \n",
+       "126379  2013      2   18    1058.0      208.0    1311.0      187.0      DL   \n",
+       "126384  2013      2   18    1101.0      146.0    1402.0      132.0      AA   \n",
+       "126387  2013      2   18    1107.0      117.0    1226.0       93.0      B6   \n",
+       "126401  2013      2   18    1123.0      143.0    1245.0      116.0      UA   \n",
+       "126406  2013      2   18    1130.0      174.0    1402.0      139.0      UA   \n",
+       "126425  2013      2   18    1152.0      152.0    1507.0      142.0      AA   \n",
+       "126487  2013      2   18    1309.0      129.0    1446.0      106.0      WN   \n",
+       "126575  2013      2   18    1459.0       69.0    1658.0       61.0      EV   \n",
+       "126587  2013      2   18    1509.0       70.0    1642.0       75.0      EV   \n",
+       "126591  2013      2   18    1510.0      216.0    1755.0      201.0      UA   \n",
+       "126665  2013      2   18    1610.0       80.0    1743.0       77.0      EV   \n",
+       "126743  2013      2   18    1720.0       65.0    1931.0       41.0      WN   \n",
+       "126755  2013      2   18    1729.0       94.0    1836.0       71.0      B6   \n",
+       "126764  2013      2   18    1742.0      112.0    1937.0       77.0      9E   \n",
+       "126798  2013      2   18    1808.0       88.0    2127.0       92.0      AA   \n",
+       "126822  2013      2   18    1837.0      102.0    2159.0       90.0      DL   \n",
+       "126823  2013      2   18    1838.0       98.0    2114.0       91.0      DL   \n",
+       "126826  2013      2   18    1841.0       76.0    2141.0       61.0      AA   \n",
+       "126871  2013      2   18    1926.0      281.0    2141.0      271.0      MQ   \n",
+       "126881  2013      2   18    1939.0       94.0    2046.0       85.0      B6   \n",
+       "126885  2013      2   18    1940.0      107.0    2237.0       84.0      UA   \n",
+       "126914  2013      2   18    2007.0       66.0    2203.0       82.0      UA   \n",
+       "126932  2013      2   18    2035.0       92.0    2144.0       82.0      EV   \n",
+       "126959  2013      2   18    2103.0       83.0    2300.0       71.0      EV   \n",
+       "126960  2013      2   18    2104.0      154.0      54.0        NaN      UA   \n",
+       "126965  2013      2   18    2112.0      102.0    2241.0       86.0      EV   \n",
+       "126979  2013      2   18    2143.0      103.0    2342.0       95.0      EV   \n",
+       "126980  2013      2   18    2143.0      108.0      37.0       87.0      AA   \n",
+       "126985  2013      2   18    2159.0      204.0    2311.0      184.0      B6   \n",
+       "126986  2013      2   18    2207.0      247.0    2331.0      231.0      UA   \n",
+       "126988  2013      2   18    2210.0      195.0    2345.0      165.0      MQ   \n",
+       "127001  2013      2   18    2335.0      127.0     201.0      107.0      B6   \n",
+       "127006  2013      2   19       3.0       73.0     109.0       64.0      B6   \n",
+       "127007  2013      2   19       8.0      143.0     100.0      141.0      EV   \n",
+       "127008  2013      2   19      15.0       80.0     113.0       76.0      B6   \n",
+       "127010  2013      2   19     114.0      225.0     234.0      243.0      EV   \n",
+       "127011  2013      2   19     114.0      242.0     233.0      249.0      EV   \n",
+       "127178  2013      2   19     813.0       68.0    1056.0       76.0      MQ   \n",
+       "127305  2013      2   19    1022.0      127.0    1250.0       93.0      DL   \n",
+       "127362  2013      2   19    1142.0       71.0    1320.0       75.0      EV   \n",
+       "127384  2013      2   19    1200.0       85.0    1535.0       91.0      B6   \n",
+       "127388  2013      2   19    1207.0      129.0    1328.0      145.0      9E   \n",
+       "127389  2013      2   19    1207.0       97.0    1541.0      106.0      AA   \n",
+       "127392  2013      2   19    1210.0      100.0    1554.0       99.0      VX   \n",
+       "127443  2013      2   19    1332.0       92.0    1427.0       84.0      B6   \n",
+       "127472  2013      2   19    1406.0      141.0    1715.0      141.0      DL   \n",
+       "127529  2013      2   19    1504.0       95.0    1720.0      114.0      EV   \n",
+       "127530  2013      2   19    1505.0      155.0    1640.0      166.0      EV   \n",
+       "127531  2013      2   19    1505.0       68.0    1619.0       66.0      EV   \n",
+       "127541  2013      2   19    1517.0       78.0    1644.0       77.0      EV   \n",
+       "127544  2013      2   19    1519.0      149.0    1739.0      124.0      WN   \n",
+       "127545  2013      2   19    1520.0      162.0    1719.0      164.0      EV   \n",
+       "127554  2013      2   19    1528.0       78.0    1836.0       93.0      B6   \n",
+       "127566  2013      2   19    1545.0      165.0    1720.0      194.0      9E   \n",
+       "127598  2013      2   19    1608.0      102.0    1751.0       75.0      DL   \n",
+       "127629  2013      2   19    1640.0      100.0    1748.0       70.0      UA   \n",
+       "127635  2013      2   19    1650.0      105.0    1832.0       98.0      EV   \n",
+       "127669  2013      2   19    1719.0       89.0    1931.0       71.0      9E   \n",
+       "127683  2013      2   19    1736.0       66.0    2109.0       54.0      VX   \n",
+       "127694  2013      2   19    1743.0       63.0    1901.0       67.0      B6   \n",
+       "127705  2013      2   19    1756.0       96.0    1856.0       89.0      EV   \n",
+       "127724  2013      2   19    1816.0       76.0    1926.0       69.0      US   \n",
+       "127725  2013      2   19    1817.0       82.0    2208.0       99.0      DL   \n",
+       "127736  2013      2   19    1828.0      163.0    2024.0      201.0      9E   \n",
+       "127737  2013      2   19    1829.0       87.0    2020.0       89.0      EV   \n",
+       "127741  2013      2   19    1832.0      142.0    2020.0      168.0      9E   \n",
+       "127752  2013      2   19    1840.0       75.0    2120.0       63.0      UA   \n",
+       "127760  2013      2   19    1848.0      148.0    2041.0      147.0      EV   \n",
+       "127761  2013      2   19    1850.0      140.0    2052.0      136.0      EV   \n",
+       "127762  2013      2   19    1852.0      157.0    2106.0      136.0      WN   \n",
+       "127769  2013      2   19    1901.0       91.0    2157.0       83.0      UA   \n",
+       "127771  2013      2   19    1906.0      137.0    2023.0      127.0      EV   \n",
+       "127799  2013      2   19    1928.0       68.0    2109.0       79.0      9E   \n",
+       "127800  2013      2   19    1928.0       88.0    2050.0       72.0      UA   \n",
+       "127803  2013      2   19    1933.0       83.0    2111.0       86.0      MQ   \n",
+       "127808  2013      2   19    1938.0       78.0    2102.0       59.0      EV   \n",
+       "127809  2013      2   19    1940.0       65.0    2122.0       75.0      B6   \n",
+       "127810  2013      2   19    1941.0      176.0    2252.0      167.0      AA   \n",
+       "127813  2013      2   19    1945.0      135.0    2151.0      133.0      EV   \n",
+       "127817  2013      2   19    1948.0       63.0    2128.0       58.0      MQ   \n",
+       "127820  2013      2   19    1954.0      174.0    2138.0      178.0      MQ   \n",
+       "127826  2013      2   19    1959.0      277.0    2153.0      266.0      EV   \n",
+       "127839  2013      2   19    2016.0      111.0    2217.0      107.0      EV   \n",
+       "127846  2013      2   19    2026.0       86.0    2154.0       84.0      EV   \n",
+       "127848  2013      2   19    2040.0       65.0    2225.0       40.0      9E   \n",
+       "127853  2013      2   19    2047.0      202.0    2144.0      197.0      EV   \n",
+       "127854  2013      2   19    2048.0       76.0    2317.0       70.0      EV   \n",
+       "127862  2013      2   19    2057.0      135.0    2311.0      135.0      EV   \n",
+       "127864  2013      2   19    2101.0       81.0    2240.0       75.0      MQ   \n",
+       "127865  2013      2   19    2102.0       90.0    2257.0       77.0      EV   \n",
+       "127866  2013      2   19    2102.0       92.0    2320.0       89.0      9E   \n",
+       "127867  2013      2   19    2103.0       78.0    2349.0       68.0      9E   \n",
+       "127869  2013      2   19    2107.0       67.0    2247.0       55.0      9E   \n",
+       "127875  2013      2   19    2122.0      123.0    2319.0      111.0      EV   \n",
+       "127877  2013      2   19    2123.0       83.0    2222.0       78.0      EV   \n",
+       "127882  2013      2   19    2129.0      146.0    2252.0      150.0      EV   \n",
+       "127886  2013      2   19    2132.0       92.0    2357.0      110.0      EV   \n",
+       "127887  2013      2   19    2132.0       97.0    2241.0       76.0      WN   \n",
+       "127890  2013      2   19    2136.0      101.0      25.0      105.0      EV   \n",
+       "127892  2013      2   19    2144.0      114.0    2245.0      105.0      EV   \n",
+       "127895  2013      2   19    2150.0      100.0    2253.0       75.0      EV   \n",
+       "127896  2013      2   19    2151.0       96.0    2326.0       76.0      MQ   \n",
+       "127897  2013      2   19    2153.0      144.0      45.0      119.0      DL   \n",
+       "127900  2013      2   19    2157.0       73.0    2251.0       61.0      EV   \n",
+       "127902  2013      2   19    2203.0       63.0    2345.0       55.0      MQ   \n",
+       "127903  2013      2   19    2206.0      121.0      10.0      103.0      EV   \n",
+       "127904  2013      2   19    2210.0       70.0      28.0       73.0      EV   \n",
+       "127905  2013      2   19    2210.0       70.0      50.0       53.0      UA   \n",
+       "127907  2013      2   19    2213.0      126.0       4.0      118.0      EV   \n",
+       "127908  2013      2   19    2220.0      160.0    2329.0      143.0      9E   \n",
+       "127910  2013      2   19    2224.0      115.0    2336.0      116.0      9E   \n",
+       "127912  2013      2   19    2234.0      119.0     109.0      109.0      B6   \n",
+       "127913  2013      2   19    2239.0      154.0     110.0      153.0      EV   \n",
+       "127915  2013      2   19    2241.0      101.0      17.0      102.0      MQ   \n",
+       "127917  2013      2   19    2248.0       83.0       4.0       74.0      MQ   \n",
+       "127920  2013      2   19    2252.0      112.0    2359.0       94.0      EV   \n",
+       "127922  2013      2   19    2257.0       77.0    2352.0       71.0      EV   \n",
+       "127923  2013      2   19    2257.0       72.0     151.0       77.0      B6   \n",
+       "127924  2013      2   19    2300.0      140.0      56.0      139.0      EV   \n",
+       "127925  2013      2   19    2301.0      201.0     115.0      206.0      EV   \n",
+       "127926  2013      2   19    2304.0      109.0      55.0      106.0      EV   \n",
+       "127927  2013      2   19    2320.0      100.0      28.0      101.0      EV   \n",
+       "127928  2013      2   19    2324.0      788.0     114.0      767.0      DL   \n",
+       "127930  2013      2   19    2330.0      121.0      31.0      106.0      EV   \n",
+       "127931  2013      2   19    2334.0       99.0     223.0       95.0      B6   \n",
+       "127950  2013      2   20     121.0      232.0     232.0      227.0      EV   \n",
+       "128077  2013      2   20     732.0       92.0     855.0      100.0      EV   \n",
+       "128217  2013      2   20     948.0       68.0    1207.0       55.0      EV   \n",
+       "128226  2013      2   20     955.0       95.0    1148.0       91.0      EV   \n",
+       "128284  2013      2   20    1107.0      128.0    1336.0      137.0      EV   \n",
+       "128290  2013      2   20    1115.0      190.0    1211.0      176.0      EV   \n",
+       "128351  2013      2   20    1244.0      239.0    1436.0      227.0      EV   \n",
+       "128359  2013      2   20    1253.0      135.0    1449.0      123.0      EV   \n",
+       "128374  2013      2   20    1309.0       68.0    1414.0       60.0      EV   \n",
+       "128377  2013      2   20    1310.0      107.0    1448.0      109.0      EV   \n",
+       "128381  2013      2   20    1322.0       87.0    1425.0       81.0      9E   \n",
+       "128387  2013      2   20    1331.0      141.0    1435.0      135.0      B6   \n",
+       "128415  2013      2   20    1357.0       72.0    1646.0       61.0      B6   \n",
+       "128422  2013      2   20    1409.0       81.0    1653.0       75.0      B6   \n",
+       "128545  2013      2   20    1609.0      100.0    1739.0      104.0      B6   \n",
+       "128551  2013      2   20    1614.0       79.0    1733.0       81.0      B6   \n",
+       "128556  2013      2   20    1620.0       94.0    1833.0       91.0      EV   \n",
+       "128561  2013      2   20    1625.0       95.0    1922.0       87.0      AA   \n",
+       "128586  2013      2   20    1646.0      101.0    2121.0       81.0      B6   \n",
+       "128608  2013      2   20    1700.0       92.0    1833.0       92.0      EV   \n",
+       "128609  2013      2   20    1700.0       70.0    2136.0       46.0      AA   \n",
+       "128611  2013      2   20    1703.0      124.0    1853.0      129.0      B6   \n",
+       "128614  2013      2   20    1705.0       66.0       NaN        NaN      EV   \n",
+       "128621  2013      2   20    1711.0      146.0    2020.0      156.0      B6   \n",
+       "128626  2013      2   20    1715.0      158.0    1831.0      167.0      EV   \n",
+       "128644  2013      2   20    1726.0       66.0    1923.0       69.0      EV   \n",
+       "128672  2013      2   20    1758.0      130.0    2005.0      133.0      EV   \n",
+       "128673  2013      2   20    1759.0       83.0    1947.0       95.0      EV   \n",
+       "128677  2013      2   20    1801.0      126.0    1926.0      121.0      B6   \n",
+       "128711  2013      2   20    1843.0       72.0    1956.0       83.0      EV   \n",
+       "128753  2013      2   20    1930.0       85.0    2051.0       90.0      B6   \n",
+       "128761  2013      2   20    1938.0       78.0    2103.0       58.0      AA   \n",
+       "128766  2013      2   20    1946.0       76.0    2237.0       32.0      AA   \n",
+       "128791  2013      2   20    2015.0       85.0    2316.0       47.0      DL   \n",
+       "128794  2013      2   20    2017.0      195.0    2217.0      206.0      EV   \n",
+       "128806  2013      2   20    2027.0      247.0    2131.0      244.0      EV   \n",
+       "128811  2013      2   20    2033.0       93.0    2150.0       95.0      US   \n",
+       "128821  2013      2   20    2046.0      181.0    2346.0      171.0      AA   \n",
+       "128827  2013      2   20    2054.0      149.0    2306.0      156.0      EV   \n",
+       "128829  2013      2   20    2057.0      192.0      34.0      194.0      AA   \n",
+       "128834  2013      2   20    2106.0       61.0    2331.0       64.0      EV   \n",
+       "128837  2013      2   20    2108.0       68.0    2350.0       51.0      B6   \n",
+       "128840  2013      2   20    2112.0       62.0    2239.0       61.0      EV   \n",
+       "128844  2013      2   20    2124.0       69.0    2231.0       61.0      AA   \n",
+       "128848  2013      2   20    2134.0       65.0      48.0       63.0      B6   \n",
+       "128852  2013      2   20    2138.0      163.0    2316.0      136.0      MQ   \n",
+       "128853  2013      2   20    2139.0       84.0    2325.0       75.0      MQ   \n",
+       "128861  2013      2   20    2154.0      134.0      48.0      128.0      AA   \n",
+       "128864  2013      2   20    2204.0      184.0      55.0      158.0      DL   \n",
+       "128865  2013      2   20    2205.0       85.0       7.0       90.0      EV   \n",
+       "128870  2013      2   20    2219.0       64.0       2.0       53.0      EV   \n",
+       "128872  2013      2   20    2233.0       68.0    2349.0       59.0      MQ   \n",
+       "128874  2013      2   20    2239.0       69.0     120.0       59.0      B6   \n",
+       "128879  2013      2   20    2303.0      108.0     140.0      102.0      B6   \n",
+       "128880  2013      2   20    2316.0      107.0      10.0       99.0      EV   \n",
+       "128881  2013      2   20    2326.0      162.0      19.0      149.0      EV   \n",
+       "128882  2013      2   20    2338.0       68.0     400.0       48.0      B6   \n",
+       "128898  2013      2   21      20.0      301.0     200.0      272.0      EV   \n",
+       "129137  2013      2   21     909.0       79.0    1129.0       85.0      DL   \n",
+       "129156  2013      2   21     934.0       79.0    1131.0       79.0      EV   \n",
+       "129160  2013      2   21     943.0      113.0    1117.0       97.0      9E   \n",
+       "129161  2013      2   21     945.0       95.0    1121.0       86.0      MQ   \n",
+       "129205  2013      2   21    1038.0       98.0    1340.0       72.0      DL   \n",
+       "129209  2013      2   21    1042.0      102.0    1339.0       79.0      AA   \n",
+       "129212  2013      2   21    1046.0       77.0    1301.0       55.0      EV   \n",
+       "129240  2013      2   21    1125.0       86.0    1302.0       98.0      EV   \n",
+       "129261  2013      2   21    1148.0       68.0    1454.0       77.0      UA   \n",
+       "129265  2013      2   21    1150.0      200.0    1343.0      208.0      AA   \n",
+       "129340  2013      2   21    1336.0       61.0    1510.0       55.0      MQ   \n",
+       "129356  2013      2   21    1356.0       78.0    1615.0      100.0      EV   \n",
+       "129375  2013      2   21    1421.0       79.0    1544.0      100.0      EV   \n",
+       "129384  2013      2   21    1438.0      102.0    1553.0       96.0      EV   \n",
+       "129408  2013      2   21    1455.0       85.0    1810.0       90.0      AA   \n",
+       "129420  2013      2   21    1507.0       87.0    1744.0       79.0      B6   \n",
+       "129435  2013      2   21    1523.0       84.0    1747.0       69.0      DL   \n",
+       "129476  2013      2   21    1555.0       70.0    1845.0       58.0      UA   \n",
+       "129497  2013      2   21    1612.0      192.0    1717.0      191.0      9E   \n",
+       "129506  2013      2   21    1618.0       85.0    1841.0       76.0      EV   \n",
+       "129508  2013      2   21    1618.0       93.0    1847.0      127.0      EV   \n",
+       "129533  2013      2   21    1639.0      104.0    1802.0       77.0      AA   \n",
+       "129561  2013      2   21    1710.0      160.0    1819.0      146.0      EV   \n",
+       "129587  2013      2   21    1727.0       97.0    1848.0       98.0      WN   \n",
+       "129590  2013      2   21    1728.0      252.0    1839.0      266.0      EV   \n",
+       "129597  2013      2   21    1738.0       78.0    1841.0       77.0      EV   \n",
+       "129634  2013      2   21    1815.0       95.0    1943.0      109.0      B6   \n",
+       "129652  2013      2   21    1837.0      108.0    2003.0      107.0      EV   \n",
+       "129659  2013      2   21    1842.0      122.0    2156.0      121.0      AA   \n",
+       "129689  2013      2   21    1920.0       65.0    2039.0       47.0      9E   \n",
+       "129700  2013      2   21    1935.0      179.0    2102.0      170.0      EV   \n",
+       "129720  2013      2   21    1956.0      146.0    2253.0      127.0      B6   \n",
+       "129729  2013      2   21    2002.0       97.0    2217.0       92.0      UA   \n",
+       "129733  2013      2   21    2006.0      161.0    2100.0      153.0      EV   \n",
+       "129735  2013      2   21    2007.0      137.0    2302.0      129.0      UA   \n",
+       "129741  2013      2   21    2013.0      168.0    2310.0      144.0      UA   \n",
+       "129746  2013      2   21    2020.0       80.0    2134.0       79.0      US   \n",
+       "129754  2013      2   21    2034.0      184.0    2233.0      175.0      EV   \n",
+       "129764  2013      2   21    2043.0       68.0    2243.0       58.0      9E   \n",
+       "129767  2013      2   21    2046.0       81.0    2223.0       57.0      9E   \n",
+       "129769  2013      2   21    2050.0       70.0    2240.0       75.0      MQ   \n",
+       "129778  2013      2   21    2056.0       66.0      37.0       69.0      B6   \n",
+       "129784  2013      2   21    2103.0       83.0    2208.0       78.0      EV   \n",
+       "129793  2013      2   21    2120.0       65.0    2236.0       66.0      AA   \n",
+       "129794  2013      2   21    2122.0       82.0      52.0      127.0      EV   \n",
+       "129801  2013      2   21    2133.0       93.0    2308.0       76.0      9E   \n",
+       "129805  2013      2   21    2144.0       69.0      20.0       60.0      B6   \n",
+       "129806  2013      2   21    2148.0       98.0    2313.0       95.0      EV   \n",
+       "129809  2013      2   21    2152.0       72.0       9.0       92.0      EV   \n",
+       "129812  2013      2   21    2155.0      135.0      48.0      128.0      AA   \n",
+       "129813  2013      2   21    2158.0      118.0    2256.0      112.0      EV   \n",
+       "129820  2013      2   21    2209.0      100.0     138.0      125.0      UA   \n",
+       "129822  2013      2   21    2218.0      173.0     110.0      143.0      DL   \n",
+       "129833  2013      2   21    2351.0      171.0     206.0      171.0      EV   \n",
+       "129860  2013      2   22       9.0      134.0     250.0      129.0      B6   \n",
+       "129957  2013      2   22     703.0       63.0     949.0       39.0      UA   \n",
+       "129967  2013      2   22     716.0       71.0     824.0       63.0      EV   \n",
+       "129999  2013      2   22     758.0       83.0     934.0       89.0      EV   \n",
+       "130037  2013      2   22     825.0       85.0    1012.0      100.0      EV   \n",
+       "130082  2013      2   22     856.0       87.0    1115.0      117.0      EV   \n",
+       "130096  2013      2   22     903.0      153.0    1027.0      158.0      EV   \n",
+       "130147  2013      2   22    1016.0      121.0    1240.0      148.0      EV   \n",
+       "130161  2013      2   22    1034.0       83.0    1347.0       87.0      UA   \n",
+       "130168  2013      2   22    1051.0      127.0    1142.0      104.0      EV   \n",
+       "130204  2013      2   22    1136.0       66.0    1324.0       74.0      AA   \n",
+       "130213  2013      2   22    1147.0       97.0    1313.0       93.0      MQ   \n",
+       "130241  2013      2   22    1220.0       80.0    1357.0      102.0      MQ   \n",
+       "130247  2013      2   22    1232.0      121.0    1349.0      119.0      EV   \n",
+       "130251  2013      2   22    1235.0       61.0    1343.0       56.0      EV   \n",
+       "130259  2013      2   22    1243.0      107.0    1400.0      100.0      EV   \n",
+       "130260  2013      2   22    1244.0       90.0    1335.0       77.0      EV   \n",
+       "130261  2013      2   22    1247.0       73.0    1535.0      105.0      EV   \n",
+       "130262  2013      2   22    1248.0      138.0    1451.0      156.0      MQ   \n",
+       "130302  2013      2   22    1346.0       76.0    1505.0       71.0      EV   \n",
+       "130304  2013      2   22    1347.0       62.0    1539.0       55.0      EV   \n",
+       "130305  2013      2   22    1348.0       63.0    1648.0       63.0      B6   \n",
+       "130309  2013      2   22    1351.0      190.0    1610.0      196.0      EV   \n",
+       "130317  2013      2   22    1401.0       65.0    1515.0       58.0      EV   \n",
+       "130318  2013      2   22    1407.0      111.0    1514.0      104.0      EV   \n",
+       "130361  2013      2   22    1452.0      112.0    1737.0      127.0      EV   \n",
+       "130370  2013      2   22    1458.0       61.0    1614.0       61.0      EV   \n",
+       "130374  2013      2   22    1459.0       74.0    1742.0       47.0      B6   \n",
+       "130390  2013      2   22    1521.0      112.0    1741.0      135.0      EV   \n",
+       "130408  2013      2   22    1539.0       70.0    1712.0       77.0      B6   \n",
+       "130444  2013      2   22    1603.0       64.0    1743.0       69.0      UA   \n",
+       "130451  2013      2   22    1608.0      160.0    1805.0      153.0      EV   \n",
+       "130457  2013      2   22    1616.0      137.0    1810.0      156.0      UA   \n",
+       "130461  2013      2   22    1621.0       63.0    1740.0       58.0      EV   \n",
+       "130480  2013      2   22    1638.0       70.0    1827.0       86.0      EV   \n",
+       "130484  2013      2   22    1641.0       72.0    1754.0       72.0      EV   \n",
+       "130505  2013      2   22    1658.0       70.0    1859.0       67.0      EV   \n",
+       "130535  2013      2   22    1723.0      103.0    1937.0      114.0      9E   \n",
+       "130542  2013      2   22    1726.0      157.0    2030.0      166.0      B6   \n",
+       "130559  2013      2   22    1744.0       64.0    2119.0      104.0      UA   \n",
+       "130561  2013      2   22    1747.0       77.0    2008.0       95.0      B6   \n",
+       "130563  2013      2   22    1748.0       82.0    1946.0      103.0      EV   \n",
+       "130590  2013      2   22    1816.0       66.0    2209.0      114.0      AA   \n",
+       "130603  2013      2   22    1829.0      149.0    2016.0      145.0      B6   \n",
+       "130604  2013      2   22    1829.0       89.0    2201.0       96.0      WN   \n",
+       "130610  2013      2   22    1834.0      247.0    2037.0      245.0      EV   \n",
+       "130664  2013      2   22    1926.0      236.0    2249.0        NaN      MQ   \n",
+       "130665  2013      2   22    1927.0       67.0    2058.0       76.0      B6   \n",
+       "130667  2013      2   22    1931.0       76.0    2145.0       68.0      9E   \n",
+       "130676  2013      2   22    1944.0      162.0    2154.0      183.0      EV   \n",
+       "130693  2013      2   22    1955.0      110.0    2115.0      114.0      B6   \n",
+       "130696  2013      2   22    1956.0       61.0    2219.0       79.0      MQ   \n",
+       "130702  2013      2   22    2000.0      180.0    2320.0      205.0      AA   \n",
+       "130710  2013      2   22    2010.0      260.0    2222.0      242.0      9E   \n",
+       "130713  2013      2   22    2014.0      164.0    2246.0      169.0      F9   \n",
+       "130722  2013      2   22    2030.0      108.0    2304.0      128.0      EV   \n",
+       "130733  2013      2   22    2048.0       78.0    2231.0       76.0      EV   \n",
+       "130740  2013      2   22    2053.0      143.0    2255.0      131.0      EV   \n",
+       "130750  2013      2   22    2101.0      156.0    2300.0      135.0      UA   \n",
+       "130755  2013      2   22    2112.0      100.0    2329.0      109.0      EV   \n",
+       "130761  2013      2   22    2124.0      104.0    2331.0      102.0      EV   \n",
+       "130765  2013      2   22    2134.0       79.0    2250.0       80.0      AA   \n",
+       "130778  2013      2   22    2211.0       91.0      17.0      100.0      EV   \n",
+       "130780  2013      2   22    2232.0       63.0    2351.0       80.0      EV   \n",
+       "130783  2013      2   22    2240.0      115.0    2355.0       90.0      AA   \n",
+       "130785  2013      2   22    2246.0       91.0      45.0       96.0      EV   \n",
+       "130786  2013      2   22    2254.0       69.0    2349.0       70.0      EV   \n",
+       "130789  2013      2   22    2301.0      196.0     129.0      168.0      9E   \n",
+       "130790  2013      2   22    2301.0      161.0     155.0      158.0      UA   \n",
+       "130794  2013      2   22    2326.0      117.0      26.0      101.0      EV   \n",
+       "130797  2013      2   22    2349.0      169.0     121.0      181.0      MQ   \n",
+       "130816  2013      2   23      18.0       88.0     130.0       85.0      B6   \n",
+       "130817  2013      2   23      32.0      107.0     136.0      100.0      B6   \n",
+       "130818  2013      2   23     122.0       83.0     554.0       76.0      B6   \n",
+       "130819  2013      2   23     122.0      263.0     345.0      265.0      B6   \n",
+       "130902  2013      2   23     721.0       81.0    1021.0       83.0      UA   \n",
+       "130987  2013      2   23     848.0       98.0    1037.0      107.0      MQ   \n",
+       "131011  2013      2   23     911.0       61.0    1116.0       81.0      MQ   \n",
+       "131025  2013      2   23     928.0       96.0    1128.0      106.0      EV   \n",
+       "131035  2013      2   23     939.0      139.0    1239.0      144.0      UA   \n",
+       "131052  2013      2   23    1010.0       85.0    1456.0       66.0      AA   \n",
+       "131065  2013      2   23    1028.0       83.0    1222.0       67.0      MQ   \n",
+       "131072  2013      2   23    1042.0       73.0    1325.0       70.0      UA   \n",
+       "131083  2013      2   23    1105.0       65.0    1224.0       68.0      EV   \n",
+       "131099  2013      2   23    1127.0      127.0       NaN        NaN      AA   \n",
+       "131106  2013      2   23    1136.0       66.0    1422.0       88.0      DL   \n",
+       "131130  2013      2   23    1201.0      171.0    1346.0      173.0      B6   \n",
+       "131143  2013      2   23    1226.0      206.0    1746.0      126.0      HA   \n",
+       "131178  2013      2   23    1333.0      278.0    1454.0      271.0      9E   \n",
+       "131189  2013      2   23    1348.0      114.0    1700.0      154.0      EV   \n",
+       "131199  2013      2   23    1403.0       63.0    1514.0       70.0      EV   \n",
+       "131201  2013      2   23    1404.0       65.0    1537.0       61.0      UA   \n",
+       "131205  2013      2   23    1412.0       97.0    1615.0      120.0      MQ   \n",
+       "131209  2013      2   23    1422.0      143.0    1634.0      131.0      UA   \n",
+       "131243  2013      2   23    1505.0      145.0    1815.0      155.0      AA   \n",
+       "131245  2013      2   23    1506.0       66.0    1608.0       61.0      EV   \n",
+       "131286  2013      2   23    1554.0       94.0    1729.0       99.0      MQ   \n",
+       "131302  2013      2   23    1602.0       78.0    1907.0       73.0      UA   \n",
+       "131326  2013      2   23    1628.0       83.0    1808.0       93.0      9E   \n",
+       "131336  2013      2   23    1645.0       65.0    1817.0       63.0      9E   \n",
+       "131339  2013      2   23    1646.0      166.0     144.0        NaN      B6   \n",
+       "131343  2013      2   23    1651.0      121.0    1923.0      158.0      MQ   \n",
+       "131356  2013      2   23    1705.0       65.0    1834.0       64.0      9E   \n",
+       "131367  2013      2   23    1714.0       64.0    1854.0       83.0      9E   \n",
+       "131373  2013      2   23    1716.0       86.0    1944.0       86.0      9E   \n",
+       "131375  2013      2   23    1721.0      111.0    1949.0      144.0      MQ   \n",
+       "131386  2013      2   23    1735.0       80.0    2005.0       90.0      9E   \n",
+       "131418  2013      2   23    1817.0      107.0    2145.0      143.0      UA   \n",
+       "131421  2013      2   23    1822.0      142.0    2146.0      141.0      AA   \n",
+       "131433  2013      2   23    1835.0       90.0    2011.0      101.0      MQ   \n",
+       "131464  2013      2   23    1923.0      123.0    2142.0      105.0      DL   \n",
+       "131469  2013      2   23    1928.0      303.0    2107.0      324.0      EV   \n",
+       "131470  2013      2   23    1929.0      229.0    2154.0      252.0      9E   \n",
+       "131475  2013      2   23    1931.0      151.0    2201.0      148.0      DL   \n",
+       "131481  2013      2   23    1936.0       96.0    2313.0      124.0      B6   \n",
+       "131495  2013      2   23    1956.0       86.0    2336.0      114.0      UA   \n",
+       "131499  2013      2   23    2004.0       69.0    2316.0       95.0      DL   \n",
+       "131500  2013      2   23    2006.0      261.0    2158.0      297.0      9E   \n",
+       "131503  2013      2   23    2011.0      263.0    2318.0      289.0      DL   \n",
+       "131506  2013      2   23    2015.0      100.0    2214.0      127.0      B6   \n",
+       "131518  2013      2   23    2040.0       80.0    2245.0       90.0      9E   \n",
+       "131523  2013      2   23    2048.0       68.0    2345.0      140.0      MQ   \n",
+       "131533  2013      2   23    2133.0       64.0    2250.0       71.0      9E   \n",
+       "131537  2013      2   23    2155.0      135.0    2259.0      115.0      9E   \n",
+       "131540  2013      2   23    2201.0       62.0      53.0       60.0      UA   \n",
+       "131543  2013      2   23    2208.0      178.0    2348.0      185.0      EV   \n",
+       "131544  2013      2   23    2213.0      133.0    2343.0      117.0      9E   \n",
+       "131553  2013      2   23    2303.0      138.0       4.0      110.0      9E   \n",
+       "131559  2013      2   24       1.0       76.0     121.0       87.0      B6   \n",
+       "131560  2013      2   24      10.0      148.0     120.0      151.0      EV   \n",
+       "131808  2013      2   24    1036.0      136.0    1137.0      118.0      9E   \n",
+       "131809  2013      2   24    1037.0       77.0    1148.0       66.0      B6   \n",
+       "131854  2013      2   24    1136.0       96.0    1332.0       91.0      9E   \n",
+       "131908  2013      2   24    1255.0       70.0    1549.0       55.0      DL   \n",
+       "131917  2013      2   24    1310.0       69.0    1417.0       62.0      EV   \n",
+       "131922  2013      2   24    1320.0      315.0    1510.0      281.0      9E   \n",
+       "131926  2013      2   24    1320.0       86.0    1558.0       98.0      UA   \n",
+       "131941  2013      2   24    1332.0      218.0    1544.0      181.0      UA   \n",
+       "131944  2013      2   24    1339.0       94.0    1644.0      104.0      UA   \n",
+       "131950  2013      2   24    1350.0       65.0    1644.0       54.0      AA   \n",
+       "131982  2013      2   24    1430.0       70.0    1737.0       47.0      VX   \n",
+       "132078  2013      2   24    1556.0      120.0    1709.0      123.0      EV   \n",
+       "132083  2013      2   24    1558.0      179.0    1727.0      184.0      EV   \n",
+       "132101  2013      2   24    1609.0       70.0    1808.0       84.0      B6   \n",
+       "132152  2013      2   24    1701.0       61.0    1918.0       58.0      MQ   \n",
+       "132165  2013      2   24    1715.0      155.0    1825.0      149.0      EV   \n",
+       "132176  2013      2   24    1724.0       84.0    2040.0       75.0      AA   \n",
+       "132179  2013      2   24    1725.0       70.0    2002.0       72.0      WN   \n",
+       "132185  2013      2   24    1732.0       92.0    2012.0       82.0      DL   \n",
+       "132229  2013      2   24    1809.0       70.0    2132.0       77.0      UA   \n",
+       "132250  2013      2   24    1837.0      121.0    2022.0      130.0      EV   \n",
+       "132262  2013      2   24    1850.0       65.0    2042.0       73.0      B6   \n",
+       "132291  2013      2   24    1921.0      786.0    2135.0      773.0      DL   \n",
+       "132314  2013      2   24    1936.0       86.0    2247.0       80.0      B6   \n",
+       "132335  2013      2   24    1957.0       97.0    2119.0       97.0      B6   \n",
+       "132341  2013      2   24    2000.0      164.0    2050.0      152.0      EV   \n",
+       "132356  2013      2   24    2022.0      177.0    2335.0      221.0      UA   \n",
+       "132389  2013      2   24    2111.0       61.0    2202.0       48.0      EV   \n",
+       "132400  2013      2   24    2134.0      149.0      26.0      121.0      AA   \n",
+       "132401  2013      2   24    2136.0      156.0    2257.0      147.0      EV   \n",
+       "132413  2013      2   24    2219.0      289.0      28.0      271.0      F9   \n",
+       "132414  2013      2   24    2221.0      106.0      59.0       99.0      B6   \n",
+       "132416  2013      2   24    2243.0       74.0    2349.0       64.0      EV   \n",
+       "132417  2013      2   24    2248.0      153.0    2358.0      148.0      AA   \n",
+       "132421  2013      2   24    2301.0       92.0     114.0       78.0      B6   \n",
+       "132424  2013      2   24    2310.0       75.0     143.0       62.0      B6   \n",
+       "132425  2013      2   24    2327.0      197.0     132.0      184.0      EV   \n",
+       "132426  2013      2   24    2330.0      170.0     234.0      171.0      B6   \n",
+       "132439  2013      2   25      19.0       89.0     124.0       79.0      B6   \n",
+       "132588  2013      2   25     758.0       86.0    1009.0       51.0      UA   \n",
+       "132632  2013      2   25     833.0       98.0    1103.0      100.0      B6   \n",
+       "132682  2013      2   25     916.0       91.0    1241.0       76.0      AA   \n",
+       "132701  2013      2   25     941.0       81.0    1135.0      100.0      MQ   \n",
+       "132731  2013      2   25    1013.0      128.0    1122.0      122.0      EV   \n",
+       "132732  2013      2   25    1015.0       61.0    1312.0       62.0      B6   \n",
+       "132735  2013      2   25    1022.0       72.0    1152.0       59.0      B6   \n",
+       "132784  2013      2   25    1123.0       83.0    1230.0       74.0      EV   \n",
+       "132803  2013      2   25    1142.0       61.0    1355.0       61.0      EV   \n",
+       "132826  2013      2   25    1206.0       86.0    1529.0      112.0      UA   \n",
+       "132857  2013      2   25    1257.0       94.0    1421.0       82.0      EV   \n",
+       "132869  2013      2   25    1321.0       66.0    1649.0       93.0      B6   \n",
+       "132881  2013      2   25    1340.0       70.0    1515.0       81.0      EV   \n",
+       "132891  2013      2   25    1349.0      135.0    1601.0      131.0      EV   \n",
+       "132900  2013      2   25    1355.0       70.0    1716.0       86.0      AA   \n",
+       "132921  2013      2   25    1430.0      110.0    1757.0      137.0      AA   \n",
+       "132926  2013      2   25    1435.0       93.0    1544.0      100.0      EV   \n",
+       "132930  2013      2   25    1439.0      124.0    1610.0      115.0      MQ   \n",
+       "132933  2013      2   25    1441.0       96.0    1551.0       87.0      B6   \n",
+       "132982  2013      2   25    1517.0      107.0    1831.0      111.0      AA   \n",
+       "132996  2013      2   25    1529.0       89.0    1642.0       89.0      B6   \n",
+       "133032  2013      2   25    1554.0      174.0    1831.0      181.0      EV   \n",
+       "133062  2013      2   25    1620.0       75.0    1956.0       96.0      AA   \n",
+       "133070  2013      2   25    1627.0      148.0    1932.0      239.0      UA   \n",
+       "133073  2013      2   25    1630.0      136.0    1840.0      145.0      EV   \n",
+       "133145  2013      2   25    1738.0       88.0    1906.0       66.0      AA   \n",
+       "133180  2013      2   25    1803.0       83.0    2122.0       87.0      AA   \n",
+       "133199  2013      2   25    1825.0      145.0    2141.0      146.0      AA   \n",
+       "133208  2013      2   25    1837.0      127.0    2027.0      114.0      B6   \n",
+       "133212  2013      2   25    1841.0      131.0    2101.0      145.0      EV   \n",
+       "133215  2013      2   25    1850.0      144.0    2042.0      159.0      EV   \n",
+       "133227  2013      2   25    1855.0      110.0    2206.0      116.0      AA   \n",
+       "133270  2013      2   25    1935.0      150.0    2237.0      142.0      B6   \n",
+       "133272  2013      2   25    1936.0      111.0    2317.0      142.0      AA   \n",
+       "133277  2013      2   25    1943.0      118.0    2118.0      109.0      B6   \n",
+       "133283  2013      2   25    1949.0      310.0    2056.0      300.0      EV   \n",
+       "133319  2013      2   25    2031.0      113.0    2340.0       90.0      UA   \n",
+       "133321  2013      2   25    2033.0      133.0    2137.0      115.0      B6   \n",
+       "133326  2013      2   25    2043.0       63.0    2142.0       36.0      9E   \n",
+       "133345  2013      2   25    2059.0      150.0    2301.0      149.0      US   \n",
+       "133355  2013      2   25    2124.0       69.0    2230.0       60.0      AA   \n",
+       "133364  2013      2   25    2145.0      133.0    2337.0      117.0      EV   \n",
+       "133371  2013      2   25    2241.0       71.0    2357.0       62.0      B6   \n",
+       "133375  2013      2   25    2248.0       96.0    2352.0       88.0      EV   \n",
+       "133377  2013      2   25    2257.0      118.0     150.0      150.0      B6   \n",
+       "133378  2013      2   25    2306.0       71.0     234.0      106.0      B6   \n",
+       "133379  2013      2   25    2313.0      253.0      34.0      244.0      EV   \n",
+       "133380  2013      2   25    2320.0      200.0     133.0      206.0      EV   \n",
+       "133381  2013      2   25    2324.0       99.0     352.0       80.0      B6   \n",
+       "133383  2013      2   25    2347.0      122.0      30.0      111.0      EV   \n",
+       "133400  2013      2   26       6.0       76.0     109.0       64.0      B6   \n",
+       "133401  2013      2   26     101.0       62.0     550.0       72.0      B6   \n",
+       "133402  2013      2   26     127.0      162.0     229.0      153.0      B6   \n",
+       "133506  2013      2   26     705.0       64.0     956.0       57.0      UA   \n",
+       "133557  2013      2   26     804.0       94.0    1135.0       76.0      US   \n",
+       "133678  2013      2   26     958.0      206.0    1214.0      176.0      UA   \n",
+       "133695  2013      2   26    1020.0       70.0    1131.0       59.0      B6   \n",
+       "133738  2013      2   26    1111.0      111.0    1215.0      108.0      B6   \n",
+       "133823  2013      2   26    1316.0       76.0    1437.0       82.0      MQ   \n",
+       "133824  2013      2   26    1317.0       61.0    1452.0       82.0      EV   \n",
+       "133825  2013      2   26    1317.0       62.0    1607.0       51.0      B6   \n",
+       "133849  2013      2   26    1353.0       61.0    1443.0       47.0      B6   \n",
+       "133867  2013      2   26    1415.0      248.0    1526.0      244.0      EV   \n",
+       "133888  2013      2   26    1442.0       72.0    1751.0       41.0      WN   \n",
+       "133912  2013      2   26    1500.0      186.0    1821.0      214.0      B6   \n",
+       "133924  2013      2   26    1514.0       74.0    1807.0       96.0      B6   \n",
+       "133930  2013      2   26    1519.0       94.0    1801.0       66.0      B6   \n",
+       "133939  2013      2   26    1525.0      119.0    1625.0      122.0      EV   \n",
+       "133962  2013      2   26    1543.0       83.0    1745.0      115.0      MQ   \n",
+       "133965  2013      2   26    1547.0      147.0    1725.0      136.0      EV   \n",
+       "133989  2013      2   26    1604.0      113.0    1828.0      104.0      FL   \n",
+       "134014  2013      2   26    1635.0       65.0    1839.0       65.0      US   \n",
+       "134019  2013      2   26    1640.0      220.0    1848.0      248.0      AA   \n",
+       "134029  2013      2   26    1650.0      114.0    1833.0      129.0      9E   \n",
+       "134063  2013      2   26    1719.0       69.0    1930.0       13.0      DL   \n",
+       "134067  2013      2   26    1720.0      140.0       NaN        NaN      UA   \n",
+       "134072  2013      2   26    1723.0       83.0       NaN        NaN      UA   \n",
+       "134078  2013      2   26    1730.0       91.0    2151.0        NaN      EV   \n",
+       "134088  2013      2   26    1740.0       85.0    1909.0       54.0      9E   \n",
+       "134098  2013      2   26    1750.0      110.0    2017.0       59.0      DL   \n",
+       "134115  2013      2   26    1807.0       97.0    1956.0       79.0      EV   \n",
+       "134120  2013      2   26    1810.0       95.0       NaN        NaN      MQ   \n",
+       "134127  2013      2   26    1815.0       95.0    1948.0       78.0      WN   \n",
+       "134136  2013      2   26    1831.0       61.0    2048.0       51.0      F9   \n",
+       "134153  2013      2   26    1854.0      309.0    2018.0      298.0      WN   \n",
+       "134159  2013      2   26    1857.0       87.0    1955.0       62.0      UA   \n",
+       "134161  2013      2   26    1858.0       63.0    2226.0       98.0      B6   \n",
+       "134164  2013      2   26    1900.0       65.0    2054.0       53.0      EV   \n",
+       "134198  2013      2   26    1938.0       63.0    2113.0       66.0      B6   \n",
+       "134201  2013      2   26    1941.0       66.0    2253.0       56.0      UA   \n",
+       "134205  2013      2   26    1945.0       63.0    2129.0       33.0      EV   \n",
+       "134206  2013      2   26    1945.0      135.0    2214.0      131.0      FL   \n",
+       "134214  2013      2   26    1951.0       66.0    2142.0       72.0      MQ   \n",
+       "134240  2013      2   26    2024.0      184.0    2212.0      187.0      MQ   \n",
+       "134243  2013      2   26    2031.0       66.0    2154.0       49.0      WN   \n",
+       "134252  2013      2   26    2045.0       75.0    2246.0       55.0      9E   \n",
+       "134258  2013      2   26    2052.0       62.0    2212.0       72.0      EV   \n",
+       "134267  2013      2   26    2105.0      124.0    2222.0      100.0      UA   \n",
+       "134271  2013      2   26    2114.0      234.0    2223.0      193.0      AA   \n",
+       "134273  2013      2   26    2122.0      123.0    2331.0      123.0      EV   \n",
+       "134274  2013      2   26    2122.0      122.0    2233.0       93.0      AA   \n",
+       "134277  2013      2   26    2125.0      142.0    2223.0      127.0      EV   \n",
+       "134287  2013      2   26    2145.0       65.0      55.0       72.0      B6   \n",
+       "134288  2013      2   26    2151.0       66.0      20.0       23.0      B6   \n",
+       "134298  2013      2   26    2242.0      162.0     137.0      149.0      UA   \n",
+       "134302  2013      2   26    2308.0       93.0      24.0       84.0      B6   \n",
+       "134305  2013      2   26    2356.0      236.0      41.0      217.0      EV   \n",
+       "134338  2013      2   27      25.0       94.0     123.0       86.0      B6   \n",
+       "134339  2013      2   27      35.0      175.0     139.0      172.0      EV   \n",
+       "134340  2013      2   27      40.0      115.0     143.0      107.0      B6   \n",
+       "134341  2013      2   27     122.0      152.0     227.0      142.0      B6   \n",
+       "134342  2013      2   27     122.0       84.0     600.0       82.0      B6   \n",
+       "134455  2013      2   27     737.0       67.0     858.0       28.0      MQ   \n",
+       "134477  2013      2   27     804.0       94.0    1024.0       74.0      WN   \n",
+       "134495  2013      2   27     820.0       85.0    1114.0      111.0      B6   \n",
+       "134513  2013      2   27     833.0       93.0    1156.0       91.0      UA   \n",
+       "134523  2013      2   27     845.0      165.0    1219.0      189.0      UA   \n",
+       "134526  2013      2   27     848.0       83.0    1138.0       68.0      AS   \n",
+       "134545  2013      2   27     904.0       63.0    1139.0       75.0      EV   \n",
+       "134546  2013      2   27     906.0      156.0    1143.0      181.0      EV   \n",
+       "134547  2013      2   27     906.0       67.0    1042.0       67.0      UA   \n",
+       "134564  2013      2   27     927.0       67.0    1244.0       80.0      B6   \n",
+       "134570  2013      2   27     939.0       94.0    1136.0      136.0      EV   \n",
+       "134571  2013      2   27     940.0       95.0    1245.0      105.0      B6   \n",
+       "134574  2013      2   27     943.0       78.0    1059.0       74.0      MQ   \n",
+       "134575  2013      2   27     946.0       66.0    1147.0      101.0      EV   \n",
+       "134578  2013      2   27     951.0       96.0    1102.0       64.0      9E   \n",
+       "134587  2013      2   27    1001.0      101.0    1239.0      142.0      EV   \n",
+       "134596  2013      2   27    1016.0      121.0    1339.0      134.0      UA   \n",
+       "134601  2013      2   27    1027.0       62.0    1322.0       66.0      B6   \n",
+       "134604  2013      2   27    1029.0       69.0    1137.0       70.0      B6   \n",
+       "134606  2013      2   27    1031.0      111.0    1353.0      161.0      EV   \n",
+       "134615  2013      2   27    1042.0      172.0       NaN        NaN      DL   \n",
+       "134625  2013      2   27    1054.0       69.0    1308.0       84.0      EV   \n",
+       "134626  2013      2   27    1055.0       70.0    1215.0       60.0      WN   \n",
+       "134628  2013      2   27    1056.0       87.0    1346.0      100.0      EV   \n",
+       "134637  2013      2   27    1106.0      116.0    1217.0      105.0      B6   \n",
+       "134644  2013      2   27    1119.0      140.0    1355.0      156.0      EV   \n",
+       "134645  2013      2   27    1122.0      112.0    1241.0       98.0      9E   \n",
+       "134649  2013      2   27    1126.0       86.0    1248.0       74.0      UA   \n",
+       "134651  2013      2   27    1127.0       89.0    1232.0       89.0      9E   \n",
+       "134659  2013      2   27    1141.0      102.0    1313.0      104.0      MQ   \n",
+       "134661  2013      2   27    1142.0      192.0    1332.0      189.0      9E   \n",
+       "134667  2013      2   27    1151.0       80.0    1341.0       96.0      EV   \n",
+       "134668  2013      2   27    1151.0       66.0    1503.0       91.0      B6   \n",
+       "134670  2013      2   27    1153.0      159.0    1458.0      168.0      B6   \n",
+       "134675  2013      2   27    1157.0      237.0    1354.0      234.0      B6   \n",
+       "134680  2013      2   27    1201.0       61.0    1308.0       59.0      US   \n",
+       "134686  2013      2   27    1207.0      207.0    1520.0      224.0      B6   \n",
+       "134692  2013      2   27    1211.0      121.0    1323.0      118.0      B6   \n",
+       "134696  2013      2   27    1217.0       62.0    1409.0       59.0      MQ   \n",
+       "134698  2013      2   27    1224.0      349.0    1442.0      350.0      EV   \n",
+       "134704  2013      2   27    1233.0       83.0    1348.0       88.0      B6   \n",
+       "134709  2013      2   27    1241.0      246.0    1400.0      228.0      9E   \n",
+       "134710  2013      2   27    1241.0      211.0    1449.0      236.0      B6   \n",
+       "134712  2013      2   27    1245.0      158.0    1411.0      169.0      EV   \n",
+       "134715  2013      2   27    1250.0      132.0    1506.0      140.0      EV   \n",
+       "134722  2013      2   27    1256.0      306.0    1420.0      280.0      9E   \n",
+       "134727  2013      2   27    1306.0       66.0    1523.0       53.0      MQ   \n",
+       "134728  2013      2   27    1307.0      104.0    1443.0      104.0      EV   \n",
+       "134738  2013      2   27    1325.0       85.0    1451.0       90.0      EV   \n",
+       "134743  2013      2   27    1332.0      196.0    1523.0      176.0      DL   \n",
+       "134744  2013      2   27    1333.0      278.0    1522.0      258.0      9E   \n",
+       "134752  2013      2   27    1344.0      225.0    1507.0      223.0      EV   \n",
+       "134753  2013      2   27    1344.0      150.0    1440.0      142.0      EV   \n",
+       "134754  2013      2   27    1344.0       69.0    1503.0       53.0      WN   \n",
+       "134769  2013      2   27    1407.0      133.0    1723.0      156.0      B6   \n",
+       "134771  2013      2   27    1415.0      255.0    1535.0      236.0      UA   \n",
+       "134772  2013      2   27    1417.0       92.0    1553.0       69.0      EV   \n",
+       "134776  2013      2   27    1422.0       67.0    1607.0       47.0      MQ   \n",
+       "134781  2013      2   27    1427.0       87.0    1649.0       79.0      EV   \n",
+       "134784  2013      2   27    1431.0      121.0    1555.0      121.0      EV   \n",
+       "134787  2013      2   27    1435.0       95.0    1530.0       84.0      9E   \n",
+       "134789  2013      2   27    1435.0       70.0    1608.0       63.0      MQ   \n",
+       "134792  2013      2   27    1440.0      110.0    1632.0       57.0      WN   \n",
+       "134794  2013      2   27    1441.0       71.0    1756.0       87.0      B6   \n",
+       "134798  2013      2   27    1445.0      164.0    1604.0      170.0      EV   \n",
+       "134799  2013      2   27    1446.0      161.0    1748.0      157.0      B6   \n",
+       "134803  2013      2   27    1448.0      123.0    1546.0      116.0      AA   \n",
+       "134806  2013      2   27    1450.0      137.0    1635.0      125.0      EV   \n",
+       "134814  2013      2   27    1458.0       64.0    1807.0       63.0      UA   \n",
+       "134821  2013      2   27    1506.0      106.0    1828.0      123.0      B6   \n",
+       "134823  2013      2   27    1509.0      215.0    1721.0      211.0      EV   \n",
+       "134824  2013      2   27    1509.0      137.0    1621.0      145.0      B6   \n",
+       "134825  2013      2   27    1510.0      110.0    1701.0      112.0      EV   \n",
+       "134831  2013      2   27    1515.0       90.0    1751.0       56.0      B6   \n",
+       "134840  2013      2   27    1529.0      404.0    1639.0      384.0      9E   \n",
+       "134842  2013      2   27    1529.0       79.0    1836.0       93.0      B6   \n",
+       "134843  2013      2   27    1530.0      195.0    1823.0      187.0      B6   \n",
+       "134848  2013      2   27    1536.0       61.0    1850.0       66.0      B6   \n",
+       "134850  2013      2   27    1537.0       78.0    1642.0       73.0      EV   \n",
+       "134857  2013      2   27    1549.0      155.0    1735.0      164.0      EV   \n",
+       "134861  2013      2   27    1554.0      114.0    1655.0      102.0      B6   \n",
+       "134867  2013      2   27    1602.0      156.0    1703.0      160.0      EV   \n",
+       "134869  2013      2   27    1604.0       85.0    1710.0       74.0      EV   \n",
+       "134875  2013      2   27    1608.0       78.0    1856.0       61.0      AA   \n",
+       "134876  2013      2   27    1609.0       80.0    1907.0       83.0      B6   \n",
+       "134881  2013      2   27    1615.0       75.0    1721.0       73.0      US   \n",
+       "134884  2013      2   27    1620.0      115.0    1717.0      102.0      B6   \n",
+       "134887  2013      2   27    1624.0       89.0    1840.0       71.0      B6   \n",
+       "134888  2013      2   27    1624.0       84.0    1800.0       65.0      MQ   \n",
+       "134890  2013      2   27    1627.0       91.0    1747.0       83.0      9E   \n",
+       "134891  2013      2   27    1628.0       93.0    1936.0       99.0      B6   \n",
+       "134898  2013      2   27    1635.0       69.0    1849.0       42.0      UA   \n",
+       "134899  2013      2   27    1636.0      140.0    1922.0      131.0      UA   \n",
+       "134903  2013      2   27    1645.0       65.0    1806.0       23.0      9E   \n",
+       "134904  2013      2   27    1646.0       76.0    1937.0       62.0      B6   \n",
+       "134906  2013      2   27    1647.0       67.0    1758.0       44.0      9E   \n",
+       "134907  2013      2   27    1647.0       69.0    1947.0       50.0      B6   \n",
+       "134914  2013      2   27    1653.0       65.0    1907.0       37.0      DL   \n",
+       "134920  2013      2   27    1657.0      118.0    1819.0       95.0      B6   \n",
+       "134921  2013      2   27    1659.0      133.0    1855.0      113.0      EV   \n",
+       "134924  2013      2   27    1701.0       71.0    1915.0       49.0      9E   \n",
+       "134925  2013      2   27    1702.0      117.0    1817.0      100.0      9E   \n",
+       "134930  2013      2   27    1703.0       63.0    1809.0       52.0      US   \n",
+       "134934  2013      2   27    1708.0       63.0    1826.0       32.0      9E   \n",
+       "134937  2013      2   27    1710.0       65.0    2002.0       37.0      9E   \n",
+       "134939  2013      2   27    1713.0      113.0    1831.0      107.0      EV   \n",
+       "134942  2013      2   27    1716.0       86.0    2152.0       62.0      AA   \n",
+       "134944  2013      2   27    1718.0      113.0    1902.0      116.0      9E   \n",
+       "134945  2013      2   27    1718.0       88.0    1823.0       73.0      WN   \n",
+       "134946  2013      2   27    1719.0      123.0    2023.0      131.0      B6   \n",
+       "134947  2013      2   27    1719.0      259.0    1835.0      252.0      B6   \n",
+       "134949  2013      2   27    1720.0       82.0    1823.0       68.0      UA   \n",
+       "134951  2013      2   27    1721.0       75.0    1828.0       59.0      YV   \n",
+       "134954  2013      2   27    1723.0      114.0    1841.0      119.0      EV   \n",
+       "134955  2013      2   27    1723.0       73.0    1839.0       39.0      AA   \n",
+       "134959  2013      2   27    1727.0       77.0    1848.0       52.0      EV   \n",
+       "134967  2013      2   27    1731.0       96.0    1841.0       76.0      B6   \n",
+       "134968  2013      2   27    1732.0      143.0    1930.0      142.0      EV   \n",
+       "134972  2013      2   27    1736.0       96.0    1856.0       84.0      9E   \n",
+       "134973  2013      2   27    1736.0       91.0    1926.0       96.0      MQ   \n",
+       "134982  2013      2   27    1745.0       70.0    2019.0       96.0      EV   \n",
+       "134984  2013      2   27    1747.0       77.0    1938.0       65.0      B6   \n",
+       "134986  2013      2   27    1747.0       87.0    2120.0       77.0      US   \n",
+       "134987  2013      2   27    1747.0       81.0    2106.0       92.0      UA   \n",
+       "134991  2013      2   27    1751.0      141.0    1956.0      111.0      MQ   \n",
+       "134992  2013      2   27    1752.0       72.0    1922.0       52.0      WN   \n",
+       "135001  2013      2   27    1809.0      161.0    1934.0      153.0      EV   \n",
+       "135002  2013      2   27    1809.0       80.0    1931.0       75.0      EV   \n",
+       "135006  2013      2   27    1812.0       72.0    2123.0       58.0      WN   \n",
+       "135008  2013      2   27    1813.0      113.0    1952.0      145.0      EV   \n",
+       "135009  2013      2   27    1814.0      159.0    2059.0      123.0      UA   \n",
+       "135012  2013      2   27    1818.0       88.0    1929.0       69.0      AA   \n",
+       "135014  2013      2   27    1820.0      116.0    2134.0      133.0      UA   \n",
+       "135015  2013      2   27    1821.0      101.0    2115.0       93.0      B6   \n",
+       "135020  2013      2   27    1826.0       61.0    2116.0       36.0      AA   \n",
+       "135022  2013      2   27    1829.0       79.0    2144.0       84.0      UA   \n",
+       "135027  2013      2   27    1833.0      117.0    2007.0      115.0      EV   \n",
+       "135030  2013      2   27    1837.0      192.0    2002.0      182.0      WN   \n",
+       "135031  2013      2   27    1838.0      128.0    2036.0      120.0      EV   \n",
+       "135033  2013      2   27    1840.0       70.0    2126.0       62.0      B6   \n",
+       "135034  2013      2   27    1841.0       71.0    2035.0       38.0      F9   \n",
+       "135035  2013      2   27    1842.0       87.0    2140.0       81.0      DL   \n",
+       "135040  2013      2   27    1847.0       72.0    1950.0       52.0      UA   \n",
+       "135041  2013      2   27    1848.0      171.0    2002.0      178.0      EV   \n",
+       "135047  2013      2   27    1852.0      132.0    2038.0      164.0      B6   \n",
+       "135049  2013      2   27    1853.0      158.0    2157.0      162.0      B6   \n",
+       "135065  2013      2   27    1907.0      222.0    2020.0      205.0      MQ   \n",
+       "135068  2013      2   27    1912.0      193.0    2127.0      187.0      EV   \n",
+       "135069  2013      2   27    1912.0      127.0    2011.0      101.0      MQ   \n",
+       "135070  2013      2   27    1914.0      194.0    2042.0      171.0      B6   \n",
+       "135073  2013      2   27    1916.0      131.0    2300.0      165.0      B6   \n",
+       "135075  2013      2   27    1920.0       80.0    2021.0       68.0      US   \n",
+       "135077  2013      2   27    1921.0       91.0    2212.0       91.0      B6   \n",
+       "135081  2013      2   27    1925.0       90.0    2217.0       89.0      B6   \n",
+       "135090  2013      2   27    1935.0      101.0    2115.0       92.0      EV   \n",
+       "135099  2013      2   27    1947.0       87.0    2124.0       81.0      EV   \n",
+       "135105  2013      2   27    1955.0      285.0    2147.0      282.0      EV   \n",
+       "135109  2013      2   27    1958.0      133.0    2234.0      134.0      MQ   \n",
+       "135112  2013      2   27    2000.0       90.0    2153.0       98.0      MQ   \n",
+       "135113  2013      2   27    2001.0      101.0    2149.0      119.0      9E   \n",
+       "135120  2013      2   27    2006.0       96.0    2238.0       33.0      AA   \n",
+       "135123  2013      2   27    2008.0       68.0    2110.0       55.0      US   \n",
+       "135124  2013      2   27    2009.0      130.0    2318.0      144.0      B6   \n",
+       "135125  2013      2   27    2010.0      145.0    2144.0      135.0      B6   \n",
+       "135126  2013      2   27    2010.0       85.0    2152.0       82.0      MQ   \n",
+       "135127  2013      2   27    2011.0       96.0    2108.0       78.0      MQ   \n",
+       "135128  2013      2   27    2012.0      112.0    2159.0       88.0      DL   \n",
+       "135131  2013      2   27    2015.0      150.0    2208.0      137.0      DL   \n",
+       "135132  2013      2   27    2015.0      130.0    2123.0      122.0      B6   \n",
+       "135137  2013      2   27    2020.0       77.0    2124.0       68.0      EV   \n",
+       "135138  2013      2   27    2020.0       80.0    2144.0       86.0      EV   \n",
+       "135142  2013      2   27    2025.0      265.0    2338.0      248.0      DL   \n",
+       "135144  2013      2   27    2025.0      200.0    2321.0      162.0      UA   \n",
+       "135151  2013      2   27    2038.0       63.0    2248.0       63.0      9E   \n",
+       "135152  2013      2   27    2039.0      159.0    2228.0      171.0      UA   \n",
+       "135154  2013      2   27    2041.0      221.0    2156.0      196.0      MQ   \n",
+       "135157  2013      2   27    2045.0       76.0    2352.0       65.0      DL   \n",
+       "135162  2013      2   27    2051.0      111.0    2218.0      108.0      EV   \n",
+       "135168  2013      2   27    2054.0       89.0    2231.0       75.0      EV   \n",
+       "135170  2013      2   27    2055.0      140.0    2218.0      131.0      B6   \n",
+       "135174  2013      2   27    2100.0       65.0    2206.0       41.0      WN   \n",
+       "135175  2013      2   27    2105.0      100.0    2246.0       80.0      9E   \n",
+       "135178  2013      2   27    2108.0      103.0      22.0       95.0      DL   \n",
+       "135179  2013      2   27    2109.0       84.0    2341.0       60.0      9E   \n",
+       "135182  2013      2   27    2113.0       73.0       7.0       67.0      B6   \n",
+       "135185  2013      2   27    2117.0      105.0    2317.0       97.0      EV   \n",
+       "135186  2013      2   27    2117.0      117.0    2241.0       85.0      9E   \n",
+       "135187  2013      2   27    2118.0      113.0    2214.0       69.0      WN   \n",
+       "135189  2013      2   27    2120.0      111.0    2335.0       86.0      DL   \n",
+       "135200  2013      2   27    2138.0      280.0      39.0      272.0      B6   \n",
+       "135203  2013      2   27    2140.0       90.0    2301.0       83.0      EV   \n",
+       "135204  2013      2   27    2144.0      135.0      46.0      120.0      DL   \n",
+       "135209  2013      2   27    2201.0       61.0    2353.0       78.0      MQ   \n",
+       "135210  2013      2   27    2202.0      142.0     127.0      162.0      B6   \n",
+       "135211  2013      2   27    2203.0      123.0      28.0      139.0      EV   \n",
+       "135213  2013      2   27    2206.0      121.0      41.0      124.0      EV   \n",
+       "135214  2013      2   27    2206.0      121.0      57.0       82.0      VX   \n",
+       "135216  2013      2   27    2228.0      143.0      31.0      121.0      9E   \n",
+       "135217  2013      2   27    2228.0      228.0    2319.0      179.0      MQ   \n",
+       "135218  2013      2   27    2229.0      109.0     119.0       96.0      B6   \n",
+       "135222  2013      2   27    2242.0      107.0      22.0       92.0      MQ   \n",
+       "135223  2013      2   27    2247.0      107.0    2352.0       77.0      WN   \n",
+       "135224  2013      2   27    2248.0      246.0      43.0      227.0      EV   \n",
+       "135225  2013      2   27    2250.0      163.0      57.0      171.0      EV   \n",
+       "135226  2013      2   27    2250.0      165.0     101.0      154.0      EV   \n",
+       "135227  2013      2   27    2253.0       98.0    2337.0       83.0      EV   \n",
+       "135228  2013      2   27    2255.0      115.0     136.0      110.0      B6   \n",
+       "135229  2013      2   27    2257.0       92.0       7.0       87.0      MQ   \n",
+       "135230  2013      2   27    2303.0      203.0      39.0      194.0      MQ   \n",
+       "135232  2013      2   27    2307.0      312.0      13.0      273.0      WN   \n",
+       "135234  2013      2   27    2319.0      229.0      26.0      212.0      YV   \n",
+       "135235  2013      2   27    2324.0      145.0     151.0      151.0      B6   \n",
+       "135236  2013      2   27    2324.0      319.0      31.0      281.0      WN   \n",
+       "135237  2013      2   27    2325.0      190.0     120.0      190.0      MQ   \n",
+       "135238  2013      2   27    2326.0       87.0     238.0      102.0      B6   \n",
+       "135239  2013      2   27    2341.0      131.0     238.0      137.0      B6   \n",
+       "135421  2013      2   28     754.0       79.0     902.0       74.0      B6   \n",
+       "135491  2013      2   28     850.0       69.0    1036.0       55.0      EV   \n",
+       "135526  2013      2   28     919.0       80.0    1144.0       65.0      DL   \n",
+       "135535  2013      2   28     925.0       70.0    1112.0       60.0      EV   \n",
+       "135578  2013      2   28    1025.0       90.0    1333.0       79.0      B6   \n",
+       "135609  2013      2   28    1103.0      133.0    1356.0      116.0      UA   \n",
+       "135617  2013      2   28    1111.0       61.0    1209.0       44.0      B6   \n",
+       "135667  2013      2   28    1206.0       97.0    1353.0       53.0      UA   \n",
+       "135672  2013      2   28    1221.0       81.0    1325.0       70.0      MQ   \n",
+       "135707  2013      2   28    1312.0       67.0    1558.0       47.0      B6   \n",
+       "135716  2013      2   28    1321.0      152.0    1625.0      145.0      B6   \n",
+       "135723  2013      2   28    1332.0      102.0    1604.0       87.0      EV   \n",
+       "135754  2013      2   28    1419.0       63.0    1511.0       58.0      EV   \n",
+       "135772  2013      2   28    1434.0       65.0    1713.0       42.0      UA   \n",
+       "135783  2013      2   28    1445.0       75.0    1923.0       58.0      DL   \n",
+       "135784  2013      2   28    1446.0       86.0    1727.0       61.0      UA   \n",
+       "135811  2013      2   28    1510.0       73.0    1625.0       72.0      EV   \n",
+       "135816  2013      2   28    1512.0       61.0    1739.0       55.0      FL   \n",
+       "135912  2013      2   28    1633.0       77.0    1853.0       24.0      UA   \n",
+       "135924  2013      2   28    1638.0      103.0    1813.0       96.0      9E   \n",
+       "135934  2013      2   28    1645.0      105.0    1820.0       87.0      US   \n",
+       "135965  2013      2   28    1710.0      101.0    1814.0       92.0      EV   \n",
+       "136000  2013      2   28    1739.0      109.0    1933.0       67.0      9E   \n",
+       "136011  2013      2   28    1746.0       76.0    1952.0       76.0      EV   \n",
+       "136086  2013      2   28    1903.0       63.0    2024.0       46.0      UA   \n",
+       "136098  2013      2   28    1919.0       74.0    2013.0       52.0      B6   \n",
+       "136113  2013      2   28    1933.0       78.0    2153.0       76.0      9E   \n",
+       "136124  2013      2   28    1948.0      114.0    2117.0       94.0      EV   \n",
+       "136152  2013      2   28    2014.0      114.0    2134.0      104.0      9E   \n",
+       "136168  2013      2   28    2036.0       71.0    2329.0       53.0      B6   \n",
+       "136169  2013      2   28    2036.0       86.0    2140.0       66.0      UA   \n",
+       "136193  2013      2   28    2104.0       64.0    2221.0       42.0      UA   \n",
+       "136197  2013      2   28    2113.0      108.0      20.0       93.0      DL   \n",
+       "136209  2013      2   28    2140.0      120.0    2328.0       99.0      EV   \n",
+       "136217  2013      2   28    2157.0      110.0    2344.0       98.0      EV   \n",
+       "136218  2013      2   28    2158.0      168.0      19.0      124.0      AA   \n",
+       "136221  2013      2   28    2205.0       80.0    2304.0       48.0      9E   \n",
+       "136224  2013      2   28    2223.0      120.0     252.0       98.0      UA   \n",
+       "136225  2013      2   28    2226.0      117.0     115.0      102.0      UA   \n",
+       "136231  2013      2   28    2257.0       77.0    2338.0       57.0      EV   \n",
+       "136247  2013      3    1       4.0      125.0     318.0      142.0      B6   \n",
+       "136249  2013      3    1     117.0      152.0     223.0      149.0      B6   \n",
+       "136372  2013      3    1     731.0       61.0     858.0       58.0      EV   \n",
+       "136388  2013      3    1     751.0      111.0     907.0      104.0      B6   \n",
+       "136529  2013      3    1    1007.0      147.0    1204.0      136.0      EV   \n",
+       "136545  2013      3    1    1020.0      141.0    1256.0      110.0      UA   \n",
+       "136547  2013      3    1    1024.0      152.0    1143.0      120.0      EV   \n",
+       "136584  2013      3    1    1126.0      171.0    1244.0      152.0      9E   \n",
+       "136602  2013      3    1    1145.0       70.0    1349.0       66.0      EV   \n",
+       "136630  2013      3    1    1215.0       94.0    1326.0       81.0      EV   \n",
+       "136666  2013      3    1    1257.0      107.0    1424.0       92.0      EV   \n",
+       "136742  2013      3    1    1449.0      354.0    1701.0      357.0      9E   \n",
+       "136752  2013      3    1    1454.0       85.0    1536.0       70.0      EV   \n",
+       "136785  2013      3    1    1522.0      143.0    1640.0      140.0      EV   \n",
+       "136791  2013      3    1    1528.0      368.0    1738.0      298.0      AA   \n",
+       "136809  2013      3    1    1545.0       79.0    1735.0       59.0      DL   \n",
+       "136812  2013      3    1    1548.0       63.0    1706.0       60.0      9E   \n",
+       "136848  2013      3    1    1620.0      135.0    1727.0      114.0      EV   \n",
+       "136856  2013      3    1    1625.0       95.0    1914.0       79.0      AA   \n",
+       "136889  2013      3    1    1654.0      125.0    1836.0      131.0      EV   \n",
+       "136929  2013      3    1    1732.0      177.0    2017.0      190.0      EV   \n",
+       "136931  2013      3    1    1736.0       81.0    2012.0       96.0      EV   \n",
+       "136933  2013      3    1    1738.0      113.0    1958.0       48.0      AA   \n",
+       "136960  2013      3    1    1801.0       81.0    1942.0       72.0      WN   \n",
+       "136983  2013      3    1    1819.0       78.0    2151.0      101.0      UA   \n",
+       "136984  2013      3    1    1821.0       83.0    2141.0       94.0      B6   \n",
+       "136987  2013      3    1    1824.0      129.0    2033.0      141.0      EV   \n",
+       "136992  2013      3    1    1827.0      127.0    2106.0       63.0      US   \n",
+       "136998  2013      3    1    1834.0       73.0    2029.0       91.0      UA   \n",
+       "137004  2013      3    1    1841.0      171.0    1959.0      169.0      WN   \n",
+       "137007  2013      3    1    1846.0      133.0    2022.0      132.0      EV   \n",
+       "137028  2013      3    1    1900.0      120.0    2014.0       94.0      MQ   \n",
+       "137036  2013      3    1    1916.0      106.0    2202.0       72.0      UA   \n",
+       "137039  2013      3    1    1918.0       78.0    2123.0       77.0      US   \n",
+       "137043  2013      3    1    1922.0       67.0    2120.0       43.0      9E   \n",
+       "137055  2013      3    1    1929.0      164.0    2141.0       96.0      AA   \n",
+       "137075  2013      3    1    1948.0       88.0    2118.0       73.0      AA   \n",
+       "137088  2013      3    1    1955.0       70.0    2242.0       32.0      B6   \n",
+       "137095  2013      3    1    2003.0       63.0    2145.0       21.0      9E   \n",
+       "137130  2013      3    1    2058.0      209.0      15.0      205.0      UA   \n",
+       "137139  2013      3    1    2115.0       69.0      21.0       66.0      UA   \n",
+       "137148  2013      3    1    2125.0       70.0    2232.0       62.0      AA   \n",
+       "137149  2013      3    1    2137.0       97.0      34.0       96.0      UA   \n",
+       "137150  2013      3    1    2138.0       98.0    2307.0       70.0      9E   \n",
+       "137155  2013      3    1    2148.0       72.0    2334.0       36.0      EV   \n",
+       "137163  2013      3    1    2155.0      266.0    2341.0      246.0      EV   \n",
+       "137164  2013      3    1    2157.0      148.0    2329.0      112.0      EV   \n",
+       "137168  2013      3    1    2204.0      279.0    2301.0      266.0      EV   \n",
+       "137169  2013      3    1    2206.0      111.0     247.0       96.0      UA   \n",
+       "137170  2013      3    1    2209.0      184.0      23.0      118.0      AA   \n",
+       "137172  2013      3    1    2219.0       94.0    2330.0       65.0      AA   \n",
+       "137175  2013      3    1    2232.0      147.0      24.0      131.0      EV   \n",
+       "137176  2013      3    1    2234.0       94.0      18.0       81.0      EV   \n",
+       "137180  2013      3    1    2249.0       94.0     143.0      105.0      B6   \n",
+       "137184  2013      3    1    2255.0      175.0      28.0      172.0      EV   \n",
+       "137185  2013      3    1    2309.0      240.0      20.0      238.0      EV   \n",
+       "137186  2013      3    1    2313.0      123.0    2357.0      108.0      EV   \n",
+       "137187  2013      3    1    2319.0      161.0     109.0      152.0      EV   \n",
+       "137188  2013      3    1    2333.0      148.0     121.0      142.0      EV   \n",
+       "137323  2013      3    2     805.0      125.0     924.0      121.0      B6   \n",
+       "137324  2013      3    2     805.0       95.0     926.0       79.0      B6   \n",
+       "137370  2013      3    2     842.0      103.0    1156.0      122.0      UA   \n",
+       "137400  2013      3    2     907.0      132.0    1113.0      118.0      EV   \n",
+       "137425  2013      3    2     949.0       99.0    1206.0       93.0      9E   \n",
+       "137434  2013      3    2    1003.0       63.0    1316.0       56.0      AA   \n",
+       "137541  2013      3    2    1258.0       73.0    1528.0       71.0      EV   \n",
+       "137543  2013      3    2    1258.0      148.0    1604.0      129.0      AA   \n",
+       "137567  2013      3    2    1334.0      224.0    1424.0      203.0      9E   \n",
+       "137576  2013      3    2    1346.0      163.0    1640.0      132.0      UA   \n",
+       "137609  2013      3    2    1437.0      200.0    1533.0      196.0      EV   \n",
+       "137635  2013      3    2    1459.0       64.0    1811.0       85.0      UA   \n",
+       "137641  2013      3    2    1509.0      174.0    1717.0      171.0      9E   \n",
+       "137664  2013      3    2    1535.0       96.0    1633.0       79.0      EV   \n",
+       "137665  2013      3    2    1536.0      181.0    1826.0      157.0      DL   \n",
+       "137669  2013      3    2    1540.0      100.0    1646.0       78.0      EV   \n",
+       "137678  2013      3    2    1550.0      111.0    1902.0       98.0      UA   \n",
+       "137679  2013      3    2    1554.0      129.0    1826.0       81.0      AA   \n",
+       "137703  2013      3    2    1611.0       73.0    1727.0       58.0      B6   \n",
+       "137706  2013      3    2    1614.0       78.0    1812.0       60.0      EV   \n",
+       "137714  2013      3    2    1619.0       79.0    1833.0       55.0      DL   \n",
+       "137716  2013      3    2    1622.0       72.0    1831.0       82.0      EV   \n",
+       "137776  2013      3    2    1716.0       91.0    1943.0       33.0      AA   \n",
+       "137795  2013      3    2    1745.0      120.0    1946.0       97.0      EV   \n",
+       "137798  2013      3    2    1752.0      134.0    2057.0      120.0      B6   \n",
+       "137801  2013      3    2    1756.0       87.0    1950.0       60.0      9E   \n",
+       "137826  2013      3    2    1829.0      120.0    2102.0      132.0      EV   \n",
+       "137838  2013      3    2    1847.0      177.0    2102.0      124.0      9E   \n",
+       "137844  2013      3    2    1852.0      175.0    2101.0      189.0      9E   \n",
+       "137857  2013      3    2    1908.0       99.0    2209.0       80.0      AA   \n",
+       "137896  2013      3    2    2000.0      110.0    2315.0      105.0      AA   \n",
+       "137898  2013      3    2    2006.0      157.0    2314.0      140.0      UA   \n",
+       "137947  2013      3    2    2222.0      203.0       7.0      179.0      EV   \n",
+       "137954  2013      3    2    2250.0      170.0      23.0      163.0      9E   \n",
+       "138155  2013      3    3     906.0       71.0    1102.0       44.0      9E   \n",
+       "138286  2013      3    3    1154.0       79.0    1258.0       59.0      EV   \n",
+       "138340  2013      3    3    1305.0       75.0    1431.0       66.0      FL   \n",
+       "138384  2013      3    3    1355.0      115.0    1509.0      114.0      MQ   \n",
+       "138414  2013      3    3    1440.0       72.0    1635.0       63.0      EV   \n",
+       "138418  2013      3    3    1442.0      102.0    1719.0       83.0      DL   \n",
+       "138514  2013      3    3    1603.0      133.0    1758.0      121.0      EV   \n",
+       "138525  2013      3    3    1610.0       75.0    1854.0       59.0      UA   \n",
+       "138547  2013      3    3    1633.0       64.0    1823.0       50.0      EV   \n",
+       "138592  2013      3    3    1714.0      374.0    2041.0      387.0      DL   \n",
+       "138600  2013      3    3    1719.0       74.0    1903.0       30.0      EV   \n",
+       "138614  2013      3    3    1729.0      119.0    2105.0      103.0      DL   \n",
+       "138628  2013      3    3    1753.0       61.0    1903.0       57.0      B6   \n",
+       "138630  2013      3    3    1755.0       65.0    1928.0       33.0      9E   \n",
+       "138640  2013      3    3    1759.0       89.0    1915.0       98.0      EV   \n",
+       "138685  2013      3    3    1853.0      176.0    2023.0      149.0      9E   \n",
+       "138693  2013      3    3    1857.0      187.0       2.0      192.0      AA   \n",
+       "138704  2013      3    3    1906.0       90.0    2143.0       74.0      B6   \n",
+       "138709  2013      3    3    1913.0       74.0    2105.0       76.0      EV   \n",
+       "138712  2013      3    3    1914.0       74.0    2012.0       57.0      WN   \n",
+       "138718  2013      3    3    1920.0       95.0    2145.0       50.0      AA   \n",
+       "138723  2013      3    3    1924.0      159.0    2135.0      157.0      9E   \n",
+       "138727  2013      3    3    1925.0      120.0    2213.0       93.0      AA   \n",
+       "138728  2013      3    3    1926.0      117.0    2138.0      121.0      EV   \n",
+       "138771  2013      3    3    2000.0       75.0    2326.0       76.0      B6   \n",
+       "138775  2013      3    3    2005.0      185.0    2141.0      181.0      MQ   \n",
+       "138776  2013      3    3    2006.0       71.0     119.0       84.0      AA   \n",
+       "138782  2013      3    3    2011.0      106.0    2246.0       79.0      UA   \n",
+       "138791  2013      3    3    2018.0      308.0       NaN        NaN      MQ   \n",
+       "138796  2013      3    3    2022.0       82.0    2235.0       73.0      9E   \n",
+       "138801  2013      3    3    2026.0       68.0    2318.0       62.0      UA   \n",
+       "138804  2013      3    3    2033.0       78.0    2154.0       44.0      9E   \n",
+       "138824  2013      3    3    2059.0       90.0    2307.0       90.0      EV   \n",
+       "138828  2013      3    3    2102.0       93.0    2308.0       98.0      EV   \n",
+       "138830  2013      3    3    2104.0       64.0      24.0       76.0      UA   \n",
+       "138834  2013      3    3    2110.0      130.0      49.0      113.0      DL   \n",
+       "138844  2013      3    3    2127.0       82.0    2340.0       87.0      EV   \n",
+       "138850  2013      3    3    2139.0       74.0     308.0      102.0      UA   \n",
+       "138851  2013      3    3    2140.0      245.0    2321.0      219.0      DL   \n",
+       "138867  2013      3    3    2221.0       96.0    2319.0       60.0      9E   \n",
+       "138868  2013      3    3    2229.0       89.0    2357.0       71.0      EV   \n",
+       "138869  2013      3    3    2238.0       99.0      36.0       76.0      B6   \n",
+       "138875  2013      3    3    2302.0      132.0      57.0      105.0      EV   \n",
+       "138990  2013      3    4     713.0       73.0     858.0       62.0      EV   \n",
+       "139062  2013      3    4     820.0       98.0    1053.0      123.0      EV   \n",
+       "139220  2013      3    4    1113.0       93.0    1246.0       96.0      EV   \n",
+       "139237  2013      3    4    1142.0       73.0    1323.0       48.0      EV   \n",
+       "139273  2013      3    4    1221.0      231.0    1346.0      207.0      UA   \n",
+       "139284  2013      3    4    1240.0       76.0    1333.0       69.0      EV   \n",
+       "139296  2013      3    4    1254.0      175.0    1427.0      183.0      EV   \n",
+       "139309  2013      3    4    1301.0      131.0    1604.0      122.0      DL   \n",
+       "139335  2013      3    4    1343.0      113.0    1519.0      114.0      FL   \n",
+       "139340  2013      3    4    1348.0       91.0    1454.0       80.0      EV   \n",
+       "139353  2013      3    4    1358.0      153.0    1545.0      138.0      EV   \n",
+       "139359  2013      3    4    1404.0       86.0    1549.0       75.0      DL   \n",
+       "139373  2013      3    4    1429.0       89.0    1715.0       79.0      DL   \n",
+       "139428  2013      3    4    1515.0       80.0    1758.0       70.0      UA   \n",
+       "139505  2013      3    4    1620.0      100.0    1938.0      105.0      DL   \n",
+       "139530  2013      3    4    1641.0      116.0    1754.0      110.0      9E   \n",
+       "139539  2013      3    4    1649.0      104.0    1859.0      125.0      EV   \n",
+       "139540  2013      3    4    1651.0      141.0    1841.0      167.0      EV   \n",
+       "139574  2013      3    4    1715.0       95.0    1838.0       89.0      EV   \n",
+       "139578  2013      3    4    1717.0       77.0    2028.0       57.0      DL   \n",
+       "139583  2013      3    4    1721.0       88.0    1941.0       93.0      EV   \n",
+       "139609  2013      3    4    1737.0      100.0    1914.0       80.0      9E   \n",
+       "139610  2013      3    4    1737.0      141.0    2037.0      145.0      B6   \n",
+       "139616  2013      3    4    1750.0       76.0    2051.0       85.0      UA   \n",
+       "139640  2013      3    4    1814.0       84.0    1934.0       74.0      AA   \n",
+       "139660  2013      3    4    1838.0       83.0    2148.0       84.0      DL   \n",
+       "139714  2013      3    4    1931.0       62.0    2132.0       58.0      EV   \n",
+       "139730  2013      3    4    1943.0      114.0    2121.0      102.0      EV   \n",
+       "139737  2013      3    4    1949.0      115.0    2244.0       95.0      UA   \n",
+       "139739  2013      3    4    1952.0       82.0    2138.0       83.0      MQ   \n",
+       "139766  2013      3    4    2022.0      152.0    2317.0      136.0      UA   \n",
+       "139784  2013      3    4    2047.0      117.0    2303.0      108.0      9E   \n",
+       "139813  2013      3    4    2133.0      117.0    2250.0      110.0      EV   \n",
+       "139814  2013      3    4    2133.0      158.0      28.0      154.0      UA   \n",
+       "139828  2013      3    4    2159.0      239.0    2349.0      223.0      US   \n",
+       "139832  2013      3    4    2228.0       88.0    2338.0       78.0      MQ   \n",
+       "139833  2013      3    4    2233.0      138.0       8.0      118.0      MQ   \n",
+       "139992  2013      3    5     745.0      105.0    1006.0      101.0      MQ   \n",
+       "140037  2013      3    5     816.0      106.0    1254.0       74.0      AA   \n",
+       "140105  2013      3    5     915.0       64.0    1114.0       66.0      EV   \n",
+       "140137  2013      3    5     955.0       73.0    1154.0       60.0      EV   \n",
+       "140158  2013      3    5    1023.0       63.0    1213.0       48.0      MQ   \n",
+       "140169  2013      3    5    1038.0       69.0    1142.0       58.0      EV   \n",
+       "140242  2013      3    5    1218.0       97.0    1631.0        NaN      EV   \n",
+       "140249  2013      3    5    1226.0       86.0    1338.0       83.0      MQ   \n",
+       "140262  2013      3    5    1246.0       69.0    1410.0       57.0      EV   \n",
+       "140264  2013      3    5    1250.0       85.0    1424.0       57.0      EV   \n",
+       "140286  2013      3    5    1311.0      141.0    1503.0      133.0      MQ   \n",
+       "140368  2013      3    5    1448.0      163.0    1730.0      157.0      B6   \n",
+       "140431  2013      3    5    1540.0       65.0    1827.0       80.0      EV   \n",
+       "140496  2013      3    5    1638.0       69.0    1827.0       54.0      EV   \n",
+       "140613  2013      3    5    1831.0       62.0    2210.0       73.0      UA   \n",
+       "140615  2013      3    5    1834.0       64.0    2131.0       41.0      AA   \n",
+       "140632  2013      3    5    1854.0      139.0    2011.0      121.0      MQ   \n",
+       "140654  2013      3    5    1910.0      160.0    2242.0      147.0      VX   \n",
+       "140672  2013      3    5    1931.0       91.0    2101.0       81.0      UA   \n",
+       "140689  2013      3    5    1951.0       64.0    2312.0       53.0      UA   \n",
+       "140692  2013      3    5    1955.0      130.0    2323.0      123.0      AA   \n",
+       "140716  2013      3    5    2021.0       86.0    2145.0       54.0      9E   \n",
+       "140731  2013      3    5    2036.0      161.0    2203.0      143.0      WN   \n",
+       "140734  2013      3    5    2038.0      120.0    2230.0       86.0      UA   \n",
+       "140737  2013      3    5    2043.0       98.0    2236.0       82.0      EV   \n",
+       "140740  2013      3    5    2051.0       82.0    2307.0       70.0      EV   \n",
+       "140749  2013      3    5    2102.0      162.0    2228.0      143.0      AA   \n",
+       "140759  2013      3    5    2126.0      131.0       NaN        NaN      9E   \n",
+       "140763  2013      3    5    2135.0       90.0    2323.0       65.0      EV   \n",
+       "140764  2013      3    5    2135.0      135.0    2336.0      156.0      AA   \n",
+       "140768  2013      3    5    2138.0      158.0     101.0      125.0      DL   \n",
+       "140776  2013      3    5    2204.0      189.0     126.0      166.0      VX   \n",
+       "140777  2013      3    5    2209.0      154.0     129.0      133.0      B6   \n",
+       "140778  2013      3    5    2212.0      162.0    2327.0      142.0      EV   \n",
+       "140779  2013      3    5    2230.0      280.0    2332.0      252.0      WN   \n",
+       "140781  2013      3    5    2236.0       67.0    2335.0       50.0      EV   \n",
+       "140783  2013      3    5    2239.0      164.0    2354.0      149.0      WN   \n",
+       "140785  2013      3    5    2241.0      101.0      45.0       90.0      EV   \n",
+       "140789  2013      3    5    2251.0      111.0      11.0       96.0      WN   \n",
+       "140790  2013      3    5    2258.0      118.0    2359.0       99.0      MQ   \n",
+       "140792  2013      3    5    2314.0      129.0      59.0      120.0      EV   \n",
+       "140826  2013      3    6      10.0      136.0     102.0      129.0      EV   \n",
+       "140827  2013      3    6     154.0      256.0     424.0      235.0      B6   \n",
+       "140942  2013      3    6     729.0       69.0    1213.0       71.0      B6   \n",
+       "141002  2013      3    6     824.0       61.0    1053.0       30.0      UA   \n",
+       "141097  2013      3    6    1008.0       98.0    1108.0       84.0      EV   \n",
+       "141108  2013      3    6    1023.0       83.0    1331.0       83.0      UA   \n",
+       "141113  2013      3    6    1025.0      135.0    1604.0      169.0      AA   \n",
+       "141142  2013      3    6    1112.0      132.0    1300.0      100.0      EV   \n",
+       "141147  2013      3    6    1116.0       75.0    1225.0       56.0      EV   \n",
+       "141167  2013      3    6    1146.0      105.0    1346.0       84.0      EV   \n",
+       "141185  2013      3    6    1216.0       61.0    1327.0       32.0      WN   \n",
+       "141218  2013      3    6    1305.0      101.0    1352.0       88.0      EV   \n",
+       "141230  2013      3    6    1330.0       90.0    1434.0       80.0      EV   \n",
+       "141238  2013      3    6    1352.0      147.0    1533.0      126.0      EV   \n",
+       "141243  2013      3    6    1400.0      111.0    1720.0      101.0      UA   \n",
+       "141260  2013      3    6    1427.0      138.0    1534.0      136.0      EV   \n",
+       "141262  2013      3    6    1430.0       70.0    1717.0       60.0      B6   \n",
+       "141265  2013      3    6    1432.0      103.0    1721.0      102.0      B6   \n",
+       "141267  2013      3    6    1432.0       62.0    1740.0       30.0      WN   \n",
+       "141271  2013      3    6    1439.0       74.0    1937.0       88.0      B6   \n",
+       "141282  2013      3    6    1454.0      204.0    1652.0      186.0      EV   \n",
+       "141284  2013      3    6    1454.0       71.0    1814.0       59.0      UA   \n",
+       "141289  2013      3    6    1457.0       72.0    1721.0       51.0      B6   \n",
+       "141292  2013      3    6    1458.0       88.0    1739.0       70.0      B6   \n",
+       "141298  2013      3    6    1506.0      126.0    1657.0       96.0      EV   \n",
+       "141302  2013      3    6    1510.0      101.0    1552.0       80.0      EV   \n",
+       "141315  2013      3    6    1529.0      139.0    1701.0      134.0      EV   \n",
+       "141320  2013      3    6    1536.0       69.0    1726.0       60.0      EV   \n",
+       "141321  2013      3    6    1537.0       67.0    1806.0       31.0      AA   \n",
+       "141332  2013      3    6    1553.0      147.0    1714.0      119.0      EV   \n",
+       "141351  2013      3    6    1615.0      166.0    1659.0      153.0      EV   \n",
+       "141358  2013      3    6    1623.0      128.0    1755.0      108.0      EV   \n",
+       "141362  2013      3    6    1629.0       89.0    1806.0       73.0      US   \n",
+       "141364  2013      3    6    1632.0      103.0    1757.0       92.0      EV   \n",
+       "141377  2013      3    6    1651.0       66.0    1916.0       39.0      UA   \n",
+       "141380  2013      3    6    1655.0      131.0    1924.0      105.0      B6   \n",
+       "141383  2013      3    6    1656.0       71.0    1959.0       50.0      UA   \n",
+       "141389  2013      3    6    1701.0       91.0    1951.0       56.0      AA   \n",
+       "141397  2013      3    6    1718.0       88.0    1817.0       67.0      WN   \n",
+       "141401  2013      3    6    1723.0      114.0    1829.0       96.0      EV   \n",
+       "141407  2013      3    6    1727.0       94.0    1924.0       76.0      EV   \n",
+       "141408  2013      3    6    1727.0      131.0    1958.0      106.0      B6   \n",
+       "141420  2013      3    6    1737.0      162.0    2019.0      142.0      B6   \n",
+       "141422  2013      3    6    1740.0       95.0    2008.0       57.0      B6   \n",
+       "141428  2013      3    6    1746.0       81.0    1952.0       57.0      MQ   \n",
+       "141431  2013      3    6    1749.0      124.0    1949.0      106.0      DL   \n",
+       "141439  2013      3    6    1805.0      125.0    2048.0      108.0      B6   \n",
+       "141440  2013      3    6    1805.0       65.0    1936.0       57.0      UA   \n",
+       "141443  2013      3    6    1810.0       70.0    2011.0       46.0      DL   \n",
+       "141444  2013      3    6    1813.0      118.0    2007.0      115.0      EV   \n",
+       "141451  2013      3    6    1823.0       78.0    2104.0       54.0      AA   \n",
+       "141454  2013      3    6    1829.0      149.0    1944.0      125.0      UA   \n",
+       "141456  2013      3    6    1832.0      172.0    1940.0      151.0      EV   \n",
+       "141458  2013      3    6    1836.0      104.0    1937.0       91.0      B6   \n",
+       "141460  2013      3    6    1839.0      145.0    2127.0      133.0      B6   \n",
+       "141463  2013      3    6    1841.0      116.0    2034.0       96.0      9E   \n",
+       "141473  2013      3    6    1853.0      133.0    2012.0      102.0      WN   \n",
+       "141483  2013      3    6    1906.0       61.0    2011.0       21.0      WN   \n",
+       "141484  2013      3    6    1906.0       66.0    2008.0       28.0      UA   \n",
+       "141488  2013      3    6    1911.0      111.0    2153.0       73.0      AA   \n",
+       "141489  2013      3    6    1912.0      118.0    2036.0      118.0      UA   \n",
+       "141495  2013      3    6    1914.0      104.0    2050.0       87.0      US   \n",
+       "141498  2013      3    6    1917.0      261.0    2118.0      246.0      EV   \n",
+       "141503  2013      3    6    1922.0      167.0    2035.0      145.0      MQ   \n",
+       "141505  2013      3    6    1925.0      174.0    2105.0      151.0      EV   \n",
+       "141509  2013      3    6    1927.0       82.0    2052.0       70.0      UA   \n",
+       "141514  2013      3    6    1935.0       95.0    2051.0       97.0      B6   \n",
+       "141516  2013      3    6    1938.0       69.0    2124.0       52.0      US   \n",
+       "141517  2013      3    6    1941.0      106.0    2046.0       66.0      WN   \n",
+       "141521  2013      3    6    1945.0      140.0    2301.0      145.0      DL   \n",
+       "141522  2013      3    6    1947.0       67.0    2118.0       66.0      B6   \n",
+       "141523  2013      3    6    1949.0      170.0    2111.0      170.0      EV   \n",
+       "141525  2013      3    6    1953.0      188.0    2101.0      181.0      EV   \n",
+       "141533  2013      3    6    2000.0      100.0    2129.0       84.0      AA   \n",
+       "141534  2013      3    6    2000.0      105.0    2153.0       68.0      DL   \n",
+       "141535  2013      3    6    2002.0       97.0    2248.0       65.0      UA   \n",
+       "141538  2013      3    6    2006.0       71.0    2235.0       37.0      UA   \n",
+       "141547  2013      3    6    2026.0       70.0    2320.0       73.0      UA   \n",
+       "141549  2013      3    6    2030.0      181.0    2236.0      179.0      EV   \n",
+       "141553  2013      3    6    2035.0      156.0    2302.0      128.0      B6   \n",
+       "141556  2013      3    6    2037.0      142.0    2337.0      132.0      AS   \n",
+       "141559  2013      3    6    2040.0       99.0    2156.0       95.0      EV   \n",
+       "141565  2013      3    6    2056.0      181.0    2328.0      160.0      B6   \n",
+       "141568  2013      3    6    2102.0       62.0    2336.0       32.0      UA   \n",
+       "141572  2013      3    6    2110.0      260.0    2253.0      238.0      EV   \n",
+       "141575  2013      3    6    2119.0       79.0    2231.0       52.0      UA   \n",
+       "141582  2013      3    6    2131.0       62.0    2243.0       50.0      UA   \n",
+       "141583  2013      3    6    2132.0       72.0       9.0       51.0      UA   \n",
+       "141584  2013      3    6    2138.0      123.0    2359.0      112.0      EV   \n",
+       "141585  2013      3    6    2142.0      112.0      56.0       87.0      UA   \n",
+       "141589  2013      3    6    2150.0      141.0    2330.0      113.0      EV   \n",
+       "141590  2013      3    6    2154.0       93.0    2313.0       74.0      UA   \n",
+       "141591  2013      3    6    2159.0      150.0       3.0      126.0      EV   \n",
+       "141594  2013      3    6    2216.0       77.0      26.0       66.0      B6   \n",
+       "141595  2013      3    6    2218.0      265.0      36.0      232.0      B6   \n",
+       "141596  2013      3    6    2223.0      198.0       4.0      170.0      EV   \n",
+       "141597  2013      3    6    2232.0      116.0      31.0       93.0      EV   \n",
+       "141598  2013      3    6    2234.0      114.0    2328.0      100.0      B6   \n",
+       "141600  2013      3    6    2237.0      177.0     116.0      151.0      B6   \n",
+       "141601  2013      3    6    2238.0       70.0     121.0       67.0      B6   \n",
+       "141606  2013      3    6    2300.0      120.0     121.0      126.0      EV   \n",
+       "141607  2013      3    6    2313.0      118.0      29.0      135.0      EV   \n",
+       "141608  2013      3    6    2313.0      133.0     139.0      113.0      B6   \n",
+       "141609  2013      3    6    2314.0       75.0     144.0       48.0      B6   \n",
+       "141610  2013      3    6    2322.0      158.0     144.0      127.0      UA   \n",
+       "141612  2013      3    6    2345.0      115.0     246.0      124.0      B6   \n",
+       "141613  2013      3    6    2353.0      118.0     221.0       93.0      B6   \n",
+       "141614  2013      3    6    2353.0       68.0      55.0       59.0      B6   \n",
+       "141798  2013      3    7       8.0       83.0     128.0       92.0      B6   \n",
+       "141799  2013      3    7      12.0      307.0     212.0      298.0      EV   \n",
+       "141800  2013      3    7      14.0      208.0     126.0      192.0      EV   \n",
+       "141801  2013      3    7      18.0      169.0     130.0      179.0      EV   \n",
+       "141802  2013      3    7      37.0      107.0     159.0      114.0      B6   \n",
+       "141803  2013      3    7     111.0       73.0     556.0       78.0      B6   \n",
+       "141804  2013      3    7     150.0      179.0     302.0      185.0      B6   \n",
+       "141890  2013      3    7     722.0       77.0     930.0       73.0      EV   \n",
+       "141899  2013      3    7     731.0       91.0     932.0       96.0      EV   \n",
+       "141902  2013      3    7     734.0       94.0     846.0       83.0      B6   \n",
+       "141905  2013      3    7     739.0       66.0     848.0       63.0      EV   \n",
+       "141929  2013      3    7     804.0       94.0     922.0       93.0      EV   \n",
+       "142002  2013      3    7     916.0       66.0    1126.0       53.0      9E   \n",
+       "142041  2013      3    7     958.0       73.0    1243.0       50.0      UA   \n",
+       "142064  2013      3    7    1040.0       71.0    1224.0       49.0      EV   \n",
+       "142067  2013      3    7    1045.0      105.0    1149.0       92.0      B6   \n",
+       "142073  2013      3    7    1055.0      115.0    1428.0      124.0      DL   \n",
+       "142129  2013      3    7    1202.0       66.0    1423.0       42.0      UA   \n",
+       "142132  2013      3    7    1207.0      223.0    1350.0      216.0      EV   \n",
+       "142139  2013      3    7    1223.0       83.0    1513.0       75.0      UA   \n",
+       "142151  2013      3    7    1250.0       95.0    1539.0       75.0      B6   \n",
+       "142170  2013      3    7    1308.0       71.0    1555.0       65.0      B6   \n",
+       "142171  2013      3    7    1309.0       69.0    1425.0       55.0      MQ   \n",
+       "142177  2013      3    7    1315.0       75.0    1443.0      100.0      B6   \n",
+       "142183  2013      3    7    1328.0       68.0    1443.0       53.0      MQ   \n",
+       "142190  2013      3    7    1342.0      125.0    1541.0      148.0      EV   \n",
+       "142192  2013      3    7    1343.0       77.0    1531.0       68.0      EV   \n",
+       "142194  2013      3    7    1348.0      196.0    1529.0      198.0      EV   \n",
+       "142219  2013      3    7    1428.0       70.0    1714.0       51.0      B6   \n",
+       "142223  2013      3    7    1434.0      102.0    1550.0       90.0      EV   \n",
+       "142224  2013      3    7    1435.0       95.0    1531.0       87.0      EV   \n",
+       "142229  2013      3    7    1441.0      132.0    1554.0      121.0      EV   \n",
+       "142253  2013      3    7    1455.0      125.0    1651.0      126.0      EV   \n",
+       "142256  2013      3    7    1457.0       72.0    1758.0       63.0      B6   \n",
+       "142261  2013      3    7    1503.0       93.0    1822.0       72.0      WN   \n",
+       "142269  2013      3    7    1509.0       64.0    1632.0       59.0      EV   \n",
+       "142297  2013      3    7    1536.0       69.0    1729.0       63.0      EV   \n",
+       "142321  2013      3    7    1558.0       63.0    1852.0       59.0      UA   \n",
+       "142332  2013      3    7    1607.0       67.0    1734.0       86.0      US   \n",
+       "142338  2013      3    7    1614.0       75.0    1817.0       66.0      B6   \n",
+       "142339  2013      3    7    1615.0      106.0    1737.0      118.0      B6   \n",
+       "142353  2013      3    7    1637.0      162.0    1805.0      172.0      EV   \n",
+       "142354  2013      3    7    1639.0       89.0    1905.0      115.0      MQ   \n",
+       "142362  2013      3    7    1647.0      111.0    1852.0      100.0      EV   \n",
+       "142364  2013      3    7    1647.0       67.0    1856.0       36.0      DL   \n",
+       "142383  2013      3    7    1703.0       70.0    1911.0       63.0      EV   \n",
+       "142385  2013      3    7    1707.0      132.0    1933.0      181.0      9E   \n",
+       "142390  2013      3    7    1711.0       71.0    1950.0       77.0      FL   \n",
+       "142405  2013      3    7    1724.0      121.0    1847.0      131.0      EV   \n",
+       "142407  2013      3    7    1725.0      100.0    1933.0       90.0      DL   \n",
+       "142417  2013      3    7    1733.0      103.0    1850.0      100.0      WN   \n",
+       "142419  2013      3    7    1734.0      124.0    1934.0      120.0      US   \n",
+       "142434  2013      3    7    1753.0       73.0    1935.0       65.0      WN   \n",
+       "142452  2013      3    7    1805.0      125.0    1918.0       99.0      UA   \n",
+       "142459  2013      3    7    1809.0      119.0    1957.0      141.0      9E   \n",
+       "142464  2013      3    7    1811.0       81.0    2012.0       77.0      WN   \n",
+       "142467  2013      3    7    1817.0       74.0    2002.0       70.0      EV   \n",
+       "142475  2013      3    7    1827.0      132.0    2047.0      117.0      WN   \n",
+       "142480  2013      3    7    1831.0       61.0    2025.0       62.0      US   \n",
+       "142483  2013      3    7    1834.0       69.0    2125.0       49.0      DL   \n",
+       "142487  2013      3    7    1840.0       95.0    2151.0      101.0      AA   \n",
+       "142492  2013      3    7    1846.0       76.0    2133.0       90.0      FL   \n",
+       "142519  2013      3    7    1915.0      123.0    2030.0      122.0      EV   \n",
+       "142535  2013      3    7    1931.0       96.0    2127.0      107.0      WN   \n",
+       "142538  2013      3    7    1938.0      109.0    2130.0      111.0      EV   \n",
+       "142539  2013      3    7    1938.0      105.0    2229.0      105.0      B6   \n",
+       "142549  2013      3    7    1948.0      108.0    2143.0      105.0      EV   \n",
+       "142550  2013      3    7    1948.0       88.0    2312.0       82.0      AA   \n",
+       "142560  2013      3    7    1959.0      134.0    2155.0      146.0      B6   \n",
+       "142564  2013      3    7    2003.0       68.0    2205.0       74.0      9E   \n",
+       "142565  2013      3    7    2004.0       69.0    2320.0       86.0      UA   \n",
+       "142574  2013      3    7    2012.0      103.0    2212.0       87.0      EV   \n",
+       "142579  2013      3    7    2017.0       82.0    2319.0       73.0      DL   \n",
+       "142580  2013      3    7    2021.0       72.0    2143.0       81.0      EV   \n",
+       "142585  2013      3    7    2028.0       88.0    2315.0      104.0      DL   \n",
+       "142588  2013      3    7    2030.0      160.0    2129.0      129.0      WN   \n",
+       "142590  2013      3    7    2032.0       91.0    2147.0       86.0      EV   \n",
+       "142592  2013      3    7    2037.0       64.0    2251.0       70.0      EV   \n",
+       "142597  2013      3    7    2045.0       65.0    2331.0       60.0      9E   \n",
+       "142598  2013      3    7    2046.0      101.0    2231.0      123.0      UA   \n",
+       "142600  2013      3    7    2048.0      236.0    2151.0      225.0      B6   \n",
+       "142602  2013      3    7    2049.0       84.0    2220.0       75.0      WN   \n",
+       "142614  2013      3    7    2101.0       92.0    2310.0       73.0      EV   \n",
+       "142619  2013      3    7    2105.0       82.0    2206.0       73.0      EV   \n",
+       "142620  2013      3    7    2105.0      115.0    2341.0       86.0      AA   \n",
+       "142621  2013      3    7    2107.0      112.0    2304.0      114.0      9E   \n",
+       "142623  2013      3    7    2108.0       93.0    2344.0       65.0      DL   \n",
+       "142629  2013      3    7    2115.0      166.0    2323.0      169.0      EV   \n",
+       "142631  2013      3    7    2116.0       76.0    2338.0       55.0      DL   \n",
+       "142635  2013      3    7    2124.0      334.0    2304.0      351.0      UA   \n",
+       "142636  2013      3    7    2131.0       91.0    2313.0       97.0      EV   \n",
+       "142637  2013      3    7    2135.0       90.0    2230.0       81.0      EV   \n",
+       "142644  2013      3    7    2139.0      154.0    2258.0      140.0      EV   \n",
+       "142650  2013      3    7    2158.0       82.0      21.0       83.0      EV   \n",
+       "142653  2013      3    7    2201.0      126.0    2309.0      104.0      WN   \n",
+       "142654  2013      3    7    2202.0      122.0    2353.0      155.0      9E   \n",
+       "142655  2013      3    7    2205.0       85.0     134.0       98.0      B6   \n",
+       "142656  2013      3    7    2211.0       93.0      37.0      120.0      EV   \n",
+       "142657  2013      3    7    2211.0      131.0     108.0      143.0      EV   \n",
+       "142658  2013      3    7    2211.0       66.0    2349.0       92.0      EV   \n",
+       "142661  2013      3    7    2226.0      271.0      56.0      248.0      B6   \n",
+       "142663  2013      3    7    2230.0      125.0       3.0      123.0      FL   \n",
+       "142664  2013      3    7    2230.0      150.0      11.0      177.0      US   \n",
+       "142665  2013      3    7    2235.0       70.0      35.0      115.0      MQ   \n",
+       "142669  2013      3    7    2254.0       64.0     159.0       77.0      B6   \n",
+       "142670  2013      3    7    2255.0      115.0      41.0      104.0      EV   \n",
+       "142671  2013      3    7    2256.0       71.0     149.0       75.0      B6   \n",
+       "142672  2013      3    7    2304.0       99.0      19.0      101.0      EV   \n",
+       "142673  2013      3    7    2310.0      101.0      29.0      104.0      EV   \n",
+       "142674  2013      3    7    2314.0       80.0      28.0       95.0      EV   \n",
+       "142677  2013      3    7    2325.0      130.0      39.0      145.0      EV   \n",
+       "142778  2013      3    8       5.0      225.0     226.0      188.0      UA   \n",
+       "142779  2013      3    8       8.0      143.0     240.0      126.0      B6   \n",
+       "142780  2013      3    8       9.0      134.0     238.0      110.0      B6   \n",
+       "142781  2013      3    8      11.0      101.0     437.0       85.0      B6   \n",
+       "142782  2013      3    8      12.0       87.0     127.0       91.0      B6   \n",
+       "142783  2013      3    8      13.0      153.0     144.0      159.0      B6   \n",
+       "142784  2013      3    8      17.0      299.0     237.0      261.0      UA   \n",
+       "142786  2013      3    8      22.0      152.0     258.0      136.0      B6   \n",
+       "142787  2013      3    8      28.0      253.0     247.0      207.0      UA   \n",
+       "142788  2013      3    8      32.0      303.0     216.0      259.0      EV   \n",
+       "142789  2013      3    8      40.0      430.0     247.0      410.0      F9   \n",
+       "142790  2013      3    8      46.0      265.0     212.0      253.0      UA   \n",
+       "142791  2013      3    8     109.0      134.0     227.0      150.0      B6   \n",
+       "142792  2013      3    8     117.0      257.0     338.0      232.0      B6   \n",
+       "142793  2013      3    8     125.0      227.0     356.0      207.0      B6   \n",
+       "142794  2013      3    8     151.0      113.0     612.0       94.0      B6   \n",
+       "142795  2013      3    8     152.0      187.0     256.0      182.0      B6   \n",
+       "142796  2013      3    8     223.0      264.0     510.0      254.0      B6   \n",
+       "142797  2013      3    8     321.0      270.0     414.0      257.0      B6   \n",
+       "142883  2013      3    8     706.0       66.0     940.0      137.0      B6   \n",
+       "142892  2013      3    8     720.0       75.0     921.0       64.0      EV   \n",
+       "142925  2013      3    8     809.0       69.0    1236.0      131.0      UA   \n",
+       "142937  2013      3    8     820.0      110.0    1021.0      134.0      B6   \n",
+       "142938  2013      3    8     820.0       65.0    1042.0       84.0      DL   \n",
+       "142950  2013      3    8     831.0       91.0     956.0       77.0      UA   \n",
+       "142962  2013      3    8     851.0       66.0    1006.0       36.0      AA   \n",
+       "142971  2013      3    8     903.0       63.0    1210.0      126.0      B6   \n",
+       "142975  2013      3    8     907.0       82.0    1246.0       81.0      AA   \n",
+       "142978  2013      3    8     912.0       62.0    1303.0      100.0      DL   \n",
+       "142980  2013      3    8     916.0       71.0    1233.0       88.0      DL   \n",
+       "142985  2013      3    8     924.0       69.0    1206.0       81.0      DL   \n",
+       "142987  2013      3    8     926.0       70.0    1135.0       82.0      EV   \n",
+       "142990  2013      3    8     931.0       61.0    1100.0       35.0      AA   \n",
+       "142991  2013      3    8     932.0       86.0    1147.0      148.0      B6   \n",
+       "142994  2013      3    8     934.0       84.0    1208.0      108.0      DL   \n",
+       "142999  2013      3    8     946.0       66.0    1338.0      108.0      UA   \n",
+       "143001  2013      3    8     950.0      200.0    1517.0      217.0      AA   \n",
+       "143004  2013      3    8    1001.0       61.0    1246.0       63.0      DL   \n",
+       "143007  2013      3    8    1011.0       86.0    1533.0      103.0      AA   \n",
+       "143008  2013      3    8    1012.0      167.0    1348.0      198.0      AS   \n",
+       "143009  2013      3    8    1015.0      125.0    1340.0      136.0      DL   \n",
+       "143011  2013      3    8    1026.0       76.0    1428.0      113.0      VX   \n",
+       "143013  2013      3    8    1029.0      122.0    1542.0      146.0      B6   \n",
+       "143014  2013      3    8    1031.0       91.0    1405.0      105.0      AA   \n",
+       "143016  2013      3    8    1037.0      112.0    1331.0      176.0      9E   \n",
+       "143017  2013      3    8    1038.0       69.0    1330.0       68.0      UA   \n",
+       "143018  2013      3    8    1042.0      102.0    1359.0       99.0      AA   \n",
+       "143020  2013      3    8    1044.0      149.0    1228.0      148.0      EV   \n",
+       "143022  2013      3    8    1046.0       76.0    1331.0      149.0      9E   \n",
+       "143028  2013      3    8    1101.0       66.0    1327.0       67.0      MQ   \n",
+       "143032  2013      3    8    1107.0      117.0    1637.0      146.0      UA   \n",
+       "143034  2013      3    8    1109.0      111.0    1312.0      167.0      B6   \n",
+       "143035  2013      3    8    1111.0      121.0    1409.0      116.0      DL   \n",
+       "143036  2013      3    8    1113.0       69.0    1313.0       53.0      DL   \n",
+       "143037  2013      3    8    1114.0       89.0    1335.0      125.0      AA   \n",
+       "143039  2013      3    8    1120.0      260.0    1305.0      255.0      AA   \n",
+       "143041  2013      3    8    1122.0       82.0    1420.0       88.0      UA   \n",
+       "143042  2013      3    8    1130.0       76.0    1443.0       91.0      UA   \n",
+       "143044  2013      3    8    1136.0       95.0    1409.0      173.0      UA   \n",
+       "143045  2013      3    8    1137.0       96.0    1416.0      114.0      EV   \n",
+       "143046  2013      3    8    1138.0      123.0    1450.0      140.0      VX   \n",
+       "143047  2013      3    8    1140.0      106.0    1457.0      113.0      UA   \n",
+       "143051  2013      3    8    1147.0      203.0    1338.0      204.0      EV   \n",
+       "143053  2013      3    8    1150.0      141.0    1540.0      208.0      UA   \n",
+       "143054  2013      3    8    1154.0      164.0    1418.0      205.0      B6   \n",
+       "143057  2013      3    8    1158.0      241.0    1407.0      262.0      9E   \n",
+       "143058  2013      3    8    1159.0      179.0    1441.0      145.0      DL   \n",
+       "143061  2013      3    8    1200.0      230.0    1419.0      264.0      MQ   \n",
+       "143062  2013      3    8    1202.0      251.0    1530.0      331.0      EV   \n",
+       "143064  2013      3    8    1202.0       92.0    1607.0      147.0      AA   \n",
+       "143066  2013      3    8    1203.0       93.0    1556.0      106.0      VX   \n",
+       "143068  2013      3    8    1206.0      271.0    1531.0      356.0      EV   \n",
+       "143071  2013      3    8    1211.0       75.0    1525.0      104.0      UA   \n",
+       "143073  2013      3    8    1218.0      216.0    1559.0      305.0      EV   \n",
+       "143076  2013      3    8    1219.0       89.0    1616.0      134.0      UA   \n",
+       "143079  2013      3    8    1224.0      160.0    1416.0      158.0      EV   \n",
+       "143081  2013      3    8    1227.0       87.0    1415.0       70.0      DL   \n",
+       "143084  2013      3    8    1228.0      328.0    1623.0      375.0      UA   \n",
+       "143087  2013      3    8    1236.0       76.0    1607.0      105.0      B6   \n",
+       "143088  2013      3    8    1241.0      151.0    1435.0      190.0      B6   \n",
+       "143090  2013      3    8    1247.0      292.0    1500.0      282.0      9E   \n",
+       "143091  2013      3    8    1248.0       93.0    1619.0      115.0      B6   \n",
+       "143092  2013      3    8    1250.0      100.0    1432.0      132.0      B6   \n",
+       "143094  2013      3    8    1255.0      235.0    1532.0      252.0      EV   \n",
+       "143097  2013      3    8    1300.0      271.0    1505.0      310.0      EV   \n",
+       "143098  2013      3    8    1303.0       78.0    1552.0       61.0      DL   \n",
+       "143099  2013      3    8    1307.0      188.0    1644.0      191.0      US   \n",
+       "143100  2013      3    8    1311.0      289.0    1615.0      330.0      EV   \n",
+       "143101  2013      3    8    1311.0       68.0    1639.0      100.0      UA   \n",
+       "143102  2013      3    8    1311.0       94.0    1657.0      132.0      UA   \n",
+       "143103  2013      3    8    1317.0      167.0    1532.0      150.0      FL   \n",
+       "143105  2013      3    8    1329.0      179.0    1453.0      163.0      AA   \n",
+       "143110  2013      3    8    1343.0      243.0    1624.0      214.0      AA   \n",
+       "143111  2013      3    8    1344.0      149.0    1627.0      131.0      DL   \n",
+       "143112  2013      3    8    1344.0      134.0    1544.0      130.0      US   \n",
+       "143113  2013      3    8    1345.0      341.0    1630.0      364.0      EV   \n",
+       "143114  2013      3    8    1346.0      192.0    1717.0      207.0      UA   \n",
+       "143118  2013      3    8    1355.0       65.0    1656.0       66.0      B6   \n",
+       "143120  2013      3    8    1359.0      259.0    1515.0      245.0      WN   \n",
+       "143121  2013      3    8    1401.0      221.0    1654.0      204.0      AA   \n",
+       "143122  2013      3    8    1406.0       67.0    1558.0       62.0      US   \n",
+       "143123  2013      3    8    1407.0       67.0    1650.0       54.0      DL   \n",
+       "143124  2013      3    8    1408.0       79.0    1706.0       87.0      B6   \n",
+       "143125  2013      3    8    1409.0      164.0    1549.0      164.0      AA   \n",
+       "143126  2013      3    8    1410.0       71.0    1604.0       88.0      UA   \n",
+       "143128  2013      3    8    1415.0      255.0    1522.0      225.0      UA   \n",
+       "143129  2013      3    8    1417.0      257.0    1625.0      231.0      DL   \n",
+       "143130  2013      3    8    1417.0      137.0    1526.0      107.0      UA   \n",
+       "143131  2013      3    8    1419.0      290.0    1623.0      288.0      EV   \n",
+       "143132  2013      3    8    1422.0       92.0    1551.0      100.0      B6   \n",
+       "143134  2013      3    8    1427.0      211.0    1544.0      209.0      EV   \n",
+       "143136  2013      3    8    1428.0      193.0    1553.0      178.0      WN   \n",
+       "143138  2013      3    8    1431.0      230.0    1551.0      226.0      EV   \n",
+       "143139  2013      3    8    1431.0      211.0    1717.0      183.0      DL   \n",
+       "143140  2013      3    8    1432.0      102.0    1636.0      106.0      DL   \n",
+       "143141  2013      3    8    1433.0      213.0    1646.0      200.0      UA   \n",
+       "143142  2013      3    8    1435.0       95.0    1610.0       90.0      AA   \n",
+       "143143  2013      3    8    1436.0       96.0    1532.0       85.0      US   \n",
+       "143145  2013      3    8    1442.0      232.0    1721.0      199.0      DL   \n",
+       "143146  2013      3    8    1443.0      103.0    1622.0      136.0      B6   \n",
+       "143149  2013      3    8    1448.0      178.0    1655.0      190.0      MQ   \n",
+       "143150  2013      3    8    1449.0      320.0    1610.0      326.0      EV   \n",
+       "143152  2013      3    8    1451.0      106.0    1619.0      115.0      B6   \n",
+       "143154  2013      3    8    1451.0      121.0    1716.0      101.0      WN   \n",
+       "143155  2013      3    8    1451.0       61.0    1738.0       40.0      UA   \n",
+       "143159  2013      3    8    1455.0       75.0    1750.0       62.0      B6   \n",
+       "143160  2013      3    8    1457.0       92.0    1941.0       92.0      B6   \n",
+       "143161  2013      3    8    1458.0      223.0    1746.0      201.0      AA   \n",
+       "143162  2013      3    8    1458.0      178.0    1711.0      153.0      DL   \n",
+       "143163  2013      3    8    1458.0       73.0    1604.0       44.0      WN   \n",
+       "143165  2013      3    8    1502.0      207.0    1748.0      179.0      DL   \n",
+       "143166  2013      3    8    1503.0      273.0    1639.0      264.0      MQ   \n",
+       "143168  2013      3    8    1504.0       81.0    1811.0       56.0      UA   \n",
+       "143169  2013      3    8    1505.0      185.0    1628.0      178.0      MQ   \n",
+       "143172  2013      3    8    1511.0      151.0    1800.0      140.0      AA   \n",
+       "143175  2013      3    8    1514.0      309.0    1633.0      313.0      EV   \n",
+       "143179  2013      3    8    1522.0      232.0    1735.0      229.0      EV   \n",
+       "143180  2013      3    8    1522.0      167.0    1637.0      147.0      WN   \n",
+       "143181  2013      3    8    1523.0      322.0    1646.0      317.0      EV   \n",
+       "143184  2013      3    8    1524.0       85.0    1756.0       61.0      UA   \n",
+       "143186  2013      3    8    1526.0      161.0    1809.0      129.0      AA   \n",
+       "143189  2013      3    8    1527.0      230.0    1706.0      233.0      EV   \n",
+       "143191  2013      3    8    1531.0      106.0    1813.0       97.0      B6   \n",
+       "143192  2013      3    8    1531.0       91.0    1652.0       99.0      B6   \n",
+       "143195  2013      3    8    1534.0      109.0    1834.0       99.0      B6   \n",
+       "143196  2013      3    8    1535.0      137.0    1815.0      112.0      B6   \n",
+       "143197  2013      3    8    1536.0       66.0    1819.0       47.0      UA   \n",
+       "143198  2013      3    8    1537.0      302.0    1742.0      299.0      EV   \n",
+       "143199  2013      3    8    1537.0      185.0    1733.0      184.0      EV   \n",
+       "143202  2013      3    8    1541.0      116.0    1646.0      113.0      9E   \n",
+       "143205  2013      3    8    1545.0      135.0    1822.0      102.0      AA   \n",
+       "143206  2013      3    8    1545.0      135.0    1937.0      147.0      WN   \n",
+       "143208  2013      3    8    1549.0      191.0    1731.0      177.0      DL   \n",
+       "143215  2013      3    8    1600.0      470.0    1759.0      436.0      FL   \n",
+       "143217  2013      3    8    1604.0      316.0    1806.0      305.0      EV   \n",
+       "143220  2013      3    8    1605.0      130.0    1723.0      130.0      EV   \n",
+       "143222  2013      3    8    1606.0       86.0    1855.0       62.0      DL   \n",
+       "143225  2013      3    8    1615.0      140.0    1836.0      108.0      UA   \n",
+       "143230  2013      3    8    1624.0       77.0    2057.0       55.0      B6   \n",
+       "143232  2013      3    8    1626.0      101.0    1901.0       77.0      B6   \n",
+       "143234  2013      3    8    1629.0      119.0    1857.0       82.0      AA   \n",
+       "143236  2013      3    8    1631.0       61.0    1801.0       27.0      US   \n",
+       "143237  2013      3    8    1635.0      100.0    1751.0      106.0      UA   \n",
+       "143238  2013      3    8    1637.0      192.0    1804.0      179.0      MQ   \n",
+       "143239  2013      3    8    1638.0      125.0    1854.0      129.0      DL   \n",
+       "143240  2013      3    8    1639.0       87.0    1910.0       45.0      UA   \n",
+       "143241  2013      3    8    1641.0      281.0    1805.0      274.0      UA   \n",
+       "143243  2013      3    8    1645.0       76.0    1948.0       67.0      UA   \n",
+       "143244  2013      3    8    1646.0      116.0    1844.0      110.0      DL   \n",
+       "143245  2013      3    8    1646.0       91.0    1815.0       75.0      MQ   \n",
+       "143246  2013      3    8    1652.0      157.0    1846.0      135.0      DL   \n",
+       "143247  2013      3    8    1652.0       67.0    1928.0       51.0      UA   \n",
+       "143254  2013      3    8    1712.0       72.0    1833.0       42.0      B6   \n",
+       "143259  2013      3    8    1717.0       97.0    1959.0       55.0      DL   \n",
+       "143260  2013      3    8    1718.0      332.0    1920.0      302.0      EV   \n",
+       "143261  2013      3    8    1718.0       73.0    1948.0       37.0      B6   \n",
+       "143262  2013      3    8    1718.0       80.0    1817.0       49.0      B6   \n",
+       "143265  2013      3    8    1723.0      271.0    1844.0      264.0      EV   \n",
+       "143266  2013      3    8    1723.0       69.0    2004.0       59.0      UA   \n",
+       "143267  2013      3    8    1724.0      169.0    1956.0      132.0      B6   \n",
+       "143268  2013      3    8    1725.0       85.0    1940.0       62.0      DL   \n",
+       "143269  2013      3    8    1726.0      258.0    1934.0      233.0      FL   \n",
+       "143272  2013      3    8    1728.0      103.0    2017.0       66.0      B6   \n",
+       "143273  2013      3    8    1728.0       74.0    1843.0       54.0      UA   \n",
+       "143274  2013      3    8    1729.0      149.0    2003.0      122.0      DL   \n",
+       "143275  2013      3    8    1730.0      142.0    2025.0      126.0      DL   \n",
+       "143276  2013      3    8    1732.0      420.0    1906.0      415.0      EV   \n",
+       "143279  2013      3    8    1733.0       93.0    1850.0       98.0      US   \n",
+       "143280  2013      3    8    1734.0      104.0    1839.0       89.0      WN   \n",
+       "143282  2013      3    8    1735.0      110.0    1952.0      109.0      DL   \n",
+       "143283  2013      3    8    1735.0       61.0    2039.0       73.0      UA   \n",
+       "143284  2013      3    8    1735.0      156.0    2105.0      160.0      UA   \n",
+       "143289  2013      3    8    1741.0      101.0    1950.0       75.0      9E   \n",
+       "143290  2013      3    8    1741.0       91.0    1854.0       54.0      AA   \n",
+       "143291  2013      3    8    1742.0      150.0    1927.0      138.0      EV   \n",
+       "143292  2013      3    8    1742.0      218.0    1856.0      196.0      UA   \n",
+       "143293  2013      3    8    1743.0       93.0    1843.0       67.0      9E   \n",
+       "143297  2013      3    8    1746.0      131.0    2038.0      108.0      AA   \n",
+       "143298  2013      3    8    1746.0      376.0    1938.0      359.0      DL   \n",
+       "143299  2013      3    8    1748.0      193.0    2038.0      190.0      UA   \n",
+       "143300  2013      3    8    1750.0      102.0    1934.0       79.0      9E   \n",
+       "143301  2013      3    8    1751.0      346.0    2021.0      328.0      B6   \n",
+       "143304  2013      3    8    1753.0      173.0    1933.0      160.0      US   \n",
+       "143305  2013      3    8    1754.0      207.0    1951.0      205.0      EV   \n",
+       "143306  2013      3    8    1755.0      115.0    1941.0      113.0      9E   \n",
+       "143308  2013      3    8    1755.0       70.0    2130.0       85.0      AA   \n",
+       "143309  2013      3    8    1757.0       97.0    2149.0      106.0      US   \n",
+       "143310  2013      3    8    1758.0      268.0    2039.0      250.0      B6   \n",
+       "143311  2013      3    8    1759.0      259.0    1906.0      263.0      EV   \n",
+       "143312  2013      3    8    1802.0      142.0    2006.0      106.0      DL   \n",
+       "143314  2013      3    8    1804.0      305.0    1927.0      307.0      EV   \n",
+       "143317  2013      3    8    1808.0       93.0    1934.0       84.0      MQ   \n",
+       "143318  2013      3    8    1812.0      223.0    1917.0      218.0      B6   \n",
+       "143320  2013      3    8    1814.0      194.0    2111.0      166.0      AA   \n",
+       "143321  2013      3    8    1814.0      195.0    2122.0      186.0      UA   \n",
+       "143322  2013      3    8    1817.0      212.0    2022.0      206.0      EV   \n",
+       "143324  2013      3    8    1818.0      289.0    2033.0      300.0      EV   \n",
+       "143325  2013      3    8    1818.0      138.0    2027.0      114.0      FL   \n",
+       "143327  2013      3    8    1819.0      379.0    2005.0      422.0      B6   \n",
+       "143328  2013      3    8    1819.0      260.0    2028.0      239.0      DL   \n",
+       "143329  2013      3    8    1819.0      134.0    2118.0      114.0      DL   \n",
+       "143330  2013      3    8    1821.0      202.0    2036.0      179.0      DL   \n",
+       "143331  2013      3    8    1821.0      101.0    2007.0       97.0      WN   \n",
+       "143332  2013      3    8    1823.0      103.0    2137.0      102.0      B6   \n",
+       "143335  2013      3    8    1827.0       87.0    2102.0       89.0      DL   \n",
+       "143339  2013      3    8    1832.0      167.0    2128.0      141.0      DL   \n",
+       "143340  2013      3    8    1834.0      204.0    2013.0      198.0      MQ   \n",
+       "143341  2013      3    8    1835.0      210.0    2116.0      176.0      AA   \n",
+       "143342  2013      3    8    1840.0      163.0    2039.0      165.0      9E   \n",
+       "143344  2013      3    8    1842.0       72.0    2024.0       61.0      US   \n",
+       "143345  2013      3    8    1843.0      133.0    2032.0      119.0      B6   \n",
+       "143346  2013      3    8    1843.0      239.0    2117.0      218.0      B6   \n",
+       "143347  2013      3    8    1844.0      194.0    2127.0      173.0      DL   \n",
+       "143349  2013      3    8    1851.0      127.0    2126.0      100.0      B6   \n",
+       "143351  2013      3    8    1852.0      332.0    2128.0      311.0      B6   \n",
+       "143352  2013      3    8    1853.0       77.0    2130.0       61.0      B6   \n",
+       "143354  2013      3    8    1854.0      124.0    2010.0      110.0      AA   \n",
+       "143359  2013      3    8    1857.0       98.0    2107.0       79.0      UA   \n",
+       "143360  2013      3    8    1858.0      123.0    2202.0      105.0      DL   \n",
+       "143364  2013      3    8    1900.0       99.0    2008.0       70.0      UA   \n",
+       "143367  2013      3    8    1902.0       72.0    2017.0       57.0      WN   \n",
+       "143368  2013      3    8    1904.0      249.0    2109.0      220.0      B6   \n",
+       "143369  2013      3    8    1905.0       95.0    2124.0       81.0      FL   \n",
+       "143371  2013      3    8    1907.0      302.0    2031.0      298.0      EV   \n",
+       "143372  2013      3    8    1907.0       92.0    2102.0       80.0      DL   \n",
+       "143373  2013      3    8    1907.0      107.0    2106.0      121.0      MQ   \n",
+       "143374  2013      3    8    1908.0      148.0    2155.0      120.0      AA   \n",
+       "143375  2013      3    8    1910.0       85.0    2052.0       83.0      B6   \n",
+       "143376  2013      3    8    1913.0       63.0    2035.0       52.0      9E   \n",
+       "143379  2013      3    8    1916.0       76.0    2120.0       74.0      US   \n",
+       "143380  2013      3    8    1917.0      122.0    2214.0      110.0      DL   \n",
+       "143381  2013      3    8    1918.0      242.0    2150.0      218.0      B6   \n",
+       "143385  2013      3    8    1920.0      230.0    2141.0      216.0      MQ   \n",
+       "143387  2013      3    8    1923.0       93.0    2228.0       87.0      UA   \n",
+       "143388  2013      3    8    1924.0      124.0    2056.0      106.0      AA   \n",
+       "143391  2013      3    8    1928.0       73.0    2244.0       57.0      B6   \n",
+       "143392  2013      3    8    1928.0      153.0    2255.0      148.0      DL   \n",
+       "143394  2013      3    8    1932.0      154.0    2227.0      140.0      B6   \n",
+       "143395  2013      3    8    1933.0      348.0    2231.0      326.0      AA   \n",
+       "143397  2013      3    8    1936.0       96.0    2101.0      107.0      B6   \n",
+       "143398  2013      3    8    1936.0      171.0    2117.0      147.0      DL   \n",
+       "143399  2013      3    8    1937.0      104.0    2206.0       82.0      B6   \n",
+       "143400  2013      3    8    1937.0      277.0    2202.0      272.0      UA   \n",
+       "143401  2013      3    8    1940.0      172.0    2056.0      170.0      EV   \n",
+       "143406  2013      3    8    1944.0      134.0    2105.0      136.0      B6   \n",
+       "143407  2013      3    8    1944.0       94.0    2104.0       79.0      MQ   \n",
+       "143408  2013      3    8    1944.0       75.0    2125.0       53.0      US   \n",
+       "143413  2013      3    8    1951.0      171.0    2159.0      155.0      DL   \n",
+       "143415  2013      3    8    1953.0      138.0    2215.0      132.0      DL   \n",
+       "143417  2013      3    8    1956.0      170.0    2241.0      145.0      B6   \n",
+       "143418  2013      3    8    1956.0      222.0    2247.0      213.0      B6   \n",
+       "143420  2013      3    8    1958.0      178.0    2239.0      134.0      WN   \n",
+       "143421  2013      3    8    2000.0      150.0    2310.0      144.0      B6   \n",
+       "143423  2013      3    8    2000.0      240.0    2126.0      227.0      UA   \n",
+       "143426  2013      3    8    2001.0       71.0    2249.0       43.0      UA   \n",
+       "143428  2013      3    8    2003.0      123.0    2119.0      122.0      B6   \n",
+       "143429  2013      3    8    2003.0       69.0    2248.0       48.0      UA   \n",
+       "143430  2013      3    8    2004.0      244.0    2245.0      225.0      B6   \n",
+       "143431  2013      3    8    2004.0      124.0    2220.0      105.0      DL   \n",
+       "143432  2013      3    8    2006.0       91.0    2156.0       76.0      DL   \n",
+       "143433  2013      3    8    2008.0       93.0    2124.0       94.0      MQ   \n",
+       "143434  2013      3    8    2009.0      135.0    2318.0      129.0      UA   \n",
+       "143435  2013      3    8    2012.0      163.0    2201.0      144.0      EV   \n",
+       "143436  2013      3    8    2013.0      253.0    2301.0      216.0      AA   \n",
+       "143437  2013      3    8    2013.0      256.0    2122.0      242.0      UA   \n",
+       "143438  2013      3    8    2014.0      149.0    2321.0      146.0      AA   \n",
+       "143439  2013      3    8    2017.0      230.0    2258.0      212.0      B6   \n",
+       "143440  2013      3    8    2021.0      125.0    2141.0       96.0      UA   \n",
+       "143442  2013      3    8    2024.0      124.0    2202.0      117.0      AA   \n",
+       "143443  2013      3    8    2024.0       69.0    2356.0       54.0      DL   \n",
+       "143444  2013      3    8    2024.0      139.0    2151.0      121.0      WN   \n",
+       "143446  2013      3    8    2026.0       86.0    2242.0       80.0      9E   \n",
+       "143447  2013      3    8    2026.0      113.0    2300.0       96.0      B6   \n",
+       "143449  2013      3    8    2026.0      121.0    2253.0      124.0      DL   \n",
+       "143450  2013      3    8    2028.0      148.0    2308.0      119.0      B6   \n",
+       "143452  2013      3    8    2030.0      210.0    2202.0      203.0      UA   \n",
+       "143453  2013      3    8    2031.0      354.0    2232.0      360.0      EV   \n",
+       "143454  2013      3    8    2031.0       62.0    2221.0       44.0      EV   \n",
+       "143455  2013      3    8    2031.0       81.0    2145.0       77.0      EV   \n",
+       "143456  2013      3    8    2031.0       86.0    2137.0       69.0      UA   \n",
+       "143457  2013      3    8    2032.0      137.0    2230.0      105.0      DL   \n",
+       "143458  2013      3    8    2033.0      193.0    2308.0      148.0      AA   \n",
+       "143460  2013      3    8    2036.0      307.0    2153.0      300.0      EV   \n",
+       "143462  2013      3    8    2042.0       92.0    2344.0       76.0      B6   \n",
+       "143464  2013      3    8    2043.0      198.0    2333.0      173.0      AA   \n",
+       "143465  2013      3    8    2044.0      169.0    2311.0      143.0      B6   \n",
+       "143466  2013      3    8    2046.0      306.0    2208.0      299.0      EV   \n",
+       "143467  2013      3    8    2048.0       83.0    2321.0       45.0      B6   \n",
+       "143468  2013      3    8    2048.0      258.0    2244.0      237.0      DL   \n",
+       "143470  2013      3    8    2049.0      159.0    2333.0      123.0      AA   \n",
+       "143471  2013      3    8    2049.0      114.0    2333.0       87.0      DL   \n",
+       "143472  2013      3    8    2052.0      137.0    2245.0      121.0      DL   \n",
+       "143474  2013      3    8    2055.0       64.0      14.0       45.0      B6   \n",
+       "143475  2013      3    8    2055.0       89.0    2357.0       84.0      UA   \n",
+       "143478  2013      3    8    2059.0      114.0    2336.0       79.0      UA   \n",
+       "143479  2013      3    8    2100.0      317.0    2249.0      304.0      EV   \n",
+       "143480  2013      3    8    2102.0      127.0    2225.0      102.0      DL   \n",
+       "143483  2013      3    8    2104.0      169.0    2337.0      132.0      AS   \n",
+       "143484  2013      3    8    2104.0      204.0    2345.0      181.0      DL   \n",
+       "143486  2013      3    8    2106.0      246.0      16.0      266.0      AA   \n",
+       "143487  2013      3    8    2106.0      131.0    2309.0      129.0      MQ   \n",
+       "143489  2013      3    8    2108.0      138.0    2243.0      113.0      AA   \n",
+       "143491  2013      3    8    2110.0       75.0       7.0       57.0      AA   \n",
+       "143493  2013      3    8    2116.0      197.0    2348.0      174.0      B6   \n",
+       "143495  2013      3    8    2117.0      197.0    2216.0      181.0      WN   \n",
+       "143498  2013      3    8    2118.0      203.0    2355.0      174.0      UA   \n",
+       "143499  2013      3    8    2120.0      170.0    2259.0      164.0      MQ   \n",
+       "143500  2013      3    8    2122.0       67.0    2242.0       72.0      AA   \n",
+       "143501  2013      3    8    2123.0       68.0    2312.0       33.0      9E   \n",
+       "143503  2013      3    8    2126.0      106.0       7.0       87.0      AA   \n",
+       "143504  2013      3    8    2129.0       79.0      16.0       53.0      UA   \n",
+       "143505  2013      3    8    2130.0      175.0    2320.0      149.0      9E   \n",
+       "143506  2013      3    8    2131.0      251.0      13.0      220.0      UA   \n",
+       "143507  2013      3    8    2132.0      123.0      20.0       93.0      DL   \n",
+       "143508  2013      3    8    2132.0      271.0      15.0      245.0      UA   \n",
+       "143509  2013      3    8    2135.0      100.0    2239.0       74.0      WN   \n",
+       "143512  2013      3    8    2139.0      134.0    2254.0      109.0      WN   \n",
+       "143513  2013      3    8    2140.0       65.0       9.0       38.0      UA   \n",
+       "143514  2013      3    8    2142.0      113.0      41.0       80.0      UA   \n",
+       "143515  2013      3    8    2144.0      149.0    2358.0      110.0      B6   \n",
+       "143516  2013      3    8    2144.0      219.0    2314.0      199.0      MQ   \n",
+       "143517  2013      3    8    2145.0      165.0    2357.0      146.0      DL   \n",
+       "143518  2013      3    8    2145.0      100.0     115.0      105.0      VX   \n",
+       "143519  2013      3    8    2147.0      122.0     124.0      120.0      UA   \n",
+       "143520  2013      3    8    2150.0      160.0      10.0      115.0      AA   \n",
+       "143521  2013      3    8    2150.0       65.0     113.0       76.0      B6   \n",
+       "143522  2013      3    8    2151.0       66.0    2304.0       39.0      AA   \n",
+       "143525  2013      3    8    2154.0      139.0      22.0      103.0      DL   \n",
+       "143526  2013      3    8    2156.0      101.0     220.0       69.0      UA   \n",
+       "143527  2013      3    8    2159.0      149.0    2341.0      113.0      EV   \n",
+       "143528  2013      3    8    2159.0      119.0      38.0       98.0      B6   \n",
+       "143529  2013      3    8    2203.0       64.0    2354.0       34.0      B6   \n",
+       "143530  2013      3    8    2204.0      124.0    2330.0      114.0      EV   \n",
+       "143531  2013      3    8    2204.0       94.0    2321.0       87.0      UA   \n",
+       "143532  2013      3    8    2206.0       66.0    2349.0       52.0      EV   \n",
+       "143534  2013      3    8    2211.0      231.0     118.0      208.0      AA   \n",
+       "143535  2013      3    8    2212.0      393.0       1.0      386.0      UA   \n",
+       "143536  2013      3    8    2213.0       75.0      48.0       49.0      UA   \n",
+       "143537  2013      3    8    2215.0      155.0      49.0      124.0      B6   \n",
+       "143538  2013      3    8    2217.0      113.0     109.0       89.0      B6   \n",
+       "143539  2013      3    8    2217.0      219.0      51.0      227.0      UA   \n",
+       "143540  2013      3    8    2217.0      196.0    2334.0      173.0      UA   \n",
+       "143541  2013      3    8    2218.0      138.0      37.0       98.0      B6   \n",
+       "143542  2013      3    8    2218.0      289.0     103.0      253.0      UA   \n",
+       "143543  2013      3    8    2219.0       64.0      39.0       41.0      B6   \n",
+       "143544  2013      3    8    2221.0      101.0    2342.0      114.0      B6   \n",
+       "143545  2013      3    8    2223.0      137.0     112.0      117.0      UA   \n",
+       "143547  2013      3    8    2230.0      190.0    2346.0      166.0      AA   \n",
+       "143548  2013      3    8    2230.0      209.0     103.0      177.0      UA   \n",
+       "143549  2013      3    8    2238.0       98.0    2351.0       76.0      WN   \n",
+       "143550  2013      3    8    2239.0       99.0       1.0      101.0      MQ   \n",
+       "143551  2013      3    8    2242.0      187.0     116.0      156.0      AA   \n",
+       "143552  2013      3    8    2242.0      312.0     109.0      281.0      DL   \n",
+       "143553  2013      3    8    2248.0      128.0     134.0      111.0      B6   \n",
+       "143554  2013      3    8    2249.0       81.0      56.0       61.0      B6   \n",
+       "143555  2013      3    8    2250.0      170.0      58.0      135.0      DL   \n",
+       "143556  2013      3    8    2251.0       82.0    2350.0       65.0      EV   \n",
+       "143557  2013      3    8    2254.0       69.0    2340.0       54.0      EV   \n",
+       "143558  2013      3    8    2255.0      200.0     126.0      171.0      DL   \n",
+       "143560  2013      3    8    2306.0       81.0      24.0       90.0      UA   \n",
+       "143561  2013      3    8    2308.0      188.0     201.0      153.0      UA   \n",
+       "143562  2013      3    8    2311.0      116.0      21.0      127.0      EV   \n",
+       "143563  2013      3    8    2312.0      107.0      20.0       90.0      MQ   \n",
+       "143564  2013      3    8    2315.0      225.0     154.0      196.0      UA   \n",
+       "143565  2013      3    8    2318.0       83.0     133.0       52.0      B6   \n",
+       "143566  2013      3    8    2320.0      235.0     202.0      199.0      DL   \n",
+       "143567  2013      3    8    2321.0      186.0      58.0      168.0      MQ   \n",
+       "143568  2013      3    8    2329.0      184.0      57.0      177.0      FL   \n",
+       "143569  2013      3    8    2344.0      194.0     148.0      177.0      EV   \n",
+       "143571  2013      3    8    2351.0      191.0      55.0      187.0      B6   \n",
+       "143572  2013      3    8    2353.0      138.0     249.0      119.0      AA   \n",
+       "143573  2013      3    8    2355.0      255.0     109.0      228.0      EV   \n",
+       "143574  2013      3    8    2358.0      133.0     422.0      110.0      B6   \n",
+       "143575  2013      3    8    2359.0       94.0      59.0       77.0      DL   \n",
+       "143838  2013      3    9     727.0       87.0    1010.0       60.0      AA   \n",
+       "143842  2013      3    9     732.0       62.0     855.0       48.0      B6   \n",
+       "143882  2013      3    9     809.0       99.0     943.0       72.0      US   \n",
+       "143906  2013      3    9     835.0       85.0     952.0       62.0      MQ   \n",
+       "143955  2013      3    9     927.0       87.0    1234.0       57.0      UA   \n",
+       "143966  2013      3    9     943.0      223.0    1216.0      207.0      B6   \n",
+       "143989  2013      3    9    1015.0       65.0    1127.0       55.0      B6   \n",
+       "143991  2013      3    9    1019.0       69.0    1149.0       56.0      B6   \n",
+       "144003  2013      3    9    1043.0      133.0    1316.0       97.0      UA   \n",
+       "144006  2013      3    9    1046.0      106.0    1333.0       73.0      AA   \n",
+       "144008  2013      3    9    1048.0      145.0    1307.0       99.0      UA   \n",
+       "144028  2013      3    9    1122.0      102.0    1418.0       88.0      AA   \n",
+       "144040  2013      3    9    1144.0      135.0    1314.0      111.0      EV   \n",
+       "144061  2013      3    9    1158.0       70.0    1306.0       65.0      EV   \n",
+       "144076  2013      3    9    1222.0       67.0    1456.0       32.0      B6   \n",
+       "144093  2013      3    9    1258.0       98.0    1543.0       81.0      B6   \n",
+       "144106  2013      3    9    1321.0      102.0    1556.0       80.0      UA   \n",
+       "144108  2013      3    9    1323.0       83.0    1424.0       81.0      B6   \n",
+       "144114  2013      3    9    1328.0      138.0    1436.0      136.0      B6   \n",
+       "144136  2013      3    9    1402.0       62.0    1544.0       54.0      MQ   \n",
+       "144141  2013      3    9    1412.0       67.0    1527.0       63.0      B6   \n",
+       "144153  2013      3    9    1428.0      163.0    1651.0      172.0      DL   \n",
+       "144165  2013      3    9    1442.0       97.0    1548.0      102.0      EV   \n",
+       "144166  2013      3    9    1444.0       74.0    1728.0       59.0      B6   \n",
+       "144176  2013      3    9    1451.0      122.0    1737.0      118.0      B6   \n",
+       "144211  2013      3    9    1524.0       74.0    1820.0       77.0      B6   \n",
+       "144250  2013      3    9    1600.0       91.0    1709.0       90.0      B6   \n",
+       "144252  2013      3    9    1601.0      322.0    1835.0      262.0      UA   \n",
+       "144271  2013      3    9    1626.0       66.0    1716.0       49.0      EV   \n",
+       "144279  2013      3    9    1633.0       83.0    1815.0       66.0      EV   \n",
+       "144302  2013      3    9    1658.0      119.0    1837.0       86.0      B6   \n",
+       "144315  2013      3    9    1710.0       70.0    1905.0       45.0      MQ   \n",
+       "144320  2013      3    9    1714.0       68.0    1922.0       56.0      UA   \n",
+       "144327  2013      3    9    1721.0      146.0    2030.0      153.0      B6   \n",
+       "144347  2013      3    9    1749.0       79.0    2030.0       40.0      B6   \n",
+       "144349  2013      3    9    1752.0       83.0    2005.0       75.0      9E   \n",
+       "144355  2013      3    9    1800.0       95.0    2050.0       75.0      UA   \n",
+       "144362  2013      3    9    1809.0       93.0    2037.0       89.0      EV   \n",
+       "144364  2013      3    9    1811.0      121.0    1933.0      107.0      UA   \n",
+       "144369  2013      3    9    1814.0       90.0    1934.0       69.0      UA   \n",
+       "144386  2013      3    9    1841.0       72.0    2127.0       38.0      AA   \n",
+       "144392  2013      3    9    1851.0       81.0    2111.0       74.0      F9   \n",
+       "144393  2013      3    9    1852.0      107.0    2120.0       60.0      AA   \n",
+       "144414  2013      3    9    1909.0       69.0    2145.0       36.0      B6   \n",
+       "144434  2013      3    9    1934.0       65.0    2120.0       48.0      US   \n",
+       "144445  2013      3    9    1949.0       74.0    2239.0       52.0      UA   \n",
+       "144487  2013      3    9    2129.0       89.0       3.0       64.0      B6   \n",
+       "144488  2013      3    9    2130.0       70.0    2359.0       41.0      UA   \n",
+       "144494  2013      3    9    2151.0       66.0      35.0       38.0      B6   \n",
+       "144496  2013      3    9    2214.0       79.0     229.0       43.0      B6   \n",
+       "144501  2013      3    9    2243.0       78.0    2346.0       66.0      MQ   \n",
+       "144502  2013      3    9    2244.0       76.0      48.0       53.0      B6   \n",
+       "144507  2013      3    9    2306.0       81.0     203.0       89.0      B6   \n",
+       "144509  2013      3    9    2317.0       82.0     344.0       62.0      B6   \n",
+       "144522  2013      3   10      41.0      221.0     230.0      213.0      EV   \n",
+       "144524  2013      3   10     153.0      180.0     302.0      168.0      B6   \n",
+       "144798  2013      3   10    1107.0      148.0    1253.0      128.0      EV   \n",
+       "144803  2013      3   10    1117.0      207.0    1415.0      210.0      B6   \n",
+       "144817  2013      3   10    1132.0       72.0    1450.0       80.0      AA   \n",
+       "144851  2013      3   10    1214.0      165.0    1323.0      158.0      EV   \n",
+       "144886  2013      3   10    1301.0      130.0    1406.0      112.0      EV   \n",
+       "144944  2013      3   10    1423.0      183.0    1554.0      178.0      EV   \n",
+       "144969  2013      3   10    1449.0      129.0    1703.0      114.0      EV   \n",
+       "144993  2013      3   10    1505.0       70.0    1640.0       80.0      WN   \n",
+       "145001  2013      3   10    1515.0       68.0    1814.0       67.0      UA   \n",
+       "145032  2013      3   10    1545.0      120.0    1825.0      109.0      B6   \n",
+       "145054  2013      3   10    1559.0      151.0    1642.0      138.0      EV   \n",
+       "145086  2013      3   10    1630.0       78.0    1920.0       56.0      UA   \n",
+       "145105  2013      3   10    1653.0      117.0    1901.0      109.0      EV   \n",
+       "145131  2013      3   10    1707.0       62.0    1945.0       34.0      B6   \n",
+       "145134  2013      3   10    1712.0       72.0    1901.0       70.0      B6   \n",
+       "145163  2013      3   10    1737.0       83.0    2025.0       71.0      B6   \n",
+       "145169  2013      3   10    1741.0       66.0    1911.0       61.0      MQ   \n",
+       "145170  2013      3   10    1742.0      133.0    2021.0      102.0      UA   \n",
+       "145171  2013      3   10    1744.0       77.0    2016.0       50.0      B6   \n",
+       "145173  2013      3   10    1751.0       81.0    2036.0       42.0      B6   \n",
+       "145176  2013      3   10    1756.0      141.0    2102.0      132.0      AA   \n",
+       "145182  2013      3   10    1759.0       79.0    1953.0       56.0      9E   \n",
+       "145183  2013      3   10    1801.0      125.0    2044.0       79.0      UA   \n",
+       "145218  2013      3   10    1831.0       71.0    2010.0       55.0      AA   \n",
+       "145224  2013      3   10    1840.0       75.0    1950.0       77.0      EV   \n",
+       "145225  2013      3   10    1840.0      190.0    2125.0      170.0      B6   \n",
+       "145259  2013      3   10    1908.0       98.0    2040.0      111.0      B6   \n",
+       "145266  2013      3   10    1915.0      271.0    2202.0      263.0      B6   \n",
+       "145274  2013      3   10    1924.0       85.0    2219.0       85.0      B6   \n",
+       "145283  2013      3   10    1929.0      179.0    2104.0      207.0      EV   \n",
+       "145292  2013      3   10    1935.0       95.0    2050.0       96.0      B6   \n",
+       "145297  2013      3   10    1940.0      101.0    2154.0      125.0      EV   \n",
+       "145317  2013      3   10    2006.0      111.0    2202.0       86.0      9E   \n",
+       "145323  2013      3   10    2011.0      206.0    2126.0      203.0      EV   \n",
+       "145332  2013      3   10    2021.0      104.0    2210.0       98.0      EV   \n",
+       "145345  2013      3   10    2032.0       72.0    2156.0       56.0      AA   \n",
+       "145352  2013      3   10    2039.0       69.0    2332.0       59.0      UA   \n",
+       "145356  2013      3   10    2044.0       98.0    2226.0      107.0      EV   \n",
+       "145357  2013      3   10    2044.0       89.0    2234.0       84.0      9E   \n",
+       "145367  2013      3   10    2055.0      185.0    2336.0      151.0      UA   \n",
+       "145378  2013      3   10    2111.0       99.0       1.0       71.0      UA   \n",
+       "145383  2013      3   10    2124.0      139.0    2352.0       87.0      AA   \n",
+       "145392  2013      3   10    2137.0       97.0      24.0       76.0      UA   \n",
+       "145395  2013      3   10    2141.0       76.0     109.0       43.0      UA   \n",
+       "145402  2013      3   10    2208.0      148.0      23.0      112.0      9E   \n",
+       "145405  2013      3   10    2209.0       69.0    2301.0       46.0      US   \n",
+       "145408  2013      3   10    2221.0       81.0       1.0       75.0      EV   \n",
+       "145415  2013      3   10    2251.0      112.0     111.0      111.0      B6   \n",
+       "145417  2013      3   10    2311.0       72.0     149.0       53.0      B6   \n",
+       "145418  2013      3   10    2311.0       86.0     151.0       77.0      B6   \n",
+       "145419  2013      3   10    2315.0       85.0     152.0       70.0      B6   \n",
+       "145420  2013      3   10    2326.0      201.0     121.0      188.0      EV   \n",
+       "145421  2013      3   10    2331.0      139.0      36.0      132.0      EV   \n",
+       "145422  2013      3   10    2339.0       99.0      25.0       91.0      EV   \n",
+       "145574  2013      3   11     752.0      142.0    1114.0      167.0      UA   \n",
+       "145586  2013      3   11     800.0      120.0     915.0      100.0      MQ   \n",
+       "145668  2013      3   11     901.0      121.0    1222.0      133.0      DL   \n",
+       "145724  2013      3   11    1007.0       85.0    1207.0       73.0      EV   \n",
+       "145783  2013      3   11    1126.0       87.0    1250.0       81.0      MQ   \n",
+       "145790  2013      3   11    1132.0      108.0    1324.0      106.0      EV   \n",
+       "145803  2013      3   11    1148.0       67.0    1306.0       61.0      EV   \n",
+       "145812  2013      3   11    1156.0       84.0    1322.0       71.0      EV   \n",
+       "145831  2013      3   11    1224.0       74.0    1418.0       63.0      DL   \n",
+       "145988  2013      3   11    1515.0      165.0    1711.0      164.0      EV   \n",
+       "146014  2013      3   11    1540.0       74.0    1825.0       92.0      DL   \n",
+       "146056  2013      3   11    1612.0       94.0    1719.0       84.0      EV   \n",
+       "146087  2013      3   11    1640.0      115.0    1959.0      100.0      DL   \n",
+       "146099  2013      3   11    1653.0       73.0    1848.0       60.0      EV   \n",
+       "146153  2013      3   11    1738.0      123.0    1906.0      111.0      9E   \n",
+       "146163  2013      3   11    1746.0       61.0    1851.0       51.0      EV   \n",
+       "146168  2013      3   11    1751.0      111.0    1954.0       94.0      MQ   \n",
+       "146179  2013      3   11    1802.0       67.0    2104.0       34.0      VX   \n",
+       "146197  2013      3   11    1818.0      128.0    1952.0      114.0      9E   \n",
+       "146217  2013      3   11    1843.0       73.0    2143.0       57.0      B6   \n",
+       "146272  2013      3   11    1928.0       78.0    2048.0       65.0      9E   \n",
+       "146286  2013      3   11    1940.0       80.0    2105.0       70.0      WN   \n",
+       "146302  2013      3   11    1959.0      104.0    2220.0       95.0      DL   \n",
+       "146304  2013      3   11    2004.0       95.0    2226.0      112.0      EV   \n",
+       "146317  2013      3   11    2020.0       81.0    2128.0       61.0      9E   \n",
+       "146328  2013      3   11    2031.0       91.0    2303.0       92.0      DL   \n",
+       "146329  2013      3   11    2031.0       62.0    2337.0       50.0      DL   \n",
+       "146333  2013      3   11    2034.0      189.0    2155.0      180.0      MQ   \n",
+       "146345  2013      3   11    2048.0       93.0    2215.0       65.0      9E   \n",
+       "146346  2013      3   11    2049.0       74.0    2158.0       62.0      9E   \n",
+       "146349  2013      3   11    2051.0       66.0    2227.0       47.0      EV   \n",
+       "146361  2013      3   11    2101.0      121.0    2307.0      105.0      9E   \n",
+       "146368  2013      3   11    2123.0       88.0    2245.0       74.0      9E   \n",
+       "146375  2013      3   11    2141.0      160.0    2249.0      148.0      EV   \n",
+       "146380  2013      3   11    2151.0       73.0    2350.0       73.0      EV   \n",
+       "146386  2013      3   11    2210.0       65.0    2359.0       60.0      EV   \n",
+       "146387  2013      3   11    2213.0       73.0    2325.0       65.0      MQ   \n",
+       "146392  2013      3   11    2230.0       90.0      15.0       85.0      MQ   \n",
+       "146393  2013      3   11    2233.0       65.0      48.0       34.0      B6   \n",
+       "146399  2013      3   11    2252.0      112.0      45.0      119.0      EV   \n",
+       "146404  2013      3   11    2308.0       69.0     208.0       72.0      B6   \n",
+       "146409  2013      3   12       2.0      242.0     333.0      273.0      B6   \n",
+       "146410  2013      3   12       5.0      225.0     312.0      225.0      B6   \n",
+       "146411  2013      3   12       8.0      189.0     238.0      198.0      B6   \n",
+       "146412  2013      3   12      12.0       87.0     120.0       86.0      B6   \n",
+       "146413  2013      3   12      18.0      143.0     318.0      150.0      B6   \n",
+       "146414  2013      3   12      19.0      394.0     200.0      391.0      B6   \n",
+       "146415  2013      3   12      20.0       90.0     131.0       86.0      B6   \n",
+       "146416  2013      3   12      25.0      100.0     136.0      100.0      B6   \n",
+       "146417  2013      3   12      27.0      167.0     141.0      156.0      B6   \n",
+       "146418  2013      3   12      31.0      173.0     348.0      199.0      B6   \n",
+       "146419  2013      3   12      36.0      221.0     134.0      194.0      WN   \n",
+       "146420  2013      3   12     133.0      383.0     424.0      356.0      B6   \n",
+       "146586  2013      3   12     806.0       66.0    1117.0       87.0      WN   \n",
+       "146602  2013      3   12     819.0       84.0     930.0       77.0      B6   \n",
+       "146715  2013      3   12    1012.0      222.0    1220.0      215.0      EV   \n",
+       "146766  2013      3   12    1128.0      118.0       NaN        NaN      9E   \n",
+       "146777  2013      3   12    1143.0       83.0    1438.0       68.0      AA   \n",
+       "146854  2013      3   12    1336.0       91.0    1439.0       85.0      EV   \n",
+       "146861  2013      3   12    1343.0       63.0    1659.0       64.0      AA   \n",
+       "146907  2013      3   12    1452.0      172.0    1558.0      164.0      EV   \n",
+       "146931  2013      3   12    1511.0      206.0    1816.0      205.0      DL   \n",
+       "146933  2013      3   12    1516.0       87.0    1618.0       81.0      EV   \n",
+       "146942  2013      3   12    1525.0      170.0    1903.0        NaN      WN   \n",
+       "146968  2013      3   12    1547.0       72.0    1938.0      114.0      B6   \n",
+       "146970  2013      3   12    1550.0       80.0    1748.0       85.0      EV   \n",
+       "146979  2013      3   12    1602.0       77.0    1950.0      126.0      B6   \n",
+       "146980  2013      3   12    1603.0       93.0    1737.0      103.0      EV   \n",
+       "146984  2013      3   12    1605.0       79.0    1932.0      108.0      UA   \n",
+       "146989  2013      3   12    1607.0       67.0    1803.0      115.0      US   \n",
+       "146993  2013      3   12    1611.0       66.0    1816.0       96.0      9E   \n",
+       "146996  2013      3   12    1614.0       74.0    1828.0       62.0      UA   \n",
+       "147010  2013      3   12    1632.0       63.0    1757.0       64.0      EV   \n",
+       "147011  2013      3   12    1632.0       97.0    2051.0      146.0      AA   \n",
+       "147021  2013      3   12    1647.0      142.0    2028.0      158.0      UA   \n",
+       "147024  2013      3   12    1650.0       65.0    1913.0       70.0      DL   \n",
+       "147031  2013      3   12    1709.0       66.0    1816.0       60.0      EV   \n",
+       "147039  2013      3   12    1717.0       69.0    1945.0       90.0      9E   \n",
+       "147040  2013      3   12    1719.0       64.0    1920.0       68.0      EV   \n",
+       "147041  2013      3   12    1719.0       79.0    1922.0       94.0      9E   \n",
+       "147051  2013      3   12    1731.0       71.0    1853.0       63.0      MQ   \n",
+       "147055  2013      3   12    1733.0       88.0    1906.0       76.0      MQ   \n",
+       "147056  2013      3   12    1736.0      121.0    1928.0      133.0      9E   \n",
+       "147057  2013      3   12    1736.0      117.0    1902.0       87.0      UA   \n",
+       "147058  2013      3   12    1737.0       67.0    1845.0       68.0      EV   \n",
+       "147059  2013      3   12    1737.0      107.0    2145.0      115.0      AA   \n",
+       "147071  2013      3   12    1756.0       86.0    2014.0       85.0      FL   \n",
+       "147073  2013      3   12    1802.0       62.0    2026.0       62.0      DL   \n",
+       "147074  2013      3   12    1803.0      125.0    1930.0      122.0      B6   \n",
+       "147077  2013      3   12    1807.0       67.0    2037.0       64.0      DL   \n",
+       "147079  2013      3   12    1809.0      124.0    1935.0      105.0      EV   \n",
+       "147081  2013      3   12    1812.0       88.0    2129.0      103.0      B6   \n",
+       "147082  2013      3   12    1813.0       68.0    2124.0       74.0      AA   \n",
+       "147085  2013      3   12    1814.0      134.0    2046.0      128.0      DL   \n",
+       "147087  2013      3   12    1817.0      213.0    2105.0      206.0      B6   \n",
+       "147089  2013      3   12    1819.0      139.0    1945.0      126.0      UA   \n",
+       "147093  2013      3   12    1822.0       97.0    2019.0       89.0      DL   \n",
+       "147096  2013      3   12    1826.0       61.0    1943.0       68.0      EV   \n",
+       "147097  2013      3   12    1826.0      146.0    2017.0      102.0      9E   \n",
+       "147100  2013      3   12    1827.0       77.0    2040.0       88.0      US   \n",
+       "147107  2013      3   12    1832.0      138.0    2144.0      150.0      B6   \n",
+       "147108  2013      3   12    1835.0       66.0    2134.0       37.0      UA   \n",
+       "147109  2013      3   12    1835.0       95.0    1956.0       77.0      UA   \n",
+       "147110  2013      3   12    1837.0      127.0    2036.0      109.0      DL   \n",
+       "147111  2013      3   12    1838.0      188.0    2159.0      169.0      AA   \n",
+       "147112  2013      3   12    1838.0       63.0    2028.0       46.0      DL   \n",
+       "147113  2013      3   12    1839.0      176.0    1955.0      165.0      9E   \n",
+       "147114  2013      3   12    1842.0       62.0    2120.0       36.0      DL   \n",
+       "147115  2013      3   12    1843.0       65.0    2114.0       70.0      FL   \n",
+       "147116  2013      3   12    1843.0       83.0    2158.0       78.0      AA   \n",
+       "147117  2013      3   12    1843.0       63.0    1955.0       40.0      WN   \n",
+       "147118  2013      3   12    1844.0      149.0    2035.0      123.0      DL   \n",
+       "147119  2013      3   12    1844.0       89.0    2150.0       86.0      DL   \n",
+       "147121  2013      3   12    1849.0      114.0    2026.0       86.0      WN   \n",
+       "147122  2013      3   12    1849.0       77.0    2135.0       42.0      UA   \n",
+       "147132  2013      3   12    1856.0       87.0    2023.0       91.0      UA   \n",
+       "147133  2013      3   12    1856.0      116.0    2009.0      112.0      US   \n",
+       "147134  2013      3   12    1857.0       87.0    2201.0       93.0      DL   \n",
+       "147136  2013      3   12    1858.0      138.0    2104.0      127.0      9E   \n",
+       "147137  2013      3   12    1858.0       98.0    2037.0       92.0      MQ   \n",
+       "147139  2013      3   12    1859.0       74.0    2214.0       54.0      AA   \n",
+       "147140  2013      3   12    1901.0      111.0    2203.0      103.0      UA   \n",
+       "147145  2013      3   12    1907.0       74.0    2151.0       67.0      B6   \n",
+       "147147  2013      3   12    1911.0       76.0    2215.0       87.0      B6   \n",
+       "147148  2013      3   12    1911.0       71.0    2139.0       64.0      DL   \n",
+       "147149  2013      3   12    1916.0       96.0    2049.0       84.0      WN   \n",
+       "147150  2013      3   12    1916.0       71.0    2029.0       47.0      UA   \n",
+       "147151  2013      3   12    1917.0       77.0    2022.0       69.0      US   \n",
+       "147156  2013      3   12    1921.0      201.0    2120.0      180.0      MQ   \n",
+       "147159  2013      3   12    1924.0      115.0    2107.0       92.0      EV   \n",
+       "147165  2013      3   12    1930.0      121.0    2136.0      119.0      EV   \n",
+       "147166  2013      3   12    1930.0       85.0    2115.0       80.0      MQ   \n",
+       "147167  2013      3   12    1931.0      121.0    2124.0       87.0      F9   \n",
+       "147172  2013      3   12    1937.0      187.0    2142.0      189.0      B6   \n",
+       "147173  2013      3   12    1943.0      163.0    2213.0      143.0      AA   \n",
+       "147177  2013      3   12    1951.0      176.0    2250.0      140.0      VX   \n",
+       "147178  2013      3   12    1952.0      112.0    2059.0      105.0      B6   \n",
+       "147181  2013      3   12    1954.0       89.0    2207.0       72.0      WN   \n",
+       "147186  2013      3   12    1957.0      124.0    2300.0      115.0      UA   \n",
+       "147189  2013      3   12    2003.0      173.0    2312.0      177.0      AA   \n",
+       "147191  2013      3   12    2004.0      199.0    2231.0      194.0      EV   \n",
+       "147195  2013      3   12    2008.0       73.0    2200.0       60.0      MQ   \n",
+       "147198  2013      3   12    2010.0       80.0    2142.0       52.0      AA   \n",
+       "147200  2013      3   12    2012.0       73.0    2244.0       79.0      FL   \n",
+       "147204  2013      3   12    2015.0      203.0    2144.0      218.0      B6   \n",
+       "147209  2013      3   12    2020.0      110.0    2323.0       78.0      AA   \n",
+       "147215  2013      3   12    2029.0       80.0    2138.0       76.0      EV   \n",
+       "147216  2013      3   12    2030.0       73.0       NaN        NaN      UA   \n",
+       "147221  2013      3   12    2036.0       95.0    2206.0      105.0      EV   \n",
+       "147222  2013      3   12    2036.0      106.0    2247.0       92.0      9E   \n",
+       "147223  2013      3   12    2036.0      116.0    2150.0       90.0      MQ   \n",
+       "147226  2013      3   12    2038.0       93.0    2206.0       88.0      EV   \n",
+       "147227  2013      3   12    2038.0       98.0    2354.0       88.0      DL   \n",
+       "147231  2013      3   12    2044.0      119.0    2224.0      114.0      MQ   \n",
+       "147232  2013      3   12    2045.0       65.0    2350.0       70.0      AA   \n",
+       "147235  2013      3   12    2051.0       91.0    2205.0       65.0      AA   \n",
+       "147236  2013      3   12    2052.0      178.0    2158.0      144.0      UA   \n",
+       "147238  2013      3   12    2055.0      140.0    2229.0      105.0      DL   \n",
+       "147239  2013      3   12    2056.0      156.0    2219.0      144.0      WN   \n",
+       "147240  2013      3   12    2058.0      108.0      27.0      132.0      AA   \n",
+       "147241  2013      3   12    2058.0      168.0    2247.0      182.0      MQ   \n",
+       "147243  2013      3   12    2102.0      112.0    2237.0      102.0      MQ   \n",
+       "147247  2013      3   12    2105.0      247.0      39.0      272.0      B6   \n",
+       "147249  2013      3   12    2115.0      140.0    2257.0      134.0      DL   \n",
+       "147250  2013      3   12    2115.0      100.0      13.0       91.0      DL   \n",
+       "147251  2013      3   12    2115.0       75.0    2227.0       48.0      UA   \n",
+       "147252  2013      3   12    2117.0      251.0      26.0      250.0      B6   \n",
+       "147253  2013      3   12    2117.0      150.0      10.0      111.0      UA   \n",
+       "147254  2013      3   12    2120.0      135.0    2224.0       99.0      WN   \n",
+       "147255  2013      3   12    2123.0      204.0      15.0      201.0      B6   \n",
+       "147256  2013      3   12    2124.0       84.0    2307.0       77.0      EV   \n",
+       "147260  2013      3   12    2125.0       80.0    2339.0       86.0      EV   \n",
+       "147262  2013      3   12    2127.0      117.0    2303.0      118.0      EV   \n",
+       "147263  2013      3   12    2128.0       92.0    2248.0       93.0      EV   \n",
+       "147266  2013      3   12    2136.0      121.0      43.0      128.0      DL   \n",
+       "147267  2013      3   12    2137.0       92.0    2352.0       94.0      EV   \n",
+       "147268  2013      3   12    2137.0      128.0      53.0      126.0      DL   \n",
+       "147270  2013      3   12    2145.0      125.0    2306.0      105.0      EV   \n",
+       "147272  2013      3   12    2148.0      108.0      42.0      103.0      B6   \n",
+       "147275  2013      3   12    2150.0       70.0    2253.0       65.0      B6   \n",
+       "147276  2013      3   12    2151.0      126.0    2332.0      112.0      EV   \n",
+       "147278  2013      3   12    2158.0      143.0      37.0      117.0      AA   \n",
+       "147281  2013      3   12    2203.0      183.0    2258.0      150.0      9E   \n",
+       "147282  2013      3   12    2207.0       97.0    2341.0       97.0      FL   \n",
+       "147283  2013      3   12    2211.0      241.0    2350.0      247.0      9E   \n",
+       "147285  2013      3   12    2213.0       97.0      10.0       72.0      EV   \n",
+       "147286  2013      3   12    2219.0       79.0    2327.0       72.0      US   \n",
+       "147287  2013      3   12    2220.0      165.0    2318.0      142.0      9E   \n",
+       "147288  2013      3   12    2222.0      202.0      58.0      216.0      9E   \n",
+       "147291  2013      3   12    2225.0      121.0     144.0      124.0      B6   \n",
+       "147292  2013      3   12    2228.0      173.0     124.0      165.0      DL   \n",
+       "147293  2013      3   12    2229.0       74.0    2326.0       72.0      EV   \n",
+       "147294  2013      3   12    2229.0       84.0      19.0       80.0      EV   \n",
+       "147295  2013      3   12    2229.0      109.0     153.0      130.0      B6   \n",
+       "147296  2013      3   12    2233.0       93.0    2331.0       71.0      MQ   \n",
+       "147297  2013      3   12    2236.0       67.0    2335.0       50.0      EV   \n",
+       "147298  2013      3   12    2238.0       98.0      29.0       92.0      EV   \n",
+       "147299  2013      3   12    2240.0       95.0    2353.0       96.0      EV   \n",
+       "147300  2013      3   12    2243.0      133.0      44.0      113.0      EV   \n",
+       "147301  2013      3   12    2257.0       72.0     237.0       65.0      B6   \n",
+       "147302  2013      3   12    2258.0       73.0     208.0       94.0      B6   \n",
+       "147303  2013      3   12    2304.0      139.0     218.0      141.0      B6   \n",
+       "147304  2013      3   12    2305.0       90.0     157.0       67.0      AA   \n",
+       "147305  2013      3   12    2313.0       79.0      13.0       80.0      EV   \n",
+       "147307  2013      3   12    2321.0      141.0     233.0      167.0      B6   \n",
+       "147312  2013      3   12    2357.0       64.0     108.0       54.0      B6   \n",
+       "147314  2013      3   12    2359.0      164.0     240.0      162.0      B6   \n",
+       "147375  2013      3   13     103.0       68.0     457.0       77.0      B6   \n",
+       "147537  2013      3   13     806.0       71.0     921.0       68.0      B6   \n",
+       "147556  2013      3   13     822.0       82.0    1130.0      100.0      WN   \n",
+       "147632  2013      3   13     936.0      116.0    1152.0      124.0      EV   \n",
+       "147674  2013      3   13    1027.0       88.0    1228.0       77.0      EV   \n",
+       "147683  2013      3   13    1042.0      102.0    1248.0       88.0      EV   \n",
+       "147709  2013      3   13    1116.0       75.0    1229.0       60.0      EV   \n",
+       "147717  2013      3   13    1123.0      118.0    1236.0      109.0      B6   \n",
+       "147720  2013      3   13    1127.0       77.0    1235.0       70.0      B6   \n",
+       "147768  2013      3   13    1229.0       89.0    1342.0       87.0      MQ   \n",
+       "147769  2013      3   13    1231.0      110.0    1347.0      102.0      EV   \n",
+       "147826  2013      3   13    1338.0       93.0    1644.0      111.0      B6   \n",
+       "147860  2013      3   13    1425.0       75.0    1607.0       80.0      EV   \n",
+       "147909  2013      3   13    1504.0       74.0    1704.0       79.0      MQ   \n",
+       "147914  2013      3   13    1507.0      102.0    1657.0      112.0      MQ   \n",
+       "147925  2013      3   13    1524.0       69.0    1719.0       72.0      EV   \n",
+       "148003  2013      3   13    1621.0       85.0    1721.0       78.0      EV   \n",
+       "148048  2013      3   13    1659.0       89.0    2026.0       76.0      AA   \n",
+       "148055  2013      3   13    1702.0      112.0    1907.0       82.0      MQ   \n",
+       "148086  2013      3   13    1733.0      143.0    1942.0      152.0      MQ   \n",
+       "148089  2013      3   13    1734.0       79.0    1917.0       45.0      DL   \n",
+       "148093  2013      3   13    1738.0       98.0    1952.0       84.0      EV   \n",
+       "148106  2013      3   13    1750.0      105.0    1930.0      100.0      MQ   \n",
+       "148134  2013      3   13    1821.0       78.0    1923.0       54.0      B6   \n",
+       "148151  2013      3   13    1838.0       73.0    1941.0       66.0      EV   \n",
+       "148184  2013      3   13    1908.0       63.0    2038.0       53.0      9E   \n",
+       "148192  2013      3   13    1918.0      126.0    2022.0      114.0      EV   \n",
+       "148224  2013      3   13    1948.0       79.0    2144.0       59.0      EV   \n",
+       "148235  2013      3   13    1957.0      212.0    2225.0      210.0      MQ   \n",
+       "148254  2013      3   13    2016.0      107.0    2211.0       97.0      EV   \n",
+       "148273  2013      3   13    2044.0       94.0    2358.0       90.0      B6   \n",
+       "148281  2013      3   13    2050.0      110.0    2355.0       59.0      DL   \n",
+       "148283  2013      3   13    2051.0       68.0    2150.0       57.0      EV   \n",
+       "148296  2013      3   13    2108.0       63.0    2308.0       55.0      EV   \n",
+       "148301  2013      3   13    2120.0      107.0    2334.0       93.0      EV   \n",
+       "148306  2013      3   13    2126.0      237.0      49.0      240.0      AA   \n",
+       "148310  2013      3   13    2139.0       99.0      33.0       94.0      B6   \n",
+       "148315  2013      3   13    2148.0       78.0    2246.0       56.0      WN   \n",
+       "148324  2013      3   13    2209.0       74.0    2352.0       62.0      MQ   \n",
+       "148329  2013      3   13    2232.0      107.0    2337.0       72.0      AA   \n",
+       "148330  2013      3   13    2237.0       97.0      17.0       80.0      EV   \n",
+       "148337  2013      3   13    2315.0      106.0      20.0       95.0      EV   \n",
+       "148338  2013      3   13    2326.0      151.0      22.0      122.0      WN   \n",
+       "148607  2013      3   14     925.0       93.0    1126.0      103.0      EV   \n",
+       "148610  2013      3   14     926.0      206.0    1109.0      184.0      EV   \n",
+       "148661  2013      3   14    1033.0      143.0    1330.0      127.0      DL   \n",
+       "148662  2013      3   14    1033.0       64.0    1234.0       12.0      UA   \n",
+       "148740  2013      3   14    1209.0       94.0    1422.0       99.0      EV   \n",
+       "148743  2013      3   14    1217.0       81.0    1323.0       68.0      EV   \n",
+       "148776  2013      3   14    1258.0       81.0    1430.0       77.0      EV   \n",
+       "148778  2013      3   14    1258.0       61.0    1541.0       51.0      B6   \n",
+       "148797  2013      3   14    1329.0       80.0    1433.0       75.0      EV   \n",
+       "148813  2013      3   14    1346.0      406.0    1503.0      384.0      UA   \n",
+       "148835  2013      3   14    1416.0       61.0    1611.0       42.0      EV   \n",
+       "148849  2013      3   14    1434.0      109.0    1711.0       81.0      AA   \n",
+       "148883  2013      3   14    1459.0       70.0    1614.0       77.0      EV   \n",
+       "148937  2013      3   14    1553.0      114.0    1812.0      132.0      EV   \n",
+       "148942  2013      3   14    1554.0      124.0    1746.0      109.0      EV   \n",
+       "148972  2013      3   14    1621.0       76.0    1806.0       62.0      EV   \n",
+       "148977  2013      3   14    1626.0       90.0    1732.0       89.0      EV   \n",
+       "149024  2013      3   14    1704.0       64.0    2023.0       58.0      AA   \n",
+       "149027  2013      3   14    1707.0       74.0    1912.0       64.0      EV   \n",
+       "149033  2013      3   14    1715.0       72.0    1818.0       62.0      EV   \n",
+       "149040  2013      3   14    1719.0       64.0    1930.0       58.0      DL   \n",
+       "149054  2013      3   14    1731.0      128.0    1842.0      126.0      EV   \n",
+       "149057  2013      3   14    1735.0       95.0    1937.0       69.0      EV   \n",
+       "149058  2013      3   14    1735.0       98.0    1933.0       99.0      9E   \n",
+       "149067  2013      3   14    1747.0      124.0    1952.0      127.0      EV   \n",
+       "149075  2013      3   14    1756.0       64.0    1911.0       65.0      B6   \n",
+       "149078  2013      3   14    1757.0       71.0    1912.0       47.0      UA   \n",
+       "149087  2013      3   14    1802.0      117.0    2112.0      108.0      DL   \n",
+       "149096  2013      3   14    1815.0       72.0    1938.0       46.0      EV   \n",
+       "149100  2013      3   14    1817.0       89.0    1929.0       83.0      EV   \n",
+       "149105  2013      3   14    1823.0       83.0    2034.0       70.0      DL   \n",
+       "149119  2013      3   14    1836.0      141.0    2042.0      126.0      EV   \n",
+       "149121  2013      3   14    1837.0      123.0    2056.0       90.0      UA   \n",
+       "149126  2013      3   14    1845.0      280.0    2026.0      293.0      EV   \n",
+       "149152  2013      3   14    1901.0      116.0    2148.0       98.0      AA   \n",
+       "149158  2013      3   14    1908.0       73.0    2155.0       67.0      B6   \n",
+       "149174  2013      3   14    1917.0       67.0    2116.0       46.0      9E   \n",
+       "149180  2013      3   14    1923.0       68.0    2132.0       56.0      9E   \n",
+       "149191  2013      3   14    1934.0      114.0    2113.0      108.0      WN   \n",
+       "149200  2013      3   14    1948.0       79.0    2150.0       76.0      EV   \n",
+       "149204  2013      3   14    1954.0      125.0    2141.0      122.0      EV   \n",
+       "149218  2013      3   14    2010.0       69.0    2134.0       53.0      UA   \n",
+       "149233  2013      3   14    2024.0       74.0    2254.0       39.0      AA   \n",
+       "149237  2013      3   14    2029.0      239.0    2241.0      234.0      DL   \n",
+       "149238  2013      3   14    2030.0       61.0    2231.0       54.0      EV   \n",
+       "149239  2013      3   14    2030.0       74.0    2339.0       92.0      UA   \n",
+       "149240  2013      3   14    2031.0       61.0    2226.0       40.0      9E   \n",
+       "149256  2013      3   14    2046.0       63.0    2214.0       81.0      EV   \n",
+       "149258  2013      3   14    2047.0       78.0    2253.0       83.0      EV   \n",
+       "149261  2013      3   14    2052.0       72.0    2224.0       59.0      MQ   \n",
+       "149268  2013      3   14    2103.0       63.0    2356.0       56.0      B6   \n",
+       "149270  2013      3   14    2104.0      215.0       3.0      194.0      AA   \n",
+       "149271  2013      3   14    2108.0       99.0       7.0       80.0      DL   \n",
+       "149276  2013      3   14    2117.0       62.0    2323.0       73.0      MQ   \n",
+       "149281  2013      3   14    2123.0       84.0    2318.0       94.0      MQ   \n",
+       "149285  2013      3   14    2130.0      117.0    2347.0      106.0      EV   \n",
+       "149287  2013      3   14    2138.0      102.0    2257.0      102.0      EV   \n",
+       "149289  2013      3   14    2140.0       80.0      48.0       81.0      B6   \n",
+       "149299  2013      3   14    2203.0      118.0    2304.0      115.0      EV   \n",
+       "149300  2013      3   14    2211.0      126.0      11.0      118.0      EV   \n",
+       "149307  2013      3   14    2231.0      113.0      18.0      101.0      EV   \n",
+       "149309  2013      3   14    2237.0       97.0      14.0       77.0      EV   \n",
+       "149312  2013      3   14    2241.0       61.0    2335.0       46.0      UA   \n",
+       "149314  2013      3   14    2247.0       79.0     123.0       69.0      B6   \n",
+       "149315  2013      3   14    2248.0       79.0    2350.0       79.0      EV   \n",
+       "149318  2013      3   14    2253.0       98.0    2357.0      103.0      EV   \n",
+       "149319  2013      3   14    2253.0       63.0     154.0       72.0      B6   \n",
+       "149320  2013      3   14    2302.0      233.0      12.0      230.0      EV   \n",
+       "149321  2013      3   14    2304.0       79.0     253.0       81.0      B6   \n",
+       "149324  2013      3   14    2322.0      102.0      49.0      104.0      B6   \n",
+       "149328  2013      3   14    2353.0       68.0     100.0       66.0      B6   \n",
+       "149332  2013      3   15      46.0      171.0     318.0      150.0      B6   \n",
+       "149542  2013      3   15     851.0      141.0    1045.0      120.0      EV   \n",
+       "149543  2013      3   15     851.0      141.0    1030.0      150.0      EV   \n",
+       "149569  2013      3   15     904.0       73.0    1059.0       60.0      EV   \n",
+       "149570  2013      3   15     906.0      151.0    1011.0      136.0      UA   \n",
+       "149592  2013      3   15     932.0       62.0    1055.0       40.0      AA   \n",
+       "149649  2013      3   15    1051.0      136.0    1323.0       93.0      AA   \n",
+       "149653  2013      3   15    1056.0      116.0    1305.0      105.0      EV   \n",
+       "149713  2013      3   15    1203.0       82.0    1339.0       94.0      EV   \n",
+       "149731  2013      3   15    1242.0       65.0    1411.0       58.0      EV   \n",
+       "149741  2013      3   15    1252.0      368.0    1512.0      380.0      EV   \n",
+       "149753  2013      3   15    1307.0      157.0    1637.0      162.0      AA   \n",
+       "149783  2013      3   15    1351.0      147.0    1442.0      138.0      EV   \n",
+       "149794  2013      3   15    1401.0       71.0    1705.0       75.0      B6   \n",
+       "149802  2013      3   15    1417.0       77.0    1518.0       74.0      EV   \n",
+       "149818  2013      3   15    1438.0       83.0    1627.0       58.0      EV   \n",
+       "149845  2013      3   15    1458.0       63.0    1620.0       67.0      EV   \n",
+       "149850  2013      3   15    1459.0       90.0    1726.0      113.0      EV   \n",
+       "149860  2013      3   15    1504.0      181.0    1735.0      156.0      UA   \n",
+       "149867  2013      3   15    1512.0       87.0    1748.0       72.0      B6   \n",
+       "149869  2013      3   15    1514.0      124.0    1656.0      129.0      EV   \n",
+       "149890  2013      3   15    1530.0       90.0    1746.0       75.0      B6   \n",
+       "149908  2013      3   15    1545.0       70.0    1837.0       53.0      B6   \n",
+       "149911  2013      3   15    1547.0       70.0    1747.0       75.0      EV   \n",
+       "149917  2013      3   15    1556.0      126.0    1750.0      113.0      EV   \n",
+       "149933  2013      3   15    1604.0      155.0    1815.0      153.0      EV   \n",
+       "149976  2013      3   15    1642.0      113.0    1812.0      107.0      EV   \n",
+       "149986  2013      3   15    1653.0      204.0    1742.0      190.0      EV   \n",
+       "150001  2013      3   15    1707.0      122.0    1855.0      111.0      EV   \n",
+       "150002  2013      3   15    1708.0       85.0    1912.0       87.0      EV   \n",
+       "150024  2013      3   15    1725.0      100.0    2029.0       82.0      DL   \n",
+       "150039  2013      3   15    1739.0       99.0    1951.0       83.0      EV   \n",
+       "150051  2013      3   15    1754.0      151.0    1909.0      153.0      EV   \n",
+       "150052  2013      3   15    1754.0       70.0    2014.0       28.0      B6   \n",
+       "150072  2013      3   15    1808.0       97.0    1957.0       83.0      EV   \n",
+       "150078  2013      3   15    1814.0       74.0    2102.0       67.0      AA   \n",
+       "150093  2013      3   15    1829.0       86.0    1944.0       75.0      B6   \n",
+       "150098  2013      3   15    1833.0       64.0    2045.0       70.0      EV   \n",
+       "150105  2013      3   15    1842.0      103.0    1958.0       97.0      EV   \n",
+       "150108  2013      3   15    1847.0      132.0    2036.0      146.0      MQ   \n",
+       "150135  2013      3   15    1912.0       87.0    2247.0       87.0      AA   \n",
+       "150136  2013      3   15    1912.0      112.0    2150.0       70.0      AA   \n",
+       "150174  2013      3   15    1947.0       78.0    2232.0      107.0      EV   \n",
+       "150176  2013      3   15    1948.0      108.0    2233.0       84.0      B6   \n",
+       "150188  2013      3   15    2002.0      187.0    2256.0      159.0      DL   \n",
+       "150198  2013      3   15    2012.0      180.0    2138.0      190.0      EV   \n",
+       "150202  2013      3   15    2016.0       71.0    2144.0       66.0      EV   \n",
+       "150212  2013      3   15    2021.0       87.0    2248.0       48.0      UA   \n",
+       "150220  2013      3   15    2032.0      209.0    2222.0      210.0      EV   \n",
+       "150228  2013      3   15    2045.0      176.0    2225.0      166.0      EV   \n",
+       "150229  2013      3   15    2046.0      101.0    2252.0       98.0      EV   \n",
+       "150232  2013      3   15    2047.0       62.0    2150.0       57.0      EV   \n",
+       "150233  2013      3   15    2047.0      106.0    2202.0      101.0      EV   \n",
+       "150252  2013      3   15    2104.0      115.0    2216.0      114.0      EV   \n",
+       "150253  2013      3   15    2104.0       64.0    2357.0       72.0      EV   \n",
+       "150254  2013      3   15    2108.0       99.0    2257.0       87.0      EV   \n",
+       "150256  2013      3   15    2114.0      133.0    2245.0      124.0      UA   \n",
+       "150269  2013      3   15    2143.0      148.0    2324.0      134.0      9E   \n",
+       "150271  2013      3   15    2145.0       67.0    2334.0       57.0      EV   \n",
+       "150273  2013      3   15    2159.0      119.0    2339.0      123.0      EV   \n",
+       "150274  2013      3   15    2159.0       99.0      38.0       71.0      B6   \n",
+       "150278  2013      3   15    2207.0       91.0      30.0       92.0      EV   \n",
+       "150282  2013      3   15    2217.0       97.0    2323.0       95.0      B6   \n",
+       "150287  2013      3   15    2224.0       84.0      14.0       77.0      EV   \n",
+       "150288  2013      3   15    2225.0       80.0       2.0       63.0      EV   \n",
+       "150291  2013      3   15    2240.0      220.0      51.0      226.0      EV   \n",
+       "150299  2013      3   15    2353.0      148.0      52.0      134.0      EV   \n",
+       "150311  2013      3   16      57.0      132.0     201.0      125.0      B6   \n",
+       "150445  2013      3   16     815.0       66.0    1104.0       55.0      B6   \n",
+       "150475  2013      3   16     845.0       76.0    1126.0      117.0      EV   \n",
+       "150526  2013      3   16     937.0      152.0    1256.0      166.0      DL   \n",
+       "150537  2013      3   16     953.0       83.0    1319.0      102.0      UA   \n",
+       "150568  2013      3   16    1044.0      104.0    1322.0       62.0      AA   \n",
+       "150580  2013      3   16    1108.0      128.0    1313.0      120.0      DL   \n",
+       "150588  2013      3   16    1114.0       69.0    1350.0       48.0      UA   \n",
+       "150605  2013      3   16    1140.0       85.0    1427.0       62.0      EV   \n",
+       "150705  2013      3   16    1411.0       66.0    1534.0       70.0      B6   \n",
+       "150710  2013      3   16    1420.0      121.0    1526.0      119.0      EV   \n",
+       "150715  2013      3   16    1426.0       68.0    1746.0       83.0      B6   \n",
+       "150735  2013      3   16    1454.0      127.0    1732.0      136.0      EV   \n",
+       "150798  2013      3   16    1554.0       84.0    1826.0       87.0      B6   \n",
+       "150823  2013      3   16    1616.0      109.0    1815.0      111.0      EV   \n",
+       "150826  2013      3   16    1620.0      105.0    1913.0       89.0      B6   \n",
+       "150832  2013      3   16    1625.0       65.0    1742.0       75.0      EV   \n",
+       "150833  2013      3   16    1625.0      112.0    1847.0      126.0      DL   \n",
+       "150846  2013      3   16    1646.0       76.0    1834.0       69.0      AA   \n",
+       "150863  2013      3   16    1704.0       89.0    1947.0      101.0      9E   \n",
+       "150892  2013      3   16    1732.0       90.0    1841.0       84.0      EV   \n",
+       "150894  2013      3   16    1734.0      170.0    2032.0      173.0      B6   \n",
+       "150901  2013      3   16    1744.0       69.0    2032.0       91.0      US   \n",
+       "150906  2013      3   16    1757.0       82.0    2109.0      102.0      UA   \n",
+       "150912  2013      3   16    1802.0       62.0    1943.0       81.0      EV   \n",
+       "150914  2013      3   16    1803.0       87.0    2117.0      109.0      UA   \n",
+       "150915  2013      3   16    1804.0      204.0    2118.0      207.0      DL   \n",
+       "150917  2013      3   16    1810.0       94.0    2011.0       96.0      EV   \n",
+       "150926  2013      3   16    1817.0       71.0    2106.0       50.0      B6   \n",
+       "150927  2013      3   16    1817.0      123.0    2121.0      127.0      B6   \n",
+       "150938  2013      3   16    1832.0       62.0    2016.0       87.0      B6   \n",
+       "150946  2013      3   16    1838.0       69.0    2132.0       65.0      UA   \n",
+       "150947  2013      3   16    1846.0       71.0    2139.0       97.0      DL   \n",
+       "150950  2013      3   16    1848.0      143.0    2144.0      129.0      UA   \n",
+       "150980  2013      3   16    1922.0       82.0    2156.0       58.0      B6   \n",
+       "150996  2013      3   16    1951.0      171.0    2311.0      185.0      DL   \n",
+       "151008  2013      3   16    2005.0      125.0    2147.0      134.0      EV   \n",
+       "151017  2013      3   16    2017.0       67.0    2332.0       76.0      UA   \n",
+       "151034  2013      3   16    2046.0       96.0    2202.0       86.0      UA   \n",
+       "151047  2013      3   16    2122.0       73.0       1.0       81.0      UA   \n",
+       "151048  2013      3   16    2123.0       68.0    2228.0       58.0      AA   \n",
+       "151050  2013      3   16    2134.0       69.0      28.0       54.0      UA   \n",
+       "151051  2013      3   16    2135.0      200.0    2359.0      206.0      9E   \n",
+       "151069  2013      3   16    2307.0       92.0       4.0       79.0      EV   \n",
+       "151077  2013      3   17      17.0       84.0     134.0       80.0      B6   \n",
+       "151081  2013      3   17      57.0      237.0     321.0      234.0      DL   \n",
+       "151242  2013      3   17     849.0       64.0    1109.0       58.0      DL   \n",
+       "151328  2013      3   17    1032.0       92.0    1349.0       85.0      DL   \n",
+       "151332  2013      3   17    1044.0       94.0    1216.0      104.0      B6   \n",
+       "151335  2013      3   17    1049.0       80.0    1236.0       73.0      EV   \n",
+       "151364  2013      3   17    1123.0      150.0    1257.0      135.0      UA   \n",
+       "151374  2013      3   17    1137.0       67.0    1532.0       82.0      VX   \n",
+       "151403  2013      3   17    1208.0      177.0    1502.0      160.0      UA   \n",
+       "151427  2013      3   17    1250.0       95.0    1545.0       89.0      DL   \n",
+       "151541  2013      3   17    1458.0      118.0    1556.0      110.0      B6   \n",
+       "151556  2013      3   17    1509.0      109.0    1810.0      113.0      B6   \n",
+       "151620  2013      3   17    1604.0       68.0    1827.0       75.0      EV   \n",
+       "151634  2013      3   17    1613.0       73.0    1758.0       65.0      US   \n",
+       "151639  2013      3   17    1617.0       87.0    1754.0       87.0      9E   \n",
+       "151697  2013      3   17    1722.0       79.0    1837.0       81.0      EV   \n",
+       "151699  2013      3   17    1724.0       94.0    2057.0       67.0      AA   \n",
+       "151731  2013      3   17    1746.0       75.0    1940.0       66.0      EV   \n",
+       "151732  2013      3   17    1747.0       77.0    1927.0       80.0      EV   \n",
+       "151761  2013      3   17    1815.0      190.0    1942.0      182.0      9E   \n",
+       "151841  2013      3   17    1932.0      282.0    2144.0      290.0      DL   \n",
+       "151887  2013      3   17    2019.0      106.0    2308.0      104.0      B6   \n",
+       "151900  2013      3   17    2033.0       64.0       2.0       79.0      DL   \n",
+       "151921  2013      3   17    2100.0       85.0      17.0      104.0      UA   \n",
+       "151928  2013      3   17    2107.0       67.0    2318.0       70.0      EV   \n",
+       "151929  2013      3   17    2110.0       73.0    2232.0       77.0      EV   \n",
+       "151951  2013      3   17    2158.0       66.0      18.0       64.0      EV   \n",
+       "151955  2013      3   17    2208.0      159.0       8.0      151.0      EV   \n",
+       "151956  2013      3   17    2208.0       68.0      28.0       73.0      EV   \n",
+       "151958  2013      3   17    2209.0      145.0    2315.0      142.0      EV   \n",
+       "151959  2013      3   17    2211.0      126.0      13.0      152.0      EV   \n",
+       "151961  2013      3   17    2221.0       80.0     108.0       69.0      UA   \n",
+       "151963  2013      3   17    2226.0       71.0    2316.0       62.0      EV   \n",
+       "151969  2013      3   17    2249.0       74.0    2349.0       64.0      EV   \n",
+       "151972  2013      3   17    2302.0       62.0    2355.0       61.0      EV   \n",
+       "151973  2013      3   17    2308.0      123.0      55.0      116.0      EV   \n",
+       "151974  2013      3   17    2321.0      911.0     135.0      915.0      DL   \n",
+       "151984  2013      3   18       1.0      153.0     247.0      172.0      B6   \n",
+       "151985  2013      3   18       2.0      302.0     356.0      385.0      DL   \n",
+       "151986  2013      3   18      11.0      132.0     312.0      136.0      B6   \n",
+       "151987  2013      3   18      14.0      285.0     245.0      308.0      EV   \n",
+       "151988  2013      3   18      14.0      284.0     229.0      283.0      9E   \n",
+       "151989  2013      3   18      20.0      150.0     338.0      176.0      B6   \n",
+       "151991  2013      3   18      24.0      150.0     155.0      182.0      EV   \n",
+       "151992  2013      3   18      24.0      268.0     208.0      293.0      EV   \n",
+       "151993  2013      3   18      28.0      179.0     219.0      214.0      EV   \n",
+       "151994  2013      3   18      29.0      286.0     236.0      343.0      EV   \n",
+       "151996  2013      3   18      32.0      227.0     200.0      221.0      9E   \n",
+       "151997  2013      3   18      34.0      329.0     219.0      334.0      WN   \n",
+       "151998  2013      3   18      43.0      110.0     209.0      115.0      B6   \n",
+       "151999  2013      3   18      48.0      253.0     412.0      281.0      UA   \n",
+       "152000  2013      3   18      49.0      174.0     412.0      204.0      B6   \n",
+       "152001  2013      3   18      50.0      315.0     212.0      316.0      9E   \n",
+       "152002  2013      3   18     100.0      155.0     236.0      174.0      DL   \n",
+       "152003  2013      3   18     102.0      237.0     309.0      250.0      EV   \n",
+       "152004  2013      3   18     104.0      359.0     331.0      377.0      EV   \n",
+       "152005  2013      3   18     108.0      268.0     306.0      318.0      B6   \n",
+       "152006  2013      3   18     122.0      157.0     226.0      152.0      B6   \n",
+       "152007  2013      3   18     146.0      371.0     524.0      402.0      DL   \n",
+       "152008  2013      3   18     146.0      111.0     535.0      115.0      B6   \n",
+       "152009  2013      3   18     200.0      285.0     259.0      285.0      EV   \n",
+       "152010  2013      3   18     201.0      331.0     330.0      326.0      FL   \n",
+       "152011  2013      3   18     203.0      308.0     323.0      303.0      WN   \n",
+       "152140  2013      3   18     740.0       70.0     911.0       71.0      EV   \n",
+       "152143  2013      3   18     742.0       64.0       NaN        NaN      UA   \n",
+       "152170  2013      3   18     804.0       91.0       NaN        NaN      EV   \n",
+       "152228  2013      3   18     849.0      139.0    1131.0      146.0      EV   \n",
+       "152267  2013      3   18     923.0       67.0    1134.0       81.0      EV   \n",
+       "152312  2013      3   18    1020.0      800.0    1336.0      784.0      DL   \n",
+       "152328  2013      3   18    1047.0       72.0    1222.0       62.0      WN   \n",
+       "152350  2013      3   18    1116.0       71.0    1219.0       59.0      EV   \n",
+       "152358  2013      3   18    1124.0       94.0    1429.0       95.0      B6   \n",
+       "152397  2013      3   18    1205.0       96.0    1350.0       75.0      EV   \n",
+       "152401  2013      3   18    1216.0      101.0    1418.0       95.0      EV   \n",
+       "152404  2013      3   18    1220.0      141.0    1355.0      151.0      EV   \n",
+       "152406  2013      3   18    1227.0       62.0    1419.0       52.0      EV   \n",
+       "152408  2013      3   18    1230.0      190.0    1526.0      166.0      AA   \n",
+       "152410  2013      3   18    1233.0       97.0    1334.0       79.0      EV   \n",
+       "152462  2013      3   18    1332.0      106.0    1557.0       99.0      EV   \n",
+       "152477  2013      3   18    1350.0      100.0    1458.0       93.0      WN   \n",
+       "152485  2013      3   18    1359.0       67.0    1520.0       60.0      EV   \n",
+       "152505  2013      3   18    1438.0      108.0    1758.0      114.0      B6   \n",
+       "152524  2013      3   18    1450.0       75.0    2014.0       98.0      UA   \n",
+       "152531  2013      3   18    1456.0       87.0    1533.0       67.0      EV   \n",
+       "152556  2013      3   18    1521.0      112.0    1730.0      108.0      EV   \n",
+       "152561  2013      3   18    1525.0      116.0    1607.0       95.0      EV   \n",
+       "152564  2013      3   18    1527.0      118.0    1716.0      110.0      EV   \n",
+       "152575  2013      3   18    1533.0       64.0    2100.0        NaN      FL   \n",
+       "152584  2013      3   18    1544.0       99.0    1800.0      147.0      EV   \n",
+       "152624  2013      3   18    1612.0      102.0    1759.0      125.0      EV   \n",
+       "152628  2013      3   18    1623.0      103.0    1947.0      114.0      DL   \n",
+       "152641  2013      3   18    1635.0      120.0    1934.0      147.0      EV   \n",
+       "152650  2013      3   18    1640.0      165.0    1814.0      181.0      EV   \n",
+       "152661  2013      3   18    1648.0       98.0    1853.0      118.0      MQ   \n",
+       "152663  2013      3   18    1651.0       68.0    1815.0       65.0      9E   \n",
+       "152686  2013      3   18    1721.0      101.0    1946.0      118.0      EV   \n",
+       "152690  2013      3   18    1723.0      135.0    2108.0      169.0      DL   \n",
+       "152691  2013      3   18    1723.0       73.0    1934.0       94.0      AA   \n",
+       "152693  2013      3   18    1725.0       85.0    1840.0       76.0      YV   \n",
+       "152704  2013      3   18    1730.0       90.0    2016.0      145.0      B6   \n",
+       "152713  2013      3   18    1739.0       89.0    1922.0      106.0      9E   \n",
+       "152719  2013      3   18    1749.0       65.0    2121.0       95.0      B6   \n",
+       "152728  2013      3   18    1800.0       75.0       NaN        NaN      EV   \n",
+       "152734  2013      3   18    1806.0      151.0    1951.0      156.0      9E   \n",
+       "152752  2013      3   18    1825.0      100.0    2030.0      100.0      DL   \n",
+       "152754  2013      3   18    1827.0       88.0    2005.0      104.0      EV   \n",
+       "152762  2013      3   18    1835.0      125.0    2046.0      119.0      DL   \n",
+       "152765  2013      3   18    1843.0      163.0    2114.0      147.0      DL   \n",
+       "152787  2013      3   18    1910.0       92.0    2315.0      191.0      FL   \n",
+       "152790  2013      3   18    1914.0       64.0    2247.0       80.0      B6   \n",
+       "152791  2013      3   18    1915.0       65.0    2119.0       94.0      MQ   \n",
+       "152796  2013      3   18    1919.0      127.0    2128.0      180.0      EV   \n",
+       "152799  2013      3   18    1921.0       81.0    2133.0      128.0      WN   \n",
+       "152805  2013      3   18    1930.0      170.0    2200.0      183.0      9E   \n",
+       "152807  2013      3   18    1940.0       75.0    2244.0      109.0      WN   \n",
+       "152808  2013      3   18    1941.0      101.0    2134.0      141.0      US   \n",
+       "152811  2013      3   18    1948.0       88.0    2205.0      130.0      WN   \n",
+       "152815  2013      3   18    1949.0       80.0    2223.0      109.0      EV   \n",
+       "152819  2013      3   18    1956.0       81.0    2214.0       94.0      DL   \n",
+       "152820  2013      3   18    2000.0      145.0       NaN        NaN      DL   \n",
+       "152821  2013      3   18    2001.0      116.0    2132.0      110.0      UA   \n",
+       "152822  2013      3   18    2003.0       68.0      45.0      159.0      DL   \n",
+       "152830  2013      3   18    2029.0      119.0    2301.0      166.0      MQ   \n",
+       "152832  2013      3   18    2037.0       62.0    2355.0       80.0      DL   \n",
+       "152834  2013      3   18    2040.0       65.0       2.0       82.0      AA   \n",
+       "152835  2013      3   18    2041.0       72.0      26.0      103.0      DL   \n",
+       "152836  2013      3   18    2042.0      103.0    2328.0      181.0      9E   \n",
+       "152837  2013      3   18    2042.0       97.0       4.0      145.0      DL   \n",
+       "152839  2013      3   18    2045.0       65.0       NaN        NaN      MQ   \n",
+       "152840  2013      3   18    2049.0      144.0    2346.0      177.0      DL   \n",
+       "152841  2013      3   18    2049.0       99.0      41.0      130.0      DL   \n",
+       "152845  2013      3   18    2107.0      149.0      10.0      186.0      UA   \n",
+       "152846  2013      3   18    2108.0       68.0      17.0      147.0      EV   \n",
+       "152849  2013      3   18    2113.0      204.0    2327.0      228.0      EV   \n",
+       "152851  2013      3   18    2113.0       63.0     138.0      133.0      UA   \n",
+       "152852  2013      3   18    2115.0      134.0    2338.0      177.0      UA   \n",
+       "152854  2013      3   18    2116.0      181.0     108.0      263.0      DL   \n",
+       "152856  2013      3   18    2118.0       78.0     124.0      140.0      UA   \n",
+       "152857  2013      3   18    2119.0       79.0    2245.0       91.0      US   \n",
+       "152859  2013      3   18    2120.0      145.0      43.0      189.0      DL   \n",
+       "152861  2013      3   18    2123.0      144.0    2342.0      190.0      EV   \n",
+       "152862  2013      3   18    2128.0      113.0      27.0      140.0      EV   \n",
+       "152863  2013      3   18    2128.0      239.0     159.0      309.0      UA   \n",
+       "152864  2013      3   18    2129.0      119.0       NaN        NaN      UA   \n",
+       "152865  2013      3   18    2130.0      270.0      31.0      307.0      DL   \n",
+       "152866  2013      3   18    2131.0      271.0     153.0      380.0      DL   \n",
+       "152867  2013      3   18    2134.0      159.0     212.0      232.0      DL   \n",
+       "152868  2013      3   18    2135.0       90.0      14.0      121.0      EV   \n",
+       "152869  2013      3   18    2135.0      115.0     123.0      163.0      AA   \n",
+       "152870  2013      3   18    2136.0      121.0     122.0      163.0      DL   \n",
+       "152871  2013      3   18    2136.0      155.0    2330.0      189.0      EV   \n",
+       "152872  2013      3   18    2140.0       65.0     156.0      148.0      UA   \n",
+       "152874  2013      3   18    2147.0      168.0       NaN        NaN      FL   \n",
+       "152875  2013      3   18    2147.0      142.0       9.0      161.0      9E   \n",
+       "152876  2013      3   18    2147.0       82.0     104.0      195.0      DL   \n",
+       "152877  2013      3   18    2148.0      139.0      50.0      173.0      EV   \n",
+       "152878  2013      3   18    2149.0      103.0       NaN        NaN      UA   \n",
+       "152879  2013      3   18    2154.0       78.0      48.0      110.0      EV   \n",
+       "152880  2013      3   18    2155.0      140.0     150.0      210.0      EV   \n",
+       "152883  2013      3   18    2202.0      102.0     126.0      161.0      MQ   \n",
+       "152885  2013      3   18    2208.0       68.0      32.0      106.0      EV   \n",
+       "152887  2013      3   18    2211.0       71.0     123.0       97.0      B6   \n",
+       "152888  2013      3   18    2211.0      102.0     100.0      187.0      UA   \n",
+       "152889  2013      3   18    2213.0       88.0    2348.0       83.0      AA   \n",
+       "152890  2013      3   18    2213.0       73.0      54.0      124.0      MQ   \n",
+       "152891  2013      3   18    2215.0      135.0     218.0      199.0      B6   \n",
+       "152892  2013      3   18    2220.0      111.0     205.0      152.0      UA   \n",
+       "152893  2013      3   18    2222.0      172.0     110.0      221.0      9E   \n",
+       "152894  2013      3   18    2223.0      128.0      11.0      161.0      AA   \n",
+       "152895  2013      3   18    2224.0       85.0     114.0      120.0      EV   \n",
+       "152896  2013      3   18    2226.0      113.0     340.0      196.0      UA   \n",
+       "152897  2013      3   18    2229.0      150.0      55.0      191.0      MQ   \n",
+       "152898  2013      3   18    2236.0      187.0     221.0      214.0      DL   \n",
+       "152899  2013      3   18    2239.0      443.0     139.0      506.0      EV   \n",
+       "152900  2013      3   18    2246.0      186.0     202.0      211.0      9E   \n",
+       "152902  2013      3   18    2247.0      103.0     322.0      203.0      UA   \n",
+       "152903  2013      3   18    2251.0      215.0     306.0      299.0      UA   \n",
+       "152904  2013      3   18    2252.0      112.0      36.0      136.0      MQ   \n",
+       "152905  2013      3   18    2258.0       83.0     242.0      112.0      AA   \n",
+       "152906  2013      3   18    2300.0      160.0     218.0      171.0      B6   \n",
+       "152907  2013      3   18    2304.0       79.0     320.0      108.0      B6   \n",
+       "152909  2013      3   18    2308.0      238.0     255.0      280.0      AA   \n",
+       "152910  2013      3   18    2311.0      131.0      32.0      137.0      US   \n",
+       "152911  2013      3   18    2312.0      127.0     103.0      166.0      EV   \n",
+       "152912  2013      3   18    2313.0      178.0     242.0      204.0      DL   \n",
+       "152914  2013      3   18    2317.0      109.0     246.0      152.0      B6   \n",
+       "152915  2013      3   18    2317.0      192.0     319.0      229.0      VX   \n",
+       "152916  2013      3   18    2320.0      245.0     115.0      245.0      9E   \n",
+       "152917  2013      3   18    2329.0      111.0     320.0      171.0      B6   \n",
+       "152918  2013      3   18    2338.0      288.0     230.0      315.0      9E   \n",
+       "152919  2013      3   18    2340.0      160.0     201.0      184.0      EV   \n",
+       "152921  2013      3   18    2345.0      225.0     115.0      238.0      US   \n",
+       "152922  2013      3   18    2353.0       63.0     126.0       81.0      B6   \n",
+       "152923  2013      3   18    2354.0      354.0     258.0      383.0      DL   \n",
+       "152924  2013      3   18    2357.0      237.0     149.0      253.0      EV   \n",
+       "152965  2013      3   19       1.0       71.0     120.0       75.0      B6   \n",
+       "152967  2013      3   19      59.0      184.0     343.0      175.0      B6   \n",
+       "152968  2013      3   19     110.0      341.0     259.0      322.0      EV   \n",
+       "153066  2013      3   19     729.0       89.0     910.0       74.0      EV   \n",
+       "153070  2013      3   19     733.0       63.0    1006.0       95.0      US   \n",
+       "153079  2013      3   19     745.0      105.0    1105.0      129.0      B6   \n",
+       "153089  2013      3   19     755.0      100.0     949.0       89.0      US   \n",
+       "153116  2013      3   19     825.0      115.0     952.0      112.0      EV   \n",
+       "153137  2013      3   19     836.0      112.0    1030.0       98.0      EV   \n",
+       "153150  2013      3   19     845.0       70.0    1039.0       64.0      EV   \n",
+       "153166  2013      3   19     857.0       65.0    1119.0       96.0      EV   \n",
+       "153185  2013      3   19     909.0      174.0    1134.0      196.0      EV   \n",
+       "153186  2013      3   19     909.0      159.0    1224.0      199.0      EV   \n",
+       "153187  2013      3   19     909.0      124.0    1158.0      138.0      MQ   \n",
+       "153192  2013      3   19     912.0       68.0    1155.0       89.0      EV   \n",
+       "153201  2013      3   19     923.0       63.0    1240.0       76.0      B6   \n",
+       "153211  2013      3   19     936.0      105.0    1246.0      167.0      EV   \n",
+       "153220  2013      3   19     951.0      111.0    1135.0      147.0      US   \n",
+       "153232  2013      3   19    1000.0      110.0    1318.0      115.0      DL   \n",
+       "153239  2013      3   19    1012.0       90.0    1305.0      131.0      EV   \n",
+       "153245  2013      3   19    1017.0      106.0    1210.0      138.0      EV   \n",
+       "153253  2013      3   19    1042.0      125.0    1310.0      147.0      EV   \n",
+       "153266  2013      3   19    1055.0       61.0    1453.0      109.0      UA   \n",
+       "153286  2013      3   19    1124.0       99.0    1257.0       92.0      WN   \n",
+       "153296  2013      3   19    1138.0       63.0    1344.0       61.0      EV   \n",
+       "153299  2013      3   19    1144.0       72.0    1326.0       75.0      EV   \n",
+       "153307  2013      3   19    1156.0      266.0    1543.0      309.0      UA   \n",
+       "153317  2013      3   19    1203.0       63.0    1443.0       58.0      UA   \n",
+       "153323  2013      3   19    1208.0       68.0    1517.0      106.0      DL   \n",
+       "153332  2013      3   19    1222.0       67.0    1408.0       73.0      WN   \n",
+       "153348  2013      3   19    1248.0       88.0    1550.0       88.0      B6   \n",
+       "153358  2013      3   19    1301.0      140.0    1405.0      120.0      EV   \n",
+       "153362  2013      3   19    1307.0      207.0    1451.0      221.0      EV   \n",
+       "153364  2013      3   19    1311.0       86.0    1616.0       85.0      DL   \n",
+       "153380  2013      3   19    1331.0      105.0    1600.0      102.0      EV   \n",
+       "153381  2013      3   19    1332.0       92.0    1504.0      103.0      EV   \n",
+       "153382  2013      3   19    1332.0       75.0    1433.0       59.0      EV   \n",
+       "153389  2013      3   19    1342.0       61.0    1713.0       83.0      UA   \n",
+       "153403  2013      3   19    1414.0       74.0    1641.0       80.0      EV   \n",
+       "153404  2013      3   19    1414.0      129.0    1514.0      120.0      EV   \n",
+       "153409  2013      3   19    1420.0       70.0    1600.0       73.0      EV   \n",
+       "153424  2013      3   19    1434.0       84.0    1840.0       94.0      UA   \n",
+       "153426  2013      3   19    1437.0       79.0    1806.0      103.0      B6   \n",
+       "153431  2013      3   19    1445.0      102.0    1740.0       90.0      UA   \n",
+       "153434  2013      3   19    1450.0       61.0    1547.0       50.0      EV   \n",
+       "153442  2013      3   19    1455.0       86.0    1531.0       65.0      EV   \n",
+       "153446  2013      3   19    1456.0       90.0    1646.0       91.0      EV   \n",
+       "153456  2013      3   19    1503.0      103.0    1822.0      125.0      B6   \n",
+       "153464  2013      3   19    1505.0       75.0    1723.0       98.0      MQ   \n",
+       "153498  2013      3   19    1542.0       67.0    1722.0       70.0      UA   \n",
+       "153499  2013      3   19    1543.0      176.0    1832.0      196.0      EV   \n",
+       "153506  2013      3   19    1552.0       86.0    1841.0      108.0      DL   \n",
+       "153520  2013      3   19    1559.0       92.0    1752.0       86.0      EV   \n",
+       "153527  2013      3   19    1605.0       80.0    1924.0      100.0      B6   \n",
+       "153528  2013      3   19    1606.0       70.0    1725.0       82.0      EV   \n",
+       "153534  2013      3   19    1611.0      121.0    1929.0      146.0      B6   \n",
+       "153537  2013      3   19    1617.0       72.0    1822.0       78.0      EV   \n",
+       "153538  2013      3   19    1618.0       70.0    1956.0       97.0      DL   \n",
+       "153567  2013      3   19    1640.0      123.0    1830.0      118.0      EV   \n",
+       "153571  2013      3   19    1643.0      133.0    1959.0      144.0      AA   \n",
+       "153572  2013      3   19    1644.0       75.0    1811.0       78.0      EV   \n",
+       "153587  2013      3   19    1658.0       88.0    1956.0       81.0      B6   \n",
+       "153596  2013      3   19    1714.0      164.0    1903.0      189.0      EV   \n",
+       "153597  2013      3   19    1714.0      144.0    1846.0      126.0      MQ   \n",
+       "153598  2013      3   19    1717.0      157.0    1916.0      186.0      FL   \n",
+       "153599  2013      3   19    1717.0       67.0    1824.0       48.0      9E   \n",
+       "153601  2013      3   19    1719.0       86.0    1937.0       89.0      EV   \n",
+       "153622  2013      3   19    1734.0       64.0    2024.0       95.0      FL   \n",
+       "153631  2013      3   19    1740.0       95.0    1930.0      100.0      EV   \n",
+       "153633  2013      3   19    1742.0       87.0    1947.0       75.0      DL   \n",
+       "153634  2013      3   19    1742.0       99.0    1851.0       95.0      EV   \n",
+       "153640  2013      3   19    1749.0      104.0    2109.0      105.0      DL   \n",
+       "153641  2013      3   19    1749.0      214.0    2020.0      253.0      EV   \n",
+       "153642  2013      3   19    1749.0      109.0    1927.0      121.0      EV   \n",
+       "153645  2013      3   19    1752.0      112.0    2005.0       97.0      EV   \n",
+       "153647  2013      3   19    1754.0       99.0    2010.0       94.0      EV   \n",
+       "153656  2013      3   19    1802.0       77.0    2022.0       65.0      EV   \n",
+       "153658  2013      3   19    1804.0       76.0    1916.0       70.0      EV   \n",
+       "153669  2013      3   19    1812.0      101.0    2010.0       96.0      EV   \n",
+       "153670  2013      3   19    1812.0       67.0    1921.0       51.0      MQ   \n",
+       "153682  2013      3   19    1832.0      138.0    2202.0      168.0      B6   \n",
+       "153684  2013      3   19    1833.0      122.0    2018.0      128.0      EV   \n",
+       "153687  2013      3   19    1835.0      125.0    1946.0      129.0      EV   \n",
+       "153693  2013      3   19    1837.0       96.0    2154.0      104.0      UA   \n",
+       "153698  2013      3   19    1843.0       68.0    2125.0       82.0      DL   \n",
+       "153700  2013      3   19    1844.0      112.0    2040.0      154.0      B6   \n",
+       "153706  2013      3   19    1852.0       83.0    2049.0       74.0      EV   \n",
+       "153712  2013      3   19    1856.0       61.0    2155.0       67.0      B6   \n",
+       "153723  2013      3   19    1910.0      127.0    2114.0      142.0      EV   \n",
+       "153727  2013      3   19    1912.0       87.0    2158.0       98.0      MQ   \n",
+       "153739  2013      3   19    1924.0       85.0    2224.0       90.0      B6   \n",
+       "153741  2013      3   19    1925.0       80.0    2113.0       78.0      MQ   \n",
+       "153745  2013      3   19    1932.0      147.0    2312.0      182.0      AA   \n",
+       "153754  2013      3   19    1943.0      110.0    2234.0      110.0      B6   \n",
+       "153755  2013      3   19    1944.0      126.0    2216.0      132.0      FL   \n",
+       "153766  2013      3   19    1956.0      116.0    2142.0      118.0      B6   \n",
+       "153790  2013      3   19    2022.0       64.0    2139.0       58.0      UA   \n",
+       "153792  2013      3   19    2024.0       99.0    2206.0       96.0      MQ   \n",
+       "153805  2013      3   19    2037.0       97.0    2157.0       89.0      9E   \n",
+       "153807  2013      3   19    2038.0      129.0    2316.0      151.0      EV   \n",
+       "153811  2013      3   19    2040.0      191.0    2302.0      205.0      EV   \n",
+       "153813  2013      3   19    2040.0       70.0    2247.0       61.0      9E   \n",
+       "153816  2013      3   19    2045.0       70.0    2337.0       58.0      DL   \n",
+       "153818  2013      3   19    2050.0      135.0    2245.0      114.0      9E   \n",
+       "153822  2013      3   19    2053.0       80.0    2341.0      100.0      EV   \n",
+       "153825  2013      3   19    2055.0       79.0    2211.0       71.0      EV   \n",
+       "153827  2013      3   19    2057.0      167.0    2216.0      153.0      9E   \n",
+       "153835  2013      3   19    2107.0       87.0      14.0       89.0      B6   \n",
+       "153837  2013      3   19    2112.0       67.0    2344.0       86.0      EV   \n",
+       "153838  2013      3   19    2112.0       76.0    2244.0       89.0      EV   \n",
+       "153839  2013      3   19    2112.0       97.0       4.0       89.0      DL   \n",
+       "153842  2013      3   19    2117.0      127.0      45.0      150.0      AA   \n",
+       "153844  2013      3   19    2117.0      142.0      10.0      132.0      UA   \n",
+       "153850  2013      3   19    2130.0       90.0    2246.0       92.0      US   \n",
+       "153851  2013      3   19    2131.0      108.0    2257.0      124.0      EV   \n",
+       "153852  2013      3   19    2131.0      152.0    2354.0      149.0      FL   \n",
+       "153860  2013      3   19    2141.0      102.0    2329.0      105.0      MQ   \n",
+       "153864  2013      3   19    2148.0      199.0    2351.0      197.0      EV   \n",
+       "153865  2013      3   19    2149.0      104.0      12.0      119.0      EV   \n",
+       "153868  2013      3   19    2150.0      175.0    2350.0      170.0      US   \n",
+       "153869  2013      3   19    2153.0      158.0      35.0      147.0      B6   \n",
+       "153870  2013      3   19    2154.0      174.0     119.0      159.0      DL   \n",
+       "153872  2013      3   19    2157.0       87.0    2324.0       80.0      FL   \n",
+       "153874  2013      3   19    2208.0       68.0      37.0       51.0      B6   \n",
+       "153875  2013      3   19    2218.0      288.0      24.0      274.0      UA   \n",
+       "153876  2013      3   19    2219.0       93.0    2330.0       76.0      EV   \n",
+       "153879  2013      3   19    2224.0       84.0    2355.0       80.0      MQ   \n",
+       "153881  2013      3   19    2233.0      168.0       3.0      143.0      EV   \n",
+       "153883  2013      3   19    2243.0      213.0    2344.0      196.0      EV   \n",
+       "153885  2013      3   19    2251.0      141.0    2355.0      121.0      UA   \n",
+       "153887  2013      3   19    2306.0      121.0     103.0      124.0      EV   \n",
+       "153889  2013      3   19    2348.0      130.0     229.0      120.0      B6   \n",
+       "153890  2013      3   19    2355.0      116.0     252.0      116.0      B6   \n",
+       "153893  2013      3   19    2357.0       64.0     121.0       67.0      B6   \n",
+       "154092  2013      3   20     807.0      127.0     948.0      112.0      EV   \n",
+       "154134  2013      3   20     834.0       95.0    1121.0       82.0      AA   \n",
+       "154195  2013      3   20     948.0       68.0    1144.0       74.0      MQ   \n",
+       "154197  2013      3   20     950.0      230.0    1302.0      246.0      B6   \n",
+       "154223  2013      3   20    1016.0       76.0    1222.0       62.0      EV   \n",
+       "154240  2013      3   20    1046.0       62.0    1219.0       41.0      EV   \n",
+       "154241  2013      3   20    1046.0      107.0    1253.0      102.0      EV   \n",
+       "154247  2013      3   20    1052.0      162.0    1226.0      126.0      DL   \n",
+       "154283  2013      3   20    1135.0      100.0    1437.0      100.0      B6   \n",
+       "154312  2013      3   20    1201.0      101.0    1504.0       94.0      AA   \n",
+       "154321  2013      3   20    1214.0      165.0    1415.0      160.0      EV   \n",
+       "154347  2013      3   20    1253.0      117.0    1358.0      103.0      EV   \n",
+       "154356  2013      3   20    1259.0       95.0    1405.0      101.0      EV   \n",
+       "154384  2013      3   20    1339.0      190.0    1527.0      172.0      EV   \n",
+       "154433  2013      3   20    1445.0       65.0    1747.0       59.0      B6   \n",
+       "154459  2013      3   20    1503.0       97.0    1634.0       79.0      EV   \n",
+       "154470  2013      3   20    1514.0       64.0    1836.0       93.0      B6   \n",
+       "154493  2013      3   20    1534.0       95.0    1746.0      106.0      EV   \n",
+       "154551  2013      3   20    1627.0       97.0    1805.0       98.0      9E   \n",
+       "154565  2013      3   20    1639.0      110.0    1814.0      109.0      EV   \n",
+       "154610  2013      3   20    1718.0      163.0    1954.0      167.0      EV   \n",
+       "154616  2013      3   20    1723.0       68.0    1920.0       68.0      EV   \n",
+       "154618  2013      3   20    1723.0       93.0    2117.0       87.0      AA   \n",
+       "154629  2013      3   20    1731.0      251.0    2048.0      271.0      B6   \n",
+       "154630  2013      3   20    1732.0       92.0    1954.0       86.0      EV   \n",
+       "154652  2013      3   20    1755.0       67.0    1900.0       54.0      EV   \n",
+       "154674  2013      3   20    1817.0      137.0    1931.0      125.0      EV   \n",
+       "154683  2013      3   20    1823.0       77.0    2146.0       90.0      B6   \n",
+       "154694  2013      3   20    1833.0      113.0    2024.0       87.0      9E   \n",
+       "154700  2013      3   20    1841.0       81.0    2158.0       78.0      AA   \n",
+       "154711  2013      3   20    1853.0       63.0    2232.0       84.0      UA   \n",
+       "154728  2013      3   20    1902.0       67.0    2204.0       76.0      B6   \n",
+       "154823  2013      3   20    2040.0       67.0    2258.0       57.0      EV   \n",
+       "154835  2013      3   20    2055.0      115.0    2247.0       85.0      9E   \n",
+       "154837  2013      3   20    2057.0      178.0    2357.0      183.0      B6   \n",
+       "154841  2013      3   20    2105.0       69.0    2215.0       60.0      EV   \n",
+       "154844  2013      3   20    2109.0      142.0      24.0      125.0      UA   \n",
+       "154850  2013      3   20    2120.0       75.0    2318.0       65.0      EV   \n",
+       "154853  2013      3   20    2130.0      120.0    2335.0      109.0      9E   \n",
+       "154870  2013      3   20    2210.0      181.0    2333.0      191.0      EV   \n",
+       "154871  2013      3   20    2216.0       76.0      13.0       58.0      EV   \n",
+       "154874  2013      3   20    2234.0      181.0      30.0      169.0      EV   \n",
+       "154877  2013      3   20    2239.0      190.0      27.0      170.0      EV   \n",
+       "154880  2013      3   20    2249.0      109.0     127.0      101.0      B6   \n",
+       "154884  2013      3   20    2300.0      115.0      10.0      113.0      EV   \n",
+       "154885  2013      3   20    2315.0      149.0      13.0      119.0      EV   \n",
+       "154886  2013      3   20    2327.0      207.0      41.0      171.0      EV   \n",
+       "155114  2013      3   21     842.0       62.0    1044.0       56.0      EV   \n",
+       "155135  2013      3   21     859.0       68.0    1122.0       83.0      EV   \n",
+       "155147  2013      3   21     911.0       61.0    1047.0       10.0      9E   \n",
+       "155170  2013      3   21     940.0       90.0    1211.0      101.0      FL   \n",
+       "155188  2013      3   21    1002.0       62.0    1203.0       43.0      EV   \n",
+       "155209  2013      3   21    1027.0       67.0    1302.0       22.0      AA   \n",
+       "155213  2013      3   21    1033.0       78.0    1401.0       89.0      DL   \n",
+       "155254  2013      3   21    1125.0      115.0    1239.0       97.0      9E   \n",
+       "155273  2013      3   21    1152.0      111.0    1404.0      102.0      EV   \n",
+       "155283  2013      3   21    1157.0       65.0    1531.0       88.0      B6   \n",
+       "155290  2013      3   21    1206.0      121.0    1323.0      123.0      EV   \n",
+       "155299  2013      3   21    1226.0      177.0    1448.0      156.0      UA   \n",
+       "155336  2013      3   21    1310.0       70.0    1427.0       73.0      EV   \n",
+       "155338  2013      3   21    1311.0       66.0    1608.0       57.0      B6   \n",
+       "155341  2013      3   21    1313.0       68.0    1609.0       49.0      AA   \n",
+       "155384  2013      3   21    1407.0       68.0    1633.0       59.0      DL   \n",
+       "155473  2013      3   21    1538.0      354.0    1702.0      324.0      EV   \n",
+       "155485  2013      3   21    1550.0       61.0    1726.0       61.0      EV   \n",
+       "155493  2013      3   21    1559.0       86.0    1741.0       56.0      DL   \n",
+       "155494  2013      3   21    1559.0       69.0    1821.0       96.0      MQ   \n",
+       "155495  2013      3   21    1600.0       61.0    1814.0       63.0      B6   \n",
+       "155528  2013      3   21    1630.0       80.0    1845.0       95.0      MQ   \n",
+       "155531  2013      3   21    1634.0      114.0    2001.0      128.0      DL   \n",
+       "155537  2013      3   21    1640.0       77.0    1740.0       64.0      EV   \n",
+       "155553  2013      3   21    1655.0       75.0    1846.0       58.0      EV   \n",
+       "155570  2013      3   21    1708.0       68.0    1916.0       48.0      EV   \n",
+       "155580  2013      3   21    1716.0       71.0    2035.0       71.0      DL   \n",
+       "155598  2013      3   21    1727.0      295.0    1930.0      301.0      EV   \n",
+       "155599  2013      3   21    1728.0       80.0    1928.0       73.0      9E   \n",
+       "155606  2013      3   21    1732.0       77.0    1946.0       94.0      EV   \n",
+       "155610  2013      3   21    1734.0       94.0    1858.0       94.0      YV   \n",
+       "155612  2013      3   21    1736.0       82.0    2016.0       71.0      UA   \n",
+       "155625  2013      3   21    1749.0       95.0    2109.0      115.0      B6   \n",
+       "155645  2013      3   21    1807.0      142.0    2127.0      126.0      DL   \n",
+       "155648  2013      3   21    1810.0       78.0    1928.0       82.0      B6   \n",
+       "155654  2013      3   21    1815.0      165.0    2119.0      129.0      AA   \n",
+       "155655  2013      3   21    1815.0      211.0    2140.0      241.0      B6   \n",
+       "155659  2013      3   21    1818.0       77.0    2115.0       65.0      UA   \n",
+       "155675  2013      3   21    1832.0      123.0    2142.0      125.0      UA   \n",
+       "155678  2013      3   21    1835.0      220.0    2107.0      190.0      B6   \n",
+       "155681  2013      3   21    1843.0      173.0    2223.0      153.0      AA   \n",
+       "155689  2013      3   21    1851.0       76.0    2108.0       65.0      DL   \n",
+       "155703  2013      3   21    1901.0       61.0    2209.0       60.0      B6   \n",
+       "155721  2013      3   21    1913.0      218.0    2119.0      192.0      9E   \n",
+       "155724  2013      3   21    1916.0       66.0    2053.0       23.0      9E   \n",
+       "155753  2013      3   21    1945.0      105.0    2049.0       69.0      UA   \n",
+       "155754  2013      3   21    1948.0      128.0    2224.0      100.0      DL   \n",
+       "155760  2013      3   21    1955.0      175.0    2248.0      173.0      AA   \n",
+       "155778  2013      3   21    2021.0       66.0    2256.0       48.0      B6   \n",
+       "155785  2013      3   21    2026.0       70.0    2252.0       45.0      UA   \n",
+       "155794  2013      3   21    2035.0       86.0    2143.0       81.0      EV   \n",
+       "155802  2013      3   21    2047.0       87.0    2150.0       50.0      AA   \n",
+       "155808  2013      3   21    2050.0      171.0    2346.0      172.0      B6   \n",
+       "155811  2013      3   21    2054.0       84.0       4.0       86.0      UA   \n",
+       "155820  2013      3   21    2059.0       63.0    2227.0       72.0      EV   \n",
+       "155821  2013      3   21    2100.0      270.0    2245.0      238.0      DL   \n",
+       "155828  2013      3   21    2108.0       88.0      12.0       87.0      B6   \n",
+       "155830  2013      3   21    2110.0      101.0    2318.0      108.0      EV   \n",
+       "155837  2013      3   21    2124.0       79.0    2349.0       96.0      EV   \n",
+       "155855  2013      3   21    2200.0       90.0    2309.0       75.0      UA   \n",
+       "155858  2013      3   21    2217.0       92.0    2321.0       62.0      9E   \n",
+       "155859  2013      3   21    2218.0       73.0    2328.0       71.0      EV   \n",
+       "155860  2013      3   21    2218.0       83.0    2354.0       64.0      MQ   \n",
+       "155861  2013      3   21    2220.0      185.0    2338.0      148.0      9E   \n",
+       "155863  2013      3   21    2240.0       62.0     126.0       57.0      B6   \n",
+       "155872  2013      3   21    2315.0      135.0     136.0      129.0      DL   \n",
+       "155873  2013      3   21    2348.0       63.0      42.0       48.0      B6   \n",
+       "155882  2013      3   22      37.0      172.0     321.0      167.0      B6   \n",
+       "156061  2013      3   22     820.0       97.0    1035.0       89.0      UA   \n",
+       "156076  2013      3   22     828.0       88.0    1049.0       89.0      EV   \n",
+       "156141  2013      3   22     935.0       66.0    1051.0       56.0      EV   \n",
+       "156147  2013      3   22     940.0       84.0    1131.0       78.0      EV   \n",
+       "156246  2013      3   22    1144.0      109.0    1411.0      111.0      MQ   \n",
+       "156321  2013      3   22    1319.0       69.0    1427.0       62.0      WN   \n",
+       "156332  2013      3   22    1337.0      112.0    1643.0      112.0      DL   \n",
+       "156370  2013      3   22    1425.0      128.0    1533.0      119.0      EV   \n",
+       "156380  2013      3   22    1439.0      100.0    1549.0       89.0      EV   \n",
+       "156415  2013      3   22    1508.0      309.0    1630.0      306.0      EV   \n",
+       "156442  2013      3   22    1530.0      115.0    2045.0      129.0      UA   \n",
+       "156468  2013      3   22    1557.0       61.0    1818.0       66.0      EV   \n",
+       "156475  2013      3   22    1601.0       66.0    1726.0       41.0      AA   \n",
+       "156522  2013      3   22    1641.0       78.0    1757.0       81.0      EV   \n",
+       "156543  2013      3   22    1657.0      107.0    2006.0      108.0      UA   \n",
+       "156546  2013      3   22    1659.0       64.0    1930.0       80.0      WN   \n",
+       "156555  2013      3   22    1705.0       65.0    1830.0       50.0      UA   \n",
+       "156565  2013      3   22    1719.0      134.0    1910.0      126.0      EV   \n",
+       "156578  2013      3   22    1732.0      179.0    1945.0      180.0      DL   \n",
+       "156588  2013      3   22    1738.0       83.0    1949.0       73.0      EV   \n",
+       "156593  2013      3   22    1742.0      122.0    1944.0      116.0      EV   \n",
+       "156596  2013      3   22    1745.0       74.0    1939.0       65.0      EV   \n",
+       "156616  2013      3   22    1807.0      134.0    2020.0      132.0      EV   \n",
+       "156630  2013      3   22    1821.0       61.0    1920.0       36.0      UA   \n",
+       "156639  2013      3   22    1829.0       69.0    1950.0       35.0      AA   \n",
+       "156645  2013      3   22    1836.0       67.0    2053.0       76.0      EV   \n",
+       "156649  2013      3   22    1839.0       87.0    2005.0       97.0      EV   \n",
+       "156650  2013      3   22    1841.0       81.0    2203.0       90.0      UA   \n",
+       "156662  2013      3   22    1853.0      188.0    2136.0      160.0      DL   \n",
+       "156670  2013      3   22    1856.0       87.0    2055.0       80.0      EV   \n",
+       "156681  2013      3   22    1903.0      119.0    2205.0      156.0      UA   \n",
+       "156692  2013      3   22    1913.0      179.0    2210.0      185.0      UA   \n",
+       "156693  2013      3   22    1914.0      161.0    2119.0      189.0      EV   \n",
+       "156694  2013      3   22    1914.0      109.0    2217.0       97.0      AA   \n",
+       "156709  2013      3   22    1928.0       63.0    2143.0       54.0      DL   \n",
+       "156721  2013      3   22    1941.0       61.0    2108.0       56.0      B6   \n",
+       "156722  2013      3   22    1942.0      132.0    2100.0      131.0      B6   \n",
+       "156732  2013      3   22    1957.0       88.0    2218.0       93.0      EV   \n",
+       "156744  2013      3   22    2007.0       67.0    2107.0       39.0      9E   \n",
+       "156747  2013      3   22    2009.0       64.0    2204.0       50.0      EV   \n",
+       "156757  2013      3   22    2022.0       73.0    2142.0       80.0      EV   \n",
+       "156768  2013      3   22    2030.0       61.0    2251.0       54.0      EV   \n",
+       "156769  2013      3   22    2030.0       90.0    2235.0       90.0      EV   \n",
+       "156775  2013      3   22    2037.0      103.0    2330.0       90.0      UA   \n",
+       "156776  2013      3   22    2038.0      188.0    2323.0      175.0      DL   \n",
+       "156777  2013      3   22    2039.0       64.0    2324.0       77.0      EV   \n",
+       "156778  2013      3   22    2039.0      139.0    2359.0      129.0      AA   \n",
+       "156789  2013      3   22    2047.0      127.0    2206.0      106.0      MQ   \n",
+       "156792  2013      3   22    2048.0       79.0    2321.0      104.0      EV   \n",
+       "156799  2013      3   22    2056.0      121.0       3.0      129.0      UA   \n",
+       "156801  2013      3   22    2101.0       88.0    2319.0       98.0      EV   \n",
+       "156806  2013      3   22    2112.0       67.0    2221.0       72.0      EV   \n",
+       "156812  2013      3   22    2124.0      101.0    2243.0      110.0      EV   \n",
+       "156820  2013      3   22    2133.0      118.0      18.0       99.0      DL   \n",
+       "156828  2013      3   22    2152.0      107.0       2.0      109.0      EV   \n",
+       "156833  2013      3   22    2201.0       61.0      50.0       49.0      UA   \n",
+       "156834  2013      3   22    2203.0      123.0      43.0      101.0      UA   \n",
+       "156835  2013      3   22    2205.0       65.0       3.0       77.0      EV   \n",
+       "156839  2013      3   22    2229.0       89.0      18.0       81.0      EV   \n",
+       "156840  2013      3   22    2234.0       89.0      14.0       75.0      EV   \n",
+       "156849  2013      3   22    2302.0       67.0     148.0       60.0      B6   \n",
+       "156859  2013      3   23      18.0      183.0     300.0      182.0      B6   \n",
+       "157028  2013      3   23     855.0       86.0    1038.0       86.0      EV   \n",
+       "157064  2013      3   23     927.0      177.0    1529.0        NaN      WN   \n",
+       "157070  2013      3   23     934.0      131.0    1307.0      105.0      UA   \n",
+       "157075  2013      3   23     940.0       65.0    1402.0      132.0      AA   \n",
+       "157083  2013      3   23     955.0      105.0    1204.0      129.0      MQ   \n",
+       "157085  2013      3   23     957.0      235.0    1337.0      277.0      UA   \n",
+       "157103  2013      3   23    1028.0      113.0    1254.0      109.0      WN   \n",
+       "157117  2013      3   23    1050.0      215.0    1228.0      192.0      DL   \n",
+       "157122  2013      3   23    1055.0      115.0    1323.0      117.0      DL   \n",
+       "157143  2013      3   23    1142.0       72.0    1509.0       74.0      AA   \n",
+       "157151  2013      3   23    1146.0      111.0    1259.0       99.0      EV   \n",
+       "157168  2013      3   23    1200.0      170.0    1334.0      161.0      B6   \n",
+       "157214  2013      3   23    1312.0      257.0    1507.0      241.0      9E   \n",
+       "157246  2013      3   23    1358.0       68.0    1518.0       67.0      B6   \n",
+       "157292  2013      3   23    1459.0      144.0    1637.0      142.0      MQ   \n",
+       "157308  2013      3   23    1521.0      121.0    1914.0      166.0      UA   \n",
+       "157355  2013      3   23    1604.0       69.0    1803.0       92.0      9E   \n",
+       "157357  2013      3   23    1604.0       64.0    1745.0       65.0      WN   \n",
+       "157361  2013      3   23    1607.0       68.0    1900.0      109.0      B6   \n",
+       "157362  2013      3   23    1608.0       63.0    1841.0       79.0      UA   \n",
+       "157373  2013      3   23    1621.0      111.0    1949.0      134.0      AA   \n",
+       "157378  2013      3   23    1633.0       63.0    2016.0       81.0      AA   \n",
+       "157389  2013      3   23    1641.0       69.0    1948.0       64.0      UA   \n",
+       "157391  2013      3   23    1644.0       64.0    1948.0      108.0      WN   \n",
+       "157392  2013      3   23    1645.0      138.0    1827.0      123.0      EV   \n",
+       "157396  2013      3   23    1650.0       89.0    1940.0      113.0      UA   \n",
+       "157402  2013      3   23    1655.0       70.0    1914.0       65.0      EV   \n",
+       "157413  2013      3   23    1706.0       76.0    2032.0       94.0      9E   \n",
+       "157418  2013      3   23    1707.0       69.0    1834.0       66.0      B6   \n",
+       "157420  2013      3   23    1707.0       61.0    1953.0       87.0      UA   \n",
+       "157446  2013      3   23    1740.0      228.0    2027.0      254.0      DL   \n",
+       "157450  2013      3   23    1744.0      124.0    2041.0      100.0      DL   \n",
+       "157467  2013      3   23    1818.0      138.0    2121.0      159.0      DL   \n",
+       "157474  2013      3   23    1824.0       64.0    2127.0       47.0      AA   \n",
+       "157483  2013      3   23    1836.0      146.0    2030.0      152.0      9E   \n",
+       "157487  2013      3   23    1838.0      150.0    2042.0      150.0      9E   \n",
+       "157495  2013      3   23    1852.0      187.0    2112.0      194.0      EV   \n",
+       "157498  2013      3   23    1853.0      263.0    2141.0      276.0      UA   \n",
+       "157510  2013      3   23    1906.0      121.0    2207.0      117.0      AA   \n",
+       "157512  2013      3   23    1908.0       93.0    2237.0      155.0      DL   \n",
+       "157514  2013      3   23    1910.0      125.0    2051.0      141.0      MQ   \n",
+       "157518  2013      3   23    1914.0       75.0    2155.0       61.0      B6   \n",
+       "157524  2013      3   23    1921.0       81.0    2227.0       78.0      B6   \n",
+       "157525  2013      3   23    1923.0      108.0    2033.0       89.0      EV   \n",
+       "157554  2013      3   23    2003.0      123.0    2322.0      144.0      B6   \n",
+       "157556  2013      3   23    2005.0       70.0    2308.0       65.0      DL   \n",
+       "157558  2013      3   23    2010.0       70.0    2312.0       49.0      DL   \n",
+       "157565  2013      3   23    2025.0       85.0    2246.0       76.0      DL   \n",
+       "157568  2013      3   23    2029.0      179.0    2250.0      173.0      F9   \n",
+       "157572  2013      3   23    2038.0       73.0    2254.0       88.0      9E   \n",
+       "157583  2013      3   23    2101.0       86.0    2348.0       82.0      UA   \n",
+       "157600  2013      3   23    2201.0       62.0      37.0       77.0      B6   \n",
+       "157601  2013      3   23    2203.0      168.0    2339.0      151.0      9E   \n",
+       "157603  2013      3   23    2221.0      116.0     101.0      105.0      UA   \n",
+       "157605  2013      3   23    2227.0      123.0     139.0      119.0      B6   \n",
+       "157608  2013      3   23    2244.0      150.0     137.0      132.0      UA   \n",
+       "157613  2013      3   23    2259.0      179.0      15.0      164.0      UA   \n",
+       "157614  2013      3   23    2301.0       86.0    2400.0       75.0      EV   \n",
+       "157615  2013      3   23    2308.0      103.0      18.0       98.0      MQ   \n",
+       "157616  2013      3   23    2309.0       91.0     158.0       89.0      B6   \n",
+       "157617  2013      3   23    2310.0      160.0      30.0      146.0      FL   \n",
+       "157620  2013      3   23    2321.0      171.0      46.0      176.0      WN   \n",
+       "157626  2013      3   24       2.0      190.0     149.0      155.0      EV   \n",
+       "157628  2013      3   24      19.0       94.0     124.0       88.0      B6   \n",
+       "157629  2013      3   24      36.0      161.0     332.0      164.0      B6   \n",
+       "157707  2013      3   24     732.0       82.0     948.0       62.0      UA   \n",
+       "157806  2013      3   24     901.0      201.0    1204.0      194.0      AA   \n",
+       "157831  2013      3   24     933.0       78.0    1132.0       47.0      DL   \n",
+       "157856  2013      3   24    1002.0       92.0    1226.0       93.0      EV   \n",
+       "157881  2013      3   24    1033.0       83.0    1323.0       70.0      DL   \n",
+       "157956  2013      3   24    1227.0       72.0    1601.0      105.0      DL   \n",
+       "157962  2013      3   24    1235.0       80.0    1556.0       91.0      AA   \n",
+       "157969  2013      3   24    1248.0       63.0    1644.0      113.0      DL   \n",
+       "157971  2013      3   24    1254.0       79.0    1611.0       84.0      DL   \n",
+       "157980  2013      3   24    1300.0       90.0    1631.0      130.0      DL   \n",
+       "157998  2013      3   24    1325.0      105.0    1637.0      112.0      AA   \n",
+       "157999  2013      3   24    1327.0      112.0    1714.0      145.0      DL   \n",
+       "158014  2013      3   24    1340.0       65.0    1526.0       71.0      MQ   \n",
+       "158018  2013      3   24    1344.0       99.0    1449.0       92.0      EV   \n",
+       "158034  2013      3   24    1403.0       82.0    1643.0       93.0      EV   \n",
+       "158043  2013      3   24    1414.0       74.0    1622.0      117.0      WN   \n",
+       "158051  2013      3   24    1425.0       65.0    1626.0       53.0      EV   \n",
+       "158102  2013      3   24    1518.0      110.0    1604.0      100.0      EV   \n",
+       "158115  2013      3   24    1532.0      332.0    1717.0      340.0      UA   \n",
+       "158126  2013      3   24    1543.0       68.0    1738.0       68.0      EV   \n",
+       "158135  2013      3   24    1549.0       73.0    1737.0       85.0      EV   \n",
+       "158163  2013      3   24    1606.0       66.0    1719.0       41.0      9E   \n",
+       "158201  2013      3   24    1640.0      105.0    2021.0      116.0      AA   \n",
+       "158205  2013      3   24    1643.0       78.0    1916.0       42.0      UA   \n",
+       "158208  2013      3   24    1649.0      159.0    1824.0      149.0      MQ   \n",
+       "158223  2013      3   24    1706.0      141.0    2000.0      136.0      B6   \n",
+       "158236  2013      3   24    1720.0      146.0    1828.0      149.0      EV   \n",
+       "158264  2013      3   24    1747.0      119.0    1949.0      118.0      EV   \n",
+       "158272  2013      3   24    1753.0      173.0    1946.0      171.0      MQ   \n",
+       "158287  2013      3   24    1806.0      111.0    1952.0       80.0      DL   \n",
+       "158295  2013      3   24    1813.0      130.0    1926.0      130.0      EV   \n",
+       "158306  2013      3   24    1826.0      191.0    1945.0      197.0      EV   \n",
+       "158308  2013      3   24    1827.0      102.0    1935.0       92.0      EV   \n",
+       "158310  2013      3   24    1829.0      119.0    1941.0      124.0      EV   \n",
+       "158318  2013      3   24    1834.0       89.0    1934.0       64.0      MQ   \n",
+       "158323  2013      3   24    1840.0       64.0    2133.0       64.0      B6   \n",
+       "158332  2013      3   24    1850.0       75.0    2054.0       51.0      DL   \n",
+       "158352  2013      3   24    1911.0       72.0    2202.0       68.0      B6   \n",
+       "158353  2013      3   24    1911.0       61.0    2250.0       80.0      AA   \n",
+       "158365  2013      3   24    1925.0      115.0    2217.0      109.0      DL   \n",
+       "158366  2013      3   24    1925.0       92.0    2206.0       82.0      B6   \n",
+       "158386  2013      3   24    1954.0       74.0    2119.0       67.0      B6   \n",
+       "158395  2013      3   24    2001.0       84.0    2204.0       92.0      EV   \n",
+       "158397  2013      3   24    2002.0       87.0    2214.0       90.0      DL   \n",
+       "158406  2013      3   24    2013.0       73.0    2214.0       52.0      9E   \n",
+       "158415  2013      3   24    2018.0       83.0    2204.0       73.0      9E   \n",
+       "158416  2013      3   24    2018.0      218.0    2220.0      203.0      9E   \n",
+       "158419  2013      3   24    2021.0      126.0    2228.0      112.0      9E   \n",
+       "158426  2013      3   24    2027.0       69.0    2325.0       69.0      UA   \n",
+       "158435  2013      3   24    2040.0       71.0    2252.0       82.0      EV   \n",
+       "158438  2013      3   24    2045.0       76.0    2231.0       54.0      EV   \n",
+       "158441  2013      3   24    2048.0       79.0       4.0       81.0      DL   \n",
+       "158446  2013      3   24    2054.0      114.0       9.0      103.0      DL   \n",
+       "158458  2013      3   24    2106.0       69.0    2222.0       67.0      EV   \n",
+       "158460  2013      3   24    2109.0       69.0    2214.0       57.0      US   \n",
+       "158464  2013      3   24    2119.0       64.0       8.0       60.0      UA   \n",
+       "158465  2013      3   24    2121.0       81.0      42.0       94.0      UA   \n",
+       "158469  2013      3   24    2125.0       70.0    2331.0       52.0      9E   \n",
+       "158470  2013      3   24    2126.0      177.0    2329.0      175.0      EV   \n",
+       "158472  2013      3   24    2126.0       95.0      32.0       63.0      B6   \n",
+       "158475  2013      3   24    2129.0      114.0      32.0       76.0      B6   \n",
+       "158476  2013      3   24    2130.0      185.0    2400.0      191.0      DL   \n",
+       "158479  2013      3   24    2136.0       71.0     119.0       53.0      UA   \n",
+       "158482  2013      3   24    2147.0      138.0     121.0      154.0      DL   \n",
+       "158491  2013      3   24    2159.0      135.0    2305.0      132.0      EV   \n",
+       "158494  2013      3   24    2203.0       63.0    2331.0       45.0      EV   \n",
+       "158496  2013      3   24    2213.0      133.0      20.0      132.0      EV   \n",
+       "158497  2013      3   24    2215.0       90.0     101.0       64.0      B6   \n",
+       "158499  2013      3   24    2222.0      167.0     107.0      148.0      DL   \n",
+       "158504  2013      3   24    2252.0      226.0      13.0      214.0      EV   \n",
+       "158505  2013      3   24    2253.0      408.0     144.0      402.0      UA   \n",
+       "158507  2013      3   24    2259.0      179.0     218.0      163.0      UA   \n",
+       "158509  2013      3   24    2300.0       61.0     146.0       50.0      B6   \n",
+       "158511  2013      3   24    2306.0      206.0     153.0      188.0      B6   \n",
+       "158513  2013      3   24    2317.0       97.0      30.0       85.0      B6   \n",
+       "158514  2013      3   24    2319.0      194.0     109.0      176.0      EV   \n",
+       "158515  2013      3   24    2322.0      227.0     158.0      218.0      EV   \n",
+       "158516  2013      3   24    2325.0      110.0      28.0      103.0      EV   \n",
+       "158518  2013      3   24    2357.0      126.0      44.0      105.0      UA   \n",
+       "158532  2013      3   25      27.0      262.0     313.0      223.0      VX   \n",
+       "158627  2013      3   25     704.0       64.0    1036.0       85.0      UA   \n",
+       "158633  2013      3   25     710.0       70.0    1013.0       72.0      B6   \n",
+       "158733  2013      3   25     842.0      102.0    1146.0       81.0      UA   \n",
+       "158737  2013      3   25     847.0       77.0    1136.0       56.0      AA   \n",
+       "158820  2013      3   25    1017.0       66.0    1343.0       83.0      UA   \n",
+       "158851  2013      3   25    1105.0      143.0    1319.0      145.0      EV   \n",
+       "158885  2013      3   25    1146.0       91.0    1358.0      102.0      US   \n",
+       "158900  2013      3   25    1200.0      115.0    1328.0      128.0      EV   \n",
+       "158902  2013      3   25    1203.0       67.0    1317.0       62.0      EV   \n",
+       "158908  2013      3   25    1215.0       75.0    1319.0       65.0      US   \n",
+       "158911  2013      3   25    1219.0      169.0    1435.0      155.0      9E   \n",
+       "158921  2013      3   25    1242.0       77.0    1405.0       38.0      EV   \n",
+       "158923  2013      3   25    1244.0      274.0    1447.0      292.0      MQ   \n",
+       "158941  2013      3   25    1304.0       80.0    1557.0       73.0      UA   \n",
+       "158969  2013      3   25    1351.0       76.0    1609.0      114.0      MQ   \n",
+       "158973  2013      3   25    1358.0       86.0    1552.0       83.0      EV   \n",
+       "158976  2013      3   25    1401.0       91.0    1519.0       84.0      WN   \n",
+       "158977  2013      3   25    1402.0       62.0    1518.0       71.0      US   \n",
+       "158980  2013      3   25    1403.0       76.0    1643.0       87.0      EV   \n",
+       "158982  2013      3   25    1406.0       76.0    1714.0       84.0      B6   \n",
+       "159016  2013      3   25    1454.0       94.0    1808.0      111.0      B6   \n",
+       "159021  2013      3   25    1457.0       88.0    1657.0       75.0      EV   \n",
+       "159029  2013      3   25    1503.0       73.0    1800.0       62.0      UA   \n",
+       "159032  2013      3   25    1506.0      126.0    1712.0      111.0      EV   \n",
+       "159040  2013      3   25    1517.0       78.0    1717.0       77.0      EV   \n",
+       "159043  2013      3   25    1518.0       63.0    1655.0       48.0      EV   \n",
+       "159052  2013      3   25    1528.0       83.0    1643.0       70.0      EV   \n",
+       "159055  2013      3   25    1530.0      390.0    1824.0      370.0      UA   \n",
+       "159065  2013      3   25    1543.0      114.0    1648.0      111.0      EV   \n",
+       "159080  2013      3   25    1559.0       84.0    1724.0       72.0      UA   \n",
+       "159085  2013      3   25    1601.0       76.0    1812.0       85.0      US   \n",
+       "159086  2013      3   25    1602.0       63.0    1814.0       63.0      B6   \n",
+       "159087  2013      3   25    1602.0       77.0    1738.0       94.0      9E   \n",
+       "159091  2013      3   25    1608.0       68.0    1718.0       59.0      US   \n",
+       "159101  2013      3   25    1620.0       75.0    1748.0       54.0      EV   \n",
+       "159108  2013      3   25    1628.0       99.0    1754.0       89.0      EV   \n",
+       "159124  2013      3   25    1647.0      111.0    1754.0      111.0      EV   \n",
+       "159125  2013      3   25    1649.0      129.0    1811.0      121.0      FL   \n",
+       "159128  2013      3   25    1653.0       68.0    1855.0       52.0      DL   \n",
+       "159129  2013      3   25    1653.0       90.0    1753.0       77.0      EV   \n",
+       "159136  2013      3   25    1659.0       79.0    1803.0       54.0      EV   \n",
+       "159138  2013      3   25    1700.0      124.0    1838.0       86.0      EV   \n",
+       "159150  2013      3   25    1718.0      109.0    1823.0       90.0      EV   \n",
+       "159152  2013      3   25    1719.0      109.0    1849.0       84.0      MQ   \n",
+       "159155  2013      3   25    1722.0       74.0    1901.0       46.0      9E   \n",
+       "159168  2013      3   25    1732.0       62.0    1925.0       38.0      DL   \n",
+       "159170  2013      3   25    1735.0      100.0    1953.0       52.0      DL   \n",
+       "159174  2013      3   25    1738.0       95.0    1842.0       86.0      EV   \n",
+       "159180  2013      3   25    1750.0      117.0    1945.0       97.0      EV   \n",
+       "159184  2013      3   25    1757.0      117.0    2040.0       69.0      DL   \n",
+       "159189  2013      3   25    1800.0       85.0    1914.0       64.0      MQ   \n",
+       "159190  2013      3   25    1801.0      203.0    2050.0      199.0      UA   \n",
+       "159201  2013      3   25    1818.0       93.0    2035.0       78.0      EV   \n",
+       "159207  2013      3   25    1825.0      160.0    2039.0      135.0      DL   \n",
+       "159211  2013      3   25    1826.0       86.0    2042.0       78.0      DL   \n",
+       "159218  2013      3   25    1832.0      102.0    2014.0       79.0      EV   \n",
+       "159221  2013      3   25    1834.0      159.0    2024.0      134.0      WN   \n",
+       "159223  2013      3   25    1836.0       67.0    2136.0       47.0      AA   \n",
+       "159225  2013      3   25    1840.0       95.0    2110.0       60.0      AA   \n",
+       "159226  2013      3   25    1841.0       96.0    1957.0       87.0      MQ   \n",
+       "159229  2013      3   25    1843.0      178.0    2134.0      158.0      DL   \n",
+       "159233  2013      3   25    1848.0      148.0    2030.0       87.0      US   \n",
+       "159237  2013      3   25    1852.0      232.0    2046.0      196.0      UA   \n",
+       "159239  2013      3   25    1853.0      114.0    2002.0      101.0      EV   \n",
+       "159241  2013      3   25    1853.0       83.0    2043.0       80.0      US   \n",
+       "159250  2013      3   25    1858.0       69.0    2045.0       66.0      EV   \n",
+       "159253  2013      3   25    1900.0      117.0    2019.0      110.0      B6   \n",
+       "159255  2013      3   25    1903.0      185.0    1959.0      151.0      B6   \n",
+       "159256  2013      3   25    1904.0      159.0    2118.0      143.0      MQ   \n",
+       "159257  2013      3   25    1904.0       94.0    2142.0       51.0      UA   \n",
+       "159260  2013      3   25    1906.0       81.0    2049.0       80.0      B6   \n",
+       "159262  2013      3   25    1908.0       68.0    2038.0       84.0      B6   \n",
+       "159264  2013      3   25    1912.0      313.0    2150.0      318.0      DL   \n",
+       "159268  2013      3   25    1914.0      114.0    2217.0       97.0      AA   \n",
+       "159271  2013      3   25    1920.0      104.0    2214.0      105.0      B6   \n",
+       "159272  2013      3   25    1920.0      142.0    2238.0      151.0      B6   \n",
+       "159282  2013      3   25    1931.0      126.0    2217.0      101.0      DL   \n",
+       "159286  2013      3   25    1937.0       98.0    2244.0      110.0      B6   \n",
+       "159287  2013      3   25    1937.0      132.0    2041.0      126.0      EV   \n",
+       "159290  2013      3   25    1940.0      345.0    2050.0      337.0      EV   \n",
+       "159295  2013      3   25    1943.0       88.0    2152.0       67.0      DL   \n",
+       "159302  2013      3   25    1953.0      170.0    2129.0      157.0      EV   \n",
+       "159304  2013      3   25    1954.0      168.0    2306.0      170.0      B6   \n",
+       "159308  2013      3   25    1955.0      156.0    2255.0      147.0      UA   \n",
+       "159317  2013      3   25    2009.0      174.0    2300.0      175.0      WN   \n",
+       "159320  2013      3   25    2015.0       70.0    2245.0       20.0      AA   \n",
+       "159324  2013      3   25    2017.0      112.0    2236.0      101.0      WN   \n",
+       "159326  2013      3   25    2021.0      341.0    2325.0      332.0      DL   \n",
+       "159328  2013      3   25    2026.0      126.0    2306.0       76.0      AA   \n",
+       "159332  2013      3   25    2029.0      120.0    2202.0       90.0      US   \n",
+       "159337  2013      3   25    2036.0      106.0    2158.0       68.0      AA   \n",
+       "159338  2013      3   25    2037.0       82.0    2329.0       81.0      B6   \n",
+       "159340  2013      3   25    2040.0      160.0    2156.0      159.0      B6   \n",
+       "159341  2013      3   25    2040.0       65.0    2235.0       28.0      EV   \n",
+       "159347  2013      3   25    2047.0       64.0    2153.0       60.0      EV   \n",
+       "159348  2013      3   25    2047.0      187.0    2209.0      164.0      WN   \n",
+       "159353  2013      3   25    2052.0      111.0    2156.0       75.0      UA   \n",
+       "159354  2013      3   25    2053.0      153.0    2322.0      107.0      AS   \n",
+       "159355  2013      3   25    2054.0      115.0    2256.0       91.0      FL   \n",
+       "159356  2013      3   25    2055.0      105.0    2336.0       81.0      AA   \n",
+       "159363  2013      3   25    2059.0      103.0      49.0        NaN      UA   \n",
+       "159364  2013      3   25    2102.0      182.0    2209.0      164.0      WN   \n",
+       "159365  2013      3   25    2103.0       90.0    2258.0       77.0      EV   \n",
+       "159366  2013      3   25    2104.0       94.0    2250.0       81.0      9E   \n",
+       "159369  2013      3   25    2111.0       71.0    2243.0       67.0      EV   \n",
+       "159370  2013      3   25    2114.0       74.0      30.0       91.0      B6   \n",
+       "159374  2013      3   25    2124.0      115.0    2328.0       91.0      EV   \n",
+       "159375  2013      3   25    2125.0      135.0      23.0      115.0      B6   \n",
+       "159381  2013      3   25    2128.0       83.0    2215.0       66.0      EV   \n",
+       "159392  2013      3   25    2143.0      134.0    2336.0      119.0      EV   \n",
+       "159394  2013      3   25    2145.0       70.0      42.0       61.0      UA   \n",
+       "159398  2013      3   25    2156.0      116.0      54.0      114.0      B6   \n",
+       "159399  2013      3   25    2159.0       89.0    2312.0       82.0      WN   \n",
+       "159402  2013      3   25    2212.0      112.0     111.0      104.0      B6   \n",
+       "159403  2013      3   25    2214.0      164.0    2317.0      132.0      EV   \n",
+       "159405  2013      3   25    2221.0      161.0     117.0      152.0      B6   \n",
+       "159406  2013      3   25    2228.0      108.0     103.0       80.0      B6   \n",
+       "159408  2013      3   25    2232.0       93.0      57.0       97.0      B6   \n",
+       "159414  2013      3   25    2252.0      196.0    2354.0      174.0      EV   \n",
+       "159416  2013      3   25    2258.0       63.0     150.0       69.0      B6   \n",
+       "159418  2013      3   25    2327.0      102.0     307.0       95.0      B6   \n",
+       "159420  2013      3   25    2348.0       63.0      48.0       54.0      B6   \n",
+       "159509  2013      3   26      18.0      160.0     310.0      161.0      B6   \n",
+       "159511  2013      3   26     118.0      148.0     223.0      138.0      B6   \n",
+       "159689  2013      3   26     815.0       75.0    1052.0       81.0      DL   \n",
+       "159706  2013      3   26     827.0       82.0    1131.0       66.0      B6   \n",
+       "159722  2013      3   26     846.0      151.0    1045.0      147.0      EV   \n",
+       "159748  2013      3   26     901.0       64.0    1038.0       53.0      9E   \n",
+       "159771  2013      3   26     932.0       76.0    1116.0       63.0      EV   \n",
+       "159806  2013      3   26    1009.0      109.0    1115.0       91.0      9E   \n",
+       "159807  2013      3   26    1010.0       75.0    1147.0       39.0      EV   \n",
+       "159861  2013      3   26    1119.0      157.0    1302.0      128.0      EV   \n",
+       "159877  2013      3   26    1140.0      131.0    1327.0      112.0      EV   \n",
+       "159969  2013      3   26    1342.0       70.0    1535.0       66.0      EV   \n",
+       "160018  2013      3   26    1438.0       95.0    1707.0       57.0      UA   \n",
+       "160190  2013      3   26    1658.0       63.0    1857.0       47.0      WN   \n",
+       "160208  2013      3   26    1719.0       71.0    1842.0       27.0      9E   \n",
+       "160221  2013      3   26    1729.0      173.0    1858.0      166.0      EV   \n",
+       "160232  2013      3   26    1737.0      117.0    1938.0      110.0      EV   \n",
+       "160265  2013      3   26    1812.0       73.0    1932.0       71.0      EV   \n",
+       "160269  2013      3   26    1814.0      154.0    1930.0      141.0      EV   \n",
+       "160328  2013      3   26    1906.0       97.0    2110.0       93.0      EV   \n",
+       "160329  2013      3   26    1906.0      155.0    2033.0      143.0      EV   \n",
+       "160449  2013      3   26    2142.0      133.0    2355.0      118.0      EV   \n",
+       "160453  2013      3   26    2145.0       75.0    2339.0       48.0      EV   \n",
+       "160462  2013      3   26    2202.0       76.0    2306.0       52.0      EV   \n",
+       "160464  2013      3   26    2212.0      167.0     102.0      139.0      DL   \n",
+       "160466  2013      3   26    2235.0       96.0      38.0       78.0      B6   \n",
+       "160473  2013      3   26    2332.0      147.0     108.0      129.0      EV   \n",
+       "160827  2013      3   27    1122.0      178.0    1244.0      150.0      EV   \n",
+       "160840  2013      3   27    1134.0       65.0    1357.0       49.0      DL   \n",
+       "160855  2013      3   27    1153.0      310.0    1359.0      293.0      UA   \n",
+       "160884  2013      3   27    1232.0       82.0    1420.0       65.0      DL   \n",
+       "160922  2013      3   27    1319.0      164.0    1517.0      154.0      EV   \n",
+       "160924  2013      3   27    1321.0      326.0    1514.0      296.0      9E   \n",
+       "160932  2013      3   27    1325.0       85.0    1433.0       79.0      EV   \n",
+       "160934  2013      3   27    1328.0      161.0    1621.0      161.0      UA   \n",
+       "160971  2013      3   27    1420.0      106.0    1530.0       92.0      EV   \n",
+       "161063  2013      3   27    1541.0      116.0    1820.0      110.0      B6   \n",
+       "161106  2013      3   27    1613.0       93.0    1959.0      126.0      DL   \n",
+       "161114  2013      3   27    1617.0      115.0    1900.0      105.0      UA   \n",
+       "161135  2013      3   27    1640.0       85.0    1810.0       70.0      MQ   \n",
+       "161191  2013      3   27    1726.0       71.0    1932.0       56.0      EV   \n",
+       "161202  2013      3   27    1732.0      122.0    1924.0      119.0      MQ   \n",
+       "161217  2013      3   27    1751.0       66.0    2009.0       52.0      EV   \n",
+       "161255  2013      3   27    1829.0      180.0    2057.0      162.0      UA   \n",
+       "161258  2013      3   27    1831.0       61.0    2124.0       56.0      DL   \n",
+       "161273  2013      3   27    1846.0       71.0    2110.0       55.0      B6   \n",
+       "161282  2013      3   27    1854.0      126.0    2003.0      117.0      EV   \n",
+       "161323  2013      3   27    1928.0       98.0    2220.0       75.0      UA   \n",
+       "161334  2013      3   27    1938.0       69.0    2136.0       51.0      EV   \n",
+       "161357  2013      3   27    1958.0      153.0    2300.0      140.0      AA   \n",
+       "161376  2013      3   27    2013.0      133.0    2123.0      103.0      UA   \n",
+       "161385  2013      3   27    2024.0      319.0    2216.0      312.0      EV   \n",
+       "161453  2013      3   27    2255.0      100.0    2348.0       94.0      EV   \n",
+       "161459  2013      3   28       4.0       74.0     121.0       76.0      B6   \n",
+       "161593  2013      3   28     748.0       98.0     854.0       88.0      EV   \n",
+       "161596  2013      3   28     750.0       80.0     946.0       59.0      EV   \n",
+       "161643  2013      3   28     825.0      115.0     936.0      107.0      EV   \n",
+       "161679  2013      3   28     852.0       67.0    1106.0       55.0      DL   \n",
+       "161712  2013      3   28     919.0      144.0    1121.0      118.0      B6   \n",
+       "161727  2013      3   28     936.0       74.0    1151.0       66.0      EV   \n",
+       "161730  2013      3   28     939.0       72.0    1309.0       53.0      B6   \n",
+       "161773  2013      3   28    1034.0      149.0    1311.0      125.0      DL   \n",
+       "161777  2013      3   28    1038.0       88.0    1205.0       72.0      B6   \n",
+       "161785  2013      3   28    1051.0       67.0    1215.0       37.0      EV   \n",
+       "161827  2013      3   28    1143.0      102.0    1338.0       76.0      EV   \n",
+       "161860  2013      3   28    1222.0      242.0    1403.0      226.0      EV   \n",
+       "161870  2013      3   28    1244.0      132.0    1418.0      127.0      EV   \n",
+       "161921  2013      3   28    1345.0      100.0    1633.0       82.0      B6   \n",
+       "161926  2013      3   28    1351.0       61.0    1459.0       48.0      B6   \n",
+       "161942  2013      3   28    1409.0      114.0    1648.0       92.0      B6   \n",
+       "161962  2013      3   28    1437.0      128.0    1547.0      114.0      EV   \n",
+       "161973  2013      3   28    1445.0      106.0    1557.0       97.0      EV   \n",
+       "161994  2013      3   28    1500.0      205.0    1801.0      192.0      DL   \n",
+       "162001  2013      3   28    1504.0      139.0    1755.0      125.0      AA   \n",
+       "162028  2013      3   28    1532.0       65.0    1714.0       48.0      EV   \n",
+       "162067  2013      3   28    1601.0       86.0    1919.0       95.0      B6   \n",
+       "162072  2013      3   28    1605.0       75.0    1912.0       77.0      AA   \n",
+       "162080  2013      3   28    1610.0       74.0    1812.0       60.0      EV   \n",
+       "162090  2013      3   28    1617.0       82.0    1841.0       72.0      B6   \n",
+       "162105  2013      3   28    1630.0      155.0    1755.0      162.0      EV   \n",
+       "162111  2013      3   28    1636.0       67.0    1747.0       54.0      EV   \n",
+       "162117  2013      3   28    1642.0       67.0    1850.0       43.0      9E   \n",
+       "162123  2013      3   28    1648.0      122.0    1938.0      114.0      UA   \n",
+       "162128  2013      3   28    1654.0      118.0    1754.0      111.0      EV   \n",
+       "162184  2013      3   28    1736.0      144.0    2021.0      116.0      UA   \n",
+       "162191  2013      3   28    1743.0       69.0    2031.0       65.0      UA   \n",
+       "162195  2013      3   28    1749.0       79.0    1926.0       53.0      B6   \n",
+       "162197  2013      3   28    1751.0       96.0    1936.0       64.0      DL   \n",
+       "162200  2013      3   28    1753.0       99.0    2046.0      101.0      UA   \n",
+       "162211  2013      3   28    1801.0       61.0    2029.0       39.0      AA   \n",
+       "162248  2013      3   28    1841.0       89.0    1955.0       87.0      EV   \n",
+       "162288  2013      3   28    1912.0       72.0    2102.0       64.0      EV   \n",
+       "162334  2013      3   28    1957.0       62.0    2114.0       23.0      9E   \n",
+       "162344  2013      3   28    2006.0       61.0    2156.0       42.0      EV   \n",
+       "162348  2013      3   28    2009.0       70.0    2130.0       71.0      EV   \n",
+       "162352  2013      3   28    2012.0       62.0    2252.0       21.0      DL   \n",
+       "162355  2013      3   28    2014.0       69.0    2148.0       70.0      EV   \n",
+       "162405  2013      3   28    2126.0       87.0    2301.0       77.0      MQ   \n",
+       "162419  2013      3   28    2209.0       69.0    2301.0       46.0      US   \n",
+       "162422  2013      3   28    2218.0       79.0      13.0       53.0      B6   \n",
+       "162431  2013      3   28    2255.0       61.0    2348.0       55.0      EV   \n",
+       "162432  2013      3   28    2304.0      109.0    2356.0      102.0      EV   \n",
+       "162597  2013      3   29     803.0       93.0    1027.0       82.0      EV   \n",
+       "162618  2013      3   29     816.0       76.0    1129.0       78.0      UA   \n",
+       "162620  2013      3   29     818.0       78.0    1139.0       91.0      UA   \n",
+       "162657  2013      3   29     851.0       75.0    1210.0       55.0      B6   \n",
+       "162691  2013      3   29     921.0       73.0    1035.0       72.0      EV   \n",
+       "162694  2013      3   29     924.0       89.0    1125.0       67.0      9E   \n",
+       "162796  2013      3   29    1137.0      225.0    1514.0      207.0      UA   \n",
+       "162804  2013      3   29    1142.0       87.0    1331.0       75.0      US   \n",
+       "162934  2013      3   29    1430.0       90.0    1715.0       79.0      DL   \n",
+       "162961  2013      3   29    1453.0       68.0    1756.0       80.0      B6   \n",
+       "163138  2013      3   29    1723.0       83.0    1841.0       77.0      YV   \n",
+       "163146  2013      3   29    1730.0      160.0    1852.0      132.0      MQ   \n",
+       "163149  2013      3   29    1732.0      166.0    2016.0      152.0      UA   \n",
+       "163163  2013      3   29    1743.0      113.0    2115.0       85.0      AA   \n",
+       "163165  2013      3   29    1747.0       62.0    2043.0       38.0      AA   \n",
+       "163173  2013      3   29    1752.0      104.0    1914.0       59.0      9E   \n",
+       "163176  2013      3   29    1757.0      147.0    2128.0      126.0      DL   \n",
+       "163183  2013      3   29    1806.0       81.0    2042.0       85.0      EV   \n",
+       "163218  2013      3   29    1841.0       76.0    2125.0       45.0      AA   \n",
+       "163244  2013      3   29    1901.0       76.0    2218.0       58.0      AA   \n",
+       "163256  2013      3   29    1911.0       61.0    2221.0       51.0      AA   \n",
+       "163264  2013      3   29    1917.0      200.0    2109.0      195.0      9E   \n",
+       "163290  2013      3   29    1933.0      153.0    2209.0      139.0      AA   \n",
+       "163336  2013      3   29    2032.0       92.0    2331.0       51.0      DL   \n",
+       "163379  2013      3   29    2119.0      389.0    2310.0      376.0      DL   \n",
+       "163391  2013      3   29    2150.0      111.0    2320.0       96.0      MQ   \n",
+       "163400  2013      3   29    2233.0      118.0      41.0       81.0      EV   \n",
+       "163493  2013      3   30     707.0       67.0     937.0       41.0      UA   \n",
+       "163495  2013      3   30     710.0       70.0     831.0       46.0      WN   \n",
+       "163604  2013      3   30     857.0       88.0    1054.0       85.0      EV   \n",
+       "163678  2013      3   30    1042.0      152.0    1233.0      118.0      9E   \n",
+       "163693  2013      3   30    1110.0      122.0    1346.0      101.0      UA   \n",
+       "163761  2013      3   30    1254.0       99.0    1522.0       69.0      DL   \n",
+       "163772  2013      3   30    1314.0      134.0    1423.0      128.0      MQ   \n",
+       "163773  2013      3   30    1315.0       80.0    1418.0       59.0      EV   \n",
+       "163774  2013      3   30    1315.0       75.0    1454.0       54.0      US   \n",
+       "163840  2013      3   30    1443.0      188.0    1755.0      189.0      DL   \n",
+       "163846  2013      3   30    1447.0       82.0    1614.0       69.0      MQ   \n",
+       "163921  2013      3   30    1601.0      182.0    1749.0      162.0      EV   \n",
+       "163944  2013      3   30    1625.0       89.0    1824.0       72.0      EV   \n",
+       "163979  2013      3   30    1702.0      147.0    1947.0      123.0      B6   \n",
+       "163986  2013      3   30    1710.0       72.0    1803.0       35.0      B6   \n",
+       "163991  2013      3   30    1713.0       68.0    1835.0       36.0      EV   \n",
+       "164009  2013      3   30    1729.0       79.0    1915.0       71.0      9E   \n",
+       "164013  2013      3   30    1740.0      125.0    1951.0      105.0      9E   \n",
+       "164014  2013      3   30    1741.0       71.0    1906.0       16.0      EV   \n",
+       "164120  2013      3   30    2004.0      159.0    2310.0      150.0      AA   \n",
+       "164139  2013      3   30    2032.0       82.0    2322.0       54.0      B6   \n",
+       "164152  2013      3   30    2108.0       68.0    2400.0       60.0      B6   \n",
+       "164167  2013      3   30    2148.0      108.0    2258.0       87.0      UA   \n",
+       "164171  2013      3   30    2212.0       92.0      45.0       67.0      UA   \n",
+       "164178  2013      3   30    2247.0       62.0     223.0       51.0      B6   \n",
+       "164184  2013      3   31      51.0      126.0     208.0      129.0      B6   \n",
+       "164274  2013      3   31     748.0       78.0    1042.0       59.0      UA   \n",
+       "164307  2013      3   31     810.0      120.0    1050.0      108.0      UA   \n",
+       "164419  2013      3   31    1018.0       73.0    1322.0       74.0      B6   \n",
+       "164487  2013      3   31    1152.0       82.0    1544.0       94.0      VX   \n",
+       "164509  2013      3   31    1231.0       71.0    1352.0       50.0      EV   \n",
+       "164518  2013      3   31    1245.0      136.0    1438.0      123.0      EV   \n",
+       "164588  2013      3   31    1406.0      126.0    1655.0      145.0      MQ   \n",
+       "164596  2013      3   31    1422.0      142.0       NaN        NaN      UA   \n",
+       "164597  2013      3   31    1422.0       62.0    1724.0       54.0      UA   \n",
+       "164619  2013      3   31    1442.0      154.0    1705.0      138.0      UA   \n",
+       "164625  2013      3   31    1446.0       76.0    1727.0       81.0      B6   \n",
+       "164755  2013      3   31    1635.0       90.0    1841.0       97.0      EV   \n",
+       "164785  2013      3   31    1700.0      214.0    1750.0      208.0      EV   \n",
+       "164863  2013      3   31    1823.0       83.0    2210.0       80.0      DL   \n",
+       "164868  2013      3   31    1827.0      165.0    2041.0      166.0      EV   \n",
+       "164879  2013      3   31    1837.0       72.0    1954.0       81.0      EV   \n",
+       "164884  2013      3   31    1843.0      133.0    2215.0      120.0      VX   \n",
+       "164907  2013      3   31    1859.0       74.0    2214.0       79.0      UA   \n",
+       "164909  2013      3   31    1904.0       99.0    2137.0       80.0      UA   \n",
+       "164910  2013      3   31    1905.0      185.0    2016.0      173.0      YV   \n",
+       "164923  2013      3   31    1915.0      135.0    2228.0      133.0      B6   \n",
+       "164938  2013      3   31    1930.0       83.0    2056.0       80.0      B6   \n",
+       "164978  2013      3   31    2010.0      160.0    2317.0      147.0      AA   \n",
+       "165001  2013      3   31    2038.0       68.0    2303.0       85.0      EV   \n",
+       "165021  2013      3   31    2101.0      121.0      50.0      114.0      DL   \n",
+       "165022  2013      3   31    2103.0       63.0      12.0       57.0      UA   \n",
+       "165026  2013      3   31    2106.0       87.0      52.0       83.0      B6   \n",
+       "165029  2013      3   31    2113.0      104.0    2338.0      101.0      EV   \n",
+       "165037  2013      3   31    2125.0      150.0     114.0      154.0      VX   \n",
+       "165038  2013      3   31    2127.0       82.0    2318.0       97.0      EV   \n",
+       "165053  2013      3   31    2201.0       66.0     100.0       61.0      UA   \n",
+       "165054  2013      3   31    2202.0       62.0      19.0       64.0      EV   \n",
+       "165055  2013      3   31    2205.0      190.0     154.0      179.0      AA   \n",
+       "165057  2013      3   31    2213.0      108.0     202.0       96.0      UA   \n",
+       "165059  2013      3   31    2219.0       99.0     119.0       84.0      B6   \n",
+       "165060  2013      3   31    2224.0      114.0    2345.0      101.0      FL   \n",
+       "165062  2013      3   31    2234.0       94.0    2333.0       83.0      US   \n",
+       "165064  2013      3   31    2235.0       83.0     119.0       65.0      UA   \n",
+       "165068  2013      3   31    2252.0      172.0       3.0      146.0      UA   \n",
+       "165069  2013      3   31    2305.0      110.0       5.0      111.0      EV   \n",
+       "165070  2013      3   31    2306.0       66.0    2350.0       56.0      EV   \n",
+       "165072  2013      3   31    2314.0      164.0      16.0      142.0      DL   \n",
+       "165073  2013      3   31    2332.0      102.0     223.0      103.0      B6   \n",
+       "165256  2013      4    1     814.0      101.0     918.0       93.0      EV   \n",
+       "165351  2013      4    1     940.0       80.0    1051.0       67.0      9E   \n",
+       "165356  2013      4    1     951.0      116.0    1316.0      126.0      AA   \n",
+       "165369  2013      4    1    1002.0       62.0    1320.0       64.0      DL   \n",
+       "165370  2013      4    1    1004.0       84.0    1138.0       84.0      9E   \n",
+       "165373  2013      4    1    1006.0       96.0    1111.0       87.0      EV   \n",
+       "165379  2013      4    1    1013.0       65.0    1325.0       75.0      B6   \n",
+       "165394  2013      4    1    1036.0       67.0    1301.0       49.0      UA   \n",
+       "165429  2013      4    1    1123.0       63.0    1421.0       51.0      AA   \n",
+       "165438  2013      4    1    1134.0       64.0    1502.0       67.0      AA   \n",
+       "165486  2013      4    1    1247.0      167.0    1413.0      159.0      FL   \n",
+       "165492  2013      4    1    1255.0       95.0    1430.0       88.0      EV   \n",
+       "165514  2013      4    1    1315.0       75.0    1618.0       71.0      UA   \n",
+       "165520  2013      4    1    1321.0      106.0    1637.0      108.0      DL   \n",
+       "165521  2013      4    1    1322.0       97.0    1614.0      103.0      B6   \n",
+       "165532  2013      4    1    1341.0       92.0    1445.0       87.0      EV   \n",
+       "165542  2013      4    1    1351.0       66.0    1727.0       87.0      AA   \n",
+       "165555  2013      4    1    1413.0       73.0    1539.0       74.0      WN   \n",
+       "165584  2013      4    1    1450.0       85.0    1837.0      107.0      VX   \n",
+       "165586  2013      4    1    1451.0       82.0    1539.0       73.0      EV   \n",
+       "165611  2013      4    1    1507.0      107.0    1921.0      131.0      B6   \n",
+       "165631  2013      4    1    1529.0       79.0    1649.0       87.0      B6   \n",
+       "165642  2013      4    1    1537.0       62.0    1809.0       62.0      EV   \n",
+       "165664  2013      4    1    1554.0       62.0    1701.0       62.0      EV   \n",
+       "165676  2013      4    1    1601.0      122.0    1754.0      114.0      EV   \n",
+       "165702  2013      4    1    1626.0       91.0    1908.0      109.0      B6   \n",
+       "165710  2013      4    1    1632.0      112.0    2013.0      140.0      DL   \n",
+       "165718  2013      4    1    1636.0       66.0    1941.0       52.0      B6   \n",
+       "165725  2013      4    1    1642.0       97.0    2008.0      106.0      UA   \n",
+       "165740  2013      4    1    1700.0       67.0    1817.0       53.0      B6   \n",
+       "165755  2013      4    1    1714.0      165.0    1957.0      183.0      FL   \n",
+       "165756  2013      4    1    1714.0      135.0    1917.0      119.0      B6   \n",
+       "165765  2013      4    1    1725.0       92.0    2002.0      114.0      EV   \n",
+       "165778  2013      4    1    1739.0       94.0    1945.0      115.0      MQ   \n",
+       "165785  2013      4    1    1742.0      222.0    1911.0      233.0      EV   \n",
+       "165788  2013      4    1    1747.0      108.0    2006.0      132.0      B6   \n",
+       "165790  2013      4    1    1748.0       75.0    1934.0       84.0      EV   \n",
+       "165800  2013      4    1    1757.0       72.0    2038.0       81.0      EV   \n",
+       "165802  2013      4    1    1757.0       72.0    2000.0       70.0      DL   \n",
+       "165806  2013      4    1    1803.0       73.0    2006.0       71.0      EV   \n",
+       "165807  2013      4    1    1804.0       76.0    1940.0       94.0      EV   \n",
+       "165811  2013      4    1    1806.0       63.0    1926.0       50.0      B6   \n",
+       "165816  2013      4    1    1813.0       70.0    2037.0      105.0      EV   \n",
+       "165835  2013      4    1    1838.0      161.0    2012.0      138.0      9E   \n",
+       "165845  2013      4    1    1850.0      170.0    2007.0      163.0      YV   \n",
+       "165857  2013      4    1    1856.0      111.0    2051.0       98.0      B6   \n",
+       "165870  2013      4    1    1903.0       63.0    2213.0       66.0      UA   \n",
+       "165873  2013      4    1    1907.0       61.0    2019.0       44.0      B6   \n",
+       "165877  2013      4    1    1911.0      191.0    2127.0      187.0      MQ   \n",
+       "165878  2013      4    1    1913.0       63.0    2156.0       86.0      9E   \n",
+       "165884  2013      4    1    1915.0       90.0    2152.0       92.0      MQ   \n",
+       "165890  2013      4    1    1921.0      121.0    2058.0      113.0      MQ   \n",
+       "165895  2013      4    1    1927.0      117.0    2045.0      107.0      B6   \n",
+       "165902  2013      4    1    1931.0       91.0    2102.0       82.0      UA   \n",
+       "165905  2013      4    1    1936.0       67.0    2146.0       72.0      EV   \n",
+       "165913  2013      4    1    1949.0       90.0    2301.0      107.0      B6   \n",
+       "165915  2013      4    1    1951.0      135.0    2149.0      127.0      EV   \n",
+       "165926  2013      4    1    1958.0      149.0    2214.0      157.0      EV   \n",
+       "165938  2013      4    1    2015.0       90.0    2154.0       84.0      MQ   \n",
+       "165939  2013      4    1    2019.0       74.0    2153.0       75.0      EV   \n",
+       "165942  2013      4    1    2020.0      130.0    2151.0      126.0      MQ   \n",
+       "165943  2013      4    1    2020.0       63.0    2335.0       71.0      UA   \n",
+       "165944  2013      4    1    2023.0      127.0    2201.0      116.0      UA   \n",
+       "165955  2013      4    1    2031.0       61.0    2145.0       57.0      EV   \n",
+       "165970  2013      4    1    2052.0       82.0    2304.0       93.0      EV   \n",
+       "165971  2013      4    1    2053.0       80.0    2310.0       69.0      EV   \n",
+       "165977  2013      4    1    2056.0       91.0       8.0       85.0      DL   \n",
+       "165979  2013      4    1    2103.0       67.0    2237.0       82.0      EV   \n",
+       "165980  2013      4    1    2105.0       80.0    2349.0       92.0      EV   \n",
+       "165990  2013      4    1    2122.0       82.0    2323.0      107.0      EV   \n",
+       "165991  2013      4    1    2123.0       78.0    2222.0       73.0      EV   \n",
+       "165992  2013      4    1    2124.0       64.0    2342.0       57.0      MQ   \n",
+       "166001  2013      4    1    2136.0       66.0    2347.0       56.0      EV   \n",
+       "166003  2013      4    1    2138.0      118.0      31.0      111.0      AA   \n",
+       "166008  2013      4    1    2147.0      127.0    2301.0      100.0      EV   \n",
+       "166013  2013      4    1    2151.0      141.0    2358.0      140.0      EV   \n",
+       "166018  2013      4    1    2213.0       88.0     105.0       72.0      B6   \n",
+       "166019  2013      4    1    2213.0       69.0      54.0       55.0      UA   \n",
+       "166020  2013      4    1    2216.0       76.0       9.0       74.0      MQ   \n",
+       "166021  2013      4    1    2217.0       91.0    2327.0       73.0      EV   \n",
+       "166024  2013      4    1    2225.0      130.0      14.0      124.0      MQ   \n",
+       "166025  2013      4    1    2232.0      122.0      47.0      109.0      B6   \n",
+       "166026  2013      4    1    2234.0       65.0    2335.0       64.0      EV   \n",
+       "166029  2013      4    1    2241.0       72.0    2336.0       51.0      EV   \n",
+       "166032  2013      4    1    2245.0      125.0    2331.0       97.0      B6   \n",
+       "166034  2013      4    1    2251.0      202.0     107.0      190.0      EV   \n",
+       "166036  2013      4    1    2300.0      105.0    2351.0       97.0      EV   \n",
+       "166177  2013      4    2     736.0       64.0     839.0       54.0      B6   \n",
+       "166210  2013      4    2     801.0       83.0    1120.0       89.0      UA   \n",
+       "166289  2013      4    2     903.0      168.0    1100.0      162.0      EV   \n",
+       "166324  2013      4    2     941.0       85.0    1132.0       79.0      EV   \n",
+       "166365  2013      4    2    1032.0       77.0    1325.0       53.0      DL   \n",
+       "166391  2013      4    2    1108.0      158.0    1357.0      143.0      B6   \n",
+       "166417  2013      4    2    1139.0      164.0    1322.0      134.0      EV   \n",
+       "166441  2013      4    2    1202.0      121.0    1419.0      117.0      EV   \n",
+       "166460  2013      4    2    1234.0       64.0    1346.0       63.0      EV   \n",
+       "166463  2013      4    2    1235.0      108.0    1527.0      107.0      UA   \n",
+       "166499  2013      4    2    1322.0      112.0    1607.0      106.0      DL   \n",
+       "166508  2013      4    2    1336.0       96.0    1451.0       97.0      EV   \n",
+       "166558  2013      4    2    1437.0       71.0    1629.0       74.0      EV   \n",
+       "166592  2013      4    2    1459.0       70.0    1609.0       72.0      EV   \n",
+       "166611  2013      4    2    1526.0       81.0    1650.0       77.0      EV   \n",
+       "166635  2013      4    2    1549.0       74.0    1819.0       72.0      EV   \n",
+       "166648  2013      4    2    1556.0       65.0    1849.0       63.0      B6   \n",
+       "166650  2013      4    2    1557.0       65.0    1702.0       63.0      EV   \n",
+       "166673  2013      4    2    1612.0      167.0    2150.0      204.0      UA   \n",
+       "166677  2013      4    2    1616.0       81.0    1821.0      101.0      MQ   \n",
+       "166681  2013      4    2    1622.0       77.0    1809.0       65.0      EV   \n",
+       "166693  2013      4    2    1633.0       77.0    1859.0      106.0      EV   \n",
+       "166707  2013      4    2    1648.0       65.0    1855.0       70.0      EV   \n",
+       "166724  2013      4    2    1700.0       65.0    1934.0       84.0      WN   \n",
+       "166743  2013      4    2    1719.0       96.0    1848.0       98.0      9E   \n",
+       "166761  2013      4    2    1732.0      123.0    1850.0      117.0      EV   \n",
+       "166768  2013      4    2    1739.0       79.0    2020.0       64.0      B6   \n",
+       "166773  2013      4    2    1744.0       89.0    2010.0       94.0      EV   \n",
+       "166776  2013      4    2    1748.0      115.0    2011.0      123.0      EV   \n",
+       "166782  2013      4    2    1753.0       63.0    1945.0       50.0      EV   \n",
+       "166794  2013      4    2    1805.0       94.0    1938.0       88.0      EV   \n",
+       "166796  2013      4    2    1808.0      125.0    1918.0      122.0      EV   \n",
+       "166819  2013      4    2    1827.0       62.0    1933.0       58.0      EV   \n",
+       "166828  2013      4    2    1838.0       68.0    2121.0       58.0      B6   \n",
+       "166829  2013      4    2    1840.0       97.0    2026.0       94.0      EV   \n",
+       "166844  2013      4    2    1850.0      122.0    2012.0      126.0      EV   \n",
+       "166860  2013      4    2    1907.0      112.0    2200.0       96.0      DL   \n",
+       "166878  2013      4    2    1921.0      112.0    2134.0      117.0      EV   \n",
+       "166926  2013      4    2    2005.0       95.0    2242.0       86.0      B6   \n",
+       "166933  2013      4    2    2018.0       91.0    2335.0       76.0      UA   \n",
+       "166934  2013      4    2    2021.0       86.0      34.0      133.0      UA   \n",
+       "166945  2013      4    2    2030.0       65.0    2230.0       62.0      9E   \n",
+       "166951  2013      4    2    2037.0       67.0    2326.0       58.0      UA   \n",
+       "166953  2013      4    2    2039.0      130.0    2320.0       93.0      UA   \n",
+       "166954  2013      4    2    2040.0       65.0    2344.0       84.0      EV   \n",
+       "166973  2013      4    2    2059.0      149.0      17.0      137.0      AA   \n",
+       "166975  2013      4    2    2107.0      157.0    2221.0      161.0      MQ   \n",
+       "166977  2013      4    2    2110.0       95.0       7.0       85.0      DL   \n",
+       "166981  2013      4    2    2114.0       69.0    2208.0       59.0      EV   \n",
+       "166982  2013      4    2    2116.0      107.0      26.0       99.0      DL   \n",
+       "166991  2013      4    2    2127.0       87.0    2300.0       84.0      EV   \n",
+       "166998  2013      4    2    2135.0      174.0    2335.0      169.0      EV   \n",
+       "167005  2013      4    2    2150.0      320.0    2340.0      293.0      DL   \n",
+       "167010  2013      4    2    2205.0      119.0      55.0      100.0      UA   \n",
+       "167014  2013      4    2    2231.0       86.0      12.0       73.0      EV   \n",
+       "167015  2013      4    2    2231.0       89.0     143.0       98.0      UA   \n",
+       "167016  2013      4    2    2232.0       87.0    2357.0      100.0      EV   \n",
+       "167020  2013      4    2    2240.0       96.0     129.0       90.0      UA   \n",
+       "167024  2013      4    2    2251.0      166.0     106.0      168.0      EV   \n",
+       "167025  2013      4    2    2255.0       65.0     145.0       65.0      B6   \n",
+       "167026  2013      4    2    2310.0      154.0     119.0      141.0      EV   \n",
+       "167027  2013      4    2    2341.0      107.0      33.0      100.0      EV   \n",
+       "167029  2013      4    2    2355.0       70.0     109.0       70.0      B6   \n",
+       "167154  2013      4    3     722.0       82.0    1032.0       98.0      B6   \n",
+       "167377  2013      4    3    1106.0       66.0    1321.0       61.0      MQ   \n",
+       "167392  2013      4    3    1125.0      125.0    1435.0      130.0      AA   \n",
+       "167451  2013      4    3    1239.0      175.0    1432.0      174.0      EV   \n",
+       "167523  2013      4    3    1406.0       71.0    1519.0       63.0      B6   \n",
+       "167545  2013      4    3    1433.0       64.0    1636.0       63.0      EV   \n",
+       "167673  2013      4    3    1617.0       78.0    1841.0       83.0      B6   \n",
+       "167692  2013      4    3    1637.0       92.0    1923.0       61.0      UA   \n",
+       "167729  2013      4    3    1707.0       98.0    1832.0       99.0      EV   \n",
+       "167742  2013      4    3    1715.0       76.0    1929.0       53.0      US   \n",
+       "167776  2013      4    3    1751.0       86.0    1900.0       66.0      B6   \n",
+       "167859  2013      4    3    1905.0      151.0    2145.0      139.0      UA   \n",
+       "167886  2013      4    3    1924.0      114.0    2102.0      124.0      B6   \n",
+       "167895  2013      4    3    1929.0       89.0    2038.0       79.0      US   \n",
+       "167915  2013      4    3    1948.0      108.0    2146.0       86.0      UA   \n",
+       "167965  2013      4    3    2044.0       61.0    2206.0       73.0      EV   \n",
+       "167978  2013      4    3    2057.0       88.0       6.0       83.0      DL   \n",
+       "167984  2013      4    3    2104.0      168.0    2240.0      155.0      UA   \n",
+       "167988  2013      4    3    2111.0       65.0      14.0       59.0      UA   \n",
+       "168017  2013      4    3    2243.0       94.0     119.0       75.0      UA   \n",
+       "168026  2013      4    4      14.0       89.0     124.0       89.0      B6   \n",
+       "168323  2013      4    4    1006.0      203.0    1209.0      183.0      UA   \n",
+       "168330  2013      4    4    1023.0       75.0    1308.0       58.0      B6   \n",
+       "168359  2013      4    4    1059.0       89.0    1421.0       86.0      UA   \n",
+       "168366  2013      4    4    1109.0       69.0    1241.0       76.0      EV   \n",
+       "168371  2013      4    4    1116.0      141.0    1301.0      113.0      EV   \n",
+       "168377  2013      4    4    1128.0      118.0    1458.0      123.0      AA   \n",
+       "168384  2013      4    4    1134.0       94.0    1451.0       81.0      UA   \n",
+       "168423  2013      4    4    1220.0       74.0    1638.0      127.0      UA   \n",
+       "168428  2013      4    4    1228.0      113.0    1617.0      129.0      B6   \n",
+       "168436  2013      4    4    1240.0       85.0    1353.0       89.0      B6   \n",
+       "168442  2013      4    4    1248.0       83.0    1430.0       63.0      EV   \n",
+       "168468  2013      4    4    1316.0      166.0    1642.0      157.0      VX   \n",
+       "168490  2013      4    4    1341.0      191.0    1657.0      167.0      VX   \n",
+       "168517  2013      4    4    1416.0      366.0    1624.0      364.0      DL   \n",
+       "168689  2013      4    4    1645.0       65.0    1850.0       62.0      EV   \n",
+       "168715  2013      4    4    1703.0      132.0    2026.0      160.0      B6   \n",
+       "168797  2013      4    4    1825.0       90.0    2129.0       59.0      VX   \n",
+       "168809  2013      4    4    1837.0      218.0    2112.0      234.0      B6   \n",
+       "168830  2013      4    4    1855.0       77.0    2051.0       85.0      B6   \n",
+       "168836  2013      4    4    1901.0       71.0    2231.0       93.0      B6   \n",
+       "168842  2013      4    4    1906.0      123.0    2018.0      102.0      B6   \n",
+       "168845  2013      4    4    1912.0      103.0    2241.0       96.0      VX   \n",
+       "168846  2013      4    4    1912.0      162.0    2235.0      140.0      VX   \n",
+       "168868  2013      4    4    1935.0      545.0    2208.0      560.0      DL   \n",
+       "168871  2013      4    4    1936.0       96.0    2308.0       88.0      AA   \n",
+       "168907  2013      4    4    2009.0      176.0    2301.0      172.0      B6   \n",
+       "168916  2013      4    4    2024.0      144.0    2224.0      124.0      UA   \n",
+       "168935  2013      4    4    2042.0      133.0    2248.0      134.0      EV   \n",
+       "168936  2013      4    4    2042.0      101.0    2149.0       68.0      UA   \n",
+       "168940  2013      4    4    2046.0       73.0    2307.0       66.0      EV   \n",
+       "168954  2013      4    4    2101.0      111.0      25.0      114.0      DL   \n",
+       "168956  2013      4    4    2102.0      127.0      40.0      120.0      VX   \n",
+       "168959  2013      4    4    2106.0      139.0      29.0      130.0      UA   \n",
+       "168962  2013      4    4    2111.0      102.0      47.0      120.0      DL   \n",
+       "168968  2013      4    4    2118.0       99.0      52.0       83.0      B6   \n",
+       "168971  2013      4    4    2121.0       96.0    2236.0       71.0      AA   \n",
+       "168974  2013      4    4    2123.0       98.0      26.0       97.0      DL   \n",
+       "168978  2013      4    4    2130.0       95.0      43.0       76.0      UA   \n",
+       "168987  2013      4    4    2144.0       99.0    2321.0       81.0      MQ   \n",
+       "168990  2013      4    4    2214.0      164.0      28.0      118.0      AA   \n",
+       "168998  2013      4    4    2247.0       61.0     237.0       55.0      B6   \n",
+       "169013  2013      4    5      29.0      129.0     418.0      129.0      B6   \n",
+       "169206  2013      4    5     827.0      117.0    1045.0       91.0      UA   \n",
+       "169227  2013      4    5     846.0      166.0    1009.0      169.0      MQ   \n",
+       "169277  2013      4    5     932.0       61.0    1149.0       -2.0      UA   \n",
+       "169305  2013      4    5     957.0      102.0    1255.0       96.0      B6   \n",
+       "169319  2013      4    5    1019.0      119.0    1425.0      133.0      B6   \n",
+       "169346  2013      4    5    1101.0      127.0    1218.0       95.0      UA   \n",
+       "169347  2013      4    5    1104.0      113.0    1427.0      127.0      UA   \n",
+       "169443  2013      4    5    1303.0       93.0    1512.0       86.0      EV   \n",
+       "169444  2013      4    5    1303.0      168.0    1609.0      179.0      AA   \n",
+       "169457  2013      4    5    1321.0      140.0    1541.0      120.0      UA   \n",
+       "169512  2013      4    5    1432.0       77.0    1743.0       91.0      B6   \n",
+       "169625  2013      4    5    1559.0       63.0    1933.0       94.0      UA   \n",
+       "169638  2013      4    5    1609.0       89.0    2008.0      135.0      DL   \n",
+       "169649  2013      4    5    1625.0      100.0    1745.0      101.0      9E   \n",
+       "169688  2013      4    5    1659.0       84.0    1827.0       72.0      9E   \n",
+       "169727  2013      4    5    1734.0      210.0    1959.0      179.0      UA   \n",
+       "169770  2013      4    5    1821.0       77.0    2030.0       61.0      UA   \n",
+       "169771  2013      4    5    1822.0       69.0    2109.0       60.0      B6   \n",
+       "169786  2013      4    5    1830.0       95.0    1958.0       58.0      WN   \n",
+       "169793  2013      4    5    1843.0      103.0    2154.0       99.0      B6   \n",
+       "169799  2013      4    5    1849.0      184.0    2154.0      164.0      AA   \n",
+       "169813  2013      4    5    1855.0      145.0    2104.0      137.0      DL   \n",
+       "169829  2013      4    5    1903.0       63.0    2025.0       60.0      WN   \n",
+       "169840  2013      4    5    1915.0       75.0    2127.0       67.0      UA   \n",
+       "169872  2013      4    5    1945.0      126.0    2241.0      131.0      B6   \n",
+       "169890  2013      4    5    2003.0      148.0    2311.0      126.0      AA   \n",
+       "169907  2013      4    5    2019.0       89.0    2233.0       78.0      9E   \n",
+       "169912  2013      4    5    2024.0       79.0    2222.0       68.0      EV   \n",
+       "169921  2013      4    5    2033.0      124.0    2250.0      125.0      EV   \n",
+       "169925  2013      4    5    2038.0       73.0    2357.0       74.0      DL   \n",
+       "169928  2013      4    5    2040.0       71.0    2352.0       69.0      DL   \n",
+       "169943  2013      4    5    2104.0       68.0    2228.0       73.0      EV   \n",
+       "169951  2013      4    5    2114.0      374.0    2348.0      348.0      AA   \n",
+       "169974  2013      4    5    2154.0       81.0     155.0       91.0      UA   \n",
+       "169980  2013      4    5    2219.0       75.0      54.0       55.0      UA   \n",
+       "169983  2013      4    5    2240.0      124.0      40.0      102.0      EV   \n",
+       "170178  2013      4    6     902.0       93.0    1100.0       91.0      EV   \n",
+       "170192  2013      4    6     919.0       89.0    1415.0      140.0      AA   \n",
+       "170196  2013      4    6     922.0       62.0    1350.0       98.0      B6   \n",
+       "170279  2013      4    6    1133.0       93.0    1426.0       76.0      UA   \n",
+       "170297  2013      4    6    1154.0       99.0    1450.0       85.0      EV   \n",
+       "170331  2013      4    6    1250.0      190.0    1535.0      173.0      B6   \n",
+       "170365  2013      4    6    1337.0      317.0    1437.0      295.0      9E   \n",
+       "170506  2013      4    6    1614.0       75.0    1857.0       56.0      B6   \n",
+       "170515  2013      4    6    1628.0      118.0    1732.0      104.0      EV   \n",
+       "170525  2013      4    6    1635.0      120.0    1924.0      106.0      B6   \n",
+       "170555  2013      4    6    1700.0       75.0    1901.0       63.0      EV   \n",
+       "170566  2013      4    6    1712.0       87.0    1823.0       73.0      9E   \n",
+       "170588  2013      4    6    1734.0       74.0    2017.0       61.0      B6   \n",
+       "170625  2013      4    6    1832.0       77.0    2129.0       55.0      DL   \n",
+       "170631  2013      4    6    1844.0       69.0    2138.0       48.0      DL   \n",
+       "170675  2013      4    6    1928.0       83.0    2222.0       54.0      B6   \n",
+       "170726  2013      4    6    2100.0       65.0    2216.0       47.0      9E   \n",
+       "170734  2013      4    6    2112.0      202.0    2359.0      172.0      UA   \n",
+       "170736  2013      4    6    2118.0       63.0     133.0       82.0      UA   \n",
+       "170738  2013      4    6    2120.0      140.0    2321.0      121.0      9E   \n",
+       "170739  2013      4    6    2122.0      105.0      16.0       80.0      B6   \n",
+       "170750  2013      4    6    2222.0       64.0     108.0       52.0      UA   \n",
+       "171028  2013      4    7    1041.0      131.0    1333.0      103.0      UA   \n",
+       "171133  2013      4    7    1311.0      101.0    1610.0      100.0      B6   \n",
+       "171202  2013      4    7    1435.0      155.0    1646.0      128.0      DL   \n",
+       "171208  2013      4    7    1443.0       83.0    1730.0       82.0      B6   \n",
+       "171245  2013      4    7    1504.0      194.0    1623.0      198.0      MQ   \n",
+       "171249  2013      4    7    1506.0      113.0    1636.0      106.0      EV   \n",
+       "171338  2013      4    7    1628.0      168.0    1923.0      160.0      B6   \n",
+       "171351  2013      4    7    1641.0      246.0    1909.0      229.0      AA   \n",
+       "171383  2013      4    7    1701.0      151.0    2038.0      113.0      AA   \n",
+       "171438  2013      4    7    1802.0      137.0    2058.0      111.0      DL   \n",
+       "171440  2013      4    7    1805.0       95.0    1920.0      103.0      EV   \n",
+       "171466  2013      4    7    1828.0       88.0    2137.0       82.0      B6   \n",
+       "171481  2013      4    7    1843.0       74.0    2050.0       75.0      EV   \n",
+       "171522  2013      4    7    1918.0      108.0    2203.0       95.0      DL   \n",
+       "171540  2013      4    7    1932.0      137.0    2103.0      123.0      AA   \n",
+       "171628  2013      4    7    2105.0       65.0      24.0       49.0      UA   \n",
+       "171635  2013      4    7    2113.0      108.0    2240.0       76.0      9E   \n",
+       "171638  2013      4    7    2114.0       74.0    2228.0       51.0      UA   \n",
+       "171656  2013      4    7    2202.0      121.0       5.0      113.0      EV   \n",
+       "171657  2013      4    7    2203.0       63.0    2258.0       48.0      US   \n",
+       "171664  2013      4    7    2244.0      189.0       NaN        NaN      EV   \n",
+       "171667  2013      4    7    2328.0      118.0     159.0      103.0      B6   \n",
+       "171911  2013      4    8     904.0       69.0    1110.0      110.0      MQ   \n",
+       "171950  2013      4    8     951.0       69.0    1143.0       49.0      EV   \n",
+       "171974  2013      4    8    1015.0      105.0    1153.0       98.0      AA   \n",
+       "171978  2013      4    8    1026.0       61.0    1139.0       52.0      B6   \n",
+       "171992  2013      4    8    1041.0      101.0    1221.0      102.0      UA   \n",
+       "172109  2013      4    8    1310.0      195.0    1412.0      184.0      9E   \n",
+       "172115  2013      4    8    1319.0       79.0    1512.0       93.0      UA   \n",
+       "172153  2013      4    8    1408.0       68.0    1531.0       66.0      WN   \n",
+       "172157  2013      4    8    1412.0      107.0    1555.0      110.0      AA   \n",
+       "172174  2013      4    8    1437.0       72.0    1623.0       83.0      AA   \n",
+       "172212  2013      4    8    1459.0       90.0    1600.0       94.0      EV   \n",
+       "172218  2013      4    8    1504.0       69.0    1742.0       57.0      B6   \n",
+       "172234  2013      4    8    1521.0      160.0    1825.0      155.0      UA   \n",
+       "172271  2013      4    8    1550.0      155.0    1715.0      160.0      MQ   \n",
+       "172423  2013      4    8    1807.0       62.0    2001.0       55.0      US   \n",
+       "172432  2013      4    8    1817.0      104.0    1957.0      107.0      EV   \n",
+       "172502  2013      4    8    1916.0      216.0    2114.0      206.0      EV   \n",
+       "172587  2013      4    8    2047.0       72.0      12.0        NaN      EV   \n",
+       "172591  2013      4    8    2049.0      169.0      16.0      156.0      AA   \n",
+       "172627  2013      4    8    2158.0       63.0    2312.0       57.0      MQ   \n",
+       "172629  2013      4    8    2202.0       62.0      35.0        NaN      UA   \n",
+       "172639  2013      4    8    2336.0      156.0     134.0      139.0      EV   \n",
+       "172643  2013      4    8    2355.0      160.0     216.0      140.0      B6   \n",
+       "172947  2013      4    9    1011.0      101.0    1151.0       92.0      9E   \n",
+       "172952  2013      4    9    1016.0      136.0    1314.0      128.0      B6   \n",
+       "172969  2013      4    9    1042.0       62.0    1315.0       33.0      B6   \n",
+       "172992  2013      4    9    1114.0       79.0    1312.0       92.0      AA   \n",
+       "173005  2013      4    9    1134.0       84.0    1300.0       95.0      MQ   \n",
+       "173011  2013      4    9    1141.0      106.0    1258.0      110.0      9E   \n",
+       "173012  2013      4    9    1141.0       71.0    1328.0       78.0      AA   \n",
+       "173046  2013      4    9    1227.0       99.0    1341.0       78.0      UA   \n",
+       "173056  2013      4    9    1240.0       75.0    1426.0       81.0      AA   \n",
+       "173067  2013      4    9    1252.0       62.0    1423.0       78.0      MQ   \n",
+       "173096  2013      4    9    1324.0      199.0    1531.0      190.0      DL   \n",
+       "173124  2013      4    9    1400.0      240.0    1530.0      231.0      UA   \n",
+       "173134  2013      4    9    1421.0       81.0    1652.0       56.0      DL   \n",
+       "173189  2013      4    9    1509.0       79.0    1717.0       78.0      EV   \n",
+       "173198  2013      4    9    1519.0      384.0    1713.0      364.0      DL   \n",
+       "173201  2013      4    9    1521.0       66.0    1659.0       64.0      AA   \n",
+       "173212  2013      4    9    1530.0      111.0    1823.0       88.0      B6   \n",
+       "173225  2013      4    9    1545.0       65.0    1909.0       76.0      DL   \n",
+       "173257  2013      4    9    1616.0       82.0    1738.0       67.0      EV   \n",
+       "173274  2013      4    9    1633.0       98.0    1808.0       96.0      9E   \n",
+       "173276  2013      4    9    1634.0      124.0    1737.0      120.0      EV   \n",
+       "173292  2013      4    9    1647.0       74.0    1906.0       77.0      UA   \n",
+       "173321  2013      4    9    1716.0       76.0    2020.0       79.0      B6   \n",
+       "173333  2013      4    9    1728.0      119.0    1837.0      110.0      EV   \n",
+       "173337  2013      4    9    1731.0       96.0       NaN        NaN      EV   \n",
+       "173341  2013      4    9    1736.0       64.0    1900.0       49.0      EV   \n",
+       "173344  2013      4    9    1738.0       98.0    2023.0       82.0      B6   \n",
+       "173348  2013      4    9    1740.0      115.0    2051.0      104.0      DL   \n",
+       "173359  2013      4    9    1753.0      138.0    1911.0      141.0      WN   \n",
+       "173374  2013      4    9    1802.0      122.0    1946.0      135.0      UA   \n",
+       "173377  2013      4    9    1807.0       81.0    1928.0       83.0      EV   \n",
+       "173382  2013      4    9    1812.0       63.0    1949.0       56.0      EV   \n",
+       "173388  2013      4    9    1817.0      121.0    2038.0      133.0      EV   \n",
+       "173393  2013      4    9    1822.0      157.0    1920.0      128.0      9E   \n",
+       "173397  2013      4    9    1823.0      143.0    2004.0      136.0      9E   \n",
+       "173398  2013      4    9    1824.0      147.0    2014.0      140.0      9E   \n",
+       "173409  2013      4    9    1828.0      128.0    2130.0      134.0      B6   \n",
+       "173432  2013      4    9    1851.0       82.0    2114.0       53.0      UA   \n",
+       "173450  2013      4    9    1905.0      111.0    2106.0      116.0      EV   \n",
+       "173456  2013      4    9    1908.0      127.0    2030.0      106.0      UA   \n",
+       "173464  2013      4    9    1919.0      129.0    2056.0      101.0      AA   \n",
+       "173467  2013      4    9    1922.0      116.0    2141.0      129.0      EV   \n",
+       "173475  2013      4    9    1927.0      117.0    2235.0      106.0      B6   \n",
+       "173482  2013      4    9    1930.0       90.0    2114.0       84.0      AA   \n",
+       "173509  2013      4    9    1958.0       73.0    2154.0       44.0      9E   \n",
+       "173514  2013      4    9    2003.0      233.0    2159.0      244.0      EV   \n",
+       "173517  2013      4    9    2004.0      109.0    2134.0       99.0      MQ   \n",
+       "173546  2013      4    9    2039.0      159.0    2213.0      149.0      UA   \n",
+       "173549  2013      4    9    2041.0      111.0    2237.0      122.0      AA   \n",
+       "173551  2013      4    9    2042.0       77.0    2243.0       81.0      9E   \n",
+       "173562  2013      4    9    2102.0       92.0    2219.0       78.0      EV   \n",
+       "173568  2013      4    9    2110.0       70.0    2229.0       45.0      B6   \n",
+       "173572  2013      4    9    2114.0       87.0    2222.0       82.0      EV   \n",
+       "173574  2013      4    9    2115.0       90.0    2255.0       90.0      AA   \n",
+       "173578  2013      4    9    2126.0       86.0    2239.0       80.0      US   \n",
+       "173579  2013      4    9    2127.0       87.0    2357.0       73.0      EV   \n",
+       "173587  2013      4    9    2140.0      160.0      11.0      129.0      UA   \n",
+       "173597  2013      4    9    2155.0       86.0    2319.0       71.0      EV   \n",
+       "173601  2013      4    9    2224.0       89.0    2352.0       82.0      AA   \n",
+       "173608  2013      4    9    2258.0       98.0      31.0       76.0      EV   \n",
+       "173610  2013      4    9    2321.0       82.0      18.0       67.0      EV   \n",
+       "173629  2013      4   10       1.0      271.0     106.0      245.0      UA   \n",
+       "173630  2013      4   10      18.0      199.0     130.0      190.0      UA   \n",
+       "173631  2013      4   10      25.0      325.0     136.0      291.0      EV   \n",
+       "173632  2013      4   10      25.0      320.0     136.0      291.0      WN   \n",
+       "173633  2013      4   10      28.0      238.0     228.0      210.0      B6   \n",
+       "173634  2013      4   10      28.0      264.0     302.0      236.0      UA   \n",
+       "173635  2013      4   10      32.0      272.0     241.0      236.0      DL   \n",
+       "173636  2013      4   10      38.0      214.0     311.0      194.0      UA   \n",
+       "173637  2013      4   10      41.0      241.0     355.0      240.0      B6   \n",
+       "173638  2013      4   10      51.0      301.0     330.0      259.0      DL   \n",
+       "173639  2013      4   10     102.0      192.0     333.0      173.0      B6   \n",
+       "173640  2013      4   10     109.0      230.0     439.0      270.0      UA   \n",
+       "173641  2013      4   10     117.0      212.0     456.0      231.0      AA   \n",
+       "173642  2013      4   10     118.0      149.0     255.0      176.0      B6   \n",
+       "173643  2013      4   10     128.0      303.0     353.0      261.0      UA   \n",
+       "173644  2013      4   10     136.0      236.0     426.0      238.0      B6   \n",
+       "173645  2013      4   10     150.0      440.0     339.0      399.0      WN   \n",
+       "173646  2013      4   10     156.0      281.0     415.0      262.0      B6   \n",
+       "173647  2013      4   10     200.0      254.0     541.0      239.0      B6   \n",
+       "173648  2013      4   10     201.0      196.0     308.0      189.0      B6   \n",
+       "173649  2013      4   10     218.0      348.0     340.0      336.0      FL   \n",
+       "173650  2013      4   10     219.0      140.0     642.0      183.0      B6   \n",
+       "173651  2013      4   10     229.0      364.0     546.0      373.0      UA   \n",
+       "173652  2013      4   10     235.0      225.0     348.0      230.0      B6   \n",
+       "173653  2013      4   10     235.0      230.0     346.0      218.0      B6   \n",
+       "173654  2013      4   10     246.0      301.0     527.0      279.0      B6   \n",
+       "173655  2013      4   10     253.0      178.0     631.0      166.0      B6   \n",
+       "173656  2013      4   10     315.0      325.0     551.0      308.0      B6   \n",
+       "173657  2013      4   10     317.0      437.0     414.0      410.0      DL   \n",
+       "173690  2013      4   10     604.0      639.0     841.0      616.0      DL   \n",
+       "173881  2013      4   10     857.0       63.0    1124.0      119.0      UA   \n",
+       "173890  2013      4   10     902.0       97.0    1154.0      169.0      AA   \n",
+       "173899  2013      4   10     917.0      138.0    1038.0      135.0      B6   \n",
+       "173904  2013      4   10     920.0      110.0    1313.0      102.0      B6   \n",
+       "173924  2013      4   10     947.0       96.0    1140.0       92.0      EV   \n",
+       "173925  2013      4   10     947.0      112.0    1215.0      175.0      MQ   \n",
+       "173950  2013      4   10    1002.0      122.0    1327.0      112.0      AA   \n",
+       "173989  2013      4   10    1058.0       76.0    1323.0       60.0      B6   \n",
+       "173992  2013      4   10    1100.0      960.0    1342.0      931.0      DL   \n",
+       "174022  2013      4   10    1142.0       92.0    1328.0      123.0      MQ   \n",
+       "174023  2013      4   10    1147.0      117.0    1422.0       90.0      B6   \n",
+       "174029  2013      4   10    1154.0      174.0    1442.0      159.0      DL   \n",
+       "174063  2013      4   10    1237.0      157.0    1429.0      171.0      UA   \n",
+       "174070  2013      4   10    1247.0      187.0    1413.0      179.0      UA   \n",
+       "174073  2013      4   10    1250.0      140.0    1422.0      132.0      AA   \n",
+       "174088  2013      4   10    1301.0       61.0    1436.0       53.0      EV   \n",
+       "174096  2013      4   10    1311.0       61.0    1442.0       77.0      WN   \n",
+       "174101  2013      4   10    1317.0       92.0    1517.0       97.0      MQ   \n",
+       "174104  2013      4   10    1321.0       81.0    1436.0       81.0      9E   \n",
+       "174134  2013      4   10    1402.0      132.0    1659.0      234.0      MQ   \n",
+       "174138  2013      4   10    1407.0      337.0    1606.0      347.0      9E   \n",
+       "174145  2013      4   10    1425.0       68.0    1515.0       62.0      EV   \n",
+       "174150  2013      4   10    1431.0       61.0    2008.0      113.0      UA   \n",
+       "174155  2013      4   10    1435.0      229.0    1651.0      271.0      UA   \n",
+       "174188  2013      4   10    1457.0       92.0    1756.0      176.0      AA   \n",
+       "174194  2013      4   10    1505.0      140.0    1847.0      242.0      DL   \n",
+       "174202  2013      4   10    1512.0       77.0    1726.0       76.0      WN   \n",
+       "174207  2013      4   10    1515.0      135.0    1714.0      163.0      UA   \n",
+       "174212  2013      4   10    1520.0      100.0    1807.0       87.0      AA   \n",
+       "174217  2013      4   10    1526.0       87.0    1628.0       69.0      9E   \n",
+       "174236  2013      4   10    1544.0      149.0    1813.0      218.0      MQ   \n",
+       "174237  2013      4   10    1545.0      117.0       NaN        NaN      UA   \n",
+       "174272  2013      4   10    1617.0      307.0    1903.0      377.0      UA   \n",
+       "174284  2013      4   10    1636.0      106.0    1957.0      185.0      DL   \n",
+       "174285  2013      4   10    1636.0      216.0    2004.0      326.0      UA   \n",
+       "174296  2013      4   10    1649.0       64.0    1900.0       75.0      MQ   \n",
+       "174301  2013      4   10    1659.0      132.0    1831.0      141.0      EV   \n",
+       "174302  2013      4   10    1659.0      119.0    1958.0      193.0      AA   \n",
+       "174314  2013      4   10    1716.0      106.0    2005.0       86.0      9E   \n",
+       "174317  2013      4   10    1718.0      109.0       NaN        NaN      EV   \n",
+       "174332  2013      4   10    1730.0      510.0    2052.0      516.0      DL   \n",
+       "174342  2013      4   10    1742.0       92.0    2033.0      151.0      B6   \n",
+       "174343  2013      4   10    1742.0      127.0    1952.0      182.0      WN   \n",
+       "174348  2013      4   10    1750.0      230.0    2000.0      269.0      UA   \n",
+       "174349  2013      4   10    1751.0       66.0       NaN        NaN      9E   \n",
+       "174354  2013      4   10    1755.0      145.0    2029.0      146.0      9E   \n",
+       "174370  2013      4   10    1804.0      114.0    2119.0      201.0      9E   \n",
+       "174378  2013      4   10    1813.0       87.0    2110.0      185.0      EV   \n",
+       "174379  2013      4   10    1815.0      125.0    2156.0      236.0      AA   \n",
+       "174380  2013      4   10    1815.0       75.0    1942.0       67.0      MQ   \n",
+       "174383  2013      4   10    1822.0       82.0    2322.0      172.0      UA   \n",
+       "174388  2013      4   10    1826.0      206.0    2111.0      273.0      UA   \n",
+       "174391  2013      4   10    1827.0      147.0    2210.0      280.0      UA   \n",
+       "174403  2013      4   10    1843.0       66.0    2230.0      166.0      DL   \n",
+       "174404  2013      4   10    1844.0      137.0    2137.0      193.0      EV   \n",
+       "174411  2013      4   10    1852.0      177.0    2211.0      245.0      EV   \n",
+       "174420  2013      4   10    1856.0       76.0    2133.0       57.0      B6   \n",
+       "174421  2013      4   10    1857.0      137.0    2152.0      187.0      EV   \n",
+       "174423  2013      4   10    1859.0       89.0    2239.0      163.0      F9   \n",
+       "174429  2013      4   10    1912.0      122.0    2159.0      164.0      AA   \n",
+       "174439  2013      4   10    2001.0       86.0    2258.0      136.0      DL   \n",
+       "174441  2013      4   10    2011.0       76.0    2325.0       75.0      VX   \n",
+       "174443  2013      4   10    2016.0       68.0    2321.0       74.0      UA   \n",
+       "174445  2013      4   10    2017.0      122.0    2224.0      118.0      DL   \n",
+       "174446  2013      4   10    2018.0      198.0    2243.0      233.0      AA   \n",
+       "174448  2013      4   10    2023.0      128.0    2203.0      128.0      MQ   \n",
+       "174449  2013      4   10    2024.0      280.0    2254.0      310.0      UA   \n",
+       "174450  2013      4   10    2025.0       75.0      26.0      106.0      AA   \n",
+       "174451  2013      4   10    2025.0      235.0    2237.0      266.0      UA   \n",
+       "174452  2013      4   10    2030.0      105.0       NaN        NaN      MQ   \n",
+       "174453  2013      4   10    2032.0      108.0    2310.0      116.0      UA   \n",
+       "174454  2013      4   10    2034.0      275.0    2346.0      332.0      MQ   \n",
+       "174455  2013      4   10    2037.0       90.0    2250.0      120.0      UA   \n",
+       "174456  2013      4   10    2041.0      101.0      35.0      110.0      B6   \n",
+       "174457  2013      4   10    2041.0       61.0      31.0       93.0      UA   \n",
+       "174458  2013      4   10    2046.0      166.0    2256.0      186.0      AA   \n",
+       "174461  2013      4   10    2053.0      113.0    2257.0      134.0      DL   \n",
+       "174462  2013      4   10    2053.0      173.0    2305.0      208.0      UA   \n",
+       "174464  2013      4   10    2100.0      130.0    2301.0      146.0      AA   \n",
+       "174467  2013      4   10    2106.0      243.0    2248.0      252.0      B6   \n",
+       "174468  2013      4   10    2112.0       92.0     117.0      150.0      DL   \n",
+       "174470  2013      4   10    2113.0      168.0    2339.0      180.0      DL   \n",
+       "174472  2013      4   10    2124.0      109.0       NaN        NaN      EV   \n",
+       "174473  2013      4   10    2124.0       79.0      43.0       73.0      VX   \n",
+       "174474  2013      4   10    2140.0      200.0    2341.0      221.0      9E   \n",
+       "174475  2013      4   10    2147.0      152.0     114.0      158.0      DL   \n",
+       "174476  2013      4   10    2147.0      103.0     123.0      134.0      UA   \n",
+       "174477  2013      4   10    2148.0      168.0    2330.0      195.0      US   \n",
+       "174479  2013      4   10    2151.0      131.0       NaN        NaN      EV   \n",
+       "174480  2013      4   10    2151.0      146.0     127.0      177.0      AA   \n",
+       "174482  2013      4   10    2158.0      238.0    2349.0      245.0      UA   \n",
+       "174483  2013      4   10    2201.0      126.0    2256.0      106.0      AA   \n",
+       "174484  2013      4   10    2208.0      225.0      49.0      242.0      DL   \n",
+       "174486  2013      4   10    2213.0      178.0     109.0      173.0      B6   \n",
+       "174487  2013      4   10    2214.0      157.0     126.0      150.0      B6   \n",
+       "174488  2013      4   10    2232.0      127.0     230.0      173.0      B6   \n",
+       "174489  2013      4   10    2232.0      120.0     144.0      101.0      B6   \n",
+       "174490  2013      4   10    2233.0      153.0      57.0      168.0      EV   \n",
+       "174491  2013      4   10    2236.0      291.0     144.0      291.0      DL   \n",
+       "174492  2013      4   10    2244.0      149.0     120.0      122.0      DL   \n",
+       "174493  2013      4   10    2245.0      235.0     139.0      243.0      B6   \n",
+       "174494  2013      4   10    2247.0       77.0     217.0      121.0      B6   \n",
+       "174495  2013      4   10    2255.0      235.0     136.0      242.0      DL   \n",
+       "174496  2013      4   10    2255.0      110.0     143.0      104.0      UA   \n",
+       "174497  2013      4   10    2259.0      119.0     210.0      152.0      B6   \n",
+       "174498  2013      4   10    2302.0      243.0     122.0      237.0      FL   \n",
+       "174499  2013      4   10    2305.0      200.0     224.0      224.0      B6   \n",
+       "174500  2013      4   10    2309.0      189.0      50.0      192.0      UA   \n",
+       "174501  2013      4   10    2310.0      190.0     157.0      185.0      UA   \n",
+       "174502  2013      4   10    2317.0      157.0      15.0      141.0      B6   \n",
+       "174503  2013      4   10    2323.0      203.0      45.0      181.0      B6   \n",
+       "174504  2013      4   10    2332.0      152.0     142.0      137.0      DL   \n",
+       "174505  2013      4   10    2333.0      184.0     254.0      172.0      UA   \n",
+       "174506  2013      4   10    2336.0      246.0     226.0      231.0      B6   \n",
+       "174507  2013      4   10    2338.0      173.0     232.0      159.0      B6   \n",
+       "174508  2013      4   10    2339.0      169.0      39.0      138.0      B6   \n",
+       "174509  2013      4   10    2340.0      220.0     342.0      277.0      B6   \n",
+       "174510  2013      4   10    2342.0       82.0     331.0       82.0      B6   \n",
+       "174511  2013      4   10    2344.0      234.0     300.0      200.0      B6   \n",
+       "174512  2013      4   10    2347.0      172.0     110.0      170.0      WN   \n",
+       "174513  2013      4   10    2349.0      254.0     238.0      229.0      UA   \n",
+       "174514  2013      4   10    2351.0      406.0     139.0      386.0      B6   \n",
+       "174515  2013      4   10    2357.0      262.0     148.0      216.0      UA   \n",
+       "174619  2013      4   11      29.0      169.0     256.0      148.0      B6   \n",
+       "174620  2013      4   11      49.0      174.0     207.0      176.0      UA   \n",
+       "174763  2013      4   11     800.0       80.0    1044.0       82.0      B6   \n",
+       "174769  2013      4   11     805.0       66.0     929.0       66.0      B6   \n",
+       "174773  2013      4   11     809.0       99.0    1001.0      110.0      EV   \n",
+       "174820  2013      4   11     853.0      129.0    1005.0      129.0      EV   \n",
+       "174827  2013      4   11     859.0       88.0    1216.0       66.0      B6   \n",
+       "174847  2013      4   11     920.0       78.0    1037.0       69.0      EV   \n",
+       "174851  2013      4   11     924.0       74.0    1125.0       48.0      9E   \n",
+       "174866  2013      4   11     942.0       65.0    1142.0       67.0      EV   \n",
+       "174869  2013      4   11     946.0       76.0    1210.0      115.0      AA   \n",
+       "174871  2013      4   11     947.0      117.0    1128.0      114.0      EV   \n",
+       "174875  2013      4   11     951.0       66.0    1156.0       37.0      EV   \n",
+       "174893  2013      4   11    1011.0      206.0    1150.0      189.0      US   \n",
+       "174895  2013      4   11    1020.0      105.0    1211.0       90.0      EV   \n",
+       "174903  2013      4   11    1029.0       74.0    1242.0       97.0      AA   \n",
+       "174908  2013      4   11    1034.0       65.0    1258.0       61.0      EV   \n",
+       "174911  2013      4   11    1040.0      170.0    1443.0      168.0      AA   \n",
+       "174923  2013      4   11    1053.0       93.0    1335.0       65.0      UA   \n",
+       "174925  2013      4   11    1056.0      171.0    1348.0      163.0      DL   \n",
+       "174932  2013      4   11    1106.0      126.0    1230.0      115.0      EV   \n",
+       "174935  2013      4   11    1106.0      121.0    1211.0      112.0      B6   \n",
+       "174937  2013      4   11    1108.0       73.0    1311.0       91.0      AA   \n",
+       "174938  2013      4   11    1109.0       64.0    1325.0       64.0      DL   \n",
+       "174942  2013      4   11    1111.0       71.0    1408.0       57.0      UA   \n",
+       "174950  2013      4   11    1119.0       69.0    1252.0       87.0      MQ   \n",
+       "174954  2013      4   11    1126.0      116.0    1403.0      123.0      9E   \n",
+       "174955  2013      4   11    1128.0      148.0    1335.0      128.0      DL   \n",
+       "174957  2013      4   11    1131.0      111.0    1331.0      137.0      UA   \n",
+       "174977  2013      4   11    1157.0       67.0    1359.0       95.0      UA   \n",
+       "174993  2013      4   11    1215.0      135.0    1353.0      135.0      UA   \n",
+       "174998  2013      4   11    1229.0      184.0    1410.0      180.0      AA   \n",
+       "175014  2013      4   11    1249.0      103.0    1531.0       86.0      UA   \n",
+       "175030  2013      4   11    1301.0      199.0    1535.0      192.0      B6   \n",
+       "175033  2013      4   11    1305.0      245.0    1441.0      243.0      UA   \n",
+       "175041  2013      4   11    1322.0       96.0    1430.0       90.0      EV   \n",
+       "175047  2013      4   11    1329.0       61.0    1529.0       52.0      EV   \n",
+       "175059  2013      4   11    1342.0       81.0    1601.0       72.0      EV   \n",
+       "175062  2013      4   11    1345.0       76.0    1540.0       74.0      EV   \n",
+       "175064  2013      4   11    1347.0      157.0    1604.0      137.0      UA   \n",
+       "175074  2013      4   11    1401.0       61.0    1527.0       56.0      UA   \n",
+       "175076  2013      4   11    1403.0       98.0    1608.0      123.0      AA   \n",
+       "175079  2013      4   11    1409.0      129.0    1608.0      150.0      UA   \n",
+       "175083  2013      4   11    1423.0       66.0    1801.0       51.0      UA   \n",
+       "175091  2013      4   11    1435.0       87.0    1652.0       92.0      EV   \n",
+       "175098  2013      4   11    1441.0       61.0    1746.0       63.0      B6   \n",
+       "175101  2013      4   11    1444.0       89.0    1618.0      103.0      MQ   \n",
+       "175109  2013      4   11    1450.0       90.0    1916.0      126.0      B6   \n",
+       "175119  2013      4   11    1456.0       91.0    1658.0      118.0      AA   \n",
+       "175136  2013      4   11    1507.0       79.0    1746.0       70.0      UA   \n",
+       "175142  2013      4   11    1513.0       78.0    1810.0       60.0      UA   \n",
+       "175147  2013      4   11    1522.0       92.0    1728.0       89.0      EV   \n",
+       "175155  2013      4   11    1528.0       93.0    1747.0       97.0      WN   \n",
+       "175167  2013      4   11    1542.0      117.0    1738.0      112.0      EV   \n",
+       "175169  2013      4   11    1543.0       73.0    1739.0       73.0      EV   \n",
+       "175181  2013      4   11    1556.0       66.0    1755.0       58.0      EV   \n",
+       "175185  2013      4   11    1558.0      115.0    1744.0      117.0      EV   \n",
+       "175187  2013      4   11    1558.0      103.0    1741.0      106.0      AA   \n",
+       "175197  2013      4   11    1607.0       67.0    1849.0      124.0      AA   \n",
+       "175204  2013      4   11    1612.0       90.0    1806.0       80.0      EV   \n",
+       "175208  2013      4   11    1613.0       68.0    1736.0       66.0      MQ   \n",
+       "175230  2013      4   11    1634.0       65.0    1851.0       71.0      EV   \n",
+       "175235  2013      4   11    1638.0       83.0    1952.0       82.0      UA   \n",
+       "175240  2013      4   11    1647.0       96.0    1838.0       93.0      EV   \n",
+       "175243  2013      4   11    1653.0       84.0    1905.0       94.0      EV   \n",
+       "175254  2013      4   11    1702.0       62.0    1950.0       49.0      B6   \n",
+       "175262  2013      4   11    1713.0       74.0    1927.0       73.0      MQ   \n",
+       "175267  2013      4   11    1718.0      139.0    1925.0      127.0      B6   \n",
+       "175276  2013      4   11    1726.0      117.0    1843.0      116.0      EV   \n",
+       "175277  2013      4   11    1726.0      111.0    1837.0      107.0      WN   \n",
+       "175280  2013      4   11    1730.0       70.0    2013.0       57.0      B6   \n",
+       "175282  2013      4   11    1731.0      171.0    1830.0      145.0      EV   \n",
+       "175286  2013      4   11    1734.0       84.0    1906.0      103.0      EV   \n",
+       "175293  2013      4   11    1739.0       64.0    2047.0       38.0      UA   \n",
+       "175294  2013      4   11    1740.0      105.0    2008.0      173.0      MQ   \n",
+       "175307  2013      4   11    1750.0       94.0    2016.0       86.0      EV   \n",
+       "175309  2013      4   11    1751.0       66.0    2031.0       93.0      9E   \n",
+       "175320  2013      4   11    1800.0      125.0    2032.0      158.0      EV   \n",
+       "175326  2013      4   11    1804.0       95.0    1957.0      107.0      UA   \n",
+       "175327  2013      4   11    1805.0       66.0    2103.0       64.0      AA   \n",
+       "175329  2013      4   11    1806.0      191.0    1952.0      200.0      9E   \n",
+       "175331  2013      4   11    1807.0       68.0    2013.0       91.0      UA   \n",
+       "175332  2013      4   11    1809.0       69.0    1943.0       53.0      AA   \n",
+       "175333  2013      4   11    1810.0      190.0    1935.0      177.0      UA   \n",
+       "175335  2013      4   11    1812.0       92.0    2021.0       96.0      EV   \n",
+       "175344  2013      4   11    1824.0       84.0    1947.0       69.0      UA   \n",
+       "175348  2013      4   11    1828.0       62.0    2055.0       83.0      EV   \n",
+       "175359  2013      4   11    1839.0       70.0    2143.0       59.0      AA   \n",
+       "175365  2013      4   11    1842.0       73.0    2036.0      109.0      EV   \n",
+       "175369  2013      4   11    1847.0      182.0    1950.0      158.0      9E   \n",
+       "175370  2013      4   11    1849.0      114.0    2144.0       94.0      AA   \n",
+       "175380  2013      4   11    1857.0       88.0    2219.0       74.0      VX   \n",
+       "175382  2013      4   11    1858.0      113.0    2059.0      113.0      US   \n",
+       "175387  2013      4   11    1903.0      113.0    2043.0       88.0      AA   \n",
+       "175391  2013      4   11    1908.0      218.0    2036.0      206.0      9E   \n",
+       "175401  2013      4   11    1917.0      157.0    2039.0      160.0      EV   \n",
+       "175403  2013      4   11    1920.0       95.0    2206.0       76.0      AA   \n",
+       "175411  2013      4   11    1929.0       89.0    2125.0       95.0      AA   \n",
+       "175417  2013      4   11    1932.0       62.0    2203.0       63.0      WN   \n",
+       "175420  2013      4   11    1940.0      188.0    2116.0      185.0      EV   \n",
+       "175421  2013      4   11    1940.0      130.0    2225.0      122.0      B6   \n",
+       "175422  2013      4   11    1941.0       71.0    2123.0       73.0      MQ   \n",
+       "175423  2013      4   11    1941.0       71.0    2155.0       55.0      UA   \n",
+       "175425  2013      4   11    1945.0      105.0    2123.0      118.0      WN   \n",
+       "175433  2013      4   11    1953.0      188.0    2210.0      188.0      9E   \n",
+       "175435  2013      4   11    1955.0      235.0    2148.0      240.0      9E   \n",
+       "175440  2013      4   11    1958.0       63.0    2115.0       38.0      EV   \n",
+       "175441  2013      4   11    1958.0       93.0    2152.0       73.0      DL   \n",
+       "175443  2013      4   11    2001.0       91.0    2300.0       60.0      AA   \n",
+       "175447  2013      4   11    2005.0       65.0    2252.0       50.0      UA   \n",
+       "175448  2013      4   11    2006.0      106.0    2135.0      100.0      WN   \n",
+       "175450  2013      4   11    2009.0       64.0    2127.0       42.0      WN   \n",
+       "175465  2013      4   11    2025.0      100.0    2212.0      102.0      MQ   \n",
+       "175468  2013      4   11    2027.0       72.0    2200.0       49.0      EV   \n",
+       "175470  2013      4   11    2027.0      147.0    2320.0      137.0      UA   \n",
+       "175473  2013      4   11    2036.0      106.0    2226.0      111.0      AA   \n",
+       "175474  2013      4   11    2037.0       72.0    2231.0       69.0      9E   \n",
+       "175479  2013      4   11    2040.0       70.0    2242.0       56.0      9E   \n",
+       "175480  2013      4   11    2041.0       61.0    2230.0       43.0      EV   \n",
+       "175481  2013      4   11    2041.0      106.0    2335.0       85.0      VX   \n",
+       "175484  2013      4   11    2043.0       68.0    2336.0       47.0      UA   \n",
+       "175486  2013      4   11    2050.0       65.0    2346.0       66.0      B6   \n",
+       "175487  2013      4   11    2050.0       70.0    2231.0       61.0      MQ   \n",
+       "175488  2013      4   11    2051.0       76.0    2338.0       99.0      EV   \n",
+       "175491  2013      4   11    2100.0      112.0    2231.0      100.0      UA   \n",
+       "175494  2013      4   11    2108.0      168.0    2350.0      139.0      AS   \n",
+       "175496  2013      4   11    2111.0       71.0    2208.0       55.0      US   \n",
+       "175497  2013      4   11    2114.0      104.0    2244.0      103.0      EV   \n",
+       "175503  2013      4   11    2117.0      168.0    2317.0      157.0      9E   \n",
+       "175506  2013      4   11    2121.0      245.0    2321.0      225.0      UA   \n",
+       "175507  2013      4   11    2122.0      142.0    2400.0      146.0      EV   \n",
+       "175512  2013      4   11    2125.0       81.0      24.0       75.0      UA   \n",
+       "175514  2013      4   11    2136.0      116.0    2341.0      131.0      MQ   \n",
+       "175515  2013      4   11    2136.0       91.0      45.0       94.0      UA   \n",
+       "175521  2013      4   11    2145.0      105.0    2354.0       96.0      EV   \n",
+       "175525  2013      4   11    2148.0      108.0      48.0      109.0      UA   \n",
+       "175527  2013      4   11    2150.0      135.0    2305.0      125.0      EV   \n",
+       "175529  2013      4   11    2154.0       74.0      38.0       42.0      B6   \n",
+       "175530  2013      4   11    2154.0       64.0    2300.0       39.0      B6   \n",
+       "175531  2013      4   11    2157.0       80.0     129.0       59.0      UA   \n",
+       "175532  2013      4   11    2204.0       64.0    2259.0       49.0      US   \n",
+       "175533  2013      4   11    2206.0       81.0      58.0       65.0      B6   \n",
+       "175534  2013      4   11    2209.0       69.0      42.0       64.0      B6   \n",
+       "175535  2013      4   11    2210.0       65.0    2400.0       71.0      EV   \n",
+       "175536  2013      4   11    2215.0       76.0      17.0       81.0      EV   \n",
+       "175537  2013      4   11    2216.0       81.0    2336.0       66.0      AA   \n",
+       "175538  2013      4   11    2217.0      137.0      41.0      113.0      9E   \n",
+       "175539  2013      4   11    2218.0       68.0    2328.0       56.0      EV   \n",
+       "175540  2013      4   11    2219.0      109.0    2325.0       95.0      WN   \n",
+       "175544  2013      4   11    2229.0       65.0    2329.0       46.0      EV   \n",
+       "175545  2013      4   11    2229.0      179.0    2334.0      164.0      EV   \n",
+       "175546  2013      4   11    2231.0       61.0     142.0       86.0      B6   \n",
+       "175547  2013      4   11    2233.0      184.0     100.0      151.0      AA   \n",
+       "175549  2013      4   11    2236.0      114.0     119.0       64.0      UA   \n",
+       "175550  2013      4   11    2238.0       63.0    2339.0       47.0      EV   \n",
+       "175551  2013      4   11    2238.0      178.0     118.0      140.0      UA   \n",
+       "175553  2013      4   11    2241.0      221.0      16.0      200.0      9E   \n",
+       "175555  2013      4   11    2247.0      117.0      20.0      111.0      EV   \n",
+       "175557  2013      4   11    2250.0      115.0    2359.0       99.0      WN   \n",
+       "175558  2013      4   11    2254.0       94.0      35.0       80.0      EV   \n",
+       "175560  2013      4   11    2300.0      180.0       1.0      164.0      EV   \n",
+       "175562  2013      4   11    2303.0      124.0      58.0      114.0      EV   \n",
+       "175563  2013      4   11    2304.0      118.0     124.0      110.0      EV   \n",
+       "175566  2013      4   11    2319.0       84.0     204.0       76.0      B6   \n",
+       "175567  2013      4   11    2321.0      206.0      53.0      194.0      EV   \n",
+       "175568  2013      4   11    2339.0      190.0     140.0      190.0      EV   \n",
+       "175569  2013      4   11    2345.0      115.0     226.0      106.0      B6   \n",
+       "175613  2013      4   12      48.0      259.0     250.0      260.0      EV   \n",
+       "175614  2013      4   12      51.0      291.0     250.0      281.0      EV   \n",
+       "175615  2013      4   12     102.0      192.0     402.0      202.0      B6   \n",
+       "175734  2013      4   12     734.0       64.0     913.0       62.0      EV   \n",
+       "175799  2013      4   12     840.0      120.0    1043.0      112.0      EV   \n",
+       "175823  2013      4   12     859.0       74.0    1036.0       93.0      EV   \n",
+       "175829  2013      4   12     902.0      138.0       NaN        NaN      EV   \n",
+       "175851  2013      4   12     925.0       90.0    1145.0      155.0      MQ   \n",
+       "175853  2013      4   12     927.0      167.0    1200.0      194.0      EV   \n",
+       "175858  2013      4   12     932.0       91.0    1101.0      104.0      EV   \n",
+       "175863  2013      4   12     935.0       90.0    1208.0      114.0      EV   \n",
+       "175864  2013      4   12     937.0       83.0    1238.0      133.0      EV   \n",
+       "175865  2013      4   12     937.0       62.0    1215.0       94.0      EV   \n",
+       "175868  2013      4   12     940.0       80.0    1114.0      104.0      EV   \n",
+       "175873  2013      4   12     943.0       88.0    1212.0       87.0      DL   \n",
+       "175906  2013      4   12    1013.0       68.0    1138.0       74.0      B6   \n",
+       "175911  2013      4   12    1024.0      149.0    1221.0      123.0      9E   \n",
+       "175925  2013      4   12    1047.0      127.0    1510.0        NaN      EV   \n",
+       "175929  2013      4   12    1059.0       89.0    1405.0       70.0      AA   \n",
+       "175942  2013      4   12    1117.0      147.0    1227.0      136.0      9E   \n",
+       "175960  2013      4   12    1144.0      213.0    1331.0      203.0      EV   \n",
+       "175968  2013      4   12    1200.0      121.0    1308.0      118.0      EV   \n",
+       "175978  2013      4   12    1208.0       98.0    1321.0       99.0      EV   \n",
+       "175988  2013      4   12    1240.0      100.0    1400.0      102.0      EV   \n",
+       "175989  2013      4   12    1243.0      188.0    1355.0      155.0      WN   \n",
+       "175998  2013      4   12    1254.0      414.0    1428.0      428.0      MQ   \n",
+       "175999  2013      4   12    1257.0       72.0    1428.0       48.0      MQ   \n",
+       "176003  2013      4   12    1302.0       62.0    1409.0       58.0      US   \n",
+       "176005  2013      4   12    1303.0      179.0    1422.0      172.0      EV   \n",
+       "176007  2013      4   12    1305.0       90.0    1454.0      119.0      MQ   \n",
+       "176009  2013      4   12    1310.0       70.0    1437.0       92.0      B6   \n",
+       "176010  2013      4   12    1311.0       71.0    1406.0       59.0      EV   \n",
+       "176011  2013      4   12    1311.0       71.0    1417.0       62.0      9E   \n",
+       "176012  2013      4   12    1313.0       63.0    1459.0       64.0      MQ   \n",
+       "176014  2013      4   12    1316.0       82.0    1536.0       76.0      FL   \n",
+       "176017  2013      4   12    1319.0       69.0    1425.0       60.0      WN   \n",
+       "176025  2013      4   12    1329.0      153.0    1630.0      171.0      B6   \n",
+       "176041  2013      4   12    1400.0       75.0    1514.0       84.0      AA   \n",
+       "176042  2013      4   12    1400.0       65.0    1532.0       76.0      B6   \n",
+       "176043  2013      4   12    1402.0       72.0    1523.0       86.0      B6   \n",
+       "176046  2013      4   12    1406.0       66.0    1529.0       51.0      UA   \n",
+       "176047  2013      4   12    1407.0       82.0    1713.0       88.0      WN   \n",
+       "176048  2013      4   12    1407.0       67.0    1515.0       65.0      US   \n",
+       "176049  2013      4   12    1409.0       61.0    1616.0       56.0      EV   \n",
+       "176056  2013      4   12    1421.0      106.0    1632.0       87.0      WN   \n",
+       "176059  2013      4   12    1425.0      159.0    1539.0      159.0      EV   \n",
+       "176067  2013      4   12    1445.0      129.0    1625.0      151.0      EV   \n",
+       "176071  2013      4   12    1447.0       77.0    1739.0       93.0      B6   \n",
+       "176073  2013      4   12    1447.0       62.0    1626.0       56.0      MQ   \n",
+       "176077  2013      4   12    1453.0       88.0    1625.0       85.0      AA   \n",
+       "176080  2013      4   12    1455.0      100.0    1625.0      110.0      MQ   \n",
+       "176089  2013      4   12    1506.0       61.0    1658.0       93.0      EV   \n",
+       "176092  2013      4   12    1513.0      104.0    1657.0      110.0      EV   \n",
+       "176093  2013      4   12    1513.0      165.0    1724.0      167.0      EV   \n",
+       "176095  2013      4   12    1515.0       95.0    1908.0      145.0      B6   \n",
+       "176097  2013      4   12    1515.0       75.0    1626.0       73.0      US   \n",
+       "176098  2013      4   12    1516.0      107.0    1729.0      145.0      MQ   \n",
+       "176100  2013      4   12    1518.0       83.0    1900.0      135.0      B6   \n",
+       "176116  2013      4   12    1535.0      115.0    1837.0      113.0      B6   \n",
+       "176118  2013      4   12    1536.0       61.0    1804.0       80.0      DL   \n",
+       "176120  2013      4   12    1542.0       62.0    1832.0       59.0      UA   \n",
+       "176124  2013      4   12    1545.0      110.0    1705.0      105.0      WN   \n",
+       "176126  2013      4   12    1546.0       71.0    1931.0      113.0      B6   \n",
+       "176130  2013      4   12    1550.0      230.0    1825.0      227.0      DL   \n",
+       "176135  2013      4   12    1553.0      144.0    1657.0      141.0      EV   \n",
+       "176137  2013      4   12    1555.0       75.0    1719.0       69.0      FL   \n",
+       "176139  2013      4   12    1556.0      161.0    1727.0      174.0      EV   \n",
+       "176146  2013      4   12    1604.0       64.0    1812.0       92.0      MQ   \n",
+       "176151  2013      4   12    1609.0       99.0    1834.0      128.0      EV   \n",
+       "176156  2013      4   12    1611.0       86.0    2014.0      129.0      AA   \n",
+       "176157  2013      4   12    1611.0      102.0    1952.0      129.0      DL   \n",
+       "176159  2013      4   12    1613.0      143.0    1819.0      132.0      US   \n",
+       "176161  2013      4   12    1615.0       75.0    1921.0       81.0      AA   \n",
+       "176165  2013      4   12    1618.0      143.0    1835.0      145.0      WN   \n",
+       "176170  2013      4   12    1625.0       85.0    1829.0       96.0      US   \n",
+       "176178  2013      4   12    1630.0      110.0    1950.0      117.0      DL   \n",
+       "176184  2013      4   12    1635.0      110.0    1936.0      147.0      EV   \n",
+       "176185  2013      4   12    1637.0       68.0    1847.0       62.0      UA   \n",
+       "176186  2013      4   12    1639.0       64.0    1812.0       82.0      WN   \n",
+       "176194  2013      4   12    1647.0       62.0    2031.0       84.0      DL   \n",
+       "176196  2013      4   12    1649.0      170.0    1813.0      174.0      9E   \n",
+       "176198  2013      4   12    1650.0      120.0    1914.0      137.0      EV   \n",
+       "176199  2013      4   12    1652.0      113.0    1935.0      135.0      EV   \n",
+       "176202  2013      4   12    1655.0       95.0    1958.0      133.0      MQ   \n",
+       "176204  2013      4   12    1656.0      132.0    2036.0      181.0      B6   \n",
+       "176212  2013      4   12    1701.0       91.0    1833.0       83.0      9E   \n",
+       "176214  2013      4   12    1702.0       92.0    2050.0      136.0      DL   \n",
+       "176216  2013      4   12    1706.0       96.0    1928.0      116.0      US   \n",
+       "176221  2013      4   12    1713.0      190.0    1843.0      199.0      EV   \n",
+       "176222  2013      4   12    1713.0      103.0    1839.0      110.0      EV   \n",
+       "176235  2013      4   12    1733.0       98.0    1911.0      116.0      MQ   \n",
+       "176239  2013      4   12    1738.0      163.0    2114.0      189.0      AA   \n",
+       "176251  2013      4   12    1749.0      114.0    2002.0      112.0      WN   \n",
+       "176252  2013      4   12    1750.0      159.0    1959.0      174.0      EV   \n",
+       "176253  2013      4   12    1752.0      167.0    1921.0      171.0      MQ   \n",
+       "176254  2013      4   12    1754.0      114.0    2107.0      126.0      B6   \n",
+       "176255  2013      4   12    1754.0       84.0    2017.0       86.0      US   \n",
+       "176256  2013      4   12    1755.0       96.0    1922.0      111.0      UA   \n",
+       "176257  2013      4   12    1756.0       87.0    2113.0       87.0      UA   \n",
+       "176265  2013      4   12    1805.0      125.0    2125.0      144.0      B6   \n",
+       "176269  2013      4   12    1806.0      146.0    2012.0      202.0      US   \n",
+       "176272  2013      4   12    1809.0      160.0    2025.0      174.0      EV   \n",
+       "176273  2013      4   12    1816.0       76.0    2109.0       74.0      AA   \n",
+       "176275  2013      4   12    1817.0      206.0    2142.0      232.0      UA   \n",
+       "176277  2013      4   12    1818.0       78.0    2122.0       67.0      B6   \n",
+       "176282  2013      4   12    1824.0       99.0    2027.0       85.0      9E   \n",
+       "176284  2013      4   12    1824.0       84.0    1943.0       65.0      UA   \n",
+       "176291  2013      4   12    1831.0      141.0    1953.0      129.0      9E   \n",
+       "176297  2013      4   12    1836.0      121.0    2034.0      104.0      DL   \n",
+       "176298  2013      4   12    1836.0       89.0    2145.0       64.0      UA   \n",
+       "176299  2013      4   12    1836.0       96.0    2230.0      120.0      UA   \n",
+       "176302  2013      4   12    1838.0       68.0    1947.0       57.0      DL   \n",
+       "176303  2013      4   12    1840.0      115.0    2107.0      129.0      9E   \n",
+       "176306  2013      4   12    1842.0       67.0    2104.0       61.0      DL   \n",
+       "176309  2013      4   12    1845.0      133.0    2057.0      153.0      EV   \n",
+       "176312  2013      4   12    1846.0      256.0    2052.0      263.0      EV   \n",
+       "176313  2013      4   12    1847.0      147.0    2157.0      161.0      B6   \n",
+       "176321  2013      4   12    1859.0       66.0    2012.0       42.0      UA   \n",
+       "176322  2013      4   12    1900.0      180.0    2114.0      159.0      9E   \n",
+       "176323  2013      4   12    1900.0      120.0    2016.0      122.0      B6   \n",
+       "176325  2013      4   12    1901.0       61.0    2236.0       71.0      UA   \n",
+       "176326  2013      4   12    1903.0       83.0    2024.0       69.0      WN   \n",
+       "176327  2013      4   12    1904.0      121.0    2021.0      105.0      B6   \n",
+       "176341  2013      4   12    1915.0       61.0    2148.0       33.0      UA   \n",
+       "176342  2013      4   12    1918.0       98.0    2117.0       94.0      YV   \n",
+       "176345  2013      4   12    1921.0       64.0    2149.0       64.0      DL   \n",
+       "176347  2013      4   12    1924.0       64.0    2055.0       60.0      WN   \n",
+       "176349  2013      4   12    1927.0      118.0    2237.0      113.0      AA   \n",
+       "176354  2013      4   12    1933.0      186.0    2139.0      195.0      EV   \n",
+       "176356  2013      4   12    1934.0      183.0    2112.0      195.0      EV   \n",
+       "176362  2013      4   12    1936.0       81.0    2132.0       56.0      9E   \n",
+       "176366  2013      4   12    1938.0      120.0    2216.0      132.0      FL   \n",
+       "176369  2013      4   12    1942.0      136.0    2159.0      147.0      EV   \n",
+       "176371  2013      4   12    1945.0       80.0    2136.0       57.0      DL   \n",
+       "176373  2013      4   12    1947.0      101.0    2105.0       90.0      B6   \n",
+       "176377  2013      4   12    1952.0      142.0    2214.0      138.0      F9   \n",
+       "176382  2013      4   12    1956.0      136.0    2145.0      140.0      WN   \n",
+       "176383  2013      4   12    1957.0       87.0    2153.0      118.0      MQ   \n",
+       "176392  2013      4   12    2004.0      185.0    2258.0      179.0      AA   \n",
+       "176395  2013      4   12    2005.0      235.0    2134.0      251.0      EV   \n",
+       "176397  2013      4   12    2007.0       97.0    2158.0      108.0      MQ   \n",
+       "176398  2013      4   12    2009.0       64.0    2139.0       54.0      WN   \n",
+       "176401  2013      4   12    2012.0       73.0    2248.0       83.0      FL   \n",
+       "176410  2013      4   12    2021.0      266.0    2232.0      278.0      EV   \n",
+       "176412  2013      4   12    2028.0      119.0    2226.0      115.0      US   \n",
+       "176413  2013      4   12    2029.0      261.0    2159.0      224.0      9E   \n",
+       "176415  2013      4   12    2032.0       62.0    2337.0       67.0      AA   \n",
+       "176418  2013      4   12    2034.0      184.0    2224.0      185.0      US   \n",
+       "176419  2013      4   12    2036.0      156.0    2151.0      146.0      WN   \n",
+       "176420  2013      4   12    2037.0      237.0    2151.0      232.0      EV   \n",
+       "176421  2013      4   12    2037.0      178.0    2338.0      188.0      B6   \n",
+       "176422  2013      4   12    2038.0       98.0    2300.0       86.0      EV   \n",
+       "176423  2013      4   12    2040.0       70.0    2153.0       63.0      EV   \n",
+       "176425  2013      4   12    2042.0       62.0    2240.0       53.0      EV   \n",
+       "176427  2013      4   12    2044.0       89.0    2255.0      104.0      EV   \n",
+       "176428  2013      4   12    2044.0      129.0    2344.0       99.0      UA   \n",
+       "176436  2013      4   12    2057.0      122.0    2221.0      104.0      EV   \n",
+       "176438  2013      4   12    2059.0       89.0    2232.0       91.0      EV   \n",
+       "176443  2013      4   12    2102.0       97.0    2359.0       94.0      DL   \n",
+       "176444  2013      4   12    2102.0       84.0    2329.0       74.0      UA   \n",
+       "176448  2013      4   12    2105.0      155.0    2321.0      141.0      WN   \n",
+       "176452  2013      4   12    2110.0       80.0      38.0       87.0      DL   \n",
+       "176454  2013      4   12    2112.0      132.0    2246.0      121.0      EV   \n",
+       "176456  2013      4   12    2113.0      223.0    2358.0      215.0      B6   \n",
+       "176457  2013      4   12    2115.0      106.0    2322.0       85.0      EV   \n",
+       "176458  2013      4   12    2119.0      110.0      17.0      108.0      AA   \n",
+       "176461  2013      4   12    2125.0      145.0    2340.0      150.0      EV   \n",
+       "176465  2013      4   12    2127.0       83.0      15.0       69.0      UA   \n",
+       "176467  2013      4   12    2128.0       88.0    2323.0       81.0      EV   \n",
+       "176469  2013      4   12    2129.0      159.0      36.0      180.0      B6   \n",
+       "176470  2013      4   12    2130.0      115.0    2310.0      130.0      EV   \n",
+       "176471  2013      4   12    2133.0      193.0       3.0      152.0      AS   \n",
+       "176475  2013      4   12    2137.0      121.0      52.0      125.0      UA   \n",
+       "176476  2013      4   12    2138.0      107.0      53.0      129.0      UA   \n",
+       "176477  2013      4   12    2139.0       99.0      33.0      109.0      EV   \n",
+       "176480  2013      4   12    2144.0       66.0     122.0       46.0      UA   \n",
+       "176488  2013      4   12    2153.0       73.0    2308.0       68.0      MQ   \n",
+       "176490  2013      4   12    2201.0      121.0    2313.0       95.0      UA   \n",
+       "176494  2013      4   12    2209.0       63.0      54.0       80.0      EV   \n",
+       "176495  2013      4   12    2216.0       91.0    2327.0       68.0      9E   \n",
+       "176496  2013      4   12    2222.0       82.0     127.0      109.0      B6   \n",
+       "176500  2013      4   12    2241.0      266.0    2356.0      248.0      9E   \n",
+       "176501  2013      4   12    2241.0      226.0     133.0      203.0      VX   \n",
+       "176503  2013      4   12    2244.0      145.0     138.0      133.0      UA   \n",
+       "176504  2013      4   12    2247.0      167.0    2342.0      145.0      EV   \n",
+       "176505  2013      4   12    2247.0      182.0     200.0      200.0      B6   \n",
+       "176506  2013      4   12    2247.0      142.0     149.0      136.0      UA   \n",
+       "176507  2013      4   12    2249.0       85.0    2344.0       61.0      EV   \n",
+       "176508  2013      4   12    2250.0      130.0    2347.0      113.0      B6   \n",
+       "176509  2013      4   12    2255.0      116.0      47.0      111.0      EV   \n",
+       "176511  2013      4   12    2259.0       64.0     158.0       70.0      B6   \n",
+       "176513  2013      4   12    2309.0      124.0      50.0      121.0      EV   \n",
+       "176514  2013      4   12    2313.0      108.0     203.0      108.0      UA   \n",
+       "176515  2013      4   12    2321.0      172.0     218.0      136.0      UA   \n",
+       "176517  2013      4   12    2326.0      100.0     342.0      120.0      B6   \n",
+       "176519  2013      4   12    2333.0      138.0     136.0      130.0      EV   \n",
+       "176522  2013      4   12    2338.0      108.0     241.0      118.0      B6   \n",
+       "176524  2013      4   12    2349.0      139.0     314.0      178.0      B6   \n",
+       "176525  2013      4   12    2357.0      177.0     218.0      173.0      DL   \n",
+       "176600  2013      4   13     100.0      210.0     352.0      216.0      B6   \n",
+       "176913  2013      4   13    1204.0      109.0    1344.0      124.0      WN   \n",
+       "176945  2013      4   13    1304.0       69.0    1423.0       73.0      MQ   \n",
+       "177004  2013      4   13    1421.0       81.0    1606.0       91.0      MQ   \n",
+       "177017  2013      4   13    1434.0      144.0    1729.0      164.0      B6   \n",
+       "177114  2013      4   13    1614.0       89.0    1947.0       92.0      DL   \n",
+       "177115  2013      4   13    1615.0      150.0    1916.0      136.0      AA   \n",
+       "177121  2013      4   13    1622.0       82.0    1739.0       87.0      US   \n",
+       "177145  2013      4   13    1650.0      125.0    2028.0      143.0      AA   \n",
+       "177160  2013      4   13    1704.0      125.0    1817.0      100.0      B6   \n",
+       "177167  2013      4   13    1712.0       72.0    2054.0       89.0      AA   \n",
+       "177172  2013      4   13    1718.0      118.0    2015.0      124.0      B6   \n",
+       "177182  2013      4   13    1724.0      104.0    1849.0       75.0      B6   \n",
+       "177194  2013      4   13    1735.0      125.0    2029.0      116.0      9E   \n",
+       "177210  2013      4   13    1805.0       65.0    2056.0       31.0      AA   \n",
+       "177213  2013      4   13    1807.0      203.0    2108.0      213.0      B6   \n",
+       "177251  2013      4   13    1855.0       86.0    2217.0       66.0      UA   \n",
+       "177272  2013      4   13    1926.0      132.0    2224.0      141.0      UA   \n",
+       "177285  2013      4   13    1935.0       65.0    2307.0       63.0      UA   \n",
+       "177315  2013      4   13    2038.0       73.0    2337.0       67.0      AA   \n",
+       "177323  2013      4   13    2052.0       72.0    2252.0       82.0      MQ   \n",
+       "177325  2013      4   13    2057.0       67.0      17.0       37.0      B6   \n",
+       "177327  2013      4   13    2102.0       67.0    2219.0       69.0      AA   \n",
+       "177332  2013      4   13    2111.0       71.0      10.0       65.0      B6   \n",
+       "177334  2013      4   13    2114.0      144.0       7.0      151.0      B6   \n",
+       "177338  2013      4   13    2120.0      130.0      27.0      107.0      AA   \n",
+       "177340  2013      4   13    2124.0       99.0      10.0       90.0      B6   \n",
+       "177346  2013      4   13    2136.0      141.0      26.0      130.0      B6   \n",
+       "177355  2013      4   13    2218.0      279.0      52.0      262.0      B6   \n",
+       "177359  2013      4   13    2247.0       92.0     128.0       92.0      B6   \n",
+       "177369  2013      4   14      16.0       91.0     112.0       71.0      B6   \n",
+       "177432  2013      4   14     701.0       76.0    1033.0       66.0      B6   \n",
+       "177581  2013      4   14     935.0       66.0    1136.0       62.0      MQ   \n",
+       "177587  2013      4   14     944.0      119.0    1140.0      117.0      EV   \n",
+       "177593  2013      4   14     950.0      148.0    1233.0      147.0      UA   \n",
+       "177632  2013      4   14    1046.0       81.0    1211.0       61.0      AA   \n",
+       "177640  2013      4   14    1056.0       86.0    1438.0      103.0      AA   \n",
+       "177675  2013      4   14    1140.0      100.0    1513.0       99.0      DL   \n",
+       "177690  2013      4   14    1156.0       81.0    1605.0      117.0      B6   \n",
+       "177694  2013      4   14    1159.0      129.0    1413.0      128.0      9E   \n",
+       "177702  2013      4   14    1205.0       95.0    1609.0      119.0      VX   \n",
+       "177703  2013      4   14    1207.0       98.0    1329.0       88.0      EV   \n",
+       "177706  2013      4   14    1211.0      101.0    1454.0      105.0      DL   \n",
+       "177713  2013      4   14    1223.0      113.0    1559.0      114.0      VX   \n",
+       "177745  2013      4   14    1301.0       91.0    1600.0       90.0      B6   \n",
+       "177789  2013      4   14    1359.0      164.0    1537.0      193.0      B6   \n",
+       "177793  2013      4   14    1400.0      165.0    1636.0      150.0      DL   \n",
+       "177828  2013      4   14    1448.0       63.0    1600.0       67.0      9E   \n",
+       "177831  2013      4   14    1449.0       70.0    1821.0       86.0      B6   \n",
+       "177899  2013      4   14    1547.0       62.0    1854.0       64.0      UA   \n",
+       "177908  2013      4   14    1554.0       64.0    1733.0       66.0      9E   \n",
+       "177921  2013      4   14    1600.0       63.0    1940.0      106.0      B6   \n",
+       "177929  2013      4   14    1607.0       68.0    1750.0       73.0      B6   \n",
+       "177932  2013      4   14    1609.0       89.0    1751.0       87.0      EV   \n",
+       "177966  2013      4   14    1648.0      123.0    1937.0       92.0      AA   \n",
+       "178003  2013      4   14    1723.0       88.0    1829.0       74.0      UA   \n",
+       "178054  2013      4   14    1811.0       66.0    2250.0      133.0      UA   \n",
+       "178067  2013      4   14    1819.0      104.0    1951.0       99.0      EV   \n",
+       "178075  2013      4   14    1822.0      203.0    2035.0      197.0      B6   \n",
+       "178082  2013      4   14    1829.0      179.0    2201.0      176.0      AA   \n",
+       "178090  2013      4   14    1835.0       66.0    2242.0       93.0      UA   \n",
+       "178099  2013      4   14    1842.0      102.0    2226.0       96.0      DL   \n",
+       "178127  2013      4   14    1909.0       69.0    2047.0       72.0      WN   \n",
+       "178153  2013      4   14    1934.0       88.0    2049.0       74.0      B6   \n",
+       "178163  2013      4   14    1946.0      196.0    2336.0      201.0      VX   \n",
+       "178188  2013      4   14    2016.0       76.0    2341.0       56.0      B6   \n",
+       "178196  2013      4   14    2026.0       64.0      11.0       67.0      UA   \n",
+       "178197  2013      4   14    2026.0      116.0      41.0      159.0      UA   \n",
+       "178211  2013      4   14    2039.0      219.0       2.0      217.0      AA   \n",
+       "178222  2013      4   14    2052.0      112.0      36.0      100.0      DL   \n",
+       "178234  2013      4   14    2103.0      214.0     103.0      238.0      VX   \n",
+       "178237  2013      4   14    2105.0       70.0    2303.0       84.0      EV   \n",
+       "178249  2013      4   14    2128.0       73.0    2347.0       68.0      9E   \n",
+       "178259  2013      4   14    2148.0      182.0    2400.0      224.0      EV   \n",
+       "178261  2013      4   14    2153.0      233.0     134.0      234.0      AA   \n",
+       "178268  2013      4   14    2223.0      114.0    2330.0       87.0      EV   \n",
+       "178269  2013      4   14    2228.0      118.0     101.0      106.0      B6   \n",
+       "178271  2013      4   14    2235.0      165.0     213.0      153.0      B6   \n",
+       "178272  2013      4   14    2235.0       66.0     135.0       80.0      UA   \n",
+       "178273  2013      4   14    2237.0       67.0    2354.0       51.0      B6   \n",
+       "178277  2013      4   14    2257.0      242.0     223.0      223.0      VX   \n",
+       "178278  2013      4   14    2307.0       68.0      16.0       60.0      EV   \n",
+       "178534  2013      4   15     912.0      192.0    1248.0      234.0      B6   \n",
+       "178596  2013      4   15    1020.0      130.0    1134.0      118.0      EV   \n",
+       "178601  2013      4   15    1023.0      117.0    1202.0      112.0      EV   \n",
+       "178605  2013      4   15    1025.0       80.0    1138.0       79.0      B6   \n",
+       "178654  2013      4   15    1137.0       67.0    1245.0       48.0      EV   \n",
+       "178678  2013      4   15    1159.0       85.0    1359.0       76.0      EV   \n",
+       "178682  2013      4   15    1210.0       70.0    1445.0       75.0      DL   \n",
+       "178738  2013      4   15    1322.0      307.0    1555.0      280.0      DL   \n",
+       "178743  2013      4   15    1325.0       85.0    1509.0       86.0      EV   \n",
+       "178772  2013      4   15    1357.0      107.0    1629.0      127.0      UA   \n",
+       "178778  2013      4   15    1408.0       73.0    1529.0       73.0      B6   \n",
+       "178783  2013      4   15    1420.0      104.0    1535.0      101.0      EV   \n",
+       "178789  2013      4   15    1429.0      149.0    1539.0      147.0      EV   \n",
+       "178870  2013      4   15    1538.0      129.0    1657.0      141.0      EV   \n",
+       "178885  2013      4   15    1547.0       92.0    1805.0      115.0      MQ   \n",
+       "178928  2013      4   15    1623.0       68.0    1937.0       97.0      UA   \n",
+       "178930  2013      4   15    1624.0      108.0    2009.0      134.0      UA   \n",
+       "178941  2013      4   15    1633.0      123.0    1853.0      147.0      EV   \n",
+       "178965  2013      4   15    1656.0      103.0    2005.0      107.0      UA   \n",
+       "178970  2013      4   15    1658.0      128.0    1824.0      117.0      EV   \n",
+       "178980  2013      4   15    1707.0      217.0    2006.0      221.0      B6   \n",
+       "179028  2013      4   15    1754.0      119.0    1952.0      118.0      EV   \n",
+       "179031  2013      4   15    1757.0      169.0    2046.0      147.0      DL   \n",
+       "179043  2013      4   15    1806.0       66.0    2115.0       60.0      B6   \n",
+       "179048  2013      4   15    1808.0       96.0    1953.0       89.0      EV   \n",
+       "179051  2013      4   15    1809.0      119.0    1912.0       88.0      9E   \n",
+       "179061  2013      4   15    1818.0       78.0    2200.0       90.0      UA   \n",
+       "179063  2013      4   15    1820.0       72.0    2050.0      100.0      EV   \n",
+       "179065  2013      4   15    1820.0      165.0    2130.0      190.0      UA   \n",
+       "179116  2013      4   15    1903.0      214.0    2035.0      228.0      EV   \n",
+       "179129  2013      4   15    1921.0       81.0    2120.0       79.0      EV   \n",
+       "179132  2013      4   15    1921.0       96.0    2213.0       68.0      DL   \n",
+       "179166  2013      4   15    1943.0      149.0    2149.0      159.0      EV   \n",
+       "179190  2013      4   15    2013.0       73.0    2356.0       71.0      B6   \n",
+       "179208  2013      4   15    2038.0       98.0    2308.0       66.0      UA   \n",
+       "179210  2013      4   15    2040.0       85.0    2221.0       70.0      EV   \n",
+       "179236  2013      4   15    2112.0       72.0    2310.0       68.0      EV   \n",
+       "179263  2013      4   15    2230.0       84.0      36.0       62.0      EV   \n",
+       "179268  2013      4   15    2245.0       80.0    2357.0       82.0      MQ   \n",
+       "179271  2013      4   15    2313.0       78.0      15.0       63.0      UA   \n",
+       "179273  2013      4   15    2355.0      165.0     104.0      142.0      EV   \n",
+       "179274  2013      4   15    2356.0       96.0     329.0       80.0      B6   \n",
+       "179418  2013      4   16     747.0       77.0     928.0       56.0      US   \n",
+       "179606  2013      4   16    1040.0      100.0    1206.0       88.0      UA   \n",
+       "179619  2013      4   16    1105.0       66.0    1204.0       54.0      EV   \n",
+       "179625  2013      4   16    1111.0       72.0    1311.0       50.0      US   \n",
+       "179671  2013      4   16    1226.0       86.0    1339.0       89.0      MQ   \n",
+       "179678  2013      4   16    1240.0       85.0    1555.0      105.0      AA   \n",
+       "179679  2013      4   16    1241.0       91.0    1404.0       89.0      WN   \n",
+       "179680  2013      4   16    1242.0       77.0    1410.0       65.0      AA   \n",
+       "179682  2013      4   16    1243.0       78.0    1517.0       56.0      B6   \n",
+       "179684  2013      4   16    1244.0       89.0    1351.0       61.0      WN   \n",
+       "179696  2013      4   16    1255.0      100.0    1459.0      114.0      MQ   \n",
+       "179702  2013      4   16    1304.0      109.0    1527.0      114.0      UA   \n",
+       "179713  2013      4   16    1319.0      289.0    1454.0      265.0      9E   \n",
+       "179734  2013      4   16    1348.0       66.0    1627.0       59.0      B6   \n",
+       "179747  2013      4   16    1402.0       62.0    1527.0       52.0      MQ   \n",
+       "179763  2013      4   16    1438.0      108.0    1726.0       98.0      B6   \n",
+       "179785  2013      4   16    1454.0      174.0    1757.0      172.0      AA   \n",
+       "179807  2013      4   16    1512.0      182.0    1638.0      163.0      MQ   \n",
+       "179853  2013      4   16    1556.0      236.0    1756.0      251.0      MQ   \n",
+       "179866  2013      4   16    1606.0       76.0    1743.0       68.0      MQ   \n",
+       "179882  2013      4   16    1625.0      280.0    1814.0      274.0      MQ   \n",
+       "179888  2013      4   16    1628.0       98.0    1751.0       84.0      9E   \n",
+       "179900  2013      4   16    1642.0      117.0    1818.0      113.0      AA   \n",
+       "179905  2013      4   16    1651.0      221.0    1840.0      210.0      MQ   \n",
+       "179922  2013      4   16    1704.0      299.0    2009.0      344.0      MQ   \n",
+       "179923  2013      4   16    1706.0      366.0    1839.0      354.0      MQ   \n",
+       "179926  2013      4   16    1709.0      274.0    1956.0      276.0      AA   \n",
+       "179930  2013      4   16    1712.0      162.0    2042.0      117.0      AA   \n",
+       "179937  2013      4   16    1724.0      149.0    2019.0      134.0      AA   \n",
+       "179939  2013      4   16    1725.0      350.0    1844.0      349.0      MQ   \n",
+       "179943  2013      4   16    1727.0      238.0    1903.0      239.0      MQ   \n",
+       "179945  2013      4   16    1730.0      120.0    2055.0      110.0      AA   \n",
+       "179948  2013      4   16    1732.0       82.0    1902.0       62.0      AA   \n",
+       "179956  2013      4   16    1734.0      119.0    1951.0      111.0      MQ   \n",
+       "179958  2013      4   16    1736.0      356.0    2028.0      333.0      AA   \n",
+       "179967  2013      4   16    1744.0       75.0    2028.0       49.0      AA   \n",
+       "179982  2013      4   16    1756.0      126.0    2035.0       95.0      AA   \n",
+       "179984  2013      4   16    1757.0      282.0    1947.0      312.0      MQ   \n",
+       "179987  2013      4   16    1800.0      155.0    1941.0      131.0      MQ   \n",
+       "179989  2013      4   16    1802.0      243.0    2011.0      257.0      MQ   \n",
+       "179990  2013      4   16    1803.0      188.0    2101.0      161.0      AA   \n",
+       "179994  2013      4   16    1806.0      141.0    2106.0      116.0      AA   \n",
+       "180003  2013      4   16    1817.0       77.0    2147.0       82.0      AA   \n",
+       "180005  2013      4   16    1819.0       64.0    1955.0       55.0      AA   \n",
+       "180010  2013      4   16    1820.0      185.0    2058.0      198.0      MQ   \n",
+       "180015  2013      4   16    1825.0      100.0    2039.0       97.0      9E   \n",
+       "180028  2013      4   16    1836.0      161.0    1940.0      145.0      MQ   \n",
+       "180069  2013      4   16    1917.0       77.0    2134.0       69.0      MQ   \n",
+       "180071  2013      4   16    1919.0      334.0    2238.0      338.0      AA   \n",
+       "180090  2013      4   16    1935.0      155.0    2105.0      155.0      MQ   \n",
+       "180093  2013      4   16    1937.0      157.0    2108.0      153.0      MQ   \n",
+       "180095  2013      4   16    1938.0      113.0    2220.0       90.0      AA   \n",
+       "180103  2013      4   16    1949.0      159.0    2137.0      142.0      AA   \n",
+       "180121  2013      4   16    2001.0      106.0    2211.0      136.0      MQ   \n",
+       "180128  2013      4   16    2010.0      100.0    2130.0       95.0      MQ   \n",
+       "180144  2013      4   16    2037.0      127.0    2140.0      120.0      MQ   \n",
+       "180148  2013      4   16    2043.0       66.0    2334.0       38.0      B6   \n",
+       "180152  2013      4   16    2050.0      160.0    2253.0      173.0      MQ   \n",
+       "180157  2013      4   16    2053.0      118.0    2305.0       91.0      DL   \n",
+       "180159  2013      4   16    2054.0      205.0    2351.0      187.0      AA   \n",
+       "180173  2013      4   16    2118.0      258.0       9.0      254.0      AA   \n",
+       "180177  2013      4   16    2128.0      163.0    2254.0      144.0      MQ   \n",
+       "180180  2013      4   16    2134.0      219.0      11.0      171.0      AA   \n",
+       "180182  2013      4   16    2138.0      128.0      20.0      110.0      AA   \n",
+       "180191  2013      4   16    2156.0      147.0      32.0      123.0      AA   \n",
+       "180193  2013      4   16    2156.0      206.0    2316.0      186.0      MQ   \n",
+       "180255  2013      4   17       8.0      108.0     332.0       83.0      B6   \n",
+       "180256  2013      4   17      10.0      140.0     104.0      129.0      EV   \n",
+       "180258  2013      4   17      14.0      216.0     339.0      183.0      UA   \n",
+       "180260  2013      4   17     120.0      265.0     238.0      253.0      WN   \n",
+       "180261  2013      4   17     140.0      270.0     243.0      251.0      EV   \n",
+       "180262  2013      4   17     240.0      161.0     612.0      153.0      B6   \n",
+       "180509  2013      4   17     921.0       82.0    1226.0       98.0      UA   \n",
+       "180520  2013      4   17     940.0      161.0    1254.0      174.0      UA   \n",
+       "180565  2013      4   17    1022.0       72.0    1238.0       88.0      MQ   \n",
+       "180578  2013      4   17    1032.0      112.0    1342.0      112.0      UA   \n",
+       "180582  2013      4   17    1044.0      109.0    1353.0      130.0      UA   \n",
+       "180609  2013      4   17    1118.0      253.0    1454.0      285.0      DL   \n",
+       "180616  2013      4   17    1126.0      116.0    1434.0       99.0      AA   \n",
+       "180689  2013      4   17    1259.0      279.0    1435.0      275.0      MQ   \n",
+       "180741  2013      4   17    1405.0       65.0    1855.0        NaN      UA   \n",
+       "180802  2013      4   17    1505.0       66.0       NaN        NaN      UA   \n",
+       "180834  2013      4   17    1540.0       64.0    1912.0       77.0      UA   \n",
+       "180898  2013      4   17    1638.0      113.0    1958.0      113.0      AA   \n",
+       "180918  2013      4   17    1700.0       80.0       NaN        NaN      B6   \n",
+       "180925  2013      4   17    1706.0       66.0    1818.0       30.0      9E   \n",
+       "180927  2013      4   17    1708.0       78.0    1920.0       86.0      EV   \n",
+       "180935  2013      4   17    1715.0      230.0    2114.0      264.0      VX   \n",
+       "180939  2013      4   17    1718.0       93.0    2008.0       61.0      DL   \n",
+       "180965  2013      4   17    1745.0      140.0    1933.0      123.0      MQ   \n",
+       "180984  2013      4   17    1805.0      120.0    2127.0      155.0      DL   \n",
+       "180988  2013      4   17    1810.0       97.0    2141.0      114.0      UA   \n",
+       "181001  2013      4   17    1825.0      137.0    2000.0      105.0      9E   \n",
+       "181010  2013      4   17    1838.0       98.0    2134.0       99.0      AA   \n",
+       "181012  2013      4   17    1841.0      115.0    1947.0      102.0      EV   \n",
+       "181021  2013      4   17    1850.0      155.0    2105.0      145.0      MQ   \n",
+       "181022  2013      4   17    1851.0       97.0    2046.0       96.0      EV   \n",
+       "181024  2013      4   17    1853.0       82.0    2147.0       95.0      B6   \n",
+       "181032  2013      4   17    1857.0      262.0    2108.0      264.0      DL   \n",
+       "181048  2013      4   17    1907.0       85.0    2257.0      122.0      UA   \n",
+       "181051  2013      4   17    1908.0      133.0    2316.0      166.0      VX   \n",
+       "181052  2013      4   17    1910.0      205.0    2017.0      185.0      9E   \n",
+       "181054  2013      4   17    1914.0       89.0    2151.0       58.0      DL   \n",
+       "181085  2013      4   17    1947.0      112.0    2115.0      105.0      MQ   \n",
+       "181107  2013      4   17    2004.0      124.0    2147.0      132.0      WN   \n",
+       "181109  2013      4   17    2007.0      132.0    2157.0      147.0      WN   \n",
+       "181120  2013      4   17    2028.0      173.0    2332.0      209.0      DL   \n",
+       "181125  2013      4   17    2035.0      138.0    2246.0      121.0      DL   \n",
+       "181126  2013      4   17    2035.0      100.0    2248.0       74.0      DL   \n",
+       "181127  2013      4   17    2036.0       61.0    2231.0       19.0      UA   \n",
+       "181129  2013      4   17    2038.0      218.0    2214.0      216.0      UA   \n",
+       "181131  2013      4   17    2039.0      104.0    2253.0      123.0      MQ   \n",
+       "181134  2013      4   17    2042.0       82.0    2330.0       65.0      UA   \n",
+       "181139  2013      4   17    2051.0      201.0    2325.0      209.0      F9   \n",
+       "181148  2013      4   17    2057.0      228.0    2223.0      210.0      EV   \n",
+       "181152  2013      4   17    2059.0      179.0    2346.0      163.0      UA   \n",
+       "181155  2013      4   17    2101.0      151.0    2355.0      115.0      AA   \n",
+       "181158  2013      4   17    2104.0       95.0    2332.0       63.0      AA   \n",
+       "181165  2013      4   17    2113.0      108.0    2356.0       86.0      AA   \n",
+       "181167  2013      4   17    2115.0      195.0    2247.0      177.0      AA   \n",
+       "181168  2013      4   17    2118.0      308.0    2252.0      292.0      AA   \n",
+       "181169  2013      4   17    2119.0      139.0      32.0       96.0      DL   \n",
+       "181170  2013      4   17    2119.0      249.0    2314.0      239.0      AA   \n",
+       "181172  2013      4   17    2127.0      267.0    2324.0      274.0      AA   \n",
+       "181173  2013      4   17    2127.0      268.0    2301.0      259.0      UA   \n",
+       "181178  2013      4   17    2133.0       93.0      14.0       75.0      UA   \n",
+       "181182  2013      4   17    2141.0      171.0    2326.0      171.0      AA   \n",
+       "181187  2013      4   17    2147.0      227.0    2318.0      214.0      UA   \n",
+       "181192  2013      4   17    2158.0      146.0    2304.0      132.0      EV   \n",
+       "181194  2013      4   17    2201.0       91.0       7.0       69.0      B6   \n",
+       "181195  2013      4   17    2211.0      184.0    2350.0      180.0      UA   \n",
+       "181196  2013      4   17    2218.0      173.0    2352.0      150.0      9E   \n",
+       "181197  2013      4   17    2224.0      159.0     103.0      143.0      B6   \n",
+       "181198  2013      4   17    2227.0       72.0     103.0       70.0      B6   \n",
+       "181205  2013      4   17    2259.0       74.0     248.0      103.0      AA   \n",
+       "181206  2013      4   17    2315.0      286.0     138.0      245.0      UA   \n",
+       "181207  2013      4   17    2326.0       87.0      26.0       75.0      EV   \n",
+       "181208  2013      4   17    2352.0      173.0     133.0      157.0      EV   \n",
+       "181209  2013      4   17    2357.0      122.0     103.0      111.0      UA   \n",
+       "181243  2013      4   18       2.0      228.0     151.0      213.0      EV   \n",
+       "181244  2013      4   18       2.0      115.0     234.0       84.0      B6   \n",
+       "181246  2013      4   18      14.0      149.0     253.0      108.0      AA   \n",
+       "181247  2013      4   18      15.0      136.0     107.0      125.0      EV   \n",
+       "181248  2013      4   18      30.0      155.0     258.0      130.0      B6   \n",
+       "181249  2013      4   18     100.0      205.0     205.0      193.0      EV   \n",
+       "181250  2013      4   18     136.0      161.0     238.0      147.0      B6   \n",
+       "181251  2013      4   18     145.0      286.0     332.0      268.0      EV   \n",
+       "181414  2013      4   18     823.0       83.0    1223.0       99.0      DL   \n",
+       "181430  2013      4   18     832.0       64.0     953.0       69.0      B6   \n",
+       "181431  2013      4   18     833.0      128.0    1011.0      146.0      WN   \n",
+       "181433  2013      4   18     834.0       69.0    1141.0       86.0      AS   \n",
+       "181450  2013      4   18     848.0      168.0    1020.0      185.0      WN   \n",
+       "181473  2013      4   18     906.0      156.0    1244.0      280.0      B6   \n",
+       "181481  2013      4   18     914.0      194.0    1230.0      305.0      UA   \n",
+       "181483  2013      4   18     920.0      110.0    1346.0      156.0      VX   \n",
+       "181516  2013      4   18     956.0      121.0    1201.0      114.0      9E   \n",
+       "181528  2013      4   18    1006.0       89.0    1214.0       99.0      EV   \n",
+       "181539  2013      4   18    1020.0       80.0    1428.0      123.0      AA   \n",
+       "181548  2013      4   18    1028.0      228.0    1255.0      286.0      UA   \n",
+       "181556  2013      4   18    1037.0       62.0    1212.0       77.0      WN   \n",
+       "181559  2013      4   18    1049.0      259.0    1317.0      312.0      AA   \n",
+       "181565  2013      4   18    1058.0      198.0    1450.0      250.0      AA   \n",
+       "181569  2013      4   18    1100.0      178.0    1401.0      156.0      UA   \n",
+       "181570  2013      4   18    1102.0      302.0    1301.0      341.0      MQ   \n",
+       "181582  2013      4   18    1119.0      204.0    1240.0      200.0      MQ   \n",
+       "181583  2013      4   18    1123.0      323.0    1230.0      319.0      EV   \n",
+       "181585  2013      4   18    1124.0       69.0    1540.0      124.0      UA   \n",
+       "181593  2013      4   18    1139.0      225.0    1406.0      281.0      UA   \n",
+       "181595  2013      4   18    1142.0       67.0    1506.0       58.0      B6   \n",
+       "181597  2013      4   18    1146.0      196.0    1406.0      231.0      AA   \n",
+       "181624  2013      4   18    1215.0      140.0    1401.0      141.0      AA   \n",
+       "181628  2013      4   18    1228.0       63.0    1520.0       59.0      B6   \n",
+       "181632  2013      4   18    1234.0      144.0    1351.0      146.0      MQ   \n",
+       "181633  2013      4   18    1242.0       87.0    1606.0      116.0      AA   \n",
+       "181635  2013      4   18    1243.0       95.0    1605.0      113.0      B6   \n",
+       "181636  2013      4   18    1243.0       97.0    1514.0       69.0      UA   \n",
+       "181643  2013      4   18    1253.0      258.0    1518.0      256.0      F9   \n",
+       "181646  2013      4   18    1257.0       72.0    1544.0       73.0      B6   \n",
+       "181650  2013      4   18    1258.0      108.0    1419.0      104.0      WN   \n",
+       "181655  2013      4   18    1304.0       64.0    1627.0      169.0      UA   \n",
+       "181664  2013      4   18    1313.0       63.0    1419.0       54.0      WN   \n",
+       "181676  2013      4   18    1322.0       88.0    1438.0       91.0      EV   \n",
+       "181677  2013      4   18    1322.0      168.0    1534.0      171.0      EV   \n",
+       "181678  2013      4   18    1322.0      172.0    1539.0      209.0      AA   \n",
+       "181692  2013      4   18    1339.0       70.0    1526.0       60.0      EV   \n",
+       "181715  2013      4   18    1416.0      162.0    1652.0      127.0      UA   \n",
+       "181718  2013      4   18    1422.0       97.0    1659.0      106.0      UA   \n",
+       "181719  2013      4   18    1424.0      158.0    1653.0      133.0      UA   \n",
+       "181720  2013      4   18    1426.0      136.0    1719.0      129.0      AA   \n",
+       "181738  2013      4   18    1442.0       87.0    1633.0      118.0      MQ   \n",
+       "181742  2013      4   18    1446.0      116.0    1736.0      108.0      B6   \n",
+       "181747  2013      4   18    1449.0       92.0    1536.0       83.0      EV   \n",
+       "181769  2013      4   18    1509.0       70.0    1707.0       73.0      MQ   \n",
+       "181773  2013      4   18    1513.0      208.0    1725.0      225.0      MQ   \n",
+       "181783  2013      4   18    1530.0      215.0    1811.0      176.0      UA   \n",
+       "181786  2013      4   18    1533.0      108.0    1803.0      106.0      B6   \n",
+       "181788  2013      4   18    1536.0      111.0    1810.0      185.0      WN   \n",
+       "181800  2013      4   18    1546.0      118.0    1850.0      134.0      UA   \n",
+       "181802  2013      4   18    1547.0       77.0    1729.0       60.0      EV   \n",
+       "181813  2013      4   18    1556.0       71.0    1747.0       62.0      US   \n",
+       "181814  2013      4   18    1557.0      117.0    1752.0      141.0      UA   \n",
+       "181816  2013      4   18    1558.0      119.0    1714.0      115.0      9E   \n",
+       "181822  2013      4   18    1606.0      246.0    1915.0      230.0      UA   \n",
+       "181829  2013      4   18    1609.0      190.0    1854.0      169.0      UA   \n",
+       "181830  2013      4   18    1611.0       96.0    1730.0       79.0      UA   \n",
+       "181836  2013      4   18    1618.0      143.0    1839.0      144.0      WN   \n",
+       "181838  2013      4   18    1624.0      164.0    1917.0      157.0      AA   \n",
+       "181845  2013      4   18    1630.0       80.0    1941.0       86.0      UA   \n",
+       "181850  2013      4   18    1633.0       63.0    1825.0       53.0      US   \n",
+       "181851  2013      4   18    1634.0      215.0    2013.0      251.0      UA   \n",
+       "181853  2013      4   18    1638.0       98.0    1952.0      112.0      AA   \n",
+       "181856  2013      4   18    1640.0       85.0    2013.0      103.0      UA   \n",
+       "181870  2013      4   18    1656.0       87.0    1823.0       95.0      EV   \n",
+       "181873  2013      4   18    1657.0       88.0    1809.0       82.0      EV   \n",
+       "181875  2013      4   18    1658.0      238.0    1904.0      266.0      UA   \n",
+       "181879  2013      4   18    1702.0       77.0    2000.0       53.0      DL   \n",
+       "181880  2013      4   18    1702.0      192.0    1813.0      188.0      EV   \n",
+       "181881  2013      4   18    1702.0       92.0    2026.0      107.0      9E   \n",
+       "181884  2013      4   18    1704.0      275.0    1810.0      274.0      UA   \n",
+       "181888  2013      4   18    1710.0       75.0    1911.0       77.0      EV   \n",
+       "181891  2013      4   18    1715.0      106.0    1912.0       87.0      UA   \n",
+       "181901  2013      4   18    1724.0       99.0    1932.0       89.0      DL   \n",
+       "181905  2013      4   18    1727.0       77.0    1917.0       93.0      9E   \n",
+       "181906  2013      4   18    1728.0       78.0    1901.0       63.0      9E   \n",
+       "181908  2013      4   18    1728.0       73.0    1949.0       69.0      MQ   \n",
+       "181912  2013      4   18    1730.0      160.0    1925.0      153.0      DL   \n",
+       "181917  2013      4   18    1733.0      124.0    1937.0      117.0      EV   \n",
+       "181919  2013      4   18    1734.0      114.0    1933.0      119.0      B6   \n",
+       "181922  2013      4   18    1744.0       72.0    2034.0      130.0      EV   \n",
+       "181923  2013      4   18    1744.0      129.0    2039.0      139.0      UA   \n",
+       "181927  2013      4   18    1748.0       75.0    2044.0       59.0      UA   \n",
+       "181928  2013      4   18    1750.0       94.0    2102.0      157.0      EV   \n",
+       "181929  2013      4   18    1751.0      101.0    1917.0      114.0      EV   \n",
+       "181932  2013      4   18    1752.0      182.0    1939.0      189.0      EV   \n",
+       "181933  2013      4   18    1753.0      114.0    2002.0      108.0      MQ   \n",
+       "181943  2013      4   18    1801.0      166.0    2024.0      194.0      EV   \n",
+       "181945  2013      4   18    1803.0       83.0    1932.0       93.0      EV   \n",
+       "181952  2013      4   18    1812.0      105.0    2014.0      110.0      EV   \n",
+       "181953  2013      4   18    1815.0       72.0    1950.0       74.0      B6   \n",
+       "181959  2013      4   18    1820.0       90.0    1955.0       70.0      WN   \n",
+       "181963  2013      4   18    1825.0       76.0    2021.0       95.0      EV   \n",
+       "181972  2013      4   18    1832.0      182.0    2132.0      241.0      EV   \n",
+       "181977  2013      4   18    1836.0       96.0    2056.0       92.0      DL   \n",
+       "181978  2013      4   18    1836.0       96.0    2008.0       93.0      MQ   \n",
+       "181979  2013      4   18    1837.0      112.0    2046.0      108.0      9E   \n",
+       "181983  2013      4   18    1843.0       78.0    2146.0       66.0      AA   \n",
+       "181986  2013      4   18    1846.0       91.0    2119.0      112.0      EV   \n",
+       "181989  2013      4   18    1848.0       66.0    2153.0       58.0      UA   \n",
+       "181990  2013      4   18    1850.0      220.0    2107.0      242.0      EV   \n",
+       "181992  2013      4   18    1852.0       77.0    2120.0       77.0      DL   \n",
+       "181995  2013      4   18    1853.0       73.0    2136.0       60.0      B6   \n",
+       "181997  2013      4   18    1854.0       69.0    2150.0       60.0      AA   \n",
+       "182004  2013      4   18    1857.0       88.0    2137.0       76.0      UA   \n",
+       "182005  2013      4   18    1858.0      102.0    2116.0       96.0      UA   \n",
+       "182007  2013      4   18    1859.0      119.0    2030.0      120.0      MQ   \n",
+       "182010  2013      4   18    1902.0      107.0    2241.0      161.0      WN   \n",
+       "182011  2013      4   18    1903.0       97.0    2018.0       88.0      UA   \n",
+       "182022  2013      4   18    1915.0       75.0    2049.0       72.0      UA   \n",
+       "182025  2013      4   18    1920.0      160.0    2114.0      149.0      EV   \n",
+       "182027  2013      4   18    1925.0       85.0    2148.0       83.0      MQ   \n",
+       "182030  2013      4   18    1927.0      117.0    2205.0      102.0      B6   \n",
+       "182032  2013      4   18    1931.0       91.0    2118.0       86.0      EV   \n",
+       "182034  2013      4   18    1932.0      272.0    2107.0      269.0      UA   \n",
+       "182036  2013      4   18    1935.0      240.0    2100.0      245.0      WN   \n",
+       "182037  2013      4   18    1935.0       63.0    2221.0       26.0      UA   \n",
+       "182041  2013      4   18    1938.0       73.0    2055.0       50.0      WN   \n",
+       "182046  2013      4   18    1943.0      133.0    2216.0      140.0      F9   \n",
+       "182047  2013      4   18    1944.0      104.0    2141.0      100.0      EV   \n",
+       "182049  2013      4   18    1946.0       91.0    2121.0       86.0      MQ   \n",
+       "182050  2013      4   18    1952.0       82.0    2204.0       64.0      UA   \n",
+       "182054  2013      4   18    1956.0       61.0    2241.0       31.0      VX   \n",
+       "182057  2013      4   18    2003.0      243.0    2212.0      217.0      9E   \n",
+       "182061  2013      4   18    2006.0       96.0    2205.0       65.0      WN   \n",
+       "182062  2013      4   18    2006.0      131.0    2249.0      106.0      UA   \n",
+       "182066  2013      4   18    2011.0       81.0    2141.0       66.0      AA   \n",
+       "182067  2013      4   18    2012.0       87.0    2246.0       69.0      UA   \n",
+       "182069  2013      4   18    2013.0      179.0    2336.0      211.0      UA   \n",
+       "182072  2013      4   18    2015.0      196.0    2316.0      197.0      AA   \n",
+       "182073  2013      4   18    2015.0      105.0    2255.0       79.0      UA   \n",
+       "182075  2013      4   18    2017.0      120.0    2236.0      111.0      DL   \n",
+       "182078  2013      4   18    2019.0      133.0    2126.0      111.0      B6   \n",
+       "182080  2013      4   18    2021.0       66.0    2308.0       32.0      DL   \n",
+       "182081  2013      4   18    2025.0       85.0    2150.0       54.0      9E   \n",
+       "182083  2013      4   18    2028.0      245.0    2246.0      246.0      DL   \n",
+       "182084  2013      4   18    2029.0       74.0    2204.0       53.0      EV   \n",
+       "182085  2013      4   18    2030.0       75.0    2229.0       50.0      9E   \n",
+       "182087  2013      4   18    2032.0       92.0    2245.0       71.0      EV   \n",
+       "182088  2013      4   18    2032.0      107.0    2330.0       73.0      B6   \n",
+       "182091  2013      4   18    2036.0      244.0    2213.0      242.0      EV   \n",
+       "182094  2013      4   18    2038.0      208.0    2201.0      166.0      AA   \n",
+       "182096  2013      4   18    2040.0       63.0    2343.0       47.0      B6   \n",
+       "182098  2013      4   18    2041.0       66.0    2245.0       33.0      UA   \n",
+       "182099  2013      4   18    2041.0      161.0    2329.0      148.0      UA   \n",
+       "182101  2013      4   18    2044.0      104.0    2255.0      105.0      EV   \n",
+       "182102  2013      4   18    2046.0       81.0    2329.0       59.0      AA   \n",
+       "182105  2013      4   18    2053.0      118.0    2307.0      137.0      MQ   \n",
+       "182107  2013      4   18    2054.0      124.0    2314.0       98.0      B6   \n",
+       "182111  2013      4   18    2057.0       82.0    2302.0       88.0      9E   \n",
+       "182115  2013      4   18    2100.0       85.0    2359.0       63.0      DL   \n",
+       "182116  2013      4   18    2100.0       90.0    2222.0       81.0      EV   \n",
+       "182117  2013      4   18    2100.0       90.0    2316.0       90.0      9E   \n",
+       "182123  2013      4   18    2103.0      113.0    2305.0       93.0      9E   \n",
+       "182124  2013      4   18    2104.0       64.0    2302.0       44.0      EV   \n",
+       "182126  2013      4   18    2105.0      237.0    2318.0      226.0      UA   \n",
+       "182127  2013      4   18    2107.0      221.0    2305.0      213.0      EV   \n",
+       "182128  2013      4   18    2109.0       69.0      25.0       60.0      VX   \n",
+       "182129  2013      4   18    2110.0      100.0    2321.0      111.0      EV   \n",
+       "182132  2013      4   18    2115.0       90.0    2255.0       90.0      AA   \n",
+       "182134  2013      4   18    2121.0       81.0    2347.0       59.0      9E   \n",
+       "182135  2013      4   18    2124.0      129.0    2355.0       99.0      B6   \n",
+       "182138  2013      4   18    2132.0      243.0      52.0      270.0      UA   \n",
+       "182141  2013      4   18    2142.0       72.0    2248.0       58.0      WN   \n",
+       "182142  2013      4   18    2144.0      201.0    2356.0      189.0      DL   \n",
+       "182145  2013      4   18    2146.0      121.0      17.0       77.0      AA   \n",
+       "182148  2013      4   18    2153.0      133.0    2347.0      120.0      EV   \n",
+       "182149  2013      4   18    2155.0      125.0    2304.0      103.0      UA   \n",
+       "182150  2013      4   18    2158.0      193.0    2339.0      189.0      MQ   \n",
+       "182151  2013      4   18    2158.0      178.0      56.0      174.0      UA   \n",
+       "182153  2013      4   18    2200.0      427.0     106.0      435.0      UA   \n",
+       "182154  2013      4   18    2204.0      137.0    2319.0      139.0      EV   \n",
+       "182155  2013      4   18    2205.0      220.0       9.0      210.0      DL   \n",
+       "182156  2013      4   18    2206.0      231.0      31.0      245.0      DL   \n",
+       "182157  2013      4   18    2206.0      151.0    2339.0      159.0      EV   \n",
+       "182158  2013      4   18    2207.0       97.0      22.0       67.0      B6   \n",
+       "182159  2013      4   18    2207.0      267.0    2351.0      256.0      WN   \n",
+       "182160  2013      4   18    2207.0       63.0      54.0       57.0      UA   \n",
+       "182161  2013      4   18    2217.0      167.0    2354.0      141.0      9E   \n",
+       "182164  2013      4   18    2222.0       92.0      27.0       96.0      EV   \n",
+       "182165  2013      4   18    2222.0       83.0    2355.0       95.0      UA   \n",
+       "182166  2013      4   18    2228.0      168.0     129.0      151.0      UA   \n",
+       "182167  2013      4   18    2234.0       69.0    2333.0       58.0      MQ   \n",
+       "182168  2013      4   18    2234.0       89.0     119.0       80.0      UA   \n",
+       "182169  2013      4   18    2236.0      106.0      22.0      113.0      EV   \n",
+       "182170  2013      4   18    2236.0       67.0      48.0       31.0      B6   \n",
+       "182171  2013      4   18    2239.0      130.0     157.0      115.0      UA   \n",
+       "182172  2013      4   18    2241.0      116.0    2352.0       93.0      9E   \n",
+       "182174  2013      4   18    2242.0       62.0     102.0       34.0      B6   \n",
+       "182176  2013      4   18    2246.0      126.0      12.0      138.0      B6   \n",
+       "182178  2013      4   18    2255.0      100.0     133.0      127.0      EV   \n",
+       "182180  2013      4   18    2259.0      184.0      29.0      170.0      EV   \n",
+       "182181  2013      4   18    2259.0      113.0     126.0      112.0      EV   \n",
+       "182182  2013      4   18    2301.0      101.0      55.0      100.0      EV   \n",
+       "182184  2013      4   18    2307.0      122.0      42.0      128.0      EV   \n",
+       "182185  2013      4   18    2309.0       70.0     304.0       69.0      B6   \n",
+       "182186  2013      4   18    2314.0       75.0      40.0       89.0      EV   \n",
+       "182187  2013      4   18    2316.0      121.0     120.0       87.0      B6   \n",
+       "182188  2013      4   18    2320.0      196.0     205.0      176.0      UA   \n",
+       "182189  2013      4   18    2323.0       88.0      44.0       93.0      UA   \n",
+       "182190  2013      4   18    2324.0      209.0      37.0      207.0      AA   \n",
+       "182191  2013      4   18    2325.0      205.0      45.0      208.0      EV   \n",
+       "182192  2013      4   18    2328.0      153.0      41.0      131.0      AA   \n",
+       "182193  2013      4   18    2330.0      100.0     215.0       95.0      B6   \n",
+       "182194  2013      4   18    2336.0      166.0      48.0      147.0      B6   \n",
+       "182195  2013      4   18    2340.0      161.0     129.0      153.0      EV   \n",
+       "182196  2013      4   18    2342.0      112.0      49.0      114.0      EV   \n",
+       "182199  2013      4   18    2358.0      190.0     340.0      174.0      UA   \n",
+       "182235  2013      4   19      11.0      211.0     108.0      194.0      B6   \n",
+       "182236  2013      4   19      14.0      269.0     354.0      314.0      B6   \n",
+       "182237  2013      4   19      15.0      290.0     129.0      247.0      9E   \n",
+       "182238  2013      4   19      37.0      167.0     338.0      178.0      B6   \n",
+       "182239  2013      4   19      40.0      115.0     204.0      116.0      B6   \n",
+       "182240  2013      4   19      43.0      253.0     207.0      246.0      FL   \n",
+       "182241  2013      4   19      47.0      247.0     405.0      250.0      B6   \n",
+       "182242  2013      4   19      49.0      224.0     228.0      219.0      EV   \n",
+       "182243  2013      4   19      55.0      185.0     359.0      196.0      B6   \n",
+       "182244  2013      4   19      56.0      212.0     147.0      184.0      EV   \n",
+       "182245  2013      4   19      57.0      217.0     252.0      217.0      EV   \n",
+       "182246  2013      4   19     113.0      143.0     210.0      132.0      B6   \n",
+       "182247  2013      4   19     114.0      208.0     446.0      184.0      B6   \n",
+       "182248  2013      4   19     119.0      200.0     246.0      215.0      EV   \n",
+       "182249  2013      4   19     121.0      341.0     314.0      327.0      EV   \n",
+       "182250  2013      4   19     140.0      213.0     446.0      216.0      B6   \n",
+       "182251  2013      4   19     148.0      293.0     250.0      265.0      WN   \n",
+       "182252  2013      4   19     151.0      112.0     528.0      105.0      B6   \n",
+       "182253  2013      4   19     156.0      291.0     317.0      283.0      EV   \n",
+       "182284  2013      4   19     606.0      761.0     923.0      783.0      AA   \n",
+       "182296  2013      4   19     617.0      797.0     858.0      783.0      AA   \n",
+       "182402  2013      4   19     758.0      753.0    1049.0      744.0      DL   \n",
+       "182414  2013      4   19     807.0       82.0    1028.0       69.0      UA   \n",
+       "182459  2013      4   19     854.0       66.0    1105.0       52.0      UA   \n",
+       "182469  2013      4   19     901.0       66.0    1035.0       85.0      MQ   \n",
+       "182478  2013      4   19     912.0      812.0    1228.0      821.0      DL   \n",
+       "182489  2013      4   19     924.0       75.0    1036.0       61.0      EV   \n",
+       "182499  2013      4   19     937.0       97.0    1132.0       94.0      B6   \n",
+       "182506  2013      4   19     943.0      143.0    1254.0      171.0      UA   \n",
+       "182529  2013      4   19    1000.0       80.0    1311.0       88.0      B6   \n",
+       "182533  2013      4   19    1002.0       62.0    1126.0       51.0      EV   \n",
+       "182538  2013      4   19    1007.0       77.0    1124.0       73.0      9E   \n",
+       "182549  2013      4   19    1020.0      130.0    1213.0       96.0      9E   \n",
+       "182558  2013      4   19    1029.0       64.0    1401.0       86.0      AA   \n",
+       "182565  2013      4   19    1041.0      132.0    1305.0      120.0      DL   \n",
+       "182568  2013      4   19    1045.0      135.0    1302.0      136.0      EV   \n",
+       "182576  2013      4   19    1050.0      171.0    1346.0      178.0      UA   \n",
+       "182598  2013      4   19    1133.0       93.0    1401.0       89.0      EV   \n",
+       "182599  2013      4   19    1133.0      183.0    1305.0      166.0      9E   \n",
+       "182602  2013      4   19    1141.0      181.0    1243.0      149.0      9E   \n",
+       "182626  2013      4   19    1211.0      120.0    1500.0      103.0      UA   \n",
+       "182634  2013      4   19    1221.0      381.0    1345.0      385.0      MQ   \n",
+       "182640  2013      4   19    1235.0      120.0    1341.0      104.0      EV   \n",
+       "182645  2013      4   19    1240.0       65.0    1409.0       74.0      MQ   \n",
+       "182662  2013      4   19    1305.0      155.0    1439.0      177.0      EV   \n",
+       "182675  2013      4   19    1316.0       76.0    1415.0       68.0      EV   \n",
+       "182677  2013      4   19    1317.0       91.0    1548.0       79.0      UA   \n",
+       "182681  2013      4   19    1321.0       81.0    1458.0       75.0      EV   \n",
+       "182683  2013      4   19    1325.0      100.0    1513.0       93.0      MQ   \n",
+       "182684  2013      4   19    1326.0       76.0    1527.0       65.0      UA   \n",
+       "182695  2013      4   19    1346.0       61.0    1549.0       24.0      WN   \n",
+       "182696  2013      4   19    1348.0       79.0    1537.0       71.0      EV   \n",
+       "182698  2013      4   19    1351.0      111.0    1522.0       97.0      MQ   \n",
+       "182710  2013      4   19    1404.0       65.0    1628.0       52.0      DL   \n",
+       "182715  2013      4   19    1409.0       93.0    1553.0       82.0      EV   \n",
+       "182717  2013      4   19    1414.0       64.0    1641.0       47.0      UA   \n",
+       "182720  2013      4   19    1421.0      105.0    1546.0      112.0      EV   \n",
+       "182727  2013      4   19    1432.0       92.0    1704.0      103.0      EV   \n",
+       "182730  2013      4   19    1438.0       98.0    1545.0       95.0      US   \n",
+       "182735  2013      4   19    1444.0       75.0    1545.0       69.0      EV   \n",
+       "182755  2013      4   19    1458.0      103.0    1735.0      117.0      FL   \n",
+       "182763  2013      4   19    1506.0       76.0    1715.0       68.0      US   \n",
+       "182768  2013      4   19    1511.0      277.0    1624.0      271.0      EV   \n",
+       "182771  2013      4   19    1513.0      116.0    1558.0      105.0      EV   \n",
+       "182775  2013      4   19    1516.0       91.0    1713.0       87.0      EV   \n",
+       "182777  2013      4   19    1520.0       77.0    1644.0       80.0      EV   \n",
+       "182792  2013      4   19    1535.0       65.0    1627.0       50.0      EV   \n",
+       "182793  2013      4   19    1541.0       86.0    1804.0       91.0      DL   \n",
+       "182796  2013      4   19    1543.0      113.0    2036.0        NaN      EV   \n",
+       "182801  2013      4   19    1550.0       66.0    1835.0       60.0      B6   \n",
+       "182810  2013      4   19    1558.0       73.0    1951.0       92.0      DL   \n",
+       "182814  2013      4   19    1601.0       86.0    1748.0       64.0      DL   \n",
+       "182815  2013      4   19    1602.0       92.0    1726.0       85.0      FL   \n",
+       "182817  2013      4   19    1603.0       88.0    2002.0      144.0      B6   \n",
+       "182818  2013      4   19    1604.0       64.0    1732.0       47.0      AA   \n",
+       "182823  2013      4   19    1610.0       75.0    1936.0      137.0      B6   \n",
+       "182836  2013      4   19    1627.0       72.0    1913.0       93.0      MQ   \n",
+       "182837  2013      4   19    1630.0      135.0    1818.0      143.0      AA   \n",
+       "182847  2013      4   19    1639.0       69.0    1751.0       62.0      EV   \n",
+       "182852  2013      4   19    1644.0      105.0    1958.0      160.0      B6   \n",
+       "182853  2013      4   19    1645.0      100.0    1837.0      127.0      MQ   \n",
+       "182859  2013      4   19    1651.0       67.0    1820.0       36.0      UA   \n",
+       "182861  2013      4   19    1654.0      134.0    1946.0      113.0      DL   \n",
+       "182875  2013      4   19    1716.0      191.0    1924.0      239.0      EV   \n",
+       "182878  2013      4   19    1717.0      147.0    1956.0      201.0      MQ   \n",
+       "182880  2013      4   19    1718.0       78.0    2026.0       85.0      B6   \n",
+       "182881  2013      4   19    1719.0       63.0    1947.0       82.0      EV   \n",
+       "182888  2013      4   19    1723.0       83.0    2008.0       67.0      B6   \n",
+       "182890  2013      4   19    1727.0       90.0    1929.0       95.0      9E   \n",
+       "182897  2013      4   19    1732.0       77.0    2032.0      112.0      MQ   \n",
+       "182898  2013      4   19    1732.0       73.0    1835.0       64.0      UA   \n",
+       "182905  2013      4   19    1746.0       66.0    1856.0       57.0      EV   \n",
+       "182906  2013      4   19    1748.0       79.0    2039.0       53.0      UA   \n",
+       "182908  2013      4   19    1750.0      141.0    1942.0      175.0      EV   \n",
+       "182909  2013      4   19    1751.0      171.0    2028.0      215.0      US   \n",
+       "182910  2013      4   19    1752.0       67.0    2033.0       91.0      9E   \n",
+       "182911  2013      4   19    1752.0      102.0    1948.0      110.0      9E   \n",
+       "182912  2013      4   19    1755.0       95.0    2142.0      146.0      B6   \n",
+       "182915  2013      4   19    1758.0      163.0    1955.0      165.0      EV   \n",
+       "182916  2013      4   19    1758.0       98.0    2155.0      152.0      B6   \n",
+       "182918  2013      4   19    1801.0      182.0    2039.0      225.0      EV   \n",
+       "182920  2013      4   19    1802.0      122.0    2144.0      139.0      AA   \n",
+       "182921  2013      4   19    1805.0      216.0    2116.0      213.0      DL   \n",
+       "182926  2013      4   19    1808.0      128.0    2038.0      123.0      9E   \n",
+       "182927  2013      4   19    1809.0       79.0    2003.0       78.0      WN   \n",
+       "182928  2013      4   19    1809.0       69.0    1926.0       48.0      UA   \n",
+       "182932  2013      4   19    1813.0       68.0    2102.0      116.0      US   \n",
+       "182933  2013      4   19    1814.0      169.0    2112.0      222.0      MQ   \n",
+       "182937  2013      4   19    1821.0      156.0       NaN        NaN      9E   \n",
+       "182938  2013      4   19    1822.0       73.0    2013.0       87.0      EV   \n",
+       "182939  2013      4   19    1822.0      111.0    2008.0      131.0      EV   \n",
+       "182940  2013      4   19    1823.0      144.0    2131.0      175.0      US   \n",
+       "182942  2013      4   19    1826.0       86.0    2330.0        NaN      US   \n",
+       "182944  2013      4   19    1827.0      137.0    2028.0      164.0      9E   \n",
+       "182945  2013      4   19    1828.0       78.0    2055.0      100.0      AA   \n",
+       "182952  2013      4   19    1835.0      156.0    2125.0      139.0      UA   \n",
+       "182953  2013      4   19    1836.0      129.0    2035.0      131.0      EV   \n",
+       "182954  2013      4   19    1837.0       82.0    2047.0       80.0      EV   \n",
+       "182957  2013      4   19    1842.0       72.0    2104.0       68.0      F9   \n",
+       "182958  2013      4   19    1847.0       77.0    1954.0       64.0      DL   \n",
+       "182959  2013      4   19    1847.0       81.0    1953.0       63.0      UA   \n",
+       "182960  2013      4   19    1848.0       93.0    2029.0       89.0      AA   \n",
+       "182963  2013      4   19    1852.0       82.0    2107.0      129.0      B6   \n",
+       "182970  2013      4   19    1858.0       88.0    2145.0      146.0      US   \n",
+       "182972  2013      4   19    1900.0       82.0    2134.0      128.0      B6   \n",
+       "182973  2013      4   19    1901.0       61.0       NaN        NaN      US   \n",
+       "182976  2013      4   19    1903.0       63.0    2231.0       90.0      UA   \n",
+       "182977  2013      4   19    1904.0       79.0    2232.0       99.0      DL   \n",
+       "182980  2013      4   19    1907.0       67.0    2225.0       82.0      UA   \n",
+       "182988  2013      4   19    1921.0       66.0    2057.0       62.0      MQ   \n",
+       "182990  2013      4   19    1923.0      114.0    2237.0       92.0      VX   \n",
+       "182991  2013      4   19    1925.0       71.0    2155.0       40.0      UA   \n",
+       "182993  2013      4   19    1927.0       87.0    2257.0      103.0      B6   \n",
+       "182998  2013      4   19    1938.0       92.0    2125.0      110.0      B6   \n",
+       "182999  2013      4   19    1940.0      188.0    2143.0      212.0      EV   \n",
+       "183002  2013      4   19    1943.0       99.0      49.0      184.0      B6   \n",
+       "183005  2013      4   19    1950.0       65.0       NaN        NaN      MQ   \n",
+       "183007  2013      4   19    1951.0      141.0    2247.0      144.0      B6   \n",
+       "183013  2013      4   19    2004.0       64.0     136.0      171.0      B6   \n",
+       "183014  2013      4   19    2005.0       75.0    2210.0       95.0      AA   \n",
+       "183016  2013      4   19    2010.0      101.0       8.0      217.0      US   \n",
+       "183019  2013      4   19    2020.0       85.0       NaN        NaN      MQ   \n",
+       "183023  2013      4   19    2026.0       87.0       NaN        NaN      FL   \n",
+       "183024  2013      4   19    2028.0       81.0     111.0      161.0      DL   \n",
+       "183026  2013      4   19    2031.0       96.0      47.0      127.0      VX   \n",
+       "183028  2013      4   19    2032.0      122.0     101.0      241.0      WN   \n",
+       "183030  2013      4   19    2041.0      141.0    2326.0      115.0      AS   \n",
+       "183032  2013      4   19    2043.0       71.0    2341.0      169.0      EV   \n",
+       "183034  2013      4   19    2052.0      122.0     120.0      224.0      B6   \n",
+       "183035  2013      4   19    2055.0       75.0    2251.0       81.0      MQ   \n",
+       "183036  2013      4   19    2103.0      188.0      26.0      186.0      AA   \n",
+       "183037  2013      4   19    2105.0      180.0     116.0      228.0      B6   \n",
+       "183038  2013      4   19    2107.0      117.0     111.0      151.0      AA   \n",
+       "183041  2013      4   19    2112.0      117.0       NaN        NaN      EV   \n",
+       "183043  2013      4   19    2119.0      204.0     142.0      292.0      DL   \n",
+       "183045  2013      4   19    2126.0       96.0     128.0      108.0      B6   \n",
+       "183046  2013      4   19    2130.0      187.0     112.0      265.0      DL   \n",
+       "183050  2013      4   19    2155.0      150.0    2354.0      169.0      WN   \n",
+       "183052  2013      4   19    2204.0      124.0     133.0      128.0      VX   \n",
+       "183053  2013      4   19    2207.0      252.0      21.0      291.0      WN   \n",
+       "183054  2013      4   19    2217.0      197.0     142.0      251.0      DL   \n",
+       "183055  2013      4   19    2217.0      133.0     127.0      138.0      UA   \n",
+       "183056  2013      4   19    2224.0      285.0     131.0      329.0      FL   \n",
+       "183057  2013      4   19    2229.0       64.0     116.0       61.0      UA   \n",
+       "183058  2013      4   19    2232.0      217.0     107.0      213.0      DL   \n",
+       "183059  2013      4   19    2235.0      186.0      54.0      177.0      EV   \n",
+       "183060  2013      4   19    2237.0      106.0      13.0      104.0      UA   \n",
+       "183061  2013      4   19    2238.0      188.0     134.0      215.0      EV   \n",
+       "183063  2013      4   19    2243.0      125.0     227.0      111.0      UA   \n",
+       "183064  2013      4   19    2247.0      135.0     205.0      122.0      B6   \n",
+       "183065  2013      4   19    2248.0      333.0     145.0      345.0      WN   \n",
+       "183066  2013      4   19    2249.0      140.0     245.0      163.0      UA   \n",
+       "183067  2013      4   19    2250.0      275.0      26.0      240.0      DL   \n",
+       "183068  2013      4   19    2250.0      230.0      28.0      253.0      US   \n",
+       "183069  2013      4   19    2250.0      135.0     222.0      153.0      UA   \n",
+       "183070  2013      4   19    2250.0      113.0     234.0      155.0      UA   \n",
+       "183071  2013      4   19    2252.0      172.0      56.0      158.0      EV   \n",
+       "183072  2013      4   19    2254.0       79.0      21.0       89.0      EV   \n",
+       "183073  2013      4   19    2256.0      331.0     230.0      350.0      AA   \n",
+       "183074  2013      4   19    2257.0      212.0     236.0      233.0      DL   \n",
+       "183075  2013      4   19    2257.0      177.0     207.0      203.0      EV   \n",
+       "183076  2013      4   19    2257.0      222.0      26.0      222.0      9E   \n",
+       "183077  2013      4   19    2258.0       63.0      10.0       58.0      UA   \n",
+       "183078  2013      4   19    2301.0      121.0     220.0      108.0      DL   \n",
+       "183079  2013      4   19    2301.0      152.0     107.0      184.0      EV   \n",
+       "183080  2013      4   19    2302.0       93.0     155.0       98.0      B6   \n",
+       "183081  2013      4   19    2306.0      161.0     207.0      154.0      UA   \n",
+       "183082  2013      4   19    2306.0      277.0     139.0      240.0      UA   \n",
+       "183083  2013      4   19    2307.0      242.0     226.0      256.0      UA   \n",
+       "183084  2013      4   19    2308.0      238.0     143.0      251.0      9E   \n",
+       "183085  2013      4   19    2308.0      123.0     159.0      120.0      UA   \n",
+       "183086  2013      4   19    2311.0      191.0     132.0      203.0      EV   \n",
+       "183087  2013      4   19    2311.0      221.0     220.0      225.0      UA   \n",
+       "183088  2013      4   19    2312.0       77.0     214.0       86.0      B6   \n",
+       "183089  2013      4   19    2312.0      217.0     220.0      214.0      UA   \n",
+       "183090  2013      4   19    2313.0      223.0     209.0      219.0      AA   \n",
+       "183091  2013      4   19    2313.0      133.0      25.0      121.0      B6   \n",
+       "183092  2013      4   19    2314.0      229.0     215.0      225.0      AA   \n",
+       "183093  2013      4   19    2315.0      225.0     101.0      240.0      EV   \n",
+       "183094  2013      4   19    2315.0       76.0     302.0       67.0      B6   \n",
+       "183095  2013      4   19    2316.0      191.0     221.0      190.0      UA   \n",
+       "183096  2013      4   19    2317.0      242.0     148.0      226.0      DL   \n",
+       "183097  2013      4   19    2318.0      108.0     216.0      120.0      B6   \n",
+       "183098  2013      4   19    2318.0      263.0     244.0      274.0      VX   \n",
+       "183099  2013      4   19    2321.0      151.0     107.0      158.0      EV   \n",
+       "183100  2013      4   19    2321.0      201.0     153.0      188.0      DL   \n",
+       "183101  2013      4   19    2321.0      321.0      44.0      309.0      WN   \n",
+       "183102  2013      4   19    2323.0      113.0      48.0      105.0      B6   \n",
+       "183103  2013      4   19    2332.0      242.0     236.0      241.0      B6   \n",
+       "183104  2013      4   19    2333.0      213.0      41.0      202.0      US   \n",
+       "183105  2013      4   19    2333.0      209.0     217.0      191.0      UA   \n",
+       "183106  2013      4   19    2336.0      357.0     223.0      353.0      B6   \n",
+       "183107  2013      4   19    2336.0      336.0     235.0      299.0      UA   \n",
+       "183108  2013      4   19    2340.0      272.0      52.0      241.0      UA   \n",
+       "183109  2013      4   19    2342.0      231.0     239.0      235.0      UA   \n",
+       "183110  2013      4   19    2343.0      245.0     226.0      251.0      UA   \n",
+       "183111  2013      4   19    2345.0      165.0     300.0      202.0      B6   \n",
+       "183112  2013      4   19    2346.0      406.0     300.0      405.0      B6   \n",
+       "183113  2013      4   19    2346.0      301.0     248.0      271.0      B6   \n",
+       "183115  2013      4   19    2351.0      201.0     243.0      208.0      B6   \n",
+       "183116  2013      4   19    2351.0      213.0     253.0      207.0      UA   \n",
+       "183117  2013      4   19    2352.0      342.0     149.0      349.0      MQ   \n",
+       "183118  2013      4   19    2359.0      264.0     309.0      253.0      DL   \n",
+       "183350  2013      4   20     817.0       72.0    1056.0       87.0      EV   \n",
+       "183442  2013      4   20    1009.0       61.0    1322.0       72.0      B6   \n",
+       "183446  2013      4   20    1013.0      103.0    1137.0       80.0      9E   \n",
+       "183448  2013      4   20    1018.0      143.0    1147.0      157.0      MQ   \n",
+       "183461  2013      4   20    1035.0      230.0    1230.0      229.0      US   \n",
+       "183476  2013      4   20    1110.0      155.0    1401.0      133.0      DL   \n",
+       "183486  2013      4   20    1125.0      315.0    1310.0      293.0      DL   \n",
+       "183489  2013      4   20    1128.0       89.0    1349.0       88.0      US   \n",
+       "183493  2013      4   20    1131.0       61.0    1255.0       59.0      EV   \n",
+       "183529  2013      4   20    1213.0       63.0    1349.0       57.0      EV   \n",
+       "183557  2013      4   20    1305.0      200.0    1623.0      208.0      B6   \n",
+       "183570  2013      4   20    1322.0      142.0    1439.0      149.0      MQ   \n",
+       "183591  2013      4   20    1348.0      154.0    1636.0      158.0      UA   \n",
+       "183604  2013      4   20    1401.0       71.0    1500.0       63.0      B6   \n",
+       "183636  2013      4   20    1446.0       91.0    1803.0      111.0      B6   \n",
+       "183718  2013      4   20    1558.0      243.0    1729.0      259.0      MQ   \n",
+       "183726  2013      4   20    1606.0       96.0    1941.0      123.0      DL   \n",
+       "183728  2013      4   20    1609.0       69.0    1907.0       67.0      AA   \n",
+       "183753  2013      4   20    1634.0      319.0    1927.0      318.0      DL   \n",
+       "183754  2013      4   20    1634.0      110.0    1951.0      136.0      B6   \n",
+       "183785  2013      4   20    1713.0      163.0    1822.0      147.0      EV   \n",
+       "183808  2013      4   20    1736.0      161.0    2217.0      237.0      AA   \n",
+       "183809  2013      4   20    1737.0       66.0    1916.0       66.0      EV   \n",
+       "183820  2013      4   20    1755.0      205.0    1945.0      198.0      EV   \n",
+       "183828  2013      4   20    1800.0      190.0    1936.0      162.0      DL   \n",
+       "183832  2013      4   20    1802.0       78.0    1933.0       73.0      UA   \n",
+       "183847  2013      4   20    1825.0       85.0    1956.0       86.0      MQ   \n",
+       "183885  2013      4   20    1913.0      200.0    2018.0      174.0      B6   \n",
+       "183909  2013      4   20    1939.0      120.0    2241.0      131.0      B6   \n",
+       "183915  2013      4   20    1952.0      146.0    2242.0      146.0      UA   \n",
+       "183945  2013      4   20    2058.0       81.0       5.0       69.0      B6   \n",
+       "183952  2013      4   20    2118.0      228.0      14.0      231.0      B6   \n",
+       "183958  2013      4   20    2133.0       68.0      51.0       74.0      B6   \n",
+       "183974  2013      4   20    2329.0      149.0     215.0      157.0      B6   \n",
+       "184052  2013      4   21     704.0       64.0     948.0       58.0      AA   \n",
+       "184111  2013      4   21     805.0       70.0    1025.0       73.0      B6   \n",
+       "184207  2013      4   21     938.0      113.0    1236.0       95.0      DL   \n",
+       "184301  2013      4   21    1137.0       67.0    1451.0       41.0      VX   \n",
+       "184333  2013      4   21    1206.0       96.0    1519.0       74.0      VX   \n",
+       "184450  2013      4   21    1443.0      162.0    1727.0      166.0      UA   \n",
+       "184514  2013      4   21    1542.0       62.0    1741.0       62.0      EV   \n",
+       "184605  2013      4   21    1659.0       74.0    2021.0       71.0      AA   \n",
+       "184629  2013      4   21    1720.0       81.0    2034.0       86.0      UA   \n",
+       "184652  2013      4   21    1744.0      239.0    2011.0      234.0      B6   \n",
+       "184657  2013      4   21    1748.0      113.0    1903.0      108.0      MQ   \n",
+       "184674  2013      4   21    1806.0       66.0      37.0        NaN      DL   \n",
+       "184725  2013      4   21    1854.0       99.0    2041.0      101.0      AA   \n",
+       "184746  2013      4   21    1912.0      111.0    2122.0      116.0      EV   \n",
+       "184751  2013      4   21    1918.0       68.0    2105.0       65.0      MQ   \n",
+       "184770  2013      4   21    1935.0      115.0    2129.0      106.0      YV   \n",
+       "184776  2013      4   21    1942.0      132.0    2246.0      143.0      B6   \n",
+       "184783  2013      4   21    1945.0      135.0    2051.0      113.0      B6   \n",
+       "184794  2013      4   21    1954.0      145.0    2116.0      149.0      EV   \n",
+       "184797  2013      4   21    1955.0      100.0    2208.0       92.0      9E   \n",
+       "184814  2013      4   21    2016.0       81.0    2341.0       61.0      VX   \n",
+       "184821  2013      4   21    2026.0      146.0      13.0      153.0      AA   \n",
+       "184838  2013      4   21    2044.0       74.0    2333.0       50.0      UA   \n",
+       "184848  2013      4   21    2105.0      100.0    2239.0       77.0      9E   \n",
+       "184856  2013      4   21    2112.0      132.0    2223.0      128.0      US   \n",
+       "184859  2013      4   21    2116.0      106.0    2243.0      108.0      EV   \n",
+       "184862  2013      4   21    2120.0       80.0    2227.0       68.0      US   \n",
+       "184870  2013      4   21    2132.0      122.0    2323.0       84.0      EV   \n",
+       "184871  2013      4   21    2132.0      102.0      34.0       87.0      UA   \n",
+       "184875  2013      4   21    2140.0      115.0      46.0      126.0      B6   \n",
+       "184879  2013      4   21    2151.0       91.0       3.0       78.0      MQ   \n",
+       "184885  2013      4   21    2203.0      152.0    2305.0      130.0      EV   \n",
+       "184890  2013      4   21    2226.0      106.0    2324.0       90.0      B6   \n",
+       "184891  2013      4   21    2227.0      152.0       3.0      144.0      EV   \n",
+       "184892  2013      4   21    2227.0       92.0    2331.0       66.0      WN   \n",
+       "184893  2013      4   21    2248.0       78.0     150.0       94.0      B6   \n",
+       "184894  2013      4   21    2254.0       64.0     156.0       76.0      B6   \n",
+       "184895  2013      4   21    2317.0       87.0     214.0       91.0      B6   \n",
+       "184896  2013      4   21    2322.0      117.0      24.0      109.0      MQ   \n",
+       "184901  2013      4   21    2340.0      150.0      54.0      132.0      EV   \n",
+       "184902  2013      4   21    2342.0      116.0     322.0      100.0      B6   \n",
+       "184903  2013      4   21    2346.0      136.0     104.0      121.0      B6   \n",
+       "184906  2013      4   21    2352.0      113.0      54.0      102.0      UA   \n",
+       "184908  2013      4   22       2.0      210.0     319.0      196.0      B6   \n",
+       "184910  2013      4   22       8.0      163.0     113.0      158.0      MQ   \n",
+       "184911  2013      4   22      10.0      210.0     302.0      187.0      B6   \n",
+       "184912  2013      4   22      28.0       93.0     141.0       90.0      B6   \n",
+       "184913  2013      4   22      30.0      105.0     131.0       90.0      B6   \n",
+       "184914  2013      4   22      35.0      165.0     322.0      159.0      B6   \n",
+       "184916  2013      4   22     100.0      130.0     153.0      115.0      B6   \n",
+       "184917  2013      4   22     121.0      156.0     230.0      151.0      B6   \n",
+       "184918  2013      4   22     127.0      237.0     422.0      246.0      B6   \n",
+       "185027  2013      4   22     719.0       67.0     828.0       63.0      EV   \n",
+       "185152  2013      4   22     901.0       61.0    1114.0       76.0      B6   \n",
+       "185154  2013      4   22     903.0      183.0    1129.0      204.0      EV   \n",
+       "185186  2013      4   22     945.0       65.0    1342.0      119.0      B6   \n",
+       "185208  2013      4   22    1000.0       62.0    1307.0       68.0      UA   \n",
+       "185210  2013      4   22    1002.0       62.0    1200.0       95.0      US   \n",
+       "185224  2013      4   22    1019.0       74.0    1334.0      100.0      B6   \n",
+       "185262  2013      4   22    1119.0       79.0    1442.0       91.0      UA   \n",
+       "185264  2013      4   22    1122.0       82.0    1308.0      113.0      US   \n",
+       "185273  2013      4   22    1135.0       91.0    1322.0      112.0      EV   \n",
+       "185277  2013      4   22    1139.0       64.0    1248.0       51.0      EV   \n",
+       "185318  2013      4   22    1235.0       61.0    1640.0      115.0      UA   \n",
+       "185319  2013      4   22    1237.0       72.0    1607.0      106.0      B6   \n",
+       "185329  2013      4   22    1251.0      171.0    1401.0      143.0      UA   \n",
+       "185340  2013      4   22    1305.0       65.0    1450.0       72.0      UA   \n",
+       "185361  2013      4   22    1323.0       78.0    1644.0      139.0      MQ   \n",
+       "185363  2013      4   22    1324.0       99.0    1552.0      132.0      MQ   \n",
+       "185364  2013      4   22    1325.0      205.0    1649.0      236.0      UA   \n",
+       "185369  2013      4   22    1328.0       63.0    1534.0       89.0      AA   \n",
+       "185377  2013      4   22    1339.0       63.0    1450.0       56.0      EV   \n",
+       "185381  2013      4   22    1341.0      111.0    1447.0      102.0      MQ   \n",
+       "185388  2013      4   22    1349.0       80.0    1443.0       67.0      UA   \n",
+       "185408  2013      4   22    1424.0       69.0    1716.0       98.0      FL   \n",
+       "185409  2013      4   22    1424.0      102.0    1749.0      141.0      B6   \n",
+       "185430  2013      4   22    1449.0       64.0    1634.0       89.0      WN   \n",
+       "185459  2013      4   22    1521.0       66.0    1713.0       78.0      AA   \n",
+       "185472  2013      4   22    1532.0       62.0    1621.0       44.0      EV   \n",
+       "185488  2013      4   22    1554.0       69.0    1903.0       44.0      DL   \n",
+       "185491  2013      4   22    1555.0       80.0    1910.0       92.0      B6   \n",
+       "185496  2013      4   22    1600.0       63.0    1732.0       58.0      EV   \n",
+       "185501  2013      4   22    1607.0       76.0    1929.0      103.0      B6   \n",
+       "185502  2013      4   22    1608.0       78.0    1805.0       68.0      EV   \n",
+       "185512  2013      4   22    1618.0       81.0    2003.0      129.0      B6   \n",
+       "185521  2013      4   22    1635.0      108.0    1801.0       82.0      EV   \n",
+       "185526  2013      4   22    1638.0       99.0    2009.0      128.0      B6   \n",
+       "185529  2013      4   22    1639.0      119.0    1829.0      144.0      EV   \n",
+       "185544  2013      4   22    1654.0      144.0    1903.0      157.0      EV   \n",
+       "185554  2013      4   22    1710.0      101.0    1913.0       93.0      EV   \n",
+       "185555  2013      4   22    1710.0       90.0    1920.0      106.0      B6   \n",
+       "185561  2013      4   22    1715.0      105.0    2013.0      161.0      US   \n",
+       "185564  2013      4   22    1719.0      110.0    1840.0      113.0      EV   \n",
+       "185575  2013      4   22    1730.0       80.0    1838.0       75.0      EV   \n",
+       "185577  2013      4   22    1731.0      121.0    1840.0      111.0      EV   \n",
+       "185578  2013      4   22    1731.0       62.0    1947.0       93.0      MQ   \n",
+       "185588  2013      4   22    1744.0      134.0    2036.0      117.0      9E   \n",
+       "185590  2013      4   22    1747.0       62.0    1951.0       53.0      9E   \n",
+       "185591  2013      4   22    1748.0       81.0    1933.0       69.0      EV   \n",
+       "185593  2013      4   22    1750.0       70.0    2020.0       95.0      MQ   \n",
+       "185594  2013      4   22    1752.0       96.0    2051.0      121.0      EV   \n",
+       "185598  2013      4   22    1757.0      137.0    2113.0      138.0      UA   \n",
+       "185603  2013      4   22    1801.0       89.0    2001.0       97.0      EV   \n",
+       "185606  2013      4   22    1810.0      179.0    2015.0      190.0      EV   \n",
+       "185609  2013      4   22    1811.0      192.0    1920.0      163.0      B6   \n",
+       "185611  2013      4   22    1812.0       82.0    2022.0       97.0      WN   \n",
+       "185612  2013      4   22    1812.0      137.0    1926.0      131.0      MQ   \n",
+       "185615  2013      4   22    1819.0      200.0    2037.0      199.0      B6   \n",
+       "185617  2013      4   22    1824.0       70.0    2030.0       80.0      EV   \n",
+       "185621  2013      4   22    1827.0       87.0    1941.0       87.0      B6   \n",
+       "185627  2013      4   22    1830.0      165.0    1945.0      153.0      9E   \n",
+       "185630  2013      4   22    1832.0      152.0    1954.0      126.0      9E   \n",
+       "185632  2013      4   22    1833.0       88.0    2033.0       80.0      B6   \n",
+       "185633  2013      4   22    1833.0       79.0    2147.0      102.0      UA   \n",
+       "185635  2013      4   22    1835.0      135.0    2202.0      166.0      B6   \n",
+       "185637  2013      4   22    1841.0      151.0    1958.0      120.0      9E   \n",
+       "185638  2013      4   22    1842.0       93.0    2023.0       97.0      EV   \n",
+       "185639  2013      4   22    1842.0       73.0    2125.0       63.0      UA   \n",
+       "185640  2013      4   22    1843.0       73.0    2200.0      124.0      F9   \n",
+       "185641  2013      4   22    1845.0      133.0    2028.0      137.0      EV   \n",
+       "185642  2013      4   22    1849.0      176.0    2000.0      156.0      B6   \n",
+       "185644  2013      4   22    1851.0      201.0    2052.0      169.0      9E   \n",
+       "185646  2013      4   22    1852.0       67.0    2214.0       84.0      AA   \n",
+       "185652  2013      4   22    1854.0       89.0    2129.0       72.0      UA   \n",
+       "185653  2013      4   22    1855.0      176.0    2056.0      162.0      MQ   \n",
+       "185654  2013      4   22    1855.0      143.0    2237.0      151.0      UA   \n",
+       "185656  2013      4   22    1856.0       77.0    2218.0      108.0      B6   \n",
+       "185657  2013      4   22    1856.0       74.0    2201.0       66.0      UA   \n",
+       "185659  2013      4   22    1859.0      174.0    2240.0      196.0      DL   \n",
+       "185662  2013      4   22    1901.0       81.0    2127.0      104.0      YV   \n",
+       "185663  2013      4   22    1901.0       66.0    2110.0      100.0      MQ   \n",
+       "185664  2013      4   22    1902.0       92.0    2235.0      132.0      B6   \n",
+       "185665  2013      4   22    1902.0      122.0    2204.0      123.0      B6   \n",
+       "185672  2013      4   22    1910.0       70.0    2058.0       57.0      EV   \n",
+       "185673  2013      4   22    1910.0      104.0    2112.0      100.0      EV   \n",
+       "185679  2013      4   22    1919.0       79.0    2118.0       88.0      AA   \n",
+       "185685  2013      4   22    1924.0       84.0    2031.0       56.0      WN   \n",
+       "185689  2013      4   22    1930.0       75.0    2038.0       43.0      MQ   \n",
+       "185693  2013      4   22    1936.0       67.0    2135.0       63.0      US   \n",
+       "185694  2013      4   22    1937.0       97.0    2116.0       99.0      UA   \n",
+       "185697  2013      4   22    1942.0       85.0    2212.0       87.0      DL   \n",
+       "185701  2013      4   22    1948.0      108.0    2050.0       66.0      UA   \n",
+       "185703  2013      4   22    1951.0      171.0    2317.0      182.0      B6   \n",
+       "185707  2013      4   22    1954.0       84.0    2133.0       83.0      MQ   \n",
+       "185708  2013      4   22    1956.0      121.0    2305.0      122.0      UA   \n",
+       "185710  2013      4   22    1957.0      107.0    2222.0      142.0      MQ   \n",
+       "185712  2013      4   22    2000.0       70.0    2253.0       77.0      B6   \n",
+       "185714  2013      4   22    2001.0       91.0    2236.0       60.0      UA   \n",
+       "185715  2013      4   22    2003.0       64.0    2253.0       91.0      FL   \n",
+       "185716  2013      4   22    2003.0       73.0    2142.0       67.0      AA   \n",
+       "185717  2013      4   22    2007.0       67.0    2222.0       48.0      DL   \n",
+       "185718  2013      4   22    2007.0      147.0    2314.0      158.0      B6   \n",
+       "185721  2013      4   22    2009.0      204.0    2323.0      199.0      B6   \n",
+       "185724  2013      4   22    2014.0      169.0    2309.0      169.0      AA   \n",
+       "185727  2013      4   22    2015.0      285.0    2135.0      265.0      9E   \n",
+       "185729  2013      4   22    2017.0      117.0    2147.0      107.0      9E   \n",
+       "185731  2013      4   22    2019.0       79.0    2222.0       72.0      EV   \n",
+       "185736  2013      4   22    2028.0       88.0    2302.0       88.0      EV   \n",
+       "185737  2013      4   22    2028.0      198.0    2152.0      157.0      AA   \n",
+       "185738  2013      4   22    2028.0      153.0    2347.0      147.0      AA   \n",
+       "185740  2013      4   22    2031.0      272.0    2308.0      272.0      US   \n",
+       "185741  2013      4   22    2036.0      191.0    2357.0      197.0      AA   \n",
+       "185742  2013      4   22    2037.0       68.0    2242.0       45.0      EV   \n",
+       "185745  2013      4   22    2041.0       86.0    2259.0      108.0      EV   \n",
+       "185747  2013      4   22    2041.0       71.0    2353.0       83.0      AA   \n",
+       "185749  2013      4   22    2043.0      223.0    2344.0      229.0      AA   \n",
+       "185750  2013      4   22    2043.0      223.0    2214.0      216.0      UA   \n",
+       "185751  2013      4   22    2044.0       72.0    2218.0       86.0      EV   \n",
+       "185752  2013      4   22    2045.0      150.0    2242.0      131.0      9E   \n",
+       "185753  2013      4   22    2047.0       67.0    2238.0       51.0      EV   \n",
+       "185754  2013      4   22    2047.0      107.0    2309.0       67.0      UA   \n",
+       "185755  2013      4   22    2048.0       73.0    2221.0       68.0      9E   \n",
+       "185758  2013      4   22    2050.0      115.0    2230.0      113.0      EV   \n",
+       "185760  2013      4   22    2052.0       83.0    2327.0       58.0      AA   \n",
+       "185761  2013      4   22    2053.0      148.0    2357.0      128.0      DL   \n",
+       "185762  2013      4   22    2053.0      178.0    2222.0      172.0      WN   \n",
+       "185763  2013      4   22    2056.0      106.0    2301.0       89.0      9E   \n",
+       "185766  2013      4   22    2059.0      134.0      17.0      120.0      B6   \n",
+       "185767  2013      4   22    2102.0       97.0    2229.0       84.0      WN   \n",
+       "185768  2013      4   22    2104.0       84.0    2246.0       76.0      MQ   \n",
+       "185771  2013      4   22    2107.0       97.0      25.0      110.0      B6   \n",
+       "185774  2013      4   22    2113.0       83.0      47.0       96.0      DL   \n",
+       "185776  2013      4   22    2120.0       95.0    2305.0      100.0      AA   \n",
+       "185777  2013      4   22    2120.0      111.0    2324.0      135.0      MQ   \n",
+       "185778  2013      4   22    2124.0      119.0      36.0      131.0      DL   \n",
+       "185779  2013      4   22    2126.0       72.0    2326.0       68.0      EV   \n",
+       "185780  2013      4   22    2126.0      111.0    2239.0       99.0      EV   \n",
+       "185781  2013      4   22    2127.0       87.0      10.0       85.0      DL   \n",
+       "185782  2013      4   22    2127.0       87.0     156.0        NaN      EV   \n",
+       "185783  2013      4   22    2128.0      148.0      51.0      126.0      B6   \n",
+       "185785  2013      4   22    2132.0      107.0      54.0      114.0      AA   \n",
+       "185786  2013      4   22    2133.0      118.0       5.0      126.0      EV   \n",
+       "185787  2013      4   22    2133.0      154.0      50.0      140.0      B6   \n",
+       "185789  2013      4   22    2137.0       67.0      11.0       56.0      B6   \n",
+       "185792  2013      4   22    2142.0       97.0      33.0       82.0      UA   \n",
+       "185793  2013      4   22    2143.0       73.0    2245.0       55.0      WN   \n",
+       "185794  2013      4   22    2144.0      104.0    2309.0       85.0      B6   \n",
+       "185795  2013      4   22    2146.0      111.0    2240.0       90.0      AA   \n",
+       "185797  2013      4   22    2147.0      107.0    2342.0      100.0      EV   \n",
+       "185798  2013      4   22    2147.0      107.0      21.0       91.0      UA   \n",
+       "185799  2013      4   22    2149.0      124.0     104.0      144.0      B6   \n",
+       "185800  2013      4   22    2151.0      106.0    2350.0      110.0      MQ   \n",
+       "185801  2013      4   22    2152.0       72.0      36.0       40.0      B6   \n",
+       "185802  2013      4   22    2157.0      147.0      18.0      139.0      EV   \n",
+       "185803  2013      4   22    2158.0      148.0    2309.0      128.0      EV   \n",
+       "185805  2013      4   22    2200.0       65.0    2308.0       53.0      MQ   \n",
+       "185806  2013      4   22    2202.0      167.0     101.0      165.0      B6   \n",
+       "185807  2013      4   22    2204.0      184.0     100.0      169.0      DL   \n",
+       "185808  2013      4   22    2207.0      127.0       5.0      107.0      EV   \n",
+       "185809  2013      4   22    2209.0      129.0       4.0      115.0      EV   \n",
+       "185810  2013      4   22    2211.0       72.0    2324.0       65.0      UA   \n",
+       "185812  2013      4   22    2212.0      162.0    2357.0      147.0      EV   \n",
+       "185813  2013      4   22    2213.0       68.0    2334.0       45.0      EV   \n",
+       "185814  2013      4   22    2214.0       70.0      56.0       59.0      UA   \n",
+       "185815  2013      4   22    2220.0       80.0      30.0       85.0      EV   \n",
+       "185816  2013      4   22    2224.0       94.0       5.0       96.0      EV   \n",
+       "185817  2013      4   22    2229.0      224.0      29.0      199.0      9E   \n",
+       "185818  2013      4   22    2229.0       94.0    2351.0       81.0      AA   \n",
+       "185819  2013      4   22    2237.0      132.0     213.0      160.0      UA   \n",
+       "185820  2013      4   22    2242.0      102.0     138.0      120.0      B6   \n",
+       "185821  2013      4   22    2246.0      107.0      36.0      100.0      EV   \n",
+       "185822  2013      4   22    2247.0       92.0      50.0       84.0      EV   \n",
+       "185823  2013      4   22    2248.0       73.0    2348.0       56.0      EV   \n",
+       "185824  2013      4   22    2249.0       94.0     107.0       74.0      B6   \n",
+       "185825  2013      4   22    2250.0      105.0      56.0      111.0      MQ   \n",
+       "185826  2013      4   22    2251.0      201.0     106.0      200.0      9E   \n",
+       "185827  2013      4   22    2252.0      117.0       6.0      101.0      WN   \n",
+       "185829  2013      4   22    2255.0       65.0    2350.0       55.0      EV   \n",
+       "185830  2013      4   22    2304.0      184.0      22.0      164.0      UA   \n",
+       "185831  2013      4   22    2308.0      122.0     142.0      128.0      EV   \n",
+       "185832  2013      4   22    2312.0       73.0      10.0       59.0      EV   \n",
+       "185833  2013      4   22    2318.0      114.0      13.0       90.0      EV   \n",
+       "185834  2013      4   22    2325.0      115.0      49.0      109.0      MQ   \n",
+       "185835  2013      4   22    2326.0      117.0     207.0      110.0      B6   \n",
+       "185836  2013      4   22    2329.0      104.0     241.0       96.0      AA   \n",
+       "185837  2013      4   22    2329.0      230.0     242.0      232.0      UA   \n",
+       "185838  2013      4   22    2336.0      171.0     218.0      145.0      B6   \n",
+       "185839  2013      4   22    2336.0      216.0     316.0      231.0      VX   \n",
+       "185840  2013      4   22    2337.0      137.0     118.0      123.0      EV   \n",
+       "185841  2013      4   22    2344.0      118.0     341.0      119.0      B6   \n",
+       "185842  2013      4   22    2344.0      145.0     207.0      118.0      UA   \n",
+       "185843  2013      4   22    2345.0      200.0     243.0      186.0      B6   \n",
+       "185845  2013      4   22    2350.0      230.0      48.0      211.0      EV   \n",
+       "185846  2013      4   22    2350.0      140.0     104.0      121.0      B6   \n",
+       "185847  2013      4   22    2352.0      203.0      52.0      169.0      EV   \n",
+       "185893  2013      4   23       4.0       75.0     111.0       72.0      B6   \n",
+       "185894  2013      4   23       5.0       75.0     101.0       63.0      B6   \n",
+       "185896  2013      4   23      31.0      216.0     136.0      191.0      WN   \n",
+       "185897  2013      4   23      33.0       98.0     147.0       96.0      B6   \n",
+       "185898  2013      4   23     101.0      211.0     325.0      189.0      B6   \n",
+       "185899  2013      4   23     239.0      160.0     627.0      168.0      B6   \n",
+       "186229  2013      4   23    1102.0       62.0    1253.0       75.0      UA   \n",
+       "186235  2013      4   23    1108.0       68.0    1249.0       94.0      US   \n",
+       "186237  2013      4   23    1111.0       76.0    1300.0      110.0      MQ   \n",
+       "186239  2013      4   23    1113.0       74.0    1340.0      100.0      US   \n",
+       "186253  2013      4   23    1136.0       92.0    1325.0      115.0      EV   \n",
+       "186296  2013      4   23    1224.0      144.0    1519.0      128.0      UA   \n",
+       "186313  2013      4   23    1255.0       64.0    1548.0       94.0      FL   \n",
+       "186363  2013      4   23    1400.0       75.0    1725.0      120.0      WN   \n",
+       "186371  2013      4   23    1421.0       66.0    1739.0       87.0      B6   \n",
+       "186373  2013      4   23    1427.0       72.0    1559.0       84.0      MQ   \n",
+       "186374  2013      4   23    1428.0       73.0    1708.0       90.0      FL   \n",
+       "186403  2013      4   23    1455.0       86.0    1803.0      105.0      B6   \n",
+       "186407  2013      4   23    1456.0       76.0    1822.0       99.0      B6   \n",
+       "186414  2013      4   23    1504.0       74.0    1733.0       94.0      EV   \n",
+       "186415  2013      4   23    1504.0       64.0    1702.0      109.0      US   \n",
+       "186427  2013      4   23    1523.0      114.0    1645.0      129.0      EV   \n",
+       "186428  2013      4   23    1523.0       68.0    1809.0      119.0      MQ   \n",
+       "186430  2013      4   23    1526.0       96.0    1811.0      124.0      US   \n",
+       "186471  2013      4   23    1602.0       62.0    1748.0       89.0      US   \n",
+       "186479  2013      4   23    1610.0      100.0    1805.0       96.0      EV   \n",
+       "186480  2013      4   23    1610.0       71.0    1826.0       68.0      B6   \n",
+       "186481  2013      4   23    1612.0      117.0    1818.0      105.0      DL   \n",
+       "186484  2013      4   23    1614.0       79.0    1811.0       91.0      MQ   \n",
+       "186488  2013      4   23    1623.0      103.0    1814.0      129.0      EV   \n",
+       "186492  2013      4   23    1626.0       75.0    1819.0       74.0      EV   \n",
+       "186496  2013      4   23    1629.0      119.0    1819.0      113.0      EV   \n",
+       "186502  2013      4   23    1635.0      115.0    1848.0      138.0      MQ   \n",
+       "186503  2013      4   23    1636.0      171.0    1835.0      169.0      EV   \n",
+       "186507  2013      4   23    1639.0      156.0    1825.0      181.0      EV   \n",
+       "186509  2013      4   23    1640.0      116.0    1944.0      129.0      B6   \n",
+       "186532  2013      4   23    1705.0       65.0    1855.0       95.0      AA   \n",
+       "186538  2013      4   23    1713.0       73.0    2012.0       71.0      B6   \n",
+       "186539  2013      4   23    1715.0       72.0    1929.0       71.0      EV   \n",
+       "186540  2013      4   23    1716.0      146.0    1855.0      145.0      EV   \n",
+       "186542  2013      4   23    1718.0       93.0    1920.0       77.0      DL   \n",
+       "186548  2013      4   23    1723.0       88.0    1937.0       82.0      WN   \n",
+       "186556  2013      4   23    1732.0      182.0    1841.0      184.0      EV   \n",
+       "186560  2013      4   23    1736.0       86.0    1835.0       72.0      EV   \n",
+       "186562  2013      4   23    1737.0       77.0    1959.0       36.0      B6   \n",
+       "186563  2013      4   23    1737.0       77.0    2031.0       75.0      B6   \n",
+       "186573  2013      4   23    1743.0      108.0    1946.0      100.0      EV   \n",
+       "186575  2013      4   23    1748.0       68.0    1955.0       70.0      MQ   \n",
+       "186578  2013      4   23    1757.0       77.0    2044.0       63.0      B6   \n",
+       "186583  2013      4   23    1800.0      151.0    1908.0      141.0      EV   \n",
+       "186586  2013      4   23    1803.0      118.0    2010.0      159.0      9E   \n",
+       "186593  2013      4   23    1809.0       69.0    2022.0       58.0      DL   \n",
+       "186602  2013      4   23    1820.0       80.0    1937.0       67.0      MQ   \n",
+       "186607  2013      4   23    1827.0       72.0    2015.0       75.0      AA   \n",
+       "186616  2013      4   23    1837.0      125.0    2046.0      142.0      EV   \n",
+       "186618  2013      4   23    1840.0      144.0    2058.0      128.0      EV   \n",
+       "186619  2013      4   23    1841.0      134.0    2033.0      129.0      EV   \n",
+       "186622  2013      4   23    1843.0      104.0    2143.0      104.0      AA   \n",
+       "186623  2013      4   23    1843.0      103.0    2113.0       58.0      B6   \n",
+       "186624  2013      4   23    1844.0      133.0    2010.0      133.0      EV   \n",
+       "186630  2013      4   23    1850.0      120.0    2033.0      108.0      WN   \n",
+       "186634  2013      4   23    1853.0       77.0    2049.0      109.0      UA   \n",
+       "186641  2013      4   23    1857.0       79.0    2023.0       57.0      B6   \n",
+       "186646  2013      4   23    1900.0       95.0    2218.0      102.0      DL   \n",
+       "186649  2013      4   23    1901.0       61.0    2148.0       34.0      B6   \n",
+       "186651  2013      4   23    1905.0       66.0    2052.0       61.0      EV   \n",
+       "186652  2013      4   23    1905.0       70.0    2041.0       71.0      MQ   \n",
+       "186657  2013      4   23    1910.0      180.0    2035.0      160.0      EV   \n",
+       "186664  2013      4   23    1916.0       76.0    2051.0       61.0      AA   \n",
+       "186667  2013      4   23    1918.0       98.0    2124.0      101.0      YV   \n",
+       "186669  2013      4   23    1920.0      110.0    2126.0      127.0      US   \n",
+       "186676  2013      4   23    1930.0      120.0    2151.0       88.0      B6   \n",
+       "186679  2013      4   23    1932.0       92.0    2120.0       96.0      UA   \n",
+       "186684  2013      4   23    1939.0      130.0    2306.0      121.0      VX   \n",
+       "186687  2013      4   23    1943.0      103.0    2054.0       79.0      WN   \n",
+       "186691  2013      4   23    1951.0      212.0    2059.0      208.0      UA   \n",
+       "186693  2013      4   23    1953.0      134.0    2236.0      126.0      B6   \n",
+       "186694  2013      4   23    1953.0       83.0    2151.0       51.0      WN   \n",
+       "186707  2013      4   23    2005.0      150.0    2330.0      145.0      AA   \n",
+       "186708  2013      4   23    2006.0       66.0    2229.0       55.0      EV   \n",
+       "186709  2013      4   23    2006.0       66.0    2117.0       62.0      US   \n",
+       "186711  2013      4   23    2011.0      131.0    2248.0      105.0      UA   \n",
+       "186713  2013      4   23    2020.0      140.0    2314.0      109.0      UA   \n",
+       "186715  2013      4   23    2021.0       71.0    2347.0       67.0      AA   \n",
+       "186728  2013      4   23    2038.0       73.0    2246.0       84.0      9E   \n",
+       "186730  2013      4   23    2044.0       75.0    2331.0       62.0      AA   \n",
+       "186731  2013      4   23    2045.0      105.0    2206.0       81.0      EV   \n",
+       "186733  2013      4   23    2049.0      109.0    2258.0      108.0      EV   \n",
+       "186734  2013      4   23    2050.0       75.0    2300.0       61.0      EV   \n",
+       "186736  2013      4   23    2051.0      171.0    2242.0      161.0      EV   \n",
+       "186738  2013      4   23    2052.0      217.0       NaN        NaN      EV   \n",
+       "186742  2013      4   23    2053.0       89.0    2233.0       98.0      UA   \n",
+       "186745  2013      4   23    2059.0       84.0    2206.0       66.0      EV   \n",
+       "186747  2013      4   23    2100.0       90.0    2336.0       61.0      B6   \n",
+       "186751  2013      4   23    2104.0       94.0      10.0      100.0      AA   \n",
+       "186752  2013      4   23    2104.0      164.0      12.0      161.0      AS   \n",
+       "186753  2013      4   23    2106.0       66.0    2224.0       60.0      DL   \n",
+       "186754  2013      4   23    2107.0       97.0    2304.0       94.0      EV   \n",
+       "186757  2013      4   23    2115.0      105.0    2311.0       72.0      EV   \n",
+       "186758  2013      4   23    2116.0       76.0    2227.0       70.0      EV   \n",
+       "186759  2013      4   23    2116.0       96.0    2245.0       75.0      MQ   \n",
+       "186761  2013      4   23    2117.0       77.0    2237.0       53.0      B6   \n",
+       "186762  2013      4   23    2119.0       89.0      59.0       79.0      B6   \n",
+       "186763  2013      4   23    2123.0       68.0    2318.0       39.0      9E   \n",
+       "186765  2013      4   23    2123.0       96.0    2329.0       66.0      UA   \n",
+       "186767  2013      4   23    2126.0       86.0    2347.0       89.0      EV   \n",
+       "186768  2013      4   23    2126.0      151.0    2243.0      126.0      EV   \n",
+       "186770  2013      4   23    2128.0       88.0    2343.0       58.0      DL   \n",
+       "186771  2013      4   23    2131.0       77.0    2339.0       74.0      EV   \n",
+       "186773  2013      4   23    2134.0       99.0    2305.0       86.0      EV   \n",
+       "186775  2013      4   23    2135.0      200.0    2254.0      179.0      MQ   \n",
+       "186776  2013      4   23    2135.0       70.0      59.0       86.0      UA   \n",
+       "186777  2013      4   23    2137.0      102.0    2257.0      107.0      AA   \n",
+       "186778  2013      4   23    2142.0      117.0      34.0      114.0      B6   \n",
+       "186780  2013      4   23    2145.0      136.0    2358.0      121.0      EV   \n",
+       "186782  2013      4   23    2147.0       78.0    2339.0       69.0      EV   \n",
+       "186783  2013      4   23    2147.0       62.0    2308.0       49.0      9E   \n",
+       "186787  2013      4   23    2159.0      147.0    2315.0      143.0      EV   \n",
+       "186788  2013      4   23    2207.0       62.0       8.0       63.0      MQ   \n",
+       "186789  2013      4   23    2208.0       88.0    2330.0       96.0      B6   \n",
+       "186790  2013      4   23    2208.0      193.0     124.0      194.0      VX   \n",
+       "186791  2013      4   23    2213.0       63.0    2332.0       50.0      EV   \n",
+       "186793  2013      4   23    2216.0       72.0      58.0       61.0      UA   \n",
+       "186794  2013      4   23    2217.0      108.0    2347.0       99.0      EV   \n",
+       "186795  2013      4   23    2220.0      115.0     102.0       89.0      UA   \n",
+       "186796  2013      4   23    2221.0      121.0      25.0      100.0      MQ   \n",
+       "186797  2013      4   23    2222.0      113.0    2332.0       89.0      EV   \n",
+       "186798  2013      4   23    2228.0      108.0     122.0       87.0      B6   \n",
+       "186799  2013      4   23    2229.0       83.0      47.0       73.0      EV   \n",
+       "186801  2013      4   23    2233.0       78.0      11.0       61.0      MQ   \n",
+       "186802  2013      4   23    2234.0       84.0    2350.0       78.0      EV   \n",
+       "186806  2013      4   23    2250.0      120.0       2.0      101.0      B6   \n",
+       "186807  2013      4   23    2254.0       70.0    2359.0       59.0      UA   \n",
+       "186810  2013      4   23    2257.0       87.0      21.0       81.0      MQ   \n",
+       "186811  2013      4   23    2306.0      102.0       6.0       83.0      EV   \n",
+       "186812  2013      4   23    2322.0      142.0      24.0      123.0      UA   \n",
+       "186813  2013      4   23    2326.0      146.0     143.0      125.0      B6   \n",
+       "186858  2013      4   24      30.0      210.0     129.0      194.0      US   \n",
+       "186859  2013      4   24      37.0      107.0     141.0      103.0      B6   \n",
+       "186860  2013      4   24      42.0      342.0     144.0      329.0      US   \n",
+       "186861  2013      4   24     115.0      260.0     222.0      237.0      WN   \n",
+       "186862  2013      4   24     116.0      311.0     259.0      299.0      MQ   \n",
+       "186863  2013      4   24     142.0      328.0     334.0      309.0      EV   \n",
+       "187033  2013      4   24     808.0      188.0    1008.0      208.0      US   \n",
+       "187101  2013      4   24     906.0       66.0    1112.0       81.0      EV   \n",
+       "187130  2013      4   24     938.0       83.0    1133.0       83.0      US   \n",
+       "187158  2013      4   24     959.0       84.0    1147.0       87.0      MQ   \n",
+       "187204  2013      4   24    1107.0       97.0    1420.0      100.0      WN   \n",
+       "187212  2013      4   24    1116.0      107.0    1333.0       85.0      UA   \n",
+       "187272  2013      4   24    1233.0      158.0    1401.0      171.0      MQ   \n",
+       "187324  2013      4   24    1340.0       85.0    1518.0       88.0      WN   \n",
+       "187328  2013      4   24    1348.0       80.0    1602.0       85.0      EV   \n",
+       "187348  2013      4   24    1412.0       67.0    1553.0       58.0      MQ   \n",
+       "187363  2013      4   24    1444.0       89.0    1606.0       93.0      EV   \n",
+       "187383  2013      4   24    1452.0       67.0    1650.0       64.0      EV   \n",
+       "187392  2013      4   24    1456.0      131.0    1725.0      120.0      WN   \n",
+       "187413  2013      4   24    1516.0      160.0    1723.0      172.0      EV   \n",
+       "187428  2013      4   24    1533.0       78.0    1711.0       76.0      AA   \n",
+       "187431  2013      4   24    1535.0      105.0    1757.0      118.0      EV   \n",
+       "187443  2013      4   24    1541.0       61.0    1737.0       67.0      MQ   \n",
+       "187478  2013      4   24    1609.0       70.0    2100.0      115.0      B6   \n",
+       "187496  2013      4   24    1631.0       62.0    1826.0       55.0      EV   \n",
+       "187499  2013      4   24    1637.0       68.0    1839.0      112.0      EV   \n",
+       "187509  2013      4   24    1652.0       97.0    1905.0      115.0      EV   \n",
+       "187517  2013      4   24    1659.0       64.0    1812.0       57.0      MQ   \n",
+       "187526  2013      4   24    1707.0       77.0    1926.0       92.0      EV   \n",
+       "187528  2013      4   24    1710.0      119.0    1953.0      168.0      EV   \n",
+       "187553  2013      4   24    1740.0       80.0    2121.0      118.0      B6   \n",
+       "187555  2013      4   24    1741.0       69.0    2054.0       48.0      UA   \n",
+       "187563  2013      4   24    1748.0       93.0    2100.0      140.0      MQ   \n",
+       "187572  2013      4   24    1757.0       87.0    1939.0       88.0      UA   \n",
+       "187584  2013      4   24    1809.0       97.0    2032.0      128.0      EV   \n",
+       "187600  2013      4   24    1830.0       75.0    2203.0      123.0      WN   \n",
+       "187602  2013      4   24    1833.0      143.0    2101.0      218.0      EV   \n",
+       "187614  2013      4   24    1849.0      153.0    2144.0      174.0      EV   \n",
+       "187619  2013      4   24    1852.0      112.0    2029.0      111.0      UA   \n",
+       "187621  2013      4   24    1853.0      133.0    2058.0      133.0      EV   \n",
+       "187632  2013      4   24    1902.0       97.0    2257.0      157.0      AA   \n",
+       "187636  2013      4   24    1909.0      114.0    2159.0      152.0      EV   \n",
+       "187644  2013      4   24    1922.0       82.0    2054.0       77.0      UA   \n",
+       "187652  2013      4   24    1929.0      140.0    2135.0      162.0      EV   \n",
+       "187654  2013      4   24    1930.0      183.0    2143.0      199.0      EV   \n",
+       "187656  2013      4   24    1931.0      151.0    2323.0      208.0      AA   \n",
+       "187668  2013      4   24    1955.0      115.0    2147.0      106.0      EV   \n",
+       "187670  2013      4   24    1955.0      150.0    2348.0      188.0      AA   \n",
+       "187671  2013      4   24    1957.0      197.0    2327.0      226.0      B6   \n",
+       "187675  2013      4   24    2001.0      111.0    2141.0      101.0      MQ   \n",
+       "187678  2013      4   24    2004.0      118.0    2155.0      140.0      B6   \n",
+       "187679  2013      4   24    2005.0       96.0    2204.0       84.0      9E   \n",
+       "187684  2013      4   24    2012.0      182.0    2223.0      188.0      AA   \n",
+       "187688  2013      4   24    2017.0       62.0    2226.0       75.0      EV   \n",
+       "187694  2013      4   24    2031.0      136.0    2307.0      151.0      9E   \n",
+       "187695  2013      4   24    2031.0       81.0    2342.0      130.0      9E   \n",
+       "187696  2013      4   24    2031.0       96.0    2240.0      104.0      US   \n",
+       "187699  2013      4   24    2034.0      279.0    2255.0      280.0      WN   \n",
+       "187702  2013      4   24    2040.0      206.0    2248.0      218.0      EV   \n",
+       "187703  2013      4   24    2046.0      121.0       4.0      174.0      9E   \n",
+       "187704  2013      4   24    2047.0      130.0    2359.0      147.0      B6   \n",
+       "187705  2013      4   24    2048.0      109.0      16.0      137.0      DL   \n",
+       "187706  2013      4   24    2048.0       83.0       5.0       95.0      AA   \n",
+       "187707  2013      4   24    2048.0       93.0    2400.0      104.0      B6   \n",
+       "187708  2013      4   24    2048.0      423.0    2207.0      422.0      WN   \n",
+       "187714  2013      4   24    2100.0      160.0    2333.0      213.0      9E   \n",
+       "187715  2013      4   24    2102.0       87.0    2238.0       85.0      9E   \n",
+       "187716  2013      4   24    2103.0       63.0    2324.0       66.0      EV   \n",
+       "187717  2013      4   24    2103.0      153.0      29.0      149.0      AA   \n",
+       "187718  2013      4   24    2105.0       96.0    2242.0       93.0      MQ   \n",
+       "187719  2013      4   24    2106.0       66.0    2252.0       88.0      DL   \n",
+       "187722  2013      4   24    2111.0      191.0    2300.0      189.0      EV   \n",
+       "187723  2013      4   24    2111.0       76.0    2300.0      110.0      AA   \n",
+       "187726  2013      4   24    2116.0      106.0    2322.0      112.0      EV   \n",
+       "187729  2013      4   24    2120.0      110.0    2254.0      113.0      EV   \n",
+       "187730  2013      4   24    2120.0       90.0     139.0      119.0      B6   \n",
+       "187731  2013      4   24    2122.0       67.0    2330.0       51.0      9E   \n",
+       "187732  2013      4   24    2123.0      233.0    2347.0      231.0      F9   \n",
+       "187733  2013      4   24    2123.0      144.0    2339.0      137.0      FL   \n",
+       "187735  2013      4   24    2130.0      115.0    2346.0       94.0      UA   \n",
+       "187739  2013      4   24    2134.0      219.0     143.0      280.0      UA   \n",
+       "187740  2013      4   24    2135.0       65.0      22.0       50.0      UA   \n",
+       "187743  2013      4   24    2144.0      124.0    2342.0      115.0      EV   \n",
+       "187745  2013      4   24    2147.0       82.0      20.0       48.0      UA   \n",
+       "187746  2013      4   24    2148.0      108.0    2305.0       87.0      UA   \n",
+       "187748  2013      4   24    2152.0       82.0    2316.0       75.0      FL   \n",
+       "187750  2013      4   24    2156.0      236.0      16.0      221.0      DL   \n",
+       "187751  2013      4   24    2156.0      151.0    2301.0      116.0      WN   \n",
+       "187756  2013      4   24    2208.0      153.0      46.0      167.0      EV   \n",
+       "187757  2013      4   24    2208.0       64.0      39.0       42.0      UA   \n",
+       "187758  2013      4   24    2210.0      101.0      11.0      101.0      EV   \n",
+       "187759  2013      4   24    2211.0      146.0    2325.0      120.0      AA   \n",
+       "187763  2013      4   24    2217.0      112.0     222.0      169.0      UA   \n",
+       "187764  2013      4   24    2221.0      191.0     150.0      190.0      AA   \n",
+       "187766  2013      4   24    2224.0      174.0      28.0      175.0      9E   \n",
+       "187768  2013      4   24    2234.0      134.0      52.0      127.0      MQ   \n",
+       "187769  2013      4   24    2236.0       97.0      27.0       91.0      EV   \n",
+       "187770  2013      4   24    2241.0       95.0     101.0       87.0      EV   \n",
+       "187771  2013      4   24    2241.0      181.0      32.0      182.0      MQ   \n",
+       "187772  2013      4   24    2243.0       93.0    2356.0       84.0      EV   \n",
+       "187774  2013      4   24    2249.0       79.0      28.0       85.0      B6   \n",
+       "187775  2013      4   24    2253.0      123.0       5.0      101.0      EV   \n",
+       "187776  2013      4   24    2253.0       98.0      52.0      102.0      MQ   \n",
+       "187777  2013      4   24    2256.0       66.0       2.0       67.0      EV   \n",
+       "187778  2013      4   24    2300.0      121.0      56.0      112.0      EV   \n",
+       "187779  2013      4   24    2303.0       88.0       5.0       73.0      EV   \n",
+       "187780  2013      4   24    2317.0       78.0      16.0       65.0      EV   \n",
+       "187781  2013      4   24    2321.0      161.0      37.0      157.0      MQ   \n",
+       "187782  2013      4   24    2323.0      203.0      26.0      189.0      EV   \n",
+       "187783  2013      4   24    2334.0      130.0      31.0      108.0      EV   \n",
+       "187784  2013      4   24    2335.0      240.0      48.0      228.0      EV   \n",
+       "187785  2013      4   24    2343.0      183.0     100.0      186.0      B6   \n",
+       "187787  2013      4   24    2349.0      179.0     120.0      171.0      EV   \n",
+       "187791  2013      4   24    2358.0      268.0     110.0      260.0      EV   \n",
+       "187835  2013      4   25      45.0      120.0     142.0      101.0      B6   \n",
+       "188005  2013      4   25     813.0      132.0     950.0      150.0      EV   \n",
+       "188080  2013      4   25     913.0       73.0    1152.0      113.0      B6   \n",
+       "188089  2013      4   25     924.0       64.0    1100.0       80.0      MQ   \n",
+       "188112  2013      4   25     950.0       75.0    1204.0      104.0      MQ   \n",
+       "188180  2013      4   25    1109.0       70.0    1335.0       64.0      EV   \n",
+       "188182  2013      4   25    1112.0       77.0    1211.0       63.0      9E   \n",
+       "188202  2013      4   25    1146.0       72.0    1346.0       63.0      EV   \n",
+       "188213  2013      4   25    1155.0      180.0    1546.0      243.0      UA   \n",
+       "188227  2013      4   25    1208.0      218.0    1433.0      227.0      EV   \n",
+       "188277  2013      4   25    1322.0       96.0    1429.0       89.0      EV   \n",
+       "188287  2013      4   25    1337.0       68.0    1436.0       60.0      UA   \n",
+       "188300  2013      4   25    1355.0      115.0    1707.0      102.0      UA   \n",
+       "188322  2013      4   25    1435.0       96.0    1658.0      122.0      US   \n",
+       "188327  2013      4   25    1442.0       85.0    1528.0       75.0      EV   \n",
+       "188359  2013      4   25    1505.0      115.0    1739.0      105.0      UA   \n",
+       "188365  2013      4   25    1509.0       74.0    1836.0      111.0      B6   \n",
+       "188368  2013      4   25    1514.0      105.0    1634.0      118.0      EV   \n",
+       "188370  2013      4   25    1515.0       85.0    1749.0      102.0      US   \n",
+       "188375  2013      4   25    1521.0      112.0    1700.0      113.0      EV   \n",
+       "188387  2013      4   25    1532.0       89.0    1700.0       96.0      EV   \n",
+       "188388  2013      4   25    1533.0       98.0    1811.0      116.0      WN   \n",
+       "188389  2013      4   25    1534.0      106.0    1809.0       93.0      UA   \n",
+       "188396  2013      4   25    1540.0      110.0    1806.0      127.0      EV   \n",
+       "188404  2013      4   25    1545.0       75.0    1725.0       56.0      EV   \n",
+       "188408  2013      4   25    1550.0      107.0    1736.0      109.0      EV   \n",
+       "188442  2013      4   25    1621.0       99.0    1823.0       97.0      EV   \n",
+       "188446  2013      4   25    1625.0      155.0    1732.0      147.0      EV   \n",
+       "188451  2013      4   25    1629.0       92.0    1811.0       97.0      EV   \n",
+       "188456  2013      4   25    1634.0      238.0    1758.0      244.0      EV   \n",
+       "188457  2013      4   25    1634.0      104.0    1752.0      106.0      UA   \n",
+       "188459  2013      4   25    1637.0      107.0    1909.0      132.0      EV   \n",
+       "188479  2013      4   25    1659.0      149.0    1801.0      144.0      EV   \n",
+       "188485  2013      4   25    1702.0      132.0    1839.0      129.0      EV   \n",
+       "188486  2013      4   25    1704.0      199.0    1934.0        NaN      EV   \n",
+       "188487  2013      4   25    1705.0      114.0    1921.0      136.0      EV   \n",
+       "188489  2013      4   25    1706.0       97.0    1917.0       97.0      EV   \n",
+       "188491  2013      4   25    1707.0       87.0    1918.0      104.0      B6   \n",
+       "188498  2013      4   25    1713.0      104.0    1838.0      111.0      EV   \n",
+       "188500  2013      4   25    1717.0      127.0    1915.0      130.0      EV   \n",
+       "188501  2013      4   25    1717.0       62.0    2026.0      106.0      MQ   \n",
+       "188502  2013      4   25    1718.0       85.0    1843.0       79.0      B6   \n",
+       "188503  2013      4   25    1718.0      109.0    1924.0      113.0      EV   \n",
+       "188510  2013      4   25    1725.0      158.0    1911.0      152.0      EV   \n",
+       "188511  2013      4   25    1727.0      132.0    1928.0      138.0      EV   \n",
+       "188515  2013      4   25    1729.0      164.0    2006.0      177.0      EV   \n",
+       "188527  2013      4   25    1738.0       95.0    1934.0      124.0      YV   \n",
+       "188538  2013      4   25    1756.0      146.0    1919.0      150.0      EV   \n",
+       "188543  2013      4   25    1801.0      126.0    2023.0      128.0      WN   \n",
+       "188547  2013      4   25    1805.0       65.0    2005.0       87.0      UA   \n",
+       "188549  2013      4   25    1808.0       93.0    2118.0       69.0      UA   \n",
+       "188553  2013      4   25    1810.0       98.0    1940.0       89.0      EV   \n",
+       "188557  2013      4   25    1813.0      103.0    2201.0      123.0      B6   \n",
+       "188562  2013      4   25    1819.0       79.0    2052.0       88.0      DL   \n",
+       "188567  2013      4   25    1824.0      104.0    2048.0      123.0      MQ   \n",
+       "188570  2013      4   25    1827.0       87.0    2003.0      109.0      B6   \n",
+       "188577  2013      4   25    1832.0      112.0    1956.0      117.0      EV   \n",
+       "188581  2013      4   25    1837.0      162.0    2056.0      182.0      EV   \n",
+       "188584  2013      4   25    1841.0       71.0    1946.0       48.0      B6   \n",
+       "188592  2013      4   25    1850.0      195.0    2127.0      187.0      UA   \n",
+       "188593  2013      4   25    1852.0      145.0    2048.0      144.0      EV   \n",
+       "188594  2013      4   25    1852.0      112.0    2041.0      111.0      AA   \n",
+       "188606  2013      4   25    1900.0      105.0    2149.0      109.0      WN   \n",
+       "188607  2013      4   25    1901.0       92.0    2146.0       84.0      UA   \n",
+       "188612  2013      4   25    1907.0       67.0    2148.0       45.0      UA   \n",
+       "188613  2013      4   25    1907.0       67.0    2103.0       86.0      UA   \n",
+       "188617  2013      4   25    1909.0       99.0    2158.0      122.0      F9   \n",
+       "188619  2013      4   25    1911.0      102.0    2154.0       70.0      AA   \n",
+       "188620  2013      4   25    1912.0      176.0    2144.0      174.0      EV   \n",
+       "188622  2013      4   25    1912.0       72.0    2034.0       50.0      UA   \n",
+       "188627  2013      4   25    1915.0       80.0    2129.0      119.0      MQ   \n",
+       "188633  2013      4   25    1920.0      169.0    2048.0      171.0      EV   \n",
+       "188640  2013      4   25    1929.0      140.0    2227.0        NaN      EV   \n",
+       "188642  2013      4   25    1930.0      141.0    2123.0      157.0      EV   \n",
+       "188647  2013      4   25    1934.0       77.0    2203.0       78.0      DL   \n",
+       "188648  2013      4   25    1937.0       91.0    2102.0       87.0      B6   \n",
+       "188662  2013      4   25    1954.0      114.0    2322.0      141.0      UA   \n",
+       "188663  2013      4   25    1954.0       85.0    2152.0       81.0      US   \n",
+       "188664  2013      4   25    1955.0      206.0    2208.0      234.0      MQ   \n",
+       "188665  2013      4   25    1956.0      116.0    2332.0      127.0      UA   \n",
+       "188672  2013      4   25    1958.0       88.0    2150.0      115.0      MQ   \n",
+       "188673  2013      4   25    2001.0      106.0    2211.0      100.0      9E   \n",
+       "188674  2013      4   25    2001.0      106.0    2134.0       99.0      MQ   \n",
+       "188675  2013      4   25    2002.0      167.0    2231.0      184.0      EV   \n",
+       "188676  2013      4   25    2005.0      171.0    2239.0      209.0      EV   \n",
+       "188678  2013      4   25    2005.0      145.0    2159.0      144.0      WN   \n",
+       "188679  2013      4   25    2007.0      161.0    2227.0      175.0      EV   \n",
+       "188690  2013      4   25    2018.0       83.0    2214.0       97.0      EV   \n",
+       "188694  2013      4   25    2023.0      143.0    2154.0      139.0      WN   \n",
+       "188696  2013      4   25    2027.0      147.0    2233.0      152.0      EV   \n",
+       "188698  2013      4   25    2031.0      261.0    2233.0      278.0      EV   \n",
+       "188702  2013      4   25    2032.0       67.0    2222.0       77.0      WN   \n",
+       "188703  2013      4   25    2034.0      184.0    2336.0      193.0      B6   \n",
+       "188707  2013      4   25    2040.0      100.0    2329.0       78.0      DL   \n",
+       "188708  2013      4   25    2040.0      160.0    2247.0      175.0      EV   \n",
+       "188710  2013      4   25    2042.0      102.0    2306.0      116.0      EV   \n",
+       "188713  2013      4   25    2045.0       65.0    2227.0       57.0      MQ   \n",
+       "188714  2013      4   25    2046.0      188.0    2230.0      184.0      B6   \n",
+       "188719  2013      4   25    2050.0      119.0      16.0      111.0      UA   \n",
+       "188721  2013      4   25    2051.0      111.0    2223.0      128.0      US   \n",
+       "188724  2013      4   25    2053.0      123.0    2340.0      124.0      B6   \n",
+       "188730  2013      4   25    2105.0       80.0      29.0       89.0      AA   \n",
+       "188731  2013      4   25    2109.0       69.0    2232.0       48.0      B6   \n",
+       "188732  2013      4   25    2110.0       95.0    2340.0      101.0      EV   \n",
+       "188733  2013      4   25    2112.0      132.0    2336.0      122.0      EV   \n",
+       "188735  2013      4   25    2114.0      164.0    2334.0      154.0      WN   \n",
+       "188736  2013      4   25    2116.0       96.0    2359.0       72.0      DL   \n",
+       "188742  2013      4   25    2128.0       63.0      52.0       79.0      UA   \n",
+       "188744  2013      4   25    2131.0      136.0    2319.0      128.0      EV   \n",
+       "188749  2013      4   25    2136.0      127.0      28.0      119.0      AA   \n",
+       "188753  2013      4   25    2147.0      107.0    2359.0      110.0      EV   \n",
+       "188755  2013      4   25    2150.0      115.0    2338.0      119.0      EV   \n",
+       "188756  2013      4   25    2154.0       85.0     116.0       74.0      UA   \n",
+       "188757  2013      4   25    2154.0       96.0      57.0       91.0      UA   \n",
+       "188759  2013      4   25    2156.0      111.0     106.0      115.0      UA   \n",
+       "188762  2013      4   25    2202.0       77.0     101.0       68.0      B6   \n",
+       "188763  2013      4   25    2202.0      183.0      47.0      179.0      UA   \n",
+       "188764  2013      4   25    2207.0       77.0    2333.0       69.0      EV   \n",
+       "188765  2013      4   25    2209.0      159.0       5.0      155.0      EV   \n",
+       "188767  2013      4   25    2217.0       73.0      56.0       59.0      UA   \n",
+       "188768  2013      4   25    2219.0       84.0    2331.0       76.0      MQ   \n",
+       "188769  2013      4   25    2222.0       77.0    2400.0       55.0      MQ   \n",
+       "188770  2013      4   25    2223.0      129.0      29.0      131.0      EV   \n",
+       "188771  2013      4   25    2224.0      104.0    2336.0      102.0      B6   \n",
+       "188772  2013      4   25    2234.0       84.0    2356.0       84.0      EV   \n",
+       "188773  2013      4   25    2235.0      164.0     115.0      151.0      UA   \n",
+       "188774  2013      4   25    2237.0       82.0      47.0       81.0      EV   \n",
+       "188775  2013      4   25    2237.0      153.0     129.0      140.0      UA   \n",
+       "188778  2013      4   25    2243.0       93.0       5.0       83.0      EV   \n",
+       "188779  2013      4   25    2244.0      114.0      14.0      105.0      EV   \n",
+       "188780  2013      4   25    2245.0      345.0     144.0      319.0      AA   \n",
+       "188781  2013      4   25    2251.0      112.0       5.0       97.0      EV   \n",
+       "188782  2013      4   25    2251.0       96.0      39.0       89.0      MQ   \n",
+       "188783  2013      4   25    2252.0       82.0     140.0       84.0      B6   \n",
+       "188784  2013      4   25    2254.0       90.0      17.0       94.0      EV   \n",
+       "188786  2013      4   25    2301.0      181.0      11.0      174.0      EV   \n",
+       "188787  2013      4   25    2315.0       80.0      14.0       63.0      UA   \n",
+       "188790  2013      4   25    2328.0      149.0     107.0      131.0      EV   \n",
+       "188791  2013      4   25    2328.0      123.0      33.0      118.0      MQ   \n",
+       "188792  2013      4   25    2329.0      234.0      48.0      228.0      EV   \n",
+       "188793  2013      4   25    2331.0      116.0      41.0      109.0      EV   \n",
+       "188817  2013      4   26      22.0       97.0     126.0       78.0      B6   \n",
+       "189060  2013      4   26     907.0       73.0    1051.0       86.0      UA   \n",
+       "189144  2013      4   26    1040.0      105.0    1359.0      159.0      MQ   \n",
+       "189186  2013      4   26    1151.0       82.0    1420.0       92.0      EV   \n",
+       "189287  2013      4   26    1356.0       74.0    1629.0       61.0      B6   \n",
+       "189289  2013      4   26    1358.0      175.0    1701.0      169.0      UA   \n",
+       "189291  2013      4   26    1401.0      151.0    1656.0      182.0      EV   \n",
+       "189292  2013      4   26    1402.0       93.0    1543.0       77.0      EV   \n",
+       "189303  2013      4   26    1417.0       72.0    1640.0       72.0      EV   \n",
+       "189325  2013      4   26    1445.0      115.0    1738.0      110.0      B6   \n",
+       "189359  2013      4   26    1505.0       62.0    1653.0       66.0      EV   \n",
+       "189361  2013      4   26    1506.0      111.0    1616.0      103.0      EV   \n",
+       "189363  2013      4   26    1510.0       85.0    1807.0       67.0      AA   \n",
+       "189372  2013      4   26    1516.0       88.0    1817.0      101.0      UA   \n",
+       "189373  2013      4   26    1518.0       93.0    1744.0      134.0      MQ   \n",
+       "189391  2013      4   26    1535.0       90.0    1658.0       93.0      EV   \n",
+       "189437  2013      4   26    1617.0      102.0    1913.0       95.0      B6   \n",
+       "189447  2013      4   26    1629.0       99.0    1900.0      123.0      EV   \n",
+       "189457  2013      4   26    1639.0       70.0    1757.0       69.0      EV   \n",
+       "189463  2013      4   26    1654.0      144.0    1932.0      148.0      UA   \n",
+       "189473  2013      4   26    1702.0       62.0    1914.0       39.0      9E   \n",
+       "189476  2013      4   26    1704.0       65.0    1808.0       56.0      EV   \n",
+       "189479  2013      4   26    1706.0       66.0    1834.0       74.0      US   \n",
+       "189483  2013      4   26    1709.0      130.0    1925.0      127.0      B6   \n",
+       "189484  2013      4   26    1710.0      101.0    1918.0      108.0      EV   \n",
+       "189488  2013      4   26    1713.0       88.0    2004.0       57.0      DL   \n",
+       "189493  2013      4   26    1716.0       77.0    2036.0       90.0      UA   \n",
+       "189506  2013      4   26    1729.0       62.0    2024.0       70.0      UA   \n",
+       "189513  2013      4   26    1735.0       95.0    2015.0       74.0      B6   \n",
+       "189514  2013      4   26    1736.0      101.0    2002.0      128.0      EV   \n",
+       "189520  2013      4   26    1743.0      134.0    2044.0      184.0      EV   \n",
+       "189521  2013      4   26    1743.0       74.0    1912.0       62.0      UA   \n",
+       "189527  2013      4   26    1751.0       61.0    1948.0       63.0      WN   \n",
+       "189533  2013      4   26    1754.0       81.0    2126.0      101.0      UA   \n",
+       "189536  2013      4   26    1757.0      101.0    2003.0       98.0      EV   \n",
+       "189539  2013      4   26    1802.0       62.0    1916.0       62.0      B6   \n",
+       "189540  2013      4   26    1804.0       64.0    2031.0       67.0      DL   \n",
+       "189543  2013      4   26    1807.0       92.0    2057.0       48.0      UA   \n",
+       "189544  2013      4   26    1808.0       96.0    2039.0      135.0      EV   \n",
+       "189545  2013      4   26    1808.0       65.0    1938.0       62.0      B6   \n",
+       "189549  2013      4   26    1813.0      106.0    2017.0      113.0      EV   \n",
+       "189550  2013      4   26    1814.0      165.0    2007.0      200.0      EV   \n",
+       "189557  2013      4   26    1823.0      127.0    2100.0      130.0      EV   \n",
+       "189561  2013      4   26    1824.0       69.0    2127.0       87.0      WN   \n",
+       "189563  2013      4   26    1824.0       70.0    2123.0       78.0      UA   \n",
+       "189569  2013      4   26    1830.0      118.0    2020.0      129.0      EV   \n",
+       "189570  2013      4   26    1831.0       92.0    2153.0      114.0      AA   \n",
+       "189571  2013      4   26    1831.0       91.0    1959.0       81.0      UA   \n",
+       "189575  2013      4   26    1837.0      117.0    2047.0      122.0      MQ   \n",
+       "189578  2013      4   26    1839.0       94.0    2025.0       79.0      US   \n",
+       "189581  2013      4   26    1842.0       93.0    2054.0      121.0      EV   \n",
+       "189585  2013      4   26    1850.0       70.0    2041.0       58.0      YV   \n",
+       "189593  2013      4   26    1855.0       75.0    2052.0       77.0      WN   \n",
+       "189602  2013      4   26    1902.0       63.0    2110.0       79.0      EV   \n",
+       "189603  2013      4   26    1902.0       92.0    2006.0       68.0      B6   \n",
+       "189606  2013      4   26    1904.0      115.0    2058.0      132.0      EV   \n",
+       "189607  2013      4   26    1904.0       64.0    2245.0      104.0      UA   \n",
+       "189609  2013      4   26    1906.0       71.0    2030.0       60.0      WN   \n",
+       "189612  2013      4   26    1909.0       99.0    2152.0       89.0      B6   \n",
+       "189619  2013      4   26    1914.0      120.0    2132.0      142.0      EV   \n",
+       "189620  2013      4   26    1916.0      121.0    2150.0      143.0      EV   \n",
+       "189621  2013      4   26    1916.0       83.0    2052.0       82.0      UA   \n",
+       "189627  2013      4   26    1920.0      114.0    2144.0      132.0      EV   \n",
+       "189634  2013      4   26    1929.0      110.0    2143.0      101.0      FL   \n",
+       "189636  2013      4   26    1929.0       89.0    2135.0      111.0      UA   \n",
+       "189637  2013      4   26    1930.0      195.0    2203.0      203.0      MQ   \n",
+       "189638  2013      4   26    1931.0       76.0    2105.0       77.0      9E   \n",
+       "189640  2013      4   26    1933.0       93.0    2108.0       93.0      WN   \n",
+       "189644  2013      4   26    1938.0       98.0    2159.0      118.0      EV   \n",
+       "189661  2013      4   26    1953.0       88.0    2118.0       73.0      WN   \n",
+       "189664  2013      4   26    1959.0       89.0    2141.0      106.0      MQ   \n",
+       "189666  2013      4   26    2000.0       65.0    2204.0       68.0      US   \n",
+       "189669  2013      4   26    2003.0      113.0    2151.0      111.0      MQ   \n",
+       "189672  2013      4   26    2010.0       80.0    2239.0       63.0      B6   \n",
+       "189678  2013      4   26    2015.0       75.0    2247.0       73.0      EV   \n",
+       "189681  2013      4   26    2020.0       75.0    2322.0       72.0      UA   \n",
+       "189683  2013      4   26    2023.0      114.0    2222.0      111.0      US   \n",
+       "189684  2013      4   26    2025.0      205.0    2323.0      181.0      DL   \n",
+       "189685  2013      4   26    2025.0      150.0    2200.0      150.0      MQ   \n",
+       "189686  2013      4   26    2026.0       91.0    2203.0       73.0      MQ   \n",
+       "189688  2013      4   26    2028.0      179.0    2209.0      202.0      EV   \n",
+       "189693  2013      4   26    2030.0       75.0    2238.0       59.0      9E   \n",
+       "189695  2013      4   26    2031.0       91.0    2208.0      113.0      US   \n",
+       "189699  2013      4   26    2037.0       67.0    2325.0       50.0      UA   \n",
+       "189703  2013      4   26    2048.0       68.0    2341.0       54.0      DL   \n",
+       "189709  2013      4   26    2052.0       77.0    2227.0       87.0      EV   \n",
+       "189711  2013      4   26    2053.0       83.0    2346.0       76.0      AA   \n",
+       "189715  2013      4   26    2055.0       80.0      25.0      146.0      EV   \n",
+       "189720  2013      4   26    2100.0       70.0    2349.0       38.0      DL   \n",
+       "189721  2013      4   26    2100.0       80.0    2310.0       83.0      EV   \n",
+       "189722  2013      4   26    2101.0       61.0    2336.0       51.0      DL   \n",
+       "189724  2013      4   26    2104.0       64.0      18.0       94.0      EV   \n",
+       "189725  2013      4   26    2104.0       77.0    2225.0       85.0      EV   \n",
+       "189726  2013      4   26    2106.0       66.0      13.0       74.0      UA   \n",
+       "189730  2013      4   26    2116.0       86.0      18.0       38.0      B6   \n",
+       "189734  2013      4   26    2121.0      111.0    2313.0      132.0      EV   \n",
+       "189738  2013      4   26    2128.0       88.0    2356.0      114.0      EV   \n",
+       "189740  2013      4   26    2133.0       93.0       8.0      110.0      EV   \n",
+       "189742  2013      4   26    2134.0       79.0    2330.0       51.0      9E   \n",
+       "189745  2013      4   26    2138.0       73.0      13.0       36.0      B6   \n",
+       "189749  2013      4   26    2144.0       90.0       3.0      105.0      EV   \n",
+       "189751  2013      4   26    2145.0      246.0      18.0      228.0      B6   \n",
+       "189752  2013      4   26    2145.0      136.0    2314.0      125.0      MQ   \n",
+       "189753  2013      4   26    2148.0      104.0      55.0      109.0      UA   \n",
+       "189754  2013      4   26    2149.0      109.0    2319.0      122.0      EV   \n",
+       "189755  2013      4   26    2150.0      110.0    2244.0       91.0      US   \n",
+       "189758  2013      4   26    2205.0      105.0      15.0       90.0      MQ   \n",
+       "189759  2013      4   26    2206.0       76.0    2355.0       86.0      EV   \n",
+       "189760  2013      4   26    2207.0      122.0    2350.0      110.0      MQ   \n",
+       "189761  2013      4   26    2214.0       74.0    2308.0       53.0      US   \n",
+       "189763  2013      4   26    2222.0       72.0    2341.0       59.0      EV   \n",
+       "189765  2013      4   26    2227.0       87.0    2329.0       79.0      US   \n",
+       "189766  2013      4   26    2228.0       93.0    2342.0       77.0      WN   \n",
+       "189767  2013      4   26    2232.0       88.0     104.0       67.0      UA   \n",
+       "189768  2013      4   26    2235.0       80.0      47.0       81.0      EV   \n",
+       "189769  2013      4   26    2235.0       71.0    2335.0       52.0      EV   \n",
+       "189771  2013      4   26    2240.0      101.0      30.0       94.0      EV   \n",
+       "189776  2013      4   26    2251.0      112.0      34.0       90.0      EV   \n",
+       "189777  2013      4   26    2254.0       84.0     148.0       92.0      B6   \n",
+       "189778  2013      4   26    2255.0       65.0    2350.0       55.0      EV   \n",
+       "189779  2013      4   26    2256.0      110.0     120.0      106.0      EV   \n",
+       "189781  2013      4   26    2302.0       92.0      23.0       80.0      B6   \n",
+       "189782  2013      4   26    2307.0       68.0    2353.0       51.0      EV   \n",
+       "189783  2013      4   26    2309.0       94.0      13.0       81.0      EV   \n",
+       "189784  2013      4   26    2310.0      275.0      54.0      252.0      DL   \n",
+       "189785  2013      4   26    2320.0      115.0      36.0      121.0      MQ   \n",
+       "189786  2013      4   26    2331.0      136.0     107.0      117.0      MQ   \n",
+       "189787  2013      4   26    2332.0      132.0     103.0      108.0      EV   \n",
+       "189788  2013      4   26    2342.0      152.0      51.0      139.0      EV   \n",
+       "189789  2013      4   26    2342.0      257.0      57.0      232.0      WN   \n",
+       "189790  2013      4   26    2342.0      132.0     108.0      128.0      MQ   \n",
+       "189791  2013      4   26    2345.0      212.0     243.0      204.0      UA   \n",
+       "189795  2013      4   26    2358.0      268.0     208.0      249.0      EV   \n",
+       "189864  2013      4   27     702.0       62.0     807.0       70.0      US   \n",
+       "189911  2013      4   27     801.0       81.0     959.0       70.0      EV   \n",
+       "189968  2013      4   27     857.0       62.0    1128.0       52.0      B6   \n",
+       "189984  2013      4   27     909.0       84.0    1128.0       76.0      DL   \n",
+       "189990  2013      4   27     920.0      115.0    1212.0       92.0      AA   \n",
+       "190016  2013      4   27     952.0      112.0    1222.0      112.0      WN   \n",
+       "190028  2013      4   27     959.0      105.0    1241.0      102.0      UA   \n",
+       "190032  2013      4   27    1012.0       97.0    1107.0       72.0      9E   \n",
+       "190217  2013      4   27    1441.0       66.0    1700.0       61.0      EV   \n",
+       "190288  2013      4   27    1552.0       68.0    1820.0       45.0      B6   \n",
+       "190305  2013      4   27    1603.0      273.0    1910.0      291.0      DL   \n",
+       "190312  2013      4   27    1609.0       82.0    1802.0       83.0      EV   \n",
+       "190352  2013      4   27    1653.0      143.0    1837.0      130.0      EV   \n",
+       "190389  2013      4   27    1730.0       61.0    1912.0       46.0      EV   \n",
+       "190448  2013      4   27    1853.0       63.0    2206.0       46.0      UA   \n",
+       "190460  2013      4   27    1908.0      279.0    2027.0      267.0      FL   \n",
+       "190473  2013      4   27    1923.0       63.0    2043.0       45.0      9E   \n",
+       "190517  2013      4   27    2043.0       63.0    2221.0       51.0      MQ   \n",
+       "190522  2013      4   27    2054.0      254.0    2227.0      224.0      EV   \n",
+       "190529  2013      4   27    2116.0       86.0    2340.0       26.0      UA   \n",
+       "190532  2013      4   27    2124.0      164.0    2339.0      124.0      DL   \n",
+       "190537  2013      4   27    2141.0       69.0       9.0        6.0      B6   \n",
+       "190541  2013      4   27    2147.0      107.0      29.0       64.0      VX   \n",
+       "190543  2013      4   27    2219.0      204.0    2338.0      183.0      EV   \n",
+       "190674  2013      4   28     804.0       92.0     927.0      102.0      B6   \n",
+       "190707  2013      4   28     836.0       67.0    1124.0       64.0      B6   \n",
+       "190824  2013      4   28    1052.0       87.0    1337.0       62.0      AA   \n",
+       "190836  2013      4   28    1109.0       74.0    1157.0       49.0      9E   \n",
+       "190842  2013      4   28    1118.0       78.0    1446.0       72.0      DL   \n",
+       "190880  2013      4   28    1156.0       86.0    1453.0       48.0      VX   \n",
+       "190890  2013      4   28    1209.0      189.0       NaN        NaN      DL   \n",
+       "190905  2013      4   28    1243.0      133.0    1550.0      100.0      VX   \n",
+       "190942  2013      4   28    1321.0       79.0    1537.0       67.0      EV   \n",
+       "190990  2013      4   28    1420.0       73.0    1528.0       63.0      B6   \n",
+       "191035  2013      4   28    1455.0      257.0    1606.0      249.0      EV   \n",
+       "191152  2013      4   28    1643.0       73.0    2011.0       49.0      DL   \n",
+       "191159  2013      4   28    1654.0      189.0    2018.0      198.0      AA   \n",
+       "191182  2013      4   28    1709.0       69.0    2006.0       41.0      AA   \n",
+       "191211  2013      4   28    1737.0       62.0    1919.0       67.0      EV   \n",
+       "191232  2013      4   28    1757.0       87.0    2107.0       52.0      VX   \n",
+       "191237  2013      4   28    1803.0      143.0    2022.0      153.0      EV   \n",
+       "191262  2013      4   28    1825.0       85.0    2154.0       64.0      DL   \n",
+       "191263  2013      4   28    1825.0      153.0    2033.0      156.0      EV   \n",
+       "191272  2013      4   28    1831.0      166.0    2154.0      167.0      DL   \n",
+       "191283  2013      4   28    1845.0       62.0    2015.0       70.0      UA   \n",
+       "191285  2013      4   28    1849.0       80.0    2215.0       70.0      VX   \n",
+       "191294  2013      4   28    1857.0      182.0    2124.0      189.0      WN   \n",
+       "191301  2013      4   28    1902.0       94.0    2113.0       95.0      EV   \n",
+       "191313  2013      4   28    1912.0       72.0    2225.0       45.0      AA   \n",
+       "191370  2013      4   28    1958.0      123.0    2240.0      110.0      DL   \n",
+       "191413  2013      4   28    2101.0      122.0    2356.0      117.0      DL   \n",
+       "191415  2013      4   28    2101.0       71.0      20.0       40.0      B6   \n",
+       "191437  2013      4   28    2133.0       67.0    2308.0       63.0      EV   \n",
+       "191449  2013      4   28    2201.0      101.0      22.0       97.0      MQ   \n",
+       "191451  2013      4   28    2210.0      375.0    2321.0      366.0      MQ   \n",
+       "191453  2013      4   28    2232.0       93.0      27.0       83.0      EV   \n",
+       "191454  2013      4   28    2236.0      186.0    2347.0      177.0      EV   \n",
+       "191462  2013      4   28    2309.0      140.0      50.0      124.0      EV   \n",
+       "191470  2013      4   29      23.0       94.0     117.0       78.0      B6   \n",
+       "191574  2013      4   29     708.0       68.0    1010.0       55.0      UA   \n",
+       "191814  2013      4   29    1106.0       71.0    1232.0       84.0      9E   \n",
+       "191818  2013      4   29    1108.0      148.0    1352.0      122.0      UA   \n",
+       "191932  2013      4   29    1333.0       93.0    1549.0       71.0      DL   \n",
+       "191940  2013      4   29    1344.0      224.0    1605.0      213.0      EV   \n",
+       "191942  2013      4   29    1346.0      211.0    1534.0      184.0      US   \n",
+       "191963  2013      4   29    1421.0      141.0    1650.0       99.0      DL   \n",
+       "192035  2013      4   29    1529.0       99.0    1717.0      132.0      EV   \n",
+       "192059  2013      4   29    1551.0       81.0    1804.0       98.0      EV   \n",
+       "192072  2013      4   29    1558.0       88.0    1740.0       71.0      EV   \n",
+       "192074  2013      4   29    1600.0      130.0    1855.0      176.0      EV   \n",
+       "192078  2013      4   29    1603.0      138.0    1754.0      128.0      EV   \n",
+       "192119  2013      4   29    1648.0       79.0    1853.0       73.0      EV   \n",
+       "192132  2013      4   29    1655.0      104.0    1840.0       95.0      EV   \n",
+       "192152  2013      4   29    1710.0       75.0    1855.0       40.0      WN   \n",
+       "192158  2013      4   29    1715.0      166.0    2028.0      165.0      DL   \n",
+       "192162  2013      4   29    1720.0       85.0    1914.0       80.0      EV   \n",
+       "192174  2013      4   29    1732.0      137.0    1918.0      128.0      EV   \n",
+       "192178  2013      4   29    1734.0      174.0    2040.0      170.0      UA   \n",
+       "192182  2013      4   29    1737.0       65.0    1930.0       66.0      EV   \n",
+       "192183  2013      4   29    1738.0       68.0    1934.0       43.0      US   \n",
+       "192193  2013      4   29    1751.0       71.0    1936.0       51.0      EV   \n",
+       "192202  2013      4   29    1755.0       88.0    1949.0       85.0      EV   \n",
+       "192221  2013      4   29    1806.0      151.0    2023.0      123.0      UA   \n",
+       "192230  2013      4   29    1816.0       61.0    1951.0       53.0      UA   \n",
+       "192243  2013      4   29    1826.0       71.0    2109.0      102.0      EV   \n",
+       "192244  2013      4   29    1826.0       72.0    2048.0       98.0      EV   \n",
+       "192285  2013      4   29    1903.0      123.0    2131.0      118.0      DL   \n",
+       "192301  2013      4   29    1913.0       73.0    2111.0       70.0      EV   \n",
+       "192303  2013      4   29    1918.0       61.0    2131.0       46.0      DL   \n",
+       "192314  2013      4   29    1927.0      117.0    2138.0      122.0      EV   \n",
+       "192326  2013      4   29    1938.0      198.0    2218.0      182.0      B6   \n",
+       "192332  2013      4   29    1949.0      124.0    2313.0      140.0      DL   \n",
+       "192363  2013      4   29    2019.0       64.0    2137.0       53.0      9E   \n",
+       "192383  2013      4   29    2038.0      188.0    2345.0      202.0      B6   \n",
+       "192392  2013      4   29    2050.0      200.0    2252.0      176.0      F9   \n",
+       "192400  2013      4   29    2055.0      115.0    2305.0       94.0      DL   \n",
+       "192409  2013      4   29    2108.0       68.0    2333.0       49.0      EV   \n",
+       "192418  2013      4   29    2130.0       90.0    2234.0       77.0      EV   \n",
+       "192428  2013      4   29    2201.0       92.0    2340.0       70.0      EV   \n",
+       "192430  2013      4   29    2208.0      283.0      43.0      247.0      DL   \n",
+       "192431  2013      4   29    2208.0       90.0     143.0       67.0      UA   \n",
+       "192432  2013      4   29    2224.0       84.0      52.0       74.0      B6   \n",
+       "192435  2013      4   29    2237.0       62.0    2347.0       55.0      EV   \n",
+       "192443  2013      4   29    2302.0      182.0     106.0      141.0      DL   \n",
+       "192444  2013      4   29    2311.0      211.0     150.0      183.0      DL   \n",
+       "192685  2013      4   30     859.0       74.0    1019.0       76.0      EV   \n",
+       "192753  2013      4   30    1011.0      155.0    1142.0      145.0      EV   \n",
+       "192898  2013      4   30    1323.0       62.0    1549.0       60.0      EV   \n",
+       "192928  2013      4   30    1400.0       84.0    1510.0       76.0      EV   \n",
+       "192940  2013      4   30    1421.0       91.0    1655.0       80.0      WN   \n",
+       "192943  2013      4   30    1424.0       67.0    1513.0       60.0      EV   \n",
+       "192955  2013      4   30    1442.0       87.0    1547.0       74.0      EV   \n",
+       "192963  2013      4   30    1448.0       63.0    1639.0       53.0      EV   \n",
+       "192968  2013      4   30    1449.0       84.0    1718.0       52.0      UA   \n",
+       "193026  2013      4   30    1534.0      220.0    1659.0      232.0      EV   \n",
+       "193073  2013      4   30    1610.0       80.0    1801.0       69.0      DL   \n",
+       "193079  2013      4   30    1615.0       76.0    1816.0       56.0      EV   \n",
+       "193083  2013      4   30    1622.0       63.0    1853.0       33.0      UA   \n",
+       "193099  2013      4   30    1629.0       94.0    1806.0       86.0      MQ   \n",
+       "193113  2013      4   30    1645.0      125.0    1754.0      109.0      EV   \n",
+       "193138  2013      4   30    1704.0       65.0    1901.0       25.0      US   \n",
+       "193186  2013      4   30    1753.0      263.0    2213.0      238.0      UA   \n",
+       "193206  2013      4   30    1806.0       66.0    2039.0       44.0      AA   \n",
+       "193240  2013      4   30    1839.0      127.0    2016.0      125.0      EV   \n",
+       "193332  2013      4   30    2001.0       61.0    2315.0       30.0      B6   \n",
+       "193342  2013      4   30    2014.0      139.0    2301.0      101.0      AA   \n",
+       "193360  2013      4   30    2040.0       70.0    2200.0       70.0      EV   \n",
+       "193377  2013      4   30    2110.0      250.0    2348.0      203.0      AA   \n",
+       "193385  2013      4   30    2118.0       91.0    2226.0       86.0      EV   \n",
+       "193389  2013      4   30    2124.0       99.0      10.0       70.0      AA   \n",
+       "193397  2013      4   30    2205.0       61.0      32.0       35.0      UA   \n",
+       "193400  2013      4   30    2227.0       77.0    2334.0       62.0      EV   \n",
+       "193411  2013      5    1       9.0      434.0     308.0      408.0      VX   \n",
+       "193809  2013      5    1    1214.0      125.0    1446.0       98.0      UA   \n",
+       "193911  2013      5    1    1425.0      175.0    1751.0      203.0      B6   \n",
+       "193921  2013      5    1    1438.0      103.0    1712.0       90.0      B6   \n",
+       "193925  2013      5    1    1441.0       72.0    1603.0       50.0      EV   \n",
+       "193952  2013      5    1    1457.0       67.0    1638.0       31.0      US   \n",
+       "193960  2013      5    1    1504.0      174.0    1823.0      193.0      B6   \n",
+       "193967  2013      5    1    1510.0      115.0    1619.0      104.0      MQ   \n",
+       "194083  2013      5    1    1655.0       70.0    1954.0       65.0      DL   \n",
+       "194158  2013      5    1    1758.0       63.0    2029.0       19.0      AA   \n",
+       "194171  2013      5    1    1811.0      102.0    2106.0       71.0      UA   \n",
+       "194247  2013      5    1    1926.0      199.0    2051.0      173.0      EV   \n",
+       "194262  2013      5    1    1938.0      103.0    2037.0       67.0      WN   \n",
+       "194266  2013      5    1    1941.0       61.0    2247.0       75.0      DL   \n",
+       "194285  2013      5    1    1957.0       97.0    2202.0       74.0      9E   \n",
+       "194305  2013      5    1    2023.0      143.0    2313.0      118.0      DL   \n",
+       "194327  2013      5    1    2054.0       84.0    2255.0       72.0      9E   \n",
+       "194336  2013      5    1    2108.0      128.0    2244.0      133.0      EV   \n",
+       "194350  2013      5    1    2130.0      121.0    2340.0      105.0      EV   \n",
+       "194355  2013      5    1    2157.0      142.0      50.0      131.0      B6   \n",
+       "194359  2013      5    1    2212.0      102.0    2344.0       77.0      EV   \n",
+       "194362  2013      5    1    2220.0      239.0      52.0      202.0      UA   \n",
+       "194365  2013      5    1    2238.0       68.0     113.0       56.0      B6   \n",
+       "194370  2013      5    1    2312.0       84.0     138.0       38.0      UA   \n",
+       "194375  2013      5    2       3.0      298.0     241.0      257.0      B6   \n",
+       "194376  2013      5    2      22.0      247.0     256.0      228.0      B6   \n",
+       "194378  2013      5    2     318.0      348.0     541.0      319.0      B6   \n",
+       "194496  2013      5    2     726.0       86.0     911.0       75.0      EV   \n",
+       "194640  2013      5    2     930.0       95.0    1044.0       84.0      MQ   \n",
+       "194654  2013      5    2     949.0       87.0    1057.0       77.0      UA   \n",
+       "194685  2013      5    2    1013.0      133.0    1135.0       94.0      DL   \n",
+       "194838  2013      5    2    1335.0      130.0    1522.0      121.0      EV   \n",
+       "194841  2013      5    2    1343.0      118.0    1511.0      109.0      EV   \n",
+       "194864  2013      5    2    1403.0       78.0    1511.0       78.0      UA   \n",
+       "194875  2013      5    2    1410.0      107.0    1548.0      102.0      EV   \n",
+       "194954  2013      5    2    1540.0       70.0    1702.0       61.0      FL   \n",
+       "194983  2013      5    2    1556.0       61.0    1914.0       82.0      B6   \n",
+       "195049  2013      5    2    1652.0       82.0    1907.0       63.0      9E   \n",
+       "195114  2013      5    2    1746.0      196.0    1930.0      183.0      EV   \n",
+       "195134  2013      5    2    1802.0      100.0    1934.0      119.0      EV   \n",
+       "195143  2013      5    2    1811.0       71.0    2000.0       82.0      UA   \n",
+       "195149  2013      5    2    1819.0      110.0    2054.0       85.0      B6   \n",
+       "195193  2013      5    2    1900.0       85.0    2208.0       63.0      AA   \n",
+       "195195  2013      5    2    1901.0       76.0    2148.0       77.0      B6   \n",
+       "195233  2013      5    2    1944.0      135.0    2252.0      128.0      AA   \n",
+       "195235  2013      5    2    1945.0       84.0    2154.0       73.0      DL   \n",
+       "195256  2013      5    2    2002.0       92.0    2124.0       89.0      MQ   \n",
+       "195273  2013      5    2    2020.0       85.0    2233.0       47.0      B6   \n",
+       "195295  2013      5    2    2049.0      109.0    2203.0       92.0      EV   \n",
+       "195299  2013      5    2    2052.0       82.0    2241.0       62.0      9E   \n",
+       "195317  2013      5    2    2111.0       80.0      22.0       83.0      UA   \n",
+       "195318  2013      5    2    2114.0      199.0      12.0      172.0      AA   \n",
+       "195326  2013      5    2    2135.0      170.0      36.0      166.0      B6   \n",
+       "195333  2013      5    2    2152.0      137.0      33.0      114.0      B6   \n",
+       "195347  2013      5    2    2315.0       99.0      11.0       90.0      EV   \n",
+       "195348  2013      5    2    2319.0      144.0     157.0      118.0      UA   \n",
+       "195349  2013      5    2    2326.0      148.0      22.0      124.0      UA   \n",
+       "195358  2013      5    3      32.0      243.0     215.0      229.0      EV   \n",
+       "195359  2013      5    3     152.0      233.0     304.0      231.0      EV   \n",
+       "195496  2013      5    3     750.0       70.0     915.0       69.0      EV   \n",
+       "195596  2013      5    3     906.0      146.0    1125.0      156.0      EV   \n",
+       "195619  2013      5    3     933.0       63.0    1112.0       57.0      9E   \n",
+       "195653  2013      5    3    1009.0       69.0    1212.0       94.0      UA   \n",
+       "195674  2013      5    3    1046.0       91.0    1223.0       78.0      AA   \n",
+       "195700  2013      5    3    1116.0       81.0    1330.0      110.0      AA   \n",
+       "195711  2013      5    3    1133.0      878.0    1250.0      875.0      MQ   \n",
+       "195715  2013      5    3    1135.0       90.0    1320.0      109.0      EV   \n",
+       "195720  2013      5    3    1143.0      128.0    1402.0      114.0      EV   \n",
+       "195723  2013      5    3    1149.0       63.0    1300.0       55.0      EV   \n",
+       "195740  2013      5    3    1201.0       91.0    1401.0      111.0      AA   \n",
+       "195746  2013      5    3    1208.0       73.0    1317.0       49.0      UA   \n",
+       "195752  2013      5    3    1214.0      207.0    1446.0      176.0      UA   \n",
+       "195753  2013      5    3    1214.0      134.0    1343.0      126.0      UA   \n",
+       "195765  2013      5    3    1243.0      164.0    1345.0      155.0      EV   \n",
+       "195796  2013      5    3    1315.0       76.0    1532.0       65.0      EV   \n",
+       "195824  2013      5    3    1352.0      147.0    1602.0      177.0      AA   \n",
+       "195844  2013      5    3    1412.0      142.0    1552.0      167.0      MQ   \n",
+       "195846  2013      5    3    1413.0      133.0    1554.0      136.0      UA   \n",
+       "195883  2013      5    3    1458.0      153.0    1721.0      196.0      AA   \n",
+       "195904  2013      5    3    1523.0      123.0    1735.0      135.0      EV   \n",
+       "195937  2013      5    3    1552.0      176.0    1736.0      182.0      UA   \n",
+       "195951  2013      5    3    1600.0       65.0    1902.0       61.0      B6   \n",
+       "195956  2013      5    3    1604.0      184.0    1726.0      175.0      UA   \n",
+       "195958  2013      5    3    1606.0      397.0    1817.0      369.0      UA   \n",
+       "195959  2013      5    3    1607.0       87.0    1804.0       79.0      DL   \n",
+       "195970  2013      5    3    1618.0      183.0    1732.0      177.0      MQ   \n",
+       "195973  2013      5    3    1622.0      122.0    1736.0      105.0      UA   \n",
+       "195975  2013      5    3    1625.0       64.0    1743.0       38.0      EV   \n",
+       "195987  2013      5    3    1634.0       94.0    1737.0       78.0      US   \n",
+       "195989  2013      5    3    1636.0       66.0    1832.0       60.0      US   \n",
+       "196004  2013      5    3    1651.0       81.0    1845.0       41.0      9E   \n",
+       "196018  2013      5    3    1658.0      213.0    1830.0      210.0      AA   \n",
+       "196024  2013      5    3    1701.0      121.0    1846.0      121.0      AA   \n",
+       "196030  2013      5    3    1705.0      125.0    1829.0      111.0      UA   \n",
+       "196045  2013      5    3    1721.0       78.0    1829.0       59.0      YV   \n",
+       "196050  2013      5    3    1724.0       89.0    1915.0      108.0      UA   \n",
+       "196075  2013      5    3    1744.0       64.0    1922.0       37.0      MQ   \n",
+       "196076  2013      5    3    1745.0       98.0    1912.0       74.0      EV   \n",
+       "196080  2013      5    3    1748.0      108.0    1947.0       74.0      9E   \n",
+       "196083  2013      5    3    1751.0       96.0    2018.0       98.0      MQ   \n",
+       "196085  2013      5    3    1754.0       79.0    1906.0       72.0      EV   \n",
+       "196097  2013      5    3    1807.0       61.0    2019.0       72.0      EV   \n",
+       "196100  2013      5    3    1810.0      110.0    2020.0       84.0      US   \n",
+       "196105  2013      5    3    1815.0       76.0    1949.0       67.0      UA   \n",
+       "196146  2013      5    3    1858.0      265.0    2057.0      268.0      EV   \n",
+       "196160  2013      5    3    1908.0       63.0    2030.0       54.0      EV   \n",
+       "196164  2013      5    3    1911.0      122.0    2224.0      105.0      UA   \n",
+       "196171  2013      5    3    1922.0      142.0    2037.0      119.0      UA   \n",
+       "196172  2013      5    3    1923.0      193.0    2111.0      191.0      AA   \n",
+       "196173  2013      5    3    1923.0      208.0    2206.0      291.0      MQ   \n",
+       "196174  2013      5    3    1925.0       70.0    2115.0       36.0      9E   \n",
+       "196185  2013      5    3    1930.0       70.0    2123.0       79.0      UA   \n",
+       "196192  2013      5    3    1935.0       94.0    2134.0      115.0      UA   \n",
+       "196200  2013      5    3    1943.0       63.0    2135.0       45.0      EV   \n",
+       "196201  2013      5    3    1943.0      163.0    2122.0      172.0      MQ   \n",
+       "196222  2013      5    3    2001.0      100.0    2226.0       50.0      UA   \n",
+       "196227  2013      5    3    2008.0       99.0    2201.0       86.0      DL   \n",
+       "196239  2013      5    3    2025.0      270.0    2156.0      247.0      B6   \n",
+       "196240  2013      5    3    2025.0       85.0    2139.0       84.0      US   \n",
+       "196245  2013      5    3    2029.0       64.0    2209.0       40.0      9E   \n",
+       "196254  2013      5    3    2041.0      211.0    2231.0      196.0      AA   \n",
+       "196266  2013      5    3    2058.0      303.0    2203.0      291.0      UA   \n",
+       "196269  2013      5    3    2100.0      115.0    2353.0       89.0      B6   \n",
+       "196272  2013      5    3    2103.0      183.0    2219.0      149.0      AA   \n",
+       "196291  2013      5    3    2131.0      151.0       NaN        NaN      UA   \n",
+       "196296  2013      5    3    2207.0      147.0      51.0      119.0      DL   \n",
+       "196297  2013      5    3    2220.0      125.0       8.0      108.0      EV   \n",
+       "196299  2013      5    3    2225.0       95.0    2330.0       61.0      EV   \n",
+       "196300  2013      5    3    2230.0       63.0      17.0       40.0      EV   \n",
+       "196301  2013      5    3    2236.0      217.0      21.0      167.0      9E   \n",
+       "196303  2013      5    3    2239.0       75.0    2357.0       52.0      EV   \n",
+       "196307  2013      5    3    2248.0      183.0    2358.0      153.0      AA   \n",
+       "196308  2013      5    3    2251.0      116.0      19.0      109.0      AA   \n",
+       "196309  2013      5    3    2252.0      224.0    2353.0      180.0      UA   \n",
+       "196311  2013      5    3    2303.0      238.0      55.0      203.0      9E   \n",
+       "196312  2013      5    3    2314.0       98.0       5.0       84.0      EV   \n",
+       "196314  2013      5    3    2324.0      174.0      44.0      147.0      B6   \n",
+       "196315  2013      5    3    2324.0      204.0      29.0      171.0      UA   \n",
+       "196316  2013      5    3    2334.0       69.0      29.0       52.0      EV   \n",
+       "196317  2013      5    3    2338.0       99.0      35.0       69.0      UA   \n",
+       "196318  2013      5    3    2350.0      122.0     151.0      112.0      EV   \n",
+       "196717  2013      5    4    1348.0      168.0    1452.0      162.0      MQ   \n",
+       "196740  2013      5    4    1421.0      131.0    1558.0       93.0      UA   \n",
+       "196861  2013      5    4    1645.0      105.0    1803.0       83.0      MQ   \n",
+       "196869  2013      5    4    1653.0      158.0    1756.0      141.0      EV   \n",
+       "196882  2013      5    4    1714.0       74.0    2018.0       58.0      DL   \n",
+       "196889  2013      5    4    1720.0      145.0    1855.0      135.0      MQ   \n",
+       "196901  2013      5    4    1730.0       95.0    1929.0       75.0      DL   \n",
+       "196903  2013      5    4    1732.0       82.0    1845.0       38.0      9E   \n",
+       "196907  2013      5    4    1734.0      109.0    2038.0       99.0      DL   \n",
+       "196914  2013      5    4    1745.0      125.0    1905.0       92.0      9E   \n",
+       "196918  2013      5    4    1749.0       74.0    2039.0       45.0      B6   \n",
+       "196923  2013      5    4    1754.0       85.0    2018.0       39.0      AA   \n",
+       "196927  2013      5    4    1800.0      125.0    1911.0      104.0      B6   \n",
+       "196933  2013      5    4    1809.0      144.0    1944.0      119.0      MQ   \n",
+       "196936  2013      5    4    1818.0       78.0    1941.0       69.0      B6   \n",
+       "196937  2013      5    4    1819.0      129.0    1919.0       89.0      9E   \n",
+       "196938  2013      5    4    1821.0      196.0    1938.0      188.0      MQ   \n",
+       "196945  2013      5    4    1828.0      103.0    1931.0       78.0      B6   \n",
+       "196947  2013      5    4    1830.0       90.0    2017.0       66.0      B6   \n",
+       "196949  2013      5    4    1830.0       90.0    1934.0       67.0      B6   \n",
+       "196958  2013      5    4    1848.0       62.0    2115.0        9.0      UA   \n",
+       "196962  2013      5    4    1853.0       77.0    2031.0       67.0      B6   \n",
+       "196967  2013      5    4    1857.0      117.0    2107.0       72.0      AA   \n",
+       "196969  2013      5    4    1859.0      119.0    2010.0      100.0      MQ   \n",
+       "196970  2013      5    4    1901.0       61.0    2140.0       25.0      DL   \n",
+       "196976  2013      5    4    1912.0      182.0    2039.0      151.0      9E   \n",
+       "196977  2013      5    4    1912.0      132.0    2031.0      121.0      MQ   \n",
+       "196979  2013      5    4    1914.0      194.0    2012.0      146.0      9E   \n",
+       "196984  2013      5    4    1915.0      190.0    2108.0      168.0      MQ   \n",
+       "196986  2013      5    4    1919.0       64.0    2134.0       11.0      UA   \n",
+       "196995  2013      5    4    1933.0       63.0    2231.0       41.0      DL   \n",
+       "197004  2013      5    4    1940.0       70.0    2214.0       14.0      AA   \n",
+       "197008  2013      5    4    1950.0       65.0    2233.0       41.0      DL   \n",
+       "197016  2013      5    4    2008.0      110.0    2301.0      101.0      B6   \n",
+       "197018  2013      5    4    2013.0       83.0    2153.0       67.0      9E   \n",
+       "197021  2013      5    4    2015.0       70.0    2232.0       49.0      DL   \n",
+       "197022  2013      5    4    2016.0       71.0    2311.0       47.0      B6   \n",
+       "197028  2013      5    4    2021.0       82.0    2222.0       48.0      9E   \n",
+       "197030  2013      5    4    2023.0       74.0    2322.0       47.0      B6   \n",
+       "197034  2013      5    4    2032.0      122.0    2211.0      117.0      9E   \n",
+       "197038  2013      5    4    2038.0      218.0    2217.0      222.0      MQ   \n",
+       "197042  2013      5    4    2057.0       87.0    2239.0       57.0      9E   \n",
+       "197045  2013      5    4    2108.0       88.0    2220.0       80.0      EV   \n",
+       "197048  2013      5    4    2112.0      102.0    2248.0       72.0      9E   \n",
+       "197050  2013      5    4    2118.0       77.0       5.0       45.0      VX   \n",
+       "197052  2013      5    4    2124.0      125.0    2359.0       99.0      B6   \n",
+       "197055  2013      5    4    2127.0      122.0    2237.0       71.0      9E   \n",
+       "197056  2013      5    4    2129.0      139.0    2225.0      102.0      9E   \n",
+       "197058  2013      5    4    2140.0       85.0    2247.0       68.0      B6   \n",
+       "197060  2013      5    4    2201.0      126.0    2304.0      114.0      AA   \n",
+       "197061  2013      5    4    2207.0       82.0    2312.0       41.0      9E   \n",
+       "197062  2013      5    4    2210.0      135.0      25.0       92.0      9E   \n",
+       "197063  2013      5    4    2210.0      100.0    2319.0       62.0      B6   \n",
+       "197064  2013      5    4    2213.0      153.0    2347.0      137.0      MQ   \n",
+       "197066  2013      5    4    2252.0      192.0      20.0      170.0      MQ   \n",
+       "197318  2013      5    5    1004.0      204.0    1055.0      190.0      B6   \n",
+       "197370  2013      5    5    1124.0      144.0    1232.0      119.0      UA   \n",
+       "197377  2013      5    5    1138.0       68.0    1433.0       58.0      UA   \n",
+       "197383  2013      5    5    1147.0      177.0    1245.0      151.0      9E   \n",
+       "197429  2013      5    5    1248.0      149.0    1342.0      134.0      B6   \n",
+       "197449  2013      5    5    1300.0      150.0    1542.0      102.0      VX   \n",
+       "197455  2013      5    5    1306.0      141.0    1623.0      123.0      VX   \n",
+       "197457  2013      5    5    1307.0       66.0    1528.0       59.0      EV   \n",
+       "197466  2013      5    5    1321.0       81.0    1425.0       71.0      9E   \n",
+       "197503  2013      5    5    1402.0       61.0    1500.0       48.0      B6   \n",
+       "197573  2013      5    5    1507.0       62.0    1601.0       43.0      EV   \n",
+       "197582  2013      5    5    1519.0      159.0    1647.0      135.0      DL   \n",
+       "197647  2013      5    5    1616.0       91.0    1744.0       92.0      9E   \n",
+       "197664  2013      5    5    1632.0       62.0    2024.0       79.0      AA   \n",
+       "197709  2013      5    5    1714.0      149.0    2028.0      146.0      DL   \n",
+       "197730  2013      5    5    1731.0      131.0    1837.0      118.0      EV   \n",
+       "197787  2013      5    5    1825.0      115.0    2136.0       86.0      VX   \n",
+       "197805  2013      5    5    1842.0       70.0    2209.0       55.0      B6   \n",
+       "197817  2013      5    5    1853.0       84.0    2225.0       75.0      VX   \n",
+       "197848  2013      5    5    1925.0       80.0    2145.0       18.0      UA   \n",
+       "197868  2013      5    5    1938.0      169.0    2127.0      137.0      UA   \n",
+       "197903  2013      5    5    2020.0       82.0    2221.0       41.0      UA   \n",
+       "197914  2013      5    5    2029.0      114.0    2222.0       93.0      9E   \n",
+       "197916  2013      5    5    2032.0       93.0    2245.0       71.0      9E   \n",
+       "197920  2013      5    5    2037.0      107.0    2350.0       85.0      VX   \n",
+       "197942  2013      5    5    2058.0      168.0    2347.0      153.0      DL   \n",
+       "197948  2013      5    5    2107.0       92.0    2259.0       60.0      EV   \n",
+       "197949  2013      5    5    2109.0       69.0    2308.0       66.0      EV   \n",
+       "197977  2013      5    5    2221.0      150.0     103.0      124.0      UA   \n",
+       "197980  2013      5    5    2243.0      192.0      51.0      159.0      EV   \n",
+       "197986  2013      5    5    2258.0       99.0       4.0       86.0      EV   \n",
+       "197987  2013      5    5    2310.0       71.0     158.0       57.0      UA   \n",
+       "197988  2013      5    5    2348.0       63.0      48.0       46.0      B6   \n",
+       "198204  2013      5    6     848.0       91.0    1042.0       90.0      EV   \n",
+       "198281  2013      5    6    1004.0       89.0    1247.0       72.0      AA   \n",
+       "198289  2013      5    6    1010.0       61.0    1119.0       57.0      B6   \n",
+       "198290  2013      5    6    1010.0      108.0    1108.0       88.0      UA   \n",
+       "198300  2013      5    6    1022.0      137.0    1344.0      162.0      DL   \n",
+       "198310  2013      5    6    1029.0      209.0    1339.0      209.0      AA   \n",
+       "198316  2013      5    6    1036.0      186.0    1302.0      117.0      VX   \n",
+       "198319  2013      5    6    1044.0      145.0    1426.0      136.0      B6   \n",
+       "198332  2013      5    6    1100.0       70.0    1302.0       27.0      VX   \n",
+       "198351  2013      5    6    1128.0      123.0    1417.0       97.0      VX   \n",
+       "198386  2013      5    6    1207.0       66.0    1426.0       52.0      B6   \n",
+       "198392  2013      5    6    1215.0       85.0    1324.0       75.0      B6   \n",
+       "198459  2013      5    6    1342.0       74.0    1458.0       71.0      B6   \n",
+       "198462  2013      5    6    1349.0       64.0    1503.0       69.0      B6   \n",
+       "198464  2013      5    6    1352.0       62.0    1539.0       38.0      UA   \n",
+       "198501  2013      5    6    1433.0      182.0    1721.0      177.0      UA   \n",
+       "198508  2013      5    6    1440.0      115.0    1556.0      123.0      UA   \n",
+       "198536  2013      5    6    1502.0       64.0    1807.0       52.0      DL   \n",
+       "198546  2013      5    6    1518.0      109.0    1634.0      109.0      EV   \n",
+       "198561  2013      5    6    1531.0       61.0    1640.0       45.0      EV   \n",
+       "198581  2013      5    6    1547.0       72.0    1814.0       64.0      B6   \n",
+       "198605  2013      5    6    1600.0      105.0    1704.0       99.0      EV   \n",
+       "198610  2013      5    6    1602.0       63.0    1820.0       53.0      EV   \n",
+       "198629  2013      5    6    1621.0       96.0    1803.0       78.0      US   \n",
+       "198632  2013      5    6    1623.0       88.0    1928.0       87.0      B6   \n",
+       "198683  2013      5    6    1716.0       86.0    2006.0       59.0      DL   \n",
+       "198718  2013      5    6    1740.0      155.0    1852.0      142.0      MQ   \n",
+       "198721  2013      5    6    1747.0       85.0    1905.0       90.0      EV   \n",
+       "198725  2013      5    6    1750.0       81.0    1925.0       65.0      EV   \n",
+       "198746  2013      5    6    1814.0       75.0    2006.0       60.0      9E   \n",
+       "198756  2013      5    6    1822.0       73.0    2024.0       79.0      EV   \n",
+       "198770  2013      5    6    1829.0       62.0    1940.0       56.0      UA   \n",
+       "198782  2013      5    6    1838.0      129.0    2131.0      124.0      B6   \n",
+       "198797  2013      5    6    1854.0      114.0    2252.0      110.0      B6   \n",
+       "198820  2013      5    6    1915.0       80.0    2100.0       90.0      MQ   \n",
+       "198829  2013      5    6    1924.0       97.0    2035.0       95.0      EV   \n",
+       "198849  2013      5    6    1940.0       82.0    2247.0       87.0      B6   \n",
+       "198875  2013      5    6    2010.0       65.0    2321.0       57.0      B6   \n",
+       "198894  2013      5    6    2034.0      154.0    2314.0       94.0      AA   \n",
+       "198917  2013      5    6    2058.0       88.0    2238.0       55.0      9E   \n",
+       "198918  2013      5    6    2058.0      238.0    2214.0      224.0      MQ   \n",
+       "198923  2013      5    6    2107.0      117.0    2344.0       64.0      AA   \n",
+       "198937  2013      5    6    2130.0       87.0    2331.0       77.0      EV   \n",
+       "198938  2013      5    6    2132.0       67.0    2343.0       18.0      DL   \n",
+       "198956  2013      5    6    2215.0      155.0     111.0      139.0      DL   \n",
+       "198958  2013      5    6    2227.0       63.0    2312.0       38.0      EV   \n",
+       "198959  2013      5    6    2233.0      334.0     139.0      334.0      UA   \n",
+       "198966  2013      5    6    2302.0       74.0     106.0       67.0      EV   \n",
+       "199215  2013      5    7     902.0       83.0     942.0       61.0      EV   \n",
+       "199291  2013      5    7    1032.0       67.0    1306.0       31.0      AA   \n",
+       "199325  2013      5    7    1123.0       68.0    1303.0       51.0      US   \n",
+       "199392  2013      5    7    1250.0       71.0    1415.0       59.0      EV   \n",
+       "199427  2013      5    7    1327.0       64.0    1457.0       51.0      EV   \n",
+       "199469  2013      5    7    1418.0       68.0    1518.0       55.0      EV   \n",
+       "199535  2013      5    7    1520.0       96.0    1757.0       96.0      B6   \n",
+       "199573  2013      5    7    1551.0       81.0    1731.0       64.0      EV   \n",
+       "199619  2013      5    7    1634.0       69.0    1813.0       58.0      MQ   \n",
+       "199651  2013      5    7    1659.0       64.0    1754.0       42.0      UA   \n",
+       "199664  2013      5    7    1713.0      153.0    1855.0      145.0      MQ   \n",
+       "199666  2013      5    7    1715.0      316.0    1931.0      304.0      EV   \n",
+       "199720  2013      5    7    1800.0      200.0    1942.0      177.0      DL   \n",
+       "199794  2013      5    7    1909.0      160.0    2033.0      139.0      MQ   \n",
+       "199830  2013      5    7    1947.0       72.0    2150.0       61.0      9E   \n",
+       "199836  2013      5    7    1950.0      110.0       NaN        NaN      MQ   \n",
+       "199840  2013      5    7    1954.0      119.0    2210.0       55.0      DL   \n",
+       "199871  2013      5    7    2038.0      238.0    2222.0      217.0      MQ   \n",
+       "199873  2013      5    7    2040.0       71.0    2241.0       12.0      AA   \n",
+       "199880  2013      5    7    2051.0      176.0    2207.0      157.0      MQ   \n",
+       "199899  2013      5    7    2117.0      108.0    2242.0       93.0      MQ   \n",
+       "199908  2013      5    7    2147.0       77.0    2235.0       45.0      WN   \n",
+       "199914  2013      5    7    2219.0       79.0      45.0       15.0      DL   \n",
+       "199922  2013      5    7    2251.0      202.0      48.0      173.0      EV   \n",
+       "199928  2013      5    8       2.0      155.0     156.0      139.0      EV   \n",
+       "199929  2013      5    8       5.0       80.0     118.0       77.0      B6   \n",
+       "199931  2013      5    8      12.0       87.0     111.0       70.0      B6   \n",
+       "199932  2013      5    8      12.0      227.0     241.0      188.0      UA   \n",
+       "199933  2013      5    8      16.0      137.0      53.0      109.0      EV   \n",
+       "199934  2013      5    8      20.0       85.0     111.0       67.0      B6   \n",
+       "199935  2013      5    8      28.0      208.0     249.0      191.0      B6   \n",
+       "199936  2013      5    8      34.0      169.0     305.0      120.0      AA   \n",
+       "199937  2013      5    8      44.0      109.0     157.0       98.0      B6   \n",
+       "199938  2013      5    8      54.0      175.0     211.0      147.0      B6   \n",
+       "199939  2013      5    8     105.0      140.0     204.0      127.0      B6   \n",
+       "199940  2013      5    8     109.0      239.0     208.0      203.0      B6   \n",
+       "200159  2013      5    8     906.0       65.0    1009.0       52.0      EV   \n",
+       "200161  2013      5    8     909.0      143.0    1211.0      139.0      UA   \n",
+       "200170  2013      5    8     918.0       63.0    1045.0       64.0      EV   \n",
+       "200189  2013      5    8     932.0       72.0    1107.0       87.0      MQ   \n",
+       "200199  2013      5    8     946.0       86.0    1210.0      130.0      MQ   \n",
+       "200201  2013      5    8     948.0       69.0    1235.0       53.0      UA   \n",
+       "200224  2013      5    8    1015.0       75.0    1228.0       69.0      DL   \n",
+       "200259  2013      5    8    1102.0       62.0    1321.0       50.0      DL   \n",
+       "200265  2013      5    8    1122.0      162.0    1253.0      161.0      9E   \n",
+       "200266  2013      5    8    1123.0      163.0    1300.0      142.0      EV   \n",
+       "200270  2013      5    8    1128.0       93.0    1422.0       72.0      AA   \n",
+       "200308  2013      5    8    1227.0       77.0    1346.0       71.0      WN   \n",
+       "200310  2013      5    8    1235.0       75.0    1335.0       70.0      EV   \n",
+       "200313  2013      5    8    1239.0       84.0    1434.0       53.0      UA   \n",
+       "200324  2013      5    8    1302.0       62.0    1451.0       66.0      MQ   \n",
+       "200328  2013      5    8    1311.0       95.0    1414.0      100.0      EV   \n",
+       "200330  2013      5    8    1313.0      318.0    1409.0      289.0      MQ   \n",
+       "200335  2013      5    8    1318.0      178.0    1502.0      166.0      9E   \n",
+       "200337  2013      5    8    1323.0      268.0    1457.0      237.0      DL   \n",
+       "200347  2013      5    8    1337.0       77.0    1529.0       75.0      EV   \n",
+       "200351  2013      5    8    1340.0      161.0    1607.0      158.0      DL   \n",
+       "200353  2013      5    8    1344.0       76.0    1544.0      117.0      B6   \n",
+       "200356  2013      5    8    1346.0       61.0    1552.0      118.0      B6   \n",
+       "200358  2013      5    8    1347.0      137.0    1539.0      109.0      EV   \n",
+       "200367  2013      5    8    1403.0      192.0    1655.0      170.0      DL   \n",
+       "200372  2013      5    8    1409.0       84.0    1605.0       70.0      EV   \n",
+       "200377  2013      5    8    1416.0      204.0    1727.0      201.0      B6   \n",
+       "200378  2013      5    8    1417.0       72.0    1556.0       61.0      MQ   \n",
+       "200379  2013      5    8    1417.0       77.0    1642.0       46.0      UA   \n",
+       "200385  2013      5    8    1430.0      210.0    1630.0      203.0      DL   \n",
+       "200393  2013      5    8    1438.0      203.0    1724.0      194.0      AA   \n",
+       "200394  2013      5    8    1440.0      160.0    1741.0      151.0      AA   \n",
+       "200397  2013      5    8    1442.0      162.0    1707.0      153.0      DL   \n",
+       "200402  2013      5    8    1448.0      198.0    1626.0      176.0      US   \n",
+       "200403  2013      5    8    1449.0      198.0    1757.0      192.0      DL   \n",
+       "200405  2013      5    8    1450.0      200.0    1743.0      192.0      DL   \n",
+       "200406  2013      5    8    1450.0       65.0    1633.0       63.0      MQ   \n",
+       "200407  2013      5    8    1451.0      146.0    1613.0      125.0      EV   \n",
+       "200418  2013      5    8    1504.0      244.0    1637.0      214.0      EV   \n",
+       "200425  2013      5    8    1510.0      135.0    1832.0      170.0      B6   \n",
+       "200426  2013      5    8    1511.0       76.0    1708.0       69.0      EV   \n",
+       "200432  2013      5    8    1522.0      262.0    1907.0        NaN      US   \n",
+       "200440  2013      5    8    1529.0       74.0    1704.0       54.0      MQ   \n",
+       "200441  2013      5    8    1530.0      121.0    1636.0      111.0      EV   \n",
+       "200446  2013      5    8    1541.0       66.0    1846.0       71.0      UA   \n",
+       "200447  2013      5    8    1543.0       83.0    1659.0       69.0      UA   \n",
+       "200451  2013      5    8    1547.0      138.0    1714.0      121.0      EV   \n",
+       "200452  2013      5    8    1548.0      123.0    1643.0       98.0      WN   \n",
+       "200453  2013      5    8    1549.0      154.0    1749.0      168.0      US   \n",
+       "200458  2013      5    8    1556.0      121.0    1806.0      122.0      EV   \n",
+       "200464  2013      5    8    1601.0       71.0    1859.0       73.0      B6   \n",
+       "200470  2013      5    8    1605.0      195.0    1749.0      175.0      DL   \n",
+       "200471  2013      5    8    1606.0      128.0    1858.0      103.0      DL   \n",
+       "200474  2013      5    8    1607.0       77.0    1922.0       97.0      AA   \n",
+       "200479  2013      5    8    1609.0      130.0    1812.0      102.0      DL   \n",
+       "200480  2013      5    8    1609.0      189.0    1833.0      263.0      US   \n",
+       "200481  2013      5    8    1610.0       90.0    1741.0       56.0      DL   \n",
+       "200485  2013      5    8    1614.0      179.0    1908.0      172.0      B6   \n",
+       "200491  2013      5    8    1617.0       92.0    1803.0       72.0      DL   \n",
+       "200493  2013      5    8    1619.0      184.0    1806.0      148.0      FL   \n",
+       "200497  2013      5    8    1620.0      200.0    1918.0      208.0      DL   \n",
+       "200499  2013      5    8    1623.0      103.0    1911.0       89.0      DL   \n",
+       "200503  2013      5    8    1626.0       62.0    1729.0       46.0      EV   \n",
+       "200505  2013      5    8    1628.0      170.0    1758.0      179.0      B6   \n",
+       "200506  2013      5    8    1629.0      137.0    1845.0      130.0      FL   \n",
+       "200510  2013      5    8    1636.0       89.0    1908.0       93.0      EV   \n",
+       "200511  2013      5    8    1636.0      391.0    1809.0      398.0      EV   \n",
+       "200513  2013      5    8    1638.0      159.0    1746.0      146.0      EV   \n",
+       "200518  2013      5    8    1644.0      134.0    1832.0      112.0      EV   \n",
+       "200520  2013      5    8    1645.0       96.0    1844.0      100.0      EV   \n",
+       "200521  2013      5    8    1645.0      115.0    1937.0      118.0      UA   \n",
+       "200523  2013      5    8    1646.0       91.0    1925.0       79.0      DL   \n",
+       "200527  2013      5    8    1653.0       73.0    1923.0       36.0      UA   \n",
+       "200529  2013      5    8    1654.0       69.0    1843.0       31.0      DL   \n",
+       "200536  2013      5    8    1700.0      134.0    1839.0      136.0      EV   \n",
+       "200537  2013      5    8    1700.0       65.0    1818.0       63.0      MQ   \n",
+       "200539  2013      5    8    1700.0      102.0    1859.0       81.0      UA   \n",
+       "200541  2013      5    8    1703.0       63.0    2018.0       54.0      DL   \n",
+       "200542  2013      5    8    1704.0       95.0    1906.0       86.0      EV   \n",
+       "200550  2013      5    8    1721.0       96.0    1903.0       78.0      MQ   \n",
+       "200552  2013      5    8    1723.0      144.0    1919.0      137.0      EV   \n",
+       "200554  2013      5    8    1725.0      115.0    2013.0       96.0      9E   \n",
+       "200558  2013      5    8    1726.0      116.0    1824.0      109.0      EV   \n",
+       "200565  2013      5    8    1732.0       85.0    1843.0       45.0      EV   \n",
+       "200567  2013      5    8    1733.0       64.0    1958.0       19.0      AA   \n",
+       "200569  2013      5    8    1735.0      105.0    1853.0       63.0      UA   \n",
+       "200575  2013      5    8    1744.0      104.0    1913.0      113.0      US   \n",
+       "200576  2013      5    8    1745.0       95.0    1937.0       72.0      EV   \n",
+       "200580  2013      5    8    1749.0      178.0    1858.0      173.0      EV   \n",
+       "200581  2013      5    8    1752.0      217.0    1941.0      246.0      EV   \n",
+       "200586  2013      5    8    1759.0      184.0    1954.0      194.0      MQ   \n",
+       "200588  2013      5    8    1801.0      121.0    1939.0       66.0      9E   \n",
+       "200591  2013      5    8    1805.0       66.0    2059.0       54.0      UA   \n",
+       "200594  2013      5    8    1813.0      161.0    2030.0      174.0      EV   \n",
+       "200600  2013      5    8    1818.0      199.0    1953.0      198.0      9E   \n",
+       "200605  2013      5    8    1821.0       66.0    2155.0       74.0      DL   \n",
+       "200606  2013      5    8    1822.0      172.0    2116.0      165.0      DL   \n",
+       "200607  2013      5    8    1822.0       62.0    2050.0       31.0      UA   \n",
+       "200609  2013      5    8    1826.0      136.0    2000.0      113.0      9E   \n",
+       "200613  2013      5    8    1827.0      118.0    1950.0       96.0      MQ   \n",
+       "200615  2013      5    8    1828.0       73.0    2009.0       69.0      AA   \n",
+       "200616  2013      5    8    1829.0      320.0       NaN        NaN      EV   \n",
+       "200623  2013      5    8    1833.0       83.0    2108.0       94.0      DL   \n",
+       "200624  2013      5    8    1834.0      104.0    2159.0      160.0      9E   \n",
+       "200627  2013      5    8    1835.0       65.0    2106.0       86.0      EV   \n",
+       "200630  2013      5    8    1837.0       97.0    2216.0      141.0      AA   \n",
+       "200634  2013      5    8    1841.0      171.0    2151.0      164.0      DL   \n",
+       "200636  2013      5    8    1844.0      156.0    2046.0      151.0      9E   \n",
+       "200638  2013      5    8    1844.0       89.0    2159.0      107.0      DL   \n",
+       "200639  2013      5    8    1845.0      105.0    2017.0      105.0      B6   \n",
+       "200640  2013      5    8    1845.0      120.0    2014.0      121.0      B6   \n",
+       "200641  2013      5    8    1847.0      132.0    2046.0      152.0      EV   \n",
+       "200642  2013      5    8    1849.0       85.0    2111.0      102.0      EV   \n",
+       "200644  2013      5    8    1851.0      105.0    2116.0      129.0      EV   \n",
+       "200650  2013      5    8    1859.0       84.0    2011.0       69.0      DL   \n",
+       "200651  2013      5    8    1901.0       61.0    2145.0       30.0      DL   \n",
+       "200654  2013      5    8    1904.0       64.0    2355.0        NaN      MQ   \n",
+       "200655  2013      5    8    1904.0      123.0    2204.0      127.0      UA   \n",
+       "200656  2013      5    8    1907.0      158.0    2201.0      154.0      B6   \n",
+       "200658  2013      5    8    1908.0       83.0    2148.0       77.0      B6   \n",
+       "200659  2013      5    8    1908.0      168.0    2212.0      196.0      US   \n",
+       "200664  2013      5    8    1916.0      136.0    2140.0      193.0      B6   \n",
+       "200667  2013      5    8    1922.0      112.0    2136.0      138.0      B6   \n",
+       "200670  2013      5    8    1924.0      159.0    2120.0      149.0      DL   \n",
+       "200678  2013      5    8    1935.0       80.0    2220.0       97.0      DL   \n",
+       "200679  2013      5    8    1937.0      148.0    2233.0      208.0      EV   \n",
+       "200682  2013      5    8    1941.0      131.0    2245.0      221.0      B6   \n",
+       "200684  2013      5    8    1943.0      233.0    2224.0      316.0      EV   \n",
+       "200685  2013      5    8    1943.0      158.0    2151.0      188.0      UA   \n",
+       "200687  2013      5    8    1944.0      105.0    2220.0       91.0      B6   \n",
+       "200689  2013      5    8    1945.0       84.0    2246.0      125.0      DL   \n",
+       "200692  2013      5    8    1951.0       91.0    2313.0      100.0      AS   \n",
+       "200693  2013      5    8    1951.0      232.0       NaN        NaN      B6   \n",
+       "200695  2013      5    8    1953.0      108.0    2147.0      131.0      EV   \n",
+       "200696  2013      5    8    1953.0      163.0    2309.0      234.0      AA   \n",
+       "200702  2013      5    8    2007.0       62.0    2321.0       57.0      B6   \n",
+       "200703  2013      5    8    2011.0       71.0    2205.0       88.0      UA   \n",
+       "200704  2013      5    8    2012.0      198.0    2310.0      222.0      EV   \n",
+       "200706  2013      5    8    2014.0       94.0    2255.0      125.0      EV   \n",
+       "200707  2013      5    8    2017.0       92.0    2330.0       94.0      DL   \n",
+       "200708  2013      5    8    2017.0       72.0    2254.0       70.0      DL   \n",
+       "200711  2013      5    8    2022.0       92.0      13.0      108.0      VX   \n",
+       "200713  2013      5    8    2033.0       93.0    2210.0       99.0      EV   \n",
+       "200715  2013      5    8    2040.0       75.0    2248.0      103.0      WN   \n",
+       "200716  2013      5    8    2041.0      222.0    2330.0      264.0      9E   \n",
+       "200717  2013      5    8    2042.0      177.0    2335.0      165.0      AA   \n",
+       "200719  2013      5    8    2042.0      193.0      25.0      195.0      VX   \n",
+       "200720  2013      5    8    2042.0       73.0    2158.0       59.0      UA   \n",
+       "200721  2013      5    8    2043.0       74.0     118.0        NaN      UA   \n",
+       "200725  2013      5    8    2047.0       99.0    2249.0      116.0      UA   \n",
+       "200729  2013      5    8    2051.0      231.0    2302.0      231.0      B6   \n",
+       "200730  2013      5    8    2053.0       88.0    2358.0       88.0      AA   \n",
+       "200732  2013      5    8    2055.0      105.0    2253.0       96.0      EV   \n",
+       "200733  2013      5    8    2057.0       87.0    2340.0      117.0      9E   \n",
+       "200734  2013      5    8    2058.0      158.0    2243.0      162.0      9E   \n",
+       "200735  2013      5    8    2059.0      143.0    2317.0      182.0      B6   \n",
+       "200739  2013      5    8    2105.0      205.0    2257.0      229.0      B6   \n",
+       "200741  2013      5    8    2108.0       98.0    2326.0      116.0      EV   \n",
+       "200742  2013      5    8    2108.0       68.0    2238.0       60.0      UA   \n",
+       "200745  2013      5    8    2113.0      128.0      43.0      154.0      B6   \n",
+       "200748  2013      5    8    2115.0      195.0    2300.0      205.0      WN   \n",
+       "200749  2013      5    8    2116.0      106.0    2237.0       80.0      DL   \n",
+       "200752  2013      5    8    2118.0       77.0      42.0       94.0      B6   \n",
+       "200753  2013      5    8    2119.0       84.0      10.0       77.0      9E   \n",
+       "200754  2013      5    8    2120.0       65.0    2306.0       87.0      B6   \n",
+       "200755  2013      5    8    2123.0       63.0    2333.0       48.0      MQ   \n",
+       "200756  2013      5    8    2123.0      147.0      18.0      148.0      UA   \n",
+       "200757  2013      5    8    2125.0       72.0      23.0       79.0      UA   \n",
+       "200759  2013      5    8    2126.0      251.0      38.0      278.0      WN   \n",
+       "200763  2013      5    8    2133.0      104.0      59.0       95.0      UA   \n",
+       "200764  2013      5    8    2136.0      146.0    2330.0      165.0      9E   \n",
+       "200765  2013      5    8    2136.0      161.0      44.0      144.0      VX   \n",
+       "200766  2013      5    8    2138.0      218.0    2309.0      234.0      US   \n",
+       "200767  2013      5    8    2138.0       98.0    2259.0      100.0      US   \n",
+       "200768  2013      5    8    2139.0      124.0      45.0      126.0      B6   \n",
+       "200769  2013      5    8    2144.0      254.0    2353.0      237.0      F9   \n",
+       "200771  2013      5    8    2148.0      213.0      21.0      222.0      9E   \n",
+       "200772  2013      5    8    2150.0       80.0       7.0      100.0      EV   \n",
+       "200773  2013      5    8    2150.0      212.0     103.0      223.0      B6   \n",
+       "200774  2013      5    8    2152.0       92.0      49.0       87.0      UA   \n",
+       "200775  2013      5    8    2153.0      203.0    2353.0      173.0      WN   \n",
+       "200776  2013      5    8    2155.0      240.0    2301.0      211.0      WN   \n",
+       "200777  2013      5    8    2157.0       70.0       3.0       88.0      9E   \n",
+       "200778  2013      5    8    2159.0       74.0     112.0       54.0      UA   \n",
+       "200779  2013      5    8    2159.0       79.0     209.0       91.0      UA   \n",
+       "200781  2013      5    8    2200.0       90.0    2354.0       97.0      B6   \n",
+       "200782  2013      5    8    2200.0      215.0    2311.0      186.0      WN   \n",
+       "200784  2013      5    8    2201.0      302.0      52.0      293.0      AA   \n",
+       "200785  2013      5    8    2202.0       70.0    2323.0       61.0      UA   \n",
+       "200786  2013      5    8    2205.0       80.0    2328.0       89.0      B6   \n",
+       "200787  2013      5    8    2207.0      162.0     107.0      144.0      DL   \n",
+       "200788  2013      5    8    2209.0      189.0    2349.0      207.0      EV   \n",
+       "200789  2013      5    8    2209.0      170.0     117.0      177.0      B6   \n",
+       "200792  2013      5    8    2212.0      132.0    2326.0      134.0      EV   \n",
+       "200793  2013      5    8    2212.0      242.0     109.0      235.0      DL   \n",
+       "200794  2013      5    8    2215.0      120.0      33.0      133.0      EV   \n",
+       "200795  2013      5    8    2215.0      210.0     124.0      214.0      B6   \n",
+       "200797  2013      5    8    2217.0      162.0      33.0      173.0      EV   \n",
+       "200798  2013      5    8    2218.0      155.0    2355.0      175.0      EV   \n",
+       "200799  2013      5    8    2221.0       93.0      12.0      105.0      EV   \n",
+       "200800  2013      5    8    2222.0      202.0    2329.0      194.0      US   \n",
+       "200801  2013      5    8    2223.0      173.0    2328.0      154.0      EV   \n",
+       "200802  2013      5    8    2226.0      132.0     202.0      158.0      UA   \n",
+       "200803  2013      5    8    2227.0      172.0      59.0      180.0      EV   \n",
+       "200804  2013      5    8    2230.0      180.0      25.0      166.0      9E   \n",
+       "200805  2013      5    8    2232.0       93.0    2357.0       99.0      EV   \n",
+       "200806  2013      5    8    2236.0      156.0       7.0      157.0      DL   \n",
+       "200807  2013      5    8    2242.0      262.0      40.0      232.0      9E   \n",
+       "200809  2013      5    8    2251.0       82.0      57.0       61.0      UA   \n",
+       "200810  2013      5    8    2252.0      157.0     144.0      156.0      B6   \n",
+       "200811  2013      5    8    2302.0      211.0     141.0      205.0      EV   \n",
+       "200812  2013      5    8    2303.0      218.0      30.0      181.0      9E   \n",
+       "200813  2013      5    8    2305.0       66.0      33.0       67.0      UA   \n",
+       "200814  2013      5    8    2306.0      131.0      27.0      122.0      WN   \n",
+       "200815  2013      5    8    2306.0      101.0       2.0       87.0      MQ   \n",
+       "200816  2013      5    8    2312.0       73.0      28.0       75.0      EV   \n",
+       "200817  2013      5    8    2312.0      297.0      18.0      263.0      MQ   \n",
+       "200818  2013      5    8    2314.0      110.0      43.0       98.0      EV   \n",
+       "200819  2013      5    8    2315.0      150.0     136.0      143.0      EV   \n",
+       "200820  2013      5    8    2329.0      150.0     111.0      139.0      EV   \n",
+       "200821  2013      5    8    2331.0      122.0      23.0      104.0      EV   \n",
+       "200822  2013      5    8    2331.0      210.0     215.0      175.0      VX   \n",
+       "200823  2013      5    8    2332.0      242.0      37.0      227.0      EV   \n",
+       "200824  2013      5    8    2338.0      122.0      41.0      120.0      EV   \n",
+       "200825  2013      5    8    2356.0      191.0     145.0      152.0      B6   \n",
+       "201005  2013      5    9     722.0       92.0    1016.0       91.0      UA   \n",
+       "201050  2013      5    9     759.0       89.0    1005.0      122.0      EV   \n",
+       "201073  2013      5    9     816.0      131.0     942.0      127.0      MQ   \n",
+       "201076  2013      5    9     819.0       79.0    1119.0       72.0      DL   \n",
+       "201094  2013      5    9     837.0       97.0    1143.0       88.0      VX   \n",
+       "201135  2013      5    9     917.0       73.0    1147.0       88.0      EV   \n",
+       "201175  2013      5    9    1002.0       93.0    1229.0      115.0      MQ   \n",
+       "201248  2013      5    9    1142.0      132.0    1519.0      144.0      AA   \n",
+       "201251  2013      5    9    1150.0      110.0    1534.0      135.0      UA   \n",
+       "201268  2013      5    9    1209.0      234.0    1508.0      226.0      DL   \n",
+       "201285  2013      5    9    1238.0      129.0    1508.0       79.0      UA   \n",
+       "201298  2013      5    9    1250.0       81.0    1545.0       61.0      UA   \n",
+       "201299  2013      5    9    1251.0      141.0    1617.0      137.0      VX   \n",
+       "201302  2013      5    9    1254.0      257.0    1457.0      253.0      EV   \n",
+       "201315  2013      5    9    1304.0       84.0    1549.0       54.0      AA   \n",
+       "201320  2013      5    9    1307.0      127.0    1435.0      110.0      MQ   \n",
+       "201321  2013      5    9    1308.0      183.0    1427.0      176.0      EV   \n",
+       "201342  2013      5    9    1333.0      153.0    1457.0      167.0      MQ   \n",
+       "201350  2013      5    9    1344.0      179.0    1646.0      146.0      VX   \n",
+       "201369  2013      5    9    1408.0      173.0    1551.0      166.0      MQ   \n",
+       "201372  2013      5    9    1414.0       64.0    1605.0       55.0      MQ   \n",
+       "201377  2013      5    9    1420.0       80.0    1629.0       70.0      EV   \n",
+       "201408  2013      5    9    1450.0       81.0    1724.0       66.0      UA   \n",
+       "201428  2013      5    9    1505.0       80.0    1618.0       73.0      WN   \n",
+       "201429  2013      5    9    1505.0       80.0    1640.0       70.0      MQ   \n",
+       "201431  2013      5    9    1509.0       74.0    1656.0       57.0      EV   \n",
+       "201433  2013      5    9    1510.0       61.0    1649.0       92.0      B6   \n",
+       "201451  2013      5    9    1546.0       66.0    1726.0       41.0      DL   \n",
+       "201457  2013      5    9    1554.0       84.0    1801.0       81.0      EV   \n",
+       "201466  2013      5    9    1603.0       68.0    1743.0       63.0      MQ   \n",
+       "201471  2013      5    9    1606.0       71.0    1900.0       59.0      B6   \n",
+       "201475  2013      5    9    1610.0       70.0    1719.0       34.0      AA   \n",
+       "201479  2013      5    9    1612.0       99.0    1804.0       95.0      EV   \n",
+       "201486  2013      5    9    1615.0       76.0    1829.0       62.0      EV   \n",
+       "201497  2013      5    9    1629.0       68.0    1814.0       69.0      EV   \n",
+       "201501  2013      5    9    1631.0       86.0    1813.0      103.0      MQ   \n",
+       "201507  2013      5    9    1638.0       73.0    1814.0       44.0      MQ   \n",
+       "201508  2013      5    9    1638.0       78.0    1842.0       57.0      MQ   \n",
+       "201515  2013      5    9    1644.0       75.0    1904.0       84.0      EV   \n",
+       "201517  2013      5    9    1645.0       90.0    1856.0       76.0      MQ   \n",
+       "201521  2013      5    9    1650.0      115.0    1922.0       90.0      B6   \n",
+       "201532  2013      5    9    1704.0       64.0    2000.0       35.0      AA   \n",
+       "201533  2013      5    9    1704.0      124.0    1821.0      103.0      UA   \n",
+       "201535  2013      5    9    1705.0       80.0    1902.0       60.0      DL   \n",
+       "201542  2013      5    9    1711.0       68.0    1825.0       55.0      YV   \n",
+       "201543  2013      5    9    1714.0      143.0    1841.0      156.0      EV   \n",
+       "201544  2013      5    9    1714.0       74.0    1852.0       92.0      AA   \n",
+       "201546  2013      5    9    1715.0       85.0    2034.0       94.0      AA   \n",
+       "201552  2013      5    9    1718.0       83.0    1827.0       72.0      MQ   \n",
+       "201555  2013      5    9    1722.0      117.0    1856.0      101.0      MQ   \n",
+       "201571  2013      5    9    1732.0      125.0    1903.0      118.0      UA   \n",
+       "201573  2013      5    9    1735.0       70.0    1936.0       62.0      EV   \n",
+       "201575  2013      5    9    1739.0       88.0    1938.0       90.0      EV   \n",
+       "201584  2013      5    9    1749.0       99.0    1910.0       79.0      9E   \n",
+       "201590  2013      5    9    1754.0       64.0    1952.0       33.0      9E   \n",
+       "201598  2013      5    9    1759.0      124.0    1941.0      112.0      B6   \n",
+       "201599  2013      5    9    1801.0       91.0    2014.0       81.0      FL   \n",
+       "201604  2013      5    9    1805.0       96.0    1946.0       92.0      MQ   \n",
+       "201607  2013      5    9    1807.0       61.0    2004.0       57.0      EV   \n",
+       "201617  2013      5    9    1812.0      103.0    2106.0       99.0      B6   \n",
+       "201622  2013      5    9    1814.0       84.0    1946.0       61.0      WN   \n",
+       "201623  2013      5    9    1816.0       61.0    1927.0       58.0      B6   \n",
+       "201627  2013      5    9    1817.0       77.0    1941.0       63.0      UA   \n",
+       "201630  2013      5    9    1820.0      105.0    2100.0       66.0      B6   \n",
+       "201631  2013      5    9    1820.0       80.0    2115.0       79.0      UA   \n",
+       "201634  2013      5    9    1824.0       99.0    1934.0       81.0      B6   \n",
+       "201650  2013      5    9    1834.0       94.0    2107.0       72.0      AA   \n",
+       "201651  2013      5    9    1834.0       65.0    2131.0       47.0      AA   \n",
+       "201654  2013      5    9    1839.0      504.0    2123.0      493.0      AA   \n",
+       "201655  2013      5    9    1839.0       69.0    2015.0       71.0      B6   \n",
+       "201656  2013      5    9    1840.0       77.0    2041.0       58.0      UA   \n",
+       "201664  2013      5    9    1850.0      135.0    2014.0      140.0      EV   \n",
+       "201670  2013      5    9    1855.0       85.0    2116.0       80.0      F9   \n",
+       "201672  2013      5    9    1855.0       88.0    2039.0      115.0      UA   \n",
+       "201676  2013      5    9    1857.0       62.0    2039.0       69.0      MQ   \n",
+       "201680  2013      5    9    1858.0      183.0    2135.0      263.0      UA   \n",
+       "201683  2013      5    9    1901.0       66.0    2152.0       37.0      DL   \n",
+       "201688  2013      5    9    1903.0       68.0    2021.0       51.0      WN   \n",
+       "201694  2013      5    9    1917.0      138.0    2106.0      143.0      EV   \n",
+       "201697  2013      5    9    1921.0      102.0    2133.0       91.0      FL   \n",
+       "201722  2013      5    9    1941.0       76.0    2237.0       67.0      UA   \n",
+       "201729  2013      5    9    1947.0       62.0    2239.0       49.0      B6   \n",
+       "201731  2013      5    9    1950.0       80.0    2048.0       68.0      MQ   \n",
+       "201733  2013      5    9    1951.0       86.0    2051.0       46.0      WN   \n",
+       "201734  2013      5    9    1952.0      222.0    2123.0      214.0      EV   \n",
+       "201737  2013      5    9    1957.0      187.0    2204.0      183.0      9E   \n",
+       "201738  2013      5    9    1957.0       81.0    2124.0       69.0      B6   \n",
+       "201740  2013      5    9    1959.0       69.0    2131.0       56.0      AA   \n",
+       "201742  2013      5    9    2000.0       65.0    2143.0       47.0      US   \n",
+       "201744  2013      5    9    2004.0       64.0    2125.0       54.0      EV   \n",
+       "201749  2013      5    9    2006.0       66.0    2137.0       60.0      UA   \n",
+       "201751  2013      5    9    2009.0       70.0    2221.0       59.0      FL   \n",
+       "201753  2013      5    9    2011.0       75.0    2304.0       74.0      UA   \n",
+       "201768  2013      5    9    2031.0       91.0    2335.0       44.0      DL   \n",
+       "201774  2013      5    9    2045.0       95.0    2216.0       59.0      EV   \n",
+       "201777  2013      5    9    2046.0       71.0    2317.0       38.0      B6   \n",
+       "201778  2013      5    9    2048.0       78.0    2241.0       71.0      EV   \n",
+       "201780  2013      5    9    2049.0       69.0    2330.0       38.0      DL   \n",
+       "201787  2013      5    9    2055.0       75.0    2236.0       66.0      MQ   \n",
+       "201790  2013      5    9    2058.0       88.0    2206.0       49.0      DL   \n",
+       "201792  2013      5    9    2100.0       90.0    2342.0       72.0      AA   \n",
+       "201797  2013      5    9    2105.0       95.0    2212.0       78.0      EV   \n",
+       "201804  2013      5    9    2113.0       72.0    2350.0       30.0      VX   \n",
+       "201807  2013      5    9    2116.0       61.0    2311.0       51.0      EV   \n",
+       "201812  2013      5    9    2129.0       69.0    2325.0       40.0      MQ   \n",
+       "201817  2013      5    9    2136.0       91.0    2311.0       71.0      MQ   \n",
+       "201819  2013      5    9    2139.0       69.0    2257.0       56.0      FL   \n",
+       "201820  2013      5    9    2140.0       85.0      19.0       71.0      B6   \n",
+       "201827  2013      5    9    2151.0      116.0    2308.0       89.0      EV   \n",
+       "201832  2013      5    9    2204.0       62.0    2309.0       42.0      EV   \n",
+       "201833  2013      5    9    2206.0       67.0    2308.0       50.0      EV   \n",
+       "201841  2013      5    9    2227.0       92.0     104.0       34.0      UA   \n",
+       "201842  2013      5    9    2231.0       76.0      10.0       60.0      MQ   \n",
+       "201844  2013      5    9    2240.0       70.0    2359.0       59.0      MQ   \n",
+       "201845  2013      5    9    2242.0       72.0     116.0       59.0      B6   \n",
+       "201846  2013      5    9    2247.0       80.0      52.0       75.0      EV   \n",
+       "201850  2013      5    9    2308.0       83.0     158.0       53.0      AA   \n",
+       "201851  2013      5    9    2309.0      124.0      43.0       98.0      MQ   \n",
+       "201854  2013      5    9    2348.0       83.0      36.0       59.0      EV   \n",
+       "201856  2013      5    9    2353.0      233.0      57.0      199.0      UA   \n",
+       "201875  2013      5   10      11.0      132.0     136.0      112.0      B6   \n",
+       "201877  2013      5   10      18.0      169.0     224.0      148.0      UA   \n",
+       "201879  2013      5   10      24.0      224.0     211.0      209.0      EV   \n",
+       "201880  2013      5   10      55.0      206.0     146.0      187.0      EV   \n",
+       "202050  2013      5   10     804.0      124.0     937.0      102.0      EV   \n",
+       "202154  2013      5   10     939.0       79.0    1059.0       79.0      MQ   \n",
+       "202216  2013      5   10    1104.0       69.0    1242.0       63.0      EV   \n",
+       "202245  2013      5   10    1139.0       69.0    1447.0       85.0      UA   \n",
+       "202274  2013      5   10    1213.0       74.0    1600.0      140.0      UA   \n",
+       "202278  2013      5   10    1225.0       71.0    1441.0       52.0      B6   \n",
+       "202285  2013      5   10    1238.0       66.0    1442.0       39.0      UA   \n",
+       "202294  2013      5   10    1247.0      167.0    1505.0      165.0      MQ   \n",
+       "202306  2013      5   10    1256.0       91.0    1437.0       92.0      AA   \n",
+       "202323  2013      5   10    1317.0       62.0    1442.0       52.0      WN   \n",
+       "202326  2013      5   10    1321.0       91.0    1443.0       98.0      MQ   \n",
+       "202370  2013      5   10    1422.0       77.0    1549.0       72.0      EV   \n",
+       "202376  2013      5   10    1427.0       62.0    1600.0       60.0      AA   \n",
+       "202378  2013      5   10    1429.0      104.0    1528.0       95.0      UA   \n",
+       "202385  2013      5   10    1436.0       81.0    1606.0       91.0      MQ   \n",
+       "202394  2013      5   10    1447.0       69.0    1607.0       68.0      B6   \n",
+       "202432  2013      5   10    1517.0       93.0    1806.0      105.0      B6   \n",
+       "202438  2013      5   10    1523.0       84.0    1654.0       94.0      EV   \n",
+       "202443  2013      5   10    1528.0      185.0    1808.0      242.0      EV   \n",
+       "202499  2013      5   10    1610.0      100.0    1809.0      128.0      FL   \n",
+       "202509  2013      5   10    1623.0       83.0    1739.0       61.0      UA   \n",
+       "202514  2013      5   10    1627.0      112.0    1821.0      130.0      UA   \n",
+       "202525  2013      5   10    1636.0      116.0    1851.0      126.0      DL   \n",
+       "202535  2013      5   10    1649.0      154.0    1815.0      140.0      AA   \n",
+       "202552  2013      5   10    1704.0      124.0    1847.0      122.0      AA   \n",
+       "202574  2013      5   10    1722.0       75.0    1839.0       41.0      EV   \n",
+       "202586  2013      5   10    1731.0       96.0    1906.0      111.0      MQ   \n",
+       "202589  2013      5   10    1736.0       86.0    1916.0       76.0      AA   \n",
+       "202608  2013      5   10    1749.0       79.0    2010.0       77.0      FL   \n",
+       "202613  2013      5   10    1754.0      134.0    2001.0      145.0      9E   \n",
+       "202617  2013      5   10    1803.0       63.0    1944.0       54.0      AA   \n",
+       "202623  2013      5   10    1810.0       71.0    2117.0       78.0      AA   \n",
+       "202634  2013      5   10    1821.0      111.0    2135.0      137.0      UA   \n",
+       "202649  2013      5   10    1830.0      225.0    2006.0      221.0      AA   \n",
+       "202658  2013      5   10    1841.0       91.0    2018.0       63.0      AA   \n",
+       "202664  2013      5   10    1844.0       64.0    2024.0       76.0      B6   \n",
+       "202671  2013      5   10    1852.0       72.0    2050.0       75.0      WN   \n",
+       "202680  2013      5   10    1900.0      185.0    2126.0      217.0      B6   \n",
+       "202687  2013      5   10    1907.0      187.0    2114.0      206.0      9E   \n",
+       "202692  2013      5   10    1916.0      167.0    2219.0      172.0      B6   \n",
+       "202694  2013      5   10    1919.0       79.0    2112.0       94.0      UA   \n",
+       "202701  2013      5   10    1924.0       97.0    2058.0      118.0      EV   \n",
+       "202709  2013      5   10    1930.0       75.0    2137.0      102.0      MQ   \n",
+       "202714  2013      5   10    1937.0       97.0    2137.0      107.0      AA   \n",
+       "202722  2013      5   10    1948.0       88.0    2209.0       81.0      9E   \n",
+       "202731  2013      5   10    1958.0      153.0    2232.0      118.0      DL   \n",
+       "202734  2013      5   10    2002.0       62.0    2135.0       64.0      EV   \n",
+       "202735  2013      5   10    2003.0       64.0    2227.0       53.0      9E   \n",
+       "202745  2013      5   10    2015.0       70.0    2258.0       86.0      9E   \n",
+       "202759  2013      5   10    2033.0       93.0    2400.0       69.0      DL   \n",
+       "202761  2013      5   10    2038.0       93.0      38.0      134.0      B6   \n",
+       "202766  2013      5   10    2045.0       75.0    2254.0       59.0      EV   \n",
+       "202767  2013      5   10    2047.0       97.0    2203.0       78.0      9E   \n",
+       "202773  2013      5   10    2053.0       88.0    2315.0      106.0      9E   \n",
+       "202774  2013      5   10    2054.0       84.0    2316.0       67.0      UA   \n",
+       "202775  2013      5   10    2056.0       76.0    2309.0       99.0      MQ   \n",
+       "202779  2013      5   10    2058.0      119.0    2254.0      115.0      9E   \n",
+       "202782  2013      5   10    2101.0       61.0    2243.0       73.0      DL   \n",
+       "202791  2013      5   10    2109.0       99.0    2300.0      130.0      EV   \n",
+       "202792  2013      5   10    2110.0      100.0    2314.0      140.0      EV   \n",
+       "202794  2013      5   10    2112.0      133.0    2342.0      140.0      FL   \n",
+       "202795  2013      5   10    2113.0       73.0    2215.0       63.0      EV   \n",
+       "202799  2013      5   10    2117.0       94.0    2226.0       86.0      EV   \n",
+       "202805  2013      5   10    2124.0      114.0    2334.0      111.0      9E   \n",
+       "202806  2013      5   10    2126.0      111.0      20.0      145.0      9E   \n",
+       "202808  2013      5   10    2129.0      109.0    2335.0      125.0      MQ   \n",
+       "202811  2013      5   10    2132.0       62.0     106.0       70.0      B6   \n",
+       "202813  2013      5   10    2133.0       78.0     112.0       74.0      B6   \n",
+       "202819  2013      5   10    2156.0      141.0      30.0      111.0      B6   \n",
+       "202822  2013      5   10    2158.0      117.0      53.0      105.0      B6   \n",
+       "202824  2013      5   10    2159.0       99.0      45.0       83.0      UA   \n",
+       "202825  2013      5   10    2201.0       63.0    2315.0       57.0      UA   \n",
+       "202826  2013      5   10    2203.0       95.0      53.0       77.0      UA   \n",
+       "202827  2013      5   10    2207.0       87.0    2342.0      102.0      MQ   \n",
+       "202830  2013      5   10    2225.0      120.0      20.0      114.0      EV   \n",
+       "202831  2013      5   10    2230.0      102.0       6.0       99.0      EV   \n",
+       "202842  2013      5   10    2315.0      105.0     152.0       95.0      B6   \n",
+       "202843  2013      5   10    2325.0       86.0      26.0       73.0      EV   \n",
+       "202852  2013      5   11       2.0      123.0     151.0      127.0      B6   \n",
+       "202855  2013      5   11      23.0       98.0     126.0       89.0      B6   \n",
+       "202856  2013      5   11      26.0      286.0     203.0      273.0      MQ   \n",
+       "202858  2013      5   11      33.0      303.0     227.0      285.0      9E   \n",
+       "202973  2013      5   11     758.0       78.0     954.0       71.0      EV   \n",
+       "203018  2013      5   11     830.0      110.0    1209.0       89.0      AA   \n",
+       "203019  2013      5   11     831.0      121.0    1010.0      127.0      EV   \n",
+       "203309  2013      5   11    1542.0       72.0    1724.0       93.0      EV   \n",
+       "203326  2013      5   11    1602.0       65.0    1910.0       79.0      B6   \n",
+       "203338  2013      5   11    1629.0      105.0    2021.0       97.0      B6   \n",
+       "203341  2013      5   11    1631.0       61.0    1846.0       74.0      US   \n",
+       "203345  2013      5   11    1636.0      136.0    1808.0      128.0      WN   \n",
+       "203348  2013      5   11    1639.0       70.0    2006.0      106.0      B6   \n",
+       "203355  2013      5   11    1648.0       63.0    1833.0       68.0      WN   \n",
+       "203359  2013      5   11    1654.0       94.0    1822.0      114.0      EV   \n",
+       "203363  2013      5   11    1704.0       99.0    2008.0      158.0      MQ   \n",
+       "203366  2013      5   11    1708.0       68.0    2138.0      133.0      AA   \n",
+       "203372  2013      5   11    1718.0      108.0    2103.0      148.0      9E   \n",
+       "203374  2013      5   11    1722.0       82.0    2102.0      107.0      DL   \n",
+       "203375  2013      5   11    1723.0       88.0    1941.0       87.0      DL   \n",
+       "203382  2013      5   11    1738.0       69.0    2120.0      101.0      AA   \n",
+       "203387  2013      5   11    1745.0       95.0    2054.0      103.0      B6   \n",
+       "203390  2013      5   11    1750.0       81.0    1958.0      110.0      EV   \n",
+       "203394  2013      5   11    1752.0       73.0    2029.0       24.0      UA   \n",
+       "203400  2013      5   11    1804.0       94.0    2050.0      117.0      FL   \n",
+       "203402  2013      5   11    1807.0      127.0    2024.0      145.0      EV   \n",
+       "203405  2013      5   11    1810.0       70.0    2146.0      129.0      DL   \n",
+       "203407  2013      5   11    1812.0       62.0    1949.0       34.0      AA   \n",
+       "203409  2013      5   11    1814.0      105.0    2018.0      118.0      EV   \n",
+       "203410  2013      5   11    1815.0       61.0    2151.0      103.0      UA   \n",
+       "203411  2013      5   11    1817.0      108.0    2016.0      142.0      EV   \n",
+       "203412  2013      5   11    1817.0      157.0    2120.0      152.0      UA   \n",
+       "203421  2013      5   11    1829.0       64.0    2129.0       49.0      AA   \n",
+       "203426  2013      5   11    1840.0      145.0    2017.0      169.0      EV   \n",
+       "203428  2013      5   11    1841.0       81.0    2208.0      103.0      AA   \n",
+       "203437  2013      5   11    1900.0       85.0    2301.0      116.0      AA   \n",
+       "203444  2013      5   11    1911.0       71.0    2212.0       57.0      DL   \n",
+       "203445  2013      5   11    1912.0      147.0    2038.0      145.0      B6   \n",
+       "203446  2013      5   11    1917.0      137.0    2326.0      144.0      B6   \n",
+       "203449  2013      5   11    1919.0      110.0    2223.0       73.0      UA   \n",
+       "203451  2013      5   11    1921.0      151.0    2032.0      132.0      WN   \n",
+       "203454  2013      5   11    1926.0      271.0    2122.0      282.0      MQ   \n",
+       "203458  2013      5   11    1932.0       92.0    2031.0       61.0      EV   \n",
+       "203467  2013      5   11    1946.0       91.0    2222.0       59.0      UA   \n",
+       "203469  2013      5   11    1948.0      168.0    2118.0      171.0      B6   \n",
+       "203473  2013      5   11    1954.0      319.0    2104.0      306.0      9E   \n",
+       "203474  2013      5   11    1956.0       61.0    2239.0       19.0      VX   \n",
+       "203475  2013      5   11    1956.0       86.0    2143.0       93.0      MQ   \n",
+       "203476  2013      5   11    1957.0      207.0    2138.0      190.0      EV   \n",
+       "203477  2013      5   11    1957.0      149.0    2148.0       97.0      UA   \n",
+       "203478  2013      5   11    1958.0      178.0    2121.0      169.0      B6   \n",
+       "203479  2013      5   11    1958.0      118.0    2306.0       86.0      AA   \n",
+       "203484  2013      5   11    2009.0      134.0    2258.0       91.0      UA   \n",
+       "203489  2013      5   11    2016.0      118.0    2340.0      140.0      B6   \n",
+       "203491  2013      5   11    2019.0      110.0    2233.0      121.0      US   \n",
+       "203494  2013      5   11    2025.0      115.0    2357.0      127.0      DL   \n",
+       "203496  2013      5   11    2029.0      269.0    2222.0      276.0      9E   \n",
+       "203497  2013      5   11    2033.0      213.0    2257.0      182.0      AA   \n",
+       "203500  2013      5   11    2035.0      236.0    2348.0      258.0      B6   \n",
+       "203501  2013      5   11    2038.0      234.0    2206.0      226.0      UA   \n",
+       "203502  2013      5   11    2039.0       90.0    2352.0       77.0      B6   \n",
+       "203503  2013      5   11    2045.0      235.0    2300.0      226.0      9E   \n",
+       "203506  2013      5   11    2051.0      292.0    2215.0      270.0      B6   \n",
+       "203507  2013      5   11    2051.0      286.0    2321.0      301.0      MQ   \n",
+       "203508  2013      5   11    2053.0      118.0    2326.0      100.0      B6   \n",
+       "203509  2013      5   11    2054.0      229.0    2255.0      229.0      US   \n",
+       "203511  2013      5   11    2055.0      110.0       4.0      115.0      B6   \n",
+       "203512  2013      5   11    2055.0      125.0      10.0      105.0      VX   \n",
+       "203516  2013      5   11    2057.0       92.0    2348.0       57.0      DL   \n",
+       "203518  2013      5   11    2104.0      154.0    2252.0      158.0      9E   \n",
+       "203520  2013      5   11    2108.0      203.0    2348.0      197.0      B6   \n",
+       "203526  2013      5   11    2135.0      195.0    2329.0      163.0      9E   \n",
+       "203527  2013      5   11    2136.0      101.0    2248.0       98.0      AA   \n",
+       "203528  2013      5   11    2139.0      204.0    2354.0      195.0      9E   \n",
+       "203530  2013      5   11    2149.0      139.0    2256.0      122.0      EV   \n",
+       "203531  2013      5   11    2153.0      309.0      44.0      302.0      UA   \n",
+       "203532  2013      5   11    2154.0      169.0      56.0      152.0      B6   \n",
+       "203533  2013      5   11    2158.0      118.0      13.0      116.0      UA   \n",
+       "203534  2013      5   11    2208.0      128.0    2333.0      123.0      DL   \n",
+       "203535  2013      5   11    2214.0      133.0      54.0       94.0      VX   \n",
+       "203536  2013      5   11    2218.0      179.0     113.0      173.0      B6   \n",
+       "203538  2013      5   11    2227.0      297.0      32.0      314.0      B6   \n",
+       "203539  2013      5   11    2229.0      134.0    2344.0      125.0      B6   \n",
+       "203540  2013      5   11    2229.0      204.0     106.0      204.0      DL   \n",
+       "203541  2013      5   11    2233.0      333.0      38.0      327.0      B6   \n",
+       "203542  2013      5   11    2238.0      242.0       4.0      229.0      B6   \n",
+       "203543  2013      5   11    2240.0      120.0    2357.0      117.0      MQ   \n",
+       "203545  2013      5   11    2254.0       84.0     152.0       95.0      B6   \n",
+       "203546  2013      5   11    2302.0      152.0     148.0      112.0      B6   \n",
+       "203548  2013      5   11    2309.0      294.0     107.0      269.0      9E   \n",
+       "203549  2013      5   11    2316.0      471.0      43.0      453.0      WN   \n",
+       "203550  2013      5   11    2321.0      171.0      50.0      153.0      B6   \n",
+       "203551  2013      5   11    2325.0      230.0     103.0      223.0      9E   \n",
+       "203552  2013      5   11    2327.0      227.0      40.0      220.0      EV   \n",
+       "203554  2013      5   11    2355.0      255.0     133.0      243.0      MQ   \n",
+       "203778  2013      5   12     920.0       80.0    1104.0       79.0      9E   \n",
+       "203856  2013      5   12    1058.0      163.0    1401.0      159.0      DL   \n",
+       "204017  2013      5   12    1431.0       91.0    1535.0       64.0      UA   \n",
+       "204024  2013      5   12    1433.0       66.0    1631.0       46.0      F9   \n",
+       "204046  2013      5   12    1450.0      125.0    1747.0      124.0      B6   \n",
+       "204063  2013      5   12    1459.0      119.0    1616.0      115.0      EV   \n",
+       "204169  2013      5   12    1642.0       77.0    1812.0       57.0      MQ   \n",
+       "204179  2013      5   12    1653.0       68.0    2023.0       82.0      DL   \n",
+       "204209  2013      5   12    1710.0       85.0    1946.0       83.0      DL   \n",
+       "204290  2013      5   12    1831.0       68.0    1938.0       45.0      EV   \n",
+       "204294  2013      5   12    1833.0       93.0    2029.0      119.0      MQ   \n",
+       "204308  2013      5   12    1852.0      102.0    2035.0       80.0      AA   \n",
+       "204332  2013      5   12    1914.0      144.0    2048.0      152.0      EV   \n",
+       "204356  2013      5   12    1933.0      243.0    2255.0      291.0      9E   \n",
+       "204384  2013      5   12    2007.0       62.0    2229.0       57.0      9E   \n",
+       "204392  2013      5   12    2015.0       65.0    2149.0       64.0      9E   \n",
+       "204393  2013      5   12    2016.0      116.0    2158.0      117.0      9E   \n",
+       "204424  2013      5   12    2056.0       76.0    2313.0      103.0      MQ   \n",
+       "204438  2013      5   12    2116.0       81.0      19.0       86.0      9E   \n",
+       "204449  2013      5   12    2132.0       77.0    2257.0       78.0      B6   \n",
+       "204453  2013      5   12    2140.0       72.0      53.0       66.0      UA   \n",
+       "204454  2013      5   12    2148.0       61.0    2322.0       47.0      9E   \n",
+       "204456  2013      5   12    2150.0       63.0    2348.0       60.0      EV   \n",
+       "204457  2013      5   12    2151.0       81.0    2328.0       71.0      B6   \n",
+       "204474  2013      5   12    2314.0       85.0     206.0       75.0      UA   \n",
+       "204475  2013      5   12    2316.0      186.0     116.0      174.0      EV   \n",
+       "204480  2013      5   12    2359.0       74.0      56.0       59.0      B6   \n",
+       "204635  2013      5   13     754.0       84.0    1047.0       91.0      B6   \n",
+       "204647  2013      5   13     800.0       90.0     944.0       74.0      MQ   \n",
+       "204834  2013      5   13    1110.0       71.0    1310.0       75.0      EV   \n",
+       "204865  2013      5   13    1154.0      139.0    1413.0      125.0      EV   \n",
+       "204906  2013      5   13    1252.0      293.0    1504.0      276.0      DL   \n",
+       "204929  2013      5   13    1305.0      100.0    1441.0       80.0      EV   \n",
+       "204952  2013      5   13    1343.0      104.0    1455.0      104.0      EV   \n",
+       "204955  2013      5   13    1345.0       80.0    1453.0       48.0      AA   \n",
+       "204957  2013      5   13    1347.0      122.0    1521.0      101.0      MQ   \n",
+       "205028  2013      5   13    1457.0       89.0    1621.0       69.0      EV   \n",
+       "205072  2013      5   13    1546.0      124.0    1653.0      124.0      EV   \n",
+       "205101  2013      5   13    1611.0       76.0    1728.0       50.0      9E   \n",
+       "205132  2013      5   13    1638.0       88.0    1912.0       47.0      UA   \n",
+       "205140  2013      5   13    1652.0       82.0    1933.0       56.0      9E   \n",
+       "205154  2013      5   13    1659.0       74.0    1931.0       42.0      DL   \n",
+       "205163  2013      5   13    1705.0       68.0    2006.0       52.0      DL   \n",
+       "205172  2013      5   13    1719.0       89.0    1829.0       81.0      EV   \n",
+       "205189  2013      5   13    1731.0       62.0    2015.0       46.0      B6   \n",
+       "205215  2013      5   13    1756.0       61.0    2020.0        0.0      VX   \n",
+       "205231  2013      5   13    1813.0       83.0    2000.0       41.0      9E   \n",
+       "205239  2013      5   13    1822.0       82.0    1920.0       53.0      B6   \n",
+       "205246  2013      5   13    1825.0      135.0    1942.0      111.0      9E   \n",
+       "205262  2013      5   13    1834.0       64.0    2012.0       54.0      B6   \n",
+       "205273  2013      5   13    1844.0       74.0    2001.0       57.0      B6   \n",
+       "205301  2013      5   13    1908.0      104.0    2123.0      114.0      EV   \n",
+       "205303  2013      5   13    1908.0       69.0    2135.0       46.0      B6   \n",
+       "205304  2013      5   13    1908.0      128.0    2032.0      122.0      MQ   \n",
+       "205326  2013      5   13    1931.0      166.0    2117.0      146.0      DL   \n",
+       "205334  2013      5   13    1937.0      157.0    2049.0      134.0      MQ   \n",
+       "205357  2013      5   13    2003.0      123.0    2315.0      127.0      UA   \n",
+       "205358  2013      5   13    2007.0       97.0    2238.0       38.0      UA   \n",
+       "205383  2013      5   13    2036.0      101.0    2222.0      101.0      EV   \n",
+       "205392  2013      5   13    2046.0       76.0    2240.0       83.0      DL   \n",
+       "205404  2013      5   13    2057.0       82.0    2303.0       83.0      EV   \n",
+       "205405  2013      5   13    2057.0      237.0    2219.0      229.0      MQ   \n",
+       "205415  2013      5   13    2113.0      148.0      10.0      140.0      B6   \n",
+       "205430  2013      5   13    2140.0       81.0    2344.0       55.0      B6   \n",
+       "205439  2013      5   13    2219.0       84.0    2331.0       76.0      MQ   \n",
+       "205440  2013      5   13    2219.0      119.0       8.0       83.0      MQ   \n",
+       "205443  2013      5   13    2223.0       85.0    2326.0       68.0      UA   \n",
+       "205445  2013      5   13    2226.0      106.0     205.0       87.0      UA   \n",
+       "205446  2013      5   13    2227.0      100.0    2335.0       60.0      9E   \n",
+       "205454  2013      5   13    2320.0      217.0      26.0      206.0      EV   \n",
+       "205455  2013      5   13    2320.0      116.0      42.0       97.0      EV   \n",
+       "205456  2013      5   13    2335.0      130.0      30.0      115.0      MQ   \n",
+       "205618  2013      5   14     757.0       77.0     925.0       79.0      EV   \n",
+       "205719  2013      5   14     924.0      169.0    1144.0      180.0      EV   \n",
+       "205797  2013      5   14    1058.0      103.0    1231.0       73.0      EV   \n",
+       "205848  2013      5   14    1158.0       88.0    1338.0       68.0      EV   \n",
+       "205859  2013      5   14    1212.0       62.0    1340.0       49.0      EV   \n",
+       "205872  2013      5   14    1237.0       68.0    1438.0       33.0      UA   \n",
+       "205922  2013      5   14    1336.0       96.0    1443.0       89.0      9E   \n",
+       "205927  2013      5   14    1343.0       80.0    1520.0       74.0      EV   \n",
+       "205951  2013      5   14    1410.0      100.0    1539.0       75.0      EV   \n",
+       "206005  2013      5   14    1502.0       63.0    1753.0       39.0      UA   \n",
+       "206066  2013      5   14    1557.0       62.0    1732.0       43.0      EV   \n",
+       "206078  2013      5   14    1606.0       75.0    1718.0       73.0      EV   \n",
+       "206082  2013      5   14    1610.0      131.0    1740.0      140.0      EV   \n",
+       "206086  2013      5   14    1616.0      121.0    1715.0      110.0      EV   \n",
+       "206091  2013      5   14    1624.0      130.0    1738.0      126.0      EV   \n",
+       "206101  2013      5   14    1638.0       69.0    1840.0       60.0      EV   \n",
+       "206103  2013      5   14    1640.0      101.0    1855.0       88.0      EV   \n",
+       "206143  2013      5   14    1716.0       86.0    1836.0       88.0      EV   \n",
+       "206147  2013      5   14    1721.0       86.0    1924.0       69.0      WN   \n",
+       "206174  2013      5   14    1741.0       66.0    2020.0       26.0      B6   \n",
+       "206189  2013      5   14    1755.0       93.0    1918.0      103.0      EV   \n",
+       "206191  2013      5   14    1757.0       78.0    2001.0       48.0      EV   \n",
+       "206197  2013      5   14    1800.0       91.0    2003.0      103.0      EV   \n",
+       "206210  2013      5   14    1813.0      153.0    2040.0      105.0      UA   \n",
+       "206215  2013      5   14    1819.0      264.0    2029.0      265.0      EV   \n",
+       "206216  2013      5   14    1820.0      129.0    2034.0      146.0      EV   \n",
+       "206225  2013      5   14    1824.0       75.0    2024.0       79.0      EV   \n",
+       "206244  2013      5   14    1837.0      217.0    2000.0      195.0      AA   \n",
+       "206259  2013      5   14    1855.0       70.0    2143.0       72.0      B6   \n",
+       "206335  2013      5   14    2009.0       69.0    2124.0       53.0      EV   \n",
+       "206336  2013      5   14    2012.0      127.0    2134.0      118.0      EV   \n",
+       "206362  2013      5   14    2045.0       75.0    2218.0       39.0      9E   \n",
+       "206369  2013      5   14    2054.0      106.0    2224.0       91.0      UA   \n",
+       "206390  2013      5   14    2141.0       98.0    2328.0       79.0      EV   \n",
+       "206391  2013      5   14    2144.0       64.0     107.0       29.0      UA   \n",
+       "206398  2013      5   14    2202.0       63.0    2332.0       40.0      EV   \n",
+       "206400  2013      5   14    2215.0       76.0    2320.0       62.0      EV   \n",
+       "206401  2013      5   14    2224.0      163.0       3.0      137.0      EV   \n",
+       "206531  2013      5   15     722.0       81.0     838.0       78.0      EV   \n",
+       "206687  2013      5   15     938.0      105.0    1103.0       97.0      UA   \n",
+       "206768  2013      5   15    1112.0       82.0    1312.0       73.0      EV   \n",
+       "206877  2013      5   15    1334.0       94.0    1621.0       83.0      DL   \n",
+       "206885  2013      5   15    1345.0      225.0    1501.0      204.0      UA   \n",
+       "206903  2013      5   15    1422.0       82.0    1651.0       61.0      DL   \n",
+       "206906  2013      5   15    1426.0       76.0    1544.0       81.0      EV   \n",
+       "206913  2013      5   15    1430.0       91.0    1626.0       78.0      EV   \n",
+       "206914  2013      5   15    1430.0      160.0    1552.0      167.0      MQ   \n",
+       "206915  2013      5   15    1431.0      191.0    1537.0      192.0      EV   \n",
+       "206931  2013      5   15    1443.0      107.0    1604.0       90.0      UA   \n",
+       "206940  2013      5   15    1448.0      183.0    1712.0      167.0      UA   \n",
+       "206973  2013      5   15    1518.0       88.0    1701.0       54.0      US   \n",
+       "206974  2013      5   15    1524.0       69.0    1645.0       50.0      AA   \n",
+       "206981  2013      5   15    1529.0       94.0    1726.0       87.0      EV   \n",
+       "206985  2013      5   15    1536.0      114.0    1643.0      114.0      EV   \n",
+       "206992  2013      5   15    1544.0       89.0    1644.0       79.0      EV   \n",
+       "207000  2013      5   15    1549.0       63.0    1714.0       51.0      EV   \n",
+       "207046  2013      5   15    1632.0      119.0    1816.0      107.0      EV   \n",
+       "207054  2013      5   15    1638.0       68.0    1839.0       35.0      9E   \n",
+       "207062  2013      5   15    1650.0      144.0    1943.0      134.0      B6   \n",
+       "207074  2013      5   15    1659.0       64.0    1910.0       55.0      WN   \n",
+       "207079  2013      5   15    1700.0       80.0    2002.0       67.0      UA   \n",
+       "207082  2013      5   15    1705.0       62.0    1815.0       45.0      YV   \n",
+       "207085  2013      5   15    1708.0      103.0    1858.0       91.0      EV   \n",
+       "207088  2013      5   15    1712.0       82.0    1820.0       72.0      EV   \n",
+       "207094  2013      5   15    1723.0       73.0    1833.0       42.0      9E   \n",
+       "207128  2013      5   15    1753.0       63.0    2027.0       68.0      9E   \n",
+       "207132  2013      5   15    1800.0       66.0    2030.0       62.0      EV   \n",
+       "207136  2013      5   15    1806.0       66.0    1914.0       47.0      B6   \n",
+       "207140  2013      5   15    1809.0      119.0    2018.0      113.0      EV   \n",
+       "207143  2013      5   15    1810.0       70.0    1919.0       49.0      MQ   \n",
+       "207146  2013      5   15    1811.0       71.0    1920.0       50.0      MQ   \n",
+       "207161  2013      5   15    1831.0       61.0    2044.0       64.0      EV   \n",
+       "207163  2013      5   15    1832.0       77.0    2147.0      107.0      WN   \n",
+       "207179  2013      5   15    1846.0      121.0    2004.0      111.0      B6   \n",
+       "207183  2013      5   15    1851.0      222.0    2100.0      236.0      EV   \n",
+       "207190  2013      5   15    1855.0      100.0    2011.0      102.0      B6   \n",
+       "207200  2013      5   15    1902.0       93.0    2215.0       65.0      VX   \n",
+       "207206  2013      5   15    1907.0      128.0    2052.0      129.0      EV   \n",
+       "207211  2013      5   15    1911.0       68.0    2045.0       58.0      UA   \n",
+       "207215  2013      5   15    1916.0      130.0    2124.0      137.0      EV   \n",
+       "207221  2013      5   15    1921.0       61.0    2126.0       38.0      9E   \n",
+       "207224  2013      5   15    1924.0      120.0    2125.0      116.0      EV   \n",
+       "207229  2013      5   15    1926.0       66.0    2228.0       55.0      AS   \n",
+       "207235  2013      5   15    1932.0       77.0    2144.0       57.0      UA   \n",
+       "207236  2013      5   15    1937.0      110.0    2102.0      122.0      EV   \n",
+       "207241  2013      5   15    1939.0       94.0      44.0        NaN      UA   \n",
+       "207248  2013      5   15    1947.0       77.0    2156.0       56.0      WN   \n",
+       "207251  2013      5   15    1952.0       92.0    2121.0       80.0      9E   \n",
+       "207255  2013      5   15    1953.0       98.0    2107.0       72.0      MQ   \n",
+       "207257  2013      5   15    1955.0       86.0     210.0        NaN      UA   \n",
+       "207267  2013      5   15    2002.0       77.0    2246.0       56.0      B6   \n",
+       "207268  2013      5   15    2003.0      143.0    2122.0      134.0      B6   \n",
+       "207274  2013      5   15    2011.0       71.0    2128.0       66.0      EV   \n",
+       "207279  2013      5   15    2016.0      196.0    2144.0      174.0      AA   \n",
+       "207282  2013      5   15    2018.0       83.0    2310.0       50.0      VX   \n",
+       "207291  2013      5   15    2026.0       76.0    2151.0       66.0      9E   \n",
+       "207295  2013      5   15    2030.0       65.0    2214.0       45.0      9E   \n",
+       "207297  2013      5   15    2034.0       64.0    2220.0       41.0      9E   \n",
+       "207299  2013      5   15    2036.0       67.0      56.0        NaN      AA   \n",
+       "207306  2013      5   15    2043.0      103.0    2206.0       95.0      EV   \n",
+       "207311  2013      5   15    2049.0       79.0    2212.0       82.0      EV   \n",
+       "207325  2013      5   15    2107.0       97.0    2354.0       84.0      AA   \n",
+       "207327  2013      5   15    2114.0      103.0    2352.0       96.0      EV   \n",
+       "207329  2013      5   15    2119.0       96.0    2239.0       99.0      EV   \n",
+       "207342  2013      5   15    2141.0      100.0      48.0       88.0      VX   \n",
+       "207343  2013      5   15    2150.0       70.0     119.0       41.0      UA   \n",
+       "207348  2013      5   15    2155.0       85.0      50.0       54.0      B6   \n",
+       "207350  2013      5   15    2204.0       79.0      22.0       69.0      EV   \n",
+       "207357  2013      5   15    2219.0       84.0    2336.0       81.0      MQ   \n",
+       "207359  2013      5   15    2229.0       90.0       7.0       75.0      EV   \n",
+       "207362  2013      5   15    2237.0       77.0      44.0       46.0      B6   \n",
+       "207367  2013      5   15    2300.0       61.0       8.0       55.0      EV   \n",
+       "207387  2013      5   16       8.0      161.0     159.0      142.0      EV   \n",
+       "207388  2013      5   16      13.0      148.0     255.0      110.0      AA   \n",
+       "207698  2013      5   16    1015.0       75.0    1240.0       72.0      EV   \n",
+       "207760  2013      5   16    1146.0       71.0    1340.0       65.0      MQ   \n",
+       "207782  2013      5   16    1207.0      197.0    1322.0      188.0      9E   \n",
+       "207798  2013      5   16    1235.0      190.0    1359.0      169.0      AA   \n",
+       "207834  2013      5   16    1308.0      137.0    1610.0      125.0      DL   \n",
+       "207847  2013      5   16    1328.0       65.0    1505.0       59.0      EV   \n",
+       "207859  2013      5   16    1346.0       71.0    1446.0       55.0      EV   \n",
+       "207876  2013      5   16    1405.0       64.0    1512.0       49.0      EV   \n",
+       "207883  2013      5   16    1415.0      246.0    1657.0      229.0      UA   \n",
+       "207930  2013      5   16    1502.0       63.0    1626.0       66.0      EV   \n",
+       "207954  2013      5   16    1533.0       78.0    1805.0       92.0      DL   \n",
+       "207965  2013      5   16    1542.0      120.0    1657.0      128.0      EV   \n",
+       "207972  2013      5   16    1549.0       79.0    1803.0       83.0      EV   \n",
+       "207973  2013      5   16    1549.0       63.0    1734.0       71.0      EV   \n",
+       "207985  2013      5   16    1557.0       84.0    1805.0       96.0      EV   \n",
+       "207990  2013      5   16    1600.0       75.0    1712.0       60.0      9E   \n",
+       "207994  2013      5   16    1601.0      161.0    1845.0      201.0      EV   \n",
+       "208017  2013      5   16    1623.0      203.0    1921.0      186.0      VX   \n",
+       "208026  2013      5   16    1630.0       81.0    1833.0       89.0      EV   \n",
+       "208033  2013      5   16    1638.0      149.0    1756.0      159.0      B6   \n",
+       "208036  2013      5   16    1639.0      100.0    1916.0      109.0      EV   \n",
+       "208037  2013      5   16    1639.0      100.0    1852.0      110.0      EV   \n",
+       "208039  2013      5   16    1640.0      109.0    1806.0      121.0      EV   \n",
+       "208040  2013      5   16    1640.0       70.0    1957.0       86.0      DL   \n",
+       "208042  2013      5   16    1647.0       82.0    1846.0       79.0      EV   \n",
+       "208047  2013      5   16    1651.0       66.0    1959.0       58.0      DL   \n",
+       "208063  2013      5   16    1701.0      126.0    1915.0      146.0      EV   \n",
+       "208067  2013      5   16    1706.0      105.0    1839.0       94.0      EV   \n",
+       "208079  2013      5   16    1715.0       80.0    1942.0       87.0      WN   \n",
+       "208082  2013      5   16    1720.0       65.0    2000.0       80.0      MQ   \n",
+       "208084  2013      5   16    1721.0       70.0    1917.0       69.0      EV   \n",
+       "208108  2013      5   16    1734.0       65.0    1926.0       66.0      EV   \n",
+       "208114  2013      5   16    1745.0      135.0    2203.0      178.0      AA   \n",
+       "208126  2013      5   16    1757.0       82.0    1935.0       81.0      EV   \n",
+       "208145  2013      5   16    1813.0       74.0    2106.0       67.0      AA   \n",
+       "208147  2013      5   16    1814.0      109.0    2039.0      125.0      EV   \n",
+       "208153  2013      5   16    1818.0       63.0    2131.0       50.0      DL   \n",
+       "208190  2013      5   16    1854.0      124.0    2058.0      117.0      9E   \n",
+       "208195  2013      5   16    1856.0      166.0    2116.0      171.0      EV   \n",
+       "208203  2013      5   16    1901.0      215.0    2108.0      223.0      EV   \n",
+       "208204  2013      5   16    1901.0       61.0    2026.0       51.0      WN   \n",
+       "208209  2013      5   16    1906.0      164.0    2021.0      166.0      EV   \n",
+       "208215  2013      5   16    1911.0      107.0    2123.0      114.0      EV   \n",
+       "208226  2013      5   16    1923.0       96.0    2032.0       92.0      EV   \n",
+       "208247  2013      5   16    1942.0      102.0    2246.0       98.0      UA   \n",
+       "208254  2013      5   16    1949.0       69.0    2156.0       66.0      EV   \n",
+       "208270  2013      5   16    2001.0       66.0    2229.0       99.0      MQ   \n",
+       "208275  2013      5   16    2013.0       74.0    2159.0       25.0      9E   \n",
+       "208279  2013      5   16    2020.0       80.0    2143.0       81.0      EV   \n",
+       "208281  2013      5   16    2022.0       82.0    2152.0       81.0      EV   \n",
+       "208291  2013      5   16    2040.0       65.0    2300.0       80.0      EV   \n",
+       "208302  2013      5   16    2052.0      136.0    2208.0      113.0      B6   \n",
+       "208304  2013      5   16    2053.0       83.0    2155.0       65.0      EV   \n",
+       "208305  2013      5   16    2053.0      126.0    2233.0      119.0      9E   \n",
+       "208313  2013      5   16    2104.0       93.0    2348.0       92.0      EV   \n",
+       "208326  2013      5   16    2122.0       67.0    2326.0       66.0      EV   \n",
+       "208340  2013      5   16    2155.0       90.0    2340.0       74.0      EV   \n",
+       "208343  2013      5   16    2202.0       62.0    2350.0       57.0      EV   \n",
+       "208345  2013      5   16    2213.0       71.0    2324.0       57.0      EV   \n",
+       "208346  2013      5   16    2214.0      134.0    2307.0      115.0      EV   \n",
+       "208347  2013      5   16    2216.0       61.0    2352.0       42.0      MQ   \n",
+       "208353  2013      5   16    2233.0      533.0      59.0      499.0      AA   \n",
+       "208358  2013      5   16    2245.0      162.0      40.0      146.0      EV   \n",
+       "208360  2013      5   16    2250.0      111.0    2346.0       88.0      EV   \n",
+       "208362  2013      5   16    2255.0       77.0    2351.0       68.0      EV   \n",
+       "208363  2013      5   16    2303.0      203.0     146.0      174.0      DL   \n",
+       "208364  2013      5   16    2344.0      165.0     125.0      149.0      EV   \n",
+       "208365  2013      5   16    2348.0      180.0     109.0      162.0      EV   \n",
+       "208488  2013      5   17     734.0       70.0     913.0       46.0      EV   \n",
+       "208563  2013      5   17     829.0       84.0    1044.0       75.0      EV   \n",
+       "208565  2013      5   17     830.0       85.0    1045.0       73.0      B6   \n",
+       "208581  2013      5   17     847.0       82.0    1116.0       68.0      UA   \n",
+       "208606  2013      5   17     859.0      179.0    1038.0      193.0      UA   \n",
+       "208615  2013      5   17     910.0       64.0    1125.0       82.0      EV   \n",
+       "208637  2013      5   17     937.0       77.0    1244.0       48.0      UA   \n",
+       "208643  2013      5   17     947.0       73.0    1056.0       52.0      EV   \n",
+       "208721  2013      5   17    1122.0       78.0    1302.0       62.0      EV   \n",
+       "208722  2013      5   17    1123.0      163.0    1241.0      149.0      9E   \n",
+       "208734  2013      5   17    1136.0      138.0    1407.0      123.0      B6   \n",
+       "208743  2013      5   17    1151.0      106.0    1337.0      126.0      EV   \n",
+       "208749  2013      5   17    1154.0      119.0    1334.0      115.0      EV   \n",
+       "208787  2013      5   17    1249.0       84.0    1439.0       78.0      EV   \n",
+       "208816  2013      5   17    1317.0      138.0    1549.0      129.0      UA   \n",
+       "208821  2013      5   17    1323.0       63.0    1513.0       58.0      EV   \n",
+       "208827  2013      5   17    1328.0       89.0    1627.0       88.0      DL   \n",
+       "208841  2013      5   17    1345.0       82.0    1526.0       80.0      EV   \n",
+       "208860  2013      5   17    1402.0       77.0    1544.0       49.0      EV   \n",
+       "208871  2013      5   17    1411.0       66.0    1556.0       61.0      MQ   \n",
+       "208873  2013      5   17    1416.0       86.0    1535.0       87.0      EV   \n",
+       "208954  2013      5   17    1539.0       84.0    1808.0      118.0      MQ   \n",
+       "208988  2013      5   17    1601.0       70.0    1707.0       62.0      EV   \n",
+       "209034  2013      5   17    1653.0       63.0    2027.0       80.0      DL   \n",
+       "209054  2013      5   17    1701.0       76.0    1944.0       34.0      AA   \n",
+       "209082  2013      5   17    1728.0       88.0    1845.0       85.0      AA   \n",
+       "209089  2013      5   17    1731.0       62.0    1912.0       52.0      EV   \n",
+       "209128  2013      5   17    1812.0       92.0    2050.0       54.0      B6   \n",
+       "209129  2013      5   17    1812.0      202.0    1959.0      204.0      MQ   \n",
+       "209178  2013      5   17    1859.0       89.0    2131.0       95.0      F9   \n",
+       "209209  2013      5   17    1923.0       68.0    2109.0       74.0      MQ   \n",
+       "209221  2013      5   17    1930.0       65.0    2245.0       55.0      UA   \n",
+       "209243  2013      5   17    1953.0       68.0    2230.0       34.0      DL   \n",
+       "209244  2013      5   17    1954.0      174.0    2233.0      142.0      DL   \n",
+       "209254  2013      5   17    2000.0      215.0    2224.0      230.0      EV   \n",
+       "209259  2013      5   17    2007.0       67.0    2137.0       75.0      EV   \n",
+       "209299  2013      5   17    2110.0       90.0      11.0       79.0      DL   \n",
+       "209302  2013      5   17    2111.0       71.0    2212.0       60.0      EV   \n",
+       "209306  2013      5   17    2113.0      494.0    2345.0      495.0      DL   \n",
+       "209316  2013      5   17    2129.0       74.0    2331.0       71.0      EV   \n",
+       "209318  2013      5   17    2144.0       63.0      47.0       31.0      UA   \n",
+       "209319  2013      5   17    2146.0       66.0    2359.0       77.0      EV   \n",
+       "209326  2013      5   17    2204.0       64.0    2355.0       62.0      EV   \n",
+       "209331  2013      5   17    2215.0      155.0    2346.0      136.0      MQ   \n",
+       "209333  2013      5   17    2220.0      112.0      54.0       80.0      UA   \n",
+       "209334  2013      5   17    2227.0       88.0      14.0       78.0      EV   \n",
+       "209342  2013      5   17    2249.0       82.0      39.0       62.0      EV   \n",
+       "209345  2013      5   17    2312.0      103.0     106.0       70.0      UA   \n",
+       "209346  2013      5   17    2324.0      129.0     100.0      110.0      MQ   \n",
+       "209502  2013      5   18     826.0      136.0    1130.0      144.0      B6   \n",
+       "209636  2013      5   18    1137.0      222.0    1256.0      216.0      MQ   \n",
+       "209662  2013      5   18    1206.0       96.0    1332.0       82.0      AA   \n",
+       "209673  2013      5   18    1228.0      238.0    1339.0      207.0      9E   \n",
+       "209677  2013      5   18    1236.0       82.0    1458.0       69.0      B6   \n",
+       "209682  2013      5   18    1245.0      170.0    1532.0      142.0      AA   \n",
+       "209725  2013      5   18    1338.0       93.0    1602.0       97.0      MQ   \n",
+       "209816  2013      5   18    1528.0       90.0    1815.0       71.0      B6   \n",
+       "209823  2013      5   18    1534.0      288.0    1639.0      259.0      UA   \n",
+       "209825  2013      5   18    1539.0      101.0    1823.0       71.0      DL   \n",
+       "209946  2013      5   18    1743.0      118.0    1934.0      109.0      MQ   \n",
+       "209949  2013      5   18    1746.0       86.0    2035.0       99.0      US   \n",
+       "209950  2013      5   18    1749.0      114.0    1841.0       86.0      MQ   \n",
+       "209955  2013      5   18    1805.0       75.0    1948.0       48.0      9E   \n",
+       "209957  2013      5   18    1809.0      369.0    2034.0      362.0      DL   \n",
+       "210002  2013      5   18    1904.0       64.0    2155.0       40.0      DL   \n",
+       "210020  2013      5   18    1919.0      170.0    2158.0      146.0      UA   \n",
+       "210040  2013      5   18    1940.0       80.0    2206.0       80.0      9E   \n",
+       "210049  2013      5   18    2000.0      145.0    2257.0      112.0      AA   \n",
+       "210059  2013      5   18    2020.0       65.0    2241.0       11.0      UA   \n",
+       "210078  2013      5   18    2100.0       85.0    2335.0       51.0      UA   \n",
+       "210080  2013      5   18    2110.0       70.0       1.0       20.0      UA   \n",
+       "210099  2013      5   19       3.0      203.0     111.0      191.0      MQ   \n",
+       "210100  2013      5   19      15.0      136.0      57.0      115.0      EV   \n",
+       "210101  2013      5   19      20.0      210.0     152.0      203.0      EV   \n",
+       "210103  2013      5   19      44.0      139.0     148.0      131.0      EV   \n",
+       "210105  2013      5   19     241.0      401.0     355.0      385.0      DL   \n",
+       "210174  2013      5   19     713.0      853.0    1007.0      852.0      AA   \n",
+       "210292  2013      5   19     904.0       74.0    1300.0       65.0      AA   \n",
+       "210406  2013      5   19    1144.0       94.0    1248.0       83.0      MQ   \n",
+       "210424  2013      5   19    1204.0       95.0    1440.0       66.0      UA   \n",
+       "210434  2013      5   19    1218.0       78.0    1343.0       93.0      MQ   \n",
+       "210446  2013      5   19    1236.0      101.0    1358.0       89.0      UA   \n",
+       "210455  2013      5   19    1250.0       65.0    1456.0       56.0      DL   \n",
+       "210475  2013      5   19    1312.0      107.0    1435.0       90.0      AA   \n",
+       "210479  2013      5   19    1315.0       99.0    1542.0      121.0      DL   \n",
+       "210488  2013      5   19    1323.0       64.0    1517.0       64.0      EV   \n",
+       "210501  2013      5   19    1343.0      163.0    1524.0      137.0      DL   \n",
+       "210514  2013      5   19    1359.0      139.0    1648.0      113.0      AA   \n",
+       "210526  2013      5   19    1411.0       66.0    1513.0       63.0      EV   \n",
+       "210531  2013      5   19    1418.0       63.0    1739.0      121.0      FL   \n",
+       "210593  2013      5   19    1524.0       85.0    1827.0      117.0      DL   \n",
+       "210602  2013      5   19    1533.0       63.0    1948.0        NaN      EV   \n",
+       "210606  2013      5   19    1544.0      106.0    1833.0       78.0      DL   \n",
+       "210617  2013      5   19    1553.0       83.0    1742.0       62.0      EV   \n",
+       "210625  2013      5   19    1559.0       74.0    1756.0      104.0      9E   \n",
+       "210626  2013      5   19    1600.0      135.0    1746.0      169.0      9E   \n",
+       "210638  2013      5   19    1608.0       80.0    1710.0       68.0      EV   \n",
+       "210645  2013      5   19    1613.0       98.0    1803.0       92.0      EV   \n",
+       "210647  2013      5   19    1616.0      107.0    1749.0      109.0      FL   \n",
+       "210652  2013      5   19    1618.0       88.0    1754.0       72.0      EV   \n",
+       "210655  2013      5   19    1625.0       90.0    1831.0      102.0      EV   \n",
+       "210663  2013      5   19    1636.0       71.0    1738.0       63.0      EV   \n",
+       "210669  2013      5   19    1640.0       75.0    1842.0       78.0      EV   \n",
+       "210673  2013      5   19    1646.0      167.0    1930.0      179.0      DL   \n",
+       "210677  2013      5   19    1650.0       65.0    1943.0       80.0      DL   \n",
+       "210697  2013      5   19    1712.0      112.0    1959.0      134.0      MQ   \n",
+       "210701  2013      5   19    1715.0       75.0    1848.0       88.0      AA   \n",
+       "210702  2013      5   19    1717.0       77.0    2012.0       95.0      DL   \n",
+       "210703  2013      5   19    1717.0       77.0    1953.0       80.0      9E   \n",
+       "210705  2013      5   19    1719.0      109.0    1900.0      110.0      EV   \n",
+       "210712  2013      5   19    1723.0       78.0    1906.0       70.0      EV   \n",
+       "210714  2013      5   19    1726.0       78.0    1951.0       96.0      9E   \n",
+       "210716  2013      5   19    1729.0      104.0    1935.0       93.0      DL   \n",
+       "210717  2013      5   19    1730.0       70.0    2036.0      100.0      US   \n",
+       "210719  2013      5   19    1731.0       69.0    1837.0       62.0      EV   \n",
+       "210728  2013      5   19    1742.0       77.0    1926.0       51.0      DL   \n",
+       "210731  2013      5   19    1745.0       70.0    1902.0       68.0      EV   \n",
+       "210734  2013      5   19    1746.0       76.0    2002.0       83.0      EV   \n",
+       "210736  2013      5   19    1747.0       62.0    1924.0       71.0      B6   \n",
+       "210744  2013      5   19    1759.0       89.0    2100.0      100.0      DL   \n",
+       "210751  2013      5   19    1805.0       66.0    2012.0       72.0      EV   \n",
+       "210752  2013      5   19    1805.0       65.0    2037.0       86.0      B6   \n",
+       "210755  2013      5   19    1812.0      117.0    2039.0      119.0      MQ   \n",
+       "210759  2013      5   19    1817.0       77.0    2053.0       74.0      DL   \n",
+       "210760  2013      5   19    1817.0       67.0    1954.0       57.0      EV   \n",
+       "210763  2013      5   19    1819.0      139.0    2018.0      150.0      9E   \n",
+       "210767  2013      5   19    1823.0       68.0    2121.0       81.0      WN   \n",
+       "210769  2013      5   19    1824.0       84.0    2017.0      107.0      MQ   \n",
+       "210772  2013      5   19    1825.0      135.0    1952.0      123.0      EV   \n",
+       "210773  2013      5   19    1825.0       85.0    2008.0       98.0      MQ   \n",
+       "210776  2013      5   19    1830.0       90.0    2043.0      128.0      MQ   \n",
+       "210777  2013      5   19    1831.0      156.0    2020.0      151.0      B6   \n",
+       "210778  2013      5   19    1832.0       62.0    2019.0       44.0      DL   \n",
+       "210783  2013      5   19    1835.0       95.0    2026.0      119.0      B6   \n",
+       "210787  2013      5   19    1840.0       90.0    2101.0       87.0      DL   \n",
+       "210792  2013      5   19    1844.0       79.0    2205.0      105.0      AA   \n",
+       "210794  2013      5   19    1846.0      106.0    2028.0      116.0      B6   \n",
+       "210796  2013      5   19    1850.0       75.0    2044.0       80.0      US   \n",
+       "210798  2013      5   19    1852.0      137.0    2033.0      139.0      EV   \n",
+       "210803  2013      5   19    1858.0      103.0    2030.0      121.0      B6   \n",
+       "210808  2013      5   19    1902.0       77.0    2131.0       48.0      DL   \n",
+       "210809  2013      5   19    1902.0       87.0    2222.0       77.0      AA   \n",
+       "210814  2013      5   19    1905.0       96.0    2100.0       99.0      EV   \n",
+       "210815  2013      5   19    1908.0       73.0    2205.0       50.0      DL   \n",
+       "210818  2013      5   19    1909.0       82.0    2034.0       94.0      EV   \n",
+       "210824  2013      5   19    1918.0      135.0    2123.0      144.0      EV   \n",
+       "210828  2013      5   19    1922.0      152.0    2053.0      157.0      EV   \n",
+       "210831  2013      5   19    1925.0       85.0    2058.0       83.0      WN   \n",
+       "210837  2013      5   19    1929.0      119.0    2155.0      157.0      B6   \n",
+       "210840  2013      5   19    1931.0       91.0    2314.0       94.0      AA   \n",
+       "210841  2013      5   19    1931.0       61.0    2329.0      101.0      UA   \n",
+       "210845  2013      5   19    1932.0       62.0    2327.0      104.0      UA   \n",
+       "210849  2013      5   19    1939.0       79.0    2121.0       80.0      9E   \n",
+       "210851  2013      5   19    1943.0       88.0    2217.0       94.0      DL   \n",
+       "210863  2013      5   19    1956.0       66.0       4.0       81.0      VX   \n",
+       "210864  2013      5   19    1957.0       96.0    2145.0       64.0      DL   \n",
+       "210865  2013      5   19    1958.0       73.0    2317.0       81.0      DL   \n",
+       "210866  2013      5   19    1959.0      189.0    2221.0      182.0      9E   \n",
+       "210870  2013      5   19    2001.0       66.0    2358.0       98.0      VX   \n",
+       "210873  2013      5   19    2005.0       65.0       6.0       75.0      DL   \n",
+       "210875  2013      5   19    2006.0      146.0    2206.0      143.0      YV   \n",
+       "210877  2013      5   19    2008.0      113.0    2148.0      113.0      MQ   \n",
+       "210878  2013      5   19    2009.0      164.0    2335.0      175.0      AA   \n",
+       "210879  2013      5   19    2009.0      107.0    2322.0      143.0      UA   \n",
+       "210892  2013      5   19    2023.0       68.0    2332.0       98.0      DL   \n",
+       "210893  2013      5   19    2025.0       80.0    2301.0       77.0      DL   \n",
+       "210894  2013      5   19    2026.0       87.0    2257.0       83.0      9E   \n",
+       "210895  2013      5   19    2027.0      152.0    2231.0      133.0      FL   \n",
+       "210896  2013      5   19    2031.0      136.0    2303.0      144.0      9E   \n",
+       "210897  2013      5   19    2031.0      121.0      53.0      173.0      UA   \n",
+       "210898  2013      5   19    2032.0      112.0    2235.0      105.0      EV   \n",
+       "210900  2013      5   19    2035.0       97.0    2329.0      109.0      UA   \n",
+       "210901  2013      5   19    2036.0       96.0    2301.0       86.0      DL   \n",
+       "210903  2013      5   19    2037.0       97.0    2349.0      110.0      DL   \n",
+       "210906  2013      5   19    2039.0       80.0    2340.0       80.0      B6   \n",
+       "210907  2013      5   19    2040.0      101.0    2316.0      114.0      FL   \n",
+       "210908  2013      5   19    2041.0       61.0    2338.0       55.0      DL   \n",
+       "210909  2013      5   19    2045.0       74.0    2328.0       76.0      EV   \n",
+       "210912  2013      5   19    2047.0       72.0    2309.0       89.0      EV   \n",
+       "210914  2013      5   19    2052.0       87.0    2256.0       87.0      9E   \n",
+       "210919  2013      5   19    2056.0      111.0    2313.0      101.0      9E   \n",
+       "210922  2013      5   19    2101.0      134.0    2251.0      137.0      9E   \n",
+       "210924  2013      5   19    2102.0       87.0    2300.0       99.0      9E   \n",
+       "210925  2013      5   19    2102.0       77.0    2354.0       54.0      AA   \n",
+       "210927  2013      5   19    2105.0       65.0    2215.0       56.0      US   \n",
+       "210930  2013      5   19    2110.0       70.0    2332.0       90.0      EV   \n",
+       "210931  2013      5   19    2110.0       70.0      47.0       78.0      UA   \n",
+       "210932  2013      5   19    2111.0      206.0       6.0      215.0      B6   \n",
+       "210933  2013      5   19    2112.0       77.0    2236.0       57.0      EV   \n",
+       "210934  2013      5   19    2113.0       98.0    2339.0      100.0      EV   \n",
+       "210936  2013      5   19    2123.0       68.0     124.0       86.0      B6   \n",
+       "210939  2013      5   19    2125.0       85.0    2242.0       90.0      EV   \n",
+       "210940  2013      5   19    2128.0       75.0      34.0       72.0      UA   \n",
+       "210941  2013      5   19    2128.0       82.0      26.0       97.0      UA   \n",
+       "210942  2013      5   19    2128.0       63.0      58.0       78.0      UA   \n",
+       "210945  2013      5   19    2133.0      123.0    2344.0      125.0      9E   \n",
+       "210946  2013      5   19    2134.0      129.0    2347.0      129.0      9E   \n",
+       "210949  2013      5   19    2138.0       83.0    2332.0      113.0      B6   \n",
+       "210950  2013      5   19    2140.0       70.0    2344.0       87.0      B6   \n",
+       "210952  2013      5   19    2141.0      131.0    2326.0      156.0      EV   \n",
+       "210953  2013      5   19    2142.0      107.0      24.0       91.0      9E   \n",
+       "210954  2013      5   19    2147.0      127.0    2350.0      140.0      MQ   \n",
+       "210955  2013      5   19    2148.0       98.0       9.0      107.0      EV   \n",
+       "210956  2013      5   19    2150.0       85.0     108.0      103.0      DL   \n",
+       "210957  2013      5   19    2150.0       80.0    2324.0       94.0      WN   \n",
+       "210958  2013      5   19    2151.0       66.0      49.0       96.0      B6   \n",
+       "210959  2013      5   19    2153.0       66.0    2326.0       51.0      9E   \n",
+       "210961  2013      5   19    2155.0      205.0    2331.0      231.0      MQ   \n",
+       "210963  2013      5   19    2157.0       72.0    2325.0       86.0      B6   \n",
+       "210964  2013      5   19    2201.0      121.0    2337.0      127.0      UA   \n",
+       "210965  2013      5   19    2204.0       94.0      16.0      109.0      EV   \n",
+       "210966  2013      5   19    2207.0       75.0     155.0       85.0      UA   \n",
+       "210969  2013      5   19    2211.0       72.0     137.0       67.0      UA   \n",
+       "210970  2013      5   19    2213.0       78.0     118.0       79.0      UA   \n",
+       "210972  2013      5   19    2214.0      100.0       7.0      114.0      EV   \n",
+       "210974  2013      5   19    2216.0       77.0      38.0      102.0      EV   \n",
+       "210978  2013      5   19    2221.0       81.0      28.0       61.0      DL   \n",
+       "210979  2013      5   19    2230.0       65.0      56.0       81.0      EV   \n",
+       "210980  2013      5   19    2232.0       77.0      20.0       70.0      MQ   \n",
+       "210981  2013      5   19    2234.0       95.0       7.0      108.0      UA   \n",
+       "210982  2013      5   19    2238.0       78.0     116.0       78.0      B6   \n",
+       "210984  2013      5   19    2240.0      160.0     127.0      170.0      DL   \n",
+       "210985  2013      5   19    2242.0       92.0       8.0       83.0      B6   \n",
+       "210986  2013      5   19    2243.0       84.0       2.0       84.0      EV   \n",
+       "210987  2013      5   19    2244.0      104.0     208.0       98.0      DL   \n",
+       "210990  2013      5   19    2248.0       78.0      29.0      102.0      EV   \n",
+       "210991  2013      5   19    2251.0      112.0     105.0      134.0      EV   \n",
+       "210992  2013      5   19    2259.0       89.0     157.0       95.0      B6   \n",
+       "210995  2013      5   19    2310.0       71.0      59.0       75.0      B6   \n",
+       "210996  2013      5   19    2312.0      137.0      13.0      108.0      WN   \n",
+       "210999  2013      5   19    2328.0      118.0      25.0      105.0      EV   \n",
+       "211009  2013      5   20      21.0      198.0     308.0      150.0      UA   \n",
+       "211010  2013      5   20      37.0      193.0     216.0      191.0      EV   \n",
+       "211011  2013      5   20      40.0      135.0     203.0      146.0      EV   \n",
+       "211012  2013      5   20      43.0      198.0     138.0      183.0      MQ   \n",
+       "211013  2013      5   20     106.0       67.0     445.0       55.0      B6   \n",
+       "211128  2013      5   20     727.0       87.0     840.0       89.0      EV   \n",
+       "211149  2013      5   20     746.0       61.0     914.0       33.0      US   \n",
+       "211207  2013      5   20     831.0       91.0    1141.0       94.0      DL   \n",
+       "211285  2013      5   20     953.0      100.0    1049.0       86.0      EV   \n",
+       "211319  2013      5   20    1027.0       77.0    1201.0       51.0      MQ   \n",
+       "211325  2013      5   20    1033.0      147.0    1210.0      127.0      EV   \n",
+       "211341  2013      5   20    1057.0       77.0    1215.0       47.0      EV   \n",
+       "211345  2013      5   20    1101.0      146.0    1248.0      148.0      MQ   \n",
+       "211349  2013      5   20    1105.0       62.0    1314.0       62.0      EV   \n",
+       "211350  2013      5   20    1106.0       62.0    1327.0       72.0      DL   \n",
+       "211354  2013      5   20    1114.0      309.0    1240.0      305.0      MQ   \n",
+       "211366  2013      5   20    1132.0       62.0    1258.0       48.0      AA   \n",
+       "211368  2013      5   20    1140.0       95.0    1248.0       77.0      EV   \n",
+       "211369  2013      5   20    1140.0      105.0    1244.0       94.0      MQ   \n",
+       "211396  2013      5   20    1215.0       75.0    1358.0       55.0      EV   \n",
+       "211415  2013      5   20    1235.0       95.0    1345.0       93.0      US   \n",
+       "211445  2013      5   20    1311.0       71.0    1449.0       64.0      MQ   \n",
+       "211446  2013      5   20    1312.0       81.0    1526.0       72.0      FL   \n",
+       "211449  2013      5   20    1317.0      112.0    1500.0       99.0      EV   \n",
+       "211467  2013      5   20    1338.0       88.0    1519.0       84.0      MQ   \n",
+       "211475  2013      5   20    1353.0       73.0    1445.0       30.0      WN   \n",
+       "211495  2013      5   20    1413.0       83.0    1523.0       75.0      EV   \n",
+       "211497  2013      5   20    1419.0       79.0    1633.0       74.0      EV   \n",
+       "211503  2013      5   20    1423.0       68.0    1741.0       85.0      B6   \n",
+       "211513  2013      5   20    1434.0       65.0    1642.0       76.0      9E   \n",
+       "211523  2013      5   20    1445.0       90.0    1657.0       79.0      FL   \n",
+       "211532  2013      5   20    1451.0       66.0    1548.0       51.0      9E   \n",
+       "211534  2013      5   20    1451.0       66.0    1631.0       61.0      MQ   \n",
+       "211553  2013      5   20    1500.0      110.0    1642.0       92.0      MQ   \n",
+       "211563  2013      5   20    1520.0       81.0    1709.0       71.0      EV   \n",
+       "211567  2013      5   20    1524.0       85.0    1713.0       79.0      MQ   \n",
+       "211572  2013      5   20    1531.0       71.0    1633.0       55.0      EV   \n",
+       "211575  2013      5   20    1536.0       66.0    1645.0       44.0      FL   \n",
+       "211605  2013      5   20    1557.0       72.0    1738.0       47.0      DL   \n",
+       "211607  2013      5   20    1558.0       78.0    1832.0      107.0      DL   \n",
+       "211617  2013      5   20    1606.0       66.0    1726.0       48.0      UA   \n",
+       "211624  2013      5   20    1614.0      104.0    1726.0       91.0      EV   \n",
+       "211625  2013      5   20    1615.0       95.0    1823.0      113.0      MQ   \n",
+       "211630  2013      5   20    1619.0       64.0    1921.0       75.0      DL   \n",
+       "211633  2013      5   20    1620.0       62.0    1830.0       52.0      UA   \n",
+       "211645  2013      5   20    1631.0       61.0    1848.0       44.0      9E   \n",
+       "211656  2013      5   20    1643.0       78.0    1846.0       76.0      MQ   \n",
+       "211663  2013      5   20    1649.0       79.0    1928.0       51.0      9E   \n",
+       "211668  2013      5   20    1654.0       79.0    1900.0       60.0      MQ   \n",
+       "211681  2013      5   20    1659.0       69.0    1838.0       48.0      UA   \n",
+       "211689  2013      5   20    1704.0       61.0    1827.0       57.0      YV   \n",
+       "211692  2013      5   20    1706.0       66.0    1906.0       33.0      9E   \n",
+       "211704  2013      5   20    1717.0       62.0    2017.0       97.0      MQ   \n",
+       "211733  2013      5   20    1745.0      170.0    2233.0      272.0      B6   \n",
+       "211734  2013      5   20    1750.0       70.0    1935.0       50.0      MQ   \n",
+       "211741  2013      5   20    1758.0       89.0    2101.0       94.0      B6   \n",
+       "211743  2013      5   20    1759.0       90.0    1949.0       95.0      MQ   \n",
+       "211747  2013      5   20    1804.0       94.0    2035.0      102.0      FL   \n",
+       "211749  2013      5   20    1807.0      157.0    2104.0      153.0      DL   \n",
+       "211758  2013      5   20    1815.0      125.0    2122.0      131.0      B6   \n",
+       "211778  2013      5   20    1831.0      211.0    2048.0      206.0      EV   \n",
+       "211793  2013      5   20    1844.0      154.0    2056.0      151.0      EV   \n",
+       "211806  2013      5   20    1859.0       90.0    2208.0      100.0      UA   \n",
+       "211811  2013      5   20    1901.0       76.0    2151.0       90.0      DL   \n",
+       "211817  2013      5   20    1905.0      215.0    2214.0      189.0      AA   \n",
+       "211825  2013      5   20    1910.0       90.0    2041.0       66.0      WN   \n",
+       "211834  2013      5   20    1924.0       89.0    2042.0       72.0      WN   \n",
+       "211845  2013      5   20    1934.0       65.0    2126.0       51.0      DL   \n",
+       "211851  2013      5   20    1938.0       99.0    2227.0       98.0      B6   \n",
+       "211853  2013      5   20    1941.0      131.0    2201.0      125.0      F9   \n",
+       "211855  2013      5   20    1943.0      124.0    2207.0      125.0      FL   \n",
+       "211861  2013      5   20    1947.0       97.0    2123.0       83.0      MQ   \n",
+       "211862  2013      5   20    1949.0      114.0    2123.0      113.0      MQ   \n",
+       "211877  2013      5   20    2006.0      139.0    2142.0      162.0      EV   \n",
+       "211882  2013      5   20    2011.0       72.0    2148.0       49.0      9E   \n",
+       "211885  2013      5   20    2013.0       68.0    2214.0       42.0      9E   \n",
+       "211899  2013      5   20    2028.0       63.0    2136.0       31.0      WN   \n",
+       "211900  2013      5   20    2034.0       95.0    2252.0       90.0      FL   \n",
+       "211912  2013      5   20    2046.0       81.0     152.0        NaN      DL   \n",
+       "211914  2013      5   20    2048.0      138.0    2210.0      120.0      MQ   \n",
+       "211918  2013      5   20    2051.0       61.0    2359.0       34.0      UA   \n",
+       "211921  2013      5   20    2054.0      114.0    2220.0      103.0      UA   \n",
+       "211922  2013      5   20    2055.0       80.0    2310.0       90.0      EV   \n",
+       "211923  2013      5   20    2056.0       86.0    2325.0       55.0      AA   \n",
+       "211926  2013      5   20    2059.0      104.0    2240.0       88.0      EV   \n",
+       "211927  2013      5   20    2100.0       69.0      26.0       87.0      UA   \n",
+       "211929  2013      5   20    2106.0       66.0    2225.0       55.0      DL   \n",
+       "211935  2013      5   20    2115.0       80.0    2326.0       33.0      9E   \n",
+       "211937  2013      5   20    2116.0      107.0    2243.0       94.0      MQ   \n",
+       "211941  2013      5   20    2124.0       89.0    2248.0       69.0      EV   \n",
+       "211944  2013      5   20    2129.0       64.0    2340.0       74.0      EV   \n",
+       "211947  2013      5   20    2132.0      117.0      38.0      119.0      B6   \n",
+       "211951  2013      5   20    2137.0       78.0       5.0       76.0      B6   \n",
+       "211952  2013      5   20    2139.0       84.0    2330.0       50.0      9E   \n",
+       "211960  2013      5   20    2203.0      140.0    2328.0      148.0      EV   \n",
+       "211965  2013      5   20    2226.0       86.0     105.0       87.0      B6   \n",
+       "211966  2013      5   20    2228.0       89.0      24.0       88.0      EV   \n",
+       "211967  2013      5   20    2233.0       88.0      14.0       69.0      MQ   \n",
+       "211969  2013      5   20    2244.0      169.0    2338.0      150.0      EV   \n",
+       "211972  2013      5   20    2249.0      234.0      29.0      219.0      MQ   \n",
+       "211975  2013      5   20    2253.0       83.0     137.0       80.0      B6   \n",
+       "211978  2013      5   20    2312.0      222.0      35.0      176.0      9E   \n",
+       "211979  2013      5   20    2342.0      133.0      35.0      116.0      EV   \n",
+       "211992  2013      5   21     110.0      145.0     215.0      134.0      B6   \n",
+       "212228  2013      5   21     907.0       72.0    1123.0       79.0      9E   \n",
+       "212271  2013      5   21     956.0      121.0    1150.0      105.0      9E   \n",
+       "212280  2013      5   21    1001.0       61.0    1127.0       45.0      EV   \n",
+       "212388  2013      5   21    1218.0      228.0    1324.0      189.0      9E   \n",
+       "212399  2013      5   21    1243.0       73.0    1515.0       44.0      DL   \n",
+       "212458  2013      5   21    1354.0      149.0    1507.0      122.0      AA   \n",
+       "212479  2013      5   21    1415.0      135.0    1531.0      137.0      9E   \n",
+       "212490  2013      5   21    1431.0      152.0    1720.0      141.0      DL   \n",
+       "212598  2013      5   21    1613.0      104.0    1905.0       87.0      DL   \n",
+       "212611  2013      5   21    1627.0       62.0    1803.0       48.0      MQ   \n",
+       "212619  2013      5   21    1632.0       63.0    1719.0       45.0      EV   \n",
+       "212621  2013      5   21    1633.0       98.0    1821.0       92.0      EV   \n",
+       "212625  2013      5   21    1637.0       69.0    1903.0       46.0      UA   \n",
+       "212637  2013      5   21    1658.0       88.0    1851.0       47.0      9E   \n",
+       "212641  2013      5   21    1659.0       90.0    1948.0       88.0      B6   \n",
+       "212647  2013      5   21    1701.0       81.0    1827.0       51.0      9E   \n",
+       "212665  2013      5   21    1719.0      200.0    1946.0      179.0      UA   \n",
+       "212669  2013      5   21    1722.0       82.0    1937.0       64.0      9E   \n",
+       "212679  2013      5   21    1729.0      140.0    1914.0      130.0      EV   \n",
+       "212684  2013      5   21    1731.0      156.0    1913.0      155.0      9E   \n",
+       "212711  2013      5   21    1756.0       66.0    1935.0       78.0      EV   \n",
+       "212714  2013      5   21    1759.0       94.0    2033.0      118.0      DL   \n",
+       "212718  2013      5   21    1802.0       72.0    1936.0       51.0      WN   \n",
+       "212719  2013      5   21    1806.0      116.0       NaN        NaN      9E   \n",
+       "212720  2013      5   21    1808.0       62.0    2022.0       75.0      EV   \n",
+       "212722  2013      5   21    1808.0       68.0    2040.0       44.0      UA   \n",
+       "212724  2013      5   21    1809.0      100.0    2028.0      128.0      EV   \n",
+       "212733  2013      5   21    1818.0       68.0    2055.0       83.0      DL   \n",
+       "212735  2013      5   21    1819.0       80.0    2005.0       82.0      EV   \n",
+       "212738  2013      5   21    1824.0       75.0    2031.0       86.0      EV   \n",
+       "212790  2013      5   21    1908.0       88.0    2055.0       72.0      YV   \n",
+       "212793  2013      5   21    1918.0      213.0    2219.0      198.0      DL   \n",
+       "212805  2013      5   21    1927.0       72.0    2048.0       53.0      MQ   \n",
+       "212809  2013      5   21    1930.0       85.0    2050.0       74.0      EV   \n",
+       "212812  2013      5   21    1934.0      124.0    2112.0      114.0      B6   \n",
+       "212836  2013      5   21    1959.0       64.0    2116.0       35.0      EV   \n",
+       "212840  2013      5   21    2006.0      111.0    2208.0       89.0      9E   \n",
+       "212863  2013      5   21    2032.0      105.0    2200.0       86.0      9E   \n",
+       "212865  2013      5   21    2036.0       61.0    2320.0       41.0      B6   \n",
+       "212866  2013      5   21    2037.0       66.0    2315.0       59.0      EV   \n",
+       "212868  2013      5   21    2041.0       96.0    2229.0       45.0      DL   \n",
+       "212872  2013      5   21    2051.0      112.0    2247.0       73.0      9E   \n",
+       "212879  2013      5   21    2103.0      213.0    2231.0      224.0      UA   \n",
+       "212880  2013      5   21    2104.0      114.0    2357.0       77.0      AA   \n",
+       "212882  2013      5   21    2107.0       98.0    2357.0       88.0      AA   \n",
+       "212883  2013      5   21    2107.0       87.0    2251.0       81.0      MQ   \n",
+       "212884  2013      5   21    2109.0       68.0      11.0       51.0      VX   \n",
+       "212885  2013      5   21    2111.0      101.0    2252.0       73.0      9E   \n",
+       "212897  2013      5   21    2128.0      118.0    2317.0       94.0      9E   \n",
+       "212902  2013      5   21    2135.0       65.0    2306.0       49.0      B6   \n",
+       "212903  2013      5   21    2136.0      115.0    2334.0      108.0      EV   \n",
+       "212904  2013      5   21    2138.0      103.0    2354.0       61.0      9E   \n",
+       "212906  2013      5   21    2142.0       87.0    2304.0       85.0      B6   \n",
+       "212909  2013      5   21    2144.0       64.0     131.0       53.0      UA   \n",
+       "212913  2013      5   21    2154.0      114.0    2258.0      106.0      EV   \n",
+       "212915  2013      5   21    2154.0       69.0      12.0       59.0      EV   \n",
+       "212919  2013      5   21    2201.0      256.0      32.0      229.0      DL   \n",
+       "212921  2013      5   21    2208.0       69.0    2352.0       60.0      EV   \n",
+       "212924  2013      5   21    2212.0      157.0      34.0      155.0      EV   \n",
+       "212928  2013      5   21    2216.0       91.0    2324.0       85.0      B6   \n",
+       "212931  2013      5   21    2233.0       93.0    2336.0       86.0      US   \n",
+       "212954  2013      5   22       1.0      266.0     154.0      254.0      EV   \n",
+       "212957  2013      5   22       2.0      157.0     106.0      151.0      MQ   \n",
+       "212958  2013      5   22       4.0       79.0     104.0       62.0      B6   \n",
+       "212959  2013      5   22      11.0       76.0     127.0       68.0      B6   \n",
+       "212960  2013      5   22      39.0      134.0     130.0      113.0      EV   \n",
+       "212961  2013      5   22     123.0      204.0     240.0      176.0      B6   \n",
+       "212962  2013      5   22     146.0      406.0     255.0      378.0      UA   \n",
+       "212963  2013      5   22     204.0      274.0     439.0      262.0      B6   \n",
+       "213112  2013      5   22     758.0       83.0    1023.0       78.0      DL   \n",
+       "213131  2013      5   22     812.0       73.0    1110.0       79.0      B6   \n",
+       "213167  2013      5   22     837.0      122.0    1102.0      138.0      EV   \n",
+       "213210  2013      5   22     920.0       84.0    1215.0       98.0      B6   \n",
+       "213267  2013      5   22    1024.0      107.0    1219.0       95.0      EV   \n",
+       "213269  2013      5   22    1025.0      141.0    1212.0      138.0      EV   \n",
+       "213285  2013      5   22    1045.0       85.0       NaN        NaN      AA   \n",
+       "213310  2013      5   22    1118.0       63.0    1318.0       37.0      US   \n",
+       "213312  2013      5   22    1124.0       80.0    1330.0       90.0      EV   \n",
+       "213316  2013      5   22    1127.0      107.0    1222.0       87.0      9E   \n",
+       "213382  2013      5   22    1255.0       64.0    1504.0       50.0      FL   \n",
+       "213401  2013      5   22    1316.0      111.0    1501.0      100.0      EV   \n",
+       "213453  2013      5   22    1419.0      129.0    1536.0      131.0      WN   \n",
+       "213464  2013      5   22    1432.0       77.0    1651.0       73.0      FL   \n",
+       "213501  2013      5   22    1513.0      193.0    1629.0      171.0      UA   \n",
+       "213514  2013      5   22    1532.0      152.0    1639.0      128.0      UA   \n",
+       "213515  2013      5   22    1533.0       78.0    1631.0       66.0      EV   \n",
+       "213522  2013      5   22    1545.0       75.0    1717.0       50.0      EV   \n",
+       "213529  2013      5   22    1551.0      175.0    1734.0      180.0      UA   \n",
+       "213530  2013      5   22    1553.0       67.0    1734.0       71.0      EV   \n",
+       "213540  2013      5   22    1558.0       98.0    1713.0       95.0      EV   \n",
+       "213550  2013      5   22    1609.0       69.0    1712.0       60.0      US   \n",
+       "213551  2013      5   22    1610.0       70.0    1809.0       47.0      EV   \n",
+       "213567  2013      5   22    1630.0      135.0    1820.0      145.0      AA   \n",
+       "213571  2013      5   22    1633.0       98.0    1759.0       81.0      9E   \n",
+       "213587  2013      5   22    1646.0      121.0    1921.0      133.0      EV   \n",
+       "213599  2013      5   22    1659.0       64.0    1856.0       89.0      UA   \n",
+       "213601  2013      5   22    1700.0       99.0    1950.0      165.0      EV   \n",
+       "213604  2013      5   22    1702.0       63.0    1923.0       69.0      MQ   \n",
+       "213606  2013      5   22    1709.0       84.0    2003.0      121.0      DL   \n",
+       "213608  2013      5   22    1709.0      138.0    1812.0      127.0      EV   \n",
+       "213610  2013      5   22    1710.0       75.0    1826.0       74.0      UA   \n",
+       "213629  2013      5   22    1730.0      150.0    1951.0      186.0      AA   \n",
+       "213631  2013      5   22    1731.0       71.0    2005.0       69.0      US   \n",
+       "213635  2013      5   22    1732.0       92.0    2028.0      115.0      9E   \n",
+       "213639  2013      5   22    1732.0       97.0    1930.0      135.0      MQ   \n",
+       "213644  2013      5   22    1738.0       88.0    1956.0      116.0      AA   \n",
+       "213655  2013      5   22    1752.0      112.0    1948.0      120.0      9E   \n",
+       "213656  2013      5   22    1753.0      158.0    2041.0      155.0      DL   \n",
+       "213659  2013      5   22    1754.0      104.0    1935.0      104.0      9E   \n",
+       "213666  2013      5   22    1801.0       64.0    2125.0      175.0      UA   \n",
+       "213667  2013      5   22    1803.0      184.0    2110.0      218.0      DL   \n",
+       "213671  2013      5   22    1809.0       69.0    2022.0       71.0      B6   \n",
+       "213672  2013      5   22    1809.0      134.0    2209.0      260.0      B6   \n",
+       "213681  2013      5   22    1819.0       94.0    1937.0       84.0      B6   \n",
+       "213684  2013      5   22    1821.0       61.0    2126.0       66.0      UA   \n",
+       "213686  2013      5   22    1824.0      255.0    1942.0      265.0      B6   \n",
+       "213690  2013      5   22    1827.0      167.0    2156.0      260.0      9E   \n",
+       "213695  2013      5   22    1829.0       99.0    2205.0      166.0      9E   \n",
+       "213700  2013      5   22    1832.0       92.0    2021.0      111.0      MQ   \n",
+       "213703  2013      5   22    1835.0       95.0    2006.0      107.0      US   \n",
+       "213706  2013      5   22    1839.0      109.0    2028.0      131.0      EV   \n",
+       "213709  2013      5   22    1844.0       89.0    2145.0      105.0      WN   \n",
+       "213726  2013      5   22    1903.0       63.0       NaN        NaN      US   \n",
+       "213727  2013      5   22    1904.0       69.0    2218.0       58.0      AA   \n",
+       "213730  2013      5   22    1910.0      115.0    2033.0      124.0      B6   \n",
+       "213734  2013      5   22    1914.0      129.0    2251.0      248.0      UA   \n",
+       "213736  2013      5   22    1919.0       64.0    2137.0       58.0      9E   \n",
+       "213738  2013      5   22    1922.0      148.0    2224.0      176.0      EV   \n",
+       "213743  2013      5   22    1928.0       88.0    2320.0      210.0      AA   \n",
+       "213750  2013      5   22    1936.0       67.0    2136.0       65.0      US   \n",
+       "213751  2013      5   22    1936.0      276.0       NaN        NaN      UA   \n",
+       "213753  2013      5   22    1937.0       97.0    2219.0      164.0      WN   \n",
+       "213754  2013      5   22    1938.0       83.0    2152.0       69.0      DL   \n",
+       "213755  2013      5   22    1939.0       63.0    2131.0       76.0      B6   \n",
+       "213763  2013      5   22    1942.0      117.0    2242.0      131.0      B6   \n",
+       "213764  2013      5   22    1942.0      122.0    2113.0       98.0      WN   \n",
+       "213766  2013      5   22    1949.0       79.0    2325.0      124.0      UA   \n",
+       "213769  2013      5   22    1953.0      163.0    2312.0      237.0      AA   \n",
+       "213770  2013      5   22    1959.0      180.0    2258.0      173.0      UA   \n",
+       "213773  2013      5   22    2002.0       63.0    2308.0       94.0      9E   \n",
+       "213775  2013      5   22    2006.0      146.0    2203.0      175.0      B6   \n",
+       "213783  2013      5   22    2020.0       95.0    2312.0       82.0      B6   \n",
+       "213785  2013      5   22    2021.0       76.0    2330.0      106.0      DL   \n",
+       "213787  2013      5   22    2023.0       78.0    2355.0      106.0      B6   \n",
+       "213794  2013      5   22    2030.0      130.0    2238.0      157.0      9E   \n",
+       "213797  2013      5   22    2034.0      279.0    2255.0      280.0      WN   \n",
+       "213798  2013      5   22    2036.0       67.0    2305.0       66.0      UA   \n",
+       "213799  2013      5   22    2038.0       68.0      44.0      134.0      AA   \n",
+       "213803  2013      5   22    2046.0       97.0      42.0      127.0      B6   \n",
+       "213804  2013      5   22    2048.0      118.0    2321.0      166.0      AA   \n",
+       "213805  2013      5   22    2050.0      105.0      37.0      133.0      B6   \n",
+       "213809  2013      5   22    2104.0      114.0    2313.0      116.0      EV   \n",
+       "213811  2013      5   22    2107.0      127.0    2241.0      139.0      EV   \n",
+       "213815  2013      5   22    2116.0      106.0    2324.0      114.0      EV   \n",
+       "213816  2013      5   22    2116.0      107.0      15.0      106.0      AA   \n",
+       "213818  2013      5   22    2121.0      122.0      34.0      134.0      B6   \n",
+       "213819  2013      5   22    2130.0      205.0     111.0      223.0      B6   \n",
+       "213821  2013      5   22    2132.0       97.0      42.0      109.0      9E   \n",
+       "213822  2013      5   22    2132.0      117.0     100.0      185.0      9E   \n",
+       "213825  2013      5   22    2136.0       96.0       NaN        NaN      EV   \n",
+       "213828  2013      5   22    2138.0       68.0      33.0      152.0      FL   \n",
+       "213830  2013      5   22    2140.0      215.0    2329.0      215.0      UA   \n",
+       "213831  2013      5   22    2141.0      171.0     122.0      177.0      VX   \n",
+       "213833  2013      5   22    2143.0      123.0    2356.0      146.0      MQ   \n",
+       "213835  2013      5   22    2144.0       89.0     104.0      116.0      B6   \n",
+       "213836  2013      5   22    2145.0      122.0    2330.0      150.0      EV   \n",
+       "213837  2013      5   22    2146.0       76.0      17.0      120.0      B6   \n",
+       "213838  2013      5   22    2155.0       70.0     117.0       59.0      UA   \n",
+       "213839  2013      5   22    2156.0      147.0      15.0      140.0      EV   \n",
+       "213841  2013      5   22    2201.0      181.0    2346.0      211.0      US   \n",
+       "213842  2013      5   22    2203.0      158.0     150.0      187.0      DL   \n",
+       "213843  2013      5   22    2204.0      144.0     116.0      153.0      DL   \n",
+       "213844  2013      5   22    2204.0      133.0      50.0      111.0      UA   \n",
+       "213845  2013      5   22    2206.0      126.0     119.0      162.0      DL   \n",
+       "213846  2013      5   22    2208.0      158.0      16.0      157.0      9E   \n",
+       "213848  2013      5   22    2212.0      157.0     132.0      173.0      B6   \n",
+       "213849  2013      5   22    2212.0       92.0       2.0      122.0      MQ   \n",
+       "213850  2013      5   22    2216.0      236.0      52.0      244.0      9E   \n",
+       "213851  2013      5   22    2219.0      125.0      54.0       90.0      UA   \n",
+       "213852  2013      5   22    2224.0      114.0    2350.0      120.0      WN   \n",
+       "213853  2013      5   22    2227.0       67.0     100.0       61.0      UA   \n",
+       "213856  2013      5   22    2243.0      168.0      44.0      185.0      EV   \n",
+       "213857  2013      5   22    2246.0       96.0      47.0      122.0      B6   \n",
+       "213858  2013      5   22    2248.0       63.0     208.0       63.0      AA   \n",
+       "213859  2013      5   22    2251.0      156.0       5.0      146.0      B6   \n",
+       "213860  2013      5   22    2253.0      121.0    2352.0       90.0      UA   \n",
+       "213862  2013      5   22    2259.0      119.0     113.0      106.0      DL   \n",
+       "213863  2013      5   22    2303.0       93.0      31.0       91.0      MQ   \n",
+       "213864  2013      5   22    2307.0      239.0      17.0      204.0      UA   \n",
+       "213865  2013      5   22    2308.0      279.0     102.0      263.0      DL   \n",
+       "213866  2013      5   22    2310.0      110.0     143.0      105.0      B6   \n",
+       "213867  2013      5   22    2317.0      288.0     116.0      281.0      DL   \n",
+       "213870  2013      5   22    2325.0      300.0      31.0      266.0      WN   \n",
+       "213871  2013      5   22    2328.0      243.0      35.0      210.0      WN   \n",
+       "213872  2013      5   22    2342.0      177.0     151.0      158.0      B6   \n",
+       "213873  2013      5   22    2343.0      258.0     107.0      218.0      9E   \n",
+       "213874  2013      5   22    2348.0      181.0      49.0      134.0      9E   \n",
+       "213875  2013      5   22    2348.0      348.0     102.0      324.0      UA   \n",
+       "213876  2013      5   22    2352.0       67.0      55.0       54.0      B6   \n",
+       "213927  2013      5   23       4.0      334.0     201.0      301.0      WN   \n",
+       "213928  2013      5   23       7.0      246.0     256.0      216.0      VX   \n",
+       "213929  2013      5   23      13.0      268.0     116.0      231.0      AA   \n",
+       "213930  2013      5   23      13.0      158.0     113.0      140.0      B6   \n",
+       "213932  2013      5   23      17.0      287.0     139.0      262.0      DL   \n",
+       "213933  2013      5   23      18.0      139.0     107.0      123.0      EV   \n",
+       "213934  2013      5   23      24.0      174.0     308.0      171.0      B6   \n",
+       "213935  2013      5   23      25.0      330.0     307.0      287.0      VX   \n",
+       "213936  2013      5   23      30.0      151.0     132.0      139.0      EV   \n",
+       "213937  2013      5   23      31.0       96.0     128.0       84.0      B6   \n",
+       "213938  2013      5   23      38.0      103.0     149.0       90.0      B6   \n",
+       "213939  2013      5   23     134.0      475.0     343.0      461.0      FL   \n",
+       "213940  2013      5   23     210.0      340.0     332.0      331.0      FL   \n",
+       "214054  2013      5   23     734.0       94.0     856.0      117.0      US   \n",
+       "214062  2013      5   23     740.0       71.0     917.0       57.0      US   \n",
+       "214098  2013      5   23     806.0       86.0     910.0       74.0      EV   \n",
+       "214125  2013      5   23     826.0      106.0    1107.0      138.0      EV   \n",
+       "214170  2013      5   23     904.0       85.0    1034.0      113.0      EV   \n",
+       "214210  2013      5   23     956.0       61.0    1153.0       53.0      DL   \n",
+       "214268  2013      5   23    1107.0       62.0    1405.0       68.0      UA   \n",
+       "214277  2013      5   23    1122.0       83.0    1306.0       71.0      EV   \n",
+       "214280  2013      5   23    1127.0      287.0    1330.0      324.0      EV   \n",
+       "214292  2013      5   23    1136.0      113.0    1430.0       96.0      UA   \n",
+       "214329  2013      5   23    1239.0       84.0    1555.0      170.0      MQ   \n",
+       "214362  2013      5   23    1345.0       95.0    1510.0      105.0      WN   \n",
+       "214380  2013      5   23    1422.0       67.0    1629.0       84.0      US   \n",
+       "214382  2013      5   23    1429.0       74.0    1630.0      115.0      MQ   \n",
+       "214401  2013      5   23    1510.0      130.0    1806.0      116.0      VX   \n",
+       "214402  2013      5   23    1511.0      206.0       NaN        NaN      MQ   \n",
+       "214403  2013      5   23    1521.0       82.0    1715.0      115.0      EV   \n",
+       "214407  2013      5   23    1532.0      247.0    1719.0      238.0      EV   \n",
+       "214411  2013      5   23    1541.0      199.0    1759.0      220.0      EV   \n",
+       "214413  2013      5   23    1544.0      109.0    1814.0      135.0      EV   \n",
+       "214414  2013      5   23    1548.0      155.0    1854.0      242.0      UA   \n",
+       "214416  2013      5   23    1550.0      141.0    1821.0      188.0      EV   \n",
+       "214417  2013      5   23    1550.0      259.0    1851.0      267.0      UA   \n",
+       "214420  2013      5   23    1555.0      190.0    1844.0      229.0      EV   \n",
+       "214421  2013      5   23    1555.0       80.0    1834.0       84.0      B6   \n",
+       "214423  2013      5   23    1559.0       89.0    1939.0      179.0      EV   \n",
+       "214424  2013      5   23    1559.0       89.0    1856.0      175.0      UA   \n",
+       "214427  2013      5   23    1605.0       70.0    1936.0       95.0      B6   \n",
+       "214429  2013      5   23    1609.0      226.0    1906.0      300.0      EV   \n",
+       "214430  2013      5   23    1609.0       84.0    1945.0      100.0      AA   \n",
+       "214433  2013      5   23    1613.0      203.0       NaN        NaN      EV   \n",
+       "214434  2013      5   23    1616.0      195.0    1746.0      203.0      EV   \n",
+       "214435  2013      5   23    1623.0      193.0    2041.0        NaN      EV   \n",
+       "214437  2013      5   23    1627.0       97.0    1922.0      104.0      UA   \n",
+       "214445  2013      5   23    1638.0       70.0    2052.0      118.0      UA   \n",
+       "214446  2013      5   23    1640.0      101.0    1820.0      105.0      9E   \n",
+       "214447  2013      5   23    1645.0      125.0    1942.0      120.0      DL   \n",
+       "214448  2013      5   23    1645.0      240.0    1941.0      238.0      B6   \n",
+       "214449  2013      5   23    1651.0      116.0    2019.0      134.0      AA   \n",
+       "214452  2013      5   23    1657.0      133.0    2039.0      115.0      B6   \n",
+       "214453  2013      5   23    1658.0      313.0    1837.0      315.0      EV   \n",
+       "214454  2013      5   23    1658.0      223.0    1956.0      258.0      FL   \n",
+       "214455  2013      5   23    1659.0      109.0    2018.0      145.0      UA   \n",
+       "214457  2013      5   23    1702.0       62.0    2042.0       87.0      DL   \n",
+       "214458  2013      5   23    1704.0       69.0    1904.0       97.0      UA   \n",
+       "214459  2013      5   23    1707.0      147.0    1949.0      184.0      DL   \n",
+       "214460  2013      5   23    1708.0       68.0    1829.0       69.0      AA   \n",
+       "214461  2013      5   23    1711.0      179.0    2016.0      221.0      FL   \n",
+       "214462  2013      5   23    1713.0       88.0    2021.0       92.0      DL   \n",
+       "214463  2013      5   23    1713.0       88.0    2041.0      149.0      DL   \n",
+       "214464  2013      5   23    1713.0       78.0    1928.0       99.0      B6   \n",
+       "214465  2013      5   23    1715.0       80.0    2013.0       84.0      DL   \n",
+       "214467  2013      5   23    1715.0      275.0    1925.0      310.0      WN   \n",
+       "214468  2013      5   23    1718.0       93.0    2145.0      149.0      DL   \n",
+       "214469  2013      5   23    1719.0       89.0    2120.0      140.0      AA   \n",
+       "214470  2013      5   23    1722.0      151.0    1859.0      174.0      EV   \n",
+       "214474  2013      5   23    1730.0      105.0    1954.0       91.0      DL   \n",
+       "214475  2013      5   23    1730.0       61.0    2036.0       67.0      B6   \n",
+       "214480  2013      5   23    1734.0      214.0    2058.0      223.0      UA   \n",
+       "214481  2013      5   23    1737.0      117.0    2138.0      163.0      UA   \n",
+       "214484  2013      5   23    1738.0      240.0    1943.0      284.0      B6   \n",
+       "214485  2013      5   23    1739.0       99.0    2055.0       90.0      AA   \n",
+       "214489  2013      5   23    1744.0       89.0    2059.0      139.0      MQ   \n",
+       "214490  2013      5   23    1745.0      105.0    1941.0      113.0      9E   \n",
+       "214491  2013      5   23    1746.0      106.0    2051.0      125.0      DL   \n",
+       "214492  2013      5   23    1749.0      102.0       NaN        NaN      EV   \n",
+       "214493  2013      5   23    1750.0      100.0    2111.0      101.0      UA   \n",
+       "214495  2013      5   23    1752.0      132.0    2113.0      146.0      UA   \n",
+       "214496  2013      5   23    1753.0      113.0    2102.0      145.0      DL   \n",
+       "214497  2013      5   23    1753.0      113.0    2059.0       95.0      DL   \n",
+       "214499  2013      5   23    1755.0      118.0    2105.0      111.0      DL   \n",
+       "214500  2013      5   23    1755.0      275.0    2137.0      373.0      EV   \n",
+       "214502  2013      5   23    1759.0      272.0    2130.0      345.0      F9   \n",
+       "214503  2013      5   23    1759.0      179.0    2009.0      211.0      UA   \n",
+       "214505  2013      5   23    1801.0      166.0    2124.0      224.0      MQ   \n",
+       "214508  2013      5   23    1805.0      190.0    2205.0      252.0      UA   \n",
+       "214510  2013      5   23    1808.0      188.0    2150.0      230.0      AA   \n",
+       "214514  2013      5   23    1816.0      241.0    1941.0      226.0      AA   \n",
+       "214516  2013      5   23    1823.0      153.0    2214.0      196.0      UA   \n",
+       "214517  2013      5   23    1824.0      134.0    2214.0      183.0      B6   \n",
+       "214520  2013      5   23    1830.0      105.0    2132.0      161.0      DL   \n",
+       "214521  2013      5   23    1832.0      237.0    2150.0      255.0      UA   \n",
+       "214524  2013      5   23    1838.0      258.0    2228.0      301.0      UA   \n",
+       "214528  2013      5   23    1845.0      105.0    2026.0      116.0      MQ   \n",
+       "214530  2013      5   23    1852.0      143.0    2245.0      186.0      AA   \n",
+       "214531  2013      5   23    1852.0       83.0    2223.0       99.0      AA   \n",
+       "214532  2013      5   23    1852.0      127.0    2138.0      168.0      US   \n",
+       "214534  2013      5   23    1854.0      299.0    2148.0      333.0      WN   \n",
+       "214536  2013      5   23    1855.0       90.0    2209.0       95.0      DL   \n",
+       "214537  2013      5   23    1855.0      115.0    2242.0      137.0      AA   \n",
+       "214540  2013      5   23    1859.0       89.0    2134.0      136.0      B6   \n",
+       "214542  2013      5   23    1900.0      170.0    2209.0      260.0      EV   \n",
+       "214543  2013      5   23    1901.0      151.0    2317.0      187.0      VX   \n",
+       "214545  2013      5   23    1903.0      173.0    2052.0      181.0      9E   \n",
+       "214546  2013      5   23    1905.0      195.0    2244.0      217.0      DL   \n",
+       "214550  2013      5   23    1911.0      199.0    2059.0      215.0      B6   \n",
+       "214551  2013      5   23    1913.0      288.0    2033.0      283.0      B6   \n",
+       "214558  2013      5   23    1930.0       85.0    2200.0      126.0      UA   \n",
+       "214561  2013      5   23    1934.0       94.0    2324.0      104.0      AA   \n",
+       "214562  2013      5   23    1935.0       95.0    2115.0       97.0      UA   \n",
+       "214563  2013      5   23    1938.0      354.0    2215.0      354.0      B6   \n",
+       "214565  2013      5   23    1940.0      160.0    2248.0      173.0      AA   \n",
+       "214566  2013      5   23    1941.0      326.0    2135.0      325.0      MQ   \n",
+       "214567  2013      5   23    1945.0      137.0    2210.0       90.0      UA   \n",
+       "214568  2013      5   23    1946.0      156.0    2150.0      155.0      AA   \n",
+       "214570  2013      5   23    1953.0       83.0    2325.0       85.0      AA   \n",
+       "214571  2013      5   23    1955.0      160.0    2317.0      197.0      WN   \n",
+       "214574  2013      5   23    1959.0      179.0    2240.0      181.0      DL   \n",
+       "214575  2013      5   23    1959.0       90.0    2230.0      117.0      US   \n",
+       "214578  2013      5   23    2006.0      177.0    2346.0      187.0      UA   \n",
+       "214580  2013      5   23    2014.0      215.0    2303.0      213.0      B6   \n",
+       "214583  2013      5   23    2015.0      166.0    2354.0      164.0      VX   \n",
+       "214584  2013      5   23    2016.0      131.0    2359.0      151.0      B6   \n",
+       "214585  2013      5   23    2017.0      177.0    2343.0      198.0      AA   \n",
+       "214586  2013      5   23    2017.0       82.0    2221.0       82.0      US   \n",
+       "214588  2013      5   23    2024.0      204.0      36.0      222.0      DL   \n",
+       "214589  2013      5   23    2024.0      114.0    2325.0      195.0      MQ   \n",
+       "214590  2013      5   23    2027.0       87.0    2302.0       87.0      DL   \n",
+       "214591  2013      5   23    2027.0      212.0       2.0      222.0      VX   \n",
+       "214592  2013      5   23    2029.0       89.0    2134.0       82.0      US   \n",
+       "214593  2013      5   23    2036.0      131.0    2204.0      119.0      WN   \n",
+       "214595  2013      5   23    2038.0      163.0      14.0      191.0      UA   \n",
+       "214596  2013      5   23    2040.0      115.0      27.0      151.0      DL   \n",
+       "214597  2013      5   23    2041.0      233.0    2321.0      243.0      UA   \n",
+       "214598  2013      5   23    2042.0      257.0    2340.0      305.0      DL   \n",
+       "214600  2013      5   23    2043.0      134.0    2345.0      190.0      DL   \n",
+       "214601  2013      5   23    2043.0       98.0      10.0      121.0      B6   \n",
+       "214603  2013      5   23    2048.0      153.0    2254.0      130.0      DL   \n",
+       "214604  2013      5   23    2048.0      103.0    2347.0      123.0      DL   \n",
+       "214605  2013      5   23    2050.0      195.0    2309.0      221.0      US   \n",
+       "214606  2013      5   23    2051.0      161.0    2335.0      141.0      DL   \n",
+       "214607  2013      5   23    2051.0      141.0      26.0      146.0      UA   \n",
+       "214608  2013      5   23    2052.0       83.0      13.0       97.0      UA   \n",
+       "214609  2013      5   23    2053.0      233.0    2319.0      269.0      AA   \n",
+       "214610  2013      5   23    2056.0      106.0      31.0      111.0      AA   \n",
+       "214611  2013      5   23    2056.0       67.0    2354.0       30.0      UA   \n",
+       "214612  2013      5   23    2057.0      227.0    2307.0      213.0      DL   \n",
+       "214613  2013      5   23    2057.0      117.0       8.0      125.0      UA   \n",
+       "214614  2013      5   23    2059.0      410.0    2204.0      407.0      B6   \n",
+       "214616  2013      5   23    2102.0      153.0      11.0      212.0      DL   \n",
+       "214617  2013      5   23    2107.0      262.0    2244.0      271.0      B6   \n",
+       "214618  2013      5   23    2108.0       68.0    2242.0       86.0      US   \n",
+       "214619  2013      5   23    2109.0      204.0    2350.0      180.0      AA   \n",
+       "214622  2013      5   23    2111.0       96.0    2316.0       96.0      EV   \n",
+       "214623  2013      5   23    2112.0      217.0    2220.0      198.0      DL   \n",
+       "214624  2013      5   23    2112.0       72.0    2329.0       52.0      DL   \n",
+       "214626  2013      5   23    2113.0       93.0      12.0       89.0      DL   \n",
+       "214628  2013      5   23    2114.0      209.0    2354.0      191.0      DL   \n",
+       "214629  2013      5   23    2120.0      260.0     105.0      294.0      DL   \n",
+       "214630  2013      5   23    2121.0      176.0       NaN        NaN      UA   \n",
+       "214631  2013      5   23    2123.0      203.0    2340.0      186.0      DL   \n",
+       "214632  2013      5   23    2124.0      219.0      31.0      250.0      DL   \n",
+       "214633  2013      5   23    2124.0      209.0      34.0      194.0      AA   \n",
+       "214634  2013      5   23    2124.0      236.0      20.0      203.0      UA   \n",
+       "214636  2013      5   23    2129.0      106.0    2233.0       93.0      EV   \n",
+       "214637  2013      5   23    2129.0      204.0       3.0      176.0      UA   \n",
+       "214638  2013      5   23    2133.0      154.0    2328.0      149.0      9E   \n",
+       "214640  2013      5   23    2135.0      125.0       5.0      142.0      9E   \n",
+       "214641  2013      5   23    2136.0      351.0     113.0      372.0      DL   \n",
+       "214642  2013      5   23    2139.0      309.0    2359.0      306.0      FL   \n",
+       "214645  2013      5   23    2140.0      170.0     139.0      194.0      VX   \n",
+       "214646  2013      5   23    2143.0      133.0      17.0      107.0      AA   \n",
+       "214647  2013      5   23    2151.0      142.0    2253.0      114.0      UA   \n",
+       "214648  2013      5   23    2152.0      383.0      39.0      379.0      B6   \n",
+       "214649  2013      5   23    2154.0      129.0      46.0      106.0      AA   \n",
+       "214650  2013      5   23    2157.0      328.0     110.0      343.0      B6   \n",
+       "214652  2013      5   23    2158.0      208.0    2330.0      215.0      MQ   \n",
+       "214654  2013      5   23    2201.0      171.0     113.0      162.0      DL   \n",
+       "214655  2013      5   23    2204.0      264.0    2347.0      252.0      WN   \n",
+       "214656  2013      5   23    2205.0      225.0      25.0      217.0      9E   \n",
+       "214657  2013      5   23    2205.0      225.0      41.0      188.0      AS   \n",
+       "214658  2013      5   23    2217.0       82.0    2333.0       63.0      AA   \n",
+       "214660  2013      5   23    2220.0       80.0      46.0       68.0      B6   \n",
+       "214661  2013      5   23    2226.0      177.0     103.0      154.0      AA   \n",
+       "214663  2013      5   23    2230.0       90.0    2326.0       76.0      US   \n",
+       "214664  2013      5   23    2238.0      308.0      56.0      300.0      F9   \n",
+       "214665  2013      5   23    2238.0      163.0       5.0      175.0      AA   \n",
+       "214666  2013      5   23    2246.0      466.0      13.0      448.0      AA   \n",
+       "214667  2013      5   23    2248.0      123.0       2.0      123.0      B6   \n",
+       "214668  2013      5   23    2254.0      273.0      56.0      255.0      DL   \n",
+       "214669  2013      5   23    2300.0      215.0     141.0      202.0      DL   \n",
+       "214670  2013      5   23    2300.0      210.0      44.0      185.0      9E   \n",
+       "214671  2013      5   23    2303.0       94.0     208.0      102.0      UA   \n",
+       "214672  2013      5   23    2305.0      123.0      27.0      120.0      EV   \n",
+       "214673  2013      5   23    2311.0      171.0     126.0      161.0      MQ   \n",
+       "214675  2013      5   23    2317.0       92.0     202.0       57.0      AA   \n",
+       "214676  2013      5   23    2318.0      333.0     153.0      322.0      B6   \n",
+       "214677  2013      5   23    2322.0      132.0     103.0      138.0      B6   \n",
+       "214679  2013      5   23    2324.0      209.0     147.0      174.0      9E   \n",
+       "214680  2013      5   23    2331.0      151.0     142.0      135.0      DL   \n",
+       "214681  2013      5   23    2337.0      162.0      42.0      147.0      MQ   \n",
+       "214682  2013      5   23    2338.0      160.0      47.0      149.0      UA   \n",
+       "214683  2013      5   23    2341.0      191.0     129.0      182.0      EV   \n",
+       "214684  2013      5   23    2342.0      112.0     233.0       99.0      B6   \n",
+       "214685  2013      5   23    2342.0      197.0     222.0      169.0      UA   \n",
+       "214686  2013      5   23    2343.0      104.0      52.0       86.0      UA   \n",
+       "214687  2013      5   23    2344.0      259.0     301.0      258.0      DL   \n",
+       "214688  2013      5   23    2349.0      199.0      46.0      176.0      WN   \n",
+       "214689  2013      5   23    2350.0      150.0     217.0      139.0      B6   \n",
+       "214691  2013      5   23    2352.0      220.0     238.0      188.0      UA   \n",
+       "214692  2013      5   23    2354.0      254.0     245.0      233.0      DL   \n",
+       "214914  2013      5   24      10.0      160.0     130.0      150.0      MQ   \n",
+       "214915  2013      5   24      13.0      145.0     159.0      120.0      EV   \n",
+       "215023  2013      5   24     743.0       63.0     903.0       57.0      EV   \n",
+       "215054  2013      5   24     802.0       87.0    1100.0       69.0      UA   \n",
+       "215088  2013      5   24     827.0      107.0     944.0      108.0      EV   \n",
+       "215132  2013      5   24     913.0      116.0    1122.0      130.0      EV   \n",
+       "215136  2013      5   24     917.0       92.0    1136.0      100.0      EV   \n",
+       "215141  2013      5   24     921.0      141.0    1214.0      119.0      VX   \n",
+       "215152  2013      5   24     930.0      210.0    1132.0      216.0      DL   \n",
+       "215154  2013      5   24     932.0      147.0    1235.0      144.0      DL   \n",
+       "215165  2013      5   24     944.0       75.0    1132.0       58.0      MQ   \n",
+       "215167  2013      5   24     946.0      141.0    1240.0      152.0      UA   \n",
+       "215198  2013      5   24    1017.0      225.0    1325.0      245.0      UA   \n",
+       "215212  2013      5   24    1031.0       91.0    1235.0       80.0      DL   \n",
+       "215228  2013      5   24    1105.0       65.0    1331.0       71.0      MQ   \n",
+       "215235  2013      5   24    1113.0      108.0    1402.0       82.0      VX   \n",
+       "215248  2013      5   24    1131.0      121.0    1343.0       94.0      UA   \n",
+       "215253  2013      5   24    1136.0      101.0    1312.0      122.0      MQ   \n",
+       "215280  2013      5   24    1207.0      307.0    1334.0      304.0      UA   \n",
+       "215285  2013      5   24    1212.0       86.0    1321.0       76.0      EV   \n",
+       "215303  2013      5   24    1237.0       82.0    1520.0       70.0      AA   \n",
+       "215310  2013      5   24    1246.0       81.0    1418.0       57.0      EV   \n",
+       "215321  2013      5   24    1259.0      144.0    1446.0      131.0      MQ   \n",
+       "215322  2013      5   24    1300.0      176.0    1444.0      149.0      DL   \n",
+       "215324  2013      5   24    1301.0      216.0    1428.0      198.0      AA   \n",
+       "215325  2013      5   24    1302.0      112.0    1538.0      102.0      DL   \n",
+       "215361  2013      5   24    1353.0       63.0    1624.0       49.0      WN   \n",
+       "215370  2013      5   24    1404.0       64.0    1519.0       48.0      UA   \n",
+       "215376  2013      5   24    1409.0       84.0    1509.0       76.0      UA   \n",
+       "215382  2013      5   24    1419.0      154.0    1650.0      145.0      UA   \n",
+       "215393  2013      5   24    1437.0      101.0    1554.0       80.0      UA   \n",
+       "215413  2013      5   24    1456.0      108.0    1603.0      110.0      EV   \n",
+       "215414  2013      5   24    1500.0       91.0    1630.0       77.0      EV   \n",
+       "215416  2013      5   24    1501.0       62.0    1703.0       69.0      MQ   \n",
+       "215424  2013      5   24    1507.0      164.0    1641.0      155.0      EV   \n",
+       "215434  2013      5   24    1520.0      140.0    1911.0      146.0      DL   \n",
+       "215439  2013      5   24    1526.0       91.0    1742.0       87.0      WN   \n",
+       "215440  2013      5   24    1527.0       72.0    1626.0       61.0      EV   \n",
+       "215442  2013      5   24    1529.0       94.0    1732.0       93.0      EV   \n",
+       "215448  2013      5   24    1538.0       68.0    1707.0       66.0      FL   \n",
+       "215456  2013      5   24    1546.0       76.0    1734.0       54.0      EV   \n",
+       "215463  2013      5   24    1551.0       79.0    1843.0       83.0      UA   \n",
+       "215465  2013      5   24    1553.0       67.0    1729.0       66.0      EV   \n",
+       "215471  2013      5   24    1558.0      136.0    1704.0      135.0      EV   \n",
+       "215478  2013      5   24    1601.0      122.0    1843.0      132.0      DL   \n",
+       "215479  2013      5   24    1601.0       69.0    1826.0       77.0      B6   \n",
+       "215480  2013      5   24    1601.0       61.0    1709.0       47.0      US   \n",
+       "215483  2013      5   24    1605.0       65.0    1715.0       30.0      AA   \n",
+       "215485  2013      5   24    1608.0       69.0    1806.0       72.0      EV   \n",
+       "215491  2013      5   24    1613.0       88.0    1736.0       84.0      9E   \n",
+       "215492  2013      5   24    1614.0       75.0    1758.0       64.0      EV   \n",
+       "215495  2013      5   24    1619.0       79.0    1859.0       91.0      EV   \n",
+       "215496  2013      5   24    1620.0      107.0    1826.0      117.0      EV   \n",
+       "215505  2013      5   24    1626.0       95.0    1741.0       96.0      EV   \n",
+       "215508  2013      5   24    1630.0       98.0    1922.0      115.0      B6   \n",
+       "215524  2013      5   24    1648.0      159.0    1753.0      156.0      B6   \n",
+       "215525  2013      5   24    1649.0       69.0    1935.0       48.0      UA   \n",
+       "215527  2013      5   24    1650.0       90.0    1858.0       73.0      MQ   \n",
+       "215537  2013      5   24    1659.0      139.0    2009.0      147.0      DL   \n",
+       "215539  2013      5   24    1702.0       62.0    1936.0       50.0      DL   \n",
+       "215542  2013      5   24    1703.0       64.0    1857.0       72.0      B6   \n",
+       "215543  2013      5   24    1704.0       69.0    1946.0      117.0      B6   \n",
+       "215549  2013      5   24    1711.0      131.0    1912.0      140.0      US   \n",
+       "215551  2013      5   24    1716.0       66.0    1833.0       44.0      EV   \n",
+       "215556  2013      5   24    1721.0      106.0    1929.0       89.0      MQ   \n",
+       "215559  2013      5   24    1723.0       75.0    1946.0       91.0      9E   \n",
+       "215563  2013      5   24    1725.0       75.0    2008.0       38.0      UA   \n",
+       "215567  2013      5   24    1727.0       92.0    1919.0      112.0      B6   \n",
+       "215570  2013      5   24    1731.0       62.0    2002.0       21.0      UA   \n",
+       "215572  2013      5   24    1733.0       68.0    1937.0       62.0      DL   \n",
+       "215582  2013      5   24    1743.0       73.0    2114.0       64.0      VX   \n",
+       "215583  2013      5   24    1743.0      108.0    1901.0      106.0      MQ   \n",
+       "215589  2013      5   24    1746.0       91.0    2027.0      107.0      MQ   \n",
+       "215594  2013      5   24    1753.0      103.0    1949.0       84.0      EV   \n",
+       "215597  2013      5   24    1757.0      132.0    2012.0      147.0      MQ   \n",
+       "215599  2013      5   24    1801.0      182.0    1949.0      194.0      9E   \n",
+       "215601  2013      5   24    1801.0       61.0    1938.0       71.0      B6   \n",
+       "215606  2013      5   24    1807.0       68.0    2356.0        NaN      AA   \n",
+       "215611  2013      5   24    1810.0       65.0    2018.0       67.0      US   \n",
+       "215619  2013      5   24    1818.0       88.0    1948.0       63.0      WN   \n",
+       "215620  2013      5   24    1818.0      109.0    2134.0      106.0      UA   \n",
+       "215627  2013      5   24    1828.0      182.0    2021.0      176.0      EV   \n",
+       "215636  2013      5   24    1836.0      166.0    2002.0      174.0      EV   \n",
+       "215638  2013      5   24    1836.0       61.0    2032.0       64.0      US   \n",
+       "215648  2013      5   24    1850.0      135.0    2008.0      134.0      EV   \n",
+       "215650  2013      5   24    1852.0       77.0    2046.0       69.0      YV   \n",
+       "215653  2013      5   24    1856.0       61.0    2156.0       36.0      AA   \n",
+       "215660  2013      5   24    1900.0      219.0    2042.0      217.0      EV   \n",
+       "215661  2013      5   24    1901.0       82.0    2117.0       75.0      FL   \n",
+       "215664  2013      5   24    1901.0      112.0    2229.0      110.0      UA   \n",
+       "215665  2013      5   24    1901.0       66.0    2229.0       86.0      UA   \n",
+       "215667  2013      5   24    1903.0       76.0    2023.0       83.0      EV   \n",
+       "215669  2013      5   24    1906.0      126.0    2018.0      115.0      US   \n",
+       "215672  2013      5   24    1910.0      140.0    2031.0      134.0      EV   \n",
+       "215676  2013      5   24    1916.0       76.0    2213.0       58.0      DL   \n",
+       "215679  2013      5   24    1922.0       62.0    2227.0       99.0      9E   \n",
+       "215680  2013      5   24    1922.0      142.0    2234.0      129.0      AA   \n",
+       "215681  2013      5   24    1922.0      127.0    2045.0      105.0      AA   \n",
+       "215693  2013      5   24    1930.0       85.0    2054.0       60.0      UA   \n",
+       "215696  2013      5   24    1933.0       93.0    2025.0       72.0      US   \n",
+       "215699  2013      5   24    1936.0       71.0    2031.0       26.0      WN   \n",
+       "215701  2013      5   24    1937.0      322.0    2052.0      297.0      AA   \n",
+       "215704  2013      5   24    1939.0       69.0    2255.0       55.0      AA   \n",
+       "215709  2013      5   24    1942.0      163.0    2152.0      166.0      9E   \n",
+       "215715  2013      5   24    1944.0       74.0    2140.0       40.0      WN   \n",
+       "215716  2013      5   24    1944.0       74.0    2104.0       54.0      MQ   \n",
+       "215717  2013      5   24    1950.0       95.0    2156.0       73.0      DL   \n",
+       "215718  2013      5   24    1950.0      100.0    2117.0       77.0      MQ   \n",
+       "215721  2013      5   24    1955.0      115.0    2114.0      119.0      US   \n",
+       "215725  2013      5   24    2000.0      151.0    2205.0      146.0      EV   \n",
+       "215729  2013      5   24    2004.0       69.0    2259.0       73.0      B6   \n",
+       "215738  2013      5   24    2023.0      128.0    2135.0      100.0      MQ   \n",
+       "215746  2013      5   24    2029.0      149.0      14.0      154.0      AA   \n",
+       "215751  2013      5   24    2035.0      110.0    2206.0       96.0      MQ   \n",
+       "215752  2013      5   24    2035.0       95.0    2141.0       64.0      UA   \n",
+       "215753  2013      5   24    2037.0       72.0    2143.0       38.0      WN   \n",
+       "215756  2013      5   24    2042.0      177.0    2319.0      168.0      B6   \n",
+       "215762  2013      5   24    2048.0       93.0    2225.0       73.0      EV   \n",
+       "215766  2013      5   24    2055.0       90.0    2246.0       77.0      9E   \n",
+       "215767  2013      5   24    2057.0       77.0    2344.0       61.0      DL   \n",
+       "215768  2013      5   24    2057.0       87.0    2316.0       97.0      9E   \n",
+       "215770  2013      5   24    2058.0      119.0    2305.0      103.0      FL   \n",
+       "215771  2013      5   24    2100.0       77.0    2206.0       66.0      EV   \n",
+       "215772  2013      5   24    2106.0      146.0    2315.0      145.0      EV   \n",
+       "215773  2013      5   24    2109.0      129.0    2222.0      111.0      EV   \n",
+       "215777  2013      5   24    2115.0      100.0    2245.0       84.0      9E   \n",
+       "215778  2013      5   24    2116.0      141.0    2317.0      147.0      MQ   \n",
+       "215779  2013      5   24    2119.0      139.0    2238.0      136.0      EV   \n",
+       "215780  2013      5   24    2119.0      108.0    2339.0       83.0      EV   \n",
+       "215781  2013      5   24    2119.0      110.0    2311.0       76.0      EV   \n",
+       "215784  2013      5   24    2120.0       65.0       8.0       60.0      B6   \n",
+       "215785  2013      5   24    2123.0      108.0    2332.0      112.0      EV   \n",
+       "215786  2013      5   24    2123.0       88.0    2248.0       98.0      AA   \n",
+       "215787  2013      5   24    2123.0      114.0      18.0      109.0      AA   \n",
+       "215788  2013      5   24    2124.0      134.0      35.0      115.0      AA   \n",
+       "215789  2013      5   24    2126.0      121.0    2331.0      113.0      9E   \n",
+       "215790  2013      5   24    2126.0      106.0    2340.0      130.0      MQ   \n",
+       "215794  2013      5   24    2131.0      176.0    2333.0      164.0      9E   \n",
+       "215797  2013      5   24    2132.0      123.0    2311.0      122.0      MQ   \n",
+       "215802  2013      5   24    2142.0      247.0    2256.0      234.0      DL   \n",
+       "215803  2013      5   24    2142.0      107.0    2307.0       88.0      EV   \n",
+       "215806  2013      5   24    2147.0       67.0    2342.0       60.0      EV   \n",
+       "215808  2013      5   24    2148.0       93.0    2344.0       84.0      EV   \n",
+       "215809  2013      5   24    2149.0      159.0    2329.0      132.0      EV   \n",
+       "215812  2013      5   24    2153.0      110.0    2347.0       93.0      EV   \n",
+       "215813  2013      5   24    2153.0      113.0    2255.0       99.0      US   \n",
+       "215814  2013      5   24    2155.0      115.0    2253.0      101.0      US   \n",
+       "215815  2013      5   24    2156.0      177.0    2336.0      157.0      9E   \n",
+       "215816  2013      5   24    2156.0      176.0    2306.0      170.0      US   \n",
+       "215820  2013      5   24    2202.0       62.0    2343.0       50.0      EV   \n",
+       "215821  2013      5   24    2203.0       68.0    2314.0       59.0      MQ   \n",
+       "215822  2013      5   24    2206.0      156.0    2311.0      137.0      EV   \n",
+       "215823  2013      5   24    2212.0       70.0    2324.0       57.0      EV   \n",
+       "215824  2013      5   24    2212.0      112.0      15.0       90.0      MQ   \n",
+       "215825  2013      5   24    2213.0      158.0      14.0      135.0      EV   \n",
+       "215827  2013      5   24    2218.0       79.0    2358.0       62.0      EV   \n",
+       "215828  2013      5   24    2220.0      110.0    2320.0       90.0      WN   \n",
+       "215830  2013      5   24    2226.0      116.0    2342.0      101.0      FL   \n",
+       "215831  2013      5   24    2233.0      122.0    2351.0      111.0      EV   \n",
+       "215832  2013      5   24    2233.0      148.0      11.0      131.0      MQ   \n",
+       "215833  2013      5   24    2234.0       99.0    2329.0       64.0      WN   \n",
+       "215834  2013      5   24    2235.0       90.0      35.0       90.0      MQ   \n",
+       "215835  2013      5   24    2241.0       72.0    2336.0       57.0      EV   \n",
+       "215840  2013      5   24    2250.0       90.0     116.0       78.0      B6   \n",
+       "215842  2013      5   24    2250.0      111.0     207.0       93.0      UA   \n",
+       "215843  2013      5   24    2251.0      123.0      21.0      114.0      EV   \n",
+       "215845  2013      5   24    2256.0       92.0      19.0       74.0      EV   \n",
+       "215846  2013      5   24    2300.0       70.0     148.0       54.0      B6   \n",
+       "215847  2013      5   24    2304.0       97.0      50.0       73.0      EV   \n",
+       "215848  2013      5   24    2304.0      124.0       7.0      115.0      US   \n",
+       "215849  2013      5   24    2306.0      131.0      45.0      135.0      AA   \n",
+       "215851  2013      5   24    2310.0       71.0    2400.0       56.0      EV   \n",
+       "215852  2013      5   24    2312.0      147.0     100.0      107.0      B6   \n",
+       "215853  2013      5   24    2312.0      107.0      14.0       99.0      MQ   \n",
+       "215855  2013      5   24    2323.0      228.0     102.0      187.0      9E   \n",
+       "215857  2013      5   24    2328.0      133.0     121.0      131.0      MQ   \n",
+       "215858  2013      5   24    2332.0      167.0      31.0      152.0      B6   \n",
+       "215893  2013      5   25      24.0       99.0     134.0       93.0      B6   \n",
+       "216109  2013      5   25     952.0      112.0    1044.0       96.0      9E   \n",
+       "216148  2013      5   25    1048.0      120.0    1323.0       99.0      UA   \n",
+       "216199  2013      5   25    1205.0       95.0    1308.0       82.0      EV   \n",
+       "216217  2013      5   25    1242.0       86.0    1350.0       92.0      9E   \n",
+       "216240  2013      5   25    1307.0       67.0    1554.0       49.0      AA   \n",
+       "216244  2013      5   25    1312.0      116.0    1512.0      107.0      EV   \n",
+       "216262  2013      5   25    1339.0      198.0    1550.0      187.0      DL   \n",
+       "216282  2013      5   25    1405.0       64.0    1512.0       60.0      B6   \n",
+       "216325  2013      5   25    1455.0      225.0    1743.0      227.0      DL   \n",
+       "216339  2013      5   25    1507.0       99.0    1601.0       99.0      EV   \n",
+       "216380  2013      5   25    1604.0       69.0    1754.0       74.0      MQ   \n",
+       "216404  2013      5   25    1628.0      268.0    1853.0      261.0      DL   \n",
+       "216435  2013      5   25    1657.0       72.0    1909.0       51.0      DL   \n",
+       "216441  2013      5   25    1700.0      125.0    1836.0      121.0      9E   \n",
+       "216449  2013      5   25    1713.0       68.0    1839.0       38.0      EV   \n",
+       "216463  2013      5   25    1729.0       81.0    1911.0       59.0      9E   \n",
+       "216472  2013      5   25    1743.0      143.0    1915.0      135.0      9E   \n",
+       "216474  2013      5   25    1745.0      110.0    2004.0      114.0      DL   \n",
+       "216476  2013      5   25    1745.0       61.0    2016.0       34.0      UA   \n",
+       "216502  2013      5   25    1825.0      386.0    2100.0      366.0      DL   \n",
+       "216510  2013      5   25    1833.0       93.0    2013.0      101.0      B6   \n",
+       "216521  2013      5   25    1854.0      114.0    2004.0       97.0      B6   \n",
+       "216528  2013      5   25    1900.0      120.0    2107.0      116.0      B6   \n",
+       "216532  2013      5   25    1909.0      160.0    2030.0      142.0      EV   \n",
+       "216557  2013      5   25    1940.0       80.0    2113.0       73.0      9E   \n",
+       "216561  2013      5   25    1950.0      170.0    2122.0      172.0      MQ   \n",
+       "216563  2013      5   25    1951.0      171.0    2251.0      176.0      AA   \n",
+       "216571  2013      5   25    2007.0      187.0    2136.0      186.0      MQ   \n",
+       "216576  2013      5   25    2020.0       90.0    2202.0       75.0      9E   \n",
+       "216583  2013      5   25    2042.0       77.0    2220.0       43.0      9E   \n",
+       "216589  2013      5   25    2058.0       93.0    2228.0       62.0      9E   \n",
+       "216595  2013      5   25    2111.0      191.0      22.0      162.0      AA   \n",
+       "216597  2013      5   25    2124.0      184.0    2324.0      158.0      9E   \n",
+       "216598  2013      5   25    2126.0      111.0    2249.0       89.0      9E   \n",
+       "216603  2013      5   25    2139.0      104.0    2356.0       63.0      9E   \n",
+       "216604  2013      5   25    2143.0      123.0    2251.0      111.0      EV   \n",
+       "216605  2013      5   25    2156.0       76.0    2257.0       57.0      MQ   \n",
+       "216607  2013      5   25    2210.0      155.0      42.0      123.0      B6   \n",
+       "216609  2013      5   25    2236.0      111.0    2337.0       66.0      9E   \n",
+       "216615  2013      5   25    2313.0      192.0     224.0      184.0      VX   \n",
+       "216979  2013      5   26    1418.0       98.0    1603.0       89.0      EV   \n",
+       "217030  2013      5   26    1514.0       75.0    1740.0       69.0      DL   \n",
+       "217195  2013      5   26    1805.0       80.0    2157.0      102.0      UA   \n",
+       "217224  2013      5   26    1835.0       85.0    2026.0       51.0      EV   \n",
+       "217225  2013      5   26    1838.0       98.0    2141.0       76.0      AA   \n",
+       "217248  2013      5   26    1900.0       90.0    2053.0       95.0      B6   \n",
+       "217257  2013      5   26    1912.0       73.0    2142.0       53.0      B6   \n",
+       "217302  2013      5   26    2022.0       72.0    2154.0       69.0      9E   \n",
+       "217314  2013      5   26    2043.0       73.0    2205.0       51.0      UA   \n",
+       "217324  2013      5   26    2106.0      111.0    2208.0       81.0      EV   \n",
+       "217329  2013      5   26    2119.0       64.0       1.0       53.0      B6   \n",
+       "217339  2013      5   26    2152.0       92.0    2348.0       63.0      MQ   \n",
+       "217598  2013      5   27    1005.0      125.0    1336.0      121.0      AA   \n",
+       "217603  2013      5   27    1012.0       77.0    1219.0       59.0      MQ   \n",
+       "217609  2013      5   27    1017.0      257.0    1141.0      226.0      EV   \n",
+       "217625  2013      5   27    1030.0      130.0    1142.0      132.0      AA   \n",
+       "217722  2013      5   27    1247.0      117.0    1359.0      110.0      B6   \n",
+       "217735  2013      5   27    1256.0       81.0    1448.0       53.0      EV   \n",
+       "217793  2013      5   27    1418.0       93.0    1525.0       95.0      AA   \n",
+       "217806  2013      5   27    1434.0      129.0    1547.0      102.0      AA   \n",
+       "217847  2013      5   27    1505.0       64.0    1619.0       64.0      B6   \n",
+       "217856  2013      5   27    1513.0      108.0    1642.0      102.0      AA   \n",
+       "217906  2013      5   27    1553.0      133.0    1836.0      116.0      AA   \n",
+       "217926  2013      5   27    1601.0       61.0    1733.0       71.0      US   \n",
+       "218048  2013      5   27    1803.0       73.0    1953.0       52.0      9E   \n",
+       "218051  2013      5   27    1808.0       68.0    2043.0       48.0      AA   \n",
+       "218079  2013      5   27    1831.0      171.0    2006.0      150.0      9E   \n",
+       "218085  2013      5   27    1835.0       66.0    2032.0       71.0      EV   \n",
+       "218126  2013      5   27    1908.0      278.0    2017.0      262.0      EV   \n",
+       "218136  2013      5   27    1924.0      144.0    2045.0      135.0      MQ   \n",
+       "218147  2013      5   27    1931.0      128.0    2048.0      128.0      UA   \n",
+       "218179  2013      5   27    2006.0       96.0    2155.0       71.0      9E   \n",
+       "218222  2013      5   27    2057.0       82.0    2251.0       71.0      EV   \n",
+       "218228  2013      5   27    2100.0       95.0    2339.0       47.0      UA   \n",
+       "218231  2013      5   27    2107.0       98.0    2324.0       55.0      AA   \n",
+       "218241  2013      5   27    2120.0       74.0    2304.0       53.0      EV   \n",
+       "218260  2013      5   27    2211.0      131.0     116.0       95.0      UA   \n",
+       "218262  2013      5   27    2215.0       76.0      55.0       19.0      UA   \n",
+       "218266  2013      5   27    2228.0      178.0    2358.0      139.0      9E   \n",
+       "218277  2013      5   28      22.0      173.0     119.0      160.0      EV   \n",
+       "218387  2013      5   28     720.0       70.0     823.0       60.0      EV   \n",
+       "218408  2013      5   28     745.0      105.0    1001.0      111.0      MQ   \n",
+       "218588  2013      5   28    1023.0       83.0    1230.0       62.0      EV   \n",
+       "218629  2013      5   28    1112.0      109.0    1206.0       80.0      EV   \n",
+       "218698  2013      5   28    1252.0       81.0    1522.0       58.0      UA   \n",
+       "218714  2013      5   28    1304.0      206.0    1528.0      204.0      9E   \n",
+       "218731  2013      5   28    1323.0      144.0    1538.0      118.0      UA   \n",
+       "218770  2013      5   28    1418.0       98.0    1536.0       81.0      WN   \n",
+       "218781  2013      5   28    1434.0       66.0    1600.0       48.0      EV   \n",
+       "218785  2013      5   28    1435.0       66.0    1612.0       68.0      MQ   \n",
+       "218820  2013      5   28    1458.0       63.0    1656.0       52.0      EV   \n",
+       "218836  2013      5   28    1521.0       99.0    1623.0       94.0      EV   \n",
+       "218841  2013      5   28    1525.0       66.0    1651.0       56.0      UA   \n",
+       "218851  2013      5   28    1538.0      181.0    1630.0      165.0      UA   \n",
+       "218866  2013      5   28    1552.0       61.0    1700.0       55.0      EV   \n",
+       "218879  2013      5   28    1559.0       89.0    1809.0       89.0      EV   \n",
+       "218883  2013      5   28    1603.0       77.0    1726.0       63.0      EV   \n",
+       "218892  2013      5   28    1610.0       85.0    1920.0       75.0      AA   \n",
+       "218899  2013      5   28    1616.0       76.0    1833.0       90.0      EV   \n",
+       "218912  2013      5   28    1634.0       69.0    1833.0       69.0      EV   \n",
+       "218919  2013      5   28    1640.0       70.0    1743.0       68.0      EV   \n",
+       "218920  2013      5   28    1640.0       80.0    1754.0       75.0      EV   \n",
+       "218944  2013      5   28    1703.0       68.0    1935.0       80.0      WN   \n",
+       "218945  2013      5   28    1705.0      145.0    1859.0      134.0      DL   \n",
+       "218946  2013      5   28    1705.0       66.0    1831.0       46.0      B6   \n",
+       "218957  2013      5   28    1719.0       69.0    1903.0       38.0      EV   \n",
+       "218958  2013      5   28    1719.0       89.0    1830.0       82.0      EV   \n",
+       "218968  2013      5   28    1727.0       65.0    2033.0        NaN      EV   \n",
+       "219002  2013      5   28    1751.0      162.0    1946.0      162.0      EV   \n",
+       "219021  2013      5   28    1805.0       65.0    1938.0       68.0      MQ   \n",
+       "219030  2013      5   28    1815.0       76.0    1940.0       59.0      UA   \n",
+       "219034  2013      5   28    1820.0       65.0    2112.0       31.0      DL   \n",
+       "219057  2013      5   28    1841.0      166.0    2011.0      179.0      UA   \n",
+       "219058  2013      5   28    1842.0      223.0    2134.0      247.0      EV   \n",
+       "219068  2013      5   28    1852.0       88.0    2109.0      100.0      EV   \n",
+       "219079  2013      5   28    1858.0      239.0    2119.0      265.0      EV   \n",
+       "219098  2013      5   28    1917.0       62.0    2125.0       46.0      9E   \n",
+       "219105  2013      5   28    1922.0       77.0    2222.0       75.0      UA   \n",
+       "219113  2013      5   28    1928.0       68.0    2133.0       45.0      9E   \n",
+       "219128  2013      5   28    1942.0       67.0    2213.0       84.0      9E   \n",
+       "219155  2013      5   28    2009.0      126.0    2201.0      134.0      UA   \n",
+       "219176  2013      5   28    2035.0      246.0    2249.0      269.0      EV   \n",
+       "219194  2013      5   28    2109.0      134.0    2301.0      122.0      US   \n",
+       "219201  2013      5   28    2121.0       86.0    2240.0       92.0      EV   \n",
+       "219220  2013      5   28    2145.0       65.0    2250.0       50.0      MQ   \n",
+       "219224  2013      5   28    2204.0      109.0      11.0      111.0      EV   \n",
+       "219227  2013      5   28    2208.0       69.0    2343.0       85.0      EV   \n",
+       "219230  2013      5   28    2213.0       73.0    2310.0       58.0      US   \n",
+       "219231  2013      5   28    2216.0      227.0      19.0      185.0      UA   \n",
+       "219234  2013      5   28    2233.0      183.0    2335.0      165.0      EV   \n",
+       "219238  2013      5   28    2246.0      141.0      30.0      124.0      EV   \n",
+       "219239  2013      5   28    2250.0       83.0      52.0       75.0      EV   \n",
+       "219242  2013      5   28    2304.0       65.0    2354.0       50.0      EV   \n",
+       "219523  2013      5   29     935.0       75.0    1103.0       63.0      MQ   \n",
+       "219585  2013      5   29    1045.0      105.0    1200.0       78.0      EV   \n",
+       "219621  2013      5   29    1130.0      163.0    1427.0      172.0      UA   \n",
+       "219660  2013      5   29    1226.0       86.0    1333.0       83.0      MQ   \n",
+       "219671  2013      5   29    1246.0      136.0    1529.0      109.0      AA   \n",
+       "219741  2013      5   29    1358.0       62.0    1514.0       40.0      UA   \n",
+       "219764  2013      5   29    1434.0       74.0    1631.0       67.0      EV   \n",
+       "219772  2013      5   29    1440.0      190.0    1641.0      171.0      EV   \n",
+       "219793  2013      5   29    1454.0      174.0    1757.0      167.0      AA   \n",
+       "219815  2013      5   29    1513.0       91.0    1621.0       92.0      EV   \n",
+       "219898  2013      5   29    1621.0       66.0    1928.0       72.0      UA   \n",
+       "219915  2013      5   29    1636.0       61.0    1901.0       62.0      UA   \n",
+       "219967  2013      5   29    1729.0       94.0    1834.0       79.0      MQ   \n",
+       "219992  2013      5   29    1751.0      101.0    1957.0       92.0      EV   \n",
+       "220003  2013      5   29    1801.0       71.0    1952.0       33.0      9E   \n",
+       "220034  2013      5   29    1831.0      101.0    1959.0       74.0      WN   \n",
+       "220049  2013      5   29    1850.0       86.0    2123.0      114.0      EV   \n",
+       "220074  2013      5   29    1908.0      296.0    2121.0      286.0      FL   \n",
+       "220110  2013      5   29    1937.0       67.0    2312.0       72.0      AA   \n",
+       "220118  2013      5   29    1947.0       62.0    2233.0       37.0      DL   \n",
+       "220127  2013      5   29    1959.0      119.0    2105.0       90.0      WN   \n",
+       "220131  2013      5   29    2007.0      157.0    2152.0      137.0      DL   \n",
+       "220132  2013      5   29    2008.0       88.0    2219.0       89.0      EV   \n",
+       "220162  2013      5   29    2049.0       74.0    2148.0       27.0      9E   \n",
+       "220175  2013      5   29    2107.0       72.0    2340.0       47.0      9E   \n",
+       "220188  2013      5   29    2132.0       72.0    2355.0       33.0      UA   \n",
+       "220189  2013      5   29    2135.0      125.0    2324.0       89.0      EV   \n",
+       "220198  2013      5   29    2145.0       75.0     104.0       68.0      B6   \n",
+       "220200  2013      5   29    2150.0      140.0    2252.0      122.0      EV   \n",
+       "220205  2013      5   29    2201.0       61.0     115.0       45.0      DL   \n",
+       "220211  2013      5   29    2219.0       64.0    2356.0       46.0      MQ   \n",
+       "220215  2013      5   29    2238.0       71.0      45.0       68.0      EV   \n",
+       "220216  2013      5   29    2239.0       70.0      55.0      136.0      EV   \n",
+       "220217  2013      5   29    2241.0       71.0       1.0       61.0      MQ   \n",
+       "220417  2013      5   30     817.0       87.0    1054.0       69.0      AA   \n",
+       "220553  2013      5   30    1028.0      141.0    1300.0      118.0      UA   \n",
+       "220581  2013      5   30    1103.0       88.0    1310.0       62.0      EV   \n",
+       "220665  2013      5   30    1254.0       84.0    1543.0       75.0      B6   \n",
+       "220694  2013      5   30    1321.0      101.0    1419.0       92.0      B6   \n",
+       "220725  2013      5   30    1359.0      109.0    1518.0       83.0      MQ   \n",
+       "220785  2013      5   30    1502.0       82.0    1758.0       78.0      AA   \n",
+       "220794  2013      5   30    1513.0       88.0    1641.0       71.0      MQ   \n",
+       "220858  2013      5   30    1620.0       80.0    1822.0       97.0      AA   \n",
+       "220859  2013      5   30    1621.0      126.0    1812.0      137.0      AA   \n",
+       "220865  2013      5   30    1626.0       68.0    1840.0       62.0      UA   \n",
+       "220869  2013      5   30    1631.0       66.0    1822.0       67.0      MQ   \n",
+       "220870  2013      5   30    1632.0      101.0    1803.0      118.0      EV   \n",
+       "220884  2013      5   30    1645.0       70.0    1758.0       63.0      WN   \n",
+       "220885  2013      5   30    1646.0       61.0    1827.0       42.0      MQ   \n",
+       "220887  2013      5   30    1647.0       67.0    1909.0       93.0      9E   \n",
+       "220890  2013      5   30    1651.0       82.0    1857.0       77.0      EV   \n",
+       "220900  2013      5   30    1655.0       70.0    2020.0       64.0      DL   \n",
+       "220909  2013      5   30    1701.0      121.0    1937.0      179.0      UA   \n",
+       "220915  2013      5   30    1711.0       61.0    1902.0       37.0      EV   \n",
+       "220925  2013      5   30    1724.0       62.0    1836.0       61.0      EV   \n",
+       "220926  2013      5   30    1725.0       95.0    2015.0       75.0      AA   \n",
+       "220943  2013      5   30    1735.0       70.0    1934.0       59.0      DL   \n",
+       "220944  2013      5   30    1735.0      126.0    1959.0      126.0      UA   \n",
+       "220946  2013      5   30    1736.0       66.0    2133.0       94.0      VX   \n",
+       "220959  2013      5   30    1746.0       77.0    1913.0       59.0      MQ   \n",
+       "220962  2013      5   30    1750.0      115.0    2018.0      123.0      WN   \n",
+       "220967  2013      5   30    1755.0       86.0    2032.0       65.0      B6   \n",
+       "220980  2013      5   30    1809.0      134.0    2002.0      133.0      B6   \n",
+       "220984  2013      5   30    1813.0       74.0    1924.0       42.0      UA   \n",
+       "221003  2013      5   30    1832.0       68.0    2103.0       94.0      EV   \n",
+       "221026  2013      5   30    1854.0      114.0    2209.0      134.0      AA   \n",
+       "221032  2013      5   30    1855.0      100.0    2257.0      136.0      DL   \n",
+       "221033  2013      5   30    1855.0      115.0    2035.0      125.0      MQ   \n",
+       "221037  2013      5   30    1858.0      183.0    2004.0      157.0      UA   \n",
+       "221045  2013      5   30    1903.0      123.0    2030.0      112.0      UA   \n",
+       "221055  2013      5   30    1922.0      162.0    2117.0      152.0      MQ   \n",
+       "221059  2013      5   30    1923.0      120.0    2147.0      124.0      UA   \n",
+       "221061  2013      5   30    1926.0       86.0    2048.0       73.0      WN   \n",
+       "221066  2013      5   30    1928.0      118.0    2142.0      106.0      F9   \n",
+       "221074  2013      5   30    1936.0       66.0    2316.0       81.0      UA   \n",
+       "221077  2013      5   30    1938.0       83.0    2114.0       79.0      MQ   \n",
+       "221082  2013      5   30    1944.0       74.0    2217.0       77.0      UA   \n",
+       "221087  2013      5   30    1949.0      109.0    2131.0      113.0      UA   \n",
+       "221100  2013      5   30    2000.0      170.0    2137.0      142.0      AA   \n",
+       "221108  2013      5   30    2009.0       64.0    2255.0       31.0      B6   \n",
+       "221109  2013      5   30    2010.0       70.0    2127.0       65.0      EV   \n",
+       "221115  2013      5   30    2017.0       62.0    2156.0       44.0      EV   \n",
+       "221119  2013      5   30    2019.0      134.0    2142.0      108.0      UA   \n",
+       "221127  2013      5   30    2024.0      149.0    2136.0      126.0      WN   \n",
+       "221141  2013      5   30    2044.0      284.0    2313.0      267.0      DL   \n",
+       "221144  2013      5   30    2046.0       66.0    2228.0       58.0      MQ   \n",
+       "221154  2013      5   30    2100.0      121.0    2334.0      132.0      FL   \n",
+       "221157  2013      5   30    2104.0       99.0    2229.0       60.0      9E   \n",
+       "221163  2013      5   30    2118.0      133.0    2301.0       89.0      9E   \n",
+       "221166  2013      5   30    2122.0      177.0    2220.0      135.0      WN   \n",
+       "221168  2013      5   30    2125.0      165.0    2319.0      149.0      EV   \n",
+       "221175  2013      5   30    2137.0      128.0    2358.0       89.0      AA   \n",
+       "221181  2013      5   30    2144.0       74.0    2310.0       53.0      B6   \n",
+       "221185  2013      5   30    2154.0      129.0    2319.0      114.0      AA   \n",
+       "221186  2013      5   30    2159.0       64.0    2334.0       79.0      MQ   \n",
+       "221187  2013      5   30    2201.0      121.0    2302.0       84.0      UA   \n",
+       "221189  2013      5   30    2203.0      154.0    2332.0      143.0      MQ   \n",
+       "221197  2013      5   30    2222.0       77.0    2359.0       54.0      MQ   \n",
+       "221199  2013      5   30    2230.0       91.0      27.0       91.0      EV   \n",
+       "221203  2013      5   30    2248.0      138.0    2349.0      119.0      WN   \n",
+       "221204  2013      5   30    2249.0      129.0    2358.0      118.0      MQ   \n",
+       "221205  2013      5   30    2250.0       62.0      54.0       55.0      EV   \n",
+       "221209  2013      5   30    2318.0      143.0      14.0      109.0      WN   \n",
+       "221362  2013      5   31     754.0       74.0     916.0       70.0      EV   \n",
+       "221388  2013      5   31     807.0       80.0     935.0       96.0      EV   \n",
+       "221397  2013      5   31     812.0      122.0     919.0      116.0      EV   \n",
+       "221403  2013      5   31     816.0       76.0     928.0       58.0      UA   \n",
+       "221456  2013      5   31     902.0       83.0     959.0       78.0      EV   \n",
+       "221461  2013      5   31     911.0       71.0    1123.0       70.0      EV   \n",
+       "221462  2013      5   31     912.0       82.0    1314.0       79.0      AA   \n",
+       "221467  2013      5   31     918.0      113.0    1201.0       81.0      AA   \n",
+       "221533  2013      5   31    1026.0      179.0    1204.0      159.0      EV   \n",
+       "221586  2013      5   31    1144.0      174.0    1242.0      148.0      9E   \n",
+       "221587  2013      5   31    1148.0      143.0    1437.0      137.0      VX   \n",
+       "221596  2013      5   31    1154.0      174.0    1442.0      137.0      AA   \n",
+       "221606  2013      5   31    1203.0      143.0    1312.0      137.0      9E   \n",
+       "221635  2013      5   31    1247.0       82.0    1540.0       73.0      UA   \n",
+       "221645  2013      5   31    1254.0       99.0    1450.0       69.0      UA   \n",
+       "221670  2013      5   31    1324.0       84.0    1432.0       79.0      B6   \n",
+       "221690  2013      5   31    1347.0       62.0    1539.0       14.0      WN   \n",
+       "221705  2013      5   31    1407.0      105.0    1611.0      112.0      EV   \n",
+       "221710  2013      5   31    1411.0       86.0    1611.0       76.0      EV   \n",
+       "221737  2013      5   31    1442.0       75.0    1643.0       58.0      F9   \n",
+       "221770  2013      5   31    1513.0      133.0    1714.0      115.0      EV   \n",
+       "221771  2013      5   31    1513.0      193.0    1627.0      193.0      9E   \n",
+       "221849  2013      5   31    1623.0       88.0    1811.0       91.0      MQ   \n",
+       "221862  2013      5   31    1636.0      277.0    1905.0      262.0      UA   \n",
+       "221868  2013      5   31    1642.0      111.0    1750.0      105.0      EV   \n",
+       "221875  2013      5   31    1650.0       65.0    1835.0       50.0      MQ   \n",
+       "221893  2013      5   31    1659.0      144.0    1824.0      144.0      9E   \n",
+       "221906  2013      5   31    1709.0      134.0    1907.0      138.0      EV   \n",
+       "221907  2013      5   31    1710.0       75.0    2002.0       73.0      DL   \n",
+       "221908  2013      5   31    1710.0       70.0    1837.0       49.0      9E   \n",
+       "221913  2013      5   31    1718.0      199.0    1945.0      229.0      US   \n",
+       "221937  2013      5   31    1733.0      163.0    1936.0      181.0      MQ   \n",
+       "221940  2013      5   31    1740.0       90.0    1847.0       58.0      EV   \n",
+       "221950  2013      5   31    1752.0       83.0    2052.0       71.0      UA   \n",
+       "221965  2013      5   31    1806.0       67.0    1924.0       42.0      UA   \n",
+       "221997  2013      5   31    1837.0       77.0    2138.0       79.0      UA   \n",
+       "221999  2013      5   31    1839.0      109.0    2057.0      116.0      9E   \n",
+       "222007  2013      5   31    1847.0       97.0    2009.0       54.0      AA   \n",
+       "222014  2013      5   31    1852.0       88.0    2101.0       92.0      EV   \n",
+       "222017  2013      5   31    1854.0      115.0       NaN        NaN      EV   \n",
+       "222056  2013      5   31    1933.0       72.0    2137.0       56.0      DL   \n",
+       "222070  2013      5   31    1947.0       77.0    2152.0       37.0      UA   \n",
+       "222086  2013      5   31    2001.0      231.0    2138.0      211.0      9E   \n",
+       "222087  2013      5   31    2001.0       74.0    2135.0       61.0      9E   \n",
+       "222088  2013      5   31    2002.0      154.0    2254.0      134.0      UA   \n",
+       "222101  2013      5   31    2016.0      208.0    2229.0      191.0      UA   \n",
+       "222105  2013      5   31    2019.0       74.0    2206.0       34.0      9E   \n",
+       "222128  2013      5   31    2045.0       80.0    2226.0       48.0      9E   \n",
+       "222129  2013      5   31    2045.0       74.0    2340.0       35.0      B6   \n",
+       "222132  2013      5   31    2047.0       77.0    2220.0       86.0      EV   \n",
+       "222147  2013      5   31    2105.0      190.0    2217.0      167.0      WN   \n",
+       "222150  2013      5   31    2110.0       87.0    2225.0       85.0      EV   \n",
+       "222158  2013      5   31    2124.0       69.0    2317.0       37.0      9E   \n",
+       "222174  2013      5   31    2200.0       90.0    2345.0       78.0      EV   \n",
+       "222175  2013      5   31    2209.0       70.0    2346.0       50.0      EV   \n",
+       "222177  2013      5   31    2232.0      112.0    2345.0      105.0      MQ   \n",
+       "222185  2013      5   31    2304.0       99.0      15.0      100.0      MQ   \n",
+       "222186  2013      5   31    2307.0      132.0     139.0      100.0      UA   \n",
+       "222368  2013      6    1     833.0       93.0    1119.0       73.0      DL   \n",
+       "222378  2013      6    1     844.0      124.0    1038.0      115.0      EV   \n",
+       "222489  2013      6    1    1119.0       76.0    1310.0       56.0      EV   \n",
+       "222606  2013      6    1    1402.0       62.0    1640.0       52.0      DL   \n",
+       "222635  2013      6    1    1439.0       99.0    1741.0      106.0      VX   \n",
+       "222821  2013      6    1    1807.0      157.0    2004.0      126.0      UA   \n",
+       "222823  2013      6    1    1809.0      319.0    2000.0      312.0      DL   \n",
+       "222844  2013      6    1    1834.0      114.0    2036.0      111.0      MQ   \n",
+       "222846  2013      6    1    1837.0      107.0    2054.0      100.0      9E   \n",
+       "222879  2013      6    1    1918.0      138.0    2101.0      131.0      AA   \n",
+       "222919  2013      6    1    2012.0      182.0    2142.0      147.0      AA   \n",
+       "222939  2013      6    1    2104.0      105.0    2338.0       78.0      B6   \n",
+       "222948  2013      6    1    2150.0       79.0      37.0       49.0      B6   \n",
+       "222950  2013      6    1    2209.0      164.0    2345.0      128.0      9E   \n",
+       "222962  2013      6    2      20.0      145.0     222.0      127.0      UA   \n",
+       "222963  2013      6    2      24.0       99.0     133.0       92.0      B6   \n",
+       "222964  2013      6    2      33.0      214.0     150.0      206.0      EV   \n",
+       "222965  2013      6    2      35.0      185.0     332.0      195.0      B6   \n",
+       "222966  2013      6    2      36.0      322.0     223.0      302.0      EV   \n",
+       "222968  2013      6    2     128.0      209.0     325.0      195.0      EV   \n",
+       "222969  2013      6    2     131.0      225.0     229.0      218.0      EV   \n",
+       "222970  2013      6    2     219.0      324.0     322.0      292.0      WN   \n",
+       "223124  2013      6    2     831.0       62.0    1148.0       88.0      UA   \n",
+       "223160  2013      6    2     906.0      106.0    1159.0      106.0      UA   \n",
+       "223329  2013      6    2    1249.0      120.0    1418.0      130.0      EV   \n",
+       "223373  2013      6    2    1342.0       83.0    1545.0       80.0      UA   \n",
+       "223433  2013      6    2    1505.0       70.0    1745.0       62.0      B6   \n",
+       "223436  2013      6    2    1508.0       73.0    1710.0       66.0      EV   \n",
+       "223438  2013      6    2    1510.0      131.0    1755.0      145.0      DL   \n",
+       "223444  2013      6    2    1519.0       69.0    1754.0       84.0      FL   \n",
+       "223459  2013      6    2    1539.0      130.0    1653.0      128.0      EV   \n",
+       "223464  2013      6    2    1544.0      124.0    1822.0      102.0      AA   \n",
+       "223473  2013      6    2    1553.0       68.0    1728.0       71.0      UA   \n",
+       "223474  2013      6    2    1553.0       65.0    1709.0       67.0      EV   \n",
+       "223482  2013      6    2    1605.0       70.0    1746.0       66.0      MQ   \n",
+       "223493  2013      6    2    1630.0       74.0    1908.0       53.0      UA   \n",
+       "223497  2013      6    2    1630.0      181.0    1818.0      185.0      EV   \n",
+       "223505  2013      6    2    1644.0      117.0    1831.0      109.0      EV   \n",
+       "223510  2013      6    2    1650.0       65.0    1856.0       44.0      DL   \n",
+       "223511  2013      6    2    1651.0       82.0    1809.0       82.0      EV   \n",
+       "223522  2013      6    2    1711.0       61.0    1843.0       54.0      EV   \n",
+       "223526  2013      6    2    1718.0       78.0    1911.0       38.0      9E   \n",
+       "223528  2013      6    2    1722.0      117.0    1810.0       95.0      EV   \n",
+       "223536  2013      6    2    1724.0      154.0    1859.0      137.0      EV   \n",
+       "223541  2013      6    2    1726.0       76.0    2013.0       62.0      B6   \n",
+       "223547  2013      6    2    1733.0      153.0    1840.0      123.0      UA   \n",
+       "223548  2013      6    2    1733.0       78.0    1931.0       54.0      DL   \n",
+       "223552  2013      6    2    1741.0      132.0    1953.0      133.0      EV   \n",
+       "223556  2013      6    2    1753.0      132.0    1909.0       89.0      UA   \n",
+       "223558  2013      6    2    1753.0       78.0    1944.0       90.0      EV   \n",
+       "223559  2013      6    2    1754.0      115.0    2008.0      114.0      MQ   \n",
+       "223560  2013      6    2    1754.0      165.0    2006.0      136.0      UA   \n",
+       "223561  2013      6    2    1756.0      201.0       NaN        NaN      9E   \n",
+       "223564  2013      6    2    1758.0       93.0    1941.0       66.0      DL   \n",
+       "223565  2013      6    2    1801.0      151.0    1940.0      170.0      WN   \n",
+       "223566  2013      6    2    1801.0      151.0    1949.0      159.0      EV   \n",
+       "223567  2013      6    2    1802.0      122.0    2125.0      121.0      DL   \n",
+       "223568  2013      6    2    1804.0      139.0    2106.0      125.0      DL   \n",
+       "223569  2013      6    2    1806.0      141.0    2016.0      151.0      MQ   \n",
+       "223571  2013      6    2    1809.0      100.0    2029.0       96.0      US   \n",
+       "223572  2013      6    2    1810.0       85.0    1934.0       79.0      WN   \n",
+       "223574  2013      6    2    1810.0      155.0    2015.0      158.0      EV   \n",
+       "223576  2013      6    2    1816.0       77.0    2054.0       55.0      AA   \n",
+       "223577  2013      6    2    1816.0       91.0    2008.0       77.0      DL   \n",
+       "223578  2013      6    2    1818.0      173.0    2038.0      194.0      EV   \n",
+       "223579  2013      6    2    1827.0       62.0    2156.0       82.0      DL   \n",
+       "223582  2013      6    2    1831.0       61.0    2019.0       44.0      DL   \n",
+       "223584  2013      6    2    1833.0      154.0    2007.0      140.0      9E   \n",
+       "223586  2013      6    2    1837.0      117.0    2036.0      111.0      MQ   \n",
+       "223587  2013      6    2    1840.0      110.0    2118.0      137.0      9E   \n",
+       "223588  2013      6    2    1840.0      191.0    2123.0      183.0      B6   \n",
+       "223591  2013      6    2    1845.0      155.0    2048.0      143.0      EV   \n",
+       "223593  2013      6    2    1847.0      231.0    2033.0      223.0      EV   \n",
+       "223594  2013      6    2    1852.0       77.0    2003.0       61.0      DL   \n",
+       "223597  2013      6    2    1857.0      117.0    2016.0      109.0      B6   \n",
+       "223598  2013      6    2    1858.0       93.0    2135.0       80.0      UA   \n",
+       "223602  2013      6    2    1902.0      122.0    2137.0      187.0      MQ   \n",
+       "223603  2013      6    2    1906.0       71.0    2156.0       36.0      AA   \n",
+       "223604  2013      6    2    1907.0       62.0    2226.0       59.0      UA   \n",
+       "223605  2013      6    2    1907.0      128.0    2128.0      148.0      EV   \n",
+       "223607  2013      6    2    1909.0       99.0    2231.0      112.0      B6   \n",
+       "223610  2013      6    2    1914.0      129.0    2144.0      100.0      UA   \n",
+       "223612  2013      6    2    1914.0      199.0    2042.0      182.0      WN   \n",
+       "223613  2013      6    2    1915.0      130.0    2132.0      141.0      US   \n",
+       "223614  2013      6    2    1916.0      241.0    2158.0      258.0      MQ   \n",
+       "223615  2013      6    2    1917.0       92.0    2201.0       71.0      AA   \n",
+       "223616  2013      6    2    1917.0      102.0    2149.0      132.0      YV   \n",
+       "223617  2013      6    2    1917.0      127.0    2101.0      124.0      EV   \n",
+       "223618  2013      6    2    1918.0       78.0    2155.0       53.0      UA   \n",
+       "223619  2013      6    2    1918.0      148.0    2129.0      130.0      9E   \n",
+       "223620  2013      6    2    1918.0      109.0    2059.0       98.0      EV   \n",
+       "223621  2013      6    2    1919.0      170.0    2232.0      185.0      B6   \n",
+       "223624  2013      6    2    1925.0      215.0    2117.0      192.0      WN   \n",
+       "223625  2013      6    2    1929.0      119.0    2115.0      137.0      B6   \n",
+       "223627  2013      6    2    1930.0       95.0    2138.0      128.0      MQ   \n",
+       "223628  2013      6    2    1933.0      108.0    2217.0       51.0      UA   \n",
+       "223629  2013      6    2    1933.0      163.0    2104.0      168.0      EV   \n",
+       "223631  2013      6    2    1934.0      114.0    2140.0       85.0      WN   \n",
+       "223632  2013      6    2    1935.0      120.0    2153.0      145.0      US   \n",
+       "223634  2013      6    2    1937.0      157.0    2140.0      183.0      UA   \n",
+       "223635  2013      6    2    1937.0      112.0    2151.0       90.0      DL   \n",
+       "223638  2013      6    2    1938.0       93.0    2109.0       97.0      EV   \n",
+       "223639  2013      6    2    1942.0      207.0    2218.0      218.0      MQ   \n",
+       "223641  2013      6    2    1947.0       78.0    2148.0       69.0      DL   \n",
+       "223644  2013      6    2    1951.0      126.0    2332.0      169.0      DL   \n",
+       "223645  2013      6    2    1956.0       61.0    2158.0       59.0      US   \n",
+       "223648  2013      6    2    2000.0      120.0    2145.0      115.0      AA   \n",
+       "223650  2013      6    2    2003.0       93.0    2301.0       78.0      UA   \n",
+       "223651  2013      6    2    2004.0      102.0    2149.0       50.0      UA   \n",
+       "223653  2013      6    2    2007.0      117.0    2256.0      102.0      DL   \n",
+       "223654  2013      6    2    2008.0      178.0    2246.0      166.0      WN   \n",
+       "223656  2013      6    2    2011.0      113.0    2304.0      104.0      B6   \n",
+       "223657  2013      6    2    2012.0      102.0    2348.0      108.0      UA   \n",
+       "223658  2013      6    2    2012.0      132.0    2351.0      131.0      AA   \n",
+       "223660  2013      6    2    2018.0       93.0    2212.0      102.0      MQ   \n",
+       "223664  2013      6    2    2029.0      119.0    2329.0      101.0      UA   \n",
+       "223665  2013      6    2    2029.0       79.0    2153.0       68.0      9E   \n",
+       "223669  2013      6    2    2030.0      120.0    2320.0       80.0      AA   \n",
+       "223671  2013      6    2    2031.0       66.0    2323.0       64.0      DL   \n",
+       "223673  2013      6    2    2036.0      156.0    2301.0      147.0      DL   \n",
+       "223674  2013      6    2    2037.0       92.0    2345.0       81.0      B6   \n",
+       "223677  2013      6    2    2041.0       61.0    2346.0       63.0      DL   \n",
+       "223678  2013      6    2    2042.0       77.0       9.0       86.0      DL   \n",
+       "223679  2013      6    2    2043.0      143.0    2249.0      121.0      9E   \n",
+       "223680  2013      6    2    2043.0       78.0    2247.0       69.0      9E   \n",
+       "223681  2013      6    2    2046.0       71.0      30.0      111.0      B6   \n",
+       "223682  2013      6    2    2047.0       82.0    2337.0       67.0      AA   \n",
+       "223685  2013      6    2    2052.0       67.0      14.0       74.0      AA   \n",
+       "223686  2013      6    2    2052.0      107.0    2210.0       85.0      WN   \n",
+       "223687  2013      6    2    2053.0      144.0    2328.0      175.0      US   \n",
+       "223688  2013      6    2    2054.0      104.0    2400.0       80.0      AA   \n",
+       "223689  2013      6    2    2055.0      145.0      22.0      142.0      AA   \n",
+       "223690  2013      6    2    2056.0       71.0    2230.0       65.0      AA   \n",
+       "223691  2013      6    2    2057.0      162.0    2232.0      167.0      WN   \n",
+       "223692  2013      6    2    2059.0      169.0    2229.0      149.0      MQ   \n",
+       "223693  2013      6    2    2102.0       62.0    2215.0       63.0      US   \n",
+       "223694  2013      6    2    2104.0       99.0      17.0       84.0      DL   \n",
+       "223696  2013      6    2    2108.0       73.0    2223.0       73.0      AA   \n",
+       "223697  2013      6    2    2108.0      128.0    2342.0      127.0      DL   \n",
+       "223698  2013      6    2    2110.0      161.0    2327.0      172.0      DL   \n",
+       "223700  2013      6    2    2112.0      162.0    2257.0      167.0      MQ   \n",
+       "223701  2013      6    2    2112.0      193.0      49.0      222.0      UA   \n",
+       "223702  2013      6    2    2113.0      146.0    2251.0      137.0      9E   \n",
+       "223703  2013      6    2    2113.0      193.0    2223.0      173.0      WN   \n",
+       "223704  2013      6    2    2113.0       73.0    2320.0       78.0      EV   \n",
+       "223705  2013      6    2    2115.0      135.0    2353.0      126.0      DL   \n",
+       "223706  2013      6    2    2119.0      114.0      19.0       89.0      UA   \n",
+       "223710  2013      6    2    2124.0       65.0    2400.0       71.0      B6   \n",
+       "223712  2013      6    2    2132.0      243.0      17.0      202.0      VX   \n",
+       "223713  2013      6    2    2134.0      229.0      22.0      231.0      B6   \n",
+       "223714  2013      6    2    2135.0       65.0      54.0       58.0      B6   \n",
+       "223715  2013      6    2    2135.0      200.0    2342.0      179.0      DL   \n",
+       "223716  2013      6    2    2136.0      137.0      19.0      119.0      B6   \n",
+       "223719  2013      6    2    2143.0       88.0    2300.0       81.0      B6   \n",
+       "223720  2013      6    2    2145.0      205.0      23.0      170.0      AS   \n",
+       "223721  2013      6    2    2145.0       73.0    2253.0       67.0      B6   \n",
+       "223723  2013      6    2    2149.0      134.0    2313.0      112.0      9E   \n",
+       "223724  2013      6    2    2149.0      254.0    2316.0      241.0      WN   \n",
+       "223725  2013      6    2    2151.0       66.0      20.0       67.0      B6   \n",
+       "223726  2013      6    2    2153.0      213.0    2350.0      229.0      9E   \n",
+       "223727  2013      6    2    2153.0      143.0    2351.0      136.0      EV   \n",
+       "223729  2013      6    2    2157.0      148.0    2316.0      129.0      UA   \n",
+       "223730  2013      6    2    2158.0      188.0    2322.0      167.0      AA   \n",
+       "223732  2013      6    2    2201.0      101.0      21.0       96.0      MQ   \n",
+       "223733  2013      6    2    2202.0       93.0     128.0       61.0      UA   \n",
+       "223734  2013      6    2    2202.0      152.0    2325.0      128.0      DL   \n",
+       "223735  2013      6    2    2205.0      150.0      55.0      141.0      UA   \n",
+       "223737  2013      6    2    2210.0      185.0      15.0      163.0      9E   \n",
+       "223738  2013      6    2    2213.0      198.0      57.0      190.0      UA   \n",
+       "223739  2013      6    2    2213.0      237.0    2335.0      213.0      UA   \n",
+       "223741  2013      6    2    2215.0       75.0     101.0       83.0      B6   \n",
+       "223742  2013      6    2    2215.0      200.0     146.0      211.0      VX   \n",
+       "223745  2013      6    2    2218.0      228.0      24.0      209.0      WN   \n",
+       "223746  2013      6    2    2221.0      135.0      48.0      119.0      UA   \n",
+       "223747  2013      6    2    2223.0      143.0    2326.0      116.0      UA   \n",
+       "223748  2013      6    2    2226.0       69.0    2340.0       47.0      UA   \n",
+       "223750  2013      6    2    2232.0       72.0    2356.0       56.0      EV   \n",
+       "223751  2013      6    2    2233.0      162.0     133.0      154.0      UA   \n",
+       "223752  2013      6    2    2235.0      100.0     118.0       79.0      UA   \n",
+       "223753  2013      6    2    2235.0      215.0    2347.0      211.0      US   \n",
+       "223754  2013      6    2    2236.0      176.0      16.0      166.0      MQ   \n",
+       "223756  2013      6    2    2239.0      100.0    2338.0       79.0      UA   \n",
+       "223757  2013      6    2    2241.0      226.0      33.0      223.0      MQ   \n",
+       "223759  2013      6    2    2242.0       81.0     207.0      128.0      UA   \n",
+       "223760  2013      6    2    2242.0      237.0     123.0      213.0      B6   \n",
+       "223762  2013      6    2    2248.0      143.0     205.0      145.0      UA   \n",
+       "223763  2013      6    2    2250.0      140.0      35.0      153.0      FL   \n",
+       "223764  2013      6    2    2251.0      212.0     106.0      260.0      EV   \n",
+       "223766  2013      6    2    2259.0      244.0     255.0      290.0      VX   \n",
+       "223767  2013      6    2    2301.0      168.0     237.0      194.0      UA   \n",
+       "223768  2013      6    2    2309.0       79.0     205.0       71.0      B6   \n",
+       "223769  2013      6    2    2311.0      101.0     119.0      152.0      EV   \n",
+       "223770  2013      6    2    2313.0       84.0     237.0      106.0      UA   \n",
+       "223771  2013      6    2    2316.0      256.0      51.0      243.0      EV   \n",
+       "223772  2013      6    2    2319.0      199.0     234.0      237.0      DL   \n",
+       "223773  2013      6    2    2320.0      120.0     221.0      124.0      UA   \n",
+       "223775  2013      6    2    2332.0      197.0     158.0      170.0      B6   \n",
+       "223776  2013      6    2    2340.0      115.0     249.0      104.0      AA   \n",
+       "223777  2013      6    2    2342.0      162.0     115.0      185.0      US   \n",
+       "223778  2013      6    2    2343.0      222.0     259.0      234.0      VX   \n",
+       "223780  2013      6    2    2346.0      136.0     227.0      125.0      B6   \n",
+       "223782  2013      6    2    2357.0      191.0     253.0      149.0      UA   \n",
+       "223873  2013      6    3      10.0      175.0     150.0      160.0      MQ   \n",
+       "223995  2013      6    3     734.0       62.0     958.0       38.0      UA   \n",
+       "224001  2013      6    3     737.0       97.0     931.0       95.0      EV   \n",
+       "224111  2013      6    3     913.0       73.0    1024.0       80.0      US   \n",
+       "224168  2013      6    3    1027.0      252.0    1215.0      237.0      EV   \n",
+       "224176  2013      6    3    1034.0      119.0    1215.0      115.0      MQ   \n",
+       "224195  2013      6    3    1107.0      102.0    1342.0       67.0      AA   \n",
+       "224199  2013      6    3    1110.0       95.0    1335.0       87.0      EV   \n",
+       "224200  2013      6    3    1113.0       78.0    1224.0       74.0      MQ   \n",
+       "224201  2013      6    3    1115.0       72.0    1331.0       79.0      EV   \n",
+       "224212  2013      6    3    1131.0      181.0    1255.0      160.0      9E   \n",
+       "224213  2013      6    3    1131.0       96.0    1455.0      105.0      AA   \n",
+       "224216  2013      6    3    1135.0       95.0    1252.0       93.0      US   \n",
+       "224217  2013      6    3    1137.0       94.0    1254.0       79.0      FL   \n",
+       "224226  2013      6    3    1150.0      110.0    1409.0      109.0      MQ   \n",
+       "224237  2013      6    3    1200.0      142.0    1416.0      132.0      9E   \n",
+       "224244  2013      6    3    1205.0       79.0    1328.0       83.0      EV   \n",
+       "224255  2013      6    3    1226.0      206.0    1326.0      164.0      EV   \n",
+       "224256  2013      6    3    1229.0      154.0    1442.0      152.0      9E   \n",
+       "224264  2013      6    3    1236.0      151.0    1355.0      144.0      EV   \n",
+       "224273  2013      6    3    1249.0      169.0    1414.0      157.0      UA   \n",
+       "224274  2013      6    3    1249.0      140.0    1456.0      137.0      US   \n",
+       "224287  2013      6    3    1303.0      233.0    1509.0      239.0      MQ   \n",
+       "224294  2013      6    3    1307.0       67.0    1559.0       85.0      DL   \n",
+       "224296  2013      6    3    1313.0      258.0    1552.0      272.0      MQ   \n",
+       "224300  2013      6    3    1320.0       80.0    1441.0       92.0      US   \n",
+       "224301  2013      6    3    1320.0       80.0    1420.0       66.0      9E   \n",
+       "224305  2013      6    3    1324.0      169.0    1541.0      186.0      MQ   \n",
+       "224311  2013      6    3    1329.0      104.0    1545.0      125.0      MQ   \n",
+       "224312  2013      6    3    1329.0       89.0    1517.0       99.0      UA   \n",
+       "224321  2013      6    3    1338.0      143.0    1610.0      149.0      UA   \n",
+       "224325  2013      6    3    1343.0      104.0    1615.0       92.0      UA   \n",
+       "224333  2013      6    3    1355.0       65.0    1509.0       61.0      EV   \n",
+       "224346  2013      6    3    1411.0       76.0    1542.0       77.0      WN   \n",
+       "224349  2013      6    3    1414.0       89.0    1607.0       72.0      EV   \n",
+       "224351  2013      6    3    1416.0      126.0    1606.0      131.0      MQ   \n",
+       "224355  2013      6    3    1418.0       68.0    1659.0       87.0      FL   \n",
+       "224368  2013      6    3    1438.0      153.0    1711.0      166.0      MQ   \n",
+       "224370  2013      6    3    1438.0      218.0    1634.0      211.0      EV   \n",
+       "224380  2013      6    3    1446.0      105.0    1556.0      104.0      B6   \n",
+       "224409  2013      6    3    1515.0      125.0    1714.0      124.0      MQ   \n",
+       "224420  2013      6    3    1529.0       79.0    1745.0       75.0      FL   \n",
+       "224425  2013      6    3    1535.0      147.0    1719.0      186.0      EV   \n",
+       "224426  2013      6    3    1540.0       85.0    1826.0      136.0      MQ   \n",
+       "224439  2013      6    3    1547.0      122.0    1721.0      111.0      MQ   \n",
+       "224440  2013      6    3    1547.0       61.0    1720.0       57.0      EV   \n",
+       "224444  2013      6    3    1551.0       86.0    1732.0       96.0      UA   \n",
+       "224455  2013      6    3    1557.0      157.0    1745.0      141.0      EV   \n",
+       "224458  2013      6    3    1600.0       90.0    1711.0       76.0      EV   \n",
+       "224459  2013      6    3    1601.0       66.0    1945.0      104.0      B6   \n",
+       "224460  2013      6    3    1601.0       62.0    1848.0       81.0      EV   \n",
+       "224465  2013      6    3    1608.0       68.0    1727.0       49.0      UA   \n",
+       "224471  2013      6    3    1613.0       88.0    1956.0      111.0      AA   \n",
+       "224472  2013      6    3    1613.0       74.0    1816.0       82.0      EV   \n",
+       "224494  2013      6    3    1634.0       69.0    1927.0      117.0      MQ   \n",
+       "224501  2013      6    3    1641.0      121.0    1855.0      145.0      MQ   \n",
+       "224506  2013      6    3    1643.0       83.0    1807.0       88.0      EV   \n",
+       "224531  2013      6    3    1709.0      130.0    1854.0      139.0      9E   \n",
+       "224538  2013      6    3    1717.0       92.0    1936.0       93.0      DL   \n",
+       "224540  2013      6    3    1718.0      109.0    1918.0      110.0      EV   \n",
+       "224544  2013      6    3    1719.0      140.0    1934.0      152.0      EV   \n",
+       "224558  2013      6    3    1730.0      130.0    1958.0      133.0      MQ   \n",
+       "224565  2013      6    3    1737.0       62.0    1859.0       65.0      EV   \n",
+       "224569  2013      6    3    1739.0       89.0    2003.0       98.0      EV   \n",
+       "224571  2013      6    3    1741.0       72.0    2057.0       90.0      B6   \n",
+       "224577  2013      6    3    1748.0       98.0    1914.0       83.0      9E   \n",
+       "224581  2013      6    3    1754.0      149.0    1936.0      141.0      MQ   \n",
+       "224587  2013      6    3    1757.0       95.0    1922.0      107.0      EV   \n",
+       "224593  2013      6    3    1802.0      107.0    2024.0      104.0      MQ   \n",
+       "224600  2013      6    3    1807.0      227.0    2002.0      264.0      EV   \n",
+       "224610  2013      6    3    1823.0       93.0    2003.0      106.0      EV   \n",
+       "224611  2013      6    3    1824.0       94.0    2017.0       76.0      9E   \n",
+       "224615  2013      6    3    1826.0       76.0    2052.0       78.0      DL   \n",
+       "224622  2013      6    3    1839.0      130.0    2131.0      122.0      B6   \n",
+       "224625  2013      6    3    1843.0       93.0    2149.0      109.0      WN   \n",
+       "224629  2013      6    3    1846.0       81.0    2203.0       89.0      DL   \n",
+       "224632  2013      6    3    1848.0      108.0    2024.0      109.0      MQ   \n",
+       "224635  2013      6    3    1852.0      127.0    2001.0      106.0      WN   \n",
+       "224648  2013      6    3    1904.0      189.0    2024.0      164.0      WN   \n",
+       "224649  2013      6    3    1904.0      219.0    2123.0      236.0      EV   \n",
+       "224655  2013      6    3    1915.0       75.0    2026.0       48.0      UA   \n",
+       "224661  2013      6    3    1921.0       66.0    2118.0       43.0      9E   \n",
+       "224662  2013      6    3    1921.0       96.0    2136.0       75.0      DL   \n",
+       "224663  2013      6    3    1921.0      191.0    2039.0      170.0      EV   \n",
+       "224664  2013      6    3    1922.0      111.0    2225.0      101.0      B6   \n",
+       "224666  2013      6    3    1924.0      234.0    2144.0      243.0      EV   \n",
+       "224667  2013      6    3    1924.0      114.0    2139.0      103.0      F9   \n",
+       "224668  2013      6    3    1925.0       64.0    2127.0       46.0      DL   \n",
+       "224673  2013      6    3    1930.0       75.0    2149.0       65.0      DL   \n",
+       "224674  2013      6    3    1930.0       61.0    2121.0       46.0      DL   \n",
+       "224676  2013      6    3    1933.0       64.0    2131.0       58.0      US   \n",
+       "224684  2013      6    3    1942.0       87.0    2051.0       66.0      WN   \n",
+       "224686  2013      6    3    1944.0       84.0    2232.0      104.0      9E   \n",
+       "224695  2013      6    3    1955.0      100.0    2209.0       90.0      9E   \n",
+       "224701  2013      6    3    1959.0      119.0    2206.0       92.0      DL   \n",
+       "224703  2013      6    3    2003.0      149.0    2224.0      148.0      FL   \n",
+       "224704  2013      6    3    2007.0       68.0    2152.0       53.0      9E   \n",
+       "224708  2013      6    3    2010.0      166.0    2210.0      161.0      EV   \n",
+       "224716  2013      6    3    2017.0       72.0    2325.0       61.0      B6   \n",
+       "224720  2013      6    3    2020.0       95.0    2321.0       91.0      B6   \n",
+       "224733  2013      6    3    2033.0      190.0    2254.0      191.0      UA   \n",
+       "224734  2013      6    3    2034.0      184.0    2243.0      183.0      EV   \n",
+       "224736  2013      6    3    2036.0      101.0    2244.0      105.0      US   \n",
+       "224737  2013      6    3    2036.0       96.0    2237.0       62.0      DL   \n",
+       "224739  2013      6    3    2041.0       71.0    2147.0       57.0      EV   \n",
+       "224741  2013      6    3    2043.0       63.0    2213.0       43.0      MQ   \n",
+       "224743  2013      6    3    2045.0      225.0    2308.0      192.0      UA   \n",
+       "224748  2013      6    3    2052.0      302.0    2232.0      282.0      UA   \n",
+       "224751  2013      6    3    2054.0       79.0    2238.0       43.0      9E   \n",
+       "224752  2013      6    3    2056.0       85.0    2333.0       77.0      EV   \n",
+       "224761  2013      6    3    2108.0      129.0    2313.0      112.0      FL   \n",
+       "224762  2013      6    3    2109.0       64.0    2246.0       46.0      MQ   \n",
+       "224766  2013      6    3    2112.0      102.0    2228.0       94.0      EV   \n",
+       "224769  2013      6    3    2123.0      158.0    2304.0      154.0      MQ   \n",
+       "224771  2013      6    3    2125.0      170.0    2316.0      147.0      9E   \n",
+       "224772  2013      6    3    2125.0      105.0      16.0       93.0      DL   \n",
+       "224773  2013      6    3    2126.0      121.0    2250.0       81.0      9E   \n",
+       "224774  2013      6    3    2127.0      138.0      22.0      107.0      B6   \n",
+       "224776  2013      6    3    2128.0      198.0    2308.0      188.0      MQ   \n",
+       "224778  2013      6    3    2130.0      150.0    2254.0      137.0      UA   \n",
+       "224779  2013      6    3    2131.0       91.0    2229.0       77.0      EV   \n",
+       "224784  2013      6    3    2139.0      129.0    2337.0      122.0      EV   \n",
+       "224786  2013      6    3    2141.0      136.0    2352.0      134.0      9E   \n",
+       "224788  2013      6    3    2143.0      133.0    2320.0      101.0      9E   \n",
+       "224790  2013      6    3    2145.0      130.0     108.0      149.0      B6   \n",
+       "224792  2013      6    3    2148.0      229.0      35.0      226.0      B6   \n",
+       "224794  2013      6    3    2158.0      118.0      21.0      104.0      DL   \n",
+       "224795  2013      6    3    2158.0      178.0    2309.0      141.0      EV   \n",
+       "224796  2013      6    3    2159.0      119.0    2318.0      100.0      UA   \n",
+       "224797  2013      6    3    2206.0      191.0    2355.0      185.0      MQ   \n",
+       "224799  2013      6    3    2210.0       68.0    2333.0       66.0      EV   \n",
+       "224800  2013      6    3    2210.0       71.0    2306.0       48.0      EV   \n",
+       "224804  2013      6    3    2213.0      224.0    2400.0      201.0      DL   \n",
+       "224805  2013      6    3    2214.0      199.0    2329.0      168.0      EV   \n",
+       "224806  2013      6    3    2216.0      226.0    2336.0      221.0      MQ   \n",
+       "224808  2013      6    3    2218.0      123.0      14.0       94.0      9E   \n",
+       "224809  2013      6    3    2220.0      230.0    2348.0      218.0      MQ   \n",
+       "224812  2013      6    3    2231.0      156.0    2400.0      141.0      EV   \n",
+       "224813  2013      6    3    2239.0      209.0      25.0      188.0      EV   \n",
+       "224819  2013      6    3    2253.0      113.0     121.0      103.0      B6   \n",
+       "224821  2013      6    3    2256.0      156.0      57.0      132.0      MQ   \n",
+       "224822  2013      6    3    2306.0      217.0      43.0      214.0      MQ   \n",
+       "224823  2013      6    3    2307.0      157.0      51.0      169.0      FL   \n",
+       "224824  2013      6    3    2317.0      116.0     137.0       98.0      UA   \n",
+       "224825  2013      6    3    2320.0       81.0      50.0       66.0      B6   \n",
+       "224826  2013      6    3    2325.0      115.0      53.0      113.0      MQ   \n",
+       "224827  2013      6    3    2330.0      152.0      26.0      128.0      UA   \n",
+       "224828  2013      6    3    2335.0      125.0     229.0      132.0      B6   \n",
+       "224829  2013      6    3    2349.0      164.0     128.0      143.0      MQ   \n",
+       "224992  2013      6    4     748.0       62.0    1032.0       40.0      UA   \n",
+       "225065  2013      6    4     845.0      110.0    1054.0      108.0      US   \n",
+       "225114  2013      6    4     928.0      208.0    1112.0      196.0      EV   \n",
+       "225123  2013      6    4     943.0       68.0    1135.0       75.0      MQ   \n",
+       "225181  2013      6    4    1045.0      105.0    1248.0       88.0      EV   \n",
+       "225213  2013      6    4    1126.0      136.0    1341.0      151.0      MQ   \n",
+       "225218  2013      6    4    1136.0       91.0    1314.0      103.0      EV   \n",
+       "225252  2013      6    4    1211.0       71.0    1444.0      119.0      EV   \n",
+       "225354  2013      6    4    1425.0      175.0    1736.0      188.0      B6   \n",
+       "225380  2013      6    4    1447.0       82.0    1617.0       77.0      AA   \n",
+       "225413  2013      6    4    1512.0       90.0    1623.0       94.0      EV   \n",
+       "225462  2013      6    4    1600.0       70.0    1852.0       66.0      B6   \n",
+       "225463  2013      6    4    1600.0       91.0    1922.0      104.0      DL   \n",
+       "225470  2013      6    4    1605.0       90.0    1739.0       88.0      UA   \n",
+       "225499  2013      6    4    1635.0      186.0    1836.0      212.0      MQ   \n",
+       "225514  2013      6    4    1648.0       63.0    1949.0       39.0      AA   \n",
+       "225531  2013      6    4    1657.0       88.0    1904.0       84.0      EV   \n",
+       "225587  2013      6    4    1753.0       78.0    2108.0       74.0      B6   \n",
+       "225591  2013      6    4    1754.0       84.0    2033.0       73.0      DL   \n",
+       "225601  2013      6    4    1807.0       67.0    1946.0       71.0      MQ   \n",
+       "225606  2013      6    4    1813.0      133.0    2125.0      121.0      DL   \n",
+       "225636  2013      6    4    1836.0       71.0    2211.0       97.0      DL   \n",
+       "225640  2013      6    4    1843.0      103.0    1943.0       73.0      MQ   \n",
+       "225642  2013      6    4    1845.0      195.0    2016.0      206.0      WN   \n",
+       "225649  2013      6    4    1851.0      171.0    2116.0      163.0      9E   \n",
+       "225668  2013      6    4    1903.0       68.0    2103.0       93.0      MQ   \n",
+       "225726  2013      6    4    1956.0      101.0    2151.0       72.0      9E   \n",
+       "225733  2013      6    4    2006.0       96.0    2212.0       77.0      WN   \n",
+       "225734  2013      6    4    2007.0       62.0    2153.0       21.0      9E   \n",
+       "225740  2013      6    4    2014.0      104.0    2112.0       92.0      MQ   \n",
+       "225748  2013      6    4    2026.0       61.0    2158.0       29.0      9E   \n",
+       "225757  2013      6    4    2045.0      135.0    2222.0      132.0      MQ   \n",
+       "225781  2013      6    4    2115.0      106.0    2314.0       79.0      EV   \n",
+       "225792  2013      6    4    2154.0      149.0      24.0      125.0      DL   \n",
+       "225795  2013      6    4    2205.0      250.0     128.0      265.0      UA   \n",
+       "225796  2013      6    4    2210.0      100.0    2308.0       73.0      WN   \n",
+       "225806  2013      6    4    2312.0       96.0       1.0       80.0      EV   \n",
+       "225814  2013      6    5      23.0      229.0     135.0      212.0      EV   \n",
+       "225926  2013      6    5     722.0       82.0    1004.0       97.0      DL   \n",
+       "225935  2013      6    5     728.0       78.0     844.0       81.0      EV   \n",
+       "226071  2013      6    5     925.0       65.0    1247.0       57.0      UA   \n",
+       "226100  2013      6    5     957.0       82.0    1140.0       80.0      MQ   \n",
+       "226110  2013      6    5    1004.0       85.0    1321.0       99.0      UA   \n",
+       "226129  2013      6    5    1026.0       86.0    1259.0       91.0      EV   \n",
+       "226140  2013      6    5    1046.0       97.0    1156.0       94.0      B6   \n",
+       "226219  2013      6    5    1229.0       89.0    1336.0       86.0      MQ   \n",
+       "226259  2013      6    5    1317.0       77.0    1407.0       53.0      9E   \n",
+       "226281  2013      6    5    1347.0      160.0    1437.0      145.0      EV   \n",
+       "226325  2013      6    5    1435.0       95.0    1607.0       92.0      MQ   \n",
+       "226355  2013      6    5    1500.0       61.0    1652.0       56.0      US   \n",
+       "226366  2013      6    5    1509.0      154.0    1734.0      134.0      AA   \n",
+       "226372  2013      6    5    1513.0      123.0    1741.0      129.0      FL   \n",
+       "226416  2013      6    5    1554.0       74.0    1832.0       50.0      DL   \n",
+       "226430  2013      6    5    1600.0       69.0    1706.0       61.0      EV   \n",
+       "226436  2013      6    5    1605.0       79.0    1730.0       67.0      EV   \n",
+       "226467  2013      6    5    1630.0      117.0    1832.0      123.0      EV   \n",
+       "226509  2013      6    5    1708.0       68.0    2016.0       52.0      DL   \n",
+       "226557  2013      6    5    1751.0      291.0    2055.0      300.0      VX   \n",
+       "226639  2013      6    5    1912.0       72.0    2120.0       55.0      MQ   \n",
+       "226711  2013      6    5    2028.0      613.0    2308.0      598.0      AA   \n",
+       "226738  2013      6    5    2110.0      175.0       2.0      199.0      DL   \n",
+       "226739  2013      6    5    2110.0      221.0      48.0      233.0      VX   \n",
+       "226740  2013      6    5    2114.0      104.0    2357.0      113.0      EV   \n",
+       "226747  2013      6    5    2120.0      140.0      17.0      162.0      DL   \n",
+       "226748  2013      6    5    2121.0      201.0      18.0      224.0      DL   \n",
+       "226753  2013      6    5    2128.0      149.0       1.0      160.0      FL   \n",
+       "226756  2013      6    5    2137.0       97.0      24.0      107.0      DL   \n",
+       "226760  2013      6    5    2144.0      135.0       3.0      128.0      EV   \n",
+       "226767  2013      6    5    2231.0       76.0      24.0       74.0      MQ   \n",
+       "226768  2013      6    5    2231.0      121.0    2358.0      116.0      FL   \n",
+       "226938  2013      6    6     756.0       84.0    1017.0       98.0      EV   \n",
+       "226959  2013      6    6     816.0      106.0    1020.0      110.0      MQ   \n",
+       "227036  2013      6    6     922.0       82.0    1130.0       73.0      DL   \n",
+       "227075  2013      6    6    1008.0       68.0    1212.0       39.0      UA   \n",
+       "227082  2013      6    6    1016.0      131.0    1327.0      145.0      DL   \n",
+       "227087  2013      6    6    1019.0      129.0    1241.0      141.0      FL   \n",
+       "227146  2013      6    6    1140.0       70.0    1335.0       52.0      EV   \n",
+       "227149  2013      6    6    1147.0       95.0    1411.0       76.0      UA   \n",
+       "227193  2013      6    6    1247.0      102.0    1545.0       87.0      DL   \n",
+       "227223  2013      6    6    1314.0       64.0    1621.0       71.0      AA   \n",
+       "227248  2013      6    6    1344.0      119.0    1556.0      136.0      MQ   \n",
+       "227275  2013      6    6    1413.0       63.0    1647.0       75.0      FL   \n",
+       "227326  2013      6    6    1506.0       67.0    1716.0       80.0      US   \n",
+       "227340  2013      6    6    1518.0       79.0    2139.0        NaN      AA   \n",
+       "227383  2013      6    6    1555.0       62.0    1710.0       60.0      EV   \n",
+       "227391  2013      6    6    1601.0       66.0    1746.0       66.0      MQ   \n",
+       "227428  2013      6    6    1637.0       67.0    1935.0       64.0      DL   \n",
+       "227429  2013      6    6    1638.0       98.0    1818.0       92.0      UA   \n",
+       "227436  2013      6    6    1646.0       81.0    1835.0       80.0      MQ   \n",
+       "227477  2013      6    6    1719.0       94.0    1935.0      110.0      MQ   \n",
+       "227496  2013      6    6    1731.0      108.0    2054.0      113.0      UA   \n",
+       "227514  2013      6    6    1751.0       81.0    2019.0       59.0      DL   \n",
+       "227527  2013      6    6    1758.0      228.0    2033.0      243.0      FL   \n",
+       "227532  2013      6    6    1803.0      108.0      13.0        NaN      EV   \n",
+       "227570  2013      6    6    1832.0       63.0    2045.0       70.0      EV   \n",
+       "227576  2013      6    6    1842.0       82.0    2156.0       91.0      AA   \n",
+       "227649  2013      6    6    1946.0       61.0    2252.0       62.0      B6   \n",
+       "227678  2013      6    6    2025.0      115.0    2204.0      114.0      MQ   \n",
+       "227709  2013      6    6    2057.0      202.0    2318.0      221.0      YV   \n",
+       "227719  2013      6    6    2112.0      502.0    2355.0      495.0      AA   \n",
+       "227720  2013      6    6    2115.0       70.0    2246.0       46.0      MQ   \n",
+       "227747  2013      6    6    2315.0      110.0     142.0      103.0      UA   \n",
+       "227748  2013      6    6    2319.0       95.0       8.0       70.0      UA   \n",
+       "227749  2013      6    6    2344.0       79.0      40.0       63.0      EV   \n",
+       "227760  2013      6    7      16.0       91.0     148.0      107.0      B6   \n",
+       "227761  2013      6    7      17.0      238.0     233.0      224.0      B6   \n",
+       "227763  2013      6    7      29.0      371.0     336.0      376.0      B6   \n",
+       "227914  2013      6    7     759.0      119.0     945.0      110.0      EV   \n",
+       "227962  2013      6    7     842.0       72.0    1159.0       69.0      AA   \n",
+       "227967  2013      6    7     846.0      106.0    1020.0      107.0      UA   \n",
+       "227976  2013      6    7     852.0      167.0    1106.0      186.0      MQ   \n",
+       "228037  2013      6    7     957.0       99.0    1146.0       97.0      EV   \n",
+       "228053  2013      6    7    1016.0      141.0    1211.0      122.0      UA   \n",
+       "228062  2013      6    7    1025.0       85.0    1234.0       74.0      EV   \n",
+       "228079  2013      6    7    1053.0       68.0    1333.0       53.0      B6   \n",
+       "228097  2013      6    7    1117.0       64.0    1320.0       65.0      EV   \n",
+       "228176  2013      6    7    1310.0      130.0    1430.0      140.0      MQ   \n",
+       "228190  2013      6    7    1333.0       98.0    1455.0      105.0      MQ   \n",
+       "228193  2013      6    7    1336.0       71.0    1701.0       98.0      UA   \n",
+       "228208  2013      6    7    1351.0       86.0    1545.0       70.0      WN   \n",
+       "228231  2013      6    7    1421.0      176.0    1550.0      149.0      EV   \n",
+       "228234  2013      6    7    1425.0       65.0    1613.0       49.0      EV   \n",
+       "228259  2013      6    7    1451.0       71.0    1651.0       56.0      WN   \n",
+       "228276  2013      6    7    1504.0       84.0    1609.0       73.0      EV   \n",
+       "228281  2013      6    7    1511.0       61.0    1725.0       55.0      FL   \n",
+       "228284  2013      6    7    1514.0      104.0    1712.0      100.0      EV   \n",
+       "228295  2013      6    7    1530.0       91.0    1953.0      159.0      AA   \n",
+       "228321  2013      6    7    1554.0       74.0    1916.0       97.0      UA   \n",
+       "228326  2013      6    7    1557.0       95.0    1714.0       88.0      EV   \n",
+       "228330  2013      6    7    1600.0       65.0    2011.0      130.0      B6   \n",
+       "228359  2013      6    7    1630.0       99.0    1856.0       96.0      EV   \n",
+       "228365  2013      6    7    1634.0       65.0    1745.0       51.0      EV   \n",
+       "228369  2013      6    7    1641.0       71.0    1912.0       35.0      9E   \n",
+       "228391  2013      6    7    1709.0       79.0    1942.0       42.0      UA   \n",
+       "228393  2013      6    7    1712.0       77.0    1843.0       63.0      WN   \n",
+       "228401  2013      6    7    1722.0       72.0    2043.0       92.0      B6   \n",
+       "228415  2013      6    7    1731.0      106.0    1917.0       92.0      MQ   \n",
+       "228417  2013      6    7    1731.0       62.0    2010.0       77.0      US   \n",
+       "228419  2013      6    7    1732.0       63.0    1903.0       49.0      MQ   \n",
+       "228420  2013      6    7    1732.0       82.0    1845.0       56.0      EV   \n",
+       "228426  2013      6    7    1737.0       67.0    2100.0      100.0      DL   \n",
+       "228431  2013      6    7    1743.0      103.0    1931.0       58.0      9E   \n",
+       "228449  2013      6    7    1804.0       65.0    2101.0       62.0      AA   \n",
+       "228451  2013      6    7    1805.0       85.0    2114.0       78.0      B6   \n",
+       "228458  2013      6    7    1814.0       89.0    1935.0       80.0      WN   \n",
+       "228459  2013      6    7    1815.0       75.0    1956.0       89.0      B6   \n",
+       "228460  2013      6    7    1816.0      126.0    2020.0      149.0      9E   \n",
+       "228463  2013      6    7    1818.0       63.0    2015.0      106.0      B6   \n",
+       "228464  2013      6    7    1819.0      144.0    2026.0      157.0      B6   \n",
+       "228467  2013      6    7    1821.0       86.0    2055.0       93.0      EV   \n",
+       "228471  2013      6    7    1830.0      151.0    2127.0      220.0      9E   \n",
+       "228477  2013      6    7    1833.0       63.0    2041.0       45.0      F9   \n",
+       "228479  2013      6    7    1835.0      126.0    2122.0      115.0      B6   \n",
+       "228480  2013      6    7    1835.0       74.0    2058.0       92.0      EV   \n",
+       "228483  2013      6    7    1839.0       84.0    2208.0      116.0      DL   \n",
+       "228485  2013      6    7    1840.0      100.0    2145.0      193.0      B6   \n",
+       "228492  2013      6    7    1845.0       70.0    2116.0      108.0      US   \n",
+       "228494  2013      6    7    1847.0       77.0       NaN        NaN      B6   \n",
+       "228505  2013      6    7    1901.0       76.0    2146.0       56.0      AA   \n",
+       "228506  2013      6    7    1902.0       92.0    2323.0      164.0      B6   \n",
+       "228511  2013      6    7    1908.0       99.0    2243.0      108.0      VX   \n",
+       "228513  2013      6    7    1910.0      135.0    2125.0      145.0      US   \n",
+       "228519  2013      6    7    1918.0       63.0    2239.0      120.0      9E   \n",
+       "228527  2013      6    7    1931.0      151.0    2140.0      185.0      MQ   \n",
+       "228532  2013      6    7    1937.0       82.0    2205.0       82.0      DL   \n",
+       "228533  2013      6    7    1937.0      117.0    2141.0       86.0      WN   \n",
+       "228535  2013      6    7    1939.0       99.0    2135.0      129.0      UA   \n",
+       "228540  2013      6    7    1946.0      132.0    2200.0      124.0      FL   \n",
+       "228542  2013      6    7    1948.0      168.0    2202.0      212.0      MQ   \n",
+       "228544  2013      6    7    1951.0      116.0    2125.0      115.0      MQ   \n",
+       "228546  2013      6    7    1952.0       92.0    2327.0      159.0      9E   \n",
+       "228547  2013      6    7    1953.0      129.0    2245.0      135.0      B6   \n",
+       "228553  2013      6    7    2000.0      232.0    2307.0      292.0      9E   \n",
+       "228554  2013      6    7    2000.0      100.0    2308.0       95.0      AS   \n",
+       "228556  2013      6    7    2001.0      316.0    2206.0      352.0      UA   \n",
+       "228557  2013      6    7    2001.0       91.0    2233.0       98.0      WN   \n",
+       "228558  2013      6    7    2002.0       77.0       4.0      128.0      DL   \n",
+       "228560  2013      6    7    2004.0       69.0    2341.0      115.0      B6   \n",
+       "228563  2013      6    7    2012.0       77.0    2331.0       76.0      VX   \n",
+       "228569  2013      6    7    2024.0      129.0    2214.0      139.0      MQ   \n",
+       "228571  2013      6    7    2027.0       67.0    2310.0      107.0      EV   \n",
+       "228576  2013      6    7    2034.0       79.0    2302.0       68.0      DL   \n",
+       "228577  2013      6    7    2036.0       86.0    2259.0      134.0      9E   \n",
+       "228578  2013      6    7    2036.0      226.0    2301.0      222.0      9E   \n",
+       "228581  2013      6    7    2038.0       79.0      18.0      118.0      B6   \n",
+       "228590  2013      6    7    2049.0       64.0      40.0      100.0      AA   \n",
+       "228591  2013      6    7    2052.0       87.0       6.0      148.0      9E   \n",
+       "228592  2013      6    7    2053.0      114.0    2331.0      130.0      FL   \n",
+       "228593  2013      6    7    2054.0       83.0     105.0      120.0      B6   \n",
+       "228594  2013      6    7    2055.0      115.0    2241.0      113.0      EV   \n",
+       "228595  2013      6    7    2057.0      118.0      36.0      182.0      9E   \n",
+       "228596  2013      6    7    2058.0      118.0    2231.0      135.0      US   \n",
+       "228597  2013      6    7    2058.0      103.0    2257.0      105.0      EV   \n",
+       "228598  2013      6    7    2059.0       74.0    2329.0      100.0      EV   \n",
+       "228599  2013      6    7    2100.0      125.0    2357.0      112.0      VX   \n",
+       "228605  2013      6    7    2111.0       76.0    2349.0      159.0      AA   \n",
+       "228606  2013      6    7    2114.0      114.0    2234.0      107.0      UA   \n",
+       "228607  2013      6    7    2115.0      166.0    2359.0      154.0      UA   \n",
+       "228608  2013      6    7    2116.0       76.0    2243.0       87.0      US   \n",
+       "228611  2013      6    7    2120.0      115.0    2357.0      100.0      UA   \n",
+       "228616  2013      6    7    2131.0      121.0    2334.0       99.0      EV   \n",
+       "228617  2013      6    7    2135.0      120.0      42.0      167.0      9E   \n",
+       "228618  2013      6    7    2136.0       76.0       4.0       79.0      MQ   \n",
+       "228619  2013      6    7    2137.0      132.0    2343.0      134.0      9E   \n",
+       "228620  2013      6    7    2138.0       67.0      59.0       71.0      B6   \n",
+       "228621  2013      6    7    2138.0      123.0      38.0      119.0      B6   \n",
+       "228622  2013      6    7    2139.0      154.0      40.0      176.0      DL   \n",
+       "228623  2013      6    7    2140.0       70.0       4.0      107.0      B6   \n",
+       "228624  2013      6    7    2141.0       91.0       2.0      106.0      EV   \n",
+       "228626  2013      6    7    2146.0       61.0      47.0       94.0      B6   \n",
+       "228627  2013      6    7    2146.0       82.0    2400.0       73.0      EV   \n",
+       "228628  2013      6    7    2150.0      140.0       NaN        NaN      9E   \n",
+       "228629  2013      6    7    2150.0       95.0    2352.0       72.0      9E   \n",
+       "228631  2013      6    7    2155.0       83.0    2326.0      100.0      B6   \n",
+       "228632  2013      6    7    2158.0       88.0       2.0       32.0      DL   \n",
+       "228633  2013      6    7    2203.0       98.0     117.0      113.0      UA   \n",
+       "228636  2013      6    7    2208.0      127.0     103.0      118.0      VX   \n",
+       "228637  2013      6    7    2209.0      184.0    2309.0      144.0      WN   \n",
+       "228640  2013      6    7    2216.0      156.0     116.0      153.0      DL   \n",
+       "228643  2013      6    7    2218.0      173.0     105.0      166.0      DL   \n",
+       "228644  2013      6    7    2219.0       79.0     102.0       84.0      B6   \n",
+       "228645  2013      6    7    2220.0       85.0    2338.0       83.0      MQ   \n",
+       "228648  2013      6    7    2224.0       84.0     109.0       64.0      DL   \n",
+       "228649  2013      6    7    2224.0       94.0    2344.0       75.0      EV   \n",
+       "228650  2013      6    7    2225.0       91.0     117.0       78.0      UA   \n",
+       "228651  2013      6    7    2234.0      189.0     135.0      185.0      AA   \n",
+       "228652  2013      6    7    2237.0      277.0     141.0      241.0      AA   \n",
+       "228653  2013      6    7    2238.0      128.0    2359.0      117.0      FL   \n",
+       "228654  2013      6    7    2240.0      215.0      52.0      200.0      9E   \n",
+       "228655  2013      6    7    2242.0      157.0      23.0      143.0      MQ   \n",
+       "228656  2013      6    7    2245.0      102.0      33.0       83.0      UA   \n",
+       "228657  2013      6    7    2246.0      241.0     139.0      229.0      B6   \n",
+       "228658  2013      6    7    2249.0      199.0      15.0      206.0      EV   \n",
+       "228659  2013      6    7    2253.0      178.0     139.0      166.0      9E   \n",
+       "228660  2013      6    7    2258.0       98.0     136.0       98.0      B6   \n",
+       "228661  2013      6    7    2259.0      199.0     104.0      214.0      MQ   \n",
+       "228663  2013      6    7    2310.0      221.0      42.0      213.0      MQ   \n",
+       "228664  2013      6    7    2310.0       85.0     150.0       45.0      AA   \n",
+       "228665  2013      6    7    2312.0      137.0      14.0      113.0      UA   \n",
+       "228666  2013      6    7    2314.0      154.0      53.0      173.0      MQ   \n",
+       "228667  2013      6    7    2315.0      106.0      19.0       97.0      EV   \n",
+       "228669  2013      6    7    2322.0      168.0     300.0      150.0      UA   \n",
+       "228670  2013      6    7    2326.0      116.0     222.0      125.0      B6   \n",
+       "228671  2013      6    7    2326.0      121.0      58.0      119.0      DL   \n",
+       "228672  2013      6    7    2327.0       88.0     106.0       82.0      B6   \n",
+       "228673  2013      6    7    2334.0      154.0      37.0      147.0      US   \n",
+       "228675  2013      6    7    2337.0      147.0     133.0      168.0      B6   \n",
+       "228676  2013      6    7    2341.0      222.0     115.0      196.0      EV   \n",
+       "228677  2013      6    7    2345.0      315.0      58.0      303.0      MQ   \n",
+       "228678  2013      6    7    2347.0      282.0     311.0      287.0      B6   \n",
+       "228679  2013      6    7    2350.0      220.0     156.0      205.0      EV   \n",
+       "228680  2013      6    7    2351.0      216.0     259.0      231.0      B6   \n",
+       "228681  2013      6    7    2352.0      413.0     236.0      396.0      UA   \n",
+       "228683  2013      6    7    2359.0      419.0     201.0      451.0      MQ   \n",
+       "228830  2013      6    8     733.0       93.0     953.0       87.0      DL   \n",
+       "228954  2013      6    8     938.0      107.0    1027.0       91.0      EV   \n",
+       "228985  2013      6    8    1020.0       70.0    1234.0       84.0      MQ   \n",
+       "228988  2013      6    8    1024.0      119.0    1213.0      116.0      US   \n",
+       "228999  2013      6    8    1040.0      170.0    1335.0      180.0      B6   \n",
+       "229018  2013      6    8    1108.0       69.0    1221.0       67.0      EV   \n",
+       "229045  2013      6    8    1152.0      104.0    1254.0       81.0      EV   \n",
+       "229066  2013      6    8    1217.0      252.0    1513.0      253.0      DL   \n",
+       "229067  2013      6    8    1218.0      208.0    1324.0      191.0      9E   \n",
+       "229083  2013      6    8    1249.0      120.0    1452.0      120.0      EV   \n",
+       "229104  2013      6    8    1310.0      355.0    1423.0      348.0      WN   \n",
+       "229112  2013      6    8    1323.0       73.0    1511.0       66.0      EV   \n",
+       "229125  2013      6    8    1343.0      113.0    1453.0      108.0      MQ   \n",
+       "229176  2013      6    8    1455.0       80.0    1705.0       75.0      WN   \n",
+       "229187  2013      6    8    1501.0      121.0    1650.0      135.0      MQ   \n",
+       "229195  2013      6    8    1507.0      142.0    1759.0      136.0      B6   \n",
+       "229202  2013      6    8    1519.0      119.0    1807.0      115.0      UA   \n",
+       "229225  2013      6    8    1545.0      127.0    1658.0      119.0      B6   \n",
+       "229284  2013      6    8    1642.0       73.0    1841.0       66.0      EV   \n",
+       "229299  2013      6    8    1659.0       74.0    2018.0       68.0      AA   \n",
+       "229307  2013      6    8    1705.0      145.0    2007.0      148.0      DL   \n",
+       "229314  2013      6    8    1713.0       78.0    1818.0       63.0      MQ   \n",
+       "229318  2013      6    8    1719.0       74.0    1932.0       72.0      MQ   \n",
+       "229338  2013      6    8    1734.0      159.0    2031.0      150.0      B6   \n",
+       "229355  2013      6    8    1802.0       62.0    1905.0       35.0      MQ   \n",
+       "229365  2013      6    8    1816.0      166.0    2118.0      133.0      AA   \n",
+       "229366  2013      6    8    1818.0       99.0    2104.0       94.0      B6   \n",
+       "229382  2013      6    8    1835.0       90.0    2022.0       71.0      US   \n",
+       "229396  2013      6    8    1855.0      115.0    2207.0      102.0      AA   \n",
+       "229410  2013      6    8    1907.0      112.0    2204.0       86.0      DL   \n",
+       "229443  2013      6    8    1949.0       94.0    2147.0       66.0      DL   \n",
+       "229452  2013      6    8    2000.0      105.0    2118.0       83.0      9E   \n",
+       "229453  2013      6    8    2001.0       61.0    2207.0       22.0      DL   \n",
+       "229455  2013      6    8    2004.0      104.0    2205.0       79.0      9E   \n",
+       "229457  2013      6    8    2005.0       75.0    2111.0       36.0      AA   \n",
+       "229476  2013      6    8    2050.0       75.0    2338.0       59.0      B6   \n",
+       "229485  2013      6    8    2124.0       65.0    2400.0       71.0      B6   \n",
+       "229488  2013      6    8    2126.0       66.0      24.0       21.0      B6   \n",
+       "229491  2013      6    8    2148.0      107.0       9.0       61.0      B6   \n",
+       "229492  2013      6    8    2153.0      134.0    2300.0      122.0      EV   \n",
+       "229494  2013      6    8    2207.0       67.0      41.0       63.0      B6   \n",
+       "229498  2013      6    8    2235.0      125.0     107.0      101.0      DL   \n",
+       "229504  2013      6    8    2328.0      123.0      36.0      100.0      DL   \n",
+       "229581  2013      6    9     702.0       62.0     752.0       57.0      US   \n",
+       "229800  2013      6    9    1111.0       63.0    1339.0       46.0      UA   \n",
+       "229812  2013      6    9    1132.0      123.0    1422.0      101.0      B6   \n",
+       "229902  2013      6    9    1326.0       76.0    1633.0       83.0      B6   \n",
+       "229907  2013      6    9    1335.0      110.0    1548.0      108.0      DL   \n",
+       "229947  2013      6    9    1428.0       88.0    1720.0       90.0      DL   \n",
+       "229970  2013      6    9    1449.0       69.0    1735.0       55.0      AA   \n",
+       "229998  2013      6    9    1504.0       65.0    1747.0       76.0      DL   \n",
+       "230003  2013      6    9    1509.0      184.0    1727.0      182.0      MQ   \n",
+       "230070  2013      6    9    1615.0      135.0    1711.0      123.0      US   \n",
+       "230074  2013      6    9    1621.0       81.0    1913.0       73.0      AA   \n",
+       "230075  2013      6    9    1621.0       94.0    1724.0       86.0      EV   \n",
+       "230078  2013      6    9    1626.0       91.0    1902.0       57.0      AA   \n",
+       "230130  2013      6    9    1705.0      246.0    1848.0      239.0      EV   \n",
+       "230134  2013      6    9    1709.0       79.0    1947.0       47.0      AA   \n",
+       "230147  2013      6    9    1722.0       77.0    1943.0       87.0      EV   \n",
+       "230163  2013      6    9    1731.0       81.0    2015.0       64.0      B6   \n",
+       "230170  2013      6    9    1736.0       67.0    1948.0       64.0      EV   \n",
+       "230174  2013      6    9    1739.0       70.0    2046.0       67.0      AA   \n",
+       "230189  2013      6    9    1756.0      136.0    1948.0      132.0      9E   \n",
+       "230191  2013      6    9    1757.0      147.0    2135.0      150.0      AA   \n",
+       "230196  2013      6    9    1802.0       63.0    2051.0       52.0      AA   \n",
+       "230213  2013      6    9    1821.0       86.0    2103.0       53.0      AA   \n",
+       "230246  2013      6    9    1850.0       65.0    2054.0       33.0      DL   \n",
+       "230262  2013      6    9    1901.0       76.0    2139.0       49.0      AA   \n",
+       "230275  2013      6    9    1914.0       74.0    2013.0       60.0      US   \n",
+       "230304  2013      6    9    1943.0       76.0    2148.0       76.0      EV   \n",
+       "230318  2013      6    9    1957.0       87.0    2120.0       63.0      UA   \n",
+       "230327  2013      6    9    2013.0       78.0    2205.0       66.0      US   \n",
+       "230330  2013      6    9    2018.0      187.0    2213.0      153.0      UA   \n",
+       "230348  2013      6    9    2031.0      130.0    2332.0      103.0      UA   \n",
+       "230366  2013      6    9    2055.0       90.0    2356.0       53.0      DL   \n",
+       "230369  2013      6    9    2058.0       63.0    2251.0       51.0      EV   \n",
+       "230395  2013      6    9    2133.0       64.0    2350.0       47.0      EV   \n",
+       "230402  2013      6    9    2210.0      187.0    2319.0      162.0      EV   \n",
+       "230405  2013      6    9    2223.0      198.0      13.0      161.0      9E   \n",
+       "230414  2013      6    9    2251.0       84.0     131.0       64.0      UA   \n",
+       "230415  2013      6    9    2302.0       63.0    2358.0       20.0      UA   \n",
+       "230416  2013      6    9    2338.0      139.0     130.0      138.0      EV   \n",
+       "230422  2013      6   10       7.0       82.0     128.0       86.0      B6   \n",
+       "230423  2013      6   10      18.0       93.0     145.0      104.0      B6   \n",
+       "230424  2013      6   10      40.0      161.0     212.0      148.0      B6   \n",
+       "230425  2013      6   10      42.0      107.0     151.0       92.0      B6   \n",
+       "230426  2013      6   10      45.0      120.0     152.0      111.0      B6   \n",
+       "230597  2013      6   10     802.0       92.0     920.0       79.0      EV   \n",
+       "230702  2013      6   10     945.0       72.0    1156.0       86.0      EV   \n",
+       "230763  2013      6   10    1109.0       69.0    1354.0       40.0      UA   \n",
+       "230770  2013      6   10    1111.0       72.0    1227.0       73.0      EV   \n",
+       "230798  2013      6   10    1159.0       84.0    1518.0       84.0      UA   \n",
+       "230802  2013      6   10    1202.0      110.0    1431.0       96.0      UA   \n",
+       "230819  2013      6   10    1227.0       80.0    1314.0       66.0      EV   \n",
+       "230827  2013      6   10    1239.0      129.0    1528.0       98.0      VX   \n",
+       "230830  2013      6   10    1242.0      132.0    1533.0      108.0      VX   \n",
+       "230831  2013      6   10    1243.0      401.0       NaN        NaN      B6   \n",
+       "230840  2013      6   10    1253.0       62.0    1425.0       55.0      EV   \n",
+       "230851  2013      6   10    1304.0       64.0    1559.0       84.0      DL   \n",
+       "230861  2013      6   10    1317.0       90.0    1614.0       80.0      UA   \n",
+       "230863  2013      6   10    1321.0       76.0    1608.0      103.0      MQ   \n",
+       "230882  2013      6   10    1351.0       66.0    1630.0       60.0      WN   \n",
+       "230889  2013      6   10    1400.0       75.0    1622.0       70.0      UA   \n",
+       "230890  2013      6   10    1403.0      123.0    1554.0      116.0      EV   \n",
+       "230894  2013      6   10    1414.0       96.0    1630.0      122.0      EV   \n",
+       "230901  2013      6   10    1423.0       73.0    1653.0       81.0      FL   \n",
+       "230916  2013      6   10    1441.0       63.0    1603.0       64.0      B6   \n",
+       "230918  2013      6   10    1445.0       80.0    1724.0       91.0      DL   \n",
+       "230922  2013      6   10    1448.0       79.0    1552.0       78.0      B6   \n",
+       "230942  2013      6   10    1500.0       87.0    1749.0       64.0      UA   \n",
+       "230947  2013      6   10    1504.0       84.0    1705.0       70.0      WN   \n",
+       "230952  2013      6   10    1511.0       76.0    1815.0       92.0      B6   \n",
+       "230976  2013      6   10    1540.0       85.0    1832.0      123.0      DL   \n",
+       "230996  2013      6   10    1600.0       61.0    1916.0       75.0      9E   \n",
+       "231005  2013      6   10    1607.0      112.0    1838.0      139.0      B6   \n",
+       "231012  2013      6   10    1615.0      100.0    1759.0      119.0      9E   \n",
+       "231015  2013      6   10    1619.0      181.0    1734.0      177.0      EV   \n",
+       "231017  2013      6   10    1626.0      116.0    1755.0      117.0      FL   \n",
+       "231019  2013      6   10    1629.0       99.0    1926.0      100.0      B6   \n",
+       "231024  2013      6   10    1631.0       62.0    1958.0       98.0      B6   \n",
+       "231026  2013      6   10    1634.0       68.0    1759.0       53.0      EV   \n",
+       "231033  2013      6   10    1638.0      115.0    1923.0      131.0      EV   \n",
+       "231042  2013      6   10    1652.0       89.0    1820.0       99.0      EV   \n",
+       "231049  2013      6   10    1658.0       78.0    2035.0       97.0      UA   \n",
+       "231053  2013      6   10    1703.0       68.0    1846.0       67.0      9E   \n",
+       "231054  2013      6   10    1703.0      145.0    1809.0      130.0      EV   \n",
+       "231055  2013      6   10    1704.0       69.0    1814.0       59.0      MQ   \n",
+       "231056  2013      6   10    1704.0       79.0    1857.0       72.0      MQ   \n",
+       "231058  2013      6   10    1705.0       95.0    1810.0       80.0      WN   \n",
+       "231062  2013      6   10    1706.0       97.0    1909.0       94.0      EV   \n",
+       "231064  2013      6   10    1708.0       83.0    1948.0      102.0      DL   \n",
+       "231067  2013      6   10    1710.0       80.0    1915.0       70.0      WN   \n",
+       "231068  2013      6   10    1711.0      104.0    1829.0       97.0      EV   \n",
+       "231076  2013      6   10    1724.0      114.0    2052.0      107.0      AA   \n",
+       "231086  2013      6   10    1733.0       74.0    2108.0      110.0      UA   \n",
+       "231088  2013      6   10    1733.0       98.0    1944.0       98.0      EV   \n",
+       "231092  2013      6   10    1740.0      110.0    1929.0      100.0      9E   \n",
+       "231093  2013      6   10    1740.0      170.0    2035.0      199.0      9E   \n",
+       "231096  2013      6   10    1741.0       84.0    1845.0       61.0      YV   \n",
+       "231097  2013      6   10    1745.0      110.0    1918.0       89.0      B6   \n",
+       "231099  2013      6   10    1748.0      115.0    1858.0      109.0      EV   \n",
+       "231112  2013      6   10    1800.0      155.0    2006.0      156.0      MQ   \n",
+       "231114  2013      6   10    1802.0      107.0    2001.0      112.0      EV   \n",
+       "231116  2013      6   10    1804.0      169.0    2031.0      171.0      MQ   \n",
+       "231117  2013      6   10    1805.0       65.0    2106.0       71.0      AA   \n",
+       "231119  2013      6   10    1806.0       66.0    1925.0       62.0      US   \n",
+       "231120  2013      6   10    1807.0       82.0    1935.0       82.0      B6   \n",
+       "231122  2013      6   10    1808.0       73.0    2053.0       43.0      AA   \n",
+       "231123  2013      6   10    1810.0       65.0    2019.0       68.0      US   \n",
+       "231124  2013      6   10    1811.0      101.0    2212.0      133.0      VX   \n",
+       "231125  2013      6   10    1812.0       73.0    2120.0       80.0      UA   \n",
+       "231126  2013      6   10    1814.0       74.0    2023.0      108.0      MQ   \n",
+       "231129  2013      6   10    1818.0      133.0    2134.0      138.0      DL   \n",
+       "231130  2013      6   10    1819.0      124.0    2042.0      122.0      MQ   \n",
+       "231131  2013      6   10    1819.0       80.0    2104.0       65.0      AA   \n",
+       "231133  2013      6   10    1820.0       80.0    2019.0      109.0      MQ   \n",
+       "231134  2013      6   10    1821.0      211.0    2050.0      256.0      9E   \n",
+       "231139  2013      6   10    1823.0       88.0    2057.0       95.0      EV   \n",
+       "231140  2013      6   10    1824.0       64.0    2017.0       88.0      EV   \n",
+       "231144  2013      6   10    1832.0       62.0    2053.0      115.0      B6   \n",
+       "231145  2013      6   10    1832.0       89.0    2008.0       86.0      EV   \n",
+       "231148  2013      6   10    1836.0       96.0    2009.0       97.0      B6   \n",
+       "231150  2013      6   10    1842.0      102.0    1939.0       55.0      UA   \n",
+       "231153  2013      6   10    1846.0       79.0    2147.0       83.0      UA   \n",
+       "231154  2013      6   10    1846.0       71.0    1949.0       43.0      DL   \n",
+       "231156  2013      6   10    1849.0       79.0    2036.0       92.0      B6   \n",
+       "231157  2013      6   10    1849.0      144.0    2036.0      148.0      DL   \n",
+       "231160  2013      6   10    1851.0       76.0    2041.0       73.0      US   \n",
+       "231161  2013      6   10    1851.0      111.0    2129.0      138.0      B6   \n",
+       "231165  2013      6   10    1856.0       87.0    2226.0       87.0      UA   \n",
+       "231166  2013      6   10    1857.0       87.0    2111.0      113.0      B6   \n",
+       "231168  2013      6   10    1859.0      159.0    2124.0      151.0      9E   \n",
+       "231173  2013      6   10    1901.0      100.0    2112.0      106.0      EV   \n",
+       "231174  2013      6   10    1902.0      122.0    2207.0      164.0      9E   \n",
+       "231177  2013      6   10    1903.0      113.0    2157.0      117.0      WN   \n",
+       "231180  2013      6   10    1905.0      100.0    2211.0      102.0      DL   \n",
+       "231186  2013      6   10    1913.0      153.0    2128.0      195.0      9E   \n",
+       "231188  2013      6   10    1917.0      117.0    2140.0      112.0      UA   \n",
+       "231190  2013      6   10    1920.0       96.0    2154.0       84.0      B6   \n",
+       "231193  2013      6   10    1922.0      108.0    2147.0      111.0      FL   \n",
+       "231197  2013      6   10    1925.0      107.0    2137.0      113.0      EV   \n",
+       "231198  2013      6   10    1926.0      281.0    2150.0      308.0      9E   \n",
+       "231199  2013      6   10    1927.0      192.0    2129.0      204.0      9E   \n",
+       "231203  2013      6   10    1928.0      149.0    2151.0      152.0      DL   \n",
+       "231205  2013      6   10    1930.0       75.0    2202.0       56.0      UA   \n",
+       "231206  2013      6   10    1930.0      121.0    2110.0      136.0      EV   \n",
+       "231207  2013      6   10    1931.0       71.0    2319.0       98.0      DL   \n",
+       "231208  2013      6   10    1931.0      315.0    2129.0      354.0      EV   \n",
+       "231212  2013      6   10    1937.0       61.0    2330.0       95.0      UA   \n",
+       "231214  2013      6   10    1939.0       84.0    2222.0       51.0      UA   \n",
+       "231215  2013      6   10    1940.0      102.0    2101.0       71.0      UA   \n",
+       "231217  2013      6   10    1942.0       72.0       NaN        NaN      MQ   \n",
+       "231218  2013      6   10    1943.0      103.0    2125.0       73.0      DL   \n",
+       "231220  2013      6   10    1946.0       96.0    2125.0       85.0      MQ   \n",
+       "231222  2013      6   10    1947.0       92.0    2117.0       82.0      MQ   \n",
+       "231224  2013      6   10    1950.0       80.0    2214.0       79.0      WN   \n",
+       "231227  2013      6   10    1956.0      201.0    2121.0      196.0      EV   \n",
+       "231229  2013      6   10    1957.0      162.0    2234.0      162.0      9E   \n",
+       "231231  2013      6   10    2000.0      102.0    2318.0      118.0      B6   \n",
+       "231232  2013      6   10    2003.0      118.0    2302.0      142.0      DL   \n",
+       "231235  2013      6   10    2005.0      105.0    2222.0       90.0      9E   \n",
+       "231238  2013      6   10    2009.0      154.0    2143.0      148.0      WN   \n",
+       "231239  2013      6   10    2010.0       94.0    2202.0      107.0      B6   \n",
+       "231241  2013      6   10    2012.0       77.0    2216.0       86.0      MQ   \n",
+       "231242  2013      6   10    2014.0      114.0    2234.0      106.0      9E   \n",
+       "231243  2013      6   10    2014.0       79.0      26.0      131.0      VX   \n",
+       "231244  2013      6   10    2014.0       64.0    2151.0       55.0      EV   \n",
+       "231247  2013      6   10    2020.0      140.0    2206.0      171.0      US   \n",
+       "231248  2013      6   10    2022.0       87.0    2221.0       82.0      US   \n",
+       "231250  2013      6   10    2027.0      102.0    2335.0      105.0      B6   \n",
+       "231251  2013      6   10    2027.0       62.0    2332.0       49.0      DL   \n",
+       "231252  2013      6   10    2029.0      240.0    2242.0      229.0      US   \n",
+       "231255  2013      6   10    2032.0      154.0    2210.0      135.0      UA   \n",
+       "231257  2013      6   10    2034.0       95.0    2150.0       74.0      UA   \n",
+       "231259  2013      6   10    2036.0      156.0    2142.0      132.0      WN   \n",
+       "231260  2013      6   10    2040.0       95.0    2158.0       73.0      WN   \n",
+       "231261  2013      6   10    2041.0      106.0    2339.0       94.0      VX   \n",
+       "231268  2013      6   10    2051.0      202.0       1.0      186.0      VX   \n",
+       "231270  2013      6   10    2053.0      113.0      33.0      143.0      DL   \n",
+       "231271  2013      6   10    2054.0       85.0    2321.0       52.0      AA   \n",
+       "231273  2013      6   10    2055.0       85.0    2333.0       78.0      DL   \n",
+       "231274  2013      6   10    2056.0      176.0    2205.0      159.0      UA   \n",
+       "231275  2013      6   10    2058.0      163.0    2215.0      150.0      WN   \n",
+       "231276  2013      6   10    2059.0      149.0    2352.0      171.0      9E   \n",
+       "231278  2013      6   10    2100.0      115.0    2356.0       92.0      B6   \n",
+       "231279  2013      6   10    2103.0      243.0    2233.0      246.0      B6   \n",
+       "231280  2013      6   10    2106.0       66.0    2217.0       61.0      US   \n",
+       "231282  2013      6   10    2110.0      125.0      30.0      141.0      B6   \n",
+       "231286  2013      6   10    2114.0       89.0    2214.0       72.0      EV   \n",
+       "231287  2013      6   10    2115.0      135.0    2236.0      140.0      US   \n",
+       "231289  2013      6   10    2118.0      108.0      50.0      126.0      DL   \n",
+       "231291  2013      6   10    2119.0      109.0    2306.0      114.0      9E   \n",
+       "231294  2013      6   10    2122.0      112.0    2344.0       74.0      AA   \n",
+       "231297  2013      6   10    2128.0      184.0      22.0      167.0      UA   \n",
+       "231298  2013      6   10    2130.0      139.0    2332.0      137.0      EV   \n",
+       "231299  2013      6   10    2132.0       93.0     111.0      121.0      UA   \n",
+       "231300  2013      6   10    2133.0      154.0    2317.0      171.0      EV   \n",
+       "231301  2013      6   10    2135.0      120.0      46.0      143.0      9E   \n",
+       "231303  2013      6   10    2139.0      124.0    2338.0      116.0      9E   \n",
+       "231304  2013      6   10    2140.0      120.0    2336.0      126.0      MQ   \n",
+       "231306  2013      6   10    2141.0      100.0     103.0      118.0      VX   \n",
+       "231308  2013      6   10    2145.0      166.0    2356.0      155.0      FL   \n",
+       "231309  2013      6   10    2146.0       66.0    2321.0       81.0      MQ   \n",
+       "231311  2013      6   10    2148.0       78.0      10.0      113.0      B6   \n",
+       "231313  2013      6   10    2152.0       78.0     217.0      107.0      UA   \n",
+       "231314  2013      6   10    2152.0      112.0       NaN        NaN      9E   \n",
+       "231317  2013      6   10    2155.0      116.0    2324.0      104.0      DL   \n",
+       "231318  2013      6   10    2156.0      141.0       5.0      148.0      EV   \n",
+       "231320  2013      6   10    2157.0      102.0     132.0      144.0      B6   \n",
+       "231321  2013      6   10    2158.0      103.0      18.0      102.0      EV   \n",
+       "231323  2013      6   10    2201.0      100.0    2340.0      100.0      UA   \n",
+       "231324  2013      6   10    2201.0      131.0      41.0      146.0      EV   \n",
+       "231327  2013      6   10    2204.0       64.0    2331.0       79.0      US   \n",
+       "231328  2013      6   10    2204.0       94.0    2331.0       95.0      9E   \n",
+       "231329  2013      6   10    2204.0      129.0    2331.0      141.0      AA   \n",
+       "231330  2013      6   10    2204.0       65.0    2358.0       78.0      EV   \n",
+       "231331  2013      6   10    2208.0      183.0      23.0      195.0      9E   \n",
+       "231333  2013      6   10    2215.0       75.0     141.0       96.0      DL   \n",
+       "231334  2013      6   10    2216.0      121.0    2345.0      126.0      B6   \n",
+       "231336  2013      6   10    2217.0      107.0    2338.0       96.0      FL   \n",
+       "231338  2013      6   10    2219.0      107.0    2345.0      119.0      B6   \n",
+       "231339  2013      6   10    2222.0       83.0    2357.0       50.0      EV   \n",
+       "231340  2013      6   10    2224.0      145.0    2356.0      136.0      EV   \n",
+       "231342  2013      6   10    2231.0       97.0     127.0       88.0      UA   \n",
+       "231343  2013      6   10    2233.0      154.0      31.0      152.0      EV   \n",
+       "231344  2013      6   10    2234.0      129.0     202.0      158.0      UA   \n",
+       "231345  2013      6   10    2235.0      170.0     123.0      214.0      EV   \n",
+       "231346  2013      6   10    2235.0      187.0      42.0      191.0      EV   \n",
+       "231347  2013      6   10    2238.0       62.0      33.0       99.0      B6   \n",
+       "231348  2013      6   10    2239.0      103.0     136.0       97.0      UA   \n",
+       "231349  2013      6   10    2241.0       72.0    2359.0       77.0      EV   \n",
+       "231351  2013      6   10    2249.0       64.0     226.0       81.0      AA   \n",
+       "231352  2013      6   10    2252.0      127.0     153.0      160.0      B6   \n",
+       "231354  2013      6   10    2306.0      141.0     200.0      172.0      9E   \n",
+       "231355  2013      6   10    2307.0      167.0     128.0      163.0      MQ   \n",
+       "231356  2013      6   10    2310.0      215.0     257.0      235.0      DL   \n",
+       "231357  2013      6   10    2315.0      105.0     105.0      125.0      MQ   \n",
+       "231358  2013      6   10    2315.0      165.0      23.0      148.0      WN   \n",
+       "231359  2013      6   10    2319.0      170.0     108.0      155.0      EV   \n",
+       "231361  2013      6   10    2330.0      140.0     120.0      155.0      B6   \n",
+       "231362  2013      6   10    2331.0      106.0     110.0      115.0      DL   \n",
+       "231363  2013      6   10    2334.0      154.0     301.0      169.0      DL   \n",
+       "231364  2013      6   10    2337.0      137.0      42.0      123.0      EV   \n",
+       "231512  2013      6   11     703.0       63.0     847.0       56.0      EV   \n",
+       "231575  2013      6   11     805.0       95.0     954.0       84.0      EV   \n",
+       "231578  2013      6   11     806.0       91.0    1051.0       94.0      UA   \n",
+       "231640  2013      6   11     900.0      150.0    1135.0      139.0      B6   \n",
+       "231651  2013      6   11     911.0       81.0    1131.0       64.0      UA   \n",
+       "231657  2013      6   11     918.0       78.0    1137.0       47.0      B6   \n",
+       "231668  2013      6   11     933.0       63.0    1045.0       35.0      9E   \n",
+       "231704  2013      6   11    1010.0       80.0    1129.0       76.0      EV   \n",
+       "231706  2013      6   11    1012.0       91.0    1112.0       68.0      EV   \n",
+       "231724  2013      6   11    1037.0       97.0    1355.0      119.0      UA   \n",
+       "231749  2013      6   11    1108.0       68.0    1326.0       66.0      MQ   \n",
+       "231764  2013      6   11    1138.0       83.0    1400.0       50.0      AA   \n",
+       "231785  2013      6   11    1156.0      234.0    1302.0      212.0      EV   \n",
+       "231799  2013      6   11    1210.0      120.0    1323.0      118.0      MQ   \n",
+       "231804  2013      6   11    1223.0      125.0    1320.0      101.0      UA   \n",
+       "231815  2013      6   11    1246.0       71.0    1512.0      150.0      B6   \n",
+       "231833  2013      6   11    1300.0      113.0    1417.0      129.0      EV   \n",
+       "231839  2013      6   11    1315.0       90.0    1505.0       85.0      MQ   \n",
+       "231857  2013      6   11    1333.0       62.0    1549.0       54.0      EV   \n",
+       "231874  2013      6   11    1356.0       61.0    1656.0       70.0      UA   \n",
+       "231917  2013      6   11    1449.0      114.0    1735.0      113.0      B6   \n",
+       "231941  2013      6   11    1503.0       83.0    1704.0       69.0      WN   \n",
+       "232001  2013      6   11    1604.0       74.0    1854.0       98.0      9E   \n",
+       "232004  2013      6   11    1609.0       77.0    1810.0       61.0      B6   \n",
+       "232025  2013      6   11    1629.0       63.0    1815.0       69.0      EV   \n",
+       "232033  2013      6   11    1634.0       65.0    1845.0       70.0      EV   \n",
+       "232034  2013      6   11    1635.0      106.0    1809.0      106.0      UA   \n",
+       "232037  2013      6   11    1637.0      109.0    1909.0       89.0      UA   \n",
+       "232041  2013      6   11    1641.0      101.0    1917.0      113.0      EV   \n",
+       "232061  2013      6   11    1700.0       65.0    1817.0       62.0      MQ   \n",
+       "232067  2013      6   11    1704.0       79.0    1845.0       60.0      MQ   \n",
+       "232070  2013      6   11    1710.0       80.0    1917.0       72.0      WN   \n",
+       "232072  2013      6   11    1713.0       63.0    1952.0       41.0      B6   \n",
+       "232091  2013      6   11    1724.0       85.0    1844.0       59.0      B6   \n",
+       "232106  2013      6   11    1731.0       76.0    1939.0       69.0      EV   \n",
+       "232110  2013      6   11    1736.0       67.0    1858.0       44.0      MQ   \n",
+       "232119  2013      6   11    1750.0      141.0    2040.0      140.0      B6   \n",
+       "232127  2013      6   11    1758.0       65.0    1926.0       59.0      EV   \n",
+       "232133  2013      6   11    1802.0       62.0    1921.0       37.0      UA   \n",
+       "232143  2013      6   11    1817.0       92.0    2026.0      133.0      B6   \n",
+       "232148  2013      6   11    1822.0      113.0    2010.0       77.0      US   \n",
+       "232162  2013      6   11    1829.0       89.0    2209.0       67.0      B6   \n",
+       "232166  2013      6   11    1836.0       66.0    2006.0       48.0      B6   \n",
+       "232170  2013      6   11    1838.0       64.0    2050.0       54.0      FL   \n",
+       "232171  2013      6   11    1840.0      125.0    2037.0      124.0      EV   \n",
+       "232177  2013      6   11    1846.0      151.0    2003.0      118.0      9E   \n",
+       "232185  2013      6   11    1854.0       70.0    2135.0       65.0      B6   \n",
+       "232188  2013      6   11    1855.0      130.0    2016.0      121.0      WN   \n",
+       "232192  2013      6   11    1856.0       94.0    2015.0       88.0      EV   \n",
+       "232196  2013      6   11    1859.0      109.0    2135.0       95.0      WN   \n",
+       "232227  2013      6   11    1935.0       65.0    2142.0       41.0      9E   \n",
+       "232230  2013      6   11    1936.0       96.0    2059.0       89.0      WN   \n",
+       "232240  2013      6   11    1948.0       78.0    2121.0       71.0      MQ   \n",
+       "232246  2013      6   11    1951.0       88.0    2153.0       71.0      UA   \n",
+       "232250  2013      6   11    1955.0      175.0    2135.0      132.0      9E   \n",
+       "232268  2013      6   11    2015.0       80.0    2333.0       78.0      VX   \n",
+       "232270  2013      6   11    2018.0       73.0    2251.0       42.0      B6   \n",
+       "232278  2013      6   11    2024.0       99.0    2332.0      102.0      B6   \n",
+       "232285  2013      6   11    2029.0       70.0    2254.0       34.0      B6   \n",
+       "232288  2013      6   11    2037.0       68.0    2303.0       34.0      AA   \n",
+       "232296  2013      6   11    2050.0      105.0    2343.0       79.0      B6   \n",
+       "232302  2013      6   11    2055.0      155.0    2243.0      115.0      9E   \n",
+       "232308  2013      6   11    2106.0       86.0    2244.0       74.0      MQ   \n",
+       "232310  2013      6   11    2109.0       84.0    2306.0       77.0      EV   \n",
+       "232311  2013      6   11    2111.0       71.0    2237.0       70.0      9E   \n",
+       "232313  2013      6   11    2113.0      254.0    2309.0      230.0      DL   \n",
+       "232316  2013      6   11    2120.0      100.0    2258.0       88.0      MQ   \n",
+       "232326  2013      6   11    2126.0      116.0    2241.0       89.0      9E   \n",
+       "232328  2013      6   11    2129.0       61.0      21.0       42.0      UA   \n",
+       "232333  2013      6   11    2134.0      138.0      31.0      126.0      UA   \n",
+       "232339  2013      6   11    2143.0       73.0    2317.0       71.0      9E   \n",
+       "232340  2013      6   11    2147.0      102.0    2325.0       85.0      MQ   \n",
+       "232342  2013      6   11    2150.0      135.0      32.0      113.0      B6   \n",
+       "232346  2013      6   11    2155.0      110.0       8.0      118.0      9E   \n",
+       "232348  2013      6   11    2157.0       67.0       6.0       64.0      EV   \n",
+       "232350  2013      6   11    2200.0      105.0    2321.0      102.0      B6   \n",
+       "232352  2013      6   11    2212.0      152.0      32.0      124.0      9E   \n",
+       "232355  2013      6   11    2218.0       68.0    2349.0       64.0      B6   \n",
+       "232356  2013      6   11    2224.0      114.0    2334.0       83.0      EV   \n",
+       "232357  2013      6   11    2231.0      161.0      22.0      127.0      EV   \n",
+       "232358  2013      6   11    2237.0       72.0    2336.0       61.0      MQ   \n",
+       "232359  2013      6   11    2239.0       69.0     139.0       82.0      B6   \n",
+       "232361  2013      6   11    2245.0      135.0      22.0      125.0      B6   \n",
+       "232364  2013      6   11    2306.0      127.0      30.0      124.0      EV   \n",
+       "232601  2013      6   12     838.0       99.0    1130.0       99.0      B6   \n",
+       "232634  2013      6   12     906.0       64.0    1022.0       52.0      EV   \n",
+       "232713  2013      6   12    1043.0      107.0    1309.0       76.0      UA   \n",
+       "232740  2013      6   12    1113.0       66.0    1220.0       52.0      EV   \n",
+       "232763  2013      6   12    1151.0      195.0    1300.0      193.0      B6   \n",
+       "232784  2013      6   12    1202.0      162.0    1427.0      137.0      AA   \n",
+       "232795  2013      6   12    1226.0      116.0    1428.0      105.0      EV   \n",
+       "232826  2013      6   12    1300.0       61.0    1458.0       50.0      UA   \n",
+       "233035  2013      6   12    1624.0       89.0    1746.0       94.0      EV   \n",
+       "233080  2013      6   12    1708.0       73.0    1946.0      117.0      B6   \n",
+       "233101  2013      6   12    1727.0       87.0    2129.0      123.0      DL   \n",
+       "233142  2013      6   12    1807.0      107.0    2201.0      136.0      AA   \n",
+       "233143  2013      6   12    1808.0       93.0    1917.0       72.0      EV   \n",
+       "233150  2013      6   12    1816.0       81.0    2113.0       68.0      VX   \n",
+       "233161  2013      6   12    1823.0       62.0    2019.0       50.0      EV   \n",
+       "233168  2013      6   12    1829.0       84.0    2136.0       76.0      AA   \n",
+       "233178  2013      6   12    1835.0      115.0    2202.0      126.0      B6   \n",
+       "233212  2013      6   12    1915.0       81.0    2258.0      118.0      UA   \n",
+       "233225  2013      6   12    1927.0       92.0    2159.0       74.0      AA   \n",
+       "233231  2013      6   12    1931.0      131.0    2032.0      103.0      EV   \n",
+       "233233  2013      6   12    1936.0       61.0    2111.0       61.0      MQ   \n",
+       "233258  2013      6   12    2001.0       61.0    2248.0       38.0      DL   \n",
+       "233270  2013      6   12    2021.0       78.0    2158.0       93.0      EV   \n",
+       "233273  2013      6   12    2022.0       82.0    2343.0       54.0      DL   \n",
+       "233289  2013      6   12    2036.0      211.0     109.0        NaN      AA   \n",
+       "233291  2013      6   12    2038.0       63.0    2400.0       58.0      DL   \n",
+       "233301  2013      6   12    2050.0       65.0    2300.0       71.0      EV   \n",
+       "233313  2013      6   12    2104.0      119.0    2225.0      100.0      WN   \n",
+       "233314  2013      6   12    2105.0      180.0     209.0        NaN      AA   \n",
+       "233322  2013      6   12    2123.0       98.0    2240.0       98.0      EV   \n",
+       "233331  2013      6   12    2143.0      203.0    2347.0      175.0      9E   \n",
+       "233332  2013      6   12    2145.0       75.0      32.0      135.0      B6   \n",
+       "233336  2013      6   12    2153.0      168.0      25.0      197.0      9E   \n",
+       "233340  2013      6   12    2206.0       66.0    2301.0       51.0      US   \n",
+       "233341  2013      6   12    2212.0      157.0    2353.0      136.0      EV   \n",
+       "233349  2013      6   12    2317.0      107.0     147.0       90.0      B6   \n",
+       "233351  2013      6   12    2332.0      182.0     137.0      222.0      WN   \n",
+       "233352  2013      6   12    2338.0      129.0      17.0      102.0      EV   \n",
+       "233372  2013      6   13       3.0       68.0     120.0       61.0      B6   \n",
+       "233373  2013      6   13       5.0       80.0     117.0       76.0      B6   \n",
+       "233374  2013      6   13       6.0      212.0     358.0      208.0      UA   \n",
+       "233375  2013      6   13      19.0      380.0     253.0      364.0      B6   \n",
+       "233377  2013      6   13      20.0      270.0     222.0      247.0      EV   \n",
+       "233379  2013      6   13      28.0      208.0     139.0      184.0      AA   \n",
+       "233381  2013      6   13      32.0      107.0     149.0      107.0      B6   \n",
+       "233382  2013      6   13      37.0      158.0     210.0      146.0      B6   \n",
+       "233383  2013      6   13      42.0      282.0     331.0      256.0      AA   \n",
+       "233384  2013      6   13      51.0      237.0     243.0      209.0      EV   \n",
+       "233385  2013      6   13      53.0      248.0     302.0      229.0      B6   \n",
+       "233386  2013      6   13      54.0      149.0     154.0      144.0      EV   \n",
+       "233387  2013      6   13     100.0      361.0     300.0      339.0      FL   \n",
+       "233388  2013      6   13     102.0      243.0     205.0      219.0      EV   \n",
+       "233389  2013      6   13     107.0      337.0     352.0      312.0      DL   \n",
+       "233390  2013      6   13     108.0      248.0     312.0      233.0      DL   \n",
+       "233391  2013      6   13     151.0      186.0     253.0      172.0      B6   \n",
+       "233392  2013      6   13     207.0      202.0     308.0      191.0      B6   \n",
+       "233393  2013      6   13     220.0      290.0     510.0      293.0      B6   \n",
+       "233394  2013      6   13     226.0      446.0     430.0      420.0      DL   \n",
+       "233502  2013      6   13     709.0       64.0    1013.0       68.0      AA   \n",
+       "233509  2013      6   13     720.0       80.0    1015.0      105.0      AA   \n",
+       "233591  2013      6   13     830.0      130.0    1116.0      132.0      UA   \n",
+       "233599  2013      6   13     839.0       99.0    1215.0      129.0      DL   \n",
+       "233620  2013      6   13     904.0      141.0    1206.0      185.0      UA   \n",
+       "233625  2013      6   13     906.0       86.0    1308.0      133.0      VX   \n",
+       "233647  2013      6   13     944.0       73.0    1244.0       83.0      UA   \n",
+       "233652  2013      6   13     951.0       96.0    1232.0      177.0      MQ   \n",
+       "233656  2013      6   13     953.0       73.0    1338.0      119.0      UA   \n",
+       "233664  2013      6   13    1004.0      139.0    1227.0      147.0      9E   \n",
+       "233666  2013      6   13    1005.0       65.0    1328.0       91.0      UA   \n",
+       "233680  2013      6   13    1029.0       83.0    1407.0       88.0      B6   \n",
+       "233681  2013      6   13    1029.0       74.0    1330.0       75.0      VX   \n",
+       "233696  2013      6   13    1050.0      115.0    1354.0      109.0      AA   \n",
+       "233698  2013      6   13    1054.0       84.0    1238.0      114.0      B6   \n",
+       "233707  2013      6   13    1110.0       75.0    1453.0      123.0      AA   \n",
+       "233717  2013      6   13    1126.0       81.0    1248.0       88.0      MQ   \n",
+       "233722  2013      6   13    1131.0      152.0    1403.0      132.0      UA   \n",
+       "233727  2013      6   13    1136.0      111.0    1458.0      154.0      B6   \n",
+       "233730  2013      6   13    1139.0       84.0    1352.0       91.0      UA   \n",
+       "233731  2013      6   13    1140.0      120.0       NaN        NaN      9E   \n",
+       "233732  2013      6   13    1144.0       79.0    1432.0      127.0      MQ   \n",
+       "233735  2013      6   13    1146.0      136.0    1432.0      122.0      WN   \n",
+       "233739  2013      6   13    1153.0      113.0    1649.0      134.0      HA   \n",
+       "233746  2013      6   13    1201.0       61.0    1352.0       82.0      WN   \n",
+       "233751  2013      6   13    1221.0       86.0    1527.0       76.0      DL   \n",
+       "233773  2013      6   13    1305.0       65.0    1531.0      100.0      US   \n",
+       "233776  2013      6   13    1315.0      110.0    1628.0      108.0      AA   \n",
+       "233777  2013      6   13    1317.0       77.0    1414.0       65.0      US   \n",
+       "233780  2013      6   13    1321.0       81.0    1451.0       78.0      UA   \n",
+       "233784  2013      6   13    1325.0       80.0    1630.0      120.0      MQ   \n",
+       "233787  2013      6   13    1335.0      163.0    1630.0      144.0      B6   \n",
+       "233791  2013      6   13    1340.0      180.0    1552.0      163.0      UA   \n",
+       "233794  2013      6   13    1350.0      111.0    1541.0       93.0      UA   \n",
+       "233795  2013      6   13    1351.0      116.0    1511.0      121.0      MQ   \n",
+       "233796  2013      6   13    1351.0      171.0    1616.0      137.0      DL   \n",
+       "233799  2013      6   13    1355.0       84.0    1611.0       76.0      EV   \n",
+       "233801  2013      6   13    1359.0       89.0    1656.0       58.0      DL   \n",
+       "233805  2013      6   13    1403.0       68.0    1514.0       49.0      WN   \n",
+       "233806  2013      6   13    1404.0       63.0    1502.0       50.0      B6   \n",
+       "233810  2013      6   13    1412.0       73.0    1701.0      124.0      US   \n",
+       "233812  2013      6   13    1412.0      117.0    1526.0      121.0      B6   \n",
+       "233814  2013      6   13    1419.0       81.0    1632.0       87.0      UA   \n",
+       "233817  2013      6   13    1423.0       68.0    1651.0      106.0      US   \n",
+       "233818  2013      6   13    1424.0      114.0    1715.0      115.0      WN   \n",
+       "233823  2013      6   13    1429.0       74.0    1603.0       68.0      AA   \n",
+       "233824  2013      6   13    1429.0       71.0    1541.0       64.0      EV   \n",
+       "233825  2013      6   13    1430.0      136.0    1538.0      123.0      UA   \n",
+       "233826  2013      6   13    1431.0      141.0    1715.0      135.0      AA   \n",
+       "233827  2013      6   13    1432.0       63.0    1746.0       87.0      UA   \n",
+       "233830  2013      6   13    1435.0      153.0    1713.0      158.0      UA   \n",
+       "233831  2013      6   13    1435.0      161.0    1748.0      175.0      DL   \n",
+       "233832  2013      6   13    1438.0      133.0    1734.0      131.0      UA   \n",
+       "233837  2013      6   13    1443.0       83.0    1803.0      102.0      B6   \n",
+       "233840  2013      6   13    1446.0      116.0    1719.0      122.0      UA   \n",
+       "233841  2013      6   13    1448.0      181.0    1800.0      186.0      UA   \n",
+       "233843  2013      6   13    1450.0      170.0    1748.0      193.0      DL   \n",
+       "233844  2013      6   13    1451.0      161.0    1628.0      158.0      AA   \n",
+       "233855  2013      6   13    1459.0      109.0    1810.0      158.0      FL   \n",
+       "233859  2013      6   13    1503.0       83.0    1953.0      168.0      AA   \n",
+       "233860  2013      6   13    1507.0      212.0    1938.0      287.0      DL   \n",
+       "233861  2013      6   13    1508.0       79.0    1628.0       73.0      UA   \n",
+       "233863  2013      6   13    1508.0       68.0    1657.0       55.0      EV   \n",
+       "233865  2013      6   13    1509.0       94.0    1619.0       84.0      MQ   \n",
+       "233870  2013      6   13    1516.0       92.0    1847.0      146.0      B6   \n",
+       "233876  2013      6   13    1523.0       86.0    1757.0       88.0      UA   \n",
+       "233878  2013      6   13    1527.0       61.0    1930.0      121.0      B6   \n",
+       "233884  2013      6   13    1530.0      151.0    1905.0      211.0      DL   \n",
+       "233891  2013      6   13    1536.0       97.0    1706.0      113.0      B6   \n",
+       "233896  2013      6   13    1542.0      167.0    1915.0      213.0      B6   \n",
+       "233898  2013      6   13    1545.0      136.0    1709.0      155.0      B6   \n",
+       "233904  2013      6   13    1551.0       76.0    1807.0       87.0      DL   \n",
+       "233905  2013      6   13    1552.0       62.0    1939.0      113.0      B6   \n",
+       "233906  2013      6   13    1552.0       85.0    1732.0       81.0      EV   \n",
+       "233908  2013      6   13    1553.0      113.0    1737.0      145.0      US   \n",
+       "233916  2013      6   13    1603.0       93.0    1731.0       93.0      FL   \n",
+       "233919  2013      6   13    1605.0       66.0    1903.0       62.0      9E   \n",
+       "233923  2013      6   13    1609.0      119.0    1927.0      177.0      FL   \n",
+       "233926  2013      6   13    1614.0       74.0    1952.0      155.0      UA   \n",
+       "233929  2013      6   13    1616.0       76.0    1822.0       96.0      UA   \n",
+       "233931  2013      6   13    1617.0       67.0    1806.0       91.0      MQ   \n",
+       "233932  2013      6   13    1617.0       87.0    1752.0       78.0      9E   \n",
+       "233934  2013      6   13    1618.0       95.0    1907.0      115.0      EV   \n",
+       "233936  2013      6   13    1619.0       84.0    1820.0       79.0      9E   \n",
+       "233939  2013      6   13    1622.0      157.0    1958.0      193.0      AA   \n",
+       "233940  2013      6   13    1622.0      143.0    1810.0      134.0      US   \n",
+       "233944  2013      6   13    1627.0      388.0    1815.0      421.0      EV   \n",
+       "233947  2013      6   13    1631.0      106.0    1930.0      110.0      AA   \n",
+       "233950  2013      6   13    1631.0       71.0    1936.0       91.0      DL   \n",
+       "233952  2013      6   13    1636.0      101.0    1943.0      193.0      9E   \n",
+       "233960  2013      6   13    1643.0       92.0    1940.0       97.0      UA   \n",
+       "233969  2013      6   13    1657.0       77.0    1922.0      132.0      MQ   \n",
+       "233970  2013      6   13    1657.0      142.0       NaN        NaN      B6   \n",
+       "233974  2013      6   13    1704.0       95.0    2009.0      109.0      B6   \n",
+       "233976  2013      6   13    1707.0       68.0    2114.0      109.0      DL   \n",
+       "233977  2013      6   13    1709.0      139.0    1919.0      165.0      9E   \n",
+       "233978  2013      6   13    1709.0      137.0    2042.0      213.0      B6   \n",
+       "233979  2013      6   13    1709.0       79.0    2140.0        NaN      WN   \n",
+       "233989  2013      6   13    1719.0       80.0    1938.0       70.0      9E   \n",
+       "233993  2013      6   13    1720.0       95.0    1918.0      103.0      UA   \n",
+       "233994  2013      6   13    1721.0       66.0    2016.0      106.0      EV   \n",
+       "233996  2013      6   13    1725.0      100.0    1830.0       80.0      MQ   \n",
+       "233998  2013      6   13    1725.0      146.0    2005.0      186.0      EV   \n",
+       "234004  2013      6   13    1730.0       69.0    1831.0       49.0      UA   \n",
+       "234011  2013      6   13    1734.0      154.0    2039.0      195.0      EV   \n",
+       "234012  2013      6   13    1735.0       91.0    1926.0       98.0      EV   \n",
+       "234016  2013      6   13    1740.0      233.0    2110.0      266.0      DL   \n",
+       "234017  2013      6   13    1742.0      107.0    2053.0      130.0      UA   \n",
+       "234019  2013      6   13    1742.0      117.0    1952.0      132.0      MQ   \n",
+       "234021  2013      6   13    1747.0      108.0    1954.0      129.0      B6   \n",
+       "234023  2013      6   13    1749.0      143.0    1934.0      148.0      EV   \n",
+       "234025  2013      6   13    1753.0      178.0       NaN        NaN      9E   \n",
+       "234035  2013      6   13    1759.0      114.0    2048.0      148.0      9E   \n",
+       "234036  2013      6   13    1800.0       61.0    2017.0      104.0      EV   \n",
+       "234038  2013      6   13    1801.0       61.0    2243.0      128.0      B6   \n",
+       "234042  2013      6   13    1806.0       63.0    2145.0      111.0      UA   \n",
+       "234043  2013      6   13    1806.0      106.0    2209.0      144.0      AA   \n",
+       "234044  2013      6   13    1808.0       68.0    2147.0      144.0      9E   \n",
+       "234045  2013      6   13    1809.0      110.0    2130.0      132.0      UA   \n",
+       "234046  2013      6   13    1812.0      207.0    1951.0      217.0      UA   \n",
+       "234048  2013      6   13    1812.0      102.0    2256.0      177.0      VX   \n",
+       "234053  2013      6   13    1818.0      168.0    2147.0      171.0      DL   \n",
+       "234054  2013      6   13    1819.0      110.0    2158.0      151.0      B6   \n",
+       "234059  2013      6   13    1823.0      150.0    1947.0      158.0      EV   \n",
+       "234060  2013      6   13    1824.0       69.0    1937.0       68.0      B6   \n",
+       "234069  2013      6   13    1828.0       67.0    2045.0       76.0      EV   \n",
+       "234070  2013      6   13    1829.0      180.0    2022.0      167.0      EV   \n",
+       "234072  2013      6   13    1831.0       71.0    2236.0      131.0      AA   \n",
+       "234073  2013      6   13    1833.0      343.0    2135.0      430.0      MQ   \n",
+       "234074  2013      6   13    1833.0       88.0    2146.0       86.0      AA   \n",
+       "234080  2013      6   13    1841.0       66.0    2240.0      130.0      AA   \n",
+       "234082  2013      6   13    1842.0       67.0    2235.0      125.0      AA   \n",
+       "234084  2013      6   13    1844.0      109.0    2232.0      136.0      UA   \n",
+       "234085  2013      6   13    1845.0      120.0    2042.0      147.0      WN   \n",
+       "234086  2013      6   13    1846.0      106.0    2043.0      119.0      UA   \n",
+       "234088  2013      6   13    1847.0       72.0    2038.0       92.0      DL   \n",
+       "234090  2013      6   13    1849.0      174.0    2100.0      201.0      9E   \n",
+       "234101  2013      6   13    1903.0      231.0    2303.0      309.0      UA   \n",
+       "234102  2013      6   13    1907.0      235.0    2134.0      126.0      EV   \n",
+       "234104  2013      6   13    1910.0       75.0    2339.0      174.0      AA   \n",
+       "234109  2013      6   13    1915.0       77.0    2057.0       67.0      UA   \n",
+       "234114  2013      6   13    1918.0      113.0    2245.0      136.0      DL   \n",
+       "234123  2013      6   13    1930.0       97.0    2227.0       97.0      UA   \n",
+       "234125  2013      6   13    1935.0       80.0    2224.0       79.0      UA   \n",
+       "234128  2013      6   13    1942.0      139.0    2227.0      134.0      UA   \n",
+       "234129  2013      6   13    1942.0       72.0    2257.0       72.0      AA   \n",
+       "234130  2013      6   13    1942.0      133.0    2354.0      179.0      VX   \n",
+       "234131  2013      6   13    1945.0       80.0    2151.0      102.0      EV   \n",
+       "234134  2013      6   13    1950.0      190.0    2224.0      251.0      9E   \n",
+       "234136  2013      6   13    1952.0      142.0    2147.0      163.0      B6   \n",
+       "234152  2013      6   13    2019.0       69.0    2359.0       82.0      DL   \n",
+       "234156  2013      6   13    2025.0      230.0       8.0      254.0      B6   \n",
+       "234159  2013      6   13    2032.0      183.0    2224.0      174.0      EV   \n",
+       "234161  2013      6   13    2033.0       78.0    2359.0       89.0      AA   \n",
+       "234162  2013      6   13    2033.0      178.0    2230.0      182.0      US   \n",
+       "234166  2013      6   13    2043.0      143.0    2305.0      134.0      DL   \n",
+       "234167  2013      6   13    2046.0      351.0      12.0      380.0      B6   \n",
+       "234168  2013      6   13    2047.0      112.0    2332.0      106.0      B6   \n",
+       "234169  2013      6   13    2050.0      170.0    2159.0      153.0      UA   \n",
+       "234170  2013      6   13    2050.0      131.0    2312.0      164.0      9E   \n",
+       "234171  2013      6   13    2050.0      235.0    2313.0      203.0      AA   \n",
+       "234176  2013      6   13    2101.0      126.0    2348.0      103.0      VX   \n",
+       "234177  2013      6   13    2101.0      246.0    2323.0      241.0      EV   \n",
+       "234178  2013      6   13    2102.0       87.0      36.0       94.0      DL   \n",
+       "234180  2013      6   13    2104.0       63.0      12.0       64.0      B6   \n",
+       "234182  2013      6   13    2106.0      161.0    2355.0      130.0      AS   \n",
+       "234183  2013      6   13    2106.0      121.0      12.0      207.0      WN   \n",
+       "234186  2013      6   13    2111.0      112.0      50.0      150.0      B6   \n",
+       "234191  2013      6   13    2125.0      170.0      36.0      266.0      MQ   \n",
+       "234192  2013      6   13    2125.0      255.0      26.0      261.0      AA   \n",
+       "234193  2013      6   13    2127.0       88.0       9.0       59.0      UA   \n",
+       "234194  2013      6   13    2127.0      388.0     125.0      468.0      DL   \n",
+       "234195  2013      6   13    2127.0      112.0    2301.0       84.0      EV   \n",
+       "234196  2013      6   13    2129.0       90.0      32.0      172.0      DL   \n",
+       "234197  2013      6   13    2130.0      119.0      24.0      107.0      UA   \n",
+       "234198  2013      6   13    2132.0      217.0     106.0      226.0      AA   \n",
+       "234199  2013      6   13    2134.0       64.0    2325.0       74.0      9E   \n",
+       "234200  2013      6   13    2136.0       66.0      36.0      154.0      FL   \n",
+       "234201  2013      6   13    2138.0       83.0    2321.0      102.0      B6   \n",
+       "234202  2013      6   13    2138.0      128.0      20.0      125.0      DL   \n",
+       "234203  2013      6   13    2138.0       98.0      19.0      183.0      US   \n",
+       "234204  2013      6   13    2138.0      130.0    2332.0      121.0      EV   \n",
+       "234205  2013      6   13    2140.0       90.0      40.0       90.0      UA   \n",
+       "234206  2013      6   13    2140.0      100.0     127.0      173.0      DL   \n",
+       "234208  2013      6   13    2142.0      162.0      14.0      238.0      US   \n",
+       "234211  2013      6   13    2146.0      251.0    2304.0      229.0      WN   \n",
+       "234212  2013      6   13    2147.0       84.0    2349.0       80.0      EV   \n",
+       "234213  2013      6   13    2148.0      138.0       NaN        NaN      DL   \n",
+       "234214  2013      6   13    2149.0      199.0      58.0      237.0      9E   \n",
+       "234216  2013      6   13    2149.0      255.0     137.0      341.0      FL   \n",
+       "234217  2013      6   13    2152.0      137.0      55.0      152.0      9E   \n",
+       "234221  2013      6   13    2158.0       73.0      43.0       95.0      9E   \n",
+       "234223  2013      6   13    2202.0       62.0     225.0      167.0      B6   \n",
+       "234224  2013      6   13    2205.0      200.0     106.0      196.0      B6   \n",
+       "234225  2013      6   13    2209.0      108.0    2334.0       94.0      UA   \n",
+       "234226  2013      6   13    2211.0      126.0      36.0      146.0      9E   \n",
+       "234228  2013      6   13    2214.0      115.0      56.0       92.0      UA   \n",
+       "234230  2013      6   13    2216.0      107.0    2356.0       83.0      EV   \n",
+       "234231  2013      6   13    2217.0      287.0       3.0      285.0      B6   \n",
+       "234233  2013      6   13    2225.0       95.0     126.0       94.0      UA   \n",
+       "234234  2013      6   13    2226.0       91.0     115.0       77.0      UA   \n",
+       "234235  2013      6   13    2231.0      151.0     219.0      189.0      DL   \n",
+       "234236  2013      6   13    2239.0      184.0      44.0      204.0      MQ   \n",
+       "234237  2013      6   13    2242.0      447.0     232.0      496.0      DL   \n",
+       "234238  2013      6   13    2245.0      222.0    2353.0      208.0      EV   \n",
+       "234239  2013      6   13    2246.0      134.0    2342.0      116.0      B6   \n",
+       "234240  2013      6   13    2247.0      112.0       3.0      102.0      UA   \n",
+       "234241  2013      6   13    2251.0      101.0      31.0      106.0      B6   \n",
+       "234242  2013      6   13    2252.0      142.0    2357.0      122.0      WN   \n",
+       "234244  2013      6   13    2256.0      101.0     143.0      114.0      DL   \n",
+       "234245  2013      6   13    2256.0      191.0     107.0      198.0      EV   \n",
+       "234246  2013      6   13    2259.0      150.0     130.0      157.0      EV   \n",
+       "234248  2013      6   13    2304.0      209.0     102.0      200.0      9E   \n",
+       "234249  2013      6   13    2306.0       86.0     151.0       87.0      B6   \n",
+       "234250  2013      6   13    2311.0      191.0      40.0      193.0      9E   \n",
+       "234251  2013      6   13    2312.0      129.0     116.0      126.0      UA   \n",
+       "234252  2013      6   13    2320.0      245.0     207.0      242.0      AA   \n",
+       "234253  2013      6   13    2323.0      243.0     142.0      212.0      AA   \n",
+       "234254  2013      6   13    2324.0      294.0     132.0      277.0      WN   \n",
+       "234256  2013      6   13    2328.0      209.0     130.0      230.0      EV   \n",
+       "234257  2013      6   13    2332.0      182.0      36.0      160.0      9E   \n",
+       "234258  2013      6   13    2332.0      332.0      39.0      309.0      WN   \n",
+       "234259  2013      6   13    2333.0       73.0     333.0       84.0      B6   \n",
+       "234260  2013      6   13    2345.0      135.0     231.0      129.0      B6   \n",
+       "234261  2013      6   13    2348.0      173.0     109.0      159.0      WN   \n",
+       "234262  2013      6   13    2349.0      334.0     118.0      333.0      WN   \n",
+       "234263  2013      6   13    2349.0      147.0     141.0      146.0      EV   \n",
+       "234264  2013      6   13    2351.0      275.0     232.0      247.0      UA   \n",
+       "234265  2013      6   13    2355.0      270.0     317.0      274.0      DL   \n",
+       "234362  2013      6   14      24.0      204.0     235.0      177.0      B6   \n",
+       "234363  2013      6   14      40.0      250.0     149.0      227.0      FL   \n",
+       "234477  2013      6   14     728.0       68.0     941.0       58.0      DL   \n",
+       "234491  2013      6   14     745.0       95.0     929.0       84.0      MQ   \n",
+       "234574  2013      6   14     854.0      114.0    1023.0      108.0      WN   \n",
+       "234587  2013      6   14     900.0      150.0    1045.0      135.0      EV   \n",
+       "234591  2013      6   14     905.0       90.0    1011.0       75.0      EV   \n",
+       "234597  2013      6   14     914.0      134.0    1146.0      126.0      AA   \n",
+       "234652  2013      6   14    1016.0       86.0    1128.0       75.0      EV   \n",
+       "234660  2013      6   14    1027.0       97.0    1140.0       70.0      AA   \n",
+       "234685  2013      6   14    1058.0      163.0    1203.0      148.0      MQ   \n",
+       "234695  2013      6   14    1109.0       89.0    1325.0       73.0      9E   \n",
+       "234713  2013      6   14    1138.0       73.0    1334.0       69.0      MQ   \n",
+       "234714  2013      6   14    1140.0      110.0    1415.0      130.0      MQ   \n",
+       "234731  2013      6   14    1158.0      222.0    1335.0      208.0      EV   \n",
+       "234742  2013      6   14    1223.0       83.0    1326.0       76.0      MQ   \n",
+       "234784  2013      6   14    1306.0      113.0    1431.0       98.0      EV   \n",
+       "234803  2013      6   14    1330.0       90.0    1426.0       76.0      WN   \n",
+       "234810  2013      6   14    1339.0      104.0    1450.0      100.0      MQ   \n",
+       "234813  2013      6   14    1340.0      335.0    1532.0      342.0      9E   \n",
+       "234828  2013      6   14    1400.0      125.0    1529.0      139.0      MQ   \n",
+       "234829  2013      6   14    1400.0       85.0    1617.0      107.0      EV   \n",
+       "234830  2013      6   14    1402.0       97.0    1644.0       81.0      UA   \n",
+       "234905  2013      6   14    1515.0       95.0    1642.0       92.0      WN   \n",
+       "234936  2013      6   14    1547.0      112.0    1751.0      121.0      MQ   \n",
+       "234970  2013      6   14    1612.0       73.0    2024.0      143.0      9E   \n",
+       "234976  2013      6   14    1613.0      192.0    1751.0      220.0      EV   \n",
+       "234977  2013      6   14    1617.0       67.0    1749.0       74.0      MQ   \n",
+       "234983  2013      6   14    1623.0      168.0    1827.0      212.0      MQ   \n",
+       "235006  2013      6   14    1640.0       75.0    1906.0       86.0      MQ   \n",
+       "235048  2013      6   14    1723.0      173.0    1919.0      201.0      FL   \n",
+       "235065  2013      6   14    1746.0      141.0    1943.0      138.0      MQ   \n",
+       "235089  2013      6   14    1812.0       77.0    2043.0       81.0      EV   \n",
+       "235093  2013      6   14    1822.0      157.0      21.0      256.0      DL   \n",
+       "235096  2013      6   14    1825.0      145.0    2315.0      217.0      DL   \n",
+       "235102  2013      6   14    1827.0      184.0    2008.0      207.0      EV   \n",
+       "235108  2013      6   14    1831.0       61.0    1959.0       64.0      EV   \n",
+       "235114  2013      6   14    1838.0      173.0    1955.0      140.0      UA   \n",
+       "235116  2013      6   14    1840.0       65.0    2158.0       88.0      AA   \n",
+       "235125  2013      6   14    1850.0      100.0    2132.0       92.0      WN   \n",
+       "235126  2013      6   14    1851.0      201.0    2344.0      289.0      AA   \n",
+       "235129  2013      6   14    1854.0       94.0    2016.0       87.0      EV   \n",
+       "235137  2013      6   14    1900.0       99.0    2104.0       95.0      EV   \n",
+       "235140  2013      6   14    1902.0       87.0    2049.0       72.0      YV   \n",
+       "235147  2013      6   14    1912.0       77.0    2234.0       74.0      AA   \n",
+       "235153  2013      6   14    1918.0       93.0    2038.0       73.0      MQ   \n",
+       "235156  2013      6   14    1918.0       79.0    2141.0       35.0      DL   \n",
+       "235160  2013      6   14    1925.0       61.0    2219.0       44.0      UA   \n",
+       "235166  2013      6   14    1935.0       65.0    2057.0       42.0      AA   \n",
+       "235167  2013      6   14    1939.0       63.0    2243.0       48.0      UA   \n",
+       "235170  2013      6   14    1939.0       69.0    2128.0       50.0      DL   \n",
+       "235171  2013      6   14    1940.0       70.0    2236.0       51.0      AA   \n",
+       "235180  2013      6   14    1953.0      128.0    2226.0       76.0      AA   \n",
+       "235181  2013      6   14    1953.0      144.0    2150.0      140.0      EV   \n",
+       "235183  2013      6   14    1954.0       69.0    2121.0       51.0      AA   \n",
+       "235187  2013      6   14    1958.0      157.0    2208.0      162.0      EV   \n",
+       "235191  2013      6   14    2003.0      244.0    2317.0      232.0      DL   \n",
+       "235192  2013      6   14    2004.0       64.0      12.0      102.0      DL   \n",
+       "235194  2013      6   14    2005.0       65.0    2217.0       47.0      DL   \n",
+       "235200  2013      6   14    2014.0      119.0    2125.0      100.0      WN   \n",
+       "235201  2013      6   14    2015.0       75.0    2123.0       67.0      US   \n",
+       "235203  2013      6   14    2018.0       78.0    2331.0       65.0      DL   \n",
+       "235205  2013      6   14    2021.0       62.0    2240.0       30.0      UA   \n",
+       "235209  2013      6   14    2023.0       68.0    2321.0       51.0      AA   \n",
+       "235214  2013      6   14    2027.0       87.0    2219.0       36.0      DL   \n",
+       "235218  2013      6   14    2031.0      124.0    2153.0      130.0      EV   \n",
+       "235219  2013      6   14    2033.0       63.0    2200.0       71.0      EV   \n",
+       "235221  2013      6   14    2034.0       64.0    2304.0       24.0      DL   \n",
+       "235223  2013      6   14    2037.0       67.0    2144.0       57.0      EV   \n",
+       "235224  2013      6   14    2038.0      218.0    2357.0      202.0      B6   \n",
+       "235226  2013      6   14    2042.0       82.0    2220.0       95.0      AA   \n",
+       "235228  2013      6   14    2048.0       73.0    2237.0       55.0      9E   \n",
+       "235235  2013      6   14    2057.0       82.0    2225.0       65.0      MQ   \n",
+       "235236  2013      6   14    2057.0      118.0    2212.0      106.0      EV   \n",
+       "235237  2013      6   14    2057.0       67.0    2245.0       30.0      EV   \n",
+       "235238  2013      6   14    2058.0       98.0    2322.0       72.0      AA   \n",
+       "235241  2013      6   14    2059.0      104.0    2240.0       69.0      EV   \n",
+       "235244  2013      6   14    2103.0      240.0    2333.0      219.0      UA   \n",
+       "235249  2013      6   14    2110.0       85.0    2232.0       90.0      EV   \n",
+       "235250  2013      6   14    2111.0      276.0    2228.0      263.0      EV   \n",
+       "235256  2013      6   14    2123.0       84.0    2235.0       55.0      DL   \n",
+       "235257  2013      6   14    2125.0       85.0    2320.0       55.0      MQ   \n",
+       "235259  2013      6   14    2126.0      271.0      27.0      262.0      VX   \n",
+       "235260  2013      6   14    2127.0      237.0    2355.0      239.0      F9   \n",
+       "235262  2013      6   14    2130.0      265.0    2311.0      240.0      US   \n",
+       "235265  2013      6   14    2136.0       81.0    2354.0       78.0      EV   \n",
+       "235267  2013      6   14    2141.0      221.0    2315.0      205.0      MQ   \n",
+       "235271  2013      6   14    2143.0       73.0    2251.0       40.0      EV   \n",
+       "235272  2013      6   14    2144.0       74.0    2247.0       41.0      9E   \n",
+       "235275  2013      6   14    2148.0      153.0      13.0      128.0      AA   \n",
+       "235276  2013      6   14    2149.0      114.0    2326.0      101.0      MQ   \n",
+       "235277  2013      6   14    2150.0      115.0    2335.0      110.0      MQ   \n",
+       "235278  2013      6   14    2150.0       95.0    2257.0       78.0      B6   \n",
+       "235280  2013      6   14    2154.0       82.0    2253.0       67.0      B6   \n",
+       "235281  2013      6   14    2156.0      173.0    2303.0      158.0      EV   \n",
+       "235283  2013      6   14    2200.0       66.0      16.0       17.0      UA   \n",
+       "235285  2013      6   14    2200.0      120.0    2300.0      104.0      US   \n",
+       "235287  2013      6   14    2201.0       92.0      14.0       81.0      EV   \n",
+       "235288  2013      6   14    2208.0      119.0      32.0       78.0      UA   \n",
+       "235290  2013      6   14    2210.0      129.0     101.0      116.0      VX   \n",
+       "235291  2013      6   14    2217.0       72.0    2327.0       57.0      MQ   \n",
+       "235293  2013      6   14    2219.0      264.0      38.0      233.0      AA   \n",
+       "235294  2013      6   14    2220.0      100.0     121.0       88.0      B6   \n",
+       "235295  2013      6   14    2221.0      176.0      58.0      135.0      DL   \n",
+       "235296  2013      6   14    2221.0       82.0       NaN        NaN      EV   \n",
+       "235297  2013      6   14    2222.0       82.0    2319.0       69.0      US   \n",
+       "235298  2013      6   14    2225.0      105.0      20.0      105.0      MQ   \n",
+       "235300  2013      6   14    2228.0       63.0      44.0       45.0      UA   \n",
+       "235301  2013      6   14    2228.0      229.0       4.0      216.0      9E   \n",
+       "235303  2013      6   14    2229.0      149.0     102.0      107.0      AA   \n",
+       "235304  2013      6   14    2232.0      292.0      40.0      265.0      WN   \n",
+       "235306  2013      6   14    2236.0      186.0      37.0      142.0      DL   \n",
+       "235308  2013      6   14    2238.0      158.0     141.0      151.0      DL   \n",
+       "235309  2013      6   14    2239.0       79.0      58.0       60.0      B6   \n",
+       "235310  2013      6   14    2239.0      100.0    2347.0       81.0      EV   \n",
+       "235311  2013      6   14    2240.0      130.0    2356.0      120.0      9E   \n",
+       "235314  2013      6   14    2252.0      233.0      50.0      209.0      FL   \n",
+       "235315  2013      6   14    2258.0      118.0      34.0      104.0      MQ   \n",
+       "235317  2013      6   14    2258.0       96.0      37.0       82.0      EV   \n",
+       "235318  2013      6   14    2312.0      192.0      30.0      170.0      MQ   \n",
+       "235319  2013      6   14    2320.0      110.0     155.0       93.0      B6   \n",
+       "235321  2013      6   14    2330.0      300.0     111.0      256.0      WN   \n",
+       "235322  2013      6   14    2332.0      122.0      24.0       99.0      MQ   \n",
+       "235575  2013      6   15     940.0       64.0    1235.0       50.0      UA   \n",
+       "235587  2013      6   15     957.0       64.0    1222.0       32.0      UA   \n",
+       "235642  2013      6   15    1110.0       65.0    1232.0       72.0      MQ   \n",
+       "235655  2013      6   15    1133.0       64.0    1237.0       49.0      EV   \n",
+       "235722  2013      6   15    1315.0      104.0    1555.0       79.0      DL   \n",
+       "235753  2013      6   15    1354.0      174.0    1517.0      187.0      MQ   \n",
+       "235754  2013      6   15    1354.0      119.0    1501.0      111.0      MQ   \n",
+       "235772  2013      6   15    1428.0       68.0    1712.0       51.0      B6   \n",
+       "235778  2013      6   15    1432.0     1137.0    1607.0     1127.0      MQ   \n",
+       "235780  2013      6   15    1435.0       95.0    1641.0       96.0      MQ   \n",
+       "235832  2013      6   15    1526.0       81.0    1644.0       54.0      AA   \n",
+       "235860  2013      6   15    1556.0       86.0    1658.0       76.0      EV   \n",
+       "235879  2013      6   15    1612.0       72.0    1753.0       55.0      EV   \n",
+       "235883  2013      6   15    1617.0       87.0    1812.0       59.0      9E   \n",
+       "235920  2013      6   15    1653.0       88.0    1849.0       73.0      EV   \n",
+       "235934  2013      6   15    1710.0       95.0    1938.0       89.0      UA   \n",
+       "235953  2013      6   15    1725.0      130.0    1912.0      113.0      EV   \n",
+       "235958  2013      6   15    1731.0      156.0    1834.0      139.0      EV   \n",
+       "235960  2013      6   15    1733.0      123.0    1932.0       97.0      MQ   \n",
+       "235962  2013      6   15    1735.0      160.0    1907.0      142.0      MQ   \n",
+       "235976  2013      6   15    1754.0      184.0    2030.0      164.0      UA   \n",
+       "235988  2013      6   15    1811.0      181.0    1911.0      156.0      MQ   \n",
+       "235996  2013      6   15    1822.0      137.0    1916.0       96.0      AA   \n",
+       "236007  2013      6   15    1830.0       61.0    2057.0       32.0      UA   \n",
+       "236015  2013      6   15    1837.0       72.0    2117.0       32.0      AA   \n",
+       "236036  2013      6   15    1912.0      132.0    2142.0      102.0      AA   \n",
+       "236057  2013      6   15    1929.0      104.0    2211.0       61.0      AA   \n",
+       "236062  2013      6   15    1936.0       70.0    2219.0       49.0      UA   \n",
+       "236106  2013      6   15    2041.0      166.0    2255.0      130.0      AA   \n",
+       "236113  2013      6   15    2102.0       79.0    2312.0       41.0      UA   \n",
+       "236114  2013      6   15    2104.0       86.0    2329.0       60.0      UA   \n",
+       "236126  2013      6   15    2145.0      165.0     121.0      156.0      DL   \n",
+       "236131  2013      6   15    2218.0      203.0     124.0      199.0      VX   \n",
+       "236140  2013      6   15    2256.0       67.0    2337.0       45.0      EV   \n",
+       "236141  2013      6   15    2306.0      301.0     108.0      270.0      DL   \n",
+       "236151  2013      6   16      14.0      144.0     339.0      159.0      AA   \n",
+       "236152  2013      6   16      45.0      140.0     128.0      118.0      EV   \n",
+       "236236  2013      6   16     723.0       73.0     957.0       51.0      B6   \n",
+       "236494  2013      6   16    1226.0      177.0    1527.0      166.0      B6   \n",
+       "236550  2013      6   16    1325.0      144.0    1613.0      159.0      B6   \n",
+       "236651  2013      6   16    1519.0       64.0    1647.0       68.0      EV   \n",
+       "236669  2013      6   16    1535.0      115.0    1647.0       97.0      WN   \n",
+       "236681  2013      6   16    1546.0      171.0    1839.0      197.0      EV   \n",
+       "236732  2013      6   16    1628.0       66.0    1734.0       54.0      EV   \n",
+       "236767  2013      6   16    1700.0       61.0    1825.0       70.0      EV   \n",
+       "236771  2013      6   16    1702.0       97.0    1857.0      113.0      EV   \n",
+       "236788  2013      6   16    1718.0      173.0    1846.0      141.0      EV   \n",
+       "236804  2013      6   16    1732.0      112.0    1832.0       82.0      MQ   \n",
+       "236822  2013      6   16    1743.0       70.0    1906.0       63.0      EV   \n",
+       "236838  2013      6   16    1759.0      109.0    1915.0       75.0      AA   \n",
+       "236842  2013      6   16    1805.0      135.0    2048.0      163.0      WN   \n",
+       "236847  2013      6   16    1814.0       64.0    2053.0       48.0      AA   \n",
+       "236852  2013      6   16    1817.0       62.0    2049.0       53.0      UA   \n",
+       "236881  2013      6   16    1837.0       86.0    2115.0       95.0      UA   \n",
+       "236892  2013      6   16    1850.0      205.0    2043.0      198.0      MQ   \n",
+       "236901  2013      6   16    1858.0      119.0    2117.0      130.0      EV   \n",
+       "236908  2013      6   16    1901.0       66.0    2127.0       77.0      MQ   \n",
+       "236938  2013      6   16    1937.0       62.0    2329.0       76.0      B6   \n",
+       "236939  2013      6   16    1937.0       98.0    2220.0       74.0      DL   \n",
+       "236957  2013      6   16    1954.0      109.0    2152.0       95.0      DL   \n",
+       "237002  2013      6   16    2048.0       68.0    2349.0       61.0      UA   \n",
+       "237021  2013      6   16    2107.0      112.0    2324.0      113.0      EV   \n",
+       "237035  2013      6   16    2130.0      195.0    2240.0      175.0      WN   \n",
+       "237038  2013      6   16    2135.0      101.0    2307.0      112.0      UA   \n",
+       "237049  2013      6   16    2157.0      147.0      33.0      113.0      DL   \n",
+       "237053  2013      6   16    2214.0      201.0      29.0      213.0      EV   \n",
+       "237060  2013      6   16    2240.0       70.0     114.0       57.0      B6   \n",
+       "237062  2013      6   16    2258.0       78.0      14.0       64.0      MQ   \n",
+       "237063  2013      6   16    2305.0      126.0    2359.0       94.0      UA   \n",
+       "237069  2013      6   17       2.0      242.0     118.0      242.0      US   \n",
+       "237070  2013      6   17       8.0       83.0     117.0       76.0      B6   \n",
+       "237071  2013      6   17      13.0       78.0     126.0       67.0      B6   \n",
+       "237072  2013      6   17      29.0      150.0     142.0      133.0      EV   \n",
+       "237191  2013      6   17     725.0       85.0    1112.0      162.0      AA   \n",
+       "237280  2013      6   17     832.0      122.0    1110.0      165.0      MQ   \n",
+       "237282  2013      6   17     833.0       93.0     934.0       83.0      EV   \n",
+       "237325  2013      6   17     912.0       72.0    1114.0       58.0      DL   \n",
+       "237395  2013      6   17    1041.0       76.0    1315.0       48.0      B6   \n",
+       "237412  2013      6   17    1106.0       61.0    1217.0       57.0      MQ   \n",
+       "237426  2013      6   17    1123.0       71.0    1230.0       58.0      EV   \n",
+       "237446  2013      6   17    1154.0      119.0    1437.0      107.0      AA   \n",
+       "237468  2013      6   17    1210.0       85.0    1406.0       85.0      EV   \n",
+       "237470  2013      6   17    1218.0       95.0    1342.0      103.0      EV   \n",
+       "237479  2013      6   17    1237.0       97.0    1508.0       79.0      DL   \n",
+       "237507  2013      6   17    1259.0      419.0    1515.0      411.0      DL   \n",
+       "237514  2013      6   17    1307.0      162.0    1505.0      160.0      MQ   \n",
+       "237519  2013      6   17    1313.0       78.0    1423.0       73.0      MQ   \n",
+       "237560  2013      6   17    1411.0       86.0    1642.0       67.0      AA   \n",
+       "237594  2013      6   17    1449.0       64.0    1750.0       75.0      AA   \n",
+       "237613  2013      6   17    1457.0      167.0    1837.0      207.0      B6   \n",
+       "237678  2013      6   17    1611.0       86.0    1926.0      106.0      AA   \n",
+       "237683  2013      6   17    1616.0      467.0    1837.0      489.0      DL   \n",
+       "237689  2013      6   17    1621.0       91.0    1810.0       96.0      9E   \n",
+       "237693  2013      6   17    1625.0       85.0    1952.0      122.0      AA   \n",
+       "237698  2013      6   17    1634.0       95.0    2009.0      128.0      9E   \n",
+       "237699  2013      6   17    1635.0       65.0    2039.0      104.0      AA   \n",
+       "237701  2013      6   17    1637.0       97.0    1848.0      108.0      EV   \n",
+       "237726  2013      6   17    1701.0      101.0    1826.0       76.0      AA   \n",
+       "237727  2013      6   17    1701.0      116.0    2127.0      172.0      AA   \n",
+       "237728  2013      6   17    1702.0      127.0    1856.0      164.0      EV   \n",
+       "237731  2013      6   17    1706.0       67.0    1938.0       70.0      9E   \n",
+       "237736  2013      6   17    1715.0      106.0    1939.0       99.0      UA   \n",
+       "237741  2013      6   17    1722.0      177.0    1912.0      167.0      EV   \n",
+       "237747  2013      6   17    1727.0       77.0    1857.0       57.0      AA   \n",
+       "237748  2013      6   17    1727.0       88.0    2026.0       72.0      DL   \n",
+       "237752  2013      6   17    1731.0       96.0    2052.0      129.0      UA   \n",
+       "237758  2013      6   17    1732.0      102.0    2029.0      104.0      AA   \n",
+       "237761  2013      6   17    1737.0       67.0    2059.0       89.0      AA   \n",
+       "237765  2013      6   17    1739.0       74.0    1926.0       45.0      DL   \n",
+       "237767  2013      6   17    1740.0      101.0    2111.0      148.0      DL   \n",
+       "237769  2013      6   17    1742.0       73.0    2132.0      123.0      B6   \n",
+       "237771  2013      6   17    1743.0       78.0    2123.0      133.0      DL   \n",
+       "237778  2013      6   17    1751.0       82.0    2118.0        NaN      EV   \n",
+       "237782  2013      6   17    1755.0      120.0    2015.0      129.0      EV   \n",
+       "237784  2013      6   17    1756.0       81.0    1906.0       61.0      EV   \n",
+       "237788  2013      6   17    1803.0      113.0    2003.0      113.0      EV   \n",
+       "237791  2013      6   17    1810.0       67.0    1953.0       71.0      EV   \n",
+       "237793  2013      6   17    1813.0      113.0    2140.0      115.0      AA   \n",
+       "237801  2013      6   17    1822.0      176.0    2035.0      209.0      EV   \n",
+       "237802  2013      6   17    1823.0       73.0    2205.0      110.0      AA   \n",
+       "237803  2013      6   17    1825.0       90.0    2111.0       81.0      AA   \n",
+       "237805  2013      6   17    1825.0      145.0    2117.0      182.0      MQ   \n",
+       "237807  2013      6   17    1827.0      122.0    2003.0      108.0      MQ   \n",
+       "237811  2013      6   17    1829.0       84.0    2030.0       80.0      AA   \n",
+       "237813  2013      6   17    1830.0       91.0    2114.0      115.0      DL   \n",
+       "237816  2013      6   17    1831.0      116.0    2010.0      114.0      EV   \n",
+       "237817  2013      6   17    1832.0      107.0    2001.0      106.0      WN   \n",
+       "237821  2013      6   17    1835.0      155.0    2010.0      143.0      EV   \n",
+       "237822  2013      6   17    1837.0       87.0    2140.0       95.0      AA   \n",
+       "237823  2013      6   17    1837.0       68.0    2104.0       94.0      EV   \n",
+       "237825  2013      6   17    1841.0       75.0    2139.0       90.0      UA   \n",
+       "237826  2013      6   17    1843.0       74.0    2104.0      130.0      EV   \n",
+       "237828  2013      6   17    1845.0       70.0    2207.0       97.0      AA   \n",
+       "237832  2013      6   17    1850.0       85.0    2212.0       87.0      AA   \n",
+       "237833  2013      6   17    1850.0      130.0    2116.0      181.0      MQ   \n",
+       "237841  2013      6   17    1854.0      155.0    2328.0      250.0      UA   \n",
+       "237842  2013      6   17    1855.0      146.0    2222.0      180.0      UA   \n",
+       "237845  2013      6   17    1856.0      106.0    2157.0      117.0      WN   \n",
+       "237847  2013      6   17    1859.0       64.0    2238.0        NaN      MQ   \n",
+       "237850  2013      6   17    1902.0      102.0    2302.0      157.0      AA   \n",
+       "237853  2013      6   17    1903.0       78.0    2055.0       90.0      MQ   \n",
+       "237854  2013      6   17    1905.0       95.0    2121.0       85.0      F9   \n",
+       "237856  2013      6   17    1907.0       92.0    2244.0      134.0      AA   \n",
+       "237859  2013      6   17    1910.0       70.0    2129.0       50.0      DL   \n",
+       "237864  2013      6   17    1917.0      108.0    2125.0       94.0      UA   \n",
+       "237866  2013      6   17    1919.0      184.0    2148.0      223.0      9E   \n",
+       "237868  2013      6   17    1922.0      167.0    2228.0      154.0      B6   \n",
+       "237870  2013      6   17    1926.0      111.0    2119.0      124.0      WN   \n",
+       "237873  2013      6   17    1930.0      185.0    2136.0      208.0      DL   \n",
+       "237874  2013      6   17    1931.0       67.0    2255.0       80.0      UA   \n",
+       "237875  2013      6   17    1931.0      216.0    2113.0      213.0      WN   \n",
+       "237877  2013      6   17    1933.0      150.0    2227.0      153.0      UA   \n",
+       "237878  2013      6   17    1933.0       88.0    2107.0       77.0      AA   \n",
+       "237879  2013      6   17    1933.0       63.0    2109.0       54.0      AA   \n",
+       "237882  2013      6   17    1936.0      156.0    2225.0      145.0      AA   \n",
+       "237885  2013      6   17    1939.0      125.0    2157.0      121.0      FL   \n",
+       "237886  2013      6   17    1940.0       65.0    2110.0       60.0      MQ   \n",
+       "237887  2013      6   17    1944.0      104.0    2118.0       91.0      UA   \n",
+       "237890  2013      6   17    1947.0      182.0    2207.0      234.0      B6   \n",
+       "237893  2013      6   17    1948.0       63.0    2117.0       47.0      AA   \n",
+       "237896  2013      6   17    1951.0      156.0    2142.0      193.0      B6   \n",
+       "237908  2013      6   17    2002.0       63.0    2220.0       59.0      FL   \n",
+       "237909  2013      6   17    2003.0      100.0    2226.0      104.0      UA   \n",
+       "237910  2013      6   17    2005.0       70.0       9.0      114.0      VX   \n",
+       "237913  2013      6   17    2007.0      128.0    2310.0      124.0      DL   \n",
+       "237915  2013      6   17    2008.0      108.0    2235.0      104.0      DL   \n",
+       "237916  2013      6   17    2013.0       73.0    2157.0       66.0      UA   \n",
+       "237917  2013      6   17    2016.0      141.0    2357.0      157.0      AA   \n",
+       "237918  2013      6   17    2016.0       71.0    2144.0       59.0      WN   \n",
+       "237919  2013      6   17    2021.0       81.0    2152.0      100.0      US   \n",
+       "237921  2013      6   17    2022.0       77.0    2245.0      102.0      9E   \n",
+       "237925  2013      6   17    2027.0       87.0    2140.0       84.0      US   \n",
+       "237930  2013      6   17    2032.0       97.0    2239.0      100.0      US   \n",
+       "237932  2013      6   17    2033.0      169.0    2311.0      161.0      B6   \n",
+       "237934  2013      6   17    2037.0      121.0    2355.0      120.0      UA   \n",
+       "237935  2013      6   17    2037.0       62.0    2242.0       65.0      EV   \n",
+       "237939  2013      6   17    2040.0      100.0    2318.0      108.0      DL   \n",
+       "237941  2013      6   17    2043.0       68.0    2219.0       59.0      MQ   \n",
+       "237945  2013      6   17    2045.0       75.0    2159.0       70.0      EV   \n",
+       "237946  2013      6   17    2048.0      108.0    2329.0       99.0      UA   \n",
+       "237947  2013      6   17    2048.0      228.0     100.0      238.0      B6   \n",
+       "237948  2013      6   17    2050.0       75.0    2350.0       87.0      9E   \n",
+       "237949  2013      6   17    2051.0      136.0      37.0      162.0      AA   \n",
+       "237950  2013      6   17    2051.0       66.0    2248.0       59.0      EV   \n",
+       "237955  2013      6   17    2058.0       98.0    2243.0      118.0      AA   \n",
+       "237958  2013      6   17    2101.0      116.0    2326.0      138.0      9E   \n",
+       "237959  2013      6   17    2101.0       62.0    2304.0       65.0      EV   \n",
+       "237960  2013      6   17    2103.0      168.0    2219.0      154.0      WN   \n",
+       "237961  2013      6   17    2108.0       69.0    2357.0       47.0      UA   \n",
+       "237962  2013      6   17    2108.0       68.0    2336.0       62.0      DL   \n",
+       "237964  2013      6   17    2111.0      116.0      56.0      146.0      AA   \n",
+       "237968  2013      6   17    2117.0      107.0    2230.0      103.0      EV   \n",
+       "237969  2013      6   17    2118.0       78.0    2229.0       77.0      US   \n",
+       "237974  2013      6   17    2125.0       62.0    2345.0       76.0      EV   \n",
+       "237975  2013      6   17    2131.0      141.0    2309.0      133.0      EV   \n",
+       "237978  2013      6   17    2132.0      102.0    2355.0      100.0      EV   \n",
+       "237979  2013      6   17    2134.0       64.0    2240.0       34.0      9E   \n",
+       "237980  2013      6   17    2135.0      135.0      27.0      137.0      AA   \n",
+       "237982  2013      6   17    2137.0       67.0    2352.0       95.0      B6   \n",
+       "237984  2013      6   17    2138.0      128.0       4.0      109.0      DL   \n",
+       "237991  2013      6   17    2147.0       78.0     142.0       75.0      UA   \n",
+       "237992  2013      6   17    2147.0       77.0     152.0      116.0      B6   \n",
+       "237994  2013      6   17    2149.0       81.0      58.0       79.0      UA   \n",
+       "237995  2013      6   17    2149.0      124.0    2303.0      121.0      EV   \n",
+       "237997  2013      6   17    2153.0       84.0      36.0      103.0      EV   \n",
+       "237998  2013      6   17    2154.0       84.0    2242.0       46.0      9E   \n",
+       "237999  2013      6   17    2154.0      165.0     100.0      145.0      B6   \n",
+       "238001  2013      6   17    2158.0      168.0     103.0      146.0      DL   \n",
+       "238003  2013      6   17    2202.0       62.0    2306.0       56.0      US   \n",
+       "238005  2013      6   17    2203.0      124.0     100.0      146.0      EV   \n",
+       "238006  2013      6   17    2204.0       93.0     214.0      146.0      B6   \n",
+       "238008  2013      6   17    2207.0      302.0    2331.0      276.0      AA   \n",
+       "238009  2013      6   17    2213.0       88.0      18.0       65.0      B6   \n",
+       "238010  2013      6   17    2214.0      159.0      28.0      166.0      9E   \n",
+       "238011  2013      6   17    2215.0      140.0    2315.0      119.0      EV   \n",
+       "238012  2013      6   17    2215.0      105.0    2343.0       92.0      EV   \n",
+       "238013  2013      6   17    2216.0       81.0     143.0      105.0      UA   \n",
+       "238014  2013      6   17    2222.0      113.0      20.0      107.0      EV   \n",
+       "238015  2013      6   17    2224.0       79.0    2355.0       85.0      MQ   \n",
+       "238016  2013      6   17    2224.0       64.0    2351.0       72.0      EV   \n",
+       "238017  2013      6   17    2225.0       65.0      50.0       52.0      B6   \n",
+       "238018  2013      6   17    2229.0      194.0     118.0      193.0      AA   \n",
+       "238019  2013      6   17    2229.0      336.0      12.0      345.0      EV   \n",
+       "238021  2013      6   17    2232.0       63.0    2345.0       63.0      EV   \n",
+       "238022  2013      6   17    2235.0      125.0    2359.0      117.0      FL   \n",
+       "238023  2013      6   17    2236.0       86.0      39.0      114.0      B6   \n",
+       "238024  2013      6   17    2242.0      102.0    2347.0       95.0      US   \n",
+       "238025  2013      6   17    2243.0      163.0     132.0      137.0      AA   \n",
+       "238026  2013      6   17    2249.0       80.0    2341.0       66.0      EV   \n",
+       "238027  2013      6   17    2253.0      248.0     140.0      230.0      B6   \n",
+       "238028  2013      6   17    2256.0      161.0     133.0      145.0      B6   \n",
+       "238029  2013      6   17    2259.0       94.0     149.0      110.0      UA   \n",
+       "238030  2013      6   17    2302.0      100.0      53.0       98.0      EV   \n",
+       "238031  2013      6   17    2304.0      125.0      29.0      123.0      EV   \n",
+       "238032  2013      6   17    2306.0       67.0      56.0       72.0      B6   \n",
+       "238035  2013      6   17    2323.0      158.0     136.0      148.0      9E   \n",
+       "238036  2013      6   17    2330.0      235.0     224.0      225.0      B6   \n",
+       "238038  2013      6   17    2334.0      335.0     158.0      309.0      B6   \n",
+       "238039  2013      6   17    2335.0      115.0      53.0      113.0      MQ   \n",
+       "238040  2013      6   17    2337.0       68.0     238.0       54.0      B6   \n",
+       "238041  2013      6   17    2337.0       72.0      27.0       57.0      EV   \n",
+       "238042  2013      6   17    2338.0      128.0     109.0      144.0      MQ   \n",
+       "238043  2013      6   17    2346.0       61.0      50.0       53.0      B6   \n",
+       "238045  2013      6   17    2356.0      285.0     149.0      274.0      EV   \n",
+       "238048  2013      6   17    2400.0      135.0     102.0      107.0      DL   \n",
+       "238060  2013      6   18       8.0      193.0     120.0      170.0      WN   \n",
+       "238061  2013      6   18      16.0      166.0     342.0      205.0      B6   \n",
+       "238062  2013      6   18      20.0      171.0     104.0      149.0      EV   \n",
+       "238063  2013      6   18      32.0      213.0     217.0      190.0      EV   \n",
+       "238065  2013      6   18      40.0      250.0     156.0      225.0      EV   \n",
+       "238066  2013      6   18      43.0      223.0     315.0      217.0      B6   \n",
+       "238067  2013      6   18      51.0      221.0     155.0      190.0      B6   \n",
+       "238068  2013      6   18     150.0      175.0     306.0      167.0      B6   \n",
+       "238069  2013      6   18     155.0      190.0     245.0      163.0      B6   \n",
+       "238276  2013      6   18     849.0       64.0    1049.0       49.0      9E   \n",
+       "238297  2013      6   18     901.0       61.0    1121.0       65.0      DL   \n",
+       "238316  2013      6   18     925.0      185.0    1034.0      172.0      UA   \n",
+       "238324  2013      6   18     929.0      114.0    1204.0       94.0      AA   \n",
+       "238366  2013      6   18    1017.0      112.0    1211.0      114.0      US   \n",
+       "238367  2013      6   18    1018.0      128.0    1131.0      115.0      B6   \n",
+       "238392  2013      6   18    1048.0      108.0    1244.0       78.0      EV   \n",
+       "238457  2013      6   18    1221.0      116.0    1435.0      130.0      MQ   \n",
+       "238469  2013      6   18    1240.0       85.0    1426.0       81.0      MQ   \n",
+       "238496  2013      6   18    1302.0       62.0    1447.0       94.0      B6   \n",
+       "238502  2013      6   18    1317.0       83.0    1635.0      102.0      DL   \n",
+       "238511  2013      6   18    1329.0       89.0    1546.0      133.0      UA   \n",
+       "238519  2013      6   18    1340.0       75.0    1652.0       89.0      UA   \n",
+       "238529  2013      6   18    1354.0      100.0    1519.0      104.0      UA   \n",
+       "238532  2013      6   18    1359.0       84.0    1630.0      120.0      EV   \n",
+       "238534  2013      6   18    1400.0       69.0    1552.0       86.0      UA   \n",
+       "238536  2013      6   18    1404.0       83.0    1658.0       79.0      UA   \n",
+       "238541  2013      6   18    1415.0       80.0    1536.0       86.0      EV   \n",
+       "238600  2013      6   18    1532.0      137.0    1708.0      133.0      AA   \n",
+       "238606  2013      6   18    1540.0       71.0    1819.0       80.0      MQ   \n",
+       "238615  2013      6   18    1548.0       63.0    1854.0       74.0      AA   \n",
+       "238618  2013      6   18    1550.0      170.0    1720.0      180.0      EV   \n",
+       "238630  2013      6   18    1602.0      305.0    1916.0      338.0      UA   \n",
+       "238634  2013      6   18    1607.0       72.0    1856.0      146.0      DL   \n",
+       "238636  2013      6   18    1610.0      160.0    1952.0      210.0      B6   \n",
+       "238640  2013      6   18    1614.0      154.0    1755.0      165.0      WN   \n",
+       "238644  2013      6   18    1618.0       63.0    1927.0       71.0      DL   \n",
+       "238647  2013      6   18    1624.0       89.0    1938.0       97.0      B6   \n",
+       "238651  2013      6   18    1629.0       94.0    1908.0      113.0      DL   \n",
+       "238652  2013      6   18    1632.0       92.0    1837.0       80.0      UA   \n",
+       "238657  2013      6   18    1636.0      105.0    1900.0      130.0      EV   \n",
+       "238663  2013      6   18    1643.0      164.0    1926.0      174.0      DL   \n",
+       "238676  2013      6   18    1704.0       74.0    1938.0       93.0      WN   \n",
+       "238678  2013      6   18    1706.0       71.0    2004.0       81.0      UA   \n",
+       "238682  2013      6   18    1710.0       71.0    2013.0       48.0      DL   \n",
+       "238684  2013      6   18    1713.0       68.0    1905.0       45.0      9E   \n",
+       "238685  2013      6   18    1714.0       75.0    1934.0       66.0      9E   \n",
+       "238686  2013      6   18    1714.0      135.0    1954.0      137.0      DL   \n",
+       "238689  2013      6   18    1717.0       77.0    1834.0       73.0      US   \n",
+       "238699  2013      6   18    1727.0      157.0    2006.0      194.0      US   \n",
+       "238709  2013      6   18    1738.0      103.0    1936.0      116.0      WN   \n",
+       "238712  2013      6   18    1740.0      110.0    1935.0      106.0      9E   \n",
+       "238717  2013      6   18    1745.0      130.0    2100.0      215.0      MQ   \n",
+       "238720  2013      6   18    1748.0       83.0    2035.0       88.0      DL   \n",
+       "238722  2013      6   18    1749.0      169.0    2008.0      164.0      EV   \n",
+       "238723  2013      6   18    1751.0      106.0    2044.0       88.0      DL   \n",
+       "238726  2013      6   18    1755.0      116.0    2059.0      105.0      DL   \n",
+       "238728  2013      6   18    1758.0       78.0    1931.0       76.0      MQ   \n",
+       "238730  2013      6   18    1800.0      185.0    2110.0      190.0      AA   \n",
+       "238732  2013      6   18    1802.0       62.0    1953.0       90.0      US   \n",
+       "238736  2013      6   18    1806.0      122.0    1929.0      101.0      EV   \n",
+       "238738  2013      6   18    1809.0      119.0    2100.0      135.0      MQ   \n",
+       "238740  2013      6   18    1809.0      114.0    2018.0      107.0      DL   \n",
+       "238743  2013      6   18    1818.0       78.0    2208.0       66.0      B6   \n",
+       "238744  2013      6   18    1819.0       74.0    2116.0      125.0      US   \n",
+       "238753  2013      6   18    1833.0       93.0    2105.0       87.0      DL   \n",
+       "238754  2013      6   18    1838.0      103.0    2209.0      124.0      VX   \n",
+       "238755  2013      6   18    1840.0       79.0    2051.0       82.0      EV   \n",
+       "238756  2013      6   18    1840.0      242.0    2007.0      248.0      EV   \n",
+       "238757  2013      6   18    1841.0       72.0    2042.0       72.0      EV   \n",
+       "238758  2013      6   18    1842.0       62.0    2056.0       41.0      WN   \n",
+       "238759  2013      6   18    1843.0       77.0    2123.0       74.0      UA   \n",
+       "238760  2013      6   18    1844.0      105.0    2104.0      125.0      EV   \n",
+       "238761  2013      6   18    1849.0      174.0    2127.0      143.0      DL   \n",
+       "238762  2013      6   18    1849.0      262.0    2046.0      275.0      EV   \n",
+       "238764  2013      6   18    1851.0       86.0    2143.0       74.0      DL   \n",
+       "238770  2013      6   18    1859.0       96.0    2201.0      108.0      UA   \n",
+       "238771  2013      6   18    1900.0      140.0    2031.0      138.0      9E   \n",
+       "238772  2013      6   18    1902.0       67.0    2143.0       58.0      AA   \n",
+       "238773  2013      6   18    1903.0       63.0    2042.0       52.0      MQ   \n",
+       "238774  2013      6   18    1903.0       63.0    2026.0       39.0      UA   \n",
+       "238775  2013      6   18    1903.0      193.0    2146.0      181.0      AA   \n",
+       "238776  2013      6   18    1904.0       93.0    2210.0       86.0      B6   \n",
+       "238780  2013      6   18    1908.0       68.0    2038.0       72.0      UA   \n",
+       "238782  2013      6   18    1908.0      128.0    2202.0      122.0      AA   \n",
+       "238783  2013      6   18    1909.0      179.0    2236.0      205.0      B6   \n",
+       "238784  2013      6   18    1911.0      146.0    2014.0      121.0      B6   \n",
+       "238785  2013      6   18    1911.0      221.0    2155.0      195.0      DL   \n",
+       "238787  2013      6   18    1914.0      374.0    2125.0      366.0      EV   \n",
+       "238790  2013      6   18    1917.0      207.0    2212.0      192.0      UA   \n",
+       "238793  2013      6   18    1924.0       99.0    2157.0      103.0      DL   \n",
+       "238794  2013      6   18    1924.0      124.0    2115.0      105.0      DL   \n",
+       "238798  2013      6   18    1925.0       85.0    2156.0       77.0      DL   \n",
+       "238800  2013      6   18    1929.0      229.0    2140.0      239.0      US   \n",
+       "238801  2013      6   18    1929.0       69.0    2228.0       47.0      DL   \n",
+       "238804  2013      6   18    1932.0      197.0    2140.0      190.0      EV   \n",
+       "238805  2013      6   18    1932.0      118.0    2152.0      116.0      FL   \n",
+       "238807  2013      6   18    1934.0       89.0    2150.0       70.0      DL   \n",
+       "238809  2013      6   18    1935.0       96.0    2222.0       93.0      B6   \n",
+       "238810  2013      6   18    1935.0      281.0    2133.0      263.0      EV   \n",
+       "238812  2013      6   18    1938.0      163.0    2157.0      177.0      US   \n",
+       "238813  2013      6   18    1939.0       84.0    2240.0       83.0      UA   \n",
+       "238815  2013      6   18    1940.0      101.0    2225.0       79.0      DL   \n",
+       "238816  2013      6   18    1941.0       66.0    2134.0       47.0      DL   \n",
+       "238819  2013      6   18    1948.0       73.0    2233.0       49.0      UA   \n",
+       "238820  2013      6   18    1949.0      194.0    2048.0      163.0      EV   \n",
+       "238821  2013      6   18    1951.0      296.0    2309.0      279.0      AA   \n",
+       "238822  2013      6   18    1954.0       99.0    2238.0       67.0      UA   \n",
+       "238828  2013      6   18    1959.0      141.0    2148.0      124.0      EV   \n",
+       "238830  2013      6   18    2007.0       67.0    2246.0       20.0      DL   \n",
+       "238832  2013      6   18    2009.0      104.0    2237.0       52.0      AS   \n",
+       "238833  2013      6   18    2010.0       70.0    2142.0       90.0      US   \n",
+       "238835  2013      6   18    2014.0       74.0    2320.0       90.0      UA   \n",
+       "238836  2013      6   18    2014.0       75.0    2241.0       80.0      FL   \n",
+       "238837  2013      6   18    2015.0       90.0    2303.0       73.0      B6   \n",
+       "238840  2013      6   18    2018.0      229.0    2219.0      206.0      US   \n",
+       "238841  2013      6   18    2018.0      178.0    2119.0      150.0      EV   \n",
+       "238842  2013      6   18    2019.0       84.0    2324.0       79.0      VX   \n",
+       "238844  2013      6   18    2020.0      165.0    2216.0      159.0      YV   \n",
+       "238846  2013      6   18    2021.0      196.0    2334.0      194.0      AA   \n",
+       "238847  2013      6   18    2024.0      160.0    2301.0      151.0      B6   \n",
+       "238848  2013      6   18    2025.0      190.0    2257.0      185.0      9E   \n",
+       "238850  2013      6   18    2027.0      282.0    2238.0      272.0      DL   \n",
+       "238852  2013      6   18    2030.0       81.0    2348.0       73.0      B6   \n",
+       "238855  2013      6   18    2032.0       87.0    2316.0       52.0      B6   \n",
+       "238857  2013      6   18    2033.0       93.0    2254.0       71.0      DL   \n",
+       "238859  2013      6   18    2034.0      179.0    2204.0      169.0      WN   \n",
+       "238862  2013      6   18    2038.0       95.0    2155.0       90.0      EV   \n",
+       "238865  2013      6   18    2040.0      131.0       4.0      153.0      UA   \n",
+       "238866  2013      6   18    2040.0      103.0    2247.0       95.0      9E   \n",
+       "238867  2013      6   18    2042.0      162.0    2210.0      160.0      WN   \n",
+       "238868  2013      6   18    2044.0      128.0      15.0      140.0      UA   \n",
+       "238869  2013      6   18    2047.0       68.0      33.0       75.0      UA   \n",
+       "238873  2013      6   18    2057.0      106.0    2309.0      114.0      EV   \n",
+       "238875  2013      6   18    2100.0       70.0    2214.0       44.0      AA   \n",
+       "238877  2013      6   18    2102.0      152.0    2242.0      147.0      AA   \n",
+       "238879  2013      6   18    2105.0      150.0    2250.0      160.0      MQ   \n",
+       "238881  2013      6   18    2106.0      171.0    2220.0      155.0      WN   \n",
+       "238882  2013      6   18    2107.0      157.0    2315.0      140.0      WN   \n",
+       "238884  2013      6   18    2111.0       71.0    2231.0       54.0      UA   \n",
+       "238885  2013      6   18    2111.0      116.0    2400.0      115.0      AA   \n",
+       "238887  2013      6   18    2112.0      133.0    2232.0      126.0      EV   \n",
+       "238888  2013      6   18    2114.0      114.0    2232.0       92.0      AA   \n",
+       "238889  2013      6   18    2115.0      225.0    2223.0      205.0      B6   \n",
+       "238891  2013      6   18    2118.0      103.0    2246.0       86.0      MQ   \n",
+       "238893  2013      6   18    2118.0      123.0    2315.0      104.0      EV   \n",
+       "238894  2013      6   18    2119.0      154.0    2235.0      125.0      AA   \n",
+       "238895  2013      6   18    2120.0       81.0    2246.0       66.0      DL   \n",
+       "238897  2013      6   18    2122.0      166.0    2352.0      217.0      B6   \n",
+       "238900  2013      6   18    2127.0      375.0      17.0      383.0      UA   \n",
+       "238902  2013      6   18    2128.0       88.0    2252.0       96.0      US   \n",
+       "238903  2013      6   18    2129.0       90.0      10.0       60.0      UA   \n",
+       "238906  2013      6   18    2132.0      157.0    2337.0      158.0      US   \n",
+       "238907  2013      6   18    2134.0      187.0    2313.0      210.0      EV   \n",
+       "238908  2013      6   18    2137.0       67.0    2232.0       26.0      9E   \n",
+       "238910  2013      6   18    2139.0      109.0       2.0      107.0      EV   \n",
+       "238911  2013      6   18    2141.0      281.0    2244.0      252.0      B6   \n",
+       "238912  2013      6   18    2142.0      343.0       6.0      323.0      DL   \n",
+       "238914  2013      6   18    2145.0      255.0    2336.0      258.0      B6   \n",
+       "238916  2013      6   18    2146.0      150.0     104.0      159.0      UA   \n",
+       "238917  2013      6   18    2149.0      159.0      51.0      134.0      DL   \n",
+       "238918  2013      6   18    2150.0      206.0      34.0      179.0      UA   \n",
+       "238919  2013      6   18    2151.0      151.0     101.0      183.0      UA   \n",
+       "238920  2013      6   18    2151.0       81.0    2259.0       64.0      WN   \n",
+       "238921  2013      6   18    2151.0      112.0      34.0      120.0      EV   \n",
+       "238922  2013      6   18    2153.0       83.0    2357.0       72.0      9E   \n",
+       "238923  2013      6   18    2157.0       94.0      20.0      111.0      EV   \n",
+       "238924  2013      6   18    2159.0       74.0      11.0       58.0      B6   \n",
+       "238925  2013      6   18    2159.0       89.0    2325.0       68.0      B6   \n",
+       "238926  2013      6   18    2200.0      145.0       NaN        NaN      EV   \n",
+       "238927  2013      6   18    2207.0      112.0    2308.0       89.0      B6   \n",
+       "238928  2013      6   18    2208.0      127.0     118.0      133.0      VX   \n",
+       "238929  2013      6   18    2208.0       99.0      43.0      110.0      EV   \n",
+       "238931  2013      6   18    2213.0       79.0      36.0       82.0      EV   \n",
+       "238932  2013      6   18    2215.0       90.0      36.0       88.0      9E   \n",
+       "238933  2013      6   18    2218.0       75.0      29.0       79.0      UA   \n",
+       "238935  2013      6   18    2220.0       80.0    2316.0       64.0      US   \n",
+       "238936  2013      6   18    2224.0       85.0    2351.0       85.0      EV   \n",
+       "238937  2013      6   18    2231.0      135.0     158.0      162.0      UA   \n",
+       "238938  2013      6   18    2233.0      243.0      51.0      230.0      9E   \n",
+       "238940  2013      6   18    2233.0      154.0      27.0      148.0      EV   \n",
+       "238941  2013      6   18    2234.0      104.0      41.0       99.0      EV   \n",
+       "238942  2013      6   18    2237.0      172.0      39.0      170.0      EV   \n",
+       "238943  2013      6   18    2239.0      250.0      28.0      235.0      US   \n",
+       "238944  2013      6   18    2242.0      187.0     159.0      200.0      B6   \n",
+       "238946  2013      6   18    2243.0      193.0     129.0      185.0      DL   \n",
+       "238947  2013      6   18    2243.0      195.0      41.0      190.0      EV   \n",
+       "238948  2013      6   18    2244.0      345.0     103.0      344.0      DL   \n",
+       "238950  2013      6   18    2254.0      144.0      17.0      135.0      FL   \n",
+       "238952  2013      6   18    2302.0      242.0     113.0      223.0      DL   \n",
+       "238953  2013      6   18    2306.0       67.0      20.0       51.0      EV   \n",
+       "238954  2013      6   18    2307.0      122.0      13.0      103.0      MQ   \n",
+       "238956  2013      6   18    2311.0      160.0     212.0      144.0      B6   \n",
+       "238957  2013      6   18    2313.0      113.0      19.0      100.0      EV   \n",
+       "238958  2013      6   18    2315.0      115.0     142.0      104.0      B6   \n",
+       "238959  2013      6   18    2315.0      180.0     204.0      176.0      B6   \n",
+       "238961  2013      6   18    2319.0      143.0      20.0      117.0      UA   \n",
+       "238963  2013      6   18    2326.0      246.0     206.0      236.0      AA   \n",
+       "238964  2013      6   18    2330.0      151.0     108.0      148.0      EV   \n",
+       "238965  2013      6   18    2334.0      255.0     206.0      226.0      B6   \n",
+       "238966  2013      6   18    2339.0       74.0      29.0       59.0      EV   \n",
+       "238967  2013      6   18    2344.0      195.0     257.0      178.0      UA   \n",
+       "238968  2013      6   18    2347.0       62.0      44.0       47.0      B6   \n",
+       "238969  2013      6   18    2347.0      327.0     152.0      301.0      DL   \n",
+       "238970  2013      6   18    2347.0      138.0      39.0      117.0      EV   \n",
+       "238972  2013      6   18    2358.0      238.0     215.0      221.0      DL   \n",
+       "239153  2013      6   19     713.0       73.0     941.0       86.0      FL   \n",
+       "239276  2013      6   19     859.0       84.0    1128.0       83.0      AA   \n",
+       "239322  2013      6   19     955.0       65.0    1131.0       61.0      AA   \n",
+       "239336  2013      6   19    1009.0      104.0    1214.0      117.0      US   \n",
+       "239346  2013      6   19    1017.0       62.0    1258.0       43.0      VX   \n",
+       "239401  2013      6   19    1135.0       70.0    1357.0       92.0      MQ   \n",
+       "239406  2013      6   19    1143.0       63.0    1408.0       59.0      UA   \n",
+       "239429  2013      6   19    1202.0       62.0    1352.0       99.0      US   \n",
+       "239433  2013      6   19    1207.0       97.0    1532.0      107.0      AA   \n",
+       "239475  2013      6   19    1310.0       70.0    1606.0       71.0      DL   \n",
+       "239481  2013      6   19    1317.0      137.0    1458.0      125.0      EV   \n",
+       "239486  2013      6   19    1322.0       77.0    1627.0      117.0      MQ   \n",
+       "239526  2013      6   19    1407.0       72.0    1655.0       69.0      UA   \n",
+       "239527  2013      6   19    1408.0      268.0    1534.0      283.0      9E   \n",
+       "239531  2013      6   19    1422.0       82.0    1701.0       66.0      VX   \n",
+       "239591  2013      6   19    1512.0       62.0    1744.0       74.0      FL   \n",
+       "239625  2013      6   19    1538.0       69.0    1808.0       69.0      MQ   \n",
+       "239657  2013      6   19    1604.0      128.0    1838.0      130.0      UA   \n",
+       "239670  2013      6   19    1613.0       73.0    1737.0       75.0      US   \n",
+       "239688  2013      6   19    1634.0      119.0    1757.0      117.0      9E   \n",
+       "239743  2013      6   19    1721.0       62.0    2034.0       76.0      UA   \n",
+       "239772  2013      6   19    1737.0      137.0    1925.0      140.0      AA   \n",
+       "239798  2013      6   19    1806.0       66.0    1928.0       65.0      US   \n",
+       "239803  2013      6   19    1813.0      133.0    2145.0      127.0      DL   \n",
+       "239827  2013      6   19    1829.0      253.0    1943.0      248.0      EV   \n",
+       "239850  2013      6   19    1901.0      152.0    2037.0      134.0      EV   \n",
+       "239867  2013      6   19    1919.0       94.0    2111.0      106.0      MQ   \n",
+       "239870  2013      6   19    1921.0       81.0    2044.0       78.0      UA   \n",
+       "239899  2013      6   19    1945.0       90.0    2208.0       37.0      UA   \n",
+       "239920  2013      6   19    2007.0       97.0    2211.0       76.0      WN   \n",
+       "239921  2013      6   19    2007.0       67.0    2320.0       31.0      DL   \n",
+       "239923  2013      6   19    2009.0       74.0    2205.0       75.0      MQ   \n",
+       "239929  2013      6   19    2018.0       73.0    2141.0       33.0      9E   \n",
+       "239931  2013      6   19    2021.0       81.0    2134.0       78.0      US   \n",
+       "239932  2013      6   19    2021.0       81.0    2331.0       61.0      DL   \n",
+       "239957  2013      6   19    2051.0       76.0    2232.0       72.0      MQ   \n",
+       "239972  2013      6   19    2111.0      162.0      13.0      168.0      UA   \n",
+       "239978  2013      6   19    2123.0       83.0    2228.0       51.0      UA   \n",
+       "239993  2013      6   19    2149.0       99.0      56.0      106.0      UA   \n",
+       "239996  2013      6   19    2155.0       85.0    2341.0       56.0      9E   \n",
+       "239997  2013      6   19    2158.0       88.0    2320.0       69.0      EV   \n",
+       "239999  2013      6   19    2206.0      167.0      28.0      138.0      UA   \n",
+       "240001  2013      6   19    2212.0      102.0    2314.0       68.0      9E   \n",
+       "240011  2013      6   19    2244.0      101.0      27.0       77.0      UA   \n",
+       "240013  2013      6   19    2322.0      277.0     129.0      249.0      DL   \n",
+       "240014  2013      6   19    2342.0      132.0     416.0        NaN      B6   \n",
+       "240027  2013      6   20      22.0      156.0     240.0      130.0      B6   \n",
+       "240145  2013      6   20     722.0       82.0     844.0       89.0      MQ   \n",
+       "240258  2013      6   20     855.0       85.0    1142.0       68.0      DL   \n",
+       "240284  2013      6   20     919.0       64.0    1106.0       36.0      9E   \n",
+       "240333  2013      6   20    1017.0       62.0    1256.0       46.0      AA   \n",
+       "240486  2013      6   20    1328.0       66.0    1436.0       53.0      UA   \n",
+       "240558  2013      6   20    1451.0       84.0    1642.0       57.0      F9   \n",
+       "240617  2013      6   20    1538.0       69.0    1922.0       52.0      B6   \n",
+       "240654  2013      6   20    1603.0       73.0    1907.0       82.0      UA   \n",
+       "240694  2013      6   20    1643.0       83.0    1916.0       62.0      UA   \n",
+       "240697  2013      6   20    1645.0       75.0    1954.0       59.0      AA   \n",
+       "240724  2013      6   20    1704.0       65.0    1903.0       54.0      EV   \n",
+       "240754  2013      6   20    1732.0       63.0    1914.0       51.0      EV   \n",
+       "240830  2013      6   20    1838.0       73.0    2147.0       62.0      AA   \n",
+       "240846  2013      6   20    1855.0       80.0    2038.0       83.0      WN   \n",
+       "240890  2013      6   20    1937.0       82.0    2158.0       53.0      UA   \n",
+       "240922  2013      6   20    2007.0       97.0    2204.0       69.0      WN   \n",
+       "240929  2013      6   20    2020.0      120.0    2214.0       86.0      9E   \n",
+       "240947  2013      6   20    2041.0       91.0    2203.0       67.0      EV   \n",
+       "240971  2013      6   20    2108.0       63.0    2241.0       52.0      B6   \n",
+       "240989  2013      6   20    2130.0      110.0      44.0      109.0      B6   \n",
+       "240998  2013      6   20    2146.0       81.0      59.0       98.0      B6   \n",
+       "241003  2013      6   20    2229.0      149.0      41.0      127.0      DL   \n",
+       "241011  2013      6   20    2244.0      135.0      24.0      111.0      EV   \n",
+       "241014  2013      6   20    2330.0      135.0     259.0       88.0      DL   \n",
+       "241022  2013      6   21      15.0      192.0     145.0      155.0      UA   \n",
+       "241181  2013      6   21     754.0       84.0     906.0       77.0      EV   \n",
+       "241195  2013      6   21     805.0       90.0     908.0       83.0      EV   \n",
+       "241200  2013      6   21     810.0       65.0    1144.0       46.0      B6   \n",
+       "241333  2013      6   21    1026.0       86.0    1252.0       70.0      B6   \n",
+       "241348  2013      6   21    1040.0       71.0    1158.0       71.0      B6   \n",
+       "241365  2013      6   21    1059.0       69.0    1311.0       51.0      VX   \n",
+       "241441  2013      6   21    1243.0      224.0    1506.0      195.0      UA   \n",
+       "241492  2013      6   21    1344.0       74.0    1456.0       55.0      9E   \n",
+       "241499  2013      6   21    1354.0       89.0    1545.0       70.0      WN   \n",
+       "241530  2013      6   21    1432.0       92.0    1648.0       56.0      UA   \n",
+       "241592  2013      6   21    1518.0      123.0    1710.0      125.0      US   \n",
+       "241597  2013      6   21    1522.0      217.0    1723.0      205.0      DL   \n",
+       "241617  2013      6   21    1542.0      127.0    1706.0      131.0      MQ   \n",
+       "241661  2013      6   21    1623.0       83.0    1830.0      104.0      UA   \n",
+       "241671  2013      6   21    1630.0       79.0    1939.0       96.0      UA   \n",
+       "241682  2013      6   21    1642.0      192.0    1938.0      193.0      B6   \n",
+       "241703  2013      6   21    1659.0       74.0    1824.0       49.0      UA   \n",
+       "241716  2013      6   21    1710.0       75.0    1840.0       60.0      WN   \n",
+       "241723  2013      6   21    1717.0       82.0    1905.0       81.0      B6   \n",
+       "241748  2013      6   21    1737.0       78.0    2032.0       74.0      UA   \n",
+       "241760  2013      6   21    1750.0       70.0    1912.0       57.0      MQ   \n",
+       "241764  2013      6   21    1751.0       94.0    1905.0       81.0      YV   \n",
+       "241777  2013      6   21    1806.0       72.0    2114.0       59.0      UA   \n",
+       "241798  2013      6   21    1825.0      130.0    1942.0       97.0      9E   \n",
+       "241810  2013      6   21    1835.0       85.0    2113.0       73.0      WN   \n",
+       "241815  2013      6   21    1844.0       77.0    2148.0       68.0      UA   \n",
+       "241816  2013      6   21    1845.0      375.0    2127.0      367.0      WN   \n",
+       "241818  2013      6   21    1849.0       74.0    2138.0       68.0      AA   \n",
+       "241820  2013      6   21    1850.0      110.0    2007.0       84.0      UA   \n",
+       "241825  2013      6   21    1852.0      109.0    2123.0       89.0      UA   \n",
+       "241829  2013      6   21    1855.0      110.0    2013.0       63.0      AA   \n",
+       "241838  2013      6   21    1906.0       66.0    2134.0       82.0      DL   \n",
+       "241847  2013      6   21    1917.0       77.0    2038.0       51.0      UA   \n",
+       "241854  2013      6   21    1923.0       83.0    2048.0       51.0      UA   \n",
+       "241858  2013      6   21    1925.0       70.0    2140.0       34.0      UA   \n",
+       "241879  2013      6   21    1945.0      140.0    2300.0      135.0      AA   \n",
+       "241897  2013      6   21    2002.0      102.0    2216.0       88.0      9E   \n",
+       "241900  2013      6   21    2005.0      164.0    2158.0      149.0      EV   \n",
+       "241905  2013      6   21    2007.0       68.0    2131.0       65.0      EV   \n",
+       "241908  2013      6   21    2017.0       78.0    2129.0       53.0      UA   \n",
+       "241910  2013      6   21    2020.0       80.0    2209.0       26.0      DL   \n",
+       "241931  2013      6   21    2040.0      260.0    2244.0      231.0      9E   \n",
+       "241947  2013      6   21    2056.0      100.0    2359.0       94.0      UA   \n",
+       "241950  2013      6   21    2058.0       90.0    2243.0       72.0      EV   \n",
+       "241953  2013      6   21    2108.0       63.0    2246.0       57.0      B6   \n",
+       "241956  2013      6   21    2112.0      102.0    2225.0       73.0      9E   \n",
+       "241961  2013      6   21    2121.0      156.0    2231.0      121.0      AA   \n",
+       "241969  2013      6   21    2130.0      120.0    2312.0       76.0      9E   \n",
+       "241970  2013      6   21    2131.0       62.0      33.0       34.0      UA   \n",
+       "241971  2013      6   21    2131.0      212.0    2354.0      168.0      DL   \n",
+       "241979  2013      6   21    2136.0      137.0    2346.0       96.0      UA   \n",
+       "241990  2013      6   21    2206.0      111.0    2400.0       84.0      EV   \n",
+       "241992  2013      6   21    2208.0       68.0    2316.0       41.0      AA   \n",
+       "241994  2013      6   21    2225.0      202.0    2318.0      173.0      EV   \n",
+       "241995  2013      6   21    2230.0       96.0      19.0       65.0      EV   \n",
+       "241996  2013      6   21    2234.0      238.0     106.0      191.0      UA   \n",
+       "242004  2013      6   21    2259.0      114.0       2.0       92.0      MQ   \n",
+       "242005  2013      6   21    2308.0       82.0     132.0       62.0      B6   \n",
+       "242006  2013      6   21    2317.0      112.0     128.0       89.0      UA   \n",
+       "242007  2013      6   21    2344.0      201.0     124.0      175.0      EV   \n",
+       "242015  2013      6   22     135.0      306.0     412.0      253.0      B6   \n",
+       "242016  2013      6   22     200.0      121.0     535.0      105.0      B6   \n",
+       "242128  2013      6   22     743.0       68.0     925.0       59.0      US   \n",
+       "242129  2013      6   22     743.0       67.0     851.0       59.0      EV   \n",
+       "242161  2013      6   22     811.0       84.0     908.0       68.0      EV   \n",
+       "242170  2013      6   22     818.0       78.0     928.0       58.0      WN   \n",
+       "242171  2013      6   22     820.0       80.0     922.0       50.0      UA   \n",
+       "242241  2013      6   22     935.0       80.0    1124.0       74.0      EV   \n",
+       "242257  2013      6   22     953.0       98.0    1200.0       88.0      DL   \n",
+       "242284  2013      6   22    1032.0      157.0    1139.0      144.0      MQ   \n",
+       "242321  2013      6   22    1123.0       66.0    1225.0       61.0      B6   \n",
+       "242322  2013      6   22    1125.0       74.0    1242.0       46.0      EV   \n",
+       "242329  2013      6   22    1140.0      167.0    1316.0      125.0      UA   \n",
+       "242400  2013      6   22    1315.0       75.0    1428.0       76.0      EV   \n",
+       "242409  2013      6   22    1330.0      140.0    1631.0      144.0      B6   \n",
+       "242414  2013      6   22    1334.0       64.0    1444.0       44.0      9E   \n",
+       "242420  2013      6   22    1347.0       62.0    1454.0       60.0      B6   \n",
+       "242422  2013      6   22    1350.0      100.0    1542.0       97.0      EV   \n",
+       "242432  2013      6   22    1357.0      138.0    1458.0      124.0      B6   \n",
+       "242435  2013      6   22    1409.0       69.0    1553.0       50.0      EV   \n",
+       "242492  2013      6   22    1502.0       77.0    1747.0       68.0      DL   \n",
+       "242532  2013      6   22    1545.0      115.0    1652.0      110.0      B6   \n",
+       "242590  2013      6   22    1653.0       63.0    1920.0       30.0      WN   \n",
+       "242612  2013      6   22    1715.0       75.0    1926.0       71.0      UA   \n",
+       "242628  2013      6   22    1731.0       71.0    1904.0       46.0      9E   \n",
+       "242634  2013      6   22    1737.0       63.0    1912.0       57.0      EV   \n",
+       "242638  2013      6   22    1746.0       76.0    1922.0       52.0      MQ   \n",
+       "242643  2013      6   22    1755.0       90.0    2013.0       96.0      DL   \n",
+       "242676  2013      6   22    1831.0       72.0    1939.0       51.0      EV   \n",
+       "242689  2013      6   22    1846.0      131.0    2107.0      157.0      OO   \n",
+       "242709  2013      6   22    1905.0      102.0    2134.0       94.0      UA   \n",
+       "242740  2013      6   22    1943.0      214.0    2307.0      238.0      UA   \n",
+       "242745  2013      6   22    1949.0       89.0    2203.0       73.0      9E   \n",
+       "242766  2013      6   22    2023.0      123.0    2211.0       83.0      9E   \n",
+       "242771  2013      6   22    2037.0       67.0    2144.0       32.0      9E   \n",
+       "242777  2013      6   22    2048.0       78.0    2150.0       55.0      MQ   \n",
+       "242781  2013      6   22    2058.0      152.0    2325.0      115.0      UA   \n",
+       "242784  2013      6   22    2110.0       90.0    2256.0       68.0      EV   \n",
+       "242801  2013      6   22    2141.0      276.0    2319.0      248.0      US   \n",
+       "242810  2013      6   22    2231.0      106.0      30.0       85.0      9E   \n",
+       "242811  2013      6   22    2240.0      111.0     115.0       87.0      B6   \n",
+       "242820  2013      6   22    2327.0      112.0     129.0       81.0      B6   \n",
+       "242826  2013      6   23       7.0       96.0     346.0       80.0      B6   \n",
+       "242827  2013      6   23      17.0      170.0     248.0      141.0      UA   \n",
+       "243103  2013      6   23    1056.0       91.0    1353.0       93.0      VX   \n",
+       "243132  2013      6   23    1139.0       69.0    1455.0       70.0      AA   \n",
+       "243134  2013      6   23    1141.0      101.0    1447.0      100.0      UA   \n",
+       "243147  2013      6   23    1155.0       85.0    1517.0       92.0      VX   \n",
+       "243164  2013      6   23    1213.0      103.0    1529.0       99.0      VX   \n",
+       "243182  2013      6   23    1245.0      166.0    1401.0      167.0      EV   \n",
+       "243232  2013      6   23    1333.0       63.0    1452.0       51.0      9E   \n",
+       "243266  2013      6   23    1424.0       64.0    1701.0       53.0      UA   \n",
+       "243311  2013      6   23    1503.0       96.0    1753.0      128.0      F9   \n",
+       "243353  2013      6   23    1540.0       65.0    1911.0       81.0      DL   \n",
+       "243358  2013      6   23    1550.0       68.0    1659.0       51.0      EV   \n",
+       "243396  2013      6   23    1620.0       95.0    1800.0       78.0      9E   \n",
+       "243407  2013      6   23    1629.0       96.0    1729.0       78.0      EV   \n",
+       "243413  2013      6   23    1633.0      138.0    1807.0      145.0      B6   \n",
+       "243444  2013      6   23    1701.0       92.0    2007.0       72.0      DL   \n",
+       "243458  2013      6   23    1721.0      141.0    1850.0      148.0      US   \n",
+       "243507  2013      6   23    1806.0       81.0    2003.0      108.0      WN   \n",
+       "243532  2013      6   23    1829.0       69.0    2007.0       77.0      MQ   \n",
+       "243535  2013      6   23    1831.0      151.0    2220.0      162.0      DL   \n",
+       "243537  2013      6   23    1832.0       87.0    2048.0      113.0      AA   \n",
+       "243538  2013      6   23    1832.0      182.0    2148.0      183.0      B6   \n",
+       "243541  2013      6   23    1833.0      393.0       NaN        NaN      UA   \n",
+       "243550  2013      6   23    1845.0       97.0       NaN        NaN      UA   \n",
+       "243551  2013      6   23    1846.0      100.0    2243.0       92.0      B6   \n",
+       "243555  2013      6   23    1851.0      106.0    2037.0       87.0      AA   \n",
+       "243572  2013      6   23    1904.0       90.0    2142.0      106.0      FL   \n",
+       "243574  2013      6   23    1907.0      207.0    2327.0      269.0      UA   \n",
+       "243576  2013      6   23    1909.0       94.0    2320.0      132.0      DL   \n",
+       "243601  2013      6   23    1942.0      252.0    2352.0      297.0      AA   \n",
+       "243607  2013      6   23    1947.0       62.0    2137.0       67.0      AA   \n",
+       "243622  2013      6   23    2004.0      214.0      46.0      287.0      VX   \n",
+       "243625  2013      6   23    2007.0       67.0    2359.0      118.0      UA   \n",
+       "243631  2013      6   23    2011.0      126.0    2347.0      187.0      DL   \n",
+       "243632  2013      6   23    2015.0      105.0      46.0      171.0      UA   \n",
+       "243633  2013      6   23    2015.0      135.0      14.0      164.0      B6   \n",
+       "243636  2013      6   23    2017.0       77.0    2349.0      122.0      B6   \n",
+       "243637  2013      6   23    2017.0       77.0    2359.0       70.0      DL   \n",
+       "243657  2013      6   23    2032.0       87.0    2256.0      108.0      9E   \n",
+       "243661  2013      6   23    2038.0       68.0    2343.0      107.0      9E   \n",
+       "243662  2013      6   23    2038.0      163.0      49.0      209.0      AA   \n",
+       "243664  2013      6   23    2040.0       70.0      17.0      122.0      DL   \n",
+       "243675  2013      6   23    2051.0       96.0      21.0      111.0      AA   \n",
+       "243687  2013      6   23    2108.0       68.0    2240.0       84.0      US   \n",
+       "243689  2013      6   23    2111.0      101.0      12.0       92.0      DL   \n",
+       "243702  2013      6   23    2134.0      150.0    2256.0      121.0      UA   \n",
+       "243704  2013      6   23    2135.0      245.0     139.0      264.0      DL   \n",
+       "243707  2013      6   23    2141.0      175.0     139.0      226.0      B6   \n",
+       "243715  2013      6   23    2152.0       87.0      57.0       96.0      B6   \n",
+       "243716  2013      6   23    2155.0      140.0    2340.0      140.0      MQ   \n",
+       "243718  2013      6   23    2159.0       84.0     110.0       93.0      UA   \n",
+       "243719  2013      6   23    2159.0      209.0      17.0      196.0      9E   \n",
+       "243724  2013      6   23    2212.0      102.0    2317.0       82.0      WN   \n",
+       "243729  2013      6   23    2224.0      295.0     119.0      264.0      VX   \n",
+       "243730  2013      6   23    2226.0      191.0      46.0      155.0      DL   \n",
+       "243731  2013      6   23    2237.0       85.0      54.0       55.0      UA   \n",
+       "243735  2013      6   23    2256.0      171.0      22.0      153.0      B6   \n",
+       "243737  2013      6   23    2301.0       94.0     113.0       74.0      UA   \n",
+       "243739  2013      6   23    2307.0      112.0     103.0       74.0      DL   \n",
+       "243741  2013      6   23    2314.0      109.0     135.0      101.0      B6   \n",
+       "243742  2013      6   23    2317.0       78.0      15.0       37.0      UA   \n",
+       "243743  2013      6   23    2318.0      263.0     242.0      267.0      VX   \n",
+       "243745  2013      6   23    2354.0      119.0     228.0      105.0      B6   \n",
+       "243749  2013      6   24       1.0      251.0     105.0      215.0      AA   \n",
+       "243750  2013      6   24       2.0      136.0     227.0      117.0      B6   \n",
+       "243751  2013      6   24       4.0      184.0     120.0      165.0      AA   \n",
+       "243752  2013      6   24       4.0      162.0     138.0      143.0      EV   \n",
+       "243753  2013      6   24       5.0      140.0     120.0      125.0      DL   \n",
+       "243754  2013      6   24       9.0      189.0     231.0      175.0      B6   \n",
+       "243755  2013      6   24      20.0      325.0     329.0      314.0      VX   \n",
+       "243756  2013      6   24      22.0      211.0     301.0      183.0      B6   \n",
+       "243757  2013      6   24      24.0      209.0     130.0      189.0      UA   \n",
+       "243759  2013      6   24      31.0      181.0     321.0      187.0      B6   \n",
+       "243760  2013      6   24      40.0      200.0     225.0      171.0      B6   \n",
+       "243761  2013      6   24      48.0      198.0     259.0      180.0      B6   \n",
+       "243762  2013      6   24      59.0      204.0     316.0      188.0      B6   \n",
+       "243763  2013      6   24     107.0      222.0     301.0      187.0      B6   \n",
+       "243764  2013      6   24     115.0      150.0     217.0      133.0      B6   \n",
+       "243765  2013      6   24     116.0      227.0     204.0      202.0      EV   \n",
+       "243766  2013      6   24     119.0       80.0     457.0       67.0      B6   \n",
+       "243767  2013      6   24     137.0      222.0     409.0      206.0      B6   \n",
+       "243768  2013      6   24     159.0      504.0     432.0      444.0      DL   \n",
+       "243934  2013      6   24     756.0       86.0     937.0       96.0      EV   \n",
+       "243993  2013      6   24     852.0       82.0    1148.0       98.0      B6   \n",
+       "244001  2013      6   24     857.0       87.0    1222.0       97.0      VX   \n",
+       "244021  2013      6   24     918.0      138.0    1147.0      137.0      DL   \n",
+       "244036  2013      6   24     935.0       84.0    1131.0       71.0      EV   \n",
+       "244039  2013      6   24     940.0      100.0    1111.0      122.0      B6   \n",
+       "244065  2013      6   24    1011.0       81.0    1123.0       78.0      EV   \n",
+       "244071  2013      6   24    1016.0       61.0    1324.0       69.0      VX   \n",
+       "244088  2013      6   24    1046.0      106.0    1146.0       71.0      UA   \n",
+       "244108  2013      6   24    1106.0       66.0    1433.0       79.0      UA   \n",
+       "244118  2013      6   24    1115.0       63.0    1419.0       84.0      UA   \n",
+       "244127  2013      6   24    1126.0       75.0    1403.0       67.0      UA   \n",
+       "244134  2013      6   24    1136.0       67.0    1502.0       74.0      UA   \n",
+       "244159  2013      6   24    1159.0       89.0    1527.0      102.0      VX   \n",
+       "244172  2013      6   24    1227.0      147.0    1330.0      117.0      UA   \n",
+       "244180  2013      6   24    1243.0      133.0    1621.0      156.0      AA   \n",
+       "244209  2013      6   24    1312.0       72.0    1507.0      110.0      DL   \n",
+       "244215  2013      6   24    1320.0      120.0    1514.0      161.0      B6   \n",
+       "244228  2013      6   24    1343.0       78.0    1607.0       92.0      WN   \n",
+       "244231  2013      6   24    1351.0       70.0    1633.0       54.0      UA   \n",
+       "244258  2013      6   24    1429.0       89.0    1706.0      107.0      EV   \n",
+       "244279  2013      6   24    1453.0      263.0    1923.0      333.0      VX   \n",
+       "244280  2013      6   24    1455.0       96.0    1909.0      182.0      UA   \n",
+       "244285  2013      6   24    1457.0      122.0    1723.0      178.0      WN   \n",
+       "244294  2013      6   24    1510.0       92.0    1837.0      123.0      B6   \n",
+       "244299  2013      6   24    1515.0      120.0    1828.0      150.0      B6   \n",
+       "244303  2013      6   24    1518.0       79.0    1815.0      103.0      DL   \n",
+       "244322  2013      6   24    1557.0       62.0    1856.0      131.0      MQ   \n",
+       "244325  2013      6   24    1558.0       73.0    2010.0      170.0      B6   \n",
+       "244326  2013      6   24    1559.0       79.0    2024.0      155.0      DL   \n",
+       "244327  2013      6   24    1600.0       67.0    2018.0      143.0      B6   \n",
+       "244332  2013      6   24    1607.0       72.0    1851.0       96.0      DL   \n",
+       "244338  2013      6   24    1613.0       73.0    1716.0       55.0      UA   \n",
+       "244339  2013      6   24    1617.0       82.0    1718.0       48.0      DL   \n",
+       "244341  2013      6   24    1623.0       68.0    2010.0      114.0      DL   \n",
+       "244345  2013      6   24    1627.0       98.0       NaN        NaN      UA   \n",
+       "244355  2013      6   24    1644.0       74.0    2024.0      104.0      DL   \n",
+       "244356  2013      6   24    1648.0       63.0    2031.0       91.0      AA   \n",
+       "244358  2013      6   24    1653.0      101.0    2029.0      155.0      UA   \n",
+       "244365  2013      6   24    1700.0       75.0    2017.0      123.0      DL   \n",
+       "244368  2013      6   24    1704.0       94.0    1951.0      181.0      WN   \n",
+       "244369  2013      6   24    1704.0       71.0    1846.0       97.0      EV   \n",
+       "244370  2013      6   24    1705.0      125.0    2123.0      263.0      EV   \n",
+       "244372  2013      6   24    1707.0       72.0    2004.0       81.0      UA   \n",
+       "244375  2013      6   24    1708.0      125.0    2032.0      214.0      EV   \n",
+       "244376  2013      6   24    1713.0      378.0    2205.0      474.0      DL   \n",
+       "244379  2013      6   24    1720.0      150.0    2045.0      209.0      9E   \n",
+       "244381  2013      6   24    1724.0       84.0    2125.0      107.0      DL   \n",
+       "244384  2013      6   24    1727.0      102.0    2008.0      148.0      MQ   \n",
+       "244387  2013      6   24    1734.0      176.0    2002.0      243.0      EV   \n",
+       "244391  2013      6   24    1738.0      168.0    2002.0      208.0      9E   \n",
+       "244393  2013      6   24    1738.0      146.0    2022.0      166.0      EV   \n",
+       "244394  2013      6   24    1739.0       63.0    1912.0       67.0      B6   \n",
+       "244395  2013      6   24    1739.0      136.0    2015.0      214.0      EV   \n",
+       "244397  2013      6   24    1742.0      137.0    2124.0      239.0      MQ   \n",
+       "244399  2013      6   24    1743.0      207.0    1949.0      254.0      EV   \n",
+       "244400  2013      6   24    1746.0      171.0    2044.0      273.0      9E   \n",
+       "244402  2013      6   24    1747.0       87.0    2101.0       76.0      AA   \n",
+       "244403  2013      6   24    1748.0      128.0    2145.0      167.0      UA   \n",
+       "244405  2013      6   24    1751.0      116.0    2118.0      214.0      B6   \n",
+       "244406  2013      6   24    1759.0      189.0    2123.0      221.0      UA   \n",
+       "244407  2013      6   24    1759.0      204.0    2113.0      273.0      DL   \n",
+       "244413  2013      6   24    1812.0       77.0    2127.0       97.0      AA   \n",
+       "244418  2013      6   24    1822.0      113.0    2028.0      125.0      EV   \n",
+       "244420  2013      6   24    1827.0      232.0    2035.0      275.0      9E   \n",
+       "244421  2013      6   24    1828.0      127.0    2101.0      199.0      UA   \n",
+       "244426  2013      6   24    1833.0      269.0    2145.0      302.0      UA   \n",
+       "244428  2013      6   24    1836.0      265.0    2135.0      273.0      B6   \n",
+       "244429  2013      6   24    1836.0      176.0    2131.0      230.0      US   \n",
+       "244430  2013      6   24    1836.0      161.0    2010.0      150.0      WN   \n",
+       "244431  2013      6   24    1837.0       70.0    2218.0      114.0      UA   \n",
+       "244433  2013      6   24    1839.0      160.0    2138.0      144.0      DL   \n",
+       "244434  2013      6   24    1840.0       95.0    2026.0       76.0      AA   \n",
+       "244435  2013      6   24    1841.0      226.0    2016.0      244.0      EV   \n",
+       "244436  2013      6   24    1843.0      134.0    2145.0      138.0      B6   \n",
+       "244437  2013      6   24    1844.0      113.0    2056.0      116.0      DL   \n",
+       "244438  2013      6   24    1845.0      136.0    2303.0      221.0      UA   \n",
+       "244439  2013      6   24    1846.0      111.0    2114.0      134.0      US   \n",
+       "244441  2013      6   24    1850.0      153.0    2047.0      183.0      YV   \n",
+       "244442  2013      6   24    1850.0       90.0    2113.0      103.0      DL   \n",
+       "244443  2013      6   24    1851.0       76.0    2207.0       97.0      AA   \n",
+       "244445  2013      6   24    1855.0       70.0    2144.0       34.0      AA   \n",
+       "244447  2013      6   24    1901.0       61.0    2105.0       75.0      MQ   \n",
+       "244448  2013      6   24    1901.0       86.0    2133.0      147.0      DL   \n",
+       "244449  2013      6   24    1902.0      367.0    2020.0      370.0      EV   \n",
+       "244450  2013      6   24    1903.0      143.0    2159.0      226.0      9E   \n",
+       "244452  2013      6   24    1906.0      247.0    2149.0      228.0      9E   \n",
+       "244453  2013      6   24    1908.0      219.0    2130.0      235.0      EV   \n",
+       "244456  2013      6   24    1917.0      131.0    2318.0      127.0      B6   \n",
+       "244457  2013      6   24    1917.0      230.0    2054.0      242.0      EV   \n",
+       "244458  2013      6   24    1919.0      239.0    2218.0      244.0      UA   \n",
+       "244461  2013      6   24    1928.0      188.0    2230.0      187.0      B6   \n",
+       "244465  2013      6   24    1931.0      122.0    2125.0       94.0      UA   \n",
+       "244467  2013      6   24    1932.0       97.0    2141.0       91.0      MQ   \n",
+       "244472  2013      6   24    1934.0       89.0    2212.0       92.0      DL   \n",
+       "244473  2013      6   24    1935.0      152.0    2234.0      160.0      UA   \n",
+       "244474  2013      6   24    1936.0      146.0    2237.0      142.0      AA   \n",
+       "244476  2013      6   24    1937.0      232.0    2133.0      238.0      UA   \n",
+       "244477  2013      6   24    1937.0      217.0    2119.0      238.0      US   \n",
+       "244478  2013      6   24    1938.0      351.0    2313.0      389.0      DL   \n",
+       "244482  2013      6   24    1941.0      126.0    2228.0      118.0      AA   \n",
+       "244483  2013      6   24    1941.0       86.0    2116.0       91.0      WN   \n",
+       "244484  2013      6   24    1943.0      137.0    2256.0      167.0      UA   \n",
+       "244485  2013      6   24    1943.0      163.0    2131.0      188.0      US   \n",
+       "244487  2013      6   24    1945.0       82.0    2209.0       87.0      UA   \n",
+       "244488  2013      6   24    1945.0       85.0    2258.0       77.0      DL   \n",
+       "244489  2013      6   24    1948.0      289.0    2202.0      265.0      DL   \n",
+       "244490  2013      6   24    1949.0       74.0    2130.0       43.0      DL   \n",
+       "244492  2013      6   24    1950.0      177.0    2116.0      169.0      EV   \n",
+       "244493  2013      6   24    1952.0      149.0    2242.0      149.0      UA   \n",
+       "244495  2013      6   24    1952.0      232.0    2213.0      238.0      MQ   \n",
+       "244496  2013      6   24    1953.0      168.0    2115.0      140.0      AA   \n",
+       "244497  2013      6   24    1953.0      193.0    2138.0      203.0      MQ   \n",
+       "244501  2013      6   24    2002.0      152.0    2257.0      134.0      B6   \n",
+       "244504  2013      6   24    2012.0      132.0    2314.0      132.0      B6   \n",
+       "244506  2013      6   24    2013.0       78.0    2220.0       81.0      US   \n",
+       "244507  2013      6   24    2013.0      283.0    2309.0      259.0      DL   \n",
+       "244508  2013      6   24    2018.0      187.0       1.0      202.0      B6   \n",
+       "244509  2013      6   24    2020.0      216.0    2136.0      199.0      UA   \n",
+       "244510  2013      6   24    2021.0      172.0    2351.0      172.0      UA   \n",
+       "244512  2013      6   24    2022.0      292.0      11.0      316.0      AA   \n",
+       "244514  2013      6   24    2025.0      184.0    2233.0      184.0      EV   \n",
+       "244516  2013      6   24    2026.0      256.0    2223.0      253.0      EV   \n",
+       "244517  2013      6   24    2027.0      111.0    2351.0      116.0      UA   \n",
+       "244518  2013      6   24    2031.0      121.0    2207.0      112.0      AA   \n",
+       "244519  2013      6   24    2033.0      243.0      17.0      258.0      VX   \n",
+       "244520  2013      6   24    2034.0      125.0    2338.0      133.0      UA   \n",
+       "244522  2013      6   24    2039.0      159.0    2222.0      130.0      DL   \n",
+       "244524  2013      6   24    2042.0      127.0    2359.0      124.0      AA   \n",
+       "244526  2013      6   24    2043.0      283.0    2218.0      285.0      UA   \n",
+       "244527  2013      6   24    2045.0      140.0    2256.0      144.0      DL   \n",
+       "244528  2013      6   24    2046.0      196.0    2314.0      198.0      F9   \n",
+       "244529  2013      6   24    2048.0      298.0    2253.0      288.0      WN   \n",
+       "244530  2013      6   24    2049.0      309.0    2201.0      291.0      MQ   \n",
+       "244531  2013      6   24    2049.0      169.0    2219.0      173.0      UA   \n",
+       "244532  2013      6   24    2050.0       75.0    2357.0       55.0      DL   \n",
+       "244534  2013      6   24    2054.0      114.0    2315.0       92.0      DL   \n",
+       "244535  2013      6   24    2059.0      314.0    2232.0      322.0      MQ   \n",
+       "244536  2013      6   24    2100.0      225.0      52.0      252.0      UA   \n",
+       "244539  2013      6   24    2102.0      187.0     115.0      235.0      AA   \n",
+       "244540  2013      6   24    2103.0      268.0    2226.0      261.0      EV   \n",
+       "244541  2013      6   24    2104.0      275.0    2323.0      270.0      US   \n",
+       "244543  2013      6   24    2107.0       97.0      16.0       92.0      DL   \n",
+       "244544  2013      6   24    2108.0      133.0     106.0      170.0      B6   \n",
+       "244545  2013      6   24    2108.0      103.0    2357.0       74.0      DL   \n",
+       "244547  2013      6   24    2109.0      249.0    2228.0      224.0      UA   \n",
+       "244548  2013      6   24    2109.0      239.0    2335.0      215.0      WN   \n",
+       "244549  2013      6   24    2111.0      312.0      28.0      303.0      DL   \n",
+       "244550  2013      6   24    2111.0      166.0    2222.0      133.0      EV   \n",
+       "244551  2013      6   24    2113.0      163.0     112.0      197.0      UA   \n",
+       "244552  2013      6   24    2115.0      120.0      40.0      130.0      AA   \n",
+       "244553  2013      6   24    2118.0      118.0    2306.0      141.0      AA   \n",
+       "244554  2013      6   24    2118.0      169.0    2336.0      183.0      US   \n",
+       "244556  2013      6   24    2119.0      108.0      14.0       97.0      UA   \n",
+       "244558  2013      6   24    2123.0      133.0    2358.0       99.0      UA   \n",
+       "244560  2013      6   24    2127.0      207.0    2242.0      175.0      UA   \n",
+       "244561  2013      6   24    2128.0      178.0    2242.0      167.0      MQ   \n",
+       "244562  2013      6   24    2129.0      149.0    2331.0      195.0      US   \n",
+       "244563  2013      6   24    2130.0      212.0    2252.0      182.0      UA   \n",
+       "244564  2013      6   24    2130.0      225.0    2349.0      215.0      DL   \n",
+       "244565  2013      6   24    2131.0       62.0      36.0       37.0      UA   \n",
+       "244566  2013      6   24    2131.0      211.0    2339.0      180.0      DL   \n",
+       "244567  2013      6   24    2131.0      181.0    2349.0      191.0      DL   \n",
+       "244568  2013      6   24    2132.0       92.0    2305.0       88.0      UA   \n",
+       "244569  2013      6   24    2136.0       96.0    2346.0       72.0      DL   \n",
+       "244570  2013      6   24    2136.0      101.0    2237.0       81.0      EV   \n",
+       "244571  2013      6   24    2139.0      258.0    2340.0      254.0      EV   \n",
+       "244572  2013      6   24    2143.0      135.0    2324.0      113.0      EV   \n",
+       "244573  2013      6   24    2146.0       75.0       9.0       81.0      B6   \n",
+       "244574  2013      6   24    2146.0      252.0    2345.0      229.0      FL   \n",
+       "244575  2013      6   24    2150.0      170.0      23.0      156.0      B6   \n",
+       "244576  2013      6   24    2152.0      186.0      58.0      185.0      B6   \n",
+       "244577  2013      6   24    2154.0      294.0    2355.0      257.0      DL   \n",
+       "244578  2013      6   24    2156.0      141.0    2336.0      136.0      MQ   \n",
+       "244579  2013      6   24    2156.0      267.0     108.0      253.0      VX   \n",
+       "244580  2013      6   24    2157.0      167.0    2304.0      128.0      EV   \n",
+       "244582  2013      6   24    2201.0      122.0    2317.0       97.0      DL   \n",
+       "244583  2013      6   24    2201.0       62.0    2339.0       32.0      EV   \n",
+       "244584  2013      6   24    2202.0      177.0    2300.0      135.0      WN   \n",
+       "244585  2013      6   24    2202.0      222.0       8.0      197.0      DL   \n",
+       "244587  2013      6   24    2205.0       96.0      20.0       87.0      EV   \n",
+       "244588  2013      6   24    2207.0      223.0      23.0      168.0      UA   \n",
+       "244589  2013      6   24    2214.0      109.0    2339.0      103.0      B6   \n",
+       "244591  2013      6   24    2225.0      205.0     206.0      197.0      DL   \n",
+       "244592  2013      6   24    2226.0      170.0     109.0      156.0      B6   \n",
+       "244593  2013      6   24    2230.0      211.0      25.0      184.0      FL   \n",
+       "244594  2013      6   24    2232.0      122.0    2348.0       97.0      EV   \n",
+       "244595  2013      6   24    2233.0      168.0      34.0      165.0      EV   \n",
+       "244596  2013      6   24    2235.0      195.0    2339.0      159.0      AA   \n",
+       "244597  2013      6   24    2235.0      275.0     149.0      259.0      B6   \n",
+       "244598  2013      6   24    2238.0      108.0      26.0       84.0      EV   \n",
+       "244599  2013      6   24    2239.0      280.0     102.0      256.0      B6   \n",
+       "244600  2013      6   24    2240.0       90.0    2357.0       74.0      B6   \n",
+       "244602  2013      6   24    2246.0      381.0      21.0      340.0      DL   \n",
+       "244603  2013      6   24    2246.0      227.0    2400.0      214.0      EV   \n",
+       "244605  2013      6   24    2250.0       95.0     229.0       58.0      DL   \n",
+       "244606  2013      6   24    2256.0      226.0     151.0      194.0      DL   \n",
+       "244607  2013      6   24    2300.0      306.0     219.0      319.0      UA   \n",
+       "244608  2013      6   24    2300.0      240.0       5.0      233.0      US   \n",
+       "244609  2013      6   24    2300.0      126.0      52.0       98.0      EV   \n",
+       "244610  2013      6   24    2302.0      157.0     133.0      129.0      UA   \n",
+       "244611  2013      6   24    2304.0      241.0      13.0      228.0      EV   \n",
+       "244612  2013      6   24    2309.0      134.0       6.0       96.0      WN   \n",
+       "244613  2013      6   24    2309.0      114.0     134.0      105.0      DL   \n",
+       "244614  2013      6   24    2310.0      189.0     153.0      168.0      VX   \n",
+       "244617  2013      6   24    2325.0      206.0     151.0      161.0      UA   \n",
+       "244619  2013      6   24    2330.0      209.0     209.0      195.0      B6   \n",
+       "244620  2013      6   24    2331.0      188.0     120.0      171.0      EV   \n",
+       "244621  2013      6   24    2331.0       92.0      49.0       80.0      EV   \n",
+       "244622  2013      6   24    2333.0      274.0      47.0      251.0      UA   \n",
+       "244623  2013      6   24    2334.0      151.0     125.0      135.0      UA   \n",
+       "244624  2013      6   24    2336.0      161.0     205.0      127.0      UA   \n",
+       "244625  2013      6   24    2341.0      192.0     315.0      168.0      UA   \n",
+       "244626  2013      6   24    2346.0      116.0     213.0       73.0      AA   \n",
+       "244627  2013      6   24    2347.0      147.0      37.0      118.0      EV   \n",
+       "244628  2013      6   24    2349.0       64.0     221.0       46.0      B6   \n",
+       "244629  2013      6   24    2354.0      149.0     205.0      126.0      UA   \n",
+       "244630  2013      6   24    2355.0      205.0      51.0      176.0      WN   \n",
+       "244743  2013      6   25       1.0      151.0     249.0      155.0      B6   \n",
+       "244744  2013      6   25       7.0      157.0     237.0      158.0      B6   \n",
+       "244745  2013      6   25      11.0       86.0     137.0       94.0      B6   \n",
+       "244746  2013      6   25      12.0       82.0     143.0       89.0      B6   \n",
+       "244747  2013      6   25      27.0      161.0     307.0      157.0      B6   \n",
+       "244749  2013      6   25      32.0      121.0     409.0      103.0      B6   \n",
+       "244750  2013      6   25     103.0       64.0     431.0       47.0      B6   \n",
+       "244751  2013      6   25     104.0      364.0     319.0      332.0      B6   \n",
+       "244752  2013      6   25     118.0      138.0     207.0      119.0      B6   \n",
+       "244753  2013      6   25     202.0      123.0     519.0       99.0      B6   \n",
+       "244859  2013      6   25     723.0       74.0    1005.0       66.0      B6   \n",
+       "244915  2013      6   25     807.0       97.0    1023.0      114.0      EV   \n",
+       "244935  2013      6   25     822.0       77.0     955.0       92.0      EV   \n",
+       "244937  2013      6   25     824.0       75.0    1021.0       74.0      EV   \n",
+       "244953  2013      6   25     842.0      102.0    1111.0      131.0      9E   \n",
+       "244998  2013      6   25     926.0       86.0    1142.0       81.0      B6   \n",
+       "245000  2013      6   25     927.0       67.0    1122.0       40.0      9E   \n",
+       "245001  2013      6   25     929.0      104.0    1043.0       98.0      WN   \n",
+       "245003  2013      6   25     934.0       65.0    1116.0       48.0      DL   \n",
+       "245010  2013      6   25     944.0       64.0    1214.0       52.0      B6   \n",
+       "245035  2013      6   25    1018.0       92.0    1208.0       80.0      EV   \n",
+       "245045  2013      6   25    1031.0       91.0    1215.0       74.0      EV   \n",
+       "245051  2013      6   25    1038.0      219.0    1333.0      214.0      UA   \n",
+       "245057  2013      6   25    1042.0       73.0    1148.0       61.0      B6   \n",
+       "245058  2013      6   25    1044.0      104.0    1231.0       65.0      EV   \n",
+       "245060  2013      6   25    1045.0      117.0    1259.0      121.0      EV   \n",
+       "245061  2013      6   25    1049.0       74.0    1326.0       65.0      B6   \n",
+       "245070  2013      6   25    1059.0      104.0    1337.0       82.0      VX   \n",
+       "245074  2013      6   25    1103.0       83.0    1209.0       78.0      9E   \n",
+       "245084  2013      6   25    1125.0       95.0    1358.0       98.0      VX   \n",
+       "245087  2013      6   25    1129.0       90.0    1406.0       89.0      B6   \n",
+       "245088  2013      6   25    1132.0      152.0    1402.0      125.0      UA   \n",
+       "245089  2013      6   25    1132.0       92.0    1449.0       95.0      UA   \n",
+       "245096  2013      6   25    1139.0       74.0    1328.0       63.0      MQ   \n",
+       "245122  2013      6   25    1158.0       73.0    1348.0       67.0      EV   \n",
+       "245133  2013      6   25    1208.0       68.0    1442.0       70.0      DL   \n",
+       "245134  2013      6   25    1209.0      129.0    1335.0      122.0      UA   \n",
+       "245136  2013      6   25    1209.0       77.0    1404.0       62.0      EV   \n",
+       "245146  2013      6   25    1232.0       77.0    1403.0       93.0      MQ   \n",
+       "245152  2013      6   25    1246.0      136.0    1539.0      114.0      VX   \n",
+       "245171  2013      6   25    1302.0       62.0    1703.0      116.0      UA   \n",
+       "245175  2013      6   25    1308.0      158.0    1650.0      185.0      AA   \n",
+       "245179  2013      6   25    1312.0      122.0    1426.0      101.0      WN   \n",
+       "245186  2013      6   25    1328.0       88.0    1439.0       89.0      WN   \n",
+       "245188  2013      6   25    1330.0      211.0    1437.0      193.0      UA   \n",
+       "245194  2013      6   25    1336.0      156.0    1606.0      137.0      DL   \n",
+       "245199  2013      6   25    1337.0      187.0    1659.0      189.0      VX   \n",
+       "245210  2013      6   25    1350.0      110.0    1605.0      127.0      EV   \n",
+       "245222  2013      6   25    1407.0       70.0    1458.0       65.0      EV   \n",
+       "245229  2013      6   25    1420.0      105.0    1600.0       95.0      EV   \n",
+       "245230  2013      6   25    1420.0       65.0    1545.0       56.0      EV   \n",
+       "245231  2013      6   25    1421.0      376.0    1602.0      372.0      9E   \n",
+       "245237  2013      6   25    1427.0      197.0    1739.0      206.0      DL   \n",
+       "245250  2013      6   25    1442.0       67.0    1633.0       98.0      MQ   \n",
+       "245275  2013      6   25    1501.0      121.0    1713.0      114.0      EV   \n",
+       "245276  2013      6   25    1502.0      130.0       NaN        NaN      UA   \n",
+       "245289  2013      6   25    1520.0      110.0    1816.0       98.0      B6   \n",
+       "245291  2013      6   25    1522.0       88.0    1846.0      124.0      UA   \n",
+       "245297  2013      6   25    1528.0       63.0    1839.0      134.0      EV   \n",
+       "245304  2013      6   25    1536.0       67.0    2001.0       91.0      B6   \n",
+       "245312  2013      6   25    1542.0       62.0    1812.0       85.0      B6   \n",
+       "245317  2013      6   25    1550.0      155.0    1847.0      169.0      B6   \n",
+       "245326  2013      6   25    1557.0       75.0    1710.0       77.0      EV   \n",
+       "245328  2013      6   25    1559.0       63.0    1822.0       58.0      UA   \n",
+       "245329  2013      6   25    1600.0      420.0    1739.0      424.0      UA   \n",
+       "245345  2013      6   25    1607.0       67.0    1918.0      114.0      EV   \n",
+       "245349  2013      6   25    1610.0       70.0    1859.0       69.0      AA   \n",
+       "245351  2013      6   25    1611.0       76.0    1908.0      127.0      9E   \n",
+       "245352  2013      6   25    1611.0       86.0    1843.0       83.0      B6   \n",
+       "245360  2013      6   25    1619.0      109.0    2011.0      166.0      B6   \n",
+       "245361  2013      6   25    1620.0       81.0    1911.0       70.0      9E   \n",
+       "245363  2013      6   25    1620.0      141.0    2003.0      159.0      DL   \n",
+       "245372  2013      6   25    1634.0       89.0    2016.0      101.0      AA   \n",
+       "245375  2013      6   25    1638.0       69.0    1901.0       86.0      EV   \n",
+       "245377  2013      6   25    1639.0       69.0    1827.0       97.0      WN   \n",
+       "245382  2013      6   25    1641.0       61.0    1853.0      110.0      US   \n",
+       "245383  2013      6   25    1641.0      162.0    1910.0      189.0      EV   \n",
+       "245396  2013      6   25    1707.0       77.0    1954.0       54.0      UA   \n",
+       "245397  2013      6   25    1707.0       77.0    1936.0       91.0      WN   \n",
+       "245404  2013      6   25    1713.0      150.0    1939.0      147.0      EV   \n",
+       "245405  2013      6   25    1714.0       79.0    1915.0       91.0      B6   \n",
+       "245412  2013      6   25    1723.0       63.0    1944.0       51.0      9E   \n",
+       "245416  2013      6   25    1726.0       87.0    2113.0      108.0      DL   \n",
+       "245418  2013      6   25    1729.0      149.0    1945.0      179.0      UA   \n",
+       "245420  2013      6   25    1733.0      108.0    1923.0      133.0      MQ   \n",
+       "245424  2013      6   25    1736.0      166.0    2011.0      175.0      9E   \n",
+       "245425  2013      6   25    1736.0       61.0    1955.0       99.0      EV   \n",
+       "245427  2013      6   25    1739.0       94.0    2101.0      105.0      DL   \n",
+       "245428  2013      6   25    1740.0      115.0    2006.0      120.0      DL   \n",
+       "245433  2013      6   25    1750.0      140.0    2111.0      136.0      AA   \n",
+       "245439  2013      6   25    1756.0      156.0    2053.0      153.0      UA   \n",
+       "245440  2013      6   25    1757.0       96.0    1926.0      104.0      UA   \n",
+       "245442  2013      6   25    1757.0      124.0    1934.0      145.0      EV   \n",
+       "245445  2013      6   25    1800.0       80.0    1908.0       55.0      9E   \n",
+       "245446  2013      6   25    1802.0       62.0    2010.0       47.0      9E   \n",
+       "245447  2013      6   25    1803.0       94.0    2023.0       90.0      US   \n",
+       "245450  2013      6   25    1811.0       61.0    2116.0       61.0      AA   \n",
+       "245451  2013      6   25    1811.0      132.0    2130.0      136.0      DL   \n",
+       "245453  2013      6   25    1814.0      199.0    1920.0      189.0      9E   \n",
+       "245454  2013      6   25    1814.0       94.0    1953.0       98.0      MQ   \n",
+       "245462  2013      6   25    1825.0      145.0    2207.0      149.0      DL   \n",
+       "245464  2013      6   25    1828.0       72.0    2012.0       84.0      B6   \n",
+       "245465  2013      6   25    1828.0       63.0    2127.0       58.0      DL   \n",
+       "245466  2013      6   25    1829.0      149.0    2132.0      163.0      B6   \n",
+       "245467  2013      6   25    1830.0       85.0    2022.0       72.0      AA   \n",
+       "245468  2013      6   25    1830.0      121.0    2135.0      128.0      B6   \n",
+       "245470  2013      6   25    1836.0       71.0    2200.0       75.0      AA   \n",
+       "245473  2013      6   25    1839.0      104.0    2121.0       91.0      AA   \n",
+       "245475  2013      6   25    1840.0       71.0    2114.0       79.0      UA   \n",
+       "245477  2013      6   25    1841.0       66.0    2200.0       90.0      AA   \n",
+       "245480  2013      6   25    1844.0       84.0    2133.0       68.0      AA   \n",
+       "245488  2013      6   25    1900.0       85.0    2133.0       63.0      AA   \n",
+       "245490  2013      6   25    1904.0       89.0    2105.0       97.0      US   \n",
+       "245494  2013      6   25    1908.0       70.0    2130.0       95.0      UA   \n",
+       "245495  2013      6   25    1908.0      108.0    2031.0      102.0      EV   \n",
+       "245496  2013      6   25    1909.0      130.0    2117.0      118.0      DL   \n",
+       "245499  2013      6   25    1912.0      123.0    2217.0      143.0      B6   \n",
+       "245502  2013      6   25    1914.0      114.0    2107.0       79.0      UA   \n",
+       "245503  2013      6   25    1920.0       65.0    2203.0       32.0      UA   \n",
+       "245505  2013      6   25    1922.0      172.0    2253.0      174.0      VX   \n",
+       "245506  2013      6   25    1923.0      138.0    2210.0      110.0      AA   \n",
+       "245510  2013      6   25    1926.0       86.0    2102.0       92.0      WN   \n",
+       "245512  2013      6   25    1930.0       61.0    2114.0       41.0      US   \n",
+       "245513  2013      6   25    1930.0      129.0    2143.0      137.0      EV   \n",
+       "245514  2013      6   25    1930.0      121.0    2126.0      116.0      EV   \n",
+       "245517  2013      6   25    1933.0      154.0    2138.0      159.0      EV   \n",
+       "245518  2013      6   25    1936.0       72.0    2158.0       29.0      B6   \n",
+       "245521  2013      6   25    1937.0      182.0    2059.0      174.0      EV   \n",
+       "245522  2013      6   25    1938.0       69.0    2320.0      109.0      UA   \n",
+       "245528  2013      6   25    1942.0      162.0    2110.0      145.0      MQ   \n",
+       "245531  2013      6   25    1946.0      106.0    2043.0       88.0      US   \n",
+       "245534  2013      6   25    1948.0      133.0    2127.0      132.0      WN   \n",
+       "245538  2013      6   25    1955.0       95.0    2315.0       94.0      DL   \n",
+       "245539  2013      6   25    1956.0       89.0    2129.0      106.0      EV   \n",
+       "245540  2013      6   25    1956.0      183.0    2118.0      171.0      EV   \n",
+       "245542  2013      6   25    1958.0      113.0    2202.0       82.0      DL   \n",
+       "245543  2013      6   25    1959.0      279.0    2219.0      254.0      DL   \n",
+       "245545  2013      6   25    2002.0       62.0    2305.0       55.0      DL   \n",
+       "245547  2013      6   25    2004.0       94.0    2109.0       89.0      MQ   \n",
+       "245550  2013      6   25    2011.0      116.0    2243.0       97.0      UA   \n",
+       "245553  2013      6   25    2012.0       67.0    2118.0       33.0      WN   \n",
+       "245556  2013      6   25    2019.0      169.0    2133.0      165.0      B6   \n",
+       "245557  2013      6   25    2021.0      141.0    2145.0      152.0      US   \n",
+       "245558  2013      6   25    2022.0      144.0    2153.0      123.0      UA   \n",
+       "245559  2013      6   25    2022.0       82.0    2127.0       71.0      US   \n",
+       "245561  2013      6   25    2025.0      184.0    2233.0      184.0      EV   \n",
+       "245563  2013      6   25    2030.0      210.0    2200.0      217.0      US   \n",
+       "245566  2013      6   25    2034.0       95.0    2234.0       73.0      FL   \n",
+       "245567  2013      6   25    2035.0       90.0    2221.0       73.0      9E   \n",
+       "245568  2013      6   25    2041.0       81.0    2245.0       47.0      UA   \n",
+       "245571  2013      6   25    2047.0       77.0    2244.0       48.0      9E   \n",
+       "245572  2013      6   25    2050.0      100.0    2330.0       53.0      DL   \n",
+       "245573  2013      6   25    2051.0      146.0    2303.0      151.0      DL   \n",
+       "245574  2013      6   25    2052.0       62.0    2305.0       50.0      EV   \n",
+       "245576  2013      6   25    2055.0      213.0    2214.0      207.0      EV   \n",
+       "245577  2013      6   25    2056.0      181.0       1.0      161.0      AA   \n",
+       "245578  2013      6   25    2056.0      113.0    2212.0      107.0      EV   \n",
+       "245581  2013      6   25    2058.0       90.0    2313.0      102.0      EV   \n",
+       "245582  2013      6   25    2059.0      179.0    2245.0      153.0      DL   \n",
+       "245583  2013      6   25    2100.0      185.0    2301.0      171.0      MQ   \n",
+       "245584  2013      6   25    2101.0       61.0    2223.0       67.0      US   \n",
+       "245586  2013      6   25    2103.0       78.0    2212.0       70.0      EV   \n",
+       "245587  2013      6   25    2104.0       69.0    2309.0       84.0      MQ   \n",
+       "245588  2013      6   25    2105.0      290.0    2313.0      283.0      EV   \n",
+       "245591  2013      6   25    2110.0      130.0    2342.0      119.0      DL   \n",
+       "245592  2013      6   25    2110.0       95.0    2247.0       70.0      EV   \n",
+       "245593  2013      6   25    2112.0      162.0       1.0      180.0      9E   \n",
+       "245594  2013      6   25    2113.0      215.0    2304.0      200.0      EV   \n",
+       "245595  2013      6   25    2115.0      105.0    2249.0       97.0      9E   \n",
+       "245596  2013      6   25    2119.0      114.0      17.0       94.0      DL   \n",
+       "245597  2013      6   25    2120.0      135.0    2310.0      127.0      9E   \n",
+       "245599  2013      6   25    2129.0      274.0    2339.0      257.0      EV   \n",
+       "245600  2013      6   25    2129.0      119.0    2311.0      144.0      EV   \n",
+       "245601  2013      6   25    2131.0      180.0      55.0      185.0      UA   \n",
+       "245602  2013      6   25    2133.0      268.0    2318.0      247.0      US   \n",
+       "245603  2013      6   25    2134.0      271.0    2329.0      287.0      EV   \n",
+       "245605  2013      6   25    2137.0      162.0    2321.0      142.0      US   \n",
+       "245606  2013      6   25    2139.0      189.0      12.0      152.0      B6   \n",
+       "245607  2013      6   25    2140.0      100.0    2253.0       84.0      B6   \n",
+       "245612  2013      6   25    2144.0      205.0      18.0      180.0      B6   \n",
+       "245613  2013      6   25    2147.0      242.0    2345.0      211.0      DL   \n",
+       "245614  2013      6   25    2149.0       94.0      20.0      104.0      EV   \n",
+       "245615  2013      6   25    2150.0      230.0    2255.0      209.0      UA   \n",
+       "245616  2013      6   25    2152.0      132.0      58.0      150.0      9E   \n",
+       "245619  2013      6   25    2154.0      144.0      46.0      151.0      DL   \n",
+       "245620  2013      6   25    2155.0       66.0      53.0       65.0      B6   \n",
+       "245621  2013      6   25    2155.0      176.0    2328.0      182.0      EV   \n",
+       "245622  2013      6   25    2157.0       61.0    2302.0       39.0      UA   \n",
+       "245624  2013      6   25    2206.0      272.0      33.0      277.0      FL   \n",
+       "245625  2013      6   25    2209.0      213.0    2339.0      204.0      B6   \n",
+       "245626  2013      6   25    2209.0       69.0      26.0       67.0      DL   \n",
+       "245628  2013      6   25    2210.0      251.0     105.0      239.0      DL   \n",
+       "245629  2013      6   25    2211.0      102.0     142.0      103.0      UA   \n",
+       "245630  2013      6   25    2211.0      176.0      45.0      160.0      AA   \n",
+       "245631  2013      6   25    2213.0      286.0     129.0      289.0      UA   \n",
+       "245632  2013      6   25    2215.0       81.0      59.0      105.0      EV   \n",
+       "245633  2013      6   25    2216.0      115.0      46.0      166.0      UA   \n",
+       "245634  2013      6   25    2217.0      107.0    2340.0      105.0      WN   \n",
+       "245635  2013      6   25    2221.0      201.0      54.0      204.0      DL   \n",
+       "245637  2013      6   25    2224.0       99.0     110.0      122.0      9E   \n",
+       "245638  2013      6   25    2224.0      295.0     153.0      298.0      VX   \n",
+       "245639  2013      6   25    2224.0      174.0      53.0      149.0      DL   \n",
+       "245640  2013      6   25    2225.0       61.0      58.0       44.0      UA   \n",
+       "245641  2013      6   25    2227.0      122.0     201.0      157.0      UA   \n",
+       "245642  2013      6   25    2228.0       85.0      33.0       83.0      UA   \n",
+       "245643  2013      6   25    2229.0       89.0     135.0       90.0      DL   \n",
+       "245644  2013      6   25    2234.0       65.0       1.0       78.0      UA   \n",
+       "245645  2013      6   25    2235.0      156.0     129.0      229.0      DL   \n",
+       "245646  2013      6   25    2235.0      155.0     110.0      156.0      DL   \n",
+       "245647  2013      6   25    2236.0      276.0    2351.0      244.0      UA   \n",
+       "245648  2013      6   25    2237.0      128.0     134.0      161.0      EV   \n",
+       "245649  2013      6   25    2238.0      182.0     120.0      167.0      B6   \n",
+       "245650  2013      6   25    2240.0      205.0      43.0      192.0      EV   \n",
+       "245651  2013      6   25    2241.0      161.0      11.0      154.0      UA   \n",
+       "245652  2013      6   25    2242.0      252.0      14.0      259.0      MQ   \n",
+       "245653  2013      6   25    2243.0      178.0     102.0      193.0      EV   \n",
+       "245654  2013      6   25    2245.0      135.0     125.0      160.0      9E   \n",
+       "245655  2013      6   25    2245.0      106.0     110.0      150.0      EV   \n",
+       "245656  2013      6   25    2247.0      107.0      18.0      103.0      AA   \n",
+       "245657  2013      6   25    2249.0      153.0     140.0      144.0      UA   \n",
+       "245658  2013      6   25    2249.0      284.0      31.0      281.0      AA   \n",
+       "245659  2013      6   25    2249.0      110.0      20.0      114.0      EV   \n",
+       "245660  2013      6   25    2251.0      291.0     215.0      285.0      B6   \n",
+       "245661  2013      6   25    2252.0      144.0     143.0      124.0      UA   \n",
+       "245662  2013      6   25    2253.0      123.0     115.0      133.0      EV   \n",
+       "245663  2013      6   25    2255.0      176.0     111.0      192.0      EV   \n",
+       "245664  2013      6   25    2257.0      261.0     154.0      251.0      B6   \n",
+       "245665  2013      6   25    2258.0      208.0     157.0      193.0      DL   \n",
+       "245666  2013      6   25    2258.0      118.0     213.0      121.0      DL   \n",
+       "245667  2013      6   25    2300.0      120.0     132.0      162.0      MQ   \n",
+       "245668  2013      6   25    2302.0       72.0     215.0       75.0      AA   \n",
+       "245669  2013      6   25    2302.0       86.0     234.0      123.0      B6   \n",
+       "245670  2013      6   25    2303.0      182.0     213.0      188.0      VX   \n",
+       "245671  2013      6   25    2315.0      300.0      30.0      285.0      WN   \n",
+       "245673  2013      6   25    2317.0      258.0      44.0      248.0      UA   \n",
+       "245674  2013      6   25    2317.0      137.0     205.0      149.0      B6   \n",
+       "245675  2013      6   25    2320.0      200.0     137.0      250.0      9E   \n",
+       "245677  2013      6   25    2323.0      142.0     343.0      163.0      B6   \n",
+       "245678  2013      6   25    2324.0      174.0      47.0      165.0      FL   \n",
+       "245679  2013      6   25    2327.0      182.0     153.0      164.0      UA   \n",
+       "245680  2013      6   25    2331.0      136.0     315.0      104.0      DL   \n",
+       "245681  2013      6   25    2332.0      142.0      52.0      129.0      B6   \n",
+       "245682  2013      6   25    2335.0      135.0     103.0      144.0      EV   \n",
+       "245683  2013      6   25    2336.0      226.0      55.0      205.0      AA   \n",
+       "245684  2013      6   25    2338.0      123.0     237.0      149.0      B6   \n",
+       "245685  2013      6   25    2345.0      290.0     302.0      287.0      VX   \n",
+       "245686  2013      6   25    2349.0      204.0     255.0      214.0      B6   \n",
+       "245687  2013      6   25    2349.0      174.0     102.0      152.0      WN   \n",
+       "245688  2013      6   25    2350.0      115.0     244.0      121.0      B6   \n",
+       "245689  2013      6   25    2354.0      204.0     132.0      206.0      9E   \n",
+       "245690  2013      6   25    2354.0      152.0     138.0      143.0      EV   \n",
+       "245691  2013      6   25    2355.0       70.0     104.0       63.0      B6   \n",
+       "245692  2013      6   25    2356.0      207.0     314.0      195.0      B6   \n",
+       "245693  2013      6   25    2356.0      236.0     239.0      209.0      DL   \n",
+       "245694  2013      6   25    2357.0       72.0     108.0       69.0      B6   \n",
+       "245736  2013      6   26      13.0      102.0     435.0      129.0      B6   \n",
+       "245737  2013      6   26      29.0      104.0     158.0      119.0      B6   \n",
+       "245738  2013      6   26      35.0      110.0     211.0      130.0      B6   \n",
+       "245739  2013      6   26      45.0      120.0     212.0      128.0      B6   \n",
+       "245741  2013      6   26      57.0      207.0     207.0      202.0      MQ   \n",
+       "245742  2013      6   26     106.0       67.0     509.0       85.0      B6   \n",
+       "245743  2013      6   26     110.0      226.0     401.0      227.0      UA   \n",
+       "245744  2013      6   26     128.0       89.0     519.0       99.0      B6   \n",
+       "245854  2013      6   26     718.0       67.0    1058.0       64.0      B6   \n",
+       "245884  2013      6   26     753.0       63.0    1037.0       64.0      B6   \n",
+       "245917  2013      6   26     812.0       66.0    1108.0       67.0      UA   \n",
+       "245937  2013      6   26     831.0      143.0     940.0      141.0      B6   \n",
+       "245961  2013      6   26     856.0       81.0    1021.0       85.0      EV   \n",
+       "245992  2013      6   26     931.0      131.0    1131.0      130.0      EV   \n",
+       "246002  2013      6   26     945.0      120.0    1204.0      179.0      WN   \n",
+       "246004  2013      6   26     947.0       82.0    1119.0       62.0      US   \n",
+       "246009  2013      6   26     953.0      233.0    1130.0      245.0      UA   \n",
+       "246019  2013      6   26    1001.0      130.0    1130.0      129.0      UA   \n",
+       "246025  2013      6   26    1010.0       70.0    1128.0       62.0      UA   \n",
+       "246032  2013      6   26    1020.0       92.0    1213.0       75.0      EV   \n",
+       "246048  2013      6   26    1043.0      283.0    1240.0      289.0      EV   \n",
+       "246049  2013      6   26    1045.0      115.0    1237.0      127.0      AA   \n",
+       "246062  2013      6   26    1059.0       79.0    1213.0       63.0      WN   \n",
+       "246066  2013      6   26    1104.0      127.0    1453.0      118.0      UA   \n",
+       "246077  2013      6   26    1117.0      147.0    1225.0      131.0      9E   \n",
+       "246078  2013      6   26    1118.0       93.0    1306.0      106.0      WN   \n",
+       "246079  2013      6   26    1119.0       67.0    1225.0       53.0      EV   \n",
+       "246087  2013      6   26    1134.0       65.0    1500.0       72.0      UA   \n",
+       "246113  2013      6   26    1158.0      178.0    1315.0      160.0      UA   \n",
+       "246116  2013      6   26    1202.0      183.0    1430.0      159.0      UA   \n",
+       "246122  2013      6   26    1206.0       96.0    1540.0      115.0      VX   \n",
+       "246123  2013      6   26    1208.0       99.0    1445.0       95.0      B6   \n",
+       "246124  2013      6   26    1210.0       65.0    1403.0       49.0      DL   \n",
+       "246126  2013      6   26    1214.0      104.0    1526.0      101.0      AA   \n",
+       "246127  2013      6   26    1215.0      123.0    1446.0      111.0      UA   \n",
+       "246129  2013      6   26    1218.0      100.0    1448.0       78.0      UA   \n",
+       "246131  2013      6   26    1222.0      333.0    1420.0      317.0      UA   \n",
+       "246133  2013      6   26    1227.0      117.0    1539.0      109.0      VX   \n",
+       "246149  2013      6   26    1251.0      146.0    1400.0      115.0      AA   \n",
+       "246172  2013      6   26    1313.0      123.0    1459.0      134.0      WN   \n",
+       "246176  2013      6   26    1317.0      322.0    1431.0      316.0      MQ   \n",
+       "246178  2013      6   26    1318.0       78.0    1627.0       80.0      UA   \n",
+       "246179  2013      6   26    1320.0      125.0    1528.0      111.0      UA   \n",
+       "246194  2013      6   26    1340.0      150.0    1647.0      160.0      B6   \n",
+       "246195  2013      6   26    1341.0      101.0    1457.0       84.0      UA   \n",
+       "246198  2013      6   26    1342.0      217.0    1505.0      225.0      MQ   \n",
+       "246211  2013      6   26    1359.0      119.0    1535.0      104.0      US   \n",
+       "246217  2013      6   26    1411.0       81.0    1653.0       96.0      UA   \n",
+       "246219  2013      6   26    1416.0      181.0    1541.0      166.0      AA   \n",
+       "246223  2013      6   26    1422.0      187.0    1558.0      208.0      MQ   \n",
+       "246243  2013      6   26    1446.0       91.0    1749.0      111.0      B6   \n",
+       "246251  2013      6   26    1451.0       86.0    1731.0       98.0      DL   \n",
+       "246265  2013      6   26    1459.0       65.0    1745.0       63.0      UA   \n",
+       "246278  2013      6   26    1513.0       84.0    1656.0      112.0      B6   \n",
+       "246294  2013      6   26    1531.0      186.0    1818.0      175.0      UA   \n",
+       "246297  2013      6   26    1535.0       75.0    1726.0       66.0      MQ   \n",
+       "246306  2013      6   26    1546.0       76.0    1939.0      134.0      B6   \n",
+       "246311  2013      6   26    1551.0       82.0    1836.0       97.0      MQ   \n",
+       "246331  2013      6   26    1608.0       69.0    1814.0       75.0      EV   \n",
+       "246345  2013      6   26    1624.0      115.0    1921.0        NaN      EV   \n",
+       "246346  2013      6   26    1625.0      190.0    1830.0      215.0      AA   \n",
+       "246347  2013      6   26    1626.0      131.0    1856.0      121.0      UA   \n",
+       "246352  2013      6   26    1631.0       62.0    1828.0       28.0      UA   \n",
+       "246365  2013      6   26    1648.0       79.0    1934.0       38.0      UA   \n",
+       "246368  2013      6   26    1650.0      115.0    1824.0      114.0      DL   \n",
+       "246371  2013      6   26    1652.0      137.0    1830.0      150.0      9E   \n",
+       "246376  2013      6   26    1654.0       64.0    1902.0       57.0      WN   \n",
+       "246378  2013      6   26    1655.0      132.0    1906.0      114.0      EV   \n",
+       "246379  2013      6   26    1655.0      133.0    1801.0      128.0      EV   \n",
+       "246382  2013      6   26    1658.0      128.0       NaN        NaN      9E   \n",
+       "246386  2013      6   26    1659.0      120.0    1814.0      114.0      UA   \n",
+       "246393  2013      6   26    1710.0       85.0    1843.0       68.0      UA   \n",
+       "246397  2013      6   26    1712.0       77.0    1911.0       65.0      EV   \n",
+       "246398  2013      6   26    1713.0       83.0    1833.0       69.0      UA   \n",
+       "246409  2013      6   26    1724.0      141.0    1915.0      137.0      EV   \n",
+       "246412  2013      6   26    1726.0       86.0    1845.0       72.0      UA   \n",
+       "246415  2013      6   26    1727.0       70.0    1849.0       65.0      YV   \n",
+       "246416  2013      6   26    1727.0      249.0    1832.0      235.0      EV   \n",
+       "246418  2013      6   26    1728.0       98.0    1930.0      101.0      9E   \n",
+       "246433  2013      6   26    1741.0      131.0    2117.0      142.0      AA   \n",
+       "246438  2013      6   26    1744.0      164.0    1953.0      187.0      UA   \n",
+       "246441  2013      6   26    1747.0       97.0    2001.0      121.0      AA   \n",
+       "246443  2013      6   26    1748.0      168.0    2102.0      184.0      B6   \n",
+       "246445  2013      6   26    1750.0       89.0    1849.0       67.0      UA   \n",
+       "246446  2013      6   26    1750.0       95.0    2053.0      143.0      EV   \n",
+       "246451  2013      6   26    1756.0       96.0    2120.0      117.0      B6   \n",
+       "246460  2013      6   26    1805.0       65.0    1935.0       50.0      MQ   \n",
+       "246465  2013      6   26    1815.0      275.0    2014.0      259.0      WN   \n",
+       "246466  2013      6   26    1815.0      100.0    2042.0      146.0      EV   \n",
+       "246469  2013      6   26    1817.0       68.0    2245.0      171.0      B6   \n",
+       "246485  2013      6   26    1830.0       85.0    2025.0       75.0      AA   \n",
+       "246491  2013      6   26    1836.0       67.0    2210.0       75.0      VX   \n",
+       "246492  2013      6   26    1839.0       78.0    2140.0      131.0      EV   \n",
+       "246495  2013      6   26    1845.0      105.0    2130.0      138.0      B6   \n",
+       "246496  2013      6   26    1845.0       95.0    2133.0       93.0      WN   \n",
+       "246497  2013      6   26    1848.0       73.0    2126.0      118.0      US   \n",
+       "246498  2013      6   26    1851.0      186.0    2037.0      207.0      MQ   \n",
+       "246499  2013      6   26    1851.0       81.0    2217.0       62.0      DL   \n",
+       "246501  2013      6   26    1853.0       73.0    2104.0       49.0      WN   \n",
+       "246510  2013      6   26    1903.0      153.0    2228.0      149.0      VX   \n",
+       "246512  2013      6   26    1905.0       90.0    2044.0       89.0      WN   \n",
+       "246526  2013      6   26    1916.0       76.0    2221.0       79.0      B6   \n",
+       "246529  2013      6   26    1922.0      149.0    2136.0      189.0      EV   \n",
+       "246537  2013      6   26    1930.0       90.0    2118.0      108.0      WN   \n",
+       "246540  2013      6   26    1931.0       92.0    2311.0      145.0      B6   \n",
+       "246542  2013      6   26    1935.0      132.0    2151.0       98.0      UA   \n",
+       "246544  2013      6   26    1937.0       67.0    2309.0       74.0      UA   \n",
+       "246548  2013      6   26    1948.0       83.0    2113.0       68.0      MQ   \n",
+       "246557  2013      6   26    1954.0      129.0    2316.0      126.0      AA   \n",
+       "246564  2013      6   26    2001.0       91.0    2334.0      114.0      B6   \n",
+       "246567  2013      6   26    2004.0      124.0    2157.0      130.0      UA   \n",
+       "246570  2013      6   26    2006.0       67.0    2138.0       62.0      UA   \n",
+       "246571  2013      6   26    2006.0       66.0    2239.0       43.0      DL   \n",
+       "246572  2013      6   26    2008.0      159.0    2210.0      139.0      UA   \n",
+       "246573  2013      6   26    2008.0      105.0    2150.0       68.0      UA   \n",
+       "246574  2013      6   26    2008.0      109.0       1.0      163.0      B6   \n",
+       "246578  2013      6   26    2016.0      141.0    2342.0      142.0      AA   \n",
+       "246579  2013      6   26    2017.0      122.0    2136.0      111.0      WN   \n",
+       "246580  2013      6   26    2022.0       87.0    2244.0       39.0      VX   \n",
+       "246582  2013      6   26    2023.0       73.0    2153.0       57.0      EV   \n",
+       "246587  2013      6   26    2027.0      118.0       5.0      160.0      UA   \n",
+       "246594  2013      6   26    2040.0       85.0    2324.0       79.0      AA   \n",
+       "246595  2013      6   26    2041.0      146.0    2256.0      110.0      UA   \n",
+       "246597  2013      6   26    2051.0       66.0    2240.0       51.0      EV   \n",
+       "246599  2013      6   26    2055.0       76.0    2351.0       33.0      UA   \n",
+       "246604  2013      6   26    2105.0       90.0    2246.0       69.0      EV   \n",
+       "246605  2013      6   26    2107.0      116.0    2314.0      119.0      EV   \n",
+       "246607  2013      6   26    2111.0      131.0    2239.0      108.0      UA   \n",
+       "246608  2013      6   26    2113.0      113.0    2317.0       81.0      UA   \n",
+       "246609  2013      6   26    2113.0       73.0    2258.0       48.0      EV   \n",
+       "246610  2013      6   26    2114.0      124.0      32.0      115.0      DL   \n",
+       "246612  2013      6   26    2117.0       62.0    2335.0       59.0      EV   \n",
+       "246613  2013      6   26    2118.0       78.0    2326.0       52.0      DL   \n",
+       "246617  2013      6   26    2121.0       71.0      31.0       81.0      UA   \n",
+       "246618  2013      6   26    2122.0      202.0    2302.0      170.0      DL   \n",
+       "246619  2013      6   26    2123.0      203.0      41.0      191.0      B6   \n",
+       "246620  2013      6   26    2126.0       85.0      51.0      106.0      VX   \n",
+       "246621  2013      6   26    2129.0       68.0    2307.0       67.0      UA   \n",
+       "246622  2013      6   26    2129.0       89.0    2226.0       70.0      US   \n",
+       "246624  2013      6   26    2137.0      121.0      38.0      125.0      B6   \n",
+       "246627  2013      6   26    2141.0       71.0    2255.0       44.0      EV   \n",
+       "246628  2013      6   26    2143.0      193.0      27.0      151.0      UA   \n",
+       "246630  2013      6   26    2145.0       75.0    2257.0       55.0      FL   \n",
+       "246636  2013      6   26    2156.0       61.0    2300.0       30.0      WN   \n",
+       "246637  2013      6   26    2156.0       87.0      29.0       96.0      EV   \n",
+       "246638  2013      6   26    2158.0      148.0    2320.0      128.0      9E   \n",
+       "246640  2013      6   26    2205.0       75.0      14.0       50.0      UA   \n",
+       "246641  2013      6   26    2208.0      128.0    2400.0      153.0      9E   \n",
+       "246642  2013      6   26    2208.0      103.0    2355.0      119.0      B6   \n",
+       "246643  2013      6   26    2211.0      196.0     140.0      205.0      VX   \n",
+       "246644  2013      6   26    2212.0       81.0     146.0      108.0      B6   \n",
+       "246645  2013      6   26    2213.0      108.0     139.0      135.0      UA   \n",
+       "246646  2013      6   26    2213.0       70.0    2359.0       45.0      UA   \n",
+       "246647  2013      6   26    2213.0       74.0    2346.0       39.0      EV   \n",
+       "246649  2013      6   26    2219.0      199.0     113.0      203.0      UA   \n",
+       "246651  2013      6   26    2219.0       64.0     240.0       69.0      DL   \n",
+       "246652  2013      6   26    2219.0       89.0      17.0       75.0      EV   \n",
+       "246653  2013      6   26    2220.0      141.0      50.0      136.0      EV   \n",
+       "246654  2013      6   26    2221.0      110.0     102.0      134.0      B6   \n",
+       "246657  2013      6   26    2226.0      186.0    2322.0      155.0      UA   \n",
+       "246658  2013      6   26    2226.0      171.0     131.0      188.0      9E   \n",
+       "246661  2013      6   26    2235.0      126.0     208.0      129.0      B6   \n",
+       "246663  2013      6   26    2239.0      189.0    2339.0      172.0      EV   \n",
+       "246664  2013      6   26    2240.0       90.0      42.0      119.0      B6   \n",
+       "246665  2013      6   26    2240.0      101.0    2350.0       84.0      EV   \n",
+       "246666  2013      6   26    2242.0      192.0     141.0      177.0      DL   \n",
+       "246669  2013      6   26    2245.0      137.0     144.0      125.0      UA   \n",
+       "246670  2013      6   26    2248.0      108.0    2358.0      106.0      US   \n",
+       "246671  2013      6   26    2251.0       76.0     142.0       94.0      B6   \n",
+       "246673  2013      6   26    2255.0      114.0     327.0      147.0      B6   \n",
+       "246675  2013      6   26    2316.0      116.0       6.0       87.0      EV   \n",
+       "246676  2013      6   26    2320.0      260.0     250.0      241.0      DL   \n",
+       "246677  2013      6   26    2322.0      113.0      18.0      103.0      EV   \n",
+       "246678  2013      6   26    2323.0      152.0     138.0      103.0      UA   \n",
+       "246679  2013      6   26    2332.0      183.0     210.0      131.0      UA   \n",
+       "246681  2013      6   26    2333.0      183.0      35.0      160.0      WN   \n",
+       "246682  2013      6   26    2337.0      127.0     238.0      144.0      B6   \n",
+       "246683  2013      6   26    2344.0      139.0     211.0      137.0      B6   \n",
+       "246684  2013      6   26    2345.0      180.0      49.0      170.0      B6   \n",
+       "246685  2013      6   26    2348.0      199.0     337.0      192.0      UA   \n",
+       "246686  2013      6   26    2348.0      146.0     139.0      144.0      EV   \n",
+       "246687  2013      6   26    2352.0       67.0     305.0       90.0      B6   \n",
+       "246688  2013      6   26    2353.0      114.0     101.0       92.0      EV   \n",
+       "246731  2013      6   27      10.0      240.0     300.0      230.0      UA   \n",
+       "246732  2013      6   27      13.0      147.0     319.0      169.0      B6   \n",
+       "246733  2013      6   27      13.0      138.0     332.0      162.0      B6   \n",
+       "246734  2013      6   27      21.0      191.0     206.0      203.0      B6   \n",
+       "246735  2013      6   27      22.0      241.0     129.0      209.0      UA   \n",
+       "246736  2013      6   27      26.0       86.0     149.0      101.0      B6   \n",
+       "246737  2013      6   27      26.0      426.0     153.0      383.0      DL   \n",
+       "246738  2013      6   27      31.0      106.0     207.0      126.0      B6   \n",
+       "246739  2013      6   27      32.0      332.0     144.0      317.0      EV   \n",
+       "246740  2013      6   27      36.0      316.0     247.0      277.0      AA   \n",
+       "246741  2013      6   27     102.0      137.0     223.0      140.0      B6   \n",
+       "246742  2013      6   27     102.0      137.0     211.0      127.0      B6   \n",
+       "246743  2013      6   27     108.0      248.0     349.0      253.0      B6   \n",
+       "246744  2013      6   27     128.0      299.0     416.0      257.0      UA   \n",
+       "246745  2013      6   27     137.0      282.0     400.0      242.0      UA   \n",
+       "246746  2013      6   27     143.0      408.0     324.0      385.0      US   \n",
+       "246747  2013      6   27     143.0      313.0     245.0      290.0      WN   \n",
+       "246748  2013      6   27     148.0      258.0     448.0      274.0      B6   \n",
+       "246749  2013      6   27     209.0      199.0     323.0      189.0      B6   \n",
+       "246750  2013      6   27     211.0      281.0     421.0      262.0      B6   \n",
+       "246751  2013      6   27     217.0      138.0     550.0      126.0      B6   \n",
+       "246752  2013      6   27     218.0      318.0     413.0      294.0      DL   \n",
+       "246753  2013      6   27     221.0      381.0     309.0      340.0      B6   \n",
+       "246754  2013      6   27     221.0      142.0     554.0      134.0      B6   \n",
+       "246796  2013      6   27     615.0      790.0     853.0      769.0      DL   \n",
+       "246883  2013      6   27     732.0       92.0     854.0       99.0      MQ   \n",
+       "246886  2013      6   27     732.0      787.0     932.0      780.0      DL   \n",
+       "246893  2013      6   27     745.0       85.0     942.0       80.0      EV   \n",
+       "246911  2013      6   27     753.0      803.0     937.0      802.0      AA   \n",
+       "247010  2013      6   27     920.0       65.0    1024.0       49.0      MQ   \n",
+       "247015  2013      6   27     925.0       85.0    1028.0       79.0      B6   \n",
+       "247040  2013      6   27     959.0      899.0    1236.0      850.0      DL   \n",
+       "247054  2013      6   27    1013.0       73.0    1210.0       44.0      EV   \n",
+       "247116  2013      6   27    1142.0      103.0    1341.0       94.0      EV   \n",
+       "247117  2013      6   27    1144.0      159.0    1239.0      143.0      B6   \n",
+       "247120  2013      6   27    1149.0       79.0    1457.0       72.0      AA   \n",
+       "247127  2013      6   27    1154.0      119.0    1418.0       88.0      AA   \n",
+       "247137  2013      6   27    1158.0      115.0    1330.0      115.0      FL   \n",
+       "247140  2013      6   27    1201.0       64.0    1416.0       38.0      UA   \n",
+       "247144  2013      6   27    1205.0       95.0    1549.0      119.0      VX   \n",
+       "247153  2013      6   27    1214.0      104.0    1511.0       86.0      VX   \n",
+       "247155  2013      6   27    1230.0       75.0    1435.0       90.0      MQ   \n",
+       "247156  2013      6   27    1230.0       75.0    1340.0       70.0      MQ   \n",
+       "247157  2013      6   27    1232.0       68.0    1354.0       80.0      B6   \n",
+       "247178  2013      6   27    1254.0       94.0    1402.0       89.0      B6   \n",
+       "247197  2013      6   27    1319.0       79.0    1626.0       79.0      UA   \n",
+       "247204  2013      6   27    1324.0       74.0    1559.0       59.0      AA   \n",
+       "247206  2013      6   27    1326.0       61.0    1604.0       41.0      UA   \n",
+       "247213  2013      6   27    1335.0       81.0    1426.0       51.0      UA   \n",
+       "247230  2013      6   27    1406.0       65.0    1505.0       54.0      EV   \n",
+       "247237  2013      6   27    1426.0       71.0    1715.0       77.0      B6   \n",
+       "247239  2013      6   27    1429.0      114.0    1640.0      130.0      EV   \n",
+       "247240  2013      6   27    1430.0       90.0    1548.0       88.0      EV   \n",
+       "247258  2013      6   27    1449.0       94.0    1616.0       87.0      EV   \n",
+       "247267  2013      6   27    1454.0      135.0    1800.0      146.0      B6   \n",
+       "247276  2013      6   27    1502.0       82.0    1650.0       55.0      WN   \n",
+       "247277  2013      6   27    1504.0      127.0    1551.0      118.0      EV   \n",
+       "247285  2013      6   27    1513.0       93.0    1615.0       79.0      EV   \n",
+       "247295  2013      6   27    1517.0       62.0    1726.0       57.0      DL   \n",
+       "247304  2013      6   27    1530.0       90.0    1727.0       85.0      EV   \n",
+       "247311  2013      6   27    1539.0      100.0    1816.0      133.0      B6   \n",
+       "247327  2013      6   27    1556.0       86.0    1910.0       88.0      UA   \n",
+       "247328  2013      6   27    1556.0       61.0    1745.0       93.0      EV   \n",
+       "247337  2013      6   27    1608.0       73.0    1738.0       63.0      MQ   \n",
+       "247342  2013      6   27    1616.0       91.0    1752.0       70.0      9E   \n",
+       "247348  2013      6   27    1619.0      109.0    1744.0      110.0      EV   \n",
+       "247354  2013      6   27    1623.0       94.0    1819.0      121.0      UA   \n",
+       "247356  2013      6   27    1624.0       85.0    1928.0      149.0      EV   \n",
+       "247369  2013      6   27    1636.0       66.0    2128.0      163.0      B6   \n",
+       "247371  2013      6   27    1639.0       72.0    1847.0      115.0      EV   \n",
+       "247372  2013      6   27    1640.0      130.0    2057.0      202.0      B6   \n",
+       "247373  2013      6   27    1640.0      131.0    2025.0      115.0      B6   \n",
+       "247374  2013      6   27    1642.0       77.0    2038.0      178.0      MQ   \n",
+       "247378  2013      6   27    1649.0       64.0    2009.0       58.0      DL   \n",
+       "247387  2013      6   27    1658.0       73.0    1843.0       68.0      UA   \n",
+       "247390  2013      6   27    1700.0      121.0    2026.0      160.0      B6   \n",
+       "247393  2013      6   27    1704.0       64.0    2125.0      156.0      B6   \n",
+       "247402  2013      6   27    1708.0       73.0    2023.0      137.0      EV   \n",
+       "247406  2013      6   27    1710.0       85.0    2016.0      130.0      DL   \n",
+       "247408  2013      6   27    1712.0       67.0    1828.0       48.0      AA   \n",
+       "247411  2013      6   27    1720.0       63.0    1919.0       95.0      YV   \n",
+       "247414  2013      6   27    1725.0       95.0    1943.0      139.0      UA   \n",
+       "247418  2013      6   27    1731.0      101.0    2012.0      127.0      WN   \n",
+       "247426  2013      6   27    1745.0       69.0    1909.0       64.0      B6   \n",
+       "247436  2013      6   27    1754.0       99.0    2025.0      136.0      EV   \n",
+       "247440  2013      6   27    1757.0       62.0    2012.0       72.0      US   \n",
+       "247441  2013      6   27    1802.0      107.0    2120.0      170.0      EV   \n",
+       "247445  2013      6   27    1811.0       72.0    2002.0       89.0      EV   \n",
+       "247450  2013      6   27    1817.0      168.0    2208.0      227.0      B6   \n",
+       "247456  2013      6   27    1828.0      118.0    2240.0      161.0      VX   \n",
+       "247457  2013      6   27    1828.0       68.0    1958.0       69.0      EV   \n",
+       "247458  2013      6   27    1829.0       79.0    2204.0      119.0      AA   \n",
+       "247459  2013      6   27    1829.0       84.0    2050.0      100.0      AA   \n",
+       "247460  2013      6   27    1829.0      114.0       NaN        NaN      EV   \n",
+       "247462  2013      6   27    1831.0      261.0       NaN        NaN      FL   \n",
+       "247463  2013      6   27    1832.0       67.0    2246.0      137.0      DL   \n",
+       "247469  2013      6   27    1838.0      139.0    2133.0      135.0      UA   \n",
+       "247470  2013      6   27    1840.0      161.0       NaN        NaN      9E   \n",
+       "247477  2013      6   27    1851.0      191.0    2152.0      251.0      US   \n",
+       "247481  2013      6   27    1859.0       98.0    2200.0      154.0      EV   \n",
+       "247482  2013      6   27    1859.0      124.0       NaN        NaN      EV   \n",
+       "247484  2013      6   27    1902.0      252.0    2147.0      242.0      UA   \n",
+       "247485  2013      6   27    1906.0       96.0    2034.0      106.0      B6   \n",
+       "247486  2013      6   27    1907.0      158.0    2228.0      245.0      EV   \n",
+       "247488  2013      6   27    1911.0       66.0    2029.0       39.0      AA   \n",
+       "247489  2013      6   27    1911.0      122.0    2222.0      148.0      B6   \n",
+       "247492  2013      6   27    1916.0       81.0       6.0      166.0      AA   \n",
+       "247493  2013      6   27    1917.0      132.0    2250.0      219.0      US   \n",
+       "247495  2013      6   27    1922.0      207.0    2220.0      276.0      B6   \n",
+       "247496  2013      6   27    1922.0      107.0    2056.0      101.0      WN   \n",
+       "247497  2013      6   27    1923.0       78.0    2243.0      123.0      DL   \n",
+       "247498  2013      6   27    1924.0      110.0    2317.0      201.0      FL   \n",
+       "247502  2013      6   27    1931.0      122.0    2327.0      152.0      VX   \n",
+       "247509  2013      6   27    1936.0       96.0    2156.0      104.0      DL   \n",
+       "247510  2013      6   27    1937.0       82.0    2113.0       88.0      WN   \n",
+       "247511  2013      6   27    1937.0      278.0     107.0      400.0      DL   \n",
+       "247513  2013      6   27    1938.0       98.0    2137.0      142.0      US   \n",
+       "247515  2013      6   27    1943.0      224.0     104.0      350.0      DL   \n",
+       "247517  2013      6   27    1945.0      146.0    2227.0      212.0      B6   \n",
+       "247520  2013      6   27    1946.0      106.0    2106.0      100.0      UA   \n",
+       "247521  2013      6   27    1946.0      201.0    2218.0      218.0      DL   \n",
+       "247525  2013      6   27    1948.0       83.0    2319.0       94.0      AS   \n",
+       "247526  2013      6   27    1948.0       78.0    2349.0      191.0      DL   \n",
+       "247527  2013      6   27    1948.0       88.0       7.0      196.0      DL   \n",
+       "247528  2013      6   27    1950.0      110.0    2348.0      238.0      MQ   \n",
+       "247529  2013      6   27    1951.0      148.0       NaN        NaN      UA   \n",
+       "247531  2013      6   27    1953.0      158.0    2354.0      242.0      9E   \n",
+       "247537  2013      6   27    1959.0       89.0    2147.0      127.0      MQ   \n",
+       "247542  2013      6   27    2001.0      143.0       NaN        NaN      EV   \n",
+       "247544  2013      6   27    2003.0      108.0    2305.0      108.0      UA   \n",
+       "247546  2013      6   27    2005.0       66.0       2.0      135.0      B6   \n",
+       "247552  2013      6   27    2025.0       70.0      17.0      107.0      AA   \n",
+       "247553  2013      6   27    2029.0       94.0      42.0      146.0      B6   \n",
+       "247554  2013      6   27    2032.0      152.0    2259.0      209.0      WN   \n",
+       "247556  2013      6   27    2039.0       80.0      52.0      162.0      UA   \n",
+       "247557  2013      6   27    2039.0      184.0    2345.0      195.0      AA   \n",
+       "247560  2013      6   27    2042.0       82.0    2148.0       61.0      UA   \n",
+       "247561  2013      6   27    2045.0       85.0    2349.0      184.0      AA   \n",
+       "247562  2013      6   27    2046.0      166.0     110.0      220.0      B6   \n",
+       "247563  2013      6   27    2046.0      101.0       9.0      204.0      WN   \n",
+       "247564  2013      6   27    2046.0       61.0    2346.0      117.0      EV   \n",
+       "247566  2013      6   27    2050.0      150.0       NaN        NaN      9E   \n",
+       "247567  2013      6   27    2051.0       81.0     117.0      149.0      B6   \n",
+       "247571  2013      6   27    2102.0       62.0       9.0      177.0      US   \n",
+       "247576  2013      6   27    2134.0       63.0      33.0      105.0      B6   \n",
+       "247578  2013      6   27    2139.0       94.0      35.0      166.0      B6   \n",
+       "247579  2013      6   27    2141.0       73.0      20.0       41.0      UA   \n",
+       "247580  2013      6   27    2146.0      226.0     109.0      247.0      B6   \n",
+       "247581  2013      6   27    2153.0      163.0     117.0      160.0      DL   \n",
+       "247582  2013      6   27    2159.0      149.0      41.0      165.0      9E   \n",
+       "247583  2013      6   27    2159.0      209.0    2351.0      176.0      WN   \n",
+       "247584  2013      6   27    2201.0       96.0     123.0      119.0      UA   \n",
+       "247585  2013      6   27    2202.0       73.0     132.0      104.0      B6   \n",
+       "247587  2013      6   27    2206.0      101.0      16.0       67.0      UA   \n",
+       "247588  2013      6   27    2209.0      129.0     113.0      123.0      UA   \n",
+       "247589  2013      6   27    2209.0      222.0    2322.0      219.0      EV   \n",
+       "247591  2013      6   27    2214.0       74.0     145.0      100.0      DL   \n",
+       "247592  2013      6   27    2216.0      317.0      39.0      320.0      DL   \n",
+       "247594  2013      6   27    2223.0      271.0      57.0      248.0      UA   \n",
+       "247595  2013      6   27    2223.0      204.0      50.0      209.0      FL   \n",
+       "247596  2013      6   27    2224.0       81.0      21.0       71.0      UA   \n",
+       "247597  2013      6   27    2224.0      189.0      59.0      174.0      AA   \n",
+       "247598  2013      6   27    2230.0      255.0      48.0      223.0      UA   \n",
+       "247599  2013      6   27    2235.0       76.0     106.0       72.0      B6   \n",
+       "247600  2013      6   27    2242.0      257.0    2344.0      219.0      MQ   \n",
+       "247601  2013      6   27    2244.0      334.0      57.0      297.0      WN   \n",
+       "247602  2013      6   27    2245.0       85.0     113.0       99.0      B6   \n",
+       "247603  2013      6   27    2259.0      180.0      43.0      164.0      EV   \n",
+       "247604  2013      6   27    2304.0      249.0     253.0      278.0      VX   \n",
+       "247607  2013      6   27    2309.0      436.0      20.0      431.0      EV   \n",
+       "247608  2013      6   27    2311.0      316.0     121.0      311.0      MQ   \n",
+       "247609  2013      6   27    2311.0      131.0     228.0      136.0      DL   \n",
+       "247610  2013      6   27    2315.0      340.0     105.0      328.0      YV   \n",
+       "247611  2013      6   27    2316.0       86.0     218.0       78.0      AA   \n",
+       "247612  2013      6   27    2316.0      167.0     301.0      182.0      B6   \n",
+       "247613  2013      6   27    2323.0       98.0      47.0       92.0      DL   \n",
+       "247614  2013      6   27    2324.0      294.0      38.0      283.0      MQ   \n",
+       "247615  2013      6   27    2325.0      204.0     230.0      205.0      VX   \n",
+       "247616  2013      6   27    2326.0      121.0     133.0       94.0      UA   \n",
+       "247617  2013      6   27    2326.0      207.0      45.0      185.0      EV   \n",
+       "247618  2013      6   27    2332.0       97.0     243.0      120.0      B6   \n",
+       "247619  2013      6   27    2334.0      419.0      32.0      387.0      EV   \n",
+       "247620  2013      6   27    2336.0      307.0     201.0      328.0      US   \n",
+       "247621  2013      6   27    2341.0      321.0     152.0      300.0      9E   \n",
+       "247622  2013      6   27    2346.0      316.0     518.0        NaN      B6   \n",
+       "247623  2013      6   27    2346.0       61.0     259.0       84.0      B6   \n",
+       "247624  2013      6   27    2347.0      132.0     236.0      148.0      B6   \n",
+       "247625  2013      6   27    2347.0      198.0     137.0      184.0      EV   \n",
+       "247626  2013      6   27    2348.0      405.0     224.0      390.0      UA   \n",
+       "247627  2013      6   27    2354.0      189.0      54.0      175.0      B6   \n",
+       "247628  2013      6   27    2354.0      294.0     322.0      292.0      DL   \n",
+       "247629  2013      6   27    2355.0      355.0     113.0      326.0      UA   \n",
+       "247630  2013      6   27    2356.0      175.0     414.0      194.0      B6   \n",
+       "247726  2013      6   28       2.0      167.0     212.0      143.0      DL   \n",
+       "247727  2013      6   28       6.0      216.0     103.0      188.0      WN   \n",
+       "247728  2013      6   28       7.0      277.0     113.0      241.0      9E   \n",
+       "247729  2013      6   28      13.0      193.0     240.0      184.0      B6   \n",
+       "247730  2013      6   28      19.0      189.0     135.0      172.0      B6   \n",
+       "247731  2013      6   28      19.0       94.0     258.0       83.0      B6   \n",
+       "247732  2013      6   28      25.0      180.0     235.0      161.0      B6   \n",
+       "247733  2013      6   28      32.0      217.0     125.0      175.0      WN   \n",
+       "247734  2013      6   28      33.0      158.0     318.0      155.0      B6   \n",
+       "247735  2013      6   28      34.0      189.0     247.0      168.0      UA   \n",
+       "247736  2013      6   28      38.0      398.0     236.0      357.0      DL   \n",
+       "247737  2013      6   28      40.0      110.0     152.0       98.0      B6   \n",
+       "247738  2013      6   28      45.0      190.0     343.0      193.0      B6   \n",
+       "247739  2013      6   28      50.0      195.0     313.0      185.0      B6   \n",
+       "247740  2013      6   28      51.0      276.0     322.0      262.0      UA   \n",
+       "247741  2013      6   28      52.0      382.0     258.0      363.0      WN   \n",
+       "247742  2013      6   28      58.0      328.0     419.0      339.0      DL   \n",
+       "247743  2013      6   28      59.0      323.0     341.0      308.0      B6   \n",
+       "247744  2013      6   28     106.0      396.0     346.0      366.0      B6   \n",
+       "247745  2013      6   28     107.0      218.0     158.0      196.0      EV   \n",
+       "247746  2013      6   28     121.0      502.0     329.0      490.0      DL   \n",
+       "247747  2013      6   28     125.0       86.0     458.0       74.0      B6   \n",
+       "247748  2013      6   28     125.0      500.0     316.0      485.0      US   \n",
+       "247749  2013      6   28     139.0      233.0     407.0      217.0      B6   \n",
+       "247750  2013      6   28     144.0      284.0     359.0      280.0      DL   \n",
+       "247751  2013      6   28     150.0      410.0     356.0      386.0      DL   \n",
+       "247752  2013      6   28     154.0      454.0     405.0      434.0      DL   \n",
+       "247753  2013      6   28     157.0      267.0     430.0      256.0      B6   \n",
+       "247754  2013      6   28     159.0      240.0     258.0      209.0      EV   \n",
+       "247755  2013      6   28     207.0      312.0     435.0      277.0      UA   \n",
+       "247756  2013      6   28     317.0      198.0     652.0      182.0      B6   \n",
+       "247861  2013      6   28     720.0       80.0     822.0       66.0      EV   \n",
+       "247933  2013      6   28     835.0      105.0    1109.0       98.0      B6   \n",
+       "247935  2013      6   28     837.0      122.0    1112.0      115.0      UA   \n",
+       "247939  2013      6   28     838.0       68.0    1116.0       66.0      B6   \n",
+       "247941  2013      6   28     839.0      112.0    1002.0      113.0      B6   \n",
+       "247947  2013      6   28     847.0       62.0    1129.0       55.0      B6   \n",
+       "247980  2013      6   28     914.0      104.0    1223.0      118.0      AA   \n",
+       "247985  2013      6   28     925.0       90.0    1035.0       70.0      UA   \n",
+       "247988  2013      6   28     928.0       73.0    1037.0       62.0      MQ   \n",
+       "248018  2013      6   28    1003.0      103.0    1203.0       81.0      9E   \n",
+       "248025  2013      6   28    1015.0       82.0    1314.0       62.0      B6   \n",
+       "248028  2013      6   28    1019.0      144.0    1213.0      143.0      US   \n",
+       "248030  2013      6   28    1022.0      131.0    1219.0      119.0      EV   \n",
+       "248031  2013      6   28    1023.0       93.0    1141.0       87.0      9E   \n",
+       "248037  2013      6   28    1026.0      121.0    1213.0      116.0      US   \n",
+       "248046  2013      6   28    1041.0       96.0    1332.0       67.0      DL   \n",
+       "248048  2013      6   28    1044.0       74.0    1222.0       46.0      EV   \n",
+       "248069  2013      6   28    1107.0       92.0    1349.0       88.0      B6   \n",
+       "248076  2013      6   28    1115.0       62.0    1308.0       53.0      EV   \n",
+       "248089  2013      6   28    1135.0       70.0    1423.0       75.0      B6   \n",
+       "248091  2013      6   28    1137.0       98.0    1402.0       97.0      B6   \n",
+       "248098  2013      6   28    1148.0       78.0    1507.0       82.0      AA   \n",
+       "248108  2013      6   28    1155.0       86.0    1426.0      107.0      US   \n",
+       "248121  2013      6   28    1204.0       94.0    1515.0       85.0      VX   \n",
+       "248124  2013      6   28    1207.0      107.0    1351.0      105.0      US   \n",
+       "248126  2013      6   28    1210.0      100.0    1509.0       84.0      VX   \n",
+       "248127  2013      6   28    1211.0      102.0    1456.0      106.0      B6   \n",
+       "248133  2013      6   28    1230.0      125.0    1338.0       93.0      AA   \n",
+       "248158  2013      6   28    1259.0       64.0    1418.0       68.0      MQ   \n",
+       "248163  2013      6   28    1307.0       67.0    1603.0       56.0      UA   \n",
+       "248171  2013      6   28    1320.0       80.0    1608.0       73.0      DL   \n",
+       "248176  2013      6   28    1322.0       72.0    1435.0       45.0      AA   \n",
+       "248177  2013      6   28    1322.0       91.0    1458.0       88.0      EV   \n",
+       "248196  2013      6   28    1350.0      105.0    1621.0      111.0      MQ   \n",
+       "248206  2013      6   28    1402.0       87.0    1629.0      119.0      EV   \n",
+       "248207  2013      6   28    1403.0       63.0    1502.0       37.0      UA   \n",
+       "248217  2013      6   28    1417.0      123.0    1521.0      106.0      UA   \n",
+       "248223  2013      6   28    1430.0       75.0    1559.0       70.0      EV   \n",
+       "248259  2013      6   28    1508.0       88.0    1736.0      101.0      WN   \n",
+       "248260  2013      6   28    1513.0      133.0    1757.0      158.0      EV   \n",
+       "248273  2013      6   28    1527.0      102.0    1821.0       96.0      AA   \n",
+       "248279  2013      6   28    1535.0       96.0    1742.0       99.0      B6   \n",
+       "248281  2013      6   28    1539.0      134.0    1705.0      125.0      MQ   \n",
+       "248291  2013      6   28    1553.0      102.0    1906.0      124.0      B6   \n",
+       "248299  2013      6   28    1555.0       61.0    1756.0       46.0      EV   \n",
+       "248311  2013      6   28    1605.0      155.0    1859.0      159.0      UA   \n",
+       "248312  2013      6   28    1605.0       70.0    1820.0       65.0      DL   \n",
+       "248314  2013      6   28    1610.0       75.0    1833.0      108.0      MQ   \n",
+       "248317  2013      6   28    1612.0      145.0    1912.0      148.0      DL   \n",
+       "248322  2013      6   28    1617.0       78.0    1921.0       80.0      9E   \n",
+       "248326  2013      6   28    1620.0       80.0    1920.0       82.0      B6   \n",
+       "248327  2013      6   28    1622.0       89.0    1931.0       96.0      B6   \n",
+       "248331  2013      6   28    1627.0       72.0    1945.0       89.0      DL   \n",
+       "248332  2013      6   28    1629.0       94.0    1749.0       79.0      DL   \n",
+       "248336  2013      6   28    1632.0      107.0    1917.0      155.0      9E   \n",
+       "248337  2013      6   28    1632.0      117.0    1910.0      150.0      DL   \n",
+       "248340  2013      6   28    1634.0       64.0    1939.0      104.0      MQ   \n",
+       "248345  2013      6   28    1642.0      107.0    1913.0       81.0      UA   \n",
+       "248348  2013      6   28    1645.0       75.0    2003.0       67.0      DL   \n",
+       "248353  2013      6   28    1659.0      149.0    2048.0      186.0      UA   \n",
+       "248354  2013      6   28    1659.0       92.0    1820.0       88.0      EV   \n",
+       "248363  2013      6   28    1704.0       84.0    1939.0      118.0      US   \n",
+       "248364  2013      6   28    1706.0      141.0    1851.0      157.0      UA   \n",
+       "248366  2013      6   28    1707.0      132.0    2010.0      127.0      UA   \n",
+       "248369  2013      6   28    1712.0       77.0    1925.0       79.0      EV   \n",
+       "248371  2013      6   28    1717.0       72.0    1848.0       68.0      AA   \n",
+       "248372  2013      6   28    1718.0       63.0    1918.0       47.0      DL   \n",
+       "248375  2013      6   28    1722.0      112.0    2058.0      133.0      B6   \n",
+       "248376  2013      6   28    1725.0       65.0    2012.0       79.0      9E   \n",
+       "248378  2013      6   28    1727.0      122.0    1948.0      128.0      MQ   \n",
+       "248384  2013      6   28    1730.0      100.0    1906.0      102.0      UA   \n",
+       "248385  2013      6   28    1732.0      122.0    2049.0      129.0      DL   \n",
+       "248388  2013      6   28    1735.0       70.0    1920.0       72.0      DL   \n",
+       "248392  2013      6   28    1738.0       69.0    2118.0      111.0      B6   \n",
+       "248393  2013      6   28    1740.0      180.0    1939.0      176.0      DL   \n",
+       "248400  2013      6   28    1755.0       85.0    2017.0       92.0      MQ   \n",
+       "248403  2013      6   28    1800.0       90.0    2048.0       75.0      B6   \n",
+       "248404  2013      6   28    1800.0      140.0    1916.0      133.0      US   \n",
+       "248406  2013      6   28    1803.0      113.0    2103.0      173.0      EV   \n",
+       "248407  2013      6   28    1806.0       61.0    2012.0       45.0      UA   \n",
+       "248410  2013      6   28    1808.0       83.0    1946.0       91.0      WN   \n",
+       "248412  2013      6   28    1810.0       75.0    2203.0      118.0      VX   \n",
+       "248413  2013      6   28    1811.0      191.0    2025.0      243.0      US   \n",
+       "248417  2013      6   28    1823.0      124.0    2204.0      166.0      UA   \n",
+       "248424  2013      6   28    1829.0       90.0    2001.0       88.0      EV   \n",
+       "248426  2013      6   28    1832.0       92.0    2203.0      134.0      UA   \n",
+       "248430  2013      6   28    1835.0       90.0    2000.0       65.0      AA   \n",
+       "248431  2013      6   28    1836.0       96.0    2003.0       80.0      UA   \n",
+       "248432  2013      6   28    1836.0       73.0    2132.0       79.0      UA   \n",
+       "248433  2013      6   28    1837.0      132.0    2050.0      155.0      MQ   \n",
+       "248434  2013      6   28    1842.0       73.0    2202.0       63.0      UA   \n",
+       "248435  2013      6   28    1848.0      105.0    2124.0       90.0      UA   \n",
+       "248436  2013      6   28    1848.0       73.0    2118.0       48.0      AA   \n",
+       "248439  2013      6   28    1852.0      142.0    2313.0      194.0      VX   \n",
+       "248445  2013      6   28    1905.0      200.0    2231.0      211.0      AA   \n",
+       "248446  2013      6   28    1906.0      126.0    2150.0      185.0      MQ   \n",
+       "248447  2013      6   28    1907.0      269.0    2051.0      292.0      EV   \n",
+       "248449  2013      6   28    1909.0      104.0    2226.0      117.0      DL   \n",
+       "248450  2013      6   28    1910.0      154.0    2026.0      141.0      B6   \n",
+       "248452  2013      6   28    1915.0      119.0    2024.0       96.0      B6   \n",
+       "248453  2013      6   28    1916.0      376.0    2101.0      401.0      EV   \n",
+       "248454  2013      6   28    1917.0      198.0    2159.0      165.0      DL   \n",
+       "248457  2013      6   28    1927.0       87.0    2121.0       76.0      MQ   \n",
+       "248459  2013      6   28    1928.0       88.0    2350.0      140.0      B6   \n",
+       "248461  2013      6   28    1932.0      153.0    2139.0      154.0      9E   \n",
+       "248462  2013      6   28    1933.0      144.0    2220.0      146.0      B6   \n",
+       "248464  2013      6   28    1935.0      120.0    2256.0      108.0      DL   \n",
+       "248468  2013      6   28    1941.0      281.0    2252.0      328.0      EV   \n",
+       "248470  2013      6   28    1944.0       69.0    2314.0       79.0      AA   \n",
+       "248471  2013      6   28    1946.0       82.0    2237.0       62.0      UA   \n",
+       "248472  2013      6   28    1946.0      167.0    2204.0      185.0      EV   \n",
+       "248473  2013      6   28    1949.0      134.0    2108.0      122.0      DL   \n",
+       "248477  2013      6   28    1955.0      115.0    2333.0      151.0      B6   \n",
+       "248478  2013      6   28    1956.0      211.0    2203.0      202.0      DL   \n",
+       "248479  2013      6   28    1957.0      197.0    2104.0      171.0      9E   \n",
+       "248481  2013      6   28    2001.0      106.0    2229.0       83.0      UA   \n",
+       "248482  2013      6   28    2002.0      153.0    2339.0      164.0      VX   \n",
+       "248483  2013      6   28    2002.0       62.0    2341.0       71.0      DL   \n",
+       "248485  2013      6   28    2008.0      129.0    2312.0      126.0      DL   \n",
+       "248486  2013      6   28    2009.0      106.0    2253.0      131.0      UA   \n",
+       "248492  2013      6   28    2020.0      145.0      27.0      187.0      AA   \n",
+       "248493  2013      6   28    2021.0       81.0    2337.0       95.0      UA   \n",
+       "248494  2013      6   28    2024.0      109.0    2231.0      104.0      DL   \n",
+       "248495  2013      6   28    2026.0      146.0    2140.0      113.0      UA   \n",
+       "248496  2013      6   28    2027.0      123.0      23.0      174.0      B6   \n",
+       "248498  2013      6   28    2031.0      126.0    2245.0      133.0      DL   \n",
+       "248499  2013      6   28    2032.0      117.0    2324.0      100.0      UA   \n",
+       "248500  2013      6   28    2032.0      127.0    2346.0      121.0      AS   \n",
+       "248502  2013      6   28    2034.0      127.0    2209.0      146.0      EV   \n",
+       "248503  2013      6   28    2035.0      140.0    2203.0      138.0      WN   \n",
+       "248504  2013      6   28    2037.0      162.0    2151.0      150.0      B6   \n",
+       "248506  2013      6   28    2039.0      209.0    2307.0      187.0      WN   \n",
+       "248507  2013      6   28    2041.0       96.0    2154.0       69.0      WN   \n",
+       "248508  2013      6   28    2041.0       71.0       7.0       83.0      DL   \n",
+       "248509  2013      6   28    2043.0      193.0    2143.0      175.0      B6   \n",
+       "248510  2013      6   28    2048.0      208.0    2235.0      225.0      MQ   \n",
+       "248511  2013      6   28    2050.0       90.0    2230.0      105.0      AA   \n",
+       "248512  2013      6   28    2051.0      191.0    2302.0      167.0      WN   \n",
+       "248513  2013      6   28    2051.0       81.0    2338.0       74.0      DL   \n",
+       "248514  2013      6   28    2054.0      224.0      38.0      263.0      AA   \n",
+       "248515  2013      6   28    2054.0      119.0       4.0      119.0      VX   \n",
+       "248516  2013      6   28    2055.0       80.0    2400.0       58.0      DL   \n",
+       "248517  2013      6   28    2104.0      148.0    2252.0      157.0      B6   \n",
+       "248520  2013      6   28    2106.0      127.0    2343.0      116.0      B6   \n",
+       "248522  2013      6   28    2112.0      133.0    2254.0      148.0      EV   \n",
+       "248524  2013      6   28    2115.0      136.0    2219.0      103.0      UA   \n",
+       "248525  2013      6   28    2115.0      134.0      42.0      149.0      B6   \n",
+       "248526  2013      6   28    2123.0      113.0    2335.0       80.0      DL   \n",
+       "248528  2013      6   28    2126.0      109.0      18.0       62.0      UA   \n",
+       "248529  2013      6   28    2133.0      193.0    2350.0      178.0      9E   \n",
+       "248530  2013      6   28    2134.0       69.0     105.0      101.0      UA   \n",
+       "248531  2013      6   28    2138.0      258.0    2250.0      241.0      EV   \n",
+       "248532  2013      6   28    2145.0      155.0      31.0      114.0      DL   \n",
+       "248533  2013      6   28    2147.0      172.0     134.0      199.0      VX   \n",
+       "248534  2013      6   28    2150.0      230.0    2254.0      204.0      WN   \n",
+       "248535  2013      6   28    2155.0      155.0    2306.0      139.0      UA   \n",
+       "248536  2013      6   28    2157.0      178.0      11.0      170.0      FL   \n",
+       "248537  2013      6   28    2200.0       89.0      27.0       99.0      B6   \n",
+       "248538  2013      6   28    2201.0      150.0      51.0      134.0      UA   \n",
+       "248539  2013      6   28    2202.0      167.0    2355.0      144.0      EV   \n",
+       "248540  2013      6   28    2203.0      168.0      33.0      148.0      AA   \n",
+       "248541  2013      6   28    2204.0      224.0     143.0      242.0      DL   \n",
+       "248542  2013      6   28    2205.0      126.0    2332.0      112.0      EV   \n",
+       "248543  2013      6   28    2209.0      104.0     113.0      112.0      B6   \n",
+       "248544  2013      6   28    2210.0      131.0      32.0      118.0      EV   \n",
+       "248545  2013      6   28    2214.0       84.0     108.0       76.0      UA   \n",
+       "248546  2013      6   28    2214.0      100.0     140.0       70.0      UA   \n",
+       "248547  2013      6   28    2216.0      107.0     128.0       91.0      UA   \n",
+       "248548  2013      6   28    2218.0      173.0     109.0      172.0      UA   \n",
+       "248549  2013      6   28    2218.0      258.0    2343.0      211.0      DL   \n",
+       "248550  2013      6   28    2219.0      144.0       2.0      105.0      EV   \n",
+       "248551  2013      6   28    2220.0      285.0    2347.0      272.0      WN   \n",
+       "248552  2013      6   28    2221.0       76.0    2321.0       51.0      MQ   \n",
+       "248553  2013      6   28    2222.0      143.0      58.0      108.0      UA   \n",
+       "248554  2013      6   28    2223.0      263.0    2343.0      226.0      UA   \n",
+       "248555  2013      6   28    2223.0      175.0      17.0      166.0      EV   \n",
+       "248556  2013      6   28    2226.0      146.0     111.0      131.0      UA   \n",
+       "248557  2013      6   28    2226.0      247.0     127.0      249.0      B6   \n",
+       "248558  2013      6   28    2228.0      268.0    2333.0      247.0      UA   \n",
+       "248559  2013      6   28    2230.0       95.0    2331.0       70.0      UA   \n",
+       "248560  2013      6   28    2230.0      121.0      28.0      115.0      EV   \n",
+       "248561  2013      6   28    2233.0       69.0     135.0       81.0      UA   \n",
+       "248562  2013      6   28    2233.0      153.0    2341.0      132.0      B6   \n",
+       "248563  2013      6   28    2234.0       94.0    2340.0       88.0      US   \n",
+       "248565  2013      6   28    2244.0      159.0    2354.0      125.0      B6   \n",
+       "248566  2013      6   28    2246.0       77.0    2345.0       63.0      UA   \n",
+       "248567  2013      6   28    2248.0      228.0      43.0      180.0      DL   \n",
+       "248568  2013      6   28    2248.0      168.0     138.0      148.0      DL   \n",
+       "248570  2013      6   28    2252.0      112.0     137.0       92.0      DL   \n",
+       "248571  2013      6   28    2253.0      173.0      12.0      151.0      DL   \n",
+       "248572  2013      6   28    2258.0      149.0     203.0      124.0      B6   \n",
+       "248573  2013      6   28    2259.0       69.0     143.0       43.0      AA   \n",
+       "248574  2013      6   28    2302.0      154.0     145.0      126.0      UA   \n",
+       "248575  2013      6   28    2304.0      239.0      19.0      191.0      9E   \n",
+       "248576  2013      6   28    2305.0      170.0     119.0      163.0      EV   \n",
+       "248577  2013      6   28    2309.0      164.0      25.0      149.0      B6   \n",
+       "248578  2013      6   28    2311.0      206.0     107.0      198.0      EV   \n",
+       "248579  2013      6   28    2316.0      117.0     139.0      105.0      B6   \n",
+       "248580  2013      6   28    2316.0       91.0      25.0       70.0      DL   \n",
+       "248581  2013      6   28    2319.0      284.0      46.0      276.0      MQ   \n",
+       "248582  2013      6   28    2321.0      150.0     204.0      126.0      B6   \n",
+       "248583  2013      6   28    2321.0      126.0     305.0       94.0      DL   \n",
+       "248584  2013      6   28    2323.0      174.0     247.0      140.0      UA   \n",
+       "248585  2013      6   28    2329.0      254.0     214.0      224.0      AA   \n",
+       "248586  2013      6   28    2331.0      152.0      54.0      148.0      EV   \n",
+       "248587  2013      6   28    2335.0      170.0      36.0      157.0      B6   \n",
+       "248588  2013      6   28    2341.0      141.0     141.0      127.0      B6   \n",
+       "248589  2013      6   28    2342.0      343.0     219.0      333.0      B6   \n",
+       "248590  2013      6   28    2347.0      166.0     335.0      155.0      B6   \n",
+       "248591  2013      6   28    2350.0      181.0     229.0      161.0      B6   \n",
+       "248592  2013      6   28    2351.0      271.0     157.0      239.0      UA   \n",
+       "248593  2013      6   28    2352.0      223.0     232.0      198.0      UA   \n",
+       "248594  2013      6   28    2354.0      233.0     246.0      221.0      VX   \n",
+       "248595  2013      6   28    2355.0      240.0     130.0      225.0      MQ   \n",
+       "248596  2013      6   28    2359.0      216.0     200.0      211.0      EV   \n",
+       "248720  2013      6   29      11.0       71.0      59.0       51.0      B6   \n",
+       "248721  2013      6   29      15.0      194.0     349.0      169.0      B6   \n",
+       "248722  2013      6   29      17.0       92.0     123.0       80.0      B6   \n",
+       "248724  2013      6   29     118.0       79.0     445.0       65.0      B6   \n",
+       "248725  2013      6   29     125.0       86.0     455.0       71.0      B6   \n",
+       "248843  2013      6   29     756.0       69.0     929.0       80.0      B6   \n",
+       "248877  2013      6   29     828.0       73.0    1130.0       60.0      AA   \n",
+       "248889  2013      6   29     843.0       63.0    1033.0       43.0      WN   \n",
+       "248891  2013      6   29     849.0       79.0    1138.0       53.0      VX   \n",
+       "248913  2013      6   29     904.0       64.0    1025.0       28.0      DL   \n",
+       "248920  2013      6   29     913.0      176.0    1030.0      174.0      EV   \n",
+       "248922  2013      6   29     915.0       84.0    1014.0       78.0      EV   \n",
+       "248923  2013      6   29     917.0       62.0    1051.0       81.0      MQ   \n",
+       "248943  2013      6   29     950.0       63.0    1221.0       25.0      UA   \n",
+       "248961  2013      6   29    1006.0      131.0    1158.0      128.0      US   \n",
+       "248963  2013      6   29    1009.0       64.0    1326.0       63.0      DL   \n",
+       "248981  2013      6   29    1031.0      111.0    1145.0      111.0      EV   \n",
+       "248982  2013      6   29    1034.0      120.0    1321.0      111.0      UA   \n",
+       "248985  2013      6   29    1043.0      103.0    1305.0       92.0      DL   \n",
+       "249008  2013      6   29    1120.0       69.0    1244.0       48.0      EV   \n",
+       "249015  2013      6   29    1136.0       97.0    1328.0       87.0      US   \n",
+       "249024  2013      6   29    1153.0       73.0    1307.0       81.0      B6   \n",
+       "249031  2013      6   29    1157.0       68.0    1354.0       62.0      EV   \n",
+       "249037  2013      6   29    1202.0       67.0    1424.0       44.0      UA   \n",
+       "249040  2013      6   29    1203.0       94.0    1414.0       95.0      US   \n",
+       "249047  2013      6   29    1216.0       66.0    1530.0       83.0      B6   \n",
+       "249051  2013      6   29    1220.0      115.0    1531.0      143.0      B6   \n",
+       "249052  2013      6   29    1222.0      160.0    1503.0      171.0      EV   \n",
+       "249063  2013      6   29    1245.0       90.0    1524.0       64.0      DL   \n",
+       "249071  2013      6   29    1249.0      110.0    1422.0       77.0      EV   \n",
+       "249094  2013      6   29    1321.0       71.0    1511.0       66.0      EV   \n",
+       "249108  2013      6   29    1343.0      107.0    1534.0       86.0      EV   \n",
+       "249121  2013      6   29    1402.0       77.0    1727.0       97.0      AA   \n",
+       "249130  2013      6   29    1420.0      104.0    1647.0       64.0      UA   \n",
+       "249131  2013      6   29    1424.0      103.0    1613.0       97.0      EV   \n",
+       "249137  2013      6   29    1431.0       81.0    1609.0       79.0      AA   \n",
+       "249179  2013      6   29    1514.0      134.0    1705.0      120.0      MQ   \n",
+       "249187  2013      6   29    1518.0      157.0    1748.0      150.0      B6   \n",
+       "249207  2013      6   29    1543.0       63.0    1837.0       51.0      DL   \n",
+       "249215  2013      6   29    1555.0       70.0    1842.0       82.0      B6   \n",
+       "249222  2013      6   29    1602.0      161.0    1751.0      146.0      EV   \n",
+       "249231  2013      6   29    1613.0       86.0    1801.0       75.0      EV   \n",
+       "249242  2013      6   29    1624.0       84.0    1905.0       67.0      B6   \n",
+       "249244  2013      6   29    1625.0       90.0    1842.0       92.0      DL   \n",
+       "249248  2013      6   29    1628.0       89.0    1901.0       75.0      B6   \n",
+       "249260  2013      6   29    1634.0       64.0    1925.0       30.0      AA   \n",
+       "249262  2013      6   29    1637.0      132.0    1820.0      143.0      FL   \n",
+       "249265  2013      6   29    1644.0       84.0    1841.0       96.0      AA   \n",
+       "249266  2013      6   29    1650.0      149.0    1951.0      153.0      B6   \n",
+       "249281  2013      6   29    1706.0      106.0    1833.0       83.0      AA   \n",
+       "249282  2013      6   29    1708.0       93.0    1954.0       88.0      UA   \n",
+       "249294  2013      6   29    1715.0       85.0    1838.0       76.0      EV   \n",
+       "249307  2013      6   29    1727.0      117.0    2046.0      121.0      B6   \n",
+       "249316  2013      6   29    1734.0      104.0    2031.0      101.0      WN   \n",
+       "249317  2013      6   29    1735.0      196.0    2017.0      202.0      UA   \n",
+       "249318  2013      6   29    1735.0       89.0    2041.0       92.0      B6   \n",
+       "249320  2013      6   29    1741.0      111.0    1932.0      105.0      9E   \n",
+       "249322  2013      6   29    1741.0       71.0    2049.0       64.0      B6   \n",
+       "249324  2013      6   29    1747.0       87.0    2035.0       72.0      B6   \n",
+       "249325  2013      6   29    1747.0      147.0    1858.0      140.0      EV   \n",
+       "249327  2013      6   29    1749.0      169.0    1932.0      154.0      EV   \n",
+       "249338  2013      6   29    1801.0      116.0    1951.0      107.0      EV   \n",
+       "249339  2013      6   29    1803.0       78.0    2013.0       62.0      DL   \n",
+       "249343  2013      6   29    1810.0      100.0    2012.0      102.0      MQ   \n",
+       "249353  2013      6   29    1822.0      147.0    1956.0      132.0      B6   \n",
+       "249354  2013      6   29    1824.0       69.0    2103.0       74.0      9E   \n",
+       "249356  2013      6   29    1824.0       65.0    1945.0       57.0      EV   \n",
+       "249357  2013      6   29    1825.0       65.0    2019.0       54.0      DL   \n",
+       "249363  2013      6   29    1828.0       88.0    2000.0       73.0      EV   \n",
+       "249365  2013      6   29    1829.0       74.0    2014.0       42.0      UA   \n",
+       "249396  2013      6   29    1920.0      185.0    2115.0      192.0      9E   \n",
+       "249398  2013      6   29    1920.0       91.0    2017.0       78.0      EV   \n",
+       "249415  2013      6   29    1938.0       79.0    2310.0      112.0      B6   \n",
+       "249418  2013      6   29    1944.0      204.0    2212.0      199.0      9E   \n",
+       "249420  2013      6   29    1946.0       86.0    2215.0       85.0      9E   \n",
+       "249422  2013      6   29    1948.0       63.0    2231.0       75.0      DL   \n",
+       "249434  2013      6   29    2000.0       67.0    2254.0       31.0      UA   \n",
+       "249437  2013      6   29    2001.0       85.0    2157.0      102.0      B6   \n",
+       "249446  2013      6   29    2011.0       71.0    2244.0       51.0      DL   \n",
+       "249451  2013      6   29    2021.0      176.0    2224.0      157.0      UA   \n",
+       "249452  2013      6   29    2031.0       86.0    2230.0       84.0      9E   \n",
+       "249465  2013      6   29    2059.0       84.0    2336.0       76.0      9E   \n",
+       "249466  2013      6   29    2103.0      122.0       7.0      114.0      B6   \n",
+       "249468  2013      6   29    2105.0      130.0    2347.0      105.0      DL   \n",
+       "249469  2013      6   29    2106.0      270.0    2231.0      266.0      B6   \n",
+       "249473  2013      6   29    2114.0       62.0      12.0       60.0      UA   \n",
+       "249474  2013      6   29    2114.0      104.0    2351.0      117.0      9E   \n",
+       "249476  2013      6   29    2115.0       95.0    2309.0       81.0      EV   \n",
+       "249481  2013      6   29    2128.0      313.0    2238.0      284.0      EV   \n",
+       "249488  2013      6   29    2137.0      152.0      39.0      149.0      UA   \n",
+       "249496  2013      6   29    2208.0      158.0    2327.0      135.0      9E   \n",
+       "249498  2013      6   29    2213.0       82.0      55.0       57.0      B6   \n",
+       "249501  2013      6   29    2219.0      108.0      29.0      101.0      B6   \n",
+       "249502  2013      6   29    2222.0       72.0    2341.0       58.0      B6   \n",
+       "249505  2013      6   29    2242.0      223.0      45.0      178.0      B6   \n",
+       "249509  2013      6   29    2311.0      112.0     139.0      105.0      B6   \n",
+       "249532  2013      6   30      12.0      101.0     352.0       86.0      B6   \n",
+       "249533  2013      6   30      21.0       81.0     116.0       68.0      B6   \n",
+       "249534  2013      6   30      23.0      208.0     123.0      173.0      WN   \n",
+       "249536  2013      6   30      43.0      113.0     150.0       96.0      B6   \n",
+       "249537  2013      6   30      56.0      131.0     201.0      118.0      B6   \n",
+       "249538  2013      6   30     116.0       77.0     451.0       67.0      B6   \n",
+       "249539  2013      6   30     153.0      188.0     422.0      167.0      B6   \n",
+       "249540  2013      6   30     217.0      138.0     545.0      125.0      B6   \n",
+       "249665  2013      6   30     802.0      107.0    1119.0      129.0      AA   \n",
+       "249718  2013      6   30     853.0      122.0    1056.0      121.0      UA   \n",
+       "249814  2013      6   30    1054.0      144.0    1215.0      125.0      9E   \n",
+       "249839  2013      6   30    1139.0       69.0    1327.0       45.0      EV   \n",
+       "249892  2013      6   30    1250.0       61.0    1430.0       62.0      EV   \n",
+       "249915  2013      6   30    1313.0      123.0    1630.0      138.0      DL   \n",
+       "249924  2013      6   30    1331.0       61.0    1553.0       94.0      EV   \n",
+       "249961  2013      6   30    1426.0       61.0    1612.0       62.0      EV   \n",
+       "249963  2013      6   30    1427.0       87.0    1659.0      100.0      EV   \n",
+       "249975  2013      6   30    1447.0      217.0    1728.0      288.0      9E   \n",
+       "249982  2013      6   30    1452.0       87.0    1657.0      145.0      US   \n",
+       "249986  2013      6   30    1453.0      123.0    1621.0      106.0      EV   \n",
+       "250003  2013      6   30    1508.0      108.0    1746.0       98.0      UA   \n",
+       "250012  2013      6   30    1522.0      127.0    1859.0      181.0      B6   \n",
+       "250015  2013      6   30    1526.0      151.0    1752.0      207.0      WN   \n",
+       "250041  2013      6   30    1622.0      113.0    1843.0      104.0      MQ   \n",
+       "250043  2013      6   30    1627.0       67.0    1917.0       65.0      UA   \n",
+       "250044  2013      6   30    1628.0       89.0    1839.0      110.0      MQ   \n",
+       "250047  2013      6   30    1629.0      150.0    2018.0      178.0      DL   \n",
+       "250050  2013      6   30    1639.0       69.0    1754.0       64.0      WN   \n",
+       "250056  2013      6   30    1650.0      205.0    1835.0      233.0      EV   \n",
+       "250057  2013      6   30    1654.0       74.0    2105.0      127.0      UA   \n",
+       "250062  2013      6   30    1658.0       75.0    1846.0       73.0      UA   \n",
+       "250064  2013      6   30    1704.0       74.0    1824.0       61.0      UA   \n",
+       "250065  2013      6   30    1705.0      125.0    2051.0      173.0      B6   \n",
+       "250070  2013      6   30    1715.0       76.0    1839.0       53.0      EV   \n",
+       "250073  2013      6   30    1726.0      116.0    2057.0      122.0      AA   \n",
+       "250078  2013      6   30    1733.0       93.0    2017.0      122.0      MQ   \n",
+       "250082  2013      6   30    1736.0       97.0    2016.0      108.0      9E   \n",
+       "250083  2013      6   30    1736.0       66.0    2116.0       91.0      B6   \n",
+       "250086  2013      6   30    1739.0       81.0    1847.0       62.0      YV   \n",
+       "250087  2013      6   30    1741.0      111.0    2009.0      124.0      WN   \n",
+       "250088  2013      6   30    1741.0       97.0    1928.0      100.0      EV   \n",
+       "250089  2013      6   30    1743.0      253.0    1901.0      243.0      B6   \n",
+       "250097  2013      6   30    1757.0      177.0    2042.0      172.0      AA   \n",
+       "250098  2013      6   30    1759.0      134.0    2020.0      126.0      DL   \n",
+       "250099  2013      6   30    1759.0      186.0    1912.0      181.0      EV   \n",
+       "250102  2013      6   30    1800.0      120.0    1912.0      111.0      US   \n",
+       "250103  2013      6   30    1802.0      122.0    2115.0      146.0      B6   \n",
+       "250105  2013      6   30    1805.0       65.0    1929.0       66.0      US   \n",
+       "250106  2013      6   30    1805.0       92.0    1918.0       75.0      EV   \n",
+       "250107  2013      6   30    1809.0       99.0    2143.0      104.0      VX   \n",
+       "250108  2013      6   30    1811.0      136.0    2029.0      165.0      B6   \n",
+       "250109  2013      6   30    1815.0       80.0    2138.0       93.0      VX   \n",
+       "250111  2013      6   30    1819.0      149.0    2056.0      131.0      AA   \n",
+       "250114  2013      6   30    1822.0      127.0    2002.0      127.0      DL   \n",
+       "250115  2013      6   30    1823.0      213.0    2115.0      209.0      UA   \n",
+       "250123  2013      6   30    1830.0      170.0    2042.0      163.0      UA   \n",
+       "250124  2013      6   30    1830.0      217.0    2122.0      207.0      B6   \n",
+       "250126  2013      6   30    1834.0      194.0    2010.0      180.0      AA   \n",
+       "250130  2013      6   30    1840.0       80.0    2133.0       68.0      AA   \n",
+       "250131  2013      6   30    1842.0       94.0    2244.0      131.0      UA   \n",
+       "250132  2013      6   30    1842.0      437.0    2229.0      469.0      AA   \n",
+       "250133  2013      6   30    1843.0      103.0    2138.0       98.0      AA   \n",
+       "250134  2013      6   30    1843.0       68.0    2035.0       67.0      US   \n",
+       "250135  2013      6   30    1844.0      139.0    2129.0      124.0      DL   \n",
+       "250137  2013      6   30    1848.0      146.0    2227.0      187.0      UA   \n",
+       "250138  2013      6   30    1852.0      136.0    2012.0      127.0      B6   \n",
+       "250140  2013      6   30    1855.0      280.0    2013.0      274.0      EV   \n",
+       "250142  2013      6   30    1857.0      217.0    2015.0      190.0      AA   \n",
+       "250144  2013      6   30    1900.0      150.0    2144.0      134.0      AA   \n",
+       "250146  2013      6   30    1900.0       90.0    2120.0       84.0      F9   \n",
+       "250147  2013      6   30    1903.0      107.0    2049.0      121.0      B6   \n",
+       "250148  2013      6   30    1905.0       65.0    2020.0       65.0      US   \n",
+       "250149  2013      6   30    1906.0      227.0    2134.0      212.0      UA   \n",
+       "250150  2013      6   30    1908.0      243.0    2141.0      232.0      UA   \n",
+       "250153  2013      6   30    1910.0       75.0    2116.0       66.0      MQ   \n",
+       "250154  2013      6   30    1910.0      191.0    2108.0      218.0      B6   \n",
+       "250161  2013      6   30    1920.0      127.0    2122.0       98.0      UA   \n",
+       "250162  2013      6   30    1920.0      110.0    2302.0      139.0      B6   \n",
+       "250163  2013      6   30    1921.0      121.0    2101.0       96.0      DL   \n",
+       "250166  2013      6   30    1925.0      135.0    2101.0      131.0      EV   \n",
+       "250168  2013      6   30    1927.0       72.0    2212.0       67.0      UA   \n",
+       "250169  2013      6   30    1927.0      142.0    2113.0      122.0      US   \n",
+       "250170  2013      6   30    1927.0       62.0    2213.0       50.0      DL   \n",
+       "250172  2013      6   30    1928.0      268.0    2101.0      279.0      US   \n",
+       "250173  2013      6   30    1930.0      180.0    2203.0      170.0      UA   \n",
+       "250174  2013      6   30    1931.0       61.0    2058.0       63.0      MQ   \n",
+       "250175  2013      6   30    1931.0      116.0    2209.0       99.0      AA   \n",
+       "250176  2013      6   30    1932.0       97.0    2323.0      123.0      AA   \n",
+       "250177  2013      6   30    1932.0       97.0    2136.0      135.0      B6   \n",
+       "250179  2013      6   30    1932.0       67.0    2148.0       79.0      DL   \n",
+       "250182  2013      6   30    1937.0      248.0    2243.0      262.0      B6   \n",
+       "250185  2013      6   30    1938.0       73.0    2046.0       65.0      EV   \n",
+       "250192  2013      6   30    1946.0      163.0    2103.0      153.0      EV   \n",
+       "250194  2013      6   30    1955.0      270.0    2151.0      266.0      MQ   \n",
+       "250197  2013      6   30    1958.0       83.0    2324.0       89.0      AA   \n",
+       "250198  2013      6   30    1959.0      195.0    2116.0      179.0      UA   \n",
+       "250200  2013      6   30    1959.0      150.0    2129.0      161.0      B6   \n",
+       "250201  2013      6   30    1959.0      184.0     223.0        NaN      US   \n",
+       "250204  2013      6   30    2005.0       70.0    2324.0       68.0      B6   \n",
+       "250205  2013      6   30    2005.0       95.0    2148.0       75.0      DL   \n",
+       "250206  2013      6   30    2006.0      126.0    2122.0      103.0      DL   \n",
+       "250207  2013      6   30    2006.0      231.0    2149.0      199.0      DL   \n",
+       "250210  2013      6   30    2013.0      183.0    2155.0      170.0      B6   \n",
+       "250211  2013      6   30    2013.0       74.0    2248.0       61.0      B6   \n",
+       "250212  2013      6   30    2013.0       78.0    2306.0       61.0      VX   \n",
+       "250214  2013      6   30    2015.0      184.0    2153.0      133.0      UA   \n",
+       "250215  2013      6   30    2016.0      244.0    2209.0      231.0      EV   \n",
+       "250216  2013      6   30    2019.0      119.0    2231.0      102.0      DL   \n",
+       "250218  2013      6   30    2021.0      146.0    2252.0      127.0      AA   \n",
+       "250219  2013      6   30    2021.0      172.0    2210.0      156.0      EV   \n",
+       "250221  2013      6   30    2023.0      235.0    2333.0      253.0      UA   \n",
+       "250224  2013      6   30    2024.0       64.0    2155.0       55.0      AA   \n",
+       "250229  2013      6   30    2028.0      188.0    2237.0      186.0      EV   \n",
+       "250230  2013      6   30    2030.0       86.0    2141.0       46.0      UA   \n",
+       "250231  2013      6   30    2031.0      152.0    2308.0      142.0      B6   \n",
+       "250232  2013      6   30    2031.0      242.0    2232.0      219.0      US   \n",
+       "250234  2013      6   30    2034.0       84.0    2328.0       54.0      DL   \n",
+       "250235  2013      6   30    2036.0      156.0    2214.0      144.0      MQ   \n",
+       "250237  2013      6   30    2038.0      188.0    2146.0      178.0      B6   \n",
+       "250238  2013      6   30    2038.0      238.0    2153.0      218.0      MQ   \n",
+       "250240  2013      6   30    2043.0      224.0    2246.0      221.0      9E   \n",
+       "250241  2013      6   30    2047.0      217.0    2325.0      205.0      WN   \n",
+       "250242  2013      6   30    2048.0      153.0    2209.0      144.0      WN   \n",
+       "250243  2013      6   30    2049.0      194.0    2352.0      202.0      AA   \n",
+       "250244  2013      6   30    2051.0      286.0    2302.0      286.0      EV   \n",
+       "250246  2013      6   30    2052.0      272.0    2354.0      271.0      B6   \n",
+       "250247  2013      6   30    2055.0      176.0    2331.0      153.0      DL   \n",
+       "250248  2013      6   30    2055.0      105.0    2222.0       86.0      EV   \n",
+       "250250  2013      6   30    2058.0      278.0    2347.0      242.0      AA   \n",
+       "250251  2013      6   30    2059.0      266.0    2234.0      260.0      EV   \n",
+       "250253  2013      6   30    2105.0       90.0    2245.0       85.0      MQ   \n",
+       "250254  2013      6   30    2105.0      158.0    2306.0      154.0      EV   \n",
+       "250255  2013      6   30    2108.0      153.0    2247.0      157.0      MQ   \n",
+       "250256  2013      6   30    2108.0      127.0      28.0      135.0      B6   \n",
+       "250257  2013      6   30    2109.0      318.0      15.0      336.0      UA   \n",
+       "250259  2013      6   30    2110.0      245.0    2255.0      225.0      AA   \n",
+       "250260  2013      6   30    2111.0      201.0    2344.0      179.0      UA   \n",
+       "250262  2013      6   30    2115.0      221.0    2336.0      220.0      FL   \n",
+       "250263  2013      6   30    2116.0      106.0      22.0      104.0      DL   \n",
+       "250264  2013      6   30    2117.0      117.0    2248.0      123.0      AA   \n",
+       "250267  2013      6   30    2121.0      111.0    2234.0      107.0      EV   \n",
+       "250271  2013      6   30    2126.0       65.0    2354.0       49.0      UA   \n",
+       "250273  2013      6   30    2127.0      207.0      31.0      209.0      B6   \n",
+       "250278  2013      6   30    2135.0      186.0    2316.0      163.0      US   \n",
+       "250279  2013      6   30    2136.0       71.0    2315.0       79.0      B6   \n",
+       "250280  2013      6   30    2137.0      180.0    2339.0      187.0      EV   \n",
+       "250281  2013      6   30    2138.0       97.0      22.0       88.0      B6   \n",
+       "250283  2013      6   30    2141.0      272.0      19.0      265.0      B6   \n",
+       "250284  2013      6   30    2142.0      126.0      37.0      124.0      B6   \n",
+       "250285  2013      6   30    2142.0      192.0    2319.0      154.0      EV   \n",
+       "250286  2013      6   30    2143.0      147.0      24.0      130.0      B6   \n",
+       "250287  2013      6   30    2144.0      139.0      31.0       91.0      UA   \n",
+       "250288  2013      6   30    2145.0      172.0    2329.0      153.0      EV   \n",
+       "250289  2013      6   30    2146.0      167.0    2354.0      153.0      FL   \n",
+       "250290  2013      6   30    2148.0      136.0      51.0      143.0      B6   \n",
+       "250292  2013      6   30    2149.0      350.0    2359.0      349.0      EV   \n",
+       "250293  2013      6   30    2150.0      411.0    2353.0      419.0      EV   \n",
+       "250294  2013      6   30    2151.0      166.0    2257.0      132.0      WN   \n",
+       "250295  2013      6   30    2154.0      281.0       9.0      291.0      EV   \n",
+       "250296  2013      6   30    2155.0      204.0      38.0      174.0      UA   \n",
+       "250298  2013      6   30    2156.0      357.0    2314.0      359.0      EV   \n",
+       "250301  2013      6   30    2158.0       67.0      53.0       55.0      B6   \n",
+       "250302  2013      6   30    2202.0       89.0     138.0       68.0      UA   \n",
+       "250303  2013      6   30    2203.0      112.0    2324.0       84.0      UA   \n",
+       "250304  2013      6   30    2203.0      222.0      46.0      177.0      UA   \n",
+       "250305  2013      6   30    2204.0      124.0    2334.0      114.0      MQ   \n",
+       "250307  2013      6   30    2205.0       66.0      12.0       52.0      EV   \n",
+       "250308  2013      6   30    2210.0      131.0    2333.0      111.0      EV   \n",
+       "250311  2013      6   30    2215.0      110.0      20.0      108.0      EV   \n",
+       "250312  2013      6   30    2215.0      140.0    2349.0      109.0      EV   \n",
+       "250315  2013      6   30    2222.0      232.0     109.0      209.0      B6   \n",
+       "250316  2013      6   30    2224.0      355.0     144.0      377.0      B6   \n",
+       "250317  2013      6   30    2224.0      245.0     124.0      246.0      B6   \n",
+       "250318  2013      6   30    2224.0       92.0      34.0      108.0      EV   \n",
+       "250319  2013      6   30    2225.0      160.0       5.0      116.0      UA   \n",
+       "250320  2013      6   30    2225.0       85.0      59.0       54.0      DL   \n",
+       "250321  2013      6   30    2226.0       81.0    2349.0       79.0      MQ   \n",
+       "250323  2013      6   30    2227.0      147.0    2330.0      134.0      US   \n",
+       "250324  2013      6   30    2228.0      148.0    2334.0      117.0      UA   \n",
+       "250325  2013      6   30    2229.0       88.0     218.0       78.0      B6   \n",
+       "250326  2013      6   30    2231.0      101.0     118.0       87.0      UA   \n",
+       "250327  2013      6   30    2231.0      125.0      16.0      139.0      EV   \n",
+       "250328  2013      6   30    2233.0      188.0     100.0      159.0      UA   \n",
+       "250329  2013      6   30    2238.0      163.0      59.0      146.0      EV   \n",
+       "250330  2013      6   30    2241.0       70.0      58.0       13.0      UA   \n",
+       "250332  2013      6   30    2244.0      134.0    2346.0      111.0      WN   \n",
+       "250333  2013      6   30    2244.0      194.0     127.0      197.0      DL   \n",
+       "250334  2013      6   30    2248.0       63.0    2359.0       45.0      DL   \n",
+       "250335  2013      6   30    2249.0       70.0    2346.0       48.0      UA   \n",
+       "250336  2013      6   30    2249.0      226.0     103.0      266.0      EV   \n",
+       "250337  2013      6   30    2252.0      325.0     113.0      269.0      UA   \n",
+       "250338  2013      6   30    2254.0      115.0    2359.0       94.0      UA   \n",
+       "250339  2013      6   30    2258.0       96.0       3.0       59.0      UA   \n",
+       "250340  2013      6   30    2259.0      119.0    2400.0      110.0      US   \n",
+       "250341  2013      6   30    2311.0      111.0     109.0       95.0      B6   \n",
+       "250342  2013      6   30    2314.0       99.0     151.0       81.0      B6   \n",
+       "250343  2013      6   30    2314.0      168.0     101.0      131.0      EV   \n",
+       "250344  2013      6   30    2316.0      151.0      14.0      135.0      B6   \n",
+       "250345  2013      6   30    2318.0      238.0      33.0      218.0      EV   \n",
+       "250346  2013      6   30    2321.0      171.0      32.0      150.0      FL   \n",
+       "250347  2013      6   30    2325.0       90.0     211.0       88.0      B6   \n",
+       "250348  2013      6   30    2325.0      120.0     118.0       84.0      B6   \n",
+       "250349  2013      6   30    2328.0      123.0      33.0      107.0      B6   \n",
+       "250350  2013      6   30    2334.0      298.0      50.0      275.0      B6   \n",
+       "250351  2013      6   30    2336.0      187.0     231.0      152.0      B6   \n",
+       "250352  2013      6   30    2343.0      194.0     205.0      182.0      EV   \n",
+       "250353  2013      6   30    2345.0      119.0     229.0      119.0      B6   \n",
+       "250354  2013      6   30    2347.0      142.0     105.0      132.0      EV   \n",
+       "250355  2013      6   30    2348.0      138.0     229.0      135.0      B6   \n",
+       "250356  2013      6   30    2354.0       69.0      53.0       54.0      B6   \n",
+       "250357  2013      6   30    2354.0       69.0     117.0       76.0      B6   \n",
+       "250358  2013      6   30    2357.0      165.0     223.0      144.0      UA   \n",
+       "250359  2013      6   30    2358.0       93.0      49.0       79.0      EV   \n",
+       "250360  2013      6   30    2359.0      169.0     118.0      155.0      B6   \n",
+       "250450  2013      7    1       1.0      212.0     236.0      157.0      B6   \n",
+       "250452  2013      7    1      29.0      104.0     151.0      110.0      B6   \n",
+       "250453  2013      7    1      43.0      193.0     322.0      188.0      B6   \n",
+       "250454  2013      7    1      44.0      174.0     300.0      120.0      AA   \n",
+       "250455  2013      7    1      46.0      235.0     304.0      186.0      B6   \n",
+       "250456  2013      7    1      48.0      287.0     308.0      243.0      VX   \n",
+       "250457  2013      7    1      58.0      183.0     335.0      172.0      B6   \n",
+       "250458  2013      7    1     100.0      194.0     327.0      177.0      B6   \n",
+       "250459  2013      7    1     100.0      135.0     337.0      122.0      B6   \n",
+       "250460  2013      7    1     107.0      142.0     158.0      119.0      B6   \n",
+       "250461  2013      7    1     111.0       72.0     448.0       68.0      B6   \n",
+       "250462  2013      7    1     114.0      219.0     310.0      182.0      B6   \n",
+       "250569  2013      7    1     724.0       84.0    1013.0      118.0      FL   \n",
+       "250610  2013      7    1     758.0       71.0     935.0       86.0      B6   \n",
+       "250627  2013      7    1     812.0      102.0    1222.0      237.0      MQ   \n",
+       "250656  2013      7    1     838.0      128.0    1015.0      148.0      B6   \n",
+       "250668  2013      7    1     848.0       78.0    1219.0      129.0      B6   \n",
+       "250679  2013      7    1     856.0      176.0    1053.0      215.0      EV   \n",
+       "250699  2013      7    1     934.0      214.0    1134.0      262.0      EV   \n",
+       "250702  2013      7    1     943.0      193.0    1250.0      243.0      EV   \n",
+       "250705  2013      7    1     949.0       99.0    1308.0      168.0      FL   \n",
+       "250720  2013      7    1    1012.0      217.0    1200.0      214.0      US   \n",
+       "250721  2013      7    1    1014.0       69.0    1141.0       85.0      B6   \n",
+       "250728  2013      7    1    1027.0       72.0    1430.0      123.0      DL   \n",
+       "250730  2013      7    1    1028.0       73.0    1329.0       84.0      UA   \n",
+       "250742  2013      7    1    1036.0      131.0    1406.0      181.0      AA   \n",
+       "250744  2013      7    1    1039.0       84.0    1311.0      116.0      MQ   \n",
+       "250745  2013      7    1    1040.0       70.0    1230.0       54.0      EV   \n",
+       "250747  2013      7    1    1041.0      146.0    1246.0      191.0      MQ   \n",
+       "250749  2013      7    1    1044.0       74.0    1327.0       39.0      UA   \n",
+       "250755  2013      7    1    1054.0       94.0    1344.0       94.0      AA   \n",
+       "250757  2013      7    1    1055.0      175.0    1434.0      210.0      B6   \n",
+       "250764  2013      7    1    1101.0      129.0    1235.0      140.0      EV   \n",
+       "250765  2013      7    1    1102.0       63.0    1403.0       98.0      B6   \n",
+       "250770  2013      7    1    1116.0       69.0    1244.0       76.0      EV   \n",
+       "250773  2013      7    1    1121.0       82.0    1232.0       68.0      UA   \n",
+       "250774  2013      7    1    1125.0      227.0    1345.0      246.0      EV   \n",
+       "250775  2013      7    1    1125.0      145.0    1247.0      141.0      UA   \n",
+       "250777  2013      7    1    1126.0      116.0    1313.0      120.0      EV   \n",
+       "250782  2013      7    1    1131.0       80.0    1423.0       87.0      UA   \n",
+       "250785  2013      7    1    1140.0      200.0    1449.0      247.0      9E   \n",
+       "250786  2013      7    1    1140.0       75.0    1333.0       68.0      MQ   \n",
+       "250787  2013      7    1    1144.0       99.0    1327.0       74.0      DL   \n",
+       "250792  2013      7    1    1155.0       85.0    1350.0       67.0      EV   \n",
+       "250798  2013      7    1    1210.0      181.0    1422.0      180.0      EV   \n",
+       "250800  2013      7    1    1212.0      118.0    1341.0      127.0      EV   \n",
+       "250801  2013      7    1    1214.0      109.0    1317.0       90.0      UA   \n",
+       "250802  2013      7    1    1218.0       63.0    1456.0       56.0      AA   \n",
+       "250803  2013      7    1    1218.0      138.0    1448.0      134.0      DL   \n",
+       "250805  2013      7    1    1224.0      154.0    1459.0      174.0      MQ   \n",
+       "250807  2013      7    1    1229.0      150.0    1512.0      185.0      EV   \n",
+       "250813  2013      7    1    1243.0      108.0    1708.0      143.0      B6   \n",
+       "250816  2013      7    1    1245.0      100.0    1434.0       81.0      DL   \n",
+       "250819  2013      7    1    1248.0       61.0    1532.0       38.0      UA   \n",
+       "250820  2013      7    1    1251.0       96.0    1400.0       65.0      AA   \n",
+       "250832  2013      7    1    1304.0      109.0    1449.0      104.0      MQ   \n",
+       "250833  2013      7    1    1304.0       62.0    1533.0       58.0      UA   \n",
+       "250834  2013      7    1    1305.0      133.0    1528.0      146.0      EV   \n",
+       "250836  2013      7    1    1305.0       90.0    1432.0       53.0      DL   \n",
+       "250839  2013      7    1    1310.0      133.0    1551.0      133.0      UA   \n",
+       "250841  2013      7    1    1311.0      121.0    1413.0       88.0      WN   \n",
+       "250842  2013      7    1    1312.0       72.0    1423.0       69.0      EV   \n",
+       "250843  2013      7    1    1312.0       79.0    1508.0       96.0      EV   \n",
+       "250844  2013      7    1    1312.0       62.0    1435.0       45.0      AA   \n",
+       "250845  2013      7    1    1314.0       99.0    1641.0      113.0      DL   \n",
+       "250849  2013      7    1    1319.0      199.0    1449.0      208.0      EV   \n",
+       "250855  2013      7    1    1338.0       98.0    1630.0      152.0      EV   \n",
+       "250857  2013      7    1    1340.0      105.0    1534.0       74.0      WN   \n",
+       "250859  2013      7    1    1344.0      207.0    1445.0      201.0      B6   \n",
+       "250860  2013      7    1    1345.0      105.0    1449.0       76.0      UA   \n",
+       "250861  2013      7    1    1347.0      112.0    1703.0      131.0      DL   \n",
+       "250862  2013      7    1    1347.0       77.0    1640.0       80.0      WN   \n",
+       "250863  2013      7    1    1350.0      125.0    1622.0      146.0      DL   \n",
+       "250865  2013      7    1    1351.0      258.0    1648.0      292.0      EV   \n",
+       "250866  2013      7    1    1351.0      176.0    1706.0      176.0      DL   \n",
+       "250870  2013      7    1    1353.0      263.0    1701.0      283.0      B6   \n",
+       "250873  2013      7    1    1401.0       86.0    1602.0       92.0      EV   \n",
+       "250874  2013      7    1    1402.0       82.0    1521.0       86.0      EV   \n",
+       "250875  2013      7    1    1404.0      269.0    1742.0      305.0      B6   \n",
+       "250876  2013      7    1    1405.0       94.0    1655.0      120.0      EV   \n",
+       "250877  2013      7    1    1407.0       66.0    1541.0       90.0      EV   \n",
+       "250878  2013      7    1    1410.0      350.0    1558.0      315.0      EV   \n",
+       "250879  2013      7    1    1411.0      174.0    1651.0      194.0      UA   \n",
+       "250880  2013      7    1    1412.0       91.0    1721.0      123.0      B6   \n",
+       "250882  2013      7    1    1414.0      158.0    1619.0      161.0      YV   \n",
+       "250884  2013      7    1    1418.0      203.0    1940.0        NaN      B6   \n",
+       "250886  2013      7    1    1420.0      175.0    1814.0      214.0      AA   \n",
+       "250888  2013      7    1    1421.0       65.0    1658.0       77.0      UA   \n",
+       "250890  2013      7    1    1424.0      259.0    1538.0      258.0      MQ   \n",
+       "250892  2013      7    1    1426.0      146.0    1526.0      132.0      DL   \n",
+       "250893  2013      7    1    1428.0      111.0    1629.0      122.0      EV   \n",
+       "250894  2013      7    1    1428.0      148.0    1612.0      141.0      US   \n",
+       "250895  2013      7    1    1434.0       76.0    1613.0       96.0      EV   \n",
+       "250896  2013      7    1    1436.0      156.0    1708.0      136.0      DL   \n",
+       "250897  2013      7    1    1438.0       63.0    1551.0       56.0      MQ   \n",
+       "250899  2013      7    1    1438.0      103.0    1739.0      113.0      UA   \n",
+       "250900  2013      7    1    1439.0      164.0    1624.0      145.0      UA   \n",
+       "250903  2013      7    1    1442.0      102.0    1605.0      111.0      US   \n",
+       "250907  2013      7    1    1446.0      106.0    1643.0       98.0      MQ   \n",
+       "250908  2013      7    1    1448.0       93.0    1631.0       86.0      US   \n",
+       "250912  2013      7    1    1455.0      176.0    1656.0      192.0      MQ   \n",
+       "250914  2013      7    1    1456.0       86.0    1808.0      103.0      B6   \n",
+       "250917  2013      7    1    1458.0       83.0    1845.0       34.0      UA   \n",
+       "250918  2013      7    1    1500.0      125.0    1621.0      139.0      B6   \n",
+       "250922  2013      7    1    1503.0      171.0    1656.0      170.0      EV   \n",
+       "250923  2013      7    1    1503.0      123.0    1619.0      119.0      EV   \n",
+       "250925  2013      7    1    1504.0      244.0    1801.0      269.0      DL   \n",
+       "250926  2013      7    1    1505.0       96.0    1638.0       89.0      EV   \n",
+       "250927  2013      7    1    1505.0      116.0    1813.0      134.0      UA   \n",
+       "250930  2013      7    1    1507.0      117.0    1753.0      141.0      FL   \n",
+       "250931  2013      7    1    1509.0      159.0    1853.0      178.0      DL   \n",
+       "250933  2013      7    1    1511.0      106.0    1729.0      104.0      F9   \n",
+       "250936  2013      7    1    1513.0       93.0    1624.0       88.0      EV   \n",
+       "250937  2013      7    1    1514.0      194.0    1627.0      187.0      EV   \n",
+       "250939  2013      7    1    1519.0       89.0    1640.0       98.0      B6   \n",
+       "250941  2013      7    1    1521.0       81.0    1642.0       90.0      US   \n",
+       "250942  2013      7    1    1522.0       85.0    1753.0       84.0      UA   \n",
+       "250944  2013      7    1    1523.0       84.0    1708.0       72.0      US   \n",
+       "250945  2013      7    1    1524.0      179.0    1718.0      163.0      WN   \n",
+       "250948  2013      7    1    1526.0      151.0    1638.0      133.0      WN   \n",
+       "250951  2013      7    1    1529.0      104.0    1827.0      108.0      DL   \n",
+       "250953  2013      7    1    1530.0       61.0    1808.0       69.0      MQ   \n",
+       "250954  2013      7    1    1531.0      136.0    1919.0      201.0      B6   \n",
+       "250959  2013      7    1    1536.0       80.0    1728.0      113.0      EV   \n",
+       "250961  2013      7    1    1538.0       98.0    1643.0       92.0      B6   \n",
+       "250964  2013      7    1    1541.0      123.0    1947.0      193.0      B6   \n",
+       "250969  2013      7    1    1543.0      149.0    1927.0      187.0      B6   \n",
+       "250971  2013      7    1    1543.0      164.0    1811.0      159.0      DL   \n",
+       "250973  2013      7    1    1543.0      164.0    1734.0      157.0      US   \n",
+       "250974  2013      7    1    1544.0      242.0    1717.0      221.0      EV   \n",
+       "250975  2013      7    1    1549.0      120.0    1731.0      147.0      B6   \n",
+       "250977  2013      7    1    1557.0       62.0    1824.0       83.0      9E   \n",
+       "250981  2013      7    1    1601.0       62.0    1921.0       95.0      B6   \n",
+       "250982  2013      7    1    1602.0      363.0    1739.0      385.0      EV   \n",
+       "250987  2013      7    1    1608.0       78.0    1749.0       75.0      9E   \n",
+       "250988  2013      7    1    1608.0      158.0    1905.0      147.0      B6   \n",
+       "250994  2013      7    1    1612.0      103.0    2022.0      112.0      B6   \n",
+       "250995  2013      7    1    1612.0       72.0    1817.0       56.0      UA   \n",
+       "250996  2013      7    1    1613.0       79.0    1806.0       56.0      EV   \n",
+       "251003  2013      7    1    1619.0      174.0    1744.0      164.0      MQ   \n",
+       "251004  2013      7    1    1620.0       90.0    1816.0       84.0      US   \n",
+       "251005  2013      7    1    1621.0      321.0    1743.0      313.0      WN   \n",
+       "251006  2013      7    1    1622.0      117.0    1811.0      137.0      B6   \n",
+       "251007  2013      7    1    1625.0       92.0    1846.0      114.0      EV   \n",
+       "251008  2013      7    1    1625.0      110.0    1809.0      129.0      9E   \n",
+       "251010  2013      7    1    1625.0      165.0    1816.0      141.0      WN   \n",
+       "251014  2013      7    1    1629.0       69.0    1851.0       37.0      UA   \n",
+       "251016  2013      7    1    1631.0      152.0    1855.0      146.0      DL   \n",
+       "251017  2013      7    1    1632.0      117.0    1809.0       90.0      DL   \n",
+       "251018  2013      7    1    1632.0      272.0    1859.0      264.0      DL   \n",
+       "251022  2013      7    1    1635.0       96.0    1904.0       89.0      DL   \n",
+       "251023  2013      7    1    1636.0       96.0    1749.0       87.0      US   \n",
+       "251025  2013      7    1    1640.0      110.0    1906.0      110.0      9E   \n",
+       "251028  2013      7    1    1646.0       86.0    1819.0       69.0      AA   \n",
+       "251029  2013      7    1    1648.0       63.0    1850.0       54.0      EV   \n",
+       "251034  2013      7    1    1652.0       82.0    1753.0       63.0      WN   \n",
+       "251037  2013      7    1    1657.0       72.0    2042.0      100.0      DL   \n",
+       "251038  2013      7    1    1659.0       64.0    1920.0       75.0      EV   \n",
+       "251041  2013      7    1    1705.0       85.0    1818.0       68.0      MQ   \n",
+       "251043  2013      7    1    1707.0      139.0    1943.0      121.0      UA   \n",
+       "251046  2013      7    1    1713.0      133.0    1858.0      129.0      EV   \n",
+       "251048  2013      7    1    1717.0      138.0    1959.0       98.0      DL   \n",
+       "251049  2013      7    1    1718.0      218.0    1833.0      203.0      WN   \n",
+       "251052  2013      7    1    1720.0      110.0    2107.0      136.0      DL   \n",
+       "251055  2013      7    1    1722.0      102.0    1907.0       86.0      US   \n",
+       "251056  2013      7    1    1723.0       93.0    1926.0       81.0      WN   \n",
+       "251058  2013      7    1    1724.0      149.0    1853.0      138.0      MQ   \n",
+       "251059  2013      7    1    1724.0      184.0    1902.0      162.0      MQ   \n",
+       "251061  2013      7    1    1725.0      142.0    1934.0      156.0      EV   \n",
+       "251062  2013      7    1    1725.0      125.0    1952.0      110.0      DL   \n",
+       "251066  2013      7    1    1732.0       82.0    1840.0       40.0      AA   \n",
+       "251068  2013      7    1    1732.0      108.0    1907.0       93.0      UA   \n",
+       "251069  2013      7    1    1734.0       95.0    2114.0      112.0      DL   \n",
+       "251070  2013      7    1    1736.0       91.0    2048.0       95.0      DL   \n",
+       "251071  2013      7    1    1737.0      107.0    1907.0       78.0      9E   \n",
+       "251072  2013      7    1    1737.0      127.0    2033.0      115.0      DL   \n",
+       "251074  2013      7    1    1740.0      101.0    1932.0       64.0      9E   \n",
+       "251075  2013      7    1    1740.0       79.0    1839.0       57.0      UA   \n",
+       "251078  2013      7    1    1741.0       83.0    1842.0       57.0      YV   \n",
+       "251079  2013      7    1    1742.0      211.0    2041.0      219.0      B6   \n",
+       "251080  2013      7    1    1743.0      293.0    1935.0      310.0      MQ   \n",
+       "251081  2013      7    1    1744.0      141.0    1901.0      140.0      EV   \n",
+       "251086  2013      7    1    1751.0      112.0    1901.0       91.0      B6   \n",
+       "251092  2013      7    1    1756.0      121.0    1925.0      105.0      WN   \n",
+       "251094  2013      7    1    1759.0       66.0    1927.0       60.0      EV   \n",
+       "251095  2013      7    1    1759.0      104.0    1944.0       99.0      9E   \n",
+       "251097  2013      7    1    1802.0      127.0    1959.0      135.0      B6   \n",
+       "251098  2013      7    1    1802.0       62.0    1913.0       29.0      UA   \n",
+       "251100  2013      7    1    1803.0       94.0    2031.0       69.0      UA   \n",
+       "251103  2013      7    1    1808.0       73.0    2059.0       69.0      AA   \n",
+       "251105  2013      7    1    1810.0       97.0    1923.0       80.0      EV   \n",
+       "251106  2013      7    1    1812.0      103.0    2106.0       99.0      B6   \n",
+       "251107  2013      7    1    1813.0      165.0    2029.0      179.0      EV   \n",
+       "251108  2013      7    1    1813.0      194.0    2111.0      190.0      9E   \n",
+       "251111  2013      7    1    1817.0       71.0    2219.0       68.0      B6   \n",
+       "251114  2013      7    1    1821.0       81.0    2041.0       66.0      DL   \n",
+       "251117  2013      7    1    1825.0      110.0    2018.0      105.0      EV   \n",
+       "251119  2013      7    1    1828.0      155.0    1957.0      168.0      EV   \n",
+       "251120  2013      7    1    1828.0       83.0    2006.0       56.0      AA   \n",
+       "251121  2013      7    1    1828.0      193.0    2124.0      188.0      DL   \n",
+       "251123  2013      7    1    1829.0      184.0    1957.0      187.0      EV   \n",
+       "251125  2013      7    1    1832.0       67.0    2152.0       67.0      AA   \n",
+       "251126  2013      7    1    1833.0       83.0    2128.0       88.0      WN   \n",
+       "251130  2013      7    1    1837.0       63.0    2052.0       56.0      FL   \n",
+       "251131  2013      7    1    1837.0       77.0    2150.0       85.0      AA   \n",
+       "251132  2013      7    1    1837.0      137.0    2132.0      129.0      B6   \n",
+       "251133  2013      7    1    1838.0      133.0    2010.0      115.0      MQ   \n",
+       "251138  2013      7    1    1843.0       83.0    2033.0       68.0      DL   \n",
+       "251140  2013      7    1    1844.0      101.0    2127.0       93.0      UA   \n",
+       "251141  2013      7    1    1846.0       71.0    2027.0       72.0      WN   \n",
+       "251142  2013      7    1    1846.0      111.0    2135.0       79.0      UA   \n",
+       "251143  2013      7    1    1847.0       87.0    2012.0       83.0      EV   \n",
+       "251145  2013      7    1    1849.0       99.0    2031.0       86.0      B6   \n",
+       "251146  2013      7    1    1854.0       86.0    2102.0       93.0      EV   \n",
+       "251149  2013      7    1    1857.0      122.0    2131.0      129.0      EV   \n",
+       "251150  2013      7    1    1858.0       83.0    2053.0       85.0      US   \n",
+       "251151  2013      7    1    1904.0      124.0    2108.0      116.0      B6   \n",
+       "251152  2013      7    1    1905.0       65.0    2104.0       77.0      UA   \n",
+       "251154  2013      7    1    1912.0       72.0    2030.0       38.0      UA   \n",
+       "251156  2013      7    1    1914.0      158.0    2024.0      139.0      B6   \n",
+       "251157  2013      7    1    1915.0      136.0    2122.0      143.0      EV   \n",
+       "251161  2013      7    1    1919.0      119.0    2252.0      204.0      EV   \n",
+       "251162  2013      7    1    1921.0      141.0    2048.0      128.0      B6   \n",
+       "251163  2013      7    1    1922.0      137.0    2037.0      102.0      AA   \n",
+       "251164  2013      7    1    1922.0      172.0    2043.0      153.0      B6   \n",
+       "251165  2013      7    1    1923.0      263.0    2220.0      262.0      B6   \n",
+       "251174  2013      7    1    1929.0      120.0    2049.0      115.0      EV   \n",
+       "251175  2013      7    1    1930.0      285.0    2217.0      297.0      B6   \n",
+       "251176  2013      7    1    1930.0      204.0    2233.0      204.0      B6   \n",
+       "251179  2013      7    1    1931.0      242.0    2241.0      260.0      B6   \n",
+       "251180  2013      7    1    1931.0      196.0    2053.0      178.0      DL   \n",
+       "251182  2013      7    1    1932.0      183.0    2040.0      177.0      EV   \n",
+       "251183  2013      7    1    1932.0       87.0    2206.0       91.0      DL   \n",
+       "251184  2013      7    1    1933.0       98.0    2143.0       93.0      MQ   \n",
+       "251186  2013      7    1    1937.0      148.0    2226.0      152.0      B6   \n",
+       "251188  2013      7    1    1938.0      203.0    2121.0      171.0      DL   \n",
+       "251189  2013      7    1    1939.0       74.0    2204.0       19.0      AS   \n",
+       "251190  2013      7    1    1942.0      182.0    2111.0      178.0      9E   \n",
+       "251199  2013      7    1    1958.0       98.0    2304.0       90.0      DL   \n",
+       "251200  2013      7    1    1959.0      171.0    2129.0      161.0      EV   \n",
+       "251202  2013      7    1    1959.0       89.0    2209.0       74.0      WN   \n",
+       "251203  2013      7    1    2000.0       85.0    2253.0       58.0      AA   \n",
+       "251206  2013      7    1    2001.0       86.0    2246.0       62.0      UA   \n",
+       "251208  2013      7    1    2004.0      199.0    2121.0      186.0      WN   \n",
+       "251209  2013      7    1    2006.0      126.0    2125.0      115.0      WN   \n",
+       "251210  2013      7    1    2006.0      181.0    2156.0      165.0      US   \n",
+       "251211  2013      7    1    2007.0       82.0    2123.0       53.0      AA   \n",
+       "251212  2013      7    1    2007.0      112.0    2242.0       96.0      UA   \n",
+       "251215  2013      7    1    2011.0      132.0    2302.0      124.0      DL   \n",
+       "251216  2013      7    1    2011.0      131.0    2141.0      111.0      MQ   \n",
+       "251218  2013      7    1    2015.0      100.0    2150.0      100.0      MQ   \n",
+       "251221  2013      7    1    2019.0       69.0    2205.0       51.0      EV   \n",
+       "251222  2013      7    1    2022.0      162.0    2225.0      130.0      WN   \n",
+       "251223  2013      7    1    2022.0       87.0    2247.0       32.0      UA   \n",
+       "251224  2013      7    1    2023.0       63.0    2257.0       47.0      AA   \n",
+       "251225  2013      7    1    2023.0      118.0    2249.0       71.0      UA   \n",
+       "251227  2013      7    1    2027.0      172.0    2307.0      157.0      AA   \n",
+       "251228  2013      7    1    2027.0       92.0    2255.0       50.0      VX   \n",
+       "251229  2013      7    1    2028.0      178.0    2140.0      172.0      B6   \n",
+       "251232  2013      7    1    2034.0      115.0    2158.0       89.0      9E   \n",
+       "251234  2013      7    1    2036.0      221.0    2208.0      211.0      EV   \n",
+       "251235  2013      7    1    2036.0       71.0    2345.0       65.0      DL   \n",
+       "251236  2013      7    1    2037.0      142.0    2251.0       80.0      UA   \n",
+       "251238  2013      7    1    2038.0       68.0    2309.0       26.0      UA   \n",
+       "251241  2013      7    1    2043.0      163.0    2300.0      118.0      B6   \n",
+       "251242  2013      7    1    2045.0       85.0    2147.0       62.0      AA   \n",
+       "251243  2013      7    1    2047.0      137.0    2333.0      113.0      B6   \n",
+       "251244  2013      7    1    2047.0       72.0    2353.0       57.0      DL   \n",
+       "251247  2013      7    1    2048.0       78.0    2358.0       80.0      DL   \n",
+       "251251  2013      7    1    2053.0      113.0    2306.0       97.0      DL   \n",
+       "251253  2013      7    1    2058.0      203.0    2355.0      205.0      AA   \n",
+       "251254  2013      7    1    2058.0      208.0    2334.0      171.0      B6   \n",
+       "251258  2013      7    1    2105.0      115.0    2247.0      111.0      EV   \n",
+       "251260  2013      7    1    2106.0      132.0    2249.0      148.0      EV   \n",
+       "251263  2013      7    1    2110.0       85.0    2215.0       73.0      EV   \n",
+       "251265  2013      7    1    2111.0      221.0    2304.0      193.0      F9   \n",
+       "251266  2013      7    1    2111.0      161.0    2336.0      155.0      9E   \n",
+       "251270  2013      7    1    2118.0      110.0    2304.0       93.0      EV   \n",
+       "251271  2013      7    1    2118.0      353.0    2309.0      364.0      EV   \n",
+       "251273  2013      7    1    2119.0      144.0    2301.0      131.0      MQ   \n",
+       "251274  2013      7    1    2120.0      139.0      15.0      122.0      B6   \n",
+       "251275  2013      7    1    2120.0      110.0       7.0      105.0      DL   \n",
+       "251278  2013      7    1    2128.0      108.0      23.0       88.0      B6   \n",
+       "251279  2013      7    1    2128.0      118.0       1.0      111.0      DL   \n",
+       "251281  2013      7    1    2138.0      163.0      25.0      143.0      DL   \n",
+       "251282  2013      7    1    2141.0       72.0       3.0       70.0      EV   \n",
+       "251285  2013      7    1    2146.0      206.0    2337.0      165.0      9E   \n",
+       "251286  2013      7    1    2147.0       77.0    2305.0       63.0      FL   \n",
+       "251287  2013      7    1    2150.0      110.0      50.0      102.0      DL   \n",
+       "251288  2013      7    1    2154.0       93.0    2309.0       69.0      UA   \n",
+       "251290  2013      7    1    2158.0       93.0    2351.0       74.0      EV   \n",
+       "251292  2013      7    1    2159.0       89.0    2328.0       82.0      9E   \n",
+       "251293  2013      7    1    2204.0       65.0    2341.0       34.0      EV   \n",
+       "251294  2013      7    1    2207.0      182.0    2313.0      148.0      WN   \n",
+       "251297  2013      7    1    2212.0      257.0    2327.0      246.0      B6   \n",
+       "251298  2013      7    1    2217.0       72.0    2319.0       49.0      MQ   \n",
+       "251299  2013      7    1    2219.0      120.0     108.0      109.0      UA   \n",
+       "251302  2013      7    1    2226.0      230.0    2353.0      218.0      B6   \n",
+       "251303  2013      7    1    2234.0      154.0      37.0      132.0      MQ   \n",
+       "251304  2013      7    1    2235.0      210.0    2352.0      164.0      9E   \n",
+       "251305  2013      7    1    2238.0      129.0    2353.0      103.0      9E   \n",
+       "251306  2013      7    1    2238.0       98.0      11.0       81.0      MQ   \n",
+       "251307  2013      7    1    2244.0      229.0     116.0      180.0      B6   \n",
+       "251308  2013      7    1    2250.0       90.0      39.0       86.0      EV   \n",
+       "251310  2013      7    1    2255.0      175.0    2353.0      144.0      B6   \n",
+       "251311  2013      7    1    2255.0      150.0     205.0      164.0      B6   \n",
+       "251312  2013      7    1    2257.0       98.0     122.0       88.0      B6   \n",
+       "251313  2013      7    1    2259.0       94.0      56.0       62.0      B6   \n",
+       "251314  2013      7    1    2300.0      210.0     141.0      173.0      B6   \n",
+       "251315  2013      7    1    2305.0      245.0     153.0      188.0      DL   \n",
+       "251316  2013      7    1    2307.0      133.0     108.0      114.0      EV   \n",
+       "251317  2013      7    1    2308.0       88.0      40.0      100.0      MQ   \n",
+       "251318  2013      7    1    2311.0      235.0     155.0      221.0      B6   \n",
+       "251319  2013      7    1    2316.0       96.0      33.0       83.0      MQ   \n",
+       "251321  2013      7    1    2320.0       95.0      23.0       69.0      DL   \n",
+       "251322  2013      7    1    2324.0      124.0     131.0      117.0      B6   \n",
+       "251323  2013      7    1    2325.0      229.0     209.0      216.0      B6   \n",
+       "251324  2013      7    1    2334.0      154.0     201.0      145.0      B6   \n",
+       "251325  2013      7    1    2335.0      145.0      52.0      129.0      B6   \n",
+       "251328  2013      7    1    2349.0      184.0     146.0      158.0      9E   \n",
+       "251329  2013      7    1    2350.0      140.0      55.0      130.0      MQ   \n",
+       "251330  2013      7    1    2359.0      190.0     239.0      171.0      B6   \n",
+       "251416  2013      7    2      12.0       87.0     117.0       73.0      B6   \n",
+       "251417  2013      7    2      19.0      229.0     137.0      215.0      FL   \n",
+       "251420  2013      7    2      40.0      115.0     254.0       79.0      B6   \n",
+       "251421  2013      7    2      44.0      119.0     137.0       98.0      B6   \n",
+       "251422  2013      7    2     123.0       84.0     511.0       91.0      B6   \n",
+       "251423  2013      7    2     124.0      265.0     311.0      239.0      EV   \n",
+       "251424  2013      7    2     147.0      182.0     256.0      175.0      B6   \n",
+       "251529  2013      7    2     723.0       83.0     827.0       76.0      EV   \n",
+       "251630  2013      7    2     852.0       67.0    1048.0       64.0      DL   \n",
+       "251650  2013      7    2     906.0       70.0    1049.0       79.0      EV   \n",
+       "251671  2013      7    2     932.0      103.0    1039.0      100.0      B6   \n",
+       "251675  2013      7    2     944.0       74.0    1111.0       56.0      MQ   \n",
+       "251708  2013      7    2    1018.0      138.0    1119.0      130.0      B6   \n",
+       "251727  2013      7    2    1033.0       93.0    1300.0       78.0      B6   \n",
+       "251763  2013      7    2    1132.0       93.0    1526.0      169.0      B6   \n",
+       "251771  2013      7    2    1141.0       76.0    1423.0       75.0      B6   \n",
+       "251790  2013      7    2    1201.0       86.0    1521.0       91.0      AA   \n",
+       "251792  2013      7    2    1201.0      126.0    1312.0      117.0      MQ   \n",
+       "251799  2013      7    2    1214.0       64.0    1350.0       70.0      9E   \n",
+       "251801  2013      7    2    1226.0      116.0    1330.0       96.0      EV   \n",
+       "251814  2013      7    2    1241.0       72.0    1438.0       61.0      UA   \n",
+       "251836  2013      7    2    1258.0       74.0    1433.0       77.0      EV   \n",
+       "251845  2013      7    2    1308.0      268.0    1525.0      265.0      MQ   \n",
+       "251861  2013      7    2    1339.0       74.0    1529.0       54.0      WN   \n",
+       "251864  2013      7    2    1343.0      168.0    1735.0      170.0      B6   \n",
+       "251866  2013      7    2    1345.0       61.0    1517.0       81.0      EV   \n",
+       "251887  2013      7    2    1404.0       69.0    1457.0       55.0      B6   \n",
+       "251888  2013      7    2    1404.0      129.0    1509.0      119.0      MQ   \n",
+       "251891  2013      7    2    1406.0       66.0    1545.0       40.0      MQ   \n",
+       "251892  2013      7    2    1407.0      167.0    1514.0      161.0      B6   \n",
+       "251950  2013      7    2    1509.0       90.0    1613.0       76.0      EV   \n",
+       "251952  2013      7    2    1510.0       71.0    1737.0       66.0      UA   \n",
+       "251962  2013      7    2    1523.0       66.0    1652.0       71.0      EV   \n",
+       "251973  2013      7    2    1531.0       93.0    1746.0       57.0      UA   \n",
+       "251974  2013      7    2    1533.0      213.0    1719.0      205.0      EV   \n",
+       "251990  2013      7    2    1553.0       69.0    1820.0       97.0      EV   \n",
+       "251995  2013      7    2    1555.0       95.0    1726.0       66.0      MQ   \n",
+       "252004  2013      7    2    1600.0       65.0    1951.0       46.0      AA   \n",
+       "252009  2013      7    2    1604.0       64.0    1824.0       60.0      EV   \n",
+       "252019  2013      7    2    1612.0      102.0    1739.0       89.0      EV   \n",
+       "252022  2013      7    2    1614.0      105.0    1720.0      100.0      EV   \n",
+       "252051  2013      7    2    1642.0       82.0    1917.0       83.0      UA   \n",
+       "252089  2013      7    2    1732.0       62.0    2028.0       29.0      VX   \n",
+       "252090  2013      7    2    1733.0      109.0    1901.0       89.0      UA   \n",
+       "252099  2013      7    2    1742.0       66.0    1857.0       52.0      B6   \n",
+       "252102  2013      7    2    1744.0      199.0    1920.0      206.0      B6   \n",
+       "252105  2013      7    2    1748.0      222.0    1950.0      219.0      EV   \n",
+       "252108  2013      7    2    1751.0       82.0    2048.0       81.0      B6   \n",
+       "252117  2013      7    2    1757.0       88.0    1846.0       61.0      EV   \n",
+       "252130  2013      7    2    1810.0       65.0    1950.0       40.0      AA   \n",
+       "252133  2013      7    2    1810.0      150.0    1943.0      153.0      MQ   \n",
+       "252134  2013      7    2    1810.0      145.0    1929.0      139.0      MQ   \n",
+       "252136  2013      7    2    1812.0       93.0    1942.0       90.0      EV   \n",
+       "252144  2013      7    2    1820.0       75.0    2054.0       79.0      UA   \n",
+       "252149  2013      7    2    1823.0       71.0    2124.0       66.0      UA   \n",
+       "252154  2013      7    2    1826.0       76.0    2100.0       55.0      AA   \n",
+       "252161  2013      7    2    1834.0       94.0    2142.0      150.0      B6   \n",
+       "252167  2013      7    2    1838.0       77.0    2127.0       86.0      UA   \n",
+       "252170  2013      7    2    1847.0      182.0    2302.0      181.0      DL   \n",
+       "252171  2013      7    2    1850.0      110.0    2122.0      119.0      9E   \n",
+       "252172  2013      7    2    1850.0       80.0    2107.0       90.0      DL   \n",
+       "252173  2013      7    2    1852.0       77.0    2155.0       85.0      AA   \n",
+       "252190  2013      7    2    1903.0       88.0    2043.0       88.0      WN   \n",
+       "252191  2013      7    2    1904.0       69.0    2239.0       79.0      AA   \n",
+       "252194  2013      7    2    1906.0      101.0    2036.0      106.0      EV   \n",
+       "252198  2013      7    2    1909.0       69.0    2230.0       60.0      B6   \n",
+       "252199  2013      7    2    1909.0       69.0    2039.0       69.0      WN   \n",
+       "252203  2013      7    2    1915.0       90.0    2053.0       88.0      MQ   \n",
+       "252210  2013      7    2    1922.0       62.0    2215.0       83.0      9E   \n",
+       "252211  2013      7    2    1923.0       63.0    2222.0       94.0      9E   \n",
+       "252221  2013      7    2    1934.0       99.0    2143.0      142.0      B6   \n",
+       "252229  2013      7    2    1944.0       89.0    2144.0       48.0      UA   \n",
+       "252239  2013      7    2    1955.0       86.0    2223.0      108.0      US   \n",
+       "252240  2013      7    2    1959.0      100.0    2322.0      124.0      B6   \n",
+       "252242  2013      7    2    2001.0      146.0    2335.0      185.0      AA   \n",
+       "252244  2013      7    2    2005.0       95.0    2327.0      121.0      UA   \n",
+       "252246  2013      7    2    2009.0       99.0    2323.0      103.0      B6   \n",
+       "252248  2013      7    2    2011.0      182.0    2258.0      184.0      B6   \n",
+       "252256  2013      7    2    2027.0       71.0    2221.0       63.0      EV   \n",
+       "252262  2013      7    2    2034.0       64.0       5.0       77.0      B6   \n",
+       "252265  2013      7    2    2036.0       64.0      17.0      109.0      B6   \n",
+       "252267  2013      7    2    2038.0       78.0    2226.0       63.0      EV   \n",
+       "252269  2013      7    2    2048.0       93.0    2352.0       88.0      DL   \n",
+       "252270  2013      7    2    2053.0       74.0    2338.0       46.0      UA   \n",
+       "252274  2013      7    2    2105.0      105.0    2314.0       39.0      UA   \n",
+       "252275  2013      7    2    2106.0      126.0      21.0      101.0      DL   \n",
+       "252277  2013      7    2    2111.0       96.0      13.0      110.0      9E   \n",
+       "252279  2013      7    2    2114.0       69.0    2247.0       58.0      B6   \n",
+       "252281  2013      7    2    2116.0       89.0    2333.0       62.0      EV   \n",
+       "252286  2013      7    2    2127.0      117.0    2237.0      108.0      EV   \n",
+       "252288  2013      7    2    2130.0      134.0      23.0      129.0      B6   \n",
+       "252290  2013      7    2    2133.0      118.0    2335.0       94.0      9E   \n",
+       "252291  2013      7    2    2134.0       65.0    2333.0       45.0      EV   \n",
+       "252293  2013      7    2    2135.0       65.0    2250.0       55.0      WN   \n",
+       "252304  2013      7    2    2148.0       83.0      50.0       89.0      B6   \n",
+       "252305  2013      7    2    2149.0      114.0    2347.0      122.0      MQ   \n",
+       "252309  2013      7    2    2157.0       92.0    2319.0       83.0      B6   \n",
+       "252312  2013      7    2    2202.0       71.0      46.0       48.0      B6   \n",
+       "252313  2013      7    2    2204.0       94.0    2316.0       80.0      9E   \n",
+       "252314  2013      7    2    2206.0      126.0    2352.0      143.0      B6   \n",
+       "252315  2013      7    2    2208.0       67.0     226.0       86.0      B6   \n",
+       "252316  2013      7    2    2209.0      214.0      45.0      219.0      9E   \n",
+       "252318  2013      7    2    2214.0       85.0     127.0       99.0      B6   \n",
+       "252321  2013      7    2    2222.0      222.0     126.0      219.0      B6   \n",
+       "252324  2013      7    2    2232.0       84.0     105.0       66.0      UA   \n",
+       "252325  2013      7    2    2235.0       65.0     121.0       67.0      B6   \n",
+       "252326  2013      7    2    2237.0       62.0     143.0       73.0      B6   \n",
+       "252327  2013      7    2    2247.0       87.0      52.0       78.0      B6   \n",
+       "252329  2013      7    2    2256.0       97.0     134.0      100.0      B6   \n",
+       "252330  2013      7    2    2300.0       90.0     134.0       95.0      B6   \n",
+       "252331  2013      7    2    2305.0       66.0       5.0       43.0      EV   \n",
+       "252332  2013      7    2    2311.0      131.0      13.0      121.0      US   \n",
+       "252333  2013      7    2    2319.0       93.0     215.0      105.0      B6   \n",
+       "252334  2013      7    2    2321.0      116.0     127.0       93.0      B6   \n",
+       "252335  2013      7    2    2332.0      142.0      54.0      131.0      B6   \n",
+       "252336  2013      7    2    2334.0       63.0     349.0       83.0      B6   \n",
+       "252337  2013      7    2    2335.0      215.0     150.0      205.0      MQ   \n",
+       "252339  2013      7    2    2347.0      227.0      48.0      212.0      US   \n",
+       "252341  2013      7    2    2349.0      114.0     234.0      111.0      B6   \n",
+       "252361  2013      7    3      28.0      103.0     118.0       79.0      B6   \n",
+       "252362  2013      7    3      36.0      176.0     151.0      161.0      MQ   \n",
+       "252365  2013      7    3     129.0      264.0     230.0      240.0      MQ   \n",
+       "252494  2013      7    3     736.0       67.0     927.0       59.0      EV   \n",
+       "252499  2013      7    3     741.0       71.0    1027.0       87.0      EV   \n",
+       "252627  2013      7    3     931.0      152.0    1034.0      134.0      UA   \n",
+       "252637  2013      7    3     947.0       87.0    1125.0       59.0      EV   \n",
+       "252656  2013      7    3    1002.0       63.0    1239.0       62.0      DL   \n",
+       "252717  2013      7    3    1129.0       89.0    1232.0       67.0      EV   \n",
+       "252719  2013      7    3    1132.0       77.0    1242.0       73.0      UA   \n",
+       "252729  2013      7    3    1145.0       65.0    1300.0       61.0      B6   \n",
+       "252731  2013      7    3    1147.0       92.0    1436.0      147.0      EV   \n",
+       "252762  2013      7    3    1219.0       80.0    1447.0       66.0      UA   \n",
+       "252774  2013      7    3    1238.0       73.0    1343.0       68.0      B6   \n",
+       "252813  2013      7    3    1322.0       82.0    1507.0       73.0      EV   \n",
+       "252826  2013      7    3    1348.0       78.0    1547.0       88.0      EV   \n",
+       "252850  2013      7    3    1420.0       65.0    1528.0       62.0      EV   \n",
+       "252852  2013      7    3    1425.0       70.0    1612.0       83.0      EV   \n",
+       "252853  2013      7    3    1428.0       89.0    1733.0      119.0      DL   \n",
+       "252857  2013      7    3    1432.0      115.0    1649.0      101.0      UA   \n",
+       "252867  2013      7    3    1446.0      106.0    1710.0      111.0      EV   \n",
+       "252878  2013      7    3    1451.0       81.0    1729.0       91.0      DL   \n",
+       "252911  2013      7    3    1521.0       82.0    1759.0       87.0      DL   \n",
+       "252916  2013      7    3    1525.0      105.0    1716.0       81.0      WN   \n",
+       "252917  2013      7    3    1526.0      106.0    1858.0      118.0      AA   \n",
+       "252928  2013      7    3    1539.0       84.0    1701.0       87.0      EV   \n",
+       "252929  2013      7    3    1539.0       89.0    1812.0      102.0      FL   \n",
+       "252930  2013      7    3    1540.0       85.0    1758.0       89.0      DL   \n",
+       "252942  2013      7    3    1559.0       84.0    1713.0       82.0      9E   \n",
+       "252956  2013      7    3    1608.0       69.0    1856.0       79.0      DL   \n",
+       "252957  2013      7    3    1609.0       81.0    1904.0       83.0      UA   \n",
+       "252960  2013      7    3    1611.0       72.0    1756.0       62.0      EV   \n",
+       "252963  2013      7    3    1612.0      102.0    1729.0       91.0      FL   \n",
+       "252967  2013      7    3    1616.0       66.0    1847.0       73.0      EV   \n",
+       "252968  2013      7    3    1618.0       79.0    1928.0       80.0      UA   \n",
+       "252976  2013      7    3    1625.0      290.0    1813.0      272.0      DL   \n",
+       "252978  2013      7    3    1626.0       63.0    1804.0       55.0      9E   \n",
+       "252983  2013      7    3    1628.0       63.0    1827.0       62.0      MQ   \n",
+       "252992  2013      7    3    1640.0      101.0    1928.0      102.0      B6   \n",
+       "252993  2013      7    3    1640.0      105.0    2046.0      101.0      AA   \n",
+       "252997  2013      7    3    1642.0       72.0    2002.0       77.0      B6   \n",
+       "253001  2013      7    3    1645.0      115.0    1814.0      100.0      9E   \n",
+       "253002  2013      7    3    1646.0      191.0    1758.0      183.0      MQ   \n",
+       "253015  2013      7    3    1658.0       68.0    2006.0       81.0      AA   \n",
+       "253016  2013      7    3    1659.0      390.0    1839.0      390.0      EV   \n",
+       "253020  2013      7    3    1701.0       61.0    1807.0       46.0      US   \n",
+       "253024  2013      7    3    1705.0      186.0    2003.0      159.0      DL   \n",
+       "253032  2013      7    3    1711.0      251.0    1835.0      250.0      UA   \n",
+       "253047  2013      7    3    1723.0      100.0    2015.0       66.0      DL   \n",
+       "253049  2013      7    3    1723.0       74.0    2007.0       39.0      UA   \n",
+       "253056  2013      7    3    1729.0      105.0    1900.0       88.0      UA   \n",
+       "253062  2013      7    3    1741.0       71.0    1916.0       66.0      B6   \n",
+       "253064  2013      7    3    1742.0       66.0    1907.0       62.0      B6   \n",
+       "253070  2013      7    3    1747.0       78.0    1919.0       77.0      EV   \n",
+       "253074  2013      7    3    1750.0       90.0    2037.0       74.0      B6   \n",
+       "253078  2013      7    3    1752.0       87.0    1948.0       93.0      MQ   \n",
+       "253081  2013      7    3    1754.0       69.0    1910.0       55.0      WN   \n",
+       "253091  2013      7    3    1806.0       85.0    2038.0       85.0      EV   \n",
+       "253092  2013      7    3    1807.0      137.0    2013.0      141.0      EV   \n",
+       "253093  2013      7    3    1807.0      123.0    2031.0      132.0      EV   \n",
+       "253100  2013      7    3    1815.0      151.0    2031.0      146.0      EV   \n",
+       "253102  2013      7    3    1820.0      110.0    1955.0       76.0      DL   \n",
+       "253103  2013      7    3    1821.0      101.0    2027.0      115.0      EV   \n",
+       "253106  2013      7    3    1823.0       98.0    1959.0      112.0      EV   \n",
+       "253122  2013      7    3    1834.0       84.0    2122.0       82.0      WN   \n",
+       "253125  2013      7    3    1836.0       97.0    2059.0      100.0      DL   \n",
+       "253137  2013      7    3    1846.0       95.0    2145.0       66.0      B6   \n",
+       "253140  2013      7    3    1849.0       74.0    2001.0       55.0      DL   \n",
+       "253149  2013      7    3    1859.0       78.0    2120.0       43.0      UA   \n",
+       "253161  2013      7    3    1912.0      102.0    2037.0      109.0      B6   \n",
+       "253164  2013      7    3    1913.0      105.0    2108.0       90.0      EV   \n",
+       "253165  2013      7    3    1914.0       74.0    2100.0       48.0      DL   \n",
+       "253174  2013      7    3    1922.0      133.0    2147.0      113.0      B6   \n",
+       "253175  2013      7    3    1922.0      116.0    2138.0      127.0      EV   \n",
+       "253177  2013      7    3    1929.0      129.0    2141.0      129.0      EV   \n",
+       "253181  2013      7    3    1931.0      111.0    2108.0      122.0      EV   \n",
+       "253182  2013      7    3    1931.0       91.0    2155.0       76.0      DL   \n",
+       "253184  2013      7    3    1933.0       73.0    2200.0       72.0      9E   \n",
+       "253186  2013      7    3    1935.0      216.0    2110.0      211.0      EV   \n",
+       "253191  2013      7    3    1940.0       75.0    2148.0       62.0      9E   \n",
+       "253192  2013      7    3    1940.0       80.0    2325.0      104.0      DL   \n",
+       "253197  2013      7    3    1950.0      220.0    2107.0      187.0      AA   \n",
+       "253199  2013      7    3    2000.0      112.0    2155.0       88.0      UA   \n",
+       "253204  2013      7    3    2011.0      101.0    2238.0       97.0      9E   \n",
+       "253211  2013      7    3    2023.0      103.0    2335.0      146.0      9E   \n",
+       "253212  2013      7    3    2025.0      197.0    2138.0      181.0      EV   \n",
+       "253214  2013      7    3    2027.0      262.0    2125.0      233.0      YV   \n",
+       "253216  2013      7    3    2029.0      134.0    2254.0      128.0      DL   \n",
+       "253218  2013      7    3    2031.0       91.0    2235.0       80.0      EV   \n",
+       "253219  2013      7    3    2031.0       61.0    2331.0       76.0      DL   \n",
+       "253220  2013      7    3    2032.0      157.0    2213.0      172.0      B6   \n",
+       "253223  2013      7    3    2035.0       65.0    2324.0       83.0      EV   \n",
+       "253226  2013      7    3    2036.0       61.0    2314.0      114.0      MQ   \n",
+       "253230  2013      7    3    2039.0       95.0    2201.0       94.0      EV   \n",
+       "253238  2013      7    3    2048.0       68.0    2327.0       63.0      EV   \n",
+       "253242  2013      7    3    2055.0       80.0    2325.0      103.0      9E   \n",
+       "253244  2013      7    3    2059.0      114.0    2328.0      140.0      9E   \n",
+       "253247  2013      7    3    2107.0       62.0    2316.0       87.0      B6   \n",
+       "253249  2013      7    3    2113.0       93.0    2330.0      100.0      EV   \n",
+       "253252  2013      7    3    2117.0      137.0    2335.0      123.0      DL   \n",
+       "253253  2013      7    3    2118.0       78.0    2312.0      103.0      B6   \n",
+       "253256  2013      7    3    2120.0      100.0       4.0      142.0      EV   \n",
+       "253257  2013      7    3    2120.0       90.0    2337.0       82.0      EV   \n",
+       "253258  2013      7    3    2123.0       82.0      12.0       78.0      B6   \n",
+       "253259  2013      7    3    2124.0       84.0       5.0       55.0      DL   \n",
+       "253263  2013      7    3    2128.0      106.0    2239.0       99.0      EV   \n",
+       "253265  2013      7    3    2129.0      253.0    2322.0      274.0      B6   \n",
+       "253267  2013      7    3    2130.0      115.0    2356.0       93.0      9E   \n",
+       "253269  2013      7    3    2133.0       93.0    2247.0       71.0      UA   \n",
+       "253270  2013      7    3    2137.0      182.0    2319.0      153.0      DL   \n",
+       "253275  2013      7    3    2147.0      131.0      43.0      130.0      B6   \n",
+       "253279  2013      7    3    2153.0       84.0    2350.0       62.0      EV   \n",
+       "253282  2013      7    3    2157.0      138.0      42.0      112.0      UA   \n",
+       "253283  2013      7    3    2158.0      117.0      52.0      107.0      VX   \n",
+       "253284  2013      7    3    2159.0      119.0    2302.0      106.0      US   \n",
+       "253285  2013      7    3    2201.0       61.0      29.0        7.0      DL   \n",
+       "253287  2013      7    3    2207.0       67.0      50.0       38.0      DL   \n",
+       "253288  2013      7    3    2207.0      127.0      33.0      128.0      MQ   \n",
+       "253289  2013      7    3    2209.0      120.0      12.0       97.0      EV   \n",
+       "253290  2013      7    3    2209.0      129.0      36.0      153.0      9E   \n",
+       "253291  2013      7    3    2210.0       70.0    2306.0       54.0      US   \n",
+       "253292  2013      7    3    2211.0       70.0     232.0       92.0      B6   \n",
+       "253293  2013      7    3    2212.0       62.0    2358.0       75.0      B6   \n",
+       "253295  2013      7    3    2213.0      103.0    2314.0       68.0      9E   \n",
+       "253297  2013      7    3    2215.0      186.0      45.0      165.0      UA   \n",
+       "253298  2013      7    3    2220.0       81.0    2351.0       62.0      EV   \n",
+       "253299  2013      7    3    2221.0       96.0       7.0       59.0      9E   \n",
+       "253301  2013      7    3    2224.0      144.0      37.0      127.0      DL   \n",
+       "253303  2013      7    3    2230.0       90.0       5.0       75.0      MQ   \n",
+       "253304  2013      7    3    2231.0       62.0      45.0       79.0      EV   \n",
+       "253305  2013      7    3    2233.0      184.0      33.0      158.0      9E   \n",
+       "253306  2013      7    3    2234.0      215.0      47.0      206.0      FL   \n",
+       "253308  2013      7    3    2238.0       99.0    2357.0       97.0      EV   \n",
+       "253309  2013      7    3    2241.0      216.0      34.0      211.0      9E   \n",
+       "253310  2013      7    3    2246.0      113.0     127.0       92.0      UA   \n",
+       "253311  2013      7    3    2247.0       72.0     147.0       77.0      B6   \n",
+       "253312  2013      7    3    2248.0      218.0       2.0      186.0      EV   \n",
+       "253313  2013      7    3    2252.0       87.0      46.0       52.0      B6   \n",
+       "253315  2013      7    3    2255.0      240.0      39.0      220.0      US   \n",
+       "253317  2013      7    3    2259.0       70.0       5.0       61.0      UA   \n",
+       "253318  2013      7    3    2302.0      107.0     259.0       88.0      DL   \n",
+       "253319  2013      7    3    2310.0      135.0       6.0       96.0      WN   \n",
+       "253321  2013      7    3    2312.0      192.0     201.0      166.0      AA   \n",
+       "253322  2013      7    3    2313.0      253.0     210.0      234.0      DL   \n",
+       "253323  2013      7    3    2315.0      140.0     127.0      123.0      EV   \n",
+       "253324  2013      7    3    2316.0      107.0      28.0       85.0      EV   \n",
+       "253325  2013      7    3    2319.0       93.0     137.0       67.0      B6   \n",
+       "253329  2013      7    3    2338.0      188.0      51.0      169.0      FL   \n",
+       "253330  2013      7    3    2339.0      130.0     137.0      108.0      EV   \n",
+       "253332  2013      7    3    2356.0      296.0     237.0      237.0      DL   \n",
+       "253509  2013      7    4     837.0      107.0    1115.0      104.0      B6   \n",
+       "253550  2013      7    4     929.0       74.0    1144.0       72.0      DL   \n",
+       "253571  2013      7    4     957.0      117.0    1106.0      117.0      B6   \n",
+       "253605  2013      7    4    1045.0       75.0    1328.0       58.0      WN   \n",
+       "253625  2013      7    4    1110.0       85.0    1212.0       47.0      AA   \n",
+       "253633  2013      7    4    1118.0      123.0    1408.0      101.0      DL   \n",
+       "253748  2013      7    4    1357.0       67.0    1628.0       41.0      DL   \n",
+       "253750  2013      7    4    1401.0      126.0    1550.0       90.0      WN   \n",
+       "253764  2013      7    4    1430.0       65.0    1835.0       34.0      UA   \n",
+       "253825  2013      7    4    1535.0       66.0    1926.0       56.0      B6   \n",
+       "253895  2013      7    4    1658.0       63.0    1945.0       47.0      DL   \n",
+       "253941  2013      7    4    1742.0      141.0    1925.0      107.0      UA   \n",
+       "253944  2013      7    4    1750.0       70.0    1927.0       72.0      MQ   \n",
+       "253963  2013      7    4    1818.0       72.0    2201.0       50.0      B6   \n",
+       "253972  2013      7    4    1829.0      144.0    1928.0      108.0      AA   \n",
+       "254022  2013      7    4    2003.0      123.0    2251.0      109.0      B6   \n",
+       "254024  2013      7    4    2005.0       95.0    2246.0       66.0      B6   \n",
+       "254026  2013      7    4    2012.0       73.0    2120.0       58.0      EV   \n",
+       "254047  2013      7    4    2103.0      107.0    2346.0       92.0      B6   \n",
+       "254064  2013      7    4    2143.0      163.0     106.0      146.0      DL   \n",
+       "254067  2013      7    4    2159.0      118.0      34.0      100.0      B6   \n",
+       "254076  2013      7    4    2330.0      185.0     233.0      192.0      B6   \n",
+       "254082  2013      7    5     106.0      141.0     336.0      121.0      B6   \n",
+       "254151  2013      7    5     708.0       63.0    1001.0       82.0      B6   \n",
+       "254219  2013      7    5     827.0      112.0    1143.0      139.0      UA   \n",
+       "254262  2013      7    5     910.0       70.0    1158.0       57.0      DL   \n",
+       "254296  2013      7    5    1000.0       70.0    1108.0       38.0      AA   \n",
+       "254365  2013      7    5    1136.0      127.0    1416.0      122.0      B6   \n",
+       "254394  2013      7    5    1211.0       82.0    1404.0       56.0      UA   \n",
+       "254427  2013      7    5    1300.0       65.0    1430.0       80.0      MQ   \n",
+       "254450  2013      7    5    1329.0       89.0    1454.0      104.0      WN   \n",
+       "254456  2013      7    5    1340.0      125.0    1513.0       97.0      DL   \n",
+       "254492  2013      7    5    1425.0       70.0    1703.0       65.0      B6   \n",
+       "254503  2013      7    5    1443.0       73.0    1723.0       58.0      B6   \n",
+       "254539  2013      7    5    1507.0       78.0    1619.0       75.0      B6   \n",
+       "254561  2013      7    5    1530.0      211.0    1643.0      209.0      9E   \n",
+       "254608  2013      7    5    1607.0       82.0    1740.0       58.0      9E   \n",
+       "254610  2013      7    5    1608.0       69.0    1843.0       42.0      9E   \n",
+       "254620  2013      7    5    1620.0      110.0    1906.0      101.0      B6   \n",
+       "254633  2013      7    5    1630.0      121.0    2020.0      110.0      B6   \n",
+       "254723  2013      7    5    1801.0      151.0    2100.0      135.0      B6   \n",
+       "254755  2013      7    5    1836.0      116.0    1953.0       98.0      MQ   \n",
+       "254760  2013      7    5    1844.0      134.0    2126.0      101.0      B6   \n",
+       "254805  2013      7    5    1933.0      147.0    2348.0      157.0      B6   \n",
+       "254809  2013      7    5    1934.0       79.0    2203.0       79.0      DL   \n",
+       "254846  2013      7    5    2044.0       69.0    2157.0       40.0      9E   \n",
+       "254865  2013      7    5    2115.0      115.0    2350.0      100.0      AA   \n",
+       "254871  2013      7    5    2126.0       79.0     105.0       66.0      UA   \n",
+       "254884  2013      7    5    2203.0       98.0      51.0       87.0      UA   \n",
+       "254885  2013      7    5    2206.0      156.0    2316.0      147.0      EV   \n",
+       "254886  2013      7    5    2209.0      129.0      51.0      105.0      DL   \n",
+       "254888  2013      7    5    2218.0       98.0    2357.0       82.0      MQ   \n",
+       "254889  2013      7    5    2219.0       64.0      40.0       17.0      UA   \n",
+       "254896  2013      7    5    2311.0      235.0     137.0      203.0      B6   \n",
+       "254905  2013      7    6     147.0      108.0     526.0       96.0      B6   \n",
+       "254906  2013      7    6     149.0      589.0     456.0      561.0      DL   \n",
+       "255156  2013      7    6    1021.0       91.0    1125.0       74.0      9E   \n",
+       "255173  2013      7    6    1037.0       67.0    1208.0       16.0      EV   \n",
+       "255201  2013      7    6    1120.0       90.0    1332.0       87.0      MQ   \n",
+       "255212  2013      7    6    1133.0       78.0       NaN        NaN      UA   \n",
+       "255274  2013      7    6    1304.0       69.0    1410.0       60.0      MQ   \n",
+       "255286  2013      7    6    1321.0      172.0    1556.0      166.0      B6   \n",
+       "255319  2013      7    6    1414.0      105.0    1531.0      100.0      B6   \n",
+       "255329  2013      7    6    1432.0       77.0    1729.0       91.0      B6   \n",
+       "255402  2013      7    6    1540.0       67.0    1819.0       54.0      UA   \n",
+       "255405  2013      7    6    1544.0       68.0    1829.0       68.0      UA   \n",
+       "255431  2013      7    6    1610.0       75.0    1802.0       62.0      EV   \n",
+       "255453  2013      7    6    1628.0      108.0    1811.0       91.0      DL   \n",
+       "255459  2013      7    6    1636.0       66.0    1910.0       32.0      DL   \n",
+       "255479  2013      7    6    1701.0       78.0    1938.0       34.0      DL   \n",
+       "255499  2013      7    6    1727.0       88.0    1924.0       58.0      9E   \n",
+       "255526  2013      7    6    1805.0       70.0    1904.0       44.0      EV   \n",
+       "255528  2013      7    6    1806.0      127.0    2044.0       97.0      DL   \n",
+       "255532  2013      7    6    1808.0       98.0    1955.0       85.0      MQ   \n",
+       "255541  2013      7    6    1818.0      178.0    1959.0      169.0      AA   \n",
+       "255565  2013      7    6    1841.0       71.0    2042.0       51.0      F9   \n",
+       "255567  2013      7    6    1847.0       62.0    2024.0       59.0      MQ   \n",
+       "255608  2013      7    6    1939.0       64.0    2100.0       50.0      MQ   \n",
+       "255630  2013      7    6    2006.0       96.0    2102.0       82.0      MQ   \n",
+       "255633  2013      7    6    2014.0       69.0    2129.0       23.0      9E   \n",
+       "255637  2013      7    6    2023.0      114.0    2233.0       58.0      UA   \n",
+       "255648  2013      7    6    2038.0       68.0    2211.0       36.0      9E   \n",
+       "255672  2013      7    6    2137.0       67.0    2256.0       52.0      9E   \n",
+       "255674  2013      7    6    2143.0      108.0    2311.0       86.0      MQ   \n",
+       "255677  2013      7    6    2152.0      322.0      56.0      297.0      VX   \n",
+       "255678  2013      7    6    2157.0      162.0      29.0      119.0      AA   \n",
+       "255679  2013      7    6    2157.0      177.0     112.0      152.0      DL   \n",
+       "255683  2013      7    6    2225.0      210.0     233.0      258.0      VX   \n",
+       "255690  2013      7    6    2249.0      109.0     104.0       88.0      B6   \n",
+       "255693  2013      7    6    2333.0       98.0     246.0      123.0      B6   \n",
+       "255708  2013      7    7       4.0       74.0     129.0       75.0      B6   \n",
+       "255709  2013      7    7       8.0      278.0     220.0      259.0      EV   \n",
+       "255710  2013      7    7       9.0      144.0     116.0      120.0      DL   \n",
+       "255711  2013      7    7      11.0       86.0     301.0       86.0      B6   \n",
+       "255712  2013      7    7      13.0      163.0     247.0      168.0      B6   \n",
+       "255713  2013      7    7      14.0      404.0     143.0      363.0      DL   \n",
+       "255714  2013      7    7      14.0      197.0     234.0      155.0      UA   \n",
+       "255715  2013      7    7      19.0       94.0     147.0      103.0      B6   \n",
+       "255717  2013      7    7      21.0      285.0     206.0      263.0      EV   \n",
+       "255718  2013      7    7      23.0      187.0     206.0      162.0      EV   \n",
+       "255719  2013      7    7      23.0      253.0     113.0      207.0      UA   \n",
+       "255720  2013      7    7      24.0      224.0     158.0      203.0      MQ   \n",
+       "255721  2013      7    7      26.0      181.0     136.0      170.0      B6   \n",
+       "255722  2013      7    7      28.0      103.0     145.0      104.0      B6   \n",
+       "255723  2013      7    7      28.0      250.0     304.0      223.0      UA   \n",
+       "255724  2013      7    7      37.0      452.0     305.0      421.0      DL   \n",
+       "255725  2013      7    7      42.0      342.0     308.0      298.0      DL   \n",
+       "255726  2013      7    7      47.0      227.0     143.0      213.0      US   \n",
+       "255727  2013      7    7      50.0      231.0     209.0      204.0      EV   \n",
+       "255728  2013      7    7      58.0      243.0     151.0      201.0      WN   \n",
+       "255729  2013      7    7     100.0      185.0     153.0      149.0      UA   \n",
+       "255730  2013      7    7     115.0      196.0     215.0      173.0      EV   \n",
+       "255731  2013      7    7     130.0       91.0     507.0       87.0      B6   \n",
+       "255732  2013      7    7     141.0      102.0     528.0       98.0      B6   \n",
+       "255733  2013      7    7     143.0      404.0     343.0      382.0      FL   \n",
+       "255734  2013      7    7     231.0      206.0     328.0      195.0      B6   \n",
+       "255735  2013      7    7     232.0      227.0     330.0      211.0      B6   \n",
+       "255811  2013      7    7     721.0       81.0     822.0       67.0      EV   \n",
+       "255943  2013      7    7     932.0       62.0    1121.0       41.0      EV   \n",
+       "255949  2013      7    7     939.0      130.0    1215.0      116.0      B6   \n",
+       "255961  2013      7    7     953.0      113.0    1143.0       87.0      DL   \n",
+       "255976  2013      7    7    1015.0       76.0    1212.0       30.0      UA   \n",
+       "255984  2013      7    7    1024.0       77.0    1239.0       39.0      UA   \n",
+       "256000  2013      7    7    1050.0       77.0    1334.0       59.0      B6   \n",
+       "256029  2013      7    7    1123.0       83.0    1414.0       67.0      UA   \n",
+       "256031  2013      7    7    1128.0       88.0    1553.0       83.0      HA   \n",
+       "256062  2013      7    7    1201.0      111.0    1452.0       95.0      UA   \n",
+       "256093  2013      7    7    1253.0       63.0    1611.0       69.0      UA   \n",
+       "256100  2013      7    7    1259.0      304.0    1439.0      270.0      UA   \n",
+       "256106  2013      7    7    1306.0       71.0    1411.0       48.0      EV   \n",
+       "256115  2013      7    7    1315.0       65.0    1545.0       45.0      AA   \n",
+       "256122  2013      7    7    1322.0      147.0    1603.0      125.0      B6   \n",
+       "256133  2013      7    7    1336.0       88.0    1627.0       72.0      UA   \n",
+       "256134  2013      7    7    1337.0      327.0    1554.0      325.0      DL   \n",
+       "256135  2013      7    7    1337.0       92.0    1554.0       84.0      MQ   \n",
+       "256138  2013      7    7    1343.0       64.0    1627.0       53.0      B6   \n",
+       "256145  2013      7    7    1353.0      128.0    1554.0      134.0      MQ   \n",
+       "256173  2013      7    7    1432.0      117.0    1632.0      122.0      EV   \n",
+       "256182  2013      7    7    1442.0       72.0    1709.0       71.0      DL   \n",
+       "256231  2013      7    7    1512.0      132.0    1749.0      153.0      DL   \n",
+       "256239  2013      7    7    1519.0      319.0    1831.0      312.0      DL   \n",
+       "256248  2013      7    7    1527.0      102.0    1834.0      109.0      AA   \n",
+       "256259  2013      7    7    1535.0      108.0    1838.0      114.0      DL   \n",
+       "256303  2013      7    7    1620.0      141.0    2029.0      185.0      DL   \n",
+       "256333  2013      7    7    1657.0      117.0    1940.0      103.0      UA   \n",
+       "256342  2013      7    7    1701.0      213.0       NaN        NaN      9E   \n",
+       "256364  2013      7    7    1734.0      114.0    2218.0      200.0      UA   \n",
+       "256370  2013      7    7    1739.0      103.0       NaN        NaN      EV   \n",
+       "256375  2013      7    7    1748.0      108.0    2254.0      196.0      DL   \n",
+       "256392  2013      7    7    1805.0      143.0    2212.0      257.0      UA   \n",
+       "256394  2013      7    7    1808.0       99.0    2051.0       84.0      B6   \n",
+       "256396  2013      7    7    1810.0       75.0    2316.0      216.0      UA   \n",
+       "256400  2013      7    7    1818.0       68.0    2303.0      148.0      UA   \n",
+       "256413  2013      7    7    1840.0      145.0    2205.0      152.0      UA   \n",
+       "256415  2013      7    7    1844.0       99.0    2239.0      208.0      US   \n",
+       "256418  2013      7    7    1850.0       75.0    2243.0      133.0      AA   \n",
+       "256419  2013      7    7    1850.0       75.0    2217.0      107.0      AA   \n",
+       "256425  2013      7    7    1900.0      121.0    2027.0      126.0      EV   \n",
+       "256428  2013      7    7    1902.0      102.0    2111.0      141.0      MQ   \n",
+       "256431  2013      7    7    1905.0       90.0    2208.0      151.0      YV   \n",
+       "256432  2013      7    7    1907.0       87.0    2248.0      116.0      UA   \n",
+       "256440  2013      7    7    1917.0      131.0    2338.0      147.0      B6   \n",
+       "256442  2013      7    7    1920.0      200.0       NaN        NaN      DL   \n",
+       "256447  2013      7    7    1933.0       63.0    2304.0       98.0      UA   \n",
+       "256448  2013      7    7    1934.0       74.0    2203.0       58.0      UA   \n",
+       "256450  2013      7    7    1935.0       65.0    2352.0      194.0      DL   \n",
+       "256452  2013      7    7    1937.0      192.0    2116.0      188.0      DL   \n",
+       "256457  2013      7    7    1953.0      270.0    2239.0      330.0      9E   \n",
+       "256460  2013      7    7    1957.0      122.0      22.0      182.0      AA   \n",
+       "256465  2013      7    7    2010.0      150.0    2312.0      146.0      UA   \n",
+       "256471  2013      7    7    2014.0      139.0      41.0      236.0      AA   \n",
+       "256472  2013      7    7    2015.0      123.0    2357.0      130.0      UA   \n",
+       "256473  2013      7    7    2016.0      136.0    2211.0      161.0      WN   \n",
+       "256477  2013      7    7    2021.0       86.0    2313.0      134.0      US   \n",
+       "256478  2013      7    7    2022.0       82.0      25.0      173.0      DL   \n",
+       "256481  2013      7    7    2025.0       75.0    2251.0      115.0      EV   \n",
+       "256482  2013      7    7    2025.0      235.0    2339.0      294.0      MQ   \n",
+       "256483  2013      7    7    2026.0       82.0    2254.0      107.0      EV   \n",
+       "256486  2013      7    7    2033.0       98.0      47.0      151.0      B6   \n",
+       "256487  2013      7    7    2038.0      113.0    2218.0      108.0      AA   \n",
+       "256488  2013      7    7    2038.0       73.0    2358.0       75.0      DL   \n",
+       "256490  2013      7    7    2043.0       83.0    2246.0      121.0      AA   \n",
+       "256491  2013      7    7    2043.0       68.0     101.0      119.0      DL   \n",
+       "256492  2013      7    7    2046.0       71.0      17.0      114.0      9E   \n",
+       "256495  2013      7    7    2051.0      191.0    2335.0      200.0      WN   \n",
+       "256498  2013      7    7    2058.0       78.0    2350.0       86.0      EV   \n",
+       "256499  2013      7    7    2058.0      116.0    2332.0      147.0      EV   \n",
+       "256500  2013      7    7    2059.0      179.0    2232.0      195.0      EV   \n",
+       "256501  2013      7    7    2059.0      629.0     106.0      676.0      VX   \n",
+       "256502  2013      7    7    2059.0      219.0      34.0      291.0      UA   \n",
+       "256503  2013      7    7    2100.0       65.0    2304.0       79.0      MQ   \n",
+       "256504  2013      7    7    2100.0      116.0    2225.0       89.0      UA   \n",
+       "256506  2013      7    7    2102.0      152.0    2341.0      121.0      B6   \n",
+       "256508  2013      7    7    2106.0       61.0    2302.0       73.0      B6   \n",
+       "256509  2013      7    7    2107.0      112.0      34.0      124.0      AA   \n",
+       "256511  2013      7    7    2112.0       72.0    2322.0      113.0      B6   \n",
+       "256512  2013      7    7    2115.0      195.0       NaN        NaN      B6   \n",
+       "256515  2013      7    7    2116.0      227.0      12.0      197.0      VX   \n",
+       "256516  2013      7    7    2117.0      257.0     120.0      302.0      DL   \n",
+       "256517  2013      7    7    2122.0       82.0       4.0       94.0      DL   \n",
+       "256518  2013      7    7    2123.0      252.0     157.0      318.0      B6   \n",
+       "256520  2013      7    7    2123.0      133.0     105.0      147.0      DL   \n",
+       "256521  2013      7    7    2123.0      653.0      17.0      632.0      VX   \n",
+       "256522  2013      7    7    2124.0      189.0    2253.0      163.0      UA   \n",
+       "256526  2013      7    7    2127.0      117.0     106.0      162.0      DL   \n",
+       "256527  2013      7    7    2127.0       62.0     118.0      114.0      UA   \n",
+       "256528  2013      7    7    2128.0      128.0    2352.0      102.0      AA   \n",
+       "256529  2013      7    7    2128.0      258.0    2330.0      243.0      UA   \n",
+       "256532  2013      7    7    2135.0      105.0    2345.0       89.0      DL   \n",
+       "256536  2013      7    7    2140.0      100.0    2314.0       94.0      MQ   \n",
+       "256537  2013      7    7    2141.0      195.0    2250.0      152.0      UA   \n",
+       "256538  2013      7    7    2142.0      186.0      45.0      170.0      UA   \n",
+       "256542  2013      7    7    2152.0       82.0    2333.0       91.0      FL   \n",
+       "256544  2013      7    7    2155.0      110.0     143.0      104.0      UA   \n",
+       "256546  2013      7    7    2157.0      207.0    2356.0      181.0      WN   \n",
+       "256547  2013      7    7    2200.0      215.0    2314.0      189.0      MQ   \n",
+       "256549  2013      7    7    2204.0      399.0     107.0      404.0      UA   \n",
+       "256550  2013      7    7    2209.0       69.0     227.0      135.0      DL   \n",
+       "256551  2013      7    7    2210.0       71.0      19.0       71.0      EV   \n",
+       "256552  2013      7    7    2211.0       72.0       NaN        NaN      EV   \n",
+       "256553  2013      7    7    2213.0      103.0    2317.0       82.0      WN   \n",
+       "256555  2013      7    7    2215.0      160.0      55.0      130.0      UA   \n",
+       "256556  2013      7    7    2219.0       64.0     121.0       92.0      DL   \n",
+       "256557  2013      7    7    2221.0      171.0     114.0      130.0      UA   \n",
+       "256558  2013      7    7    2223.0      118.0     158.0      157.0      B6   \n",
+       "256559  2013      7    7    2227.0      212.0     109.0      184.0      VX   \n",
+       "256560  2013      7    7    2227.0      102.0     106.0       82.0      UA   \n",
+       "256561  2013      7    7    2228.0      389.0       NaN        NaN      9E   \n",
+       "256562  2013      7    7    2229.0      254.0    2400.0      255.0      WN   \n",
+       "256563  2013      7    7    2231.0      150.0     218.0      193.0      VX   \n",
+       "256564  2013      7    7    2238.0      240.0       3.0      226.0      B6   \n",
+       "256565  2013      7    7    2240.0      115.0    2348.0      109.0      B6   \n",
+       "256566  2013      7    7    2244.0      249.0      38.0      232.0      DL   \n",
+       "256567  2013      7    7    2244.0      110.0     116.0       82.0      UA   \n",
+       "256568  2013      7    7    2245.0      330.0      53.0      324.0      EV   \n",
+       "256569  2013      7    7    2245.0       65.0      32.0       82.0      MQ   \n",
+       "256570  2013      7    7    2247.0      142.0      52.0      122.0      EV   \n",
+       "256571  2013      7    7    2249.0      269.0     135.0      287.0      9E   \n",
+       "256572  2013      7    7    2250.0      200.0       4.0      195.0      EV   \n",
+       "256573  2013      7    7    2253.0       84.0       4.0       75.0      EV   \n",
+       "256574  2013      7    7    2255.0      115.0       9.0      117.0      US   \n",
+       "256575  2013      7    7    2256.0      326.0     104.0      279.0      UA   \n",
+       "256576  2013      7    7    2258.0      173.0      54.0      140.0      EV   \n",
+       "256577  2013      7    7    2300.0      170.0     142.0      145.0      UA   \n",
+       "256578  2013      7    7    2303.0       94.0     111.0       82.0      EV   \n",
+       "256579  2013      7    7    2306.0      396.0     250.0      411.0      VX   \n",
+       "256580  2013      7    7    2306.0      271.0      40.0      270.0      MQ   \n",
+       "256581  2013      7    7    2308.0       73.0      18.0       49.0      EV   \n",
+       "256582  2013      7    7    2308.0       73.0     142.0       59.0      B6   \n",
+       "256583  2013      7    7    2309.0      314.0     129.0      319.0      MQ   \n",
+       "256584  2013      7    7    2310.0      105.0     201.0      127.0      B6   \n",
+       "256585  2013      7    7    2310.0      245.0      14.0      209.0      WN   \n",
+       "256586  2013      7    7    2317.0      237.0      23.0      203.0      AA   \n",
+       "256587  2013      7    7    2318.0      228.0     215.0      230.0      UA   \n",
+       "256588  2013      7    7    2323.0      144.0      41.0      141.0      EV   \n",
+       "256589  2013      7    7    2325.0      151.0     106.0      128.0      EV   \n",
+       "256590  2013      7    7    2325.0      218.0      59.0      186.0      EV   \n",
+       "256591  2013      7    7    2332.0       61.0     347.0       81.0      B6   \n",
+       "256592  2013      7    7    2339.0      159.0     250.0      148.0      DL   \n",
+       "256593  2013      7    7    2344.0      224.0     153.0      208.0      MQ   \n",
+       "256594  2013      7    7    2346.0      126.0     114.0      134.0      MQ   \n",
+       "256595  2013      7    7    2347.0      362.0     135.0      325.0      DL   \n",
+       "256596  2013      7    7    2351.0       66.0     121.0       78.0      B6   \n",
+       "256597  2013      7    7    2352.0      172.0      57.0      142.0      AA   \n",
+       "256598  2013      7    7    2352.0      327.0     236.0      310.0      DL   \n",
+       "256599  2013      7    7    2352.0      113.0      48.0       67.0      UA   \n",
+       "256600  2013      7    7    2354.0      299.0     309.0      294.0      VX   \n",
+       "256601  2013      7    7    2400.0      250.0     107.0      217.0      AA   \n",
+       "256642  2013      7    8       2.0      167.0     206.0      137.0      DL   \n",
+       "256644  2013      7    8       9.0      299.0     254.0      256.0      DL   \n",
+       "256645  2013      7    8      11.0       86.0     240.0       65.0      B6   \n",
+       "256647  2013      7    8      30.0      125.0     117.0      107.0      EV   \n",
+       "256648  2013      7    8      54.0      304.0     242.0      267.0      EV   \n",
+       "256649  2013      7    8     102.0      247.0     303.0      219.0      EV   \n",
+       "256650  2013      7    8     104.0      139.0     205.0      121.0      B6   \n",
+       "256651  2013      7    8     111.0       72.0     454.0       64.0      B6   \n",
+       "256652  2013      7    8     216.0      271.0     312.0      236.0      DL   \n",
+       "256749  2013      7    8     711.0       61.0     816.0       51.0      WN   \n",
+       "256770  2013      7    8     733.0       85.0     836.0       77.0      B6   \n",
+       "256775  2013      7    8     743.0       73.0     920.0       55.0      MQ   \n",
+       "256845  2013      7    8     839.0      104.0    1108.0       90.0      B6   \n",
+       "256859  2013      7    8     857.0      144.0    1143.0      135.0      UA   \n",
+       "256863  2013      7    8     859.0      159.0    1037.0      140.0      EV   \n",
+       "256892  2013      7    8     934.0       74.0    1116.0       33.0      EV   \n",
+       "256896  2013      7    8     938.0       73.0    1120.0       63.0      US   \n",
+       "256923  2013      7    8    1003.0       93.0    1140.0       85.0      MQ   \n",
+       "256943  2013      7    8    1034.0       65.0    1309.0       55.0      B6   \n",
+       "256947  2013      7    8    1043.0      134.0    1336.0      113.0      UA   \n",
+       "256954  2013      7    8    1052.0      112.0    1309.0      103.0      EV   \n",
+       "256967  2013      7    8    1058.0      148.0    1235.0      130.0      MQ   \n",
+       "256972  2013      7    8    1102.0      162.0    1307.0      145.0      9E   \n",
+       "256979  2013      7    8    1108.0       69.0    1318.0       53.0      B6   \n",
+       "256998  2013      7    8    1136.0       71.0    1400.0       95.0      MQ   \n",
+       "257006  2013      7    8    1149.0       79.0    1444.0       59.0      AA   \n",
+       "257022  2013      7    8    1203.0       68.0    1445.0       58.0      DL   \n",
+       "257027  2013      7    8    1207.0       97.0    1504.0       74.0      VX   \n",
+       "257066  2013      7    8    1256.0       61.0    1406.0       43.0      EV   \n",
+       "257107  2013      7    8    1355.0       65.0    1550.0      103.0      EV   \n",
+       "257117  2013      7    8    1408.0       68.0    1717.0      132.0      MQ   \n",
+       "257121  2013      7    8    1416.0      126.0    1548.0      118.0      AA   \n",
+       "257126  2013      7    8    1420.0       81.0    1632.0       58.0      DL   \n",
+       "257131  2013      7    8    1427.0       85.0    1555.0       97.0      EV   \n",
+       "257140  2013      7    8    1443.0       70.0    1630.0       51.0      EV   \n",
+       "257182  2013      7    8    1519.0      289.0    1724.0      284.0      DL   \n",
+       "257185  2013      7    8    1524.0       69.0    1720.0      106.0      EV   \n",
+       "257203  2013      7    8    1540.0      105.0    1723.0       93.0      MQ   \n",
+       "257214  2013      7    8    1553.0       65.0    1803.0       46.0      EV   \n",
+       "257215  2013      7    8    1553.0       68.0    1727.0       84.0      EV   \n",
+       "257218  2013      7    8    1555.0       85.0    1718.0       68.0      EV   \n",
+       "257220  2013      7    8    1556.0      191.0    1648.0      164.0      EV   \n",
+       "257221  2013      7    8    1557.0       64.0    1814.0       82.0      EV   \n",
+       "257227  2013      7    8    1602.0       77.0    1844.0       84.0      B6   \n",
+       "257234  2013      7    8    1608.0       65.0    1821.0       82.0      EV   \n",
+       "257240  2013      7    8    1612.0       62.0    1926.0      112.0      EV   \n",
+       "257241  2013      7    8    1613.0       83.0    1754.0       80.0      9E   \n",
+       "257244  2013      7    8    1617.0       92.0    1805.0      109.0      UA   \n",
+       "257248  2013      7    8    1624.0       84.0    1908.0       70.0      B6   \n",
+       "257257  2013      7    8    1632.0       62.0    1749.0       59.0      WN   \n",
+       "257258  2013      7    8    1634.0      100.0    1822.0       72.0      EV   \n",
+       "257264  2013      7    8    1643.0      132.0    1805.0      120.0      EV   \n",
+       "257271  2013      7    8    1656.0      131.0    1935.0      173.0      9E   \n",
+       "257272  2013      7    8    1656.0      177.0    1905.0      182.0      B6   \n",
+       "257277  2013      7    8    1658.0       68.0    1844.0       39.0      WN   \n",
+       "257280  2013      7    8    1700.0       91.0    2005.0       85.0      UA   \n",
+       "257281  2013      7    8    1702.0       67.0    1858.0       79.0      9E   \n",
+       "257287  2013      7    8    1706.0      106.0    1931.0      110.0      EV   \n",
+       "257292  2013      7    8    1710.0       71.0    1850.0       71.0      EV   \n",
+       "257294  2013      7    8    1711.0       61.0    1954.0      104.0      EV   \n",
+       "257296  2013      7    8    1711.0      151.0    1921.0      158.0      DL   \n",
+       "257300  2013      7    8    1720.0       76.0    2029.0      130.0      EV   \n",
+       "257304  2013      7    8    1726.0      127.0    2019.0      119.0      UA   \n",
+       "257307  2013      7    8    1731.0      126.0    2033.0      188.0      MQ   \n",
+       "257313  2013      7    8    1733.0       82.0    2106.0      102.0      UA   \n",
+       "257317  2013      7    8    1736.0      101.0    1915.0       91.0      B6   \n",
+       "257323  2013      7    8    1747.0       90.0    2034.0      143.0      EV   \n",
+       "257324  2013      7    8    1747.0       67.0    1911.0       58.0      9E   \n",
+       "257325  2013      7    8    1747.0       77.0    2031.0      112.0      DL   \n",
+       "257327  2013      7    8    1749.0       69.0    1946.0       91.0      MQ   \n",
+       "257332  2013      7    8    1800.0       84.0    1944.0       99.0      B6   \n",
+       "257333  2013      7    8    1802.0      107.0    2025.0      114.0      DL   \n",
+       "257335  2013      7    8    1803.0       63.0    2010.0       47.0      9E   \n",
+       "257337  2013      7    8    1804.0       89.0    2033.0       55.0      B6   \n",
+       "257343  2013      7    8    1808.0      198.0    1945.0      191.0      9E   \n",
+       "257345  2013      7    8    1811.0      111.0    2140.0      137.0      B6   \n",
+       "257346  2013      7    8    1812.0       73.0    1958.0       95.0      EV   \n",
+       "257348  2013      7    8    1812.0       73.0    1958.0       85.0      UA   \n",
+       "257350  2013      7    8    1813.0       68.0    2030.0       26.0      DL   \n",
+       "257351  2013      7    8    1814.0      159.0    2004.0      159.0      MQ   \n",
+       "257352  2013      7    8    1815.0       67.0    1957.0       80.0      EV   \n",
+       "257355  2013      7    8    1821.0      106.0    2115.0      162.0      EV   \n",
+       "257360  2013      7    8    1829.0       64.0    2147.0       85.0      DL   \n",
+       "257361  2013      7    8    1830.0       85.0    2001.0       66.0      AA   \n",
+       "257364  2013      7    8    1832.0      217.0    2103.0      228.0      DL   \n",
+       "257365  2013      7    8    1835.0       93.0    2101.0       58.0      UA   \n",
+       "257366  2013      7    8    1836.0       88.0    2120.0      115.0      UA   \n",
+       "257368  2013      7    8    1837.0      114.0    2037.0       90.0      EV   \n",
+       "257369  2013      7    8    1837.0      218.0    2131.0      277.0      EV   \n",
+       "257372  2013      7    8    1842.0       96.0    2246.0       95.0      B6   \n",
+       "257373  2013      7    8    1842.0      132.0    2122.0      157.0      MQ   \n",
+       "257377  2013      7    8    1845.0       75.0    2102.0       71.0      F9   \n",
+       "257380  2013      7    8    1851.0      151.0    2113.0      140.0      9E   \n",
+       "257381  2013      7    8    1851.0       63.0    2147.0       72.0      B6   \n",
+       "257382  2013      7    8    1855.0       80.0    2056.0      101.0      WN   \n",
+       "257384  2013      7    8    1858.0      142.0    2105.0      157.0      EV   \n",
+       "257385  2013      7    8    1858.0      102.0    2016.0       88.0      B6   \n",
+       "257387  2013      7    8    1903.0       63.0    2112.0       60.0      DL   \n",
+       "257388  2013      7    8    1905.0      120.0    2103.0      112.0      US   \n",
+       "257390  2013      7    8    1908.0       87.0    2140.0       63.0      UA   \n",
+       "257391  2013      7    8    1909.0       69.0    2049.0       94.0      US   \n",
+       "257392  2013      7    8    1911.0      121.0    2205.0      110.0      AA   \n",
+       "257396  2013      7    8    1915.0      225.0    2223.0      208.0      AA   \n",
+       "257398  2013      7    8    1919.0      200.0    2123.0      175.0      9E   \n",
+       "257399  2013      7    8    1919.0      109.0    2257.0      131.0      UA   \n",
+       "257404  2013      7    8    1922.0      142.0    2156.0      138.0      DL   \n",
+       "257405  2013      7    8    1923.0       83.0    2206.0      156.0      WN   \n",
+       "257406  2013      7    8    1923.0       66.0    2213.0       75.0      UA   \n",
+       "257409  2013      7    8    1925.0      115.0    2137.0      169.0      B6   \n",
+       "257410  2013      7    8    1926.0      143.0    2126.0      163.0      EV   \n",
+       "257412  2013      7    8    1931.0      221.0    2202.0      250.0      EV   \n",
+       "257415  2013      7    8    1936.0       66.0    2238.0       58.0      B6   \n",
+       "257416  2013      7    8    1937.0       77.0    2244.0       63.0      DL   \n",
+       "257418  2013      7    8    1938.0       83.0    2206.0       80.0      DL   \n",
+       "257420  2013      7    8    1940.0      105.0    2240.0       86.0      UA   \n",
+       "257421  2013      7    8    1941.0      127.0    2157.0      121.0      FL   \n",
+       "257422  2013      7    8    1941.0      101.0    2122.0       92.0      MQ   \n",
+       "257423  2013      7    8    1943.0       65.0    2115.0       58.0      B6   \n",
+       "257424  2013      7    8    1944.0      124.0    2143.0       88.0      WN   \n",
+       "257425  2013      7    8    1945.0       86.0    2233.0       75.0      B6   \n",
+       "257426  2013      7    8    1945.0      105.0    2248.0       78.0      B6   \n",
+       "257428  2013      7    8    1945.0       65.0    2329.0      100.0      UA   \n",
+       "257429  2013      7    8    1947.0      156.0    2246.0      127.0      B6   \n",
+       "257437  2013      7    8    1952.0      203.0    2149.0      176.0      US   \n",
+       "257439  2013      7    8    1958.0       93.0    2316.0       91.0      AS   \n",
+       "257440  2013      7    8    1958.0      143.0    2150.0      133.0      YV   \n",
+       "257441  2013      7    8    1958.0       96.0    2303.0       68.0      UA   \n",
+       "257442  2013      7    8    1959.0       89.0    2201.0       66.0      WN   \n",
+       "257443  2013      7    8    2000.0       61.0    2218.0       31.0      B6   \n",
+       "257445  2013      7    8    2005.0      200.0    2133.0      206.0      EV   \n",
+       "257446  2013      7    8    2006.0      158.0    2216.0      158.0      EV   \n",
+       "257447  2013      7    8    2006.0       66.0    2147.0       91.0      US   \n",
+       "257448  2013      7    8    2007.0       78.0    2254.0       69.0      UA   \n",
+       "257449  2013      7    8    2008.0      218.0    2304.0      185.0      VX   \n",
+       "257450  2013      7    8    2009.0      104.0    2218.0       92.0      9E   \n",
+       "257453  2013      7    8    2010.0       85.0    2146.0       76.0      AA   \n",
+       "257454  2013      7    8    2011.0       72.0    2237.0       76.0      FL   \n",
+       "257456  2013      7    8    2012.0       77.0    2304.0       48.0      B6   \n",
+       "257457  2013      7    8    2014.0      216.0    2152.0      221.0      EV   \n",
+       "257458  2013      7    8    2016.0      141.0       9.0      169.0      AA   \n",
+       "257463  2013      7    8    2022.0      192.0    2300.0      180.0      WN   \n",
+       "257464  2013      7    8    2022.0       72.0    2342.0       96.0      UA   \n",
+       "257465  2013      7    8    2023.0      143.0    2211.0      129.0      UA   \n",
+       "257467  2013      7    8    2028.0      182.0    2244.0      193.0      EV   \n",
+       "257472  2013      7    8    2032.0       62.0    2346.0       82.0      DL   \n",
+       "257473  2013      7    8    2037.0       62.0    2320.0       18.0      DL   \n",
+       "257476  2013      7    8    2043.0       94.0    2313.0       73.0      UA   \n",
+       "257477  2013      7    8    2045.0      135.0      51.0      176.0      UA   \n",
+       "257478  2013      7    8    2046.0      206.0    2250.0      198.0      EV   \n",
+       "257482  2013      7    8    2051.0      141.0    2301.0      143.0      DL   \n",
+       "257484  2013      7    8    2101.0       81.0    2338.0       74.0      EV   \n",
+       "257486  2013      7    8    2103.0      118.0    2231.0      106.0      WN   \n",
+       "257487  2013      7    8    2104.0      119.0    2242.0       99.0      9E   \n",
+       "257489  2013      7    8    2105.0      216.0      13.0      198.0      VX   \n",
+       "257490  2013      7    8    2106.0       96.0    2342.0       63.0      DL   \n",
+       "257492  2013      7    8    2109.0       69.0    2313.0       43.0      DL   \n",
+       "257493  2013      7    8    2109.0       90.0    2331.0       57.0      UA   \n",
+       "257495  2013      7    8    2119.0      139.0    2358.0       92.0      DL   \n",
+       "257497  2013      7    8    2124.0      117.0      32.0      107.0      UA   \n",
+       "257498  2013      7    8    2124.0      164.0    2358.0      124.0      UA   \n",
+       "257499  2013      7    8    2125.0      105.0    2351.0      129.0      EV   \n",
+       "257500  2013      7    8    2126.0      126.0    2349.0       99.0      AA   \n",
+       "257503  2013      7    8    2130.0      195.0    2235.0      170.0      WN   \n",
+       "257504  2013      7    8    2131.0       91.0    2338.0       54.0      UA   \n",
+       "257506  2013      7    8    2134.0       85.0    2338.0       63.0      EV   \n",
+       "257507  2013      7    8    2134.0      154.0     113.0      153.0      DL   \n",
+       "257509  2013      7    8    2136.0       96.0      19.0       69.0      DL   \n",
+       "257510  2013      7    8    2137.0      137.0    2329.0      126.0      EV   \n",
+       "257512  2013      7    8    2141.0       71.0    2243.0       41.0      9E   \n",
+       "257513  2013      7    8    2142.0      102.0    2305.0       85.0      MQ   \n",
+       "257514  2013      7    8    2144.0       76.0    2332.0       45.0      B6   \n",
+       "257515  2013      7    8    2145.0      135.0    2354.0      118.0      9E   \n",
+       "257517  2013      7    8    2145.0      130.0    2333.0      133.0      MQ   \n",
+       "257518  2013      7    8    2148.0      103.0    2306.0       77.0      B6   \n",
+       "257519  2013      7    8    2150.0       80.0    2258.0       62.0      9E   \n",
+       "257520  2013      7    8    2151.0      131.0      35.0      100.0      B6   \n",
+       "257522  2013      7    8    2152.0       87.0       7.0       43.0      UA   \n",
+       "257523  2013      7    8    2155.0       90.0      41.0       80.0      B6   \n",
+       "257525  2013      7    8    2157.0      188.0    2346.0      162.0      EV   \n",
+       "257526  2013      7    8    2158.0      218.0       4.0      196.0      9E   \n",
+       "257527  2013      7    8    2200.0      179.0    2320.0      176.0      EV   \n",
+       "257529  2013      7    8    2200.0      205.0    2318.0      188.0      MQ   \n",
+       "257530  2013      7    8    2203.0       71.0    2357.0       59.0      EV   \n",
+       "257531  2013      7    8    2203.0      158.0      41.0      118.0      DL   \n",
+       "257532  2013      7    8    2205.0      106.0     103.0       91.0      UA   \n",
+       "257533  2013      7    8    2207.0      157.0    2326.0      134.0      9E   \n",
+       "257534  2013      7    8    2211.0       70.0     202.0       62.0      B6   \n",
+       "257535  2013      7    8    2211.0      101.0    2313.0       78.0      WN   \n",
+       "257536  2013      7    8    2212.0      152.0    2350.0      120.0      EV   \n",
+       "257537  2013      7    8    2213.0      163.0      49.0      121.0      B6   \n",
+       "257539  2013      7    8    2214.0      159.0    2358.0      136.0      9E   \n",
+       "257540  2013      7    8    2215.0      230.0       9.0      217.0      DL   \n",
+       "257541  2013      7    8    2215.0       70.0    2322.0       52.0      MQ   \n",
+       "257542  2013      7    8    2216.0      137.0    2400.0      140.0      DL   \n",
+       "257543  2013      7    8    2218.0      108.0    2332.0       90.0      FL   \n",
+       "257546  2013      7    8    2219.0       80.0      30.0       68.0      DL   \n",
+       "257547  2013      7    8    2221.0      142.0    2349.0      123.0      EV   \n",
+       "257548  2013      7    8    2222.0      141.0     101.0      116.0      VX   \n",
+       "257549  2013      7    8    2223.0       84.0    2351.0       91.0      EV   \n",
+       "257550  2013      7    8    2224.0       99.0       9.0       61.0      9E   \n",
+       "257551  2013      7    8    2224.0      198.0    2336.0      184.0      UA   \n",
+       "257552  2013      7    8    2229.0      229.0      36.0      207.0      9E   \n",
+       "257553  2013      7    8    2229.0      104.0    2332.0       93.0      B6   \n",
+       "257554  2013      7    8    2230.0       61.0    2345.0       55.0      EV   \n",
+       "257555  2013      7    8    2237.0      128.0     148.0      109.0      B6   \n",
+       "257556  2013      7    8    2240.0      131.0      47.0      119.0      EV   \n",
+       "257557  2013      7    8    2240.0       80.0      25.0       51.0      B6   \n",
+       "257558  2013      7    8    2240.0       70.0     108.0       54.0      B6   \n",
+       "257559  2013      7    8    2241.0      312.0       8.0      313.0      EV   \n",
+       "257560  2013      7    8    2242.0       72.0      52.0       53.0      B6   \n",
+       "257561  2013      7    8    2243.0       68.0      58.0       50.0      B6   \n",
+       "257563  2013      7    8    2246.0      190.0     113.0      160.0      B6   \n",
+       "257564  2013      7    8    2248.0      138.0       1.0      110.0      EV   \n",
+       "257565  2013      7    8    2249.0      169.0    2348.0      139.0      B6   \n",
+       "257566  2013      7    8    2251.0       71.0       9.0       69.0      MQ   \n",
+       "257567  2013      7    8    2257.0      212.0     104.0      188.0      EV   \n",
+       "257568  2013      7    8    2257.0       67.0     130.0       30.0      AA   \n",
+       "257569  2013      7    8    2304.0      109.0     253.0       82.0      DL   \n",
+       "257571  2013      7    8    2309.0      138.0     215.0      137.0      B6   \n",
+       "257572  2013      7    8    2311.0      256.0     228.0      253.0      VX   \n",
+       "257573  2013      7    8    2312.0       90.0       6.0       67.0      EV   \n",
+       "257574  2013      7    8    2313.0      134.0      27.0       98.0      EV   \n",
+       "257575  2013      7    8    2316.0      111.0     128.0       94.0      B6   \n",
+       "257576  2013      7    8    2316.0      286.0      10.0      255.0      MQ   \n",
+       "257577  2013      7    8    2317.0      167.0      40.0      161.0      B6   \n",
+       "257578  2013      7    8    2317.0      142.0      12.0      102.0      WN   \n",
+       "257579  2013      7    8    2318.0      128.0      47.0      124.0      B6   \n",
+       "257580  2013      7    8    2323.0       88.0     154.0       71.0      B6   \n",
+       "257581  2013      7    8    2325.0      146.0      59.0      112.0      EV   \n",
+       "257583  2013      7    8    2328.0       93.0      30.0       61.0      EV   \n",
+       "257584  2013      7    8    2329.0      120.0      31.0       99.0      EV   \n",
+       "257585  2013      7    8    2334.0      125.0     125.0       96.0      EV   \n",
+       "257586  2013      7    8    2339.0      159.0     152.0      136.0      B6   \n",
+       "257587  2013      7    8    2340.0      125.0     215.0      105.0      B6   \n",
+       "257588  2013      7    8    2342.0      247.0     148.0      205.0      9E   \n",
+       "257590  2013      7    8    2344.0      194.0     103.0      177.0      9E   \n",
+       "257591  2013      7    8    2344.0       73.0     328.0       62.0      B6   \n",
+       "257592  2013      7    8    2347.0      121.0     214.0      104.0      B6   \n",
+       "257593  2013      7    8    2349.0      129.0     100.0      110.0      MQ   \n",
+       "257595  2013      7    8    2353.0       68.0      51.0       52.0      B6   \n",
+       "257646  2013      7    9      17.0      157.0     135.0      145.0      MQ   \n",
+       "257647  2013      7    9      20.0      230.0     129.0      198.0      9E   \n",
+       "257649  2013      7    9     153.0      208.0     239.0      189.0      EV   \n",
+       "257750  2013      7    9     709.0       84.0     920.0       67.0      UA   \n",
+       "257778  2013      7    9     741.0       92.0     931.0       81.0      EV   \n",
+       "257779  2013      7    9     741.0       71.0    1010.0       66.0      B6   \n",
+       "257801  2013      7    9     754.0       71.0     956.0       61.0      EV   \n",
+       "257831  2013      7    9     817.0       73.0    1057.0       53.0      UA   \n",
+       "257897  2013      7    9     919.0       64.0    1040.0       45.0      EV   \n",
+       "257901  2013      7    9     925.0       77.0    1126.0       65.0      EV   \n",
+       "257909  2013      7    9     936.0       76.0    1134.0       52.0      9E   \n",
+       "257930  2013      7    9     959.0      104.0    1241.0      131.0      9E   \n",
+       "257954  2013      7    9    1025.0       70.0    1208.0       53.0      MQ   \n",
+       "257974  2013      7    9    1050.0       70.0    1346.0       51.0      UA   \n",
+       "257985  2013      7    9    1102.0       77.0    1211.0       51.0      WN   \n",
+       "258036  2013      7    9    1206.0       96.0    1522.0       97.0      VX   \n",
+       "258042  2013      7    9    1221.0      111.0    1526.0      101.0      AA   \n",
+       "258055  2013      7    9    1238.0       98.0    1332.0       82.0      MQ   \n",
+       "258071  2013      7    9    1253.0      263.0    1428.0      258.0      9E   \n",
+       "258074  2013      7    9    1254.0       99.0    1412.0       78.0      EV   \n",
+       "258087  2013      7    9    1302.0       62.0    1409.0       51.0      EV   \n",
+       "258118  2013      7    9    1346.0      196.0    1653.0      183.0      VX   \n",
+       "258144  2013      7    9    1426.0       69.0    1850.0      101.0      UA   \n",
+       "258146  2013      7    9    1428.0       67.0    1608.0       53.0      EV   \n",
+       "258147  2013      7    9    1429.0       74.0    1714.0      139.0      AA   \n",
+       "258174  2013      7    9    1455.0       90.0    1619.0       79.0      MQ   \n",
+       "258196  2013      7    9    1511.0       96.0    1753.0      178.0      MQ   \n",
+       "258215  2013      7    9    1528.0      208.0    1759.0      178.0      UA   \n",
+       "258218  2013      7    9    1530.0       91.0    1815.0      151.0      AA   \n",
+       "258223  2013      7    9    1536.0       66.0    1708.0       58.0      EV   \n",
+       "258239  2013      7    9    1551.0       81.0    1801.0      123.0      FL   \n",
+       "258241  2013      7    9    1552.0       67.0    1831.0      109.0      9E   \n",
+       "258244  2013      7    9    1553.0      233.0    1934.0      267.0      UA   \n",
+       "258251  2013      7    9    1600.0       95.0    1850.0      145.0      EV   \n",
+       "258268  2013      7    9    1623.0       70.0    1815.0       56.0      EV   \n",
+       "258270  2013      7    9    1624.0       84.0    1903.0      136.0      UA   \n",
+       "258275  2013      7    9    1632.0      107.0    1806.0      123.0      EV   \n",
+       "258282  2013      7    9    1638.0      248.0    1932.0      331.0      9E   \n",
+       "258283  2013      7    9    1638.0      108.0       NaN        NaN      9E   \n",
+       "258285  2013      7    9    1641.0      101.0    1918.0      114.0      EV   \n",
+       "258291  2013      7    9    1654.0       64.0    1900.0       68.0      EV   \n",
+       "258299  2013      7    9    1659.0      109.0    1848.0      125.0      UA   \n",
+       "258308  2013      7    9    1711.0      143.0    1927.0      130.0      EV   \n",
+       "258312  2013      7    9    1715.0       85.0    2056.0      187.0      9E   \n",
+       "258315  2013      7    9    1721.0       66.0    2006.0      121.0      9E   \n",
+       "258317  2013      7    9    1722.0       97.0    1954.0      164.0      MQ   \n",
+       "258322  2013      7    9    1726.0       61.0    1933.0       78.0      MQ   \n",
+       "258323  2013      7    9    1728.0      128.0    2030.0      200.0      AA   \n",
+       "258325  2013      7    9    1729.0      104.0    2059.0      173.0      DL   \n",
+       "258327  2013      7    9    1729.0       84.0    2014.0      162.0      YV   \n",
+       "258330  2013      7    9    1734.0      155.0    2112.0      191.0      9E   \n",
+       "258333  2013      7    9    1735.0      100.0    2045.0      181.0      B6   \n",
+       "258334  2013      7    9    1735.0       96.0    1939.0      127.0      UA   \n",
+       "258335  2013      7    9    1737.0       82.0    2017.0      106.0      DL   \n",
+       "258338  2013      7    9    1743.0       73.0    2125.0      100.0      B6   \n",
+       "258341  2013      7    9    1746.0       89.0    2054.0      163.0      EV   \n",
+       "258347  2013      7    9    1748.0      118.0    2202.0      197.0      AA   \n",
+       "258350  2013      7    9    1751.0      106.0    2220.0      175.0      DL   \n",
+       "258354  2013      7    9    1757.0       72.0    2036.0      149.0      EV   \n",
+       "258355  2013      7    9    1757.0       87.0    2056.0       86.0      AA   \n",
+       "258358  2013      7    9    1758.0      268.0    2046.0      288.0      DL   \n",
+       "258365  2013      7    9    1808.0       69.0    2200.0      160.0      DL   \n",
+       "258366  2013      7    9    1809.0      119.0    2036.0      156.0      AA   \n",
+       "258368  2013      7    9    1809.0       61.0    2128.0      123.0      UA   \n",
+       "258369  2013      7    9    1816.0       71.0    2035.0      100.0      AA   \n",
+       "258371  2013      7    9    1816.0      156.0    2146.0      168.0      UA   \n",
+       "258375  2013      7    9    1819.0       69.0    2121.0       76.0      AA   \n",
+       "258381  2013      7    9    1823.0      108.0    2152.0      199.0      EV   \n",
+       "258386  2013      7    9    1827.0       82.0    2103.0      113.0      AA   \n",
+       "258389  2013      7    9    1829.0       87.0    2152.0      109.0      UA   \n",
+       "258390  2013      7    9    1832.0       82.0    2205.0      110.0      AA   \n",
+       "258391  2013      7    9    1832.0      231.0    2242.0      287.0      DL   \n",
+       "258394  2013      7    9    1833.0       83.0    2308.0      153.0      UA   \n",
+       "258398  2013      7    9    1836.0       86.0    2046.0       74.0      UA   \n",
+       "258401  2013      7    9    1845.0       92.0    2204.0      165.0      EV   \n",
+       "258402  2013      7    9    1845.0       97.0    2212.0        NaN      EV   \n",
+       "258404  2013      7    9    1845.0      114.0    2105.0      160.0      UA   \n",
+       "258405  2013      7    9    1846.0       71.0    2159.0       89.0      AA   \n",
+       "258407  2013      7    9    1850.0       76.0    2207.0      131.0      FL   \n",
+       "258408  2013      7    9    1852.0      113.0    2313.0      181.0      UA   \n",
+       "258414  2013      7    9    1902.0       62.0    2059.0       47.0      DL   \n",
+       "258415  2013      7    9    1903.0       98.0    2249.0      124.0      AA   \n",
+       "258418  2013      7    9    1908.0       68.0    2226.0      107.0      DL   \n",
+       "258423  2013      7    9    1914.0       69.0    2221.0      101.0      DL   \n",
+       "258424  2013      7    9    1915.0      105.0    2154.0      134.0      DL   \n",
+       "258427  2013      7    9    1918.0      198.0    2233.0      229.0      DL   \n",
+       "258431  2013      7    9    1920.0       62.0    2124.0       45.0      UA   \n",
+       "258432  2013      7    9    1923.0      133.0    2231.0      151.0      WN   \n",
+       "258433  2013      7    9    1924.0      116.0    2119.0      101.0      EV   \n",
+       "258434  2013      7    9    1925.0      125.0    2243.0      138.0      AA   \n",
+       "258438  2013      7    9    1930.0       75.0    2208.0       82.0      DL   \n",
+       "258440  2013      7    9    1931.0       91.0    2157.0      127.0      MQ   \n",
+       "258441  2013      7    9    1934.0      119.0    2215.0      158.0      YV   \n",
+       "258444  2013      7    9    1937.0      122.0    2240.0      130.0      AA   \n",
+       "258445  2013      7    9    1938.0       93.0    2142.0      112.0      AA   \n",
+       "258446  2013      7    9    1939.0       79.0    2255.0      127.0      9E   \n",
+       "258448  2013      7    9    1940.0      105.0    2334.0      133.0      UA   \n",
+       "258449  2013      7    9    1942.0      114.0    2246.0      131.0      B6   \n",
+       "258451  2013      7    9    1943.0      193.0    2230.0      225.0      MQ   \n",
+       "258452  2013      7    9    1944.0      204.0    2204.0      191.0      9E   \n",
+       "258454  2013      7    9    1944.0       75.0    2200.0       87.0      US   \n",
+       "258457  2013      7    9    1948.0      169.0    2149.0      206.0      EV   \n",
+       "258469  2013      7    9    1958.0      183.0    2251.0      166.0      VX   \n",
+       "258472  2013      7    9    1959.0       84.0    2324.0       89.0      AA   \n",
+       "258473  2013      7    9    2000.0       80.0    2251.0      102.0      9E   \n",
+       "258474  2013      7    9    2001.0      212.0    2350.0      263.0      B6   \n",
+       "258475  2013      7    9    2001.0       61.0    2258.0       86.0      DL   \n",
+       "258481  2013      7    9    2009.0       94.0    2215.0      125.0      MQ   \n",
+       "258483  2013      7    9    2012.0       92.0    2306.0       72.0      UA   \n",
+       "258484  2013      7    9    2015.0       69.0    2155.0       83.0      UA   \n",
+       "258486  2013      7    9    2020.0      125.0    2209.0      144.0      WN   \n",
+       "258487  2013      7    9    2022.0      120.0    2328.0       93.0      UA   \n",
+       "258488  2013      7    9    2022.0      142.0    2200.0      118.0      UA   \n",
+       "258490  2013      7    9    2024.0       64.0    2330.0       52.0      UA   \n",
+       "258491  2013      7    9    2025.0      115.0    2145.0      125.0      MQ   \n",
+       "258493  2013      7    9    2029.0      104.0    2224.0      114.0      AA   \n",
+       "258495  2013      7    9    2031.0      156.0      25.0      185.0      AA   \n",
+       "258496  2013      7    9    2031.0      152.0    2345.0      159.0      DL   \n",
+       "258497  2013      7    9    2035.0       65.0    2306.0       51.0      DL   \n",
+       "258498  2013      7    9    2038.0       68.0    2153.0       64.0      EV   \n",
+       "258499  2013      7    9    2038.0      158.0    2228.0      162.0      UA   \n",
+       "258500  2013      7    9    2039.0      243.0    2218.0      230.0      EV   \n",
+       "258501  2013      7    9    2040.0      135.0    2227.0      138.0      EV   \n",
+       "258502  2013      7    9    2043.0      106.0    2257.0      105.0      9E   \n",
+       "258505  2013      7    9    2045.0      255.0      13.0      254.0      VX   \n",
+       "258506  2013      7    9    2046.0       91.0    2258.0       87.0      EV   \n",
+       "258507  2013      7    9    2049.0      139.0      50.0      175.0      UA   \n",
+       "258508  2013      7    9    2053.0      108.0    2234.0      109.0      WN   \n",
+       "258509  2013      7    9    2056.0       86.0      15.0       96.0      DL   \n",
+       "258510  2013      7    9    2056.0       86.0       5.0       61.0      UA   \n",
+       "258511  2013      7    9    2057.0      128.0    2315.0      131.0      EV   \n",
+       "258512  2013      7    9    2057.0      107.0    2340.0       62.0      DL   \n",
+       "258514  2013      7    9    2106.0       87.0       7.0       77.0      UA   \n",
+       "258515  2013      7    9    2109.0      134.0    2303.0      133.0      MQ   \n",
+       "258516  2013      7    9    2113.0      103.0    2236.0       91.0      EV   \n",
+       "258517  2013      7    9    2114.0      104.0    2234.0       82.0      9E   \n",
+       "258518  2013      7    9    2114.0       99.0    2258.0       98.0      MQ   \n",
+       "258520  2013      7    9    2121.0      141.0    2229.0      137.0      US   \n",
+       "258521  2013      7    9    2122.0       81.0       1.0       56.0      VX   \n",
+       "258522  2013      7    9    2122.0      177.0    2344.0      137.0      UA   \n",
+       "258523  2013      7    9    2123.0      108.0    2326.0      111.0      EV   \n",
+       "258524  2013      7    9    2123.0      142.0    2257.0      153.0      EV   \n",
+       "258526  2013      7    9    2125.0      125.0    2250.0      125.0      AA   \n",
+       "258527  2013      7    9    2125.0      125.0    2356.0      106.0      AA   \n",
+       "258530  2013      7    9    2129.0       84.0    2312.0       83.0      B6   \n",
+       "258532  2013      7    9    2134.0      364.0     115.0      380.0      AA   \n",
+       "258533  2013      7    9    2135.0       74.0    2318.0       78.0      UA   \n",
+       "258536  2013      7    9    2138.0       73.0      23.0       59.0      UA   \n",
+       "258538  2013      7    9    2140.0      105.0    2339.0      114.0      MQ   \n",
+       "258539  2013      7    9    2141.0       71.0    2300.0       65.0      WN   \n",
+       "258542  2013      7    9    2144.0      149.0      21.0      111.0      AA   \n",
+       "258543  2013      7    9    2151.0      121.0    2352.0       97.0      EV   \n",
+       "258547  2013      7    9    2158.0      269.0     104.0      249.0      VX   \n",
+       "258548  2013      7    9    2158.0       78.0    2344.0       69.0      MQ   \n",
+       "258550  2013      7    9    2201.0       71.0     148.0       66.0      UA   \n",
+       "258551  2013      7    9    2208.0      106.0     120.0      105.0      UA   \n",
+       "258552  2013      7    9    2209.0       99.0    2337.0       95.0      9E   \n",
+       "258554  2013      7    9    2210.0       62.0     109.0       70.0      UA   \n",
+       "258555  2013      7    9    2212.0      150.0    2326.0      146.0      EV   \n",
+       "258556  2013      7    9    2212.0       72.0    2351.0       61.0      MQ   \n",
+       "258557  2013      7    9    2212.0       78.0     102.0       68.0      UA   \n",
+       "258558  2013      7    9    2213.0      163.0    2315.0      144.0      EV   \n",
+       "258560  2013      7    9    2214.0      165.0    2359.0      124.0      9E   \n",
+       "258561  2013      7    9    2218.0       68.0    2334.0       51.0      B6   \n",
+       "258562  2013      7    9    2222.0       85.0     127.0       88.0      UA   \n",
+       "258563  2013      7    9    2223.0      178.0      50.0      174.0      EV   \n",
+       "258564  2013      7    9    2224.0      205.0      16.0      175.0      FL   \n",
+       "258565  2013      7    9    2224.0       84.0     115.0       63.0      DL   \n",
+       "258566  2013      7    9    2225.0       85.0      53.0       77.0      B6   \n",
+       "258567  2013      7    9    2227.0      177.0     120.0      152.0      B6   \n",
+       "258568  2013      7    9    2228.0      149.0    2356.0      136.0      DL   \n",
+       "258569  2013      7    9    2231.0      171.0      31.0      169.0      EV   \n",
+       "258570  2013      7    9    2231.0       61.0    2335.0       50.0      MQ   \n",
+       "258571  2013      7    9    2232.0      122.0    2314.0       78.0      9E   \n",
+       "258572  2013      7    9    2234.0      179.0     105.0      162.0      9E   \n",
+       "258573  2013      7    9    2234.0       74.0      28.0       54.0      B6   \n",
+       "258574  2013      7    9    2234.0       94.0    2336.0       84.0      US   \n",
+       "258575  2013      7    9    2235.0      103.0      52.0      114.0      EV   \n",
+       "258576  2013      7    9    2236.0      156.0    2359.0      139.0      MQ   \n",
+       "258577  2013      7    9    2237.0      148.0      49.0      134.0      EV   \n",
+       "258578  2013      7    9    2237.0       62.0     110.0       40.0      B6   \n",
+       "258579  2013      7    9    2237.0       92.0       3.0       93.0      MQ   \n",
+       "258580  2013      7    9    2238.0       63.0      47.0       39.0      B6   \n",
+       "258582  2013      7    9    2240.0       75.0      39.0       45.0      B6   \n",
+       "258583  2013      7    9    2242.0      212.0       NaN        NaN      EV   \n",
+       "258584  2013      7    9    2243.0      134.0     230.0      151.0      B6   \n",
+       "258585  2013      7    9    2250.0       68.0    2400.0       61.0      EV   \n",
+       "258588  2013      7    9    2250.0      235.0     147.0      212.0      VX   \n",
+       "258589  2013      7    9    2251.0       82.0    2357.0       67.0      EV   \n",
+       "258591  2013      7    9    2252.0       83.0     106.0       77.0      EV   \n",
+       "258592  2013      7    9    2300.0      150.0      17.0      126.0      EV   \n",
+       "258593  2013      7    9    2300.0       90.0     108.0       69.0      B6   \n",
+       "258594  2013      7    9    2300.0       65.0     142.0       59.0      B6   \n",
+       "258595  2013      7    9    2301.0      136.0      46.0       98.0      9E   \n",
+       "258597  2013      7    9    2302.0       72.0     134.0       34.0      AA   \n",
+       "258598  2013      7    9    2304.0      125.0      20.0      120.0      EV   \n",
+       "258599  2013      7    9    2304.0      125.0      50.0      103.0      EV   \n",
+       "258600  2013      7    9    2306.0       80.0     131.0       61.0      B6   \n",
+       "258601  2013      7    9    2307.0       87.0      37.0       97.0      MQ   \n",
+       "258602  2013      7    9    2309.0      159.0      27.0      145.0      FL   \n",
+       "258603  2013      7    9    2311.0      161.0      35.0      149.0      9E   \n",
+       "258604  2013      7    9    2312.0      192.0     107.0      162.0      MQ   \n",
+       "258605  2013      7    9    2315.0      140.0      18.0      108.0      WN   \n",
+       "258606  2013      7    9    2320.0      125.0     317.0      106.0      DL   \n",
+       "258607  2013      7    9    2331.0      137.0     133.0       95.0      UA   \n",
+       "258608  2013      7    9    2338.0      103.0      40.0       71.0      EV   \n",
+       "258609  2013      7    9    2344.0      164.0      55.0      140.0      AA   \n",
+       "258610  2013      7    9    2347.0      197.0     132.0      167.0      9E   \n",
+       "258611  2013      7    9    2347.0       62.0     223.0       48.0      B6   \n",
+       "258612  2013      7    9    2348.0      248.0     126.0      216.0      EV   \n",
+       "258613  2013      7    9    2348.0       63.0      59.0       60.0      B6   \n",
+       "258616  2013      7    9    2353.0      174.0     118.0      149.0      EV   \n",
+       "258617  2013      7    9    2355.0      145.0     221.0      127.0      B6   \n",
+       "258618  2013      7    9    2355.0      235.0     200.0      210.0      DL   \n",
+       "258647  2013      7   10      17.0       92.0     155.0      112.0      B6   \n",
+       "258648  2013      7   10      23.0      195.0     252.0      173.0      UA   \n",
+       "258649  2013      7   10      24.0      178.0     245.0      150.0      UA   \n",
+       "258650  2013      7   10      27.0      413.0     226.0      390.0      FL   \n",
+       "258651  2013      7   10      28.0      103.0     215.0      134.0      B6   \n",
+       "258652  2013      7   10      30.0      210.0     303.0      207.0      B6   \n",
+       "258653  2013      7   10      33.0      273.0     148.0      252.0      UA   \n",
+       "258654  2013      7   10      39.0      189.0     310.0      176.0      B6   \n",
+       "258655  2013      7   10      40.0      331.0     301.0      301.0      UA   \n",
+       "258656  2013      7   10      43.0      188.0     300.0      172.0      B6   \n",
+       "258657  2013      7   10      47.0      197.0     311.0      192.0      B6   \n",
+       "258658  2013      7   10      47.0      232.0     148.0      198.0      WN   \n",
+       "258659  2013      7   10     100.0       61.0     437.0       53.0      B6   \n",
+       "258660  2013      7   10     104.0      153.0     446.0      140.0      B6   \n",
+       "258661  2013      7   10     106.0      141.0     205.0      126.0      B6   \n",
+       "258662  2013      7   10     133.0      453.0     455.0      445.0      B6   \n",
+       "258663  2013      7   10     134.0      169.0     417.0      162.0      B6   \n",
+       "258664  2013      7   10     134.0      249.0     332.0      218.0      B6   \n",
+       "258665  2013      7   10     134.0      389.0     234.0      337.0      UA   \n",
+       "258666  2013      7   10     144.0      159.0     235.0      142.0      B6   \n",
+       "258667  2013      7   10     148.0      183.0       NaN        NaN      B6   \n",
+       "258668  2013      7   10     202.0      192.0     309.0      175.0      B6   \n",
+       "258669  2013      7   10     202.0      123.0     527.0      107.0      B6   \n",
+       "258670  2013      7   10     207.0      397.0     436.0      364.0      DL   \n",
+       "258671  2013      7   10     219.0      319.0     506.0      284.0      DL   \n",
+       "258672  2013      7   10     234.0      155.0     609.0      139.0      B6   \n",
+       "258673  2013      7   10     251.0      471.0     804.0        NaN      DL   \n",
+       "258674  2013      7   10     325.0      375.0     437.0      354.0      B6   \n",
+       "258896  2013      7   10     854.0       99.0    1116.0       78.0      UA   \n",
+       "258932  2013      7   10     926.0       86.0    1026.0       77.0      B6   \n",
+       "258940  2013      7   10     943.0      102.0    1112.0       91.0      EV   \n",
+       "258947  2013      7   10     949.0       94.0    1206.0       69.0      B6   \n",
+       "258970  2013      7   10    1014.0       93.0    1125.0       81.0      EV   \n",
+       "258991  2013      7   10    1040.0      120.0    1254.0      114.0      MQ   \n",
+       "258995  2013      7   10    1044.0       94.0    1217.0       69.0      EV   \n",
+       "258996  2013      7   10    1046.0       62.0    1254.0       50.0      EV   \n",
+       "259008  2013      7   10    1059.0      129.0    1200.0      106.0      9E   \n",
+       "259025  2013      7   10    1119.0       64.0    1259.0       91.0      UA   \n",
+       "259032  2013      7   10    1126.0       61.0    1319.0       57.0      US   \n",
+       "259033  2013      7   10    1126.0       66.0    1254.0       48.0      US   \n",
+       "259034  2013      7   10    1127.0       87.0    1426.0       67.0      DL   \n",
+       "259052  2013      7   10    1155.0       85.0    1515.0       85.0      VX   \n",
+       "259071  2013      7   10    1229.0       69.0    1331.0       58.0      B6   \n",
+       "259108  2013      7   10    1303.0      123.0    1413.0      123.0      MQ   \n",
+       "259125  2013      7   10    1329.0      119.0    1540.0      122.0      UA   \n",
+       "259147  2013      7   10    1400.0       76.0    1552.0      116.0      EV   \n",
+       "259155  2013      7   10    1413.0      158.0    1732.0      161.0      DL   \n",
+       "259171  2013      7   10    1448.0      183.0    1720.0      202.0      DL   \n",
+       "259175  2013      7   10    1451.0      171.0    1707.0      151.0      DL   \n",
+       "259179  2013      7   10    1454.0      115.0    1738.0      124.0      DL   \n",
+       "259187  2013      7   10    1500.0       61.0    1803.0       73.0      UA   \n",
+       "259198  2013      7   10    1513.0       67.0       NaN        NaN      EV   \n",
+       "259206  2013      7   10    1522.0      165.0    1917.0      249.0      UA   \n",
+       "259209  2013      7   10    1525.0       85.0    1643.0       92.0      B6   \n",
+       "259212  2013      7   10    1529.0      139.0    1941.0      249.0      FL   \n",
+       "259216  2013      7   10    1536.0       67.0       NaN        NaN      MQ   \n",
+       "259224  2013      7   10    1549.0       78.0    1704.0       59.0      EV   \n",
+       "259226  2013      7   10    1555.0       62.0    1931.0       96.0      B6   \n",
+       "259228  2013      7   10    1558.0      188.0    1905.0      255.0      DL   \n",
+       "259232  2013      7   10    1601.0       69.0    1920.0       93.0      UA   \n",
+       "259233  2013      7   10    1606.0       71.0    2009.0       99.0      AA   \n",
+       "259236  2013      7   10    1610.0       70.0    1918.0      146.0      US   \n",
+       "259238  2013      7   10    1613.0       88.0    1750.0       68.0      9E   \n",
+       "259239  2013      7   10    1613.0       73.0    1829.0       98.0      9E   \n",
+       "259243  2013      7   10    1619.0      199.0    2035.0      316.0      EV   \n",
+       "259244  2013      7   10    1619.0      164.0       NaN        NaN      MQ   \n",
+       "259252  2013      7   10    1629.0       69.0    2048.0      174.0      UA   \n",
+       "259262  2013      7   10    1646.0       71.0    2113.0      143.0      B6   \n",
+       "259263  2013      7   10    1648.0       63.0    2053.0       48.0      DL   \n",
+       "259265  2013      7   10    1651.0      112.0    2042.0      185.0      DL   \n",
+       "259266  2013      7   10    1654.0       74.0    1952.0      131.0      US   \n",
+       "259271  2013      7   10    1702.0      137.0    1841.0      158.0      EV   \n",
+       "259272  2013      7   10    1703.0       63.0    2148.0        NaN      EV   \n",
+       "259278  2013      7   10    1707.0      139.0    2224.0        NaN      UA   \n",
+       "259279  2013      7   10    1708.0       68.0    2109.0      145.0      DL   \n",
+       "259280  2013      7   10    1713.0       69.0    2000.0      132.0      EV   \n",
+       "259281  2013      7   10    1713.0      123.0    1846.0      131.0      MQ   \n",
+       "259287  2013      7   10    1724.0      100.0    2021.0      169.0      UA   \n",
+       "259289  2013      7   10    1731.0       66.0    1928.0       49.0      9E   \n",
+       "259290  2013      7   10    1733.0       63.0    2127.0      108.0      B6   \n",
+       "259293  2013      7   10    1735.0       75.0    2023.0       81.0      DL   \n",
+       "259296  2013      7   10    1743.0      163.0    2038.0      160.0      B6   \n",
+       "259298  2013      7   10    1746.0      121.0    2107.0      181.0      DL   \n",
+       "259303  2013      7   10    1757.0       82.0    2022.0      127.0      B6   \n",
+       "259305  2013      7   10    1759.0      114.0    1945.0      133.0      YV   \n",
+       "259306  2013      7   10    1801.0      121.0    1930.0      132.0      US   \n",
+       "259307  2013      7   10    1804.0      204.0    2059.0      256.0      DL   \n",
+       "259310  2013      7   10    1807.0       67.0    1946.0       91.0      US   \n",
+       "259312  2013      7   10    1809.0      119.0    2142.0      177.0      MQ   \n",
+       "259313  2013      7   10    1811.0       72.0    2157.0      105.0      UA   \n",
+       "259315  2013      7   10    1813.0       78.0    2054.0      114.0      US   \n",
+       "259317  2013      7   10    1814.0      139.0    2056.0      196.0      WN   \n",
+       "259318  2013      7   10    1819.0      149.0    2115.0      190.0      WN   \n",
+       "259319  2013      7   10    1822.0       82.0    2101.0      109.0      B6   \n",
+       "259325  2013      7   10    1827.0      127.0    2155.0      152.0      B6   \n",
+       "259326  2013      7   10    1827.0       75.0    2140.0       78.0      UA   \n",
+       "259329  2013      7   10    1831.0       86.0    2124.0       64.0      AA   \n",
+       "259330  2013      7   10    1832.0      112.0    2115.0      180.0      MQ   \n",
+       "259334  2013      7   10    1837.0      187.0       2.0      307.0      AA   \n",
+       "259336  2013      7   10    1841.0      162.0       NaN        NaN      9E   \n",
+       "259342  2013      7   10    1851.0       89.0    2138.0      160.0      B6   \n",
+       "259344  2013      7   10    1853.0       68.0    2209.0       59.0      AA   \n",
+       "259345  2013      7   10    1854.0      115.0    2125.0      126.0      DL   \n",
+       "259346  2013      7   10    1859.0      194.0    2342.0      282.0      AA   \n",
+       "259349  2013      7   10    1901.0      121.0    2049.0      146.0      US   \n",
+       "259350  2013      7   10    1902.0      243.0    2324.0      338.0      B6   \n",
+       "259351  2013      7   10    1903.0      118.0    2342.0      218.0      DL   \n",
+       "259352  2013      7   10    1903.0      233.0    2059.0      256.0      UA   \n",
+       "259353  2013      7   10    1904.0       95.0    2257.0      132.0      UA   \n",
+       "259354  2013      7   10    1905.0       96.0    2201.0      186.0      EV   \n",
+       "259355  2013      7   10    1905.0       90.0       NaN        NaN      AA   \n",
+       "259356  2013      7   10    1905.0      125.0    2315.0      217.0      DL   \n",
+       "259357  2013      7   10    1907.0       62.0    2207.0       87.0      DL   \n",
+       "259359  2013      7   10    1909.0       81.0    2223.0      108.0      B6   \n",
+       "259360  2013      7   10    1911.0      132.0    2031.0      128.0      EV   \n",
+       "259363  2013      7   10    1913.0      112.0    2214.0      133.0      UA   \n",
+       "259365  2013      7   10    1915.0      125.0    2319.0      194.0      AA   \n",
+       "259367  2013      7   10    1917.0      257.0    2248.0      353.0      EV   \n",
+       "259368  2013      7   10    1918.0      239.0    2332.0      312.0      UA   \n",
+       "259369  2013      7   10    1920.0      155.0    2043.0      156.0      EV   \n",
+       "259372  2013      7   10    1927.0      208.0    2210.0      278.0      UA   \n",
+       "259373  2013      7   10    1928.0      139.0    2155.0      121.0      B6   \n",
+       "259374  2013      7   10    1929.0      154.0    2308.0      208.0      UA   \n",
+       "259376  2013      7   10    1931.0      241.0    2212.0      322.0      WN   \n",
+       "259378  2013      7   10    1933.0      303.0    2233.0      395.0      FL   \n",
+       "259379  2013      7   10    1933.0       94.0    2327.0      149.0      UA   \n",
+       "259380  2013      7   10    1934.0       64.0    2251.0      176.0      MQ   \n",
+       "259381  2013      7   10    1935.0      156.0    2314.0      249.0      9E   \n",
+       "259382  2013      7   10    1936.0      221.0       NaN        NaN      B6   \n",
+       "259384  2013      7   10    1939.0      283.0    2349.0      385.0      UA   \n",
+       "259387  2013      7   10    1944.0       69.0    2238.0      112.0      DL   \n",
+       "259388  2013      7   10    1944.0      135.0     109.0      254.0      VX   \n",
+       "259389  2013      7   10    1948.0      113.0       NaN        NaN      AA   \n",
+       "259393  2013      7   10    1954.0      106.0    2340.0      193.0      UA   \n",
+       "259394  2013      7   10    1955.0      306.0    2310.0      322.0      UA   \n",
+       "259397  2013      7   10    1958.0      268.0    2324.0      274.0      DL   \n",
+       "259398  2013      7   10    1959.0       97.0       6.0      131.0      UA   \n",
+       "259399  2013      7   10    2000.0      241.0    2321.0      251.0      DL   \n",
+       "259400  2013      7   10    2002.0      172.0    2317.0      197.0      WN   \n",
+       "259403  2013      7   10    2005.0      275.0    2313.0      298.0      DL   \n",
+       "259404  2013      7   10    2007.0      187.0    2158.0      193.0      MQ   \n",
+       "259405  2013      7   10    2008.0      287.0      32.0      414.0      UA   \n",
+       "259406  2013      7   10    2009.0       94.0    2348.0      113.0      AA   \n",
+       "259407  2013      7   10    2011.0      291.0    2357.0      441.0      EV   \n",
+       "259408  2013      7   10    2014.0      179.0       NaN        NaN      9E   \n",
+       "259409  2013      7   10    2016.0      241.0    2340.0      309.0      DL   \n",
+       "259410  2013      7   10    2016.0      176.0    2159.0      189.0      MQ   \n",
+       "259411  2013      7   10    2017.0      277.0    2348.0      361.0      UA   \n",
+       "259412  2013      7   10    2019.0      109.0    2324.0      166.0      DL   \n",
+       "259413  2013      7   10    2019.0      109.0    2220.0       85.0      WN   \n",
+       "259418  2013      7   10    2034.0       79.0       NaN        NaN      AA   \n",
+       "259419  2013      7   10    2037.0      201.0    2154.0      186.0      B6   \n",
+       "259420  2013      7   10    2045.0      106.0      55.0      188.0      B6   \n",
+       "259421  2013      7   10    2045.0       73.0    2354.0       86.0      B6   \n",
+       "259422  2013      7   10    2047.0      192.0    2326.0      251.0      WN   \n",
+       "259423  2013      7   10    2054.0      355.0     102.0      421.0      9E   \n",
+       "259425  2013      7   10    2054.0      114.0    2209.0      113.0      US   \n",
+       "259427  2013      7   10    2056.0      351.0    2347.0      349.0      UA   \n",
+       "259428  2013      7   10    2057.0      229.0       9.0      284.0      UA   \n",
+       "259429  2013      7   10    2105.0      325.0     137.0      399.0      UA   \n",
+       "259431  2013      7   10    2107.0       67.0    2232.0       76.0      US   \n",
+       "259432  2013      7   10    2108.0      188.0    2221.0      188.0      US   \n",
+       "259433  2013      7   10    2109.0      274.0     112.0      334.0      B6   \n",
+       "259434  2013      7   10    2109.0      194.0     114.0      233.0      UA   \n",
+       "259435  2013      7   10    2110.0      220.0    2235.0      227.0      B6   \n",
+       "259436  2013      7   10    2111.0      296.0      57.0      357.0      9E   \n",
+       "259438  2013      7   10    2113.0       93.0       NaN        NaN      EV   \n",
+       "259439  2013      7   10    2113.0       73.0    2346.0       62.0      UA   \n",
+       "259441  2013      7   10    2120.0      381.0    2256.0      396.0      UA   \n",
+       "259448  2013      7   10    2140.0      275.0       NaN        NaN      UA   \n",
+       "259449  2013      7   10    2140.0      160.0    2245.0      153.0      US   \n",
+       "259450  2013      7   10    2142.0      272.0     222.0      347.0      UA   \n",
+       "259452  2013      7   10    2143.0      361.0    2342.0      386.0      UA   \n",
+       "259454  2013      7   10    2146.0      107.0    2318.0       98.0      DL   \n",
+       "259455  2013      7   10    2146.0      226.0       7.0      235.0      DL   \n",
+       "259456  2013      7   10    2146.0      105.0     136.0      151.0      VX   \n",
+       "259459  2013      7   10    2152.0      257.0     155.0      307.0      B6   \n",
+       "259461  2013      7   10    2156.0       91.0     128.0      127.0      B6   \n",
+       "259462  2013      7   10    2156.0      181.0     112.0      187.0      VX   \n",
+       "259463  2013      7   10    2156.0      206.0     158.0      243.0      UA   \n",
+       "259465  2013      7   10    2158.0      353.0     156.0      391.0      DL   \n",
+       "259466  2013      7   10    2201.0      216.0    2330.0      201.0      EV   \n",
+       "259467  2013      7   10    2210.0      130.0      40.0      130.0      DL   \n",
+       "259468  2013      7   10    2212.0      232.0      10.0      238.0      UA   \n",
+       "259469  2013      7   10    2214.0      193.0       3.0      219.0      EV   \n",
+       "259470  2013      7   10    2214.0      159.0     129.0      227.0      9E   \n",
+       "259471  2013      7   10    2215.0      200.0      15.0      196.0      US   \n",
+       "259472  2013      7   10    2216.0      241.0      29.0      223.0      DL   \n",
+       "259473  2013      7   10    2217.0      347.0      23.0      338.0      MQ   \n",
+       "259475  2013      7   10    2225.0      175.0    2400.0      175.0      EV   \n",
+       "259476  2013      7   10    2227.0      212.0     202.0      226.0      B6   \n",
+       "259477  2013      7   10    2232.0      383.0     138.0      370.0      UA   \n",
+       "259478  2013      7   10    2234.0      213.0     159.0      226.0      B6   \n",
+       "259479  2013      7   10    2234.0      124.0       6.0      131.0      WN   \n",
+       "259480  2013      7   10    2234.0      129.0     242.0      198.0      UA   \n",
+       "259481  2013      7   10    2238.0      479.0      39.0      475.0      DL   \n",
+       "259483  2013      7   10    2245.0      200.0     120.0      204.0      EV   \n",
+       "259484  2013      7   10    2245.0       75.0    2341.0       56.0      MQ   \n",
+       "259485  2013      7   10    2246.0      176.0     106.0      171.0      EV   \n",
+       "259486  2013      7   10    2246.0      147.0     148.0      136.0      UA   \n",
+       "259487  2013      7   10    2247.0      222.0      45.0      222.0      9E   \n",
+       "259488  2013      7   10    2248.0      273.0    2350.0      245.0      WN   \n",
+       "259489  2013      7   10    2248.0      115.0     149.0      114.0      UA   \n",
+       "259490  2013      7   10    2249.0      124.0      12.0      133.0      B6   \n",
+       "259491  2013      7   10    2250.0      200.0     230.0      206.0      UA   \n",
+       "259492  2013      7   10    2256.0      211.0     151.0      188.0      DL   \n",
+       "259493  2013      7   10    2256.0      116.0    2358.0      106.0      US   \n",
+       "259494  2013      7   10    2257.0      352.0     116.0      391.0      B6   \n",
+       "259495  2013      7   10    2257.0      381.0      57.0      412.0      B6   \n",
+       "259496  2013      7   10    2259.0       77.0      15.0       76.0      EV   \n",
+       "259497  2013      7   10    2300.0      173.0     302.0      183.0      UA   \n",
+       "259498  2013      7   10    2304.0      259.0     136.0      261.0      DL   \n",
+       "259499  2013      7   10    2305.0      130.0     113.0      109.0      EV   \n",
+       "259500  2013      7   10    2305.0      176.0     135.0      180.0      EV   \n",
+       "259501  2013      7   10    2308.0      259.0     128.0      264.0      EV   \n",
+       "259502  2013      7   10    2309.0      160.0     130.0      162.0      EV   \n",
+       "259503  2013      7   10    2311.0      231.0     127.0      244.0      EV   \n",
+       "259504  2013      7   10    2314.0      114.0     143.0      129.0      B6   \n",
+       "259505  2013      7   10    2317.0      168.0     349.0      230.0      B6   \n",
+       "259506  2013      7   10    2318.0      343.0     200.0      313.0      UA   \n",
+       "259507  2013      7   10    2319.0      249.0     236.0      238.0      DL   \n",
+       "259508  2013      7   10    2321.0      226.0     202.0      219.0      9E   \n",
+       "259509  2013      7   10    2321.0      291.0     206.0      266.0      B6   \n",
+       "259510  2013      7   10    2324.0      224.0     253.0      238.0      B6   \n",
+       "259511  2013      7   10    2326.0      230.0     200.0      207.0      B6   \n",
+       "259512  2013      7   10    2326.0      185.0      51.0      171.0      UA   \n",
+       "259513  2013      7   10    2330.0      210.0     122.0      233.0      B6   \n",
+       "259514  2013      7   10    2330.0      115.0     302.0      152.0      B6   \n",
+       "259515  2013      7   10    2332.0      123.0      49.0      125.0      UA   \n",
+       "259516  2013      7   10    2334.0      634.0       NaN        NaN      VX   \n",
+       "259517  2013      7   10    2338.0      233.0     223.0      225.0      DL   \n",
+       "259518  2013      7   10    2340.0      105.0     252.0      129.0      B6   \n",
+       "259519  2013      7   10    2342.0      432.0     312.0      433.0      VX   \n",
+       "259520  2013      7   10    2343.0      178.0     149.0      161.0      9E   \n",
+       "259521  2013      7   10    2344.0      172.0     139.0      161.0      EV   \n",
+       "259522  2013      7   10    2344.0      173.0     338.0      220.0      B6   \n",
+       "259523  2013      7   10    2344.0      268.0     241.0      267.0      B6   \n",
+       "259524  2013      7   10    2344.0      278.0     103.0      271.0      UA   \n",
+       "259525  2013      7   10    2346.0      576.0     141.0      551.0      FL   \n",
+       "259526  2013      7   10    2348.0      413.0     305.0      420.0      VX   \n",
+       "259527  2013      7   10    2350.0      200.0     140.0      221.0      B6   \n",
+       "259528  2013      7   10    2356.0      301.0     325.0      310.0      VX   \n",
+       "259529  2013      7   10    2357.0      178.0     201.0      159.0      DL   \n",
+       "259651  2013      7   11       5.0       75.0     121.0       67.0      B6   \n",
+       "259652  2013      7   11      14.0       89.0     244.0       69.0      B6   \n",
+       "259655  2013      7   11     132.0       93.0     510.0       90.0      B6   \n",
+       "259813  2013      7   11     809.0       69.0     934.0       59.0      AA   \n",
+       "259844  2013      7   11     837.0      102.0    1114.0       96.0      B6   \n",
+       "259850  2013      7   11     842.0       72.0    1113.0       63.0      B6   \n",
+       "259886  2013      7   11     921.0       61.0    1116.0       50.0      EV   \n",
+       "259900  2013      7   11     942.0      102.0    1246.0      113.0      B6   \n",
+       "259905  2013      7   11     946.0       81.0    1149.0       92.0      US   \n",
+       "259907  2013      7   11     948.0      108.0    1156.0       97.0      9E   \n",
+       "259916  2013      7   11     957.0      109.0    1216.0      115.0      EV   \n",
+       "259921  2013      7   11    1001.0       86.0    1159.0       95.0      EV   \n",
+       "259926  2013      7   11    1012.0       62.0    1235.0       20.0      UA   \n",
+       "259928  2013      7   11    1018.0       78.0    1241.0       59.0      B6   \n",
+       "259949  2013      7   11    1037.0       97.0    1148.0       73.0      UA   \n",
+       "259974  2013      7   11    1115.0      135.0    1355.0      109.0      B6   \n",
+       "259984  2013      7   11    1126.0       87.0    1356.0       91.0      B6   \n",
+       "259985  2013      7   11    1127.0      117.0    1235.0      116.0      B6   \n",
+       "259987  2013      7   11    1129.0      179.0    1443.0      203.0      UA   \n",
+       "259990  2013      7   11    1134.0      219.0    1334.0      225.0      B6   \n",
+       "259998  2013      7   11    1148.0       79.0    1342.0       63.0      US   \n",
+       "260015  2013      7   11    1203.0       93.0    1518.0       88.0      VX   \n",
+       "260025  2013      7   11    1217.0      138.0    1452.0      135.0      B6   \n",
+       "260031  2013      7   11    1232.0       67.0    1340.0       65.0      B6   \n",
+       "260035  2013      7   11    1238.0      128.0    1530.0      105.0      VX   \n",
+       "260050  2013      7   11    1255.0      195.0    1749.0        NaN      9E   \n",
+       "260061  2013      7   11    1304.0       71.0    1523.0       62.0      EV   \n",
+       "260062  2013      7   11    1304.0      155.0    1554.0      164.0      B6   \n",
+       "260063  2013      7   11    1304.0      129.0    1656.0      131.0      B6   \n",
+       "260066  2013      7   11    1309.0      409.0    1446.0      389.0      EV   \n",
+       "260077  2013      7   11    1320.0       75.0    1600.0       90.0      MQ   \n",
+       "260080  2013      7   11    1323.0      233.0    1613.0      219.0      DL   \n",
+       "260092  2013      7   11    1340.0       70.0    1449.0       57.0      B6   \n",
+       "260107  2013      7   11    1411.0      131.0    1617.0      146.0      US   \n",
+       "260112  2013      7   11    1416.0       61.0    1605.0       60.0      US   \n",
+       "260115  2013      7   11    1419.0       80.0    1646.0      109.0      US   \n",
+       "260118  2013      7   11    1422.0      166.0    1611.0      153.0      YV   \n",
+       "260125  2013      7   11    1437.0      242.0    1631.0      277.0      B6   \n",
+       "260148  2013      7   11    1454.0       84.0    1614.0       76.0      B6   \n",
+       "260160  2013      7   11    1502.0       99.0    1818.0      104.0      UA   \n",
+       "260164  2013      7   11    1505.0       66.0    1853.0       89.0      DL   \n",
+       "260165  2013      7   11    1506.0      141.0    1611.0      127.0      EV   \n",
+       "260166  2013      7   11    1506.0      291.0    1603.0      274.0      UA   \n",
+       "260174  2013      7   11    1510.0       71.0    1746.0       70.0      UA   \n",
+       "260181  2013      7   11    1518.0      159.0    1843.0      189.0      B6   \n",
+       "260184  2013      7   11    1521.0       70.0    1826.0       84.0      B6   \n",
+       "260188  2013      7   11    1523.0      328.0    1649.0      334.0      MQ   \n",
+       "260216  2013      7   11    1547.0      272.0    1717.0      263.0      EV   \n",
+       "260221  2013      7   11    1550.0      155.0    1851.0      164.0      UA   \n",
+       "260225  2013      7   11    1554.0       84.0    1851.0       86.0      B6   \n",
+       "260236  2013      7   11    1604.0       95.0    2005.0       95.0      B6   \n",
+       "260248  2013      7   11    1613.0       68.0    1928.0       53.0      AA   \n",
+       "260254  2013      7   11    1622.0      112.0    1809.0      119.0      EV   \n",
+       "260256  2013      7   11    1622.0      122.0    1814.0      114.0      MQ   \n",
+       "260265  2013      7   11    1632.0       71.0    1817.0       39.0      UA   \n",
+       "260270  2013      7   11    1639.0      165.0    1758.0      168.0      B6   \n",
+       "260278  2013      7   11    1644.0      104.0    1925.0       87.0      B6   \n",
+       "260283  2013      7   11    1657.0       77.0    1849.0       68.0      US   \n",
+       "260298  2013      7   11    1708.0      143.0    1954.0      154.0      B6   \n",
+       "260301  2013      7   11    1709.0       70.0    1814.0       42.0      UA   \n",
+       "260302  2013      7   11    1710.0       71.0    1912.0       44.0      9E   \n",
+       "260331  2013      7   11    1737.0       88.0    2047.0       79.0      UA   \n",
+       "260335  2013      7   11    1741.0      126.0    2050.0      120.0      B6   \n",
+       "260340  2013      7   11    1746.0       81.0    1944.0       65.0      9E   \n",
+       "260341  2013      7   11    1746.0       76.0    1935.0       50.0      MQ   \n",
+       "260343  2013      7   11    1748.0      348.0    2052.0      345.0      UA   \n",
+       "260346  2013      7   11    1751.0       81.0    2032.0       53.0      B6   \n",
+       "260357  2013      7   11    1805.0       96.0    1956.0       63.0      US   \n",
+       "260359  2013      7   11    1810.0       71.0    1914.0       41.0      UA   \n",
+       "260386  2013      7   11    1828.0       88.0    2020.0       68.0      B6   \n",
+       "260387  2013      7   11    1832.0      123.0    2124.0      117.0      B6   \n",
+       "260393  2013      7   11    1838.0      113.0    2005.0      110.0      WN   \n",
+       "260395  2013      7   11    1840.0      150.0    2022.0      132.0      EV   \n",
+       "260399  2013      7   11    1849.0      241.0    2138.0      237.0      UA   \n",
+       "260403  2013      7   11    1851.0       76.0    2037.0       82.0      WN   \n",
+       "260412  2013      7   11    1859.0      120.0    2051.0       82.0      UA   \n",
+       "260421  2013      7   11    1909.0       69.0    2204.0       34.0      B6   \n",
+       "260422  2013      7   11    1910.0      100.0    2123.0       92.0      F9   \n",
+       "260428  2013      7   11    1914.0      134.0    2048.0      122.0      UA   \n",
+       "260429  2013      7   11    1916.0      204.0    2223.0      223.0      UA   \n",
+       "260433  2013      7   11    1920.0      130.0    2118.0      133.0      B6   \n",
+       "260439  2013      7   11    1927.0       72.0    2213.0       38.0      DL   \n",
+       "260451  2013      7   11    1940.0      155.0    2106.0      141.0      B6   \n",
+       "260457  2013      7   11    1944.0       74.0    2250.0       70.0      B6   \n",
+       "260462  2013      7   11    1949.0      147.0    2123.0      145.0      B6   \n",
+       "260463  2013      7   11    1949.0      204.0    2147.0      212.0      MQ   \n",
+       "260464  2013      7   11    1949.0       74.0    2131.0       81.0      MQ   \n",
+       "260469  2013      7   11    1954.0       97.0    2220.0       82.0      UA   \n",
+       "260473  2013      7   11    1959.0      170.0    2244.0      170.0      B6   \n",
+       "260474  2013      7   11    1959.0      209.0    2248.0      169.0      VX   \n",
+       "260478  2013      7   11    2003.0       68.0    2212.0       82.0      MQ   \n",
+       "260480  2013      7   11    2004.0       94.0    2146.0      111.0      MQ   \n",
+       "260482  2013      7   11    2006.0      104.0    2306.0       71.0      UA   \n",
+       "260484  2013      7   11    2009.0      134.0    2243.0       89.0      UA   \n",
+       "260493  2013      7   11    2018.0       63.0    2210.0       -1.0      DL   \n",
+       "260494  2013      7   11    2022.0       72.0    2256.0       50.0      UA   \n",
+       "260501  2013      7   11    2031.0       61.0    2254.0       58.0      9E   \n",
+       "260509  2013      7   11    2048.0       78.0    2346.0       42.0      UA   \n",
+       "260513  2013      7   11    2055.0      206.0    2350.0      175.0      VX   \n",
+       "260520  2013      7   11    2101.0       61.0    2241.0       61.0      MQ   \n",
+       "260522  2013      7   11    2104.0       94.0    2355.0       67.0      B6   \n",
+       "260530  2013      7   11    2114.0      133.0      20.0      127.0      B6   \n",
+       "260538  2013      7   11    2124.0       89.0    2250.0       65.0      MQ   \n",
+       "260539  2013      7   11    2125.0       84.0       1.0       56.0      VX   \n",
+       "260540  2013      7   11    2125.0      106.0    2348.0       74.0      UA   \n",
+       "260546  2013      7   11    2138.0       97.0       2.0       68.0      B6   \n",
+       "260549  2013      7   11    2140.0       75.0    2349.0       25.0      UA   \n",
+       "260553  2013      7   11    2152.0      152.0    2346.0      143.0      EV   \n",
+       "260557  2013      7   11    2157.0       87.0    2301.0       62.0      B6   \n",
+       "260559  2013      7   11    2202.0       71.0      50.0       52.0      B6   \n",
+       "260560  2013      7   11    2202.0      187.0     118.0      183.0      VX   \n",
+       "260564  2013      7   11    2213.0       72.0     153.0       53.0      B6   \n",
+       "260568  2013      7   11    2228.0       88.0      58.0       82.0      B6   \n",
+       "260569  2013      7   11    2230.0      122.0      23.0       96.0      B6   \n",
+       "260570  2013      7   11    2232.0       67.0      30.0       36.0      B6   \n",
+       "260571  2013      7   11    2234.0      102.0      22.0       84.0      EV   \n",
+       "260572  2013      7   11    2234.0       65.0    2333.0       49.0      UA   \n",
+       "260573  2013      7   11    2248.0      143.0     136.0      135.0      B6   \n",
+       "260574  2013      7   11    2259.0       89.0     135.0       81.0      B6   \n",
+       "260575  2013      7   11    2308.0       82.0     139.0       69.0      B6   \n",
+       "260577  2013      7   11    2314.0       79.0     158.0       75.0      B6   \n",
+       "260578  2013      7   11    2316.0      126.0      34.0      111.0      B6   \n",
+       "260580  2013      7   11    2332.0      133.0     201.0      127.0      B6   \n",
+       "260581  2013      7   11    2334.0      274.0     153.0      261.0      DL   \n",
+       "260584  2013      7   11    2347.0      137.0     211.0      132.0      B6   \n",
+       "260586  2013      7   11    2355.0       70.0     104.0       60.0      B6   \n",
+       "260587  2013      7   11    2357.0      232.0     117.0      208.0      B6   \n",
+       "260657  2013      7   12       5.0      160.0     146.0      112.0      B6   \n",
+       "260658  2013      7   12       7.0       82.0     111.0       72.0      B6   \n",
+       "260659  2013      7   12      13.0      348.0     157.0      311.0      9E   \n",
+       "260660  2013      7   12      15.0       90.0     133.0       92.0      B6   \n",
+       "260661  2013      7   12      19.0       94.0     128.0       85.0      B6   \n",
+       "260663  2013      7   12     118.0       79.0     450.0       60.0      B6   \n",
+       "260664  2013      7   12     143.0      343.0     432.0      322.0      DL   \n",
+       "260788  2013      7   12     736.0       86.0     924.0       79.0      MQ   \n",
+       "260854  2013      7   12     825.0      115.0    1051.0      111.0      EV   \n",
+       "260886  2013      7   12     854.0       94.0    1058.0       96.0      EV   \n",
+       "260899  2013      7   12     902.0       92.0    1200.0      110.0      B6   \n",
+       "260908  2013      7   12     911.0      101.0    1147.0       62.0      VX   \n",
+       "260928  2013      7   12     933.0       63.0    1034.0       24.0      9E   \n",
+       "260929  2013      7   12     933.0      153.0    1134.0      154.0      9E   \n",
+       "260936  2013      7   12     943.0      103.0    1249.0      116.0      B6   \n",
+       "260938  2013      7   12     948.0       88.0    1321.0      106.0      AA   \n",
+       "260958  2013      7   12    1013.0      126.0    1119.0      115.0      UA   \n",
+       "260975  2013      7   12    1027.0       87.0    1249.0       83.0      EV   \n",
+       "261018  2013      7   12    1132.0      183.0    1236.0      168.0      9E   \n",
+       "261039  2013      7   12    1154.0       85.0    1449.0       99.0      B6   \n",
+       "261041  2013      7   12    1155.0       85.0    1458.0       73.0      AA   \n",
+       "261059  2013      7   12    1221.0      161.0    1417.0      206.0      9E   \n",
+       "261061  2013      7   12    1224.0      144.0    1406.0      161.0      EV   \n",
+       "261062  2013      7   12    1224.0      145.0    1520.0      163.0      B6   \n",
+       "261064  2013      7   12    1227.0      117.0    1512.0       82.0      VX   \n",
+       "261065  2013      7   12    1228.0       88.0    1437.0       65.0      UA   \n",
+       "261071  2013      7   12    1233.0      154.0    1331.0      126.0      UA   \n",
+       "261075  2013      7   12    1237.0      127.0    1524.0       99.0      VX   \n",
+       "261108  2013      7   12    1312.0       72.0    1424.0       66.0      EV   \n",
+       "261133  2013      7   12    1338.0       61.0    1443.0       52.0      UA   \n",
+       "261136  2013      7   12    1341.0      146.0    1624.0      144.0      AA   \n",
+       "261140  2013      7   12    1346.0      107.0    1551.0      127.0      MQ   \n",
+       "261167  2013      7   12    1433.0       63.0    1745.0       67.0      B6   \n",
+       "261173  2013      7   12    1441.0       63.0    1710.0       36.0      B6   \n",
+       "261205  2013      7   12    1503.0      184.0    1640.0      206.0      9E   \n",
+       "261206  2013      7   12    1503.0       73.0    1716.0       54.0      UA   \n",
+       "261248  2013      7   12    1543.0       72.0    1702.0       57.0      EV   \n",
+       "261278  2013      7   12    1607.0       97.0    1838.0       44.0      UA   \n",
+       "261279  2013      7   12    1607.0       67.0    1729.0       67.0      US   \n",
+       "261284  2013      7   12    1610.0      119.0    1924.0      142.0      B6   \n",
+       "261292  2013      7   12    1619.0      129.0    1914.0      164.0      FL   \n",
+       "261294  2013      7   12    1622.0       83.0    1917.0      100.0      DL   \n",
+       "261309  2013      7   12    1635.0      110.0    1835.0      113.0      9E   \n",
+       "261312  2013      7   12    1636.0       67.0    1906.0       26.0      UA   \n",
+       "261314  2013      7   12    1637.0       62.0    2039.0      109.0      B6   \n",
+       "261321  2013      7   12    1648.0       78.0    2019.0       84.0      AA   \n",
+       "261323  2013      7   12    1650.0       70.0    1837.0       94.0      US   \n",
+       "261340  2013      7   12    1706.0       71.0    1932.0      108.0      B6   \n",
+       "261349  2013      7   12    1719.0       79.0    2055.0      131.0      DL   \n",
+       "261354  2013      7   12    1722.0       97.0    2026.0       80.0      DL   \n",
+       "261357  2013      7   12    1724.0       64.0    2104.0      122.0      DL   \n",
+       "261373  2013      7   12    1740.0      160.0    1931.0      159.0      US   \n",
+       "261374  2013      7   12    1744.0      104.0    1907.0       80.0      EV   \n",
+       "261376  2013      7   12    1745.0       69.0    1917.0       49.0      EV   \n",
+       "261381  2013      7   12    1749.0      159.0    2028.0      174.0      EV   \n",
+       "261385  2013      7   12    1752.0      132.0    2118.0      140.0      UA   \n",
+       "261399  2013      7   12    1809.0       89.0    2021.0      128.0      9E   \n",
+       "261414  2013      7   12    1823.0      144.0    1952.0      133.0      EV   \n",
+       "261419  2013      7   12    1829.0      114.0    2029.0      116.0      EV   \n",
+       "261422  2013      7   12    1831.0      108.0    2037.0       90.0      EV   \n",
+       "261424  2013      7   12    1832.0       83.0    2127.0       93.0      B6   \n",
+       "261428  2013      7   12    1837.0       87.0    2117.0       72.0      AA   \n",
+       "261430  2013      7   12    1839.0      100.0    2001.0       98.0      EV   \n",
+       "261431  2013      7   12    1839.0      229.0    2020.0      226.0      9E   \n",
+       "261432  2013      7   12    1841.0       93.0    2008.0       91.0      EV   \n",
+       "261435  2013      7   12    1843.0      138.0    2014.0      119.0      MQ   \n",
+       "261436  2013      7   12    1846.0       77.0    2005.0       70.0      EV   \n",
+       "261439  2013      7   12    1847.0       81.0    2058.0       87.0      EV   \n",
+       "261444  2013      7   12    1851.0      111.0    2141.0      123.0      DL   \n",
+       "261446  2013      7   12    1853.0       93.0    2059.0       87.0      EV   \n",
+       "261447  2013      7   12    1854.0      104.0    2140.0      100.0      WN   \n",
+       "261450  2013      7   12    1859.0       79.0    2103.0       48.0      WN   \n",
+       "261453  2013      7   12    1902.0       92.0    2019.0       91.0      B6   \n",
+       "261456  2013      7   12    1907.0      146.0    2143.0      150.0      EV   \n",
+       "261459  2013      7   12    1911.0       71.0    2200.0       81.0      DL   \n",
+       "261460  2013      7   12    1912.0      107.0    2036.0      106.0      EV   \n",
+       "261463  2013      7   12    1915.0      120.0    2155.0      123.0      9E   \n",
+       "261465  2013      7   12    1915.0       80.0    2231.0       71.0      AA   \n",
+       "261467  2013      7   12    1918.0       78.0    2220.0       50.0      B6   \n",
+       "261474  2013      7   12    1922.0       63.0    2249.0       91.0      B6   \n",
+       "261494  2013      7   12    1940.0      130.0    2119.0       99.0      DL   \n",
+       "261495  2013      7   12    1941.0       86.0    2216.0       90.0      DL   \n",
+       "261496  2013      7   12    1941.0       79.0    2218.0       23.0      UA   \n",
+       "261497  2013      7   12    1942.0       62.0    2224.0       30.0      UA   \n",
+       "261499  2013      7   12    1948.0      173.0    2207.0      147.0      UA   \n",
+       "261500  2013      7   12    1949.0       74.0    2117.0       67.0      MQ   \n",
+       "261502  2013      7   12    1954.0      168.0    2357.0      166.0      B6   \n",
+       "261503  2013      7   12    1954.0       99.0    2104.0       79.0      WN   \n",
+       "261504  2013      7   12    1955.0       95.0    2357.0      136.0      DL   \n",
+       "261506  2013      7   12    1957.0      169.0       NaN        NaN      EV   \n",
+       "261510  2013      7   12    2001.0      147.0    2222.0      146.0      FL   \n",
+       "261511  2013      7   12    2001.0      211.0    2245.0      166.0      VX   \n",
+       "261512  2013      7   12    2002.0      307.0    2308.0      278.0      AA   \n",
+       "261515  2013      7   12    2002.0       97.0    2224.0       53.0      UA   \n",
+       "261537  2013      7   12    2028.0       83.0    2152.0       55.0      UA   \n",
+       "261538  2013      7   12    2031.0       61.0    2315.0       60.0      DL   \n",
+       "261539  2013      7   12    2033.0      123.0    2343.0      108.0      UA   \n",
+       "261543  2013      7   12    2037.0       82.0    2254.0       49.0      AA   \n",
+       "261544  2013      7   12    2038.0       63.0    2357.0       94.0      9E   \n",
+       "261545  2013      7   12    2039.0       69.0    2146.0       41.0      EV   \n",
+       "261549  2013      7   12    2047.0       77.0    2252.0       62.0      EV   \n",
+       "261551  2013      7   12    2050.0      201.0    2344.0      169.0      VX   \n",
+       "261552  2013      7   12    2051.0      110.0    2201.0       97.0      EV   \n",
+       "261553  2013      7   12    2051.0       71.0    2323.0       28.0      B6   \n",
+       "261559  2013      7   12    2057.0      128.0    2238.0       94.0      EV   \n",
+       "261562  2013      7   12    2102.0      232.0       6.0      211.0      UA   \n",
+       "261566  2013      7   12    2111.0      112.0    2334.0       84.0      UA   \n",
+       "261567  2013      7   12    2112.0       92.0    2241.0       51.0      EV   \n",
+       "261568  2013      7   12    2112.0      132.0      19.0       99.0      DL   \n",
+       "261569  2013      7   12    2113.0       94.0    2310.0       36.0      UA   \n",
+       "261574  2013      7   12    2117.0      197.0    2315.0      190.0      MQ   \n",
+       "261575  2013      7   12    2120.0      105.0    2249.0       74.0      EV   \n",
+       "261577  2013      7   12    2125.0      105.0    2313.0       91.0      EV   \n",
+       "261578  2013      7   12    2125.0      150.0     106.0      171.0      VX   \n",
+       "261579  2013      7   12    2127.0      117.0    2358.0       54.0      UA   \n",
+       "261585  2013      7   12    2137.0      107.0    2342.0       87.0      EV   \n",
+       "261586  2013      7   12    2138.0      128.0    2254.0      125.0      EV   \n",
+       "261587  2013      7   12    2139.0       99.0      32.0       77.0      AA   \n",
+       "261589  2013      7   12    2143.0      148.0       4.0       94.0      AA   \n",
+       "261591  2013      7   12    2149.0      114.0    2322.0       97.0      MQ   \n",
+       "261592  2013      7   12    2150.0      170.0      15.0      163.0      DL   \n",
+       "261593  2013      7   12    2152.0      147.0      11.0      135.0      EV   \n",
+       "261594  2013      7   12    2154.0       84.0    2313.0       77.0      9E   \n",
+       "261595  2013      7   12    2157.0       87.0    2246.0       51.0      WN   \n",
+       "261598  2013      7   12    2201.0       61.0     115.0       63.0      DL   \n",
+       "261599  2013      7   12    2201.0      100.0    2316.0       76.0      UA   \n",
+       "261600  2013      7   12    2202.0       72.0     134.0       52.0      UA   \n",
+       "261601  2013      7   12    2205.0       95.0    2325.0       83.0      FL   \n",
+       "261602  2013      7   12    2206.0      126.0      15.0       91.0      EV   \n",
+       "261604  2013      7   12    2209.0      147.0    2314.0      134.0      EV   \n",
+       "261607  2013      7   12    2213.0       79.0     109.0       75.0      UA   \n",
+       "261609  2013      7   12    2222.0      112.0    2330.0       79.0      9E   \n",
+       "261610  2013      7   12    2222.0       74.0     103.0       64.0      UA   \n",
+       "261613  2013      7   12    2230.0      240.0     123.0      223.0      B6   \n",
+       "261614  2013      7   12    2236.0       76.0      30.0       56.0      B6   \n",
+       "261615  2013      7   12    2238.0      129.0     125.0       86.0      B6   \n",
+       "261617  2013      7   12    2242.0       87.0     216.0       45.0      DL   \n",
+       "261618  2013      7   12    2243.0      163.0     100.0      150.0      DL   \n",
+       "261619  2013      7   12    2246.0      206.0      29.0      186.0      EV   \n",
+       "261620  2013      7   12    2249.0      336.0      18.0      299.0      EV   \n",
+       "261623  2013      7   12    2257.0       62.0     150.0       67.0      B6   \n",
+       "261624  2013      7   12    2257.0       77.0      24.0       84.0      MQ   \n",
+       "261625  2013      7   12    2259.0      150.0      56.0      128.0      EV   \n",
+       "261627  2013      7   12    2308.0       99.0      55.0       89.0      EV   \n",
+       "261628  2013      7   12    2309.0      159.0      24.0      142.0      9E   \n",
+       "261629  2013      7   12    2314.0      135.0     101.0      109.0      EV   \n",
+       "261630  2013      7   12    2316.0      137.0      23.0       94.0      EV   \n",
+       "261632  2013      7   12    2316.0      106.0     145.0      106.0      B6   \n",
+       "261633  2013      7   12    2320.0      155.0     140.0      152.0      9E   \n",
+       "261634  2013      7   12    2322.0       97.0      45.0       89.0      DL   \n",
+       "261635  2013      7   12    2323.0      101.0      25.0       86.0      EV   \n",
+       "261636  2013      7   12    2328.0      153.0     151.0      147.0      EV   \n",
+       "261637  2013      7   12    2333.0      107.0     211.0      101.0      B6   \n",
+       "261638  2013      7   12    2334.0      162.0     122.0      144.0      EV   \n",
+       "261639  2013      7   12    2341.0      132.0     131.0      102.0      EV   \n",
+       "261640  2013      7   12    2341.0      126.0     236.0      126.0      B6   \n",
+       "261641  2013      7   12    2342.0      163.0      48.0      148.0      EV   \n",
+       "261642  2013      7   12    2350.0       65.0     109.0       65.0      B6   \n",
+       "261660  2013      7   13      52.0      107.0     145.0       92.0      B6   \n",
+       "261661  2013      7   13     250.0      171.0     625.0      165.0      B6   \n",
+       "261662  2013      7   13     303.0      184.0     633.0      163.0      B6   \n",
+       "261740  2013      7   13     705.0       65.0     800.0       45.0      WN   \n",
+       "261759  2013      7   13     731.0       76.0     950.0       45.0      WN   \n",
+       "261800  2013      7   13     810.0       75.0    1107.0       89.0      B6   \n",
+       "261816  2013      7   13     823.0      143.0    1101.0      121.0      UA   \n",
+       "261881  2013      7   13     930.0      120.0    1233.0      108.0      VX   \n",
+       "261911  2013      7   13    1011.0      161.0    1118.0      163.0      EV   \n",
+       "261913  2013      7   13    1012.0      112.0    1222.0      101.0      9E   \n",
+       "261920  2013      7   13    1024.0       74.0    1214.0       68.0      EV   \n",
+       "261932  2013      7   13    1044.0       69.0    1438.0      102.0      DL   \n",
+       "261944  2013      7   13    1100.0      127.0    1231.0       88.0      EV   \n",
+       "261992  2013      7   13    1222.0      117.0    1330.0       85.0      AA   \n",
+       "261993  2013      7   13    1227.0      147.0    1517.0      163.0      DL   \n",
+       "262001  2013      7   13    1237.0       87.0    1359.0       81.0      9E   \n",
+       "262016  2013      7   13    1254.0      157.0    1501.0      170.0      EV   \n",
+       "262025  2013      7   13    1303.0      142.0    1419.0      142.0      EV   \n",
+       "262032  2013      7   13    1310.0       71.0    1446.0       82.0      EV   \n",
+       "262037  2013      7   13    1315.0      100.0    1445.0       66.0      DL   \n",
+       "262049  2013      7   13    1340.0      115.0    1517.0       97.0      MQ   \n",
+       "262052  2013      7   13    1343.0      128.0    1627.0       99.0      DL   \n",
+       "262066  2013      7   13    1404.0       64.0    1548.0       43.0      MQ   \n",
+       "262068  2013      7   13    1411.0       71.0    1631.0       51.0      AA   \n",
+       "262072  2013      7   13    1416.0       86.0    1705.0      111.0      EV   \n",
+       "262075  2013      7   13    1420.0      100.0    1604.0      110.0      EV   \n",
+       "262085  2013      7   13    1434.0       61.0    1557.0       68.0      EV   \n",
+       "262103  2013      7   13    1452.0      172.0    1557.0      159.0      EV   \n",
+       "262126  2013      7   13    1508.0      129.0    1730.0      117.0      DL   \n",
+       "262134  2013      7   13    1521.0       66.0    1632.0       58.0      EV   \n",
+       "262142  2013      7   13    1527.0      111.0    1725.0       81.0      UA   \n",
+       "262153  2013      7   13    1538.0       99.0    1704.0       68.0      US   \n",
+       "262164  2013      7   13    1553.0      148.0    1720.0      120.0      EV   \n",
+       "262166  2013      7   13    1554.0      139.0    1651.0      116.0      MQ   \n",
+       "262175  2013      7   13    1604.0       89.0    1750.0       71.0      DL   \n",
+       "262192  2013      7   13    1624.0       89.0    2000.0       55.0      AA   \n",
+       "262211  2013      7   13    1646.0       66.0    1900.0       70.0      WN   \n",
+       "262215  2013      7   13    1649.0       64.0    2030.0       88.0      DL   \n",
+       "262238  2013      7   13    1706.0      126.0    1932.0      163.0      9E   \n",
+       "262239  2013      7   13    1707.0      132.0    1924.0      145.0      9E   \n",
+       "262243  2013      7   13    1711.0      106.0    1851.0       80.0      EV   \n",
+       "262248  2013      7   13    1717.0      117.0    1852.0      102.0      AA   \n",
+       "262250  2013      7   13    1718.0       88.0    1959.0      132.0      9E   \n",
+       "262253  2013      7   13    1720.0       95.0    1933.0       89.0      EV   \n",
+       "262254  2013      7   13    1721.0       82.0    2053.0       94.0      DL   \n",
+       "262264  2013      7   13    1734.0       64.0    2033.0       54.0      B6   \n",
+       "262266  2013      7   13    1736.0       81.0    1924.0       70.0      EV   \n",
+       "262271  2013      7   13    1745.0       99.0    2104.0      115.0      B6   \n",
+       "262273  2013      7   13    1749.0      126.0    2108.0        NaN      UA   \n",
+       "262284  2013      7   13    1805.0      260.0    2145.0      300.0      AA   \n",
+       "262287  2013      7   13    1812.0       63.0    2035.0       41.0      B6   \n",
+       "262293  2013      7   13    1820.0      177.0    1942.0      155.0      9E   \n",
+       "262295  2013      7   13    1821.0      111.0    2059.0       60.0      VX   \n",
+       "262296  2013      7   13    1822.0       97.0    1924.0       68.0      9E   \n",
+       "262304  2013      7   13    1833.0      129.0    2106.0      101.0      UA   \n",
+       "262310  2013      7   13    1840.0       80.0    2208.0      103.0      AA   \n",
+       "262314  2013      7   13    1849.0      201.0    2122.0      180.0      UA   \n",
+       "262318  2013      7   13    1854.0      109.0    2109.0      118.0      US   \n",
+       "262320  2013      7   13    1856.0      106.0    2141.0       96.0      AA   \n",
+       "262325  2013      7   13    1859.0      159.0    2142.0      139.0      B6   \n",
+       "262331  2013      7   13    1907.0       62.0    2201.0       86.0      DL   \n",
+       "262334  2013      7   13    1910.0      185.0       NaN        NaN      EV   \n",
+       "262339  2013      7   13    1914.0       64.0    2031.0       56.0      WN   \n",
+       "262343  2013      7   13    1918.0       79.0    2204.0       66.0      DL   \n",
+       "262347  2013      7   13    1922.0       91.0    2137.0       81.0      DL   \n",
+       "262351  2013      7   13    1926.0      251.0    2155.0      219.0      DL   \n",
+       "262352  2013      7   13    1927.0      149.0    2154.0       98.0      UA   \n",
+       "262361  2013      7   13    1939.0       69.0    2244.0      107.0      9E   \n",
+       "262364  2013      7   13    1940.0       75.0    2045.0       40.0      MQ   \n",
+       "262367  2013      7   13    1947.0       78.0    2143.0        8.0      UA   \n",
+       "262368  2013      7   13    1950.0      201.0    2217.0      170.0      B6   \n",
+       "262374  2013      7   13    2006.0       71.0    2235.0       78.0      FL   \n",
+       "262375  2013      7   13    2006.0       88.0    2151.0       94.0      B6   \n",
+       "262379  2013      7   13    2010.0      142.0    2230.0      115.0      B6   \n",
+       "262385  2013      7   13    2019.0      154.0    2308.0      118.0      AA   \n",
+       "262387  2013      7   13    2021.0      232.0    2154.0      213.0      EV   \n",
+       "262390  2013      7   13    2022.0       87.0    2203.0       64.0      US   \n",
+       "262392  2013      7   13    2025.0      115.0    2319.0       99.0      B6   \n",
+       "262396  2013      7   13    2030.0       61.0    2337.0      104.0      9E   \n",
+       "262397  2013      7   13    2031.0       71.0    2242.0       31.0      UA   \n",
+       "262398  2013      7   13    2032.0       62.0    2345.0       67.0      DL   \n",
+       "262402  2013      7   13    2040.0       64.0    2305.0       18.0      UA   \n",
+       "262405  2013      7   13    2048.0      108.0    2309.0       98.0      DL   \n",
+       "262406  2013      7   13    2049.0      111.0    2318.0       78.0      UA   \n",
+       "262407  2013      7   13    2051.0      126.0    2205.0       95.0      AA   \n",
+       "262410  2013      7   13    2058.0       88.0    2329.0       67.0      DL   \n",
+       "262412  2013      7   13    2106.0       66.0    2233.0       53.0      MQ   \n",
+       "262418  2013      7   13    2123.0      210.0    2329.0      194.0      FL   \n",
+       "262419  2013      7   13    2125.0       85.0      13.0       58.0      AA   \n",
+       "262423  2013      7   13    2130.0      134.0      14.0      120.0      B6   \n",
+       "262425  2013      7   13    2137.0      247.0    2349.0      238.0      F9   \n",
+       "262432  2013      7   13    2201.0       92.0      16.0       73.0      EV   \n",
+       "262436  2013      7   13    2209.0       78.0     113.0       75.0      B6   \n",
+       "262437  2013      7   13    2211.0      281.0      51.0      249.0      DL   \n",
+       "262438  2013      7   13    2219.0      290.0      42.0      233.0      UA   \n",
+       "262440  2013      7   13    2231.0       66.0    2352.0       66.0      B6   \n",
+       "262441  2013      7   13    2235.0       95.0      48.0       72.0      B6   \n",
+       "262442  2013      7   13    2242.0      162.0      26.0      116.0      EV   \n",
+       "262443  2013      7   13    2242.0       72.0     123.0       69.0      B6   \n",
+       "262445  2013      7   13    2253.0       68.0       7.0       53.0      DL   \n",
+       "262447  2013      7   13    2259.0      184.0      38.0      173.0      MQ   \n",
+       "262449  2013      7   13    2303.0      207.0     142.0      189.0      B6   \n",
+       "262450  2013      7   13    2313.0      168.0     204.0      163.0      B6   \n",
+       "262451  2013      7   13    2314.0      109.0     128.0       94.0      B6   \n",
+       "262452  2013      7   13    2328.0      113.0     216.0      106.0      B6   \n",
+       "262453  2013      7   13    2335.0      125.0     633.0        NaN      B6   \n",
+       "262456  2013      7   13    2358.0       73.0     102.0       61.0      B6   \n",
+       "262457  2013      7   13    2400.0       75.0     101.0       62.0      B6   \n",
+       "262458  2013      7   13    2400.0      125.0     225.0      102.0      B6   \n",
+       "262471  2013      7   14     112.0       73.0     447.0       67.0      B6   \n",
+       "262658  2013      7   14     856.0      117.0    1035.0      122.0      EV   \n",
+       "262686  2013      7   14     932.0      192.0    1220.0      184.0      UA   \n",
+       "262693  2013      7   14     943.0       83.0    1317.0        NaN      EV   \n",
+       "262723  2013      7   14    1018.0       66.0    1154.0       33.0      EV   \n",
+       "262730  2013      7   14    1025.0       70.0    1242.0       32.0      AA   \n",
+       "262744  2013      7   14    1052.0      282.0    1146.0      261.0      WN   \n",
+       "262774  2013      7   14    1129.0       64.0    1310.0       45.0      MQ   \n",
+       "262794  2013      7   14    1155.0       75.0    1324.0       44.0      EV   \n",
+       "262807  2013      7   14    1206.0       97.0    1441.0       81.0      B6   \n",
+       "262813  2013      7   14    1212.0      103.0    1349.0       97.0      EV   \n",
+       "262816  2013      7   14    1223.0      118.0    1452.0      104.0      B6   \n",
+       "262850  2013      7   14    1303.0       68.0    1400.0       50.0      MQ   \n",
+       "262886  2013      7   14    1353.0      294.0    1544.0      242.0      UA   \n",
+       "262897  2013      7   14    1403.0       82.0    1635.0       77.0      B6   \n",
+       "262907  2013      7   14    1420.0      315.0    1709.0      284.0      DL   \n",
+       "262912  2013      7   14    1428.0       74.0    1704.0       44.0      B6   \n",
+       "263031  2013      7   14    1609.0      159.0    1738.0      143.0      EV   \n",
+       "263043  2013      7   14    1622.0      177.0    1738.0      153.0      MQ   \n",
+       "263048  2013      7   14    1626.0       70.0    1849.0       49.0      UA   \n",
+       "263053  2013      7   14    1631.0      101.0    1820.0       64.0      9E   \n",
+       "263054  2013      7   14    1631.0       61.0    1920.0       25.0      AA   \n",
+       "263066  2013      7   14    1649.0       64.0    2037.0       32.0      DL   \n",
+       "263102  2013      7   14    1717.0       73.0    1809.0       21.0      EV   \n",
+       "263108  2013      7   14    1723.0       83.0    2000.0       71.0      B6   \n",
+       "263115  2013      7   14    1728.0       63.0    1905.0       26.0      9E   \n",
+       "263123  2013      7   14    1733.0       73.0    1922.0       29.0      9E   \n",
+       "263141  2013      7   14    1747.0      297.0    1916.0      266.0      DL   \n",
+       "263164  2013      7   14    1818.0      128.0    2019.0      114.0      EV   \n",
+       "263169  2013      7   14    1820.0       67.0    2019.0       60.0      EV   \n",
+       "263172  2013      7   14    1822.0       83.0    2050.0       91.0      DL   \n",
+       "263188  2013      7   14    1833.0       93.0    1955.0       70.0      MQ   \n",
+       "263192  2013      7   14    1846.0       66.0    2105.0       13.0      UA   \n",
+       "263202  2013      7   14    1854.0      104.0    2212.0       97.0      UA   \n",
+       "263207  2013      7   14    1858.0       88.0    2131.0      100.0      F9   \n",
+       "263214  2013      7   14    1901.0      216.0    2141.0      198.0      UA   \n",
+       "263225  2013      7   14    1909.0       99.0    2051.0       71.0      DL   \n",
+       "263228  2013      7   14    1915.0      105.0    2029.0      101.0      B6   \n",
+       "263231  2013      7   14    1917.0      162.0    2044.0      148.0      EV   \n",
+       "263238  2013      7   14    1919.0       79.0    2206.0       36.0      B6   \n",
+       "263257  2013      7   14    1941.0       61.0    2128.0       53.0      EV   \n",
+       "263279  2013      7   14    2004.0       94.0    2117.0       82.0      MQ   \n",
+       "263286  2013      7   14    2014.0      146.0    2238.0      123.0      B6   \n",
+       "263289  2013      7   14    2016.0      186.0    2226.0      141.0      AA   \n",
+       "263303  2013      7   14    2031.0       87.0    2215.0       68.0      EV   \n",
+       "263305  2013      7   14    2037.0      121.0    2311.0       76.0      UA   \n",
+       "263308  2013      7   14    2043.0      143.0    2233.0      105.0      9E   \n",
+       "263313  2013      7   14    2054.0       84.0    2219.0       90.0      EV   \n",
+       "263323  2013      7   14    2101.0       81.0    2331.0       36.0      B6   \n",
+       "263324  2013      7   14    2102.0      106.0    2323.0       69.0      B6   \n",
+       "263330  2013      7   14    2108.0       73.0    2241.0       56.0      MQ   \n",
+       "263336  2013      7   14    2111.0       64.0    2304.0        5.0      B6   \n",
+       "263340  2013      7   14    2119.0       99.0    2256.0       70.0      EV   \n",
+       "263353  2013      7   14    2130.0      295.0    2259.0      270.0      EV   \n",
+       "263363  2013      7   14    2151.0      112.0    2311.0       85.0      EV   \n",
+       "263366  2013      7   14    2155.0       61.0      30.0       62.0      EV   \n",
+       "263367  2013      7   14    2159.0      114.0    2332.0      103.0      B6   \n",
+       "263368  2013      7   14    2200.0      170.0    2301.0      125.0      EV   \n",
+       "263370  2013      7   14    2208.0      203.0    2348.0      153.0      DL   \n",
+       "263373  2013      7   14    2211.0      102.0     101.0       62.0      B6   \n",
+       "263378  2013      7   14    2241.0      131.0    2347.0      101.0      9E   \n",
+       "263384  2013      7   14    2248.0       62.0      57.0       27.0      B6   \n",
+       "263385  2013      7   14    2249.0      124.0    2359.0      120.0      B6   \n",
+       "263386  2013      7   14    2253.0      128.0     118.0       94.0      UA   \n",
+       "263387  2013      7   14    2256.0       61.0     128.0       45.0      B6   \n",
+       "263388  2013      7   14    2257.0      116.0     227.0       87.0      B6   \n",
+       "263390  2013      7   14    2322.0      227.0      45.0      205.0      MQ   \n",
+       "263391  2013      7   14    2325.0       65.0      16.0       41.0      EV   \n",
+       "263664  2013      7   15     924.0       89.0    1059.0       64.0      MQ   \n",
+       "263709  2013      7   15    1015.0       75.0    1211.0       28.0      UA   \n",
+       "263748  2013      7   15    1102.0      122.0    1251.0       85.0      EV   \n",
+       "263776  2013      7   15    1141.0       71.0    1411.0       26.0      AA   \n",
+       "263851  2013      7   15    1305.0      182.0    1427.0      172.0      FL   \n",
+       "263985  2013      7   15    1526.0       76.0    1806.0       96.0      FL   \n",
+       "264074  2013      7   15    1641.0      236.0    1931.0      236.0      AA   \n",
+       "264118  2013      7   15    1717.0       72.0    1834.0       54.0      AA   \n",
+       "264168  2013      7   15    1806.0       64.0    2105.0       62.0      UA   \n",
+       "264171  2013      7   15    1810.0       65.0    2018.0       67.0      US   \n",
+       "264179  2013      7   15    1819.0       66.0    2006.0       47.0      EV   \n",
+       "264220  2013      7   15    1859.0       99.0    2101.0       89.0      EV   \n",
+       "264230  2013      7   15    1906.0       61.0    2111.0       31.0      DL   \n",
+       "264249  2013      7   15    1921.0      131.0    2106.0       61.0      AA   \n",
+       "264255  2013      7   15    1927.0      182.0    2101.0      142.0      9E   \n",
+       "264269  2013      7   15    1940.0       70.0    2208.0       90.0      DL   \n",
+       "264299  2013      7   15    2018.0      118.0    2210.0       82.0      9E   \n",
+       "264320  2013      7   15    2048.0       83.0    2255.0       59.0      EV   \n",
+       "264332  2013      7   15    2102.0      187.0      53.0        NaN      MQ   \n",
+       "264334  2013      7   15    2106.0      156.0    2343.0      123.0      B6   \n",
+       "264335  2013      7   15    2106.0       96.0    2400.0       88.0      DL   \n",
+       "264340  2013      7   15    2110.0       90.0    2253.0       71.0      EV   \n",
+       "264348  2013      7   15    2117.0      107.0    2226.0       81.0      EV   \n",
+       "264363  2013      7   15    2129.0       89.0    2347.0       63.0      UA   \n",
+       "264370  2013      7   15    2140.0       70.0    2315.0       73.0      FL   \n",
+       "264379  2013      7   15    2212.0       81.0      53.0       55.0      B6   \n",
+       "264388  2013      7   15    2245.0       65.0       4.0       54.0      MQ   \n",
+       "264392  2013      7   15    2305.0      140.0      59.0      111.0      9E   \n",
+       "264400  2013      7   16      19.0      206.0     246.0      171.0      UA   \n",
+       "264401  2013      7   16      32.0      362.0     301.0      316.0      AA   \n",
+       "264402  2013      7   16      34.0      109.0     129.0       86.0      B6   \n",
+       "264404  2013      7   16      52.0      197.0     246.0      158.0      B6   \n",
+       "264405  2013      7   16     232.0      207.0     325.0      192.0      B6   \n",
+       "264524  2013      7   16     721.0       82.0     950.0       48.0      UA   \n",
+       "264611  2013      7   16     831.0       71.0    1024.0       54.0      UA   \n",
+       "264628  2013      7   16     852.0      112.0    1118.0      108.0      DL   \n",
+       "264670  2013      7   16     933.0       64.0    1120.0       52.0      DL   \n",
+       "264701  2013      7   16    1007.0       62.0    1326.0       61.0      DL   \n",
+       "264702  2013      7   16    1008.0       99.0    1248.0       65.0      UA   \n",
+       "264733  2013      7   16    1041.0       86.0    1405.0       94.0      DL   \n",
+       "264767  2013      7   16    1130.0       61.0    1245.0       36.0      EV   \n",
+       "264772  2013      7   16    1135.0      125.0    1240.0      112.0      B6   \n",
+       "264777  2013      7   16    1144.0      149.0    1243.0      124.0      DL   \n",
+       "264837  2013      7   16    1257.0       62.0    1547.0       52.0      AA   \n",
+       "264839  2013      7   16    1259.0      239.0    1604.0      238.0      B6   \n",
+       "264856  2013      7   16    1317.0       77.0    1458.0       85.0      UA   \n",
+       "264869  2013      7   16    1332.0      135.0    1537.0      122.0      UA   \n",
+       "264870  2013      7   16    1333.0       85.0    1551.0       59.0      B6   \n",
+       "264888  2013      7   16    1356.0       66.0    1524.0       59.0      MQ   \n",
+       "264899  2013      7   16    1418.0       63.0    1535.0       69.0      EV   \n",
+       "264958  2013      7   16    1503.0       64.0    1643.0       59.0      AA   \n",
+       "264961  2013      7   16    1506.0      145.0    1729.0      131.0      B6   \n",
+       "264964  2013      7   16    1509.0       70.0    1736.0       93.0      B6   \n",
+       "264968  2013      7   16    1512.0       66.0    1650.0       39.0      EV   \n",
+       "264977  2013      7   16    1520.0       69.0    1834.0       92.0      B6   \n",
+       "264978  2013      7   16    1521.0      111.0    1805.0      127.0      DL   \n",
+       "264988  2013      7   16    1533.0       63.0    1853.0       88.0      B6   \n",
+       "265028  2013      7   16    1604.0       64.0    1741.0       79.0      US   \n",
+       "265030  2013      7   16    1605.0      173.0    1933.0      195.0      B6   \n",
+       "265072  2013      7   16    1651.0      186.0    1942.0      177.0      AA   \n",
+       "265082  2013      7   16    1700.0       85.0    1950.0       49.0      DL   \n",
+       "265095  2013      7   16    1708.0      108.0    1850.0      105.0      AA   \n",
+       "265120  2013      7   16    1730.0       90.0    2117.0       99.0      DL   \n",
+       "265127  2013      7   16    1734.0       85.0    2112.0      104.0      UA   \n",
+       "265138  2013      7   16    1747.0      152.0    2030.0      134.0      DL   \n",
+       "265139  2013      7   16    1747.0      101.0    2026.0       77.0      B6   \n",
+       "265147  2013      7   16    1754.0       79.0    1938.0       65.0      EV   \n",
+       "265154  2013      7   16    1803.0       94.0    2050.0       83.0      B6   \n",
+       "265155  2013      7   16    1805.0       95.0    2007.0       82.0      MQ   \n",
+       "265158  2013      7   16    1810.0      145.0    2120.0      134.0      DL   \n",
+       "265175  2013      7   16    1824.0       73.0    2105.0       26.0      B6   \n",
+       "265178  2013      7   16    1825.0      175.0    2152.0      177.0      AA   \n",
+       "265181  2013      7   16    1827.0       81.0    2241.0       90.0      B6   \n",
+       "265187  2013      7   16    1831.0      121.0    2133.0      114.0      B6   \n",
+       "265188  2013      7   16    1831.0       81.0    2135.0       95.0      WN   \n",
+       "265191  2013      7   16    1832.0       71.0    2114.0       73.0      UA   \n",
+       "265198  2013      7   16    1840.0       90.0    2125.0       80.0      AA   \n",
+       "265221  2013      7   16    1903.0       63.0    2109.0       99.0      WN   \n",
+       "265226  2013      7   16    1913.0       85.0    2158.0       83.0      B6   \n",
+       "265227  2013      7   16    1914.0       69.0    2137.0       57.0      DL   \n",
+       "265236  2013      7   16    1922.0       63.0    2215.0       57.0      B6   \n",
+       "265242  2013      7   16    1926.0      117.0    2304.0      129.0      VX   \n",
+       "265257  2013      7   16    1939.0      189.0    2249.0      170.0      VX   \n",
+       "265263  2013      7   16    1944.0      104.0    2304.0       94.0      B6   \n",
+       "265285  2013      7   16    1957.0       92.0    2125.0       80.0      MQ   \n",
+       "265299  2013      7   16    2018.0      118.0    2206.0       78.0      9E   \n",
+       "265306  2013      7   16    2027.0      109.0    2208.0      111.0      B6   \n",
+       "265317  2013      7   16    2046.0      317.0    2341.0      320.0      B6   \n",
+       "265333  2013      7   16    2103.0      268.0    2225.0      250.0      B6   \n",
+       "265340  2013      7   16    2108.0       67.0      25.0       91.0      B6   \n",
+       "265341  2013      7   16    2110.0      120.0    2250.0      114.0      EV   \n",
+       "265354  2013      7   16    2129.0       84.0    2306.0       77.0      B6   \n",
+       "265355  2013      7   16    2129.0      113.0      29.0      116.0      B6   \n",
+       "265365  2013      7   16    2143.0      124.0      25.0       95.0      UA   \n",
+       "265372  2013      7   16    2156.0       61.0    2256.0       26.0      WN   \n",
+       "265376  2013      7   16    2218.0      108.0    2336.0       90.0      9E   \n",
+       "265380  2013      7   16    2229.0      214.0     117.0      182.0      VX   \n",
+       "265396  2013      7   17       2.0      212.0     117.0      195.0      FL   \n",
+       "265398  2013      7   17       6.0      151.0     245.0      135.0      B6   \n",
+       "265399  2013      7   17       9.0       64.0     113.0       60.0      B6   \n",
+       "265400  2013      7   17     104.0       65.0     440.0       56.0      B6   \n",
+       "265401  2013      7   17     143.0      313.0     242.0      280.0      9E   \n",
+       "265402  2013      7   17     203.0      124.0     551.0      121.0      B6   \n",
+       "265572  2013      7   17     804.0       92.0    1012.0       91.0      EV   \n",
+       "265597  2013      7   17     824.0       75.0    1109.0       72.0      UA   \n",
+       "265654  2013      7   17     918.0       78.0    1042.0       64.0      B6   \n",
+       "265690  2013      7   17    1003.0       63.0    1251.0       45.0      B6   \n",
+       "265700  2013      7   17    1017.0       84.0    1240.0       60.0      UA   \n",
+       "265704  2013      7   17    1020.0      170.0    1253.0      128.0      VX   \n",
+       "265721  2013      7   17    1034.0       84.0    1248.0       33.0      UA   \n",
+       "265746  2013      7   17    1110.0       70.0    1337.0       30.0      UA   \n",
+       "265758  2013      7   17    1130.0       65.0    1330.0       65.0      MQ   \n",
+       "265759  2013      7   17    1131.0       61.0    1400.0       15.0      VX   \n",
+       "265794  2013      7   17    1203.0       63.0    1449.0       77.0      UA   \n",
+       "265801  2013      7   17    1226.0       91.0    1524.0       73.0      DL   \n",
+       "265807  2013      7   17    1230.0      110.0    1428.0      108.0      EV   \n",
+       "265817  2013      7   17    1245.0      260.0    1408.0      238.0      EV   \n",
+       "265826  2013      7   17    1251.0       86.0    1404.0       89.0      B6   \n",
+       "265859  2013      7   17    1334.0       64.0    1447.0       55.0      B6   \n",
+       "265862  2013      7   17    1337.0      142.0    1515.0      141.0      EV   \n",
+       "265864  2013      7   17    1338.0      238.0    1453.0      242.0      9E   \n",
+       "265874  2013      7   17    1349.0       99.0    1633.0       93.0      AA   \n",
+       "265894  2013      7   17    1414.0      134.0    1632.0       97.0      DL   \n",
+       "265905  2013      7   17    1428.0       93.0    1812.0       85.0      UA   \n",
+       "265910  2013      7   17    1433.0       78.0    1554.0       88.0      EV   \n",
+       "265930  2013      7   17    1452.0       77.0    1606.0       71.0      MQ   \n",
+       "265952  2013      7   17    1501.0       62.0    1708.0       65.0      B6   \n",
+       "265954  2013      7   17    1502.0      132.0    1647.0      117.0      DL   \n",
+       "265981  2013      7   17    1529.0       90.0    1733.0       97.0      US   \n",
+       "265986  2013      7   17    1534.0      104.0    1815.0      113.0      UA   \n",
+       "266011  2013      7   17    1601.0       67.0    1852.0      102.0      EV   \n",
+       "266020  2013      7   17    1610.0       95.0    1800.0      120.0      9E   \n",
+       "266027  2013      7   17    1616.0       76.0    1838.0      103.0      EV   \n",
+       "266051  2013      7   17    1639.0       80.0    1955.0       95.0      UA   \n",
+       "266070  2013      7   17    1657.0      131.0    2007.0      142.0      UA   \n",
+       "266073  2013      7   17    1658.0       93.0    1920.0      115.0      MQ   \n",
+       "266093  2013      7   17    1715.0       90.0    2043.0      103.0      AA   \n",
+       "266102  2013      7   17    1721.0       82.0    1846.0       74.0      UA   \n",
+       "266105  2013      7   17    1723.0      103.0    1904.0       77.0      UA   \n",
+       "266118  2013      7   17    1733.0       93.0    2327.0        NaN      DL   \n",
+       "266144  2013      7   17    1752.0      112.0    1927.0      100.0      EV   \n",
+       "266152  2013      7   17    1802.0      137.0    2337.0        NaN      DL   \n",
+       "266164  2013      7   17    1819.0       69.0    2015.0       43.0      UA   \n",
+       "266169  2013      7   17    1823.0       68.0    2047.0       55.0      9E   \n",
+       "266171  2013      7   17    1823.0       81.0    2103.0       60.0      UA   \n",
+       "266172  2013      7   17    1824.0      103.0      16.0        NaN      EV   \n",
+       "266173  2013      7   17    1824.0      214.0    2135.0      259.0      9E   \n",
+       "266175  2013      7   17    1825.0      206.0    2129.0      232.0      DL   \n",
+       "266186  2013      7   17    1831.0      216.0    2052.0      231.0      9E   \n",
+       "266192  2013      7   17    1836.0       70.0    2058.0       87.0      EV   \n",
+       "266196  2013      7   17    1850.0      100.0    2130.0       90.0      WN   \n",
+       "266198  2013      7   17    1852.0      101.0    2148.0       69.0      B6   \n",
+       "266207  2013      7   17    1901.0       61.0    2010.0       57.0      US   \n",
+       "266211  2013      7   17    1903.0       68.0    2106.0       56.0      MQ   \n",
+       "266217  2013      7   17    1909.0       74.0    2147.0       26.0      UA   \n",
+       "266241  2013      7   17    1929.0      264.0    2204.0      246.0      UA   \n",
+       "266247  2013      7   17    1935.0      120.0    2318.0      130.0      DL   \n",
+       "266256  2013      7   17    1942.0       97.0    2224.0      104.0      DL   \n",
+       "266265  2013      7   17    1958.0      168.0    2201.0      116.0      AA   \n",
+       "266289  2013      7   17    2019.0       99.0    2249.0      100.0      9E   \n",
+       "266292  2013      7   17    2022.0       66.0    2310.0       56.0      B6   \n",
+       "266306  2013      7   17    2037.0      127.0    2220.0      102.0      DL   \n",
+       "266307  2013      7   17    2042.0      102.0    2325.0      113.0      DL   \n",
+       "266328  2013      7   17    2102.0       61.0    2337.0       43.0      B6   \n",
+       "266330  2013      7   17    2105.0       90.0    2251.0       91.0      MQ   \n",
+       "266337  2013      7   17    2118.0      138.0      34.0      138.0      DL   \n",
+       "266342  2013      7   17    2125.0      210.0      11.0      171.0      AA   \n",
+       "266348  2013      7   17    2130.0      115.0    2307.0       85.0      9E   \n",
+       "266352  2013      7   17    2137.0       67.0    2238.0       27.0      EV   \n",
+       "266358  2013      7   17    2143.0      133.0      19.0      100.0      DL   \n",
+       "266364  2013      7   17    2158.0      138.0    2347.0      125.0      EV   \n",
+       "266365  2013      7   17    2207.0      132.0    2342.0      117.0      MQ   \n",
+       "266366  2013      7   17    2216.0      136.0      39.0      129.0      DL   \n",
+       "266369  2013      7   17    2221.0       86.0      29.0       65.0      EV   \n",
+       "266374  2013      7   17    2243.0      103.0      23.0       93.0      MQ   \n",
+       "266376  2013      7   17    2252.0      132.0      28.0      113.0      MQ   \n",
+       "266377  2013      7   17    2258.0       68.0     110.0       10.0      AA   \n",
+       "266379  2013      7   17    2317.0      122.0     318.0      107.0      DL   \n",
+       "266380  2013      7   17    2319.0      120.0     156.0      122.0      B6   \n",
+       "266382  2013      7   17    2347.0       87.0      50.0       75.0      EV   \n",
+       "266383  2013      7   17    2350.0       65.0      53.0       49.0      B6   \n",
+       "266384  2013      7   17    2358.0       68.0     104.0       50.0      B6   \n",
+       "266385  2013      7   17    2400.0      138.0      54.0      115.0      EV   \n",
+       "266397  2013      7   18       9.0       64.0     117.0       64.0      B6   \n",
+       "266398  2013      7   18      12.0      312.0     310.0      270.0      DL   \n",
+       "266399  2013      7   18      30.0      105.0     150.0      107.0      B6   \n",
+       "266400  2013      7   18      42.0      187.0     237.0      149.0      B6   \n",
+       "266401  2013      7   18     234.0      155.0     611.0      151.0      B6   \n",
+       "266402  2013      7   18     310.0      191.0     647.0      183.0      B6   \n",
+       "266526  2013      7   18     731.0       61.0    1030.0       66.0      B6   \n",
+       "266624  2013      7   18     850.0      110.0    1056.0       86.0      DL   \n",
+       "266664  2013      7   18     935.0      103.0    1055.0      102.0      B6   \n",
+       "266708  2013      7   18    1025.0       92.0    1242.0       62.0      UA   \n",
+       "266726  2013      7   18    1045.0      105.0    1232.0       66.0      EV   \n",
+       "266733  2013      7   18    1056.0      116.0    1301.0      101.0      DL   \n",
+       "266738  2013      7   18    1058.0      113.0    1357.0       92.0      DL   \n",
+       "266749  2013      7   18    1113.0       73.0    1341.0       22.0      DL   \n",
+       "266770  2013      7   18    1142.0      202.0    1323.0      160.0      EV   \n",
+       "266800  2013      7   18    1216.0       61.0    1335.0       41.0      EV   \n",
+       "266817  2013      7   18    1240.0       61.0    1349.0       55.0      B6   \n",
+       "266839  2013      7   18    1302.0       87.0    1446.0       65.0      DL   \n",
+       "266864  2013      7   18    1339.0       69.0    1621.0       23.0      DL   \n",
+       "266879  2013      7   18    1359.0      110.0    1547.0       89.0      UA   \n",
+       "266909  2013      7   18    1443.0       65.0    1710.0       36.0      B6   \n",
+       "266923  2013      7   18    1454.0       84.0    1732.0       67.0      B6   \n",
+       "266928  2013      7   18    1456.0      101.0    1642.0      107.0      AA   \n",
+       "266970  2013      7   18    1539.0      111.0    1702.0      113.0      B6   \n",
+       "266983  2013      7   18    1549.0      154.0    1840.0      162.0      B6   \n",
+       "266990  2013      7   18    1554.0       74.0    1918.0       89.0      DL   \n",
+       "266996  2013      7   18    1557.0       72.0    1714.0       71.0      EV   \n",
+       "267000  2013      7   18    1600.0       67.0    1814.0       82.0      EV   \n",
+       "267011  2013      7   18    1605.0       71.0    1835.0       85.0      EV   \n",
+       "267012  2013      7   18    1606.0       81.0    1800.0      105.0      UA   \n",
+       "267013  2013      7   18    1607.0       72.0    1935.0       65.0      AA   \n",
+       "267028  2013      7   18    1627.0       74.0    1844.0       85.0      EV   \n",
+       "267043  2013      7   18    1642.0       77.0    1838.0       73.0      MQ   \n",
+       "267078  2013      7   18    1712.0       67.0    1902.0       90.0      YV   \n",
+       "267081  2013      7   18    1713.0       73.0    1921.0       66.0      MQ   \n",
+       "267086  2013      7   18    1718.0       79.0    1934.0       66.0      9E   \n",
+       "267090  2013      7   18    1723.0       83.0    2011.0       87.0      DL   \n",
+       "267121  2013      7   18    1749.0      164.0    2112.0      157.0      AA   \n",
+       "267122  2013      7   18    1752.0       97.0    1949.0       78.0      DL   \n",
+       "267123  2013      7   18    1756.0      133.0    2043.0       94.0      DL   \n",
+       "267129  2013      7   18    1759.0       69.0    1950.0       51.0      DL   \n",
+       "267132  2013      7   18    1800.0       77.0    2010.0       63.0      EV   \n",
+       "267139  2013      7   18    1809.0       64.0    1953.0       43.0      AA   \n",
+       "267141  2013      7   18    1813.0      138.0    2049.0      163.0      EV   \n",
+       "267144  2013      7   18    1818.0      118.0    2131.0      106.0      AA   \n",
+       "267145  2013      7   18    1818.0       67.0    2048.0        9.0      B6   \n",
+       "267157  2013      7   18    1829.0      119.0    2029.0      110.0      DL   \n",
+       "267172  2013      7   18    1841.0       76.0    2158.0       73.0      AA   \n",
+       "267173  2013      7   18    1842.0       72.0    2047.0       67.0      DL   \n",
+       "267187  2013      7   18    1907.0      117.0    2200.0      120.0      WN   \n",
+       "267191  2013      7   18    1910.0       95.0    2012.0       66.0      DL   \n",
+       "267192  2013      7   18    1910.0      130.0    2148.0      130.0      DL   \n",
+       "267193  2013      7   18    1910.0       65.0    2039.0       49.0      AA   \n",
+       "267201  2013      7   18    1922.0       65.0    2250.0      112.0      UA   \n",
+       "267203  2013      7   18    1924.0       84.0    2239.0      120.0      DL   \n",
+       "267209  2013      7   18    1940.0       75.0    2248.0       82.0      DL   \n",
+       "267210  2013      7   18    1940.0      105.0    2104.0      103.0      B6   \n",
+       "267222  2013      7   18    1951.0       82.0    2204.0       91.0      US   \n",
+       "267223  2013      7   18    1952.0       82.0    2208.0       73.0      WN   \n",
+       "267229  2013      7   18    2000.0       65.0    2235.0       19.0      B6   \n",
+       "267230  2013      7   18    2001.0      122.0    2252.0      106.0      DL   \n",
+       "267234  2013      7   18    2004.0       69.0    2201.0       71.0      MQ   \n",
+       "267238  2013      7   18    2009.0      154.0    2304.0      136.0      B6   \n",
+       "267242  2013      7   18    2012.0       72.0    2319.0      107.0      DL   \n",
+       "267244  2013      7   18    2017.0      107.0       6.0      146.0      B6   \n",
+       "267247  2013      7   18    2019.0       69.0    2327.0       81.0      UA   \n",
+       "267249  2013      7   18    2021.0      103.0    2150.0       93.0      B6   \n",
+       "267251  2013      7   18    2023.0      257.0    2312.0      243.0      B6   \n",
+       "267252  2013      7   18    2025.0       85.0    2127.0       75.0      US   \n",
+       "267254  2013      7   18    2028.0      118.0    2209.0       91.0      DL   \n",
+       "267255  2013      7   18    2028.0      123.0    2229.0      117.0      DL   \n",
+       "267260  2013      7   18    2033.0       87.0    2150.0       78.0      UA   \n",
+       "267262  2013      7   18    2035.0      194.0    2339.0      221.0      UA   \n",
+       "267266  2013      7   18    2040.0       70.0    2351.0       72.0      DL   \n",
+       "267268  2013      7   18    2041.0       61.0    2310.0       46.0      EV   \n",
+       "267269  2013      7   18    2043.0      189.0    2258.0      182.0      FL   \n",
+       "267270  2013      7   18    2043.0      148.0    2224.0      159.0      WN   \n",
+       "267273  2013      7   18    2049.0      134.0    2258.0      132.0      DL   \n",
+       "267282  2013      7   18    2102.0       72.0    2230.0       60.0      AA   \n",
+       "267283  2013      7   18    2103.0       93.0    2329.0       93.0      9E   \n",
+       "267284  2013      7   18    2106.0      111.0    2331.0      120.0      EV   \n",
+       "267285  2013      7   18    2107.0       97.0    2350.0       86.0      DL   \n",
+       "267291  2013      7   18    2112.0       72.0      14.0       59.0      AA   \n",
+       "267292  2013      7   18    2115.0       75.0    2345.0       61.0      UA   \n",
+       "267293  2013      7   18    2116.0      116.0    2234.0       94.0      AA   \n",
+       "267295  2013      7   18    2117.0       70.0     142.0      103.0      UA   \n",
+       "267299  2013      7   18    2122.0       82.0    2351.0       81.0      DL   \n",
+       "267301  2013      7   18    2123.0       83.0    2237.0       85.0      US   \n",
+       "267302  2013      7   18    2123.0      168.0    2254.0      164.0      MQ   \n",
+       "267303  2013      7   18    2125.0       86.0    2300.0       74.0      EV   \n",
+       "267309  2013      7   18    2131.0      396.0     116.0      371.0      AA   \n",
+       "267311  2013      7   18    2132.0       73.0      33.0       61.0      UA   \n",
+       "267313  2013      7   18    2134.0      155.0    2343.0      142.0      FL   \n",
+       "267316  2013      7   18    2138.0      163.0    2325.0      146.0      US   \n",
+       "267319  2013      7   18    2141.0       71.0    2309.0       67.0      FL   \n",
+       "267323  2013      7   18    2145.0      149.0       7.0      113.0      B6   \n",
+       "267326  2013      7   18    2149.0       69.0    2341.0       66.0      MQ   \n",
+       "267327  2013      7   18    2151.0      139.0      35.0      127.0      B6   \n",
+       "267328  2013      7   18    2153.0      113.0    2303.0       98.0      US   \n",
+       "267329  2013      7   18    2158.0       69.0      44.0       56.0      B6   \n",
+       "267332  2013      7   18    2204.0       94.0    2317.0       81.0      9E   \n",
+       "267333  2013      7   18    2205.0       80.0    2340.0      101.0      B6   \n",
+       "267336  2013      7   18    2213.0       68.0    2337.0       67.0      MQ   \n",
+       "267337  2013      7   18    2215.0      136.0    2350.0      130.0      DL   \n",
+       "267338  2013      7   18    2215.0      195.0      19.0      156.0      DL   \n",
+       "267339  2013      7   18    2216.0       61.0      25.0       36.0      DL   \n",
+       "267340  2013      7   18    2218.0      108.0      11.0       86.0      9E   \n",
+       "267341  2013      7   18    2219.0      189.0    2347.0      171.0      EV   \n",
+       "267342  2013      7   18    2220.0      110.0    2339.0      100.0      B6   \n",
+       "267344  2013      7   18    2221.0       80.0     226.0       86.0      B6   \n",
+       "267345  2013      7   18    2222.0      172.0     127.0      159.0      B6   \n",
+       "267346  2013      7   18    2223.0       83.0    2327.0       52.0      AA   \n",
+       "267347  2013      7   18    2225.0      175.0      59.0      147.0      DL   \n",
+       "267349  2013      7   18    2229.0      119.0      16.0      125.0      EV   \n",
+       "267351  2013      7   18    2230.0      150.0    2336.0      120.0      UA   \n",
+       "267352  2013      7   18    2239.0       99.0    2335.0       83.0      US   \n",
+       "267353  2013      7   18    2243.0      108.0    2342.0       72.0      WN   \n",
+       "267355  2013      7   18    2253.0      203.0      29.0      204.0      EV   \n",
+       "267356  2013      7   18    2253.0      168.0      30.0      161.0      B6   \n",
+       "267357  2013      7   18    2254.0      195.0     106.0      152.0      UA   \n",
+       "267359  2013      7   18    2302.0      212.0       7.0      196.0      EV   \n",
+       "267362  2013      7   18    2311.0      102.0       6.0       76.0      EV   \n",
+       "267363  2013      7   18    2312.0       97.0     211.0      101.0      B6   \n",
+       "267364  2013      7   18    2313.0      108.0     129.0       95.0      B6   \n",
+       "267365  2013      7   18    2313.0       93.0      32.0       82.0      MQ   \n",
+       "267366  2013      7   18    2314.0       79.0      19.0       50.0      EV   \n",
+       "267367  2013      7   18    2314.0       79.0     210.0       87.0      B6   \n",
+       "267368  2013      7   18    2324.0      125.0     132.0       98.0      B6   \n",
+       "267369  2013      7   18    2329.0       99.0     203.0       63.0      AA   \n",
+       "267371  2013      7   18    2349.0      204.0     225.0      184.0      B6   \n",
+       "267373  2013      7   18    2354.0       89.0     103.0       93.0      EV   \n",
+       "267374  2013      7   18    2356.0       96.0      58.0       83.0      EV   \n",
+       "267400  2013      7   19      24.0      284.0     201.0      251.0      EV   \n",
+       "267402  2013      7   19      30.0      220.0     407.0      205.0      UA   \n",
+       "267403  2013      7   19      37.0      162.0     303.0      140.0      B6   \n",
+       "267405  2013      7   19     108.0      219.0     319.0      233.0      EV   \n",
+       "267406  2013      7   19     150.0      245.0     249.0      213.0      DL   \n",
+       "267407  2013      7   19     228.0      149.0     619.0      155.0      B6   \n",
+       "267408  2013      7   19     245.0      405.0     505.0      355.0      DL   \n",
+       "267546  2013      7   19     741.0       68.0    1023.0       55.0      UA   \n",
+       "267593  2013      7   19     816.0       61.0    1010.0       35.0      UA   \n",
+       "267653  2013      7   19     906.0       66.0    1058.0       39.0      9E   \n",
+       "267666  2013      7   19     924.0      114.0    1154.0      104.0      B6   \n",
+       "267676  2013      7   19     933.0      133.0    1155.0      145.0      UA   \n",
+       "267724  2013      7   19    1026.0       86.0    1423.0       78.0      AA   \n",
+       "267737  2013      7   19    1040.0      158.0    1149.0      139.0      EV   \n",
+       "267774  2013      7   19    1131.0       77.0    1329.0       62.0      EV   \n",
+       "267776  2013      7   19    1137.0      117.0    1247.0      116.0      9E   \n",
+       "267784  2013      7   19    1147.0       94.0    1615.0        NaN      UA   \n",
+       "267844  2013      7   19    1258.0      273.0    1542.0      277.0      AA   \n",
+       "267867  2013      7   19    1326.0      266.0    1437.0      252.0      UA   \n",
+       "267874  2013      7   19    1338.0       99.0    1443.0       89.0      9E   \n",
+       "267878  2013      7   19    1342.0      102.0    1645.0      110.0      DL   \n",
+       "267897  2013      7   19    1405.0       66.0    1705.0       70.0      B6   \n",
+       "267910  2013      7   19    1424.0       99.0    1522.0       78.0      EV   \n",
+       "267926  2013      7   19    1446.0       91.0    1539.0       73.0      EV   \n",
+       "267980  2013      7   19    1526.0      131.0    1807.0      129.0      B6   \n",
+       "267990  2013      7   19    1535.0      125.0    1847.0      142.0      B6   \n",
+       "267992  2013      7   19    1537.0      217.0    1902.0      235.0      UA   \n",
+       "267996  2013      7   19    1541.0       71.0    1903.0       98.0      B6   \n",
+       "268000  2013      7   19    1546.0       61.0    1724.0       81.0      EV   \n",
+       "268004  2013      7   19    1551.0       81.0    1739.0       71.0      EV   \n",
+       "268005  2013      7   19    1552.0      122.0    1827.0      125.0      UA   \n",
+       "268018  2013      7   19    1559.0      108.0    1858.0      116.0      B6   \n",
+       "268048  2013      7   19    1631.0       71.0    1855.0       74.0      EV   \n",
+       "268060  2013      7   19    1646.0       63.0    1942.0       33.0      DL   \n",
+       "268062  2013      7   19    1649.0       64.0    1933.0       33.0      AA   \n",
+       "268067  2013      7   19    1654.0       64.0    1851.0       59.0      EV   \n",
+       "268075  2013      7   19    1659.0       67.0    1932.0       52.0      UA   \n",
+       "268077  2013      7   19    1701.0       86.0    2004.0       74.0      B6   \n",
+       "268084  2013      7   19    1704.0       65.0    1906.0       52.0      EV   \n",
+       "268117  2013      7   19    1734.0       77.0    1938.0       87.0      EV   \n",
+       "268124  2013      7   19    1740.0      101.0    1920.0      101.0      EV   \n",
+       "268127  2013      7   19    1745.0       64.0    2012.0       59.0      EV   \n",
+       "268147  2013      7   19    1805.0       66.0    2030.0       85.0      9E   \n",
+       "268150  2013      7   19    1807.0      121.0    2118.0      129.0      B6   \n",
+       "268159  2013      7   19    1814.0      114.0    2104.0      122.0      DL   \n",
+       "268167  2013      7   19    1821.0      117.0    2006.0      110.0      EV   \n",
+       "268173  2013      7   19    1824.0       79.0    2004.0       53.0      US   \n",
+       "268176  2013      7   19    1825.0       79.0    2249.0       98.0      B6   \n",
+       "268182  2013      7   19    1828.0       89.0    2041.0      138.0      EV   \n",
+       "268183  2013      7   19    1829.0       81.0    1958.0       81.0      EV   \n",
+       "268184  2013      7   19    1829.0      204.0    2135.0      180.0      AA   \n",
+       "268187  2013      7   19    1832.0       67.0    2018.0       88.0      EV   \n",
+       "268209  2013      7   19    1858.0       84.0    2112.0       76.0      FL   \n",
+       "268221  2013      7   19    1914.0       79.0    2145.0       60.0      AA   \n",
+       "268223  2013      7   19    1915.0      127.0    2135.0      167.0      EV   \n",
+       "268225  2013      7   19    1915.0      125.0    2146.0      106.0      WN   \n",
+       "268229  2013      7   19    1917.0       77.0    2058.0       72.0      UA   \n",
+       "268235  2013      7   19    1925.0      255.0    2052.0      249.0      UA   \n",
+       "268244  2013      7   19    1939.0       69.0    2048.0       53.0      MQ   \n",
+       "268246  2013      7   19    1939.0       82.0    2225.0       87.0      UA   \n",
+       "268248  2013      7   19    1941.0      241.0       NaN        NaN      MQ   \n",
+       "268254  2013      7   19    1947.0      197.0    2307.0      202.0      B6   \n",
+       "268264  2013      7   19    2003.0      148.0    2343.0      175.0      B6   \n",
+       "268265  2013      7   19    2003.0       68.0    2150.0       51.0      US   \n",
+       "268266  2013      7   19    2004.0       89.0    2211.0       85.0      DL   \n",
+       "268268  2013      7   19    2005.0       68.0    2326.0      134.0      9E   \n",
+       "268271  2013      7   19    2015.0       65.0    2331.0       53.0      DL   \n",
+       "268273  2013      7   19    2018.0       68.0    2312.0       66.0      UA   \n",
+       "268275  2013      7   19    2021.0       75.0    2124.0       52.0      UA   \n",
+       "268278  2013      7   19    2028.0      163.0    2150.0      145.0      MQ   \n",
+       "268279  2013      7   19    2029.0       64.0    2236.0       40.0      EV   \n",
+       "268281  2013      7   19    2034.0       95.0    2258.0       97.0      FL   \n",
+       "268282  2013      7   19    2034.0      124.0    2247.0      152.0      AA   \n",
+       "268288  2013      7   19    2042.0       63.0    2306.0       32.0      UA   \n",
+       "268289  2013      7   19    2044.0       74.0       NaN        NaN      EV   \n",
+       "268290  2013      7   19    2046.0      131.0    2234.0      144.0      MQ   \n",
+       "268291  2013      7   19    2047.0       72.0    2240.0       80.0      MQ   \n",
+       "268293  2013      7   19    2050.0       80.0    2219.0       67.0      9E   \n",
+       "268295  2013      7   19    2053.0       88.0    2337.0       54.0      DL   \n",
+       "268299  2013      7   19    2056.0       86.0    2347.0       68.0      DL   \n",
+       "268301  2013      7   19    2057.0       82.0    2250.0       75.0      EV   \n",
+       "268306  2013      7   19    2101.0       61.0    2330.0       24.0      UA   \n",
+       "268314  2013      7   19    2111.0       71.0    2322.0      101.0      DL   \n",
+       "268315  2013      7   19    2113.0       69.0       4.0       75.0      UA   \n",
+       "268319  2013      7   19    2117.0       77.0    2258.0       78.0      MQ   \n",
+       "268320  2013      7   19    2122.0       82.0      11.0       87.0      EV   \n",
+       "268324  2013      7   19    2129.0       88.0       1.0       67.0      B6   \n",
+       "268327  2013      7   19    2136.0       96.0    2250.0       98.0      US   \n",
+       "268328  2013      7   19    2137.0       68.0    2349.0       61.0      EV   \n",
+       "268329  2013      7   19    2137.0      127.0    2336.0      100.0      9E   \n",
+       "268336  2013      7   19    2146.0      106.0       9.0      104.0      MQ   \n",
+       "268341  2013      7   19    2154.0      124.0      12.0      117.0      EV   \n",
+       "268342  2013      7   19    2155.0       85.0    2318.0       67.0      9E   \n",
+       "268343  2013      7   19    2158.0      138.0      33.0      171.0      EV   \n",
+       "268344  2013      7   19    2159.0      120.0    2350.0      124.0      EV   \n",
+       "268347  2013      7   19    2204.0      214.0      27.0      212.0      WN   \n",
+       "268348  2013      7   19    2205.0       95.0    2311.0       75.0      9E   \n",
+       "268349  2013      7   19    2207.0       68.0    2344.0       55.0      EV   \n",
+       "268351  2013      7   19    2215.0      194.0    2348.0      204.0      EV   \n",
+       "268353  2013      7   19    2216.0       68.0     113.0       74.0      UA   \n",
+       "268358  2013      7   19    2230.0       64.0     113.0       58.0      UA   \n",
+       "268359  2013      7   19    2233.0       64.0      48.0       59.0      EV   \n",
+       "268360  2013      7   19    2234.0      129.0     124.0      123.0      B6   \n",
+       "268361  2013      7   19    2238.0      128.0    2353.0      111.0      FL   \n",
+       "268362  2013      7   19    2240.0      130.0    2353.0      107.0      9E   \n",
+       "268363  2013      7   19    2243.0      118.0    2357.0      118.0      B6   \n",
+       "268364  2013      7   19    2246.0       77.0      10.0       67.0      EV   \n",
+       "268367  2013      7   19    2254.0       74.0      17.0       67.0      MQ   \n",
+       "268368  2013      7   19    2300.0      230.0       7.0      191.0      EV   \n",
+       "268370  2013      7   19    2310.0      145.0     119.0      131.0      9E   \n",
+       "268372  2013      7   19    2315.0      100.0     128.0       80.0      B6   \n",
+       "268374  2013      7   19    2320.0      230.0      38.0      229.0      EV   \n",
+       "268375  2013      7   19    2324.0      143.0     316.0      136.0      B6   \n",
+       "268377  2013      7   19    2328.0      102.0     203.0       93.0      B6   \n",
+       "268378  2013      7   19    2328.0      113.0     224.0      114.0      B6   \n",
+       "268379  2013      7   19    2333.0      183.0      46.0      164.0      9E   \n",
+       "268381  2013      7   19    2337.0      189.0     131.0      164.0      B6   \n",
+       "268383  2013      7   19    2354.0       69.0     119.0       80.0      B6   \n",
+       "268401  2013      7   20     121.0       82.0     506.0       82.0      B6   \n",
+       "268534  2013      7   20     800.0       61.0    1118.0      129.0      EV   \n",
+       "268567  2013      7   20     831.0       71.0    1058.0       60.0      UA   \n",
+       "268605  2013      7   20     911.0       71.0    1042.0       64.0      B6   \n",
+       "268615  2013      7   20     921.0       63.0    1105.0       51.0      EV   \n",
+       "268626  2013      7   20     937.0       68.0    1114.0       67.0      9E   \n",
+       "268665  2013      7   20    1031.0       71.0    1247.0       37.0      AA   \n",
+       "268668  2013      7   20    1034.0       64.0    1242.0       44.0      EV   \n",
+       "268672  2013      7   20    1043.0      103.0    1319.0       82.0      DL   \n",
+       "268681  2013      7   20    1053.0       83.0    1251.0       59.0      EV   \n",
+       "268684  2013      7   20    1055.0       65.0    1302.0       57.0      MQ   \n",
+       "268704  2013      7   20    1128.0       89.0    1230.0       76.0      EV   \n",
+       "268705  2013      7   20    1128.0       88.0    1237.0       67.0      EV   \n",
+       "268714  2013      7   20    1145.0      155.0    1348.0      162.0      EV   \n",
+       "268765  2013      7   20    1257.0       87.0    1401.0       65.0      EV   \n",
+       "268793  2013      7   20    1335.0       65.0    1647.0       52.0      DL   \n",
+       "268861  2013      7   20    1501.0       96.0    1634.0       94.0      MQ   \n",
+       "268881  2013      7   20    1525.0       70.0    1642.0       68.0      EV   \n",
+       "268894  2013      7   20    1541.0      226.0    1704.0      234.0      MQ   \n",
+       "268927  2013      7   20    1623.0       88.0    1827.0      102.0      MQ   \n",
+       "268945  2013      7   20    1644.0      114.0    1745.0       73.0      9E   \n",
+       "268955  2013      7   20    1655.0       75.0    1814.0       64.0      MQ   \n",
+       "268971  2013      7   20    1708.0       63.0    2018.0       57.0      DL   \n",
+       "268998  2013      7   20    1732.0       92.0    1941.0       86.0      MQ   \n",
+       "269003  2013      7   20    1739.0      114.0    1919.0       99.0      MQ   \n",
+       "269020  2013      7   20    1758.0      138.0    2105.0      195.0      WN   \n",
+       "269027  2013      7   20    1813.0      178.0    2050.0      154.0      DL   \n",
+       "269030  2013      7   20    1819.0       74.0    2022.0      106.0      EV   \n",
+       "269032  2013      7   20    1820.0      141.0    2211.0      179.0      UA   \n",
+       "269042  2013      7   20    1828.0      128.0    2152.0      176.0      DL   \n",
+       "269050  2013      7   20    1840.0       95.0    1958.0       63.0      AA   \n",
+       "269054  2013      7   20    1846.0      236.0    2021.0      209.0      US   \n",
+       "269056  2013      7   20    1850.0      110.0    2134.0      117.0      DL   \n",
+       "269067  2013      7   20    1907.0      112.0    2315.0      155.0      UA   \n",
+       "269074  2013      7   20    1917.0       67.0    2058.0       83.0      WN   \n",
+       "269080  2013      7   20    1926.0       86.0    2209.0       91.0      DL   \n",
+       "269085  2013      7   20    1930.0      220.0    2204.0      257.0      9E   \n",
+       "269093  2013      7   20    1938.0       93.0    2236.0      121.0      DL   \n",
+       "269094  2013      7   20    1938.0      129.0    2251.0      131.0      UA   \n",
+       "269095  2013      7   20    1939.0      114.0    2120.0      115.0      MQ   \n",
+       "269096  2013      7   20    1940.0       64.0    2118.0       51.0      UA   \n",
+       "269102  2013      7   20    1952.0      233.0    2350.0      324.0      9E   \n",
+       "269110  2013      7   20    2004.0      109.0    2257.0      133.0      DL   \n",
+       "269117  2013      7   20    2010.0      101.0    2234.0       59.0      UA   \n",
+       "269119  2013      7   20    2015.0      142.0    2226.0      131.0      FL   \n",
+       "269127  2013      7   20    2026.0       87.0    2340.0       71.0      UA   \n",
+       "269129  2013      7   20    2030.0      105.0    2252.0       97.0      DL   \n",
+       "269133  2013      7   20    2045.0       85.0    2201.0       61.0      AA   \n",
+       "269134  2013      7   20    2045.0       80.0      27.0      120.0      UA   \n",
+       "269136  2013      7   20    2052.0      137.0    2211.0      121.0      MQ   \n",
+       "269138  2013      7   20    2055.0       80.0    2327.0       67.0      9E   \n",
+       "269141  2013      7   20    2100.0       84.0      18.0       91.0      UA   \n",
+       "269145  2013      7   20    2106.0      114.0    2213.0       95.0      UA   \n",
+       "269147  2013      7   20    2109.0      159.0    2236.0      131.0      EV   \n",
+       "269150  2013      7   20    2111.0      111.0    2259.0      134.0      AA   \n",
+       "269154  2013      7   20    2118.0      138.0    2330.0      119.0      DL   \n",
+       "269155  2013      7   20    2119.0       79.0    2237.0       57.0      MQ   \n",
+       "269162  2013      7   20    2132.0      157.0    2336.0      139.0      FL   \n",
+       "269166  2013      7   20    2138.0      103.0    2309.0       84.0      MQ   \n",
+       "269170  2013      7   20    2145.0      130.0    2320.0      120.0      MQ   \n",
+       "269175  2013      7   20    2154.0      210.0     156.0      267.0      B6   \n",
+       "269178  2013      7   20    2159.0       90.0    2302.0       67.0      UA   \n",
+       "269187  2013      7   20    2258.0       88.0     150.0      111.0      B6   \n",
+       "269190  2013      7   20    2324.0      175.0     149.0      152.0      UA   \n",
+       "269210  2013      7   21      15.0      170.0     211.0      137.0      B6   \n",
+       "269211  2013      7   21      20.0      181.0     234.0      160.0      B6   \n",
+       "269212  2013      7   21      27.0      191.0     201.0      157.0      EV   \n",
+       "269213  2013      7   21      45.0      345.0     249.0      317.0      DL   \n",
+       "269424  2013      7   21     927.0       72.0    1025.0       55.0      MQ   \n",
+       "269462  2013      7   21    1020.0       70.0    1157.0       49.0      EV   \n",
+       "269488  2013      7   21    1052.0       62.0       NaN        NaN      MQ   \n",
+       "269551  2013      7   21    1217.0       77.0    1436.0       64.0      DL   \n",
+       "269568  2013      7   21    1241.0      251.0    1358.0      228.0      9E   \n",
+       "269619  2013      7   21    1342.0       72.0    1506.0       65.0      9E   \n",
+       "269631  2013      7   21    1353.0       63.0    1545.0       80.0      MQ   \n",
+       "269700  2013      7   21    1510.0      195.0    1615.0      172.0      EV   \n",
+       "269727  2013      7   21    1534.0       65.0    1914.0      135.0      MQ   \n",
+       "269733  2013      7   21    1536.0      216.0    1714.0      209.0      MQ   \n",
+       "269746  2013      7   21    1548.0       68.0    2058.0        NaN      EV   \n",
+       "269754  2013      7   21    1555.0      580.0    1955.0      645.0      AA   \n",
+       "269764  2013      7   21    1600.0       65.0    1825.0      100.0      MQ   \n",
+       "269797  2013      7   21    1636.0       76.0    1817.0       92.0      EV   \n",
+       "269815  2013      7   21    1658.0       68.0    1913.0       68.0      WN   \n",
+       "269840  2013      7   21    1718.0      183.0    1916.0      222.0      EV   \n",
+       "269859  2013      7   21    1741.0       66.0    2007.0      111.0      EV   \n",
+       "269862  2013      7   21    1743.0      172.0    2102.0      192.0      UA   \n",
+       "269867  2013      7   21    1750.0       81.0    2124.0      117.0      B6   \n",
+       "269869  2013      7   21    1752.0      132.0    2111.0      133.0      UA   \n",
+       "269888  2013      7   21    1813.0       68.0    2056.0      105.0      US   \n",
+       "269897  2013      7   21    1821.0      114.0    2018.0      125.0      EV   \n",
+       "269901  2013      7   21    1824.0      140.0    1957.0      129.0      EV   \n",
+       "269904  2013      7   21    1826.0      126.0    2219.0      154.0      AA   \n",
+       "269913  2013      7   21    1838.0       64.0    2103.0       67.0      FL   \n",
+       "269917  2013      7   21    1840.0       85.0    2059.0       90.0      EV   \n",
+       "269922  2013      7   21    1844.0       75.0    2052.0       76.0      EV   \n",
+       "269926  2013      7   21    1851.0      101.0    2138.0      126.0      UA   \n",
+       "269927  2013      7   21    1854.0      164.0    2043.0      153.0      EV   \n",
+       "269933  2013      7   21    1900.0       85.0    2242.0       94.0      DL   \n",
+       "269941  2013      7   21    1910.0      155.0    2020.0      130.0      EV   \n",
+       "269942  2013      7   21    1910.0      100.0    2214.0      117.0      UA   \n",
+       "269953  2013      7   21    1928.0      178.0    2123.0      161.0      DL   \n",
+       "269960  2013      7   21    1932.0       62.0    2145.0       50.0      WN   \n",
+       "269967  2013      7   21    1938.0      123.0    2318.0      150.0      B6   \n",
+       "269973  2013      7   21    1947.0       82.0    2150.0       64.0      9E   \n",
+       "269986  2013      7   21    1959.0      154.0    2327.0      162.0      AA   \n",
+       "269989  2013      7   21    2005.0      185.0    2146.0      181.0      MQ   \n",
+       "269993  2013      7   21    2016.0      141.0    2258.0      133.0      AA   \n",
+       "269995  2013      7   21    2020.0      125.0    2246.0      120.0      DL   \n",
+       "270004  2013      7   21    2031.0       76.0      14.0      104.0      AA   \n",
+       "270005  2013      7   21    2037.0       97.0    2146.0       90.0      US   \n",
+       "270006  2013      7   21    2038.0      133.0    2341.0      135.0      DL   \n",
+       "270008  2013      7   21    2039.0       99.0    2332.0       82.0      DL   \n",
+       "270009  2013      7   21    2041.0      156.0    2310.0      150.0      DL   \n",
+       "270010  2013      7   21    2041.0       76.0    2358.0       75.0      DL   \n",
+       "270014  2013      7   21    2045.0       75.0    2245.0       49.0      9E   \n",
+       "270016  2013      7   21    2047.0      167.0    2147.0      152.0      US   \n",
+       "270021  2013      7   21    2054.0      109.0    2345.0       99.0      UA   \n",
+       "270022  2013      7   21    2055.0       95.0    2204.0       79.0      AA   \n",
+       "270025  2013      7   21    2058.0      143.0    2249.0      159.0      MQ   \n",
+       "270030  2013      7   21    2102.0       92.0    2322.0       67.0      DL   \n",
+       "270032  2013      7   21    2104.0       89.0    2236.0       76.0      MQ   \n",
+       "270034  2013      7   21    2106.0      186.0    2329.0      170.0      DL   \n",
+       "270035  2013      7   21    2109.0      119.0    2237.0      101.0      EV   \n",
+       "270036  2013      7   21    2110.0       70.0    2217.0       52.0      US   \n",
+       "270037  2013      7   21    2110.0       75.0    2253.0       68.0      MQ   \n",
+       "270040  2013      7   21    2112.0       97.0    2254.0       72.0      9E   \n",
+       "270044  2013      7   21    2121.0       81.0    2334.0       69.0      MQ   \n",
+       "270051  2013      7   21    2129.0      144.0    2320.0      132.0      9E   \n",
+       "270053  2013      7   21    2131.0       86.0       3.0       89.0      EV   \n",
+       "270054  2013      7   21    2132.0       92.0      10.0       60.0      DL   \n",
+       "270055  2013      7   21    2134.0      184.0      13.0      153.0      B6   \n",
+       "270061  2013      7   21    2142.0      182.0      20.0      146.0      UA   \n",
+       "270064  2013      7   21    2146.0       66.0    2332.0       57.0      MQ   \n",
+       "270065  2013      7   21    2146.0      106.0       9.0       85.0      UA   \n",
+       "270068  2013      7   21    2150.0      140.0      24.0      120.0      DL   \n",
+       "270069  2013      7   21    2150.0      140.0      31.0      119.0      DL   \n",
+       "270071  2013      7   21    2154.0      179.0    2343.0      164.0      US   \n",
+       "270073  2013      7   21    2156.0       95.0    2321.0       81.0      UA   \n",
+       "270074  2013      7   21    2157.0      122.0    2333.0      108.0      MQ   \n",
+       "270075  2013      7   21    2202.0      212.0    2344.0      186.0      DL   \n",
+       "270076  2013      7   21    2202.0      132.0       5.0      110.0      DL   \n",
+       "270077  2013      7   21    2202.0       61.0     159.0       59.0      B6   \n",
+       "270078  2013      7   21    2203.0      203.0       1.0      206.0      EV   \n",
+       "270079  2013      7   21    2204.0      129.0    2300.0      104.0      EV   \n",
+       "270081  2013      7   21    2211.0      161.0      23.0      142.0      EV   \n",
+       "270083  2013      7   21    2214.0      164.0    2337.0      168.0      EV   \n",
+       "270085  2013      7   21    2227.0       88.0      43.0       81.0      DL   \n",
+       "270086  2013      7   21    2228.0      192.0     103.0      169.0      B6   \n",
+       "270087  2013      7   21    2231.0      121.0    2332.0       96.0      9E   \n",
+       "270093  2013      7   21    2238.0      290.0     117.0      282.0      B6   \n",
+       "270094  2013      7   21    2239.0      159.0      49.0      139.0      DL   \n",
+       "270095  2013      7   21    2239.0       70.0    2339.0       50.0      EV   \n",
+       "270098  2013      7   21    2244.0      107.0     111.0       72.0      UA   \n",
+       "270099  2013      7   21    2245.0      111.0      31.0       93.0      EV   \n",
+       "270101  2013      7   21    2250.0       70.0      11.0       71.0      MQ   \n",
+       "270102  2013      7   21    2253.0       83.0       3.0       78.0      MQ   \n",
+       "270103  2013      7   21    2254.0      123.0     154.0      116.0      B6   \n",
+       "270104  2013      7   21    2307.0       97.0     130.0       91.0      B6   \n",
+       "270107  2013      7   21    2319.0      141.0     148.0      116.0      UA   \n",
+       "270108  2013      7   21    2324.0      144.0     203.0      111.0      DL   \n",
+       "270109  2013      7   21    2324.0      174.0      42.0      160.0      FL   \n",
+       "270110  2013      7   21    2325.0      175.0      47.0      165.0      9E   \n",
+       "270111  2013      7   21    2326.0      111.0     133.0       85.0      B6   \n",
+       "270112  2013      7   21    2331.0      136.0     153.0      124.0      DL   \n",
+       "270113  2013      7   21    2331.0       96.0     210.0       87.0      B6   \n",
+       "270115  2013      7   21    2340.0      105.0      41.0       72.0      EV   \n",
+       "270116  2013      7   21    2353.0       68.0     101.0       62.0      B6   \n",
+       "270117  2013      7   21    2356.0       96.0      59.0       84.0      EV   \n",
+       "270139  2013      7   22       3.0      261.0     129.0      269.0      EV   \n",
+       "270140  2013      7   22       7.0      158.0     125.0      155.0      EV   \n",
+       "270141  2013      7   22       7.0       82.0     338.0      123.0      B6   \n",
+       "270142  2013      7   22      18.0      201.0     255.0      176.0      UA   \n",
+       "270143  2013      7   22      19.0      229.0     139.0      224.0      WN   \n",
+       "270145  2013      7   22      22.0      208.0     311.0      197.0      UA   \n",
+       "270146  2013      7   22      27.0       97.0     222.0      128.0      B6   \n",
+       "270147  2013      7   22      27.0      116.0     441.0      135.0      B6   \n",
+       "270148  2013      7   22      36.0      111.0     219.0      136.0      B6   \n",
+       "270149  2013      7   22      41.0      483.0     154.0      463.0      EV   \n",
+       "270150  2013      7   22      44.0      195.0     154.0      182.0      EV   \n",
+       "270151  2013      7   22      50.0      380.0     242.0      364.0      DL   \n",
+       "270152  2013      7   22     101.0      191.0     427.0      207.0      AA   \n",
+       "270153  2013      7   22     104.0      365.0     305.0      344.0      FL   \n",
+       "270154  2013      7   22     125.0       86.0     520.0      100.0      B6   \n",
+       "270155  2013      7   22     149.0      294.0     404.0      280.0      EV   \n",
+       "270156  2013      7   22     154.0      115.0     526.0      102.0      B6   \n",
+       "270157  2013      7   22     214.0      209.0     327.0      206.0      B6   \n",
+       "270158  2013      7   22     232.0      227.0     333.0      209.0      B6   \n",
+       "270263  2013      7   22     705.0       65.0     845.0       54.0      EV   \n",
+       "270367  2013      7   22     835.0       95.0    1111.0      101.0      DL   \n",
+       "270376  2013      7   22     845.0     1005.0    1044.0      989.0      MQ   \n",
+       "270450  2013      7   22    1008.0       92.0    1109.0       80.0      B6   \n",
+       "270453  2013      7   22    1011.0      106.0    1258.0      101.0      UA   \n",
+       "270458  2013      7   22    1017.0      112.0    1207.0      110.0      US   \n",
+       "270558  2013      7   22    1231.0       96.0    1629.0      104.0      B6   \n",
+       "270581  2013      7   22    1256.0      136.0    1552.0      192.0      EV   \n",
+       "270588  2013      7   22    1303.0       68.0    1532.0       38.0      DL   \n",
+       "270589  2013      7   22    1303.0      175.0    1533.0      198.0      DL   \n",
+       "270591  2013      7   22    1306.0       66.0    1423.0       66.0      DL   \n",
+       "270616  2013      7   22    1340.0      335.0    1514.0      324.0      9E   \n",
+       "270630  2013      7   22    1351.0      171.0    1515.0      185.0      MQ   \n",
+       "270631  2013      7   22    1353.0       73.0    1527.0       52.0      EV   \n",
+       "270639  2013      7   22    1404.0       74.0    1632.0      102.0      DL   \n",
+       "270654  2013      7   22    1438.0       73.0    1903.0       62.0      UA   \n",
+       "270658  2013      7   22    1441.0       86.0    1732.0       94.0      B6   \n",
+       "270666  2013      7   22    1449.0       79.0    1813.0       95.0      B6   \n",
+       "270683  2013      7   22    1458.0       85.0    1706.0       87.0      EV   \n",
+       "270702  2013      7   22    1518.0       78.0    1716.0      124.0      US   \n",
+       "270712  2013      7   22    1524.0      155.0    1902.0      201.0      UA   \n",
+       "270729  2013      7   22    1538.0      177.0    1839.0      201.0      B6   \n",
+       "270735  2013      7   22    1541.0       70.0    1822.0      137.0      EV   \n",
+       "270740  2013      7   22    1554.0       84.0    1819.0      111.0      EV   \n",
+       "270751  2013      7   22    1605.0      290.0    2036.0      406.0      B6   \n",
+       "270760  2013      7   22    1627.0       88.0    1941.0      124.0      DL   \n",
+       "270767  2013      7   22    1637.0      132.0    1847.0      173.0      B6   \n",
+       "270770  2013      7   22    1644.0       84.0    1947.0      126.0      EV   \n",
+       "270779  2013      7   22    1709.0       69.0    2128.0      164.0      DL   \n",
+       "270781  2013      7   22    1714.0      146.0    1937.0      140.0      EV   \n",
+       "270782  2013      7   22    1714.0       94.0    2017.0      187.0      MQ   \n",
+       "270788  2013      7   22    1731.0      231.0    2028.0      273.0      WN   \n",
+       "270795  2013      7   22    1744.0       80.0    1932.0       76.0      EV   \n",
+       "270797  2013      7   22    1751.0      105.0    2232.0      203.0      B6   \n",
+       "270799  2013      7   22    1756.0       75.0    2157.0      164.0      EV   \n",
+       "270801  2013      7   22    1758.0       63.0    2224.0      139.0      VX   \n",
+       "270802  2013      7   22    1759.0      129.0    2024.0      152.0      EV   \n",
+       "270803  2013      7   22    1759.0       83.0    1933.0       88.0      B6   \n",
+       "270804  2013      7   22    1759.0      108.0    2118.0      114.0      UA   \n",
+       "270805  2013      7   22    1801.0       86.0    2122.0      186.0      EV   \n",
+       "270810  2013      7   22    1808.0       69.0    2013.0      100.0      UA   \n",
+       "270812  2013      7   22    1810.0       71.0    2202.0      162.0      DL   \n",
+       "270813  2013      7   22    1811.0      146.0    2034.0      148.0      DL   \n",
+       "270815  2013      7   22    1812.0       62.0    2138.0      126.0      UA   \n",
+       "270816  2013      7   22    1814.0      119.0    2102.0      177.0      9E   \n",
+       "270818  2013      7   22    1819.0      170.0    2209.0      228.0      B6   \n",
+       "270819  2013      7   22    1821.0       76.0    2310.0      170.0      AA   \n",
+       "270820  2013      7   22    1823.0       73.0    2213.0      133.0      WN   \n",
+       "270822  2013      7   22    1828.0       83.0    2103.0      113.0      AA   \n",
+       "270824  2013      7   22    1828.0       88.0    2142.0      177.0      MQ   \n",
+       "270825  2013      7   22    1829.0       90.0       NaN        NaN      EV   \n",
+       "270826  2013      7   22    1829.0       68.0    2126.0       88.0      UA   \n",
+       "270827  2013      7   22    1831.0       96.0    2235.0      165.0      AA   \n",
+       "270831  2013      7   22    1833.0      243.0    2118.0      308.0      EV   \n",
+       "270833  2013      7   22    1839.0       74.0    2246.0      121.0      AA   \n",
+       "270836  2013      7   22    1845.0       70.0    2202.0       92.0      AA   \n",
+       "270838  2013      7   22    1847.0       72.0    2045.0       90.0      WN   \n",
+       "270839  2013      7   22    1848.0      113.0    2239.0      179.0      UA   \n",
+       "270843  2013      7   22    1857.0      232.0    2303.0      268.0      AA   \n",
+       "270844  2013      7   22    1858.0      209.0    2255.0      255.0      UA   \n",
+       "270845  2013      7   22    1859.0       89.0    2117.0      149.0      B6   \n",
+       "270847  2013      7   22    1900.0       95.0    2230.0      220.0      EV   \n",
+       "270850  2013      7   22    1915.0       80.0    2205.0      164.0      B6   \n",
+       "270851  2013      7   22    1916.0       76.0    2323.0      141.0      B6   \n",
+       "270852  2013      7   22    1918.0       78.0    2249.0      157.0      DL   \n",
+       "270854  2013      7   22    1918.0      109.0    2153.0      178.0      EV   \n",
+       "270856  2013      7   22    1920.0      201.0    2238.0      299.0      EV   \n",
+       "270857  2013      7   22    1925.0      132.0    2239.0      200.0      EV   \n",
+       "270858  2013      7   22    1925.0      130.0    2225.0      153.0      9E   \n",
+       "270859  2013      7   22    1926.0      147.0    2255.0      230.0      9E   \n",
+       "270862  2013      7   22    1932.0       70.0    2341.0      106.0      UA   \n",
+       "270864  2013      7   22    1933.0      303.0    2103.0      305.0      FL   \n",
+       "270865  2013      7   22    1939.0      130.0    2254.0      129.0      UA   \n",
+       "270866  2013      7   22    1944.0      239.0    2226.0      316.0      MQ   \n",
+       "270867  2013      7   22    1946.0      136.0    2120.0      100.0      DL   \n",
+       "270868  2013      7   22    1946.0      158.0    2209.0      212.0      EV   \n",
+       "270869  2013      7   22    1949.0      159.0    2326.0      171.0      UA   \n",
+       "270870  2013      7   22    1953.0       83.0    2343.0      123.0      B6   \n",
+       "270871  2013      7   22    1956.0      141.0    2057.0      111.0      DL   \n",
+       "270872  2013      7   22    1957.0       72.0    2359.0      164.0      DL   \n",
+       "270874  2013      7   22    1958.0      119.0    2356.0      178.0      UA   \n",
+       "270875  2013      7   22    2000.0       80.0    2324.0       95.0      UA   \n",
+       "270876  2013      7   22    2001.0      116.0    2307.0      147.0      DL   \n",
+       "270877  2013      7   22    2002.0      192.0    2152.0      173.0      DL   \n",
+       "270878  2013      7   22    2002.0       92.0    2355.0      120.0      UA   \n",
+       "270879  2013      7   22    2003.0      142.0    2322.0      165.0      UA   \n",
+       "270882  2013      7   22    2008.0      268.0    2150.0      249.0      US   \n",
+       "270885  2013      7   22    2011.0      106.0    2316.0      150.0      9E   \n",
+       "270886  2013      7   22    2011.0      180.0      56.0      257.0      B6   \n",
+       "270887  2013      7   22    2012.0      182.0       2.0      237.0      AA   \n",
+       "270888  2013      7   22    2017.0      107.0    2324.0      149.0      WN   \n",
+       "270889  2013      7   22    2018.0      275.0    2357.0      288.0      DL   \n",
+       "270890  2013      7   22    2018.0      163.0    2344.0      194.0      AA   \n",
+       "270891  2013      7   22    2018.0      229.0    2314.0      227.0      B6   \n",
+       "270892  2013      7   22    2022.0      197.0       NaN        NaN      UA   \n",
+       "270893  2013      7   22    2030.0      125.0       NaN        NaN      UA   \n",
+       "270894  2013      7   22    2033.0      193.0    2310.0      260.0      MQ   \n",
+       "270895  2013      7   22    2035.0      215.0    2311.0      191.0      AA   \n",
+       "270896  2013      7   22    2035.0      205.0    2149.0      173.0      UA   \n",
+       "270897  2013      7   22    2037.0      337.0    2206.0      344.0      US   \n",
+       "270898  2013      7   22    2040.0      235.0    2243.0      276.0      EV   \n",
+       "270900  2013      7   22    2045.0       75.0      30.0      102.0      B6   \n",
+       "270901  2013      7   22    2045.0      165.0    2243.0      193.0      WN   \n",
+       "270902  2013      7   22    2045.0      324.0    2253.0      315.0      UA   \n",
+       "270903  2013      7   22    2046.0      166.0    2308.0      149.0      DL   \n",
+       "270904  2013      7   22    2046.0      266.0    2358.0      253.0      AA   \n",
+       "270905  2013      7   22    2048.0      253.0    2306.0      273.0      EV   \n",
+       "270906  2013      7   22    2049.0      169.0     111.0      221.0      B6   \n",
+       "270907  2013      7   22    2049.0       82.0      12.0       87.0      UA   \n",
+       "270908  2013      7   22    2050.0      350.0    2204.0      317.0      UA   \n",
+       "270909  2013      7   22    2051.0       82.0    2347.0       95.0      DL   \n",
+       "270910  2013      7   22    2052.0      210.0    2304.0      246.0      B6   \n",
+       "270912  2013      7   22    2058.0      163.0      21.0      215.0      DL   \n",
+       "270913  2013      7   22    2100.0      125.0     113.0      177.0      B6   \n",
+       "270914  2013      7   22    2104.0      114.0     143.0      185.0      DL   \n",
+       "270915  2013      7   22    2104.0      209.0     106.0      258.0      B6   \n",
+       "270916  2013      7   22    2105.0      165.0      21.0      213.0      9E   \n",
+       "270918  2013      7   22    2107.0      192.0      27.0      187.0      AA   \n",
+       "270919  2013      7   22    2111.0      132.0      48.0      181.0      B6   \n",
+       "270920  2013      7   22    2114.0      119.0     124.0      174.0      AA   \n",
+       "270923  2013      7   22    2117.0      297.0      22.0      320.0      DL   \n",
+       "270924  2013      7   22    2119.0      320.0     116.0      354.0      DL   \n",
+       "270925  2013      7   22    2119.0       72.0     114.0       75.0      UA   \n",
+       "270926  2013      7   22    2124.0      314.0    2239.0      279.0      AA   \n",
+       "270927  2013      7   22    2124.0      255.0      29.0      275.0      B6   \n",
+       "270928  2013      7   22    2126.0      107.0      54.0      140.0      UA   \n",
+       "270929  2013      7   22    2128.0      268.0     100.0      337.0      9E   \n",
+       "270930  2013      7   22    2129.0      179.0    2324.0      224.0      MQ   \n",
+       "270931  2013      7   22    2130.0      250.0     121.0      349.0      EV   \n",
+       "270932  2013      7   22    2130.0      113.0      59.0      129.0      UA   \n",
+       "270933  2013      7   22    2134.0      122.0     117.0      169.0      B6   \n",
+       "270934  2013      7   22    2134.0      304.0     159.0      360.0      VX   \n",
+       "270935  2013      7   22    2136.0      150.0    2246.0      134.0      UA   \n",
+       "270936  2013      7   22    2138.0       98.0     109.0      122.0      UA   \n",
+       "270937  2013      7   22    2139.0      124.0     144.0      162.0      DL   \n",
+       "270938  2013      7   22    2139.0       69.0      14.0      135.0      B6   \n",
+       "270939  2013      7   22    2140.0      110.0      31.0      136.0      EV   \n",
+       "270940  2013      7   22    2142.0      146.0       NaN        NaN      B6   \n",
+       "270941  2013      7   22    2144.0      284.0      34.0      322.0      B6   \n",
+       "270942  2013      7   22    2145.0      190.0     144.0      229.0      AA   \n",
+       "270943  2013      7   22    2145.0       98.0     132.0      153.0      B6   \n",
+       "270945  2013      7   22    2152.0      107.0      24.0      155.0      B6   \n",
+       "270946  2013      7   22    2152.0      312.0       9.0      354.0      MQ   \n",
+       "270947  2013      7   22    2152.0       93.0     108.0       96.0      UA   \n",
+       "270948  2013      7   22    2153.0       92.0    2357.0      117.0      UA   \n",
+       "270949  2013      7   22    2155.0      211.0     231.0      302.0      B6   \n",
+       "270950  2013      7   22    2157.0      172.0      51.0      223.0      9E   \n",
+       "270952  2013      7   22    2158.0       93.0     206.0      162.0      UA   \n",
+       "270954  2013      7   22    2203.0       63.0     127.0       75.0      DL   \n",
+       "270955  2013      7   22    2205.0      225.0     133.0      232.0      DL   \n",
+       "270956  2013      7   22    2206.0      151.0     108.0      228.0      MQ   \n",
+       "270957  2013      7   22    2207.0       74.0     120.0       85.0      UA   \n",
+       "270958  2013      7   22    2210.0      170.0    2341.0      176.0      AA   \n",
+       "270959  2013      7   22    2210.0       62.0     141.0      102.0      UA   \n",
+       "270960  2013      7   22    2216.0      356.0     116.0      383.0      9E   \n",
+       "270961  2013      7   22    2217.0      142.0      21.0      156.0      MQ   \n",
+       "270962  2013      7   22    2218.0      158.0     127.0      217.0      EV   \n",
+       "270963  2013      7   22    2219.0      159.0     121.0      219.0      EV   \n",
+       "270964  2013      7   22    2219.0      114.0     152.0      151.0      B6   \n",
+       "270965  2013      7   22    2220.0       61.0     132.0       98.0      B6   \n",
+       "270966  2013      7   22    2220.0      260.0       6.0      244.0      UA   \n",
+       "270967  2013      7   22    2223.0      173.0      33.0      208.0      EV   \n",
+       "270969  2013      7   22    2225.0      225.0     121.0      252.0      9E   \n",
+       "270970  2013      7   22    2230.0       75.0     225.0      156.0      DL   \n",
+       "270971  2013      7   22    2237.0      187.0     144.0      185.0      DL   \n",
+       "270972  2013      7   22    2238.0      223.0     259.0      284.0      VX   \n",
+       "270973  2013      7   22    2239.0      224.0     142.0      217.0      VX   \n",
+       "270974  2013      7   22    2240.0      159.0     140.0      166.0      B6   \n",
+       "270975  2013      7   22    2242.0      192.0     102.0      253.0      EV   \n",
+       "270976  2013      7   22    2243.0      103.0     300.0      158.0      DL   \n",
+       "270977  2013      7   22    2243.0      104.0      33.0      128.0      UA   \n",
+       "270979  2013      7   22    2245.0      114.0     243.0      165.0      B6   \n",
+       "270980  2013      7   22    2247.0      292.0     220.0      306.0      UA   \n",
+       "270981  2013      7   22    2248.0       93.0     309.0       98.0      DL   \n",
+       "270982  2013      7   22    2251.0      171.0      54.0      205.0      B6   \n",
+       "270983  2013      7   22    2251.0       85.0     204.0      109.0      UA   \n",
+       "270984  2013      7   22    2254.0      100.0     219.0      141.0      UA   \n",
+       "270985  2013      7   22    2255.0      205.0     110.0      238.0      9E   \n",
+       "270987  2013      7   22    2257.0      898.0     121.0      895.0      DL   \n",
+       "270988  2013      7   22    2257.0       82.0     246.0      158.0      B6   \n",
+       "270989  2013      7   22    2258.0      149.0       NaN        NaN      UA   \n",
+       "270990  2013      7   22    2301.0      180.0     252.0      227.0      VX   \n",
+       "270991  2013      7   22    2303.0      213.0     149.0      197.0      DL   \n",
+       "270993  2013      7   22    2304.0      369.0     133.0      393.0      US   \n",
+       "270994  2013      7   22    2307.0      207.0     213.0      229.0      EV   \n",
+       "270995  2013      7   22    2310.0      160.0      44.0      158.0      9E   \n",
+       "270996  2013      7   22    2316.0       81.0     209.0       86.0      B6   \n",
+       "270997  2013      7   22    2322.0      242.0     130.0      247.0      EV   \n",
+       "270998  2013      7   22    2326.0      136.0     141.0      178.0      B6   \n",
+       "270999  2013      7   22    2328.0      149.0     305.0      173.0      UA   \n",
+       "271000  2013      7   22    2328.0      208.0     244.0      240.0      UA   \n",
+       "271001  2013      7   22    2333.0      238.0     123.0      221.0      9E   \n",
+       "271002  2013      7   22    2334.0      205.0     224.0      229.0      EV   \n",
+       "271003  2013      7   22    2336.0      351.0     159.0      349.0      DL   \n",
+       "271004  2013      7   22    2338.0      112.0     217.0      107.0      B6   \n",
+       "271005  2013      7   22    2340.0      191.0     216.0      208.0      EV   \n",
+       "271006  2013      7   22    2340.0      190.0     108.0      186.0      FL   \n",
+       "271007  2013      7   22    2344.0      144.0     201.0      147.0      B6   \n",
+       "271008  2013      7   22    2347.0      286.0     259.0      286.0      B6   \n",
+       "271009  2013      7   22    2352.0      327.0     208.0      336.0      DL   \n",
+       "271010  2013      7   22    2353.0      174.0     146.0      177.0      EV   \n",
+       "271011  2013      7   22    2353.0      178.0     110.0      160.0      WN   \n",
+       "271012  2013      7   22    2357.0      147.0     223.0      144.0      B6   \n",
+       "271013  2013      7   22    2359.0      154.0     252.0      178.0      B6   \n",
+       "271014  2013      7   22    2359.0      294.0     113.0      268.0      WN   \n",
+       "271138  2013      7   23       4.0       79.0     127.0       88.0      B6   \n",
+       "271139  2013      7   23       5.0      184.0     400.0      180.0      B6   \n",
+       "271140  2013      7   23       9.0      224.0     304.0      223.0      B6   \n",
+       "271142  2013      7   23      26.0      101.0     136.0       92.0      B6   \n",
+       "271145  2013      7   23      59.0      189.0     348.0      168.0      AA   \n",
+       "271146  2013      7   23     101.0      116.0     157.0      104.0      B6   \n",
+       "271147  2013      7   23     110.0      145.0     212.0      131.0      B6   \n",
+       "271250  2013      7   23     738.0       98.0     859.0      104.0      MQ   \n",
+       "271262  2013      7   23     750.0       90.0     930.0       73.0      EV   \n",
+       "271302  2013      7   23     824.0      106.0    1124.0      133.0      UA   \n",
+       "271310  2013      7   23     827.0      122.0    1015.0      130.0      WN   \n",
+       "271313  2013      7   23     828.0      103.0     927.0       95.0      B6   \n",
+       "271322  2013      7   23     837.0      102.0    1118.0      108.0      AA   \n",
+       "271324  2013      7   23     838.0       93.0    1237.0       99.0      B6   \n",
+       "271338  2013      7   23     854.0       99.0    1055.0      104.0      DL   \n",
+       "271350  2013      7   23     902.0      132.0    1204.0      153.0      B6   \n",
+       "271361  2013      7   23     917.0      178.0    1221.0      197.0      UA   \n",
+       "271371  2013      7   23     935.0       80.0    1208.0       71.0      B6   \n",
+       "271372  2013      7   23     937.0      102.0    1122.0       87.0      MQ   \n",
+       "271386  2013      7   23     956.0       74.0    1235.0       43.0      UA   \n",
+       "271391  2013      7   23    1003.0       63.0    1210.0       50.0      DL   \n",
+       "271405  2013      7   23    1020.0      125.0    1133.0      118.0      MQ   \n",
+       "271406  2013      7   23    1021.0      201.0    1256.0      185.0      B6   \n",
+       "271409  2013      7   23    1025.0       80.0    1336.0       71.0      DL   \n",
+       "271419  2013      7   23    1031.0       98.0    1339.0       87.0      B6   \n",
+       "271423  2013      7   23    1034.0      199.0    1307.0      189.0      UA   \n",
+       "271426  2013      7   23    1036.0       66.0    1307.0       49.0      B6   \n",
+       "271432  2013      7   23    1040.0      171.0    1147.0      168.0      B6   \n",
+       "271439  2013      7   23    1051.0      101.0    1234.0       86.0      EV   \n",
+       "271443  2013      7   23    1059.0       86.0    1359.0       84.0      B6   \n",
+       "271444  2013      7   23    1103.0       64.0    1219.0       65.0      EV   \n",
+       "271448  2013      7   23    1109.0       70.0    1406.0       89.0      B6   \n",
+       "271450  2013      7   23    1111.0       76.0    1214.0       59.0      MQ   \n",
+       "271458  2013      7   23    1121.0      141.0    1326.0      120.0      EV   \n",
+       "271469  2013      7   23    1139.0      219.0    1250.0      221.0      B6   \n",
+       "271488  2013      7   23    1202.0      183.0    1433.0      176.0      DL   \n",
+       "271490  2013      7   23    1203.0       63.0    1432.0       60.0      DL   \n",
+       "271494  2013      7   23    1204.0      189.0    1440.0      164.0      UA   \n",
+       "271495  2013      7   23    1207.0       98.0    1448.0       98.0      B6   \n",
+       "271504  2013      7   23    1216.0       76.0    1457.0       58.0      DL   \n",
+       "271510  2013      7   23    1239.0       84.0    1426.0       81.0      MQ   \n",
+       "271511  2013      7   23    1240.0      105.0    1604.0      126.0      B6   \n",
+       "271537  2013      7   23    1305.0      185.0    1543.0      188.0      DL   \n",
+       "271540  2013      7   23    1309.0       94.0    1632.0      101.0      DL   \n",
+       "271557  2013      7   23    1319.0      124.0    1627.0      213.0      EV   \n",
+       "271559  2013      7   23    1320.0      160.0    1515.0      155.0      EV   \n",
+       "271570  2013      7   23    1344.0      144.0    1453.0      140.0      B6   \n",
+       "271572  2013      7   23    1350.0      111.0    1452.0       98.0      9E   \n",
+       "271585  2013      7   23    1404.0      119.0    1653.0      143.0      MQ   \n",
+       "271588  2013      7   23    1409.0       99.0    1709.0       71.0      DL   \n",
+       "271589  2013      7   23    1409.0      189.0    1508.0      178.0      MQ   \n",
+       "271593  2013      7   23    1416.0       81.0    1659.0      154.0      WN   \n",
+       "271595  2013      7   23    1418.0      128.0    1721.0      211.0      AA   \n",
+       "271601  2013      7   23    1437.0       64.0    1654.0       75.0      EV   \n",
+       "271602  2013      7   23    1437.0       67.0    1720.0       55.0      B6   \n",
+       "271607  2013      7   23    1444.0      281.0    1648.0      313.0      FL   \n",
+       "271617  2013      7   23    1452.0      127.0    1755.0      145.0      WN   \n",
+       "271628  2013      7   23    1458.0       83.0    1633.0       98.0      MQ   \n",
+       "271629  2013      7   23    1459.0      104.0    1750.0      112.0      B6   \n",
+       "271635  2013      7   23    1502.0       97.0    2015.0      134.0      UA   \n",
+       "271642  2013      7   23    1510.0       90.0    1749.0      114.0      WN   \n",
+       "271647  2013      7   23    1516.0       65.0    1801.0       59.0      B6   \n",
+       "271649  2013      7   23    1517.0      107.0    1656.0      118.0      B6   \n",
+       "271658  2013      7   23    1526.0       96.0    1627.0       85.0      B6   \n",
+       "271674  2013      7   23    1545.0      111.0    1723.0      133.0      B6   \n",
+       "271675  2013      7   23    1545.0      125.0    1742.0      152.0      WN   \n",
+       "271677  2013      7   23    1548.0       68.0    1824.0       97.0      B6   \n",
+       "271678  2013      7   23    1549.0      130.0    1720.0      143.0      EV   \n",
+       "271688  2013      7   23    1604.0       79.0    1748.0      105.0      EV   \n",
+       "271689  2013      7   23    1605.0      125.0    1831.0      200.0      B6   \n",
+       "271691  2013      7   23    1608.0      178.0    1837.0      185.0      FL   \n",
+       "271697  2013      7   23    1616.0      106.0    1838.0      130.0      EV   \n",
+       "271701  2013      7   23    1618.0       92.0    1903.0       78.0      UA   \n",
+       "271704  2013      7   23    1629.0       79.0    1841.0       67.0      EV   \n",
+       "271708  2013      7   23    1631.0       91.0    1756.0       94.0      US   \n",
+       "271709  2013      7   23    1633.0       64.0    1930.0       69.0      B6   \n",
+       "271710  2013      7   23    1636.0       97.0    2010.0      144.0      B6   \n",
+       "271711  2013      7   23    1637.0       77.0    1804.0       79.0      EV   \n",
+       "271713  2013      7   23    1638.0      127.0    1827.0      142.0      EV   \n",
+       "271719  2013      7   23    1653.0      120.0    1944.0      109.0      B6   \n",
+       "271720  2013      7   23    1653.0       69.0    1818.0       46.0      UA   \n",
+       "271722  2013      7   23    1657.0       62.0    2006.0       62.0      DL   \n",
+       "271725  2013      7   23    1659.0       74.0    1816.0       66.0      MQ   \n",
+       "271727  2013      7   23    1700.0       95.0    1923.0      118.0      MQ   \n",
+       "271728  2013      7   23    1700.0      120.0    1845.0      118.0      UA   \n",
+       "271732  2013      7   23    1703.0      133.0    1928.0      174.0      9E   \n",
+       "271735  2013      7   23    1706.0       86.0    1825.0       82.0      US   \n",
+       "271736  2013      7   23    1707.0       82.0    1908.0       62.0      DL   \n",
+       "271738  2013      7   23    1708.0       73.0    1832.0       52.0      WN   \n",
+       "271743  2013      7   23    1715.0       71.0    1822.0       34.0      EV   \n",
+       "271744  2013      7   23    1715.0       90.0    2014.0      154.0      MQ   \n",
+       "271747  2013      7   23    1716.0      115.0    1930.0      112.0      UA   \n",
+       "271748  2013      7   23    1718.0       78.0    1931.0      133.0      US   \n",
+       "271749  2013      7   23    1719.0       69.0    1908.0       58.0      EV   \n",
+       "271756  2013      7   23    1723.0      113.0    2053.0      178.0      MQ   \n",
+       "271759  2013      7   23    1728.0      163.0    1947.0      185.0      9E   \n",
+       "271761  2013      7   23    1729.0       90.0    1919.0      100.0      EV   \n",
+       "271762  2013      7   23    1730.0       75.0    1920.0       49.0      DL   \n",
+       "271768  2013      7   23    1732.0       82.0    1942.0       57.0      MQ   \n",
+       "271771  2013      7   23    1738.0      103.0    2012.0      153.0      9E   \n",
+       "271775  2013      7   23    1742.0      112.0    2047.0      122.0      AA   \n",
+       "271776  2013      7   23    1744.0      105.0       NaN        NaN      9E   \n",
+       "271778  2013      7   23    1749.0      109.0    2016.0       92.0      DL   \n",
+       "271783  2013      7   23    1755.0      115.0    2042.0      147.0      MQ   \n",
+       "271787  2013      7   23    1758.0       98.0    2048.0       85.0      B6   \n",
+       "271789  2013      7   23    1802.0       62.0    1950.0       95.0      US   \n",
+       "271790  2013      7   23    1802.0      152.0    1922.0      152.0      WN   \n",
+       "271795  2013      7   23    1809.0      100.0    2111.0      138.0      US   \n",
+       "271796  2013      7   23    1809.0      160.0    2105.0      145.0      UA   \n",
+       "271798  2013      7   23    1817.0       92.0    1929.0       82.0      EV   \n",
+       "271799  2013      7   23    1818.0       98.0    2007.0      112.0      MQ   \n",
+       "271801  2013      7   23    1823.0      102.0    2044.0       91.0      EV   \n",
+       "271802  2013      7   23    1824.0       74.0    2051.0       51.0      WN   \n",
+       "271803  2013      7   23    1824.0      324.0    2017.0      312.0      MQ   \n",
+       "271805  2013      7   23    1825.0      145.0    2125.0      156.0      B6   \n",
+       "271808  2013      7   23    1827.0       92.0    2108.0       78.0      AA   \n",
+       "271809  2013      7   23    1828.0       88.0    2030.0       78.0      B6   \n",
+       "271813  2013      7   23    1836.0       66.0    2033.0       53.0      DL   \n",
+       "271815  2013      7   23    1839.0       83.0    2037.0      109.0      B6   \n",
+       "271816  2013      7   23    1840.0       65.0    2224.0      114.0      AA   \n",
+       "271819  2013      7   23    1846.0      136.0    2157.0      132.0      B6   \n",
+       "271820  2013      7   23    1847.0       78.0    2146.0       51.0      VX   \n",
+       "271822  2013      7   23    1848.0       93.0    2133.0      101.0      9E   \n",
+       "271823  2013      7   23    1848.0      103.0    2130.0       70.0      AA   \n",
+       "271824  2013      7   23    1852.0      147.0    2032.0      144.0      DL   \n",
+       "271829  2013      7   23    1903.0       78.0    2148.0       38.0      AA   \n",
+       "271831  2013      7   23    1903.0       68.0    2150.0       36.0      UA   \n",
+       "271834  2013      7   23    1906.0       61.0    2018.0       28.0      AA   \n",
+       "271835  2013      7   23    1906.0      117.0    2133.0       99.0      B6   \n",
+       "271836  2013      7   23    1907.0      192.0    2144.0      240.0      B6   \n",
+       "271838  2013      7   23    1909.0      129.0    2045.0      120.0      MQ   \n",
+       "271845  2013      7   23    1912.0      163.0    2144.0      137.0      B6   \n",
+       "271846  2013      7   23    1913.0      194.0    2212.0      182.0      DL   \n",
+       "271847  2013      7   23    1913.0       88.0    2037.0       72.0      MQ   \n",
+       "271848  2013      7   23    1914.0       99.0    2048.0       80.0      US   \n",
+       "271850  2013      7   23    1916.0       76.0    2108.0       98.0      WN   \n",
+       "271851  2013      7   23    1919.0       74.0    2144.0       64.0      DL   \n",
+       "271853  2013      7   23    1921.0       86.0    2201.0       76.0      AA   \n",
+       "271854  2013      7   23    1922.0      142.0    2018.0      115.0      US   \n",
+       "271855  2013      7   23    1924.0      139.0    2204.0      174.0      AA   \n",
+       "271856  2013      7   23    1925.0      170.0    2102.0      149.0      EV   \n",
+       "271859  2013      7   23    1926.0       61.0    2059.0       54.0      MQ   \n",
+       "271861  2013      7   23    1930.0       70.0    2240.0       59.0      DL   \n",
+       "271862  2013      7   23    1930.0       68.0    2349.0        NaN      UA   \n",
+       "271864  2013      7   23    1933.0      112.0    2224.0      107.0      UA   \n",
+       "271865  2013      7   23    1934.0      149.0    2117.0      126.0      US   \n",
+       "271866  2013      7   23    1934.0      224.0    2203.0      238.0      WN   \n",
+       "271867  2013      7   23    1934.0      155.0    2132.0      187.0      UA   \n",
+       "271869  2013      7   23    1936.0       76.0    2102.0       50.0      UA   \n",
+       "271870  2013      7   23    1938.0       68.0    2116.0       38.0      DL   \n",
+       "271873  2013      7   23    1939.0       74.0    2236.0       49.0      AS   \n",
+       "271874  2013      7   23    1939.0      152.0    2052.0      119.0      UA   \n",
+       "271878  2013      7   23    1947.0      162.0    2322.0      198.0      DL   \n",
+       "271880  2013      7   23    1949.0      159.0    2158.0      146.0      UA   \n",
+       "271881  2013      7   23    1950.0      115.0    2126.0      125.0      B6   \n",
+       "271883  2013      7   23    1953.0       88.0    2148.0       76.0      DL   \n",
+       "271884  2013      7   23    1954.0       74.0    2232.0       38.0      UA   \n",
+       "271887  2013      7   23    1957.0      117.0    2354.0      172.0      B6   \n",
+       "271888  2013      7   23    1958.0      149.0    2113.0      138.0      EV   \n",
+       "271889  2013      7   23    1958.0       99.0    2301.0      103.0      B6   \n",
+       "271890  2013      7   23    1958.0       93.0    2237.0       63.0      UA   \n",
+       "271893  2013      7   23    2001.0       91.0    2145.0       90.0      AA   \n",
+       "271894  2013      7   23    2002.0       97.0    2211.0       85.0      9E   \n",
+       "271897  2013      7   23    2003.0       99.0    2329.0      120.0      B6   \n",
+       "271898  2013      7   23    2004.0      201.0    2200.0      173.0      EV   \n",
+       "271899  2013      7   23    2005.0      125.0    2107.0      112.0      US   \n",
+       "271900  2013      7   23    2006.0      156.0    2125.0      157.0      B6   \n",
+       "271903  2013      7   23    2008.0      153.0    2145.0      128.0      YV   \n",
+       "271905  2013      7   23    2012.0       77.0    2153.0       54.0      US   \n",
+       "271906  2013      7   23    2016.0      218.0    2137.0      206.0      EV   \n",
+       "271907  2013      7   23    2017.0      155.0    2137.0      149.0      UA   \n",
+       "271909  2013      7   23    2022.0      127.0    2135.0      110.0      WN   \n",
+       "271911  2013      7   23    2023.0       88.0    2329.0       84.0      VX   \n",
+       "271914  2013      7   23    2031.0      126.0    2144.0       95.0      EV   \n",
+       "271915  2013      7   23    2031.0       90.0       2.0      109.0      B6   \n",
+       "271917  2013      7   23    2034.0      109.0    2147.0       77.0      AA   \n",
+       "271918  2013      7   23    2035.0       65.0    2252.0       28.0      DL   \n",
+       "271920  2013      7   23    2037.0      182.0    2205.0      170.0      WN   \n",
+       "271921  2013      7   23    2040.0       70.0    2354.0       50.0      UA   \n",
+       "271922  2013      7   23    2042.0      392.0    2244.0      374.0      FL   \n",
+       "271923  2013      7   23    2042.0       87.0    2323.0       78.0      AA   \n",
+       "271924  2013      7   23    2042.0       82.0    2228.0      103.0      AA   \n",
+       "271925  2013      7   23    2046.0      107.0    2247.0       86.0      FL   \n",
+       "271926  2013      7   23    2047.0      168.0    2324.0      138.0      DL   \n",
+       "271927  2013      7   23    2047.0       77.0    2301.0       46.0      DL   \n",
+       "271929  2013      7   23    2049.0      109.0       6.0      116.0      DL   \n",
+       "271933  2013      7   23    2051.0      105.0    2157.0       85.0      UA   \n",
+       "271934  2013      7   23    2054.0      259.0    2224.0      248.0      EV   \n",
+       "271935  2013      7   23    2054.0      114.0    2150.0       94.0      US   \n",
+       "271937  2013      7   23    2059.0       74.0      37.0      119.0      DL   \n",
+       "271940  2013      7   23    2100.0      151.0    2249.0      136.0      US   \n",
+       "271943  2013      7   23    2101.0      151.0    2346.0      126.0      B6   \n",
+       "271944  2013      7   23    2101.0       82.0      14.0       84.0      UA   \n",
+       "271947  2013      7   23    2109.0      236.0    2324.0      245.0      EV   \n",
+       "271948  2013      7   23    2111.0      275.0    2259.0      294.0      B6   \n",
+       "271951  2013      7   23    2115.0      195.0       NaN        NaN      UA   \n",
+       "271952  2013      7   23    2117.0      167.0    2324.0      149.0      WN   \n",
+       "271953  2013      7   23    2120.0      115.0      15.0       92.0      DL   \n",
+       "271954  2013      7   23    2120.0       90.0    2237.0       67.0      AA   \n",
+       "271955  2013      7   23    2122.0       83.0    2309.0       89.0      DL   \n",
+       "271958  2013      7   23    2126.0      136.0      42.0      124.0      DL   \n",
+       "271959  2013      7   23    2129.0      174.0    2321.0      191.0      MQ   \n",
+       "271960  2013      7   23    2129.0      267.0    2356.0      233.0      UA   \n",
+       "271961  2013      7   23    2133.0      313.0       8.0      315.0      9E   \n",
+       "271964  2013      7   23    2137.0       97.0    2249.0       97.0      US   \n",
+       "271967  2013      7   23    2140.0      130.0      23.0      104.0      DL   \n",
+       "271968  2013      7   23    2140.0       70.0    2307.0       56.0      9E   \n",
+       "271969  2013      7   23    2141.0      106.0    2331.0      106.0      MQ   \n",
+       "271970  2013      7   23    2141.0      101.0      30.0       83.0      UA   \n",
+       "271971  2013      7   23    2143.0       96.0     134.0       95.0      UA   \n",
+       "271972  2013      7   23    2144.0      209.0     119.0      224.0      DL   \n",
+       "271973  2013      7   23    2144.0      124.0     116.0      141.0      B6   \n",
+       "271974  2013      7   23    2145.0      237.0      18.0      223.0      B6   \n",
+       "271976  2013      7   23    2149.0      153.0      57.0      163.0      B6   \n",
+       "271977  2013      7   23    2151.0      111.0      10.0      100.0      DL   \n",
+       "271978  2013      7   23    2152.0       83.0     217.0      138.0      B6   \n",
+       "271979  2013      7   23    2153.0      133.0      42.0      138.0      EV   \n",
+       "271980  2013      7   23    2153.0      133.0    2349.0      127.0      EV   \n",
+       "271981  2013      7   23    2153.0      168.0    2307.0      142.0      WN   \n",
+       "271983  2013      7   23    2155.0      140.0    2345.0      130.0      EV   \n",
+       "271986  2013      7   23    2157.0      135.0    2310.0      130.0      EV   \n",
+       "271987  2013      7   23    2158.0      163.0    2347.0      136.0      EV   \n",
+       "271988  2013      7   23    2159.0      219.0      59.0      247.0      9E   \n",
+       "271990  2013      7   23    2206.0      119.0     116.0      137.0      B6   \n",
+       "271991  2013      7   23    2206.0       66.0      15.0       85.0      MQ   \n",
+       "271992  2013      7   23    2209.0      129.0      54.0       99.0      AA   \n",
+       "271993  2013      7   23    2213.0       74.0      33.0       71.0      DL   \n",
+       "271995  2013      7   23    2215.0      165.0    2327.0      158.0      EV   \n",
+       "271996  2013      7   23    2220.0       88.0      17.0       79.0      EV   \n",
+       "271997  2013      7   23    2220.0       80.0    2347.0       72.0      AA   \n",
+       "271998  2013      7   23    2223.0      168.0       6.0      166.0      MQ   \n",
+       "271999  2013      7   23    2227.0      207.0     156.0      220.0      DL   \n",
+       "272001  2013      7   23    2234.0      153.0     135.0      161.0      B6   \n",
+       "272002  2013      7   23    2235.0      126.0      50.0      122.0      EV   \n",
+       "272004  2013      7   23    2237.0      127.0    2346.0      104.0      9E   \n",
+       "272005  2013      7   23    2238.0      304.0      47.0      291.0      FL   \n",
+       "272006  2013      7   23    2240.0       81.0      58.0       64.0      B6   \n",
+       "272007  2013      7   23    2245.0       76.0    2343.0       53.0      EV   \n",
+       "272008  2013      7   23    2245.0      135.0      15.0      136.0      B6   \n",
+       "272009  2013      7   23    2248.0      159.0     131.0      176.0      EV   \n",
+       "272010  2013      7   23    2248.0      193.0      39.0      177.0      9E   \n",
+       "272011  2013      7   23    2253.0       98.0     319.0      108.0      DL   \n",
+       "272012  2013      7   23    2256.0      186.0      50.0      155.0      EV   \n",
+       "272013  2013      7   23    2300.0       80.0      28.0       88.0      MQ   \n",
+       "272014  2013      7   23    2301.0      136.0      12.0      133.0      B6   \n",
+       "272015  2013      7   23    2303.0      183.0      27.0      178.0      B6   \n",
+       "272016  2013      7   23    2306.0       97.0      12.0       88.0      UA   \n",
+       "272017  2013      7   23    2307.0      186.0     207.0      182.0      VX   \n",
+       "272019  2013      7   23    2312.0      162.0      14.0      128.0      9E   \n",
+       "272020  2013      7   23    2315.0      100.0     233.0      123.0      B6   \n",
+       "272021  2013      7   23    2318.0      128.0      51.0      128.0      B6   \n",
+       "272022  2013      7   23    2319.0      114.0     200.0      126.0      B6   \n",
+       "272023  2013      7   23    2319.0      104.0     213.0      125.0      B6   \n",
+       "272025  2013      7   23    2326.0      176.0      43.0      161.0      FL   \n",
+       "272026  2013      7   23    2326.0      161.0     211.0      183.0      9E   \n",
+       "272028  2013      7   23    2332.0      159.0     203.0      128.0      UA   \n",
+       "272029  2013      7   23    2333.0      213.0     154.0      192.0      UA   \n",
+       "272030  2013      7   23    2334.0      108.0     254.0      144.0      B6   \n",
+       "272031  2013      7   23    2334.0       63.0     343.0       77.0      B6   \n",
+       "272032  2013      7   23    2336.0      111.0     100.0      104.0      DL   \n",
+       "272033  2013      7   23    2336.0      186.0      58.0      182.0      9E   \n",
+       "272034  2013      7   23    2340.0      130.0     226.0      147.0      B6   \n",
+       "272035  2013      7   23    2342.0      167.0      49.0      139.0      WN   \n",
+       "272036  2013      7   23    2344.0      105.0      43.0       81.0      EV   \n",
+       "272037  2013      7   23    2349.0      149.0     206.0      152.0      B6   \n",
+       "272038  2013      7   23    2349.0      161.0     215.0      136.0      UA   \n",
+       "272039  2013      7   23    2355.0      120.0     301.0      138.0      B6   \n",
+       "272136  2013      7   24     142.0      103.0     516.0       92.0      B6   \n",
+       "272231  2013      7   24     708.0       68.0     901.0       70.0      EV   \n",
+       "272274  2013      7   24     752.0       97.0     936.0       88.0      US   \n",
+       "272278  2013      7   24     754.0       71.0     954.0       59.0      EV   \n",
+       "272294  2013      7   24     759.0       89.0    1040.0       88.0      UA   \n",
+       "272297  2013      7   24     803.0      123.0    1040.0      145.0      FL   \n",
+       "272304  2013      7   24     808.0       78.0     928.0       80.0      EV   \n",
+       "272323  2013      7   24     827.0       73.0     954.0       66.0      EV   \n",
+       "272349  2013      7   24     850.0       80.0    1126.0       76.0      B6   \n",
+       "272391  2013      7   24     933.0       73.0    1150.0       67.0      EV   \n",
+       "272393  2013      7   24     934.0       64.0    1132.0       60.0      EV   \n",
+       "272421  2013      7   24    1000.0      124.0    1125.0      115.0      EV   \n",
+       "272427  2013      7   24    1009.0      249.0    1152.0      281.0      EV   \n",
+       "272445  2013      7   24    1028.0      123.0    1232.0      135.0      US   \n",
+       "272458  2013      7   24    1043.0       88.0    1336.0       86.0      AA   \n",
+       "272474  2013      7   24    1103.0      191.0    1310.0      197.0      EV   \n",
+       "272505  2013      7   24    1152.0       82.0    1309.0       87.0      EV   \n",
+       "272536  2013      7   24    1235.0      165.0    1517.0      152.0      UA   \n",
+       "272572  2013      7   24    1312.0       88.0    1440.0       84.0      EV   \n",
+       "272573  2013      7   24    1315.0       75.0    1430.0       72.0      EV   \n",
+       "272587  2013      7   24    1330.0      140.0    1632.0      145.0      B6   \n",
+       "272594  2013      7   24    1336.0      103.0    1549.0       88.0      EV   \n",
+       "272598  2013      7   24    1344.0      194.0    1520.0      169.0      EV   \n",
+       "272619  2013      7   24    1411.0       86.0    1709.0       79.0      AA   \n",
+       "272620  2013      7   24    1419.0       79.0    1518.0       61.0      EV   \n",
+       "272630  2013      7   24    1427.0       85.0    1554.0       96.0      EV   \n",
+       "272635  2013      7   24    1433.0      158.0    1538.0      135.0      EV   \n",
+       "272640  2013      7   24    1437.0       76.0    1622.0       67.0      EV   \n",
+       "272654  2013      7   24    1449.0      114.0    1725.0      104.0      UA   \n",
+       "272681  2013      7   24    1507.0       68.0    1820.0       56.0      DL   \n",
+       "272686  2013      7   24    1513.0      152.0    1753.0      155.0      B6   \n",
+       "272695  2013      7   24    1525.0      430.0    1808.0      458.0      9E   \n",
+       "272710  2013      7   24    1539.0       88.0    1852.0      110.0      B6   \n",
+       "272712  2013      7   24    1539.0      149.0    1806.0      126.0      UA   \n",
+       "272724  2013      7   24    1547.0       62.0    1706.0       51.0      UA   \n",
+       "272728  2013      7   24    1550.0       62.0    1838.0       57.0      UA   \n",
+       "272729  2013      7   24    1551.0       66.0    1706.0       63.0      EV   \n",
+       "272731  2013      7   24    1553.0       84.0    2010.0      100.0      B6   \n",
+       "272744  2013      7   24    1606.0       72.0    1814.0       64.0      EV   \n",
+       "272754  2013      7   24    1616.0       81.0    1831.0       90.0      9E   \n",
+       "272763  2013      7   24    1626.0       91.0    1857.0      132.0      MQ   \n",
+       "272769  2013      7   24    1632.0       72.0    1832.0       51.0      EV   \n",
+       "272777  2013      7   24    1645.0      105.0    1804.0      102.0      US   \n",
+       "272784  2013      7   24    1653.0      128.0    1831.0      109.0      9E   \n",
+       "272790  2013      7   24    1656.0       71.0    1841.0       55.0      EV   \n",
+       "272792  2013      7   24    1656.0       81.0    1930.0      125.0      MQ   \n",
+       "272796  2013      7   24    1659.0       74.0    2053.0       48.0      DL   \n",
+       "272801  2013      7   24    1703.0       64.0    2009.0       47.0      DL   \n",
+       "272808  2013      7   24    1710.0       87.0    2016.0       67.0      DL   \n",
+       "272819  2013      7   24    1714.0       69.0    2010.0       45.0      DL   \n",
+       "272821  2013      7   24    1714.0       79.0    1826.0       47.0      9E   \n",
+       "272827  2013      7   24    1721.0       77.0    1907.0       79.0      EV   \n",
+       "272829  2013      7   24    1722.0       97.0    1847.0       97.0      MQ   \n",
+       "272835  2013      7   24    1731.0       92.0    2104.0      114.0      DL   \n",
+       "272839  2013      7   24    1734.0       95.0    1939.0      120.0      EV   \n",
+       "272845  2013      7   24    1737.0       62.0    1929.0       73.0      EV   \n",
+       "272847  2013      7   24    1738.0       62.0    1929.0       61.0      EV   \n",
+       "272848  2013      7   24    1740.0      165.0    1917.0      162.0      MQ   \n",
+       "272854  2013      7   24    1748.0       83.0    1933.0       54.0      9E   \n",
+       "272857  2013      7   24    1750.0      199.0    1917.0      192.0      EV   \n",
+       "272861  2013      7   24    1752.0       77.0    1959.0       86.0      EV   \n",
+       "272879  2013      7   24    1804.0       99.0    1942.0       94.0      DL   \n",
+       "272883  2013      7   24    1807.0       84.0    2107.0      120.0      EV   \n",
+       "272885  2013      7   24    1809.0       91.0    1938.0       87.0      EV   \n",
+       "272888  2013      7   24    1810.0       85.0    1903.0       45.0      9E   \n",
+       "272892  2013      7   24    1818.0       63.0    2028.0       36.0      9E   \n",
+       "272895  2013      7   24    1819.0       70.0    2101.0       67.0      B6   \n",
+       "272905  2013      7   24    1825.0      150.0    2046.0      102.0      DL   \n",
+       "272906  2013      7   24    1825.0       75.0    2131.0       91.0      WN   \n",
+       "272908  2013      7   24    1826.0       61.0    2004.0       74.0      EV   \n",
+       "272918  2013      7   24    1833.0       89.0    2116.0       84.0      UA   \n",
+       "272927  2013      7   24    1840.0      101.0    2028.0      125.0      EV   \n",
+       "272929  2013      7   24    1841.0      137.0    2045.0      149.0      EV   \n",
+       "272930  2013      7   24    1842.0      117.0    2018.0      131.0      EV   \n",
+       "272938  2013      7   24    1851.0       76.0    2133.0       63.0      AA   \n",
+       "272948  2013      7   24    1856.0      177.0    2047.0      139.0      9E   \n",
+       "272984  2013      7   24    1935.0       65.0    2229.0       49.0      B6   \n",
+       "272991  2013      7   24    1941.0       76.0    2204.0       78.0      9E   \n",
+       "273005  2013      7   24    1953.0       64.0    2209.0       65.0      EV   \n",
+       "273013  2013      7   24    2006.0       86.0    2200.0       51.0      9E   \n",
+       "273014  2013      7   24    2007.0       67.0    2125.0       55.0      US   \n",
+       "273015  2013      7   24    2008.0       98.0    2105.0       85.0      MQ   \n",
+       "273018  2013      7   24    2012.0       71.0    2147.0       83.0      EV   \n",
+       "273036  2013      7   24    2033.0      213.0    2246.0      203.0      9E   \n",
+       "273037  2013      7   24    2034.0       64.0    2253.0       38.0      DL   \n",
+       "273038  2013      7   24    2036.0       64.0    2314.0       46.0      B6   \n",
+       "273042  2013      7   24    2044.0       64.0    2248.0       58.0      EV   \n",
+       "273047  2013      7   24    2053.0       73.0    2308.0       86.0      EV   \n",
+       "273057  2013      7   24    2101.0       61.0    2208.0       32.0      UA   \n",
+       "273074  2013      7   24    2114.0       67.0     115.0       76.0      UA   \n",
+       "273078  2013      7   24    2123.0      114.0    2320.0       85.0      9E   \n",
+       "273092  2013      7   24    2138.0       77.0    2327.0       87.0      UA   \n",
+       "273097  2013      7   24    2157.0       77.0    2341.0       66.0      MQ   \n",
+       "273101  2013      7   24    2227.0       82.0    2350.0       80.0      MQ   \n",
+       "273102  2013      7   24    2227.0      128.0     128.0      116.0      UA   \n",
+       "273109  2013      7   24    2307.0       72.0      16.0       47.0      EV   \n",
+       "273111  2013      7   24    2309.0       79.0     159.0       59.0      AA   \n",
+       "273112  2013      7   24    2319.0       84.0     210.0       87.0      B6   \n",
+       "273114  2013      7   24    2328.0      155.0     201.0      126.0      UA   \n",
+       "273115  2013      7   24    2329.0      208.0     227.0      213.0      B6   \n",
+       "273116  2013      7   24    2346.0      227.0     115.0      215.0      DL   \n",
+       "273117  2013      7   24    2349.0       64.0     229.0       54.0      B6   \n",
+       "273118  2013      7   24    2351.0       86.0      57.0       87.0      EV   \n",
+       "273135  2013      7   25       6.0      201.0     102.0      183.0      B6   \n",
+       "273136  2013      7   25      31.0      182.0     128.0      158.0      EV   \n",
+       "273137  2013      7   25     250.0      245.0     530.0      235.0      B6   \n",
+       "273301  2013      7   25     756.0       65.0    1037.0       92.0      UA   \n",
+       "273407  2013      7   25     934.0       79.0    1106.0       91.0      MQ   \n",
+       "273443  2013      7   25    1024.0      103.0    1135.0       91.0      EV   \n",
+       "273505  2013      7   25    1141.0      102.0    1402.0      115.0      EV   \n",
+       "273573  2013      7   25    1306.0       81.0    1447.0       67.0      MQ   \n",
+       "273614  2013      7   25    1400.0      120.0    1456.0       98.0      EV   \n",
+       "273625  2013      7   25    1431.0      167.0    1557.0      161.0      EV   \n",
+       "273674  2013      7   25    1502.0       83.0    1607.0       70.0      EV   \n",
+       "273677  2013      7   25    1504.0       94.0    1828.0      110.0      B6   \n",
+       "273680  2013      7   25    1507.0       68.0    1845.0       81.0      DL   \n",
+       "273685  2013      7   25    1514.0       74.0    1635.0       83.0      US   \n",
+       "273697  2013      7   25    1529.0      128.0    1718.0      123.0      EV   \n",
+       "273700  2013      7   25    1530.0       91.0    1723.0       87.0      US   \n",
+       "273701  2013      7   25    1531.0      118.0    1722.0      103.0      EV   \n",
+       "273707  2013      7   25    1537.0       97.0    1723.0      132.0      B6   \n",
+       "273709  2013      7   25    1539.0       84.0    1747.0       78.0      DL   \n",
+       "273710  2013      7   25    1541.0      161.0    1656.0      159.0      EV   \n",
+       "273719  2013      7   25    1547.0       77.0    1703.0       53.0      EV   \n",
+       "273724  2013      7   25    1551.0      131.0    1800.0      125.0      WN   \n",
+       "273729  2013      7   25    1557.0       72.0    1716.0       61.0      UA   \n",
+       "273732  2013      7   25    1558.0      188.0    1726.0      207.0      B6   \n",
+       "273737  2013      7   25    1602.0       92.0    1749.0       81.0      EV   \n",
+       "273743  2013      7   25    1609.0      112.0    1723.0      102.0      EV   \n",
+       "273751  2013      7   25    1616.0       66.0    1835.0       61.0      EV   \n",
+       "273757  2013      7   25    1620.0       95.0    1725.0       82.0      EV   \n",
+       "273777  2013      7   25    1635.0       75.0    1739.0       63.0      EV   \n",
+       "273780  2013      7   25    1643.0       68.0    1940.0       39.0      DL   \n",
+       "273798  2013      7   25    1658.0       63.0    1850.0       71.0      9E   \n",
+       "273801  2013      7   25    1700.0       77.0    2052.0      103.0      DL   \n",
+       "273813  2013      7   25    1712.0      102.0    1813.0       83.0      WN   \n",
+       "273816  2013      7   25    1716.0       77.0    1952.0       84.0      9E   \n",
+       "273824  2013      7   25    1723.0      143.0    2005.0      161.0      EV   \n",
+       "273830  2013      7   25    1728.0       89.0    1943.0       89.0      EV   \n",
+       "273835  2013      7   25    1735.0      167.0    2008.0      171.0      EV   \n",
+       "273837  2013      7   25    1738.0       62.0    1909.0       64.0      B6   \n",
+       "273844  2013      7   25    1744.0       95.0    2115.0      107.0      UA   \n",
+       "273852  2013      7   25    1753.0       84.0    1938.0       88.0      EV   \n",
+       "273866  2013      7   25    1803.0      170.0    2002.0      163.0      EV   \n",
+       "273867  2013      7   25    1805.0      101.0    1953.0       97.0      EV   \n",
+       "273868  2013      7   25    1808.0      138.0    2008.0      136.0      EV   \n",
+       "273870  2013      7   25    1812.0       62.0    1952.0       47.0      B6   \n",
+       "273875  2013      7   25    1818.0       73.0    2107.0       47.0      AA   \n",
+       "273885  2013      7   25    1823.0       98.0    1954.0       99.0      WN   \n",
+       "273895  2013      7   25    1829.0       79.0    2103.0       91.0      UA   \n",
+       "273896  2013      7   25    1831.0       61.0    1952.0       64.0      B6   \n",
+       "273899  2013      7   25    1834.0       94.0    2212.0      114.0      DL   \n",
+       "273904  2013      7   25    1838.0       70.0    2036.0       58.0      EV   \n",
+       "273906  2013      7   25    1841.0       66.0    2033.0       65.0      US   \n",
+       "273908  2013      7   25    1844.0       83.0    2120.0       82.0      UA   \n",
+       "273911  2013      7   25    1849.0       74.0    2232.0       84.0      DL   \n",
+       "273912  2013      7   25    1850.0      153.0    2041.0      150.0      EV   \n",
+       "273914  2013      7   25    1852.0      136.0    2043.0      135.0      EV   \n",
+       "273937  2013      7   25    1911.0      132.0    2027.0      124.0      EV   \n",
+       "273939  2013      7   25    1912.0      133.0    2105.0      120.0      9E   \n",
+       "273945  2013      7   25    1918.0      125.0    2151.0      152.0      EV   \n",
+       "273946  2013      7   25    1918.0       70.0    2157.0       90.0      UA   \n",
+       "273949  2013      7   25    1922.0      116.0    2130.0      119.0      EV   \n",
+       "273950  2013      7   25    1924.0      104.0    2203.0      108.0      WN   \n",
+       "273954  2013      7   25    1928.0      139.0    2155.0      121.0      B6   \n",
+       "273959  2013      7   25    1932.0      104.0    2215.0      100.0      B6   \n",
+       "273962  2013      7   25    1936.0      114.0    2045.0       97.0      UA   \n",
+       "273963  2013      7   25    1937.0      157.0    2134.0      131.0      9E   \n",
+       "273965  2013      7   25    1938.0      138.0    2127.0      115.0      EV   \n",
+       "273968  2013      7   25    1941.0      180.0    2222.0      189.0      EV   \n",
+       "273972  2013      7   25    1943.0       63.0    2220.0       71.0      9E   \n",
+       "273976  2013      7   25    1950.0       95.0    2222.0       96.0      DL   \n",
+       "273981  2013      7   25    1956.0       81.0    2144.0       94.0      MQ   \n",
+       "273984  2013      7   25    1959.0       64.0    2208.0       78.0      MQ   \n",
+       "273985  2013      7   25    2000.0      100.0    2112.0       60.0      UA   \n",
+       "273990  2013      7   25    2008.0       63.0    2146.0       61.0      WN   \n",
+       "273991  2013      7   25    2008.0       62.0    2111.0       39.0      UA   \n",
+       "273994  2013      7   25    2013.0      190.0    2132.0      169.0      EV   \n",
+       "273998  2013      7   25    2020.0      100.0      40.0        NaN      UA   \n",
+       "274005  2013      7   25    2024.0       84.0    2315.0       79.0      UA   \n",
+       "274007  2013      7   25    2027.0      117.0    2310.0       90.0      B6   \n",
+       "274010  2013      7   25    2030.0       90.0    2347.0       67.0      DL   \n",
+       "274013  2013      7   25    2034.0       74.0    2156.0       71.0      AA   \n",
+       "274017  2013      7   25    2037.0      212.0    2200.0      195.0      B6   \n",
+       "274020  2013      7   25    2043.0       68.0    2248.0       66.0      9E   \n",
+       "274021  2013      7   25    2047.0      167.0    2234.0      156.0      EV   \n",
+       "274022  2013      7   25    2048.0       78.0    2224.0       72.0      9E   \n",
+       "274026  2013      7   25    2055.0      210.0    2203.0      193.0      EV   \n",
+       "274030  2013      7   25    2059.0       99.0    2247.0       84.0      EV   \n",
+       "274037  2013      7   25    2112.0      122.0      18.0      100.0      DL   \n",
+       "274040  2013      7   25    2114.0      279.0    2246.0      253.0      EV   \n",
+       "274041  2013      7   25    2115.0      277.0    2241.0      270.0      EV   \n",
+       "274043  2013      7   25    2117.0      102.0    2254.0       79.0      EV   \n",
+       "274045  2013      7   25    2120.0      139.0    2234.0      130.0      EV   \n",
+       "274048  2013      7   25    2128.0       88.0    2308.0       99.0      B6   \n",
+       "274054  2013      7   25    2135.0       65.0    2239.0       37.0      9E   \n",
+       "274055  2013      7   25    2135.0       65.0    2240.0       45.0      WN   \n",
+       "274059  2013      7   25    2138.0      169.0    2337.0      153.0      EV   \n",
+       "274063  2013      7   25    2147.0      387.0       8.0      374.0      UA   \n",
+       "274064  2013      7   25    2148.0      128.0    2344.0      114.0      EV   \n",
+       "274065  2013      7   25    2149.0      100.0    2356.0       81.0      EV   \n",
+       "274067  2013      7   25    2151.0      209.0      44.0      169.0      UA   \n",
+       "274068  2013      7   25    2153.0       83.0    2342.0       57.0      9E   \n",
+       "274070  2013      7   25    2157.0       87.0    2300.0       64.0      9E   \n",
+       "274071  2013      7   25    2159.0      149.0    2315.0      130.0      EV   \n",
+       "274072  2013      7   25    2200.0      155.0       5.0      129.0      EV   \n",
+       "274074  2013      7   25    2205.0      130.0       8.0      143.0      MQ   \n",
+       "274075  2013      7   25    2205.0       72.0      44.0       49.0      UA   \n",
+       "274076  2013      7   25    2206.0       66.0      37.0       61.0      B6   \n",
+       "274078  2013      7   25    2213.0       73.0    2356.0       66.0      MQ   \n",
+       "274082  2013      7   25    2227.0      102.0       9.0       61.0      9E   \n",
+       "274083  2013      7   25    2228.0      169.0     127.0      157.0      UA   \n",
+       "274084  2013      7   25    2231.0      176.0     115.0      172.0      9E   \n",
+       "274085  2013      7   25    2233.0       83.0      33.0      110.0      B6   \n",
+       "274086  2013      7   25    2233.0       98.0    2329.0       59.0      WN   \n",
+       "274087  2013      7   25    2234.0      124.0       9.0      123.0      9E   \n",
+       "274089  2013      7   25    2242.0       97.0    2349.0       79.0      MQ   \n",
+       "274091  2013      7   25    2245.0      136.0      52.0      124.0      EV   \n",
+       "274094  2013      7   25    2257.0      177.0     108.0      144.0      UA   \n",
+       "274095  2013      7   25    2258.0      119.0      44.0       92.0      EV   \n",
+       "274096  2013      7   25    2305.0      205.0      51.0      189.0      EV   \n",
+       "274097  2013      7   25    2305.0       66.0       8.0       46.0      EV   \n",
+       "274098  2013      7   25    2308.0      136.0      49.0      111.0      EV   \n",
+       "274101  2013      7   25    2312.0      133.0      33.0      133.0      EV   \n",
+       "274103  2013      7   25    2323.0      114.0     112.0       83.0      EV   \n",
+       "274104  2013      7   25    2325.0      146.0      42.0      113.0      EV   \n",
+       "274106  2013      7   25    2326.0      151.0     141.0      137.0      EV   \n",
+       "274107  2013      7   25    2327.0       67.0      30.0       55.0      EV   \n",
+       "274108  2013      7   25    2327.0       92.0      31.0       62.0      EV   \n",
+       "274109  2013      7   25    2333.0      107.0     229.0      119.0      B6   \n",
+       "274110  2013      7   25    2334.0       69.0      31.0       61.0      EV   \n",
+       "274111  2013      7   25    2348.0      148.0     142.0      128.0      B6   \n",
+       "274112  2013      7   25    2354.0      233.0     238.0      213.0      VX   \n",
+       "274116  2013      7   25    2357.0      148.0     129.0      123.0      EV   \n",
+       "274317  2013      7   26     814.0       74.0    1107.0       76.0      B6   \n",
+       "274330  2013      7   26     823.0      111.0    1025.0      104.0      EV   \n",
+       "274340  2013      7   26     828.0       83.0     940.0       80.0      EV   \n",
+       "274348  2013      7   26     832.0       72.0    1038.0       68.0      UA   \n",
+       "274379  2013      7   26     907.0       67.0    1151.0       47.0      DL   \n",
+       "274383  2013      7   26     911.0       79.0    1128.0       95.0      EV   \n",
+       "274388  2013      7   26     915.0      165.0    1142.0      162.0      EV   \n",
+       "274429  2013      7   26     958.0       88.0    1149.0       94.0      MQ   \n",
+       "274432  2013      7   26    1003.0      115.0    1151.0       90.0      EV   \n",
+       "274460  2013      7   26    1038.0      114.0    1225.0       81.0      EV   \n",
+       "274505  2013      7   26    1142.0       77.0    1338.0       73.0      MQ   \n",
+       "274511  2013      7   26    1151.0      112.0    1410.0      129.0      US   \n",
+       "274518  2013      7   26    1153.0      158.0    1306.0      147.0      DL   \n",
+       "274538  2013      7   26    1208.0       68.0    1322.0       72.0      MQ   \n",
+       "274539  2013      7   26    1210.0      145.0    1536.0      151.0      AA   \n",
+       "274548  2013      7   26    1234.0      110.0    1427.0      101.0      EV   \n",
+       "274567  2013      7   26    1256.0       81.0    1505.0       84.0      DL   \n",
+       "274584  2013      7   26    1310.0       70.0    1436.0       78.0      EV   \n",
+       "274590  2013      7   26    1315.0       90.0    1518.0      118.0      AA   \n",
+       "274612  2013      7   26    1345.0       65.0    1537.0       62.0      EV   \n",
+       "274613  2013      7   26    1347.0      114.0    1614.0      113.0      EV   \n",
+       "274652  2013      7   26    1442.0       81.0    1613.0       58.0      EV   \n",
+       "274684  2013      7   26    1456.0      116.0    1611.0      114.0      EV   \n",
+       "274704  2013      7   26    1517.0      122.0    1618.0      112.0      EV   \n",
+       "274746  2013      7   26    1558.0       63.0    1804.0       49.0      DL   \n",
+       "274769  2013      7   26    1622.0       72.0    1800.0       85.0      MQ   \n",
+       "274779  2013      7   26    1632.0       72.0    1832.0       51.0      EV   \n",
+       "274781  2013      7   26    1632.0       67.0    1924.0      119.0      MQ   \n",
+       "274784  2013      7   26    1636.0      141.0    1757.0      143.0      EV   \n",
+       "274792  2013      7   26    1643.0      103.0    1915.0      111.0      EV   \n",
+       "274795  2013      7   26    1645.0       65.0    2008.0       70.0      UA   \n",
+       "274815  2013      7   26    1702.0      142.0    2023.0      154.0      DL   \n",
+       "274817  2013      7   26    1702.0       77.0    1859.0       73.0      EV   \n",
+       "274831  2013      7   26    1710.0       80.0    2024.0       99.0      AA   \n",
+       "274833  2013      7   26    1711.0       86.0    1928.0       82.0      DL   \n",
+       "274844  2013      7   26    1725.0       75.0    2020.0       95.0      MQ   \n",
+       "274846  2013      7   26    1726.0       66.0    2033.0       70.0      B6   \n",
+       "274849  2013      7   26    1729.0       94.0    1938.0       92.0      EV   \n",
+       "274861  2013      7   26    1734.0       95.0    1925.0      106.0      EV   \n",
+       "274867  2013      7   26    1741.0       76.0    1928.0       73.0      MQ   \n",
+       "274882  2013      7   26    1756.0       61.0    2042.0       52.0      AA   \n",
+       "274892  2013      7   26    1801.0      186.0    1947.0      166.0      9E   \n",
+       "274894  2013      7   26    1808.0       90.0    1939.0       88.0      EV   \n",
+       "274901  2013      7   26    1819.0       63.0    1924.0       36.0      B6   \n",
+       "274932  2013      7   26    1842.0       61.0    2141.0       64.0      UA   \n",
+       "274936  2013      7   26    1850.0       80.0    2054.0       74.0      DL   \n",
+       "274943  2013      7   26    1854.0      104.0    2119.0       74.0      AA   \n",
+       "274951  2013      7   26    1901.0       92.0    2027.0       92.0      EV   \n",
+       "274970  2013      7   26    1924.0      134.0    2224.0      129.0      AA   \n",
+       "274979  2013      7   26    1931.0       91.0    2120.0       90.0      MQ   \n",
+       "274982  2013      7   26    1933.0      145.0    2126.0      158.0      EV   \n",
+       "274983  2013      7   26    1934.0       79.0    2227.0      101.0      DL   \n",
+       "274984  2013      7   26    1935.0       70.0    2151.0      102.0      EV   \n",
+       "274995  2013      7   26    1941.0      260.0    2218.0      280.0      UA   \n",
+       "275002  2013      7   26    1947.0       82.0    2306.0       93.0      UA   \n",
+       "275021  2013      7   26    2007.0      107.0    2249.0       68.0      DL   \n",
+       "275023  2013      7   26    2012.0      184.0    2138.0      181.0      EV   \n",
+       "275031  2013      7   26    2024.0       83.0    2143.0       79.0      EV   \n",
+       "275048  2013      7   26    2035.0      135.0    2233.0      101.0      9E   \n",
+       "275054  2013      7   26    2049.0       74.0    2217.0       57.0      MQ   \n",
+       "275063  2013      7   26    2059.0      104.0    2257.0       86.0      EV   \n",
+       "275066  2013      7   26    2102.0       92.0    2259.0       63.0      9E   \n",
+       "275081  2013      7   26    2127.0       86.0    2349.0       55.0      B6   \n",
+       "275087  2013      7   26    2132.0       62.0    2248.0       46.0      FL   \n",
+       "275094  2013      7   26    2139.0       70.0    2357.0       69.0      EV   \n",
+       "275106  2013      7   26    2155.0       62.0     119.0       84.0      UA   \n",
+       "275107  2013      7   26    2201.0       61.0    2337.0       47.0      MQ   \n",
+       "275108  2013      7   26    2211.0       71.0    2308.0       56.0      US   \n",
+       "275110  2013      7   26    2218.0       79.0       3.0       56.0      EV   \n",
+       "275111  2013      7   26    2222.0       83.0    2348.0       88.0      EV   \n",
+       "275120  2013      7   26    2259.0      104.0     133.0      104.0      DL   \n",
+       "275122  2013      7   26    2329.0      139.0      50.0      127.0      B6   \n",
+       "275123  2013      7   26    2340.0      131.0     105.0       99.0      EV   \n",
+       "275124  2013      7   26    2345.0      483.0     104.0      455.0      UA   \n",
+       "275125  2013      7   26    2354.0      145.0     155.0      126.0      EV   \n",
+       "275139  2013      7   27      40.0      115.0     330.0      115.0      B6   \n",
+       "275244  2013      7   27     730.0      105.0    1005.0      112.0      UA   \n",
+       "275320  2013      7   27     845.0      110.0    1042.0       96.0      US   \n",
+       "275428  2013      7   27    1109.0       69.0    1410.0       63.0      UA   \n",
+       "275485  2013      7   27    1235.0      185.0    1331.0      172.0      B6   \n",
+       "275491  2013      7   27    1243.0       64.0    1347.0       53.0      B6   \n",
+       "275511  2013      7   27    1305.0       65.0    1611.0      140.0      US   \n",
+       "275530  2013      7   27    1337.0      112.0    1551.0      106.0      EV   \n",
+       "275559  2013      7   27    1432.0       77.0    1614.0       69.0      US   \n",
+       "275560  2013      7   27    1433.0       98.0    1658.0       77.0      UA   \n",
+       "275567  2013      7   27    1442.0       68.0    1548.0       50.0      EV   \n",
+       "275568  2013      7   27    1442.0       72.0    1559.0       61.0      B6   \n",
+       "275590  2013      7   27    1456.0      536.0    1649.0      577.0      EV   \n",
+       "275608  2013      7   27    1511.0      126.0    1702.0      125.0      EV   \n",
+       "275616  2013      7   27    1516.0       77.0    1741.0       73.0      DL   \n",
+       "275624  2013      7   27    1524.0      109.0    1741.0      111.0      WN   \n",
+       "275644  2013      7   27    1550.0       65.0    1819.0       59.0      B6   \n",
+       "275658  2013      7   27    1601.0      126.0    1823.0      126.0      FL   \n",
+       "275672  2013      7   27    1617.0       87.0    1808.0       76.0      US   \n",
+       "275682  2013      7   27    1624.0       84.0    1839.0      107.0      US   \n",
+       "275698  2013      7   27    1643.0      168.0    1914.0      204.0      MQ   \n",
+       "275722  2013      7   27    1704.0      134.0    1923.0      129.0      9E   \n",
+       "275728  2013      7   27    1710.0       90.0    1902.0       82.0      US   \n",
+       "275739  2013      7   27    1720.0       75.0    2043.0       82.0      DL   \n",
+       "275747  2013      7   27    1726.0      136.0    1852.0      137.0      MQ   \n",
+       "275760  2013      7   27    1737.0       62.0    1849.0       34.0      B6   \n",
+       "275763  2013      7   27    1738.0      118.0    2003.0      133.0      WN   \n",
+       "275769  2013      7   27    1750.0       80.0    1958.0       88.0      MQ   \n",
+       "275779  2013      7   27    1807.0       67.0    2045.0       60.0      UA   \n",
+       "275810  2013      7   27    1842.0      107.0    1952.0       92.0      EV   \n",
+       "275812  2013      7   27    1846.0       71.0    2044.0       76.0      US   \n",
+       "275815  2013      7   27    1848.0      138.0    2206.0      127.0      VX   \n",
+       "275833  2013      7   27    1915.0      105.0    2158.0       88.0      UA   \n",
+       "275881  2013      7   27    2011.0      431.0    2253.0      454.0      EV   \n",
+       "275883  2013      7   27    2013.0      188.0    2158.0      167.0      US   \n",
+       "275888  2013      7   27    2022.0      202.0    2224.0      192.0      B6   \n",
+       "275889  2013      7   27    2022.0      113.0    2201.0       90.0      US   \n",
+       "275896  2013      7   27    2037.0      122.0    2208.0       85.0      DL   \n",
+       "275899  2013      7   27    2045.0      110.0      11.0      115.0      B6   \n",
+       "275900  2013      7   27    2047.0       78.0    2322.0       89.0      9E   \n",
+       "275909  2013      7   27    2101.0       86.0    2359.0       99.0      9E   \n",
+       "275915  2013      7   27    2116.0      101.0      34.0       98.0      DL   \n",
+       "275924  2013      7   27    2140.0      159.0      45.0      152.0      B6   \n",
+       "275934  2013      7   27    2233.0       68.0    2342.0       56.0      B6   \n",
+       "275949  2013      7   28       6.0      486.0     231.0      496.0      MQ   \n",
+       "275950  2013      7   28       9.0      194.0     112.0      162.0      WN   \n",
+       "275951  2013      7   28       9.0      304.0     312.0      306.0      UA   \n",
+       "275952  2013      7   28      12.0      288.0     312.0      292.0      UA   \n",
+       "275953  2013      7   28      13.0      113.0     140.0      125.0      EV   \n",
+       "275954  2013      7   28      16.0      381.0     249.0      364.0      AA   \n",
+       "275955  2013      7   28      20.0      290.0     352.0      313.0      DL   \n",
+       "275956  2013      7   28      20.0      280.0     246.0      262.0      EV   \n",
+       "275957  2013      7   28      22.0      292.0     319.0      287.0      DL   \n",
+       "275958  2013      7   28      29.0      299.0     310.0      286.0      DL   \n",
+       "275959  2013      7   28      29.0       84.0     135.0       82.0      B6   \n",
+       "275960  2013      7   28      34.0      244.0     135.0      220.0      WN   \n",
+       "275961  2013      7   28      36.0      216.0     146.0      216.0      US   \n",
+       "275962  2013      7   28      40.0      290.0     249.0      274.0      DL   \n",
+       "275963  2013      7   28      46.0      141.0     152.0      142.0      EV   \n",
+       "275964  2013      7   28      48.0      348.0     315.0      324.0      UA   \n",
+       "275965  2013      7   28      51.0      207.0     148.0      183.0      EV   \n",
+       "275966  2013      7   28      52.0      293.0     215.0      275.0      DL   \n",
+       "275967  2013      7   28     105.0      340.0     401.0      318.0      DL   \n",
+       "275968  2013      7   28     108.0       69.0     443.0       63.0      B6   \n",
+       "275969  2013      7   28     127.0      162.0     237.0      156.0      B6   \n",
+       "275970  2013      7   28     131.0      277.0     412.0      258.0      UA   \n",
+       "275971  2013      7   28     146.0      346.0     353.0      323.0      DL   \n",
+       "275972  2013      7   28     146.0      370.0     434.0      361.0      B6   \n",
+       "275973  2013      7   28     202.0      197.0     307.0      184.0      B6   \n",
+       "275974  2013      7   28     209.0      309.0     435.0      299.0      B6   \n",
+       "275975  2013      7   28     214.0      320.0     403.0      305.0      EV   \n",
+       "275976  2013      7   28     214.0      314.0     317.0      305.0      US   \n",
+       "276224  2013      7   28    1016.0       86.0    1124.0       54.0      AA   \n",
+       "276230  2013      7   28    1021.0       80.0    1302.0       58.0      B6   \n",
+       "276267  2013      7   28    1105.0       66.0    1219.0       65.0      EV   \n",
+       "276331  2013      7   28    1240.0       65.0    1529.0       38.0      DL   \n",
+       "276365  2013      7   28    1307.0      117.0    1417.0       92.0      WN   \n",
+       "276411  2013      7   28    1413.0      103.0    1743.0      105.0      DL   \n",
+       "276478  2013      7   28    1526.0      121.0    1758.0      143.0      EV   \n",
+       "276554  2013      7   28    1701.0      151.0    2031.0      176.0      B6   \n",
+       "276560  2013      7   28    1704.0       89.0    2032.0      123.0      UA   \n",
+       "276565  2013      7   28    1712.0       87.0    2014.0       68.0      DL   \n",
+       "276582  2013      7   28    1728.0      155.0    2027.0      164.0      UA   \n",
+       "276589  2013      7   28    1739.0      100.0    2221.0      191.0      DL   \n",
+       "276591  2013      7   28    1739.0       69.0    1951.0       66.0      MQ   \n",
+       "276595  2013      7   28    1742.0      132.0    2129.0      214.0      MQ   \n",
+       "276600  2013      7   28    1747.0       71.0    2002.0      117.0      B6   \n",
+       "276601  2013      7   28    1747.0      162.0    2220.0      258.0      UA   \n",
+       "276604  2013      7   28    1751.0      116.0    2027.0      163.0      B6   \n",
+       "276608  2013      7   28    1800.0      260.0    2158.0      363.0      WN   \n",
+       "276618  2013      7   28    1821.0       98.0    2059.0      173.0      EV   \n",
+       "276619  2013      7   28    1821.0      202.0    2229.0      268.0      9E   \n",
+       "276620  2013      7   28    1823.0       78.0    2050.0      132.0      UA   \n",
+       "276623  2013      7   28    1828.0       93.0    2217.0      157.0      UA   \n",
+       "276629  2013      7   28    1837.0       87.0    2338.0      183.0      UA   \n",
+       "276630  2013      7   28    1839.0      144.0       NaN        NaN      9E   \n",
+       "276631  2013      7   28    1842.0      185.0    2144.0      246.0      EV   \n",
+       "276633  2013      7   28    1849.0      139.0    2057.0      138.0      DL   \n",
+       "276637  2013      7   28    1851.0      236.0    2237.0      336.0      9E   \n",
+       "276641  2013      7   28    1855.0      180.0    2032.0      172.0      WN   \n",
+       "276643  2013      7   28    1858.0      118.0    2114.0       94.0      DL   \n",
+       "276645  2013      7   28    1858.0       78.0    2249.0      117.0      UA   \n",
+       "276649  2013      7   28    1904.0      108.0    2333.0      178.0      UA   \n",
+       "276650  2013      7   28    1906.0      111.0    2223.0      174.0      EV   \n",
+       "276651  2013      7   28    1908.0      143.0    2032.0      137.0      WN   \n",
+       "276654  2013      7   28    1920.0      110.0    2122.0       91.0      F9   \n",
+       "276655  2013      7   28    1924.0      234.0    2128.0      278.0      WN   \n",
+       "276656  2013      7   28    1925.0      100.0    2139.0       89.0      DL   \n",
+       "276660  2013      7   28    1930.0      155.0    2256.0      236.0      US   \n",
+       "276662  2013      7   28    1940.0      245.0    2216.0      302.0      EV   \n",
+       "276663  2013      7   28    1942.0      127.0    2306.0      156.0      AA   \n",
+       "276664  2013      7   28    1942.0      120.0    2121.0      133.0      UA   \n",
+       "276666  2013      7   28    1949.0      147.0    2137.0      170.0      EV   \n",
+       "276667  2013      7   28    1955.0      120.0    2327.0      153.0      UA   \n",
+       "276668  2013      7   28    1956.0       86.0    2111.0       76.0      MQ   \n",
+       "276669  2013      7   28    1957.0      122.0       8.0      168.0      AA   \n",
+       "276671  2013      7   28    1959.0      107.0      17.0      150.0      UA   \n",
+       "276673  2013      7   28    2000.0      205.0    2222.0      233.0      EV   \n",
+       "276674  2013      7   28    2002.0      282.0    2137.0      292.0      EV   \n",
+       "276675  2013      7   28    2005.0      238.0    2219.0      248.0      EV   \n",
+       "276676  2013      7   28    2007.0      262.0    2241.0      301.0      MQ   \n",
+       "276678  2013      7   28    2007.0      282.0    2350.0      327.0      UA   \n",
+       "276679  2013      7   28    2010.0      100.0    2159.0      139.0      MQ   \n",
+       "276682  2013      7   28    2016.0       96.0    2314.0       80.0      UA   \n",
+       "276684  2013      7   28    2020.0      110.0    2347.0      122.0      AA   \n",
+       "276686  2013      7   28    2024.0      120.0      42.0      193.0      B6   \n",
+       "276688  2013      7   28    2026.0       91.0      40.0      145.0      VX   \n",
+       "276689  2013      7   28    2028.0       87.0      12.0      119.0      B6   \n",
+       "276692  2013      7   28    2030.0       80.0      55.0      137.0      DL   \n",
+       "276694  2013      7   28    2034.0      278.0    2259.0      301.0      EV   \n",
+       "276695  2013      7   28    2036.0      350.0    2334.0      380.0      UA   \n",
+       "276696  2013      7   28    2037.0      127.0     108.0      193.0      UA   \n",
+       "276698  2013      7   28    2039.0       99.0      27.0      164.0      DL   \n",
+       "276700  2013      7   28    2042.0      262.0    2326.0      243.0      B6   \n",
+       "276701  2013      7   28    2043.0      128.0      18.0      143.0      AA   \n",
+       "276702  2013      7   28    2046.0      106.0    2347.0       81.0      DL   \n",
+       "276704  2013      7   28    2049.0      219.0    2305.0      218.0      UA   \n",
+       "276705  2013      7   28    2050.0       70.0    2237.0       51.0      EV   \n",
+       "276707  2013      7   28    2051.0      111.0    2232.0      127.0      EV   \n",
+       "276709  2013      7   28    2059.0      104.0      39.0      148.0      DL   \n",
+       "276711  2013      7   28    2059.0      139.0       NaN        NaN      9E   \n",
+       "276713  2013      7   28    2101.0      211.0    2338.0      201.0      UA   \n",
+       "276715  2013      7   28    2104.0       94.0    2359.0      190.0      EV   \n",
+       "276716  2013      7   28    2107.0       92.0    2309.0       94.0      EV   \n",
+       "276717  2013      7   28    2107.0      218.0      54.0      239.0      VX   \n",
+       "276720  2013      7   28    2112.0      222.0    2251.0      243.0      B6   \n",
+       "276722  2013      7   28    2113.0      103.0      43.0       99.0      UA   \n",
+       "276723  2013      7   28    2114.0       74.0       7.0       83.0      UA   \n",
+       "276724  2013      7   28    2115.0      115.0    2315.0      150.0      AA   \n",
+       "276725  2013      7   28    2116.0      136.0     112.0      176.0      DL   \n",
+       "276726  2013      7   28    2116.0      137.0    2327.0      126.0      FL   \n",
+       "276728  2013      7   28    2119.0      104.0      10.0       96.0      UA   \n",
+       "276729  2013      7   28    2120.0      244.0    2342.0      294.0      B6   \n",
+       "276731  2013      7   28    2124.0      339.0    2319.0      369.0      MQ   \n",
+       "276733  2013      7   28    2129.0      179.0      29.0      183.0      UA   \n",
+       "276735  2013      7   28    2133.0       92.0     154.0      169.0      VX   \n",
+       "276736  2013      7   28    2136.0      101.0    2235.0       79.0      EV   \n",
+       "276738  2013      7   28    2138.0      218.0    2314.0      237.0      EV   \n",
+       "276741  2013      7   28    2145.0      280.0    2331.0      260.0      US   \n",
+       "276742  2013      7   28    2146.0      226.0      16.0      266.0      MQ   \n",
+       "276745  2013      7   28    2150.0       66.0     140.0       58.0      UA   \n",
+       "276746  2013      7   28    2154.0       93.0    2344.0      104.0      UA   \n",
+       "276747  2013      7   28    2155.0      170.0      38.0      210.0      9E   \n",
+       "276748  2013      7   28    2155.0      180.0    2358.0      169.0      US   \n",
+       "276749  2013      7   28    2155.0      206.0       8.0      215.0      US   \n",
+       "276750  2013      7   28    2156.0      261.0    2335.0      260.0      WN   \n",
+       "276751  2013      7   28    2157.0      207.0     118.0      218.0      B6   \n",
+       "276752  2013      7   28    2158.0      119.0    2341.0      115.0      EV   \n",
+       "276753  2013      7   28    2202.0      122.0     137.0      150.0      UA   \n",
+       "276754  2013      7   28    2203.0      123.0      51.0       96.0      AA   \n",
+       "276755  2013      7   28    2203.0      148.0      26.0      186.0      MQ   \n",
+       "276756  2013      7   28    2204.0      169.0     147.0      197.0      AA   \n",
+       "276758  2013      7   28    2207.0      102.0      37.0      107.0      EV   \n",
+       "276759  2013      7   28    2210.0      160.0     136.0      220.0      9E   \n",
+       "276761  2013      7   28    2211.0      136.0      27.0      162.0      MQ   \n",
+       "276762  2013      7   28    2213.0      163.0       NaN        NaN      9E   \n",
+       "276763  2013      7   28    2215.0      135.0    2359.0      139.0      MQ   \n",
+       "276764  2013      7   28    2216.0       96.0       3.0       88.0      MQ   \n",
+       "276765  2013      7   28    2217.0      167.0    2348.0      177.0      EV   \n",
+       "276766  2013      7   28    2220.0       64.0      23.0       59.0      EV   \n",
+       "276767  2013      7   28    2220.0       79.0     309.0      129.0      B6   \n",
+       "276768  2013      7   28    2221.0       75.0    2329.0       62.0      UA   \n",
+       "276769  2013      7   28    2222.0      312.0     114.0      314.0      WN   \n",
+       "276770  2013      7   28    2223.0       84.0      41.0       93.0      EV   \n",
+       "276771  2013      7   28    2224.0      184.0    2357.0      191.0      UA   \n",
+       "276772  2013      7   28    2229.0      244.0      43.0      251.0      DL   \n",
+       "276774  2013      7   28    2230.0       66.0     102.0       47.0      UA   \n",
+       "276776  2013      7   28    2232.0      208.0    2344.0      168.0      UA   \n",
+       "276778  2013      7   28    2237.0      112.0       2.0      123.0      B6   \n",
+       "276779  2013      7   28    2241.0      246.0      28.0      222.0      DL   \n",
+       "276781  2013      7   28    2245.0      140.0     240.0      196.0      UA   \n",
+       "276782  2013      7   28    2249.0       79.0     208.0      129.0      B6   \n",
+       "276783  2013      7   28    2249.0       63.0     214.0      104.0      B6   \n",
+       "276784  2013      7   28    2251.0      196.0      47.0      185.0      EV   \n",
+       "276786  2013      7   28    2257.0      102.0     216.0      147.0      DL   \n",
+       "276787  2013      7   28    2258.0      160.0     154.0      153.0      UA   \n",
+       "276788  2013      7   28    2259.0      219.0     125.0      195.0      AA   \n",
+       "276789  2013      7   28    2300.0      170.0       5.0      139.0      UA   \n",
+       "276791  2013      7   28    2304.0       74.0     309.0      129.0      AA   \n",
+       "276792  2013      7   28    2306.0      181.0     126.0      172.0      EV   \n",
+       "276793  2013      7   28    2308.0      198.0      14.0      164.0      AA   \n",
+       "276794  2013      7   28    2308.0      103.0       NaN        NaN      B6   \n",
+       "276795  2013      7   28    2316.0      256.0     217.0      252.0      UA   \n",
+       "276797  2013      7   28    2320.0      115.0     152.0      113.0      UA   \n",
+       "276798  2013      7   28    2323.0      243.0      29.0      209.0      AA   \n",
+       "276799  2013      7   28    2326.0      126.0     219.0      165.0      B6   \n",
+       "276800  2013      7   28    2330.0      205.0     310.0      191.0      UA   \n",
+       "276801  2013      7   28    2332.0      287.0      37.0      247.0      AA   \n",
+       "276802  2013      7   28    2332.0      317.0      40.0      295.0      WN   \n",
+       "276803  2013      7   28    2333.0      113.0     122.0      142.0      MQ   \n",
+       "276804  2013      7   28    2337.0      102.0     105.0       96.0      EV   \n",
+       "276805  2013      7   28    2340.0      160.0     309.0      167.0      DL   \n",
+       "276806  2013      7   28    2340.0      325.0     146.0      300.0      DL   \n",
+       "276808  2013      7   28    2342.0      247.0     225.0      220.0      UA   \n",
+       "276809  2013      7   28    2344.0      184.0     233.0      162.0      UA   \n",
+       "276810  2013      7   28    2354.0      294.0     230.0      298.0      DL   \n",
+       "276811  2013      7   28    2356.0      178.0     235.0      163.0      UA   \n",
+       "276812  2013      7   28    2400.0      181.0     247.0      205.0      DL   \n",
+       "276879  2013      7   29     310.0      245.0     402.0      229.0      B6   \n",
+       "277006  2013      7   29     742.0       97.0     924.0       95.0      DL   \n",
+       "277012  2013      7   29     749.0      110.0    1104.0      122.0      UA   \n",
+       "277014  2013      7   29     752.0       97.0    1054.0      104.0      AA   \n",
+       "277036  2013      7   29     759.0       86.0    1106.0       98.0      UA   \n",
+       "277074  2013      7   29     831.0       96.0    1124.0      106.0      B6   \n",
+       "277081  2013      7   29     845.0       75.0    1051.0       81.0      EV   \n",
+       "277133  2013      7   29     939.0      124.0    1211.0      111.0      WN   \n",
+       "277145  2013      7   29     951.0       86.0    1228.0       84.0      DL   \n",
+       "277147  2013      7   29     953.0       98.0    1132.0       84.0      US   \n",
+       "277160  2013      7   29    1005.0       75.0    1424.0       93.0      DL   \n",
+       "277170  2013      7   29    1023.0      158.0    1120.0      135.0      WN   \n",
+       "277171  2013      7   29    1023.0      113.0    1241.0       81.0      UA   \n",
+       "277190  2013      7   29    1039.0       89.0    1213.0       65.0      EV   \n",
+       "277192  2013      7   29    1041.0      166.0    1245.0      175.0      US   \n",
+       "277210  2013      7   29    1104.0      129.0    1350.0      114.0      UA   \n",
+       "277221  2013      7   29    1122.0       87.0    1257.0      102.0      MQ   \n",
+       "277222  2013      7   29    1122.0       69.0    1403.0       67.0      UA   \n",
+       "277227  2013      7   29    1128.0       63.0    1335.0       70.0      MQ   \n",
+       "277228  2013      7   29    1134.0      134.0    1404.0      151.0      EV   \n",
+       "277235  2013      7   29    1146.0       78.0    1452.0       73.0      UA   \n",
+       "277261  2013      7   29    1204.0       84.0    1424.0      104.0      EV   \n",
+       "277265  2013      7   29    1209.0      289.0    1511.0      312.0      UA   \n",
+       "277266  2013      7   29    1215.0      260.0    1334.0      259.0      MQ   \n",
+       "277272  2013      7   29    1229.0      119.0    1527.0      122.0      UA   \n",
+       "277291  2013      7   29    1248.0       93.0    1355.0       85.0      MQ   \n",
+       "277300  2013      7   29    1253.0       68.0    1509.0       89.0      MQ   \n",
+       "277305  2013      7   29    1257.0       62.0    1410.0       60.0      MQ   \n",
+       "277319  2013      7   29    1314.0       74.0    1500.0       87.0      UA   \n",
+       "277320  2013      7   29    1315.0       80.0    1455.0       92.0      EV   \n",
+       "277330  2013      7   29    1326.0      111.0    1602.0      107.0      UA   \n",
+       "277336  2013      7   29    1335.0      155.0    1444.0      154.0      MQ   \n",
+       "277342  2013      7   29    1341.0      101.0    1650.0      134.0      DL   \n",
+       "277426  2013      7   29    1514.0       74.0    1610.0       59.0      B6   \n",
+       "277430  2013      7   29    1517.0       78.0    1710.0       86.0      AA   \n",
+       "277457  2013      7   29    1542.0       72.0    1715.0       65.0      EV   \n",
+       "277459  2013      7   29    1544.0      106.0    1821.0       92.0      UA   \n",
+       "277528  2013      7   29    1654.0       89.0    1845.0       80.0      MQ   \n",
+       "277530  2013      7   29    1656.0       71.0    1900.0       46.0      DL   \n",
+       "277544  2013      7   29    1702.0      129.0    2011.0      136.0      B6   \n",
+       "277560  2013      7   29    1709.0       70.0    1937.0       69.0      9E   \n",
+       "277567  2013      7   29    1713.0      141.0    2017.0      150.0      UA   \n",
+       "277570  2013      7   29    1715.0      125.0    1833.0      118.0      MQ   \n",
+       "277573  2013      7   29    1720.0       95.0    1858.0       99.0      UA   \n",
+       "277588  2013      7   29    1728.0       78.0    1940.0       55.0      MQ   \n",
+       "277602  2013      7   29    1740.0      383.0    2009.0      394.0      UA   \n",
+       "277603  2013      7   29    1741.0      101.0    1903.0       76.0      EV   \n",
+       "277625  2013      7   29    1813.0      314.0    2026.0      292.0      DL   \n",
+       "277631  2013      7   29    1819.0      119.0    2103.0      100.0      B6   \n",
+       "277644  2013      7   29    1828.0      118.0    2256.0      177.0      VX   \n",
+       "277657  2013      7   29    1846.0       76.0    2101.0       70.0      F9   \n",
+       "277666  2013      7   29    1853.0      128.0    2022.0      127.0      WN   \n",
+       "277683  2013      7   29    1909.0       69.0    2137.0       58.0      DL   \n",
+       "277687  2013      7   29    1911.0      122.0    2143.0      109.0      B6   \n",
+       "277694  2013      7   29    1924.0      270.0    2122.0      252.0      EV   \n",
+       "277705  2013      7   29    1930.0       75.0    2044.0       59.0      WN   \n",
+       "277706  2013      7   29    1931.0       96.0    2303.0      103.0      AA   \n",
+       "277715  2013      7   29    1938.0       98.0    2102.0       72.0      MQ   \n",
+       "277716  2013      7   29    1939.0      130.0    2333.0      158.0      VX   \n",
+       "277720  2013      7   29    1943.0      142.0    2218.0      140.0      UA   \n",
+       "277733  2013      7   29    2000.0       65.0    2151.0       61.0      MQ   \n",
+       "277736  2013      7   29    2003.0       63.0    2216.0       44.0      DL   \n",
+       "277737  2013      7   29    2003.0       68.0    2142.0       33.0      US   \n",
+       "277738  2013      7   29    2004.0       84.0    2322.0       93.0      UA   \n",
+       "277741  2013      7   29    2005.0       85.0    2251.0       57.0      UA   \n",
+       "277745  2013      7   29    2010.0      100.0    2149.0       94.0      AA   \n",
+       "277747  2013      7   29    2013.0      125.0    2218.0      111.0      UA   \n",
+       "277763  2013      7   29    2039.0       64.0    2215.0       55.0      MQ   \n",
+       "277766  2013      7   29    2044.0      104.0    2309.0       59.0      DL   \n",
+       "277769  2013      7   29    2048.0       81.0    2336.0       51.0      UA   \n",
+       "277776  2013      7   29    2054.0       84.0    2340.0       68.0      DL   \n",
+       "277778  2013      7   29    2054.0      119.0      35.0      140.0      VX   \n",
+       "277779  2013      7   29    2057.0       87.0    2353.0       74.0      DL   \n",
+       "277788  2013      7   29    2104.0       64.0    2209.0       40.0      B6   \n",
+       "277790  2013      7   29    2107.0      187.0      35.0      185.0      B6   \n",
+       "277793  2013      7   29    2112.0       77.0    2205.0       49.0      EV   \n",
+       "277798  2013      7   29    2116.0      106.0    2259.0       63.0      9E   \n",
+       "277803  2013      7   29    2121.0      116.0       4.0       81.0      DL   \n",
+       "277814  2013      7   29    2133.0      152.0      21.0      128.0      B6   \n",
+       "277816  2013      7   29    2136.0      171.0    2336.0      141.0      DL   \n",
+       "277821  2013      7   29    2142.0       81.0    2305.0       65.0      UA   \n",
+       "277823  2013      7   29    2144.0      344.0    2351.0      307.0      DL   \n",
+       "277824  2013      7   29    2145.0       76.0     129.0       90.0      B6   \n",
+       "277828  2013      7   29    2153.0       85.0      28.0      101.0      B6   \n",
+       "277829  2013      7   29    2154.0       63.0      42.0       44.0      B6   \n",
+       "277836  2013      7   29    2204.0      206.0    2322.0      185.0      B6   \n",
+       "277837  2013      7   29    2210.0      190.0     136.0      190.0      DL   \n",
+       "277839  2013      7   29    2230.0      271.0     112.0      246.0      DL   \n",
+       "277840  2013      7   29    2233.0       64.0      34.0       45.0      EV   \n",
+       "277841  2013      7   29    2236.0       96.0      10.0       80.0      MQ   \n",
+       "277843  2013      7   29    2238.0       97.0     238.0       98.0      B6   \n",
+       "277849  2013      7   29    2243.0       68.0     134.0       64.0      B6   \n",
+       "277851  2013      7   29    2253.0      164.0     105.0      150.0      EV   \n",
+       "277854  2013      7   29    2314.0      104.0     153.0       99.0      B6   \n",
+       "278017  2013      7   30     744.0       72.0    1011.0       90.0      EV   \n",
+       "278130  2013      7   30     913.0       73.0    1148.0       55.0      B6   \n",
+       "278158  2013      7   30     950.0       80.0    1154.0       89.0      MQ   \n",
+       "278218  2013      7   30    1059.0      134.0    1255.0      131.0      US   \n",
+       "278278  2013      7   30    1204.0      107.0    1308.0      104.0      B6   \n",
+       "278281  2013      7   30    1208.0       98.0    1534.0      104.0      VX   \n",
+       "278335  2013      7   30    1328.0      195.0    1625.0      209.0      UA   \n",
+       "278349  2013      7   30    1344.0      364.0    1649.0      354.0      VX   \n",
+       "278356  2013      7   30    1352.0       62.0    1531.0       66.0      MQ   \n",
+       "278357  2013      7   30    1353.0       83.0    1516.0       75.0      9E   \n",
+       "278371  2013      7   30    1415.0      105.0    1549.0       90.0      EV   \n",
+       "278372  2013      7   30    1416.0      196.0    1553.0      180.0      EV   \n",
+       "278385  2013      7   30    1429.0       66.0    1724.0       50.0      UA   \n",
+       "278395  2013      7   30    1441.0       91.0    1645.0       73.0      FL   \n",
+       "278450  2013      7   30    1522.0       76.0    1714.0       66.0      EV   \n",
+       "278468  2013      7   30    1537.0       68.0    1644.0       64.0      EV   \n",
+       "278502  2013      7   30    1601.0       81.0    1803.0       76.0      B6   \n",
+       "278515  2013      7   30    1614.0      103.0    1738.0       93.0      EV   \n",
+       "278546  2013      7   30    1641.0       81.0    1956.0      102.0      UA   \n",
+       "278550  2013      7   30    1648.0       88.0    1905.0       84.0      EV   \n",
+       "278582  2013      7   30    1714.0      114.0    1835.0      110.0      EV   \n",
+       "278587  2013      7   30    1718.0       68.0    1836.0       36.0      AA   \n",
+       "278639  2013      7   30    1808.0       68.0    1944.0       81.0      US   \n",
+       "278641  2013      7   30    1811.0       64.0    1913.0       20.0      UA   \n",
+       "278650  2013      7   30    1818.0       68.0    2025.0       53.0      UA   \n",
+       "278659  2013      7   30    1822.0       91.0    1955.0       90.0      UA   \n",
+       "278674  2013      7   30    1835.0       67.0    2038.0       60.0      EV   \n",
+       "278693  2013      7   30    1857.0      122.0    2057.0      117.0      US   \n",
+       "278701  2013      7   30    1902.0       99.0    2055.0       87.0      EV   \n",
+       "278710  2013      7   30    1911.0       71.0    2115.0       36.0      DL   \n",
+       "278741  2013      7   30    1944.0      109.0    2257.0       97.0      AA   \n",
+       "278767  2013      7   30    2009.0       80.0    2210.0       66.0      EV   \n",
+       "278769  2013      7   30    2016.0      141.0    2119.0      118.0      B6   \n",
+       "278774  2013      7   30    2022.0      142.0    2338.0      128.0      B6   \n",
+       "278775  2013      7   30    2022.0      112.0    2336.0      101.0      UA   \n",
+       "278790  2013      7   30    2036.0       76.0    2316.0       38.0      UA   \n",
+       "278792  2013      7   30    2051.0       81.0    2211.0       82.0      EV   \n",
+       "278808  2013      7   30    2100.0      270.0      32.0      273.0      VX   \n",
+       "278838  2013      7   30    2146.0      127.0      24.0       94.0      UA   \n",
+       "278839  2013      7   30    2147.0       78.0    2342.0       54.0      EV   \n",
+       "278841  2013      7   30    2147.0      172.0     136.0      201.0      VX   \n",
+       "278844  2013      7   30    2157.0      162.0    2332.0      121.0      EV   \n",
+       "278847  2013      7   30    2205.0      276.0     122.0      267.0      VX   \n",
+       "278849  2013      7   30    2212.0       80.0    2359.0       61.0      EV   \n",
+       "278850  2013      7   30    2212.0      125.0      57.0      118.0      B6   \n",
+       "278853  2013      7   30    2248.0      198.0    2345.0      153.0      9E   \n",
+       "278856  2013      7   30    2258.0       72.0     134.0       64.0      B6   \n",
+       "278876  2013      7   31     132.0       93.0     510.0       80.0      B6   \n",
+       "279138  2013      7   31     924.0      196.0    1041.0      202.0      B6   \n",
+       "279142  2013      7   31     929.0       64.0    1159.0       55.0      DL   \n",
+       "279218  2013      7   31    1102.0       62.0    1433.0       86.0      UA   \n",
+       "279245  2013      7   31    1135.0      186.0    1300.0      176.0      MQ   \n",
+       "279252  2013      7   31    1148.0       78.0    1454.0       64.0      VX   \n",
+       "279377  2013      7   31    1420.0       65.0    1659.0       61.0      B6   \n",
+       "279424  2013      7   31    1459.0       74.0    1758.0       73.0      AA   \n",
+       "279444  2013      7   31    1517.0      104.0    1705.0       86.0      EV   \n",
+       "279449  2013      7   31    1523.0      293.0    1902.0      317.0      AA   \n",
+       "279471  2013      7   31    1542.0       73.0    1640.0       60.0      EV   \n",
+       "279498  2013      7   31    1559.0       79.0    1812.0       85.0      B6   \n",
+       "279512  2013      7   31    1607.0       67.0    1734.0       47.0      UA   \n",
+       "279527  2013      7   31    1624.0       94.0    1739.0       65.0      9E   \n",
+       "279529  2013      7   31    1626.0      117.0    2010.0      100.0      B6   \n",
+       "279537  2013      7   31    1630.0       70.0    1832.0       51.0      EV   \n",
+       "279542  2013      7   31    1637.0       62.0    1930.0       40.0      B6   \n",
+       "279552  2013      7   31    1649.0       89.0    1804.0       88.0      EV   \n",
+       "279623  2013      7   31    1747.0       97.0    1914.0       74.0      AA   \n",
+       "279624  2013      7   31    1750.0       65.0    1857.0       50.0      EV   \n",
+       "279635  2013      7   31    1758.0       82.0    1937.0       69.0      EV   \n",
+       "279651  2013      7   31    1814.0       69.0    1944.0       34.0      AA   \n",
+       "279690  2013      7   31    1850.0       75.0    2232.0      105.0      UA   \n",
+       "279726  2013      7   31    1924.0      180.0    2205.0      178.0      UA   \n",
+       "279731  2013      7   31    1927.0      142.0    2142.0      127.0      UA   \n",
+       "279764  2013      7   31    1959.0       81.0    2118.0       61.0      B6   \n",
+       "279767  2013      7   31    2002.0      233.0    2329.0      241.0      UA   \n",
+       "279778  2013      7   31    2015.0       66.0    2236.0       36.0      UA   \n",
+       "279789  2013      7   31    2026.0      124.0    2351.0      116.0      UA   \n",
+       "279795  2013      7   31    2036.0      136.0    2253.0      125.0      9E   \n",
+       "279796  2013      7   31    2038.0       68.0    2154.0       42.0      9E   \n",
+       "279799  2013      7   31    2044.0      144.0    2347.0      126.0      DL   \n",
+       "279821  2013      7   31    2104.0       64.0    2211.0       42.0      B6   \n",
+       "279825  2013      7   31    2113.0       93.0    2308.0       86.0      EV   \n",
+       "279853  2013      7   31    2204.0      119.0    2323.0       94.0      B6   \n",
+       "279854  2013      7   31    2205.0      100.0     115.0      114.0      B6   \n",
+       "279858  2013      7   31    2222.0      112.0    2334.0       88.0      9E   \n",
+       "279859  2013      7   31    2225.0      170.0       3.0      148.0      EV   \n",
+       "279860  2013      7   31    2231.0      471.0     118.0      449.0      DL   \n",
+       "279864  2013      7   31    2242.0       77.0      55.0       61.0      B6   \n",
+       "279868  2013      7   31    2325.0      154.0     221.0      143.0      B6   \n",
+       "279870  2013      7   31    2352.0       67.0      49.0       50.0      B6   \n",
+       "279875  2013      8    1      12.0      162.0     257.0      163.0      B6   \n",
+       "279877  2013      8    1      22.0      156.0     255.0      145.0      B6   \n",
+       "279878  2013      8    1      26.0      215.0     333.0      215.0      B6   \n",
+       "279880  2013      8    1      33.0      122.0     412.0      106.0      B6   \n",
+       "279881  2013      8    1      44.0      119.0     342.0      127.0      B6   \n",
+       "279883  2013      8    1      47.0      112.0     154.0      100.0      B6   \n",
+       "279884  2013      8    1      50.0      105.0     154.0      101.0      B6   \n",
+       "279885  2013      8    1      57.0      122.0     205.0      106.0      B6   \n",
+       "279886  2013      8    1     106.0      141.0     159.0      120.0      B6   \n",
+       "280141  2013      8    1     918.0      108.0    1344.0      135.0      B6   \n",
+       "280150  2013      8    1     929.0      209.0    1130.0      219.0      EV   \n",
+       "280181  2013      8    1    1001.0       61.0    1122.0       57.0      UA   \n",
+       "280186  2013      8    1    1008.0       78.0    1146.0       92.0      9E   \n",
+       "280247  2013      8    1    1125.0       77.0    1319.0       64.0      DL   \n",
+       "280272  2013      8    1    1155.0       80.0    1543.0      113.0      AA   \n",
+       "280288  2013      8    1    1217.0      137.0    1516.0      152.0      UA   \n",
+       "280308  2013      8    1    1249.0       74.0    1603.0       72.0      DL   \n",
+       "280342  2013      8    1    1341.0      161.0    1452.0      142.0      WN   \n",
+       "280366  2013      8    1    1425.0      137.0    1708.0      136.0      B6   \n",
+       "280392  2013      8    1    1456.0      102.0    1811.0      111.0      B6   \n",
+       "280396  2013      8    1    1458.0       93.0    1907.0       66.0      UA   \n",
+       "280400  2013      8    1    1504.0      184.0    1647.0      173.0      EV   \n",
+       "280411  2013      8    1    1513.0       98.0    1620.0       85.0      MQ   \n",
+       "280423  2013      8    1    1533.0       62.0    1631.0       26.0      EV   \n",
+       "280424  2013      8    1    1536.0      109.0    1822.0       98.0      DL   \n",
+       "280425  2013      8    1    1537.0      155.0    1655.0      157.0      EV   \n",
+       "280434  2013      8    1    1547.0      183.0    1707.0      191.0      EV   \n",
+       "280435  2013      8    1    1550.0      110.0    1657.0      103.0      US   \n",
+       "280441  2013      8    1    1601.0      115.0    1755.0      104.0      EV   \n",
+       "280445  2013      8    1    1605.0       65.0    1748.0       61.0      UA   \n",
+       "280447  2013      8    1    1610.0      113.0    1732.0      111.0      EV   \n",
+       "280453  2013      8    1    1614.0       84.0    1726.0       52.0      9E   \n",
+       "280454  2013      8    1    1614.0       79.0    1837.0      112.0      MQ   \n",
+       "280455  2013      8    1    1616.0      121.0    1822.0      113.0      DL   \n",
+       "280457  2013      8    1    1617.0      131.0    1819.0      131.0      EV   \n",
+       "280459  2013      8    1    1618.0       79.0    1923.0       75.0      UA   \n",
+       "280461  2013      8    1    1621.0       61.0    1826.0       45.0      EV   \n",
+       "280462  2013      8    1    1623.0      193.0    1900.0      208.0      FL   \n",
+       "280463  2013      8    1    1624.0      204.0    1911.0      211.0      AA   \n",
+       "280464  2013      8    1    1624.0      179.0    1934.0      178.0      UA   \n",
+       "280473  2013      8    1    1633.0       63.0    1936.0       46.0      DL   \n",
+       "280474  2013      8    1    1633.0       94.0    1827.0       93.0      EV   \n",
+       "280478  2013      8    1    1636.0      126.0    1752.0      114.0      FL   \n",
+       "280479  2013      8    1    1638.0       98.0    1837.0      104.0      US   \n",
+       "280482  2013      8    1    1641.0       81.0    1813.0       88.0      EV   \n",
+       "280488  2013      8    1    1647.0       78.0    1927.0       47.0      UA   \n",
+       "280489  2013      8    1    1648.0       93.0    1932.0       76.0      DL   \n",
+       "280490  2013      8    1    1651.0      111.0    1940.0      110.0      AA   \n",
+       "280493  2013      8    1    1652.0       72.0    1806.0       56.0      MQ   \n",
+       "280495  2013      8    1    1654.0      175.0    1855.0      179.0      US   \n",
+       "280497  2013      8    1    1658.0      115.0    1856.0      117.0      EV   \n",
+       "280501  2013      8    1    1704.0      136.0    1915.0      143.0      US   \n",
+       "280503  2013      8    1    1707.0       67.0    1938.0       54.0      DL   \n",
+       "280507  2013      8    1    1710.0      135.0    1856.0      115.0      9E   \n",
+       "280508  2013      8    1    1710.0       61.0    2013.0       45.0      UA   \n",
+       "280509  2013      8    1    1711.0      137.0    1922.0      132.0      EV   \n",
+       "280511  2013      8    1    1714.0      104.0    1825.0       95.0      WN   \n",
+       "280513  2013      8    1    1720.0      155.0    2009.0      142.0      B6   \n",
+       "280514  2013      8    1    1722.0      147.0    2056.0      146.0      AA   \n",
+       "280516  2013      8    1    1724.0      114.0    2042.0      122.0      DL   \n",
+       "280519  2013      8    1    1726.0       81.0    1828.0       48.0      AA   \n",
+       "280520  2013      8    1    1726.0      167.0    1917.0      153.0      DL   \n",
+       "280522  2013      8    1    1726.0       87.0    1909.0       90.0      EV   \n",
+       "280525  2013      8    1    1728.0      179.0    2051.0      232.0      MQ   \n",
+       "280527  2013      8    1    1729.0      104.0    2028.0       88.0      AA   \n",
+       "280530  2013      8    1    1730.0      185.0    2005.0      220.0      EV   \n",
+       "280531  2013      8    1    1730.0       61.0    1927.0       34.0      US   \n",
+       "280533  2013      8    1    1731.0      171.0    2104.0      195.0      DL   \n",
+       "280535  2013      8    1    1732.0       93.0    2002.0       94.0      9E   \n",
+       "280538  2013      8    1    1734.0      125.0    2039.0      138.0      B6   \n",
+       "280542  2013      8    1    1738.0       78.0    2052.0       67.0      AA   \n",
+       "280543  2013      8    1    1738.0      123.0    2043.0      113.0      B6   \n",
+       "280546  2013      8    1    1742.0      118.0    1904.0       92.0      UA   \n",
+       "280548  2013      8    1    1744.0      176.0    2019.0      182.0      EV   \n",
+       "280552  2013      8    1    1754.0       99.0    2016.0       76.0      9E   \n",
+       "280554  2013      8    1    1755.0       79.0    1915.0       70.0      B6   \n",
+       "280558  2013      8    1    1758.0      118.0    2137.0      168.0      B6   \n",
+       "280560  2013      8    1    1805.0      120.0    2126.0      121.0      DL   \n",
+       "280561  2013      8    1    1810.0      105.0    2203.0      155.0      B6   \n",
+       "280562  2013      8    1    1811.0       91.0    1958.0      103.0      MQ   \n",
+       "280563  2013      8    1    1811.0       69.0    2046.0       43.0      UA   \n",
+       "280566  2013      8    1    1819.0      140.0    2145.0      143.0      DL   \n",
+       "280567  2013      8    1    1821.0      151.0    1943.0      114.0      9E   \n",
+       "280570  2013      8    1    1827.0      208.0    2115.0      218.0      DL   \n",
+       "280571  2013      8    1    1827.0       62.0    2141.0       79.0      DL   \n",
+       "280576  2013      8    1    1834.0      125.0    2150.0      143.0      B6   \n",
+       "280577  2013      8    1    1835.0      125.0    2031.0      115.0      DL   \n",
+       "280578  2013      8    1    1835.0      100.0    2136.0      116.0      UA   \n",
+       "280584  2013      8    1    1842.0       97.0    2209.0      109.0      AA   \n",
+       "280590  2013      8    1    1848.0      108.0    1953.0       67.0      UA   \n",
+       "280592  2013      8    1    1851.0       66.0    2055.0       90.0      MQ   \n",
+       "280593  2013      8    1    1852.0      107.0    2014.0       64.0      AA   \n",
+       "280595  2013      8    1    1854.0       79.0    2200.0       72.0      B6   \n",
+       "280596  2013      8    1    1854.0       69.0    2122.0       72.0      DL   \n",
+       "280597  2013      8    1    1854.0      115.0    2135.0      126.0      UA   \n",
+       "280598  2013      8    1    1854.0      115.0    2028.0      123.0      UA   \n",
+       "280599  2013      8    1    1855.0       80.0    2040.0       85.0      WN   \n",
+       "280600  2013      8    1    1856.0      100.0    1959.0       71.0      B6   \n",
+       "280602  2013      8    1    1857.0      177.0    2056.0      189.0      EV   \n",
+       "280606  2013      8    1    1901.0       86.0    2130.0      122.0      US   \n",
+       "280607  2013      8    1    1903.0      101.0    2015.0       77.0      B6   \n",
+       "280608  2013      8    1    1903.0       64.0    2207.0       69.0      UA   \n",
+       "280609  2013      8    1    1904.0      124.0    2141.0      121.0      DL   \n",
+       "280610  2013      8    1    1907.0      137.0    2113.0      134.0      DL   \n",
+       "280611  2013      8    1    1907.0      107.0    2125.0      113.0      EV   \n",
+       "280612  2013      8    1    1908.0       80.0    2203.0       88.0      B6   \n",
+       "280613  2013      8    1    1911.0       71.0    2230.0       88.0      B6   \n",
+       "280617  2013      8    1    1913.0      203.0    2202.0      237.0      WN   \n",
+       "280618  2013      8    1    1913.0      134.0    2101.0      158.0      EV   \n",
+       "280620  2013      8    1    1914.0      105.0    2247.0      112.0      VX   \n",
+       "280622  2013      8    1    1917.0      134.0    2128.0      165.0      EV   \n",
+       "280623  2013      8    1    1917.0       77.0    2125.0       95.0      MQ   \n",
+       "280625  2013      8    1    1922.0       82.0    2245.0       75.0      B6   \n",
+       "280626  2013      8    1    1922.0      167.0    2115.0      162.0      EV   \n",
+       "280627  2013      8    1    1922.0      107.0    2232.0      105.0      UA   \n",
+       "280628  2013      8    1    1923.0       84.0    2230.0       84.0      DL   \n",
+       "280632  2013      8    1    1924.0       84.0    2034.0       77.0      US   \n",
+       "280637  2013      8    1    1929.0      139.0    2212.0      127.0      AA   \n",
+       "280638  2013      8    1    1931.0       66.0    2235.0       48.0      AS   \n",
+       "280640  2013      8    1    1931.0       66.0    2236.0       75.0      UA   \n",
+       "280643  2013      8    1    1936.0      126.0    2137.0      117.0      DL   \n",
+       "280644  2013      8    1    1936.0      156.0      27.0        NaN      MQ   \n",
+       "280646  2013      8    1    1937.0      115.0    2054.0      106.0      UA   \n",
+       "280648  2013      8    1    1940.0      160.0    2222.0      179.0      9E   \n",
+       "280650  2013      8    1    1943.0      133.0    2227.0      156.0      F9   \n",
+       "280652  2013      8    1    1945.0      162.0    2143.0      152.0      US   \n",
+       "280654  2013      8    1    1949.0      214.0    2208.0      217.0      DL   \n",
+       "280655  2013      8    1    1950.0      139.0    2110.0      141.0      B6   \n",
+       "280656  2013      8    1    1950.0       93.0    2228.0       90.0      UA   \n",
+       "280658  2013      8    1    1952.0       92.0    2332.0      111.0      DL   \n",
+       "280659  2013      8    1    1953.0      234.0    2140.0      250.0      B6   \n",
+       "280662  2013      8    1    1957.0       87.0    2136.0      101.0      MQ   \n",
+       "280663  2013      8    1    2000.0      195.0    2133.0      198.0      WN   \n",
+       "280664  2013      8    1    2000.0       95.0    2131.0       82.0      EV   \n",
+       "280668  2013      8    1    2005.0      176.0    2238.0      164.0      B6   \n",
+       "280671  2013      8    1    2011.0      106.0    2138.0       93.0      MQ   \n",
+       "280673  2013      8    1    2014.0      104.0    2323.0      104.0      UA   \n",
+       "280674  2013      8    1    2015.0       97.0    2152.0       95.0      B6   \n",
+       "280675  2013      8    1    2015.0      191.0    2251.0      179.0      UA   \n",
+       "280677  2013      8    1    2016.0      141.0    2218.0      128.0      MQ   \n",
+       "280679  2013      8    1    2024.0      119.0    2234.0      122.0      DL   \n",
+       "280680  2013      8    1    2024.0      122.0    2344.0      109.0      UA   \n",
+       "280682  2013      8    1    2026.0       66.0    2148.0       48.0      AA   \n",
+       "280685  2013      8    1    2028.0      118.0    2203.0      143.0      MQ   \n",
+       "280687  2013      8    1    2032.0       97.0    2337.0       92.0      VX   \n",
+       "280688  2013      8    1    2032.0       62.0    2139.0       48.0      EV   \n",
+       "280689  2013      8    1    2035.0      125.0    2253.0      118.0      WN   \n",
+       "280691  2013      8    1    2036.0      141.0    2253.0      126.0      DL   \n",
+       "280693  2013      8    1    2038.0      189.0    2159.0      184.0      EV   \n",
+       "280694  2013      8    1    2039.0      100.0    2249.0       88.0      FL   \n",
+       "280696  2013      8    1    2040.0      145.0    2158.0      133.0      WN   \n",
+       "280697  2013      8    1    2041.0       66.0    2355.0       53.0      DL   \n",
+       "280700  2013      8    1    2041.0       72.0    2315.0       63.0      UA   \n",
+       "280703  2013      8    1    2044.0       74.0    2359.0       80.0      DL   \n",
+       "280704  2013      8    1    2045.0      165.0    2204.0      154.0      WN   \n",
+       "280705  2013      8    1    2050.0       85.0    2356.0       73.0      DL   \n",
+       "280708  2013      8    1    2053.0      193.0    2319.0      184.0      WN   \n",
+       "280709  2013      8    1    2054.0      179.0    2219.0      178.0      B6   \n",
+       "280710  2013      8    1    2054.0      144.0    2354.0      134.0      B6   \n",
+       "280722  2013      8    1    2102.0       62.0      18.0       63.0      AA   \n",
+       "280723  2013      8    1    2102.0      123.0    2359.0      132.0      B6   \n",
+       "280725  2013      8    1    2103.0      163.0    2225.0      133.0      UA   \n",
+       "280726  2013      8    1    2108.0       98.0    2331.0       76.0      DL   \n",
+       "280727  2013      8    1    2112.0       96.0       9.0       96.0      B6   \n",
+       "280728  2013      8    1    2114.0       74.0    2324.0       54.0      DL   \n",
+       "280729  2013      8    1    2115.0       80.0    2252.0       67.0      MQ   \n",
+       "280731  2013      8    1    2116.0      273.0    2315.0      248.0      EV   \n",
+       "280732  2013      8    1    2117.0      102.0    2331.0      109.0      9E   \n",
+       "280734  2013      8    1    2123.0      208.0    2344.0      179.0      AA   \n",
+       "280740  2013      8    1    2128.0       87.0      25.0       91.0      B6   \n",
+       "280747  2013      8    1    2139.0      153.0    2300.0      148.0      UA   \n",
+       "280748  2013      8    1    2140.0      130.0      22.0      110.0      DL   \n",
+       "280749  2013      8    1    2140.0      270.0       9.0      249.0      WN   \n",
+       "280752  2013      8    1    2142.0      112.0    2346.0       91.0      EV   \n",
+       "280753  2013      8    1    2142.0      127.0    2345.0      145.0      MQ   \n",
+       "280756  2013      8    1    2152.0       82.0    2313.0       71.0      FL   \n",
+       "280760  2013      8    1    2154.0      158.0      38.0      144.0      B6   \n",
+       "280761  2013      8    1    2155.0      200.0    2342.0      176.0      DL   \n",
+       "280762  2013      8    1    2156.0      156.0    2348.0      145.0      EV   \n",
+       "280763  2013      8    1    2157.0      263.0       1.0      245.0      FL   \n",
+       "280764  2013      8    1    2200.0       61.0    2329.0       64.0      UA   \n",
+       "280765  2013      8    1    2202.0      187.0     211.0      236.0      VX   \n",
+       "280766  2013      8    1    2203.0      148.0    2354.0      139.0      EV   \n",
+       "280767  2013      8    1    2204.0       65.0       5.0       43.0      DL   \n",
+       "280768  2013      8    1    2206.0      241.0      27.0      227.0      DL   \n",
+       "280770  2013      8    1    2208.0      228.0      45.0      237.0      9E   \n",
+       "280771  2013      8    1    2209.0      329.0    2330.0      317.0      9E   \n",
+       "280773  2013      8    1    2211.0      156.0     103.0      160.0      9E   \n",
+       "280774  2013      8    1    2217.0      167.0     103.0      159.0      DL   \n",
+       "280776  2013      8    1    2221.0      111.0    2338.0      103.0      WN   \n",
+       "280777  2013      8    1    2223.0      203.0      35.0      183.0      DL   \n",
+       "280778  2013      8    1    2226.0       86.0     114.0       98.0      B6   \n",
+       "280779  2013      8    1    2227.0       88.0    2355.0       95.0      EV   \n",
+       "280781  2013      8    1    2233.0       98.0     102.0       98.0      EV   \n",
+       "280782  2013      8    1    2235.0      156.0    2358.0      132.0      EV   \n",
+       "280783  2013      8    1    2237.0       72.0     120.0       86.0      B6   \n",
+       "280785  2013      8    1    2244.0      135.0      57.0      129.0      EV   \n",
+       "280786  2013      8    1    2250.0       80.0    2400.0       75.0      MQ   \n",
+       "280787  2013      8    1    2257.0      102.0     255.0       84.0      DL   \n",
+       "280788  2013      8    1    2259.0      149.0      16.0      130.0      9E   \n",
+       "280789  2013      8    1    2259.0       94.0     112.0       93.0      B6   \n",
+       "280790  2013      8    1    2300.0      235.0    2400.0      195.0      WN   \n",
+       "280791  2013      8    1    2301.0       66.0     137.0       54.0      B6   \n",
+       "280792  2013      8    1    2303.0       93.0     133.0       94.0      B6   \n",
+       "280793  2013      8    1    2307.0       68.0      10.0       43.0      EV   \n",
+       "280794  2013      8    1    2308.0      139.0     217.0      149.0      B6   \n",
+       "280795  2013      8    1    2308.0       99.0      44.0       78.0      EV   \n",
+       "280796  2013      8    1    2308.0      158.0      29.0      138.0      EV   \n",
+       "280797  2013      8    1    2309.0      144.0     112.0      124.0      9E   \n",
+       "280798  2013      8    1    2310.0      111.0     136.0      102.0      B6   \n",
+       "280799  2013      8    1    2311.0      372.0     117.0      358.0      DL   \n",
+       "280800  2013      8    1    2314.0      193.0     210.0      185.0      VX   \n",
+       "280801  2013      8    1    2315.0       85.0     239.0       99.0      AA   \n",
+       "280804  2013      8    1    2340.0      125.0     232.0      122.0      B6   \n",
+       "280805  2013      8    1    2352.0      143.0      49.0      119.0      EV   \n",
+       "280806  2013      8    1    2358.0       73.0     112.0       71.0      B6   \n",
+       "281006  2013      8    2     744.0       61.0     944.0       49.0      EV   \n",
+       "281037  2013      8    2     803.0       64.0    1050.0       68.0      B6   \n",
+       "281039  2013      8    2     806.0       96.0    1122.0      118.0      B6   \n",
+       "281199  2013      8    2    1056.0       66.0    1328.0       68.0      VX   \n",
+       "281213  2013      8    2    1113.0       73.0    1434.0       87.0      UA   \n",
+       "281228  2013      8    2    1135.0       66.0    1402.0       83.0      US   \n",
+       "281268  2013      8    2    1213.0      193.0    1425.0      185.0      DL   \n",
+       "281271  2013      8    2    1217.0       93.0    1421.0       95.0      EV   \n",
+       "281276  2013      8    2    1232.0       82.0    1343.0       58.0      WN   \n",
+       "281309  2013      8    2    1306.0      187.0    1536.0      191.0      B6   \n",
+       "281310  2013      8    2    1308.0      368.0    1531.0      351.0      AA   \n",
+       "281339  2013      8    2    1343.0       98.0    1552.0       82.0      MQ   \n",
+       "281380  2013      8    2    1445.0       88.0    1645.0       77.0      EV   \n",
+       "281407  2013      8    2    1502.0      122.0    1731.0      111.0      AA   \n",
+       "281427  2013      8    2    1521.0      103.0    1841.0      127.0      B6   \n",
+       "281431  2013      8    2    1524.0      129.0    1841.0      163.0      B6   \n",
+       "281436  2013      8    2    1529.0       78.0    1815.0       73.0      B6   \n",
+       "281455  2013      8    2    1547.0      157.0    1828.0      148.0      UA   \n",
+       "281468  2013      8    2    1556.0       68.0    1807.0       50.0      EV   \n",
+       "281475  2013      8    2    1600.0       95.0    1743.0       78.0      EV   \n",
+       "281486  2013      8    2    1606.0       96.0    1932.0      127.0      B6   \n",
+       "281494  2013      8    2    1614.0       79.0    1837.0      112.0      MQ   \n",
+       "281496  2013      8    2    1617.0       67.0    1834.0       60.0      EV   \n",
+       "281508  2013      8    2    1629.0       64.0    1812.0       47.0      MQ   \n",
+       "281509  2013      8    2    1632.0       72.0    1757.0       81.0      EV   \n",
+       "281524  2013      8    2    1647.0       77.0    2011.0       81.0      DL   \n",
+       "281526  2013      8    2    1650.0      260.0    1828.0      267.0      9E   \n",
+       "281536  2013      8    2    1656.0       66.0    1916.0       71.0      WN   \n",
+       "281539  2013      8    2    1658.0       68.0    1911.0       79.0      EV   \n",
+       "281542  2013      8    2    1702.0       77.0    1902.0       76.0      EV   \n",
+       "281556  2013      8    2    1716.0       77.0    1841.0       62.0      EV   \n",
+       "281560  2013      8    2    1719.0      149.0    1907.0      153.0      9E   \n",
+       "281562  2013      8    2    1721.0       64.0    1914.0       63.0      EV   \n",
+       "281590  2013      8    2    1739.0       69.0    1936.0       51.0      MQ   \n",
+       "281595  2013      8    2    1744.0       79.0    1914.0       59.0      MQ   \n",
+       "281600  2013      8    2    1750.0      120.0    1935.0      106.0      9E   \n",
+       "281606  2013      8    2    1753.0       78.0    1948.0       75.0      EV   \n",
+       "281617  2013      8    2    1808.0       87.0    2031.0       78.0      EV   \n",
+       "281621  2013      8    2    1810.0       65.0    2040.0       90.0      AA   \n",
+       "281625  2013      8    2    1811.0       61.0    2041.0       41.0      WN   \n",
+       "281627  2013      8    2    1812.0       72.0    2002.0       76.0      UA   \n",
+       "281639  2013      8    2    1823.0      148.0    1959.0      139.0      WN   \n",
+       "281657  2013      8    2    1833.0       88.0    2107.0       92.0      UA   \n",
+       "281658  2013      8    2    1835.0       85.0    2051.0       89.0      UA   \n",
+       "281660  2013      8    2    1837.0       82.0    2105.0       73.0      9E   \n",
+       "281662  2013      8    2    1839.0      100.0    2116.0      163.0      UA   \n",
+       "281664  2013      8    2    1840.0      200.0    2031.0      201.0      AA   \n",
+       "281700  2013      8    2    1918.0       73.0    2126.0       46.0      DL   \n",
+       "281742  2013      8    2    2000.0       95.0    2206.0       80.0      9E   \n",
+       "281766  2013      8    2    2031.0      201.0    2316.0      191.0      AA   \n",
+       "281770  2013      8    2    2037.0       82.0    2218.0       47.0      EV   \n",
+       "281774  2013      8    2    2039.0       99.0       2.0       96.0      DL   \n",
+       "281777  2013      8    2    2042.0       72.0    2300.0       70.0      EV   \n",
+       "281787  2013      8    2    2057.0       87.0      24.0       96.0      B6   \n",
+       "281802  2013      8    2    2115.0      255.0    2310.0      227.0      9E   \n",
+       "281807  2013      8    2    2125.0      175.0    2231.0      171.0      MQ   \n",
+       "281825  2013      8    2    2200.0       91.0      56.0       76.0      UA   \n",
+       "281826  2013      8    2    2202.0       63.0    2337.0       48.0      EV   \n",
+       "281828  2013      8    2    2211.0       71.0    2348.0       58.0      MQ   \n",
+       "281829  2013      8    2    2212.0       73.0    2315.0       55.0      EV   \n",
+       "281831  2013      8    2    2216.0       68.0      42.0       43.0      UA   \n",
+       "281835  2013      8    2    2220.0      165.0    2400.0      145.0      EV   \n",
+       "281838  2013      8    2    2238.0      105.0     111.0       76.0      UA   \n",
+       "281840  2013      8    2    2242.0      187.0      18.0      156.0      9E   \n",
+       "281842  2013      8    2    2245.0      265.0     109.0      261.0      9E   \n",
+       "281848  2013      8    2    2301.0       71.0     144.0       59.0      B6   \n",
+       "281849  2013      8    2    2304.0       79.0     129.0       71.0      B6   \n",
+       "281851  2013      8    2    2307.0       81.0     205.0       95.0      B6   \n",
+       "281853  2013      8    2    2357.0      238.0     116.0      210.0      EV   \n",
+       "281874  2013      8    3       2.0      277.0     243.0      243.0      DL   \n",
+       "281876  2013      8    3     148.0      109.0     524.0      100.0      B6   \n",
+       "281982  2013      8    3     744.0       74.0     914.0       70.0      UA   \n",
+       "282132  2013      8    3    1034.0      154.0    1209.0      151.0      B6   \n",
+       "282133  2013      8    3    1034.0      105.0    1345.0      111.0      UA   \n",
+       "282135  2013      8    3    1037.0       87.0    1214.0       68.0      EV   \n",
+       "282138  2013      8    3    1045.0      195.0    1318.0      215.0      EV   \n",
+       "282141  2013      8    3    1050.0      155.0    1143.0      133.0      MQ   \n",
+       "282165  2013      8    3    1126.0      296.0    1254.0      304.0      WN   \n",
+       "282178  2013      8    3    1147.0       67.0    1244.0       58.0      B6   \n",
+       "282179  2013      8    3    1149.0       79.0    1503.0       88.0      AA   \n",
+       "282189  2013      8    3    1158.0      178.0    1455.0      172.0      DL   \n",
+       "282197  2013      8    3    1205.0       90.0    1531.0      101.0      AA   \n",
+       "282215  2013      8    3    1240.0      130.0    1520.0      119.0      UA   \n",
+       "282250  2013      8    3    1323.0       78.0    1535.0       65.0      MQ   \n",
+       "282251  2013      8    3    1324.0       99.0    1528.0      108.0      MQ   \n",
+       "282253  2013      8    3    1327.0      212.0    1544.0      212.0      EV   \n",
+       "282261  2013      8    3    1333.0      133.0    1443.0      133.0      B6   \n",
+       "282265  2013      8    3    1337.0      382.0    1436.0      361.0      WN   \n",
+       "282277  2013      8    3    1354.0      119.0    1458.0      108.0      MQ   \n",
+       "282353  2013      8    3    1521.0      411.0    1752.0      403.0      B6   \n",
+       "282377  2013      8    3    1549.0       80.0    2007.0       97.0      B6   \n",
+       "282380  2013      8    3    1552.0       83.0    1804.0       65.0      MQ   \n",
+       "282392  2013      8    3    1601.0       66.0    1820.0      105.0      MQ   \n",
+       "282401  2013      8    3    1611.0       76.0    1826.0       87.0      9E   \n",
+       "282417  2013      8    3    1622.0       82.0    1956.0      118.0      B6   \n",
+       "282437  2013      8    3    1645.0      215.0    1904.0      217.0      EV   \n",
+       "282447  2013      8    3    1656.0       86.0    1937.0      102.0      MQ   \n",
+       "282463  2013      8    3    1710.0      135.0    1940.0      175.0      MQ   \n",
+       "282475  2013      8    3    1719.0      184.0    1912.0      218.0      EV   \n",
+       "282485  2013      8    3    1730.0       95.0    1920.0       96.0      B6   \n",
+       "282492  2013      8    3    1740.0      101.0    2055.0       96.0      DL   \n",
+       "282496  2013      8    3    1742.0       62.0    1852.0       37.0      WN   \n",
+       "282503  2013      8    3    1758.0      113.0    1918.0       74.0      EV   \n",
+       "282512  2013      8    3    1809.0      104.0    2002.0       92.0      9E   \n",
+       "282517  2013      8    3    1821.0      111.0    1953.0       83.0      MQ   \n",
+       "282528  2013      8    3    1828.0      218.0    1946.0      192.0      EV   \n",
+       "282539  2013      8    3    1848.0      102.0    2310.0      119.0      B6   \n",
+       "282559  2013      8    3    1907.0      107.0    2016.0       76.0      B6   \n",
+       "282590  2013      8    3    1944.0      137.0    2106.0      124.0      EV   \n",
+       "282618  2013      8    3    2031.0       62.0    2219.0       26.0      9E   \n",
+       "282631  2013      8    3    2059.0      179.0    2259.0      141.0      DL   \n",
+       "282636  2013      8    3    2113.0      248.0    2351.0      231.0      DL   \n",
+       "282641  2013      8    3    2121.0       91.0    2348.0       59.0      UA   \n",
+       "282645  2013      8    3    2130.0       80.0    2248.0       74.0      B6   \n",
+       "282646  2013      8    3    2133.0      183.0    2253.0      148.0      EV   \n",
+       "282659  2013      8    3    2227.0       62.0      38.0       59.0      B6   \n",
+       "282661  2013      8    3    2238.0      122.0    2358.0      113.0      B6   \n",
+       "282668  2013      8    3    2257.0      270.0      52.0      259.0      US   \n",
+       "282670  2013      8    3    2321.0      116.0     146.0      112.0      B6   \n",
+       "282671  2013      8    3    2322.0       87.0     154.0       71.0      B6   \n",
+       "282934  2013      8    4    1012.0      212.0    1427.0      227.0      AA   \n",
+       "282939  2013      8    4    1018.0       77.0    1328.0       84.0      B6   \n",
+       "283094  2013      8    4    1335.0      107.0    1616.0      111.0      UA   \n",
+       "283191  2013      8    4    1524.0      209.0    1807.0      227.0      WN   \n",
+       "283204  2013      8    4    1535.0       65.0    1853.0       78.0      B6   \n",
+       "283215  2013      8    4    1543.0      138.0    1957.0      116.0      UA   \n",
+       "283230  2013      8    4    1556.0       71.0    1839.0       79.0      B6   \n",
+       "283251  2013      8    4    1610.0       65.0    1816.0       47.0      EV   \n",
+       "283256  2013      8    4    1615.0       75.0    1923.0       88.0      AA   \n",
+       "283260  2013      8    4    1617.0       98.0    1908.0      144.0      DL   \n",
+       "283263  2013      8    4    1619.0       94.0    1825.0      103.0      9E   \n",
+       "283286  2013      8    4    1641.0       74.0    1809.0       68.0      UA   \n",
+       "283307  2013      8    4    1705.0      115.0    1846.0      131.0      MQ   \n",
+       "283323  2013      8    4    1718.0      103.0    1954.0       85.0      UA   \n",
+       "283355  2013      8    4    1744.0       89.0    1935.0       90.0      9E   \n",
+       "283373  2013      8    4    1800.0      150.0    2140.0      165.0      AA   \n",
+       "283379  2013      8    4    1809.0      194.0    2059.0      254.0      MQ   \n",
+       "283384  2013      8    4    1815.0      108.0    1958.0      105.0      EV   \n",
+       "283413  2013      8    4    1843.0       83.0    2104.0       81.0      UA   \n",
+       "283414  2013      8    4    1844.0      129.0    2117.0       99.0      B6   \n",
+       "283418  2013      8    4    1850.0       75.0    2105.0       88.0      YV   \n",
+       "283440  2013      8    4    1909.0       69.0    2210.0       68.0      B6   \n",
+       "283456  2013      8    4    1928.0       62.0    2057.0       39.0      UA   \n",
+       "283458  2013      8    4    1929.0       69.0    2158.0       70.0      9E   \n",
+       "283479  2013      8    4    1948.0      156.0    2233.0      149.0      UA   \n",
+       "283481  2013      8    4    1951.0      211.0    2206.0      193.0      9E   \n",
+       "283492  2013      8    4    2001.0       91.0    2300.0       94.0      UA   \n",
+       "283500  2013      8    4    2023.0      173.0    2220.0      160.0      DL   \n",
+       "283525  2013      8    4    2053.0       78.0    2246.0       64.0      EV   \n",
+       "283529  2013      8    4    2058.0       83.0    2257.0       34.0      9E   \n",
+       "283535  2013      8    4    2104.0       63.0    2351.0       57.0      B6   \n",
+       "283538  2013      8    4    2109.0      149.0    2335.0      101.0      UA   \n",
+       "283541  2013      8    4    2113.0       63.0    2242.0       56.0      UA   \n",
+       "283543  2013      8    4    2119.0      319.0    2307.0      292.0      MQ   \n",
+       "283547  2013      8    4    2124.0       77.0    2354.0       55.0      B6   \n",
+       "283563  2013      8    4    2136.0      121.0    2306.0      106.0      MQ   \n",
+       "283564  2013      8    4    2137.0       97.0    2344.0       74.0      DL   \n",
+       "283568  2013      8    4    2146.0      107.0    2316.0       90.0      EV   \n",
+       "283569  2013      8    4    2146.0       88.0      19.0       58.0      UA   \n",
+       "283570  2013      8    4    2147.0       62.0    2334.0       26.0      9E   \n",
+       "283571  2013      8    4    2150.0      100.0    2308.0       94.0      B6   \n",
+       "283579  2013      8    4    2157.0      172.0    2329.0      146.0      9E   \n",
+       "283586  2013      8    4    2214.0      129.0    2343.0      114.0      B6   \n",
+       "283589  2013      8    4    2216.0      106.0    2329.0       83.0      9E   \n",
+       "283591  2013      8    4    2220.0      190.0     123.0      165.0      DL   \n",
+       "283593  2013      8    4    2223.0       67.0    2354.0       65.0      B6   \n",
+       "283601  2013      8    4    2254.0       95.0     111.0       77.0      B6   \n",
+       "283604  2013      8    4    2321.0      150.0     229.0      151.0      B6   \n",
+       "283614  2013      8    5     111.0       72.0     501.0       77.0      B6   \n",
+       "283743  2013      8    5     733.0       63.0     846.0       56.0      EV   \n",
+       "283780  2013      8    5     758.0       68.0    1035.0       64.0      B6   \n",
+       "283882  2013      8    5     932.0      163.0    1034.0      144.0      UA   \n",
+       "283900  2013      8    5     952.0      232.0    1124.0      253.0      EV   \n",
+       "283989  2013      8    5    1143.0      223.0    1416.0      192.0      B6   \n",
+       "283992  2013      8    5    1145.0      100.0    1255.0       95.0      MQ   \n",
+       "284024  2013      8    5    1222.0      113.0    1457.0      107.0      B6   \n",
+       "284046  2013      8    5    1247.0      112.0    1634.0      109.0      B6   \n",
+       "284132  2013      8    5    1438.0       98.0    1659.0      100.0      EV   \n",
+       "284220  2013      8    5    1546.0      151.0    1833.0      155.0      B6   \n",
+       "284282  2013      8    5    1642.0       87.0    1929.0       73.0      DL   \n",
+       "284350  2013      8    5    1735.0      120.0    2016.0       86.0      B6   \n",
+       "284351  2013      8    5    1737.0       91.0    2006.0       57.0      B6   \n",
+       "284367  2013      8    5    1745.0       70.0    1948.0       75.0      EV   \n",
+       "284384  2013      8    5    1808.0      108.0    2023.0       81.0      DL   \n",
+       "284387  2013      8    5    1812.0       72.0    2058.0       40.0      DL   \n",
+       "284407  2013      8    5    1830.0      181.0    2148.0      207.0      B6   \n",
+       "284446  2013      8    5    1901.0       61.0    2036.0       46.0      MQ   \n",
+       "284459  2013      8    5    1917.0      397.0    2226.0      401.0      UA   \n",
+       "284487  2013      8    5    1944.0      144.0    2227.0      122.0      AA   \n",
+       "284488  2013      8    5    1945.0      286.0    2212.0      250.0      UA   \n",
+       "284513  2013      8    5    2021.0      147.0    2159.0      174.0      EV   \n",
+       "284518  2013      8    5    2025.0       75.0    2335.0       89.0      UA   \n",
+       "284520  2013      8    5    2029.0      149.0    2205.0      155.0      WN   \n",
+       "284525  2013      8    5    2035.0       65.0      16.0       72.0      UA   \n",
+       "284527  2013      8    5    2038.0      208.0      10.0      235.0      AA   \n",
+       "284528  2013      8    5    2038.0       68.0    2319.0       40.0      DL   \n",
+       "284529  2013      8    5    2040.0       70.0    2330.0       58.0      DL   \n",
+       "284533  2013      8    5    2043.0       61.0    2237.0       97.0      EV   \n",
+       "284534  2013      8    5    2044.0      134.0      30.0      155.0      UA   \n",
+       "284553  2013      8    5    2100.0      161.0    2342.0      144.0      B6   \n",
+       "284564  2013      8    5    2115.0      195.0       6.0      184.0      B6   \n",
+       "284566  2013      8    5    2116.0       96.0       9.0       74.0      B6   \n",
+       "284577  2013      8    5    2133.0      118.0    2305.0      105.0      MQ   \n",
+       "284591  2013      8    5    2206.0      171.0      38.0      128.0      AA   \n",
+       "284595  2013      8    5    2223.0       64.0      50.0       56.0      B6   \n",
+       "284598  2013      8    5    2242.0      133.0     157.0      118.0      B6   \n",
+       "284600  2013      8    5    2244.0      104.0     154.0       92.0      DL   \n",
+       "284604  2013      8    5    2255.0      135.0    2359.0      125.0      B6   \n",
+       "284605  2013      8    5    2255.0       70.0     133.0       75.0      B6   \n",
+       "284606  2013      8    5    2300.0       74.0     129.0       59.0      B6   \n",
+       "284609  2013      8    5    2337.0      142.0     319.0      108.0      DL   \n",
+       "284613  2013      8    6     114.0       75.0     449.0       65.0      B6   \n",
+       "284830  2013      8    6     839.0       64.0    1117.0       57.0      WN   \n",
+       "284886  2013      8    6     941.0       66.0    1202.0       42.0      B6   \n",
+       "284905  2013      8    6    1000.0       93.0    1231.0       69.0      UA   \n",
+       "284913  2013      8    6    1010.0      135.0    1118.0      123.0      MQ   \n",
+       "284937  2013      8    6    1033.0      103.0    1134.0       80.0      9E   \n",
+       "284971  2013      8    6    1121.0       81.0    1301.0       96.0      EV   \n",
+       "284975  2013      8    6    1135.0       96.0    1331.0       84.0      EV   \n",
+       "284989  2013      8    6    1151.0      178.0    1350.0      155.0      UA   \n",
+       "285009  2013      8    6    1207.0       72.0    1508.0       57.0      DL   \n",
+       "285027  2013      8    6    1239.0      115.0    1446.0      120.0      EV   \n",
+       "285053  2013      8    6    1300.0       67.0    1520.0       59.0      EV   \n",
+       "285061  2013      8    6    1314.0       79.0    1424.0       61.0      EV   \n",
+       "285064  2013      8    6    1315.0       75.0    1429.0       73.0      US   \n",
+       "285109  2013      8    6    1423.0       62.0    1555.0       40.0      EV   \n",
+       "285113  2013      8    6    1430.0       95.0    1605.0       85.0      MQ   \n",
+       "285118  2013      8    6    1436.0      180.0    1647.0      189.0      YV   \n",
+       "285130  2013      8    6    1446.0       68.0    1730.0       56.0      B6   \n",
+       "285158  2013      8    6    1457.0       78.0    1610.0       73.0      EV   \n",
+       "285175  2013      8    6    1509.0       96.0    1714.0       95.0      EV   \n",
+       "285224  2013      8    6    1556.0       68.0    1808.0       51.0      EV   \n",
+       "285242  2013      8    6    1611.0      102.0    2013.0      103.0      B6   \n",
+       "285247  2013      8    6    1616.0      106.0    1903.0       88.0      B6   \n",
+       "285250  2013      8    6    1618.0      128.0    1829.0      119.0      FL   \n",
+       "285252  2013      8    6    1621.0      102.0    1826.0      102.0      DL   \n",
+       "285259  2013      8    6    1628.0       68.0    1745.0       69.0      EV   \n",
+       "285269  2013      8    6    1637.0      205.0    1930.0      192.0      B6   \n",
+       "285333  2013      8    6    1726.0      117.0    2002.0      101.0      B6   \n",
+       "285336  2013      8    6    1728.0       71.0    1918.0       67.0      EV   \n",
+       "285352  2013      8    6    1738.0       93.0    1842.0       70.0      YV   \n",
+       "285358  2013      8    6    1745.0      106.0    2044.0       94.0      DL   \n",
+       "285422  2013      8    6    1844.0      154.0    2111.0      146.0      MQ   \n",
+       "285423  2013      8    6    1846.0      411.0    2110.0      410.0      WN   \n",
+       "285438  2013      8    6    1854.0      189.0    2110.0      204.0      EV   \n",
+       "285456  2013      8    6    1913.0       78.0    2138.0       53.0      AA   \n",
+       "285523  2013      8    6    2046.0       66.0    2315.0       51.0      EV   \n",
+       "285530  2013      8    6    2050.0       75.0    2224.0       42.0      9E   \n",
+       "285539  2013      8    6    2055.0      135.0    2251.0      102.0      9E   \n",
+       "285547  2013      8    6    2102.0       87.0    2319.0       56.0      9E   \n",
+       "285554  2013      8    6    2111.0      101.0    2222.0       93.0      EV   \n",
+       "285569  2013      8    6    2139.0      154.0    2247.0      122.0      WN   \n",
+       "285572  2013      8    6    2140.0       71.0    2344.0       56.0      EV   \n",
+       "285583  2013      8    6    2208.0      123.0    2336.0      107.0      B6   \n",
+       "285587  2013      8    6    2216.0      127.0      22.0      107.0      EV   \n",
+       "285588  2013      8    6    2223.0       64.0      28.0       34.0      B6   \n",
+       "285596  2013      8    6    2312.0       87.0     135.0       77.0      B6   \n",
+       "285597  2013      8    6    2316.0      111.0     133.0       99.0      B6   \n",
+       "285598  2013      8    6    2347.0       62.0     249.0       74.0      B6   \n",
+       "285599  2013      8    6    2351.0       80.0     326.0       60.0      B6   \n",
+       "285600  2013      8    6    2355.0      205.0      59.0      184.0      WN   \n",
+       "285793  2013      8    7     815.0      105.0    1017.0      108.0      EV   \n",
+       "285805  2013      8    7     824.0      101.0    1035.0      100.0      EV   \n",
+       "285829  2013      8    7     848.0       88.0    1046.0       84.0      EV   \n",
+       "285858  2013      8    7     907.0      127.0    1204.0      154.0      DL   \n",
+       "285894  2013      8    7     954.0       91.0    1108.0       88.0      UA   \n",
+       "285900  2013      8    7     958.0      178.0    1154.0      174.0      9E   \n",
+       "285942  2013      8    7    1052.0       82.0    1404.0       90.0      DL   \n",
+       "285973  2013      8    7    1138.0       98.0    1504.0      117.0      UA   \n",
+       "285978  2013      8    7    1146.0       92.0    1358.0       91.0      EV   \n",
+       "286016  2013      8    7    1237.0       72.0    1553.0       73.0      AA   \n",
+       "286042  2013      8    7    1258.0       63.0    1440.0       90.0      MQ   \n",
+       "286053  2013      8    7    1322.0      127.0    1441.0      107.0      EV   \n",
+       "286057  2013      8    7    1324.0      209.0    1516.0      183.0      9E   \n",
+       "286062  2013      8    7    1329.0       64.0    1545.0       70.0      WN   \n",
+       "286068  2013      8    7    1336.0       66.0    1454.0       62.0      B6   \n",
+       "286069  2013      8    7    1336.0       66.0    1522.0       63.0      EV   \n",
+       "286090  2013      8    7    1401.0      136.0    1612.0      133.0      DL   \n",
+       "286098  2013      8    7    1415.0       75.0    1659.0      100.0      EV   \n",
+       "286100  2013      8    7    1418.0       68.0    1637.0       37.0      UA   \n",
+       "286103  2013      8    7    1420.0       65.0    1647.0       49.0      B6   \n",
+       "286114  2013      8    7    1435.0      105.0    1707.0      106.0      UA   \n",
+       "286121  2013      8    7    1442.0       92.0    1746.0      134.0      FL   \n",
+       "286130  2013      8    7    1448.0       73.0    1711.0      136.0      MQ   \n",
+       "286131  2013      8    7    1449.0       69.0    1655.0       60.0      WN   \n",
+       "286208  2013      8    7    1550.0       81.0    2000.0       90.0      B6   \n",
+       "286259  2013      8    7    1629.0       69.0    1748.0       72.0      EV   \n",
+       "286286  2013      8    7    1655.0      116.0    1956.0      139.0      DL   \n",
+       "286287  2013      8    7    1657.0      124.0    1844.0      112.0      EV   \n",
+       "286310  2013      8    7    1710.0       91.0    1839.0      101.0      US   \n",
+       "286347  2013      8    7    1742.0       67.0    1939.0       66.0      EV   \n",
+       "286359  2013      8    7    1755.0       79.0    1956.0       88.0      EV   \n",
+       "286373  2013      8    7    1814.0       66.0    2021.0       56.0      UA   \n",
+       "286381  2013      8    7    1821.0       78.0    2005.0       82.0      EV   \n",
+       "286404  2013      8    7    1836.0       68.0    2059.0       81.0      EV   \n",
+       "286407  2013      8    7    1839.0      104.0    2200.0      130.0      AA   \n",
+       "286412  2013      8    7    1850.0      111.0    2017.0      114.0      EV   \n",
+       "286423  2013      8    7    1859.0       65.0    2028.0       83.0      EV   \n",
+       "286452  2013      8    7    1922.0       67.0    2032.0       47.0      WN   \n",
+       "286471  2013      8    7    1944.0      209.0    2304.0      244.0      9E   \n",
+       "286486  2013      8    7    1957.0      151.0    2202.0      151.0      EV   \n",
+       "286502  2013      8    7    2022.0      127.0    2236.0      109.0      DL   \n",
+       "286519  2013      8    7    2030.0       85.0    2248.0      105.0      9E   \n",
+       "286525  2013      8    7    2038.0       73.0    2256.0       60.0      EV   \n",
+       "286528  2013      8    7    2048.0       66.0    2210.0       70.0      EV   \n",
+       "286529  2013      8    7    2048.0       68.0    2244.0       62.0      EV   \n",
+       "286550  2013      8    7    2113.0       73.0    2358.0       74.0      UA   \n",
+       "286551  2013      8    7    2113.0       73.0    2243.0       67.0      UA   \n",
+       "286573  2013      8    7    2142.0      132.0      15.0       96.0      DL   \n",
+       "286575  2013      8    7    2143.0       73.0    2335.0       93.0      9E   \n",
+       "286581  2013      8    7    2201.0       66.0    2318.0       48.0      WN   \n",
+       "286595  2013      8    7    2303.0       64.0      10.0       43.0      EV   \n",
+       "286598  2013      8    7    2320.0      171.0     227.0      174.0      UA   \n",
+       "286599  2013      8    7    2354.0       83.0     340.0       74.0      B6   \n",
+       "286609  2013      8    8      10.0      191.0     214.0      172.0      DL   \n",
+       "286610  2013      8    8      28.0       83.0     125.0       72.0      B6   \n",
+       "286611  2013      8    8      28.0      214.0     252.0      178.0      UA   \n",
+       "286612  2013      8    8      36.0      186.0     322.0      188.0      B6   \n",
+       "286613  2013      8    8      38.0      278.0     131.0      253.0      US   \n",
+       "286614  2013      8    8      41.0      136.0     138.0      128.0      EV   \n",
+       "286615  2013      8    8      43.0      132.0     410.0      104.0      B6   \n",
+       "286616  2013      8    8      44.0      178.0     256.0      146.0      B6   \n",
+       "286617  2013      8    8      45.0      110.0     204.0      105.0      B6   \n",
+       "286618  2013      8    8      47.0      182.0     305.0      167.0      B6   \n",
+       "286619  2013      8    8      51.0      236.0     158.0      208.0      WN   \n",
+       "286620  2013      8    8      52.0      127.0     157.0      116.0      B6   \n",
+       "286621  2013      8    8     103.0      138.0     219.0      140.0      B6   \n",
+       "286622  2013      8    8     108.0      143.0     405.0      150.0      B6   \n",
+       "286623  2013      8    8     108.0      218.0     324.0      205.0      B6   \n",
+       "286624  2013      8    8     111.0      136.0     220.0      126.0      B6   \n",
+       "286625  2013      8    8     115.0      196.0     219.0      172.0      EV   \n",
+       "286626  2013      8    8     130.0       91.0     505.0       75.0      B6   \n",
+       "286627  2013      8    8     131.0       92.0     504.0       80.0      B6   \n",
+       "286628  2013      8    8     213.0      134.0     546.0      126.0      B6   \n",
+       "286629  2013      8    8     218.0      213.0     320.0      197.0      B6   \n",
+       "286801  2013      8    8     804.0       94.0     937.0      104.0      EV   \n",
+       "286842  2013      8    8     833.0       84.0    1135.0       96.0      UA   \n",
+       "286908  2013      8    8     953.0       63.0    1433.0      102.0      DL   \n",
+       "286921  2013      8    8    1003.0       82.0    1110.0       66.0      EV   \n",
+       "286926  2013      8    8    1008.0       75.0    1223.0       68.0      UA   \n",
+       "286939  2013      8    8    1025.0      125.0    1244.0      121.0      EV   \n",
+       "286969  2013      8    8    1100.0       70.0    1351.0      106.0      MQ   \n",
+       "286998  2013      8    8    1150.0       81.0    1258.0       77.0      EV   \n",
+       "287026  2013      8    8    1211.0      171.0    1415.0      162.0      EV   \n",
+       "287030  2013      8    8    1230.0       75.0    1403.0       69.0      EV   \n",
+       "287034  2013      8    8    1233.0       78.0    1400.0       90.0      MQ   \n",
+       "287042  2013      8    8    1244.0       84.0    1358.0       88.0      B6   \n",
+       "287075  2013      8    8    1328.0       88.0    1517.0       83.0      EV   \n",
+       "287094  2013      8    8    1350.0       70.0    1549.0       74.0      EV   \n",
+       "287096  2013      8    8    1355.0       73.0    1456.0       67.0      B6   \n",
+       "287103  2013      8    8    1407.0      198.0    1622.0      194.0      UA   \n",
+       "287107  2013      8    8    1415.0       85.0    1541.0       76.0      MQ   \n",
+       "287110  2013      8    8    1418.0       63.0    1618.0       89.0      EV   \n",
+       "287117  2013      8    8    1433.0      108.0    1542.0      107.0      AA   \n",
+       "287155  2013      8    8    1503.0       98.0    1739.0      159.0      MQ   \n",
+       "287158  2013      8    8    1507.0       87.0    1756.0      121.0      WN   \n",
+       "287166  2013      8    8    1519.0      201.0    1707.0      217.0      EV   \n",
+       "287176  2013      8    8    1530.0       61.0    1853.0      114.0      MQ   \n",
+       "287177  2013      8    8    1531.0      102.0    1703.0      108.0      UA   \n",
+       "287189  2013      8    8    1545.0       75.0    1914.0      109.0      B6   \n",
+       "287192  2013      8    8    1548.0       93.0    1913.0      164.0      DL   \n",
+       "287195  2013      8    8    1551.0      222.0    1840.0      262.0      UA   \n",
+       "287206  2013      8    8    1558.0       68.0    1908.0      154.0      9E   \n",
+       "287217  2013      8    8    1608.0       69.0    1838.0      104.0      EV   \n",
+       "287218  2013      8    8    1609.0       79.0    1839.0      125.0      9E   \n",
+       "287229  2013      8    8    1627.0       77.0    1908.0      153.0      MQ   \n",
+       "287238  2013      8    8    1643.0      284.0    1823.0      306.0      EV   \n",
+       "287245  2013      8    8    1654.0       79.0       NaN        NaN      MQ   \n",
+       "287247  2013      8    8    1656.0       61.0    2029.0      169.0      WN   \n",
+       "287249  2013      8    8    1657.0      117.0    1959.0      129.0      AA   \n",
+       "287250  2013      8    8    1657.0       72.0    1926.0       80.0      DL   \n",
+       "287251  2013      8    8    1657.0       87.0    1859.0      129.0      WN   \n",
+       "287252  2013      8    8    1658.0       98.0    2014.0      153.0      EV   \n",
+       "287256  2013      8    8    1707.0       68.0    1943.0      124.0      EV   \n",
+       "287259  2013      8    8    1710.0       90.0    1907.0      117.0      MQ   \n",
+       "287269  2013      8    8    1728.0       98.0    2027.0      158.0      9E   \n",
+       "287272  2013      8    8    1729.0       74.0    1923.0       78.0      9E   \n",
+       "287275  2013      8    8    1730.0       80.0    2041.0      116.0      MQ   \n",
+       "287282  2013      8    8    1743.0       73.0    2126.0      101.0      B6   \n",
+       "287288  2013      8    8    1752.0      259.0    2114.0      335.0      EV   \n",
+       "287290  2013      8    8    1753.0      104.0    2235.0      187.0      UA   \n",
+       "287295  2013      8    8    1756.0       80.0    1952.0       84.0      EV   \n",
+       "287300  2013      8    8    1803.0       64.0    2231.0      182.0      UA   \n",
+       "287301  2013      8    8    1810.0      101.0    2109.0      179.0      EV   \n",
+       "287302  2013      8    8    1812.0       67.0    2222.0      122.0      AA   \n",
+       "287305  2013      8    8    1816.0      141.0    2009.0      150.0      9E   \n",
+       "287306  2013      8    8    1817.0       99.0    2055.0      164.0      EV   \n",
+       "287307  2013      8    8    1818.0      336.0    2113.0      360.0      UA   \n",
+       "287308  2013      8    8    1819.0      180.0       5.0      345.0      UA   \n",
+       "287309  2013      8    8    1824.0      109.0    2150.0      132.0      B6   \n",
+       "287310  2013      8    8    1825.0       90.0    2221.0      201.0      US   \n",
+       "287311  2013      8    8    1826.0      236.0    2113.0      303.0      EV   \n",
+       "287312  2013      8    8    1827.0       88.0    2158.0      159.0      DL   \n",
+       "287313  2013      8    8    1829.0       80.0    2236.0      162.0      B6   \n",
+       "287314  2013      8    8    1829.0       87.0    2055.0       52.0      UA   \n",
+       "287315  2013      8    8    1831.0      101.0    2127.0      148.0      DL   \n",
+       "287316  2013      8    8    1832.0       72.0    2155.0       90.0      AA   \n",
+       "287319  2013      8    8    1836.0       96.0    2021.0       96.0      MQ   \n",
+       "287326  2013      8    8    1851.0       76.0    2203.0       93.0      AA   \n",
+       "287327  2013      8    8    1852.0      109.0    2132.0      169.0      EV   \n",
+       "287328  2013      8    8    1852.0       92.0    2137.0       86.0      UA   \n",
+       "287329  2013      8    8    1853.0      113.0    2127.0      135.0      B6   \n",
+       "287331  2013      8    8    1856.0       61.0    2327.0      127.0      AA   \n",
+       "287332  2013      8    8    1856.0       87.0    2330.0      165.0      UA   \n",
+       "287333  2013      8    8    1857.0      162.0    2156.0      205.0      DL   \n",
+       "287336  2013      8    8    1900.0      110.0    2207.0      127.0      WN   \n",
+       "287337  2013      8    8    1900.0      117.0    2209.0      178.0      US   \n",
+       "287339  2013      8    8    1903.0      258.0    2258.0      311.0      B6   \n",
+       "287341  2013      8    8    1908.0       73.0    2125.0      124.0      B6   \n",
+       "287342  2013      8    8    1909.0       99.0    2237.0      166.0      F9   \n",
+       "287343  2013      8    8    1909.0       69.0    2009.0       56.0      US   \n",
+       "287344  2013      8    8    1910.0      237.0    2215.0      296.0      EV   \n",
+       "287345  2013      8    8    1913.0       85.0    2153.0       78.0      B6   \n",
+       "287348  2013      8    8    1915.0      316.0    2214.0      342.0      DL   \n",
+       "287349  2013      8    8    1915.0       76.0    2230.0       92.0      UA   \n",
+       "287350  2013      8    8    1917.0       77.0    2329.0      119.0      B6   \n",
+       "287352  2013      8    8    1921.0      111.0    2355.0      165.0      DL   \n",
+       "287355  2013      8    8    1928.0      148.0    2315.0      177.0      DL   \n",
+       "287357  2013      8    8    1929.0      137.0    2123.0      136.0      B6   \n",
+       "287358  2013      8    8    1929.0      121.0    2118.0      100.0      EV   \n",
+       "287359  2013      8    8    1930.0      116.0    2239.0      163.0      FL   \n",
+       "287361  2013      8    8    1932.0       62.0    2236.0      161.0      MQ   \n",
+       "287362  2013      8    8    1933.0      108.0    2229.0       79.0      AA   \n",
+       "287363  2013      8    8    1936.0      121.0    2144.0      149.0      WN   \n",
+       "287364  2013      8    8    1939.0       61.0    2143.0       86.0      B6   \n",
+       "287367  2013      8    8    1946.0      181.0    2138.0      203.0      WN   \n",
+       "287368  2013      8    8    1947.0      191.0    2137.0      212.0      B6   \n",
+       "287369  2013      8    8    1948.0      317.0    2131.0      326.0      EV   \n",
+       "287371  2013      8    8    1950.0      116.0    2213.0      188.0      EV   \n",
+       "287372  2013      8    8    1951.0      142.0    2336.0      161.0      VX   \n",
+       "287373  2013      8    8    1952.0       97.0    2238.0      111.0      DL   \n",
+       "287374  2013      8    8    1952.0       87.0    2230.0      118.0      DL   \n",
+       "287375  2013      8    8    1953.0       88.0    2338.0      111.0      AS   \n",
+       "287377  2013      8    8    1955.0      164.0    2149.0      178.0      B6   \n",
+       "287378  2013      8    8    1955.0      163.0    2310.0      168.0      UA   \n",
+       "287379  2013      8    8    1956.0      171.0    2203.0      173.0      AA   \n",
+       "287381  2013      8    8    1958.0       88.0    2230.0      135.0      AA   \n",
+       "287383  2013      8    8    1958.0      273.0    2220.0      280.0      MQ   \n",
+       "287385  2013      8    8    1958.0       88.0    2258.0       82.0      UA   \n",
+       "287386  2013      8    8    1959.0       89.0    2320.0      100.0      B6   \n",
+       "287388  2013      8    8    2002.0      127.0    2304.0      139.0      AA   \n",
+       "287390  2013      8    8    2002.0      122.0    2226.0      144.0      UA   \n",
+       "287393  2013      8    8    2004.0      172.0    2213.0      209.0      B6   \n",
+       "287396  2013      8    8    2006.0       91.0    2357.0      122.0      AA   \n",
+       "287397  2013      8    8    2006.0      107.0    2316.0      118.0      B6   \n",
+       "287398  2013      8    8    2007.0      127.0       8.0      186.0      B6   \n",
+       "287399  2013      8    8    2007.0       97.0    2314.0       95.0      UA   \n",
+       "287401  2013      8    8    2009.0      244.0       8.0      283.0      DL   \n",
+       "287402  2013      8    8    2010.0       75.0    2345.0      100.0      VX   \n",
+       "287403  2013      8    8    2010.0      260.0    2315.0      310.0      WN   \n",
+       "287405  2013      8    8    2011.0      156.0    2250.0      193.0      YV   \n",
+       "287406  2013      8    8    2014.0      134.0    2158.0      148.0      WN   \n",
+       "287407  2013      8    8    2015.0       76.0    2353.0      126.0      B6   \n",
+       "287408  2013      8    8    2019.0      204.0    2316.0      191.0      VX   \n",
+       "287409  2013      8    8    2021.0      111.0    2238.0      120.0      DL   \n",
+       "287410  2013      8    8    2021.0      106.0    2246.0      156.0      MQ   \n",
+       "287412  2013      8    8    2022.0      147.0      28.0      194.0      UA   \n",
+       "287413  2013      8    8    2022.0       73.0    2324.0       84.0      UA   \n",
+       "287414  2013      8    8    2022.0       76.0    2202.0       90.0      UA   \n",
+       "287415  2013      8    8    2023.0       86.0    2300.0      108.0      9E   \n",
+       "287416  2013      8    8    2025.0      174.0    2224.0      215.0      B6   \n",
+       "287417  2013      8    8    2026.0      106.0    2331.0       97.0      UA   \n",
+       "287418  2013      8    8    2026.0      146.0    2229.0      163.0      UA   \n",
+       "287421  2013      8    8    2030.0      210.0    2339.0      219.0      AA   \n",
+       "287422  2013      8    8    2030.0       95.0     107.0      171.0      B6   \n",
+       "287423  2013      8    8    2030.0      101.0    2337.0      153.0      EV   \n",
+       "287424  2013      8    8    2032.0      152.0    2301.0      183.0      EV   \n",
+       "287427  2013      8    8    2039.0      184.0       7.0      217.0      AA   \n",
+       "287428  2013      8    8    2041.0      108.0    2253.0      114.0      US   \n",
+       "287429  2013      8    8    2041.0       72.0      13.0      121.0      UA   \n",
+       "287430  2013      8    8    2042.0       67.0      19.0       77.0      DL   \n",
+       "287431  2013      8    8    2042.0      196.0       NaN        NaN      EV   \n",
+       "287433  2013      8    8    2043.0       83.0    2235.0       95.0      AA   \n",
+       "287434  2013      8    8    2044.0      104.0    2358.0      135.0      DL   \n",
+       "287435  2013      8    8    2045.0      120.0      15.0      180.0      DL   \n",
+       "287436  2013      8    8    2050.0       95.0       5.0       95.0      AA   \n",
+       "287437  2013      8    8    2054.0      294.0    2237.0      314.0      US   \n",
+       "287439  2013      8    8    2056.0      255.0    2354.0      281.0      EV   \n",
+       "287440  2013      8    8    2100.0      155.0     120.0        NaN      9E   \n",
+       "287442  2013      8    8    2103.0      123.0    2344.0      132.0      DL   \n",
+       "287443  2013      8    8    2103.0      123.0      18.0      142.0      UA   \n",
+       "287444  2013      8    8    2103.0      163.0    2239.0      147.0      UA   \n",
+       "287445  2013      8    8    2105.0      276.0    2353.0      266.0      B6   \n",
+       "287446  2013      8    8    2107.0      102.0    2359.0      123.0      EV   \n",
+       "287447  2013      8    8    2109.0      159.0    2337.0      162.0      WN   \n",
+       "287448  2013      8    8    2110.0      191.0    2353.0      167.0      DL   \n",
+       "287450  2013      8    8    2113.0      253.0    2346.0      248.0      DL   \n",
+       "287453  2013      8    8    2118.0      108.0     117.0      149.0      B6   \n",
+       "287454  2013      8    8    2118.0      318.0    2300.0      313.0      EV   \n",
+       "287456  2013      8    8    2120.0      250.0      15.0      250.0      AA   \n",
+       "287457  2013      8    8    2120.0       75.0    2346.0      117.0      B6   \n",
+       "287458  2013      8    8    2120.0       80.0      29.0      105.0      UA   \n",
+       "287460  2013      8    8    2122.0       82.0      16.0       61.0      AA   \n",
+       "287462  2013      8    8    2123.0      263.0    2302.0      256.0      UA   \n",
+       "287464  2013      8    8    2127.0      237.0    2339.0      239.0      DL   \n",
+       "287465  2013      8    8    2128.0       98.0    2358.0      103.0      EV   \n",
+       "287466  2013      8    8    2129.0      129.0    2305.0      140.0      AA   \n",
+       "287467  2013      8    8    2129.0       89.0    2359.0       89.0      DL   \n",
+       "287469  2013      8    8    2129.0      154.0     114.0      169.0      VX   \n",
+       "287470  2013      8    8    2132.0      152.0    2250.0      140.0      US   \n",
+       "287471  2013      8    8    2133.0      198.0    2255.0      190.0      WN   \n",
+       "287472  2013      8    8    2133.0       93.0    2250.0       98.0      US   \n",
+       "287473  2013      8    8    2134.0      124.0    2325.0      140.0      EV   \n",
+       "287474  2013      8    8    2134.0      114.0     329.0        NaN      EV   \n",
+       "287475  2013      8    8    2135.0      154.0      55.0      162.0      B6   \n",
+       "287476  2013      8    8    2135.0      190.0    2311.0      182.0      EV   \n",
+       "287478  2013      8    8    2144.0       75.0      36.0      108.0      EV   \n",
+       "287479  2013      8    8    2145.0      225.0       8.0      209.0      DL   \n",
+       "287480  2013      8    8    2145.0      155.0    2315.0      139.0      EV   \n",
+       "287482  2013      8    8    2147.0      125.0    2324.0      144.0      EV   \n",
+       "287484  2013      8    8    2150.0      160.0      53.0      135.0      DL   \n",
+       "287485  2013      8    8    2151.0      256.0    2307.0      241.0      DL   \n",
+       "287486  2013      8    8    2152.0      133.0     135.0      165.0      UA   \n",
+       "287489  2013      8    8    2155.0      230.0      27.0      227.0      DL   \n",
+       "287490  2013      8    8    2155.0      315.0    2331.0      316.0      MQ   \n",
+       "287491  2013      8    8    2156.0      136.0      43.0      181.0      EV   \n",
+       "287492  2013      8    8    2159.0      179.0    2305.0      173.0      US   \n",
+       "287493  2013      8    8    2200.0      150.0     141.0      157.0      UA   \n",
+       "287494  2013      8    8    2202.0      121.0      58.0      124.0      B6   \n",
+       "287495  2013      8    8    2202.0      147.0      12.0      157.0      EV   \n",
+       "287496  2013      8    8    2203.0       63.0     113.0       61.0      DL   \n",
+       "287497  2013      8    8    2204.0       65.0     116.0       64.0      UA   \n",
+       "287498  2013      8    8    2205.0      155.0      40.0      128.0      DL   \n",
+       "287499  2013      8    8    2209.0      159.0      50.0      131.0      DL   \n",
+       "287500  2013      8    8    2210.0      223.0      51.0      258.0      US   \n",
+       "287501  2013      8    8    2211.0      171.0      17.0      174.0      EV   \n",
+       "287502  2013      8    8    2212.0      133.0    2332.0      112.0      DL   \n",
+       "287503  2013      8    8    2213.0      157.0      51.0      138.0      B6   \n",
+       "287504  2013      8    8    2213.0      163.0    2326.0      155.0      EV   \n",
+       "287505  2013      8    8    2217.0      162.0      17.0      177.0      MQ   \n",
+       "287506  2013      8    8    2222.0       67.0     110.0       81.0      DL   \n",
+       "287507  2013      8    8    2222.0       89.0     136.0      101.0      UA   \n",
+       "287508  2013      8    8    2226.0      121.0     155.0      151.0      UA   \n",
+       "287509  2013      8    8    2227.0      148.0      14.0      148.0      EV   \n",
+       "287510  2013      8    8    2228.0      123.0     141.0      140.0      B6   \n",
+       "287511  2013      8    8    2228.0       73.0     250.0       79.0      DL   \n",
+       "287513  2013      8    8    2230.0       90.0    2331.0       77.0      US   \n",
+       "287514  2013      8    8    2231.0      151.0    2348.0      132.0      UA   \n",
+       "287515  2013      8    8    2233.0      144.0     105.0      150.0      EV   \n",
+       "287516  2013      8    8    2233.0       67.0     126.0       71.0      UA   \n",
+       "287517  2013      8    8    2234.0      103.0     156.0      118.0      B6   \n",
+       "287519  2013      8    8    2239.0      149.0       5.0      151.0      B6   \n",
+       "287520  2013      8    8    2242.0      172.0       9.0      159.0      AA   \n",
+       "287521  2013      8    8    2243.0      127.0      28.0      143.0      B6   \n",
+       "287522  2013      8    8    2243.0      104.0      18.0      118.0      EV   \n",
+       "287523  2013      8    8    2243.0      104.0      35.0      106.0      EV   \n",
+       "287524  2013      8    8    2244.0      184.0     219.0      204.0      B6   \n",
+       "287525  2013      8    8    2244.0       85.0     131.0       97.0      B6   \n",
+       "287526  2013      8    8    2244.0       75.0     120.0       91.0      EV   \n",
+       "287527  2013      8    8    2245.0       80.0     127.0       93.0      B6   \n",
+       "287528  2013      8    8    2256.0      175.0     225.0      200.0      VX   \n",
+       "287529  2013      8    8    2259.0       94.0     112.0       93.0      B6   \n",
+       "287530  2013      8    8    2300.0       61.0       7.0       52.0      EV   \n",
+       "287531  2013      8    8    2301.0       71.0     219.0       79.0      AA   \n",
+       "287532  2013      8    8    2302.0      106.0     107.0      138.0      B6   \n",
+       "287533  2013      8    8    2303.0      153.0      25.0      149.0      9E   \n",
+       "287534  2013      8    8    2303.0      228.0      37.0      186.0      EV   \n",
+       "287535  2013      8    8    2312.0       87.0      47.0       91.0      DL   \n",
+       "287536  2013      8    8    2314.0      139.0     142.0      138.0      EV   \n",
+       "287537  2013      8    8    2318.0      238.0     151.0      221.0      AA   \n",
+       "287538  2013      8    8    2318.0      168.0      37.0      155.0      FL   \n",
+       "287539  2013      8    8    2324.0      176.0     206.0      199.0      B6   \n",
+       "287540  2013      8    8    2325.0      325.0     105.0      315.0      MQ   \n",
+       "287541  2013      8    8    2330.0       70.0     113.0       98.0      EV   \n",
+       "287542  2013      8    8    2331.0      171.0      35.0      161.0      B6   \n",
+       "287543  2013      8    8    2334.0      520.0     120.0      490.0      EV   \n",
+       "287544  2013      8    8    2341.0      132.0      38.0      108.0      EV   \n",
+       "287545  2013      8    8    2342.0      277.0      48.0      243.0      WN   \n",
+       "287546  2013      8    8    2343.0      123.0     113.0      133.0      MQ   \n",
+       "287547  2013      8    8    2343.0      133.0     107.0      142.0      MQ   \n",
+       "287548  2013      8    8    2346.0      181.0     200.0      172.0      9E   \n",
+       "287549  2013      8    8    2351.0      171.0     109.0      154.0      AA   \n",
+       "287550  2013      8    8    2357.0      176.0     352.0      172.0      B6   \n",
+       "287551  2013      8    8    2359.0      179.0     212.0      156.0      B6   \n",
+       "287610  2013      8    9       4.0      134.0     259.0      119.0      AA   \n",
+       "287611  2013      8    9       4.0      139.0     105.0      109.0      DL   \n",
+       "287612  2013      8    9      11.0      145.0     228.0      118.0      B6   \n",
+       "287613  2013      8    9      15.0       70.0     115.0       62.0      B6   \n",
+       "287614  2013      8    9      15.0      166.0     217.0      148.0      EV   \n",
+       "287615  2013      8    9      23.0      144.0     133.0      126.0      EV   \n",
+       "287616  2013      8    9      27.0      177.0     307.0      173.0      B6   \n",
+       "287617  2013      8    9      32.0      384.0     219.0      352.0      UA   \n",
+       "287618  2013      8    9      39.0      218.0     418.0      198.0      B6   \n",
+       "287619  2013      8    9     100.0      190.0     337.0      172.0      B6   \n",
+       "287620  2013      8    9     200.0      121.0     543.0      119.0      B6   \n",
+       "287621  2013      8    9     236.0      157.0     611.0      141.0      B6   \n",
+       "287803  2013      8    9     820.0       93.0    1012.0      123.0      B6   \n",
+       "287812  2013      8    9     827.0      117.0    1028.0      123.0      MQ   \n",
+       "287816  2013      8    9     835.0       96.0    1134.0      112.0      B6   \n",
+       "287834  2013      8    9     849.0       64.0    1005.0       60.0      WN   \n",
+       "287854  2013      8    9     859.0      159.0    1107.0      170.0      EV   \n",
+       "287881  2013      8    9     940.0      175.0    1145.0      190.0      MQ   \n",
+       "287886  2013      8    9     943.0       73.0    1133.0       65.0      EV   \n",
+       "287912  2013      8    9    1020.0       65.0    1402.0       55.0      UA   \n",
+       "287939  2013      8    9    1103.0       63.0    1359.0       40.0      DL   \n",
+       "287946  2013      8    9    1111.0       81.0    1327.0       82.0      MQ   \n",
+       "287953  2013      8    9    1118.0       78.0    1431.0       84.0      UA   \n",
+       "287966  2013      8    9    1131.0      191.0    1333.0      187.0      EV   \n",
+       "287970  2013      8    9    1139.0       69.0    1442.0       52.0      VX   \n",
+       "287972  2013      8    9    1142.0      103.0    1246.0       92.0      EV   \n",
+       "287974  2013      8    9    1143.0       68.0    1257.0       63.0      B6   \n",
+       "287978  2013      8    9    1150.0      111.0    1429.0      112.0      B6   \n",
+       "287979  2013      8    9    1152.0       82.0    1520.0       95.0      AA   \n",
+       "287998  2013      8    9    1206.0      126.0    1333.0      128.0      EV   \n",
+       "288002  2013      8    9    1211.0       97.0    1334.0       88.0      EV   \n",
+       "288007  2013      8    9    1223.0       68.0    1400.0       66.0      EV   \n",
+       "288014  2013      8    9    1233.0      154.0    1439.0      152.0      EV   \n",
+       "288046  2013      8    9    1305.0       70.0    1415.0       65.0      MQ   \n",
+       "288066  2013      8    9    1336.0       91.0    1603.0       93.0      MQ   \n",
+       "288071  2013      8    9    1344.0       64.0    1622.0       37.0      UA   \n",
+       "288102  2013      8    9    1433.0       63.0    1716.0       51.0      B6   \n",
+       "288104  2013      8    9    1436.0       97.0    1728.0       93.0      B6   \n",
+       "288120  2013      8    9    1451.0       97.0    1836.0      136.0      B6   \n",
+       "288152  2013      8    9    1518.0       67.0    1824.0       82.0      B6   \n",
+       "288153  2013      8    9    1520.0       75.0    1651.0       95.0      B6   \n",
+       "288158  2013      8    9    1526.0       71.0    1728.0       59.0      DL   \n",
+       "288170  2013      8    9    1547.0       62.0    1818.0       96.0      9E   \n",
+       "288180  2013      8    9    1556.0       63.0    1808.0       76.0      EV   \n",
+       "288185  2013      8    9    1600.0       65.0    2017.0       72.0      AA   \n",
+       "288188  2013      8    9    1601.0       76.0    1910.0       83.0      B6   \n",
+       "288201  2013      8    9    1617.0       87.0    1828.0      114.0      9E   \n",
+       "288204  2013      8    9    1621.0       71.0    1903.0       89.0      EV   \n",
+       "288205  2013      8    9    1621.0       61.0    2224.0        NaN      EV   \n",
+       "288211  2013      8    9    1629.0       95.0    1824.0       74.0      EV   \n",
+       "288225  2013      8    9    1643.0      108.0    1853.0      143.0      DL   \n",
+       "288226  2013      8    9    1644.0      105.0    2207.0        NaN      9E   \n",
+       "288228  2013      8    9    1645.0       80.0    1937.0      117.0      MQ   \n",
+       "288242  2013      8    9    1659.0       69.0    2005.0      120.0      WN   \n",
+       "288243  2013      8    9    1659.0      148.0    1913.0      188.0      EV   \n",
+       "288245  2013      8    9    1703.0       78.0    1914.0       68.0      DL   \n",
+       "288249  2013      8    9    1708.0       63.0    1907.0       95.0      YV   \n",
+       "288250  2013      8    9    1708.0      107.0    2138.0      240.0      UA   \n",
+       "288254  2013      8    9    1715.0      106.0    2022.0      121.0      B6   \n",
+       "288259  2013      8    9    1721.0      112.0    1952.0      136.0      UA   \n",
+       "288260  2013      8    9    1723.0       73.0    2008.0      118.0      EV   \n",
+       "288265  2013      8    9    1730.0       66.0    1915.0       59.0      EV   \n",
+       "288270  2013      8    9    1735.0       89.0    2028.0       79.0      B6   \n",
+       "288272  2013      8    9    1737.0       98.0    1959.0      140.0      EV   \n",
+       "288277  2013      8    9    1746.0       77.0    2145.0      138.0      B6   \n",
+       "288281  2013      8    9    1753.0      174.0    1901.0      161.0      UA   \n",
+       "288282  2013      8    9    1755.0      175.0    2135.0      251.0      EV   \n",
+       "288284  2013      8    9    1758.0       88.0    2144.0      105.0      VX   \n",
+       "288286  2013      8    9    1759.0       74.0    2023.0      116.0      B6   \n",
+       "288291  2013      8    9    1800.0       85.0    2018.0      105.0      EV   \n",
+       "288294  2013      8    9    1805.0       66.0    2217.0      125.0      UA   \n",
+       "288297  2013      8    9    1807.0      206.0    2143.0      228.0      DL   \n",
+       "288298  2013      8    9    1808.0       68.0    2050.0       87.0      9E   \n",
+       "288303  2013      8    9    1814.0       75.0    2035.0       90.0      9E   \n",
+       "288306  2013      8    9    1815.0       85.0    2101.0      122.0      DL   \n",
+       "288307  2013      8    9    1816.0       91.0    2021.0      126.0      WN   \n",
+       "288309  2013      8    9    1819.0       67.0    2150.0       88.0      UA   \n",
+       "288310  2013      8    9    1819.0       79.0    2016.0      111.0      US   \n",
+       "288313  2013      8    9    1822.0       71.0    2042.0      111.0      B6   \n",
+       "288314  2013      8    9    1822.0      117.0    2033.0      145.0      DL   \n",
+       "288316  2013      8    9    1822.0       79.0    2159.0      128.0      UA   \n",
+       "288319  2013      8    9    1827.0       67.0    2117.0       66.0      UA   \n",
+       "288326  2013      8    9    1837.0       68.0    2155.0       70.0      UA   \n",
+       "288330  2013      8    9    1840.0       66.0    2123.0       87.0      FL   \n",
+       "288331  2013      8    9    1841.0      106.0    2146.0      116.0      AA   \n",
+       "288333  2013      8    9    1843.0       73.0    2213.0      142.0      F9   \n",
+       "288336  2013      8    9    1846.0       94.0    2109.0      145.0      B6   \n",
+       "288338  2013      8    9    1847.0       62.0    2137.0      132.0      MQ   \n",
+       "288340  2013      8    9    1849.0      110.0    2134.0      135.0      DL   \n",
+       "288343  2013      8    9    1850.0       80.0    2221.0      134.0      UA   \n",
+       "288344  2013      8    9    1851.0      103.0    2115.0      158.0      EV   \n",
+       "288345  2013      8    9    1854.0      189.0    2258.0      173.0      DL   \n",
+       "288347  2013      8    9    1856.0       90.0    2130.0      119.0      EV   \n",
+       "288348  2013      8    9    1857.0      213.0    2254.0      269.0      UA   \n",
+       "288350  2013      8    9    1859.0      116.0    2059.0      136.0      EV   \n",
+       "288352  2013      8    9    1900.0      111.0    2229.0      155.0      B6   \n",
+       "288355  2013      8    9    1903.0      112.0    2214.0       95.0      B6   \n",
+       "288356  2013      8    9    1910.0      215.0    2204.0      194.0      B6   \n",
+       "288359  2013      8    9    1911.0       71.0    2215.0      123.0      DL   \n",
+       "288360  2013      8    9    1911.0      121.0    2212.0      132.0      WN   \n",
+       "288362  2013      8    9    1912.0      147.0    2108.0      181.0      EV   \n",
+       "288363  2013      8    9    1912.0      122.0    2322.0      167.0      UA   \n",
+       "288364  2013      8    9    1914.0       86.0    2246.0      131.0      B6   \n",
+       "288372  2013      8    9    1921.0       86.0    2312.0      112.0      AA   \n",
+       "288373  2013      8    9    1922.0      142.0    2111.0      145.0      UA   \n",
+       "288375  2013      8    9    1927.0      112.0    2145.0      150.0      WN   \n",
+       "288376  2013      8    9    1927.0       87.0    2213.0      128.0      MQ   \n",
+       "288379  2013      8    9    1928.0      146.0    2221.0      138.0      UA   \n",
+       "288380  2013      8    9    1932.0      153.0    2143.0      198.0      UA   \n",
+       "288382  2013      8    9    1933.0      111.0    2144.0      156.0      UA   \n",
+       "288387  2013      8    9    1941.0      216.0    2139.0      239.0      AA   \n",
+       "288388  2013      8    9    1941.0      101.0    2137.0      127.0      WN   \n",
+       "288389  2013      8    9    1944.0      219.0    2325.0      240.0      DL   \n",
+       "288390  2013      8    9    1944.0      104.0    2145.0      115.0      MQ   \n",
+       "288391  2013      8    9    1944.0      165.0    2205.0      212.0      UA   \n",
+       "288393  2013      8    9    1949.0       84.0    2345.0      118.0      AS   \n",
+       "288397  2013      8    9    1957.0       87.0    2336.0      116.0      B6   \n",
+       "288398  2013      8    9    1957.0      164.0    2230.0      191.0      EV   \n",
+       "288400  2013      8    9    2001.0      106.0    2239.0      112.0      DL   \n",
+       "288402  2013      8    9    2003.0       78.0    2153.0       83.0      AA   \n",
+       "288404  2013      8    9    2005.0      100.0    2233.0      121.0      DL   \n",
+       "288405  2013      8    9    2005.0       95.0    2235.0      100.0      WN   \n",
+       "288406  2013      8    9    2005.0      100.0    2328.0      115.0      UA   \n",
+       "288407  2013      8    9    2006.0       66.0      53.0      133.0      DL   \n",
+       "288408  2013      8    9    2006.0       71.0    2346.0      101.0      VX   \n",
+       "288414  2013      8    9    2008.0       62.0    2127.0       55.0      UA   \n",
+       "288415  2013      8    9    2009.0       64.0    2222.0       74.0      9E   \n",
+       "288416  2013      8    9    2010.0       85.0    2242.0       87.0      DL   \n",
+       "288419  2013      8    9    2013.0       72.0    2353.0      100.0      B6   \n",
+       "288420  2013      8    9    2013.0      133.0    2351.0      141.0      B6   \n",
+       "288421  2013      8    9    2013.0      103.0    2340.0      105.0      UA   \n",
+       "288423  2013      8    9    2014.0       74.0    2245.0       62.0      DL   \n",
+       "288424  2013      8    9    2015.0      116.0    2335.0      137.0      B6   \n",
+       "288426  2013      8    9    2016.0      101.0    2218.0       92.0      DL   \n",
+       "288433  2013      8    9    2031.0       86.0    2145.0       60.0      WN   \n",
+       "288434  2013      8    9    2032.0      192.0    2255.0      203.0      EV   \n",
+       "288435  2013      8    9    2033.0      188.0      20.0      238.0      DL   \n",
+       "288437  2013      8    9    2041.0       66.0    2322.0       59.0      9E   \n",
+       "288439  2013      8    9    2045.0       95.0    2231.0       95.0      EV   \n",
+       "288441  2013      8    9    2046.0      151.0    2157.0      132.0      WN   \n",
+       "288442  2013      8    9    2047.0       72.0    2235.0       75.0      MQ   \n",
+       "288444  2013      8    9    2050.0      279.0      56.0      332.0      UA   \n",
+       "288446  2013      8    9    2053.0      204.0      11.0      196.0      VX   \n",
+       "288447  2013      8    9    2054.0       64.0    2326.0       71.0      EV   \n",
+       "288448  2013      8    9    2055.0       85.0    2339.0       60.0      DL   \n",
+       "288449  2013      8    9    2055.0      105.0    2349.0       71.0      DL   \n",
+       "288450  2013      8    9    2055.0       96.0    2324.0       74.0      UA   \n",
+       "288453  2013      8    9    2059.0      204.0    2253.0      196.0      YV   \n",
+       "288458  2013      8    9    2111.0       96.0    2308.0       86.0      9E   \n",
+       "288459  2013      8    9    2111.0      111.0    2230.0      105.0      AA   \n",
+       "288460  2013      8    9    2114.0      104.0     116.0      132.0      UA   \n",
+       "288461  2013      8    9    2115.0      136.0    2315.0      114.0      FL   \n",
+       "288462  2013      8    9    2116.0      100.0      20.0      107.0      B6   \n",
+       "288464  2013      8    9    2117.0      107.0    2346.0      116.0      EV   \n",
+       "288468  2013      8    9    2122.0      143.0    2342.0      115.0      B6   \n",
+       "288471  2013      8    9    2126.0       67.0      48.0       76.0      UA   \n",
+       "288475  2013      8    9    2128.0       88.0    2249.0       68.0      DL   \n",
+       "288476  2013      8    9    2128.0       88.0    2254.0       78.0      UA   \n",
+       "288477  2013      8    9    2129.0       89.0    2339.0       69.0      DL   \n",
+       "288478  2013      8    9    2131.0       66.0      46.0       82.0      UA   \n",
+       "288479  2013      8    9    2133.0       72.0    2322.0       82.0      UA   \n",
+       "288480  2013      8    9    2134.0      124.0      27.0      123.0      DL   \n",
+       "288481  2013      8    9    2138.0      118.0    2350.0      120.0      EV   \n",
+       "288482  2013      8    9    2139.0      104.0    2330.0      105.0      MQ   \n",
+       "288484  2013      8    9    2143.0       74.0      24.0       96.0      EV   \n",
+       "288486  2013      8    9    2144.0       75.0     109.0       70.0      B6   \n",
+       "288487  2013      8    9    2144.0      134.0    2255.0      124.0      EV   \n",
+       "288488  2013      8    9    2145.0      105.0    2352.0       87.0      MQ   \n",
+       "288489  2013      8    9    2145.0       76.0     118.0       98.0      UA   \n",
+       "288490  2013      8    9    2145.0      185.0     109.0      195.0      UA   \n",
+       "288493  2013      8    9    2147.0      172.0     104.0      159.0      VX   \n",
+       "288494  2013      8    9    2148.0      138.0      29.0      153.0      9E   \n",
+       "288495  2013      8    9    2149.0       79.0    2323.0       88.0      WN   \n",
+       "288496  2013      8    9    2151.0      129.0    2324.0      144.0      EV   \n",
+       "288499  2013      8    9    2159.0      112.0      37.0       98.0      B6   \n",
+       "288501  2013      8    9    2203.0      272.0    2330.0      281.0      B6   \n",
+       "288502  2013      8    9    2204.0      154.0    2317.0      148.0      EV   \n",
+       "288503  2013      8    9    2205.0      185.0      17.0      165.0      DL   \n",
+       "288504  2013      8    9    2207.0      187.0    2306.0      156.0      US   \n",
+       "288505  2013      8    9    2209.0      128.0     121.0      136.0      VX   \n",
+       "288507  2013      8    9    2212.0      222.0    2328.0      213.0      MQ   \n",
+       "288508  2013      8    9    2215.0      256.0     108.0      242.0      DL   \n",
+       "288509  2013      8    9    2216.0       96.0    2344.0      110.0      B6   \n",
+       "288510  2013      8    9    2219.0       79.0    2358.0       68.0      MQ   \n",
+       "288512  2013      8    9    2226.0       89.0     116.0       77.0      UA   \n",
+       "288513  2013      8    9    2227.0       87.0     108.0       92.0      B6   \n",
+       "288514  2013      8    9    2230.0       61.0    2344.0       54.0      EV   \n",
+       "288515  2013      8    9    2233.0       77.0       6.0       77.0      B6   \n",
+       "288516  2013      8    9    2236.0      151.0      11.0      142.0      B6   \n",
+       "288517  2013      8    9    2236.0      101.0    2342.0       72.0      WN   \n",
+       "288518  2013      8    9    2238.0      163.0      40.0      143.0      EV   \n",
+       "288519  2013      8    9    2241.0      162.0       5.0      139.0      EV   \n",
+       "288520  2013      8    9    2242.0      162.0     128.0      164.0      EV   \n",
+       "288522  2013      8    9    2248.0      168.0    2342.0      144.0      US   \n",
+       "288523  2013      8    9    2250.0      255.0      28.0      258.0      MQ   \n",
+       "288524  2013      8    9    2251.0      191.0     103.0      201.0      EV   \n",
+       "288525  2013      8    9    2251.0      109.0     145.0      121.0      UA   \n",
+       "288526  2013      8    9    2255.0       75.0       9.0       69.0      MQ   \n",
+       "288527  2013      8    9    2301.0      141.0      49.0      134.0      MQ   \n",
+       "288529  2013      8    9    2310.0      105.0     109.0       90.0      B6   \n",
+       "288531  2013      8    9    2315.0      185.0      27.0      173.0      B6   \n",
+       "288532  2013      8    9    2319.0      109.0      42.0       98.0      EV   \n",
+       "288533  2013      8    9    2321.0       96.0     205.0      107.0      B6   \n",
+       "288534  2013      8    9    2323.0       63.0      31.0       56.0      EV   \n",
+       "288535  2013      8    9    2324.0      168.0      34.0      149.0      B6   \n",
+       "288536  2013      8    9    2330.0      120.0     146.0      107.0      B6   \n",
+       "288538  2013      8    9    2339.0      151.0     219.0      140.0      UA   \n",
+       "288539  2013      8    9    2341.0      136.0     143.0      109.0      B6   \n",
+       "288541  2013      8    9    2343.0      172.0     230.0      152.0      B6   \n",
+       "288542  2013      8    9    2344.0      145.0     206.0      132.0      B6   \n",
+       "288543  2013      8    9    2351.0       66.0      50.0       51.0      B6   \n",
+       "288544  2013      8    9    2354.0      119.0     220.0       97.0      B6   \n",
+       "288545  2013      8    9    2355.0      205.0     115.0      193.0      FL   \n",
+       "288546  2013      8    9    2358.0       73.0     113.0       70.0      B6   \n",
+       "288750  2013      8   10     815.0       70.0    1203.0       65.0      B6   \n",
+       "288818  2013      8   10     914.0       74.0    1133.0       72.0      B6   \n",
+       "288863  2013      8   10    1014.0       81.0    1217.0       74.0      EV   \n",
+       "288875  2013      8   10    1029.0       89.0    1314.0       68.0      B6   \n",
+       "288881  2013      8   10    1038.0       87.0    1250.0       76.0      UA   \n",
+       "288899  2013      8   10    1110.0       75.0    1257.0      102.0      MQ   \n",
+       "288908  2013      8   10    1120.0      230.0    1323.0      220.0      EV   \n",
+       "288917  2013      8   10    1138.0       69.0    1410.0       60.0      B6   \n",
+       "288939  2013      8   10    1202.0      167.0    1316.0      160.0      DL   \n",
+       "288951  2013      8   10    1226.0       61.0    1324.0       53.0      B6   \n",
+       "288970  2013      8   10    1257.0       72.0    1442.0       62.0      MQ   \n",
+       "288983  2013      8   10    1308.0       98.0    1416.0       80.0      EV   \n",
+       "289018  2013      8   10    1357.0      107.0    1626.0       86.0      AA   \n",
+       "289032  2013      8   10    1426.0       86.0    1548.0       83.0      UA   \n",
+       "289090  2013      8   10    1526.0       65.0    1842.0       84.0      B6   \n",
+       "289103  2013      8   10    1540.0      137.0    1746.0      135.0      EV   \n",
+       "289108  2013      8   10    1543.0      182.0    1812.0      174.0      B6   \n",
+       "289152  2013      8   10    1631.0      103.0    1856.0      124.0      US   \n",
+       "289159  2013      8   10    1638.0      218.0    1745.0      209.0      US   \n",
+       "289161  2013      8   10    1639.0      109.0    1803.0       89.0      EV   \n",
+       "289185  2013      8   10    1700.0       70.0    1948.0       58.0      WN   \n",
+       "289204  2013      8   10    1719.0       94.0    2015.0      131.0      EV   \n",
+       "289221  2013      8   10    1734.0       74.0    2029.0       93.0      DL   \n",
+       "289228  2013      8   10    1743.0       68.0    2051.0       67.0      B6   \n",
+       "289234  2013      8   10    1748.0      178.0    2002.0      168.0      9E   \n",
+       "289238  2013      8   10    1754.0       89.0    2038.0       70.0      B6   \n",
+       "289255  2013      8   10    1817.0      167.0    2032.0      157.0      MQ   \n",
+       "289256  2013      8   10    1820.0      105.0    1959.0      103.0      EV   \n",
+       "289269  2013      8   10    1827.0      207.0    2041.0      228.0      US   \n",
+       "289272  2013      8   10    1829.0       79.0    2106.0       61.0      AA   \n",
+       "289280  2013      8   10    1834.0      118.0    1932.0       87.0      B6   \n",
+       "289285  2013      8   10    1844.0      244.0    2102.0      255.0      B6   \n",
+       "289302  2013      8   10    1911.0       72.0    2103.0       44.0      EV   \n",
+       "289345  2013      8   10    1957.0       82.0    2315.0       80.0      AA   \n",
+       "289350  2013      8   10    2007.0       89.0    2148.0       91.0      B6   \n",
+       "289355  2013      8   10    2014.0       74.0    2231.0       60.0      DL   \n",
+       "289374  2013      8   10    2058.0       63.0    2244.0       59.0      MQ   \n",
+       "289382  2013      8   10    2117.0       97.0      53.0      118.0      B6   \n",
+       "289387  2013      8   10    2125.0      144.0      36.0      143.0      B6   \n",
+       "289389  2013      8   10    2129.0       79.0    2249.0       75.0      B6   \n",
+       "289400  2013      8   10    2207.0       67.0      40.0       64.0      B6   \n",
+       "289408  2013      8   10    2308.0      109.0     130.0       96.0      B6   \n",
+       "289412  2013      8   10    2400.0       75.0     110.0       69.0      B6   \n",
+       "289418  2013      8   11     100.0      360.0     318.0      335.0      DL   \n",
+       "289419  2013      8   11     103.0      184.0     206.0      159.0      EV   \n",
+       "289595  2013      8   11     847.0      107.0    1211.0      127.0      DL   \n",
+       "289649  2013      8   11     949.0      199.0       NaN        NaN      US   \n",
+       "289717  2013      8   11    1120.0       80.0    1330.0       55.0      DL   \n",
+       "289774  2013      8   11    1238.0      133.0    1425.0      120.0      MQ   \n",
+       "289835  2013      8   11    1348.0      168.0    1546.0      169.0      EV   \n",
+       "289848  2013      8   11    1400.0      110.0    1559.0      129.0      AA   \n",
+       "289857  2013      8   11    1416.0      136.0    1630.0      152.0      EV   \n",
+       "289931  2013      8   11    1520.0      195.0    1735.0      185.0      MQ   \n",
+       "289948  2013      8   11    1535.0       66.0    1755.0       56.0      MQ   \n",
+       "290004  2013      8   11    1621.0      156.0    1956.0      201.0      AA   \n",
+       "290028  2013      8   11    1648.0       93.0    1827.0      120.0      EV   \n",
+       "290033  2013      8   11    1653.0      108.0    2032.0      117.0      AA   \n",
+       "290070  2013      8   11    1719.0       69.0    2006.0       81.0      MQ   \n",
+       "290091  2013      8   11    1737.0       70.0    2248.0        NaN      EV   \n",
+       "290127  2013      8   11    1825.0       75.0    2031.0      101.0      EV   \n",
+       "290169  2013      8   11    1905.0       65.0    2231.0       89.0      B6   \n",
+       "290170  2013      8   11    1905.0       65.0    2247.0       77.0      B6   \n",
+       "290183  2013      8   11    1918.0       63.0    2238.0       63.0      DL   \n",
+       "290194  2013      8   11    1931.0       91.0    2058.0       98.0      WN   \n",
+       "290196  2013      8   11    1931.0       76.0    2216.0      100.0      UA   \n",
+       "290199  2013      8   11    1933.0      108.0    2201.0      111.0      DL   \n",
+       "290236  2013      8   11    2003.0       61.0    2132.0       65.0      EV   \n",
+       "290239  2013      8   11    2015.0      140.0      12.0      172.0      AA   \n",
+       "290241  2013      8   11    2018.0      114.0    2336.0      127.0      B6   \n",
+       "290242  2013      8   11    2018.0      138.0    2218.0      126.0      DL   \n",
+       "290244  2013      8   11    2019.0      114.0    2233.0      121.0      DL   \n",
+       "290262  2013      8   11    2042.0       78.0    2355.0       95.0      UA   \n",
+       "290263  2013      8   11    2043.0       68.0    2256.0       74.0      EV   \n",
+       "290274  2013      8   11    2055.0      115.0    2320.0      114.0      FL   \n",
+       "290298  2013      8   11    2126.0       61.0      27.0       66.0      B6   \n",
+       "290305  2013      8   11    2136.0       66.0    2233.0       37.0      9E   \n",
+       "290309  2013      8   11    2140.0      100.0      13.0       89.0      UA   \n",
+       "290314  2013      8   11    2148.0      103.0      17.0      103.0      EV   \n",
+       "290322  2013      8   11    2207.0      128.0    2330.0      104.0      EV   \n",
+       "290330  2013      8   11    2237.0       72.0      56.0       77.0      B6   \n",
+       "290336  2013      8   11    2310.0       85.0     146.0       88.0      B6   \n",
+       "290337  2013      8   11    2315.0      340.0     216.0      328.0      B6   \n",
+       "290340  2013      8   11    2349.0      114.0     221.0       98.0      B6   \n",
+       "290346  2013      8   12     131.0       92.0     528.0      104.0      B6   \n",
+       "290464  2013      8   12     723.0       63.0     912.0       55.0      EV   \n",
+       "290468  2013      8   12     725.0       75.0     848.0       83.0      WN   \n",
+       "290606  2013      8   12     926.0       71.0    1139.0       69.0      9E   \n",
+       "290619  2013      8   12     940.0      125.0    1222.0      137.0      AA   \n",
+       "290677  2013      8   12    1049.0       79.0    1157.0       78.0      B6   \n",
+       "290696  2013      8   12    1108.0       68.0    1258.0       93.0      EV   \n",
+       "290714  2013      8   12    1132.0      162.0    1234.0      140.0      9E   \n",
+       "290723  2013      8   12    1142.0       72.0    1527.0      102.0      AA   \n",
+       "290754  2013      8   12    1207.0       92.0    1328.0       94.0      B6   \n",
+       "290816  2013      8   12    1333.0       63.0    1448.0       56.0      B6   \n",
+       "290827  2013      8   12    1347.0       65.0    1450.0       61.0      B6   \n",
+       "290830  2013      8   12    1352.0       71.0    1628.0       70.0      B6   \n",
+       "290847  2013      8   12    1418.0      108.0    1549.0      108.0      9E   \n",
+       "290858  2013      8   12    1437.0       65.0    1539.0       48.0      EV   \n",
+       "290864  2013      8   12    1442.0       87.0    1729.0       91.0      B6   \n",
+       "290886  2013      8   12    1454.0      104.0    1744.0       99.0      UA   \n",
+       "290964  2013      8   12    1556.0       62.0    1829.0       79.0      EV   \n",
+       "290997  2013      8   12    1633.0      108.0    1901.0      101.0      B6   \n",
+       "291001  2013      8   12    1637.0       68.0    1921.0       60.0      B6   \n",
+       "291041  2013      8   12    1707.0      132.0    1905.0      124.0      9E   \n",
+       "291081  2013      8   12    1733.0      123.0    2000.0      125.0      MQ   \n",
+       "291090  2013      8   12    1746.0       70.0    1858.0       53.0      B6   \n",
+       "291093  2013      8   12    1749.0       84.0    1913.0       34.0      9E   \n",
+       "291107  2013      8   12    1802.0       87.0    1939.0       83.0      EV   \n",
+       "291116  2013      8   12    1813.0       67.0    2212.0       61.0      B6   \n",
+       "291139  2013      8   12    1830.0      120.0    2124.0       99.0      B6   \n",
+       "291149  2013      8   12    1839.0       64.0    2129.0       89.0      WN   \n",
+       "291153  2013      8   12    1847.0       72.0    1950.0       44.0      DL   \n",
+       "291170  2013      8   12    1907.0       98.0    2027.0       92.0      EV   \n",
+       "291213  2013      8   12    1943.0      153.0    2320.0      165.0      UA   \n",
+       "291215  2013      8   12    1948.0      169.0    2209.0      160.0      UA   \n",
+       "291217  2013      8   12    1950.0      170.0    2142.0      139.0      9E   \n",
+       "291232  2013      8   12    2004.0       84.0    2219.0       70.0      9E   \n",
+       "291237  2013      8   12    2007.0      107.0    2219.0       87.0      9E   \n",
+       "291240  2013      8   12    2008.0       83.0    2222.0       67.0      DL   \n",
+       "291243  2013      8   12    2020.0      115.0    2220.0       94.0      9E   \n",
+       "291258  2013      8   12    2039.0       99.0    2318.0      106.0      DL   \n",
+       "291259  2013      8   12    2041.0       71.0    2247.0       51.0      9E   \n",
+       "291260  2013      8   12    2045.0       90.0    2256.0       85.0      EV   \n",
+       "291270  2013      8   12    2050.0       70.0    2251.0       69.0      EV   \n",
+       "291285  2013      8   12    2105.0      405.0    2233.0      400.0      FL   \n",
+       "291296  2013      8   12    2119.0       89.0    2253.0       83.0      AA   \n",
+       "291299  2013      8   12    2122.0      142.0    2345.0      139.0      FL   \n",
+       "291306  2013      8   12    2134.0       64.0    2250.0       60.0      WN   \n",
+       "291309  2013      8   12    2141.0       76.0      50.0       86.0      UA   \n",
+       "291317  2013      8   12    2156.0       65.0      58.0       60.0      B6   \n",
+       "291335  2013      8   12    2306.0      156.0       8.0      133.0      WN   \n",
+       "291346  2013      8   13     208.0      129.0     600.0      136.0      B6   \n",
+       "291491  2013      8   13     749.0      104.0    1028.0      128.0      MQ   \n",
+       "291590  2013      8   13     923.0       68.0    1137.0      127.0      MQ   \n",
+       "291603  2013      8   13     941.0      221.0    1123.0      251.0      EV   \n",
+       "291622  2013      8   13    1008.0       98.0    1233.0      138.0      MQ   \n",
+       "291623  2013      8   13    1014.0      119.0    1157.0      132.0      EV   \n",
+       "291625  2013      8   13    1016.0      196.0    1210.0      190.0      9E   \n",
+       "291646  2013      8   13    1033.0      174.0    1221.0      168.0      EV   \n",
+       "291652  2013      8   13    1045.0      170.0    1236.0      161.0      MQ   \n",
+       "291655  2013      8   13    1056.0       76.0    1231.0      100.0      9E   \n",
+       "291657  2013      8   13    1057.0       62.0    1308.0       55.0      9E   \n",
+       "291659  2013      8   13    1100.0       75.0    1407.0       62.0      AA   \n",
+       "291668  2013      8   13    1112.0       72.0    1233.0       60.0      FL   \n",
+       "291671  2013      8   13    1114.0       77.0    1255.0       54.0      US   \n",
+       "291678  2013      8   13    1129.0       64.0    1405.0       57.0      B6   \n",
+       "291697  2013      8   13    1156.0      204.0    1417.0      228.0      EV   \n",
+       "291701  2013      8   13    1202.0      103.0    1401.0      115.0      US   \n",
+       "291707  2013      8   13    1213.0      178.0    1433.0      191.0      EV   \n",
+       "291711  2013      8   13    1221.0      106.0    1331.0       97.0      B6   \n",
+       "291712  2013      8   13    1221.0      136.0    1356.0      146.0      EV   \n",
+       "291717  2013      8   13    1226.0      117.0    1523.0      133.0      B6   \n",
+       "291723  2013      8   13    1237.0       97.0    1338.0       83.0      US   \n",
+       "291725  2013      8   13    1239.0      129.0    1447.0      127.0      DL   \n",
+       "291733  2013      8   13    1255.0       85.0    1444.0       75.0      US   \n",
+       "291734  2013      8   13    1255.0       65.0    1514.0       59.0      WN   \n",
+       "291735  2013      8   13    1255.0       79.0    1454.0       76.0      YV   \n",
+       "291737  2013      8   13    1257.0      117.0    1524.0      115.0      DL   \n",
+       "291739  2013      8   13    1259.0      124.0    1544.0      106.0      B6   \n",
+       "291741  2013      8   13    1301.0       61.0    1427.0       54.0      UA   \n",
+       "291746  2013      8   13    1308.0      118.0    1440.0      110.0      EV   \n",
+       "291752  2013      8   13    1317.0       69.0    1636.0      104.0      B6   \n",
+       "291753  2013      8   13    1317.0       77.0    1553.0      104.0      UA   \n",
+       "291759  2013      8   13    1323.0      109.0    1554.0       99.0      UA   \n",
+       "291764  2013      8   13    1327.0      122.0    1447.0      107.0      WN   \n",
+       "291767  2013      8   13    1329.0       89.0    1529.0       95.0      US   \n",
+       "291768  2013      8   13    1332.0       97.0    1614.0       80.0      DL   \n",
+       "291771  2013      8   13    1335.0      215.0    1544.0      216.0      EV   \n",
+       "291772  2013      8   13    1336.0      141.0    1639.0      159.0      AA   \n",
+       "291773  2013      8   13    1337.0      132.0    1629.0      109.0      AA   \n",
+       "291778  2013      8   13    1342.0      127.0    1637.0      106.0      DL   \n",
+       "291780  2013      8   13    1346.0       67.0    1631.0       57.0      B6   \n",
+       "291783  2013      8   13    1353.0      113.0    1612.0       96.0      DL   \n",
+       "291797  2013      8   13    1413.0       63.0    1627.0       51.0      FL   \n",
+       "291798  2013      8   13    1416.0       79.0    1619.0       82.0      US   \n",
+       "291803  2013      8   13    1420.0      100.0    1718.0       93.0      WN   \n",
+       "291805  2013      8   13    1425.0       82.0    1532.0       73.0      EV   \n",
+       "291806  2013      8   13    1426.0      116.0    1555.0      123.0      B6   \n",
+       "291807  2013      8   13    1426.0      117.0    1529.0      102.0      EV   \n",
+       "291815  2013      8   13    1437.0      116.0    1704.0      106.0      B6   \n",
+       "291817  2013      8   13    1439.0       61.0    1758.0       84.0      B6   \n",
+       "291821  2013      8   13    1443.0       88.0    1732.0       94.0      B6   \n",
+       "291825  2013      8   13    1451.0       86.0    1735.0      110.0      F9   \n",
+       "291831  2013      8   13    1453.0       89.0    1627.0       89.0      EV   \n",
+       "291851  2013      8   13    1500.0       83.0    1701.0      100.0      EV   \n",
+       "291855  2013      8   13    1504.0       76.0    1635.0       86.0      B6   \n",
+       "291862  2013      8   13    1512.0      102.0    1737.0      112.0      WN   \n",
+       "291865  2013      8   13    1515.0       88.0    1633.0       80.0      UA   \n",
+       "291866  2013      8   13    1516.0       61.0    1727.0       58.0      DL   \n",
+       "291868  2013      8   13    1518.0       70.0    1716.0       66.0      EV   \n",
+       "291870  2013      8   13    1519.0       84.0    2138.0        NaN      UA   \n",
+       "291876  2013      8   13    1528.0       93.0    1653.0       93.0      WN   \n",
+       "291878  2013      8   13    1529.0       84.0    1629.0       73.0      B6   \n",
+       "291880  2013      8   13    1529.0       69.0    1720.0       60.0      MQ   \n",
+       "291888  2013      8   13    1537.0       87.0    1753.0       78.0      FL   \n",
+       "291897  2013      8   13    1546.0       67.0    1733.0       49.0      DL   \n",
+       "291903  2013      8   13    1554.0       64.0    1811.0       52.0      EV   \n",
+       "291907  2013      8   13    1556.0       63.0    1750.0       58.0      EV   \n",
+       "291908  2013      8   13    1557.0       67.0    1708.0       34.0      9E   \n",
+       "291923  2013      8   13    1608.0      248.0    1839.0      281.0      EV   \n",
+       "291925  2013      8   13    1610.0       71.0    1810.0       76.0      EV   \n",
+       "291930  2013      8   13    1613.0      104.0    2047.0      137.0      B6   \n",
+       "291933  2013      8   13    1613.0       63.0    1744.0       69.0      MQ   \n",
+       "291935  2013      8   13    1616.0      100.0    1740.0       99.0      EV   \n",
+       "291938  2013      8   13    1618.0       78.0    1718.0       54.0      US   \n",
+       "291947  2013      8   13    1627.0      102.0    1918.0       91.0      B6   \n",
+       "291957  2013      8   13    1644.0       74.0    1939.0       84.0      DL   \n",
+       "291958  2013      8   13    1644.0       86.0    1902.0       80.0      EV   \n",
+       "291974  2013      8   13    1657.0       62.0    1838.0       69.0      UA   \n",
+       "291975  2013      8   13    1658.0       63.0    1814.0       35.0      9E   \n",
+       "291977  2013      8   13    1658.0       73.0    1908.0       72.0      EV   \n",
+       "291978  2013      8   13    1659.0       94.0    1829.0       95.0      EV   \n",
+       "291980  2013      8   13    1700.0       70.0    1852.0       63.0      9E   \n",
+       "291987  2013      8   13    1702.0      152.0    1803.0      142.0      EV   \n",
+       "291988  2013      8   13    1703.0      158.0    1820.0      156.0      EV   \n",
+       "292009  2013      8   13    1722.0      101.0    1935.0      104.0      EV   \n",
+       "292013  2013      8   13    1727.0       72.0    1950.0       50.0      9E   \n",
+       "292016  2013      8   13    1728.0      118.0    1854.0      129.0      WN   \n",
+       "292026  2013      8   13    1739.0       79.0    2124.0       99.0      AA   \n",
+       "292038  2013      8   13    1753.0       77.0    1913.0       68.0      B6   \n",
+       "292048  2013      8   13    1801.0       92.0    2149.0      142.0      B6   \n",
+       "292049  2013      8   13    1801.0       99.0    2009.0      103.0      EV   \n",
+       "292052  2013      8   13    1803.0       98.0    2111.0      103.0      B6   \n",
+       "292057  2013      8   13    1810.0      115.0    2003.0      118.0      9E   \n",
+       "292062  2013      8   13    1812.0      132.0    1939.0      112.0      EV   \n",
+       "292064  2013      8   13    1815.0       63.0    1944.0       60.0      B6   \n",
+       "292065  2013      8   13    1815.0       75.0    2056.0       61.0      WN   \n",
+       "292069  2013      8   13    1818.0      288.0    2040.0      308.0      EV   \n",
+       "292071  2013      8   13    1820.0       95.0    2000.0       93.0      B6   \n",
+       "292076  2013      8   13    1825.0      149.0    2048.0      170.0      EV   \n",
+       "292081  2013      8   13    1828.0      113.0    1946.0      106.0      WN   \n",
+       "292087  2013      8   13    1831.0       66.0    2210.0      108.0      DL   \n",
+       "292097  2013      8   13    1844.0      109.0    2254.0      184.0      AA   \n",
+       "292099  2013      8   13    1849.0       80.0    2232.0       97.0      VX   \n",
+       "292100  2013      8   13    1851.0       83.0    2036.0      103.0      EV   \n",
+       "292102  2013      8   13    1852.0      106.0      28.0      197.0      B6   \n",
+       "292105  2013      8   13    1855.0       95.0    2016.0       86.0      MQ   \n",
+       "292116  2013      8   13    1906.0       78.0    2159.0       84.0      B6   \n",
+       "292129  2013      8   13    1919.0      124.0    2121.0       89.0      9E   \n",
+       "292130  2013      8   13    1920.0       85.0    2032.0       71.0      B6   \n",
+       "292142  2013      8   13    1930.0       65.0    2143.0       71.0      DL   \n",
+       "292143  2013      8   13    1930.0      115.0    2156.0      116.0      WN   \n",
+       "292145  2013      8   13    1931.0       71.0    2145.0       57.0      9E   \n",
+       "292148  2013      8   13    1932.0       67.0    2255.0       71.0      UA   \n",
+       "292159  2013      8   13    1944.0      189.0    2149.0      196.0      EV   \n",
+       "292160  2013      8   13    1946.0       81.0    2253.0       66.0      AS   \n",
+       "292167  2013      8   13    1952.0      146.0    2255.0      198.0      EV   \n",
+       "292173  2013      8   13    1954.0      144.0    2225.0      154.0      F9   \n",
+       "292179  2013      8   13    1959.0       64.0    2342.0       86.0      B6   \n",
+       "292180  2013      8   13    2001.0      102.0    2331.0      133.0      B6   \n",
+       "292183  2013      8   13    2002.0       93.0    2259.0       77.0      UA   \n",
+       "292199  2013      8   13    2026.0      146.0    2206.0      166.0      WN   \n",
+       "292203  2013      8   13    2036.0      126.0    2246.0      101.0      WN   \n",
+       "292212  2013      8   13    2053.0       88.0       9.0       86.0      DL   \n",
+       "292220  2013      8   13    2058.0      113.0    2228.0      108.0      EV   \n",
+       "292233  2013      8   13    2118.0      103.0    2334.0      134.0      MQ   \n",
+       "292234  2013      8   13    2119.0      139.0      47.0      195.0      DL   \n",
+       "292242  2013      8   13    2131.0      116.0    2354.0      134.0      EV   \n",
+       "292246  2013      8   13    2138.0       68.0    2310.0       80.0      WN   \n",
+       "292255  2013      8   13    2157.0       92.0      59.0       98.0      B6   \n",
+       "292256  2013      8   13    2203.0      142.0      42.0      155.0      EV   \n",
+       "292257  2013      8   13    2205.0      160.0      47.0      125.0      UA   \n",
+       "292258  2013      8   13    2210.0       81.0      21.0       77.0      EV   \n",
+       "292268  2013      8   13    2235.0       94.0     212.0       72.0      B6   \n",
+       "292274  2013      8   13    2248.0       68.0       9.0       69.0      MQ   \n",
+       "292279  2013      8   13    2305.0       66.0       4.0       40.0      UA   \n",
+       "292280  2013      8   13    2318.0      208.0     146.0      211.0      EV   \n",
+       "292281  2013      8   13    2333.0      129.0     219.0      109.0      UA   \n",
+       "292282  2013      8   13    2351.0      119.0      35.0       97.0      EV   \n",
+       "292586  2013      8   14     859.0       79.0    1031.0       96.0      WN   \n",
+       "292615  2013      8   14     930.0       61.0    1131.0       87.0      MQ   \n",
+       "292628  2013      8   14     952.0       80.0    1152.0       83.0      EV   \n",
+       "292743  2013      8   14    1204.0      125.0    1446.0      129.0      B6   \n",
+       "292811  2013      8   14    1329.0      149.0    1513.0      140.0      EV   \n",
+       "292834  2013      8   14    1403.0      128.0    1529.0      126.0      EV   \n",
+       "292853  2013      8   14    1434.0       65.0    1615.0       38.0      EV   \n",
+       "292916  2013      8   14    1528.0       72.0    1648.0       68.0      EV   \n",
+       "292940  2013      8   14    1546.0       81.0    1749.0       84.0      EV   \n",
+       "292954  2013      8   14    1556.0      127.0    1845.0      126.0      UA   \n",
+       "292960  2013      8   14    1600.0      180.0    1719.0      174.0      WN   \n",
+       "292977  2013      8   14    1611.0      102.0    2017.0      107.0      B6   \n",
+       "292979  2013      8   14    1616.0       77.0    1827.0       93.0      EV   \n",
+       "292987  2013      8   14    1621.0       91.0    1854.0       95.0      EV   \n",
+       "292991  2013      8   14    1625.0       67.0    1900.0       78.0      EV   \n",
+       "293007  2013      8   14    1640.0       71.0    1821.0       64.0      EV   \n",
+       "293039  2013      8   14    1703.0      124.0    1931.0       95.0      UA   \n",
+       "293042  2013      8   14    1707.0       97.0    2105.0      135.0      DL   \n",
+       "293071  2013      8   14    1731.0       87.0    1857.0       69.0      EV   \n",
+       "293098  2013      8   14    1758.0      158.0    1936.0      151.0      AA   \n",
+       "293109  2013      8   14    1804.0      185.0    1955.0      186.0      MQ   \n",
+       "293113  2013      8   14    1811.0      331.0       NaN        NaN      WN   \n",
+       "293131  2013      8   14    1826.0       62.0    2108.0       53.0      UA   \n",
+       "293138  2013      8   14    1832.0       92.0    2340.0        NaN      WN   \n",
+       "293164  2013      8   14    1859.0      194.0    2220.0      194.0      DL   \n",
+       "293165  2013      8   14    1900.0       75.0    2117.0       67.0      DL   \n",
+       "293167  2013      8   14    1903.0       94.0    2049.0       80.0      EV   \n",
+       "293196  2013      8   14    1931.0      142.0    2243.0      169.0      B6   \n",
+       "293197  2013      8   14    1932.0       63.0    2230.0       48.0      UA   \n",
+       "293202  2013      8   14    1939.0       77.0    2250.0       55.0      UA   \n",
+       "293210  2013      8   14    1949.0      149.0    2202.0      152.0      EV   \n",
+       "293221  2013      8   14    2000.0      301.0    2301.0      300.0      9E   \n",
+       "293224  2013      8   14    2003.0       70.0    2221.0       82.0      US   \n",
+       "293238  2013      8   14    2015.0       63.0    2207.0       52.0      EV   \n",
+       "293257  2013      8   14    2042.0       80.0    2143.0       47.0      UA   \n",
+       "293260  2013      8   14    2045.0       75.0    2339.0       58.0      UA   \n",
+       "293266  2013      8   14    2051.0       70.0    2309.0       62.0      EV   \n",
+       "293268  2013      8   14    2053.0      113.0    2341.0      129.0      DL   \n",
+       "293287  2013      8   14    2123.0      138.0    2318.0      118.0      EV   \n",
+       "293289  2013      8   14    2125.0       64.0    2250.0       50.0      UA   \n",
+       "293293  2013      8   14    2128.0       63.0     117.0      116.0      B6   \n",
+       "293303  2013      8   14    2145.0      140.0      57.0      134.0      DL   \n",
+       "293304  2013      8   14    2145.0      105.0      47.0       97.0      DL   \n",
+       "293311  2013      8   14    2203.0       64.0      55.0       57.0      B6   \n",
+       "293312  2013      8   14    2204.0      114.0    2347.0       87.0      EV   \n",
+       "293316  2013      8   14    2232.0      107.0      20.0       72.0      9E   \n",
+       "293317  2013      8   14    2232.0      103.0     131.0       81.0      UA   \n",
+       "293321  2013      8   14    2246.0      107.0      53.0       91.0      DL   \n",
+       "293322  2013      8   14    2249.0       64.0     117.0       59.0      B6   \n",
+       "293324  2013      8   14    2259.0      120.0     132.0      119.0      EV   \n",
+       "293326  2013      8   14    2304.0       99.0     143.0      109.0      B6   \n",
+       "293327  2013      8   14    2304.0      102.0       3.0       72.0      UA   \n",
+       "293331  2013      8   14    2315.0       80.0     213.0       90.0      B6   \n",
+       "293445  2013      8   15     704.0       94.0     943.0      102.0      UA   \n",
+       "293470  2013      8   15     730.0       79.0    1116.0       82.0      B6   \n",
+       "293529  2013      8   15     813.0       83.0    1113.0      102.0      B6   \n",
+       "293624  2013      8   15     953.0       73.0    1140.0       58.0      EV   \n",
+       "293625  2013      8   15     954.0       99.0    1145.0      110.0      MQ   \n",
+       "293639  2013      8   15    1005.0      105.0    1222.0       99.0      EV   \n",
+       "293642  2013      8   15    1013.0       97.0    1327.0      106.0      UA   \n",
+       "293687  2013      8   15    1101.0      131.0    1204.0      110.0      9E   \n",
+       "293703  2013      8   15    1115.0      160.0    1348.0      123.0      UA   \n",
+       "293729  2013      8   15    1153.0       84.0    1457.0       81.0      UA   \n",
+       "293763  2013      8   15    1235.0      215.0    1612.0      197.0      UA   \n",
+       "293842  2013      8   15    1418.0       63.0    1709.0       71.0      B6   \n",
+       "293846  2013      8   15    1424.0      115.0    1532.0      105.0      EV   \n",
+       "293850  2013      8   15    1427.0       97.0    1543.0       99.0      EV   \n",
+       "293867  2013      8   15    1449.0      119.0    1555.0      116.0      B6   \n",
+       "293916  2013      8   15    1528.0       63.0    1654.0       29.0      EV   \n",
+       "293924  2013      8   15    1531.0      106.0    1821.0       96.0      AA   \n",
+       "293933  2013      8   15    1538.0       73.0    1658.0       64.0      B6   \n",
+       "293990  2013      8   15    1627.0      122.0    1743.0      119.0      EV   \n",
+       "294002  2013      8   15    1640.0       80.0    1905.0       60.0      DL   \n",
+       "294016  2013      8   15    1654.0       71.0    1921.0       41.0      UA   \n",
+       "294022  2013      8   15    1701.0       86.0    2006.0       76.0      B6   \n",
+       "294031  2013      8   15    1704.0      164.0    1923.0      154.0      UA   \n",
+       "294036  2013      8   15    1708.0      103.0    1906.0       89.0      EV   \n",
+       "294055  2013      8   15    1724.0       61.0    2014.0       29.0      UA   \n",
+       "294082  2013      8   15    1750.0      120.0    2032.0      107.0      AA   \n",
+       "294105  2013      8   15    1812.0      137.0    1955.0      146.0      UA   \n",
+       "294107  2013      8   15    1815.0       64.0    2122.0       43.0      B6   \n",
+       "294112  2013      8   15    1817.0      107.0    1928.0       88.0      EV   \n",
+       "294113  2013      8   15    1819.0       80.0    1957.0       78.0      EV   \n",
+       "294138  2013      8   15    1837.0       86.0    1941.0       50.0      B6   \n",
+       "294150  2013      8   15    1850.0      291.0    2128.0      296.0      DL   \n",
+       "294161  2013      8   15    1900.0       92.0    2040.0      107.0      EV   \n",
+       "294163  2013      8   15    1901.0       61.0    2029.0       42.0      UA   \n",
+       "294169  2013      8   15    1905.0       66.0    2136.0       82.0      EV   \n",
+       "294186  2013      8   15    1924.0      122.0    2108.0      130.0      B6   \n",
+       "294190  2013      8   15    1927.0       68.0    2200.0       42.0      B6   \n",
+       "294194  2013      8   15    1930.0       70.0    2140.0       48.0      9E   \n",
+       "294197  2013      8   15    1931.0      156.0    2208.0      142.0      UA   \n",
+       "294201  2013      8   15    1933.0       68.0    2100.0       55.0      MQ   \n",
+       "294214  2013      8   15    1947.0      108.0    2246.0      108.0      UA   \n",
+       "294238  2013      8   15    2011.0      251.0    2139.0      232.0      EV   \n",
+       "294243  2013      8   15    2019.0       64.0    2307.0       37.0      AA   \n",
+       "294251  2013      8   15    2026.0      179.0    2257.0      196.0      EV   \n",
+       "294258  2013      8   15    2030.0      145.0    2132.0      102.0      AA   \n",
+       "294263  2013      8   15    2036.0       64.0    2336.0       68.0      B6   \n",
+       "294297  2013      8   15    2129.0      137.0    2331.0      101.0      UA   \n",
+       "294300  2013      8   15    2135.0       94.0       7.0       73.0      B6   \n",
+       "294308  2013      8   15    2146.0       77.0      43.0       44.0      B6   \n",
+       "294324  2013      8   15    2237.0       80.0     110.0       61.0      UA   \n",
+       "294330  2013      8   15    2320.0      141.0     214.0      114.0      UA   \n",
+       "294338  2013      8   16      23.0      153.0     303.0      138.0      B6   \n",
+       "294339  2013      8   16      27.0      161.0     322.0      172.0      B6   \n",
+       "294340  2013      8   16      43.0      223.0     321.0      189.0      DL   \n",
+       "294456  2013      8   16     715.0       75.0     907.0       76.0      EV   \n",
+       "294609  2013      8   16     932.0       92.0    1153.0       92.0      B6   \n",
+       "294611  2013      8   16     932.0       62.0    1111.0       53.0      EV   \n",
+       "294656  2013      8   16    1024.0      104.0    1133.0       90.0      EV   \n",
+       "294687  2013      8   16    1102.0      179.0    1250.0      154.0      EV   \n",
+       "294697  2013      8   16    1109.0      109.0    1319.0      106.0      EV   \n",
+       "294715  2013      8   16    1140.0       65.0    1308.0       74.0      B6   \n",
+       "294740  2013      8   16    1159.0       79.0    1350.0       70.0      EV   \n",
+       "294756  2013      8   16    1232.0       93.0    1338.0       83.0      EV   \n",
+       "294759  2013      8   16    1242.0      297.0    1427.0      267.0      9E   \n",
+       "294814  2013      8   16    1334.0      271.0    1531.0      225.0      UA   \n",
+       "294819  2013      8   16    1340.0       90.0    1617.0       77.0      AA   \n",
+       "294859  2013      8   16    1436.0      161.0    1536.0      133.0      EV   \n",
+       "294868  2013      8   16    1444.0      135.0    1550.0      127.0      UA   \n",
+       "294921  2013      8   16    1530.0      174.0    1727.0      182.0      EV   \n",
+       "294936  2013      8   16    1542.0      103.0    1821.0      109.0      DL   \n",
+       "294949  2013      8   16    1551.0       66.0    1819.0       59.0      B6   \n",
+       "294967  2013      8   16    1604.0       64.0    1858.0       63.0      AA   \n",
+       "294971  2013      8   16    1604.0       99.0    1726.0      102.0      EV   \n",
+       "294990  2013      8   16    1624.0       79.0    1906.0       76.0      UA   \n",
+       "294991  2013      8   16    1624.0      119.0    1801.0       96.0      EV   \n",
+       "295011  2013      8   16    1640.0       70.0    1805.0       50.0      WN   \n",
+       "295016  2013      8   16    1651.0       71.0    1959.0       61.0      UA   \n",
+       "295018  2013      8   16    1652.0      233.0    1935.0      224.0      UA   \n",
+       "295083  2013      8   16    1738.0       62.0    1911.0       66.0      B6   \n",
+       "295099  2013      8   16    1753.0       70.0    1952.0       45.0      EV   \n",
+       "295116  2013      8   16    1813.0      193.0    2016.0      172.0      EV   \n",
+       "295118  2013      8   16    1814.0      124.0    1951.0      101.0      EV   \n",
+       "295148  2013      8   16    1835.0       84.0    2020.0       95.0      UA   \n",
+       "295179  2013      8   16    1907.0      137.0    2051.0      112.0      DL   \n",
+       "295211  2013      8   16    1940.0      131.0    2209.0      104.0      UA   \n",
+       "295238  2013      8   16    2010.0       65.0    2120.0       40.0      EV   \n",
+       "295272  2013      8   16    2057.0       77.0    2336.0       41.0      B6   \n",
+       "295275  2013      8   16    2100.0      110.0    2222.0       86.0      EV   \n",
+       "295278  2013      8   16    2105.0       74.0    2325.0       38.0      UA   \n",
+       "295279  2013      8   16    2108.0       73.0    2257.0       40.0      EV   \n",
+       "295289  2013      8   16    2126.0      211.0    2345.0      180.0      AA   \n",
+       "295298  2013      8   16    2138.0       86.0      10.0       50.0      UA   \n",
+       "295307  2013      8   16    2211.0       70.0     204.0       64.0      B6   \n",
+       "295310  2013      8   16    2222.0       63.0     101.0       67.0      B6   \n",
+       "295312  2013      8   16    2232.0       93.0       1.0       54.0      EV   \n",
+       "295319  2013      8   16    2249.0      294.0     127.0      247.0      AA   \n",
+       "295320  2013      8   16    2250.0      115.0      19.0       94.0      EV   \n",
+       "295323  2013      8   16    2254.0      125.0      52.0      108.0      EV   \n",
+       "295324  2013      8   16    2254.0      102.0     224.0       74.0      UA   \n",
+       "295337  2013      8   17     106.0      255.0     339.0      221.0      B6   \n",
+       "295338  2013      8   17     134.0       95.0     543.0      123.0      B6   \n",
+       "295526  2013      8   17     856.0       86.0    1140.0       90.0      B6   \n",
+       "295572  2013      8   17     955.0      105.0    1241.0      100.0      DL   \n",
+       "295589  2013      8   17    1021.0      121.0    1225.0      104.0      9E   \n",
+       "295592  2013      8   17    1022.0       82.0    1322.0       85.0      DL   \n",
+       "295717  2013      8   17    1329.0       65.0    1443.0       61.0      EV   \n",
+       "295725  2013      8   17    1343.0      168.0    1723.0      158.0      B6   \n",
+       "295802  2013      8   17    1507.0       72.0    1658.0       43.0      EV   \n",
+       "295819  2013      8   17    1529.0      299.0    1816.0      294.0      UA   \n",
+       "295820  2013      8   17    1530.0       77.0    1640.0       63.0      EV   \n",
+       "295829  2013      8   17    1537.0       86.0    1831.0       89.0      B6   \n",
+       "295849  2013      8   17    1559.0      154.0    1755.0      149.0      EV   \n",
+       "295892  2013      8   17    1641.0       71.0    1911.0       25.0      DL   \n",
+       "295901  2013      8   17    1655.0      120.0    1759.0      110.0      9E   \n",
+       "295908  2013      8   17    1700.0       92.0    1816.0       73.0      EV   \n",
+       "295926  2013      8   17    1716.0       71.0    1852.0       48.0      EV   \n",
+       "295953  2013      8   17    1740.0       75.0    2042.0       39.0      UA   \n",
+       "295966  2013      8   17    1802.0       62.0    1919.0       42.0      EV   \n",
+       "295976  2013      8   17    1818.0       63.0    2001.0       12.0      9E   \n",
+       "296009  2013      8   17    1858.0      112.0    2137.0       97.0      UA   \n",
+       "296040  2013      8   17    1949.0       79.0    2225.0       45.0      B6   \n",
+       "296056  2013      8   17    2009.0      190.0    2155.0      155.0      UA   \n",
+       "296062  2013      8   17    2026.0      126.0    2217.0       87.0      9E   \n",
+       "296068  2013      8   17    2042.0       72.0    2313.0       25.0      B6   \n",
+       "296078  2013      8   17    2110.0       69.0    2357.0       63.0      B6   \n",
+       "296090  2013      8   17    2134.0      125.0    2351.0      118.0      9E   \n",
+       "296099  2013      8   17    2217.0      107.0    2332.0       88.0      9E   \n",
+       "296104  2013      8   17    2246.0       81.0      43.0       49.0      B6   \n",
+       "296108  2013      8   17    2252.0      113.0     119.0       81.0      B6   \n",
+       "296246  2013      8   18     806.0       67.0    1101.0       79.0      B6   \n",
+       "296363  2013      8   18    1018.0       94.0    1307.0       87.0      UA   \n",
+       "296483  2013      8   18    1255.0      245.0    1424.0      250.0      9E   \n",
+       "296565  2013      8   18    1442.0      107.0    1703.0      117.0      EV   \n",
+       "296569  2013      8   18    1444.0       89.0    1617.0       88.0      EV   \n",
+       "296574  2013      8   18    1447.0       79.0    1644.0       74.0      9E   \n",
+       "296591  2013      8   18    1455.0      175.0    1706.0      188.0      EV   \n",
+       "296682  2013      8   18    1620.0       65.0    1841.0       62.0      EV   \n",
+       "296699  2013      8   18    1639.0      189.0    1947.0      189.0      B6   \n",
+       "296703  2013      8   18    1645.0      110.0    1905.0       73.0      UA   \n",
+       "296714  2013      8   18    1656.0      140.0    1757.0      138.0      EV   \n",
+       "296726  2013      8   18    1703.0       78.0    1904.0       77.0      EV   \n",
+       "296763  2013      8   18    1731.0       66.0    2020.0       52.0      B6   \n",
+       "296769  2013      8   18    1734.0       72.0    2007.0       57.0      UA   \n",
+       "296780  2013      8   18    1744.0       69.0    1901.0       60.0      EV   \n",
+       "296790  2013      8   18    1752.0      142.0    2030.0      155.0      MQ   \n",
+       "296800  2013      8   18    1805.0       96.0    2104.0       97.0      B6   \n",
+       "296840  2013      8   18    1845.0      190.0    2120.0      214.0      EV   \n",
+       "296842  2013      8   18    1849.0      165.0    2032.0      164.0      EV   \n",
+       "296847  2013      8   18    1858.0      119.0    2108.0      120.0      EV   \n",
+       "296881  2013      8   18    1929.0       74.0    2107.0       68.0      EV   \n",
+       "296885  2013      8   18    1932.0      392.0    2239.0      404.0      VX   \n",
+       "296912  2013      8   18    1953.0       97.0    2151.0       61.0      UA   \n",
+       "296919  2013      8   18    2001.0      156.0    2110.0      134.0      EV   \n",
+       "296929  2013      8   18    2016.0      105.0    2144.0      117.0      EV   \n",
+       "296948  2013      8   18    2043.0       98.0    2216.0       73.0      9E   \n",
+       "296951  2013      8   18    2044.0       64.0    2148.0       49.0      EV   \n",
+       "296956  2013      8   18    2048.0       79.0    2202.0       55.0      EV   \n",
+       "296957  2013      8   18    2050.0      235.0    2335.0      225.0      AA   \n",
+       "296960  2013      8   18    2054.0      208.0    2247.0      189.0      EV   \n",
+       "296989  2013      8   18    2137.0       67.0    2251.0       56.0      WN   \n",
+       "296995  2013      8   18    2147.0      135.0      33.0      125.0      B6   \n",
+       "297005  2013      8   18    2238.0      290.0     109.0      274.0      B6   \n",
+       "297010  2013      8   18    2245.0       86.0    2342.0       54.0      UA   \n",
+       "297013  2013      8   18    2258.0       63.0     148.0       65.0      B6   \n",
+       "297017  2013      8   18    2324.0      174.0      44.0      153.0      EV   \n",
+       "297018  2013      8   18    2334.0      154.0     201.0      145.0      B6   \n",
+       "297019  2013      8   18    2344.0      134.0     221.0      127.0      B6   \n",
+       "297160  2013      8   19     731.0       61.0     944.0       67.0      EV   \n",
+       "297233  2013      8   19     827.0      145.0     948.0      139.0      UA   \n",
+       "297319  2013      8   19     956.0       63.0    1245.0       33.0      B6   \n",
+       "297379  2013      8   19    1059.0      184.0    1213.0      178.0      MQ   \n",
+       "297382  2013      8   19    1105.0      125.0    1311.0      105.0      EV   \n",
+       "297398  2013      8   19    1119.0      179.0    1312.0      149.0      EV   \n",
+       "297495  2013      8   19    1327.0       77.0    1440.0       50.0      AA   \n",
+       "297530  2013      8   19    1406.0       81.0    1503.0       59.0      EV   \n",
+       "297559  2013      8   19    1445.0       76.0    1634.0       57.0      EV   \n",
+       "297592  2013      8   19    1506.0       61.0    1620.0       64.0      B6   \n",
+       "297611  2013      8   19    1526.0      241.0    1853.0      253.0      AA   \n",
+       "297656  2013      8   19    1559.0      132.0    1657.0      104.0      UA   \n",
+       "297684  2013      8   19    1624.0       84.0    1830.0       66.0      EV   \n",
+       "297696  2013      8   19    1629.0       89.0    1736.0       49.0      UA   \n",
+       "297773  2013      8   19    1738.0       98.0    1847.0       60.0      EV   \n",
+       "297777  2013      8   19    1743.0      118.0    2031.0       91.0      AA   \n",
+       "297782  2013      8   19    1746.0      106.0    2000.0       76.0      DL   \n",
+       "297792  2013      8   19    1755.0      145.0    2035.0      160.0      MQ   \n",
+       "297797  2013      8   19    1758.0       74.0    2026.0       41.0      UA   \n",
+       "297810  2013      8   19    1819.0       79.0    2054.0       36.0      DL   \n",
+       "297847  2013      8   19    1852.0       64.0    2136.0       61.0      B6   \n",
+       "297872  2013      8   19    1913.0      113.0    2109.0       87.0      UA   \n",
+       "297888  2013      8   19    1926.0       71.0    2208.0       33.0      DL   \n",
+       "297905  2013      8   19    1944.0       74.0    2152.0       47.0      WN   \n",
+       "297918  2013      8   19    1956.0       87.0    2243.0       61.0      UA   \n",
+       "297995  2013      8   19    2142.0      102.0      32.0       87.0      UA   \n",
+       "298007  2013      8   19    2216.0       96.0    2314.0       80.0      B6   \n",
+       "298215  2013      8   20     817.0       77.0     918.0       63.0      EV   \n",
+       "298291  2013      8   20     927.0       92.0    1037.0       82.0      MQ   \n",
+       "298363  2013      8   20    1048.0      108.0    1155.0       89.0      UA   \n",
+       "298385  2013      8   20    1109.0       64.0    1213.0       43.0      EV   \n",
+       "298497  2013      8   20    1330.0       90.0    1549.0       54.0      DL   \n",
+       "298513  2013      8   20    1355.0       79.0    1526.0       53.0      EV   \n",
+       "298529  2013      8   20    1419.0       79.0    1640.0       81.0      EV   \n",
+       "298540  2013      8   20    1435.0      245.0    1635.0      227.0      DL   \n",
+       "298546  2013      8   20    1439.0      109.0    1633.0       80.0      UA   \n",
+       "298549  2013      8   20    1440.0       85.0    1724.0       86.0      B6   \n",
+       "298625  2013      8   20    1538.0       99.0    1716.0       80.0      US   \n",
+       "298638  2013      8   20    1552.0      102.0    1822.0      107.0      FL   \n",
+       "298641  2013      8   20    1554.0       84.0    1846.0       81.0      B6   \n",
+       "298648  2013      8   20    1557.0      112.0    1710.0      114.0      B6   \n",
+       "298651  2013      8   20    1558.0      110.0    1803.0      113.0      EV   \n",
+       "298660  2013      8   20    1602.0       67.0    1751.0       66.0      MQ   \n",
+       "298679  2013      8   20    1627.0       77.0    1739.0       64.0      MQ   \n",
+       "298738  2013      8   20    1720.0       81.0    2014.0       55.0      DL   \n",
+       "298784  2013      8   20    1800.0      100.0    1954.0       61.0      9E   \n",
+       "298796  2013      8   20    1815.0       75.0    1956.0       33.0      9E   \n",
+       "298819  2013      8   20    1830.0       85.0    2110.0       66.0      DL   \n",
+       "298821  2013      8   20    1832.0       82.0    2038.0       57.0      UA   \n",
+       "298835  2013      8   20    1851.0      111.0    2147.0       89.0      DL   \n",
+       "298851  2013      8   20    1906.0      263.0    2149.0      229.0      UA   \n",
+       "298882  2013      8   20    1933.0       63.0    2210.0       25.0      AA   \n",
+       "298960  2013      8   20    2103.0      123.0    2344.0       78.0      DL   \n",
+       "298969  2013      8   20    2124.0      128.0    2351.0       97.0      B6   \n",
+       "298973  2013      8   20    2133.0       64.0      11.0       12.0      B6   \n",
+       "298983  2013      8   20    2149.0       63.0    2315.0       47.0      EV   \n",
+       "298991  2013      8   20    2159.0      284.0      14.0      262.0      9E   \n",
+       "298994  2013      8   20    2201.0       76.0      22.0       74.0      9E   \n",
+       "298998  2013      8   20    2221.0       62.0      42.0       48.0      B6   \n",
+       "299006  2013      8   20    2329.0      107.0     148.0       94.0      UA   \n",
+       "299007  2013      8   20    2330.0      138.0     254.0      104.0      UA   \n",
+       "299014  2013      8   21      48.0      508.0     251.0      469.0      DL   \n",
+       "299133  2013      8   21     722.0       67.0    1027.0       77.0      AA   \n",
+       "299157  2013      8   21     739.0       99.0     841.0       89.0      EV   \n",
+       "299407  2013      8   21    1156.0       81.0    1323.0       69.0      EV   \n",
+       "299423  2013      8   21    1218.0      121.0    1359.0       91.0      UA   \n",
+       "299653  2013      8   21    1608.0       68.0    1809.0       45.0      EV   \n",
+       "299680  2013      8   21    1637.0       79.0    1858.0       76.0      EV   \n",
+       "299750  2013      8   21    1735.0       90.0    1917.0       92.0      EV   \n",
+       "299779  2013      8   21    1802.0      156.0    2017.0      169.0      EV   \n",
+       "299811  2013      8   21    1831.0       61.0    2131.0       21.0      DL   \n",
+       "299826  2013      8   21    1849.0      110.0    2047.0      128.0      EV   \n",
+       "299884  2013      8   21    1940.0      281.0    2235.0      248.0      DL   \n",
+       "299926  2013      8   21    2033.0      183.0    2305.0      159.0      UA   \n",
+       "299929  2013      8   21    2037.0       68.0    2252.0       57.0      9E   \n",
+       "299966  2013      8   21    2135.0       65.0    2241.0       35.0      9E   \n",
+       "299974  2013      8   21    2148.0      107.0    2248.0       70.0      UA   \n",
+       "299985  2013      8   21    2214.0       69.0    2323.0       53.0      MQ   \n",
+       "299986  2013      8   21    2221.0       82.0      36.0       63.0      EV   \n",
+       "300002  2013      8   22       9.0      139.0     240.0      115.0      B6   \n",
+       "300003  2013      8   22      12.0      168.0     142.0      145.0      EV   \n",
+       "300004  2013      8   22      16.0      166.0     250.0      156.0      B6   \n",
+       "300005  2013      8   22      27.0      152.0     308.0      145.0      B6   \n",
+       "300007  2013      8   22      54.0      264.0     209.0      246.0      FL   \n",
+       "300008  2013      8   22     118.0       79.0     504.0       74.0      B6   \n",
+       "300009  2013      8   22     206.0      127.0     536.0      116.0      B6   \n",
+       "300160  2013      8   22     751.0       81.0     937.0       61.0      EV   \n",
+       "300223  2013      8   22     840.0       80.0    1112.0      110.0      EV   \n",
+       "300256  2013      8   22     919.0      109.0    1254.0      149.0      AA   \n",
+       "300272  2013      8   22     939.0      129.0    1228.0      177.0      EV   \n",
+       "300286  2013      8   22     957.0       67.0    1155.0       85.0      AA   \n",
+       "300289  2013      8   22    1002.0       92.0    1141.0       91.0      9E   \n",
+       "300295  2013      8   22    1005.0       89.0    1312.0       91.0      UA   \n",
+       "300298  2013      8   22    1007.0       83.0    1315.0       96.0      UA   \n",
+       "300310  2013      8   22    1025.0       76.0    1322.0       90.0      UA   \n",
+       "300333  2013      8   22    1041.0       92.0    1252.0       90.0      EV   \n",
+       "300407  2013      8   22    1216.0       61.0    1344.0       49.0      AA   \n",
+       "300421  2013      8   22    1241.0       62.0    1410.0       76.0      B6   \n",
+       "300431  2013      8   22    1248.0      108.0    1342.0       87.0      US   \n",
+       "300447  2013      8   22    1313.0       73.0    1422.0       66.0      US   \n",
+       "300451  2013      8   22    1322.0       87.0    1438.0       88.0      MQ   \n",
+       "300484  2013      8   22    1429.0       99.0    1538.0       78.0      WN   \n",
+       "300485  2013      8   22    1429.0      264.0    1543.0      253.0      EV   \n",
+       "300487  2013      8   22    1432.0       78.0    1607.0       61.0      US   \n",
+       "300492  2013      8   22    1440.0      100.0    1638.0       79.0      EV   \n",
+       "300495  2013      8   22    1445.0      135.0    1550.0      127.0      EV   \n",
+       "300497  2013      8   22    1446.0       76.0    1719.0       81.0      DL   \n",
+       "300499  2013      8   22    1448.0      105.0    1559.0      100.0      EV   \n",
+       "300503  2013      8   22    1452.0       88.0    1638.0      100.0      EV   \n",
+       "300504  2013      8   22    1452.0      112.0    1919.0      147.0      UA   \n",
+       "300511  2013      8   22    1500.0      110.0    1708.0       92.0      FL   \n",
+       "300514  2013      8   22    1506.0      198.0    1608.0      199.0      EV   \n",
+       "300517  2013      8   22    1507.0      127.0    1715.0       95.0      AA   \n",
+       "300529  2013      8   22    1519.0       80.0    1722.0       79.0      B6   \n",
+       "300534  2013      8   22    1523.0       84.0    1706.0       82.0      AA   \n",
+       "300537  2013      8   22    1525.0      115.0    1723.0      111.0      EV   \n",
+       "300544  2013      8   22    1529.0       78.0    1837.0       95.0      B6   \n",
+       "300545  2013      8   22    1531.0       75.0    1652.0       72.0      EV   \n",
+       "300549  2013      8   22    1537.0       87.0    1740.0       65.0      FL   \n",
+       "300550  2013      8   22    1540.0      145.0    1715.0      140.0      AA   \n",
+       "300559  2013      8   22    1547.0       62.0    1856.0       96.0      B6   \n",
+       "300561  2013      8   22    1549.0      134.0    1707.0      132.0      MQ   \n",
+       "300574  2013      8   22    1605.0      136.0    1841.0      122.0      UA   \n",
+       "300576  2013      8   22    1606.0       67.0    1919.0       71.0      UA   \n",
+       "300577  2013      8   22    1608.0       69.0    1750.0       56.0      EV   \n",
+       "300578  2013      8   22    1608.0       73.0    1803.0       78.0      MQ   \n",
+       "300581  2013      8   22    1610.0      110.0    1726.0       93.0      FL   \n",
+       "300582  2013      8   22    1612.0       73.0    1906.0       70.0      UA   \n",
+       "300584  2013      8   22    1615.0       91.0    1753.0       71.0      EV   \n",
+       "300585  2013      8   22    1615.0       64.0    1843.0       75.0      UA   \n",
+       "300599  2013      8   22    1626.0      116.0    1749.0      105.0      UA   \n",
+       "300601  2013      8   22    1627.0       87.0    1759.0       72.0      UA   \n",
+       "300602  2013      8   22    1628.0       93.0    1935.0       65.0      AA   \n",
+       "300605  2013      8   22    1630.0       64.0    1840.0       72.0      EV   \n",
+       "300606  2013      8   22    1630.0      188.0    1921.0      184.0      UA   \n",
+       "300608  2013      8   22    1632.0      169.0    1744.0      155.0      UA   \n",
+       "300612  2013      8   22    1635.0       75.0    1757.0       47.0      AA   \n",
+       "300614  2013      8   22    1636.0      141.0    1844.0      135.0      DL   \n",
+       "300616  2013      8   22    1637.0      132.0    1800.0      136.0      EV   \n",
+       "300618  2013      8   22    1643.0      247.0    1831.0      246.0      EV   \n",
+       "300621  2013      8   22    1647.0      122.0    2006.0      139.0      B6   \n",
+       "300623  2013      8   22    1649.0      152.0    1914.0      141.0      UA   \n",
+       "300624  2013      8   22    1650.0       72.0    1850.0       68.0      US   \n",
+       "300635  2013      8   22    1707.0      127.0    1847.0      113.0      US   \n",
+       "300638  2013      8   22    1711.0      166.0    1841.0      136.0      EV   \n",
+       "300640  2013      8   22    1715.0      140.0    1909.0      128.0      9E   \n",
+       "300641  2013      8   22    1716.0       66.0    1843.0       33.0      EV   \n",
+       "300645  2013      8   22    1724.0       84.0    2003.0       74.0      B6   \n",
+       "300647  2013      8   22    1726.0      101.0    1951.0      106.0      DL   \n",
+       "300649  2013      8   22    1726.0      211.0    1923.0      213.0      MQ   \n",
+       "300657  2013      8   22    1730.0       61.0    1947.0       48.0      EV   \n",
+       "300664  2013      8   22    1737.0      128.0    2029.0      128.0      B6   \n",
+       "300665  2013      8   22    1737.0       92.0    1925.0      100.0      EV   \n",
+       "300668  2013      8   22    1738.0       68.0    1918.0       33.0      MQ   \n",
+       "300674  2013      8   22    1742.0      112.0    2006.0       81.0      AA   \n",
+       "300677  2013      8   22    1744.0      105.0    1932.0       64.0      9E   \n",
+       "300678  2013      8   22    1745.0      110.0    2025.0       81.0      DL   \n",
+       "300679  2013      8   22    1745.0      147.0    2015.0      153.0      EV   \n",
+       "300680  2013      8   22    1747.0      132.0    2037.0      107.0      B6   \n",
+       "300682  2013      8   22    1750.0      140.0    1917.0      122.0      WN   \n",
+       "300684  2013      8   22    1752.0      203.0    2138.0      188.0      B6   \n",
+       "300686  2013      8   22    1755.0      236.0    2023.0      267.0      US   \n",
+       "300692  2013      8   22    1802.0       97.0    2054.0       86.0      B6   \n",
+       "300693  2013      8   22    1802.0       62.0    1942.0       30.0      B6   \n",
+       "300696  2013      8   22    1806.0       67.0    2028.0       69.0      DL   \n",
+       "300700  2013      8   22    1808.0      108.0    2124.0       99.0      AA   \n",
+       "300702  2013      8   22    1810.0       71.0    2029.0       84.0      9E   \n",
+       "300704  2013      8   22    1812.0      207.0    2033.0      191.0      9E   \n",
+       "300710  2013      8   22    1821.0      291.0    2127.0      302.0      B6   \n",
+       "300713  2013      8   22    1823.0       83.0    2006.0       43.0      9E   \n",
+       "300715  2013      8   22    1824.0      179.0    1945.0      183.0      EV   \n",
+       "300716  2013      8   22    1824.0      174.0    2001.0      166.0      UA   \n",
+       "300720  2013      8   22    1827.0       67.0    2059.0       34.0      AA   \n",
+       "300721  2013      8   22    1827.0       87.0    1936.0       71.0      US   \n",
+       "300723  2013      8   22    1830.0      144.0    2053.0      104.0      B6   \n",
+       "300726  2013      8   22    1833.0       67.0    2034.0       57.0      EV   \n",
+       "300730  2013      8   22    1836.0      120.0    1941.0       96.0      B6   \n",
+       "300731  2013      8   22    1837.0       75.0    1953.0       55.0      B6   \n",
+       "300733  2013      8   22    1837.0      147.0    2113.0      135.0      UA   \n",
+       "300734  2013      8   22    1837.0      102.0    2042.0       54.0      UA   \n",
+       "300736  2013      8   22    1839.0      339.0    1949.0      324.0      WN   \n",
+       "300741  2013      8   22    1842.0       67.0    2112.0       42.0      AA   \n",
+       "300742  2013      8   22    1842.0       93.0    2126.0       92.0      B6   \n",
+       "300743  2013      8   22    1842.0       90.0    1950.0       66.0      B6   \n",
+       "300745  2013      8   22    1843.0       98.0    2128.0       58.0      UA   \n",
+       "300747  2013      8   22    1844.0      119.0    2003.0       96.0      B6   \n",
+       "300748  2013      8   22    1844.0      124.0    2011.0      116.0      MQ   \n",
+       "300750  2013      8   22    1847.0      107.0    2007.0       81.0      UA   \n",
+       "300751  2013      8   22    1848.0      139.0    2136.0      129.0      B6   \n",
+       "300755  2013      8   22    1853.0      168.0    2011.0      151.0      AA   \n",
+       "300758  2013      8   22    1855.0       99.0    2159.0      109.0      UA   \n",
+       "300760  2013      8   22    1857.0      112.0    2150.0       90.0      AA   \n",
+       "300763  2013      8   22    1858.0       70.0    2221.0       56.0      UA   \n",
+       "300766  2013      8   22    1901.0      116.0    2040.0       90.0      AA   \n",
+       "300769  2013      8   22    1902.0       67.0    2123.0       38.0      AA   \n",
+       "300771  2013      8   22    1907.0      147.0    2024.0      131.0      9E   \n",
+       "300774  2013      8   22    1912.0       72.0    2150.0       52.0      UA   \n",
+       "300776  2013      8   22    1916.0       71.0    2029.0       39.0      AA   \n",
+       "300778  2013      8   22    1918.0      107.0    2052.0      123.0      B6   \n",
+       "300779  2013      8   22    1919.0       69.0    2224.0       56.0      DL   \n",
+       "300781  2013      8   22    1922.0       62.0    2138.0       46.0      9E   \n",
+       "300784  2013      8   22    1925.0      145.0    2040.0      115.0      MQ   \n",
+       "300789  2013      8   22    1930.0       67.0    2055.0       40.0      UA   \n",
+       "300791  2013      8   22    1930.0       72.0    2154.0       65.0      UA   \n",
+       "300793  2013      8   22    1931.0      139.0    2109.0      122.0      B6   \n",
+       "300795  2013      8   22    1932.0       92.0    2042.0       85.0      US   \n",
+       "300800  2013      8   22    1940.0      100.0    2110.0       83.0      UA   \n",
+       "300801  2013      8   22    1942.0      127.0    2212.0      132.0      WN   \n",
+       "300803  2013      8   22    1943.0       74.0    2226.0       44.0      UA   \n",
+       "300807  2013      8   22    1953.0      118.0    2309.0      109.0      AA   \n",
+       "300810  2013      8   22    1954.0       99.0    2158.0       71.0      DL   \n",
+       "300811  2013      8   22    1956.0      141.0    2239.0      129.0      AA   \n",
+       "300812  2013      8   22    1956.0      116.0    2128.0       98.0      MQ   \n",
+       "300815  2013      8   22    2000.0       85.0    2203.0      113.0      MQ   \n",
+       "300820  2013      8   22    2006.0      106.0    2218.0       90.0      9E   \n",
+       "300821  2013      8   22    2006.0       71.0    2314.0       58.0      B6   \n",
+       "300822  2013      8   22    2007.0      142.0    2309.0      119.0      AA   \n",
+       "300823  2013      8   22    2009.0       74.0    2253.0       53.0      VX   \n",
+       "300824  2013      8   22    2016.0       71.0    2140.0       43.0      UA   \n",
+       "300825  2013      8   22    2017.0       62.0    2204.0       33.0      EV   \n",
+       "300826  2013      8   22    2018.0      103.0    2245.0       70.0      9E   \n",
+       "300827  2013      8   22    2023.0      155.0    2254.0      139.0      B6   \n",
+       "300829  2013      8   22    2023.0       87.0    2215.0       58.0      UA   \n",
+       "300831  2013      8   22    2028.0       88.0    2239.0       67.0      DL   \n",
+       "300832  2013      8   22    2029.0       69.0    2250.0       40.0      AA   \n",
+       "300834  2013      8   22    2031.0       61.0    2326.0       38.0      B6   \n",
+       "300836  2013      8   22    2033.0      238.0    2148.0      228.0      WN   \n",
+       "300837  2013      8   22    2035.0       65.0    2227.0       31.0      9E   \n",
+       "300839  2013      8   22    2037.0      214.0    2220.0      188.0      US   \n",
+       "300840  2013      8   22    2037.0       75.0    2147.0       51.0      UA   \n",
+       "300841  2013      8   22    2038.0      106.0    2153.0       98.0      EV   \n",
+       "300842  2013      8   22    2039.0       84.0    2319.0       74.0      AA   \n",
+       "300843  2013      8   22    2042.0      212.0    2315.0      180.0      AA   \n",
+       "300851  2013      8   22    2049.0      195.0    2258.0      178.0      FL   \n",
+       "300852  2013      8   22    2051.0       91.0    2217.0       77.0      AA   \n",
+       "300854  2013      8   22    2053.0       73.0    2156.0       57.0      EV   \n",
+       "300856  2013      8   22    2055.0      208.0    2248.0      187.0      EV   \n",
+       "300859  2013      8   22    2056.0       86.0    2215.0       84.0      EV   \n",
+       "300860  2013      8   22    2101.0      128.0    2255.0      115.0      US   \n",
+       "300863  2013      8   22    2102.0       92.0    2304.0       49.0      DL   \n",
+       "300864  2013      8   22    2102.0       62.0    2338.0       33.0      UA   \n",
+       "300865  2013      8   22    2103.0       88.0    2308.0       45.0      9E   \n",
+       "300867  2013      8   22    2104.0       84.0    2354.0       59.0      B6   \n",
+       "300870  2013      8   22    2111.0       71.0    2356.0       41.0      AA   \n",
+       "300871  2013      8   22    2113.0      148.0    2238.0      128.0      AA   \n",
+       "300872  2013      8   22    2114.0      129.0    2311.0      111.0      EV   \n",
+       "300873  2013      8   22    2116.0       76.0    2253.0       66.0      EV   \n",
+       "300878  2013      8   22    2124.0      194.0    2238.0      173.0      WN   \n",
+       "300879  2013      8   22    2126.0       76.0    2240.0       66.0      B6   \n",
+       "300880  2013      8   22    2126.0      111.0    2311.0       91.0      EV   \n",
+       "300881  2013      8   22    2126.0      105.0    2330.0       83.0      EV   \n",
+       "300883  2013      8   22    2127.0       96.0    2343.0       56.0      UA   \n",
+       "300884  2013      8   22    2129.0       61.0    2332.0       45.0      B6   \n",
+       "300885  2013      8   22    2131.0      101.0    2324.0       69.0      EV   \n",
+       "300886  2013      8   22    2132.0      184.0    2314.0      160.0      US   \n",
+       "300888  2013      8   22    2135.0      105.0    2256.0       86.0      AA   \n",
+       "300891  2013      8   22    2139.0      160.0    2358.0      153.0      FL   \n",
+       "300893  2013      8   22    2144.0      134.0    2259.0      107.0      9E   \n",
+       "300894  2013      8   22    2144.0      224.0    2250.0      210.0      WN   \n",
+       "300895  2013      8   22    2144.0       74.0    2243.0       53.0      WN   \n",
+       "300896  2013      8   22    2144.0      104.0      16.0       66.0      DL   \n",
+       "300902  2013      8   22    2150.0      165.0    2257.0      152.0      WN   \n",
+       "300903  2013      8   22    2150.0      100.0    2339.0       79.0      EV   \n",
+       "300905  2013      8   22    2155.0       85.0    2317.0       71.0      9E   \n",
+       "300906  2013      8   22    2156.0      136.0    2320.0       93.0      9E   \n",
+       "300907  2013      8   22    2156.0       81.0    2302.0       44.0      9E   \n",
+       "300908  2013      8   22    2156.0      236.0      44.0      222.0      B6   \n",
+       "300909  2013      8   22    2156.0      164.0    2341.0      146.0      EV   \n",
+       "300911  2013      8   22    2157.0      137.0      10.0      109.0      EV   \n",
+       "300915  2013      8   22    2203.0       78.0    2354.0       46.0      9E   \n",
+       "300917  2013      8   22    2207.0       67.0     102.0       50.0      DL   \n",
+       "300918  2013      8   22    2207.0       78.0    2358.0       54.0      EV   \n",
+       "300920  2013      8   22    2208.0       93.0    2319.0       78.0      9E   \n",
+       "300921  2013      8   22    2209.0      100.0     108.0       69.0      B6   \n",
+       "300922  2013      8   22    2212.0      177.0      43.0      133.0      AA   \n",
+       "300924  2013      8   22    2213.0      138.0    2346.0      121.0      MQ   \n",
+       "300926  2013      8   22    2217.0      112.0      58.0       97.0      B6   \n",
+       "300929  2013      8   22    2222.0       82.0    2321.0       67.0      US   \n",
+       "300931  2013      8   22    2225.0      115.0      14.0       89.0      9E   \n",
+       "300932  2013      8   22    2227.0       82.0    2331.0       61.0      MQ   \n",
+       "300933  2013      8   22    2233.0      177.0     102.0      149.0      B6   \n",
+       "300935  2013      8   22    2252.0      142.0       8.0      126.0      9E   \n",
+       "300937  2013      8   22    2258.0       68.0       5.0       54.0      EV   \n",
+       "300938  2013      8   22    2259.0      179.0      57.0      152.0      MQ   \n",
+       "300940  2013      8   22    2306.0      101.0     107.0       73.0      B6   \n",
+       "300943  2013      8   22    2313.0      116.0     139.0       90.0      UA   \n",
+       "300944  2013      8   22    2316.0       86.0     158.0       58.0      AA   \n",
+       "300945  2013      8   22    2324.0       98.0     139.0       69.0      B6   \n",
+       "300947  2013      8   22    2327.0      177.0      26.0      151.0      WN   \n",
+       "300949  2013      8   22    2328.0      149.0     101.0      114.0      EV   \n",
+       "300950  2013      8   22    2329.0      109.0      47.0       97.0      MQ   \n",
+       "300952  2013      8   22    2350.0      170.0     203.0      147.0      B6   \n",
+       "301246  2013      8   23     912.0       77.0    1228.0       73.0      AA   \n",
+       "301322  2013      8   23    1040.0       95.0    1227.0       73.0      DL   \n",
+       "301363  2013      8   23    1143.0      163.0    1423.0      137.0      B6   \n",
+       "301396  2013      8   23    1220.0       67.0    1453.0       65.0      B6   \n",
+       "301441  2013      8   23    1311.0      131.0    1529.0      117.0      DL   \n",
+       "301454  2013      8   23    1325.0      100.0    1545.0      107.0      DL   \n",
+       "301461  2013      8   23    1334.0       94.0    1640.0       93.0      UA   \n",
+       "301504  2013      8   23    1434.0      214.0    1714.0      197.0      DL   \n",
+       "301515  2013      8   23    1449.0      349.0    1720.0      360.0      DL   \n",
+       "301557  2013      8   23    1513.0       63.0    1744.0       69.0      FL   \n",
+       "301559  2013      8   23    1514.0      104.0    1715.0       90.0      WN   \n",
+       "301590  2013      8   23    1540.0       75.0    1715.0       91.0      EV   \n",
+       "301622  2013      8   23    1610.0      160.0    1911.0      166.0      B6   \n",
+       "301625  2013      8   23    1611.0      156.0    1731.0      156.0      MQ   \n",
+       "301636  2013      8   23    1618.0       78.0    1754.0       67.0      UA   \n",
+       "301667  2013      8   23    1649.0      159.0    1926.0      145.0      UA   \n",
+       "301730  2013      8   23    1730.0      109.0    1926.0      131.0      UA   \n",
+       "301744  2013      8   23    1753.0       93.0    2134.0      109.0      AA   \n",
+       "301756  2013      8   23    1804.0       65.0    2023.0       78.0      9E   \n",
+       "301757  2013      8   23    1805.0       66.0    2059.0      100.0      DL   \n",
+       "301764  2013      8   23    1810.0      105.0    2133.0      125.0      B6   \n",
+       "301800  2013      8   23    1839.0      109.0    2039.0      100.0      DL   \n",
+       "301819  2013      8   23    1901.0       86.0    2034.0       88.0      DL   \n",
+       "301823  2013      8   23    1905.0      115.0    2119.0       74.0      AA   \n",
+       "301857  2013      8   23    1939.0       69.0    2238.0       72.0      UA   \n",
+       "301888  2013      8   23    2016.0       61.0    2257.0       52.0      AA   \n",
+       "301899  2013      8   23    2028.0       92.0    2239.0       82.0      UA   \n",
+       "301915  2013      8   23    2045.0      142.0    2216.0      121.0      UA   \n",
+       "301928  2013      8   23    2057.0      102.0    2256.0       85.0      EV   \n",
+       "301932  2013      8   23    2102.0      117.0       6.0      136.0      UA   \n",
+       "301943  2013      8   23    2122.0      164.0    2308.0      171.0      B6   \n",
+       "301945  2013      8   23    2125.0      195.0      55.0      207.0      DL   \n",
+       "301955  2013      8   23    2139.0       69.0    2301.0       58.0      FL   \n",
+       "301962  2013      8   23    2208.0       99.0      31.0       60.0      UA   \n",
+       "301971  2013      8   23    2248.0       86.0    2356.0       65.0      UA   \n",
+       "301974  2013      8   23    2328.0      129.0     209.0      135.0      B6   \n",
+       "301975  2013      8   23    2328.0       89.0      16.0       57.0      EV   \n",
+       "302081  2013      8   24     733.0       93.0     838.0       86.0      EV   \n",
+       "302215  2013      8   24     955.0      115.0    1143.0       86.0      9E   \n",
+       "302279  2013      8   24    1136.0      156.0    1527.0      142.0      AA   \n",
+       "302280  2013      8   24    1137.0       88.0    1330.0       71.0      UA   \n",
+       "302294  2013      8   24    1156.0      146.0    1441.0      136.0      UA   \n",
+       "302299  2013      8   24    1201.0      101.0    1445.0       85.0      UA   \n",
+       "302305  2013      8   24    1216.0      151.0    1332.0      138.0      9E   \n",
+       "302325  2013      8   24    1249.0       74.0    1545.0       57.0      DL   \n",
+       "302368  2013      8   24    1338.0       78.0    1442.0       64.0      UA   \n",
+       "302384  2013      8   24    1411.0      101.0    1537.0       97.0      9E   \n",
+       "302391  2013      8   24    1422.0       67.0    1527.0       51.0      EV   \n",
+       "302429  2013      8   24    1456.0      135.0    1730.0      132.0      B6   \n",
+       "302460  2013      8   24    1523.0       88.0    1658.0       68.0      MQ   \n",
+       "302480  2013      8   24    1552.0       97.0    1812.0       63.0      UA   \n",
+       "302484  2013      8   24    1555.0       69.0    1723.0       41.0      9E   \n",
+       "302547  2013      8   24    1700.0       95.0    1759.0       69.0      WN   \n",
+       "302585  2013      8   24    1732.0       72.0    2008.0       23.0      AA   \n",
+       "302608  2013      8   24    1808.0       68.0    2009.0       49.0      9E   \n",
+       "302649  2013      8   24    1900.0      114.0    2048.0       58.0      UA   \n",
+       "302651  2013      8   24    1907.0       68.0    2139.0       41.0      DL   \n",
+       "302666  2013      8   24    1928.0       78.0    2220.0       59.0      DL   \n",
+       "302677  2013      8   24    1941.0       84.0    2141.0       54.0      9E   \n",
+       "302694  2013      8   24    2010.0      244.0    2237.0      208.0      B6   \n",
+       "302700  2013      8   24    2027.0      117.0    2135.0      115.0      MQ   \n",
+       "302701  2013      8   24    2028.0      269.0    2211.0      225.0      9E   \n",
+       "302716  2013      8   24    2059.0      103.0    2332.0       78.0      B6   \n",
+       "302741  2013      8   24    2150.0      110.0      26.0       81.0      UA   \n",
+       "302824  2013      8   25     702.0       62.0     918.0       44.0      B6   \n",
+       "302911  2013      8   25     828.0      137.0    1104.0      110.0      UA   \n",
+       "302919  2013      8   25     837.0      119.0    1058.0       96.0      UA   \n",
+       "302971  2013      8   25     945.0      113.0    1215.0       94.0      B6   \n",
+       "303054  2013      8   25    1135.0      115.0    1325.0       96.0      EV   \n",
+       "303085  2013      8   25    1214.0      134.0    1645.0      125.0      HA   \n",
+       "303129  2013      8   25    1312.0      114.0    1552.0       98.0      UA   \n",
+       "303134  2013      8   25    1316.0       81.0    1600.0       65.0      UA   \n",
+       "303158  2013      8   25    1347.0       97.0    1558.0       58.0      AA   \n",
+       "303245  2013      8   25    1516.0       61.0    1717.0       33.0      UA   \n",
+       "303248  2013      8   25    1517.0       69.0    1705.0       55.0      EV   \n",
+       "303303  2013      8   25    1606.0       66.0    1823.0       53.0      EV   \n",
+       "303312  2013      8   25    1615.0       70.0    1805.0       55.0      EV   \n",
+       "303314  2013      8   25    1618.0       78.0    1908.0       70.0      B6   \n",
+       "303342  2013      8   25    1644.0       71.0    1932.0       47.0      UA   \n",
+       "303343  2013      8   25    1648.0       93.0    1853.0       74.0      EV   \n",
+       "303361  2013      8   25    1700.0       91.0    1944.0       43.0      DL   \n",
+       "303374  2013      8   25    1710.0      136.0    1903.0      113.0      EV   \n",
+       "303375  2013      8   25    1710.0      100.0    1836.0       80.0      UA   \n",
+       "303384  2013      8   25    1715.0       65.0    1847.0       37.0      EV   \n",
+       "303473  2013      8   25    1835.0      100.0    2004.0       87.0      EV   \n",
+       "303474  2013      8   25    1835.0       80.0    2110.0       60.0      UA   \n",
+       "303492  2013      8   25    1857.0      164.0    2048.0      156.0      EV   \n",
+       "303498  2013      8   25    1901.0       76.0    2027.0       63.0      EV   \n",
+       "303554  2013      8   25    2011.0       66.0    2120.0       42.0      EV   \n",
+       "303560  2013      8   25    2015.0      169.0    2207.0      149.0      EV   \n",
+       "303584  2013      8   25    2042.0       67.0    2240.0       17.0      9E   \n",
+       "303588  2013      8   25    2046.0       96.0    2159.0       63.0      EV   \n",
+       "303607  2013      8   25    2104.0       64.0    2334.0       29.0      UA   \n",
+       "303610  2013      8   25    2110.0      110.0    2257.0       94.0      EV   \n",
+       "303612  2013      8   25    2115.0      286.0    2256.0      243.0      US   \n",
+       "303617  2013      8   25    2119.0      123.0    2329.0       75.0      B6   \n",
+       "303639  2013      8   25    2212.0       83.0      51.0       41.0      UA   \n",
+       "303645  2013      8   25    2234.0      154.0    2329.0      112.0      UA   \n",
+       "303653  2013      8   25    2337.0      156.0     315.0      135.0      B6   \n",
+       "303785  2013      8   26     726.0       86.0     958.0       67.0      B6   \n",
+       "303840  2013      8   26     801.0       61.0    1030.0       39.0      B6   \n",
+       "303963  2013      8   26    1018.0       78.0    1220.0       54.0      EV   \n",
+       "304031  2013      8   26    1138.0       92.0    1241.0       78.0      EV   \n",
+       "304059  2013      8   26    1204.0       64.0    1454.0       65.0      DL   \n",
+       "304081  2013      8   26    1242.0      156.0    1446.0      111.0      UA   \n",
+       "304114  2013      8   26    1311.0      151.0    1445.0      125.0      EV   \n",
+       "304161  2013      8   26    1419.0       65.0    1549.0       43.0      US   \n",
+       "304168  2013      8   26    1428.0       73.0    1653.0       55.0      B6   \n",
+       "304183  2013      8   26    1441.0       71.0    1717.0       39.0      B6   \n",
+       "304223  2013      8   26    1510.0      118.0    1757.0      107.0      UA   \n",
+       "304233  2013      8   26    1520.0       81.0    1659.0       63.0      US   \n",
+       "304259  2013      8   26    1540.0       70.0    1843.0       68.0      B6   \n",
+       "304289  2013      8   26    1603.0       73.0    1730.0       56.0      9E   \n",
+       "304324  2013      8   26    1642.0       67.0    1831.0       66.0      MQ   \n",
+       "304332  2013      8   26    1651.0       66.0    1951.0       45.0      DL   \n",
+       "304336  2013      8   26    1654.0       79.0    1926.0       36.0      B6   \n",
+       "304374  2013      8   26    1721.0       75.0    1959.0       50.0      B6   \n",
+       "304411  2013      8   26    1754.0      189.0    2054.0      187.0      B6   \n",
+       "304423  2013      8   26    1804.0       95.0    2044.0       77.0      B6   \n",
+       "304425  2013      8   26    1807.0      158.0    2101.0      160.0      B6   \n",
+       "304430  2013      8   26    1813.0       78.0    2012.0       72.0      US   \n",
+       "304448  2013      8   26    1830.0       70.0    2029.0       47.0      UA   \n",
+       "304456  2013      8   26    1839.0       68.0    2000.0       71.0      B6   \n",
+       "304478  2013      8   26    1857.0      157.0    2058.0      125.0      9E   \n",
+       "304493  2013      8   26    1921.0       81.0    2141.0       39.0      B6   \n",
+       "304518  2013      8   26    1938.0       88.0    2103.0       58.0      UA   \n",
+       "304522  2013      8   26    1946.0       81.0    2128.0       79.0      EV   \n",
+       "304539  2013      8   26    1959.0       67.0    2150.0       37.0      UA   \n",
+       "304543  2013      8   26    2005.0      137.0    2235.0      120.0      B6   \n",
+       "304549  2013      8   26    2014.0       96.0    2143.0       86.0      B6   \n",
+       "304560  2013      8   26    2028.0       83.0    2200.0       52.0      9E   \n",
+       "304581  2013      8   26    2056.0       61.0    2208.0       52.0      EV   \n",
+       "304583  2013      8   26    2058.0       83.0    2330.0       46.0      DL   \n",
+       "304586  2013      8   26    2102.0       61.0    2350.0       56.0      B6   \n",
+       "304591  2013      8   26    2106.0       71.0    2249.0       64.0      MQ   \n",
+       "304595  2013      8   26    2112.0       67.0    2239.0       50.0      B6   \n",
+       "304607  2013      8   26    2129.0       61.0    2309.0       22.0      B6   \n",
+       "304618  2013      8   26    2147.0      147.0      10.0      120.0      AA   \n",
+       "304623  2013      8   26    2209.0       73.0      27.0       28.0      UA   \n",
+       "304846  2013      8   27     833.0      153.0    1039.0      168.0      EV   \n",
+       "304900  2013      8   27     928.0      143.0    1206.0      116.0      UA   \n",
+       "304922  2013      8   27     954.0       99.0    1137.0      102.0      EV   \n",
+       "304924  2013      8   27     954.0       64.0    1215.0       31.0      UA   \n",
+       "304941  2013      8   27    1017.0       68.0    1228.0       33.0      UA   \n",
+       "304981  2013      8   27    1111.0      161.0    1330.0      120.0      UA   \n",
+       "304986  2013      8   27    1118.0       98.0    1236.0       76.0      AA   \n",
+       "304997  2013      8   27    1129.0       64.0    1244.0       64.0      MQ   \n",
+       "305032  2013      8   27    1212.0       67.0    1415.0       60.0      DL   \n",
+       "305051  2013      8   27    1246.0       91.0    1404.0       70.0      EV   \n",
+       "305068  2013      8   27    1258.0       67.0    1436.0       36.0      EV   \n",
+       "305070  2013      8   27    1304.0       69.0    1410.0       47.0      EV   \n",
+       "305124  2013      8   27    1401.0       76.0    1508.0       64.0      EV   \n",
+       "305129  2013      8   27    1415.0       80.0    1555.0       35.0      EV   \n",
+       "305237  2013      8   27    1553.0       83.0    1846.0       81.0      B6   \n",
+       "305246  2013      8   27    1557.0      177.0    1835.0      165.0      AA   \n",
+       "305253  2013      8   27    1602.0      392.0    1856.0      398.0      B6   \n",
+       "305276  2013      8   27    1622.0       72.0    2045.0       85.0      AA   \n",
+       "305293  2013      8   27    1638.0       69.0    1920.0       44.0      UA   \n",
+       "305300  2013      8   27    1641.0      136.0    1835.0      130.0      EV   \n",
+       "305344  2013      8   27    1719.0      104.0    1956.0       66.0      B6   \n",
+       "305359  2013      8   27    1729.0       62.0    1909.0       75.0      EV   \n",
+       "305371  2013      8   27    1738.0      253.0    2022.0      235.0      UA   \n",
+       "305399  2013      8   27    1814.0      165.0    2018.0      151.0      UA   \n",
+       "305457  2013      8   27    1911.0       71.0    2037.0       80.0      US   \n",
+       "305458  2013      8   27    1911.0       71.0    2057.0       45.0      DL   \n",
+       "305465  2013      8   27    1921.0       61.0    2151.0       59.0      9E   \n",
+       "305560  2013      8   27    2109.0      113.0    2343.0       89.0      B6   \n",
+       "305588  2013      8   27    2236.0      126.0    2353.0      110.0      FL   \n",
+       "305595  2013      8   27    2335.0      215.0     201.0      171.0      DL   \n",
+       "305605  2013      8   28      10.0       85.0     138.0       99.0      B6   \n",
+       "305606  2013      8   28      12.0       77.0     150.0       91.0      B6   \n",
+       "305607  2013      8   28      29.0      209.0     239.0      183.0      B6   \n",
+       "305609  2013      8   28     113.0      148.0     221.0      140.0      B6   \n",
+       "305610  2013      8   28     132.0      167.0     234.0      151.0      B6   \n",
+       "305611  2013      8   28     152.0      113.0     537.0      107.0      B6   \n",
+       "305935  2013      8   28    1038.0      143.0    1321.0      144.0      B6   \n",
+       "305957  2013      8   28    1115.0       75.0    1306.0       95.0      EV   \n",
+       "305987  2013      8   28    1202.0       92.0    1516.0      101.0      AA   \n",
+       "306005  2013      8   28    1219.0      109.0    1634.0      183.0      UA   \n",
+       "306007  2013      8   28    1220.0       85.0    1624.0       99.0      B6   \n",
+       "306047  2013      8   28    1326.0      181.0    1702.0      217.0      AA   \n",
+       "306074  2013      8   28    1427.0      106.0    1709.0      111.0      B6   \n",
+       "306075  2013      8   28    1433.0       97.0    1633.0       72.0      EV   \n",
+       "306088  2013      8   28    1457.0       88.0    1906.0       52.0      UA   \n",
+       "306092  2013      8   28    1459.0      129.0    1608.0      128.0      AA   \n",
+       "306112  2013      8   28    1521.0       94.0    1756.0       72.0      DL   \n",
+       "306113  2013      8   28    1523.0      204.0    1658.0      194.0      MQ   \n",
+       "306114  2013      8   28    1525.0      190.0    1726.0      166.0      MQ   \n",
+       "306138  2013      8   28    1605.0       75.0    1800.0       75.0      MQ   \n",
+       "306139  2013      8   28    1606.0       86.0    1820.0       95.0      DL   \n",
+       "306140  2013      8   28    1608.0       78.0    1743.0       66.0      EV   \n",
+       "306141  2013      8   28    1613.0      213.0    1829.0      189.0      AA   \n",
+       "306142  2013      8   28    1614.0       75.0    1821.0       44.0      DL   \n",
+       "306146  2013      8   28    1620.0      155.0    1909.0      129.0      AA   \n",
+       "306149  2013      8   28    1624.0      112.0    1815.0      129.0      UA   \n",
+       "306153  2013      8   28    1630.0      105.0    1833.0       71.0      9E   \n",
+       "306156  2013      8   28    1633.0      213.0    1733.0      188.0      WN   \n",
+       "306161  2013      8   28    1640.0      190.0    1830.0      165.0      WN   \n",
+       "306164  2013      8   28    1645.0       66.0    1800.0       62.0      US   \n",
+       "306165  2013      8   28    1646.0      106.0    1831.0      139.0      US   \n",
+       "306167  2013      8   28    1648.0      108.0    1755.0       91.0      US   \n",
+       "306168  2013      8   28    1648.0      203.0    1850.0      202.0      EV   \n",
+       "306170  2013      8   28    1650.0      171.0    1901.0      127.0      AA   \n",
+       "306171  2013      8   28    1652.0      132.0    1921.0       92.0      DL   \n",
+       "306173  2013      8   28    1653.0       93.0    1904.0       54.0      UA   \n",
+       "306177  2013      8   28    1655.0      255.0    1915.0      230.0      WN   \n",
+       "306190  2013      8   28    1708.0       99.0    1953.0       67.0      UA   \n",
+       "306191  2013      8   28    1708.0      129.0    1918.0      108.0      EV   \n",
+       "306193  2013      8   28    1712.0      127.0    1938.0       88.0      AA   \n",
+       "306195  2013      8   28    1716.0      171.0    1920.0      139.0      UA   \n",
+       "306200  2013      8   28    1722.0      137.0    1859.0      124.0      MQ   \n",
+       "306204  2013      8   28    1724.0      217.0    2002.0      211.0      UA   \n",
+       "306208  2013      8   28    1728.0      153.0    1948.0      167.0      9E   \n",
+       "306211  2013      8   28    1728.0      272.0    1845.0      265.0      EV   \n",
+       "306212  2013      8   28    1729.0      214.0    1841.0      201.0      WN   \n",
+       "306213  2013      8   28    1732.0       92.0    1837.0       74.0      US   \n",
+       "306214  2013      8   28    1733.0      244.0    1852.0      248.0      MQ   \n",
+       "306216  2013      8   28    1734.0      176.0    1852.0      182.0      EV   \n",
+       "306218  2013      8   28    1736.0       61.0    1912.0       72.0      WN   \n",
+       "306220  2013      8   28    1738.0      178.0    1919.0      152.0      B6   \n",
+       "306222  2013      8   28    1741.0      196.0    1907.0      193.0      B6   \n",
+       "306223  2013      8   28    1741.0      251.0    2017.0      219.0      B6   \n",
+       "306226  2013      8   28    1747.0       82.0    1904.0       79.0      UA   \n",
+       "306227  2013      8   28    1750.0      276.0    2032.0      252.0      B6   \n",
+       "306232  2013      8   28    1751.0      199.0    1922.0      203.0      EV   \n",
+       "306234  2013      8   28    1754.0      114.0    1858.0       79.0      UA   \n",
+       "306235  2013      8   28    1755.0      224.0    2030.0      208.0      B6   \n",
+       "306236  2013      8   28    1755.0      236.0    2004.0      214.0      DL   \n",
+       "306237  2013      8   28    1756.0      176.0    2021.0      143.0      B6   \n",
+       "306239  2013      8   28    1758.0      108.0    1921.0       71.0      EV   \n",
+       "306240  2013      8   28    1759.0      124.0    1945.0      121.0      B6   \n",
+       "306241  2013      8   28    1800.0      121.0    2007.0       84.0      DL   \n",
+       "306243  2013      8   28    1802.0      187.0    2020.0      185.0      DL   \n",
+       "306244  2013      8   28    1803.0       80.0    1958.0       51.0      EV   \n",
+       "306245  2013      8   28    1803.0      123.0    1920.0       93.0      EV   \n",
+       "306246  2013      8   28    1803.0      151.0    1946.0      143.0      UA   \n",
+       "306247  2013      8   28    1806.0      187.0    2057.0      191.0      B6   \n",
+       "306248  2013      8   28    1806.0      151.0    2145.0      166.0      UA   \n",
+       "306249  2013      8   28    1807.0      102.0    2026.0      107.0      9E   \n",
+       "306250  2013      8   28    1812.0      117.0    2000.0       97.0      EV   \n",
+       "306252  2013      8   28    1813.0      160.0    1925.0      152.0      EV   \n",
+       "306254  2013      8   28    1814.0      144.0    2003.0      134.0      9E   \n",
+       "306256  2013      8   28    1816.0      264.0    1920.0      267.0      EV   \n",
+       "306257  2013      8   28    1816.0       81.0    1940.0       60.0      MQ   \n",
+       "306260  2013      8   28    1818.0       67.0    2004.0       73.0      B6   \n",
+       "306261  2013      8   28    1818.0      289.0    2053.0      268.0      UA   \n",
+       "306265  2013      8   28    1822.0      117.0    1942.0       94.0      DL   \n",
+       "306266  2013      8   28    1822.0      237.0    2006.0      221.0      EV   \n",
+       "306267  2013      8   28    1823.0      144.0    2001.0      151.0      B6   \n",
+       "306270  2013      8   28    1825.0      180.0    2150.0      190.0      AA   \n",
+       "306272  2013      8   28    1825.0      146.0    2103.0      109.0      DL   \n",
+       "306273  2013      8   28    1825.0      120.0    1936.0      113.0      EV   \n",
+       "306274  2013      8   28    1827.0       87.0    2154.0       87.0      UA   \n",
+       "306276  2013      8   28    1828.0      219.0    2045.0      175.0      UA   \n",
+       "306277  2013      8   28    1830.0       70.0    2001.0       81.0      UA   \n",
+       "306278  2013      8   28    1830.0      230.0    2038.0      235.0      DL   \n",
+       "306279  2013      8   28    1832.0      212.0    2027.0      236.0      UA   \n",
+       "306280  2013      8   28    1833.0      124.0    2109.0      136.0      US   \n",
+       "306281  2013      8   28    1834.0       64.0    2030.0       39.0      F9   \n",
+       "306282  2013      8   28    1835.0      291.0    2016.0      301.0      UA   \n",
+       "306283  2013      8   28    1837.0       82.0    2003.0       58.0      AA   \n",
+       "306284  2013      8   28    1838.0       63.0    2005.0       59.0      DL   \n",
+       "306285  2013      8   28    1839.0       99.0    2126.0       91.0      AA   \n",
+       "306289  2013      8   28    1840.0      182.0    2033.0      171.0      US   \n",
+       "306291  2013      8   28    1841.0       89.0    2052.0      105.0      B6   \n",
+       "306293  2013      8   28    1844.0      104.0    2144.0      110.0      UA   \n",
+       "306294  2013      8   28    1846.0      206.0    2038.0      213.0      AA   \n",
+       "306297  2013      8   28    1848.0      131.0    2049.0      154.0      EV   \n",
+       "306299  2013      8   28    1849.0      194.0    2204.0      194.0      B6   \n",
+       "306301  2013      8   28    1849.0      109.0    2023.0      104.0      UA   \n",
+       "306304  2013      8   28    1852.0       67.0    2102.0       48.0      DL   \n",
+       "306307  2013      8   28    1854.0      129.0    2040.0      133.0      B6   \n",
+       "306308  2013      8   28    1854.0      111.0    2058.0      106.0      US   \n",
+       "306309  2013      8   28    1855.0       80.0    2149.0       54.0      AA   \n",
+       "306311  2013      8   28    1856.0      291.0    1958.0      282.0      B6   \n",
+       "306313  2013      8   28    1859.0      119.0    2026.0      121.0      US   \n",
+       "306314  2013      8   28    1859.0      249.0    2139.0      234.0      UA   \n",
+       "306315  2013      8   28    1901.0      122.0    2052.0      107.0      9E   \n",
+       "306319  2013      8   28    1906.0       66.0    2138.0       59.0      DL   \n",
+       "306320  2013      8   28    1906.0      101.0    2142.0       87.0      UA   \n",
+       "306321  2013      8   28    1906.0      241.0    2107.0      268.0      UA   \n",
+       "306323  2013      8   28    1910.0       95.0    2132.0      114.0      YV   \n",
+       "306324  2013      8   28    1910.0      255.0    2151.0      241.0      MQ   \n",
+       "306326  2013      8   28    1912.0       67.0    2146.0       62.0      DL   \n",
+       "306327  2013      8   28    1913.0       73.0    2041.0       88.0      US   \n",
+       "306334  2013      8   28    1916.0      106.0    2111.0       90.0      DL   \n",
+       "306335  2013      8   28    1917.0      272.0    2157.0      277.0      B6   \n",
+       "306336  2013      8   28    1918.0       68.0    2246.0       78.0      DL   \n",
+       "306337  2013      8   28    1918.0       79.0    2204.0       58.0      DL   \n",
+       "306338  2013      8   28    1920.0      105.0    2240.0      112.0      B6   \n",
+       "306339  2013      8   28    1920.0      232.0    2119.0      222.0      EV   \n",
+       "306340  2013      8   28    1922.0      122.0    2223.0      113.0      AA   \n",
+       "306342  2013      8   28    1926.0      146.0    2121.0      146.0      AA   \n",
+       "306343  2013      8   28    1926.0      200.0    2216.0      187.0      B6   \n",
+       "306345  2013      8   28    1927.0      162.0    2123.0      130.0      EV   \n",
+       "306346  2013      8   28    1930.0      145.0    2151.0      107.0      DL   \n",
+       "306349  2013      8   28    1932.0       67.0    2118.0       69.0      EV   \n",
+       "306352  2013      8   28    1935.0      230.0    2234.0      208.0      DL   \n",
+       "306354  2013      8   28    1936.0      281.0    2114.0      299.0      EV   \n",
+       "306356  2013      8   28    1939.0       69.0    2217.0       37.0      B6   \n",
+       "306357  2013      8   28    1939.0      214.0    2134.0      208.0      EV   \n",
+       "306358  2013      8   28    1939.0      289.0    2230.0      275.0      UA   \n",
+       "306359  2013      8   28    1941.0      146.0    2126.0       94.0      9E   \n",
+       "306361  2013      8   28    1942.0      197.0    2222.0      174.0      B6   \n",
+       "306362  2013      8   28    1943.0      115.0    2227.0      112.0      B6   \n",
+       "306365  2013      8   28    1946.0       68.0    2115.0       58.0      B6   \n",
+       "306367  2013      8   28    1950.0      170.0    2246.0      214.0      B6   \n",
+       "306368  2013      8   28    1950.0      110.0    2110.0      113.0      US   \n",
+       "306369  2013      8   28    1950.0      180.0    2131.0      152.0      DL   \n",
+       "306372  2013      8   28    1953.0       86.0    2205.0       91.0      US   \n",
+       "306374  2013      8   28    1955.0       95.0    2248.0      116.0      9E   \n",
+       "306375  2013      8   28    1956.0      164.0    2153.0      189.0      B6   \n",
+       "306376  2013      8   28    1956.0       63.0    2202.0       62.0      US   \n",
+       "306377  2013      8   28    1956.0       88.0    2154.0       80.0      US   \n",
+       "306379  2013      8   28    1957.0      152.0    2227.0      131.0      UA   \n",
+       "306383  2013      8   28    1958.0       83.0    2142.0       56.0      DL   \n",
+       "306387  2013      8   28    2001.0      205.0    2152.0      227.0      B6   \n",
+       "306389  2013      8   28    2002.0      102.0    2245.0      117.0      9E   \n",
+       "306390  2013      8   28    2004.0       64.0    2131.0       61.0      US   \n",
+       "306392  2013      8   28    2004.0      124.0    2233.0      100.0      UA   \n",
+       "306394  2013      8   28    2006.0      151.0    2215.0      135.0      WN   \n",
+       "306395  2013      8   28    2008.0      113.0    2258.0       83.0      AA   \n",
+       "306396  2013      8   28    2008.0      219.0    2251.0      204.0      B6   \n",
+       "306397  2013      8   28    2008.0       68.0    2144.0       64.0      MQ   \n",
+       "306401  2013      8   28    2013.0      159.0    2239.0      159.0      FL   \n",
+       "306404  2013      8   28    2016.0      216.0    2148.0      215.0      9E   \n",
+       "306405  2013      8   28    2020.0       85.0    2145.0       70.0      AA   \n",
+       "306406  2013      8   28    2020.0      169.0    2129.0      160.0      B6   \n",
+       "306409  2013      8   28    2022.0      191.0    2234.0      153.0      UA   \n",
+       "306414  2013      8   28    2028.0      118.0    2146.0      116.0      MQ   \n",
+       "306416  2013      8   28    2029.0      154.0    2150.0      149.0      B6   \n",
+       "306417  2013      8   28    2029.0      361.0    2144.0      356.0      EV   \n",
+       "306418  2013      8   28    2033.0       94.0    2246.0       59.0      B6   \n",
+       "306419  2013      8   28    2033.0      143.0    2209.0      134.0      MQ   \n",
+       "306420  2013      8   28    2036.0       71.0    2216.0       88.0      EV   \n",
+       "306422  2013      8   28    2039.0      154.0    2213.0      140.0      OO   \n",
+       "306423  2013      8   28    2039.0      130.0    2301.0       77.0      UA   \n",
+       "306427  2013      8   28    2046.0      127.0    2253.0      105.0      9E   \n",
+       "306429  2013      8   28    2052.0       77.0    2342.0       52.0      AA   \n",
+       "306430  2013      8   28    2055.0      105.0    2307.0       57.0      AA   \n",
+       "306432  2013      8   28    2056.0       76.0    2230.0       65.0      MQ   \n",
+       "306434  2013      8   28    2058.0      328.0    2214.0      299.0      WN   \n",
+       "306436  2013      8   28    2104.0      109.0    2243.0       72.0      EV   \n",
+       "306437  2013      8   28    2105.0      120.0    2300.0      112.0      9E   \n",
+       "306438  2013      8   28    2110.0      129.0      17.0      124.0      B6   \n",
+       "306439  2013      8   28    2111.0       95.0    2348.0       75.0      B6   \n",
+       "306440  2013      8   28    2112.0      102.0    2230.0       80.0      UA   \n",
+       "306442  2013      8   28    2113.0       73.0    2222.0       64.0      US   \n",
+       "306444  2013      8   28    2114.0       74.0    2354.0       44.0      DL   \n",
+       "306445  2013      8   28    2114.0      124.0    2221.0       85.0      EV   \n",
+       "306446  2013      8   28    2115.0      130.0    2315.0      132.0      9E   \n",
+       "306450  2013      8   28    2122.0       77.0    2318.0       23.0      UA   \n",
+       "306452  2013      8   28    2125.0      145.0       6.0      110.0      DL   \n",
+       "306453  2013      8   28    2126.0       86.0    2323.0       52.0      EV   \n",
+       "306454  2013      8   28    2126.0      116.0    2307.0      102.0      MQ   \n",
+       "306457  2013      8   28    2133.0       83.0    2312.0       98.0      B6   \n",
+       "306458  2013      8   28    2134.0      204.0    2244.0      179.0      WN   \n",
+       "306461  2013      8   28    2136.0      166.0    2316.0      171.0      MQ   \n",
+       "306462  2013      8   28    2146.0       89.0    2313.0       74.0      UA   \n",
+       "306464  2013      8   28    2150.0      105.0    2304.0       94.0      MQ   \n",
+       "306466  2013      8   28    2153.0      143.0      13.0      109.0      DL   \n",
+       "306467  2013      8   28    2153.0      338.0    2345.0      314.0      DL   \n",
+       "306468  2013      8   28    2154.0      114.0    2334.0       85.0      EV   \n",
+       "306470  2013      8   28    2200.0      160.0      23.0       95.0      DL   \n",
+       "306473  2013      8   28    2208.0       68.0    2337.0       62.0      MQ   \n",
+       "306474  2013      8   28    2210.0      105.0    2328.0      108.0      AA   \n",
+       "306477  2013      8   28    2218.0       93.0      22.0       74.0      9E   \n",
+       "306478  2013      8   28    2219.0       99.0       8.0       80.0      EV   \n",
+       "306482  2013      8   28    2223.0       83.0    2350.0       65.0      MQ   \n",
+       "306483  2013      8   28    2228.0       63.0      14.0       35.0      B6   \n",
+       "306484  2013      8   28    2231.0      174.0      50.0      129.0      UA   \n",
+       "306485  2013      8   28    2233.0       77.0      10.0       81.0      B6   \n",
+       "306486  2013      8   28    2233.0      103.0     119.0       72.0      UA   \n",
+       "306487  2013      8   28    2234.0       91.0       6.0      100.0      EV   \n",
+       "306488  2013      8   28    2235.0      125.0    2352.0      109.0      FL   \n",
+       "306489  2013      8   28    2240.0      100.0    2341.0       87.0      US   \n",
+       "306490  2013      8   28    2241.0       61.0       5.0       70.0      MQ   \n",
+       "306491  2013      8   28    2242.0       73.0    2341.0       62.0      EV   \n",
+       "306492  2013      8   28    2246.0       84.0      53.0       60.0      EV   \n",
+       "306493  2013      8   28    2248.0       79.0    2346.0       70.0      EV   \n",
+       "306494  2013      8   28    2251.0      136.0      22.0      124.0      9E   \n",
+       "306495  2013      8   28    2251.0       66.0     114.0       56.0      B6   \n",
+       "306496  2013      8   28    2251.0      110.0     234.0       94.0      B6   \n",
+       "306497  2013      8   28    2256.0      146.0    2354.0      119.0      WN   \n",
+       "306498  2013      8   28    2258.0       63.0     135.0       52.0      B6   \n",
+       "306499  2013      8   28    2301.0      156.0     140.0      139.0      B6   \n",
+       "306500  2013      8   28    2303.0       83.0     152.0       72.0      AA   \n",
+       "306501  2013      8   28    2303.0      183.0      12.0      160.0      UA   \n",
+       "306502  2013      8   28    2305.0      106.0     123.0       89.0      B6   \n",
+       "306503  2013      8   28    2307.0      157.0     108.0      186.0      9E   \n",
+       "306505  2013      8   28    2308.0       88.0       8.0       78.0      MQ   \n",
+       "306506  2013      8   28    2310.0      100.0     157.0      103.0      B6   \n",
+       "306507  2013      8   28    2315.0      436.0     158.0      399.0      DL   \n",
+       "306508  2013      8   28    2334.0      141.0      59.0      112.0      EV   \n",
+       "306510  2013      8   28    2344.0      134.0     221.0      142.0      B6   \n",
+       "306513  2013      8   28    2356.0      424.0     101.0      398.0      UA   \n",
+       "306514  2013      8   28    2357.0      292.0      52.0      267.0      WN   \n",
+       "306515  2013      8   28    2358.0      132.0     248.0      138.0      B6   \n",
+       "306578  2013      8   29      21.0      116.0     119.0       99.0      EV   \n",
+       "306579  2013      8   29      40.0      340.0     219.0      276.0      DL   \n",
+       "306757  2013      8   29     813.0       88.0     930.0       81.0      EV   \n",
+       "306788  2013      8   29     831.0      106.0    1026.0       78.0      US   \n",
+       "306808  2013      8   29     852.0      172.0    1013.0      178.0      MQ   \n",
+       "306824  2013      8   29     905.0       73.0    1151.0       70.0      B6   \n",
+       "306852  2013      8   29     939.0       64.0    1052.0       52.0      MQ   \n",
+       "306921  2013      8   29    1101.0       66.0    1355.0       45.0      UA   \n",
+       "306940  2013      8   29    1137.0       67.0    1454.0       79.0      AA   \n",
+       "306945  2013      8   29    1143.0       93.0    1405.0       85.0      MQ   \n",
+       "307016  2013      8   29    1259.0       68.0    1450.0       50.0      EV   \n",
+       "307079  2013      8   29    1430.0       90.0    1537.0       67.0      UA   \n",
+       "307087  2013      8   29    1439.0       69.0    1627.0       42.0      WN   \n",
+       "307090  2013      8   29    1443.0       74.0    1549.0       65.0      MQ   \n",
+       "307115  2013      8   29    1457.0       87.0    1613.0       75.0      B6   \n",
+       "307121  2013      8   29    1459.0       74.0    1625.0       62.0      EV   \n",
+       "307199  2013      8   29    1612.0       87.0    1838.0       78.0      B6   \n",
+       "307206  2013      8   29    1619.0       85.0    1829.0       79.0      EV   \n",
+       "307210  2013      8   29    1623.0       83.0    1801.0       67.0      US   \n",
+       "307235  2013      8   29    1640.0       71.0    1929.0       43.0      UA   \n",
+       "307286  2013      8   29    1727.0       62.0    1831.0       41.0      MQ   \n",
+       "307298  2013      8   29    1735.0      150.0    1924.0      149.0      MQ   \n",
+       "307316  2013      8   29    1753.0       77.0    1856.0       51.0      B6   \n",
+       "307325  2013      8   29    1802.0      123.0    1934.0      135.0      MQ   \n",
+       "307352  2013      8   29    1829.0       89.0    2032.0      113.0      UA   \n",
+       "307358  2013      8   29    1832.0       62.0    2048.0       57.0      F9   \n",
+       "307362  2013      8   29    1834.0       65.0    1938.0       33.0      B6   \n",
+       "307370  2013      8   29    1840.0       65.0    2047.0       69.0      YV   \n",
+       "307387  2013      8   29    1900.0       89.0    2025.0       96.0      B6   \n",
+       "307403  2013      8   29    1912.0      111.0    2041.0       97.0      EV   \n",
+       "307410  2013      8   29    1924.0      138.0    2344.0      153.0      B6   \n",
+       "307434  2013      8   29    1949.0       90.0    2246.0       88.0      B6   \n",
+       "307447  2013      8   29    2000.0       82.0    2131.0       74.0      B6   \n",
+       "307456  2013      8   29    2004.0       65.0    2236.0       43.0      UA   \n",
+       "307459  2013      8   29    2010.0       80.0    2250.0      145.0      MQ   \n",
+       "307467  2013      8   29    2022.0       72.0    2218.0       82.0      EV   \n",
+       "307493  2013      8   29    2059.0       79.0    2334.0       39.0      B6   \n",
+       "307500  2013      8   29    2109.0       68.0    2339.0       45.0      B6   \n",
+       "307512  2013      8   29    2119.0       84.0    2249.0       93.0      EV   \n",
+       "307513  2013      8   29    2121.0      141.0    2355.0       75.0      DL   \n",
+       "307518  2013      8   29    2130.0       65.0       4.0       43.0      B6   \n",
+       "307519  2013      8   29    2131.0       62.0      23.0       24.0      B6   \n",
+       "307521  2013      8   29    2133.0       86.0    2336.0       37.0      B6   \n",
+       "307523  2013      8   29    2136.0       66.0    2312.0       61.0      EV   \n",
+       "307533  2013      8   29    2157.0      117.0    2309.0       97.0      UA   \n",
+       "307541  2013      8   29    2229.0      149.0     114.0      117.0      UA   \n",
+       "307542  2013      8   29    2235.0       66.0    2330.0       51.0      EV   \n",
+       "307548  2013      8   29    2308.0       98.0     148.0       94.0      B6   \n",
+       "307551  2013      8   29    2352.0       87.0      51.0       81.0      EV   \n",
+       "307726  2013      8   30     804.0       94.0     944.0       91.0      EV   \n",
+       "307768  2013      8   30     840.0       71.0    1015.0       68.0      EV   \n",
+       "307801  2013      8   30     905.0      146.0    1052.0      122.0      EV   \n",
+       "307847  2013      8   30    1001.0       61.0    1120.0       64.0      US   \n",
+       "307920  2013      8   30    1146.0       81.0    1318.0       56.0      US   \n",
+       "307924  2013      8   30    1150.0      141.0    1440.0      138.0      UA   \n",
+       "307938  2013      8   30    1205.0       70.0    1441.0       43.0      B6   \n",
+       "307943  2013      8   30    1210.0       80.0    1347.0       57.0      MQ   \n",
+       "307959  2013      8   30    1231.0       76.0    1356.0       61.0      MQ   \n",
+       "308088  2013      8   30    1456.0       87.0    1618.0       69.0      AA   \n",
+       "308162  2013      8   30    1557.0       62.0    1832.0       42.0      AA   \n",
+       "308190  2013      8   30    1623.0       88.0    1859.0       69.0      MQ   \n",
+       "308197  2013      8   30    1627.0      122.0    1803.0       98.0      EV   \n",
+       "308214  2013      8   30    1642.0       95.0    1837.0       68.0      UA   \n",
+       "308236  2013      8   30    1658.0      119.0    1917.0       76.0      UA   \n",
+       "308304  2013      8   30    1811.0       79.0    1945.0       82.0      UA   \n",
+       "308310  2013      8   30    1819.0      154.0    1924.0      139.0      AA   \n",
+       "308313  2013      8   30    1820.0       80.0    2103.0       36.0      UA   \n",
+       "308316  2013      8   30    1824.0       64.0    2053.0       23.0      AA   \n",
+       "308324  2013      8   30    1828.0      170.0    2008.0      190.0      EV   \n",
+       "308330  2013      8   30    1833.0       93.0    2108.0      133.0      AA   \n",
+       "308348  2013      8   30    1855.0       90.0    2109.0       54.0      UA   \n",
+       "308367  2013      8   30    1907.0      237.0    2251.0      211.0      AA   \n",
+       "308392  2013      8   30    1930.0       85.0    2102.0       69.0      OO   \n",
+       "308406  2013      8   30    1946.0       81.0    2201.0       89.0      DL   \n",
+       "308410  2013      8   30    1954.0      109.0    2138.0      108.0      AA   \n",
+       "308423  2013      8   30    2010.0       65.0    2221.0       73.0      9E   \n",
+       "308424  2013      8   30    2010.0       75.0    2248.0      133.0      AA   \n",
+       "308428  2013      8   30    2011.0      101.0    2237.0      147.0      MQ   \n",
+       "308464  2013      8   30    2058.0      149.0    2232.0      142.0      UA   \n",
+       "308488  2013      8   30    2136.0       66.0    2247.0       52.0      WN   \n",
+       "308493  2013      8   30    2145.0      225.0    2253.0      213.0      WN   \n",
+       "308497  2013      8   30    2155.0      160.0      20.0      129.0      DL   \n",
+       "308500  2013      8   30    2208.0      173.0    2339.0      128.0      EV   \n",
+       "308501  2013      8   30    2215.0       74.0     229.0       89.0      B6   \n",
+       "308502  2013      8   30    2223.0       64.0      38.0       44.0      B6   \n",
+       "308503  2013      8   30    2231.0      126.0    2351.0      131.0      AA   \n",
+       "308509  2013      8   30    2251.0      112.0    2348.0       97.0      UA   \n",
+       "308512  2013      8   30    2308.0       73.0     157.0       74.0      B6   \n",
+       "308620  2013      8   31     750.0      110.0    1006.0       65.0      UA   \n",
+       "308646  2013      8   31     805.0       96.0    1059.0       68.0      UA   \n",
+       "308654  2013      8   31     810.0       71.0    1030.0       41.0      UA   \n",
+       "308703  2013      8   31     911.0       66.0    1128.0       38.0      UA   \n",
+       "308708  2013      8   31     915.0      135.0    1209.0      125.0      DL   \n",
+       "308729  2013      8   31     950.0      170.0    1132.0      197.0      WN   \n",
+       "308791  2013      8   31    1133.0      120.0    1523.0      168.0      B6   \n",
+       "308798  2013      8   31    1146.0       81.0    1416.0       51.0      AA   \n",
+       "308803  2013      8   31    1150.0       75.0    1256.0       36.0      AA   \n",
+       "308854  2013      8   31    1314.0       84.0    1445.0       65.0      MQ   \n",
+       "308890  2013      8   31    1413.0       63.0    1512.0       42.0      EV   \n",
+       "308924  2013      8   31    1454.0      104.0    1710.0       94.0      FL   \n",
+       "308945  2013      8   31    1511.0       71.0    1730.0       60.0      DL   \n",
+       "308979  2013      8   31    1555.0      100.0    1713.0       83.0      AA   \n",
+       "308992  2013      8   31    1614.0       64.0    1838.0       63.0      MQ   \n",
+       "308998  2013      8   31    1619.0      159.0    1747.0      149.0      EV   \n",
+       "309056  2013      8   31    1727.0       81.0    2014.0       65.0      B6   \n",
+       "309065  2013      8   31    1738.0      135.0    1931.0      144.0      9E   \n",
+       "309075  2013      8   31    1753.0       98.0    2028.0       73.0      AA   \n",
+       "309079  2013      8   31    1757.0       92.0    1905.0       80.0      UA   \n",
+       "309099  2013      8   31    1826.0      232.0    1931.0      212.0      YV   \n",
+       "309103  2013      8   31    1833.0       93.0    2055.0       70.0      AA   \n",
+       "309131  2013      8   31    1923.0       84.0    2210.0       77.0      DL   \n",
+       "309138  2013      8   31    1929.0      180.0    2204.0      157.0      B6   \n",
+       "309203  2013      9    1     117.0      152.0     218.0      139.0      B6   \n",
+       "309329  2013      9    1     849.0       80.0    1012.0       61.0      EV   \n",
+       "309382  2013      9    1    1001.0      126.0    1142.0      152.0      MQ   \n",
+       "309406  2013      9    1    1034.0       65.0    1214.0       45.0      MQ   \n",
+       "309628  2013      9    1    1538.0       88.0    1751.0       76.0      FL   \n",
+       "309631  2013      9    1    1539.0      169.0    2003.0        NaN      B6   \n",
+       "309649  2013      9    1    1555.0      195.0    1835.0      190.0      WN   \n",
+       "309725  2013      9    1    1718.0       63.0    1913.0       40.0      UA   \n",
+       "309729  2013      9    1    1721.0       61.0    2058.0       83.0      AA   \n",
+       "309791  2013      9    1    1838.0      128.0    2128.0      108.0      AA   \n",
+       "309832  2013      9    1    1931.0      117.0    2200.0      120.0      FL   \n",
+       "309844  2013      9    1    1952.0      112.0    2232.0       90.0      UA   \n",
+       "309855  2013      9    1    2006.0       67.0    2230.0       43.0      B6   \n",
+       "309858  2013      9    1    2010.0       70.0    2105.0       47.0      US   \n",
+       "309859  2013      9    1    2013.0       73.0    2219.0       49.0      DL   \n",
+       "309865  2013      9    1    2028.0       87.0    2325.0       72.0      B6   \n",
+       "309883  2013      9    1    2104.0       65.0    2254.0       53.0      EV   \n",
+       "309887  2013      9    1    2114.0      184.0    2218.0      153.0      WN   \n",
+       "309888  2013      9    1    2115.0      195.0    2348.0      166.0      B6   \n",
+       "309896  2013      9    1    2131.0      146.0    2238.0      133.0      WN   \n",
+       "309899  2013      9    1    2134.0      119.0      24.0       94.0      AA   \n",
+       "309901  2013      9    1    2137.0       61.0    2248.0       43.0      B6   \n",
+       "309905  2013      9    1    2203.0      168.0    2313.0      133.0      EV   \n",
+       "309908  2013      9    1    2219.0      179.0     106.0      162.0      DL   \n",
+       "309909  2013      9    1    2229.0       73.0    2349.0       60.0      B6   \n",
+       "309910  2013      9    1    2237.0      326.0      41.0      350.0      B6   \n",
+       "309911  2013      9    1    2238.0       73.0      35.0       41.0      B6   \n",
+       "309913  2013      9    1    2248.0       89.0     113.0       79.0      B6   \n",
+       "309920  2013      9    2       8.0       73.0     126.0       67.0      B6   \n",
+       "309921  2013      9    2       9.0      186.0     113.0      167.0      EV   \n",
+       "309922  2013      9    2      10.0      311.0     212.0      286.0      FL   \n",
+       "309924  2013      9    2      18.0      198.0     253.0      197.0      B6   \n",
+       "309925  2013      9    2      28.0      178.0     327.0      193.0      B6   \n",
+       "309926  2013      9    2      53.0      263.0     200.0      245.0      WN   \n",
+       "309927  2013      9    2      57.0      272.0     220.0      262.0      FL   \n",
+       "309928  2013      9    2     124.0      179.0     226.0      166.0      EV   \n",
+       "309955  2013      9    2     606.0      696.0     754.0      674.0      DL   \n",
+       "310015  2013      9    2     712.0       72.0     927.0       58.0      EV   \n",
+       "310141  2013      9    2     905.0       75.0    1145.0       65.0      MQ   \n",
+       "310149  2013      9    2     912.0       77.0    1100.0       65.0      DL   \n",
+       "310165  2013      9    2     931.0       91.0    1043.0       94.0      B6   \n",
+       "310255  2013      9    2    1128.0       71.0    1227.0       63.0      B6   \n",
+       "310336  2013      9    2    1335.0       85.0    1444.0       74.0      MQ   \n",
+       "310346  2013      9    2    1357.0       67.0    1606.0       76.0      DL   \n",
+       "310351  2013      9    2    1402.0       62.0    1549.0       59.0      MQ   \n",
+       "310358  2013      9    2    1418.0      185.0    1724.0      216.0      B6   \n",
+       "310374  2013      9    2    1449.0      129.0    1938.0        NaN      WN   \n",
+       "310377  2013      9    2    1452.0      118.0    1549.0      108.0      B6   \n",
+       "310403  2013      9    2    1527.0       72.0    1702.0       72.0      AA   \n",
+       "310410  2013      9    2    1537.0      143.0    1846.0      146.0      B6   \n",
+       "310412  2013      9    2    1541.0      176.0    1643.0      159.0      EV   \n",
+       "310427  2013      9    2    1608.0      188.0    1802.0      163.0      EV   \n",
+       "310429  2013      9    2    1611.0       81.0    1836.0       52.0      UA   \n",
+       "310433  2013      9    2    1621.0       82.0    1930.0       76.0      AA   \n",
+       "310437  2013      9    2    1625.0       86.0    1911.0       85.0      B6   \n",
+       "310439  2013      9    2    1633.0       93.0    1752.0       81.0      UA   \n",
+       "310440  2013      9    2    1634.0       65.0    1911.0       50.0      B6   \n",
+       "310444  2013      9    2    1641.0       66.0    1842.0       52.0      WN   \n",
+       "310446  2013      9    2    1643.0       73.0    1820.0       59.0      UA   \n",
+       "310447  2013      9    2    1645.0      110.0    2044.0        NaN      MQ   \n",
+       "310451  2013      9    2    1659.0      209.0    1952.0      194.0      B6   \n",
+       "310452  2013      9    2    1659.0       80.0    1809.0       81.0      US   \n",
+       "310453  2013      9    2    1701.0       71.0    1834.0       45.0      9E   \n",
+       "310455  2013      9    2    1704.0       89.0    2020.0       81.0      UA   \n",
+       "310457  2013      9    2    1707.0      138.0    1933.0      103.0      UA   \n",
+       "310458  2013      9    2    1708.0       69.0    1901.0       33.0      9E   \n",
+       "310461  2013      9    2    1718.0      173.0    1950.0      169.0      UA   \n",
+       "310464  2013      9    2    1724.0       85.0    1904.0       74.0      EV   \n",
+       "310465  2013      9    2    1729.0       69.0    2011.0       36.0      DL   \n",
+       "310466  2013      9    2    1731.0       62.0    1919.0       26.0      US   \n",
+       "310467  2013      9    2    1732.0      256.0    1912.0      238.0      EV   \n",
+       "310469  2013      9    2    1734.0      194.0    1902.0      189.0      FL   \n",
+       "310470  2013      9    2    1736.0      128.0    1927.0      110.0      EV   \n",
+       "310472  2013      9    2    1738.0      158.0    1915.0      141.0      US   \n",
+       "310474  2013      9    2    1742.0      207.0    1949.0      200.0      DL   \n",
+       "310475  2013      9    2    1742.0      162.0    1840.0      136.0      US   \n",
+       "310477  2013      9    2    1745.0      180.0    2043.0      176.0      B6   \n",
+       "310478  2013      9    2    1746.0      194.0    1917.0      198.0      EV   \n",
+       "310481  2013      9    2    1749.0      114.0    2000.0      115.0      MQ   \n",
+       "310483  2013      9    2    1751.0      231.0    2010.0      219.0      DL   \n",
+       "310484  2013      9    2    1751.0       92.0    2054.0       71.0      UA   \n",
+       "310491  2013      9    2    1759.0      152.0    1931.0      150.0      UA   \n",
+       "310492  2013      9    2    1801.0      291.0    2013.0      277.0      FL   \n",
+       "310494  2013      9    2    1804.0      124.0    1905.0      102.0      US   \n",
+       "310496  2013      9    2    1805.0      170.0    2046.0      150.0      DL   \n",
+       "310498  2013      9    2    1806.0       96.0    2125.0      105.0      AA   \n",
+       "310501  2013      9    2    1810.0      222.0    1958.0      250.0      EV   \n",
+       "310505  2013      9    2    1812.0      202.0    2047.0      172.0      UA   \n",
+       "310506  2013      9    2    1815.0       67.0    2029.0       59.0      UA   \n",
+       "310507  2013      9    2    1816.0      101.0    2002.0      107.0      MQ   \n",
+       "310509  2013      9    2    1816.0      261.0    1935.0      255.0      WN   \n",
+       "310510  2013      9    2    1817.0      138.0    1928.0      118.0      B6   \n",
+       "310511  2013      9    2    1817.0      209.0    2006.0      193.0      US   \n",
+       "310513  2013      9    2    1823.0       63.0    2107.0       37.0      AA   \n",
+       "310515  2013      9    2    1825.0       85.0    2224.0      117.0      UA   \n",
+       "310518  2013      9    2    1828.0      208.0    2126.0      242.0      EV   \n",
+       "310523  2013      9    2    1832.0      157.0    2009.0      145.0      B6   \n",
+       "310525  2013      9    2    1833.0      193.0    2105.0      175.0      UA   \n",
+       "310527  2013      9    2    1840.0      100.0    2024.0       89.0      AA   \n",
+       "310532  2013      9    2    1845.0      232.0    2121.0      214.0      UA   \n",
+       "310533  2013      9    2    1846.0      346.0    2000.0      335.0      WN   \n",
+       "310535  2013      9    2    1848.0      223.0    2143.0      230.0      UA   \n",
+       "310536  2013      9    2    1849.0      200.0    2119.0      217.0      EV   \n",
+       "310537  2013      9    2    1849.0      149.0    2102.0      129.0      9E   \n",
+       "310538  2013      9    2    1849.0      133.0    2013.0      128.0      B6   \n",
+       "310539  2013      9    2    1851.0      304.0    2140.0      296.0      DL   \n",
+       "310540  2013      9    2    1852.0      103.0    2116.0       82.0      B6   \n",
+       "310542  2013      9    2    1853.0      233.0    2115.0      217.0      DL   \n",
+       "310546  2013      9    2    1856.0      146.0    2212.0      147.0      B6   \n",
+       "310547  2013      9    2    1856.0      131.0    2036.0      129.0      B6   \n",
+       "310548  2013      9    2    1857.0      106.0    2021.0       90.0      B6   \n",
+       "310549  2013      9    2    1900.0      120.0    2045.0       93.0      B6   \n",
+       "310550  2013      9    2    1900.0      151.0    2141.0      146.0      UA   \n",
+       "310553  2013      9    2    1902.0      112.0    2025.0      110.0      MQ   \n",
+       "310556  2013      9    2    1904.0      274.0    2210.0      276.0      UA   \n",
+       "310557  2013      9    2    1906.0      307.0    2134.0      331.0      B6   \n",
+       "310558  2013      9    2    1909.0      310.0    2124.0      328.0      US   \n",
+       "310559  2013      9    2    1911.0      176.0    2122.0      157.0      MQ   \n",
+       "310560  2013      9    2    1911.0      128.0    2105.0      113.0      US   \n",
+       "310562  2013      9    2    1913.0      168.0    2035.0      147.0      DL   \n",
+       "310563  2013      9    2    1914.0      154.0    2046.0      161.0      WN   \n",
+       "310564  2013      9    2    1917.0      170.0    2047.0      173.0      EV   \n",
+       "310565  2013      9    2    1917.0      212.0    2140.0      215.0      DL   \n",
+       "310567  2013      9    2    1920.0       80.0    2053.0       93.0      WN   \n",
+       "310568  2013      9    2    1921.0      116.0    2305.0      148.0      UA   \n",
+       "310569  2013      9    2    1923.0      179.0    2122.0      160.0      UA   \n",
+       "310571  2013      9    2    1925.0      227.0    2107.0      249.0      EV   \n",
+       "310572  2013      9    2    1925.0      207.0    2213.0      183.0      DL   \n",
+       "310573  2013      9    2    1925.0      208.0    2056.0      209.0      UA   \n",
+       "310574  2013      9    2    1927.0      237.0    2118.0      243.0      WN   \n",
+       "310575  2013      9    2    1928.0      153.0    2106.0      172.0      EV   \n",
+       "310576  2013      9    2    1929.0      139.0    2237.0      157.0      UA   \n",
+       "310578  2013      9    2    1930.0      204.0    2209.0      180.0      B6   \n",
+       "310581  2013      9    2    1934.0       81.0    2249.0       81.0      UA   \n",
+       "310582  2013      9    2    1936.0      131.0    2229.0      134.0      UA   \n",
+       "310584  2013      9    2    1937.0      128.0    2120.0      135.0      B6   \n",
+       "310585  2013      9    2    1943.0      178.0    2145.0      184.0      DL   \n",
+       "310586  2013      9    2    1943.0      171.0    2114.0      171.0      UA   \n",
+       "310587  2013      9    2    1945.0       80.0    2056.0       47.0      EV   \n",
+       "310591  2013      9    2    1954.0      299.0    2243.0      328.0      DL   \n",
+       "310592  2013      9    2    1956.0      161.0    2118.0      133.0      AA   \n",
+       "310593  2013      9    2    1956.0      106.0    2211.0      136.0      MQ   \n",
+       "310594  2013      9    2    2002.0       92.0    2145.0      115.0      MQ   \n",
+       "310598  2013      9    2    2005.0       65.0    2332.0       52.0      DL   \n",
+       "310600  2013      9    2    2006.0       66.0    2348.0       92.0      DL   \n",
+       "310601  2013      9    2    2007.0      122.0    2123.0       93.0      AA   \n",
+       "310603  2013      9    2    2014.0       89.0    2346.0       96.0      AA   \n",
+       "310604  2013      9    2    2014.0      334.0    2227.0      344.0      DL   \n",
+       "310605  2013      9    2    2016.0       66.0    2257.0       42.0      AA   \n",
+       "310607  2013      9    2    2016.0      167.0    2316.0      147.0      VX   \n",
+       "310610  2013      9    2    2021.0      262.0    2254.0      251.0      DL   \n",
+       "310612  2013      9    2    2021.0      166.0    2206.0      157.0      US   \n",
+       "310613  2013      9    2    2024.0      169.0       9.0      201.0      B6   \n",
+       "310615  2013      9    2    2025.0      265.0    2318.0      253.0      AA   \n",
+       "310616  2013      9    2    2025.0      117.0    2216.0      102.0      US   \n",
+       "310618  2013      9    2    2026.0      171.0    2231.0      151.0      WN   \n",
+       "310619  2013      9    2    2033.0      158.0    2334.0      159.0      AA   \n",
+       "310620  2013      9    2    2033.0      253.0    2327.0      232.0      AA   \n",
+       "310621  2013      9    2    2035.0      184.0    2140.0      171.0      B6   \n",
+       "310624  2013      9    2    2041.0      221.0    2304.0      206.0      DL   \n",
+       "310626  2013      9    2    2043.0      103.0      21.0      115.0      DL   \n",
+       "310627  2013      9    2    2043.0      224.0    2300.0      221.0      DL   \n",
+       "310628  2013      9    2    2045.0       85.0      43.0      115.0      DL   \n",
+       "310631  2013      9    2    2048.0      368.0    2304.0      380.0      DL   \n",
+       "310632  2013      9    2    2048.0      115.0    2258.0      118.0      US   \n",
+       "310633  2013      9    2    2049.0      354.0    2207.0      352.0      EV   \n",
+       "310634  2013      9    2    2050.0       80.0    2309.0      104.0      MQ   \n",
+       "310635  2013      9    2    2053.0      248.0    2334.0      261.0      EV   \n",
+       "310636  2013      9    2    2053.0      199.0    2340.0      220.0      FL   \n",
+       "310637  2013      9    2    2054.0       98.0    2346.0       92.0      B6   \n",
+       "310639  2013      9    2    2057.0      177.0    2333.0      174.0      DL   \n",
+       "310640  2013      9    2    2058.0      123.0    2227.0      112.0      AA   \n",
+       "310644  2013      9    2    2110.0      250.0    2343.0      228.0      WN   \n",
+       "310645  2013      9    2    2111.0      311.0    2311.0      332.0      UA   \n",
+       "310646  2013      9    2    2112.0      177.0    2325.0      158.0      DL   \n",
+       "310647  2013      9    2    2114.0       99.0      14.0       97.0      DL   \n",
+       "310650  2013      9    2    2117.0      197.0    2309.0      177.0      DL   \n",
+       "310651  2013      9    2    2120.0      161.0      13.0      185.0      9E   \n",
+       "310652  2013      9    2    2122.0       82.0       9.0       98.0      EV   \n",
+       "310653  2013      9    2    2122.0      317.0    2241.0      286.0      AA   \n",
+       "310654  2013      9    2    2122.0      263.0      17.0      251.0      UA   \n",
+       "310655  2013      9    2    2126.0       87.0      22.0      141.0      EV   \n",
+       "310657  2013      9    2    2131.0      223.0       7.0      212.0      B6   \n",
+       "310658  2013      9    2    2132.0      147.0      53.0      153.0      DL   \n",
+       "310659  2013      9    2    2132.0      152.0    2303.0      143.0      MQ   \n",
+       "310663  2013      9    2    2136.0      311.0      11.0      283.0      B6   \n",
+       "310664  2013      9    2    2136.0      156.0      23.0      171.0      DL   \n",
+       "310665  2013      9    2    2137.0       69.0       5.0       78.0      B6   \n",
+       "310666  2013      9    2    2138.0      153.0      10.0      125.0      AA   \n",
+       "310667  2013      9    2    2138.0      323.0    2353.0      322.0      DL   \n",
+       "310668  2013      9    2    2138.0      129.0      42.0      150.0      DL   \n",
+       "310669  2013      9    2    2139.0      109.0      17.0      122.0      EV   \n",
+       "310671  2013      9    2    2140.0      150.0      21.0      131.0      AA   \n",
+       "310674  2013      9    2    2146.0      256.0    2355.0      254.0      DL   \n",
+       "310675  2013      9    2    2148.0      203.0    2317.0      197.0      WN   \n",
+       "310676  2013      9    2    2151.0      262.0    2349.0      242.0      UA   \n",
+       "310677  2013      9    2    2152.0      222.0     122.0      234.0      DL   \n",
+       "310679  2013      9    2    2153.0      138.0      41.0      117.0      DL   \n",
+       "310680  2013      9    2    2154.0      325.0      41.0      314.0      B6   \n",
+       "310681  2013      9    2    2154.0      145.0      52.0      139.0      UA   \n",
+       "310682  2013      9    2    2154.0      144.0       5.0      175.0      UA   \n",
+       "310683  2013      9    2    2155.0      175.0    2329.0      191.0      US   \n",
+       "310684  2013      9    2    2157.0      112.0    2339.0      129.0      MQ   \n",
+       "310686  2013      9    2    2159.0      119.0    2322.0      130.0      EV   \n",
+       "310687  2013      9    2    2159.0      119.0       6.0      117.0      EV   \n",
+       "310688  2013      9    2    2159.0      274.0      58.0      276.0      DL   \n",
+       "310689  2013      9    2    2200.0       91.0    2347.0       91.0      EV   \n",
+       "310693  2013      9    2    2203.0       73.0     104.0       57.0      UA   \n",
+       "310694  2013      9    2    2205.0      145.0    2332.0      132.0      AA   \n",
+       "310695  2013      9    2    2205.0      125.0      38.0       88.0      DL   \n",
+       "310696  2013      9    2    2209.0      219.0      48.0      243.0      EV   \n",
+       "310697  2013      9    2    2210.0      235.0     104.0      209.0      AA   \n",
+       "310698  2013      9    2    2211.0      296.0      27.0      275.0      9E   \n",
+       "310699  2013      9    2    2212.0      162.0    2326.0      156.0      EV   \n",
+       "310700  2013      9    2    2212.0      125.0      48.0      109.0      B6   \n",
+       "310702  2013      9    2    2215.0      230.0      20.0      228.0      DL   \n",
+       "310704  2013      9    2    2216.0      206.0      48.0      263.0      MQ   \n",
+       "310705  2013      9    2    2217.0      237.0      28.0      216.0      9E   \n",
+       "310706  2013      9    2    2218.0      473.0    2349.0      444.0      EV   \n",
+       "310707  2013      9    2    2221.0      141.0      21.0      130.0      EV   \n",
+       "310708  2013      9    2    2222.0      167.0     119.0      149.0      AA   \n",
+       "310709  2013      9    2    2223.0      103.0    2349.0      115.0      B6   \n",
+       "310710  2013      9    2    2223.0      133.0    2355.0      141.0      B6   \n",
+       "310711  2013      9    2    2224.0      234.0     112.0      212.0      B6   \n",
+       "310712  2013      9    2    2224.0       84.0     130.0       78.0      DL   \n",
+       "310713  2013      9    2    2226.0      231.0       4.0      198.0      DL   \n",
+       "310714  2013      9    2    2227.0      182.0    2347.0      179.0      EV   \n",
+       "310715  2013      9    2    2228.0      205.0      42.0      213.0      EV   \n",
+       "310716  2013      9    2    2229.0      136.0      58.0      124.0      EV   \n",
+       "310717  2013      9    2    2229.0      184.0     126.0      163.0      DL   \n",
+       "310718  2013      9    2    2230.0      405.0     122.0      376.0      DL   \n",
+       "310719  2013      9    2    2231.0      175.0     118.0      165.0      B6   \n",
+       "310720  2013      9    2    2234.0      211.0    2400.0      206.0      EV   \n",
+       "310721  2013      9    2    2234.0       65.0    2351.0       72.0      EV   \n",
+       "310722  2013      9    2    2237.0      372.0       8.0      334.0      EV   \n",
+       "310723  2013      9    2    2237.0      158.0      10.0      150.0      DL   \n",
+       "310724  2013      9    2    2238.0      158.0     128.0      131.0      UA   \n",
+       "310725  2013      9    2    2238.0      273.0      41.0      248.0      UA   \n",
+       "310727  2013      9    2    2244.0      514.0     100.0      505.0      FL   \n",
+       "310728  2013      9    2    2247.0      193.0      54.0      191.0      EV   \n",
+       "310729  2013      9    2    2248.0      358.0      31.0      332.0      DL   \n",
+       "310730  2013      9    2    2248.0      178.0      48.0      153.0      MQ   \n",
+       "310731  2013      9    2    2250.0       65.0       1.0       45.0      DL   \n",
+       "310732  2013      9    2    2252.0      292.0     122.0      258.0      DL   \n",
+       "310733  2013      9    2    2257.0      177.0     112.0      162.0      DL   \n",
+       "310735  2013      9    2    2301.0      361.0     157.0      363.0      UA   \n",
+       "310736  2013      9    2    2302.0      121.0     254.0      114.0      B6   \n",
+       "310737  2013      9    2    2302.0      167.0      29.0      154.0      MQ   \n",
+       "310738  2013      9    2    2305.0      125.0     129.0      126.0      DL   \n",
+       "310739  2013      9    2    2308.0       73.0      13.0       66.0      UA   \n",
+       "310740  2013      9    2    2309.0      119.0      19.0      117.0      UA   \n",
+       "310741  2013      9    2    2311.0      109.0     125.0       92.0      EV   \n",
+       "310742  2013      9    2    2312.0      192.0      20.0      182.0      US   \n",
+       "310743  2013      9    2    2314.0       88.0     138.0       68.0      B6   \n",
+       "310744  2013      9    2    2315.0       95.0      35.0      100.0      MQ   \n",
+       "310747  2013      9    2    2319.0      334.0     132.0      318.0      DL   \n",
+       "310748  2013      9    2    2323.0      154.0      43.0      131.0      EV   \n",
+       "310749  2013      9    2    2323.0      127.0      52.0      123.0      B6   \n",
+       "310750  2013      9    2    2323.0      233.0     155.0      211.0      DL   \n",
+       "310751  2013      9    2    2327.0      177.0      26.0      156.0      WN   \n",
+       "310752  2013      9    2    2327.0      232.0     206.0      204.0      UA   \n",
+       "310753  2013      9    2    2329.0      129.0     109.0      111.0      EV   \n",
+       "310754  2013      9    2    2329.0      173.0      39.0      154.0      B6   \n",
+       "310755  2013      9    2    2333.0      123.0     150.0      111.0      B6   \n",
+       "310756  2013      9    2    2335.0      130.0     136.0      118.0      EV   \n",
+       "310757  2013      9    2    2338.0      273.0      42.0      257.0      WN   \n",
+       "310758  2013      9    2    2345.0      140.0     139.0      105.0      B6   \n",
+       "310759  2013      9    2    2345.0      110.0     220.0       97.0      B6   \n",
+       "310761  2013      9    2    2353.0      123.0     245.0      120.0      B6   \n",
+       "310762  2013      9    2    2353.0       68.0     108.0       67.0      B6   \n",
+       "310763  2013      9    2    2353.0      128.0     232.0      134.0      B6   \n",
+       "310934  2013      9    3     701.0       61.0     932.0       65.0      DL   \n",
+       "310974  2013      9    3     742.0       72.0     958.0       43.0      UA   \n",
+       "311076  2013      9    3     901.0      166.0    1012.0      163.0      EV   \n",
+       "311095  2013      9    3     918.0       63.0    1201.0       40.0      UA   \n",
+       "311115  2013      9    3     946.0       76.0    1138.0       51.0      EV   \n",
+       "311151  2013      9    3    1028.0      139.0    1219.0      121.0      EV   \n",
+       "311190  2013      9    3    1122.0       72.0    1231.0       56.0      MQ   \n",
+       "311217  2013      9    3    1158.0       89.0    1316.0       62.0      AA   \n",
+       "311238  2013      9    3    1230.0       80.0    1402.0       51.0      EV   \n",
+       "311245  2013      9    3    1241.0       81.0    1345.0       72.0      B6   \n",
+       "311275  2013      9    3    1303.0       64.0    1437.0       53.0      MQ   \n",
+       "311286  2013      9    3    1320.0       65.0    1532.0       52.0      MQ   \n",
+       "311297  2013      9    3    1340.0      295.0    1449.0      267.0      EV   \n",
+       "311324  2013      9    3    1407.0       62.0    1557.0       40.0      EV   \n",
+       "311329  2013      9    3    1413.0       93.0    1548.0       69.0      EV   \n",
+       "311331  2013      9    3    1414.0      119.0    1701.0      112.0      DL   \n",
+       "311350  2013      9    3    1440.0       85.0    1621.0       65.0      EV   \n",
+       "311365  2013      9    3    1450.0       65.0    1632.0       72.0      MQ   \n",
+       "311496  2013      9    3    1644.0      132.0    1814.0      135.0      EV   \n",
+       "311509  2013      9    3    1655.0       80.0    2007.0       77.0      B6   \n",
+       "311513  2013      9    3    1658.0       88.0    1921.0       87.0      EV   \n",
+       "311516  2013      9    3    1659.0       64.0    1829.0       45.0      B6   \n",
+       "311530  2013      9    3    1707.0       98.0    1941.0       80.0      B6   \n",
+       "311540  2013      9    3    1716.0       91.0    1932.0       87.0      DL   \n",
+       "311543  2013      9    3    1718.0       88.0    1904.0       94.0      MQ   \n",
+       "311562  2013      9    3    1733.0      233.0    2049.0      239.0      DL   \n",
+       "311572  2013      9    3    1750.0      132.0    1907.0      129.0      EV   \n",
+       "311584  2013      9    3    1757.0       82.0    1902.0       47.0      MQ   \n",
+       "311606  2013      9    3    1820.0       68.0    1930.0       46.0      B6   \n",
+       "311621  2013      9    3    1834.0      134.0    2018.0      110.0      9E   \n",
+       "311631  2013      9    3    1848.0       79.0    2045.0       58.0      UA   \n",
+       "311659  2013      9    3    1907.0       72.0    2114.0      104.0      MQ   \n",
+       "311682  2013      9    3    1931.0       71.0    2153.0       34.0      9E   \n",
+       "311696  2013      9    3    1951.0       92.0    2240.0       82.0      B6   \n",
+       "311707  2013      9    3    2003.0       63.0    2220.0       49.0      DL   \n",
+       "311717  2013      9    3    2018.0       98.0    2240.0       84.0      DL   \n",
+       "311737  2013      9    3    2045.0      143.0    2237.0      113.0      9E   \n",
+       "311738  2013      9    3    2045.0      100.0    2253.0       76.0      DL   \n",
+       "311743  2013      9    3    2049.0       74.0    2340.0       68.0      DL   \n",
+       "311744  2013      9    3    2051.0       66.0       1.0       56.0      DL   \n",
+       "311757  2013      9    3    2118.0      138.0    2246.0      126.0      MQ   \n",
+       "311758  2013      9    3    2119.0      102.0    2233.0       97.0      EV   \n",
+       "311760  2013      9    3    2119.0       89.0    2320.0       65.0      MQ   \n",
+       "311780  2013      9    3    2156.0       71.0     155.0       62.0      DL   \n",
+       "311781  2013      9    3    2159.0       85.0    2318.0       69.0      9E   \n",
+       "311782  2013      9    3    2209.0      179.0      43.0      148.0      AA   \n",
+       "311788  2013      9    3    2238.0      113.0    2349.0      101.0      DL   \n",
+       "311792  2013      9    3    2258.0      163.0      28.0      153.0      MQ   \n",
+       "311805  2013      9    4     146.0      296.0       NaN        NaN      UA   \n",
+       "312012  2013      9    4     831.0       81.0    1127.0       87.0      AA   \n",
+       "312019  2013      9    4     835.0       71.0     954.0       78.0      UA   \n",
+       "312033  2013      9    4     847.0       67.0    1005.0       65.0      MQ   \n",
+       "312145  2013      9    4    1104.0       64.0    1211.0       40.0      EV   \n",
+       "312158  2013      9    4    1121.0      158.0    1314.0      129.0      EV   \n",
+       "312213  2013      9    4    1240.0       80.0    1357.0       87.0      B6   \n",
+       "312243  2013      9    4    1306.0      141.0    1555.0      123.0      B6   \n",
+       "312322  2013      9    4    1443.0      103.0    1641.0       80.0      EV   \n",
+       "312377  2013      9    4    1528.0      118.0    1831.0      119.0      B6   \n",
+       "312432  2013      9    4    1614.0       75.0    1900.0       53.0      UA   \n",
+       "312534  2013      9    4    1737.0       67.0    2003.0       23.0      AA   \n",
+       "312542  2013      9    4    1750.0       65.0    1915.0       55.0      MQ   \n",
+       "312570  2013      9    4    1822.0       82.0    1945.0       50.0      AA   \n",
+       "312660  2013      9    4    1949.0      149.0    2051.0      131.0      UA   \n",
+       "312681  2013      9    4    2006.0       61.0    2153.0       19.0      9E   \n",
+       "312687  2013      9    4    2014.0      104.0    2212.0       60.0      B6   \n",
+       "312720  2013      9    4    2104.0      185.0    2320.0      148.0      B6   \n",
+       "312727  2013      9    4    2120.0      100.0    2224.0       64.0      AA   \n",
+       "312747  2013      9    4    2258.0      118.0     120.0       96.0      B6   \n",
+       "312927  2013      9    5     807.0       62.0    1029.0       34.0      AA   \n",
+       "313050  2013      9    5     959.0       89.0    1249.0       72.0      UA   \n",
+       "313053  2013      9    5    1003.0       64.0    1207.0       23.0      UA   \n",
+       "313084  2013      9    5    1039.0       70.0    1334.0       60.0      UA   \n",
+       "313168  2013      9    5    1233.0       73.0    1340.0       70.0      B6   \n",
+       "313208  2013      9    5    1307.0      177.0    1424.0      178.0      EV   \n",
+       "313420  2013      9    5    1634.0       89.0    1829.0       94.0      MQ   \n",
+       "313451  2013      9    5    1701.0      126.0    1857.0       99.0      B6   \n",
+       "313487  2013      9    5    1744.0       84.0    2044.0       69.0      AA   \n",
+       "313496  2013      9    5    1750.0      110.0    2020.0       75.0      AA   \n",
+       "313563  2013      9    5    1849.0       94.0    2058.0       78.0      9E   \n",
+       "313574  2013      9    5    1855.0      236.0    2119.0      225.0      DL   \n",
+       "313582  2013      9    5    1858.0      118.0    2106.0       81.0      AA   \n",
+       "313598  2013      9    5    1918.0      103.0    2209.0       74.0      AA   \n",
+       "313615  2013      9    5    1935.0      135.0    2216.0      106.0      AA   \n",
+       "313683  2013      9    5    2059.0       84.0    2330.0       58.0      DL   \n",
+       "313687  2013      9    5    2102.0       92.0    2348.0       58.0      AA   \n",
+       "313705  2013      9    5    2150.0       61.0    2312.0       40.0      EV   \n",
+       "313715  2013      9    5    2240.0      100.0     103.0       79.0      B6   \n",
+       "313827  2013      9    6     710.0       70.0     815.0       76.0      US   \n",
+       "313936  2013      9    6     835.0       95.0     957.0       82.0      WN   \n",
+       "314030  2013      9    6    1014.0      117.0    1200.0       97.0      9E   \n",
+       "314032  2013      9    6    1015.0      125.0    1237.0      127.0      DL   \n",
+       "314091  2013      9    6    1137.0      147.0    1357.0       97.0      AA   \n",
+       "314424  2013      9    6    1707.0       75.0    1834.0       58.0      EV   \n",
+       "314476  2013      9    6    1756.0       87.0    2033.0       60.0      B6   \n",
+       "314495  2013      9    6    1813.0       68.0    1958.0       51.0      US   \n",
+       "314508  2013      9    6    1826.0      486.0    2023.0      492.0      US   \n",
+       "314546  2013      9    6    1900.0       99.0    2020.0       76.0      EV   \n",
+       "314564  2013      9    6    1922.0       82.0    2218.0       60.0      DL   \n",
+       "314612  2013      9    6    2006.0       67.0    2220.0       27.0      UA   \n",
+       "314617  2013      9    6    2011.0       90.0    2126.0       76.0      B6   \n",
+       "314670  2013      9    6    2134.0       65.0    2243.0       39.0      9E   \n",
+       "314680  2013      9    6    2232.0       62.0       9.0       10.0      B6   \n",
+       "314885  2013      9    7     919.0       79.0    1312.0       77.0      AA   \n",
+       "314889  2013      9    7     921.0       82.0    1119.0       63.0      9E   \n",
+       "314953  2013      9    7    1100.0       75.0    1240.0       54.0      EV   \n",
+       "315027  2013      9    7    1256.0      131.0    1417.0      135.0      B6   \n",
+       "315056  2013      9    7    1338.0       93.0    1513.0       49.0      UA   \n",
+       "315190  2013      9    7    1620.0       85.0    1741.0       71.0      MQ   \n",
+       "315233  2013      9    7    1700.0      120.0    1900.0       98.0      UA   \n",
+       "315282  2013      9    7    1815.0      106.0    1947.0       71.0      US   \n",
+       "315297  2013      9    7    1832.0       77.0    2026.0       47.0      9E   \n",
+       "315300  2013      9    7    1838.0       68.0    1940.0       53.0      B6   \n",
+       "315335  2013      9    7    1945.0      105.0    2237.0      104.0      UA   \n",
+       "315683  2013      9    8    1155.0       85.0    1444.0       90.0      B6   \n",
+       "315693  2013      9    8    1205.0       65.0    1328.0       43.0      EV   \n",
+       "315707  2013      9    8    1221.0       66.0    1501.0       33.0      9E   \n",
+       "315708  2013      9    8    1221.0      120.0    1421.0       98.0      9E   \n",
+       "315715  2013      9    8    1234.0       65.0    1447.0       47.0      B6   \n",
+       "315873  2013      9    8    1506.0       86.0    1719.0       55.0      UA   \n",
+       "315956  2013      9    8    1621.0       61.0    1850.0       36.0      UA   \n",
+       "315980  2013      9    8    1646.0      116.0    1757.0      107.0      EV   \n",
+       "315981  2013      9    8    1647.0      272.0    1906.0      236.0      AA   \n",
+       "316071  2013      9    8    1810.0       79.0    2116.0       79.0      B6   \n",
+       "316084  2013      9    8    1822.0       92.0    2043.0      103.0      US   \n",
+       "316101  2013      9    8    1830.0       70.0    2054.0       44.0      UA   \n",
+       "316108  2013      9    8    1841.0       71.0    2120.0       63.0      B6   \n",
+       "316112  2013      9    8    1847.0      167.0    2106.0      168.0      9E   \n",
+       "316165  2013      9    8    1930.0       61.0    2116.0       48.0      DL   \n",
+       "316181  2013      9    8    1952.0      142.0    2113.0      141.0      B6   \n",
+       "316188  2013      9    8    1957.0      118.0    2258.0      126.0      B6   \n",
+       "316192  2013      9    8    1959.0       90.0    2114.0       64.0      UA   \n",
+       "316258  2013      9    8    2133.0      148.0    2258.0      118.0      9E   \n",
+       "316268  2013      9    8    2212.0      117.0    2349.0      114.0      MQ   \n",
+       "316270  2013      9    8    2213.0       63.0    2357.0       62.0      MQ   \n",
+       "316271  2013      9    8    2215.0      135.0    2323.0      111.0      UA   \n",
+       "316272  2013      9    8    2217.0       78.0    2330.0       58.0      EV   \n",
+       "316567  2013      9    9     932.0      147.0    1201.0      111.0      UA   \n",
+       "316586  2013      9    9     955.0       75.0    1141.0       79.0      EV   \n",
+       "316596  2013      9    9    1008.0       76.0    1215.0        8.0      UA   \n",
+       "316666  2013      9    9    1148.0      132.0    1351.0      121.0      EV   \n",
+       "316693  2013      9    9    1206.0      101.0    1325.0      105.0      MQ   \n",
+       "316701  2013      9    9    1217.0       67.0    1529.0       59.0      AA   \n",
+       "316797  2013      9    9    1414.0       74.0    1644.0       30.0      DL   \n",
+       "316801  2013      9    9    1420.0       70.0    1602.0       54.0      EV   \n",
+       "316840  2013      9    9    1451.0      131.0    1712.0      112.0      AA   \n",
+       "316876  2013      9    9    1516.0      111.0    1708.0      100.0      EV   \n",
+       "316931  2013      9    9    1605.0       65.0    1733.0       75.0      US   \n",
+       "316954  2013      9    9    1624.0       67.0    1917.0       43.0      B6   \n",
+       "316975  2013      9    9    1646.0       68.0    1752.0       54.0      EV   \n",
+       "317019  2013      9    9    1717.0       97.0    1832.0      102.0      US   \n",
+       "317062  2013      9    9    1757.0       62.0    1904.0       50.0      EV   \n",
+       "317111  2013      9    9    1848.0      149.0    2117.0      118.0      B6   \n",
+       "317147  2013      9    9    1920.0      175.0    2104.0      153.0      DL   \n",
+       "317160  2013      9    9    1932.0       77.0    2128.0       34.0      EV   \n",
+       "317172  2013      9    9    1939.0       84.0    2105.0       78.0      9E   \n",
+       "317192  2013      9    9    2000.0       65.0    2130.0       55.0      AA   \n",
+       "317241  2013      9    9    2101.0      126.0    2312.0      101.0      DL   \n",
+       "317244  2013      9    9    2106.0       81.0    2242.0       56.0      EV   \n",
+       "317435  2013      9   10     758.0       63.0    1205.0       73.0      DL   \n",
+       "317646  2013      9   10    1131.0      211.0    1413.0      183.0      B6   \n",
+       "317681  2013      9   10    1217.0      147.0    1424.0      133.0      9E   \n",
+       "317732  2013      9   10    1319.0      110.0    1542.0       97.0      B6   \n",
+       "317905  2013      9   10    1601.0       61.0    1720.0       62.0      US   \n",
+       "317971  2013      9   10    1705.0       97.0    1848.0       71.0      EV   \n",
+       "317984  2013      9   10    1720.0       81.0    1900.0       70.0      EV   \n",
+       "318007  2013      9   10    1746.0       71.0    1925.0       72.0      EV   \n",
+       "318029  2013      9   10    1802.0      137.0    2047.0      112.0      DL   \n",
+       "318032  2013      9   10    1803.0       75.0    2028.0       69.0      EV   \n",
+       "318040  2013      9   10    1815.0      130.0    2015.0      129.0      EV   \n",
+       "318053  2013      9   10    1824.0       99.0    2036.0       83.0      EV   \n",
+       "318067  2013      9   10    1829.0      100.0    2113.0      130.0      EV   \n",
+       "318070  2013      9   10    1833.0      134.0    2113.0      114.0      B6   \n",
+       "318091  2013      9   10    1855.0       90.0    2113.0      112.0      EV   \n",
+       "318121  2013      9   10    1924.0       84.0    2234.0      101.0      UA   \n",
+       "318123  2013      9   10    1926.0      206.0    2253.0      246.0      B6   \n",
+       "318139  2013      9   10    1942.0       72.0    2127.0       77.0      MQ   \n",
+       "318157  2013      9   10    2006.0      151.0    2259.0      124.0      AA   \n",
+       "318180  2013      9   10    2032.0       62.0    2158.0       48.0      UA   \n",
+       "318195  2013      9   10    2053.0      103.0    2333.0       72.0      DL   \n",
+       "318202  2013      9   10    2106.0       66.0    2211.0       59.0      EV   \n",
+       "318206  2013      9   10    2110.0      122.0       5.0      105.0      UA   \n",
+       "318218  2013      9   10    2152.0       83.0    2338.0       61.0      EV   \n",
+       "318224  2013      9   10    2206.0      141.0    2328.0      102.0      EV   \n",
+       "318226  2013      9   10    2227.0       62.0    2335.0       48.0      EV   \n",
+       "318232  2013      9   10    2250.0       81.0    2342.0       63.0      EV   \n",
+       "318234  2013      9   10    2319.0      184.0      41.0      166.0      MQ   \n",
+       "318237  2013      9   11      11.0      217.0     130.0      201.0      9E   \n",
+       "318238  2013      9   11      15.0       90.0     111.0       80.0      B6   \n",
+       "318604  2013      9   11    1146.0       87.0    1329.0       71.0      EV   \n",
+       "318646  2013      9   11    1229.0       89.0    1428.0       59.0      DL   \n",
+       "318700  2013      9   11    1334.0      329.0    1435.0      323.0      EV   \n",
+       "318707  2013      9   11    1345.0      196.0    1528.0      219.0      EV   \n",
+       "318744  2013      9   11    1432.0       63.0    1635.0      111.0      MQ   \n",
+       "318871  2013      9   11    1617.0       77.0    1837.0       79.0      EV   \n",
+       "318889  2013      9   11    1637.0      102.0    1902.0      167.0      EV   \n",
+       "318947  2013      9   11    1731.0       66.0    1952.0       68.0      EV   \n",
+       "318996  2013      9   11    1834.0       79.0    2144.0      124.0      9E   \n",
+       "318997  2013      9   11    1835.0      105.0    2238.0      164.0      UA   \n",
+       "318998  2013      9   11    1843.0       73.0    2131.0      101.0      F9   \n",
+       "319005  2013      9   11    1850.0      121.0    2112.0      129.0      EV   \n",
+       "319019  2013      9   11    1907.0       62.0    2244.0      131.0      UA   \n",
+       "319022  2013      9   11    1910.0       90.0    2321.0      166.0      AA   \n",
+       "319038  2013      9   11    1928.0      230.0    2154.0      296.0      EV   \n",
+       "319042  2013      9   11    1934.0       81.0    2230.0       62.0      UA   \n",
+       "319050  2013      9   11    1946.0       76.0    2322.0      112.0      9E   \n",
+       "319056  2013      9   11    2001.0       92.0    2208.0      119.0      UA   \n",
+       "319060  2013      9   11    2010.0       71.0    2243.0       50.0      UA   \n",
+       "319062  2013      9   11    2013.0      123.0    2147.0      122.0      WN   \n",
+       "319064  2013      9   11    2017.0      117.0    2334.0      173.0      9E   \n",
+       "319066  2013      9   11    2017.0       72.0    2154.0       89.0      WN   \n",
+       "319072  2013      9   11    2024.0       79.0    2336.0      122.0      9E   \n",
+       "319074  2013      9   11    2024.0      103.0    2236.0      146.0      B6   \n",
+       "319081  2013      9   11    2039.0       64.0    2311.0       72.0      9E   \n",
+       "319085  2013      9   11    2046.0       76.0    2257.0       56.0      DL   \n",
+       "319089  2013      9   11    2051.0       66.0    2212.0       26.0      EV   \n",
+       "319094  2013      9   11    2101.0      161.0    2224.0      144.0      EV   \n",
+       "319096  2013      9   11    2101.0       76.0    2228.0       82.0      9E   \n",
+       "319097  2013      9   11    2102.0       92.0    2331.0      126.0      9E   \n",
+       "319102  2013      9   11    2106.0      131.0    2240.0      125.0      AA   \n",
+       "319103  2013      9   11    2107.0       82.0    2259.0       63.0      EV   \n",
+       "319107  2013      9   11    2117.0       81.0    2318.0       75.0      EV   \n",
+       "319109  2013      9   11    2118.0      139.0    2339.0      133.0      FL   \n",
+       "319111  2013      9   11    2124.0      204.0      21.0      197.0      B6   \n",
+       "319113  2013      9   11    2126.0       71.0    2329.0       94.0      MQ   \n",
+       "319116  2013      9   11    2134.0      114.0    2256.0       96.0      AA   \n",
+       "319119  2013      9   11    2139.0      109.0       9.0      114.0      MQ   \n",
+       "319121  2013      9   11    2140.0       75.0     103.0       95.0      UA   \n",
+       "319123  2013      9   11    2145.0      162.0    2339.0      150.0      EV   \n",
+       "319124  2013      9   11    2145.0       75.0    2312.0       77.0      WN   \n",
+       "319128  2013      9   11    2159.0      149.0    2310.0      120.0      UA   \n",
+       "319129  2013      9   11    2201.0       62.0    2307.0       35.0      EV   \n",
+       "319130  2013      9   11    2203.0      188.0      30.0      150.0      VX   \n",
+       "319131  2013      9   11    2207.0       97.0    2314.0       84.0      WN   \n",
+       "319132  2013      9   11    2209.0      114.0    2331.0      107.0      9E   \n",
+       "319133  2013      9   11    2209.0      219.0       1.0      176.0      WN   \n",
+       "319135  2013      9   11    2221.0      231.0    2322.0      212.0      MQ   \n",
+       "319136  2013      9   11    2228.0      148.0     102.0      122.0      VX   \n",
+       "319137  2013      9   11    2231.0       66.0      30.0       52.0      EV   \n",
+       "319138  2013      9   11    2233.0      203.0     114.0      179.0      AA   \n",
+       "319139  2013      9   11    2234.0       65.0    2345.0       66.0      EV   \n",
+       "319141  2013      9   11    2240.0      100.0    2343.0       92.0      US   \n",
+       "319143  2013      9   11    2244.0       64.0     123.0       43.0      AA   \n",
+       "319144  2013      9   11    2244.0       67.0     203.0       96.0      B6   \n",
+       "319146  2013      9   11    2257.0      127.0     150.0      103.0      UA   \n",
+       "319147  2013      9   11    2259.0      179.0      44.0      162.0      EV   \n",
+       "319151  2013      9   11    2323.0      143.0     155.0      101.0      DL   \n",
+       "319153  2013      9   11    2334.0      129.0      37.0      110.0      EV   \n",
+       "319154  2013      9   11    2334.0      304.0     132.0      303.0      DL   \n",
+       "319155  2013      9   11    2336.0      311.0     120.0      283.0      DL   \n",
+       "319156  2013      9   11    2349.0      104.0     102.0       91.0      EV   \n",
+       "319157  2013      9   11    2351.0      111.0      52.0      100.0      9E   \n",
+       "319184  2013      9   12       2.0      179.0     114.0      168.0      EV   \n",
+       "319185  2013      9   12       4.0       79.0     112.0       81.0      B6   \n",
+       "319186  2013      9   12       5.0      185.0     214.0      172.0      DL   \n",
+       "319187  2013      9   12       6.0      271.0     231.0      239.0      DL   \n",
+       "319188  2013      9   12       8.0      218.0     128.0      205.0      FL   \n",
+       "319189  2013      9   12      12.0      602.0     207.0      572.0      FL   \n",
+       "319190  2013      9   12      16.0      196.0     114.0      183.0      US   \n",
+       "319191  2013      9   12      26.0      266.0     313.0      253.0      VX   \n",
+       "319192  2013      9   12      33.0      593.0     213.0      571.0      DL   \n",
+       "319194  2013      9   12      39.0      214.0     304.0      167.0      DL   \n",
+       "319195  2013      9   12      48.0      306.0     329.0      279.0      B6   \n",
+       "319196  2013      9   12      50.0      115.0     155.0      117.0      B6   \n",
+       "319197  2013      9   12      53.0      128.0     150.0      114.0      B6   \n",
+       "319198  2013      9   12     105.0      245.0     416.0      272.0      B6   \n",
+       "319199  2013      9   12     106.0      209.0     355.0      208.0      B6   \n",
+       "319200  2013      9   12     107.0      239.0     257.0      209.0      B6   \n",
+       "319201  2013      9   12     107.0      277.0     213.0      258.0      WN   \n",
+       "319202  2013      9   12     120.0      240.0     327.0      213.0      B6   \n",
+       "319203  2013      9   12     150.0      184.0     250.0      169.0      B6   \n",
+       "319403  2013      9   12     826.0       81.0    1049.0       54.0      AA   \n",
+       "319482  2013      9   12     940.0       92.0    1050.0       81.0      B6   \n",
+       "319486  2013      9   12     944.0      105.0    1240.0      111.0      AA   \n",
+       "319504  2013      9   12    1007.0       89.0    1133.0       72.0      EV   \n",
+       "319511  2013      9   12    1014.0      119.0    1211.0      109.0      9E   \n",
+       "319530  2013      9   12    1029.0      120.0    1231.0      150.0      9E   \n",
+       "319532  2013      9   12    1034.0       64.0    1302.0       83.0      EV   \n",
+       "319538  2013      9   12    1047.0       92.0    1304.0       75.0      EV   \n",
+       "319586  2013      9   12    1152.0      102.0    1325.0      110.0      MQ   \n",
+       "319651  2013      9   12    1312.0      117.0    1717.0      169.0      9E   \n",
+       "319654  2013      9   12    1317.0      172.0    1439.0      179.0      MQ   \n",
+       "319668  2013      9   12    1346.0      102.0    1556.0       93.0      UA   \n",
+       "319669  2013      9   12    1350.0       80.0    1533.0       71.0      EV   \n",
+       "319671  2013      9   12    1352.0      217.0       NaN        NaN      EV   \n",
+       "319679  2013      9   12    1410.0       65.0       NaN        NaN      EV   \n",
+       "319683  2013      9   12    1416.0       71.0    1700.0      103.0      EV   \n",
+       "319700  2013      9   12    1455.0       86.0    1737.0       72.0      UA   \n",
+       "319701  2013      9   12    1458.0      118.0    1620.0      116.0      EV   \n",
+       "319717  2013      9   12    1518.0       93.0    1727.0      127.0      MQ   \n",
+       "319719  2013      9   12    1520.0      140.0    1850.0      265.0      WN   \n",
+       "319723  2013      9   12    1524.0       64.0       NaN        NaN      EV   \n",
+       "319724  2013      9   12    1525.0      129.0       NaN        NaN      EV   \n",
+       "319731  2013      9   12    1533.0      108.0    1916.0      146.0      AA   \n",
+       "319745  2013      9   12    1548.0       63.0    2011.0      141.0      B6   \n",
+       "319746  2013      9   12    1549.0      169.0    1811.0      170.0      EV   \n",
+       "319747  2013      9   12    1549.0      159.0    1748.0      199.0      EV   \n",
+       "319748  2013      9   12    1550.0       64.0       NaN        NaN      EV   \n",
+       "319749  2013      9   12    1551.0       66.0    1922.0       84.0      UA   \n",
+       "319752  2013      9   12    1556.0       76.0    2038.0      176.0      DL   \n",
+       "319771  2013      9   12    1636.0      101.0    2044.0      169.0      DL   \n",
+       "319773  2013      9   12    1640.0      190.0    2039.0      267.0      B6   \n",
+       "319777  2013      9   12    1652.0      180.0    1822.0      209.0      EV   \n",
+       "319778  2013      9   12    1653.0       68.0    1955.0      110.0      DL   \n",
+       "319779  2013      9   12    1655.0       70.0    1914.0       56.0      DL   \n",
+       "319783  2013      9   12    1700.0      121.0    2120.0      186.0      AA   \n",
+       "319785  2013      9   12    1702.0      122.0    1952.0      175.0      US   \n",
+       "319786  2013      9   12    1706.0      111.0       NaN        NaN      AA   \n",
+       "319787  2013      9   12    1706.0      131.0    1909.0      111.0      B6   \n",
+       "319790  2013      9   12    1719.0       64.0    2018.0       63.0      AA   \n",
+       "319792  2013      9   12    1720.0       95.0    1950.0      147.0      EV   \n",
+       "319793  2013      9   12    1722.0       68.0    1833.0       59.0      UA   \n",
+       "319797  2013      9   12    1728.0       88.0       NaN        NaN      US   \n",
+       "319798  2013      9   12    1730.0       75.0    2059.0      134.0      MQ   \n",
+       "319800  2013      9   12    1739.0      159.0    1933.0      202.0      US   \n",
+       "319802  2013      9   12    1742.0      222.0    1857.0      231.0      B6   \n",
+       "319804  2013      9   12    1749.0      139.0    2040.0      166.0      EV   \n",
+       "319805  2013      9   12    1751.0      176.0    1936.0      186.0      9E   \n",
+       "319806  2013      9   12    1751.0       81.0     123.0        NaN      VX   \n",
+       "319808  2013      9   12    1802.0      193.0    2311.0      321.0      UA   \n",
+       "319809  2013      9   12    1805.0      177.0       NaN        NaN      EV   \n",
+       "319812  2013      9   12    1812.0       72.0    2108.0       91.0      DL   \n",
+       "319813  2013      9   12    1815.0      232.0       NaN        NaN      UA   \n",
+       "319816  2013      9   12    1819.0       84.0    2117.0       72.0      VX   \n",
+       "319818  2013      9   12    1822.0       82.0    2148.0      108.0      AA   \n",
+       "319821  2013      9   12    1825.0       85.0    2236.0      129.0      UA   \n",
+       "319827  2013      9   12    1832.0      127.0    2133.0       98.0      DL   \n",
+       "319829  2013      9   12    1841.0      291.0    2135.0      364.0      EV   \n",
+       "319831  2013      9   12    1844.0       99.0    2219.0      192.0      US   \n",
+       "319834  2013      9   12    1854.0       65.0    2353.0      181.0      UA   \n",
+       "319835  2013      9   12    1856.0      193.0    2227.0      282.0      US   \n",
+       "319837  2013      9   12    1901.0      146.0    2158.0      127.0      B6   \n",
+       "319838  2013      9   12    1904.0      104.0    2351.0      201.0      AA   \n",
+       "319840  2013      9   12    1904.0       94.0    2357.0      177.0      DL   \n",
+       "319841  2013      9   12    1905.0      134.0    2307.0      190.0      B6   \n",
+       "319845  2013      9   12    1912.0      142.0    2147.0      167.0      US   \n",
+       "319847  2013      9   12    1914.0      149.0      52.0        NaN      B6   \n",
+       "319850  2013      9   12    1923.0      328.0    2135.0      333.0      US   \n",
+       "319851  2013      9   12    1930.0      125.0    2233.0      133.0      DL   \n",
+       "319852  2013      9   12    1933.0       63.0    2247.0       70.0      DL   \n",
+       "319854  2013      9   12    1940.0       80.0    2242.0      121.0      9E   \n",
+       "319856  2013      9   12    1955.0      330.0    2236.0      335.0      UA   \n",
+       "319857  2013      9   12    1958.0      298.0    2134.0      303.0      UA   \n",
+       "319858  2013      9   12    2000.0      150.0    2210.0      140.0      EV   \n",
+       "319859  2013      9   12    2002.0      312.0    2304.0      320.0      UA   \n",
+       "319860  2013      9   12    2003.0      274.0    2305.0      269.0      UA   \n",
+       "319861  2013      9   12    2005.0       70.0    2253.0       82.0      DL   \n",
+       "319862  2013      9   12    2009.0      382.0    2317.0      406.0      UA   \n",
+       "319863  2013      9   12    2011.0       61.0    2329.0       86.0      DL   \n",
+       "319864  2013      9   12    2013.0      178.0    2303.0      168.0      AA   \n",
+       "319865  2013      9   12    2013.0      118.0    2218.0      141.0      UA   \n",
+       "319866  2013      9   12    2014.0      198.0    2332.0      211.0      UA   \n",
+       "319867  2013      9   12    2016.0      106.0    2226.0       81.0      WN   \n",
+       "319868  2013      9   12    2016.0      204.0    2158.0      215.0      UA   \n",
+       "319869  2013      9   12    2017.0      108.0    2217.0      106.0      US   \n",
+       "319870  2013      9   12    2019.0       79.0    2256.0       84.0      DL   \n",
+       "319871  2013      9   12    2019.0      174.0    2359.0      223.0      UA   \n",
+       "319872  2013      9   12    2022.0       82.0      47.0      135.0      DL   \n",
+       "319873  2013      9   12    2024.0      259.0    2236.0      270.0      EV   \n",
+       "319874  2013      9   12    2028.0      283.0       8.0      313.0      DL   \n",
+       "319875  2013      9   12    2028.0      183.0      12.0      215.0      UA   \n",
+       "319876  2013      9   12    2028.0      179.0    2242.0      175.0      UA   \n",
+       "319877  2013      9   12    2030.0       85.0    2340.0      123.0      DL   \n",
+       "319878  2013      9   12    2030.0      181.0    2352.0      182.0      VX   \n",
+       "319879  2013      9   12    2032.0      177.0    2355.0      206.0      UA   \n",
+       "319881  2013      9   12    2035.0      130.0    2327.0      110.0      DL   \n",
+       "319882  2013      9   12    2037.0      337.0    2355.0      336.0      DL   \n",
+       "319883  2013      9   12    2040.0      220.0    2325.0      244.0      DL   \n",
+       "319884  2013      9   12    2041.0       71.0    2346.0       56.0      AA   \n",
+       "319885  2013      9   12    2041.0       71.0    2341.0       63.0      DL   \n",
+       "319886  2013      9   12    2042.0      282.0    2316.0      281.0      DL   \n",
+       "319887  2013      9   12    2045.0      266.0     113.0      330.0      UA   \n",
+       "319888  2013      9   12    2046.0      271.0    2300.0      277.0      DL   \n",
+       "319889  2013      9   12    2047.0       82.0       3.0       75.0      DL   \n",
+       "319890  2013      9   12    2047.0      179.0      26.0      204.0      UA   \n",
+       "319891  2013      9   12    2049.0      292.0    2239.0      312.0      UA   \n",
+       "319892  2013      9   12    2050.0      171.0    2318.0      167.0      DL   \n",
+       "319893  2013      9   12    2053.0      178.0    2317.0      182.0      MQ   \n",
+       "319894  2013      9   12    2057.0       87.0    2343.0       72.0      DL   \n",
+       "319895  2013      9   12    2100.0      130.0    2251.0      146.0      MQ   \n",
+       "319896  2013      9   12    2101.0      256.0    2354.0      281.0      EV   \n",
+       "319897  2013      9   12    2104.0       64.0      29.0       72.0      UA   \n",
+       "319898  2013      9   12    2105.0      126.0    2351.0      144.0      DL   \n",
+       "319899  2013      9   12    2107.0      192.0    2245.0      193.0      EV   \n",
+       "319900  2013      9   12    2107.0      272.0    2222.0      262.0      WN   \n",
+       "319901  2013      9   12    2109.0      119.0       9.0      114.0      AA   \n",
+       "319902  2013      9   12    2109.0      219.0       1.0      224.0      B6   \n",
+       "319903  2013      9   12    2111.0      291.0    2305.0      277.0      9E   \n",
+       "319904  2013      9   12    2111.0      216.0    2316.0      210.0      YV   \n",
+       "319905  2013      9   12    2111.0      364.0    2332.0      363.0      UA   \n",
+       "319907  2013      9   12    2116.0      141.0      13.0      133.0      VX   \n",
+       "319908  2013      9   12    2117.0      337.0    2214.0      324.0      US   \n",
+       "319909  2013      9   12    2120.0      170.0      20.0      178.0      B6   \n",
+       "319910  2013      9   12    2121.0      226.0      36.0      221.0      AA   \n",
+       "319911  2013      9   12    2122.0       95.0      35.0      105.0      B6   \n",
+       "319912  2013      9   12    2125.0      160.0       NaN        NaN      9E   \n",
+       "319913  2013      9   12    2125.0      386.0    2258.0      396.0      B6   \n",
+       "319914  2013      9   12    2125.0      356.0    2357.0      370.0      UA   \n",
+       "319915  2013      9   12    2126.0      334.0    2257.0      321.0      EV   \n",
+       "319916  2013      9   12    2126.0      206.0      18.0      195.0      B6   \n",
+       "319917  2013      9   12    2126.0       71.0    2237.0       53.0      B6   \n",
+       "319918  2013      9   12    2126.0      236.0    2317.0      247.0      WN   \n",
+       "319919  2013      9   12    2126.0      175.0      22.0      157.0      UA   \n",
+       "319920  2013      9   12    2126.0      356.0    2305.0      344.0      UA   \n",
+       "319921  2013      9   12    2130.0      210.0      53.0      240.0      UA   \n",
+       "319922  2013      9   12    2133.0       76.0    2339.0      100.0      UA   \n",
+       "319923  2013      9   12    2137.0      277.0      11.0      259.0      DL   \n",
+       "319924  2013      9   12    2139.0      204.0    2304.0      197.0      9E   \n",
+       "319925  2013      9   12    2141.0      221.0      48.0      224.0      B6   \n",
+       "319926  2013      9   12    2141.0       79.0    2352.0       66.0      B6   \n",
+       "319928  2013      9   12    2142.0      334.0    2309.0      317.0      B6   \n",
+       "319929  2013      9   12    2143.0      129.0    2323.0      149.0      UA   \n",
+       "319930  2013      9   12    2145.0      215.0    2303.0      198.0      WN   \n",
+       "319931  2013      9   12    2145.0      135.0     111.0      147.0      UA   \n",
+       "319932  2013      9   12    2147.0      106.0      25.0       97.0      B6   \n",
+       "319933  2013      9   12    2148.0      198.0      48.0      188.0      B6   \n",
+       "319934  2013      9   12    2152.0      232.0    2320.0      240.0      WN   \n",
+       "319935  2013      9   12    2153.0       88.0     100.0       70.0      B6   \n",
+       "319936  2013      9   12    2154.0      184.0     106.0      166.0      VX   \n",
+       "319937  2013      9   12    2154.0      286.0       2.0      272.0      UA   \n",
+       "319938  2013      9   12    2157.0      397.0      23.0      373.0      UA   \n",
+       "319939  2013      9   12    2159.0      359.0    2400.0      342.0      9E   \n",
+       "319940  2013      9   12    2159.0       69.0     128.0       81.0      UA   \n",
+       "319941  2013      9   12    2203.0      283.0    2340.0      300.0      UA   \n",
+       "319942  2013      9   12    2204.0       69.0      28.0       29.0      B6   \n",
+       "319943  2013      9   12    2205.0       65.0      52.0       38.0      DL   \n",
+       "319944  2013      9   12    2214.0      280.0      10.0      250.0      FL   \n",
+       "319945  2013      9   12    2214.0      154.0     109.0      137.0      B6   \n",
+       "319947  2013      9   12    2224.0      139.0      49.0      114.0      UA   \n",
+       "319948  2013      9   12    2226.0       79.0     207.0       59.0      UA   \n",
+       "319949  2013      9   12    2227.0      172.0     139.0      190.0      B6   \n",
+       "319950  2013      9   12    2241.0      132.0     110.0       99.0      UA   \n",
+       "319951  2013      9   12    2247.0      142.0     156.0      148.0      UA   \n",
+       "319952  2013      9   12    2248.0       68.0      13.0       78.0      MQ   \n",
+       "319953  2013      9   12    2251.0      369.0      37.0      360.0      DL   \n",
+       "319954  2013      9   12    2251.0      261.0      34.0      246.0      DL   \n",
+       "319955  2013      9   12    2252.0      233.0      51.0      205.0      FL   \n",
+       "319956  2013      9   12    2254.0      354.0     124.0      329.0      WN   \n",
+       "319957  2013      9   12    2258.0      293.0     107.0      274.0      UA   \n",
+       "319958  2013      9   12    2259.0      125.0     202.0      124.0      B6   \n",
+       "319959  2013      9   12    2302.0       92.0     136.0       97.0      B6   \n",
+       "319960  2013      9   12    2303.0      134.0      38.0      126.0      EV   \n",
+       "319961  2013      9   12    2306.0      181.0     157.0      168.0      UA   \n",
+       "319962  2013      9   12    2309.0      159.0      21.0      151.0      WN   \n",
+       "319963  2013      9   12    2316.0      142.0     230.0      151.0      B6   \n",
+       "319964  2013      9   12    2317.0      175.0      51.0      176.0      B6   \n",
+       "319965  2013      9   12    2317.0      127.0      47.0      145.0      UA   \n",
+       "319966  2013      9   12    2318.0      371.0     113.0      360.0      B6   \n",
+       "319967  2013      9   12    2319.0      170.0      43.0      147.0      EV   \n",
+       "319968  2013      9   12    2320.0      155.0      31.0      158.0      B6   \n",
+       "319969  2013      9   12    2320.0      225.0     141.0      179.0      UA   \n",
+       "319970  2013      9   12    2325.0      260.0     115.0      255.0      9E   \n",
+       "319971  2013      9   12    2326.0      356.0     106.0      350.0      B6   \n",
+       "319972  2013      9   12    2327.0      107.0     219.0       99.0      AA   \n",
+       "319973  2013      9   12    2328.0      238.0     128.0      207.0      DL   \n",
+       "319974  2013      9   12    2328.0      263.0      27.0      242.0      WN   \n",
+       "319975  2013      9   12    2329.0      239.0     204.0      210.0      UA   \n",
+       "319976  2013      9   12    2338.0      113.0     337.0      117.0      B6   \n",
+       "319977  2013      9   12    2339.0       99.0     221.0       93.0      B6   \n",
+       "319979  2013      9   12    2344.0      179.0     100.0      172.0      DL   \n",
+       "319980  2013      9   12    2346.0      352.0     116.0      321.0      DL   \n",
+       "319981  2013      9   12    2353.0      285.0     242.0      262.0      UA   \n",
+       "319982  2013      9   12    2357.0      222.0     108.0      223.0      B6   \n",
+       "319983  2013      9   12    2400.0      240.0     203.0      213.0      DL   \n",
+       "320176  2013      9   13       3.0      123.0     110.0      118.0      9E   \n",
+       "320197  2013      9   13     601.0       61.0     732.0       44.0      US   \n",
+       "320285  2013      9   13     744.0       65.0    1000.0       70.0      EV   \n",
+       "320298  2013      9   13     753.0       83.0    1010.0       95.0      EV   \n",
+       "320321  2013      9   13     803.0       63.0     924.0       51.0      UA   \n",
+       "320350  2013      9   13     823.0       63.0     943.0       58.0      WN   \n",
+       "320393  2013      9   13     900.0      150.0    1022.0      160.0      UA   \n",
+       "320395  2013      9   13     901.0      161.0    1057.0      159.0      EV   \n",
+       "320397  2013      9   13     905.0       65.0    1114.0       54.0      F9   \n",
+       "320404  2013      9   13     909.0       64.0    1032.0       80.0      EV   \n",
+       "320409  2013      9   13     915.0       75.0    1209.0       58.0      DL   \n",
+       "320421  2013      9   13     924.0      144.0    1104.0      149.0      WN   \n",
+       "320448  2013      9   13     956.0       86.0    1247.0       70.0      UA   \n",
+       "320456  2013      9   13    1003.0       69.0    1303.0       50.0      B6   \n",
+       "320457  2013      9   13    1005.0      185.0    1254.0      171.0      B6   \n",
+       "320460  2013      9   13    1009.0      130.0    1211.0      112.0      9E   \n",
+       "320469  2013      9   13    1017.0       77.0    1342.0       94.0      B6   \n",
+       "320478  2013      9   13    1026.0       86.0    1303.0       66.0      B6   \n",
+       "320490  2013      9   13    1043.0       68.0    1329.0       59.0      B6   \n",
+       "320492  2013      9   13    1047.0      152.0    1209.0      141.0      9E   \n",
+       "320507  2013      9   13    1105.0      160.0    1254.0      145.0      US   \n",
+       "320511  2013      9   13    1109.0      160.0    1351.0      149.0      B6   \n",
+       "320522  2013      9   13    1126.0       66.0    1408.0       58.0      B6   \n",
+       "320531  2013      9   13    1138.0       69.0    1329.0       40.0      US   \n",
+       "320536  2013      9   13    1146.0       80.0    1241.0       71.0      B6   \n",
+       "320540  2013      9   13    1150.0       80.0    1452.0       81.0      UA   \n",
+       "320556  2013      9   13    1204.0      245.0    1333.0      236.0      B6   \n",
+       "320576  2013      9   13    1232.0      137.0    1416.0      134.0      EV   \n",
+       "320579  2013      9   13    1236.0       71.0    1419.0       79.0      WN   \n",
+       "320591  2013      9   13    1252.0       97.0    1627.0      119.0      9E   \n",
+       "320613  2013      9   13    1310.0       71.0    1551.0       58.0      B6   \n",
+       "320614  2013      9   13    1310.0       65.0    1514.0       64.0      WN   \n",
+       "320620  2013      9   13    1319.0      140.0    1558.0      184.0      MQ   \n",
+       "320630  2013      9   13    1331.0      101.0    1555.0      100.0      WN   \n",
+       "320662  2013      9   13    1412.0      222.0    1703.0      208.0      AA   \n",
+       "320664  2013      9   13    1413.0      133.0    1639.0      113.0      UA   \n",
+       "320665  2013      9   13    1415.0       70.0    1702.0       52.0      UA   \n",
+       "320678  2013      9   13    1429.0       89.0    1638.0       77.0      EV   \n",
+       "320723  2013      9   13    1500.0       95.0    1806.0      111.0      UA   \n",
+       "320733  2013      9   13    1508.0      113.0    1727.0      131.0      EV   \n",
+       "320734  2013      9   13    1509.0       70.0    1738.0       93.0      B6   \n",
+       "320756  2013      9   13    1533.0      137.0    1717.0      123.0      EV   \n",
+       "320778  2013      9   13    1553.0      168.0    1821.0      223.0      EV   \n",
+       "320780  2013      9   13    1553.0      118.0    1729.0      129.0      WN   \n",
+       "320784  2013      9   13    1556.0      117.0    1754.0      163.0      B6   \n",
+       "320792  2013      9   13    1559.0       64.0    1820.0      100.0      MQ   \n",
+       "320794  2013      9   13    1604.0      139.0    1816.0      176.0      MQ   \n",
+       "320825  2013      9   13    1638.0       98.0    1903.0      105.0      EV   \n",
+       "320838  2013      9   13    1656.0       71.0    1838.0       75.0      EV   \n",
+       "320839  2013      9   13    1657.0      192.0    2023.0      203.0      AA   \n",
+       "320846  2013      9   13    1700.0       61.0    1928.0       35.0      UA   \n",
+       "320849  2013      9   13    1702.0       92.0    1925.0       91.0      EV   \n",
+       "320850  2013      9   13    1702.0       67.0    1923.0       78.0      MQ   \n",
+       "320856  2013      9   13    1707.0       77.0    1951.0       93.0      9E   \n",
+       "320864  2013      9   13    1715.0       90.0    1841.0       68.0      9E   \n",
+       "320876  2013      9   13    1722.0       77.0    1924.0       58.0      9E   \n",
+       "320878  2013      9   13    1723.0       83.0    1904.0      109.0      US   \n",
+       "320906  2013      9   13    1756.0      111.0    1949.0      103.0      EV   \n",
+       "320912  2013      9   13    1758.0       66.0    1924.0       61.0      UA   \n",
+       "320923  2013      9   13    1809.0       69.0    2101.0       67.0      UA   \n",
+       "320933  2013      9   13    1817.0       77.0    2103.0       68.0      WN   \n",
+       "320941  2013      9   13    1821.0       71.0    2020.0       79.0      EV   \n",
+       "320947  2013      9   13    1824.0       74.0    1948.0       73.0      MQ   \n",
+       "320965  2013      9   13    1842.0       68.0    2115.0       75.0      FL   \n",
+       "320973  2013      9   13    1848.0      173.0    2047.0      172.0      MQ   \n",
+       "320985  2013      9   13    1859.0       64.0    2102.0       34.0      DL   \n",
+       "320994  2013      9   13    1911.0      116.0    2101.0       81.0      9E   \n",
+       "321010  2013      9   13    1927.0      182.0    2248.0      173.0      DL   \n",
+       "321014  2013      9   13    1929.0      114.0    2142.0      118.0      EV   \n",
+       "321040  2013      9   13    1958.0       98.0    2247.0       83.0      B6   \n",
+       "321043  2013      9   13    2003.0       63.0    2226.0       72.0      9E   \n",
+       "321045  2013      9   13    2003.0      123.0    2119.0      119.0      WN   \n",
+       "321053  2013      9   13    2010.0      110.0    2138.0       98.0      EV   \n",
+       "321062  2013      9   13    2021.0       76.0    2130.0       65.0      WN   \n",
+       "321064  2013      9   13    2023.0       75.0    2328.0       68.0      UA   \n",
+       "321067  2013      9   13    2027.0       87.0    2313.0       82.0      B6   \n",
+       "321068  2013      9   13    2028.0       88.0    2230.0       86.0      9E   \n",
+       "321077  2013      9   13    2039.0      189.0    2246.0      176.0      EV   \n",
+       "321079  2013      9   13    2041.0       64.0    2209.0       73.0      EV   \n",
+       "321082  2013      9   13    2048.0      158.0    2239.0      164.0      MQ   \n",
+       "321088  2013      9   13    2056.0       76.0    2259.0       94.0      MQ   \n",
+       "321098  2013      9   13    2107.0       66.0    2347.0       59.0      B6   \n",
+       "321109  2013      9   13    2130.0       61.0    2301.0       45.0      EV   \n",
+       "321111  2013      9   13    2131.0      116.0      22.0      113.0      B6   \n",
+       "321113  2013      9   13    2136.0       66.0    2241.0       46.0      WN   \n",
+       "321114  2013      9   13    2137.0       97.0    2235.0       81.0      US   \n",
+       "321115  2013      9   13    2138.0       68.0    2304.0       61.0      FL   \n",
+       "321118  2013      9   13    2146.0      106.0    2253.0      101.0      EV   \n",
+       "321124  2013      9   13    2152.0      112.0    2256.0       84.0      UA   \n",
+       "321126  2013      9   13    2156.0       66.0      47.0       40.0      UA   \n",
+       "321128  2013      9   13    2203.0       88.0    2309.0       58.0      9E   \n",
+       "321130  2013      9   13    2209.0       69.0    2331.0       56.0      MQ   \n",
+       "321132  2013      9   13    2212.0       72.0     106.0       82.0      B6   \n",
+       "321135  2013      9   13    2216.0      191.0    2326.0      173.0      EV   \n",
+       "321136  2013      9   13    2221.0       82.0    2310.0       59.0      UA   \n",
+       "321137  2013      9   13    2237.0       87.0      22.0       87.0      MQ   \n",
+       "321139  2013      9   13    2243.0      218.0      32.0      178.0      9E   \n",
+       "321142  2013      9   13    2252.0      112.0      29.0      104.0      MQ   \n",
+       "321145  2013      9   13    2303.0       86.0     158.0       91.0      B6   \n",
+       "321146  2013      9   13    2307.0      174.0     101.0      161.0      EV   \n",
+       "321147  2013      9   13    2314.0      134.0       6.0      115.0      US   \n",
+       "321148  2013      9   13    2322.0      102.0      15.0       85.0      MQ   \n",
+       "321376  2013      9   14     929.0      164.0    1218.0      161.0      B6   \n",
+       "321382  2013      9   14     939.0       84.0    1119.0       58.0      9E   \n",
+       "321440  2013      9   14    1107.0       82.0    1255.0       69.0      EV   \n",
+       "321493  2013      9   14    1236.0      126.0    1508.0      114.0      B6   \n",
+       "321499  2013      9   14    1247.0       87.0    1400.0       90.0      B6   \n",
+       "321515  2013      9   14    1302.0       87.0    1356.0       56.0      MQ   \n",
+       "321531  2013      9   14    1332.0      149.0    1445.0      120.0      EV   \n",
+       "321554  2013      9   14    1402.0       62.0    1512.0       37.0      WN   \n",
+       "321558  2013      9   14    1409.0       82.0    1654.0       79.0      B6   \n",
+       "321563  2013      9   14    1416.0       61.0    1546.0       41.0      US   \n",
+       "321636  2013      9   14    1538.0       83.0    1707.0       92.0      EV   \n",
+       "321640  2013      9   14    1542.0       73.0    1651.0       60.0      EV   \n",
+       "321714  2013      9   14    1709.0      129.0    2006.0      118.0      DL   \n",
+       "321738  2013      9   14    1732.0       62.0    2030.0       36.0      UA   \n",
+       "321744  2013      9   14    1747.0       92.0    2008.0       53.0      AA   \n",
+       "321757  2013      9   14    1804.0       94.0    2043.0       63.0      AA   \n",
+       "321779  2013      9   14    1843.0      133.0    2148.0      108.0      VX   \n",
+       "321781  2013      9   14    1849.0      124.0    2226.0      131.0      B6   \n",
+       "321829  2013      9   14    2025.0      130.0    2256.0       94.0      DL   \n",
+       "321850  2013      9   14    2201.0      139.0      46.0      116.0      B6   \n",
+       "321965  2013      9   15     758.0       83.0     930.0       57.0      US   \n",
+       "322050  2013      9   15     917.0       72.0    1210.0       39.0      9E   \n",
+       "322107  2013      9   15    1047.0       85.0    1246.0       70.0      EV   \n",
+       "322116  2013      9   15    1055.0       70.0    1415.0       67.0      UA   \n",
+       "322130  2013      9   15    1110.0       70.0    1406.0       56.0      UA   \n",
+       "322140  2013      9   15    1123.0      163.0    1250.0      148.0      9E   \n",
+       "322149  2013      9   15    1146.0       76.0    1510.0       95.0      AA   \n",
+       "322164  2013      9   15    1157.0       97.0    1438.0       89.0      B6   \n",
+       "322179  2013      9   15    1209.0       99.0    1512.0       92.0      VX   \n",
+       "322184  2013      9   15    1216.0      106.0    1527.0       97.0      VX   \n",
+       "322281  2013      9   15    1405.0       65.0    1658.0       58.0      VX   \n",
+       "322292  2013      9   15    1430.0      106.0    1705.0       86.0      B6   \n",
+       "322341  2013      9   15    1503.0       94.0    1631.0      107.0      MQ   \n",
+       "322387  2013      9   15    1547.0      117.0    1715.0      104.0      EV   \n",
+       "322413  2013      9   15    1610.0       80.0    1708.0       58.0      EV   \n",
+       "322437  2013      9   15    1635.0       95.0    1910.0       72.0      B6   \n",
+       "322449  2013      9   15    1647.0       92.0    1925.0       75.0      AA   \n",
+       "322466  2013      9   15    1658.0       66.0    1833.0       57.0      EV   \n",
+       "322479  2013      9   15    1708.0      168.0    1926.0      157.0      UA   \n",
+       "322515  2013      9   15    1734.0       74.0    2043.0       68.0      AA   \n",
+       "322518  2013      9   15    1738.0       68.0    2037.0       57.0      AA   \n",
+       "322523  2013      9   15    1747.0       87.0    2040.0       60.0      AA   \n",
+       "322539  2013      9   15    1759.0      119.0    2046.0      119.0      B6   \n",
+       "322570  2013      9   15    1825.0       93.0    2126.0      100.0      UA   \n",
+       "322640  2013      9   15    1933.0       63.0    2129.0       48.0      EV   \n",
+       "322724  2013      9   15    2128.0      114.0    2349.0       71.0      UA   \n",
+       "322736  2013      9   15    2153.0       84.0    2347.0       82.0      EV   \n",
+       "322742  2013      9   15    2237.0       75.0      52.0       59.0      EV   \n",
+       "322745  2013      9   15    2244.0       75.0    2355.0       76.0      EV   \n",
+       "322880  2013      9   16     731.0       61.0     911.0       58.0      EV   \n",
+       "322969  2013      9   16     833.0      135.0    1108.0      135.0      UA   \n",
+       "323027  2013      9   16     920.0       95.0    1146.0       82.0      9E   \n",
+       "323079  2013      9   16    1021.0       98.0    1240.0       86.0      EV   \n",
+       "323288  2013      9   16    1441.0       71.0    1707.0       55.0      B6   \n",
+       "323335  2013      9   16    1504.0       64.0    1618.0       66.0      US   \n",
+       "323373  2013      9   16    1535.0       70.0    1820.0       90.0      MQ   \n",
+       "323407  2013      9   16    1607.0       97.0    1743.0       77.0      EV   \n",
+       "323421  2013      9   16    1618.0      100.0    1738.0      108.0      EV   \n",
+       "323443  2013      9   16    1640.0      110.0    1923.0       99.0      UA   \n",
+       "323513  2013      9   16    1742.0       73.0    2043.0       70.0      B6   \n",
+       "323515  2013      9   16    1744.0      274.0    1944.0      276.0      EV   \n",
+       "323556  2013      9   16    1821.0       71.0    1923.0       48.0      MQ   \n",
+       "323640  2013      9   16    1938.0       78.0    2142.0       60.0      9E   \n",
+       "323656  2013      9   16    1955.0       65.0    2304.0       44.0      VX   \n",
+       "323692  2013      9   16    2050.0      110.0    2301.0       99.0      DL   \n",
+       "323698  2013      9   16    2053.0       68.0    2243.0       57.0      EV   \n",
+       "323708  2013      9   16    2108.0      194.0    2243.0      168.0      DL   \n",
+       "323721  2013      9   16    2134.0       93.0    2352.0       64.0      B6   \n",
+       "323723  2013      9   16    2137.0       67.0    2331.0       40.0      EV   \n",
+       "323733  2013      9   16    2205.0       65.0       3.0       78.0      MQ   \n",
+       "323734  2013      9   16    2207.0      182.0    2330.0      150.0      9E   \n",
+       "323736  2013      9   16    2216.0      107.0    2348.0       92.0      EV   \n",
+       "323737  2013      9   16    2219.0      104.0    2321.0       70.0      9E   \n",
+       "323992  2013      9   17     855.0      135.0    1101.0      111.0      US   \n",
+       "324021  2013      9   17     925.0       70.0    1113.0       74.0      EV   \n",
+       "324161  2013      9   17    1231.0       71.0    1344.0       74.0      B6   \n",
+       "324196  2013      9   17    1302.0       62.0    1454.0       60.0      US   \n",
+       "324238  2013      9   17    1353.0       73.0    1529.0       50.0      EV   \n",
+       "324388  2013      9   17    1604.0       64.0    1709.0       38.0      UA   \n",
+       "324525  2013      9   17    1818.0      133.0    2014.0      108.0      9E   \n",
+       "324544  2013      9   17    1831.0      100.0    2130.0       93.0      B6   \n",
+       "324626  2013      9   17    1954.0       69.0    2104.0       34.0      9E   \n",
+       "324668  2013      9   17    2055.0      220.0    2201.0      211.0      B6   \n",
+       "324672  2013      9   17    2059.0      239.0    2334.0      214.0      AA   \n",
+       "324681  2013      9   17    2110.0      111.0       6.0       92.0      B6   \n",
+       "324699  2013      9   17    2203.0       78.0    2256.0       63.0      B6   \n",
+       "324844  2013      9   18     745.0       85.0     941.0       78.0      EV   \n",
+       "324964  2013      9   18     905.0       66.0    1037.0       60.0      B6   \n",
+       "324994  2013      9   18     947.0       78.0    1127.0       58.0      MQ   \n",
+       "325031  2013      9   18    1027.0      125.0    1223.0      106.0      EV   \n",
+       "325059  2013      9   18    1104.0      211.0    1255.0      197.0      EV   \n",
+       "325133  2013      9   18    1250.0       90.0    1350.0       80.0      B6   \n",
+       "325140  2013      9   18    1254.0      129.0    1406.0      124.0      B6   \n",
+       "325148  2013      9   18    1300.0       83.0    1437.0       53.0      DL   \n",
+       "325179  2013      9   18    1337.0      332.0    1447.0      335.0      EV   \n",
+       "325302  2013      9   18    1529.0      171.0    1630.0      156.0      EV   \n",
+       "325322  2013      9   18    1547.0       77.0    1732.0       66.0      EV   \n",
+       "325344  2013      9   18    1606.0       71.0    1845.0       50.0      DL   \n",
+       "325347  2013      9   18    1608.0       69.0    1714.0       52.0      B6   \n",
+       "325360  2013      9   18    1620.0       70.0    1845.0       70.0      MQ   \n",
+       "325368  2013      9   18    1624.0       67.0    1906.0       32.0      B6   \n",
+       "325399  2013      9   18    1656.0      177.0    1931.0      148.0      B6   \n",
+       "325404  2013      9   18    1657.0       97.0    1918.0       68.0      UA   \n",
+       "325436  2013      9   18    1720.0      316.0    1923.0      300.0      UA   \n",
+       "325484  2013      9   18    1811.0      101.0    1937.0       72.0      EV   \n",
+       "325502  2013      9   18    1824.0      169.0    2041.0      171.0      WN   \n",
+       "325569  2013      9   18    1926.0       76.0    2028.0       43.0      WN   \n",
+       "325585  2013      9   18    1939.0      124.0    2138.0      125.0      EV   \n",
+       "325616  2013      9   18    2013.0       68.0    2245.0       40.0      AA   \n",
+       "325657  2013      9   18    2123.0      108.0       4.0       74.0      AA   \n",
+       "325661  2013      9   18    2132.0       62.0    2339.0      104.0      WN   \n",
+       "325664  2013      9   18    2139.0       70.0    2327.0       50.0      EV   \n",
+       "325672  2013      9   18    2210.0      160.0    2341.0      136.0      9E   \n",
+       "325683  2013      9   19      10.0      187.0     109.0      163.0      EV   \n",
+       "325771  2013      9   19     659.0       74.0     937.0       67.0      UA   \n",
+       "325845  2013      9   19     806.0      141.0    1055.0      120.0      AA   \n",
+       "325923  2013      9   19     859.0       70.0    1152.0       69.0      B6   \n",
+       "325938  2013      9   19     915.0      185.0    1111.0      182.0      DL   \n",
+       "325949  2013      9   19     930.0      162.0    1202.0      127.0      UA   \n",
+       "325952  2013      9   19     938.0       98.0    1234.0       84.0      DL   \n",
+       "325960  2013      9   19     945.0      215.0    1125.0      240.0      WN   \n",
+       "325969  2013      9   19    1000.0      215.0    1158.0      258.0      WN   \n",
+       "325973  2013      9   19    1005.0      145.0    1211.0      196.0      WN   \n",
+       "326026  2013      9   19    1105.0       85.0    1246.0       96.0      WN   \n",
+       "326028  2013      9   19    1108.0      188.0    1255.0      202.0      UA   \n",
+       "326030  2013      9   19    1109.0      119.0    1333.0      158.0      AA   \n",
+       "326033  2013      9   19    1110.0      143.0    1316.0      179.0      UA   \n",
+       "326037  2013      9   19    1119.0       79.0    1337.0      123.0      UA   \n",
+       "326041  2013      9   19    1121.0      171.0    1323.0      194.0      9E   \n",
+       "326048  2013      9   19    1133.0       64.0    1445.0      151.0      AA   \n",
+       "326075  2013      9   19    1213.0       73.0    1456.0      153.0      UA   \n",
+       "326079  2013      9   19    1218.0       78.0    1315.0       57.0      US   \n",
+       "326081  2013      9   19    1219.0      115.0    1321.0      105.0      UA   \n",
+       "326089  2013      9   19    1225.0      145.0    1436.0      188.0      UA   \n",
+       "326135  2013      9   19    1318.0      118.0    1420.0      110.0      B6   \n",
+       "326157  2013      9   19    1341.0       96.0    1550.0      100.0      WN   \n",
+       "326177  2013      9   19    1358.0       68.0    1502.0       42.0      WN   \n",
+       "326179  2013      9   19    1359.0      159.0    1515.0      160.0      MQ   \n",
+       "326183  2013      9   19    1405.0       65.0    1548.0       78.0      UA   \n",
+       "326205  2013      9   19    1439.0       74.0    1620.0       52.0      EV   \n",
+       "326206  2013      9   19    1440.0       71.0    1601.0       52.0      AA   \n",
+       "326226  2013      9   19    1454.0       84.0    1701.0       76.0      WN   \n",
+       "326265  2013      9   19    1525.0      205.0    1703.0      209.0      UA   \n",
+       "326267  2013      9   19    1527.0       88.0    1723.0       97.0      EV   \n",
+       "326290  2013      9   19    1549.0       64.0    1826.0       36.0      B6   \n",
+       "326310  2013      9   19    1614.0       81.0    1920.0       69.0      UA   \n",
+       "326313  2013      9   19    1615.0       65.0    1732.0       62.0      MQ   \n",
+       "326326  2013      9   19    1623.0      118.0    1827.0       97.0      MQ   \n",
+       "326333  2013      9   19    1632.0       62.0    1932.0       49.0      DL   \n",
+       "326337  2013      9   19    1636.0      216.0    1805.0      211.0      UA   \n",
+       "326342  2013      9   19    1640.0       71.0    1847.0       60.0      UA   \n",
+       "326363  2013      9   19    1700.0       85.0    1955.0       56.0      UA   \n",
+       "326406  2013      9   19    1748.0       73.0    1913.0       73.0      WN   \n",
+       "326422  2013      9   19    1759.0      174.0    1945.0      164.0      EV   \n",
+       "326432  2013      9   19    1812.0      172.0    1951.0      166.0      AA   \n",
+       "326436  2013      9   19    1813.0      106.0    1917.0       83.0      EV   \n",
+       "326439  2013      9   19    1817.0      132.0    2014.0      108.0      9E   \n",
+       "326447  2013      9   19    1825.0      130.0    2027.0      124.0      EV   \n",
+       "326452  2013      9   19    1827.0       79.0    2056.0       86.0      UA   \n",
+       "326459  2013      9   19    1833.0      154.0    2003.0      164.0      MQ   \n",
+       "326468  2013      9   19    1840.0      100.0    2114.0       80.0      UA   \n",
+       "326479  2013      9   19    1853.0      173.0    2140.0      202.0      9E   \n",
+       "326480  2013      9   19    1853.0      113.0    2150.0      115.0      WN   \n",
+       "326489  2013      9   19    1858.0      170.0    2036.0      164.0      B6   \n",
+       "326508  2013      9   19    1916.0       61.0    2048.0       61.0      9E   \n",
+       "326520  2013      9   19    1928.0      148.0    2122.0      163.0      UA   \n",
+       "326521  2013      9   19    1929.0      309.0    2124.0      329.0      AA   \n",
+       "326527  2013      9   19    1933.0       63.0    2305.0       68.0      UA   \n",
+       "326530  2013      9   19    1935.0      210.0    2044.0      169.0      AA   \n",
+       "326534  2013      9   19    1940.0      150.0    2118.0      137.0      EV   \n",
+       "326548  2013      9   19    1951.0      231.0    2109.0      210.0      UA   \n",
+       "326554  2013      9   19    1954.0      115.0    2056.0       78.0      UA   \n",
+       "326560  2013      9   19    2005.0      160.0    2154.0      141.0      EV   \n",
+       "326562  2013      9   19    2005.0      120.0    2158.0       85.0      UA   \n",
+       "326570  2013      9   19    2018.0       83.0    2138.0       63.0      AA   \n",
+       "326571  2013      9   19    2021.0      112.0    2157.0      107.0      UA   \n",
+       "326581  2013      9   19    2032.0      272.0    2155.0      238.0      9E   \n",
+       "326586  2013      9   19    2038.0      128.0    2152.0      102.0      MQ   \n",
+       "326590  2013      9   19    2043.0      208.0    2206.0      181.0      AA   \n",
+       "326591  2013      9   19    2044.0       74.0    2205.0       55.0      UA   \n",
+       "326599  2013      9   19    2050.0      230.0    2226.0      211.0      AA   \n",
+       "326603  2013      9   19    2052.0      113.0    2310.0       77.0      UA   \n",
+       "326607  2013      9   19    2055.0      115.0    2208.0       89.0      UA   \n",
+       "326621  2013      9   19    2105.0      180.0    2217.0      147.0      AA   \n",
+       "326637  2013      9   19    2156.0      126.0    2358.0      103.0      MQ   \n",
+       "326640  2013      9   19    2212.0       62.0    2310.0       48.0      UA   \n",
+       "326643  2013      9   19    2230.0      137.0      33.0      111.0      EV   \n",
+       "326644  2013      9   19    2232.0       72.0      12.0       54.0      EV   \n",
+       "326646  2013      9   19    2240.0      195.0    2341.0      173.0      EV   \n",
+       "326652  2013      9   19    2308.0      245.0      36.0      207.0      EV   \n",
+       "326653  2013      9   19    2310.0      190.0     109.0      158.0      EV   \n",
+       "326654  2013      9   19    2326.0      117.0      15.0       96.0      EV   \n",
+       "326655  2013      9   19    2335.0      133.0     142.0      109.0      EV   \n",
+       "326675  2013      9   20       9.0       79.0     123.0       76.0      B6   \n",
+       "326676  2013      9   20      31.0      254.0     146.0      227.0      UA   \n",
+       "326762  2013      9   20     656.0       71.0     951.0       81.0      UA   \n",
+       "326864  2013      9   20     825.0       80.0    1058.0       48.0      UA   \n",
+       "326881  2013      9   20     831.0       81.0    1115.0       50.0      AA   \n",
+       "326892  2013      9   20     838.0       73.0     939.0       77.0      EV   \n",
+       "326931  2013      9   20     913.0       78.0    1013.0       63.0      MQ   \n",
+       "326949  2013      9   20     929.0      169.0    1134.0      160.0      DL   \n",
+       "326957  2013      9   20     939.0       69.0    1132.0       37.0      UA   \n",
+       "326961  2013      9   20     948.0      109.0    1237.0      108.0      AA   \n",
+       "326964  2013      9   20     950.0       65.0    1158.0       65.0      US   \n",
+       "326970  2013      9   20     954.0      159.0    1141.0      145.0      EV   \n",
+       "326998  2013      9   20    1032.0       63.0    1257.0       23.0      UA   \n",
+       "327028  2013      9   20    1115.0       70.0    1337.0       61.0      B6   \n",
+       "327036  2013      9   20    1125.0       61.0    1229.0       53.0      UA   \n",
+       "327039  2013      9   20    1127.0       62.0    1241.0       61.0      MQ   \n",
+       "327043  2013      9   20    1139.0     1014.0    1457.0     1007.0      AA   \n",
+       "327046  2013      9   20    1146.0       76.0    1451.0       76.0      AA   \n",
+       "327050  2013      9   20    1149.0       90.0    1532.0      111.0      UA   \n",
+       "327051  2013      9   20    1150.0      115.0    1544.0      154.0      UA   \n",
+       "327080  2013      9   20    1220.0       65.0    1507.0       39.0      9E   \n",
+       "327091  2013      9   20    1238.0      148.0    1340.0      134.0      EV   \n",
+       "327092  2013      9   20    1240.0      130.0    1552.0      132.0      VX   \n",
+       "327130  2013      9   20    1307.0      157.0    1607.0      137.0      VX   \n",
+       "327185  2013      9   20    1417.0       90.0    1713.0       68.0      UA   \n",
+       "327248  2013      9   20    1506.0       81.0    1635.0       72.0      EV   \n",
+       "327278  2013      9   20    1540.0       67.0    1652.0       45.0      UA   \n",
+       "327320  2013      9   20    1618.0       88.0    1806.0       74.0      US   \n",
+       "327340  2013      9   20    1642.0       72.0    1810.0       49.0      UA   \n",
+       "327345  2013      9   20    1645.0       95.0    2033.0       73.0      AA   \n",
+       "327348  2013      9   20    1646.0       76.0    1940.0       47.0      DL   \n",
+       "327359  2013      9   20    1654.0      118.0    1833.0      116.0      9E   \n",
+       "327362  2013      9   20    1656.0       86.0    1754.0       69.0      WN   \n",
+       "327385  2013      9   20    1712.0      104.0    1916.0       99.0      EV   \n",
+       "327421  2013      9   20    1746.0       76.0    2045.0       65.0      AA   \n",
+       "327442  2013      9   20    1802.0       67.0    2058.0       53.0      VX   \n",
+       "327445  2013      9   20    1808.0      198.0    2056.0      192.0      UA   \n",
+       "327450  2013      9   20    1811.0      161.0    2203.0      198.0      AA   \n",
+       "327477  2013      9   20    1839.0      110.0    2043.0      100.0      EV   \n",
+       "327482  2013      9   20    1847.0      107.0    2125.0       85.0      AA   \n",
+       "327494  2013      9   20    1856.0       96.0    2054.0       94.0      MQ   \n",
+       "327510  2013      9   20    1907.0      187.0    2046.0      171.0      MQ   \n",
+       "327518  2013      9   20    1914.0      105.0    2227.0       97.0      VX   \n",
+       "327519  2013      9   20    1914.0      394.0    2201.0      376.0      WN   \n",
+       "327537  2013      9   20    1934.0      124.0    2059.0      103.0      B6   \n",
+       "327538  2013      9   20    1934.0      184.0    2254.0      174.0      VX   \n",
+       "327539  2013      9   20    1937.0      172.0    2310.0      175.0      B6   \n",
+       "327540  2013      9   20    1937.0       67.0    2202.0       50.0      B6   \n",
+       "327549  2013      9   20    1940.0       70.0    2213.0       43.0      9E   \n",
+       "327593  2013      9   20    2028.0      298.0    2217.0      263.0      EV   \n",
+       "327595  2013      9   20    2029.0      174.0    2213.0      160.0      EV   \n",
+       "327616  2013      9   20    2057.0      127.0      40.0      140.0      VX   \n",
+       "327641  2013      9   20    2150.0      165.0    2305.0      160.0      WN   \n",
+       "327644  2013      9   20    2157.0      167.0      44.0      149.0      AA   \n",
+       "327651  2013      9   20    2227.0      122.0     144.0      114.0      B6   \n",
+       "327655  2013      9   20    2349.0       64.0      49.0       53.0      B6   \n",
+       "327850  2013      9   21     855.0      116.0    1120.0       94.0      UA   \n",
+       "327947  2013      9   21    1134.0      249.0    1248.0      243.0      WN   \n",
+       "327961  2013      9   21    1152.0       82.0    1513.0       98.0      AA   \n",
+       "327970  2013      9   21    1158.0       88.0    1502.0       82.0      VX   \n",
+       "327986  2013      9   21    1227.0       84.0    1353.0       68.0      EV   \n",
+       "327991  2013      9   21    1240.0       95.0    1412.0      117.0      MQ   \n",
+       "327998  2013      9   21    1251.0       83.0    1347.0       77.0      B6   \n",
+       "328009  2013      9   21    1302.0       62.0    1616.0       81.0      AA   \n",
+       "328020  2013      9   21    1319.0      179.0    1556.0      167.0      B6   \n",
+       "328058  2013      9   21    1424.0       89.0    1558.0       73.0      MQ   \n",
+       "328104  2013      9   21    1506.0      126.0    1809.0      129.0      VX   \n",
+       "328109  2013      9   21    1511.0       86.0    1812.0       69.0      UA   \n",
+       "328122  2013      9   21    1529.0      104.0    1819.0       89.0      AA   \n",
+       "328151  2013      9   21    1558.0      123.0    1759.0      117.0      US   \n",
+       "328162  2013      9   21    1614.0      104.0    1747.0       83.0      EV   \n",
+       "328192  2013      9   21    1644.0       94.0    1759.0       89.0      MQ   \n",
+       "328197  2013      9   21    1652.0      143.0    1843.0       98.0      UA   \n",
+       "328230  2013      9   21    1726.0      349.0    1904.0      328.0      DL   \n",
+       "328243  2013      9   21    1751.0      183.0    2054.0      173.0      UA   \n",
+       "328259  2013      9   21    1813.0       81.0    1914.0       51.0      UA   \n",
+       "328284  2013      9   21    1847.0      157.0    1946.0      153.0      EV   \n",
+       "328327  2013      9   21    2014.0      189.0    2345.0      193.0      UA   \n",
+       "328337  2013      9   21    2048.0      193.0    2333.0      158.0      AA   \n",
+       "328343  2013      9   21    2107.0      182.0    2204.0      160.0      EV   \n",
+       "328439  2013      9   22     736.0       67.0     903.0       51.0      EV   \n",
+       "328580  2013      9   22     950.0      124.0    1155.0      132.0      B6   \n",
+       "328688  2013      9   22    1220.0       68.0    1423.0       63.0      EV   \n",
+       "328756  2013      9   22    1333.0      128.0    1444.0      104.0      WN   \n",
+       "328813  2013      9   22    1441.0       72.0    1646.0       77.0      MQ   \n",
+       "328889  2013      9   22    1538.0      118.0    1746.0      167.0      B6   \n",
+       "328918  2013      9   22    1559.0      239.0    1703.0      232.0      US   \n",
+       "329020  2013      9   22    1737.0       70.0    1858.0       64.0      EV   \n",
+       "329024  2013      9   22    1745.0      105.0    1959.0      101.0      9E   \n",
+       "329038  2013      9   22    1758.0       88.0    2113.0       93.0      AA   \n",
+       "329043  2013      9   22    1800.0       95.0    1959.0       75.0      EV   \n",
+       "329070  2013      9   22    1827.0       87.0    2132.0       74.0      DL   \n",
+       "329082  2013      9   22    1836.0       76.0    2108.0       58.0      UA   \n",
+       "329137  2013      9   22    1936.0       71.0    2230.0       69.0      DL   \n",
+       "329163  2013      9   22    1957.0       97.0    2132.0       92.0      EV   \n",
+       "329166  2013      9   22    2000.0      180.0    2232.0      157.0      AA   \n",
+       "329173  2013      9   22    2006.0       61.0    2211.0       37.0      9E   \n",
+       "329180  2013      9   22    2011.0      131.0    2123.0      127.0      B6   \n",
+       "329186  2013      9   22    2023.0      123.0    2257.0       93.0      B6   \n",
+       "329197  2013      9   22    2031.0      176.0    2307.0      132.0      AA   \n",
+       "329216  2013      9   22    2058.0       73.0    2348.0       43.0      DL   \n",
+       "329222  2013      9   22    2106.0       92.0    2301.0       78.0      EV   \n",
+       "329233  2013      9   22    2127.0      102.0    2257.0       71.0      EV   \n",
+       "329237  2013      9   22    2129.0      144.0    2240.0      127.0      EV   \n",
+       "329242  2013      9   22    2136.0      126.0    2334.0      129.0      9E   \n",
+       "329254  2013      9   22    2244.0       64.0    2339.0       49.0      MQ   \n",
+       "329260  2013      9   22    2332.0      183.0      55.0      159.0      EV   \n",
+       "329261  2013      9   22    2334.0       94.0      32.0       80.0      9E   \n",
+       "329367  2013      9   23     708.0       68.0     759.0       51.0      B6   \n",
+       "329375  2013      9   23     719.0       76.0     835.0       72.0      EV   \n",
+       "329482  2013      9   23     834.0       95.0    1047.0      108.0      MQ   \n",
+       "329544  2013      9   23     939.0      129.0    1322.0      118.0      B6   \n",
+       "329546  2013      9   23     941.0       66.0    1226.0       45.0      UA   \n",
+       "329550  2013      9   23     948.0       79.0    1255.0       76.0      AA   \n",
+       "329610  2013      9   23    1055.0      100.0    1318.0       89.0      EV   \n",
+       "329644  2013      9   23    1130.0       75.0    1238.0       69.0      EV   \n",
+       "329679  2013      9   23    1216.0      112.0    1403.0      100.0      EV   \n",
+       "329728  2013      9   23    1311.0       72.0    1456.0       72.0      MQ   \n",
+       "329753  2013      9   23    1345.0       67.0    1449.0       55.0      EV   \n",
+       "329794  2013      9   23    1433.0       64.0    1721.0       56.0      UA   \n",
+       "329838  2013      9   23    1503.0      118.0    1639.0      121.0      EV   \n",
+       "329884  2013      9   23    1547.0      138.0    1759.0      150.0      MQ   \n",
+       "329916  2013      9   23    1621.0       91.0    1757.0       80.0      EV   \n",
+       "329929  2013      9   23    1628.0      106.0    1806.0       88.0      EV   \n",
+       "329944  2013      9   23    1646.0       61.0    1804.0       31.0      9E   \n",
+       "329968  2013      9   23    1658.0       80.0    1804.0       66.0      EV   \n",
+       "329982  2013      9   23    1709.0      100.0    1953.0       77.0      UA   \n",
+       "329988  2013      9   23    1720.0      171.0    1838.0      170.0      B6   \n",
+       "330015  2013      9   23    1749.0       89.0    2055.0       75.0      AA   \n",
+       "330017  2013      9   23    1750.0       65.0    1948.0       35.0      EV   \n",
+       "330029  2013      9   23    1756.0      171.0    1947.0      166.0      EV   \n",
+       "330040  2013      9   23    1807.0      128.0    1957.0      127.0      EV   \n",
+       "330041  2013      9   23    1808.0       68.0    2054.0       59.0      WN   \n",
+       "330056  2013      9   23    1821.0       66.0    2013.0       33.0      9E   \n",
+       "330066  2013      9   23    1827.0       62.0    2110.0       55.0      UA   \n",
+       "330093  2013      9   23    1856.0       96.0    2027.0      107.0      EV   \n",
+       "330116  2013      9   23    1917.0       64.0    2215.0       47.0      UA   \n",
+       "330133  2013      9   23    1930.0      120.0    2032.0      105.0      B6   \n",
+       "330136  2013      9   23    1932.0       62.0    2229.0       49.0      B6   \n",
+       "330147  2013      9   23    1939.0      105.0    2147.0      112.0      DL   \n",
+       "330148  2013      9   23    1941.0      101.0    2106.0      106.0      WN   \n",
+       "330202  2013      9   23    2049.0      128.0    2204.0      114.0      B6   \n",
+       "330203  2013      9   23    2051.0       81.0    2340.0       50.0      AA   \n",
+       "330222  2013      9   23    2119.0       89.0    2226.0       45.0      EV   \n",
+       "330230  2013      9   23    2133.0       63.0    2242.0       52.0      WN   \n",
+       "330237  2013      9   23    2151.0      137.0    2307.0      133.0      UA   \n",
+       "330241  2013      9   23    2227.0      107.0      15.0       76.0      EV   \n",
+       "330246  2013      9   23    2236.0       74.0      43.0       50.0      EV   \n",
+       "330250  2013      9   23    2251.0      121.0     144.0       97.0      UA   \n",
+       "330251  2013      9   23    2252.0       83.0    2347.0       71.0      EV   \n",
+       "330386  2013      9   24     736.0       85.0     858.0       96.0      EV   \n",
+       "330567  2013      9   24    1014.0       64.0    1147.0       34.0      EV   \n",
+       "330759  2013      9   24    1419.0       69.0    1558.0       50.0      EV   \n",
+       "330859  2013      9   24    1539.0      109.0    1713.0      102.0      EV   \n",
+       "330867  2013      9   24    1544.0       84.0    1711.0       76.0      AA   \n",
+       "330895  2013      9   24    1604.0       99.0    1813.0       72.0      UA   \n",
+       "331121  2013      9   24    1944.0      154.0    2057.0      142.0      MQ   \n",
+       "331125  2013      9   24    1947.0      102.0    2134.0       61.0      UA   \n",
+       "331171  2013      9   24    2048.0      138.0    2355.0      118.0      UA   \n",
+       "331203  2013      9   24    2211.0       61.0    2347.0       45.0      EV   \n",
+       "331391  2013      9   25     805.0       66.0    1055.0       51.0      UA   \n",
+       "331473  2013      9   25     912.0       77.0    1135.0       78.0      UA   \n",
+       "331586  2013      9   25    1145.0      165.0    1430.0      142.0      B6   \n",
+       "331592  2013      9   25    1152.0      202.0    1340.0      190.0      DL   \n",
+       "331604  2013      9   25    1200.0      120.0    1332.0      122.0      EV   \n",
+       "331613  2013      9   25    1215.0      117.0    1355.0      100.0      EV   \n",
+       "331713  2013      9   25    1403.0      123.0    1719.0      124.0      UA   \n",
+       "331842  2013      9   25    1559.0       64.0    1710.0       36.0      9E   \n",
+       "331877  2013      9   25    1631.0       66.0    1835.0       69.0      EV   \n",
+       "331882  2013      9   25    1638.0       83.0    1838.0       74.0      EV   \n",
+       "331892  2013      9   25    1650.0       65.0    1800.0       27.0      9E   \n",
+       "331920  2013      9   25    1706.0      310.0    1935.0      297.0      UA   \n",
+       "331953  2013      9   25    1729.0       64.0    2013.0       18.0      DL   \n",
+       "332005  2013      9   25    1828.0       63.0    2137.0       77.0      DL   \n",
+       "332101  2013      9   25    2001.0      126.0    2207.0      112.0      MQ   \n",
+       "332108  2013      9   25    2007.0       68.0    2239.0       73.0      FL   \n",
+       "332149  2013      9   25    2054.0      154.0    2345.0      140.0      UA   \n",
+       "332163  2013      9   25    2125.0      135.0      53.0      158.0      AA   \n",
+       "332176  2013      9   25    2226.0      156.0      38.0      177.0      EV   \n",
+       "332183  2013      9   25    2305.0      100.0      15.0       88.0      EV   \n",
+       "332458  2013      9   26     921.0      201.0    1157.0      222.0      FL   \n",
+       "332555  2013      9   26    1114.0      124.0    1357.0       97.0      AA   \n",
+       "332657  2013      9   26    1316.0       76.0    1554.0       59.0      AA   \n",
+       "332676  2013      9   26    1338.0       94.0    1523.0       70.0      EV   \n",
+       "332711  2013      9   26    1422.0       82.0    1540.0       85.0      US   \n",
+       "332755  2013      9   26    1454.0       71.0    1555.0       41.0      UA   \n",
+       "332835  2013      9   26    1603.0       68.0    1849.0       42.0      UA   \n",
+       "332899  2013      9   26    1702.0      183.0    1907.0      182.0      B6   \n",
+       "332907  2013      9   26    1708.0      103.0    2009.0       89.0      AA   \n",
+       "332951  2013      9   26    1751.0       82.0    1926.0       96.0      YV   \n",
+       "332977  2013      9   26    1813.0       77.0    2012.0       80.0      EV   \n",
+       "332986  2013      9   26    1821.0       61.0    2103.0       33.0      AA   \n",
+       "333005  2013      9   26    1834.0      116.0    2039.0      130.0      EV   \n",
+       "333014  2013      9   26    1845.0       76.0    2002.0       62.0      EV   \n",
+       "333052  2013      9   26    1911.0       86.0    2124.0      102.0      EV   \n",
+       "333127  2013      9   26    2036.0      126.0    2315.0       93.0      DL   \n",
+       "333154  2013      9   26    2107.0      117.0       4.0      109.0      AA   \n",
+       "333156  2013      9   26    2111.0       86.0      16.0       71.0      DL   \n",
+       "333169  2013      9   26    2146.0       99.0    2330.0       88.0      EV   \n",
+       "333175  2013      9   26    2211.0      422.0      16.0      405.0      UA   \n",
+       "333176  2013      9   26    2212.0       62.0      25.0       44.0      EV   \n",
+       "333178  2013      9   26    2231.0       86.0       3.0       62.0      EV   \n",
+       "333186  2013      9   26    2330.0      121.0      28.0      109.0      EV   \n",
+       "333465  2013      9   27     928.0      208.0    1106.0      192.0      EV   \n",
+       "333522  2013      9   27    1029.0      101.0    1135.0       94.0      EV   \n",
+       "333545  2013      9   27    1106.0      146.0    1243.0      140.0      EV   \n",
+       "333547  2013      9   27    1108.0      148.0    1213.0      128.0      EV   \n",
+       "333606  2013      9   27    1225.0       75.0    1417.0       66.0      EV   \n",
+       "333671  2013      9   27    1339.0       99.0    1634.0       99.0      AA   \n",
+       "333699  2013      9   27    1409.0       77.0    1552.0       62.0      EV   \n",
+       "333717  2013      9   27    1429.0      102.0    1659.0       84.0      B6   \n",
+       "333848  2013      9   27    1623.0       83.0    1726.0       68.0      US   \n",
+       "333873  2013      9   27    1648.0      132.0    1810.0      131.0      EV   \n",
+       "333906  2013      9   27    1709.0       74.0    1858.0       53.0      MQ   \n",
+       "333909  2013      9   27    1713.0      203.0    1838.0      187.0      EV   \n",
+       "333948  2013      9   27    1747.0      107.0    2033.0       87.0      B6   \n",
+       "333968  2013      9   27    1809.0      174.0    2026.0      182.0      EV   \n",
+       "333970  2013      9   27    1810.0      100.0    2127.0       87.0      VX   \n",
+       "333971  2013      9   27    1811.0      106.0    2049.0       54.0      DL   \n",
+       "333975  2013      9   27    1815.0       75.0    2029.0       52.0      DL   \n",
+       "334122  2013      9   27    2049.0       69.0    2150.0       50.0      EV   \n",
+       "334134  2013      9   27    2057.0      135.0    2203.0      104.0      EV   \n",
+       "334148  2013      9   27    2117.0       95.0       2.0       72.0      B6   \n",
+       "334169  2013      9   27    2214.0       75.0    2341.0       69.0      EV   \n",
+       "334171  2013      9   27    2229.0       64.0    2338.0       51.0      EV   \n",
+       "334177  2013      9   27    2253.0      188.0       NaN        NaN      EV   \n",
+       "334178  2013      9   27    2300.0       90.0      24.0       77.0      EV   \n",
+       "334179  2013      9   27    2311.0       71.0      18.0       66.0      9E   \n",
+       "334180  2013      9   27    2319.0       74.0      34.0       63.0      EV   \n",
+       "334398  2013      9   28     952.0       95.0    1150.0       89.0      9E   \n",
+       "334442  2013      9   28    1054.0      102.0    1202.0       97.0      B6   \n",
+       "334514  2013      9   28    1253.0      223.0    1422.0      190.0      EV   \n",
+       "334524  2013      9   28    1302.0       63.0    1358.0       49.0      MQ   \n",
+       "334582  2013      9   28    1433.0       63.0    1709.0       37.0      B6   \n",
+       "334591  2013      9   28    1446.0       94.0    1739.0       75.0      B6   \n",
+       "334599  2013      9   28    1449.0       80.0    1710.0       36.0      UA   \n",
+       "334611  2013      9   28    1456.0       61.0    1700.0       58.0      US   \n",
+       "334614  2013      9   28    1458.0      138.0    1633.0      115.0      EV   \n",
+       "334649  2013      9   28    1544.0       63.0    1747.0       49.0      UA   \n",
+       "334695  2013      9   28    1640.0       61.0    1902.0       18.0      B6   \n",
+       "334702  2013      9   28    1645.0       75.0    1945.0       60.0      AA   \n",
+       "334743  2013      9   28    1726.0       91.0    1946.0      101.0      MQ   \n",
+       "334821  2013      9   28    1934.0       79.0    2202.0       27.0      AA   \n",
+       "334833  2013      9   28    2017.0      322.0    2154.0      324.0      MQ   \n",
+       "335073  2013      9   29     928.0       66.0    1330.0       75.0      B6   \n",
+       "335170  2013      9   29    1149.0       79.0    1418.0       53.0      AA   \n",
+       "335212  2013      9   29    1237.0       98.0    1421.0       87.0      MQ   \n",
+       "335264  2013      9   29    1336.0      112.0    1611.0      102.0      UA   \n",
+       "335294  2013      9   29    1400.0       81.0    1539.0       79.0      EV   \n",
+       "335317  2013      9   29    1435.0      129.0    1552.0      134.0      UA   \n",
+       "335322  2013      9   29    1442.0       97.0    1605.0       87.0      EV   \n",
+       "335343  2013      9   29    1453.0       84.0    1558.0       74.0      MQ   \n",
+       "335434  2013      9   29    1614.0       79.0    1753.0       83.0      MQ   \n",
+       "335435  2013      9   29    1615.0      140.0    1759.0      137.0      EV   \n",
+       "335462  2013      9   29    1639.0      190.0    1857.0      208.0      MQ   \n",
+       "335466  2013      9   29    1644.0      104.0    1908.0       70.0      B6   \n",
+       "335499  2013      9   29    1709.0      129.0    1939.0       95.0      DL   \n",
+       "335516  2013      9   29    1721.0       82.0    1828.0       69.0      MQ   \n",
+       "335540  2013      9   29    1745.0      255.0    2028.0      236.0      B6   \n",
+       "335543  2013      9   29    1750.0       70.0    1918.0       53.0      9E   \n",
+       "335554  2013      9   29    1755.0       86.0    2022.0       49.0      B6   \n",
+       "335561  2013      9   29    1801.0       96.0    2023.0      102.0      UA   \n",
+       "335563  2013      9   29    1802.0       62.0    2132.0       84.0      DL   \n",
+       "335576  2013      9   29    1815.0       80.0    1938.0       78.0      WN   \n",
+       "335601  2013      9   29    1836.0       67.0    2009.0       69.0      EV   \n",
+       "335681  2013      9   29    1956.0       61.0    2142.0       43.0      US   \n",
+       "335710  2013      9   29    2032.0       62.0    2151.0       55.0      EV   \n",
+       "335713  2013      9   29    2036.0       61.0    2313.0       44.0      B6   \n",
+       "335720  2013      9   29    2049.0      199.0    2153.0      181.0      B6   \n",
+       "335746  2013      9   29    2114.0       73.0    2333.0       45.0      B6   \n",
+       "335761  2013      9   29    2204.0       64.0      23.0       39.0      B6   \n",
+       "335765  2013      9   29    2223.0       73.0      13.0       54.0      9E   \n",
+       "335771  2013      9   29    2245.0      131.0      27.0      110.0      EV   \n",
+       "335773  2013      9   29    2253.0      173.0     121.0      141.0      VX   \n",
+       "335775  2013      9   29    2314.0       94.0      11.0       76.0      MQ   \n",
+       "335777  2013      9   29    2324.0      144.0      39.0      124.0      MQ   \n",
+       "335778  2013      9   29    2327.0      225.0     153.0      183.0      B6   \n",
+       "335896  2013      9   30     724.0       84.0     946.0       66.0      B6   \n",
+       "335986  2013      9   30     827.0      132.0    1022.0      131.0      US   \n",
+       "336027  2013      9   30     858.0      119.0    1139.0      104.0      UA   \n",
+       "336067  2013      9   30     944.0      118.0    1137.0      114.0      B6   \n",
+       "336089  2013      9   30    1012.0       96.0    1106.0       82.0      B6   \n",
+       "336207  2013      9   30    1240.0      145.0    1421.0      129.0      US   \n",
+       "336252  2013      9   30    1324.0      294.0    1512.0      272.0      EV   \n",
+       "336426  2013      9   30    1606.0       71.0    1836.0       46.0      AA   \n",
+       "336456  2013      9   30    1633.0       78.0    1906.0       56.0      AA   \n",
+       "336529  2013      9   30    1738.0      129.0    1906.0      137.0      EV   \n",
+       "336572  2013      9   30    1818.0       63.0    2001.0       21.0      9E   \n",
+       "336579  2013      9   30    1823.0      158.0    1934.0      121.0      9E   \n",
+       "336582  2013      9   30    1826.0       86.0    2116.0       68.0      DL   \n",
+       "336593  2013      9   30    1840.0       71.0    2149.0       59.0      VX   \n",
+       "336664  2013      9   30    1943.0       93.0    2140.0      105.0      MQ   \n",
+       "336668  2013      9   30    1951.0      182.0    2157.0      174.0      EV   \n",
+       "336674  2013      9   30    1956.0       91.0    2208.0       47.0      DL   \n",
+       "336704  2013      9   30    2028.0       78.0    2255.0       40.0      AA   \n",
+       "336724  2013      9   30    2053.0      158.0    2310.0      136.0      EV   \n",
+       "336742  2013      9   30    2119.0       74.0    2310.0       58.0      EV   \n",
+       "336757  2013      9   30    2159.0      194.0    2344.0      194.0      9E   \n",
+       "336760  2013      9   30    2211.0       72.0    2339.0       57.0      EV   \n",
+       "336762  2013      9   30    2233.0       80.0     112.0       42.0      UA   \n",
+       "336763  2013      9   30    2235.0      154.0      59.0      130.0      B6   \n",
+       "\n",
+       "       tailnum  flight origin dest  air_time  distance  hour  minute  \n",
+       "119     N531MQ    4576    LGA  CLT     118.0       544   8.0    11.0  \n",
+       "135     N3GVAA     443    JFK  MIA     160.0      1089   8.0    26.0  \n",
+       "151     N942MQ    3944    JFK  BWI      41.0       184   8.0    48.0  \n",
+       "218     N534UA     856    EWR  BOS      37.0       200   9.0    57.0  \n",
+       "268     N76502    1086    LGA  IAH     248.0      1416  11.0    14.0  \n",
+       "269     N16561    4495    EWR  SAV     117.0       708  11.0    20.0  \n",
+       "349     N542MQ    4646    LGA  MSP     170.0      1020  13.0     1.0  \n",
+       "373     N636JB     673    JFK  LAX     352.0      2475  13.0    37.0  \n",
+       "395     N748EV    4869    LGA  MEM     178.0       963  14.0     0.0  \n",
+       "447     N17984    4497    EWR  RIC      63.0       277  15.0     5.0  \n",
+       "470     N231JB     525    EWR  MCO     152.0       937  15.0    25.0  \n",
+       "491     N570JB     705    JFK  SJU     193.0      1598  15.0    40.0  \n",
+       "497     N6EAMQ    4588    LGA  MSP     167.0      1020  15.0    48.0  \n",
+       "498     N21197    4181    EWR  MCI     234.0      1092  15.0    49.0  \n",
+       "512     N826AS    5712    JFK  IAD      53.0       228  15.0    58.0  \n",
+       "526     N435UA     465    EWR  BOS      35.0       200  16.0     7.0  \n",
+       "542     N599JB      63    JFK  TPA     159.0      1005  16.0    27.0  \n",
+       "544     N14959    4133    EWR  IAD      53.0       212  16.0    28.0  \n",
+       "557     N16561    4580    EWR  MKE     140.0       725  16.0    39.0  \n",
+       "587     N579JB     369    LGA  PBI     149.0      1035  17.0    11.0  \n",
+       "593     N651JB     703    JFK  SJU     183.0      1598  17.0    16.0  \n",
+       "604     N13903    3843    EWR  SDF     135.0       642  17.0    28.0  \n",
+       "609     N16911    4092    EWR  DAY     119.0       533  17.0    32.0  \n",
+       "614     N369NW    2139    LGA  MIA     167.0      1096  17.0    40.0  \n",
+       "617     N8515F    3651    JFK  RDU      72.0       427  17.0    43.0  \n",
+       "639     N504MQ    4622    LGA  BNA     154.0       764  18.0     3.0  \n",
+       "647     N19966    4202    EWR  STL     177.0       872  18.0    14.0  \n",
+       "649     N17185    4417    EWR  OMA     213.0      1134  18.0    15.0  \n",
+       "669     N14543    4179    EWR  CVG     123.0       569  18.0    36.0  \n",
+       "673     N18120    4633    EWR  BTV      46.0       266  18.0    42.0  \n",
+       "678     N3ESAA     785    LGA  DFW     223.0      1389  18.0    46.0  \n",
+       "680     N332AA     177    JFK  SFO     361.0      2586  18.0    48.0  \n",
+       "689     N323AA     181    JFK  LAX     336.0      2475  18.0    56.0  \n",
+       "720     N3764D     503    JFK  SAN     333.0      2446  19.0    30.0  \n",
+       "721     N909MQ    4255    JFK  BNA     154.0       765  19.0    34.0  \n",
+       "724     N18557    4300    EWR  RIC      68.0       277  19.0    38.0  \n",
+       "729     N835MQ    4410    JFK  DCA      60.0       213  19.0    42.0  \n",
+       "746     N14972    4644    EWR  SAV     121.0       708  20.0     6.0  \n",
+       "748     N527MQ    4649    LGA  MSP     163.0      1020  20.0     8.0  \n",
+       "750     N14143    4440    EWR  PIT      65.0       319  20.0     9.0  \n",
+       "762     N607JB     359    JFK  BUR     328.0      2465  20.0    24.0  \n",
+       "785     N11536    4692    EWR  IAD      51.0       212  20.0    56.0  \n",
+       "801     N924XJ    3347    JFK  CVG     115.0       589  21.0    15.0  \n",
+       "803     N13123    4543    EWR  DSM     200.0      1017  21.0    19.0  \n",
+       "815     N5DNAA    1999    EWR  MIA     146.0      1085  22.0     5.0  \n",
+       "821     N13566    4462    EWR  BUF      56.0       282  22.0    21.0  \n",
+       "826     N13903    4276    EWR  BDL      24.0       116  23.0     2.0  \n",
+       "830     N13958    4312    EWR  DCA      44.0       199  23.0    12.0  \n",
+       "831     N13538    4257    EWR  BTV      44.0       266  23.0    23.0  \n",
+       "832     N594JB     199    JFK  LAS     290.0      2248  23.0    26.0  \n",
+       "834     N21197    4321    EWR  MCI     222.0      1092  23.0    43.0  \n",
+       "843     N636JB      22    JFK  SYR      49.0       209   1.0    26.0  \n",
+       "948     N520MQ    3768    EWR  ORD     112.0       719   7.0    20.0  \n",
+       "982     N22909    4241    EWR  DCA      46.0       199   7.0    54.0  \n",
+       "1007    N16546    4235    EWR  IND     132.0       645   8.0    17.0  \n",
+       "1032    N448UA     651    EWR  ORD     129.0       719   8.0    33.0  \n",
+       "1084    N13975    4104    EWR  PIT      61.0       319   9.0    23.0  \n",
+       "1089    N18557    4388    EWR  JAX     137.0       820   9.0    28.0  \n",
+       "1092    N651AW     487    JFK  CLT     103.0       541   9.0    28.0  \n",
+       "1104    N13538    4159    EWR  MHT      41.0       209   9.0    44.0  \n",
+       "1120    N8968E    3694    JFK  BWI      39.0       184  10.0     3.0  \n",
+       "1141    N13914    4175    EWR  AVL     100.0       583  10.0    33.0  \n",
+       "1158    N591JB      41    JFK  MCO     144.0       944  10.0    55.0  \n",
+       "1179    N738EV    5026    EWR  DTW      86.0       488  11.0    25.0  \n",
+       "1180    N8783E    3658    LGA  GRR       NaN       618  11.0    25.0  \n",
+       "1226    N16919    4322    EWR  MKE     131.0       725  12.0    28.0  \n",
+       "1242    N13958    4412    EWR  MYR      94.0       550  12.0    44.0  \n",
+       "1276    N13975    4511    EWR  ROC      48.0       246  13.0    31.0  \n",
+       "1278    N41104    4364    EWR  MCI     203.0      1092  13.0    32.0  \n",
+       "1287    N31131    4135    EWR  CLT     105.0       529  13.0    40.0  \n",
+       "1290    N973DL    1947    LGA  ATL     126.0       762  13.0    41.0  \n",
+       "1294    N5CYAA    2041    JFK  MIA     159.0      1089  13.0    45.0  \n",
+       "1310    N474UA     468    EWR  MCO     150.0       937  14.0    12.0  \n",
+       "1313    N16559    4340    EWR  BWI      37.0       169  14.0    21.0  \n",
+       "1325    N14916    4516    EWR  MEM     179.0       946  14.0    38.0  \n",
+       "1337    N33284    1121    EWR  FLL     158.0      1065  14.0    51.0  \n",
+       "1372    N719MQ    4491    LGA  CLE      70.0       419  15.0    19.0  \n",
+       "1386    N18557    4090    EWR  CVG     121.0       569  15.0    28.0  \n",
+       "1407    N10575    4617    EWR  PIT      63.0       319  15.0    48.0  \n",
+       "1416    N13123    4181    EWR  MCI     211.0      1092  15.0    55.0  \n",
+       "1440    N324AA     179    JFK  SFO     346.0      2586  16.0     7.0  \n",
+       "1441    N11547    4372    EWR  DCA      41.0       199  16.0     9.0  \n",
+       "1451    N541UA     315    EWR  SFO     333.0      2565  16.0    18.0  \n",
+       "1456    N22909    4292    EWR  IAD      57.0       212  16.0    25.0  \n",
+       "1471    N15555    4390    EWR  PWM      58.0       284  16.0    42.0  \n",
+       "1495    N21537    4502    EWR  BNA     148.0       748  17.0    10.0  \n",
+       "1499    N483WN    2521    EWR  MDW     127.0       711  17.0    14.0  \n",
+       "1514    N21129    4299    EWR  DCA      39.0       199  17.0    28.0  \n",
+       "1515    N13975    4133    EWR  IAD      48.0       212  17.0    28.0  \n",
+       "1522    N531MQ    4661    LGA  ATL     127.0       762  17.0    32.0  \n",
+       "1536    N14153    3260    EWR  ALB      31.0       143  17.0    46.0  \n",
+       "1545    N5FFAA    1813    JFK  MCO     149.0       944  17.0    51.0  \n",
+       "1547    N12567    4702    EWR  GSO      83.0       445  17.0    54.0  \n",
+       "1548    N21130    3272    EWR  BUF      51.0       282  17.0    55.0  \n",
+       "1552    N21154    4180    EWR  MHT      39.0       209  17.0    59.0  \n",
+       "1555    N839AY    3925    JFK  PIT      64.0       340  18.0     1.0  \n",
+       "1556    N510UW      35    JFK  PHX     312.0      2153  18.0     2.0  \n",
+       "1559    N14558    4705    EWR  ATL     137.0       746  18.0     4.0  \n",
+       "1562    N13550    4308    EWR  RDU      78.0       416  18.0     6.0  \n",
+       "1566    N13988    4272    EWR  RIC      53.0       277  18.0    10.0  \n",
+       "1569    N901WN    2529    EWR  HOU     243.0      1411  18.0    10.0  \n",
+       "1574    N14542    4373    EWR  DCA      44.0       199  18.0    21.0  \n",
+       "1583    N15986    4151    EWR  BWI      35.0       169  18.0    29.0  \n",
+       "1602    N8412F    3983    EWR  CVG     131.0       569  18.0    45.0  \n",
+       "1603    N14953    4202    EWR  STL     176.0       872  18.0    48.0  \n",
+       "1606    N14998    4321    EWR  MCI       NaN      1092  18.0    49.0  \n",
+       "1632    N13553    4092    EWR  DAY     102.0       533  19.0     9.0  \n",
+       "1653    N632JB     527    EWR  MCO     150.0       937  19.0    33.0  \n",
+       "1655    N369NW    1433    LGA  RSW     178.0      1080  19.0    34.0  \n",
+       "1665    N11547    4326    EWR  PWM      48.0       284  19.0    43.0  \n",
+       "1684    N810MQ    4410    JFK  DCA      49.0       213  20.0     5.0  \n",
+       "1704    N919XJ    3364    JFK  MSY     202.0      1182  20.0    32.0  \n",
+       "1715    N18557    4581    EWR  CMH     103.0       463  20.0    43.0  \n",
+       "1717    N14993    4361    EWR  TYS     116.0       631  20.0    45.0  \n",
+       "1722    N14153    4532    EWR  CHS     105.0       628  20.0    51.0  \n",
+       "1734    N18120    4371    EWR  IAD      47.0       212  21.0     8.0  \n",
+       "1738    N41104    4125    EWR  GRR     113.0       605  21.0    15.0  \n",
+       "1741    N916XJ    3320    JFK  BUF      63.0       301  21.0    16.0  \n",
+       "1749    N593UA     488    LGA  DEN     228.0      1620  21.0    31.0  \n",
+       "1755    N368NW    2139    LGA  MIA     159.0      1096  21.0    45.0  \n",
+       "1757    N12540    4170    EWR  ALB      30.0       143  21.0    48.0  \n",
+       "1758    N8976E    4091    JFK  BWI      39.0       184  21.0    50.0  \n",
+       "1762    N21130    4204    EWR  OKC     286.0      1325  22.0    25.0  \n",
+       "1766    N21537    4206    EWR  PWM      47.0       284  22.0    54.0  \n",
+       "1767    N13550    4276    EWR  BDL      25.0       116  22.0    56.0  \n",
+       "1768    N362NW    1247    LGA  ATL     124.0       762  22.0    59.0  \n",
+       "1770    N13123    4485    EWR  BWI      37.0       169  23.0     9.0  \n",
+       "1771    N810MQ    4449    JFK  DCA      50.0       213  23.0    13.0  \n",
+       "1772    N12567    4257    EWR  BTV      47.0       266  23.0    34.0  \n",
+       "1773    N821JB      43    JFK  MCO     140.0       944  23.0    37.0  \n",
+       "1774    N283JB     128    JFK  BTV      55.0       266  23.0    47.0  \n",
+       "1786    N329JB     104    JFK  BUF      58.0       301   0.0    50.0  \n",
+       "1787    N618JB     727    JFK  BQN     186.0      1576   2.0    35.0  \n",
+       "1887    N18557    4559    EWR  CVG     122.0       569   7.0    15.0  \n",
+       "1981    N3EWAA    2279    LGA  MIA     167.0      1096   8.0    51.0  \n",
+       "1986    N3DFAA     303    LGA  ORD     133.0       733   8.0    54.0  \n",
+       "2009    N201AA     305    LGA  ORD     138.0       733   9.0     9.0  \n",
+       "2015    N513AA     715    LGA  DFW     247.0      1389   9.0    12.0  \n",
+       "2020    N283JB     219    JFK  CLT      98.0       541   9.0    16.0  \n",
+       "2034    N3BLAA    2267    LGA  MIA     165.0      1096   9.0    37.0  \n",
+       "2037    N578AA     309    LGA  ORD     128.0       733   9.0    44.0  \n",
+       "2044    N713MQ    4521    LGA  RDU      84.0       431   9.0    50.0  \n",
+       "2059    N569AA    1855    LGA  STL     144.0       888  10.0     3.0  \n",
+       "2064    N494AA     313    LGA  ORD     125.0       733  10.0    14.0  \n",
+       "2198    N612QX    5273    LGA  PIT      66.0       335  13.0    21.0  \n",
+       "2249    N267JB     615    JFK  JAX     143.0       828  14.0    41.0  \n",
+       "2283    N908DL    2079    LGA  FLL     168.0      1076  15.0     0.0  \n",
+       "2286    N835UA     551    EWR  SFO     320.0      2565  15.0     3.0  \n",
+       "2330    N13975    4572    EWR  GSP     110.0       594  15.0    49.0  \n",
+       "2366    N392DA    2043    JFK  ATL     140.0       760  16.0    24.0  \n",
+       "2387    N3EWAA     763    LGA  DFW     223.0      1389  16.0    43.0  \n",
+       "2420    N3BLAA    1467    LGA  MIA     170.0      1096  17.0    11.0  \n",
+       "2435    N741EV    5486    LGA  PIT      65.0       335  17.0    27.0  \n",
+       "2444    N11547    4299    EWR  DCA      42.0       199  17.0    32.0  \n",
+       "2466    N5CCAA    1635    JFK  SJU     193.0      1598  17.0    58.0  \n",
+       "2471    N328JB    1085    JFK  CLT      95.0       541  18.0     1.0  \n",
+       "2495    N357AA      85    JFK  SFO     328.0      2586  18.0    21.0  \n",
+       "2506    N34110    4207    EWR  MSP     152.0      1008  18.0    34.0  \n",
+       "2508    N631AA     575    JFK  EGE     239.0      1747  18.0    39.0  \n",
+       "2518    N630MQ    4255    JFK  BNA     164.0       765  18.0    47.0  \n",
+       "2522    N332AA     177    JFK  SFO     314.0      2586  18.0    50.0  \n",
+       "2537    N916XJ    3375    JFK  SAT       NaN      1587  19.0     4.0  \n",
+       "2543    N203JB    1307    JFK  IAD      52.0       228  19.0    10.0  \n",
+       "2556    N8836A    4019    JFK  RIC      52.0       288  19.0    23.0  \n",
+       "2562    N3DEAA     353    LGA  ORD     111.0       733  19.0    29.0  \n",
+       "2563    N261AV     511    LGA  DEN     208.0      1620  19.0    33.0  \n",
+       "2571    N402UA     979    EWR  PHX     274.0      2133  19.0    41.0  \n",
+       "2577    N636JB      91    JFK  OAK     319.0      2576  19.0    50.0  \n",
+       "2591    N645MQ    3944    JFK  BWI      40.0       184  20.0     1.0  \n",
+       "2596    N736MQ    4517    LGA  CRW      79.0       444  20.0     7.0  \n",
+       "2598    N338NW    2027    JFK  FLL     158.0      1069  20.0     8.0  \n",
+       "2600    N558JB     369    LGA  PBI     151.0      1035  20.0    12.0  \n",
+       "2609    N329NB    2131    LGA  DTW      82.0       502  20.0    22.0  \n",
+       "2617    N13994    4227    EWR  GRR     101.0       605  20.0    33.0  \n",
+       "2620    N3CNAA     791    LGA  DFW     221.0      1389  20.0    36.0  \n",
+       "2626    N449UA     891    LGA  IAH     221.0      1416  20.0    42.0  \n",
+       "2632    N523JB      39    JFK  PBI     147.0      1028  20.0    48.0  \n",
+       "2637    N928XJ    3459    JFK  BNA     125.0       765  20.0    56.0  \n",
+       "2642    N12967    3274    LGA  CLE      69.0       419  21.0     0.0  \n",
+       "2651    N909XJ    3320    JFK  BUF      59.0       301  21.0    10.0  \n",
+       "2654    N329JB     130    JFK  BUF      61.0       301  21.0    14.0  \n",
+       "2656    N832AS    5693    LGA  IAD      42.0       229  21.0    19.0  \n",
+       "2676    N934XJ    3395    JFK  DCA      43.0       213  22.0    11.0  \n",
+       "2682    N931XJ    3439    JFK  CVG      90.0       589  22.0    57.0  \n",
+       "2700    N192JB     608    JFK  PWM      44.0       273   1.0     6.0  \n",
+       "2957    N11565    4548    EWR  RDU      74.0       416   9.0    46.0  \n",
+       "2960    N75428    1117    EWR  MCO     147.0       937   9.0    47.0  \n",
+       "3016    N517MQ    4654    LGA  ATL     127.0       762  11.0     0.0  \n",
+       "3026    N600LR    3353    JFK  DTW      92.0       509  11.0    12.0  \n",
+       "3054    N13989    3815    EWR  GSO      69.0       445  11.0    52.0  \n",
+       "3106    N456AA     321    LGA  ORD     118.0       733  13.0     5.0  \n",
+       "3114    N905XJ    3483    JFK  BOS      39.0       187  13.0    17.0  \n",
+       "3132    N21144    4641    EWR  CLT      90.0       529  13.0    43.0  \n",
+       "3142    N617AA    2041    JFK  MIA     161.0      1089  13.0    52.0  \n",
+       "3164    N501AA    1853    EWR  DFW     208.0      1372  14.0    30.0  \n",
+       "3198    N8710A    3762    EWR  CVG      94.0       569  14.0    58.0  \n",
+       "3219    N13994    4368    EWR  BDL      26.0       116  15.0    15.0  \n",
+       "3273    N828AS    5712    JFK  IAD      44.0       228  16.0     2.0  \n",
+       "3319    N534JB     119    JFK  MSY     179.0      1182  16.0    51.0  \n",
+       "3329    N21537    4581    EWR  MKE     121.0       725  16.0    56.0  \n",
+       "3336    N325AA     133    JFK  LAX     328.0      2475  17.0     3.0  \n",
+       "3354    N590JB     703    JFK  SJU     196.0      1598  17.0    22.0  \n",
+       "3366    N513MJ    3771    LGA  IAD      46.0       229  17.0    31.0  \n",
+       "3375    N179JB    1085    JFK  CLT      90.0       541  17.0    38.0  \n",
+       "3396    N848UA     689    LGA  ORD     117.0       733  18.0     5.0  \n",
+       "3409    N14102    1739    EWR  SFO     340.0      2565  18.0    12.0  \n",
+       "3411    N13994    4299    EWR  DCA      47.0       199  18.0    15.0  \n",
+       "3426    N15983    4502    EWR  PHL      28.0        80  18.0    29.0  \n",
+       "3430    N209FR     511    LGA  DEN     213.0      1620  18.0    31.0  \n",
+       "3448    N21144    4480    EWR  PIT      56.0       319  18.0    53.0  \n",
+       "3464    N12218    1443    EWR  ORD     112.0       719  19.0     3.0  \n",
+       "3476    N5EUAA     575    JFK  EGE     239.0      1747  19.0    17.0  \n",
+       "3489    N902XJ    3542    JFK  MSP     155.0      1029  19.0    30.0  \n",
+       "3508    N309JB     130    JFK  BUF      65.0       301  19.0    48.0  \n",
+       "3519    N524JB      91    JFK  OAK     351.0      2576  20.0     1.0  \n",
+       "3526    N332AA     177    JFK  SFO     327.0      2586  20.0    10.0  \n",
+       "3554    N570JB      87    JFK  SLC     266.0      1990  20.0    48.0  \n",
+       "3561    N523JB     179    JFK  PHX     285.0      2153  20.0    58.0  \n",
+       "3563    N931XJ    3373    JFK  RDU      66.0       427  21.0     0.0  \n",
+       "3566    N14972    3822    EWR  TYS     100.0       631  21.0     8.0  \n",
+       "3574    N29917    3805    EWR  SAV     109.0       708  21.0    23.0  \n",
+       "3584    N13994    4224    EWR  MKE     130.0       725  21.0    42.0  \n",
+       "3594    N22909    4695    EWR  MHT      40.0       209  22.0     3.0  \n",
+       "3595    N14953    4536    EWR  CVG      97.0       569  22.0     8.0  \n",
+       "3596    N3BYAA    1762    JFK  BOS      41.0       187  22.0    10.0  \n",
+       "3598    N33284    1111    EWR  PHX     279.0      2133  22.0    21.0  \n",
+       "3600    N179JB     104    JFK  BUF      64.0       301  22.0    49.0  \n",
+       "3615    N527JB      11    JFK  FLL     163.0      1069   0.0    37.0  \n",
+       "3714    N377NW     731    LGA  DTW      84.0       502   7.0    48.0  \n",
+       "3740    N534MQ    3768    EWR  ORD     115.0       719   8.0     8.0  \n",
+       "3827    N908DE    2119    LGA  MSP     149.0      1020   9.0    45.0  \n",
+       "3841    N5FJAA    1357    JFK  SJU     205.0      1598  10.0    13.0  \n",
+       "3923    N907XJ    3521    JFK  ORD     133.0       740  12.0    32.0  \n",
+       "3938    N426UA     418    EWR  PBI     167.0      1023  13.0     1.0  \n",
+       "3945    N329AA       3    JFK  LAX     346.0      2475  13.0     8.0  \n",
+       "3969    N309US    1109    LGA  TPA     158.0      1010  13.0    44.0  \n",
+       "3977    N18223    1195    EWR  SFO     357.0      2565  13.0    51.0  \n",
+       "3981    N5EHAA    2041    JFK  MIA     156.0      1089  13.0    56.0  \n",
+       "4102    N14118    1600    EWR  LAX     344.0      2454  16.0    16.0  \n",
+       "4134    N534JB     137    JFK  RSW     177.0      1074  16.0    56.0  \n",
+       "4147    N768JB     369    LGA  PBI     151.0      1035  17.0     9.0  \n",
+       "4195    N39463    1580    EWR  LAS     313.0      2227  18.0    12.0  \n",
+       "4198    N906XJ    3375    JFK  SAT     261.0      1587  18.0    17.0  \n",
+       "4207    N328JB    1176    EWR  BOS      35.0       200  18.0    24.0  \n",
+       "4250    N593UA     256    EWR  DEN     220.0      1605  19.0    30.0  \n",
+       "4268    N659JB      91    JFK  OAK     351.0      2576  20.0     2.0  \n",
+       "4272    N16709    1656    EWR  SNA     317.0      2434  20.0     5.0  \n",
+       "4277    N5BRAA    1613    JFK  SJU     191.0      1598  20.0    14.0  \n",
+       "4292    N8943A    3899    JFK  CLE      88.0       425  20.0    44.0  \n",
+       "4301    N565JB     645    JFK  SFO     364.0      2586  21.0     4.0  \n",
+       "4317    N912XJ    3320    JFK  BUF      61.0       301  21.0    57.0  \n",
+       "4327    N594JB      43    JFK  MCO     147.0       944  23.0    19.0  \n",
+       "4328    N228JB      30    JFK  ROC      58.0       264  23.0    48.0  \n",
+       "4415    N519UW      27    JFK  PHX     303.0      2153   7.0    46.0  \n",
+       "4514    N229JB    1051    JFK  PIT      72.0       340   9.0    26.0  \n",
+       "4517    N16987    4479    EWR  MYR      92.0       550   9.0    31.0  \n",
+       "4523    N11106    4304    EWR  MSY     200.0      1167   9.0    43.0  \n",
+       "4551    N385HA      51    JFK  HNL     611.0      4983  10.0    19.0  \n",
+       "4559    N917XJ    3317    JFK  BUF      63.0       301  10.0    31.0  \n",
+       "4562    N187JB    1103    JFK  RDU      81.0       427  10.0    38.0  \n",
+       "4575    N558JB     215    EWR  SJU     200.0      1608  10.0    59.0  \n",
+       "4581    N516MQ    4670    LGA  BNA     125.0       764  11.0     7.0  \n",
+       "4584    N26549    3815    EWR  GSO      80.0       445  11.0    13.0  \n",
+       "4648    N74856    1142    EWR  LAX     324.0      2454  12.0    42.0  \n",
+       "4688    N229JB      66    JFK  BUF      65.0       301  13.0    32.0  \n",
+       "4709    N730MQ    4431    LGA  RDU      76.0       431  13.0    56.0  \n",
+       "4761    N519JB      83    JFK  SEA     351.0      2422  14.0    57.0  \n",
+       "4874    N11547    4352    EWR  CVG     111.0       569  16.0    46.0  \n",
+       "4911    N588JB     985    LGA  TPA     175.0      1010  17.0    19.0  \n",
+       "4920    N908XJ    3459    JFK  BNA     122.0       765  17.0    26.0  \n",
+       "4922    N500MQ    4661    LGA  ATL     130.0       762  17.0    28.0  \n",
+       "4938    N206JB     139    JFK  RSW     187.0      1074  17.0    46.0  \n",
+       "4944    N12126    3805    EWR  SAV     127.0       708  17.0    50.0  \n",
+       "4950    N14916    4271    EWR  ALB      30.0       143  17.0    55.0  \n",
+       "4959    N11106    4581    EWR  MKE     111.0       725  18.0     1.0  \n",
+       "4964    N229JB    1085    JFK  CLT     100.0       541  18.0     3.0  \n",
+       "4976    N27205    1222    EWR  LAX     327.0      2454  18.0    17.0  \n",
+       "5050    N912XJ    3542    JFK  MSP     167.0      1029  19.0    29.0  \n",
+       "5097    N527JB      87    JFK  SLC     283.0      1990  20.0    20.0  \n",
+       "5116    N3DAAA     353    LGA  ORD     111.0       733  20.0    51.0  \n",
+       "5125    N853MQ    4423    JFK  RDU      85.0       427  21.0     7.0  \n",
+       "5135    N8751D    3899    JFK  CLE      79.0       425  21.0    29.0  \n",
+       "5136    N14171    4348    EWR  MSP     154.0      1008  21.0    30.0  \n",
+       "5137    N14916    4108    EWR  IAD      48.0       212  21.0    32.0  \n",
+       "5146    N76516    1593    EWR  PDX     353.0      2434  21.0    49.0  \n",
+       "5155    N11547    4645    EWR  JAX     143.0       820  22.0    29.0  \n",
+       "5159    N768JB      97    JFK  DEN     232.0      1626  22.0    57.0  \n",
+       "5309    N661JB     145    JFK  PBI     148.0      1028   7.0    56.0  \n",
+       "5345    N14907    4471    EWR  CLT      79.0       529   8.0    24.0  \n",
+       "5369    N11551    4246    EWR  DTW      90.0       488   8.0    42.0  \n",
+       "5389    N340NB     807    EWR  ATL     102.0       746   9.0     1.0  \n",
+       "5407    N8837B    4023    EWR  CVG      91.0       569   9.0    18.0  \n",
+       "5442    N564JB     717    JFK  SJU     202.0      1598  10.0     0.0  \n",
+       "5445    N403UA     714    EWR  MIA     156.0      1085  10.0     2.0  \n",
+       "5459    N283JB    1103    JFK  RDU      68.0       427  10.0    21.0  \n",
+       "5473    N385HA      51    JFK  HNL     612.0      4983  10.0    42.0  \n",
+       "5483    N13553    3815    EWR  GSO      70.0       445  11.0     1.0  \n",
+       "5491    N503MQ    4670    LGA  BNA     107.0       764  11.0     5.0  \n",
+       "5501    N846UA     258    LGA  ORD     114.0       733  11.0    21.0  \n",
+       "5535    N327AA      19    JFK  LAX     335.0      2475  11.0    57.0  \n",
+       "5565    N78511    1120    EWR  SFO     333.0      2565  12.0    44.0  \n",
+       "5578    N14907    4240    EWR  BUF      51.0       282  12.0    55.0  \n",
+       "5580    N699DL     695    JFK  MCO     135.0       944  12.0    56.0  \n",
+       "5601    N12116     112    JFK  LAX     311.0      2475  13.0    23.0  \n",
+       "5629    N13978    4090    EWR  JAX     124.0       820  13.0    58.0  \n",
+       "5645    N4YUAA    1853    EWR  DFW     186.0      1372  14.0    32.0  \n",
+       "5650    N14143    4135    EWR  CLT      84.0       529  14.0    38.0  \n",
+       "5696    N37273    1164    EWR  FLL     157.0      1065  15.0     4.0  \n",
+       "5729    N4XBAA     883    EWR  DFW     177.0      1372  15.0    43.0  \n",
+       "5764    N13566    4381    EWR  DTW      89.0       488  16.0     7.0  \n",
+       "5903    N33182    4588    EWR  MHT      38.0       209  18.0     9.0  \n",
+       "5908    N725MQ    4540    LGA  DTW      88.0       502  18.0    11.0  \n",
+       "5924    N843UA     250    EWR  LAX     314.0      2454  18.0    27.0  \n",
+       "5953    N13202    4573    EWR  MCI     162.0      1092  19.0     0.0  \n",
+       "5984    N523JB     369    LGA  PBI     148.0      1035  19.0    27.0  \n",
+       "5993    N12967    4520    EWR  PWM      44.0       284  19.0    37.0  \n",
+       "6020    N832UA     891    LGA  IAH     208.0      1416  20.0     7.0  \n",
+       "6024    N14143    4627    EWR  CLT      87.0       529  20.0    18.0  \n",
+       "6025    N789JB     377    LGA  FLL     153.0      1076  20.0    21.0  \n",
+       "6039    N73256    1462    EWR  SFO     350.0      2565  20.0    38.0  \n",
+       "6047    N835UA     979    EWR  PHX     275.0      2133  20.0    47.0  \n",
+       "6049    N21197    3274    LGA  CLE      67.0       419  20.0    52.0  \n",
+       "6054    N22909    4412    EWR  BUF      52.0       282  20.0    53.0  \n",
+       "6062    N11109    3822    EWR  TYS      97.0       631  21.0     7.0  \n",
+       "6068    N529JB     381    LGA  FLL     150.0      1076  21.0    24.0  \n",
+       "6086    N33284    1066    EWR  BOS      41.0       200  22.0    34.0  \n",
+       "6091    N839UA     299    EWR  DFW     194.0      1372  22.0    57.0  \n",
+       "6093    N14923    4257    EWR  BTV      42.0       266  23.0     1.0  \n",
+       "6222    N11187    4334    EWR  CMH      78.0       463   7.0    40.0  \n",
+       "6357    N556JB     181    JFK  SAN     316.0      2446   9.0    42.0  \n",
+       "6383    N318NB    1885    LGA  MCO     138.0       950  10.0    15.0  \n",
+       "6398    N633AA     647    JFK  MIA     163.0      1089  10.0    39.0  \n",
+       "6447    N319AA      19    JFK  LAX     330.0      2475  11.0    38.0  \n",
+       "6449    N805AY    3667    JFK  PHL      32.0        94  11.0    44.0  \n",
+       "6506    N826AS    5736    LGA  IAD      43.0       229  13.0     7.0  \n",
+       "6520    N766JB     209    JFK  LGB     334.0      2465  13.0    28.0  \n",
+       "6535    N5DSAA    2041    JFK  MIA     153.0      1089  13.0    48.0  \n",
+       "6545    N439UA     583    EWR  SFO     392.0      2565  13.0    59.0  \n",
+       "6588    N531JB     705    JFK  SJU     199.0      1598  14.0    51.0  \n",
+       "6651    N507MQ    4588    LGA  MSP     157.0      1020  15.0    50.0  \n",
+       "6672    N838UA     315    EWR  AUS     250.0      1504  16.0     0.0  \n",
+       "6686    N309JB     525    EWR  MCO     139.0       937  16.0    12.0  \n",
+       "6696    N826AS    5712    JFK  IAD      44.0       228  16.0    27.0  \n",
+       "6752    N3BNAA     565    JFK  DFW     217.0      1391  17.0    15.0  \n",
+       "6753    N630JB     537    EWR  TPA     147.0       997  17.0    15.0  \n",
+       "6769    N917XJ    3393    JFK  DCA      44.0       213  17.0    28.0  \n",
+       "6840    N779JB      74    JFK  BTV      44.0       266  18.0    39.0  \n",
+       "6890    N3ATAA     785    LGA  DFW     226.0      1389  19.0    32.0  \n",
+       "6931    N583AA    2075    EWR  DFW     227.0      1372  20.0    11.0  \n",
+       "6989    N584JB     383    LGA  FLL     147.0      1076  23.0    14.0  \n",
+       "7072    N384HA      51    JFK  HNL     640.0      4983   6.0    41.0  \n",
+       "7207    N969DL     831    LGA  DTW     108.0       502   8.0    53.0  \n",
+       "7301    N12924    4688    EWR  MHT      35.0       209  10.0    41.0  \n",
+       "7453    N598JB     209    JFK  LGB     344.0      2465  14.0     7.0  \n",
+       "7603    N402UA     750    EWR  AUS     235.0      1504  16.0    23.0  \n",
+       "7673    N522UA     502    EWR  LAS     300.0      2227  17.0    27.0  \n",
+       "7708    N614QX    4997    EWR  DTW      85.0       488  18.0     2.0  \n",
+       "7775    N16217    1100    EWR  SEA     368.0      2402  19.0     6.0  \n",
+       "7828    N13124    4543    EWR  DSM     181.0      1017  20.0     6.0  \n",
+       "7834    N5BSAA    1613    JFK  SJU     194.0      1598  20.0    15.0  \n",
+       "7883    N324NB    1715    LGA  MSY     179.0      1183  21.0    58.0  \n",
+       "7884    N519MQ    3744    EWR  ORD     119.0       719  22.0     1.0  \n",
+       "7887    N465UA     477    EWR  LAS     329.0      2227  22.0    23.0  \n",
+       "8030    N193JB     905    JFK  ORD     128.0       740   7.0    43.0  \n",
+       "8061    N521JB     203    JFK  LAS     309.0      2248   8.0     5.0  \n",
+       "8150    N643JB     117    JFK  MSY     188.0      1182   9.0    17.0  \n",
+       "8158    N597JB    1601    LGA  RSW     156.0      1080   9.0    29.0  \n",
+       "8226    N583JB     361    LGA  PBI     141.0      1035  11.0     4.0  \n",
+       "8236    N829AS    5736    LGA  IAD      52.0       229  11.0    14.0  \n",
+       "8239    N517MQ    3695    EWR  ORD     111.0       719  11.0    21.0  \n",
+       "8320    N515MQ    4601    LGA  BNA     105.0       764  13.0     5.0  \n",
+       "8370    N593JB     373    LGA  FLL     144.0      1076  14.0     6.0  \n",
+       "8411    N267JB     525    EWR  MCO     130.0       937  14.0    54.0  \n",
+       "8457    N419UA     544    LGA  ORD     123.0       733  15.0    25.0  \n",
+       "8484    N657JB     153    JFK  MCO     134.0       944  15.0    55.0  \n",
+       "8504    N526UA     407    EWR  DEN     223.0      1605  16.0     4.0  \n",
+       "8568    N931XJ    3427    JFK  IND     108.0       665  17.0     8.0  \n",
+       "8570    N13964    3820    EWR  SDF     105.0       642  17.0    10.0  \n",
+       "8625    N14148    4271    EWR  ALB      32.0       143  18.0     1.0  \n",
+       "8655    N3JPAA    1790    JFK  BOS      46.0       187  18.0    27.0  \n",
+       "8761    N3ECAA     269    JFK  SEA     323.0      2422  20.0     6.0  \n",
+       "8810    N75435    1178    EWR  IAH     197.0      1400  21.0    37.0  \n",
+       "8815    N3BUAA    1762    JFK  BOS      36.0       187  21.0    50.0  \n",
+       "8826    N17169    4119    EWR  RIC      47.0       277  22.0    49.0  \n",
+       "9089    N16561    4691    EWR  DAY      90.0       533   9.0    26.0  \n",
+       "9154    N510UA     397    JFK  SFO     337.0      2586  10.0    47.0  \n",
+       "9261    N509MQ    3737    EWR  ORD     116.0       719  13.0    10.0  \n",
+       "9270    N539MQ    3792    JFK  DCA      60.0       213  13.0    22.0  \n",
+       "9306    N281JB      32    JFK  ROC      56.0       264  14.0    11.0  \n",
+       "9380    N723MQ    4491    LGA  CLE      73.0       419  15.0    23.0  \n",
+       "9433    N522AA     883    EWR  DFW     204.0      1372  16.0    10.0  \n",
+       "9438    N645MQ    4172    JFK  CLE      79.0       425  16.0    14.0  \n",
+       "9497    N539MQ    3823    JFK  DCA      48.0       213  16.0    58.0  \n",
+       "9579    N553UA     315    EWR  MCO     127.0       937  18.0    26.0  \n",
+       "9591    N594JB     185    JFK  SAN     348.0      2446  18.0    42.0  \n",
+       "9618    N228JB    1111    JFK  RDU      74.0       427  19.0     0.0  \n",
+       "9621    N976DL    1508    JFK  RSW     158.0      1074  19.0     2.0  \n",
+       "9676    N826AY    4277    JFK  ORF      51.0       290  20.0    11.0  \n",
+       "9683    N17185    4131    EWR  RIC      54.0       277  20.0    30.0  \n",
+       "9687    N447WN     981    LGA  MKE     120.0       738  20.0    34.0  \n",
+       "9696    N539MQ    3783    JFK  CMH      72.0       483  20.0    41.0  \n",
+       "9715    N11565    4133    EWR  GSP      95.0       594  21.0     8.0  \n",
+       "9716    N621AA    1613    JFK  SJU     188.0      1598  21.0    14.0  \n",
+       "9724    N3DPAA     791    LGA  DFW     205.0      1389  21.0    25.0  \n",
+       "9731    N286WN     408    LGA  BNA     115.0       764  21.0    36.0  \n",
+       "9732    N13124    4397    EWR  MCI     169.0      1092  21.0    41.0  \n",
+       "9733    N18557    3833    EWR  STL     140.0       872  21.0    43.0  \n",
+       "9739    N21537    3822    EWR  TYS      94.0       631  21.0    57.0  \n",
+       "9750    N87531    1066    EWR  BOS      45.0       200  23.0     4.0  \n",
+       "9956    N337JB    1051    JFK  PIT      71.0       340   9.0    17.0  \n",
+       "10068   N3ESAA    1623    EWR  MIA     138.0      1085  12.0    42.0  \n",
+       "10090   N818MQ    4425    JFK  DCA      51.0       213  13.0     4.0  \n",
+       "10122   N304JB    1006    JFK  BOS      42.0       187  13.0    53.0  \n",
+       "10131   N760EV    4950    EWR  ATL     102.0       746  14.0    18.0  \n",
+       "10213   N645MQ    4172    JFK  CLE      75.0       425  15.0    55.0  \n",
+       "10258   N633MQ    4309    JFK  IND     108.0       665  16.0    34.0  \n",
+       "10273   N926XJ    3523    JFK  ORD     124.0       740  16.0    56.0  \n",
+       "10285   N982DL    2139    LGA  MIA     141.0      1096  17.0     6.0  \n",
+       "10324   N766JB     537    EWR  TPA     139.0       997  17.0    55.0  \n",
+       "10334   N346JB     525    EWR  MCO     125.0       937  18.0    12.0  \n",
+       "10365   N5ELAA     575    JFK  EGE     257.0      1747  18.0    54.0  \n",
+       "10396   N919XJ    3369    JFK  MSY     165.0      1182  19.0    53.0  \n",
+       "10408   N475UA     527    EWR  DFW     215.0      1372  20.0    19.0  \n",
+       "10452   N206JB      22    JFK  SYR      41.0       209   0.0     1.0  \n",
+       "10454   N281JB    1069    JFK  AUS     243.0      1521   0.0     3.0  \n",
+       "10455   N595JB      11    JFK  FLL     144.0      1069   0.0    10.0  \n",
+       "10457   N192JB     104    JFK  BUF      55.0       301   0.0    48.0  \n",
+       "10458   N629JB     112    JFK  BUF      53.0       301   0.0    52.0  \n",
+       "10459   N634JB     128    JFK  BTV      46.0       266   1.0     8.0  \n",
+       "10460   N552JB     801    JFK  FLL     143.0      1069   1.0    15.0  \n",
+       "10517   N558JB     709    JFK  SJU     188.0      1598   7.0    19.0  \n",
+       "10522   N5DNAA    1141    JFK  MIA     144.0      1089   7.0    24.0  \n",
+       "10529   N505UA     691    JFK  SFO     341.0      2586   7.0    32.0  \n",
+       "10551   N570JB     102    JFK  BUF      54.0       301   7.0    59.0  \n",
+       "10708   N699DL     301    JFK  SJU     229.0      1598  11.0    21.0  \n",
+       "10759   N504UA     565    EWR  LAS     297.0      2227  12.0    35.0  \n",
+       "10827   N536JB     133    JFK  RSW     151.0      1074  14.0     2.0  \n",
+       "10830   N14120    1000    EWR  MCO     140.0       937  14.0     5.0  \n",
+       "10835   N961AT     348    LGA  ATL     116.0       762  14.0    16.0  \n",
+       "10889   N949UW    2130    LGA  BOS      43.0       184  15.0    16.0  \n",
+       "10890   N8775A    3638    JFK  PHL      43.0        94  15.0    17.0  \n",
+       "10919   N14923    3832    EWR  DCA      53.0       199  15.0    46.0  \n",
+       "10927   N440UA     275    LGA  IAH     241.0      1416  15.0    51.0  \n",
+       "10931   N14180    4181    EWR  MCI     181.0      1092  15.0    55.0  \n",
+       "10956   N15572    4571    EWR  PWM      65.0       284  16.0    23.0  \n",
+       "10992   N13989    4581    EWR  MKE     124.0       725  16.0    58.0  \n",
+       "10994   N10575    4381    EWR  DTW     104.0       488  17.0     0.0  \n",
+       "11004   N937XJ    3453    JFK  BOS      45.0       187  17.0    10.0  \n",
+       "11012   N668DN    1773    JFK  SLC     283.0      1990  17.0    19.0  \n",
+       "11014   N12166    4271    EWR  ALB      45.0       143  17.0    21.0  \n",
+       "11015   N14219    1200    EWR  SAN     352.0      2425  17.0    21.0  \n",
+       "11018   N14977    4326    EWR  CLT      92.0       529  17.0    26.0  \n",
+       "11027   N505JB     985    LGA  TPA     150.0      1010  17.0    34.0  \n",
+       "11028   N769SW    4215    EWR  MDW     120.0       711  17.0    37.0  \n",
+       "11041   N266JB    1085    JFK  CLT      86.0       541  17.0    45.0  \n",
+       "11047   N307JB    1176    EWR  BOS      40.0       200  17.0    49.0  \n",
+       "11049   N904XJ    3387    JFK  RDU      68.0       427  17.0    51.0  \n",
+       "11053   N3AEMQ    3695    EWR  ORD     125.0       719  17.0    57.0  \n",
+       "11058   N14902    4702    EWR  GSO      73.0       445  18.0     4.0  \n",
+       "11062   N14542    4705    EWR  ATL     121.0       746  18.0     7.0  \n",
+       "11063   N322NB     269    JFK  ATL     116.0       760  18.0     9.0  \n",
+       "11071   N3FJAA     695    JFK  AUS     272.0      1521  18.0    15.0  \n",
+       "11078   N15983    4202    EWR  STL     150.0       872  18.0    24.0  \n",
+       "11080   N13913    4299    EWR  DCA      43.0       199  18.0    26.0  \n",
+       "11082   N203JB      15    JFK  FLL     146.0      1069  18.0    27.0  \n",
+       "11084   N901WN     440    EWR  STL     150.0       872  18.0    28.0  \n",
+       "11093   N703JB      74    JFK  BTV      43.0       266  18.0    40.0  \n",
+       "11094   N303DQ    2042    EWR  ATL     107.0       746  18.0    40.0  \n",
+       "11095   N5CFAA    1999    EWR  MIA     145.0      1085  18.0    44.0  \n",
+       "11097   N14203    4092    EWR  DAY      84.0       533  18.0    46.0  \n",
+       "11113   N19966    4316    EWR  BWI      38.0       169  18.0    57.0  \n",
+       "11120   N618JB     547    EWR  PBI     138.0      1023  19.0     2.0  \n",
+       "11123   N283JB    1111    JFK  RDU      73.0       427  19.0     5.0  \n",
+       "11128   N11535    4411    EWR  MEM       NaN       946  19.0     7.0  \n",
+       "11136   N17560    4323    EWR  CVG     105.0       569  19.0    19.0  \n",
+       "11144   N625JB     509    EWR  FLL     144.0      1065  19.0    29.0  \n",
+       "11146   N480UA     593    EWR  SNA     336.0      2434  19.0    32.0  \n",
+       "11148   N15980    4300    EWR  RIC      51.0       277  19.0    36.0  \n",
+       "11150   N824AY    3716    EWR  DTW      86.0       488  19.0    39.0  \n",
+       "11151   N14179    4382    EWR  DTW      86.0       488  19.0    40.0  \n",
+       "11152   N12921    4485    EWR  RDU      72.0       416  19.0    40.0  \n",
+       "11153   N751EV    5054    EWR  MSP     151.0      1008  19.0    47.0  \n",
+       "11163   N16571    4437    EWR  CAE      98.0       602  19.0    58.0  \n",
+       "11166   N23139    4520    EWR  PWM      45.0       284  20.0     1.0  \n",
+       "11171   N478UA     347    EWR  LAS     308.0      2227  20.0    16.0  \n",
+       "11173   N8775A    4277    JFK  ORF      50.0       290  20.0    20.0  \n",
+       "11174   N73259    1637    EWR  TPA     149.0       997  20.0    21.0  \n",
+       "11176   N827AS    5714    JFK  IAD      44.0       228  20.0    22.0  \n",
+       "11177   N16987    4131    EWR  RIC      55.0       277  20.0    22.0  \n",
+       "11179   N15572    4627    EWR  CLT      94.0       529  20.0    26.0  \n",
+       "11180   N916XJ    3369    JFK  MSY     193.0      1182  20.0    26.0  \n",
+       "11184   N913XJ    3525    JFK  ORD     124.0       740  20.0    33.0  \n",
+       "11187   N4XWAA    2075    EWR  DFW     222.0      1372  20.0    38.0  \n",
+       "11189   N11191    4204    EWR  OKC       NaN      1325  20.0    42.0  \n",
+       "11192   N14117    4085    EWR  OMA     187.0      1134  20.0    45.0  \n",
+       "11193   N13988    4227    EWR  GRR      94.0       605  20.0    47.0  \n",
+       "11194   N13965    4191    EWR  BNA     125.0       748  20.0    48.0  \n",
+       "11195   N604LR    3373    JFK  RDU      72.0       427  20.0    48.0  \n",
+       "11196   N705JB      91    JFK  OAK     346.0      2576  20.0    49.0  \n",
+       "11197   N14143    4412    EWR  BUF      49.0       282  20.0    50.0  \n",
+       "11198   N15574    4108    EWR  IAD      45.0       212  20.0    52.0  \n",
+       "11202   N934DL    2139    LGA  MIA     144.0      1096  21.0     2.0  \n",
+       "11206   N271LV     633    EWR  MDW     116.0       711  21.0    11.0  \n",
+       "11207   N936XJ    3320    JFK  BUF      56.0       301  21.0    12.0  \n",
+       "11208   N652SW     808    EWR  BWI      39.0       169  21.0    15.0  \n",
+       "11209   N8847A    3798    JFK  CLT      90.0       541  21.0    18.0  \n",
+       "11211   N929XJ    3439    JFK  CVG     100.0       589  21.0    24.0  \n",
+       "11219   N718TW      87    JFK  LAX     346.0      2475  21.0    34.0  \n",
+       "11223   N13992    4133    EWR  GSP      98.0       594  21.0    45.0  \n",
+       "11224   N656JB      21    JFK  TPA     147.0      1005  21.0    45.0  \n",
+       "11225   N14923    4312    EWR  DCA      48.0       199  21.0    46.0  \n",
+       "11229   N635VA     415    JFK  LAX     355.0      2475  21.0    53.0  \n",
+       "11231   N78448    1578    EWR  MIA     145.0      1085  21.0    57.0  \n",
+       "11232   N16546    3833    EWR  STL     153.0       872  21.0    58.0  \n",
+       "11233   N5DTAA    1613    JFK  SJU     190.0      1598  21.0    58.0  \n",
+       "11235   N510UA     771    JFK  LAX     334.0      2475  22.0     1.0  \n",
+       "11238   N709TW    2363    JFK  LAX     339.0      2475  22.0    14.0  \n",
+       "11239   N566JB     527    EWR  MCO     134.0       937  22.0    15.0  \n",
+       "11240   N10156    4695    EWR  MHT      39.0       209  22.0    21.0  \n",
+       "11241   N525MQ    3744    EWR  ORD     115.0       719  22.0    22.0  \n",
+       "11242   N11548    3819    EWR  SDF     114.0       642  22.0    24.0  \n",
+       "11244   N806JB     677    JFK  LAX     350.0      2475  22.0    28.0  \n",
+       "11247   N13913    4224    EWR  MKE     126.0       725  22.0    41.0  \n",
+       "11249   N16963    4619    EWR  PHL      31.0        80  22.0    43.0  \n",
+       "11250   N14186    4119    EWR  RIC      51.0       277  22.0    43.0  \n",
+       "11251   N3EPAA    1787    JFK  TPA     154.0      1005  22.0    48.0  \n",
+       "11253   N10575    3822    EWR  TYS     102.0       631  22.0    52.0  \n",
+       "11254   N14188    4543    EWR  DSM     163.0      1017  22.0    59.0  \n",
+       "11255   N37281    1071    EWR  BQN     190.0      1585  23.0     0.0  \n",
+       "11256   N8659B    4033    LGA  TYS     105.0       647  23.0    11.0  \n",
+       "11257   N14203    4348    EWR  MSP     153.0      1008  23.0    16.0  \n",
+       "11258   N16918    4162    EWR  BTV      47.0       266  23.0    27.0  \n",
+       "11259   N14568    4322    EWR  PWM      46.0       284  23.0    29.0  \n",
+       "11261   N334JB     608    JFK  PWM      42.0       273  23.0    54.0  \n",
+       "11262   N239JB     115    JFK  MSY     187.0      1182  23.0    58.0  \n",
+       "11263   N337JB     701    JFK  SJU     189.0      1598  23.0    59.0  \n",
+       "11474   N727TW     763    JFK  LAX     351.0      2475   8.0    35.0  \n",
+       "11542   N918XJ    3538    JFK  MSP     161.0      1029   9.0    46.0  \n",
+       "11568   N5BSAA     647    JFK  MIA     150.0      1089  10.0    11.0  \n",
+       "11571   N617DL    1747    LGA  ATL     122.0       762  10.0    14.0  \n",
+       "11579   N827AS    5716    JFK  IAD      52.0       228  10.0    26.0  \n",
+       "11583   N76288    1626    EWR  SAN     354.0      2425  10.0    32.0  \n",
+       "11622   N856MQ    4418    JFK  DCA      51.0       213  11.0    23.0  \n",
+       "11664   N16541    4250    EWR  IND     124.0       645  12.0    21.0  \n",
+       "11724   N719MQ    4431    LGA  RDU      72.0       431  13.0    39.0  \n",
+       "11768   N856MQ    4404    JFK  RDU      75.0       427  14.0    37.0  \n",
+       "11838   N724EV    5164    EWR  MSP     162.0      1008  15.0    35.0  \n",
+       "11854   N722TW    2126    JFK  SFO     347.0      2586  15.0    51.0  \n",
+       "11887   N579UA     407    EWR  DEN     253.0      1605  16.0    16.0  \n",
+       "11928   N934XJ    3452    JFK  BOS      40.0       187  16.0    52.0  \n",
+       "11987   N719MQ    4540    LGA  DTW      97.0       502  17.0    41.0  \n",
+       "12011   N542UW      35    JFK  PHX     332.0      2153  18.0     3.0  \n",
+       "12091   N600LR    3424    JFK  DTW      93.0       509  19.0    20.0  \n",
+       "12157   N14179    4543    EWR  DSM     181.0      1017  20.0    46.0  \n",
+       "12171   N934XJ    3373    JFK  RDU      74.0       427  21.0     0.0  \n",
+       "12174   N3GGAA    1787    JFK  TPA     155.0      1005  21.0    16.0  \n",
+       "12195   N370NW     706    JFK  AUS     243.0      1521  22.0    29.0  \n",
+       "12202   N8623A    3899    JFK  CLE      79.0       425  22.0    51.0  \n",
+       "12203   N626VA      29    JFK  SFO     351.0      2586  23.0     1.0  \n",
+       "12454   N403UA     421    EWR  SFO     338.0      2565   9.0    25.0  \n",
+       "12459   N16149    4530    EWR  OMA     210.0      1134   9.0    35.0  \n",
+       "12461   N325NB    2143    JFK  MIA     162.0      1089   9.0    37.0  \n",
+       "12555   N991DL    1903    LGA  SRQ     163.0      1047  11.0    44.0  \n",
+       "12587   N578UA     368    EWR  LAS     304.0      2227  12.0    40.0  \n",
+       "12613   N24706    1461    EWR  IAH     222.0      1400  13.0     4.0  \n",
+       "12623   N519AA     743    LGA  DFW     250.0      1389  13.0    17.0  \n",
+       "12688   N568JB     505    EWR  FLL     154.0      1065  14.0    50.0  \n",
+       "12751   N614QX    5164    EWR  MSP     166.0      1008  15.0    48.0  \n",
+       "12777   N819UA     337    LGA  IAH     242.0      1416  16.0     3.0  \n",
+       "12789   N846MQ    4447    LGA  RDU      86.0       431  16.0    14.0  \n",
+       "12837   N645JB     537    EWR  TPA     155.0       997  16.0    59.0  \n",
+       "12937   N843UA     627    EWR  ORD     133.0       719  18.0    38.0  \n",
+       "12953   N713EV    4997    EWR  DTW      93.0       488  18.0    52.0  \n",
+       "12965   N3DUAA     695    JFK  AUS     242.0      1521  19.0     0.0  \n",
+       "13004   N5EGAA     575    JFK  EGE     265.0      1747  19.0    47.0  \n",
+       "13065   N853UA     754    EWR  TPA     150.0       997  21.0    11.0  \n",
+       "13077   N636JB     677    JFK  LAX     344.0      2475  22.0     2.0  \n",
+       "13083   N656JB     383    LGA  FLL     154.0      1076  22.0    50.0  \n",
+       "13102   N504MQ    4660    LGA  BNA     121.0       764   0.0     2.0  \n",
+       "13103   N16987    4536    EWR  CVG     111.0       569   0.0     3.0  \n",
+       "13146   N456UA     479    EWR  IAH     217.0      1400   6.0    36.0  \n",
+       "13157   N27733    1251    LGA  IAH     226.0      1416   6.0    49.0  \n",
+       "13271   N73291    1607    LGA  IAH     218.0      1416   8.0    40.0  \n",
+       "13295   N16546    4099    EWR  STL     169.0       872   9.0     3.0  \n",
+       "13301   N506UA     311    LGA  DEN     239.0      1620   9.0     8.0  \n",
+       "13330   N12195    4530    EWR  OMA     198.0      1134   9.0    32.0  \n",
+       "13331   N14573    4693    EWR  MHT      38.0       209   9.0    34.0  \n",
+       "13335   N15983    4233    EWR  BTV      45.0       266   9.0    37.0  \n",
+       "13339   N24211    1142    EWR  BOS      33.0       200   9.0    43.0  \n",
+       "13342   N508JB     717    JFK  SJU     199.0      1598   9.0    50.0  \n",
+       "13352   N17159    4537    EWR  MEM     175.0       946   9.0    59.0  \n",
+       "13357   N816UA     385    EWR  ORD     134.0       719  10.0     2.0  \n",
+       "13358   N17138    4185    EWR  DTW      99.0       488  10.0     4.0  \n",
+       "13369   N347NB     269    JFK  ATL     129.0       760  10.0    18.0  \n",
+       "13374   N11539    4711    EWR  STL     169.0       872  10.0    25.0  \n",
+       "13392   N249JB     600    JFK  PWM      40.0       273  10.0    58.0  \n",
+       "13400   N491UA     720    EWR  FLL     179.0      1065  11.0    15.0  \n",
+       "13404   N16981    4445    EWR  IND     131.0       645  11.0    19.0  \n",
+       "13406   N475AA     721    LGA  DFW     247.0      1389  11.0    21.0  \n",
+       "13431   N33203    1515    EWR  SEA     365.0      2402  11.0    51.0  \n",
+       "13436   N8976E    3667    JFK  PHL      35.0        94  11.0    59.0  \n",
+       "13449   N829AS    5736    LGA  IAD      49.0       229  12.0    14.0  \n",
+       "13456   N12218    1047    EWR  BOS      34.0       200  12.0    23.0  \n",
+       "13464   N667UA     575    EWR  IAH     224.0      1400  12.0    39.0  \n",
+       "13468   N806JB     673    JFK  LAX     346.0      2475  12.0    45.0  \n",
+       "13469   N766JB     133    JFK  RSW     170.0      1074  12.0    45.0  \n",
+       "13477   N760EV    5026    EWR  DTW      96.0       488  12.0    56.0  \n",
+       "13518   N15983    3826    EWR  ATL     133.0       746  13.0    48.0  \n",
+       "13527   N87531    1000    EWR  MIA     167.0      1085  13.0    58.0  \n",
+       "13541   N12564    4641    EWR  CLT     107.0       529  14.0    19.0  \n",
+       "13550   N39461    1250    EWR  IAH     223.0      1400  14.0    29.0  \n",
+       "13559   N11192    4628    EWR  STL     163.0       872  14.0    44.0  \n",
+       "13571   N3HMAA    1850    JFK  BOS      38.0       187  14.0    54.0  \n",
+       "13587   N16546    4171    EWR  MSN     156.0       799  15.0    11.0  \n",
+       "13589   N397SW     348    LGA  MDW     129.0       725  15.0    13.0  \n",
+       "13608   N579JB     377    LGA  FLL     165.0      1076  15.0    38.0  \n",
+       "13613   N14153    4181    EWR  MCI     192.0      1092  15.0    47.0  \n",
+       "13639   N711ZX     963    JFK  LAX     363.0      2475  16.0     8.0  \n",
+       "13644   N922MQ    4309    JFK  IND     129.0       665  16.0    12.0  \n",
+       "13654   N661JB     517    EWR  MCO     144.0       937  16.0    22.0  \n",
+       "13655   N184JB      12    JFK  SYR      53.0       209  16.0    22.0  \n",
+       "13690   N15710    1710    LGA  CLE      77.0       419  17.0     1.0  \n",
+       "13702   N3FAAA     565    JFK  DFW     226.0      1391  17.0    15.0  \n",
+       "13710   N298WN     161    EWR  DEN     260.0      1605  17.0    19.0  \n",
+       "13713   N15572    4299    EWR  DCA      49.0       199  17.0    22.0  \n",
+       "13727   N646JB     369    LGA  PBI     155.0      1035  17.0    33.0  \n",
+       "13731   N8646A    3719    LGA  RIC      63.0       292  17.0    41.0  \n",
+       "13737   N17984    4702    EWR  GSO      90.0       445  17.0    49.0  \n",
+       "13743   N753EV    4997    EWR  DTW      93.0       488  17.0    57.0  \n",
+       "13759   N635SW     440    EWR  STL     160.0       872  18.0    15.0  \n",
+       "13761   N16976    4411    EWR  MEM     171.0       946  18.0    20.0  \n",
+       "13764   N5CGAA    1999    EWR  MIA     154.0      1085  18.0    23.0  \n",
+       "13765   N789JB     393    LGA  MCO     152.0       950  18.0    23.0  \n",
+       "13771   N8794B    4357    JFK  ORF      55.0       290  18.0    28.0  \n",
+       "13772   N1EAMQ    3695    EWR  ORD     145.0       719  18.0    28.0  \n",
+       "13781   N14907    4202    EWR  STL     169.0       872  18.0    40.0  \n",
+       "13786   N306DQ    2042    EWR  ATL     125.0       746  18.0    45.0  \n",
+       "13790   N14902    4316    EWR  BWI      39.0       169  18.0    49.0  \n",
+       "13799   N17560    4373    EWR  DCA      46.0       199  18.0    57.0  \n",
+       "13800   N3GYAA     145    JFK  SAN     337.0      2446  18.0    57.0  \n",
+       "13805   N27724    1221    EWR  DFW     211.0      1372  19.0     4.0  \n",
+       "13814   N820AY    4178    JFK  ROC      52.0       264  19.0    14.0  \n",
+       "13817   N907XJ    3427    JFK  IND     124.0       665  19.0    17.0  \n",
+       "13821   N14186    4271    EWR  ALB      30.0       143  19.0    19.0  \n",
+       "13824   N13964    4300    EWR  RIC      57.0       277  19.0    22.0  \n",
+       "13828   N526MQ    4626    LGA  CMH      89.0       479  19.0    29.0  \n",
+       "13830   N530MQ    4674    LGA  CLE      77.0       419  19.0    31.0  \n",
+       "13831   N15555    4520    EWR  PWM      48.0       284  19.0    32.0  \n",
+       "13837   N3EWAA     269    JFK  SEA     371.0      2422  19.0    38.0  \n",
+       "13840   N25705    1139    EWR  ORD     124.0       719  19.0    38.0  \n",
+       "13842   N931XJ    3355    JFK  MSP     179.0      1029  19.0    41.0  \n",
+       "13843   N725MQ    4413    LGA  XNA     199.0      1147  19.0    41.0  \n",
+       "13852   N760EV    5203    EWR  DTW      87.0       488  19.0    58.0  \n",
+       "13859   N723MQ    4517    LGA  CRW      88.0       444  20.0     3.0  \n",
+       "13861   N932XJ    3375    JFK  SAT       NaN      1587  20.0     6.0  \n",
+       "13862   N11539    4382    EWR  DTW     104.0       488  20.0     7.0  \n",
+       "13865   N301DQ     926    EWR  ATL     121.0       746  20.0    10.0  \n",
+       "13866   N443UA     691    LGA  ORD     128.0       733  20.0    10.0  \n",
+       "13869   N920XJ    3393    JFK  DCA      51.0       213  20.0    13.0  \n",
+       "13873   N14570    4323    EWR  CVG     116.0       569  20.0    19.0  \n",
+       "13886   N8933B    3899    JFK  CLE      89.0       425  20.0    42.0  \n",
+       "13889   N925XJ    3459    JFK  BNA     142.0       765  20.0    46.0  \n",
+       "13890   N659JB     527    EWR  MCO     141.0       937  20.0    48.0  \n",
+       "13893   N3CKAA     695    JFK  AUS     239.0      1521  20.0    57.0  \n",
+       "13895   N14977    4131    EWR  RIC      59.0       277  21.0     1.0  \n",
+       "13896   N929XJ    3368    JFK  PIT      77.0       340  21.0     1.0  \n",
+       "13899   N913XJ    3369    JFK  MSY     188.0      1182  21.0    11.0  \n",
+       "13900   N918XJ    3542    JFK  MSP     173.0      1029  21.0    13.0  \n",
+       "13901   N26545    4175    EWR  CLT     100.0       529  21.0    14.0  \n",
+       "13902   N10156    4204    EWR  OKC     215.0      1325  21.0    14.0  \n",
+       "13903   N15572    4106    EWR  GSO      80.0       445  21.0    15.0  \n",
+       "13904   N11565    4108    EWR  IAD      50.0       212  21.0    15.0  \n",
+       "13905   N3BUAA    1709    LGA  MIA     164.0      1096  21.0    15.0  \n",
+       "13908   N17115    4412    EWR  BUF      61.0       282  21.0    25.0  \n",
+       "13909   N11119    4397    EWR  MCI     185.0      1092  21.0    25.0  \n",
+       "13911   N13994    3274    LGA  CLE      77.0       419  21.0    26.0  \n",
+       "13912   N922XJ    3373    JFK  RDU      74.0       427  21.0    29.0  \n",
+       "13913   N495UA     695    LGA  ORD     128.0       733  21.0    29.0  \n",
+       "13920   N633JB     381    LGA  FLL     159.0      1076  21.0    41.0  \n",
+       "13922   N8943A    4091    JFK  BWI      43.0       184  21.0    50.0  \n",
+       "13924   N15980    4133    EWR  GSP     109.0       594  21.0    51.0  \n",
+       "13925   N846MQ    4555    LGA  CMH      94.0       479  21.0    52.0  \n",
+       "13926   N877AS    5693    LGA  IAD      47.0       229  21.0    56.0  \n",
+       "13927   N589JB    1178    EWR  BOS      43.0       200  22.0     1.0  \n",
+       "13929   N713MQ    4507    LGA  RDU      77.0       431  22.0    14.0  \n",
+       "13930   N8794B    3798    JFK  CLT     105.0       541  22.0    20.0  \n",
+       "13931   N503JB     399    LGA  MCO     144.0       950  22.0    22.0  \n",
+       "13932   N11548    4695    EWR  MHT      36.0       209  22.0    23.0  \n",
+       "13933   N11192    4348    EWR  MSP     180.0      1008  22.0    26.0  \n",
+       "13934   N3FXAA    1762    JFK  BOS      41.0       187  22.0    28.0  \n",
+       "13935   N936XJ    3320    JFK  BUF      67.0       301  22.0    32.0  \n",
+       "13936   N13550    4088    EWR  DCA      48.0       199  22.0    38.0  \n",
+       "13937   N13908    4224    EWR  MKE     134.0       725  22.0    39.0  \n",
+       "13938   N283WN     530    LGA  MDW     136.0       725  22.0    39.0  \n",
+       "13939   N8694A    3609    JFK  PHL      26.0        94  22.0    41.0  \n",
+       "13940   N8982A    4033    LGA  TYS     113.0       647  22.0    41.0  \n",
+       "13941   N15910    5683    EWR  BNA     139.0       748  22.0    42.0  \n",
+       "13942   N26549    4404    EWR  PVD      34.0       160  22.0    45.0  \n",
+       "13944   N14186    4119    EWR  RIC      57.0       277  22.0    48.0  \n",
+       "13945   N602LR    3525    JFK  ORD     134.0       740  22.0    51.0  \n",
+       "13946   N14953    3833    EWR  STL     159.0       872  22.0    54.0  \n",
+       "13947   N737MQ    4573    LGA  DTW     103.0       502  22.0    56.0  \n",
+       "13950   N19554    4162    EWR  BTV      45.0       266  23.0     5.0  \n",
+       "13953   N16919    4322    EWR  PWM      43.0       284  23.0    18.0  \n",
+       "13954   N634JB     383    LGA  FLL     152.0      1076  23.0    22.0  \n",
+       "14110   N371CA    4941    EWR  MSP     172.0      1008   7.0    23.0  \n",
+       "14140   N11547    4424    EWR  RDU      85.0       416   7.0    56.0  \n",
+       "14143   N752EV    4911    EWR  DTW      94.0       488   8.0     1.0  \n",
+       "14151   N11535    4241    EWR  DCA      50.0       199   8.0     6.0  \n",
+       "14178   N3JDAA     707    LGA  DFW     204.0      1389   8.0    23.0  \n",
+       "14276   N14953    4409    EWR  RIC      60.0       277   9.0    54.0  \n",
+       "14292   N3HEAA     717    LGA  DFW     203.0      1389  10.0    10.0  \n",
+       "14293   N5DCAA    1895    EWR  MIA     152.0      1085  10.0    12.0  \n",
+       "14298   N11565    6055    LGA  IAD      54.0       229  10.0    19.0  \n",
+       "14333   N11535    4250    EWR  IND     122.0       645  11.0     9.0  \n",
+       "14341   N544AA     731    LGA  DFW     210.0      1389  11.0    24.0  \n",
+       "14348   N319AA     443    JFK  MIA     154.0      1089  11.0    30.0  \n",
+       "14443   N14953    4640    EWR  DAY     102.0       533  13.0    38.0  \n",
+       "14448   N14171    4671    EWR  RDU      84.0       416  13.0    43.0  \n",
+       "14455   N12922    3826    EWR  ATL     139.0       746  13.0    50.0  \n",
+       "14478   N14907    4231    EWR  IAD      54.0       212  14.0    24.0  \n",
+       "14487   N13970    4368    EWR  BDL      26.0       116  14.0    33.0  \n",
+       "14524   N13965    4434    EWR  MHT      37.0       209  15.0     2.0  \n",
+       "14604   N533UA     315    EWR  MCO     156.0       937  16.0    22.0  \n",
+       "14612   N15572    4571    EWR  PWM      44.0       284  16.0    29.0  \n",
+       "14651   N8458A    3635    JFK  BWI      39.0       184  17.0     3.0  \n",
+       "14670   N21537    4271    EWR  ALB      34.0       143  17.0    22.0  \n",
+       "14686   N915XJ    3523    JFK  ORD     132.0       740  17.0    40.0  \n",
+       "14694   N13970    4299    EWR  DCA      52.0       199  17.0    48.0  \n",
+       "14701   N600LR    3355    JFK  MSP     160.0      1029  17.0    50.0  \n",
+       "14702   N3AEMQ    4622    LGA  BNA     120.0       764  17.0    50.0  \n",
+       "14704   N15986    4581    EWR  MKE     128.0       725  17.0    52.0  \n",
+       "14719   N907DL    1508    JFK  RSW     173.0      1074  18.0     8.0  \n",
+       "14734   N10156    4092    EWR  DAY      96.0       533  18.0    22.0  \n",
+       "14735   N14959    4373    EWR  DCA      53.0       199  18.0    23.0  \n",
+       "14740   N14953    4323    EWR  CVG     109.0       569  18.0    26.0  \n",
+       "14752   N12145    4480    EWR  PIT      64.0       319  18.0    33.0  \n",
+       "14754   N510MJ    3750    LGA  IAD      54.0       229  18.0    33.0  \n",
+       "14787   N14542    4382    EWR  DTW      98.0       488  19.0    10.0  \n",
+       "14791   N14174    4397    EWR  MCI     172.0      1092  19.0    15.0  \n",
+       "14797   N8794B    4027    EWR  CVG      99.0       569  19.0    19.0  \n",
+       "14837   N13553    4410    EWR  CAE     116.0       602  20.0     4.0  \n",
+       "14844   N12122    4520    EWR  PWM      40.0       284  20.0    13.0  \n",
+       "14852   N8673D    4127    JFK  IAD      54.0       228  20.0    30.0  \n",
+       "14853   N13123    4543    EWR  DSM     168.0      1017  20.0    31.0  \n",
+       "14857   N11119    4131    EWR  RIC      65.0       277  20.0    35.0  \n",
+       "14860   N3CFAA     791    LGA  DFW     210.0      1389  20.0    41.0  \n",
+       "14864   N15572    4437    EWR  CLT     101.0       529  20.0    44.0  \n",
+       "14867   N14907    4108    EWR  IAD      54.0       212  20.0    49.0  \n",
+       "14880   N24103    4532    EWR  CHS     114.0       628  21.0     3.0  \n",
+       "14886   N13956    4227    EWR  GRR     107.0       605  21.0    16.0  \n",
+       "14893   N17984    4106    EWR  GSO      95.0       445  21.0    30.0  \n",
+       "14896   N13908    4133    EWR  GSP     107.0       594  21.0    35.0  \n",
+       "14902   N334JB     629    JFK  HOU     208.0      1428  21.0    50.0  \n",
+       "14906   N512UA     771    JFK  LAX     307.0      2475  21.0    58.0  \n",
+       "14907   N14959    4695    EWR  MHT      36.0       209  22.0     3.0  \n",
+       "14909   N11544    4412    EWR  BUF      55.0       282  22.0    31.0  \n",
+       "14918   N11535    3271    EWR  PHL      28.0        80  23.0    18.0  \n",
+       "15186   N605JB     181    JFK  SAN     335.0      2446   9.0    36.0  \n",
+       "15189   N12924    4388    EWR  JAX     135.0       820   9.0    45.0  \n",
+       "15197   N5FFAA     655    JFK  STT     200.0      1623   9.0    51.0  \n",
+       "15214   N322US    1885    LGA  MCO     136.0       950  10.0     5.0  \n",
+       "15252   N388HA      51    JFK  HNL     611.0      4983  11.0     3.0  \n",
+       "15298   N13553    4662    EWR  RDU      70.0       416  11.0    58.0  \n",
+       "15311   N3754A    1529    JFK  LAS     312.0      2248  12.0    20.0  \n",
+       "15322   N8683B    3961    LGA  GRR     110.0       618  12.0    43.0  \n",
+       "15357   N11119    3815    EWR  GSO      73.0       445  13.0    21.0  \n",
+       "15388   N228PQ    3694    EWR  DTW      84.0       488  14.0     9.0  \n",
+       "15406   N13566    4280    EWR  BWI      39.0       169  14.0    36.0  \n",
+       "15440   N439UA     385    EWR  IAH     203.0      1400  15.0     1.0  \n",
+       "15458   N15986    4641    EWR  CLT      92.0       529  15.0    18.0  \n",
+       "15493   N12924    4572    EWR  GSP      94.0       594  15.0    53.0  \n",
+       "15510   N17169    4687    EWR  CVG     102.0       569  16.0     2.0  \n",
+       "15513   N373DA    2043    JFK  ATL     112.0       760  16.0     3.0  \n",
+       "15514   N13553    4434    EWR  MHT      38.0       209  16.0     3.0  \n",
+       "15516   N13124    4571    EWR  PWM      45.0       284  16.0     4.0  \n",
+       "15545   N374AA      85    JFK  SFO     352.0      2586  16.0    43.0  \n",
+       "15582   N322US    1695    LGA  TPA     149.0      1010  17.0     6.0  \n",
+       "15595   N550AA    2223    LGA  STL     148.0       888  17.0    21.0  \n",
+       "15615   N16919    4299    EWR  DCA      43.0       199  17.0    41.0  \n",
+       "15640   N14148    4202    EWR  STL     137.0       872  18.0     4.0  \n",
+       "15661   N21129    4271    EWR  ALB      38.0       143  18.0    24.0  \n",
+       "15666   N3BPAA    1467    LGA  MIA     160.0      1096  18.0    27.0  \n",
+       "15672   N11164    4372    EWR  DCA      40.0       199  18.0    37.0  \n",
+       "15676   N5CRAA    1999    EWR  MIA     160.0      1085  18.0    40.0  \n",
+       "15720   N849UA     812    EWR  LAS     305.0      2227  19.0    18.0  \n",
+       "15734   N503UA     509    LGA  DEN     223.0      1620  19.0    30.0  \n",
+       "15741   N906XJ    3424    JFK  DTW      91.0       509  19.0    34.0  \n",
+       "15771   N11187    4131    EWR  RIC      50.0       277  20.0     7.0  \n",
+       "15773   N15986    4480    EWR  PIT      58.0       319  20.0    19.0  \n",
+       "15802   N17169    4536    EWR  CVG      92.0       569  20.0    56.0  \n",
+       "15809   N4WKAA    2075    EWR  DFW     198.0      1372  21.0     3.0  \n",
+       "15815   N16919    4224    EWR  MKE     122.0       725  21.0    19.0  \n",
+       "15824   N839UA     754    EWR  TPA     147.0       997  21.0    39.0  \n",
+       "15827   N918XJ    3314    JFK  JAX     122.0       828  21.0    51.0  \n",
+       "15832   N14916    4619    EWR  PHL      31.0        80  22.0    31.0  \n",
+       "15833   N584JB      11    JFK  FLL     152.0      1069  22.0    38.0  \n",
+       "15840   N11164    4397    EWR  MCI     167.0      1092  22.0    53.0  \n",
+       "15841   N611QX    5038    LGA  BHM     124.0       866  23.0    33.0  \n",
+       "15889   N442UA     785    EWR  IAH     196.0      1400   6.0    23.0  \n",
+       "16036   N265JB    1305    JFK  IAD      47.0       228   8.0    59.0  \n",
+       "16055   N12126    4498    EWR  MSP     163.0      1008   9.0    29.0  \n",
+       "16068   N29917    3812    EWR  BUF      59.0       282   9.0    48.0  \n",
+       "16093   N12122    4297    EWR  DTW      88.0       488  10.0    38.0  \n",
+       "16152   N67058    1120    EWR  SFO     351.0      2565  12.0    27.0  \n",
+       "16177   N14731    1461    EWR  IAH     193.0      1400  13.0     1.0  \n",
+       "16206   N510MQ    4601    LGA  BNA     114.0       764  13.0    45.0  \n",
+       "16235   N856MQ    4404    JFK  RDU      71.0       427  14.0    41.0  \n",
+       "16260   N724EV    5469    LGA  MEM     137.0       963  14.0    56.0  \n",
+       "16267   N316US    2079    LGA  FLL     153.0      1076  15.0     4.0  \n",
+       "16331   N519UA     501    EWR  MCO     137.0       937  16.0    21.0  \n",
+       "16332   N601MQ    4333    JFK  PIT      68.0       340  16.0    21.0  \n",
+       "16355   N8659B    4105    JFK  IAD      44.0       228  16.0    46.0  \n",
+       "16373   N340NB     935    EWR  ATL     113.0       746  17.0     5.0  \n",
+       "16395   N37700    1773    JFK  SLC     289.0      1990  17.0    32.0  \n",
+       "16435   N722TW      31    JFK  SFO     349.0      2586  18.0    33.0  \n",
+       "16438   N3DLAA    1351    JFK  ORD     130.0       740  18.0    45.0  \n",
+       "16458   N644JB     547    EWR  PBI     149.0      1023  19.0    17.0  \n",
+       "16466   N374AA     543    JFK  MIA     156.0      1089  19.0    30.0  \n",
+       "16480   N422UA     662    EWR  PDX       NaN      2434  19.0    55.0  \n",
+       "16497   N601XJ    3798    JFK  CLT      88.0       541  20.0    35.0  \n",
+       "16519   N8659B    3694    JFK  ROC      51.0       264  22.0    39.0  \n",
+       "16741   N16571    4140    EWR  ATL     123.0       746  10.0    24.0  \n",
+       "16755   N57864    1669    EWR  LAX     347.0      2454  10.0    53.0  \n",
+       "16767    N704X     120    JFK  LAX     323.0      2475  11.0     9.0  \n",
+       "17037   N13994    4326    EWR  CLT     101.0       529  16.0    36.0  \n",
+       "17039   N608QX    5469    LGA  MEM     155.0       963  16.0    36.0  \n",
+       "17079   N15980    3817    EWR  JAX     127.0       820  17.0    18.0  \n",
+       "17094   N349AA      85    JFK  SFO     376.0      2586  17.0    33.0  \n",
+       "17097   N579AA     341    LGA  ORD     132.0       733  17.0    36.0  \n",
+       "17116   N421UA     531    EWR  BOS      38.0       200  18.0     1.0  \n",
+       "17149   N725MQ    4479    LGA  RDU      73.0       431  18.0    31.0  \n",
+       "17150   N205FR     837    LGA  DEN     252.0      1620  18.0    33.0  \n",
+       "17173   N709JB     547    EWR  PBI     145.0      1023  18.0    58.0  \n",
+       "17181   N76523    1637    EWR  TPA     153.0       997  19.0     5.0  \n",
+       "17200   N820UA     593    EWR  SNA     349.0      2434  19.0    24.0  \n",
+       "17202   N5PBMQ    4626    LGA  CMH      83.0       479  19.0    25.0  \n",
+       "17207   N14952    4702    EWR  GSO      75.0       445  19.0    31.0  \n",
+       "17234   N13965    4627    EWR  CLT      89.0       529  20.0    11.0  \n",
+       "17237   N16149    4131    EWR  RIC      54.0       277  20.0    17.0  \n",
+       "17241   N12136    4085    EWR  OMA     193.0      1134  20.0    22.0  \n",
+       "17255   N365AA     543    JFK  MIA     151.0      1089  20.0    41.0  \n",
+       "17262   N29917    4373    EWR  DCA      46.0       199  20.0    49.0  \n",
+       "17272   N14558    4224    EWR  MKE     133.0       725  21.0    19.0  \n",
+       "17278   N11187    4204    EWR  OKC     221.0      1325  21.0    35.0  \n",
+       "17280   N444UA     602    LGA  IAH     213.0      1416  21.0    36.0  \n",
+       "17282   N13992    4309    EWR  ALB      34.0       143  21.0    39.0  \n",
+       "17285   N12166    4348    EWR  MSP     163.0      1008  21.0    50.0  \n",
+       "17286   N16571    4108    EWR  IAD      49.0       212  21.0    52.0  \n",
+       "17288   N11539    4191    EWR  BNA     135.0       748  21.0    54.0  \n",
+       "17289   N305AS       7    EWR  SEA     331.0      2402  21.0    57.0  \n",
+       "17291   N14993    3833    EWR  STL     156.0       872  22.0    13.0  \n",
+       "17293   N14117    4119    EWR  RIC      52.0       277  22.0    28.0  \n",
+       "17294   N589JB     529    EWR  MCO     142.0       937  22.0    34.0  \n",
+       "17300   N15980    3819    EWR  SDF     123.0       642  22.0    59.0  \n",
+       "17301   N12567    4519    EWR  BWI      37.0       169  23.0    10.0  \n",
+       "17302   N14977    4162    EWR  BTV      45.0       266  23.0    23.0  \n",
+       "17303   N14952    4698    EWR  DCA      44.0       199  23.0    23.0  \n",
+       "17305   N14177    4333    EWR  TUL     208.0      1215  23.0    47.0  \n",
+       "17307   N249JB      22    JFK  SYR      47.0       209  23.0    50.0  \n",
+       "17308   N608JB     515    EWR  FLL     151.0      1065  23.0    51.0  \n",
+       "17309   N29917    4645    EWR  JAX     130.0       820  23.0    56.0  \n",
+       "17519   N14573    4334    EWR  CMH      93.0       463   8.0    54.0  \n",
+       "17556   N15574    4691    EWR  DAY      96.0       533   9.0    24.0  \n",
+       "17574   N12552    4409    EWR  RIC      53.0       277   9.0    50.0  \n",
+       "17625   N17185    4099    EWR  STL     151.0       872  10.0    58.0  \n",
+       "17631   N11187    3815    EWR  GSO      75.0       445  11.0     4.0  \n",
+       "17640   N167US    1427    JFK  CLT      95.0       541  11.0    18.0  \n",
+       "17688   N826AS    5736    LGA  IAD      49.0       229  12.0    30.0  \n",
+       "17689   N522UA     328    LGA  DEN     230.0      1620  12.0    30.0  \n",
+       "17718   N329NB    1174    LGA  PBI     171.0      1035  13.0     2.0  \n",
+       "17719   N508MQ    4658    LGA  ATL     130.0       762  13.0     3.0  \n",
+       "17751   N12201    4298    EWR  MCI     189.0      1092  13.0    51.0  \n",
+       "17757   N12922    4090    EWR  JAX     143.0       820  13.0    56.0  \n",
+       "17792   N15574    4120    EWR  BUF      54.0       282  14.0    48.0  \n",
+       "17804   N16918    4171    EWR  MSN     131.0       799  14.0    53.0  \n",
+       "17819   N296JB     602    JFK  PWM      47.0       273  15.0     0.0  \n",
+       "17828   N406UA     385    EWR  IAH     219.0      1400  15.0    13.0  \n",
+       "17844   N710TW    2126    JFK  SFO     345.0      2586  15.0    31.0  \n",
+       "17859   N14573    3840    EWR  MEM     175.0       946  15.0    50.0  \n",
+       "17882   N14993    4687    EWR  CVG     118.0       569  16.0     2.0  \n",
+       "17893   N76265    1702    EWR  ORD     116.0       719  16.0    16.0  \n",
+       "17896   N78501    1579    EWR  MIA     169.0      1085  16.0    18.0  \n",
+       "17901   N13989    3817    EWR  JAX     133.0       820  16.0    22.0  \n",
+       "17904   N480WN     477    EWR  BWI      40.0       169  16.0    26.0  \n",
+       "17914   N12167    3267    EWR  ORF      54.0       284  16.0    33.0  \n",
+       "17918   N505JB     377    LGA  FLL     171.0      1076  16.0    38.0  \n",
+       "17921   N352AA      85    JFK  SFO     349.0      2586  16.0    41.0  \n",
+       "17923   N840MQ    4525    LGA  XNA     220.0      1147  16.0    42.0  \n",
+       "17930   N736MQ    4447    LGA  RDU      81.0       431  16.0    45.0  \n",
+       "17933   N328AA     133    JFK  LAX     331.0      2475  16.0    48.0  \n",
+       "17953   N197JB     917    JFK  ORD     125.0       740  17.0     2.0  \n",
+       "17960   N440UA     337    LGA  IAH     239.0      1416  17.0     8.0  \n",
+       "17976   N917XJ    3325    JFK  DFW     233.0      1391  17.0    21.0  \n",
+       "17990   N8932C    3689    JFK  PHL      30.0        94  17.0    31.0  \n",
+       "17996   N829AY    3635    JFK  BWI      47.0       184  17.0    38.0  \n",
+       "18000   N26545    4381    EWR  DTW      91.0       488  17.0    43.0  \n",
+       "18005   N339AA     181    JFK  LAX     335.0      2475  17.0    50.0  \n",
+       "18049   N77530    1593    EWR  PDX     351.0      2434  18.0    35.0  \n",
+       "18050   N759GS     408    LGA  BNA     139.0       764  18.0    38.0  \n",
+       "18055   N383AA     543    JFK  MIA     165.0      1089  18.0    42.0  \n",
+       "18061   N5DYAA     575    JFK  EGE     255.0      1747  18.0    50.0  \n",
+       "18071   N296JB    1111    JFK  RDU      78.0       427  18.0    56.0  \n",
+       "18079   N15574    4202    EWR  STL     162.0       872  19.0     1.0  \n",
+       "18108   N14952    4300    EWR  RIC      57.0       277  19.0    27.0  \n",
+       "18128   N915XJ    3424    JFK  DTW      94.0       509  19.0    57.0  \n",
+       "18146   N615QX    5203    EWR  DTW      82.0       488  20.0    30.0  \n",
+       "18153   N22971    3274    LGA  CLE      77.0       419  20.0    37.0  \n",
+       "18159   N750EV    5038    LGA  BHM     149.0       866  20.0    46.0  \n",
+       "18160   N344AA     177    JFK  SFO     345.0      2586  20.0    46.0  \n",
+       "18162   N12201    4085    EWR  OMA     179.0      1134  20.0    47.0  \n",
+       "18165   N13994    4536    EWR  CVG     112.0       569  20.0    50.0  \n",
+       "18168   N14993    4108    EWR  IAD      53.0       212  20.0    54.0  \n",
+       "18173   N923XJ    3314    JFK  JAX     136.0       828  20.0    57.0  \n",
+       "18182   N565JB     369    LGA  PBI     160.0      1035  21.0     3.0  \n",
+       "18184   N521JB     381    LGA  FLL     158.0      1076  21.0    20.0  \n",
+       "18190   N559AA    2019    LGA  STL     157.0       888  21.0    29.0  \n",
+       "18197   N402UA     647    EWR  MCO     159.0       937  21.0    43.0  \n",
+       "18198   N442UA     695    LGA  ORD     116.0       733  21.0    44.0  \n",
+       "18200   N351JB    1178    EWR  BOS      66.0       200  21.0    48.0  \n",
+       "18205   N8932C    3609    JFK  PHL      29.0        94  22.0     9.0  \n",
+       "18206   N26545    4309    EWR  ALB      30.0       143  22.0    30.0  \n",
+       "18208   N556JB     383    LGA  FLL     169.0      1076  22.0    38.0  \n",
+       "18209   N14573    4088    EWR  DCA      45.0       199  22.0    41.0  \n",
+       "18470   N5EVAA     655    JFK  STT     214.0      1623   9.0    19.0  \n",
+       "18540   N10156    4711    EWR  STL     154.0       872  11.0    10.0  \n",
+       "18541   N596AA     319    LGA  ORD     119.0       733  11.0    10.0  \n",
+       "18542   N15985    4156    EWR  ATL     130.0       746  11.0    15.0  \n",
+       "18558   N652AW      75    EWR  PHX     292.0      2133  11.0    31.0  \n",
+       "18583   N737US    2171    LGA  DCA      51.0       214  12.0     5.0  \n",
+       "18584   N666DN    1647    LGA  ATL     123.0       762  12.0     6.0  \n",
+       "18585   N836AS    5711    JFK  IAD      53.0       228  12.0     6.0  \n",
+       "18596   N979DL    2044    LGA  MIA     169.0      1096  12.0    19.0  \n",
+       "18607   N530MQ    3795    EWR  ORD     117.0       719  12.0    39.0  \n",
+       "18637   N12567    4264    EWR  BTV      49.0       266  13.0    10.0  \n",
+       "18722   N11107    4370    EWR  CHS     107.0       628  14.0    58.0  \n",
+       "18772   N539MQ    4588    LGA  MSP     161.0      1020  15.0    50.0  \n",
+       "18778   N11164    4181    EWR  MCI     180.0      1092  15.0    57.0  \n",
+       "18813   N730MQ    4429    LGA  CMH      88.0       479  16.0    30.0  \n",
+       "18848   N76062    1178    EWR  IAH     191.0      1400  17.0     0.0  \n",
+       "18873   N309US    2115    LGA  MIA     172.0      1096  17.0    28.0  \n",
+       "18879   N327AA     133    JFK  LAX     333.0      2475  17.0    33.0  \n",
+       "18880   N13538    4645    EWR  GSO      76.0       445  17.0    34.0  \n",
+       "18886   N515MJ    3771    LGA  IAD      54.0       229  17.0    39.0  \n",
+       "18905   N14573    4299    EWR  DCA      40.0       199  17.0    55.0  \n",
+       "18908   N22909    4571    EWR  PWM      49.0       284  17.0    58.0  \n",
+       "18911   N12569    4705    EWR  ATL     120.0       746  18.0     0.0  \n",
+       "18915   N16963    4373    EWR  DCA      48.0       199  18.0     6.0  \n",
+       "18932   N523MQ    4669    LGA  ATL     115.0       762  18.0    25.0  \n",
+       "18940   N14960    4382    EWR  DTW      89.0       488  18.0    33.0  \n",
+       "18941   N17560    4485    EWR  RDU      76.0       416  18.0    34.0  \n",
+       "18943   N8933B    3719    LGA  RIC      60.0       292  18.0    40.0  \n",
+       "18950   N10156    4480    EWR  PIT      61.0       319  18.0    44.0  \n",
+       "18951   N21144    4411    EWR  MEM     153.0       946  18.0    46.0  \n",
+       "18971   N272AT     623    LGA  ATL     121.0       762  19.0     8.0  \n",
+       "18975   N713MQ    4484    LGA  BNA     132.0       764  19.0    16.0  \n",
+       "18981   N13955    3805    EWR  SAV     120.0       708  19.0    23.0  \n",
+       "18991   N517MQ    4674    LGA  CLE      70.0       419  19.0    39.0  \n",
+       "19000   N12564    4520    EWR  PWM      50.0       284  19.0    49.0  \n",
+       "19001   N739MQ    4517    LGA  CRW      78.0       444  19.0    49.0  \n",
+       "19016   N916XJ    3424    JFK  DTW      93.0       509  20.0     0.0  \n",
+       "19022   N3AEMQ    4649    LGA  MSP     158.0      1020  20.0     8.0  \n",
+       "19023   N12996    4316    EWR  BWI      44.0       169  20.0     9.0  \n",
+       "19030   N48901    4175    EWR  CLT      92.0       529  20.0    17.0  \n",
+       "19031   N323AA      21    JFK  LAX     316.0      2475  20.0    17.0  \n",
+       "19036   N996AT     645    LGA  ATL     117.0       762  20.0    21.0  \n",
+       "19047   N711MQ    4569    LGA  RDU      79.0       431  20.0    40.0  \n",
+       "19048   N3CBAA     791    LGA  DFW     204.0      1389  20.0    42.0  \n",
+       "19049   N758EV    5038    LGA  BHM     125.0       866  20.0    43.0  \n",
+       "19051   N12167    4397    EWR  MCI     175.0      1092  20.0    44.0  \n",
+       "19053   N914XJ    3369    JFK  MSY     161.0      1182  20.0    49.0  \n",
+       "19055   N11565    4108    EWR  IAD      47.0       212  20.0    50.0  \n",
+       "19056   N732SW     633    EWR  MDW     114.0       711  20.0    51.0  \n",
+       "19062   N440LV     981    LGA  MKE     125.0       738  20.0    58.0  \n",
+       "19065   N834AS    5693    LGA  IAD      52.0       229  21.0     4.0  \n",
+       "19066   N14570    4224    EWR  MKE     123.0       725  21.0     7.0  \n",
+       "19067   N14573    4106    EWR  GSO      74.0       445  21.0    11.0  \n",
+       "19068   N5CEAA    1999    EWR  MIA     171.0      1085  21.0    13.0  \n",
+       "19072   N8698A    4033    LGA  TYS     100.0       647  21.0    27.0  \n",
+       "19075   N22909    4309    EWR  ALB      31.0       143  21.0    31.0  \n",
+       "19076   N19966    3274    LGA  CLE      75.0       419  21.0    32.0  \n",
+       "19080   N13978    4536    EWR  CVG     105.0       569  21.0    40.0  \n",
+       "19081   N16183    4348    EWR  MSP     186.0      1008  21.0    41.0  \n",
+       "19083   N13964    4312    EWR  DCA      41.0       199  21.0    49.0  \n",
+       "19086   N940AT     354    LGA  CAK      66.0       397  22.0     0.0  \n",
+       "19087   N913XJ    3320    JFK  BUF      64.0       301  22.0     1.0  \n",
+       "19089   N424WN     530    LGA  MDW     119.0       725  22.0     8.0  \n",
+       "19091   N840MQ    4573    LGA  DTW      88.0       502  22.0    12.0  \n",
+       "19093   N17984    4227    EWR  GRR     110.0       605  22.0    19.0  \n",
+       "19094   N12142    4333    EWR  TUL     184.0      1215  22.0    25.0  \n",
+       "19095   N585JB     381    LGA  FLL     161.0      1076  22.0    34.0  \n",
+       "19097   N505UA     771    JFK  LAX     347.0      2475  22.0    43.0  \n",
+       "19102   N539MQ    4660    LGA  BNA     115.0       764  22.0    49.0  \n",
+       "19106   N536JB     399    LGA  MCO     144.0       950  23.0     6.0  \n",
+       "19107   N519JB     383    LGA  FLL     159.0      1076  23.0    21.0  \n",
+       "19108   N315US    2155    LGA  PWM      42.0       269  23.0    26.0  \n",
+       "19110   N526MQ    4584    LGA  CLT      86.0       544  23.0    58.0  \n",
+       "19116   N12921    4519    EWR  BWI      38.0       169   1.0    58.0  \n",
+       "19207   N3GHAA     707    LGA  DFW     208.0      1389   7.0     8.0  \n",
+       "19225   N584JB     135    JFK  RSW     168.0      1074   7.0    37.0  \n",
+       "19237   N10156    4241    EWR  DCA      47.0       199   7.0    46.0  \n",
+       "19240   N371CA    4911    EWR  DTW      90.0       488   7.0    50.0  \n",
+       "19271   N216JB     905    JFK  ORD     139.0       740   8.0    17.0  \n",
+       "19287   N23708    1410    LGA  IAH     200.0      1416   8.0    28.0  \n",
+       "19297   N537JB     117    JFK  MSY     170.0      1182   8.0    36.0  \n",
+       "19349   N16963    4172    EWR  SDF     117.0       642   9.0    22.0  \n",
+       "19351   N3737C    1429    JFK  LAS     325.0      2248   9.0    23.0  \n",
+       "19362   N914DE    1959    JFK  MCO     143.0       944   9.0    37.0  \n",
+       "19404   N603JB     181    JFK  SAN     342.0      2446  10.0    31.0  \n",
+       "19405   N41104    4246    EWR  DTW      94.0       488  10.0    34.0  \n",
+       "19406   N900PC     301    JFK  SJU     198.0      1598  10.0    36.0  \n",
+       "19409   N380HA      51    JFK  HNL     653.0      4983  10.0    41.0  \n",
+       "19413   N930DL    1271    JFK  FLL     159.0      1069  10.0    46.0  \n",
+       "19431   N600LR    3405    JFK  DCA      45.0       213  11.0     9.0  \n",
+       "19440   N16976    4185    EWR  DTW      96.0       488  11.0    21.0  \n",
+       "19453   N21144    4364    EWR  MCI     199.0      1092  11.0    34.0  \n",
+       "19456   N11107    4663    EWR  IAD      53.0       212  11.0    39.0  \n",
+       "19458   N13538    4711    EWR  STL     150.0       872  11.0    41.0  \n",
+       "19470   N552UW     196    JFK  PHX     295.0      2153  11.0    53.0  \n",
+       "19507   N76523    1515    EWR  SEA     381.0      2402  12.0    51.0  \n",
+       "19526   N514AA     743    LGA  DFW     212.0      1389  13.0    16.0  \n",
+       "19527   N544MQ    4601    LGA  BNA     116.0       764  13.0    16.0  \n",
+       "19551   N229JB    1006    JFK  BOS      37.0       187  13.0    52.0  \n",
+       "19569   N14960    4445    EWR  IND     129.0       645  14.0    19.0  \n",
+       "19583   N15910    4368    EWR  BDL      26.0       116  14.0    44.0  \n",
+       "19591   N377AA    2041    JFK  MIA     157.0      1089  14.0    47.0  \n",
+       "19595   N14558    4688    EWR  BWI      38.0       169  14.0    53.0  \n",
+       "19614   N12569    4171    EWR  MSN     141.0       799  15.0     0.0  \n",
+       "19632   N10575    4087    EWR  PWM      53.0       284  15.0    19.0  \n",
+       "19633   N630JB     377    LGA  FLL     165.0      1076  15.0    21.0  \n",
+       "19644   N41104    4628    EWR  STL     154.0       872  15.0    32.0  \n",
+       "19651   N504UA     523    EWR  PBI     150.0      1023  15.0    37.0  \n",
+       "19667   N14186    3263    EWR  RIC      55.0       277  15.0    50.0  \n",
+       "19669   N326NB    2119    LGA  MSP     166.0      1020  15.0    51.0  \n",
+       "19689   N508UA     257    JFK  SFO     360.0      2586  16.0     1.0  \n",
+       "19719   N401UA     997    LGA  IAH     194.0      1416  16.0    37.0  \n",
+       "19748   N472AA     883    EWR  DFW     199.0      1372  17.0     1.0  \n",
+       "19750   N3JGAA     763    LGA  DFW     205.0      1389  17.0     2.0  \n",
+       "19785   N14568    4588    EWR  MHT      42.0       209  17.0    33.0  \n",
+       "19790   N930DL    1508    JFK  RSW     165.0      1074  17.0    42.0  \n",
+       "19794   N521MQ    3695    EWR  ORD     130.0       719  17.0    46.0  \n",
+       "19808   N14203    4411    EWR  MEM     150.0       946  17.0    59.0  \n",
+       "19816   N16546    4299    EWR  DCA      48.0       199  18.0     5.0  \n",
+       "19849   N621AA    1999    EWR  MIA     148.0      1085  18.0    47.0  \n",
+       "19852   N11551    4316    EWR  BWI      36.0       169  18.0    50.0  \n",
+       "19871   N279JB    1111    JFK  RDU      76.0       427  19.0     1.0  \n",
+       "19892   N21144    4480    EWR  PIT      66.0       319  19.0    21.0  \n",
+       "19894   N24128    4520    EWR  PWM      52.0       284  19.0    24.0  \n",
+       "19896   N495UA     691    LGA  ORD     121.0       733  19.0    24.0  \n",
+       "19911   N14250    1078    EWR  SAT     218.0      1569  19.0    47.0  \n",
+       "19914   N739MQ    4413    LGA  XNA     186.0      1147  19.0    49.0  \n",
+       "19932   N577UA     612    EWR  DEN     236.0      1605  20.0    12.0  \n",
+       "19933   N748EV    5038    LGA  BHM     129.0       866  20.0    14.0  \n",
+       "19952   N365AA     543    JFK  MIA     151.0      1089  20.0    40.0  \n",
+       "19971   N15910    4309    EWR  ALB      33.0       143  21.0     3.0  \n",
+       "19975   N8930E    4091    JFK  BWI      39.0       184  21.0    10.0  \n",
+       "19976   N600QX    5203    EWR  DTW      82.0       488  21.0    17.0  \n",
+       "19984   N16951    3274    LGA  CLE      75.0       419  21.0    29.0  \n",
+       "19987   N16546    4106    EWR  GSO      78.0       445  21.0    37.0  \n",
+       "19990   N903XJ    3439    JFK  CVG     101.0       589  21.0    50.0  \n",
+       "19993   N13994    4536    EWR  CVG     111.0       569  22.0     8.0  \n",
+       "19999   N277WN     633    EWR  MDW     118.0       711  22.0    54.0  \n",
+       "20001   N10575    4404    EWR  PVD      30.0       160  23.0    52.0  \n",
+       "20003   N16963    4322    EWR  PWM      48.0       284  23.0    58.0  \n",
+       "20013   N16561    3819    EWR  SDF     104.0       642   0.0    37.0  \n",
+       "20014   N12921    4322    EWR  PWM      49.0       284   0.0    45.0  \n",
+       "20120   N13914    4708    EWR  MKE     122.0       725   7.0    21.0  \n",
+       "20134   N819UA     910    EWR  AUS     211.0      1504   7.0    42.0  \n",
+       "20162   N955UW    2116    LGA  BOS      39.0       184   8.0     8.0  \n",
+       "20163   N370NB    2285    LGA  MCO     137.0       950   8.0     9.0  \n",
+       "20189   N17138    4583    EWR  MSY     167.0      1167   8.0    30.0  \n",
+       "20215   N12201    4246    EWR  DTW      94.0       488   8.0    53.0  \n",
+       "20233   N75854    1481    EWR  SJU     203.0      1608   9.0     3.0  \n",
+       "20256   N346JB    1051    JFK  PIT      64.0       340   9.0    24.0  \n",
+       "20261   N14568    4691    EWR  DAY      93.0       533   9.0    29.0  \n",
+       "20287   N14993    4457    EWR  MHT      42.0       209  10.0     4.0  \n",
+       "20291   N337NW     181    LGA  DTW      83.0       502  10.0    11.0  \n",
+       "20303   N13913    4122    EWR  SDF     107.0       642  10.0    22.0  \n",
+       "20306   N602LR    3353    JFK  DTW      87.0       509  10.0    26.0  \n",
+       "20307   N5CEAA     647    JFK  MIA     147.0      1089  10.0    27.0  \n",
+       "20337   N714US    1277    LGA  CLT      85.0       544  11.0    17.0  \n",
+       "20340   N13989    4663    EWR  IAD      44.0       212  11.0    19.0  \n",
+       "20350   N12921    4234    EWR  STL     139.0       872  11.0    33.0  \n",
+       "20373   N758US    2171    LGA  DCA      40.0       214  12.0     3.0  \n",
+       "20377   N16546    4240    EWR  BUF      45.0       282  12.0    15.0  \n",
+       "20382   N14920    4662    EWR  RDU      74.0       416  12.0    22.0  \n",
+       "20403   N909EV    5711    JFK  IAD      44.0       228  12.0    48.0  \n",
+       "20407   N530MQ    4589    LGA  DTW      83.0       502  12.0    50.0  \n",
+       "20427   N521JB     133    JFK  RSW     149.0      1074  13.0    18.0  \n",
+       "20429   N346JB      66    JFK  BUF      60.0       301  13.0    21.0  \n",
+       "20436   N16961    4090    EWR  JAX     117.0       820  13.0    27.0  \n",
+       "20443   N12201    4087    EWR  PWM      53.0       284  13.0    43.0  \n",
+       "20459   N8800G    3638    JFK  PHL      25.0        94  14.0     6.0  \n",
+       "20492   N634JB      83    JFK  SEA     372.0      2422  14.0    46.0  \n",
+       "20494   N198JB     602    JFK  PWM      55.0       273  14.0    47.0  \n",
+       "20500   N13964    3840    EWR  MEM     150.0       946  14.0    56.0  \n",
+       "20515   N11181    4370    EWR  CHS      91.0       628  15.0     6.0  \n",
+       "20518   N370NB    1705    LGA  MSY     161.0      1183  15.0     9.0  \n",
+       "20521   N526MQ    4577    LGA  CLT      85.0       544  15.0    12.0  \n",
+       "20547   N14998    4596    EWR  STL     141.0       872  15.0    46.0  \n",
+       "20553   N511MJ    3750    LGA  IAD      44.0       229  15.0    53.0  \n",
+       "20554   N3733Z    2174    JFK  SLC     316.0      1990  15.0    54.0  \n",
+       "20563   N17138    4372    EWR  DCA      47.0       199  15.0    57.0  \n",
+       "20565   N321NB    1344    LGA  MCI     179.0      1107  15.0    58.0  \n",
+       "20567   N643JB     153    JFK  MCO     130.0       944  15.0    58.0  \n",
+       "20571   N507JB       8    JFK  BUF      57.0       301  16.0     1.0  \n",
+       "20574   N14162    4640    EWR  DAY      91.0       533  16.0     2.0  \n",
+       "20577   N339JB     525    EWR  MCO     129.0       937  16.0     5.0  \n",
+       "20583   N505JB     393    LGA  MCO     124.0       950  16.0    11.0  \n",
+       "20598   N487UA     337    LGA  IAH     188.0      1416  16.0    22.0  \n",
+       "20599   N21537    4671    EWR  RDU      67.0       416  16.0    24.0  \n",
+       "20618   N739MQ    4447    LGA  RDU      67.0       431  16.0    44.0  \n",
+       "20637   N16963    4581    EWR  MKE     127.0       725  17.0     0.0  \n",
+       "20641   N819UA     627    EWR  ORD     130.0       719  17.0     2.0  \n",
+       "20642   N921XJ    3355    JFK  MSP     186.0      1029  17.0     3.0  \n",
+       "20646   N284JB    1053    JFK  PIT      67.0       340  17.0     5.0  \n",
+       "20653   N16561    3817    EWR  JAX     113.0       820  17.0    13.0  \n",
+       "20662   N14920    4571    EWR  PWM      53.0       284  17.0    21.0  \n",
+       "20664   N948DL     161    JFK  MIA     144.0      1089  17.0    23.0  \n",
+       "20674   N914DE    1508    JFK  RSW     152.0      1074  17.0    29.0  \n",
+       "20675   N266JB      12    JFK  SYR      52.0       209  17.0    30.0  \n",
+       "20680   N21144    4271    EWR  ALB      34.0       143  17.0    36.0  \n",
+       "20683   N530MQ    4661    LGA  ATL     108.0       762  17.0    39.0  \n",
+       "20688   N22971    4411    EWR  MEM     143.0       946  17.0    43.0  \n",
+       "20695   N13994    3805    EWR  SAV     101.0       708  17.0    50.0  \n",
+       "20696   N11565    4588    EWR  MHT      43.0       209  17.0    50.0  \n",
+       "20712   N14923    4485    EWR  RDU      67.0       416  18.0     8.0  \n",
+       "20713   N16541    4702    EWR  GSO      75.0       445  18.0     8.0  \n",
+       "20716   N11119    4125    EWR  RDU      71.0       416  18.0    11.0  \n",
+       "20730   N194UW     894    LGA  CLT      82.0       544  18.0    24.0  \n",
+       "20734   N13566    4300    EWR  RIC      49.0       277  18.0    28.0  \n",
+       "20736   N14250    1593    EWR  PDX     391.0      2434  18.0    29.0  \n",
+       "20742   N13958    4316    EWR  BWI      38.0       169  18.0    35.0  \n",
+       "20750   N11184    4382    EWR  DTW      90.0       488  18.0    43.0  \n",
+       "20758   N14177    4373    EWR  DCA      49.0       199  18.0    48.0  \n",
+       "20762   N566UA     315    EWR  MCO     121.0       937  18.0    52.0  \n",
+       "20768   N14952    4705    EWR  ATL     111.0       746  18.0    57.0  \n",
+       "20786   N687DL    1773    JFK  SLC     312.0      1990  19.0    19.0  \n",
+       "20795   N16546    4202    EWR  STL     153.0       872  19.0    30.0  \n",
+       "20799   N17138    4397    EWR  MCI     183.0      1092  19.0    35.0  \n",
+       "20803   N16149    4092    EWR  DAY      90.0       533  19.0    44.0  \n",
+       "20812   N339NB    1902    LGA  PBI     127.0      1035  19.0    53.0  \n",
+       "20823   N526MQ    4649    LGA  MSP     158.0      1020  20.0     1.0  \n",
+       "20824   N12564    4227    EWR  GRR     113.0       605  20.0     3.0  \n",
+       "20825   N16112    4480    EWR  PIT      57.0       319  20.0     3.0  \n",
+       "20830   N453UA     812    EWR  LAS     313.0      2227  20.0    15.0  \n",
+       "20832   N464UA     738    EWR  SEA     369.0      2402  20.0    16.0  \n",
+       "20835   N15973    4437    EWR  CLT      84.0       529  20.0    22.0  \n",
+       "20836   N388DA       6    JFK  SLC     329.0      1990  20.0    22.0  \n",
+       "20838   N13538    4410    EWR  CAE      87.0       602  20.0    25.0  \n",
+       "20844   N445WN     981    LGA  MKE     128.0       738  20.0    33.0  \n",
+       "20850   N519JB     171    JFK  SMF     385.0      2521  20.0    40.0  \n",
+       "20853   N12175    4204    EWR  OKC     214.0      1325  20.0    45.0  \n",
+       "20859   N14162    4520    EWR  PWM      52.0       284  20.0    49.0  \n",
+       "20860   N21144    4576    EWR  GRR     107.0       605  20.0    51.0  \n",
+       "20867   N14105    4532    EWR  CHS      97.0       628  20.0    58.0  \n",
+       "20871   N473WN     633    EWR  MDW     127.0       711  21.0     2.0  \n",
+       "20874   N16951    4224    EWR  MKE     134.0       725  21.0     6.0  \n",
+       "20875   N34111    4543    EWR  DSM     176.0      1017  21.0     9.0  \n",
+       "20877   N14920    4131    EWR  RIC      49.0       277  21.0    13.0  \n",
+       "20878   N471UA     890    EWR  MIA     133.0      1085  21.0    15.0  \n",
+       "20881   N14186    4085    EWR  OMA     206.0      1134  21.0    25.0  \n",
+       "20887   N13968    4312    EWR  DCA      43.0       199  21.0    35.0  \n",
+       "20891   N993AT     354    LGA  CAK      69.0       397  21.0    40.0  \n",
+       "20892   N382DA    1185    EWR  SLC     287.0      1969  21.0    51.0  \n",
+       "20893   N709JB    1178    EWR  BOS      40.0       200  21.0    56.0  \n",
+       "20895   N511UA     612    EWR  DEN     232.0      1605  22.0     7.0  \n",
+       "20897   N409UA     299    EWR  DFW     202.0      1372  22.0    10.0  \n",
+       "20899   N405UA     647    EWR  MCO     121.0       937  22.0    13.0  \n",
+       "20900   N11565    4645    EWR  JAX     120.0       820  22.0    14.0  \n",
+       "20901   N14573    3833    EWR  STL     150.0       872  22.0    17.0  \n",
+       "20902   N12201    4309    EWR  ALB      31.0       143  22.0    18.0  \n",
+       "20903   N510JB     529    EWR  MCO     119.0       937  22.0    29.0  \n",
+       "20904   N36915    4108    EWR  IAD      45.0       212  22.0    33.0  \n",
+       "20905   N14904    4133    EWR  GSP      86.0       594  22.0    33.0  \n",
+       "20906   N13908    4088    EWR  DCA      40.0       199  22.0    34.0  \n",
+       "20907   N16541    4404    EWR  PVD      33.0       160  22.0    35.0  \n",
+       "20908   N14923    3271    EWR  PHL      31.0        80  22.0    41.0  \n",
+       "20914   N14177    4695    EWR  MHT      38.0       209  22.0    56.0  \n",
+       "20915   N554JB     515    EWR  FLL     135.0      1065  22.0    56.0  \n",
+       "20916   N579UA     695    LGA  ORD     120.0       733  22.0    57.0  \n",
+       "20918   N335NB    1854    LGA  FLL     138.0      1076  23.0    10.0  \n",
+       "20919   N13970    4119    EWR  RIC      49.0       277  23.0    13.0  \n",
+       "20920   N14916    4519    EWR  BWI      33.0       169  23.0    42.0  \n",
+       "20923   N14174    4333    EWR  TUL     198.0      1215  23.0    50.0  \n",
+       "20938   N8646A    4019    JFK  RIC      56.0       288   0.0    15.0  \n",
+       "20939   N228JB      22    JFK  SYR      45.0       209   0.0    17.0  \n",
+       "20940   N181UW    1491    LGA  CLT      82.0       544   0.0    26.0  \n",
+       "20941   N13908    4309    EWR  ALB      30.0       143   1.0    23.0  \n",
+       "20942   N8913A    3609    JFK  PHL      27.0        94   1.0    23.0  \n",
+       "21065   N13133    4471    EWR  CLT      83.0       529   7.0    49.0  \n",
+       "21074   N14952    4559    EWR  CVG     110.0       569   7.0    55.0  \n",
+       "21086   N16546    4419    EWR  IND     120.0       645   8.0     2.0  \n",
+       "21091   N3739P    1415    JFK  SLC     290.0      1990   8.0     5.0  \n",
+       "21094   N13132    4560    EWR  PIT      63.0       319   8.0     6.0  \n",
+       "21166   N502UA     397    JFK  SFO     361.0      2586   9.0     4.0  \n",
+       "21188   N554JB     983    LGA  TPA     148.0      1010   9.0    22.0  \n",
+       "21190   N190JB    1051    JFK  PIT      75.0       340   9.0    27.0  \n",
+       "21200   N14993    4388    EWR  JAX     120.0       820   9.0    47.0  \n",
+       "21220   N14920    3815    EWR  GSO      77.0       445  10.0     3.0  \n",
+       "21241   N11176    4583    EWR  MSY     179.0      1167  10.0    31.0  \n",
+       "21269   N559JB     375    LGA  FLL     154.0      1076  11.0    15.0  \n",
+       "21299   N12175    4383    EWR  DTW      87.0       488  11.0    51.0  \n",
+       "21323   N706JB     373    LGA  FLL     160.0      1076  12.0    35.0  \n",
+       "21356   N14177    4671    EWR  RDU      71.0       416  13.0    18.0  \n",
+       "21391   N334JB     625    JFK  HOU     217.0      1428  14.0     9.0  \n",
+       "21396   N822UA     561    EWR  BOS      44.0       200  14.0    16.0  \n",
+       "21404   N190JB      66    JFK  BUF      61.0       301  14.0    28.0  \n",
+       "21410   N13914    4120    EWR  BUF      53.0       282  14.0    35.0  \n",
+       "21439   N13958    4434    EWR  MHT      38.0       209  14.0    58.0  \n",
+       "21461   N719MQ    4491    LGA  CLE      71.0       419  15.0    22.0  \n",
+       "21467   N162PQ    3694    EWR  DTW      84.0       488  15.0    30.0  \n",
+       "21473   N228JB      32    JFK  ROC      54.0       264  15.0    33.0  \n",
+       "21484   N178US    1105    LGA  CLT      91.0       544  15.0    49.0  \n",
+       "21501   N11150    4231    EWR  IAD      45.0       212  15.0    56.0  \n",
+       "21514   N12564    4596    EWR  STL     149.0       872  16.0     8.0  \n",
+       "21549   N8505Q    4178    JFK  ROC      56.0       264  16.0    49.0  \n",
+       "21552   N16571    4571    EWR  PWM      49.0       284  16.0    52.0  \n",
+       "21569   N14120     161    JFK  LAX     370.0      2475  17.0     1.0  \n",
+       "21578   N34110    3267    EWR  ORF      65.0       284  17.0     9.0  \n",
+       "21583   N503JB     393    LGA  MCO     144.0       950  17.0    16.0  \n",
+       "21588   N216JB     615    JFK  JAX     124.0       828  17.0    19.0  \n",
+       "21593   N902XJ    3325    JFK  DFW       NaN      1391  17.0    29.0  \n",
+       "21597   N821AY    3719    LGA  RIC      71.0       292  17.0    30.0  \n",
+       "21604   N11192    4326    EWR  CLT      85.0       529  17.0    38.0  \n",
+       "21611   N563UA     407    EWR  DEN     236.0      1605  17.0    45.0  \n",
+       "21613   N517MQ    3695    EWR  ORD     114.0       719  17.0    48.0  \n",
+       "21614   N519MQ    3823    JFK  DCA      44.0       213  17.0    49.0  \n",
+       "21619   N925XJ    3459    JFK  BNA     124.0       765  17.0    54.0  \n",
+       "21620   N76065      15    EWR  HNL     648.0      4963  17.0    55.0  \n",
+       "21629   N673AW     656    EWR  PHX     301.0      2133  18.0     2.0  \n",
+       "21638   N329JB      15    JFK  FLL     150.0      1069  18.0    13.0  \n",
+       "21650   N22909    4381    EWR  DTW      90.0       488  18.0    26.0  \n",
+       "21658   N3CFAA     695    JFK  AUS     227.0      1521  18.0    34.0  \n",
+       "21660   N196UW     894    LGA  CLT      88.0       544  18.0    36.0  \n",
+       "21663   N11109    4316    EWR  BWI      39.0       169  18.0    39.0  \n",
+       "21666   N190JB    1085    JFK  CLT      90.0       541  18.0    47.0  \n",
+       "21672   N979DL    1585    LGA  MCO     143.0       950  18.0    56.0  \n",
+       "21675   N284JB    1111    JFK  RDU      74.0       427  19.0     1.0  \n",
+       "21684   N13994    4588    EWR  MHT      38.0       209  19.0    16.0  \n",
+       "21694   N13989    4480    EWR  PIT      64.0       319  19.0    47.0  \n",
+       "21701   N737MQ    4484    LGA  BNA     124.0       764  19.0    50.0  \n",
+       "21703   N13914    4202    EWR  STL     151.0       872  19.0    52.0  \n",
+       "21705   N171US    1973    EWR  CLT      91.0       529  19.0    52.0  \n",
+       "21709   N228JB     130    JFK  BUF      64.0       301  20.0     0.0  \n",
+       "21715   N76502    1054    EWR  SFO     355.0      2565  20.0     8.0  \n",
+       "21716   N16919    4702    EWR  GSO       NaN       445  20.0    10.0  \n",
+       "21720   N471UA     954    EWR  ORD     119.0       719  20.0    12.0  \n",
+       "21721   N24212    1139    EWR  LAX     347.0      2454  20.0    13.0  \n",
+       "21722   N8960A    3635    JFK  BWI      38.0       184  20.0    15.0  \n",
+       "21727   N14920    3835    EWR  BNA     124.0       748  20.0    20.0  \n",
+       "21728   N11140    4085    EWR  OMA     195.0      1134  20.0    20.0  \n",
+       "21731   N258JB    1307    JFK  IAD      50.0       228  20.0    21.0  \n",
+       "21734   N950DL    2139    LGA  MIA     152.0      1096  20.0    27.0  \n",
+       "21735   N15574    4416    EWR  BNA     126.0       748  20.0    28.0  \n",
+       "21736   N8913A    3689    JFK  PHL      27.0        94  20.0    36.0  \n",
+       "21738   N13553    3274    LGA  CLE      73.0       419  20.0    38.0  \n",
+       "21739   N402UA     594    EWR  PHX     312.0      2133  20.0    38.0  \n",
+       "21745   N587AA    2075    EWR  DFW     208.0      1372  20.0    51.0  \n",
+       "21748   N3739P    2159    JFK  MCO     130.0       944  20.0    53.0  \n",
+       "21750   N14568    4323    EWR  CVG     114.0       569  20.0    55.0  \n",
+       "21752   N751EV    5038    LGA  BHM     129.0       866  20.0    55.0  \n",
+       "21754   N315US    2131    LGA  DTW      80.0       502  20.0    58.0  \n",
+       "21758   N361NB     402    JFK  BOS      42.0       187  21.0     6.0  \n",
+       "21759   N14153    4543    EWR  DSM     175.0      1017  21.0     8.0  \n",
+       "21762   N8672A    3899    JFK  CLE      75.0       425  21.0    13.0  \n",
+       "21765   N16951    4437    EWR  CLT      86.0       529  21.0    16.0  \n",
+       "21766   N932XJ    3525    JFK  ORD     119.0       740  21.0    16.0  \n",
+       "21768   N639DL    1147    LGA  ATL     109.0       762  21.0    22.0  \n",
+       "21770   N537UA     612    EWR  DEN     227.0      1605  21.0    25.0  \n",
+       "21771   N27962    4532    EWR  CHS     100.0       628  21.0    26.0  \n",
+       "21772   N302NB    1715    LGA  MSY     174.0      1183  21.0    27.0  \n",
+       "21773   N355NB    2370    LGA  PBI     141.0      1035  21.0    29.0  \n",
+       "21775   N921XJ    3314    JFK  JAX     121.0       828  21.0    33.0  \n",
+       "21776   N828AS    5693    LGA  IAD      43.0       229  21.0    36.0  \n",
+       "21777   N14573    4106    EWR  GSO      75.0       445  21.0    39.0  \n",
+       "21781   N17984    4133    EWR  GSP      99.0       594  21.0    48.0  \n",
+       "21782   N351JB     115    JFK  MSY     170.0      1182  21.0    51.0  \n",
+       "21786   N13538    4645    EWR  JAX     123.0       820  21.0    56.0  \n",
+       "21787   N600LR    3439    JFK  CVG     101.0       589  21.0    56.0  \n",
+       "21789   N511MQ    4649    LGA  MSP     149.0      1020  22.0     0.0  \n",
+       "21790   N18102    3805    EWR  SAV     107.0       708  22.0     3.0  \n",
+       "21791   N14993    4536    EWR  CVG     102.0       569  22.0     3.0  \n",
+       "21792   N365NW    2019    LGA  MSP     152.0      1020  22.0     5.0  \n",
+       "21793   N11199    4333    EWR  TUL     201.0      1215  22.0     6.0  \n",
+       "21795   N810MQ    4423    JFK  RDU      74.0       427  22.0    14.0  \n",
+       "21797   N16149    3822    EWR  TYS     103.0       631  22.0    21.0  \n",
+       "21798   N13969    4131    EWR  RIC      55.0       277  22.0    21.0  \n",
+       "21799   N34110    4412    EWR  BUF      48.0       282  22.0    32.0  \n",
+       "21800   N970DL    1435    LGA  TPA     140.0      1010  22.0    32.0  \n",
+       "21801   N11119    4204    EWR  OKC     209.0      1325  22.0    37.0  \n",
+       "21802   N332AA     185    JFK  LAX     356.0      2475  22.0    38.0  \n",
+       "21804   N13975    3819    EWR  SDF     121.0       642  22.0    45.0  \n",
+       "21805   N13970    4404    EWR  PVD      34.0       160  22.0    47.0  \n",
+       "21808   N926XJ    3320    JFK  BUF      54.0       301  22.0    51.0  \n",
+       "21809   N11565    4162    EWR  BTV      52.0       266  22.0    52.0  \n",
+       "21811   N723TW    2363    JFK  LAX     367.0      2475  22.0    54.0  \n",
+       "21812   N316US    2155    LGA  PWM      41.0       269  23.0     2.0  \n",
+       "21813   N14562    4619    EWR  PHL      26.0        80  23.0     5.0  \n",
+       "21814   N339NB    1854    LGA  FLL     144.0      1076  23.0    10.0  \n",
+       "21815   N657JB     527    EWR  MCO     127.0       937  23.0    22.0  \n",
+       "21816   N216JB     104    JFK  BUF      59.0       301  23.0    22.0  \n",
+       "21817   N722MQ    4573    LGA  DTW      82.0       502  23.0    27.0  \n",
+       "21818   N13133    4108    EWR  IAD      42.0       212  23.0    32.0  \n",
+       "21820   N725UW    2191    LGA  DCA      40.0       214  23.0    43.0  \n",
+       "21821   N8960A    4091    JFK  BWI      36.0       184  23.0    53.0  \n",
+       "21822   N190JB      30    JFK  ROC      50.0       264  23.0    53.0  \n",
+       "21860   N203JB      30    JFK  ROC      60.0       264   1.0     7.0  \n",
+       "21944   N751UW    1057    JFK  CLT      87.0       541   7.0    35.0  \n",
+       "21960   N8326F    1083    LGA  MDW     123.0       725   8.0     2.0  \n",
+       "21979   N658JB     145    JFK  PBI     137.0      1028   8.0    12.0  \n",
+       "22012   N3FYAA     413    JFK  SJU     196.0      1598   8.0    51.0  \n",
+       "22044   N13949    4604    EWR  MYR      91.0       550   9.0    18.0  \n",
+       "22059   N16571    4696    EWR  MHT      40.0       209   9.0    32.0  \n",
+       "22096   N351JB      59    JFK  TPA     147.0      1005  10.0    54.0  \n",
+       "22104   N510JB     215    EWR  SJU     196.0      1608  11.0     1.0  \n",
+       "22111   N8808H    3661    JFK  ROC      51.0       264  11.0    21.0  \n",
+       "22145   N640JB     373    LGA  FLL     149.0      1076  12.0     2.0  \n",
+       "22181   N519MQ    3792    JFK  DCA      48.0       213  13.0    18.0  \n",
+       "22197   N228JB     133    JFK  RSW     164.0      1074  13.0    42.0  \n",
+       "22205   N325US    1685    LGA  MCO     141.0       950  13.0    51.0  \n",
+       "22209   N13949    4513    EWR  BOS      36.0       200  14.0     1.0  \n",
+       "22214   N258JB      32    JFK  ROC      55.0       264  14.0     8.0  \n",
+       "22215   N8444F    4051    JFK  BWI      37.0       184  14.0     9.0  \n",
+       "22219   N12201    4241    EWR  BUF      51.0       282  14.0    14.0  \n",
+       "22243   N592JB     991    JFK  PBI     144.0      1028  14.0    46.0  \n",
+       "22244   N850UA     664    EWR  DEN     240.0      1605  14.0    47.0  \n",
+       "22272   N563JB      63    JFK  TPA     151.0      1005  15.0     9.0  \n",
+       "22275   N33103    1199    EWR  LAX     344.0      2454  15.0    13.0  \n",
+       "22313   N826MQ    4403    JFK  RDU      74.0       427  15.0    56.0  \n",
+       "22358   N12996    4369    EWR  CVG     101.0       569  16.0    54.0  \n",
+       "22373   N571UA     734    EWR  FLL     152.0      1065  17.0     6.0  \n",
+       "22376   N328AA     133    JFK  LAX     341.0      2475  17.0     8.0  \n",
+       "22379   N537MQ    3823    JFK  DCA      50.0       213  17.0    14.0  \n",
+       "22393   N8869B    3689    JFK  PHL      28.0        94  17.0    27.0  \n",
+       "22403   N66051    1205    EWR  IAH     183.0      1400  17.0    39.0  \n",
+       "22433   N932XJ    3427    JFK  IND     106.0       665  18.0    23.0  \n",
+       "22484   N424UA     662    EWR  PDX     354.0      2434  19.0    48.0  \n",
+       "22506   N909EV    5693    LGA  IAD      46.0       229  20.0    46.0  \n",
+       "22508   N13132    4703    EWR  BUF      56.0       282  20.0    56.0  \n",
+       "22528   N803UA     600    EWR  CLE      67.0       404  23.0    12.0  \n",
+       "22589   N21144    4201    EWR  IAD      45.0       212   7.0     4.0  \n",
+       "22617   N644JB     125    JFK  FLL     139.0      1069   7.0    47.0  \n",
+       "22660   N457UA     311    EWR  DEN     238.0      1605   8.0    29.0  \n",
+       "22711   N190JB    1305    JFK  IAD      48.0       228   9.0    23.0  \n",
+       "22755   N948DL    1959    JFK  MCO     133.0       944  10.0    24.0  \n",
+       "22765   N249JB     219    JFK  CLT      80.0       541  10.0    49.0  \n",
+       "22774   N513AA     721    LGA  DFW     204.0      1389  10.0    59.0  \n",
+       "22831   N8869B    3661    JFK  ROC      58.0       264  12.0    24.0  \n",
+       "22895   N18556    4158    EWR  RIC      46.0       277  14.0     1.0  \n",
+       "22900   N802UA     952    EWR  RSW     154.0      1068  14.0    10.0  \n",
+       "22901   N611QX    4893    EWR  DTW      86.0       488  14.0    11.0  \n",
+       "22920   N36915    4231    EWR  IAD      42.0       212  14.0    37.0  \n",
+       "22963   N659AW     186    EWR  PHX     294.0      2133  15.0    11.0  \n",
+       "22967   N13949    4687    EWR  CVG     100.0       569  15.0    14.0  \n",
+       "22974   N989AT     348    LGA  ATL     117.0       762  15.0    22.0  \n",
+       "22976   N69063      15    EWR  HNL     636.0      4963  15.0    23.0  \n",
+       "23030   N8665A    4357    JFK  ORF      47.0       290  16.0    19.0  \n",
+       "23033   N14148    4212    EWR  RDU      69.0       416  16.0    20.0  \n",
+       "23037   N478AA     883    EWR  DFW     209.0      1372  16.0    24.0  \n",
+       "23042   N16919    4368    EWR  BDL      28.0       116  16.0    28.0  \n",
+       "23058   N15910    4596    EWR  STL     147.0       872  16.0    36.0  \n",
+       "23063   N736MQ    4447    LGA  RDU      72.0       431  16.0    40.0  \n",
+       "23066   N8869B    4105    JFK  IAD      45.0       228  16.0    44.0  \n",
+       "23085   N917XJ    3452    JFK  BOS      47.0       187  17.0     1.0  \n",
+       "23091   N3CYAA    1467    LGA  MIA     147.0      1096  17.0     5.0  \n",
+       "23096   N809UA     627    EWR  BOS      50.0       200  17.0    11.0  \n",
+       "23100   N8588D    3689    JFK  PHL      34.0        94  17.0    15.0  \n",
+       "23158   N14907    4485    EWR  RDU      66.0       416  18.0    12.0  \n",
+       "23208   N348JB    1016    JFK  BOS      41.0       187  19.0     1.0  \n",
+       "23210   N33132    1109    EWR  MCO     135.0       937  19.0     2.0  \n",
+       "23221   N183JB     917    JFK  ORD     134.0       740  19.0    17.0  \n",
+       "23223   N781WN     389    LGA  MDW     128.0       725  19.0    20.0  \n",
+       "23235   N16919    4299    EWR  DCA      40.0       199  19.0    30.0  \n",
+       "23236   N3JGAA     353    LGA  ORD     123.0       733  19.0    31.0  \n",
+       "23245   N10156    4397    EWR  MCI     176.0      1092  19.0    37.0  \n",
+       "23270   N507JB     711    JFK  LAS     326.0      2248  20.0     7.0  \n",
+       "23273   N13949    4131    EWR  RIC      52.0       277  20.0    17.0  \n",
+       "23280   N3ENAA     359    LGA  ORD     124.0       733  20.0    22.0  \n",
+       "23282   N77258    1437    EWR  ORD     128.0       719  20.0    25.0  \n",
+       "23285   N38424     120    EWR  ORD     130.0       719  20.0    30.0  \n",
+       "23286   N904DE    1585    LGA  MCO     127.0       950  20.0    32.0  \n",
+       "23301   N934XJ    3424    JFK  DTW      94.0       509  20.0    53.0  \n",
+       "23307   N13914    4312    EWR  DCA      43.0       199  21.0     0.0  \n",
+       "23310   N16178    3272    LGA  CLE      69.0       419  21.0     4.0  \n",
+       "23313   N917XJ    3542    JFK  MSP     166.0      1029  21.0    11.0  \n",
+       "23316   N802UA     754    EWR  TPA     140.0       997  21.0    17.0  \n",
+       "23321   N604LR    3525    JFK  ORD     130.0       740  21.0    24.0  \n",
+       "23322   N17115    4412    EWR  BUF      54.0       282  21.0    28.0  \n",
+       "23326   N274WN     633    EWR  MDW     124.0       711  21.0    33.0  \n",
+       "23329   N16951    3833    EWR  STL     147.0       872  21.0    44.0  \n",
+       "23333   N425UA     299    EWR  DFW     204.0      1372  21.0    52.0  \n",
+       "23337   N16919    4224    EWR  MKE     129.0       725  22.0    35.0  \n",
+       "23343   N15910    4698    EWR  DCA      40.0       199  23.0     8.0  \n",
+       "23477   N13955    4559    EWR  CVG     104.0       569   7.0    28.0  \n",
+       "23489   N467UA     338    LGA  DEN     236.0      1620   7.0    46.0  \n",
+       "23493   N810MQ    4401    LGA  DTW     108.0       502   7.0    48.0  \n",
+       "23495   N526JB      71    JFK  TPA     144.0      1005   7.0    51.0  \n",
+       "23510   N706JB     125    JFK  FLL     151.0      1069   8.0     3.0  \n",
+       "23518   N16571    4241    EWR  DCA      47.0       199   8.0     9.0  \n",
+       "23536   N13553    4424    EWR  RDU      70.0       416   8.0    23.0  \n",
+       "23551   N13970    4533    EWR  BUF      58.0       282   8.0    37.0  \n",
+       "23588   N16183    4214    EWR  MSP     163.0      1008   9.0     0.0  \n",
+       "23598   N552UA     451    EWR  IAH     193.0      1400   9.0    10.0  \n",
+       "23602   N803MQ    4406    JFK  RDU      66.0       427   9.0    15.0  \n",
+       "23621   N11121    4409    EWR  RIC      54.0       277   9.0    51.0  \n",
+       "23634   N298JB    1172    EWR  BOS      40.0       200   9.0    57.0  \n",
+       "23647   N600LR    3317    JFK  BUF      61.0       301  10.0    15.0  \n",
+       "23650   N510JB     553    EWR  RSW     158.0      1068  10.0    18.0  \n",
+       "23678   N239JB     600    JFK  PWM      48.0       273  11.0     0.0  \n",
+       "23722   N547AA    1855    LGA  STL     142.0       888  12.0     0.0  \n",
+       "23728   N730MQ    4485    LGA  CMH      86.0       479  12.0    16.0  \n",
+       "23732   N16571    4250    EWR  IND     107.0       645  12.0    25.0  \n",
+       "23749   N408WN     145    EWR  STL     137.0       872  12.0    56.0  \n",
+       "23757   N114UW    1443    JFK  CLT      87.0       541  13.0     3.0  \n",
+       "23794   N510MQ    3792    JFK  DCA      51.0       213  14.0     0.0  \n",
+       "23823   N526JB     431    LGA  SRQ     148.0      1047  14.0    43.0  \n",
+       "23844   N76064      15    EWR  HNL     641.0      4963  14.0    59.0  \n",
+       "23855   N306JB     602    JFK  PWM      52.0       273  15.0    14.0  \n",
+       "23856   N22971    4687    EWR  CVG     102.0       569  15.0    17.0  \n",
+       "23860   N546MQ    4577    LGA  CLT      90.0       544  15.0    20.0  \n",
+       "23868   N826AS    5712    JFK  IAD      51.0       228  15.0    29.0  \n",
+       "23871   N634JB      63    JFK  TPA     141.0      1005  15.0    31.0  \n",
+       "23873   N303DQ     401    EWR  ATL     113.0       746  15.0    32.0  \n",
+       "23890   N14953    4381    EWR  DTW      94.0       488  15.0    52.0  \n",
+       "23893   N365NB     935    EWR  ATL     113.0       746  15.0    53.0  \n",
+       "23902   N828UA     595    EWR  AUS     215.0      1504  15.0    55.0  \n",
+       "23914   N11119    4372    EWR  DCA      37.0       199  16.0    11.0  \n",
+       "23923   N585JB     537    EWR  TPA     136.0       997  16.0    27.0  \n",
+       "23939   N26549    3817    EWR  JAX     122.0       820  16.0    44.0  \n",
+       "23952   N638MQ    4333    JFK  PIT      74.0       340  16.0    58.0  \n",
+       "23967   N770SA    4215    EWR  MDW     115.0       711  17.0     9.0  \n",
+       "23974   N371NW    1942    EWR  ATL     115.0       746  17.0    16.0  \n",
+       "23975   N324US    1619    LGA  MSP     164.0      1020  17.0    17.0  \n",
+       "23985   N910XJ    3325    JFK  DFW     198.0      1391  17.0    26.0  \n",
+       "23990   N936XJ    3459    JFK  BNA     107.0       765  17.0    29.0  \n",
+       "23992   N542UW      35    JFK  PHX     299.0      2153  17.0    31.0  \n",
+       "24000   N510JB     369    LGA  PBI     138.0      1035  17.0    39.0  \n",
+       "24004   N8907A    4357    JFK  ORF      49.0       290  17.0    43.0  \n",
+       "24014   N396DA      91    JFK  LAS     318.0      2248  17.0    51.0  \n",
+       "24023   N16911    4485    EWR  RDU      69.0       416  17.0    59.0  \n",
+       "24032   N5DBAA     575    JFK  EGE     382.0      1747  18.0     6.0  \n",
+       "24035   N231WN     891    EWR  HOU     208.0      1411  18.0    10.0  \n",
+       "24036   N3730B    2042    EWR  ATL     106.0       746  18.0    13.0  \n",
+       "24039   N528MQ    3823    JFK  DCA      40.0       213  18.0    17.0  \n",
+       "24041   N539MQ    3695    EWR  ORD     113.0       719  18.0    18.0  \n",
+       "24042   N3JFAA     695    JFK  AUS     211.0      1521  18.0    19.0  \n",
+       "24049   N13989    4411    EWR  MEM     142.0       946  18.0    25.0  \n",
+       "24064   N902WN     216    EWR  MDW     119.0       711  18.0    42.0  \n",
+       "24065   N855MQ    4410    JFK  DCA      40.0       213  18.0    47.0  \n",
+       "24077   N513UA     424    EWR  PBI     137.0      1023  18.0    54.0  \n",
+       "24082   N911DA    1819    LGA  MSP     162.0      1020  18.0    57.0  \n",
+       "24085   N5CAAA    1999    EWR  MIA     144.0      1085  18.0    58.0  \n",
+       "24088   N621SW     161    EWR  DEN     256.0      1605  19.0     4.0  \n",
+       "24101   N617MQ    4323    JFK  ORF      48.0       290  19.0    18.0  \n",
+       "24105   N902XJ    3453    JFK  BOS      46.0       187  19.0    21.0  \n",
+       "24107   N3EDAA     119    EWR  LAX     354.0      2454  19.0    23.0  \n",
+       "24110   N677AW     449    EWR  CLT      77.0       529  19.0    25.0  \n",
+       "24121   N306JB    1111    JFK  RDU      67.0       427  19.0    37.0  \n",
+       "24145   N8525B    4178    JFK  ROC      54.0       264  20.0    20.0  \n",
+       "24147   N21129    4131    EWR  RIC      55.0       277  20.0    25.0  \n",
+       "24148   N27962    4520    EWR  PWM      48.0       284  20.0    26.0  \n",
+       "24155   N8533D    4127    JFK  IAD      52.0       228  20.0    32.0  \n",
+       "24157   N527MQ    4649    LGA  MSP     169.0      1020  20.0    33.0  \n",
+       "24163   N792SW     808    EWR  BWI      35.0       169  20.0    40.0  \n",
+       "24173   N909XJ    3314    JFK  JAX     109.0       828  20.0    54.0  \n",
+       "24178   N904XJ    3439    JFK  CVG     100.0       589  21.0     6.0  \n",
+       "24182   N712EV    5054    EWR  MSP     166.0      1008  21.0    14.0  \n",
+       "24194   N14573    4348    EWR  MSP       NaN      1008  21.0    41.0  \n",
+       "24198   N329JB     629    JFK  HOU     203.0      1428  21.0    49.0  \n",
+       "24199   N8588D    3609    JFK  PHL      40.0        94  21.0    50.0  \n",
+       "24203   N423UA     890    EWR  MIA     147.0      1085  21.0    57.0  \n",
+       "24206   N739MQ    4573    LGA  DTW      97.0       502  22.0     1.0  \n",
+       "24207   N528MQ    3783    JFK  CMH      75.0       483  22.0     2.0  \n",
+       "24208   N601LR    3368    JFK  PIT      67.0       340  22.0     9.0  \n",
+       "24210   N901DE    1485    LGA  MCO     124.0       950  22.0    17.0  \n",
+       "24211   N855UA     812    EWR  LAS     328.0      2227  22.0    38.0  \n",
+       "24213   N26549    3819    EWR  SDF     111.0       642  22.0    43.0  \n",
+       "24216   N8907A    3798    JFK  CLT      76.0       541  22.0    54.0  \n",
+       "24218   N429UA     647    EWR  MCO     122.0       937  23.0    21.0  \n",
+       "24435   N636JB     203    JFK  LAS     329.0      2248   8.0     2.0  \n",
+       "24455   N14953    4393    EWR  IND     110.0       645   8.0    18.0  \n",
+       "24541   N8541D    4220    JFK  RDU      60.0       427   9.0    46.0  \n",
+       "24594   N14143    4530    EWR  OMA     179.0      1134  10.0    57.0  \n",
+       "24600   N16911    4636    EWR  DCA      39.0       199  11.0     6.0  \n",
+       "24604   N829AY    3667    JFK  PHL      37.0        94  11.0    10.0  \n",
+       "24786   N12924    4688    EWR  BWI      48.0       169  14.0    59.0  \n",
+       "24861   N21537    4596    EWR  STL     140.0       872  16.0     8.0  \n",
+       "24924   N396AA      85    JFK  SFO     366.0      2586  17.0    11.0  \n",
+       "24928   N4WTAA     341    LGA  ORD     123.0       733  17.0    16.0  \n",
+       "24946   N13908    4588    EWR  MHT      41.0       209  17.0    32.0  \n",
+       "24986   N3CVAA    1351    JFK  ORD     126.0       740  18.0    21.0  \n",
+       "24992   N3HDAA    1790    JFK  BOS      48.0       187  18.0    28.0  \n",
+       "25002   N4XPAA     345    LGA  ORD     131.0       733  18.0    37.0  \n",
+       "25030   N826UA     689    LGA  ORD     127.0       733  19.0     4.0  \n",
+       "25037   N3BWAA     785    LGA  DFW     253.0      1389  19.0     8.0  \n",
+       "25039   N202AA    1905    EWR  DFW     226.0      1372  19.0    11.0  \n",
+       "25044   N12967    3805    EWR  SAV     101.0       708  19.0    16.0  \n",
+       "25049   N492UA     691    LGA  ORD     133.0       733  19.0    23.0  \n",
+       "25057   N14117    4397    EWR  MCI     183.0      1092  19.0    32.0  \n",
+       "25058   N249JB     917    JFK  ORD     132.0       740  19.0    32.0  \n",
+       "25076   N16709    1139    EWR  DFW     219.0      1372  19.0    49.0  \n",
+       "25095   N10575    4227    EWR  GRR      96.0       605  20.0     5.0  \n",
+       "25096   N13161    4131    EWR  RIC      55.0       277  20.0     5.0  \n",
+       "25117   N607LR    4997    EWR  DTW      82.0       488  20.0    40.0  \n",
+       "25121   N423UA     954    EWR  ORD     116.0       719  20.0    42.0  \n",
+       "25152   N265JB     629    JFK  HOU     223.0      1428  21.0    59.0  \n",
+       "25154   N804UA     754    EWR  TPA     140.0       997  22.0     2.0  \n",
+       "25176   N18556    4322    EWR  PWM      42.0       284   0.0     3.0  \n",
+       "25293   N12142    4471    EWR  CLT      88.0       529   7.0    40.0  \n",
+       "25372   N21537    4533    EWR  BUF      52.0       282   8.0    55.0  \n",
+       "25412   N904XJ    3422    JFK  BOS      42.0       187   9.0    48.0  \n",
+       "25414   N12567    4393    EWR  IND     112.0       645   9.0    49.0  \n",
+       "25424   N18557    4107    EWR  JAX     132.0       820   9.0    57.0  \n",
+       "25427   N11536    4548    EWR  RDU      75.0       416  10.0     5.0  \n",
+       "25443   N568JB     983    LGA  TPA       NaN      1010  10.0    25.0  \n",
+       "25449   N13970    4636    EWR  DCA      52.0       199  10.0    30.0  \n",
+       "25451   N11194    4364    EWR  MCI     183.0      1092  10.0    33.0  \n",
+       "25452   N630AA     647    JFK  MIA     161.0      1089  10.0    34.0  \n",
+       "25454   N13908    4233    EWR  BTV      45.0       266  10.0    37.0  \n",
+       "25469   N13538    4392    EWR  SYR      40.0       195  11.0     3.0  \n",
+       "25472   N833AS    5711    JFK  IAD      47.0       228  11.0     7.0  \n",
+       "25477   N12195    4498    EWR  MSP     153.0      1008  11.0    14.0  \n",
+       "25479   N922XJ    3405    JFK  DCA      52.0       213  11.0    16.0  \n",
+       "25481   N13994    3259    EWR  PWM      46.0       284  11.0    18.0  \n",
+       "25491   N909EV    5736    LGA  IAD      49.0       229  11.0    34.0  \n",
+       "25496   N31131    4530    EWR  OMA     170.0      1134  11.0    45.0  \n",
+       "25510   N13913    4112    EWR  RIC      60.0       277  12.0     0.0  \n",
+       "25515   N745VJ    2171    LGA  DCA      49.0       214  12.0     6.0  \n",
+       "25520   N754EV    5273    LGA  PIT      64.0       335  12.0    17.0  \n",
+       "25521   N8877A    4023    EWR  CVG     104.0       569  12.0    20.0  \n",
+       "25525   N978SW    8500    LGA  ORD     132.0       733  12.0    22.0  \n",
+       "25532   N16976    4691    EWR  DAY      92.0       533  12.0    32.0  \n",
+       "25544   N73259    1663    LGA  DEN     226.0      1620  12.0    55.0  \n",
+       "25545   N27200    4694    EWR  MKE     125.0       725  12.0    57.0  \n",
+       "25550   N528MQ    4658    LGA  ATL     164.0       762  13.0     2.0  \n",
+       "25551   N21537    4445    EWR  IND     108.0       645  13.0     4.0  \n",
+       "25563   N13553    4711    EWR  STL     144.0       872  13.0    21.0  \n",
+       "25584   N935XJ    3483    JFK  BOS      41.0       187  13.0    56.0  \n",
+       "25586   N725MQ    4426    LGA  CMH      86.0       479  14.0     3.0  \n",
+       "25588   N13970    4129    EWR  DCA      43.0       199  14.0    12.0  \n",
+       "25600   N587AA     329    LGA  ORD     131.0       733  14.0    30.0  \n",
+       "25602   N13956    4231    EWR  IAD      46.0       212  14.0    34.0  \n",
+       "25612   N14158    4628    EWR  STL     146.0       872  14.0    48.0  \n",
+       "25613   N740SW     390    LGA  DEN     234.0      1620  14.0    49.0  \n",
+       "25634   N14570    4688    EWR  BWI      42.0       169  15.0     7.0  \n",
+       "25635   N14204    4370    EWR  CHS     102.0       628  15.0     8.0  \n",
+       "25638   N588JB    1161    LGA  PBI     150.0      1035  15.0    11.0  \n",
+       "25643   N208WN     348    LGA  MDW     123.0       725  15.0    20.0  \n",
+       "25646   N3EXAA     753    LGA  DFW     223.0      1389  15.0    23.0  \n",
+       "25647   N805JB    1783    JFK  MCO     139.0       944  15.0    23.0  \n",
+       "25658   N16961    4368    EWR  BDL      31.0       116  15.0    40.0  \n",
+       "25665   N515MJ    3750    LGA  IAD      52.0       229  15.0    51.0  \n",
+       "25670   N918DE    1819    LGA  MSP     146.0      1020  15.0    56.0  \n",
+       "25680   N27962    4572    EWR  GSP     122.0       594  16.0     9.0  \n",
+       "25689   N706JB     393    LGA  MCO     148.0       950  16.0    14.0  \n",
+       "25694    N3766    2043    JFK  ATL     145.0       760  16.0    19.0  \n",
+       "25695   N595JB     377    LGA  FLL     159.0      1076  16.0    19.0  \n",
+       "25700   N369NB    1902    LGA  PBI     146.0      1035  16.0    29.0  \n",
+       "25701   N12967    3835    EWR  BNA     131.0       748  16.0    30.0  \n",
+       "25708   N16976    4581    EWR  MKE     121.0       725  16.0    38.0  \n",
+       "25709   N326AT     348    LGA  ATL     157.0       762  16.0    38.0  \n",
+       "25716   N934XJ    3318    JFK  BUF      56.0       301  16.0    49.0  \n",
+       "25724   N3746H      95    JFK  ATL     132.0       760  16.0    58.0  \n",
+       "25732   N662JB     157    JFK  MCO     152.0       944  17.0    11.0  \n",
+       "25740   N3GTAA     763    LGA  DFW     229.0      1389  17.0    17.0  \n",
+       "25742   N954AT     620    LGA  ATL     135.0       762  17.0    23.0  \n",
+       "25745   N8888D    3719    LGA  RIC      62.0       292  17.0    29.0  \n",
+       "25764   N24729    1710    LGA  CLE      67.0       419  17.0    52.0  \n",
+       "25769   N353JB     917    JFK  ORD     131.0       740  17.0    59.0  \n",
+       "25772   N203JB     139    JFK  RSW     178.0      1074  18.0     3.0  \n",
+       "25775   N374NW    1695    LGA  TPA     163.0      1010  18.0     5.0  \n",
+       "25776   N322NB    1473    LGA  MEM     157.0       963  18.0     6.0  \n",
+       "25779   N8790A    4178    JFK  ROC      52.0       264  18.0     9.0  \n",
+       "25781   N389SW     440    EWR  STL     153.0       872  18.0     9.0  \n",
+       "25782   N809JB      36    JFK  ROC      48.0       264  18.0    10.0  \n",
+       "25787   N365NB    1942    EWR  ATL     139.0       746  18.0    14.0  \n",
+       "25789   N491UA     357    EWR  BOS      49.0       200  18.0    15.0  \n",
+       "25790   N87512    1259    LGA  IAH     238.0      1416  18.0    19.0  \n",
+       "25793   N641JB     985    LGA  TPA     163.0      1010  18.0    20.0  \n",
+       "25794   N16561    3805    EWR  SAV     121.0       708  18.0    23.0  \n",
+       "25796   N304DQ    2042    EWR  ATL     137.0       746  18.0    25.0  \n",
+       "25798   N8696C    4027    EWR  CVG     102.0       569  18.0    27.0  \n",
+       "25800   N334NB     706    JFK  AUS     249.0      1521  18.0    28.0  \n",
+       "25802   N753EV    5486    LGA  PIT      65.0       335  18.0    28.0  \n",
+       "25812   N832MQ    4410    JFK  DCA      56.0       213  18.0    37.0  \n",
+       "25814   N657JB     369    LGA  PBI     153.0      1035  18.0    41.0  \n",
+       "25815   N249JB    1176    EWR  BOS      52.0       200  18.0    44.0  \n",
+       "25817   N16981    4316    EWR  BWI      41.0       169  18.0    46.0  \n",
+       "25821   N936XJ    3355    JFK  MSP     148.0      1029  18.0    51.0  \n",
+       "25831   N938DL    1508    JFK  RSW       NaN      1074  19.0     0.0  \n",
+       "25832   N228WN     216    EWR  MDW     121.0       711  19.0     0.0  \n",
+       "25833   N370NB    1779    LGA  FLL     162.0      1076  19.0     2.0  \n",
+       "25835   N547UW      35    JFK  PHX     289.0      2153  19.0     4.0  \n",
+       "25836   N781WN     808    EWR  BWI      59.0       169  19.0     4.0  \n",
+       "25839   N424WN     408    LGA  BNA     140.0       764  19.0     7.0  \n",
+       "25841   N830UA     689    LGA  ORD     122.0       733  19.0    13.0  \n",
+       "25842   N76505    1116    EWR  BOS      57.0       200  19.0    13.0  \n",
+       "25846   N630AA    1999    EWR  MIA     164.0      1085  19.0    15.0  \n",
+       "25847   N528MQ    4626    LGA  CMH      82.0       479  19.0    15.0  \n",
+       "25850   N12195    4520    EWR  PWM      49.0       284  19.0    22.0  \n",
+       "25851   N73283    1624    EWR  FLL     161.0      1065  19.0    23.0  \n",
+       "25856   N984DL     161    JFK  MIA     160.0      1089  19.0    31.0  \n",
+       "25859   N3AMAA    1351    JFK  ORD     124.0       740  19.0    33.0  \n",
+       "25860   N334JB    1111    JFK  RDU      84.0       427  19.0    35.0  \n",
+       "25862   N912XJ    3542    JFK  MSP     147.0      1029  19.0    36.0  \n",
+       "25863   N625JB     675    JFK  LAX     330.0      2475  19.0    36.0  \n",
+       "25864   N16713    1053    EWR  CLE      67.0       404  19.0    36.0  \n",
+       "25866   N608JB     391    LGA  MCO     153.0       950  19.0    43.0  \n",
+       "25867   N923WN     389    LGA  MDW     118.0       725  19.0    43.0  \n",
+       "25871   N353NW    2190    JFK  MIA     179.0      1089  19.0    47.0  \n",
+       "25873   N930XJ    3375    JFK  SAT       NaN      1587  19.0    53.0  \n",
+       "25875   N38446    1292    EWR  FLL     159.0      1065  19.0    57.0  \n",
+       "25885   N534MQ    3730    EWR  ORD     112.0       719  20.0     3.0  \n",
+       "25886   N722MQ    4517    LGA  CRW      80.0       444  20.0     3.0  \n",
+       "25887   N11194    4109    EWR  MKE     118.0       725  20.0     4.0  \n",
+       "25889   N589AS       7    EWR  SEA     314.0      2402  20.0     6.0  \n",
+       "25891   N807JB      74    JFK  BTV      42.0       266  20.0     8.0  \n",
+       "25896   N11140    4702    EWR  GSO      77.0       445  20.0    17.0  \n",
+       "25897   N21129    4131    EWR  RIC      58.0       277  20.0    17.0  \n",
+       "25899   N989AT     645    LGA  ATL     131.0       762  20.0    23.0  \n",
+       "25903   N638VA      29    JFK  SFO     348.0      2586  20.0    31.0  \n",
+       "25907   N835AY    4019    JFK  RIC      64.0       288  20.0    34.0  \n",
+       "25909   N73256    1637    EWR  TPA     158.0       997  20.0    39.0  \n",
+       "25911   N653JB     547    EWR  PBI     157.0      1023  20.0    42.0  \n",
+       "25912   N910WN     633    EWR  MDW     115.0       711  20.0    44.0  \n",
+       "25915   N178US    1973    EWR  CLT     105.0       529  20.0    51.0  \n",
+       "25920   N18557    4227    EWR  GRR      97.0       605  20.0    57.0  \n",
+       "25922   N196UW    1491    LGA  CLT     108.0       544  20.0    59.0  \n",
+       "25926   N904XJ    3320    JFK  BUF      53.0       301  21.0     2.0  \n",
+       "25927   N650AW     449    EWR  CLT     107.0       529  21.0     4.0  \n",
+       "25931   N296WN     981    LGA  MKE     121.0       738  21.0     9.0  \n",
+       "25933   N922XJ    3525    JFK  ORD     126.0       740  21.0    17.0  \n",
+       "25936   N13956    4175    EWR  CLT     117.0       529  21.0    24.0  \n",
+       "25937   N14977    4133    EWR  GSP     105.0       594  21.0    24.0  \n",
+       "25940   N723MQ    4555    LGA  CMH      82.0       479  21.0    31.0  \n",
+       "25941   N13970    4108    EWR  IAD      45.0       212  21.0    32.0  \n",
+       "25942   N909XJ    3424    JFK  DTW      85.0       509  21.0    34.0  \n",
+       "25944   N951FR     837    LGA  DEN     227.0      1620  21.0    38.0  \n",
+       "25948   N14117    4085    EWR  OMA     166.0      1134  21.0    55.0  \n",
+       "25950   N13994    3822    EWR  TYS     117.0       631  22.0     4.0  \n",
+       "25951   N712JB     155    JFK  MCO     154.0       944  22.0     4.0  \n",
+       "25952   N947WN     530    LGA  MDW     116.0       725  22.0     5.0  \n",
+       "25953   N238JB    1069    JFK  AUS     244.0      1521  22.0     7.0  \n",
+       "25954   N11565    3819    EWR  SDF     185.0       642  22.0    14.0  \n",
+       "25955   N613JB     381    LGA  FLL     158.0      1076  22.0    15.0  \n",
+       "25956   N14204    4333    EWR  TUL     191.0      1215  22.0    19.0  \n",
+       "25957   N10575    4309    EWR  ALB      31.0       143  22.0    24.0  \n",
+       "25958   N618DL    1147    LGA  ATL     136.0       762  22.0    33.0  \n",
+       "25959   N917XJ    3395    JFK  DCA      72.0       213  22.0    37.0  \n",
+       "25960   N15712    1018    EWR  CLE      70.0       404  22.0    38.0  \n",
+       "25962   N27962    4619    EWR  PHL      37.0        80  22.0    44.0  \n",
+       "25964   N809JB      11    JFK  FLL     166.0      1069  22.0    48.0  \n",
+       "25965   N3AEMQ    4660    LGA  BNA     123.0       764  22.0    50.0  \n",
+       "25966   N15572    4404    EWR  PVD      36.0       160  22.0    52.0  \n",
+       "25967   N893AT     354    LGA  CAK      69.0       397  23.0     0.0  \n",
+       "25968   N13538    3833    EWR  STL     142.0       872  23.0     1.0  \n",
+       "25969   N267JB     629    JFK  HOU     235.0      1428  23.0    12.0  \n",
+       "25972   N924XJ    3373    JFK  RDU     101.0       427  23.0    15.0  \n",
+       "25973   N933XJ    3439    JFK  CVG     107.0       589  23.0    22.0  \n",
+       "26076   N550WN     530    LGA  MDW     127.0       725   0.0     1.0  \n",
+       "26079   N178JB      30    JFK  ROC      60.0       264   0.0    12.0  \n",
+       "26080   N663JB     515    EWR  FLL     161.0      1065   0.0    26.0  \n",
+       "26081   N24128    4162    EWR  BTV      43.0       266   0.0    34.0  \n",
+       "26082   N239JB      22    JFK  SYR      43.0       209   0.0    37.0  \n",
+       "26083   N281JB     608    JFK  PWM      41.0       273   0.0    54.0  \n",
+       "26189   N13975    4419    EWR  IND     115.0       645   7.0    32.0  \n",
+       "26217   N14116    4471    EWR  CLT     102.0       529   8.0     4.0  \n",
+       "26232   N722US    1791    JFK  CLT     103.0       541   8.0    17.0  \n",
+       "26234   N12136    4583    EWR  MSY     208.0      1167   8.0    19.0  \n",
+       "26237   N16919    4560    EWR  PIT      61.0       319   8.0    20.0  \n",
+       "26278   N167US    1226    LGA  CLT     104.0       544   8.0    57.0  \n",
+       "26295   N8475B    3611    JFK  PIT      72.0       340   9.0     8.0  \n",
+       "26300   N24224    1162    EWR  ORD     116.0       719   9.0    13.0  \n",
+       "26308   N13553    4691    EWR  DAY     101.0       533   9.0    24.0  \n",
+       "26312   N824MQ    4406    JFK  RDU      90.0       427   9.0    28.0  \n",
+       "26317   N14960    4537    EWR  MEM     165.0       946   9.0    41.0  \n",
+       "26341   N722MQ    4521    LGA  RDU      79.0       431  10.0     8.0  \n",
+       "26342   N624AG     120    JFK  LAX     338.0      2475  10.0    11.0  \n",
+       "26348   N16571    3815    EWR  GSO      74.0       445  10.0    21.0  \n",
+       "26360   N500MQ    4610    LGA  ATL     126.0       762  10.0    44.0  \n",
+       "26382   N732US    1277    LGA  CLT      95.0       544  11.0     9.0  \n",
+       "26397   N711MQ    4471    LGA  RDU      86.0       431  11.0    31.0  \n",
+       "26401   N8736A    3667    JFK  PHL      39.0        94  11.0    35.0  \n",
+       "26413   N258JB    1172    EWR  BOS      36.0       200  11.0    58.0  \n",
+       "26424   N946UW    2122    LGA  BOS      35.0       184  12.0    18.0  \n",
+       "26428   N979DL    2044    LGA  MIA     163.0      1096  12.0    24.0  \n",
+       "26436   N87507    1403    LGA  DEN     235.0      1620  12.0    42.0  \n",
+       "26451   N944UW    2120    LGA  BOS      39.0       184  13.0     5.0  \n",
+       "26452   N10575    4240    EWR  BUF      50.0       282  13.0     8.0  \n",
+       "26453   N329JB      20    JFK  ROC      54.0       264  13.0     8.0  \n",
+       "26467   N11548    4090    EWR  JAX     142.0       820  13.0    30.0  \n",
+       "26470   N14116    4298    EWR  MCI     179.0      1092  13.0    36.0  \n",
+       "26483   N34282    1143    EWR  PBI     152.0      1023  13.0    57.0  \n",
+       "26487   N13124    4662    EWR  RDU      75.0       416  14.0     2.0  \n",
+       "26488   N824MQ    4404    JFK  RDU      85.0       427  14.0     7.0  \n",
+       "26496   N18557    4120    EWR  BUF      53.0       282  14.0    21.0  \n",
+       "26498   N281JB      66    JFK  BUF      65.0       301  14.0    23.0  \n",
+       "26504   N34131    1110    EWR  LAX     330.0      2454  14.0    32.0  \n",
+       "26512    N6702     781    LGA  ATL     126.0       762  14.0    41.0  \n",
+       "26513   N644JB     505    EWR  FLL     169.0      1065  14.0    41.0  \n",
+       "26521   N292JB      32    JFK  ROC      54.0       264  14.0    48.0  \n",
+       "26523   N73291    1164    EWR  FLL     171.0      1065  14.0    50.0  \n",
+       "26524   N3BRAA     753    LGA  DFW     220.0      1389  14.0    52.0  \n",
+       "26539   N13538    3840    EWR  MEM     162.0       946  15.0     6.0  \n",
+       "26542   N261WN    1078    EWR  PHX     319.0      2133  15.0     9.0  \n",
+       "26544   N465WN     348    LGA  MDW     117.0       725  15.0    10.0  \n",
+       "26545   N838UA     595    EWR  BOS      41.0       200  15.0    13.0  \n",
+       "26560   N216JB     347    JFK  SRQ     182.0      1041  15.0    39.0  \n",
+       "26573   N520JB    1161    LGA  PBI     162.0      1035  15.0    52.0  \n",
+       "26589   N661AW     186    EWR  PHX     301.0      2133  16.0     1.0  \n",
+       "26603   N11184    4687    EWR  CVG     105.0       569  16.0    14.0  \n",
+       "26607   N11193    4125    EWR  RDU      72.0       416  16.0    20.0  \n",
+       "26611   N710EV    5164    EWR  MSP     145.0      1008  16.0    21.0  \n",
+       "26624   N510MQ    4579    LGA  CLT     103.0       544  16.0    35.0  \n",
+       "26631   N3ABAA    1925    LGA  MIA     170.0      1096  16.0    50.0  \n",
+       "26633   N922XJ    3318    JFK  BUF      64.0       301  16.0    52.0  \n",
+       "26646   N585JB     393    LGA  MCO     161.0       950  16.0    58.0  \n",
+       "26654   N19966    3817    EWR  JAX     141.0       820  17.0     4.0  \n",
+       "26663   N13202    3267    EWR  ORF      50.0       284  17.0    12.0  \n",
+       "26669   N360NW    1695    LGA  TPA     166.0      1010  17.0    16.0  \n",
+       "26671   N599JB    1053    JFK  PIT      73.0       340  17.0    18.0  \n",
+       "26672   N923DL    1819    LGA  MSP     139.0      1020  17.0    19.0  \n",
+       "26679   N24128    3820    EWR  SDF     118.0       642  17.0    28.0  \n",
+       "26685   N837VA      27    JFK  SFO     377.0      2586  17.0    39.0  \n",
+       "26687   N723MQ    4540    LGA  DTW      85.0       502  17.0    44.0  \n",
+       "26694   N7702A    4215    EWR  MDW     115.0       711  17.0    59.0  \n",
+       "26697   N641JB     369    LGA  PBI     158.0      1035  18.0     2.0  \n",
+       "26704   N12238    1078    EWR  SAT     257.0      1569  18.0     9.0  \n",
+       "26708   N25705    1259    LGA  IAH     215.0      1416  18.0    11.0  \n",
+       "26709   N959UW    2136    LGA  BOS      42.0       184  18.0    14.0  \n",
+       "26713   N27962    4202    EWR  STL     146.0       872  18.0    18.0  \n",
+       "26714   N650AW     656    EWR  PHX     311.0      2133  18.0    18.0  \n",
+       "26725   N12175    4576    EWR  GRR     101.0       605  18.0    26.0  \n",
+       "26730   N329NW    2231    LGA  DTW      80.0       502  18.0    32.0  \n",
+       "26731   N13992    3805    EWR  SAV     134.0       708  18.0    32.0  \n",
+       "26734   N281JB     615    JFK  JAX     150.0       828  18.0    37.0  \n",
+       "26735   N276WN     891    EWR  HOU     240.0      1411  18.0    37.0  \n",
+       "26736   N1EAMQ    4622    LGA  BNA     125.0       764  18.0    40.0  \n",
+       "26749   N381DN    1185    EWR  SLC     271.0      1969  18.0    58.0  \n",
+       "26760   N3FAAA    1611    LGA  MIA     170.0      1096  19.0    12.0  \n",
+       "26770   N239WN     161    EWR  DEN     231.0      1605  19.0    21.0  \n",
+       "26774   N705SW     372    LGA  STL     141.0       888  19.0    25.0  \n",
+       "26778   N273JB    1016    JFK  BOS      43.0       187  19.0    31.0  \n",
+       "26779   N24706    1221    EWR  DFW     210.0      1372  19.0    31.0  \n",
+       "26781   N292JB      15    JFK  FLL     170.0      1069  19.0    33.0  \n",
+       "26787   N12157    4316    EWR  BWI      37.0       169  19.0    38.0  \n",
+       "26791   N722MQ    4484    LGA  BNA     157.0       764  19.0    45.0  \n",
+       "26792   N820UA     812    EWR  LAS     310.0      2227  19.0    45.0  \n",
+       "26793   N75432    1292    EWR  FLL     158.0      1065  19.0    45.0  \n",
+       "26795   N12136    4323    EWR  CVG     111.0       569  19.0    48.0  \n",
+       "26796   N5DTAA    1999    EWR  MIA     160.0      1085  19.0    50.0  \n",
+       "26801   N3DSAA     119    EWR  LAX     343.0      2454  19.0    55.0  \n",
+       "26803   N474AA    1905    EWR  DFW     215.0      1372  19.0    55.0  \n",
+       "26804   N702UW    1973    EWR  CLT      90.0       529  19.0    56.0  \n",
+       "26805   N369NW    2190    JFK  MIA     176.0      1089  19.0    58.0  \n",
+       "26807   N584JB     547    EWR  PBI     158.0      1023  20.0     4.0  \n",
+       "26815   N709EV    5054    EWR  MSP     140.0      1008  20.0    16.0  \n",
+       "26818   N603AT     645    LGA  ATL     127.0       762  20.0    21.0  \n",
+       "26819   N15986    4131    EWR  RIC      60.0       277  20.0    24.0  \n",
+       "26822   N14920    4397    EWR  MCI     175.0      1092  20.0    25.0  \n",
+       "26823   N402AS       7    EWR  SEA     318.0      2402  20.0    25.0  \n",
+       "26824   N478WN     216    EWR  MDW     114.0       711  20.0    27.0  \n",
+       "26826   N14960    4588    EWR  MHT      38.0       209  20.0    28.0  \n",
+       "26827   N964WN     408    LGA  BNA     136.0       764  20.0    28.0  \n",
+       "26829   N827AS    5714    JFK  IAD      50.0       228  20.0    29.0  \n",
+       "26830   N3ANAA     359    LGA  ORD     114.0       733  20.0    37.0  \n",
+       "26833   N426UA     691    LGA  ORD     115.0       733  20.0    38.0  \n",
+       "26834   N206FR     797    LGA  DEN     226.0      1620  20.0    41.0  \n",
+       "26835   N16149    4532    EWR  CHS     114.0       628  20.0    43.0  \n",
+       "26839   N902XJ    3542    JFK  MSP     150.0      1029  20.0    46.0  \n",
+       "26840   N605LR    3369    JFK  MSY     194.0      1182  20.0    46.0  \n",
+       "26842   N544MQ    3730    EWR  ORD     111.0       719  20.0    49.0  \n",
+       "26843   N239JB    1307    JFK  IAD      66.0       228  20.0    51.0  \n",
+       "26844   N289CT     389    LGA  MDW     114.0       725  20.0    52.0  \n",
+       "26847   N21129    4085    EWR  OMA     175.0      1134  20.0    54.0  \n",
+       "26848   N906WN     440    EWR  STL     138.0       872  20.0    54.0  \n",
+       "26850   N825AY    4127    JFK  IAD      54.0       228  20.0    55.0  \n",
+       "26855   N13995    4271    EWR  ALB      29.0       143  20.0    58.0  \n",
+       "26857   N517MQ    3783    JFK  CMH      82.0       483  20.0    59.0  \n",
+       "26858   N523MQ    4674    LGA  CLE      69.0       419  21.0     2.0  \n",
+       "26861   N924XJ    3320    JFK  BUF      66.0       301  21.0     9.0  \n",
+       "26862   N832AS    5693    LGA  IAD      54.0       229  21.0    11.0  \n",
+       "26864   N697DL    1147    LGA  ATL     127.0       762  21.0    12.0  \n",
+       "26866   N904XJ    3314    JFK  JAX     135.0       828  21.0    15.0  \n",
+       "26867   N3JWAA    1762    JFK  BOS      40.0       187  21.0    21.0  \n",
+       "26868   N527AA    2075    EWR  DFW     221.0      1372  21.0    23.0  \n",
+       "26869   N489UA     891    LGA  IAH     234.0      1416  21.0    23.0  \n",
+       "26870   N3BWAA     791    LGA  DFW     213.0      1389  21.0    24.0  \n",
+       "26871   N13124    4204    EWR  OKC     211.0      1325  21.0    25.0  \n",
+       "26872   N903XJ    3525    JFK  ORD     117.0       740  21.0    26.0  \n",
+       "26875   N805AY    3609    JFK  PHL      30.0        94  21.0    30.0  \n",
+       "26876   N944UW    2142    LGA  BOS      34.0       184  21.0    30.0  \n",
+       "26878   N776WN     808    EWR  BWI      34.0       169  21.0    32.0  \n",
+       "26880   N917XJ    3373    JFK  RDU      81.0       427  21.0    35.0  \n",
+       "26882   N536JB     527    EWR  MCO     155.0       937  21.0    35.0  \n",
+       "26883   N309DE     926    EWR  ATL     126.0       746  21.0    39.0  \n",
+       "26884   N3BKAA    1709    LGA  MIA     166.0      1096  21.0    39.0  \n",
+       "26887   N736MQ    4423    JFK  RDU      81.0       427  21.0    48.0  \n",
+       "26889   N8894A    4033    LGA  TYS     117.0       647  21.0    53.0  \n",
+       "26890   N11184    4437    EWR  CLT      94.0       529  21.0    58.0  \n",
+       "26891   N13955    4224    EWR  MKE     113.0       725  21.0    59.0  \n",
+       "26892   N546AA     371    LGA  ORD     109.0       733  22.0     1.0  \n",
+       "26895   N966AT     354    LGA  CAK      69.0       397  22.0     6.0  \n",
+       "26898   N16571    4412    EWR  BUF      56.0       282  22.0    15.0  \n",
+       "26899   N16911    3274    LGA  CLE      79.0       419  22.0    19.0  \n",
+       "26900   N11176    4108    EWR  IAD      52.0       212  22.0    22.0  \n",
+       "26901   N734MQ    4555    LGA  CMH      86.0       479  22.0    25.0  \n",
+       "26902   N520MQ    4584    LGA  CLT      92.0       544  22.0    29.0  \n",
+       "26903   N11194    4333    EWR  TUL     192.0      1215  22.0    32.0  \n",
+       "26904   N912XJ    3439    JFK  CVG     105.0       589  22.0    33.0  \n",
+       "26905   N627JB     529    EWR  MCO     148.0       937  22.0    39.0  \n",
+       "26906   N11199    3833    EWR  STL     152.0       872  22.0    40.0  \n",
+       "26909   N652JB      11    JFK  FLL     168.0      1069  22.0    49.0  \n",
+       "26911   N14162    3822    EWR  TYS     112.0       631  22.0    54.0  \n",
+       "26912   N644JB     383    LGA  FLL     169.0      1076  22.0    56.0  \n",
+       "26914   N16919    4119    EWR  RIC      55.0       277  23.0    10.0  \n",
+       "26915   N14993    4519    EWR  BWI      38.0       169  23.0    12.0  \n",
+       "26916   N473WN     981    LGA  MKE     109.0       738  23.0    24.0  \n",
+       "26917   N13958    4322    EWR  PWM      47.0       284  23.0    30.0  \n",
+       "26918   N711MQ    4573    LGA  DTW      82.0       502  23.0    54.0  \n",
+       "27127   N848MQ    3351    LGA  DTW      88.0       502   7.0    36.0  \n",
+       "27283   N724MQ    3531    LGA  RDU      62.0       431   9.0    46.0  \n",
+       "27339   N923DN     914    LGA  DEN     217.0      1620  10.0    48.0  \n",
+       "27417   N848MQ    3466    LGA  RDU      63.0       431  12.0    38.0  \n",
+       "27427   N748EV    5373    LGA  GSO      67.0       461  12.0    50.0  \n",
+       "27469   N713EV    5309    LGA  BGR      57.0       378  13.0    38.0  \n",
+       "27473   N901XJ    3317    JFK  BUF      54.0       301  13.0    42.0  \n",
+       "27550   N12142    3822    EWR  GSO      66.0       445  14.0    53.0  \n",
+       "27612   N723UW    1802    JFK  CLT      76.0       541  15.0    49.0  \n",
+       "27681   N588UA     257    JFK  SFO     321.0      2586  16.0    50.0  \n",
+       "27730   N713EV    5091    LGA  PIT      52.0       335  17.0    26.0  \n",
+       "27740   N901XJ    3347    JFK  DTW      84.0       509  17.0    36.0  \n",
+       "27837   N13949    4382    EWR  DTW      84.0       488  19.0    12.0  \n",
+       "27885   N601LR    3325    JFK  DFW     167.0      1391  19.0    59.0  \n",
+       "27939   N48901    4224    EWR  MKE     110.0       725  21.0     0.0  \n",
+       "27962   N754EV    5311    LGA  BGR      52.0       378  23.0     8.0  \n",
+       "28182   N552UA     587    EWR  LAS     287.0      2227   8.0    35.0  \n",
+       "28337   N958DL    1847    LGA  ATL      98.0       762  11.0    32.0  \n",
+       "28396   N76515    1572    LGA  DEN     217.0      1620  12.0    47.0  \n",
+       "28688   N506MQ    3748    EWR  ORD     112.0       719  17.0    23.0  \n",
+       "28767   N567UA     745    LGA  DEN     216.0      1620  18.0    33.0  \n",
+       "28770   N9EAMQ    3556    LGA  DTW      78.0       502  18.0    38.0  \n",
+       "28777   N547AA    2488    EWR  DFW     182.0      1372  18.0    48.0  \n",
+       "28785   N436UA     691    LGA  ORD     112.0       733  18.0    53.0  \n",
+       "28855   N811MQ    3301    LGA  RDU      62.0       431  19.0    59.0  \n",
+       "28858   N8698A    3846    JFK  ORF      48.0       290  20.0     2.0  \n",
+       "28941   N73251    1429    EWR  LAS     294.0      2227  23.0    40.0  \n",
+       "29180   N807MQ    3370    JFK  DCA      46.0       213   8.0    56.0  \n",
+       "29217   N518UA     397    JFK  SFO     359.0      2586   9.0    26.0  \n",
+       "29224   N848MQ    3531    LGA  RDU      71.0       431   9.0    44.0  \n",
+       "29266   N595JB     189    JFK  SAN     329.0      2446  10.0    34.0  \n",
+       "29273   N306DQ    1167    JFK  TPA     145.0      1005  10.0    39.0  \n",
+       "29300   N27733    1454    LGA  IAH     193.0      1416  11.0    22.0  \n",
+       "29335   N754EV    5273    LGA  PIT      54.0       335  12.0    16.0  \n",
+       "29340   N14117    4632    EWR  OMA     162.0      1134  12.0    20.0  \n",
+       "29342   N18114    4495    EWR  SAV     104.0       708  12.0    22.0  \n",
+       "29345   N18102    4679    EWR  JAX     115.0       820  12.0    25.0  \n",
+       "29347   N13968    4187    EWR  BNA     107.0       748  12.0    26.0  \n",
+       "29352   N21154    4412    EWR  DSM     143.0      1017  12.0    31.0  \n",
+       "29353   N17185    6181    EWR  IAD      39.0       212  12.0    31.0  \n",
+       "29356   N13949    4628    EWR  STL     133.0       872  12.0    32.0  \n",
+       "29357   N11137    4297    EWR  DTW      77.0       488  12.0    35.0  \n",
+       "29359   N15983    3828    EWR  RDU      65.0       416  12.0    36.0  \n",
+       "29360   N827AS    5736    LGA  IAD      42.0       229  12.0    37.0  \n",
+       "29392   N612QX    5309    LGA  BGR       NaN       378  13.0     4.0  \n",
+       "29437   N13958    3852    EWR  DTW      81.0       488  14.0     4.0  \n",
+       "29439   N391CA    5373    LGA  GSO      66.0       461  14.0     6.0  \n",
+       "29462   N426AA     331    LGA  ORD     110.0       733  14.0    36.0  \n",
+       "29466   N718EV    5207    LGA  CLT      84.0       544  14.0    41.0  \n",
+       "29476   N717EV    5299    LGA  MEM     136.0       963  14.0    47.0  \n",
+       "29513   N16981    4335    EWR  CMH      75.0       463  15.0     9.0  \n",
+       "29516   N15985    4100    EWR  MEM     138.0       946  15.0    10.0  \n",
+       "29519   N19554    6054    EWR  IAD      44.0       212  15.0    11.0  \n",
+       "29540   N12957    4640    EWR  DAY      82.0       533  15.0    32.0  \n",
+       "29555   N11536    4696    EWR  MHT      40.0       209  15.0    47.0  \n",
+       "29558   N13550    6049    EWR  IAD      41.0       212  15.0    50.0  \n",
+       "29572   N829AS    5713    LGA  IAD      45.0       229  15.0    59.0  \n",
+       "29575   N850UA     643    EWR  ORD     107.0       719  16.0     1.0  \n",
+       "29579   N740EV    5378    LGA  PIT      53.0       335  16.0     8.0  \n",
+       "29615   N16178    4144    EWR  CHS      90.0       628  16.0    45.0  \n",
+       "29644   N759EV    4949    LGA  GSO      71.0       461  17.0     8.0  \n",
+       "29649   N3EEAA    1156    LGA  DFW     182.0      1389  17.0    13.0  \n",
+       "29651   N16999    4580    EWR  MKE     111.0       725  17.0    14.0  \n",
+       "29669   N374JB    1105    JFK  ORD     114.0       740  17.0    25.0  \n",
+       "29681   N14923    4684    EWR  SDF     102.0       642  17.0    37.0  \n",
+       "29685   N13913    4662    EWR  RDU      69.0       416  17.0    40.0  \n",
+       "29691   N13968    4175    EWR  AVL      90.0       583  17.0    46.0  \n",
+       "29708   N16541    3825    EWR  IND      95.0       645  18.0     2.0  \n",
+       "29717   N842UA     708    EWR  ORD     107.0       719  18.0    14.0  \n",
+       "29722   N342NB    1585    LGA  MCO     131.0       950  18.0    17.0  \n",
+       "29752   N16911    3813    EWR  GSO      75.0       445  18.0    44.0  \n",
+       "29753   N19554    4201    EWR  DAY      80.0       533  18.0    44.0  \n",
+       "29758   N13949    4410    EWR  CAE      89.0       602  18.0    48.0  \n",
+       "29763   N15572    3843    EWR  CMH      70.0       463  18.0    51.0  \n",
+       "29774   N921XJ    3523    JFK  ORD     116.0       740  18.0    58.0  \n",
+       "29779   N21154    4195    EWR  BNA     105.0       748  19.0     2.0  \n",
+       "29791   N14117    4667    EWR  MSP     147.0      1008  19.0    18.0  \n",
+       "29792   N3AEAA    1185    LGA  DFW     184.0      1389  19.0    19.0  \n",
+       "29819   N983DL    2391    JFK  TPA     142.0      1005  19.0    37.0  \n",
+       "29820    N3753    1576    JFK  SAN     324.0      2446  19.0    38.0  \n",
+       "29842   N12957    4202    EWR  STL     140.0       872  20.0     8.0  \n",
+       "29850   N740EV    5293    LGA  ORF      49.0       296  20.0    15.0  \n",
+       "29857   N810UA     203    EWR  ORD     114.0       719  20.0    23.0  \n",
+       "29862   N758EV    5383    LGA  ROC      43.0       254  20.0    30.0  \n",
+       "29868   N37434    1115    EWR  TPA     134.0       997  20.0    37.0  \n",
+       "29897   N718EV    5268    LGA  CLT      78.0       544  21.0    18.0  \n",
+       "29899   N902XJ    3330    JFK  ORD     113.0       740  21.0    31.0  \n",
+       "29908   N16178    4333    EWR  TUL     170.0      1215  21.0    48.0  \n",
+       "29911   N11539    4312    EWR  DCA      38.0       199  21.0    54.0  \n",
+       "29914   N15985    4536    EWR  CVG      87.0       569  22.0     0.0  \n",
+       "29915   N850UA     695    LGA  ORD     109.0       733  22.0     6.0  \n",
+       "29916   N712EV    5048    LGA  RIC      49.0       292  22.0     6.0  \n",
+       "29917   N11536    4106    EWR  GSO      64.0       445  22.0     7.0  \n",
+       "29918   N709EV    5209    LGA  CHS      86.0       641  22.0    10.0  \n",
+       "29919   N759EV    5038    LGA  BHM     117.0       866  22.0    11.0  \n",
+       "29921   N750EV    5274    LGA  BNA     104.0       764  22.0    14.0  \n",
+       "29926   N13968    4368    EWR  DAY      80.0       533  22.0    44.0  \n",
+       "29931   N16911    5815    EWR  RIC      46.0       277  23.0     2.0  \n",
+       "29932   N932XJ    3525    LGA  SYR      35.0       198  23.0    12.0  \n",
+       "29933   N419UA     208    EWR  SEA     305.0      2402  23.0    27.0  \n",
+       "29934   N12201    4348    EWR  MSP     147.0      1008  23.0    27.0  \n",
+       "30008   N553UA     252    EWR  IAH     176.0      1400   6.0    51.0  \n",
+       "30102   N594JB      23    JFK  LAX     332.0      2475   8.0     3.0  \n",
+       "30153   N12957    4241    EWR  DCA      41.0       199   8.0    39.0  \n",
+       "30172   N8328A     423    LGA  MDW     104.0       725   8.0    52.0  \n",
+       "30228   N17169    4388    EWR  JAX     109.0       820   9.0    54.0  \n",
+       "30231   N901XJ    3317    JFK  BUF      54.0       301   9.0    55.0  \n",
+       "30239   N547UW     495    JFK  PHX     277.0      2153  10.0     1.0  \n",
+       "30309   N605QX    5222    EWR  DTW      79.0       488  11.0    33.0  \n",
+       "30336   N833AS    5711    JFK  IAD      47.0       228  12.0     3.0  \n",
+       "30383   N929XJ    3302    EWR  MSP     155.0      1008  12.0    56.0  \n",
+       "30398   N804MQ    3281    LGA  CMH      74.0       479  13.0     9.0  \n",
+       "30399   N11140    4567    EWR  MCI     156.0      1092  13.0     9.0  \n",
+       "30551   N15985    6049    EWR  IAD      44.0       212  15.0    48.0  \n",
+       "30565   N833AS    5712    JFK  IAD      45.0       228  15.0    56.0  \n",
+       "30573   N902XJ    3318    JFK  BUF      55.0       301  16.0     9.0  \n",
+       "30574   N12563    4144    EWR  CHS      87.0       628  16.0    11.0  \n",
+       "30599   N11113    4181    EWR  MCI     157.0      1092  16.0    31.0  \n",
+       "30641   N925XJ    3523    JFK  ORD     117.0       740  17.0     3.0  \n",
+       "30655   N3LBAA    1155    LGA  DFW     188.0      1389  17.0    14.0  \n",
+       "30659   N712EV    5091    LGA  PIT      53.0       335  17.0    17.0  \n",
+       "30682   N804MQ    3532    LGA  XNA     162.0      1147  17.0    33.0  \n",
+       "30704   N494WN    2988    LGA  MDW     113.0       725  18.0     0.0  \n",
+       "30706   N608QX    4978    LGA  CLT      76.0       544  18.0     0.0  \n",
+       "30708   N5EAAA      45    JFK  LAS     323.0      2248  18.0     2.0  \n",
+       "30751   N913XJ    3310    JFK  MCI     153.0      1113  18.0    41.0  \n",
+       "30774   N520JB     327    EWR  MCO     115.0       937  19.0     0.0  \n",
+       "30795   N14180    4195    EWR  BNA     103.0       748  19.0    19.0  \n",
+       "30874   N597JB     711    JFK  LAS     314.0      2248  20.0    50.0  \n",
+       "30921   N595JB    1295    JFK  AUS     192.0      1521  22.0    42.0  \n",
+       "30924   N817UA     695    LGA  ORD     109.0       733  22.0    57.0  \n",
+       "30925   N14179    5811    EWR  JAX     106.0       820  23.0     8.0  \n",
+       "30927   N717EV    5209    LGA  CHS      81.0       641  23.0    43.0  \n",
+       "30999   N764SW    1884    EWR  MDW     105.0       711   7.0     4.0  \n",
+       "31130   N916XJ    3538    JFK  MSP     147.0      1029   9.0    25.0  \n",
+       "31171   N336AA      84    JFK  BOS      31.0       187  10.0    22.0  \n",
+       "31187   N14920    4510    EWR  MKE     116.0       725  10.0    33.0  \n",
+       "31251   N614QX    5475    LGA  CLT      79.0       544  12.0    20.0  \n",
+       "31284   N689DL    1947    LGA  ATL     103.0       762  13.0     7.0  \n",
+       "31322   N388AA     178    JFK  BOS      39.0       187  14.0    17.0  \n",
+       "31360   N835UA     394    EWR  SFO     332.0      2565  14.0    55.0  \n",
+       "31386   N4WPAA     320    EWR  DFW     196.0      1372  15.0    28.0  \n",
+       "31412   N173DZ     161    JFK  SEA     321.0      2422  16.0     5.0  \n",
+       "31488   N674DL      31    JFK  SLC     267.0      1990  17.0    24.0  \n",
+       "31491   N400WN    3128    LGA  MKE     121.0       738  17.0    30.0  \n",
+       "31492   N913XJ    3523    JFK  ORD     118.0       740  17.0    30.0  \n",
+       "31511   N445WN    1839    LGA  DEN     243.0      1620  18.0     4.0  \n",
+       "31541   N5EUAA     145    JFK  MIA     133.0      1089  18.0    43.0  \n",
+       "31545   N87507    1284    EWR  SFO     345.0      2565  18.0    51.0  \n",
+       "31555   N614QX    5484    LGA  BTV      45.0       258  19.0     6.0  \n",
+       "31564   N206JB    1105    JFK  ORD     118.0       740  19.0    23.0  \n",
+       "31576   N463UA     244    EWR  ORD     109.0       719  19.0    43.0  \n",
+       "31578   N38727    1075    EWR  SNA     310.0      2434  19.0    46.0  \n",
+       "31591   N16963    4191    EWR  BNA     106.0       748  20.0    24.0  \n",
+       "31619   N509UA     237    EWR  LAS     277.0      2227  23.0     3.0  \n",
+       "31736   N789JB     939    JFK  BQN     187.0      1576   8.0     1.0  \n",
+       "31871   N370NB     831    LGA  DTW      76.0       502  10.0    25.0  \n",
+       "31893   N318JB     163    JFK  SRQ     140.0      1041  10.0    54.0  \n",
+       "31959   N8598B    4060    LGA  PIT      54.0       335  12.0    16.0  \n",
+       "31970   N806MQ    3281    LGA  CMH      77.0       479  12.0    36.0  \n",
+       "32053   N528AA    1223    EWR  DFW     197.0      1372  13.0    57.0  \n",
+       "32200   N16963    4181    EWR  MCI     158.0      1092  16.0    20.0  \n",
+       "32238   N744EV    5091    LGA  PIT      54.0       335  16.0    57.0  \n",
+       "32268   N912DE     847    LGA  ATL     136.0       762  17.0    18.0  \n",
+       "32273   N679MQ    3075    JFK  CVG     110.0       589  17.0    23.0  \n",
+       "32316   N632SW     292    EWR  MDW     101.0       711  17.0    59.0  \n",
+       "32362   N3CNAA      67    JFK  SAN     315.0      2446  18.0    43.0  \n",
+       "32447   N841AY    3854    LGA  GSP      94.0       610  20.0    12.0  \n",
+       "32448   N15985    4191    EWR  BNA     117.0       748  20.0    13.0  \n",
+       "32469   N523MQ    3349    LGA  MSP     131.0      1020  20.0    34.0  \n",
+       "32473    N3765    1729    JFK  LAS     286.0      2248  20.0    46.0  \n",
+       "32503   N16918    4278    EWR  CAE      92.0       602  21.0    17.0  \n",
+       "32521   N629VA     415    JFK  LAX     326.0      2475  22.0     3.0  \n",
+       "32522   N11127    4397    EWR  MSY     174.0      1167  22.0     3.0  \n",
+       "32524   N309US    2042    EWR  ATL     107.0       746  22.0     8.0  \n",
+       "32527   N284JB    1677    JFK  JAX     116.0       828  22.0    22.0  \n",
+       "32538   N19554    3842    EWR  MHT      32.0       209   0.0     6.0  \n",
+       "32539   N415WN     382    LGA  MDW     105.0       725   0.0     9.0  \n",
+       "32540   N535JB    1371    LGA  FLL     158.0      1076   0.0    10.0  \n",
+       "32541   N13124    5815    EWR  RIC      48.0       277   0.0    24.0  \n",
+       "32542   N14972    4509    EWR  PWM      45.0       284   0.0    31.0  \n",
+       "32543   N238JB    1816    JFK  SYR      40.0       209   1.0    11.0  \n",
+       "32651   N829AS    5716    JFK  IAD      49.0       228   7.0    21.0  \n",
+       "32679   N495UA     279    EWR  ORD     104.0       719   7.0    49.0  \n",
+       "32786   N748EV    5621    JFK  ATL     118.0       760   9.0     4.0  \n",
+       "32820   N195UW    1831    JFK  CLT     118.0       541   9.0    36.0  \n",
+       "32870   N605QX    5475    LGA  CLT     118.0       544  10.0    28.0  \n",
+       "32911   N554UW    1808    EWR  CLT     111.0       529  11.0    26.0  \n",
+       "32915   N8560F    3579    LGA  IAD      51.0       229  11.0    36.0  \n",
+       "32927   N489UA     447    EWR  PHX     277.0      2133  11.0    53.0  \n",
+       "32966   N908XJ    3493    LGA  SRQ     161.0      1047  12.0    48.0  \n",
+       "32986   N753EV    5309    LGA  BGR      51.0       378  13.0     6.0  \n",
+       "33024   N612QX    5207    LGA  CLT     103.0       544  14.0     1.0  \n",
+       "33075   N337JB    2402    JFK  BUF      55.0       301  15.0     2.0  \n",
+       "33091   N751UW    2183    LGA  DCA      50.0       214  15.0    18.0  \n",
+       "33094   N423WN     246    EWR  PHX     284.0      2133  15.0    22.0  \n",
+       "33099   N740UW    2179    LGA  DCA      53.0       214  15.0    32.0  \n",
+       "33108   N604LR    3393    JFK  DCA      54.0       213  15.0    51.0  \n",
+       "33116   N816UA     446    EWR  MIA     170.0      1085  15.0    59.0  \n",
+       "33125   N8923A    3983    JFK  BWI      61.0       184  16.0     5.0  \n",
+       "33126   N3KMAA    1155    LGA  DFW     196.0      1389  16.0     7.0  \n",
+       "33127   N769US    2181    LGA  DCA      49.0       214  16.0     8.0  \n",
+       "33128   N12921    4687    EWR  CVG     100.0       569  16.0    10.0  \n",
+       "33129   N12157    4193    EWR  MSP     150.0      1008  16.0    10.0  \n",
+       "33132   N711UW    2185    LGA  DCA      60.0       214  16.0    13.0  \n",
+       "33138   N722EV    5395    LGA  CMH      77.0       479  16.0    24.0  \n",
+       "33139   N35407    1107    EWR  DEN     209.0      1605  16.0    28.0  \n",
+       "33141   N335NB    1935    LGA  TPA     158.0      1010  16.0    30.0  \n",
+       "33143   N820AS    5713    LGA  IAD      54.0       229  16.0    34.0  \n",
+       "33144   N755EV    5283    LGA  CVG      97.0       585  16.0    35.0  \n",
+       "33148   N430UA     491    EWR  FLL     175.0      1065  16.0    51.0  \n",
+       "33151   N637JB    1171    LGA  FLL     169.0      1076  16.0    54.0  \n",
+       "33154   N925MQ    3075    JFK  CVG     100.0       589  16.0    58.0  \n",
+       "33159   N12116    1054    EWR  LAX     332.0      2454  17.0     1.0  \n",
+       "33160   N76269    1246    EWR  SFO     346.0      2565  17.0     1.0  \n",
+       "33162   N605LR    3527    LGA  RDU      74.0       431  17.0     3.0  \n",
+       "33164   N378NW    1705    LGA  MSY     166.0      1183  17.0    16.0  \n",
+       "33170   N3DPAA     172    EWR  MIA     167.0      1085  17.0    25.0  \n",
+       "33171   N13968    4662    EWR  RDU      67.0       416  17.0    29.0  \n",
+       "33175   N684MQ    2793    JFK  CMH      79.0       483  17.0    32.0  \n",
+       "33178   N833UA     681    LGA  ORD     110.0       733  17.0    38.0  \n",
+       "33179   N937XJ    3540    JFK  MSP     154.0      1029  17.0    39.0  \n",
+       "33182   N920XJ    3327    JFK  RDU      73.0       427  17.0    40.0  \n",
+       "33183   N857MQ    3386    JFK  DCA      44.0       213  17.0    41.0  \n",
+       "33184   N598UA     257    JFK  SFO     342.0      2586  17.0    44.0  \n",
+       "33185   N13124    3813    EWR  GSO      71.0       445  17.0    44.0  \n",
+       "33186   N909XJ    3347    JFK  DTW      80.0       509  17.0    44.0  \n",
+       "33187   N336NB    1942    EWR  ATL     115.0       746  17.0    46.0  \n",
+       "33194    N1605     161    JFK  SEA     325.0      2422  17.0    52.0  \n",
+       "33196   N752US    1714    LGA  PHL      37.0        96  17.0    59.0  \n",
+       "33197   N693MQ    3216    JFK  ORF      54.0       290  18.0     0.0  \n",
+       "33200   N38458    1593    EWR  MCO     137.0       937  18.0     2.0  \n",
+       "33201   N544MQ    3199    LGA  CLT     101.0       544  18.0     3.0  \n",
+       "33202   N446UA     589    EWR  ORD     118.0       719  18.0     4.0  \n",
+       "33205   N3CKAA     211    JFK  IAH     192.0      1417  18.0    10.0  \n",
+       "33207   N228JB     408    JFK  PWM      45.0       273  18.0    17.0  \n",
+       "33208   N523UA     509    LGA  DEN     220.0      1620  18.0    22.0  \n",
+       "33209   N4WSAA     320    EWR  DFW     185.0      1372  18.0    23.0  \n",
+       "33210   N301NB     884    LGA  DEN     219.0      1620  18.0    24.0  \n",
+       "33213   N521JB     283    JFK  MCO     144.0       944  18.0    29.0  \n",
+       "33214   N760JB    1161    LGA  PBI     143.0      1035  18.0    29.0  \n",
+       "33223   N348NB    1585    LGA  MCO     139.0       950  18.0    38.0  \n",
+       "33224   N7740A    3580    EWR  DEN     219.0      1605  18.0    39.0  \n",
+       "33225   N753EV    5293    LGA  ORF      53.0       296  18.0    39.0  \n",
+       "33227   N75428    1692    EWR  SAN     316.0      2425  18.0    40.0  \n",
+       "33228   N759EV    5091    LGA  PIT      57.0       335  18.0    45.0  \n",
+       "33229   N312US    2231    LGA  DTW      78.0       502  18.0    45.0  \n",
+       "33230   N14920    4377    EWR  JAX     134.0       820  18.0    47.0  \n",
+       "33233   N11109    4181    EWR  MCI     163.0      1092  18.0    48.0  \n",
+       "33237   N940DL    1499    LGA  ATL     112.0       762  18.0    53.0  \n",
+       "33240   N11547    4580    EWR  MKE     112.0       725  18.0    55.0  \n",
+       "33243   N14991    3824    EWR  IAD      45.0       212  18.0    56.0  \n",
+       "33246   N709SW     137    LGA  STL     130.0       888  18.0    58.0  \n",
+       "33248   N12567    4576    EWR  GRR      95.0       605  19.0     1.0  \n",
+       "33250   N825UA     708    EWR  ORD     114.0       719  19.0     3.0  \n",
+       "33251   N660MQ    2949    JFK  BNA     118.0       765  19.0     3.0  \n",
+       "33254   N12922    4133    EWR  PVD      34.0       160  19.0     5.0  \n",
+       "33256   N193JB      86    JFK  ROC      55.0       264  19.0     8.0  \n",
+       "33258   N7702A     134    LGA  BNA     119.0       764  19.0     9.0  \n",
+       "33260   N15985    4502    EWR  BNA     121.0       748  19.0    11.0  \n",
+       "33261   N628AW     516    EWR  PHX     282.0      2133  19.0    12.0  \n",
+       "33262   N14923    4171    EWR  MSN     124.0       799  19.0    12.0  \n",
+       "33263   N236JB    1185    JFK  RDU      70.0       427  19.0    12.0  \n",
+       "33264   N16178    4201    EWR  DAY      89.0       533  19.0    13.0  \n",
+       "33265   N4YSAA    2223    LGA  STL     129.0       888  19.0    13.0  \n",
+       "33268   N364NB     926    EWR  ATL     110.0       746  19.0    16.0  \n",
+       "33269   N528MQ    3556    LGA  DTW      78.0       502  19.0    17.0  \n",
+       "33270   N87531    1048    LGA  ORD     110.0       733  19.0    19.0  \n",
+       "33271   N532MQ    3748    EWR  ORD     109.0       719  19.0    21.0  \n",
+       "33272   N3KWAA     291    JFK  AUS     203.0      1521  19.0    23.0  \n",
+       "33274   N37465    1139    EWR  DEN     212.0      1605  19.0    26.0  \n",
+       "33275   N11113    4113    EWR  RIC      59.0       277  19.0    28.0  \n",
+       "33277   N439UA     375    EWR  SEA     327.0      2402  19.0    29.0  \n",
+       "33278   N836AY    3932    EWR  CVG      99.0       569  19.0    30.0  \n",
+       "33280   N383AA    2351    JFK  MIA     162.0      1089  19.0    31.0  \n",
+       "33282   N623DL      61    LGA  ATL     110.0       762  19.0    31.0  \n",
+       "33284   N821UA     691    LGA  ORD     107.0       733  19.0    33.0  \n",
+       "33286   N558UA     360    EWR  PBI     152.0      1023  19.0    34.0  \n",
+       "33287   N14998    4684    EWR  SDF     104.0       642  19.0    35.0  \n",
+       "33289   N353JB    1516    JFK  SYR      43.0       209  19.0    40.0  \n",
+       "33290   N53441    1635    EWR  PHX     281.0      2133  19.0    42.0  \n",
+       "33292   N238JB    1119    JFK  CLT      95.0       541  19.0    42.0  \n",
+       "33295   N926XJ    3320    JFK  BUF      60.0       301  19.0    49.0  \n",
+       "33297   N376NW    2042    EWR  ATL     110.0       746  19.0    50.0  \n",
+       "33298   N719EV    5298    LGA  OMA     154.0      1148  19.0    52.0  \n",
+       "33300   N723EV    5287    LGA  MSN     116.0       812  19.0    53.0  \n",
+       "33303   N4YDAA    2488    EWR  DFW     189.0      1372  19.0    55.0  \n",
+       "33304   N249JB    2302    JFK  BUF      60.0       301  19.0    56.0  \n",
+       "33307   N716EV    5268    LGA  CLT     100.0       544  19.0    59.0  \n",
+       "33308   N12924    4695    EWR  RDU      76.0       416  20.0     0.0  \n",
+       "33309   N615JB     299    LGA  MCO     140.0       950  20.0     0.0  \n",
+       "33310   N355NB    1854    LGA  FLL     153.0      1076  20.0     0.0  \n",
+       "33311   N944UW    2156    LGA  BOS      41.0       184  20.0     1.0  \n",
+       "33312   N322US    1365    EWR  DTW      81.0       488  20.0     1.0  \n",
+       "33313   N950UW    2154    LGA  BOS      42.0       184  20.0     2.0  \n",
+       "33315   N37287    1165    EWR  LAX     309.0      2454  20.0     3.0  \n",
+       "33316   N199UW     894    LGA  CLT     100.0       544  20.0     3.0  \n",
+       "33317   N641VA     169    EWR  LAX     321.0      2454  20.0     3.0  \n",
+       "33318   N77520    1665    EWR  LAX     320.0      2454  20.0     4.0  \n",
+       "33319   N239JB    2480    EWR  BOS      44.0       200  20.0     4.0  \n",
+       "33320   N595UA     535    JFK  LAX     321.0      2475  20.0     7.0  \n",
+       "33321   N946UW    2158    LGA  BOS      38.0       184  20.0     8.0  \n",
+       "33322   N944WN      19    EWR  STL     124.0       872  20.0     8.0  \n",
+       "33323   N903XJ    3513    LGA  MKE     110.0       738  20.0     8.0  \n",
+       "33324   N337JB    1407    JFK  IAD      57.0       228  20.0     8.0  \n",
+       "33326   N350NA    2019    LGA  MSP     146.0      1020  20.0    13.0  \n",
+       "33327   N203JB     918    JFK  BOS      37.0       187  20.0    15.0  \n",
+       "33328   N332NB    1715    LGA  MSY     165.0      1183  20.0    16.0  \n",
+       "33329   N968DL    2391    JFK  TPA     152.0      1005  20.0    19.0  \n",
+       "33330   N967WN    2698    EWR  MSY     167.0      1167  20.0    21.0  \n",
+       "33331   N11565    4382    EWR  DTW      83.0       488  20.0    23.0  \n",
+       "33334   N497WN     209    LGA  DEN     220.0      1620  20.0    24.0  \n",
+       "33336   N812MQ    3713    LGA  XNA     170.0      1147  20.0    27.0  \n",
+       "33337   N806UA     775    EWR  ORD     106.0       719  20.0    29.0  \n",
+       "33338   N324NB    1435    LGA  TPA     150.0      1010  20.0    29.0  \n",
+       "33339   N422UA     527    EWR  PDX     342.0      2434  20.0    31.0  \n",
+       "33340   N349NB    2142    EWR  ATL     110.0       746  20.0    31.0  \n",
+       "33341   N638VA      29    JFK  SFO     336.0      2586  20.0    34.0  \n",
+       "33345   N901XJ    3542    JFK  MSP     161.0      1029  20.0    43.0  \n",
+       "33346   N13988    4224    EWR  MKE     109.0       725  20.0    44.0  \n",
+       "33347   N8533D    4245    JFK  CHS      96.0       636  20.0    44.0  \n",
+       "33348   N519MQ    3526    LGA  CMH      75.0       479  20.0    45.0  \n",
+       "33349   N908XJ    3555    LGA  BUF      52.0       292  20.0    45.0  \n",
+       "33352   N379DA    1729    JFK  LAS     290.0      2248  20.0    49.0  \n",
+       "33355   N54711    1128    LGA  IAH     188.0      1416  20.0    52.0  \n",
+       "33356   N344NB    2370    LGA  PBI     149.0      1035  20.0    54.0  \n",
+       "33357   N964WN    2067    EWR  HOU     198.0      1411  20.0    56.0  \n",
+       "33359   N368NB    2131    LGA  DTW      77.0       502  20.0    57.0  \n",
+       "33360   N13958    3849    EWR  CVG      98.0       569  20.0    59.0  \n",
+       "33361   N4WJAA     363    LGA  ORD     113.0       733  20.0    59.0  \n",
+       "33363   N348JB    2580    EWR  BOS      49.0       200  21.0     1.0  \n",
+       "33365   N823UA     203    EWR  ORD     113.0       719  21.0     3.0  \n",
+       "33366   N308AT     626    LGA  ATL     115.0       762  21.0     4.0  \n",
+       "33368   N794JB     225    JFK  TPA     151.0      1005  21.0     6.0  \n",
+       "33369   N804JB     327    EWR  MCO     133.0       937  21.0     6.0  \n",
+       "33370   N564UA     237    EWR  SFO     330.0      2565  21.0     7.0  \n",
+       "33371   N853VA     415    JFK  LAX     323.0      2475  21.0     7.0  \n",
+       "33372   N950DL    2002    JFK  DTW      81.0       509  21.0     7.0  \n",
+       "33373   N87513    1064    EWR  BOS      51.0       200  21.0     8.0  \n",
+       "33374   N3FRAA    1185    LGA  DFW     188.0      1389  21.0     8.0  \n",
+       "33375   N302NB    1321    EWR  MSP     141.0      1008  21.0     8.0  \n",
+       "33376   N986DL    2159    JFK  MCO     136.0       944  21.0     8.0  \n",
+       "33377   N15912    3843    EWR  CMH      78.0       463  21.0     9.0  \n",
+       "33378   N711UW    2193    LGA  DCA      47.0       214  21.0    10.0  \n",
+       "33379   N36469    1224    EWR  LAX     315.0      2454  21.0    11.0  \n",
+       "33381   N921DL    1147    LGA  ATL     108.0       762  21.0    15.0  \n",
+       "33382   N429UA     693    LGA  ORD     111.0       733  21.0    16.0  \n",
+       "33383   N153UW    2039    LGA  CLT      89.0       544  21.0    17.0  \n",
+       "33387   N17245    1528    EWR  MCO     144.0       937  21.0    21.0  \n",
+       "33388   N566JB     201    JFK  FLL     153.0      1069  21.0    21.0  \n",
+       "33389   N11119    4333    EWR  TUL     170.0      1215  21.0    23.0  \n",
+       "33390   N4WNAA    1691    EWR  DFW     182.0      1372  21.0    24.0  \n",
+       "33394   N927AT     645    LGA  ATL     107.0       762  21.0    32.0  \n",
+       "33395   N583JB     883    JFK  MCO     135.0       944  21.0    32.0  \n",
+       "33396   N11551    4106    EWR  GSO      73.0       445  21.0    34.0  \n",
+       "33397   N904XJ    3331    JFK  RDU      72.0       427  21.0    34.0  \n",
+       "33399   N14573    5956    LGA  CLE      66.0       419  21.0    35.0  \n",
+       "33400   N708JB    1013    JFK  LGB     319.0      2465  21.0    35.0  \n",
+       "33401   N584JB      71    JFK  SLC     271.0      1990  21.0    35.0  \n",
+       "33402   N530MQ    3662    LGA  ATL     107.0       762  21.0    36.0  \n",
+       "33403   N416UA     374    EWR  FLL     155.0      1065  21.0    39.0  \n",
+       "33404   N807UA     695    LGA  ORD     107.0       733  21.0    41.0  \n",
+       "33405   N933WN    1113    LGA  STL     129.0       888  21.0    42.0  \n",
+       "33406   N612QX    5387    LGA  PIT      58.0       335  21.0    43.0  \n",
+       "33407   N8877A    3843    JFK  PHL      36.0        94  21.0    43.0  \n",
+       "33408   N12922    4543    EWR  DSM     149.0      1017  21.0    44.0  \n",
+       "33409   N283JB    2680    EWR  BOS      37.0       200  21.0    52.0  \n",
+       "33410   N328NW    2057    EWR  DTW      74.0       488  21.0    54.0  \n",
+       "33411   N26208    1545    EWR  IAH     174.0      1400  21.0    55.0  \n",
+       "33413   N839MQ    3374    JFK  RDU      75.0       427  21.0    57.0  \n",
+       "33414   N54241    1049    EWR  BOS      35.0       200  21.0    57.0  \n",
+       "33415   N8928A    4127    JFK  IAD      51.0       228  21.0    59.0  \n",
+       "33416   N659JB     523    JFK  LAX     326.0      2475  21.0    59.0  \n",
+       "33418   N14993    4370    EWR  CHS      98.0       628  22.0     4.0  \n",
+       "33419   N8923A    3885    JFK  BWI      35.0       184  22.0     4.0  \n",
+       "33420   N855UA     208    EWR  SEA     326.0      2402  22.0     5.0  \n",
+       "33421   N924XJ    3395    JFK  DCA      46.0       213  22.0     5.0  \n",
+       "33422   N76265    1651    EWR  SFO     347.0      2565  22.0    10.0  \n",
+       "33424   N384DA     347    JFK  SJU     213.0      1598  22.0    21.0  \n",
+       "33425   N836MQ    3573    LGA  CMH      77.0       479  22.0    26.0  \n",
+       "33426   N7741C     490    LGA  MKE     107.0       738  22.0    26.0  \n",
+       "33427   N722EV    5209    LGA  CHS      92.0       641  22.0    27.0  \n",
+       "33428   N38467    1416    EWR  MCO     134.0       937  22.0    28.0  \n",
+       "33429   N18114    4321    EWR  MCI     154.0      1092  22.0    28.0  \n",
+       "33431   N334JB     105    JFK  ORD     112.0       740  22.0    36.0  \n",
+       "33432   N919XJ    3470    JFK  CVG      90.0       589  22.0    37.0  \n",
+       "33433   N940AT     354    LGA  CAK      62.0       397  22.0    40.0  \n",
+       "33434   N761ND    5038    LGA  BHM     119.0       866  22.0    44.0  \n",
+       "33435   N710EV    5274    LGA  BNA     108.0       764  22.0    44.0  \n",
+       "33436   N636JB    1103    JFK  SJU     198.0      1598  22.0    48.0  \n",
+       "33437   N13968    4361    EWR  TYS      92.0       631  22.0    50.0  \n",
+       "33438   N520UA     471    EWR  SFO     333.0      2565  22.0    53.0  \n",
+       "33439   N611QX    4885    LGA  ILM      88.0       500  22.0    54.0  \n",
+       "33440   N21154    4204    EWR  OKC     182.0      1325  22.0    57.0  \n",
+       "33441   N12175    4085    EWR  OMA     158.0      1134  23.0     2.0  \n",
+       "33442   N16112    4397    EWR  MSY     163.0      1167  23.0     5.0  \n",
+       "33444   N508MQ    3660    LGA  BNA     105.0       764  23.0     9.0  \n",
+       "33446   N755EV    5383    LGA  ROC      42.0       254  23.0    10.0  \n",
+       "33447   N441UA     475    EWR  IAH     187.0      1400  23.0    11.0  \n",
+       "33449   N517MQ    3535    JFK  CMH      75.0       483  23.0    16.0  \n",
+       "33450   N820UA     523    EWR  BOS      34.0       200  23.0    16.0  \n",
+       "33451   N353JB    1677    JFK  JAX     128.0       828  23.0    16.0  \n",
+       "33452   N630JB    1271    LGA  FLL     150.0      1076  23.0    16.0  \n",
+       "33453   N10575    4682    EWR  SDF     108.0       642  23.0    17.0  \n",
+       "33454   N335AA      21    JFK  LAX     311.0      2475  23.0    17.0  \n",
+       "33455   N944UW    2164    LGA  BOS      33.0       184  23.0    18.0  \n",
+       "33456   N928XJ    3304    JFK  MSY     159.0      1182  23.0    19.0  \n",
+       "33457   N87507    1464    EWR  CLE      65.0       404  23.0    24.0  \n",
+       "33458   N371CA    5311    LGA  BGR      49.0       378  23.0    26.0  \n",
+       "33459   N923WN    2520    EWR  MDW     110.0       711  23.0    29.0  \n",
+       "33460   N15986    4536    EWR  CVG      97.0       569  23.0    29.0  \n",
+       "33461   N661JB     499    LGA  MCO     138.0       950  23.0    30.0  \n",
+       "33464   N12924    5904    EWR  BTV      46.0       266  23.0    56.0  \n",
+       "33532   N12157    4672    EWR  STL     115.0       872   1.0    41.0  \n",
+       "33684   N582CA    5503    EWR  MSP     143.0      1008   8.0     1.0  \n",
+       "33702   N555UA     821    JFK  SFO     336.0      2586   8.0    15.0  \n",
+       "33775   N806MQ    3370    JFK  DCA      39.0       213   9.0     7.0  \n",
+       "33784   N371CA    5463    LGA  BNA     108.0       764   9.0    16.0  \n",
+       "33788   N14186    4166    EWR  GSP      94.0       594   9.0    21.0  \n",
+       "33791   N15986    3829    EWR  STL     129.0       872   9.0    22.0  \n",
+       "33795   N814UA     454    EWR  PDX     327.0      2434   9.0    25.0  \n",
+       "33810   N916XJ    3507    JFK  MSY     160.0      1182   9.0    42.0  \n",
+       "33834   N612QX    5220    LGA  ROC      41.0       254  10.0    13.0  \n",
+       "33923   N323JB     518    JFK  BOS      37.0       187  12.0     2.0  \n",
+       "33930   N500MQ    3230    JFK  DCA      45.0       213  12.0    14.0  \n",
+       "34196   N13978    4580    EWR  MKE     108.0       725  16.0    40.0  \n",
+       "34245   N923XJ    3347    JFK  DTW      81.0       509  17.0    20.0  \n",
+       "34254   N916XJ    3540    JFK  MSP     152.0      1029  17.0    26.0  \n",
+       "34256   N903XJ    3357    LGA  BNA     108.0       764  17.0    27.0  \n",
+       "34260   N829AS    5713    LGA  IAD      42.0       229  17.0    31.0  \n",
+       "34362   N339JB    1185    JFK  RDU      63.0       427  19.0     2.0  \n",
+       "34438   N615QX    5268    LGA  CLT      79.0       544  20.0    39.0  \n",
+       "34446   N829AS    5714    JFK  IAD      45.0       228  20.0    49.0  \n",
+       "34453   N933DL    1485    LGA  MCO     139.0       950  20.0    53.0  \n",
+       "34480   N13161    4333    EWR  TUL     156.0      1215  21.0    58.0  \n",
+       "34481   N834UA     375    EWR  FLL     149.0      1065  22.0    15.0  \n",
+       "34482   N921XJ    3331    JFK  RDU      69.0       427  22.0    18.0  \n",
+       "34712   N832AS    5747    LGA  IAD      43.0       229   8.0    46.0  \n",
+       "34787   N927XJ    3317    JFK  BUF      49.0       301   9.0    57.0  \n",
+       "34790   N402UA     207    LGA  IAH     189.0      1416  10.0     1.0  \n",
+       "34858   N3GEAA      84    JFK  BOS      42.0       187  11.0    27.0  \n",
+       "35020   N705JB     971    LGA  FLL     148.0      1076  14.0    46.0  \n",
+       "35081   N829AS    5712    JFK  IAD      48.0       228  15.0    32.0  \n",
+       "35095   N738EV    4949    LGA  GSO      68.0       461  15.0    50.0  \n",
+       "35099   N826AS    5713    LGA  IAD      46.0       229  15.0    52.0  \n",
+       "35173   N758EV    5091    LGA  PIT      50.0       335  16.0    58.0  \n",
+       "35184   N546MQ    3663    JFK  DCA      39.0       213  17.0     5.0  \n",
+       "35202   N491AA     343    LGA  ORD     105.0       733  17.0    17.0  \n",
+       "35205   N12957    3824    EWR  IAD      49.0       212  17.0    20.0  \n",
+       "35263   N519LR    3771    LGA  IAD      46.0       229  18.0    16.0  \n",
+       "35271   N16951    4201    EWR  DAY      72.0       533  18.0    25.0  \n",
+       "35279   N805MQ    3411    LGA  RDU      78.0       431  18.0    28.0  \n",
+       "35322   N591AA    2223    LGA  STL     120.0       888  19.0    15.0  \n",
+       "35325   N708EV    5298    LGA  OMA     140.0      1148  19.0    17.0  \n",
+       "35336   N956LR    2751    LGA  CLT      83.0       544  19.0    27.0  \n",
+       "35350   N35260    1053    EWR  CLE      62.0       404  19.0    39.0  \n",
+       "35370   N504JB    1117    LGA  TPA     141.0      1010  20.0     1.0  \n",
+       "35385   N495UA     237    EWR  ORD     107.0       719  20.0    20.0  \n",
+       "35417   N738EV    5038    LGA  BHM     111.0       866  20.0    56.0  \n",
+       "35424   N566AA     363    LGA  ORD     102.0       733  21.0     7.0  \n",
+       "35427   N3735D    2454    JFK  DEN     202.0      1626  21.0    10.0  \n",
+       "35437   N18243    1464    EWR  CLE      57.0       404  21.0    40.0  \n",
+       "35439   N710EV    5209    LGA  CHS      85.0       641  21.0    42.0  \n",
+       "35446   N37422    1066    EWR  BOS      35.0       200  22.0    12.0  \n",
+       "35447   N511MQ    3603    LGA  DTW      69.0       502  22.0    14.0  \n",
+       "35453   N709EV    4885    LGA  ILM      83.0       500  22.0    38.0  \n",
+       "35456   N705JB    1371    LGA  FLL     138.0      1076  22.0    44.0  \n",
+       "35459   N752EV    5311    LGA  BGR      54.0       378  23.0     0.0  \n",
+       "35460   N925XJ    3525    LGA  SYR      36.0       198  23.0     3.0  \n",
+       "35461   N11565    5959    LGA  CLE      60.0       419  23.0    25.0  \n",
+       "35721   N11536    3821    EWR  GSO      75.0       445   9.0     5.0  \n",
+       "35812   N3GRAA    1160    LGA  MIA     143.0      1096  10.0    53.0  \n",
+       "35850   N34110    4412    EWR  DSM     135.0      1017  11.0    57.0  \n",
+       "35918   N805MQ    3404    LGA  RDU      71.0       431  13.0    18.0  \n",
+       "35944   N14568    4335    EWR  CMH      74.0       463  13.0    54.0  \n",
+       "35957   N13979    3852    EWR  DTW      72.0       488  14.0     6.0  \n",
+       "35958   N324NB     401    EWR  ATL      98.0       746  14.0     6.0  \n",
+       "35961   N34131    1734    EWR  ORD      93.0       719  14.0     8.0  \n",
+       "35966   N13989    3812    EWR  RIC      55.0       277  14.0    15.0  \n",
+       "35969   N13970    6054    EWR  IAD      49.0       212  14.0    21.0  \n",
+       "35985   N12172    4567    EWR  MCI     141.0      1092  14.0    43.0  \n",
+       "35996   N796JB     927    EWR  MCO     129.0       937  14.0    51.0  \n",
+       "36011   N752EV    5181    LGA  MSN     109.0       812  15.0     0.0  \n",
+       "36018   N243WN     246    EWR  PHX     291.0      2133  15.0     8.0  \n",
+       "36036   N16170    4193    EWR  MSP     140.0      1008  15.0    18.0  \n",
+       "36037   N441UA     436    EWR  FLL     145.0      1065  15.0    19.0  \n",
+       "36041   N13903    4100    EWR  MEM     132.0       946  15.0    23.0  \n",
+       "36063   N914DN    1819    LGA  MSP     137.0      1020  15.0    48.0  \n",
+       "36066   N21537    4596    EWR  STL     123.0       872  15.0    53.0  \n",
+       "36069   N14902    4171    EWR  MSN     113.0       799  15.0    56.0  \n",
+       "36079   N832AS    5713    LGA  IAD      55.0       229  16.0     1.0  \n",
+       "36087   N0EGMQ    3588    LGA  MSP     139.0      1020  16.0     9.0  \n",
+       "36089   N26545    4696    EWR  MHT      38.0       209  16.0    11.0  \n",
+       "36094   N18556    4662    EWR  RDU      75.0       416  16.0    18.0  \n",
+       "36112   N948WN     292    EWR  MDW     101.0       711  16.0    43.0  \n",
+       "36140   N672MQ    3075    JFK  CVG      90.0       589  17.0     1.0  \n",
+       "36142   N7735A    3580    EWR  DEN     239.0      1605  17.0     2.0  \n",
+       "36143   N15912    4580    EWR  MKE     104.0       725  17.0     4.0  \n",
+       "36144   N12201    4181    EWR  MCI     146.0      1092  17.0     7.0  \n",
+       "36149   N501MQ    3416    LGA  RDU      66.0       431  17.0    10.0  \n",
+       "36151   N15555    3825    EWR  IND      94.0       645  17.0    10.0  \n",
+       "36152   N930XJ    3523    JFK  ORD     106.0       740  17.0    10.0  \n",
+       "36156   N13913    3824    EWR  IAD      50.0       212  17.0    14.0  \n",
+       "36173   N469UA     399    EWR  ORD     104.0       719  17.0    37.0  \n",
+       "36178   N519MQ    3748    EWR  ORD     103.0       719  17.0    43.0  \n",
+       "36192   N832MQ    3411    LGA  RDU      71.0       431  17.0    59.0  \n",
+       "36197   N3KLAA      65    JFK  DFW     183.0      1391  18.0     2.0  \n",
+       "36199   N467UA     294    EWR  MCO     128.0       937  18.0     5.0  \n",
+       "36200   N87512    1048    LGA  ORD     106.0       733  18.0     6.0  \n",
+       "36212   N506MJ    3771    LGA  IAD      57.0       229  18.0    15.0  \n",
+       "36221   N37287    1665    EWR  LAX     344.0      2454  18.0    28.0  \n",
+       "36229   N909WN    2988    LGA  MDW     101.0       725  18.0    34.0  \n",
+       "36232   N13123    4684    EWR  SDF      96.0       642  18.0    37.0  \n",
+       "36233   N627VA     193    EWR  SFO     333.0      2565  18.0    40.0  \n",
+       "36234   N759GS     209    LGA  DEN     217.0      1620  18.0    40.0  \n",
+       "36243   N652AW     687    EWR  CLT      79.0       529  18.0    51.0  \n",
+       "36248   N338AT     626    LGA  ATL     107.0       762  18.0    55.0  \n",
+       "36249   N501AA    2223    LGA  STL     122.0       888  18.0    55.0  \n",
+       "36254   N14143    4411    EWR  MEM     128.0       946  18.0    59.0  \n",
+       "36257   N834UA     691    LGA  ORD     100.0       733  19.0     3.0  \n",
+       "36263   N556AA    2488    EWR  DFW     185.0      1372  19.0    10.0  \n",
+       "36266   N14972    4705    EWR  ATL     104.0       746  19.0    11.0  \n",
+       "36270   N3CCAA    1185    LGA  DFW     186.0      1389  19.0    15.0  \n",
+       "36272   N592JB     299    LGA  MCO     128.0       950  19.0    18.0  \n",
+       "36273   N518MQ    3526    LGA  CMH      70.0       479  19.0    20.0  \n",
+       "36274   N14993    4113    EWR  RIC      55.0       277  19.0    20.0  \n",
+       "36276   N193JB    2580    EWR  BOS      41.0       200  19.0    23.0  \n",
+       "36280   N566JB     327    EWR  MCO     123.0       937  19.0    29.0  \n",
+       "36284   N14228    1600    EWR  LAX     324.0      2454  19.0    35.0  \n",
+       "36290   N403AS       5    EWR  SEA     306.0      2402  19.0    38.0  \n",
+       "36291   N919WN    1113    LGA  STL     121.0       888  19.0    40.0  \n",
+       "36296   N11536    3849    EWR  CVG      85.0       569  19.0    42.0  \n",
+       "36299   N719EV    5387    LGA  PIT      60.0       335  19.0    43.0  \n",
+       "36301   N942WN    2698    EWR  MSY     154.0      1167  19.0    44.0  \n",
+       "36302   N14916    4410    EWR  CAE      88.0       602  19.0    44.0  \n",
+       "36304   N18243    1139    EWR  DEN     212.0      1605  19.0    50.0  \n",
+       "36308   N473UA     726    EWR  FLL     140.0      1065  19.0    54.0  \n",
+       "36313   N507MQ    3486    LGA  BNA     100.0       764  19.0    59.0  \n",
+       "36320   N947AT     645    LGA  ATL     100.0       762  20.0     2.0  \n",
+       "36321   N925XJ    3445    LGA  DSM     133.0      1031  20.0     2.0  \n",
+       "36323   N201LV     490    LGA  MKE     100.0       738  20.0     6.0  \n",
+       "36324   N622VA     169    EWR  LAX     328.0      2454  20.0     9.0  \n",
+       "36327   N534MQ    3674    LGA  CLE      60.0       419  20.0    13.0  \n",
+       "36328   N288WN      19    EWR  STL     120.0       872  20.0    13.0  \n",
+       "36329   N928XJ    3325    JFK  DFW     177.0      1391  20.0    13.0  \n",
+       "36331   N821UA     775    EWR  ORD     103.0       719  20.0    17.0  \n",
+       "36332   N403UA     652    EWR  IAH     176.0      1400  20.0    18.0  \n",
+       "36335   N54711    1128    LGA  IAH     182.0      1416  20.0    20.0  \n",
+       "36336   N910XJ    3433    JFK  PIT      57.0       340  20.0    21.0  \n",
+       "36341   N218FR     837    LGA  DEN     219.0      1620  20.0    30.0  \n",
+       "36342   N595JB     305    EWR  FLL     141.0      1065  20.0    30.0  \n",
+       "36343   N759EV    5274    LGA  BNA     100.0       764  20.0    31.0  \n",
+       "36353   N844UA     208    EWR  SEA     306.0      2402  20.0    48.0  \n",
+       "36355   N582AA     363    LGA  ORD     105.0       733  20.0    49.0  \n",
+       "36358   N8946A    3843    JFK  PHL      38.0        94  20.0    51.0  \n",
+       "36359   N15572    4191    EWR  BNA     111.0       748  20.0    52.0  \n",
+       "36361   N785SW     318    EWR  MDW     100.0       711  20.0    55.0  \n",
+       "36366   N920XJ    3542    JFK  MSP     142.0      1029  20.0    58.0  \n",
+       "36369   N14905    5909    EWR  CLT      84.0       529  21.0     2.0  \n",
+       "36370   N8948B    4127    JFK  IAD      53.0       228  21.0     3.0  \n",
+       "36372   N73270    1651    EWR  SFO     330.0      2565  21.0     6.0  \n",
+       "36374   N947UW    2162    LGA  BOS      35.0       184  21.0     9.0  \n",
+       "36376   N504MQ    3662    LGA  ATL      97.0       762  21.0    11.0  \n",
+       "36379   N14907    4370    EWR  CHS      91.0       628  21.0    22.0  \n",
+       "36380   N14920    4361    EWR  TYS      89.0       631  21.0    25.0  \n",
+       "36381   N8828D    3885    JFK  BWI      41.0       184  21.0    25.0  \n",
+       "36382   N823UA     695    LGA  ORD     100.0       733  21.0    26.0  \n",
+       "36387   N12172    4085    EWR  OMA     151.0      1134  21.0    29.0  \n",
+       "36388   N826UA     203    EWR  ORD     102.0       719  21.0    30.0  \n",
+       "36389   N806MQ    3374    JFK  RDU      72.0       427  21.0    31.0  \n",
+       "36390   N711HK     382    LGA  MDW      98.0       725  21.0    32.0  \n",
+       "36391   N14116    4204    EWR  OKC     172.0      1325  21.0    33.0  \n",
+       "36393   N346JB     702    JFK  BUF      45.0       301  21.0    38.0  \n",
+       "36394   N73299    1464    EWR  CLE      58.0       404  21.0    39.0  \n",
+       "36396   N39728    1049    EWR  BOS      39.0       200  21.0    42.0  \n",
+       "36398   N627JB    1271    LGA  FLL     141.0      1076  21.0    43.0  \n",
+       "36400   N488UA     404    EWR  IAH     181.0      1400  21.0    51.0  \n",
+       "36402   N15910    4131    EWR  RIC      53.0       277  21.0    54.0  \n",
+       "36404   N26545    4312    EWR  DCA      42.0       199  21.0    57.0  \n",
+       "36406   N34111    4333    EWR  TUL     159.0      1215  21.0    58.0  \n",
+       "36407   N758EV    5209    LGA  CHS      96.0       641  21.0    58.0  \n",
+       "36410   N542MQ    3535    JFK  CMH      66.0       483  22.0     2.0  \n",
+       "36412   N238JB    2680    EWR  BOS      36.0       200  22.0     7.0  \n",
+       "36413   N936XJ    3395    JFK  DCA      46.0       213  22.0     8.0  \n",
+       "36414   N13968    5956    LGA  CLE      60.0       419  22.0     9.0  \n",
+       "36415   N501MQ    3317    LGA  RDU      70.0       431  22.0    11.0  \n",
+       "36416   N722EV    5048    LGA  RIC      55.0       292  22.0    21.0  \n",
+       "36417   N12175    4397    EWR  MSY     157.0      1167  22.0    22.0  \n",
+       "36418   N24103    4348    EWR  MSP     140.0      1008  22.0    25.0  \n",
+       "36419   N14704    1066    EWR  BOS      35.0       200  22.0    26.0  \n",
+       "36420   N917XJ    3331    JFK  RDU      69.0       427  22.0    27.0  \n",
+       "36421   N441UA     475    EWR  IAH     172.0      1400  22.0    28.0  \n",
+       "36422   N503JB     499    LGA  MCO     127.0       950  22.0    28.0  \n",
+       "36424   N752EV    4885    LGA  ILM      73.0       500  22.0    30.0  \n",
+       "36428   N11150    5811    EWR  JAX     112.0       820  22.0    47.0  \n",
+       "36429   N13903    4536    EWR  CVG      84.0       569  22.0    48.0  \n",
+       "36431   N0EGMQ    3660    LGA  BNA      99.0       764  22.0    52.0  \n",
+       "36432   N16170    4368    EWR  DAY      73.0       533  22.0    56.0  \n",
+       "36433   N21537    4682    EWR  SDF      97.0       642  22.0    58.0  \n",
+       "36434   N332AA     185    JFK  LAX     324.0      2475  23.0    10.0  \n",
+       "36435   N811MQ    3621    JFK  DCA      44.0       213  23.0    17.0  \n",
+       "36436   N10575    3833    EWR  CLT      79.0       529  23.0    17.0  \n",
+       "36437   N15555    4509    EWR  PWM      46.0       284  23.0    17.0  \n",
+       "36439   N16149    4672    EWR  STL     117.0       872  23.0    21.0  \n",
+       "36440   N600QX    5311    LGA  BGR      54.0       378  23.0    22.0  \n",
+       "36442   N13989    3842    EWR  MHT      37.0       209  23.0    26.0  \n",
+       "36443   N618JB    1371    LGA  FLL     138.0      1076  23.0    47.0  \n",
+       "36444   N913XJ    3525    LGA  SYR      32.0       198  23.0    53.0  \n",
+       "36464   N955AT     354    LGA  CAK      56.0       397   0.0     8.0  \n",
+       "36465   N283JB    1816    JFK  SYR      39.0       209   0.0    11.0  \n",
+       "36632   N718TW    1415    JFK  SLC     259.0      1990   8.0     6.0  \n",
+       "36755   N23707    1727    EWR  SFO     322.0      2565  10.0     3.0  \n",
+       "36761   N14923    4249    EWR  BWI      36.0       169  10.0    15.0  \n",
+       "36849   N338NW    2319    LGA  MSP     137.0      1020  12.0    10.0  \n",
+       "36856   N665JB       1    JFK  FLL     143.0      1069  12.0    17.0  \n",
+       "36865   N515MQ    3644    LGA  ATL      99.0       762  12.0    28.0  \n",
+       "36870   N710EV    5373    LGA  GSO      74.0       461  12.0    38.0  \n",
+       "36875   N6EAMQ    3466    LGA  RDU      67.0       431  12.0    48.0  \n",
+       "36889   N438AA    1030    LGA  STL     114.0       888  13.0     4.0  \n",
+       "36896   N14974    3807    EWR  ORF      55.0       284  13.0    12.0  \n",
+       "36897   N602LR    3508    LGA  JAX     105.0       833  13.0    12.0  \n",
+       "36898   N507MQ    3461    LGA  BNA     100.0       764  13.0    13.0  \n",
+       "36910   N21537    3848    EWR  CLT      86.0       529  13.0    37.0  \n",
+       "36911   N12552    4640    EWR  DAY      76.0       533  13.0    38.0  \n",
+       "36918   N25134    4141    EWR  ATL      99.0       746  13.0    47.0  \n",
+       "36919   N931WN    3616    EWR  HOU     190.0      1411  13.0    50.0  \n",
+       "36922   N202WN     137    LGA  STL     134.0       888  13.0    52.0  \n",
+       "36936   N14907    3852    EWR  DTW      74.0       488  14.0     8.0  \n",
+       "36938   N722EV    5207    LGA  CLT      77.0       544  14.0     8.0  \n",
+       "36946   N624AG     432    JFK  SFO     326.0      2586  14.0    20.0  \n",
+       "36956   N708JB     553    JFK  PBI     136.0      1028  14.0    36.0  \n",
+       "36957   N752SW    3211    LGA  MKE     107.0       738  14.0    38.0  \n",
+       "36958   N636JB    1639    LGA  RSW     151.0      1080  14.0    38.0  \n",
+       "36962   N11536    4335    EWR  CMH      72.0       463  14.0    43.0  \n",
+       "36970   N794JB     927    EWR  MCO     124.0       937  14.0    49.0  \n",
+       "36971   N857MQ    3340    LGA  DTW      77.0       502  14.0    51.0  \n",
+       "36974   N22971    6054    EWR  IAD      54.0       212  14.0    53.0  \n",
+       "36992   N524MQ    3493    LGA  CLE      59.0       419  15.0     7.0  \n",
+       "36999   N611QX    5181    LGA  MSN     109.0       812  15.0    13.0  \n",
+       "37009   N11547    3822    EWR  GSO      69.0       445  15.0    23.0  \n",
+       "37016   N600LR    3527    LGA  RDU      74.0       431  15.0    31.0  \n",
+       "37018   N833UA     587    EWR  LAS     288.0      2227  15.0    33.0  \n",
+       "37019   N608AT     349    LGA  ATL      98.0       762  15.0    33.0  \n",
+       "37028   N827AS    5712    JFK  IAD      53.0       228  15.0    43.0  \n",
+       "37034   N16963    4100    EWR  MEM     129.0       946  15.0    49.0  \n",
+       "37035   N834UA     460    EWR  CLE      61.0       404  15.0    53.0  \n",
+       "37043   N497UA     591    EWR  SAN     310.0      2425  15.0    58.0  \n",
+       "37048   N184JB    1373    JFK  CHS      92.0       636  16.0     5.0  \n",
+       "37051   N577UA     554    LGA  IAH     186.0      1416  16.0    10.0  \n",
+       "37055   N744EV    5199    LGA  CHS      92.0       641  16.0    13.0  \n",
+       "37056   N323NB    2181    LGA  MCO     124.0       950  16.0    13.0  \n",
+       "37063   N337JB    2480    EWR  BOS      38.0       200  16.0    19.0  \n",
+       "37066   N582AA     331    LGA  ORD     104.0       733  16.0    20.0  \n",
+       "37068   N829AS    5713    LGA  IAD      72.0       229  16.0    22.0  \n",
+       "37078   N527JB    1171    LGA  FLL     150.0      1076  16.0    33.0  \n",
+       "37101   N901WN     292    EWR  MDW     100.0       711  17.0     1.0  \n",
+       "37103   N608QX    4978    LGA  CLT      77.0       544  17.0     5.0  \n",
+       "37110   N232PQ    5370    EWR  MSP     155.0      1008  17.0    13.0  \n",
+       "37113   N16170    4326    EWR  CLT      76.0       529  17.0    19.0  \n",
+       "37114   N37466    1122    EWR  PBI     140.0      1023  17.0    20.0  \n",
+       "37116   N534MQ    3199    LGA  CLT      80.0       544  17.0    23.0  \n",
+       "37118   N839UA     494    LGA  CLE      66.0       419  17.0    25.0  \n",
+       "37133   N15910    4662    EWR  RDU      64.0       416  17.0    42.0  \n",
+       "37136   N758EV    5293    LGA  ORF      73.0       296  17.0    45.0  \n",
+       "37139   N763JB    1117    LGA  TPA     136.0      1010  17.0    46.0  \n",
+       "37140   N597JB     283    JFK  MCO     126.0       944  17.0    47.0  \n",
+       "37142   N446WN     134    LGA  BNA     102.0       764  17.0    48.0  \n",
+       "37144   N369NW    1373    JFK  MIA     153.0      1089  17.0    48.0  \n",
+       "37148   N560AA     320    EWR  DFW     180.0      1372  17.0    53.0  \n",
+       "37149   N487AA     337    LGA  ORD     103.0       733  17.0    54.0  \n",
+       "37155   N11544    4352    EWR  CVG      85.0       569  18.0     6.0  \n",
+       "37158   N3CPAA     172    EWR  MIA     143.0      1085  18.0     8.0  \n",
+       "37159   N12195    4576    EWR  GRR      85.0       605  18.0     9.0  \n",
+       "37161   N13978    3824    EWR  IAD      76.0       212  18.0    13.0  \n",
+       "37164   N618JB    1161    LGA  PBI     139.0      1035  18.0    14.0  \n",
+       "37167   N784NC    2042    EWR  ATL      97.0       746  18.0    15.0  \n",
+       "37172   N265JB    2302    JFK  BUF      54.0       301  18.0    21.0  \n",
+       "37175   N904WN    3580    EWR  DEN     214.0      1605  18.0    25.0  \n",
+       "37182   N11113    4113    EWR  RIC      67.0       277  18.0    31.0  \n",
+       "37184   N405UA     578    EWR  LAS     286.0      2227  18.0    34.0  \n",
+       "37189   N21197    4181    EWR  MCI     142.0      1092  18.0    40.0  \n",
+       "37193   N413UA     215    EWR  BOS      35.0       200  18.0    43.0  \n",
+       "37196   N12540    4502    EWR  BNA     100.0       748  18.0    48.0  \n",
+       "37200   N16919    4171    EWR  MSN     114.0       799  18.0    57.0  \n",
+       "37202   N76515    1206    LGA  ORD     112.0       733  18.0    58.0  \n",
+       "37204   N13949    3849    EWR  CVG      81.0       569  19.0     1.0  \n",
+       "37206   N510MJ    3771    LGA  IAD      54.0       229  19.0     3.0  \n",
+       "37207   N466UA     525    LGA  IAH     186.0      1416  19.0     4.0  \n",
+       "37211   N507MQ    3301    LGA  RDU      65.0       431  19.0     7.0  \n",
+       "37213   N8836A    3932    EWR  CVG      86.0       569  19.0     9.0  \n",
+       "37215   N564AA     353    LGA  ORD     104.0       733  19.0    10.0  \n",
+       "37216   N545AA    2488    EWR  DFW     183.0      1372  19.0    11.0  \n",
+       "37222   N813MQ    3365    JFK  DCA      48.0       213  19.0    19.0  \n",
+       "37223   N801UA     691    LGA  ORD     102.0       733  19.0    19.0  \n",
+       "37227   N639VA     193    EWR  SFO     332.0      2565  19.0    25.0  \n",
+       "37231   N712JB     263    JFK  SEA     309.0      2422  19.0    30.0  \n",
+       "37233   N424WN    2988    LGA  MDW      96.0       725  19.0    31.0  \n",
+       "37236   N583JB     543    EWR  PBI     133.0      1023  19.0    32.0  \n",
+       "37237   N542MQ    3134    EWR  ORD     101.0       719  19.0    33.0  \n",
+       "37238   N13538    4684    EWR  SDF      93.0       642  19.0    33.0  \n",
+       "37241   N350NA    2057    EWR  DTW      71.0       488  19.0    35.0  \n",
+       "37242   N14171    4667    EWR  MSP     140.0      1008  19.0    40.0  \n",
+       "37245   N344AT     626    LGA  ATL     100.0       762  19.0    46.0  \n",
+       "37247   N339NB    2139    LGA  MIA     141.0      1096  19.0    46.0  \n",
+       "37250   N8847A    3320    JFK  BUF      51.0       301  19.0    50.0  \n",
+       "37253   N703JB     153    JFK  PBI     137.0      1028  19.0    52.0  \n",
+       "37255   N22971    4201    EWR  DAY      73.0       533  19.0    54.0  \n",
+       "37256   N16559    4131    EWR  RIC      51.0       277  19.0    56.0  \n",
+       "37258   N716EV    5387    LGA  PIT      49.0       335  19.0    58.0  \n",
+       "37261   N602LR    3433    JFK  PIT      55.0       340  20.0     2.0  \n",
+       "37263   N964DL     947    LGA  ATL      97.0       762  20.0     3.0  \n",
+       "37265   N838UA     404    EWR  IAH     179.0      1400  20.0     9.0  \n",
+       "37267   N722EV    5274    LGA  BNA      98.0       764  20.0    11.0  \n",
+       "37268   N14231    1528    EWR  MCO     122.0       937  20.0    12.0  \n",
+       "37269   N569UW    2039    LGA  CLT      80.0       544  20.0    12.0  \n",
+       "37274   N198UW    1751    EWR  CLT      78.0       529  20.0    17.0  \n",
+       "37275   N752SW     209    LGA  DEN     218.0      1620  20.0    19.0  \n",
+       "37276   N336AA      21    JFK  LAX     300.0      2475  20.0    20.0  \n",
+       "37280   N926XJ    3330    JFK  ORD     108.0       740  20.0    23.0  \n",
+       "37283   N344NB    1715    LGA  MSY     154.0      1183  20.0    26.0  \n",
+       "37285   N591JB     883    JFK  MCO     122.0       944  20.0    30.0  \n",
+       "37287   N832AS    5769    LGA  IAD      48.0       229  20.0    32.0  \n",
+       "37290   N804JB     299    LGA  MCO     123.0       950  20.0    32.0  \n",
+       "37291   N316US    2307    JFK  SAT     202.0      1587  20.0    33.0  \n",
+       "37294   N927XJ    3304    JFK  MSY     151.0      1182  20.0    37.0  \n",
+       "37295   N931DL    2159    JFK  MCO     124.0       944  20.0    39.0  \n",
+       "37296   N286WN    2067    EWR  HOU     189.0      1411  20.0    40.0  \n",
+       "37297   N473WN      19    EWR  STL     116.0       872  20.0    40.0  \n",
+       "37298   N229WN    1113    LGA  STL     120.0       888  20.0    41.0  \n",
+       "37300   N490AA    1691    EWR  DFW     199.0      1372  20.0    46.0  \n",
+       "37304   N16709    1665    EWR  LAX     310.0      2454  20.0    54.0  \n",
+       "37305   N8948B    3843    JFK  PHL      37.0        94  20.0    54.0  \n",
+       "37310   N12957    4191    EWR  BNA      99.0       748  20.0    55.0  \n",
+       "37313   N3GTAA    1193    LGA  DFW     185.0      1389  20.0    58.0  \n",
+       "37314   N653JB     669    JFK  SJC     330.0      2569  20.0    58.0  \n",
+       "37315   N327NB    1435    LGA  TPA     131.0      1010  20.0    58.0  \n",
+       "37316   N332NB    2370    LGA  PBI     133.0      1035  21.0     0.0  \n",
+       "37317   N813UA     695    LGA  ORD     102.0       733  21.0     1.0  \n",
+       "37318   N584AS       5    EWR  SEA     302.0      2402  21.0     1.0  \n",
+       "37319   N908XJ    3513    LGA  MKE      98.0       738  21.0     4.0  \n",
+       "37321   N14568    4224    EWR  MKE     103.0       725  21.0     5.0  \n",
+       "37322   N906XJ    3470    JFK  CVG      83.0       589  21.0     7.0  \n",
+       "37325   N555LV     318    EWR  MDW     104.0       711  21.0    11.0  \n",
+       "37326   N983DL    1147    LGA  ATL      96.0       762  21.0    11.0  \n",
+       "37327   N937XJ    3459    JFK  BNA      95.0       765  21.0    13.0  \n",
+       "37328   N11199    4195    EWR  BNA      98.0       748  21.0    16.0  \n",
+       "37329   N709EV    5306    LGA  GSO      64.0       461  21.0    17.0  \n",
+       "37330   N37274    1651    EWR  SFO     323.0      2565  21.0    18.0  \n",
+       "37334   N184JB     418    JFK  BOS      36.0       187  21.0    23.0  \n",
+       "37335   N27722    1128    LGA  IAH     178.0      1416  21.0    24.0  \n",
+       "37337   N747SA    2698    EWR  MSY     153.0      1167  21.0    25.0  \n",
+       "37339   N828AS    5714    JFK  IAD      47.0       228  21.0    30.0  \n",
+       "37340   N16999    5956    LGA  CLE      61.0       419  21.0    32.0  \n",
+       "37341   N568JB    1271    LGA  FLL     137.0      1076  21.0    32.0  \n",
+       "37342   N805AY    3885    JFK  BWI      39.0       184  21.0    33.0  \n",
+       "37344   N431UA     493    EWR  TPA     126.0       997  21.0    38.0  \n",
+       "37346   N909XJ    3331    JFK  RDU      67.0       427  21.0    41.0  \n",
+       "37348   N717JL     645    LGA  ATL      97.0       762  21.0    44.0  \n",
+       "37349   N634JB     305    EWR  FLL     139.0      1065  21.0    44.0  \n",
+       "37351   N821JB     135    JFK  PHX     288.0      2153  21.0    46.0  \n",
+       "37352   N595UA     771    JFK  LAX     331.0      2475  21.0    47.0  \n",
+       "37353   N844UA     415    EWR  ORD     110.0       719  21.0    48.0  \n",
+       "37354   N635VA     415    JFK  LAX     336.0      2475  21.0    48.0  \n",
+       "37356   N738EV    5268    LGA  CLT      74.0       544  21.0    54.0  \n",
+       "37358   N634VA     169    EWR  LAX     335.0      2454  21.0    59.0  \n",
+       "37359   N644JB     523    JFK  LAX     325.0      2475  22.0     0.0  \n",
+       "37361   N31131    4368    EWR  DAY      72.0       533  22.0     3.0  \n",
+       "37363   N337JB    2580    EWR  BOS      38.0       200  22.0     5.0  \n",
+       "37364   N834UA     208    EWR  SEA     297.0      2402  22.0     6.0  \n",
+       "37365   N14573    5909    EWR  CLT      77.0       529  22.0     6.0  \n",
+       "37367   N753EV    5209    LGA  CHS      84.0       641  22.0     8.0  \n",
+       "37368   N517JB    1295    JFK  AUS     196.0      1521  22.0    13.0  \n",
+       "37369   N38446    1416    EWR  MCO     115.0       937  22.0    15.0  \n",
+       "37372   N5PBMQ    3535    JFK  CMH      69.0       483  22.0    19.0  \n",
+       "37373   N25134    4321    EWR  MCI     143.0      1092  22.0    19.0  \n",
+       "37374   N27724    1712    EWR  IAH     182.0      1400  22.0    20.0  \n",
+       "37379   N608QX    4885    LGA  ILM      65.0       500  22.0    33.0  \n",
+       "37380   N24702    1066    EWR  BOS      36.0       200  22.0    36.0  \n",
+       "37381   N438UA     306    EWR  MIA     134.0      1085  22.0    40.0  \n",
+       "37385   N744EV    5048    LGA  RIC      52.0       292  23.0    12.0  \n",
+       "37387   N479UA     475    EWR  IAH     181.0      1400  23.0    16.0  \n",
+       "37388   N16170    4397    EWR  MSY     150.0      1167  23.0    23.0  \n",
+       "37389   N586JB     499    LGA  MCO     122.0       950  23.0    23.0  \n",
+       "37390   N813MQ    3621    JFK  DCA      39.0       213  23.0    31.0  \n",
+       "37392   N529JB     327    EWR  MCO     121.0       937  23.0    32.0  \n",
+       "37393   N229JB    2680    EWR  BOS      38.0       200  23.0    35.0  \n",
+       "37394   N279WN    2520    EWR  MDW      92.0       711  23.0    42.0  \n",
+       "37395   N13202    4348    EWR  MSP     138.0      1008  23.0    44.0  \n",
+       "37397   N761ND    5383    LGA  ROC      46.0       254  23.0    51.0  \n",
+       "37398   N507MQ    3317    LGA  RDU      64.0       431  23.0    53.0  \n",
+       "37399   N14902    5811    EWR  JAX     109.0       820  23.0    59.0  \n",
+       "37532   N33284    1198    LGA  ORD     102.0       733   7.0    28.0  \n",
+       "37572   N652DL     315    JFK  SJU     202.0      1598   8.0    10.0  \n",
+       "37574   N13975    6177    EWR  IAD      48.0       212   8.0    13.0  \n",
+       "37600   N13970    4348    EWR  CLE      65.0       404   8.0    30.0  \n",
+       "37647   N346JB     885    JFK  RDU      67.0       427   9.0    28.0  \n",
+       "37656   N17146    4240    EWR  BUF      43.0       282   9.0    40.0  \n",
+       "37712   N908XJ    3285    LGA  PIT      52.0       335  11.0     0.0  \n",
+       "37736   N729JB      53    JFK  PBI     133.0      1028  11.0    40.0  \n",
+       "37796   N828AS    5736    LGA  IAD      47.0       229  13.0     9.0  \n",
+       "37833   N346JB      34    JFK  BTV      44.0       266  14.0     5.0  \n",
+       "37902   N507JB     581    JFK  HOU     191.0      1428  15.0    30.0  \n",
+       "37957   N538AA     320    EWR  DFW     199.0      1372  16.0    31.0  \n",
+       "37971   N338AA     133    JFK  LAX     323.0      2475  16.0    52.0  \n",
+       "38007   N34131    1178    EWR  IAH     188.0      1400  17.0    39.0  \n",
+       "38018   N57111    1703    EWR  BOS      35.0       200  17.0    58.0  \n",
+       "38024   N292PQ    3283    LGA  CLT      81.0       544  18.0     9.0  \n",
+       "38025   N5CBAA      45    JFK  LAS     300.0      2248  18.0    10.0  \n",
+       "38038   N11165    5680    EWR  OKC     183.0      1325  18.0    26.0  \n",
+       "38055   N434UA     375    EWR  SEA     328.0      2402  18.0    52.0  \n",
+       "38072   N820UA     708    EWR  ORD     103.0       719  19.0    18.0  \n",
+       "38095   N913XJ    3330    JFK  ORD     109.0       740  20.0    18.0  \n",
+       "38112   N808MQ    3374    JFK  RDU      69.0       427  21.0     8.0  \n",
+       "38131   N239JB     234    JFK  BTV      48.0       266   0.0    15.0  \n",
+       "38351   N507MQ    3419    LGA  ATL     103.0       762   9.0    54.0  \n",
+       "38359   N14974    4625    EWR  BWI      36.0       169  10.0     0.0  \n",
+       "38388   N11137    4140    EWR  ATL     106.0       746  10.0    41.0  \n",
+       "38403   N3AAAA    1160    LGA  MIA     135.0      1096  10.0    57.0  \n",
+       "38435   N355JB    2602    JFK  BUF      52.0       301  11.0    51.0  \n",
+       "38469   N21197    4679    EWR  JAX     109.0       820  12.0    31.0  \n",
+       "38546   N507AY     625    JFK  PHX     295.0      2153  13.0    51.0  \n",
+       "38583   N16149    4567    EWR  MCI     148.0      1092  14.0    40.0  \n",
+       "38633   N17122    1163    EWR  BOS      35.0       200  15.0    14.0  \n",
+       "38673   N8709A    4090    JFK  PHL      31.0        94  15.0    57.0  \n",
+       "38678   N595UA     766    JFK  SFO     337.0      2586  15.0    58.0  \n",
+       "38691   N22971    4144    EWR  CHS      89.0       628  16.0     9.0  \n",
+       "38696   N917DL    2347    LGA  ATL     103.0       762  16.0    16.0  \n",
+       "38766   N3760C     843    JFK  ATL      99.0       760  17.0    16.0  \n",
+       "38796   N832AS    5713    LGA  IAD      51.0       229  17.0    43.0  \n",
+       "38801   N758EV    4991    LGA  RIC      43.0       292  17.0    55.0  \n",
+       "38815   N390DA     706    JFK  AUS     191.0      1521  18.0     5.0  \n",
+       "38816   N619MQ    3075    JFK  CVG      90.0       589  18.0     6.0  \n",
+       "38842   N13550    4705    EWR  ATL     107.0       746  18.0    25.0  \n",
+       "38875   N901XJ    3310    JFK  MCI     148.0      1113  18.0    56.0  \n",
+       "38932   N8709A    4121    JFK  PHL      33.0        94  19.0    56.0  \n",
+       "38965   N723EV    5268    LGA  CLT      81.0       544  20.0    32.0  \n",
+       "38970   N239JB    2202    JFK  BUF      54.0       301  20.0    37.0  \n",
+       "38997   N11165    6073    EWR  OKC     186.0      1325  21.0    12.0  \n",
+       "39000   N14952    3264    EWR  CLT      83.0       529  21.0    21.0  \n",
+       "39017   N758EV    5048    LGA  RIC      55.0       292  21.0    58.0  \n",
+       "39021   N13716    1066    EWR  BOS      43.0       200  22.0    28.0  \n",
+       "39023   N16149    4333    EWR  TUL     169.0      1215  22.0    50.0  \n",
+       "39024   N24128    4321    EWR  MCI     149.0      1092  22.0    51.0  \n",
+       "39029   N921DL    2391    JFK  TPA     124.0      1005  23.0    52.0  \n",
+       "39261   N673UA     598    EWR  IAH     181.0      1400   8.0    49.0  \n",
+       "39280   N13956    3827    EWR  MHT      41.0       209   9.0     8.0  \n",
+       "39309   N580JB     281    JFK  HOU     193.0      1428   9.0    42.0  \n",
+       "39312   N560UA     397    JFK  SFO     345.0      2586   9.0    45.0  \n",
+       "39366   N905XJ    3521    JFK  ORD     110.0       740  10.0    47.0  \n",
+       "39547   N758EV    5283    LGA  CVG      85.0       585  14.0    26.0  \n",
+       "39608   N618JB     581    JFK  HOU     193.0      1428  15.0     6.0  \n",
+       "39762   N720EV    5601    LGA  CLT      85.0       544  17.0    29.0  \n",
+       "39778   N320AA     181    JFK  LAX     343.0      2475  17.0    49.0  \n",
+       "39806   N709TW      95    JFK  LAX     319.0      2475  18.0    14.0  \n",
+       "39830   N11565    4201    EWR  DAY      78.0       533  18.0    35.0  \n",
+       "39841   N12142    4667    EWR  MSP     159.0      1008  18.0    45.0  \n",
+       "39896   N758EV    5268    LGA  CLT      82.0       544  19.0    46.0  \n",
+       "39925   N388DA    2454    JFK  DEN     229.0      1626  20.0     7.0  \n",
+       "39933   N204FR     837    LGA  DEN     223.0      1620  20.0    14.0  \n",
+       "39956   N909XJ    3325    JFK  DFW     183.0      1391  20.0    28.0  \n",
+       "39963   N943DL     502    EWR  ATL      98.0       746  20.0    42.0  \n",
+       "40011   N278AT     626    LGA  ATL     106.0       762  22.0    35.0  \n",
+       "40193   N946UW    2136    LGA  BOS      33.0       184   8.0    14.0  \n",
+       "40207   N710TW     269    JFK  SFO     341.0      2586   8.0    23.0  \n",
+       "40238   N497UA     279    EWR  ORD     101.0       719   8.0    45.0  \n",
+       "40353   N341NB     502    EWR  ATL     108.0       746  10.0    54.0  \n",
+       "40466   N241WN     482    EWR  DEN     244.0      1605  13.0    14.0  \n",
+       "40509   N722EV    5283    LGA  CVG      93.0       585  14.0    13.0  \n",
+       "40556   N181UW    1895    LGA  CLT      88.0       544  14.0    55.0  \n",
+       "40647   N821UA     527    EWR  RSW     136.0      1068  16.0    16.0  \n",
+       "40660   N371DA     500    JFK  LAS     315.0      2248  16.0    26.0  \n",
+       "40661   N491UA     370    EWR  MCO     119.0       937  16.0    27.0  \n",
+       "40710   N618JB     581    JFK  HOU     192.0      1428  17.0     6.0  \n",
+       "40711   N3737C    2459    JFK  MCO     124.0       944  17.0     7.0  \n",
+       "40719   N281JB    1105    JFK  ORD     125.0       740  17.0    12.0  \n",
+       "40725   N56859    1593    EWR  MCO     115.0       937  17.0    18.0  \n",
+       "40754   N619MQ    3202    JFK  IND      99.0       665  17.0    47.0  \n",
+       "40775   N13718    1463    EWR  BOS      38.0       200  18.0     0.0  \n",
+       "40844   N68453    1224    EWR  LAX     328.0      2454  19.0    20.0  \n",
+       "40880   N722EV    5274    LGA  BNA     103.0       764  20.0     0.0  \n",
+       "40887   N920XJ    3433    JFK  PIT      59.0       340  20.0     8.0  \n",
+       "40889   N378DA    2454    JFK  DEN     234.0      1626  20.0    11.0  \n",
+       "40891   N907XJ    3542    JFK  MSP     154.0      1029  20.0    14.0  \n",
+       "40913    N3759     245    JFK  PHX     313.0      2153  20.0    29.0  \n",
+       "40922   N921XJ    3331    JFK  RDU      70.0       427  20.0    48.0  \n",
+       "40933   N807MQ    3365    JFK  DCA      39.0       213  20.0    55.0  \n",
+       "40937   N957DL    1485    LGA  MCO     119.0       950  20.0    58.0  \n",
+       "40938   N316US    2307    JFK  SAT     207.0      1587  20.0    59.0  \n",
+       "40944   N915WN     134    LGA  BNA     117.0       764  21.0    11.0  \n",
+       "40948   N990DL    2159    JFK  MCO     117.0       944  21.0    21.0  \n",
+       "40957   N497UA     652    EWR  IAH     184.0      1400  21.0    33.0  \n",
+       "40959   N750EV    5306    LGA  GSO      69.0       461  21.0    38.0  \n",
+       "40960   N640JB      65    JFK  ABQ     277.0      1826  21.0    46.0  \n",
+       "40968   N134EV    5209    LGA  CHS      82.0       641  22.0    13.0  \n",
+       "40975   N441WN     490    LGA  MKE     106.0       738  23.0    26.0  \n",
+       "41234   N729JB     461    LGA  PBI     128.0      1035   9.0     8.0  \n",
+       "41313   N835AY    3868    JFK  RDU      75.0       427  10.0    49.0  \n",
+       "41426   N827AS    5736    LGA  IAD      44.0       229  13.0     8.0  \n",
+       "41477   N33714    1280    LGA  IAH     244.0      1416  14.0    10.0  \n",
+       "41483   N17122    1641    EWR  MCO     132.0       937  14.0    18.0  \n",
+       "41582   N828AS    5712    JFK  IAD      42.0       228  15.0    46.0  \n",
+       "41626   N729JB     573    EWR  TPA     132.0       997  16.0    16.0  \n",
+       "41635   N340NB     673    EWR  ATL     106.0       746  16.0    24.0  \n",
+       "41665   N521UA     407    EWR  TPA     132.0       997  16.0    53.0  \n",
+       "41828   N511MQ    3301    LGA  RDU      70.0       431  19.0    18.0  \n",
+       "41838   N318JB      86    JFK  ROC      52.0       264  19.0    25.0  \n",
+       "41863   N925MQ    3044    JFK  BWI      37.0       184  19.0    58.0  \n",
+       "41900   N957DL    1485    LGA  MCO     130.0       950  20.0    38.0  \n",
+       "41935   N847MQ    3535    JFK  CMH      77.0       483  21.0    34.0  \n",
+       "41945   N26545    4247    EWR  DTW      94.0       488  22.0    25.0  \n",
+       "41951   N621JB    1371    LGA  FLL     139.0      1076  23.0    12.0  \n",
+       "42046   N514UA     252    EWR  IAH     197.0      1400   6.0    58.0  \n",
+       "42231   N953UW    2138    LGA  BOS      38.0       184   9.0    31.0  \n",
+       "42239   N807MQ    3370    JFK  DCA      43.0       213   9.0    48.0  \n",
+       "42249   N666UA     212    EWR  IAH     199.0      1400   9.0    58.0  \n",
+       "42284   N77525      73    EWR  SFO     334.0      2565  10.0    35.0  \n",
+       "42306   N710EV    5222    EWR  DTW      83.0       488  10.0    58.0  \n",
+       "42359   N16546    4255    EWR  CHS      96.0       628  12.0    16.0  \n",
+       "42396   N807MQ    3386    JFK  DCA      45.0       213  13.0     0.0  \n",
+       "42459   N14907    3812    EWR  RIC      59.0       277  14.0    20.0  \n",
+       "42479   N730EV    5395    LGA  CMH      88.0       479  14.0    42.0  \n",
+       "42516   N323AA     117    JFK  LAX     328.0      2475  15.0     6.0  \n",
+       "42520   N18556    4395    EWR  IND     114.0       645  15.0     9.0  \n",
+       "42545   N14573    3852    EWR  DTW      82.0       488  15.0    30.0  \n",
+       "42553   N282WN    1945    LGA  HOU     227.0      1428  15.0    38.0  \n",
+       "42561   N485AA     337    LGA  ORD     116.0       733  15.0    46.0  \n",
+       "42567   N13566    4596    EWR  STL     151.0       872  15.0    54.0  \n",
+       "42612   N12957    4576    EWR  GRR      93.0       605  16.0    35.0  \n",
+       "42634   N13538    3825    EWR  IND     109.0       645  16.0    54.0  \n",
+       "42641   N13132    4193    EWR  MSP     146.0      1008  17.0     0.0  \n",
+       "42642   N11539    4133    EWR  PVD      40.0       160  17.0     1.0  \n",
+       "42644   N324AA     133    JFK  LAX     320.0      2475  17.0     1.0  \n",
+       "42654   N447UA     460    EWR  CLE      67.0       404  17.0     8.0  \n",
+       "42658   N16546    4326    EWR  CLT      93.0       529  17.0     9.0  \n",
+       "42690   N14905    3824    EWR  IAD      43.0       212  17.0    36.0  \n",
+       "42694   N14950    4502    EWR  BNA     130.0       748  17.0    44.0  \n",
+       "42716   N27200    4572    EWR  GSP     100.0       594  18.0     9.0  \n",
+       "42727   N16713    1064    EWR  BOS      43.0       200  18.0    17.0  \n",
+       "42728   N564AA    2488    EWR  DFW     208.0      1372  18.0    17.0  \n",
+       "42735   N853UA     246    EWR  DFW     202.0      1372  18.0    25.0  \n",
+       "42749   N832MQ    3411    LGA  RDU      89.0       431  18.0    30.0  \n",
+       "42761   N26545    4705    EWR  ATL     124.0       746  18.0    39.0  \n",
+       "42765   N354NW    1131    LGA  DTW      86.0       502  18.0    48.0  \n",
+       "42784   N518MQ    3556    LGA  DTW      84.0       502  19.0     3.0  \n",
+       "42809   N730EV    5287    LGA  MSN     117.0       812  19.0    33.0  \n",
+       "42811   N710EV    5268    LGA  CLT      92.0       544  19.0    34.0  \n",
+       "42816   N833UA     589    EWR  ORD     111.0       719  19.0    36.0  \n",
+       "42823   N14998    4662    EWR  RDU      70.0       416  19.0    39.0  \n",
+       "42831   N753EV    5274    LGA  BNA     123.0       764  19.0    52.0  \n",
+       "42835   N4YHAA     353    LGA  ORD     115.0       733  19.0    54.0  \n",
+       "42841   N466UA     485    EWR  DEN     233.0      1605  19.0    57.0  \n",
+       "42846   N10575    4131    EWR  RIC      51.0       277  19.0    59.0  \n",
+       "42847   N632MQ    3044    JFK  BWI      44.0       184  20.0     0.0  \n",
+       "42856   N387DA    2454    JFK  DEN     236.0      1626  20.0    11.0  \n",
+       "42880   N11184    5909    EWR  CLT      88.0       529  20.0    41.0  \n",
+       "42885   N546MQ    3349    LGA  MSP     143.0      1020  20.0    50.0  \n",
+       "42920   N755EV    5038    LGA  BHM     129.0       866  21.0    38.0  \n",
+       "42928   N16170    4348    EWR  MSP     151.0      1008  21.0    48.0  \n",
+       "42933   N842UA     208    EWR  SEA     312.0      2402  22.0     6.0  \n",
+       "42934   N16546    4312    EWR  DCA      41.0       199  22.0     6.0  \n",
+       "42944   N12569    5904    EWR  BTV      45.0       266  23.0     6.0  \n",
+       "42946   N14923    3842    EWR  MHT      35.0       209  23.0    37.0  \n",
+       "43197   N17719    1548    EWR  MSY     181.0      1167   9.0     0.0  \n",
+       "43234   N14158    4866    EWR  BTV      45.0       266   9.0    48.0  \n",
+       "43294   N8672A    4060    LGA  DAY      93.0       549  10.0    54.0  \n",
+       "43295   N474UA     497    EWR  PBI     146.0      1023  10.0    55.0  \n",
+       "43336   N738EV    5208    LGA  RIC      56.0       292  11.0    52.0  \n",
+       "43353   N934XJ    3305    LGA  BNA     135.0       764  12.0    11.0  \n",
+       "43400   N14573    4445    EWR  IND     110.0       645  13.0     1.0  \n",
+       "43460   N337NW    1798    EWR  ATL     117.0       746  14.0     6.0  \n",
+       "43461   N11539    3852    EWR  DTW      89.0       488  14.0    10.0  \n",
+       "43513   N14998    3848    EWR  CLT      89.0       529  14.0    58.0  \n",
+       "43571   N16999    4662    EWR  RDU      76.0       416  15.0    53.0  \n",
+       "43597   N5EXAA     145    JFK  MIA     156.0      1089  16.0    15.0  \n",
+       "43602   N748UW    2185    LGA  DCA      39.0       214  16.0    18.0  \n",
+       "43619   N351AA      85    JFK  SFO     347.0      2586  16.0    33.0  \n",
+       "43647   N14923    3825    EWR  IND     114.0       645  16.0    59.0  \n",
+       "43650   N924WN    3580    EWR  DEN     231.0      1605  17.0     1.0  \n",
+       "43657   N775JB      83    JFK  MCO     134.0       944  17.0     5.0  \n",
+       "43692   N13913    4684    EWR  SDF     119.0       642  17.0    47.0  \n",
+       "43693   N48901    3824    EWR  IAD      45.0       212  17.0    48.0  \n",
+       "43706   N14558    3813    EWR  GSO      73.0       445  17.0    56.0  \n",
+       "43711   N16571    4294    EWR  SAV     113.0       708  18.0     0.0  \n",
+       "43724   N79279    1284    EWR  SFO     344.0      2565  18.0    13.0  \n",
+       "43731   N14573    4352    EWR  CVG      95.0       569  18.0    19.0  \n",
+       "43761   N12569    3849    EWR  CVG     102.0       569  18.0    42.0  \n",
+       "43764   N13955    4382    EWR  DTW     102.0       488  18.0    46.0  \n",
+       "43781   N230WN      19    EWR  STL     143.0       872  18.0    58.0  \n",
+       "43811   N73256    1206    LGA  ORD     121.0       733  19.0    27.0  \n",
+       "43815   N955WN     318    EWR  MDW     115.0       711  19.0    29.0  \n",
+       "43864   N4XBAA     359    LGA  ORD     124.0       733  20.0    20.0  \n",
+       "43874   N931XJ    3555    LGA  BUF      52.0       292  20.0    28.0  \n",
+       "43902   N16183    4321    EWR  MCI     176.0      1092  21.0     7.0  \n",
+       "43916   N925DL    2347    LGA  ATL     119.0       762  21.0    29.0  \n",
+       "43933   N526JB     523    JFK  LAX     345.0      2475  22.0     8.0  \n",
+       "43935   N526MQ    3384    LGA  CLT      86.0       544  22.0    15.0  \n",
+       "43936   N14923    5811    EWR  JAX     122.0       820  22.0    25.0  \n",
+       "43943   N16571    4372    EWR  DCA      36.0       199  23.0    17.0  \n",
+       "44170   N918XJ    3492    JFK  DCA      56.0       213  10.0     1.0  \n",
+       "44321   N37413    1663    EWR  SFO     327.0      2565  13.0    53.0  \n",
+       "44329   N29917    3813    EWR  GSO      78.0       445  14.0    16.0  \n",
+       "44343   N598JB     505    EWR  FLL     156.0      1065  14.0    32.0  \n",
+       "44435   N575UA     404    EWR  IAH     226.0      1400  16.0    12.0  \n",
+       "44484   N292PQ    3540    JFK  MSP     149.0      1029  17.0     4.0  \n",
+       "44505   N718TW     804    JFK  PIT      69.0       340  17.0    26.0  \n",
+       "44527   N564UA     215    EWR  BOS      38.0       200  18.0     2.0  \n",
+       "44566   N722TW     141    JFK  SFO     327.0      2586  19.0    11.0  \n",
+       "44604   N594UA     237    EWR  LAS     298.0      2227  20.0    45.0  \n",
+       "44815   N571JB    1717    LGA  TPA     162.0      1010   8.0    57.0  \n",
+       "45073   N3EJAA     178    JFK  BOS      41.0       187  14.0    12.0  \n",
+       "45127   N14204    4687    EWR  CVG     100.0       569  14.0    58.0  \n",
+       "45211   N717EV    5199    LGA  CHS     102.0       641  16.0    14.0  \n",
+       "45219   N571JB    1171    LGA  FLL     175.0      1076  16.0    23.0  \n",
+       "45246   N14118    1205    EWR  SFO     337.0      2565  16.0    53.0  \n",
+       "45303   N516MQ    3663    JFK  DCA      58.0       213  17.0    34.0  \n",
+       "45375   N915FJ    2751    LGA  CLT      95.0       544  18.0    53.0  \n",
+       "45385   N811MQ    3713    LGA  XNA     185.0      1147  18.0    59.0  \n",
+       "45391   N916DL    1585    LGA  MCO     147.0       950  19.0     5.0  \n",
+       "45439   N8477R    4245    JFK  CHS      99.0       636  19.0    49.0  \n",
+       "45448   N659MQ    3044    JFK  BWI      38.0       184  19.0    58.0  \n",
+       "45457   N638JB    1117    LGA  TPA     158.0      1010  20.0     8.0  \n",
+       "45461   N954UW    2193    LGA  DCA      41.0       214  20.0    14.0  \n",
+       "45506   N8775A    4127    JFK  IAD      48.0       228  21.0     4.0  \n",
+       "45507   N669AW     629    JFK  PHX     298.0      2153  21.0     5.0  \n",
+       "45510   N520JB    1271    LGA  FLL     145.0      1076  21.0     8.0  \n",
+       "45521   N779JB     915    JFK  SFO     344.0      2586  21.0    32.0  \n",
+       "45533   N12201    4224    EWR  MKE     113.0       725  22.0     3.0  \n",
+       "45535   N16919    5811    EWR  JAX     128.0       820  22.0    29.0  \n",
+       "45542   N707EV    4885    LGA  ILM      83.0       500  22.0    59.0  \n",
+       "45882   N707EV    5195    LGA  RIC      55.0       292  10.0    48.0  \n",
+       "46035   N14950    4141    EWR  ATL     128.0       746  13.0    49.0  \n",
+       "46076   N707EV    5378    LGA  PIT      55.0       335  14.0    41.0  \n",
+       "46153   N834AS    5713    LGA  IAD      46.0       229  15.0    38.0  \n",
+       "46190    N1605     161    JFK  SEA     331.0      2422  16.0     5.0  \n",
+       "46260   N932XJ    3459    JFK  BNA     125.0       765  17.0     6.0  \n",
+       "46290   N16546    4684    EWR  SDF     117.0       642  17.0    34.0  \n",
+       "46331   N306JB    2580    EWR  BOS      43.0       200  18.0    18.0  \n",
+       "46358   N925XJ    3448    JFK  CVG     111.0       589  18.0    42.0  \n",
+       "46416   N996DL    2391    JFK  TPA     156.0      1005  19.0    41.0  \n",
+       "46435   N303AS       5    EWR  SEA     318.0      2402  19.0    58.0  \n",
+       "46441   N13248    1526    EWR  LAX     320.0      2454  20.0     2.0  \n",
+       "46446   N914XJ    3330    JFK  ORD     124.0       740  20.0     9.0  \n",
+       "46503   N918XJ    3470    JFK  CVG     113.0       589  21.0     3.0  \n",
+       "46504   N920XJ    3320    JFK  BUF      53.0       301  21.0     3.0  \n",
+       "46508   N397DA    1729    JFK  LAS     303.0      2248  21.0    19.0  \n",
+       "46521   N8775A    4329    JFK  PIT      70.0       340  22.0    21.0  \n",
+       "46529   N15980    3842    EWR  MHT      35.0       209  23.0    13.0  \n",
+       "46530   N327AA     185    JFK  LAX       NaN      2475  23.0    47.0  \n",
+       "46634   N854UA     698    EWR  TPA     154.0       997   7.0    14.0  \n",
+       "46702   N553UA     343    LGA  DEN     224.0      1620   8.0    11.0  \n",
+       "46705   N489UA     537    EWR  PBI     149.0      1023   8.0    12.0  \n",
+       "46779   N523UA     561    LGA  DEN     220.0      1620   9.0     7.0  \n",
+       "46802   N12195    4388    EWR  JAX     136.0       820   9.0    31.0  \n",
+       "46812   N738EV    5195    LGA  RIC      53.0       292   9.0    48.0  \n",
+       "46896   N324AA      33    JFK  LAX     321.0      2475  11.0    24.0  \n",
+       "46947   N937XJ    3528    LGA  JAX     142.0       833  12.0    44.0  \n",
+       "46961   N335AA     179    JFK  SFO     335.0      2586  12.0    50.0  \n",
+       "46992   N843UA     533    EWR  PHX     278.0      2133  13.0    26.0  \n",
+       "47037   N630AA    1697    JFK  MIA     162.0      1089  14.0    21.0  \n",
+       "47114   N337JB    2402    JFK  BUF      61.0       301  15.0    26.0  \n",
+       "47156   N810UA     446    EWR  MIA     165.0      1085  16.0     0.0  \n",
+       "47177   N15910    4144    EWR  CHS     112.0       628  16.0    21.0  \n",
+       "47225   N336AA     133    JFK  LAX     329.0      2475  17.0     2.0  \n",
+       "47256   N11551    4580    EWR  MKE     119.0       725  17.0    29.0  \n",
+       "47258   N544UW     629    JFK  PHX     305.0      2153  17.0    30.0  \n",
+       "47275   N836VA      27    JFK  SFO     347.0      2586  17.0    49.0  \n",
+       "47293   N334NB    1231    LGA  DTW      81.0       502  18.0     1.0  \n",
+       "47301   N923FJ    2693    LGA  CLT      95.0       544  18.0    12.0  \n",
+       "47342   N5ETAA     145    JFK  MIA     161.0      1089  18.0    52.0  \n",
+       "47372   N5EEAA      45    JFK  LAS     302.0      2248  19.0    17.0  \n",
+       "47389   N428UA     491    EWR  FLL     159.0      1065  19.0    33.0  \n",
+       "47396   N918XJ    3325    JFK  DFW     211.0      1391  19.0    40.0  \n",
+       "47397   N337JB    1407    JFK  IAD      54.0       228  19.0    42.0  \n",
+       "47398   N547UA     418    EWR  SFO     326.0      2565  19.0    43.0  \n",
+       "47439   N12957    4202    EWR  STL     143.0       872  20.0    21.0  \n",
+       "47475   N15910    4106    EWR  GSO      76.0       445  21.0    26.0  \n",
+       "47488   N21154    4397    EWR  MSY     188.0      1167  22.0    15.0  \n",
+       "47714   N626VA     399    JFK  LAX     332.0      2475   8.0    43.0  \n",
+       "47725   N16541    4111    EWR  CHS     111.0       628   8.0    51.0  \n",
+       "47871   N730EV    5220    LGA  ROC      44.0       254  11.0    46.0  \n",
+       "47920   N773NC    2452    LGA  DTW      87.0       502  12.0    42.0  \n",
+       "47972   N324NB     831    LGA  DTW      81.0       502  13.0    43.0  \n",
+       "48003   N16541    6054    EWR  IAD      48.0       212  14.0    20.0  \n",
+       "48067   N730EV    5395    LGA  CMH      73.0       479  15.0     9.0  \n",
+       "48095   N744EV    5299    LGA  MEM     150.0       963  15.0    37.0  \n",
+       "48246   N17169    4175    EWR  AVL      99.0       583  17.0    47.0  \n",
+       "48372   N730EV    5287    LGA  MSN     116.0       812  19.0    50.0  \n",
+       "48384   N5EEAA      45    JFK  LAS     313.0      2248  20.0     1.0  \n",
+       "48412   N969DL    1435    LGA  TPA     159.0      1010  20.0    34.0  \n",
+       "48434   N934XJ    3542    JFK  MSP     148.0      1029  21.0     5.0  \n",
+       "48435   N18120    4543    EWR  DSM     149.0      1017  21.0     9.0  \n",
+       "48444   N679DA    2131    LGA  DTW      75.0       502  21.0    25.0  \n",
+       "48460   N516MQ    3603    LGA  DTW      75.0       502  22.0    12.0  \n",
+       "48461   N513MQ    3535    JFK  CMH      73.0       483  22.0    13.0  \n",
+       "48683   N328AA    1345    JFK  MIA     156.0      1089   8.0    36.0  \n",
+       "48729   N3745B    1959    JFK  MCO     145.0       944   9.0    11.0  \n",
+       "48768   N524MQ    3407    LGA  CMH      80.0       479   9.0    59.0  \n",
+       "48933   N19966    4567    EWR  MCI     173.0      1092  13.0    17.0  \n",
+       "48941   N916FJ    2693    LGA  CLT      91.0       544  13.0    26.0  \n",
+       "49018   N13997    3822    EWR  GSO      84.0       445  14.0    50.0  \n",
+       "49040   N713EV    5395    LGA  CMH      76.0       479  14.0    57.0  \n",
+       "49127   N830AS    5713    LGA  IAD      47.0       229  16.0    22.0  \n",
+       "49214   N585JB    1117    LGA  TPA     152.0      1010  17.0    40.0  \n",
+       "49228   N705JB     415    JFK  SFO     336.0      2586  17.0    55.0  \n",
+       "49236   N780SW    2988    LGA  MDW     109.0       725  18.0     4.0  \n",
+       "49248   N11551    4113    EWR  RIC      61.0       277  18.0    15.0  \n",
+       "49254   N3745B     706    JFK  AUS     220.0      1521  18.0    20.0  \n",
+       "49263   N815UA     222    EWR  RSW     167.0      1068  18.0    30.0  \n",
+       "49270   N614QX    5298    LGA  OMA     154.0      1148  18.0    33.0  \n",
+       "49313   N624AG     434    JFK  SFO     328.0      2586  19.0     1.0  \n",
+       "49318   N633VA     193    EWR  SFO     341.0      2565  19.0     6.0  \n",
+       "49322   N848VA      27    JFK  SFO     328.0      2586  19.0    14.0  \n",
+       "49340   N929XJ    3542    JFK  MSP     141.0      1029  19.0    30.0  \n",
+       "49364   N451UA     578    EWR  LAS     280.0      2227  19.0    54.0  \n",
+       "49405   N631VA      29    JFK  SFO     343.0      2586  20.0    50.0  \n",
+       "49416   N613JB     299    LGA  MCO     150.0       950  20.0    59.0  \n",
+       "49423   N404UA     404    EWR  IAH     195.0      1400  21.0     5.0  \n",
+       "49429   N11119    4204    EWR  OKC     194.0      1325  21.0    18.0  \n",
+       "49450   N8921B    4033    LGA  TYS     107.0       647  21.0    54.0  \n",
+       "49452   N406UA     288    EWR  FLL     157.0      1065  22.0    24.0  \n",
+       "49456   N335AA     185    JFK  LAX     314.0      2475  22.0    43.0  \n",
+       "49460   N918XJ    3525    LGA  SYR      37.0       198  23.0     9.0  \n",
+       "49667   N915XJ    3496    LGA  PIT      54.0       335   8.0    29.0  \n",
+       "49710   N505MQ    3759    EWR  ORD     111.0       719   9.0     3.0  \n",
+       "49805   N827AS    5716    JFK  IAD      49.0       228  10.0    55.0  \n",
+       "49873   N29717    1025    LGA  IAH     195.0      1416  12.0    19.0  \n",
+       "49874   N329AA     179    JFK  SFO     336.0      2586  12.0    19.0  \n",
+       "49877   N915XJ    3493    LGA  SRQ     148.0      1047  12.0    23.0  \n",
+       "49893   N14203    4297    EWR  DTW      82.0       488  12.0    48.0  \n",
+       "50029   N16170    4193    EWR  MSP     154.0      1008  15.0     8.0  \n",
+       "50042   N760EV    5395    LGA  CMH      74.0       479  15.0    16.0  \n",
+       "50063   N16918    4100    EWR  MEM     142.0       946  15.0    45.0  \n",
+       "50118   N425UA     311    EWR  TPA     135.0       997  16.0    34.0  \n",
+       "50125   N14570    4144    EWR  CHS      94.0       628  16.0    40.0  \n",
+       "50150   N801AY    3846    JFK  ORF      50.0       290  17.0     6.0  \n",
+       "50171   N630MQ    3075    JFK  CVG      95.0       589  17.0    23.0  \n",
+       "50175   N16981    3824    EWR  IAD      46.0       212  17.0    25.0  \n",
+       "50178   N750EV    5601    LGA  CLT      80.0       544  17.0    26.0  \n",
+       "50190   N509MJ    3771    LGA  IAD      47.0       229  17.0    32.0  \n",
+       "50198   N16919    4175    EWR  AVL      89.0       583  17.0    45.0  \n",
+       "50206   N16546    4352    EWR  CVG      96.0       569  17.0    50.0  \n",
+       "50207   N969DL    2219    LGA  MSP     153.0      1020  17.0    53.0  \n",
+       "50214   N14573    4294    EWR  SAV     105.0       708  17.0    58.0  \n",
+       "50225   N463WN    2988    LGA  MDW     113.0       725  18.0     9.0  \n",
+       "50228   N13903    4201    EWR  DAY      84.0       533  18.0    13.0  \n",
+       "50251   N26549    4411    EWR  MEM     137.0       946  18.0    29.0  \n",
+       "50258   N15910    4705    EWR  ATL     107.0       746  18.0    36.0  \n",
+       "50261   N21197    4195    EWR  BNA     113.0       748  18.0    41.0  \n",
+       "50268   N36915    4382    EWR  DTW      85.0       488  18.0    49.0  \n",
+       "50269   N11165    4667    EWR  MSP     159.0      1008  18.0    50.0  \n",
+       "50281   N12957    3843    EWR  CMH      76.0       463  18.0    55.0  \n",
+       "50298   N845UA     775    EWR  ORD     112.0       719  19.0    15.0  \n",
+       "50301   N361AA    2351    JFK  MIA     152.0      1089  19.0    15.0  \n",
+       "50302   N374JB    1407    JFK  IAD      48.0       228  19.0    18.0  \n",
+       "50303   N369NB    1321    EWR  MSP     155.0      1008  19.0    20.0  \n",
+       "50324   N18223    1206    LGA  ORD     111.0       733  19.0    36.0  \n",
+       "50340   N760EV    5287    LGA  MSN     122.0       812  19.0    56.0  \n",
+       "50342   N10575    4113    EWR  RIC      53.0       277  19.0    58.0  \n",
+       "50358   N329NB     926    EWR  ATL     100.0       746  20.0    16.0  \n",
+       "50366   N14558    4191    EWR  BNA     116.0       748  20.0    26.0  \n",
+       "50368   N12564    4224    EWR  MKE     118.0       725  20.0    34.0  \n",
+       "50373   N857MQ    3591    LGA  RDU      67.0       431  20.0    42.0  \n",
+       "50377   N13970    4370    EWR  CHS      92.0       628  20.0    46.0  \n",
+       "50381    N704X     435    JFK  SFO     331.0      2586  20.0    52.0  \n",
+       "50397   N516JB    1271    LGA  FLL     151.0      1076  21.0     0.0  \n",
+       "50402   N748UW    2195    LGA  DCA      36.0       214  21.0     6.0  \n",
+       "50406   N13550    5909    EWR  CLT      82.0       529  21.0     9.0  \n",
+       "50413   N14177    4321    EWR  MCI     160.0      1092  21.0    18.0  \n",
+       "50414   N18114    4333    EWR  TUL     172.0      1215  21.0    20.0  \n",
+       "50421   N514MQ    3535    JFK  CMH      72.0       483  21.0    40.0  \n",
+       "50422   N14998    3813    EWR  GSO      66.0       445  21.0    46.0  \n",
+       "50429   N14570    4106    EWR  GSO      67.0       445  21.0    56.0  \n",
+       "50431   N14116    4131    EWR  RIC      51.0       277  21.0    57.0  \n",
+       "50435   N16170    4368    EWR  DAY      85.0       533  22.0    21.0  \n",
+       "50437   N3AKAA    2437    LGA  MIA     148.0      1096  22.0    29.0  \n",
+       "50438   N29906    3833    EWR  CLT      81.0       529  22.0    30.0  \n",
+       "50439   N924XJ    3395    JFK  DCA      40.0       213  22.0    32.0  \n",
+       "50441   N709EV    5387    LGA  PIT      50.0       335  22.0    34.0  \n",
+       "50445   N13988    5815    EWR  RIC      50.0       277  22.0    48.0  \n",
+       "50448   N16918    4536    EWR  CVG      98.0       569  23.0     6.0  \n",
+       "50449   N750EV    5311    LGA  BGR      54.0       378  23.0     7.0  \n",
+       "50450   N294JB     234    JFK  BTV      54.0       266  23.0    53.0  \n",
+       "50525   N905DE     563    LGA  ATL     109.0       762   7.0    27.0  \n",
+       "50533   N827UA     698    EWR  TPA     137.0       997   7.0    36.0  \n",
+       "50535   N341NW     731    LGA  DTW      87.0       502   7.0    38.0  \n",
+       "50597   N467UA     540    EWR  RSW     150.0      1068   8.0    27.0  \n",
+       "50656   N12922    4510    EWR  MKE     121.0       725   9.0    43.0  \n",
+       "50671   N12125    1682    EWR  DEN     223.0      1605   9.0    58.0  \n",
+       "50674   N461UA     279    EWR  ORD     126.0       719  10.0     4.0  \n",
+       "50678   N349NB     502    EWR  ATL     105.0       746  10.0     8.0  \n",
+       "50732   N748EV    5370    LGA  ILM      71.0       500  11.0    27.0  \n",
+       "50736   N598UA     443    JFK  LAX     315.0      2475  11.0    40.0  \n",
+       "50788   N3AEMQ    3230    JFK  DCA      45.0       213  12.0    59.0  \n",
+       "50831   N510UA     703    JFK  LAX     339.0      2475  13.0    54.0  \n",
+       "50859   N853UA     687    LGA  ORD     117.0       733  14.0    47.0  \n",
+       "50903   N833AS    5712    JFK  IAD      45.0       228  15.0    36.0  \n",
+       "50959   N3AEMQ    3663    JFK  DCA      42.0       213  16.0    31.0  \n",
+       "51016   N546UA     841    JFK  LAX     325.0      2475  17.0    34.0  \n",
+       "51039   N339JB    2580    EWR  BOS      39.0       200  18.0    20.0  \n",
+       "51052   N634JB     753    JFK  PBI     145.0      1028  18.0    40.0  \n",
+       "51056   N925XJ    3326    JFK  IND     107.0       665  18.0    48.0  \n",
+       "51073   N402UA     247    EWR  PBI     149.0      1023  19.0    20.0  \n",
+       "51082   N15980    4382    EWR  DTW      84.0       488  19.0    36.0  \n",
+       "51085   N293PQ    3542    JFK  MSP     148.0      1029  19.0    43.0  \n",
+       "51090   N624AG     435    JFK  SFO     331.0      2586  19.0    53.0  \n",
+       "51092   N927XJ    3320    JFK  BUF      60.0       301  20.0     0.0  \n",
+       "51095   N596UA     535    JFK  LAX     323.0      2475  20.0    11.0  \n",
+       "51099   N918XJ    3304    JFK  MSY     162.0      1182  20.0    28.0  \n",
+       "51118   N3DPAA     291    JFK  AUS     212.0      1521  21.0    23.0  \n",
+       "51123   N8747B    3885    JFK  BWI      36.0       184  21.0    36.0  \n",
+       "51125   N928XJ    3470    JFK  CVG     102.0       589  21.0    39.0  \n",
+       "51294   N598UA     443    JFK  LAX     325.0      2475   8.0    32.0  \n",
+       "51366   N612QX    5242    LGA  GSO       NaN       461   9.0    46.0  \n",
+       "51448   N446UA     456    EWR  FLL     148.0      1065  11.0    54.0  \n",
+       "51477   N78501    1479    EWR  LAX     332.0      2454  12.0    17.0  \n",
+       "51482   N37290    1010    LGA  DEN     217.0      1620  12.0    23.0  \n",
+       "51486   N3EEAA    1599    LGA  MIA     154.0      1096  12.0    26.0  \n",
+       "51565   N528AA     300    EWR  DFW     178.0      1372  13.0    58.0  \n",
+       "51580   N608JB    1711    JFK  LAS     306.0      2248  14.0    27.0  \n",
+       "51645   N546UA     766    JFK  SFO     376.0      2586  15.0    22.0  \n",
+       "51682   N374JB    1373    JFK  CHS      89.0       636  15.0    55.0  \n",
+       "51705   N612QX    5378    LGA  PIT      56.0       335  16.0    14.0  \n",
+       "51714   N930XJ    3393    JFK  DCA      57.0       213  16.0    22.0  \n",
+       "51716   N857MQ    3359    JFK  RDU      69.0       427  16.0    25.0  \n",
+       "51724   N21144    4326    EWR  CLT      81.0       529  16.0    29.0  \n",
+       "51768   N520MQ    3748    EWR  ORD     119.0       719  17.0    10.0  \n",
+       "51802   N323AA     181    JFK  LAX     335.0      2475  17.0    41.0  \n",
+       "51809   N758EV    5091    LGA  PIT      57.0       335  17.0    48.0  \n",
+       "51861   N748EV    5298    LGA  OMA     161.0      1148  18.0    40.0  \n",
+       "51885   N193JB    1185    JFK  RDU      64.0       427  18.0    58.0  \n",
+       "51900   N512UA     512    JFK  SFO     356.0      2586  19.0    11.0  \n",
+       "51901   N479UA     488    EWR  IAH     179.0      1400  19.0    13.0  \n",
+       "51917   N509JB     299    LGA  MCO     130.0       950  19.0    30.0  \n",
+       "51941   N319AA     177    JFK  SFO     341.0      2586  19.0    58.0  \n",
+       "51947   N475UA     327    EWR  PDX     317.0      2434  20.0     4.0  \n",
+       "51952   N425UA     288    EWR  FLL     146.0      1065  20.0    11.0  \n",
+       "51964   N707TW     435    JFK  SFO     338.0      2586  20.0    28.0  \n",
+       "51974   N930XJ    3470    JFK  CVG      82.0       589  20.0    40.0  \n",
+       "51975   N857MQ    3374    JFK  RDU      65.0       427  20.0    43.0  \n",
+       "51994   N446UA     312    EWR  SAN     338.0      2425  20.0    59.0  \n",
+       "51998   N717EV    5287    LGA  MSN     122.0       812  21.0     3.0  \n",
+       "52007   N408UA     352    EWR  IAH     183.0      1400  21.0    16.0  \n",
+       "52008   N12145    6073    EWR  OKC     184.0      1325  21.0    18.0  \n",
+       "52010   N571JB     803    JFK  SJU     199.0      1598  21.0    20.0  \n",
+       "52021   N316US    2057    EWR  DTW      80.0       488  21.0    31.0  \n",
+       "52026   N16170    4348    EWR  MSP     161.0      1008  21.0    44.0  \n",
+       "52031   N14177    4397    EWR  MSY     161.0      1167  22.0     7.0  \n",
+       "52042   N719EV    5268    LGA  CLT      76.0       544  23.0     5.0  \n",
+       "52043   N943DL    1247    LGA  ATL     105.0       762  23.0     5.0  \n",
+       "52334   N501MQ    3407    LGA  CMH      70.0       479   9.0    52.0  \n",
+       "52338   N894AT     346    LGA  ATL     105.0       762   9.0    56.0  \n",
+       "52377   N33266    1600    EWR  LAX     366.0      2454  10.0    41.0  \n",
+       "52383   N754EV    5109    LGA  CHS      97.0       641  10.0    47.0  \n",
+       "52409   N509JB       5    EWR  FLL     146.0      1065  11.0    19.0  \n",
+       "52463   N611QX    5373    LGA  GSO      68.0       461  12.0    32.0  \n",
+       "52516   N12563    3848    EWR  CLT      86.0       529  13.0    32.0  \n",
+       "52579   N153PQ    5283    LGA  CVG      87.0       585  14.0    45.0  \n",
+       "52590   N267JB    2402    JFK  BUF      57.0       301  14.0    49.0  \n",
+       "52648   N3GHAA     178    JFK  BOS      39.0       187  15.0    33.0  \n",
+       "52680   N754EV    4978    LGA  CLT      85.0       544  16.0     2.0  \n",
+       "52728   N516MQ    3663    JFK  DCA      40.0       213  16.0    54.0  \n",
+       "52739   N402WN     292    EWR  MDW     109.0       711  16.0    56.0  \n",
+       "52760   N788SA     134    LGA  BNA     109.0       764  17.0     8.0  \n",
+       "52782   N493UA     491    EWR  FLL     143.0      1065  17.0    28.0  \n",
+       "52838   N763JB      89    JFK  SAN     369.0      2446  18.0    27.0  \n",
+       "52849   N509JB     327    EWR  MCO     123.0       937  18.0    36.0  \n",
+       "52881   N12195    4201    EWR  DAY      94.0       533  19.0     5.0  \n",
+       "52884   N267JB    1407    JFK  IAD      44.0       228  19.0     5.0  \n",
+       "52909   N206JB    1185    JFK  RDU      62.0       427  19.0    30.0  \n",
+       "52944   N628AA     177    JFK  SFO     361.0      2586  20.0     2.0  \n",
+       "52968   N615QX    5298    LGA  OMA     164.0      1148  20.0    34.0  \n",
+       "53018   N520UA     471    EWR  SFO     348.0      2565  22.0    21.0  \n",
+       "53020   N16559    4361    EWR  TYS      95.0       631  22.0    34.0  \n",
+       "53291   N416WN    1265    EWR  STL     143.0       872   9.0    18.0  \n",
+       "53306   N678AW     409    EWR  CLT      78.0       529   9.0    35.0  \n",
+       "53331   N8932C    3841    JFK  PHL      39.0        94  10.0     0.0  \n",
+       "53393   N13538    4187    EWR  BNA     119.0       748  11.0    24.0  \n",
+       "53487   N307JB     316    JFK  SYR      45.0       209  13.0    19.0  \n",
+       "53506   N573UA     222    EWR  IAH     197.0      1400  13.0    42.0  \n",
+       "53565   N560AA     331    LGA  ORD     126.0       733  14.0    49.0  \n",
+       "53636   N589UA     841    JFK  LAX     358.0      2475  15.0    46.0  \n",
+       "53663   N21144    4144    EWR  CHS      89.0       628  16.0     6.0  \n",
+       "53675   N5FHAA      95    JFK  SJU     198.0      1598  16.0    19.0  \n",
+       "53693   N307JB    1729    JFK  RSW     154.0      1074  16.0    37.0  \n",
+       "53768   N504MJ    3771    LGA  IAD      49.0       229  17.0    39.0  \n",
+       "53772   N590UA     257    JFK  SFO     369.0      2586  17.0    45.0  \n",
+       "53867   N358NB     926    EWR  ATL     103.0       746  19.0    16.0  \n",
+       "53887   N829AS    5713    LGA  IAD      49.0       229  19.0    33.0  \n",
+       "53888   N764SW    2988    LGA  MDW     118.0       725  19.0    35.0  \n",
+       "53893   N510UA     389    JFK  SFO     341.0      2586  19.0    41.0  \n",
+       "53973   N639VA     193    EWR  SFO     347.0      2565  21.0    37.0  \n",
+       "53979   N514MQ    3384    LGA  CLT      78.0       544  22.0    15.0  \n",
+       "53981   N656JB    1205    JFK  PDX     315.0      2454  22.0    35.0  \n",
+       "53985   N716SW     490    LGA  MKE     130.0       738  22.0    47.0  \n",
+       "53988   N16976    3842    EWR  MHT      35.0       209  23.0    43.0  \n",
+       "54185   N554UA     797    JFK  LAX     356.0      2475   8.0    24.0  \n",
+       "54302   N931DL    1547    LGA  ATL     109.0       762  10.0    12.0  \n",
+       "54362   N16919    4380    EWR  MSP     179.0      1008  11.0    28.0  \n",
+       "54363   N594AA     325    LGA  ORD     121.0       733  11.0    36.0  \n",
+       "54406   N614QX    5273    LGA  PIT      52.0       335  12.0    29.0  \n",
+       "54416   N188US     893    JFK  CLT      74.0       541  12.0    43.0  \n",
+       "54502   N3760C    2451    JFK  BOS      60.0       187  14.0    16.0  \n",
+       "54509   N353AT     348    LGA  ATL     106.0       762  14.0    28.0  \n",
+       "54590   N970AT     349    LGA  ATL     104.0       762  15.0    29.0  \n",
+       "54646   N845UA     578    EWR  LAS     318.0      2227  16.0    20.0  \n",
+       "54679   N335AA     133    JFK  LAX     337.0      2475  16.0    56.0  \n",
+       "54692   N707EV    5293    LGA  ORF      49.0       296  17.0     3.0  \n",
+       "54711   N543AA     343    LGA  ORD     121.0       733  17.0    18.0  \n",
+       "54731   N3AKAA     172    EWR  MIA     132.0      1085  17.0    29.0  \n",
+       "54750   N26545    4695    EWR  RDU      64.0       416  17.0    57.0  \n",
+       "54869   N750EV    5370    EWR  MSP     153.0      1008  19.0    41.0  \n",
+       "54925   N998DL    2159    JFK  MCO     123.0       944  20.0    55.0  \n",
+       "54932   N829AS    5714    JFK  IAD      43.0       228  21.0     4.0  \n",
+       "54954   N14568    4224    EWR  MKE     125.0       725  22.0    24.0  \n",
+       "54962   N14179    3833    EWR  CLT      73.0       529  23.0    21.0  \n",
+       "54963   N13955    3842    EWR  MHT      50.0       209  23.0    35.0  \n",
+       "55185   N16987    4393    EWR  IND     110.0       645   8.0    40.0  \n",
+       "55245   N934XJ    3521    JFK  ORD     130.0       740   9.0    31.0  \n",
+       "55281   N918XJ    3317    JFK  BUF      58.0       301  10.0    19.0  \n",
+       "55365   N53442    1110    EWR  LAS     298.0      2227  12.0     5.0  \n",
+       "55415   N14923    4187    EWR  BNA     119.0       748  13.0     8.0  \n",
+       "55416   N923FJ    2885    LGA  CLT      92.0       544  13.0     9.0  \n",
+       "55551   N570AA     337    LGA  ORD     126.0       733  15.0    34.0  \n",
+       "55615   N531MQ    3663    JFK  DCA      48.0       213  16.0    47.0  \n",
+       "55639   N527MQ    3748    EWR  ORD     119.0       719  17.0     3.0  \n",
+       "55648   N26545    4580    EWR  MKE     121.0       725  17.0    11.0  \n",
+       "55655   N36915    4352    EWR  CVG     101.0       569  17.0    18.0  \n",
+       "55664   N11176    4502    EWR  BNA     123.0       748  17.0    27.0  \n",
+       "55672   N711HK    3580    EWR  DEN     230.0      1605  17.0    36.0  \n",
+       "55674   N339AA     133    JFK  LAX     307.0      2475  17.0    38.0  \n",
+       "55696   N292JB    2580    EWR  BOS      51.0       200  18.0     7.0  \n",
+       "55709   N962WN    2067    EWR  HOU     218.0      1411  18.0    18.0  \n",
+       "55750   N17560    4113    EWR  RIC      54.0       277  18.0    57.0  \n",
+       "55766   N13969    5678    EWR  CVG      99.0       569  19.0    14.0  \n",
+       "55773   N12126    4430    EWR  MSP     151.0      1008  19.0    21.0  \n",
+       "55821   N14952    4191    EWR  BNA     123.0       748  20.0    22.0  \n",
+       "55833   N11544    4224    EWR  MKE     121.0       725  20.0    52.0  \n",
+       "55838   N720EV    5274    LGA  BNA     112.0       764  20.0    54.0  \n",
+       "55848   N16170    4131    EWR  RIC      54.0       277  21.0     3.0  \n",
+       "55849   N902XJ    3330    JFK  ORD     120.0       740  21.0     3.0  \n",
+       "55874   N507MQ    3603    LGA  DTW      82.0       502  22.0    16.0  \n",
+       "55877   N327AA      21    JFK  LAX     307.0      2475  22.0    36.0  \n",
+       "55881   N282WN    2520    EWR  MDW     116.0       711  22.0    42.0  \n",
+       "55884   N13133    5815    EWR  RIC      54.0       277  23.0    33.0  \n",
+       "55894   N353JB    1816    JFK  SYR      36.0       209   0.0    35.0  \n",
+       "56016   N14953    4137    EWR  ATL     131.0       746   7.0    34.0  \n",
+       "56048   N36915    6177    EWR  IAD      59.0       212   8.0     0.0  \n",
+       "56080   N961WN    3845    EWR  BNA     127.0       748   8.0    24.0  \n",
+       "56142   N755EV    5242    LGA  GSO      79.0       461   9.0     6.0  \n",
+       "56166   N612QX    5475    LGA  CLT      96.0       544   9.0    41.0  \n",
+       "56221   N239JB     116    JFK  SYR      42.0       209  10.0    46.0  \n",
+       "56254   N730EV    5208    LGA  RIC      63.0       292  11.0    42.0  \n",
+       "56266   N36915    4187    EWR  BNA     129.0       748  11.0    59.0  \n",
+       "56274   N725MQ    3281    LGA  CMH      85.0       479  12.0     5.0  \n",
+       "56281   N706SW     453    LGA  MDW     115.0       725  12.0    10.0  \n",
+       "56285   N904XJ    3493    LGA  SRQ     169.0      1047  12.0    14.0  \n",
+       "56318   N265JB    2602    JFK  BUF      67.0       301  12.0    59.0  \n",
+       "56325   N722EV    5288    LGA  BUF      48.0       292  13.0    10.0  \n",
+       "56343   N13994    4640    EWR  DAY      93.0       533  13.0    38.0  \n",
+       "56357   N238JB    1386    JFK  ROC      64.0       264  13.0    51.0  \n",
+       "56369   N58101    1734    EWR  ORD     114.0       719  14.0     9.0  \n",
+       "56387   N708EV    5395    LGA  CMH      80.0       479  14.0    33.0  \n",
+       "56388   N640JB    1639    LGA  RSW     164.0      1080  14.0    33.0  \n",
+       "56400   N705JB     431    LGA  SRQ     174.0      1047  14.0    44.0  \n",
+       "56446   N678AW     686    EWR  PHX     289.0      2133  15.0    24.0  \n",
+       "56460   N266JB     118    JFK  BOS      39.0       187  15.0    37.0  \n",
+       "56468   N293PQ    3527    LGA  RDU      77.0       431  15.0    48.0  \n",
+       "56494   N593JB    1171    LGA  FLL     168.0      1076  16.0     9.0  \n",
+       "56511   N813UA     587    EWR  LAS     298.0      2227  16.0    23.0  \n",
+       "56524   N10575    4572    EWR  GSP     104.0       594  16.0    43.0  \n",
+       "56525   N741EV    5199    LGA  CHS     103.0       641  16.0    44.0  \n",
+       "56526   N391CA    4978    LGA  CLT      99.0       544  16.0    46.0  \n",
+       "56533   N14950    4596    EWR  STL     142.0       872  16.0    54.0  \n",
+       "56542   N771SA     134    LGA  BNA     118.0       764  17.0     0.0  \n",
+       "56544   N738EV    5293    LGA  ORF      54.0       296  17.0     3.0  \n",
+       "56546   N265JB    1729    JFK  RSW     169.0      1074  17.0     4.0  \n",
+       "56553   N779JB     573    EWR  TPA     154.0       997  17.0     7.0  \n",
+       "56554   N538UW     721    EWR  CLT      96.0       529  17.0     8.0  \n",
+       "56557   N17560    4140    EWR  ATL     126.0       746  17.0    14.0  \n",
+       "56558   N405UA     685    LGA  ORD     119.0       733  17.0    14.0  \n",
+       "56563   N332AA     133    JFK  LAX     317.0      2475  17.0    18.0  \n",
+       "56583   N561JB    1117    LGA  TPA     157.0      1010  17.0    37.0  \n",
+       "56585   N13992    3813    EWR  GSO      78.0       445  17.0    41.0  \n",
+       "56590   N660AW     516    EWR  PHX     283.0      2133  17.0    51.0  \n",
+       "56591   N641JB    1161    LGA  PBI     153.0      1035  17.0    51.0  \n",
+       "56594   N13956    4294    EWR  SAV     124.0       708  17.0    57.0  \n",
+       "56595   N524JB     423    JFK  LAX       NaN      2475  17.0    57.0  \n",
+       "56605   N3FLAA    1410    LGA  MIA     160.0      1096  18.0     7.0  \n",
+       "56609   N258JB     918    JFK  BOS      45.0       187  18.0    10.0  \n",
+       "56618   N284JB    2580    EWR  BOS      43.0       200  18.0    15.0  \n",
+       "56619   N940DL    1499    LGA  ATL     125.0       762  18.0    15.0  \n",
+       "56629   N447UA     256    EWR  PDX     331.0      2434  18.0    24.0  \n",
+       "56640   N13958    4684    EWR  SDF     110.0       642  18.0    32.0  \n",
+       "56645   N87513    1078    EWR  SAT     222.0      1569  18.0    35.0  \n",
+       "56655   N960WN    2067    EWR  HOU       NaN      1411  18.0    51.0  \n",
+       "56676   N961WN    2988    LGA  MDW     110.0       725  19.0    10.0  \n",
+       "56680   N33292    1165    EWR  LAX     321.0      2454  19.0    18.0  \n",
+       "56684   N364NB    1321    EWR  MSP     140.0      1008  19.0    20.0  \n",
+       "56685   N205FR     837    LGA  DEN     223.0      1620  19.0    22.0  \n",
+       "56686   N3HSAA    1185    LGA  DFW     201.0      1389  19.0    22.0  \n",
+       "56687   N708EV    5287    LGA  MSN     113.0       812  19.0    23.0  \n",
+       "56692   N636VA     193    EWR  SFO     352.0      2565  19.0    23.0  \n",
+       "56704   N831UA     775    EWR  ORD     112.0       719  19.0    33.0  \n",
+       "56709   N755EV    5387    LGA  PIT      56.0       335  19.0    35.0  \n",
+       "56710   N595JB     543    EWR  PBI     156.0      1023  19.0    35.0  \n",
+       "56714   N506MQ    3526    LGA  CMH      74.0       479  19.0    39.0  \n",
+       "56718   N507MQ    3301    LGA  RDU      74.0       431  19.0    41.0  \n",
+       "56739   N520JB     263    JFK  SEA     345.0      2422  20.0     4.0  \n",
+       "56740   N971AT     645    LGA  ATL     124.0       762  20.0     6.0  \n",
+       "56747   N761ND    5383    LGA  SBN      98.0       651  20.0    12.0  \n",
+       "56749   N440LV    2698    EWR  MSY     167.0      1167  20.0    12.0  \n",
+       "56750   N413AS       5    EWR  SEA     333.0      2402  20.0    13.0  \n",
+       "56759   N629JB     711    JFK  LAS     305.0      2248  20.0    22.0  \n",
+       "56761   N922WN     318    EWR  MDW     106.0       711  20.0    24.0  \n",
+       "56764   N722EV    5274    LGA  BNA     123.0       764  20.0    28.0  \n",
+       "56767   N530MQ    3134    EWR  ORD     110.0       719  20.0    29.0  \n",
+       "56781   N3JNAA    1193    LGA  DFW     197.0      1389  20.0    51.0  \n",
+       "56789   N293PQ    3555    LGA  BUF      52.0       292  20.0    57.0  \n",
+       "56796   N829AS    5714    JFK  IAD      53.0       228  21.0     8.0  \n",
+       "56800   N565UA     389    JFK  SFO     335.0      2586  21.0    16.0  \n",
+       "56813   N658JB     153    JFK  PBI     150.0      1028  21.0    37.0  \n",
+       "56816   N391CA    5209    LGA  CHS     101.0       641  21.0    52.0  \n",
+       "56821   N502MQ    3317    LGA  RDU      70.0       431  22.0     7.0  \n",
+       "56823   N705JB     499    LGA  MCO     145.0       950  22.0     7.0  \n",
+       "56824   N808MQ    3374    JFK  RDU      81.0       427  22.0    16.0  \n",
+       "56826   N784NC    2142    EWR  ATL     115.0       746  22.0    22.0  \n",
+       "56827   N14923    4682    EWR  SDF     118.0       642  22.0    28.0  \n",
+       "56828   N21537    5811    EWR  JAX     137.0       820  22.0    30.0  \n",
+       "56833   N338AA     185    JFK  LAX     320.0      2475  22.0    44.0  \n",
+       "56836   N751EV    5268    LGA  CLT      89.0       544  22.0    49.0  \n",
+       "56838   N834UA     523    EWR  BOS      43.0       200  22.0    57.0  \n",
+       "56839   N437WN     382    LGA  MDW     110.0       725  23.0    29.0  \n",
+       "57038   N839VA     183    EWR  SFO     349.0      2565   8.0    48.0  \n",
+       "57042   N844VA      11    JFK  SFO     348.0      2586   8.0    52.0  \n",
+       "57083   N11181    4246    EWR  DTW      85.0       488   9.0    44.0  \n",
+       "57154   N543AA     325    LGA  ORD     112.0       733  11.0    40.0  \n",
+       "57181   N249JB    2602    JFK  BUF      56.0       301  12.0     5.0  \n",
+       "57197   N292PQ    3493    LGA  SRQ     173.0      1047  12.0    40.0  \n",
+       "57273   N655JB     127    EWR  MCO     153.0       937  14.0    35.0  \n",
+       "57303   N851UA     483    EWR  FLL     163.0      1065  15.0     1.0  \n",
+       "57359   N515MQ    3070    JFK  TPA     172.0      1005  16.0     5.0  \n",
+       "57416   N824UA     375    EWR  SEA     337.0      2402  17.0     5.0  \n",
+       "57452   N936XJ    3297    LGA  MCI     156.0      1107  18.0     3.0  \n",
+       "57530   N179DN      87    JFK  ATL     106.0       760  20.0    32.0  \n",
+       "57551   N838VA     413    JFK  LAX     339.0      2475  22.0    17.0  \n",
+       "57582   N990AT    2042    EWR  ATL     109.0       746   6.0     3.0  \n",
+       "57849   N633AW     409    EWR  CLT      80.0       529  11.0     4.0  \n",
+       "57858   N339AA      33    JFK  LAX     336.0      2475  11.0    15.0  \n",
+       "57917   N27152    4099    EWR  STL     135.0       872  12.0    37.0  \n",
+       "58000   N459UA     681    LGA  ORD     111.0       733  14.0    19.0  \n",
+       "58017   N653AW     456    JFK  PHX     303.0      2153  14.0    36.0  \n",
+       "58100   N34137    1205    EWR  SFO     356.0      2565  15.0    50.0  \n",
+       "58119   N11544    6181    EWR  IAD      55.0       212  15.0    58.0  \n",
+       "58170   N8800G    2936    JFK  IAD      51.0       228  16.0    48.0  \n",
+       "58223   N906DE    2347    LGA  ATL     106.0       762  17.0    32.0  \n",
+       "58225   N508AY     629    JFK  PHX     308.0      2153  17.0    34.0  \n",
+       "58271   N14998    4411    EWR  MEM     139.0       946  18.0    26.0  \n",
+       "58286   N279JB    1734    JFK  BTV      49.0       266  18.0    39.0  \n",
+       "58294   N16147    4662    EWR  RDU      70.0       416  18.0    48.0  \n",
+       "58326   N14198    4380    EWR  MSP     158.0      1008  19.0    16.0  \n",
+       "58346   N349NB    1321    EWR  MSP     148.0      1008  19.0    31.0  \n",
+       "58350   N510UA     535    JFK  LAX     344.0      2475  19.0    33.0  \n",
+       "58361   N613MQ    3044    JFK  BWI      35.0       184  19.0    44.0  \n",
+       "58392   N27962    4191    EWR  BNA     111.0       748  20.0    15.0  \n",
+       "58430   N14923    4224    EWR  MKE     116.0       725  20.0    58.0  \n",
+       "58470   N298JB    1816    JFK  SYR      41.0       209   0.0    11.0  \n",
+       "58702   N375JB    1307    JFK  IAD      45.0       228   8.0    57.0  \n",
+       "58724   N907XJ    2921    JFK  MSP     153.0      1029   9.0    13.0  \n",
+       "58779   N339JB    1634    JFK  BTV      45.0       266  10.0    23.0  \n",
+       "58796   N292JB     208    JFK  PWM      46.0       273  10.0    35.0  \n",
+       "58883   N247JB     518    JFK  BOS      34.0       187  12.0    35.0  \n",
+       "58947   N238JB    2602    JFK  BUF      54.0       301  13.0    44.0  \n",
+       "58969   N292JB    1318    JFK  BOS      34.0       187  14.0    11.0  \n",
+       "59112   N418UA     365    EWR  SAN     342.0      2425  16.0    18.0  \n",
+       "59250   N3GRAA    1139    LGA  DFW     210.0      1389  18.0    22.0  \n",
+       "59277   N3CKAA     199    JFK  ORD     131.0       740  18.0    49.0  \n",
+       "59385   N416UA     693    LGA  ORD     113.0       733  20.0    38.0  \n",
+       "59405   N826AS    5714    JFK  IAD      42.0       228  21.0    14.0  \n",
+       "59419   N8577D    2951    JFK  PHL      31.0        94  21.0    27.0  \n",
+       "59425   N11187    4543    EWR  DSM     159.0      1017  21.0    38.0  \n",
+       "59576   N14117    4471    EWR  CLT      87.0       529   7.0    40.0  \n",
+       "59748   N301NB    2395    LGA  PBI     136.0      1035  10.0     5.0  \n",
+       "59773   N710EV    5463    LGA  BNA     115.0       764  10.0    40.0  \n",
+       "59822   N13955    4162    EWR  STL     151.0       872  11.0    51.0  \n",
+       "59849   N328AA      19    JFK  LAX     339.0      2475  12.0    12.0  \n",
+       "60011   N3737C    1275    JFK  SLC     293.0      1990  15.0     8.0  \n",
+       "60049   N17105    1205    EWR  SFO     353.0      2565  15.0    45.0  \n",
+       "60076   N770UW    2185    LGA  DCA      45.0       214  16.0     4.0  \n",
+       "60088   N14558    4381    EWR  DTW      88.0       488  16.0    14.0  \n",
+       "60123   N319AA     133    JFK  LAX     328.0      2475  16.0    45.0  \n",
+       "60132   N301NB    1982    LGA  MIA     152.0      1096  16.0    51.0  \n",
+       "60175   N649AW     516    EWR  PHX     301.0      2133  17.0    34.0  \n",
+       "60189   N8745B    2936    JFK  IAD      43.0       228  17.0    50.0  \n",
+       "60235   N14993    4411    EWR  MEM     149.0       946  18.0    29.0  \n",
+       "60371   N433UA     689    LGA  ORD     126.0       733  20.0    55.0  \n",
+       "60381   N8896A    2951    JFK  PHL      37.0        94  21.0     3.0  \n",
+       "60393   N832AY    2950    JFK  BWI      36.0       184  21.0    43.0  \n",
+       "60398   N12540    4498    EWR  PWM      53.0       284  21.0    56.0  \n",
+       "60756   N709TW     469    JFK  SFO     350.0      2586  11.0     1.0  \n",
+       "60759   N612JB     586    JFK  ROC      56.0       264  11.0     6.0  \n",
+       "60765   N515MQ    3611    EWR  ORD     127.0       719  11.0    16.0  \n",
+       "60770   N826AS    5711    JFK  IAD      42.0       228  11.0    24.0  \n",
+       "60779   N945DL    1885    LGA  MCO     135.0       950  11.0    35.0  \n",
+       "61007   N704US    1802    JFK  CLT      89.0       541  15.0    37.0  \n",
+       "61059   N8976E    3342    EWR  DTW      93.0       488  16.0    16.0  \n",
+       "61063   N491UA     761    EWR  TPA     138.0       997  16.0    23.0  \n",
+       "61092   N568UA     257    JFK  SFO     350.0      2586  16.0    50.0  \n",
+       "61123   N713EV    5199    LGA  CHS      93.0       641  17.0    14.0  \n",
+       "61163   N17138    4328    EWR  MSY     167.0      1167  17.0    56.0  \n",
+       "61177   N595UA     226    JFK  SFO     370.0      2586  18.0     5.0  \n",
+       "61248   N281JB     918    JFK  BOS      39.0       187  19.0    12.0  \n",
+       "61308   N832UA     360    EWR  PBI     141.0      1023  20.0    11.0  \n",
+       "61311   N588UA     389    JFK  SFO     365.0      2586  20.0    15.0  \n",
+       "61331   N16709    1481    EWR  PHX     308.0      2133  20.0    42.0  \n",
+       "61367   N713EV    5048    LGA  RIC      47.0       292  22.0     8.0  \n",
+       "61370   N281JB    2680    EWR  BOS      42.0       200  22.0    37.0  \n",
+       "61375   N850UA     455    EWR  MIA     143.0      1085  23.0     1.0  \n",
+       "61376   N14907    4498    EWR  PWM      46.0       284  23.0     8.0  \n",
+       "61377   N23139    4233    EWR  ALB      29.0       143  23.0    35.0  \n",
+       "61492   N590UA     303    JFK  SFO     356.0      2586   7.0     9.0  \n",
+       "61637   N848MQ    3363    JFK  RDU      76.0       427   9.0    20.0  \n",
+       "61726   N911DE    1885    LGA  MCO     145.0       950  11.0     5.0  \n",
+       "61771   N834AY    4060    LGA  DAY      91.0       549  12.0     4.0  \n",
+       "61812   N840UA     255    LGA  ORD     118.0       733  13.0     2.0  \n",
+       "61815   N839MQ    3386    JFK  DCA      62.0       213  13.0     7.0  \n",
+       "61828   N848MQ    3361    JFK  RDU      79.0       427  13.0    22.0  \n",
+       "61859   N719SW     332    EWR  DEN     234.0      1605  13.0    55.0  \n",
+       "61870   N640VA     411    JFK  LAX     353.0      2475  14.0     8.0  \n",
+       "61935   N3BUAA    1073    LGA  MIA     163.0      1096  15.0    15.0  \n",
+       "61945   N939AT    1070    LGA  ATL     125.0       762  15.0    31.0  \n",
+       "61958   N451UA     203    EWR  BOS      48.0       200  15.0    41.0  \n",
+       "61960   N720EV    5391    LGA  MSN     119.0       812  15.0    45.0  \n",
+       "61980   N853UA     541    EWR  CLE      71.0       404  16.0     0.0  \n",
+       "61989   N385DN    1773    JFK  LAS     322.0      2248  16.0     8.0  \n",
+       "62067   N730EV    5199    LGA  CHS      99.0       641  17.0    22.0  \n",
+       "62068   N498UA     761    EWR  TPA     157.0       997  17.0    23.0  \n",
+       "62085   N21129    4667    EWR  MSP     146.0      1008  17.0    41.0  \n",
+       "62088   N505JB    1161    LGA  PBI     145.0      1035  17.0    46.0  \n",
+       "62090   N928XJ    3488    LGA  MCI     179.0      1107  17.0    48.0  \n",
+       "62094   N11164    4702    EWR  GSO      86.0       445  17.0    51.0  \n",
+       "62126   N15985    4705    EWR  ATL     134.0       746  18.0    16.0  \n",
+       "62129   N704SW    1289    EWR  HOU     225.0      1411  18.0    17.0  \n",
+       "62135   N846UA     387    EWR  BOS      38.0       200  18.0    21.0  \n",
+       "62137   N319US    1518    EWR  DTW      82.0       488  18.0    25.0  \n",
+       "62141   N642VA     169    EWR  LAX     345.0      2454  18.0    27.0  \n",
+       "62144   N948WN    3069    EWR  STL     140.0       872  18.0    28.0  \n",
+       "62148   N990AT    2042    EWR  ATL     121.0       746  18.0    34.0  \n",
+       "62158   N928AT     400    LGA  ATL     125.0       762  18.0    48.0  \n",
+       "62163   N29917    4409    EWR  ROC      44.0       246  18.0    53.0  \n",
+       "62168   N296JB    2580    EWR  BOS      39.0       200  18.0    57.0  \n",
+       "62185   N536JB     327    EWR  MCO     140.0       937  19.0    12.0  \n",
+       "62187   N355NB    1321    EWR  MSP     142.0      1008  19.0    14.0  \n",
+       "62189   N317JB     918    JFK  BOS      39.0       187  19.0    18.0  \n",
+       "62191   N229JB    1185    JFK  RDU      82.0       427  19.0    22.0  \n",
+       "62192   N905WN    3691    EWR  MSY     188.0      1167  19.0    22.0  \n",
+       "62193   N258JB    1407    JFK  IAD      49.0       228  19.0    23.0  \n",
+       "62194   N14904    4131    EWR  RIC      57.0       277  19.0    23.0  \n",
+       "62196   N3HVAA     291    JFK  AUS     234.0      1521  19.0    24.0  \n",
+       "62202   N27962    4382    EWR  DTW      83.0       488  19.0    28.0  \n",
+       "62204   N3ARAA      67    JFK  SAN     349.0      2446  19.0    31.0  \n",
+       "62213   N753EV    5293    LGA  ORF      60.0       296  19.0    38.0  \n",
+       "62219   N316NB    1531    EWR  DTW      81.0       488  19.0    50.0  \n",
+       "62225   N374JB    2202    JFK  BUF      60.0       301  19.0    55.0  \n",
+       "62231   N276WN    1710    EWR  MDW     111.0       711  19.0    58.0  \n",
+       "62234   N13716    1128    LGA  IAH     207.0      1416  19.0    59.0  \n",
+       "62237   N930XJ    2908    JFK  BUF      59.0       301  20.0     0.0  \n",
+       "62241   N332NW     926    EWR  ATL     120.0       746  20.0     4.0  \n",
+       "62242   N539UW    2039    LGA  CLT      94.0       544  20.0     4.0  \n",
+       "62247   N515MQ    3134    EWR  ORD     112.0       719  20.0     7.0  \n",
+       "62249   N457UA     324    EWR  SEA     326.0      2402  20.0     9.0  \n",
+       "62251   N272PQ    3445    LGA  DSM     147.0      1031  20.0    10.0  \n",
+       "62256   N279PQ    2923    JFK  MSP     152.0      1029  20.0    18.0  \n",
+       "62263   N11150    4543    EWR  DSM     160.0      1017  20.0    33.0  \n",
+       "62267   N14959    4370    EWR  CHS     108.0       628  20.0    41.0  \n",
+       "62271   N832AS    5714    JFK  IAD      47.0       228  20.0    44.0  \n",
+       "62272   N916XJ    2925    JFK  MSY     190.0      1182  20.0    44.0  \n",
+       "62273   N3745B     245    JFK  PHX     312.0      2153  20.0    44.0  \n",
+       "62276   N755EV    5287    LGA  MSN     118.0       812  20.0    49.0  \n",
+       "62284   N16999    4498    EWR  PWM      49.0       284  20.0    58.0  \n",
+       "62286   N602LR    3513    LGA  MKE     110.0       738  20.0    58.0  \n",
+       "62287   N834MQ    3374    JFK  RDU      80.0       427  20.0    59.0  \n",
+       "62289   N738EV    5038    LGA  BHM     139.0       866  21.0     2.0  \n",
+       "62291   N544AA    1691    EWR  DFW     205.0      1372  21.0     5.0  \n",
+       "62295   N353NW    1091    JFK  SAT     239.0      1587  21.0     8.0  \n",
+       "62296   N8416B    2951    JFK  PHL      30.0        94  21.0    13.0  \n",
+       "62297   N76529    1498    LGA  ORD     115.0       733  21.0    19.0  \n",
+       "62298   N764NC    2142    EWR  ATL     117.0       746  21.0    20.0  \n",
+       "62303   N14960    4224    EWR  MKE     113.0       725  21.0    25.0  \n",
+       "62305   N373JB     418    JFK  BOS      37.0       187  21.0    25.0  \n",
+       "62308   N937XJ    2911    JFK  CVG     104.0       589  21.0    29.0  \n",
+       "62318   N716EV    5274    LGA  BNA     123.0       764  21.0    40.0  \n",
+       "62319   N384DA    2065    JFK  FLL     159.0      1069  21.0    41.0  \n",
+       "62321   N821JB     153    JFK  PBI     151.0      1028  21.0    42.0  \n",
+       "62327   N8907A    4033    LGA  TYS     110.0       647  21.0    59.0  \n",
+       "62338   N521UA     352    EWR  IAH     202.0      1400  22.0    28.0  \n",
+       "62339   N481UA     994    EWR  BOS      36.0       200  22.0    32.0  \n",
+       "62340   N510JB    1371    LGA  FLL     151.0      1076  22.0    38.0  \n",
+       "62342   N258JB     702    JFK  BUF      58.0       301  22.0    42.0  \n",
+       "62345   N292PQ    2931    JFK  PIT       NaN       340  22.0    50.0  \n",
+       "62346   N614QX    4885    LGA  ILM      86.0       500  22.0    51.0  \n",
+       "62347   N317JB    2680    EWR  BOS      35.0       200  22.0    56.0  \n",
+       "62348   N371CA    5311    LGA  BGR      52.0       378  23.0     6.0  \n",
+       "62349   N396DA     347    JFK  SJU     193.0      1598  23.0    16.0  \n",
+       "62351   N730EV    5048    LGA  RIC      54.0       292  23.0    28.0  \n",
+       "62529   N5EGAA    1263    JFK  LAS     310.0      2248   7.0    58.0  \n",
+       "62683   N14179    4419    EWR  XNA     170.0      1131  10.0    17.0  \n",
+       "62743   N573UA     418    EWR  SFO     351.0      2565  11.0    42.0  \n",
+       "62752   N433UA     424    EWR  BOS      39.0       200  11.0    51.0  \n",
+       "62769   N13123    4679    EWR  JAX     128.0       820  12.0     1.0  \n",
+       "62782   N318NB    2506    LGA  FLL     158.0      1076  12.0    15.0  \n",
+       "62791   N15555    4445    EWR  IND     108.0       645  12.0    32.0  \n",
+       "62829   N937XJ    3305    LGA  MKE     112.0       738  13.0    18.0  \n",
+       "62841   N11187    4240    EWR  BUF      53.0       282  13.0    28.0  \n",
+       "62842   N11164    4396    EWR  MSY     175.0      1167  13.0    29.0  \n",
+       "62870   N26123    1734    EWR  ORD     120.0       719  14.0     4.0  \n",
+       "62896   N723EV    5437    LGA  CMH      78.0       479  14.0    38.0  \n",
+       "63009   N834AS    5712    JFK  IAD      51.0       228  16.0    13.0  \n",
+       "63073   N709SW    3778    EWR  DEN     240.0      1605  16.0    59.0  \n",
+       "63143   N846VA     413    JFK  LAX     331.0      2475  18.0     8.0  \n",
+       "63161   N590JB    1161    LGA  PBI     139.0      1035  18.0    27.0  \n",
+       "63205   N29906    3849    EWR  CVG      97.0       569  19.0     3.0  \n",
+       "63216   N14960    4702    EWR  GSO      71.0       445  19.0    21.0  \n",
+       "63277   N554AA     353    LGA  ORD     124.0       733  20.0    22.0  \n",
+       "63289   N15985    4370    EWR  CHS      96.0       628  20.0    35.0  \n",
+       "63294   N938DL    2391    JFK  TPA     139.0      1005  20.0    43.0  \n",
+       "63306   N593AA     363    LGA  ORD     123.0       733  20.0    52.0  \n",
+       "63307   N38727    1481    EWR  PHX     296.0      2133  20.0    53.0  \n",
+       "63347   N926DL    2159    JFK  MCO     133.0       944  22.0    31.0  \n",
+       "63348   N232WN     168    LGA  MDW     115.0       725  22.0    36.0  \n",
+       "63354   N13997    4444    EWR  CLT      87.0       529  23.0    12.0  \n",
+       "63534   N14562    4114    EWR  BOS      50.0       200   8.0    54.0  \n",
+       "63575   N624JB     583    JFK  MCO     133.0       944   9.0    31.0  \n",
+       "63895   N511MQ    3070    JFK  TPA     144.0      1005  16.0    33.0  \n",
+       "63910   N587JB     301    JFK  FLL     149.0      1069  16.0    53.0  \n",
+       "63930   N932DL     847    LGA  ATL     119.0       762  17.0    17.0  \n",
+       "64045   N920XJ    2919    JFK  CLT      83.0       541  20.0    21.0  \n",
+       "64075   N849MQ    3374    JFK  RDU      73.0       427  22.0    56.0  \n",
+       "64080   N558JB     839    JFK  BQN     195.0      1576   1.0    47.0  \n",
+       "64357   N667UA     461    EWR  IAH     200.0      1400  11.0    12.0  \n",
+       "64361   N554UA     504    JFK  SFO     358.0      2586  11.0    19.0  \n",
+       "64581   N894AT     160    LGA  CAK      74.0       397  15.0    25.0  \n",
+       "64583   N316US    1775    LGA  MIA     147.0      1096  15.0    25.0  \n",
+       "64655   N584JB     703    JFK  SJU     192.0      1598  16.0    29.0  \n",
+       "64702   N114UW    1767    LGA  CLT      90.0       544  17.0    13.0  \n",
+       "64729   N720EV    5293    LGA  ORF      46.0       296  17.0    39.0  \n",
+       "64739   N512MJ    3771    LGA  IAD      47.0       229  17.0    56.0  \n",
+       "64750   N948UW    2189    LGA  DCA      48.0       214  18.0     3.0  \n",
+       "64753   N803UA     220    EWR  LAX     324.0      2454  18.0     6.0  \n",
+       "64788   N608AT     400    LGA  ATL     110.0       762  18.0    40.0  \n",
+       "64815   N760US    2191    LGA  DCA      41.0       214  19.0    10.0  \n",
+       "64854   N808UA     689    LGA  ORD     129.0       733  19.0    51.0  \n",
+       "64858   N761ND    5274    LGA  BNA     111.0       764  19.0    53.0  \n",
+       "64863   N618JB    1161    LGA  PBI     145.0      1035  19.0    58.0  \n",
+       "64872   N8532G    3992    LGA  GSP      95.0       610  20.0    10.0  \n",
+       "64889   N735SA     152    LGA  MKE     122.0       738  20.0    28.0  \n",
+       "64890   N724EV    5298    LGA  OMA     173.0      1148  20.0    29.0  \n",
+       "64899   N958AT    1346    LGA  ATL     111.0       762  20.0    38.0  \n",
+       "64904   N915XJ    3445    LGA  DSM     155.0      1031  20.0    41.0  \n",
+       "64909   N18557    4641    EWR  CLT      85.0       529  20.0    46.0  \n",
+       "64921   N504MQ    3662    LGA  ATL     109.0       762  21.0     0.0  \n",
+       "64925   N319AA      21    JFK  LAX     323.0      2475  21.0     8.0  \n",
+       "64929   N831AY    2950    JFK  BWI      38.0       184  21.0    24.0  \n",
+       "64930   N612QX    5383    LGA  ROC      51.0       254  21.0    25.0  \n",
+       "64937   N15912    5956    LGA  CLE      74.0       419  21.0    35.0  \n",
+       "64948   N8800G    4033    LGA  TYS      96.0       647  21.0    59.0  \n",
+       "64951   N608QX    5237    LGA  CHS      89.0       641  22.0    20.0  \n",
+       "64952   N1EAMQ    3317    LGA  RDU      62.0       431  22.0    22.0  \n",
+       "64954   N408WN     168    LGA  MDW     118.0       725  22.0    25.0  \n",
+       "64959   N723EV    4885    LGA  ILM      70.0       500  22.0    40.0  \n",
+       "64961   N760EV    5048    LGA  RIC      47.0       292  22.0    42.0  \n",
+       "64964   N515MQ    3660    LGA  BNA     108.0       764  22.0    52.0  \n",
+       "64966   N635JB    1371    LGA  FLL     148.0      1076  22.0    56.0  \n",
+       "64968   N39418    1049    EWR  SFO     336.0      2565  23.0    12.0  \n",
+       "64969   N279PQ    3525    LGA  SYR      39.0       198  23.0    29.0  \n",
+       "65167   N87527    1456    LGA  IAH     201.0      1416   8.0    27.0  \n",
+       "65274   N760EV    4935    LGA  SRQ     150.0      1047  10.0     7.0  \n",
+       "65296   N560UA     504    JFK  SFO     347.0      2586  10.0    35.0  \n",
+       "65303   N923XJ    2906    JFK  BUF      59.0       301  10.0    47.0  \n",
+       "65323   N923DL    2319    LGA  MSP     169.0      1020  11.0    10.0  \n",
+       "65339   N668UA     559    EWR  IAH     193.0      1400  11.0    29.0  \n",
+       "65365   N18114    4495    EWR  SAV     108.0       708  11.0    58.0  \n",
+       "65420   N724EV    5273    LGA  PIT      57.0       335  13.0     0.0  \n",
+       "65637   N844VA      23    JFK  SFO     345.0      2586  16.0    37.0  \n",
+       "65682   N13992    4572    EWR  GSP      91.0       594  17.0    10.0  \n",
+       "65693   N909EV    5712    JFK  IAD      48.0       228  17.0    22.0  \n",
+       "65698   N707EV    5601    LGA  CLT      87.0       544  17.0    23.0  \n",
+       "65708   N317JB    1105    JFK  ORD     133.0       740  17.0    32.0  \n",
+       "65739   N13995    4409    EWR  ROC      48.0       246  18.0     5.0  \n",
+       "65752   N3BGAA     199    JFK  ORD     135.0       740  18.0    13.0  \n",
+       "65756   N811UA     689    LGA  ORD     128.0       733  18.0    19.0  \n",
+       "65783   N630VA      27    JFK  SFO     373.0      2586  18.0    43.0  \n",
+       "65860   N903XJ    2908    JFK  BUF      61.0       301  20.0     2.0  \n",
+       "65867   N3KGAA     119    EWR  LAX     336.0      2454  20.0    10.0  \n",
+       "65876   N570AA     345    LGA  ORD     124.0       733  20.0    17.0  \n",
+       "65892   N508JB     803    JFK  SJU     184.0      1598  20.0    37.0  \n",
+       "65901   N13988    4131    EWR  RIC      51.0       277  20.0    53.0  \n",
+       "65920   N503MQ    3604    EWR  ORD     125.0       719  21.0    11.0  \n",
+       "65931   N13992    4106    EWR  GSO      70.0       445  21.0    36.0  \n",
+       "65938   N915AT    1159    LGA  CAK      67.0       397  21.0    58.0  \n",
+       "65944   N827AS    5714    JFK  IAD      46.0       228  22.0    20.0  \n",
+       "65945   N906WN     168    LGA  MDW     121.0       725  22.0    20.0  \n",
+       "66220   N12122    4419    EWR  XNA     166.0      1131   9.0    37.0  \n",
+       "66243   N909XJ    2912    JFK  DCA      56.0       213  10.0     6.0  \n",
+       "66259   N919XJ    2932    JFK  RDU      77.0       427  10.0    25.0  \n",
+       "66267   N914XJ    3385    EWR  MSP     144.0      1008  10.0    28.0  \n",
+       "66274   N600QX    5133    EWR  DTW      89.0       488  10.0    36.0  \n",
+       "66285   N643JB     223    JFK  LAX     322.0      2475  10.0    53.0  \n",
+       "66304   N266JB     116    JFK  SYR      51.0       209  11.0    24.0  \n",
+       "66320   N23139    6074    EWR  OMA     163.0      1134  11.0    47.0  \n",
+       "66345   N16147    6054    EWR  IAD      48.0       212  12.0    13.0  \n",
+       "66360   N3GMAA    1139    LGA  DFW     210.0      1389  12.0    30.0  \n",
+       "66363   N952AT     275    LGA  ATL     127.0       762  12.0    33.0  \n",
+       "66373   N630VA     251    JFK  LAS     297.0      2248  12.0    46.0  \n",
+       "66412   N127UW    2069    JFK  CLT     106.0       541  13.0    31.0  \n",
+       "66433   N39726    1667    EWR  SNA     309.0      2434  13.0    56.0  \n",
+       "66441   N14562    3852    EWR  DTW      83.0       488  14.0     5.0  \n",
+       "66448   N3JVAA    1145    LGA  DFW     205.0      1389  14.0    11.0  \n",
+       "66517   N590JB    1401    JFK  FLL     168.0      1069  15.0    12.0  \n",
+       "66527   N11535    4171    EWR  MSN     118.0       799  15.0    25.0  \n",
+       "66534   N542MQ    3669    LGA  ATL     136.0       762  15.0    29.0  \n",
+       "66602   N14952    4580    EWR  MKE     114.0       725  16.0    38.0  \n",
+       "66613   N266JB     575    JFK  MSY     194.0      1182  16.0    43.0  \n",
+       "66627   N506MQ    3416    LGA  RDU      81.0       431  16.0    54.0  \n",
+       "66644   N15910    5811    EWR  JAX     148.0       820  17.0     8.0  \n",
+       "66662   N3773D       1    JFK  SJU     189.0      1598  17.0    20.0  \n",
+       "66675   N729SW    1289    EWR  HOU     221.0      1411  17.0    35.0  \n",
+       "66728   N22909    4381    EWR  DTW      89.0       488  18.0    19.0  \n",
+       "66729   N5CSAA      45    JFK  LAS     296.0      2248  18.0    20.0  \n",
+       "66780   N360NW    1499    LGA  ATL     115.0       762  19.0    10.0  \n",
+       "66782   N513MQ    3526    LGA  CMH      74.0       479  19.0    14.0  \n",
+       "66788   N485WN    3691    EWR  MSY     178.0      1167  19.0    20.0  \n",
+       "66809   N511MQ    3486    LGA  BNA     108.0       764  19.0    35.0  \n",
+       "66814   N923AT     400    LGA  ATL     115.0       762  19.0    37.0  \n",
+       "66816   N388DA      87    JFK  ATL     113.0       760  19.0    37.0  \n",
+       "66825   N716EV    5274    LGA  BNA     106.0       764  19.0    52.0  \n",
+       "66852   N15572    4195    EWR  BNA     114.0       748  20.0    30.0  \n",
+       "66886   N332AA      21    JFK  LAX     307.0      2475  21.0    16.0  \n",
+       "66887   N925DL    2159    JFK  MCO     154.0       944  21.0    19.0  \n",
+       "66895   N14904    4689    EWR  IND     101.0       645  21.0    34.0  \n",
+       "66896   N16963    4224    EWR  MKE     107.0       725  21.0    35.0  \n",
+       "66899   N11155    4321    EWR  MCI     162.0      1092  21.0    40.0  \n",
+       "66906   N197DN     427    JFK  LAX     311.0      2475  22.0    16.0  \n",
+       "66909   N21130    4512    EWR  MSY     181.0      1167  22.0    24.0  \n",
+       "66910   N374NW    1247    LGA  ATL     108.0       762  22.0    24.0  \n",
+       "66912   N542MQ    3603    LGA  DTW      74.0       502  22.0    34.0  \n",
+       "66913   N11109    4186    EWR  DCA      41.0       199  22.0    47.0  \n",
+       "66915   N632JB     527    EWR  MCO     149.0       937  22.0    49.0  \n",
+       "67138   N804UA     573    EWR  MSY     155.0      1167   8.0    43.0  \n",
+       "67201   N843VA      11    JFK  SFO     328.0      2586   9.0    46.0  \n",
+       "67207   N803MQ    3531    LGA  RDU      68.0       431   9.0    53.0  \n",
+       "67219   N16919    4691    EWR  DAY      75.0       533   9.0    59.0  \n",
+       "67241   N455UA     378    EWR  IAH     186.0      1400  10.0    24.0  \n",
+       "67263   N76065      15    EWR  HNL     596.0      4963  10.0    54.0  \n",
+       "67285   N30401    1622    EWR  ORD     105.0       719  11.0    19.0  \n",
+       "67293   N828AS    5736    LGA  IAD      45.0       229  11.0    32.0  \n",
+       "67424   N663UA     394    EWR  SFO     309.0      2565  14.0     3.0  \n",
+       "67593   N928MQ    3202    JFK  IND      92.0       665  16.0    37.0  \n",
+       "67627   N13988    5811    EWR  JAX     115.0       820  17.0     3.0  \n",
+       "67628   N8837B    2903    JFK  CLT      79.0       541  17.0     3.0  \n",
+       "67643   N828AS    5712    JFK  IAD      49.0       228  17.0    18.0  \n",
+       "67689   N13123    6181    EWR  IAD      44.0       212  18.0     5.0  \n",
+       "67705   N3ASAA     199    JFK  ORD     115.0       740  18.0    16.0  \n",
+       "67806   N605QX    5274    LGA  BNA      97.0       764  19.0    50.0  \n",
+       "67849   N908DE    1485    LGA  MCO     115.0       950  20.0    50.0  \n",
+       "67857   N649DL    1768    JFK  SLC     257.0      1990  20.0    59.0  \n",
+       "67881   N961DN    2391    JFK  TPA     134.0      1005  21.0    39.0  \n",
+       "67894   N520MQ    3662    LGA  ATL      97.0       762  22.0    17.0  \n",
+       "67895   N1EAMQ    3535    JFK  CMH      69.0       483  22.0    24.0  \n",
+       "67903   N657UA     464    EWR  IAH     188.0      1400  22.0    58.0  \n",
+       "68035   N3BNAA    1205    EWR  MIA     151.0      1085   7.0    42.0  \n",
+       "68252   N15986    4510    EWR  MKE     114.0       725  11.0     8.0  \n",
+       "68327   N14905    4445    EWR  IND      99.0       645  12.0    40.0  \n",
+       "68356   N428UA     308    EWR  MIA     147.0      1085  13.0     7.0  \n",
+       "68383   N748EV    5417    EWR  DTW      81.0       488  13.0    40.0  \n",
+       "68556   N472UA     287    EWR  AUS     225.0      1504  16.0    23.0  \n",
+       "68605   N654DL     467    JFK  SLC     268.0      1990  16.0    58.0  \n",
+       "68618   N845UA     332    EWR  CLE      68.0       404  17.0    17.0  \n",
+       "68649   N708EV    5091    LGA  PIT      53.0       335  17.0    45.0  \n",
+       "68650   N811UA     399    EWR  ORD     116.0       719  17.0    45.0  \n",
+       "68675   N14907    4705    EWR  ATL     114.0       746  18.0    10.0  \n",
+       "68682   N510UA     512    JFK  SFO     359.0      2586  18.0    15.0  \n",
+       "68697   N16954    5815    EWR  RIC      46.0       277  18.0    25.0  \n",
+       "68810   N405UA     491    EWR  DFW     194.0      1372  20.0     9.0  \n",
+       "68822   N849MQ    3591    LGA  RDU      68.0       431  20.0    25.0  \n",
+       "68863   N428UA     479    EWR  IAH     198.0      1400  21.0    23.0  \n",
+       "68876   N76522    1498    LGA  ORD     113.0       733  21.0    56.0  \n",
+       "68877   N801AY    2951    JFK  PHL      27.0        94  21.0    58.0  \n",
+       "68882   N21129    4512    EWR  MSY     177.0      1167  22.0     9.0  \n",
+       "68889   N655JB     527    EWR  MCO     129.0       937  22.0    51.0  \n",
+       "69198   N853MQ    3531    LGA  RDU      68.0       431  10.0    12.0  \n",
+       "69203   N605LR    3489    LGA  RSW     169.0      1080  10.0    16.0  \n",
+       "69347   N740EV    5333    LGA  CHS     102.0       641  13.0    12.0  \n",
+       "69384   N553UA     394    EWR  SFO     343.0      2565  13.0    54.0  \n",
+       "69386   N184JB    1386    JFK  ROC      49.0       264  13.0    56.0  \n",
+       "69403   N488AA     300    EWR  DFW     196.0      1372  14.0    22.0  \n",
+       "69455   N713EV    5437    LGA  CMH      79.0       479  14.0    59.0  \n",
+       "69556   N658JB     301    JFK  FLL     162.0      1069  16.0    28.0  \n",
+       "69572   N712EV    5455    LGA  SYR      35.0       198  16.0    47.0  \n",
+       "69601   N605LR    3488    LGA  MCI     175.0      1107  17.0     6.0  \n",
+       "69624   N931XJ    2917    JFK  DTW      85.0       509  17.0    27.0  \n",
+       "69660   N27477    1064    EWR  FLL     162.0      1065  18.0     5.0  \n",
+       "69661   N855UA     357    EWR  BOS      40.0       200  18.0     5.0  \n",
+       "69772   N723EV    5268    LGA  CLT      89.0       544  19.0    42.0  \n",
+       "69776   N66803    1246    EWR  SFO     349.0      2565  19.0    47.0  \n",
+       "69780   N600LR    2934    JFK  MCI     166.0      1113  19.0    49.0  \n",
+       "69789   N590JB     263    JFK  SEA     332.0      2422  19.0    59.0  \n",
+       "69823   N713EV    5287    LGA  MSN     120.0       812  20.0    42.0  \n",
+       "70041   N836VA      11    JFK  SFO     365.0      2586   8.0    44.0  \n",
+       "70073   N801UA     997    EWR  LAX     336.0      2454   9.0    15.0  \n",
+       "70098   N11140    4380    EWR  MSP     162.0      1008   9.0    54.0  \n",
+       "70115   N570UA     497    EWR  PBI     142.0      1023  10.0    16.0  \n",
+       "70141   N723EV    5443    LGA  CLT      82.0       544  10.0    48.0  \n",
+       "70142   N569UA     364    EWR  IAH     199.0      1400  10.0    51.0  \n",
+       "70231   N112US    1972    JFK  CLT      86.0       541  13.0    20.0  \n",
+       "70235   N314NB    2506    LGA  FLL     155.0      1076  13.0    25.0  \n",
+       "70289   N977AT     355    EWR  ATL     115.0       746  14.0    44.0  \n",
+       "70381   N923MQ    2815    JFK  CLE      75.0       425  16.0    12.0  \n",
+       "70402   N431UA     624    EWR  MIA     140.0      1085  16.0    29.0  \n",
+       "70462   N192JB    1105    JFK  ORD     129.0       740  17.0    47.0  \n",
+       "70477   N357NW    1518    EWR  DTW      73.0       488  18.0    17.0  \n",
+       "70497   N195DN     843    JFK  ATL     119.0       760  18.0    33.0  \n",
+       "70518   N536JB     327    EWR  MCO     124.0       937  19.0     1.0  \n",
+       "70534   N640JB    1161    LGA  PBI     139.0      1035  19.0    27.0  \n",
+       "70557   N497WN     931    LGA  MDW     127.0       725  20.0    19.0  \n",
+       "70575   N598JB    1271    LGA  FLL     144.0      1076  21.0    45.0  \n",
+       "70576   N13903    4361    EWR  TYS     101.0       631  21.0    48.0  \n",
+       "70583   N998DL     985    JFK  BOS      38.0       187  22.0    36.0  \n",
+       "70594   N265JB    1816    JFK  SYR      44.0       209   0.0     3.0  \n",
+       "70596   N354JB    2680    EWR  BOS      32.0       200   0.0    27.0  \n",
+       "70597   N722EV    5287    LGA  MSN     125.0       812   0.0    45.0  \n",
+       "70598   N216JB     108    JFK  PWM      46.0       273   1.0    12.0  \n",
+       "70599   N14188    3846    EWR  ROC      49.0       246   2.0    49.0  \n",
+       "70817   N923XJ    2906    JFK  BUF      56.0       301   9.0    57.0  \n",
+       "70846   N750EV    4869    LGA  RIC      50.0       292  10.0    36.0  \n",
+       "70883   N13978    3806    EWR  IAD      41.0       212  11.0    34.0  \n",
+       "71034   N279JB    2402    JFK  BUF      58.0       301  14.0    45.0  \n",
+       "71044   N750EV    5437    LGA  CMH      75.0       479  14.0    49.0  \n",
+       "71080   N3GJAA     327    LGA  ORD     157.0       733  15.0    19.0  \n",
+       "71100   N14118    1734    EWR  ORD     157.0       719  15.0    46.0  \n",
+       "71107   N502MQ    3669    LGA  ATL     124.0       762  15.0    50.0  \n",
+       "71109   N402UA     643    EWR  ORD     157.0       719  15.0    52.0  \n",
+       "71151   N494AA     341    LGA  ORD     171.0       733  16.0    27.0  \n",
+       "71166   N803UA     681    LGA  ORD     176.0       733  16.0    50.0  \n",
+       "71176   N296WN    1098    LGA  HOU     216.0      1428  17.0     1.0  \n",
+       "71195   N7811F     421    EWR  MDW     179.0       711  17.0    20.0  \n",
+       "71207   N784SW     483    EWR  MDW     148.0       711  17.0    33.0  \n",
+       "71208   N13965    4502    EWR  BNA     127.0       748  17.0    36.0  \n",
+       "71209   N411WN       3    LGA  MDW     184.0       725  17.0    36.0  \n",
+       "71227   N537UA     370    EWR  MCO     131.0       937  18.0     0.0  \n",
+       "71229   N583JB      89    JFK  SAN     348.0      2446  18.0     0.0  \n",
+       "71230   N615MQ    3216    JFK  ORF      51.0       290  18.0     1.0  \n",
+       "71231   N366NW    1518    EWR  DTW      89.0       488  18.0     2.0  \n",
+       "71238   N296PQ    2927    JFK  ORD     138.0       740  18.0     9.0  \n",
+       "71247   N854MQ    3365    JFK  DCA      43.0       213  18.0    18.0  \n",
+       "71258   N15574    4381    EWR  DTW      92.0       488  18.0    28.0  \n",
+       "71265   N901XJ    2922    JFK  MSP     168.0      1029  18.0    30.0  \n",
+       "71269   N214FR     507    LGA  DEN     232.0      1620  18.0    33.0  \n",
+       "71270   N789JB     423    JFK  LAX     354.0      2475  18.0    36.0  \n",
+       "71272   N24702    1279    LGA  DEN     257.0      1620  18.0    37.0  \n",
+       "71274   N3JCAA     199    JFK  ORD     132.0       740  18.0    39.0  \n",
+       "71275   N505MJ    3771    LGA  IAD      49.0       229  18.0    39.0  \n",
+       "71281   N236JB    1105    JFK  ORD       NaN       740  18.0    45.0  \n",
+       "71282   N772SW    1289    EWR  HOU     212.0      1411  18.0    46.0  \n",
+       "71286   N3EKAA     291    JFK  AUS     221.0      1521  18.0    52.0  \n",
+       "71287   N37287    1263    LGA  ORD     122.0       733  18.0    55.0  \n",
+       "71292   N960DL    2231    LGA  DTW      97.0       502  19.0     0.0  \n",
+       "71302   N17108    4411    EWR  MEM     157.0       946  19.0    10.0  \n",
+       "71306   N385AA    2351    JFK  MIA     138.0      1089  19.0    14.0  \n",
+       "71309   N15712    1605    EWR  LAS     346.0      2227  19.0    18.0  \n",
+       "71319   N490UA     243    LGA  IAH     206.0      1416  19.0    31.0  \n",
+       "71328   N453UA     884    EWR  TPA     132.0       997  19.0    39.0  \n",
+       "71329   N38727    1051    LGA  ORD     125.0       733  19.0    41.0  \n",
+       "71331   N586JB     669    JFK  SJC     356.0      2569  19.0    44.0  \n",
+       "71339   N750EV    5451    LGA  PIT      59.0       335  19.0    51.0  \n",
+       "71342   N713EV    5268    LGA  CLT      87.0       544  19.0    59.0  \n",
+       "71344   N8688C    2954    JFK  CHS      95.0       636  20.0     3.0  \n",
+       "71348   N39726    1128    LGA  IAH     219.0      1416  20.0     9.0  \n",
+       "71349   N216JB    1185    JFK  RDU      88.0       427  20.0     9.0  \n",
+       "71351   N958UW    2193    LGA  DCA      52.0       214  20.0    10.0  \n",
+       "71356   N354JB     918    JFK  BOS      32.0       187  20.0    21.0  \n",
+       "71358   N759EV    5274    LGA  BNA     114.0       764  20.0    23.0  \n",
+       "71362   N967DL     415    JFK  DTW      91.0       509  20.0    34.0  \n",
+       "71363   N4XNAA     359    LGA  ORD     122.0       733  20.0    36.0  \n",
+       "71365   N662MQ    3044    JFK  BWI      41.0       184  20.0    39.0  \n",
+       "71369   N803MQ    3591    LGA  RDU      70.0       431  20.0    44.0  \n",
+       "71372   N8775A    2937    JFK  IAD      46.0       228  20.0    50.0  \n",
+       "71373   N752EV    5383    LGA  ROC      44.0       254  20.0    51.0  \n",
+       "71374   N279JB    1407    JFK  IAD      49.0       228  20.0    51.0  \n",
+       "71380   N11551    4195    EWR  BNA     121.0       748  20.0    57.0  \n",
+       "71381   N12175    4550    EWR  ALB      33.0       143  20.0    58.0  \n",
+       "71383   N730EV    5038    LGA  BHM     123.0       866  21.0     0.0  \n",
+       "71385   N944AT    1346    LGA  ATL     110.0       762  21.0     2.0  \n",
+       "71386   N13975    4131    EWR  RIC      51.0       277  21.0     4.0  \n",
+       "71389   N13538    4498    EWR  PWM      47.0       284  21.0     6.0  \n",
+       "71390   N908XJ    2925    JFK  MSY     171.0      1182  21.0     7.0  \n",
+       "71393   N3754A      87    JFK  ATL     112.0       760  21.0    10.0  \n",
+       "71395   N378DA    2454    JFK  DEN     246.0      1626  21.0    15.0  \n",
+       "71396   N27724    1703    EWR  BOS      35.0       200  21.0    16.0  \n",
+       "71399   N433UA     431    EWR  DFW     203.0      1372  21.0    19.0  \n",
+       "71406   N8310C    1104    LGA  MDW     116.0       725  21.0    35.0  \n",
+       "71407   N601LR    2914    JFK  DCA      56.0       213  21.0    36.0  \n",
+       "71410   N773SA    3494    EWR  MDW     109.0       711  21.0    43.0  \n",
+       "71411   N645JB    1161    LGA  PBI     140.0      1035  21.0    45.0  \n",
+       "71412   N373NW    1091    JFK  SAT     228.0      1587  21.0    49.0  \n",
+       "71413   N987AT    1159    LGA  CAK      74.0       397  21.0    51.0  \n",
+       "71414   N219WN     168    LGA  MDW     117.0       725  21.0    51.0  \n",
+       "71416   N11113    4543    EWR  DSM     159.0      1017  21.0    54.0  \n",
+       "71417   N38458    1149    EWR  SEA     330.0      2402  21.0    54.0  \n",
+       "71419   N748EV    5237    LGA  CHS      92.0       641  21.0    57.0  \n",
+       "71420   N318JB     775    JFK  MSY     172.0      1182  22.0     1.0  \n",
+       "71421   N590JB     523    JFK  LAX     351.0      2475  22.0     1.0  \n",
+       "71422   N8412F    2950    JFK  BWI      40.0       184  22.0     4.0  \n",
+       "71423   N281JB     418    JFK  BOS      32.0       187  22.0     5.0  \n",
+       "71424   N917XJ    2928    JFK  ORD     124.0       740  22.0     6.0  \n",
+       "71425   N8577D    4033    LGA  TYS     131.0       647  22.0     6.0  \n",
+       "71426   N580JB     883    JFK  MCO     130.0       944  22.0     6.0  \n",
+       "71427   N498UA     308    EWR  IAH     200.0      1400  22.0     7.0  \n",
+       "71430   N559JB     499    LGA  MCO     129.0       950  22.0    13.0  \n",
+       "71431   N742PS    2197    LGA  DCA      43.0       214  22.0    13.0  \n",
+       "71433   N820AS    5714    JFK  IAD      47.0       228  22.0    17.0  \n",
+       "71434   N997DL     985    JFK  BOS      36.0       187  22.0    18.0  \n",
+       "71435   N24128    4333    EWR  TUL     191.0      1215  22.0    20.0  \n",
+       "71436   N539MQ    3535    JFK  CMH      77.0       483  22.0    20.0  \n",
+       "71437   N779JB     225    JFK  TPA     140.0      1005  22.0    20.0  \n",
+       "71438   N12157    4321    EWR  MCI     173.0      1092  22.0    21.0  \n",
+       "71439   N547AA     371    LGA  ORD     120.0       733  22.0    21.0  \n",
+       "71440   N954UW    2164    LGA  BOS      47.0       184  22.0    26.0  \n",
+       "71441   N385DN    2065    JFK  FLL     143.0      1069  22.0    28.0  \n",
+       "71443   N488WN     152    LGA  MKE     113.0       738  22.0    28.0  \n",
+       "71444   N8783E    2951    JFK  PHL      33.0        94  22.0    29.0  \n",
+       "71447   N14974    4361    EWR  TYS     102.0       631  22.0    34.0  \n",
+       "71448   N14952    4106    EWR  GSO      73.0       445  22.0    36.0  \n",
+       "71449   N14905    4224    EWR  MKE     116.0       725  22.0    41.0  \n",
+       "71450   N605LR    2908    JFK  BUF      58.0       301  22.0    46.0  \n",
+       "71451   N324AA     185    JFK  LAX     364.0      2475  22.0    47.0  \n",
+       "71452   N717EV    5048    LGA  RIC      57.0       292  22.0    48.0  \n",
+       "71453   N539AA    2488    EWR  DFW     203.0      1372  22.0    49.0  \n",
+       "71454   N514MQ    3384    LGA  CLT      82.0       544  22.0    51.0  \n",
+       "71455   N646JB    1183    JFK  MCO     130.0       944  22.0    51.0  \n",
+       "71456   N585JB      97    JFK  DEN     246.0      1626  22.0    54.0  \n",
+       "71458   N13123    4348    EWR  MSP     151.0      1008  23.0     6.0  \n",
+       "71459   N13750    1481    EWR  PHX     320.0      2133  23.0     9.0  \n",
+       "71460   N17984    4119    EWR  RIC      55.0       277  23.0    21.0  \n",
+       "71462   N337JB     486    JFK  ROC      54.0       264  23.0    31.0  \n",
+       "71463   N640JB    1371    LGA  FLL     148.0      1076  23.0    32.0  \n",
+       "71464   N375JB     234    JFK  BTV      52.0       266  23.0    53.0  \n",
+       "71466   N355JB    1677    JFK  JAX     122.0       828  23.0    55.0  \n",
+       "71467   N923XJ    3525    LGA  SYR      39.0       198  23.0    56.0  \n",
+       "71468   N929XJ    2931    JFK  PIT      72.0       340  23.0    57.0  \n",
+       "71628   N569UA     245    EWR  DEN     243.0      1605   7.0    53.0  \n",
+       "71679   N13949    4166    EWR  GSP      95.0       594   8.0    30.0  \n",
+       "71689   N76522    1456    LGA  IAH     213.0      1416   8.0    39.0  \n",
+       "71701   N16112    5791    EWR  PIT      59.0       319   8.0    51.0  \n",
+       "71803   N986DL    1885    LGA  MCO     137.0       950  10.0    33.0  \n",
+       "71842   N13908    6054    EWR  IAD      47.0       212  11.0    35.0  \n",
+       "71872   N754EV    5417    EWR  DTW      82.0       488  12.0     7.0  \n",
+       "71877   N16963    3852    EWR  DTW      88.0       488  12.0    11.0  \n",
+       "71878   N15986    4162    EWR  STL     145.0       872  12.0    11.0  \n",
+       "71904   N802UA     563    EWR  LAX     330.0      2454  12.0    49.0  \n",
+       "71918   N15973    3827    EWR  ORF      51.0       284  12.0    58.0  \n",
+       "71923   N922XJ    3373    EWR  MSP     157.0      1008  13.0     2.0  \n",
+       "71929   N723EV    5333    LGA  CHS      90.0       641  13.0    14.0  \n",
+       "71982   N13914    4548    EWR  RDU      70.0       416  14.0    21.0  \n",
+       "71990   N849MQ    3340    LGA  DTW      89.0       502  14.0    37.0  \n",
+       "72011   N766US    1802    JFK  CLT      90.0       541  14.0    50.0  \n",
+       "72047   N417UA     203    EWR  BOS      37.0       200  15.0    17.0  \n",
+       "72048   N11547    3806    EWR  DAY      92.0       533  15.0    20.0  \n",
+       "72060   N466UA     264    LGA  DEN     232.0      1620  15.0    27.0  \n",
+       "72061   N987AT    1070    LGA  ATL     115.0       762  15.0    28.0  \n",
+       "72079   N832AS    5713    LGA  IAD      52.0       229  15.0    45.0  \n",
+       "72083   N39415    1232    EWR  IAH     213.0      1400  15.0    48.0  \n",
+       "72137   N57862    1583    EWR  SFO     355.0      2565  16.0    30.0  \n",
+       "72139   N752EV    5199    LGA  CHS      93.0       641  16.0    31.0  \n",
+       "72165   N623JB     505    EWR  FLL     143.0      1065  16.0    51.0  \n",
+       "72185   N472AA     343    LGA  ORD     122.0       733  17.0     6.0  \n",
+       "72210   N13908    4532    EWR  CHS      99.0       628  17.0    34.0  \n",
+       "72234   N738EV    5293    LGA  ORF      52.0       296  18.0     0.0  \n",
+       "72243   N723EV    5601    LGA  CLT      83.0       544  18.0     5.0  \n",
+       "72266   N724EV    5298    LGA  OMA     167.0      1148  18.0    33.0  \n",
+       "72293   N81449    1692    EWR  SAN     342.0      2425  18.0    54.0  \n",
+       "72299   N14904    4411    EWR  MEM     152.0       946  18.0    56.0  \n",
+       "72350   N596UA     389    JFK  SFO     377.0      2586  19.0    44.0  \n",
+       "72352   N11547    3849    EWR  CVG     101.0       569  19.0    47.0  \n",
+       "72370   N837UA     488    EWR  IAH     206.0      1400  20.0     4.0  \n",
+       "72375   N767NC    1942    EWR  ATL     111.0       746  20.0     7.0  \n",
+       "72395   N722EV    5287    LGA  MSN     120.0       812  20.0    39.0  \n",
+       "72426   N16149    4321    EWR  MCI     166.0      1092  21.0    31.0  \n",
+       "72432   N4WAAA     363    LGA  ORD     113.0       733  21.0    45.0  \n",
+       "72439   N422UA     479    EWR  IAH     190.0      1400  22.0    13.0  \n",
+       "72441   N14902    4195    EWR  BNA     123.0       748  22.0    26.0  \n",
+       "72443   N11194    4085    EWR  OMA     169.0      1134  22.0    32.0  \n",
+       "72444   N13908    4689    EWR  IND     111.0       645  22.0    38.0  \n",
+       "72448   N22971    4672    EWR  STL     137.0       872  23.0     7.0  \n",
+       "72602   N14904    6177    EWR  IAD      47.0       212   7.0    37.0  \n",
+       "72617   N13975    4393    EWR  IND     105.0       645   7.0    50.0  \n",
+       "72754   N14204    4419    EWR  XNA     171.0      1131   9.0    47.0  \n",
+       "72760   N41104    4380    EWR  MSP     171.0      1008   9.0    53.0  \n",
+       "72793   N57868    1030    EWR  ORD     121.0       719  10.0    29.0  \n",
+       "72799   N759EV    5099    LGA  ORF      49.0       296  10.0    42.0  \n",
+       "72840   N622VA     187    EWR  SFO     372.0      2565  11.0    36.0  \n",
+       "72859   N11539    3852    EWR  DTW      90.0       488  11.0    57.0  \n",
+       "72865   N626VA      23    JFK  SFO     371.0      2586  12.0     6.0  \n",
+       "72928   N113UW    2069    JFK  CLT      91.0       541  13.0    15.0  \n",
+       "72996   N759EV    5299    LGA  MEM     136.0       963  14.0    39.0  \n",
+       "73104   N846UA     217    EWR  CLE      67.0       404  16.0     3.0  \n",
+       "73181   N11539    5811    EWR  JAX     120.0       820  17.0     3.0  \n",
+       "73202   N512MQ    3663    JFK  DCA      53.0       213  17.0    28.0  \n",
+       "73211   N361VA      27    JFK  SFO     367.0      2586  17.0    44.0  \n",
+       "73235   N571AA    2223    LGA  STL     133.0       888  18.0     2.0  \n",
+       "73260   N789JB     415    JFK  SFO     357.0      2586  18.0    24.0  \n",
+       "73273   N635VA     193    EWR  SFO     356.0      2565  18.0    38.0  \n",
+       "73297   N581AA     345    LGA  ORD     117.0       733  18.0    58.0  \n",
+       "73338   N4XCAA     353    LGA  ORD     111.0       733  19.0    33.0  \n",
+       "73351   N521MQ    3526    LGA  CMH      77.0       479  19.0    49.0  \n",
+       "73390   N3758Y    1576    JFK  SAN     328.0      2446  20.0    41.0  \n",
+       "73393   N369NB    1435    LGA  TPA     145.0      1010  20.0    42.0  \n",
+       "73412   N957UW    2162    LGA  BOS      39.0       184  21.0     3.0  \n",
+       "73428   N16999    4368    EWR  DAY      83.0       533  21.0    48.0  \n",
+       "73815   N328AA     179    JFK  SFO     344.0      2586  11.0    44.0  \n",
+       "73850   N641VA      23    JFK  SFO     359.0      2586  12.0    21.0  \n",
+       "73854   N851UA     249    EWR  TPA     133.0       997  12.0    28.0  \n",
+       "73869   N853VA     187    EWR  SFO     359.0      2565  12.0    46.0  \n",
+       "73898   N16183    4424    EWR  RDU      70.0       416  13.0    13.0  \n",
+       "73926   N583AA     329    LGA  ORD     115.0       733  13.0    51.0  \n",
+       "73943   N113UW    2069    JFK  CLT      86.0       541  14.0     1.0  \n",
+       "74007   N5CEAA    1697    JFK  MIA     149.0      1089  15.0     4.0  \n",
+       "74094   N27722    1186    EWR  MIA     149.0      1085  16.0    18.0  \n",
+       "74147   N695DL     432    JFK  SFO     356.0      2586  17.0     5.0  \n",
+       "74212   N818MQ    3411    LGA  RDU      72.0       431  18.0     7.0  \n",
+       "74221   N332NB    1585    LGA  MCO     134.0       950  18.0    18.0  \n",
+       "74228   N935AT    2042    EWR  ATL     130.0       746  18.0    25.0  \n",
+       "74242   N629VA      27    JFK  SFO     371.0      2586  18.0    34.0  \n",
+       "74285   N789JB     415    JFK  SFO     370.0      2586  19.0    15.0  \n",
+       "74306   N456WN     195    LGA  STL     136.0       888  19.0    36.0  \n",
+       "74314   N640VA     193    EWR  SFO     372.0      2565  19.0    41.0  \n",
+       "74369   N595UA     226    JFK  SFO     352.0      2586  20.0    42.0  \n",
+       "74400   N635VA      29    JFK  SFO     368.0      2586  21.0    31.0  \n",
+       "74420   N512MQ    3660    LGA  BNA     108.0       764  23.0     1.0  \n",
+       "74427   N524JB     718    JFK  BOS      33.0       187   0.0    33.0  \n",
+       "74680   N327AA    1345    JFK  MIA     144.0      1089   9.0    13.0  \n",
+       "74712   N18556    4638    EWR  CVG      96.0       569   9.0    51.0  \n",
+       "74731   N316NB     831    LGA  DTW      84.0       502  10.0     4.0  \n",
+       "74783   N710TW     469    JFK  SFO     373.0      2586  11.0    15.0  \n",
+       "74805   N14106    1643    EWR  DEN     244.0      1605  11.0    43.0  \n",
+       "74891   N11113    4548    EWR  RDU      69.0       416  13.0    17.0  \n",
+       "74951   N4WJAA     331    LGA  ORD     117.0       733  14.0    34.0  \n",
+       "75139   N754EV    5091    LGA  PIT      59.0       335  17.0     5.0  \n",
+       "75216   N921XJ    2910    JFK  CVG      95.0       589  18.0    15.0  \n",
+       "75271   N738CB     356    LGA  DEN     247.0      1620  19.0     5.0  \n",
+       "75284   N966WN    1710    EWR  MDW     111.0       711  19.0    23.0  \n",
+       "75327   N906XJ    2908    JFK  BUF      52.0       301  20.0     4.0  \n",
+       "75360   N595JB     803    JFK  SJU     182.0      1598  20.0    38.0  \n",
+       "75365   N13997    4361    EWR  TYS      98.0       631  20.0    52.0  \n",
+       "75370   N922XJ    2915    JFK  DFW     221.0      1391  20.0    56.0  \n",
+       "75399   N320NB    2331    LGA  DTW      86.0       502  21.0    46.0  \n",
+       "75405   N608JB     329    JFK  RSW     154.0      1074  21.0    53.0  \n",
+       "75407   N591AA    1691    EWR  DFW     207.0      1372  21.0    58.0  \n",
+       "75408   N713EV    5048    LGA  RIC      52.0       292  22.0     4.0  \n",
+       "75416   N651JB     425    JFK  TPA     136.0      1005  22.0    41.0  \n",
+       "75419   N850UA     491    EWR  DFW     206.0      1372  22.0    55.0  \n",
+       "75425   N482UA     309    EWR  BOS      34.0       200   0.0     6.0  \n",
+       "75564   N29917    4241    EWR  DCA      40.0       199   7.0    46.0  \n",
+       "75701   N15912    4537    EWR  MEM     159.0       946   9.0    44.0  \n",
+       "75734   N39418    1581    EWR  SEA     342.0      2402  10.0    17.0  \n",
+       "75756   N914DE    2047    LGA  ATL     118.0       762  10.0    38.0  \n",
+       "75757   N11106    4364    EWR  MCI     181.0      1092  10.0    39.0  \n",
+       "75791   N332NW    2319    LGA  MSP     171.0      1020  11.0    30.0  \n",
+       "75795   N12996    4510    EWR  MKE     129.0       725  11.0    34.0  \n",
+       "75799   N11565    4187    EWR  BNA     125.0       748  11.0    40.0  \n",
+       "75881   N590JB      53    JFK  PBI     136.0      1028  13.0    13.0  \n",
+       "75890   N326NB    1785    LGA  PBI     150.0      1035  13.0    21.0  \n",
+       "75931   N817UA     563    EWR  LAX     372.0      2454  14.0    22.0  \n",
+       "76026   N836AS    5713    LGA  IAD      46.0       229  15.0    45.0  \n",
+       "76034   N408UA     215    EWR  BOS      53.0       200  15.0    53.0  \n",
+       "76088   N3ADAA      65    JFK  DFW     198.0      1391  16.0    47.0  \n",
+       "76116   N15710    1744    LGA  IAH     206.0      1416  17.0     1.0  \n",
+       "76124   N5DNAA    2285    JFK  MCO     129.0       944  17.0    11.0  \n",
+       "76134   N13994    4352    EWR  CVG     105.0       569  17.0    21.0  \n",
+       "76135   N14959    3825    EWR  IND     114.0       645  17.0    22.0  \n",
+       "76156   N497UA     375    EWR  SEA     341.0      2402  17.0    40.0  \n",
+       "76165   N615QX    5601    LGA  CLT      82.0       544  17.0    51.0  \n",
+       "76191   N929XJ    2910    JFK  CVG      99.0       589  18.0    16.0  \n",
+       "76194   N920XJ    2904    JFK  BOS      35.0       187  18.0    19.0  \n",
+       "76196   N538UW     894    LGA  CLT      84.0       544  18.0    21.0  \n",
+       "76199   N22971    4202    EWR  STL     152.0       872  18.0    24.0  \n",
+       "76215   N512MQ    3526    LGA  CMH      84.0       479  18.0    31.0  \n",
+       "76222   N33714    1554    EWR  BOS      33.0       200  18.0    44.0  \n",
+       "76245   N717UW    2191    LGA  DCA      44.0       214  19.0     1.0  \n",
+       "76257   N16147    4328    EWR  MSY     177.0      1167  19.0    20.0  \n",
+       "76260   N36476    1692    EWR  SAN     351.0      2425  19.0    24.0  \n",
+       "76265   N826UA     775    EWR  ORD     118.0       719  19.0    28.0  \n",
+       "76276   N24706    1481    EWR  PHX     313.0      2133  19.0    31.0  \n",
+       "76290   N419UA     689    LGA  ORD     130.0       733  19.0    49.0  \n",
+       "76291   N803UA     360    EWR  PBI     132.0      1023  19.0    50.0  \n",
+       "76292   N7714B    3015    EWR  MSY     175.0      1167  19.0    50.0  \n",
+       "76294   N403UA     237    EWR  DEN     233.0      1605  19.0    52.0  \n",
+       "76301   N935XJ    2908    JFK  BUF      63.0       301  19.0    58.0  \n",
+       "76305   N1EAMQ    3349    LGA  MSP     167.0      1020  20.0     7.0  \n",
+       "76306   N8775A    3992    LGA  GSP      95.0       610  20.0     8.0  \n",
+       "76311   N398CA    5383    LGA  SBN     110.0       651  20.0    13.0  \n",
+       "76331   N246LV    3429    LGA  MKE     127.0       738  20.0    26.0  \n",
+       "76340   N3749D    1629    JFK  LAS     346.0      2248  20.0    37.0  \n",
+       "76356   N3735D    1729    JFK  LAS     342.0      2248  21.0     1.0  \n",
+       "76357   N838UA     693    LGA  ORD     135.0       733  21.0     6.0  \n",
+       "76358   N204FR     507    LGA  DEN     262.0      1620  21.0     9.0  \n",
+       "76369   N19554    4224    EWR  MKE     143.0       725  21.0    24.0  \n",
+       "76372   N917XJ    2909    JFK  RIC      53.0       288  21.0    29.0  \n",
+       "76379   N14231    1168    LGA  ORD     124.0       733  21.0    36.0  \n",
+       "76380   N634JB      71    JFK  SLC     320.0      1990  21.0    38.0  \n",
+       "76383   N852UA     587    EWR  LAS     399.0      2227  21.0    42.0  \n",
+       "76384   N17169    4543    EWR  DSM     185.0      1017  21.0    46.0  \n",
+       "76386   N13958    4368    EWR  DAY     100.0       533  21.0    50.0  \n",
+       "76394   N518MQ    3473    LGA  ATL     111.0       762  21.0    58.0  \n",
+       "76396   N17730    1066    EWR  BOS      33.0       200  22.0    20.0  \n",
+       "76401   N523MQ    3384    LGA  CLT      88.0       544  22.0    33.0  \n",
+       "76402   N14959    3845    EWR  GSP     101.0       594  22.0    34.0  \n",
+       "76404   N407WN    3423    LGA  MDW     127.0       725  22.0    41.0  \n",
+       "76407   N192JB     705    EWR  FLL     140.0      1065  22.0    46.0  \n",
+       "76410   N602LR    2914    JFK  DCA      49.0       213  22.0    56.0  \n",
+       "76411   N11544    4119    EWR  RIC      48.0       277  23.0     2.0  \n",
+       "76412   N558UA     509    LGA  DEN     235.0      1620  23.0     3.0  \n",
+       "76413   N901XJ    3525    LGA  SYR      40.0       198  23.0     4.0  \n",
+       "76414   N523UA     324    EWR  LAS     364.0      2227  23.0     8.0  \n",
+       "76574   N76519     156    LGA  ORD     135.0       733   8.0    31.0  \n",
+       "76587   N39416    1216    EWR  SJU     195.0      1608   8.0    45.0  \n",
+       "76593   N14188    4125    EWR  GSO      79.0       445   8.0    53.0  \n",
+       "76618   N25705    1553    LGA  ORD     134.0       733   9.0    17.0  \n",
+       "76637   N14177    4625    EWR  BWI      37.0       169   9.0    40.0  \n",
+       "76703   N5FMAA    1357    JFK  SJU     190.0      1598  11.0    12.0  \n",
+       "76708   N624JB     411    JFK  LAS     353.0      2248  11.0    17.0  \n",
+       "76724   N179JB    2602    JFK  BUF      70.0       301  11.0    43.0  \n",
+       "76756   N922DL    1647    LGA  ATL     122.0       762  12.0    35.0  \n",
+       "76791   N537MQ    3670    LGA  ATL     122.0       762  13.0    23.0  \n",
+       "76820   N547JB      53    JFK  PBI     140.0      1028  14.0    19.0  \n",
+       "76879   N507JB     927    EWR  MCO     137.0       937  15.0     3.0  \n",
+       "76947   N16976    4572    EWR  GSP     106.0       594  16.0    23.0  \n",
+       "76963   N3BDAA    1623    EWR  MIA     151.0      1085  16.0    36.0  \n",
+       "77024   N807JB     703    JFK  SJU     194.0      1598  17.0    32.0  \n",
+       "77087   N11127    4352    EWR  CVG     119.0       569  19.0    13.0  \n",
+       "77107   N24729    1075    EWR  SNA     341.0      2434  19.0    43.0  \n",
+       "77132   N829AS    5714    JFK  IAD      49.0       228  20.0    47.0  \n",
+       "77150   N796JB     915    JFK  SFO     350.0      2586  21.0    41.0  \n",
+       "77168   N13903    4194    EWR  ALB      28.0       143   0.0    22.0  \n",
+       "77169   N625VA      29    JFK  SFO     331.0      2586   0.0    36.0  \n",
+       "77270   N78285    1677    EWR  MCO     141.0       937   7.0    58.0  \n",
+       "77343   N314NB    2457    LGA  MSY     173.0      1183   9.0    13.0  \n",
+       "77365   N13979    4537    EWR  MEM     153.0       946   9.0    43.0  \n",
+       "77385   N3754A     315    JFK  SJU     195.0      1598   9.0    56.0  \n",
+       "77391   N37700    2190    JFK  MIA     151.0      1089  10.0     1.0  \n",
+       "77406   N265JB     586    JFK  ROC      57.0       264  10.0    23.0  \n",
+       "77414   N383DN    1743    JFK  ATL     111.0       760  10.0    35.0  \n",
+       "77436   N751EV    5443    LGA  CLT      89.0       544  11.0     7.0  \n",
+       "77454   N830UA     376    EWR  LAX     319.0      2454  11.0    40.0  \n",
+       "77492   N298JB    2602    JFK  BUF      63.0       301  12.0    22.0  \n",
+       "77496   N16559    3812    EWR  ATL     123.0       746  12.0    32.0  \n",
+       "77500   N16981    5797    EWR  RIC      53.0       277  12.0    43.0  \n",
+       "77523   N755EV    5373    LGA  GSO      68.0       461  13.0     4.0  \n",
+       "77572   N13965    4393    EWR  IND     106.0       645  14.0     0.0  \n",
+       "77576   N912DE    1131    LGA  DTW      83.0       502  14.0    22.0  \n",
+       "77602   N19554    4552    EWR  GSO      70.0       445  14.0    47.0  \n",
+       "77653   N14998    4434    EWR  MHT      42.0       209  15.0    19.0  \n",
+       "77680   N67134    1054    EWR  LAX     349.0      2454  15.0    46.0  \n",
+       "77702   N4XCAA     331    LGA  ORD     119.0       733  16.0     8.0  \n",
+       "77715   N298JB     581    JFK  HOU     219.0      1428  16.0    23.0  \n",
+       "77726   N11565    4572    EWR  GSP      89.0       594  16.0    32.0  \n",
+       "77736   N11536    4596    EWR  STL     138.0       872  16.0    49.0  \n",
+       "77760   N364NB    1705    LGA  MSY     158.0      1183  16.0    59.0  \n",
+       "77767   N933XJ    2927    JFK  ORD     123.0       740  17.0     5.0  \n",
+       "77770   N12540    4576    EWR  GRR     107.0       605  17.0     7.0  \n",
+       "77800   N24224    1262    EWR  MCO     132.0       937  17.0    38.0  \n",
+       "77801   N932XJ    2904    JFK  BOS      44.0       187  17.0    38.0  \n",
+       "77802   N730EV    5293    LGA  ORF      47.0       296  17.0    39.0  \n",
+       "77820   N11127    4702    EWR  GSO      70.0       445  18.0     2.0  \n",
+       "77824   N326NB     884    LGA  DEN     224.0      1620  18.0     5.0  \n",
+       "77838   N3AKAA     199    JFK  ORD     130.0       740  18.0    16.0  \n",
+       "77844   N755EV    5601    LGA  CLT      80.0       544  18.0    20.0  \n",
+       "77871   N14998    4113    EWR  IND     103.0       645  18.0    55.0  \n",
+       "77880   N13955    4191    EWR  BNA     119.0       748  19.0     0.0  \n",
+       "77904   N710EV    5298    LGA  OMA     170.0      1148  19.0    35.0  \n",
+       "77911   N614QX    5268    LGA  CLT      87.0       544  19.0    42.0  \n",
+       "77920   N337JB    1119    JFK  CLT      84.0       541  19.0    57.0  \n",
+       "77922   N934XJ    2908    JFK  BUF      59.0       301  19.0    58.0  \n",
+       "77943   N292PQ    2923    JFK  MSP     168.0      1029  20.0    17.0  \n",
+       "77950   N36915    4202    EWR  STL     147.0       872  20.0    27.0  \n",
+       "77952   N925XJ    2931    JFK  JAX     116.0       828  20.0    28.0  \n",
+       "77954   N76269    1539    EWR  LAS     291.0      2227  20.0    29.0  \n",
+       "77956   N5CHAA    1029    JFK  SJU     204.0      1598  20.0    30.0  \n",
+       "77958   N514UA     312    EWR  LAX     322.0      2454  20.0    32.0  \n",
+       "77960   N648DL    1768    JFK  SLC     283.0      1990  20.0    33.0  \n",
+       "77974   N586JB     225    JFK  TPA     146.0      1005  20.0    42.0  \n",
+       "77975   N24715    1053    EWR  CLE      68.0       404  20.0    44.0  \n",
+       "77978   N920XJ    2925    JFK  MSY     170.0      1182  20.0    50.0  \n",
+       "77979   N605LR    2919    JFK  CLT      83.0       541  20.0    52.0  \n",
+       "77980   N72405    1269    EWR  PBI     139.0      1023  20.0    53.0  \n",
+       "77982   N12175    4543    EWR  DSM     157.0      1017  20.0    54.0  \n",
+       "77996   N201FR     507    LGA  DEN     234.0      1620  21.0     8.0  \n",
+       "78002   N942DL    2159    JFK  MCO     128.0       944  21.0    15.0  \n",
+       "78005   N380AA      85    JFK  SFO     340.0      2586  21.0    17.0  \n",
+       "78022   N819UA     577    EWR  MIA     139.0      1085  21.0    52.0  \n",
+       "78028   N11127    4212    EWR  MSY     173.0      1167  22.0     8.0  \n",
+       "78030   N295PQ    2914    JFK  DCA      45.0       213  22.0    12.0  \n",
+       "78031   N35260    1115    EWR  TPA     138.0       997  22.0    14.0  \n",
+       "78032   N14902    4370    EWR  CHS      93.0       628  22.0    16.0  \n",
+       "78034   N827MQ    3257    LGA  RDU      66.0       431  22.0    18.0  \n",
+       "78036   N398CA    5048    LGA  RIC      48.0       292  22.0    24.0  \n",
+       "78038   N482WN    3069    EWR  STL     140.0       872  22.0    32.0  \n",
+       "78041   N192JB     705    EWR  FLL     143.0      1065  22.0    46.0  \n",
+       "78047   N634AA    1697    JFK  MIA     143.0      1089  23.0     1.0  \n",
+       "78048   N755EV    4885    LGA  ILM      69.0       500  23.0    30.0  \n",
+       "78049   N600QX    5311    LGA  BGR      61.0       378  23.0    42.0  \n",
+       "78053   N709JB    1371    LGA  FLL     143.0      1076  23.0    58.0  \n",
+       "78307   N316NB    2395    LGA  PBI     153.0      1035   9.0    22.0  \n",
+       "78324   N203FR     509    LGA  DEN     231.0      1620   9.0    44.0  \n",
+       "78369   N908XJ    3489    LGA  RSW     169.0      1080  10.0    31.0  \n",
+       "78450   N707EV    5346    LGA  ROC      43.0       254  12.0    13.0  \n",
+       "78484   N511MJ    3799    LGA  IAD      44.0       229  12.0    58.0  \n",
+       "78642   N527JB    1171    LGA  FLL     157.0      1076  15.0    47.0  \n",
+       "78723   N296PQ    2913    JFK  DCA      48.0       213  16.0    56.0  \n",
+       "78749   N569UW     721    EWR  CLT      87.0       529  17.0    24.0  \n",
+       "78798   N3GAAA      67    JFK  SAN     332.0      2446  18.0    10.0  \n",
+       "78819   N7812G     356    LGA  DEN     242.0      1620  18.0    30.0  \n",
+       "78829   N658JB     415    JFK  SFO     352.0      2586  18.0    44.0  \n",
+       "78836   N3ACAA    1185    LGA  DFW     230.0      1389  18.0    48.0  \n",
+       "78843   N228JB    1185    JFK  RDU      77.0       427  18.0    54.0  \n",
+       "78941   N296PQ    2909    JFK  RIC      57.0       288  20.0    45.0  \n",
+       "78945   N849MQ    3573    LGA  CMH      94.0       479  20.0    51.0  \n",
+       "78964   N397DA     809    EWR  SLC     284.0      1969  21.0    13.0  \n",
+       "78968   N8EGMQ    3674    LGA  CLE      69.0       419  21.0    16.0  \n",
+       "78989   N705JB     527    EWR  MCO     138.0       937  22.0    31.0  \n",
+       "78990   N273JB    2680    EWR  BOS      42.0       200  22.0    33.0  \n",
+       "78995   N537MQ    3660    LGA  BNA     128.0       764  22.0    58.0  \n",
+       "78996   N258JB     705    EWR  FLL     153.0      1065  23.0     0.0  \n",
+       "78997   N338AA      21    JFK  LAX     336.0      2475  23.0     5.0  \n",
+       "78998   N228JB     234    JFK  BTV      44.0       266  23.0    39.0  \n",
+       "79270   N3744F    1743    JFK  ATL     125.0       760   9.0    31.0  \n",
+       "79278   N14993    4691    EWR  DAY      91.0       533   9.0    44.0  \n",
+       "79326   N18120    4419    EWR  XNA     176.0      1131  10.0    32.0  \n",
+       "79352   N13133    5813    EWR  RIC      60.0       277  11.0     7.0  \n",
+       "79609   N267JB     575    JFK  MSY     194.0      1182  15.0    49.0  \n",
+       "79627   N836AS    5713    LGA  IAD      50.0       229  15.0    59.0  \n",
+       "79684   N941MQ    2963    JFK  CVG     105.0       589  16.0    56.0  \n",
+       "79702   N615MQ    3231    JFK  PIT      70.0       340  17.0     8.0  \n",
+       "79752   N922MQ    3216    JFK  ORF      55.0       290  17.0    57.0  \n",
+       "79789   N395DN     843    JFK  ATL     139.0       760  18.0    33.0  \n",
+       "79796   N807MQ    3530    LGA  DTW      97.0       502  18.0    37.0  \n",
+       "79808   N289CT    3596    LGA  BNA     132.0       764  18.0    51.0  \n",
+       "79826   N946DL    1619    LGA  MSP     146.0      1020  19.0     7.0  \n",
+       "79828   N707EV    5383    LGA  ROC      45.0       254  19.0     8.0  \n",
+       "79864   N137EV    5073    EWR  DTW      82.0       488  19.0    42.0  \n",
+       "79870   N13124    3849    EWR  CVG      99.0       569  19.0    48.0  \n",
+       "79874   N748EV    5451    LGA  PIT      61.0       335  19.0    51.0  \n",
+       "79902   N926XJ    2928    JFK  ORD     116.0       740  20.0    29.0  \n",
+       "79908   N3ASAA     359    LGA  ORD     130.0       733  20.0    33.0  \n",
+       "79917   N630JB     543    EWR  PBI     161.0      1023  20.0    45.0  \n",
+       "79931   N468AA    1691    EWR  DFW     211.0      1372  21.0     4.0  \n",
+       "79932   N961DL    2231    LGA  DTW      82.0       502  21.0     7.0  \n",
+       "79934   N930AT    1020    LGA  ATL     122.0       762  21.0     9.0  \n",
+       "79940   N818MQ    3603    LGA  DTW      82.0       502  21.0    15.0  \n",
+       "79942   N615QX    5268    LGA  CLT     106.0       544  21.0    19.0  \n",
+       "79943   N480UA     475    EWR  IAH     209.0      1400  21.0    19.0  \n",
+       "79956   N208WN    3494    EWR  MDW     112.0       711  21.0    35.0  \n",
+       "79964   N38424    1651    EWR  SFO     333.0      2565  21.0    49.0  \n",
+       "79965   N837UA     455    EWR  DFW     194.0      1372  21.0    50.0  \n",
+       "79970   N755SA    3423    LGA  MDW     118.0       725  22.0    11.0  \n",
+       "79979   N342AA    2351    JFK  MIA     180.0      1089  22.0    37.0  \n",
+       "79983   N820MQ    3257    LGA  RDU      74.0       431  22.0    48.0  \n",
+       "79984   N648JB    1901    JFK  FLL     164.0      1069  23.0    14.0  \n",
+       "79986   N13995    4224    EWR  MKE     114.0       725  23.0    16.0  \n",
+       "79987   N587JB     527    EWR  MCO     140.0       937  23.0    18.0  \n",
+       "79988   N730EV    5311    LGA  BGR      56.0       378  23.0    46.0  \n",
+       "79995   N833AS    5769    LGA  IAD      41.0       229   0.0    28.0  \n",
+       "80216   N3LBAA      29    LGA  PBI     185.0      1035   8.0    58.0  \n",
+       "80272   N3734B    1743    JFK  ATL     119.0       760  10.0     0.0  \n",
+       "80325   N420UA     323    EWR  BOS      40.0       200  11.0     9.0  \n",
+       "80333   N16147    6054    EWR  IAD      53.0       212  11.0    21.0  \n",
+       "80344   N339AA       1    JFK  LAX     329.0      2475  11.0    41.0  \n",
+       "80371   N176DN    2190    JFK  MIA     182.0      1089  12.0    10.0  \n",
+       "80391   N525MQ    3230    JFK  DCA      60.0       213  12.0    34.0  \n",
+       "80402   N910FJ    2885    LGA  CLT     110.0       544  12.0    51.0  \n",
+       "80425   N977AT    1442    EWR  ATL     115.0       746  13.0    12.0  \n",
+       "80440   N3DFAA     388    LGA  MIA     178.0      1096  13.0    21.0  \n",
+       "80454   N502UA     443    JFK  LAX     329.0      2475  13.0    42.0  \n",
+       "80472   N748EV    5378    LGA  PIT      63.0       335  14.0     1.0  \n",
+       "80488   N8501F    4065    LGA  SDF     105.0       659  14.0    26.0  \n",
+       "80490   N740EV    5437    LGA  CMH      77.0       479  14.0    28.0  \n",
+       "80495   N13550    4118    EWR  DTW      86.0       488  14.0    33.0  \n",
+       "80498   N451UA     294    EWR  MIA     182.0      1085  14.0    38.0  \n",
+       "80512   N286WN    3063    EWR  PHX     300.0      2133  14.0    51.0  \n",
+       "80528   N930XJ    2906    JFK  BUF      56.0       301  15.0     3.0  \n",
+       "80549   N14953    4587    EWR  RDU      83.0       416  15.0    20.0  \n",
+       "80551   N989AT     673    EWR  ATL     115.0       746  15.0    21.0  \n",
+       "80574   N11106    4181    EWR  MCI     159.0      1092  15.0    47.0  \n",
+       "80580   N820AS    5713    LGA  IAD      59.0       229  15.0    53.0  \n",
+       "80599   N744EV    5199    LGA  CHS     122.0       641  16.0    13.0  \n",
+       "80600   N612JB    1171    LGA  FLL     184.0      1076  16.0    13.0  \n",
+       "80601   N16961    4502    EWR  BNA     128.0       748  16.0    16.0  \n",
+       "80604   N3LBAA    2297    LGA  MIA     188.0      1096  16.0    17.0  \n",
+       "80609   N420UA     761    EWR  TPA     156.0       997  16.0    24.0  \n",
+       "80610   N8828D    2936    JFK  IAD      55.0       228  16.0    24.0  \n",
+       "80621   N525MQ    3425    JFK  DCA      60.0       213  16.0    31.0  \n",
+       "80625   N14959    5801    EWR  BUF      52.0       282  16.0    35.0  \n",
+       "80630   N358JB    1729    JFK  RSW     168.0      1074  16.0    42.0  \n",
+       "80637   N16546    4141    EWR  ATL     129.0       746  16.0    45.0  \n",
+       "80641   N852UA     381    LGA  CLE      66.0       419  16.0    50.0  \n",
+       "80655   N23707    1051    LGA  ORD     104.0       733  17.0     3.0  \n",
+       "80664   N245WN    3675    EWR  MDW     106.0       711  17.0    12.0  \n",
+       "80668   N907DE    2231    LGA  DTW      76.0       502  17.0    16.0  \n",
+       "80677   N853UA     348    EWR  CLE      64.0       404  17.0    24.0  \n",
+       "80706   N712EV    5293    LGA  ORF      61.0       296  17.0    45.0  \n",
+       "80714   N16999    4705    EWR  ATL     114.0       746  17.0    54.0  \n",
+       "80728   N5CGAA     172    EWR  MIA     169.0      1085  18.0     1.0  \n",
+       "80736   N11535    4409    EWR  ROC      47.0       246  18.0    10.0  \n",
+       "80740   N8745B    3932    EWR  CVG      93.0       569  18.0    14.0  \n",
+       "80744   N736SA    3596    LGA  BNA     115.0       764  18.0    25.0  \n",
+       "80752   N14237    1714    LGA  IAH     196.0      1416  18.0    29.0  \n",
+       "80754   N633VA     169    EWR  LAX     332.0      2454  18.0    34.0  \n",
+       "80759   N243WN    3021    EWR  STL     126.0       872  18.0    38.0  \n",
+       "80762   N823UA     689    LGA  ORD     109.0       733  18.0    42.0  \n",
+       "80763   N231JB    1407    JFK  IAD      51.0       228  18.0    42.0  \n",
+       "80766   N13992    4202    EWR  STL     132.0       872  18.0    44.0  \n",
+       "80769   N951UW    1775    LGA  PHL      35.0        96  18.0    48.0  \n",
+       "80790   N937AT    1101    LGA  ATL     112.0       762  19.0     1.0  \n",
+       "80798   N652JB     299    LGA  MCO     155.0       950  19.0     4.0  \n",
+       "80804   N41140    1455    EWR  LAX     314.0      2454  19.0    14.0  \n",
+       "80805   N16147    4131    EWR  RIC      56.0       277  19.0    17.0  \n",
+       "80811   N901DE    2042    EWR  ATL     109.0       746  19.0    20.0  \n",
+       "80814   N977AT     926    EWR  ATL     112.0       746  19.0    22.0  \n",
+       "80817   N461UA     691    LGA  ORD     110.0       733  19.0    25.0  \n",
+       "80824   N412WN     195    LGA  STL     133.0       888  19.0    29.0  \n",
+       "80830   N441UA     237    EWR  DEN     219.0      1605  19.0    36.0  \n",
+       "80832   N169UW    1751    EWR  CLT      93.0       529  19.0    40.0  \n",
+       "80833   N833AS    5712    JFK  IAD      48.0       228  19.0    41.0  \n",
+       "80835   N604LR    2915    JFK  DFW     194.0      1391  19.0    42.0  \n",
+       "80837   N419AS       5    EWR  SEA     312.0      2402  19.0    45.0  \n",
+       "80838   N3HHAA     359    LGA  ORD     126.0       733  19.0    46.0  \n",
+       "80839   N294PQ    2934    JFK  MCI     162.0      1113  19.0    47.0  \n",
+       "80842   N543MQ    3674    LGA  CLE      64.0       419  19.0    52.0  \n",
+       "80852   N629VA      29    JFK  SFO     352.0      2586  19.0    58.0  \n",
+       "80854   N901XJ    2928    JFK  ORD     113.0       740  20.0     1.0  \n",
+       "80862   N187JB    2580    EWR  BOS      38.0       200  20.0    11.0  \n",
+       "80868   N905DL    2391    JFK  TPA     146.0      1005  20.0    20.0  \n",
+       "80874   N471UA     693    LGA  ORD     107.0       733  20.0    24.0  \n",
+       "80883   N24702    1128    LGA  IAH     201.0      1416  20.0    40.0  \n",
+       "80884   N14953    5901    EWR  ALB      31.0       143  20.0    41.0  \n",
+       "80888   N968AT    1020    LGA  ATL     107.0       762  20.0    45.0  \n",
+       "80891   N26545    4361    EWR  TYS      99.0       631  20.0    49.0  \n",
+       "80893   N759EV    5287    LGA  MSN     113.0       812  20.0    50.0  \n",
+       "80895   N8914A    2951    JFK  PHL      32.0        94  20.0    51.0  \n",
+       "80900   N937XJ    2911    JFK  CVG      96.0       589  20.0    55.0  \n",
+       "80902   N690DL    1768    JFK  SLC     273.0      1990  20.0    56.0  \n",
+       "80907   N590JB     225    JFK  TPA     148.0      1005  21.0     0.0  \n",
+       "80909   N8665A    2950    JFK  BWI      39.0       184  21.0     2.0  \n",
+       "80910   N849MQ    3374    JFK  RDU      81.0       427  21.0     4.0  \n",
+       "80912   N11544    4312    EWR  DCA      46.0       199  21.0     6.0  \n",
+       "80917   N3DNAA    2437    LGA  MIA     164.0      1096  21.0    14.0  \n",
+       "80918   N525MQ    3535    JFK  CMH      75.0       483  21.0    17.0  \n",
+       "80924   N632JB    1271    LGA  FLL     164.0      1076  21.0    23.0  \n",
+       "80944   N375JB     775    JFK  MSY     168.0      1182  22.0     2.0  \n",
+       "80947   N951AT    1182    LGA  CAK      67.0       397  22.0     9.0  \n",
+       "80948   N744EV    5048    LGA  RIC      54.0       292  22.0    14.0  \n",
+       "80952   N738EV    4885    LGA  ILM      78.0       500  22.0    22.0  \n",
+       "80953   N11565    4119    EWR  RIC      63.0       277  22.0    24.0  \n",
+       "80957   N87513    1498    LGA  ORD     108.0       733  22.0    35.0  \n",
+       "80958   N316JB     105    JFK  ORD     114.0       740  22.0    36.0  \n",
+       "80960   N13913    4195    EWR  BNA     117.0       748  22.0    43.0  \n",
+       "80961   N231JB     702    JFK  BUF      59.0       301  22.0    46.0  \n",
+       "80962   N571JB    1371    LGA  FLL     162.0      1076  22.0    46.0  \n",
+       "80967   N75433    1450    EWR  SFO     332.0      2565  23.0    10.0  \n",
+       "81130   N617AA    1205    EWR  MIA     145.0      1085   7.0    48.0  \n",
+       "81146   N13969    3808    EWR  PIT      62.0       319   8.0     0.0  \n",
+       "81219   N13566    3815    EWR  ROC      46.0       246   8.0    58.0  \n",
+       "81239   N17196    4297    EWR  DTW      93.0       488   9.0    14.0  \n",
+       "81245   N919DL     807    EWR  ATL     108.0       746   9.0    27.0  \n",
+       "81263   N723EV    5242    LGA  GSO      73.0       461   9.0    48.0  \n",
+       "81264   N38268    1025    LGA  IAH     197.0      1416   9.0    48.0  \n",
+       "81280   N8884E    3579    LGA  IAD      52.0       229  10.0     0.0  \n",
+       "81287   N292JB     208    JFK  PWM      50.0       273  10.0    12.0  \n",
+       "81310   N945DL    1271    JFK  FLL     153.0      1069  10.0    43.0  \n",
+       "81315   N531JB       3    JFK  SJU     224.0      1598  10.0    48.0  \n",
+       "81326   N634VA     251    JFK  LAS     315.0      2248  11.0     2.0  \n",
+       "81344   N673UA     559    EWR  IAH     199.0      1400  11.0    38.0  \n",
+       "81388   N914WN     217    LGA  MDW     111.0       725  12.0    50.0  \n",
+       "81397   N14188    4567    EWR  MCI     168.0      1092  12.0    56.0  \n",
+       "81400   N768JB     323    JFK  LAX     344.0      2475  12.0    58.0  \n",
+       "81405   N849MQ    3386    JFK  DCA      44.0       213  13.0     1.0  \n",
+       "81440   N439UA     591    EWR  LAS     315.0      2227  14.0     2.0  \n",
+       "81448   N327AA       3    JFK  LAX     331.0      2475  14.0    20.0  \n",
+       "81450   N593JB     383    JFK  MCO     136.0       944  14.0    25.0  \n",
+       "81480   N398CA    5322    LGA  RIC      54.0       292  15.0    10.0  \n",
+       "81492   N850UA     485    EWR  DEN     231.0      1605  15.0    29.0  \n",
+       "81510   N520MQ    3199    LGA  CLT      86.0       544  15.0    53.0  \n",
+       "81519   N794SW     954    LGA  STL     136.0       888  16.0     3.0  \n",
+       "81527   N723EV    5207    LGA  CLT      85.0       544  16.0    27.0  \n",
+       "81535   N14920    3806    EWR  ROC      49.0       246  16.0    46.0  \n",
+       "81550   N698MQ    3202    JFK  IND     110.0       665  17.0    11.0  \n",
+       "81554   N846MQ    2963    JFK  CVG      99.0       589  17.0    17.0  \n",
+       "81587   N625JB     359    JFK  BUR     354.0      2465  18.0    34.0  \n",
+       "81621   N179JB    1185    JFK  RDU      77.0       427  19.0    42.0  \n",
+       "81633   N8884E    2937    JFK  IAD      51.0       228  21.0    22.0  \n",
+       "81744   N641JB    1099    LGA  MCO     134.0       950   8.0    57.0  \n",
+       "82016   N3FNAA    1256    LGA  MIA     152.0      1096  15.0    18.0  \n",
+       "82066   N536UA     394    EWR  SFO     338.0      2565  16.0    12.0  \n",
+       "82160   N470WN    3032    EWR  HOU     201.0      1411  18.0     0.0  \n",
+       "82183   N983DL     221    LGA  ATL     105.0       762  18.0    38.0  \n",
+       "82279   N637VA     415    JFK  LAX     349.0      2475  21.0    30.0  \n",
+       "82291   N10156    5680    EWR  OKC     198.0      1325  21.0    52.0  \n",
+       "82296   N477WN    1049    EWR  MSY     160.0      1167  22.0    31.0  \n",
+       "82300   N8488D    2950    JFK  BWI      33.0       184  23.0     7.0  \n",
+       "82384   N829AS    5747    LGA  IAD      47.0       229   7.0    14.0  \n",
+       "82468   N33182    4155    EWR  GRR      93.0       605   8.0    31.0  \n",
+       "82581   N319NB     917    LGA  DEN     216.0      1620  10.0    52.0  \n",
+       "82617   N193JB     116    JFK  SYR      42.0       209  11.0    54.0  \n",
+       "82653   N593JB     411    JFK  LAS     302.0      2248  12.0    44.0  \n",
+       "82679   N741EV    5373    LGA  GSO      74.0       461  13.0     2.0  \n",
+       "82681   N751EV    5333    LGA  CHS      90.0       641  13.0     4.0  \n",
+       "82704   N615JB      53    JFK  PBI     132.0      1028  13.0    40.0  \n",
+       "82748   N661JB    1401    JFK  FLL     145.0      1069  14.0    46.0  \n",
+       "82768   N238JB     553    JFK  PBI     135.0      1028  14.0    54.0  \n",
+       "82802   N13975    4641    EWR  BOS      37.0       200  15.0    26.0  \n",
+       "82820   N612QX    5391    LGA  MSN     117.0       812  15.0    45.0  \n",
+       "82832   N13978    3810    LGA  IAD      46.0       229  15.0    50.0  \n",
+       "82962   N648AW     516    EWR  PHX     298.0      2133  18.0     1.0  \n",
+       "83011   N926XJ    2910    JFK  CVG      93.0       589  18.0    56.0  \n",
+       "83018   N13975    4382    EWR  DTW      80.0       488  19.0     4.0  \n",
+       "83067   N293PQ    2928    JFK  ORD     118.0       740  19.0    59.0  \n",
+       "83095   N615JB     803    JFK  SJU     195.0      1598  20.0    40.0  \n",
+       "83106   N279PQ    2923    JFK  MSP     145.0      1029  20.0    45.0  \n",
+       "83125   N794JB     153    JFK  PBI     132.0      1028  21.0    19.0  \n",
+       "83138   N11107    4333    EWR  TUL     184.0      1215  21.0    42.0  \n",
+       "83149   N413UA     250    EWR  SEA     331.0      2402  22.0    35.0  \n",
+       "83242   N342NW    1091    JFK  SAT     211.0      1587   6.0    57.0  \n",
+       "83350   N830UA     265    EWR  MSY     161.0      1167   8.0    37.0  \n",
+       "83368   N36247    1120    EWR  SFO     337.0      2565   8.0    52.0  \n",
+       "83411   N19966    4537    EWR  MEM     143.0       946   9.0    30.0  \n",
+       "83421   N554JB     163    JFK  SRQ     148.0      1041   9.0    40.0  \n",
+       "83423   N7730A    3791    EWR  STL     128.0       872   9.0    41.0  \n",
+       "83445   N13118    4087    EWR  IND     108.0       645  10.0     7.0  \n",
+       "83515   N926XJ    2906    JFK  BUF      60.0       301  11.0    42.0  \n",
+       "83571   N914DL    2219    LGA  MSP     144.0      1020  12.0    53.0  \n",
+       "83590   N918XJ    3305    LGA  MKE     110.0       738  13.0     6.0  \n",
+       "83597   N587UA     703    JFK  LAX     326.0      2475  13.0    14.0  \n",
+       "83604   N928DL    1685    LGA  MCO     139.0       950  13.0    21.0  \n",
+       "83606   N584JB    1129    JFK  RSW     148.0      1074  13.0    24.0  \n",
+       "83624   N12563    4640    EWR  DAY      84.0       533  13.0    50.0  \n",
+       "83637   N14998    3810    EWR  BUF      52.0       282  14.0     3.0  \n",
+       "83660   N8674A    3795    EWR  CVG      92.0       569  14.0    33.0  \n",
+       "83676   N12900    4687    EWR  CVG      99.0       569  14.0    51.0  \n",
+       "83681   N13138    1054    EWR  LAX     302.0      2454  14.0    52.0  \n",
+       "83705   N615QX    5309    LGA  BGR      57.0       378  15.0     4.0  \n",
+       "83751   N592JB    1639    LGA  RSW     155.0      1080  15.0    53.0  \n",
+       "83780   N8783E    2936    JFK  IAD      71.0       228  16.0    13.0  \n",
+       "83797   N847MQ    3391    LGA  CMH      78.0       479  16.0    29.0  \n",
+       "83807   N545UA     343    LGA  DEN     224.0      1620  16.0    43.0  \n",
+       "83896   N335AA     181    JFK  LAX     345.0      2475  18.0     3.0  \n",
+       "83913   N14950    4564    EWR  ROC      47.0       246  18.0    18.0  \n",
+       "83930   N3FVAA     256    JFK  BOS      38.0       187  18.0    30.0  \n",
+       "83935   N12563    4300    EWR  RIC      47.0       277  18.0    37.0  \n",
+       "83937   N523UA     493    EWR  IAH     217.0      1400  18.0    39.0  \n",
+       "83985   N156DL     442    JFK  SEA     325.0      2422  19.0    22.0  \n",
+       "84002   N615QX    5455    LGA  SYR      39.0       198  19.0    36.0  \n",
+       "84006   N39415    1064    EWR  SFO     338.0      2565  19.0    41.0  \n",
+       "84033   N3JMAA     235    JFK  SEA     343.0      2422  20.0    11.0  \n",
+       "84034   N14916    5948    EWR  ALB      30.0       143  20.0    11.0  \n",
+       "84042   N6704Z    1164    JFK  BOS      35.0       187  20.0    17.0  \n",
+       "84068   N744EV    5287    LGA  MSN     115.0       812  20.0    50.0  \n",
+       "84074   N18557    4312    EWR  DCA      39.0       199  20.0    53.0  \n",
+       "84096   N847MQ    3603    LGA  DTW      82.0       502  21.0    22.0  \n",
+       "84129   N14117    6073    EWR  OKC       NaN      1325  22.0    33.0  \n",
+       "84131   N638JB    1371    LGA  FLL     144.0      1076  22.0    40.0  \n",
+       "84135   N18114    4212    EWR  MSY     174.0      1167  22.0    51.0  \n",
+       "84139   N615QX    5038    LGA  BHM     122.0       866  23.0     1.0  \n",
+       "84148   N316JB    1816    JFK  SYR      35.0       209   0.0    12.0  \n",
+       "84277   N14953    4533    EWR  BUF      50.0       282   7.0    40.0  \n",
+       "84321   N14998    3842    EWR  GRR      92.0       605   8.0    10.0  \n",
+       "84362   N14905    4471    EWR  CLT      86.0       529   8.0    41.0  \n",
+       "84373   N636JB     905    JFK  ORD     112.0       740   8.0    53.0  \n",
+       "84446   N935XJ    2932    JFK  RDU      69.0       427  10.0     3.0  \n",
+       "84457   N317JB     229    JFK  RSW     151.0      1074  10.0    14.0  \n",
+       "84461   N18114    5813    EWR  RIC      52.0       277  10.0    19.0  \n",
+       "84478   N600QX    5443    LGA  CLT      83.0       544  10.0    38.0  \n",
+       "84485   N716EV    4880    LGA  MEM     138.0       963  10.0    47.0  \n",
+       "84521   N935AT     807    EWR  ATL     110.0       746  11.0    39.0  \n",
+       "84535   N535JB     971    LGA  FLL     164.0      1076  11.0    54.0  \n",
+       "84536   N39418    1043    EWR  PHX     304.0      2133  11.0    54.0  \n",
+       "84572   N713EV    5373    LGA  GSO      70.0       461  12.0    35.0  \n",
+       "84580   N13914    4495    EWR  SAV     111.0       708  12.0    49.0  \n",
+       "84616   N16961    3827    EWR  ORF      52.0       284  13.0    20.0  \n",
+       "84634   N11548    4633    EWR  BTV      47.0       266  13.0    46.0  \n",
+       "84650   N18114    4682    EWR  PIT      53.0       319  14.0     6.0  \n",
+       "84707   N523MQ    3340    LGA  DTW      77.0       502  14.0    59.0  \n",
+       "84737   N17560    4100    EWR  MEM     144.0       946  15.0    25.0  \n",
+       "84751   N12921    4434    EWR  MHT      37.0       209  15.0    38.0  \n",
+       "84759   N34110    4181    EWR  MCI     162.0      1092  15.0    48.0  \n",
+       "84776   N14558    4171    EWR  MSN     118.0       799  16.0     3.0  \n",
+       "84783   N371CA    5199    LGA  CHS      98.0       641  16.0     9.0  \n",
+       "84799   N14116    4532    EWR  CHS      95.0       628  16.0    23.0  \n",
+       "84809   N342NW    1164    JFK  BOS      38.0       187  16.0    31.0  \n",
+       "84822   N173US     721    EWR  CLT      82.0       529  16.0    43.0  \n",
+       "84823   N12114    1641    EWR  MCO     129.0       937  16.0    44.0  \n",
+       "84827   N13988    4326    EWR  CLT      92.0       529  16.0    51.0  \n",
+       "84828   N12924    4572    EWR  GSP      87.0       594  16.0    51.0  \n",
+       "84843   N279PQ    2900    JFK  BNA     107.0       765  16.0    58.0  \n",
+       "84884   N11548    4502    EWR  BNA     129.0       748  17.0    34.0  \n",
+       "84918   N17146    4240    EWR  IAD      42.0       212  18.0     3.0  \n",
+       "84927   N13118    4201    EWR  DAY      92.0       533  18.0    12.0  \n",
+       "84941   N709EV    5391    LGA  MSN     114.0       812  18.0    23.0  \n",
+       "84942   N75861    1510    EWR  IAH     186.0      1400  18.0    23.0  \n",
+       "84961   N11109    4328    EWR  MSY     164.0      1167  18.0    37.0  \n",
+       "84964   N827AS    5712    JFK  IAD      47.0       228  18.0    42.0  \n",
+       "84986   N708EV    5298    LGA  OMA     163.0      1148  19.0     0.0  \n",
+       "84988   N341NB    1499    LGA  ATL     108.0       762  19.0     1.0  \n",
+       "84991   N16981    3849    EWR  CVG      95.0       569  19.0     3.0  \n",
+       "84995   N31131    4382    EWR  DTW      92.0       488  19.0     6.0  \n",
+       "85001   N454UA     691    LGA  ORD     121.0       733  19.0    15.0  \n",
+       "85024   N592AA     345    LGA  ORD     116.0       733  19.0    37.0  \n",
+       "85028   N535JB     201    JFK  FLL     144.0      1069  19.0    40.0  \n",
+       "85053   N523MQ    3674    LGA  CLE      65.0       419  20.0     1.0  \n",
+       "85057   N857MQ    3365    JFK  DCA      42.0       213  20.0    12.0  \n",
+       "85058   N319AA      21    JFK  LAX     343.0      2475  20.0    13.0  \n",
+       "85077   N342NW    1091    JFK  SAT     218.0      1587  20.0    38.0  \n",
+       "85078   N600QX    5383    LGA  ROC      42.0       254  20.0    39.0  \n",
+       "85103   N650DL    1768    JFK  SLC     286.0      1990  21.0     5.0  \n",
+       "85105   N921XJ    2911    JFK  CVG      93.0       589  21.0     6.0  \n",
+       "85106   N297PQ    2931    JFK  PIT      60.0       340  21.0     6.0  \n",
+       "85118   N828AS    5714    JFK  IAD      48.0       228  21.0    36.0  \n",
+       "85125   N4YFAA     371    LGA  ORD     114.0       733  21.0    45.0  \n",
+       "85127   N12924    4106    EWR  GSO      65.0       445  21.0    45.0  \n",
+       "85132   N17560    4368    EWR  DAY      89.0       533  21.0    52.0  \n",
+       "85135   N738EV    5287    LGA  MSN     112.0       812  22.0     3.0  \n",
+       "85137   N345NB    1715    LGA  MSY     165.0      1183  22.0    22.0  \n",
+       "85144   N246LV    3423    LGA  MDW     106.0       725  23.0    20.0  \n",
+       "85148   N709EV    4885    LGA  ILM      72.0       500  23.0    58.0  \n",
+       "85407   N535JB     583    JFK  MCO     131.0       944   9.0    20.0  \n",
+       "85426   N639JB     795    JFK  AUS     212.0      1521   9.0    50.0  \n",
+       "85492   N138EV    5182    EWR  DTW      91.0       488  10.0    55.0  \n",
+       "85531   N11109    6074    EWR  OMA     169.0      1134  11.0    53.0  \n",
+       "85568   N744EV    5309    LGA  BGR      55.0       378  12.0    28.0  \n",
+       "85598   N546MQ    3404    LGA  RDU      68.0       431  13.0    11.0  \n",
+       "85626   N766JB     383    JFK  MCO     131.0       944  13.0    51.0  \n",
+       "85631   N338NB    1875    LGA  TPA     138.0      1010  13.0    53.0  \n",
+       "85639   N14920    4633    EWR  BTV      48.0       266  13.0    58.0  \n",
+       "85653   N437UA     405    LGA  DEN     250.0      1620  14.0    24.0  \n",
+       "85655   N719EV    5189    LGA  CMH      72.0       479  14.0    27.0  \n",
+       "85678   N758EV    5259    LGA  MSN     120.0       812  14.0    48.0  \n",
+       "85705   N328AA     117    JFK  LAX     349.0      2475  15.0     0.0  \n",
+       "85730   N179JB     118    JFK  BOS      39.0       187  15.0    21.0  \n",
+       "85785   N830AS    5712    JFK  IAD      46.0       228  16.0    15.0  \n",
+       "85803   N15983    4381    EWR  DTW      89.0       488  16.0    29.0  \n",
+       "85807   N596UA     257    JFK  SFO     369.0      2586  16.0    34.0  \n",
+       "85844   N192JB    1729    JFK  RSW     153.0      1074  17.0     1.0  \n",
+       "85859   N495WN     421    EWR  MDW     119.0       711  17.0    15.0  \n",
+       "85898   N921XJ    4276    LGA  RIC      55.0       292  17.0    52.0  \n",
+       "85945   N924AT     400    LGA  ATL     119.0       762  18.0    40.0  \n",
+       "85948   N11109    4240    EWR  IAD      41.0       212  18.0    48.0  \n",
+       "85995   N7811F    1710    EWR  MDW     121.0       711  19.0    26.0  \n",
+       "85999   N820MQ    3044    JFK  BWI      36.0       184  19.0    28.0  \n",
+       "86009   N925XJ    4218    LGA  PIT      57.0       335  19.0    37.0  \n",
+       "86016   N353JB    1119    JFK  CLT      84.0       541  19.0    48.0  \n",
+       "86024   N13979    4382    EWR  DTW      80.0       488  19.0    54.0  \n",
+       "86026   N505UA     389    JFK  SFO     373.0      2586  19.0    55.0  \n",
+       "86043   N632JB      71    JFK  SLC     311.0      1990  20.0    23.0  \n",
+       "86054   N37420    1416    EWR  FLL     144.0      1065  20.0    38.0  \n",
+       "86059   N927XJ    2911    JFK  CVG      92.0       589  20.0    48.0  \n",
+       "86081   N651JB     803    JFK  SJU     191.0      1598  21.0    17.0  \n",
+       "86086   N279PQ    3445    LGA  DSM     162.0      1031  21.0    21.0  \n",
+       "86089   N12167    4348    EWR  MSP     163.0      1008  21.0    24.0  \n",
+       "86092   N16147    4361    EWR  TYS      96.0       631  21.0    32.0  \n",
+       "86093   N218WN     152    LGA  MKE     115.0       738  21.0    33.0  \n",
+       "86102   N955WN    3494    EWR  MDW     113.0       711  21.0    52.0  \n",
+       "86111   N522UA     371    EWR  FLL     144.0      1065  22.0    28.0  \n",
+       "86115   N14158    4536    EWR  CVG     100.0       569  22.0    50.0  \n",
+       "86117   N964AT    1346    LGA  ATL     114.0       762  23.0     0.0  \n",
+       "86220   N11191    4393    EWR  IND     104.0       645   7.0    15.0  \n",
+       "86286   N10575    4155    EWR  GRR     110.0       605   8.0     7.0  \n",
+       "86316   N14158    4522    EWR  BNA     116.0       748   8.0    30.0  \n",
+       "86378   N621AA    2493    JFK  MCO     128.0       944   9.0    31.0  \n",
+       "86460   N21129    5675    EWR  MSP     167.0      1008  11.0     9.0  \n",
+       "86461   N466AA    1223    EWR  DFW     205.0      1372  11.0    13.0  \n",
+       "86500   N23139    4419    EWR  XNA     183.0      1131  12.0    10.0  \n",
+       "86518   N791SW    2166    EWR  AUS     232.0      1504  12.0    35.0  \n",
+       "86520   N813UA     274    EWR  LAX     361.0      2454  12.0    39.0  \n",
+       "86537   N933XJ    3312    EWR  MSP     172.0      1008  12.0    58.0  \n",
+       "86574   N336NB     507    LGA  FLL     151.0      1076  13.0    42.0  \n",
+       "86580   N474UA     551    EWR  BOS      37.0       200  13.0    47.0  \n",
+       "86601   N27200    4567    EWR  MCI     159.0      1092  14.0     7.0  \n",
+       "86703   N986DL    1819    LGA  MSP     158.0      1020  15.0    47.0  \n",
+       "86746   N818UA     333    EWR  ORD     132.0       719  16.0    30.0  \n",
+       "86749   N587JB      83    JFK  MCO     123.0       944  16.0    32.0  \n",
+       "86767   N12126    4502    EWR  BNA     108.0       748  16.0    48.0  \n",
+       "86768   N386AA      85    JFK  SFO     363.0      2586  16.0    49.0  \n",
+       "86781   N481WN    2806    LGA  HOU     219.0      1428  16.0    59.0  \n",
+       "86802   N902XJ    2922    JFK  MSP     167.0      1029  17.0    10.0  \n",
+       "86810   N458WN     332    EWR  DEN     261.0      1605  17.0    18.0  \n",
+       "86826   N17115    4667    EWR  MSP     170.0      1008  17.0    34.0  \n",
+       "86839   N296PQ    3357    LGA  BNA     113.0       764  17.0    49.0  \n",
+       "86844   N8620H    1104    LGA  MDW     115.0       725  17.0    55.0  \n",
+       "86855   N956WN     356    LGA  DEN     256.0      1620  18.0     2.0  \n",
+       "86901   N207FR     507    LGA  DEN     255.0      1620  18.0    44.0  \n",
+       "86938   N801UA     708    EWR  ORD     119.0       719  19.0    18.0  \n",
+       "86959   N446UA     524    EWR  PHX     319.0      2133  19.0    33.0  \n",
+       "86967   N965WN    1710    EWR  MDW     115.0       711  19.0    43.0  \n",
+       "86969   N75858    1178    EWR  IAH     193.0      1400  19.0    44.0  \n",
+       "86971   N358NB    2013    JFK  MSP     161.0      1029  19.0    48.0  \n",
+       "86985   N5FKAA      95    JFK  SJU     178.0      1598  20.0     5.0  \n",
+       "87004   N16963    4511    EWR  CLT      84.0       529  20.0    27.0  \n",
+       "87050   N27200    4321    EWR  MCI     171.0      1092  21.0    45.0  \n",
+       "87064   N26549    4119    EWR  RIC      59.0       277  22.0    24.0  \n",
+       "87065   N16961    4700    EWR  CLT      78.0       529  22.0    29.0  \n",
+       "87069   N791SW    3494    EWR  MDW     116.0       711  22.0    45.0  \n",
+       "87083   N602LR    3525    LGA  SYR      38.0       198   0.0    16.0  \n",
+       "87084   N920XJ    2914    JFK  DCA      51.0       213   0.0    27.0  \n",
+       "87085   N323JB     486    JFK  ROC      60.0       264   0.0    31.0  \n",
+       "87086   N11121    4370    EWR  CHS      94.0       628   0.0    32.0  \n",
+       "87088   N14171    4106    EWR  GSO      80.0       445   0.0    50.0  \n",
+       "87090   N556JB    1371    LGA  FLL     148.0      1076   1.0    55.0  \n",
+       "87238   N5DMAA     172    EWR  MIA     149.0      1085   7.0    56.0  \n",
+       "87325   N5EWAA     936    JFK  STT     188.0      1623   9.0    13.0  \n",
+       "87344   N672UA     652    EWR  IAH     195.0      1400   9.0    54.0  \n",
+       "87366   N929XJ    2932    JFK  RDU      71.0       427  11.0     1.0  \n",
+       "87370   N621JB     189    JFK  SAN     362.0      2446  11.0    24.0  \n",
+       "87372   N924XJ    2901    JFK  BOS      41.0       187  11.0    26.0  \n",
+       "87373   N923XJ    2926    JFK  ORD     126.0       740  11.0    28.0  \n",
+       "87375   N930DL    1847    LGA  ATL     111.0       762  11.0    32.0  \n",
+       "87377   N9EAMQ    3644    LGA  ATL     115.0       762  11.0    42.0  \n",
+       "87390   N14974    4633    EWR  BTV      47.0       266  12.0    38.0  \n",
+       "87392   N930XJ    2916    JFK  DTW      96.0       509  12.0    43.0  \n",
+       "87402   N323JB     116    JFK  SYR      48.0       209  13.0     5.0  \n",
+       "87407   N358JB     316    JFK  SYR      46.0       209  13.0    10.0  \n",
+       "87408   N829UA     565    EWR  DEN     257.0      1605  13.0    11.0  \n",
+       "87412   N15572    4679    EWR  JAX     118.0       820  13.0    17.0  \n",
+       "87415   N12569    5814    EWR  MKE     125.0       725  13.0    23.0  \n",
+       "87422   N738CB     332    EWR  DEN     274.0      1605  13.0    30.0  \n",
+       "87423   N556UW    2083    EWR  CLT      83.0       529  13.0    35.0  \n",
+       "87428   N27200    4255    EWR  CHS      94.0       628  13.0    43.0  \n",
+       "87430   N671DN    1647    LGA  ATL     109.0       762  13.0    44.0  \n",
+       "87431   N832UA     252    EWR  BOS      44.0       200  13.0    49.0  \n",
+       "87434   N649JB     483    JFK  MCO     129.0       944  13.0    54.0  \n",
+       "87435   N854UA     497    EWR  SFO     386.0      2565  13.0    55.0  \n",
+       "87437   N979AT    1442    EWR  ATL     109.0       746  13.0    59.0  \n",
+       "87438   N426UA     258    EWR  MIA     139.0      1085  14.0     1.0  \n",
+       "87441   N327NW    2319    LGA  MSP     166.0      1020  14.0     4.0  \n",
+       "87443   N265JB    2380    EWR  BOS      47.0       200  14.0     5.0  \n",
+       "87448   N407UA     249    EWR  TPA     132.0       997  14.0     7.0  \n",
+       "87452   N320NB    2098    LGA  MIA     153.0      1096  14.0    13.0  \n",
+       "87453   N925AT     275    LGA  ATL     112.0       762  14.0    14.0  \n",
+       "87455   N495UA     380    LGA  IAH     216.0      1416  14.0    16.0  \n",
+       "87460   N333NB    1869    LGA  DTW      85.0       502  14.0    23.0  \n",
+       "87464   N403WN     218    LGA  MKE     130.0       738  14.0    27.0  \n",
+       "87466   N3GSAA    1599    LGA  MIA     142.0      1096  14.0    30.0  \n",
+       "87470   N16918    4118    EWR  DTW      90.0       488  14.0    36.0  \n",
+       "87473   N11193    5901    EWR  ALB      36.0       143  14.0    37.0  \n",
+       "87477   N338NB    1785    LGA  PBI     144.0      1035  14.0    46.0  \n",
+       "87478   N747SA    1250    LGA  DEN     279.0      1620  14.0    46.0  \n",
+       "87480   N902DE    1779    LGA  FLL     157.0      1076  14.0    49.0  \n",
+       "87482   N3JPAA    1151    LGA  DFW     221.0      1389  14.0    50.0  \n",
+       "87484   N966AT     160    LGA  CAK      66.0       397  14.0    50.0  \n",
+       "87486   N712EV    5611    LGA  CHS      90.0       641  14.0    51.0  \n",
+       "87487   N12109    1734    EWR  ORD     126.0       719  14.0    51.0  \n",
+       "87488   N13997    3825    EWR  CMH      80.0       463  14.0    52.0  \n",
+       "87489   N928DN    2219    LGA  MSP     166.0      1020  14.0    53.0  \n",
+       "87491   N3BCAA    1139    LGA  DFW     216.0      1389  14.0    54.0  \n",
+       "87492   N311US    1685    LGA  MCO     129.0       950  14.0    54.0  \n",
+       "87496   N520UA     256    EWR  BOS      59.0       200  14.0    57.0  \n",
+       "87503   N8877A    4060    LGA  DAY      96.0       549  15.0     4.0  \n",
+       "87505   N744EV    4945    LGA  CLT      88.0       544  15.0     4.0  \n",
+       "87511   N11551    4662    EWR  RDU      68.0       416  15.0    13.0  \n",
+       "87513   N759EV    5309    LGA  BGR      56.0       378  15.0    14.0  \n",
+       "87519   N3AAAA    1143    LGA  DFW     219.0      1389  15.0    30.0  \n",
+       "87533   N820AS    5712    JFK  IAD      44.0       228  15.0    44.0  \n",
+       "87534   N27722    1280    LGA  IAH     212.0      1416  15.0    44.0  \n",
+       "87540   N426WN     876    LGA  MDW     121.0       725  15.0    48.0  \n",
+       "87542   N724EV    5207    LGA  CLT      92.0       544  15.0    49.0  \n",
+       "87545   N976DL    1947    LGA  ATL     114.0       762  15.0    53.0  \n",
+       "87546   N510MQ    3199    LGA  CLT      88.0       544  15.0    54.0  \n",
+       "87547   N839MQ    3359    JFK  RDU      87.0       427  15.0    57.0  \n",
+       "87553   N13958    4187    EWR  BNA     130.0       748  16.0     0.0  \n",
+       "87555   N558JB    1639    LGA  RSW     155.0      1080  16.0     5.0  \n",
+       "87556   N19554    5797    EWR  RIC      56.0       277  16.0     7.0  \n",
+       "87559   N646DL    2347    LGA  ATL     121.0       762  16.0    10.0  \n",
+       "87561   N520MQ    3340    LGA  DTW      82.0       502  16.0    13.0  \n",
+       "87562   N993DL    1231    LGA  DTW      91.0       502  16.0    14.0  \n",
+       "87563   N455UA     488    EWR  IAH     204.0      1400  16.0    14.0  \n",
+       "87564   N26549    5795    EWR  PIT      60.0       319  16.0    17.0  \n",
+       "87567   N857MQ    3388    LGA  CMH      86.0       479  16.0    20.0  \n",
+       "87574   N15555    5796    EWR  CLT      88.0       529  16.0    27.0  \n",
+       "87576   N77520    1268    LGA  DEN     260.0      1620  16.0    28.0  \n",
+       "87577   N946UW    2152    LGA  BOS      66.0       184  16.0    28.0  \n",
+       "87579   N505MQ    3611    EWR  ORD     126.0       719  16.0    31.0  \n",
+       "87581   N17169    4284    EWR  OMA     186.0      1134  16.0    32.0  \n",
+       "87583   N5FKAA     145    JFK  MIA     142.0      1089  16.0    37.0  \n",
+       "87588   N12136    3806    EWR  DAY      89.0       533  16.0    45.0  \n",
+       "87589   N8918B    2938    JFK  BWI      39.0       184  16.0    46.0  \n",
+       "87590   N23708    1498    LGA  ORD     125.0       733  16.0    46.0  \n",
+       "87591   N841AY    2946    JFK  PHL      41.0        94  16.0    48.0  \n",
+       "87596   N323JB     575    JFK  MSY     181.0      1182  16.0    56.0  \n",
+       "87598   N608QX    5259    LGA  MSN     134.0       812  16.0    57.0  \n",
+       "87600   N700GS    1880    LGA  STL     150.0       888  16.0    58.0  \n",
+       "87605   N355NW    1705    LGA  MSY     170.0      1183  17.0     1.0  \n",
+       "87607   N358JB    1729    JFK  RSW     155.0      1074  17.0     3.0  \n",
+       "87614   N924DL    1819    LGA  MSP     168.0      1020  17.0    10.0  \n",
+       "87618   N468WN    2806    LGA  HOU     222.0      1428  17.0    17.0  \n",
+       "87619   N13992    4684    EWR  SDF     110.0       642  17.0    18.0  \n",
+       "87622   N14171    4100    EWR  MEM     163.0       946  17.0    21.0  \n",
+       "87625   N818UA     377    LGA  CLE      67.0       419  17.0    24.0  \n",
+       "87630   N3BUAA    1327    LGA  PBI     143.0      1035  17.0    31.0  \n",
+       "87633   N370NB    1982    LGA  MIA     148.0      1096  17.0    31.0  \n",
+       "87635   N805UA     643    EWR  ORD     134.0       719  17.0    31.0  \n",
+       "87638   N547UW     629    JFK  PHX     321.0      2153  17.0    34.0  \n",
+       "87639   N14977    4495    EWR  SAV     111.0       708  17.0    35.0  \n",
+       "87640   N813MQ    3416    LGA  RDU      75.0       431  17.0    35.0  \n",
+       "87642   N909XJ    2918    JFK  IND     112.0       665  17.0    37.0  \n",
+       "87645   N488UA     287    EWR  AUS     231.0      1504  17.0    40.0  \n",
+       "87646   N988DL    1131    LGA  DTW      89.0       502  17.0    46.0  \n",
+       "87647   N17719    1284    EWR  SFO     390.0      2565  17.0    46.0  \n",
+       "87649   N16709    1195    LGA  ORD     133.0       733  17.0    47.0  \n",
+       "87650   N335NB    1935    LGA  TPA     143.0      1010  17.0    48.0  \n",
+       "87651   N13979    6054    EWR  IAD      48.0       212  17.0    50.0  \n",
+       "87652   N605LR    3527    LGA  RDU      72.0       431  17.0    52.0  \n",
+       "87654   N806JB     423    JFK  LAX     380.0      2475  17.0    55.0  \n",
+       "87655   N23721    1554    EWR  ATL     115.0       746  17.0    55.0  \n",
+       "87656   N29906    4511    EWR  ROC      47.0       246  17.0    57.0  \n",
+       "87657   N933DL    1619    LGA  MSP     160.0      1020  17.0    58.0  \n",
+       "87658   N855UA     541    EWR  CLE      68.0       404  17.0    58.0  \n",
+       "87659   N663JB     283    JFK  MCO     134.0       944  17.0    59.0  \n",
+       "87660   N917XJ    2922    JFK  MSP     181.0      1029  18.0     0.0  \n",
+       "87663   N949UW    1775    LGA  PHL      32.0        96  18.0     2.0  \n",
+       "87664   N8310C    1104    LGA  MDW     119.0       725  18.0     4.0  \n",
+       "87668   N294PQ    2927    JFK  ORD     130.0       740  18.0     8.0  \n",
+       "87670   N684MQ    3044    JFK  BWI      45.0       184  18.0     9.0  \n",
+       "87671   N978AT    1942    EWR  ATL     115.0       746  18.0    10.0  \n",
+       "87672   N17108    4576    EWR  GRR     101.0       605  18.0    11.0  \n",
+       "87673   N3KBAA    1410    LGA  MIA     149.0      1096  18.0    12.0  \n",
+       "87675   N14188    4136    EWR  IAD      44.0       212  18.0    12.0  \n",
+       "87678   N965WN     356    LGA  DEN     270.0      1620  18.0    17.0  \n",
+       "87680   N675AW     681    EWR  PHX     334.0      2133  18.0    21.0  \n",
+       "87683   N531MQ    3301    LGA  RDU      77.0       431  18.0    24.0  \n",
+       "87684   N409WN    1289    EWR  HOU     228.0      1411  18.0    25.0  \n",
+       "87686   N784JB    1161    LGA  PBI     143.0      1035  18.0    26.0  \n",
+       "87687   N364NB    1585    LGA  MCO     131.0       950  18.0    26.0  \n",
+       "87688   N916DE    2231    LGA  DTW      84.0       502  18.0    26.0  \n",
+       "87693   N563JB     753    JFK  PBI     135.0      1028  18.0    31.0  \n",
+       "87695   N19966    4580    EWR  MKE     130.0       725  18.0    32.0  \n",
+       "87698   N317NB    1518    EWR  DTW      82.0       488  18.0    36.0  \n",
+       "87699   N517JB     431    LGA  SRQ     154.0      1047  18.0    39.0  \n",
+       "87703   N4YUAA     341    LGA  ORD     128.0       733  18.0    42.0  \n",
+       "87706   N16151    4572    EWR  GSP      94.0       594  18.0    45.0  \n",
+       "87707   N502MQ    3357    LGA  ATL     120.0       762  18.0    47.0  \n",
+       "87709   N423UA     464    EWR  IAH     198.0      1400  18.0    48.0  \n",
+       "87710   N923XJ    2917    JFK  DTW      94.0       509  18.0    49.0  \n",
+       "87712   N539MQ    2789    LGA  CLT      92.0       544  18.0    50.0  \n",
+       "87714   N744SW    2960    LGA  BNA     134.0       764  18.0    51.0  \n",
+       "87717   N961DL    2042    EWR  ATL     111.0       746  18.0    54.0  \n",
+       "87724   N556JB     561    LGA  PBI     133.0      1035  18.0    58.0  \n",
+       "87727   N77431    1587    EWR  RSW     160.0      1068  19.0     1.0  \n",
+       "87728   N3FSAA    2379    LGA  MIA     139.0      1096  19.0     2.0  \n",
+       "87729   N27200    4144    EWR  CHS      95.0       628  19.0     3.0  \n",
+       "87730   N11121    4687    EWR  CVG     100.0       569  19.0     5.0  \n",
+       "87731   N507MQ    3526    LGA  CMH      82.0       479  19.0     7.0  \n",
+       "87732   N292PQ    2933    JFK  RDU      65.0       427  19.0     8.0  \n",
+       "87735   N676AW     687    EWR  CLT      91.0       529  19.0    11.0  \n",
+       "87737   N766SW     195    LGA  STL     153.0       888  19.0    12.0  \n",
+       "87738   N629JB    1843    EWR  PBI     137.0      1023  19.0    13.0  \n",
+       "87740   N29917    4640    EWR  DAY      95.0       533  19.0    17.0  \n",
+       "87743   N832UA     309    EWR  BOS      42.0       200  19.0    20.0  \n",
+       "87744   N339NB    1211    LGA  RSW     160.0      1080  19.0    21.0  \n",
+       "87747   N197UW     894    LGA  CLT      89.0       544  19.0    23.0  \n",
+       "87750   N842UA     237    EWR  PDX     340.0      2434  19.0    24.0  \n",
+       "87752   N4XCAA     345    LGA  ORD     124.0       733  19.0    27.0  \n",
+       "87754   N208FR     507    LGA  DEN     263.0      1620  19.0    31.0  \n",
+       "87758   N740EV    5302    LGA  SYR      37.0       198  19.0    36.0  \n",
+       "87762   N474WN    3069    EWR  STL     160.0       872  19.0    40.0  \n",
+       "87763   N903XJ    4215    LGA  PIT      61.0       335  19.0    41.0  \n",
+       "87766   N13949    4352    EWR  CVG     101.0       569  19.0    46.0  \n",
+       "87767   N11193    4695    EWR  RDU      69.0       416  19.0    46.0  \n",
+       "87770   N752EV    5147    LGA  CLE      73.0       419  19.0    51.0  \n",
+       "87772   N627JB     263    JFK  SEA     343.0      2422  19.0    52.0  \n",
+       "87773   N3JAAA    1611    LGA  MIA     147.0      1096  19.0    53.0  \n",
+       "87775   N12163    4711    EWR  STL     143.0       872  19.0    55.0  \n",
+       "87776   N915XJ    2911    JFK  CVG     102.0       589  19.0    57.0  \n",
+       "87778   N14953    4171    EWR  MSN     129.0       799  20.0     0.0  \n",
+       "87779   N849MQ    3486    LGA  BNA     129.0       764  20.0     0.0  \n",
+       "87780   N411UA     654    EWR  ORD     119.0       719  20.0     1.0  \n",
+       "87783   N456UA     485    EWR  DEN     242.0      1605  20.0     4.0  \n",
+       "87785   N391DA     926    EWR  ATL     108.0       746  20.0     5.0  \n",
+       "87786   N192UW    1751    EWR  CLT      86.0       529  20.0     5.0  \n",
+       "87788   N826UA     708    EWR  ORD     123.0       719  20.0     6.0  \n",
+       "87789   N76254    1730    EWR  FLL     146.0      1065  20.0     8.0  \n",
+       "87790   N806UA     689    LGA  ORD     122.0       733  20.0     9.0  \n",
+       "87793    N704X     435    JFK  SFO     384.0      2586  20.0    13.0  \n",
+       "87796   N402UA     691    LGA  ORD     125.0       733  20.0    14.0  \n",
+       "87798   N920XJ    2907    JFK  BUF      59.0       301  20.0    15.0  \n",
+       "87804   N3HFAA     359    LGA  ORD     127.0       733  20.0    22.0  \n",
+       "87806   N816UA     360    EWR  PBI     151.0      1023  20.0    24.0  \n",
+       "87807   N8918B    2958    JFK  ORF      50.0       290  20.0    25.0  \n",
+       "87811   N410UA     587    EWR  LAS     319.0      2227  20.0    27.0  \n",
+       "87813   N508JB    1117    LGA  TPA     148.0      1010  20.0    33.0  \n",
+       "87820   N818MQ    3530    LGA  DTW      92.0       502  20.0    38.0  \n",
+       "87821   N820AS    5714    JFK  IAD      43.0       228  20.0    42.0  \n",
+       "87823   N901XJ    2931    JFK  PIT      67.0       340  20.0    47.0  \n",
+       "87828   N236WN    3691    EWR  MSY     178.0      1167  20.0    50.0  \n",
+       "87829   N603JB     543    EWR  PBI     138.0      1023  20.0    52.0  \n",
+       "87836   N724EV    5287    LGA  MSN     138.0       812  20.0    59.0  \n",
+       "87839   N13538    4131    EWR  RIC      55.0       277  21.0     4.0  \n",
+       "87840   N606JB     327    EWR  MCO     129.0       937  21.0     7.0  \n",
+       "87841   N586JB     803    JFK  SJU     177.0      1598  21.0     9.0  \n",
+       "87842   N15910    4300    EWR  RIC      52.0       277  21.0    14.0  \n",
+       "87844   N16918    4191    EWR  BNA     137.0       748  21.0    19.0  \n",
+       "87846   N653JB    1271    LGA  FLL     145.0      1076  21.0    22.0  \n",
+       "87849   N834MQ    3374    JFK  RDU      72.0       427  21.0    23.0  \n",
+       "87852   N347NB     377    EWR  ATL     115.0       746  21.0    26.0  \n",
+       "87854   N965UW    2160    LGA  BOS      43.0       184  21.0    30.0  \n",
+       "87858   N338NB    1435    LGA  TPA     148.0      1010  21.0    43.0  \n",
+       "87859   N232WN    1710    EWR  MDW     120.0       711  21.0    44.0  \n",
+       "87860   N712EV    5268    LGA  CLT      89.0       544  21.0    47.0  \n",
+       "87861   N472UA     455    EWR  MIA     140.0      1085  21.0    48.0  \n",
+       "87863   N366NB    1715    LGA  MSY     177.0      1183  21.0    50.0  \n",
+       "87865   N442UA     308    EWR  IAH     208.0      1400  21.0    56.0  \n",
+       "87866   N554JB     915    JFK  SFO     385.0      2586  21.0    59.0  \n",
+       "87867   N7741C     152    LGA  MKE     134.0       738  22.0     9.0  \n",
+       "87868   N12136    4321    EWR  MCI     200.0      1092  22.0    10.0  \n",
+       "87871   N229JB    2680    EWR  BOS      45.0       200  22.0    14.0  \n",
+       "87872   N13123    3811    EWR  ALB      25.0       143  22.0    19.0  \n",
+       "87873   N12540    3819    EWR  CVG     101.0       569  22.0    20.0  \n",
+       "87874   N320NB    1854    LGA  FLL     149.0      1076  22.0    35.0  \n",
+       "87879   N510MQ    3660    LGA  BNA     131.0       764  23.0     0.0  \n",
+       "87880   N323AA     185    JFK  LAX     382.0      2475  23.0     1.0  \n",
+       "87881   N13908    4700    EWR  CLT      87.0       529  23.0     1.0  \n",
+       "87882   N404UA     447    EWR  PHX     323.0      2133  23.0     9.0  \n",
+       "87883   N720EV    4885    LGA  ILM      77.0       500  23.0    10.0  \n",
+       "87885   N957AT    1159    LGA  CAK      71.0       397  23.0    14.0  \n",
+       "87886   N589JB     499    LGA  MCO     132.0       950  23.0    15.0  \n",
+       "87887   N13955    4088    LGA  CLE      75.0       419  23.0    20.0  \n",
+       "87888   N16976    4224    EWR  MKE     134.0       725  23.0    23.0  \n",
+       "87890   N740EV    5079    LGA  MEM     158.0       963  23.0    39.0  \n",
+       "87891   N14974    4672    EWR  STL     149.0       872  23.0    42.0  \n",
+       "87892   N805UA     695    LGA  ORD     130.0       733  23.0    46.0  \n",
+       "88145   N355NW     904    LGA  ATL     119.0       762   7.0    15.0  \n",
+       "88249   N15973    4137    EWR  ATL     126.0       746   8.0    47.0  \n",
+       "88271   N568UA     397    JFK  SFO     373.0      2586   9.0     1.0  \n",
+       "88314   N13123    4548    EWR  RDU      70.0       416   9.0    55.0  \n",
+       "88350   N292PQ    2926    JFK  ORD     139.0       740  10.0    32.0  \n",
+       "88366   N202FR     509    LGA  DEN     256.0      1620  10.0    52.0  \n",
+       "88373   N902XJ    2906    JFK  BUF      59.0       301  10.0    58.0  \n",
+       "88376   N13968    4422    EWR  PIT      61.0       319  11.0     5.0  \n",
+       "88404   N830AS    5711    JFK  IAD      51.0       228  11.0    51.0  \n",
+       "88436   N507MQ    3230    JFK  DCA      51.0       213  12.0    30.0  \n",
+       "88443   N5EHAA    1357    JFK  SJU     184.0      1598  12.0    40.0  \n",
+       "88473   N849MQ    3386    JFK  DCA      57.0       213  13.0    11.0  \n",
+       "88488   N27200    4567    EWR  MCI     193.0      1092  13.0    29.0  \n",
+       "88489   N3FSAA    1623    EWR  MIA     147.0      1085  13.0    37.0  \n",
+       "88504   N923XJ    3311    EWR  DTW      92.0       488  13.0    55.0  \n",
+       "88509   N934DL     781    LGA  ATL     121.0       762  14.0     1.0  \n",
+       "88510   N978AT     651    EWR  ATL     115.0       746  14.0     2.0  \n",
+       "88530   N3FHAA    1256    LGA  MIA     155.0      1096  14.0    35.0  \n",
+       "88550   N3KVAA    1073    LGA  MIA     156.0      1096  14.0    53.0  \n",
+       "88602   N418WN     516    EWR  PHX     341.0      2133  15.0    41.0  \n",
+       "88633   N937XJ    2913    JFK  DCA      55.0       213  16.0    20.0  \n",
+       "88651   N508JB     573    EWR  TPA     153.0       997  16.0    34.0  \n",
+       "88656   N507MQ    3072    JFK  TPA     146.0      1005  16.0    37.0  \n",
+       "88683   N17138    4377    EWR  JAX     122.0       820  17.0     0.0  \n",
+       "88687   N33284    1195    LGA  ORD     132.0       733  17.0     3.0  \n",
+       "88693   N595UA     257    JFK  SFO     406.0      2586  17.0    13.0  \n",
+       "88699   N508MQ    3301    LGA  RDU      72.0       431  17.0    17.0  \n",
+       "88700   N336NW     407    JFK  ATL     118.0       760  17.0    18.0  \n",
+       "88704   N280WN    3778    EWR  DEN     263.0      1605  17.0    19.0  \n",
+       "88711   N847MQ    3359    JFK  RDU      75.0       427  17.0    27.0  \n",
+       "88735   N5CCAA     172    EWR  MIA     151.0      1085  18.0     2.0  \n",
+       "88737   N16149    4702    EWR  GSO      74.0       445  18.0     2.0  \n",
+       "88739   N912XJ    2933    JFK  RDU      72.0       427  18.0     3.0  \n",
+       "88745   N914WN     421    EWR  MDW     128.0       711  18.0     7.0  \n",
+       "88749   N989AT    2042    EWR  ATL     118.0       746  18.0    17.0  \n",
+       "88752   N634JB     305    EWR  FLL     143.0      1065  18.0    19.0  \n",
+       "88754   N381DN    1519    EWR  SLC     291.0      1969  18.0    20.0  \n",
+       "88767   N914XJ    4276    LGA  RIC      58.0       292  18.0    31.0  \n",
+       "88776   N14907    4502    EWR  BNA     138.0       748  18.0    39.0  \n",
+       "88780   N14916    4300    EWR  RIC      74.0       277  18.0    42.0  \n",
+       "88790   N639VA     169    EWR  LAX     368.0      2454  18.0    52.0  \n",
+       "88800   N817MQ    3486    LGA  BNA     138.0       764  19.0     2.0  \n",
+       "88802   N41140    1109    EWR  MCO     144.0       937  19.0    13.0  \n",
+       "88813   N3KHAA     119    EWR  LAX     366.0      2454  19.0    27.0  \n",
+       "88815   N483WN    3069    EWR  STL     154.0       872  19.0    28.0  \n",
+       "88821   N15572    4640    EWR  DAY     107.0       533  19.0    31.0  \n",
+       "88825   N590JB     543    EWR  PBI     141.0      1023  19.0    35.0  \n",
+       "88826   N402WN    3691    EWR  MSY     194.0      1167  19.0    37.0  \n",
+       "88831   N37267    1480    EWR  SFO     395.0      2565  19.0    40.0  \n",
+       "88833   N440AS       5    EWR  SEA     314.0      2402  19.0    45.0  \n",
+       "88836   N901XJ    2911    JFK  CVG     105.0       589  19.0    49.0  \n",
+       "88851   N523MQ    3349    LGA  MSP     157.0      1020  20.0     1.0  \n",
+       "88853   N744EV    5314    EWR  DTW      84.0       488  20.0     7.0  \n",
+       "88858   N816MQ    3591    LGA  RDU      82.0       431  20.0    10.0  \n",
+       "88860   N498UA     693    LGA  ORD     125.0       733  20.0    11.0  \n",
+       "88862   N515MQ    2839    LGA  STL     153.0       888  20.0    18.0  \n",
+       "88867   N14543    4191    EWR  BNA     137.0       748  20.0    22.0  \n",
+       "88871   N16951    4131    EWR  RIC      57.0       277  20.0    25.0  \n",
+       "88882   N192UW    2039    LGA  CLT      91.0       544  20.0    34.0  \n",
+       "88884   N3731T     460    JFK  PHX     345.0      2153  20.0    35.0  \n",
+       "88891   N764NC     926    EWR  ATL     114.0       746  20.0    43.0  \n",
+       "88892   N5CAAA    1029    JFK  SJU     190.0      1598  20.0    49.0  \n",
+       "88903   N588UA     226    JFK  SFO     392.0      2586  20.0    57.0  \n",
+       "88906   N3FVAA     291    JFK  AUS     252.0      1521  21.0     2.0  \n",
+       "88907   N3DMAA    2437    LGA  MIA     160.0      1096  21.0     4.0  \n",
+       "88911   N510UA     389    JFK  SFO     375.0      2586  21.0    12.0  \n",
+       "88915   N355JB    2580    EWR  BOS      41.0       200  21.0    19.0  \n",
+       "88917   N658JB     327    EWR  MCO     134.0       937  21.0    24.0  \n",
+       "88923   N27200    4397    EWR  CLT      95.0       529  21.0    32.0  \n",
+       "88925   N353NB     377    EWR  ATL     118.0       746  21.0    36.0  \n",
+       "88928   N14998    4088    LGA  CLE      76.0       419  21.0    42.0  \n",
+       "88931   N579JB    1295    JFK  AUS     238.0      1521  21.0    48.0  \n",
+       "88935   N13914    4091    EWR  IND     122.0       645  22.0     1.0  \n",
+       "88938   N13123    4512    EWR  MSY     198.0      1167  22.0    11.0  \n",
+       "88939   N11109    4204    EWR  OKC     240.0      1325  22.0    19.0  \n",
+       "88942   N16149    4333    EWR  TUL     221.0      1215  22.0    28.0  \n",
+       "88945   N606JB     527    EWR  MCO     134.0       937  22.0    35.0  \n",
+       "88946   N741EV    5298    LGA  OMA     184.0      1148  22.0    39.0  \n",
+       "88949   N914XJ    4277    LGA  CVG     115.0       585  22.0    51.0  \n",
+       "88950   N828AS    5714    JFK  IAD      55.0       228  22.0    52.0  \n",
+       "88952   N18557    3845    EWR  GSP     114.0       594  23.0     3.0  \n",
+       "88953   N22971    4421    EWR  ORF      66.0       284  23.0    24.0  \n",
+       "88954   N804UA     866    EWR  LAS     352.0      2227  23.0    24.0  \n",
+       "88956   N309JB     705    EWR  FLL     150.0      1065  23.0    49.0  \n",
+       "89024   N34111    4348    EWR  CLE      71.0       404   0.0    51.0  \n",
+       "89088   N16178    6177    EWR  IAD      53.0       212   7.0    11.0  \n",
+       "89116   N16541    4140    EWR  ATL     134.0       746   7.0    53.0  \n",
+       "89212   N77258    1144    LGA  ORD     128.0       733   9.0    27.0  \n",
+       "89251   N839UA     418    EWR  SFO     395.0      2565  10.0    16.0  \n",
+       "89268   N516JB     271    LGA  FLL     152.0      1076  10.0    44.0  \n",
+       "89272   N357AA    1085    JFK  MIA     154.0      1089  10.0    48.0  \n",
+       "89386   N993DL    1131    LGA  DTW      89.0       502  14.0     4.0  \n",
+       "89540   N41135    1199    EWR  LAX     399.0      2454  16.0    59.0  \n",
+       "89544   N179JB     575    JFK  MSY     182.0      1182  17.0     2.0  \n",
+       "89561   N3DWAA     211    JFK  IAH     226.0      1417  17.0    23.0  \n",
+       "89562   N520UA     437    LGA  IAH     208.0      1416  17.0    24.0  \n",
+       "89566   N564JB    1843    EWR  PBI     140.0      1023  17.0    31.0  \n",
+       "89577   N829AS    5712    JFK  IAD      48.0       228  17.0    51.0  \n",
+       "89578   N604LR    2907    JFK  BUF      63.0       301  17.0    52.0  \n",
+       "89591   N456UA     352    EWR  SFO       NaN      2565  18.0    11.0  \n",
+       "89596   N516JB     305    EWR  FLL     153.0      1065  18.0    17.0  \n",
+       "89610   N3DDAA    2379    LGA  MIA     154.0      1096  18.0    34.0  \n",
+       "89634   N842UA     394    EWR  SFO     395.0      2565  19.0     3.0  \n",
+       "89713   N14179    4700    EWR  CLT      96.0       529   0.0    16.0  \n",
+       "89714   N323AA      21    JFK  LAX     371.0      2475   0.0    21.0  \n",
+       "89716   N324JB     702    JFK  BUF      63.0       301   0.0    32.0  \n",
+       "89717   N17984    4625    EWR  DCA      45.0       199   0.0    43.0  \n",
+       "89718   N589JB     745    JFK  PSE     213.0      1617   1.0    43.0  \n",
+       "89719   N267JB     108    JFK  PWM      43.0       273   3.0    21.0  \n",
+       "89842   N4XGAA     305    LGA  ORD     143.0       733   8.0    24.0  \n",
+       "89886   N76522    1289    EWR  SFO     380.0      2565   9.0    10.0  \n",
+       "89901   N979AT     807    EWR  ATL     126.0       746   9.0    25.0  \n",
+       "89907   N8913A    2937    JFK  CHS     105.0       636   9.0    36.0  \n",
+       "89913   N393AA      59    JFK  SFO     379.0      2586   9.0    47.0  \n",
+       "89990   N179JB     518    JFK  BOS      31.0       187  11.0    30.0  \n",
+       "90016   N14916    4099    EWR  STL       NaN       872  12.0     4.0  \n",
+       "90018   N176UW    2085    LGA  CLT      92.0       544  12.0     6.0  \n",
+       "90071   N18101    4567    EWR  MCI     194.0      1092  13.0    18.0  \n",
+       "90072   N3DJAA    1143    LGA  DFW     226.0      1389  13.0    19.0  \n",
+       "90109   N717EV    5207    LGA  CLT     100.0       544  14.0     7.0  \n",
+       "90128   N812MQ    3386    JFK  DCA       NaN       213  14.0    35.0  \n",
+       "90161   N69059    1416    EWR  IAH     216.0      1400  14.0    57.0  \n",
+       "90177   N5DYAA    1697    JFK  MIA     158.0      1089  15.0    19.0  \n",
+       "90180   N17133    1734    EWR  ORD     146.0       719  15.0    20.0  \n",
+       "90184   N12967    3806    EWR  DAY     106.0       533  15.0    24.0  \n",
+       "90191   N3HWAA    1256    LGA  MIA     163.0      1096  15.0    29.0  \n",
+       "90194   N718TW     432    JFK  SFO     368.0      2586  15.0    31.0  \n",
+       "90244   N989AT    1442    EWR  ATL     127.0       746  16.0    27.0  \n",
+       "90258   N919DL    1779    LGA  FLL     155.0      1076  16.0    48.0  \n",
+       "90275   N11535    4684    EWR  SDF     119.0       642  17.0    11.0  \n",
+       "90278   N298PQ    2922    JFK  MSP     184.0      1029  17.0    19.0  \n",
+       "90283   N909XJ    4215    LGA  PIT      71.0       335  17.0    23.0  \n",
+       "90304   N426WN    1289    EWR  HOU     233.0      1411  17.0    47.0  \n",
+       "90317   N337JB    2302    JFK  BUF      62.0       301  18.0     2.0  \n",
+       "90318   N353JB     918    JFK  BOS      31.0       187  18.0     3.0  \n",
+       "90320   N26123    1600    EWR  LAX     364.0      2454  18.0     5.0  \n",
+       "90321   N900MQ    3216    JFK  ORF      61.0       290  18.0     6.0  \n",
+       "90325   N515MQ    3301    LGA  RDU      78.0       431  18.0     8.0  \n",
+       "90332   N589JB     283    JFK  MCO     138.0       944  18.0    17.0  \n",
+       "90336   N359NB     884    LGA  DEN     262.0      1620  18.0    22.0  \n",
+       "90340   N566JB    1801    JFK  FLL     155.0      1069  18.0    28.0  \n",
+       "90342   N4XVAA     343    LGA  ORD     158.0       733  18.0    29.0  \n",
+       "90348   N470UA     652    EWR  IAH     217.0      1400  18.0    36.0  \n",
+       "90353   N15980    4705    EWR  ATL     134.0       746  18.0    45.0  \n",
+       "90354   N14904    4411    EWR  MEM     169.0       946  18.0    46.0  \n",
+       "90357   N358NB    1321    EWR  MSP     170.0      1008  18.0    48.0  \n",
+       "90362   N815UA     418    EWR  SFO     378.0      2565  18.0    53.0  \n",
+       "90368   N458UA     587    EWR  LAS     342.0      2227  18.0    58.0  \n",
+       "90370   N525MQ    3748    EWR  ORD     142.0       719  19.0     0.0  \n",
+       "90380   N53442    1064    EWR  LAX     390.0      2454  19.0     9.0  \n",
+       "90385   N7702A    3069    EWR  STL     159.0       872  19.0    18.0  \n",
+       "90386   N353AT     400    LGA  ATL     138.0       762  19.0    20.0  \n",
+       "90392   N319US    2065    JFK  ATL     124.0       760  19.0    28.0  \n",
+       "90395   N730EV    5274    LGA  BNA     129.0       764  19.0    30.0  \n",
+       "90399   N907MQ    2949    JFK  BNA     138.0       765  19.0    36.0  \n",
+       "90400   N537UA     362    EWR  SNA     343.0      2434  19.0    36.0  \n",
+       "90401    N3765     438    JFK  SAN     384.0      2446  19.0    37.0  \n",
+       "90402   N3EGAA     359    LGA  ORD     132.0       733  19.0    38.0  \n",
+       "90406   N822UA     497    EWR  SFO     368.0      2565  19.0    39.0  \n",
+       "90407   N407AS       5    EWR  SEA     342.0      2402  19.0    40.0  \n",
+       "90413   N495UA     485    EWR  DEN     256.0      1605  19.0    48.0  \n",
+       "90422   N950UW    2187    LGA  DCA      56.0       214  20.0     1.0  \n",
+       "90425   N23721    1128    LGA  IAH     216.0      1416  20.0     6.0  \n",
+       "90426   N827MQ    3486    LGA  BNA     130.0       764  20.0     7.0  \n",
+       "90427   N339NB    2139    LGA  MIA     154.0      1096  20.0     8.0  \n",
+       "90428   N832MQ    3501    LGA  RDU      79.0       431  20.0     8.0  \n",
+       "90430   N601LR    2931    JFK  PIT       NaN       340  20.0     9.0  \n",
+       "90436   N10575    4300    EWR  RIC      59.0       277  20.0    22.0  \n",
+       "90441   N930XJ    3445    LGA  DSM     183.0      1031  20.0    31.0  \n",
+       "90443   N77510    1526    EWR  LAX     384.0      2454  20.0    38.0  \n",
+       "90444   N8969A    2960    JFK  CLE      88.0       425  20.0    41.0  \n",
+       "90447   N13958    4100    EWR  CLT      98.0       529  20.0    47.0  \n",
+       "90449   N11548    4516    EWR  CLE      76.0       404  20.0    50.0  \n",
+       "90450   N954WN     152    LGA  MKE     134.0       738  20.0    50.0  \n",
+       "90451   N738EV    5079    LGA  MEM     164.0       963  20.0    52.0  \n",
+       "90453   N294PQ    3513    LGA  MKE     134.0       738  20.0    54.0  \n",
+       "90454   N633VA      29    JFK  SFO     392.0      2586  20.0    54.0  \n",
+       "90455   N919DE    1485    LGA  MCO     135.0       950  20.0    55.0  \n",
+       "90456   N800AY    2958    JFK  ORF      61.0       290  20.0    56.0  \n",
+       "90462   N12172    4543    EWR  DSM     181.0      1017  21.0     3.0  \n",
+       "90465   N13550    4312    EWR  DCA       NaN       199  21.0     9.0  \n",
+       "90468   N460UA     689    LGA  ORD     142.0       733  21.0    11.0  \n",
+       "90471   N915DL    1147    LGA  ATL     126.0       762  21.0    13.0  \n",
+       "90473   N968DL    2131    LGA  DTW     111.0       502  21.0    14.0  \n",
+       "90479   N496AA     363    LGA  ORD     142.0       733  21.0    23.0  \n",
+       "90481   N87513    1692    EWR  MCO     144.0       937  21.0    28.0  \n",
+       "90483   N33203    1464    EWR  CLE      75.0       404  21.0    31.0  \n",
+       "90485   N621VA     415    JFK  LAX     381.0      2475  21.0    36.0  \n",
+       "90488   N192JB     418    JFK  BOS      30.0       187  21.0    46.0  \n",
+       "90489   N18101    4191    EWR  BNA     170.0       748  21.0    46.0  \n",
+       "90491   N4XTAA     371    LGA  ORD     136.0       733  21.0    49.0  \n",
+       "90492   N486UA     695    LGA  ORD     128.0       733  21.0    49.0  \n",
+       "90493   N779SW    3494    EWR  MDW     132.0       711  21.0    51.0  \n",
+       "90495   N8533D    2943    JFK  RIC      68.0       288  21.0    57.0  \n",
+       "90496   N371DA    2590    JFK  LAS       NaN      2248  21.0    57.0  \n",
+       "90498   N724EV    5298    LGA  OMA     192.0      1148  21.0    58.0  \n",
+       "90499   N434WN     168    LGA  MDW     137.0       725  22.0     7.0  \n",
+       "90500   N717EV    5451    LGA  RIC      62.0       292  22.0    13.0  \n",
+       "90501   N13566    4278    EWR  CAE       NaN       602  22.0    17.0  \n",
+       "90502   N526MQ    3473    LGA  ATL     130.0       762  22.0    17.0  \n",
+       "90503   N595JB    1201    JFK  FLL     154.0      1069  22.0    21.0  \n",
+       "90505   N8560F    3681    LGA  GSP     113.0       610  22.0    34.0  \n",
+       "90507   N12900    4421    EWR  ORF      58.0       284  22.0    43.0  \n",
+       "90509   N510JB    1295    JFK  AUS     238.0      1521  22.0    48.0  \n",
+       "90510   N228JB     775    JFK  MSY     198.0      1182  22.0    51.0  \n",
+       "90513   N13202    4333    EWR  TUL     232.0      1215  22.0    59.0  \n",
+       "90514   N231JB     705    EWR  FLL     150.0      1065  23.0     1.0  \n",
+       "90515   N835UA     234    EWR  BOS      34.0       200  23.0     1.0  \n",
+       "90516   N353JB    2680    EWR  BOS      33.0       200  23.0     5.0  \n",
+       "90520   N834MQ    3257    LGA  RDU      82.0       431  23.0    22.0  \n",
+       "90521   N813MQ    3621    JFK  DCA      50.0       213  23.0    23.0  \n",
+       "90522   N78438    1224    EWR  LAX     385.0      2454  23.0    24.0  \n",
+       "90524   N14542    4106    EWR  GSO      87.0       445  23.0    26.0  \n",
+       "90525   N598JB    1371    LGA  FLL     153.0      1076  23.0    40.0  \n",
+       "90526   N14168    4695    EWR  BUF      54.0       282  23.0    53.0  \n",
+       "90588   N11539    4565    EWR  SYR      37.0       195   0.0    11.0  \n",
+       "90589   N14153    4101    EWR  BUF      54.0       282   0.0    12.0  \n",
+       "90590   N12163    3810    EWR  ATL     129.0       746   0.0    25.0  \n",
+       "90670   N13566    3817    EWR  BUF      56.0       282   7.0     9.0  \n",
+       "90690   N13161    4137    EWR  ATL     132.0       746   7.0    28.0  \n",
+       "90739   N167US    2052    EWR  CLT      97.0       529   8.0     8.0  \n",
+       "90740   N999DN    1919    LGA  MSP     176.0      1020   8.0     9.0  \n",
+       "90744   N11193    6177    EWR  IAD      49.0       212   8.0    11.0  \n",
+       "90812   N3HTAA    1263    JFK  LAS     342.0      2248   9.0    12.0  \n",
+       "90831   N709TW     425    JFK  MCO     147.0       944   9.0    32.0  \n",
+       "90836   N188US    1831    JFK  CLT      98.0       541   9.0    40.0  \n",
+       "90842   N16151    4628    EWR  STL     161.0       872   9.0    46.0  \n",
+       "90844   N36272    1025    LGA  IAH     227.0      1416   9.0    51.0  \n",
+       "90853   N12172    4409    EWR  RIC      55.0       277  10.0     3.0  \n",
+       "90865   N13908    4407    EWR  OMA       NaN      1134  10.0    14.0  \n",
+       "90866   N197PQ    4945    LGA  CLT      97.0       544  10.0    16.0  \n",
+       "90871   N36915    4125    EWR  GSO      85.0       445  10.0    20.0  \n",
+       "90889   N22971    4150    EWR  CVG     110.0       569  10.0    34.0  \n",
+       "90904   N15572    4537    EWR  MEM       NaN       946  11.0     1.0  \n",
+       "90909   N833AS    5736    LGA  IAD      56.0       229  11.0    16.0  \n",
+       "90918   N304JB     208    JFK  PWM      42.0       273  11.0    27.0  \n",
+       "90921   N514MQ    3644    LGA  ATL     131.0       762  11.0    33.0  \n",
+       "90937   N17984    5796    EWR  CLT      98.0       529  11.0    53.0  \n",
+       "90948   N763JB     971    LGA  FLL     156.0      1076  12.0     1.0  \n",
+       "90949   N16999    4276    EWR  BDL      22.0       116  12.0     1.0  \n",
+       "90958   N11535    3815    EWR  ROC      45.0       246  12.0    19.0  \n",
+       "90961   N651AW     604    EWR  PHX     332.0      2133  12.0    23.0  \n",
+       "90967   N930XJ    3493    LGA  SRQ     167.0      1047  12.0    31.0  \n",
+       "90968   N518UA     703    JFK  LAX     356.0      2475  12.0    34.0  \n",
+       "90969   N16911    4679    EWR  JAX     129.0       820  12.0    35.0  \n",
+       "90974   N262WN     172    LGA  MDW     135.0       725  12.0    47.0  \n",
+       "90983   N960AT      63    LGA  ATL     138.0       762  12.0    55.0  \n",
+       "90993   N462WN    3566    LGA  BNA     138.0       764  13.0     7.0  \n",
+       "90998   N13202    4284    EWR  OMA     213.0      1134  13.0    12.0  \n",
+       "91006   N640AA    1085    JFK  MIA     156.0      1089  13.0    26.0  \n",
+       "91008   N506MQ    3404    LGA  RDU      74.0       431  13.0    31.0  \n",
+       "91011   N282WN     332    EWR  DEN     266.0      1605  13.0    37.0  \n",
+       "91015   N34110    4567    EWR  MCI     210.0      1092  13.0    41.0  \n",
+       "91016   N853MQ    3386    JFK  DCA      56.0       213  13.0    41.0  \n",
+       "91018   N294PQ    3340    LGA  SYR      47.0       198  13.0    45.0  \n",
+       "91026   N3GYAA     178    JFK  BOS      35.0       187  13.0    57.0  \n",
+       "91027   N749SW    1880    LGA  STL     168.0       888  13.0    57.0  \n",
+       "91031   N318NB     652    EWR  ATL     129.0       746  14.0     6.0  \n",
+       "91033   N902WN     144    LGA  MKE     138.0       738  14.0    10.0  \n",
+       "91036   N738EV    5245    LGA  PIT      64.0       335  14.0    13.0  \n",
+       "91043   N832MQ    3388    LGA  CMH      93.0       479  14.0    23.0  \n",
+       "91049   N14542    5901    EWR  ALB      34.0       143  14.0    29.0  \n",
+       "91057   N585JB     431    LGA  SRQ     165.0      1047  14.0    40.0  \n",
+       "91059   N304JB    1318    JFK  BOS      32.0       187  14.0    41.0  \n",
+       "91064   N34222    1198    LGA  ORD     140.0       733  14.0    46.0  \n",
+       "91068   N809UA     273    EWR  DFW     221.0      1372  14.0    55.0  \n",
+       "91092   N13970    5797    EWR  RIC      60.0       277  15.0    12.0  \n",
+       "91093   N447WN       3    LGA  MDW     132.0       725  15.0    12.0  \n",
+       "91094   N76064    1611    EWR  IAH     203.0      1400  15.0    12.0  \n",
+       "91101   N12967    4434    EWR  MHT      38.0       209  15.0    22.0  \n",
+       "91103   N487WN     516    EWR  PHX     335.0      2133  15.0    25.0  \n",
+       "91105   N236JB     118    JFK  BOS      34.0       187  15.0    26.0  \n",
+       "91110   N48901    4552    EWR  GSO      79.0       445  15.0    29.0  \n",
+       "91120   N909EV    5712    JFK  IAD      48.0       228  15.0    43.0  \n",
+       "91124   N75426    1200    EWR  SAN     371.0      2425  15.0    46.0  \n",
+       "91129   N13138    1054    EWR  LAX     354.0      2454  15.0    51.0  \n",
+       "91133   N644JB     561    LGA  PBI     148.0      1035  15.0    54.0  \n",
+       "91136   N839MQ    3391    LGA  CMH      87.0       479  15.0    57.0  \n",
+       "91138   N519JB    1171    LGA  FLL     158.0      1076  15.0    59.0  \n",
+       "91139   N10575    6054    EWR  IAD      47.0       212  16.0     0.0  \n",
+       "91140   N523MQ    3425    JFK  DCA      48.0       213  16.0     1.0  \n",
+       "91142   N16987    4136    EWR  IAD      56.0       212  16.0     3.0  \n",
+       "91146   N16151    4572    EWR  GSP     103.0       594  16.0     7.0  \n",
+       "91148   N833AS    5713    LGA  IAD      52.0       229  16.0    10.0  \n",
+       "91158   N193JB     581    JFK  HOU     235.0      1428  16.0    26.0  \n",
+       "91161   N673DL    2347    LGA  ATL     133.0       762  16.0    29.0  \n",
+       "91164   N17560    4580    EWR  MKE     139.0       725  16.0    32.0  \n",
+       "91173   N849MQ    3493    LGA  CLE      78.0       419  16.0    43.0  \n",
+       "91176   N562JB     573    EWR  TPA     158.0       997  16.0    46.0  \n",
+       "91178   N942MQ    2963    JFK  CVG     117.0       589  16.0    50.0  \n",
+       "91179   N235WN    2806    LGA  HOU     239.0      1428  16.0    50.0  \n",
+       "91180   N467UA     338    EWR  LAS     327.0      2227  16.0    50.0  \n",
+       "91181   N11535    4511    EWR  ROC      58.0       246  16.0    51.0  \n",
+       "91185   N11191    4292    EWR  MSY     190.0      1167  16.0    54.0  \n",
+       "91187   N18101    4576    EWR  GRR     112.0       605  16.0    55.0  \n",
+       "91190   N515UA     471    EWR  SFO     348.0      2565  16.0    56.0  \n",
+       "91191   N104UW    1767    LGA  CLT      93.0       544  16.0    57.0  \n",
+       "91192   N368NB    1942    EWR  ATL     127.0       746  16.0    58.0  \n",
+       "91195   N522MQ    2840    LGA  STL     157.0       888  17.0     0.0  \n",
+       "91198   N732SW     421    EWR  MDW     139.0       711  17.0     5.0  \n",
+       "91202   N505JB    1117    LGA  TPA     158.0      1010  17.0     8.0  \n",
+       "91210   N933XJ    2918    JFK  IND     120.0       665  17.0    20.0  \n",
+       "91211   N925XJ    4276    LGA  RIC      65.0       292  17.0    20.0  \n",
+       "91218   N912XJ    2933    JFK  RDU      76.0       427  17.0    28.0  \n",
+       "91222   N514MQ    3734    LGA  BNA     129.0       764  17.0    30.0  \n",
+       "91223   N13995    4171    EWR  MSN     155.0       799  17.0    31.0  \n",
+       "91224   N16963    4684    EWR  SDF     123.0       642  17.0    35.0  \n",
+       "91226   N908XJ    2927    JFK  ORD     143.0       740  17.0    36.0  \n",
+       "91231   N560UW     721    EWR  CLT      94.0       529  17.0    40.0  \n",
+       "91233   N18120    4667    EWR  MSP     187.0      1008  17.0    41.0  \n",
+       "91236   N724EV    5601    LGA  CLT      94.0       544  17.0    47.0  \n",
+       "91239   N510MJ    3771    LGA  IAD       NaN       229  17.0    49.0  \n",
+       "91240   N14977    4299    EWR  DCA      45.0       199  17.0    52.0  \n",
+       "91243   N431UA     333    EWR  ORD     132.0       719  17.0    56.0  \n",
+       "91250   N900WN    3778    EWR  DEN     260.0      1605  18.0     3.0  \n",
+       "91251   N27239    1177    EWR  ORD     137.0       719  18.0     4.0  \n",
+       "91254   N57111    1600    EWR  LAX     366.0      2454  18.0     8.0  \n",
+       "91261   N935AT    1518    EWR  DTW     102.0       488  18.0    11.0  \n",
+       "91264   N15572    4705    EWR  ATL     140.0       746  18.0    16.0  \n",
+       "91266   N738EV    5293    LGA  ORF      56.0       296  18.0    19.0  \n",
+       "91269   N5DLAA      95    JFK  SJU     190.0      1598  18.0    24.0  \n",
+       "91271   N833UA     309    EWR  BOS      45.0       200  18.0    24.0  \n",
+       "91280   N329NB    1585    LGA  MCO     142.0       950  18.0    29.0  \n",
+       "91281   N917DL    1982    LGA  MIA     170.0      1096  18.0    30.0  \n",
+       "91282   N623MQ    3216    JFK  ORF      52.0       290  18.0    30.0  \n",
+       "91283   N8608N    1104    LGA  MDW     133.0       725  18.0    30.0  \n",
+       "91284   N433UA     689    LGA  ORD     129.0       733  18.0    30.0  \n",
+       "91287   N294PQ    3357    LGA  BNA     139.0       764  18.0    32.0  \n",
+       "91289   N710EV    5302    LGA  SYR      39.0       198  18.0    32.0  \n",
+       "91294   N916WN     356    LGA  DEN     268.0      1620  18.0    34.0  \n",
+       "91295   N816MQ    3530    LGA  DTW     107.0       502  18.0    34.0  \n",
+       "91296   N360NW    2042    EWR  ATL     129.0       746  18.0    35.0  \n",
+       "91299   N36915    3825    EWR  CMH      89.0       463  18.0    37.0  \n",
+       "91300   N658JB     305    EWR  FLL     154.0      1065  18.0    38.0  \n",
+       "91303   N487UA     375    EWR  SEA     344.0      2402  18.0    41.0  \n",
+       "91304   N323AA     181    JFK  LAX     357.0      2475  18.0    42.0  \n",
+       "91305   N406UA     431    EWR  DFW     229.0      1372  18.0    42.0  \n",
+       "91308   N561UW     894    LGA  CLT      93.0       544  18.0    48.0  \n",
+       "91311   N12921    4352    EWR  CVG     117.0       569  18.0    55.0  \n",
+       "91325   N622VA     169    EWR  LAX     364.0      2454  19.0     8.0  \n",
+       "91326   N314NB    1321    EWR  MSP     170.0      1008  19.0     9.0  \n",
+       "91327   N14542    4411    EWR  MEM     170.0       946  19.0    14.0  \n",
+       "91329   N747SA     195    LGA  STL     165.0       888  19.0    15.0  \n",
+       "91332   N38454    1618    EWR  TPA     150.0       997  19.0    20.0  \n",
+       "91335   N638VA     193    EWR  SFO     383.0      2565  19.0    22.0  \n",
+       "91339   N14237    1195    LGA  ORD     135.0       733  19.0    24.0  \n",
+       "91340   N819UA     708    EWR  ORD     134.0       719  19.0    26.0  \n",
+       "91343   N741EV    5147    LGA  CLE      75.0       419  19.0    29.0  \n",
+       "91346   N547JB     201    JFK  FLL     151.0      1069  19.0    34.0  \n",
+       "91349   N537JB     299    LGA  MCO     149.0       950  19.0    38.0  \n",
+       "91350   N11199    4502    EWR  BNA     138.0       748  19.0    40.0  \n",
+       "91355   N708EV    5274    LGA  BNA     131.0       764  19.0    46.0  \n",
+       "91358   N910XJ    2911    JFK  CVG     109.0       589  19.0    48.0  \n",
+       "91359   N423AS       5    EWR  SEA     334.0      2402  19.0    50.0  \n",
+       "91363   N17984    4382    EWR  DTW     100.0       488  19.0    54.0  \n",
+       "91365   N813MQ    3486    LGA  BNA     147.0       764  19.0    54.0  \n",
+       "91368   N12967    4202    EWR  STL     167.0       872  19.0    56.0  \n",
+       "91369   N605LR    3513    LGA  MKE     135.0       738  19.0    57.0  \n",
+       "91375   N530MQ    2839    LGA  STL     151.0       888  20.0     3.0  \n",
+       "91377   N12900    4191    EWR  BNA     150.0       748  20.0     6.0  \n",
+       "91378   N930XJ    4218    LGA  PIT      63.0       335  20.0     8.0  \n",
+       "91381   N948WN    1710    EWR  MDW     139.0       711  20.0    13.0  \n",
+       "91387   N203FR     507    LGA  DEN     259.0      1620  20.0    18.0  \n",
+       "91390   N960AT     400    LGA  ATL     139.0       762  20.0    20.0  \n",
+       "91394   N520MQ    3674    LGA  CLE      76.0       419  20.0    25.0  \n",
+       "91395   N35260    1495    EWR  SFO     369.0      2565  20.0    26.0  \n",
+       "91397   N8409N    2943    JFK  RIC      63.0       288  20.0    29.0  \n",
+       "91398   N926XJ    2925    JFK  MSY     188.0      1182  20.0    31.0  \n",
+       "91399   N848UA     360    EWR  PBI     150.0      1023  20.0    31.0  \n",
+       "91400   N913XJ    2908    JFK  BUF      62.0       301  20.0    33.0  \n",
+       "91401   N757LV    1289    EWR  HOU     241.0      1411  20.0    33.0  \n",
+       "91404   N629JB     327    EWR  MCO     138.0       937  20.0    37.0  \n",
+       "91405   N474UA     485    EWR  DEN     245.0      1605  20.0    37.0  \n",
+       "91407   N344NB    1715    LGA  MSY     184.0      1183  20.0    41.0  \n",
+       "91408   N597JB     543    EWR  PBI     150.0      1023  20.0    45.0  \n",
+       "91412   N26549    4397    EWR  CLT     115.0       529  20.0    51.0  \n",
+       "91416   N615QX    5314    EWR  DTW      91.0       488  20.0    55.0  \n",
+       "91417   N839MQ    3603    LGA  DTW     100.0       502  20.0    56.0  \n",
+       "91418   N954AT    1346    LGA  ATL     132.0       762  20.0    56.0  \n",
+       "91422   N77525    1730    EWR  FLL     158.0      1065  21.0     1.0  \n",
+       "91423   N14904    4368    EWR  DAY     104.0       533  21.0     6.0  \n",
+       "91424   N944DL    1147    LGA  ATL     126.0       762  21.0     8.0  \n",
+       "91425   N727SW    2960    LGA  BNA     148.0       764  21.0     8.0  \n",
+       "91427   N598JB    1271    LGA  FLL     157.0      1076  21.0    10.0  \n",
+       "91431   N779NC     377    EWR  ATL     125.0       746  21.0    17.0  \n",
+       "91432   N827UA     695    LGA  ORD     130.0       733  21.0    20.0  \n",
+       "91436   N989AT     926    EWR  ATL     123.0       746  21.0    26.0  \n",
+       "91440   N912WN    3069    EWR  STL     168.0       872  21.0    29.0  \n",
+       "91444   N8588D    3681    LGA  GSP     116.0       610  21.0    41.0  \n",
+       "91446   N13202    4512    EWR  MSY     218.0      1167  21.0    41.0  \n",
+       "91448   N298PQ    3445    LGA  DSM     185.0      1031  21.0    45.0  \n",
+       "91449   N221WN     168    LGA  MDW     139.0       725  21.0    47.0  \n",
+       "91450   N33262    1224    EWR  LAX     366.0      2454  21.0    49.0  \n",
+       "91454   N814MQ    3374    JFK  RDU      78.0       427  21.0    57.0  \n",
+       "91455   N845UA     866    EWR  LAS     347.0      2227  21.0    58.0  \n",
+       "91456   N34110    4543    EWR  DSM     189.0      1017  21.0    59.0  \n",
+       "91457   N741SA    3691    EWR  MSY     198.0      1167  21.0    59.0  \n",
+       "91460   N585JB     499    LGA  MCO     141.0       950  22.0     4.0  \n",
+       "91462   N710EV    5287    LGA  MSN     138.0       812  22.0    13.0  \n",
+       "91463   N753EV    5268    LGA  CLT      90.0       544  22.0    26.0  \n",
+       "91465   N717EV    5298    LGA  OMA     193.0      1148  22.0    28.0  \n",
+       "91466   N391CA    5451    LGA  RIC      66.0       292  22.0    28.0  \n",
+       "91467   N192JB     105    JFK  ORD     149.0       740  22.0    29.0  \n",
+       "91468   N531MQ    3660    LGA  BNA     131.0       764  22.0    29.0  \n",
+       "91469   N12552    4106    EWR  GSO      83.0       445  22.0    30.0  \n",
+       "91470   N3738B     460    JFK  PHX     334.0      2153  22.0    32.0  \n",
+       "91471   N607AT    1159    LGA  CAK      69.0       397  22.0    33.0  \n",
+       "91472   N473UA     994    EWR  BOS      35.0       200  22.0    33.0  \n",
+       "91473   N508MQ    3384    LGA  CLT      93.0       544  22.0    34.0  \n",
+       "91474   N14543    4672    EWR  STL     167.0       872  22.0    39.0  \n",
+       "91475   N288WN    3494    EWR  MDW     133.0       711  22.0    41.0  \n",
+       "91477   N29906    4113    EWR  IND     129.0       645  22.0    48.0  \n",
+       "91478   N13914    4224    EWR  MKE     157.0       725  22.0    56.0  \n",
+       "91479   N12160    4361    EWR  TYS     106.0       631  22.0    59.0  \n",
+       "91482   N15574    3845    EWR  GSP     110.0       594  23.0     8.0  \n",
+       "91483   N15980    4131    EWR  RIC      60.0       277  23.0    10.0  \n",
+       "91484   N724EV    5311    LGA  BGR      48.0       378  23.0    20.0  \n",
+       "91485   N751EV    5079    LGA  MEM     170.0       963  23.0    27.0  \n",
+       "91486   N644JB    1371    LGA  FLL     155.0      1076  23.0    28.0  \n",
+       "91487   N14179    4085    EWR  OMA     199.0      1134  23.0    33.0  \n",
+       "91488   N16951    4088    LGA  CLE      77.0       419  23.0    39.0  \n",
+       "91489   N16546    3848    EWR  ROC      50.0       246  23.0    41.0  \n",
+       "91490   N274JB     234    JFK  BTV      42.0       266  23.0    42.0  \n",
+       "91493   N187JB    1816    JFK  SYR      41.0       209  24.0     0.0  \n",
+       "91552   N274JB     108    JFK  PWM      44.0       273   0.0    11.0  \n",
+       "91553   N613JB    1503    JFK  SJU     198.0      1598   2.0    11.0  \n",
+       "91705   N170US    2052    EWR  CLT     103.0       529   8.0    20.0  \n",
+       "91751   N33289    1456    LGA  IAH     214.0      1416   9.0     9.0  \n",
+       "91762   N722EV    5463    LGA  BNA     149.0       764   9.0    32.0  \n",
+       "91768   N152UW    1831    JFK  CLT     111.0       541   9.0    45.0  \n",
+       "91793   N5EEAA    1085    JFK  MIA     166.0      1089  10.0    29.0  \n",
+       "91806   N8533D    3769    EWR  CVG     114.0       569  10.0    48.0  \n",
+       "91807   N3JRAA      84    JFK  BOS      35.0       187  10.0    48.0  \n",
+       "91808   N917WN     876    LGA  MDW     136.0       725  10.0    48.0  \n",
+       "91810   N913XJ    2901    JFK  BOS      35.0       187  10.0    49.0  \n",
+       "91812   N831UA     676    EWR  BOS      38.0       200  10.0    54.0  \n",
+       "91814   N77430    1043    EWR  PHX     327.0      2133  10.0    55.0  \n",
+       "91815    N704X    2444    JFK  SJU     198.0      1598  10.0    56.0  \n",
+       "91826   N76529    1183    EWR  RSW     173.0      1068  11.0    13.0  \n",
+       "91828   N326NB    1174    LGA  PBI     168.0      1035  11.0    18.0  \n",
+       "91838   N324AA       1    JFK  LAX     366.0      2475  11.0    52.0  \n",
+       "91840   N348AA     179    JFK  SFO     372.0      2586  11.0    54.0  \n",
+       "91856   N4WMAA     325    LGA  ORD     135.0       733  12.0    23.0  \n",
+       "91859   N755EV    5309    LGA  BGR      48.0       378  12.0    34.0  \n",
+       "91862   N221WN     218    LGA  MKE     124.0       738  12.0    44.0  \n",
+       "91866   N996DL    1847    LGA  ATL     136.0       762  12.0    49.0  \n",
+       "91879   N967WN    1250    LGA  DEN     256.0      1620  13.0     4.0  \n",
+       "91886   N989DL    2219    LGA  MSP     162.0      1020  13.0    18.0  \n",
+       "91887   N913DE    1947    LGA  ATL     140.0       762  13.0    22.0  \n",
+       "91888   N418UA     312    LGA  IAH     226.0      1416  13.0    23.0  \n",
+       "91891   N997AT     275    LGA  ATL     139.0       762  13.0    28.0  \n",
+       "91893   N959UW    2146    LGA  BOS      41.0       184  13.0    30.0  \n",
+       "91896   N292PQ    3311    EWR  DTW      99.0       488  13.0    52.0  \n",
+       "91898   N710EV    5208    LGA  RIC      69.0       292  13.0    56.0  \n",
+       "91900   N73270    1071    LGA  DEN     256.0      1620  13.0    57.0  \n",
+       "91901   N353NW    1685    LGA  MCO     152.0       950  13.0    59.0  \n",
+       "91909   N758SW     172    LGA  MDW     134.0       725  14.0    11.0  \n",
+       "91910   N477UA     426    EWR  MIA     170.0      1085  14.0    11.0  \n",
+       "91920   N809JB    1401    JFK  FLL     168.0      1069  14.0    31.0  \n",
+       "91921   N848UA     273    EWR  DFW     238.0      1372  14.0    31.0  \n",
+       "91922   N517JB     431    LGA  SRQ     180.0      1047  14.0    35.0  \n",
+       "91923   N26210    1198    LGA  ORD     129.0       733  14.0    35.0  \n",
+       "91938   N14543    4434    EWR  MHT      39.0       209  14.0    55.0  \n",
+       "91940   N913XJ    2902    JFK  BOS      40.0       187  14.0    57.0  \n",
+       "91942   N598AA     331    LGA  ORD     127.0       733  15.0     3.0  \n",
+       "91944   N273JB     118    JFK  BOS      42.0       187  15.0     6.0  \n",
+       "91948   N281JB    1373    JFK  CHS     123.0       636  15.0    14.0  \n",
+       "91950   N67052    1611    EWR  IAH     208.0      1400  15.0    15.0  \n",
+       "91952   N16709    1280    LGA  IAH     241.0      1416  15.0    18.0  \n",
+       "91961   N655JB     927    EWR  MCO     151.0       937  15.0    36.0  \n",
+       "91962   N274JB     308    JFK  PWM      51.0       273  15.0    37.0  \n",
+       "91981   N750EV    5373    LGA  GSO      88.0       461  15.0    56.0  \n",
+       "91983   N662JB     477    JFK  JAX     138.0       828  16.0     0.0  \n",
+       "91987   N933MQ    2815    JFK  CLE      97.0       425  16.0     8.0  \n",
+       "92000   N717EV    5199    LGA  CHS     115.0       641  16.0    22.0  \n",
+       "92001   N758EV    5611    LGA  CHS     107.0       641  16.0    23.0  \n",
+       "92004   N178JB     581    JFK  HOU     249.0      1428  16.0    25.0  \n",
+       "92013   N369AA      85    JFK  SFO     376.0      2586  16.0    32.0  \n",
+       "92018   N991DL    1819    LGA  MSP     168.0      1020  16.0    33.0  \n",
+       "92023   N604LR    2907    JFK  BUF      78.0       301  16.0    40.0  \n",
+       "92024   N556JB     301    JFK  FLL     168.0      1069  16.0    40.0  \n",
+       "92026   N536UA     745    LGA  DEN     261.0      1620  16.0    40.0  \n",
+       "92027   N3KBAA      65    JFK  DFW     239.0      1391  16.0    41.0  \n",
+       "92028   N825AS    5713    LGA  IAD      59.0       229  16.0    41.0  \n",
+       "92031   N931DL    2181    LGA  MCO     155.0       950  16.0    43.0  \n",
+       "92035   N210WN     516    EWR  PHX     343.0      2133  16.0    49.0  \n",
+       "92047   N293PQ    2900    JFK  BNA     143.0       765  17.0     3.0  \n",
+       "92050   N847UA     333    EWR  ORD     129.0       719  17.0     7.0  \n",
+       "92055   N216JB    1729    JFK  RSW     183.0      1074  17.0    11.0  \n",
+       "92064   N931XJ    2917    JFK  DTW     100.0       509  17.0    23.0  \n",
+       "92066   N11107    4576    EWR  GRR     123.0       605  17.0    25.0  \n",
+       "92070   N605JB     573    EWR  TPA     173.0       997  17.0    31.0  \n",
+       "92073   N444UA     761    EWR  TPA     167.0       997  17.0    32.0  \n",
+       "92074   N319AA     133    JFK  LAX     361.0      2475  17.0    38.0  \n",
+       "92079   N272PQ    2933    JFK  RDU      86.0       427  17.0    44.0  \n",
+       "92084   N13566    4144    EWR  CHS     116.0       628  17.0    51.0  \n",
+       "92085   N653JB    1161    LGA  PBI     153.0      1035  17.0    53.0  \n",
+       "92088   N680MQ    3216    JFK  ORF      65.0       290  17.0    58.0  \n",
+       "92090   N657MQ    2963    JFK  CVG     118.0       589  18.0     1.0  \n",
+       "92097   N258JB     918    JFK  BOS      41.0       187  18.0     8.0  \n",
+       "92107   N187JB    1119    JFK  CLT     106.0       541  18.0    21.0  \n",
+       "92109   N630MQ    2949    JFK  BNA     143.0       765  18.0    21.0  \n",
+       "92113   N3ARAA     256    JFK  BOS      63.0       187  18.0    26.0  \n",
+       "92128   N39728    1195    LGA  ORD     130.0       733  18.0    47.0  \n",
+       "92129   N35260    1127    EWR  SFO     371.0      2565  18.0    48.0  \n",
+       "92131   N193JB    1407    JFK  IAD      54.0       228  18.0    51.0  \n",
+       "92137   N719SW    2960    LGA  BNA     139.0       764  18.0    55.0  \n",
+       "92139   N192JB    2302    JFK  BUF      73.0       301  18.0    56.0  \n",
+       "92149   N437UA     587    EWR  LAS     344.0      2227  19.0     2.0  \n",
+       "92153   N326NB    2370    LGA  PBI     164.0      1035  19.0     8.0  \n",
+       "92154   N597UA     535    JFK  LAX     356.0      2475  19.0     8.0  \n",
+       "92171   N345NB    1211    LGA  RSW     186.0      1080  19.0    25.0  \n",
+       "92176   N651JB     183    JFK  MCO     155.0       944  19.0    31.0  \n",
+       "92183   N659JB     543    EWR  PBI     165.0      1023  19.0    36.0  \n",
+       "92185   N913XJ    2904    JFK  BOS      67.0       187  19.0    37.0  \n",
+       "92191   N274JB    1185    JFK  RDU      87.0       427  19.0    44.0  \n",
+       "92192   N204FR     507    LGA  DEN     260.0      1620  19.0    46.0  \n",
+       "92194   N590UA     389    JFK  SFO     372.0      2586  19.0    48.0  \n",
+       "92196   N262WN     195    LGA  STL     156.0       888  19.0    51.0  \n",
+       "92197   N826UA     360    EWR  PBI     156.0      1023  19.0    53.0  \n",
+       "92201   N632VA      29    JFK  SFO     386.0      2586  19.0    59.0  \n",
+       "92202   N417UA     654    EWR  ORD     132.0       719  20.0     1.0  \n",
+       "92220   N440AS       5    EWR  SEA     344.0      2402  20.0    27.0  \n",
+       "92221   N380DA    1519    EWR  SLC     295.0      1969  20.0    27.0  \n",
+       "92233   N8970D    2960    JFK  CLE      91.0       425  20.0    50.0  \n",
+       "92234   N554JB     803    JFK  SJU     198.0      1598  20.0    55.0  \n",
+       "92247   N752EV    5298    LGA  OMA     185.0      1148  21.0    20.0  \n",
+       "92248   N4YCAA    1691    EWR  DFW     257.0      1372  21.0    22.0  \n",
+       "92250   N642VA     415    JFK  LAX     382.0      2475  21.0    24.0  \n",
+       "92251   N414WN     152    LGA  MKE     127.0       738  21.0    24.0  \n",
+       "92252   N707EV    5287    LGA  MSN     132.0       812  21.0    25.0  \n",
+       "92253   N443UA     308    EWR  IAH     215.0      1400  21.0    26.0  \n",
+       "92261   N37466    1703    EWR  BOS      38.0       200  21.0    43.0  \n",
+       "92264   N599JB    1295    JFK  AUS     261.0      1521  21.0    52.0  \n",
+       "92267   N921XJ    4277    LGA  CVG     114.0       585  22.0     1.0  \n",
+       "92269   N487UA     994    EWR  BOS      40.0       200  22.0    10.0  \n",
+       "92270   N258JB    2680    EWR  BOS      38.0       200  22.0    12.0  \n",
+       "92274   N629JB     327    EWR  MCO     144.0       937  22.0    28.0  \n",
+       "92275   N702TW    2070    JFK  SJU     197.0      1598  22.0    30.0  \n",
+       "92276   N17984    3819    EWR  CVG     117.0       569  22.0    34.0  \n",
+       "92277   N608QX    4885    LGA  ILM      79.0       500  22.0    35.0  \n",
+       "92279   N48901    5846    EWR  JAX     135.0       820  22.0    38.0  \n",
+       "92280   N37422    1225    EWR  PBI     150.0      1023  22.0    47.0  \n",
+       "92281   N663JB     527    EWR  MCO     148.0       937  22.0    57.0  \n",
+       "92285   N13566    4370    EWR  CHS     106.0       628  23.0    32.0  \n",
+       "92286   N14158    4119    EWR  RIC      52.0       277  23.0    33.0  \n",
+       "92288   N192JB     105    JFK  ORD     141.0       740  23.0    48.0  \n",
+       "92638   N11535    4424    EWR  RDU      81.0       416   7.0    58.0  \n",
+       "92726   N913XJ    2932    JFK  RDU      83.0       427   9.0    11.0  \n",
+       "92728   N14558    4691    EWR  DAY     107.0       533   9.0    16.0  \n",
+       "92852   N906XJ    3528    LGA  JAX     141.0       833  11.0    56.0  \n",
+       "92867   N970DL     499    JFK  FLL     170.0      1069  12.0    10.0  \n",
+       "92898   N412UA     249    EWR  TPA     154.0       997  12.0    55.0  \n",
+       "92921   N823UA     274    EWR  LAX     335.0      2454  13.0    20.0  \n",
+       "92934   N301NB    1785    LGA  PBI     163.0      1035  13.0    33.0  \n",
+       "92955   N13118    4292    EWR  MSY     191.0      1167  13.0    58.0  \n",
+       "93005   N3ATAA    1256    LGA  MIA     165.0      1096  14.0    53.0  \n",
+       "93008   N14920    4175    EWR  AVL     100.0       583  14.0    53.0  \n",
+       "93041   N12924    4687    EWR  CVG     122.0       569  15.0    22.0  \n",
+       "93066   N16546    5948    EWR  ALB      33.0       143  15.0    44.0  \n",
+       "93109   N14904    4377    EWR  JAX     134.0       820  16.0    25.0  \n",
+       "93115   N297PQ    2903    JFK  BOS      39.0       187  16.0    29.0  \n",
+       "93173   N937XJ    4276    LGA  RIC      67.0       292  17.0    20.0  \n",
+       "93199   N760EV    5302    LGA  SYR      38.0       198  17.0    42.0  \n",
+       "93203   N849VA      27    JFK  SFO     353.0      2586  17.0    50.0  \n",
+       "93214   N295PQ    3357    LGA  BNA     145.0       764  17.0    59.0  \n",
+       "93235   N665JB     305    EWR  FLL     162.0      1065  18.0    20.0  \n",
+       "93259   N5CRAA    2351    JFK  MIA     162.0      1089  18.0    41.0  \n",
+       "93266   N19554    4695    EWR  RDU      75.0       416  18.0    47.0  \n",
+       "93282   N26123    1109    EWR  MCO     157.0       937  18.0    57.0  \n",
+       "93293   N12109    1600    EWR  LAX     333.0      2454  19.0    15.0  \n",
+       "93314   N13133    4382    EWR  DTW      93.0       488  19.0    28.0  \n",
+       "93316   N10575    4195    EWR  BNA     153.0       748  19.0    31.0  \n",
+       "93353   N429UA     485    EWR  DEN     227.0      1605  20.0    20.0  \n",
+       "93370   N4XCAA    1691    EWR  DFW     235.0      1372  20.0    49.0  \n",
+       "93377   N27152    4543    EWR  DSM     172.0      1017  20.0    55.0  \n",
+       "93379   N16541    4131    EWR  RIC      55.0       277  20.0    55.0  \n",
+       "93380   N566UW    2039    LGA  CLT      94.0       544  20.0    55.0  \n",
+       "93387   N760EV    5079    LGA  MEM     180.0       963  20.0    59.0  \n",
+       "93391   N454UA     312    EWR  SAN     322.0      2425  21.0     4.0  \n",
+       "93399   N8683B    4033    LGA  TYS     113.0       647  21.0    14.0  \n",
+       "93405   N13118    4204    EWR  OKC     213.0      1325  21.0    32.0  \n",
+       "93412   N346JB     418    JFK  BOS      38.0       187  21.0    44.0  \n",
+       "93450   N851UA     522    EWR  BDL      29.0       116   0.0    44.0  \n",
+       "93646   N671UA     652    EWR  IAH     197.0      1400   8.0    33.0  \n",
+       "93653   N37474    1455    EWR  LAX     338.0      2454   8.0    37.0  \n",
+       "93785   N710UW    1711    LGA  CLT      91.0       544  11.0    17.0  \n",
+       "93800   N296PQ    2932    JFK  RDU      76.0       427  11.0    34.0  \n",
+       "93801   N761ND    5208    LGA  RIC      57.0       292  11.0    36.0  \n",
+       "93809   N906XJ    3493    LGA  SRQ     146.0      1047  11.0    46.0  \n",
+       "93886   N466UA     380    LGA  IAH     202.0      1416  13.0     8.0  \n",
+       "93901   N608QX    5599    LGA  ROC      50.0       254  13.0    33.0  \n",
+       "93935   N730EV    5373    LGA  GSO      71.0       461  14.0    20.0  \n",
+       "93944   N627JB     505    EWR  FLL     145.0      1065  14.0    29.0  \n",
+       "93957   N604AW     456    JFK  PHX     306.0      2153  14.0    41.0  \n",
+       "94027   N830AS    5712    JFK  IAD      52.0       228  15.0    39.0  \n",
+       "94039   N707EV    5259    LGA  MSN     132.0       812  15.0    49.0  \n",
+       "94066   N914XJ    2913    JFK  DCA      51.0       213  16.0     9.0  \n",
+       "94068   N535MQ    3669    LGA  ATL     106.0       762  16.0    11.0  \n",
+       "94103   N11176    4576    EWR  GRR     105.0       605  16.0    48.0  \n",
+       "94146   N935AT     652    EWR  ATL     109.0       746  17.0    19.0  \n",
+       "94151   N328AA     133    JFK  LAX     338.0      2475  17.0    24.0  \n",
+       "94154   N773SA    3778    EWR  DEN     241.0      1605  17.0    24.0  \n",
+       "94165   N519JB    1161    LGA  PBI     141.0      1035  17.0    33.0  \n",
+       "94233   N37277    1480    EWR  SFO     353.0      2565  18.0    47.0  \n",
+       "94238   N5CKAA     177    JFK  SFO     351.0      2586  18.0    50.0  \n",
+       "94242   N659JB     135    JFK  PHX     305.0      2153  18.0    53.0  \n",
+       "94271   N38446    1022    EWR  LAX     356.0      2454  19.0    22.0  \n",
+       "94295   N467UA     375    EWR  SEA     368.0      2402  19.0    36.0  \n",
+       "94352   N509JB     201    JFK  FLL     147.0      1069  20.0    47.0  \n",
+       "94358   N38424    1269    EWR  PBI     136.0      1023  20.0    53.0  \n",
+       "94374   N37422    1703    EWR  BOS      41.0       200  21.0    16.0  \n",
+       "94384   N507MQ    3604    EWR  ORD       NaN       719  21.0    35.0  \n",
+       "94393   N229JB    1677    JFK  JAX     120.0       828  22.0     1.0  \n",
+       "94402   N523MQ    3473    LGA  ATL     108.0       762  22.0    38.0  \n",
+       "94403   N281JB     702    JFK  BUF      69.0       301  22.0    49.0  \n",
+       "94408   N13124    4565    EWR  SYR      41.0       195  23.0    41.0  \n",
+       "94409   N375JB     108    JFK  PWM      54.0       273  23.0    56.0  \n",
+       "94416   N901XJ    3525    LGA  SYR      37.0       198   1.0    20.0  \n",
+       "94574   N15572    4150    EWR  CVG     100.0       569   7.0    58.0  \n",
+       "94656   N621JB    1717    LGA  TPA     143.0      1010   9.0     0.0  \n",
+       "94664   N14904    3817    EWR  BUF      58.0       282   9.0     8.0  \n",
+       "94665   N922XJ    2932    JFK  RDU      71.0       427   9.0     9.0  \n",
+       "94718   N323JB     219    JFK  CLT      86.0       541  10.0    13.0  \n",
+       "94765   N830AS    5736    LGA  IAD      46.0       229  11.0    24.0  \n",
+       "94800   N12145    4711    EWR  STL     146.0       872  12.0     9.0  \n",
+       "94821   N11535    5814    EWR  MKE     134.0       725  12.0    39.0  \n",
+       "94856   N943WN    3566    LGA  BNA     125.0       764  13.0     8.0  \n",
+       "94857   N832MQ    3386    JFK  DCA      47.0       213  13.0    10.0  \n",
+       "94877   N13949    5795    EWR  PIT      62.0       319  13.0    38.0  \n",
+       "94900   N740EV    5273    LGA  PIT      62.0       335  13.0    59.0  \n",
+       "94919   N925XJ    3311    EWR  DTW      92.0       488  14.0    35.0  \n",
+       "95021   N621JB    1171    LGA  FLL     154.0      1076  15.0    55.0  \n",
+       "95136   N324JB    1801    JFK  FLL     149.0      1069  17.0    34.0  \n",
+       "95142   N612JB     505    EWR  FLL     151.0      1065  17.0    41.0  \n",
+       "95149   N13949    4705    EWR  ATL     119.0       746  17.0    46.0  \n",
+       "95151   N359NB     884    LGA  DEN     239.0      1620  17.0    47.0  \n",
+       "95183   N512MJ    3771    LGA  IAD      47.0       229  18.0    20.0  \n",
+       "95242   N819UA     360    EWR  PBI     150.0      1023  19.0    14.0  \n",
+       "95272   N740EV    5314    EWR  DTW      87.0       488  19.0    48.0  \n",
+       "95320   N933AT    2042    EWR  ATL     119.0       746  20.0    42.0  \n",
+       "95321   N989AT     377    EWR  ATL     112.0       746  20.0    43.0  \n",
+       "95358   N597UA     314    JFK  LAX     357.0      2475  21.0    51.0  \n",
+       "95364   N8943A    3681    LGA  GSP     100.0       610  21.0    59.0  \n",
+       "95368   N33264    1224    EWR  LAX     326.0      2454  22.0    17.0  \n",
+       "95387   N8541D    2959    JFK  SYR      45.0       209   0.0    11.0  \n",
+       "95389   N536JB      71    JFK  SLC     277.0      1990   0.0    28.0  \n",
+       "95390   N228JB     702    JFK  BUF      66.0       301   0.0    28.0  \n",
+       "95391   N307JB    1677    JFK  JAX     145.0       828   0.0    35.0  \n",
+       "95457   N565UW     883    EWR  CLT      90.0       529   7.0    20.0  \n",
+       "95470   N8305E    3848    LGA  MDW     124.0       725   7.0    32.0  \n",
+       "95530   N939DL    2391    JFK  TPA     173.0      1005   8.0    30.0  \n",
+       "95581   N17185    4380    EWR  MSP     159.0      1008   9.0    29.0  \n",
+       "95604   N404UA     354    EWR  IAH     231.0      1400  10.0     6.0  \n",
+       "95649   N931DL    2098    LGA  MIA     169.0      1096  11.0    20.0  \n",
+       "95650   N14153    5814    EWR  IAD      43.0       212  11.0    23.0  \n",
+       "95720   N785SW    3588    EWR  DEN     225.0      1605  13.0    40.0  \n",
+       "95725   N985AT     251    LGA  ATL     130.0       762  13.0    46.0  \n",
+       "95727   N475WN    2375    LGA  HOU     245.0      1428  13.0    53.0  \n",
+       "95738   N849UA     394    EWR  SFO     336.0      2565  14.0     6.0  \n",
+       "95743   N69059      15    EWR  HNL     590.0      4963  14.0    20.0  \n",
+       "95746   N936XJ    2901    JFK  BOS      34.0       187  14.0    25.0  \n",
+       "95785   N66057    1451    EWR  IAH     208.0      1400  15.0    38.0  \n",
+       "95792   N902DE     781    LGA  ATL     125.0       762  15.0    50.0  \n",
+       "95794   N23721    1186    EWR  MIA     165.0      1085  15.0    52.0  \n",
+       "95799   N520MQ    3425    JFK  DCA      49.0       213  15.0    57.0  \n",
+       "95807   N630AA    2285    JFK  MCO     155.0       944  16.0    12.0  \n",
+       "95808   N893AT     323    LGA  CAK      72.0       397  16.0    14.0  \n",
+       "95809   N306JB     286    JFK  ROC      51.0       264  16.0    18.0  \n",
+       "95812   N5FHAA     145    JFK  MIA     173.0      1089  16.0    23.0  \n",
+       "95822   N922XJ    2918    JFK  IND     115.0       665  16.0    46.0  \n",
+       "95824   N660DL    2347    LGA  ATL     137.0       762  16.0    53.0  \n",
+       "95832   N452UA     332    EWR  CLE      70.0       404  17.0     3.0  \n",
+       "95836   N789SW    1403    LGA  MDW     119.0       725  17.0    13.0  \n",
+       "95839   N921AT     559    LGA  ATL     138.0       762  17.0    21.0  \n",
+       "95847   N639MQ    2815    JFK  CLE      88.0       425  17.0    31.0  \n",
+       "95849   N304JB     581    JFK  HOU     240.0      1428  17.0    36.0  \n",
+       "95852   N633JB    1161    LGA  PBI     164.0      1035  17.0    47.0  \n",
+       "95853   N718TW     424    JFK  LAX     321.0      2475  17.0    47.0  \n",
+       "95854   N973DL    2231    LGA  DTW      88.0       502  17.0    51.0  \n",
+       "95856   N819AY    2946    JFK  PHL      43.0        94  17.0    55.0  \n",
+       "95867   N298JB    1729    JFK  RSW     189.0      1074  18.0    26.0  \n",
+       "95869   N512MQ    3530    LGA  DTW      94.0       502  18.0    26.0  \n",
+       "95870   N604LR    2917    JFK  DTW      90.0       509  18.0    27.0  \n",
+       "95871   N5DVAA      95    JFK  SJU     186.0      1598  18.0    27.0  \n",
+       "95872   N554AA     343    LGA  ORD     117.0       733  18.0    29.0  \n",
+       "95874   N555AY     894    LGA  CLT     101.0       544  18.0    35.0  \n",
+       "95875   N8506C    2944    JFK  ROC      51.0       264  18.0    38.0  \n",
+       "95877   N183JB    2302    JFK  BUF      56.0       301  18.0    44.0  \n",
+       "95878   N832AY    2941    JFK  RIC      68.0       288  18.0    47.0  \n",
+       "95881   N906XJ    2903    JFK  BOS       NaN       187  18.0    50.0  \n",
+       "95885   N307JB    1734    JFK  BTV      47.0       266  19.0     1.0  \n",
+       "95888   N336NB    2147    LGA  ATL     127.0       762  19.0     2.0  \n",
+       "95889   N928MQ    3216    JFK  ORF      75.0       290  19.0     5.0  \n",
+       "95890   N595JB      89    JFK  SAN     322.0      2446  19.0     6.0  \n",
+       "95894   N296PQ    2913    JFK  DCA      60.0       213  19.0    14.0  \n",
+       "95895   N902WN    4161    LGA  MDW     118.0       725  19.0    14.0  \n",
+       "95896   N293PQ    2927    JFK  ORD       NaN       740  19.0    19.0  \n",
+       "95897   N648MQ    2949    JFK  BNA       NaN       765  19.0    20.0  \n",
+       "95899   N357AA    2351    JFK  MIA     167.0      1089  19.0    28.0  \n",
+       "95900   N210FR     507    LGA  DEN     222.0      1620  19.0    30.0  \n",
+       "95905   N312US    2500    JFK  ATL     138.0       760  19.0    44.0  \n",
+       "95907   N931XJ    2933    JFK  RDU       NaN       427  19.0    54.0  \n",
+       "95911   N524JB     201    JFK  FLL     172.0      1069  20.0    14.0  \n",
+       "95914   N3BBAA    2437    LGA  MIA     173.0      1096  20.0    30.0  \n",
+       "95916   N3758Y     438    JFK  SAN     320.0      2446  20.0    35.0  \n",
+       "95919   N520MQ    3535    JFK  CMH      84.0       483  20.0    47.0  \n",
+       "95920   N3GBAA     235    JFK  SEA     350.0      2422  20.0    51.0  \n",
+       "95921   N409AS       5    EWR  SEA     338.0      2402  20.0    56.0  \n",
+       "95925   N3745B     436    JFK  DEN     233.0      1626  21.0    32.0  \n",
+       "95926   N156DL     427    JFK  LAX     335.0      2475  21.0    42.0  \n",
+       "95928   N216JB    2202    JFK  BUF      63.0       301  21.0    47.0  \n",
+       "95929   N8683B    2954    JFK  CHS     114.0       636  21.0    49.0  \n",
+       "95930   N621JB     803    JFK  SJU     193.0      1598  21.0    49.0  \n",
+       "95934   N583JB     883    JFK  MCO     157.0       944  22.0    13.0  \n",
+       "95937   N659JB      65    JFK  ABQ     259.0      1826  22.0    23.0  \n",
+       "95938   N591JB     523    JFK  LAX     337.0      2475  22.0    44.0  \n",
+       "95939   N936XJ    2911    JFK  CVG      99.0       589  22.0    55.0  \n",
+       "95940   N979DL    2159    JFK  MCO     159.0       944  23.0     6.0  \n",
+       "95941   N361NW    2594    JFK  SAT     270.0      1587  23.0     8.0  \n",
+       "95942   N508JB     499    LGA  MCO     160.0       950  23.0    11.0  \n",
+       "95943   N960DL    2599    JFK  BOS       NaN       187  23.0    13.0  \n",
+       "95944   N768JB     915    JFK  SFO     351.0      2586  23.0    16.0  \n",
+       "95947   N292JB    1201    JFK  FLL     172.0      1069  23.0    39.0  \n",
+       "95949   N337JB     105    JFK  ORD     122.0       740  23.0    50.0  \n",
+       "95950   N930XJ    2914    JFK  DCA      55.0       213  23.0    52.0  \n",
+       "95951   N203JB     486    JFK  ROC      64.0       264  23.0    59.0  \n",
+       "96078   N292JB     108    JFK  PWM      43.0       273   0.0    39.0  \n",
+       "96093   N635AA    2437    LGA  MIA     165.0      1096   6.0    25.0  \n",
+       "96189   N324JB     885    JFK  RDU      88.0       427   8.0    57.0  \n",
+       "96199   N5FEAA     936    JFK  STT     199.0      1623   9.0     8.0  \n",
+       "96212   N3CVAA      84    JFK  BOS      35.0       187   9.0    23.0  \n",
+       "96213   N293PQ    2935    JFK  PIT      67.0       340   9.0    24.0  \n",
+       "96216   N659JB    1783    JFK  MCO     166.0       944   9.0    25.0  \n",
+       "96219   N959DL    2087    JFK  FLL     178.0      1069   9.0    26.0  \n",
+       "96224   N812MQ    3370    JFK  DCA      47.0       213   9.0    34.0  \n",
+       "96230   N16713    1454    LGA  IAH     218.0      1416   9.0    43.0  \n",
+       "96231   N834AY    2937    JFK  CHS     116.0       636   9.0    44.0  \n",
+       "96249   N39463    1149    EWR  PBI     170.0      1023  10.0     7.0  \n",
+       "96256   N558JB     795    JFK  AUS     220.0      1521  10.0    14.0  \n",
+       "96277   N516JB    1701    JFK  FLL     181.0      1069  10.0    46.0  \n",
+       "96284   N66056      15    EWR  HNL     597.0      4963  10.0    52.0  \n",
+       "96301   N3DSAA    1131    LGA  DFW     195.0      1389  11.0    27.0  \n",
+       "96313   N306JB    2602    JFK  BUF      63.0       301  11.0    51.0  \n",
+       "96333   N752EV    5309    LGA  BGR      56.0       378  12.0    12.0  \n",
+       "96357   N594JB     323    JFK  LAX     338.0      2475  12.0    56.0  \n",
+       "96391   N5DLAA    1697    JFK  MIA     173.0      1089  13.0    29.0  \n",
+       "96394   N323JB     316    JFK  SYR      47.0       209  13.0    39.0  \n",
+       "96401   N317JB    2380    EWR  BOS      42.0       200  13.0    44.0  \n",
+       "96402   N266JB    1386    JFK  ROC      55.0       264  13.0    45.0  \n",
+       "96427   N649JB    1639    LGA  RSW     180.0      1080  14.0    15.0  \n",
+       "96432   N11535    5796    EWR  CLT      97.0       529  14.0    22.0  \n",
+       "96437   N793JB     383    JFK  MCO     165.0       944  14.0    27.0  \n",
+       "96453   N11539    4434    EWR  MHT      36.0       209  14.0    49.0  \n",
+       "96481   N3CVAA     178    JFK  BOS      35.0       187  15.0     9.0  \n",
+       "96487   N8974C    3526    LGA  SDF     114.0       659  15.0    17.0  \n",
+       "96491   N358JB     118    JFK  BOS      40.0       187  15.0    20.0  \n",
+       "96497   N304JB     308    JFK  PWM      44.0       273  15.0    25.0  \n",
+       "96524   N13958    4596    EWR  STL     141.0       872  15.0    50.0  \n",
+       "96526   N703JB     325    JFK  TPA     170.0      1005  15.0    53.0  \n",
+       "96550   N306JB     581    JFK  HOU     220.0      1428  16.0    21.0  \n",
+       "96553   N814MQ    3493    LGA  CLE      76.0       419  16.0    22.0  \n",
+       "96554   N931XJ    2903    JFK  BOS      44.0       187  16.0    25.0  \n",
+       "96563   N942MQ    2815    JFK  CLE      81.0       425  16.0    28.0  \n",
+       "96564   N643MQ    2793    JFK  CMH      86.0       483  16.0    29.0  \n",
+       "96579   N845MQ    3359    JFK  RDU      76.0       427  16.0    38.0  \n",
+       "96586   N712TW     419    JFK  SEA     348.0      2422  16.0    47.0  \n",
+       "96590   N339AA     133    JFK  LAX     340.0      2475  16.0    53.0  \n",
+       "96633   N565JB    1171    LGA  FLL     174.0      1076  17.0    26.0  \n",
+       "96653   N266JB    2302    JFK  BUF      63.0       301  17.0    50.0  \n",
+       "96658   N453UA     375    EWR  SEA     351.0      2402  17.0    55.0  \n",
+       "96667   N617AA      95    JFK  SJU     204.0      1598  18.0     1.0  \n",
+       "96675   N8930E    3335    EWR  CVG     100.0       569  18.0    14.0  \n",
+       "96681   N14974    4144    EWR  CHS     120.0       628  18.0    17.0  \n",
+       "96690   N5FMAA     145    JFK  MIA     170.0      1089  18.0    26.0  \n",
+       "96695   N337JB     918    JFK  BOS      47.0       187  18.0    27.0  \n",
+       "96699   N516JB    1161    LGA  PBI     162.0      1035  18.0    31.0  \n",
+       "96707   N173US    1995    LGA  CLT      92.0       544  18.0    33.0  \n",
+       "96712   N3758Y    2595    JFK  PDX     372.0      2454  18.0    39.0  \n",
+       "96720   N187JB    2580    EWR  BOS      42.0       200  18.0    48.0  \n",
+       "96734   N421UA     587    EWR  LAS     313.0      2227  18.0    59.0  \n",
+       "96737   N304JB    1185    JFK  RDU      69.0       427  19.0     2.0  \n",
+       "96746   N11535    5678    EWR  CVG     107.0       569  19.0    15.0  \n",
+       "96751   N3CVAA     256    JFK  BOS      40.0       187  19.0    26.0  \n",
+       "96767   N600QX    5314    EWR  DTW      85.0       488  19.0    36.0  \n",
+       "96768   N632JB     299    LGA  MCO     151.0       950  19.0    37.0  \n",
+       "96783   N584JB     183    JFK  MCO     153.0       944  19.0    55.0  \n",
+       "96789   N613JB     543    EWR  PBI     156.0      1023  19.0    59.0  \n",
+       "96791   N183JB    2202    JFK  BUF      58.0       301  20.0     2.0  \n",
+       "96797   N751EV    5287    LGA  MSN     120.0       812  20.0    11.0  \n",
+       "96799   N402UA     693    LGA  ORD     115.0       733  20.0    17.0  \n",
+       "96800   N16987    4300    EWR  RIC      51.0       277  20.0    18.0  \n",
+       "96808   N345AA    2351    JFK  MIA     167.0      1089  20.0    26.0  \n",
+       "96815   N3KVAA     235    JFK  SEA     349.0      2422  20.0    37.0  \n",
+       "96820   N527MQ    3535    JFK  CMH      78.0       483  20.0    44.0  \n",
+       "96828   N327AA     177    JFK  SFO     371.0      2586  20.0    59.0  \n",
+       "96842   N845MQ    3374    JFK  RDU      74.0       427  21.0    13.0  \n",
+       "96845   N587JB     161    JFK  SMF     356.0      2521  21.0    18.0  \n",
+       "96854   N793JB     883    JFK  MCO     158.0       944  21.0    39.0  \n",
+       "96855   N629JB      65    JFK  ABQ     256.0      1826  21.0    40.0  \n",
+       "96860   N36476    1269    EWR  PBI     152.0      1023  21.0    49.0  \n",
+       "96865   N649JB    1295    JFK  AUS     216.0      1521  21.0    55.0  \n",
+       "96872   N87531    1464    EWR  CLE      70.0       404  22.0    20.0  \n",
+       "96876   N266JB     105    JFK  ORD     123.0       740  22.0    38.0  \n",
+       "96881   N597JB     523    JFK  LAX     343.0      2475  22.0    51.0  \n",
+       "96883   N821JB     803    JFK  SJU     219.0      1598  22.0    56.0  \n",
+       "96884   N746JB     915    JFK  SFO     364.0      2586  22.0    58.0  \n",
+       "96885   N752EV    5451    LGA  RIC      51.0       292  22.0    58.0  \n",
+       "96886   N337JB    2680    EWR  BOS      41.0       200  23.0     2.0  \n",
+       "96887   N216JB     705    EWR  FLL     166.0      1065  23.0     4.0  \n",
+       "96888   N829AS    5714    JFK  IAD      46.0       228  23.0    11.0  \n",
+       "96889   N598JB    1201    JFK  FLL     167.0      1069  23.0    24.0  \n",
+       "96891   N963DL    2147    LGA  ATL     113.0       762  23.0    36.0  \n",
+       "96892   N323JB    1677    JFK  JAX     139.0       828  23.0    40.0  \n",
+       "96893   N273JB     418    JFK  BOS      36.0       187  23.0    44.0  \n",
+       "96895   N536JB     718    JFK  BOS      34.0       187  23.0    59.0  \n",
+       "96958   N267JB    1816    JFK  SYR      45.0       209   0.0     2.0  \n",
+       "96960   N793JB     718    JFK  BOS      37.0       187   0.0    20.0  \n",
+       "97060   N827AS    5747    LGA  IAD      46.0       229   7.0    19.0  \n",
+       "97138   N828AS    5716    JFK  IAD      54.0       228   8.0    20.0  \n",
+       "97247   N809JB      15    JFK  SFO     370.0      2586  10.0     3.0  \n",
+       "97269   N570JB    1701    JFK  FLL     166.0      1069  10.0    26.0  \n",
+       "97295   N960DL    1847    LGA  ATL     120.0       762  11.0     2.0  \n",
+       "97307   N190JB     518    JFK  BOS      35.0       187  11.0    27.0  \n",
+       "97324   N3JEAA    2335    LGA  MIA     165.0      1096  11.0    50.0  \n",
+       "97355   N26549    4633    EWR  BTV      50.0       266  12.0    22.0  \n",
+       "97392   N11535    4187    EWR  BNA     122.0       748  12.0    59.0  \n",
+       "97401   N546MQ    3230    JFK  DCA      52.0       213  13.0     8.0  \n",
+       "97415   N979AT    1151    EWR  DTW      84.0       488  13.0    37.0  \n",
+       "97440   N796JB     383    JFK  MCO     144.0       944  14.0     7.0  \n",
+       "97470   N512MQ    3689    LGA  DTW       NaN       502  14.0    46.0  \n",
+       "97478   N13913    4118    EWR  DTW      88.0       488  14.0    53.0  \n",
+       "97505   N741EV    5189    LGA  CMH      85.0       479  15.0    12.0  \n",
+       "97508   N709JB     505    EWR  FLL     169.0      1065  15.0    14.0  \n",
+       "97539   N965DL    1819    LGA  MSP     159.0      1020  15.0    42.0  \n",
+       "97547   N14174    4104    EWR  BNA     114.0       748  15.0    50.0  \n",
+       "97564   N14143    4136    EWR  IAD      42.0       212  16.0     0.0  \n",
+       "97569   N11109    4572    EWR  GSP     100.0       594  16.0     8.0  \n",
+       "97590   N7734H     172    LGA  MDW     116.0       725  16.0    29.0  \n",
+       "97598   N588JB     301    JFK  FLL     159.0      1069  16.0    36.0  \n",
+       "97641   N546MQ    3425    JFK  DCA      56.0       213  17.0    11.0  \n",
+       "97645   N903XJ    2933    JFK  RDU      71.0       427  17.0    17.0  \n",
+       "97659   N778SW    2806    LGA  HOU     209.0      1428  17.0    25.0  \n",
+       "97660   N919XJ    2922    JFK  MSP     151.0      1029  17.0    27.0  \n",
+       "97666   N299PQ    2900    JFK  BNA     115.0       765  17.0    33.0  \n",
+       "97676   N14186    4705    EWR  ATL     116.0       746  17.0    45.0  \n",
+       "97679   N328AA     117    JFK  LAX     331.0      2475  17.0    47.0  \n",
+       "97699   N297WN     356    LGA  DEN     233.0      1620  18.0     4.0  \n",
+       "97701   N570JB    1161    LGA  PBI     159.0      1035  18.0     7.0  \n",
+       "97712   N979AT    1518    EWR  DTW      84.0       488  18.0    16.0  \n",
+       "97724   N3JPAA     256    JFK  BOS      41.0       187  18.0    31.0  \n",
+       "97748   N11535    4299    EWR  DCA      43.0       199  18.0    56.0  \n",
+       "97772   N369NB    2370    LGA  PBI     168.0      1035  19.0    24.0  \n",
+       "97782   N313US    1519    EWR  SLC     282.0      1969  19.0    28.0  \n",
+       "97789   N810UA     360    EWR  PBI     156.0      1023  19.0    31.0  \n",
+       "97795   N3GLAA     119    EWR  LAX     338.0      2454  19.0    34.0  \n",
+       "97800   N187JB    2202    JFK  BUF      59.0       301  19.0    40.0  \n",
+       "97810   N760EV    5314    EWR  DTW      80.0       488  19.0    49.0  \n",
+       "97822   N341NB    2139    LGA  MIA     161.0      1096  20.0     3.0  \n",
+       "97824   N983DL     325    LGA  ATL     114.0       762  20.0     9.0  \n",
+       "97832   N712EV    5268    LGA  CLT      87.0       544  20.0    16.0  \n",
+       "97836   N14116    4202    EWR  STL     138.0       872  20.0    27.0  \n",
+       "97840   N741EV    5274    LGA  BNA     116.0       764  20.0    29.0  \n",
+       "97881   N546MQ    3535    JFK  CMH      82.0       483  21.0    15.0  \n",
+       "97882   N916XJ    3445    LGA  DSM     158.0      1031  21.0    17.0  \n",
+       "97887   N913DL    1485    LGA  MCO     145.0       950  21.0    26.0  \n",
+       "97892   N13132    4085    EWR  OMA     171.0      1134  21.0    33.0  \n",
+       "97897   N335AA     181    JFK  LAX     347.0      2475  21.0    50.0  \n",
+       "97913   N389AA     185    JFK  LAX     334.0      2475  23.0     8.0  \n",
+       "97922   N750EV    5311    LGA  BGR      55.0       378   0.0     8.0  \n",
+       "97923   N615JB     225    JFK  TPA     145.0      1005   0.0    10.0  \n",
+       "97924   N228JB    1407    JFK  IAD      54.0       228   0.0    12.0  \n",
+       "97925   N659JB    1371    LGA  FLL     152.0      1076   0.0    14.0  \n",
+       "97926   N348JB    1816    JFK  SYR      47.0       209   0.0    14.0  \n",
+       "97927   N229JB    1677    JFK  JAX     123.0       828   0.0    29.0  \n",
+       "97928   N14573    4516    EWR  ROC      46.0       246   0.0    36.0  \n",
+       "97929   N329JB    2002    JFK  BUF      57.0       301   0.0    38.0  \n",
+       "97930   N435WN     168    LGA  MDW     105.0       725   0.0    38.0  \n",
+       "97933   N17984    4565    EWR  SYR      36.0       195   0.0    52.0  \n",
+       "97934   N909EV    5714    JFK  IAD      44.0       228   3.0    53.0  \n",
+       "98014   N5EMAA     172    EWR  MIA     145.0      1085   7.0     5.0  \n",
+       "98051   N561UW    1989    EWR  CLT      87.0       529   7.0    46.0  \n",
+       "98080   N566UA     343    LGA  DEN     223.0      1620   8.0     8.0  \n",
+       "98109   N673UA     559    EWR  IAH     196.0      1400   8.0    41.0  \n",
+       "98117   N520MQ    3066    JFK  TPA     149.0      1005   8.0    47.0  \n",
+       "98122   N955DL    1547    LGA  ATL     124.0       762   8.0    53.0  \n",
+       "98158   N569UA     561    LGA  DEN     228.0      1620   9.0    28.0  \n",
+       "98159   N817MQ    3272    LGA  CLE      75.0       419   9.0    29.0  \n",
+       "98163   N926XJ    2916    JFK  DTW      89.0       509   9.0    38.0  \n",
+       "98168   N818MQ    3370    JFK  DCA      49.0       213   9.0    48.0  \n",
+       "98186   N646JB      27    EWR  MCO     144.0       937  10.0     8.0  \n",
+       "98188   N516MQ    3419    LGA  ATL     123.0       762  10.0    10.0  \n",
+       "98215   N1EAMQ    3407    LGA  CMH      80.0       479  10.0    38.0  \n",
+       "98227   N402WN     218    LGA  MKE     110.0       738  10.0    59.0  \n",
+       "98231   N608JB     583    JFK  MCO     150.0       944  11.0     7.0  \n",
+       "98235   N298PQ    4274    LGA  MKE     113.0       738  11.0    14.0  \n",
+       "98247   N978AT     807    EWR  ATL     119.0       746  11.0    38.0  \n",
+       "98251   N323JB     116    JFK  SYR      49.0       209  11.0    44.0  \n",
+       "98269   N702UW    2177    LGA  DCA      48.0       214  12.0    10.0  \n",
+       "98294   N531MQ    3644    LGA  ATL     117.0       762  13.0     2.0  \n",
+       "98296   N76065      15    EWR  HNL     588.0      4963  13.0     3.0  \n",
+       "98301   N258JB    2380    EWR  BOS      47.0       200  13.0    12.0  \n",
+       "98308   N526MQ    3404    LGA  RDU      72.0       431  13.0    20.0  \n",
+       "98317   N511MQ    3281    LGA  CMH      83.0       479  13.0    36.0  \n",
+       "98329   N918WN    1880    LGA  STL     142.0       888  13.0    53.0  \n",
+       "98331   N561UW    2056    LGA  CLT      94.0       544  14.0     1.0  \n",
+       "98336   N639JB     383    JFK  MCO     152.0       944  14.0     5.0  \n",
+       "98339   N953UW    2148    LGA  BOS      36.0       184  14.0    10.0  \n",
+       "98341   N818MQ    3386    JFK  DCA      48.0       213  14.0    11.0  \n",
+       "98345   N187JB    1318    JFK  BOS      37.0       187  14.0    15.0  \n",
+       "98350   N535MQ    2789    LGA  CLT      97.0       544  14.0    24.0  \n",
+       "98351   N785SW     144    LGA  MKE     108.0       738  14.0    25.0  \n",
+       "98354   N521JB     431    LGA  SRQ     162.0      1047  14.0    32.0  \n",
+       "98356   N5EPAA     178    JFK  BOS      31.0       187  14.0    38.0  \n",
+       "98357   N554JB    1639    LGA  RSW     176.0      1080  14.0    39.0  \n",
+       "98363   N770UW    2181    LGA  DCA      48.0       214  14.0    49.0  \n",
+       "98365   N3EJAA    1073    LGA  MIA     163.0      1096  14.0    51.0  \n",
+       "98372   N554WN     516    EWR  PHX     308.0      2133  14.0    58.0  \n",
+       "98383   N192JB     118    JFK  BOS      67.0       187  15.0     9.0  \n",
+       "98388   N535UA     256    EWR  BOS      70.0       200  15.0    12.0  \n",
+       "98395   N662SW    2868    EWR  BNA     123.0       748  15.0    21.0  \n",
+       "98397   N486WN       3    LGA  MDW     114.0       725  15.0    22.0  \n",
+       "98407   N723EV    5207    LGA  CLT      91.0       544  15.0    34.0  \n",
+       "98427   N659JB     561    LGA  PBI     155.0      1035  15.0    56.0  \n",
+       "98429   N501MQ    3588    LGA  MSP     149.0      1020  15.0    57.0  \n",
+       "98436   N712EV    5259    LGA  MSN     114.0       812  16.0     5.0  \n",
+       "98439   N835AS    5713    LGA  IAD      50.0       229  16.0     8.0  \n",
+       "98442   N623AA    2285    JFK  MCO     144.0       944  16.0    10.0  \n",
+       "98443   N534JB    1171    LGA  FLL     167.0      1076  16.0    11.0  \n",
+       "98444   N506MQ    3425    JFK  DCA      44.0       213  16.0    11.0  \n",
+       "98449   N752EV    5199    LGA  CHS     104.0       641  16.0    17.0  \n",
+       "98455   N284JB     575    JFK  MSY     169.0      1182  16.0    21.0  \n",
+       "98466   N329NB    2181    LGA  MCO     150.0       950  16.0    35.0  \n",
+       "98467   N902XJ    2907    JFK  BUF      59.0       301  16.0    36.0  \n",
+       "98468   N527JB      83    JFK  MCO     148.0       944  16.0    37.0  \n",
+       "98469   N3747D     454    JFK  LAS     315.0      2248  16.0    38.0  \n",
+       "98475   N3CTAA      65    JFK  DFW     197.0      1391  16.0    50.0  \n",
+       "98479   N948UW    2152    LGA  BOS      57.0       184  16.0    55.0  \n",
+       "98483   N336AA     133    JFK  LAX     352.0      2475  16.0    57.0  \n",
+       "98492   N912XJ    2903    JFK  BOS       NaN       187  17.0     7.0  \n",
+       "98495   N173AT    1070    LGA  ATL     132.0       762  17.0    11.0  \n",
+       "98496   N621MQ    2963    JFK  CVG     108.0       589  17.0    11.0  \n",
+       "98497   N615QX    5302    LGA  SYR      39.0       198  17.0    14.0  \n",
+       "98498   N1EAMQ    2840    LGA  STL     133.0       888  17.0    14.0  \n",
+       "98514   N313US    2593    JFK  SLC     278.0      1990  17.0    28.0  \n",
+       "98518   N949UW    1775    LGA  PHL      31.0        96  17.0    30.0  \n",
+       "98519   N633VA      27    JFK  SFO     369.0      2586  17.0    33.0  \n",
+       "98522   N958DN    1619    LGA  MSP     146.0      1020  17.0    35.0  \n",
+       "98528   N775JB    1801    JFK  FLL     159.0      1069  17.0    43.0  \n",
+       "98535   N544MQ    3301    LGA  RDU      84.0       431  18.0     8.0  \n",
+       "98536   N12924    4411    EWR  MEM     149.0       946  18.0    12.0  \n",
+       "98538   N343NB    1942    EWR  ATL     113.0       746  18.0    13.0  \n",
+       "98545   N353NB    1585    LGA  MCO     149.0       950  18.0    22.0  \n",
+       "98547   N298PQ    3357    LGA  BNA     113.0       764  18.0    24.0  \n",
+       "98548   N3KKAA    1171    LGA  DFW     195.0      1389  18.0    24.0  \n",
+       "98549   N431UA     689    LGA  ORD     110.0       733  18.0    24.0  \n",
+       "98551   N3BYAA    2379    LGA  MIA     162.0      1096  18.0    25.0  \n",
+       "98552   N981AT    1518    EWR  DTW      80.0       488  18.0    25.0  \n",
+       "98555   N613JB     305    EWR  FLL     166.0      1065  18.0    27.0  \n",
+       "98558   N750EV    5601    LGA  CLT      87.0       544  18.0    28.0  \n",
+       "98562   N960DL     221    LGA  ATL     116.0       762  18.0    34.0  \n",
+       "98564   N14573    4294    EWR  SAV     118.0       708  18.0    34.0  \n",
+       "98567   N456UA     700    EWR  IAH     197.0      1400  18.0    37.0  \n",
+       "98569   N680AW     632    EWR  CLT      86.0       529  18.0    38.0  \n",
+       "98570   N8316H    1104    LGA  MDW     108.0       725  18.0    39.0  \n",
+       "98571   N6EAMQ    3734    LGA  BNA     113.0       764  18.0    39.0  \n",
+       "98572   N901DE     527    LGA  ATL     117.0       762  18.0    41.0  \n",
+       "98573   N337AT     400    LGA  ATL     115.0       762  18.0    42.0  \n",
+       "98575   N13964    4580    EWR  MKE     120.0       725  18.0    43.0  \n",
+       "98576   N13997    4684    EWR  SDF     108.0       642  18.0    44.0  \n",
+       "98577   N263AV     507    LGA  DEN     232.0      1620  18.0    44.0  \n",
+       "98583   N561JB    1117    LGA  TPA     148.0      1010  18.0    54.0  \n",
+       "98587   N935AT    2042    EWR  ATL     114.0       746  18.0    57.0  \n",
+       "98589   N499WN    2806    LGA  HOU     200.0      1428  19.0     0.0  \n",
+       "98590   N953UW    2156    LGA  BOS      34.0       184  19.0     2.0  \n",
+       "98594   N13718    1692    EWR  SAN     339.0      2425  19.0     6.0  \n",
+       "98595   N3HBAA    1185    LGA  DFW     201.0      1389  19.0     9.0  \n",
+       "98596   N12900    3811    EWR  ALB      30.0       143  19.0    11.0  \n",
+       "98599   N516MQ    3526    LGA  CMH      76.0       479  19.0    12.0  \n",
+       "98606   N722EV    5147    LGA  CLE      78.0       419  19.0    18.0  \n",
+       "98607   N11535    4640    EWR  DAY      87.0       533  19.0    18.0  \n",
+       "98609   N13956    4113    EWR  IND     104.0       645  19.0    19.0  \n",
+       "98610   N3APAA     256    JFK  BOS      40.0       187  19.0    20.0  \n",
+       "98619   N924XJ    3513    LGA  MKE     111.0       738  19.0    37.0  \n",
+       "98621   N27962    4300    EWR  RIC      62.0       277  19.0    37.0  \n",
+       "98622   N17984    4352    EWR  CVG     104.0       569  19.0    37.0  \n",
+       "98623   N475AA    2488    EWR  DFW     200.0      1372  19.0    40.0  \n",
+       "98625   N13566    5678    EWR  CVG     100.0       569  19.0    40.0  \n",
+       "98627   N341NB    1211    LGA  RSW     160.0      1080  19.0    49.0  \n",
+       "98629   N703JB     263    JFK  SEA     353.0      2422  19.0    51.0  \n",
+       "98630   N915XJ    2915    JFK  DFW     195.0      1391  19.0    53.0  \n",
+       "98632   N651JB     201    JFK  FLL     157.0      1069  19.0    54.0  \n",
+       "98634   N302NB    1854    LGA  FLL     162.0      1076  19.0    55.0  \n",
+       "98635   N16961    4299    EWR  DCA      45.0       199  19.0    56.0  \n",
+       "98638   N340NB     866    LGA  DTW      76.0       502  20.0     6.0  \n",
+       "98640   N487UA     693    LGA  ORD     108.0       733  20.0     6.0  \n",
+       "98641   N478WN     195    LGA  STL     131.0       888  20.0     9.0  \n",
+       "98644   N3CGAA    1193    LGA  DFW     193.0      1389  20.0    11.0  \n",
+       "98645   N325NB    1321    EWR  MSP     144.0      1008  20.0    12.0  \n",
+       "98648   N930XJ    4218    LGA  PIT      62.0       335  20.0    15.0  \n",
+       "98649   N3CJAA    1611    LGA  MIA     158.0      1096  20.0    17.0  \n",
+       "98650   N267JB    2202    JFK  BUF      58.0       301  20.0    18.0  \n",
+       "98652   N8894A    4033    LGA  TYS      88.0       647  20.0    21.0  \n",
+       "98654   N15572    4382    EWR  DTW      82.0       488  20.0    26.0  \n",
+       "98655   N13994    4195    EWR  BNA     120.0       748  20.0    27.0  \n",
+       "98656   N758EV    5274    LGA  BNA     111.0       764  20.0    27.0  \n",
+       "98657   N795SW    3069    EWR  STL     128.0       872  20.0    28.0  \n",
+       "98658   N570JB     543    EWR  PBI     151.0      1023  20.0    29.0  \n",
+       "98659   N5FKAA    1029    JFK  SJU     209.0      1598  20.0    30.0  \n",
+       "98664   N35271    1526    EWR  LAX     331.0      2454  20.0    34.0  \n",
+       "98665   N761ND    5293    LGA  ORF      54.0       296  20.0    35.0  \n",
+       "98666   N13995    4370    EWR  CHS     109.0       628  20.0    38.0  \n",
+       "98667   N762SW    1289    EWR  HOU     204.0      1411  20.0    38.0  \n",
+       "98668   N11192    4361    EWR  TYS     100.0       631  20.0    39.0  \n",
+       "98671   N14116    4131    EWR  RIC      62.0       277  20.0    45.0  \n",
+       "98672   N923XJ    2908    JFK  BUF      55.0       301  20.0    48.0  \n",
+       "98675   N965AT    1346    LGA  ATL     114.0       762  20.0    49.0  \n",
+       "98676   N318NB     377    EWR  ATL     107.0       746  20.0    50.0  \n",
+       "98678   N770UW    2193    LGA  DCA      49.0       214  20.0    54.0  \n",
+       "98679   N635JB     161    JFK  SMF     364.0      2521  20.0    57.0  \n",
+       "98680   N448UA     234    EWR  MCO     140.0       937  20.0    57.0  \n",
+       "98681   N12967    4511    EWR  CLT      92.0       529  20.0    59.0  \n",
+       "98682   N17196    4543    EWR  DSM     152.0      1017  20.0    59.0  \n",
+       "98683   N923DL    1485    LGA  MCO     144.0       950  21.0     1.0  \n",
+       "98684   N850UA     654    EWR  ORD     107.0       719  21.0     1.0  \n",
+       "98685   N642VA     415    JFK  LAX     362.0      2475  21.0     7.0  \n",
+       "98687   N779JB     299    LGA  MCO     140.0       950  21.0     8.0  \n",
+       "98688   N443UA     485    EWR  DEN     222.0      1605  21.0    10.0  \n",
+       "98689   N7715E    1710    EWR  MDW     110.0       711  21.0    11.0  \n",
+       "98691   N21537    4224    EWR  MKE     115.0       725  21.0    15.0  \n",
+       "98692   N535MQ    3349    LGA  MSP     144.0      1020  21.0    15.0  \n",
+       "98693   N703TW     448    JFK  SJU     207.0      1598  21.0    17.0  \n",
+       "98695   N833UA     866    EWR  LAS     313.0      2227  21.0    20.0  \n",
+       "98696   N536JB     883    JFK  MCO     137.0       944  21.0    22.0  \n",
+       "98697   N412UA     308    EWR  IAH     191.0      1400  21.0    22.0  \n",
+       "98698   N828UA     594    EWR  BOS      43.0       200  21.0    22.0  \n",
+       "98700   N12216    1651    EWR  SFO     357.0      2565  21.0    29.0  \n",
+       "98701   N444UA     340    EWR  MIA     159.0      1085  21.0    32.0  \n",
+       "98702   N900DE    2131    LGA  DTW      78.0       502  21.0    33.0  \n",
+       "98705   N825AS    5769    LGA  IAD      48.0       229  21.0    36.0  \n",
+       "98706   N16987    4368    EWR  DAY      87.0       533  21.0    37.0  \n",
+       "98710   N597UA     314    JFK  LAX     344.0      2475  21.0    45.0  \n",
+       "98712   N741EV    5079    LGA  MEM     142.0       963  21.0    48.0  \n",
+       "98713   N600QX    5287    LGA  MSN     118.0       812  21.0    49.0  \n",
+       "98714   N558JB    1295    JFK  AUS     215.0      1521  21.0    52.0  \n",
+       "98715   N618JB    1201    JFK  FLL     153.0      1069  21.0    53.0  \n",
+       "98716   N763US    2195    LGA  DCA      51.0       214  21.0    56.0  \n",
+       "98717   N981DL    2599    JFK  BOS      40.0       187  21.0    57.0  \n",
+       "98718   N615QX    5298    LGA  OMA     161.0      1148  21.0    59.0  \n",
+       "98719   N820MQ    3603    LGA  DTW      84.0       502  21.0    59.0  \n",
+       "98721   N453UA     994    EWR  BOS      39.0       200  22.0     1.0  \n",
+       "98722   N945DL    1147    LGA  ATL     111.0       762  22.0     3.0  \n",
+       "98723   N14993    4176    EWR  IND     103.0       645  22.0     5.0  \n",
+       "98724   N723EV    5268    LGA  CLT      88.0       544  22.0     6.0  \n",
+       "98726   N4WVAA     371    LGA  ORD     108.0       733  22.0    10.0  \n",
+       "98728   N523JB     153    JFK  PBI     147.0      1028  22.0    12.0  \n",
+       "98729   N14162    4204    EWR  OKC     191.0      1325  22.0    12.0  \n",
+       "98730   N203JB     918    JFK  BOS      67.0       187  22.0    19.0  \n",
+       "98731   N12900    3819    EWR  CVG      96.0       569  22.0    19.0  \n",
+       "98732   N556JB      65    JFK  ABQ     256.0      1826  22.0    20.0  \n",
+       "98733   N3754A     436    JFK  DEN     229.0      1626  22.0    25.0  \n",
+       "98737   N327AA     185    JFK  LAX     344.0      2475  22.0    43.0  \n",
+       "98738   N12996    4421    EWR  ORF      59.0       284  22.0    43.0  \n",
+       "98739   N582AA     363    LGA  ORD     109.0       733  22.0    52.0  \n",
+       "98740   N466WN     152    LGA  MKE     115.0       738  22.0    53.0  \n",
+       "98742   N373JB     705    EWR  FLL     154.0      1065  23.0     0.0  \n",
+       "98745   N16918    4119    EWR  RIC      57.0       277  23.0    13.0  \n",
+       "98746   N180DN     427    JFK  LAX     342.0      2475  23.0    15.0  \n",
+       "98747   N501MQ    3473    LGA  ATL     109.0       762  23.0    15.0  \n",
+       "98748   N14920    3810    EWR  ATL     115.0       746  23.0    21.0  \n",
+       "98749   N26545    4179    EWR  PWM      52.0       284  23.0    21.0  \n",
+       "98750   N643JB     523    JFK  LAX     345.0      2475  23.0    25.0  \n",
+       "98751   N11137    4321    EWR  MCI     167.0      1092  23.0    27.0  \n",
+       "98752   N183JB     486    JFK  ROC      56.0       264  23.0    32.0  \n",
+       "98753   N521JB     499    LGA  MCO     141.0       950  23.0    33.0  \n",
+       "98754   N13965    4462    EWR  BUF      50.0       282  23.0    34.0  \n",
+       "98755   N928AT    1159    LGA  CAK      64.0       397  23.0    40.0  \n",
+       "98756   N820UA     695    LGA  ORD     104.0       733  23.0    48.0  \n",
+       "98758   N608QX    4885    LGA  ILM      77.0       500  23.0    51.0  \n",
+       "98759   N266JB     105    JFK  ORD     112.0       740  23.0    58.0  \n",
+       "98961   N13969    4150    EWR  CVG      99.0       569   7.0    16.0  \n",
+       "98990   N11191    4137    EWR  ATL     109.0       746   7.0    50.0  \n",
+       "99064   N13992    4297    EWR  DTW      86.0       488   8.0    45.0  \n",
+       "99099   N483UA     657    EWR  PDX     376.0      2434   9.0    17.0  \n",
+       "99122   N293PQ    4270    EWR  MSP     164.0      1008   9.0    49.0  \n",
+       "99133   N857MQ    3363    JFK  RDU      71.0       427   9.0    58.0  \n",
+       "99142   N12900    5814    EWR  PIT      60.0       319  10.0     2.0  \n",
+       "99145   N13553    4111    EWR  CHS      90.0       628  10.0     6.0  \n",
+       "99191   N586JB     403    JFK  SJU     191.0      1598  11.0     7.0  \n",
+       "99200   N612JB       1    JFK  FLL     148.0      1069  11.0    24.0  \n",
+       "99201   N902XJ    2926    JFK  ORD     124.0       740  11.0    26.0  \n",
+       "99245   N744EV    5309    LGA  BGR      56.0       378  12.0    26.0  \n",
+       "99250   N758EV    4880    LGA  MEM     143.0       963  12.0    31.0  \n",
+       "99251   N615QX    5373    LGA  GSO      68.0       461  12.0    31.0  \n",
+       "99253   N600QX    5273    LGA  PIT      58.0       335  12.0    34.0  \n",
+       "99263   N721UW    1711    LGA  CLT      80.0       544  12.0    44.0  \n",
+       "99268   N722EV    5208    LGA  RIC      56.0       292  12.0    55.0  \n",
+       "99290   N66051      15    EWR  HNL     607.0      4963  13.0     8.0  \n",
+       "99330   N332AA       3    JFK  LAX     341.0      2475  13.0    52.0  \n",
+       "99339   N534JB     383    JFK  MCO     135.0       944  14.0     0.0  \n",
+       "99460   N11206    1048    LGA  ORD     121.0       733  16.0     2.0  \n",
+       "99472   N5FGAA     145    JFK  MIA     147.0      1089  16.0    17.0  \n",
+       "99494   N854UA     488    EWR  IAH     197.0      1400  16.0    33.0  \n",
+       "99520   N722EV    5302    LGA  SYR      38.0       198  16.0    57.0  \n",
+       "99526   N509AY    1995    LGA  CLT      87.0       544  17.0     1.0  \n",
+       "99528   N972AT     160    LGA  CAK      70.0       397  17.0     2.0  \n",
+       "99529   N412UA     640    LGA  DEN     237.0      1620  17.0     4.0  \n",
+       "99554   N931XJ    2933    JFK  RDU      65.0       427  17.0    23.0  \n",
+       "99568   N902XJ    2922    JFK  MSP     164.0      1029  17.0    35.0  \n",
+       "99574   N744EV    5293    LGA  ORF      50.0       296  17.0    40.0  \n",
+       "99591   N630JB    1801    JFK  FLL     141.0      1069  17.0    53.0  \n",
+       "99597   N580JB    1161    LGA  PBI     139.0      1035  17.0    59.0  \n",
+       "99609   N741EV    5147    LGA  CLE      67.0       419  18.0    10.0  \n",
+       "99610   N108UW    1767    LGA  CLT      86.0       544  18.0    11.0  \n",
+       "99634   N13968    3811    EWR  ALB      38.0       143  18.0    30.0  \n",
+       "99673   N3KXAA     199    JFK  ORD     131.0       740  19.0    10.0  \n",
+       "99699   N3758Y     438    JFK  SAN     338.0      2446  19.0    37.0  \n",
+       "99722   N805JB     183    JFK  MCO     128.0       944  20.0     7.0  \n",
+       "99733   N333NB    2139    LGA  MIA     153.0      1096  20.0    27.0  \n",
+       "99743   N634AA    1029    JFK  SJU     199.0      1598  20.0    38.0  \n",
+       "99745   N586JB     225    JFK  TPA     139.0      1005  20.0    40.0  \n",
+       "99746   N482AA    1691    EWR  DFW     197.0      1372  20.0    41.0  \n",
+       "99749   N722EV    5079    LGA  MEM     145.0       963  20.0    48.0  \n",
+       "99768   N758EV    5314    EWR  DTW      81.0       488  21.0     0.0  \n",
+       "99794   N14952    3848    EWR  IND     107.0       645  21.0    49.0  \n",
+       "99797   N972AT    1346    LGA  ATL     104.0       762  21.0    52.0  \n",
+       "99801   N24128    4361    EWR  TYS      93.0       631  22.0     1.0  \n",
+       "99802   N605JB    1205    JFK  PDX     369.0      2454  22.0     9.0  \n",
+       "99805   N283JB    1218    JFK  BOS      42.0       187  22.0    24.0  \n",
+       "99809   N565JB    1371    LGA  FLL     138.0      1076  22.0    34.0  \n",
+       "99817   N324AA      21    JFK  LAX     352.0      2475  23.0    28.0  \n",
+       "99818   N606JB      97    JFK  DEN     241.0      1626  23.0    29.0  \n",
+       "99937   N829AS    5747    LGA  IAD      43.0       229   7.0    33.0  \n",
+       "99938   N375NC    1223    EWR  SLC     290.0      1969   7.0    34.0  \n",
+       "100087  N362NW    1879    LGA  FLL     162.0      1076   9.0    44.0  \n",
+       "100097  N596UA     443    JFK  LAX     338.0      2475   9.0    56.0  \n",
+       "100105  N709JB    1289    EWR  SJU     191.0      1608  10.0     1.0  \n",
+       "100116  N921XJ    3519    LGA  IND     101.0       660  10.0    15.0  \n",
+       "100127  N12166    4548    EWR  CHS      89.0       628  10.0    26.0  \n",
+       "100133  N68061      15    EWR  HNL     586.0      4963  10.0    31.0  \n",
+       "100142  N593JB    1701    JFK  FLL     144.0      1069  10.0    42.0  \n",
+       "100148  N665JB      27    EWR  MCO     125.0       937  10.0    54.0  \n",
+       "100220  N520JB       1    JFK  FLL     154.0      1069  12.0    23.0  \n",
+       "100225  N828AS    5736    LGA  IAD      45.0       229  12.0    28.0  \n",
+       "100246  N16919    4495    EWR  SAV     101.0       708  13.0     5.0  \n",
+       "100252  N932DL     651    LGA  PBI     136.0      1035  13.0     9.0  \n",
+       "100263  N560UW    1831    JFK  CLT      80.0       541  13.0    17.0  \n",
+       "100320  N442WN    1428    EWR  HOU     211.0      1411  14.0    39.0  \n",
+       "100353  N67052    1695    EWR  IAH     184.0      1400  15.0     1.0  \n",
+       "100360  N846UA     215    EWR  PBI     152.0      1023  15.0     5.0  \n",
+       "100413  N829AS    5713    LGA  IAD      44.0       229  15.0    53.0  \n",
+       "100430  N14960    5801    EWR  BUF      53.0       282  16.0     9.0  \n",
+       "100433  N828AS    5712    JFK  IAD      47.0       228  16.0    13.0  \n",
+       "100435  N13975    5678    EWR  CVG      99.0       569  16.0    15.0  \n",
+       "100437  N14203    4372    EWR  DCA      41.0       199  16.0    18.0  \n",
+       "100460  N12924    4377    EWR  JAX     125.0       820  16.0    37.0  \n",
+       "100483  N14998    4572    EWR  GSP      93.0       594  16.0    55.0  \n",
+       "100535  N362NW    2181    LGA  MCO     135.0       950  17.0    41.0  \n",
+       "100546  N552JB    1161    LGA  PBI     139.0      1035  17.0    51.0  \n",
+       "100552  N17138    4422    EWR  PIT      57.0       319  17.0    57.0  \n",
+       "100555  N19966    4091    EWR  IND     109.0       645  18.0     0.0  \n",
+       "100568  N546UA     257    JFK  SFO     353.0      2586  18.0    13.0  \n",
+       "100581  N638JB      89    JFK  SAN     352.0      2446  18.0    30.0  \n",
+       "100612  N8587E    2954    JFK  CHS      93.0       636  19.0     0.0  \n",
+       "100627  N3AGAA      67    JFK  SAN     357.0      2446  19.0    13.0  \n",
+       "100661  N758EV    5274    LGA  BNA     114.0       764  19.0    46.0  \n",
+       "100677  N922XJ    3496    LGA  PIT      60.0       335  20.0     5.0  \n",
+       "100681  N928DL    2391    JFK  TPA     146.0      1005  20.0     9.0  \n",
+       "100707  N390SW     152    LGA  MKE     130.0       738  20.0    44.0  \n",
+       "100719  N24128    4294    EWR  SAV     101.0       708  21.0     0.0  \n",
+       "100720  N754EV    5298    LGA  OMA     175.0      1148  21.0     1.0  \n",
+       "100722  N519JB      65    JFK  ABQ     265.0      1826  21.0     2.0  \n",
+       "100724  N14203    4131    EWR  RIC      52.0       277  21.0     4.0  \n",
+       "100725  N389DA    2454    JFK  DEN     248.0      1626  21.0     5.0  \n",
+       "100736  N13964    4195    EWR  PWM      49.0       284  21.0    18.0  \n",
+       "100739  N13975    3848    EWR  IND     110.0       645  21.0    28.0  \n",
+       "100740  N15572    4312    EWR  DCA      40.0       199  21.0    35.0  \n",
+       "100744  N656JB      71    JFK  SLC     293.0      1990  21.0    43.0  \n",
+       "100749  N4YTAA     371    LGA  ORD     139.0       733  21.0    47.0  \n",
+       "100753  N500MQ    3604    EWR  ORD     134.0       719  21.0    48.0  \n",
+       "100756  N737JW    3494    EWR  MDW     117.0       711  21.0    52.0  \n",
+       "100761  N17138    4348    EWR  MSP     167.0      1008  22.0     2.0  \n",
+       "100766  N14998    4119    EWR  RIC      51.0       277  22.0     9.0  \n",
+       "100769  N18223    1595    EWR  SFO     354.0      2565  22.0    16.0  \n",
+       "100770  N907JB    1103    JFK  SJU     188.0      1598  22.0    19.0  \n",
+       "100772  N12126    4085    EWR  OMA     182.0      1134  22.0    23.0  \n",
+       "100774  N534JB    1295    JFK  AUS     224.0      1521  22.0    36.0  \n",
+       "100775  N14923    4625    EWR  BWI      35.0       169  22.0    39.0  \n",
+       "100776  N524UA     362    EWR  SNA       NaN      2434  22.0    40.0  \n",
+       "100777  N17146    6049    EWR  IAD      43.0       212  22.0    41.0  \n",
+       "100783  N13118    4247    EWR  DTW      90.0       488  22.0    52.0  \n",
+       "100784  N14953    4106    EWR  GSP      93.0       594  22.0    55.0  \n",
+       "100785  N12924    4470    EWR  ALB      33.0       143  22.0    55.0  \n",
+       "100786  N76517    1066    EWR  BOS      41.0       200  23.0     1.0  \n",
+       "100787  N29917    4672    EWR  STL     143.0       872  23.0     3.0  \n",
+       "100788  N338NB    1715    LGA  MSY     175.0      1183  23.0     6.0  \n",
+       "100791  N563JB     425    JFK  TPA     140.0      1005  23.0    22.0  \n",
+       "100793  N36476    1682    EWR  FLL     141.0      1065  23.0    31.0  \n",
+       "101001  N914XJ    3399    EWR  MSP     157.0      1008   8.0    43.0  \n",
+       "101015  N12924    4125    EWR  GSO      76.0       445   8.0    55.0  \n",
+       "101035  N604LR    3546    LGA  RIC      65.0       292   9.0    14.0  \n",
+       "101042  N334NW    1547    LGA  ATL     119.0       762   9.0    20.0  \n",
+       "101081  N14106    1643    EWR  DEN     253.0      1605  10.0     1.0  \n",
+       "101109  N751EV    5067    LGA  PIT      58.0       335  10.0    37.0  \n",
+       "101112  N601LR    2926    JFK  ORD     139.0       740  10.0    40.0  \n",
+       "101125  N66057      15    EWR  HNL     600.0      4963  10.0    54.0  \n",
+       "101165  N826AS    5736    LGA  IAD      47.0       229  11.0    50.0  \n",
+       "101166  N612QX    5463    LGA  BNA     122.0       764  11.0    51.0  \n",
+       "101173  N14125    4419    EWR  XNA     190.0      1131  11.0    56.0  \n",
+       "101186  N19554    4240    EWR  BUF      59.0       282  12.0     9.0  \n",
+       "101203  N928XJ    3505    LGA  BNA     122.0       764  12.0    44.0  \n",
+       "101241  N364NW    1875    LGA  TPA     148.0      1010  13.0    26.0  \n",
+       "101243  N16149    4141    EWR  ATL     123.0       746  13.0    28.0  \n",
+       "101255  N516JB     127    EWR  MCO     134.0       937  13.0    45.0  \n",
+       "101259  N293PQ    3516    LGA  MKE     131.0       738  13.0    48.0  \n",
+       "101264  N345NB    1131    LGA  DTW      92.0       502  13.0    53.0  \n",
+       "101276  N12957    5797    EWR  RIC      63.0       277  14.0    11.0  \n",
+       "101287  N779JB     383    JFK  MCO     138.0       944  14.0    24.0  \n",
+       "101294  N33266    1723    EWR  SFO     366.0      2565  14.0    29.0  \n",
+       "101298  N14960    3813    EWR  MHT      55.0       209  14.0    36.0  \n",
+       "101353  N14573    4104    EWR  BNA     118.0       748  15.0    17.0  \n",
+       "101399  N614QX    4978    LGA  CLT      91.0       544  15.0    59.0  \n",
+       "101402  N15572    5801    EWR  BUF      56.0       282  16.0     2.0  \n",
+       "101405  N79279    1615    EWR  AUS     234.0      1504  16.0     4.0  \n",
+       "101417  N16919    4326    EWR  CLT      86.0       529  16.0    19.0  \n",
+       "101430  N19554    4377    EWR  JAX     125.0       820  16.0    33.0  \n",
+       "101439  N16954    4395    EWR  IND     109.0       645  16.0    43.0  \n",
+       "101446  N505JB    1171    LGA  FLL     155.0      1076  16.0    52.0  \n",
+       "101472  N201LV    3675    EWR  MDW     120.0       711  17.0    18.0  \n",
+       "101501  N76504    1146    EWR  BOS      46.0       200  17.0    40.0  \n",
+       "101517  N11127    4422    EWR  PIT      64.0       319  17.0    56.0  \n",
+       "101531  N569UA     273    EWR  LAX     352.0      2454  18.0    12.0  \n",
+       "101532  N8745B    2942    JFK  PHL       NaN        94  18.0    14.0  \n",
+       "101548  N14960    3806    EWR  DAY      95.0       533  18.0    30.0  \n",
+       "101549  N13970    4091    EWR  IND     116.0       645  18.0    30.0  \n",
+       "101555  N811UA     364    EWR  SEA     351.0      2402  18.0    37.0  \n",
+       "101558  N448UA     261    EWR  FLL     141.0      1065  18.0    39.0  \n",
+       "101561  N378SW    4112    EWR  HOU     229.0      1411  18.0    40.0  \n",
+       "101566  N13908    4195    EWR  PWM      43.0       284  18.0    45.0  \n",
+       "101567  N16170    4138    EWR  BUF      54.0       282  18.0    45.0  \n",
+       "101569  N14952    4143    EWR  SYR      36.0       195  18.0    46.0  \n",
+       "101577  N509JB     135    JFK  PHX     312.0      2153  18.0    56.0  \n",
+       "101584  N793SA    4257    EWR  MDW     133.0       711  19.0     1.0  \n",
+       "101587  N642WN    1759    LGA  BNA     122.0       764  19.0     6.0  \n",
+       "101599  N14991    5846    EWR  RIC      51.0       277  19.0    16.0  \n",
+       "101600  N39450    1712    EWR  IAH     211.0      1400  19.0    16.0  \n",
+       "101604  N14923    4411    EWR  MEM     164.0       946  19.0    22.0  \n",
+       "101608  N13964    4294    EWR  SAV     108.0       708  19.0    25.0  \n",
+       "101610  N16149    4321    EWR  MCI     194.0      1092  19.0    28.0  \n",
+       "101619  N615JB     543    EWR  PBI     139.0      1023  19.0    36.0  \n",
+       "101620  N979AT     967    EWR  ATL     109.0       746  19.0    37.0  \n",
+       "101639  N293PQ    3285    LGA  MSP     177.0      1020  19.0    56.0  \n",
+       "101640  N14977    4131    EWR  RIC      51.0       277  19.0    57.0  \n",
+       "101643  N29917    4352    EWR  CVG     105.0       569  20.0     1.0  \n",
+       "101645  N8888D    4033    LGA  TYS     106.0       647  20.0     6.0  \n",
+       "101646  N831UA     421    EWR  SAN     348.0      2425  20.0     6.0  \n",
+       "101647  N710TW     435    JFK  SFO     363.0      2586  20.0     9.0  \n",
+       "101648  N36280    1618    EWR  TPA     146.0       997  20.0    11.0  \n",
+       "101660  N963DL      61    LGA  ATL     119.0       762  20.0    26.0  \n",
+       "101664  N922XJ    2928    JFK  ORD     138.0       740  20.0    29.0  \n",
+       "101673  N4WPAA    1691    EWR  DFW     210.0      1372  20.0    39.0  \n",
+       "101675  N900EV    5567    LGA  CAE      93.0       617  20.0    43.0  \n",
+       "101685  N13903    4191    EWR  BNA     127.0       748  20.0    58.0  \n",
+       "101686  N925XJ    2911    JFK  CVG      98.0       589  20.0    59.0  \n",
+       "101687  N16951    4152    EWR  ATL     121.0       746  20.0    59.0  \n",
+       "101694  N902XJ    2908    JFK  BUF      59.0       301  21.0     2.0  \n",
+       "101695  N27962    4361    EWR  TYS     105.0       631  21.0     4.0  \n",
+       "101696  N11535    5796    EWR  CLT      92.0       529  21.0     6.0  \n",
+       "101700  N12136    4224    EWR  MKE     133.0       725  21.0     9.0  \n",
+       "101706  N703JB     883    JFK  MCO     125.0       944  21.0    20.0  \n",
+       "101707  N904XJ    2923    JFK  MSP     197.0      1029  21.0    24.0  \n",
+       "101712  N612QX    5287    LGA  MSN     134.0       812  21.0    30.0  \n",
+       "101723  N759EV    5038    LGA  BHM     135.0       866  21.0    51.0  \n",
+       "101726  N913XJ    2925    JFK  MSY     171.0      1182  21.0    53.0  \n",
+       "101727  N8580A    2959    JFK  SYR      41.0       209  21.0    53.0  \n",
+       "101728  N11193    4543    EWR  DSM     175.0      1017  21.0    54.0  \n",
+       "101730  N907JB    1103    JFK  SJU     181.0      1598  21.0    58.0  \n",
+       "101734  N562JB     183    JFK  MCO     139.0       944  22.0     3.0  \n",
+       "101736  N14952    4312    EWR  DCA      43.0       199  22.0     8.0  \n",
+       "101738  N11127    4348    EWR  MSP     185.0      1008  22.0    16.0  \n",
+       "101739  N373JB     705    EWR  FLL     144.0      1065  22.0    18.0  \n",
+       "101741  N15980    4119    EWR  RIC      51.0       277  22.0    25.0  \n",
+       "101745  N14905    4672    EWR  STL     154.0       872  22.0    28.0  \n",
+       "101746  N12996    4700    EWR  CLT      83.0       529  22.0    33.0  \n",
+       "101750  N12160    4147    EWR  ATL     117.0       746  22.0    43.0  \n",
+       "101752  N608QX    4885    LGA  ILM      76.0       500  22.0    55.0  \n",
+       "101753  N529JB     425    JFK  TPA     143.0      1005  22.0    57.0  \n",
+       "101754  N14570    3832    EWR  PVD      32.0       160  22.0    57.0  \n",
+       "101755  N506JB    2053    JFK  PBI     138.0      1028  22.0    58.0  \n",
+       "101759  N76514    1066    EWR  BOS      44.0       200  23.0     8.0  \n",
+       "101760  N12172    4085    EWR  OMA     188.0      1134  23.0     9.0  \n",
+       "101762  N13994    4106    EWR  GSP      95.0       594  23.0    17.0  \n",
+       "101763  N661JB      97    JFK  DEN     255.0      1626  23.0    19.0  \n",
+       "101781  N758SW    1118    LGA  MDW     117.0       725   0.0    29.0  \n",
+       "101782  N355JB     702    JFK  BUF      56.0       301   0.0    30.0  \n",
+       "101878  N634JB     939    JFK  BQN     183.0      1576   7.0    25.0  \n",
+       "101889  N760JB    1403    JFK  SJU     186.0      1598   7.0    42.0  \n",
+       "101993  N457UA     568    EWR  BZN     275.0      1882   9.0    27.0  \n",
+       "101998  N906XJ    2916    JFK  DTW      95.0       509   9.0    30.0  \n",
+       "102000  N75851    1245    EWR  TPA     143.0       997   9.0    31.0  \n",
+       "102005  N833MQ    3363    JFK  RDU      70.0       427   9.0    39.0  \n",
+       "102030  N292PQ    3940    LGA  MCI     160.0      1107  10.0     8.0  \n",
+       "102031  N510JB     795    JFK  AUS     226.0      1521  10.0     8.0  \n",
+       "102036  N758EV    5031    LGA  MSY     176.0      1183  10.0    15.0  \n",
+       "102038  N630JB     653    JFK  PBI     138.0      1028  10.0    16.0  \n",
+       "102041  N956DL    2446    LGA  FLL     163.0      1076  10.0    22.0  \n",
+       "102059  N78511    1438    EWR  RSW     157.0      1068  10.0    44.0  \n",
+       "102070  N611QX    5286    LGA  BTV      43.0       258  10.0    58.0  \n",
+       "102087  N66056      15    EWR  HNL     588.0      4963  11.0    28.0  \n",
+       "102089  N904XJ    2912    JFK  DCA      58.0       213  11.0    34.0  \n",
+       "102092  N178JB     229    JFK  RSW     163.0      1074  11.0    41.0  \n",
+       "102099  N33714    1519    EWR  STT     190.0      1634  11.0    55.0  \n",
+       "102112  N206JB    2602    JFK  BUF      59.0       301  12.0    10.0  \n",
+       "102158  N513MQ    3670    LGA  ATL     131.0       762  13.0    18.0  \n",
+       "102164  N13978    4373    EWR  ALB      35.0       143  13.0    28.0  \n",
+       "102171  N600LR    3357    LGA  BNA     121.0       764  13.0    47.0  \n",
+       "102174  N228JB    1307    JFK  IAD      46.0       228  13.0    50.0  \n",
+       "102196  N17104    1734    EWR  ORD     124.0       719  14.0    22.0  \n",
+       "102215  N678AW     501    JFK  PHX     287.0      2153  14.0    43.0  \n",
+       "102219  N76065    1084    EWR  IAH     255.0      1400  14.0    49.0  \n",
+       "102229  N408WN     833    LGA  MKE     121.0       738  15.0     0.0  \n",
+       "102246  N523UA     274    EWR  LAX     320.0      2454  15.0    20.0  \n",
+       "102267  N815UA     374    EWR  RSW     152.0      1068  15.0    35.0  \n",
+       "102292  N517MQ    3072    JFK  TPA     151.0      1005  16.0     6.0  \n",
+       "102294  N6EAMQ    3669    LGA  ATL     125.0       762  16.0     9.0  \n",
+       "102298  N904XJ    2903    JFK  BOS      47.0       187  16.0    14.0  \n",
+       "102304  N677MQ    2793    JFK  CMH      82.0       483  16.0    19.0  \n",
+       "102313  N594UA     464    EWR  IAH     204.0      1400  16.0    28.0  \n",
+       "102320  N12172    4100    EWR  MEM     186.0       946  16.0    38.0  \n",
+       "102330  N562UA     524    EWR  PHX     292.0      2133  16.0    54.0  \n",
+       "102337  N583JB    1117    LGA  TPA     150.0      1010  17.0     1.0  \n",
+       "102346  N912XJ    2922    JFK  MSP     153.0      1029  17.0    14.0  \n",
+       "102353  N611QX    5404    LGA  RIC      50.0       292  17.0    21.0  \n",
+       "102355  N630JB     283    JFK  MCO     132.0       944  17.0    23.0  \n",
+       "102369  N29129    1232    EWR  IAH     203.0      1400  17.0    35.0  \n",
+       "102373  N706JB    1161    LGA  PBI     151.0      1035  17.0    40.0  \n",
+       "102375  N36444    1554    EWR  IAH     212.0      1400  17.0    40.0  \n",
+       "102383  N504UA     708    EWR  ORD     128.0       719  17.0    48.0  \n",
+       "102387  N609MQ    2963    JFK  CVG     111.0       589  17.0    53.0  \n",
+       "102389  N14219      12    LGA  DEN     245.0      1620  17.0    54.0  \n",
+       "102395  N294PQ    2904    JFK  BOS      38.0       187  17.0    58.0  \n",
+       "102402  N38454    1151    EWR  SEA     327.0      2402  18.0     7.0  \n",
+       "102406  N922XJ    3951    LGA  DTW      98.0       502  18.0    16.0  \n",
+       "102412  N8617E     928    LGA  DEN     243.0      1620  18.0    21.0  \n",
+       "102433  N37465    1480    EWR  SFO     339.0      2565  18.0    49.0  \n",
+       "102438  N178JB    2302    JFK  BUF      61.0       301  18.0    57.0  \n",
+       "102452  N342NW    1223    EWR  SLC     280.0      1969  19.0     6.0  \n",
+       "102455  N7811F    1759    LGA  BNA     123.0       764  19.0    10.0  \n",
+       "102458  N202AA    2488    EWR  DFW     222.0      1372  19.0    19.0  \n",
+       "102462  N730SW    2029    EWR  MDW     116.0       711  19.0    20.0  \n",
+       "102463  N21723    1100    EWR  SEA     348.0      2402  19.0    20.0  \n",
+       "102470  N78511    1618    EWR  TPA     149.0       997  19.0    28.0  \n",
+       "102474  N17244    1064    EWR  DEN     236.0      1605  19.0    30.0  \n",
+       "102480  N513UA     997    EWR  LAX     326.0      2454  19.0    35.0  \n",
+       "102483  N38467    1712    EWR  IAH     203.0      1400  19.0    40.0  \n",
+       "102486  N843UA     237    EWR  PHX     296.0      2133  19.0    43.0  \n",
+       "102490  N349NW    2337    JFK  MIA     148.0      1089  19.0    50.0  \n",
+       "102493  N510JB     183    JFK  MCO     141.0       944  19.0    53.0  \n",
+       "102511  N915XJ    2910    JFK  CVG      96.0       589  20.0    28.0  \n",
+       "102518  N23721    1022    EWR  SFO     346.0      2565  20.0    40.0  \n",
+       "102519  N623JB     803    JFK  SJU     186.0      1598  20.0    41.0  \n",
+       "102522  N26549    4159    LGA  CLE      78.0       419  20.0    42.0  \n",
+       "102525  N856MQ    3374    JFK  RDU      71.0       427  20.0    46.0  \n",
+       "102529  N54241    1481    EWR  DEN     223.0      1605  20.0    55.0  \n",
+       "102530  N16911    5796    EWR  CLT      87.0       529  20.0    56.0  \n",
+       "102536  N435UA     341    EWR  LAX     335.0      2454  21.0     3.0  \n",
+       "102538  N457UA     587    EWR  LAS     295.0      2227  21.0     6.0  \n",
+       "102539  N449UA     215    EWR  PBI     141.0      1023  21.0     7.0  \n",
+       "102544  N28478    1057    EWR  MCO     135.0       937  21.0    13.0  \n",
+       "102546  N33284    1611    EWR  IAH     209.0      1400  21.0    17.0  \n",
+       "102547  N33714    1482    EWR  SFO     351.0      2565  21.0    18.0  \n",
+       "102553  N474UA     214    EWR  FLL     146.0      1065  21.0    35.0  \n",
+       "102554  N709SW    1501    LGA  MKE     126.0       738  21.0    40.0  \n",
+       "102564  N37263    1244    EWR  SJU     186.0      1608  22.0     6.0  \n",
+       "102565  N180DN     427    JFK  LAX     320.0      2475  22.0    10.0  \n",
+       "102569  N87513    1071    EWR  BQN       NaN      1585  22.0    25.0  \n",
+       "102570  N73291    1299    EWR  RSW     147.0      1068  22.0    26.0  \n",
+       "102573  N38451    1416    EWR  MIA     146.0      1085  22.0    39.0  \n",
+       "102579  N178JB    1901    JFK  FLL     155.0      1069  23.0    12.0  \n",
+       "102592  N324JB     234    JFK  BTV      45.0       266   0.0    23.0  \n",
+       "102680  N830AS    5747    LGA  IAD      47.0       229   7.0    43.0  \n",
+       "102767  N12172    4304    EWR  MSY     181.0      1167   9.0     3.0  \n",
+       "102777  N919XJ    2921    JFK  MSP     157.0      1029   9.0    18.0  \n",
+       "102783  N917XJ    2932    JFK  RDU      76.0       427   9.0    21.0  \n",
+       "102807  N511MQ    3419    LGA  ATL     127.0       762   9.0    48.0  \n",
+       "102812  N425UA     327    EWR  PDX     322.0      2434   9.0    52.0  \n",
+       "102833  N928DL    2442    JFK  FLL     156.0      1069  10.0    28.0  \n",
+       "102838  N848UA     608    EWR  TPA     145.0       997  10.0    32.0  \n",
+       "102842  N580UA     279    EWR  ORD     120.0       719  10.0    34.0  \n",
+       "102850  N444UA     284    EWR  FLL     157.0      1065  10.0    45.0  \n",
+       "102866  N535MQ    3644    LGA  ATL     121.0       762  11.0     2.0  \n",
+       "102869  N703JB     403    JFK  SJU     196.0      1598  11.0     6.0  \n",
+       "102875  N636JB     483    JFK  MCO     139.0       944  11.0    17.0  \n",
+       "102904  N740EV    5349    LGA  BTV      41.0       258  12.0     1.0  \n",
+       "102912  N3763D     457    JFK  SLC     285.0      1990  12.0     8.0  \n",
+       "102919  N433UA     530    EWR  RSW     148.0      1068  12.0    19.0  \n",
+       "102931  N553AA     305    LGA  ORD     125.0       733  12.0    36.0  \n",
+       "102940  N415UA     249    EWR  TPA     146.0       997  12.0    48.0  \n",
+       "102954  N738EV    5309    LGA  BGR      54.0       378  13.0     6.0  \n",
+       "102961  N408WN     172    LGA  MDW     122.0       725  13.0    12.0  \n",
+       "102970  N48901    4495    EWR  SAV     111.0       708  13.0    25.0  \n",
+       "102985  N34111    4141    EWR  ATL     130.0       746  13.0    42.0  \n",
+       "102990  N520MQ    3670    LGA  ATL     135.0       762  13.0    50.0  \n",
+       "103015  N17105    1420    EWR  LAX     333.0      2454  14.0    28.0  \n",
+       "103051  N590JB     505    EWR  FLL     158.0      1065  15.0     4.0  \n",
+       "103074  N14916    4687    EWR  CVG     114.0       569  15.0    36.0  \n",
+       "103075  N77066    1084    EWR  IAH     206.0      1400  15.0    36.0  \n",
+       "103081  N75410    1438    EWR  RSW     151.0      1068  15.0    41.0  \n",
+       "103110  N13997    4144    EWR  CHS     102.0       628  16.0     3.0  \n",
+       "103113  N604QX    5431    LGA  PWM      46.0       269  16.0     5.0  \n",
+       "103115  N539UW     721    EWR  CLT      90.0       529  16.0     6.0  \n",
+       "103116  N13118    4181    EWR  MCI     183.0      1092  16.0     7.0  \n",
+       "103121  N330NW    2181    LGA  MCO     147.0       950  16.0    15.0  \n",
+       "103129  N527MQ    3199    LGA  CLT      90.0       544  16.0    18.0  \n",
+       "103131  N511MQ    3553    LGA  XNA     192.0      1147  16.0    22.0  \n",
+       "103133  N524MQ    2840    LGA  STL     146.0       888  16.0    28.0  \n",
+       "103138  N406UA     375    EWR  CLE      71.0       404  16.0    35.0  \n",
+       "103143  N12175    4395    EWR  IND     114.0       645  16.0    42.0  \n",
+       "103144  N18112    1600    EWR  LAX     339.0      2454  16.0    43.0  \n",
+       "103150  N929XJ    2900    JFK  BNA     121.0       765  16.0    51.0  \n",
+       "103168  N12564    4372    EWR  DCA      45.0       199  17.0     5.0  \n",
+       "103170  N12172    4576    EWR  GRR     106.0       605  17.0     6.0  \n",
+       "103171  N712SW     421    EWR  MDW     122.0       711  17.0     7.0  \n",
+       "103177  N535MQ    3734    LGA  BNA     120.0       764  17.0    19.0  \n",
+       "103184  N934XJ    2904    JFK  BOS      43.0       187  17.0    27.0  \n",
+       "103185  N3AEMQ    3669    LGA  ATL     129.0       762  17.0    27.0  \n",
+       "103188  N12996    4662    EWR  ORF      53.0       284  17.0    30.0  \n",
+       "103199  N16918    4596    EWR  STL     152.0       872  17.0    39.0  \n",
+       "103207  N933MQ    2963    JFK  CVG     107.0       589  17.0    44.0  \n",
+       "103212  N13975    4502    EWR  BNA     132.0       748  17.0    47.0  \n",
+       "103213  N627MQ    3216    JFK  ORF      53.0       290  17.0    49.0  \n",
+       "103215  N16976    3844    EWR  SDF     113.0       642  17.0    52.0  \n",
+       "103222  N13550    5910    EWR  PIT      59.0       319  17.0    56.0  \n",
+       "103223  N76269    1151    EWR  SEA     329.0      2402  17.0    56.0  \n",
+       "103224  N928DL    2280    JFK  FLL     155.0      1069  17.0    57.0  \n",
+       "103225  N512MJ    3771    LGA  IAD      48.0       229  17.0    57.0  \n",
+       "103229  N720EV    5147    LGA  CLE      72.0       419  18.0     1.0  \n",
+       "103230  N823UA     234    EWR  BOS      38.0       200  18.0     1.0  \n",
+       "103235  N23707    1022    EWR  ORD     130.0       719  18.0    10.0  \n",
+       "103236  N17196    4381    EWR  DTW      92.0       488  18.0    11.0  \n",
+       "103237  N12900    4594    EWR  RDU      74.0       416  18.0    11.0  \n",
+       "103238  N478UA     374    EWR  RSW     146.0      1068  18.0    11.0  \n",
+       "103246  N214WN    1289    EWR  HOU     212.0      1411  18.0    20.0  \n",
+       "103259  N531MQ    3357    LGA  ATL     138.0       762  18.0    39.0  \n",
+       "103262  N820MQ    3530    LGA  DTW      91.0       502  18.0    40.0  \n",
+       "103263  N924FJ    2807    LGA  CLT      92.0       544  18.0    41.0  \n",
+       "103264  N3739P    2546    JFK  LAS     305.0      2248  18.0    43.0  \n",
+       "103281  N266JB    1407    JFK  IAD      49.0       228  18.0    59.0  \n",
+       "103286  N324JB    1119    JFK  CLT      97.0       541  19.0     3.0  \n",
+       "103292  N14573    4195    EWR  PWM      45.0       284  19.0     8.0  \n",
+       "103295  N14959    3822    EWR  RIC      56.0       277  19.0    12.0  \n",
+       "103299  N15710    1177    EWR  ORD     127.0       719  19.0    17.0  \n",
+       "103303  N73259    1274    EWR  LAS     309.0      2227  19.0    21.0  \n",
+       "103312  N11187    3264    EWR  MEM     171.0       946  19.0    32.0  \n",
+       "103316  N335AA     177    JFK  SFO     352.0      2586  19.0    35.0  \n",
+       "103317  N566UW    1751    EWR  CLT      92.0       529  19.0    36.0  \n",
+       "103320  N604LR    2908    JFK  BUF      63.0       301  19.0    45.0  \n",
+       "103325  N34111    4321    EWR  MCI     179.0      1092  19.0    49.0  \n",
+       "103326  N48901    4352    EWR  CVG      97.0       569  19.0    49.0  \n",
+       "103327  N279PQ    2923    JFK  MSP     156.0      1029  19.0    51.0  \n",
+       "103332  N534MQ    3674    LGA  CLE      74.0       419  19.0    58.0  \n",
+       "103336  N925XJ    2928    JFK  ORD     144.0       740  20.0     0.0  \n",
+       "103338  N8EGMQ    3349    LGA  MSP     154.0      1020  20.0     5.0  \n",
+       "103340  N960WN    3069    EWR  STL     152.0       872  20.0     8.0  \n",
+       "103341  N36472    1712    EWR  IAH     221.0      1400  20.0     8.0  \n",
+       "103345  N839MQ    3591    LGA  RDU      75.0       431  20.0    13.0  \n",
+       "103350  N15555    4294    EWR  SAV     115.0       708  20.0    15.0  \n",
+       "103352  N24202    1489    EWR  SFO     351.0      2565  20.0    18.0  \n",
+       "103353  N77258    1730    EWR  FLL     154.0      1065  20.0    18.0  \n",
+       "103362  N358SW     152    LGA  MKE     131.0       738  20.0    28.0  \n",
+       "103364  N600LR    2931    JFK  PIT      70.0       340  20.0    34.0  \n",
+       "103366  N3EBAA    1611    LGA  MIA     155.0      1096  20.0    37.0  \n",
+       "103368  N857MQ    3573    LGA  CMH      91.0       479  20.0    39.0  \n",
+       "103369  N39726    1526    EWR  LAX     337.0      2454  20.0    43.0  \n",
+       "103371  N821MQ    3486    LGA  BNA     142.0       764  20.0    46.0  \n",
+       "103372  N436UA     265    EWR  PBI     143.0      1023  20.0    46.0  \n",
+       "103373  N849UA     431    EWR  DFW     220.0      1372  20.0    46.0  \n",
+       "103374  N905XJ    2925    JFK  MSY     181.0      1182  20.0    48.0  \n",
+       "103377  N453UA     205    EWR  SAT     242.0      1569  20.0    49.0  \n",
+       "103379  N537AA    1691    EWR  DFW     229.0      1372  20.0    52.0  \n",
+       "103380  N645JB     543    EWR  PBI     143.0      1023  20.0    52.0  \n",
+       "103384  N848UA     362    EWR  SNA       NaN      2434  20.0    56.0  \n",
+       "103385  N399DA    2590    JFK  LAS     296.0      2248  20.0    58.0  \n",
+       "103386  N336NW    1896    LGA  DEN     230.0      1620  20.0    58.0  \n",
+       "103387  N15910    4370    EWR  CHS     104.0       628  21.0     2.0  \n",
+       "103390  N293PQ    2911    JFK  CVG     101.0       589  21.0     5.0  \n",
+       "103392  N579JB     883    JFK  MCO     144.0       944  21.0    10.0  \n",
+       "103393  N388SW    1221    EWR  MDW     121.0       711  21.0    11.0  \n",
+       "103394  N390DA    2454    JFK  DEN     243.0      1626  21.0    12.0  \n",
+       "103397  N909EV    5714    JFK  IAD      48.0       228  21.0    16.0  \n",
+       "103399  N12564    4278    EWR  CAE     108.0       602  21.0    18.0  \n",
+       "103401  N504MQ    2839    LGA  STL     151.0       888  21.0    22.0  \n",
+       "103402  N613JB     527    EWR  MCO     132.0       937  21.0    24.0  \n",
+       "103409  N16709    1207    EWR  CLE      75.0       404  21.0    31.0  \n",
+       "103415  N14116    4204    EWR  OKC     226.0      1325  21.0    40.0  \n",
+       "103418  N76522    1482    EWR  BOS      39.0       200  21.0    43.0  \n",
+       "103419  N808MQ    3603    LGA  DTW      94.0       502  21.0    44.0  \n",
+       "103420  N374DA     407    JFK  FLL     154.0      1069  21.0    46.0  \n",
+       "103421  N33286    1139    EWR  DEN     233.0      1605  21.0    46.0  \n",
+       "103423  N856MQ    3257    LGA  RDU      74.0       431  21.0    49.0  \n",
+       "103424  N475UA     308    EWR  IAH     213.0      1400  21.0    52.0  \n",
+       "103425  N452UW     894    LGA  CLT      91.0       544  21.0    53.0  \n",
+       "103426  N903JB    1103    JFK  SJU     195.0      1598  21.0    55.0  \n",
+       "103430  N13750    1269    EWR  PBI     147.0      1023  21.0    58.0  \n",
+       "103431  N563UA     997    EWR  LAX     322.0      2454  22.0     0.0  \n",
+       "103432  N12996    6049    EWR  IAD      47.0       212  22.0     1.0  \n",
+       "103434  N917XJ    2914    JFK  DCA      56.0       213  22.0     6.0  \n",
+       "103435  N21154    4333    EWR  TUL     209.0      1215  22.0     8.0  \n",
+       "103440  N464UA     460    EWR  FLL     150.0      1065  22.0    15.0  \n",
+       "103443  N203JB     775    JFK  MSY     190.0      1182  22.0    17.0  \n",
+       "103444  N37267    1244    EWR  SJU     194.0      1608  22.0    19.0  \n",
+       "103446  N29917    4152    EWR  ATL     130.0       746  22.0    22.0  \n",
+       "103447  N16919    5796    EWR  CLT      95.0       529  22.0    22.0  \n",
+       "103449  N340NW    2242    JFK  SAT     255.0      1587  22.0    27.0  \n",
+       "103451  N290WN    3494    EWR  MDW     125.0       711  22.0    32.0  \n",
+       "103453  N15912    4159    LGA  CLE      71.0       419  22.0    36.0  \n",
+       "103454  N14998    4119    EWR  RIC      54.0       277  22.0    37.0  \n",
+       "103455  N78509    1066    EWR  BOS      34.0       200  22.0    39.0  \n",
+       "103456  N17196    4247    EWR  DTW      87.0       488  22.0    42.0  \n",
+       "103457  N713EV    4885    LGA  ILM      77.0       500  22.0    50.0  \n",
+       "103459  N266JB     702    JFK  BUF      61.0       301  22.0    57.0  \n",
+       "103460  N12175    4361    EWR  TYS     111.0       631  22.0    57.0  \n",
+       "103461  N973DL     462    JFK  BOS      37.0       187  23.0     0.0  \n",
+       "103462  N273JB     705    EWR  FLL     160.0      1065  23.0     1.0  \n",
+       "103463  N586JB    1183    JFK  MCO     137.0       944  23.0     1.0  \n",
+       "103466  N14907    4682    EWR  ALB      28.0       143  23.0     6.0  \n",
+       "103467  N13914    4672    EWR  STL     154.0       872  23.0     9.0  \n",
+       "103470  N13994    4625    EWR  BWI      36.0       169  23.0    18.0  \n",
+       "103471  N652JB     329    JFK  RSW     171.0      1074  23.0    22.0  \n",
+       "103472  N503JB    1901    JFK  FLL     153.0      1069  23.0    27.0  \n",
+       "103473  N588JB    2053    JFK  PBI     146.0      1028  23.0    27.0  \n",
+       "103475  N249JB    2227    EWR  MCO     136.0       937  23.0    44.0  \n",
+       "103486  N258JB     775    JFK  MSY     197.0      1182   0.0    11.0  \n",
+       "103488  N304JB     702    JFK  BUF      60.0       301   0.0    30.0  \n",
+       "103489  N527JB    1389    EWR  SJU     215.0      1608   0.0    46.0  \n",
+       "103491  N324JB    2002    JFK  BUF      59.0       301   1.0    35.0  \n",
+       "103492  N706JB     745    JFK  PSE     205.0      1617   1.0    36.0  \n",
+       "103493  N198JB     234    JFK  BTV      45.0       266   1.0    40.0  \n",
+       "103651  N75410    1262    EWR  ORD     128.0       719   8.0     7.0  \n",
+       "103686  N826UA     643    EWR  TPA     156.0       997   8.0    35.0  \n",
+       "103702  N31131    4304    EWR  MSY     200.0      1167   8.0    55.0  \n",
+       "103706  N33182    4535    EWR  MSP     153.0      1008   8.0    56.0  \n",
+       "103737  N830UA     401    EWR  BOS      37.0       200   9.0    19.0  \n",
+       "103747  N665JB    1717    LGA  TPA     164.0      1010   9.0    32.0  \n",
+       "103750  N484UA     478    EWR  MCO     143.0       937   9.0    33.0  \n",
+       "103753  N13550    4125    EWR  GSO      83.0       445   9.0    35.0  \n",
+       "103755  N415UA     472    LGA  IAH     215.0      1416   9.0    40.0  \n",
+       "103767  N556JB    1025    JFK  TPA     158.0      1005   9.0    54.0  \n",
+       "103770  N13978    4537    EWR  MEM     175.0       946   9.0    55.0  \n",
+       "103781  N705JB      15    JFK  SFO     353.0      2586  10.0    12.0  \n",
+       "103795  N16954    4241    EWR  DCA      59.0       199  10.0    20.0  \n",
+       "103797  N355NB    2119    LGA  MSP     145.0      1020  10.0    21.0  \n",
+       "103799  N39726    1506    EWR  JAC     255.0      1874  10.0    22.0  \n",
+       "103834  N603JB     483    JFK  MCO     134.0       944  11.0     5.0  \n",
+       "103895  N16703    1124    EWR  EGE     254.0      1725  12.0    29.0  \n",
+       "103909  N460WN     172    LGA  MDW     126.0       725  12.0    52.0  \n",
+       "103934  N845MQ    3461    LGA  BNA     142.0       764  13.0    21.0  \n",
+       "103954  N266WN    1880    LGA  STL     151.0       888  13.0    47.0  \n",
+       "103955  N13550    6030    EWR  CLT     109.0       529  13.0    48.0  \n",
+       "103959  N830UA     424    EWR  BOS      33.0       200  13.0    58.0  \n",
+       "103962  N517JB     383    JFK  MCO     143.0       944  13.0    59.0  \n",
+       "103964  N587JB    1129    JFK  RSW     166.0      1074  14.0     1.0  \n",
+       "103970  N951UW    2179    LGA  DCA      61.0       214  14.0     6.0  \n",
+       "103971  N913FJ    2885    LGA  CLT     101.0       544  14.0     6.0  \n",
+       "103976  N763JB     505    EWR  FLL     165.0      1065  14.0    15.0  \n",
+       "103996  N16954    4087    EWR  IND     119.0       645  14.0    42.0  \n",
+       "104007  N14562    3813    EWR  MHT      37.0       209  14.0    53.0  \n",
+       "104010  N14977    4628    EWR  STL     160.0       872  14.0    56.0  \n",
+       "104022  N813MQ    3340    LGA  DTW      94.0       502  15.0     8.0  \n",
+       "104026  N748EV    5404    LGA  RIC      65.0       292  15.0    11.0  \n",
+       "104030  N19554    4100    EWR  MEM     178.0       946  15.0    13.0  \n",
+       "104039  N14573    4395    EWR  IND     117.0       645  15.0    20.0  \n",
+       "104043  N604QX    5349    LGA  BTV      40.0       258  15.0    24.0  \n",
+       "104067  N238JB     581    JFK  HOU     240.0      1428  15.0    50.0  \n",
+       "104082  N826AS    5712    JFK  IAD      60.0       228  16.0     4.0  \n",
+       "104085  N947UW    2185    LGA  DCA      56.0       214  16.0     7.0  \n",
+       "104087  N534JB     325    JFK  TPA     162.0      1005  16.0     9.0  \n",
+       "104092  N919DE    2247    LGA  ATL     129.0       762  16.0    15.0  \n",
+       "104093  N12540    5801    EWR  BUF      52.0       282  16.0    15.0  \n",
+       "104098  N323AA       3    JFK  LAX     335.0      2475  16.0    22.0  \n",
+       "104099  N14902    4326    EWR  CLT     106.0       529  16.0    22.0  \n",
+       "104106  N31131    6181    EWR  IAD      55.0       212  16.0    27.0  \n",
+       "104108  N913DL    1982    LGA  MIA     163.0      1096  16.0    30.0  \n",
+       "104109  N816MQ    3359    JFK  RDU      89.0       427  16.0    30.0  \n",
+       "104115  N484UA     249    EWR  TPA     163.0       997  16.0    33.0  \n",
+       "104127  N13978    4572    EWR  GSP     112.0       594  16.0    50.0  \n",
+       "104130  N963DL    2280    JFK  FLL     157.0      1069  16.0    51.0  \n",
+       "104131  N14960    4377    EWR  JAX     133.0       820  16.0    51.0  \n",
+       "104134  N17104    1600    EWR  LAX     330.0      2454  16.0    53.0  \n",
+       "104143  N518MQ    3493    LGA  CLE      71.0       419  17.0     7.0  \n",
+       "104147  N14231    1638    EWR  CLE      76.0       404  17.0    15.0  \n",
+       "104151  N665JB    1171    LGA  FLL     168.0      1076  17.0    18.0  \n",
+       "104153  N13913    4143    EWR  SYR      36.0       195  17.0    21.0  \n",
+       "104155  N14998    4705    EWR  ATL     138.0       746  17.0    24.0  \n",
+       "104159  N309US     428    JFK  MIA     174.0      1089  17.0    26.0  \n",
+       "104165  N12569    4583    EWR  PWM      46.0       284  17.0    30.0  \n",
+       "104169  N34111    4381    EWR  DTW      91.0       488  17.0    33.0  \n",
+       "104170  N601LR    3328    LGA  ORF      62.0       296  17.0    34.0  \n",
+       "104172  N12225    1564    EWR  ORD     120.0       719  17.0    35.0  \n",
+       "104173  N789JB    1161    LGA  PBI     159.0      1035  17.0    38.0  \n",
+       "104191  N215WN     356    LGA  DEN     233.0      1620  17.0    52.0  \n",
+       "104192  N457WN    3778    EWR  DEN     239.0      1605  17.0    52.0  \n",
+       "104193  N657JB      89    JFK  SAN     346.0      2446  17.0    54.0  \n",
+       "104197  N821JB     753    JFK  PBI     150.0      1028  18.0     0.0  \n",
+       "104203  N3CGAA      45    JFK  LAS     322.0      2248  18.0     7.0  \n",
+       "104207  N13970    4091    EWR  IND     112.0       645  18.0     9.0  \n",
+       "104213  N16701    1554    EWR  ORD     123.0       719  18.0    12.0  \n",
+       "104224  N615QX    5015    LGA  IND     113.0       660  18.0    34.0  \n",
+       "104225  N16918    4422    EWR  PIT      61.0       319  18.0    37.0  \n",
+       "104233  N951UW    2187    LGA  DCA      64.0       214  18.0    44.0  \n",
+       "104234  N627VA     169    EWR  LAX     331.0      2454  18.0    45.0  \n",
+       "104238  N12921    4502    EWR  BNA     144.0       748  18.0    49.0  \n",
+       "104243  N657MQ    2949    JFK  BNA     144.0       765  18.0    51.0  \n",
+       "104245  N13958    4411    EWR  MEM     174.0       946  18.0    52.0  \n",
+       "104246  N16963    5846    EWR  RIC      60.0       277  18.0    53.0  \n",
+       "104257  N914DE    2451    LGA  RSW     169.0      1080  19.0     0.0  \n",
+       "104258  N14904    4195    EWR  PWM      45.0       284  19.0     0.0  \n",
+       "104259  N274WN    3069    EWR  STL     150.0       872  19.0     0.0  \n",
+       "104267  N11544    4552    EWR  GSO      91.0       445  19.0     9.0  \n",
+       "104271  N14180    4294    EWR  SAV     126.0       708  19.0    12.0  \n",
+       "104276  N932XJ    2913    JFK  DCA      63.0       213  19.0    18.0  \n",
+       "104290  N11165    4321    EWR  MCI     173.0      1092  19.0    26.0  \n",
+       "104291  N731SA    1289    EWR  HOU     244.0      1411  19.0    26.0  \n",
+       "104295  N531MQ    2839    LGA  STL     148.0       888  19.0    35.0  \n",
+       "104297  N18220    1100    EWR  SEA     320.0      2402  19.0    37.0  \n",
+       "104304  N820MQ    3501    LGA  RDU      89.0       431  19.0    45.0  \n",
+       "104307  N563JB     201    JFK  FLL     160.0      1069  19.0    50.0  \n",
+       "104309  N474WN    1710    EWR  MDW     121.0       711  19.0    53.0  \n",
+       "104312  N8EGMQ    3526    LGA  CMH      83.0       479  19.0    55.0  \n",
+       "104314  N963AT     400    LGA  ATL     129.0       762  20.0     2.0  \n",
+       "104316  N295PQ    2922    JFK  MSP     157.0      1029  20.0     6.0  \n",
+       "104317  N906MQ    3044    JFK  BWI      41.0       184  20.0     7.0  \n",
+       "104320  N871AS    5567    LGA  CAE     108.0       617  20.0    13.0  \n",
+       "104321  N231JB     918    JFK  BOS      38.0       187  20.0    14.0  \n",
+       "104325  N16954    3806    EWR  DAY      97.0       533  20.0    17.0  \n",
+       "104326  N826UA     237    EWR  DFW     220.0      1372  20.0    17.0  \n",
+       "104327  N355JB    1407    JFK  IAD      56.0       228  20.0    19.0  \n",
+       "104329   N3759    2546    JFK  LAS     310.0      2248  20.0    20.0  \n",
+       "104331  N586JB     527    EWR  MCO     141.0       937  20.0    22.0  \n",
+       "104333  N318JB    1443    EWR  PBI     151.0      1023  20.0    25.0  \n",
+       "104334  N14562    3810    EWR  ATL     136.0       746  20.0    25.0  \n",
+       "104338  N258JB    1734    JFK  BTV      44.0       266  20.0    29.0  \n",
+       "104343  N217JC     152    LGA  MKE     120.0       738  20.0    33.0  \n",
+       "104350  N833MQ    3573    LGA  CMH      88.0       479  20.0    41.0  \n",
+       "104355  N12540    4352    EWR  CVG     106.0       569  20.0    51.0  \n",
+       "104357  N198JB    1119    JFK  CLT     101.0       541  20.0    57.0  \n",
+       "104359  N953UW    2160    LGA  BOS      32.0       184  20.0    58.0  \n",
+       "104362  N802MQ    3603    LGA  DTW      95.0       502  21.0     2.0  \n",
+       "104368  N587JB    1271    LGA  FLL     162.0      1076  21.0    15.0  \n",
+       "104369  N3FJAA     291    JFK  AUS     236.0      1521  21.0    16.0  \n",
+       "104370  N14573    4191    EWR  BNA     146.0       748  21.0    19.0  \n",
+       "104371  N12552    4361    EWR  TYS     124.0       631  21.0    20.0  \n",
+       "104372  N29917    4131    EWR  RIC      62.0       277  21.0    22.0  \n",
+       "104373  N324JB    1185    JFK  RDU      87.0       427  21.0    23.0  \n",
+       "104374  N426WN    3691    EWR  MSY     201.0      1167  21.0    26.0  \n",
+       "104376  N14977    4152    EWR  ATL     134.0       746  21.0    30.0  \n",
+       "104390  N15572    4224    EWR  MKE     133.0       725  21.0    59.0  \n",
+       "104391  N39726    1526    EWR  LAX     355.0      2454  22.0     1.0  \n",
+       "104393  N903JB    1103    JFK  SJU     203.0      1598  22.0    10.0  \n",
+       "104394  N604QX    5383    LGA  ROC      43.0       254  22.0    10.0  \n",
+       "104396  N3740C    2065    JFK  FLL     159.0      1069  22.0    12.0  \n",
+       "104397  N832MQ    3257    LGA  RDU      89.0       431  22.0    13.0  \n",
+       "104398  N13978    4645    EWR  JAX     139.0       820  22.0    15.0  \n",
+       "104399  N844MQ    3374    JFK  RDU      85.0       427  22.0    16.0  \n",
+       "104400  N827JB     153    JFK  PBI     161.0      1028  22.0    17.0  \n",
+       "104401  N467UA     431    EWR  RSW     168.0      1068  22.0    17.0  \n",
+       "104402  N910DE    2488    JFK  ATL     131.0       760  22.0    19.0  \n",
+       "104403  N382DA    2454    JFK  DEN     230.0      1626  22.0    20.0  \n",
+       "104404  N518MQ    3660    LGA  BNA     132.0       764  22.0    22.0  \n",
+       "104405  N37267    1071    EWR  BQN     200.0      1585  22.0    22.0  \n",
+       "104406  N526MQ    3384    LGA  CLT     101.0       544  22.0    23.0  \n",
+       "104407  N492AA    1691    EWR  DFW     221.0      1372  22.0    24.0  \n",
+       "104409  N273JB     705    EWR  FLL     162.0      1065  22.0    33.0  \n",
+       "104410  N588JB     161    JFK  SMF     354.0      2521  22.0    34.0  \n",
+       "104411  N969DL    2599    JFK  BOS      33.0       187  22.0    36.0  \n",
+       "104412  N3764D    2481    JFK  PHX     309.0      2153  22.0    36.0  \n",
+       "104413  N951UW    2195    LGA  DCA      52.0       214  22.0    37.0  \n",
+       "104414  N16918    4700    EWR  CLT     102.0       529  22.0    41.0  \n",
+       "104416  N11106    4333    EWR  TUL     211.0      1215  22.0    42.0  \n",
+       "104417  N34111    4085    EWR  OMA     176.0      1134  22.0    44.0  \n",
+       "104418  N517JB     883    JFK  MCO     149.0       944  22.0    46.0  \n",
+       "104419  N516MQ    3473    LGA  ATL     126.0       762  22.0    47.0  \n",
+       "104420  N14907    4470    EWR  ALB      28.0       143  22.0    49.0  \n",
+       "104421  N19554    4119    EWR  RIC      55.0       277  22.0    49.0  \n",
+       "104422  N16961    3848    EWR  IND     122.0       645  22.0    51.0  \n",
+       "104423  N197JB     418    JFK  BOS      31.0       187  22.0    53.0  \n",
+       "104424  N13161    4247    EWR  DTW      87.0       488  22.0    53.0  \n",
+       "104425  N183JB    2202    JFK  BUF      58.0       301  22.0    59.0  \n",
+       "104426  N14570    4106    EWR  GSP     108.0       594  23.0     1.0  \n",
+       "104428  N644JB    1218    JFK  BOS      33.0       187  23.0     7.0  \n",
+       "104429  N605JB     329    JFK  RSW     168.0      1074  23.0    15.0  \n",
+       "104430  N9EAMQ    3604    EWR  ORD     113.0       719  23.0    19.0  \n",
+       "104431  N247JB     105    JFK  ORD     125.0       740  23.0    22.0  \n",
+       "104432  N322US    2242    JFK  SAT     246.0      1587  23.0    24.0  \n",
+       "104433  N18556    4672    EWR  STL     148.0       872  23.0    27.0  \n",
+       "104434  N715JB    1203    JFK  SJU     213.0      1598  23.0    29.0  \n",
+       "104435  N11547    4348    EWR  MSP     155.0      1008  23.0    29.0  \n",
+       "104437  N580JB    1295    JFK  AUS     242.0      1521  23.0    32.0  \n",
+       "104438  N13550    3832    EWR  PVD      29.0       160  23.0    33.0  \n",
+       "104440  N22909    5796    EWR  CLT     103.0       529  23.0    36.0  \n",
+       "104441  N806JB     623    JFK  LAX     348.0      2475  23.0    37.0  \n",
+       "104442  N661JB      97    JFK  DEN     237.0      1626  23.0    44.0  \n",
+       "104443  N14998    4147    EWR  ATL     136.0       746  23.0    44.0  \n",
+       "104444  N11544    4370    EWR  CHS     117.0       628  23.0    46.0  \n",
+       "104446  N615QX    5311    LGA  BGR      50.0       378  23.0    49.0  \n",
+       "104448  N839MQ    3621    JFK  DCA      45.0       213  23.0    51.0  \n",
+       "104449  N766JB    2053    JFK  PBI     154.0      1028  23.0    54.0  \n",
+       "104610  N913JB    1101    JFK  FLL     164.0      1069   8.0    12.0  \n",
+       "104731  N976DL    2113    LGA  TPA     173.0      1010  10.0    22.0  \n",
+       "104737  N947UW    2173    LGA  DCA      49.0       214  10.0    26.0  \n",
+       "104742  N279PQ    3638    LGA  IND     103.0       660  10.0    35.0  \n",
+       "104809  N3737C     457    JFK  SLC     303.0      1990  12.0     6.0  \n",
+       "104882  N947WN     725    EWR  DEN     232.0      1605  13.0    49.0  \n",
+       "104895  N563JB     505    EWR  FLL     163.0      1065  14.0    13.0  \n",
+       "104990  N8918B    2946    JFK  IAD      50.0       228  15.0    55.0  \n",
+       "104993  N913JB     703    JFK  SJU     208.0      1598  16.0     0.0  \n",
+       "105014  N3CSAA    2297    LGA  MIA     166.0      1096  16.0    30.0  \n",
+       "105044  N770SA     718    EWR  MSY     175.0      1167  17.0     3.0  \n",
+       "105080  N12175    4381    EWR  DTW      85.0       488  17.0    39.0  \n",
+       "105082  N11184    4249    EWR  BWI      35.0       169  17.0    44.0  \n",
+       "105088  N976DL    1935    LGA  TPA     146.0      1010  17.0    50.0  \n",
+       "105095  N3ANAA    1073    LGA  MIA     161.0      1096  18.0     1.0  \n",
+       "105096  N76528    1151    EWR  SEA     324.0      2402  18.0     5.0  \n",
+       "105142  N429UA     221    EWR  PBI     145.0      1023  19.0    13.0  \n",
+       "105155  N630MQ    2949    JFK  BNA     152.0       765  19.0    32.0  \n",
+       "105160  N37462    1047    EWR  LAS     303.0      2227  19.0    43.0  \n",
+       "105175  N374AA      85    JFK  SFO     341.0      2586  20.0    16.0  \n",
+       "105197  N26123    1109    EWR  MCO     137.0       937  20.0    59.0  \n",
+       "105219  N729JB     425    JFK  TPA     146.0      1005  22.0    47.0  \n",
+       "105299  N188US     761    JFK  PHX     326.0      2153   7.0    36.0  \n",
+       "105355  N3JJAA      29    LGA  PBI     142.0      1035   8.0    49.0  \n",
+       "105400  N954DL    1174    LGA  PBI     146.0      1035   9.0    53.0  \n",
+       "105409  N717TW     440    JFK  SEA     330.0      2422  10.0     6.0  \n",
+       "105420  N815UA     528    EWR  BOS      35.0       200  10.0    22.0  \n",
+       "105442  N15712    1124    EWR  EGE     246.0      1725  11.0     5.0  \n",
+       "105462  N964DL    2457    LGA  MSY     178.0      1183  11.0    42.0  \n",
+       "105488  N12900    4594    EWR  RDU      75.0       416  12.0    11.0  \n",
+       "105489  N16701    1506    EWR  JAC     248.0      1874  12.0    13.0  \n",
+       "105512  N38424    1601    EWR  FLL     143.0      1065  12.0    46.0  \n",
+       "105517  N3749D    2591    JFK  SJU     189.0      1598  12.0    54.0  \n",
+       "105518  N926DL    2219    LGA  MSP     148.0      1020  12.0    55.0  \n",
+       "105532  N198JB    2602    JFK  BUF      57.0       301  13.0     7.0  \n",
+       "105575  N14562    3261    EWR  CLE      70.0       404  14.0    10.0  \n",
+       "105654  N753EV    5423    LGA  RDU      78.0       431  15.0    33.0  \n",
+       "105690  N37273    1270    EWR  MCO     137.0       937  16.0    24.0  \n",
+       "105698  N965DL    1902    LGA  PBI     149.0      1035  16.0    29.0  \n",
+       "105707  N198JB    1373    JFK  CHS      99.0       636  16.0    49.0  \n",
+       "105736  N13992    4381    EWR  DTW      91.0       488  17.0    15.0  \n",
+       "105742  N546MQ    3734    LGA  BNA     128.0       764  17.0    20.0  \n",
+       "105762  N17984    4583    EWR  PWM      45.0       284  17.0    40.0  \n",
+       "105793  N962DL    2390    LGA  RSW     163.0      1080  18.0    17.0  \n",
+       "105818  N975DL     221    LGA  ATL     117.0       762  18.0    36.0  \n",
+       "105841  N936DL    2280    JFK  FLL     156.0      1069  19.0     3.0  \n",
+       "105842  N722TW     477    JFK  LAX     315.0      2475  19.0     3.0  \n",
+       "105886  N916XJ    2908    JFK  BUF      61.0       301  20.0     8.0  \n",
+       "105904  N820AY    2959    JFK  SYR      41.0       209  20.0    41.0  \n",
+       "105917  N753EV    5590    LGA  BNA     136.0       764  21.0    11.0  \n",
+       "105933  N78524    1682    EWR  FLL     151.0      1065  21.0    53.0  \n",
+       "105936  N258JB     775    JFK  MSY     192.0      1182  22.0    19.0  \n",
+       "106063  N18556    4393    EWR  IND     112.0       645   7.0    34.0  \n",
+       "106077  N37263    1043    EWR  PHX     296.0      2133   7.0    49.0  \n",
+       "106137  N3FRAA      29    LGA  PBI     169.0      1035   8.0    32.0  \n",
+       "106155  N511MQ    3547    LGA  XNA     172.0      1147   8.0    54.0  \n",
+       "106200  N825UA     401    EWR  BOS      43.0       200   9.0    41.0  \n",
+       "106228  N558JB     229    JFK  RSW     175.0      1074  10.0    15.0  \n",
+       "106236  N12900    4537    EWR  MEM     156.0       946  10.0    22.0  \n",
+       "106239  N299PQ    2901    JFK  BOS      42.0       187  10.0    26.0  \n",
+       "106247  N231JB    1634    JFK  BTV      47.0       266  10.0    35.0  \n",
+       "106263  N766JB     483    JFK  MCO     146.0       944  11.0     6.0  \n",
+       "106272  N11113    4099    EWR  STL     154.0       872  11.0    18.0  \n",
+       "106277  N36469    1591    EWR  IAH     207.0      1400  11.0    22.0  \n",
+       "106279  N455UA     541    EWR  RSW     162.0      1068  11.0    24.0  \n",
+       "106280  N962DL    1747    LGA  ATL     123.0       762  11.0    25.0  \n",
+       "106303  N804JB     971    LGA  FLL     173.0      1076  12.0     0.0  \n",
+       "106325  N611QX    5286    LGA  BTV      39.0       258  12.0    24.0  \n",
+       "106333  N15980    4187    EWR  BNA     126.0       748  12.0    31.0  \n",
+       "106334  N321US    2098    LGA  MIA     167.0      1096  12.0    33.0  \n",
+       "106376  N526MQ    3670    LGA  ATL     128.0       762  13.0    27.0  \n",
+       "106393  N719EV    5193    LGA  BUF      54.0       292  13.0    49.0  \n",
+       "106406  N190JB      34    JFK  BTV      48.0       266  14.0     4.0  \n",
+       "106409  N825UA     371    EWR  BOS      40.0       200  14.0     8.0  \n",
+       "106415  N17115    4567    EWR  MCI     174.0      1092  14.0    22.0  \n",
+       "106428  N702UW     802    EWR  CLT      89.0       529  14.0    37.0  \n",
+       "106429  N16170    5797    EWR  RIC      56.0       277  14.0    38.0  \n",
+       "106457  N358JB     553    JFK  PBI     184.0      1028  14.0    57.0  \n",
+       "106460  N13133    4175    EWR  AVL      99.0       583  14.0    58.0  \n",
+       "106473  N13908    4495    EWR  SAV     114.0       708  15.0    11.0  \n",
+       "106476  N12175    4633    EWR  BTV      51.0       266  15.0    14.0  \n",
+       "106510  N481UA     215    EWR  PBI     156.0      1023  15.0    37.0  \n",
+       "106515  N458UA     244    EWR  RSW     167.0      1068  15.0    44.0  \n",
+       "106534  N3FRAA    2297    LGA  MIA     164.0      1096  16.0     1.0  \n",
+       "106542  N36272    1626    EWR  SJU     198.0      1608  16.0     8.0  \n",
+       "106544  N16951    3844    EWR  SDF     107.0       642  16.0    13.0  \n",
+       "106548  N611QX    5404    LGA  RIC      50.0       292  16.0    18.0  \n",
+       "106571  N14920    5678    EWR  CVG     103.0       569  16.0    38.0  \n",
+       "106596  N467WN     630    EWR  DEN     230.0      1605  17.0     1.0  \n",
+       "106617  N527MQ    3301    LGA  RDU      66.0       431  17.0    25.0  \n",
+       "106648  N505JB    1161    LGA  PBI     154.0      1035  17.0    52.0  \n",
+       "106652  N707EV    5259    LGA  MSN     127.0       812  17.0    53.0  \n",
+       "106654  N12900    4572    EWR  GSP      99.0       594  17.0    55.0  \n",
+       "106655  N740EV    5147    LGA  CLE      71.0       419  17.0    55.0  \n",
+       "106657  N13965    4552    EWR  GSO      76.0       445  17.0    56.0  \n",
+       "106672  N690MQ    3216    JFK  ORF      51.0       290  18.0    12.0  \n",
+       "106673  N190JB     918    JFK  BOS      38.0       187  18.0    13.0  \n",
+       "106679  N324JB    1734    JFK  BTV      47.0       266  18.0    21.0  \n",
+       "106708  N16963    4091    EWR  IND     110.0       645  18.0    51.0  \n",
+       "106715  N16571    5846    EWR  RIC      53.0       277  18.0    53.0  \n",
+       "106718  N455UA     275    EWR  SAT     233.0      1569  18.0    55.0  \n",
+       "106727  N346JB    2302    JFK  BUF      59.0       301  19.0     1.0  \n",
+       "106762  N804JB     201    JFK  FLL     161.0      1069  19.0    43.0  \n",
+       "106776  N708EV    5274    LGA  BNA     113.0       764  20.0     5.0  \n",
+       "106781  N339NB    1715    LGA  MSY     184.0      1183  20.0    11.0  \n",
+       "106786  N908DL    2159    JFK  MCO     146.0       944  20.0    16.0  \n",
+       "106795  N611QX    5445    LGA  PIT      60.0       335  20.0    29.0  \n",
+       "106798  N299PQ    2928    JFK  ORD     127.0       740  20.0    31.0  \n",
+       "106800  N321US    1896    LGA  DEN     222.0      1620  20.0    34.0  \n",
+       "106805  N905DL    1485    LGA  MCO     140.0       950  20.0    38.0  \n",
+       "106807  N16976    4294    EWR  SAV     118.0       708  20.0    39.0  \n",
+       "106823  N760EV    5079    LGA  MEM     155.0       963  21.0     1.0  \n",
+       "106829  N38727    1727    EWR  SEA     329.0      2402  21.0    13.0  \n",
+       "106830  N13161    6049    EWR  IAD      46.0       212  21.0    19.0  \n",
+       "106835  N14920    3848    EWR  IND     133.0       645  21.0    30.0  \n",
+       "106839  N14570    4191    EWR  BNA     126.0       748  21.0    37.0  \n",
+       "106850  N27190    4333    EWR  TUL     183.0      1215  21.0    53.0  \n",
+       "106853  N407UA     350    EWR  RSW     164.0      1068  22.0     1.0  \n",
+       "106854  N605JB    1295    JFK  AUS     232.0      1521  22.0     8.0  \n",
+       "106856  N14960    4119    EWR  RIC      52.0       277  22.0     9.0  \n",
+       "106858  N26141    4085    EWR  OMA     169.0      1134  22.0    18.0  \n",
+       "106859  N4XMAA     371    LGA  ORD     123.0       733  22.0    19.0  \n",
+       "106863  N375JB     775    JFK  MSY     182.0      1182  22.0    32.0  \n",
+       "106867  N179JB    2227    EWR  MCO     142.0       937  22.0    47.0  \n",
+       "106870  N11113    4361    EWR  TYS     105.0       631  22.0    51.0  \n",
+       "106871  N644JB      97    JFK  DEN     226.0      1626  23.0     3.0  \n",
+       "106873  N12900    4645    EWR  JAX     139.0       820  23.0     3.0  \n",
+       "106875  N358JB     418    JFK  BOS      35.0       187  23.0     8.0  \n",
+       "106876  N481UA     654    EWR  ORD     111.0       719  23.0    11.0  \n",
+       "106888  N589JB    2043    EWR  PBI     135.0      1023   0.0     8.0  \n",
+       "106889  N644JB     883    JFK  MCO     138.0       944   0.0    40.0  \n",
+       "106890  N503JB     839    JFK  BQN     192.0      1576   1.0     2.0  \n",
+       "106891  N597JB    1389    EWR  SJU     194.0      1608   1.0    12.0  \n",
+       "106892  N663JB    1503    JFK  SJU     188.0      1598   1.0    20.0  \n",
+       "107045  N12172    4166    EWR  GSP     104.0       594   8.0     3.0  \n",
+       "107091  N830AS    5747    LGA  IAD      45.0       229   8.0    35.0  \n",
+       "107096  N916WN     915    LGA  HOU     222.0      1428   8.0    43.0  \n",
+       "107153  N12175    4234    EWR  BWI      45.0       169   9.0    44.0  \n",
+       "107157  N187JB    2280    EWR  BOS      43.0       200   9.0    48.0  \n",
+       "107159  N611QX    5220    LGA  ROC      48.0       254   9.0    50.0  \n",
+       "107160  N754EV    5463    LGA  BNA     115.0       764   9.0    50.0  \n",
+       "107168  N11176    4240    EWR  BUF      55.0       282   9.0    55.0  \n",
+       "107173  N526JB     795    JFK  AUS     232.0      1521  10.0     2.0  \n",
+       "107188  N13956    4594    EWR  RDU      76.0       416  10.0    14.0  \n",
+       "107219  N37281    1479    EWR  LAX     304.0      2454  10.0    50.0  \n",
+       "107272  N608QX    4880    LGA  MEM     148.0       963  12.0     6.0  \n",
+       "107293  N708EV    5349    LGA  BTV      47.0       258  12.0    42.0  \n",
+       "107323  N910XJ    2902    JFK  BOS      49.0       187  13.0    21.0  \n",
+       "107333  N11176    4679    EWR  JAX     135.0       820  13.0    34.0  \n",
+       "107346  N14179    4141    EWR  ATL     124.0       746  13.0    43.0  \n",
+       "107354  N296PQ    3357    LGA  BNA     123.0       764  13.0    53.0  \n",
+       "107366  N3LAAA    1145    LGA  DFW     209.0      1389  14.0     0.0  \n",
+       "107384  N569JB     383    JFK  MCO     153.0       944  14.0    30.0  \n",
+       "107404  N488WN    1130    EWR  HOU     216.0      1411  14.0    49.0  \n",
+       "107437  N826UA     538    EWR  PBI     151.0      1023  15.0     9.0  \n",
+       "107461  N18120    4193    EWR  MSP     159.0      1008  15.0    31.0  \n",
+       "107469  N441WN    4756    EWR  BNA     115.0       748  15.0    38.0  \n",
+       "107479  N78501    1179    EWR  SFO     325.0      2565  15.0    50.0  \n",
+       "107496  N465UA     788    EWR  FLL     159.0      1065  16.0     6.0  \n",
+       "107500  N73275    1164    EWR  FLL     154.0      1065  16.0    12.0  \n",
+       "107519  N708EV    5431    LGA  PWM      47.0       269  16.0    28.0  \n",
+       "107522  N907JB     703    JFK  SJU     190.0      1598  16.0    30.0  \n",
+       "107531  N925DL    2462    LGA  ATL     117.0       762  16.0    37.0  \n",
+       "107545  N13978    4326    EWR  CLT      92.0       529  16.0    55.0  \n",
+       "107562  N924XJ    2917    JFK  DTW      89.0       509  17.0     9.0  \n",
+       "107590  N41104    4381    EWR  DTW      85.0       488  17.0    33.0  \n",
+       "107600  N663JB     753    JFK  PBI     167.0      1028  17.0    39.0  \n",
+       "107615  N926XJ    2904    JFK  BOS      41.0       187  17.0    54.0  \n",
+       "107619  N597JB    1117    LGA  TPA     147.0      1010  17.0    57.0  \n",
+       "107621  N503JB     283    JFK  MCO     143.0       944  17.0    58.0  \n",
+       "107629  N3JRAA      45    JFK  LAS     295.0      2248  18.0     3.0  \n",
+       "107641  N3FGAA     291    JFK  AUS     234.0      1521  18.0    18.0  \n",
+       "107644  N766JB     573    EWR  TPA     152.0       997  18.0    20.0  \n",
+       "107648  N17560    3810    EWR  ATL     122.0       746  18.0    26.0  \n",
+       "107654  N661JB    1161    LGA  PBI     153.0      1035  18.0    36.0  \n",
+       "107683  N496UA     261    EWR  FLL     159.0      1065  18.0    58.0  \n",
+       "107690  N841UA     572    EWR  BOS      45.0       200  19.0     7.0  \n",
+       "107711  N14179    4321    EWR  MCI     156.0      1092  19.0    25.0  \n",
+       "107720  N937XJ    2915    JFK  DFW     191.0      1391  19.0    36.0  \n",
+       "107728  N526JB    1013    JFK  LGB     302.0      2465  19.0    51.0  \n",
+       "107731  N181UW    1751    EWR  CLT      81.0       529  19.0    53.0  \n",
+       "107735  N708EV    5461    LGA  RIC      48.0       292  19.0    55.0  \n",
+       "107747  N683BR    5567    LGA  CAE      91.0       617  20.0     5.0  \n",
+       "107764  N768JB     201    JFK  FLL     152.0      1069  20.0    25.0  \n",
+       "107767  N587UA     389    JFK  SFO     342.0      2586  20.0    28.0  \n",
+       "107768  N439UA     259    EWR  FLL     152.0      1065  20.0    29.0  \n",
+       "107813  N798SW    3494    EWR  MDW     113.0       711  21.0    34.0  \n",
+       "107836  N73445    1682    EWR  FLL     151.0      1065  22.0    23.0  \n",
+       "107843  N21197    4247    EWR  DTW      85.0       488  23.0     0.0  \n",
+       "107847  N266JB    2227    EWR  MCO     133.0       937  23.0    44.0  \n",
+       "107851  N632JB    2583    JFK  MCO     142.0       944   0.0    56.0  \n",
+       "107939  N407WN    1407    LGA  ATL     120.0       762   7.0    17.0  \n",
+       "108079  N295PQ    3941    LGA  IND     102.0       660   9.0    34.0  \n",
+       "108109  N849MQ    3370    JFK  DCA      41.0       213  10.0     7.0  \n",
+       "108130  N187JB     208    JFK  PWM      49.0       273  10.0    33.0  \n",
+       "108147  N436UA     568    EWR  BZN     267.0      1882  11.0     4.0  \n",
+       "108162  N8665A    3572    LGA  RIC      47.0       292  11.0    40.0  \n",
+       "108189  N452UA     590    EWR  PBI     150.0      1023  12.0     4.0  \n",
+       "108194  N13132    4714    EWR  CLT      85.0       529  12.0     9.0  \n",
+       "108208  N179JB    2602    JFK  BUF      57.0       301  12.0    47.0  \n",
+       "108223  N41104    4662    EWR  RDU      65.0       416  13.0    15.0  \n",
+       "108229  N3BTAA    1143    LGA  DFW     207.0      1389  13.0    21.0  \n",
+       "108232  N849MQ    3386    JFK  DCA      43.0       213  13.0    26.0  \n",
+       "108266  N281JB    1318    JFK  BOS      42.0       187  14.0    14.0  \n",
+       "108284  N187JB     553    JFK  PBI     149.0      1028  14.0    35.0  \n",
+       "108323  N8665A    3403    LGA  SYR      38.0       198  15.0    13.0  \n",
+       "108347  N76065    1083    EWR  IAH     210.0      1400  15.0    34.0  \n",
+       "108353  N73283    1107    EWR  DEN     242.0      1605  15.0    42.0  \n",
+       "108363  N457UA     460    EWR  FLL     156.0      1065  15.0    54.0  \n",
+       "108372  N3KPAA    1155    LGA  DFW     209.0      1389  15.0    58.0  \n",
+       "108396  N179JB     477    JFK  JAX     122.0       828  16.0    31.0  \n",
+       "108430  N503MQ    3425    JFK  DCA      40.0       213  17.0     7.0  \n",
+       "108441  N708JB     283    JFK  MCO     136.0       944  17.0    20.0  \n",
+       "108506  N649AW     501    JFK  PHX     313.0      2153  18.0    29.0  \n",
+       "108532  N839MQ    3530    LGA  DTW      92.0       502  18.0    57.0  \n",
+       "108562  N568JB     183    JFK  MCO     132.0       944  19.0    38.0  \n",
+       "108573  N13716    1256    EWR  SNA     333.0      2434  19.0    53.0  \n",
+       "108575  N586JB     201    JFK  FLL     151.0      1069  19.0    55.0  \n",
+       "108591  N706JB     711    JFK  LAS     311.0      2248  20.0    20.0  \n",
+       "108606  N523JB     669    JFK  SJC     363.0      2569  20.0    44.0  \n",
+       "108610  N503MQ    3535    JFK  CMH      76.0       483  20.0    50.0  \n",
+       "108641  N187JB     418    JFK  BOS      42.0       187  22.0     1.0  \n",
+       "108642  N524JB     915    JFK  SFO     354.0      2586  22.0     1.0  \n",
+       "108644  N292JB     705    EWR  FLL     148.0      1065  22.0     7.0  \n",
+       "108648  N913JB    1103    JFK  SJU     184.0      1598  22.0    27.0  \n",
+       "108649  N554JB    2043    EWR  PBI     140.0      1023  22.0    36.0  \n",
+       "108651  N556JB     611    JFK  LAS     314.0      2248  22.0    44.0  \n",
+       "108656  N274JB     105    JFK  ORD     121.0       740  22.0    52.0  \n",
+       "108665  N746JB    1389    EWR  SJU     203.0      1608   0.0    39.0  \n",
+       "108666  N355JB     234    JFK  BTV      45.0       266   1.0    55.0  \n",
+       "108812  N913JB       3    JFK  SJU     194.0      1598   8.0    21.0  \n",
+       "109009  N994AT     807    EWR  ATL     124.0       746  12.0    29.0  \n",
+       "109077  N755EV    5207    LGA  CLT     101.0       544  14.0     0.0  \n",
+       "109078  N538UA     997    EWR  LAX     322.0      2454  14.0     0.0  \n",
+       "109128  N87527    1670    EWR  SFO     334.0      2565  15.0     3.0  \n",
+       "109141  N183JB     118    JFK  BOS      37.0       187  15.0    11.0  \n",
+       "109153  N216JB     308    JFK  PWM      40.0       273  15.0    24.0  \n",
+       "109173  N355JB      34    JFK  BTV      42.0       266  15.0    41.0  \n",
+       "109180  N279JB    1373    JFK  CHS     115.0       636  15.0    49.0  \n",
+       "109184  N457UA     261    EWR  FLL     168.0      1065  15.0    50.0  \n",
+       "109196  N501MQ    3072    JFK  TPA     158.0      1005  16.0     5.0  \n",
+       "109204  N324NB    1231    LGA  DTW      82.0       502  16.0    11.0  \n",
+       "109205  N3EVAA    1256    LGA  MIA     163.0      1096  16.0    12.0  \n",
+       "109222  N561UA     464    EWR  IAH     217.0      1400  16.0    33.0  \n",
+       "109223  N710EV    5431    LGA  PWM      39.0       269  16.0    34.0  \n",
+       "109234  N17984    4377    EWR  JAX     135.0       820  16.0    51.0  \n",
+       "109235  N609MQ    2963    JFK  CVG     104.0       589  16.0    51.0  \n",
+       "109237  N601LR    2904    JFK  BOS      31.0       187  16.0    56.0  \n",
+       "109276  N430UA     429    LGA  IAH     218.0      1416  17.0    44.0  \n",
+       "109287  N754SW    1289    EWR  HOU     215.0      1411  18.0     1.0  \n",
+       "109294  N5DWAA    2285    JFK  MCO     144.0       944  18.0    12.0  \n",
+       "109298  N900DE     221    LGA  ATL     120.0       762  18.0    15.0  \n",
+       "109299  N508MQ    3748    EWR  ORD     117.0       719  18.0    15.0  \n",
+       "109301  N8311Q    1104    LGA  MDW     114.0       725  18.0    17.0  \n",
+       "109302  N945DL    2488    JFK  ATL     121.0       760  18.0    18.0  \n",
+       "109307  N833MQ    3365    JFK  DCA      45.0       213  18.0    23.0  \n",
+       "109323  N913JB    1601    JFK  FLL     151.0      1069  18.0    37.0  \n",
+       "109328  N643JB     167    JFK  OAK     354.0      2576  18.0    44.0  \n",
+       "109331  N16999    4091    EWR  IND     109.0       645  18.0    46.0  \n",
+       "109334  N597JB     753    JFK  PBI     157.0      1028  18.0    49.0  \n",
+       "109337  N179JB    1407    JFK  IAD      49.0       228  18.0    51.0  \n",
+       "109338  N3JFAA     291    JFK  AUS     252.0      1521  18.0    53.0  \n",
+       "109340  N13716    1022    EWR  ORD     120.0       719  18.0    53.0  \n",
+       "109348  N14558    3810    EWR  ATL     125.0       746  18.0    58.0  \n",
+       "109356  N362AA    2351    JFK  MIA     157.0      1089  19.0     5.0  \n",
+       "109360  N813MQ    3501    LGA  RDU      74.0       431  19.0    13.0  \n",
+       "109361  N3DLAA     256    JFK  BOS      31.0       187  19.0    14.0  \n",
+       "109362  N13956    6049    EWR  IAD      45.0       212  19.0    14.0  \n",
+       "109365  N620MQ    2949    JFK  BNA     137.0       765  19.0    15.0  \n",
+       "109372  N639AA      95    JFK  SJU     205.0      1598  19.0    26.0  \n",
+       "109379  N15983    3806    EWR  DAY      91.0       533  19.0    32.0  \n",
+       "109386  N5BRAA    2448    JFK  EGE     261.0      1746  19.0    38.0  \n",
+       "109388  N3JBAA     199    JFK  ORD     125.0       740  19.0    41.0  \n",
+       "109390  N3CRAA      67    JFK  SAN     337.0      2446  19.0    43.0  \n",
+       "109392  N629JB     201    JFK  FLL     150.0      1069  19.0    46.0  \n",
+       "109396  N338AA     177    JFK  SFO     349.0      2586  19.0    59.0  \n",
+       "109402  N249JB    2202    JFK  BUF      59.0       301  20.0     3.0  \n",
+       "109406  N3GYAA     235    JFK  SEA     347.0      2422  20.0     9.0  \n",
+       "109407  N228JB    1443    EWR  PBI     149.0      1023  20.0    10.0  \n",
+       "109412  N8918B    2958    JFK  ORF      53.0       290  20.0    15.0  \n",
+       "109413  N216JB    1185    JFK  RDU      72.0       427  20.0    15.0  \n",
+       "109417  N272PQ    2925    JFK  MSY     189.0      1182  20.0    17.0  \n",
+       "109418  N339AA      21    JFK  LAX     326.0      2475  20.0    19.0  \n",
+       "109423  N12922    4278    EWR  CAE     103.0       602  20.0    25.0  \n",
+       "109424  N923DL    2159    JFK  MCO     141.0       944  20.0    26.0  \n",
+       "109426  N473AA    1691    EWR  DFW     233.0      1372  20.0    31.0  \n",
+       "109427  N8672A    2959    JFK  SYR      42.0       209  20.0    32.0  \n",
+       "109428  N933AT     967    EWR  ATL     116.0       746  20.0    32.0  \n",
+       "109430  N13964    3822    EWR  RIC      49.0       277  20.0    34.0  \n",
+       "109431  N710EV    5038    LGA  BHM     140.0       866  20.0    34.0  \n",
+       "109435  N3HHAA     119    EWR  LAX     333.0      2454  20.0    36.0  \n",
+       "109436  N392SW     152    LGA  MKE     121.0       738  20.0    37.0  \n",
+       "109437  N4XRAA    2488    EWR  DFW     234.0      1372  20.0    38.0  \n",
+       "109438  N840AS    5425    LGA  CAE     100.0       617  20.0    42.0  \n",
+       "109439  N830UA     237    EWR  PHX     296.0      2133  20.0    43.0  \n",
+       "109440  N16919    4195    EWR  PWM       NaN       284  20.0    44.0  \n",
+       "109446  N383DN    2590    JFK  LAS     309.0      2248  20.0    59.0  \n",
+       "109447  N14923    4152    EWR  ATL     126.0       746  21.0     0.0  \n",
+       "109450  N14993    4411    EWR  MEM     165.0       946  21.0     1.0  \n",
+       "109451  N26549    4361    EWR  TYS     105.0       631  21.0     2.0  \n",
+       "109453  N806JB     527    EWR  MCO     145.0       937  21.0     4.0  \n",
+       "109459  N832AS    5714    JFK  IAD      51.0       228  21.0    11.0  \n",
+       "109460  N298PQ    2911    JFK  CVG      99.0       589  21.0    12.0  \n",
+       "109462  N536JB     883    JFK  MCO     144.0       944  21.0    15.0  \n",
+       "109463  N377DA    2481    JFK  PHX     307.0      2153  21.0    15.0  \n",
+       "109465  N376DA    2454    JFK  DEN     237.0      1626  21.0    22.0  \n",
+       "109470  N802UA     340    EWR  MIA     162.0      1085  21.0    31.0  \n",
+       "109471  N355JB    1119    JFK  CLT      89.0       541  21.0    33.0  \n",
+       "109473  N807MQ    3591    LGA  RDU      76.0       431  21.0    33.0  \n",
+       "109475  N546UA     314    JFK  LAX     332.0      2475  21.0    39.0  \n",
+       "109477  N77518    1482    EWR  BOS      33.0       200  21.0    45.0  \n",
+       "109479  N37263    1244    EWR  SJU     199.0      1608  21.0    46.0  \n",
+       "109481  N27722    1269    EWR  PBI     148.0      1023  21.0    47.0  \n",
+       "109482  N537UA     510    EWR  LAX     323.0      2454  21.0    47.0  \n",
+       "109483  N914XJ    2903    JFK  BOS      40.0       187  21.0    50.0  \n",
+       "109484  N706JB     329    JFK  RSW     165.0      1074  21.0    56.0  \n",
+       "109485  N467UA     308    EWR  IAH     218.0      1400  21.0    56.0  \n",
+       "109487  N284WN    3494    EWR  MDW     117.0       711  22.0     0.0  \n",
+       "109488  N279JB     418    JFK  BOS      35.0       187  22.0     1.0  \n",
+       "109490  N587JB     523    JFK  LAX     345.0      2475  22.0     2.0  \n",
+       "109491   N3765    2065    JFK  FLL     148.0      1069  22.0     3.0  \n",
+       "109492  N18556    5796    EWR  CLT      91.0       529  22.0     4.0  \n",
+       "109497  N17560    4224    EWR  MKE     122.0       725  22.0     9.0  \n",
+       "109498  N808MQ    3374    JFK  RDU      74.0       427  22.0     9.0  \n",
+       "109499  N353JB     105    JFK  ORD     121.0       740  22.0    13.0  \n",
+       "109500  N922XJ    2914    JFK  DCA      54.0       213  22.0    17.0  \n",
+       "109501  N12900    5801    EWR  JAX     132.0       820  22.0    19.0  \n",
+       "109503  N12142    4247    EWR  DTW      90.0       488  22.0    23.0  \n",
+       "109505  N14959    4352    EWR  CVG      98.0       569  22.0    24.0  \n",
+       "109506  N16183    4204    EWR  OKC     243.0      1325  22.0    28.0  \n",
+       "109508  N13123    4131    EWR  RIC      49.0       277  22.0    30.0  \n",
+       "109511  N527MQ    3660    LGA  BNA     126.0       764  22.0    40.0  \n",
+       "109512  N297PQ    2928    JFK  ORD     122.0       740  22.0    41.0  \n",
+       "109513  N506JB    1295    JFK  AUS     249.0      1521  22.0    46.0  \n",
+       "109514  N10575    4625    EWR  BWI      34.0       169  22.0    53.0  \n",
+       "109515  N709JB    2053    JFK  PBI     150.0      1028  22.0    58.0  \n",
+       "109516  N283JB     705    EWR  FLL     154.0      1065  22.0    59.0  \n",
+       "109521  N238JB     985    JFK  RDU      74.0       427  23.0     9.0  \n",
+       "109523  N193JB    1677    JFK  JAX     130.0       828  23.0    15.0  \n",
+       "109524  N818MQ    3257    LGA  RDU      69.0       431  23.0    17.0  \n",
+       "109526  N13955    4682    EWR  ALB      26.0       143  23.0    32.0  \n",
+       "109528  N16178    4085    EWR  OMA     176.0      1134  23.0    41.0  \n",
+       "109529  N3AEMQ    3604    EWR  ORD     118.0       719  23.0    48.0  \n",
+       "109532  N3GMAA    2379    LGA  MIA     161.0      1096  24.0     0.0  \n",
+       "109555  N621JB     718    JFK  BOS      36.0       187   0.0    53.0  \n",
+       "109556  N656JB    2053    JFK  PBI     156.0      1028   1.0    25.0  \n",
+       "109646  N12167    4166    EWR  GSP     105.0       594   7.0     8.0  \n",
+       "109696  N5CAAA    2243    JFK  MIA     165.0      1089   7.0    58.0  \n",
+       "109706  N425UA     371    EWR  BOS      35.0       200   8.0     1.0  \n",
+       "109730  N368JB    2180    EWR  BOS      36.0       200   8.0    17.0  \n",
+       "109754  N37277    1143    EWR  PBI     155.0      1023   8.0    37.0  \n",
+       "109802  N514UA     596    EWR  TPA     165.0       997   9.0    22.0  \n",
+       "109812  N14117    4364    EWR  MCI     181.0      1092   9.0    31.0  \n",
+       "109818  N671UA     700    EWR  IAH     233.0      1400   9.0    36.0  \n",
+       "109828  N16951    4409    EWR  RIC      71.0       277   9.0    46.0  \n",
+       "109838  N22909    4537    EWR  MEM     185.0       946   9.0    57.0  \n",
+       "109867  N510MQ    3419    LGA  ATL     133.0       762  10.0    23.0  \n",
+       "109917  N796JB     483    JFK  MCO     156.0       944  11.0    46.0  \n",
+       "109920  N17730    1622    EWR  ORD     127.0       719  11.0    50.0  \n",
+       "109948  N13133    4679    EWR  JAX     134.0       820  12.0    19.0  \n",
+       "109950  N371CA    5309    LGA  BGR      47.0       378  12.0    21.0  \n",
+       "110020  N755EV    5207    LGA  CLT     106.0       544  13.0    54.0  \n",
+       "110021  N14902    6030    EWR  CLT     105.0       529  13.0    54.0  \n",
+       "110034  N29129    1641    EWR  MCO     156.0       937  14.0     5.0  \n",
+       "110044  N16951    5797    EWR  RIC      61.0       277  14.0    29.0  \n",
+       "110092  N36915    4141    EWR  ATL     149.0       746  15.0     3.0  \n",
+       "110100  N994AT     682    EWR  ATL     129.0       746  15.0    10.0  \n",
+       "110105  N568JB     103    JFK  SJU     197.0      1598  15.0    13.0  \n",
+       "110130  N967DL    2247    LGA  ATL     141.0       762  15.0    33.0  \n",
+       "110137  N68452    1107    EWR  DEN     231.0      1605  15.0    38.0  \n",
+       "110162  N267JB     308    JFK  PWM      42.0       273  16.0     7.0  \n",
+       "110165  N75435    1626    EWR  SJU     205.0      1608  16.0    11.0  \n",
+       "110185  N510MQ    3553    LGA  XNA     200.0      1147  16.0    30.0  \n",
+       "110188  N371CA    5015    LGA  IND     109.0       660  16.0    32.0  \n",
+       "110189  N14117    4181    EWR  MCI     185.0      1092  16.0    33.0  \n",
+       "110205  N521MQ    2840    LGA  STL     148.0       888  16.0    50.0  \n",
+       "110210  N656JB     573    EWR  TPA     185.0       997  16.0    54.0  \n",
+       "110225  N517MQ    3734    LGA  BNA     138.0       764  17.0     5.0  \n",
+       "110226  N15555    4377    EWR  JAX     143.0       820  17.0     6.0  \n",
+       "110231  N16954    4502    EWR  BNA     153.0       748  17.0     9.0  \n",
+       "110258  N598JB    1801    JFK  FLL     166.0      1069  17.0    34.0  \n",
+       "110282  N527MQ    3357    LGA  ATL     136.0       762  17.0    55.0  \n",
+       "110284  N22909    4572    EWR  GSP     121.0       594  17.0    59.0  \n",
+       "110294  N3CRAA      45    JFK  LAS     329.0      2248  18.0    14.0  \n",
+       "110312  N12900    4422    EWR  PIT      58.0       319  18.0    26.0  \n",
+       "110322  N521JB    1161    LGA  PBI     162.0      1035  18.0    37.0  \n",
+       "110328  N292PQ    2933    JFK  RDU      76.0       427  18.0    42.0  \n",
+       "110358  N839MQ    3486    LGA  BNA     137.0       764  19.0     8.0  \n",
+       "110363  N935AT     967    EWR  ATL     123.0       746  19.0    16.0  \n",
+       "110373  N279JB    1185    JFK  RDU      92.0       427  19.0    22.0  \n",
+       "110402  N29717    1554    EWR  BOS      36.0       200  19.0    58.0  \n",
+       "110410  N39475    1152    EWR  PDX     347.0      2434  20.0     4.0  \n",
+       "110432  N510UA     389    JFK  SFO     364.0      2586  20.0    35.0  \n",
+       "110452  N372DA    2481    JFK  PHX     296.0      2153  21.0    11.0  \n",
+       "110470  N14188    4321    EWR  MCI     186.0      1092  21.0    41.0  \n",
+       "110476  N17984    4191    EWR  BNA     141.0       748  21.0    46.0  \n",
+       "110480  N87531    1482    EWR  BOS      36.0       200  21.0    52.0  \n",
+       "110483  N595JB     415    JFK  SFO     361.0      2586  22.0     2.0  \n",
+       "110484  N16183    4085    EWR  OMA     174.0      1134  22.0     2.0  \n",
+       "110488  N920XJ    3525    LGA  SYR      36.0       198  22.0    29.0  \n",
+       "110490  N517MQ    3384    LGA  CLT      96.0       544  22.0    33.0  \n",
+       "110491  N76514    1066    EWR  BOS      36.0       200  22.0    37.0  \n",
+       "110493  N12900    4672    EWR  STL     159.0       872  22.0    49.0  \n",
+       "110496  N22909    4645    EWR  JAX     145.0       820  22.0    54.0  \n",
+       "110498  N15555    4625    EWR  BWI      38.0       169  23.0     3.0  \n",
+       "110499  N564JB    1183    JFK  MCO     165.0       944  23.0    12.0  \n",
+       "110502  N639JB    1901    JFK  FLL     164.0      1069  23.0    28.0  \n",
+       "110503  N527JB     425    JFK  TPA     163.0      1005  23.0    32.0  \n",
+       "110505  N279JB     985    JFK  RDU      93.0       427  23.0    56.0  \n",
+       "110522  N374JB     108    JFK  PWM      50.0       273   0.0    26.0  \n",
+       "110653  N505UA     303    JFK  SFO     381.0      2586   8.0     2.0  \n",
+       "110725  N569UA     623    EWR  SAN     351.0      2425   9.0    10.0  \n",
+       "110731  N16999    4249    EWR  BWI      39.0       169   9.0    20.0  \n",
+       "110754  N14923    4711    EWR  STL     157.0       872   9.0    49.0  \n",
+       "110774  N318JB    1634    JFK  BTV      43.0       266  10.0    20.0  \n",
+       "110776  N641JB     795    JFK  AUS     240.0      1521  10.0    21.0  \n",
+       "110793  N5FRAA    1085    JFK  MIA     168.0      1089  10.0    46.0  \n",
+       "110807  N449UA     253    EWR  RSW     160.0      1068  11.0     7.0  \n",
+       "110811  N14188    4321    EWR  MCI     192.0      1092  11.0    19.0  \n",
+       "110831  N936DL    1109    LGA  TPA     156.0      1010  11.0    42.0  \n",
+       "110869  N16999    4140    EWR  ATL     140.0       746  12.0    27.0  \n",
+       "110874  N27205    1143    EWR  PBI     164.0      1023  12.0    39.0  \n",
+       "110910  N980DL    1947    LGA  ATL     129.0       762  13.0    14.0  \n",
+       "110951  N622VA     411    JFK  LAX     376.0      2475  14.0    22.0  \n",
+       "110962  N527MQ    3670    LGA  ATL     130.0       762  14.0    35.0  \n",
+       "111017  N11544    4234    EWR  BWI      41.0       169  15.0    25.0  \n",
+       "111041  N216JB     575    JFK  MSY     203.0      1182  15.0    57.0  \n",
+       "111080  N337JB    1729    JFK  RSW     177.0      1074  16.0    49.0  \n",
+       "111101  N292JB    2402    JFK  BUF      62.0       301  17.0     9.0  \n",
+       "111129  N17108    4667    EWR  MSP     169.0      1008  17.0    36.0  \n",
+       "111144  N0EGMQ    3748    EWR  ORD     128.0       719  17.0    58.0  \n",
+       "111160  N19966    4171    EWR  MSN     145.0       799  18.0    19.0  \n",
+       "111189  N478UA     472    EWR  SAT     229.0      1569  18.0    55.0  \n",
+       "111195  N279JB    1185    JFK  RDU      78.0       427  19.0     1.0  \n",
+       "111196  N16151    4381    EWR  DTW      94.0       488  19.0     2.0  \n",
+       "111217  N374JB    1119    JFK  CLT      96.0       541  19.0    44.0  \n",
+       "111231  N5DSAA    1029    JFK  SJU     193.0      1598  20.0    12.0  \n",
+       "111234  N8560F    2960    JFK  CLE      89.0       425  20.0    20.0  \n",
+       "111248  N292JB    1407    JFK  IAD      53.0       228  20.0    57.0  \n",
+       "111266  N627JB    1205    JFK  PDX       NaN      2454  21.0    55.0  \n",
+       "111399  N712US    1791    JFK  CLT      98.0       541   7.0    20.0  \n",
+       "111418  N13978    6055    LGA  IAD      50.0       229   7.0    45.0  \n",
+       "111467  N3BRAA    2279    LGA  MIA     174.0      1096   8.0    21.0  \n",
+       "111478  N11140    4241    EWR  DCA      54.0       199   8.0    30.0  \n",
+       "111482  N11536    4560    EWR  PIT      57.0       319   8.0    34.0  \n",
+       "111486  N642AA     443    JFK  MIA     168.0      1089   8.0    37.0  \n",
+       "111514  N12921    3839    EWR  BNA     130.0       748   8.0    58.0  \n",
+       "111556  N3AAAA    1838    JFK  BOS      34.0       187   9.0    49.0  \n",
+       "111579  N449UA     430    EWR  TPA     159.0       997  10.0     7.0  \n",
+       "111588  N17229    1480    EWR  SFO     353.0      2565  10.0    19.0  \n",
+       "111592  N5DLAA     647    JFK  MIA     167.0      1089  10.0    24.0  \n",
+       "111593  N907XJ    3422    JFK  BOS      33.0       187  10.0    26.0  \n",
+       "111597  N16919    3815    EWR  GSO      83.0       445  10.0    28.0  \n",
+       "111603  N434AA     313    LGA  ORD     115.0       733  10.0    36.0  \n",
+       "111625  N21154    4636    EWR  DCA      44.0       199  11.0    13.0  \n",
+       "111642  N14543    4691    EWR  DAY      90.0       533  11.0    33.0  \n",
+       "111674  N527MQ    3792    JFK  DCA      54.0       213  12.0     8.0  \n",
+       "111714  N8458A    3661    JFK  ROC      54.0       264  13.0     7.0  \n",
+       "111720  N11535    3826    EWR  ATL     123.0       746  13.0    21.0  \n",
+       "111722  N18557    4689    EWR  CHS     111.0       628  13.0    22.0  \n",
+       "111750  N239JB      32    JFK  ROC      54.0       264  14.0    10.0  \n",
+       "111760  N11193    4129    EWR  DCA      39.0       199  14.0    19.0  \n",
+       "111821  N15555    4120    EWR  BUF      53.0       282  15.0    17.0  \n",
+       "111823  N734MQ    4431    LGA  RDU      76.0       431  15.0    18.0  \n",
+       "111826  N8560F    3638    JFK  PHL      29.0        94  15.0    24.0  \n",
+       "111866  N16571    4381    EWR  DTW      85.0       488  16.0     0.0  \n",
+       "111875  N510UA     257    JFK  SFO     364.0      2586  16.0     6.0  \n",
+       "111888  N3BRAA    1925    LGA  MIA     163.0      1096  16.0    21.0  \n",
+       "111890  N503AA     337    LGA  ORD     123.0       733  16.0    23.0  \n",
+       "111901  N13538    4171    EWR  MSN     125.0       799  16.0    33.0  \n",
+       "111930  N750UW    1665    LGA  CLT      96.0       544  16.0    55.0  \n",
+       "111933  N11199    4352    EWR  CVG     101.0       569  16.0    58.0  \n",
+       "111976  N737JW     161    EWR  DEN     237.0      1605  17.0    38.0  \n",
+       "112028  N480UA     738    EWR  SEA     334.0      2402  18.0    30.0  \n",
+       "112037  N8886A    3635    JFK  BWI      42.0       184  18.0    44.0  \n",
+       "112055  N15555    4300    EWR  RIC      55.0       277  18.0    56.0  \n",
+       "112080  N13913    4588    EWR  MHT      41.0       209  19.0    22.0  \n",
+       "112083  N16546    4411    EWR  MEM     153.0       946  19.0    25.0  \n",
+       "112087  N15572    4202    EWR  STL     139.0       872  19.0    30.0  \n",
+       "112092  N933XJ    3542    JFK  MSP     158.0      1029  19.0    33.0  \n",
+       "112098  N14907    4397    EWR  MCI     178.0      1092  19.0    36.0  \n",
+       "112125  N552JB     711    JFK  LAS     317.0      2248  20.0    23.0  \n",
+       "112128  N903XJ    3373    JFK  RDU      73.0       427  20.0    26.0  \n",
+       "112130  N510JB     171    JFK  SMF     356.0      2521  20.0    28.0  \n",
+       "112131  N370NW    2027    JFK  FLL     155.0      1069  20.0    28.0  \n",
+       "112132  N919DL    1585    LGA  MCO     139.0       950  20.0    30.0  \n",
+       "112135  N921XJ    3368    JFK  PIT      64.0       340  20.0    33.0  \n",
+       "112137  N14105    4532    EWR  CHS      98.0       628  20.0    34.0  \n",
+       "112145  N8EGMQ    3783    JFK  CMH      79.0       483  20.0    43.0  \n",
+       "112151  N14562    4412    EWR  BUF      58.0       282  20.0    50.0  \n",
+       "112156  N14179    4204    EWR  OKC     211.0      1325  20.0    53.0  \n",
+       "112165  N14568    4416    EWR  BNA     121.0       748  21.0     4.0  \n",
+       "112166  N336AA      21    JFK  LAX     331.0      2475  21.0     6.0  \n",
+       "112168  N12922    4323    EWR  CVG      99.0       569  21.0     9.0  \n",
+       "112169  N745VJ    2189    LGA  DCA      40.0       214  21.0    12.0  \n",
+       "112179  N18556    3274    LGA  CLE      71.0       419  21.0    31.0  \n",
+       "112180  N12540    3822    EWR  TYS     101.0       631  21.0    32.0  \n",
+       "112181  N917XJ    3439    JFK  CVG      94.0       589  21.0    32.0  \n",
+       "112190  N14116    4119    EWR  RIC      51.0       277  22.0     6.0  \n",
+       "112191  N8886A    4091    JFK  BWI      36.0       184  22.0     8.0  \n",
+       "112195  N651JB     529    EWR  MCO     132.0       937  22.0    35.0  \n",
+       "112197  N33203    1066    EWR  BOS      39.0       200  22.0    38.0  \n",
+       "112203  N13913    3833    EWR  STL     135.0       872  22.0    56.0  \n",
+       "112204  N11199    4645    EWR  JAX     117.0       820  23.0     9.0  \n",
+       "112314  N421UA     741    EWR  ORD     119.0       719   7.0    44.0  \n",
+       "112331  N608JB     102    JFK  BUF      57.0       301   8.0     0.0  \n",
+       "112356  N506JB     715    JFK  SJU     197.0      1598   8.0    23.0  \n",
+       "112413  N366NW    2143    JFK  MIA     166.0      1089   9.0    25.0  \n",
+       "112418  N828MQ    4406    JFK  RDU      73.0       427   9.0    29.0  \n",
+       "112429  N13908    4548    EWR  RDU      69.0       416   9.0    44.0  \n",
+       "112434  N905XJ    3422    JFK  BOS      32.0       187   9.0    52.0  \n",
+       "112468  N8477R    4220    JFK  RDU      74.0       427  11.0     2.0  \n",
+       "112472  N483AA     721    LGA  DFW     214.0      1389  11.0    10.0  \n",
+       "112532  N303DQ     485    EWR  ATL     114.0       746  12.0    52.0  \n",
+       "112568  N329JB      66    JFK  BUF      65.0       301  13.0    38.0  \n",
+       "112583  N828MQ    4404    JFK  RDU      75.0       427  14.0     4.0  \n",
+       "112586  N13908    4129    EWR  DCA      41.0       199  14.0    12.0  \n",
+       "112595  N14179    4119    EWR  BWI      35.0       169  14.0    30.0  \n",
+       "112656  N529UA     668    EWR  TPA     147.0       997  15.0    31.0  \n",
+       "112686  N190JB     347    JFK  SRQ     155.0      1041  16.0     1.0  \n",
+       "112725  N909XJ    3523    JFK  ORD     112.0       740  16.0    49.0  \n",
+       "112727  N8977A    4178    JFK  ROC      55.0       264  16.0    50.0  \n",
+       "112729  N21130    4667    EWR  MSP     147.0      1008  16.0    51.0  \n",
+       "112769  N31131    4271    EWR  ALB      35.0       143  17.0    33.0  \n",
+       "112776  N178JB    1053    JFK  PIT      69.0       340  17.0    45.0  \n",
+       "112798  N17128    1029    EWR  IAH     188.0      1400  18.0    18.0  \n",
+       "112799  N828MQ    4410    JFK  DCA      49.0       213  18.0    20.0  \n",
+       "112813  N923MQ    4323    JFK  ORF      49.0       290  18.0    40.0  \n",
+       "112865  N12136    4630    EWR  PWM      51.0       284  20.0    13.0  \n",
+       "112876  N11565    4703    EWR  BUF      49.0       282  20.0    41.0  \n",
+       "112890  N279WN     825    LGA  MDW     105.0       725  21.0    42.0  \n",
+       "112895  N612JB     383    LGA  FLL     162.0      1076  22.0    37.0  \n",
+       "113028  N640JB     102    JFK  BUF      52.0       301   8.0    36.0  \n",
+       "113035  N319AA     443    JFK  MIA     156.0      1089   8.0    44.0  \n",
+       "113054  N607JB    1601    LGA  RSW     157.0      1080   8.0    59.0  \n",
+       "113109  N27421    1072    EWR  FLL     150.0      1065  10.0    27.0  \n",
+       "113118  N705JB     361    LGA  PBI     143.0      1035  10.0    54.0  \n",
+       "113128  N8721B    4220    JFK  RDU      69.0       427  11.0     4.0  \n",
+       "113151  N3AWAA    1871    LGA  MIA     147.0      1096  11.0    41.0  \n",
+       "113154  N39728    1177    EWR  EGE     251.0      1726  11.0    44.0  \n",
+       "113159  N15983    4240    EWR  BUF      48.0       282  11.0    52.0  \n",
+       "113215  N925XJ    3483    JFK  BOS      34.0       187  13.0     9.0  \n",
+       "113219  N537UA     448    EWR  LAS     318.0      2227  13.0    21.0  \n",
+       "113230  N828MQ    4404    JFK  RDU      72.0       427  13.0    36.0  \n",
+       "113256  N331NW     181    LGA  DTW      81.0       502  14.0    11.0  \n",
+       "113259  N510JB      85    JFK  FLL     145.0      1069  14.0    17.0  \n",
+       "113326  N11539    5683    EWR  BWI      36.0       169  15.0    20.0  \n",
+       "113336  N324JB     625    JFK  HOU     204.0      1428  15.0    28.0  \n",
+       "113343  N78524    1734    LGA  IAH     199.0      1416  15.0    31.0  \n",
+       "113355  N600QX    5358    LGA  MSN     121.0       812  15.0    45.0  \n",
+       "113397  N265JB      12    JFK  SYR      44.0       209  16.0    21.0  \n",
+       "113448  N13992    3820    EWR  SDF     104.0       642  17.0     3.0  \n",
+       "113460  N656JB    1053    JFK  PIT      63.0       340  17.0    18.0  \n",
+       "113485  N522MQ    4622    LGA  BNA     111.0       764  17.0    37.0  \n",
+       "113493  N72405    1262    EWR  MCO     126.0       937  17.0    45.0  \n",
+       "113551  N19554    4202    EWR  STL     136.0       872  18.0    48.0  \n",
+       "113573  N599JB     985    LGA  TPA     142.0      1010  19.0     5.0  \n",
+       "113598  N430WN     408    LGA  BNA     114.0       764  19.0    35.0  \n",
+       "113602  N913XJ    3424    JFK  DTW      83.0       509  19.0    42.0  \n",
+       "113639  N17138    4131    EWR  RIC      49.0       277  20.0    28.0  \n",
+       "113647  N16961    4227    EWR  GRR     100.0       605  20.0    38.0  \n",
+       "113665  N921XJ    3314    JFK  JAX     118.0       828  21.0     5.0  \n",
+       "113684  N768JB     677    JFK  LAX       NaN      2475  22.0     3.0  \n",
+       "113686  N14162    4191    EWR  BNA     115.0       748  22.0    17.0  \n",
+       "113689  N10156    3272    LGA  CLE      68.0       419  22.0    34.0  \n",
+       "113691  N8886A    3609    JFK  PHL      26.0        94  22.0    43.0  \n",
+       "113695  N14153    4322    EWR  PWM      56.0       284  23.0    14.0  \n",
+       "113696  N13123    4519    EWR  BWI      33.0       169  23.0    25.0  \n",
+       "113819  N8308K    3223    LGA  MDW     139.0       725   7.0     4.0  \n",
+       "113876  N14171    6055    LGA  IAD      52.0       229   8.0     7.0  \n",
+       "113894  N513MQ    3737    EWR  ORD     128.0       719   8.0    21.0  \n",
+       "113962  N15574    4537    EWR  MEM     173.0       946   9.0    16.0  \n",
+       "113974  N27962    4457    EWR  MHT      41.0       209   9.0    29.0  \n",
+       "113976  N503UA     451    EWR  IAH     218.0      1400   9.0    30.0  \n",
+       "114010  N601LR    3521    JFK  ORD     136.0       740  10.0    23.0  \n",
+       "114018  N14148    4234    EWR  STL     153.0       872  10.0    32.0  \n",
+       "114032  N4WSAA     319    LGA  ORD     145.0       733  10.0    57.0  \n",
+       "114035  N444UA     544    LGA  ORD     137.0       733  10.0    59.0  \n",
+       "114039  N837UA     258    LGA  ORD     134.0       733  11.0     2.0  \n",
+       "114048  N14952    4187    EWR  BNA     135.0       748  11.0    15.0  \n",
+       "114065  N36280    1626    EWR  SAN     338.0      2425  11.0    32.0  \n",
+       "114104  N833AS    5711    JFK  IAD      45.0       228  12.0    19.0  \n",
+       "114164  N14179    4135    EWR  CLT     100.0       529  13.0    40.0  \n",
+       "114167  N535MQ    4601    LGA  BNA     124.0       764  13.0    45.0  \n",
+       "114172  N531MQ    3697    EWR  ORD     124.0       719  13.0    49.0  \n",
+       "114193  N542AA     329    LGA  ORD     136.0       733  14.0    31.0  \n",
+       "114211  N804JB      83    JFK  SEA     365.0      2422  14.0    49.0  \n",
+       "114228  N13992    4171    EWR  MSN     131.0       799  15.0     0.0  \n",
+       "114231  N16976    4434    EWR  MHT      38.0       209  15.0     2.0  \n",
+       "114234  N29917    4368    EWR  BDL      25.0       116  15.0     4.0  \n",
+       "114242  N419UA     385    EWR  IAH     222.0      1400  15.0    16.0  \n",
+       "114268  N183JB     615    JFK  JAX     140.0       828  15.0    45.0  \n",
+       "114273  N14907    4572    EWR  GSP     108.0       594  15.0    50.0  \n",
+       "114302  N14543    4381    EWR  DTW       NaN       488  16.0     5.0  \n",
+       "114306  N15983    4571    EWR  PWM      49.0       284  16.0    10.0  \n",
+       "114316  N15574    4596    EWR  STL     143.0       872  16.0    19.0  \n",
+       "114319  N12996    4125    EWR  RDU      73.0       416  16.0    23.0  \n",
+       "114324  N532MQ    4669    LGA  ATL     124.0       762  16.0    26.0  \n",
+       "114336  N24224    1579    EWR  MIA     160.0      1085  16.0    38.0  \n",
+       "114356  N25134    4086    EWR  GRR     104.0       605  16.0    56.0  \n",
+       "114376  N284JB    1010    JFK  BOS      37.0       187  17.0    14.0  \n",
+       "114390  N465UA     337    LGA  IAH     219.0      1416  17.0    25.0  \n",
+       "114397  N329JB    1085    JFK  CLT      97.0       541  17.0    32.0  \n",
+       "114398  N483WN     161    EWR  DEN     226.0      1605  17.0    33.0  \n",
+       "114399  N490AA     341    LGA  ORD     150.0       733  17.0    34.0  \n",
+       "114414  N851VA      27    JFK  SFO     359.0      2586  17.0    47.0  \n",
+       "114416  N16999    3820    EWR  SDF     123.0       642  17.0    49.0  \n",
+       "114427  N901XJ    3375    JFK  SAT     257.0      1587  18.0     0.0  \n",
+       "114460  N16911    4702    EWR  GSO      78.0       445  18.0    26.0  \n",
+       "114466  N19966    4373    EWR  DCA      45.0       199  18.0    33.0  \n",
+       "114470  N26549    3805    EWR  SAV     122.0       708  18.0    39.0  \n",
+       "114473  N22909    4316    EWR  BWI      36.0       169  18.0    42.0  \n",
+       "114475  N604LR    3459    JFK  BNA     118.0       765  18.0    45.0  \n",
+       "114508  N23707    1221    EWR  DFW     198.0      1372  19.0    17.0  \n",
+       "114516  N536JB       9    JFK  MCO     152.0       944  19.0    25.0  \n",
+       "114518  N12540    4323    EWR  CVG     107.0       569  19.0    28.0  \n",
+       "114547  N13958    4227    EWR  GRR     104.0       605  19.0    59.0  \n",
+       "114551  N628VA      29    JFK  SFO     361.0      2586  20.0     0.0  \n",
+       "114561  N639JB      87    JFK  SLC     286.0      1990  20.0    18.0  \n",
+       "114569  N518MQ    3730    EWR  ORD     111.0       719  20.0    27.0  \n",
+       "114572  N13202    4397    EWR  MCI     167.0      1092  20.0    30.0  \n",
+       "114574  N16149    4333    EWR  TUL     198.0      1215  20.0    32.0  \n",
+       "114582  N208WN     408    LGA  BNA     119.0       764  20.0    42.0  \n",
+       "114593  N712EV    5038    LGA  BHM     145.0       866  20.0    57.0  \n",
+       "114606  N750EV    5054    EWR  MSP     158.0      1008  21.0    26.0  \n",
+       "114610  N919XJ    3373    JFK  RDU      80.0       427  21.0    34.0  \n",
+       "114612  N16963    4520    EWR  PWM      47.0       284  21.0    37.0  \n",
+       "114613  N25134    4695    EWR  MHT      38.0       209  21.0    37.0  \n",
+       "114615  N202WN     633    EWR  MDW     109.0       711  21.0    48.0  \n",
+       "114618  N12135    4085    EWR  OMA     178.0      1134  21.0    54.0  \n",
+       "114620  N14952    4348    EWR  MSP     166.0      1008  21.0    56.0  \n",
+       "114625  N16546    3274    LGA  CLE      70.0       419  22.0    14.0  \n",
+       "114626  N532MQ    4584    LGA  CLT      82.0       544  22.0    18.0  \n",
+       "114627  N29917    4619    EWR  PHL      28.0        80  22.0    31.0  \n",
+       "114631  N13969    4108    EWR  IAD      43.0       212  22.0    48.0  \n",
+       "114632  N16911    4404    EWR  PVD      30.0       160  22.0    48.0  \n",
+       "114634  N14543    4309    EWR  ALB      29.0       143  22.0    59.0  \n",
+       "114637  N14570    4162    EWR  BTV      48.0       266  23.0    41.0  \n",
+       "114807  N15574    4172    EWR  SDF     119.0       642   8.0    11.0  \n",
+       "114889  N358NB     269    JFK  ATL     117.0       760   9.0    14.0  \n",
+       "114903  N16963    4529    EWR  MYR      89.0       550   9.0    34.0  \n",
+       "114908  N932XJ    3538    JFK  MSP     158.0      1029   9.0    49.0  \n",
+       "114927  N25134    4364    EWR  MCI     174.0      1092  10.0     9.0  \n",
+       "114947  N21144    4711    EWR  STL     141.0       872  10.0    33.0  \n",
+       "115012  N399AA     179    JFK  SFO     410.0      2586  12.0     1.0  \n",
+       "115028  N13553    4222    EWR  MKE     119.0       725  12.0    25.0  \n",
+       "115054  N13958    4335    EWR  RDU      72.0       416  12.0    57.0  \n",
+       "115108  N16999    4120    EWR  BUF      50.0       282  14.0    25.0  \n",
+       "115202  N413UA     750    EWR  AUS     222.0      1504  15.0    53.0  \n",
+       "115245  N480AA     337    LGA  ORD     126.0       733  16.0    30.0  \n",
+       "115251  N933DL    1231    LGA  DTW      92.0       502  16.0    40.0  \n",
+       "115291  N358NW    1695    LGA  TPA     152.0      1010  17.0    16.0  \n",
+       "115317  N5DXAA    1635    JFK  SJU     199.0      1598  17.0    38.0  \n",
+       "115337  N11140    4581    EWR  MKE     112.0       725  17.0    54.0  \n",
+       "115364  N16999    4705    EWR  ATL     121.0       746  18.0    20.0  \n",
+       "115366  N3750D      91    JFK  LAS     317.0      2248  18.0    22.0  \n",
+       "115385  N11107    4092    EWR  DAY      88.0       533  18.0    45.0  \n",
+       "115400  N173AT     623    LGA  ATL     118.0       762  18.0    59.0  \n",
+       "115404  N277WN     389    LGA  MDW     115.0       725  19.0     6.0  \n",
+       "115453  N178JB    1176    EWR  BOS      43.0       200  19.0    55.0  \n",
+       "115464  N17146    4131    EWR  RIC      57.0       277  20.0    10.0  \n",
+       "115475  N11121    4175    EWR  CLT      87.0       529  20.0    27.0  \n",
+       "115483  N17169    3274    LGA  CLE      72.0       419  20.0    38.0  \n",
+       "115485  N5CHAA    1613    JFK  SJU     192.0      1598  20.0    39.0  \n",
+       "115496  N14558    4309    EWR  ALB      26.0       143  21.0    19.0  \n",
+       "115508  N442UA     695    LGA  ORD     115.0       733  21.0    46.0  \n",
+       "115513  N17560    4565    EWR  JAX     128.0       820  22.0    10.0  \n",
+       "115515  N14188    4536    EWR  CVG     100.0       569  22.0    22.0  \n",
+       "115516  N15572    4119    EWR  RIC      54.0       277  22.0    26.0  \n",
+       "115521  N552JB      11    JFK  FLL     157.0      1069  22.0    44.0  \n",
+       "115524  N8EGMQ    4584    LGA  CLT      84.0       544  22.0    48.0  \n",
+       "115526  N11107    4519    EWR  BWI      33.0       169  23.0    17.0  \n",
+       "115527  N292JB    1178    EWR  BOS      39.0       200  23.0    33.0  \n",
+       "115546  N187JB      22    JFK  SYR      41.0       209   0.0     6.0  \n",
+       "115867  N602LR    3405    JFK  DCA      42.0       213  11.0     3.0  \n",
+       "115888  N14188    4638    EWR  CVG      98.0       569  11.0    35.0  \n",
+       "115927  N349NB    2379    LGA  FLL     145.0      1076  12.0    36.0  \n",
+       "115935  N832AS    5736    LGA  IAD      49.0       229  12.0    47.0  \n",
+       "115972  N510MQ    4646    LGA  MSP     181.0      1020  13.0    32.0  \n",
+       "115995  N916XJ    3483    JFK  BOS      34.0       187  13.0    54.0  \n",
+       "116036  N600QX    5273    LGA  PIT      64.0       335  14.0    53.0  \n",
+       "116063  N612QX    5371    LGA  JAX     109.0       833  15.0     9.0  \n",
+       "116091  N505UA     257    JFK  SFO     353.0      2586  15.0    38.0  \n",
+       "116125  N8475B    4357    JFK  ORF      56.0       290  16.0     6.0  \n",
+       "116129  N904XJ    3452    JFK  BOS      42.0       187  16.0    10.0  \n",
+       "116191  N15973    3820    EWR  SDF     116.0       642  17.0     8.0  \n",
+       "116217  N17196    4271    EWR  ALB      33.0       143  17.0    29.0  \n",
+       "116219  N354NW    2027    JFK  FLL     157.0      1069  17.0    32.0  \n",
+       "116220  N17560    4299    EWR  DCA      44.0       199  17.0    34.0  \n",
+       "116249  N335AA     181    JFK  LAX     335.0      2475  18.0     1.0  \n",
+       "116251  N644DL    1499    LGA  ATL     112.0       762  18.0     3.0  \n",
+       "116276  N916XJ    3375    JFK  SAT       NaN      1587  18.0    30.0  \n",
+       "116311  N5CAAA    1635    JFK  SJU     192.0      1598  19.0     4.0  \n",
+       "116328  N349NB    1473    LGA  MEM     154.0       963  19.0    22.0  \n",
+       "116343  N560UA     272    JFK  SFO     342.0      2586  19.0    37.0  \n",
+       "116364  N712EV    5203    EWR  DTW      87.0       488  20.0     0.0  \n",
+       "116373  N755EV    4997    EWR  DTW      87.0       488  20.0    15.0  \n",
+       "116375  N3749D    1345    JFK  PHX     292.0      2153  20.0    22.0  \n",
+       "116403  N11548    4536    EWR  CVG     102.0       569  21.0     2.0  \n",
+       "116406  N8673D    4091    JFK  BWI      37.0       184  21.0    13.0  \n",
+       "116408  N17196    4333    EWR  TUL     194.0      1215  21.0    19.0  \n",
+       "116413  N546MQ    4662    LGA  ATL     118.0       762  21.0    26.0  \n",
+       "116417  N910XJ    3373    JFK  RDU      73.0       427  21.0    49.0  \n",
+       "116418  N502UA     771    JFK  LAX     330.0      2475  21.0    51.0  \n",
+       "116422  N13955    3822    EWR  TYS     107.0       631  21.0    54.0  \n",
+       "116424  N921XJ    3395    JFK  DCA      40.0       213  21.0    56.0  \n",
+       "116425  N14998    4108    EWR  IAD      44.0       212  21.0    59.0  \n",
+       "116428  N14905    4416    EWR  BNA     114.0       748  22.0     8.0  \n",
+       "116429  N612QX    5073    LGA  MSN     127.0       812  22.0    42.0  \n",
+       "116433  N827AS    5714    JFK  IAD      42.0       228  23.0     0.0  \n",
+       "116434  N492UA     695    LGA  ORD     120.0       733  23.0     2.0  \n",
+       "116436  N721TW    2363    JFK  LAX     345.0      2475  23.0    24.0  \n",
+       "116447  N16961    4322    EWR  PWM      45.0       284   0.0    27.0  \n",
+       "116612  N37274    1162    EWR  ORD     128.0       719   8.0     9.0  \n",
+       "116695  N907XJ    3521    JFK  ORD     131.0       740   9.0    20.0  \n",
+       "116696  N604AW     675    EWR  CLT      92.0       529   9.0    20.0  \n",
+       "116724  N19966    4457    EWR  MHT      38.0       209   9.0    56.0  \n",
+       "116735  N12195    4409    EWR  RIC      56.0       277  10.0     5.0  \n",
+       "116776  N912XJ    3317    JFK  BUF      54.0       301  11.0     1.0  \n",
+       "116842  N11565    4694    EWR  MKE     121.0       725  12.0    29.0  \n",
+       "116889  N920XJ    3483    JFK  BOS      37.0       187  13.0    26.0  \n",
+       "117048  N8948B    4357    JFK  ORF      56.0       290  16.0     9.0  \n",
+       "117074  N484UA     473    EWR  FLL     163.0      1065  16.0    36.0  \n",
+       "117100  N908XJ    3355    JFK  MSP     150.0      1029  17.0     0.0  \n",
+       "117107  N912XJ    3459    JFK  BNA     117.0       765  17.0     6.0  \n",
+       "117124  N926XJ    3387    JFK  RDU      81.0       427  17.0    16.0  \n",
+       "117127  N745SW     161    EWR  DEN     232.0      1605  17.0    18.0  \n",
+       "117153  N480AA     341    LGA  ORD     120.0       733  17.0    47.0  \n",
+       "117155  N968DL    1231    LGA  DTW      91.0       502  17.0    50.0  \n",
+       "117180  N3750D     329    JFK  SJU     183.0      1598  18.0    11.0  \n",
+       "117195  N265JB     917    JFK  ORD     128.0       740  18.0    25.0  \n",
+       "117203  N4YMAA     345    LGA  ORD     119.0       733  18.0    35.0  \n",
+       "117211  N18557    4705    EWR  ATL     129.0       746  18.0    46.0  \n",
+       "117232  N347NB    2331    LGA  DTW      90.0       502  19.0     5.0  \n",
+       "117255  N3FDAA     353    LGA  ORD     119.0       733  19.0    29.0  \n",
+       "117267  N513MQ    4674    LGA  CLE      66.0       419  19.0    40.0  \n",
+       "117275  N76515    1139    EWR  ORD     119.0       719  19.0    53.0  \n",
+       "117289  N11194    4520    EWR  PWM      44.0       284  20.0     1.0  \n",
+       "117296  N8938A    4019    JFK  RIC      55.0       288  20.0    10.0  \n",
+       "117299  N14952    4227    EWR  GRR     104.0       605  20.0    13.0  \n",
+       "117304  N490UA     891    LGA  IAH     208.0      1416  20.0    19.0  \n",
+       "117305  N530MQ    3695    EWR  ORD     115.0       719  20.0    21.0  \n",
+       "117306  N833UA     593    EWR  SNA       NaN      2434  20.0    22.0  \n",
+       "117310  N342NW    2019    LGA  MSP     148.0      1020  20.0    32.0  \n",
+       "117318  N3BVAA     791    LGA  DFW     211.0      1389  20.0    41.0  \n",
+       "117340  N15912    3274    LGA  CLE      68.0       419  21.0    20.0  \n",
+       "117343  N12921    4133    EWR  GSP     102.0       594  21.0    24.0  \n",
+       "117345  N3HEAA    1709    LGA  MIA     157.0      1096  21.0    25.0  \n",
+       "117353  N937XJ    3525    JFK  ORD     141.0       740  21.0    54.0  \n",
+       "117358  N915XJ    3395    JFK  DCA      47.0       213  22.0     5.0  \n",
+       "117359  N571JB    1020    JFK  BOS      31.0       187  22.0    11.0  \n",
+       "117360  N321NB    1854    LGA  FLL     158.0      1076  22.0    13.0  \n",
+       "117361  N454UA     890    EWR  MIA     159.0      1085  22.0    14.0  \n",
+       "117364  N909DE    2139    LGA  MIA     152.0      1096  22.0    20.0  \n",
+       "117365  N826UA     754    EWR  TPA     147.0       997  22.0    28.0  \n",
+       "117371  N403WN     633    EWR  MDW     111.0       711  23.0     0.0  \n",
+       "117469  N14905    6055    LGA  IAD      55.0       229   7.0    15.0  \n",
+       "117587  N361NB    2006    LGA  MSY     163.0      1183   9.0     3.0  \n",
+       "117609  N734MQ    4490    LGA  CMH      77.0       479   9.0    27.0  \n",
+       "117612  N11194    4652    EWR  MYR      83.0       550   9.0    34.0  \n",
+       "117621  N479UA     338    LGA  DEN     233.0      1620   9.0    46.0  \n",
+       "117623  N16918    4388    EWR  JAX     135.0       820   9.0    49.0  \n",
+       "117638  N722MQ    4558    LGA  CLE      68.0       419  10.0     7.0  \n",
+       "117665  N775JB     197    JFK  LAS     322.0      2248  11.0     0.0  \n",
+       "117686  N920DE    2003    LGA  MIA     157.0      1096  11.0    33.0  \n",
+       "117689  N485UA     258    LGA  ORD     113.0       733  11.0    37.0  \n",
+       "117690  N919DL    1903    LGA  SRQ     162.0      1047  11.0    39.0  \n",
+       "117696  N593JB      41    JFK  MCO     144.0       944  11.0    48.0  \n",
+       "117711  N945DL    2285    LGA  MCO     136.0       950  12.0     8.0  \n",
+       "117712  N0EGMQ    4589    LGA  DTW      84.0       502  12.0    10.0  \n",
+       "117716  N17560    4662    EWR  RDU      71.0       416  12.0    14.0  \n",
+       "117719  N76516    1515    LGA  IAH     204.0      1416  12.0    18.0  \n",
+       "117721  N347NB    2319    LGA  MSP     146.0      1020  12.0    26.0  \n",
+       "117727  N75432    1625    EWR  DEN     223.0      1605  12.0    32.0  \n",
+       "117728  N927WN     469    LGA  BNA     115.0       764  12.0    37.0  \n",
+       "117734  N713MQ    4485    LGA  CMH      77.0       479  12.0    54.0  \n",
+       "117736  N218WN    1964    LGA  MKE     114.0       738  12.0    58.0  \n",
+       "117745  N335NB    1031    LGA  DTW      81.0       502  13.0    14.0  \n",
+       "117756  N12195    4640    EWR  DAY      82.0       533  13.0    31.0  \n",
+       "117765  N3FJAA    1871    LGA  MIA     152.0      1096  13.0    48.0  \n",
+       "117780  N76265    1641    EWR  MCO     141.0       937  14.0    23.0  \n",
+       "117804  N487WN    1873    LGA  STL     130.0       888  15.0     1.0  \n",
+       "117805  N15986    4158    EWR  RIC      54.0       277  15.0     2.0  \n",
+       "117806  N653JB      63    JFK  TPA     150.0      1005  15.0     7.0  \n",
+       "117814  N722MQ    4475    LGA  RDU      70.0       431  15.0    16.0  \n",
+       "117818  N525MQ    4588    LGA  MSP     141.0      1020  15.0    21.0  \n",
+       "117819  N4YCAA    1853    EWR  DFW     202.0      1372  15.0    23.0  \n",
+       "117825  N723MQ    4491    LGA  CLE      67.0       419  15.0    43.0  \n",
+       "117832  N829MQ    4447    LGA  RDU      69.0       431  16.0    32.0  \n",
+       "117836  N192JB     917    JFK  ORD     108.0       740  17.0    28.0  \n",
+       "118311  N380HA      51    JFK  HNL     645.0      4983  12.0     6.0  \n",
+       "118325  N39728    1519    EWR  STT     190.0      1634  13.0    36.0  \n",
+       "118326  N73259      81    EWR  SFO     345.0      2565  13.0    39.0  \n",
+       "118328  N77520    1707    EWR  TPA     134.0       997  13.0    41.0  \n",
+       "118329  N323AA    2041    JFK  MIA     139.0      1089  13.0    42.0  \n",
+       "118330  N30401    1165    EWR  PBI     135.0      1023  13.0    43.0  \n",
+       "118351  N12166    4131    EWR  RDU      66.0       416  14.0    42.0  \n",
+       "118353  N14998    3852    EWR  IAD      53.0       212  14.0    44.0  \n",
+       "118367  N496AA     753    LGA  DFW     214.0      1389  15.0     4.0  \n",
+       "118370  N505JB      63    JFK  TPA     139.0      1005  15.0     8.0  \n",
+       "118372  N11181    4119    EWR  BWI      36.0       169  15.0    11.0  \n",
+       "118376  N15983    4129    EWR  DCA      46.0       199  15.0    16.0  \n",
+       "118389  N37252    1575    EWR  PBI     130.0      1023  15.0    31.0  \n",
+       "118395  N13161    4247    EWR  RIC      51.0       277  15.0    39.0  \n",
+       "118398  N29129    1690    EWR  MCO     129.0       937  15.0    41.0  \n",
+       "118399  N17133    1199    EWR  LAX     342.0      2454  15.0    42.0  \n",
+       "118400  N14198    4370    EWR  CHS      93.0       628  15.0    45.0  \n",
+       "118454  N257WN     625    EWR  DEN     241.0      1605  17.0     3.0  \n",
+       "118456  N372DA    1771    JFK  DTW      87.0       509  17.0     5.0  \n",
+       "118459  N618MQ    4146    JFK  CMH      78.0       483  17.0     5.0  \n",
+       "118494  N292JB     917    JFK  ORD     129.0       740  17.0    57.0  \n",
+       "118499  N671UA     508    EWR  IAH     191.0      1400  18.0     4.0  \n",
+       "118503  N4WSAA     341    LGA  ORD     120.0       733  18.0     6.0  \n",
+       "118518  N634MQ    3985    JFK  CVG     101.0       589  18.0    31.0  \n",
+       "118530  N376AA     543    JFK  MIA     138.0      1089  18.0    58.0  \n",
+       "118537  N425AA    1905    EWR  DFW     194.0      1372  19.0    20.0  \n",
+       "119067  N4YFAA     711    LGA  DFW     221.0      1389   7.0    51.0  \n",
+       "119150  N298JB    1305    JFK  IAD      46.0       228   9.0    16.0  \n",
+       "119154  N937XJ    3521    JFK  ORD     146.0       740   9.0    22.0  \n",
+       "119183  N814UA     665    EWR  SFO     342.0      2565  10.0     2.0  \n",
+       "119224  N522MQ    4582    LGA  CLT      77.0       544  11.0     3.0  \n",
+       "119228  N26123     112    JFK  LAX     335.0      2475  11.0    12.0  \n",
+       "119230  N638VA     407    JFK  LAX     352.0      2475  11.0    13.0  \n",
+       "119254  N17185    4178    EWR  STL     148.0       872  11.0    50.0  \n",
+       "119272  N24211    1120    EWR  SFO     323.0      2565  12.0     9.0  \n",
+       "119287  N298JB      24    JFK  BTV      58.0       266  12.0    40.0  \n",
+       "119321  N15980    4292    EWR  CLT      83.0       529  13.0    15.0  \n",
+       "119414  N633JB     377    LGA  FLL     152.0      1076  15.0    29.0  \n",
+       "119424  N356NW    2079    LGA  FLL     162.0      1076  15.0    35.0  \n",
+       "119453  N921DL    1819    LGA  MSP     151.0      1020  16.0     0.0  \n",
+       "119458  N14977    4596    EWR  STL     151.0       872  16.0     5.0  \n",
+       "119464  N914DL    1231    LGA  DTW      81.0       502  16.0     9.0  \n",
+       "119465  N586UA     404    EWR  MIA     155.0      1085  16.0     9.0  \n",
+       "119468  N627JB      63    JFK  TPA     139.0      1005  16.0    14.0  \n",
+       "119492  N3ETAA    1925    LGA  MIA     146.0      1096  16.0    37.0  \n",
+       "119517  N401UA     562    EWR  ORD     118.0       719  17.0     2.0  \n",
+       "119518  N760JB     985    LGA  TPA     142.0      1010  17.0     3.0  \n",
+       "119528  N922XJ    3459    JFK  BNA     127.0       765  17.0    14.0  \n",
+       "119544  N306JB     917    JFK  ORD     129.0       740  17.0    25.0  \n",
+       "119550  N4YFAA     337    LGA  ORD     120.0       733  17.0    30.0  \n",
+       "119551  N309US    2377    LGA  MCO     130.0       950  17.0    32.0  \n",
+       "119553  N751EV    5486    LGA  PIT      59.0       335  17.0    34.0  \n",
+       "119555  N14180    4299    EWR  DCA      47.0       199  17.0    37.0  \n",
+       "119557  N11191    4667    EWR  MSP     157.0      1008  17.0    37.0  \n",
+       "119576  N16919    4702    EWR  GSO      70.0       445  17.0    59.0  \n",
+       "119577  N904XJ    3523    JFK  ORD     130.0       740  17.0    59.0  \n",
+       "119578  N903XJ    3325    JFK  DFW     231.0      1391  18.0     0.0  \n",
+       "119581  N11137    4092    EWR  DAY      92.0       533  18.0     1.0  \n",
+       "119588  N805UA     602    LGA  IAH     222.0      1416  18.0     5.0  \n",
+       "119591  N395DN      95    JFK  ATL     127.0       760  18.0     9.0  \n",
+       "119605  N512MQ    3695    EWR  ORD     116.0       719  18.0    18.0  \n",
+       "119606  N827UA     791    LGA  ORD     119.0       733  18.0    18.0  \n",
+       "119616  N13566    4300    EWR  RIC      58.0       277  18.0    27.0  \n",
+       "119621  N516MQ    4622    LGA  BNA     129.0       764  18.0    30.0  \n",
+       "119624  N3GTAA    1351    JFK  ORD     127.0       740  18.0    38.0  \n",
+       "119633  N77258    1637    EWR  TPA     137.0       997  18.0    52.0  \n",
+       "119638  N4XSAA     345    LGA  ORD     124.0       733  18.0    56.0  \n",
+       "119642  N420UA     326    EWR  ORD     118.0       719  18.0    58.0  \n",
+       "119646  N344AA     543    JFK  MIA     141.0      1089  19.0     6.0  \n",
+       "119665  N12221    1703    EWR  BOS      43.0       200  19.0    24.0  \n",
+       "119672  N339JB    1016    JFK  BOS      43.0       187  19.0    30.0  \n",
+       "119700  N625AA    1613    JFK  SJU     173.0      1598  19.0    58.0  \n",
+       "119708  N943AT     645    LGA  ATL     118.0       762  20.0     9.0  \n",
+       "119709  N979DL    2331    LGA  DTW      85.0       502  20.0    10.0  \n",
+       "119710  N333NW    1779    LGA  FLL     144.0      1076  20.0    11.0  \n",
+       "119713  N14950    4191    EWR  BNA     128.0       748  20.0    17.0  \n",
+       "119722  N3DFAA     353    LGA  ORD     119.0       733  20.0    28.0  \n",
+       "119726  N13978    4131    EWR  RIC      52.0       277  20.0    32.0  \n",
+       "119740  N339NW    2131    LGA  DTW      86.0       502  20.0    53.0  \n",
+       "119743  N325NB    1854    LGA  FLL     155.0      1076  20.0    55.0  \n",
+       "119747  N3JAAA     359    LGA  ORD     130.0       733  20.0    59.0  \n",
+       "119750  N615AA     575    JFK  EGE     246.0      1747  21.0     2.0  \n",
+       "119751  N72405     120    EWR  ORD     124.0       719  21.0     2.0  \n",
+       "119752  N12157    3822    EWR  TYS     109.0       631  21.0     6.0  \n",
+       "119754  N77520    1437    EWR  ORD     119.0       719  21.0     6.0  \n",
+       "119768  N833AS    5693    LGA  IAD      48.0       229  21.0    34.0  \n",
+       "119771  N933XJ    3373    JFK  RDU      74.0       427  21.0    42.0  \n",
+       "119773  N342NW    2391    JFK  TPA     141.0      1005  21.0    50.0  \n",
+       "119777  N16170    4532    EWR  CHS      95.0       628  22.0     0.0  \n",
+       "119781  N15574    4224    EWR  MKE     120.0       725  22.0    11.0  \n",
+       "119784  N203FR     835    LGA  DEN     233.0      1620  22.0    43.0  \n",
+       "119785  N14180    4333    EWR  TUL     207.0      1215  22.0    44.0  \n",
+       "119786  N336AA      21    JFK  LAX     345.0      2475  22.0    47.0  \n",
+       "119787  N476UA     890    EWR  MIA     143.0      1085  23.0     4.0  \n",
+       "119790  N14977    4322    EWR  PWM      45.0       284  23.0    13.0  \n",
+       "119822  N231WN     530    LGA  MDW     117.0       725   0.0     1.0  \n",
+       "119823  N231JB     104    JFK  BUF      62.0       301   0.0     5.0  \n",
+       "119824  N775JB     112    JFK  BUF      61.0       301   0.0    18.0  \n",
+       "119826  N766JB    1018    JFK  BOS      34.0       187   0.0    24.0  \n",
+       "119827  N12996    4162    EWR  BTV      56.0       266   0.0    37.0  \n",
+       "119828  N535JB     529    EWR  MCO     131.0       937   0.0    37.0  \n",
+       "119829  N599JB     515    EWR  FLL     150.0      1065   0.0    43.0  \n",
+       "119830  N570JB    1902    JFK  BOS      33.0       187   0.0    47.0  \n",
+       "119831  N593JB     128    JFK  BTV      49.0       266   0.0    52.0  \n",
+       "119832  N258JB     608    JFK  PWM      40.0       273   1.0     9.0  \n",
+       "119833  N11547    4088    EWR  DCA      41.0       199   1.0    32.0  \n",
+       "119834  N238JB     115    JFK  MSY     194.0      1182   2.0     4.0  \n",
+       "119951  N909EV    5716    JFK  IAD      49.0       228   7.0    29.0  \n",
+       "119990  N440UA     550    LGA  ORD     122.0       733   8.0     8.0  \n",
+       "119991  N784JB     983    LGA  TPA     148.0      1010   8.0     9.0  \n",
+       "120013  N12201    4583    EWR  MSY     211.0      1167   8.0    27.0  \n",
+       "120111  N16961    4388    EWR  JAX     128.0       820  10.0    16.0  \n",
+       "120124  N14959    4234    EWR  STL     159.0       872  10.0    27.0  \n",
+       "120144  N179JB      56    JFK  BTV      50.0       266  10.0    59.0  \n",
+       "120172  N758US    2169    LGA  DCA      50.0       214  11.0    41.0  \n",
+       "120175  N192JB    1103    JFK  RDU      81.0       427  11.0    46.0  \n",
+       "120193  N14542    4250    EWR  IND     123.0       645  12.0     5.0  \n",
+       "120206  N927XJ    3405    JFK  DCA       NaN       213  12.0    32.0  \n",
+       "120208  N530MQ    3792    JFK  DCA       NaN       213  12.0    38.0  \n",
+       "120229  N509MQ    4658    LGA  ATL     130.0       762  13.0    11.0  \n",
+       "120231  N296JB    1174    EWR  BOS      47.0       200  13.0    12.0  \n",
+       "120236  N197JB      66    JFK  BUF      62.0       301  13.0    26.0  \n",
+       "120266  N11192    4135    EWR  CLT      96.0       529  14.0     2.0  \n",
+       "120273  N625AA     655    JFK  STT     180.0      1623  14.0    16.0  \n",
+       "120275  N14153    4628    EWR  STL     182.0       872  14.0    24.0  \n",
+       "120281  N705JB     431    LGA  SRQ     167.0      1047  14.0    30.0  \n",
+       "120296  N179JB    1006    JFK  BOS      45.0       187  14.0    47.0  \n",
+       "120300  N183JB     602    JFK  PWM      44.0       273  14.0    51.0  \n",
+       "120314  N713UW    2171    LGA  DCA      44.0       214  15.0     4.0  \n",
+       "120316  D942DN    2247    LGA  ATL     131.0       762  15.0     8.0  \n",
+       "120328  N770UW    2173    LGA  DCA      44.0       214  15.0    22.0  \n",
+       "120330  N357NB     935    EWR  ATL     130.0       746  15.0    25.0  \n",
+       "120345  N27152    4181    EWR  MCI     193.0      1092  15.0    54.0  \n",
+       "120349  N652JB     141    JFK  PBI     146.0      1028  15.0    55.0  \n",
+       "120350  N563JB    1161    LGA  PBI     146.0      1035  15.0    56.0  \n",
+       "120361  N932DL    1231    LGA  DTW      95.0       502  16.0     6.0  \n",
+       "120362  N8946A    3638    JFK  PHL      41.0        94  16.0     7.0  \n",
+       "120367  N613MQ    4172    JFK  CLE      88.0       425  16.0     9.0  \n",
+       "120370  N590JB     393    LGA  MCO     141.0       950  16.0    16.0  \n",
+       "120372  N504AA     883    EWR  DFW     231.0      1372  16.0    20.0  \n",
+       "120378  N511UA     315    EWR  MCO     136.0       937  16.0    28.0  \n",
+       "120379  N8416B    3719    LGA  RIC      65.0       292  16.0    33.0  \n",
+       "120381  N713MQ    4447    LGA  RDU      84.0       431  16.0    35.0  \n",
+       "120383  N14977    4125    EWR  RDU      84.0       416  16.0    38.0  \n",
+       "120384  N14998    4381    EWR  DTW     108.0       488  16.0    40.0  \n",
+       "120386  N19554    4086    EWR  GRR     108.0       605  16.0    42.0  \n",
+       "120390  N534MQ    4669    LGA  ATL     130.0       762  16.0    45.0  \n",
+       "120393  N695MQ    4309    JFK  IND     122.0       665  16.0    50.0  \n",
+       "120394   N3766      95    JFK  ATL     128.0       760  16.0    53.0  \n",
+       "120402  N664DN    1773    JFK  SLC     273.0      1990  17.0     4.0  \n",
+       "120408  N15574    3835    EWR  BNA     136.0       748  17.0     7.0  \n",
+       "120409  N3ETAA     763    LGA  DFW     229.0      1389  17.0     8.0  \n",
+       "120410  N3FXAA    1039    JFK  FLL     149.0      1069  17.0    10.0  \n",
+       "120411  N588JB     985    LGA  TPA     156.0      1010  17.0    11.0  \n",
+       "120412  N912DE    1508    JFK  RSW     169.0      1074  17.0    11.0  \n",
+       "120413  N379DA    1331    JFK  DEN     239.0      1626  17.0    12.0  \n",
+       "120415  N14148    3267    EWR  ORF      52.0       284  17.0    18.0  \n",
+       "120416  N794JB     537    EWR  TPA     154.0       997  17.0    18.0  \n",
+       "120422  N502MJ    3771    LGA  IAD      47.0       229  17.0    25.0  \n",
+       "120428  N13914    4299    EWR  DCA      43.0       199  17.0    30.0  \n",
+       "120433  N657AW     656    EWR  PHX     309.0      2133  17.0    36.0  \n",
+       "120434  N5BSAA    1635    JFK  SJU     186.0      1598  17.0    37.0  \n",
+       "120440  N11191    4667    EWR  MSP     161.0      1008  17.0    40.0  \n",
+       "120444  N776WN    4215    EWR  MDW     121.0       711  17.0    47.0  \n",
+       "120446  N638MQ    4333    JFK  PIT      72.0       340  17.0    48.0  \n",
+       "120447  N922XJ    3523    JFK  ORD     133.0       740  17.0    50.0  \n",
+       "120450  N930DL     161    JFK  MIA     183.0      1089  18.0     0.0  \n",
+       "120451  N480WN     372    LGA  STL     153.0       888  18.0     1.0  \n",
+       "120454  N624JB     369    LGA  PBI     153.0      1035  18.0     4.0  \n",
+       "120456  N924XJ    3325    JFK  DFW     232.0      1391  18.0     7.0  \n",
+       "120460  N219WN     891    EWR  HOU     245.0      1411  18.0    12.0  \n",
+       "120474  N959DL    1585    LGA  MCO     144.0       950  18.0    33.0  \n",
+       "120476  N5EMAA     543    JFK  MIA     153.0      1089  18.0    37.0  \n",
+       "120480  N16981    4316    EWR  BWI      40.0       169  18.0    40.0  \n",
+       "120484  N258WN     161    EWR  DEN     243.0      1605  18.0    47.0  \n",
+       "120485  N775JB      74    JFK  BTV      45.0       266  18.0    48.0  \n",
+       "120489  N184JB    1307    JFK  IAD      50.0       228  18.0    51.0  \n",
+       "120491  N284JB     917    JFK  ORD     130.0       740  18.0    54.0  \n",
+       "120493  N950WN     408    LGA  BNA     137.0       764  18.0    55.0  \n",
+       "120500  N23708    1221    EWR  DFW     253.0      1372  19.0     1.0  \n",
+       "120501   N3756    1394    JFK  PDX     320.0      2454  19.0     3.0  \n",
+       "120503  N507JB     391    LGA  MCO     147.0       950  19.0     6.0  \n",
+       "120505  N24212    1078    EWR  SAT     276.0      1569  19.0     6.0  \n",
+       "120508  N339JB    1176    EWR  BOS      47.0       200  19.0    10.0  \n",
+       "120511  N13965    4300    EWR  RIC      53.0       277  19.0    16.0  \n",
+       "120518  N336AA     181    JFK  LAX     331.0      2475  19.0    25.0  \n",
+       "120519  N192JB     615    JFK  JAX     127.0       828  19.0    25.0  \n",
+       "120520  N509MQ    4626    LGA  CMH      91.0       479  19.0    25.0  \n",
+       "120521  N636VA     413    JFK  LAX     340.0      2475  19.0    26.0  \n",
+       "120523  N10575    4323    EWR  CVG     113.0       569  19.0    30.0  \n",
+       "120524  N14916    4202    EWR  STL     155.0       872  19.0    32.0  \n",
+       "120526  N611QX    5054    EWR  MSP     144.0      1008  19.0    35.0  \n",
+       "120527  N829MQ    4484    LGA  BNA     138.0       764  19.0    37.0  \n",
+       "120528  N5CLAA    1999    EWR  MIA     146.0      1085  19.0    41.0  \n",
+       "120531  N8946A    4277    JFK  ORF      57.0       290  19.0    49.0  \n",
+       "120535  N301DQ     926    EWR  ATL     121.0       746  19.0    53.0  \n",
+       "120539  N11565    4373    EWR  DCA      44.0       199  19.0    57.0  \n",
+       "120541  N3BGAA     695    JFK  AUS     262.0      1521  20.0     0.0  \n",
+       "120542  N515MQ    4649    LGA  MSP     151.0      1020  20.0     0.0  \n",
+       "120543  N77295    1139    EWR  ORD     119.0       719  20.0     3.0  \n",
+       "120545  N361NB     706    JFK  AUS     252.0      1521  20.0     7.0  \n",
+       "120546  N408UA     594    EWR  PHX     302.0      2133  20.0     7.0  \n",
+       "120547  N476UA     954    EWR  ORD     116.0       719  20.0     8.0  \n",
+       "120548  N634JB     989    JFK  FLL     154.0      1069  20.0     9.0  \n",
+       "120550  N500MQ    4674    LGA  CLE      82.0       419  20.0     9.0  \n",
+       "120551  N279JB     139    JFK  RSW     162.0      1074  20.0    10.0  \n",
+       "120552  N446WN     440    EWR  STL     149.0       872  20.0    10.0  \n",
+       "120553  N635MQ    4255    JFK  BNA     128.0       765  20.0    10.0  \n",
+       "120556  N723MQ    4569    LGA  RDU      77.0       431  20.0    16.0  \n",
+       "120558  N317US    2190    JFK  MIA     151.0      1089  20.0    18.0  \n",
+       "120559  N16963    4227    EWR  GRR     105.0       605  20.0    20.0  \n",
+       "120560  N12195    4416    EWR  BNA     130.0       748  20.0    20.0  \n",
+       "120561  N23139    4520    EWR  PWM      45.0       284  20.0    20.0  \n",
+       "120562  N737MQ    4517    LGA  CRW      84.0       444  20.0    21.0  \n",
+       "120569  N17115    4485    EWR  RDU      75.0       416  20.0    29.0  \n",
+       "120570  N636MQ    4323    JFK  ORF      53.0       290  20.0    31.0  \n",
+       "120571  N594JB      87    JFK  SLC     274.0      1990  20.0    32.0  \n",
+       "120572  N15983    4437    EWR  CLT      92.0       529  20.0    33.0  \n",
+       "120573  N651JB      91    JFK  OAK     328.0      2576  20.0    33.0  \n",
+       "120574  N709JB     155    JFK  MCO     135.0       944  20.0    34.0  \n",
+       "120575  N27200    4085    EWR  OMA     180.0      1134  20.0    35.0  \n",
+       "120576  N832UA     812    EWR  LAS     304.0      2227  20.0    35.0  \n",
+       "120577  N3EAAA     791    LGA  DFW     228.0      1389  20.0    36.0  \n",
+       "120579  N741EV    5203    EWR  DTW      83.0       488  20.0    39.0  \n",
+       "120581  N712JB       9    JFK  MCO     139.0       944  20.0    40.0  \n",
+       "120583  N843VA      27    JFK  SFO     336.0      2586  20.0    45.0  \n",
+       "120584  N318NB    1255    LGA  PIT      66.0       335  20.0    47.0  \n",
+       "120585  N913XJ    3525    JFK  ORD     121.0       740  20.0    49.0  \n",
+       "120592  N247JB    1016    JFK  BOS      43.0       187  21.0     1.0  \n",
+       "120593  N3JMAA     145    JFK  SAN     343.0      2446  21.0     6.0  \n",
+       "120595  N634VA     415    JFK  LAX     328.0      2475  21.0     9.0  \n",
+       "120596  N358NW    2391    JFK  TPA     150.0      1005  21.0    11.0  \n",
+       "120598  N579JB     179    JFK  PHX     303.0      2153  21.0    15.0  \n",
+       "120601  N8698A    4178    JFK  ROC      53.0       264  21.0    17.0  \n",
+       "120602  N816MQ    4423    JFK  RDU      78.0       427  21.0    18.0  \n",
+       "120603  N3CSAA    1709    LGA  MIA     145.0      1096  21.0    19.0  \n",
+       "120605  N502AA    2075    EWR  DFW     217.0      1372  21.0    20.0  \n",
+       "120606  N317NB    1854    LGA  FLL     157.0      1076  21.0    22.0  \n",
+       "120607  N673MQ    3985    JFK  CVG     116.0       589  21.0    23.0  \n",
+       "120608  N955WN     808    EWR  BWI      37.0       169  21.0    26.0  \n",
+       "120609  N719MQ    4555    LGA  CMH      89.0       479  21.0    26.0  \n",
+       "120610  N580JB     547    EWR  PBI     143.0      1023  21.0    27.0  \n",
+       "120611  N13118    3274    LGA  CLE      74.0       419  21.0    30.0  \n",
+       "120614  N487WN     389    LGA  MDW     123.0       725  21.0    37.0  \n",
+       "120615  N640JB     147    JFK  RSW     163.0      1074  21.0    38.0  \n",
+       "120616  N327NB    1099    LGA  RSW     164.0      1080  21.0    41.0  \n",
+       "120617  N11119    4536    EWR  CVG     107.0       569  21.0    48.0  \n",
+       "120618  N12163    4532    EWR  CHS     102.0       628  21.0    49.0  \n",
+       "120619  N969AT     354    LGA  CAK      71.0       397  21.0    50.0  \n",
+       "120620  N238JB    1053    JFK  PIT      77.0       340  21.0    50.0  \n",
+       "120621  N613AA    1613    JFK  SJU     179.0      1598  21.0    53.0  \n",
+       "120622  N0EGMQ    3783    JFK  CMH      86.0       483  21.0    58.0  \n",
+       "120623  N197JB    1085    JFK  CLT      94.0       541  21.0    59.0  \n",
+       "120624  N11192    4333    EWR  TUL     232.0      1215  22.0     0.0  \n",
+       "120626  N919XJ    3373    JFK  RDU      77.0       427  22.0     1.0  \n",
+       "120628  N302NB     402    JFK  BOS      42.0       187  22.0     2.0  \n",
+       "120629  N586JB     165    JFK  PDX     327.0      2454  22.0     3.0  \n",
+       "120630  N904DL    2139    LGA  MIA     162.0      1096  22.0     3.0  \n",
+       "120631  N14148    4412    EWR  BUF      54.0       282  22.0     6.0  \n",
+       "120632  N605JB     527    EWR  MCO     138.0       937  22.0     7.0  \n",
+       "120633  N536JB     381    LGA  FLL     147.0      1076  22.0     7.0  \n",
+       "120634  N3DNAA    1787    JFK  TPA     151.0      1005  22.0     8.0  \n",
+       "120635  N914XJ    3368    JFK  PIT      68.0       340  22.0     9.0  \n",
+       "120636  N713MQ    4573    LGA  DTW      86.0       502  22.0    11.0  \n",
+       "120637  N14998    4312    EWR  DCA      47.0       199  22.0    16.0  \n",
+       "120638  N8869B    3899    JFK  CLE      80.0       425  22.0    18.0  \n",
+       "120640  N13914    4106    EWR  GSO      79.0       445  22.0    20.0  \n",
+       "120641  N36915    4133    EWR  GSP     103.0       594  22.0    21.0  \n",
+       "120642  N14562    4309    EWR  ALB      28.0       143  22.0    22.0  \n",
+       "120643  N178JB      15    JFK  FLL     156.0      1069  22.0    24.0  \n",
+       "120644  N920DL    1485    LGA  MCO     135.0       950  22.0    28.0  \n",
+       "120645  N16911    3833    EWR  STL     153.0       872  22.0    30.0  \n",
+       "120647  N552UW      35    JFK  PHX     305.0      2153  22.0    34.0  \n",
+       "120648  N283JB    1111    JFK  RDU      79.0       427  22.0    44.0  \n",
+       "120649  N13955    4119    EWR  RIC      54.0       277  22.0    45.0  \n",
+       "120650  N516MQ    4584    LGA  CLT      87.0       544  22.0    45.0  \n",
+       "120651  N16919    4543    EWR  DSM     178.0      1017  22.0    46.0  \n",
+       "120652  N933XJ    3439    JFK  CVG     116.0       589  22.0    46.0  \n",
+       "120653  N736MQ    4507    LGA  RDU      77.0       431  22.0    46.0  \n",
+       "120654  N601LR    3369    JFK  MSY     205.0      1182  22.0    47.0  \n",
+       "120656  N17196    4348    EWR  MSP     151.0      1008  22.0    55.0  \n",
+       "120657  N937XJ    3320    JFK  BUF      63.0       301  22.0    55.0  \n",
+       "120658  N13989    4695    EWR  MHT      38.0       209  22.0    59.0  \n",
+       "120659  N902XJ    3542    JFK  MSP     157.0      1029  23.0     0.0  \n",
+       "120660  N11565    4619    EWR  PHL      39.0        80  23.0     5.0  \n",
+       "120661  N600LR    3395    JFK  DCA      46.0       213  23.0     6.0  \n",
+       "120662  N12552    4404    EWR  PVD      31.0       160  23.0    13.0  \n",
+       "120663  N334JB     629    JFK  HOU     232.0      1428  23.0    21.0  \n",
+       "120664  N705JB     399    LGA  MCO     136.0       950  23.0    21.0  \n",
+       "120665  N339JB    1178    EWR  BOS      42.0       200  23.0    22.0  \n",
+       "120666  N14570    4322    EWR  PWM      42.0       284  23.0    29.0  \n",
+       "120667  N183JB    1069    JFK  AUS     261.0      1521  23.0    29.0  \n",
+       "120668  N944DL    1435    LGA  TPA     155.0      1010  23.0    31.0  \n",
+       "120669  N8673D    4019    JFK  RIC      61.0       288  23.0    35.0  \n",
+       "120671  N633JB      21    JFK  TPA     148.0      1005  23.0    39.0  \n",
+       "120672  N589JB      97    JFK  DEN     238.0      1626  23.0    50.0  \n",
+       "120673  N517JB     383    LGA  FLL     147.0      1076  23.0    54.0  \n",
+       "120674  N3FSAA    1762    JFK  BOS      42.0       187  23.0    55.0  \n",
+       "120676  N309JB      30    JFK  ROC      59.0       264  23.0    57.0  \n",
+       "120677  N656JB      11    JFK  FLL     149.0      1069  24.0     0.0  \n",
+       "120751  N627JB     128    JFK  BTV      47.0       266   0.0    17.0  \n",
+       "120868  N14543    4172    EWR  SDF     120.0       642   7.0    42.0  \n",
+       "120892  N730EV    4941    EWR  MSP     141.0      1008   8.0     1.0  \n",
+       "120901  N24702    1655    EWR  SNA     317.0      2434   8.0     8.0  \n",
+       "120918  N14105    4246    EWR  DTW      87.0       488   8.0    27.0  \n",
+       "120980  N520AA     309    LGA  ORD     125.0       733   9.0     9.0  \n",
+       "120997  N914XJ    3538    JFK  MSP     156.0      1029   9.0    29.0  \n",
+       "121000  N8886A    4051    JFK  BWI      39.0       184   9.0    34.0  \n",
+       "121009  N671DN     301    JFK  SJU     181.0      1598   9.0    55.0  \n",
+       "121010  N751UW    1833    JFK  PHL      32.0        94   9.0    55.0  \n",
+       "121042  N11137    4529    EWR  MYR      93.0       550  10.0    32.0  \n",
+       "121044  N13914    4094    EWR  DTW      87.0       488  10.0    39.0  \n",
+       "121053  N18557    4638    EWR  CVG     104.0       569  10.0    52.0  \n",
+       "121070  N534MQ    4654    LGA  ATL     118.0       762  11.0     9.0  \n",
+       "121130  N10575    4240    EWR  BUF      52.0       282  12.0    29.0  \n",
+       "121157  N513MQ    4646    LGA  MSP     139.0      1020  13.0     2.0  \n",
+       "121189  N823AY    3661    JFK  ROC      65.0       264  13.0    49.0  \n",
+       "121245  N8694A    3638    JFK  PHL      34.0        94  14.0    55.0  \n",
+       "121266  N11121    4370    EWR  CHS     103.0       628  15.0    11.0  \n",
+       "121277  N321US    1705    LGA  MSY     195.0      1183  15.0    28.0  \n",
+       "121283  N12114    1110    EWR  LAX     320.0      2454  15.0    33.0  \n",
+       "121284  N585JB     377    LGA  FLL     167.0      1076  15.0    35.0  \n",
+       "121314  N914DL    1231    LGA  DTW      87.0       502  15.0    54.0  \n",
+       "121366  N13968    3817    EWR  JAX     135.0       820  16.0    41.0  \n",
+       "121421  N823UA     595    EWR  CLE      84.0       404  17.0    26.0  \n",
+       "121429  N8506C    4357    JFK  ORF      54.0       290  17.0    35.0  \n",
+       "121471  N339NW    1779    LGA  FLL     156.0      1076  18.0    21.0  \n",
+       "121515  N449UA     691    LGA  ORD     121.0       733  19.0     2.0  \n",
+       "121554  N844UA     250    EWR  LAX     330.0      2454  19.0    47.0  \n",
+       "121562  N3BVAA    1611    LGA  MIA     155.0      1096  19.0    53.0  \n",
+       "121578  N38451    1221    EWR  DFW     225.0      1372  20.0    10.0  \n",
+       "121620  N8506C    3798    JFK  CLT      93.0       541  21.0    31.0  \n",
+       "121622  N849UA     489    EWR  PBI     141.0      1023  21.0    32.0  \n",
+       "121628  N508UA     272    JFK  SFO     344.0      2586  21.0    59.0  \n",
+       "121629  N845UA     754    EWR  TPA     159.0       997  22.0    14.0  \n",
+       "121635  N13968    3819    EWR  SDF     122.0       642  22.0    57.0  \n",
+       "121774  N13133    4252    EWR  MKE     112.0       725   7.0    48.0  \n",
+       "121901  N310NW    2143    JFK  MIA     162.0      1089   9.0    44.0  \n",
+       "121925  N3BTAA     717    LGA  DFW     213.0      1389  10.0    10.0  \n",
+       "121953  N14177    4625    EWR  XNA     173.0      1131  10.0    53.0  \n",
+       "122020  N736MQ    4558    LGA  CLE      73.0       419  12.0    17.0  \n",
+       "122030  N11137    4297    EWR  RDU      86.0       416  12.0    34.0  \n",
+       "122077  N104UW    1443    JFK  CLT     109.0       541  13.0    31.0  \n",
+       "122126  N760JB    1161    LGA  PBI     175.0      1035  14.0    43.0  \n",
+       "122205  N365NB    1344    LGA  MCI     162.0      1107  15.0    53.0  \n",
+       "122215  N512MQ    4588    LGA  MSP     154.0      1020  15.0    57.0  \n",
+       "122224  N736MQ    4475    LGA  RDU      87.0       431  16.0     0.0  \n",
+       "122231  N833AS    5712    JFK  IAD      55.0       228  16.0     9.0  \n",
+       "122300  N369NW    2115    LGA  MIA     182.0      1096  17.0    12.0  \n",
+       "122328  N13538    4588    EWR  MHT      38.0       209  17.0    33.0  \n",
+       "122330  N595JB     141    JFK  PBI     156.0      1028  17.0    35.0  \n",
+       "122335  N3JJAA    1925    LGA  MIA     179.0      1096  17.0    42.0  \n",
+       "122413  N634VA     413    JFK  LAX     329.0      2475  19.0     1.0  \n",
+       "122445  N906XJ    3424    JFK  DTW      79.0       509  19.0    36.0  \n",
+       "122450  N57852    1165    EWR  LAX     321.0      2454  19.0    40.0  \n",
+       "122485  N338NB    2343    EWR  ATL     117.0       746  20.0    22.0  \n",
+       "122488  N389DA    2159    JFK  MCO     153.0       944  20.0    25.0  \n",
+       "122492  N761ND    5038    LGA  BHM     140.0       866  20.0    30.0  \n",
+       "122498  N363NW    1854    LGA  FLL     179.0      1076  20.0    33.0  \n",
+       "122502  N736MQ    4484    LGA  BNA     128.0       764  20.0    37.0  \n",
+       "122526  N23139    4543    EWR  DSM     152.0      1017  21.0    39.0  \n",
+       "122537  N945UW    2144    LGA  BOS      40.0       184  22.0    30.0  \n",
+       "122538  N512MQ    4660    LGA  BNA     109.0       764  22.0    39.0  \n",
+       "122545  N14950    4224    EWR  MKE     111.0       725  22.0    52.0  \n",
+       "122563  N491UA     636    EWR  ORD     108.0       719   0.0    59.0  \n",
+       "122819  N8923A    4023    EWR  CVG      95.0       569   9.0    33.0  \n",
+       "122842  N340NB     807    EWR  ATL     118.0       746   9.0    58.0  \n",
+       "122895  N298JB      56    JFK  BTV      49.0       266  11.0     6.0  \n",
+       "122904  N307JB     600    JFK  PWM      51.0       273  11.0    20.0  \n",
+       "122914  N930DL    1959    JFK  MCO     163.0       944  11.0    27.0  \n",
+       "122915  N553UA     517    EWR  MCO     156.0       937  11.0    27.0  \n",
+       "122919  N8946A    3682    EWR  DTW      87.0       488  11.0    31.0  \n",
+       "122921  N605JB     215    EWR  SJU     198.0      1608  11.0    32.0  \n",
+       "122955  N534UA     567    EWR  LAS     304.0      2227  12.0    23.0  \n",
+       "122963  N528MQ    3792    JFK  DCA      51.0       213  12.0    31.0  \n",
+       "123028  N597JB     523    EWR  MCO     157.0       937  13.0    56.0  \n",
+       "123036  N710EV    4950    EWR  ATL     114.0       746  14.0     7.0  \n",
+       "123042  N298JB    1006    JFK  BOS      35.0       187  14.0    17.0  \n",
+       "123070  N506AA    1589    EWR  DFW     208.0      1372  14.0    47.0  \n",
+       "123117  N621JB     505    EWR  FLL     174.0      1065  15.0    21.0  \n",
+       "123197  N339JB    1053    JFK  PIT      70.0       340  16.0    32.0  \n",
+       "123258  N37408    1492    EWR  ORD     111.0       719  17.0    25.0  \n",
+       "123280  N836VA      27    JFK  SFO     358.0      2586  17.0    46.0  \n",
+       "123283  N534JB     509    EWR  FLL     203.0      1065  17.0    49.0  \n",
+       "123286  N298JB    1176    EWR  BOS      42.0       200  17.0    50.0  \n",
+       "123289  N346JB      12    JFK  SYR      47.0       209  17.0    54.0  \n",
+       "123332  N247JB    1085    JFK  CLT      90.0       541  18.0    34.0  \n",
+       "123363  N352AA      85    JFK  SFO     344.0      2586  19.0     1.0  \n",
+       "123380  N730SW     551    LGA  BNA     125.0       764  19.0    21.0  \n",
+       "123381  N197JB    1307    JFK  IAD      47.0       228  19.0    22.0  \n",
+       "123398  N655JB     217    JFK  LGB     333.0      2465  19.0    41.0  \n",
+       "123407  N294JB    1016    JFK  BOS      39.0       187  19.0    45.0  \n",
+       "123417  N837UA     385    EWR  PDX     321.0      2434  19.0    56.0  \n",
+       "123419  N8913A    4019    JFK  RIC      58.0       288  19.0    57.0  \n",
+       "123454  N13123    4543    EWR  DSM     155.0      1017  20.0    40.0  \n",
+       "123455  N14198    4333    EWR  TUL     188.0      1215  20.0    41.0  \n",
+       "123472  N594AA    2075    EWR  DFW     223.0      1372  21.0     6.0  \n",
+       "123483  N528MQ    3783    JFK  CMH      78.0       483  21.0    30.0  \n",
+       "123494  N930DL    2139    LGA  MIA     184.0      1096  21.0    55.0  \n",
+       "123497  N16981    4404    EWR  PVD      29.0       160  22.0    19.0  \n",
+       "123499  N637JB     199    JFK  LAS     302.0      2248  22.0    29.0  \n",
+       "123501  N11565    3267    EWR  DCA      39.0       199  22.0    38.0  \n",
+       "123502  N197JB     104    JFK  BUF      63.0       301  22.0    40.0  \n",
+       "123510  N247JB     701    JFK  SJU     208.0      1598  23.0    24.0  \n",
+       "123511  N317JB     115    JFK  MSY     183.0      1182  23.0    37.0  \n",
+       "123519  N11535    4404    EWR  PVD      28.0       160   0.0     6.0  \n",
+       "123520  N178JB      30    JFK  ROC      51.0       264   0.0     6.0  \n",
+       "123521  N505JB     713    JFK  SJU     208.0      1598   0.0    22.0  \n",
+       "123660  N477UA     583    EWR  PHX     296.0      2133   7.0    46.0  \n",
+       "123671  N187JB    1305    JFK  IAD      46.0       228   7.0    58.0  \n",
+       "123796  N909XJ    3405    JFK  DCA      41.0       213   9.0    57.0  \n",
+       "123803  N5EYAA     647    JFK  MIA     176.0      1089  10.0     1.0  \n",
+       "123830  N210WN     102    EWR  DEN     221.0      1605  10.0    31.0  \n",
+       "123836  N238JB      59    JFK  TPA     158.0      1005  10.0    36.0  \n",
+       "123881  N486AA    1855    LGA  STL     142.0       888  11.0    32.0  \n",
+       "123907  N353AA     179    JFK  SFO     343.0      2586  12.0     8.0  \n",
+       "123972  N334JB     625    JFK  HOU     232.0      1428  13.0    33.0  \n",
+       "124015  N789JB      85    JFK  FLL     171.0      1069  14.0    38.0  \n",
+       "124101  N351JB     347    JFK  SRQ     171.0      1041  15.0    55.0  \n",
+       "124126  N341NW    2079    LGA  FLL     195.0      1076  16.0     9.0  \n",
+       "124153  N178JB     119    JFK  MSY     195.0      1182  16.0    35.0  \n",
+       "124186  N3AAAA     565    JFK  DFW     222.0      1391  17.0     5.0  \n",
+       "124195  N179JB     917    JFK  ORD     122.0       740  17.0    13.0  \n",
+       "124203  N460UA     687    LGA  ORD     114.0       733  17.0    18.0  \n",
+       "124223  N332AA     133    JFK  LAX     325.0      2475  17.0    31.0  \n",
+       "124231  N664UA     404    EWR  IAH     205.0      1400  17.0    44.0  \n",
+       "124246  N317JB    1085    JFK  CLT      92.0       541  17.0    58.0  \n",
+       "124254  N265JB    1176    EWR  BOS      43.0       200  18.0     4.0  \n",
+       "124292  N7AEAA     543    JFK  MIA     162.0      1089  18.0    43.0  \n",
+       "124294  N24212    1676    EWR  ORD     111.0       719  18.0    48.0  \n",
+       "124353  N732US    2185    LGA  DCA      63.0       214  19.0    37.0  \n",
+       "124357  N13133    4554    EWR  MCI     173.0      1092  19.0    43.0  \n",
+       "124366  N3BWAA    1925    LGA  MIA     176.0      1096  19.0    54.0  \n",
+       "124426  N17108    4126    LGA  CLE      73.0       419  21.0     7.0  \n",
+       "124427  N16981    3809    EWR  TYS     112.0       631  21.0     8.0  \n",
+       "124439  N3FDAA    1762    JFK  BOS      41.0       187  21.0    35.0  \n",
+       "124453  N346JB     115    JFK  MSY     194.0      1182  22.0    36.0  \n",
+       "124454  N317JB     701    JFK  SJU     213.0      1598  22.0    48.0  \n",
+       "124458  N732US    2191    LGA  DCA      47.0       214  22.0    54.0  \n",
+       "124459  N351JB     104    JFK  BUF      55.0       301  23.0     2.0  \n",
+       "124461  N659JB     927    EWR  MCO     156.0       937  23.0     4.0  \n",
+       "124462  N13992    4210    EWR  BTV      41.0       266  23.0    21.0  \n",
+       "124463  N267JB     515    EWR  FLL     162.0      1065  23.0    36.0  \n",
+       "124473  N807JB     325    JFK  TPA     146.0      1005   1.0    34.0  \n",
+       "124571  N15983    3832    EWR  DCA      43.0       199   7.0    42.0  \n",
+       "124588  N8940E    3798    JFK  CLT      85.0       541   7.0    57.0  \n",
+       "124739  N14543    4391    EWR  OMA     161.0      1134  11.0     2.0  \n",
+       "124775  N609DL    1847    LGA  ATL     116.0       762  11.0    51.0  \n",
+       "124777  N11119    4200    EWR  IND      99.0       645  11.0    53.0  \n",
+       "124795  N12540    4255    EWR  CHS     119.0       628  12.0    13.0  \n",
+       "124844  N3DEAA    1850    JFK  BOS      33.0       187  13.0    52.0  \n",
+       "124851  N621JB      85    JFK  FLL     185.0      1069  14.0     0.0  \n",
+       "124959  N12172    4389    EWR  MCI     156.0      1092  16.0     0.0  \n",
+       "124963  N304JB     347    JFK  SRQ     187.0      1041  16.0     2.0  \n",
+       "124974  N576AA     883    EWR  DFW     188.0      1372  16.0    11.0  \n",
+       "125008  N699MQ    4333    JFK  PIT      65.0       340  16.0    50.0  \n",
+       "125019  N590JB     509    EWR  FLL     173.0      1065  17.0     1.0  \n",
+       "125044  N236JB      12    JFK  SYR      42.0       209  17.0    28.0  \n",
+       "125050  N284JB    1085    JFK  CLT     104.0       541  17.0    38.0  \n",
+       "125051  N678CA    4885    LGA  DTW      78.0       502  17.0    41.0  \n",
+       "125072  N4YCAA    1905    EWR  DFW     186.0      1372  18.0    12.0  \n",
+       "125088  N343AA     543    JFK  MIA     166.0      1089  18.0    35.0  \n",
+       "125114  N529JB     527    EWR  MCO     152.0       937  19.0     8.0  \n",
+       "125159  N650MQ    3944    JFK  BWI      45.0       184  20.0    20.0  \n",
+       "125168  N8800G    4127    JFK  IAD      46.0       228  20.0    30.0  \n",
+       "125183  N593JB     801    JFK  FLL     169.0      1069  21.0    24.0  \n",
+       "125185  N8412F    4091    JFK  BWI      38.0       184  21.0    28.0  \n",
+       "125189  N14974    4153    EWR  CLT     105.0       529  21.0    32.0  \n",
+       "125206  N329JB     605    EWR  MCO     137.0       937  23.0    26.0  \n",
+       "125210  N643JB     381    LGA  FLL     140.0      1076   0.0    25.0  \n",
+       "125306  N317JB     905    JFK  ORD     109.0       740   7.0    58.0  \n",
+       "125311  N637JB     725    JFK  BQN     222.0      1576   8.0     1.0  \n",
+       "125343  N646JB     671    JFK  LAX     352.0      2475   8.0    27.0  \n",
+       "125369  N128UW    1641    JFK  CLT      84.0       541   8.0    55.0  \n",
+       "125411  N527JB     403    JFK  SJU     219.0      1598   9.0    52.0  \n",
+       "125421  N905XJ    3317    JFK  BUF      70.0       301  10.0     0.0  \n",
+       "125426  N909XJ    3405    JFK  DCA      42.0       213  10.0     5.0  \n",
+       "125515  N438UA     524    EWR  FLL     148.0      1065  11.0    58.0  \n",
+       "125554  N959UW    2126    LGA  BOS      44.0       184  13.0    14.0  \n",
+       "125569  N38451    1708    EWR  BOS      45.0       200  13.0    27.0  \n",
+       "125573  N14570    4662    EWR  ORF      49.0       284  13.0    31.0  \n",
+       "125575  N831UA     254    EWR  BOS      46.0       200  13.0    33.0  \n",
+       "125584  N273JB    1174    EWR  BOS      45.0       200  13.0    48.0  \n",
+       "125600  N807JB    1004    JFK  BOS      48.0       187  14.0     4.0  \n",
+       "125700  N24702      76    EWR  BOS      45.0       200  15.0    55.0  \n",
+       "125708  N557UA     519    JFK  SFO     378.0      2586  16.0     2.0  \n",
+       "125729  N198JB     602    JFK  PWM      53.0       273  16.0    21.0  \n",
+       "125745  N586UA     647    EWR  LAS     308.0      2227  16.0    32.0  \n",
+       "125757  N266JB    1053    JFK  PIT      65.0       340  16.0    50.0  \n",
+       "125784  N3737C     920    JFK  DEN     232.0      1626  17.0    14.0  \n",
+       "125788  N304JB     917    JFK  ORD     118.0       740  17.0    16.0  \n",
+       "125800  N14570    4091    EWR  IND     101.0       645  17.0    22.0  \n",
+       "125811  N508JB      83    JFK  SEA     336.0      2422  17.0    33.0  \n",
+       "125812  N775JB     675    JFK  LAX     341.0      2475  17.0    34.0  \n",
+       "125815  N22909    4539    EWR  GSO      69.0       445  17.0    36.0  \n",
+       "125829  N624JB      63    JFK  TPA     136.0      1005  17.0    51.0  \n",
+       "125844  N579JB     143    JFK  PBI     142.0      1028  18.0     4.0  \n",
+       "125852  N21129    4356    EWR  BWI      34.0       169  18.0    17.0  \n",
+       "125867  N265JB    1176    EWR  BOS      50.0       200  18.0    34.0  \n",
+       "125869  N3JKAA     695    JFK  AUS     213.0      1521  18.0    36.0  \n",
+       "125892  N552JB     527    EWR  MCO     127.0       937  18.0    59.0  \n",
+       "125893  N78509    1703    EWR  BOS      55.0       200  18.0    59.0  \n",
+       "125910  N527JB     989    JFK  FLL     145.0      1069  19.0    18.0  \n",
+       "125942  N917XJ    3439    JFK  CVG      90.0       589  20.0     1.0  \n",
+       "125979  N8943A    3899    JFK  CLE      73.0       425  20.0    42.0  \n",
+       "125983  N784JB     645    JFK  SFO     361.0      2586  20.0    44.0  \n",
+       "125987  N524JB     985    LGA  TPA     135.0      1010  20.0    49.0  \n",
+       "125989  N571JB      91    JFK  OAK     359.0      2576  20.0    52.0  \n",
+       "125994  N346JB    1307    JFK  IAD      46.0       228  20.0    57.0  \n",
+       "125998  N913XJ    3525    JFK  ORD     120.0       740  21.0     1.0  \n",
+       "126002  N8883E    3798    JFK  CLT      80.0       541  21.0     8.0  \n",
+       "126014  N178JB     629    JFK  HOU     205.0      1428  21.0    42.0  \n",
+       "126023  N531JB      97    JFK  DEN     240.0      1626  22.0    30.0  \n",
+       "126025  N14570    4700    EWR  CLT      75.0       529  22.0    35.0  \n",
+       "126028  N646JB     677    JFK  LAX     332.0      2475  22.0    44.0  \n",
+       "126032  N661JB      43    JFK  MCO     129.0       944  23.0     8.0  \n",
+       "126033  N203JB     605    EWR  MCO     132.0       937  23.0    12.0  \n",
+       "126034  N481UA     301    EWR  MCO     126.0       937  23.0    14.0  \n",
+       "126035  N507JB     927    EWR  MCO     125.0       937  23.0    19.0  \n",
+       "126037  N584JB      35    JFK  PBI     136.0      1028  23.0    43.0  \n",
+       "126038  N503JB     399    LGA  MCO     123.0       950  23.0    44.0  \n",
+       "126060  N514MQ    4584    LGA  CLT      78.0       544   0.0    41.0  \n",
+       "126162  N525UA     303    JFK  SFO     357.0      2586   7.0    11.0  \n",
+       "126168  N146PQ    3623    JFK  ATL     106.0       760   7.0    17.0  \n",
+       "126221  N304JB     117    JFK  MSY     177.0      1182   8.0    11.0  \n",
+       "126244  N667DN    1547    LGA  ATL     111.0       762   8.0    31.0  \n",
+       "126290  N502UA     397    JFK  SFO     366.0      2586   9.0    15.0  \n",
+       "126304  N531JB     181    JFK  SAN     335.0      2446   9.0    29.0  \n",
+       "126314  N14562    4095    EWR  CLT      79.0       529   9.0    48.0  \n",
+       "126315  N625JB     341    JFK  SRQ     149.0      1041   9.0    50.0  \n",
+       "126379  N338NB     807    EWR  ATL     111.0       746  10.0    58.0  \n",
+       "126384  N3BBAA     717    LGA  DFW     213.0      1389  11.0     1.0  \n",
+       "126387  N198JB     885    JFK  RDU      68.0       427  11.0     7.0  \n",
+       "126401  N410UA     364    EWR  CLE      64.0       404  11.0    23.0  \n",
+       "126406  N37267    1629    EWR  MCO     133.0       937  11.0    30.0  \n",
+       "126425  N4UBAA     721    LGA  DFW     220.0      1389  11.0    52.0  \n",
+       "126487  N419WN     366    LGA  STL     138.0       888  13.0     9.0  \n",
+       "126575  N13956    4687    EWR  CVG      97.0       569  14.0    59.0  \n",
+       "126587  N14977    4171    EWR  MSN     126.0       799  15.0     9.0  \n",
+       "126591  N411UA     334    EWR  TPA     146.0       997  15.0    10.0  \n",
+       "126665  N13913    4558    EWR  RDU      67.0       416  16.0    10.0  \n",
+       "126743  N210WN       3    EWR  DEN     228.0      1605  17.0    20.0  \n",
+       "126755  N296JB      12    JFK  SYR      49.0       209  17.0    29.0  \n",
+       "126764  N908XJ    3540    JFK  MSP     149.0      1029  17.0    42.0  \n",
+       "126798  N472AA     773    LGA  DFW     219.0      1389  18.0     8.0  \n",
+       "126822  N338NB     706    JFK  AUS     231.0      1521  18.0    37.0  \n",
+       "126823  N702TW    1499    LGA  ATL     111.0       762  18.0    38.0  \n",
+       "126826  N382AA     145    JFK  SAN     342.0      2446  18.0    41.0  \n",
+       "126871  N514MQ    4669    LGA  ATL     114.0       762  19.0    26.0  \n",
+       "126881  N307JB    1016    JFK  BOS      41.0       187  19.0    39.0  \n",
+       "126885  N554UA     535    JFK  LAX     329.0      2475  19.0    40.0  \n",
+       "126914  N449UA     824    EWR  ORD     124.0       719  20.0     7.0  \n",
+       "126932  N13913    4131    EWR  RIC      50.0       277  20.0    35.0  \n",
+       "126959  N18556    3809    EWR  TYS      99.0       631  21.0     3.0  \n",
+       "126960  N497UA     712    EWR  LAS       NaN      2227  21.0     4.0  \n",
+       "126965  N14923    4126    LGA  CLE      68.0       419  21.0    12.0  \n",
+       "126979  N12160    4536    EWR  CVG      99.0       569  21.0    43.0  \n",
+       "126980  N3CDAA    1709    LGA  MIA     154.0      1096  21.0    43.0  \n",
+       "126985  N284JB     130    JFK  BUF      54.0       301  21.0    59.0  \n",
+       "126986  N402UA     325    EWR  ORD     118.0       719  22.0     7.0  \n",
+       "126988  N526MQ    4649    LGA  MSP     142.0      1020  22.0    10.0  \n",
+       "127001  N784JB     199    JFK  LAS     305.0      2248  23.0    35.0  \n",
+       "127006  N304JB      30    JFK  ROC      49.0       264   0.0     3.0  \n",
+       "127007  N12957    4378    EWR  BWI      36.0       169   0.0     8.0  \n",
+       "127008  N298JB    1018    JFK  BOS      35.0       187   0.0    15.0  \n",
+       "127010  N12160    3267    EWR  DCA      37.0       199   1.0    14.0  \n",
+       "127011  N29906    4119    EWR  RIC      56.0       277   1.0    14.0  \n",
+       "127178  N734MQ    4534    LGA  XNA     195.0      1147   8.0    13.0  \n",
+       "127305  N672DL    1429    JFK  LAS     308.0      2248  10.0    22.0  \n",
+       "127362  N17146    4662    EWR  RDU      74.0       416  11.0    42.0  \n",
+       "127384  N627JB     641    JFK  SFO     355.0      2586  12.0     0.0  \n",
+       "127388  N839AY    3884    JFK  PHL      48.0        94  12.0     7.0  \n",
+       "127389  N383AA     179    JFK  SFO     367.0      2586  12.0     7.0  \n",
+       "127392  N842VA      23    JFK  SFO     353.0      2586  12.0    10.0  \n",
+       "127443  N281JB    1174    EWR  BOS      39.0       200  13.0    32.0  \n",
+       "127472  N919DL    2126    LGA  TPA     160.0      1010  14.0     6.0  \n",
+       "127529  N14543    4100    EWR  MEM     156.0       946  15.0     4.0  \n",
+       "127530  N17169    4275    EWR  BNA     124.0       748  15.0     5.0  \n",
+       "127531  N11184    4670    EWR  IAD      48.0       212  15.0     5.0  \n",
+       "127541  N12122    4171    EWR  MSN     117.0       799  15.0    17.0  \n",
+       "127544  N438WN     564    LGA  DEN     233.0      1620  15.0    19.0  \n",
+       "127545  N21537    4135    EWR  CLT      93.0       529  15.0    20.0  \n",
+       "127554  N556JB    1161    LGA  PBI     157.0      1035  15.0    28.0  \n",
+       "127566  N8492C    3638    JFK  PHL      47.0        94  15.0    45.0  \n",
+       "127598  N329NW    1819    LGA  MSP     138.0      1020  16.0     8.0  \n",
+       "127629  N568UA     685    LGA  ORD     111.0       733  16.0    40.0  \n",
+       "127635  N13566    3824    EWR  STL     145.0       872  16.0    50.0  \n",
+       "127669  N925XJ    3540    JFK  MSP     144.0      1029  17.0    19.0  \n",
+       "127683  N841VA      27    JFK  SFO     346.0      2586  17.0    36.0  \n",
+       "127694  N247JB    1176    EWR  BOS      48.0       200  17.0    43.0  \n",
+       "127705  N11181    4498    EWR  MHT      39.0       209  17.0    56.0  \n",
+       "127724  N762US    2183    LGA  DCA      50.0       214  18.0    16.0  \n",
+       "127725  N334NB     706    JFK  AUS     229.0      1521  18.0    17.0  \n",
+       "127736  N8923A    3658    JFK  BWI      43.0       184  18.0    28.0  \n",
+       "127737  N36915    4202    EWR  STL     146.0       872  18.0    29.0  \n",
+       "127741  N8751D    3885    JFK  PHL      38.0        94  18.0    32.0  \n",
+       "127752  N29129    1109    EWR  MCO     126.0       937  18.0    40.0  \n",
+       "127760  N12142    4092    EWR  DAY      91.0       533  18.0    48.0  \n",
+       "127761  N14977    4411    EWR  MEM     155.0       946  18.0    50.0  \n",
+       "127762  N913WN       3    EWR  DEN     233.0      1605  18.0    52.0  \n",
+       "127769  N813UA     378    EWR  DFW     211.0      1372  19.0     1.0  \n",
+       "127771  N21197    4316    EWR  RIC      55.0       277  19.0     6.0  \n",
+       "127799  N8943A    3843    JFK  SYR      44.0       209  19.0    28.0  \n",
+       "127800  N23707    1023    EWR  CLE      66.0       404  19.0    28.0  \n",
+       "127803  N739MQ    4484    LGA  BNA     129.0       764  19.0    33.0  \n",
+       "127808  N753EV    5279    LGA  MSN     111.0       812  19.0    38.0  \n",
+       "127809  N304JB     130    JFK  BUF      56.0       301  19.0    40.0  \n",
+       "127810  N342AA     181    JFK  LAX     330.0      2475  19.0    41.0  \n",
+       "127813  N13949    4350    EWR  CVG     104.0       569  19.0    45.0  \n",
+       "127817  N713MQ    4517    LGA  CRW      78.0       444  19.0    48.0  \n",
+       "127820  N607MQ    4323    JFK  ORF      57.0       290  19.0    54.0  \n",
+       "127826  N12160    3259    EWR  GRR      93.0       605  19.0    59.0  \n",
+       "127839  N11548    4106    EWR  GRR      94.0       605  20.0    16.0  \n",
+       "127846  N29917    4191    EWR  BNA     131.0       748  20.0    26.0  \n",
+       "127848  N8924B    3899    JFK  CLE      76.0       425  20.0    40.0  \n",
+       "127853  N21537    4356    EWR  BWI      40.0       169  20.0    47.0  \n",
+       "127854  N14173    4333    EWR  TUL     189.0      1215  20.0    48.0  \n",
+       "127862  N10156    4554    EWR  MCI     171.0      1092  20.0    57.0  \n",
+       "127864  N5PBMQ    3783    JFK  CMH      81.0       483  21.0     1.0  \n",
+       "127865  N14180    4543    EWR  DSM     150.0      1017  21.0     2.0  \n",
+       "127866  N8936A    3798    JFK  CLT      97.0       541  21.0     2.0  \n",
+       "127867  N918XJ    3287    JFK  JAX     129.0       828  21.0     3.0  \n",
+       "127869  N600LR    3329    JFK  PIT      67.0       340  21.0     7.0  \n",
+       "127875  N17146    4619    EWR  CLT      90.0       529  21.0    22.0  \n",
+       "127877  N13133    4162    EWR  ALB      33.0       143  21.0    23.0  \n",
+       "127882  N12569    4131    EWR  RIC      59.0       277  21.0    29.0  \n",
+       "127886  N16976    4536    EWR  CVG     108.0       569  21.0    32.0  \n",
+       "127887  N795SW    2327    EWR  MDW     108.0       711  21.0    32.0  \n",
+       "127890  N11192    4204    EWR  OKC     209.0      1325  21.0    36.0  \n",
+       "127892  N14991    4312    EWR  DCA      44.0       199  21.0    44.0  \n",
+       "127895  N12967    4224    EWR  MKE     106.0       725  21.0    50.0  \n",
+       "127896  N722MQ    4555    LGA  CMH      80.0       479  21.0    51.0  \n",
+       "127897  N344NB    1133    LGA  RSW     157.0      1080  21.0    53.0  \n",
+       "127900  N14116    4583    EWR  MHT      36.0       209  21.0    57.0  \n",
+       "127902  N518MQ    4584    LGA  CLT      88.0       544  22.0     3.0  \n",
+       "127903  N14168    4555    EWR  OMA     167.0      1134  22.0     6.0  \n",
+       "127904  N12567    3842    EWR  SDF     116.0       642  22.0    10.0  \n",
+       "127905  N27722    1611    EWR  IAH     203.0      1400  22.0    10.0  \n",
+       "127907  N13538    4572    EWR  GSP      98.0       594  22.0    13.0  \n",
+       "127908  N8751D    4091    JFK  BWI      39.0       184  22.0    20.0  \n",
+       "127910  N8923A    3609    JFK  PHL      31.0        94  22.0    24.0  \n",
+       "127912  N203JB     605    EWR  MCO     134.0       937  22.0    34.0  \n",
+       "127913  N26549    4645    EWR  JAX     129.0       820  22.0    39.0  \n",
+       "127915  N736MQ    4507    LGA  RDU      75.0       431  22.0    41.0  \n",
+       "127917  N509MQ    4660    LGA  BNA     114.0       764  22.0    48.0  \n",
+       "127920  N14203    4216    EWR  BUF      51.0       282  22.0    52.0  \n",
+       "127922  N14952    4276    EWR  BDL      33.0       116  22.0    57.0  \n",
+       "127923  N507JB      35    JFK  PBI     149.0      1028  22.0    57.0  \n",
+       "127924  N14959    4368    EWR  DAY      88.0       533  23.0     0.0  \n",
+       "127925  N14543    3809    EWR  TYS     107.0       631  23.0     1.0  \n",
+       "127926  N22909    4700    EWR  CLT      88.0       529  23.0     4.0  \n",
+       "127927  N21129    4390    EWR  PWM      48.0       284  23.0    20.0  \n",
+       "127928  N324US    2319    LGA  MSP     136.0      1020  23.0    24.0  \n",
+       "127930  N12142    4210    EWR  BTV      45.0       266  23.0    30.0  \n",
+       "127931  N238JB     515    EWR  FLL     150.0      1065  23.0    34.0  \n",
+       "127950  N13958    4210    EWR  BTV      50.0       266   1.0    21.0  \n",
+       "128077  N827AS    5716    JFK  IAD      50.0       228   7.0    32.0  \n",
+       "128217  N11548    4107    EWR  JAX     120.0       820   9.0    48.0  \n",
+       "128226  N13914    4320    EWR  DAY      89.0       533   9.0    55.0  \n",
+       "128284  N14158    4686    EWR  MCI     184.0      1092  11.0     7.0  \n",
+       "128290  N12924    4696    EWR  MHT      42.0       209  11.0    15.0  \n",
+       "128351  N16999    4095    EWR  CLT      83.0       529  12.0    44.0  \n",
+       "128359  N14143    4255    EWR  CHS      99.0       628  12.0    53.0  \n",
+       "128374  N14573    4701    EWR  ORF      50.0       284  13.0     9.0  \n",
+       "128377  N11192    4420    EWR  RDU      70.0       416  13.0    10.0  \n",
+       "128381  N921XJ    3289    JFK  BOS      40.0       187  13.0    22.0  \n",
+       "128387  N317JB      24    JFK  BTV      49.0       266  13.0    31.0  \n",
+       "128415  N784JB      85    JFK  FLL     151.0      1069  13.0    57.0  \n",
+       "128422  N651JB     991    JFK  PBI     144.0      1028  14.0     9.0  \n",
+       "128545  N258JB       8    JFK  BUF      63.0       301  16.0     9.0  \n",
+       "128551  N597JB    1010    JFK  BOS      44.0       187  16.0    14.0  \n",
+       "128556  N14173    4181    EWR  MCI     177.0      1092  16.0    20.0  \n",
+       "128561  N5FTAA    1813    JFK  MCO     142.0       944  16.0    25.0  \n",
+       "128586  N566JB     703    JFK  SJU     184.0      1598  16.0    46.0  \n",
+       "128608  N14573    3815    EWR  BNA     128.0       748  17.0     0.0  \n",
+       "128609  N5CNAA    1635    JFK  SJU     186.0      1598  17.0     0.0  \n",
+       "128611  N317JB    1053    JFK  PIT      76.0       340  17.0     3.0  \n",
+       "128614  N12996    4561    EWR  ORF       NaN       284  17.0     5.0  \n",
+       "128621  N559JB      63    JFK  TPA     155.0      1005  17.0    11.0  \n",
+       "128626  N19554    4372    EWR  DCA      45.0       199  17.0    15.0  \n",
+       "128644  N13958    4092    EWR  DAY      91.0       533  17.0    26.0  \n",
+       "128672  N14143    4667    EWR  MSP     155.0      1008  17.0    58.0  \n",
+       "128673  N12957    4399    EWR  RDU      69.0       416  17.0    59.0  \n",
+       "128677  N216JB      12    JFK  SYR      51.0       209  18.0     1.0  \n",
+       "128711  N18556    4316    EWR  BWI      37.0       169  18.0    43.0  \n",
+       "128753  N197JB    1016    JFK  BOS      44.0       187  19.0    30.0  \n",
+       "128761  N3BPAA     353    LGA  ORD     113.0       733  19.0    38.0  \n",
+       "128766  N3ETAA     269    JFK  SEA     317.0      2422  19.0    46.0  \n",
+       "128791  N955DL    1108    JFK  MIA     157.0      1089  20.0    15.0  \n",
+       "128794  N11548    4202    EWR  STL     155.0       872  20.0    17.0  \n",
+       "128806  N11192    4498    EWR  MHT      41.0       209  20.0    27.0  \n",
+       "128811  N767UW    2187    LGA  DCA      45.0       214  20.0    33.0  \n",
+       "128821  N3FDAA     785    LGA  DFW     210.0      1389  20.0    46.0  \n",
+       "128827  N19554    4106    EWR  GRR     102.0       605  20.0    54.0  \n",
+       "128829  N332AA     177    JFK  SFO     354.0      2586  20.0    57.0  \n",
+       "128834  N14179    4555    EWR  OMA     175.0      1134  21.0     6.0  \n",
+       "128837  N612JB      39    JFK  PBI     143.0      1028  21.0     8.0  \n",
+       "128840  N12996    4224    EWR  MKE     117.0       725  21.0    12.0  \n",
+       "128844  N3DNAA    1762    JFK  BOS      45.0       187  21.0    24.0  \n",
+       "128848  N258JB    1069    JFK  AUS     239.0      1521  21.0    34.0  \n",
+       "128852  N6EAMQ    4649    LGA  MSP     143.0      1020  21.0    38.0  \n",
+       "128853  N734MQ    4555    LGA  CMH      82.0       479  21.0    39.0  \n",
+       "128861  N3ABAA    1787    JFK  TPA     152.0      1005  21.0    54.0  \n",
+       "128864  N904DL    2391    JFK  TPA     145.0      1005  22.0     4.0  \n",
+       "128865  N12163    4368    EWR  DAY      87.0       533  22.0     5.0  \n",
+       "128870  N12924    4700    EWR  CLT      87.0       529  22.0    19.0  \n",
+       "128872  N518MQ    4660    LGA  BNA     116.0       764  22.0    33.0  \n",
+       "128874  N508JB     383    LGA  FLL     145.0      1076  22.0    39.0  \n",
+       "128879  N607JB     927    EWR  MCO     131.0       937  23.0     3.0  \n",
+       "128880  N13975    3267    EWR  DCA      38.0       199  23.0    16.0  \n",
+       "128881  N11192    4583    EWR  MHT      37.0       209  23.0    26.0  \n",
+       "128882  N766JB     713    JFK  SJU     183.0      1598  23.0    38.0  \n",
+       "128898  N19966    4619    EWR  CLT      84.0       529   0.0    20.0  \n",
+       "129137  N354NW    2119    LGA  MSP     156.0      1020   9.0     9.0  \n",
+       "129156  N12967    4691    EWR  DAY     101.0       533   9.0    34.0  \n",
+       "129160  N8736A    3611    JFK  PIT      71.0       340   9.0    43.0  \n",
+       "129161  N829MQ    4406    JFK  RDU      76.0       427   9.0    45.0  \n",
+       "129205  N353NB    1659    LGA  MIA     151.0      1096  10.0    38.0  \n",
+       "129209  N642AA     647    JFK  MIA     156.0      1089  10.0    42.0  \n",
+       "129212  N16183    4140    EWR  ATL     120.0       746  10.0    46.0  \n",
+       "129240  N825AS    5736    LGA  IAD      50.0       229  11.0    25.0  \n",
+       "129261  N665UA     448    EWR  IAH     207.0      1400  11.0    48.0  \n",
+       "129265  N201AA     313    LGA  ORD     139.0       733  11.0    50.0  \n",
+       "129340  N829MQ    4404    JFK  RDU      79.0       427  13.0    36.0  \n",
+       "129356  N29906    4135    EWR  CLT      90.0       529  13.0    56.0  \n",
+       "129375  N13978    4129    EWR  DCA      39.0       199  14.0    21.0  \n",
+       "129384  N48901    4158    EWR  RIC      55.0       277  14.0    38.0  \n",
+       "129408  N3EUAA     753    LGA  DFW     217.0      1389  14.0    55.0  \n",
+       "129420  N306JB     127    EWR  MCO     135.0       937  15.0     7.0  \n",
+       "129435  N357NB    2043    JFK  ATL     115.0       760  15.0    23.0  \n",
+       "129476  N463UA     346    EWR  MIA     146.0      1085  15.0    55.0  \n",
+       "129497  N8828D    3638    JFK  PHL      27.0        94  16.0    12.0  \n",
+       "129506  N11544    3828    EWR  JAX     125.0       820  16.0    18.0  \n",
+       "129508  N13538    4133    EWR  DTW     102.0       488  16.0    18.0  \n",
+       "129533  N564AA     337    LGA  ORD     122.0       733  16.0    39.0  \n",
+       "129561  N825AS    5708    LGA  IAD      48.0       229  17.0    10.0  \n",
+       "129587  N396SW     518    EWR  MDW     112.0       711  17.0    27.0  \n",
+       "129590  N16976    4103    EWR  BDL      26.0       116  17.0    28.0  \n",
+       "129597  N13992    4093    EWR  ALB      34.0       143  17.0    38.0  \n",
+       "129634  N324JB    1176    EWR  BOS      44.0       200  18.0    15.0  \n",
+       "129652  N22971    4316    EWR  RIC      54.0       277  18.0    37.0  \n",
+       "129659  N565AA     773    LGA  DFW     215.0      1389  18.0    42.0  \n",
+       "129689  N8828D    4277    JFK  ORF      50.0       290  19.0    20.0  \n",
+       "129700  N26545    4399    EWR  RDU      68.0       416  19.0    35.0  \n",
+       "129720  N504JB     359    JFK  BUR     325.0      2465  19.0    56.0  \n",
+       "129729  N586UA     442    EWR  DEN     210.0      1605  20.0     2.0  \n",
+       "129733  N17196    4356    EWR  BWI      34.0       169  20.0     6.0  \n",
+       "129735  N73259    1228    EWR  SAN     337.0      2425  20.0     7.0  \n",
+       "129741  N847UA     385    EWR  PDX     328.0      2434  20.0    13.0  \n",
+       "129746  N756US    2187    LGA  DCA      41.0       214  20.0    20.0  \n",
+       "129754  N16976    4350    EWR  CVG      98.0       569  20.0    34.0  \n",
+       "129764  N8390A    3899    JFK  CLE      79.0       425  20.0    43.0  \n",
+       "129767  N929XJ    3331    JFK  RDU      67.0       427  20.0    46.0  \n",
+       "129769  N532MQ    3783    JFK  CMH      76.0       483  20.0    50.0  \n",
+       "129778  N746JB      91    JFK  OAK     338.0      2576  20.0    56.0  \n",
+       "129784  N17185    4312    EWR  DCA      44.0       199  21.0     3.0  \n",
+       "129793  N3JNAA    1762    JFK  BOS      44.0       187  21.0    20.0  \n",
+       "129794  N12163    4204    EWR  OKC     233.0      1325  21.0    22.0  \n",
+       "129801  N604LR    3329    JFK  PIT      69.0       340  21.0    33.0  \n",
+       "129805  N306JB     605    EWR  MCO     133.0       937  21.0    44.0  \n",
+       "129806  N13975    4224    EWR  MKE     125.0       725  21.0    48.0  \n",
+       "129809  N12563    4368    EWR  DAY     100.0       533  21.0    52.0  \n",
+       "129812  N3AYAA    1787    JFK  TPA     147.0      1005  21.0    55.0  \n",
+       "129813  N13566    4162    EWR  ALB      30.0       143  21.0    58.0  \n",
+       "129820  N525UA     771    JFK  LAX     341.0      2475  22.0     9.0  \n",
+       "129822  N971DL    2143    LGA  MIA     145.0      1096  22.0    18.0  \n",
+       "129833  N14558    3842    EWR  SDF     119.0       642  23.0    51.0  \n",
+       "129860  N505JB      43    JFK  MCO     139.0       944   0.0     9.0  \n",
+       "129957  N12218    1744    EWR  MIA     151.0      1085   7.0     3.0  \n",
+       "129967  N14542    4346    EWR  IAD      46.0       212   7.0    16.0  \n",
+       "129999  N14974    4655    EWR  PIT      67.0       319   7.0    58.0  \n",
+       "130037  N11544    3829    EWR  BNA     134.0       748   8.0    25.0  \n",
+       "130082  N18120    4580    EWR  STL     158.0       872   8.0    56.0  \n",
+       "130096  N11548    3835    EWR  BUF      52.0       282   9.0     3.0  \n",
+       "130147  N15912    4691    EWR  DAY     114.0       533  10.0    16.0  \n",
+       "130161  N570UA     334    EWR  MIA     161.0      1085  10.0    34.0  \n",
+       "130168  N14952    4682    EWR  SYR      36.0       195  10.0    51.0  \n",
+       "130204  N579AA     321    LGA  ORD     125.0       733  11.0    36.0  \n",
+       "130213  N514MQ    3795    EWR  ORD     117.0       719  11.0    47.0  \n",
+       "130241  N502MQ    3792    JFK  DCA      55.0       213  12.0    20.0  \n",
+       "130247  N14974    4510    EWR  BUF      52.0       282  12.0    32.0  \n",
+       "130251  N26549    4383    EWR  PWM      47.0       284  12.0    35.0  \n",
+       "130259  N14950    4694    EWR  MKE     119.0       725  12.0    43.0  \n",
+       "130260  N14177    3260    EWR  PVD      30.0       160  12.0    44.0  \n",
+       "130261  N14148    4553    EWR  MCI     205.0      1092  12.0    47.0  \n",
+       "130262  N846MQ    4471    LGA  RDU      76.0       431  12.0    48.0  \n",
+       "130302  N13989    4271    EWR  BNA     121.0       748  13.0    46.0  \n",
+       "130304  N723EV    5054    EWR  DTW      89.0       488  13.0    47.0  \n",
+       "130305  N663JB      85    JFK  FLL     158.0      1069  13.0    48.0  \n",
+       "130309  N14573    4248    EWR  IND     120.0       645  13.0    51.0  \n",
+       "130317  N13908    4158    EWR  RIC      60.0       277  14.0     1.0  \n",
+       "130318  N14952    4225    EWR  BUF      50.0       282  14.0     7.0  \n",
+       "130361  N722EV    4950    EWR  ATL     128.0       746  14.0    52.0  \n",
+       "130370  N16919    4670    EWR  IAD      45.0       212  14.0    58.0  \n",
+       "130374  N590JB     209    JFK  LGB     325.0      2465  14.0    59.0  \n",
+       "130390  N27962    4100    EWR  MEM     174.0       946  15.0    21.0  \n",
+       "130408  N266JB       8    JFK  BUF      60.0       301  15.0    39.0  \n",
+       "130444  N24706    1705    EWR  ORD     127.0       719  16.0     3.0  \n",
+       "130451  N21144    4360    EWR  MSP     157.0      1008  16.0     8.0  \n",
+       "130457  N12218    1734    EWR  ORD     126.0       719  16.0    16.0  \n",
+       "130461  N26549    4499    EWR  MKE     124.0       725  16.0    21.0  \n",
+       "130480  N10575    3815    EWR  BNA     136.0       748  16.0    38.0  \n",
+       "130484  N18101    4385    EWR  PWM      49.0       284  16.0    41.0  \n",
+       "130505  N11184    4667    EWR  MSP     151.0      1008  16.0    58.0  \n",
+       "130535  N909XJ    3523    JFK  ORD     133.0       740  17.0    23.0  \n",
+       "130542  N505JB     393    LGA  MCO     142.0       950  17.0    26.0  \n",
+       "130559  N644UA     462    EWR  IAH     212.0      1400  17.0    44.0  \n",
+       "130561  N307JB    1085    JFK  CLT     100.0       541  17.0    47.0  \n",
+       "130563  N14952    4702    EWR  GSO      88.0       445  17.0    48.0  \n",
+       "130590  N3KBAA     695    JFK  AUS     260.0      1521  18.0    16.0  \n",
+       "130603  N298JB     917    JFK  ORD     136.0       740  18.0    29.0  \n",
+       "130604  N467WN     430    EWR  HOU     243.0      1411  18.0    29.0  \n",
+       "130610  N744EV    4981    EWR  MSP     150.0      1008  18.0    34.0  \n",
+       "130664  N723MQ    4525    LGA  XNA       NaN      1147  19.0    26.0  \n",
+       "130665  N179JB    1307    JFK  IAD      47.0       228  19.0    27.0  \n",
+       "130667  N912XJ    3354    JFK  DTW      95.0       509  19.0    31.0  \n",
+       "130676  N12996    4202    EWR  STL     165.0       872  19.0    44.0  \n",
+       "130693  N266JB    1016    JFK  BOS      37.0       187  19.0    55.0  \n",
+       "130696  N504MQ    4649    LGA  MSP     148.0      1020  19.0    56.0  \n",
+       "130702  N3CYAA     257    JFK  LAS     347.0      2248  20.0     0.0  \n",
+       "130710  N601LR    3540    JFK  MSP     157.0      1029  20.0    10.0  \n",
+       "130713  N216FR     837    LGA  DEN     242.0      1620  20.0    14.0  \n",
+       "130722  N14148    4554    EWR  MCI     189.0      1092  20.0    30.0  \n",
+       "130733  N16981    4126    LGA  CLE      78.0       419  20.0    48.0  \n",
+       "130740  N166PQ    5203    EWR  DTW      85.0       488  20.0    53.0  \n",
+       "130750  N547UA     458    EWR  DEN     219.0      1605  21.0     1.0  \n",
+       "130755  N14186    4543    EWR  DSM     167.0      1017  21.0    12.0  \n",
+       "130761  N11106    3809    EWR  TYS     101.0       631  21.0    24.0  \n",
+       "130765  N3GPAA    1762    JFK  BOS      49.0       187  21.0    34.0  \n",
+       "130778  N27962    4368    EWR  DAY     101.0       533  22.0    11.0  \n",
+       "130780  N12924    3267    EWR  DCA      57.0       199  22.0    32.0  \n",
+       "130783  N4XYAA     371    LGA  ORD     118.0       733  22.0    40.0  \n",
+       "130785  N22971    4700    EWR  CLT      96.0       529  22.0    46.0  \n",
+       "130786  N11548    4378    EWR  BWI      37.0       169  22.0    54.0  \n",
+       "130789  N932XJ    3287    JFK  JAX     133.0       828  23.0     1.0  \n",
+       "130790  N434UA     248    EWR  PBI     159.0      1023  23.0     1.0  \n",
+       "130794  N11547    4210    EWR  BTV      43.0       266  23.0    26.0  \n",
+       "130797  N522MQ    3744    EWR  ORD     122.0       719  23.0    49.0  \n",
+       "130816  N206JB      30    JFK  ROC      49.0       264   0.0    18.0  \n",
+       "130817  N258JB     128    JFK  BTV      51.0       266   0.0    32.0  \n",
+       "130818  N641JB     727    JFK  BQN     197.0      1576   1.0    22.0  \n",
+       "130819  N307JB     115    JFK  MSY     188.0      1182   1.0    22.0  \n",
+       "130902  N509UA     955    EWR  FLL     157.0      1065   7.0    21.0  \n",
+       "130987  N5PBMQ    3737    EWR  ORD     124.0       719   8.0    48.0  \n",
+       "131011  N848MQ    4406    JFK  RDU      89.0       427   9.0    11.0  \n",
+       "131025  N11107    4089    EWR  RDU      78.0       416   9.0    28.0  \n",
+       "131035  N484UA     231    EWR  MCO     144.0       937   9.0    39.0  \n",
+       "131052  N5FEAA    1357    JFK  SJU     192.0      1598  10.0    10.0  \n",
+       "131065  N509MQ    4478    LGA  DTW      84.0       502  10.0    28.0  \n",
+       "131072  N553UA     595    EWR  LAS     319.0      2227  10.0    42.0  \n",
+       "131083  N11164    4689    EWR  IAD      51.0       212  11.0     5.0  \n",
+       "131099  N564AA    1589    EWR  DFW       NaN      1372  11.0    27.0  \n",
+       "131106  N301DQ    2343    EWR  ATL     141.0       746  11.0    36.0  \n",
+       "131130  N178JB     885    JFK  RDU      86.0       427  12.0     1.0  \n",
+       "131143  N389HA      51    JFK  HNL     599.0      4983  12.0    26.0  \n",
+       "131178  N916XJ    3405    JFK  DCA      52.0       213  13.0    33.0  \n",
+       "131189  N11535    4679    EWR  JAX     165.0       820  13.0    48.0  \n",
+       "131199  N27962    4129    EWR  DCA      46.0       199  14.0     3.0  \n",
+       "131201  N17105    1641    EWR  ORD     118.0       719  14.0     4.0  \n",
+       "131205  N848MQ    4404    JFK  RDU      89.0       427  14.0    12.0  \n",
+       "131209  N829UA     527    EWR  DEN     224.0      1605  14.0    22.0  \n",
+       "131243  N4YNAA    1853    EWR  DFW     222.0      1372  15.0     5.0  \n",
+       "131245  N12552    4434    EWR  MHT      39.0       209  15.0     6.0  \n",
+       "131286  N508MQ    3728    EWR  ORD     117.0       719  15.0    54.0  \n",
+       "131302  N467UA     339    EWR  FLL     161.0      1065  16.0     2.0  \n",
+       "131326  N906XJ    3393    JFK  DCA      48.0       213  16.0    28.0  \n",
+       "131336  N8918B    4178    JFK  ROC      52.0       264  16.0    45.0  \n",
+       "131339  N266JB     615    JFK  JAX       NaN       828  16.0    46.0  \n",
+       "131343  N922MQ    4172    JFK  CLE      88.0       425  16.0    51.0  \n",
+       "131356  N919XJ    3453    JFK  BOS      32.0       187  17.0     5.0  \n",
+       "131367  N8933B    3885    JFK  PHL      34.0        94  17.0    14.0  \n",
+       "131373  N916XJ    3540    JFK  MSP     154.0      1029  17.0    16.0  \n",
+       "131375  N932MQ    4146    JFK  CMH      89.0       483  17.0    21.0  \n",
+       "131386  N905XJ    3383    JFK  DTW      92.0       509  17.0    35.0  \n",
+       "131418  N667UA     380    EWR  IAH     216.0      1400  18.0    17.0  \n",
+       "131421  N3CMAA    1467    LGA  MIA     162.0      1096  18.0    22.0  \n",
+       "131433  N821MQ    4410    JFK  DCA      50.0       213  18.0    35.0  \n",
+       "131464  N361NW     884    LGA  DEN     241.0      1620  19.0    23.0  \n",
+       "131469  N834AS    5712    JFK  IAD      51.0       228  19.0    28.0  \n",
+       "131470  N925XJ    3523    JFK  ORD     127.0       740  19.0    29.0  \n",
+       "131475  N368NB    2042    EWR  ATL     134.0       746  19.0    31.0  \n",
+       "131481  N634JB     989    JFK  FLL     167.0      1069  19.0    36.0  \n",
+       "131495  N554UA     535    JFK  LAX     339.0      2475  19.0    56.0  \n",
+       "131499   N1602     951    JFK  ATL     132.0       760  20.0     4.0  \n",
+       "131500  N8938A    3658    JFK  BWI      40.0       184  20.0     6.0  \n",
+       "131503  N3771K      95    JFK  ATL     130.0       760  20.0    11.0  \n",
+       "131506  N258JB     130    JFK  BUF      59.0       301  20.0    15.0  \n",
+       "131518  N906XJ    3525    JFK  ORD     121.0       740  20.0    40.0  \n",
+       "131523  N501MQ    3783    JFK  CMH      85.0       483  20.0    48.0  \n",
+       "131533  N8611A    3609    JFK  PHL      33.0        94  21.0    33.0  \n",
+       "131537  N8933B    4091    JFK  BWI      37.0       184  21.0    55.0  \n",
+       "131540  N39728    1611    EWR  IAH     210.0      1400  22.0     1.0  \n",
+       "131543  N13975    4619    EWR  BNA     140.0       748  22.0     8.0  \n",
+       "131544  N602LR    3320    JFK  BUF      52.0       301  22.0    13.0  \n",
+       "131553  N919XJ    3395    JFK  DCA      48.0       213  23.0     3.0  \n",
+       "131559  N216JB     608    JFK  PWM      56.0       273   0.0     1.0  \n",
+       "131560  N11551    4390    EWR  PWM      47.0       284   0.0    10.0  \n",
+       "131808  N8869B    4051    JFK  BWI      34.0       184  10.0    36.0  \n",
+       "131809  N307JB     108    JFK  BUF      58.0       301  10.0    37.0  \n",
+       "131854  N8611A    3970    LGA  CLE      78.0       419  11.0    36.0  \n",
+       "131908  N927DA    2126    LGA  TPA     149.0      1010  12.0    55.0  \n",
+       "131917  N14542    4225    EWR  BUF      53.0       282  13.0    10.0  \n",
+       "131922  N931XJ    3538    JFK  MSP     150.0      1029  13.0    20.0  \n",
+       "131926  N76505    1107    EWR  DEN     238.0      1605  13.0    20.0  \n",
+       "131941  N24706    1597    EWR  EGE     234.0      1726  13.0    32.0  \n",
+       "131944  N446UA     954    EWR  IAH     216.0      1400  13.0    39.0  \n",
+       "131950  N3BBAA     745    LGA  DFW     214.0      1389  13.0    50.0  \n",
+       "131982  N621VA     411    JFK  LAX     338.0      2475  14.0    30.0  \n",
+       "132078  N15574    4434    EWR  MHT      44.0       209  15.0    56.0  \n",
+       "132083  N13965    5660    EWR  PIT      61.0       319  15.0    58.0  \n",
+       "132101  N318JB    1053    JFK  PIT      73.0       340  16.0     9.0  \n",
+       "132152  N648MQ    3985    JFK  CVG     102.0       589  17.0     1.0  \n",
+       "132165  N13202    4440    EWR  BUF      55.0       282  17.0    15.0  \n",
+       "132176  N3HFAA    1467    LGA  MIA     162.0      1096  17.0    24.0  \n",
+       "132179  N232WN       3    EWR  DEN     244.0      1605  17.0    25.0  \n",
+       "132185  N373DA     920    JFK  DEN     243.0      1626  17.0    32.0  \n",
+       "132229  N73445      80    EWR  MIA     159.0      1085  18.0     9.0  \n",
+       "132250  N17984    4399    EWR  RDU      67.0       416  18.0    37.0  \n",
+       "132262  N292JB    1185    JFK  RDU      72.0       427  18.0    50.0  \n",
+       "132291  N348NW     575    EWR  ATL     111.0       746  19.0    21.0  \n",
+       "132314  N639JB     217    JFK  LGB     333.0      2465  19.0    36.0  \n",
+       "132335  N183JB    1307    JFK  IAD      51.0       228  19.0    57.0  \n",
+       "132341  N13965    4356    EWR  BWI      36.0       169  20.0     0.0  \n",
+       "132356  N526UA     509    LGA  DEN     239.0      1620  20.0    22.0  \n",
+       "132389  N15910    4162    EWR  ALB      35.0       143  21.0    11.0  \n",
+       "132400  N336AA      21    JFK  LAX     334.0      2475  21.0    34.0  \n",
+       "132401  N13202    4191    EWR  BNA     116.0       748  21.0    36.0  \n",
+       "132413  N216FR     837    LGA  DEN     227.0      1620  22.0    19.0  \n",
+       "132414  N178JB     605    EWR  MCO     142.0       937  22.0    21.0  \n",
+       "132416  N14542    4210    EWR  BTV      47.0       266  22.0    43.0  \n",
+       "132417  N3JNAA    1762    JFK  BOS      40.0       187  22.0    48.0  \n",
+       "132421  N807JB      97    JFK  DEN     226.0      1626  23.0     1.0  \n",
+       "132424  N579JB      43    JFK  MCO     138.0       944  23.0    10.0  \n",
+       "132425  N11176    4555    EWR  OMA     170.0      1134  23.0    27.0  \n",
+       "132426  N258JB     629    JFK  HOU     219.0      1428  23.0    30.0  \n",
+       "132439  N283JB      30    JFK  ROC      48.0       264   0.0    19.0  \n",
+       "132588  N539UA     560    EWR  LAS     293.0      2227   7.0    58.0  \n",
+       "132632  N216JB     117    JFK  MSY     186.0      1182   8.0    33.0  \n",
+       "132682  N335AA      59    JFK  SFO     356.0      2586   9.0    16.0  \n",
+       "132701  N3AEMQ    4655    LGA  BNA     130.0       764   9.0    41.0  \n",
+       "132731  N11551    4233    EWR  BTV      49.0       266  10.0    13.0  \n",
+       "132732  N317JB      57    JFK  PBI     163.0      1028  10.0    15.0  \n",
+       "132735  N267JB     885    JFK  RDU      73.0       427  10.0    22.0  \n",
+       "132784  N16559    4689    EWR  IAD      46.0       212  11.0    23.0  \n",
+       "132803  N12922    4248    EWR  IND     113.0       645  11.0    42.0  \n",
+       "132826  N668UA     448    EWR  IAH     238.0      1400  12.0     6.0  \n",
+       "132857  N14177    4630    EWR  RDU      67.0       416  12.0    57.0  \n",
+       "132869  N184JB     625    JFK  HOU     242.0      1428  13.0    21.0  \n",
+       "132881  N11551    4271    EWR  BNA     128.0       748  13.0    40.0  \n",
+       "132891  N11199    4553    EWR  MCI     175.0      1092  13.0    49.0  \n",
+       "132900  N3GKAA     745    LGA  DFW     220.0      1389  13.0    55.0  \n",
+       "132921  N567AA    1853    EWR  DFW     229.0      1372  14.0    30.0  \n",
+       "132926  N13997    4129    EWR  DCA      39.0       199  14.0    35.0  \n",
+       "132930  N804MQ    4404    JFK  RDU      76.0       427  14.0    39.0  \n",
+       "132933  N267JB      32    JFK  ROC      53.0       264  14.0    41.0  \n",
+       "132982  N3GHAA     753    LGA  DFW     219.0      1389  15.0    17.0  \n",
+       "132996  N265JB     602    JFK  PWM      50.0       273  15.0    29.0  \n",
+       "133032  N750EV    4950    EWR  ATL     128.0       746  15.0    54.0  \n",
+       "133062  N3HRAA     759    LGA  DFW     229.0      1389  16.0    20.0  \n",
+       "133070  N406UA     459    EWR  ORD     152.0       719  16.0    27.0  \n",
+       "133073  N13133    4229    EWR  CHS     112.0       628  16.0    30.0  \n",
+       "133145  N566AA     341    LGA  ORD     119.0       733  17.0    38.0  \n",
+       "133180  N503AA     773    LGA  DFW     219.0      1389  18.0     3.0  \n",
+       "133199  N3DDAA     565    JFK  DFW     222.0      1391  18.0    25.0  \n",
+       "133208  N318JB    1085    JFK  CLT      91.0       541  18.0    37.0  \n",
+       "133212  N16954    4411    EWR  MEM     156.0       946  18.0    41.0  \n",
+       "133215  N13538    4702    EWR  GSO      62.0       445  18.0    50.0  \n",
+       "133227  N4YNAA    1905    EWR  DFW     207.0      1372  18.0    55.0  \n",
+       "133270  N265JB      15    JFK  FLL     161.0      1069  19.0    35.0  \n",
+       "133272  N3FKAA     785    LGA  DFW     243.0      1389  19.0    36.0  \n",
+       "133277  N267JB    1185    JFK  RDU      73.0       427  19.0    43.0  \n",
+       "133283  N14923    4353    EWR  BUF      50.0       282  19.0    49.0  \n",
+       "133319  N525UA     389    JFK  SFO     348.0      2586  20.0    31.0  \n",
+       "133321  N279JB    1307    JFK  IAD      43.0       228  20.0    33.0  \n",
+       "133326  N834AY    4091    JFK  BWI      37.0       184  20.0    43.0  \n",
+       "133345  N182UW    1973    EWR  CLT      98.0       529  20.0    59.0  \n",
+       "133355  N3CWAA    1762    JFK  BOS      37.0       187  21.0    24.0  \n",
+       "133364  N13133    4543    EWR  DSM     161.0      1017  21.0    45.0  \n",
+       "133371  N328JB     104    JFK  BUF      58.0       301  22.0    41.0  \n",
+       "133375  N13538    4119    EWR  RIC      49.0       277  22.0    48.0  \n",
+       "133377  N184JB     115    JFK  MSY     205.0      1182  22.0    57.0  \n",
+       "133378  N298JB     515    EWR  FLL     157.0      1065  23.0     6.0  \n",
+       "133379  N14923    4191    EWR  BNA     114.0       748  23.0    13.0  \n",
+       "133380  N13908    4536    EWR  CVG     114.0       569  23.0    20.0  \n",
+       "133381  N190JB     701    JFK  SJU     187.0      1598  23.0    24.0  \n",
+       "133383  N18557    4378    EWR  BWI      33.0       169  23.0    47.0  \n",
+       "133400  N306JB      30    JFK  ROC      48.0       264   0.0     6.0  \n",
+       "133401  N632JB     727    JFK  BQN     197.0      1576   1.0     1.0  \n",
+       "133402  N296JB     128    JFK  BTV      44.0       266   1.0    27.0  \n",
+       "133506  N77258    1627    EWR  PBI     146.0      1023   7.0     5.0  \n",
+       "133557  N653AW     654    JFK  PHX     294.0      2153   8.0     4.0  \n",
+       "133678  N534UA     271    EWR  LAS     297.0      2227   9.0    58.0  \n",
+       "133695  N203JB      20    JFK  ROC      51.0       264  10.0    20.0  \n",
+       "133738  N608JB    1004    JFK  BOS      35.0       187  11.0    11.0  \n",
+       "133823  N725MQ    4425    JFK  DCA      58.0       213  13.0    16.0  \n",
+       "133824  N10575    4225    EWR  BUF      47.0       282  13.0    17.0  \n",
+       "133825  N292JB     625    JFK  HOU     213.0      1428  13.0    17.0  \n",
+       "133849  N258JB    1006    JFK  BOS      33.0       187  13.0    53.0  \n",
+       "133867  N836AS    5711    JFK  IAD      43.0       228  14.0    15.0  \n",
+       "133888  N723SW    2058    EWR  PHX     291.0      2133  14.0    42.0  \n",
+       "133912  N203JB      27    JFK  TPA     165.0      1005  15.0     0.0  \n",
+       "133924  N267JB     615    JFK  JAX     136.0       828  15.0    14.0  \n",
+       "133930  N638JB     209    JFK  LGB     310.0      2465  15.0    19.0  \n",
+       "133939  N18556    4693    EWR  BWI      44.0       169  15.0    25.0  \n",
+       "133962  N517MQ    3728    EWR  ORD     140.0       719  15.0    43.0  \n",
+       "133965  N11539    3818    EWR  STL     125.0       872  15.0    47.0  \n",
+       "133989  N943AT     349    LGA  ATL     124.0       762  16.0     4.0  \n",
+       "134014  N710UW    1665    LGA  CLT      99.0       544  16.0    35.0  \n",
+       "134019  N566AA     329    LGA  ORD     160.0       733  16.0    40.0  \n",
+       "134029  N800AY    4357    JFK  ORF      68.0       290  16.0    50.0  \n",
+       "134063  N372DA      91    JFK  LAS     283.0      2248  17.0    19.0  \n",
+       "134067  N495UA     587    EWR  ORD       NaN       719  17.0    20.0  \n",
+       "134072  N444UA     687    LGA  ORD       NaN       733  17.0    23.0  \n",
+       "134078  N10575    4561    EWR  ORF       NaN       284  17.0    30.0  \n",
+       "134088  N901XJ    3330    JFK  RDU      72.0       427  17.0    40.0  \n",
+       "134098  N372NW    1185    EWR  SLC     245.0      1969  17.0    50.0  \n",
+       "134115  N13566    4411    EWR  MEM     144.0       946  18.0     7.0  \n",
+       "134120  N532MQ    3695    EWR  ORD       NaN       719  18.0    10.0  \n",
+       "134127  N420WN    2355    EWR  STL     124.0       872  18.0    15.0  \n",
+       "134136  N201FR     837    LGA  DEN     225.0      1620  18.0    31.0  \n",
+       "134153  N711HK    2963    LGA  MDW     114.0       725  18.0    54.0  \n",
+       "134159  N558UA     488    EWR  BOS      36.0       200  18.0    57.0  \n",
+       "134161  N526JB     547    EWR  PBI     164.0      1023  18.0    58.0  \n",
+       "134164  N13958    4382    EWR  DTW      85.0       488  19.0     0.0  \n",
+       "134198  N306JB     130    JFK  BUF      52.0       301  19.0    38.0  \n",
+       "134201  N14704    1284    EWR  AUS     214.0      1504  19.0    41.0  \n",
+       "134205  N34111    4554    EWR  MCI     150.0      1092  19.0    45.0  \n",
+       "134206  N967AT     623    LGA  ATL     121.0       762  19.0    45.0  \n",
+       "134214  N713MQ    4517    LGA  CRW      72.0       444  19.0    51.0  \n",
+       "134240  N734MQ    4479    LGA  RDU      76.0       431  20.0    24.0  \n",
+       "134243  N936WN    2714    LGA  MKE     111.0       738  20.0    31.0  \n",
+       "134252  N800AY    3798    JFK  CLT      93.0       541  20.0    45.0  \n",
+       "134258  N12957    4312    EWR  DCA      44.0       199  20.0    52.0  \n",
+       "134267  N33284    1727    EWR  ORD     106.0       719  21.0     5.0  \n",
+       "134271  N201AA     345    LGA  ORD     105.0       733  21.0    14.0  \n",
+       "134273  N16546    4619    EWR  CLT     102.0       529  21.0    22.0  \n",
+       "134274  N3BEAA     359    LGA  ORD     112.0       733  21.0    22.0  \n",
+       "134277  N13550    4087    EWR  PWM      44.0       284  21.0    25.0  \n",
+       "134287  N239JB     629    JFK  HOU     223.0      1428  21.0    45.0  \n",
+       "134288  N641JB     677    JFK  LAX     306.0      2475  21.0    51.0  \n",
+       "134298  N76265    1241    EWR  TPA     157.0       997  22.0    42.0  \n",
+       "134302  N184JB     104    JFK  BUF      55.0       301  23.0     8.0  \n",
+       "134305  N10575    4162    EWR  ALB      24.0       143  23.0    56.0  \n",
+       "134338  N328JB      22    JFK  SYR      42.0       209   0.0    25.0  \n",
+       "134339  N14168    4390    EWR  PWM      45.0       284   0.0    35.0  \n",
+       "134340  N334JB     128    JFK  BTV      48.0       266   0.0    40.0  \n",
+       "134341  N187JB      30    JFK  ROC      49.0       264   1.0    22.0  \n",
+       "134342  N579JB     707    JFK  SJU     199.0      1598   1.0    22.0  \n",
+       "134455  N525MQ    4599    LGA  MSP     122.0      1020   7.0    37.0  \n",
+       "134477  N460WN     459    LGA  DEN     211.0      1620   8.0     4.0  \n",
+       "134495  N236JB     117    JFK  MSY     181.0      1182   8.0    20.0  \n",
+       "134513  N512UA     309    JFK  SFO     329.0      2586   8.0    33.0  \n",
+       "134523  N14219    1744    EWR  MIA     158.0      1085   8.0    45.0  \n",
+       "134526  N581AS      11    EWR  SEA     300.0      2402   8.0    48.0  \n",
+       "134545  N11176    4118    EWR  XNA     159.0      1131   9.0     4.0  \n",
+       "134546  N16918    4357    EWR  CVG     104.0       569   9.0     6.0  \n",
+       "134547  N515UA     607    EWR  ORD      94.0       719   9.0     6.0  \n",
+       "134564  N638JB     901    JFK  FLL     166.0      1069   9.0    27.0  \n",
+       "134570  N11119    4233    EWR  BTV      44.0       266   9.0    39.0  \n",
+       "134571  N531JB    1833    JFK  PBI     158.0      1028   9.0    40.0  \n",
+       "134574  N858MQ    4418    JFK  DCA      54.0       213   9.0    43.0  \n",
+       "134575  N16559    4497    EWR  PWM      49.0       284   9.0    46.0  \n",
+       "134578  N604LR    3521    JFK  ORD     110.0       740   9.0    51.0  \n",
+       "134587  N26549    4320    EWR  DAY      88.0       533  10.0     1.0  \n",
+       "134596  N77295    1218    EWR  DFW     195.0      1372  10.0    16.0  \n",
+       "134601  N613JB     883    JFK  MCO     153.0       944  10.0    27.0  \n",
+       "134604  N593JB    1004    JFK  BOS      42.0       187  10.0    29.0  \n",
+       "134606  N13970    4107    EWR  JAX     135.0       820  10.0    31.0  \n",
+       "134615  N318US    2119    LGA  MSP       NaN      1020  10.0    42.0  \n",
+       "134625  N14558    4711    EWR  STL     134.0       872  10.0    54.0  \n",
+       "134626  N475WN    3587    LGA  MKE     106.0       738  10.0    55.0  \n",
+       "134628  N13964    4140    EWR  ATL     126.0       746  10.0    56.0  \n",
+       "134637  N296JB      20    JFK  ROC      50.0       264  11.0     6.0  \n",
+       "134644  N14168    4686    EWR  MCI     159.0      1092  11.0    19.0  \n",
+       "134645  N8877A    3913    JFK  ROC      54.0       264  11.0    22.0  \n",
+       "134649  N33714    1707    EWR  ORD     101.0       719  11.0    26.0  \n",
+       "134651  N8775A    3884    JFK  PHL      32.0        94  11.0    27.0  \n",
+       "134659  N9EAMQ    4670    LGA  BNA     125.0       764  11.0    41.0  \n",
+       "134661  N8797A    4220    JFK  RDU      80.0       427  11.0    42.0  \n",
+       "134667  N34111    4146    EWR  RDU      72.0       416  11.0    51.0  \n",
+       "134668  N507JB    1183    JFK  MCO     158.0       944  11.0    51.0  \n",
+       "134670  N239JB      57    JFK  PBI     161.0      1028  11.0    53.0  \n",
+       "134675  N228JB     219    JFK  CLT      93.0       541  11.0    57.0  \n",
+       "134680  N965UW    2124    LGA  BOS      41.0       184  12.0     1.0  \n",
+       "134686  N184JB      59    JFK  TPA     162.0      1005  12.0     7.0  \n",
+       "134692  N328JB     600    JFK  PWM      46.0       273  12.0    11.0  \n",
+       "134696  N725MQ    4485    LGA  CMH      83.0       479  12.0    17.0  \n",
+       "134698  N12175    4157    EWR  IND     103.0       645  12.0    24.0  \n",
+       "134704  N292JB      24    JFK  BTV      47.0       266  12.0    33.0  \n",
+       "134709  N927XJ    3317    JFK  BUF      53.0       301  12.0    41.0  \n",
+       "134710  N267JB     885    JFK  RDU      81.0       427  12.0    41.0  \n",
+       "134712  N835AS    5711    JFK  IAD      59.0       228  12.0    45.0  \n",
+       "134715  N21129    4255    EWR  CHS     110.0       628  12.0    50.0  \n",
+       "134722  N8532G    3611    JFK  PIT      61.0       340  12.0    56.0  \n",
+       "134727  N527MQ    4658    LGA  ATL     120.0       762  13.0     6.0  \n",
+       "134728  N11536    4420    EWR  RDU      72.0       416  13.0     7.0  \n",
+       "134738  N11544    4094    EWR  RIC      61.0       277  13.0    25.0  \n",
+       "134743  N309US    2319    LGA  MSP     132.0      1020  13.0    32.0  \n",
+       "134744  N915XJ    3552    JFK  DTW      77.0       509  13.0    33.0  \n",
+       "134752  N825AS    5736    LGA  IAD      52.0       229  13.0    44.0  \n",
+       "134753  N14198    3260    EWR  PVD      28.0       160  13.0    44.0  \n",
+       "134754  N550WN     316    LGA  MKE     117.0       738  13.0    44.0  \n",
+       "134769  N334JB      27    JFK  TPA     166.0      1005  14.0     7.0  \n",
+       "134771  N455UA     441    LGA  ORD     112.0       733  14.0    15.0  \n",
+       "134772  N761ND    5054    EWR  DTW      76.0       488  14.0    17.0  \n",
+       "134776  N730MQ    4564    LGA  DTW      77.0       502  14.0    22.0  \n",
+       "134781  N612QX    4950    EWR  ATL     121.0       746  14.0    27.0  \n",
+       "134784  N12166    4275    EWR  BNA     116.0       748  14.0    31.0  \n",
+       "134787  N834AY    3638    JFK  PHL      31.0        94  14.0    35.0  \n",
+       "134789  N736MQ    4475    LGA  RDU      74.0       431  14.0    35.0  \n",
+       "134792  N797MX     564    LGA  DEN     213.0      1620  14.0    40.0  \n",
+       "134794  N568JB     431    LGA  SRQ     167.0      1047  14.0    41.0  \n",
+       "134798  N14960    4701    EWR  ORF      55.0       284  14.0    45.0  \n",
+       "134799  N562JB     133    JFK  RSW     169.0      1074  14.0    46.0  \n",
+       "134803  N3DLAA    1850    JFK  BOS      37.0       187  14.0    48.0  \n",
+       "134806  N13969    4640    EWR  DAY      83.0       533  14.0    50.0  \n",
+       "134814  N17229    1164    EWR  FLL     172.0      1065  14.0    58.0  \n",
+       "134821  N629JB     377    LGA  FLL     171.0      1076  15.0     6.0  \n",
+       "134823  N11119    4553    EWR  MCI     157.0      1092  15.0     9.0  \n",
+       "134824  N258JB    1006    JFK  BOS      51.0       187  15.0     9.0  \n",
+       "134825  N11551    3818    EWR  STL     140.0       872  15.0    10.0  \n",
+       "134831  N784JB     209    JFK  LGB     312.0      2465  15.0    15.0  \n",
+       "134840  N922XJ    3405    JFK  DCA      49.0       213  15.0    29.0  \n",
+       "134842  N793JB    1161    LGA  PBI     163.0      1035  15.0    29.0  \n",
+       "134843  N296JB     625    JFK  HOU     216.0      1428  15.0    30.0  \n",
+       "134848  N273JB     347    JFK  SRQ     169.0      1041  15.0    36.0  \n",
+       "134850  N12957    3830    EWR  BTV      45.0       266  15.0    37.0  \n",
+       "134857  N15980    4321    EWR  GSO      77.0       445  15.0    49.0  \n",
+       "134861  N328JB     602    JFK  PWM      47.0       273  15.0    54.0  \n",
+       "134867  N13538    4120    EWR  BWI      39.0       169  16.0     2.0  \n",
+       "134869  N13978    4353    EWR  BUF      48.0       282  16.0     4.0  \n",
+       "134875  N5FSAA    1813    JFK  MCO     151.0       944  16.0     8.0  \n",
+       "134876  N590JB     393    LGA  MCO     152.0       950  16.0     9.0  \n",
+       "134881  N945UW    2132    LGA  BOS      37.0       184  16.0    15.0  \n",
+       "134884  N283JB    1010    JFK  BOS      39.0       187  16.0    20.0  \n",
+       "134887  N236JB     119    JFK  MSY     180.0      1182  16.0    24.0  \n",
+       "134888  N719MQ    4429    LGA  CMH      80.0       479  16.0    24.0  \n",
+       "134890  N8930E    4357    JFK  ORF      52.0       290  16.0    27.0  \n",
+       "134891  N587JB     141    JFK  PBI     160.0      1028  16.0    28.0  \n",
+       "134898  N73406    1222    EWR  LAS     284.0      2227  16.0    35.0  \n",
+       "134899  N846UA     334    EWR  IAH     208.0      1400  16.0    36.0  \n",
+       "134903  N903XJ    3523    JFK  ORD     108.0       740  16.0    45.0  \n",
+       "134904  N615JB     153    JFK  MCO     151.0       944  16.0    46.0  \n",
+       "134906  N8688C    4178    JFK  ROC      50.0       264  16.0    47.0  \n",
+       "134907  N586JB     137    JFK  RSW     162.0      1074  16.0    47.0  \n",
+       "134914  N393DA      95    JFK  ATL     117.0       760  16.0    53.0  \n",
+       "134920  N292JB    1053    JFK  PIT      68.0       340  16.0    57.0  \n",
+       "134921  N14198    4181    EWR  MCI     154.0      1092  16.0    59.0  \n",
+       "134924  N927XJ    3427    JFK  IND      97.0       665  17.0     1.0  \n",
+       "134925  N937XJ    3393    JFK  DCA      49.0       213  17.0     2.0  \n",
+       "134930  N742PS    2181    LGA  DCA      49.0       214  17.0     3.0  \n",
+       "134934  N907XJ    3459    JFK  BNA     116.0       765  17.0     8.0  \n",
+       "134937  N918XJ    3325    JFK  DFW     210.0      1391  17.0    10.0  \n",
+       "134939  N13964    4367    EWR  MKE     104.0       725  17.0    13.0  \n",
+       "134942  N5DRAA    1635    JFK  SJU     198.0      1598  17.0    16.0  \n",
+       "134944  N8516C    3904    LGA  RIC      66.0       292  17.0    18.0  \n",
+       "134945  N447WN     518    EWR  MDW     107.0       711  17.0    18.0  \n",
+       "134946  N531JB     537    EWR  TPA     161.0       997  17.0    19.0  \n",
+       "134947  N228JB      66    JFK  BUF      56.0       301  17.0    19.0  \n",
+       "134949  N76288    1116    EWR  BOS      35.0       200  17.0    20.0  \n",
+       "134951  N501MJ    3775    LGA  IAD      48.0       229  17.0    21.0  \n",
+       "134954  N14186    4385    EWR  PWM      61.0       284  17.0    23.0  \n",
+       "134955  N568AA     341    LGA  ORD     101.0       733  17.0    23.0  \n",
+       "134959  N740EV    5486    LGA  PIT      61.0       335  17.0    27.0  \n",
+       "134967  N351JB      12    JFK  SYR      47.0       209  17.0    31.0  \n",
+       "134968  N16559    4166    EWR  GSP     103.0       594  17.0    32.0  \n",
+       "134972  N919XJ    3453    JFK  BOS      39.0       187  17.0    36.0  \n",
+       "134973  N845MQ    4415    LGA  RDU      79.0       431  17.0    36.0  \n",
+       "134982  N713EV    4900    EWR  DTW      81.0       488  17.0    45.0  \n",
+       "134984  N353JB    1085    JFK  CLT      93.0       541  17.0    47.0  \n",
+       "134986  N544UW      35    JFK  PHX     284.0      2153  17.0    47.0  \n",
+       "134987  N37255    1638    EWR  FLL     178.0      1065  17.0    47.0  \n",
+       "134991  N711MQ    4525    LGA  XNA     167.0      1147  17.0    51.0  \n",
+       "134992  N902WN    2355    EWR  STL     124.0       872  17.0    52.0  \n",
+       "135001  N13970    3815    EWR  BNA     118.0       748  18.0     9.0  \n",
+       "135002  N10575    4272    EWR  RIC      59.0       277  18.0     9.0  \n",
+       "135006  N7734H     430    EWR  HOU     222.0      1411  18.0    12.0  \n",
+       "135008  N11536    4498    EWR  MHT      47.0       209  18.0    13.0  \n",
+       "135009  N14118     108    JFK  LAX     321.0      2475  18.0    14.0  \n",
+       "135012  N3EAAA    1790    JFK  BOS      34.0       187  18.0    18.0  \n",
+       "135014  N407UA     414    EWR  PBI     160.0      1023  18.0    20.0  \n",
+       "135015  N580JB     143    JFK  PBI     153.0      1028  18.0    21.0  \n",
+       "135020  N369AA     145    JFK  SAN     323.0      2446  18.0    26.0  \n",
+       "135022  N13718    1259    LGA  IAH     234.0      1416  18.0    29.0  \n",
+       "135027  N14902    4399    EWR  RDU      74.0       416  18.0    33.0  \n",
+       "135030  N265WN    3765    LGA  MKE     127.0       738  18.0    37.0  \n",
+       "135031  N14993    4411    EWR  MEM     148.0       946  18.0    38.0  \n",
+       "135033  N603JB       9    JFK  MCO     149.0       944  18.0    40.0  \n",
+       "135034  N211FR     837    LGA  DEN     207.0      1620  18.0    41.0  \n",
+       "135035  N945DL    1585    LGA  MCO     157.0       950  18.0    42.0  \n",
+       "135040  N528UA     488    EWR  BOS      38.0       200  18.0    47.0  \n",
+       "135041  N11535    4299    EWR  DCA      49.0       199  18.0    48.0  \n",
+       "135047  N258JB    1176    EWR  BOS      44.0       200  18.0    52.0  \n",
+       "135049  N638JB     985    LGA  TPA     159.0      1010  18.0    53.0  \n",
+       "135065  N528MQ    3823    JFK  DCA      44.0       213  19.0     7.0  \n",
+       "135068  N14168    4294    EWR  SAV     118.0       708  19.0    12.0  \n",
+       "135069  N734MQ    4410    JFK  DCA      44.0       213  19.0    12.0  \n",
+       "135070  N184JB     917    JFK  ORD     112.0       740  19.0    14.0  \n",
+       "135073  N203JB      15    JFK  FLL     162.0      1069  19.0    16.0  \n",
+       "135075  N749US    2185    LGA  DCA      43.0       214  19.0    20.0  \n",
+       "135077  N556JB     527    EWR  MCO     150.0       937  19.0    21.0  \n",
+       "135081  N648JB     547    EWR  PBI     152.0      1023  19.0    25.0  \n",
+       "135090  N12957    3822    EWR  CMH      77.0       463  19.0    35.0  \n",
+       "135099  N710EV    5409    LGA  MSN     121.0       812  19.0    47.0  \n",
+       "135105  N13969    4326    EWR  CLT      92.0       529  19.0    55.0  \n",
+       "135109  N736MQ    4413    LGA  XNA     178.0      1147  19.0    58.0  \n",
+       "135112  N5PBMQ    4674    LGA  CLE      67.0       419  20.0     0.0  \n",
+       "135113  N8533D    3843    JFK  SYR      45.0       209  20.0     1.0  \n",
+       "135120  N3DLAA     269    JFK  SEA     305.0      2422  20.0     6.0  \n",
+       "135123  N751UW    2187    LGA  DCA      44.0       214  20.0     8.0  \n",
+       "135124  N645JB     391    LGA  MCO     161.0       950  20.0     9.0  \n",
+       "135125  N328JB    1185    JFK  RDU      76.0       427  20.0    10.0  \n",
+       "135126  N730MQ    4517    LGA  CRW      73.0       444  20.0    10.0  \n",
+       "135127  N614MQ    3944    JFK  BWI      40.0       184  20.0    11.0  \n",
+       "135128  N366NW    2019    LGA  MSP     128.0      1020  20.0    12.0  \n",
+       "135131  N354NW    2331    LGA  DTW      74.0       502  20.0    15.0  \n",
+       "135132  N206JB    1016    JFK  BOS      35.0       187  20.0    15.0  \n",
+       "135137  N16919    4087    EWR  PWM      48.0       284  20.0    20.0  \n",
+       "135138  N827AS    5714    JFK  IAD      48.0       228  20.0    20.0  \n",
+       "135142  N344NW     161    JFK  MIA     164.0      1089  20.0    25.0  \n",
+       "135144  N455UA     643    EWR  SAT     221.0      1569  20.0    25.0  \n",
+       "135151  N8771A    3899    JFK  CLE      77.0       425  20.0    38.0  \n",
+       "135152  N850UA     465    EWR  CLE      65.0       404  20.0    39.0  \n",
+       "135154  N611MQ    4323    JFK  ORF      55.0       290  20.0    41.0  \n",
+       "135157  N329NW    1854    LGA  FLL     161.0      1076  20.0    45.0  \n",
+       "135162  N13978    4191    EWR  BNA     119.0       748  20.0    51.0  \n",
+       "135168  N709EV    4872    LGA  BHM     131.0       866  20.0    54.0  \n",
+       "135170  N334JB     130    JFK  BUF      59.0       301  20.0    55.0  \n",
+       "135174  N263WN    2327    EWR  MDW     101.0       711  21.0     0.0  \n",
+       "135175  N905XJ    3331    JFK  RDU      76.0       427  21.0     5.0  \n",
+       "135178  N914DL    2143    LGA  MIA     168.0      1096  21.0     8.0  \n",
+       "135179  N935XJ    3287    JFK  JAX     132.0       828  21.0     9.0  \n",
+       "135182  N794JB      21    JFK  TPA     158.0      1005  21.0    13.0  \n",
+       "135185  N13161    4543    EWR  DSM     154.0      1017  21.0    17.0  \n",
+       "135186  N919XJ    3525    JFK  ORD     108.0       740  21.0    17.0  \n",
+       "135187  N232WN    2714    LGA  MKE     103.0       738  21.0    18.0  \n",
+       "135189  N316NB    1715    LGA  MSY     179.0      1183  21.0    20.0  \n",
+       "135200  N228JB     139    JFK  RSW     162.0      1074  21.0    38.0  \n",
+       "135203  N14186    4224    EWR  MKE     116.0       725  21.0    40.0  \n",
+       "135204  N349NB    1133    LGA  RSW     161.0      1080  21.0    44.0  \n",
+       "135209  N723MQ    4507    LGA  RDU      76.0       431  22.0     1.0  \n",
+       "135210  N665JB     381    LGA  FLL     164.0      1076  22.0     2.0  \n",
+       "135211  N11535    3809    EWR  TYS     129.0       631  22.0     3.0  \n",
+       "135213  N16559    4645    EWR  JAX     139.0       820  22.0     6.0  \n",
+       "135214  N625VA     415    JFK  LAX     328.0      2475  22.0     6.0  \n",
+       "135216  N840AY    4033    LGA  TYS     102.0       647  22.0    28.0  \n",
+       "135217  N520MQ    3730    EWR  ORD      97.0       719  22.0    28.0  \n",
+       "135218  N353JB     629    JFK  HOU     214.0      1428  22.0    29.0  \n",
+       "135222  N845MQ    4573    LGA  DTW      80.0       502  22.0    42.0  \n",
+       "135223  N709SW     519    LGA  MDW     107.0       725  22.0    47.0  \n",
+       "135224  N11119    4554    EWR  MCI     156.0      1092  22.0    48.0  \n",
+       "135225  N12924    4572    EWR  GSP     108.0       594  22.0    50.0  \n",
+       "135226  N14174    4555    EWR  OMA     157.0      1134  22.0    50.0  \n",
+       "135227  N14902    4404    EWR  PVD      31.0       160  22.0    53.0  \n",
+       "135228  N568JB     399    LGA  MCO     146.0       950  22.0    55.0  \n",
+       "135229  N734MQ    4449    JFK  DCA      53.0       213  22.0    57.0  \n",
+       "135230  N528MQ    3783    JFK  CMH      74.0       483  23.0     3.0  \n",
+       "135232  N8325D     573    LGA  MDW     100.0       725  23.0     7.0  \n",
+       "135234  N515MJ    3761    LGA  IAD      46.0       229  23.0    19.0  \n",
+       "135235  N296JB     115    JFK  MSY     185.0      1182  23.0    24.0  \n",
+       "135236  N460WN     551    LGA  BNA     112.0       764  23.0    24.0  \n",
+       "135237  N725MQ    4555    LGA  CMH      74.0       479  23.0    25.0  \n",
+       "135238  N629JB      11    JFK  FLL     166.0      1069  23.0    26.0  \n",
+       "135239  N606JB     383    LGA  FLL     156.0      1076  23.0    41.0  \n",
+       "135421  N292JB    1305    JFK  IAD      49.0       228   7.0    54.0  \n",
+       "135491  N15555    4246    EWR  DTW      85.0       488   8.0    50.0  \n",
+       "135526  N664DN    2047    LGA  ATL     115.0       762   9.0    19.0  \n",
+       "135535  N14960    4691    EWR  DAY      79.0       533   9.0    25.0  \n",
+       "135578  N296JB    1061    JFK  AUS     232.0      1521  10.0    25.0  \n",
+       "135609  N449UA     306    EWR  PBI     152.0      1023  11.0     3.0  \n",
+       "135617  N292JB     600    JFK  PWM      45.0       273  11.0    11.0  \n",
+       "135667  N535UA     405    LGA  DEN     203.0      1620  12.0     6.0  \n",
+       "135672  N527MQ    3792    JFK  DCA      47.0       213  12.0    21.0  \n",
+       "135707  N580JB     133    JFK  RSW     153.0      1074  13.0    12.0  \n",
+       "135716  N505JB     373    LGA  FLL     164.0      1076  13.0    21.0  \n",
+       "135723  N740EV    5060    LGA  JAX     123.0       833  13.0    32.0  \n",
+       "135754  N12563    4118    EWR  BDL      23.0       116  14.0    19.0  \n",
+       "135772  N37255    1641    EWR  MCO     139.0       937  14.0    34.0  \n",
+       "135783  N3764D     315    JFK  SJU     196.0      1598  14.0    45.0  \n",
+       "135784  N21723    1219    EWR  DFW     197.0      1372  14.0    46.0  \n",
+       "135811  N16918    4670    EWR  IAD      44.0       212  15.0    10.0  \n",
+       "135816  N906AT     349    LGA  ATL     116.0       762  15.0    12.0  \n",
+       "135912  N19136    1600    EWR  LAX     292.0      2454  16.0    33.0  \n",
+       "135924  N604LR    3318    JFK  BUF      54.0       301  16.0    38.0  \n",
+       "135934  N556UW    1203    EWR  CLT      79.0       529  16.0    45.0  \n",
+       "135965  N16170    4385    EWR  PWM      47.0       284  17.0    10.0  \n",
+       "136000  N932XJ    3427    JFK  IND      90.0       665  17.0    39.0  \n",
+       "136011  N14993    4411    EWR  MEM     156.0       946  17.0    46.0  \n",
+       "136086  N68453    1053    EWR  CLE      65.0       404  19.0     3.0  \n",
+       "136098  N296JB    1016    JFK  BOS      38.0       187  19.0    19.0  \n",
+       "136113  N904XJ    3354    JFK  DTW      84.0       509  19.0    33.0  \n",
+       "136124  N16919    3822    EWR  CMH      72.0       463  19.0    48.0  \n",
+       "136152  N8903A    3843    JFK  SYR      41.0       209  20.0    14.0  \n",
+       "136168  N580JB     147    JFK  RSW     155.0      1074  20.0    36.0  \n",
+       "136169  N39297    1064    EWR  BOS      38.0       200  20.0    36.0  \n",
+       "136193  N465UA     695    LGA  ORD     112.0       733  21.0     4.0  \n",
+       "136197  N945DL    2143    LGA  MIA     163.0      1096  21.0    13.0  \n",
+       "136209  N14174    3809    EWR  TYS      93.0       631  21.0    40.0  \n",
+       "136217  N29906    4572    EWR  GSP      93.0       594  21.0    57.0  \n",
+       "136218  N4YSAA    2075    EWR  DFW     182.0      1372  21.0    58.0  \n",
+       "136221  N916XJ    3395    JFK  DCA      38.0       213  22.0     5.0  \n",
+       "136224  N37298    1071    EWR  BQN     188.0      1585  22.0    23.0  \n",
+       "136225  N560UA     771    JFK  LAX     313.0      2475  22.0    26.0  \n",
+       "136231  N12567    4276    EWR  BDL      24.0       116  22.0    57.0  \n",
+       "136247  N706JB      11    JFK  FLL     166.0      1069   0.0     4.0  \n",
+       "136249  N328JB     608    JFK  PWM      48.0       273   1.0    17.0  \n",
+       "136372  N15910    3807    EWR  PIT      55.0       319   7.0    31.0  \n",
+       "136388  N184JB     208    JFK  BUF      57.0       301   7.0    51.0  \n",
+       "136529  N14117    4676    EWR  GRR      99.0       605  10.0     7.0  \n",
+       "136545  N414UA     288    EWR  DFW     194.0      1372  10.0    20.0  \n",
+       "136547  N13913    4709    EWR  STL     124.0       872  10.0    24.0  \n",
+       "136584  N925XJ    3317    JFK  BUF      56.0       301  11.0    26.0  \n",
+       "136602  N17115    4269    EWR  CHS     105.0       628  11.0    45.0  \n",
+       "136630  N13161    4322    EWR  MKE     111.0       725  12.0    15.0  \n",
+       "136666  N709EV    5273    LGA  PIT      53.0       335  12.0    57.0  \n",
+       "136742  N937XJ    3552    JFK  DTW      90.0       509  14.0    49.0  \n",
+       "136752  N14168    4118    EWR  BDL      24.0       116  14.0    54.0  \n",
+       "136785  N14974    4158    EWR  RIC      56.0       277  15.0    22.0  \n",
+       "136791  N437AA    1589    EWR  DFW     174.0      1372  15.0    28.0  \n",
+       "136809  N326US    1819    LGA  MSP     136.0      1020  15.0    45.0  \n",
+       "136812  N921XJ    3452    JFK  BOS      42.0       187  15.0    48.0  \n",
+       "136848  N12540    3823    EWR  MSN     115.0       799  16.0    20.0  \n",
+       "136856  N5EVAA    1813    JFK  MCO     151.0       944  16.0    25.0  \n",
+       "136889  N12563    4323    EWR  RDU      67.0       416  16.0    54.0  \n",
+       "136929  N11551    3810    EWR  JAX     141.0       820  17.0    32.0  \n",
+       "136931  N13978    4294    EWR  SAV     126.0       708  17.0    36.0  \n",
+       "136933  N324AA     133    JFK  LAX     297.0      2475  17.0    38.0  \n",
+       "136960  N296WN    2355    EWR  STL     124.0       872  18.0     1.0  \n",
+       "136983  N33264      80    EWR  MIA     170.0      1085  18.0    19.0  \n",
+       "136984  N296JB     139    JFK  RSW     184.0      1074  18.0    21.0  \n",
+       "136987  N13550    4092    EWR  DAY      86.0       533  18.0    24.0  \n",
+       "136992  N549UW      35    JFK  PHX     249.0      2153  18.0    27.0  \n",
+       "136998  N414UA     597    EWR  ORD     115.0       719  18.0    34.0  \n",
+       "137004  N614SW     518    EWR  MDW     109.0       711  18.0    41.0  \n",
+       "137007  N15973    4702    EWR  GSO      69.0       445  18.0    46.0  \n",
+       "137028  N600MQ    4323    JFK  ORF      47.0       290  19.0     0.0  \n",
+       "137036  N594UA     504    EWR  PHX     251.0      2133  19.0    16.0  \n",
+       "137039  N541UW     373    JFK  CLT      88.0       541  19.0    18.0  \n",
+       "137043  N917XJ    3354    JFK  DTW      82.0       509  19.0    22.0  \n",
+       "137055  N327AA     181    JFK  LAX     289.0      2475  19.0    29.0  \n",
+       "137075  N3HYAA     353    LGA  ORD     110.0       733  19.0    48.0  \n",
+       "137088  N608JB     171    JFK  SMF     317.0      2521  19.0    55.0  \n",
+       "137095  N921XJ    3439    JFK  CVG      89.0       589  20.0     3.0  \n",
+       "137130  N818UA     784    EWR  PDX     331.0      2434  20.0    58.0  \n",
+       "137139  N78524    1680    EWR  MIA     163.0      1085  21.0    15.0  \n",
+       "137148  N3CWAA    1762    JFK  BOS      40.0       187  21.0    25.0  \n",
+       "137149  N17229    1205    EWR  PBI     156.0      1023  21.0    37.0  \n",
+       "137150  N937XJ    3329    JFK  PIT      65.0       340  21.0    38.0  \n",
+       "137155  N18114    4132    EWR  OMA     149.0      1134  21.0    48.0  \n",
+       "137163  N11547    4382    EWR  DTW      83.0       488  21.0    55.0  \n",
+       "137164  N16170    4543    EWR  DSM     137.0      1017  21.0    57.0  \n",
+       "137168  N13969    4373    EWR  DCA      38.0       199  22.0     4.0  \n",
+       "137169  N73276    1244    EWR  SJU     198.0      1608  22.0     6.0  \n",
+       "137170  N336AA      21    JFK  LAX     293.0      2475  22.0     9.0  \n",
+       "137172  N403AA     371    LGA  ORD     113.0       733  22.0    19.0  \n",
+       "137175  N17159    4536    EWR  CVG      89.0       569  22.0    32.0  \n",
+       "137176  N15973    4368    EWR  DAY      83.0       533  22.0    34.0  \n",
+       "137180  N584JB     927    EWR  MCO     157.0       937  22.0    49.0  \n",
+       "137184  N12957    5681    EWR  RDU      67.0       416  22.0    55.0  \n",
+       "137185  N12563    4086    EWR  PWM      47.0       284  23.0     9.0  \n",
+       "137186  N13550    4404    EWR  PVD      30.0       160  23.0    13.0  \n",
+       "137187  N12552    4682    EWR  GSP      94.0       594  23.0    19.0  \n",
+       "137188  N19554    4700    EWR  CLT      86.0       529  23.0    33.0  \n",
+       "137323  N324JB     208    JFK  BUF      56.0       301   8.0     5.0  \n",
+       "137324  N229JB     905    JFK  ORD     111.0       740   8.0     5.0  \n",
+       "137370  N439UA     480    EWR  MCO     162.0       937   8.0    42.0  \n",
+       "137400  N14993    5670    EWR  SDF      98.0       642   9.0     7.0  \n",
+       "137425  N839AY    3635    JFK  CHS     111.0       636   9.0    49.0  \n",
+       "137434  N5DTAA     647    JFK  MIA     173.0      1089  10.0     3.0  \n",
+       "137541  N12924    4679    EWR  JAX     134.0       820  12.0    58.0  \n",
+       "137543  N378AA     179    JFK  SFO     345.0      2586  12.0    58.0  \n",
+       "137567  N8501F    3739    JFK  PHL      27.0        94  13.0    34.0  \n",
+       "137576  N560UA     642    JFK  SFO     331.0      2586  13.0    46.0  \n",
+       "137609  N17108    4091    EWR  PVD      29.0       160  14.0    37.0  \n",
+       "137635  N553UA     564    EWR  MCO     147.0       937  14.0    59.0  \n",
+       "137641  N841AY    3702    LGA  CVG      90.0       585  15.0     9.0  \n",
+       "137664  N36915    4250    EWR  BUF      49.0       282  15.0    35.0  \n",
+       "137665  N3739P    1375    JFK  SLC     268.0      1990  15.0    36.0  \n",
+       "137669  N11119    4139    EWR  MSN     113.0       799  15.0    40.0  \n",
+       "137678  N510UA     257    JFK  SFO     336.0      2586  15.0    50.0  \n",
+       "137679  N329AA     117    JFK  LAX     311.0      2475  15.0    54.0  \n",
+       "137703  N809JB       8    JFK  BUF      51.0       301  16.0    11.0  \n",
+       "137706  N21197    4684    EWR  MCI     146.0      1092  16.0    14.0  \n",
+       "137714  N977DL    2347    LGA  ATL     107.0       762  16.0    19.0  \n",
+       "137716  N13949    4572    EWR  GSP      91.0       594  16.0    22.0  \n",
+       "137776  N328AA     133    JFK  LAX     308.0      2475  17.0    16.0  \n",
+       "137795  N166PQ    5586    EWR  ATL      97.0       746  17.0    45.0  \n",
+       "137798  N623JB     137    JFK  RSW     157.0      1074  17.0    52.0  \n",
+       "137801  N912XJ    3384    JFK  DTW      77.0       509  17.0    56.0  \n",
+       "137826  N15973    4294    EWR  SAV     114.0       708  18.0    29.0  \n",
+       "137838  N919XJ    3325    JFK  DFW     177.0      1391  18.0    47.0  \n",
+       "137844  N926XJ    3523    JFK  ORD     104.0       740  18.0    52.0  \n",
+       "137857  N5EUAA     543    JFK  MIA     156.0      1089  19.0     8.0  \n",
+       "137896  N3CKAA    1611    LGA  MIA     169.0      1096  20.0     0.0  \n",
+       "137898  N508UA     512    JFK  SFO     341.0      2586  20.0     6.0  \n",
+       "137947  N13538    4700    EWR  CLT      81.0       529  22.0    22.0  \n",
+       "137954  N601LR    3320    JFK  BUF      53.0       301  22.0    50.0  \n",
+       "138155  N904XJ    3353    JFK  DTW      89.0       509   9.0     6.0  \n",
+       "138286  N14204    4322    EWR  MKE     104.0       725  11.0    54.0  \n",
+       "138340  N915AT     353    LGA  CAK      59.0       397  13.0     5.0  \n",
+       "138384  N803MQ    4425    JFK  DCA      51.0       213  13.0    55.0  \n",
+       "138414  N11109    4461    EWR  MSP     156.0      1008  14.0    40.0  \n",
+       "138418  N973DL    1685    LGA  MCO     128.0       950  14.0    42.0  \n",
+       "138514  N12921    5683    EWR  CVG      89.0       569  16.0     3.0  \n",
+       "138525  N76516    1116    EWR  PBI     145.0      1023  16.0    10.0  \n",
+       "138547  N16178    4667    EWR  MSP     149.0      1008  16.0    33.0  \n",
+       "138592  N685DA    1275    JFK  SLC     288.0      1990  17.0    14.0  \n",
+       "138600  N17138    4357    EWR  MSY     152.0      1167  17.0    19.0  \n",
+       "138614   N704X    1322    JFK  SFO     369.0      2586  17.0    29.0  \n",
+       "138628  N274JB    1176    EWR  BOS      43.0       200  17.0    53.0  \n",
+       "138630  N930XJ    3362    EWR  DTW      74.0       488  17.0    55.0  \n",
+       "138640  N16149    4299    EWR  DCA      41.0       199  17.0    59.0  \n",
+       "138685  N915XJ    3523    JFK  ORD     119.0       740  18.0    53.0  \n",
+       "138693  N5EGAA    1635    JFK  SJU     213.0      1598  18.0    57.0  \n",
+       "138704  N766JB       9    JFK  MCO     126.0       944  19.0     6.0  \n",
+       "138709  N12569    4644    EWR  CMH      70.0       463  19.0    13.0  \n",
+       "138712  N556WN     475    EWR  BWI      38.0       169  19.0    14.0  \n",
+       "138718  N3HPAA     785    LGA  DFW     188.0      1389  19.0    20.0  \n",
+       "138723  N820AY    3881    EWR  CVG      87.0       569  19.0    24.0  \n",
+       "138727  N357AA     145    JFK  SAN     332.0      2446  19.0    25.0  \n",
+       "138728  N14907    4661    EWR  CVG      91.0       569  19.0    26.0  \n",
+       "138771  N536JB     171    JFK  SMF     354.0      2521  20.0     0.0  \n",
+       "138775  N632MQ    4323    JFK  ORF      48.0       290  20.0     5.0  \n",
+       "138776  N5BRAA    1613    JFK  SJU     222.0      1598  20.0     6.0  \n",
+       "138782  N35260    1221    EWR  DFW     182.0      1372  20.0    11.0  \n",
+       "138791  N821MQ    4309    JFK  IND       NaN       665  20.0    18.0  \n",
+       "138796  N605LR    3439    JFK  CVG      86.0       589  20.0    22.0  \n",
+       "138801  N36247    1159    EWR  PBI     133.0      1023  20.0    26.0  \n",
+       "138804  N905XJ    3525    JFK  ORD     108.0       740  20.0    33.0  \n",
+       "138824  N14117    4543    EWR  DSM     149.0      1017  20.0    59.0  \n",
+       "138828  N12921    4593    EWR  CHS      89.0       628  21.0     2.0  \n",
+       "138830  N76528    1292    EWR  FLL     150.0      1065  21.0     4.0  \n",
+       "138834  N707TW    1465    JFK  SFO     369.0      2586  21.0    10.0  \n",
+       "138844  N16149    4536    EWR  CVG      88.0       569  21.0    27.0  \n",
+       "138850  N13248    1071    EWR  BQN     231.0      1585  21.0    39.0  \n",
+       "138851  N341NW    2331    LGA  DTW      73.0       502  21.0    40.0  \n",
+       "138867  N601LR    3395    JFK  DCA      41.0       213  22.0    21.0  \n",
+       "138868  N16918    4672    EWR  STL     126.0       872  22.0    29.0  \n",
+       "138869  N236JB     115    JFK  MSY     155.0      1182  22.0    38.0  \n",
+       "138875  N27200    4132    EWR  OMA     162.0      1134  23.0     2.0  \n",
+       "138990  N612QX    5068    EWR  DTW      77.0       488   7.0    13.0  \n",
+       "139062  N16183    4626    EWR  MSP     165.0      1008   8.0    20.0  \n",
+       "139220  N611QX    4948    LGA  PWM      48.0       269  11.0    13.0  \n",
+       "139237  N718EV    5134    EWR  DTW      76.0       488  11.0    42.0  \n",
+       "139273  N479UA     265    EWR  CLE      63.0       404  12.0    21.0  \n",
+       "139284  N12564    4712    EWR  PVD      35.0       160  12.0    40.0  \n",
+       "139296  N826AS    5736    LGA  IAD      49.0       229  12.0    54.0  \n",
+       "139309  N914DL    1903    LGA  SRQ     144.0      1047  13.0     1.0  \n",
+       "139335  N919AT     353    LGA  CAK      64.0       397  13.0    43.0  \n",
+       "139340  N17138    4121    EWR  ROC      41.0       246  13.0    48.0  \n",
+       "139353  N724EV    5277    EWR  MSP     147.0      1008  13.0    58.0  \n",
+       "139359  N986DL    1544    EWR  DTW      81.0       488  14.0     4.0  \n",
+       "139373  N919DL    1685    LGA  MCO     134.0       950  14.0    29.0  \n",
+       "139428  N417UA     510    EWR  MCO     129.0       937  15.0    15.0  \n",
+       "139505  N919DE    2079    LGA  FLL     146.0      1076  16.0    20.0  \n",
+       "139530  N907XJ    3452    JFK  BOS      44.0       187  16.0    41.0  \n",
+       "139539  N14542    3821    EWR  STL     162.0       872  16.0    49.0  \n",
+       "139540  N826AS    5766    LGA  IAD      43.0       229  16.0    51.0  \n",
+       "139574  N13949    3815    EWR  BNA     116.0       748  17.0    15.0  \n",
+       "139578   N3752    1043    JFK  SEA     327.0      2422  17.0    17.0  \n",
+       "139583  N17138    4684    EWR  SDF     106.0       642  17.0    21.0  \n",
+       "139609  N930XJ    3523    JFK  ORD     125.0       740  17.0    37.0  \n",
+       "139610  N587JB     537    EWR  TPA     142.0       997  17.0    37.0  \n",
+       "139616  N671UA     921    EWR  IAH     191.0      1400  17.0    50.0  \n",
+       "139640  N3FWAA    1790    JFK  BOS      48.0       187  18.0    14.0  \n",
+       "139660  N327NW    1779    LGA  FLL     147.0      1076  18.0    38.0  \n",
+       "139714  N22909    4570    EWR  GRR      96.0       605  19.0    31.0  \n",
+       "139730  N13979    4644    EWR  CMH      77.0       463  19.0    43.0  \n",
+       "139737  N75858    1127    EWR  SFO     328.0      2565  19.0    49.0  \n",
+       "139739  N8EGMQ    4674    LGA  CLE      66.0       419  19.0    52.0  \n",
+       "139766  N57855    1139    EWR  LAX     323.0      2454  20.0    22.0  \n",
+       "139784  N907XJ    3443    JFK  MCI     170.0      1113  20.0    47.0  \n",
+       "139813  N826AS    5705    LGA  IAD      43.0       229  21.0    33.0  \n",
+       "139814  N515UA     358    LGA  IAH     209.0      1416  21.0    33.0  \n",
+       "139828  N535UW     373    JFK  CLT      80.0       541  21.0    59.0  \n",
+       "139832  N500MQ    3744    EWR  ORD     108.0       719  22.0    28.0  \n",
+       "139833  N723MQ    4555    LGA  CMH      75.0       479  22.0    33.0  \n",
+       "139992  N9EAMQ    4650    LGA  ATL     117.0       762   7.0    45.0  \n",
+       "140037  N3GWAA     413    JFK  SJU     191.0      1598   8.0    16.0  \n",
+       "140105  N13968    4691    EWR  DAY      88.0       533   9.0    15.0  \n",
+       "140137  N14558    4107    EWR  CVG     100.0       569   9.0    55.0  \n",
+       "140158  N516MQ    4582    LGA  CLT      84.0       544  10.0    23.0  \n",
+       "140169  N16919    4636    EWR  DCA      39.0       199  10.0    38.0  \n",
+       "140242  N12163    4322    EWR  MKE       NaN       725  12.0    18.0  \n",
+       "140249  N3AEMQ    3792    JFK  DCA      46.0       213  12.0    26.0  \n",
+       "140262  N29906    4529    EWR  RDU      68.0       416  12.0    46.0  \n",
+       "140264  N724EV    5277    EWR  MSP     136.0      1008  12.0    50.0  \n",
+       "140286  N8EGMQ    4589    LGA  DTW      79.0       502  13.0    11.0  \n",
+       "140368  N618JB     523    EWR  MCO     133.0       937  14.0    48.0  \n",
+       "140431  N11539    3810    EWR  JAX     126.0       820  15.0    40.0  \n",
+       "140496  N21154    4667    EWR  MSP     143.0      1008  16.0    38.0  \n",
+       "140613  N532UA     512    JFK  SFO     360.0      2586  18.0    31.0  \n",
+       "140615  N369AA     543    JFK  MIA     154.0      1089  18.0    34.0  \n",
+       "140632  N500MQ    3695    EWR  ORD     113.0       719  18.0    54.0  \n",
+       "140654  N841VA      27    JFK  SFO     363.0      2586  19.0    10.0  \n",
+       "140672  N811UA     463    EWR  ORD     118.0       719  19.0    31.0  \n",
+       "140689  N508UA     389    JFK  SFO     353.0      2586  19.0    51.0  \n",
+       "140692  N338AA     177    JFK  SFO     357.0      2586  19.0    55.0  \n",
+       "140716  N931XJ    3374    JFK  PIT      65.0       340  20.0    21.0  \n",
+       "140731  N8325D     573    LGA  MDW     113.0       725  20.0    36.0  \n",
+       "140734  N426UA     270    EWR  DEN     214.0      1605  20.0    38.0  \n",
+       "140737  N15973    4153    EWR  CLT      92.0       529  20.0    43.0  \n",
+       "140740  N600QX    5181    EWR  ATL     108.0       746  20.0    51.0  \n",
+       "140749  N3JJAA     353    LGA  ORD     114.0       733  21.0     2.0  \n",
+       "140759  N902XJ    3525    JFK  ORD       NaN       740  21.0    26.0  \n",
+       "140763  N14974    4219    EWR  IND      89.0       645  21.0    35.0  \n",
+       "140764  N3DMAA     359    LGA  ORD     110.0       733  21.0    35.0  \n",
+       "140768  N710TW    1465    JFK  SFO     357.0      2586  21.0    38.0  \n",
+       "140776  N634VA      29    JFK  SFO     352.0      2586  22.0     4.0  \n",
+       "140777  N627JB     645    JFK  SFO     348.0      2586  22.0     9.0  \n",
+       "140778  N752EV    5472    LGA  ORF      54.0       296  22.0    12.0  \n",
+       "140779  N405WN     732    EWR  MDW     109.0       711  22.0    30.0  \n",
+       "140781  N12201    4206    EWR  BTV      45.0       266  22.0    36.0  \n",
+       "140783  N795SW    2327    EWR  MDW     122.0       711  22.0    39.0  \n",
+       "140785  N11539    3817    EWR  SDF     106.0       642  22.0    41.0  \n",
+       "140789  N958WN     519    LGA  MDW     114.0       725  22.0    51.0  \n",
+       "140790  N539MQ    3744    EWR  ORD     103.0       719  22.0    58.0  \n",
+       "140792  N14923    4700    EWR  CLT      90.0       529  23.0    14.0  \n",
+       "140826  N14171    5670    EWR  BWI      31.0       169   0.0    10.0  \n",
+       "140827  N789JB     383    LGA  FLL     133.0      1076   1.0    54.0  \n",
+       "140942  N563JB     709    JFK  SJU     200.0      1598   7.0    29.0  \n",
+       "141002  N37434    1591    EWR  IAH     183.0      1400   8.0    24.0  \n",
+       "141097  N13988    4249    EWR  SYR      34.0       195  10.0     8.0  \n",
+       "141108  N37413    1170    EWR  FLL     170.0      1065  10.0    23.0  \n",
+       "141113  N5FFAA     655    JFK  STT     233.0      1623  10.0    25.0  \n",
+       "141142  N12136    4689    EWR  MCI     152.0      1092  11.0    12.0  \n",
+       "141147  N14573    4143    EWR  BNA     104.0       748  11.0    16.0  \n",
+       "141167  N14991    4405    EWR  SAV     104.0       708  11.0    46.0  \n",
+       "141185  N947WN    1468    LGA  MDW     104.0       725  12.0    16.0  \n",
+       "141218  N11164    4712    EWR  PVD      32.0       160  13.0     5.0  \n",
+       "141230  N13988    4229    EWR  BUF      47.0       282  13.0    30.0  \n",
+       "141238  N707EV    5277    EWR  MSP     144.0      1008  13.0    52.0  \n",
+       "141243  N580UA     459    EWR  PHX     288.0      2133  14.0     0.0  \n",
+       "141260  N11544    3267    EWR  BTV      44.0       266  14.0    27.0  \n",
+       "141262  N505JB     505    EWR  FLL     151.0      1065  14.0    30.0  \n",
+       "141265  N639JB     991    JFK  PBI     139.0      1028  14.0    32.0  \n",
+       "141267  N286WN    2058    EWR  PHX     292.0      2133  14.0    32.0  \n",
+       "141271  N624JB     705    JFK  SJU     221.0      1598  14.0    39.0  \n",
+       "141282  N11192    4235    EWR  MCI     155.0      1092  14.0    54.0  \n",
+       "141284  N14219      81    EWR  SFO     361.0      2565  14.0    54.0  \n",
+       "141289  N229JB     127    EWR  MCO     130.0       937  14.0    57.0  \n",
+       "141292  N598JB     431    LGA  SRQ     139.0      1047  14.0    58.0  \n",
+       "141298  N615QX    4950    EWR  ATL      95.0       746  15.0     6.0  \n",
+       "141302  N14974    4088    EWR  ALB      29.0       143  15.0    10.0  \n",
+       "141315  N14950    4681    EWR  GSO      69.0       445  15.0    29.0  \n",
+       "141320  N744EV    4975    EWR  MSP     147.0      1008  15.0    36.0  \n",
+       "141321  N508AA     883    EWR  DFW     184.0      1372  15.0    37.0  \n",
+       "141332  N12921    4628    EWR  STL     128.0       872  15.0    53.0  \n",
+       "141351  N14177    4155    EWR  BDL      25.0       116  16.0    15.0  \n",
+       "141358  N748EV    4983    LGA  GSO      66.0       461  16.0    23.0  \n",
+       "141362  N197UW     720    EWR  CLT      77.0       529  16.0    29.0  \n",
+       "141364  N12540    4323    EWR  RDU      65.0       416  16.0    32.0  \n",
+       "141377  N77520    1593    EWR  MCO     121.0       937  16.0    51.0  \n",
+       "141380  N625JB     393    LGA  MCO     126.0       950  16.0    55.0  \n",
+       "141383  N14121     132    JFK  LAX     339.0      2475  16.0    56.0  \n",
+       "141389  N3GHAA    1039    JFK  FLL     144.0      1069  17.0     1.0  \n",
+       "141397  N7730A     518    EWR  MDW     105.0       711  17.0    18.0  \n",
+       "141401  N14991    4223    EWR  MKE     113.0       725  17.0    23.0  \n",
+       "141407  N13988    4684    EWR  SDF      98.0       642  17.0    27.0  \n",
+       "141408  N658JB     537    EWR  TPA     130.0       997  17.0    27.0  \n",
+       "141420  N537JB     141    JFK  PBI     132.0      1028  17.0    37.0  \n",
+       "141422  N584JB     157    JFK  MCO     127.0       944  17.0    40.0  \n",
+       "141428  N8EGMQ    4661    LGA  ATL     100.0       762  17.0    46.0  \n",
+       "141431  N361NB    1942    EWR  ATL      98.0       746  17.0    49.0  \n",
+       "141439  N760JB     509    EWR  FLL     138.0      1065  18.0     5.0  \n",
+       "141440  N820UA     689    LGA  ORD     112.0       733  18.0     5.0  \n",
+       "141443  N916DL    2042    EWR  ATL      96.0       746  18.0    10.0  \n",
+       "141444  N18556    4092    EWR  DAY      85.0       533  18.0    13.0  \n",
+       "141451  N491AA    1905    EWR  DFW     192.0      1372  18.0    23.0  \n",
+       "141454  N823UA     687    LGA  ORD     117.0       733  18.0    29.0  \n",
+       "141456  N12136    3815    EWR  BNA     109.0       748  18.0    32.0  \n",
+       "141458  N323JB    1176    EWR  BOS      38.0       200  18.0    36.0  \n",
+       "141460  N590JB     985    LGA  TPA     130.0      1010  18.0    39.0  \n",
+       "141463  N8986B    3881    EWR  CVG      89.0       569  18.0    41.0  \n",
+       "141473  N918WN    2355    EWR  STL     125.0       872  18.0    53.0  \n",
+       "141483  N786SW     551    LGA  BNA     109.0       764  19.0     6.0  \n",
+       "141484  N838UA     463    EWR  ORD     106.0       719  19.0     6.0  \n",
+       "141488  N5ENAA    1999    EWR  MIA     135.0      1085  19.0    11.0  \n",
+       "141489  N38467    1188    EWR  BOS      42.0       200  19.0    12.0  \n",
+       "141495  N604AW     449    EWR  CLT      78.0       529  19.0    14.0  \n",
+       "141498  N11191    4181    EWR  MCI     156.0      1092  19.0    17.0  \n",
+       "141503  N543MQ    3695    EWR  ORD     105.0       719  19.0    22.0  \n",
+       "141505  N13979    4411    EWR  MEM     134.0       946  19.0    25.0  \n",
+       "141509  N36247      68    LGA  ORD     111.0       733  19.0    27.0  \n",
+       "141514  N266JB    1016    JFK  BOS      42.0       187  19.0    35.0  \n",
+       "141516  N170US    1973    EWR  CLT      84.0       529  19.0    38.0  \n",
+       "141517  N8329B     573    LGA  MDW     105.0       725  19.0    41.0  \n",
+       "141521  N344NW    1185    EWR  SLC     269.0      1969  19.0    45.0  \n",
+       "141522  N281JB     130    JFK  BUF      58.0       301  19.0    47.0  \n",
+       "141523  N16951    4272    EWR  RIC      55.0       277  19.0    49.0  \n",
+       "141525  N22909    4216    EWR  BUF      50.0       282  19.0    53.0  \n",
+       "141533  N3GBAA     353    LGA  ORD     107.0       733  20.0     0.0  \n",
+       "141534  N303DQ     926    EWR  ATL      97.0       746  20.0     0.0  \n",
+       "141535  N27724    1656    EWR  SNA     325.0      2434  20.0     2.0  \n",
+       "141538  N33266    1128    LGA  IAH     185.0      1416  20.0     6.0  \n",
+       "141547  N537UA     552    EWR  SEA     330.0      2402  20.0    26.0  \n",
+       "141549  N13969    4661    EWR  CVG      99.0       569  20.0    30.0  \n",
+       "141553  N592JB     391    LGA  MCO     122.0       950  20.0    35.0  \n",
+       "141556  N508AS       7    EWR  SEA     332.0      2402  20.0    37.0  \n",
+       "141559  N14953    4130    EWR  RIC      48.0       277  20.0    40.0  \n",
+       "141565  N564JB     547    EWR  PBI     128.0      1023  20.0    56.0  \n",
+       "141568  N839UA     524    EWR  IAH     191.0      1400  21.0     2.0  \n",
+       "141572  N720EV    4997    EWR  DTW      78.0       488  21.0    10.0  \n",
+       "141575  N833UA     695    LGA  ORD     108.0       733  21.0    19.0  \n",
+       "141582  N12238    1635    EWR  BOS      45.0       200  21.0    31.0  \n",
+       "141583  N54241    1225    EWR  PBI     130.0      1023  21.0    32.0  \n",
+       "141584  N11192    4333    EWR  TUL     181.0      1215  21.0    38.0  \n",
+       "141585  N24706    1654    EWR  PHX     284.0      2133  21.0    42.0  \n",
+       "141589  N14168    4543    EWR  DSM     144.0      1017  21.0    50.0  \n",
+       "141590  N54711    1139    EWR  CLE      59.0       404  21.0    54.0  \n",
+       "141591  N738EV    5181    EWR  ATL      94.0       746  21.0    59.0  \n",
+       "141594  N334JB     115    JFK  MSY     164.0      1182  22.0    16.0  \n",
+       "141595  N593JB     527    EWR  MCO     119.0       937  22.0    18.0  \n",
+       "141596  N14186    4153    EWR  CLT      82.0       529  22.0    23.0  \n",
+       "141597  N12201    4132    EWR  OMA     164.0      1134  22.0    32.0  \n",
+       "141598  N317JB    1178    EWR  BOS      41.0       200  22.0    34.0  \n",
+       "141600  N763JB     381    LGA  FLL     134.0      1076  22.0    37.0  \n",
+       "141601  N608JB     199    JFK  LAS     306.0      2248  22.0    38.0  \n",
+       "141606  N16963    3817    EWR  SDF     104.0       642  23.0     0.0  \n",
+       "141607  N12195    4404    EWR  PVD      48.0       160  23.0    13.0  \n",
+       "141608  N598JB     399    LGA  MCO     116.0       950  23.0    13.0  \n",
+       "141609  N591JB      11    JFK  FLL     130.0      1069  23.0    14.0  \n",
+       "141610  N809UA     696    EWR  MCO     120.0       937  23.0    22.0  \n",
+       "141612  N625JB     325    JFK  TPA     129.0      1005  23.0    45.0  \n",
+       "141613  N324JB     515    EWR  FLL     136.0      1065  23.0    53.0  \n",
+       "141614  N281JB     128    JFK  BTV      48.0       266  23.0    53.0  \n",
+       "141798  N328JB     128    JFK  BTV      50.0       266   0.0     8.0  \n",
+       "141799  N14905    4153    EWR  CLT      85.0       529   0.0    12.0  \n",
+       "141800  N16999    4571    EWR  MKE     110.0       725   0.0    14.0  \n",
+       "141801  N13538    4350    EWR  DCA      39.0       199   0.0    18.0  \n",
+       "141802  N192JB      30    JFK  ROC      49.0       264   0.0    37.0  \n",
+       "141803  N506JB     707    JFK  SJU     188.0      1598   1.0    11.0  \n",
+       "141804  N206JB      22    JFK  SYR      40.0       209   1.0    50.0  \n",
+       "141890  N11539    4603    EWR  CVG      95.0       569   7.0    22.0  \n",
+       "141899  N719EV    5068    EWR  DTW      79.0       488   7.0    31.0  \n",
+       "141902  N190JB     208    JFK  BUF      54.0       301   7.0    34.0  \n",
+       "141905  N13553    4241    EWR  DCA      38.0       199   7.0    39.0  \n",
+       "141929  N13997    4533    EWR  BUF      48.0       282   8.0     4.0  \n",
+       "142002  N8896A    3635    JFK  CHS      90.0       636   9.0    16.0  \n",
+       "142041  N76516    1296    EWR  PBI     134.0      1023   9.0    58.0  \n",
+       "142064  N14916    4161    EWR  CLT      86.0       529  10.0    40.0  \n",
+       "142067  N334JB      56    JFK  BTV      43.0       266  10.0    45.0  \n",
+       "142073  N713TW     120    JFK  LAX     341.0      2475  10.0    55.0  \n",
+       "142129  N37427     109    EWR  LAS     301.0      2227  12.0     2.0  \n",
+       "142132  N15574    4548    EWR  RDU      70.0       416  12.0     7.0  \n",
+       "142139  N75432    1143    EWR  PBI     146.0      1023  12.0    23.0  \n",
+       "142151  N641JB     673    JFK  LAX     332.0      2475  12.0    50.0  \n",
+       "142170  N318JB      27    JFK  TPA     138.0      1005  13.0     8.0  \n",
+       "142171  N525MQ    4601    LGA  BNA     115.0       764  13.0     9.0  \n",
+       "142177  N178JB    1174    EWR  BOS      44.0       200  13.0    15.0  \n",
+       "142183  N5PBMQ    3697    EWR  ORD     109.0       719  13.0    28.0  \n",
+       "142190  N12163    4149    EWR  RDU      67.0       416  13.0    42.0  \n",
+       "142192  N14186    4640    EWR  DAY      80.0       533  13.0    43.0  \n",
+       "142194  N27190    4662    EWR  RDU      69.0       416  13.0    48.0  \n",
+       "142219  N638JB     377    LGA  FLL     142.0      1076  14.0    28.0  \n",
+       "142223  N12967    4106    EWR  BNA     115.0       748  14.0    34.0  \n",
+       "142224  N12567    4129    EWR  DCA      40.0       199  14.0    35.0  \n",
+       "142229  N11176    4388    EWR  PIT      52.0       319  14.0    41.0  \n",
+       "142253  N14998    4118    EWR  DTW      92.0       488  14.0    55.0  \n",
+       "142256  N779JB     209    JFK  LGB     333.0      2465  14.0    57.0  \n",
+       "142261  N263WN    2058    EWR  PHX     300.0      2133  15.0     3.0  \n",
+       "142269  N13553    3823    EWR  MSN     128.0       799  15.0     9.0  \n",
+       "142297  N730EV    4975    EWR  MSP     150.0      1008  15.0    36.0  \n",
+       "142321  N37255    1122    EWR  PBI     151.0      1023  15.0    58.0  \n",
+       "142332  N949UW    2132    LGA  BOS      45.0       184  16.0     7.0  \n",
+       "142338  N236JB    1275    JFK  CHS      91.0       636  16.0    14.0  \n",
+       "142339  N712JB    1010    JFK  BOS      46.0       187  16.0    15.0  \n",
+       "142353  N834AS    5712    JFK  IAD      45.0       228  16.0    37.0  \n",
+       "142354  N508MQ    4579    LGA  CLT      88.0       544  16.0    39.0  \n",
+       "142362  N14180    4181    EWR  MCI     160.0      1092  16.0    47.0  \n",
+       "142364  N319NB    1344    LGA  MCI     156.0      1107  16.0    47.0  \n",
+       "142383  N16541    4684    EWR  SDF     101.0       642  17.0     3.0  \n",
+       "142385  N929XJ    3318    JFK  BUF      55.0       301  17.0     7.0  \n",
+       "142390  N985AT     620    LGA  ATL     107.0       762  17.0    11.0  \n",
+       "142405  N14905    4583    EWR  PWM      50.0       284  17.0    24.0  \n",
+       "142407  N360NB    1942    EWR  ATL     104.0       746  17.0    25.0  \n",
+       "142417  N388SW     518    EWR  MDW     116.0       711  17.0    33.0  \n",
+       "142419  N753US    1665    LGA  CLT      84.0       544  17.0    34.0  \n",
+       "142434  N294WN    2355    EWR  STL     129.0       872  17.0    53.0  \n",
+       "142452  N833UA     687    LGA  ORD     108.0       733  18.0     5.0  \n",
+       "142459  N8659B    3968    JFK  PHL      27.0        94  18.0     9.0  \n",
+       "142464  N769SW    1904    LGA  STL     131.0       888  18.0    11.0  \n",
+       "142467  N27190    4202    EWR  STL     129.0       872  18.0    17.0  \n",
+       "142475  N242WN       3    EWR  DEN     235.0      1605  18.0    27.0  \n",
+       "142480  N647AW     449    EWR  CLT      81.0       529  18.0    31.0  \n",
+       "142483  N359NW    1185    EWR  SLC     266.0      1969  18.0    34.0  \n",
+       "142487  N579AA    1905    EWR  DFW     187.0      1372  18.0    40.0  \n",
+       "142492  N945AT     623    LGA  ATL     105.0       762  18.0    46.0  \n",
+       "142519  N22971    4701    EWR  BTV      46.0       266  19.0    15.0  \n",
+       "142535  N8317M     573    LGA  MDW     111.0       725  19.0    31.0  \n",
+       "142538  N14953    4644    EWR  CMH      81.0       463  19.0    38.0  \n",
+       "142539  N607JB     527    EWR  MCO     130.0       937  19.0    38.0  \n",
+       "142549  N14998    4410    EWR  CAE      87.0       602  19.0    48.0  \n",
+       "142550  N3AVAA     119    EWR  LAX     347.0      2454  19.0    48.0  \n",
+       "142560  N318JB    1185    JFK  RDU      72.0       427  19.0    59.0  \n",
+       "142564  N903XJ    3374    JFK  PIT      66.0       340  20.0     3.0  \n",
+       "142565  N577UA     358    LGA  IAH     191.0      1416  20.0     4.0  \n",
+       "142574  N34111    4390    EWR  MCI     165.0      1092  20.0    12.0  \n",
+       "142579  N980DL    2391    JFK  TPA     138.0      1005  20.0    17.0  \n",
+       "142580  N13989    4086    EWR  PWM      48.0       284  20.0    21.0  \n",
+       "142585  N603DL     947    LGA  ATL     103.0       762  20.0    28.0  \n",
+       "142588  N951WN     732    EWR  MDW     105.0       711  20.0    30.0  \n",
+       "142590  N14117    4130    EWR  RIC      50.0       277  20.0    32.0  \n",
+       "142592  N16911    3818    EWR  TYS     100.0       631  20.0    37.0  \n",
+       "142597  N917XJ    3340    JFK  JAX     115.0       828  20.0    45.0  \n",
+       "142598  N16234    1064    EWR  BOS      45.0       200  20.0    46.0  \n",
+       "142600  N266JB    1176    EWR  BOS      41.0       200  20.0    48.0  \n",
+       "142602  N741SA    2714    LGA  MKE     108.0       738  20.0    49.0  \n",
+       "142614  N720EV    5181    EWR  ATL      99.0       746  21.0     1.0  \n",
+       "142619  N14573    4312    EWR  DCA      44.0       199  21.0     5.0  \n",
+       "142620  N4XMAA    2075    EWR  DFW     194.0      1372  21.0     5.0  \n",
+       "142621  N930XJ    3525    JFK  ORD     120.0       740  21.0     7.0  \n",
+       "142623  N312US    1435    LGA  TPA     139.0      1010  21.0     8.0  \n",
+       "142629  N14952    4570    EWR  GRR      93.0       605  21.0    15.0  \n",
+       "142631  N6703D    1147    LGA  ATL     102.0       762  21.0    16.0  \n",
+       "142635  N14237    1116    EWR  BOS      51.0       200  21.0    24.0  \n",
+       "142636  N15973    5681    EWR  RDU      71.0       416  21.0    31.0  \n",
+       "142637  N14570    4566    EWR  ALB      33.0       143  21.0    35.0  \n",
+       "142644  N22909    3805    EWR  BNA     113.0       748  21.0    39.0  \n",
+       "142650  N16147    4132    EWR  OMA     169.0      1134  21.0    58.0  \n",
+       "142653  N440LV    2327    EWR  MDW     102.0       711  22.0     1.0  \n",
+       "142654  N8659B    3650    JFK  PHL      23.0        94  22.0     2.0  \n",
+       "142655  N656JB     165    JFK  PDX     345.0      2454  22.0     5.0  \n",
+       "142656  N11164    4682    EWR  GSP      91.0       594  22.0    11.0  \n",
+       "142657  N14171    4204    EWR  OKC     187.0      1325  22.0    11.0  \n",
+       "142658  N13992    4119    EWR  RIC      48.0       277  22.0    11.0  \n",
+       "142661  N584JB     547    EWR  PBI     133.0      1023  22.0    26.0  \n",
+       "142663  N921AT     354    LGA  CAK      68.0       397  22.0    30.0  \n",
+       "142664  N963UW    2142    LGA  BOS      54.0       184  22.0    30.0  \n",
+       "142665  N835MQ    4449    JFK  DCA      49.0       213  22.0    35.0  \n",
+       "142669  N524JB     325    JFK  TPA     139.0      1005  22.0    54.0  \n",
+       "142670  N14204    4368    EWR  DAY      82.0       533  22.0    55.0  \n",
+       "142671  N623JB      35    JFK  PBI     133.0      1028  22.0    56.0  \n",
+       "142672  N22971    4353    EWR  ORF      54.0       284  23.0     4.0  \n",
+       "142673  N21144    4206    EWR  BTV      50.0       266  23.0    10.0  \n",
+       "142674  N13975    5670    EWR  BWI      34.0       169  23.0    14.0  \n",
+       "142677  N14993    4404    EWR  PVD      43.0       160  23.0    25.0  \n",
+       "142778  N37413    1124    EWR  PBI     123.0      1023   0.0     5.0  \n",
+       "142779  N630JB      35    JFK  PBI     126.0      1028   0.0     8.0  \n",
+       "142780  N231JB     515    EWR  FLL     130.0      1065   0.0     9.0  \n",
+       "142781  N509JB     713    JFK  SJU     186.0      1598   0.0    11.0  \n",
+       "142782  N283JB     128    JFK  BTV      47.0       266   0.0    12.0  \n",
+       "142783  N337JB     104    JFK  BUF      66.0       301   0.0    13.0  \n",
+       "142784  N78501    1632    EWR  PBI     123.0      1023   0.0    17.0  \n",
+       "142786  N558JB     325    JFK  TPA     124.0      1005   0.0    22.0  \n",
+       "142787  N401UA     299    EWR  DFW     186.0      1372   0.0    28.0  \n",
+       "142788  N758EV    5181    EWR  ATL      90.0       746   0.0    32.0  \n",
+       "142789  N218FR     797    LGA  DEN     228.0      1620   0.0    40.0  \n",
+       "142790  N14231    1464    EWR  CLE      62.0       404   0.0    46.0  \n",
+       "142791  N709JB    1018    JFK  BOS      37.0       187   1.0     9.0  \n",
+       "142792  N521JB     399    LGA  MCO     123.0       950   1.0    17.0  \n",
+       "142793  N766JB     383    LGA  FLL     131.0      1076   1.0    25.0  \n",
+       "142794  N510JB     707    JFK  SJU     183.0      1598   1.0    51.0  \n",
+       "142795  N265JB     608    JFK  PWM      47.0       273   1.0    52.0  \n",
+       "142796  N607JB      11    JFK  FLL     133.0      1069   2.0    23.0  \n",
+       "142797  N178JB      22    JFK  SYR      38.0       209   3.0    21.0  \n",
+       "142883  N318JB     208    JFK  BUF      55.0       301   7.0     6.0  \n",
+       "142892  N18120    4603    EWR  CVG      92.0       569   7.0    20.0  \n",
+       "142925  N512UA     347    JFK  SFO     361.0      2586   8.0     9.0  \n",
+       "142937  N328JB     905    JFK  ORD     114.0       740   8.0    20.0  \n",
+       "142938  N905DL     831    LGA  DTW      72.0       502   8.0    20.0  \n",
+       "142950  N406UA     287    LGA  ORD     106.0       733   8.0    31.0  \n",
+       "142962  N547AA     309    LGA  ORD     108.0       733   8.0    51.0  \n",
+       "142971  N284JB    1273    JFK  CHS      92.0       636   9.0     3.0  \n",
+       "142975  N323AA      59    JFK  SFO     350.0      2586   9.0     7.0  \n",
+       "142978  N374NW    1271    JFK  FLL     140.0      1069   9.0    12.0  \n",
+       "142980  N900DE    1109    LGA  TPA     133.0      1010   9.0    16.0  \n",
+       "142985  N352NW     914    LGA  DEN     228.0      1620   9.0    24.0  \n",
+       "142987  N13958    4600    EWR  MEM     137.0       946   9.0    26.0  \n",
+       "142990  N494AA    1855    LGA  STL     127.0       888   9.0    31.0  \n",
+       "142991  N247JB    1172    EWR  BOS      52.0       200   9.0    32.0  \n",
+       "142994  N937DL    2119    LGA  MSP     149.0      1020   9.0    34.0  \n",
+       "142999  N510UA     443    JFK  LAX     340.0      2475   9.0    46.0  \n",
+       "143001  N3FWAA     413    JFK  SJU     196.0      1598   9.0    50.0  \n",
+       "143004  N659DL    1747    LGA  ATL     102.0       762  10.0     1.0  \n",
+       "143007  N5EYAA    1357    JFK  SJU     192.0      1598  10.0    11.0  \n",
+       "143008  N587AS      11    EWR  SEA     336.0      2402  10.0    12.0  \n",
+       "143009  N319NB    2070    LGA  RSW     149.0      1080  10.0    15.0  \n",
+       "143011  N639VA     407    JFK  LAX     338.0      2475  10.0    26.0  \n",
+       "143013  N603JB     403    JFK  SJU     201.0      1598  10.0    29.0  \n",
+       "143014  N642AA     647    JFK  MIA     143.0      1089  10.0    31.0  \n",
+       "143016  N8683B    4220    JFK  RDU      67.0       427  10.0    37.0  \n",
+       "143017  N23707    1597    EWR  EGE     249.0      1725  10.0    38.0  \n",
+       "143018  N324AA       1    JFK  LAX     336.0      2475  10.0    42.0  \n",
+       "143020  N752EV    5166    LGA  BNA     105.0       764  10.0    44.0  \n",
+       "143022  N8972E    3613    JFK  ROC      45.0       264  10.0    46.0  \n",
+       "143028  N512MQ    4654    LGA  ATL      98.0       762  11.0     1.0  \n",
+       "143032  N54711    1519    EWR  STT     211.0      1634  11.0     7.0  \n",
+       "143034  N641JB    1004    JFK  BOS      60.0       187  11.0     9.0  \n",
+       "143035  N370NW    1885    LGA  MCO     125.0       950  11.0    11.0  \n",
+       "143036  N360NW    2319    LGA  MSP     150.0      1020  11.0    13.0  \n",
+       "143037  N594AA     319    LGA  ORD     108.0       733  11.0    14.0  \n",
+       "143039  N4XBAA     305    LGA  ORD     111.0       733  11.0    20.0  \n",
+       "143041  N24715    1003    EWR  MCO     127.0       937  11.0    22.0  \n",
+       "143042  N24224    1553    EWR  TPA     133.0       997  11.0    30.0  \n",
+       "143044  N17730    1240    EWR  BOS      82.0       200  11.0    36.0  \n",
+       "143045  N48901    4405    EWR  SAV      97.0       708  11.0    37.0  \n",
+       "143046  N838VA     251    JFK  LAS     309.0      2248  11.0    38.0  \n",
+       "143047  N419UA     255    EWR  FLL     139.0      1065  11.0    40.0  \n",
+       "143051  N16919    4548    EWR  RDU      64.0       416  11.0    47.0  \n",
+       "143053  N556UA     652    EWR  LAS     304.0      2227  11.0    50.0  \n",
+       "143054  N190JB     885    JFK  RDU      69.0       427  11.0    54.0  \n",
+       "143057  N8659B    3611    JFK  PIT      62.0       340  11.0    58.0  \n",
+       "143058  N326NB     874    LGA  MIA     148.0      1096  11.0    59.0  \n",
+       "143061  N846MQ    4406    JFK  RDU      68.0       427  12.0     0.0  \n",
+       "143062  N15555    4532    EWR  CHS      88.0       628  12.0     2.0  \n",
+       "143064  N335AA      19    JFK  LAX     348.0      2475  12.0     2.0  \n",
+       "143066  N847VA      23    JFK  SFO     345.0      2586  12.0     3.0  \n",
+       "143068  N15973    4344    EWR  DTW      81.0       488  12.0     6.0  \n",
+       "143071  N37437     109    EWR  LAS     303.0      2227  12.0    11.0  \n",
+       "143073  N17560    4638    EWR  CVG      90.0       569  12.0    18.0  \n",
+       "143076  N37413    1183    EWR  RSW     146.0      1068  12.0    19.0  \n",
+       "143079  N34111    4389    EWR  STL     126.0       872  12.0    24.0  \n",
+       "143081  N329NB    1573    LGA  MEM     133.0       963  12.0    27.0  \n",
+       "143084  N78285    1701    EWR  FLL     155.0      1065  12.0    28.0  \n",
+       "143087  N643JB       1    JFK  FLL     147.0      1069  12.0    36.0  \n",
+       "143088  N178JB     600    JFK  PWM      52.0       273  12.0    41.0  \n",
+       "143090  N903XJ    3353    JFK  DTW      81.0       509  12.0    47.0  \n",
+       "143091  N712JB     673    JFK  LAX     341.0      2475  12.0    48.0  \n",
+       "143092  N283JB      24    JFK  BTV      47.0       266  12.0    50.0  \n",
+       "143094  N24128    4689    EWR  MCI     161.0      1092  12.0    55.0  \n",
+       "143097  N12540    4224    EWR  PWM      52.0       284  13.0     0.0  \n",
+       "143098  N321US    1174    LGA  PBI     128.0      1035  13.0     3.0  \n",
+       "143099  N658AW     450    JFK  PHX     299.0      2153  13.0     7.0  \n",
+       "143100  N18556    4140    EWR  XNA     168.0      1131  13.0    11.0  \n",
+       "143101  N818UA     292    EWR  IAH     196.0      1400  13.0    11.0  \n",
+       "143102  N33292    1601    EWR  FLL     136.0      1065  13.0    11.0  \n",
+       "143103  N974AT     347    LGA  ATL      98.0       762  13.0    17.0  \n",
+       "143105  N551AA     321    LGA  ORD     112.0       733  13.0    29.0  \n",
+       "143110  N3KCAA    1871    LGA  MIA     139.0      1096  13.0    43.0  \n",
+       "143111  N312US    1875    LGA  TPA     130.0      1010  13.0    44.0  \n",
+       "143112  N176UW    1625    LGA  CLT      79.0       544  13.0    44.0  \n",
+       "143113  N13538    4157    EWR  OMA     171.0      1134  13.0    45.0  \n",
+       "143114  N18223    1010    EWR  LAX     340.0      2454  13.0    46.0  \n",
+       "143118  N508JB      85    JFK  FLL     137.0      1069  13.0    55.0  \n",
+       "143120  N910WN     376    LGA  BNA     108.0       764  13.0    59.0  \n",
+       "143121  N3CCAA     731    LGA  DFW     197.0      1389  14.0     1.0  \n",
+       "143122  N564UW    1459    LGA  CLT      77.0       544  14.0     6.0  \n",
+       "143123  N958DL    1685    LGA  MCO     125.0       950  14.0     7.0  \n",
+       "143124  N640JB     991    JFK  PBI     134.0      1028  14.0     8.0  \n",
+       "143125  N3AMAA     327    LGA  ORD     111.0       733  14.0     9.0  \n",
+       "143126  N13113    1705    EWR  ORD     110.0       719  14.0    10.0  \n",
+       "143128  N76515    1460    LGA  ORD     108.0       733  14.0    15.0  \n",
+       "143129  N386DA    1847    LGA  ATL      96.0       762  14.0    17.0  \n",
+       "143130  N445UA     394    LGA  ORD     110.0       733  14.0    17.0  \n",
+       "143131  N13988    4161    EWR  CLT      78.0       529  14.0    19.0  \n",
+       "143132  N316JB      66    JFK  BUF      64.0       301  14.0    22.0  \n",
+       "143134  N14974    4221    EWR  BUF      47.0       282  14.0    27.0  \n",
+       "143136  N292WN    1468    LGA  MDW     109.0       725  14.0    28.0  \n",
+       "143138  N14186    4322    EWR  MKE     104.0       725  14.0    31.0  \n",
+       "143139  N976DL     930    LGA  FLL     137.0      1076  14.0    31.0  \n",
+       "143140  N321NB    1131    LGA  DTW      79.0       502  14.0    32.0  \n",
+       "143141  N33286    1737    LGA  DEN     234.0      1620  14.0    33.0  \n",
+       "143142  N4YKAA     329    LGA  ORD     110.0       733  14.0    35.0  \n",
+       "143143  N755US    2175    LGA  DCA      37.0       214  14.0    36.0  \n",
+       "143145  N914DL    1903    LGA  SRQ     131.0      1047  14.0    42.0  \n",
+       "143146  N206JB    1006    JFK  BOS      46.0       187  14.0    43.0  \n",
+       "143149  N532MQ    4646    LGA  MSP     164.0      1020  14.0    48.0  \n",
+       "143150  N14977    4636    EWR  DCA      46.0       199  14.0    49.0  \n",
+       "143152  N273JB      32    JFK  ROC      49.0       264  14.0    51.0  \n",
+       "143154  N965WN     564    LGA  DEN     235.0      1620  14.0    51.0  \n",
+       "143155  N37255    1164    EWR  FLL     138.0      1065  14.0    51.0  \n",
+       "143159  N527JB      83    JFK  SEA     332.0      2422  14.0    55.0  \n",
+       "143160  N520JB     705    JFK  SJU     190.0      1598  14.0    57.0  \n",
+       "143161  N3FLAA    2099    LGA  MIA     143.0      1096  14.0    58.0  \n",
+       "143162  N668DN    1947    LGA  ATL      96.0       762  14.0    58.0  \n",
+       "143163  N768SW    2963    LGA  MDW     107.0       725  14.0    58.0  \n",
+       "143165  N915DE    2044    LGA  MIA     140.0      1096  15.0     2.0  \n",
+       "143166  N737MQ    4471    LGA  RDU      68.0       431  15.0     3.0  \n",
+       "143168  N13248    1699    EWR  SFO     341.0      2565  15.0     4.0  \n",
+       "143169  N519MQ    4601    LGA  BNA     108.0       764  15.0     5.0  \n",
+       "143172  N599AA    1853    EWR  DFW     194.0      1372  15.0    11.0  \n",
+       "143175  N828AS    5711    JFK  IAD      44.0       228  15.0    14.0  \n",
+       "143179  N27200    4235    EWR  MCI     155.0      1092  15.0    22.0  \n",
+       "143180  N912WN     316    LGA  MKE     109.0       738  15.0    22.0  \n",
+       "143181  N16999    4187    EWR  BNA     112.0       748  15.0    23.0  \n",
+       "143184  N76288    1028    EWR  IAH     188.0      1400  15.0    24.0  \n",
+       "143186  N3DUAA    2253    LGA  MIA     136.0      1096  15.0    26.0  \n",
+       "143189  N11107    4149    EWR  RDU      63.0       416  15.0    27.0  \n",
+       "143191  N618JB    1783    JFK  MCO     123.0       944  15.0    31.0  \n",
+       "143192  N284JB     602    JFK  PWM      50.0       273  15.0    31.0  \n",
+       "143195  N715JB     209    JFK  LGB     334.0      2465  15.0    34.0  \n",
+       "143196  N613JB     377    LGA  FLL     142.0      1076  15.0    35.0  \n",
+       "143197  N14230    1744    LGA  IAH     195.0      1416  15.0    36.0  \n",
+       "143198  N14177    4269    EWR  CHS      88.0       628  15.0    37.0  \n",
+       "143199  N12567    4135    EWR  CLT      79.0       529  15.0    37.0  \n",
+       "143202  N8828D    3638    JFK  PHL      25.0        94  15.0    41.0  \n",
+       "143205  N3DVAA     753    LGA  DFW     198.0      1389  15.0    45.0  \n",
+       "143206  N758SW    2058    EWR  PHX     311.0      2133  15.0    45.0  \n",
+       "143208  N927DA    1544    EWR  DTW      76.0       488  15.0    49.0  \n",
+       "143215  N987AT     361    LGA  ATL     101.0       762  16.0     0.0  \n",
+       "143217  N12564    4188    EWR  IND     100.0       645  16.0     4.0  \n",
+       "143220  N877AS    5712    JFK  IAD      46.0       228  16.0     5.0  \n",
+       "143222  N968DL    2079    LGA  FLL     144.0      1076  16.0     6.0  \n",
+       "143225  N461UA     985    EWR  MCO     117.0       937  16.0    15.0  \n",
+       "143230  N779JB     703    JFK  SJU     192.0      1598  16.0    24.0  \n",
+       "143232  N662JB      63    JFK  TPA     128.0      1005  16.0    26.0  \n",
+       "143234  N597AA     883    EWR  DFW     187.0      1372  16.0    29.0  \n",
+       "143236  N725UW    1665    LGA  CLT      73.0       544  16.0    31.0  \n",
+       "143237  N76516    1146    EWR  BOS      46.0       200  16.0    35.0  \n",
+       "143238  N736MQ    4475    LGA  RDU      65.0       431  16.0    37.0  \n",
+       "143239  N902DE    1819    LGA  MSP     161.0      1020  16.0    38.0  \n",
+       "143240  N810UA     606    EWR  RSW     137.0      1068  16.0    39.0  \n",
+       "143241  N821UA     699    EWR  ORD     109.0       719  16.0    41.0  \n",
+       "143243  N35204    1200    EWR  SAN     341.0      2425  16.0    45.0  \n",
+       "143244  N965DL    1231    LGA  DTW      82.0       502  16.0    46.0  \n",
+       "143245  N667MQ    4333    JFK  PIT      62.0       340  16.0    46.0  \n",
+       "143246  N353NB     935    EWR  ATL      98.0       746  16.0    52.0  \n",
+       "143247  N87512    1593    EWR  MCO     125.0       937  16.0    52.0  \n",
+       "143254  N203JB     917    JFK  ORD     117.0       740  17.0    12.0  \n",
+       "143259  N309US    2027    JFK  FLL     135.0      1069  17.0    17.0  \n",
+       "143260  N21144    3257    EWR  JAX     109.0       820  17.0    18.0  \n",
+       "143261  N630JB     157    JFK  MCO     123.0       944  17.0    18.0  \n",
+       "143262  N292JB      12    JFK  SYR      44.0       209  17.0    18.0  \n",
+       "143265  N16919    4106    EWR  BNA     106.0       748  17.0    23.0  \n",
+       "143266  N527UA     280    EWR  SEA     317.0      2402  17.0    23.0  \n",
+       "143267  N283JB     347    JFK  SRQ     134.0      1041  17.0    24.0  \n",
+       "143268  N678DL     847    LGA  ATL      99.0       762  17.0    25.0  \n",
+       "143269  N949AT     348    LGA  ATL     101.0       762  17.0    26.0  \n",
+       "143272  N612JB    1063    JFK  AUS     209.0      1521  17.0    28.0  \n",
+       "143273  N24706    1281    EWR  ORD     107.0       719  17.0    28.0  \n",
+       "143274  N616DL    2181    LGA  MCO     123.0       950  17.0    29.0  \n",
+       "143275  N900DE    1902    LGA  PBI     135.0      1035  17.0    30.0  \n",
+       "143276  N14558    4662    EWR  RDU      68.0       416  17.0    32.0  \n",
+       "143279  N965UW    2134    LGA  BOS      41.0       184  17.0    33.0  \n",
+       "143280  N230WN     518    EWR  MDW     103.0       711  17.0    34.0  \n",
+       "143282  N361NB    1942    EWR  ATL     100.0       746  17.0    35.0  \n",
+       "143283  N677UA     698    EWR  IAH     203.0      1400  17.0    35.0  \n",
+       "143284  N76523    1106    EWR  SFO     362.0      2565  17.0    35.0  \n",
+       "143289  N926XJ    3315    JFK  MSP     159.0      1029  17.0    41.0  \n",
+       "143290  N490AA     341    LGA  ORD     106.0       733  17.0    41.0  \n",
+       "143291  N15986    4326    EWR  CLT      85.0       529  17.0    42.0  \n",
+       "143292  N828UA     799    EWR  ORD     107.0       719  17.0    42.0  \n",
+       "143293  N8932C    3968    JFK  PHL      24.0        94  17.0    43.0  \n",
+       "143297  N3GAAA     763    LGA  DFW     195.0      1389  17.0    46.0  \n",
+       "143298  N301NB    2219    LGA  MSP     143.0      1020  17.0    46.0  \n",
+       "143299  N429UA     355    EWR  MCO     125.0       937  17.0    48.0  \n",
+       "143300  N909XJ    3436    JFK  RDU      63.0       427  17.0    50.0  \n",
+       "143301  N591JB     523    EWR  MCO     124.0       937  17.0    51.0  \n",
+       "143304  N558UW     720    EWR  CLT      75.0       529  17.0    53.0  \n",
+       "143305  N758EV    4975    EWR  MSP     148.0      1008  17.0    54.0  \n",
+       "143306  N935XJ    3459    JFK  BNA     107.0       765  17.0    55.0  \n",
+       "143308  N328AA     181    JFK  LAX     349.0      2475  17.0    55.0  \n",
+       "143309  N520UW      35    JFK  PHX     316.0      2153  17.0    57.0  \n",
+       "143310  N521JB     431    LGA  SRQ     135.0      1047  17.0    58.0  \n",
+       "143311  N14916    4088    EWR  ALB      31.0       143  17.0    59.0  \n",
+       "143312  N319NB    1344    LGA  MCI     160.0      1107  18.0     2.0  \n",
+       "143314  N12552    4158    EWR  RIC      46.0       277  18.0     4.0  \n",
+       "143317  N531MQ    3695    EWR  ORD     107.0       719  18.0     8.0  \n",
+       "143318  N258JB    1010    JFK  BOS      40.0       187  18.0    12.0  \n",
+       "143320  N3JUAA    1925    LGA  MIA     142.0      1096  18.0    14.0  \n",
+       "143321  N14228    1134    EWR  AUS     212.0      1504  18.0    14.0  \n",
+       "143322  N752EV    5475    LGA  CLT      73.0       544  18.0    17.0  \n",
+       "143324  N14174    4612    EWR  MSP     159.0      1008  18.0    18.0  \n",
+       "143325  N966AT     620    LGA  ATL     101.0       762  18.0    18.0  \n",
+       "143327  N329JB    1174    EWR  BOS      47.0       200  18.0    19.0  \n",
+       "143328  N672DL    2247    LGA  ATL     100.0       762  18.0    19.0  \n",
+       "143329  N374NW     161    JFK  MIA     147.0      1089  18.0    19.0  \n",
+       "143330  N612DL    2347    LGA  ATL      97.0       762  18.0    21.0  \n",
+       "143331  N725SW    2355    EWR  STL     131.0       872  18.0    21.0  \n",
+       "143332  N708JB     185    JFK  SAN     345.0      2446  18.0    23.0  \n",
+       "143335  N6710E    1499    LGA  ATL     100.0       762  18.0    27.0  \n",
+       "143339  N937DL    2098    LGA  MIA     137.0      1096  18.0    32.0  \n",
+       "143340  N713MQ    4447    LGA  RDU      67.0       431  18.0    34.0  \n",
+       "143341  N3AFAA     759    LGA  DFW     195.0      1389  18.0    35.0  \n",
+       "143342  N934XJ    3523    JFK  ORD     113.0       740  18.0    40.0  \n",
+       "143344  N675AW     449    EWR  CLT      75.0       529  18.0    42.0  \n",
+       "143345  N339JB    1085    JFK  CLT      77.0       541  18.0    43.0  \n",
+       "143346  N556JB     393    LGA  MCO     121.0       950  18.0    43.0  \n",
+       "143347  N325US    1935    LGA  TPA     130.0      1010  18.0    44.0  \n",
+       "143349  N763JB     143    JFK  PBI     127.0      1028  18.0    51.0  \n",
+       "143351  N607JB     505    EWR  FLL     131.0      1065  18.0    52.0  \n",
+       "143352  N651JB       9    JFK  MCO     123.0       944  18.0    53.0  \n",
+       "143354  N3EYAA    1790    JFK  BOS      40.0       187  18.0    54.0  \n",
+       "143359  N571UA     509    LGA  DEN     221.0      1620  18.0    57.0  \n",
+       "143360  N365NB     706    JFK  AUS     204.0      1521  18.0    58.0  \n",
+       "143364  N443UA     597    EWR  ORD     104.0       719  19.0     0.0  \n",
+       "143367  N746SW     732    EWR  MDW     109.0       711  19.0     2.0  \n",
+       "143368  N190JB     119    JFK  MSY     159.0      1182  19.0     4.0  \n",
+       "143369  N956AT     623    LGA  ATL      98.0       762  19.0     5.0  \n",
+       "143371  N13989    3823    EWR  MSN     126.0       799  19.0     7.0  \n",
+       "143372  N357NW    2331    LGA  DTW      78.0       502  19.0     7.0  \n",
+       "143373  N722MQ    4479    LGA  RDU      67.0       431  19.0     7.0  \n",
+       "143374  N494AA     773    LGA  DFW     194.0      1389  19.0     8.0  \n",
+       "143375  N178JB    1185    JFK  RDU      68.0       427  19.0    10.0  \n",
+       "143376  N8828D    4277    JFK  ORF      47.0       290  19.0    13.0  \n",
+       "143379  N550UW     373    JFK  CLT      76.0       541  19.0    16.0  \n",
+       "143380  N366NW    1779    LGA  FLL     141.0      1076  19.0    17.0  \n",
+       "143381  N571JB     537    EWR  TPA     130.0       997  19.0    18.0  \n",
+       "143385  N711MQ    4525    LGA  XNA     170.0      1147  19.0    20.0  \n",
+       "143387  N57864    1721    EWR  LAX     333.0      2454  19.0    23.0  \n",
+       "143388  N438AA     345    LGA  ORD     114.0       733  19.0    24.0  \n",
+       "143391  N729JB     173    JFK  SJC     344.0      2569  19.0    28.0  \n",
+       "143392  N369NB    1367    JFK  SAT     221.0      1587  19.0    28.0  \n",
+       "143394  N284JB     139    JFK  RSW     141.0      1074  19.0    32.0  \n",
+       "143395  N3FKAA    1073    LGA  MIA     139.0      1096  19.0    33.0  \n",
+       "143397  N351JB    1016    JFK  BOS      42.0       187  19.0    36.0  \n",
+       "143398  N326NB    1473    LGA  MEM     134.0       963  19.0    36.0  \n",
+       "143399  N595JB     527    EWR  MCO     122.0       937  19.0    37.0  \n",
+       "143400  N17244    1275    LGA  DEN     232.0      1620  19.0    37.0  \n",
+       "143401  N12900    4255    EWR  ROC      42.0       246  19.0    40.0  \n",
+       "143406  N509JB      74    JFK  BTV      48.0       266  19.0    44.0  \n",
+       "143407  N723MQ    4484    LGA  BNA     110.0       764  19.0    44.0  \n",
+       "143408  N189UW    1973    EWR  CLT      77.0       529  19.0    44.0  \n",
+       "143413  N390DA    2042    EWR  ATL      98.0       746  19.0    51.0  \n",
+       "143415  N360NW     884    LGA  DEN     226.0      1620  19.0    53.0  \n",
+       "143417  N236JB      15    JFK  FLL     136.0      1069  19.0    56.0  \n",
+       "143418  N561JB     985    LGA  TPA     134.0      1010  19.0    56.0  \n",
+       "143420  N211WN     430    EWR  HOU     199.0      1411  19.0    58.0  \n",
+       "143421  N505JB     359    JFK  BUR     345.0      2465  20.0     0.0  \n",
+       "143423  N802UA     687    LGA  ORD     114.0       733  20.0     0.0  \n",
+       "143426  N487UA     423    EWR  SNA     319.0      2434  20.0     1.0  \n",
+       "143428  N337JB    1307    JFK  IAD      47.0       228  20.0     3.0  \n",
+       "143429  N15712    1144    EWR  IAH     198.0      1400  20.0     3.0  \n",
+       "143430  N621JB     509    EWR  FLL     133.0      1065  20.0     4.0  \n",
+       "143431  N659DL    1047    LGA  ATL      97.0       762  20.0     4.0  \n",
+       "143432  N321NB    2131    LGA  DTW      74.0       502  20.0     6.0  \n",
+       "143433  N928MQ    3944    JFK  BWI      35.0       184  20.0     8.0  \n",
+       "143434  N75851    1127    EWR  SFO     336.0      2565  20.0     9.0  \n",
+       "143435  N12967    4104    EWR  CVG      89.0       569  20.0    12.0  \n",
+       "143436  N3JAAA    1467    LGA  MIA     135.0      1096  20.0    13.0  \n",
+       "143437  N33284    1116    EWR  BOS      42.0       200  20.0    13.0  \n",
+       "143438  N3HCAA     785    LGA  DFW     199.0      1389  20.0    14.0  \n",
+       "143439  N605JB     369    LGA  PBI     123.0      1035  20.0    17.0  \n",
+       "143440  N14214    1053    EWR  CLE      60.0       404  20.0    21.0  \n",
+       "143442  N3AMAA     353    LGA  ORD     115.0       733  20.0    24.0  \n",
+       "143443  N3730B    1345    JFK  PHX     304.0      2153  20.0    24.0  \n",
+       "143444  N293WN     551    LGA  BNA     111.0       764  20.0    24.0  \n",
+       "143446  N913XJ    3439    JFK  CVG      85.0       589  20.0    26.0  \n",
+       "143447  N608JB     711    JFK  LAS     308.0      2248  20.0    26.0  \n",
+       "143449  N350NA    1715    LGA  MSY     158.0      1183  20.0    26.0  \n",
+       "143450  N603JB     989    JFK  FLL     133.0      1069  20.0    28.0  \n",
+       "143452  N849UA     689    LGA  ORD     114.0       733  20.0    30.0  \n",
+       "143453  N14907    4397    EWR  DTW      83.0       488  20.0    31.0  \n",
+       "143454  N14204    4543    EWR  DSM     151.0      1017  20.0    31.0  \n",
+       "143455  N832AS    5714    JFK  IAD      43.0       228  20.0    31.0  \n",
+       "143456  N26208    1064    EWR  BOS      40.0       200  20.0    31.0  \n",
+       "143457  N308DE     926    EWR  ATL      96.0       746  20.0    32.0  \n",
+       "143458  N642AA    1999    EWR  MIA     132.0      1085  20.0    33.0  \n",
+       "143460  N12569    4223    EWR  MKE     110.0       725  20.0    36.0  \n",
+       "143462  N661JB      87    JFK  SLC     282.0      1990  20.0    42.0  \n",
+       "143464  N5CDAA     145    JFK  SAN     331.0      2446  20.0    43.0  \n",
+       "143465  N592JB     547    EWR  PBI     124.0      1023  20.0    44.0  \n",
+       "143466  N21154    3815    EWR  BNA     108.0       748  20.0    46.0  \n",
+       "143467  N563JB     147    JFK  RSW     135.0      1074  20.0    48.0  \n",
+       "143468  N919DE    2231    LGA  DTW      79.0       502  20.0    48.0  \n",
+       "143470  N3KCAA    1611    LGA  MIA     134.0      1096  20.0    49.0  \n",
+       "143471  N993DL    2391    JFK  TPA     132.0      1005  20.0    49.0  \n",
+       "143472  N312US    2019    LGA  MSP     145.0      1020  20.0    52.0  \n",
+       "143474  N633JB      91    JFK  OAK     343.0      2576  20.0    55.0  \n",
+       "143475  N24715    1654    EWR  SAN     339.0      2425  20.0    55.0  \n",
+       "143478  N77530    1227    EWR  RSW     129.0      1068  20.0    59.0  \n",
+       "143479  N14117    4703    EWR  GRR      88.0       605  21.0     0.0  \n",
+       "143480  N324NB    1129    LGA  PIT      51.0       335  21.0     2.0  \n",
+       "143483  N309AS       7    EWR  SEA     310.0      2402  21.0     4.0  \n",
+       "143484   N3767    1629    JFK  LAS     308.0      2248  21.0     4.0  \n",
+       "143486  N5ETAA     575    JFK  EGE     277.0      1746  21.0     6.0  \n",
+       "143487  N519MQ    4649    LGA  MSP     156.0      1020  21.0     6.0  \n",
+       "143489  N478AA    2019    LGA  STL     127.0       888  21.0     8.0  \n",
+       "143491  N3JTAA    1709    LGA  MIA     134.0      1096  21.0    10.0  \n",
+       "143493  N584JB     391    LGA  MCO     123.0       950  21.0    16.0  \n",
+       "143495  N757LV     475    EWR  BWI      32.0       169  21.0    17.0  \n",
+       "143498  N37277    1139    EWR  DFW     193.0      1372  21.0    18.0  \n",
+       "143499  N516MQ    4674    LGA  CLE      63.0       419  21.0    20.0  \n",
+       "143500  N3GEAA    1762    JFK  BOS      45.0       187  21.0    22.0  \n",
+       "143501  N8886A    4033    LGA  TYS      85.0       647  21.0    23.0  \n",
+       "143503  N3GWAA    1787    JFK  TPA     132.0      1005  21.0    26.0  \n",
+       "143504  N831UA     254    EWR  AUS     208.0      1504  21.0    29.0  \n",
+       "143505  N8516C    4059    LGA  DAY      81.0       549  21.0    30.0  \n",
+       "143506  N77518    1437    EWR  AUS     204.0      1504  21.0    31.0  \n",
+       "143507  N347NB    1433    LGA  RSW     145.0      1080  21.0    32.0  \n",
+       "143508  N76265      80    EWR  MIA     144.0      1085  21.0    32.0  \n",
+       "143509  N768SW    2327    EWR  MDW     108.0       711  21.0    35.0  \n",
+       "143512  N265WN    2714    LGA  MKE     111.0       738  21.0    39.0  \n",
+       "143513  N579UA     316    EWR  TPA     127.0       997  21.0    40.0  \n",
+       "143514  N33294    1462    EWR  SFO     343.0      2565  21.0    42.0  \n",
+       "143515  N606JB     155    JFK  MCO     119.0       944  21.0    44.0  \n",
+       "143516  N505MQ    4626    LGA  CMH      70.0       479  21.0    44.0  \n",
+       "143517  N136DL     947    LGA  ATL      97.0       762  21.0    45.0  \n",
+       "143518  N630VA     415    JFK  LAX     366.0      2475  21.0    45.0  \n",
+       "143519  N54711    1482    EWR  PHX     317.0      2133  21.0    47.0  \n",
+       "143520  N4YPAA    2075    EWR  DFW     182.0      1372  21.0    50.0  \n",
+       "143521  N637JB     677    JFK  LAX     349.0      2475  21.0    50.0  \n",
+       "143522  N487AA     371    LGA  ORD     116.0       733  21.0    51.0  \n",
+       "143525  N321US    1435    LGA  TPA     131.0      1010  21.0    54.0  \n",
+       "143526  N73275    1244    EWR  SJU     186.0      1608  21.0    56.0  \n",
+       "143527  N708EV    5466    LGA  CLT      75.0       544  21.0    59.0  \n",
+       "143528  N643JB      21    JFK  TPA     132.0      1005  21.0    59.0  \n",
+       "143529  N239JB     115    JFK  MSY     151.0      1182  22.0     3.0  \n",
+       "143530  N18114    5681    EWR  RDU      65.0       416  22.0     4.0  \n",
+       "143531  N25705    1635    EWR  BOS      39.0       200  22.0     4.0  \n",
+       "143532  N21130    4368    EWR  DAY      84.0       533  22.0     6.0  \n",
+       "143534  N3AUAA     119    EWR  LAX     347.0      2454  22.0    11.0  \n",
+       "143535  N486UA     404    LGA  CLE      64.0       419  22.0    12.0  \n",
+       "143536  N569UA     961    EWR  FLL     132.0      1065  22.0    13.0  \n",
+       "143537  N519JB     381    LGA  FLL     134.0      1076  22.0    15.0  \n",
+       "143538  N279JB    1069    JFK  AUS     211.0      1521  22.0    17.0  \n",
+       "143539  N403UA     390    EWR  DEN     238.0      1605  22.0    17.0  \n",
+       "143540  N841UA     554    EWR  ORD     114.0       719  22.0    17.0  \n",
+       "143541  N640JB      39    JFK  PBI     126.0      1028  22.0    18.0  \n",
+       "143542  N850UA     784    EWR  PDX     318.0      2434  22.0    18.0  \n",
+       "143543  N569JB     927    EWR  MCO     119.0       937  22.0    19.0  \n",
+       "143544  N580JB    1020    JFK  BOS      39.0       187  22.0    21.0  \n",
+       "143545  N87507    1680    EWR  MIA     139.0      1085  22.0    23.0  \n",
+       "143547  N3EAAA     359    LGA  ORD     114.0       733  22.0    30.0  \n",
+       "143548  N87527    1637    EWR  TPA     128.0       997  22.0    30.0  \n",
+       "143549  N955WN     519    LGA  MDW     104.0       725  22.0    38.0  \n",
+       "143550  N543MQ    3744    EWR  ORD     114.0       719  22.0    39.0  \n",
+       "143551  N3CCAA     791    LGA  DFW     197.0      1389  22.0    42.0  \n",
+       "143552  N934DL    1585    LGA  MCO     119.0       950  22.0    42.0  \n",
+       "143553  N346JB     629    JFK  HOU     196.0      1428  22.0    48.0  \n",
+       "143554  N599JB      97    JFK  DEN     229.0      1626  22.0    49.0  \n",
+       "143555  N67171    1147    LGA  ATL      96.0       762  22.0    50.0  \n",
+       "143556  N34111    4206    EWR  BTV      46.0       266  22.0    51.0  \n",
+       "143557  N11165    4276    EWR  BDL      25.0       116  22.0    54.0  \n",
+       "143558  N976DL    1485    LGA  MCO     119.0       950  22.0    55.0  \n",
+       "143560  N37255    1066    EWR  BOS      41.0       200  23.0     6.0  \n",
+       "143561  N16703    1645    EWR  SAT     214.0      1569  23.0     8.0  \n",
+       "143562  N14558    4404    EWR  PVD      43.0       160  23.0    11.0  \n",
+       "143563  N532MQ    4660    LGA  BNA     104.0       764  23.0    12.0  \n",
+       "143564  N37281    1292    EWR  FLL     136.0      1065  23.0    15.0  \n",
+       "143565  N653JB      43    JFK  MCO     119.0       944  23.0    18.0  \n",
+       "143566  N915DE    2139    LGA  MIA     130.0      1096  23.0    20.0  \n",
+       "143567  N736MQ    4555    LGA  CMH      68.0       479  23.0    21.0  \n",
+       "143568  N949AT     354    LGA  CAK      57.0       397  23.0    29.0  \n",
+       "143569  N752EV    5157    LGA  CVG      83.0       585  23.0    44.0  \n",
+       "143571  N535JB    1178    EWR  BOS      42.0       200  23.0    51.0  \n",
+       "143572  N319AA     185    JFK  LAX     330.0      2475  23.0    53.0  \n",
+       "143573  N611QX    5325    LGA  CHO      42.0       305  23.0    55.0  \n",
+       "143574  N273JB     701    JFK  SJU     186.0      1598  23.0    58.0  \n",
+       "143575  N327NW    2155    LGA  PWM      44.0       269  23.0    59.0  \n",
+       "143838  N3JUAA     707    LGA  DFW     202.0      1389   7.0    27.0  \n",
+       "143842  N265JB     905    JFK  ORD     118.0       740   7.0    32.0  \n",
+       "143882  N537UW    1539    EWR  CLT      77.0       529   8.0     9.0  \n",
+       "143906  N522MQ    3737    EWR  ORD     119.0       719   8.0    35.0  \n",
+       "143955  N577UA     991    EWR  SFO     339.0      2565   9.0    27.0  \n",
+       "143966  N708JB     145    JFK  PBI     132.0      1028   9.0    43.0  \n",
+       "143989  N294JB      20    JFK  ROC      52.0       264  10.0    15.0  \n",
+       "143991  N190JB     885    JFK  RDU      68.0       427  10.0    19.0  \n",
+       "144003  N496UA     752    EWR  FLL     135.0      1065  10.0    43.0  \n",
+       "144006  N5DDAA     647    JFK  MIA     141.0      1089  10.0    46.0  \n",
+       "144008  N437UA     722    EWR  MCO     121.0       937  10.0    48.0  \n",
+       "144028  N628AA    1871    LGA  MIA     143.0      1096  11.0    22.0  \n",
+       "144040  N14977    4443    EWR  STL     134.0       872  11.0    44.0  \n",
+       "144061  N14204    4180    EWR  PWM      47.0       284  11.0    58.0  \n",
+       "144076  N806JB     673    JFK  LAX     317.0      2475  12.0    22.0  \n",
+       "144093  N339JB       1    JFK  FLL     150.0      1069  12.0    58.0  \n",
+       "144106  N460UA     206    EWR  TPA     133.0       997  13.0    21.0  \n",
+       "144108  N304JB    1174    EWR  BOS      36.0       200  13.0    23.0  \n",
+       "144114  N239JB      24    JFK  BTV      47.0       266  13.0    28.0  \n",
+       "144136  N725MQ    4426    LGA  CMH      78.0       479  14.0     2.0  \n",
+       "144141  N203JB      32    JFK  ROC      51.0       264  14.0    12.0  \n",
+       "144153  N332NB     401    EWR  ATL     104.0       746  14.0    28.0  \n",
+       "144165  N24128    4129    EWR  DCA      41.0       199  14.0    42.0  \n",
+       "144166  N571JB     431    LGA  SRQ     144.0      1047  14.0    44.0  \n",
+       "144176  N715JB     991    JFK  PBI     143.0      1028  14.0    51.0  \n",
+       "144211  N605JB    1161    LGA  PBI     136.0      1035  15.0    24.0  \n",
+       "144250  N283JB    1010    JFK  BOS      41.0       187  16.0     0.0  \n",
+       "144252  N461UA     569    EWR  SFO     317.0      2565  16.0     1.0  \n",
+       "144271  N16541    4372    EWR  DCA      35.0       199  16.0    26.0  \n",
+       "144279  N12996    4572    EWR  GSP      87.0       594  16.0    33.0  \n",
+       "144302  N348JB    1275    JFK  CHS      80.0       636  16.0    58.0  \n",
+       "144315  N610MQ    3985    JFK  CVG      93.0       589  17.0    10.0  \n",
+       "144320  N76515    1167    EWR  DEN     220.0      1605  17.0    14.0  \n",
+       "144327  N708JB     141    JFK  PBI     133.0      1028  17.0    21.0  \n",
+       "144347  N569JB     359    JFK  BUR     316.0      2465  17.0    49.0  \n",
+       "144349  N919XJ    3384    JFK  DTW      84.0       509  17.0    52.0  \n",
+       "144355  N496UA     508    EWR  FLL     149.0      1065  18.0     0.0  \n",
+       "144362  N24128    3273    EWR  ATL     106.0       746  18.0     9.0  \n",
+       "144364  N437UA     619    EWR  ORD     109.0       719  18.0    11.0  \n",
+       "144369  N17730    1562    EWR  CLE      58.0       404  18.0    14.0  \n",
+       "144386  N383AA     543    JFK  MIA     140.0      1089  18.0    41.0  \n",
+       "144392  N202FR     797    LGA  DEN     236.0      1620  18.0    51.0  \n",
+       "144393  N345AA     145    JFK  SAN     313.0      2446  18.0    52.0  \n",
+       "144414  N558JB     989    JFK  FLL     135.0      1069  19.0     9.0  \n",
+       "144434  N190UW    1973    EWR  CLT      78.0       529  19.0    34.0  \n",
+       "144445  N525UA     535    JFK  LAX     323.0      2475  19.0    49.0  \n",
+       "144487  N536JB      39    JFK  PBI     132.0      1028  21.0    29.0  \n",
+       "144488  N77296    1225    EWR  PBI     130.0      1023  21.0    30.0  \n",
+       "144494  N615JB     677    JFK  LAX     316.0      2475  21.0    51.0  \n",
+       "144496  N656JB     701    JFK  SJU     175.0      1598  22.0    14.0  \n",
+       "144501  N821MQ    4449    JFK  DCA      44.0       213  22.0    43.0  \n",
+       "144502  N537JB      97    JFK  DEN     220.0      1626  22.0    44.0  \n",
+       "144507  N658JB      35    JFK  PBI     141.0      1028  23.0     6.0  \n",
+       "144509  N584JB     713    JFK  SJU     174.0      1598  23.0    17.0  \n",
+       "144522  N14116    4368    EWR  DAY      82.0       533   0.0    41.0  \n",
+       "144524  N509JB     112    JFK  BUF      53.0       301   1.0    53.0  \n",
+       "144798  N34110    4297    EWR  DTW      82.0       488  11.0     7.0  \n",
+       "144803  N509JB     389    LGA  MCO     130.0       950  11.0    17.0  \n",
+       "144817  N3BYAA     731    LGA  DFW     219.0      1389  11.0    32.0  \n",
+       "144851  N11164    4529    EWR  IAD      39.0       212  12.0    14.0  \n",
+       "144886  N16911    4221    EWR  BUF      50.0       282  13.0     1.0  \n",
+       "144944  N16963    3268    EWR  RDU      64.0       416  14.0    23.0  \n",
+       "144969  N16541    4141    EWR  ATL     109.0       746  14.0    49.0  \n",
+       "144993  N434WN    2444    LGA  MDW     118.0       725  15.0     5.0  \n",
+       "145001  N575UA     210    EWR  IAH     222.0      1400  15.0    15.0  \n",
+       "145032  N507JB    1783    JFK  MCO     127.0       944  15.0    45.0  \n",
+       "145054  N11140    4118    EWR  BDL      24.0       116  15.0    59.0  \n",
+       "145086  N12221    1739    EWR  RSW     150.0      1068  16.0    30.0  \n",
+       "145105  N12157    4181    EWR  MCI     164.0      1092  16.0    53.0  \n",
+       "145131  N547JB     157    JFK  MCO     128.0       944  17.0     7.0  \n",
+       "145134  N247JB     917    JFK  ORD     122.0       740  17.0    12.0  \n",
+       "145163  N523JB     985    LGA  TPA     143.0      1010  17.0    37.0  \n",
+       "145169  N544MQ    3695    EWR  ORD     121.0       719  17.0    41.0  \n",
+       "145170  N440UA     508    EWR  FLL     147.0      1065  17.0    42.0  \n",
+       "145171  N585JB     369    LGA  PBI     132.0      1035  17.0    44.0  \n",
+       "145173  N563JB     675    JFK  LAX     319.0      2475  17.0    51.0  \n",
+       "145176  N3JKAA     763    LGA  DFW     223.0      1389  17.0    56.0  \n",
+       "145182  N912XJ    3442    JFK  CVG      93.0       589  17.0    59.0  \n",
+       "145183  N37468    1602    EWR  SFO     323.0      2565  18.0     1.0  \n",
+       "145218  N3GBAA    1351    JFK  ORD     122.0       740  18.0    31.0  \n",
+       "145224  N16951    4373    EWR  DCA      39.0       199  18.0    40.0  \n",
+       "145225  N598JB     153    JFK  MCO     129.0       944  18.0    40.0  \n",
+       "145259  N779JB      74    JFK  BTV      44.0       266  19.0     8.0  \n",
+       "145266  N509JB     393    LGA  MCO     137.0       950  19.0    15.0  \n",
+       "145274  N624JB     391    LGA  MCO     128.0       950  19.0    24.0  \n",
+       "145283  N11140    4299    EWR  DCA      46.0       199  19.0    29.0  \n",
+       "145292  N307JB    1016    JFK  BOS      39.0       187  19.0    35.0  \n",
+       "145297  N13903    4644    EWR  CMH      79.0       463  19.0    40.0  \n",
+       "145317  N918XJ    3470    JFK  DTW      81.0       509  20.0     6.0  \n",
+       "145323  N16981    4255    EWR  ROC      43.0       246  20.0    11.0  \n",
+       "145332  N16541    4451    EWR  CAE      89.0       602  20.0    21.0  \n",
+       "145345  N3HXAA     359    LGA  ORD     113.0       733  20.0    32.0  \n",
+       "145352  N31412    1547    EWR  IAH     212.0      1400  20.0    39.0  \n",
+       "145356  N34110    3805    EWR  BNA     124.0       748  20.0    44.0  \n",
+       "145357  N601LR    3525    JFK  ORD     114.0       740  20.0    44.0  \n",
+       "145367  N57852    1139    EWR  SFO     312.0      2565  20.0    55.0  \n",
+       "145378  N38417    1471    EWR  RSW     142.0      1068  21.0    11.0  \n",
+       "145383  N335AA      21    JFK  LAX     307.0      2475  21.0    24.0  \n",
+       "145392  N77258    1292    EWR  FLL     139.0      1065  21.0    37.0  \n",
+       "145395  N76519    1071    EWR  BQN     181.0      1585  21.0    41.0  \n",
+       "145402  N902XJ    3340    JFK  JAX     113.0       828  22.0     8.0  \n",
+       "145405  N742PS    2191    LGA  DCA      38.0       214  22.0     9.0  \n",
+       "145408  N16951    4672    EWR  STL     135.0       872  22.0    21.0  \n",
+       "145415  N334JB     115    JFK  MSY     178.0      1182  22.0    51.0  \n",
+       "145417  N558JB      11    JFK  FLL     139.0      1069  23.0    11.0  \n",
+       "145418  N584JB      35    JFK  PBI     135.0      1028  23.0    11.0  \n",
+       "145419  N583JB     325    JFK  TPA     138.0      1005  23.0    15.0  \n",
+       "145420  N11140    4536    EWR  CVG      89.0       569  23.0    26.0  \n",
+       "145421  N29906    4119    EWR  RIC      47.0       277  23.0    31.0  \n",
+       "145422  N12157    5670    EWR  BWI      34.0       169  23.0    39.0  \n",
+       "145574  N12238    1714    LGA  IAH     245.0      1416   7.0    52.0  \n",
+       "145586  N544MQ    3768    EWR  ORD     106.0       719   8.0     0.0  \n",
+       "145668  N999DN    2003    LGA  MIA     154.0      1096   9.0     1.0  \n",
+       "145724  N16571    4638    EWR  CVG      95.0       569  10.0     7.0  \n",
+       "145783  N808MQ    4670    LGA  BNA     121.0       764  11.0    26.0  \n",
+       "145790  N15983    4389    EWR  STL     145.0       872  11.0    32.0  \n",
+       "145803  N11192    4322    EWR  MKE     111.0       725  11.0    48.0  \n",
+       "145812  N15912    4662    EWR  RDU      67.0       416  11.0    56.0  \n",
+       "145831  N333NW    1031    LGA  DTW      84.0       502  12.0    24.0  \n",
+       "145988  N16911    4640    EWR  DAY      85.0       533  15.0    15.0  \n",
+       "146014  N367NW    1705    LGA  MSY     188.0      1183  15.0    40.0  \n",
+       "146056  N11164    5915    EWR  IAD      42.0       212  16.0    12.0  \n",
+       "146087  N723TW     963    JFK  LAX     323.0      2475  16.0    40.0  \n",
+       "146099  N11536    4352    EWR  CVG      97.0       569  16.0    53.0  \n",
+       "146153  N8921B    4178    JFK  ROC      48.0       264  17.0    38.0  \n",
+       "146163  N13970    4216    EWR  BUF      47.0       282  17.0    46.0  \n",
+       "146168  N826MQ    3985    JFK  CVG      97.0       589  17.0    51.0  \n",
+       "146179  N622VA     413    JFK  LAX     327.0      2475  18.0     2.0  \n",
+       "146197  N936XJ    3437    JFK  MKE     121.0       745  18.0    18.0  \n",
+       "146217  N633JB     359    JFK  BUR     338.0      2465  18.0    43.0  \n",
+       "146272  N812AY    4277    JFK  ORF      50.0       290  19.0    28.0  \n",
+       "146286  N646SW     962    LGA  BNA     120.0       764  19.0    40.0  \n",
+       "146302  N306DQ     926    EWR  ATL     117.0       746  19.0    59.0  \n",
+       "146304  N14950    4570    EWR  GRR     117.0       605  20.0     4.0  \n",
+       "146317  N813AY    4091    JFK  BWI      44.0       184  20.0    20.0  \n",
+       "146328  N507US     947    LGA  ATL     122.0       762  20.0    31.0  \n",
+       "146329  N336NB    1433    LGA  RSW     166.0      1080  20.0    31.0  \n",
+       "146333  N821MQ    4255    JFK  BNA     117.0       765  20.0    34.0  \n",
+       "146345  N901XJ    3525    JFK  ORD     117.0       740  20.0    48.0  \n",
+       "146346  N8533D    3650    JFK  PHL      35.0        94  20.0    49.0  \n",
+       "146349  N753EV    5594    LGA  GSO      74.0       461  20.0    51.0  \n",
+       "146361  N930XJ    3439    JFK  CVG      97.0       589  21.0     1.0  \n",
+       "146368  N8696C    4127    JFK  IAD      50.0       228  21.0    23.0  \n",
+       "146375  N16559    4131    EWR  RIC      51.0       277  21.0    41.0  \n",
+       "146380  N13970    4682    EWR  GSP      98.0       594  21.0    51.0  \n",
+       "146386  N13994    4700    EWR  CLT      87.0       529  22.0    10.0  \n",
+       "146387  N522MQ    3744    EWR  ORD     106.0       719  22.0    13.0  \n",
+       "146392  N3AEMQ    4584    LGA  CLT      87.0       544  22.0    30.0  \n",
+       "146393  N768JB     199    JFK  LAS     298.0      2248  22.0    33.0  \n",
+       "146399  N22909    4672    EWR  STL     136.0       872  22.0    52.0  \n",
+       "146404  N637JB      11    JFK  FLL     156.0      1069  23.0     8.0  \n",
+       "146409  N569JB      21    JFK  TPA     161.0      1005   0.0     2.0  \n",
+       "146410  N523JB     801    JFK  FLL     162.0      1069   0.0     5.0  \n",
+       "146411  N258JB     115    JFK  MSY     188.0      1182   0.0     8.0  \n",
+       "146412  N309JB     608    JFK  PWM      43.0       273   0.0    12.0  \n",
+       "146413  N294JB     515    EWR  FLL     161.0      1065   0.0    18.0  \n",
+       "146414  N239JB    1185    JFK  RDU      75.0       427   0.0    19.0  \n",
+       "146415  N354JB      30    JFK  ROC      49.0       264   0.0    20.0  \n",
+       "146416  N351JB     128    JFK  BTV      48.0       266   0.0    25.0  \n",
+       "146417  N296JB     104    JFK  BUF      54.0       301   0.0    27.0  \n",
+       "146418  N624JB     383    LGA  FLL     164.0      1076   0.0    31.0  \n",
+       "146419  N422WN     115    LGA  MDW     105.0       725   0.0    36.0  \n",
+       "146420  N564JB      87    JFK  SLC     273.0      1990   1.0    33.0  \n",
+       "146586  N382SW     815    EWR  HOU     236.0      1411   8.0     6.0  \n",
+       "146602  N247JB    1305    JFK  IAD      46.0       228   8.0    19.0  \n",
+       "146715  N14148    4221    EWR  CLT     104.0       529  10.0    12.0  \n",
+       "146766  N8837B    4065    LGA  SDF       NaN       659  11.0    28.0  \n",
+       "146777  N3ACAA     731    LGA  DFW     203.0      1389  11.0    43.0  \n",
+       "146854  N16911    3267    EWR  BTV      46.0       266  13.0    36.0  \n",
+       "146861  N5CAAA    2041    JFK  MIA     167.0      1089  13.0    43.0  \n",
+       "146907  N14905    4147    EWR  BUF      47.0       282  14.0    52.0  \n",
+       "146931  N325US    1174    LGA  PBI     155.0      1035  15.0    11.0  \n",
+       "146933  N12924    4434    EWR  MHT      39.0       209  15.0    16.0  \n",
+       "146942  N400WN    3209    LGA  DEN       NaN      1620  15.0    25.0  \n",
+       "146968  N354JB     347    JFK  SRQ     164.0      1041  15.0    47.0  \n",
+       "146970  N371CA    4943    LGA  RDU      74.0       431  15.0    50.0  \n",
+       "146979  N564JB      63    JFK  TPA     160.0      1005  16.0     2.0  \n",
+       "146980  N15983    5968    LGA  IAD      52.0       229  16.0     3.0  \n",
+       "146984  N76504    1122    EWR  PBI     186.0      1023  16.0     5.0  \n",
+       "146989  N946UW    2132    LGA  BOS      77.0       184  16.0     7.0  \n",
+       "146993  N8533D    4105    JFK  IAD      51.0       228  16.0    11.0  \n",
+       "146996  N530UA     745    LGA  DEN     215.0      1620  16.0    14.0  \n",
+       "147010  N48901    4534    EWR  MKE     112.0       725  16.0    32.0  \n",
+       "147011  N618AA    1769    JFK  MIA     174.0      1089  16.0    32.0  \n",
+       "147021  N512UA     257    JFK  SFO     333.0      2586  16.0    47.0  \n",
+       "147024  N321NB    1942    EWR  ATL     114.0       746  16.0    50.0  \n",
+       "147031  N12922    4398    EWR  ORF      50.0       284  17.0     9.0  \n",
+       "147039  N605LR    3436    JFK  RDU      72.0       427  17.0    17.0  \n",
+       "147040  N12122    4092    EWR  DAY      90.0       533  17.0    19.0  \n",
+       "147041  N926XJ    3459    JFK  BNA     119.0       765  17.0    19.0  \n",
+       "147051  N6EAMQ    4622    LGA  BNA     123.0       764  17.0    31.0  \n",
+       "147055  N725MQ    4415    LGA  RDU      71.0       431  17.0    33.0  \n",
+       "147056  N8733G    4178    JFK  ROC      49.0       264  17.0    36.0  \n",
+       "147057  N822UA     668    LGA  CLE      68.0       419  17.0    36.0  \n",
+       "147058  N14204    4299    EWR  DCA      43.0       199  17.0    37.0  \n",
+       "147059  N5CPAA    1635    JFK  SJU     196.0      1598  17.0    37.0  \n",
+       "147071  N929AT     620    LGA  ATL     121.0       762  17.0    56.0  \n",
+       "147073  N310DE    2042    EWR  ATL     120.0       746  18.0     2.0  \n",
+       "147074  N179JB      12    JFK  SYR      44.0       209  18.0     3.0  \n",
+       "147077  N635DL    1499    LGA  ATL     120.0       762  18.0     7.0  \n",
+       "147079  N391CA    5486    LGA  PIT      58.0       335  18.0     9.0  \n",
+       "147081  N608JB     143    JFK  PBI     160.0      1028  18.0    12.0  \n",
+       "147082  N518AA    1905    EWR  DFW     221.0      1372  18.0    13.0  \n",
+       "147085  N662DN     847    LGA  ATL     121.0       762  18.0    14.0  \n",
+       "147087  N708JB     393    LGA  MCO     149.0       950  18.0    17.0  \n",
+       "147089  N848UA     687    LGA  ORD     119.0       733  18.0    19.0  \n",
+       "147093  N316NB    1473    LGA  MEM     158.0       963  18.0    22.0  \n",
+       "147096  N13566    4373    EWR  DCA      43.0       199  18.0    26.0  \n",
+       "147097  N930XJ    3315    JFK  MSP     140.0      1029  18.0    26.0  \n",
+       "147100  N193UW    1012    LGA  CLT     102.0       544  18.0    27.0  \n",
+       "147107  N509JB     985    LGA  TPA     166.0      1010  18.0    32.0  \n",
+       "147108  N502UA     512    JFK  SFO     329.0      2586  18.0    35.0  \n",
+       "147109  N803UA     689    LGA  ORD     119.0       733  18.0    35.0  \n",
+       "147110  N958DL    2231    LGA  DTW      88.0       502  18.0    37.0  \n",
+       "147111  N622AA      85    JFK  SFO     348.0      2586  18.0    38.0  \n",
+       "147112  N370NW    2331    LGA  DTW      84.0       502  18.0    38.0  \n",
+       "147113  N8894A    4135    JFK  BWI      39.0       184  18.0    39.0  \n",
+       "147114  N3761R    1629    JFK  LAS     296.0      2248  18.0    42.0  \n",
+       "147115  N894AT     806    LGA  ATL     125.0       762  18.0    43.0  \n",
+       "147116  N5CRAA    1999    EWR  MIA     166.0      1085  18.0    43.0  \n",
+       "147117  N246LV     573    LGA  MDW     112.0       725  18.0    43.0  \n",
+       "147118  N333NW    1619    LGA  MSP     135.0      1020  18.0    44.0  \n",
+       "147119  N309US    1779    LGA  FLL     163.0      1076  18.0    44.0  \n",
+       "147121  N768SW    4490    LGA  STL     135.0       888  18.0    49.0  \n",
+       "147122  N855UA     784    EWR  PDX     329.0      2434  18.0    49.0  \n",
+       "147132  N429UA     719    EWR  BOS      49.0       200  18.0    56.0  \n",
+       "147133  N742PS    2183    LGA  DCA      43.0       214  18.0    56.0  \n",
+       "147134  N921DL    1585    LGA  MCO     149.0       950  18.0    57.0  \n",
+       "147136  N917XJ    3442    JFK  CVG     106.0       589  18.0    58.0  \n",
+       "147137  N807MQ    4479    LGA  RDU      76.0       431  18.0    58.0  \n",
+       "147139  N323AA     177    JFK  SFO     343.0      2586  18.0    59.0  \n",
+       "147140  N16703    1259    LGA  IAH     212.0      1416  19.0     1.0  \n",
+       "147145  N562JB     527    EWR  MCO     142.0       937  19.0     7.0  \n",
+       "147147  N504JB     547    EWR  PBI     159.0      1023  19.0    11.0  \n",
+       "147148  N695DL    1047    LGA  ATL     117.0       762  19.0    11.0  \n",
+       "147149  N464WN    3428    EWR  STL     132.0       872  19.0    16.0  \n",
+       "147150  N17233    1177    LGA  ORD     114.0       733  19.0    16.0  \n",
+       "147151  N757UW    2185    LGA  DCA      45.0       214  19.0    17.0  \n",
+       "147156  N928MQ    3985    JFK  CVG     101.0       589  19.0    21.0  \n",
+       "147159  N14952    4382    EWR  DTW      80.0       488  19.0    24.0  \n",
+       "147165  N15910    4104    EWR  CVG     100.0       569  19.0    30.0  \n",
+       "147166  N518MQ    4626    LGA  CMH      78.0       479  19.0    30.0  \n",
+       "147167  N207FR     797    LGA  DEN     209.0      1620  19.0    31.0  \n",
+       "147172  N296JB    1085    JFK  CLT     101.0       541  19.0    37.0  \n",
+       "147173  N631AA     575    JFK  EGE     240.0      1746  19.0    43.0  \n",
+       "147177  N630VA     413    JFK  LAX     332.0      2475  19.0    51.0  \n",
+       "147178  N228JB    1016    JFK  BOS      48.0       187  19.0    52.0  \n",
+       "147181  N776WN    2805    EWR  MSY     179.0      1167  19.0    54.0  \n",
+       "147186  N508UA     535    JFK  LAX     324.0      2475  19.0    57.0  \n",
+       "147189  N3GHAA     695    JFK  AUS     225.0      1521  20.0     3.0  \n",
+       "147191  N11165    4705    EWR  ATL     124.0       746  20.0     4.0  \n",
+       "147195  N3AEMQ    4649    LGA  MSP     135.0      1020  20.0     8.0  \n",
+       "147198  N4YNAA    2019    LGA  STL     131.0       888  20.0    10.0  \n",
+       "147200  N943AT     645    LGA  ATL     124.0       762  20.0    12.0  \n",
+       "147204  N317JB    1176    EWR  BOS      62.0       200  20.0    15.0  \n",
+       "147209  N3EYAA     269    JFK  SEA     331.0      2422  20.0    20.0  \n",
+       "147215  N15973    4086    EWR  PWM      44.0       284  20.0    29.0  \n",
+       "147216  N33203    1654    EWR  SAN       NaN      2425  20.0    30.0  \n",
+       "147221  N19554    4130    EWR  RIC      58.0       277  20.0    36.0  \n",
+       "147222  N915XJ    3443    JFK  MCI     161.0      1113  20.0    36.0  \n",
+       "147223  N5PBMQ    3730    EWR  ORD     103.0       719  20.0    36.0  \n",
+       "147226  N14568    3805    EWR  BNA     129.0       748  20.0    38.0  \n",
+       "147227  N981DL    2190    JFK  MIA     162.0      1089  20.0    38.0  \n",
+       "147231  N736MQ    4517    LGA  CRW      82.0       444  20.0    44.0  \n",
+       "147232  N3FNAA    1787    JFK  TPA     159.0      1005  20.0    45.0  \n",
+       "147235  N3ENAA     359    LGA  ORD     113.0       733  20.0    51.0  \n",
+       "147236  N831UA     463    EWR  ORD     105.0       719  20.0    52.0  \n",
+       "147238  N351NW    2019    LGA  MSP     135.0      1020  20.0    55.0  \n",
+       "147239  N739GB     962    LGA  BNA     125.0       764  20.0    56.0  \n",
+       "147240  N439AA    2075    EWR  DFW     220.0      1372  20.0    58.0  \n",
+       "147241  N737MQ    4484    LGA  BNA     131.0       764  20.0    58.0  \n",
+       "147243  N730MQ    4569    LGA  RDU      74.0       431  21.0     2.0  \n",
+       "147247  N353JB     139    JFK  RSW     187.0      1074  21.0     5.0  \n",
+       "147249  N320NB    1129    LGA  PIT      58.0       335  21.0    15.0  \n",
+       "147250  N310NW    2370    LGA  PBI     158.0      1035  21.0    15.0  \n",
+       "147251  N821UA     695    LGA  ORD     105.0       733  21.0    15.0  \n",
+       "147252  N298JB      15    JFK  FLL     165.0      1069  21.0    17.0  \n",
+       "147253  N510UA     389    JFK  SFO     327.0      2586  21.0    17.0  \n",
+       "147254  N747SA    3696    LGA  MKE     105.0       738  21.0    20.0  \n",
+       "147255  N594JB     391    LGA  MCO     151.0       950  21.0    23.0  \n",
+       "147256  N753EV    5038    LGA  BHM     139.0       866  21.0    24.0  \n",
+       "147260  N14204    4536    EWR  CVG     102.0       569  21.0    25.0  \n",
+       "147262  N716EV    5472    LGA  ORF      53.0       296  21.0    27.0  \n",
+       "147263  N17196    4258    EWR  IAD      52.0       212  21.0    28.0  \n",
+       "147266  N909DE    1485    LGA  MCO     151.0       950  21.0    36.0  \n",
+       "147267  N15986    4219    EWR  IND     106.0       645  21.0    37.0  \n",
+       "147268  N358NB    1433    LGA  RSW     169.0      1080  21.0    37.0  \n",
+       "147270  N371CA    5325    LGA  CHO      56.0       305  21.0    45.0  \n",
+       "147272  N712JB      39    JFK  PBI     160.0      1028  21.0    48.0  \n",
+       "147275  N184JB    1178    EWR  BOS      41.0       200  21.0    50.0  \n",
+       "147276  N752EV    5594    LGA  GSO      76.0       461  21.0    51.0  \n",
+       "147278  N3DUAA     791    LGA  DFW     198.0      1389  21.0    58.0  \n",
+       "147281  N8694A    4091    JFK  BWI      35.0       184  22.0     3.0  \n",
+       "147282  N956AT     354    LGA  CAK      65.0       397  22.0     7.0  \n",
+       "147283  N8696C    4277    JFK  ORF      66.0       290  22.0    11.0  \n",
+       "147285  N11189    4132    EWR  OMA     158.0      1134  22.0    13.0  \n",
+       "147286  N742PS    2191    LGA  DCA      44.0       214  22.0    19.0  \n",
+       "147287  N8888D    3650    JFK  PHL      27.0        94  22.0    20.0  \n",
+       "147288  N910XJ    3439    JFK  CVG     109.0       589  22.0    22.0  \n",
+       "147291  N179JB    1069    JFK  AUS     235.0      1521  22.0    25.0  \n",
+       "147292  N325US    1435    LGA  TPA     155.0      1010  22.0    28.0  \n",
+       "147293  N14105    4404    EWR  PVD      33.0       160  22.0    29.0  \n",
+       "147294  N11544    4700    EWR  CLT      96.0       529  22.0    29.0  \n",
+       "147295  N273JB     629    JFK  HOU     235.0      1428  22.0    29.0  \n",
+       "147296  N521MQ    3744    EWR  ORD     102.0       719  22.0    33.0  \n",
+       "147297  N11192    4206    EWR  BTV      41.0       266  22.0    36.0  \n",
+       "147298  N14977    4368    EWR  DAY      90.0       533  22.0    38.0  \n",
+       "147299  N13914    4119    EWR  RIC      57.0       277  22.0    40.0  \n",
+       "147300  N760EV    5157    LGA  CVG      98.0       585  22.0    43.0  \n",
+       "147301  N216JB     701    JFK  SJU     196.0      1598  22.0    57.0  \n",
+       "147302  N637JB      35    JFK  PBI     162.0      1028  22.0    58.0  \n",
+       "147303  N636JB     677    JFK  LAX     325.0      2475  23.0     4.0  \n",
+       "147304  N327AA     185    JFK  LAX     320.0      2475  23.0     5.0  \n",
+       "147305  N12122    5670    EWR  BWI      37.0       169  23.0    13.0  \n",
+       "147307  N766JB     399    LGA  MCO     156.0       950  23.0    21.0  \n",
+       "147312  N715JB     112    JFK  BUF      51.0       301  23.0    57.0  \n",
+       "147314  N665JB     927    EWR  MCO     148.0       937  23.0    59.0  \n",
+       "147375  N640JB     739    JFK  PSE     206.0      1617   1.0     3.0  \n",
+       "147537  N309JB    1305    JFK  IAD      52.0       228   8.0     6.0  \n",
+       "147556  N400WN     815    EWR  HOU     215.0      1411   8.0    22.0  \n",
+       "147632  N11547    4676    EWR  GRR      90.0       605   9.0    36.0  \n",
+       "147674  N11113    4107    EWR  CVG     100.0       569  10.0    27.0  \n",
+       "147683  N17115    4689    EWR  MCI     160.0      1092  10.0    42.0  \n",
+       "147709  N16559    4143    EWR  BNA     120.0       748  11.0    16.0  \n",
+       "147717  N607JB     108    JFK  BUF      57.0       301  11.0    23.0  \n",
+       "147720  N273JB     600    JFK  PWM      44.0       273  11.0    27.0  \n",
+       "147768  N511MQ    3792    JFK  DCA      53.0       213  12.0    29.0  \n",
+       "147769  N13997    4322    EWR  MKE     111.0       725  12.0    31.0  \n",
+       "147826  N807JB     523    EWR  MCO     150.0       937  13.0    38.0  \n",
+       "147860  N14974    4681    EWR  GSO      70.0       445  14.0    25.0  \n",
+       "147909  N535MQ    4577    LGA  CLT      97.0       544  15.0     4.0  \n",
+       "147914  N722MQ    4475    LGA  RDU      72.0       431  15.0     7.0  \n",
+       "147925  N371CA    4983    LGA  GSO      74.0       461  15.0    24.0  \n",
+       "148003  N14923    4372    EWR  DCA      40.0       199  16.0    21.0  \n",
+       "148048  N622AA      85    JFK  SFO     353.0      2586  16.0    59.0  \n",
+       "148055  N939MQ    4309    JFK  IND     102.0       665  17.0     2.0  \n",
+       "148086  N8EGMQ    4579    LGA  CLT      84.0       544  17.0    33.0  \n",
+       "148089  N359NW    1619    LGA  MSP     137.0      1020  17.0    34.0  \n",
+       "148093  N17115    4357    EWR  MSY     177.0      1167  17.0    38.0  \n",
+       "148106  N723MQ    4415    LGA  RDU      70.0       431  17.0    50.0  \n",
+       "148134  N507JB      36    JFK  ROC      51.0       264  18.0    21.0  \n",
+       "148151  N13914    4373    EWR  DCA      38.0       199  18.0    38.0  \n",
+       "148184  N8694A    4019    JFK  RIC      54.0       288  19.0     8.0  \n",
+       "148192  N14558    4701    EWR  BTV      44.0       266  19.0    18.0  \n",
+       "148224  N11164    4390    EWR  MCI     153.0      1092  19.0    48.0  \n",
+       "148235  N528MQ    4661    LGA  ATL     110.0       762  19.0    57.0  \n",
+       "148254  N11109    4570    EWR  GRR      90.0       605  20.0    16.0  \n",
+       "148273  N703JB      87    JFK  SLC     278.0      1990  20.0    44.0  \n",
+       "148281  N717TW    1465    JFK  SFO     330.0      2586  20.0    50.0  \n",
+       "148283  N14923    4312    EWR  DCA      45.0       199  20.0    51.0  \n",
+       "148296  N12122    4536    EWR  CVG      93.0       569  21.0     8.0  \n",
+       "148301  N11113    4509    EWR  MSY     170.0      1167  21.0    20.0  \n",
+       "148306  N387AA     543    JFK  MIA     163.0      1089  21.0    26.0  \n",
+       "148310  N709JB      39    JFK  PBI     146.0      1028  21.0    39.0  \n",
+       "148315  N735SA     184    EWR  MDW     103.0       711  21.0    48.0  \n",
+       "148324  N723MQ    4573    LGA  DTW      76.0       502  22.0     9.0  \n",
+       "148329  N4XMAA     371    LGA  ORD     110.0       733  22.0    32.0  \n",
+       "148330  N14558    4368    EWR  DAY      81.0       533  22.0    37.0  \n",
+       "148337  N14904    4206    EWR  BTV      51.0       266  23.0    15.0  \n",
+       "148338  N253WN     115    LGA  MDW     104.0       725  23.0    26.0  \n",
+       "148607  N14558    4709    EWR  STL     138.0       872   9.0    25.0  \n",
+       "148610  N391CA    5020    LGA  MEM     134.0       963   9.0    26.0  \n",
+       "148661  N333NW    1271    JFK  FLL     156.0      1069  10.0    33.0  \n",
+       "148662  N33714    1597    EWR  EGE     226.0      1725  10.0    33.0  \n",
+       "148740  N11106    4269    EWR  CHS     111.0       628  12.0     9.0  \n",
+       "148743  N16559    4221    EWR  BUF      52.0       282  12.0    17.0  \n",
+       "148776  N14198    4149    EWR  RDU      72.0       416  12.0    58.0  \n",
+       "148778  N231JB      27    JFK  TPA     143.0      1005  12.0    58.0  \n",
+       "148797  N14902    3267    EWR  BTV      47.0       266  13.0    29.0  \n",
+       "148813  N474UA     287    LGA  ORD     114.0       733  13.0    46.0  \n",
+       "148835  N608QX    5148    LGA  CVG      90.0       585  14.0    16.0  \n",
+       "148849  N3GLAA     745    LGA  DFW     191.0      1389  14.0    34.0  \n",
+       "148883  N14974    4434    EWR  MHT      46.0       209  14.0    59.0  \n",
+       "148937  N14543    4370    EWR  CHS      95.0       628  15.0    53.0  \n",
+       "148942  N16561    4687    EWR  CVG      95.0       569  15.0    54.0  \n",
+       "148972  N16987    4572    EWR  GSP      88.0       594  16.0    21.0  \n",
+       "148977  N16919    4372    EWR  DCA      41.0       199  16.0    26.0  \n",
+       "149024  N3DHAA    1467    LGA  MIA     160.0      1096  17.0     4.0  \n",
+       "149027  N13995    4684    EWR  SDF     108.0       642  17.0     7.0  \n",
+       "149033  N16546    4398    EWR  ORF      45.0       284  17.0    15.0  \n",
+       "149040  N356NW    1619    LGA  MSP     148.0      1020  17.0    19.0  \n",
+       "149054  N14923    4583    EWR  PWM      52.0       284  17.0    31.0  \n",
+       "149057  N11109    4357    EWR  MSY     163.0      1167  17.0    35.0  \n",
+       "149058  N605LR    3523    JFK  ORD     119.0       740  17.0    35.0  \n",
+       "149067  N11106    4703    EWR  GRR     111.0       605  17.0    47.0  \n",
+       "149075  N318JB    1176    EWR  BOS      50.0       200  17.0    56.0  \n",
+       "149078  N37465    1683    EWR  CLE      62.0       404  17.0    57.0  \n",
+       "149087  N333NW     161    JFK  MIA     153.0      1089  18.0     2.0  \n",
+       "149096  N13955    4202    EWR  STL     127.0       872  18.0    15.0  \n",
+       "149100  N12569    4255    EWR  ROC      46.0       246  18.0    17.0  \n",
+       "149105  N307DQ    2042    EWR  ATL     107.0       746  18.0    23.0  \n",
+       "149119  N12145    4294    EWR  SAV     102.0       708  18.0    36.0  \n",
+       "149121  N667UA     698    EWR  IAH     181.0      1400  18.0    37.0  \n",
+       "149126  N11192    3823    EWR  MSN     121.0       799  18.0    45.0  \n",
+       "149152  N585AA    1905    EWR  DFW     187.0      1372  19.0     1.0  \n",
+       "149158  N634JB     547    EWR  PBI     144.0      1023  19.0     8.0  \n",
+       "149174  N918XJ    3542    JFK  MSP     152.0      1029  19.0    17.0  \n",
+       "149180  N930XJ    3470    JFK  DTW      83.0       509  19.0    23.0  \n",
+       "149191  N731SA    3428    EWR  STL     125.0       872  19.0    34.0  \n",
+       "149200  N21130    4570    EWR  GRR      91.0       605  19.0    48.0  \n",
+       "149204  N16919    4644    EWR  CMH      74.0       463  19.0    54.0  \n",
+       "149218  N817UA     589    EWR  ORD     110.0       719  20.0    10.0  \n",
+       "149233  N454AA    2075    EWR  DFW     179.0      1372  20.0    24.0  \n",
+       "149237  N976DL    2231    LGA  DTW      79.0       502  20.0    29.0  \n",
+       "149238  N11150    4543    EWR  DSM     145.0      1017  20.0    30.0  \n",
+       "149239  N534UA     552    EWR  SEA     341.0      2402  20.0    30.0  \n",
+       "149240  N825AY    3798    JFK  CLT      77.0       541  20.0    31.0  \n",
+       "149256  N16546    4312    EWR  DCA      41.0       199  20.0    46.0  \n",
+       "149258  N16561    4663    EWR  CHS      90.0       628  20.0    47.0  \n",
+       "149261  N513MQ    3783    JFK  CMH      75.0       483  20.0    52.0  \n",
+       "149268  N589JB      21    JFK  TPA     141.0      1005  21.0     3.0  \n",
+       "149270  N370AA     543    JFK  MIA     152.0      1089  21.0     4.0  \n",
+       "149271  N301NB    1433    LGA  RSW     151.0      1080  21.0     8.0  \n",
+       "149276  N736MQ    4555    LGA  CMH      82.0       479  21.0    17.0  \n",
+       "149281  N804MQ    4423    JFK  RDU      69.0       427  21.0    23.0  \n",
+       "149285  N14174    4509    EWR  MSY     161.0      1167  21.0    30.0  \n",
+       "149287  N13956    4258    EWR  IAD      45.0       212  21.0    38.0  \n",
+       "149289  N535JB     801    JFK  FLL     152.0      1069  21.0    40.0  \n",
+       "149299  N13123    4566    EWR  ALB      32.0       143  22.0     3.0  \n",
+       "149300  N14543    4536    EWR  CVG      92.0       569  22.0    11.0  \n",
+       "149307  N14952    4682    EWR  GSP      85.0       594  22.0    31.0  \n",
+       "149309  N14542    4368    EWR  DAY      80.0       533  22.0    37.0  \n",
+       "149312  N14219    1066    EWR  BOS      39.0       200  22.0    41.0  \n",
+       "149314  N520JB     199    JFK  LAS     293.0      2248  22.0    47.0  \n",
+       "149315  N13989    4350    EWR  DCA      37.0       199  22.0    48.0  \n",
+       "149318  N29917    4404    EWR  PVD      39.0       160  22.0    53.0  \n",
+       "149319  N605JB     325    JFK  TPA     147.0      1005  22.0    53.0  \n",
+       "149320  N12175    4086    EWR  PWM      50.0       284  23.0     2.0  \n",
+       "149321  N316JB     701    JFK  SJU     205.0      1598  23.0     4.0  \n",
+       "149324  N298JB     104    JFK  BUF      61.0       301  23.0    22.0  \n",
+       "149328  N351JB     608    JFK  PWM      49.0       273  23.0    53.0  \n",
+       "149332  N273JB     515    EWR  FLL     135.0      1065   0.0    46.0  \n",
+       "149542  N14974    4471    EWR  CLT      75.0       529   8.0    51.0  \n",
+       "149543  N19966    4381    EWR  PIT      59.0       319   8.0    51.0  \n",
+       "149569  N12126    4532    EWR  CHS      88.0       628   9.0     4.0  \n",
+       "149570  N68453    1107    EWR  BOS      39.0       200   9.0     6.0  \n",
+       "149592  N4YRAA     313    LGA  ORD     125.0       733   9.0    32.0  \n",
+       "149649  N3DHAA     717    LGA  DFW     191.0      1389  10.0    51.0  \n",
+       "149653  N14125    4689    EWR  MCI     164.0      1092  10.0    56.0  \n",
+       "149713  N12175    4322    EWR  MKE     130.0       725  12.0     3.0  \n",
+       "149731  N12924    4149    EWR  RDU      65.0       416  12.0    42.0  \n",
+       "149741  N11119    4138    EWR  MSP     175.0      1008  12.0    52.0  \n",
+       "149753  N354AA     179    JFK  SFO     368.0      2586  13.0     7.0  \n",
+       "149783  N14974    4693    EWR  PVD      32.0       160  13.0    51.0  \n",
+       "149794  N712JB      85    JFK  FLL     144.0      1069  14.0     1.0  \n",
+       "149802  N12126    4129    EWR  DCA      39.0       199  14.0    17.0  \n",
+       "149818  N712EV    5148    LGA  CVG      93.0       585  14.0    38.0  \n",
+       "149845  N836AS    5712    JFK  IAD      47.0       228  14.0    58.0  \n",
+       "149850  N17138    4612    EWR  MSP     182.0      1008  14.0    59.0  \n",
+       "149860  N828UA     292    EWR  IAH     186.0      1400  15.0     4.0  \n",
+       "149867  N784JB    1783    JFK  MCO     130.0       944  15.0    12.0  \n",
+       "149869  N14177    4681    EWR  GSO      70.0       445  15.0    14.0  \n",
+       "149890  N796JB     615    JFK  JAX     107.0       828  15.0    30.0  \n",
+       "149908  N198JB     347    JFK  SRQ     146.0      1041  15.0    45.0  \n",
+       "149911  N13988    4517    EWR  DTW     100.0       488  15.0    47.0  \n",
+       "149917  N17146    4687    EWR  CVG      96.0       569  15.0    56.0  \n",
+       "149933  N12567    3837    EWR  IND     109.0       645  16.0     4.0  \n",
+       "149976  N14923    4323    EWR  RDU      66.0       416  16.0    42.0  \n",
+       "149986  N16954    4088    EWR  ALB      34.0       143  16.0    53.0  \n",
+       "150001  N10575    4572    EWR  GSP      90.0       594  17.0     7.0  \n",
+       "150002  N14179    4703    EWR  GRR     103.0       605  17.0     8.0  \n",
+       "150024  N910DE    2098    LGA  MIA     142.0      1096  17.0    25.0  \n",
+       "150039  N14125    4357    EWR  MSY     163.0      1167  17.0    39.0  \n",
+       "150051  N17159    4583    EWR  PWM      50.0       284  17.0    54.0  \n",
+       "150052  N563JB     143    JFK  PBI     128.0      1028  17.0    54.0  \n",
+       "150072  N12126    4411    EWR  MEM     143.0       946  18.0     8.0  \n",
+       "150078  N3EPAA     257    JFK  LAS     328.0      2248  18.0    14.0  \n",
+       "150093  N594JB      36    JFK  ROC      56.0       264  18.0    29.0  \n",
+       "150098  N14543    4382    EWR  DTW     106.0       488  18.0    33.0  \n",
+       "150105  N13161    4562    EWR  RIC      48.0       277  18.0    42.0  \n",
+       "150108  N504MQ    3695    EWR  ORD     144.0       719  18.0    47.0  \n",
+       "150135  N338AA     177    JFK  SFO     376.0      2586  19.0    12.0  \n",
+       "150136  N5CKAA    1999    EWR  MIA     138.0      1085  19.0    12.0  \n",
+       "150174  N11150    5679    EWR  MCI     186.0      1092  19.0    47.0  \n",
+       "150176  N534JB     989    JFK  FLL     134.0      1069  19.0    48.0  \n",
+       "150188  N357NB     706    JFK  AUS     212.0      1521  20.0     2.0  \n",
+       "150198  N13997    4701    EWR  BTV      54.0       266  20.0    12.0  \n",
+       "150202  N12564    3805    EWR  BNA     118.0       748  20.0    16.0  \n",
+       "150212  N33714    1144    EWR  IAH     184.0      1400  20.0    21.0  \n",
+       "150220  N14907    4202    EWR  STL     145.0       872  20.0    32.0  \n",
+       "150228  N11181    4644    EWR  CMH      76.0       463  20.0    45.0  \n",
+       "150229  N14991    4153    EWR  CLT      81.0       529  20.0    46.0  \n",
+       "150232  N19966    4312    EWR  DCA      36.0       199  20.0    47.0  \n",
+       "150233  N14573    4131    EWR  RIC      48.0       277  20.0    47.0  \n",
+       "150252  N14923    4086    EWR  PWM      52.0       284  21.0     4.0  \n",
+       "150253  N12175    4204    EWR  OKC     202.0      1325  21.0     4.0  \n",
+       "150254  N17146    4663    EWR  CHS      86.0       628  21.0     8.0  \n",
+       "150256  N826UA     554    EWR  ORD     126.0       719  21.0    14.0  \n",
+       "150269  N910XJ    3525    JFK  ORD     135.0       740  21.0    43.0  \n",
+       "150271  N16951    4682    EWR  GSP      90.0       594  21.0    45.0  \n",
+       "150273  N13989    5681    EWR  RDU      65.0       416  21.0    59.0  \n",
+       "150274  N796JB     801    JFK  FLL     140.0      1069  21.0    59.0  \n",
+       "150278  N11187    4132    EWR  OMA     178.0      1134  22.0     7.0  \n",
+       "150282  N570JB    1020    JFK  BOS      43.0       187  22.0    17.0  \n",
+       "150287  N17159    4368    EWR  DAY      90.0       533  22.0    24.0  \n",
+       "150288  N16987    4700    EWR  CLT      79.0       529  22.0    25.0  \n",
+       "150291  N13969    4570    EWR  GRR     111.0       605  22.0    40.0  \n",
+       "150299  N13997    4353    EWR  ORF      47.0       284  23.0    53.0  \n",
+       "150311  N239JB     128    JFK  BTV      47.0       266   0.0    57.0  \n",
+       "150445  N760JB     987    JFK  MCO     132.0       944   8.0    15.0  \n",
+       "150475  N16911    4219    EWR  DTW     111.0       488   8.0    45.0  \n",
+       "150526  N910DE    1879    LGA  FLL     156.0      1076   9.0    37.0  \n",
+       "150537  N580UA     752    EWR  FLL     160.0      1065   9.0    53.0  \n",
+       "150568  N7ASAA     647    JFK  MIA     141.0      1089  10.0    44.0  \n",
+       "150580  N392DA     181    LGA  DTW      95.0       502  11.0     8.0  \n",
+       "150588  N550UA     470    EWR  TPA     139.0       997  11.0    14.0  \n",
+       "150605  N760EV    5485    LGA  PBI     148.0      1035  11.0    40.0  \n",
+       "150705  N279JB      32    JFK  ROC      57.0       264  14.0    11.0  \n",
+       "150710  N15910    5913    EWR  BOS      38.0       200  14.0    20.0  \n",
+       "150715  N587JB     377    LGA  FLL     159.0      1076  14.0    26.0  \n",
+       "150735  N16976    3826    EWR  ATL     118.0       746  14.0    54.0  \n",
+       "150798  N334JB     119    JFK  MSY     174.0      1182  15.0    54.0  \n",
+       "150823  N753EV    4975    EWR  MSP     158.0      1008  16.0    16.0  \n",
+       "150826  N267JB     347    JFK  SRQ     156.0      1041  16.0    20.0  \n",
+       "150832  N14923    4372    EWR  DCA      48.0       199  16.0    25.0  \n",
+       "150833  N937DL    1819    LGA  MSP     164.0      1020  16.0    25.0  \n",
+       "150846  N519AA    2223    LGA  STL     150.0       888  16.0    46.0  \n",
+       "150863  N8903A    4147    JFK  IND     120.0       665  17.0     4.0  \n",
+       "150892  N12921    4369    EWR  BOS      38.0       200  17.0    32.0  \n",
+       "150894  N789JB     393    LGA  MCO     136.0       950  17.0    34.0  \n",
+       "150901  N668AW     678    EWR  PHX     315.0      2133  17.0    44.0  \n",
+       "150906  N667UA     684    EWR  IAH     198.0      1400  17.0    57.0  \n",
+       "150912  N18556    4300    EWR  RIC      64.0       277  18.0     2.0  \n",
+       "150914  N580UA     533    EWR  SEA     348.0      2402  18.0     3.0  \n",
+       "150915  N910DE    2079    LGA  FLL     158.0      1076  18.0     4.0  \n",
+       "150917  N15555    4411    EWR  MEM     154.0       946  18.0    10.0  \n",
+       "150926  N179JB      15    JFK  FLL     151.0      1069  18.0    17.0  \n",
+       "150927  N588JB     985    LGA  TPA     146.0      1010  18.0    17.0  \n",
+       "150938  N568JB      74    JFK  BTV      47.0       266  18.0    32.0  \n",
+       "150946  N19136    1712    EWR  IAH     197.0      1400  18.0    38.0  \n",
+       "150947  N364NW     884    LGA  DEN     246.0      1620  18.0    46.0  \n",
+       "150950  N457UA     508    EWR  FLL     148.0      1065  18.0    48.0  \n",
+       "150980  N559JB     143    JFK  PBI     135.0      1028  19.0    22.0  \n",
+       "150996  N312US    1779    LGA  FLL     148.0      1076  19.0    51.0  \n",
+       "151008  N722EV    5602    LGA  BUF      52.0       292  20.0     5.0  \n",
+       "151017  N579UA     552    EWR  SEA     339.0      2402  20.0    17.0  \n",
+       "151034  N23707    1170    EWR  BOS      39.0       200  20.0    46.0  \n",
+       "151047  N489UA     299    EWR  PHX     320.0      2133  21.0    22.0  \n",
+       "151048  N3FXAA    1762    JFK  BOS      40.0       187  21.0    23.0  \n",
+       "151050  N556UA     296    EWR  MIA     153.0      1085  21.0    34.0  \n",
+       "151051  N935XJ    3470    JFK  DTW      93.0       509  21.0    35.0  \n",
+       "151069  N14125    4206    EWR  BTV      42.0       266  23.0     7.0  \n",
+       "151077  N583JB     112    JFK  BUF      56.0       301   0.0    17.0  \n",
+       "151081  N929DL    1247    LGA  ATL     112.0       762   0.0    57.0  \n",
+       "151242  N368NB     807    EWR  ATL     118.0       746   8.0    49.0  \n",
+       "151328  N707TW     120    JFK  LAX     350.0      2475  10.0    32.0  \n",
+       "151332  N354JB      20    JFK  ROC      59.0       264  10.0    44.0  \n",
+       "151335  N15973    4711    EWR  STL     155.0       872  10.0    49.0  \n",
+       "151364  N428UA     649    EWR  CLE      74.0       404  11.0    23.0  \n",
+       "151374  N848VA      23    JFK  SFO     394.0      2586  11.0    37.0  \n",
+       "151403  N75432    1294    EWR  MIA     157.0      1085  12.0     8.0  \n",
+       "151427  N369NB    1875    LGA  TPA     153.0      1010  12.0    50.0  \n",
+       "151541  N354JB    1006    JFK  BOS      39.0       187  14.0    58.0  \n",
+       "151556  N564JB     505    EWR  FLL     155.0      1065  15.0     9.0  \n",
+       "151620  N14125    4181    EWR  MCI     187.0      1092  16.0     4.0  \n",
+       "151634  N540UW     720    EWR  CLT      84.0       529  16.0    13.0  \n",
+       "151639  N8587E    4357    JFK  ORF      61.0       290  16.0    17.0  \n",
+       "151697  N14148    4539    EWR  ORF      57.0       284  17.0    22.0  \n",
+       "151699  N5CSAA    1635    JFK  SJU     180.0      1598  17.0    24.0  \n",
+       "151731  N12921    4411    EWR  MEM     155.0       946  17.0    46.0  \n",
+       "151732  N13992    4702    EWR  GSO      78.0       445  17.0    47.0  \n",
+       "151761  N8492C    4105    JFK  IAD      52.0       228  18.0    15.0  \n",
+       "151841  N989DL    1231    LGA  DTW      93.0       502  19.0    32.0  \n",
+       "151887  N623JB     711    JFK  LAS     322.0      2248  20.0    19.0  \n",
+       "151900  N991DL    1854    LGA  FLL     170.0      1076  20.0    33.0  \n",
+       "151921  N12221    1654    EWR  SAN     355.0      2425  21.0     0.0  \n",
+       "151928  N17984    3818    EWR  TYS     105.0       631  21.0     7.0  \n",
+       "151929  N14148    4258    EWR  IAD      45.0       212  21.0    10.0  \n",
+       "151951  N11184    4132    EWR  OMA     183.0      1134  21.0    58.0  \n",
+       "151955  N16170    4543    EWR  DSM     167.0      1017  22.0     8.0  \n",
+       "151956  N14920    3817    EWR  SDF     114.0       642  22.0     8.0  \n",
+       "151958  N18114    4312    EWR  DCA      42.0       199  22.0     9.0  \n",
+       "151959  N16981    5681    EWR  RDU      75.0       416  22.0    11.0  \n",
+       "151961  N573UA     794    EWR  FLL     151.0      1065  22.0    21.0  \n",
+       "151963  N11548    4404    EWR  PVD      29.0       160  22.0    26.0  \n",
+       "151969  N12172    4206    EWR  BTV      48.0       266  22.0    49.0  \n",
+       "151972  N14125    5670    EWR  BWI      37.0       169  23.0     2.0  \n",
+       "151973  N14105    4700    EWR  CLT      89.0       529  23.0     8.0  \n",
+       "151974  N927DA    2119    LGA  MSP     167.0      1020  23.0    21.0  \n",
+       "151984  N760JB      97    JFK  DEN     234.0      1626   0.0     1.0  \n",
+       "151985  N675DL     947    LGA  ATL     126.0       762   0.0     2.0  \n",
+       "151986  N805JB      11    JFK  FLL     158.0      1069   0.0    11.0  \n",
+       "151987  N16559    4543    EWR  DSM     160.0      1017   0.0    14.0  \n",
+       "151988  N841AY    3798    JFK  CLT      90.0       541   0.0    14.0  \n",
+       "151989  N505JB     325    JFK  TPA     163.0      1005   0.0    20.0  \n",
+       "151991  N24128    5670    EWR  BWI      39.0       169   0.0    24.0  \n",
+       "151992  N15986    4258    EWR  IAD      41.0       212   0.0    24.0  \n",
+       "151993  N16999    4206    EWR  BTV      49.0       266   0.0    28.0  \n",
+       "151994  N12996    4312    EWR  DCA      46.0       199   0.0    29.0  \n",
+       "151996  N928XJ    3395    JFK  DCA      46.0       213   0.0    32.0  \n",
+       "151997  N472WN    3696    LGA  MKE     112.0       738   0.0    34.0  \n",
+       "151998  N623JB     112    JFK  BUF      58.0       301   0.0    43.0  \n",
+       "151999  N588UA     316    EWR  TPA     150.0       997   0.0    48.0  \n",
+       "152000  N316JB     515    EWR  FLL     159.0      1065   0.0    49.0  \n",
+       "152001  N8495B    3650    JFK  PHL      32.0        94   0.0    50.0  \n",
+       "152002  N335NW    2155    LGA  PWM      41.0       269   1.0     0.0  \n",
+       "152003  N16976    4700    EWR  CLT      98.0       529   1.0     2.0  \n",
+       "152004  N19554    4153    EWR  CLT      97.0       529   1.0     4.0  \n",
+       "152005  N249JB    1178    EWR  BOS      62.0       200   1.0     8.0  \n",
+       "152006  N294JB     608    JFK  PWM      45.0       273   1.0    22.0  \n",
+       "152007  N328NW    2370    LGA  PBI     152.0      1035   1.0    46.0  \n",
+       "152008  N508JB     739    JFK  PSE     193.0      1617   1.0    46.0  \n",
+       "152009  N11547    4404    EWR  PVD      27.0       160   2.0     0.0  \n",
+       "152010  N920AT     354    LGA  CAK      66.0       397   2.0     1.0  \n",
+       "152011  N417WN     115    LGA  MDW     113.0       725   2.0     3.0  \n",
+       "152140  N12900    4381    EWR  PIT      63.0       319   7.0    40.0  \n",
+       "152143  N536UA     387    EWR  LAX       NaN      2454   7.0    42.0  \n",
+       "152170  N18120    4241    EWR  DCA       NaN       199   8.0     4.0  \n",
+       "152228  N16911    3828    EWR  ATL     126.0       746   8.0    49.0  \n",
+       "152267  N11539    4600    EWR  MEM     168.0       946   9.0    23.0  \n",
+       "152312  N624AG    2363    JFK  LAX     335.0      2475  10.0    20.0  \n",
+       "152328  N459WN    2074    LGA  MDW     119.0       725  10.0    47.0  \n",
+       "152350  N833AS    5711    JFK  IAD      46.0       228  11.0    16.0  \n",
+       "152358  N592JB    1101    JFK  FLL     164.0      1069  11.0    24.0  \n",
+       "152397  N391CA    5134    EWR  DTW      83.0       488  12.0     5.0  \n",
+       "152401  N16541    4269    EWR  CHS     105.0       628  12.0    16.0  \n",
+       "152404  N825AS    5736    LGA  IAD      49.0       229  12.0    20.0  \n",
+       "152406  N761ND    5277    EWR  MSP     158.0      1008  12.0    27.0  \n",
+       "152408  N4YCAA    1589    EWR  DFW     207.0      1372  12.0    30.0  \n",
+       "152410  N11547    4221    EWR  BUF      49.0       282  12.0    33.0  \n",
+       "152462  N14204    3257    EWR  JAX     125.0       820  13.0    32.0  \n",
+       "152477  N231WN    3839    EWR  MDW     113.0       711  13.0    50.0  \n",
+       "152485  N22971    4106    EWR  BNA     122.0       748  13.0    59.0  \n",
+       "152505  N559JB    1065    JFK  AUS     229.0      1521  14.0    38.0  \n",
+       "152524  N76064      15    EWR  HNL     654.0      4963  14.0    50.0  \n",
+       "152531  N12160    4118    EWR  BDL      21.0       116  14.0    56.0  \n",
+       "152556  N16963    3837    EWR  IND     114.0       645  15.0    21.0  \n",
+       "152561  N16911    4088    EWR  ALB      28.0       143  15.0    25.0  \n",
+       "152564  N27200    4100    EWR  MEM     154.0       946  15.0    27.0  \n",
+       "152575  N920AT     357    LGA  ATL       NaN       762  15.0    33.0  \n",
+       "152584  N14991    3823    EWR  MSN     127.0       799  15.0    44.0  \n",
+       "152624  N820AS    5766    LGA  IAD      57.0       229  16.0    12.0  \n",
+       "152628  N943DL    2079    LGA  FLL     163.0      1076  16.0    23.0  \n",
+       "152641  N12172    3810    EWR  JAX     123.0       820  16.0    35.0  \n",
+       "152650  N828AS    5712    JFK  IAD      53.0       228  16.0    40.0  \n",
+       "152661  N723MQ    4447    LGA  RDU      78.0       431  16.0    48.0  \n",
+       "152663  N8492C    4135    JFK  BWI      36.0       184  16.0    51.0  \n",
+       "152686  N15980    4352    EWR  CVG     105.0       569  17.0    21.0  \n",
+       "152690  N901DE    1902    LGA  PBI     150.0      1035  17.0    23.0  \n",
+       "152691  N554AA     341    LGA  ORD     128.0       733  17.0    23.0  \n",
+       "152693  N501MJ    3788    LGA  IAD      47.0       229  17.0    25.0  \n",
+       "152704  N324JB     917    JFK  ORD     136.0       740  17.0    30.0  \n",
+       "152713  N8423C    3968    JFK  PHL      47.0        94  17.0    39.0  \n",
+       "152719  N638JB     143    JFK  PBI     150.0      1028  17.0    49.0  \n",
+       "152728  N14173    4705    EWR  ATL       NaN       746  18.0     0.0  \n",
+       "152734  N8790A    4178    JFK  ROC      53.0       264  18.0     6.0  \n",
+       "152752  N337NB    1473    LGA  MEM     148.0       963  18.0    25.0  \n",
+       "152754  N21197    4562    EWR  RIC      56.0       277  18.0    27.0  \n",
+       "152762  N949DL    2231    LGA  DTW      85.0       502  18.0    35.0  \n",
+       "152765  N3730B    1387    JFK  DEN     229.0      1626  18.0    43.0  \n",
+       "152787  N956AT     806    LGA  ATL     123.0       762  19.0    10.0  \n",
+       "152790  N590JB     217    JFK  LGB     350.0      2465  19.0    14.0  \n",
+       "152791  N725MQ    4484    LGA  BNA     129.0       764  19.0    15.0  \n",
+       "152796  N14568    4701    EWR  BTV      44.0       266  19.0    19.0  \n",
+       "152799  N251WN    3872    EWR  MDW     116.0       711  19.0    21.0  \n",
+       "152805  N920XJ    3442    JFK  CVG     100.0       589  19.0    30.0  \n",
+       "152807  N285WN    2805    EWR  MSY     178.0      1167  19.0    40.0  \n",
+       "152808  N758US    2185    LGA  DCA      49.0       214  19.0    41.0  \n",
+       "152811  N231WN     962    LGA  BNA     126.0       764  19.0    48.0  \n",
+       "152815  N14993    4570    EWR  GRR      96.0       605  19.0    49.0  \n",
+       "152819  N336NB    2131    LGA  DTW      87.0       502  19.0    56.0  \n",
+       "152820  N340NB    2331    LGA  DTW       NaN       502  20.0     0.0  \n",
+       "152821  N87513    1177    LGA  ORD     113.0       733  20.0     1.0  \n",
+       "152822  N926DL    2391    JFK  TPA     147.0      1005  20.0     3.0  \n",
+       "152830  N520MQ    4674    LGA  CLE      69.0       419  20.0    29.0  \n",
+       "152832  N991DL    1485    LGA  MCO     140.0       950  20.0    37.0  \n",
+       "152834  N3DDAA     791    LGA  DFW     221.0      1389  20.0    40.0  \n",
+       "152835  N929DL    1854    LGA  FLL     158.0      1076  20.0    41.0  \n",
+       "152836  N8560F    4091    JFK  BWI      42.0       184  20.0    42.0  \n",
+       "152837  N365NB    1097    JFK  MSY     173.0      1182  20.0    42.0  \n",
+       "152839  N500MQ    3783    JFK  CMH       NaN       483  20.0    45.0  \n",
+       "152840  N374NW    1715    LGA  MSY     175.0      1183  20.0    49.0  \n",
+       "152841  N3751B      83    JFK  FLL     160.0      1069  20.0    49.0  \n",
+       "152845  N407UA     390    EWR  DEN     226.0      1605  21.0     7.0  \n",
+       "152846  N750EV    5038    LGA  BHM     137.0       866  21.0     8.0  \n",
+       "152849  N13992    4644    EWR  CMH      78.0       463  21.0    13.0  \n",
+       "152851  N78509    1416    EWR  AUS     236.0      1504  21.0    13.0  \n",
+       "152852  N850UA     626    EWR  ORD     110.0       719  21.0    15.0  \n",
+       "152854  N302DQ     926    EWR  ATL     123.0       746  21.0    16.0  \n",
+       "152856  N854UA     524    EWR  IAH     224.0      1400  21.0    18.0  \n",
+       "152857  N959UW    2142    LGA  BOS      38.0       184  21.0    19.0  \n",
+       "152859   N1603     951    JFK  ATL     120.0       760  21.0    20.0  \n",
+       "152861  N13908    3805    EWR  BNA     135.0       748  21.0    23.0  \n",
+       "152862  N16170    4333    EWR  TUL     189.0      1215  21.0    28.0  \n",
+       "152863  N824UA     784    EWR  PDX     347.0      2434  21.0    28.0  \n",
+       "152864  N37290    1292    EWR  FLL       NaN      1065  21.0    29.0  \n",
+       "152865  N303DQ    2042    EWR  ATL     119.0       746  21.0    30.0  \n",
+       "152866  N674DL    1499    LGA  ATL     124.0       762  21.0    31.0  \n",
+       "152867  N633DL       6    JFK  SLC     276.0      1990  21.0    34.0  \n",
+       "152868  N16981    4536    EWR  CVG      97.0       569  21.0    35.0  \n",
+       "152869  N3EUAA    1787    JFK  TPA     161.0      1005  21.0    35.0  \n",
+       "152870  N336NW    1435    LGA  TPA     152.0      1010  21.0    36.0  \n",
+       "152871  N11192    4131    EWR  RIC      57.0       277  21.0    36.0  \n",
+       "152872  N454UA     686    EWR  MCO     139.0       937  21.0    40.0  \n",
+       "152874  N958AT     645    LGA  ATL       NaN       762  21.0    47.0  \n",
+       "152875  N8665A    3899    JFK  CLE      77.0       425  21.0    47.0  \n",
+       "152876  N322US     985    JFK  BOS      43.0       187  21.0    47.0  \n",
+       "152877  N12135    4509    EWR  MSY     188.0      1167  21.0    48.0  \n",
+       "152878  N15710    1680    EWR  MIA       NaN      1085  21.0    49.0  \n",
+       "152879  N14180    4132    EWR  OMA     168.0      1134  21.0    54.0  \n",
+       "152880  N21129    4204    EWR  OKC     215.0      1325  21.0    55.0  \n",
+       "152883  N0EGMQ    4662    LGA  ATL     126.0       762  22.0     2.0  \n",
+       "152885  N16541    4672    EWR  STL     147.0       872  22.0     8.0  \n",
+       "152887  N807JB     399    LGA  MCO     139.0       950  22.0    11.0  \n",
+       "152888  N33292    1635    EWR  BOS      44.0       200  22.0    11.0  \n",
+       "152889  N589AA     371    LGA  ORD     116.0       733  22.0    13.0  \n",
+       "152890  N503MQ    4584    LGA  CLT      93.0       544  22.0    13.0  \n",
+       "152891  N637JB      39    JFK  PBI     148.0      1028  22.0    15.0  \n",
+       "152892  N557UA     771    JFK  LAX     354.0      2475  22.0    20.0  \n",
+       "152893  N913XJ    3444    JFK  RDU      70.0       427  22.0    22.0  \n",
+       "152894  N3CBAA    1762    JFK  BOS      42.0       187  22.0    23.0  \n",
+       "152895  N14905    3817    EWR  SDF     115.0       642  22.0    24.0  \n",
+       "152896  N24212    1071    EWR  BQN     190.0      1585  22.0    26.0  \n",
+       "152897  N824MQ    4423    JFK  RDU      78.0       427  22.0    29.0  \n",
+       "152898  N319NB    1433    LGA  RSW     165.0      1080  22.0    36.0  \n",
+       "152899  N29917    4326    EWR  CLT      95.0       529  22.0    39.0  \n",
+       "152900  N908XJ    3340    JFK  JAX     128.0       828  22.0    46.0  \n",
+       "152902  N827UA     852    EWR  IAH     221.0      1400  22.0    47.0  \n",
+       "152903  N527UA     552    EWR  SEA     318.0      2402  22.0    51.0  \n",
+       "152904  N526MQ    3744    EWR  ORD     108.0       719  22.0    52.0  \n",
+       "152905  N338AA     185    JFK  LAX     344.0      2475  22.0    58.0  \n",
+       "152906  N586JB     801    JFK  FLL     162.0      1069  23.0     0.0  \n",
+       "152907  N265JB     701    JFK  SJU     188.0      1598  23.0     4.0  \n",
+       "152909  N4YAAA    2075    EWR  DFW     226.0      1372  23.0     8.0  \n",
+       "152910  N754UW    2191    LGA  DCA      43.0       214  23.0    11.0  \n",
+       "152911  N12563    4119    EWR  RIC      57.0       277  23.0    12.0  \n",
+       "152912  N3736C    1729    JFK  LAS     326.0      2248  23.0    13.0  \n",
+       "152914  N629JB     199    JFK  LAS     322.0      2248  23.0    17.0  \n",
+       "152915  N642VA     415    JFK  LAX     366.0      2475  23.0    17.0  \n",
+       "152916  N906XJ    3525    JFK  ORD     118.0       740  23.0    20.0  \n",
+       "152917  N523JB     383    LGA  FLL     169.0      1076  23.0    29.0  \n",
+       "152918  N914XJ    3443    JFK  MCI     171.0      1113  23.0    38.0  \n",
+       "152919  N25134    4368    EWR  DAY      97.0       533  23.0    40.0  \n",
+       "152921  N764US    2189    LGA  DCA      46.0       214  23.0    45.0  \n",
+       "152922  N354JB      30    JFK  ROC      55.0       264  23.0    53.0  \n",
+       "152923  N610DL    1047    LGA  ATL     121.0       762  23.0    54.0  \n",
+       "152924  N15555    5681    EWR  RDU      71.0       416  23.0    57.0  \n",
+       "152965  N228JB      30    JFK  ROC      54.0       264   0.0     1.0  \n",
+       "152967  N247JB     515    EWR  FLL     151.0      1065   0.0    59.0  \n",
+       "152968  N17984    4543    EWR  DSM     155.0      1017   1.0    10.0  \n",
+       "153066  N391CA    5068    EWR  DTW      81.0       488   7.0    29.0  \n",
+       "153070  N190UW    1507    EWR  CLT     105.0       529   7.0    33.0  \n",
+       "153079  N591JB     507    EWR  FLL     174.0      1065   7.0    45.0  \n",
+       "153089  N751UW     829    JFK  CLT      94.0       541   7.0    55.0  \n",
+       "153116  N14173    4381    EWR  PIT      74.0       319   8.0    25.0  \n",
+       "153137  N21154    4120    EWR  MSP     146.0      1008   8.0    36.0  \n",
+       "153150  N14953    4344    EWR  DTW      87.0       488   8.0    45.0  \n",
+       "153166  N14568    4099    EWR  STL     146.0       872   8.0    57.0  \n",
+       "153185  N600QX    4901    EWR  MSP     138.0      1008   9.0     9.0  \n",
+       "153186  N16987    3828    EWR  ATL     128.0       746   9.0     9.0  \n",
+       "153187  N719MQ    4534    LGA  XNA     195.0      1147   9.0     9.0  \n",
+       "153192  N17984    4157    EWR  OMA     169.0      1134   9.0    12.0  \n",
+       "153201  N640JB     901    JFK  FLL     165.0      1069   9.0    23.0  \n",
+       "153211  N16999    4532    EWR  CHS     118.0       628   9.0    36.0  \n",
+       "153220  N947UW    2118    LGA  BOS      65.0       184   9.0    51.0  \n",
+       "153232  N332NW    1271    JFK  FLL     171.0      1069  10.0     0.0  \n",
+       "153239  N15980    4107    EWR  CVG     110.0       569  10.0    12.0  \n",
+       "153245  N16963    4409    EWR  RIC      59.0       277  10.0    17.0  \n",
+       "153253  N12540    4297    EWR  DTW      85.0       488  10.0    42.0  \n",
+       "153266  N455UA     309    EWR  FLL     189.0      1065  10.0    55.0  \n",
+       "153286  N625SW    1809    LGA  MKE     108.0       738  11.0    24.0  \n",
+       "153296  N11176    4298    EWR  CHS     105.0       628  11.0    38.0  \n",
+       "153299  N16954    4662    EWR  RDU      83.0       416  11.0    44.0  \n",
+       "153307  N17245    1214    LGA  IAH     232.0      1416  11.0    56.0  \n",
+       "153317  N81449     109    EWR  LAS     313.0      2227  12.0     3.0  \n",
+       "153323  N684DA    1647    LGA  ATL     123.0       762  12.0     8.0  \n",
+       "153332  N7734H     292    LGA  BNA     127.0       764  12.0    22.0  \n",
+       "153348  N517JB       1    JFK  FLL     162.0      1069  12.0    48.0  \n",
+       "153358  N16911    4322    EWR  MKE     111.0       725  13.0     1.0  \n",
+       "153362  N709EV    4948    LGA  PWM      46.0       269  13.0     7.0  \n",
+       "153364  N328NW    1174    LGA  PBI     152.0      1035  13.0    11.0  \n",
+       "153380  N16918    3257    EWR  JAX     132.0       820  13.0    31.0  \n",
+       "153381  N12564    4286    EWR  RIC      65.0       277  13.0    32.0  \n",
+       "153382  N13969    4121    EWR  ROC      42.0       246  13.0    32.0  \n",
+       "153389  N436UA     380    LGA  IAH     224.0      1416  13.0    42.0  \n",
+       "153403  N720EV    4950    EWR  ATL     118.0       746  14.0    14.0  \n",
+       "153404  N16963    3267    EWR  BTV      44.0       266  14.0    14.0  \n",
+       "153409  N13964    4681    EWR  GSO      83.0       445  14.0    20.0  \n",
+       "153424  N36447    1708    EWR  SJU     219.0      1608  14.0    34.0  \n",
+       "153426  N657JB     377    LGA  FLL     164.0      1076  14.0    37.0  \n",
+       "153431  N487UA     617    EWR  DFW     218.0      1372  14.0    45.0  \n",
+       "153434  N13550    4434    EWR  MHT      40.0       209  14.0    50.0  \n",
+       "153442  N13965    4155    EWR  BDL      22.0       116  14.0    55.0  \n",
+       "153446  N14904    4628    EWR  STL     146.0       872  14.0    56.0  \n",
+       "153456  N591JB     505    EWR  FLL     174.0      1065  15.0     3.0  \n",
+       "153464  N0EGMQ    4577    LGA  CLT     106.0       544  15.0     5.0  \n",
+       "153498  N27733    1528    EWR  CLE      71.0       404  15.0    42.0  \n",
+       "153499  N16987    3826    EWR  ATL     127.0       746  15.0    43.0  \n",
+       "153506  N358NW    1705    LGA  MSY     192.0      1183  15.0    52.0  \n",
+       "153520  N718EV    4975    EWR  MSP     143.0      1008  15.0    59.0  \n",
+       "153527  N638JB      63    JFK  TPA     160.0      1005  16.0     5.0  \n",
+       "153528  N36915    4372    EWR  DCA      46.0       199  16.0     6.0  \n",
+       "153534  N655JB    1161    LGA  PBI     157.0      1035  16.0    11.0  \n",
+       "153537  N12922    4572    EWR  GSP     108.0       594  16.0    17.0  \n",
+       "153538  N947DL    1902    LGA  PBI     152.0      1035  16.0    18.0  \n",
+       "153567  N12996    4517    EWR  DTW      82.0       488  16.0    40.0  \n",
+       "153571  N506AA     883    EWR  DFW     228.0      1372  16.0    43.0  \n",
+       "153572  N12900    4534    EWR  MKE     112.0       725  16.0    44.0  \n",
+       "153587  N715JB     153    JFK  MCO     150.0       944  16.0    58.0  \n",
+       "153596  N16571    5968    LGA  IAD      54.0       229  17.0    14.0  \n",
+       "153597  N807MQ    4403    JFK  RDU      77.0       427  17.0    14.0  \n",
+       "153598  N906AT     721    LGA  CAK      68.0       397  17.0    17.0  \n",
+       "153599  N8577D    3968    JFK  PHL      31.0        94  17.0    17.0  \n",
+       "153601  N13969    4684    EWR  SDF     120.0       642  17.0    19.0  \n",
+       "153622  N273AT     620    LGA  ATL     123.0       762  17.0    34.0  \n",
+       "153631  N600QX    5486    LGA  PIT      61.0       335  17.0    40.0  \n",
+       "153633  N369NW    1619    LGA  MSP     141.0      1020  17.0    42.0  \n",
+       "153634  N12921    4398    EWR  ORF      55.0       284  17.0    42.0  \n",
+       "153640  N332NW     161    JFK  MIA     156.0      1089  17.0    49.0  \n",
+       "153641  N709EV    4983    LGA  GSO      78.0       461  17.0    49.0  \n",
+       "153642  N909EV    5746    LGA  IAD      49.0       229  17.0    49.0  \n",
+       "153645  N12167    4357    EWR  MSY     181.0      1167  17.0    52.0  \n",
+       "153647  N15980    4327    EWR  SAV     120.0       708  17.0    54.0  \n",
+       "153656  N17185    4705    EWR  ATL     118.0       746  18.0     2.0  \n",
+       "153658  N16963    4255    EWR  ROC      48.0       246  18.0     4.0  \n",
+       "153669  N14568    4411    EWR  MEM     157.0       946  18.0    12.0  \n",
+       "153670  N856MQ    4410    JFK  DCA      55.0       213  18.0    12.0  \n",
+       "153682  N640JB     985    LGA  TPA     157.0      1010  18.0    32.0  \n",
+       "153684  N16981    3841    EWR  RDU      78.0       416  18.0    33.0  \n",
+       "153687  N14916    4299    EWR  DCA      44.0       199  18.0    35.0  \n",
+       "153693  N33262      80    EWR  MIA     164.0      1085  18.0    37.0  \n",
+       "153698  N350NA     884    LGA  DEN     230.0      1620  18.0    43.0  \n",
+       "153700  N329JB    1176    EWR  BOS      47.0       200  18.0    44.0  \n",
+       "153706  N13964    4382    EWR  DTW      85.0       488  18.0    52.0  \n",
+       "153712  N519JB     547    EWR  PBI     144.0      1023  18.0    56.0  \n",
+       "153723  N15572    4202    EWR  STL     151.0       872  19.0    10.0  \n",
+       "153727  N725MQ    4413    LGA  XNA     190.0      1147  19.0    12.0  \n",
+       "153739  N606JB     391    LGA  MCO     147.0       950  19.0    24.0  \n",
+       "153741  N504MQ    4626    LGA  CMH      80.0       479  19.0    25.0  \n",
+       "153745  N4XXAA    1905    EWR  DFW     224.0      1372  19.0    32.0  \n",
+       "153754  N651JB     527    EWR  MCO     134.0       937  19.0    43.0  \n",
+       "153755  N928AT     806    LGA  ATL     118.0       762  19.0    44.0  \n",
+       "153766  N306JB    1185    JFK  RDU      77.0       427  19.0    56.0  \n",
+       "153790  N14214    1064    EWR  BOS      39.0       200  20.0    22.0  \n",
+       "153792  N723MQ    4517    LGA  CRW      80.0       444  20.0    24.0  \n",
+       "153805  N8577D    4091    JFK  BWI      36.0       184  20.0    37.0  \n",
+       "153807  N21129    4390    EWR  MCI     174.0      1092  20.0    38.0  \n",
+       "153811  N13997    4104    EWR  CVG     105.0       569  20.0    40.0  \n",
+       "153813  N8936A    3798    JFK  CLT      90.0       541  20.0    40.0  \n",
+       "153816  N328NW    1435    LGA  TPA     152.0      1010  20.0    45.0  \n",
+       "153818  N8611A    4059    LGA  DAY      89.0       549  20.0    50.0  \n",
+       "153822  N13133    4509    EWR  MSY     184.0      1167  20.0    53.0  \n",
+       "153825  N833AS    5705    LGA  IAD      48.0       229  20.0    55.0  \n",
+       "153827  N8560F    4277    JFK  ORF      53.0       290  20.0    57.0  \n",
+       "153835  N766JB     381    LGA  FLL     154.0      1076  21.0     7.0  \n",
+       "153837  N16976    4219    EWR  IND     112.0       645  21.0    12.0  \n",
+       "153838  N14904    4258    EWR  IAD      49.0       212  21.0    12.0  \n",
+       "153839  N929DL    1485    LGA  MCO     140.0       950  21.0    12.0  \n",
+       "153842  N587AA    2075    EWR  DFW     228.0      1372  21.0    17.0  \n",
+       "153844  N17245    1128    LGA  IAH     208.0      1416  21.0    17.0  \n",
+       "153850  N951UW    2142    LGA  BOS      48.0       184  21.0    30.0  \n",
+       "153851  N12921    4312    EWR  DCA      44.0       199  21.0    31.0  \n",
+       "153852  N906AT     645    LGA  ATL     121.0       762  21.0    31.0  \n",
+       "153860  N807MQ    4423    JFK  RDU      84.0       427  21.0    41.0  \n",
+       "153864  N36915    4570    EWR  GRR      94.0       605  21.0    48.0  \n",
+       "153865  N14916    4536    EWR  CVG     107.0       569  21.0    49.0  \n",
+       "153868  N559UW    1491    LGA  CLT      97.0       544  21.0    50.0  \n",
+       "153869  N520JB     155    JFK  MCO     139.0       944  21.0    53.0  \n",
+       "153870  N723TW      87    JFK  LAX     341.0      2475  21.0    54.0  \n",
+       "153872  N934AT     354    LGA  CAK      66.0       397  21.0    57.0  \n",
+       "153874  N593JB     399    LGA  MCO     130.0       950  22.0     8.0  \n",
+       "153875  N545UA     504    EWR  PHX     292.0      2133  22.0    18.0  \n",
+       "153876  N11536    4571    EWR  MKE     111.0       725  22.0    19.0  \n",
+       "153879  N713MQ    4507    LGA  RDU      75.0       431  22.0    24.0  \n",
+       "153881  N709EV    5594    LGA  GSO      73.0       461  22.0    33.0  \n",
+       "153883  N830AS    5714    JFK  IAD      46.0       228  22.0    43.0  \n",
+       "153885  N37277    1635    EWR  BOS      39.0       200  22.0    51.0  \n",
+       "153887  N16571    4700    EWR  CLT      97.0       529  23.0     6.0  \n",
+       "153889  N746JB     383    LGA  FLL     145.0      1076  23.0    48.0  \n",
+       "153890  N763JB      11    JFK  FLL     159.0      1069  23.0    55.0  \n",
+       "153893  N655JB     112    JFK  BUF      58.0       301  23.0    57.0  \n",
+       "154092  N391CA    5068    EWR  DTW      78.0       488   8.0     7.0  \n",
+       "154134  N5FRAA    1815    JFK  MCO     144.0       944   8.0    34.0  \n",
+       "154195  N723MQ    4521    LGA  RDU      79.0       431   9.0    48.0  \n",
+       "154197  N583JB     507    EWR  FLL     164.0      1065   9.0    50.0  \n",
+       "154223  N12136    4689    EWR  MCI     167.0      1092  10.0    16.0  \n",
+       "154240  N14162    4711    EWR  STL     135.0       872  10.0    46.0  \n",
+       "154241  N13958    4107    EWR  CVG     104.0       569  10.0    46.0  \n",
+       "154247  N340NB    2119    LGA  MSP     136.0      1020  10.0    52.0  \n",
+       "154283  N580JB     503    EWR  FLL     165.0      1065  11.0    35.0  \n",
+       "154312  N3FCAA     731    LGA  DFW     202.0      1389  12.0     1.0  \n",
+       "154321  N16541    4294    EWR  CLT      92.0       529  12.0    14.0  \n",
+       "154347  N13995    4221    EWR  BUF      53.0       282  12.0    53.0  \n",
+       "154356  N16987    4131    EWR  PVD      33.0       160  12.0    59.0  \n",
+       "154384  N611QX    5134    EWR  DTW      77.0       488  13.0    39.0  \n",
+       "154433  N586JB      83    JFK  SEA     331.0      2422  14.0    45.0  \n",
+       "154459  N12924    4628    EWR  STL     133.0       872  15.0     3.0  \n",
+       "154470  N587JB    1161    LGA  PBI     165.0      1035  15.0    14.0  \n",
+       "154493  N13992    4370    EWR  CHS     112.0       628  15.0    34.0  \n",
+       "154551  N8577D    4357    JFK  ORF      55.0       290  16.0    27.0  \n",
+       "154565  N15980    4323    EWR  RDU      76.0       416  16.0    39.0  \n",
+       "154610  N16541    3810    EWR  JAX     138.0       820  17.0    18.0  \n",
+       "154616  N15910    4092    EWR  DAY      86.0       533  17.0    23.0  \n",
+       "154618  N5DBAA    1635    JFK  SJU     201.0      1598  17.0    23.0  \n",
+       "154629  N583JB     505    EWR  FLL     167.0      1065  17.0    31.0  \n",
+       "154630  N14162    4357    EWR  MSY     177.0      1167  17.0    32.0  \n",
+       "154652  N14542    4255    EWR  ROC      44.0       246  17.0    55.0  \n",
+       "154674  N825AS    5764    LGA  IAD      48.0       229  18.0    17.0  \n",
+       "154683  N294JB      15    JFK  FLL     175.0      1069  18.0    23.0  \n",
+       "154694  N921XJ    3442    JFK  CVG      94.0       589  18.0    33.0  \n",
+       "154700  N5CRAA    1999    EWR  MIA     171.0      1085  18.0    41.0  \n",
+       "154711  N26210    1721    EWR  LAX     356.0      2454  18.0    53.0  \n",
+       "154728  N580JB     547    EWR  PBI     163.0      1023  19.0     2.0  \n",
+       "154823  N13992    4509    EWR  MSY     175.0      1167  20.0    40.0  \n",
+       "154835  N904XJ    3439    JFK  CVG      94.0       589  20.0    55.0  \n",
+       "154837  N715JB     391    LGA  MCO     153.0       950  20.0    57.0  \n",
+       "154841  N12924    4258    EWR  IAD      46.0       212  21.0     5.0  \n",
+       "154844  N510UA     389    JFK  SFO     355.0      2586  21.0     9.0  \n",
+       "154850  N12957    4536    EWR  CVG      97.0       569  21.0    20.0  \n",
+       "154853  N8580A    3798    JFK  CLT      90.0       541  21.0    30.0  \n",
+       "154870  N16571    4086    EWR  PWM      55.0       284  22.0    10.0  \n",
+       "154871  N10156    3817    EWR  SDF     101.0       642  22.0    16.0  \n",
+       "154874  N12922    3818    EWR  TYS     102.0       631  22.0    34.0  \n",
+       "154877  N14117    4543    EWR  DSM     144.0      1017  22.0    39.0  \n",
+       "154880  N585JB     399    LGA  MCO     139.0       950  22.0    49.0  \n",
+       "154884  N16541    4119    EWR  RIC      53.0       277  23.0     0.0  \n",
+       "154885  N16999    4571    EWR  MKE     105.0       725  23.0    15.0  \n",
+       "154886  N738EV    5038    LGA  BHM     118.0       866  23.0    27.0  \n",
+       "155114  N11539    4676    EWR  GRR      88.0       605   8.0    42.0  \n",
+       "155135  N14959    4532    EWR  CHS     107.0       628   8.0    59.0  \n",
+       "155147  N916XJ    3538    JFK  MSP     136.0      1029   9.0    11.0  \n",
+       "155170  N935AT     346    LGA  ATL     109.0       762   9.0    40.0  \n",
+       "155188  N14162    4689    EWR  MCI     157.0      1092  10.0     2.0  \n",
+       "155209  N4YNAA    1589    EWR  DFW     199.0      1372  10.0    27.0  \n",
+       "155213  N361NW    2379    LGA  FLL     163.0      1076  10.0    33.0  \n",
+       "155254  N836AY    3613    JFK  ROC      49.0       264  11.0    25.0  \n",
+       "155273  N13550    4405    EWR  SAV     112.0       708  11.0    52.0  \n",
+       "155283  N640JB    1471    LGA  FLL     158.0      1076  11.0    57.0  \n",
+       "155290  N877AS    5711    JFK  IAD      47.0       228  12.0     6.0  \n",
+       "155299  N558UA     652    EWR  LAS     300.0      2227  12.0    26.0  \n",
+       "155336  N16571    4229    EWR  BUF      59.0       282  13.0    10.0  \n",
+       "155338  N639JB     133    JFK  RSW     159.0      1074  13.0    11.0  \n",
+       "155341  N575AA     743    LGA  DFW     203.0      1389  13.0    13.0  \n",
+       "155384  N618DL     781    LGA  ATL     106.0       762  14.0     7.0  \n",
+       "155473  N15973    4389    EWR  STL     132.0       872  15.0    38.0  \n",
+       "155485  N14907    4323    EWR  RDU      72.0       416  15.0    50.0  \n",
+       "155493  N947DL    1819    LGA  MSP     130.0      1020  15.0    59.0  \n",
+       "155494  N631MQ    4172    JFK  CLE      74.0       425  15.0    59.0  \n",
+       "155495  N229JB    1275    JFK  CHS      98.0       636  16.0     0.0  \n",
+       "155528  N527MQ    4579    LGA  CLT      83.0       544  16.0    30.0  \n",
+       "155531  N975DL    2079    LGA  FLL     164.0      1076  16.0    34.0  \n",
+       "155537  N16911    4583    EWR  PWM      46.0       284  16.0    40.0  \n",
+       "155553  N16571    4352    EWR  CVG      93.0       569  16.0    55.0  \n",
+       "155570  N14162    4357    EWR  MSY     172.0      1167  17.0     8.0  \n",
+       "155580  N378NW     161    JFK  MIA     154.0      1089  17.0    16.0  \n",
+       "155598  N14558    4135    EWR  CLT      87.0       529  17.0    27.0  \n",
+       "155599  N919XJ    3436    JFK  RDU      71.0       427  17.0    28.0  \n",
+       "155606  N13958    4092    EWR  DAY      82.0       533  17.0    32.0  \n",
+       "155610  N511MJ    3788    LGA  IAD      44.0       229  17.0    34.0  \n",
+       "155612  N543UA     676    EWR  SEA     302.0      2402  17.0    36.0  \n",
+       "155625  N766JB     985    LGA  TPA     142.0      1010  17.0    49.0  \n",
+       "155645  N614DL    1773    JFK  SLC     269.0      1990  18.0     7.0  \n",
+       "155648  N231JB    1176    EWR  BOS      37.0       200  18.0    10.0  \n",
+       "155654  N371AA      85    JFK  SFO     340.0      2586  18.0    15.0  \n",
+       "155655  N562JB     393    LGA  MCO     139.0       950  18.0    15.0  \n",
+       "155659  N35260      80    EWR  MIA     149.0      1085  18.0    18.0  \n",
+       "155675  N17233    1624    EWR  FLL     155.0      1065  18.0    32.0  \n",
+       "155678  N564JB     141    JFK  PBI     133.0      1028  18.0    35.0  \n",
+       "155681  N5CSAA    1635    JFK  SJU     195.0      1598  18.0    43.0  \n",
+       "155689  N361NW     884    LGA  DEN     218.0      1620  18.0    51.0  \n",
+       "155703  N703JB     989    JFK  FLL     151.0      1069  19.0     1.0  \n",
+       "155721  N8808H    4147    JFK  IND      96.0       665  19.0    13.0  \n",
+       "155724  N904XJ    3542    JFK  MSP     134.0      1029  19.0    16.0  \n",
+       "155753  N816UA     578    EWR  ORD     102.0       719  19.0    45.0  \n",
+       "155754  N3772H    1629    JFK  LAS     303.0      2248  19.0    48.0  \n",
+       "155760  N3CTAA     257    JFK  LAS     316.0      2248  19.0    55.0  \n",
+       "155778  N537JB     155    JFK  MCO     135.0       944  20.0    21.0  \n",
+       "155785  N545UA     552    EWR  SEA     299.0      2402  20.0    26.0  \n",
+       "155794  N14907    4086    EWR  PWM      46.0       284  20.0    35.0  \n",
+       "155802  N3ATAA     359    LGA  ORD     103.0       733  20.0    47.0  \n",
+       "155808  N603JB     391    LGA  MCO     137.0       950  20.0    50.0  \n",
+       "155811  N38268    1292    EWR  FLL     149.0      1065  20.0    54.0  \n",
+       "155820  N13965    4258    EWR  IAD      44.0       212  20.0    59.0  \n",
+       "155821  N941DL    2231    LGA  DTW      74.0       502  21.0     0.0  \n",
+       "155828  N503JB     381    LGA  FLL     155.0      1076  21.0     8.0  \n",
+       "155830  N16976    4663    EWR  CHS      93.0       628  21.0    10.0  \n",
+       "155837  N14177    4536    EWR  CVG      92.0       569  21.0    24.0  \n",
+       "155855  N11206    1635    EWR  BOS      35.0       200  22.0     0.0  \n",
+       "155858  N932XJ    3395    JFK  DCA      41.0       213  22.0    17.0  \n",
+       "155859  N13958    4119    EWR  RIC      49.0       277  22.0    18.0  \n",
+       "155860  N723MQ    4573    LGA  DTW      77.0       502  22.0    18.0  \n",
+       "155861  N604LR    3525    JFK  ORD     109.0       740  22.0    20.0  \n",
+       "155863  N598JB     383    LGA  FLL     147.0      1076  22.0    40.0  \n",
+       "155872  N947DL    1247    LGA  ATL     108.0       762  23.0    15.0  \n",
+       "155873  N266JB     608    JFK  PWM      41.0       273  23.0    48.0  \n",
+       "155882  N612JB      35    JFK  PBI     136.0      1028   0.0    37.0  \n",
+       "156061  N479UA     311    EWR  DEN     236.0      1605   8.0    20.0  \n",
+       "156076  N16571    4122    EWR  SDF     108.0       642   8.0    28.0  \n",
+       "156141  N16911    4224    EWR  PWM      53.0       284   9.0    35.0  \n",
+       "156147  N11565    4600    EWR  MEM     152.0       946   9.0    40.0  \n",
+       "156246  N503MQ    4654    LGA  ATL     115.0       762  11.0    44.0  \n",
+       "156321  N747SA    3839    EWR  MDW     105.0       711  13.0    19.0  \n",
+       "156332  N338NW    1174    LGA  PBI     144.0      1035  13.0    37.0  \n",
+       "156370  N16987    4121    EWR  ROC      49.0       246  14.0    25.0  \n",
+       "156380  N24103    4158    EWR  RIC      55.0       277  14.0    39.0  \n",
+       "156415  N820AS    5736    LGA  IAD      52.0       229  15.0     8.0  \n",
+       "156442  N76064      15    EWR  HNL     643.0      4963  15.0    30.0  \n",
+       "156468  N14186    4181    EWR  MCI     175.0      1092  15.0    57.0  \n",
+       "156475  N512AA     337    LGA  ORD     116.0       733  16.0     1.0  \n",
+       "156522  N14974    4583    EWR  PWM      54.0       284  16.0    41.0  \n",
+       "156543  N19136    1665    EWR  LAX     342.0      2454  16.0    57.0  \n",
+       "156546  N253WN     266    EWR  DEN     247.0      1605  16.0    59.0  \n",
+       "156555  N77258    1521    LGA  ORD     115.0       733  17.0     5.0  \n",
+       "156565  N15980    4572    EWR  GSP      91.0       594  17.0    19.0  \n",
+       "156578  N963DN    1819    LGA  MSP     149.0      1020  17.0    32.0  \n",
+       "156588  N12172    4294    EWR  SAV     108.0       708  17.0    38.0  \n",
+       "156593  N14907    4352    EWR  CVG     103.0       569  17.0    42.0  \n",
+       "156596  N16911    4411    EWR  MEM     154.0       946  17.0    45.0  \n",
+       "156616  N16987    4684    EWR  SDF     110.0       642  18.0     7.0  \n",
+       "156630  N35260    1172    EWR  BOS      40.0       200  18.0    21.0  \n",
+       "156639  N3CGAA    1351    JFK  ORD     123.0       740  18.0    29.0  \n",
+       "156645  N48901    4104    EWR  CVG     103.0       569  18.0    36.0  \n",
+       "156649  N13958    4701    EWR  BTV      50.0       266  18.0    39.0  \n",
+       "156650  N27724    1437    EWR  AUS     224.0      1504  18.0    41.0  \n",
+       "156662  N3736C       4    JFK  MCO     131.0       944  18.0    53.0  \n",
+       "156670  N12567    4382    EWR  DTW      88.0       488  18.0    56.0  \n",
+       "156681  N39463    1668    EWR  DEN     255.0      1605  19.0     3.0  \n",
+       "156692  N588UA     280    EWR  SEA     325.0      2402  19.0    13.0  \n",
+       "156693  N22971    4702    EWR  GSO      72.0       445  19.0    14.0  \n",
+       "156694  N394AA     145    JFK  SAN     345.0      2446  19.0    14.0  \n",
+       "156709  N357NW    1715    LGA  MSY     171.0      1183  19.0    28.0  \n",
+       "156721  N229JB     130    JFK  BUF      63.0       301  19.0    41.0  \n",
+       "156722  N763JB      74    JFK  BTV      48.0       266  19.0    42.0  \n",
+       "156732  N14105    5679    EWR  MCI     172.0      1092  19.0    57.0  \n",
+       "156744  N819AY    4091    JFK  BWI      38.0       184  20.0     7.0  \n",
+       "156747  N14974    4153    EWR  CLT      81.0       529  20.0     9.0  \n",
+       "156757  N14180    4086    EWR  PWM      47.0       284  20.0    22.0  \n",
+       "156768  N608QX    5181    EWR  ATL     108.0       746  20.0    30.0  \n",
+       "156769  N11187    4570    EWR  GRR      94.0       605  20.0    30.0  \n",
+       "156775  N13718    1144    EWR  IAH     201.0      1400  20.0    37.0  \n",
+       "156776  N993DL    1585    LGA  MCO     130.0       950  20.0    38.0  \n",
+       "156777  N14171    4333    EWR  TUL     194.0      1215  20.0    39.0  \n",
+       "156778  N3FAAA     119    EWR  LAX     350.0      2454  20.0    39.0  \n",
+       "156789  N9EAMQ    3730    EWR  ORD     108.0       719  20.0    47.0  \n",
+       "156792  N33182    4543    EWR  DSM     154.0      1017  20.0    48.0  \n",
+       "156799  N536UA     358    LGA  IAH     205.0      1416  20.0    56.0  \n",
+       "156801  N11551    3818    EWR  TYS     104.0       631  21.0     1.0  \n",
+       "156806  N12564    4566    EWR  ALB      34.0       143  21.0    12.0  \n",
+       "156812  N13968    4312    EWR  DCA      42.0       199  21.0    24.0  \n",
+       "156820  N338NW    1435    LGA  TPA     142.0      1010  21.0    33.0  \n",
+       "156828  N15973    4536    EWR  CVG      95.0       569  21.0    52.0  \n",
+       "156833  N580UA     794    EWR  FLL     143.0      1065  22.0     1.0  \n",
+       "156834  N584UA     461    EWR  IAH     196.0      1400  22.0     3.0  \n",
+       "156835  N13970    4672    EWR  STL     151.0       872  22.0     5.0  \n",
+       "156839  N14920    4368    EWR  DAY      87.0       533  22.0    29.0  \n",
+       "156840  N13914    4700    EWR  CLT      82.0       529  22.0    34.0  \n",
+       "156849  N316JB     515    EWR  FLL     147.0      1065  23.0     2.0  \n",
+       "156859  N568JB     927    EWR  MCO     136.0       937   0.0    18.0  \n",
+       "157028  N16999    3809    EWR  GSO      74.0       445   8.0    55.0  \n",
+       "157064  N257WN     878    LGA  DEN       NaN      1620   9.0    27.0  \n",
+       "157070  N24715    1479    EWR  STT     190.0      1634   9.0    34.0  \n",
+       "157075  N3BCAA     717    LGA  DFW     237.0      1389   9.0    40.0  \n",
+       "157083  N845MQ    4406    JFK  RDU      81.0       427   9.0    55.0  \n",
+       "157085  N515UA     683    EWR  FLL     174.0      1065   9.0    57.0  \n",
+       "157103  N203WN    1835    EWR  DEN     240.0      1605  10.0    28.0  \n",
+       "157117  N343NB     831    LGA  DTW      80.0       502  10.0    50.0  \n",
+       "157122  N308DE     485    EWR  ATL     123.0       746  10.0    55.0  \n",
+       "157143  N386AA     179    JFK  SFO     361.0      2586  11.0    42.0  \n",
+       "157151  N828AS    5736    LGA  IAD      50.0       229  11.0    46.0  \n",
+       "157168  N266JB     885    JFK  RDU      78.0       427  12.0     0.0  \n",
+       "157214  N918XJ    3355    EWR  DTW      82.0       488  13.0    12.0  \n",
+       "157246  N317JB      66    JFK  BUF      60.0       301  13.0    58.0  \n",
+       "157292  N845MQ    4404    JFK  RDU      76.0       427  14.0    59.0  \n",
+       "157308  N19141    1584    EWR  LAX     335.0      2454  15.0    21.0  \n",
+       "157355  N913XJ    3318    JFK  BUF      58.0       301  16.0     4.0  \n",
+       "157357  N482WN    1857    LGA  STL     147.0       888  16.0     4.0  \n",
+       "157361  N266JB    1275    JFK  CHS     120.0       636  16.0     7.0  \n",
+       "157362  N435UA     538    EWR  DEN     241.0      1605  16.0     8.0  \n",
+       "157373  N568AA     883    EWR  DFW     231.0      1372  16.0    21.0  \n",
+       "157378  N3ERAA    1039    JFK  FLL     168.0      1069  16.0    33.0  \n",
+       "157389  N39450    1739    EWR  RSW     157.0      1068  16.0    41.0  \n",
+       "157391  N925WN    2088    EWR  DEN     263.0      1605  16.0    44.0  \n",
+       "157392  N712EV    4975    EWR  MSP     146.0      1008  16.0    45.0  \n",
+       "157396  N37298     125    LGA  DEN     253.0      1620  16.0    50.0  \n",
+       "157402  N695CA    5586    EWR  ATL     118.0       746  16.0    55.0  \n",
+       "157413  N923XJ    3325    JFK  DFW     228.0      1391  17.0     6.0  \n",
+       "157418  N184JB      12    JFK  SYR      47.0       209  17.0     7.0  \n",
+       "157420  N78501    1167    EWR  DEN     250.0      1605  17.0     7.0  \n",
+       "157446  N623DL     877    LGA  DEN     243.0      1620  17.0    40.0  \n",
+       "157450  N319US    2027    JFK  FLL     153.0      1069  17.0    44.0  \n",
+       "157467  N382DA    1387    JFK  DEN     237.0      1626  18.0    18.0  \n",
+       "157474  N617AA    1999    EWR  MIA     152.0      1085  18.0    24.0  \n",
+       "157483  N922XJ    3437    JFK  MKE     123.0       745  18.0    36.0  \n",
+       "157487  N8505Q    4183    JFK  RDU      76.0       427  18.0    38.0  \n",
+       "157495  N13914    4154    EWR  IND     117.0       645  18.0    52.0  \n",
+       "157498  N515UA     268    EWR  LAS     319.0      2227  18.0    53.0  \n",
+       "157510  N202AA    1905    EWR  DFW     218.0      1372  19.0     6.0  \n",
+       "157512  N373NW     884    LGA  DEN     232.0      1620  19.0     8.0  \n",
+       "157514  N845MQ    4410    JFK  DCA      49.0       213  19.0    10.0  \n",
+       "157518  N588JB     391    LGA  MCO     138.0       950  19.0    14.0  \n",
+       "157524  N637JB     989    JFK  FLL     154.0      1069  19.0    21.0  \n",
+       "157525  N391CA    5472    LGA  ORF      45.0       296  19.0    23.0  \n",
+       "157554  N608JB     143    JFK  PBI     145.0      1028  20.0     3.0  \n",
+       "157556  N980DL    2391    JFK  TPA     156.0      1005  20.0     5.0  \n",
+       "157558  N957DL    2190    JFK  MIA     157.0      1089  20.0    10.0  \n",
+       "157565  N309DE     947    LGA  ATL     118.0       762  20.0    25.0  \n",
+       "157568  N205FR     797    LGA  DEN     235.0      1620  20.0    29.0  \n",
+       "157572  N819AY    3899    JFK  CLE      79.0       425  20.0    38.0  \n",
+       "157583  N553UA     742    EWR  SAN     327.0      2425  21.0     1.0  \n",
+       "157600  N266JB     115    JFK  MSY     187.0      1182  22.0     1.0  \n",
+       "157601  N915XJ    3525    JFK  ORD     128.0       740  22.0     3.0  \n",
+       "157603  N572UA     696    EWR  MCO     135.0       937  22.0    21.0  \n",
+       "157605  N236JB    1069    JFK  AUS     236.0      1521  22.0    27.0  \n",
+       "157608  N815UA     296    EWR  MIA     156.0      1085  22.0    44.0  \n",
+       "157613  N803UA     528    EWR  ORD     120.0       719  22.0    59.0  \n",
+       "157614  N14907    4206    EWR  BTV      44.0       266  23.0     1.0  \n",
+       "157615  N856MQ    4449    JFK  DCA      49.0       213  23.0     8.0  \n",
+       "157616  N766JB     383    LGA  FLL     153.0      1076  23.0     9.0  \n",
+       "157617  N983AT     354    LGA  CAK      67.0       397  23.0    10.0  \n",
+       "157620  N697SW     807    EWR  MDW     130.0       711  23.0    21.0  \n",
+       "157626  N16149    4132    EWR  OMA     152.0      1134   0.0     2.0  \n",
+       "157628  N274JB     128    JFK  BTV      52.0       266   0.0    19.0  \n",
+       "157629  N339JB     515    EWR  FLL     162.0      1065   0.0    36.0  \n",
+       "157707  N540UA     511    EWR  LAS     295.0      2227   7.0    32.0  \n",
+       "157806  N5CGAA    1141    JFK  MIA     153.0      1089   9.0     1.0  \n",
+       "157831  N338NW     914    LGA  DEN     217.0      1620   9.0    33.0  \n",
+       "157856  N730EV    5212    LGA  CHS     118.0       641  10.0     2.0  \n",
+       "157881  N378NW    1885    LGA  MCO     143.0       950  10.0    33.0  \n",
+       "157956  N331NW    1875    LGA  TPA     191.0      1010  12.0    27.0  \n",
+       "157962  N3CJAA    2099    LGA  MIA     173.0      1096  12.0    35.0  \n",
+       "157969  N353NW    1174    LGA  PBI     181.0      1035  12.0    48.0  \n",
+       "157971  N349NB    1552    LGA  RSW     178.0      1080  12.0    54.0  \n",
+       "157980  N975DL     695    JFK  MCO     169.0       944  13.0     0.0  \n",
+       "157998  N3EMAA    1623    EWR  MIA     168.0      1085  13.0    25.0  \n",
+       "157999  N343NB    2044    LGA  MIA     196.0      1096  13.0    27.0  \n",
+       "158014  N802MQ    4404    JFK  RDU      85.0       427  13.0    40.0  \n",
+       "158018  N19554    3267    EWR  BTV      48.0       266  13.0    44.0  \n",
+       "158034  N13989    4141    EWR  ATL     133.0       746  14.0     3.0  \n",
+       "158043  N373SW      28    EWR  BNA     124.0       748  14.0    14.0  \n",
+       "158051  N15986    4416    EWR  IND     105.0       645  14.0    25.0  \n",
+       "158102  N11193    4118    EWR  BDL      24.0       116  15.0    18.0  \n",
+       "158115  N37293    1233    LGA  ORD     123.0       733  15.0    32.0  \n",
+       "158126  N14570    4517    EWR  DTW      87.0       488  15.0    43.0  \n",
+       "158135  N14573    4645    EWR  RDU      84.0       416  15.0    49.0  \n",
+       "158163  N919XJ    3393    JFK  DCA      38.0       213  16.0     6.0  \n",
+       "158201  N5FKAA    1769    JFK  MIA     194.0      1089  16.0    40.0  \n",
+       "158205  N12125    1665    EWR  LAX     315.0      2454  16.0    43.0  \n",
+       "158208  N736MQ    4491    LGA  CLE      71.0       419  16.0    49.0  \n",
+       "158223  N661JB      63    JFK  TPA     153.0      1005  17.0     6.0  \n",
+       "158236  N11121    4372    EWR  DCA      41.0       199  17.0    20.0  \n",
+       "158264  N33182    4576    EWR  GRR      92.0       605  17.0    47.0  \n",
+       "158272  N719MQ    4429    LGA  CMH      83.0       479  17.0    53.0  \n",
+       "158287  N378NW    1619    LGA  MSP     133.0      1020  18.0     6.0  \n",
+       "158295  N15910    4539    EWR  ORF      55.0       284  18.0    13.0  \n",
+       "158306  N16911    4583    EWR  PWM      47.0       284  18.0    26.0  \n",
+       "158308  N19554    4255    EWR  ROC      42.0       246  18.0    27.0  \n",
+       "158310  N13124    4299    EWR  DCA      45.0       199  18.0    29.0  \n",
+       "158318  N802MQ    4410    JFK  DCA      43.0       213  18.0    34.0  \n",
+       "158323  N612JB       9    JFK  MCO     146.0       944  18.0    40.0  \n",
+       "158332  N321US     884    LGA  DEN     213.0      1620  18.0    50.0  \n",
+       "158352  N608JB     391    LGA  MCO     141.0       950  19.0    11.0  \n",
+       "158353  N3BHAA    1611    LGA  MIA     189.0      1096  19.0    11.0  \n",
+       "158365  N920DE    1585    LGA  MCO     145.0       950  19.0    25.0  \n",
+       "158366  N766JB     527    EWR  MCO     139.0       937  19.0    25.0  \n",
+       "158386  N236JB     130    JFK  BUF      54.0       301  19.0    54.0  \n",
+       "158395  N21537    4451    EWR  CAE     100.0       602  20.0     1.0  \n",
+       "158397  N331NW    2019    LGA  MSP     153.0      1020  20.0     2.0  \n",
+       "158406  N602LR    3439    JFK  CVG      94.0       589  20.0    13.0  \n",
+       "158415  N912XJ    3374    JFK  PIT      68.0       340  20.0    18.0  \n",
+       "158416  N930XJ    3442    JFK  CVG      93.0       589  20.0    18.0  \n",
+       "158419  N902XJ    3470    JFK  DTW      84.0       509  20.0    21.0  \n",
+       "158426  N73278    1159    EWR  PBI     153.0      1023  20.0    27.0  \n",
+       "158435  N11536    4593    EWR  CHS     109.0       628  20.0    40.0  \n",
+       "158438  N16546    4543    EWR  DSM     142.0      1017  20.0    45.0  \n",
+       "158441  N902DE    1854    LGA  FLL     171.0      1076  20.0    48.0  \n",
+       "158446  N975DL    2190    JFK  MIA     163.0      1089  20.0    54.0  \n",
+       "158458  N11121    4258    EWR  IAD      41.0       212  21.0     6.0  \n",
+       "158460  N945UW    2189    LGA  DCA      44.0       214  21.0     9.0  \n",
+       "158464  N828UA     696    EWR  MCO     141.0       937  21.0    19.0  \n",
+       "158465  N76502    1292    EWR  FLL     158.0      1065  21.0    21.0  \n",
+       "158469  N8877A    4033    LGA  TYS     103.0       647  21.0    25.0  \n",
+       "158470  N13989    4155    EWR  GRR      90.0       605  21.0    26.0  \n",
+       "158472  N507JB      91    JFK  OAK     332.0      2576  21.0    26.0  \n",
+       "158475  N821JB     645    JFK  SFO     334.0      2586  21.0    29.0  \n",
+       "158476  N373NW    1715    LGA  MSY     181.0      1183  21.0    30.0  \n",
+       "158479  N37287    1071    EWR  BQN     193.0      1585  21.0    36.0  \n",
+       "158482  N349NB    1433    LGA  RSW     197.0      1080  21.0    47.0  \n",
+       "158491  N18101    4312    EWR  DCA      43.0       199  21.0    59.0  \n",
+       "158494  N13956    4672    EWR  STL     118.0       872  22.0     3.0  \n",
+       "158496  N13124    3818    EWR  TYS     101.0       631  22.0    13.0  \n",
+       "158497  N637JB     677    JFK  LAX     324.0      2475  22.0    15.0  \n",
+       "158499  N353NW    1435    LGA  TPA     150.0      1010  22.0    22.0  \n",
+       "158504  N16911    3805    EWR  BNA     121.0       748  22.0    52.0  \n",
+       "158505  N561UA     626    EWR  PBI     155.0      1023  22.0    53.0  \n",
+       "158507  N473UA     424    EWR  SAT     238.0      1569  22.0    59.0  \n",
+       "158509  N653JB      11    JFK  FLL     150.0      1069  23.0     0.0  \n",
+       "158511  N566JB     381    LGA  FLL     150.0      1076  23.0     6.0  \n",
+       "158513  N178JB     104    JFK  BUF      55.0       301  23.0    17.0  \n",
+       "158514  N16559    4536    EWR  CVG      90.0       569  23.0    19.0  \n",
+       "158515  N11127    4204    EWR  OKC     192.0      1325  23.0    22.0  \n",
+       "158516  N27190    4206    EWR  BTV      45.0       266  23.0    25.0  \n",
+       "158518  N453UA     744    EWR  BOS      36.0       200  23.0    57.0  \n",
+       "158532  N625VA     415    JFK  LAX     322.0      2475   0.0    27.0  \n",
+       "158627  N77520    1077    EWR  MIA     171.0      1085   7.0     4.0  \n",
+       "158633  N563JB     371    LGA  FLL     162.0      1076   7.0    10.0  \n",
+       "158733  N502UA     347    JFK  SFO     321.0      2586   8.0    42.0  \n",
+       "158737  N546AA     715    LGA  DFW     206.0      1389   8.0    47.0  \n",
+       "158820  N556UA     377    EWR  MIA     161.0      1085  10.0    17.0  \n",
+       "158851  N14143    4638    EWR  CVG      95.0       569  11.0     5.0  \n",
+       "158885  N748UW    1427    JFK  CLT      93.0       541  11.0    46.0  \n",
+       "158900  N829AS    5711    JFK  IAD      56.0       228  12.0     0.0  \n",
+       "158902  N13965    4221    EWR  BUF      45.0       282  12.0     3.0  \n",
+       "158908  N763US    2171    LGA  DCA      43.0       214  12.0    15.0  \n",
+       "158911  N8908D    4065    LGA  SDF     103.0       659  12.0    19.0  \n",
+       "158921  N740EV    5277    EWR  MSP     128.0      1008  12.0    42.0  \n",
+       "158923  N802MQ    4406    JFK  RDU      79.0       427  12.0    44.0  \n",
+       "158941  N422UA     296    EWR  TPA     152.0       997  13.0     4.0  \n",
+       "158969  N815MQ    4404    JFK  RDU      74.0       427  13.0    51.0  \n",
+       "158973  N13989    4135    EWR  CLT      94.0       529  13.0    58.0  \n",
+       "158976  N780SW    1964    LGA  MKE     107.0       738  14.0     1.0  \n",
+       "158977  N708UW    2175    LGA  DCA      48.0       214  14.0     2.0  \n",
+       "158980  N13913    3826    EWR  ATL     122.0       746  14.0     3.0  \n",
+       "158982  N586JB      85    JFK  FLL     163.0      1069  14.0     6.0  \n",
+       "159016  N563JB     505    EWR  FLL     162.0      1065  14.0    54.0  \n",
+       "159021  N14952    3837    EWR  IND     101.0       645  14.0    57.0  \n",
+       "159029  N27213    1164    EWR  FLL     158.0      1065  15.0     3.0  \n",
+       "159032  N720EV    4950    EWR  ATL     105.0       746  15.0     6.0  \n",
+       "159040  N21537    4370    EWR  CHS     101.0       628  15.0    17.0  \n",
+       "159043  N753EV    4983    LGA  GSO      70.0       461  15.0    18.0  \n",
+       "159052  N16183    3823    EWR  MSN     109.0       799  15.0    28.0  \n",
+       "159055  N456UA     283    LGA  IAH     210.0      1416  15.0    30.0  \n",
+       "159065  N15910    4434    EWR  MHT      42.0       209  15.0    43.0  \n",
+       "159080  N15710    1266    EWR  CLE      64.0       404  15.0    59.0  \n",
+       "159085  N179UW    1445    LGA  CLT      87.0       544  16.0     1.0  \n",
+       "159086  N324JB    1275    JFK  CHS     101.0       636  16.0     2.0  \n",
+       "159087  N913XJ    3452    JFK  BOS      47.0       187  16.0     2.0  \n",
+       "159091  N763US    2179    LGA  DCA      47.0       214  16.0     8.0  \n",
+       "159101  N14991    3821    EWR  STL     117.0       872  16.0    20.0  \n",
+       "159108  N13997    4323    EWR  RDU      70.0       416  16.0    28.0  \n",
+       "159124  N13969    4372    EWR  DCA      45.0       199  16.0    47.0  \n",
+       "159125  N919AT     721    LGA  CAK      62.0       397  16.0    49.0  \n",
+       "159128  N335NB    1942    EWR  ATL     112.0       746  16.0    53.0  \n",
+       "159129  N13964    4583    EWR  PWM      48.0       284  16.0    53.0  \n",
+       "159136  N34111    3815    EWR  BNA     111.0       748  16.0    59.0  \n",
+       "159138  N14188    4181    EWR  MCI     138.0      1092  17.0     0.0  \n",
+       "159150  N14950    4534    EWR  MKE     107.0       725  17.0    18.0  \n",
+       "159152  N660MQ    4146    JFK  CMH      68.0       483  17.0    19.0  \n",
+       "159155  N915XJ    3436    JFK  RDU      67.0       427  17.0    22.0  \n",
+       "159168  N947DL    2231    LGA  DTW      79.0       502  17.0    32.0  \n",
+       "159170  N3758Y      91    JFK  LAS     291.0      2248  17.0    35.0  \n",
+       "159174  N10575    4398    EWR  ORF      48.0       284  17.0    38.0  \n",
+       "159180  N16546    4684    EWR  SDF     100.0       642  17.0    50.0  \n",
+       "159184   N3759    1043    JFK  SEA     318.0      2422  17.0    57.0  \n",
+       "159189  N508MQ    3695    EWR  ORD     105.0       719  18.0     0.0  \n",
+       "159190  N814UA     355    EWR  MCO     149.0       937  18.0     1.0  \n",
+       "159201  N11194    4705    EWR  ATL     118.0       746  18.0    18.0  \n",
+       "159207   N3766      95    JFK  ATL     111.0       760  18.0    25.0  \n",
+       "159211  N309DE    2042    EWR  ATL     108.0       746  18.0    26.0  \n",
+       "159218  N754EV    4997    EWR  DTW      78.0       488  18.0    32.0  \n",
+       "159221  N492WN     266    EWR  DEN     209.0      1605  18.0    34.0  \n",
+       "159223  N347AA     543    JFK  MIA     152.0      1089  18.0    36.0  \n",
+       "159225  N201AA    1905    EWR  DFW     188.0      1372  18.0    40.0  \n",
+       "159226  N802MQ    4410    JFK  DCA      48.0       213  18.0    41.0  \n",
+       "159229  N376DA       4    JFK  MCO     145.0       944  18.0    43.0  \n",
+       "159233  N551UW      35    JFK  PHX     261.0      2153  18.0    48.0  \n",
+       "159237  N11206    1287    LGA  DEN     209.0      1620  18.0    52.0  \n",
+       "159239  N13566    4562    EWR  RIC      52.0       277  18.0    53.0  \n",
+       "159241  N676AW     449    EWR  CLT      85.0       529  18.0    53.0  \n",
+       "159250  N15973    4644    EWR  CMH      79.0       463  18.0    58.0  \n",
+       "159253  N568JB      36    JFK  ROC      44.0       264  19.0     0.0  \n",
+       "159255  N292JB      12    JFK  SYR      40.0       209  19.0     3.0  \n",
+       "159256  N515MQ    4661    LGA  ATL     108.0       762  19.0     4.0  \n",
+       "159257  N440UA     784    EWR  PDX     310.0      2434  19.0     4.0  \n",
+       "159260  N266JB    1185    JFK  RDU      71.0       427  19.0     6.0  \n",
+       "159262  N197JB    1016    JFK  BOS      47.0       187  19.0     8.0  \n",
+       "159264  N302NB    2043    JFK  ATL     111.0       760  19.0    12.0  \n",
+       "159268  N5DTAA    1999    EWR  MIA     155.0      1085  19.0    14.0  \n",
+       "159271  N659JB       9    JFK  MCO     147.0       944  19.0    20.0  \n",
+       "159272  N346JB     139    JFK  RSW     168.0      1074  19.0    20.0  \n",
+       "159282  N335NW    1185    EWR  SLC     263.0      1969  19.0    31.0  \n",
+       "159286  N523JB     391    LGA  MCO     146.0       950  19.0    37.0  \n",
+       "159287  N13949    4373    EWR  DCA      47.0       199  19.0    37.0  \n",
+       "159290  N826AS    5712    JFK  IAD      49.0       228  19.0    40.0  \n",
+       "159295  N305DQ     926    EWR  ATL     109.0       746  19.0    43.0  \n",
+       "159302  N15980    4202    EWR  STL     123.0       872  19.0    53.0  \n",
+       "159304  N265JB      15    JFK  FLL     158.0      1069  19.0    54.0  \n",
+       "159308  N76269      80    EWR  MIA     157.0      1085  19.0    55.0  \n",
+       "159317  N220WN    1035    EWR  HOU     208.0      1411  20.0     9.0  \n",
+       "159320  N319AA      21    JFK  LAX     312.0      2475  20.0    15.0  \n",
+       "159324  N215WN    2805    EWR  MSY     178.0      1167  20.0    17.0  \n",
+       "159326  N938DL    2079    LGA  FLL     154.0      1076  20.0    21.0  \n",
+       "159328  N3CBAA     119    EWR  LAX     316.0      2454  20.0    26.0  \n",
+       "159332  N538UW    1973    EWR  CLT      79.0       529  20.0    29.0  \n",
+       "159337  N471AA    2019    LGA  STL     119.0       888  20.0    36.0  \n",
+       "159338  N562JB     155    JFK  MCO     144.0       944  20.0    37.0  \n",
+       "159340  N229JB    1307    JFK  IAD      52.0       228  20.0    40.0  \n",
+       "159341  N14125    4333    EWR  TUL     163.0      1215  20.0    40.0  \n",
+       "159347  N13956    4312    EWR  DCA      42.0       199  20.0    47.0  \n",
+       "159348  N245WN    3428    EWR  STL     122.0       872  20.0    47.0  \n",
+       "159353  N823UA     566    EWR  ORD     100.0       719  20.0    52.0  \n",
+       "159354  N587AS       7    EWR  SEA     310.0      2402  20.0    53.0  \n",
+       "159355  N919AT     645    LGA  ATL     104.0       762  20.0    54.0  \n",
+       "159356  N4XMAA    2075    EWR  DFW     201.0      1372  20.0    55.0  \n",
+       "159363  N527UA     353    EWR  SEA       NaN      2402  20.0    59.0  \n",
+       "159364  N7702A    3872    EWR  MDW     101.0       711  21.0     2.0  \n",
+       "159365  N19966    3818    EWR  TYS      95.0       631  21.0     3.0  \n",
+       "159366  N601LR    3444    JFK  RDU      71.0       427  21.0     4.0  \n",
+       "159369  N15983    5681    EWR  RDU      66.0       416  21.0    11.0  \n",
+       "159370  N520JB      39    JFK  PBI     155.0      1028  21.0    14.0  \n",
+       "159374  N398CA    5181    EWR  ATL     106.0       746  21.0    24.0  \n",
+       "159375  N559JB      87    JFK  SLC     271.0      1990  21.0    25.0  \n",
+       "159381  N12569    4566    EWR  ALB      29.0       143  21.0    28.0  \n",
+       "159392  N13908    4543    EWR  DSM     142.0      1017  21.0    43.0  \n",
+       "159394  N28457    1299    EWR  RSW     157.0      1068  21.0    45.0  \n",
+       "159398  N296JB      21    JFK  TPA     150.0      1005  21.0    56.0  \n",
+       "159399  N232WN     184    EWR  MDW      99.0       711  21.0    59.0  \n",
+       "159402  N580JB     801    JFK  FLL     155.0      1069  22.0    12.0  \n",
+       "159403  N730EV    5472    LGA  ORF      45.0       296  22.0    14.0  \n",
+       "159405  N517JB     381    LGA  FLL     157.0      1076  22.0    21.0  \n",
+       "159406  N329JB     629    JFK  HOU     203.0      1428  22.0    28.0  \n",
+       "159408  N324JB     115    JFK  MSY     180.0      1182  22.0    32.0  \n",
+       "159414  N826AS    5705    LGA  IAD      43.0       229  22.0    52.0  \n",
+       "159416  N646JB      43    JFK  MCO     147.0       944  22.0    58.0  \n",
+       "159418  N266JB     701    JFK  SJU     198.0      1598  23.0    27.0  \n",
+       "159420  N281JB     608    JFK  PWM      45.0       273  23.0    48.0  \n",
+       "159509  N588JB     383    LGA  FLL     149.0      1076   0.0    18.0  \n",
+       "159511  N206JB      30    JFK  ROC      49.0       264   1.0    18.0  \n",
+       "159689  N641DL    1547    LGA  ATL     107.0       762   8.0    15.0  \n",
+       "159706  N559JB     205    JFK  LGB     335.0      2465   8.0    27.0  \n",
+       "159722  N717EV    4901    EWR  MSP     136.0      1008   8.0    46.0  \n",
+       "159748  N8698A    3611    JFK  PIT      65.0       340   9.0     1.0  \n",
+       "159771  N15910    4101    EWR  MEM     132.0       946   9.0    32.0  \n",
+       "159806  N826AY    4051    JFK  BWI      35.0       184  10.0     9.0  \n",
+       "159807  N134EV    4984    EWR  DTW      79.0       488  10.0    10.0  \n",
+       "159861  N12957    4107    EWR  CVG      93.0       569  11.0    19.0  \n",
+       "159877  N16149    4294    EWR  CLT      85.0       529  11.0    40.0  \n",
+       "159969  N17560    4135    EWR  CLT      90.0       529  13.0    42.0  \n",
+       "160018  N434UA     617    EWR  DFW     191.0      1372  14.0    38.0  \n",
+       "160190  N727SW     266    EWR  DEN     221.0      1605  16.0    58.0  \n",
+       "160208  N906XJ    3436    JFK  RDU      65.0       427  17.0    19.0  \n",
+       "160221  N13964    4319    EWR  RDU      72.0       416  17.0    29.0  \n",
+       "160232  N16976    4352    EWR  CVG      97.0       569  17.0    37.0  \n",
+       "160265  N12564    4562    EWR  RIC      52.0       277  18.0    12.0  \n",
+       "160269  N13903    3815    EWR  BNA     113.0       748  18.0    14.0  \n",
+       "160328  N16919    4104    EWR  CVG      94.0       569  19.0     6.0  \n",
+       "160329  N11187    3841    EWR  RDU      69.0       416  19.0     6.0  \n",
+       "160449  N758EV    5181    EWR  ATL     104.0       746  21.0    42.0  \n",
+       "160453  N708EV    5157    LGA  CVG      93.0       585  21.0    45.0  \n",
+       "160462  N29906    4571    EWR  MKE     110.0       725  22.0     2.0  \n",
+       "160464  N955DL    2139    LGA  MIA     148.0      1096  22.0    12.0  \n",
+       "160466  N351JB     115    JFK  MSY     166.0      1182  22.0    35.0  \n",
+       "160473  N14542    4700    EWR  CLT      80.0       529  23.0    32.0  \n",
+       "160827  N13553    4548    EWR  RDU      69.0       416  11.0    22.0  \n",
+       "160840  N684DA    1529    JFK  LAS     295.0      2248  11.0    34.0  \n",
+       "160855  N483UA     311    EWR  DEN     219.0      1605  11.0    53.0  \n",
+       "160884  N320NB    1031    LGA  DTW      78.0       502  12.0    32.0  \n",
+       "160922  N16999    4269    EWR  CHS      96.0       628  13.0    19.0  \n",
+       "160924  N602LR    3353    JFK  DTW      86.0       509  13.0    21.0  \n",
+       "160932  N12967    4229    EWR  BUF      55.0       282  13.0    25.0  \n",
+       "160934  N673UA     236    EWR  IAH     203.0      1400  13.0    28.0  \n",
+       "160971  N12900    4388    EWR  PIT      55.0       319  14.0    20.0  \n",
+       "161063  N283JB     127    EWR  MCO     139.0       937  15.0    41.0  \n",
+       "161106  N962DL    2079    LGA  FLL     157.0      1076  16.0    13.0  \n",
+       "161114  N17133    1166    EWR  TPA     145.0       997  16.0    17.0  \n",
+       "161135  N639MQ    4333    JFK  PIT      66.0       340  16.0    40.0  \n",
+       "161191  N12967    4327    EWR  SAV     106.0       708  17.0    26.0  \n",
+       "161202  N680MQ    4146    JFK  CMH      75.0       483  17.0    32.0  \n",
+       "161217  N14125    4705    EWR  ATL     109.0       746  17.0    51.0  \n",
+       "161255  N409UA     987    EWR  LAS     301.0      2227  18.0    29.0  \n",
+       "161258  N932DL    1585    LGA  MCO     137.0       950  18.0    31.0  \n",
+       "161273  N779JB     179    JFK  PHX     297.0      2153  18.0    46.0  \n",
+       "161282  N12900    4255    EWR  ROC      45.0       246  18.0    54.0  \n",
+       "161323  N75851    1127    EWR  SFO     327.0      2565  19.0    28.0  \n",
+       "161334  N12157    4390    EWR  MCI     156.0      1092  19.0    38.0  \n",
+       "161357  N5CGAA     145    JFK  SAN     319.0      2446  19.0    58.0  \n",
+       "161376  N842UA     463    EWR  ORD     103.0       719  20.0    13.0  \n",
+       "161385  N13913    4572    EWR  GSP      89.0       594  20.0    24.0  \n",
+       "161453  N15983    4404    EWR  PVD      32.0       160  22.0    55.0  \n",
+       "161459  N197JB      30    JFK  ROC      47.0       264   0.0     4.0  \n",
+       "161593  N15983    4354    EWR  IAD      46.0       212   7.0    48.0  \n",
+       "161596  N11109    4250    EWR  IND      97.0       645   7.0    50.0  \n",
+       "161643  N12135    4533    EWR  BUF      47.0       282   8.0    25.0  \n",
+       "161679  N332NB     807    EWR  ATL     103.0       746   8.0    52.0  \n",
+       "161712  N197JB     117    JFK  MSY     166.0      1182   9.0    19.0  \n",
+       "161727  N11176    4140    EWR  XNA     161.0      1131   9.0    36.0  \n",
+       "161730  N563JB     403    JFK  SJU     191.0      1598   9.0    39.0  \n",
+       "161773  N318US    2395    LGA  PBI     139.0      1035  10.0    34.0  \n",
+       "161777  N324JB     885    JFK  RDU      70.0       427  10.0    38.0  \n",
+       "161785  N15985    4389    EWR  STL     127.0       872  10.0    51.0  \n",
+       "161827  N12135    4405    EWR  SAV     100.0       708  11.0    43.0  \n",
+       "161860  N12540    4691    EWR  DAY      78.0       533  12.0    22.0  \n",
+       "161870  N13965    4662    EWR  RDU      68.0       416  12.0    44.0  \n",
+       "161921  N729JB     133    JFK  RSW     152.0      1074  13.0    45.0  \n",
+       "161926  N192JB      66    JFK  BUF      54.0       301  13.0    51.0  \n",
+       "161942  N337JB     625    JFK  HOU     204.0      1428  14.0     9.0  \n",
+       "161962  N14573    4388    EWR  PIT      52.0       319  14.0    37.0  \n",
+       "161973  N15973    4158    EWR  RIC      53.0       277  14.0    45.0  \n",
+       "161994  N935DL    2044    LGA  MIA     148.0      1096  15.0     0.0  \n",
+       "162001  N3ALAA     745    LGA  DFW     189.0      1389  15.0     4.0  \n",
+       "162028  N608QX    4975    EWR  MSP     141.0      1008  15.0    32.0  \n",
+       "162067  N304JB     347    JFK  SRQ     153.0      1041  16.0     1.0  \n",
+       "162072  N642AA    1813    JFK  MCO     132.0       944  16.0     5.0  \n",
+       "162080  N13133    4181    EWR  MCI     159.0      1092  16.0    10.0  \n",
+       "162090  N197JB     119    JFK  MSY     162.0      1182  16.0    17.0  \n",
+       "162105  N825AS    5712    JFK  IAD      44.0       228  16.0    30.0  \n",
+       "162111  N13978    4223    EWR  MKE     110.0       725  16.0    36.0  \n",
+       "162117  N801AY    4147    JFK  IND      95.0       665  16.0    42.0  \n",
+       "162123  N78509    1122    EWR  PBI     150.0      1023  16.0    48.0  \n",
+       "162128  N13965    4372    EWR  DCA      41.0       199  16.0    54.0  \n",
+       "162184  N485UA     681    EWR  RSW     145.0      1068  17.0    36.0  \n",
+       "162191  N668UA     698    EWR  IAH     188.0      1400  17.0    43.0  \n",
+       "162195  N317JB    1085    JFK  CLT      81.0       541  17.0    49.0  \n",
+       "162197  N318US    1619    LGA  MSP     140.0      1020  17.0    51.0  \n",
+       "162200  N530UA     676    EWR  SEA     319.0      2402  17.0    53.0  \n",
+       "162211  N5CGAA     575    JFK  EGE     243.0      1746  18.0     1.0  \n",
+       "162248  N14573    4701    EWR  BTV      42.0       266  18.0    41.0  \n",
+       "162288  N11565    4410    EWR  CAE      89.0       602  19.0    12.0  \n",
+       "162334  N904XJ    3374    JFK  PIT      57.0       340  19.0    57.0  \n",
+       "162344  N13949    4153    EWR  CLT      79.0       529  20.0     6.0  \n",
+       "162348  N13965    4130    EWR  RIC      48.0       277  20.0     9.0  \n",
+       "162352   N3759      83    JFK  FLL     142.0      1069  20.0    12.0  \n",
+       "162355  N26549    3805    EWR  BNA     111.0       748  20.0    14.0  \n",
+       "162405  N851MQ    4423    JFK  RDU      69.0       427  21.0    26.0  \n",
+       "162419  N753US    2191    LGA  DCA      37.0       214  22.0     9.0  \n",
+       "162422  N337JB     115    JFK  MSY     161.0      1182  22.0    18.0  \n",
+       "162431  N13133    5670    EWR  BWI      34.0       169  22.0    55.0  \n",
+       "162432  N14974    4404    EWR  PVD      32.0       160  23.0     4.0  \n",
+       "162597  N14902    3828    EWR  ATL     114.0       746   8.0     3.0  \n",
+       "162618  N36444    1525    EWR  RSW     160.0      1068   8.0    16.0  \n",
+       "162620  N78524    1701    EWR  FLL     162.0      1065   8.0    18.0  \n",
+       "162657  N821JB     643    JFK  SFO     349.0      2586   8.0    51.0  \n",
+       "162691  N16571    4233    EWR  BTV      45.0       266   9.0    21.0  \n",
+       "162694  N918XJ    3353    JFK  DTW      85.0       509   9.0    24.0  \n",
+       "162796  N34137    1481    EWR  SJU     194.0      1608  11.0    37.0  \n",
+       "162804  N747UW    1427    JFK  CLT      77.0       541  11.0    42.0  \n",
+       "162934  N935DL    1685    LGA  MCO     138.0       950  14.0    30.0  \n",
+       "162961  N649JB    1783    JFK  MCO     136.0       944  14.0    53.0  \n",
+       "163138  N522LR    3788    LGA  IAD      47.0       229  17.0    23.0  \n",
+       "163146  N852MQ    4403    JFK  RDU      65.0       427  17.0    30.0  \n",
+       "163149  N30401    1122    EWR  PBI     139.0      1023  17.0    32.0  \n",
+       "163163  N5CGAA    1635    JFK  SJU     194.0      1598  17.0    43.0  \n",
+       "163165  N320AA     181    JFK  LAX     337.0      2475  17.0    47.0  \n",
+       "163173  N936XJ    3436    JFK  RDU      65.0       427  17.0    52.0  \n",
+       "163176  N723TW    1322    JFK  SFO     353.0      2586  17.0    57.0  \n",
+       "163183  N14198    4705    EWR  ATL     109.0       746  18.0     6.0  \n",
+       "163218  N5CPAA     145    JFK  SAN     327.0      2446  18.0    41.0  \n",
+       "163244  N323AA     177    JFK  SFO     348.0      2586  19.0     1.0  \n",
+       "163256  N3HWAA    1611    LGA  MIA     152.0      1096  19.0    11.0  \n",
+       "163264  N924XJ    3523    JFK  ORD     118.0       740  19.0    17.0  \n",
+       "163290  N635AA     575    JFK  EGE     246.0      1746  19.0    33.0  \n",
+       "163336  N722TW      87    JFK  LAX     328.0      2475  20.0    32.0  \n",
+       "163379  N969DL    1231    LGA  DTW      76.0       502  21.0    19.0  \n",
+       "163391  N852MQ    4423    JFK  RDU      66.0       427  21.0    50.0  \n",
+       "163400  N600QX    5157    LGA  JAX     106.0       833  22.0    33.0  \n",
+       "163493  N539UA     543    EWR  PBI     134.0      1023   7.0     7.0  \n",
+       "163495  N8316H    3401    LGA  STL     130.0       888   7.0    10.0  \n",
+       "163604  N16919    4219    EWR  DTW      83.0       488   8.0    57.0  \n",
+       "163678  N905XJ    3538    JFK  MSP     151.0      1029  10.0    42.0  \n",
+       "163693  N806UA     385    EWR  MTJ     249.0      1795  11.0    10.0  \n",
+       "163761  N370NB    1875    LGA  TPA     135.0      1010  12.0    54.0  \n",
+       "163772  N539MQ    3792    JFK  DCA      54.0       213  13.0    14.0  \n",
+       "163773  N722EV    5025    LGA  BTV      45.0       258  13.0    15.0  \n",
+       "163774  N758US    1443    JFK  CLT      74.0       541  13.0    15.0  \n",
+       "163840  N982DL    2044    LGA  MIA     147.0      1096  14.0    43.0  \n",
+       "163846  N738MQ    4475    LGA  RDU      65.0       431  14.0    47.0  \n",
+       "163921  N16954    3853    EWR  GRR      93.0       605  16.0     1.0  \n",
+       "163944  N13161    4684    EWR  MCI     156.0      1092  16.0    25.0  \n",
+       "163979  N605JB     347    JFK  SRQ     145.0      1041  17.0     2.0  \n",
+       "163986  N307JB      12    JFK  SYR      43.0       209  17.0    10.0  \n",
+       "163991  N724EV    4983    LGA  GSO      65.0       461  17.0    13.0  \n",
+       "164009  N921XJ    3407    JFK  PIT      68.0       340  17.0    29.0  \n",
+       "164013  N8577D    4147    JFK  IND      99.0       665  17.0    40.0  \n",
+       "164014  N695CA    5505    LGA  DTW      74.0       502  17.0    41.0  \n",
+       "164120  N5DVAA     145    JFK  SAN     346.0      2446  20.0     4.0  \n",
+       "164139  N648JB      87    JFK  SLC     271.0      1990  20.0    32.0  \n",
+       "164152  N216JB      21    JFK  TPA     143.0      1005  21.0     8.0  \n",
+       "164167  N812UA     528    EWR  ORD     116.0       719  21.0    48.0  \n",
+       "164171  N12238    1241    EWR  TPA     138.0       997  22.0    12.0  \n",
+       "164178  N192JB     701    JFK  SJU     196.0      1598  22.0    47.0  \n",
+       "164184  N228JB     128    JFK  BTV      59.0       266   0.0    51.0  \n",
+       "164274  N572UA     387    EWR  LAX     329.0      2454   7.0    48.0  \n",
+       "164307  N806UA     770    EWR  IAH     204.0      1400   8.0    10.0  \n",
+       "164419  N334JB    1061    JFK  AUS     226.0      1521  10.0    18.0  \n",
+       "164487  N843VA      23    JFK  SFO     362.0      2586  11.0    52.0  \n",
+       "164509  N759EV    5273    LGA  PIT      59.0       335  12.0    31.0  \n",
+       "164518  N719EV    5134    EWR  DTW      91.0       488  12.0    45.0  \n",
+       "164588  N532MQ    4658    LGA  ATL     125.0       762  14.0     6.0  \n",
+       "164596  N805UA     887    EWR  IAH       NaN      1400  14.0    22.0  \n",
+       "164597  N418UA     945    EWR  LAX     345.0      2454  14.0    22.0  \n",
+       "164619  N38467    1227    EWR  PHX     303.0      2133  14.0    42.0  \n",
+       "164625  N203JB     127    EWR  MCO     134.0       937  14.0    46.0  \n",
+       "164755  N15985    4572    EWR  GSP     100.0       594  16.0    35.0  \n",
+       "164785  N17560    4118    EWR  BDL      26.0       116  17.0     0.0  \n",
+       "164863  N718TW      31    JFK  SFO     365.0      2586  18.0    23.0  \n",
+       "164868  N11113    4440    EWR  IND     104.0       645  18.0    27.0  \n",
+       "164879  N16918    4373    EWR  DCA      42.0       199  18.0    37.0  \n",
+       "164884  N836VA      27    JFK  SFO     363.0      2586  18.0    43.0  \n",
+       "164907  N75851    1721    EWR  LAX     339.0      2454  18.0    59.0  \n",
+       "164909  N14106    1109    EWR  MCO     132.0       937  19.0     4.0  \n",
+       "164910  N501MJ    3788    LGA  IAD      46.0       229  19.0     5.0  \n",
+       "164923  N229JB      15    JFK  FLL     152.0      1069  19.0    15.0  \n",
+       "164938  N334JB    1016    JFK  BOS      42.0       187  19.0    30.0  \n",
+       "164978  N394AA     543    JFK  MIA     153.0      1089  20.0    10.0  \n",
+       "165001  N11189    4543    EWR  DSM     162.0      1017  20.0    38.0  \n",
+       "165021  N722TW    1465    JFK  SFO     353.0      2586  21.0     1.0  \n",
+       "165022  N76529    1416    EWR  AUS     214.0      1504  21.0     3.0  \n",
+       "165026  N652JB     645    JFK  SFO     360.0      2586  21.0     6.0  \n",
+       "165029  N707EV    5181    EWR  ATL     114.0       746  21.0    13.0  \n",
+       "165037  N625VA      29    JFK  SFO     369.0      2586  21.0    25.0  \n",
+       "165038  N15985    5681    EWR  RDU      71.0       416  21.0    27.0  \n",
+       "165053  N12225    1680    EWR  MIA     149.0      1085  22.0     1.0  \n",
+       "165054  N14920    3817    EWR  SDF     107.0       642  22.0     2.0  \n",
+       "165055  N5EBAA    1613    JFK  SJU     196.0      1598  22.0     5.0  \n",
+       "165057  N77295    1071    EWR  BQN     200.0      1585  22.0    13.0  \n",
+       "165059  N298JB    1069    JFK  AUS     217.0      1521  22.0    19.0  \n",
+       "165060  N967AT     354    LGA  CAK      66.0       397  22.0    24.0  \n",
+       "165062  N967UW    2144    LGA  BOS      39.0       184  22.0    34.0  \n",
+       "165064  N14704    1225    EWR  PBI     147.0      1023  22.0    35.0  \n",
+       "165068  N14219    1642    LGA  ORD     112.0       733  22.0    52.0  \n",
+       "165069  N16571    4404    EWR  PVD      38.0       160  23.0     5.0  \n",
+       "165070  N12122    5670    EWR  BWI      32.0       169  23.0     6.0  \n",
+       "165072  N317US     985    JFK  BOS      38.0       187  23.0    14.0  \n",
+       "165073  N258JB     515    EWR  FLL     146.0      1065  23.0    32.0  \n",
+       "165256  N33182    4241    EWR  DCA      47.0       199   8.0    14.0  \n",
+       "165351  N8604C    4051    JFK  BWI      41.0       184   9.0    40.0  \n",
+       "165356  N3CAAA    2267    LGA  MIA     168.0      1096   9.0    51.0  \n",
+       "165369  N322NB     874    LGA  MIA     165.0      1096  10.0     2.0  \n",
+       "165370  N922XJ    3330    JFK  DCA      46.0       213  10.0     4.0  \n",
+       "165373  N18556    4249    EWR  SYR      40.0       195  10.0     6.0  \n",
+       "165379  N192JB    1061    JFK  AUS     230.0      1521  10.0    13.0  \n",
+       "165394  N586UA     652    EWR  LAS     309.0      2227  10.0    36.0  \n",
+       "165429  N519AA     731    LGA  DFW     211.0      1389  11.0    23.0  \n",
+       "165438  N342AA     179    JFK  SFO     369.0      2586  11.0    34.0  \n",
+       "165486  N945AT     353    LGA  CAK      69.0       397  12.0    47.0  \n",
+       "165492  N710EV    5273    LGA  PIT      63.0       335  12.0    55.0  \n",
+       "165514  N508UA     703    JFK  LAX     347.0      2475  13.0    15.0  \n",
+       "165520  N908DL    2044    LGA  MIA     166.0      1096  13.0    21.0  \n",
+       "165521  N228JB     625    JFK  HOU     219.0      1428  13.0    22.0  \n",
+       "165532  N13994    3267    EWR  BTV      44.0       266  13.0    41.0  \n",
+       "165542  N3JMAA    2253    LGA  MIA     171.0      1096  13.0    51.0  \n",
+       "165555  N485WN    3295    EWR  BNA     123.0       748  14.0    13.0  \n",
+       "165584  N627VA     411    JFK  LAX     368.0      2475  14.0    50.0  \n",
+       "165586  N16151    4118    EWR  BDL      26.0       116  14.0    51.0  \n",
+       "165611  N590JB     705    JFK  SJU     212.0      1598  15.0     7.0  \n",
+       "165631  N324JB    1010    JFK  BOS      46.0       187  15.0    29.0  \n",
+       "165642  N12569    3810    EWR  JAX     131.0       820  15.0    37.0  \n",
+       "165664  N13989    4372    EWR  DCA      49.0       199  15.0    54.0  \n",
+       "165676  N11194    4370    EWR  CHS      97.0       628  16.0     1.0  \n",
+       "165702  N231JB     119    JFK  MSY     177.0      1182  16.0    26.0  \n",
+       "165710  N983DL    2079    LGA  FLL     174.0      1076  16.0    32.0  \n",
+       "165718  N556JB     137    JFK  RSW     158.0      1074  16.0    36.0  \n",
+       "165725  N11206    1178    EWR  AUS     223.0      1504  16.0    42.0  \n",
+       "165740  N339JB      12    JFK  SYR      48.0       209  17.0     0.0  \n",
+       "165755  N945AT     357    LGA  ATL     121.0       762  17.0    14.0  \n",
+       "165756  N353JB    1275    JFK  CHS     101.0       636  17.0    14.0  \n",
+       "165765  N19554    4684    EWR  SDF     122.0       642  17.0    25.0  \n",
+       "165778  N844MQ    4415    LGA  RDU      78.0       431  17.0    39.0  \n",
+       "165785  N832AS    5712    JFK  IAD      51.0       228  17.0    42.0  \n",
+       "165788  N239JB     917    JFK  ORD     123.0       740  17.0    47.0  \n",
+       "165790  N16151    4702    EWR  GSO      75.0       445  17.0    48.0  \n",
+       "165800  N12135    4705    EWR  ATL     125.0       746  17.0    57.0  \n",
+       "165802  N322NB    1473    LGA  MEM     148.0       963  17.0    57.0  \n",
+       "165806  N751EV    4997    EWR  DTW      80.0       488  18.0     3.0  \n",
+       "165807  N14977    4255    EWR  ROC      46.0       246  18.0     4.0  \n",
+       "165811  N558JB      36    JFK  ROC      55.0       264  18.0     6.0  \n",
+       "165816  N16918    4202    EWR  STL     152.0       872  18.0    13.0  \n",
+       "165835  N600LR    3523    JFK  ORD     119.0       740  18.0    38.0  \n",
+       "165845  N513MJ    3788    LGA  IAD      50.0       229  18.0    50.0  \n",
+       "165857  N197JB    1085    JFK  CLT      95.0       541  18.0    56.0  \n",
+       "165870  N33264    1221    EWR  DFW     206.0      1372  19.0     3.0  \n",
+       "165873  N192JB    1016    JFK  BOS      43.0       187  19.0     7.0  \n",
+       "165877  N673MQ    3985    JFK  CVG     111.0       589  19.0    11.0  \n",
+       "165878  N913XJ    3542    JFK  MSP     154.0      1029  19.0    13.0  \n",
+       "165884  N713MQ    4413    LGA  XNA     191.0      1147  19.0    15.0  \n",
+       "165890  N725MQ    4479    LGA  RDU      76.0       431  19.0    21.0  \n",
+       "165895  N348JB    1307    JFK  IAD      57.0       228  19.0    27.0  \n",
+       "165902  N832UA     597    EWR  ORD     112.0       719  19.0    31.0  \n",
+       "165905  N13989    4570    EWR  GRR      96.0       605  19.0    36.0  \n",
+       "165913  N519JB     711    JFK  LAS     328.0      2248  19.0    49.0  \n",
+       "165915  N14542    4382    EWR  DTW      83.0       488  19.0    51.0  \n",
+       "165926  N13958    4104    EWR  CVG     107.0       569  19.0    58.0  \n",
+       "165938  N711MQ    4517    LGA  CRW      81.0       444  20.0    15.0  \n",
+       "165939  N13988    3805    EWR  BNA     132.0       748  20.0    19.0  \n",
+       "165942  N721MQ    4484    LGA  BNA     130.0       764  20.0    20.0  \n",
+       "165943  N14237    1654    EWR  SAN     351.0      2425  20.0    20.0  \n",
+       "165944  N79402    1053    EWR  CLE      67.0       404  20.0    23.0  \n",
+       "165955  N825AS    5714    JFK  IAD      54.0       228  20.0    31.0  \n",
+       "165970  N21130    4663    EWR  CHS      99.0       628  20.0    52.0  \n",
+       "165971  N11194    4509    EWR  MSY     174.0      1167  20.0    53.0  \n",
+       "165977  N908DL    2139    LGA  MIA     161.0      1096  20.0    56.0  \n",
+       "165979  N16919    4258    EWR  IAD      50.0       212  21.0     3.0  \n",
+       "165980  N17196    4257    EWR  ATL     119.0       746  21.0     5.0  \n",
+       "165990  N13994    5681    EWR  RDU      78.0       416  21.0    22.0  \n",
+       "165991  N13965    4566    EWR  ALB      29.0       143  21.0    23.0  \n",
+       "165992  N526MQ    4662    LGA  ATL     115.0       762  21.0    24.0  \n",
+       "166001  N755EV    5157    LGA  CVG     105.0       585  21.0    36.0  \n",
+       "166003  N3HYAA    1787    JFK  TPA     149.0      1005  21.0    38.0  \n",
+       "166008  N612QX    5325    LGA  CHO      54.0       305  21.0    47.0  \n",
+       "166013  N13118    4543    EWR  DSM     164.0      1017  21.0    51.0  \n",
+       "166018  N294JB     629    JFK  HOU     209.0      1428  22.0    13.0  \n",
+       "166019  N844UA     993    EWR  IAH     199.0      1400  22.0    13.0  \n",
+       "166020  N722MQ    4573    LGA  DTW      82.0       502  22.0    16.0  \n",
+       "166021  N22971    4571    EWR  MKE     114.0       725  22.0    17.0  \n",
+       "166024  N844MQ    4555    LGA  CMH      84.0       479  22.0    25.0  \n",
+       "166025  N353JB     115    JFK  MSY     171.0      1182  22.0    32.0  \n",
+       "166026  N14960    4350    EWR  DCA      41.0       199  22.0    34.0  \n",
+       "166029  N16170    4206    EWR  BTV      39.0       266  22.0    41.0  \n",
+       "166032  N192JB    1178    EWR  BOS      34.0       200  22.0    45.0  \n",
+       "166034  N691CA    5181    EWR  ATL     114.0       746  22.0    51.0  \n",
+       "166036  N14204    4404    EWR  PVD      29.0       160  23.0     0.0  \n",
+       "166177  N351JB    1305    JFK  IAD      47.0       228   7.0    36.0  \n",
+       "166210  N522UA     387    EWR  LAX     343.0      2454   8.0     1.0  \n",
+       "166289  N740EV    4901    EWR  MSP     144.0      1008   9.0     3.0  \n",
+       "166324  N16918    4101    EWR  MEM     156.0       946   9.0    41.0  \n",
+       "166365  N343NW    2379    LGA  FLL     152.0      1076  10.0    32.0  \n",
+       "166391  N603JB     901    JFK  FLL     153.0      1069  11.0     8.0  \n",
+       "166417  N709EV    4984    EWR  DTW      80.0       488  11.0    39.0  \n",
+       "166441  N22971    4405    EWR  SAV     115.0       708  12.0     2.0  \n",
+       "166460  N15910    4108    EWR  PWM      51.0       284  12.0    34.0  \n",
+       "166463  N69063    1443    EWR  IAH     208.0      1400  12.0    35.0  \n",
+       "166499  N969DL     695    JFK  MCO     143.0       944  13.0    22.0  \n",
+       "166508  N12900    4147    EWR  BUF      55.0       282  13.0    36.0  \n",
+       "166558  N12922    4628    EWR  STL     153.0       872  14.0    37.0  \n",
+       "166592  N27962    4434    EWR  MHT      48.0       209  14.0    59.0  \n",
+       "166611  N15973    3823    EWR  MSN     130.0       799  15.0    26.0  \n",
+       "166635  N12569    3810    EWR  JAX     122.0       820  15.0    49.0  \n",
+       "166648  N590JB     141    JFK  PBI     145.0      1028  15.0    56.0  \n",
+       "166650  N13550    4372    EWR  DCA      39.0       199  15.0    57.0  \n",
+       "166673  N77066      15    EWR  HNL     638.0      4963  16.0    12.0  \n",
+       "166677  N694MQ    4172    JFK  CLE      87.0       425  16.0    16.0  \n",
+       "166681  N12135    4572    EWR  GSP      94.0       594  16.0    22.0  \n",
+       "166693  N15910    4326    EWR  CLT      90.0       529  16.0    33.0  \n",
+       "166707  N17108    4703    EWR  GRR     100.0       605  16.0    48.0  \n",
+       "166724  N933WN     266    EWR  DEN     246.0      1605  17.0     0.0  \n",
+       "166743  N8733G    4135    JFK  BWI      45.0       184  17.0    19.0  \n",
+       "166761  N22971    4534    EWR  MKE     119.0       725  17.0    32.0  \n",
+       "166768  N585JB     985    LGA  TPA     148.0      1010  17.0    39.0  \n",
+       "166773  N16170    4327    EWR  SAV     115.0       708  17.0    44.0  \n",
+       "166776  N12564    4684    EWR  SDF     116.0       642  17.0    48.0  \n",
+       "166782  N723EV    4997    EWR  DTW      85.0       488  17.0    53.0  \n",
+       "166794  N13997    3841    EWR  RDU      69.0       416  18.0     5.0  \n",
+       "166796  N12552    4398    EWR  ORF      49.0       284  18.0     8.0  \n",
+       "166819  N13975    4373    EWR  DCA      43.0       199  18.0    27.0  \n",
+       "166828  N571JB     547    EWR  PBI     142.0      1023  18.0    38.0  \n",
+       "166829  N14562    4202    EWR  STL     153.0       872  18.0    40.0  \n",
+       "166844  N14116    4255    EWR  ROC      47.0       246  18.0    50.0  \n",
+       "166860  N359NW    1779    LGA  FLL     158.0      1076  19.0     7.0  \n",
+       "166878  N12957    4104    EWR  CVG     111.0       569  19.0    21.0  \n",
+       "166926  N766JB     527    EWR  MCO     133.0       937  20.0     5.0  \n",
+       "166933  N525UA     389    JFK  SFO     346.0      2586  20.0    18.0  \n",
+       "166934  N494UA     442    EWR  SAT     292.0      1569  20.0    21.0  \n",
+       "166945  N8758D    3899    JFK  CLE      85.0       425  20.0    30.0  \n",
+       "166951  N37277    1583    EWR  SEA     322.0      2402  20.0    37.0  \n",
+       "166953  N23707    1656    EWR  SNA     327.0      2434  20.0    39.0  \n",
+       "166954  N18102    4204    EWR  OKC     217.0      1325  20.0    40.0  \n",
+       "166973  N3BSAA     269    JFK  SEA     337.0      2422  20.0    59.0  \n",
+       "166975  N655MQ    3944    JFK  BWI      39.0       184  21.0     7.0  \n",
+       "166977  N367NW    2370    LGA  PBI     148.0      1035  21.0    10.0  \n",
+       "166981  N12135    4566    EWR  ALB      34.0       143  21.0    14.0  \n",
+       "166982  N353NB    1433    LGA  RSW     161.0      1080  21.0    16.0  \n",
+       "166991  N14573    5681    EWR  RDU      69.0       416  21.0    27.0  \n",
+       "166998  N12924    4570    EWR  GRR      97.0       605  21.0    35.0  \n",
+       "167005  N910DL    2231    LGA  DTW      82.0       502  21.0    50.0  \n",
+       "167010  N24706    1680    EWR  MIA     153.0      1085  22.0     5.0  \n",
+       "167014  N13989    4700    EWR  CLT      87.0       529  22.0    31.0  \n",
+       "167015  N469UA     374    EWR  FLL     160.0      1065  22.0    31.0  \n",
+       "167016  N14203    4119    EWR  RIC      53.0       277  22.0    32.0  \n",
+       "167020  N808UA     995    EWR  IAH     214.0      1400  22.0    40.0  \n",
+       "167024  N16951    4219    EWR  IND     113.0       645  22.0    51.0  \n",
+       "167025  N329JB     515    EWR  FLL     154.0      1065  22.0    55.0  \n",
+       "167026  N33182    4132    EWR  OMA     174.0      1134  23.0    10.0  \n",
+       "167027  N14158    5670    EWR  BWI      33.0       169  23.0    41.0  \n",
+       "167029  N238JB     128    JFK  BTV      51.0       266  23.0    55.0  \n",
+       "167154  N524JB     501    JFK  FLL     163.0      1069   7.0    22.0  \n",
+       "167377  N532MQ    4654    LGA  ATL     118.0       762  11.0     6.0  \n",
+       "167392  N4XVAA    1739    EWR  DFW     218.0      1372  11.0    25.0  \n",
+       "167451  N13550    4711    EWR  STL     153.0       872  12.0    39.0  \n",
+       "167523  N298JB      66    JFK  BUF      58.0       301  14.0     6.0  \n",
+       "167545  N33182    4612    EWR  MSP     163.0      1008  14.0    33.0  \n",
+       "167673  N346JB    1275    JFK  CHS     106.0       636  16.0    17.0  \n",
+       "167692  N87527    1134    EWR  AUS     208.0      1504  16.0    37.0  \n",
+       "167729  N26545    4223    EWR  MKE     122.0       725  17.0     7.0  \n",
+       "167742  N534UW      35    JFK  PHX     277.0      2153  17.0    15.0  \n",
+       "167776  N661JB    1012    JFK  BOS      42.0       187  17.0    51.0  \n",
+       "167859  N674UA     404    EWR  IAH     192.0      1400  19.0     5.0  \n",
+       "167886  N353JB    1307    JFK  IAD      52.0       228  19.0    24.0  \n",
+       "167895  N956UW    2138    LGA  BOS      41.0       184  19.0    29.0  \n",
+       "167915  N543UA     504    EWR  PHX     273.0      2133  19.0    48.0  \n",
+       "167965  N22909    4312    EWR  DCA      41.0       199  20.0    44.0  \n",
+       "167978  N994DL    1854    LGA  FLL     160.0      1076  20.0    57.0  \n",
+       "167984  N33262    1053    EWR  CLE      64.0       404  21.0     4.0  \n",
+       "167988  N39728    1680    EWR  MIA     153.0      1085  21.0    11.0  \n",
+       "168017  N494UA     995    EWR  IAH     201.0      1400  22.0    43.0  \n",
+       "168026  N238JB      22    JFK  SYR      39.0       209   0.0    14.0  \n",
+       "168323  N492UA     311    EWR  DEN     221.0      1605  10.0     6.0  \n",
+       "168330  N231JB    1061    JFK  AUS     211.0      1521  10.0    23.0  \n",
+       "168359  N557UA     347    JFK  SFO     348.0      2586  10.0    59.0  \n",
+       "168366  N830AS    5736    LGA  IAD      50.0       229  11.0     9.0  \n",
+       "168371  N391CA    4984    EWR  DTW      84.0       488  11.0    16.0  \n",
+       "168377  N327AA     179    JFK  SFO     347.0      2586  11.0    28.0  \n",
+       "168384  N429UA     207    EWR  SFO     346.0      2565  11.0    34.0  \n",
+       "168423  N560UA     642    JFK  SFO     346.0      2586  12.0    20.0  \n",
+       "168428  N648JB     641    JFK  SFO     346.0      2586  12.0    28.0  \n",
+       "168436  N353JB      24    JFK  BTV      50.0       266  12.0    40.0  \n",
+       "168442  N751EV    5277    EWR  MSP     145.0      1008  12.0    48.0  \n",
+       "168468  N841VA     187    EWR  SFO     358.0      2565  13.0    16.0  \n",
+       "168490  N840VA      23    JFK  SFO     355.0      2586  13.0    41.0  \n",
+       "168517  N904DL    2119    LGA  MSP     156.0      1020  14.0    16.0  \n",
+       "168689  N12921    4352    EWR  CVG     100.0       569  16.0    45.0  \n",
+       "168715  N526JB     141    JFK  PBI     161.0      1028  17.0     3.0  \n",
+       "168797  N622VA     413    JFK  LAX     328.0      2475  18.0    25.0  \n",
+       "168809  N238JB    1275    JFK  CHS     120.0       636  18.0    37.0  \n",
+       "168830  N236JB    1185    JFK  RDU      85.0       427  18.0    55.0  \n",
+       "168836  N585JB     989    JFK  FLL     166.0      1069  19.0     1.0  \n",
+       "168842  N607JB      36    JFK  ROC      43.0       264  19.0     6.0  \n",
+       "168845  N530VA     193    EWR  SFO     355.0      2565  19.0    12.0  \n",
+       "168846  N629VA      27    JFK  SFO     349.0      2586  19.0    12.0  \n",
+       "168868  N310DE    2343    EWR  ATL     119.0       746  19.0    35.0  \n",
+       "168871  N339AA     177    JFK  SFO     357.0      2586  19.0    36.0  \n",
+       "168907  N656JB       9    JFK  MCO     149.0       944  20.0     9.0  \n",
+       "168916  N553UA     504    EWR  PHX     274.0      2133  20.0    24.0  \n",
+       "168935  N16981    4570    EWR  GRR      97.0       605  20.0    42.0  \n",
+       "168936  N416UA     466    EWR  ORD     108.0       719  20.0    42.0  \n",
+       "168940  N14186    4509    EWR  MSY     181.0      1167  20.0    46.0  \n",
+       "168954  N3749D      83    JFK  FLL     170.0      1069  21.0     1.0  \n",
+       "168956  N628VA      29    JFK  SFO     361.0      2586  21.0     2.0  \n",
+       "168959  N512UA     389    JFK  SFO     353.0      2586  21.0     6.0  \n",
+       "168962  N349NB    1433    LGA  RSW     181.0      1080  21.0    11.0  \n",
+       "168968  N768JB     645    JFK  SFO     356.0      2586  21.0    18.0  \n",
+       "168971  N4XEAA     361    LGA  ORD     113.0       733  21.0    21.0  \n",
+       "168974  N367NW    1435    LGA  TPA     160.0      1010  21.0    23.0  \n",
+       "168978  N17229      18    EWR  SFO     341.0      2565  21.0    30.0  \n",
+       "168987  N721MQ    4555    LGA  CMH      83.0       479  21.0    44.0  \n",
+       "168990  N3CBAA     791    LGA  DFW     179.0      1389  22.0    14.0  \n",
+       "168998  N216JB     701    JFK  SJU     196.0      1598  22.0    47.0  \n",
+       "169013  N651JB     713    JFK  SJU     212.0      1598   0.0    29.0  \n",
+       "169206  N414UA     216    EWR  PHX     288.0      2133   8.0    27.0  \n",
+       "169227  N543MQ    3768    EWR  ORD     120.0       719   8.0    46.0  \n",
+       "169277  N57852    1223    EWR  LAX     301.0      2454   9.0    32.0  \n",
+       "169305  N805JB     181    JFK  SAN     324.0      2446   9.0    57.0  \n",
+       "169319  N638JB     403    JFK  SJU     204.0      1598  10.0    19.0  \n",
+       "169346  N451UA     649    EWR  CLE      66.0       404  11.0     1.0  \n",
+       "169347  N586UA     864    EWR  MIA     186.0      1085  11.0     4.0  \n",
+       "169443  N24128    4235    EWR  MCI     159.0      1092  13.0     3.0  \n",
+       "169444  N4UCAA     731    LGA  DFW     189.0      1389  13.0     3.0  \n",
+       "169457  N536UA     561    EWR  LAS     298.0      2227  13.0    21.0  \n",
+       "169512  N527JB     431    LGA  SRQ     161.0      1047  14.0    32.0  \n",
+       "169625  N21723    1186    EWR  MIA     182.0      1085  15.0    59.0  \n",
+       "169638  N349NW    2079    LGA  FLL     170.0      1076  16.0     9.0  \n",
+       "169649  N926XJ    3452    JFK  BOS      34.0       187  16.0    25.0  \n",
+       "169688  N8968E    4178    JFK  ROC      55.0       264  16.0    59.0  \n",
+       "169727  N76514    1674    EWR  IAH     175.0      1400  17.0    34.0  \n",
+       "169770  N37468    1214    EWR  DEN     224.0      1605  18.0    21.0  \n",
+       "169771  N517JB       9    JFK  MCO     139.0       944  18.0    22.0  \n",
+       "169786  N741SA    4490    LGA  STL     130.0       888  18.0    30.0  \n",
+       "169793  N346JB      15    JFK  FLL     166.0      1069  18.0    43.0  \n",
+       "169799  N328AA     133    JFK  LAX     331.0      2475  18.0    49.0  \n",
+       "169813  N953DL    2231    LGA  DTW      87.0       502  18.0    55.0  \n",
+       "169829  N938WN    3872    EWR  MDW     111.0       711  19.0     3.0  \n",
+       "169840  N586UA     504    EWR  PHX     281.0      2133  19.0    15.0  \n",
+       "169872  N597JB     391    LGA  MCO     142.0       950  19.0    45.0  \n",
+       "169890  N5BTAA     543    JFK  MIA     154.0      1089  20.0     3.0  \n",
+       "169907  N926XJ    3443    JFK  MCI     162.0      1113  20.0    19.0  \n",
+       "169912  N16976    4153    EWR  CLT      80.0       529  20.0    24.0  \n",
+       "169921  N24128    4390    EWR  MCI     161.0      1092  20.0    33.0  \n",
+       "169925  N925DL    2139    LGA  MIA     149.0      1096  20.0    38.0  \n",
+       "169928  N905DL    1854    LGA  FLL     151.0      1076  20.0    40.0  \n",
+       "169943  N13994    4258    EWR  IAD      46.0       212  21.0     4.0  \n",
+       "169951  N425AA     883    EWR  DFW     184.0      1372  21.0    14.0  \n",
+       "169974  N32404    1071    EWR  BQN     205.0      1585  21.0    54.0  \n",
+       "169980  N816UA     993    EWR  IAH     189.0      1400  22.0    19.0  \n",
+       "169983  N12135    4132    EWR  OMA     169.0      1134  22.0    40.0  \n",
+       "170178  N13975    4219    EWR  DTW      93.0       488   9.0     2.0  \n",
+       "170192  N5EYAA     655    JFK  STT     225.0      1623   9.0    19.0  \n",
+       "170196  N605JB     403    JFK  SJU     222.0      1598   9.0    22.0  \n",
+       "170279  N483UA     348    EWR  RSW     153.0      1068  11.0    33.0  \n",
+       "170297  N744EV    5485    LGA  PBI     138.0      1035  11.0    54.0  \n",
+       "170331  N570JB    1101    JFK  FLL     137.0      1069  12.0    50.0  \n",
+       "170365  N8475B    4051    JFK  BWI      38.0       184  13.0    37.0  \n",
+       "170506  N715JB     153    JFK  MCO     133.0       944  16.0    14.0  \n",
+       "170515  N825AS    5712    JFK  IAD      43.0       228  16.0    28.0  \n",
+       "170525  N283JB     347    JFK  SRQ     149.0      1041  16.0    35.0  \n",
+       "170555  N14174    4154    EWR  IND     101.0       645  17.0     0.0  \n",
+       "170566  N8475B    4135    JFK  BWI      35.0       184  17.0    12.0  \n",
+       "170588  N623JB     985    LGA  TPA     143.0      1010  17.0    34.0  \n",
+       "170625  N3763D     503    JFK  SAN     331.0      2446  18.0    32.0  \n",
+       "170631  N193DN      17    JFK  LAX     329.0      2475  18.0    44.0  \n",
+       "170675  N579JB     217    JFK  LGB     335.0      2465  19.0    28.0  \n",
+       "170726  N830AY    4127    JFK  IAD      42.0       228  21.0     0.0  \n",
+       "170734  N57857    1462    EWR  SFO     328.0      2565  21.0    12.0  \n",
+       "170736  N75432    1244    EWR  SJU     232.0      1608  21.0    18.0  \n",
+       "170738  N912XJ    3439    JFK  CVG      90.0       589  21.0    20.0  \n",
+       "170739  N565JB     147    JFK  RSW     154.0      1074  21.0    22.0  \n",
+       "170750  N76508    1241    EWR  TPA     145.0       997  22.0    22.0  \n",
+       "171028  N57857    1199    EWR  LAX     333.0      2454  10.0    41.0  \n",
+       "171133  N644JB     133    JFK  RSW     161.0      1074  13.0    11.0  \n",
+       "171202  N693DL    1947    LGA  ATL     109.0       762  14.0    35.0  \n",
+       "171208  N629JB     991    JFK  PBI     145.0      1028  14.0    43.0  \n",
+       "171245  N508MQ    3697    EWR  ORD     115.0       719  15.0     4.0  \n",
+       "171249  N24103    4306    EWR  GSO      71.0       445  15.0     6.0  \n",
+       "171338  N643JB     377    LGA  FLL     162.0      1076  16.0    28.0  \n",
+       "171351  N476AA    1033    EWR  DFW     189.0      1372  16.0    41.0  \n",
+       "171383  N633AA    1635    JFK  SJU     194.0      1598  17.0     1.0  \n",
+       "171438  N924DL    2098    LGA  MIA     149.0      1096  18.0     2.0  \n",
+       "171440  N21197    4299    EWR  DCA      42.0       199  18.0     5.0  \n",
+       "171466  N296JB      15    JFK  FLL     154.0      1069  18.0    28.0  \n",
+       "171481  N12145    4382    EWR  DTW      81.0       488  18.0    43.0  \n",
+       "171522  N908DE    1585    LGA  MCO     135.0       950  19.0    18.0  \n",
+       "171540  N519AA    2019    LGA  STL     133.0       888  19.0    32.0  \n",
+       "171628  N413UA     442    EWR  SAT     221.0      1569  21.0     5.0  \n",
+       "171635  N928XJ    3444    JFK  RDU      67.0       427  21.0    13.0  \n",
+       "171638  N33289    1642    LGA  ORD     118.0       733  21.0    14.0  \n",
+       "171656  N21197    4536    EWR  CVG      96.0       569  22.0     2.0  \n",
+       "171657  N951UW    2144    LGA  BOS      39.0       184  22.0     3.0  \n",
+       "171664  N11165    4204    EWR  OKC       NaN      1325  22.0    44.0  \n",
+       "171667  N643JB     383    LGA  FLL     138.0      1076  23.0    28.0  \n",
+       "171911  N1EAMQ    3737    EWR  ORD     140.0       719   9.0     4.0  \n",
+       "171950  N14972    4638    EWR  CVG      94.0       569   9.0    51.0  \n",
+       "171974  N582AA     309    LGA  ORD     137.0       733  10.0    15.0  \n",
+       "171978  N636JB     108    JFK  BUF      49.0       301  10.0    26.0  \n",
+       "171992  N834UA     544    LGA  ORD     144.0       733  10.0    41.0  \n",
+       "172109  N8968E    3608    JFK  PHL      26.0        94  13.0    10.0  \n",
+       "172115  N487UA     255    LGA  ORD     124.0       733  13.0    19.0  \n",
+       "172153  N639SW    3295    EWR  BNA     116.0       748  14.0     8.0  \n",
+       "172157  N525AA     329    LGA  ORD     124.0       733  14.0    12.0  \n",
+       "172174  N4YEAA     331    LGA  ORD     127.0       733  14.0    37.0  \n",
+       "172212  N18102    4118    EWR  BDL      24.0       116  14.0    59.0  \n",
+       "172218  N591JB    1783    JFK  MCO     130.0       944  15.0     4.0  \n",
+       "172234  N419UA     790    LGA  IAH     210.0      1416  15.0    21.0  \n",
+       "172271  N504MQ    3765    EWR  ORD     110.0       719  15.0    50.0  \n",
+       "172423  N172US     894    LGA  CLT      82.0       544  18.0     7.0  \n",
+       "172432  N18101    4702    EWR  GSO      69.0       445  18.0    17.0  \n",
+       "172502  N13913    4352    EWR  CVG      98.0       569  19.0    16.0  \n",
+       "172587  N11119    4204    EWR  OKC       NaN      1325  20.0    47.0  \n",
+       "172591  N329AA     177    JFK  SFO     357.0      2586  20.0    49.0  \n",
+       "172627  N506MQ    3744    EWR  ORD     119.0       719  21.0    58.0  \n",
+       "172629  N845UA     363    EWR  ORD       NaN       719  22.0     2.0  \n",
+       "172639  N13913    4364    EWR  SDF     105.0       642  23.0    36.0  \n",
+       "172643  N712JB     927    EWR  MCO     125.0       937  23.0    55.0  \n",
+       "172947  N913XJ    3521    JFK  ORD     134.0       740  10.0    11.0  \n",
+       "172952  N520JB     553    EWR  RSW     158.0      1068  10.0    16.0  \n",
+       "172969  N592JB    1101    JFK  FLL     141.0      1069  10.0    42.0  \n",
+       "172992  N557AA     319    LGA  ORD     122.0       733  11.0    14.0  \n",
+       "173005  N503MQ    3795    EWR  ORD     121.0       719  11.0    34.0  \n",
+       "173011  N8965E    3608    JFK  PHL      37.0        94  11.0    41.0  \n",
+       "173012  N4YPAA     321    LGA  ORD     125.0       733  11.0    41.0  \n",
+       "173046  N37287    1622    EWR  ORD     118.0       719  12.0    27.0  \n",
+       "173056  N4XVAA     327    LGA  ORD     130.0       733  12.0    40.0  \n",
+       "173067  N544MQ    3697    EWR  ORD     133.0       719  12.0    52.0  \n",
+       "173096  N353NB    2319    LGA  MSP     153.0      1020  13.0    24.0  \n",
+       "173124  N26215    1603    LGA  ORD     116.0       733  14.0     0.0  \n",
+       "173134  N966DL    1685    LGA  MCO     126.0       950  14.0    21.0  \n",
+       "173189  N14907    4267    EWR  SAV      99.0       708  15.0     9.0  \n",
+       "173198  N786NC    2239    EWR  DTW      82.0       488  15.0    19.0  \n",
+       "173201  N516AA     337    LGA  ORD     127.0       733  15.0    21.0  \n",
+       "173212  N583JB     209    JFK  LGB     324.0      2465  15.0    30.0  \n",
+       "173225  N915DL    1779    LGA  FLL     147.0      1076  15.0    45.0  \n",
+       "173257  N17185    4323    EWR  RDU      62.0       416  16.0    16.0  \n",
+       "173274  N932XJ    3318    JFK  BUF      58.0       301  16.0    33.0  \n",
+       "173276  N14974    4434    EWR  MHT      39.0       209  16.0    34.0  \n",
+       "173292  N564UA     647    EWR  DEN     229.0      1605  16.0    47.0  \n",
+       "173321  N504JB     369    LGA  PBI     143.0      1035  17.0    16.0  \n",
+       "173333  N12996    4583    EWR  BNA     109.0       748  17.0    28.0  \n",
+       "173337  N13979    4352    EWR  CVG       NaN       569  17.0    31.0  \n",
+       "173341  N14904    4702    EWR  GSO      68.0       445  17.0    36.0  \n",
+       "173344  N520JB     509    EWR  FLL     145.0      1065  17.0    38.0  \n",
+       "173348  N913DL    1982    LGA  MIA     154.0      1096  17.0    40.0  \n",
+       "173359  N610WN     142    EWR  MDW     114.0       711  17.0    53.0  \n",
+       "173374  N73283    1492    EWR  ORD     115.0       719  18.0     2.0  \n",
+       "173377  N13969    5667    EWR  ROC      47.0       246  18.0     7.0  \n",
+       "173382  N12552    4202    EWR  STL     130.0       872  18.0    12.0  \n",
+       "173388  N12921    4175    EWR  SAV      98.0       708  18.0    17.0  \n",
+       "173393  N8794B    3580    JFK  BWI      41.0       184  18.0    22.0  \n",
+       "173397  N912XJ    3459    JFK  BNA     106.0       765  18.0    23.0  \n",
+       "173398  N901XJ    3523    JFK  ORD     125.0       740  18.0    24.0  \n",
+       "173409  N746JB     985    LGA  TPA     138.0      1010  18.0    28.0  \n",
+       "173432  N76505    1734    EWR  PHX     284.0      2133  18.0    51.0  \n",
+       "173450  N27200    4571    EWR  CHS      87.0       628  19.0     5.0  \n",
+       "173456  N76504    1738    EWR  ORD     117.0       719  19.0     8.0  \n",
+       "173464  N3FUAA    1351    JFK  ORD     127.0       740  19.0    19.0  \n",
+       "173467  N13908    4423    EWR  CVG     102.0       569  19.0    22.0  \n",
+       "173475  N613JB     359    JFK  BUR     343.0      2465  19.0    27.0  \n",
+       "173482  N4YTAA     353    LGA  ORD     120.0       733  19.0    30.0  \n",
+       "173509  N922XJ    3403    JFK  MCI     155.0      1113  19.0    58.0  \n",
+       "173514  N391CA    5486    LGA  PIT      57.0       335  20.0     3.0  \n",
+       "173517  N504MQ    3730    EWR  ORD     123.0       719  20.0     4.0  \n",
+       "173546  N837UA     994    EWR  ORD     115.0       719  20.0    39.0  \n",
+       "173549  N4WRAA     359    LGA  ORD     125.0       733  20.0    41.0  \n",
+       "173551  N918XJ    3525    JFK  ORD     132.0       740  20.0    42.0  \n",
+       "173562  N14570    3806    EWR  BNA     108.0       748  21.0     2.0  \n",
+       "173568  N339JB     130    JFK  BUF      62.0       301  21.0    10.0  \n",
+       "173572  N14959    4312    EWR  DCA      41.0       199  21.0    14.0  \n",
+       "173574  N4XPAA     361    LGA  ORD     126.0       733  21.0    15.0  \n",
+       "173578  N722US    2189    LGA  DCA      44.0       214  21.0    26.0  \n",
+       "173579  N23139    4204    EWR  OKC     189.0      1325  21.0    27.0  \n",
+       "173587  N467UA     527    EWR  DFW     190.0      1372  21.0    40.0  \n",
+       "173597  N14143    4658    EWR  GSO      64.0       445  21.0    55.0  \n",
+       "173601  N580AA     371    LGA  ORD     116.0       733  22.0    24.0  \n",
+       "173608  N12167    4700    EWR  CLT      75.0       529  22.0    58.0  \n",
+       "173610  N14960    4309    EWR  PWM      44.0       284  23.0    21.0  \n",
+       "173629  N33203    1703    EWR  BOS      36.0       200   0.0     1.0  \n",
+       "173630  N73251    1548    EWR  BOS      36.0       200   0.0    18.0  \n",
+       "173631  N713EV    5038    LGA  BHM     115.0       866   0.0    25.0  \n",
+       "173632  N496WN    3696    LGA  MKE     118.0       738   0.0    25.0  \n",
+       "173633  N197JB     115    JFK  MSY     158.0      1182   0.0    28.0  \n",
+       "173634  N14231    1130    EWR  DFW     200.0      1372   0.0    28.0  \n",
+       "173635  N910DE    1147    LGA  ATL     101.0       762   0.0    32.0  \n",
+       "173636  N810UA     330    EWR  PBI     138.0      1023   0.0    38.0  \n",
+       "173637  N274JB    1069    JFK  AUS     235.0      1521   0.0    41.0  \n",
+       "173638  N912DE    1854    LGA  FLL     141.0      1076   0.0    51.0  \n",
+       "173639  N258JB     515    EWR  FLL     135.0      1065   1.0     2.0  \n",
+       "173640  N835UA     568    EWR  IAH     230.0      1400   1.0     9.0  \n",
+       "173641  N319AA     185    JFK  LAX     339.0      2475   1.0    17.0  \n",
+       "173642  N318JB      22    JFK  SYR      47.0       209   1.0    18.0  \n",
+       "173643  N458UA     740    EWR  TPA     130.0       997   1.0    28.0  \n",
+       "173644  N760JB      43    JFK  MCO     120.0       944   1.0    36.0  \n",
+       "173645  N297WN    2805    EWR  MSY     155.0      1167   1.0    50.0  \n",
+       "173646  N603JB      97    JFK  DEN     231.0      1626   1.0    56.0  \n",
+       "173647  N304JB     701    JFK  SJU     195.0      1598   2.0     0.0  \n",
+       "173648  N353JB     128    JFK  BTV      50.0       266   2.0     1.0  \n",
+       "173649  N943AT     354    LGA  CAK      64.0       397   2.0    18.0  \n",
+       "173650  N580JB     727    JFK  BQN     199.0      1576   2.0    19.0  \n",
+       "173651  N502UA     771    JFK  LAX     359.0      2475   2.0    29.0  \n",
+       "173652  N763JB    1018    JFK  BOS      34.0       187   2.0    35.0  \n",
+       "173653  N634JB     112    JFK  BUF      52.0       301   2.0    35.0  \n",
+       "173654  N729JB      11    JFK  FLL     136.0      1069   2.0    46.0  \n",
+       "173655  N558JB     739    JFK  PSE     196.0      1617   2.0    53.0  \n",
+       "173656  N796JB     325    JFK  TPA     127.0      1005   3.0    15.0  \n",
+       "173657  N358NW     985    JFK  BOS      33.0       187   3.0    17.0  \n",
+       "173690  N913DL    1485    LGA  MCO     128.0       950   6.0     4.0  \n",
+       "173881  N27239    1162    EWR  ORD     159.0       719   8.0    57.0  \n",
+       "173890  N4XCAA     305    LGA  ORD     157.0       733   9.0     2.0  \n",
+       "173899  N653JB     208    JFK  BUF      61.0       301   9.0    17.0  \n",
+       "173904  N618JB     215    EWR  SJU     194.0      1608   9.0    20.0  \n",
+       "173924  N14542    5790    EWR  DAY      84.0       533   9.0    47.0  \n",
+       "173925  N0EGMQ    3737    EWR  ORD     155.0       719   9.0    47.0  \n",
+       "173950  N319AA      59    JFK  SFO     358.0      2586  10.0     2.0  \n",
+       "173989  N612JB     197    JFK  LAS     301.0      2248  10.0    58.0  \n",
+       "173992  N959DL    2391    JFK  TPA     139.0      1005  11.0     0.0  \n",
+       "174022  N516MQ    3795    EWR  ORD     126.0       719  11.0    42.0  \n",
+       "174023  N746JB     503    EWR  FLL     139.0      1065  11.0    47.0  \n",
+       "174029  N323US    1885    LGA  MCO     124.0       950  11.0    54.0  \n",
+       "174063  N819UA     673    LGA  ORD     130.0       733  12.0    37.0  \n",
+       "174070  N848UA     775    EWR  ORD     117.0       719  12.0    47.0  \n",
+       "174073  N573AA     321    LGA  ORD     127.0       733  12.0    50.0  \n",
+       "174088  N13956    5679    EWR  CMH      71.0       463  13.0     1.0  \n",
+       "174096  N428WN    3839    EWR  MDW     127.0       711  13.0    11.0  \n",
+       "174101  N534MQ    4646    LGA  MSP     149.0      1020  13.0    17.0  \n",
+       "174104  N604LR    3341    JFK  BOS      32.0       187  13.0    21.0  \n",
+       "174134  N514MQ    3697    EWR  ORD     159.0       719  14.0     2.0  \n",
+       "174138  N928XJ    3521    JFK  ORD     153.0       740  14.0     7.0  \n",
+       "174145  N14905    4190    EWR  BDL      24.0       116  14.0    25.0  \n",
+       "174150  N76065      15    EWR  HNL     666.0      4963  14.0    31.0  \n",
+       "174155  N441UA     272    EWR  ORD     151.0       719  14.0    35.0  \n",
+       "174188  N4YAAA     331    LGA  ORD     157.0       733  14.0    57.0  \n",
+       "174194  N344NB    1131    LGA  DTW      89.0       502  15.0     5.0  \n",
+       "174202  N799SW    1739    EWR  PHX     284.0      2133  15.0    12.0  \n",
+       "174207  N12116    1284    EWR  ORD     163.0       719  15.0    15.0  \n",
+       "174212  N3HLAA     753    LGA  DFW     199.0      1389  15.0    20.0  \n",
+       "174217  N915XJ    3354    JFK  BOS      34.0       187  15.0    26.0  \n",
+       "174236  N525MQ    3765    EWR  ORD     158.0       719  15.0    44.0  \n",
+       "174237  N818UA     545    EWR  DFW       NaN      1372  15.0    45.0  \n",
+       "174272  N814UA     793    LGA  ORD     146.0       733  16.0    17.0  \n",
+       "174284  N340NB    1231    LGA  DTW     101.0       502  16.0    36.0  \n",
+       "174285  N838UA     621    LGA  ORD     158.0       733  16.0    36.0  \n",
+       "174296  N656MQ    4146    JFK  CMH      81.0       483  16.0    49.0  \n",
+       "174301  N14171    4147    EWR  IAD      57.0       212  16.0    59.0  \n",
+       "174302  N4XCAA     341    LGA  ORD     166.0       733  16.0    59.0  \n",
+       "174314  N600LR    3325    JFK  DFW     192.0      1391  17.0    16.0  \n",
+       "174317  N48901    4583    EWR  BNA       NaN       748  17.0    18.0  \n",
+       "174332  N355NB     515    LGA  MIA     145.0      1096  17.0    30.0  \n",
+       "174342  N292JB     917    JFK  ORD     164.0       740  17.0    42.0  \n",
+       "174343  N910WN     142    EWR  MDW     147.0       711  17.0    42.0  \n",
+       "174348  N11206    1680    EWR  ORD     160.0       719  17.0    50.0  \n",
+       "174349  N8936A    4120    JFK  CLE       NaN       425  17.0    51.0  \n",
+       "174354  N8980A    3579    JFK  IND     103.0       665  17.0    55.0  \n",
+       "174370  N907XJ    3400    JFK  MKE     135.0       745  18.0     4.0  \n",
+       "174378  N12967    5667    EWR  ROC      51.0       246  18.0    13.0  \n",
+       "174379  N526AA     343    LGA  ORD     148.0       733  18.0    15.0  \n",
+       "174380  N618MQ    4255    JFK  BNA     111.0       765  18.0    15.0  \n",
+       "174383  N557UA     512    JFK  SFO     343.0      2586  18.0    22.0  \n",
+       "174388  N811UA     314    LGA  ORD     131.0       733  18.0    26.0  \n",
+       "174391  N457UA     417    EWR  ORD     145.0       719  18.0    27.0  \n",
+       "174403  N371NW    2331    LGA  DTW      96.0       502  18.0    43.0  \n",
+       "174404  N13968    4180    EWR  DAY      90.0       533  18.0    44.0  \n",
+       "174411  N12569    5678    EWR  CVG      86.0       569  18.0    52.0  \n",
+       "174420  N746JB       9    JFK  MCO     130.0       944  18.0    56.0  \n",
+       "174421  N676CA    4997    EWR  DTW      83.0       488  18.0    57.0  \n",
+       "174423  N205FR     419    LGA  DEN     222.0      1620  18.0    59.0  \n",
+       "174429  N3CGAA    1351    JFK  ORD     134.0       740  19.0    12.0  \n",
+       "174439  N915DL    2131    LGA  DTW      98.0       502  20.0     1.0  \n",
+       "174441  N625VA     169    EWR  LAX     338.0      2454  20.0    11.0  \n",
+       "174443  N12225     148    EWR  SAN     327.0      2425  20.0    16.0  \n",
+       "174445  N326NB    1305    EWR  MSP     160.0      1008  20.0    17.0  \n",
+       "174446  N503AA     345    LGA  ORD     130.0       733  20.0    18.0  \n",
+       "174448  N5PBMQ    3730    EWR  ORD     123.0       719  20.0    23.0  \n",
+       "174449  N16709    1719    LGA  CLE      91.0       419  20.0    24.0  \n",
+       "174450  N336AA      21    JFK  LAX     360.0      2475  20.0    25.0  \n",
+       "174451  N850UA     345    EWR  CLE      80.0       404  20.0    25.0  \n",
+       "174452  N738MQ    4517    LGA  CRW       NaN       444  20.0    30.0  \n",
+       "174453  N76517    1523    EWR  DEN     233.0      1605  20.0    32.0  \n",
+       "174454  N684MQ    3985    JFK  CVG      92.0       589  20.0    34.0  \n",
+       "174455  N27724    1725    EWR  ORD     134.0       719  20.0    37.0  \n",
+       "174456  N606JB      91    JFK  OAK     354.0      2576  20.0    41.0  \n",
+       "174457  N544UA     436    EWR  SFO     348.0      2565  20.0    41.0  \n",
+       "174458  N591AA     353    LGA  ORD     131.0       733  20.0    46.0  \n",
+       "174461  N368NB     975    LGA  PIT      62.0       335  20.0    53.0  \n",
+       "174462  N14219    1023    LGA  ORD     129.0       733  20.0    53.0  \n",
+       "174464  N589AA     359    LGA  ORD     132.0       733  21.0     0.0  \n",
+       "174467  N590JB      36    JFK  ROC      53.0       264  21.0     6.0  \n",
+       "174468  N908DL    1435    LGA  TPA     139.0      1010  21.0    12.0  \n",
+       "174470  N342NW    2019    LGA  MSP     165.0      1020  21.0    13.0  \n",
+       "174472  N12160    4333    EWR  TUL       NaN      1215  21.0    24.0  \n",
+       "174473  N624VA     415    JFK  LAX     340.0      2475  21.0    24.0  \n",
+       "174474  N8913A    4019    JFK  RIC      67.0       288  21.0    40.0  \n",
+       "174475  N3736C      83    JFK  FLL     141.0      1069  21.0    47.0  \n",
+       "174476  N77295    1299    EWR  RSW     143.0      1068  21.0    47.0  \n",
+       "174477  N762US    2187    LGA  DCA      59.0       214  21.0    48.0  \n",
+       "174479  N17185    4153    EWR  CLT       NaN       529  21.0    51.0  \n",
+       "174480  N3CRAA    1787    JFK  TPA     141.0      1005  21.0    51.0  \n",
+       "174482  N436UA     463    EWR  ORD     119.0       719  21.0    58.0  \n",
+       "174483  N3ATAA    1762    JFK  BOS      32.0       187  22.0     1.0  \n",
+       "174484  N324US    1715    LGA  MSY     162.0      1183  22.0     8.0  \n",
+       "174486  N623JB     155    JFK  MCO     130.0       944  22.0    13.0  \n",
+       "174487  N643JB     147    JFK  RSW     139.0      1074  22.0    14.0  \n",
+       "174488  N592JB     801    JFK  FLL     147.0      1069  22.0    32.0  \n",
+       "174489  N591JB     677    JFK  LAX     335.0      2475  22.0    32.0  \n",
+       "174490  N12900    3826    EWR  TYS      92.0       631  22.0    33.0  \n",
+       "174491  N918DL    2370    LGA  PBI     148.0      1035  22.0    36.0  \n",
+       "174492  N393DA    1729    JFK  LAS     297.0      2248  22.0    44.0  \n",
+       "174493  N552JB     527    EWR  MCO     126.0       937  22.0    45.0  \n",
+       "174494  N597JB     383    LGA  FLL     150.0      1076  22.0    47.0  \n",
+       "174495  N345NB    1051    JFK  MSY     158.0      1182  22.0    55.0  \n",
+       "174496  N504UA     570    EWR  MCO     128.0       937  22.0    55.0  \n",
+       "174497  N565JB     399    LGA  MCO     134.0       950  22.0    59.0  \n",
+       "174498  N927AT     645    LGA  ATL     109.0       762  23.0     2.0  \n",
+       "174499  N653JB     381    LGA  FLL     145.0      1076  23.0     5.0  \n",
+       "174500  N826UA     695    LGA  ORD     127.0       733  23.0     9.0  \n",
+       "174501  N18243    1168    EWR  IAH     205.0      1400  23.0    10.0  \n",
+       "174502  N348JB    1178    EWR  BOS      35.0       200  23.0    17.0  \n",
+       "174503  N239JB     130    JFK  BUF      61.0       301  23.0    23.0  \n",
+       "174504  N387DA    1247    LGA  ATL     107.0       762  23.0    32.0  \n",
+       "174505  N827UA     996    EWR  SFO     357.0      2565  23.0    33.0  \n",
+       "174506  N206JB      21    JFK  TPA     137.0      1005  23.0    36.0  \n",
+       "174507  N296JB     629    JFK  HOU     202.0      1428  23.0    38.0  \n",
+       "174508  N583JB    1020    JFK  BOS      31.0       187  23.0    39.0  \n",
+       "174509  N570JB      39    JFK  PBI     144.0      1028  23.0    40.0  \n",
+       "174510  N536JB     713    JFK  SJU     192.0      1598  23.0    42.0  \n",
+       "174511  N561JB     645    JFK  SFO     347.0      2586  23.0    44.0  \n",
+       "174512  N264LV     115    LGA  MDW     122.0       725  23.0    47.0  \n",
+       "174513  N14731    1558    EWR  MIA     145.0      1085  23.0    49.0  \n",
+       "174514  N317JB    1085    JFK  CLT      80.0       541  23.0    51.0  \n",
+       "174515  N27722    1187    EWR  MSY     154.0      1167  23.0    57.0  \n",
+       "174619  N639JB      43    JFK  MCO     126.0       944   0.0    29.0  \n",
+       "174620  N481UA     411    EWR  BOS      33.0       200   0.0    49.0  \n",
+       "174763  N613JB     983    LGA  TPA     140.0      1010   8.0     0.0  \n",
+       "174769  N599JB     208    JFK  BUF      57.0       301   8.0     5.0  \n",
+       "174773  N16981    4334    EWR  CMH      75.0       463   8.0     9.0  \n",
+       "174820  N12160    4241    EWR  DCA      44.0       199   8.0    53.0  \n",
+       "174827  N637JB     643    JFK  SFO     353.0      2586   8.0    59.0  \n",
+       "174847  N22909    3816    EWR  PIT      56.0       319   9.0    20.0  \n",
+       "174851  N932XJ    3538    JFK  MSP     159.0      1029   9.0    24.0  \n",
+       "174866  N16951    4548    EWR  DTW      94.0       488   9.0    42.0  \n",
+       "174869  N578AA     309    LGA  ORD     141.0       733   9.0    46.0  \n",
+       "174871  N16919    4099    EWR  STL     136.0       872   9.0    47.0  \n",
+       "174875  N717EV    5223    LGA  CHS      89.0       641   9.0    51.0  \n",
+       "174893  N556UW    1621    EWR  CLT      79.0       529  10.0    11.0  \n",
+       "174895  N14573    4638    EWR  CVG      92.0       569  10.0    20.0  \n",
+       "174903  N4YFAA     313    LGA  ORD     127.0       733  10.0    29.0  \n",
+       "174908  N16976    4298    EWR  JAX     118.0       820  10.0    34.0  \n",
+       "174911  N5FTAA     655    JFK  STT     202.0      1623  10.0    40.0  \n",
+       "174923  N37293    1581    EWR  SEA     320.0      2402  10.0    53.0  \n",
+       "174925  N371NB    1109    LGA  TPA     146.0      1010  10.0    56.0  \n",
+       "174932  N752EV    5025    LGA  BTV      42.0       258  11.0     6.0  \n",
+       "174935  N265JB      56    JFK  BTV      47.0       266  11.0     6.0  \n",
+       "174937  N4XFAA     319    LGA  ORD     127.0       733  11.0     8.0  \n",
+       "174938  N352NW    2319    LGA  MSP     161.0      1020  11.0     9.0  \n",
+       "174942  N18223    1485    EWR  FLL     155.0      1065  11.0    11.0  \n",
+       "174950  N544MQ    3795    EWR  ORD     126.0       719  11.0    19.0  \n",
+       "174954  N8444F    4065    LGA  SDF     109.0       659  11.0    26.0  \n",
+       "174955  N343NB     485    EWR  ATL     109.0       746  11.0    28.0  \n",
+       "174957  N810UA     731    EWR  ORD     124.0       719  11.0    31.0  \n",
+       "174977  N847UA     272    EWR  ORD     121.0       719  11.0    57.0  \n",
+       "174993  N815UA     673    LGA  ORD     129.0       733  12.0    15.0  \n",
+       "174998  N4WVAA    1855    LGA  STL     130.0       888  12.0    29.0  \n",
+       "175014  N37263    1143    EWR  PBI     138.0      1023  12.0    49.0  \n",
+       "175030  N580JB     197    JFK  LAS     304.0      2248  13.0     1.0  \n",
+       "175033  N811UA     544    LGA  ORD     125.0       733  13.0     5.0  \n",
+       "175041  N15980    3815    EWR  ORF      50.0       284  13.0    22.0  \n",
+       "175047  N13908    4464    EWR  IND     101.0       645  13.0    29.0  \n",
+       "175059  N13132    4162    EWR  JAX     120.0       820  13.0    42.0  \n",
+       "175062  N14952    4640    EWR  DAY      95.0       533  13.0    45.0  \n",
+       "175064  N17233    1605    EWR  LAS     294.0      2227  13.0    47.0  \n",
+       "175074  N17126    1001    EWR  ORD     126.0       719  14.0     1.0  \n",
+       "175076  N584AA     329    LGA  ORD     129.0       733  14.0     3.0  \n",
+       "175079  N823UA     617    LGA  ORD     122.0       733  14.0     9.0  \n",
+       "175083  N76522    1708    EWR  SJU     196.0      1608  14.0    23.0  \n",
+       "175091  N752EV    5148    LGA  CVG     102.0       585  14.0    35.0  \n",
+       "175098  N613JB     377    LGA  FLL     145.0      1076  14.0    41.0  \n",
+       "175101  N502MQ    3765    EWR  ORD     120.0       719  14.0    44.0  \n",
+       "175109  N587JB     705    JFK  SJU     196.0      1598  14.0    50.0  \n",
+       "175119  N4WWAA     331    LGA  ORD     117.0       733  14.0    56.0  \n",
+       "175136  N829UA     545    EWR  DFW     197.0      1372  15.0     7.0  \n",
+       "175142  N76523    1670    EWR  SFO     335.0      2565  15.0    13.0  \n",
+       "175147  N14573    4668    EWR  SAV     107.0       708  15.0    22.0  \n",
+       "175155  N908WN    1739    EWR  PHX     301.0      2133  15.0    28.0  \n",
+       "175167  N33182    4193    EWR  MSP     156.0      1008  15.0    42.0  \n",
+       "175169  N21129    4157    EWR  CHS      95.0       628  15.0    43.0  \n",
+       "175181  N11191    4181    EWR  MCI     162.0      1092  15.0    56.0  \n",
+       "175185  N16919    4100    EWR  MEM     150.0       946  15.0    58.0  \n",
+       "175187  N593AA     337    LGA  ORD     124.0       733  15.0    58.0  \n",
+       "175197  N4YAAA     341    LGA  ORD     115.0       733  16.0     7.0  \n",
+       "175204  N16963    4388    EWR  CVG      99.0       569  16.0    12.0  \n",
+       "175208  N513MQ    3823    JFK  DCA      52.0       213  16.0    13.0  \n",
+       "175230  N12563    4684    EWR  SDF     109.0       642  16.0    34.0  \n",
+       "175235  N87512    1558    EWR  SFO     338.0      2565  16.0    38.0  \n",
+       "175240  N12996    4326    EWR  CLT      84.0       529  16.0    47.0  \n",
+       "175243  N11165    5673    EWR  GRR     106.0       605  16.0    53.0  \n",
+       "175254  N624JB     509    EWR  FLL     152.0      1065  17.0     2.0  \n",
+       "175262  N660MQ    3985    JFK  CVG     100.0       589  17.0    13.0  \n",
+       "175267  N298JB    1275    JFK  CHS      96.0       636  17.0    18.0  \n",
+       "175276  N16987    4583    EWR  BNA     119.0       748  17.0    26.0  \n",
+       "175277  N7740A     142    EWR  MDW     111.0       711  17.0    26.0  \n",
+       "175280  N705JB     985    LGA  TPA     142.0      1010  17.0    30.0  \n",
+       "175282  N820AS    5745    LGA  IAD      44.0       229  17.0    31.0  \n",
+       "175286  N13997    4299    EWR  DCA      50.0       199  17.0    34.0  \n",
+       "175293  N836UA     489    EWR  SFO     336.0      2565  17.0    39.0  \n",
+       "175294  N8EGMQ    3695    EWR  ORD     113.0       719  17.0    40.0  \n",
+       "175307  N11565    3819    EWR  ATL     117.0       746  17.0    50.0  \n",
+       "175309  N835AY    3881    EWR  CVG      99.0       569  17.0    51.0  \n",
+       "175320  N21537    4352    EWR  CVG     107.0       569  18.0     0.0  \n",
+       "175326  N814UA     586    EWR  CLE      68.0       404  18.0     4.0  \n",
+       "175327  N471AA    1905    EWR  DFW     202.0      1372  18.0     5.0  \n",
+       "175329  N602LR    3318    JFK  BUF      59.0       301  18.0     6.0  \n",
+       "175331  N26215    1738    EWR  ORD     120.0       719  18.0     7.0  \n",
+       "175332  N435AA     345    LGA  ORD     116.0       733  18.0     9.0  \n",
+       "175333  N803UA     314    LGA  ORD     116.0       733  18.0    10.0  \n",
+       "175335  N197PQ    4997    EWR  DTW      82.0       488  18.0    12.0  \n",
+       "175344  N454UA     689    LGA  ORD     118.0       733  18.0    24.0  \n",
+       "175348  N26549    4635    EWR  CVG      96.0       569  18.0    28.0  \n",
+       "175359  N3GNAA    1999    EWR  MIA     135.0      1085  18.0    39.0  \n",
+       "175365  N15574    4353    EWR  BNA     133.0       748  18.0    42.0  \n",
+       "175369  N8631E    3580    JFK  BWI      44.0       184  18.0    47.0  \n",
+       "175370  N4WVAA     773    LGA  DFW     208.0      1389  18.0    49.0  \n",
+       "175380  N527VA     193    EWR  SFO     342.0      2565  18.0    57.0  \n",
+       "175382  N536UW     894    LGA  CLT      91.0       544  18.0    58.0  \n",
+       "175387  N3GDAA    1351    JFK  ORD     121.0       740  19.0     3.0  \n",
+       "175391  N8409N    4178    JFK  ROC      51.0       264  19.0     8.0  \n",
+       "175401  N13979    5667    EWR  ROC      44.0       246  19.0    17.0  \n",
+       "175403  N3EYAA     785    LGA  DFW     209.0      1389  19.0    20.0  \n",
+       "175411  N4XMAA     353    LGA  ORD     116.0       733  19.0    29.0  \n",
+       "175417  N263WN    2805    EWR  MSY     194.0      1167  19.0    32.0  \n",
+       "175420  N11164    4702    EWR  GSO      74.0       445  19.0    40.0  \n",
+       "175421  N653JB     547    EWR  PBI     141.0      1023  19.0    40.0  \n",
+       "175422  N501MQ    4674    LGA  CLE      73.0       419  19.0    41.0  \n",
+       "175423  N16732    1523    EWR  DEN     219.0      1605  19.0    41.0  \n",
+       "175425  N555LV    3872    EWR  MDW     131.0       711  19.0    45.0  \n",
+       "175433  N908XJ    3383    JFK  CVG      96.0       589  19.0    53.0  \n",
+       "175435  N918XJ    3459    JFK  BNA     118.0       765  19.0    55.0  \n",
+       "175440  N752EV    5222    LGA  BGR      51.0       378  19.0    58.0  \n",
+       "175441  N377NW    2019    LGA  MSP     149.0      1020  19.0    58.0  \n",
+       "175443  N3BTAA     119    EWR  LAX     328.0      2454  20.0     1.0  \n",
+       "175447  N824UA     527    EWR  DFW     201.0      1372  20.0     5.0  \n",
+       "175448  N215WN     962    LGA  BNA     126.0       764  20.0     6.0  \n",
+       "175450  N414WN    3696    LGA  MKE     121.0       738  20.0     9.0  \n",
+       "175465  N723MQ    4517    LGA  CRW      72.0       444  20.0    25.0  \n",
+       "175468  N600QX    5168    LGA  GSO      71.0       461  20.0    27.0  \n",
+       "175470  N37263    1637    EWR  TPA     151.0       997  20.0    27.0  \n",
+       "175473  N584AA     359    LGA  ORD     133.0       733  20.0    36.0  \n",
+       "175474  N921XJ    3525    JFK  ORD     128.0       740  20.0    37.0  \n",
+       "175479  N8928A    3798    JFK  CLT      85.0       541  20.0    40.0  \n",
+       "175480  N13969    4153    EWR  CLT      85.0       529  20.0    41.0  \n",
+       "175481  N629VA     169    EWR  LAX     323.0      2454  20.0    41.0  \n",
+       "175484  N24706    1010    EWR  MIA     146.0      1085  20.0    43.0  \n",
+       "175486  N644JB     381    LGA  FLL     146.0      1076  20.0    50.0  \n",
+       "175487  N852MQ    4423    JFK  RDU      71.0       427  20.0    50.0  \n",
+       "175488  N34110    4333    EWR  TUL     189.0      1215  20.0    51.0  \n",
+       "175491  N15710    1482    EWR  ORD     123.0       719  21.0     0.0  \n",
+       "175494  N586AS       7    EWR  SEA     317.0      2402  21.0     8.0  \n",
+       "175496  N956UW    2142    LGA  BOS      30.0       184  21.0    11.0  \n",
+       "175497  N18557    3806    EWR  BNA     123.0       748  21.0    14.0  \n",
+       "175503  N8736A    4059    LGA  DAY      86.0       549  21.0    17.0  \n",
+       "175506  N507UA     423    LGA  DEN     220.0      1620  21.0    21.0  \n",
+       "175507  N15555    4087    EWR  ATL     122.0       746  21.0    22.0  \n",
+       "175512  N76503    1299    EWR  RSW     155.0      1068  21.0    25.0  \n",
+       "175514  N518MQ    3783    JFK  CMH      76.0       483  21.0    36.0  \n",
+       "175515  N426UA     282    EWR  AUS     213.0      1504  21.0    36.0  \n",
+       "175521  N14148    4642    EWR  OMA     160.0      1134  21.0    45.0  \n",
+       "175525  N12216    1685    EWR  PBI     158.0      1023  21.0    48.0  \n",
+       "175527  N12567    4131    EWR  RIC      50.0       277  21.0    50.0  \n",
+       "175529  N558JB     165    JFK  PDX     316.0      2454  21.0    54.0  \n",
+       "175530  N519JB    1020    JFK  BOS      34.0       187  21.0    54.0  \n",
+       "175531  N37422    1244    EWR  SJU     185.0      1608  21.0    57.0  \n",
+       "175532  N944UW    2144    LGA  BOS      32.0       184  22.0     4.0  \n",
+       "175533  N353JB     629    JFK  HOU     208.0      1428  22.0     6.0  \n",
+       "175534  N806JB     399    LGA  MCO     136.0       950  22.0     9.0  \n",
+       "175535  N14916    4414    EWR  STL     135.0       872  22.0    10.0  \n",
+       "175536  N10156    4368    EWR  DAY      88.0       533  22.0    15.0  \n",
+       "175537  N475AA     371    LGA  ORD     116.0       733  22.0    16.0  \n",
+       "175538  N602LR    3313    JFK  JAX     115.0       828  22.0    17.0  \n",
+       "175539  N14920    4119    EWR  RIC      49.0       277  22.0    18.0  \n",
+       "175540  N951WN     184    EWR  MDW     109.0       711  22.0    19.0  \n",
+       "175544  N14543    4695    EWR  MHT      34.0       209  22.0    29.0  \n",
+       "175545  N833AS    5714    JFK  IAD      42.0       228  22.0    29.0  \n",
+       "175546  N613JB     383    LGA  FLL     155.0      1076  22.0    31.0  \n",
+       "175547  N4WMAA    2075    EWR  DFW     187.0      1372  22.0    33.0  \n",
+       "175549  N411UA     996    EWR  SFO     320.0      2565  22.0    36.0  \n",
+       "175550  N14562    4421    EWR  BTV      43.0       266  22.0    38.0  \n",
+       "175551  N559UA     884    EWR  SFO     319.0      2565  22.0    38.0  \n",
+       "175553  N931XJ    3334    JFK  PIT      69.0       340  22.0    41.0  \n",
+       "175555  N14907    4658    EWR  GSO      75.0       445  22.0    47.0  \n",
+       "175557  N262WN     115    LGA  MDW     109.0       725  22.0    50.0  \n",
+       "175558  N14959    4700    EWR  CLT      83.0       529  22.0    54.0  \n",
+       "175560  N12996    3267    EWR  PWM      43.0       284  23.0     0.0  \n",
+       "175562  N16918    4293    EWR  CHS      98.0       628  23.0     3.0  \n",
+       "175563  N11191    4631    EWR  JAX     117.0       820  23.0     4.0  \n",
+       "175566  N504JB      35    JFK  PBI     137.0      1028  23.0    19.0  \n",
+       "175567  N17146    3823    LGA  CLE      70.0       419  23.0    21.0  \n",
+       "175568  N16178    4166    EWR  GSP      97.0       594  23.0    39.0  \n",
+       "175569  N258JB     515    EWR  FLL     143.0      1065  23.0    45.0  \n",
+       "175613  N14991    4166    EWR  GSP     104.0       594   0.0    48.0  \n",
+       "175614  N15986    3826    EWR  TYS     103.0       631   0.0    51.0  \n",
+       "175615  N283JB     515    EWR  FLL     160.0      1065   1.0     2.0  \n",
+       "175734  N16919    4334    EWR  CMH      75.0       463   7.0    34.0  \n",
+       "175799  N11107    4638    EWR  CVG      99.0       569   8.0    40.0  \n",
+       "175823  N14562    4243    EWR  BNA     126.0       748   8.0    59.0  \n",
+       "175829  N24103    4241    EWR  DCA       NaN       199   9.0     2.0  \n",
+       "175851  N813MQ    4418    JFK  DCA      97.0       213   9.0    25.0  \n",
+       "175853  N24128    4535    EWR  MSP     136.0      1008   9.0    27.0  \n",
+       "175858  N13908    4233    EWR  BTV      46.0       266   9.0    32.0  \n",
+       "175863  N11164    4612    EWR  OMA     167.0      1134   9.0    35.0  \n",
+       "175864  N16546    4625    EWR  CHS     109.0       628   9.0    37.0  \n",
+       "175865  N14125    5677    EWR  CVG      99.0       569   9.0    37.0  \n",
+       "175868  N13997    4515    EWR  MHT      40.0       209   9.0    40.0  \n",
+       "175873  N320US     914    LGA  DEN     224.0      1620   9.0    43.0  \n",
+       "175906  N192JB      20    JFK  ROC      49.0       264  10.0    13.0  \n",
+       "175911  N931XJ    3353    JFK  DTW      82.0       509  10.0    24.0  \n",
+       "175925  N13956    4409    EWR  RIC       NaN       277  10.0    47.0  \n",
+       "175929  N332AA     179    JFK  SFO     340.0      2586  10.0    59.0  \n",
+       "175942  N922XJ    3335    JFK  BOS      42.0       187  11.0    17.0  \n",
+       "175960  N14907    5790    EWR  DAY      88.0       533  11.0    44.0  \n",
+       "175968  N909EV    5711    JFK  IAD      46.0       228  12.0     0.0  \n",
+       "175978  N13988    4269    EWR  IAD      47.0       212  12.0     8.0  \n",
+       "175988  N12567    4371    EWR  BNA     125.0       748  12.0    40.0  \n",
+       "175989  N269WN    2074    LGA  MDW     112.0       725  12.0    43.0  \n",
+       "175998  N524MQ    3768    EWR  ORD     117.0       719  12.0    54.0  \n",
+       "175999  N523MQ    4646    LGA  MSP     138.0      1020  12.0    57.0  \n",
+       "176003  N762US    2173    LGA  DCA      48.0       214  13.0     2.0  \n",
+       "176005  N820AS    5736    LGA  IAD      48.0       229  13.0     3.0  \n",
+       "176007  N509MQ    4661    LGA  BNA     115.0       764  13.0     5.0  \n",
+       "176009  N294JB    1174    EWR  BOS      42.0       200  13.0    10.0  \n",
+       "176010  N14174    4586    EWR  SYR      38.0       195  13.0    11.0  \n",
+       "176011  N915XJ    3341    JFK  BOS      48.0       187  13.0    11.0  \n",
+       "176012  N738MQ    4431    LGA  RDU      71.0       431  13.0    13.0  \n",
+       "176014  N978AT     347    LGA  ATL     116.0       762  13.0    16.0  \n",
+       "176017  N424WN    3839    EWR  MDW     108.0       711  13.0    19.0  \n",
+       "176025  N523JB    1183    JFK  MCO     149.0       944  13.0    29.0  \n",
+       "176041  N3HCAA    1850    JFK  BOS      36.0       187  14.0     0.0  \n",
+       "176042  N351JB      66    JFK  BUF      56.0       301  14.0     0.0  \n",
+       "176043  N192JB    1006    JFK  BOS      41.0       187  14.0     2.0  \n",
+       "176046  N815UA     487    LGA  ORD     114.0       733  14.0     6.0  \n",
+       "176047  N630WN    1637    EWR  HOU     231.0      1411  14.0     7.0  \n",
+       "176048  N745VJ    2175    LGA  DCA      44.0       214  14.0     7.0  \n",
+       "176049  N723EV    5148    LGA  CVG      94.0       585  14.0     9.0  \n",
+       "176056  N908WN    3209    LGA  DEN     230.0      1620  14.0    21.0  \n",
+       "176059  N13908    3815    EWR  ORF      55.0       284  14.0    25.0  \n",
+       "176067  N11176    4502    EWR  BNA     130.0       748  14.0    45.0  \n",
+       "176071  N249JB     127    EWR  MCO     147.0       937  14.0    47.0  \n",
+       "176073  N735MQ    4491    LGA  CLE      75.0       419  14.0    47.0  \n",
+       "176077  N597AA     331    LGA  ORD     120.0       733  14.0    53.0  \n",
+       "176080  N505MQ    3765    EWR  ORD     117.0       719  14.0    55.0  \n",
+       "176089  N832AS    5712    JFK  IAD      51.0       228  15.0     6.0  \n",
+       "176092  N13978    3832    EWR  STL     145.0       872  15.0    13.0  \n",
+       "176093  N19554    4464    EWR  IND     104.0       645  15.0    13.0  \n",
+       "176095  N623JB     377    LGA  FLL     176.0      1076  15.0    15.0  \n",
+       "176097  N715UW    2177    LGA  DCA      43.0       214  15.0    15.0  \n",
+       "176098  N504MQ    4605    LGA  RDU      77.0       431  15.0    16.0  \n",
+       "176100  N592JB    1783    JFK  MCO     150.0       944  15.0    18.0  \n",
+       "176116  N504JB      83    JFK  SEA     314.0      2422  15.0    35.0  \n",
+       "176118  N327NW    1819    LGA  MSP     146.0      1020  15.0    36.0  \n",
+       "176120  N76502    1687    EWR  MCO     140.0       937  15.0    42.0  \n",
+       "176124  N727SW    2444    LGA  MDW     116.0       725  15.0    45.0  \n",
+       "176126  N348JB     347    JFK  SRQ     169.0      1041  15.0    46.0  \n",
+       "176130  N671DN    1947    LGA  ATL     118.0       762  15.0    50.0  \n",
+       "176135  N16546    4308    EWR  PWM      44.0       284  15.0    53.0  \n",
+       "176137  N956AT     721    LGA  CAK      64.0       397  15.0    55.0  \n",
+       "176139  N13975    5793    EWR  RIC      66.0       277  15.0    56.0  \n",
+       "176146  N639MQ    4333    JFK  PIT      68.0       340  16.0     4.0  \n",
+       "176151  N11539    4157    EWR  CHS     115.0       628  16.0     9.0  \n",
+       "176156  N3CMAA    1925    LGA  MIA     189.0      1096  16.0    11.0  \n",
+       "176157  N338NW    2175    LGA  MIA     174.0      1096  16.0    11.0  \n",
+       "176159  N678AW     186    EWR  PHX     289.0      2133  16.0    13.0  \n",
+       "176161  N201AA     883    EWR  DFW     206.0      1372  16.0    15.0  \n",
+       "176165  N7714B    1739    EWR  PHX     300.0      2133  16.0    18.0  \n",
+       "176170  N432US     720    EWR  CLT      85.0       529  16.0    25.0  \n",
+       "176178  N926DL    1779    LGA  FLL     177.0      1076  16.0    30.0  \n",
+       "176184  N15983    5660    EWR  ATL     128.0       746  16.0    35.0  \n",
+       "176185  N521UA     236    EWR  DEN     218.0      1605  16.0    37.0  \n",
+       "176186  N252WN     142    EWR  MDW     113.0       711  16.0    39.0  \n",
+       "176194  N964DL    1982    LGA  MIA     164.0      1096  16.0    47.0  \n",
+       "176196  N922XJ    3354    JFK  BOS      41.0       187  16.0    49.0  \n",
+       "176198  N11140    4181    EWR  MCI     167.0      1092  16.0    50.0  \n",
+       "176199  N600QX    5276    LGA  CHS      99.0       641  16.0    52.0  \n",
+       "176202  N542MQ    4669    LGA  ATL     125.0       762  16.0    55.0  \n",
+       "176204  N789JB     393    LGA  MCO     150.0       950  16.0    56.0  \n",
+       "176212  N8577D    4178    JFK  ROC      49.0       264  17.0     1.0  \n",
+       "176214  N324US    1935    LGA  TPA     159.0      1010  17.0     2.0  \n",
+       "176216  N758US    1899    LGA  CLT      94.0       544  17.0     6.0  \n",
+       "176221  N15980    4171    EWR  MSN     127.0       799  17.0    13.0  \n",
+       "176222  N14543    4328    EWR  MKE     112.0       725  17.0    13.0  \n",
+       "176235  N3AEMQ    3695    EWR  ORD     114.0       719  17.0    33.0  \n",
+       "176239  N3JEAA     759    LGA  DFW     217.0      1389  17.0    38.0  \n",
+       "176251  N454WN     266    EWR  DEN     227.0      1605  17.0    49.0  \n",
+       "176252  N13958    4326    EWR  CLT      90.0       529  17.0    50.0  \n",
+       "176253  N521MQ    3823    JFK  DCA      53.0       213  17.0    52.0  \n",
+       "176254  N705JB     509    EWR  FLL     157.0      1065  17.0    54.0  \n",
+       "176255  N660AW     656    EWR  PHX     295.0      2133  17.0    54.0  \n",
+       "176256  N73270    1116    EWR  BOS      41.0       200  17.0    55.0  \n",
+       "176257  N76515    1726    EWR  SAN     340.0      2425  17.0    56.0  \n",
+       "176265  N591JB     369    LGA  PBI     152.0      1035  18.0     5.0  \n",
+       "176269  N959UW    1607    LGA  PHL      48.0        96  18.0     6.0  \n",
+       "176272  N14916    5673    EWR  GRR      97.0       605  18.0     9.0  \n",
+       "176273  N3HCAA     257    JFK  LAS     309.0      2248  18.0    16.0  \n",
+       "176275  N832UA     364    EWR  MIA     162.0      1085  18.0    17.0  \n",
+       "176277  N309JB      15    JFK  FLL     168.0      1069  18.0    18.0  \n",
+       "176282  N917XJ    3383    JFK  CVG     100.0       589  18.0    24.0  \n",
+       "176284  N403UA     689    LGA  ORD     114.0       733  18.0    24.0  \n",
+       "176291  N919XJ    3359    JFK  BOS      39.0       187  18.0    31.0  \n",
+       "176297  N362NW    2231    LGA  DTW      86.0       502  18.0    36.0  \n",
+       "176298  N849UA     489    EWR  SFO     327.0      2565  18.0    36.0  \n",
+       "176299  N596UA     512    JFK  SFO     339.0      2586  18.0    36.0  \n",
+       "176302  N374NW    2383    LGA  PWM      41.0       269  18.0    38.0  \n",
+       "176303  N8938A    3881    EWR  CVG     105.0       569  18.0    40.0  \n",
+       "176306  N363NW     884    LGA  DEN     231.0      1620  18.0    42.0  \n",
+       "176309  N14174    4411    EWR  MEM     149.0       946  18.0    45.0  \n",
+       "176312  N695CA    4975    EWR  MSP     149.0      1008  18.0    46.0  \n",
+       "176313  N562JB     985    LGA  TPA     163.0      1010  18.0    47.0  \n",
+       "176321  N11206    1657    LGA  ORD     115.0       733  18.0    59.0  \n",
+       "176322  N931XJ    3315    JFK  MSP     143.0      1029  19.0     0.0  \n",
+       "176323  N192JB    1176    EWR  BOS      35.0       200  19.0     0.0  \n",
+       "176325  N76522    1645    EWR  SAT     239.0      1569  19.0     1.0  \n",
+       "176326  N914WN     573    LGA  MDW     115.0       725  19.0     3.0  \n",
+       "176327  N570JB      36    JFK  ROC      50.0       264  19.0     4.0  \n",
+       "176341  N75436    1168    EWR  LAS     300.0      2227  19.0    15.0  \n",
+       "176342  N935LR    2705    LGA  CLT      89.0       544  19.0    18.0  \n",
+       "176345  N364NB     926    EWR  ATL     115.0       746  19.0    21.0  \n",
+       "176347  N731SA     962    LGA  BNA     125.0       764  19.0    24.0  \n",
+       "176349  N3CGAA    1999    EWR  MIA     159.0      1085  19.0    27.0  \n",
+       "176354  N16559    4091    EWR  DAY      91.0       533  19.0    33.0  \n",
+       "176356  N15555    4300    EWR  RIC      63.0       277  19.0    34.0  \n",
+       "176362  N915XJ    3542    JFK  MSP     138.0      1029  19.0    36.0  \n",
+       "176366  N925AT     806    LGA  ATL     123.0       762  19.0    38.0  \n",
+       "176369  N29906    4635    EWR  CVG     105.0       569  19.0    42.0  \n",
+       "176371  N334NW    2019    LGA  MSP     137.0      1020  19.0    45.0  \n",
+       "176373  N316JB    1016    JFK  BOS      38.0       187  19.0    47.0  \n",
+       "176377  N204FR     419    LGA  DEN     222.0      1620  19.0    52.0  \n",
+       "176382  N932WN    3428    EWR  STL     139.0       872  19.0    56.0  \n",
+       "176383  N721MQ    4484    LGA  BNA     131.0       764  19.0    57.0  \n",
+       "176392  N4YLAA    1905    EWR  DFW     207.0      1372  20.0     4.0  \n",
+       "176395  N16571    4299    EWR  DCA      62.0       199  20.0     5.0  \n",
+       "176397  N504MQ    4674    LGA  CLE      68.0       419  20.0     7.0  \n",
+       "176398  N706SW    3696    LGA  MKE     110.0       738  20.0     9.0  \n",
+       "176401  N956AT     645    LGA  ATL     120.0       762  20.0    12.0  \n",
+       "176410  N12569    4352    EWR  CVG     106.0       569  20.0    21.0  \n",
+       "176412  N180US    1973    EWR  CLT      88.0       529  20.0    28.0  \n",
+       "176413  N910XJ    3368    JFK  RDU      74.0       427  20.0    29.0  \n",
+       "176415  N3ACAA     791    LGA  DFW     212.0      1389  20.0    32.0  \n",
+       "176418  N672AW     449    EWR  CLT      92.0       529  20.0    34.0  \n",
+       "176419  N732SW    3872    EWR  MDW     112.0       711  20.0    36.0  \n",
+       "176420  N12567    5667    EWR  ROC      46.0       246  20.0    37.0  \n",
+       "176421  N526JB     391    LGA  MCO     150.0       950  20.0    37.0  \n",
+       "176422  N12160    4087    EWR  ATL     120.0       746  20.0    38.0  \n",
+       "176423  N826AS    5714    JFK  IAD      51.0       228  20.0    40.0  \n",
+       "176425  N12563    4153    EWR  CLT      96.0       529  20.0    42.0  \n",
+       "176427  N751EV    5168    LGA  GSO      94.0       461  20.0    44.0  \n",
+       "176428  N560UA     389    JFK  SFO     333.0      2586  20.0    44.0  \n",
+       "176436  N752EV    5222    LGA  BGR      54.0       378  20.0    57.0  \n",
+       "176438  N11565    3806    EWR  BNA     131.0       748  20.0    59.0  \n",
+       "176443  N918DL    1485    LGA  MCO     142.0       950  21.0     2.0  \n",
+       "176444  N87531    1416    EWR  MSY     185.0      1167  21.0     2.0  \n",
+       "176448  N256WN    2805    EWR  MSY     178.0      1167  21.0     5.0  \n",
+       "176452  N929DL    1854    LGA  FLL     166.0      1076  21.0    10.0  \n",
+       "176454  N371CA    5038    LGA  BHM     134.0       866  21.0    12.0  \n",
+       "176456  N638JB     547    EWR  PBI     148.0      1023  21.0    13.0  \n",
+       "176457  N720EV    5181    EWR  ATL     110.0       746  21.0    15.0  \n",
+       "176458  N472AA    2075    EWR  DFW     212.0      1372  21.0    19.0  \n",
+       "176461  N14177    4295    EWR  MCI     175.0      1092  21.0    25.0  \n",
+       "176465  N77520    1130    EWR  DFW     208.0      1372  21.0    27.0  \n",
+       "176467  N27962    4622    EWR  GRR      93.0       605  21.0    28.0  \n",
+       "176469  N629JB     527    EWR  MCO     148.0       937  21.0    29.0  \n",
+       "176470  N14116    4131    EWR  RIC      73.0       277  21.0    30.0  \n",
+       "176471  N552AS       7    EWR  SEA     312.0      2402  21.0    33.0  \n",
+       "176475  N578UA     768    EWR  LAX     346.0      2454  21.0    37.0  \n",
+       "176476  N834UA     301    EWR  IAH     215.0      1400  21.0    38.0  \n",
+       "176477  N13132    4204    EWR  OKC     207.0      1325  21.0    39.0  \n",
+       "176480  N37255    1071    EWR  BQN     190.0      1585  21.0    44.0  \n",
+       "176488  N804MQ    4449    JFK  DCA      53.0       213  21.0    53.0  \n",
+       "176490  N843UA     695    LGA  ORD     115.0       733  22.0     1.0  \n",
+       "176494  N11547    4631    EWR  JAX     140.0       820  22.0     9.0  \n",
+       "176495  N919XJ    3395    JFK  DCA      48.0       213  22.0    16.0  \n",
+       "176496  N566JB     399    LGA  MCO     150.0       950  22.0    22.0  \n",
+       "176500  N8604C    4277    JFK  ORF      54.0       290  22.0    41.0  \n",
+       "176501  N633VA     169    EWR  LAX     327.0      2454  22.0    41.0  \n",
+       "176503  N438UA     205    EWR  AUS     216.0      1504  22.0    44.0  \n",
+       "176504  N13958    3267    EWR  PWM      42.0       284  22.0    47.0  \n",
+       "176505  N641JB     381    LGA  FLL     163.0      1076  22.0    47.0  \n",
+       "176506  N502UA     771    JFK  LAX     334.0      2475  22.0    47.0  \n",
+       "176507  N13988    4695    EWR  MHT      39.0       209  22.0    49.0  \n",
+       "176508  N229JB    1178    EWR  BOS      35.0       200  22.0    50.0  \n",
+       "176509  N18556    4368    EWR  DAY      93.0       533  22.0    55.0  \n",
+       "176511  N506JB      35    JFK  PBI     154.0      1028  22.0    59.0  \n",
+       "176513  N15983    4414    EWR  STL     144.0       872  23.0     9.0  \n",
+       "176514  N486UA     568    EWR  IAH     212.0      1400  23.0    13.0  \n",
+       "176515  N423UA     996    EWR  SFO     338.0      2565  23.0    21.0  \n",
+       "176517  N348JB     701    JFK  SJU     239.0      1598  23.0    26.0  \n",
+       "176519  N14950    4682    EWR  SDF     107.0       642  23.0    33.0  \n",
+       "176522  N608JB     325    JFK  TPA     155.0      1005  23.0    38.0  \n",
+       "176524  N623JB     383    LGA  FLL     165.0      1076  23.0    49.0  \n",
+       "176525  N332NW    1247    LGA  ATL     119.0       762  23.0    57.0  \n",
+       "176600  N657JB     383    LGA  FLL     149.0      1076   1.0     0.0  \n",
+       "176913  N739GB    2158    LGA  MKE     113.0       738  12.0     4.0  \n",
+       "176945  N813MQ    4425    JFK  DCA      55.0       213  13.0     4.0  \n",
+       "177004  N842MQ    4404    JFK  RDU      73.0       427  14.0    21.0  \n",
+       "177017  N712JB     523    EWR  MCO     146.0       937  14.0    34.0  \n",
+       "177114  N624AG     963    JFK  LAX     344.0      2475  16.0    14.0  \n",
+       "177115  N329AA     117    JFK  LAX     335.0      2475  16.0    15.0  \n",
+       "177121  N953UW    2132    LGA  BOS      30.0       184  16.0    22.0  \n",
+       "177145  N3DEAA    1925    LGA  MIA     166.0      1096  16.0    50.0  \n",
+       "177160  N531JB       8    JFK  BUF      56.0       301  17.0     4.0  \n",
+       "177167  N3DBAA    1467    LGA  MIA     163.0      1096  17.0    12.0  \n",
+       "177172  N651JB     537    EWR  TPA     156.0       997  17.0    18.0  \n",
+       "177182  N258JB     917    JFK  ORD     125.0       740  17.0    24.0  \n",
+       "177194  N925XJ    3325    JFK  DFW     212.0      1391  17.0    35.0  \n",
+       "177210  N319AA     181    JFK  LAX     332.0      2475  18.0     5.0  \n",
+       "177213  N506JB     393    LGA  MCO     146.0       950  18.0     7.0  \n",
+       "177251  N849UA     572    EWR  SFO     363.0      2565  18.0    55.0  \n",
+       "177272  N540UA     700    LGA  IAH     216.0      1416  19.0    26.0  \n",
+       "177285  N16732    1462    EWR  SFO     369.0      2565  19.0    35.0  \n",
+       "177315  N3FXAA    1787    JFK  TPA     153.0      1005  20.0    38.0  \n",
+       "177323  N508MQ    3783    JFK  CMH      80.0       483  20.0    52.0  \n",
+       "177325  N583JB     645    JFK  SFO     359.0      2586  20.0    57.0  \n",
+       "177327  N3FSAA    1762    JFK  BOS      41.0       187  21.0     2.0  \n",
+       "177332  N531JB      39    JFK  PBI     145.0      1028  21.0    11.0  \n",
+       "177334  N784JB     527    EWR  MCO     145.0       937  21.0    14.0  \n",
+       "177338  N332AA      21    JFK  LAX     333.0      2475  21.0    20.0  \n",
+       "177340  N556JB     381    LGA  FLL     149.0      1076  21.0    24.0  \n",
+       "177346  N712JB     155    JFK  MCO     139.0       944  21.0    36.0  \n",
+       "177355  N520JB     391    LGA  MCO     135.0       950  22.0    18.0  \n",
+       "177359  N566JB     927    EWR  MCO     135.0       937  22.0    47.0  \n",
+       "177369  N324JB     608    JFK  PWM      43.0       273   0.0    16.0  \n",
+       "177432  N641JB     709    JFK  SJU     190.0      1598   7.0     1.0  \n",
+       "177581  N723MQ    4478    LGA  DTW      94.0       502   9.0    35.0  \n",
+       "177587  N18120    4383    EWR  DTW      92.0       488   9.0    44.0  \n",
+       "177593  N77296    1592    EWR  MCO     145.0       937   9.0    50.0  \n",
+       "177632  N593AA    1855    LGA  STL     128.0       888  10.0    46.0  \n",
+       "177640  N336AA     179    JFK  SFO     379.0      2586  10.0    56.0  \n",
+       "177675  N710TW    1765    JFK  SFO     352.0      2586  11.0    40.0  \n",
+       "177690  N658JB     641    JFK  SFO     390.0      2586  11.0    56.0  \n",
+       "177694  N8918B    4060    LGA  DAY      90.0       549  11.0    59.0  \n",
+       "177702  N842VA      23    JFK  SFO     388.0      2586  12.0     5.0  \n",
+       "177703  N15986    4360    EWR  PIT      57.0       319  12.0     7.0  \n",
+       "177706  N396DA    1529    JFK  LAS     320.0      2248  12.0    11.0  \n",
+       "177713  N835VA     187    EWR  SFO     369.0      2565  12.0    23.0  \n",
+       "177745  N559JB     133    JFK  RSW     157.0      1074  13.0     1.0  \n",
+       "177789  N339JB      24    JFK  BTV      49.0       266  13.0    59.0  \n",
+       "177793  N918DE     695    JFK  MCO     141.0       944  14.0     0.0  \n",
+       "177828  N8942A    3638    JFK  PHL      28.0        94  14.0    48.0  \n",
+       "177831  N595JB     209    JFK  LGB     353.0      2465  14.0    49.0  \n",
+       "177899  N37263    1556    EWR  RSW     153.0      1068  15.0    47.0  \n",
+       "177908  N8698A    4357    JFK  ORF      54.0       290  15.0    54.0  \n",
+       "177921  N517JB      63    JFK  TPA     169.0      1005  16.0     0.0  \n",
+       "177929  N641JB       8    JFK  BUF      58.0       301  16.0     7.0  \n",
+       "177932  N15986    4438    EWR  STL     131.0       872  16.0     9.0  \n",
+       "177966  N3DEAA    1925    LGA  MIA     151.0      1096  16.0    48.0  \n",
+       "178003  N77296    1532    EWR  BOS      38.0       200  17.0    23.0  \n",
+       "178054  N525UA     512    JFK  SFO     353.0      2586  18.0    11.0  \n",
+       "178067  N17560    4663    EWR  RDU      68.0       416  18.0    19.0  \n",
+       "178075  N339JB    1275    JFK  CHS     102.0       636  18.0    22.0  \n",
+       "178082  N382AA      85    JFK  SFO     364.0      2586  18.0    29.0  \n",
+       "178090  N33714    1182    EWR  SFO     377.0      2565  18.0    35.0  \n",
+       "178099  N624AG      31    JFK  SFO     378.0      2586  18.0    42.0  \n",
+       "178127  N550WN     504    EWR  MDW     117.0       711  19.0     9.0  \n",
+       "178153  N630JB    1016    JFK  BOS      35.0       187  19.0    34.0  \n",
+       "178163  N854VA      27    JFK  SFO     388.0      2586  19.0    46.0  \n",
+       "178188  N559JB      91    JFK  OAK     348.0      2576  20.0    16.0  \n",
+       "178196  N78506     148    EWR  SFO     373.0      2565  20.0    26.0  \n",
+       "178197  N555UA     389    JFK  SFO     373.0      2586  20.0    26.0  \n",
+       "178211  N329AA     181    JFK  LAX     348.0      2475  20.0    39.0  \n",
+       "178222  N705TW    1465    JFK  SFO     377.0      2586  20.0    52.0  \n",
+       "178234  N529VA     193    EWR  SFO     391.0      2565  21.0     3.0  \n",
+       "178237  N12142    3823    LGA  CLE      75.0       419  21.0     5.0  \n",
+       "178249  N8982A    4033    LGA  TYS     103.0       647  21.0    28.0  \n",
+       "178259  N15983    4471    EWR  CAE     100.0       602  21.0    48.0  \n",
+       "178261  N332AA     177    JFK  SFO     368.0      2586  21.0    53.0  \n",
+       "178268  N14950    3852    EWR  BUF      49.0       282  22.0    23.0  \n",
+       "178269  N354JB     619    JFK  JAX     131.0       828  22.0    28.0  \n",
+       "178271  N615JB     645    JFK  SFO     358.0      2586  22.0    35.0  \n",
+       "178272  N817UA     809    EWR  IAH     200.0      1400  22.0    35.0  \n",
+       "178273  N192JB     104    JFK  BUF      55.0       301  22.0    37.0  \n",
+       "178277  N638VA      29    JFK  SFO     365.0      2586  22.0    57.0  \n",
+       "178278  N16546    4421    EWR  BTV      49.0       266  23.0     7.0  \n",
+       "178534  N775JB     507    EWR  FLL     154.0      1065   9.0    12.0  \n",
+       "178596  N15980    4420    EWR  ORF      52.0       284  10.0    20.0  \n",
+       "178601  N17185    4252    EWR  MEM     139.0       946  10.0    23.0  \n",
+       "178605  N192JB      56    JFK  BTV      48.0       266  10.0    25.0  \n",
+       "178654  N14950    4360    EWR  PIT      55.0       319  11.0    37.0  \n",
+       "178678  N16149    4694    EWR  IND     100.0       645  11.0    59.0  \n",
+       "178682  N6716C    1647    LGA  ATL     115.0       762  12.0    10.0  \n",
+       "178738  N6711M    1167    JFK  TPA     132.0      1005  13.0    22.0  \n",
+       "178743  N11539    4120    EWR  CMH      75.0       463  13.0    25.0  \n",
+       "178772  N472UA     235    EWR  DEN     247.0      1605  13.0    57.0  \n",
+       "178778  N192JB      66    JFK  BUF      54.0       301  14.0     8.0  \n",
+       "178783  N13538    4106    EWR  BNA     112.0       748  14.0    20.0  \n",
+       "178789  N15980    4179    EWR  BTV      48.0       266  14.0    29.0  \n",
+       "178870  N48901    4308    EWR  PWM      48.0       284  15.0    38.0  \n",
+       "178885  N1EAMQ    4588    LGA  MSP     155.0      1020  15.0    47.0  \n",
+       "178928  N27724    1502    EWR  IAH     212.0      1400  16.0    23.0  \n",
+       "178930  N525UA     595    JFK  SFO     373.0      2586  16.0    24.0  \n",
+       "178941  N11164    4157    EWR  CHS      95.0       628  16.0    33.0  \n",
+       "178965  N417UA     509    EWR  AUS     218.0      1504  16.0    56.0  \n",
+       "178970  N14174    4323    EWR  RDU      66.0       416  16.0    58.0  \n",
+       "178980  N775JB     505    EWR  FLL     142.0      1065  17.0     7.0  \n",
+       "179028  N12540    4352    EWR  CVG      94.0       569  17.0    54.0  \n",
+       "179031  N916DE    1902    LGA  PBI     138.0      1035  17.0    57.0  \n",
+       "179043  N192JB      15    JFK  FLL     164.0      1069  18.0     6.0  \n",
+       "179048  N27962    4411    EWR  MEM     140.0       946  18.0     8.0  \n",
+       "179051  N930XJ    3359    JFK  BOS      33.0       187  18.0     9.0  \n",
+       "179061  N555UA     512    JFK  SFO     377.0      2586  18.0    18.0  \n",
+       "179063  N14972    5676    EWR  MSP     169.0      1008  18.0    20.0  \n",
+       "179065  N476UA     563    EWR  LAS     335.0      2227  18.0    20.0  \n",
+       "179116  N15980    4583    EWR  BNA     111.0       748  19.0     3.0  \n",
+       "179129  N15986    4382    EWR  DTW      90.0       488  19.0    21.0  \n",
+       "179132  N37700    1394    JFK  PDX     324.0      2454  19.0    21.0  \n",
+       "179166  N48901    4645    EWR  CHS      93.0       628  19.0    43.0  \n",
+       "179190  N585JB      91    JFK  OAK     376.0      2576  20.0    13.0  \n",
+       "179208  N411UA     527    EWR  DFW     183.0      1372  20.0    38.0  \n",
+       "179210  N755EV    5168    LGA  GSO      71.0       461  20.0    40.0  \n",
+       "179236  N14174    4622    EWR  GRR      95.0       605  21.0    12.0  \n",
+       "179263  N16987    4631    EWR  JAX     114.0       820  22.0    30.0  \n",
+       "179268  N1EAMQ    4660    LGA  BNA     106.0       764  22.0    45.0  \n",
+       "179271  N33292    1066    EWR  BOS      42.0       200  23.0    13.0  \n",
+       "179273  N713EV    5212    LGA  RIC      45.0       292  23.0    55.0  \n",
+       "179274  N517JB     713    JFK  SJU     186.0      1598  23.0    56.0  \n",
+       "179418  N562UW    1433    LGA  CLT      78.0       544   7.0    47.0  \n",
+       "179606  N495UA     544    LGA  ORD     121.0       733  10.0    40.0  \n",
+       "179619  N826AS    5711    JFK  IAD      42.0       228  11.0     5.0  \n",
+       "179625  N519UW      29    JFK  PHX     284.0      2153  11.0    11.0  \n",
+       "179671  N543MQ    3792    JFK  DCA      49.0       213  12.0    26.0  \n",
+       "179678  N3KCAA     739    LGA  DFW     195.0      1389  12.0    40.0  \n",
+       "179679  N723SW     137    LGA  MDW     116.0       725  12.0    41.0  \n",
+       "179680  N439AA     327    LGA  ORD     115.0       733  12.0    42.0  \n",
+       "179682  N588JB       1    JFK  FLL     141.0      1069  12.0    43.0  \n",
+       "179684  N457WN    3421    LGA  BNA     110.0       764  12.0    44.0  \n",
+       "179696  N713MQ    4485    LGA  CMH      76.0       479  12.0    55.0  \n",
+       "179702  N567UA     746    LGA  DEN     235.0      1620  13.0     4.0  \n",
+       "179713  N8942A    4220    JFK  RDU      71.0       427  13.0    19.0  \n",
+       "179734  N775JB     991    JFK  PBI     136.0      1028  13.0    48.0  \n",
+       "179747  N838MQ    4404    JFK  RDU      71.0       427  14.0     2.0  \n",
+       "179763  N706JB      85    JFK  FLL     149.0      1069  14.0    38.0  \n",
+       "179785  N327AA       3    JFK  LAX     334.0      2475  14.0    54.0  \n",
+       "179807  N721MQ    4431    LGA  RDU      68.0       431  15.0    12.0  \n",
+       "179853  N720MQ    4553    LGA  CLE      75.0       419  15.0    56.0  \n",
+       "179866  N839MQ    4403    JFK  RDU      70.0       427  16.0     6.0  \n",
+       "179882  N0EGMQ    4646    LGA  MSP     150.0      1020  16.0    25.0  \n",
+       "179888  N8698A    4357    JFK  ORF      49.0       290  16.0    28.0  \n",
+       "179900  N4XMAA    2223    LGA  STL     134.0       888  16.0    42.0  \n",
+       "179905  N725MQ    4564    LGA  DTW      89.0       502  16.0    51.0  \n",
+       "179922  N509MQ    4658    LGA  ATL     111.0       762  17.0     4.0  \n",
+       "179923  N738MQ    4471    LGA  RDU      70.0       431  17.0     6.0  \n",
+       "179926  N4YCAA    1033    EWR  DFW     191.0      1372  17.0     9.0  \n",
+       "179930  N5EUAA    1635    JFK  SJU     186.0      1598  17.0    12.0  \n",
+       "179937  N3CBAA     759    LGA  DFW     201.0      1389  17.0    24.0  \n",
+       "179939  N518MQ    4661    LGA  BNA     110.0       764  17.0    25.0  \n",
+       "179943  N522MQ    4605    LGA  RDU      70.0       431  17.0    27.0  \n",
+       "179945  N359AA      85    JFK  SFO     359.0      2586  17.0    30.0  \n",
+       "179948  N547AA     343    LGA  ORD     130.0       733  17.0    32.0  \n",
+       "179956  N735MQ    4525    LGA  XNA     167.0      1147  17.0    34.0  \n",
+       "179958  N3GWAA    2099    LGA  MIA     142.0      1096  17.0    36.0  \n",
+       "179967  N3GKAA     565    JFK  DFW     193.0      1391  17.0    44.0  \n",
+       "179982  N3FAAA     763    LGA  DFW     199.0      1389  17.0    56.0  \n",
+       "179984  N508MQ    3765    EWR  ORD     120.0       719  17.0    57.0  \n",
+       "179987  N3AEMQ    4579    LGA  CLT      78.0       544  18.0     0.0  \n",
+       "179989  N519MQ    4577    LGA  CLT      79.0       544  18.0     2.0  \n",
+       "179990  N382AA    1769    JFK  MIA     144.0      1089  18.0     3.0  \n",
+       "179994  N335AA     133    JFK  LAX     338.0      2475  18.0     6.0  \n",
+       "180003  N339AA     181    JFK  LAX     344.0      2475  18.0    17.0  \n",
+       "180005  N4YUAA    2019    LGA  STL     137.0       888  18.0    19.0  \n",
+       "180010  N631MQ    4309    JFK  IND     124.0       665  18.0    20.0  \n",
+       "180015  N912XJ    3383    JFK  CVG      98.0       589  18.0    25.0  \n",
+       "180028  N530MQ    4622    LGA  BNA     109.0       764  18.0    36.0  \n",
+       "180069  N717MQ    4413    LGA  XNA     174.0      1147  19.0    17.0  \n",
+       "180071  N336AA     117    JFK  LAX     348.0      2475  19.0    19.0  \n",
+       "180090  N657MQ    4323    JFK  ORF      49.0       290  19.0    35.0  \n",
+       "180093  N689MQ    4255    JFK  BNA     111.0       765  19.0    37.0  \n",
+       "180095  N3AKAA     785    LGA  DFW     202.0      1389  19.0    38.0  \n",
+       "180103  N3ANAA    1351    JFK  ORD     129.0       740  19.0    49.0  \n",
+       "180121  N546MQ    3730    EWR  ORD     121.0       719  20.0     1.0  \n",
+       "180128  N721MQ    4484    LGA  BNA     114.0       764  20.0    10.0  \n",
+       "180144  N931MQ    3944    JFK  BWI      38.0       184  20.0    37.0  \n",
+       "180148  N775JB     147    JFK  RSW     149.0      1074  20.0    43.0  \n",
+       "180152  N531MQ    4626    LGA  CMH      80.0       479  20.0    50.0  \n",
+       "180157  N186DN     951    JFK  ATL     101.0       760  20.0    53.0  \n",
+       "180159  N3AHAA    1999    EWR  MIA     152.0      1085  20.0    54.0  \n",
+       "180173  N3ASAA     257    JFK  LAS     321.0      2248  21.0    18.0  \n",
+       "180177  N725MQ    4517    LGA  CRW      71.0       444  21.0    28.0  \n",
+       "180180  N3DCAA    1611    LGA  MIA     141.0      1096  21.0    34.0  \n",
+       "180182  N3JTAA     791    LGA  DFW     200.0      1389  21.0    38.0  \n",
+       "180191  N543AA    2075    EWR  DFW     188.0      1372  21.0    56.0  \n",
+       "180193  N522MQ    4674    LGA  CLE      70.0       419  21.0    56.0  \n",
+       "180255  N537JB     713    JFK  SJU     185.0      1598   0.0     8.0  \n",
+       "180256  N13964    4117    EWR  DCA      38.0       199   0.0    10.0  \n",
+       "180258  N18220    1071    EWR  BQN     188.0      1585   0.0    14.0  \n",
+       "180260  N200WN    1731    LGA  MDW     124.0       725   1.0    20.0  \n",
+       "180261  N13979    4119    EWR  RIC      44.0       277   1.0    40.0  \n",
+       "180262  N706JB     727    JFK  BQN     191.0      1576   2.0    40.0  \n",
+       "180509  N39423    1028    EWR  DFW     194.0      1372   9.0    21.0  \n",
+       "180520  N408UA     446    EWR  PBI     144.0      1023   9.0    40.0  \n",
+       "180565  N542MQ    4582    LGA  CLT      78.0       544  10.0    22.0  \n",
+       "180578  N557UA     443    JFK  LAX     329.0      2475  10.0    32.0  \n",
+       "180582  N16732    1706    LGA  IAH     201.0      1416  10.0    44.0  \n",
+       "180609  N326NB    1879    LGA  FLL     162.0      1076  11.0    18.0  \n",
+       "180616  N319AA     179    JFK  SFO     343.0      2586  11.0    26.0  \n",
+       "180689  N842MQ    4521    LGA  RDU      64.0       431  12.0    59.0  \n",
+       "180741  N842UA     621    LGA  ORD       NaN       733  14.0     5.0  \n",
+       "180802  N76503    1680    EWR  ORD       NaN       719  15.0     5.0  \n",
+       "180834  N512UA     257    JFK  SFO     352.0      2586  15.0    40.0  \n",
+       "180898  N3DWAA    1925    LGA  MIA     158.0      1096  16.0    38.0  \n",
+       "180918  N274JB     917    JFK  ORD       NaN       740  17.0     0.0  \n",
+       "180925  N915XJ    3459    JFK  BNA     105.0       765  17.0     6.0  \n",
+       "180927  N26141    4091    EWR  IND     103.0       645  17.0     8.0  \n",
+       "180935  N628VA     411    JFK  LAX     380.0      2475  17.0    15.0  \n",
+       "180939  N932DL    1982    LGA  MIA     144.0      1096  17.0    18.0  \n",
+       "180965  N509MQ    4579    LGA  CLT      77.0       544  17.0    45.0  \n",
+       "180984  N397DA     539    JFK  DEN     249.0      1626  18.0     5.0  \n",
+       "180988  N12216    1556    EWR  LAX     364.0      2454  18.0    10.0  \n",
+       "181001  N901XJ    3368    JFK  RDU      63.0       427  18.0    25.0  \n",
+       "181010  N3AYAA     257    JFK  LAS     330.0      2248  18.0    38.0  \n",
+       "181012  N27962    4445    EWR  ROC      42.0       246  18.0    41.0  \n",
+       "181021  N537MQ    4657    LGA  ATL     113.0       762  18.0    50.0  \n",
+       "181022  N27152    4571    EWR  CHS      92.0       628  18.0    51.0  \n",
+       "181024  N729JB     179    JFK  PHX     323.0      2153  18.0    53.0  \n",
+       "181032  N326NB    1819    LGA  MSP     173.0      1020  18.0    57.0  \n",
+       "181048  N57857    1165    EWR  LAX     349.0      2454  19.0     7.0  \n",
+       "181051  N625VA     413    JFK  LAX     380.0      2475  19.0     8.0  \n",
+       "181052  N8432A    3580    JFK  BWI      38.0       184  19.0    10.0  \n",
+       "181054  N914DL    2370    LGA  PBI     137.0      1035  19.0    14.0  \n",
+       "181085  N504MQ    4601    LGA  RDU      59.0       431  19.0    47.0  \n",
+       "181107  N409WN     504    EWR  MDW     139.0       711  20.0     4.0  \n",
+       "181109  N407WN    3962    LGA  MDW     135.0       725  20.0     7.0  \n",
+       "181120  N376NW     884    LGA  DEN     235.0      1620  20.0    28.0  \n",
+       "181125  N310NW     926    EWR  ATL     105.0       746  20.0    35.0  \n",
+       "181126  N174DN     951    JFK  ATL     103.0       760  20.0    35.0  \n",
+       "181127  N34222    1187    EWR  MSY     154.0      1167  20.0    36.0  \n",
+       "181129  N470UA     555    LGA  ORD     119.0       733  20.0    38.0  \n",
+       "181131  N518MQ    4649    LGA  MSP     170.0      1020  20.0    39.0  \n",
+       "181134  N76269    1673    EWR  RSW     145.0      1068  20.0    42.0  \n",
+       "181139  N208FR     419    LGA  DEN     236.0      1620  20.0    51.0  \n",
+       "181148  N14950    4202    EWR  STL     125.0       872  20.0    57.0  \n",
+       "181152  N14219    1637    EWR  TPA     140.0       997  20.0    59.0  \n",
+       "181155  N3BVAA     269    JFK  SEA     330.0      2422  21.0     1.0  \n",
+       "181158  N573AA    2075    EWR  DFW     185.0      1372  21.0     4.0  \n",
+       "181165  N3DMAA    1787    JFK  TPA     144.0      1005  21.0    13.0  \n",
+       "181167  N592AA     353    LGA  ORD     126.0       733  21.0    15.0  \n",
+       "181168  N505AA     343    LGA  ORD     124.0       733  21.0    18.0  \n",
+       "181169  N624AG    1465    JFK  SFO     343.0      2586  21.0    19.0  \n",
+       "181170  N3HSAA    1351    JFK  ORD     124.0       740  21.0    19.0  \n",
+       "181172  N480AA     345    LGA  ORD     119.0       733  21.0    27.0  \n",
+       "181173  N79402    1738    EWR  ORD     119.0       719  21.0    27.0  \n",
+       "181178  N73251    1685    EWR  PBI     131.0      1023  21.0    33.0  \n",
+       "181182  N4XSAA     359    LGA  ORD     119.0       733  21.0    41.0  \n",
+       "181187  N801UA     463    EWR  ORD     113.0       719  21.0    47.0  \n",
+       "181192  N830AS    5769    LGA  IAD      46.0       229  21.0    58.0  \n",
+       "181194  N318JB     115    JFK  MSY     157.0      1182  22.0     1.0  \n",
+       "181195  N39423    1725    EWR  ORD     119.0       719  22.0    11.0  \n",
+       "181196  N602LR    3525    JFK  ORD     122.0       740  22.0    18.0  \n",
+       "181197  N558JB     381    LGA  FLL     138.0      1076  22.0    24.0  \n",
+       "181198  N597JB      97    JFK  DEN     260.0      1626  22.0    27.0  \n",
+       "181205  N332AA     185    JFK  LAX     368.0      2475  22.0    59.0  \n",
+       "181206  N556UA     676    EWR  SEA     306.0      2402  23.0    15.0  \n",
+       "181207  N26545    4309    EWR  PWM      45.0       284  23.0    26.0  \n",
+       "181208  N13550    4368    EWR  DAY      83.0       533  23.0    52.0  \n",
+       "181209  N76529    1066    EWR  BOS      39.0       200  23.0    57.0  \n",
+       "181243  N15572    3838    EWR  CVG      92.0       569   0.0     2.0  \n",
+       "181244  N304JB      11    JFK  FLL     136.0      1069   0.0     2.0  \n",
+       "181246  N329AA     185    JFK  LAX     321.0      2475   0.0    14.0  \n",
+       "181247  N21144    4276    EWR  BDL      29.0       116   0.0    15.0  \n",
+       "181248  N632JB      35    JFK  PBI     129.0      1028   0.0    30.0  \n",
+       "181249  N26545    4421    EWR  BTV      47.0       266   1.0     0.0  \n",
+       "181250  N324JB      30    JFK  ROC      48.0       264   1.0    36.0  \n",
+       "181251  N12135    4293    EWR  CHS      88.0       628   1.0    45.0  \n",
+       "181414  N713TW    1865    JFK  SFO     350.0      2586   8.0    23.0  \n",
+       "181430  N536JB      44    JFK  SYR      42.0       209   8.0    32.0  \n",
+       "181431  N8301J    3493    LGA  MDW     109.0       725   8.0    33.0  \n",
+       "181433  N402AS      21    EWR  SEA     343.0      2402   8.0    34.0  \n",
+       "181450  N483WN     433    EWR  MDW     116.0       711   8.0    48.0  \n",
+       "181473  N296JB     905    JFK  ORD     168.0       740   9.0     6.0  \n",
+       "181481  N423UA     635    LGA  ORD     164.0       733   9.0    14.0  \n",
+       "181483  N842VA      11    JFK  SFO     356.0      2586   9.0    20.0  \n",
+       "181516  N8918B    3879    EWR  CVG      91.0       569   9.0    56.0  \n",
+       "181528  N16911    4451    EWR  DTW      81.0       488  10.0     6.0  \n",
+       "181539  N320AA       1    JFK  LAX     359.0      2475  10.0    20.0  \n",
+       "181548  N37293    1568    EWR  ORD     141.0       719  10.0    28.0  \n",
+       "181556  N485WN    3676    LGA  MDW     106.0       725  10.0    37.0  \n",
+       "181559  N547AA     303    LGA  ORD     140.0       733  10.0    49.0  \n",
+       "181565  N542AA     715    LGA  DFW     237.0      1389  10.0    58.0  \n",
+       "181569  N14102    1209    EWR  LAX     321.0      2454  11.0     0.0  \n",
+       "181570  N505MQ    3768    EWR  ORD     145.0       719  11.0     2.0  \n",
+       "181582  N512MQ    3737    EWR  ORD     102.0       719  11.0    19.0  \n",
+       "181583  N835AS    5716    JFK  IAD      45.0       228  11.0    23.0  \n",
+       "181585  N458UA     596    EWR  SFO     380.0      2565  11.0    24.0  \n",
+       "181593  N79279    1162    EWR  ORD     105.0       719  11.0    39.0  \n",
+       "181595  N706JB     641    JFK  SFO     363.0      2586  11.0    42.0  \n",
+       "181597  N508AA     309    LGA  ORD     147.0       733  11.0    46.0  \n",
+       "181624  N4YMAA     319    LGA  ORD     117.0       733  12.0    15.0  \n",
+       "181628  N536JB       1    JFK  FLL     150.0      1069  12.0    28.0  \n",
+       "181632  N1EAMQ    3795    EWR  ORD     114.0       719  12.0    34.0  \n",
+       "181633  N3BUAA     739    LGA  DFW     224.0      1389  12.0    42.0  \n",
+       "181635  N807JB     673    JFK  LAX     323.0      2475  12.0    43.0  \n",
+       "181636  N16234    1143    EWR  PBI     136.0      1023  12.0    43.0  \n",
+       "181643  N201FR     835    LGA  DEN     222.0      1620  12.0    53.0  \n",
+       "181646  N281JB     625    JFK  HOU     201.0      1428  12.0    57.0  \n",
+       "181650  N213WN     137    LGA  MDW     115.0       725  12.0    58.0  \n",
+       "181655  N574UA     617    LGA  ORD     108.0       733  13.0     4.0  \n",
+       "181664  N250WN     149    EWR  MDW     109.0       711  13.0    13.0  \n",
+       "181676  N14953    4511    EWR  ROC      43.0       246  13.0    22.0  \n",
+       "181677  N16183    4694    EWR  IND      96.0       645  13.0    22.0  \n",
+       "181678  N522AA     321    LGA  ORD     137.0       733  13.0    22.0  \n",
+       "181692  N13964    4640    EWR  DAY      78.0       533  13.0    39.0  \n",
+       "181715  N14731    1617    EWR  FLL     141.0      1065  14.0    16.0  \n",
+       "181718  N476UA     356    EWR  PHX     279.0      2133  14.0    22.0  \n",
+       "181719  N807UA     939    EWR  TPA     129.0       997  14.0    24.0  \n",
+       "181720  N475AA     743    LGA  DFW     204.0      1389  14.0    26.0  \n",
+       "181738  N507MQ    3765    EWR  ORD     137.0       719  14.0    42.0  \n",
+       "181742  N709JB      85    JFK  FLL     149.0      1069  14.0    46.0  \n",
+       "181747  N16559    5670    EWR  BDL      27.0       116  14.0    49.0  \n",
+       "181769  N522MQ    4577    LGA  CLT      81.0       544  15.0     9.0  \n",
+       "181773  N509MQ    4646    LGA  MSP     155.0      1020  15.0    13.0  \n",
+       "181783  N14219    1291    EWR  SFO     321.0      2565  15.0    30.0  \n",
+       "181786  N266JB     615    JFK  JAX     118.0       828  15.0    33.0  \n",
+       "181788  N460WN    2226    LGA  MDW     180.0       725  15.0    36.0  \n",
+       "181800  N828UA     545    EWR  DFW     216.0      1372  15.0    46.0  \n",
+       "181802  N707EV    4975    EWR  MSP     140.0      1008  15.0    47.0  \n",
+       "181813  N188US    1445    LGA  CLT      80.0       544  15.0    56.0  \n",
+       "181814  N28457    1286    EWR  ORD     107.0       719  15.0    57.0  \n",
+       "181816  N931XJ    3354    JFK  BOS      42.0       187  15.0    58.0  \n",
+       "181822  N512UA     580    JFK  SFO     335.0      2586  16.0     6.0  \n",
+       "181829  N822UA     887    EWR  RSW     141.0      1068  16.0     9.0  \n",
+       "181830  N14704    1025    EWR  CLE      63.0       404  16.0    11.0  \n",
+       "181836  N731SA    1638    EWR  PHX     292.0      2133  16.0    18.0  \n",
+       "181838  N3ERAA     753    LGA  DFW     202.0      1389  16.0    24.0  \n",
+       "181845  N424UA     509    EWR  AUS     205.0      1504  16.0    30.0  \n",
+       "181850  N762US    1899    LGA  CLT      80.0       544  16.0    33.0  \n",
+       "181851  N431UA     418    LGA  IAH     238.0      1416  16.0    34.0  \n",
+       "181853  N485AA     883    EWR  DFW     227.0      1372  16.0    38.0  \n",
+       "181856  N24211    1558    EWR  SFO     374.0      2565  16.0    40.0  \n",
+       "181870  N14162    4328    EWR  MKE     123.0       725  16.0    56.0  \n",
+       "181873  N22971    4583    EWR  BNA     104.0       748  16.0    57.0  \n",
+       "181875  N832UA     415    LGA  ORD     109.0       733  16.0    58.0  \n",
+       "181879  N958DL    1982    LGA  MIA     147.0      1096  17.0     2.0  \n",
+       "181880  N16954    4633    EWR  BTV      47.0       266  17.0     2.0  \n",
+       "181881  N930XJ    3325    JFK  DFW     217.0      1391  17.0     2.0  \n",
+       "181884  N833UA     325    EWR  BOS      41.0       200  17.0     4.0  \n",
+       "181888  N14907    4352    EWR  CVG      95.0       569  17.0    10.0  \n",
+       "181891  N514UA     236    EWR  DEN     207.0      1605  17.0    15.0  \n",
+       "181901  N360NB    1942    EWR  ATL     104.0       746  17.0    24.0  \n",
+       "181905  N937XJ    3359    JFK  BOS      41.0       187  17.0    27.0  \n",
+       "181906  N604LR    3400    JFK  MKE     114.0       745  17.0    28.0  \n",
+       "181908  N3AEMQ    4657    LGA  ATL     109.0       762  17.0    28.0  \n",
+       "181912  N319NB    1231    LGA  DTW      87.0       502  17.0    30.0  \n",
+       "181917  N14953    4684    EWR  SDF     100.0       642  17.0    33.0  \n",
+       "181919  N304JB     917    JFK  ORD     137.0       740  17.0    34.0  \n",
+       "181922  N22909    4411    EWR  MEM     149.0       946  17.0    44.0  \n",
+       "181923  N467UA     563    EWR  LAS     294.0      2227  17.0    44.0  \n",
+       "181927  N436UA     992    EWR  LAX     320.0      2454  17.0    48.0  \n",
+       "181928  N26545    4294    EWR  SAV     109.0       708  17.0    50.0  \n",
+       "181929  N36915    4299    EWR  DCA      40.0       199  17.0    51.0  \n",
+       "181932  N21144    4596    EWR  STL     128.0       872  17.0    52.0  \n",
+       "181933  N657MQ    3985    JFK  CVG      92.0       589  17.0    53.0  \n",
+       "181943  N14148    4381    EWR  DTW      91.0       488  18.0     1.0  \n",
+       "181945  N13958    4445    EWR  ROC      44.0       246  18.0     3.0  \n",
+       "181952  N12122    4349    EWR  DAY      80.0       533  18.0    12.0  \n",
+       "181953  N607JB      36    JFK  ROC      53.0       264  18.0    15.0  \n",
+       "181959  N286WN     197    LGA  STL     135.0       888  18.0    20.0  \n",
+       "181963  N16963    4663    EWR  RDU      66.0       416  18.0    25.0  \n",
+       "181972  N34110    4667    EWR  MSP     152.0      1008  18.0    32.0  \n",
+       "181977  N307DQ    2042    EWR  ATL     105.0       746  18.0    36.0  \n",
+       "181978  N631MQ    4255    JFK  BNA     111.0       765  18.0    36.0  \n",
+       "181979  N8673D    3881    EWR  CVG      90.0       569  18.0    37.0  \n",
+       "181983  N3DLAA     145    JFK  SAN     323.0      2446  18.0    43.0  \n",
+       "181986  N13964    4085    EWR  IND      95.0       645  18.0    46.0  \n",
+       "181989  N77867    1165    EWR  LAX     302.0      2454  18.0    48.0  \n",
+       "181990  N15572    3825    EWR  GSP      86.0       594  18.0    50.0  \n",
+       "181992  N372NW     884    LGA  DEN     218.0      1620  18.0    52.0  \n",
+       "181995  N597JB       9    JFK  MCO     125.0       944  18.0    53.0  \n",
+       "181997  N3ALAA     785    LGA  DFW     215.0      1389  18.0    54.0  \n",
+       "182004  N26210    1734    EWR  PHX     277.0      2133  18.0    57.0  \n",
+       "182005  N29717    1078    LGA  DEN     226.0      1620  18.0    58.0  \n",
+       "182007  N687MQ    4323    JFK  ORF      50.0       290  18.0    59.0  \n",
+       "182010  N776WN     717    EWR  HOU     232.0      1411  19.0     2.0  \n",
+       "182011  N17229    1064    EWR  BOS      41.0       200  19.0     3.0  \n",
+       "182022  N77520    1657    LGA  ORD     118.0       733  19.0    15.0  \n",
+       "182025  N691CA    4997    EWR  DTW      77.0       488  19.0    20.0  \n",
+       "182027  N711MQ    4413    LGA  XNA     177.0      1147  19.0    25.0  \n",
+       "182030  N796JB     547    EWR  PBI     126.0      1023  19.0    27.0  \n",
+       "182032  N14180    4560    EWR  CMH      70.0       463  19.0    31.0  \n",
+       "182034  N845UA     471    LGA  ORD     117.0       733  19.0    32.0  \n",
+       "182036  N400WN    1153    EWR  MDW     104.0       711  19.0    35.0  \n",
+       "182037  N409UA     722    EWR  LAX     306.0      2454  19.0    35.0  \n",
+       "182041  N297WN    1354    LGA  BNA     112.0       764  19.0    38.0  \n",
+       "182046  N218FR     419    LGA  DEN     237.0      1620  19.0    43.0  \n",
+       "182047  N12563    4382    EWR  DTW      80.0       488  19.0    44.0  \n",
+       "182049  N526MQ    3730    EWR  ORD     112.0       719  19.0    46.0  \n",
+       "182050  N33714    1523    EWR  DEN     219.0      1605  19.0    52.0  \n",
+       "182054  N629VA     169    EWR  LAX     320.0      2454  19.0    56.0  \n",
+       "182057  N908XJ    3315    JFK  MSP     158.0      1029  20.0     3.0  \n",
+       "182061  N910WN    1545    EWR  MSY     163.0      1167  20.0     6.0  \n",
+       "182062  N508UA     535    JFK  LAX     314.0      2475  20.0     6.0  \n",
+       "182066  N4XMAA     359    LGA  ORD     116.0       733  20.0    11.0  \n",
+       "182067  N15710    1709    LGA  IAH     189.0      1416  20.0    12.0  \n",
+       "182069  N513UA     251    LGA  IAH     216.0      1416  20.0    13.0  \n",
+       "182072  N503AA    1905    EWR  DFW     205.0      1372  20.0    15.0  \n",
+       "182073  N33203    1152    EWR  PDX     313.0      2434  20.0    15.0  \n",
+       "182075  N318NB     926    EWR  ATL     102.0       746  20.0    17.0  \n",
+       "182078  N353JB    1016    JFK  BOS      36.0       187  20.0    19.0  \n",
+       "182080  N3754A      83    JFK  FLL     138.0      1069  20.0    21.0  \n",
+       "182081  N909XJ    3334    JFK  PIT      60.0       340  20.0    25.0  \n",
+       "182083  N370NW    1619    LGA  MSP     147.0      1020  20.0    28.0  \n",
+       "182084  N615QX    5168    LGA  GSO      67.0       461  20.0    29.0  \n",
+       "182085  N8837B    3826    JFK  CHS      91.0       636  20.0    30.0  \n",
+       "182087  N15973    4087    EWR  ATL     108.0       746  20.0    32.0  \n",
+       "182088  N599JB     171    JFK  SMF     321.0      2521  20.0    32.0  \n",
+       "182091  N12135    4702    EWR  GSO      67.0       445  20.0    36.0  \n",
+       "182094  N3EAAA    1351    JFK  ORD     116.0       740  20.0    38.0  \n",
+       "182096  N527JB     147    JFK  RSW     153.0      1074  20.0    40.0  \n",
+       "182098  N14704    1416    EWR  MSY     165.0      1167  20.0    41.0  \n",
+       "182099  N21723    1633    EWR  MIA     140.0      1085  20.0    41.0  \n",
+       "182101  N11164    4295    EWR  MCI     165.0      1092  20.0    44.0  \n",
+       "182102  N3JGAA    1787    JFK  TPA     132.0      1005  20.0    46.0  \n",
+       "182105  N530MQ    4649    LGA  MSP     156.0      1020  20.0    53.0  \n",
+       "182107  N608JB     527    EWR  MCO     121.0       937  20.0    54.0  \n",
+       "182111  N931XJ    3370    JFK  RDU      71.0       427  20.0    57.0  \n",
+       "182115  N370NB    1433    LGA  RSW     153.0      1080  21.0     0.0  \n",
+       "182116  N13538    3806    EWR  BNA     110.0       748  21.0     0.0  \n",
+       "182117  N805AY    3798    JFK  CLT      81.0       541  21.0     0.0  \n",
+       "182123  N912XJ    3367    JFK  CVG      94.0       589  21.0     3.0  \n",
+       "182124  N16183    4642    EWR  OMA     157.0      1134  21.0     4.0  \n",
+       "182126  N593UA     792    EWR  LAS     286.0      2227  21.0     5.0  \n",
+       "182127  N16954    4638    EWR  CVG      92.0       569  21.0     7.0  \n",
+       "182128  N621VA     415    JFK  LAX     334.0      2475  21.0     9.0  \n",
+       "182129  N26141    4543    EWR  DSM     155.0      1017  21.0    10.0  \n",
+       "182132  N577AA     361    LGA  ORD     124.0       733  21.0    15.0  \n",
+       "182134  N928XJ    3313    JFK  JAX     109.0       828  21.0    21.0  \n",
+       "182135  N585JB     155    JFK  MCO     125.0       944  21.0    24.0  \n",
+       "182138  N438UA     745    EWR  IAH     209.0      1400  21.0    32.0  \n",
+       "182141  N203WN     490    EWR  MDW     103.0       711  21.0    42.0  \n",
+       "182142  N358NW    1715    LGA  MSY     162.0      1183  21.0    44.0  \n",
+       "182145  N3GAAA    1709    LGA  MIA     137.0      1096  21.0    46.0  \n",
+       "182148  N14125    4153    EWR  CLT      77.0       529  21.0    53.0  \n",
+       "182149  N16234    1703    EWR  BOS      43.0       200  21.0    55.0  \n",
+       "182150  N713MQ    4517    LGA  CRW      73.0       444  21.0    58.0  \n",
+       "182151  N432UA     527    EWR  DFW     196.0      1372  21.0    58.0  \n",
+       "182153  N811UA     479    LGA  IAH     208.0      1416  22.0     0.0  \n",
+       "182154  N13553    4312    EWR  DCA      37.0       199  22.0     4.0  \n",
+       "182155  N377NW    2019    LGA  MSP     153.0      1020  22.0     5.0  \n",
+       "182156  N337NB    1305    EWR  MSP     159.0      1008  22.0     6.0  \n",
+       "182157  N12924    4131    EWR  RIC      50.0       277  22.0     6.0  \n",
+       "182158  N178JB     619    JFK  JAX     113.0       828  22.0     7.0  \n",
+       "182159  N706SW    1596    EWR  STL     131.0       872  22.0     7.0  \n",
+       "182160  N817UA     686    EWR  PBI     129.0      1023  22.0     7.0  \n",
+       "182161  N8943A    3899    JFK  CLE      72.0       425  22.0    17.0  \n",
+       "182164  N27152    4166    EWR  GSP      86.0       594  22.0    22.0  \n",
+       "182165  N14242    1548    EWR  BOS      46.0       200  22.0    22.0  \n",
+       "182166  N592UA     884    EWR  SFO     320.0      2565  22.0    28.0  \n",
+       "182167  N503MQ    4660    LGA  BNA     109.0       764  22.0    34.0  \n",
+       "182168  N519UA     570    EWR  MCO     115.0       937  22.0    34.0  \n",
+       "182169  N14143    4658    EWR  GSO      63.0       445  22.0    36.0  \n",
+       "182170  N607JB     199    JFK  LAS     294.0      2248  22.0    36.0  \n",
+       "182171  N814UA     996    EWR  SFO     329.0      2565  22.0    39.0  \n",
+       "182172  N937XJ    3395    JFK  DCA      39.0       213  22.0    41.0  \n",
+       "182174  N639JB      43    JFK  MCO     123.0       944  22.0    42.0  \n",
+       "182176  N231JB    1178    EWR  BOS      46.0       200  22.0    46.0  \n",
+       "182178  N13965    4682    EWR  SDF     118.0       642  22.0    55.0  \n",
+       "182180  N17984    3823    LGA  CLE      68.0       419  22.0    59.0  \n",
+       "182181  N12136    4631    EWR  JAX     112.0       820  22.0    59.0  \n",
+       "182182  N16963    4700    EWR  CLT      79.0       529  23.0     1.0  \n",
+       "182184  N13979    4641    EWR  MKE     110.0       725  23.0     7.0  \n",
+       "182185  N613JB     713    JFK  SJU     196.0      1598  23.0     9.0  \n",
+       "182186  N16918    4309    EWR  PWM      49.0       284  23.0    14.0  \n",
+       "182187  N709JB      97    JFK  DEN     216.0      1626  23.0    16.0  \n",
+       "182188  N76288    1299    EWR  RSW     135.0      1068  23.0    20.0  \n",
+       "182189  N479UA     411    EWR  BOS      50.0       200  23.0    23.0  \n",
+       "182190  N3KBAA    1762    JFK  BOS      46.0       187  23.0    24.0  \n",
+       "182191  N14998    3267    EWR  PWM      49.0       284  23.0    25.0  \n",
+       "182192  N558AA     371    LGA  ORD     111.0       733  23.0    28.0  \n",
+       "182193  N274JB     515    EWR  FLL     135.0      1065  23.0    30.0  \n",
+       "182194  N768JB    1020    JFK  BOS      50.0       187  23.0    36.0  \n",
+       "182195  N15985    4368    EWR  DAY      82.0       533  23.0    40.0  \n",
+       "182196  N12900    4117    EWR  DCA      40.0       199  23.0    42.0  \n",
+       "182199  N79521    1071    EWR  BQN     200.0      1585  23.0    58.0  \n",
+       "182235  N266JB    1178    EWR  BOS      43.0       200   0.0    11.0  \n",
+       "182236  N630JB     381    LGA  FLL     196.0      1076   0.0    14.0  \n",
+       "182237  N928XJ    3525    JFK  ORD     111.0       740   0.0    15.0  \n",
+       "182238  N309JB     515    EWR  FLL     157.0      1065   0.0    37.0  \n",
+       "182239  N715JB     112    JFK  BUF      54.0       301   0.0    40.0  \n",
+       "182240  N607AT     354    LGA  CAK      67.0       397   0.0    43.0  \n",
+       "182241  N306JB    1069    JFK  AUS     237.0      1521   0.0    47.0  \n",
+       "182242  N14920    4414    EWR  STL     142.0       872   0.0    49.0  \n",
+       "182243  N804JB     325    JFK  TPA     154.0      1005   0.0    55.0  \n",
+       "182244  N15973    4695    EWR  MHT      36.0       209   0.0    56.0  \n",
+       "182245  N16541    4700    EWR  CLT      97.0       529   0.0    57.0  \n",
+       "182246  N712JB    1018    JFK  BOS      38.0       187   1.0    13.0  \n",
+       "182247  N317JB     701    JFK  SJU     197.0      1598   1.0    14.0  \n",
+       "182248  N12924    4309    EWR  PWM      70.0       284   1.0    19.0  \n",
+       "182249  N12957    4153    EWR  CLT      93.0       529   1.0    21.0  \n",
+       "182250  N337JB      11    JFK  FLL     164.0      1069   1.0    40.0  \n",
+       "182251  N450WN    1731    LGA  MDW     108.0       725   1.0    48.0  \n",
+       "182252  N612JB     707    JFK  SJU     196.0      1598   1.0    51.0  \n",
+       "182253  N14950    4641    EWR  MKE     113.0       725   1.0    56.0  \n",
+       "182284  N3DGAA    1901    JFK  IAH     222.0      1417   6.0     6.0  \n",
+       "182296  N3GJAA     257    JFK  LAS     313.0      2248   6.0    17.0  \n",
+       "182402  N927DA    1485    LGA  MCO     149.0       950   7.0    58.0  \n",
+       "182414  N520UA     669    EWR  LAS     285.0      2227   8.0     7.0  \n",
+       "182459  N541UA     569    LGA  DEN     216.0      1620   8.0    54.0  \n",
+       "182469  N812MQ    4418    JFK  DCA      59.0       213   9.0     1.0  \n",
+       "182478  N900DE    1435    LGA  TPA     174.0      1010   9.0    12.0  \n",
+       "182489  N27190    4420    EWR  ORF      52.0       284   9.0    24.0  \n",
+       "182499  N318JB    1273    JFK  CHS      96.0       636   9.0    37.0  \n",
+       "182506  N581UA     388    LGA  IAH     211.0      1416   9.0    43.0  \n",
+       "182529  N599JB     901    JFK  FLL     153.0      1069  10.0     0.0  \n",
+       "182533  N615QX    5025    LGA  BTV      38.0       258  10.0     2.0  \n",
+       "182538  N933XJ    3335    JFK  BOS      37.0       187  10.0     7.0  \n",
+       "182549  N918XJ    3538    JFK  MSP     142.0      1029  10.0    20.0  \n",
+       "182558  N502AA    1097    LGA  DFW     210.0      1389  10.0    29.0  \n",
+       "182565  N670US      27    JFK  ATL     119.0       760  10.0    41.0  \n",
+       "182568  N14180    4472    EWR  XNA     173.0      1131  10.0    45.0  \n",
+       "182576  N30401    1028    EWR  DFW     208.0      1372  10.0    50.0  \n",
+       "182598  N11181    4140    EWR  ATL     125.0       746  11.0    33.0  \n",
+       "182599  N910XJ    3521    JFK  ORD     126.0       740  11.0    33.0  \n",
+       "182602  N937XJ    3432    JFK  DCA      42.0       213  11.0    41.0  \n",
+       "182626  N76503    1420    EWR  LAX     321.0      2454  12.0    11.0  \n",
+       "182634  N514MQ    3768    EWR  ORD     115.0       719  12.0    21.0  \n",
+       "182640  N34110    4240    EWR  BUF      48.0       282  12.0    35.0  \n",
+       "182645  N542MQ    4661    LGA  BNA     120.0       764  12.0    40.0  \n",
+       "182662  N15973    4269    EWR  IAD      43.0       212  13.0     5.0  \n",
+       "182675  N12900    4586    EWR  SYR      37.0       195  13.0    16.0  \n",
+       "182677  N69154    1479    EWR  MCO     133.0       937  13.0    17.0  \n",
+       "182681  N14177    5679    EWR  CMH      79.0       463  13.0    21.0  \n",
+       "182683  N3AEMQ    4646    LGA  MSP     138.0      1020  13.0    25.0  \n",
+       "182684  N490UA     235    EWR  DEN     213.0      1605  13.0    26.0  \n",
+       "182695  N487WN    2497    LGA  DEN     222.0      1620  13.0    46.0  \n",
+       "182696  N16541    4640    EWR  DAY      91.0       533  13.0    48.0  \n",
+       "182698  N735MQ    4553    LGA  CLE      70.0       419  13.0    51.0  \n",
+       "182710  N988DL     781    LGA  ATL     120.0       762  14.0     4.0  \n",
+       "182715  N11113    4118    EWR  DTW      83.0       488  14.0     9.0  \n",
+       "182717  N29129    1025    EWR  MCO     128.0       937  14.0    14.0  \n",
+       "182720  N14562    4862    EWR  BNA     125.0       748  14.0    21.0  \n",
+       "182727  N761ND    4898    EWR  ATL     112.0       746  14.0    32.0  \n",
+       "182730  N758US    2175    LGA  DCA      48.0       214  14.0    38.0  \n",
+       "182735  N14558    4308    EWR  PWM      45.0       284  14.0    44.0  \n",
+       "182755  N607AT     348    LGA  ATL     120.0       762  14.0    58.0  \n",
+       "182763  N669AW     186    EWR  PHX     293.0      2133  15.0     6.0  \n",
+       "182768  N15572    3821    EWR  MKE     113.0       725  15.0    11.0  \n",
+       "182771  N18556    5670    EWR  BDL      30.0       116  15.0    13.0  \n",
+       "182775  N17196    4193    EWR  MSP     158.0      1008  15.0    16.0  \n",
+       "182777  N16951    4171    EWR  MSN     120.0       799  15.0    20.0  \n",
+       "182792  N13997    4434    EWR  MHT      34.0       209  15.0    35.0  \n",
+       "182793  N302DQ     935    EWR  ATL     121.0       746  15.0    41.0  \n",
+       "182796  N12957    4224    EWR  SAV       NaN       708  15.0    43.0  \n",
+       "182801  N712JB     393    LGA  MCO     145.0       950  15.0    50.0  \n",
+       "182810  N721TW     963    JFK  LAX     339.0      2475  15.0    58.0  \n",
+       "182814  N334NW    1819    LGA  MSP     139.0      1020  16.0     1.0  \n",
+       "182815  N717JL     721    LGA  CAK      65.0       397  16.0     2.0  \n",
+       "182817  N178JB     347    JFK  SRQ     157.0      1041  16.0     3.0  \n",
+       "182818  N439AA     341    LGA  ORD     122.0       733  16.0     4.0  \n",
+       "182823  N236JB     119    JFK  MSY     196.0      1182  16.0    10.0  \n",
+       "182836  N655MQ    4309    JFK  IND     109.0       665  16.0    27.0  \n",
+       "182837  N547AA     337    LGA  ORD     126.0       733  16.0    30.0  \n",
+       "182847  N13550    4328    EWR  MKE     109.0       725  16.0    39.0  \n",
+       "182852  N198JB    1275    JFK  CHS     112.0       636  16.0    44.0  \n",
+       "182853  N518MQ    3823    JFK  DCA      55.0       213  16.0    45.0  \n",
+       "182859  N24702    1542    LGA  CLE      74.0       419  16.0    51.0  \n",
+       "182861  N958DL    1779    LGA  FLL     150.0      1076  16.0    54.0  \n",
+       "182875  N832AS    5712    JFK  IAD      64.0       228  17.0    16.0  \n",
+       "182878  N804MQ    4403    JFK  RDU     102.0       427  17.0    17.0  \n",
+       "182880  N558JB     509    EWR  FLL     167.0      1065  17.0    18.0  \n",
+       "182881  N12569    4294    EWR  SAV     123.0       708  17.0    19.0  \n",
+       "182888  N659JB     369    LGA  PBI     139.0      1035  17.0    23.0  \n",
+       "182890  N903XJ    3523    JFK  ORD     120.0       740  17.0    27.0  \n",
+       "182897  N523MQ    4657    LGA  ATL     136.0       762  17.0    32.0  \n",
+       "182898  N73276    1116    EWR  BOS      43.0       200  17.0    32.0  \n",
+       "182905  N13994    4445    EWR  ROC      46.0       246  17.0    46.0  \n",
+       "182906  N87527    1726    EWR  SAN     327.0      2425  17.0    48.0  \n",
+       "182908  N36915    4583    EWR  BNA     129.0       748  17.0    50.0  \n",
+       "182909  N457UW     720    EWR  CLT     119.0       529  17.0    51.0  \n",
+       "182910  N904XJ    3383    JFK  CVG     102.0       589  17.0    52.0  \n",
+       "182911  N914XJ    3400    JFK  MKE     111.0       745  17.0    52.0  \n",
+       "182912  N599JB     985    LGA  TPA     170.0      1010  17.0    55.0  \n",
+       "182915  N14950    4381    EWR  DTW      88.0       488  17.0    58.0  \n",
+       "182916  N640JB     157    JFK  MCO     161.0       944  17.0    58.0  \n",
+       "182918  N19966    3825    EWR  GSP     112.0       594  18.0     1.0  \n",
+       "182920  N3BKAA    1467    LGA  MIA     196.0      1096  18.0     2.0  \n",
+       "182921  N318US    2175    LGA  MIA     153.0      1096  18.0     5.0  \n",
+       "182926  N909XJ    3315    JFK  MSP     144.0      1029  18.0     8.0  \n",
+       "182927  N486WN     197    LGA  STL     138.0       888  18.0     9.0  \n",
+       "182928  N821UA     689    LGA  ORD     116.0       733  18.0     9.0  \n",
+       "182932  N163US    1002    LGA  CLT     109.0       544  18.0    13.0  \n",
+       "182933  N503MQ    4579    LGA  CLT     114.0       544  18.0    14.0  \n",
+       "182937  N8869B    3580    JFK  BWI       NaN       184  18.0    21.0  \n",
+       "182938  N26549    4663    EWR  RDU      82.0       416  18.0    22.0  \n",
+       "182939  N12563    4681    EWR  RIC      66.0       277  18.0    22.0  \n",
+       "182940  N507AY      35    JFK  PHX     294.0      2153  18.0    23.0  \n",
+       "182942  N758US    2183    LGA  DCA       NaN       214  18.0    26.0  \n",
+       "182944  N906XJ    3359    JFK  BOS      39.0       187  18.0    27.0  \n",
+       "182945  N3EGAA    1351    JFK  ORD     129.0       740  18.0    28.0  \n",
+       "182952  N37252    1242    EWR  FLL     147.0      1065  18.0    35.0  \n",
+       "182953  N12922    4091    EWR  DAY      92.0       533  18.0    36.0  \n",
+       "182954  N12900    4085    EWR  IND     106.0       645  18.0    37.0  \n",
+       "182957  N218FR     419    LGA  DEN     238.0      1620  18.0    42.0  \n",
+       "182958  N323US    2383    LGA  PWM      41.0       269  18.0    47.0  \n",
+       "182959  N37267    1064    EWR  BOS      41.0       200  18.0    47.0  \n",
+       "182960  N480AA    2019    LGA  STL     138.0       888  18.0    48.0  \n",
+       "182963  N306JB    1307    JFK  IAD      52.0       228  18.0    52.0  \n",
+       "182970  N664AW     449    EWR  CLT     109.0       529  18.0    58.0  \n",
+       "182972  N298JB    1185    JFK  RDU      75.0       427  19.0     0.0  \n",
+       "182973   N744P    2185    LGA  DCA       NaN       214  19.0     1.0  \n",
+       "182976  N37434    1633    EWR  MIA     161.0      1085  19.0     3.0  \n",
+       "182977  N998DL    2370    LGA  PBI     158.0      1035  19.0     4.0  \n",
+       "182980  N76269    1637    EWR  TPA     167.0       997  19.0     7.0  \n",
+       "182988  N5PBMQ    3730    EWR  ORD     122.0       719  19.0    21.0  \n",
+       "182990  N523VA     193    EWR  SFO     342.0      2565  19.0    23.0  \n",
+       "182991  N75425    1619    EWR  LAS     300.0      2227  19.0    25.0  \n",
+       "182993  N613JB     989    JFK  FLL     151.0      1069  19.0    27.0  \n",
+       "182998  N317JB    1016    JFK  BOS      43.0       187  19.0    38.0  \n",
+       "182999  N12195    4702    EWR  GSO     106.0       445  19.0    40.0  \n",
+       "183002  N595JB     173    JFK  SJC     356.0      2569  19.0    43.0  \n",
+       "183005  N717MQ    4517    LGA  CRW       NaN       444  19.0    50.0  \n",
+       "183007  N579JB     547    EWR  PBI     150.0      1023  19.0    51.0  \n",
+       "183013  N537JB      91    JFK  OAK     368.0      2576  20.0     4.0  \n",
+       "183014  N4WLAA     359    LGA  ORD     123.0       733  20.0     5.0  \n",
+       "183016  N184US    1973    EWR  CLT      89.0       529  20.0    10.0  \n",
+       "183019  N3AEMQ    4649    LGA  MSP       NaN      1020  20.0    20.0  \n",
+       "183023  N717JL     645    LGA  ATL       NaN       762  20.0    26.0  \n",
+       "183024  N3757D    1643    JFK  SEA     325.0      2422  20.0    28.0  \n",
+       "183026  N842VA      29    JFK  SFO     376.0      2586  20.0    31.0  \n",
+       "183028  N791SW    1545    EWR  MSY     189.0      1167  20.0    32.0  \n",
+       "183030  N520AS       7    EWR  SEA     323.0      2402  20.0    41.0  \n",
+       "183032  N826AS    5769    LGA  IAD      56.0       229  20.0    43.0  \n",
+       "183034  N651JB     527    EWR  MCO     149.0       937  20.0    52.0  \n",
+       "183035  N839MQ    4423    JFK  RDU      78.0       427  20.0    55.0  \n",
+       "183036  N3GRAA    1611    LGA  MIA     154.0      1096  21.0     3.0  \n",
+       "183037  N584JB     217    JFK  LGB     349.0      2465  21.0     5.0  \n",
+       "183038  N338AA      21    JFK  LAX     335.0      2475  21.0     7.0  \n",
+       "183041  N754EV    5168    LGA  GSO       NaN       461  21.0    12.0  \n",
+       "183043  N372DA    1585    LGA  MCO     152.0       950  21.0    19.0  \n",
+       "183045  N636JB     645    JFK  SFO     350.0      2586  21.0    26.0  \n",
+       "183046  N317NB    1715    LGA  MSY     198.0      1183  21.0    30.0  \n",
+       "183050  N414WN    3135    LGA  MKE     111.0       738  21.0    55.0  \n",
+       "183052  N637VA     415    JFK  LAX     350.0      2475  22.0     4.0  \n",
+       "183053  N201LV    3962    LGA  MDW     112.0       725  22.0     7.0  \n",
+       "183054  N603DL     947    LGA  ATL     128.0       762  22.0    17.0  \n",
+       "183055  N38257    1299    EWR  RSW     162.0      1068  22.0    17.0  \n",
+       "183056  N290AT     722    LGA  ATL     131.0       762  22.0    24.0  \n",
+       "183057  N497UA     568    EWR  IAH     209.0      1400  22.0    29.0  \n",
+       "183058  N155DL     951    JFK  ATL     129.0       760  22.0    32.0  \n",
+       "183059  N760EV    5181    EWR  ATL     115.0       746  22.0    35.0  \n",
+       "183060  N26226    1464    EWR  CLE      66.0       404  22.0    37.0  \n",
+       "183061  N612QX    5220    LGA  MCI     172.0      1107  22.0    38.0  \n",
+       "183063  N13248    1071    EWR  BQN     201.0      1585  22.0    43.0  \n",
+       "183064  N709JB     677    JFK  LAX     344.0      2475  22.0    47.0  \n",
+       "183065  N274WN     717    EWR  HOU     217.0      1411  22.0    48.0  \n",
+       "183066  N467UA     996    EWR  SFO     344.0      2565  22.0    49.0  \n",
+       "183067   N6702    1305    EWR  MSP     136.0      1008  22.0    50.0  \n",
+       "183068  N716UW    2187    LGA  DCA      55.0       214  22.0    50.0  \n",
+       "183069  N78506    1680    EWR  MIA     179.0      1085  22.0    50.0  \n",
+       "183070  N565UA     459    EWR  FLL     182.0      1065  22.0    50.0  \n",
+       "183071  N11113    4642    EWR  OMA     161.0      1134  22.0    52.0  \n",
+       "183072  N12569    4421    EWR  BTV      47.0       266  22.0    54.0  \n",
+       "183073  N3GMAA     145    JFK  SAN     339.0      2446  22.0    56.0  \n",
+       "183074  N932DL    2139    LGA  MIA     177.0      1096  22.0    57.0  \n",
+       "183075  N12163    4204    EWR  OKC     204.0      1325  22.0    57.0  \n",
+       "183076  N920XJ    3369    JFK  BWI      53.0       184  22.0    57.0  \n",
+       "183077  N27213    1066    EWR  BOS      45.0       200  22.0    58.0  \n",
+       "183078  N624AG    2363    JFK  LAX     331.0      2475  23.0     1.0  \n",
+       "183079  N13965    3852    EWR  BUF      52.0       282  23.0     1.0  \n",
+       "183080  N506JB     199    JFK  LAS     311.0      2248  23.0     2.0  \n",
+       "183081  N557UA     771    JFK  LAX     321.0      2475  23.0     6.0  \n",
+       "183082  N76529    1219    EWR  SEA     315.0      2402  23.0     6.0  \n",
+       "183083  N16234    1673    EWR  RSW     180.0      1068  23.0     7.0  \n",
+       "183084  N917XJ    3367    JFK  CVG     105.0       589  23.0     8.0  \n",
+       "183085  N588UA     570    EWR  MCO     141.0       937  23.0     8.0  \n",
+       "183086  N14558    3826    EWR  TYS     118.0       631  23.0    11.0  \n",
+       "183087  N24211    1574    EWR  FLL     171.0      1065  23.0    11.0  \n",
+       "183088  N591JB      35    JFK  PBI     155.0      1028  23.0    12.0  \n",
+       "183089  N529UA     768    EWR  LAX     335.0      2454  23.0    12.0  \n",
+       "183090  N3GCAA     791    LGA  DFW     208.0      1389  23.0    13.0  \n",
+       "183091  N661JB    1020    JFK  BOS      41.0       187  23.0    13.0  \n",
+       "183092  N3GEAA    1787    JFK  TPA     151.0      1005  23.0    14.0  \n",
+       "183093  N13964    3806    EWR  BNA     131.0       748  23.0    15.0  \n",
+       "183094  N793JB     713    JFK  SJU     196.0      1598  23.0    15.0  \n",
+       "183095  N432UA     205    EWR  AUS     221.0      1504  23.0    16.0  \n",
+       "183096  N3741S     245    JFK  PHX     299.0      2153  23.0    17.0  \n",
+       "183097  N535JB     383    LGA  FLL     155.0      1076  23.0    18.0  \n",
+       "183098  N638VA     169    EWR  LAX     349.0      2454  23.0    18.0  \n",
+       "183099  N14902    5661    EWR  GSO      77.0       445  23.0    21.0  \n",
+       "183100  N973DL    1147    LGA  ATL     126.0       762  23.0    21.0  \n",
+       "183101  N222WN     504    EWR  MDW     107.0       711  23.0    21.0  \n",
+       "183102  N318JB     104    JFK  BUF      59.0       301  23.0    23.0  \n",
+       "183103  N229JB      21    JFK  TPA     152.0      1005  23.0    32.0  \n",
+       "183104  N750UW    2189    LGA  DCA      50.0       214  23.0    33.0  \n",
+       "183105  N37298    1130    EWR  DFW     198.0      1372  23.0    33.0  \n",
+       "183106  N588JB     391    LGA  MCO     140.0       950  23.0    36.0  \n",
+       "183107  N54711    1127    EWR  SFO     334.0      2565  23.0    36.0  \n",
+       "183108  N76502    1482    EWR  ORD     105.0       719  23.0    40.0  \n",
+       "183109  N819UA     301    EWR  IAH     214.0      1400  23.0    42.0  \n",
+       "183110  N79521    1416    EWR  MSY     198.0      1167  23.0    43.0  \n",
+       "183111  N598JB     399    LGA  MCO     170.0       950  23.0    45.0  \n",
+       "183112  N279JB      15    JFK  FLL     173.0      1069  23.0    46.0  \n",
+       "183113  N706JB     171    JFK  SMF     335.0      2521  23.0    46.0  \n",
+       "183115  N281JB     619    JFK  JAX     151.0       828  23.0    51.0  \n",
+       "183116  N16701    1241    EWR  TPA     164.0       997  23.0    51.0  \n",
+       "183117  N509MQ    4626    LGA  CMH      78.0       479  23.0    52.0  \n",
+       "183118  N337NB    1433    LGA  RSW     171.0      1080  23.0    59.0  \n",
+       "183350  N26141    4266    EWR  ATL     128.0       746   8.0    17.0  \n",
+       "183442  N353JB    1061    JFK  AUS     227.0      1521  10.0     9.0  \n",
+       "183446  N927XJ    3521    JFK  ORD     118.0       740  10.0    13.0  \n",
+       "183448  N804MQ    4418    JFK  DCA      59.0       213  10.0    18.0  \n",
+       "183461  N162UW    1032    EWR  CLT      98.0       529  10.0    35.0  \n",
+       "183476  N390DA     857    JFK  SAN     335.0      2446  11.0    10.0  \n",
+       "183486  N998DL    1919    LGA  MSP     142.0      1020  11.0    25.0  \n",
+       "183489  N545UW      29    JFK  PHX     304.0      2153  11.0    28.0  \n",
+       "183493  N14920    4360    EWR  PIT      63.0       319  11.0    31.0  \n",
+       "183529  N719EV    5273    LGA  PIT      72.0       335  12.0    13.0  \n",
+       "183557  N663JB     375    LGA  FLL     169.0      1076  13.0     5.0  \n",
+       "183570  N515MQ    3792    JFK  DCA      55.0       213  13.0    22.0  \n",
+       "183591  N806UA     594    EWR  IAH     205.0      1400  13.0    48.0  \n",
+       "183604  N281JB    1006    JFK  BOS      35.0       187  14.0     1.0  \n",
+       "183636  N634JB     431    LGA  SRQ     176.0      1047  14.0    46.0  \n",
+       "183718  N838MQ    4425    JFK  DCA      51.0       213  15.0    58.0  \n",
+       "183726  N921DL    1779    LGA  FLL     179.0      1076  16.0     6.0  \n",
+       "183728  N529AA     883    EWR  DFW     209.0      1372  16.0     9.0  \n",
+       "183753  N900DE    1685    LGA  MCO     150.0       950  16.0    34.0  \n",
+       "183754  N564JB     393    LGA  MCO     162.0       950  16.0    34.0  \n",
+       "183785  N877AS    5745    LGA  IAD      49.0       229  17.0    13.0  \n",
+       "183808  N365AA    1769    JFK  MIA     183.0      1089  17.0    36.0  \n",
+       "183809  N13538    4318    EWR  GSO      76.0       445  17.0    37.0  \n",
+       "183820  N713EV    4975    EWR  MSP     142.0      1008  17.0    55.0  \n",
+       "183828  N958DL    1231    LGA  DTW      77.0       502  18.0     0.0  \n",
+       "183832  N27722    1464    EWR  CLE      70.0       404  18.0     2.0  \n",
+       "183847  N687MQ    4323    JFK  ORF      54.0       290  18.0    25.0  \n",
+       "183885  N307JB      12    JFK  SYR      45.0       209  19.0    13.0  \n",
+       "183909  N591JB     391    LGA  MCO     161.0       950  19.0    39.0  \n",
+       "183915  N75435    1712    EWR  IAH     207.0      1400  19.0    52.0  \n",
+       "183945  N595JB     147    JFK  RSW     172.0      1074  20.0    58.0  \n",
+       "183952  N663JB     547    EWR  PBI     156.0      1023  21.0    18.0  \n",
+       "183958  N746JB     801    JFK  FLL     168.0      1069  21.0    33.0  \n",
+       "183974  N634JB     399    LGA  MCO     149.0       950  23.0    29.0  \n",
+       "184052  N3GSAA     707    LGA  DFW     198.0      1389   7.0     4.0  \n",
+       "184111  N216JB     117    JFK  MSY     180.0      1182   8.0     5.0  \n",
+       "184207  N387DA     183    JFK  SEA     330.0      2422   9.0    38.0  \n",
+       "184301  N845VA      23    JFK  SFO     357.0      2586  11.0    37.0  \n",
+       "184333  N847VA     187    EWR  SFO     353.0      2565  12.0     6.0  \n",
+       "184450  N14228    1461    EWR  IAH     201.0      1400  14.0    43.0  \n",
+       "184514  N16541    4706    EWR  CVG      96.0       569  15.0    42.0  \n",
+       "184605  N319AA     133    JFK  LAX     352.0      2475  16.0    59.0  \n",
+       "184629  N17233    1242    EWR  FLL     171.0      1065  17.0    20.0  \n",
+       "184652  N354JB     615    JFK  JAX     132.0       828  17.0    44.0  \n",
+       "184657  N6EAMQ    3695    EWR  ORD     106.0       719  17.0    48.0  \n",
+       "184674   N3767     329    JFK  SJU       NaN      1598  18.0     6.0  \n",
+       "184725  N4WSAA    2019    LGA  STL     134.0       888  18.0    54.0  \n",
+       "184746  N26549    4645    EWR  CHS     103.0       628  19.0    12.0  \n",
+       "184751  N507MQ    4626    LGA  CMH      79.0       479  19.0    18.0  \n",
+       "184770  N922FJ    2705    LGA  CLT      94.0       544  19.0    35.0  \n",
+       "184776  N534JB     547    EWR  PBI     155.0      1023  19.0    42.0  \n",
+       "184783  N183JB    1307    JFK  IAD      49.0       228  19.0    45.0  \n",
+       "184794  N13988    4353    EWR  BNA     118.0       748  19.0    54.0  \n",
+       "184797  N932XJ    3285    JFK  DTW      83.0       509  19.0    55.0  \n",
+       "184814  N622VA      29    JFK  SFO     355.0      2586  20.0    16.0  \n",
+       "184821  N5DTAA     177    JFK  SFO     355.0      2586  20.0    26.0  \n",
+       "184838  N588UA     910    EWR  LAX     321.0      2454  20.0    44.0  \n",
+       "184848  N921XJ    3525    JFK  ORD     116.0       740  21.0     5.0  \n",
+       "184856  N967UW    2187    LGA  DCA      44.0       214  21.0    12.0  \n",
+       "184859  N10575    4131    EWR  RIC      56.0       277  21.0    16.0  \n",
+       "184862  N949UW    2189    LGA  DCA      46.0       214  21.0    20.0  \n",
+       "184870  N755EV    5220    LGA  MCI     147.0      1107  21.0    32.0  \n",
+       "184871  N14231    1717    EWR  PDX     337.0      2434  21.0    32.0  \n",
+       "184875  N768JB     381    LGA  FLL     166.0      1076  21.0    40.0  \n",
+       "184879  N500MQ    4662    LGA  ATL     118.0       762  21.0    51.0  \n",
+       "184885  N835AS    5769    LGA  IAD      45.0       229  22.0     3.0  \n",
+       "184890  N206JB    1178    EWR  BOS      44.0       200  22.0    26.0  \n",
+       "184891  N12540    3823    LGA  CLE      70.0       419  22.0    27.0  \n",
+       "184892  N209WN    1731    LGA  MDW     108.0       725  22.0    27.0  \n",
+       "184893  N621JB     383    LGA  FLL     163.0      1076  22.0    48.0  \n",
+       "184894  N274JB     515    EWR  FLL     165.0      1065  22.0    54.0  \n",
+       "184895  N559JB     325    JFK  TPA     153.0      1005  23.0    17.0  \n",
+       "184896  N504MQ    4660    LGA  BNA     105.0       764  23.0    22.0  \n",
+       "184901  N720EV    5212    LGA  RIC      53.0       292  23.0    40.0  \n",
+       "184902  N183JB     701    JFK  SJU     199.0      1598  23.0    42.0  \n",
+       "184903  N307JB     104    JFK  BUF      56.0       301  23.0    46.0  \n",
+       "184906  N76529    1066    EWR  BOS      41.0       200  23.0    52.0  \n",
+       "184908  N779JB     677    JFK  LAX     351.0      2475   0.0     2.0  \n",
+       "184910  N530MQ    4660    LGA  BNA     105.0       764   0.0     8.0  \n",
+       "184911  N266JB    1069    JFK  AUS     212.0      1521   0.0    10.0  \n",
+       "184912  N324JB      30    JFK  ROC      47.0       264   0.0    28.0  \n",
+       "184913  N236JB     608    JFK  PWM      44.0       273   0.0    30.0  \n",
+       "184914  N508JB     325    JFK  TPA     140.0      1005   0.0    35.0  \n",
+       "184916  N794JB    1018    JFK  BOS      31.0       187   1.0     0.0  \n",
+       "184917  N318JB     128    JFK  BTV      50.0       266   1.0    21.0  \n",
+       "184918  N580JB     383    LGA  FLL     157.0      1076   1.0    27.0  \n",
+       "185027  N14162    4264    EWR  IAD      44.0       212   7.0    19.0  \n",
+       "185152  N316JB    1273    JFK  CHS     109.0       636   9.0     1.0  \n",
+       "185154  N753EV    5363    LGA  MEM     133.0       963   9.0     3.0  \n",
+       "185186  N703JB     901    JFK  FLL     178.0      1069   9.0    45.0  \n",
+       "185208  N822UA     212    EWR  PBI     161.0      1023  10.0     0.0  \n",
+       "185210  N749US    2167    LGA  DCA      53.0       214  10.0     2.0  \n",
+       "185224  N607JB      57    JFK  PBI     163.0      1028  10.0    19.0  \n",
+       "185262  N39297    1485    EWR  FLL     173.0      1065  11.0    19.0  \n",
+       "185264  N758US    2169    LGA  DCA      51.0       214  11.0    22.0  \n",
+       "185273  N832AS    5736    LGA  IAD      47.0       229  11.0    35.0  \n",
+       "185277  N21154    4240    EWR  BUF      48.0       282  11.0    39.0  \n",
+       "185318  N17730    1617    EWR  FLL     204.0      1065  12.0    35.0  \n",
+       "185319  N659JB       1    JFK  FLL     180.0      1069  12.0    37.0  \n",
+       "185329  N831UA     673    LGA  ORD     103.0       733  12.0    51.0  \n",
+       "185340  N839UA     617    LGA  ORD     108.0       733  13.0     5.0  \n",
+       "185361  N512MQ    4658    LGA  ATL     115.0       762  13.0    23.0  \n",
+       "185363  N534MQ    4646    LGA  MSP     148.0      1020  13.0    24.0  \n",
+       "185364  N463UA     517    EWR  TPA     170.0       997  13.0    25.0  \n",
+       "185369  N592AA     329    LGA  ORD     110.0       733  13.0    28.0  \n",
+       "185377  N13970    4106    EWR  BNA     108.0       748  13.0    39.0  \n",
+       "185381  N520MQ    3697    EWR  ORD     104.0       719  13.0    41.0  \n",
+       "185388  N853UA     325    EWR  BOS      34.0       200  13.0    49.0  \n",
+       "185408  N980AT     348    LGA  ATL     118.0       762  14.0    24.0  \n",
+       "185409  N796JB     991    JFK  PBI     172.0      1028  14.0    24.0  \n",
+       "185430  N7704B    2226    LGA  MDW     114.0       725  14.0    49.0  \n",
+       "185459  N599AA     337    LGA  ORD     109.0       733  15.0    21.0  \n",
+       "185472  N13956    4434    EWR  MHT      37.0       209  15.0    32.0  \n",
+       "185488  N722TW     963    JFK  LAX     339.0      2475  15.0    54.0  \n",
+       "185491  N318JB     347    JFK  SRQ     161.0      1041  15.0    55.0  \n",
+       "185496  N18556    4323    EWR  RDU      72.0       416  16.0     0.0  \n",
+       "185501  N658JB     141    JFK  PBI     163.0      1028  16.0     7.0  \n",
+       "185502  N11106    4181    EWR  MCI     159.0      1092  16.0     8.0  \n",
+       "185512  N520JB      63    JFK  TPA     156.0      1005  16.0    18.0  \n",
+       "185521  N14920    3853    EWR  CMH      74.0       463  16.0    35.0  \n",
+       "185526  N595JB     153    JFK  MCO     153.0       944  16.0    38.0  \n",
+       "185529  N827AS    5745    LGA  IAD      47.0       229  16.0    39.0  \n",
+       "185544  N13968    4157    EWR  CHS     106.0       628  16.0    54.0  \n",
+       "185554  N17984    4684    EWR  SDF     104.0       642  17.0    10.0  \n",
+       "185555  N324JB     917    JFK  ORD     118.0       740  17.0    10.0  \n",
+       "185561  N753US    1899    LGA  CLT     101.0       544  17.0    15.0  \n",
+       "185564  N15986    4583    EWR  BNA     113.0       748  17.0    19.0  \n",
+       "185575  N16911    4299    EWR  DCA      43.0       199  17.0    30.0  \n",
+       "185577  N15983    4534    EWR  MKE     110.0       725  17.0    31.0  \n",
+       "185578  N725MQ    4415    LGA  RDU      72.0       431  17.0    31.0  \n",
+       "185588  N604LR    3325    JFK  DFW     193.0      1391  17.0    44.0  \n",
+       "185590  N8659B    3881    EWR  CVG      94.0       569  17.0    47.0  \n",
+       "185591  N14905    4349    EWR  DAY      83.0       533  17.0    48.0  \n",
+       "185593  N722MQ    4540    LGA  DTW      83.0       502  17.0    50.0  \n",
+       "185594  N13538    3819    EWR  ATL     122.0       746  17.0    52.0  \n",
+       "185598  N34131    1101    JFK  LAX     345.0      2475  17.0    57.0  \n",
+       "185603  N12567    4411    EWR  MEM     143.0       946  18.0     1.0  \n",
+       "185606  N11544    4326    EWR  CLT      98.0       529  18.0    10.0  \n",
+       "185609  N661JB       8    JFK  BUF      50.0       301  18.0    11.0  \n",
+       "185611  N245WN     197    LGA  STL     133.0       888  18.0    12.0  \n",
+       "185612  N525MQ    3695    EWR  ORD     103.0       719  18.0    12.0  \n",
+       "185615  N317JB    1275    JFK  CHS     106.0       636  18.0    19.0  \n",
+       "185617  N14168    4645    EWR  CHS     104.0       628  18.0    24.0  \n",
+       "185621  N179JB    1176    EWR  BOS      39.0       200  18.0    27.0  \n",
+       "185627  N8698A    3580    JFK  BWI      37.0       184  18.0    30.0  \n",
+       "185630  N923XJ    3459    JFK  BNA     108.0       765  18.0    32.0  \n",
+       "185632  N236JB    1085    JFK  CLT      96.0       541  18.0    33.0  \n",
+       "185633  N547UA     251    LGA  IAH     199.0      1416  18.0    33.0  \n",
+       "185635  N606JB     985    LGA  TPA     156.0      1010  18.0    35.0  \n",
+       "185637  N933XJ    3400    JFK  MKE     110.0       745  18.0    41.0  \n",
+       "185638  N16981    4663    EWR  RDU      75.0       416  18.0    42.0  \n",
+       "185639  N439UA     205    EWR  IAH     192.0      1400  18.0    42.0  \n",
+       "185640  N203FR     419    LGA  DEN     261.0      1620  18.0    43.0  \n",
+       "185641  N11119    4702    EWR  GSO      76.0       445  18.0    45.0  \n",
+       "185642  N258JB      12    JFK  SYR      41.0       209  18.0    49.0  \n",
+       "185644  N831AY    3579    JFK  IND      97.0       665  18.0    51.0  \n",
+       "185646  N3HSAA     785    LGA  DFW     200.0      1389  18.0    52.0  \n",
+       "185652  N76523    1734    EWR  PHX     311.0      2133  18.0    54.0  \n",
+       "185653  N631MQ    3985    JFK  CVG      94.0       589  18.0    55.0  \n",
+       "185654  N822UA     489    EWR  SFO     356.0      2565  18.0    55.0  \n",
+       "185656  N509JB     391    LGA  MCO     146.0       950  18.0    56.0  \n",
+       "185657  N74856    1165    EWR  LAX     333.0      2454  18.0    56.0  \n",
+       "185659  N351NW    1373    JFK  MIA     164.0      1089  18.0    59.0  \n",
+       "185662  N927LR    2705    LGA  CLT      98.0       544  19.0     1.0  \n",
+       "185663  N531MQ    4601    LGA  RDU      69.0       431  19.0     1.0  \n",
+       "185664  N621JB     547    EWR  PBI     164.0      1023  19.0     2.0  \n",
+       "185665  N665JB     143    JFK  PBI     154.0      1028  19.0     2.0  \n",
+       "185672  N17560    4382    EWR  DTW      80.0       488  19.0    10.0  \n",
+       "185673  N26549    4638    EWR  CVG     101.0       569  19.0    10.0  \n",
+       "185679  N4WJAA     353    LGA  ORD     112.0       733  19.0    19.0  \n",
+       "185685  N258WN     504    EWR  MDW     107.0       711  19.0    24.0  \n",
+       "185689  N528MQ    3730    EWR  ORD     102.0       719  19.0    30.0  \n",
+       "185693  N551UW     297    JFK  CLT      95.0       541  19.0    36.0  \n",
+       "185694  N12218    1657    LGA  ORD     112.0       733  19.0    37.0  \n",
+       "185697  N314NB     926    EWR  ATL     114.0       746  19.0    42.0  \n",
+       "185701  N813UA     269    EWR  ORD     105.0       719  19.0    48.0  \n",
+       "185703  N298JB      15    JFK  FLL     171.0      1069  19.0    51.0  \n",
+       "185707  N512MQ    4674    LGA  CLE      61.0       419  19.0    54.0  \n",
+       "185708  N505UA     535    JFK  LAX     337.0      2475  19.0    56.0  \n",
+       "185710  N3AEMQ    4626    LGA  CMH      77.0       479  19.0    57.0  \n",
+       "185712  N594JB     527    EWR  MCO     150.0       937  20.0     0.0  \n",
+       "185714  N76526    1152    EWR  PDX     315.0      2434  20.0     1.0  \n",
+       "185715  N927AT     645    LGA  ATL     120.0       762  20.0     3.0  \n",
+       "185716  N592AA     359    LGA  ORD     113.0       733  20.0     3.0  \n",
+       "185717  N360NB    1051    JFK  MSY     163.0      1182  20.0     7.0  \n",
+       "185718  N589JB       9    JFK  MCO     151.0       944  20.0     7.0  \n",
+       "185721  N203JB     139    JFK  RSW     166.0      1074  20.0     9.0  \n",
+       "185724  N3BGAA    1901    JFK  IAH     201.0      1417  20.0    14.0  \n",
+       "185727  N8903A    4178    JFK  ROC      47.0       264  20.0    15.0  \n",
+       "185729  N8914A    4019    JFK  RIC      58.0       288  20.0    17.0  \n",
+       "185731  N48901    4295    EWR  MCI     164.0      1092  20.0    19.0  \n",
+       "185736  N19966    4087    EWR  ATL     122.0       746  20.0    28.0  \n",
+       "185737  N3JMAA    1351    JFK  ORD     114.0       740  20.0    28.0  \n",
+       "185738  N3CCAA    1611    LGA  MIA     158.0      1096  20.0    28.0  \n",
+       "185740  N542UW      35    JFK  PHX     302.0      2153  20.0    31.0  \n",
+       "185741  N3JTAA     145    JFK  SAN     349.0      2446  20.0    36.0  \n",
+       "185742  N710EV    5181    EWR  ATL     105.0       746  20.0    37.0  \n",
+       "185745  N753EV    5168    LGA  GSO      75.0       461  20.0    41.0  \n",
+       "185747  N3BTAA     791    LGA  DFW     199.0      1389  20.0    41.0  \n",
+       "185749  N3BYAA     257    JFK  LAS     327.0      2248  20.0    43.0  \n",
+       "185750  N433UA     689    LGA  ORD     114.0       733  20.0    43.0  \n",
+       "185751  N833AS    5769    LGA  IAD      48.0       229  20.0    44.0  \n",
+       "185752  N930XJ    3446    EWR  MSP     152.0      1008  20.0    45.0  \n",
+       "185753  N36915    4153    EWR  CLT      92.0       529  20.0    47.0  \n",
+       "185754  N405UA     527    EWR  DFW     188.0      1372  20.0    47.0  \n",
+       "185755  N8631E    4127    JFK  IAD      54.0       228  20.0    48.0  \n",
+       "185758  N712EV    5222    LGA  BGR      61.0       378  20.0    50.0  \n",
+       "185760  N4XDAA    2075    EWR  DFW     194.0      1372  20.0    52.0  \n",
+       "185761  N974DL    1085    JFK  MIA     154.0      1089  20.0    53.0  \n",
+       "185762  N781WN    3962    LGA  MDW     108.0       725  20.0    53.0  \n",
+       "185763  N924XJ    3367    JFK  CVG      92.0       589  20.0    56.0  \n",
+       "185766  N607JB     171    JFK  SMF     342.0      2521  20.0    59.0  \n",
+       "185767  N707SA    3135    LGA  MKE     106.0       738  21.0     2.0  \n",
+       "185768  N822MQ    4423    JFK  RDU      77.0       427  21.0     4.0  \n",
+       "185771  N187JB      21    JFK  TPA     152.0      1005  21.0     7.0  \n",
+       "185774  N989DL    1854    LGA  FLL     163.0      1076  21.0    13.0  \n",
+       "185776  N4XXAA     361    LGA  ORD     118.0       733  21.0    20.0  \n",
+       "185777  N711MQ    4569    LGA  RDU      76.0       431  21.0    20.0  \n",
+       "185778  N966DL    1485    LGA  MCO     145.0       950  21.0    24.0  \n",
+       "185779  N16571    3838    EWR  CVG      96.0       569  21.0    26.0  \n",
+       "185780  N13958    4131    EWR  RIC      57.0       277  21.0    26.0  \n",
+       "185781  N972DL    1147    LGA  ATL     115.0       762  21.0    27.0  \n",
+       "185782  N13133    4204    EWR  OKC       NaN      1325  21.0    27.0  \n",
+       "185783  N598JB      91    JFK  OAK     345.0      2576  21.0    28.0  \n",
+       "185785  N3HAAA    1709    LGA  MIA     156.0      1096  21.0    32.0  \n",
+       "185786  N12175    4333    EWR  TUL     179.0      1215  21.0    33.0  \n",
+       "185787  N623JB      87    JFK  SLC     280.0      1990  21.0    33.0  \n",
+       "185789  N316JB     619    JFK  JAX     126.0       828  21.0    37.0  \n",
+       "185792  N408UA     373    EWR  AUS     202.0      1504  21.0    42.0  \n",
+       "185793  N736SA     490    EWR  MDW     104.0       711  21.0    43.0  \n",
+       "185794  N238JB     130    JFK  BUF      57.0       301  21.0    44.0  \n",
+       "185795  N3HDAA    1762    JFK  BOS      33.0       187  21.0    46.0  \n",
+       "185797  N14902    4622    EWR  GRR      93.0       605  21.0    47.0  \n",
+       "185798  N820UA     301    EWR  IAH     190.0      1400  21.0    47.0  \n",
+       "185799  N637JB     381    LGA  FLL     154.0      1076  21.0    49.0  \n",
+       "185800  N738MQ    4555    LGA  CMH      77.0       479  21.0    51.0  \n",
+       "185801  N768JB     165    JFK  PDX     316.0      2454  21.0    52.0  \n",
+       "185802  N751EV    5220    LGA  MCI     157.0      1107  21.0    57.0  \n",
+       "185803  N14920    3806    EWR  BNA     111.0       748  21.0    58.0  \n",
+       "185805  N521MQ    3744    EWR  ORD     111.0       719  22.0     0.0  \n",
+       "185806  N640JB     155    JFK  MCO     143.0       944  22.0     2.0  \n",
+       "185807  N929DL    2391    JFK  TPA     145.0      1005  22.0     4.0  \n",
+       "185808  N18102    4642    EWR  OMA     160.0      1134  22.0     7.0  \n",
+       "185809  N12921    3826    EWR  TYS      99.0       631  22.0     9.0  \n",
+       "185810  N447UA     994    EWR  BOS      38.0       200  22.0    11.0  \n",
+       "185812  N11113    4543    EWR  DSM     145.0      1017  22.0    12.0  \n",
+       "185813  N11551    4414    EWR  STL     127.0       872  22.0    13.0  \n",
+       "185814  N456UA     686    EWR  PBI     147.0      1023  22.0    14.0  \n",
+       "185815  N13968    4293    EWR  CHS      97.0       628  22.0    20.0  \n",
+       "185816  N12967    4658    EWR  GSO      74.0       445  22.0    24.0  \n",
+       "185817  N906XJ    3403    JFK  MCI     154.0      1113  22.0    29.0  \n",
+       "185818  N487AA     371    LGA  ORD     112.0       733  22.0    29.0  \n",
+       "185819  N512UA     771    JFK  LAX     334.0      2475  22.0    37.0  \n",
+       "185820  N729JB     399    LGA  MCO     146.0       950  22.0    42.0  \n",
+       "185821  N13955    4368    EWR  DAY      89.0       533  22.0    46.0  \n",
+       "185822  N22971    4682    EWR  SDF     107.0       642  22.0    47.0  \n",
+       "185823  N15572    4421    EWR  BTV      44.0       266  22.0    48.0  \n",
+       "185824  N796JB      97    JFK  DEN     235.0      1626  22.0    49.0  \n",
+       "185825  N725MQ    4573    LGA  DTW      85.0       502  22.0    50.0  \n",
+       "185826  N8946A    3798    JFK  CLT      88.0       541  22.0    51.0  \n",
+       "185827  N248WN    1731    LGA  MDW     111.0       725  22.0    52.0  \n",
+       "185829  N13975    4117    EWR  DCA      40.0       199  22.0    55.0  \n",
+       "185830  N830UA     695    LGA  ORD     110.0       733  23.0     4.0  \n",
+       "185831  N16541    4631    EWR  JAX     127.0       820  23.0     8.0  \n",
+       "185832  N14904    4309    EWR  PWM      45.0       284  23.0    12.0  \n",
+       "185833  N12924    4695    EWR  MHT      36.0       209  23.0    18.0  \n",
+       "185834  N526MQ    4617    LGA  RDU      73.0       431  23.0    25.0  \n",
+       "185835  N633JB     199    JFK  LAS     318.0      2248  23.0    26.0  \n",
+       "185836  N320AA     185    JFK  LAX     343.0      2475  23.0    29.0  \n",
+       "185837  N511UA     768    EWR  LAX     342.0      2454  23.0    29.0  \n",
+       "185838  N317JB     629    JFK  HOU     200.0      1428  23.0    36.0  \n",
+       "185839  N624VA     415    JFK  LAX     363.0      2475  23.0    36.0  \n",
+       "185840  N16981    4700    EWR  CLT      87.0       529  23.0    37.0  \n",
+       "185841  N229JB     701    JFK  SJU     202.0      1598  23.0    44.0  \n",
+       "185842  N497UA     568    EWR  IAH     188.0      1400  23.0    44.0  \n",
+       "185843  N506JB     801    JFK  FLL     154.0      1069  23.0    45.0  \n",
+       "185845  N11544    3267    EWR  PWM      46.0       284  23.0    50.0  \n",
+       "185846  N351JB     104    JFK  BUF      50.0       301  23.0    50.0  \n",
+       "185847  N16911    3852    EWR  BUF      46.0       282  23.0    52.0  \n",
+       "185893  N348JB      22    JFK  SYR      47.0       209   0.0     4.0  \n",
+       "185894  N662JB    1018    JFK  BOS      35.0       187   0.0     5.0  \n",
+       "185896  N917WN    1731    LGA  MDW     115.0       725   0.0    31.0  \n",
+       "185897  N304JB      30    JFK  ROC      53.0       264   0.0    33.0  \n",
+       "185898  N516JB     383    LGA  FLL     133.0      1076   1.0     1.0  \n",
+       "185899  N588JB     727    JFK  BQN     195.0      1576   2.0    39.0  \n",
+       "186229  N830UA     673    LGA  ORD     120.0       733  11.0     2.0  \n",
+       "186235  N737US    2169    LGA  DCA      47.0       214  11.0     8.0  \n",
+       "186237  N512MQ    4670    LGA  BNA     108.0       764  11.0    11.0  \n",
+       "186239  N763US    1277    LGA  CLT      79.0       544  11.0    13.0  \n",
+       "186253  N877AS    5736    LGA  IAD      43.0       229  11.0    36.0  \n",
+       "186296  N14237    1485    EWR  FLL     154.0      1065  12.0    24.0  \n",
+       "186313  N967AT     347    LGA  ATL     108.0       762  12.0    55.0  \n",
+       "186363  N774SW    2497    LGA  DEN     244.0      1620  14.0     0.0  \n",
+       "186371  N570JB     431    LGA  SRQ     147.0      1047  14.0    21.0  \n",
+       "186373  N508MQ    3765    EWR  ORD     125.0       719  14.0    27.0  \n",
+       "186374  N607AT     348    LGA  ATL     109.0       762  14.0    28.0  \n",
+       "186403  N621JB    1161    LGA  PBI     138.0      1035  14.0    55.0  \n",
+       "186407  N516JB     377    LGA  FLL     153.0      1076  14.0    56.0  \n",
+       "186414  N11551    4267    EWR  SAV     106.0       708  15.0     4.0  \n",
+       "186415  N737US    2177    LGA  DCA      48.0       214  15.0     4.0  \n",
+       "186427  N14125    4308    EWR  PWM      48.0       284  15.0    23.0  \n",
+       "186428  N528MQ    4588    LGA  MSP     146.0      1020  15.0    23.0  \n",
+       "186430  N662AW     688    EWR  PHX     309.0      2133  15.0    26.0  \n",
+       "186471  N770UW    2179    LGA  DCA      47.0       214  16.0     2.0  \n",
+       "186479  N371CA    4975    EWR  MSP     159.0      1008  16.0    10.0  \n",
+       "186480  N216JB    1275    JFK  CHS      94.0       636  16.0    10.0  \n",
+       "186481  N303DQ     935    EWR  ATL     107.0       746  16.0    12.0  \n",
+       "186484  N699MQ    4172    JFK  CLE      75.0       425  16.0    14.0  \n",
+       "186488  N830AS    5745    LGA  IAD      53.0       229  16.0    23.0  \n",
+       "186492  N13908    4326    EWR  CLT      76.0       529  16.0    26.0  \n",
+       "186496  N27200    4157    EWR  CHS      92.0       628  16.0    29.0  \n",
+       "186502  N722MQ    4429    LGA  CMH      75.0       479  16.0    35.0  \n",
+       "186503  N24128    4193    EWR  MSP     161.0      1008  16.0    36.0  \n",
+       "186507  N16147    4171    EWR  MSN     121.0       799  16.0    39.0  \n",
+       "186509  N658JB     393    LGA  MCO     129.0       950  16.0    40.0  \n",
+       "186532  N3GCAA     854    JFK  BOS      62.0       187  17.0     5.0  \n",
+       "186538  N804JB     369    LGA  PBI     136.0      1035  17.0    13.0  \n",
+       "186539  N16911    4328    EWR  MSY     171.0      1167  17.0    15.0  \n",
+       "186540  N19966    4596    EWR  STL     144.0       872  17.0    16.0  \n",
+       "186542  N318NB    1942    EWR  ATL     104.0       746  17.0    18.0  \n",
+       "186548  N754SW    3952    EWR  DEN     234.0      1605  17.0    23.0  \n",
+       "186556  N13968    4434    EWR  MHT      38.0       209  17.0    32.0  \n",
+       "186560  N14953    4299    EWR  DCA      40.0       199  17.0    36.0  \n",
+       "186562  N594JB     157    JFK  MCO     121.0       944  17.0    37.0  \n",
+       "186563  N552JB     985    LGA  TPA     137.0      1010  17.0    37.0  \n",
+       "186573  N12996    5678    EWR  CVG      95.0       569  17.0    43.0  \n",
+       "186575  N717MQ    4540    LGA  DTW      86.0       502  17.0    48.0  \n",
+       "186578  N793JB     143    JFK  PBI     138.0      1028  17.0    57.0  \n",
+       "186583  N27962    4583    EWR  BNA     111.0       748  18.0     0.0  \n",
+       "186586  N8444F    3603    JFK  PHL      47.0        94  18.0     3.0  \n",
+       "186593  N304DQ    2042    EWR  ATL     104.0       746  18.0     9.0  \n",
+       "186602  N636MQ    4323    JFK  ORF      49.0       290  18.0    20.0  \n",
+       "186607  N570AA    2019    LGA  STL     140.0       888  18.0    27.0  \n",
+       "186616  N15983    4411    EWR  MEM     137.0       946  18.0    37.0  \n",
+       "186618  N26549    3819    EWR  ATL     109.0       746  18.0    40.0  \n",
+       "186619  N29906    5674    EWR  DAY      85.0       533  18.0    41.0  \n",
+       "186622  N530AA    1905    EWR  DFW     213.0      1372  18.0    43.0  \n",
+       "186623  N318JB      15    JFK  FLL     133.0      1069  18.0    43.0  \n",
+       "186624  N13538    4463    EWR  RIC      53.0       277  18.0    44.0  \n",
+       "186630  N210WN     197    LGA  STL     136.0       888  18.0    50.0  \n",
+       "186634  N33209    1064    EWR  BOS      41.0       200  18.0    53.0  \n",
+       "186641  N298JB    1185    JFK  RDU      64.0       427  18.0    57.0  \n",
+       "186646  N345NW    1185    EWR  SLC     291.0      1969  19.0     0.0  \n",
+       "186649  N806JB     989    JFK  FLL     137.0      1069  19.0     1.0  \n",
+       "186651  N16561    4560    EWR  CMH      75.0       463  19.0     5.0  \n",
+       "186652  N542MQ    4601    LGA  RDU      66.0       431  19.0     5.0  \n",
+       "186657  N722EV    5486    LGA  PIT      56.0       335  19.0    10.0  \n",
+       "186664  N487AA     353    LGA  ORD     122.0       733  19.0    16.0  \n",
+       "186667  N939LR    2705    LGA  CLT      76.0       544  19.0    18.0  \n",
+       "186669  N668AW     449    EWR  CLT      80.0       529  19.0    20.0  \n",
+       "186676  N580JB     547    EWR  PBI     128.0      1023  19.0    30.0  \n",
+       "186679  N806UA     994    EWR  ORD     122.0       719  19.0    32.0  \n",
+       "186684  N527VA     193    EWR  SFO     367.0      2565  19.0    39.0  \n",
+       "186687  N251WN     504    EWR  MDW     111.0       711  19.0    43.0  \n",
+       "186691  N73276    1116    EWR  BOS      39.0       200  19.0    51.0  \n",
+       "186693  N561JB     391    LGA  MCO     128.0       950  19.0    53.0  \n",
+       "186694  N715SW    1545    EWR  MSY     159.0      1167  19.0    53.0  \n",
+       "186707  N5FGAA     543    JFK  MIA     143.0      1089  20.0     5.0  \n",
+       "186708  N14570    4152    EWR  ATL     108.0       746  20.0     6.0  \n",
+       "186709  N709UW    2187    LGA  DCA      40.0       214  20.0     6.0  \n",
+       "186711  N68452    1637    EWR  TPA     133.0       997  20.0    11.0  \n",
+       "186713  N33289    1645    EWR  SAT     215.0      1569  20.0    20.0  \n",
+       "186715  N323AA      21    JFK  LAX     360.0      2475  20.0    21.0  \n",
+       "186728  N923XJ    3525    JFK  ORD     120.0       740  20.0    38.0  \n",
+       "186730  N578AA    2075    EWR  DFW     205.0      1372  20.0    44.0  \n",
+       "186731  N760EV    5038    LGA  BHM     115.0       866  20.0    45.0  \n",
+       "186733  N17108    4295    EWR  MCI     161.0      1092  20.0    49.0  \n",
+       "186734  N24103    4333    EWR  TUL     177.0      1215  20.0    50.0  \n",
+       "186736  N13968    4382    EWR  DTW      91.0       488  20.0    51.0  \n",
+       "186738  N16541    4085    EWR  IND       NaN       645  20.0    52.0  \n",
+       "186742  N37277    1703    EWR  BOS      51.0       200  20.0    53.0  \n",
+       "186745  N14173    4131    EWR  RIC      47.0       277  20.0    59.0  \n",
+       "186747  N274JB      21    JFK  TPA     136.0      1005  21.0     0.0  \n",
+       "186751  N3ACAA     791    LGA  DFW     209.0      1389  21.0     4.0  \n",
+       "186752  N409AS       7    EWR  SEA     318.0      2402  21.0     4.0  \n",
+       "186753  N351NW     985    JFK  BOS      44.0       187  21.0     6.0  \n",
+       "186754  N14168    4543    EWR  DSM     154.0      1017  21.0     7.0  \n",
+       "186757  N611QX    5220    LGA  MCI     155.0      1107  21.0    15.0  \n",
+       "186758  N14953    3267    EWR  PWM      51.0       284  21.0    16.0  \n",
+       "186759  N838MQ    4423    JFK  RDU      67.0       427  21.0    16.0  \n",
+       "186761  N178JB     130    JFK  BUF      55.0       301  21.0    17.0  \n",
+       "186762  N796JB     645    JFK  SFO     364.0      2586  21.0    19.0  \n",
+       "186763  N8913A    4033    LGA  TYS      93.0       647  21.0    23.0  \n",
+       "186765  N854UA     706    EWR  MSY     164.0      1167  21.0    23.0  \n",
+       "186767  N27200    4642    EWR  OMA     177.0      1134  21.0    26.0  \n",
+       "186768  N753EV    5222    LGA  BGR      60.0       378  21.0    26.0  \n",
+       "186770  N968DL    1147    LGA  ATL     110.0       762  21.0    28.0  \n",
+       "186771  N14904    3838    EWR  CVG      92.0       569  21.0    31.0  \n",
+       "186773  N16963    3823    LGA  CLE      64.0       419  21.0    34.0  \n",
+       "186775  N534MQ    3730    EWR  ORD     113.0       719  21.0    35.0  \n",
+       "186776  N596UA     771    JFK  LAX     351.0      2475  21.0    35.0  \n",
+       "186777  N3JLAA    1762    JFK  BOS      45.0       187  21.0    37.0  \n",
+       "186778  N636JB     381    LGA  FLL     139.0      1076  21.0    42.0  \n",
+       "186780  N754EV    5181    EWR  ATL     101.0       746  21.0    45.0  \n",
+       "186782  N14116    4166    EWR  GSP      85.0       594  21.0    47.0  \n",
+       "186783  N904XJ    3395    JFK  DCA      41.0       213  21.0    47.0  \n",
+       "186787  N825AS    5769    LGA  IAD      47.0       229  21.0    59.0  \n",
+       "186788  N842MQ    4573    LGA  DTW      90.0       502  22.0     7.0  \n",
+       "186789  N279JB    1178    EWR  BOS      42.0       200  22.0     8.0  \n",
+       "186790  N635VA     169    EWR  LAX     355.0      2454  22.0     8.0  \n",
+       "186791  N752EV    5212    LGA  RIC      51.0       292  22.0    13.0  \n",
+       "186793  N805UA     330    EWR  PBI     137.0      1023  22.0    16.0  \n",
+       "186794  N15572    4658    EWR  GSO      67.0       445  22.0    17.0  \n",
+       "186795  N78501    1241    EWR  TPA     136.0       997  22.0    20.0  \n",
+       "186796  N507MQ    4662    LGA  ATL     105.0       762  22.0    21.0  \n",
+       "186797  N14179    3852    EWR  BUF      49.0       282  22.0    22.0  \n",
+       "186798  N317JB    1069    JFK  AUS     218.0      1521  22.0    28.0  \n",
+       "186799  N14959    4631    EWR  JAX     112.0       820  22.0    29.0  \n",
+       "186801  N528MQ    4584    LGA  CLT      72.0       544  22.0    33.0  \n",
+       "186802  N17984    4119    EWR  RIC      53.0       277  22.0    34.0  \n",
+       "186806  N659JB    1020    JFK  BOS      39.0       187  22.0    50.0  \n",
+       "186807  N822UA     411    EWR  BOS      41.0       200  22.0    54.0  \n",
+       "186810  N502MQ    4617    LGA  RDU      65.0       431  22.0    57.0  \n",
+       "186811  N14125    4695    EWR  MHT      41.0       209  23.0     6.0  \n",
+       "186812  N25705    1548    EWR  BOS      39.0       200  23.0    22.0  \n",
+       "186813  N570JB     399    LGA  MCO     121.0       950  23.0    26.0  \n",
+       "186858  N770UW    2191    LGA  DCA      42.0       214   0.0    30.0  \n",
+       "186859  N821JB    1018    JFK  BOS      42.0       187   0.0    37.0  \n",
+       "186860  N715UW    2187    LGA  DCA      43.0       214   0.0    42.0  \n",
+       "186861  N294WN    1731    LGA  MDW     114.0       725   1.0    15.0  \n",
+       "186862  N735MQ    4555    LGA  CMH      82.0       479   1.0    16.0  \n",
+       "186863  N15973    3838    EWR  CVG      97.0       569   1.0    42.0  \n",
+       "187033  N185UW    1431    EWR  CLT      86.0       529   8.0     8.0  \n",
+       "187101  N13995    4250    EWR  CMH      76.0       463   9.0     6.0  \n",
+       "187130  N669AW     675    EWR  CLT      76.0       529   9.0    38.0  \n",
+       "187158  N842MQ    4558    LGA  CLE      73.0       419   9.0    59.0  \n",
+       "187204  N917WN     972    EWR  AUS     234.0      1504  11.0     7.0  \n",
+       "187212  N586UA     428    EWR  LAS     295.0      2227  11.0    16.0  \n",
+       "187272  N723MQ    4670    LGA  BNA     130.0       764  12.0    33.0  \n",
+       "187324  N521SW     529    EWR  STL     139.0       872  13.0    40.0  \n",
+       "187328  N14950    4464    EWR  IND     108.0       645  13.0    48.0  \n",
+       "187348  N842MQ    4426    LGA  CMH      84.0       479  14.0    12.0  \n",
+       "187363  N13566    4096    EWR  RIC      61.0       277  14.0    44.0  \n",
+       "187383  N23139    4193    EWR  MSP     164.0      1008  14.0    52.0  \n",
+       "187392  N491WN    2497    LGA  DEN     231.0      1620  14.0    56.0  \n",
+       "187413  N13995    4118    EWR  DTW     101.0       488  15.0    16.0  \n",
+       "187428  N558AA     337    LGA  ORD     113.0       733  15.0    33.0  \n",
+       "187431  N19966    4267    EWR  SAV     103.0       708  15.0    35.0  \n",
+       "187443  N725MQ    4429    LGA  CMH      81.0       479  15.0    41.0  \n",
+       "187478  N588JB     703    JFK  SJU     197.0      1598  16.0     9.0  \n",
+       "187496  N34111    5673    EWR  GRR      93.0       605  16.0    31.0  \n",
+       "187499  N15980    4583    EWR  BNA     129.0       748  16.0    37.0  \n",
+       "187509  N21154    4381    EWR  DTW      89.0       488  16.0    52.0  \n",
+       "187517  N537MQ    3695    EWR  ORD     107.0       719  16.0    59.0  \n",
+       "187526  N14186    4091    EWR  IND     106.0       645  17.0     7.0  \n",
+       "187528  N14562    4326    EWR  CLT      87.0       529  17.0    10.0  \n",
+       "187553  N661JB     157    JFK  MCO     137.0       944  17.0    40.0  \n",
+       "187555  N802UA     489    EWR  SFO     352.0      2565  17.0    41.0  \n",
+       "187563  N542MQ    4657    LGA  ATL     115.0       762  17.0    48.0  \n",
+       "187572  N811UA     345    EWR  CLE      68.0       404  17.0    57.0  \n",
+       "187584  N17560    4411    EWR  MEM     162.0       946  18.0     9.0  \n",
+       "187600  N242WN     717    EWR  HOU     223.0      1411  18.0    30.0  \n",
+       "187602  N15910    4299    EWR  DCA      63.0       199  18.0    33.0  \n",
+       "187614  N13969    3819    EWR  ATL     117.0       746  18.0    49.0  \n",
+       "187619  N403UA     555    LGA  ORD     117.0       733  18.0    52.0  \n",
+       "187621  N133EV    4997    EWR  DTW      80.0       488  18.0    53.0  \n",
+       "187632  N3KEAA    1901    JFK  IAH     217.0      1417  19.0     2.0  \n",
+       "187636  N14959    4085    EWR  IND     124.0       645  19.0     9.0  \n",
+       "187644  N26208    1023    LGA  ORD     117.0       733  19.0    22.0  \n",
+       "187652  N13566    4202    EWR  STL     154.0       872  19.0    29.0  \n",
+       "187654  N26549    4180    EWR  DAY      92.0       533  19.0    30.0  \n",
+       "187656  N3JDAA     257    JFK  LAS     328.0      2248  19.0    31.0  \n",
+       "187668  N16976    4382    EWR  DTW      83.0       488  19.0    55.0  \n",
+       "187670  N3BDAA     145    JFK  SAN     353.0      2446  19.0    55.0  \n",
+       "187671  N537JB     143    JFK  PBI     142.0      1028  19.0    57.0  \n",
+       "187675  N521MQ    4626    LGA  CMH      81.0       479  20.0     1.0  \n",
+       "187678  N316JB    1016    JFK  BOS      39.0       187  20.0     4.0  \n",
+       "187679  N8923A    4059    LGA  DAY      96.0       549  20.0     5.0  \n",
+       "187684  N3HSAA    1351    JFK  ORD     120.0       740  20.0    12.0  \n",
+       "187688  N744EV    5168    LGA  GSO      77.0       461  20.0    17.0  \n",
+       "187694  N902XJ    3285    JFK  DTW      85.0       509  20.0    31.0  \n",
+       "187695  N922XJ    3367    JFK  CVG     104.0       589  20.0    31.0  \n",
+       "187696  N173US    1491    LGA  CLT      86.0       544  20.0    31.0  \n",
+       "187699  N550WN    3952    EWR  DEN     229.0      1605  20.0    34.0  \n",
+       "187702  N14143    4571    EWR  CHS      93.0       628  20.0    40.0  \n",
+       "187703  N926XJ    3403    JFK  MCI     183.0      1113  20.0    46.0  \n",
+       "187704  N519JB     711    JFK  LAS     318.0      2248  20.0    47.0  \n",
+       "187705  N388DA    2159    JFK  MCO     133.0       944  20.0    48.0  \n",
+       "187706  N3GHAA    1787    JFK  TPA     150.0      1005  20.0    48.0  \n",
+       "187707  N706JB     155    JFK  MCO     141.0       944  20.0    48.0  \n",
+       "187708  N931WN    2226    LGA  MDW     117.0       725  20.0    48.0  \n",
+       "187714  N8604C    4019    JFK  RIC      57.0       288  21.0     0.0  \n",
+       "187715  N8560F    4127    JFK  IAD      47.0       228  21.0     2.0  \n",
+       "187716  N12157    4642    EWR  OMA     173.0      1134  21.0     3.0  \n",
+       "187717  N3AKAA     269    JFK  SEA     332.0      2422  21.0     3.0  \n",
+       "187718  N713MQ    4569    LGA  RDU      72.0       431  21.0     5.0  \n",
+       "187719  N350NA     985    JFK  BOS      37.0       187  21.0     6.0  \n",
+       "187722  N13995    4560    EWR  CMH      86.0       463  21.0    11.0  \n",
+       "187723  N3CAAA    1762    JFK  BOS      38.0       187  21.0    11.0  \n",
+       "187726  N48901    4543    EWR  DSM     163.0      1017  21.0    16.0  \n",
+       "187729  N13908    3806    EWR  BNA     128.0       748  21.0    20.0  \n",
+       "187730  N535JB     645    JFK  SFO     349.0      2586  21.0    20.0  \n",
+       "187731  N8659B    4033    LGA  TYS     103.0       647  21.0    22.0  \n",
+       "187732  N203FR     419    LGA  DEN     239.0      1620  21.0    23.0  \n",
+       "187733  N932AT     645    LGA  ATL     116.0       762  21.0    23.0  \n",
+       "187735  N16701    1187    EWR  MSY     179.0      1167  21.0    30.0  \n",
+       "187739  N557UA     535    JFK  LAX     348.0      2475  21.0    34.0  \n",
+       "187740  N76526    1130    EWR  DFW     210.0      1372  21.0    35.0  \n",
+       "187743  N19966    4153    EWR  CLT      88.0       529  21.0    44.0  \n",
+       "187745  N413UA     740    EWR  TPA     140.0       997  21.0    47.0  \n",
+       "187746  N462UA     695    LGA  ORD     116.0       733  21.0    48.0  \n",
+       "187748  N980AT     354    LGA  CAK      68.0       397  21.0    52.0  \n",
+       "187750  N633DL      61    LGA  ATL     118.0       762  21.0    56.0  \n",
+       "187751  N705SW    3135    LGA  MKE     111.0       738  21.0    56.0  \n",
+       "187756  N14174    4333    EWR  TUL     199.0      1215  22.0     8.0  \n",
+       "187757  N825UA     330    EWR  PBI     138.0      1023  22.0     8.0  \n",
+       "187758  N12900    4166    EWR  GSP      95.0       594  22.0    10.0  \n",
+       "187759  N435AA     361    LGA  ORD     118.0       733  22.0    11.0  \n",
+       "187763  N512UA     771    JFK  LAX     344.0      2475  22.0    17.0  \n",
+       "187764  N323AA      21    JFK  LAX     332.0      2475  22.0    21.0  \n",
+       "187766  N8933B    3899    JFK  CLE      77.0       425  22.0    24.0  \n",
+       "187768  N523MQ    4662    LGA  ATL     119.0       762  22.0    34.0  \n",
+       "187769  N14904    4368    EWR  DAY      92.0       533  22.0    36.0  \n",
+       "187770  N14125    4631    EWR  JAX     119.0       820  22.0    41.0  \n",
+       "187771  N852MQ    4423    JFK  RDU      73.0       427  22.0    41.0  \n",
+       "187772  N14972    4119    EWR  RIC      57.0       277  22.0    43.0  \n",
+       "187774  N274JB     104    JFK  BUF      59.0       301  22.0    49.0  \n",
+       "187775  N14562    3852    EWR  BUF      53.0       282  22.0    53.0  \n",
+       "187776  N518MQ    4584    LGA  CLT      87.0       544  22.0    53.0  \n",
+       "187777  N10575    4117    EWR  DCA      45.0       199  22.0    56.0  \n",
+       "187778  N12167    4293    EWR  CHS      95.0       628  23.0     0.0  \n",
+       "187779  N17984    4421    EWR  BTV      41.0       266  23.0     3.0  \n",
+       "187780  N13123    4309    EWR  PWM      45.0       284  23.0    17.0  \n",
+       "187781  N839MQ    4449    JFK  DCA      50.0       213  23.0    21.0  \n",
+       "187782  N15910    3267    EWR  PWM      45.0       284  23.0    23.0  \n",
+       "187783  N14542    4695    EWR  MHT      39.0       209  23.0    34.0  \n",
+       "187784  N18114    4131    EWR  RIC      50.0       277  23.0    35.0  \n",
+       "187785  N179JB    1178    EWR  BOS      43.0       200  23.0    43.0  \n",
+       "187787  N21154    4658    EWR  GSO      70.0       445  23.0    49.0  \n",
+       "187791  N828AS    5714    JFK  IAD      49.0       228  23.0    58.0  \n",
+       "187835  N279JB     608    JFK  PWM      43.0       273   0.0    45.0  \n",
+       "188005  N33182    4608    EWR  MKE     110.0       725   8.0    13.0  \n",
+       "188080  N239JB     219    JFK  CLT      93.0       541   9.0    13.0  \n",
+       "188089  N514MQ    4655    LGA  BNA     125.0       764   9.0    24.0  \n",
+       "188112  N722MQ    4558    LGA  CLE      70.0       419   9.0    50.0  \n",
+       "188180  N18114    4140    EWR  ATL     124.0       746  11.0     9.0  \n",
+       "188182  N8492C    3608    JFK  PHL      26.0        94  11.0    12.0  \n",
+       "188202  N13123    4694    EWR  IND     104.0       645  11.0    46.0  \n",
+       "188213  N87527    1725    LGA  IAH     211.0      1416  11.0    55.0  \n",
+       "188227  N14143    4472    EWR  XNA     176.0      1131  12.0     8.0  \n",
+       "188277  N14562    3815    EWR  ORF      53.0       284  13.0    22.0  \n",
+       "188287  N809UA     325    EWR  BOS      40.0       200  13.0    37.0  \n",
+       "188300  N557UA     580    JFK  SFO     353.0      2586  13.0    55.0  \n",
+       "188322  N177US    1459    LGA  CLT      95.0       544  14.0    35.0  \n",
+       "188327  N16561    5670    EWR  BDL      28.0       116  14.0    42.0  \n",
+       "188359  N41135    1641    EWR  MCO     131.0       937  15.0     5.0  \n",
+       "188365  N510JB    1783    JFK  MCO     141.0       944  15.0     9.0  \n",
+       "188368  N12172    4308    EWR  PWM      54.0       284  15.0    14.0  \n",
+       "188370  N660AW     186    EWR  PHX     313.0      2133  15.0    15.0  \n",
+       "188375  N12922    3832    EWR  STL     140.0       872  15.0    21.0  \n",
+       "188387  N13553    4171    EWR  MSN     122.0       799  15.0    32.0  \n",
+       "188388  N730SW    1638    EWR  PHX     318.0      2133  15.0    33.0  \n",
+       "188389  N811UA     545    EWR  DFW     201.0      1372  15.0    34.0  \n",
+       "188396  N16559    4668    EWR  SAV     114.0       708  15.0    40.0  \n",
+       "188404  N615QX    4975    EWR  MSP     146.0      1008  15.0    45.0  \n",
+       "188408  N12567    4100    EWR  MEM     154.0       946  15.0    50.0  \n",
+       "188442  N16571    4335    EWR  CVG     104.0       569  16.0    21.0  \n",
+       "188446  N14977    4633    EWR  BTV      44.0       266  16.0    25.0  \n",
+       "188451  N27152    4323    EWR  RDU      77.0       416  16.0    29.0  \n",
+       "188456  N16981    4708    EWR  BNA     120.0       748  16.0    34.0  \n",
+       "188457  N412UA     471    EWR  BOS      45.0       200  16.0    34.0  \n",
+       "188459  N14174    4181    EWR  MCI     177.0      1092  16.0    37.0  \n",
+       "188479  N14950    4434    EWR  MHT      42.0       209  16.0    59.0  \n",
+       "188485  N13949    4596    EWR  STL     139.0       872  17.0     2.0  \n",
+       "188486  N41104    4193    EWR  MSP       NaN      1008  17.0     4.0  \n",
+       "188487  N15986    4326    EWR  CLT      88.0       529  17.0     5.0  \n",
+       "188489  N16961    4684    EWR  SDF     112.0       642  17.0     6.0  \n",
+       "188491  N247JB     917    JFK  ORD     117.0       740  17.0     7.0  \n",
+       "188498  N48901    4583    EWR  BNA     123.0       748  17.0    13.0  \n",
+       "188500  N15912    3825    EWR  GSP      92.0       594  17.0    17.0  \n",
+       "188501  N530MQ    4657    LGA  ATL     112.0       762  17.0    17.0  \n",
+       "188502  N284JB      12    JFK  SYR      46.0       209  17.0    18.0  \n",
+       "188503  N11192    5673    EWR  GRR      95.0       605  17.0    18.0  \n",
+       "188510  N14959    3853    EWR  CMH      83.0       463  17.0    25.0  \n",
+       "188511  N14542    4381    EWR  DTW      93.0       488  17.0    27.0  \n",
+       "188515  N15973    5660    EWR  ATL     122.0       746  17.0    29.0  \n",
+       "188527  N519LR    3790    LGA  IAD      56.0       229  17.0    38.0  \n",
+       "188538  N13956    4328    EWR  MKE     112.0       725  17.0    56.0  \n",
+       "188543  N964WN    3952    EWR  DEN     235.0      1605  18.0     1.0  \n",
+       "188547  N474UA     689    LGA  ORD     113.0       733  18.0     5.0  \n",
+       "188549  N822UA     489    EWR  SFO     341.0      2565  18.0     8.0  \n",
+       "188553  N12163    4702    EWR  GSO      69.0       445  18.0    10.0  \n",
+       "188557  N705JB     675    JFK  LAX     340.0      2475  18.0    13.0  \n",
+       "188562  N302DQ    2042    EWR  ATL     110.0       746  18.0    19.0  \n",
+       "188567  N713MQ    4540    LGA  DTW      81.0       502  18.0    24.0  \n",
+       "188570  N274JB    1176    EWR  BOS      38.0       200  18.0    27.0  \n",
+       "188577  N19966    4445    EWR  ROC      46.0       246  18.0    32.0  \n",
+       "188581  N13969    4352    EWR  CVG     103.0       569  18.0    37.0  \n",
+       "188584  N273JB    1307    JFK  IAD      51.0       228  18.0    41.0  \n",
+       "188592  N806UA     563    EWR  LAS     308.0      2227  18.0    50.0  \n",
+       "188593  N11547    4091    EWR  DAY      87.0       533  18.0    52.0  \n",
+       "188594  N4XVAA     345    LGA  ORD     114.0       733  18.0    52.0  \n",
+       "188606  N706SW     717    EWR  HOU     203.0      1411  19.0     0.0  \n",
+       "188607  N404UA     745    EWR  IAH     199.0      1400  19.0     1.0  \n",
+       "188612  N35271    1637    EWR  TPA     137.0       997  19.0     7.0  \n",
+       "188613  N76288    1657    LGA  ORD     114.0       733  19.0     7.0  \n",
+       "188617  N204FR     419    LGA  DEN     240.0      1620  19.0     9.0  \n",
+       "188619  N3JFAA    1999    EWR  MIA     137.0      1085  19.0    11.0  \n",
+       "188620  N13988    3819    EWR  ATL     115.0       746  19.0    12.0  \n",
+       "188622  N832UA     463    EWR  ORD     116.0       719  19.0    12.0  \n",
+       "188627  N517MQ    4601    LGA  RDU      72.0       431  19.0    15.0  \n",
+       "188633  N29917    4681    EWR  RIC      56.0       277  19.0    20.0  \n",
+       "188640  N14972    4202    EWR  STL       NaN       872  19.0    29.0  \n",
+       "188642  N26549    4663    EWR  RDU      73.0       416  19.0    30.0  \n",
+       "188647  N331NW     926    EWR  ATL     106.0       746  19.0    34.0  \n",
+       "188648  N354JB    1016    JFK  BOS      37.0       187  19.0    37.0  \n",
+       "188662  N24729    1633    EWR  MIA     162.0      1085  19.0    54.0  \n",
+       "188663  N150UW    1973    EWR  CLT      80.0       529  19.0    54.0  \n",
+       "188664  N735MQ    4415    LGA  RDU      74.0       431  19.0    55.0  \n",
+       "188665  N37287    1645    EWR  SAT     234.0      1569  19.0    56.0  \n",
+       "188672  N722MQ    4484    LGA  BNA     121.0       764  19.0    58.0  \n",
+       "188673  N921XJ    3446    EWR  MSP     147.0      1008  20.0     1.0  \n",
+       "188674  N505MQ    3730    EWR  ORD     106.0       719  20.0     1.0  \n",
+       "188675  N18557    4085    EWR  IND     103.0       645  20.0     2.0  \n",
+       "188676  N12172    4645    EWR  CHS     105.0       628  20.0     5.0  \n",
+       "188678  N457WN    1596    EWR  STL     130.0       872  20.0     5.0  \n",
+       "188679  N14977    4638    EWR  CVG      96.0       569  20.0     7.0  \n",
+       "188690  N744EV    5222    LGA  BGR      50.0       378  20.0    18.0  \n",
+       "188694  N421LV     504    EWR  MDW     107.0       711  20.0    23.0  \n",
+       "188696  N14950    4382    EWR  DTW      83.0       488  20.0    27.0  \n",
+       "188698  N713EV    5486    LGA  PIT      61.0       335  20.0    31.0  \n",
+       "188702  N787SA    3135    LGA  MKE     110.0       738  20.0    32.0  \n",
+       "188703  N584JB     547    EWR  PBI     139.0      1023  20.0    34.0  \n",
+       "188707  N968DL    2391    JFK  TPA     146.0      1005  20.0    40.0  \n",
+       "188708  N10575    4560    EWR  CMH      80.0       463  20.0    40.0  \n",
+       "188710  N14188    4295    EWR  MCI     168.0      1092  20.0    42.0  \n",
+       "188713  N720MQ    4423    JFK  RDU      76.0       427  20.0    45.0  \n",
+       "188714  N279JB    1185    JFK  RDU      71.0       427  20.0    46.0  \n",
+       "188719  N27213    1127    EWR  SFO     345.0      2565  20.0    50.0  \n",
+       "188721  N956UW    2140    LGA  BOS      35.0       184  20.0    51.0  \n",
+       "188724  N706JB     527    EWR  MCO     129.0       937  20.0    53.0  \n",
+       "188730  N3JSAA    1709    LGA  MIA     154.0      1096  21.0     5.0  \n",
+       "188731  N317JB     130    JFK  BUF      57.0       301  21.0     9.0  \n",
+       "188732  N12166    4333    EWR  TUL     181.0      1215  21.0    10.0  \n",
+       "188733  N27200    4087    EWR  ATL     111.0       746  21.0    12.0  \n",
+       "188735  N415WN    1545    EWR  MSY     168.0      1167  21.0    14.0  \n",
+       "188736  N951DL    1435    LGA  TPA     143.0      1010  21.0    16.0  \n",
+       "188742  N510UA     771    JFK  LAX     332.0      2475  21.0    28.0  \n",
+       "188744  N750EV    5168    LGA  GSO      74.0       461  21.0    31.0  \n",
+       "188749  N556AA    2075    EWR  DFW     204.0      1372  21.0    36.0  \n",
+       "188753  N12922    3826    EWR  TYS      96.0       631  21.0    47.0  \n",
+       "188755  N14998    3823    LGA  CLE      72.0       419  21.0    50.0  \n",
+       "188756  N480UA     996    EWR  SFO     343.0      2565  21.0    54.0  \n",
+       "188757  N76503    1241    EWR  TPA     156.0       997  21.0    54.0  \n",
+       "188759  N444UA     282    EWR  AUS     209.0      1504  21.0    56.0  \n",
+       "188762  N178JB     629    JFK  HOU     207.0      1428  22.0     2.0  \n",
+       "188763  N551UA     347    LGA  IAH     204.0      1416  22.0     2.0  \n",
+       "188764  N14562    3852    EWR  BUF      51.0       282  22.0     7.0  \n",
+       "188765  N13908    4543    EWR  DSM     147.0      1017  22.0     9.0  \n",
+       "188767  N852UA     686    EWR  PBI     136.0      1023  22.0    17.0  \n",
+       "188768  N520MQ    3744    EWR  ORD     104.0       719  22.0    19.0  \n",
+       "188769  N822MQ    4573    LGA  DTW      80.0       502  22.0    22.0  \n",
+       "188770  N15912    3838    EWR  CVG      95.0       569  22.0    23.0  \n",
+       "188771  N346JB    1178    EWR  BOS      38.0       200  22.0    24.0  \n",
+       "188772  N14542    4119    EWR  RIC      52.0       277  22.0    34.0  \n",
+       "188773  N855UA     301    EWR  IAH     196.0      1400  22.0    35.0  \n",
+       "188774  N12569    4682    EWR  SDF     103.0       642  22.0    37.0  \n",
+       "188775  N76515    1299    EWR  RSW     152.0      1068  22.0    37.0  \n",
+       "188778  N716EV    5212    LGA  RIC      54.0       292  22.0    43.0  \n",
+       "188779  N12567    4658    EWR  GSO      69.0       445  22.0    44.0  \n",
+       "188780  N338AA     181    JFK  LAX     331.0      2475  22.0    45.0  \n",
+       "188781  N36915    4425    EWR  MKE     112.0       725  22.0    51.0  \n",
+       "188782  N519MQ    4584    LGA  CLT      88.0       544  22.0    51.0  \n",
+       "188783  N517JB     383    LGA  FLL     147.0      1076  22.0    52.0  \n",
+       "188784  N22909    4695    EWR  MHT      42.0       209  22.0    54.0  \n",
+       "188786  N15986    3267    EWR  PWM      48.0       284  23.0     1.0  \n",
+       "188787  N447UA     411    EWR  BOS      36.0       200  23.0    15.0  \n",
+       "188790  N13949    4368    EWR  DAY      84.0       533  23.0    28.0  \n",
+       "188791  N513MQ    4660    LGA  BNA     109.0       764  23.0    28.0  \n",
+       "188792  N16559    4131    EWR  RIC      52.0       277  23.0    29.0  \n",
+       "188793  N12563    4421    EWR  BTV      45.0       266  23.0    31.0  \n",
+       "188817  N643JB     112    JFK  BUF      47.0       301   0.0    22.0  \n",
+       "189060  N33286    1162    EWR  ORD     114.0       719   9.0     7.0  \n",
+       "189144  N519MQ    4619    LGA  ATL     106.0       762  10.0    40.0  \n",
+       "189186  N744EV    5164    LGA  MEM     139.0       963  11.0    51.0  \n",
+       "189287  N506JB     991    JFK  PBI     135.0      1028  13.0    56.0  \n",
+       "189289  N409UA     704    EWR  LAX     329.0      2454  13.0    58.0  \n",
+       "189291  N723EV    5216    LGA  MCI     172.0      1107  14.0     1.0  \n",
+       "189292  N14198    4640    EWR  DAY      85.0       533  14.0     2.0  \n",
+       "189303  N11106    4141    EWR  ATL     117.0       746  14.0    17.0  \n",
+       "189325  N645JB      85    JFK  FLL     151.0      1069  14.0    45.0  \n",
+       "189359  N12567    4100    EWR  MEM     145.0       946  15.0     5.0  \n",
+       "189361  N12563    5793    EWR  RIC      55.0       277  15.0     6.0  \n",
+       "189363  N323AA     117    JFK  LAX     323.0      2475  15.0    10.0  \n",
+       "189372  N842UA     545    EWR  DFW     212.0      1372  15.0    16.0  \n",
+       "189373  N822MQ    4491    LGA  CLE      69.0       419  15.0    18.0  \n",
+       "189391  N909EV    5712    JFK  IAD      48.0       228  15.0    35.0  \n",
+       "189437  N339JB     347    JFK  SRQ     146.0      1041  16.0    17.0  \n",
+       "189447  N11176    4181    EWR  MCI     188.0      1092  16.0    29.0  \n",
+       "189457  N22909    4328    EWR  MKE     117.0       725  16.0    39.0  \n",
+       "189463  N521UA     711    EWR  IAH     191.0      1400  16.0    54.0  \n",
+       "189473  N929XJ    3315    JFK  MSP     147.0      1029  17.0     2.0  \n",
+       "189476  N36915    4299    EWR  DCA      42.0       199  17.0     4.0  \n",
+       "189479  N702UW    2181    LGA  DCA      56.0       214  17.0     6.0  \n",
+       "189483  N346JB    1275    JFK  CHS      94.0       636  17.0     9.0  \n",
+       "189484  N18101    4667    EWR  MSP     153.0      1008  17.0    10.0  \n",
+       "189488  N946DL    1982    LGA  MIA     143.0      1096  17.0    13.0  \n",
+       "189493  N76502    1242    EWR  FLL     166.0      1065  17.0    16.0  \n",
+       "189506  N75428    1563    EWR  MCO     148.0       937  17.0    29.0  \n",
+       "189513  N559JB     369    LGA  PBI     134.0      1035  17.0    35.0  \n",
+       "189514  N13997    4352    EWR  CVG      95.0       569  17.0    36.0  \n",
+       "189520  N14953    4684    EWR  SDF     111.0       642  17.0    43.0  \n",
+       "189521  N802UA     586    EWR  CLE      65.0       404  17.0    43.0  \n",
+       "189527  N968WN     197    LGA  STL     143.0       888  17.0    51.0  \n",
+       "189533  N423UA     722    EWR  LAX     321.0      2454  17.0    54.0  \n",
+       "189536  N15986    4294    EWR  SAV     101.0       708  17.0    57.0  \n",
+       "189539  N306JB    1176    EWR  BOS      38.0       200  18.0     2.0  \n",
+       "189540  N302DQ    2042    EWR  ATL     109.0       746  18.0     4.0  \n",
+       "189543  N852UA     489    EWR  SFO     316.0      2565  18.0     7.0  \n",
+       "189544  N16981    4411    EWR  MEM     163.0       946  18.0     8.0  \n",
+       "189545  N708JB      36    JFK  ROC      47.0       264  18.0     8.0  \n",
+       "189549  N14974    5668    EWR  DAY      91.0       533  18.0    13.0  \n",
+       "189550  N15910    4583    EWR  BNA     122.0       748  18.0    14.0  \n",
+       "189557  N29906    3819    EWR  ATL     112.0       746  18.0    23.0  \n",
+       "189561  N477WN     717    EWR  HOU     196.0      1411  18.0    24.0  \n",
+       "189563  N571UA     639    LGA  IAH     205.0      1416  18.0    24.0  \n",
+       "189569  N13161    4702    EWR  GSO      69.0       445  18.0    30.0  \n",
+       "189570  N537AA    1905    EWR  DFW     205.0      1372  18.0    31.0  \n",
+       "189571  N477UA     689    LGA  ORD     116.0       733  18.0    31.0  \n",
+       "189575  N738MQ    4540    LGA  DTW      84.0       502  18.0    37.0  \n",
+       "189578  N196UW     894    LGA  CLT      83.0       544  18.0    39.0  \n",
+       "189581  N16987    4202    EWR  STL     144.0       872  18.0    42.0  \n",
+       "189585  N909FJ    2705    LGA  CLT      84.0       544  18.0    50.0  \n",
+       "189593  N736SA    1596    EWR  STL     137.0       872  18.0    55.0  \n",
+       "189602  N21154    4560    EWR  CMH      80.0       463  19.0     2.0  \n",
+       "189603  N197JB    1307    JFK  IAD      45.0       228  19.0     2.0  \n",
+       "189606  N13949    4663    EWR  RDU      73.0       416  19.0     4.0  \n",
+       "189607  N16709    1633    EWR  MIA     141.0      1085  19.0     4.0  \n",
+       "189609  N749SW    3962    LGA  MDW     120.0       725  19.0     6.0  \n",
+       "189612  N527JB     547    EWR  PBI     128.0      1023  19.0     9.0  \n",
+       "189619  N18114    4645    EWR  CHS      98.0       628  19.0    14.0  \n",
+       "189620  N11535    4085    EWR  IND     108.0       645  19.0    16.0  \n",
+       "189621  N78501    1657    LGA  ORD     114.0       733  19.0    16.0  \n",
+       "189627  N14198    4638    EWR  CVG      97.0       569  19.0    20.0  \n",
+       "189634  N330AT     722    LGA  ATL     108.0       762  19.0    29.0  \n",
+       "189636  N844UA     269    EWR  ORD     112.0       719  19.0    29.0  \n",
+       "189637  N514MQ    4657    LGA  ATL     114.0       762  19.0    30.0  \n",
+       "189638  N800AY    4277    JFK  ORF      63.0       290  19.0    31.0  \n",
+       "189640  N720WN     504    EWR  MDW     112.0       711  19.0    33.0  \n",
+       "189644  N15555    4382    EWR  DTW      82.0       488  19.0    38.0  \n",
+       "189661  N704SW    1354    LGA  BNA     117.0       764  19.0    53.0  \n",
+       "189664  N723MQ    4484    LGA  BNA     127.0       764  19.0    59.0  \n",
+       "189666  N188US    1491    LGA  CLT      83.0       544  20.0     0.0  \n",
+       "189669  N528MQ    4626    LGA  CMH      78.0       479  20.0     3.0  \n",
+       "189672  N592JB     527    EWR  MCO     121.0       937  20.0    10.0  \n",
+       "189678  N14148    4087    EWR  ATL     114.0       746  20.0    15.0  \n",
+       "189681  N76504    1673    EWR  RSW     144.0      1068  20.0    20.0  \n",
+       "189683  N199UW    1973    EWR  CLT      78.0       529  20.0    23.0  \n",
+       "189684  N358NB     706    JFK  AUS     219.0      1521  20.0    25.0  \n",
+       "189685  N521MQ    4601    LGA  RDU      70.0       431  20.0    25.0  \n",
+       "189686  N517MQ    4649    LGA  MSP     138.0      1020  20.0    26.0  \n",
+       "189688  N12996    4353    EWR  BNA     121.0       748  20.0    28.0  \n",
+       "189693  N8855A    3826    JFK  CHS      90.0       636  20.0    30.0  \n",
+       "189695  N711UW    2187    LGA  DCA      62.0       214  20.0    31.0  \n",
+       "189699  N76528    1574    EWR  FLL     133.0      1065  20.0    37.0  \n",
+       "189703  N907DL    1435    LGA  TPA     140.0      1010  20.0    48.0  \n",
+       "189709  N15980    4131    EWR  RIC      55.0       277  20.0    52.0  \n",
+       "189711  N3CLAA     791    LGA  DFW     217.0      1389  20.0    53.0  \n",
+       "189715  N12166    4333    EWR  TUL     224.0      1215  20.0    55.0  \n",
+       "189720  N934DL    1854    LGA  FLL     142.0      1076  21.0     0.0  \n",
+       "189721  N14562    4153    EWR  CLT      78.0       529  21.0     0.0  \n",
+       "189722  N993DL    1147    LGA  ATL     114.0       762  21.0     1.0  \n",
+       "189724  N11106    4204    EWR  OKC     194.0      1325  21.0     4.0  \n",
+       "189725  N15973    4312    EWR  DCA      38.0       199  21.0     4.0  \n",
+       "189726  N77295    1685    EWR  PBI     144.0      1023  21.0     6.0  \n",
+       "189730  N506JB     645    JFK  SFO     330.0      2586  21.0    16.0  \n",
+       "189734  N13988    3806    EWR  BNA     124.0       748  21.0    21.0  \n",
+       "189738  N14125    4622    EWR  GRR      98.0       605  21.0    28.0  \n",
+       "189740  N17159    4642    EWR  OMA     168.0      1134  21.0    33.0  \n",
+       "189742  N8797A    4033    LGA  TYS      94.0       647  21.0    34.0  \n",
+       "189745  N807JB     801    JFK  FLL     139.0      1069  21.0    38.0  \n",
+       "189749  N27962    3847    EWR  CVG      95.0       569  21.0    44.0  \n",
+       "189751  N640JB     391    LGA  MCO     130.0       950  21.0    45.0  \n",
+       "189752  N713MQ    4569    LGA  RDU      69.0       431  21.0    45.0  \n",
+       "189753  N18220    1130    EWR  DFW     204.0      1372  21.0    48.0  \n",
+       "189754  N12540    3267    EWR  PWM      44.0       284  21.0    49.0  \n",
+       "189755  N958UW    2142    LGA  BOS      33.0       184  21.0    50.0  \n",
+       "189758  N512MQ    4662    LGA  ATL     110.0       762  22.0     5.0  \n",
+       "189759  N14168    5661    EWR  GSO      70.0       445  22.0     6.0  \n",
+       "189760  N721MQ    4555    LGA  CMH      84.0       479  22.0     7.0  \n",
+       "189761  N770UW    2191    LGA  DCA      39.0       214  22.0    14.0  \n",
+       "189763  N716EV    5212    LGA  RIC      52.0       292  22.0    22.0  \n",
+       "189765  N947UW    2144    LGA  BOS      33.0       184  22.0    27.0  \n",
+       "189766  N284WN    1731    LGA  MDW     112.0       725  22.0    28.0  \n",
+       "189767  N854UA     686    EWR  PBI     125.0      1023  22.0    32.0  \n",
+       "189768  N16571    4682    EWR  SDF     109.0       642  22.0    35.0  \n",
+       "189769  N14950    4695    EWR  MHT      38.0       209  22.0    35.0  \n",
+       "189771  N13914    4368    EWR  DAY      88.0       533  22.0    40.0  \n",
+       "189776  N21197    3256    EWR  CHS      89.0       628  22.0    51.0  \n",
+       "189777  N703JB     383    LGA  FLL     142.0      1076  22.0    54.0  \n",
+       "189778  N16961    4117    EWR  DCA      36.0       199  22.0    55.0  \n",
+       "189779  N12900    4631    EWR  JAX     120.0       820  22.0    56.0  \n",
+       "189781  N197JB     104    JFK  BUF      57.0       301  23.0     2.0  \n",
+       "189782  N14904    4276    EWR  BDL      25.0       116  23.0     7.0  \n",
+       "189783  N15986    4421    EWR  BTV      44.0       266  23.0     9.0  \n",
+       "189784  N329NW    2131    LGA  DTW      79.0       502  23.0    10.0  \n",
+       "189785  N504MQ    4660    LGA  BNA     113.0       764  23.0    20.0  \n",
+       "189786  N526MQ    4584    LGA  CLT      76.0       544  23.0    31.0  \n",
+       "189787  N13949    4700    EWR  CLT      80.0       529  23.0    32.0  \n",
+       "189788  N12567    4119    EWR  RIC      50.0       277  23.0    42.0  \n",
+       "189789  N408WN    3135    LGA  MKE     114.0       738  23.0    42.0  \n",
+       "189790  N539MQ    4617    LGA  RDU      64.0       431  23.0    42.0  \n",
+       "189791  N497UA     205    EWR  AUS     200.0      1504  23.0    45.0  \n",
+       "189795  N723EV    5220    LGA  MCI     153.0      1107  23.0    58.0  \n",
+       "189864  N733UW    1885    LGA  PHL      39.0        96   7.0     2.0  \n",
+       "189911  N21154    4264    EWR  IND      97.0       645   8.0     1.0  \n",
+       "189968  N655JB     389    LGA  MCO     126.0       950   8.0    57.0  \n",
+       "189984  N301DQ     807    EWR  ATL     111.0       746   9.0     9.0  \n",
+       "189990  N338AA     443    JFK  MIA     139.0      1089   9.0    20.0  \n",
+       "190016  N264LV    2392    LGA  DEN     228.0      1620   9.0    52.0  \n",
+       "190028  N469UA     815    EWR  MCO     132.0       937   9.0    59.0  \n",
+       "190032  N821AY    4051    JFK  BWI      35.0       184  10.0    12.0  \n",
+       "190217  N712EV    4892    LGA  SAV      96.0       722  14.0    41.0  \n",
+       "190288  N655JB     393    LGA  MCO     121.0       950  15.0    52.0  \n",
+       "190305  N991DL     695    JFK  MCO     127.0       944  16.0     3.0  \n",
+       "190312  N13979    3853    EWR  CMH      78.0       463  16.0     9.0  \n",
+       "190352  N131EV    4975    EWR  MSP     141.0      1008  16.0    53.0  \n",
+       "190389  N21144    4092    EWR  DAY      83.0       533  17.0    30.0  \n",
+       "190448  N505UA     512    JFK  SFO     347.0      2586  18.0    53.0  \n",
+       "190460  N998AT     742    LGA  CAK      62.0       397  19.0     8.0  \n",
+       "190473  N8710A    4019    JFK  RIC      49.0       288  19.0    23.0  \n",
+       "190517  N530MQ    3783    JFK  CMH      74.0       483  20.0    43.0  \n",
+       "190522  N730EV    4997    EWR  DTW      77.0       488  20.0    54.0  \n",
+       "190529  N511UA     741    EWR  LAX     304.0      2454  21.0    16.0  \n",
+       "190532  N388DA    1629    JFK  LAS     282.0      2248  21.0    24.0  \n",
+       "190537  N625JB     677    JFK  LAX     301.0      2475  21.0    41.0  \n",
+       "190541  N636VA     415    JFK  LAX     314.0      2475  21.0    47.0  \n",
+       "190543  N755EV    5222    LGA  BGR      59.0       378  22.0    19.0  \n",
+       "190674  N279JB    1305    JFK  IAD      44.0       228   8.0     4.0  \n",
+       "190707  N760JB     361    LGA  PBI     136.0      1035   8.0    36.0  \n",
+       "190824  N485AA    1097    LGA  DFW     191.0      1389  10.0    52.0  \n",
+       "190836  N801AY    3608    JFK  PHL      28.0        94  11.0     9.0  \n",
+       "190842  N713TW    1765    JFK  SFO     349.0      2586  11.0    18.0  \n",
+       "190880  N635VA     187    EWR  SFO     330.0      2565  11.0    56.0  \n",
+       "190890  N670DN    1747    LGA  ATL       NaN       762  12.0     9.0  \n",
+       "190905  N838VA      23    JFK  SFO     340.0      2586  12.0    43.0  \n",
+       "190942  N16987    4679    EWR  JAX     117.0       820  13.0    21.0  \n",
+       "190990  N274JB      32    JFK  ROC      47.0       264  14.0    20.0  \n",
+       "191035  N14953    3821    EWR  MKE     112.0       725  14.0    55.0  \n",
+       "191152  N705TW    1322    JFK  SFO     331.0      2586  16.0    43.0  \n",
+       "191159  N336AA     117    JFK  LAX     319.0      2475  16.0    54.0  \n",
+       "191182  N3ACAA    1467    LGA  MIA     149.0      1096  17.0     9.0  \n",
+       "191211  N14186    4663    EWR  RDU      72.0       416  17.0    37.0  \n",
+       "191232  N852VA      27    JFK  SFO     337.0      2586  17.0    57.0  \n",
+       "191237  N14543    4091    EWR  IND      98.0       645  18.0     3.0  \n",
+       "191262  N718TW      31    JFK  SFO     340.0      2586  18.0    25.0  \n",
+       "191263  N14174    4319    EWR  MSP     148.0      1008  18.0    25.0  \n",
+       "191272  N917DN    1982    LGA  MIA     167.0      1096  18.0    31.0  \n",
+       "191283  N73275    1064    EWR  BOS      41.0       200  18.0    45.0  \n",
+       "191285  N522VA     193    EWR  SFO     347.0      2565  18.0    49.0  \n",
+       "191294  N765SW     659    EWR  DEN     226.0      1605  18.0    57.0  \n",
+       "191301  N12921    4199    EWR  CVG     100.0       569  19.0     2.0  \n",
+       "191313  N320AA     177    JFK  SFO     339.0      2586  19.0    12.0  \n",
+       "191370  N3773D    1585    LGA  MCO     131.0       950  19.0    58.0  \n",
+       "191413   N3753    2159    JFK  MCO     132.0       944  21.0     1.0  \n",
+       "191415  N775JB     645    JFK  SFO     342.0      2586  21.0     1.0  \n",
+       "191437  N11140    4106    EWR  GSO      71.0       445  21.0    33.0  \n",
+       "191449  N519MQ    4662    LGA  ATL     112.0       762  22.0     1.0  \n",
+       "191451  N523MQ    3695    EWR  ORD      98.0       719  22.0    10.0  \n",
+       "191453  N15910    4676    EWR  CHS      97.0       628  22.0    32.0  \n",
+       "191454  N820AS    5714    JFK  IAD      44.0       228  22.0    36.0  \n",
+       "191462  N13553    4368    EWR  DAY      84.0       533  23.0     9.0  \n",
+       "191470  N238JB      22    JFK  SYR      38.0       209   0.0    23.0  \n",
+       "191574  N13110      32    JFK  LAX     326.0      2475   7.0     8.0  \n",
+       "191814  N8903A    3608    JFK  PHL      38.0        94  11.0     6.0  \n",
+       "191818  N560UA     443    JFK  LAX     319.0      2475  11.0     8.0  \n",
+       "191932  N616DL    1947    LGA  ATL     110.0       762  13.0    33.0  \n",
+       "191940  N13994    4140    EWR  ATL     117.0       746  13.0    44.0  \n",
+       "191942  N675AW      75    EWR  PHX     268.0      2133  13.0    46.0  \n",
+       "191963  N705TW     863    JFK  LAX     302.0      2475  14.0    21.0  \n",
+       "192035  N14562    4633    EWR  BTV      48.0       266  15.0    29.0  \n",
+       "192059  N15980    4157    EWR  CHS      98.0       628  15.0    51.0  \n",
+       "192072  N760EV    4975    EWR  MSP     142.0      1008  15.0    58.0  \n",
+       "192074  N15910    4668    EWR  SAV     136.0       708  16.0     0.0  \n",
+       "192078  N16178    4193    EWR  MSP     149.0      1008  16.0     3.0  \n",
+       "192119  N11548    4684    EWR  SDF     100.0       642  16.0    48.0  \n",
+       "192132  N11547    4326    EWR  CLT      81.0       529  16.0    55.0  \n",
+       "192152  N236WN    3952    EWR  DEN     208.0      1605  17.0    10.0  \n",
+       "192158  N325US    2175    LGA  MIA     163.0      1096  17.0    15.0  \n",
+       "192162  N14923    4352    EWR  CVG      90.0       569  17.0    20.0  \n",
+       "192174  N11539    4381    EWR  DTW      81.0       488  17.0    32.0  \n",
+       "192178  N24706    1639    EWR  RSW     166.0      1068  17.0    34.0  \n",
+       "192182  N14952    4411    EWR  MEM     139.0       946  17.0    37.0  \n",
+       "192183  N663AW     140    EWR  PHX     266.0      2133  17.0    38.0  \n",
+       "192193  N137EV    4997    EWR  DTW      73.0       488  17.0    51.0  \n",
+       "192202  N18557    4555    EWR  DAY      77.0       533  17.0    55.0  \n",
+       "192221  N412UA     563    EWR  LAS     279.0      2227  18.0     6.0  \n",
+       "192230  N75435    1284    EWR  ORD     105.0       719  18.0    16.0  \n",
+       "192243  N16561    4085    EWR  IND      94.0       645  18.0    26.0  \n",
+       "192244  N11140    4645    EWR  CHS      95.0       628  18.0    26.0  \n",
+       "192285  N658DL    1499    LGA  ATL     103.0       762  19.0     3.0  \n",
+       "192301  N12924    4382    EWR  DTW      78.0       488  19.0    13.0  \n",
+       "192303  N357NB     926    EWR  ATL      99.0       746  19.0    18.0  \n",
+       "192314  N14562    4638    EWR  CVG      88.0       569  19.0    27.0  \n",
+       "192326  N597JB     985    LGA  TPA     144.0      1010  19.0    38.0  \n",
+       "192332  N929DL    2370    LGA  PBI     157.0      1035  19.0    49.0  \n",
+       "192363  N924XJ    3369    JFK  BWI      47.0       184  20.0    19.0  \n",
+       "192383  N807JB     547    EWR  PBI     149.0      1023  20.0    38.0  \n",
+       "192392  N209FR     419    LGA  DEN     218.0      1620  20.0    50.0  \n",
+       "192400  N674DL     947    LGA  ATL     102.0       762  20.0    55.0  \n",
+       "192409  N14198    4204    EWR  OKC     175.0      1325  21.0     8.0  \n",
+       "192418  N11547    3267    EWR  PWM      45.0       284  21.0    30.0  \n",
+       "192428  N11155    4166    EWR  GSP      82.0       594  22.0     1.0  \n",
+       "192430  N302NB    1185    EWR  SLC     256.0      1969  22.0     8.0  \n",
+       "192431  N78448    1071    EWR  BQN     197.0      1585  22.0     8.0  \n",
+       "192432  N639JB     399    LGA  MCO     128.0       950  22.0    24.0  \n",
+       "192435  N17560    4421    EWR  BTV      44.0       266  22.0    37.0  \n",
+       "192443  N932DL    1147    LGA  ATL      97.0       762  23.0     2.0  \n",
+       "192444  N962DL    1435    LGA  TPA     139.0      1010  23.0    11.0  \n",
+       "192685  N14904    4243    EWR  BNA     105.0       748   8.0    59.0  \n",
+       "192753  N15980    4125    EWR  GSO      72.0       445  10.0    11.0  \n",
+       "192898  N12163    4162    EWR  JAX     110.0       820  13.0    23.0  \n",
+       "192928  N13913    4682    EWR  BNA     105.0       748  14.0     0.0  \n",
+       "192940  N7730A    1791    EWR  HOU     199.0      1411  14.0    21.0  \n",
+       "192943  N22971    4172    EWR  BDL      31.0       116  14.0    24.0  \n",
+       "192955  N11535    4096    EWR  RIC      50.0       277  14.0    42.0  \n",
+       "192963  N34111    4193    EWR  MSP     145.0      1008  14.0    48.0  \n",
+       "192968  N19141    1054    EWR  LAX     305.0      2454  14.0    49.0  \n",
+       "193026  N15980    4511    EWR  ROC      47.0       246  15.0    34.0  \n",
+       "193073  N344NW    1231    LGA  DTW      80.0       502  16.0    10.0  \n",
+       "193079  N371CA    5276    LGA  CHS      87.0       641  16.0    15.0  \n",
+       "193083  N57111    1600    EWR  LAX     300.0      2454  16.0    22.0  \n",
+       "193099  N620MQ    4172    JFK  CLE      68.0       425  16.0    29.0  \n",
+       "193113  N832AS    5745    LGA  IAD      45.0       229  16.0    45.0  \n",
+       "193138  N550UW      35    JFK  PHX     258.0      2153  17.0     4.0  \n",
+       "193186  N66057      15    EWR  HNL     590.0      4963  17.0    53.0  \n",
+       "193206  N3FRAA     257    JFK  LAS     287.0      2248  18.0     6.0  \n",
+       "193240  N15980    4702    EWR  GSO      63.0       445  18.0    39.0  \n",
+       "193332  N784JB      91    JFK  OAK     337.0      2576  20.0     1.0  \n",
+       "193342  N3HEAA    1611    LGA  MIA     145.0      1096  20.0    14.0  \n",
+       "193360  N833AS    5714    JFK  IAD      39.0       228  20.0    40.0  \n",
+       "193377  N332AA     181    JFK  LAX     300.0      2475  21.0    10.0  \n",
+       "193385  N14173    4312    EWR  DCA      37.0       199  21.0    18.0  \n",
+       "193389  N3DGAA    1709    LGA  MIA     145.0      1096  21.0    24.0  \n",
+       "193397  N828UA     330    EWR  PBI     133.0      1023  22.0     5.0  \n",
+       "193400  N12569    4119    EWR  RIC      47.0       277  22.0    27.0  \n",
+       "193411  N628VA     413    JFK  LAX     341.0      2475   0.0     9.0  \n",
+       "193809  N536UA     700    EWR  LAX     299.0      2454  12.0    14.0  \n",
+       "193911  N508JB      61    JFK  FLL     165.0      1069  14.0    25.0  \n",
+       "193921  N503JB     141    JFK  PBI     134.0      1028  14.0    38.0  \n",
+       "193925  N19966    4100    EWR  MEM     126.0       946  14.0    41.0  \n",
+       "193952  N651AW     186    EWR  PHX     265.0      2133  14.0    57.0  \n",
+       "193960  N564JB     143    JFK  RSW     160.0      1074  15.0     4.0  \n",
+       "193967  N544MQ    3765    EWR  ORD      98.0       719  15.0    10.0  \n",
+       "194083  N398DA       4    JFK  MCO     140.0       944  16.0    55.0  \n",
+       "194158  N576AA     773    LGA  DFW     179.0      1389  17.0    58.0  \n",
+       "194171  N852UA     398    EWR  SFO     321.0      2565  18.0    11.0  \n",
+       "194247  N748EV    5486    LGA  PIT      54.0       335  19.0    26.0  \n",
+       "194262  N268WN    3962    LGA  MDW      99.0       725  19.0    38.0  \n",
+       "194266  N3735D    1629    JFK  LAS     300.0      2248  19.0    41.0  \n",
+       "194285  N913XJ    3542    JFK  MSP     128.0      1029  19.0    57.0  \n",
+       "194305  N184DN      17    JFK  LAX     309.0      2475  20.0    23.0  \n",
+       "194327  N8932C    3899    JFK  CLE      63.0       425  20.0    54.0  \n",
+       "194336  N15980    4226    EWR  BNA      98.0       748  21.0     8.0  \n",
+       "194350  N751EV    5181    EWR  ATL      96.0       746  21.0    30.0  \n",
+       "194355  N580JB     381    LGA  FLL     140.0      1076  21.0    57.0  \n",
+       "194359  N15910    4247    EWR  DTW      73.0       488  22.0    12.0  \n",
+       "194362  N534UA     593    EWR  PDX     297.0      2434  22.0    20.0  \n",
+       "194365  N564JB     383    LGA  FLL     136.0      1076  22.0    38.0  \n",
+       "194370  N81449    1159    EWR  PBI     132.0      1023  23.0    12.0  \n",
+       "194375  N603JB     111    JFK  FLL     135.0      1069   0.0     3.0  \n",
+       "194376  N523JB      43    JFK  MCO     130.0       944   0.0    22.0  \n",
+       "194378  N641JB      29    JFK  TPA     129.0      1005   3.0    18.0  \n",
+       "194496  N136EV    5068    EWR  DTW      78.0       488   7.0    26.0  \n",
+       "194640  N526MQ    3737    EWR  ORD     103.0       719   9.0    30.0  \n",
+       "194654  N433UA     385    EWR  BOS      39.0       200   9.0    49.0  \n",
+       "194685  N338NB    2245    EWR  MSP     130.0      1008  10.0    13.0  \n",
+       "194838  N131EV    5386    EWR  MSP     128.0      1008  13.0    35.0  \n",
+       "194841  N11191    4376    EWR  RDU      65.0       416  13.0    43.0  \n",
+       "194864  N433UA     587    EWR  BOS      39.0       200  14.0     3.0  \n",
+       "194875  N11119    4120    EWR  CMH      69.0       463  14.0    10.0  \n",
+       "194954  N997AT     721    LGA  CAK      58.0       397  15.0    40.0  \n",
+       "194983  N612JB      63    JFK  TPA     148.0      1005  15.0    56.0  \n",
+       "195049  N8412F    4203    JFK  IND      94.0       665  16.0    52.0  \n",
+       "195114  N717EV    4975    EWR  MSP     137.0      1008  17.0    46.0  \n",
+       "195134  N11565    4299    EWR  DCA      42.0       199  18.0     2.0  \n",
+       "195143  N808UA     689    LGA  ORD     110.0       733  18.0    11.0  \n",
+       "195149  N531JB       9    JFK  MCO     126.0       944  18.0    19.0  \n",
+       "195193  N5FRAA     543    JFK  MIA     148.0      1089  19.0     0.0  \n",
+       "195195  N585JB     527    EWR  MCO     130.0       937  19.0     1.0  \n",
+       "195233  N3HXAA    1999    EWR  MIA     163.0      1085  19.0    44.0  \n",
+       "195235  N372NW    1715    LGA  MSY     156.0      1183  19.0    45.0  \n",
+       "195256  N717MQ    4484    LGA  BNA     106.0       764  20.0     2.0  \n",
+       "195273  N708JB     195    JFK  LAS     293.0      2248  20.0    20.0  \n",
+       "195295  N16961    4191    EWR  BNA     105.0       748  20.0    49.0  \n",
+       "195299  N917XJ    3416    JFK  RDU      70.0       427  20.0    52.0  \n",
+       "195317  N494UA     614    EWR  FLL     163.0      1065  21.0    11.0  \n",
+       "195318  N3HRAA    1611    LGA  MIA     154.0      1096  21.0    14.0  \n",
+       "195326  N564JB     509    EWR  FLL     154.0      1065  21.0    35.0  \n",
+       "195333  N705JB     381    LGA  FLL     143.0      1076  21.0    52.0  \n",
+       "195347  N13994    4400    EWR  DCA      34.0       199  23.0    15.0  \n",
+       "195348  N443UA     620    EWR  FLL     139.0      1065  23.0    19.0  \n",
+       "195349  N833UA     768    EWR  BOS      40.0       200  23.0    26.0  \n",
+       "195358  N16546    4247    EWR  DTW      79.0       488   0.0    32.0  \n",
+       "195359  N11548    3850    EWR  BTV      51.0       266   1.0    52.0  \n",
+       "195496  N13955    3853    EWR  PIT      57.0       319   7.0    50.0  \n",
+       "195596  N12201    4393    EWR  IND      90.0       645   9.0     6.0  \n",
+       "195619  N913XJ    3521    JFK  ORD     119.0       740   9.0    33.0  \n",
+       "195653  N452UA     544    LGA  ORD     114.0       733  10.0     9.0  \n",
+       "195674  N557AA     313    LGA  ORD     115.0       733  10.0    46.0  \n",
+       "195700  N567AA     319    LGA  ORD     114.0       733  11.0    16.0  \n",
+       "195711  N523MQ    3744    EWR  ORD     112.0       719  11.0    33.0  \n",
+       "195715  N833AS    5736    LGA  IAD      42.0       229  11.0    35.0  \n",
+       "195720  N31131    4140    EWR  ATL     112.0       746  11.0    43.0  \n",
+       "195723  N16954    4510    EWR  MKE     107.0       725  11.0    49.0  \n",
+       "195740  N4YMAA     321    LGA  ORD     110.0       733  12.0     1.0  \n",
+       "195746  N13750    1210    EWR  ORD     104.0       719  12.0     8.0  \n",
+       "195752  N18119    1696    EWR  LAX     300.0      2454  12.0    14.0  \n",
+       "195753  N76529    1267    LGA  ORD     110.0       733  12.0    14.0  \n",
+       "195765  N834AS    5711    JFK  IAD      42.0       228  12.0    43.0  \n",
+       "195796  N12900    4666    EWR  JAX     119.0       820  13.0    15.0  \n",
+       "195824  N4WLAA     327    LGA  ORD     118.0       733  13.0    52.0  \n",
+       "195844  N503MQ    3697    EWR  ORD     113.0       719  14.0    12.0  \n",
+       "195846  N466UA     619    LGA  ORD     112.0       733  14.0    13.0  \n",
+       "195883  N4XJAA     329    LGA  ORD     115.0       733  14.0    58.0  \n",
+       "195904  N611QX    5148    LGA  CVG      92.0       585  15.0    23.0  \n",
+       "195937  N846UA     522    LGA  ORD     117.0       733  15.0    52.0  \n",
+       "195951  N587JB     377    LGA  FLL     148.0      1076  16.0     0.0  \n",
+       "195956  N13138    1607    EWR  ORD     115.0       719  16.0     4.0  \n",
+       "195958  N538UA     595    EWR  LAS     288.0      2227  16.0     6.0  \n",
+       "195959  N904DL    1819    LGA  MSP     135.0      1020  16.0     7.0  \n",
+       "195970  N535MQ    3765    EWR  ORD     113.0       719  16.0    18.0  \n",
+       "195973  N73256    1608    EWR  ORD     113.0       719  16.0    22.0  \n",
+       "195975  N16918    4596    EWR  STL     120.0       872  16.0    25.0  \n",
+       "195987  N757UW    2179    LGA  DCA      40.0       214  16.0    34.0  \n",
+       "195989  N752US    1899    LGA  CLT      85.0       544  16.0    36.0  \n",
+       "196004  N8659B    4203    JFK  IND      94.0       665  16.0    51.0  \n",
+       "196018  N594AA     331    LGA  ORD     114.0       733  16.0    58.0  \n",
+       "196024  N550AA     341    LGA  ORD     115.0       733  17.0     1.0  \n",
+       "196030  N427UA     665    LGA  ORD     113.0       733  17.0     5.0  \n",
+       "196045  N522LR    3791    LGA  IAD      42.0       229  17.0    21.0  \n",
+       "196050  N463UA     597    EWR  ORD     113.0       719  17.0    24.0  \n",
+       "196075  N713MQ    4540    LGA  DTW      75.0       502  17.0    44.0  \n",
+       "196076  N712EV    5486    LGA  PIT      54.0       335  17.0    45.0  \n",
+       "196080  N932XJ    3315    JFK  MSP     138.0      1029  17.0    48.0  \n",
+       "196083  N520MQ    4657    LGA  ATL     117.0       762  17.0    51.0  \n",
+       "196085  N17115    4364    EWR  ROC      40.0       246  17.0    54.0  \n",
+       "196097  N12172    4517    EWR  MSP     141.0      1008  18.0     7.0  \n",
+       "196100  N508AY      35    JFK  PHX     262.0      2153  18.0    10.0  \n",
+       "196105  N16701    1189    EWR  ORD     114.0       719  18.0    15.0  \n",
+       "196146  N31131    4558    EWR  CHS      84.0       628  18.0    58.0  \n",
+       "196160  N12567    4663    EWR  BNA     103.0       748  19.0     8.0  \n",
+       "196164  N508UA     512    JFK  SFO     322.0      2586  19.0    11.0  \n",
+       "196171  N826UA     689    LGA  ORD     117.0       733  19.0    22.0  \n",
+       "196172  N424AA     343    LGA  ORD     118.0       733  19.0    23.0  \n",
+       "196173  N3AEMQ    3695    EWR  ORD     114.0       719  19.0    23.0  \n",
+       "196174  N926XJ    3285    JFK  DTW      80.0       509  19.0    25.0  \n",
+       "196185  N437UA     734    EWR  ORD     125.0       719  19.0    30.0  \n",
+       "196192  N809UA     691    LGA  ORD     134.0       733  19.0    35.0  \n",
+       "196200  N11189    4348    EWR  MCI     142.0      1092  19.0    43.0  \n",
+       "196201  N840MQ    4410    JFK  DCA      51.0       213  19.0    43.0  \n",
+       "196222  N27722    1152    EWR  PDX     295.0      2434  20.0     1.0  \n",
+       "196227  N935DL    2131    LGA  DTW      73.0       502  20.0     8.0  \n",
+       "196239  N228JB     915    JFK  ORD     116.0       740  20.0    25.0  \n",
+       "196240  N733UW    2187    LGA  DCA      45.0       214  20.0    25.0  \n",
+       "196245  N931XJ    3525    JFK  ORD     112.0       740  20.0    29.0  \n",
+       "196254  N3FPAA    1351    JFK  ORD     114.0       740  20.0    41.0  \n",
+       "196266  N511UA     588    EWR  BOS      40.0       200  20.0    58.0  \n",
+       "196269  N606JB     111    JFK  FLL     144.0      1069  21.0     0.0  \n",
+       "196272  N540AA     353    LGA  ORD     106.0       733  21.0     3.0  \n",
+       "196291  N33286    1112    LGA  ORD       NaN       733  21.0    31.0  \n",
+       "196296  N939DL    1854    LGA  FLL     143.0      1076  22.0     7.0  \n",
+       "196297  N16918    4370    EWR  CHS      92.0       628  22.0    20.0  \n",
+       "196299  N750EV    5057    LGA  RIC      45.0       292  22.0    25.0  \n",
+       "196300  N18101    4419    EWR  MCI     141.0      1092  22.0    30.0  \n",
+       "196301  N918XJ    3403    JFK  MCI     140.0      1113  22.0    36.0  \n",
+       "196303  N14143    4672    EWR  STL     118.0       872  22.0    39.0  \n",
+       "196307  N4WPAA     361    LGA  ORD     105.0       733  22.0    48.0  \n",
+       "196308  N436AA     371    LGA  ORD     104.0       733  22.0    51.0  \n",
+       "196309  N35271    1107    EWR  ORD     104.0       719  22.0    52.0  \n",
+       "196311  N922XJ    3367    JFK  CVG      85.0       589  23.0     3.0  \n",
+       "196312  N13949    4400    EWR  DCA      34.0       199  23.0    14.0  \n",
+       "196314  N266JB     917    JFK  ORD     115.0       740  23.0    24.0  \n",
+       "196315  N831UA     695    LGA  ORD     103.0       733  23.0    24.0  \n",
+       "196316  N724EV    5215    LGA  SYR      33.0       198  23.0    34.0  \n",
+       "196317  N423UA     424    EWR  BOS      42.0       200  23.0    38.0  \n",
+       "196318  N14558    3834    EWR  SDF      99.0       642  23.0    50.0  \n",
+       "196717  N513MQ    3792    JFK  DCA      50.0       213  13.0    48.0  \n",
+       "196740  N16703    1625    EWR  DEN     200.0      1605  14.0    21.0  \n",
+       "196861  N699MQ    4333    JFK  PIT      60.0       340  16.0    45.0  \n",
+       "196869  N832AS    5712    JFK  IAD      39.0       228  16.0    53.0  \n",
+       "196882  N370NW    1373    JFK  MIA     148.0      1089  17.0    14.0  \n",
+       "196889  N628MQ    4172    JFK  CLE      66.0       425  17.0    20.0  \n",
+       "196901  N925DL      95    JFK  DTW      80.0       509  17.0    30.0  \n",
+       "196903  N918XJ    3400    JFK  MKE     102.0       745  17.0    32.0  \n",
+       "196907  N360NW     141    JFK  FLL     150.0      1069  17.0    34.0  \n",
+       "196914  N920XJ    3523    JFK  ORD     109.0       740  17.0    45.0  \n",
+       "196918  N520JB      15    JFK  FLL     142.0      1069  17.0    49.0  \n",
+       "196923  N3CPAA     565    JFK  DFW     178.0      1391  17.0    54.0  \n",
+       "196927  N203JB      44    JFK  BTV      45.0       266  18.0     0.0  \n",
+       "196933  N627MQ    4146    JFK  CMH      71.0       483  18.0     9.0  \n",
+       "196936  N206JB     618    JFK  PWM      54.0       273  18.0    18.0  \n",
+       "196937  N600LR    3410    JFK  BOS      34.0       187  18.0    19.0  \n",
+       "196938  N513MQ    3823    JFK  DCA      51.0       213  18.0    21.0  \n",
+       "196945  N183JB    1012    JFK  BOS      39.0       187  18.0    28.0  \n",
+       "196947  N304JB    1085    JFK  CLT      80.0       541  18.0    30.0  \n",
+       "196949  N351JB      24    JFK  SYR      41.0       209  18.0    30.0  \n",
+       "196958  N57852    1564    EWR  LAX     303.0      2454  18.0    48.0  \n",
+       "196962  N316JB    1111    JFK  RDU      72.0       427  18.0    53.0  \n",
+       "196967  N3GUAA     257    JFK  LAS     287.0      2248  18.0    57.0  \n",
+       "196969  N850MQ    4410    JFK  DCA      48.0       213  18.0    59.0  \n",
+       "196970  N191DN      17    JFK  LAX     309.0      2475  19.0     1.0  \n",
+       "196976  N903XJ    3334    JFK  PIT      60.0       340  19.0    12.0  \n",
+       "196977  N619MQ    4323    JFK  ORF      53.0       290  19.0    12.0  \n",
+       "196979  N919XJ    3459    JFK  BNA      97.0       765  19.0    14.0  \n",
+       "196984  N658MQ    3985    JFK  CVG      84.0       589  19.0    15.0  \n",
+       "196986  N560UA     535    JFK  LAX     284.0      2475  19.0    19.0  \n",
+       "196995  N313US    1433    JFK  MIA     148.0      1089  19.0    33.0  \n",
+       "197004  N3HXAA     269    JFK  SEA     302.0      2422  19.0    40.0  \n",
+       "197008  N961DL    2391    JFK  TPA     134.0      1005  19.0    50.0  \n",
+       "197016  N712JB      35    JFK  PBI     134.0      1028  20.0     8.0  \n",
+       "197018  N805AY    3590    JFK  PIT      64.0       340  20.0    13.0  \n",
+       "197021  N366NW    2457    JFK  MSY     161.0      1182  20.0    15.0  \n",
+       "197022  N580JB     111    JFK  FLL     140.0      1069  20.0    16.0  \n",
+       "197028  N933XJ    3403    JFK  MCI     142.0      1113  20.0    21.0  \n",
+       "197030  N595JB      87    JFK  SLC     257.0      1990  20.0    23.0  \n",
+       "197034  N813AY    4019    JFK  RIC      51.0       288  20.0    32.0  \n",
+       "197038  N687MQ    4255    JFK  BNA     108.0       765  20.0    38.0  \n",
+       "197042  N820AY    3899    JFK  CLE      66.0       425  20.0    57.0  \n",
+       "197045  N832AS    5714    JFK  IAD      39.0       228  21.0     8.0  \n",
+       "197048  N819AY    4261    JFK  RDU      68.0       427  21.0    12.0  \n",
+       "197050  N630VA     415    JFK  LAX     307.0      2475  21.0    18.0  \n",
+       "197052  N643JB     155    JFK  MCO     129.0       944  21.0    24.0  \n",
+       "197055  N906XJ    3525    JFK  ORD     104.0       740  21.0    27.0  \n",
+       "197056  N913XJ    3413    JFK  BWI      34.0       184  21.0    29.0  \n",
+       "197058  N203JB    1016    JFK  BOS      42.0       187  21.0    40.0  \n",
+       "197060  N3EEAA    1762    JFK  BOS      38.0       187  22.0     1.0  \n",
+       "197061  N600LR    3395    JFK  DCA      36.0       213  22.0     7.0  \n",
+       "197062  N936XJ    3450    JFK  JAX     114.0       828  22.0    10.0  \n",
+       "197063  N192JB     917    JFK  ORD     109.0       740  22.0    10.0  \n",
+       "197064  N840MQ    4423    JFK  RDU      71.0       427  22.0    13.0  \n",
+       "197066  N513MQ    3783    JFK  CMH      66.0       483  22.0    52.0  \n",
+       "197318  N351JB    1010    JFK  BOS      35.0       187  10.0     4.0  \n",
+       "197370  N13248    1424    EWR  ORD     109.0       719  11.0    24.0  \n",
+       "197377  N576UA     220    EWR  SFO     319.0      2565  11.0    38.0  \n",
+       "197383  N930XJ    3465    JFK  BOS      35.0       187  11.0    47.0  \n",
+       "197429  N279JB    1004    JFK  BOS      37.0       187  12.0    48.0  \n",
+       "197449  N525VA     187    EWR  SFO     325.0      2565  13.0     0.0  \n",
+       "197455  N640VA      23    JFK  SFO     347.0      2586  13.0     6.0  \n",
+       "197457  N16951    4679    EWR  JAX     117.0       820  13.0     7.0  \n",
+       "197466  N907XJ    3381    JFK  BOS      35.0       187  13.0    21.0  \n",
+       "197503  N304JB    1008    JFK  BOS      35.0       187  14.0     2.0  \n",
+       "197573  N16559    3851    EWR  ROC      39.0       246  15.0     7.0  \n",
+       "197582  N342NW    1689    EWR  DTW      76.0       488  15.0    19.0  \n",
+       "197647  N933XJ    3404    JFK  BOS      35.0       187  16.0    16.0  \n",
+       "197664  N345AA      85    JFK  SFO     329.0      2586  16.0    32.0  \n",
+       "197709  N1201P     127    JFK  LAX     334.0      2475  17.0    14.0  \n",
+       "197730  N21130    4580    EWR  MKE     103.0       725  17.0    31.0  \n",
+       "197787  N842VA      27    JFK  SFO     326.0      2586  18.0    25.0  \n",
+       "197805  N641JB     647    JFK  SFO     334.0      2586  18.0    42.0  \n",
+       "197817  N522VA     193    EWR  SFO     334.0      2565  18.0    53.0  \n",
+       "197848  N403UA     573    EWR  SNA     286.0      2434  19.0    25.0  \n",
+       "197868  N404UA     296    EWR  DEN     196.0      1605  19.0    38.0  \n",
+       "197903  N37462    1635    EWR  PHX     268.0      2133  20.0    20.0  \n",
+       "197914  N8928A    4059    LGA  DAY      73.0       549  20.0    29.0  \n",
+       "197916  N602LR    3403    JFK  MCI     144.0      1113  20.0    32.0  \n",
+       "197920  N639VA      29    JFK  SFO     332.0      2586  20.0    37.0  \n",
+       "197942  N3733Z    2370    LGA  PBI     142.0      1035  20.0    58.0  \n",
+       "197948  N11107    4333    EWR  TUL     148.0      1215  21.0     7.0  \n",
+       "197949  N11192    4370    EWR  CHS      94.0       628  21.0     9.0  \n",
+       "197977  N436UA     516    EWR  FLL     146.0      1065  22.0    21.0  \n",
+       "197980  N21130    4204    EWR  OKC     166.0      1325  22.0    43.0  \n",
+       "197986  N14905    4695    EWR  MHT      39.0       209  22.0    58.0  \n",
+       "197987  N38459    1159    EWR  PBI     146.0      1023  23.0    10.0  \n",
+       "197988  N317JB     608    JFK  PWM      45.0       273  23.0    48.0  \n",
+       "198204  N13914    4704    EWR  GSP      86.0       594   8.0    48.0  \n",
+       "198281  N3AXAA     717    LGA  DFW     181.0      1389  10.0     4.0  \n",
+       "198289  N309JB     600    JFK  PWM      53.0       273  10.0    10.0  \n",
+       "198290  N447UA     385    EWR  BOS      34.0       200  10.0    10.0  \n",
+       "198300  N970DL    1109    LGA  TPA     148.0      1010  10.0    22.0  \n",
+       "198310  N3JEAA    2279    LGA  MIA     154.0      1096  10.0    29.0  \n",
+       "198316  N842VA     183    EWR  SFO     312.0      2565  10.0    36.0  \n",
+       "198319  N629JB     717    JFK  SJU     195.0      1598  10.0    44.0  \n",
+       "198332  N835VA     251    JFK  LAS     279.0      2248  11.0     0.0  \n",
+       "198351  N633VA     407    JFK  LAX     320.0      2475  11.0    28.0  \n",
+       "198386  N809JB     711    JFK  LAS     291.0      2248  12.0     7.0  \n",
+       "198392  N193JB       4    JFK  BUF      50.0       301  12.0    15.0  \n",
+       "198459  N279JB      66    JFK  BUF      50.0       301  13.0    42.0  \n",
+       "198462  N309JB     658    JFK  SYR      47.0       209  13.0    49.0  \n",
+       "198464  N408UA     368    EWR  MSY     150.0      1167  13.0    52.0  \n",
+       "198501  N441UA     414    EWR  TPA     138.0       997  14.0    33.0  \n",
+       "198508  N447UA     587    EWR  BOS      43.0       200  14.0    40.0  \n",
+       "198536  N358NW    1331    LGA  MIA     157.0      1096  15.0     2.0  \n",
+       "198546  N12552    4281    EWR  BTV      48.0       266  15.0    18.0  \n",
+       "198561  N835AS    5699    LGA  IAD      48.0       229  15.0    31.0  \n",
+       "198581  N354JB     615    JFK  JAX     122.0       828  15.0    47.0  \n",
+       "198605  N26545    3841    EWR  MHT      41.0       209  16.0     0.0  \n",
+       "198610  N22909    4377    EWR  JAX     119.0       820  16.0     2.0  \n",
+       "198629  N539UW    1445    LGA  CLT      78.0       544  16.0    21.0  \n",
+       "198632  N526JB     377    LGA  FLL     155.0      1076  16.0    23.0  \n",
+       "198683  N917DL    1982    LGA  MIA     148.0      1096  17.0    16.0  \n",
+       "198718  N626MQ    3823    JFK  DCA      50.0       213  17.0    40.0  \n",
+       "198721  N13978    4299    EWR  DCA      43.0       199  17.0    47.0  \n",
+       "198725  N13914    4411    EWR  MEM     129.0       946  17.0    50.0  \n",
+       "198746  N8623A    3881    EWR  CVG      82.0       569  18.0    14.0  \n",
+       "198756  N12967    4658    EWR  CHS      92.0       628  18.0    22.0  \n",
+       "198770  N77261    1703    EWR  BOS      39.0       200  18.0    29.0  \n",
+       "198782  N595JB     985    LGA  TPA     148.0      1010  18.0    38.0  \n",
+       "198797  N503JB     703    JFK  SJU     203.0      1598  18.0    54.0  \n",
+       "198820  N518MQ    4601    LGA  RDU      68.0       431  19.0    15.0  \n",
+       "198829  N26545    3840    EWR  DCA      41.0       199  19.0    24.0  \n",
+       "198849  N629JB      35    JFK  PBI     145.0      1028  19.0    40.0  \n",
+       "198875  N649JB     111    JFK  FLL     149.0      1069  20.0    10.0  \n",
+       "198894  N339AA     177    JFK  SFO     317.0      2586  20.0    34.0  \n",
+       "198917  N836AY    3899    JFK  CLE      66.0       425  20.0    58.0  \n",
+       "198918  N626MQ    4323    JFK  ORF      50.0       290  20.0    58.0  \n",
+       "198923  N335AA      21    JFK  LAX     303.0      2475  21.0     7.0  \n",
+       "198937  N13978    4536    EWR  CVG      83.0       569  21.0    30.0  \n",
+       "198938  N3739P    1729    JFK  LAS     284.0      2248  21.0    32.0  \n",
+       "198956  N907DE    1854    LGA  FLL     155.0      1076  22.0    15.0  \n",
+       "198958  N26545    3807    EWR  PVD      31.0       160  22.0    27.0  \n",
+       "198959  N469UA     497    EWR  MIA     151.0      1085  22.0    33.0  \n",
+       "198966  N13553    3834    EWR  SDF     101.0       642  23.0     2.0  \n",
+       "199215  N27962    3822    EWR  BDL      23.0       116   9.0     2.0  \n",
+       "199291  N558AA    1097    LGA  DFW     180.0      1389  10.0    32.0  \n",
+       "199325  N737US    1427    JFK  CLT      79.0       541  11.0    23.0  \n",
+       "199392  N13202    4625    EWR  RDU      65.0       416  12.0    50.0  \n",
+       "199427  N14203    4316    EWR  CMH      70.0       463  13.0    27.0  \n",
+       "199469  N16170    4681    EWR  IAD      43.0       212  14.0    18.0  \n",
+       "199535  N806JB     525    EWR  MCO     133.0       937  15.0    20.0  \n",
+       "199573  N738EV    4975    EWR  MSP     131.0      1008  15.0    51.0  \n",
+       "199619  N723MQ    4447    LGA  RDU      65.0       431  16.0    34.0  \n",
+       "199651  N520UA     588    EWR  BOS      39.0       200  16.0    59.0  \n",
+       "199664  N725MQ    4429    LGA  CMH      71.0       479  17.0    13.0  \n",
+       "199666  N14974    4666    EWR  JAX     119.0       820  17.0    15.0  \n",
+       "199720  N929DL    1819    LGA  MSP     129.0      1020  18.0     0.0  \n",
+       "199794  N6EAMQ    4415    LGA  RDU      66.0       431  19.0     9.0  \n",
+       "199830  N8758D    4059    LGA  DAY      74.0       549  19.0    47.0  \n",
+       "199836  N735MQ    4413    LGA  XNA       NaN      1147  19.0    50.0  \n",
+       "199840   N3767    1394    JFK  PDX     285.0      2454  19.0    54.0  \n",
+       "199871  N723MQ    4540    LGA  DTW      81.0       502  20.0    38.0  \n",
+       "199873  N558AA    2075    EWR  DFW     164.0      1372  20.0    40.0  \n",
+       "199880  N532MQ    4601    LGA  RDU      62.0       431  20.0    51.0  \n",
+       "199899  N725MQ    4569    LGA  RDU      71.0       431  21.0    17.0  \n",
+       "199908  N600WN     490    EWR  MDW      93.0       711  21.0    47.0  \n",
+       "199914  N702TW    2363    JFK  LAX     303.0      2475  22.0    19.0  \n",
+       "199922  N758EV    5181    EWR  ATL      98.0       746  22.0    51.0  \n",
+       "199928  N17115    4419    EWR  MCI     151.0      1092   0.0     2.0  \n",
+       "199929  N328JB     128    JFK  BTV      47.0       266   0.0     5.0  \n",
+       "199931  N183JB      30    JFK  ROC      46.0       264   0.0    12.0  \n",
+       "199932  N518UA     771    JFK  LAX     308.0      2475   0.0    12.0  \n",
+       "199933  N12195    4276    EWR  BDL      21.0       116   0.0    16.0  \n",
+       "199934  N821JB    1018    JFK  BOS      35.0       187   0.0    20.0  \n",
+       "199935  N606JB     399    LGA  MCO     125.0       950   0.0    28.0  \n",
+       "199936  N328AA     185    JFK  LAX     314.0      2475   0.0    34.0  \n",
+       "199937  N279JB     112    JFK  BUF      54.0       301   0.0    44.0  \n",
+       "199938  N292JB    1109    JFK  RDU      62.0       427   0.0    54.0  \n",
+       "199939  N317JB      22    JFK  SYR      40.0       209   1.0     5.0  \n",
+       "199940  N203JB      10    JFK  BUF      49.0       301   1.0     9.0  \n",
+       "200159  N48901    3843    EWR  BTV      43.0       266   9.0     6.0  \n",
+       "200161  N76288    1627    EWR  PBI     159.0      1023   9.0     9.0  \n",
+       "200170  N14998    3848    EWR  ORF      61.0       284   9.0    18.0  \n",
+       "200189  N516MQ    4655    LGA  BNA     103.0       764   9.0    32.0  \n",
+       "200199  N8EGMQ    4521    LGA  RDU      66.0       431   9.0    46.0  \n",
+       "200201  N570UA     226    EWR  LAX     293.0      2454   9.0    48.0  \n",
+       "200224  N369NB     485    EWR  ATL      98.0       746  10.0    15.0  \n",
+       "200259  N641DL    1847    LGA  ATL     101.0       762  11.0     2.0  \n",
+       "200265  N923XJ    3300    JFK  DCA      53.0       213  11.0    22.0  \n",
+       "200266  N13988    4297    EWR  DTW      74.0       488  11.0    23.0  \n",
+       "200270  N3BMAA    1871    LGA  MIA     151.0      1096  11.0    28.0  \n",
+       "200308  N731SA     137    LGA  MDW     105.0       725  12.0    27.0  \n",
+       "200310  N14905    4219    EWR  SYR      37.0       195  12.0    35.0  \n",
+       "200313  N407UA     448    LGA  DEN     203.0      1620  12.0    39.0  \n",
+       "200324  N721MQ    4553    LGA  CLE      74.0       419  13.0     2.0  \n",
+       "200328  N13968    3830    EWR  PVD      39.0       160  13.0    11.0  \n",
+       "200330  N504MQ    3737    EWR  ORD      95.0       719  13.0    13.0  \n",
+       "200335  N930XJ    3341    EWR  DTW      71.0       488  13.0    18.0  \n",
+       "200337  N777NC    2179    EWR  DTW      71.0       488  13.0    23.0  \n",
+       "200347  N16170    3846    EWR  CLT      77.0       529  13.0    37.0  \n",
+       "200351  N603DL    1647    LGA  ATL     107.0       762  13.0    40.0  \n",
+       "200353  N203JB      66    JFK  BUF      50.0       301  13.0    44.0  \n",
+       "200356  N317JB     658    JFK  SYR      48.0       209  13.0    46.0  \n",
+       "200358  N710EV    4990    LGA  MCI     142.0      1107  13.0    47.0  \n",
+       "200367  N975DL    1903    LGA  SRQ     147.0      1047  14.0     3.0  \n",
+       "200372  N13133    4567    EWR  MCI     149.0      1092  14.0     9.0  \n",
+       "200377  N506JB    1471    LGA  FLL     165.0      1076  14.0    16.0  \n",
+       "200378  N713MQ    4426    LGA  CMH      70.0       479  14.0    17.0  \n",
+       "200379  N466UA     330    LGA  IAH     179.0      1416  14.0    17.0  \n",
+       "200385  N333NW    1031    LGA  DTW      80.0       502  14.0    30.0  \n",
+       "200393  N3BEAA     739    LGA  DFW     176.0      1389  14.0    38.0  \n",
+       "200394  N3DVAA     977    EWR  MIA     156.0      1085  14.0    40.0  \n",
+       "200397  N633DL    1947    LGA  ATL     113.0       762  14.0    42.0  \n",
+       "200402  N536UW    1625    LGA  CLT      76.0       544  14.0    48.0  \n",
+       "200403  N965DL    2044    LGA  MIA     161.0      1096  14.0    49.0  \n",
+       "200405  N925DL    1875    LGA  TPA     140.0      1010  14.0    50.0  \n",
+       "200406  N738MQ    4491    LGA  CLE      66.0       419  14.0    50.0  \n",
+       "200407  N16178    4316    EWR  CMH      69.0       463  14.0    51.0  \n",
+       "200418  N717EV    5596    LGA  MEM     129.0       963  15.0     4.0  \n",
+       "200425  N516JB     141    JFK  PBI     144.0      1028  15.0    10.0  \n",
+       "200426  N18557    4687    EWR  CVG      92.0       569  15.0    11.0  \n",
+       "200432  N754UW    2171    LGA  DCA       NaN       214  15.0    22.0  \n",
+       "200440  N516MQ    4588    LGA  MSP     133.0      1020  15.0    29.0  \n",
+       "200441  N13118    4281    EWR  BTV      41.0       266  15.0    30.0  \n",
+       "200446  N87531    1534    EWR  MIA     161.0      1085  15.0    41.0  \n",
+       "200447  N833UA     995    EWR  ORD      98.0       719  15.0    43.0  \n",
+       "200451  N14998    4100    EWR  MEM     131.0       946  15.0    47.0  \n",
+       "200452  N466WN    2226    LGA  MDW     102.0       725  15.0    48.0  \n",
+       "200453  N165US    1895    EWR  CLT      98.0       529  15.0    49.0  \n",
+       "200458  N14916    4115    EWR  SAV     104.0       708  15.0    56.0  \n",
+       "200464  N339JB     629    JFK  HOU     189.0      1428  16.0     1.0  \n",
+       "200470  N314NB    1131    LGA  DTW      68.0       502  16.0     5.0  \n",
+       "200471  N332NW    1331    LGA  MIA     148.0      1096  16.0     6.0  \n",
+       "200474  N5FJAA    1813    JFK  MCO     136.0       944  16.0     7.0  \n",
+       "200479  N692DL    2247    LGA  ATL     104.0       762  16.0     9.0  \n",
+       "200480  N751UW    2175    LGA  DCA      58.0       214  16.0     9.0  \n",
+       "200481  N920DL    1819    LGA  MSP     131.0      1020  16.0    10.0  \n",
+       "200485  N586JB    1601    LGA  RSW     148.0      1080  16.0    14.0  \n",
+       "200491  N329NB    1231    LGA  DTW      69.0       502  16.0    17.0  \n",
+       "200493  N261AT     348    LGA  ATL      86.0       762  16.0    19.0  \n",
+       "200497  N916DL    1685    LGA  MCO     139.0       950  16.0    20.0  \n",
+       "200499  N314US    1902    LGA  PBI     141.0      1035  16.0    23.0  \n",
+       "200503  N16541    4141    EWR  MKE      96.0       725  16.0    26.0  \n",
+       "200505  N292JB      36    JFK  ROC      44.0       264  16.0    28.0  \n",
+       "200506  N967AT     366    LGA  ATL     104.0       762  16.0    29.0  \n",
+       "200510  N27962    4377    EWR  JAX     126.0       820  16.0    36.0  \n",
+       "200511  N829AS    5736    LGA  IAD      42.0       229  16.0    36.0  \n",
+       "200513  N13965    4171    EWR  MSN     105.0       799  16.0    38.0  \n",
+       "200518  N17115    4181    EWR  MCI     149.0      1092  16.0    44.0  \n",
+       "200520  N13124    4572    EWR  GSP      90.0       594  16.0    45.0  \n",
+       "200521  N76528    1618    EWR  TPA     143.0       997  16.0    45.0  \n",
+       "200523  N932DL    2181    LGA  MCO     131.0       950  16.0    46.0  \n",
+       "200527  N76265    1200    EWR  SAN     279.0      2425  16.0    53.0  \n",
+       "200529  N368NB    1705    LGA  MSY     151.0      1183  16.0    54.0  \n",
+       "200536  N12564    4085    EWR  RDU      71.0       416  17.0     0.0  \n",
+       "200537  N9EAMQ    3695    EWR  ORD     109.0       719  17.0     0.0  \n",
+       "200539  N553UA     296    LGA  DEN     212.0      1620  17.0     0.0  \n",
+       "200541  N914DL    1373    JFK  MIA     151.0      1089  17.0     3.0  \n",
+       "200542  N11547    4555    EWR  SDF     100.0       642  17.0     4.0  \n",
+       "200550  N691MQ    4146    JFK  CMH      74.0       483  17.0    21.0  \n",
+       "200552  N12195    4667    EWR  MSP     141.0      1008  17.0    23.0  \n",
+       "200554  N917XJ    3325    JFK  DFW     185.0      1391  17.0    25.0  \n",
+       "200558  N27152    4133    EWR  PVD      39.0       160  17.0    26.0  \n",
+       "200565  N600QX    5486    LGA  PIT      50.0       335  17.0    32.0  \n",
+       "200567  N7BKAA     565    JFK  DFW     174.0      1391  17.0    33.0  \n",
+       "200569  N37290    1290    LGA  CLE      63.0       419  17.0    35.0  \n",
+       "200575  N768US    2181    LGA  DCA      66.0       214  17.0    44.0  \n",
+       "200576  N12201    4328    EWR  MSY     156.0      1167  17.0    45.0  \n",
+       "200580  N13968    3829    EWR  IAD      43.0       212  17.0    49.0  \n",
+       "200581  N834AS    5712    JFK  IAD      63.0       228  17.0    52.0  \n",
+       "200586  N682MQ    4172    JFK  CLE      68.0       425  17.0    59.0  \n",
+       "200588  N927XJ    3315    JFK  MSP     132.0      1029  18.0     1.0  \n",
+       "200591  N809UA     810    EWR  MIA     146.0      1085  18.0     5.0  \n",
+       "200594  N48901    4093    EWR  CVG      90.0       569  18.0    13.0  \n",
+       "200600  N602LR    3393    JFK  DCA      54.0       213  18.0    18.0  \n",
+       "200605  N361NB    1863    JFK  SAT     223.0      1587  18.0    21.0  \n",
+       "200606  N352NW    1935    LGA  TPA     142.0      1010  18.0    22.0  \n",
+       "200607  N37293    1269    EWR  PBI     143.0      1023  18.0    22.0  \n",
+       "200609  N920XJ    3400    JFK  MKE     116.0       745  18.0    26.0  \n",
+       "200613  N838MQ    4415    LGA  RDU      68.0       431  18.0    27.0  \n",
+       "200615  N467AA    2019    LGA  STL     121.0       888  18.0    28.0  \n",
+       "200616  N13992    4129    EWR  DCA       NaN       199  18.0    29.0  \n",
+       "200623  N301DQ    2042    EWR  ATL     118.0       746  18.0    33.0  \n",
+       "200624  N907XJ    3383    JFK  CVG      85.0       589  18.0    34.0  \n",
+       "200627  N13949    4682    EWR  CVG      90.0       569  18.0    35.0  \n",
+       "200630  N3JMAA     257    JFK  LAS     288.0      2248  18.0    37.0  \n",
+       "200634  N982DL    1982    LGA  MIA     154.0      1096  18.0    41.0  \n",
+       "200636  N906XJ    3412    JFK  RDU      71.0       427  18.0    44.0  \n",
+       "200638   N3767     503    JFK  SAN     330.0      2446  18.0    44.0  \n",
+       "200639  N203JB     618    JFK  PWM      48.0       273  18.0    45.0  \n",
+       "200640  N304JB    1012    JFK  BOS      42.0       187  18.0    45.0  \n",
+       "200641  N14905    4230    EWR  GSO      84.0       445  18.0    47.0  \n",
+       "200642  N13979    3828    EWR  DTW      72.0       488  18.0    49.0  \n",
+       "200644  N14105    4517    EWR  MSP     135.0      1008  18.0    51.0  \n",
+       "200650  N342NW    2383    LGA  PWM      43.0       269  18.0    59.0  \n",
+       "200651  N187DN      17    JFK  LAX     305.0      2475  19.0     1.0  \n",
+       "200654  N713MQ    4413    LGA  XNA       NaN      1147  19.0     4.0  \n",
+       "200655  N76504    1251    LGA  IAH     215.0      1416  19.0     4.0  \n",
+       "200656  N603JB     985    LGA  TPA     144.0      1010  19.0     7.0  \n",
+       "200658  N535JB     527    EWR  MCO     135.0       937  19.0     8.0  \n",
+       "200659  N669AW      35    JFK  PHX     289.0      2153  19.0     8.0  \n",
+       "200664  N328JB      24    JFK  SYR      49.0       209  19.0    16.0  \n",
+       "200667  N531JB    1111    JFK  RDU      71.0       427  19.0    22.0  \n",
+       "200670  N338NB    1473    LGA  MEM     144.0       963  19.0    24.0  \n",
+       "200678  N301NB     926    EWR  ATL     121.0       746  19.0    35.0  \n",
+       "200679  N13118    4658    EWR  CHS      95.0       628  19.0    37.0  \n",
+       "200682  N317JB      38    JFK  ROC      57.0       264  19.0    41.0  \n",
+       "200684  N11565    3824    EWR  BNA     129.0       748  19.0    43.0  \n",
+       "200685  N828UA     689    LGA  ORD     114.0       733  19.0    43.0  \n",
+       "200687  N524JB     391    LGA  MCO     134.0       950  19.0    44.0  \n",
+       "200689  N333NW    1715    LGA  MSY     165.0      1183  19.0    45.0  \n",
+       "200692  N529AS       7    EWR  SEA     307.0      2402  19.0    51.0  \n",
+       "200693  N206JB       6    JFK  BUF       NaN       301  19.0    51.0  \n",
+       "200695  N11176    4663    EWR  BNA     132.0       748  19.0    53.0  \n",
+       "200696  N3DUAA    1351    JFK  ORD     112.0       740  19.0    53.0  \n",
+       "200702  N503JB     111    JFK  FLL     149.0      1069  20.0     7.0  \n",
+       "200703  N76516    1112    LGA  ORD     106.0       733  20.0    11.0  \n",
+       "200704  N13988    4705    EWR  ATL     124.0       746  20.0    12.0  \n",
+       "200706  N12135    4348    EWR  MCI     177.0      1092  20.0    14.0  \n",
+       "200707  N917DL    2391    JFK  TPA     147.0      1005  20.0    17.0  \n",
+       "200708  N348NB    2457    JFK  MSY     151.0      1182  20.0    17.0  \n",
+       "200711  N627VA      29    JFK  SFO     349.0      2586  20.0    22.0  \n",
+       "200713  N18557    4191    EWR  BNA     103.0       748  20.0    33.0  \n",
+       "200715  N715SW    3135    LGA  MKE     104.0       738  20.0    40.0  \n",
+       "200716  N8869B    3881    EWR  CVG      91.0       569  20.0    41.0  \n",
+       "200717  N3GPAA     785    LGA  DFW     187.0      1389  20.0    42.0  \n",
+       "200719  N628VA     193    EWR  SFO     356.0      2565  20.0    42.0  \n",
+       "200720  N38454    1679    EWR  BOS      34.0       200  20.0    42.0  \n",
+       "200721  N76502    1600    EWR  SFO       NaN      2565  20.0    43.0  \n",
+       "200725  N73291    1293    EWR  ORD     104.0       719  20.0    47.0  \n",
+       "200729  N229JB    1085    JFK  CLT      77.0       541  20.0    51.0  \n",
+       "200730  N3JSAA    1787    JFK  TPA     143.0      1005  20.0    53.0  \n",
+       "200732  N15980    5675    EWR  CLT      78.0       529  20.0    55.0  \n",
+       "200733  N8928A    3899    JFK  CLE      67.0       425  20.0    57.0  \n",
+       "200734  N8946A    4277    JFK  ORF      50.0       290  20.0    58.0  \n",
+       "200735  N187JB     130    JFK  BUF      64.0       301  20.0    59.0  \n",
+       "200739  N292JB    1307    JFK  IAD      43.0       228  21.0     5.0  \n",
+       "200741  N27152    4543    EWR  DSM     134.0      1017  21.0     8.0  \n",
+       "200742  N827UA     695    LGA  ORD     103.0       733  21.0     8.0  \n",
+       "200745  N594JB      75    JFK  TPA     140.0      1005  21.0    13.0  \n",
+       "200748  N286WN     504    EWR  MDW     100.0       711  21.0    15.0  \n",
+       "200749  N370NB     975    LGA  PIT      52.0       335  21.0    16.0  \n",
+       "200752  N607JB    1505    JFK  ABQ     242.0      1826  21.0    18.0  \n",
+       "200753  N934XJ    3450    JFK  JAX     117.0       828  21.0    19.0  \n",
+       "200754  N568JB    1016    JFK  BOS      38.0       187  21.0    20.0  \n",
+       "200755  N520MQ    4662    LGA  ATL      99.0       762  21.0    23.0  \n",
+       "200756  N62631    1454    LGA  IAH     183.0      1416  21.0    23.0  \n",
+       "200757  N13718    1023    EWR  IAH     181.0      1400  21.0    25.0  \n",
+       "200759  N206WN     717    EWR  HOU     196.0      1411  21.0    26.0  \n",
+       "200763  N830UA     612    EWR  LAX     319.0      2454  21.0    33.0  \n",
+       "200764  N910XJ    3413    JFK  BWI      37.0       184  21.0    36.0  \n",
+       "200765  N522VA     169    EWR  LAX     321.0      2454  21.0    36.0  \n",
+       "200766  N751UW    2185    LGA  DCA      44.0       214  21.0    38.0  \n",
+       "200767  N768US    2189    LGA  DCA      45.0       214  21.0    38.0  \n",
+       "200768  N529JB     381    LGA  FLL     152.0      1076  21.0    39.0  \n",
+       "200769  N204FR     419    LGA  DEN     211.0      1620  21.0    44.0  \n",
+       "200771  N918XJ    3285    JFK  DTW      75.0       509  21.0    48.0  \n",
+       "200772  N12569    4247    EWR  DTW      81.0       488  21.0    50.0  \n",
+       "200773  N592JB      35    JFK  PBI     142.0      1028  21.0    50.0  \n",
+       "200774  N819UA     489    EWR  DFW     176.0      1372  21.0    52.0  \n",
+       "200775  N258WN    1545    EWR  MSY     159.0      1167  21.0    53.0  \n",
+       "200776  N713SW    3962    LGA  MDW     102.0       725  21.0    55.0  \n",
+       "200777  N905XJ    3395    JFK  DCA      44.0       213  21.0    57.0  \n",
+       "200778  N816UA     651    EWR  SFO     318.0      2565  21.0    59.0  \n",
+       "200779  N37287    1071    EWR  BQN     210.0      1585  21.0    59.0  \n",
+       "200781  N296JB     917    JFK  ORD     113.0       740  22.0     0.0  \n",
+       "200782  N227WN    1354    LGA  BNA     105.0       764  22.0     0.0  \n",
+       "200784  N513AA    1905    EWR  DFW     184.0      1372  22.0     1.0  \n",
+       "200785  N76254    1604    EWR  BOS      38.0       200  22.0     2.0  \n",
+       "200786  N265JB    1178    EWR  BOS      40.0       200  22.0     5.0  \n",
+       "200787  N965DL    2139    LGA  MIA     149.0      1096  22.0     7.0  \n",
+       "200788  N22971    4131    EWR  RIC      53.0       277  22.0     9.0  \n",
+       "200789  N789JB     155    JFK  MCO     136.0       944  22.0     9.0  \n",
+       "200792  N13124    4117    EWR  ALB      30.0       143  22.0    12.0  \n",
+       "200793  N389DA    2370    LGA  PBI     138.0      1035  22.0    12.0  \n",
+       "200794  N11113    4370    EWR  CHS      91.0       628  22.0    15.0  \n",
+       "200795  N506JB     509    EWR  FLL     149.0      1065  22.0    15.0  \n",
+       "200797  N14974    4361    EWR  TYS      88.0       631  22.0    17.0  \n",
+       "200798  N12564    3267    EWR  PWM      52.0       284  22.0    18.0  \n",
+       "200799  N27962    4459    EWR  GSO      65.0       445  22.0    21.0  \n",
+       "200800  N754UW    2187    LGA  DCA      43.0       214  22.0    22.0  \n",
+       "200801  N835AS    5769    LGA  IAD      39.0       229  22.0    23.0  \n",
+       "200802  N845UA     729    EWR  MIA     158.0      1085  22.0    26.0  \n",
+       "200803  N12142    4333    EWR  TUL     165.0      1215  22.0    27.0  \n",
+       "200804  N914XJ    3416    JFK  RDU      71.0       427  22.0    30.0  \n",
+       "200805  N12967    4695    EWR  MHT      37.0       209  22.0    32.0  \n",
+       "200806  N360NW     985    JFK  BOS      44.0       187  22.0    36.0  \n",
+       "200807  N929XJ    3542    JFK  MSP     135.0      1029  22.0    42.0  \n",
+       "200809  N829UA     849    EWR  MSY     150.0      1167  22.0    51.0  \n",
+       "200810  N516JB      43    JFK  MCO     135.0       944  22.0    52.0  \n",
+       "200811  N11155    4204    EWR  OKC     186.0      1325  23.0     2.0  \n",
+       "200812  N602LR    3525    JFK  ORD     105.0       740  23.0     3.0  \n",
+       "200813  N497UA     424    EWR  BOS      52.0       200  23.0     5.0  \n",
+       "200814  N242WN    1731    LGA  MDW     105.0       725  23.0     6.0  \n",
+       "200815  N544MQ    4660    LGA  BNA     100.0       764  23.0     6.0  \n",
+       "200816  N14905    3813    EWR  BTV      48.0       266  23.0    12.0  \n",
+       "200817  N514MQ    3730    EWR  ORD      95.0       719  23.0    12.0  \n",
+       "200818  N14998    4672    EWR  STL     119.0       872  23.0    14.0  \n",
+       "200819  N13132    4282    EWR  JAX     113.0       820  23.0    15.0  \n",
+       "200820  N48901    4700    EWR  CLT      77.0       529  23.0    29.0  \n",
+       "200821  N13955    3807    EWR  PVD      28.0       160  23.0    31.0  \n",
+       "200822  N630VA     415    JFK  LAX     309.0      2475  23.0    31.0  \n",
+       "200823  N909EV    5714    JFK  IAD      40.0       228  23.0    32.0  \n",
+       "200824  N12567    4400    EWR  DCA      43.0       199  23.0    38.0  \n",
+       "200825  N228JB     115    JFK  MSY     154.0      1182  23.0    56.0  \n",
+       "201005  N35260    1077    EWR  MIA     153.0      1085   7.0    22.0  \n",
+       "201050  N13988    3821    EWR  RDU      72.0       416   7.0    59.0  \n",
+       "201073  N722MQ    4518    LGA  RDU      63.0       431   8.0    16.0  \n",
+       "201076  N920DL    2003    LGA  MIA     146.0      1096   8.0    19.0  \n",
+       "201094  N626VA     399    JFK  LAX     323.0      2475   8.0    37.0  \n",
+       "201135  N18120    4712    EWR  MSY     158.0      1167   9.0    17.0  \n",
+       "201175  N827MQ    4478    LGA  DTW      77.0       502  10.0     2.0  \n",
+       "201248  N327AA     179    JFK  SFO     328.0      2586  11.0    42.0  \n",
+       "201251  N512UA     642    JFK  SFO     333.0      2586  11.0    50.0  \n",
+       "201268  N929DL     269    JFK  MIA     148.0      1089  12.0     9.0  \n",
+       "201285  N34455    1120    EWR  SFO     309.0      2565  12.0    38.0  \n",
+       "201298  N76254    1291    EWR  SFO     320.0      2565  12.0    50.0  \n",
+       "201299  N855VA     187    EWR  SFO     332.0      2565  12.0    51.0  \n",
+       "201302  N11164    4304    EWR  MCI     163.0      1092  12.0    54.0  \n",
+       "201315  N3HLAA    2099    LGA  MIA     142.0      1096  13.0     4.0  \n",
+       "201320  N723MQ    4471    LGA  RDU      63.0       431  13.0     7.0  \n",
+       "201321  N830AS    5736    LGA  IAD      47.0       229  13.0     8.0  \n",
+       "201342  N532MQ    3792    JFK  DCA      48.0       213  13.0    33.0  \n",
+       "201350  N621VA      23    JFK  SFO     331.0      2586  13.0    44.0  \n",
+       "201369  N711MQ    4485    LGA  CMH      72.0       479  14.0     8.0  \n",
+       "201372  N720MQ    4564    LGA  DTW      77.0       502  14.0    14.0  \n",
+       "201377  N607LR    4898    EWR  ATL     101.0       746  14.0    20.0  \n",
+       "201408  N35260    1122    EWR  PBI     139.0      1023  14.0    50.0  \n",
+       "201428  N944WN    2226    LGA  MDW     105.0       725  15.0     5.0  \n",
+       "201429  N827MQ    4491    LGA  CLE      67.0       419  15.0     5.0  \n",
+       "201431  N13979    4687    EWR  CVG      89.0       569  15.0     9.0  \n",
+       "201433  N358JB    1180    EWR  BOS      45.0       200  15.0    10.0  \n",
+       "201451  N932DL    1819    LGA  MSP     140.0      1020  15.0    46.0  \n",
+       "201457  N27200    4181    EWR  MCI     163.0      1092  15.0    54.0  \n",
+       "201466  N626MQ    4172    JFK  CLE      74.0       425  16.0     3.0  \n",
+       "201471  N804JB     377    LGA  FLL     154.0      1076  16.0     6.0  \n",
+       "201475  N480AA     341    LGA  ORD     109.0       733  16.0    10.0  \n",
+       "201479  N12569    4558    EWR  CHS      89.0       628  16.0    12.0  \n",
+       "201486  N14558    4377    EWR  JAX     117.0       820  16.0    15.0  \n",
+       "201497  N16961    4596    EWR  STL     131.0       872  16.0    29.0  \n",
+       "201501  N518MQ    3823    JFK  DCA      76.0       213  16.0    31.0  \n",
+       "201507  N544MQ    4579    LGA  CLT      74.0       544  16.0    38.0  \n",
+       "201508  N516MQ    4669    LGA  ATL     104.0       762  16.0    38.0  \n",
+       "201515  N14998    4708    EWR  SDF     100.0       642  16.0    44.0  \n",
+       "201517  N941MQ    4309    JFK  IND     102.0       665  16.0    45.0  \n",
+       "201521  N640JB      63    JFK  TPA     136.0      1005  16.0    50.0  \n",
+       "201532  N3GLAA    1467    LGA  MIA     149.0      1096  17.0     4.0  \n",
+       "201533  N434UA     741    LGA  ORD     116.0       733  17.0     4.0  \n",
+       "201535  N342NB    1942    EWR  ATL      96.0       746  17.0     5.0  \n",
+       "201542  N512MJ    3791    LGA  IAD      47.0       229  17.0    11.0  \n",
+       "201543  N13989    3829    EWR  IAD      40.0       212  17.0    14.0  \n",
+       "201544  N3FHAA     854    JFK  BOS      33.0       187  17.0    14.0  \n",
+       "201546  N3EVAA     763    LGA  DFW     203.0      1389  17.0    15.0  \n",
+       "201552  N6EAMQ    4622    LGA  BNA     101.0       764  17.0    18.0  \n",
+       "201555  N723MQ    4447    LGA  RDU      67.0       431  17.0    22.0  \n",
+       "201571  N843UA     810    EWR  CLE      67.0       404  17.0    32.0  \n",
+       "201573  N10156    4571    EWR  SAV      93.0       708  17.0    35.0  \n",
+       "201575  N13913    4092    EWR  DAY      89.0       533  17.0    39.0  \n",
+       "201584  N922XJ    3410    JFK  BOS      37.0       187  17.0    49.0  \n",
+       "201590  N937XJ    3383    JFK  CVG      90.0       589  17.0    54.0  \n",
+       "201598  N296JB     915    JFK  ORD     128.0       740  17.0    59.0  \n",
+       "201599  N952AT     716    LGA  ATL     105.0       762  18.0     1.0  \n",
+       "201604  N725MQ    4415    LGA  RDU      63.0       431  18.0     5.0  \n",
+       "201607  N18114    4517    EWR  MSP     144.0      1008  18.0     7.0  \n",
+       "201617  N703JB     985    LGA  TPA     141.0      1010  18.0    12.0  \n",
+       "201622  N745SW     197    LGA  STL     130.0       888  18.0    14.0  \n",
+       "201623  N178JB    1176    EWR  BOS      40.0       200  18.0    16.0  \n",
+       "201627  N818UA     689    LGA  ORD     121.0       733  18.0    17.0  \n",
+       "201630  N809JB      15    JFK  FLL     141.0      1069  18.0    20.0  \n",
+       "201631  N76516    1687    LGA  IAH     210.0      1416  18.0    20.0  \n",
+       "201634  N281JB    1012    JFK  BOS      36.0       187  18.0    24.0  \n",
+       "201650  N3FGAA     257    JFK  LAS     291.0      2248  18.0    34.0  \n",
+       "201651  N3BHAA    1999    EWR  MIA     132.0      1085  18.0    34.0  \n",
+       "201654  N3BEAA     731    LGA  DFW     197.0      1389  18.0    39.0  \n",
+       "201655  N238JB      38    JFK  ROC      56.0       264  18.0    39.0  \n",
+       "201656  N538UA     296    LGA  DEN     216.0      1620  18.0    40.0  \n",
+       "201664  N18120    4364    EWR  ROC      45.0       246  18.0    50.0  \n",
+       "201670  N203FR     419    LGA  DEN     224.0      1620  18.0    55.0  \n",
+       "201672  N37263    1703    EWR  BOS      37.0       200  18.0    55.0  \n",
+       "201676  N543MQ    4601    LGA  RDU      63.0       431  18.0    57.0  \n",
+       "201680  N565UA     588    EWR  BOS      48.0       200  18.0    58.0  \n",
+       "201683  N3772H    1394    JFK  PDX     313.0      2454  19.0     1.0  \n",
+       "201688  N234WN    3962    LGA  MDW     108.0       725  19.0     3.0  \n",
+       "201694  N27962    3825    EWR  STL     135.0       872  19.0    17.0  \n",
+       "201697  N281AT     722    LGA  ATL     103.0       762  19.0    21.0  \n",
+       "201722  N37462    1587    EWR  RSW     144.0      1068  19.0    41.0  \n",
+       "201729  N768JB     509    EWR  FLL     141.0      1065  19.0    47.0  \n",
+       "201731  N619MQ    3944    JFK  BWI      40.0       184  19.0    50.0  \n",
+       "201733  N918WN    1354    LGA  BNA     104.0       764  19.0    51.0  \n",
+       "201734  N716EV    4974    LGA  BNA     101.0       764  19.0    52.0  \n",
+       "201737  N8972E    4120    JFK  CLE      75.0       425  19.0    57.0  \n",
+       "201738  N354JB     130    JFK  BUF      56.0       301  19.0    57.0  \n",
+       "201740  N4YUAA     359    LGA  ORD     117.0       733  19.0    59.0  \n",
+       "201742  N161UW    1491    LGA  CLT      73.0       544  20.0     0.0  \n",
+       "201744  N12567    4191    EWR  BNA     111.0       748  20.0     4.0  \n",
+       "201749  N87512    1112    LGA  ORD     118.0       733  20.0     6.0  \n",
+       "201751  N980AT     645    LGA  ATL     100.0       762  20.0     9.0  \n",
+       "201753  N73291    1454    LGA  IAH     201.0      1416  20.0    11.0  \n",
+       "201768  N717TW    1465    JFK  SFO     335.0      2586  20.0    31.0  \n",
+       "201774  N17984    4682    EWR  CLT      76.0       529  20.0    45.0  \n",
+       "201777  N594JB     381    LGA  FLL     129.0      1076  20.0    46.0  \n",
+       "201778  N11164    4543    EWR  DSM     145.0      1017  20.0    48.0  \n",
+       "201780  N981DL    1854    LGA  FLL     140.0      1076  20.0    49.0  \n",
+       "201787  N518MQ    3783    JFK  CMH      67.0       483  20.0    55.0  \n",
+       "201790  N325NB     975    LGA  PIT      49.0       335  20.0    58.0  \n",
+       "201792  N3AYAA     791    LGA  DFW     205.0      1389  21.0     0.0  \n",
+       "201797  N832AS    5769    LGA  IAD      45.0       229  21.0     5.0  \n",
+       "201804  N637VA     415    JFK  LAX     311.0      2475  21.0    13.0  \n",
+       "201807  N16919    4370    EWR  CHS      86.0       628  21.0    16.0  \n",
+       "201812  N544MQ    4662    LGA  ATL      98.0       762  21.0    29.0  \n",
+       "201817  N723MQ    4555    LGA  CMH      74.0       479  21.0    36.0  \n",
+       "201819  N965AT     354    LGA  CAK      61.0       397  21.0    39.0  \n",
+       "201820  N709JB      43    JFK  MCO     125.0       944  21.0    40.0  \n",
+       "201827  N12157    4088    LGA  CLE      64.0       419  21.0    51.0  \n",
+       "201832  N13913    4119    EWR  RIC      49.0       277  22.0     4.0  \n",
+       "201833  N14558    4695    EWR  MHT      37.0       209  22.0     6.0  \n",
+       "201841  N35260    1252    EWR  SFO     318.0      2565  22.0    27.0  \n",
+       "201842  N6EAMQ    4584    LGA  CLT      74.0       544  22.0    31.0  \n",
+       "201844  N516MQ    4617    LGA  RDU      64.0       431  22.0    40.0  \n",
+       "201845  N746JB     383    LGA  FLL     139.0      1076  22.0    42.0  \n",
+       "201846  N10156    4419    EWR  MCI     159.0      1092  22.0    47.0  \n",
+       "201850  N336AA     185    JFK  LAX     321.0      2475  23.0     8.0  \n",
+       "201851  N725MQ    4573    LGA  DTW      75.0       502  23.0     9.0  \n",
+       "201854  N740EV    5215    LGA  SYR      33.0       198  23.0    48.0  \n",
+       "201856  N431UA     695    LGA  ORD     108.0       733  23.0    53.0  \n",
+       "201875  N323JB    1109    JFK  RDU      68.0       427   0.0    11.0  \n",
+       "201877  N811UA     849    EWR  MSY     172.0      1167   0.0    18.0  \n",
+       "201879  N11181    4670    EWR  GRR      93.0       605   0.0    24.0  \n",
+       "201880  N12996    3807    EWR  PVD      31.0       160   0.0    55.0  \n",
+       "202050  N740EV    5592    LGA  MEM     129.0       963   8.0     4.0  \n",
+       "202154  N546MQ    4655    LGA  BNA     105.0       764   9.0    39.0  \n",
+       "202216  N14960    4711    EWR  STL     134.0       872  11.0     4.0  \n",
+       "202245  N570UA     384    LGA  IAH     208.0      1416  11.0    39.0  \n",
+       "202274  N480UA     318    EWR  IAH     216.0      1400  12.0    13.0  \n",
+       "202278  N516JB     523    EWR  MCO     121.0       937  12.0    25.0  \n",
+       "202285  N503UA     690    EWR  LAS     286.0      2227  12.0    38.0  \n",
+       "202294  N501MQ    4654    LGA  ATL     110.0       762  12.0    47.0  \n",
+       "202306  N201AA     327    LGA  ORD     119.0       733  12.0    56.0  \n",
+       "202323  N524SW     529    EWR  STL     123.0       872  13.0    17.0  \n",
+       "202326  N522MQ    3697    EWR  ORD     121.0       719  13.0    21.0  \n",
+       "202370  N14905    4373    EWR  GSO      66.0       445  14.0    22.0  \n",
+       "202376  N4YKAA     331    LGA  ORD     128.0       733  14.0    27.0  \n",
+       "202378  N440UA     587    EWR  BOS      34.0       200  14.0    29.0  \n",
+       "202385  N521MQ    3765    EWR  ORD     120.0       719  14.0    36.0  \n",
+       "202394  N279JB      36    JFK  ROC      51.0       264  14.0    47.0  \n",
+       "202432  N606JB     525    EWR  MCO     136.0       937  15.0    17.0  \n",
+       "202438  N14573    4171    EWR  MSN     126.0       799  15.0    23.0  \n",
+       "202443  N12167    4120    EWR  CMH      81.0       463  15.0    28.0  \n",
+       "202499  N959AT     721    LGA  CAK      68.0       397  16.0    10.0  \n",
+       "202509  N445UA     665    LGA  ORD     121.0       733  16.0    23.0  \n",
+       "202514  N462UA     558    EWR  CLE      65.0       404  16.0    27.0  \n",
+       "202525  N932DL    1819    LGA  MSP     147.0      1020  16.0    36.0  \n",
+       "202535  N508AA     337    LGA  ORD     125.0       733  16.0    49.0  \n",
+       "202552  N4YJAA     341    LGA  ORD     128.0       733  17.0     4.0  \n",
+       "202574  N614QX    5486    LGA  PIT      57.0       335  17.0    22.0  \n",
+       "202586  N511MQ    3695    EWR  ORD     116.0       719  17.0    31.0  \n",
+       "202589  N4WLAA     343    LGA  ORD     124.0       733  17.0    36.0  \n",
+       "202608  N923AT     716    LGA  ATL     111.0       762  17.0    49.0  \n",
+       "202613  N903XJ    3523    JFK  ORD     123.0       740  17.0    54.0  \n",
+       "202617  N4XVAA     345    LGA  ORD     116.0       733  18.0     3.0  \n",
+       "202623  N526AA    1905    EWR  DFW     211.0      1372  18.0    10.0  \n",
+       "202634  N78003    1672    EWR  IAH     196.0      1400  18.0    21.0  \n",
+       "202649  N599AA    2223    LGA  STL     125.0       888  18.0    30.0  \n",
+       "202658  N3JGAA    1351    JFK  ORD     125.0       740  18.0    41.0  \n",
+       "202664  N636JB    1307    JFK  IAD      43.0       228  18.0    44.0  \n",
+       "202671  N508SW    1596    EWR  STL     132.0       872  18.0    52.0  \n",
+       "202680  N279JB     915    JFK  ORD     153.0       740  19.0     0.0  \n",
+       "202687  N930XJ    3459    JFK  BNA     114.0       765  19.0     7.0  \n",
+       "202692  N587JB     985    LGA  TPA     142.0      1010  19.0    16.0  \n",
+       "202694  N834UA     691    LGA  ORD     143.0       733  19.0    19.0  \n",
+       "202701  N12996    3840    EWR  DCA      59.0       199  19.0    24.0  \n",
+       "202709  N517MQ    3730    EWR  ORD     160.0       719  19.0    30.0  \n",
+       "202714  N496AA     353    LGA  ORD     144.0       733  19.0    37.0  \n",
+       "202722  N928XJ    3542    JFK  MSP     149.0      1029  19.0    48.0  \n",
+       "202731  N375NC    1185    EWR  SLC     259.0      1969  19.0    58.0  \n",
+       "202734  N17984    4191    EWR  BNA     118.0       748  20.0     2.0  \n",
+       "202735  N926XJ    3403    JFK  MCI     156.0      1113  20.0     3.0  \n",
+       "202745  N905XJ    3367    JFK  CVG      96.0       589  20.0    15.0  \n",
+       "202759  N706TW    1465    JFK  SFO     361.0      2586  20.0    33.0  \n",
+       "202761  N531JB     111    JFK  FLL     145.0      1069  20.0    38.0  \n",
+       "202766  N712EV    4998    LGA  MCI     155.0      1107  20.0    45.0  \n",
+       "202767  N935XJ    3413    JFK  BWI      43.0       184  20.0    47.0  \n",
+       "202773  N931XJ    3525    JFK  ORD     113.0       740  20.0    53.0  \n",
+       "202774  N17245    1041    EWR  PHX     304.0      2133  20.0    54.0  \n",
+       "202775  N850MQ    4423    JFK  RDU      72.0       427  20.0    56.0  \n",
+       "202779  N922XJ    3455    JFK  PIT      65.0       340  20.0    58.0  \n",
+       "202782  N341NW     985    JFK  BOS      39.0       187  21.0     1.0  \n",
+       "202791  N877AS    5714    JFK  IAD      62.0       228  21.0     9.0  \n",
+       "202792  N828AS    5769    LGA  IAD      93.0       229  21.0    10.0  \n",
+       "202794  N959AT     645    LGA  ATL     118.0       762  21.0    12.0  \n",
+       "202795  N11565    4117    EWR  ALB      38.0       143  21.0    13.0  \n",
+       "202799  N16951    3267    EWR  PWM      47.0       284  21.0    17.0  \n",
+       "202805  N8709A    3899    JFK  CLE      77.0       425  21.0    24.0  \n",
+       "202806  N8598B    3798    JFK  CLT      91.0       541  21.0    26.0  \n",
+       "202808  N513MQ    3783    JFK  CMH      75.0       483  21.0    29.0  \n",
+       "202811  N523JB     677    JFK  LAX     345.0      2475  21.0    32.0  \n",
+       "202813  N806JB     649    JFK  SFO     346.0      2586  21.0    33.0  \n",
+       "202819  N552JB     381    LGA  FLL     137.0      1076  21.0    56.0  \n",
+       "202822  N588JB    1505    JFK  ABQ     241.0      1826  21.0    58.0  \n",
+       "202824  N819UA     489    EWR  DFW     208.0      1372  21.0    59.0  \n",
+       "202825  N404UA     768    EWR  BOS      41.0       200  22.0     1.0  \n",
+       "202826  N37471    1241    EWR  TPA     143.0       997  22.0     3.0  \n",
+       "202827  N844MQ    4449    JFK  DCA      53.0       213  22.0     7.0  \n",
+       "202830  N14562    4292    EWR  GSP      94.0       594  22.0    25.0  \n",
+       "202831  N16919    4459    EWR  GSO      75.0       445  22.0    30.0  \n",
+       "202842  N561JB     383    LGA  FLL     142.0      1076  23.0    15.0  \n",
+       "202843  N12567    3813    EWR  BTV      41.0       266  23.0    25.0  \n",
+       "202852  N228JB    1109    JFK  RDU      75.0       427   0.0     2.0  \n",
+       "202855  N267JB      22    JFK  SYR      45.0       209   0.0    23.0  \n",
+       "202856  N506MQ    3783    JFK  CMH      75.0       483   0.0    26.0  \n",
+       "202858  N8968E    3899    JFK  CLE      75.0       425   0.0    33.0  \n",
+       "202973  N14105    4471    EWR  CLT      86.0       529   7.0    58.0  \n",
+       "203018  N3DVAA     413    JFK  SJU     185.0      1598   8.0    30.0  \n",
+       "203019  N21537    3266    EWR  RDU      70.0       416   8.0    31.0  \n",
+       "203309  N828AS    5699    LGA  IAD      82.0       229  15.0    42.0  \n",
+       "203326  N784JB     151    JFK  MCO     134.0       944  16.0     2.0  \n",
+       "203338  N793JB     705    JFK  SJU     199.0      1598  16.0    29.0  \n",
+       "203341  N757UW    1665    LGA  CLT      97.0       544  16.0    31.0  \n",
+       "203345  N402WN     527    LGA  BNA     124.0       764  16.0    36.0  \n",
+       "203348  N590JB     537    EWR  TPA     171.0       997  16.0    39.0  \n",
+       "203355  N239WN    2048    EWR  STL     134.0       872  16.0    48.0  \n",
+       "203359  N13989    4133    EWR  PVD      34.0       160  16.0    54.0  \n",
+       "203363  N542MQ    4579    LGA  CLT     101.0       544  17.0     4.0  \n",
+       "203366  N3JPAA    1467    LGA  MIA     196.0      1096  17.0     8.0  \n",
+       "203372  N915XJ    3325    JFK  DFW     210.0      1391  17.0    18.0  \n",
+       "203374  N711ZX    1461    JFK  LAX     315.0      2475  17.0    22.0  \n",
+       "203375  N982DL      95    JFK  DTW      85.0       509  17.0    23.0  \n",
+       "203382  N3BWAA     565    JFK  DFW     210.0      1391  17.0    38.0  \n",
+       "203387  N639JB     369    LGA  PBI     181.0      1035  17.0    45.0  \n",
+       "203390  N13975    3830    EWR  GSO      86.0       445  17.0    50.0  \n",
+       "203394  N57863    1182    EWR  SFO     313.0      2565  17.0    52.0  \n",
+       "203400  N915AT     716    LGA  ATL     136.0       762  18.0     4.0  \n",
+       "203402  N15910    4352    EWR  CVG      96.0       569  18.0     7.0  \n",
+       "203405  N379DA    1499    LGA  ATL     125.0       762  18.0    10.0  \n",
+       "203407  N3CTAA    1351    JFK  ORD     116.0       740  18.0    12.0  \n",
+       "203409  N14959    4537    EWR  MEM     152.0       946  18.0    14.0  \n",
+       "203410  N37287    1705    LGA  IAH     216.0      1416  18.0    15.0  \n",
+       "203411  N13968    4300    EWR  RIC      70.0       277  18.0    17.0  \n",
+       "203412  N502UA     841    JFK  LAX     313.0      2475  18.0    17.0  \n",
+       "203421  N3CSAA     145    JFK  SAN     318.0      2446  18.0    29.0  \n",
+       "203426  N15555    4299    EWR  DCA      57.0       199  18.0    40.0  \n",
+       "203428  N3JVAA     695    JFK  AUS     232.0      1521  18.0    41.0  \n",
+       "203437  N5FRAA     543    JFK  MIA     182.0      1089  19.0     0.0  \n",
+       "203444  N193DN      17    JFK  LAX     309.0      2475  19.0    11.0  \n",
+       "203445  N298JB    1012    JFK  BOS      40.0       187  19.0    12.0  \n",
+       "203446  N598JB     703    JFK  SJU     205.0      1598  19.0    17.0  \n",
+       "203449  N38403    1284    EWR  SFO     325.0      2565  19.0    19.0  \n",
+       "203451  N250WN     947    LGA  MDW     115.0       725  19.0    21.0  \n",
+       "203454  N650MQ    4172    JFK  CLE      74.0       425  19.0    26.0  \n",
+       "203458  N391CA    5071    LGA  BTV      39.0       258  19.0    32.0  \n",
+       "203467  N518UA     535    JFK  LAX     296.0      2475  19.0    46.0  \n",
+       "203469  N354JB      24    JFK  SYR      48.0       209  19.0    48.0  \n",
+       "203473  N8709A    4205    JFK  BWI      41.0       184  19.0    54.0  \n",
+       "203474  N524VA     169    EWR  LAX     309.0      2454  19.0    56.0  \n",
+       "203475  N516MQ    4674    LGA  CLE      66.0       419  19.0    56.0  \n",
+       "203476  N755EV    4893    LGA  RDU      78.0       431  19.0    57.0  \n",
+       "203477  N411UA     659    EWR  PHX     275.0      2133  19.0    57.0  \n",
+       "203478  N358JB     618    JFK  PWM      50.0       273  19.0    58.0  \n",
+       "203479  N332AA     177    JFK  SFO     327.0      2586  19.0    58.0  \n",
+       "203484  N560UA     512    JFK  SFO     323.0      2586  20.0     9.0  \n",
+       "203489  N554JB      35    JFK  PBI     165.0      1028  20.0    16.0  \n",
+       "203491  N552UW     297    JFK  CLT      91.0       541  20.0    19.0  \n",
+       "203494  N328NW    1433    JFK  MIA     169.0      1089  20.0    25.0  \n",
+       "203496  N916XJ    3459    JFK  BNA     124.0       765  20.0    29.0  \n",
+       "203497  N3GKAA     257    JFK  LAS     297.0      2248  20.0    33.0  \n",
+       "203500  N627JB     547    EWR  PBI     162.0      1023  20.0    35.0  \n",
+       "203501  N13750    1638    EWR  CLE      62.0       404  20.0    38.0  \n",
+       "203502  N651JB      87    JFK  SLC     268.0      1990  20.0    39.0  \n",
+       "203503  N936XJ    3383    JFK  CVG      99.0       589  20.0    45.0  \n",
+       "203506  N355JB       6    JFK  BUF      57.0       301  20.0    51.0  \n",
+       "203507  N628MQ    3985    JFK  CVG     110.0       589  20.0    51.0  \n",
+       "203508  N653JB     195    JFK  LAS     297.0      2248  20.0    53.0  \n",
+       "203509  N174US     894    LGA  CLT      95.0       544  20.0    54.0  \n",
+       "203511  N591JB      75    JFK  TPA     155.0      1005  20.0    55.0  \n",
+       "203512  N641VA      29    JFK  SFO     338.0      2586  20.0    55.0  \n",
+       "203516  N658DL    1643    JFK  SEA     308.0      2422  20.0    57.0  \n",
+       "203518  N8980A    4019    JFK  RIC      55.0       288  21.0     4.0  \n",
+       "203520  N558JB     527    EWR  MCO     144.0       937  21.0     8.0  \n",
+       "203526  N909XJ    3542    JFK  MSP     142.0      1029  21.0    35.0  \n",
+       "203527  N3BNAA    1762    JFK  BOS      42.0       187  21.0    36.0  \n",
+       "203528  N833AY    3691    JFK  CHS      98.0       636  21.0    39.0  \n",
+       "203530  N825AS    5769    LGA  IAD      46.0       229  21.0    49.0  \n",
+       "203531  N423UA     810    EWR  PBI     150.0      1023  21.0    53.0  \n",
+       "203532  N509JB     111    JFK  FLL     155.0      1069  21.0    54.0  \n",
+       "203533  N427UA     431    EWR  MSY     181.0      1167  21.0    58.0  \n",
+       "203534  N320NB     985    JFK  BOS      41.0       187  22.0     8.0  \n",
+       "203535  N636VA     415    JFK  LAX     313.0      2475  22.0    14.0  \n",
+       "203536  N644JB     155    JFK  MCO     143.0       944  22.0    18.0  \n",
+       "203538  N238JB    1111    JFK  RDU      77.0       427  22.0    27.0  \n",
+       "203539  N274JB    1016    JFK  BOS      39.0       187  22.0    29.0  \n",
+       "203540  N361NB    2457    JFK  MSY     185.0      1182  22.0    29.0  \n",
+       "203541  N323JB    1085    JFK  CLT      92.0       541  22.0    33.0  \n",
+       "203542  N184JB     130    JFK  BUF      56.0       301  22.0    38.0  \n",
+       "203543  N844MQ    4449    JFK  DCA      52.0       213  22.0    40.0  \n",
+       "203545  N507JB     383    LGA  FLL     159.0      1076  22.0    54.0  \n",
+       "203546  N763JB     677    JFK  LAX     318.0      2475  23.0     2.0  \n",
+       "203548  N925XJ    3285    JFK  DTW      84.0       509  23.0     9.0  \n",
+       "203549  N771SA     764    LGA  STL     132.0       888  23.0    16.0  \n",
+       "203550  N279JB     917    JFK  ORD     116.0       740  23.0    21.0  \n",
+       "203551  N8733G    3755    JFK  BUF      54.0       301  23.0    25.0  \n",
+       "203552  N835AS    5714    JFK  IAD      42.0       228  23.0    27.0  \n",
+       "203554  N804MQ    4423    JFK  RDU      77.0       427  23.0    55.0  \n",
+       "203778  N8710A    3611    JFK  PIT      77.0       340   9.0    20.0  \n",
+       "203856  N67171     269    JFK  MIA     159.0      1089  10.0    58.0  \n",
+       "204017  N26123    1264    EWR  ORD     109.0       719  14.0    31.0  \n",
+       "204024  N218FR     507    LGA  DEN     214.0      1620  14.0    33.0  \n",
+       "204046  N644JB     505    EWR  FLL     161.0      1065  14.0    50.0  \n",
+       "204063  N11536    4132    EWR  RIC      57.0       277  14.0    59.0  \n",
+       "204169  N720MQ    4447    LGA  RDU      75.0       431  16.0    42.0  \n",
+       "204179  N376NW     141    JFK  FLL     173.0      1069  16.0    53.0  \n",
+       "204209   N3752    2143    JFK  ATL     119.0       760  17.0    10.0  \n",
+       "204290  N24103    4241    EWR  BOS      38.0       200  18.0    31.0  \n",
+       "204294  N941MQ    4323    JFK  ORF      55.0       290  18.0    33.0  \n",
+       "204308  N3AAAA    1351    JFK  ORD     114.0       740  18.0    52.0  \n",
+       "204332  N48901    4300    EWR  RIC      52.0       277  19.0    14.0  \n",
+       "204356  N8673D    4203    JFK  IND     110.0       665  19.0    33.0  \n",
+       "204384  N912XJ    3367    JFK  CVG      95.0       589  20.0     7.0  \n",
+       "204392  N901XJ    3413    JFK  BWI      39.0       184  20.0    15.0  \n",
+       "204393  N8611A    4277    JFK  ORF      55.0       290  20.0    16.0  \n",
+       "204424  N5PBMQ    3783    JFK  CMH      79.0       483  20.0    56.0  \n",
+       "204438  N933XJ    3450    JFK  JAX     131.0       828  21.0    16.0  \n",
+       "204449  N292JB    1016    JFK  BOS      38.0       187  21.0    32.0  \n",
+       "204453  N57439    1680    EWR  MIA     160.0      1085  21.0    40.0  \n",
+       "204454  N605LR    3395    JFK  DCA      44.0       213  21.0    48.0  \n",
+       "204456  N19554    4292    EWR  GSP      96.0       594  21.0    50.0  \n",
+       "204457  N238JB     917    JFK  ORD     119.0       740  21.0    51.0  \n",
+       "204474  N37408    1159    EWR  PBI     146.0      1023  23.0    14.0  \n",
+       "204475  N12552    4329    EWR  IND     103.0       645  23.0    16.0  \n",
+       "204480  N328JB      22    JFK  SYR      39.0       209  23.0    59.0  \n",
+       "204635  N633JB      27    JFK  TPA     155.0      1005   7.0    54.0  \n",
+       "204647  N525MQ    4576    LGA  CLT      80.0       544   8.0     0.0  \n",
+       "204834  N14907    4255    EWR  CHS     104.0       628  11.0    10.0  \n",
+       "204865  N16561    4140    EWR  ATL     111.0       746  11.0    54.0  \n",
+       "204906  N540US    2047    LGA  ATL     102.0       762  12.0    52.0  \n",
+       "204929  N131EV    5386    EWR  MSP     142.0      1008  13.0     5.0  \n",
+       "204952  N16559    3844    EWR  BUF      51.0       282  13.0    43.0  \n",
+       "204955  N559AA     329    LGA  ORD     105.0       733  13.0    45.0  \n",
+       "204957  N520MQ    4646    LGA  MSP     139.0      1020  13.0    47.0  \n",
+       "205028  N14902    4628    EWR  STL     127.0       872  14.0    57.0  \n",
+       "205072  N16546    3832    EWR  PWM      49.0       284  15.0    46.0  \n",
+       "205101  N932XJ    3318    JFK  BUF      57.0       301  16.0    11.0  \n",
+       "205132  N37465    1172    EWR  SFO     316.0      2565  16.0    38.0  \n",
+       "205140  N601LR    3325    JFK  DFW     177.0      1391  16.0    52.0  \n",
+       "205154  N3764D       4    JFK  MCO     129.0       944  16.0    59.0  \n",
+       "205163  N610DL    1043    JFK  SEA     332.0      2422  17.0     5.0  \n",
+       "205172  N16559    3824    EWR  BNA     109.0       748  17.0    19.0  \n",
+       "205189  N789JB       9    JFK  MCO     137.0       944  17.0    31.0  \n",
+       "205215  N637VA     413    JFK  LAX     302.0      2475  17.0    56.0  \n",
+       "205231  N930XJ    3383    JFK  CVG      90.0       589  18.0    13.0  \n",
+       "205239  N351JB      24    JFK  SYR      46.0       209  18.0    22.0  \n",
+       "205246  N927XJ    3410    JFK  BOS      40.0       187  18.0    25.0  \n",
+       "205262  N323JB    1111    JFK  RDU      73.0       427  18.0    34.0  \n",
+       "205273  N265JB      38    JFK  ROC      53.0       264  18.0    44.0  \n",
+       "205301  N16546    3828    EWR  DTW      80.0       488  19.0     8.0  \n",
+       "205303  N806JB     391    LGA  MCO     129.0       950  19.0     8.0  \n",
+       "205304  N838MQ    4410    JFK  DCA      55.0       213  19.0     8.0  \n",
+       "205326  N338NB    1473    LGA  MEM     125.0       963  19.0    31.0  \n",
+       "205334  N931MQ    4255    JFK  BNA     107.0       765  19.0    37.0  \n",
+       "205357  N87513    1637    EWR  TPA     131.0       997  20.0     3.0  \n",
+       "205358  N596UA     389    JFK  SFO     310.0      2586  20.0     7.0  \n",
+       "205383  N614QX    5562    LGA  BGR      63.0       378  20.0    36.0  \n",
+       "205392  N320NB     975    LGA  PIT      51.0       335  20.0    46.0  \n",
+       "205404  N14902    4361    EWR  TYS      88.0       631  20.0    57.0  \n",
+       "205405  N658MQ    4323    JFK  ORF      47.0       290  20.0    57.0  \n",
+       "205415  N565JB     509    EWR  FLL     140.0      1065  21.0    13.0  \n",
+       "205430  N521JB     179    JFK  PHX     257.0      2153  21.0    40.0  \n",
+       "205439  N507MQ    3744    EWR  ORD     106.0       719  22.0    19.0  \n",
+       "205440  N519MQ    4662    LGA  ATL      92.0       762  22.0    19.0  \n",
+       "205443  N405UA     768    EWR  BOS      35.0       200  22.0    23.0  \n",
+       "205445  N33262    1071    EWR  BQN     198.0      1585  22.0    26.0  \n",
+       "205446  N927XJ    3395    JFK  DCA      39.0       213  22.0    27.0  \n",
+       "205454  N12563    3267    EWR  PWM      51.0       284  23.0    20.0  \n",
+       "205455  N12564    4672    EWR  STL     121.0       872  23.0    20.0  \n",
+       "205456  N544MQ    4660    LGA  BNA      96.0       764  23.0    35.0  \n",
+       "205618  N11544    3853    EWR  PIT      54.0       319   7.0    57.0  \n",
+       "205719  N27200    4393    EWR  IND      97.0       645   9.0    24.0  \n",
+       "205797  N13994    4229    EWR  CLT      73.0       529  10.0    58.0  \n",
+       "205848  N11189    4398    EWR  DSM     143.0      1017  11.0    58.0  \n",
+       "205859  N611QX    5273    LGA  PIT      54.0       335  12.0    12.0  \n",
+       "205872  N38424    1605    EWR  LAS     282.0      2227  12.0    37.0  \n",
+       "205922  N920XJ    3381    JFK  BOS      42.0       187  13.0    36.0  \n",
+       "205927  N18102    4316    EWR  CMH      72.0       463  13.0    43.0  \n",
+       "205951  N15910    4180    EWR  CLT      72.0       529  14.0    10.0  \n",
+       "206005  N17229    1606    EWR  SFO     334.0      2565  15.0     2.0  \n",
+       "206066  N13914    4326    EWR  CLT      73.0       529  15.0    57.0  \n",
+       "206078  N13979    3829    EWR  IAD      47.0       212  16.0     6.0  \n",
+       "206082  N13994    4171    EWR  MSN     130.0       799  16.0    10.0  \n",
+       "206086  N27962    4434    EWR  MHT      39.0       209  16.0    16.0  \n",
+       "206091  N11547    4284    EWR  ROC      47.0       246  16.0    24.0  \n",
+       "206101  N14907    4555    EWR  SDF     102.0       642  16.0    38.0  \n",
+       "206103  N15912    4377    EWR  JAX     110.0       820  16.0    40.0  \n",
+       "206143  N12921    3824    EWR  BNA     106.0       748  17.0    16.0  \n",
+       "206147  N909WN    3952    EWR  DEN     222.0      1605  17.0    21.0  \n",
+       "206174  N656JB      15    JFK  FLL     133.0      1069  17.0    41.0  \n",
+       "206189  N14960    4299    EWR  DCA      41.0       199  17.0    55.0  \n",
+       "206191  N13964    4705    EWR  ATL     101.0       746  17.0    57.0  \n",
+       "206197  N13908    4411    EWR  MEM     135.0       946  18.0     0.0  \n",
+       "206210  N18119    1159    JFK  LAX     302.0      2475  18.0    13.0  \n",
+       "206215  N11189    4115    EWR  SAV      93.0       708  18.0    19.0  \n",
+       "206216  N15983    4092    EWR  DAY      80.0       533  18.0    20.0  \n",
+       "206225  N16178    4658    EWR  CHS      82.0       628  18.0    24.0  \n",
+       "206244  N4YGAA     341    LGA  ORD     118.0       733  18.0    37.0  \n",
+       "206259  N659JB     527    EWR  MCO     120.0       937  18.0    55.0  \n",
+       "206335  N17984    4682    EWR  BNA     106.0       748  20.0     9.0  \n",
+       "206336  N11547    4663    EWR  BNA     106.0       748  20.0    12.0  \n",
+       "206362  N909XJ    3416    JFK  RDU      66.0       427  20.0    45.0  \n",
+       "206369  N14242    1262    EWR  ORD     120.0       719  20.0    54.0  \n",
+       "206390  N14960    4536    EWR  CVG      91.0       569  21.0    41.0  \n",
+       "206391  N33289    1071    EWR  BQN     190.0      1585  21.0    44.0  \n",
+       "206398  N15912    4700    EWR  CLT      72.0       529  22.0     2.0  \n",
+       "206400  N41104    4695    EWR  MHT      43.0       209  22.0    15.0  \n",
+       "206401  N24128    4361    EWR  TYS      85.0       631  22.0    24.0  \n",
+       "206531  N12195    4252    EWR  MKE     113.0       725   7.0    22.0  \n",
+       "206687  N13718    1135    EWR  ORD     120.0       719   9.0    38.0  \n",
+       "206768  N17138    4298    EWR  SAV      97.0       708  11.0    12.0  \n",
+       "206877  N721TW     863    JFK  LAX     311.0      2475  13.0    34.0  \n",
+       "206885  N37293    1688    LGA  ORD     114.0       733  13.0    45.0  \n",
+       "206903  N915DL    1685    LGA  MCO     124.0       950  14.0    22.0  \n",
+       "206906  N14920    4681    EWR  IAD      44.0       212  14.0    26.0  \n",
+       "206913  N17115    4395    EWR  IND      93.0       645  14.0    30.0  \n",
+       "206914  N513MQ    3697    EWR  ORD     116.0       719  14.0    30.0  \n",
+       "206915  N10575    4219    EWR  SYR      37.0       195  14.0    31.0  \n",
+       "206931  N492UA     522    LGA  ORD     117.0       733  14.0    43.0  \n",
+       "206940  N57111    1519    EWR  MCO     127.0       937  14.0    48.0  \n",
+       "206973  N659AW     186    EWR  PHX     263.0      2133  15.0    18.0  \n",
+       "206974  N539AA     337    LGA  ORD     120.0       733  15.0    24.0  \n",
+       "206981  N13989    4687    EWR  CVG      92.0       569  15.0    29.0  \n",
+       "206985  N14562    3832    EWR  PWM      53.0       284  15.0    36.0  \n",
+       "206992  N13566    3841    EWR  MHT      43.0       209  15.0    44.0  \n",
+       "207000  N13949    4085    EWR  RDU      65.0       416  15.0    49.0  \n",
+       "207046  N14177    4558    EWR  CHS      87.0       628  16.0    32.0  \n",
+       "207054  N8944B    4203    JFK  IND      93.0       665  16.0    38.0  \n",
+       "207062  N510JB      71    JFK  FLL     142.0      1069  16.0    50.0  \n",
+       "207074  N450WN    3952    EWR  DEN     234.0      1605  16.0    59.0  \n",
+       "207079  N18119    1601    JFK  LAX     313.0      2475  17.0     0.0  \n",
+       "207082  N519LR    3791    LGA  IAD      48.0       229  17.0     5.0  \n",
+       "207085  N11184    4576    EWR  GRR      96.0       605  17.0     8.0  \n",
+       "207088  N29906    3824    EWR  BNA     109.0       748  17.0    12.0  \n",
+       "207094  N931XJ    3410    JFK  BOS      45.0       187  17.0    23.0  \n",
+       "207128  N921XJ    3383    JFK  CVG     100.0       589  17.0    53.0  \n",
+       "207132  N14568    4705    EWR  ATL     108.0       746  18.0     0.0  \n",
+       "207136  N304JB      24    JFK  SYR      44.0       209  18.0     6.0  \n",
+       "207140  N17138    4328    EWR  MSY     163.0      1167  18.0     9.0  \n",
+       "207143  N827MQ    4410    JFK  DCA      50.0       213  18.0    10.0  \n",
+       "207146  N902MQ    4323    JFK  ORF      48.0       290  18.0    11.0  \n",
+       "207161  N16976    4682    EWR  CVG      90.0       569  18.0    31.0  \n",
+       "207163  N280WN     717    EWR  HOU     199.0      1411  18.0    32.0  \n",
+       "207179  N306JB    1012    JFK  BOS      44.0       187  18.0    46.0  \n",
+       "207183  N12563    4572    EWR  GSP      92.0       594  18.0    51.0  \n",
+       "207190  N178JB    1176    EWR  BOS      43.0       200  18.0    55.0  \n",
+       "207200  N632VA     193    EWR  SFO     342.0      2565  19.0     2.0  \n",
+       "207206  N14905    4560    EWR  STL     128.0       872  19.0     7.0  \n",
+       "207211  N498UA     734    EWR  ORD     109.0       719  19.0    11.0  \n",
+       "207215  N14179    4517    EWR  MSP     156.0      1008  19.0    16.0  \n",
+       "207221  N906XJ    3542    JFK  MSP     152.0      1029  19.0    21.0  \n",
+       "207224  N14562    3828    EWR  DTW      86.0       488  19.0    24.0  \n",
+       "207229  N508AS       7    EWR  SEA     328.0      2402  19.0    26.0  \n",
+       "207235  N39416    1139    EWR  DEN     214.0      1605  19.0    32.0  \n",
+       "207236  N13566    3840    EWR  DCA      44.0       199  19.0    37.0  \n",
+       "207241  N24715    1431    EWR  DFW       NaN      1372  19.0    39.0  \n",
+       "207248  N778SW    1545    EWR  MSY     162.0      1167  19.0    47.0  \n",
+       "207251  N8541D    4277    JFK  ORF      48.0       290  19.0    52.0  \n",
+       "207255  N1EAMQ    3730    EWR  ORD     107.0       719  19.0    53.0  \n",
+       "207257  N27733    1152    EWR  PDX       NaN      2434  19.0    55.0  \n",
+       "207267  N595JB     509    EWR  FLL     133.0      1065  20.0     2.0  \n",
+       "207268  N323JB    1307    JFK  IAD      51.0       228  20.0     3.0  \n",
+       "207274  N13949    4131    EWR  RIC      50.0       277  20.0    11.0  \n",
+       "207279  N4XEAA     345    LGA  ORD     118.0       733  20.0    16.0  \n",
+       "207282  N525VA     169    EWR  LAX     321.0      2454  20.0    18.0  \n",
+       "207291  N910XJ    3413    JFK  BWI      35.0       184  20.0    26.0  \n",
+       "207295  N936XJ    3525    JFK  ORD     118.0       740  20.0    30.0  \n",
+       "207297  N925XJ    3416    JFK  RDU      65.0       427  20.0    34.0  \n",
+       "207299  N4WKAA    2075    EWR  DFW       NaN      1372  20.0    36.0  \n",
+       "207306  N13989    4191    EWR  BNA     107.0       748  20.0    43.0  \n",
+       "207311  N825AS    5714    JFK  IAD      43.0       228  20.0    49.0  \n",
+       "207325  N3BWAA     791    LGA  DFW     197.0      1389  21.0     7.0  \n",
+       "207327  N14177    4204    EWR  OKC     180.0      1325  21.0    14.0  \n",
+       "207329  N15572    3267    EWR  PWM      51.0       284  21.0    19.0  \n",
+       "207342  N624VA     415    JFK  LAX     332.0      2475  21.0    41.0  \n",
+       "207343  N79521    1071    EWR  BQN     187.0      1585  21.0    50.0  \n",
+       "207348  N807JB     677    JFK  LAX     321.0      2475  21.0    55.0  \n",
+       "207350  N12172    4282    EWR  JAX     112.0       820  22.0     4.0  \n",
+       "207357  N3AEMQ    3744    EWR  ORD     112.0       719  22.0    19.0  \n",
+       "207359  N14148    4700    EWR  CLT      77.0       529  22.0    29.0  \n",
+       "207362  N304JB     619    JFK  JAX     110.0       828  22.0    37.0  \n",
+       "207367  N13994    3813    EWR  BTV      47.0       266  23.0     0.0  \n",
+       "207387  N24128    4419    EWR  MCI     148.0      1092   0.0     8.0  \n",
+       "207388  N327AA     185    JFK  LAX     315.0      2475   0.0    13.0  \n",
+       "207698  N16954    4388    EWR  JAX     116.0       820  10.0    15.0  \n",
+       "207760  N717MQ    4589    LGA  DTW      86.0       502  11.0    46.0  \n",
+       "207782  N605LR    3465    JFK  BOS      40.0       187  12.0     7.0  \n",
+       "207798  N4WAAA    1855    LGA  STL     124.0       888  12.0    35.0  \n",
+       "207834  N999DN    1903    LGA  SRQ     149.0      1047  13.0     8.0  \n",
+       "207847  N11192    4120    EWR  CMH      75.0       463  13.0    28.0  \n",
+       "207859  N13949    4243    EWR  BTV      46.0       266  13.0    46.0  \n",
+       "207876  N12157    4132    EWR  RIC      51.0       277  14.0     5.0  \n",
+       "207883  N567UA     700    EWR  LAX     318.0      2454  14.0    15.0  \n",
+       "207930  N12563    4171    EWR  MSN     125.0       799  15.0     2.0  \n",
+       "207954  N309DE     935    EWR  ATL     121.0       746  15.0    33.0  \n",
+       "207965  N13955    3832    EWR  PWM      52.0       284  15.0    42.0  \n",
+       "207972  N11164    4181    EWR  MCI     155.0      1092  15.0    49.0  \n",
+       "207973  N16987    4085    EWR  RDU      65.0       416  15.0    49.0  \n",
+       "207985  N11140    4558    EWR  CHS      91.0       628  15.0    57.0  \n",
+       "207990  N605LR    3404    JFK  BOS      44.0       187  16.0     0.0  \n",
+       "207994  N615QX    5148    LGA  CVG      92.0       585  16.0     1.0  \n",
+       "208017  N633VA     411    JFK  LAX     329.0      2475  16.0    23.0  \n",
+       "208026  N26545    4572    EWR  GSP     106.0       594  16.0    30.0  \n",
+       "208033  N247JB    1180    EWR  BOS      49.0       200  16.0    38.0  \n",
+       "208036  N13978    4377    EWR  JAX     119.0       820  16.0    39.0  \n",
+       "208037  N14179    4667    EWR  MSP     161.0      1008  16.0    39.0  \n",
+       "208039  N11165    3829    EWR  IAD      57.0       212  16.0    40.0  \n",
+       "208040  N322US    1935    LGA  TPA     144.0      1010  16.0    40.0  \n",
+       "208042  N12122    4576    EWR  GRR      95.0       605  16.0    47.0  \n",
+       "208047  N374NW     141    JFK  FLL     159.0      1069  16.0    51.0  \n",
+       "208063  N14907    4326    EWR  CLT     107.0       529  17.0     1.0  \n",
+       "208067  N14558    4596    EWR  STL     135.0       872  17.0     6.0  \n",
+       "208079  N938WN    3952    EWR  DEN     236.0      1605  17.0    15.0  \n",
+       "208082  N8EGMQ    4657    LGA  ATL     111.0       762  17.0    20.0  \n",
+       "208084  N14905    4092    EWR  DAY      87.0       533  17.0    21.0  \n",
+       "208108  N14562    4411    EWR  MEM     144.0       946  17.0    34.0  \n",
+       "208114  N387AA      85    JFK  SFO     384.0      2586  17.0    45.0  \n",
+       "208126  N14950    4702    EWR  GSO      71.0       445  17.0    57.0  \n",
+       "208145  N519AA    1905    EWR  DFW     188.0      1372  18.0    13.0  \n",
+       "208147  N14953    4571    EWR  SAV     106.0       708  18.0    14.0  \n",
+       "208153  N321NB    1863    JFK  SAT     204.0      1587  18.0    18.0  \n",
+       "208190  N602XJ    4120    JFK  CLE      75.0       425  18.0    54.0  \n",
+       "208195  N14153    4328    EWR  MSY     159.0      1167  18.0    56.0  \n",
+       "208203  N12967    4093    EWR  CVG      90.0       569  19.0     1.0  \n",
+       "208204  N226WN     504    EWR  MDW     107.0       711  19.0     1.0  \n",
+       "208209  N10575    4299    EWR  DCA      40.0       199  19.0     6.0  \n",
+       "208215  N13955    3828    EWR  DTW      71.0       488  19.0    11.0  \n",
+       "208226  N16919    3840    EWR  DCA      38.0       199  19.0    23.0  \n",
+       "208247  N76505    1637    EWR  TPA     152.0       997  19.0    42.0  \n",
+       "208254  N14116    4348    EWR  MCI     149.0      1092  19.0    49.0  \n",
+       "208270  N520MQ    4649    LGA  MSP     152.0      1020  20.0     1.0  \n",
+       "208275  N605LR    3403    JFK  MCI     153.0      1113  20.0    13.0  \n",
+       "208279  N16987    4131    EWR  RIC      47.0       277  20.0    20.0  \n",
+       "208281  N14974    4191    EWR  BNA     106.0       748  20.0    22.0  \n",
+       "208291  N11109    4361    EWR  TYS      97.0       631  20.0    40.0  \n",
+       "208302  N306JB     130    JFK  BUF      58.0       301  20.0    52.0  \n",
+       "208304  N909EV    5714    JFK  IAD      44.0       228  20.0    53.0  \n",
+       "208305  N8458A    4019    JFK  RIC      57.0       288  20.0    53.0  \n",
+       "208313  N11140    4204    EWR  OKC     179.0      1325  21.0     4.0  \n",
+       "208326  N26545    4370    EWR  CHS      89.0       628  21.0    22.0  \n",
+       "208340  N13914    4292    EWR  GSP      86.0       594  21.0    55.0  \n",
+       "208343  N14950    4700    EWR  CLT      77.0       529  22.0     2.0  \n",
+       "208345  N13968    4119    EWR  RIC      54.0       277  22.0    13.0  \n",
+       "208346  N10575    4117    EWR  ALB      30.0       143  22.0    14.0  \n",
+       "208347  N500MQ    4584    LGA  CLT      80.0       544  22.0    16.0  \n",
+       "208353  N3ERAA     753    LGA  DFW     184.0      1389  22.0    33.0  \n",
+       "208358  N14991    4536    EWR  CVG      90.0       569  22.0    45.0  \n",
+       "208360  N13978    4695    EWR  MHT      40.0       209  22.0    50.0  \n",
+       "208362  N14558    4400    EWR  DCA      37.0       199  22.0    55.0  \n",
+       "208363  N919DL    1854    LGA  FLL     143.0      1076  23.0     3.0  \n",
+       "208364  N13538    4368    EWR  DAY      82.0       533  23.0    44.0  \n",
+       "208365  N12967    4459    EWR  GSO      64.0       445  23.0    48.0  \n",
+       "208488  N13956    4471    EWR  CLT      77.0       529   7.0    34.0  \n",
+       "208563  N14179    4137    EWR  ATL     101.0       746   8.0    29.0  \n",
+       "208565  N655JB     611    JFK  JAX     104.0       828   8.0    30.0  \n",
+       "208581  N563UA     243    EWR  MCO     120.0       937   8.0    47.0  \n",
+       "208606  N423UA     709    LGA  ORD     110.0       733   8.0    59.0  \n",
+       "208615  N14905    4691    EWR  DAY      87.0       533   9.0    10.0  \n",
+       "208637  N75436    1648    EWR  SFO     334.0      2565   9.0    37.0  \n",
+       "208643  N12563    4409    EWR  RIC      51.0       277   9.0    47.0  \n",
+       "208721  N21197    4255    EWR  CHS      86.0       628  11.0    22.0  \n",
+       "208722  N914XJ    3300    JFK  DCA      40.0       213  11.0    23.0  \n",
+       "208734  N712JB     183    JFK  MCO     127.0       944  11.0    36.0  \n",
+       "208743  N827AS    5736    LGA  IAD      50.0       229  11.0    51.0  \n",
+       "208749  N13956    4711    EWR  STL     134.0       872  11.0    54.0  \n",
+       "208787  N691CA    5386    EWR  MSP     157.0      1008  12.0    49.0  \n",
+       "208816  N815UA     259    EWR  IAH     192.0      1400  13.0    17.0  \n",
+       "208821  N12957    3805    EWR  DTW      90.0       488  13.0    23.0  \n",
+       "208827  N906DL    1174    LGA  PBI     139.0      1035  13.0    28.0  \n",
+       "208841  N17984    4120    EWR  CMH      80.0       463  13.0    45.0  \n",
+       "208860  N14179    4567    EWR  MCI     149.0      1092  14.0     2.0  \n",
+       "208871  N713MQ    4426    LGA  CMH      74.0       479  14.0    11.0  \n",
+       "208873  N14905    4104    EWR  BNA     110.0       748  14.0    16.0  \n",
+       "208954  N502MQ    4588    LGA  MSP     148.0      1020  15.0    39.0  \n",
+       "208988  N16559    3829    EWR  IAD      42.0       212  16.0     1.0  \n",
+       "209034  N960DN    1982    LGA  MIA     145.0      1096  16.0    53.0  \n",
+       "209054  N338AA     133    JFK  LAX     316.0      2475  17.0     1.0  \n",
+       "209082  N3CFAA     854    JFK  BOS      33.0       187  17.0    28.0  \n",
+       "209089  N13955    4411    EWR  MEM     137.0       946  17.0    31.0  \n",
+       "209128  N585JB     185    JFK  SAN     313.0      2446  18.0    12.0  \n",
+       "209129  N850MQ    4403    JFK  RDU      66.0       427  18.0    12.0  \n",
+       "209178  N204FR     797    LGA  DEN     211.0      1620  18.0    59.0  \n",
+       "209209  N507MQ    3730    EWR  ORD     123.0       719  19.0    23.0  \n",
+       "209221  N834UA     346    EWR  LAX     319.0      2454  19.0    30.0  \n",
+       "209243  N973DL    2391    JFK  TPA     139.0      1005  19.0    53.0  \n",
+       "209244  N325NB     706    JFK  AUS     203.0      1521  19.0    54.0  \n",
+       "209254  N14960    4571    EWR  SAV     101.0       708  20.0     0.0  \n",
+       "209259  N14143    4131    EWR  RIC      49.0       277  20.0     7.0  \n",
+       "209299  N906DL    1854    LGA  FLL     143.0      1076  21.0    10.0  \n",
+       "209302  N13994    4117    EWR  ALB      29.0       143  21.0    11.0  \n",
+       "209306  N960DL     781    LGA  ATL      93.0       762  21.0    13.0  \n",
+       "209316  N11137    4370    EWR  CHS      88.0       628  21.0    29.0  \n",
+       "209318  N841UA     292    EWR  LAX     319.0      2454  21.0    44.0  \n",
+       "209319  N27190    4670    EWR  GRR      91.0       605  21.0    46.0  \n",
+       "209326  N11565    4700    EWR  CLT      82.0       529  22.0     4.0  \n",
+       "209331  N850MQ    4423    JFK  RDU      68.0       427  22.0    15.0  \n",
+       "209333  N524UA     345    EWR  TPA     129.0       997  22.0    20.0  \n",
+       "209334  N21154    4368    EWR  DAY      82.0       533  22.0    27.0  \n",
+       "209342  N27152    4419    EWR  MCI     144.0      1092  22.0    49.0  \n",
+       "209345  N812UA     849    EWR  MSY     159.0      1167  23.0    12.0  \n",
+       "209346  N505MQ    4584    LGA  CLT      78.0       544  23.0    24.0  \n",
+       "209502  N629JB     315    JFK  FLL     143.0      1069   8.0    26.0  \n",
+       "209636  N513MQ    3737    EWR  ORD     104.0       719  11.0    37.0  \n",
+       "209662  N481AA     321    LGA  ORD     108.0       733  12.0     6.0  \n",
+       "209673  N921XJ    3521    JFK  ORD     114.0       740  12.0    28.0  \n",
+       "209677  N712JB     523    EWR  MCO     124.0       937  12.0    36.0  \n",
+       "209682  N3AKAA    1871    LGA  MIA     143.0      1096  12.0    45.0  \n",
+       "209725  N515MQ    4658    LGA  ATL     106.0       762  13.0    38.0  \n",
+       "209816  N559JB     209    JFK  LGB     317.0      2465  15.0    28.0  \n",
+       "209823  N417UA     995    EWR  ORD     108.0       719  15.0    34.0  \n",
+       "209825  N320US    1331    LGA  MIA     143.0      1096  15.0    39.0  \n",
+       "209946  N638MQ    4146    JFK  CMH      75.0       483  17.0    43.0  \n",
+       "209949  N535UW      35    JFK  PHX     307.0      2153  17.0    46.0  \n",
+       "209950  N505MQ    4622    LGA  BNA      99.0       764  17.0    49.0  \n",
+       "209955  N8908D    4120    JFK  CLE      69.0       425  18.0     5.0  \n",
+       "209957  N963DL    1947    LGA  ATL     104.0       762  18.0     9.0  \n",
+       "210002  N195DN      17    JFK  LAX     321.0      2475  19.0     4.0  \n",
+       "210020  N413UA     203    EWR  SAN     325.0      2425  19.0    19.0  \n",
+       "210040  N905XJ    3542    JFK  MSP     149.0      1029  19.0    40.0  \n",
+       "210049  N5FNAA     543    JFK  MIA     143.0      1089  20.0     0.0  \n",
+       "210059  N27205    1523    EWR  PDX     305.0      2434  20.0    20.0  \n",
+       "210078  N76528    1558    EWR  MIA     139.0      1085  21.0     0.0  \n",
+       "210080  N39728    1134    EWR  SFO     340.0      2565  21.0    10.0  \n",
+       "210099  N844MQ    4449    JFK  DCA      48.0       213   0.0     3.0  \n",
+       "210100  N11191    4276    EWR  BDL      21.0       116   0.0    15.0  \n",
+       "210101  N750EV    5057    LGA  RIC      62.0       292   0.0    20.0  \n",
+       "210103  N754EV    5215    LGA  SYR      42.0       198   0.0    44.0  \n",
+       "210105  N326US     985    JFK  BOS      35.0       187   2.0    41.0  \n",
+       "210174  N3HEAA     257    JFK  LAS     323.0      2248   7.0    13.0  \n",
+       "210292  N5EYAA     655    JFK  STT     195.0      1623   9.0     4.0  \n",
+       "210406  N546MQ    3795    EWR  ORD     106.0       719  11.0    44.0  \n",
+       "210424  N514UA     220    EWR  SFO     315.0      2565  12.0     4.0  \n",
+       "210434  N510MQ    3792    JFK  DCA      52.0       213  12.0    18.0  \n",
+       "210446  N840UA     701    EWR  ORD     116.0       719  12.0    36.0  \n",
+       "210455  N319NB     401    EWR  ATL     103.0       746  12.0    50.0  \n",
+       "210475  N438AA     327    LGA  ORD     108.0       733  13.0    12.0  \n",
+       "210479  N916DE    2219    LGA  MSP     164.0      1020  13.0    15.0  \n",
+       "210488  N14991    4180    EWR  CLT      80.0       529  13.0    23.0  \n",
+       "210501  N320US    1031    LGA  DTW      76.0       502  13.0    43.0  \n",
+       "210514  N3FBAA    2099    LGA  MIA     141.0      1096  13.0    59.0  \n",
+       "210526  N13978    3850    EWR  DCA      41.0       199  14.0    11.0  \n",
+       "210531  N925AT     348    LGA  ATL     112.0       762  14.0    18.0  \n",
+       "210593  N646DL    2247    LGA  ATL     111.0       762  15.0    24.0  \n",
+       "210602  N753EV    4975    EWR  MSP       NaN      1008  15.0    33.0  \n",
+       "210606  N336NW    1331    LGA  MIA     144.0      1096  15.0    44.0  \n",
+       "210617  N14105    4181    EWR  MCI     146.0      1092  15.0    53.0  \n",
+       "210625  N934XJ    3404    JFK  BOS      41.0       187  15.0    59.0  \n",
+       "210626  N800AY    3638    JFK  PHL      32.0        94  16.0     0.0  \n",
+       "210638  N14573    3854    EWR  IAD      41.0       212  16.0     8.0  \n",
+       "210645  N12160    4206    EWR  CHS      86.0       628  16.0    13.0  \n",
+       "210647  N939AT     742    LGA  CAK      59.0       397  16.0    16.0  \n",
+       "210652  N13550    4701    EWR  CMH      70.0       463  16.0    18.0  \n",
+       "210655  N11536    4326    EWR  CLT      86.0       529  16.0    25.0  \n",
+       "210663  N16170    4133    EWR  PVD      37.0       160  16.0    36.0  \n",
+       "210669  N13553    4231    EWR  CVG      89.0       569  16.0    40.0  \n",
+       "210673  N325NB    2043    JFK  ATL     107.0       760  16.0    46.0  \n",
+       "210677  N377DA    2143    JFK  ATL     110.0       760  16.0    50.0  \n",
+       "210697  N6EAMQ    4669    LGA  ATL     118.0       762  17.0    12.0  \n",
+       "210701  N3GHAA     854    JFK  BOS      35.0       187  17.0    15.0  \n",
+       "210702  N687DL     847    LGA  ATL     110.0       762  17.0    17.0  \n",
+       "210703  N922XJ    3315    JFK  MSP     157.0      1029  17.0    17.0  \n",
+       "210705  N13970    4596    EWR  STL     138.0       872  17.0    19.0  \n",
+       "210712  N16541    4411    EWR  MEM     139.0       946  17.0    23.0  \n",
+       "210714  N601LR    3412    JFK  RDU      70.0       427  17.0    26.0  \n",
+       "210716  N334NB    1942    EWR  ATL     106.0       746  17.0    29.0  \n",
+       "210717  N553UW      35    JFK  PHX     296.0      2153  17.0    30.0  \n",
+       "210719  N13914    3839    EWR  DCA      42.0       199  17.0    31.0  \n",
+       "210728  N329NW    1619    LGA  MSP     139.0      1020  17.0    42.0  \n",
+       "210731  N13988    4364    EWR  ROC      42.0       246  17.0    45.0  \n",
+       "210734  N14972    4571    EWR  SAV     101.0       708  17.0    46.0  \n",
+       "210736  N258JB    1012    JFK  BOS      33.0       187  17.0    47.0  \n",
+       "210744  N3744F    1621    JFK  DEN     241.0      1626  17.0    59.0  \n",
+       "210751  N13124    4517    EWR  MSP     150.0      1008  18.0     5.0  \n",
+       "210752  N358JB    1085    JFK  CLT      79.0       541  18.0     5.0  \n",
+       "210755  N505MQ    4657    LGA  ATL     109.0       762  18.0    12.0  \n",
+       "210759  N645DL    1499    LGA  ATL     103.0       762  18.0    17.0  \n",
+       "210760  N14952    4202    EWR  STL     126.0       872  18.0    17.0  \n",
+       "210763  N929XJ    3459    JFK  BNA     104.0       765  18.0    19.0  \n",
+       "210767  N290WN     717    EWR  HOU     198.0      1411  18.0    23.0  \n",
+       "210769  N628MQ    4323    JFK  ORF      49.0       290  18.0    24.0  \n",
+       "210772  N750EV    4974    LGA  BNA     109.0       764  18.0    25.0  \n",
+       "210773  N840MQ    4410    JFK  DCA      49.0       213  18.0    25.0  \n",
+       "210776  N679MQ    4255    JFK  BNA     107.0       765  18.0    30.0  \n",
+       "210777  N267JB     915    JFK  ORD     109.0       740  18.0    31.0  \n",
+       "210778  N313US    2331    LGA  DTW      77.0       502  18.0    32.0  \n",
+       "210783  N238JB      24    JFK  SYR      47.0       209  18.0    35.0  \n",
+       "210787  N937DN    2042    EWR  ATL     104.0       746  18.0    40.0  \n",
+       "210792  N3BGAA    1901    JFK  IAH     207.0      1417  18.0    44.0  \n",
+       "210794  N304JB     618    JFK  PWM      47.0       273  18.0    46.0  \n",
+       "210796  N604AW     449    EWR  CLT      73.0       529  18.0    50.0  \n",
+       "210798  N13978    3847    EWR  GSO      66.0       445  18.0    52.0  \n",
+       "210803  N328JB    1176    EWR  BOS      47.0       200  18.0    58.0  \n",
+       "210808  N971DL    1585    LGA  MCO     126.0       950  19.0     2.0  \n",
+       "210809  N5FFAA     543    JFK  MIA     143.0      1089  19.0     2.0  \n",
+       "210814  N16919    3853    EWR  CMH      74.0       463  19.0     5.0  \n",
+       "210815  N3745B    1394    JFK  PDX     298.0      2454  19.0     8.0  \n",
+       "210818  N14991    3840    EWR  DCA      42.0       199  19.0     9.0  \n",
+       "210824  N10156    4532    EWR  CHS      89.0       628  19.0    18.0  \n",
+       "210828  N11548    4300    EWR  RIC      49.0       277  19.0    22.0  \n",
+       "210831  N906WN     504    EWR  MDW     106.0       711  19.0    25.0  \n",
+       "210837  N179JB    1111    JFK  RDU      79.0       427  19.0    29.0  \n",
+       "210840  N336AA     177    JFK  SFO     360.0      2586  19.0    31.0  \n",
+       "210841  N538UA     340    EWR  SFO     349.0      2565  19.0    31.0  \n",
+       "210845  N562UA     468    EWR  LAX     352.0      2454  19.0    32.0  \n",
+       "210849  N8907A    4277    JFK  ORF      48.0       290  19.0    39.0  \n",
+       "210851  N319NB     926    EWR  ATL      97.0       746  19.0    43.0  \n",
+       "210863  N642VA      29    JFK  SFO     365.0      2586  19.0    56.0  \n",
+       "210864  N374NW    1715    LGA  MSY     151.0      1183  19.0    57.0  \n",
+       "210865  N944DL    2391    JFK  TPA     135.0      1005  19.0    58.0  \n",
+       "210866  N935XJ    3383    JFK  CVG      86.0       589  19.0    59.0  \n",
+       "210870  N525VA     169    EWR  LAX     358.0      2454  20.0     1.0  \n",
+       "210873  N703TW    1465    JFK  SFO     349.0      2586  20.0     5.0  \n",
+       "210875  N934FJ    2751    LGA  CLT      77.0       544  20.0     6.0  \n",
+       "210877  N542MQ    3730    EWR  ORD     103.0       719  20.0     8.0  \n",
+       "210878  N3CVAA     145    JFK  SAN     331.0      2446  20.0     9.0  \n",
+       "210879  N36469    1586    EWR  DEN     257.0      1605  20.0     9.0  \n",
+       "210892  N3734B     245    JFK  PHX     309.0      2153  20.0    23.0  \n",
+       "210893  N320NB    2457    JFK  MSY     152.0      1182  20.0    25.0  \n",
+       "210894  N909XJ    3403    JFK  MCI     146.0      1113  20.0    26.0  \n",
+       "210895  N968AT     623    LGA  ATL     103.0       762  20.0    27.0  \n",
+       "210896  N800AY    3691    JFK  CHS      94.0       636  20.0    31.0  \n",
+       "210897  N508UA     389    JFK  SFO     388.0      2586  20.0    31.0  \n",
+       "210898  N11137    4348    EWR  MCI     149.0      1092  20.0    32.0  \n",
+       "210900  N36444    1635    EWR  PHX     313.0      2133  20.0    35.0  \n",
+       "210901  N958DL     947    LGA  ATL     102.0       762  20.0    36.0  \n",
+       "210903  N3740C    2159    JFK  MCO     121.0       944  20.0    37.0  \n",
+       "210906  N517JB     155    JFK  MCO     125.0       944  20.0    39.0  \n",
+       "210907  N939AT     645    LGA  ATL     100.0       762  20.0    40.0  \n",
+       "210908  N913DE    1435    LGA  TPA     139.0      1010  20.0    41.0  \n",
+       "210909  N16170    4204    EWR  OKC     183.0      1325  20.0    45.0  \n",
+       "210912  N13550    4361    EWR  TYS      97.0       631  20.0    47.0  \n",
+       "210914  N913XJ    3525    JFK  ORD     104.0       740  20.0    52.0  \n",
+       "210919  N926XJ    3367    JFK  CVG      85.0       589  20.0    56.0  \n",
+       "210922  N839AY    4019    JFK  RIC      56.0       288  21.0     1.0  \n",
+       "210924  N601XJ    4127    JFK  IAD      46.0       228  21.0     2.0  \n",
+       "210925  N3GNAA    1709    LGA  MIA     140.0      1096  21.0     2.0  \n",
+       "210927  N754UW    2189    LGA  DCA      39.0       214  21.0     5.0  \n",
+       "210930  N34110    4370    EWR  CHS      88.0       628  21.0    10.0  \n",
+       "210931  N540UA     676    EWR  SFO     346.0      2565  21.0    10.0  \n",
+       "210932  N593JB     527    EWR  MCO     123.0       937  21.0    11.0  \n",
+       "210933  N16147    4533    LGA  CLE      62.0       419  21.0    12.0  \n",
+       "210934  N12160    4333    EWR  TUL     166.0      1215  21.0    13.0  \n",
+       "210936  N649JB     649    JFK  SFO     338.0      2586  21.0    23.0  \n",
+       "210939  N11536    4117    EWR  ALB      34.0       143  21.0    25.0  \n",
+       "210940  N429UA     345    EWR  TPA     138.0       997  21.0    28.0  \n",
+       "210941  N458UA     604    EWR  IAH     187.0      1400  21.0    28.0  \n",
+       "210942  N518UA     771    JFK  LAX     328.0      2475  21.0    28.0  \n",
+       "210945  N901XJ    3416    JFK  RDU      65.0       427  21.0    33.0  \n",
+       "210946  N8673D    3899    JFK  CLE      70.0       425  21.0    34.0  \n",
+       "210949  N178JB    1016    JFK  BOS      43.0       187  21.0    38.0  \n",
+       "210950  N355JB     917    JFK  ORD     108.0       740  21.0    40.0  \n",
+       "210952  N833AS    5714    JFK  IAD      42.0       228  21.0    41.0  \n",
+       "210953  N908XJ    3450    JFK  JAX     108.0       828  21.0    42.0  \n",
+       "210954  N827MQ    4423    JFK  RDU      66.0       427  21.0    47.0  \n",
+       "210955  N12126    4329    EWR  IND      87.0       645  21.0    48.0  \n",
+       "210956  N3730B    1729    JFK  LAS     318.0      2248  21.0    50.0  \n",
+       "210957  N789SW     490    EWR  MDW     105.0       711  21.0    50.0  \n",
+       "210958  N193JB     115    JFK  MSY     178.0      1182  21.0    51.0  \n",
+       "210959  N920XJ    3395    JFK  DCA      38.0       213  21.0    53.0  \n",
+       "210961  N850MQ    3944    JFK  BWI      40.0       184  21.0    55.0  \n",
+       "210963  N192JB    1178    EWR  BOS      45.0       200  21.0    57.0  \n",
+       "210964  N818UA     994    EWR  BOS      42.0       200  22.0     1.0  \n",
+       "210965  N13553    4247    EWR  DTW      77.0       488  22.0     4.0  \n",
+       "210966  N73276    1178    EWR  SFO     352.0      2565  22.0     7.0  \n",
+       "210969  N76522    1625    EWR  LAX     332.0      2454  22.0    11.0  \n",
+       "210970  N494UA     273    EWR  FLL     134.0      1065  22.0    13.0  \n",
+       "210972  N13965    4106    EWR  GSO      70.0       445  22.0    14.0  \n",
+       "210974  N18557    4368    EWR  DAY      76.0       533  22.0    16.0  \n",
+       "210978  N364NW    1247    LGA  ATL     103.0       762  22.0    21.0  \n",
+       "210979  N14105    4419    EWR  MCI     157.0      1092  22.0    30.0  \n",
+       "210980  N543MQ    4584    LGA  CLT      74.0       544  22.0    32.0  \n",
+       "210981  N829UA     768    EWR  BOS      49.0       200  22.0    34.0  \n",
+       "210982  N238JB     619    JFK  JAX     111.0       828  22.0    38.0  \n",
+       "210984  N972DL    1147    LGA  ATL     103.0       762  22.0    40.0  \n",
+       "210985  N304JB      10    JFK  BUF      50.0       301  22.0    42.0  \n",
+       "210986  N16981    4695    EWR  MHT      40.0       209  22.0    43.0  \n",
+       "210987  N711ZX    2363    JFK  LAX     328.0      2475  22.0    44.0  \n",
+       "210990  N12564    4378    EWR  BTV      60.0       266  22.0    48.0  \n",
+       "210991  N12967    4700    EWR  CLT     101.0       529  22.0    51.0  \n",
+       "210992  N663JB      29    JFK  TPA     132.0      1005  22.0    59.0  \n",
+       "210995  N294JB    1109    JFK  RDU      64.0       427  23.0    10.0  \n",
+       "210996  N728SW    1731    LGA  MDW     104.0       725  23.0    12.0  \n",
+       "210999  N36915    3807    EWR  PVD      36.0       160  23.0    28.0  \n",
+       "211009  N73299    1178    EWR  SFO     331.0      2565   0.0    21.0  \n",
+       "211010  N13124    4672    EWR  STL     129.0       872   0.0    37.0  \n",
+       "211011  N709EV    5215    LGA  SYR      64.0       198   0.0    40.0  \n",
+       "211012  N510MQ    4660    LGA  BNA     101.0       764   0.0    43.0  \n",
+       "211013  N593JB     739    JFK  PSE     200.0      1617   1.0     6.0  \n",
+       "211128  N834AS    5716    JFK  IAD      42.0       228   7.0    27.0  \n",
+       "211149  N190UW    1032    EWR  CLT      72.0       529   7.0    46.0  \n",
+       "211207  N983DL    2003    LGA  MIA     150.0      1096   8.0    31.0  \n",
+       "211285  N18557    4150    EWR  MHT      36.0       209   9.0    53.0  \n",
+       "211319  N534MQ    4582    LGA  CLT      75.0       544  10.0    27.0  \n",
+       "211325  N13965    4691    EWR  DAY      75.0       533  10.0    33.0  \n",
+       "211341  N15555    4608    LGA  CLE      62.0       419  10.0    57.0  \n",
+       "211345  N721MQ    4558    LGA  CLE      64.0       419  11.0     1.0  \n",
+       "211349  N14904    4298    EWR  SAV     102.0       708  11.0     5.0  \n",
+       "211350  N311US    2319    LGA  MSP     141.0      1020  11.0     6.0  \n",
+       "211354  N617MQ    4518    LGA  RDU      66.0       431  11.0    14.0  \n",
+       "211366  N493AA     321    LGA  ORD     109.0       733  11.0    32.0  \n",
+       "211368  N832AS    5736    LGA  IAD      43.0       229  11.0    40.0  \n",
+       "211369  N535MQ    4670    LGA  BNA     100.0       764  11.0    40.0  \n",
+       "211396  N758EV    5596    LGA  MEM     132.0       963  12.0    15.0  \n",
+       "211415  N963UW    2124    LGA  BOS      43.0       184  12.0    35.0  \n",
+       "211445  N723MQ    4553    LGA  CLE      64.0       419  13.0    11.0  \n",
+       "211446  N939AT     347    LGA  ATL     106.0       762  13.0    12.0  \n",
+       "211449  N200PQ    5386    EWR  MSP     135.0      1008  13.0    17.0  \n",
+       "211467  N720MQ    4431    LGA  RDU      74.0       431  13.0    38.0  \n",
+       "211475  N295WN     163    LGA  MKE      97.0       738  13.0    53.0  \n",
+       "211495  N12921    4104    EWR  BNA     105.0       748  14.0    13.0  \n",
+       "211497  N691CA    4898    EWR  ATL     105.0       746  14.0    19.0  \n",
+       "211503  N505JB    1601    LGA  RSW     157.0      1080  14.0    23.0  \n",
+       "211513  N8525B    3867    EWR  CVG      92.0       569  14.0    34.0  \n",
+       "211523  N308AT     348    LGA  ATL     105.0       762  14.0    45.0  \n",
+       "211532  N8432A    3638    JFK  PHL      27.0        94  14.0    51.0  \n",
+       "211534  N735MQ    4491    LGA  CLE      62.0       419  14.0    51.0  \n",
+       "211553  N721MQ    4564    LGA  DTW      78.0       502  15.0     0.0  \n",
+       "211563  N13965    4687    EWR  CVG      92.0       569  15.0    20.0  \n",
+       "211567  N522MQ    4577    LGA  CLT      82.0       544  15.0    24.0  \n",
+       "211572  N11551    4284    EWR  ROC      42.0       246  15.0    31.0  \n",
+       "211575  N988AT     721    LGA  CAK      55.0       397  15.0    36.0  \n",
+       "211605  N320NB    1231    LGA  DTW      74.0       502  15.0    57.0  \n",
+       "211607  N983DL    1819    LGA  MSP     141.0      1020  15.0    58.0  \n",
+       "211617  N408UA     741    LGA  ORD     100.0       733  16.0     6.0  \n",
+       "211624  N830AS    5699    LGA  IAD      43.0       229  16.0    14.0  \n",
+       "211625  N722MQ    4429    LGA  CMH      73.0       479  16.0    15.0  \n",
+       "211630  N982DL    2181    LGA  MCO     138.0       950  16.0    19.0  \n",
+       "211633  N553UA     745    LGA  DEN     212.0      1620  16.0    20.0  \n",
+       "211645  N8721B    4203    JFK  IND     102.0       665  16.0    31.0  \n",
+       "211656  N537MQ    4579    LGA  CLT      76.0       544  16.0    43.0  \n",
+       "211663  N909XJ    3325    JFK  DFW     191.0      1391  16.0    49.0  \n",
+       "211668  N713MQ    4525    LGA  XNA     161.0      1147  16.0    54.0  \n",
+       "211681  N36207    1290    LGA  CLE      64.0       419  16.0    59.0  \n",
+       "211689  N510MJ    3791    LGA  IAD      43.0       229  17.0     4.0  \n",
+       "211692  N915XJ    3315    JFK  MSP     133.0      1029  17.0     6.0  \n",
+       "211704  N510MQ    4657    LGA  ATL     118.0       762  17.0    17.0  \n",
+       "211733  N519JB     377    LGA  FLL     165.0      1076  17.0    45.0  \n",
+       "211734  N711MQ    4540    LGA  DTW      80.0       502  17.0    50.0  \n",
+       "211741  N603JB     985    LGA  TPA     152.0      1010  17.0    58.0  \n",
+       "211743  N723MQ    4415    LGA  RDU      69.0       431  17.0    59.0  \n",
+       "211747  N970AT     716    LGA  ATL     116.0       762  18.0     4.0  \n",
+       "211749  N350NA    1935    LGA  TPA     143.0      1010  18.0     7.0  \n",
+       "211758  N618JB     369    LGA  PBI     147.0      1035  18.0    15.0  \n",
+       "211778  N709EV    4971    LGA  CHS      90.0       641  18.0    31.0  \n",
+       "211793  N13133    4328    EWR  MSY     153.0      1167  18.0    44.0  \n",
+       "211806  N73283    1269    EWR  PBI     151.0      1023  18.0    59.0  \n",
+       "211811  N336NW     884    LGA  DEN     233.0      1620  19.0     1.0  \n",
+       "211817  N356AA      85    JFK  SFO     334.0      2586  19.0     5.0  \n",
+       "211825  N7702A    1596    EWR  STL     118.0       872  19.0    10.0  \n",
+       "211834  N210WN    3962    LGA  MDW     104.0       725  19.0    24.0  \n",
+       "211845  N943DL    2131    LGA  DTW      73.0       502  19.0    34.0  \n",
+       "211851  N632JB     391    LGA  MCO     135.0       950  19.0    38.0  \n",
+       "211853  N218FR     797    LGA  DEN     211.0      1620  19.0    41.0  \n",
+       "211855  N149AT     722    LGA  ATL     106.0       762  19.0    43.0  \n",
+       "211861  N8EGMQ    4626    LGA  CMH      67.0       479  19.0    47.0  \n",
+       "211862  N543MQ    4601    LGA  RDU      64.0       431  19.0    49.0  \n",
+       "211877  N13908    3840    EWR  DCA      46.0       199  20.0     6.0  \n",
+       "211882  N927XJ    3455    JFK  PIT      61.0       340  20.0    11.0  \n",
+       "211885  N924XJ    3367    JFK  CVG      81.0       589  20.0    13.0  \n",
+       "211899  N933WN    3135    LGA  MKE     100.0       738  20.0    28.0  \n",
+       "211900  N988AT     645    LGA  ATL     103.0       762  20.0    34.0  \n",
+       "211912  N923DL    2139    LGA  MIA       NaN      1096  20.0    46.0  \n",
+       "211914  N505MQ    4674    LGA  CLE      59.0       419  20.0    48.0  \n",
+       "211918  N848UA     612    EWR  LAX     314.0      2454  20.0    51.0  \n",
+       "211921  N14250    1112    LGA  ORD     104.0       733  20.0    54.0  \n",
+       "211922  N12567    4361    EWR  TYS      86.0       631  20.0    55.0  \n",
+       "211923  N3DFAA     791    LGA  DFW     183.0      1389  20.0    56.0  \n",
+       "211926  N730EV    5168    LGA  GSO      66.0       461  20.0    59.0  \n",
+       "211927  N411UA     614    EWR  FLL     149.0      1065  21.0     0.0  \n",
+       "211929  N328NW     985    JFK  BOS      34.0       187  21.0     6.0  \n",
+       "211935  N918XJ    3450    JFK  JAX     111.0       828  21.0    15.0  \n",
+       "211937  N850MQ    4569    LGA  RDU      63.0       431  21.0    16.0  \n",
+       "211941  N12569    4088    LGA  CLE      62.0       419  21.0    24.0  \n",
+       "211944  N14959    4292    EWR  GSP      85.0       594  21.0    29.0  \n",
+       "211947  N663JB     381    LGA  FLL     159.0      1076  21.0    32.0  \n",
+       "211951  N561JB     179    JFK  PHX     290.0      2153  21.0    37.0  \n",
+       "211952  N8747B    4033    LGA  TYS      90.0       647  21.0    39.0  \n",
+       "211960  N22971    3267    EWR  PWM      48.0       284  22.0     3.0  \n",
+       "211965  N630JB     399    LGA  MCO     125.0       950  22.0    26.0  \n",
+       "211966  N14902    4368    EWR  DAY      77.0       533  22.0    28.0  \n",
+       "211967  N723MQ    4573    LGA  DTW      74.0       502  22.0    33.0  \n",
+       "211969  N21537    4312    EWR  DCA      36.0       199  22.0    44.0  \n",
+       "211972  N535MQ    4649    LGA  MSP     144.0      1020  22.0    49.0  \n",
+       "211975  N613JB     383    LGA  FLL     147.0      1076  22.0    53.0  \n",
+       "211978  N914XJ    3416    JFK  RDU      61.0       427  23.0    12.0  \n",
+       "211979  N13908    3807    EWR  PVD      33.0       160  23.0    42.0  \n",
+       "211992  N284JB      30    JFK  ROC      43.0       264   1.0    10.0  \n",
+       "212228  N8611A    3879    EWR  CVG      86.0       569   9.0     7.0  \n",
+       "212271  N602LR    3353    JFK  DTW      82.0       509   9.0    56.0  \n",
+       "212280  N748EV    5025    LGA  BTV      47.0       258  10.0     1.0  \n",
+       "212388  N933XJ    3521    JFK  ORD     108.0       740  12.0    18.0  \n",
+       "212399  N987DL    1875    LGA  TPA     139.0      1010  12.0    43.0  \n",
+       "212458  N529AA     327    LGA  ORD     114.0       733  13.0    54.0  \n",
+       "212479  N906XJ    3381    JFK  BOS      33.0       187  14.0    15.0  \n",
+       "212490  N346NB    1174    LGA  PBI     138.0      1035  14.0    31.0  \n",
+       "212598  N339NW    1779    LGA  FLL     146.0      1076  16.0    13.0  \n",
+       "212611  N850MQ    4447    LGA  RDU      67.0       431  16.0    27.0  \n",
+       "212619  N11165    4133    EWR  PVD      32.0       160  16.0    32.0  \n",
+       "212621  N13550    4326    EWR  CLT      76.0       529  16.0    33.0  \n",
+       "212625  N38417    1289    EWR  LAS     300.0      2227  16.0    37.0  \n",
+       "212637  N840AY    4203    JFK  IND      95.0       665  16.0    58.0  \n",
+       "212641  N603JB     537    EWR  TPA     139.0       997  16.0    59.0  \n",
+       "212647  N935XJ    3523    JFK  ORD     110.0       740  17.0     1.0  \n",
+       "212665  N849UA     205    EWR  IAH     182.0      1400  17.0    19.0  \n",
+       "212669  N901XJ    3315    JFK  MSP     148.0      1029  17.0    22.0  \n",
+       "212679  N11155    4572    EWR  GSP      82.0       594  17.0    29.0  \n",
+       "212684  N907XJ    3318    JFK  BUF      53.0       301  17.0    31.0  \n",
+       "212711  N11536    4300    EWR  RIC      57.0       277  17.0    56.0  \n",
+       "212714  N317US    1619    LGA  MSP     144.0      1020  17.0    59.0  \n",
+       "212718  N7735A     197    LGA  STL     127.0       888  18.0     2.0  \n",
+       "212719  N906XJ    3410    JFK  BOS       NaN       187  18.0     6.0  \n",
+       "212720  N14148    4517    EWR  MSP     157.0      1008  18.0     8.0  \n",
+       "212722  N12225    1705    LGA  IAH     186.0      1416  18.0     8.0  \n",
+       "212724  N17169    4411    EWR  MEM     159.0       946  18.0     9.0  \n",
+       "212733  N333NB    2042    EWR  ATL     100.0       746  18.0    18.0  \n",
+       "212735  N14993    3825    EWR  STL     125.0       872  18.0    19.0  \n",
+       "212738  N19554    4658    EWR  CHS      88.0       628  18.0    24.0  \n",
+       "212790  N934FJ    2751    LGA  CLT      76.0       544  19.0     8.0  \n",
+       "212793  N328NW     141    JFK  FLL     145.0      1069  19.0    18.0  \n",
+       "212805  N507MQ    3730    EWR  ORD     104.0       719  19.0    27.0  \n",
+       "212809  N14952    4663    EWR  BNA     120.0       748  19.0    30.0  \n",
+       "212812  N779JB    1111    JFK  RDU      65.0       427  19.0    34.0  \n",
+       "212836  N760EV    5562    LGA  BGR      54.0       378  19.0    59.0  \n",
+       "212840  N602LR    3285    JFK  DTW      83.0       509  20.0     6.0  \n",
+       "212863  N8797A    4019    JFK  RIC      50.0       288  20.0    32.0  \n",
+       "212865  N556JB     381    LGA  FLL     139.0      1076  20.0    36.0  \n",
+       "212866  N14177    4204    EWR  OKC     180.0      1325  20.0    37.0  \n",
+       "212868  N332NB    2457    JFK  MSY     150.0      1182  20.0    41.0  \n",
+       "212872  N930XJ    3403    JFK  MCI     151.0      1113  20.0    51.0  \n",
+       "212879  N13716    1703    EWR  BOS      48.0       200  21.0     3.0  \n",
+       "212880  N335AA      21    JFK  LAX     324.0      2475  21.0     4.0  \n",
+       "212882  N545AA    2075    EWR  DFW     194.0      1372  21.0     7.0  \n",
+       "212883  N500MQ    3783    JFK  CMH      70.0       483  21.0     7.0  \n",
+       "212884  N636VA     415    JFK  LAX     320.0      2475  21.0     9.0  \n",
+       "212885  N919XJ    3416    JFK  RDU      63.0       427  21.0    11.0  \n",
+       "212897  N8942A    3899    JFK  CLE      68.0       425  21.0    28.0  \n",
+       "212902  N203JB     917    JFK  ORD     117.0       740  21.0    35.0  \n",
+       "212903  N13949    4361    EWR  TYS      87.0       631  21.0    36.0  \n",
+       "212904  N907XJ    3450    JFK  JAX     107.0       828  21.0    38.0  \n",
+       "212906  N346JB    1016    JFK  BOS      53.0       187  21.0    42.0  \n",
+       "212909  N37298    1071    EWR  BQN     196.0      1585  21.0    44.0  \n",
+       "212913  N12996    4117    EWR  ALB      34.0       143  21.0    54.0  \n",
+       "212915  N15572    4645    EWR  JAX     109.0       820  21.0    54.0  \n",
+       "212919  N982DL    1585    LGA  MCO     127.0       950  22.0     1.0  \n",
+       "212921  N14959    4700    EWR  CLT      73.0       529  22.0     8.0  \n",
+       "212924  N21197    4333    EWR  TUL     166.0      1215  22.0    12.0  \n",
+       "212928  N351JB    1178    EWR  BOS      45.0       200  22.0    16.0  \n",
+       "212931  N955UW    2144    LGA  BOS      42.0       184  22.0    33.0  \n",
+       "212954  N27200    4361    EWR  TYS      94.0       631   0.0     1.0  \n",
+       "212957  N500MQ    4660    LGA  BNA     103.0       764   0.0     2.0  \n",
+       "212958  N298JB     608    JFK  PWM      42.0       273   0.0     4.0  \n",
+       "212959  N294JB     112    JFK  BUF      55.0       301   0.0    11.0  \n",
+       "212960  N712EV    5215    LGA  SYR      33.0       198   0.0    39.0  \n",
+       "212961  N324JB    1109    JFK  RDU      63.0       427   1.0    23.0  \n",
+       "212962  N77510    1112    LGA  ORD     109.0       733   1.0    46.0  \n",
+       "212963  N594JB     383    LGA  FLL     138.0      1076   2.0     4.0  \n",
+       "213112  N825MH    1743    JFK  ATL      94.0       760   7.0    58.0  \n",
+       "213131  N606JB      49    JFK  PBI     138.0      1028   8.0    12.0  \n",
+       "213167  N12126    4393    EWR  IND      94.0       645   8.0    37.0  \n",
+       "213210  N592JB     281    JFK  MCO     127.0       944   9.0    20.0  \n",
+       "213267  N11191    4364    EWR  MCI     148.0      1092  10.0    24.0  \n",
+       "213269  N12540    4548    EWR  RDU      63.0       416  10.0    25.0  \n",
+       "213285  N584AA    1739    EWR  DFW       NaN      1372  10.0    45.0  \n",
+       "213310  N523UW     196    JFK  PHX     279.0      2153  11.0    18.0  \n",
+       "213312  N16999    4255    EWR  CHS      88.0       628  11.0    24.0  \n",
+       "213316  N8940E    3608    JFK  PHL      26.0        94  11.0    27.0  \n",
+       "213382  N910AT     347    LGA  ATL     109.0       762  12.0    55.0  \n",
+       "213401  N132EV    5386    EWR  MSP     132.0      1008  13.0    16.0  \n",
+       "213453  N730SW     149    EWR  MDW     110.0       711  14.0    19.0  \n",
+       "213464  N989AT     348    LGA  ATL     109.0       762  14.0    32.0  \n",
+       "213501  N468UA     394    LGA  ORD     107.0       733  15.0    13.0  \n",
+       "213514  N17104    1455    EWR  ORD     106.0       719  15.0    32.0  \n",
+       "213515  N14904    3841    EWR  MHT      38.0       209  15.0    33.0  \n",
+       "213522  N730EV    4975    EWR  MSP     133.0      1008  15.0    45.0  \n",
+       "213529  N833UA     522    LGA  ORD     111.0       733  15.0    51.0  \n",
+       "213530  N16911    4231    EWR  RDU      65.0       416  15.0    53.0  \n",
+       "213540  N19554    4284    EWR  ROC      50.0       246  15.0    58.0  \n",
+       "213550  N963UW    2132    LGA  BOS      34.0       184  16.0     9.0  \n",
+       "213551  N754EV    4971    LGA  CHS      87.0       641  16.0    10.0  \n",
+       "213567  N4XSAA     337    LGA  ORD     108.0       733  16.0    30.0  \n",
+       "213571  N917XJ    3318    JFK  BUF      50.0       301  16.0    33.0  \n",
+       "213587  N13553    4096    EWR  ATL     128.0       746  16.0    46.0  \n",
+       "213599  N855UA     597    EWR  ORD     108.0       719  16.0    59.0  \n",
+       "213601  N22909    4596    EWR  STL     138.0       872  17.0     0.0  \n",
+       "213604  N628MQ    3985    JFK  CVG     107.0       589  17.0     2.0  \n",
+       "213606  N358NB    1942    EWR  ATL     135.0       746  17.0     9.0  \n",
+       "213608  N16999    3829    EWR  IAD      41.0       212  17.0     9.0  \n",
+       "213610  N514UA     588    EWR  BOS      36.0       200  17.0    10.0  \n",
+       "213629  N493AA     341    LGA  ORD     115.0       733  17.0    30.0  \n",
+       "213631  N520UW      35    JFK  PHX     291.0      2153  17.0    31.0  \n",
+       "213635  N902XJ    3315    JFK  MSP     152.0      1029  17.0    32.0  \n",
+       "213639  N528MQ    3695    EWR  ORD     110.0       719  17.0    32.0  \n",
+       "213644  N555AA     343    LGA  ORD     116.0       733  17.0    38.0  \n",
+       "213655  N919XJ    3459    JFK  BNA     136.0       765  17.0    52.0  \n",
+       "213656  N956DL    2181    LGA  MCO     124.0       950  17.0    53.0  \n",
+       "213659  N918XJ    3410    JFK  BOS      34.0       187  17.0    54.0  \n",
+       "213666  N16709    1253    EWR  ORD     112.0       719  18.0     1.0  \n",
+       "213667  N667DN    2347    LGA  ATL     150.0       762  18.0     3.0  \n",
+       "213671  N187JB    1085    JFK  CLT      76.0       541  18.0     9.0  \n",
+       "213672  N198JB     915    JFK  ORD     129.0       740  18.0     9.0  \n",
+       "213681  N284JB    1012    JFK  BOS      35.0       187  18.0    19.0  \n",
+       "213684  N31412    1712    EWR  IAH     199.0      1400  18.0    21.0  \n",
+       "213686  N192JB    1180    EWR  BOS      40.0       200  18.0    24.0  \n",
+       "213690  N923XJ    3523    JFK  ORD     130.0       740  18.0    27.0  \n",
+       "213695  N928XJ    3383    JFK  CVG     112.0       589  18.0    29.0  \n",
+       "213700  N659MQ    4323    JFK  ORF      48.0       290  18.0    32.0  \n",
+       "213703  N955UW    2136    LGA  BOS      37.0       184  18.0    35.0  \n",
+       "213706  N15980    3815    EWR  RIC      58.0       277  18.0    39.0  \n",
+       "213709  N965WN     717    EWR  HOU     211.0      1411  18.0    44.0  \n",
+       "213726  N717UW    2185    LGA  DCA       NaN       214  19.0     3.0  \n",
+       "213727  N3CYAA    1611    LGA  MIA     140.0      1096  19.0     4.0  \n",
+       "213730  N306JB    1176    EWR  BOS      39.0       200  19.0    10.0  \n",
+       "213734  N403UA     689    LGA  ORD     125.0       733  19.0    14.0  \n",
+       "213736  N8771A    3691    JFK  CHS      90.0       636  19.0    19.0  \n",
+       "213738  N11548    4705    EWR  ATL     115.0       746  19.0    22.0  \n",
+       "213743  N4YDAA     353    LGA  ORD     128.0       733  19.0    28.0  \n",
+       "213750  N169UW    1973    EWR  CLT      88.0       529  19.0    36.0  \n",
+       "213751  N490UA     378    LGA  ORD       NaN       733  19.0    36.0  \n",
+       "213753  N233LV     504    EWR  MDW      96.0       711  19.0    37.0  \n",
+       "213754  N364NB     926    EWR  ATL     108.0       746  19.0    38.0  \n",
+       "213755  N183JB     130    JFK  BUF      66.0       301  19.0    39.0  \n",
+       "213763  N561JB     527    EWR  MCO     120.0       937  19.0    42.0  \n",
+       "213764  N220WN    1596    EWR  STL     132.0       872  19.0    42.0  \n",
+       "213766  N76528    1182    EWR  LAS     330.0      2227  19.0    49.0  \n",
+       "213769  N3GLAA    1351    JFK  ORD     132.0       740  19.0    53.0  \n",
+       "213770  N844UA     810    EWR  MIA     142.0      1085  19.0    59.0  \n",
+       "213773  N912XJ    3403    JFK  MCI     146.0      1113  20.0     2.0  \n",
+       "213775  N324JB    1307    JFK  IAD      55.0       228  20.0     6.0  \n",
+       "213783  N568JB     509    EWR  FLL     138.0      1065  20.0    20.0  \n",
+       "213785  N371NB    2457    JFK  MSY     158.0      1182  20.0    21.0  \n",
+       "213787  N505JB      75    JFK  TPA     134.0      1005  20.0    23.0  \n",
+       "213794  N8797A    4277    JFK  ORF      49.0       290  20.0    30.0  \n",
+       "213797  N751SW    3952    EWR  DEN     219.0      1605  20.0    34.0  \n",
+       "213798  N504UA     659    EWR  PHX     283.0      2133  20.0    36.0  \n",
+       "213799  N3FGAA     791    LGA  DFW     201.0      1389  20.0    38.0  \n",
+       "213803  N579JB      87    JFK  SLC     288.0      1990  20.0    46.0  \n",
+       "213804  N4XHAA     359    LGA  ORD     114.0       733  20.0    48.0  \n",
+       "213805  N597JB     111    JFK  FLL     140.0      1069  20.0    50.0  \n",
+       "213809  N16149    5675    EWR  CLT      82.0       529  21.0     4.0  \n",
+       "213811  N16911    4131    EWR  RIC      55.0       277  21.0     7.0  \n",
+       "213815  N11193    4543    EWR  DSM     140.0      1017  21.0    16.0  \n",
+       "213816  N559AA    2075    EWR  DFW     187.0      1372  21.0    16.0  \n",
+       "213818  N652JB     155    JFK  MCO     122.0       944  21.0    21.0  \n",
+       "213819  N509JB     217    JFK  LGB     327.0      2465  21.0    30.0  \n",
+       "213821  N917XJ    3450    JFK  JAX     111.0       828  21.0    32.0  \n",
+       "213822  N8908D    3798    JFK  CLT     106.0       541  21.0    32.0  \n",
+       "213825  N14902    4117    EWR  ALB       NaN       143  21.0    36.0  \n",
+       "213828  N992AT     354    LGA  CAK      81.0       397  21.0    38.0  \n",
+       "213830  N33209    1053    EWR  CLE      62.0       404  21.0    40.0  \n",
+       "213831  N623VA      29    JFK  SFO     347.0      2586  21.0    41.0  \n",
+       "213833  N804MQ    4423    JFK  RDU      69.0       427  21.0    43.0  \n",
+       "213835  N559JB      43    JFK  MCO     125.0       944  21.0    44.0  \n",
+       "213836  N13956    3267    EWR  PWM      48.0       284  21.0    45.0  \n",
+       "213837  N197JB     917    JFK  ORD     129.0       740  21.0    46.0  \n",
+       "213838  N830UA     651    EWR  SFO     338.0      2565  21.0    55.0  \n",
+       "213839  N741EV    5181    EWR  ATL     109.0       746  21.0    56.0  \n",
+       "213841  N758US    2187    LGA  DCA      53.0       214  22.0     1.0  \n",
+       "213842  N955DL    2139    LGA  MIA     153.0      1096  22.0     3.0  \n",
+       "213843  N998DL    1435    LGA  TPA     138.0      1010  22.0     4.0  \n",
+       "213844  N410UA     614    EWR  FLL     140.0      1065  22.0     4.0  \n",
+       "213845  N976DL    1147    LGA  ATL     115.0       762  22.0     6.0  \n",
+       "213846  N604LR    3416    JFK  RDU      66.0       427  22.0     8.0  \n",
+       "213848  N655JB     381    LGA  FLL     141.0      1076  22.0    12.0  \n",
+       "213849  N827MQ    4449    JFK  DCA      52.0       213  22.0    12.0  \n",
+       "213850  N907XJ    3542    JFK  MSP     151.0      1029  22.0    16.0  \n",
+       "213851  N827UA     729    EWR  MIA     138.0      1085  22.0    19.0  \n",
+       "213852  N957WN     490    EWR  MDW     103.0       711  22.0    24.0  \n",
+       "213853  N36272    1611    EWR  IAH     185.0      1400  22.0    27.0  \n",
+       "213856  N16976    4088    LGA  CLE      89.0       419  22.0    43.0  \n",
+       "213857  N228JB      10    JFK  BUF      61.0       301  22.0    46.0  \n",
+       "213858  N338AA     185    JFK  LAX     328.0      2475  22.0    48.0  \n",
+       "213859  N192JB    1016    JFK  BOS      33.0       187  22.0    51.0  \n",
+       "213860  N37293    1604    EWR  BOS      38.0       200  22.0    53.0  \n",
+       "213862  N342NW    1247    LGA  ATL     108.0       762  22.0    59.0  \n",
+       "213863  N6EAMQ    4617    LGA  RDU      61.0       431  23.0     3.0  \n",
+       "213864  N11206    1476    EWR  ORD     105.0       719  23.0     7.0  \n",
+       "213865  N323US    2019    LGA  MSP     144.0      1020  23.0     8.0  \n",
+       "213866  N203JB     619    JFK  JAX     113.0       828  23.0    10.0  \n",
+       "213867  N919DL    2131    LGA  DTW      91.0       502  23.0    17.0  \n",
+       "213870  N777QC    1354    LGA  BNA     108.0       764  23.0    25.0  \n",
+       "213871  N931WN    3135    LGA  MKE     108.0       738  23.0    28.0  \n",
+       "213872  N178JB     115    JFK  MSY     171.0      1182  23.0    42.0  \n",
+       "213873  N921XJ    3525    JFK  ORD     123.0       740  23.0    43.0  \n",
+       "213874  N918XJ    3395    JFK  DCA      39.0       213  23.0    48.0  \n",
+       "213875  N430UA     691    LGA  ORD     119.0       733  23.0    48.0  \n",
+       "213876  N187JB     128    JFK  BTV      45.0       266  23.0    52.0  \n",
+       "213927  N269WN    1545    EWR  MSY     161.0      1167   0.0     4.0  \n",
+       "213928  N628VA     415    JFK  LAX     327.0      2475   0.0     7.0  \n",
+       "213929  N501AA     361    LGA  ORD     109.0       733   0.0    13.0  \n",
+       "213930  N184JB    1020    JFK  BOS      40.0       187   0.0    13.0  \n",
+       "213932  N337NB     975    LGA  PIT      54.0       335   0.0    17.0  \n",
+       "213933  N13992    4276    EWR  BDL      32.0       116   0.0    18.0  \n",
+       "213934  N590JB     383    LGA  FLL     146.0      1076   0.0    24.0  \n",
+       "213935  N522VA     169    EWR  LAX     322.0      2454   0.0    25.0  \n",
+       "213936  N13958    3813    EWR  BTV      46.0       266   0.0    30.0  \n",
+       "213937  N649JB    1018    JFK  BOS      41.0       187   0.0    31.0  \n",
+       "213938  N231JB     112    JFK  BUF      56.0       301   0.0    38.0  \n",
+       "213939  N276AT     722    LGA  ATL     110.0       762   1.0    34.0  \n",
+       "213940  N955AT     354    LGA  CAK      69.0       397   2.0    10.0  \n",
+       "214054  N754UW    2161    LGA  DCA      43.0       214   7.0    34.0  \n",
+       "214062  N124US    1965    EWR  CLT      73.0       529   7.0    40.0  \n",
+       "214098  N33182    4533    EWR  BUF      48.0       282   8.0     6.0  \n",
+       "214125  N11191    4393    EWR  IND      96.0       645   8.0    26.0  \n",
+       "214170  N16961    3822    EWR  BDL      33.0       116   9.0     4.0  \n",
+       "214210  N780NC    2179    EWR  DTW      82.0       488   9.0    56.0  \n",
+       "214268  N37287    1414    EWR  TPA     144.0       997  11.0     7.0  \n",
+       "214277  N11194    4255    EWR  CHS      90.0       628  11.0    22.0  \n",
+       "214280  N16911    3853    EWR  PIT      57.0       319  11.0    27.0  \n",
+       "214292  N12238    1624    EWR  FLL     146.0      1065  11.0    36.0  \n",
+       "214329  N738MQ    4485    LGA  CMH      88.0       479  12.0    39.0  \n",
+       "214362  N948WN     149    EWR  MDW     106.0       711  13.0    45.0  \n",
+       "214380  N127UW    1014    EWR  CLT      84.0       529  14.0    22.0  \n",
+       "214382  N513MQ    3765    EWR  ORD     119.0       719  14.0    29.0  \n",
+       "214401  N636VA     165    EWR  LAX     319.0      2454  15.0    10.0  \n",
+       "214402  N537MQ    4646    LGA  MSP       NaN      1020  15.0    11.0  \n",
+       "214403  N22971    4171    EWR  MSN     116.0       799  15.0    21.0  \n",
+       "214407  N538CA    5386    EWR  MSP     136.0      1008  15.0    32.0  \n",
+       "214411  N16987    3852    EWR  DAY      87.0       533  15.0    41.0  \n",
+       "214413  N15574    4687    EWR  CVG      92.0       569  15.0    44.0  \n",
+       "214414  N492UA     208    EWR  STL     122.0       872  15.0    48.0  \n",
+       "214416  N14905    4100    EWR  MEM     152.0       946  15.0    50.0  \n",
+       "214417  N482UA     566    EWR  TPA     151.0       997  15.0    50.0  \n",
+       "214420  N14125    4567    EWR  MCI     153.0      1092  15.0    55.0  \n",
+       "214421  N317JB     615    JFK  JAX     128.0       828  15.0    55.0  \n",
+       "214423  N14180    4181    EWR  MCI     158.0      1092  15.0    59.0  \n",
+       "214424  N37252    1608    EWR  ORD     107.0       719  15.0    59.0  \n",
+       "214427  N624JB     377    LGA  FLL     147.0      1076  16.0     5.0  \n",
+       "214429  N21130    4625    EWR  CMH      74.0       463  16.0     9.0  \n",
+       "214430  N3BFAA    1925    LGA  MIA     158.0      1096  16.0     9.0  \n",
+       "214433  N22909    4104    EWR  BNA       NaN       748  16.0    13.0  \n",
+       "214434  N11199    4132    EWR  RIC      60.0       277  16.0    16.0  \n",
+       "214435  N18114    4681    EWR  IAD       NaN       212  16.0    23.0  \n",
+       "214437  N855UA     679    EWR  TPA     149.0       997  16.0    27.0  \n",
+       "214445  N75410    1598    EWR  SFO     342.0      2565  16.0    38.0  \n",
+       "214446  N935XJ    3393    JFK  DCA      51.0       213  16.0    40.0  \n",
+       "214447  N317US    1902    LGA  PBI     142.0      1035  16.0    45.0  \n",
+       "214448  N510JB     505    EWR  FLL     152.0      1065  16.0    45.0  \n",
+       "214449  N3CFAA     759    LGA  DFW     220.0      1389  16.0    51.0  \n",
+       "214452  N629JB     705    JFK  SJU     205.0      1598  16.0    57.0  \n",
+       "214453  N13161    4376    EWR  RDU      76.0       416  16.0    58.0  \n",
+       "214454  N895AT     348    LGA  ATL     123.0       762  16.0    58.0  \n",
+       "214455  N53441    1576    EWR  IAH     233.0      1400  16.0    59.0  \n",
+       "214457  N718TW    1461    JFK  LAX     326.0      2475  17.0     2.0  \n",
+       "214458  N842UA     597    EWR  ORD     125.0       719  17.0     4.0  \n",
+       "214459  N928DL    1819    LGA  MSP     142.0      1020  17.0     7.0  \n",
+       "214460  N3APAA     854    JFK  BOS      45.0       187  17.0     8.0  \n",
+       "214461  N959AT     366    LGA  ATL     127.0       762  17.0    11.0  \n",
+       "214462  N390DA       4    JFK  MCO     151.0       944  17.0    13.0  \n",
+       "214463  N327NB    1705    LGA  MSY     170.0      1183  17.0    13.0  \n",
+       "214464  N236JB     915    JFK  ORD     111.0       740  17.0    13.0  \n",
+       "214465  N3736C     161    JFK  LAS     299.0      2248  17.0    15.0  \n",
+       "214467  N444WN     163    LGA  MKE     116.0       738  17.0    15.0  \n",
+       "214468  N387DA    1773    JFK  SLC     272.0      1990  17.0    18.0  \n",
+       "214469  N3FJAA     763    LGA  DFW     197.0      1389  17.0    19.0  \n",
+       "214470  N17984    3829    EWR  IAD      69.0       212  17.0    22.0  \n",
+       "214474  N3764D    2143    JFK  ATL     110.0       760  17.0    30.0  \n",
+       "214475  N656JB       9    JFK  MCO     141.0       944  17.0    30.0  \n",
+       "214480  N77510    1570    EWR  SFO     335.0      2565  17.0    34.0  \n",
+       "214481  N34131    1601    JFK  LAX     332.0      2475  17.0    37.0  \n",
+       "214484  N183JB      36    JFK  ROC      61.0       264  17.0    38.0  \n",
+       "214485  N3CRAA    1467    LGA  MIA     155.0      1096  17.0    39.0  \n",
+       "214489  N518MQ    4657    LGA  ATL     124.0       762  17.0    44.0  \n",
+       "214490  N918XJ    3459    JFK  BNA     122.0       765  17.0    45.0  \n",
+       "214491   N3768    1621    JFK  DEN     233.0      1626  17.0    46.0  \n",
+       "214492  N712EV    5486    LGA  PIT       NaN       335  17.0    49.0  \n",
+       "214493  N31412    1151    EWR  SEA     314.0      2402  17.0    50.0  \n",
+       "214495  N34282    1200    EWR  SAN     317.0      2425  17.0    52.0  \n",
+       "214496  N617DL     847    LGA  ATL     117.0       762  17.0    53.0  \n",
+       "214497  N905DL    1373    JFK  MIA     152.0      1089  17.0    53.0  \n",
+       "214499  N609DL    1043    JFK  SEA     315.0      2422  17.0    55.0  \n",
+       "214500  N398CA    5148    LGA  CVG      96.0       585  17.0    55.0  \n",
+       "214502  N214FR     507    LGA  DEN     250.0      1620  17.0    59.0  \n",
+       "214503  N470UA     665    LGA  ORD     114.0       733  17.0    59.0  \n",
+       "214505  N682MQ    4309    JFK  IND     121.0       665  18.0     1.0  \n",
+       "214508  N403UA     572    LGA  IAH     209.0      1416  18.0     5.0  \n",
+       "214510  N482AA     883    EWR  DFW     192.0      1372  18.0     8.0  \n",
+       "214514  N4WNAA     337    LGA  ORD     116.0       733  18.0    16.0  \n",
+       "214516  N433UA     212    EWR  FLL     158.0      1065  18.0    23.0  \n",
+       "214517  N648JB     369    LGA  PBI     145.0      1035  18.0    24.0  \n",
+       "214520  N369NB    1473    LGA  MEM     155.0       963  18.0    30.0  \n",
+       "214521  N75433    1534    EWR  MIA     159.0      1085  18.0    32.0  \n",
+       "214524  N33294    1164    EWR  FLL     160.0      1065  18.0    38.0  \n",
+       "214528  N620MQ    4323    JFK  ORF      54.0       290  18.0    45.0  \n",
+       "214530  N3FNAA     565    JFK  DFW     217.0      1391  18.0    52.0  \n",
+       "214531  N3HGAA    1999    EWR  MIA     160.0      1085  18.0    52.0  \n",
+       "214532  N662AW     681    EWR  PHX     283.0      2133  18.0    52.0  \n",
+       "214534  N714CB    1638    EWR  PHX     287.0      2133  18.0    54.0  \n",
+       "214536  N366NW    1185    EWR  SLC     268.0      1969  18.0    55.0  \n",
+       "214537  N338AA     181    JFK  LAX     361.0      2475  18.0    55.0  \n",
+       "214540  N187JB    1111    JFK  RDU      71.0       427  18.0    59.0  \n",
+       "214542  N716EV    4974    LGA  BNA     126.0       764  19.0     0.0  \n",
+       "214543  N838VA      27    JFK  SFO     369.0      2586  19.0     1.0  \n",
+       "214545  N914XJ    3410    JFK  BOS      42.0       187  19.0     3.0  \n",
+       "214546  N971DL    1982    LGA  MIA     157.0      1096  19.0     5.0  \n",
+       "214550  N178JB      44    JFK  BTV      45.0       266  19.0    11.0  \n",
+       "214551  N247JB       8    JFK  BUF      58.0       301  19.0    13.0  \n",
+       "214558  N76526    1053    EWR  CLE      74.0       404  19.0    30.0  \n",
+       "214561  N336AA     177    JFK  SFO     336.0      2586  19.0    34.0  \n",
+       "214562  N447UA     691    LGA  ORD     108.0       733  19.0    35.0  \n",
+       "214563  N558JB     525    EWR  MCO     133.0       937  19.0    38.0  \n",
+       "214565  N3GYAA     257    JFK  LAS     298.0      2248  19.0    40.0  \n",
+       "214566  N6EAMQ    4588    LGA  MSP     144.0      1020  19.0    41.0  \n",
+       "214567  N552UA     752    EWR  LAX     302.0      2454  19.0    45.0  \n",
+       "214568  N3HFAA    1351    JFK  ORD     115.0       740  19.0    46.0  \n",
+       "214570  N3GRAA     119    EWR  LAX     328.0      2454  19.0    53.0  \n",
+       "214571  N905WN     717    EWR  HOU     207.0      1411  19.0    55.0  \n",
+       "214574  N662DN    1499    LGA  ATL     122.0       762  19.0    59.0  \n",
+       "214575  N547UW     297    JFK  CLT      89.0       541  19.0    59.0  \n",
+       "214578  N502UA     512    JFK  SFO     339.0      2586  20.0     6.0  \n",
+       "214580  N606JB     547    EWR  PBI     143.0      1023  20.0    14.0  \n",
+       "214583  N621VA     193    EWR  SFO     351.0      2565  20.0    15.0  \n",
+       "214584  N809JB     217    JFK  LGB     319.0      2465  20.0    16.0  \n",
+       "214585  N3HRAA     695    JFK  AUS     205.0      1521  20.0    17.0  \n",
+       "214586  N554UW    1491    LGA  CLT      89.0       544  20.0    17.0  \n",
+       "214588  N3769L     329    JFK  SJU     193.0      1598  20.0    24.0  \n",
+       "214589  N501MQ    4674    LGA  CLE      70.0       419  20.0    24.0  \n",
+       "214590  N633DL     947    LGA  ATL     121.0       762  20.0    27.0  \n",
+       "214591  N632VA     413    JFK  LAX     321.0      2475  20.0    27.0  \n",
+       "214592  N965UW    2140    LGA  BOS      39.0       184  20.0    29.0  \n",
+       "214593  N969WN    1354    LGA  BNA     118.0       764  20.0    36.0  \n",
+       "214595  N525UA     535    JFK  LAX     322.0      2475  20.0    38.0  \n",
+       "214596  N945DL    2391    JFK  TPA     148.0      1005  20.0    40.0  \n",
+       "214597  N807UA     423    EWR  DEN     225.0      1605  20.0    41.0  \n",
+       "214598  N377NW    1619    LGA  MSP     143.0      1020  20.0    42.0  \n",
+       "214600  N983DL    2131    LGA  DTW      79.0       502  20.0    43.0  \n",
+       "214601  N559JB      75    JFK  TPA     150.0      1005  20.0    43.0  \n",
+       "214603  N368NW     926    EWR  ATL     107.0       746  20.0    48.0  \n",
+       "214604  N328NB    2457    JFK  MSY     159.0      1182  20.0    48.0  \n",
+       "214605  N651AW     449    EWR  CLT      92.0       529  20.0    50.0  \n",
+       "214606  N398DA    2370    LGA  PBI     144.0      1035  20.0    51.0  \n",
+       "214607  N555UA     389    JFK  SFO     335.0      2586  20.0    51.0  \n",
+       "214608  N33262    1454    EWR  SAN     349.0      2425  20.0    52.0  \n",
+       "214609  N4XBAA     345    LGA  ORD     112.0       733  20.0    53.0  \n",
+       "214610  N320AA      21    JFK  LAX     316.0      2475  20.0    56.0  \n",
+       "214611  N834UA     612    EWR  LAX     342.0      2454  20.0    56.0  \n",
+       "214612  N304DQ    2042    EWR  ATL     105.0       746  20.0    57.0  \n",
+       "214613  N12238    1236    EWR  SEA     331.0      2402  20.0    57.0  \n",
+       "214614  N197JB    1180    EWR  BOS      45.0       200  20.0    59.0  \n",
+       "214616  N361NW    2019    LGA  MSP     141.0      1020  21.0     2.0  \n",
+       "214617  N296JB    1012    JFK  BOS      41.0       187  21.0     7.0  \n",
+       "214618  N741UW    2189    LGA  DCA      61.0       214  21.0     8.0  \n",
+       "214619  N3DSAA     785    LGA  DFW     204.0      1389  21.0     9.0  \n",
+       "214622  N11548    4361    EWR  TYS      97.0       631  21.0    11.0  \n",
+       "214623  N337NW    2383    LGA  PWM      40.0       269  21.0    12.0  \n",
+       "214624  N992DL    1147    LGA  ATL     107.0       762  21.0    12.0  \n",
+       "214626  N955DL    1435    LGA  TPA     151.0      1010  21.0    13.0  \n",
+       "214628  N918DE    1585    LGA  MCO     135.0       950  21.0    14.0  \n",
+       "214629  N371NB     706    JFK  AUS     215.0      1521  21.0    20.0  \n",
+       "214630  N24702    1075    EWR  SNA       NaN      2434  21.0    21.0  \n",
+       "214631  N6712B      61    LGA  ATL     107.0       762  21.0    23.0  \n",
+       "214632  N347NW     884    LGA  DEN     216.0      1620  21.0    24.0  \n",
+       "214633  N3FHAA    1611    LGA  MIA     155.0      1096  21.0    24.0  \n",
+       "214634  N37263    1078    EWR  SAT     215.0      1569  21.0    24.0  \n",
+       "214636  N16987    3267    EWR  PWM      43.0       284  21.0    29.0  \n",
+       "214637  N27733    1523    EWR  DFW     189.0      1372  21.0    29.0  \n",
+       "214638  N902XJ    3455    JFK  PIT      55.0       340  21.0    33.0  \n",
+       "214640  N8924B    3899    JFK  CLE      74.0       425  21.0    35.0  \n",
+       "214641  N371NW     141    JFK  FLL     152.0      1069  21.0    36.0  \n",
+       "214642  N942AT     716    LGA  ATL     115.0       762  21.0    39.0  \n",
+       "214645  N625VA      29    JFK  SFO     357.0      2586  21.0    40.0  \n",
+       "214646  N3HEAA     791    LGA  DFW     190.0      1389  21.0    43.0  \n",
+       "214647  N38458    1265    EWR  BOS      46.0       200  21.0    51.0  \n",
+       "214648  N599JB     537    EWR  TPA     140.0       997  21.0    52.0  \n",
+       "214649  N3JMAA    1709    LGA  MIA     153.0      1096  21.0    54.0  \n",
+       "214650  N635JB     985    LGA  TPA     155.0      1010  21.0    57.0  \n",
+       "214652  N722MQ    4484    LGA  BNA     124.0       764  21.0    58.0  \n",
+       "214654  N382DA      83    JFK  FLL     147.0      1069  22.0     1.0  \n",
+       "214655  N750SA    1596    EWR  STL     138.0       872  22.0     4.0  \n",
+       "214656  N602LR    3542    JFK  MSP     144.0      1029  22.0     5.0  \n",
+       "214657  N516AS       7    EWR  SEA     317.0      2402  22.0     5.0  \n",
+       "214658  N4YLAA     371    LGA  ORD     108.0       733  22.0    17.0  \n",
+       "214660  N592JB     399    LGA  MCO     130.0       950  22.0    20.0  \n",
+       "214661  N4XYAA    2075    EWR  DFW     192.0      1372  22.0    26.0  \n",
+       "214663  N950UW    2144    LGA  BOS      39.0       184  22.0    30.0  \n",
+       "214664  N201FR     837    LGA  DEN     236.0      1620  22.0    38.0  \n",
+       "214665  N3JLAA    1762    JFK  BOS      46.0       187  22.0    38.0  \n",
+       "214666  N424AA     341    LGA  ORD     121.0       733  22.0    46.0  \n",
+       "214667  N306JB    1178    EWR  BOS      48.0       200  22.0    48.0  \n",
+       "214668  N372NW    1715    LGA  MSY     160.0      1183  22.0    54.0  \n",
+       "214669  N951DL    1485    LGA  MCO     135.0       950  23.0     0.0  \n",
+       "214670  N927XJ    3416    JFK  RDU      75.0       427  23.0     0.0  \n",
+       "214671  N77295    1692    EWR  MCO     154.0       937  23.0     3.0  \n",
+       "214672  N15572    4119    EWR  RIC      58.0       277  23.0     5.0  \n",
+       "214673  N537MQ    4662    LGA  ATL     119.0       762  23.0    11.0  \n",
+       "214675  N327AA     185    JFK  LAX     325.0      2475  23.0    17.0  \n",
+       "214676  N507JB     527    EWR  MCO     129.0       937  23.0    18.0  \n",
+       "214677  N329JB      10    JFK  BUF      74.0       301  23.0    22.0  \n",
+       "214679  N913XJ    3450    JFK  JAX     120.0       828  23.0    24.0  \n",
+       "214680  N367NW    1247    LGA  ATL     109.0       762  23.0    31.0  \n",
+       "214681  N528MQ    3744    EWR  ORD     104.0       719  23.0    37.0  \n",
+       "214682  N826UA     768    EWR  BOS      49.0       200  23.0    38.0  \n",
+       "214683  N13538    4247    EWR  DTW      80.0       488  23.0    41.0  \n",
+       "214684  N183JB      37    JFK  FLL     152.0      1069  23.0    42.0  \n",
+       "214685  N512UA     771    JFK  LAX     318.0      2475  23.0    42.0  \n",
+       "214686  N481UA     424    EWR  BOS      47.0       200  23.0    43.0  \n",
+       "214687  N999DN    2139    LGA  MIA     154.0      1096  23.0    44.0  \n",
+       "214688  N494WN     490    EWR  MDW      97.0       711  23.0    49.0  \n",
+       "214689  N317JB     619    JFK  JAX     118.0       828  23.0    50.0  \n",
+       "214691  N16217    1615    EWR  AUS     203.0      1504  23.0    52.0  \n",
+       "214692  N924DL    1854    LGA  FLL     148.0      1076  23.0    54.0  \n",
+       "214914  N504MQ    4617    LGA  RDU      64.0       431   0.0    10.0  \n",
+       "214915  N15980    3834    EWR  SDF      92.0       642   0.0    13.0  \n",
+       "215023  N14570    3853    EWR  PIT      56.0       319   7.0    43.0  \n",
+       "215054  N75428    1299    EWR  RSW     153.0      1068   8.0     2.0  \n",
+       "215088  N15912    4533    EWR  BUF      49.0       282   8.0    27.0  \n",
+       "215132  N13550    4704    EWR  GSP      98.0       594   9.0    13.0  \n",
+       "215136  N12126    4237    EWR  CHS     101.0       628   9.0    17.0  \n",
+       "215141  N637VA     399    JFK  LAX     328.0      2475   9.0    21.0  \n",
+       "215152  N327NB     731    LGA  DTW      87.0       502   9.0    30.0  \n",
+       "215154  N368NW    1879    LGA  FLL     159.0      1076   9.0    32.0  \n",
+       "215165  N852MQ    4478    LGA  DTW      84.0       502   9.0    44.0  \n",
+       "215167  N551UA     243    EWR  MCO     135.0       937   9.0    46.0  \n",
+       "215198  N470UA     458    LGA  IAH     194.0      1416  10.0    17.0  \n",
+       "215212  N377NW     181    LGA  DTW      78.0       502  10.0    31.0  \n",
+       "215228  N509MQ    4654    LGA  ATL     107.0       762  11.0     5.0  \n",
+       "215235  N636VA     407    JFK  LAX     323.0      2475  11.0    13.0  \n",
+       "215248  N577UA     595    EWR  LAS     290.0      2227  11.0    31.0  \n",
+       "215253  N501MQ    4670    LGA  BNA     105.0       764  11.0    36.0  \n",
+       "215280  N37252    1105    LGA  ORD     106.0       733  12.0     7.0  \n",
+       "215285  N13989    4510    EWR  MKE     105.0       725  12.0    12.0  \n",
+       "215303  N3HUAA     739    LGA  DFW     183.0      1389  12.0    37.0  \n",
+       "215310  N538CA    5386    EWR  MSP     139.0      1008  12.0    46.0  \n",
+       "215321  N515MQ    4589    LGA  DTW      81.0       502  12.0    59.0  \n",
+       "215322  N372NW    2319    LGA  MSP     139.0      1020  13.0     0.0  \n",
+       "215324  N558AA    1855    LGA  STL     125.0       888  13.0     1.0  \n",
+       "215325  N312US     695    JFK  MCO     134.0       944  13.0     2.0  \n",
+       "215361  N274WN    1791    EWR  HOU     197.0      1411  13.0    53.0  \n",
+       "215370  N17105    1607    EWR  ORD     108.0       719  14.0     4.0  \n",
+       "215376  N826UA     587    EWR  BOS      39.0       200  14.0     9.0  \n",
+       "215382  N19117    1519    EWR  MCO     130.0       937  14.0    19.0  \n",
+       "215393  N842UA     522    LGA  ORD     111.0       733  14.0    37.0  \n",
+       "215413  N14568    4129    EWR  DCA      51.0       199  14.0    56.0  \n",
+       "215414  N15572    4100    EWR  MEM     137.0       946  15.0     0.0  \n",
+       "215416  N506MQ    4577    LGA  CLT      82.0       544  15.0     1.0  \n",
+       "215424  N11155    4625    EWR  CMH      71.0       463  15.0     7.0  \n",
+       "215434  N3769L     315    JFK  SJU     203.0      1598  15.0    20.0  \n",
+       "215439  N239WN    1638    EWR  PHX     294.0      2133  15.0    26.0  \n",
+       "215440  N13903    3841    EWR  MHT      39.0       209  15.0    27.0  \n",
+       "215442  N13566    4687    EWR  CVG      93.0       569  15.0    29.0  \n",
+       "215448  N977AT     721    LGA  CAK      60.0       397  15.0    38.0  \n",
+       "215456  N11193    4181    EWR  MCI     147.0      1092  15.0    46.0  \n",
+       "215463  N810UA     315    EWR  TPA     134.0       997  15.0    51.0  \n",
+       "215465  N21537    4231    EWR  RDU      72.0       416  15.0    53.0  \n",
+       "215471  N14148    3832    EWR  PWM      49.0       284  15.0    58.0  \n",
+       "215478  N371NB    2043    JFK  ATL     101.0       760  16.0     1.0  \n",
+       "215479  N763JB     119    JFK  MSY     152.0      1182  16.0     1.0  \n",
+       "215480  N769US    2179    LGA  DCA      47.0       214  16.0     1.0  \n",
+       "215483  N496AA     341    LGA  ORD     110.0       733  16.0     5.0  \n",
+       "215485  N16151    4572    EWR  GSP      91.0       594  16.0     8.0  \n",
+       "215491  N906XJ    3404    JFK  BOS      42.0       187  16.0    13.0  \n",
+       "215492  N16954    4381    EWR  DTW      80.0       488  16.0    14.0  \n",
+       "215495  N14920    4377    EWR  JAX     123.0       820  16.0    19.0  \n",
+       "215496  N14180    4558    EWR  CHS     104.0       628  16.0    20.0  \n",
+       "215505  N13958    3829    EWR  IAD      46.0       212  16.0    26.0  \n",
+       "215508  N247JB     615    JFK  JAX     118.0       828  16.0    30.0  \n",
+       "215524  N192JB    1180    EWR  BOS      38.0       200  16.0    48.0  \n",
+       "215525  N14231    1200    EWR  SAN     325.0      2425  16.0    49.0  \n",
+       "215527  N509MQ    4669    LGA  ATL     102.0       762  16.0    50.0  \n",
+       "215537  N368NW    1902    LGA  PBI     144.0      1035  16.0    59.0  \n",
+       "215539  N3762Y    1621    JFK  DEN     218.0      1626  17.0     2.0  \n",
+       "215542  N228JB       6    JFK  BUF      51.0       301  17.0     3.0  \n",
+       "215543  N187JB     915    JFK  ORD     117.0       740  17.0     4.0  \n",
+       "215549  N119US     802    EWR  CLT      89.0       529  17.0    11.0  \n",
+       "215551  N398CA    4974    LGA  BNA     102.0       764  17.0    16.0  \n",
+       "215556  N722MQ    4525    LGA  XNA     165.0      1147  17.0    21.0  \n",
+       "215559  N602LR    3412    JFK  RDU      73.0       427  17.0    23.0  \n",
+       "215563  N37471    1151    EWR  SEA     313.0      2402  17.0    25.0  \n",
+       "215567  N266JB      44    JFK  BTV      51.0       266  17.0    27.0  \n",
+       "215570  N493UA     789    EWR  LAX     310.0      2454  17.0    31.0  \n",
+       "215572  N370NW    1619    LGA  MSP     146.0      1020  17.0    33.0  \n",
+       "215582  N839VA      27    JFK  SFO     343.0      2586  17.0    43.0  \n",
+       "215583  N515MQ    4622    LGA  BNA     104.0       764  17.0    43.0  \n",
+       "215589  N501MQ    4657    LGA  ATL     106.0       762  17.0    46.0  \n",
+       "215594  N13118    4328    EWR  MSY     155.0      1167  17.0    53.0  \n",
+       "215597  N668MQ    4146    JFK  CMH      72.0       483  17.0    57.0  \n",
+       "215599  N8808H    4105    JFK  IAD      48.0       228  18.0     1.0  \n",
+       "215601  N324JB      24    JFK  SYR      48.0       209  18.0     1.0  \n",
+       "215606  N477AA    1905    EWR  DFW       NaN      1372  18.0     7.0  \n",
+       "215611  N194UW     894    LGA  CLT      82.0       544  18.0    10.0  \n",
+       "215619  N912WN     197    LGA  STL     123.0       888  18.0    18.0  \n",
+       "215620  N584UA     378    EWR  SFO     343.0      2565  18.0    18.0  \n",
+       "215627  N15980    4085    EWR  CVG      91.0       569  18.0    28.0  \n",
+       "215636  N13968    3824    EWR  BNA     103.0       748  18.0    36.0  \n",
+       "215638  N651AW     449    EWR  CLT      80.0       529  18.0    36.0  \n",
+       "215648  N12135    4364    EWR  ROC      43.0       246  18.0    50.0  \n",
+       "215650  N920FJ    2751    LGA  CLT      82.0       544  18.0    52.0  \n",
+       "215653  N3FWAA    1611    LGA  MIA     151.0      1096  18.0    56.0  \n",
+       "215660  N16981    4596    EWR  STL     128.0       872  19.0     0.0  \n",
+       "215661  N316AT     722    LGA  ATL     104.0       762  19.0     1.0  \n",
+       "215664  N554UA     512    JFK  SFO     342.0      2586  19.0     1.0  \n",
+       "215665  N512UA     535    JFK  LAX     325.0      2475  19.0     1.0  \n",
+       "215667  N11536    3840    EWR  DCA      47.0       199  19.0     3.0  \n",
+       "215669  N754UW    2183    LGA  DCA      46.0       214  19.0     6.0  \n",
+       "215672  N13995    4300    EWR  RIC      51.0       277  19.0    10.0  \n",
+       "215676  N172DN      17    JFK  LAX     326.0      2475  19.0    16.0  \n",
+       "215679  N928XJ    3542    JFK  MSP     156.0      1029  19.0    22.0  \n",
+       "215680  N329AA     181    JFK  LAX     325.0      2475  19.0    22.0  \n",
+       "215681  N558AA    2019    LGA  STL     124.0       888  19.0    22.0  \n",
+       "215693  N76515    1053    EWR  CLE      58.0       404  19.0    30.0  \n",
+       "215696  N955UW    2138    LGA  BOS      39.0       184  19.0    33.0  \n",
+       "215699  N414WN    1354    LGA  BNA     103.0       764  19.0    36.0  \n",
+       "215701  N494AA     337    LGA  ORD     110.0       733  19.0    37.0  \n",
+       "215704  N3HRAA     269    JFK  SEA     333.0      2422  19.0    39.0  \n",
+       "215709  N8506C    3881    EWR  CVG      89.0       569  19.0    42.0  \n",
+       "215715  N908WN    1545    EWR  MSY     149.0      1167  19.0    44.0  \n",
+       "215716  N528MQ    4674    LGA  CLE      62.0       419  19.0    44.0  \n",
+       "215717  N318NB     926    EWR  ATL      98.0       746  19.0    50.0  \n",
+       "215718  N532MQ    4626    LGA  CMH      71.0       479  19.0    50.0  \n",
+       "215721  N766US    2185    LGA  DCA      47.0       214  19.0    55.0  \n",
+       "215725  N13903    3833    EWR  CVG      93.0       569  20.0     0.0  \n",
+       "215729  N508JB     195    JFK  LAS     308.0      2248  20.0     4.0  \n",
+       "215738  N537MQ    3730    EWR  ORD     101.0       719  20.0    23.0  \n",
+       "215746  N320AA     177    JFK  SFO     339.0      2586  20.0    29.0  \n",
+       "215751  N723MQ    4517    LGA  CRW      65.0       444  20.0    35.0  \n",
+       "215752  N78524    1112    LGA  ORD     108.0       733  20.0    35.0  \n",
+       "215753  N935WN    3135    LGA  MKE     108.0       738  20.0    37.0  \n",
+       "215756  N558JB     527    EWR  MCO     131.0       937  20.0    42.0  \n",
+       "215762  N718EV    5168    LGA  GSO      67.0       461  20.0    48.0  \n",
+       "215766  N907XJ    3525    JFK  ORD     121.0       740  20.0    55.0  \n",
+       "215767  N908DL    1435    LGA  TPA     138.0      1010  20.0    57.0  \n",
+       "215768  N923XJ    3416    JFK  RDU      71.0       427  20.0    57.0  \n",
+       "215770  N977AT     645    LGA  ATL      98.0       762  20.0    58.0  \n",
+       "215771  N13566    3267    EWR  PWM      46.0       284  21.0     0.0  \n",
+       "215772  N14953    4348    EWR  MCI     159.0      1092  21.0     6.0  \n",
+       "215773  N14148    4191    EWR  BNA     107.0       748  21.0     9.0  \n",
+       "215777  N8965E    4127    JFK  IAD      44.0       228  21.0    15.0  \n",
+       "215778  N506MQ    4649    LGA  MSP     145.0      1020  21.0    16.0  \n",
+       "215779  N14116    4131    EWR  RIC      56.0       277  21.0    19.0  \n",
+       "215780  N14180    4204    EWR  OKC     178.0      1325  21.0    19.0  \n",
+       "215781  N391CA    5181    EWR  ATL      93.0       746  21.0    19.0  \n",
+       "215784  N531JB      43    JFK  MCO     131.0       944  21.0    20.0  \n",
+       "215785  N16954    4361    EWR  TYS     102.0       631  21.0    23.0  \n",
+       "215786  N3APAA    1762    JFK  BOS      38.0       187  21.0    23.0  \n",
+       "215787  N4WPAA    2075    EWR  DFW     198.0      1372  21.0    23.0  \n",
+       "215788  N324AA      21    JFK  LAX     325.0      2475  21.0    24.0  \n",
+       "215789  N8577D    3899    JFK  CLE      75.0       425  21.0    26.0  \n",
+       "215790  N844MQ    4423    JFK  RDU      73.0       427  21.0    26.0  \n",
+       "215794  N8623A    4059    LGA  DAY      83.0       549  21.0    31.0  \n",
+       "215797  N852MQ    4569    LGA  RDU      74.0       431  21.0    32.0  \n",
+       "215802  N317US    2383    LGA  PWM      43.0       269  21.0    42.0  \n",
+       "215803  N12136    4088    LGA  CLE      64.0       419  21.0    42.0  \n",
+       "215806  N21154    4670    EWR  GRR      90.0       605  21.0    47.0  \n",
+       "215808  N16151    4370    EWR  CHS      94.0       628  21.0    48.0  \n",
+       "215809  N27190    5675    EWR  CLT      78.0       529  21.0    49.0  \n",
+       "215812  N21537    4536    EWR  CVG      91.0       569  21.0    53.0  \n",
+       "215813  N750UW    2189    LGA  DCA      41.0       214  21.0    53.0  \n",
+       "215814  N949UW    2142    LGA  BOS      35.0       184  21.0    55.0  \n",
+       "215815  N906XJ    3455    JFK  PIT      59.0       340  21.0    56.0  \n",
+       "215816  N769US    2187    LGA  DCA      45.0       214  21.0    56.0  \n",
+       "215820  N15572    4700    EWR  CLT      79.0       529  22.0     2.0  \n",
+       "215821  N8EGMQ    3744    EWR  ORD     107.0       719  22.0     3.0  \n",
+       "215822  N826AS    5769    LGA  IAD      47.0       229  22.0     6.0  \n",
+       "215823  N13975    4119    EWR  RIC      50.0       277  22.0    12.0  \n",
+       "215824  N500MQ    4662    LGA  ATL      99.0       762  22.0    12.0  \n",
+       "215825  N11140    4333    EWR  TUL     163.0      1215  22.0    13.0  \n",
+       "215827  N18556    4368    EWR  DAY      81.0       533  22.0    18.0  \n",
+       "215828  N447WN     490    EWR  MDW     102.0       711  22.0    20.0  \n",
+       "215830  N945AT     354    LGA  CAK      59.0       397  22.0    26.0  \n",
+       "215831  N13978    4224    EWR  MKE     112.0       725  22.0    33.0  \n",
+       "215832  N735MQ    4555    LGA  CMH      70.0       479  22.0    33.0  \n",
+       "215833  N941WN    1731    LGA  MDW     103.0       725  22.0    34.0  \n",
+       "215834  N738MQ    4573    LGA  DTW      81.0       502  22.0    35.0  \n",
+       "215835  N11536    3807    EWR  PVD      37.0       160  22.0    41.0  \n",
+       "215840  N324JB     619    JFK  JAX     112.0       828  22.0    50.0  \n",
+       "215842  N73276    1178    EWR  SFO     357.0      2565  22.0    50.0  \n",
+       "215843  N18557    4459    EWR  GSO      64.0       445  22.0    51.0  \n",
+       "215845  N15985    4672    EWR  STL     124.0       872  22.0    56.0  \n",
+       "215846  N329JB      37    JFK  FLL     143.0      1069  23.0     0.0  \n",
+       "215847  N11193    4419    EWR  MCI     150.0      1092  23.0     4.0  \n",
+       "215848  N754UW    2191    LGA  DCA      42.0       214  23.0     4.0  \n",
+       "215849  N4YRAA     371    LGA  ORD     107.0       733  23.0     6.0  \n",
+       "215851  N11165    4276    EWR  BDL      24.0       116  23.0    10.0  \n",
+       "215852  N267JB     115    JFK  MSY     150.0      1182  23.0    12.0  \n",
+       "215853  N520MQ    4660    LGA  BNA     101.0       764  23.0    12.0  \n",
+       "215855  N8808H    3798    JFK  CLT      76.0       541  23.0    23.0  \n",
+       "215857  N534MQ    4584    LGA  CLT      83.0       544  23.0    28.0  \n",
+       "215858  N236JB    1178    EWR  BOS      40.0       200  23.0    32.0  \n",
+       "215893  N355JB     128    JFK  BTV      54.0       266   0.0    24.0  \n",
+       "216109  N8883E    3608    JFK  PHL      31.0        94   9.0    52.0  \n",
+       "216148  N577UA     737    EWR  SAN     305.0      2425  10.0    48.0  \n",
+       "216199  N11176    4240    EWR  BUF      47.0       282  12.0     5.0  \n",
+       "216217  N8883E    4305    JFK  MVY      36.0       173  12.0    42.0  \n",
+       "216240  N320AA       3    JFK  LAX     321.0      2475  13.0     7.0  \n",
+       "216244  N12540    4445    EWR  IND     102.0       645  13.0    12.0  \n",
+       "216262  N3755D    1529    JFK  LAS     292.0      2248  13.0    39.0  \n",
+       "216282  N334JB    1008    JFK  BOS      38.0       187  14.0     5.0  \n",
+       "216325  N906DL     695    JFK  MCO     123.0       944  14.0    55.0  \n",
+       "216339  N16561    4164    EWR  BDL      26.0       116  15.0     7.0  \n",
+       "216380  N637MQ    4172    JFK  CLE      73.0       425  16.0     4.0  \n",
+       "216404  N301NB    1947    LGA  ATL     102.0       762  16.0    28.0  \n",
+       "216435  N350NA    2143    JFK  ATL      99.0       760  16.0    57.0  \n",
+       "216441  N836AY    4037    JFK  BUF      53.0       301  17.0     0.0  \n",
+       "216449  N717EV    5035    LGA  GSO      63.0       461  17.0    13.0  \n",
+       "216463  N928XJ    3412    JFK  RDU      66.0       427  17.0    29.0  \n",
+       "216472  N8891A    3968    JFK  ROC      49.0       264  17.0    43.0  \n",
+       "216474  N972DL      95    JFK  DTW      89.0       509  17.0    45.0  \n",
+       "216476  N448UA     810    EWR  PBI     125.0      1023  17.0    45.0  \n",
+       "216502  N900DE    1174    LGA  PBI     127.0      1035  18.0    25.0  \n",
+       "216510  N197JB     618    JFK  PWM      59.0       273  18.0    33.0  \n",
+       "216521  N193JB      24    JFK  SYR      44.0       209  18.0    54.0  \n",
+       "216528  N355JB    1085    JFK  CLT      76.0       541  19.0     0.0  \n",
+       "216532  N14920    3830    EWR  GSO      63.0       445  19.0     9.0  \n",
+       "216557  N8709A    4277    JFK  ORF      47.0       290  19.0    40.0  \n",
+       "216561  N682MQ    4323    JFK  ORF      47.0       290  19.0    50.0  \n",
+       "216563  N3APAA     257    JFK  LAS     307.0      2248  19.0    51.0  \n",
+       "216571  N835MQ    4410    JFK  DCA      47.0       213  20.0     7.0  \n",
+       "216576  N906XJ    3455    JFK  PIT      64.0       340  20.0    20.0  \n",
+       "216583  N8921B    3899    JFK  CLE      72.0       425  20.0    42.0  \n",
+       "216589  N601LR    3525    JFK  ORD     125.0       740  20.0    58.0  \n",
+       "216595  N335AA     177    JFK  SFO     341.0      2586  21.0    11.0  \n",
+       "216597  N920XJ    3542    JFK  MSP     152.0      1029  21.0    24.0  \n",
+       "216598  N8475B    3755    JFK  BUF      54.0       301  21.0    26.0  \n",
+       "216603  N922XJ    3450    JFK  JAX     106.0       828  21.0    39.0  \n",
+       "216604  N828AS    5714    JFK  IAD      42.0       228  21.0    43.0  \n",
+       "216605  N815MQ    4449    JFK  DCA      44.0       213  21.0    56.0  \n",
+       "216607  N556JB     381    LGA  FLL     134.0      1076  22.0    10.0  \n",
+       "216609  N929XJ    3395    JFK  DCA      38.0       213  22.0    36.0  \n",
+       "216615  N632VA     415    JFK  LAX     343.0      2475  23.0    13.0  \n",
+       "216979  N755EV    5083    EWR  DTW      78.0       488  14.0    18.0  \n",
+       "217030  N339NB    2043    JFK  ATL      98.0       760  15.0    14.0  \n",
+       "217195  N75851    1264    EWR  SFO     374.0      2565  18.0     5.0  \n",
+       "217224  N724EV    4998    LGA  MCI     150.0      1107  18.0    35.0  \n",
+       "217225  N328AA     181    JFK  LAX     323.0      2475  18.0    38.0  \n",
+       "217248  N192JB    1111    JFK  RDU      65.0       427  19.0     0.0  \n",
+       "217257  N559JB     391    LGA  MCO     120.0       950  19.0    12.0  \n",
+       "217302  N605LR    3413    JFK  BWI      34.0       184  20.0    22.0  \n",
+       "217314  N25705    1523    EWR  ORD     120.0       719  20.0    43.0  \n",
+       "217324  N760EV    5062    LGA  BTV      42.0       258  21.0     6.0  \n",
+       "217329  N632JB      43    JFK  MCO     123.0       944  21.0    19.0  \n",
+       "217339  N528MQ    4662    LGA  ATL      98.0       762  21.0    52.0  \n",
+       "217598  N5EUAA      59    JFK  SFO     367.0      2586  10.0     5.0  \n",
+       "217603  N8EGMQ    4619    LGA  ATL     101.0       762  10.0    12.0  \n",
+       "217609  N752EV    5592    LGA  MEM     124.0       963  10.0    17.0  \n",
+       "217625  N3CVAA    1838    JFK  BOS      38.0       187  10.0    30.0  \n",
+       "217722  N228JB       4    JFK  BUF      56.0       301  12.0    47.0  \n",
+       "217735  N751EV    4990    LGA  MCI     155.0      1107  12.0    56.0  \n",
+       "217793  N3CVAA    1850    JFK  BOS      41.0       187  14.0    18.0  \n",
+       "217806  N4YRAA     329    LGA  ORD     112.0       733  14.0    34.0  \n",
+       "217847  N192JB    1002    JFK  BOS      33.0       187  15.0     5.0  \n",
+       "217856  N571AA     331    LGA  ORD     116.0       733  15.0    13.0  \n",
+       "217906  N3AVAA     753    LGA  DFW     186.0      1389  15.0    53.0  \n",
+       "217926  N754UW    2179    LGA  DCA      43.0       214  16.0     1.0  \n",
+       "218048  N8914A    4120    JFK  CLE      76.0       425  18.0     3.0  \n",
+       "218051  N3GGAA     257    JFK  LAS     308.0      2248  18.0     8.0  \n",
+       "218079  N920XJ    3523    JFK  ORD     123.0       740  18.0    31.0  \n",
+       "218085  N14953    3853    EWR  CMH      75.0       463  18.0    35.0  \n",
+       "218126  N909EV    5699    LGA  IAD      44.0       229  19.0     8.0  \n",
+       "218136  N717MQ    4410    JFK  DCA      49.0       213  19.0    24.0  \n",
+       "218147  N16732    1703    EWR  BOS      45.0       200  19.0    31.0  \n",
+       "218179  N8969A    4059    LGA  DAY      85.0       549  20.0     6.0  \n",
+       "218222  N16963    4361    EWR  TYS      89.0       631  20.0    57.0  \n",
+       "218228  N438UA     781    EWR  SAT     197.0      1569  21.0     0.0  \n",
+       "218231  N4WRAA    2075    EWR  DFW     175.0      1372  21.0     7.0  \n",
+       "218241  N14143    4370    EWR  CHS      83.0       628  21.0    20.0  \n",
+       "218260  N13248    1493    EWR  SFO     350.0      2565  22.0    11.0  \n",
+       "218262  N37281    1556    EWR  LAX     317.0      2454  22.0    15.0  \n",
+       "218266  N936XJ    3416    JFK  RDU      65.0       427  22.0    28.0  \n",
+       "218277  N36915    3807    EWR  PVD      35.0       160   0.0    22.0  \n",
+       "218387  N13997    4442    EWR  IAD      40.0       212   7.0    20.0  \n",
+       "218408  N501MQ    4650    LGA  ATL     109.0       762   7.0    45.0  \n",
+       "218588  N11107    4388    EWR  JAX     111.0       820  10.0    23.0  \n",
+       "218629  N12564    4636    EWR  DCA      38.0       199  11.0    12.0  \n",
+       "218698  N482UA     360    EWR  TPA     134.0       997  12.0    52.0  \n",
+       "218714  N8794B    4065    LGA  SDF     107.0       659  13.0     4.0  \n",
+       "218731  N421UA     318    EWR  IAH     179.0      1400  13.0    23.0  \n",
+       "218770  N244WN     163    LGA  MKE     116.0       738  14.0    18.0  \n",
+       "218781  N12921    4628    EWR  STL     129.0       872  14.0    34.0  \n",
+       "218785  N852MQ    4605    LGA  RDU      64.0       431  14.0    35.0  \n",
+       "218820  N13914    4115    EWR  SAV      99.0       708  14.0    58.0  \n",
+       "218836  N12540    3829    EWR  PWM      47.0       284  15.0    21.0  \n",
+       "218841  N434UA     537    EWR  CLE      70.0       404  15.0    25.0  \n",
+       "218851  N403UA     587    EWR  BOS      36.0       200  15.0    38.0  \n",
+       "218866  N14573    3822    EWR  IAD      40.0       212  15.0    52.0  \n",
+       "218879  N23139    4181    EWR  MCI     170.0      1092  15.0    59.0  \n",
+       "218883  N16987    4231    EWR  RDU      63.0       416  16.0     3.0  \n",
+       "218892  N3AVAA    1925    LGA  MIA     147.0      1096  16.0    10.0  \n",
+       "218899  N17108    4667    EWR  MSP     172.0      1008  16.0    16.0  \n",
+       "218912  N13965    4085    EWR  CVG      91.0       569  16.0    34.0  \n",
+       "218919  N33182    4133    EWR  PVD      39.0       160  16.0    40.0  \n",
+       "218920  N14570    4561    EWR  MKE     111.0       725  16.0    40.0  \n",
+       "218944  N277WN    3952    EWR  DEN     251.0      1605  17.0     3.0  \n",
+       "218945  N365NB    1819    LGA  MSP     147.0      1020  17.0     5.0  \n",
+       "218946  N193JB       6    JFK  BUF      57.0       301  17.0     5.0  \n",
+       "218957  N12135    4328    EWR  MSY     151.0      1167  17.0    19.0  \n",
+       "218958  N12967    3827    EWR  BNA     106.0       748  17.0    19.0  \n",
+       "218968  N14562    4299    EWR  DCA       NaN       199  17.0    27.0  \n",
+       "219002  N14177    4572    EWR  GSP      84.0       594  17.0    51.0  \n",
+       "219021  N678MQ    4323    JFK  ORF      52.0       290  18.0     5.0  \n",
+       "219030  N463UA     589    EWR  ORD     108.0       719  18.0    15.0  \n",
+       "219034  N322NB    1863    JFK  SAT     206.0      1587  18.0    20.0  \n",
+       "219057  N522UA     625    EWR  BOS      35.0       200  18.0    41.0  \n",
+       "219058  N15910    4377    EWR  JAX     116.0       820  18.0    42.0  \n",
+       "219068  N12540    3821    EWR  DTW      81.0       488  18.0    52.0  \n",
+       "219079  N36915    4381    EWR  DTW      82.0       488  18.0    58.0  \n",
+       "219098  N918XJ    3285    JFK  DTW      90.0       509  19.0    17.0  \n",
+       "219105  N23707     195    EWR  DFW     178.0      1372  19.0    22.0  \n",
+       "219113  N908XJ    3542    JFK  MSP     157.0      1029  19.0    28.0  \n",
+       "219128  N8970D    4059    LGA  DAY      83.0       549  19.0    42.0  \n",
+       "219155  N432UA     308    EWR  ORD     101.0       719  20.0     9.0  \n",
+       "219176  N16987    4411    EWR  MEM     132.0       946  20.0    35.0  \n",
+       "219194  N162UW    1491    LGA  CLT      77.0       544  21.0     9.0  \n",
+       "219201  N14950    4312    EWR  DCA      47.0       199  21.0    21.0  \n",
+       "219220  N804MQ    4449    JFK  DCA      38.0       213  21.0    45.0  \n",
+       "219224  N13124    4370    EWR  CHS      87.0       628  22.0     4.0  \n",
+       "219227  N15572    4695    EWR  MHT      44.0       209  22.0     8.0  \n",
+       "219230  N701UW    2191    LGA  DCA      40.0       214  22.0    13.0  \n",
+       "219231  N654UA     452    EWR  LAS     268.0      2227  22.0    16.0  \n",
+       "219234  N828AS    5714    JFK  IAD      44.0       228  22.0    33.0  \n",
+       "219238  N14562    4292    EWR  GSP      83.0       594  22.0    46.0  \n",
+       "219239  N23139    4419    EWR  MCI     156.0      1092  22.0    50.0  \n",
+       "219242  N17108    4276    EWR  BDL      24.0       116  23.0     4.0  \n",
+       "219523  N713MQ    4521    LGA  RDU      65.0       431   9.0    35.0  \n",
+       "219585  N740EV    5025    LGA  BTV      47.0       258  10.0    45.0  \n",
+       "219621  N23708    1025    LGA  IAH     200.0      1416  11.0    30.0  \n",
+       "219660  N516MQ    3792    JFK  DCA      46.0       213  12.0    26.0  \n",
+       "219671  N323AA      19    JFK  LAX     321.0      2475  12.0    46.0  \n",
+       "219741  N470UA     522    LGA  ORD     111.0       733  13.0    58.0  \n",
+       "219764  N740EV    5148    LGA  CVG      93.0       585  14.0    34.0  \n",
+       "219772  N710EV    4990    LGA  MCI     150.0      1107  14.0    40.0  \n",
+       "219793  N3BDAA     977    EWR  MIA     161.0      1085  14.0    54.0  \n",
+       "219815  N12564    3829    EWR  PWM      46.0       284  15.0    13.0  \n",
+       "219898  N17128    1584    EWR  LAX     340.0      2454  16.0    21.0  \n",
+       "219915  N76519    1557    EWR  DEN     247.0      1605  16.0    36.0  \n",
+       "219967  N527MQ    4622    LGA  BNA     103.0       764  17.0    29.0  \n",
+       "219992  N21144    4328    EWR  MSY     153.0      1167  17.0    51.0  \n",
+       "220003  N928XJ    3383    JFK  CVG      89.0       589  18.0     1.0  \n",
+       "220034  N241WN     197    LGA  STL     127.0       888  18.0    31.0  \n",
+       "220049  N14920    3821    EWR  DTW      94.0       488  18.0    50.0  \n",
+       "220074  N717JL     366    LGA  ATL     107.0       762  19.0     8.0  \n",
+       "220110  N3JRAA     119    EWR  LAX     352.0      2454  19.0    37.0  \n",
+       "220118  N919DE    2391    JFK  TPA     128.0      1005  19.0    47.0  \n",
+       "220127  N286WN     504    EWR  MDW     100.0       711  19.0    59.0  \n",
+       "220131  N334NW    2331    LGA  DTW      75.0       502  20.0     7.0  \n",
+       "220132  N14188    4348    EWR  MCI     150.0      1092  20.0     8.0  \n",
+       "220162  N8477R    4127    JFK  IAD      41.0       228  20.0    49.0  \n",
+       "220175  N909XJ    3450    JFK  JAX     108.0       828  21.0     7.0  \n",
+       "220188  N844UA     698    EWR  DFW     172.0      1372  21.0    32.0  \n",
+       "220189  N710EV    4998    LGA  MCI     149.0      1107  21.0    35.0  \n",
+       "220198  N806JB     677    JFK  LAX     347.0      2475  21.0    45.0  \n",
+       "220200  N829AS    5714    JFK  IAD      40.0       228  21.0    50.0  \n",
+       "220205  N602DL    2363    JFK  LAX     334.0      2475  22.0     1.0  \n",
+       "220211  N534MQ    4584    LGA  CLT      77.0       544  22.0    19.0  \n",
+       "220215  N11181    4419    EWR  MCI     150.0      1092  22.0    38.0  \n",
+       "220216  N13955    3807    EWR  PVD      52.0       160  22.0    39.0  \n",
+       "220217  N852MQ    4617    LGA  RDU      62.0       431  22.0    41.0  \n",
+       "220417  N3AJAA     711    LGA  DFW     186.0      1389   8.0    17.0  \n",
+       "220553  N87507    1474    EWR  DFW     189.0      1372  10.0    28.0  \n",
+       "220581  N13988    4140    EWR  ATL     109.0       746  11.0     3.0  \n",
+       "220665  N547JB      61    JFK  FLL     140.0      1069  12.0    54.0  \n",
+       "220694  N203JB    1191    JFK  ACK      37.0       199  13.0    21.0  \n",
+       "220725  N711MQ    4431    LGA  RDU      61.0       431  13.0    59.0  \n",
+       "220785  N3AXAA     753    LGA  DFW     196.0      1389  15.0     2.0  \n",
+       "220794  N725MQ    4491    LGA  CLE      64.0       419  15.0    13.0  \n",
+       "220858  N504AA     341    LGA  ORD     114.0       733  16.0    20.0  \n",
+       "220859  N557AA     337    LGA  ORD     117.0       733  16.0    21.0  \n",
+       "220865  N504UA     745    LGA  DEN     212.0      1620  16.0    26.0  \n",
+       "220869  N721MQ    4447    LGA  RDU      66.0       431  16.0    31.0  \n",
+       "220870  N13949    3822    EWR  IAD      72.0       212  16.0    32.0  \n",
+       "220884  N945WN    1153    EWR  MDW     113.0       711  16.0    45.0  \n",
+       "220885  N679MQ    4146    JFK  CMH      73.0       483  16.0    46.0  \n",
+       "220887  N926XJ    3523    JFK  ORD     135.0       740  16.0    47.0  \n",
+       "220890  N14972    4708    EWR  SDF     101.0       642  16.0    51.0  \n",
+       "220900   N3766    1773    JFK  SLC     259.0      1990  16.0    55.0  \n",
+       "220909  N467UA     741    LGA  ORD     109.0       733  17.0     1.0  \n",
+       "220915  N11199    4328    EWR  MSY     152.0      1167  17.0    11.0  \n",
+       "220925  N10575    4299    EWR  DCA      42.0       199  17.0    24.0  \n",
+       "220926  N3AJAA     763    LGA  DFW     196.0      1389  17.0    25.0  \n",
+       "220943  N324US    1619    LGA  MSP     142.0      1020  17.0    35.0  \n",
+       "220944  N11206    1023    EWR  DEN     215.0      1605  17.0    35.0  \n",
+       "220946  N853VA      27    JFK  SFO     358.0      2586  17.0    36.0  \n",
+       "220959  N720MQ    4415    LGA  RDU      62.0       431  17.0    46.0  \n",
+       "220962  N405WN    3952    EWR  DEN     218.0      1605  17.0    50.0  \n",
+       "220967  N793JB     985    LGA  TPA     135.0      1010  17.0    55.0  \n",
+       "220980  N203JB     915    JFK  ORD     116.0       740  18.0     9.0  \n",
+       "220984  N27733    1604    EWR  ORD     108.0       719  18.0    13.0  \n",
+       "221003  N48901    3821    EWR  DTW      97.0       488  18.0    32.0  \n",
+       "221026  N3JGAA     257    JFK  LAS     329.0      2248  18.0    54.0  \n",
+       "221032  N314NB    1863    JFK  SAT     213.0      1587  18.0    55.0  \n",
+       "221033  N844MQ    4410    JFK  DCA      49.0       213  18.0    55.0  \n",
+       "221037  N840UA     597    EWR  ORD     108.0       719  18.0    58.0  \n",
+       "221045  N456UA     689    LGA  ORD     114.0       733  19.0     3.0  \n",
+       "221055  N713MQ    4540    LGA  DTW      82.0       502  19.0    22.0  \n",
+       "221059  N585UA     296    LGA  DEN     237.0      1620  19.0    23.0  \n",
+       "221061  N922WN     504    EWR  MDW     103.0       711  19.0    26.0  \n",
+       "221066  N202FR     837    LGA  DEN     220.0      1620  19.0    28.0  \n",
+       "221074  N809UA     346    EWR  LAX     341.0      2454  19.0    36.0  \n",
+       "221077  N522MQ    3730    EWR  ORD     103.0       719  19.0    38.0  \n",
+       "221082  N470UA     697    EWR  DEN     238.0      1605  19.0    44.0  \n",
+       "221087  N491UA     691    LGA  ORD     112.0       733  19.0    49.0  \n",
+       "221100  N3DBAA    1351    JFK  ORD     116.0       740  20.0     0.0  \n",
+       "221108  N547JB     111    JFK  FLL     141.0      1069  20.0     9.0  \n",
+       "221109  N13118    4131    EWR  RIC      50.0       277  20.0    10.0  \n",
+       "221115  N615QX    5168    LGA  GSO      63.0       461  20.0    17.0  \n",
+       "221119  N17245    1053    EWR  CLE      57.0       404  20.0    19.0  \n",
+       "221127  N551WN    3962    LGA  MDW     103.0       725  20.0    24.0  \n",
+       "221141  N388DA    1621    JFK  DEN     216.0      1626  20.0    44.0  \n",
+       "221144  N804MQ    4423    JFK  RDU      68.0       427  20.0    46.0  \n",
+       "221154  N923AT     645    LGA  ATL     112.0       762  21.0     0.0  \n",
+       "221157  N918XJ    3525    JFK  ORD     114.0       740  21.0     4.0  \n",
+       "221163  N909XJ    3367    JFK  CVG      86.0       589  21.0    18.0  \n",
+       "221166  N469WN    1354    LGA  BNA     103.0       764  21.0    22.0  \n",
+       "221168  N12135    4348    EWR  MCI     158.0      1092  21.0    25.0  \n",
+       "221175  N483AA    2075    EWR  DFW     182.0      1372  21.0    37.0  \n",
+       "221181  N324JB     917    JFK  ORD     109.0       740  21.0    44.0  \n",
+       "221185  N499AA     361    LGA  ORD     108.0       733  21.0    54.0  \n",
+       "221186  N505MQ    3744    EWR  ORD     109.0       719  21.0    59.0  \n",
+       "221187  N816UA     695    LGA  ORD     106.0       733  22.0     1.0  \n",
+       "221189  N723MQ    4569    LGA  RDU      65.0       431  22.0     3.0  \n",
+       "221197  N720MQ    4573    LGA  DTW      77.0       502  22.0    22.0  \n",
+       "221199  N14952    4368    EWR  DAY      76.0       533  22.0    30.0  \n",
+       "221203  N7738A     490    EWR  MDW     102.0       711  22.0    48.0  \n",
+       "221204  N844MQ    4449    JFK  DCA      48.0       213  22.0    49.0  \n",
+       "221205  N16151    3854    EWR  SDF     104.0       642  22.0    50.0  \n",
+       "221209  N925WN    1731    LGA  MDW     102.0       725  23.0    18.0  \n",
+       "221362  N14573    3847    EWR  PIT      53.0       319   7.0    54.0  \n",
+       "221388  N13956    4241    EWR  DCA      48.0       199   8.0     7.0  \n",
+       "221397  N13975    4302    EWR  IAD      38.0       212   8.0    12.0  \n",
+       "221403  N14250    1123    LGA  ORD     106.0       733   8.0    16.0  \n",
+       "221456  N13566    3825    EWR  BDL      25.0       116   9.0     2.0  \n",
+       "221461  N27152    4462    EWR  OMA     162.0      1134   9.0    11.0  \n",
+       "221462  N5FKAA     655    JFK  STT     211.0      1623   9.0    12.0  \n",
+       "221467  N319AA     443    JFK  MIA     140.0      1089   9.0    18.0  \n",
+       "221533  N14993    4246    EWR  DTW      78.0       488  10.0    26.0  \n",
+       "221586  N927XJ    3465    JFK  BOS      39.0       187  11.0    44.0  \n",
+       "221587  N628VA     407    JFK  LAX     323.0      2475  11.0    48.0  \n",
+       "221596  N339AA       1    JFK  LAX     315.0      2475  11.0    54.0  \n",
+       "221606  N8907A    3608    JFK  PHL      37.0        94  12.0     3.0  \n",
+       "221635  N554UA     703    JFK  LAX     330.0      2475  12.0    47.0  \n",
+       "221645  N484UA     405    LGA  DEN     215.0      1620  12.0    54.0  \n",
+       "221670  N354JB    1303    JFK  IAD      45.0       228  13.0    24.0  \n",
+       "221690  N496WN    2497    LGA  DEN     213.0      1620  13.0    47.0  \n",
+       "221705  N14174    3852    EWR  DAY      77.0       533  14.0     7.0  \n",
+       "221710  N14105    4567    EWR  MCI     157.0      1092  14.0    11.0  \n",
+       "221737  N201FR     507    LGA  DEN     217.0      1620  14.0    42.0  \n",
+       "221770  N716EV    4898    EWR  ATL      99.0       746  15.0    13.0  \n",
+       "221771  N910XJ    3381    JFK  BOS      40.0       187  15.0    13.0  \n",
+       "221849  N606MQ    4172    JFK  CLE      77.0       425  16.0    23.0  \n",
+       "221862  N477UA     608    EWR  IAH     177.0      1400  16.0    36.0  \n",
+       "221868  N12540    3822    EWR  IAD      40.0       212  16.0    42.0  \n",
+       "221875  N682MQ    4146    JFK  CMH      71.0       483  16.0    50.0  \n",
+       "221893  N8980A    4205    JFK  BWI      35.0       184  16.0    59.0  \n",
+       "221906  N21537    4326    EWR  CLT      77.0       529  17.0     9.0  \n",
+       "221907  N388DA     161    JFK  LAS     312.0      2248  17.0    10.0  \n",
+       "221908  N924XJ    3459    JFK  BNA     103.0       765  17.0    10.0  \n",
+       "221913  N828AW     688    EWR  PHX     294.0      2133  17.0    18.0  \n",
+       "221937  N815MQ    4403    JFK  RDU      66.0       427  17.0    33.0  \n",
+       "221940  N751EV    4974    LGA  BNA     100.0       764  17.0    40.0  \n",
+       "221950  N809UA     468    EWR  LAX     325.0      2454  17.0    52.0  \n",
+       "221965  N24729    1604    EWR  ORD     109.0       719  18.0     6.0  \n",
+       "221997  N33203    1269    EWR  PBI     137.0      1023  18.0    37.0  \n",
+       "221999  N8543F    4120    JFK  CLE      79.0       425  18.0    39.0  \n",
+       "222007  N3JFAA    1351    JFK  ORD     110.0       740  18.0    47.0  \n",
+       "222014  N14174    3821    EWR  DTW      87.0       488  18.0    52.0  \n",
+       "222017  N10575    3853    EWR  STL       NaN       872  18.0    54.0  \n",
+       "222056  N336NW    1715    LGA  MSY     155.0      1183  19.0    33.0  \n",
+       "222070  N57852    1182    EWR  LAS     281.0      2227  19.0    47.0  \n",
+       "222086  N910XJ    3400    JFK  MKE     110.0       745  20.0     1.0  \n",
+       "222087  N8808H    4019    JFK  RIC      50.0       288  20.0     1.0  \n",
+       "222088  N545UA     399    EWR  LAX     322.0      2454  20.0     2.0  \n",
+       "222101  N406UA     562    EWR  DEN     219.0      1605  20.0    16.0  \n",
+       "222105  N909XJ    3367    JFK  CVG      87.0       589  20.0    19.0  \n",
+       "222128  N8980A    3899    JFK  CLE      71.0       425  20.0    45.0  \n",
+       "222129  N661JB     171    JFK  SMF     327.0      2521  20.0    45.0  \n",
+       "222132  N909EV    5769    LGA  IAD      45.0       229  20.0    47.0  \n",
+       "222147  N236WN    3962    LGA  MDW     103.0       725  21.0     5.0  \n",
+       "222150  N14904    3267    EWR  PWM      49.0       284  21.0    10.0  \n",
+       "222158  N8733G    4033    LGA  TYS      90.0       647  21.0    24.0  \n",
+       "222174  N21537    4247    EWR  DTW      79.0       488  22.0     0.0  \n",
+       "222175  N11121    4368    EWR  DAY      73.0       533  22.0     9.0  \n",
+       "222177  N804MQ    4449    JFK  DCA      49.0       213  22.0    32.0  \n",
+       "222185  N0EGMQ    4660    LGA  BNA      99.0       764  23.0     4.0  \n",
+       "222186  N443UA     425    EWR  FLL     134.0      1065  23.0     7.0  \n",
+       "222368  N938DL    2003    LGA  MIA     139.0      1096   8.0    33.0  \n",
+       "222378  N14916    4471    EWR  CLT      77.0       529   8.0    44.0  \n",
+       "222489  N14960    4122    EWR  SDF      97.0       642  11.0    19.0  \n",
+       "222606  N973DL    1685    LGA  MCO     125.0       950  14.0     2.0  \n",
+       "222635  N627VA     411    JFK  LAX     334.0      2475  14.0    39.0  \n",
+       "222821  N481UA     315    EWR  DEN     215.0      1605  18.0     7.0  \n",
+       "222823  N348NB    1131    LGA  DTW      77.0       502  18.0     9.0  \n",
+       "222844  N721MQ    4540    LGA  DTW      83.0       502  18.0    34.0  \n",
+       "222846  N936XJ    3383    JFK  CVG      83.0       589  18.0    37.0  \n",
+       "222879  N565AA     345    LGA  ORD     124.0       733  19.0    18.0  \n",
+       "222919  N3GAAA    1351    JFK  ORD     111.0       740  20.0    12.0  \n",
+       "222939  N746JB     155    JFK  MCO     122.0       944  21.0     4.0  \n",
+       "222948  N589JB    1069    JFK  AUS     204.0      1521  21.0    50.0  \n",
+       "222950  N8936A    3899    JFK  CLE      74.0       425  22.0     9.0  \n",
+       "222962  N37468    1548    EWR  MSY     168.0      1167   0.0    20.0  \n",
+       "222963  N354JB      30    JFK  ROC      47.0       264   0.0    24.0  \n",
+       "222964  N11192    4119    EWR  RIC      47.0       277   0.0    33.0  \n",
+       "222965  N597JB     383    LGA  FLL     147.0      1076   0.0    35.0  \n",
+       "222966  N25134    4670    EWR  CLT      89.0       529   0.0    36.0  \n",
+       "222968  N13553    5855    EWR  SDF     101.0       642   1.0    28.0  \n",
+       "222969  N12157    4575    EWR  DCA      38.0       199   1.0    31.0  \n",
+       "222970  N904WN     579    LGA  MDW     106.0       725   2.0    19.0  \n",
+       "223124  N38403    1693    EWR  IAH     210.0      1400   8.0    31.0  \n",
+       "223160  N479UA     306    LGA  IAH     202.0      1416   9.0     6.0  \n",
+       "223329  N12921    4510    EWR  MKE     125.0       725  12.0    49.0  \n",
+       "223373  N503UA     765    EWR  DEN     219.0      1605  13.0    42.0  \n",
+       "223433  N580JB    1783    JFK  MCO     125.0       944  15.0     5.0  \n",
+       "223436  N14916    4294    EWR  SAV     104.0       708  15.0     8.0  \n",
+       "223438  N961DL     781    LGA  ATL     112.0       762  15.0    10.0  \n",
+       "223444  N915AT     349    LGA  ATL     129.0       762  15.0    19.0  \n",
+       "223459  N14950    4281    EWR  BTV      49.0       266  15.0    39.0  \n",
+       "223464  N3AJAA     753    LGA  DFW     188.0      1389  15.0    44.0  \n",
+       "223473  N469UA     354    EWR  CLE      63.0       404  15.0    53.0  \n",
+       "223474  N13949    3826    EWR  IAD      44.0       212  15.0    53.0  \n",
+       "223482  N690MQ    4172    JFK  CLE      75.0       425  16.0     5.0  \n",
+       "223493  N556UA     394    EWR  SFO     321.0      2565  16.0    30.0  \n",
+       "223497  N14952    4685    EWR  MEM     144.0       946  16.0    30.0  \n",
+       "223505  N11536    4381    EWR  DTW      85.0       488  16.0    44.0  \n",
+       "223510  N322NB    1705    LGA  MSY     171.0      1183  16.0    50.0  \n",
+       "223511  N13994    3827    EWR  BNA     112.0       748  16.0    51.0  \n",
+       "223522  N755EV    4974    LGA  BNA     116.0       764  17.0    11.0  \n",
+       "223526  N936XJ    3315    JFK  MSP     150.0      1029  17.0    18.0  \n",
+       "223528  N11193    4133    EWR  PVD      34.0       160  17.0    22.0  \n",
+       "223536  N13566    4701    EWR  CMH      75.0       463  17.0    24.0  \n",
+       "223541  N640JB     369    LGA  PBI     134.0      1035  17.0    26.0  \n",
+       "223547  N77525    1217    LGA  ORD     110.0       733  17.0    33.0  \n",
+       "223548  N314NB      95    JFK  DTW      82.0       509  17.0    33.0  \n",
+       "223552  N12563    4404    EWR  SDF     105.0       642  17.0    41.0  \n",
+       "223556  N23721    1144    LGA  CLE      63.0       419  17.0    53.0  \n",
+       "223558  N16919    3824    EWR  GSO      68.0       445  17.0    53.0  \n",
+       "223559  N677MQ    3985    JFK  CVG      92.0       589  17.0    54.0  \n",
+       "223560  N24212    1067    LGA  DEN     228.0      1620  17.0    54.0  \n",
+       "223561  N8936A    4205    JFK  BWI       NaN       184  17.0    56.0  \n",
+       "223564  N328NW    1619    LGA  MSP     144.0      1020  17.0    58.0  \n",
+       "223565  N937WN     216    EWR  MDW     119.0       711  18.0     1.0  \n",
+       "223566  N15983    4596    EWR  STL     134.0       872  18.0     1.0  \n",
+       "223567  N972DL    1373    JFK  MIA     143.0      1089  18.0     2.0  \n",
+       "223568  N360NW     141    JFK  FLL     138.0      1069  18.0     4.0  \n",
+       "223569  N648MQ    4146    JFK  CMH      74.0       483  18.0     6.0  \n",
+       "223571  N520UW      17    JFK  PHX     274.0      2153  18.0     9.0  \n",
+       "223572  N741SA    1795    LGA  MDW     115.0       725  18.0    10.0  \n",
+       "223574  N14174    4576    EWR  GRR      96.0       605  18.0    10.0  \n",
+       "223576  N4YDAA    1905    EWR  DFW     192.0      1372  18.0    16.0  \n",
+       "223577  N345NB    1473    LGA  MEM     152.0       963  18.0    16.0  \n",
+       "223578  N16963    4231    EWR  CVG      95.0       569  18.0    18.0  \n",
+       "223579  N350NA    1185    EWR  SLC     260.0      1969  18.0    27.0  \n",
+       "223582  N349NW    2331    LGA  DTW      81.0       502  18.0    31.0  \n",
+       "223584  N933XJ    3459    JFK  BNA     113.0       765  18.0    33.0  \n",
+       "223586  N722MQ    4540    LGA  DTW      89.0       502  18.0    37.0  \n",
+       "223587  N8969A    4120    JFK  CLE      76.0       425  18.0    40.0  \n",
+       "223588  N793JB     537    EWR  TPA     147.0       997  18.0    40.0  \n",
+       "223591  N14117    4328    EWR  MSY     166.0      1167  18.0    45.0  \n",
+       "223593  N14977    4326    EWR  CLT      84.0       529  18.0    47.0  \n",
+       "223594  N370NW    2383    LGA  PWM      50.0       269  18.0    52.0  \n",
+       "223597  N337JB      24    JFK  SYR      43.0       209  18.0    57.0  \n",
+       "223598  N11206    1712    EWR  IAH     192.0      1400  18.0    58.0  \n",
+       "223602  N805MQ    4410    JFK  DCA      56.0       213  19.0     2.0  \n",
+       "223603  N3AAAA    1611    LGA  MIA     143.0      1096  19.0     6.0  \n",
+       "223604  N410UA     573    EWR  SNA     325.0      2434  19.0     7.0  \n",
+       "223605  N12172    4517    EWR  MSP     149.0      1008  19.0     7.0  \n",
+       "223607  N516JB      83    JFK  SEA     338.0      2422  19.0     9.0  \n",
+       "223610  N17719    1505    LGA  IAH     193.0      1416  19.0    14.0  \n",
+       "223612  N787SA     493    LGA  STL     129.0       888  19.0    14.0  \n",
+       "223613  N118US    1687    LGA  CLT     114.0       544  19.0    15.0  \n",
+       "223614  N682MQ    4309    JFK  IND     105.0       665  19.0    16.0  \n",
+       "223615  N3BPAA     785    LGA  DFW     201.0      1389  19.0    17.0  \n",
+       "223616  N914FJ    2751    LGA  CLT     122.0       544  19.0    17.0  \n",
+       "223617  N13975    4202    EWR  STL     128.0       872  19.0    17.0  \n",
+       "223618  N38454    1130    EWR  DFW     182.0      1372  19.0    18.0  \n",
+       "223619  N601LR    3383    JFK  CVG      92.0       589  19.0    18.0  \n",
+       "223620  N16559    3853    EWR  CMH      73.0       463  19.0    18.0  \n",
+       "223621  N763JB     985    LGA  TPA     146.0      1010  19.0    19.0  \n",
+       "223624  N739GB    1939    EWR  DEN     223.0      1605  19.0    25.0  \n",
+       "223625  N354JB    1307    JFK  IAD      50.0       228  19.0    29.0  \n",
+       "223627  N532MQ    4601    LGA  RDU      75.0       431  19.0    30.0  \n",
+       "223628  N35271    1127    EWR  SFO     325.0      2565  19.0    33.0  \n",
+       "223629  N14959    4300    EWR  RIC      57.0       277  19.0    33.0  \n",
+       "223631  N939WN     345    LGA  DEN     227.0      1620  19.0    34.0  \n",
+       "223632  N640AW     449    EWR  CLT     100.0       529  19.0    35.0  \n",
+       "223634  N76519    1242    LGA  ORD     131.0       733  19.0    37.0  \n",
+       "223635  N372NW     884    LGA  DEN     218.0      1620  19.0    37.0  \n",
+       "223638  N14950    4207    EWR  BNA     119.0       748  19.0    38.0  \n",
+       "223639  N510MQ    4657    LGA  ATL     113.0       762  19.0    42.0  \n",
+       "223641  N311US    2019    LGA  MSP     156.0      1020  19.0    47.0  \n",
+       "223644  N962DL    1585    LGA  MCO     139.0       950  19.0    51.0  \n",
+       "223645  N172US    1491    LGA  CLT      89.0       544  19.0    56.0  \n",
+       "223648  N592AA     353    LGA  ORD     128.0       733  20.0     0.0  \n",
+       "223650  N524UA     468    EWR  LAX     321.0      2454  20.0     3.0  \n",
+       "223651  N34460    1288    EWR  DEN     208.0      1605  20.0     4.0  \n",
+       "223653  N388DA    2370    LGA  PBI     143.0      1035  20.0     7.0  \n",
+       "223654  N211WN     580    EWR  HOU     200.0      1411  20.0     8.0  \n",
+       "223656  N636JB      35    JFK  PBI     135.0      1028  20.0    11.0  \n",
+       "223657  N518UA     389    JFK  SFO     344.0      2586  20.0    12.0  \n",
+       "223658  N336AA     177    JFK  SFO     353.0      2586  20.0    12.0  \n",
+       "223660  N724MQ    4517    LGA  CRW      80.0       444  20.0    18.0  \n",
+       "223664  N594UA     726    EWR  SFO     329.0      2565  20.0    29.0  \n",
+       "223665  N909XJ    3413    JFK  BWI      47.0       184  20.0    29.0  \n",
+       "223669  N3JJAA     119    EWR  LAX     322.0      2454  20.0    30.0  \n",
+       "223671  N963DL    1485    LGA  MCO     135.0       950  20.0    31.0  \n",
+       "223673  N648DL      61    LGA  ATL     106.0       762  20.0    36.0  \n",
+       "223674  N588JB     111    JFK  FLL     142.0      1069  20.0    37.0  \n",
+       "223677  N910DL    1435    LGA  TPA     152.0      1010  20.0    41.0  \n",
+       "223678  N913DE    2139    LGA  MIA     169.0      1096  20.0    42.0  \n",
+       "223679  N927XJ    3542    JFK  MSP     154.0      1029  20.0    43.0  \n",
+       "223680  N820AY    3899    JFK  CLE      72.0       425  20.0    43.0  \n",
+       "223681  N509JB     381    LGA  FLL     161.0      1076  20.0    46.0  \n",
+       "223682  N3EXAA    1787    JFK  TPA     140.0      1005  20.0    47.0  \n",
+       "223685  N3ASAA    1709    LGA  MIA     160.0      1096  20.0    52.0  \n",
+       "223686  N433LV     542    LGA  MKE     108.0       738  20.0    52.0  \n",
+       "223687  N552UW     297    JFK  CLT      89.0       541  20.0    53.0  \n",
+       "223688  N332AA      21    JFK  LAX     315.0      2475  20.0    54.0  \n",
+       "223689  N3CHAA     269    JFK  SEA     340.0      2422  20.0    55.0  \n",
+       "223690  N4UCAA     361    LGA  ORD     111.0       733  20.0    56.0  \n",
+       "223691  N438WN    2603    LGA  BNA     119.0       764  20.0    57.0  \n",
+       "223692  N505MQ    4626    LGA  CMH      76.0       479  20.0    59.0  \n",
+       "223693  N950UW    2142    LGA  BOS      47.0       184  21.0     2.0  \n",
+       "223694  N614DL    1643    JFK  SEA     333.0      2422  21.0     4.0  \n",
+       "223696  N3EDAA    1762    JFK  BOS      39.0       187  21.0     8.0  \n",
+       "223697  N679DA     947    LGA  ATL     117.0       762  21.0     8.0  \n",
+       "223698  N985DL    2131    LGA  DTW      81.0       502  21.0    10.0  \n",
+       "223700  N542MQ    4674    LGA  CLE      66.0       419  21.0    12.0  \n",
+       "223701  N512UA     535    JFK  LAX     353.0      2475  21.0    12.0  \n",
+       "223702  N8604C    4019    JFK  RIC      57.0       288  21.0    13.0  \n",
+       "223703  N204WN     625    EWR  MDW     108.0       711  21.0    13.0  \n",
+       "223704  N14916    4370    EWR  CHS     101.0       628  21.0    13.0  \n",
+       "223705  N184DN      73    JFK  ATL     108.0       760  21.0    15.0  \n",
+       "223706  N16703    1448    EWR  SAT     225.0      1569  21.0    19.0  \n",
+       "223710  N552JB     179    JFK  PHX     291.0      2153  21.0    24.0  \n",
+       "223712  N634VA     193    EWR  SFO     325.0      2565  21.0    32.0  \n",
+       "223713  N613JB     527    EWR  MCO     132.0       937  21.0    34.0  \n",
+       "223714  N746JB     677    JFK  LAX     335.0      2475  21.0    35.0  \n",
+       "223715  N326NB     926    EWR  ATL     106.0       746  21.0    35.0  \n",
+       "223716  N658JB     155    JFK  MCO     128.0       944  21.0    36.0  \n",
+       "223719  N203JB    1016    JFK  BOS      40.0       187  21.0    43.0  \n",
+       "223720  N408AS       7    EWR  SEA     324.0      2402  21.0    45.0  \n",
+       "223721  N520JB    1178    EWR  BOS      36.0       200  21.0    45.0  \n",
+       "223723  N8577D    4127    JFK  IAD      45.0       228  21.0    49.0  \n",
+       "223724  N7714B      19    EWR  STL     128.0       872  21.0    49.0  \n",
+       "223725  N358JB     115    JFK  MSY     173.0      1182  21.0    51.0  \n",
+       "223726  N840AY    4277    JFK  ORF      69.0       290  21.0    53.0  \n",
+       "223727  N13566    4361    EWR  TYS      99.0       631  21.0    53.0  \n",
+       "223729  N34282    1265    EWR  ORD     108.0       719  21.0    57.0  \n",
+       "223730  N537AA     359    LGA  ORD     119.0       733  21.0    58.0  \n",
+       "223732  N524MQ    4662    LGA  ATL     111.0       762  22.0     1.0  \n",
+       "223733  N37274    1071    EWR  BQN     186.0      1585  22.0     2.0  \n",
+       "223734  N301NB     975    LGA  PIT      58.0       335  22.0     2.0  \n",
+       "223735  N37252    1687    EWR  PBI     147.0      1023  22.0     5.0  \n",
+       "223737  N925XJ    3367    JFK  CVG      88.0       589  22.0    10.0  \n",
+       "223738  N411UA     214    LGA  IAH     194.0      1416  22.0    13.0  \n",
+       "223739  N14228    1651    EWR  CLE      63.0       404  22.0    13.0  \n",
+       "223741  N547JB     399    LGA  MCO     138.0       950  22.0    15.0  \n",
+       "223742  N633VA      29    JFK  SFO     347.0      2586  22.0    15.0  \n",
+       "223745  N463WN    1454    EWR  MSY     169.0      1167  22.0    18.0  \n",
+       "223746  N412UA     528    EWR  IAH     189.0      1400  22.0    21.0  \n",
+       "223747  N819UA     994    EWR  BOS      41.0       200  22.0    23.0  \n",
+       "223748  N541UA     520    EWR  ORD     103.0       719  22.0    26.0  \n",
+       "223750  N22909    4672    EWR  STL     128.0       872  22.0    32.0  \n",
+       "223751  N490UA     404    EWR  FLL     152.0      1065  22.0    33.0  \n",
+       "223752  N406UA     492    EWR  FLL     138.0      1065  22.0    35.0  \n",
+       "223753  N949UW    2187    LGA  DCA      55.0       214  22.0    35.0  \n",
+       "223754  N534MQ    3783    JFK  CMH      69.0       483  22.0    36.0  \n",
+       "223756  N840UA     641    EWR  BOS      41.0       200  22.0    39.0  \n",
+       "223757  N0EGMQ    4649    LGA  MSP     133.0      1020  22.0    41.0  \n",
+       "223759  N529UA     527    EWR  IAH     186.0      1400  22.0    42.0  \n",
+       "223760  N505JB     509    EWR  FLL     138.0      1065  22.0    42.0  \n",
+       "223762  N554UA     771    JFK  LAX     336.0      2475  22.0    48.0  \n",
+       "223763  N955AT     485    LGA  CAK      62.0       397  22.0    50.0  \n",
+       "223764  N15985    4191    EWR  BNA     116.0       748  22.0    51.0  \n",
+       "223766  N530VA     169    EWR  LAX     342.0      2454  22.0    59.0  \n",
+       "223767  N73299    1555    EWR  TPA     138.0       997  23.0     1.0  \n",
+       "223768  N563JB      37    JFK  FLL     144.0      1069  23.0     9.0  \n",
+       "223769  N16951    4378    EWR  BTV      51.0       266  23.0    11.0  \n",
+       "223770  N37422    1550    EWR  PBI     142.0      1023  23.0    13.0  \n",
+       "223771  N611QX    5038    LGA  BHM     130.0       866  23.0    16.0  \n",
+       "223772  N938DL    1147    LGA  ATL     116.0       762  23.0    19.0  \n",
+       "223773  N31412    1692    EWR  MCO     132.0       937  23.0    20.0  \n",
+       "223775  N561JB      43    JFK  MCO     127.0       944  23.0    32.0  \n",
+       "223776  N339AA     185    JFK  LAX     348.0      2475  23.0    40.0  \n",
+       "223777  N946UW    2144    LGA  BOS      34.0       184  23.0    42.0  \n",
+       "223778  N631VA     415    JFK  LAX     342.0      2475  23.0    43.0  \n",
+       "223780  N709JB      29    JFK  TPA     138.0      1005  23.0    46.0  \n",
+       "223782  N24211    1070    EWR  SFO     328.0      2565  23.0    57.0  \n",
+       "223873  N515MQ    4584    LGA  CLT      77.0       544   0.0    10.0  \n",
+       "223995  N405UA     704    LGA  IAH     185.0      1416   7.0    34.0  \n",
+       "224001  N695CA    5068    EWR  DTW      86.0       488   7.0    37.0  \n",
+       "224111  N946UW    2118    LGA  BOS      39.0       184   9.0    13.0  \n",
+       "224168  N398CA    4901    EWR  MSP     148.0      1008  10.0    27.0  \n",
+       "224176  N722MQ    4558    LGA  CLE      69.0       419  10.0    34.0  \n",
+       "224195  N575AA    1097    LGA  DFW     191.0      1389  11.0     7.0  \n",
+       "224199  N12922    4140    EWR  ATL     118.0       746  11.0    10.0  \n",
+       "224200  N502MQ    4670    LGA  BNA     105.0       764  11.0    13.0  \n",
+       "224201  N13550    4152    EWR  SAV     110.0       708  11.0    15.0  \n",
+       "224212  N604LR    3521    JFK  ORD     120.0       740  11.0    31.0  \n",
+       "224213  N3CRAA    1871    LGA  MIA     170.0      1096  11.0    31.0  \n",
+       "224216  N769US    2169    LGA  DCA      49.0       214  11.0    35.0  \n",
+       "224217  N980AT     353    LGA  CAK      64.0       397  11.0    37.0  \n",
+       "224226  N531MQ    4654    LGA  ATL     114.0       762  11.0    50.0  \n",
+       "224237  N8488D    4065    LGA  SDF     101.0       659  12.0     0.0  \n",
+       "224244  N14570    4510    EWR  MKE     116.0       725  12.0     5.0  \n",
+       "224255  N709EV    5025    LGA  BTV      37.0       258  12.0    26.0  \n",
+       "224256  N8611A    4060    LGA  DAY      89.0       549  12.0    29.0  \n",
+       "224264  N835AS    5736    LGA  IAD      49.0       229  12.0    36.0  \n",
+       "224273  N24212    1210    LGA  ORD     110.0       733  12.0    49.0  \n",
+       "224274  N551UW     196    JFK  PHX     270.0      2153  12.0    49.0  \n",
+       "224287  N506MQ    4582    LGA  CLT      96.0       544  13.0     3.0  \n",
+       "224294  N617DL    1947    LGA  ATL     119.0       762  13.0     7.0  \n",
+       "224296  N530MQ    4619    LGA  ATL     117.0       762  13.0    13.0  \n",
+       "224300  N946UW    2126    LGA  BOS      40.0       184  13.0    20.0  \n",
+       "224301  N907XJ    3381    JFK  BOS      40.0       187  13.0    20.0  \n",
+       "224305  N724MQ    4589    LGA  DTW      86.0       502  13.0    24.0  \n",
+       "224311  N532MQ    4646    LGA  MSP     147.0      1020  13.0    29.0  \n",
+       "224312  N425UA     354    LGA  ORD     109.0       733  13.0    29.0  \n",
+       "224321  N436UA     405    LGA  DEN     219.0      1620  13.0    38.0  \n",
+       "224325  N429UA     608    EWR  IAH     183.0      1400  13.0    43.0  \n",
+       "224333  N12157    4104    EWR  BNA     112.0       748  13.0    55.0  \n",
+       "224346  N468WN     546    LGA  MKE     109.0       738  14.0    11.0  \n",
+       "224349  N34111    4567    EWR  MCI     156.0      1092  14.0    14.0  \n",
+       "224351  N720MQ    4431    LGA  RDU      68.0       431  14.0    16.0  \n",
+       "224355  N899AT     348    LGA  ATL     112.0       762  14.0    18.0  \n",
+       "224368  N3AEMQ    4658    LGA  ATL     117.0       762  14.0    38.0  \n",
+       "224370  N611QX    5596    LGA  MEM     129.0       963  14.0    38.0  \n",
+       "224380  N354JB    1008    JFK  BOS      40.0       187  14.0    46.0  \n",
+       "224409  N722MQ    4564    LGA  DTW      81.0       502  15.0    15.0  \n",
+       "224420  N980AT     349    LGA  ATL     106.0       762  15.0    29.0  \n",
+       "224425  N22909    4129    EWR  DCA      73.0       199  15.0    35.0  \n",
+       "224426  N515MQ    4588    LGA  MSP     158.0      1020  15.0    40.0  \n",
+       "224439  N738MQ    4491    LGA  CLE      69.0       419  15.0    47.0  \n",
+       "224440  N12967    4085    EWR  RDU      67.0       416  15.0    47.0  \n",
+       "224444  N38446    1608    EWR  ORD     119.0       719  15.0    51.0  \n",
+       "224455  N709EV    5148    LGA  CVG      91.0       585  15.0    57.0  \n",
+       "224458  N835AS    5699    LGA  IAD      52.0       229  16.0     0.0  \n",
+       "224459  N662JB     377    LGA  FLL     166.0      1076  16.0     1.0  \n",
+       "224460  N14162    4377    EWR  JAX     133.0       820  16.0     1.0  \n",
+       "224465  N442UA     741    LGA  ORD     111.0       733  16.0     8.0  \n",
+       "224471  N3AJAA    1925    LGA  MIA     160.0      1096  16.0    13.0  \n",
+       "224472  N14953    4381    EWR  DTW      93.0       488  16.0    13.0  \n",
+       "224494  N504MQ    4579    LGA  CLT     119.0       544  16.0    34.0  \n",
+       "224501  N713MQ    4429    LGA  CMH      82.0       479  16.0    41.0  \n",
+       "224506  N13550    4561    EWR  MKE     113.0       725  16.0    43.0  \n",
+       "224531  N901XJ    3393    JFK  DCA      53.0       213  17.0     9.0  \n",
+       "224538  N378NW    1942    EWR  ATL     107.0       746  17.0    17.0  \n",
+       "224540  N12922    4093    EWR  CVG      91.0       569  17.0    18.0  \n",
+       "224544  N11192    4667    EWR  MSP     162.0      1008  17.0    19.0  \n",
+       "224558  N534MQ    4669    LGA  ATL     112.0       762  17.0    30.0  \n",
+       "224565  N11191    4499    EWR  ROC      42.0       246  17.0    37.0  \n",
+       "224569  N14991    4328    EWR  MSY     163.0      1167  17.0    39.0  \n",
+       "224571  N595JB     985    LGA  TPA     155.0      1010  17.0    41.0  \n",
+       "224577  N923XJ    3410    JFK  BOS      39.0       187  17.0    48.0  \n",
+       "224581  N830MQ    4447    LGA  RDU      82.0       431  17.0    54.0  \n",
+       "224587  N15980    4299    EWR  DCA      42.0       199  17.0    57.0  \n",
+       "224593  N531MQ    4657    LGA  ATL     111.0       762  18.0     2.0  \n",
+       "224600  N11150    4285    EWR  ROC      44.0       246  18.0     7.0  \n",
+       "224610  N10575    4300    EWR  RIC      61.0       277  18.0    23.0  \n",
+       "224611  N8543F    4120    JFK  CLE      78.0       425  18.0    24.0  \n",
+       "224615  N307DQ    2042    EWR  ATL     102.0       746  18.0    26.0  \n",
+       "224622  N516JB       9    JFK  MCO     135.0       944  18.0    39.0  \n",
+       "224625  N264LV     580    EWR  HOU     199.0      1411  18.0    43.0  \n",
+       "224629  N341NW    1185    EWR  SLC     282.0      1969  18.0    46.0  \n",
+       "224632  N613MQ    4255    JFK  BNA     112.0       765  18.0    48.0  \n",
+       "224635  N556WN    2625    LGA  MDW     111.0       725  18.0    52.0  \n",
+       "224648  N497WN     493    LGA  STL     126.0       888  19.0     4.0  \n",
+       "224649  N14923    4576    EWR  GRR      97.0       605  19.0     4.0  \n",
+       "224655  N467UA     691    LGA  ORD     111.0       733  19.0    15.0  \n",
+       "224661  N935XJ    3371    EWR  MSP     142.0      1008  19.0    21.0  \n",
+       "224662  N351NW     884    LGA  DEN     225.0      1620  19.0    21.0  \n",
+       "224663  N398CA    4974    LGA  BNA     112.0       764  19.0    21.0  \n",
+       "224664  N635JB     359    JFK  BUR     322.0      2465  19.0    22.0  \n",
+       "224666  N16919    4544    EWR  SDF      98.0       642  19.0    24.0  \n",
+       "224667  N203FR     837    LGA  DEN     231.0      1620  19.0    24.0  \n",
+       "224668  N361NW    1715    LGA  MSY     159.0      1183  19.0    25.0  \n",
+       "224673  N319US     926    EWR  ATL     102.0       746  19.0    30.0  \n",
+       "224674  N963DL    2131    LGA  DTW      86.0       502  19.0    30.0  \n",
+       "224676  N561UW    1973    EWR  CLT      81.0       529  19.0    33.0  \n",
+       "224684  N793SA    2603    LGA  BNA     114.0       764  19.0    42.0  \n",
+       "224686  N937XJ    3542    JFK  MSP     162.0      1029  19.0    44.0  \n",
+       "224695  N909XJ    3285    JFK  DTW      89.0       509  19.0    55.0  \n",
+       "224701  N698DL      61    LGA  ATL     101.0       762  19.0    59.0  \n",
+       "224703  N284AT     771    LGA  ATL     114.0       762  20.0     3.0  \n",
+       "224704  N925XJ    3455    JFK  PIT      67.0       340  20.0     7.0  \n",
+       "224708  N22909    3821    EWR  DTW      89.0       488  20.0    10.0  \n",
+       "224716  N649JB     111    JFK  FLL     169.0      1069  20.0    17.0  \n",
+       "224720  N563JB     509    EWR  FLL     154.0      1065  20.0    20.0  \n",
+       "224733  N563UA     296    LGA  DEN     220.0      1620  20.0    33.0  \n",
+       "224734  N11565    3816    EWR  CVG      93.0       569  20.0    34.0  \n",
+       "224736  N562UW    1491    LGA  CLT      83.0       544  20.0    36.0  \n",
+       "224737  N617DL     947    LGA  ATL     101.0       762  20.0    36.0  \n",
+       "224739  N834AS    5714    JFK  IAD      50.0       228  20.0    41.0  \n",
+       "224741  N527MQ    3783    JFK  CMH      75.0       483  20.0    43.0  \n",
+       "224743  N76523    1251    LGA  IAH     189.0      1416  20.0    45.0  \n",
+       "224748  N76503    1290    LGA  CLE      80.0       419  20.0    52.0  \n",
+       "224751  N8604C    3798    JFK  CLT      79.0       541  20.0    54.0  \n",
+       "224752  N17138    4204    EWR  OKC     182.0      1325  20.0    56.0  \n",
+       "224761  N964AT     778    LGA  ATL     109.0       762  21.0     8.0  \n",
+       "224762  N735MQ    4555    LGA  CMH      78.0       479  21.0     9.0  \n",
+       "224766  N835AS    5769    LGA  IAD      48.0       229  21.0    12.0  \n",
+       "224769  N722MQ    4517    LGA  CRW      69.0       444  21.0    23.0  \n",
+       "224771  N8938A    4059    LGA  DAY      90.0       549  21.0    25.0  \n",
+       "224772  N948DL    1435    LGA  TPA     135.0      1010  21.0    25.0  \n",
+       "224773  N901XJ    3525    JFK  ORD     113.0       740  21.0    26.0  \n",
+       "224774  N569JB      87    JFK  SLC     275.0      1990  21.0    27.0  \n",
+       "224776  N0EGMQ    4626    LGA  CMH      73.0       479  21.0    28.0  \n",
+       "224778  N24202    1023    LGA  ORD     119.0       733  21.0    30.0  \n",
+       "224779  N15980    4117    EWR  ALB      26.0       143  21.0    31.0  \n",
+       "224784  N11535    4361    EWR  TYS      93.0       631  21.0    39.0  \n",
+       "224786  N8883E    3899    JFK  CLE      77.0       425  21.0    41.0  \n",
+       "224788  N912XJ    3416    JFK  RDU      69.0       427  21.0    43.0  \n",
+       "224790  N784JB     381    LGA  FLL     157.0      1076  21.0    45.0  \n",
+       "224792  N580JB     391    LGA  MCO     134.0       950  21.0    48.0  \n",
+       "224794  N914DL    1147    LGA  ATL     108.0       762  21.0    58.0  \n",
+       "224795  N709EV    5038    LGA  BHM     115.0       866  21.0    58.0  \n",
+       "224796  N843UA     695    LGA  ORD     118.0       733  21.0    59.0  \n",
+       "224797  N544MQ    4649    LGA  MSP     149.0      1020  22.0     6.0  \n",
+       "224799  N13955    4119    EWR  RIC      50.0       277  22.0    10.0  \n",
+       "224800  N14162    4695    EWR  MHT      33.0       209  22.0    10.0  \n",
+       "224804  N360NW    2019    LGA  MSP     147.0      1020  22.0    13.0  \n",
+       "224805  N611QX    5562    LGA  BGR      49.0       378  22.0    14.0  \n",
+       "224806  N724MQ    4484    LGA  BNA     110.0       764  22.0    16.0  \n",
+       "224808  N8940E    4033    LGA  TYS      89.0       647  22.0    18.0  \n",
+       "224809  N3AEMQ    4674    LGA  CLE      65.0       419  22.0    20.0  \n",
+       "224812  N12563    4106    LGA  CLE      70.0       419  22.0    31.0  \n",
+       "224813  N11150    3255    EWR  CLT      81.0       529  22.0    39.0  \n",
+       "224819  N599JB     399    LGA  MCO     129.0       950  22.0    53.0  \n",
+       "224821  N504MQ    4662    LGA  ATL     100.0       762  22.0    56.0  \n",
+       "224822  N738MQ    4569    LGA  RDU      69.0       431  23.0     6.0  \n",
+       "224823  N975AT     485    LGA  CAK      69.0       397  23.0     7.0  \n",
+       "224824  N438UA     527    EWR  IAH     183.0      1400  23.0    17.0  \n",
+       "224825  N197JB    1109    JFK  RDU      72.0       427  23.0    20.0  \n",
+       "224826  N534MQ    4617    LGA  RDU      64.0       431  23.0    25.0  \n",
+       "224827  N802UA     641    EWR  BOS      35.0       200  23.0    30.0  \n",
+       "224828  N638JB     383    LGA  FLL     152.0      1076  23.0    35.0  \n",
+       "224829  N711MQ    4573    LGA  DTW      84.0       502  23.0    49.0  \n",
+       "224992  N24211    1627    EWR  PBI     141.0      1023   7.0    48.0  \n",
+       "225065  N672AW     334    EWR  PHX     279.0      2133   8.0    45.0  \n",
+       "225114  N232PQ    5068    EWR  DTW      79.0       488   9.0    28.0  \n",
+       "225123  N720MQ    4558    LGA  CLE      68.0       419   9.0    43.0  \n",
+       "225181  N730EV    4940    LGA  CHS      92.0       641  10.0    45.0  \n",
+       "225213  N722MQ    4582    LGA  CLT      91.0       544  11.0    26.0  \n",
+       "225218  N829AS    5736    LGA  IAD      47.0       229  11.0    36.0  \n",
+       "225252  N713EV    5629    LGA  XNA     154.0      1147  12.0    11.0  \n",
+       "225354  N806JB      61    JFK  FLL     150.0      1069  14.0    25.0  \n",
+       "225380  N583AA     331    LGA  ORD     116.0       733  14.0    47.0  \n",
+       "225413  N34111    3829    EWR  PWM      50.0       284  15.0    12.0  \n",
+       "225462  N304JB     629    JFK  HOU     189.0      1428  16.0     0.0  \n",
+       "225463  N328NW    1779    LGA  FLL     150.0      1076  16.0     0.0  \n",
+       "225470  N426UA     558    EWR  CLE      61.0       404  16.0     5.0  \n",
+       "225499  N3AEMQ    4605    LGA  RDU      66.0       431  16.0    35.0  \n",
+       "225514  N319AA     133    JFK  LAX     327.0      2475  16.0    48.0  \n",
+       "225531  N16961    4544    EWR  SDF     101.0       642  16.0    57.0  \n",
+       "225587  N564JB      15    JFK  FLL     145.0      1069  17.0    53.0  \n",
+       "225591  N383DN    1621    JFK  DEN     239.0      1626  17.0    54.0  \n",
+       "225601  N682MQ    4255    JFK  BNA     111.0       765  18.0     7.0  \n",
+       "225606  N926DL    1373    JFK  MIA     153.0      1089  18.0    13.0  \n",
+       "225636  N334NW    1185    EWR  SLC     281.0      1969  18.0    36.0  \n",
+       "225640  N711MQ    4410    JFK  DCA      39.0       213  18.0    43.0  \n",
+       "225642  N222WN     216    EWR  MDW     113.0       711  18.0    45.0  \n",
+       "225649  N934XJ    3315    JFK  MSP     167.0      1029  18.0    51.0  \n",
+       "225668  N544MQ    4601    LGA  RDU      70.0       431  19.0     3.0  \n",
+       "225726  N930XJ    3285    JFK  DTW      81.0       509  19.0    56.0  \n",
+       "225733  N952WN    1454    EWR  MSY     159.0      1167  20.0     6.0  \n",
+       "225734  N602LR    3367    JFK  CVG      86.0       589  20.0     7.0  \n",
+       "225740  N902MQ    3944    JFK  BWI      37.0       184  20.0    14.0  \n",
+       "225748  N919XJ    3525    JFK  ORD     125.0       740  20.0    26.0  \n",
+       "225757  N3AEMQ    4674    LGA  CLE      62.0       419  20.0    45.0  \n",
+       "225781  N722EV    5181    EWR  ATL      99.0       746  21.0    15.0  \n",
+       "225792  N917DL    1485    LGA  MCO     127.0       950  21.0    54.0  \n",
+       "225795  N505UA     535    JFK  LAX     340.0      2475  22.0     5.0  \n",
+       "225796  N254WN    1271    EWR  MDW     103.0       711  22.0    10.0  \n",
+       "225806  N15983    4400    EWR  DCA      35.0       199  23.0    12.0  \n",
+       "225814  N22971    4224    EWR  MKE     114.0       725   0.0    23.0  \n",
+       "225926  N673DL     461    LGA  ATL     119.0       762   7.0    22.0  \n",
+       "225935  N14117    4196    EWR  IAD      44.0       212   7.0    28.0  \n",
+       "226071  N563UA     557    EWR  SFO     344.0      2565   9.0    25.0  \n",
+       "226100  N830MQ    4558    LGA  CLE      67.0       419   9.0    57.0  \n",
+       "226110  N570UA     256    EWR  LAX     342.0      2454  10.0     4.0  \n",
+       "226129  N11547    4388    EWR  JAX     123.0       820  10.0    26.0  \n",
+       "226140  N615JB     600    JFK  PWM      47.0       273  10.0    46.0  \n",
+       "226219  N500MQ    3792    JFK  DCA      47.0       213  12.0    29.0  \n",
+       "226259  N901XJ    3381    JFK  BOS      32.0       187  13.0    17.0  \n",
+       "226281  N21197    4661    EWR  ALB      31.0       143  13.0    47.0  \n",
+       "226325  N817MQ    4404    JFK  RDU      73.0       427  14.0    35.0  \n",
+       "226355  N657AW     688    EWR  PHX     273.0      2133  15.0     0.0  \n",
+       "226366  N589AA    1033    EWR  DFW     176.0      1372  15.0     9.0  \n",
+       "226372  N969AT     348    LGA  ATL     119.0       762  15.0    13.0  \n",
+       "226416  N329NW    1902    LGA  PBI     138.0      1035  15.0    54.0  \n",
+       "226430  N14904    3822    EWR  IAD      44.0       212  16.0     0.0  \n",
+       "226436  N16951    4231    EWR  RDU      68.0       416  16.0     5.0  \n",
+       "226467  N11539    4622    EWR  CHS      97.0       628  16.0    30.0  \n",
+       "226509  N945DL    1373    JFK  MIA     156.0      1089  17.0     8.0  \n",
+       "226557  N621VA     165    EWR  LAX     331.0      2454  17.0    51.0  \n",
+       "226639  N725MQ    4413    LGA  XNA     164.0      1147  19.0    12.0  \n",
+       "226711  N3FNAA     731    LGA  DFW     200.0      1389  20.0    28.0  \n",
+       "226738  N335NB     926    EWR  ATL     133.0       746  21.0    10.0  \n",
+       "226739  N624VA     193    EWR  SFO     349.0      2565  21.0    10.0  \n",
+       "226740  N19554    4130    EWR  ATL     132.0       746  21.0    14.0  \n",
+       "226747  N665DN     947    LGA  ATL     120.0       762  21.0    20.0  \n",
+       "226748  N652DL      61    LGA  ATL     120.0       762  21.0    21.0  \n",
+       "226753  N934AT     778    LGA  ATL     126.0       762  21.0    28.0  \n",
+       "226756  N905DE    1147    LGA  ATL     115.0       762  21.0    37.0  \n",
+       "226760  N760EV    5181    EWR  ATL     118.0       746  21.0    44.0  \n",
+       "226767  N531MQ    4584    LGA  CLT      81.0       544  22.0    31.0  \n",
+       "226768  N942AT     485    LGA  CAK      63.0       397  22.0    31.0  \n",
+       "226938  N14923    4091    EWR  IND      95.0       645   7.0    56.0  \n",
+       "226959  N517MQ    4576    LGA  CLT      88.0       544   8.0    16.0  \n",
+       "227036  N345NB     715    LGA  MSY     157.0      1183   9.0    22.0  \n",
+       "227075  N522UA     766    EWR  LAS     289.0      2227  10.0     8.0  \n",
+       "227082  N907DL    1109    LGA  TPA     151.0      1010  10.0    16.0  \n",
+       "227087  N965AT     346    LGA  ATL     118.0       762  10.0    19.0  \n",
+       "227146  N14153    5806    EWR  OMA     162.0      1134  11.0    40.0  \n",
+       "227149  N572UA     732    EWR  LAX     307.0      2454  11.0    47.0  \n",
+       "227193  N361NB     930    LGA  FLL     155.0      1076  12.0    47.0  \n",
+       "227223  N4YCAA     743    LGA  DFW     200.0      1389  13.0    14.0  \n",
+       "227248  N502MQ    4646    LGA  MSP     139.0      1020  13.0    44.0  \n",
+       "227275  N958AT     348    LGA  ATL     114.0       762  14.0    13.0  \n",
+       "227326  N664AW     688    EWR  PHX     282.0      2133  15.0     6.0  \n",
+       "227340  N630AA     677    JFK  MIA       NaN      1089  15.0    18.0  \n",
+       "227383  N14573    4175    EWR  IAD      43.0       212  15.0    55.0  \n",
+       "227391  N655MQ    4172    JFK  CLE      78.0       425  16.0     1.0  \n",
+       "227428  N370NW    1935    LGA  TPA     149.0      1010  16.0    37.0  \n",
+       "227429  N76526    1498    LGA  ORD     118.0       733  16.0    38.0  \n",
+       "227436  N723MQ    4447    LGA  RDU      74.0       431  16.0    46.0  \n",
+       "227477  N657MQ    4146    JFK  CMH      79.0       483  17.0    19.0  \n",
+       "227496  N555UA     257    JFK  SFO     328.0      2586  17.0    31.0  \n",
+       "227514  N3735D    1621    JFK  DEN     227.0      1626  17.0    51.0  \n",
+       "227527  N946AT     349    LGA  ATL     112.0       762  17.0    58.0  \n",
+       "227532  N14180    4294    EWR  SAV       NaN       708  18.0     3.0  \n",
+       "227570  N14153    4225    EWR  MSP     151.0      1008  18.0    32.0  \n",
+       "227576  N3CVAA     695    JFK  AUS     211.0      1521  18.0    42.0  \n",
+       "227649  N597JB     509    EWR  FLL     154.0      1065  19.0    46.0  \n",
+       "227678  N502MQ    4674    LGA  CLE      71.0       419  20.0    25.0  \n",
+       "227709  N910FJ    2751    LGA  CLT      83.0       544  20.0    57.0  \n",
+       "227719  N3BAAA     745    LGA  DFW     204.0      1389  21.0    12.0  \n",
+       "227720  N723MQ    4555    LGA  CMH      75.0       479  21.0    15.0  \n",
+       "227747  N421UA     789    EWR  IAH     189.0      1400  23.0    15.0  \n",
+       "227748  N73276    1412    EWR  BOS      35.0       200  23.0    19.0  \n",
+       "227749  N718EV    5215    LGA  SYR      37.0       198  23.0    44.0  \n",
+       "227760  N279JB     128    JFK  BTV      44.0       266   0.0    16.0  \n",
+       "227761  N529JB     179    JFK  PHX     267.0      2153   0.0    17.0  \n",
+       "227763  N656JB      35    JFK  PBI     146.0      1028   0.0    29.0  \n",
+       "227914  N718EV    5592    LGA  MEM     142.0       963   7.0    59.0  \n",
+       "227962  N324AA      33    JFK  LAX     343.0      2475   8.0    42.0  \n",
+       "227967  N448UA     331    LGA  ORD     119.0       733   8.0    46.0  \n",
+       "227976  N805MQ    4401    LGA  DTW      93.0       502   8.0    52.0  \n",
+       "228037  N14904    4519    EWR  AVL      93.0       583   9.0    57.0  \n",
+       "228053  N563UA     561    LGA  DEN     203.0      1620  10.0    16.0  \n",
+       "228062  N740EV    4940    LGA  CHS      91.0       641  10.0    25.0  \n",
+       "228079  N653JB     393    LGA  MCO     139.0       950  10.0    53.0  \n",
+       "228097  N16183    4255    EWR  CHS     101.0       628  11.0    17.0  \n",
+       "228176  N8EGMQ    3792    JFK  DCA      61.0       213  13.0    10.0  \n",
+       "228190  N840MQ    4425    JFK  DCA      58.0       213  13.0    33.0  \n",
+       "228193  N39450    1164    EWR  FLL     177.0      1065  13.0    36.0  \n",
+       "228208  N451WN     226    EWR  DEN     215.0      1605  13.0    51.0  \n",
+       "228231  N538CA    5386    EWR  MSP     135.0      1008  14.0    21.0  \n",
+       "228234  N717EV    5148    LGA  CVG      87.0       585  14.0    25.0  \n",
+       "228259  N428WN    2261    EWR  PHX     283.0      2133  14.0    51.0  \n",
+       "228276  N29906    3852    EWR  BTV      44.0       266  15.0     4.0  \n",
+       "228281  N925AT     349    LGA  ATL     109.0       762  15.0    11.0  \n",
+       "228284  N22971    4395    EWR  IND     103.0       645  15.0    14.0  \n",
+       "228295  N5CCAA     677    JFK  MIA     193.0      1089  15.0    30.0  \n",
+       "228321  N560UA     841    JFK  LAX     313.0      2475  15.0    54.0  \n",
+       "228326  N14542    4171    EWR  MSN     114.0       799  15.0    57.0  \n",
+       "228330  N510JB     377    LGA  FLL     184.0      1076  16.0     0.0  \n",
+       "228359  N21130    4152    EWR  ATL     118.0       746  16.0    30.0  \n",
+       "228365  N16183    4502    EWR  BNA     119.0       748  16.0    34.0  \n",
+       "228369  N935XJ    3325    JFK  DFW     184.0      1391  16.0    41.0  \n",
+       "228391  N37470    1151    EWR  SEA     314.0      2402  17.0     9.0  \n",
+       "228393  N738CB     493    LGA  STL     129.0       888  17.0    12.0  \n",
+       "228401  N563JB     369    LGA  PBI     171.0      1035  17.0    22.0  \n",
+       "228415  N651MQ    4146    JFK  CMH      82.0       483  17.0    31.0  \n",
+       "228417  N551UW      17    JFK  PHX     285.0      2153  17.0    31.0  \n",
+       "228419  N711MQ    4415    LGA  RDU      72.0       431  17.0    32.0  \n",
+       "228420  N744EV    4974    LGA  BNA     108.0       764  17.0    32.0  \n",
+       "228426  N3746H    1621    JFK  DEN     230.0      1626  17.0    37.0  \n",
+       "228431  N912XJ    3315    JFK  MSP     139.0      1029  17.0    43.0  \n",
+       "228449  N475AA    1905    EWR  DFW     187.0      1372  18.0     4.0  \n",
+       "228451  N583JB     185    JFK  SAN     303.0      2446  18.0     5.0  \n",
+       "228458  N488WN    2625    LGA  MDW     114.0       725  18.0    14.0  \n",
+       "228459  N368JB      24    JFK  SYR      44.0       209  18.0    15.0  \n",
+       "228460  N910XJ    3410    JFK  BOS      44.0       187  18.0    16.0  \n",
+       "228463  N373JB    1176    EWR  BOS      45.0       200  18.0    18.0  \n",
+       "228464  N309JB     915    JFK  ORD     118.0       740  18.0    19.0  \n",
+       "228467  N16963    4705    EWR  ATL     114.0       746  18.0    21.0  \n",
+       "228471  N905XJ    3459    JFK  BNA     115.0       765  18.0    30.0  \n",
+       "228477  N203FR     837    LGA  DEN     213.0      1620  18.0    33.0  \n",
+       "228479  N520JB     985    LGA  TPA     147.0      1010  18.0    35.0  \n",
+       "228480  N29906    3807    EWR  IND     101.0       645  18.0    35.0  \n",
+       "228483  N3754A     503    JFK  SAN     310.0      2446  18.0    39.0  \n",
+       "228485  N228JB     618    JFK  PWM      48.0       273  18.0    40.0  \n",
+       "228492  N656AW     449    EWR  CLT      90.0       529  18.0    45.0  \n",
+       "228494  N247JB      38    JFK  ROC       NaN       264  18.0    47.0  \n",
+       "228505  N3KAAA     785    LGA  DFW     188.0      1389  19.0     1.0  \n",
+       "228506  N519JB      83    JFK  SEA     323.0      2422  19.0     2.0  \n",
+       "228511  N629VA     193    EWR  SFO     318.0      2565  19.0     8.0  \n",
+       "228513  N675AW     681    EWR  PHX     272.0      2133  19.0    10.0  \n",
+       "228519  N928XJ    3285    JFK  DTW      85.0       509  19.0    18.0  \n",
+       "228527  N698MQ    4255    JFK  BNA     119.0       765  19.0    31.0  \n",
+       "228532  N301NB     926    EWR  ATL     105.0       746  19.0    37.0  \n",
+       "228533  N414WN     345    LGA  DEN     215.0      1620  19.0    37.0  \n",
+       "228535  N853UA     732    EWR  BOS      41.0       200  19.0    39.0  \n",
+       "228540  N169AT     771    LGA  ATL     110.0       762  19.0    46.0  \n",
+       "228542  N815MQ    4410    JFK  DCA      51.0       213  19.0    48.0  \n",
+       "228544  N531MQ    4601    LGA  RDU      66.0       431  19.0    51.0  \n",
+       "228546  N604LR    3542    JFK  MSP     145.0      1029  19.0    52.0  \n",
+       "228547  N621JB     527    EWR  MCO     138.0       937  19.0    53.0  \n",
+       "228553  N922XJ    3412    JFK  RDU      72.0       427  20.0     0.0  \n",
+       "228554  N551AS       7    EWR  SEA     326.0      2402  20.0     0.0  \n",
+       "228556  N411UA     261    EWR  CLE      65.0       404  20.0     1.0  \n",
+       "228557  N473WN    1454    EWR  MSY     165.0      1167  20.0     1.0  \n",
+       "228558  N957DL    2391    JFK  TPA     141.0      1005  20.0     2.0  \n",
+       "228560  N536JB     195    JFK  LAS     284.0      2248  20.0     4.0  \n",
+       "228563  N635VA      29    JFK  SFO     324.0      2586  20.0    12.0  \n",
+       "228569  N513MQ    3730    EWR  ORD     111.0       719  20.0    24.0  \n",
+       "228571  N13969    4480    EWR  CLT     111.0       529  20.0    27.0  \n",
+       "228576  N3740C     245    JFK  PHX     265.0      2153  20.0    34.0  \n",
+       "228577  N919XJ    3413    JFK  BWI      44.0       184  20.0    36.0  \n",
+       "228578  N929XJ    3383    JFK  CVG      87.0       589  20.0    36.0  \n",
+       "228581  N708JB     155    JFK  MCO     138.0       944  20.0    38.0  \n",
+       "228590  N3FJAA    1709    LGA  MIA     173.0      1096  20.0    49.0  \n",
+       "228591  N8970D    3899    JFK  CLE      75.0       425  20.0    52.0  \n",
+       "228592  N995AT     778    LGA  ATL     114.0       762  20.0    53.0  \n",
+       "228593  N760JB     171    JFK  SMF     324.0      2521  20.0    54.0  \n",
+       "228594  N717EV    5038    LGA  BHM     124.0       866  20.0    55.0  \n",
+       "228595  N931XJ    3403    JFK  MCI     145.0      1113  20.0    57.0  \n",
+       "228596  N767UW    2187    LGA  DCA      45.0       214  20.0    58.0  \n",
+       "228597  N708EV    5168    LGA  GSO      76.0       461  20.0    58.0  \n",
+       "228598  N16546    4361    EWR  TYS      95.0       631  20.0    59.0  \n",
+       "228599  N529VA     169    EWR  LAX     306.0      2454  21.0     0.0  \n",
+       "228605  N3HUAA    1762    JFK  BOS      36.0       187  21.0    11.0  \n",
+       "228606  N26208    1703    EWR  BOS      35.0       200  21.0    14.0  \n",
+       "228607  N57855    1165    EWR  LAX     301.0      2454  21.0    15.0  \n",
+       "228608  N755US    2189    LGA  DCA      48.0       214  21.0    16.0  \n",
+       "228611  N24224    1555    EWR  SAN     295.0      2425  21.0    20.0  \n",
+       "228616  N753EV    4998    LGA  MCI     148.0      1107  21.0    31.0  \n",
+       "228617  N8907A    3798    JFK  CLT      82.0       541  21.0    35.0  \n",
+       "228618  N506MQ    4662    LGA  ATL     109.0       762  21.0    36.0  \n",
+       "228619  N908XJ    3525    JFK  ORD     117.0       740  21.0    37.0  \n",
+       "228620  N558JB    1069    JFK  AUS     197.0      1521  21.0    38.0  \n",
+       "228621  N661JB     381    LGA  FLL     153.0      1076  21.0    38.0  \n",
+       "228622  N340NB    2457    JFK  MSY     159.0      1182  21.0    39.0  \n",
+       "228623  N324JB     917    JFK  ORD     113.0       740  21.0    40.0  \n",
+       "228624  N13955    4536    EWR  CVG      94.0       569  21.0    41.0  \n",
+       "228626  N354JB     115    JFK  MSY     164.0      1182  21.0    46.0  \n",
+       "228627  N11127    4085    EWR  OMA     157.0      1134  21.0    46.0  \n",
+       "228628  N602LR    3416    JFK  RDU       NaN       427  21.0    50.0  \n",
+       "228629  N8532G    4033    LGA  TYS      96.0       647  21.0    50.0  \n",
+       "228631  N183JB    1178    EWR  BOS      43.0       200  21.0    55.0  \n",
+       "228632  N397DA    1729    JFK  LAS     279.0      2248  21.0    58.0  \n",
+       "228633  N505UA     771    JFK  LAX     293.0      2475  22.0     3.0  \n",
+       "228636  N633VA     415    JFK  LAX     303.0      2475  22.0     8.0  \n",
+       "228637  N712SW     542    LGA  MKE     104.0       738  22.0     9.0  \n",
+       "228640  N908DE    1435    LGA  TPA     149.0      1010  22.0    16.0  \n",
+       "228643  N961DL    1485    LGA  MCO     130.0       950  22.0    18.0  \n",
+       "228644  N593JB     399    LGA  MCO     138.0       950  22.0    19.0  \n",
+       "228645  N1EAMQ    3744    EWR  ORD     110.0       719  22.0    20.0  \n",
+       "228648  N194DN    2363    JFK  LAX     289.0      2475  22.0    24.0  \n",
+       "228649  N740EV    5057    LGA  RIC      53.0       292  22.0    24.0  \n",
+       "228650  N24702    1692    EWR  MCO     139.0       937  22.0    25.0  \n",
+       "228651  N3GNAA    1787    JFK  TPA     149.0      1005  22.0    34.0  \n",
+       "228652  N5EAAA     177    JFK  SFO     320.0      2586  22.0    37.0  \n",
+       "228653  N946AT     485    LGA  CAK      63.0       397  22.0    38.0  \n",
+       "228654  N913XJ    3367    JFK  CVG      83.0       589  22.0    40.0  \n",
+       "228655  N738MQ    4555    LGA  CMH      74.0       479  22.0    42.0  \n",
+       "228656  N574UA     485    EWR  DEN     205.0      1605  22.0    45.0  \n",
+       "228657  N630JB     509    EWR  FLL     155.0      1065  22.0    46.0  \n",
+       "228658  N820AS    5714    JFK  IAD      50.0       228  22.0    49.0  \n",
+       "228659  N916XJ    3450    JFK  JAX     121.0       828  22.0    53.0  \n",
+       "228660  N368JB     619    JFK  JAX     124.0       828  22.0    58.0  \n",
+       "228661  N817MQ    4423    JFK  RDU      74.0       427  22.0    59.0  \n",
+       "228663  N721MQ    4569    LGA  RDU      69.0       431  23.0    10.0  \n",
+       "228664  N324AA     185    JFK  LAX     306.0      2475  23.0    10.0  \n",
+       "228665  N485UA     994    EWR  BOS      41.0       200  23.0    12.0  \n",
+       "228666  N830MQ    4449    JFK  DCA      51.0       213  23.0    14.0  \n",
+       "228667  N13956    4695    EWR  MHT      38.0       209  23.0    15.0  \n",
+       "228669  N76519    1071    EWR  BQN     197.0      1585  23.0    22.0  \n",
+       "228670  N523JB     383    LGA  FLL     153.0      1076  23.0    26.0  \n",
+       "228671  N366NW     985    JFK  BOS      31.0       187  23.0    26.0  \n",
+       "228672  N351JB    1109    JFK  RDU      71.0       427  23.0    27.0  \n",
+       "228673  N945UW    2144    LGA  BOS      39.0       184  23.0    34.0  \n",
+       "228675  N247JB      10    JFK  BUF      55.0       301  23.0    37.0  \n",
+       "228676  N13118    4543    EWR  DSM     140.0      1017  23.0    41.0  \n",
+       "228677  N711MQ    4484    LGA  BNA     115.0       764  23.0    45.0  \n",
+       "228678  N521JB     111    JFK  FLL     151.0      1069  23.0    47.0  \n",
+       "228679  N12157    4333    EWR  TUL     171.0      1215  23.0    50.0  \n",
+       "228680  N623JB      43    JFK  MCO     137.0       944  23.0    51.0  \n",
+       "228681  N483UA     442    EWR  SAT     206.0      1569  23.0    52.0  \n",
+       "228683  N606MQ    4323    JFK  ORF      53.0       290  23.0    59.0  \n",
+       "228830  N676DL     461    LGA  ATL     114.0       762   7.0    33.0  \n",
+       "228954  N11199    5963    EWR  ALB      29.0       143   9.0    38.0  \n",
+       "228985  N502MQ    4582    LGA  CLT     102.0       544  10.0    20.0  \n",
+       "228988  N171US    1831    JFK  CLT      86.0       541  10.0    24.0  \n",
+       "228999  N629JB     983    LGA  TPA     159.0      1010  10.0    40.0  \n",
+       "229018  N829AS    5711    JFK  IAD      46.0       228  11.0     8.0  \n",
+       "229045  N12957    3840    EWR  IAD      45.0       212  11.0    52.0  \n",
+       "229066  N976DL    1109    LGA  TPA     158.0      1010  12.0    17.0  \n",
+       "229067  N910XJ    3465    JFK  BOS      38.0       187  12.0    18.0  \n",
+       "229083  N11199    4445    EWR  IND      97.0       645  12.0    49.0  \n",
+       "229104  N227WN    2038    EWR  BNA     109.0       748  13.0    10.0  \n",
+       "229112  N16546    5816    EWR  DAY      82.0       533  13.0    23.0  \n",
+       "229125  N535MQ    3697    EWR  ORD     106.0       719  13.0    43.0  \n",
+       "229176  N432WN      22    EWR  PHX     284.0      2133  14.0    55.0  \n",
+       "229187  N835MQ    4404    JFK  RDU      76.0       427  15.0     1.0  \n",
+       "229195  N632JB     505    EWR  FLL     154.0      1065  15.0     7.0  \n",
+       "229202  N41140    1199    EWR  LAX     325.0      2454  15.0    19.0  \n",
+       "229225  N228JB      36    JFK  ROC      51.0       264  15.0    45.0  \n",
+       "229284  N16149    4667    EWR  MSP     155.0      1008  16.0    42.0  \n",
+       "229299  N324AA     133    JFK  LAX     337.0      2475  16.0    59.0  \n",
+       "229307  N365NW    1902    LGA  PBI     158.0      1035  17.0     5.0  \n",
+       "229314  N511MQ    4622    LGA  BNA     109.0       764  17.0    13.0  \n",
+       "229318  N650MQ    3985    JFK  CVG     100.0       589  17.0    19.0  \n",
+       "229338  N629JB     377    LGA  FLL     157.0      1076  17.0    34.0  \n",
+       "229355  N822MQ    4410    JFK  DCA      40.0       213  18.0     2.0  \n",
+       "229365  N357AA      85    JFK  SFO     340.0      2586  18.0    16.0  \n",
+       "229366  N807JB     547    EWR  PBI     149.0      1023  18.0    18.0  \n",
+       "229382  N566UW    1531    LGA  CLT      82.0       544  18.0    35.0  \n",
+       "229396  N328AA     181    JFK  LAX     329.0      2475  18.0    55.0  \n",
+       "229410  N344NB    1863    JFK  SAT     210.0      1587  19.0     7.0  \n",
+       "229443  N351NB     926    EWR  ATL     103.0       746  19.0    49.0  \n",
+       "229452  N8907A    4277    JFK  ORF      48.0       290  20.0     0.0  \n",
+       "229453  N172DN      73    JFK  ATL     106.0       760  20.0     1.0  \n",
+       "229455  N926XJ    3542    JFK  MSP     151.0      1029  20.0     4.0  \n",
+       "229457  N516AA     359    LGA  ORD     111.0       733  20.0     5.0  \n",
+       "229476  N648JB     381    LGA  FLL     148.0      1076  20.0    50.0  \n",
+       "229485  N506JB     179    JFK  PHX     287.0      2153  21.0    24.0  \n",
+       "229488  N715JB     649    JFK  SFO     336.0      2586  21.0    26.0  \n",
+       "229491  N594JB    1505    JFK  ABQ     241.0      1826  21.0    48.0  \n",
+       "229492  N828AS    5714    JFK  IAD      43.0       228  21.0    53.0  \n",
+       "229494  N584JB     399    LGA  MCO     133.0       950  22.0     7.0  \n",
+       "229498  N3732J    1729    JFK  LAS     298.0      2248  22.0    35.0  \n",
+       "229504  N330NB     985    JFK  BOS      41.0       187  23.0    28.0  \n",
+       "229581  N950UW    1911    LGA  PHL      28.0        96   7.0     2.0  \n",
+       "229800  N435UA     279    EWR  TPA     133.0       997  11.0    11.0  \n",
+       "229812  N595JB     679    JFK  LAX     318.0      2475  11.0    32.0  \n",
+       "229902  N637JB     143    JFK  RSW     163.0      1074  13.0    26.0  \n",
+       "229907  N319NB     401    EWR  ATL     109.0       746  13.0    35.0  \n",
+       "229947  N924DL    1685    LGA  MCO     136.0       950  14.0    28.0  \n",
+       "229970  N3CTAA     753    LGA  DFW     197.0      1389  14.0    49.0  \n",
+       "229998  N358NB    2043    JFK  ATL     112.0       760  15.0     4.0  \n",
+       "230003  N515MQ    4658    LGA  ATL     114.0       762  15.0     9.0  \n",
+       "230070  N946UW    2130    LGA  BOS      37.0       184  16.0    15.0  \n",
+       "230074  N456AA     883    EWR  DFW     208.0      1372  16.0    21.0  \n",
+       "230075  N14959    4434    EWR  MHT      41.0       209  16.0    21.0  \n",
+       "230078  N3JJAA     759    LGA  DFW     196.0      1389  16.0    26.0  \n",
+       "230130  N11535    4660    LGA  CLE      76.0       419  17.0     5.0  \n",
+       "230134  N3CJAA     763    LGA  DFW     189.0      1389  17.0     9.0  \n",
+       "230147  N14920    4334    EWR  SDF     102.0       642  17.0    22.0  \n",
+       "230163  N571JB     369    LGA  PBI     138.0      1035  17.0    31.0  \n",
+       "230170  N12142    4294    EWR  SAV     104.0       708  17.0    36.0  \n",
+       "230174  N3BDAA     565    JFK  DFW     191.0      1391  17.0    39.0  \n",
+       "230189  N925XJ    3523    JFK  ORD     112.0       740  17.0    56.0  \n",
+       "230191  N342AA      85    JFK  SFO     336.0      2586  17.0    57.0  \n",
+       "230196  N544AA    1905    EWR  DFW     191.0      1372  18.0     2.0  \n",
+       "230213  N561AA     773    LGA  DFW     205.0      1389  18.0    21.0  \n",
+       "230246  N315US     884    LGA  DEN     215.0      1620  18.0    50.0  \n",
+       "230262  N3KHAA     785    LGA  DFW     191.0      1389  19.0     1.0  \n",
+       "230275  N948UW    2138    LGA  BOS      37.0       184  19.0    14.0  \n",
+       "230304  N12195    4397    EWR  MCI     152.0      1092  19.0    43.0  \n",
+       "230318  N844UA     691    LGA  ORD     110.0       733  19.0    57.0  \n",
+       "230327  N183UW    1491    LGA  CLT      78.0       544  20.0    13.0  \n",
+       "230330  N802UA     485    EWR  DEN     213.0      1605  20.0    18.0  \n",
+       "230348  N76528    1471    EWR  SFO     325.0      2565  20.0    31.0  \n",
+       "230366  N603DL       6    JFK  SLC     270.0      1990  20.0    55.0  \n",
+       "230369  N12201    4543    EWR  DSM     143.0      1017  20.0    58.0  \n",
+       "230395  N11193    3829    EWR  JAX     114.0       820  21.0    33.0  \n",
+       "230402  N11565    4131    EWR  RIC      51.0       277  22.0    10.0  \n",
+       "230405  N903XJ    3367    JFK  CVG      89.0       589  22.0    23.0  \n",
+       "230414  N76516    1257    EWR  PBI     140.0      1023  22.0    51.0  \n",
+       "230415  N660UA     386    EWR  ORD      96.0       719  23.0     2.0  \n",
+       "230416  N11544    4700    EWR  CLT      89.0       529  23.0    38.0  \n",
+       "230422  N296JB     608    JFK  PWM      45.0       273   0.0     7.0  \n",
+       "230423  N323JB     128    JFK  BTV      54.0       266   0.0    18.0  \n",
+       "230424  N274JB    1109    JFK  RDU      69.0       427   0.0    40.0  \n",
+       "230425  N229JB     112    JFK  BUF      52.0       301   0.0    42.0  \n",
+       "230426  N292JB      30    JFK  ROC      47.0       264   0.0    45.0  \n",
+       "230597  N18120    4422    EWR  PIT      56.0       319   8.0     2.0  \n",
+       "230702  N36915    4714    EWR  CLT      84.0       529   9.0    45.0  \n",
+       "230763  N554UA     642    JFK  SFO     329.0      2586  11.0     9.0  \n",
+       "230770  N835AS    5711    JFK  IAD      49.0       228  11.0    11.0  \n",
+       "230798  N26210    1150    EWR  SFO     334.0      2565  11.0    59.0  \n",
+       "230802  N566UA     769    EWR  LAX     308.0      2454  12.0     2.0  \n",
+       "230819  N13968    4404    EWR  PVD      29.0       160  12.0    27.0  \n",
+       "230827  N622VA      23    JFK  SFO     325.0      2586  12.0    39.0  \n",
+       "230830  N521VA     187    EWR  SFO     330.0      2565  12.0    42.0  \n",
+       "230831  N247JB    1170    EWR  BOS       NaN       200  12.0    43.0  \n",
+       "230840  N14186    4709    EWR  RDU      73.0       416  12.0    53.0  \n",
+       "230851  N645DL    1947    LGA  ATL     119.0       762  13.0     4.0  \n",
+       "230861  N73275    1120    EWR  SFO     317.0      2565  13.0    17.0  \n",
+       "230863  N510MQ    4658    LGA  ATL     115.0       762  13.0    21.0  \n",
+       "230882  N936WN    3316    EWR  HOU     202.0      1411  13.0    51.0  \n",
+       "230889  N826UA     353    EWR  ATL     123.0       746  14.0     0.0  \n",
+       "230890  N11193    4302    EWR  MCI     146.0      1092  14.0     3.0  \n",
+       "230894  N12967    5796    EWR  CLT      94.0       529  14.0    14.0  \n",
+       "230901  N607AT     348    LGA  ATL     114.0       762  14.0    23.0  \n",
+       "230916  N296JB      36    JFK  ROC      50.0       264  14.0    41.0  \n",
+       "230918  N327NB    2043    JFK  ATL     116.0       760  14.0    45.0  \n",
+       "230922  N346JB    1338    JFK  MVY      32.0       173  14.0    48.0  \n",
+       "230942  N39461    1742    EWR  SFO     325.0      2565  15.0     0.0  \n",
+       "230947  N475WN    2261    EWR  PHX     277.0      2133  15.0     4.0  \n",
+       "230952  N621JB    1783    JFK  MCO     136.0       944  15.0    11.0  \n",
+       "230976  N389DA     673    EWR  ATL     119.0       746  15.0    40.0  \n",
+       "230996  N925XJ    3325    JFK  DFW     185.0      1391  16.0     0.0  \n",
+       "231005  N216JB    1275    JFK  CHS     101.0       636  16.0     7.0  \n",
+       "231012  N836AY    3719    JFK  BWI      43.0       184  16.0    15.0  \n",
+       "231015  N14162    4517    EWR  BNA     113.0       748  16.0    19.0  \n",
+       "231017  N949AT     721    LGA  CAK      63.0       397  16.0    26.0  \n",
+       "231019  N337JB     629    JFK  HOU     199.0      1428  16.0    29.0  \n",
+       "231024  N534JB     537    EWR  TPA     166.0       997  16.0    31.0  \n",
+       "231026  N16987    4596    EWR  STL     123.0       872  16.0    34.0  \n",
+       "231033  N14148    4152    EWR  ATL     129.0       746  16.0    38.0  \n",
+       "231042  N11551    3267    EWR  ORF      55.0       284  16.0    52.0  \n",
+       "231049  N560UA     257    JFK  SFO     361.0      2586  16.0    58.0  \n",
+       "231053  N917XJ    3459    JFK  BNA     126.0       765  17.0     3.0  \n",
+       "231054  N832AS    5713    LGA  IAD      47.0       229  17.0     3.0  \n",
+       "231055  N507MQ    3695    EWR  ORD     101.0       719  17.0     4.0  \n",
+       "231056  N637MQ    4146    JFK  CMH      78.0       483  17.0     4.0  \n",
+       "231058  N905WN     216    EWR  MDW     103.0       711  17.0     5.0  \n",
+       "231062  N12201    4667    EWR  MSP     159.0      1008  17.0     6.0  \n",
+       "231064  N304DQ    1942    EWR  ATL     121.0       746  17.0     8.0  \n",
+       "231067  N797MX     262    EWR  DEN     207.0      1605  17.0    10.0  \n",
+       "231068  N14117    4502    EWR  BNA     113.0       748  17.0    11.0  \n",
+       "231076  N362AA      85    JFK  SFO     348.0      2586  17.0    24.0  \n",
+       "231086  N522UA     996    EWR  SFO     352.0      2565  17.0    33.0  \n",
+       "231088  N14907    4684    EWR  SDF      98.0       642  17.0    33.0  \n",
+       "231092  N926XJ    3523    JFK  ORD     106.0       740  17.0    40.0  \n",
+       "231093  N8580A    3793    JFK  CLT      86.0       541  17.0    40.0  \n",
+       "231096  N512MJ    3771    LGA  IAD      47.0       229  17.0    41.0  \n",
+       "231097  N354JB     915    JFK  ORD     111.0       740  17.0    45.0  \n",
+       "231099  N14993    5682    EWR  MKE     103.0       725  17.0    48.0  \n",
+       "231112  N519MQ    4579    LGA  CLT      93.0       544  18.0     0.0  \n",
+       "231114  N13989    4092    EWR  DAY      81.0       533  18.0     2.0  \n",
+       "231116  N686MQ    4309    JFK  IND      99.0       665  18.0     4.0  \n",
+       "231117  N3KCAA     257    JFK  LAS     306.0      2248  18.0     5.0  \n",
+       "231119  N760US    2183    LGA  DCA      52.0       214  18.0     6.0  \n",
+       "231120  N368JB    1012    JFK  BOS      33.0       187  18.0     7.0  \n",
+       "231122  N582AA     773    LGA  DFW     188.0      1389  18.0     8.0  \n",
+       "231123  N163US    1531    LGA  CLT      86.0       544  18.0    10.0  \n",
+       "231124  N845VA      27    JFK  SFO     367.0      2586  18.0    11.0  \n",
+       "231125  N431UA     442    EWR  SAT     216.0      1569  18.0    12.0  \n",
+       "231126  N626MQ    4255    JFK  BNA     127.0       765  18.0    14.0  \n",
+       "231129  N3760C     706    JFK  AUS     195.0      1521  18.0    18.0  \n",
+       "231130  N3AEMQ    4657    LGA  ATL     112.0       762  18.0    19.0  \n",
+       "231131  N482AA    1905    EWR  DFW     188.0      1372  18.0    19.0  \n",
+       "231133  N657MQ    4323    JFK  ORF      55.0       290  18.0    20.0  \n",
+       "231134  N8839E    4275    JFK  IAD      47.0       228  18.0    21.0  \n",
+       "231139  N11119    4705    EWR  ATL     114.0       746  18.0    23.0  \n",
+       "231140  N29917    3853    EWR  BUF      68.0       282  18.0    24.0  \n",
+       "231144  N329JB    1307    JFK  IAD      49.0       228  18.0    32.0  \n",
+       "231145  N27962    4202    EWR  STL     125.0       872  18.0    32.0  \n",
+       "231148  N373JB     618    JFK  PWM      45.0       273  18.0    36.0  \n",
+       "231150  N16703    1491    LGA  ORD      99.0       733  18.0    42.0  \n",
+       "231153  N807UA     435    EWR  SAN     314.0      2425  18.0    46.0  \n",
+       "231154  N339NW    2383    LGA  PWM      40.0       269  18.0    46.0  \n",
+       "231156  N346JB      38    JFK  ROC      51.0       264  18.0    49.0  \n",
+       "231157  N345NB     402    JFK  BOS      31.0       187  18.0    49.0  \n",
+       "231160  N680AW     449    EWR  CLT      85.0       529  18.0    51.0  \n",
+       "231161  N323JB    1085    JFK  CLT      88.0       541  18.0    51.0  \n",
+       "231165  N87512    1141    EWR  SFO     344.0      2565  18.0    56.0  \n",
+       "231166  N296JB    1111    JFK  RDU      73.0       427  18.0    57.0  \n",
+       "231168  N902XJ    3341    JFK  DTW      74.0       509  18.0    59.0  \n",
+       "231173  N13968    3847    EWR  IND      96.0       645  19.0     1.0  \n",
+       "231174  N936XJ    3398    JFK  CVG      95.0       589  19.0     2.0  \n",
+       "231177  N456WN     580    EWR  HOU     200.0      1411  19.0     3.0  \n",
+       "231180  N341NW     479    EWR  SLC     263.0      1969  19.0     5.0  \n",
+       "231186  N8674A    3788    JFK  PHL      38.0        94  19.0    13.0  \n",
+       "231188  N38473    1450    EWR  DEN     239.0      1605  19.0    17.0  \n",
+       "231190  N612JB     527    EWR  MCO     131.0       937  19.0    20.0  \n",
+       "231193  N176AT     771    LGA  ATL     123.0       762  19.0    22.0  \n",
+       "231197  N16151    4225    EWR  MSP     148.0      1008  19.0    25.0  \n",
+       "231198  N913XJ    3318    JFK  BUF      64.0       301  19.0    26.0  \n",
+       "231199  N935XJ    3400    JFK  MKE     109.0       745  19.0    27.0  \n",
+       "231203  N368NB    2042    EWR  ATL     111.0       746  19.0    28.0  \n",
+       "231205  N79279    1061    EWR  DFW     179.0      1372  19.0    30.0  \n",
+       "231206  N12967    4195    EWR  BNA     120.0       748  19.0    30.0  \n",
+       "231207  N909DL      83    JFK  MIA     146.0      1089  19.0    31.0  \n",
+       "231208  N826AS    5712    JFK  IAD      51.0       228  19.0    31.0  \n",
+       "231212  N565UA     212    EWR  SFO     366.0      2565  19.0    37.0  \n",
+       "231214  N825UA     589    EWR  SNA     304.0      2434  19.0    39.0  \n",
+       "231215  N411UA     708    EWR  ORD     100.0       719  19.0    40.0  \n",
+       "231217  N826MQ    3944    JFK  BWI       NaN       184  19.0    42.0  \n",
+       "231218  N319US    1321    EWR  MSP     130.0      1008  19.0    43.0  \n",
+       "231220  N511MQ    4626    LGA  CMH      74.0       479  19.0    46.0  \n",
+       "231222  N546MQ    3730    EWR  ORD     104.0       719  19.0    47.0  \n",
+       "231224  N768SW    1454    EWR  MSY     165.0      1167  19.0    50.0  \n",
+       "231227  N16178    4322    EWR  ROC      42.0       246  19.0    56.0  \n",
+       "231229  N924XJ    3310    JFK  MCI     152.0      1113  19.0    57.0  \n",
+       "231231  N644JB      35    JFK  PBI     138.0      1028  20.0     0.0  \n",
+       "231232  N376DA      73    JFK  ATL     106.0       760  20.0     3.0  \n",
+       "231235  N601LR    3542    JFK  MSP     147.0      1029  20.0     5.0  \n",
+       "231238  N924WN      19    EWR  STL     119.0       872  20.0     9.0  \n",
+       "231239  N229JB     130    JFK  BUF      54.0       301  20.0    10.0  \n",
+       "231241  N514MQ    4649    LGA  MSP     151.0      1020  20.0    12.0  \n",
+       "231242  N912XJ    3476    JFK  DTW      79.0       509  20.0    14.0  \n",
+       "231243  N642VA      29    JFK  SFO     355.0      2586  20.0    14.0  \n",
+       "231244  N716EV    5038    LGA  BHM     119.0       866  20.0    14.0  \n",
+       "231247  N745VJ    2185    LGA  DCA      48.0       214  20.0    20.0  \n",
+       "231248  N170US    1491    LGA  CLT      85.0       544  20.0    22.0  \n",
+       "231250  N592JB     509    EWR  FLL     154.0      1065  20.0    27.0  \n",
+       "231251  N946DL    2139    LGA  MIA     146.0      1096  20.0    27.0  \n",
+       "231252  N550UW      17    JFK  PHX     269.0      2153  20.0    29.0  \n",
+       "231255  N87507    1053    EWR  CLE      63.0       404  20.0    32.0  \n",
+       "231257  N458UA     693    LGA  ORD     107.0       733  20.0    34.0  \n",
+       "231259  N969WN     625    EWR  MDW     104.0       711  20.0    36.0  \n",
+       "231260  N497WN     542    LGA  MKE     108.0       738  20.0    40.0  \n",
+       "231261  N526VA     169    EWR  LAX     326.0      2454  20.0    41.0  \n",
+       "231268  N635VA     193    EWR  SFO     338.0      2565  20.0    51.0  \n",
+       "231270  N3732J    2159    JFK  MCO     137.0       944  20.0    53.0  \n",
+       "231271  N515AA    2075    EWR  DFW     181.0      1372  20.0    54.0  \n",
+       "231273  N325US    2041    JFK  ATL     114.0       760  20.0    55.0  \n",
+       "231274  N811UA     390    EWR  BOS      35.0       200  20.0    56.0  \n",
+       "231275  N927WN    2603    LGA  BNA     112.0       764  20.0    58.0  \n",
+       "231276  N8808H    3615    JFK  IND     100.0       665  20.0    59.0  \n",
+       "231278  N805JB     111    JFK  FLL     138.0      1069  21.0     0.0  \n",
+       "231279  N274JB      24    JFK  SYR      46.0       209  21.0     3.0  \n",
+       "231280  N703UW    2189    LGA  DCA      45.0       214  21.0     6.0  \n",
+       "231282  N510JB      75    JFK  TPA     145.0      1005  21.0    10.0  \n",
+       "231286  N48901    4312    EWR  DCA      42.0       199  21.0    14.0  \n",
+       "231287  N755US    2187    LGA  DCA      45.0       214  21.0    15.0  \n",
+       "231289  N309US    1854    LGA  FLL     162.0      1076  21.0    18.0  \n",
+       "231291  N929XJ    3385    JFK  BOS      32.0       187  21.0    19.0  \n",
+       "231294  N3KKAA     791    LGA  DFW     181.0      1389  21.0    22.0  \n",
+       "231297  N467UA     299    EWR  SEA     332.0      2402  21.0    28.0  \n",
+       "231298  N11199    4397    EWR  MCI     148.0      1092  21.0    30.0  \n",
+       "231299  N490UA     675    EWR  SEA     340.0      2402  21.0    32.0  \n",
+       "231300  N11107    4131    EWR  RIC      54.0       277  21.0    33.0  \n",
+       "231301  N916XJ    3380    JFK  JAX     133.0       828  21.0    35.0  \n",
+       "231303  N930XJ    3397    JFK  RDU      68.0       427  21.0    39.0  \n",
+       "231304  N501MQ    3783    JFK  CMH      75.0       483  21.0    40.0  \n",
+       "231306  N638VA     415    JFK  LAX     328.0      2475  21.0    41.0  \n",
+       "231308  N949AT     778    LGA  ATL     112.0       762  21.0    45.0  \n",
+       "231309  N817MQ    4449    JFK  DCA      53.0       213  21.0    46.0  \n",
+       "231311  N267JB     917    JFK  ORD     112.0       740  21.0    48.0  \n",
+       "231313  N36280    1071    EWR  BQN     222.0      1585  21.0    52.0  \n",
+       "231314  N831AY    4287    JFK  BWI       NaN       184  21.0    52.0  \n",
+       "231317  N905DE     975    LGA  PIT      57.0       335  21.0    55.0  \n",
+       "231318  N133EV    5550    EWR  DTW      77.0       488  21.0    56.0  \n",
+       "231320  N552JB      43    JFK  MCO     143.0       944  21.0    57.0  \n",
+       "231321  N14173    4333    EWR  TUL     159.0      1215  21.0    58.0  \n",
+       "231323  N16713    1464    EWR  CLE      62.0       404  22.0     1.0  \n",
+       "231324  N200PQ    5092    EWR  ATL     105.0       746  22.0     1.0  \n",
+       "231327  N760US    2191    LGA  DCA      56.0       214  22.0     4.0  \n",
+       "231328  N8515F    4191    JFK  PHL      35.0        94  22.0     4.0  \n",
+       "231329  N3EUAA    1762    JFK  BOS      31.0       187  22.0     4.0  \n",
+       "231330  N10575    4672    EWR  STL     122.0       872  22.0     4.0  \n",
+       "231331  N915XJ    3525    JFK  ORD     112.0       740  22.0     8.0  \n",
+       "231333  N197DN    2363    JFK  LAX     312.0      2475  22.0    15.0  \n",
+       "231334  N249JB    1016    JFK  BOS      33.0       187  22.0    16.0  \n",
+       "231336  N947AT     485    LGA  CAK      61.0       397  22.0    17.0  \n",
+       "231338  N273JB    1178    EWR  BOS      39.0       200  22.0    19.0  \n",
+       "231339  N614QX    5254    LGA  DSM     134.0      1031  22.0    22.0  \n",
+       "231340  N14562    4649    LGA  CLE      66.0       419  22.0    24.0  \n",
+       "231342  N13716    1692    EWR  MCO     139.0       937  22.0    31.0  \n",
+       "231343  N33182    4543    EWR  DSM     139.0      1017  22.0    33.0  \n",
+       "231344  N505UA     771    JFK  LAX     297.0      2475  22.0    34.0  \n",
+       "231345  N18557    4361    EWR  TYS     105.0       631  22.0    35.0  \n",
+       "231346  N18120    4480    EWR  CLT      83.0       529  22.0    35.0  \n",
+       "231347  N635JB    1020    JFK  BOS      32.0       187  22.0    38.0  \n",
+       "231348  N34282    1145    EWR  LAX     316.0      2454  22.0    39.0  \n",
+       "231349  N13995    4695    EWR  MHT      41.0       209  22.0    41.0  \n",
+       "231351  N319AA     185    JFK  LAX     318.0      2475  22.0    49.0  \n",
+       "231352  N339JB     115    JFK  MSY     173.0      1182  22.0    52.0  \n",
+       "231354  N928XJ    3433    JFK  CVG      88.0       589  23.0     6.0  \n",
+       "231355  N531MQ    4662    LGA  ATL     110.0       762  23.0     7.0  \n",
+       "231356  N67171      87    JFK  SLC     277.0      1990  23.0    10.0  \n",
+       "231357  N502MQ    4617    LGA  RDU      67.0       431  23.0    15.0  \n",
+       "231358  N786SW    1271    EWR  MDW     102.0       711  23.0    15.0  \n",
+       "231359  N14542    4368    EWR  DAY      80.0       533  23.0    19.0  \n",
+       "231361  N373JB      10    JFK  BUF      58.0       301  23.0    30.0  \n",
+       "231362  N345NB     985    JFK  BOS      36.0       187  23.0    31.0  \n",
+       "231363  N399DA    2065    JFK  FLL     145.0      1069  23.0    34.0  \n",
+       "231364  N14148    4141    EWR  DCA      45.0       199  23.0    37.0  \n",
+       "231512  N131EV    5559    EWR  DTW      75.0       488   7.0     3.0  \n",
+       "231575  N21537    4166    EWR  GSP      88.0       594   8.0     5.0  \n",
+       "231578  N36280    1144    EWR  MCO     137.0       937   8.0     6.0  \n",
+       "231640  N552JB      27    JFK  TPA     136.0      1005   9.0     0.0  \n",
+       "231651  N449UA     753    EWR  DFW     170.0      1372   9.0    11.0  \n",
+       "231657  N334JB     625    JFK  HOU     180.0      1428   9.0    18.0  \n",
+       "231668  N908XJ    3521    JFK  ORD     108.0       740   9.0    33.0  \n",
+       "231704  N26141    5824    EWR  RIC      58.0       277  10.0    10.0  \n",
+       "231706  N14920    4583    EWR  PWM      45.0       284  10.0    12.0  \n",
+       "231724  N570UA     732    EWR  LAX     308.0      2454  10.0    37.0  \n",
+       "231749  N510MQ    4654    LGA  ATL     102.0       762  11.0     8.0  \n",
+       "231764  N3ATAA     731    LGA  DFW     175.0      1389  11.0    38.0  \n",
+       "231785  N724EV    4950    LGA  BNA     101.0       764  11.0    56.0  \n",
+       "231799  N537MQ    3795    EWR  ORD     108.0       719  12.0    10.0  \n",
+       "231804  N492UA     577    EWR  BOS      38.0       200  12.0    23.0  \n",
+       "231815  N346JB    1191    JFK  ACK      99.0       199  12.0    46.0  \n",
+       "231833  N12900    4404    EWR  PVD      34.0       160  13.0     0.0  \n",
+       "231839  N506MQ    4646    LGA  MSP     142.0      1020  13.0    15.0  \n",
+       "231857  N14148    4679    EWR  JAX     112.0       820  13.0    33.0  \n",
+       "231874  N34131    1641    EWR  MCO     160.0       937  13.0    56.0  \n",
+       "231917  N527JB     141    JFK  PBI     138.0      1028  14.0    49.0  \n",
+       "231941  N797MX    2261    EWR  PHX     282.0      2133  15.0     3.0  \n",
+       "232001  N8560F    3793    JFK  CLT      94.0       541  16.0     4.0  \n",
+       "232004  N339JB     119    JFK  MSY     145.0      1182  16.0     9.0  \n",
+       "232025  N14991    4596    EWR  STL     138.0       872  16.0    29.0  \n",
+       "232033  N33182    4667    EWR  MSP     162.0      1008  16.0    34.0  \n",
+       "232034  N492UA     253    EWR  ORD     119.0       719  16.0    35.0  \n",
+       "232037  N410UA     736    LGA  IAH     170.0      1416  16.0    37.0  \n",
+       "232041  N740EV    5599    LGA  CHS     111.0       641  16.0    41.0  \n",
+       "232061  N503MQ    4622    LGA  BNA     100.0       764  17.0     0.0  \n",
+       "232067  N620MQ    4146    JFK  CMH      75.0       483  17.0     4.0  \n",
+       "232070  N490WN     262    EWR  DEN     222.0      1605  17.0    10.0  \n",
+       "232072  N591JB     369    LGA  PBI     135.0      1035  17.0    13.0  \n",
+       "232091  N323JB       6    JFK  BUF      60.0       301  17.0    24.0  \n",
+       "232106  N12922    4431    EWR  SAV      99.0       708  17.0    31.0  \n",
+       "232110  N711MQ    4415    LGA  RDU      63.0       431  17.0    36.0  \n",
+       "232119  N606JB     537    EWR  TPA     131.0       997  17.0    50.0  \n",
+       "232127  N22971    4300    EWR  RIC      50.0       277  17.0    58.0  \n",
+       "232133  N13716    1664    LGA  ORD     110.0       733  18.0     2.0  \n",
+       "232143  N292JB    1012    JFK  BOS      46.0       187  18.0    17.0  \n",
+       "232148  N549UW      17    JFK  PHX     263.0      2153  18.0    22.0  \n",
+       "232162  N565JB     703    JFK  SJU     204.0      1598  18.0    29.0  \n",
+       "232166  N197JB    1111    JFK  RDU      67.0       427  18.0    36.0  \n",
+       "232170  N240AT     771    LGA  ATL     102.0       762  18.0    38.0  \n",
+       "232171  N132EV    5615    EWR  DTW      81.0       488  18.0    40.0  \n",
+       "232177  N931XJ    3400    JFK  MKE     112.0       745  18.0    46.0  \n",
+       "232185  N637JB     527    EWR  MCO     123.0       937  18.0    54.0  \n",
+       "232188  N795SW    2625    LGA  MDW     108.0       725  18.0    55.0  \n",
+       "232192  N14920    4195    EWR  BNA     104.0       748  18.0    56.0  \n",
+       "232196  N469WN     580    EWR  HOU     180.0      1411  18.0    59.0  \n",
+       "232227  N8495B    3615    JFK  IND     101.0       665  19.0    35.0  \n",
+       "232230  N404WN     625    EWR  MDW     111.0       711  19.0    36.0  \n",
+       "232240  N506MQ    4674    LGA  CLE      65.0       419  19.0    48.0  \n",
+       "232246  N476UA     525    EWR  DEN     217.0      1605  19.0    51.0  \n",
+       "232250  N919XJ    3398    JFK  CVG      84.0       589  19.0    55.0  \n",
+       "232268  N635VA      29    JFK  SFO     360.0      2586  20.0    15.0  \n",
+       "232270  N508JB      75    JFK  TPA     132.0      1005  20.0    18.0  \n",
+       "232278  N556JB     509    EWR  FLL     150.0      1065  20.0    24.0  \n",
+       "232285  N644JB     155    JFK  MCO     122.0       944  20.0    29.0  \n",
+       "232288  N598AA    2075    EWR  DFW     176.0      1372  20.0    37.0  \n",
+       "232296  N821JB     111    JFK  FLL     150.0      1069  20.0    50.0  \n",
+       "232302  N600LR    3476    JFK  DTW      84.0       509  20.0    55.0  \n",
+       "232308  N508MQ    3783    JFK  CMH      70.0       483  21.0     6.0  \n",
+       "232310  N13970    4361    EWR  TYS      86.0       631  21.0     9.0  \n",
+       "232311  N8982A    4287    JFK  BWI      38.0       184  21.0    11.0  \n",
+       "232313  N353NW    2042    EWR  ATL      95.0       746  21.0    13.0  \n",
+       "232316  N822MQ    4423    JFK  RDU      66.0       427  21.0    20.0  \n",
+       "232326  N905XJ    3385    JFK  BOS      34.0       187  21.0    26.0  \n",
+       "232328  N76265    1682    EWR  FLL     142.0      1065  21.0    29.0  \n",
+       "232333  N24224    1439    EWR  LAX     326.0      2454  21.0    34.0  \n",
+       "232339  N903XJ    3395    JFK  DCA      39.0       213  21.0    43.0  \n",
+       "232340  N711MQ    4555    LGA  CMH      73.0       479  21.0    47.0  \n",
+       "232342  N510JB     381    LGA  FLL     137.0      1076  21.0    50.0  \n",
+       "232346  N8943A    3878    JFK  CLE      72.0       425  21.0    55.0  \n",
+       "232348  N12142    4085    EWR  OMA     166.0      1134  21.0    57.0  \n",
+       "232350  N279JB    1016    JFK  BOS      38.0       187  22.0     0.0  \n",
+       "232352  N914XJ    3380    JFK  JAX     101.0       828  22.0    12.0  \n",
+       "232355  N296JB      10    JFK  BUF      59.0       301  22.0    18.0  \n",
+       "232356  N761ND    5048    LGA  RIC      47.0       292  22.0    24.0  \n",
+       "232357  N232PQ    5092    EWR  ATL      97.0       746  22.0    31.0  \n",
+       "232358  N502MQ    4660    LGA  BNA     101.0       764  22.0    37.0  \n",
+       "232359  N527JB     383    LGA  FLL     140.0      1076  22.0    39.0  \n",
+       "232361  N329JB     917    JFK  ORD     119.0       740  22.0    45.0  \n",
+       "232364  N10575    5827    EWR  RIC      52.0       277  23.0     6.0  \n",
+       "232601  N598JB      49    JFK  PBI     136.0      1028   8.0    38.0  \n",
+       "232634  N615QX    4950    LGA  BNA      99.0       764   9.0     6.0  \n",
+       "232713  N834UA     260    EWR  SAN     304.0      2425  10.0    43.0  \n",
+       "232740  N14568    4240    EWR  BUF      52.0       282  11.0    13.0  \n",
+       "232763  N292JB    1172    EWR  BOS      46.0       200  11.0    51.0  \n",
+       "232784  N583AA    1223    EWR  DFW     180.0      1372  12.0     2.0  \n",
+       "232795  N16561    5806    EWR  OMA     168.0      1134  12.0    26.0  \n",
+       "232826  N403UA     410    EWR  PHX     275.0      2133  13.0     0.0  \n",
+       "233035  N11544    4175    EWR  IAD      48.0       212  16.0    24.0  \n",
+       "233080  N337JB     915    JFK  ORD     187.0       740  17.0     8.0  \n",
+       "233101  N915DE    1373    JFK  MIA     166.0      1089  17.0    27.0  \n",
+       "233142  N3CBAA    1467    LGA  MIA     173.0      1096  18.0     7.0  \n",
+       "233143  N15555    4322    EWR  ROC      46.0       246  18.0     8.0  \n",
+       "233150  N630VA     413    JFK  LAX     322.0      2475  18.0    16.0  \n",
+       "233161  N14952    5678    EWR  CVG      90.0       569  18.0    23.0  \n",
+       "233168  N3FUAA    1999    EWR  MIA     161.0      1085  18.0    29.0  \n",
+       "233178  N565JB     185    JFK  SAN     311.0      2446  18.0    35.0  \n",
+       "233212  N26123    1175    JFK  LAX     323.0      2475  19.0    15.0  \n",
+       "233225  N3GFAA     785    LGA  DFW     180.0      1389  19.0    27.0  \n",
+       "233231  N16561    3839    EWR  BUF      49.0       282  19.0    31.0  \n",
+       "233233  N546MQ    3674    LGA  CLE      64.0       419  19.0    36.0  \n",
+       "233258  N393DA    2159    JFK  MCO     120.0       944  20.0     1.0  \n",
+       "233270  N16911    4191    EWR  BNA     106.0       748  20.0    21.0  \n",
+       "233273  N717TW    1465    JFK  SFO     337.0      2586  20.0    22.0  \n",
+       "233289  N3DXAA    1711    JFK  ORD       NaN       740  20.0    36.0  \n",
+       "233291  N674DL      87    JFK  SLC     282.0      1990  20.0    38.0  \n",
+       "233301  N15572    4361    EWR  TYS      90.0       631  20.0    50.0  \n",
+       "233313  N907WN     542    LGA  MKE     117.0       738  21.0     4.0  \n",
+       "233314  N3BAAA     353    LGA  ORD       NaN       733  21.0     5.0  \n",
+       "233322  N14568    5817    EWR  DCA      38.0       199  21.0    23.0  \n",
+       "233331  N914XJ    3542    JFK  MSP     153.0      1029  21.0    43.0  \n",
+       "233332  N334JB     917    JFK  ORD     182.0       740  21.0    45.0  \n",
+       "233336  N921XJ    3525    JFK  ORD     176.0       740  21.0    53.0  \n",
+       "233340  N950UW    2144    LGA  BOS      33.0       184  22.0     6.0  \n",
+       "233341  N759EV    5550    EWR  DTW      76.0       488  22.0    12.0  \n",
+       "233349  N598JB     383    LGA  FLL     135.0      1076  23.0    17.0  \n",
+       "233351  N233LV    1271    EWR  MDW     131.0       711  23.0    32.0  \n",
+       "233352  N11109    4276    EWR  BDL      21.0       116  23.0    38.0  \n",
+       "233372  N292JB     112    JFK  BUF      52.0       301   0.0     3.0  \n",
+       "233373  N334JB      30    JFK  ROC      49.0       264   0.0     5.0  \n",
+       "233374  N77296    1071    EWR  BQN     216.0      1585   0.0     6.0  \n",
+       "233375  N595JB     391    LGA  MCO     131.0       950   0.0    19.0  \n",
+       "233377  N538CA    5092    EWR  ATL     101.0       746   0.0    20.0  \n",
+       "233379  N544AA     371    LGA  ORD     109.0       733   0.0    28.0  \n",
+       "233381  N184JB     608    JFK  PWM      56.0       273   0.0    32.0  \n",
+       "233382  N198JB    1109    JFK  RDU      71.0       427   0.0    37.0  \n",
+       "233383  N3EDAA    1709    LGA  MIA     147.0      1096   0.0    42.0  \n",
+       "233384  N17169    3812    EWR  SDF      96.0       642   0.0    51.0  \n",
+       "233385  N187JB     115    JFK  MSY     156.0      1182   0.0    53.0  \n",
+       "233386  N724EV    5258    LGA  MHT      33.0       195   0.0    54.0  \n",
+       "233387  N921AT     778    LGA  ATL     103.0       762   1.0     0.0  \n",
+       "233388  N19554    4119    EWR  RIC      48.0       277   1.0     2.0  \n",
+       "233389  N989DL    1435    LGA  TPA     133.0      1010   1.0     7.0  \n",
+       "233390  N950DL    1247    LGA  ATL      99.0       762   1.0     8.0  \n",
+       "233391  N353JB     128    JFK  BTV      47.0       266   1.0    51.0  \n",
+       "233392  N228JB      22    JFK  SYR      38.0       209   2.0     7.0  \n",
+       "233393  N784JB     383    LGA  FLL     145.0      1076   2.0    20.0  \n",
+       "233394  N689DL     947    LGA  ATL      97.0       762   2.0    26.0  \n",
+       "233502  N3BNAA    1837    LGA  MIA     143.0      1096   7.0     9.0  \n",
+       "233509  N3CBAA     707    LGA  DFW     195.0      1389   7.0    20.0  \n",
+       "233591  N76504    1115    EWR  TPA     142.0       997   8.0    30.0  \n",
+       "233599  N67171    1415    JFK  SLC     280.0      1990   8.0    39.0  \n",
+       "233620  N841UA     624    EWR  DEN     232.0      1605   9.0     4.0  \n",
+       "233625  N853VA      11    JFK  SFO     363.0      2586   9.0     6.0  \n",
+       "233647  N460UA     355    EWR  MCO     131.0       937   9.0    44.0  \n",
+       "233652  N502MQ    3355    LGA  BNA     146.0       764   9.0    51.0  \n",
+       "233656  N595UA     443    JFK  LAX     347.0      2475   9.0    53.0  \n",
+       "233664  N913XJ    3353    JFK  DTW      88.0       509  10.0     4.0  \n",
+       "233666  N855UA     252    EWR  SAN     331.0      2425  10.0     5.0  \n",
+       "233680  N796JB     641    JFK  SFO     360.0      2586  10.0    29.0  \n",
+       "233681  N855VA     161    EWR  LAX     337.0      2454  10.0    29.0  \n",
+       "233696  N5EVAA     647    JFK  MIA     149.0      1089  10.0    50.0  \n",
+       "233698  N267JB      56    JFK  BTV      45.0       266  10.0    54.0  \n",
+       "233707  N570AA     731    LGA  DFW     186.0      1389  11.0    10.0  \n",
+       "233717  N520MQ    3611    EWR  ORD     113.0       719  11.0    26.0  \n",
+       "233722  N425UA     258    LGA  IAH     187.0      1416  11.0    31.0  \n",
+       "233727  N649JB     197    JFK  LAS     323.0      2248  11.0    36.0  \n",
+       "233730  N39297    1043    EWR  DEN     228.0      1605  11.0    39.0  \n",
+       "233731  N8976E    3608    JFK  PHL       NaN        94  11.0    40.0  \n",
+       "233732  N510MQ    3689    LGA  DTW      94.0       502  11.0    44.0  \n",
+       "233735  N777QC    1983    EWR  AUS     200.0      1504  11.0    46.0  \n",
+       "233739  N388HA      51    JFK  HNL     634.0      4983  11.0    53.0  \n",
+       "233746  N250WN    3297    LGA  BNA     116.0       764  12.0     1.0  \n",
+       "233751  N361NB    1903    LGA  SRQ     145.0      1047  12.0    21.0  \n",
+       "233773  N114UW     931    JFK  CLT     102.0       541  13.0     5.0  \n",
+       "233776  N3CGAA    2099    LGA  MIA     145.0      1096  13.0    15.0  \n",
+       "233777  N950UW    2126    LGA  BOS      43.0       184  13.0    17.0  \n",
+       "233780  N434UA     255    LGA  ORD     113.0       733  13.0    21.0  \n",
+       "233784  N546MQ    3658    LGA  ATL     121.0       762  13.0    25.0  \n",
+       "233787  N656JB    1471    LGA  FLL     153.0      1076  13.0    35.0  \n",
+       "233791  N421UA     277    EWR  LAS     293.0      2227  13.0    40.0  \n",
+       "233794  N475UA     410    EWR  PHX     271.0      2133  13.0    50.0  \n",
+       "233795  N822MQ    3386    JFK  DCA      54.0       213  13.0    51.0  \n",
+       "233796  N915DE    2445    LGA  MCO     128.0       950  13.0    51.0  \n",
+       "233799  N16963    4679    EWR  JAX     117.0       820  13.0    55.0  \n",
+       "233801  N950DL    1455    LGA  MIA     146.0      1096  13.0    59.0  \n",
+       "233805  N775SW     546    LGA  MKE     110.0       738  14.0     3.0  \n",
+       "233806  N294JB    1008    JFK  BOS      38.0       187  14.0     4.0  \n",
+       "233810  N543UW    1459    LGA  CLT     109.0       544  14.0    12.0  \n",
+       "233812  N339JB      74    JFK  BTV      48.0       266  14.0    12.0  \n",
+       "233814  N826UA     429    EWR  MSY     168.0      1167  14.0    19.0  \n",
+       "233817  N124US    1895    EWR  CLT      97.0       529  14.0    23.0  \n",
+       "233818  N464WN      40    LGA  HOU     194.0      1428  14.0    24.0  \n",
+       "233823  N456AA     331    LGA  ORD     112.0       733  14.0    29.0  \n",
+       "233824  N17138    4517    EWR  BNA     114.0       748  14.0    29.0  \n",
+       "233825  N37290    1037    EWR  BOS      42.0       200  14.0    30.0  \n",
+       "233826  N521AA     743    LGA  DFW     187.0      1389  14.0    31.0  \n",
+       "233827  N76502    1122    EWR  PBI     170.0      1023  14.0    32.0  \n",
+       "233830  N37274    1123    EWR  IAH     189.0      1400  14.0    35.0  \n",
+       "233831  N3743H    2303    LGA  PBI     149.0      1035  14.0    35.0  \n",
+       "233832  N79521    1164    EWR  FLL     147.0      1065  14.0    38.0  \n",
+       "233837  N630JB    1601    LGA  RSW     148.0      1080  14.0    43.0  \n",
+       "233840  N801UA     353    EWR  ATL     124.0       746  14.0    46.0  \n",
+       "233841  N33262    1120    EWR  SFO     349.0      2565  14.0    48.0  \n",
+       "233843  N667DN    1947    LGA  ATL     121.0       762  14.0    50.0  \n",
+       "233844  N434AA     329    LGA  ORD     113.0       733  14.0    51.0  \n",
+       "233855  N960AT     348    LGA  ATL     116.0       762  14.0    59.0  \n",
+       "233859  N3BNAA    1073    LGA  MIA     179.0      1096  15.0     3.0  \n",
+       "233860  N975DL    2215    LGA  FLL     172.0      1076  15.0     7.0  \n",
+       "233861  N411UA     656    EWR  ORD     111.0       719  15.0     8.0  \n",
+       "233863  N21537    4687    EWR  CVG      92.0       569  15.0     8.0  \n",
+       "233865  N544MQ    3678    EWR  ORD     112.0       719  15.0     9.0  \n",
+       "233870  N571JB     525    EWR  MCO     139.0       937  15.0    16.0  \n",
+       "233876  N849UA     755    EWR  DFW     186.0      1372  15.0    23.0  \n",
+       "233878  N521JB     301    JFK  FLL     172.0      1069  15.0    27.0  \n",
+       "233884  N946DL     781    LGA  ATL     117.0       762  15.0    30.0  \n",
+       "233891  N281JB    1002    JFK  BOS      39.0       187  15.0    36.0  \n",
+       "233896  N784JB     141    JFK  PBI     149.0      1028  15.0    42.0  \n",
+       "233898  N334JB    1338    JFK  MVY      31.0       173  15.0    45.0  \n",
+       "233904  N980DL    1819    LGA  MSP     150.0      1020  15.0    51.0  \n",
+       "233905  N193JB     629    JFK  HOU     192.0      1428  15.0    52.0  \n",
+       "233906  N16559    4100    EWR  MEM     141.0       946  15.0    52.0  \n",
+       "233908  N725UW    2177    LGA  DCA      43.0       214  15.0    53.0  \n",
+       "233916  N921AT     721    LGA  CAK      67.0       397  16.0     3.0  \n",
+       "233919  N937XJ    3325    JFK  DFW     183.0      1391  16.0     5.0  \n",
+       "233923  N906AT     349    LGA  ATL     115.0       762  16.0     9.0  \n",
+       "233926  N511UA     745    LGA  DEN     284.0      1620  16.0    14.0  \n",
+       "233929  N87531    1498    LGA  ORD     114.0       733  16.0    16.0  \n",
+       "233931  N504MQ    3433    JFK  DCA      47.0       213  16.0    17.0  \n",
+       "233932  N905XJ    3393    JFK  DCA      43.0       213  16.0    17.0  \n",
+       "233934  N13955    4152    EWR  ATL     132.0       746  16.0    18.0  \n",
+       "233936  N8944B    4120    JFK  CLE      75.0       425  16.0    19.0  \n",
+       "233939  N335AA     117    JFK  LAX     332.0      2475  16.0    22.0  \n",
+       "233940  N656AW     688    EWR  PHX     273.0      2133  16.0    22.0  \n",
+       "233944  N820AS    5711    JFK  IAD      56.0       228  16.0    27.0  \n",
+       "233947  N3CBAA     759    LGA  DFW     182.0      1389  16.0    31.0  \n",
+       "233950  N3741S    1773    JFK  LAS     314.0      2248  16.0    31.0  \n",
+       "233952  N8877A    4279    JFK  ORF      63.0       290  16.0    36.0  \n",
+       "233960  N73251    1618    EWR  TPA     151.0       997  16.0    43.0  \n",
+       "233969  N542MQ    3622    LGA  BNA     109.0       764  16.0    57.0  \n",
+       "233970  N184JB     615    JFK  JAX       NaN       828  16.0    57.0  \n",
+       "233974  N645JB     537    EWR  TPA     158.0       997  17.0     4.0  \n",
+       "233976  N940DL    1373    JFK  MIA     160.0      1089  17.0     7.0  \n",
+       "233977  N8495B    4275    JFK  IAD      51.0       228  17.0     9.0  \n",
+       "233978  N228JB     119    JFK  MSY     176.0      1182  17.0     9.0  \n",
+       "233979  N748SW     262    EWR  DEN       NaN      1605  17.0     9.0  \n",
+       "233989  N916XJ    3540    JFK  MSP     154.0      1029  17.0    19.0  \n",
+       "233993  N39728    1542    LGA  CLE      71.0       419  17.0    20.0  \n",
+       "233994  N13908    4294    EWR  SAV     116.0       708  17.0    21.0  \n",
+       "233996  N517MQ    3694    EWR  ORD     105.0       719  17.0    25.0  \n",
+       "233998  N16999    4572    EWR  GSP     100.0       594  17.0    25.0  \n",
+       "234004  N37255    1110    EWR  BOS      35.0       200  17.0    30.0  \n",
+       "234011  N371CA    5599    LGA  CHS     112.0       641  17.0    34.0  \n",
+       "234012  N724EV    5432    LGA  BNA     123.0       764  17.0    35.0  \n",
+       "234016  N922DL    1685    LGA  MCO     143.0       950  17.0    40.0  \n",
+       "234017  N460UA     493    EWR  MCO     134.0       937  17.0    42.0  \n",
+       "234019  N601MQ    2793    JFK  CMH      75.0       483  17.0    42.0  \n",
+       "234021  N339JB       6    JFK  BUF      60.0       301  17.0    47.0  \n",
+       "234023  N11539    4596    EWR  STL     133.0       872  17.0    49.0  \n",
+       "234025  N8646A    4280    JFK  PHL       NaN        94  17.0    53.0  \n",
+       "234035  N928XJ    3392    JFK  RDU      71.0       427  17.0    59.0  \n",
+       "234036  N13994    4300    EWR  RIC      64.0       277  18.0     0.0  \n",
+       "234038  N658JB      91    JFK  OAK     377.0      2576  18.0     1.0  \n",
+       "234042  N448UA     503    LGA  IAH     191.0      1416  18.0     6.0  \n",
+       "234043  N3KFAA    1467    LGA  MIA     159.0      1096  18.0     6.0  \n",
+       "234044  N935XJ    3398    JFK  CVG      94.0       589  18.0     8.0  \n",
+       "234045  N509UA     996    EWR  SFO     341.0      2565  18.0     9.0  \n",
+       "234046  N415UA     294    EWR  CLE      69.0       404  18.0    12.0  \n",
+       "234048  N851VA      27    JFK  SFO     350.0      2586  18.0    12.0  \n",
+       "234053  N3731T    2280    JFK  FLL     156.0      1069  18.0    18.0  \n",
+       "234054  N599JB     985    LGA  TPA     141.0      1010  18.0    19.0  \n",
+       "234059  N12167    5682    EWR  MKE     105.0       725  18.0    23.0  \n",
+       "234060  N190JB    1176    EWR  BOS      42.0       200  18.0    24.0  \n",
+       "234069  N12569    5678    EWR  CVG      96.0       569  18.0    28.0  \n",
+       "234070  N12175    4667    EWR  MSP     145.0      1008  18.0    29.0  \n",
+       "234072  N3BKAA     695    JFK  AUS     207.0      1521  18.0    31.0  \n",
+       "234073  N804MQ    3361    JFK  RDU      76.0       427  18.0    33.0  \n",
+       "234074  N3AYAA    1999    EWR  MIA     153.0      1085  18.0    33.0  \n",
+       "234080  N3ECAA    1901    JFK  IAH     195.0      1417  18.0    41.0  \n",
+       "234082  N3EEAA     145    JFK  SAN     320.0      2446  18.0    42.0  \n",
+       "234084  N39450    1284    EWR  SFO     367.0      2565  18.0    44.0  \n",
+       "234085  N781WN    2625    LGA  MDW     112.0       725  18.0    45.0  \n",
+       "234086  N38268    1491    LGA  ORD     112.0       733  18.0    46.0  \n",
+       "234088  N348NW    2383    LGA  PWM      45.0       269  18.0    47.0  \n",
+       "234090  N912XJ    3459    JFK  BNA     111.0       765  18.0    49.0  \n",
+       "234101  N592UA     651    EWR  MCO     194.0       937  19.0     3.0  \n",
+       "234102  N19554    4377    EWR  JAX     126.0       820  19.0     7.0  \n",
+       "234104  N3JEAA     785    LGA  DFW     178.0      1389  19.0    10.0  \n",
+       "234109  N491UA     708    EWR  ORD     105.0       719  19.0    15.0  \n",
+       "234114  N374NW     479    EWR  SLC     281.0      1969  19.0    18.0  \n",
+       "234123  N471UA     435    EWR  SAN     312.0      2425  19.0    30.0  \n",
+       "234125  N488UA     234    EWR  DFW     181.0      1372  19.0    35.0  \n",
+       "234128  N18223    1611    EWR  IAH     184.0      1400  19.0    42.0  \n",
+       "234129  N3EYAA     119    EWR  LAX     325.0      2454  19.0    42.0  \n",
+       "234130  N621VA     193    EWR  SFO     385.0      2565  19.0    42.0  \n",
+       "234131  N750EV    5207    LGA  BGR      52.0       378  19.0    45.0  \n",
+       "234134  N8943A    3788    JFK  PHL      46.0        94  19.0    50.0  \n",
+       "234136  N334JB      38    JFK  ROC      50.0       264  19.0    52.0  \n",
+       "234152  N346NB    1091    JFK  SAT     209.0      1587  20.0    19.0  \n",
+       "234156  N662JB      15    JFK  FLL     161.0      1069  20.0    25.0  \n",
+       "234159  N14950    4382    EWR  DTW      79.0       488  20.0    32.0  \n",
+       "234161  N328AA      21    JFK  LAX     321.0      2475  20.0    33.0  \n",
+       "234162  N649AW     449    EWR  CLT      80.0       529  20.0    33.0  \n",
+       "234166  N327NB     926    EWR  ATL     109.0       746  20.0    43.0  \n",
+       "234167  N586JB      63    JFK  TPA     144.0      1005  20.0    46.0  \n",
+       "234168  N768JB     195    JFK  LAS     289.0      2248  20.0    47.0  \n",
+       "234169  N841UA     209    EWR  BOS      38.0       200  20.0    50.0  \n",
+       "234170  N8646A    4295    JFK  ORF      52.0       290  20.0    50.0  \n",
+       "234171  N477AA    1507    EWR  DFW     176.0      1372  20.0    50.0  \n",
+       "234176  N526VA     169    EWR  LAX     322.0      2454  21.0     1.0  \n",
+       "234177  N12567    4705    EWR  ATL     115.0       746  21.0     1.0  \n",
+       "234178  N680DA      87    JFK  SLC     272.0      1990  21.0     2.0  \n",
+       "234180  N606JB    1505    JFK  ABQ     236.0      1826  21.0     4.0  \n",
+       "234182  N419AS       7    EWR  SEA     325.0      2402  21.0     6.0  \n",
+       "234183  N555LV     542    LGA  MKE     105.0       738  21.0     6.0  \n",
+       "234186  N624JB     155    JFK  MCO     137.0       944  21.0    11.0  \n",
+       "234191  N503MQ    3674    LGA  CLE      64.0       419  21.0    25.0  \n",
+       "234192  N5CPAA     257    JFK  LAS     298.0      2248  21.0    25.0  \n",
+       "234193  N452UA     675    EWR  SEA     322.0      2402  21.0    27.0  \n",
+       "234194  N687DL     451    LGA  ATL     110.0       762  21.0    27.0  \n",
+       "234195  N176PQ    5550    EWR  DTW      73.0       488  21.0    27.0  \n",
+       "234196  N926DL     975    LGA  PIT      53.0       335  21.0    29.0  \n",
+       "234197  N45440    1292    EWR  FLL     155.0      1065  21.0    30.0  \n",
+       "234198  N5FNAA     177    JFK  SFO     336.0      2586  21.0    32.0  \n",
+       "234199  N8698A    4127    JFK  IAD      49.0       228  21.0    34.0  \n",
+       "234200  N891AT     485    LGA  CAK      64.0       397  21.0    36.0  \n",
+       "234201  N323JB    1016    JFK  BOS      36.0       187  21.0    38.0  \n",
+       "234202  N322US    2041    JFK  ATL     109.0       760  21.0    38.0  \n",
+       "234203  N756US    2189    LGA  DCA      40.0       214  21.0    38.0  \n",
+       "234204  N13566    4480    EWR  CLT      91.0       529  21.0    38.0  \n",
+       "234205  N12238    1680    EWR  MIA     151.0      1085  21.0    40.0  \n",
+       "234206  N938DL    1147    LGA  ATL     106.0       762  21.0    40.0  \n",
+       "234208  N722US    2187    LGA  DCA      41.0       214  21.0    42.0  \n",
+       "234211  N496WN      19    EWR  STL     122.0       872  21.0    46.0  \n",
+       "234212  N14562    4536    EWR  CVG      96.0       569  21.0    47.0  \n",
+       "234213  N361NB    1485    LGA  MCO       NaN       950  21.0    48.0  \n",
+       "234214  N8501F    3615    JFK  IND     104.0       665  21.0    49.0  \n",
+       "234216  N353AT     771    LGA  ATL     104.0       762  21.0    49.0  \n",
+       "234217  N921XJ    3380    JFK  JAX     115.0       828  21.0    52.0  \n",
+       "234221  N903XJ    3433    JFK  CVG      93.0       589  21.0    58.0  \n",
+       "234223  N607JB     399    LGA  MCO     138.0       950  22.0     2.0  \n",
+       "234224  N603JB     509    EWR  FLL     160.0      1065  22.0     5.0  \n",
+       "234225  N13718    1464    EWR  CLE      63.0       404  22.0     9.0  \n",
+       "234226  N8877A    3878    JFK  CLE      80.0       425  22.0    11.0  \n",
+       "234228  N37267    1241    EWR  TPA     136.0       997  22.0    14.0  \n",
+       "234230  N12996    4368    EWR  DAY      78.0       533  22.0    16.0  \n",
+       "234231  N249JB    1111    JFK  RDU      73.0       427  22.0    17.0  \n",
+       "234233  N436UA     205    EWR  AUS     191.0      1504  22.0    25.0  \n",
+       "234234  N76502    1224    EWR  LAX     320.0      2454  22.0    26.0  \n",
+       "234235  N915DE    2391    JFK  TPA     140.0      1005  22.0    31.0  \n",
+       "234236  N504MQ    3535    JFK  CMH      73.0       483  22.0    39.0  \n",
+       "234237  N943DL    2181    LGA  MCO     135.0       950  22.0    42.0  \n",
+       "234238  N14570    4191    EWR  BNA     107.0       748  22.0    45.0  \n",
+       "234239  N354JB    1178    EWR  BOS      36.0       200  22.0    46.0  \n",
+       "234240  N826UA     994    EWR  BOS      46.0       200  22.0    47.0  \n",
+       "234241  N294JB      10    JFK  BUF      53.0       301  22.0    51.0  \n",
+       "234242  N450WN    1271    EWR  MDW     102.0       711  22.0    52.0  \n",
+       "234244  N378DA    1729    JFK  LAS     293.0      2248  22.0    56.0  \n",
+       "234245  N14902    4361    EWR  TYS      99.0       631  22.0    56.0  \n",
+       "234246  N14174    3829    EWR  JAX     122.0       820  22.0    59.0  \n",
+       "234248  N905XJ    3397    JFK  RDU      68.0       427  23.0     4.0  \n",
+       "234249  N534JB     199    JFK  LAS     291.0      2248  23.0     6.0  \n",
+       "234250  N8674A    4287    JFK  BWI      36.0       184  23.0    11.0  \n",
+       "234251  N576UA     485    EWR  DEN     211.0      1605  23.0    12.0  \n",
+       "234252  N3CGAA     791    LGA  DFW     179.0      1389  23.0    20.0  \n",
+       "234253  N486AA    1691    EWR  DFW     178.0      1372  23.0    23.0  \n",
+       "234254  N472WN    1454    EWR  MSY     168.0      1167  23.0    24.0  \n",
+       "234256  N13978    4649    LGA  CLE      65.0       419  23.0    28.0  \n",
+       "234257  N8495B    4191    JFK  PHL      28.0        94  23.0    32.0  \n",
+       "234258  N426WN     625    EWR  MDW     104.0       711  23.0    32.0  \n",
+       "234259  N651JB     707    JFK  SJU     200.0      1598  23.0    33.0  \n",
+       "234260  N630JB      29    JFK  TPA     138.0      1005  23.0    45.0  \n",
+       "234261  N454WN     579    LGA  MDW     101.0       725  23.0    48.0  \n",
+       "234262  N913WN    2603    LGA  BNA     104.0       764  23.0    49.0  \n",
+       "234263  N13997    4700    EWR  CLT      87.0       529  23.0    49.0  \n",
+       "234264  N79521    1439    EWR  LAX     312.0      2454  23.0    51.0  \n",
+       "234265  N909DL    2139    LGA  MIA     155.0      1096  23.0    55.0  \n",
+       "234362  N639JB     399    LGA  MCO     113.0       950   0.0    24.0  \n",
+       "234363  N930AT     485    LGA  CAK      57.0       397   0.0    40.0  \n",
+       "234477  N668DN    1743    JFK  ATL      99.0       760   7.0    28.0  \n",
+       "234491  N724MQ    3351    LGA  DTW      83.0       502   7.0    45.0  \n",
+       "234574  N685SW    1696    EWR  STL     123.0       872   8.0    54.0  \n",
+       "234587  N12552    4166    EWR  GSP      88.0       594   9.0     0.0  \n",
+       "234591  N16987    3854    EWR  BTV      45.0       266   9.0     5.0  \n",
+       "234597  N483AA    2083    EWR  DFW     173.0      1372   9.0    14.0  \n",
+       "234652  N14174    5824    EWR  RIC      54.0       277  10.0    16.0  \n",
+       "234660  N491AA     313    LGA  ORD     105.0       733  10.0    27.0  \n",
+       "234685  N504MQ    3355    LGA  BNA      99.0       764  10.0    58.0  \n",
+       "234695  N8390A    4065    LGA  SDF      96.0       659  11.0     9.0  \n",
+       "234713  N511MQ    3689    LGA  DTW      77.0       502  11.0    38.0  \n",
+       "234714  N503MQ    3644    LGA  ATL      95.0       762  11.0    40.0  \n",
+       "234731  N13997    4519    EWR  AVL      82.0       583  11.0    58.0  \n",
+       "234742  N508MQ    3230    JFK  DCA      47.0       213  12.0    23.0  \n",
+       "234784  N16987    5825    EWR  STL     127.0       872  13.0     6.0  \n",
+       "234803  N7704B     654    EWR  MDW     101.0       711  13.0    30.0  \n",
+       "234810  N836MQ    3386    JFK  DCA      50.0       213  13.0    39.0  \n",
+       "234813  N8698A    3611    JFK  PIT      63.0       340  13.0    40.0  \n",
+       "234828  N506MQ    3461    LGA  BNA     100.0       764  14.0     0.0  \n",
+       "234829  N16999    4118    EWR  DTW      83.0       488  14.0     0.0  \n",
+       "234830  N37298    1164    EWR  FLL     139.0      1065  14.0     2.0  \n",
+       "234905  N939WN     427    LGA  MDW     107.0       725  15.0    15.0  \n",
+       "234936  N510MQ    3567    LGA  CLT      76.0       544  15.0    47.0  \n",
+       "234970  N920XJ    3325    JFK  DFW     188.0      1391  16.0    12.0  \n",
+       "234976  N13997    4129    EWR  DCA      39.0       199  16.0    13.0  \n",
+       "234977  N508MQ    3433    JFK  DCA      47.0       213  16.0    17.0  \n",
+       "234983  N507MQ    3678    EWR  ORD     113.0       719  16.0    23.0  \n",
+       "235006  N738MQ    3532    LGA  XNA     159.0      1147  16.0    40.0  \n",
+       "235048  N983AT     721    LGA  CAK      62.0       397  17.0    23.0  \n",
+       "235065  N537MQ    3199    LGA  CLT      73.0       544  17.0    46.0  \n",
+       "235089  N12563    4705    EWR  ATL     104.0       746  18.0    12.0  \n",
+       "235093   N3765       4    JFK  SJU     237.0      1598  18.0    22.0  \n",
+       "235096  N710TW     141    JFK  SFO     364.0      2586  18.0    25.0  \n",
+       "235102  N14905    3267    EWR  ORF      53.0       284  18.0    27.0  \n",
+       "235108  N11547    4195    EWR  BNA     103.0       748  18.0    31.0  \n",
+       "235114  N16703    1542    LGA  CLE      63.0       419  18.0    38.0  \n",
+       "235116  N3BSAA     145    JFK  SAN     317.0      2446  18.0    40.0  \n",
+       "235125  N7726A     580    EWR  HOU     180.0      1411  18.0    50.0  \n",
+       "235126  N345AA      85    JFK  SFO     366.0      2586  18.0    51.0  \n",
+       "235129  N16987    3853    EWR  BUF      50.0       282  18.0    54.0  \n",
+       "235137  N16999    5678    EWR  CVG      86.0       569  19.0     0.0  \n",
+       "235140  N914FJ    2751    LGA  CLT      75.0       544  19.0     2.0  \n",
+       "235147  N328AA     177    JFK  SFO     339.0      2586  19.0    12.0  \n",
+       "235153  N503MQ    3301    LGA  RDU      58.0       431  19.0    18.0  \n",
+       "235156  N994DL    1585    LGA  MCO     115.0       950  19.0    18.0  \n",
+       "235160  N449UA     618    EWR  SEA     322.0      2402  19.0    25.0  \n",
+       "235166  N474AA    2019    LGA  STL     116.0       888  19.0    35.0  \n",
+       "235167  N575UA     212    EWR  SFO     328.0      2565  19.0    39.0  \n",
+       "235170  N359NB    2131    LGA  DTW      79.0       502  19.0    39.0  \n",
+       "235171  N3DUAA     119    EWR  LAX     329.0      2454  19.0    40.0  \n",
+       "235180  N3DSAA    1611    LGA  MIA     131.0      1096  19.0    53.0  \n",
+       "235181  N14562    4382    EWR  DTW      79.0       488  19.0    53.0  \n",
+       "235183  N491AA     359    LGA  ORD     122.0       733  19.0    54.0  \n",
+       "235187  N13955    3847    EWR  IND      98.0       645  19.0    58.0  \n",
+       "235191  N996DL    1373    JFK  MIA     139.0      1089  20.0     3.0  \n",
+       "235192  N702TW    1643    JFK  SEA     332.0      2422  20.0     4.0  \n",
+       "235194  N694DL     947    LGA  ATL     100.0       762  20.0     5.0  \n",
+       "235200  N7704B    2603    LGA  BNA     105.0       764  20.0    14.0  \n",
+       "235201  N725UW    2187    LGA  DCA      41.0       214  20.0    15.0  \n",
+       "235203   N3767    2007    JFK  PDX     323.0      2454  20.0    18.0  \n",
+       "235205  N33264    1259    LGA  IAH     180.0      1416  20.0    21.0  \n",
+       "235209  N335AA      21    JFK  LAX     313.0      2475  20.0    23.0  \n",
+       "235214  N3731T     971    JFK  DEN     209.0      1626  20.0    27.0  \n",
+       "235218  N14902    4224    EWR  MKE     111.0       725  20.0    31.0  \n",
+       "235219  N826AS    5714    JFK  IAD      44.0       228  20.0    33.0  \n",
+       "235221  N905DL    1435    LGA  TPA     120.0      1010  20.0    34.0  \n",
+       "235223  N835AS    5769    LGA  IAD      43.0       229  20.0    37.0  \n",
+       "235224  N651JB      91    JFK  OAK     334.0      2576  20.0    38.0  \n",
+       "235226  N3BPAA    1762    JFK  BOS      40.0       187  20.0    42.0  \n",
+       "235228  N902XJ    3397    JFK  RDU      65.0       427  20.0    48.0  \n",
+       "235235  N508MQ    3535    JFK  CMH      65.0       483  20.0    57.0  \n",
+       "235236  N16541    4131    EWR  RIC      45.0       277  20.0    57.0  \n",
+       "235237  N695CA    5092    EWR  ATL      91.0       746  20.0    57.0  \n",
+       "235238  N489AA    1691    EWR  DFW     169.0      1372  20.0    58.0  \n",
+       "235241  N604QX    5268    LGA  CLT      74.0       544  20.0    59.0  \n",
+       "235244  N425UA     516    LGA  IAH     186.0      1416  21.0     3.0  \n",
+       "235249  N11551    4312    EWR  DCA      35.0       199  21.0    10.0  \n",
+       "235250  N13997    4322    EWR  ROC      46.0       246  21.0    11.0  \n",
+       "235256  N931DL     975    LGA  PIT      50.0       335  21.0    23.0  \n",
+       "235257  N8EGMQ    3662    LGA  ATL      95.0       762  21.0    25.0  \n",
+       "235259  N638VA     413    JFK  LAX     338.0      2475  21.0    26.0  \n",
+       "235260  N204FR     837    LGA  DEN     234.0      1620  21.0    27.0  \n",
+       "235262  N104UW    1531    LGA  CLT      79.0       544  21.0    30.0  \n",
+       "235265  N16149    4333    EWR  TUL     163.0      1215  21.0    36.0  \n",
+       "235267  N524MQ    3526    LGA  CMH      66.0       479  21.0    41.0  \n",
+       "235271  N615QX    5048    LGA  RIC      46.0       292  21.0    43.0  \n",
+       "235272  N924XJ    3395    JFK  DCA      37.0       213  21.0    44.0  \n",
+       "235275  N3GXAA     791    LGA  DFW     178.0      1389  21.0    48.0  \n",
+       "235276  N711MQ    3573    LGA  CMH      70.0       479  21.0    49.0  \n",
+       "235277  N804MQ    3374    JFK  RDU      68.0       427  21.0    50.0  \n",
+       "235278  N353JB    1016    JFK  BOS      35.0       187  21.0    50.0  \n",
+       "235280  N294JB    1178    EWR  BOS      41.0       200  21.0    54.0  \n",
+       "235281  N17984    4191    EWR  BNA     102.0       748  21.0    56.0  \n",
+       "235283  N29717    1692    EWR  MCO     116.0       937  22.0     0.0  \n",
+       "235285  N757UW    2189    LGA  DCA      40.0       214  22.0     0.0  \n",
+       "235287  N13992    3829    EWR  JAX     107.0       820  22.0     1.0  \n",
+       "235288  N35271    1241    EWR  TPA     126.0       997  22.0     8.0  \n",
+       "235290  N625VA     415    JFK  LAX     320.0      2475  22.0    10.0  \n",
+       "235291  N535MQ    3604    EWR  ORD     110.0       719  22.0    17.0  \n",
+       "235293  N3AUAA     785    LGA  DFW     178.0      1389  22.0    19.0  \n",
+       "235294  N805JB     165    JFK  PDX     334.0      2454  22.0    20.0  \n",
+       "235295  N989DL    2139    LGA  MIA     129.0      1096  22.0    21.0  \n",
+       "235296  N612QX    5254    LGA  DSM       NaN      1031  22.0    21.0  \n",
+       "235297  N950UW    2144    LGA  BOS      35.0       184  22.0    22.0  \n",
+       "235298  N713MQ    3603    LGA  DTW      78.0       502  22.0    25.0  \n",
+       "235300  N440UA     407    EWR  IAH     179.0      1400  22.0    28.0  \n",
+       "235301  N8733G    4295    JFK  ORF      47.0       290  22.0    28.0  \n",
+       "235303  N3CAAA    1709    LGA  MIA     134.0      1096  22.0    29.0  \n",
+       "235304  N231WN     345    LGA  DEN     225.0      1620  22.0    32.0  \n",
+       "235306  N372NW    2041    JFK  ATL      94.0       760  22.0    36.0  \n",
+       "235308  N919DE    2391    JFK  TPA     118.0      1005  22.0    38.0  \n",
+       "235309  N249JB     619    JFK  JAX     108.0       828  22.0    39.0  \n",
+       "235310  N11109    4119    EWR  RIC      45.0       277  22.0    39.0  \n",
+       "235311  N8423C    4191    JFK  PHL      29.0        94  22.0    40.0  \n",
+       "235314  N983AT     778    LGA  ATL      97.0       762  22.0    52.0  \n",
+       "235315  N537MQ    3384    LGA  CLT      71.0       544  22.0    58.0  \n",
+       "235317  N13968    4700    EWR  CLT      77.0       529  22.0    58.0  \n",
+       "235318  N724MQ    3591    LGA  RDU      61.0       431  23.0    12.0  \n",
+       "235319  N558JB      29    JFK  TPA     119.0      1005  23.0    20.0  \n",
+       "235321  N235WN    1454    EWR  MSY     148.0      1167  23.0    30.0  \n",
+       "235322  N518MQ    3660    LGA  BNA      96.0       764  23.0    32.0  \n",
+       "235575  N568UA     421    EWR  SFO     337.0      2565   9.0    40.0  \n",
+       "235587  N843UA     699    EWR  SAN     313.0      2425   9.0    57.0  \n",
+       "235642  N535MQ    3611    EWR  ORD     114.0       719  11.0    10.0  \n",
+       "235655  N16559    5672    EWR  MKE     107.0       725  11.0    33.0  \n",
+       "235722  N940DL    1875    LGA  TPA     138.0      1010  13.0    15.0  \n",
+       "235753  N519MQ    3230    JFK  DCA      48.0       213  13.0    54.0  \n",
+       "235754  N830MQ    3386    JFK  DCA      48.0       213  13.0    54.0  \n",
+       "235772  N608JB    1601    LGA  RSW     145.0      1080  14.0    28.0  \n",
+       "235778  N504MQ    3535    JFK  CMH      74.0       483  14.0    32.0  \n",
+       "235780  N725MQ    3340    LGA  DTW      83.0       502  14.0    35.0  \n",
+       "235832  N582AA     337    LGA  ORD     111.0       733  15.0    26.0  \n",
+       "235860  N13566    4434    EWR  MHT      40.0       209  15.0    56.0  \n",
+       "235879  N29917    4381    EWR  DTW      80.0       488  16.0    12.0  \n",
+       "235883  N8965E    3793    JFK  CLT      78.0       541  16.0    17.0  \n",
+       "235920  N16541    4087    EWR  IND      96.0       645  16.0    53.0  \n",
+       "235934  N552UA     216    EWR  IAH     180.0      1400  17.0    10.0  \n",
+       "235953  N12567    4561    EWR  GSP      83.0       594  17.0    25.0  \n",
+       "235958  N27962    4535    EWR  IAD      41.0       212  17.0    31.0  \n",
+       "235960  N942MQ    3202    JFK  IND      99.0       665  17.0    33.0  \n",
+       "235962  N830MQ    3359    JFK  RDU      61.0       427  17.0    35.0  \n",
+       "235976  N810UA     422    EWR  FLL     140.0      1065  17.0    54.0  \n",
+       "235988  N519MQ    3433    JFK  DCA      42.0       213  18.0    11.0  \n",
+       "235996  N3GPAA    1750    JFK  BOS      36.0       187  18.0    22.0  \n",
+       "236007  N73445    1248    EWR  SAN     311.0      2425  18.0    30.0  \n",
+       "236015  N5EXAA     221    JFK  MIA     126.0      1089  18.0    37.0  \n",
+       "236036  N4YHAA     773    LGA  DFW     188.0      1389  19.0    12.0  \n",
+       "236057  N3BVAA    1611    LGA  MIA     139.0      1096  19.0    29.0  \n",
+       "236062  N75853    1266    EWR  LAX     318.0      2454  19.0    36.0  \n",
+       "236106  N3JTAA     785    LGA  DFW     179.0      1389  20.0    41.0  \n",
+       "236113  N406UA     367    EWR  MCO     114.0       937  21.0     2.0  \n",
+       "236114  N37274    1637    EWR  TPA     128.0       997  21.0     4.0  \n",
+       "236126  N705TW    1465    JFK  SFO     369.0      2586  21.0    45.0  \n",
+       "236131  N530VA     169    EWR  LAX     345.0      2454  22.0    18.0  \n",
+       "236140  N15973    3829    EWR  BDL      25.0       116  22.0    56.0  \n",
+       "236141  N363NW      73    JFK  ATL      99.0       760  23.0     6.0  \n",
+       "236151  N319AA     185    JFK  LAX     352.0      2475   0.0    14.0  \n",
+       "236152  N741EV    5258    LGA  MHT      31.0       195   0.0    45.0  \n",
+       "236236  N709JB     315    JFK  FLL     138.0      1069   7.0    23.0  \n",
+       "236494  N634JB     679    JFK  LAX     336.0      2475  12.0    26.0  \n",
+       "236550  N656JB     711    JFK  LAS     322.0      2248  13.0    25.0  \n",
+       "236651  N13994    4171    EWR  MSN     119.0       799  15.0    19.0  \n",
+       "236669  N760SW     427    LGA  MDW     113.0       725  15.0    35.0  \n",
+       "236681  N14907    5966    EWR  ATL     121.0       746  15.0    46.0  \n",
+       "236732  N12540    4324    EWR  ORF      48.0       284  16.0    28.0  \n",
+       "236767  N17108    4580    EWR  MKE     122.0       725  17.0     0.0  \n",
+       "236771  N13550    4596    EWR  STL     130.0       872  17.0     2.0  \n",
+       "236788  N750EV    4949    LGA  GSO      70.0       461  17.0    18.0  \n",
+       "236804  N8EGMQ    3622    LGA  BNA     105.0       764  17.0    32.0  \n",
+       "236822  N14570    4140    EWR  ROC      45.0       246  17.0    43.0  \n",
+       "236838  N4XEAA     343    LGA  ORD     114.0       733  17.0    59.0  \n",
+       "236842  N713SW    1939    EWR  DEN     251.0      1605  18.0     5.0  \n",
+       "236847  N5EEAA     257    JFK  LAS     316.0      2248  18.0    14.0  \n",
+       "236852  N553UA     531    LGA  IAH     192.0      1416  18.0    17.0  \n",
+       "236881  N810UA     485    EWR  DEN     235.0      1605  18.0    37.0  \n",
+       "236892  N713MQ    3199    LGA  CLT      85.0       544  18.0    50.0  \n",
+       "236901  N14950    4532    EWR  CHS      95.0       628  18.0    58.0  \n",
+       "236908  N725MQ    3367    LGA  XNA     172.0      1147  19.0     1.0  \n",
+       "236938  N561JB     173    JFK  SJC     365.0      2569  19.0    37.0  \n",
+       "236939  N996DL    1585    LGA  MCO     132.0       950  19.0    37.0  \n",
+       "236957  N360NB    1321    EWR  MSP     152.0      1008  19.0    54.0  \n",
+       "237002  N426UA     339    EWR  FLL     151.0      1065  20.0    48.0  \n",
+       "237021  N398CA    5268    LGA  CLT      79.0       544  21.0     7.0  \n",
+       "237035  N959WN    2603    LGA  BNA     112.0       764  21.0    30.0  \n",
+       "237038  N417UA     994    EWR  BOS      44.0       200  21.0    35.0  \n",
+       "237049  N963DL    1435    LGA  TPA     135.0      1010  21.0    57.0  \n",
+       "237053  N15985    4372    EWR  CLT      81.0       529  22.0    14.0  \n",
+       "237060  N595JB     383    LGA  FLL     137.0      1076  22.0    40.0  \n",
+       "237062  N537MQ    3317    LGA  RDU      61.0       431  22.0    58.0  \n",
+       "237063  N14219    1116    EWR  BOS      39.0       200  23.0     5.0  \n",
+       "237069  N721UW    2189    LGA  DCA      60.0       214   0.0     2.0  \n",
+       "237070  N309JB      30    JFK  ROC      50.0       264   0.0     8.0  \n",
+       "237071  N358JB     112    JFK  BUF      56.0       301   0.0    13.0  \n",
+       "237072  N14977    4580    EWR  BTV      57.0       266   0.0    29.0  \n",
+       "237191  N3CHAA     707    LGA  DFW     245.0      1389   7.0    25.0  \n",
+       "237280  N805MQ    3676    LGA  CLT      95.0       544   8.0    32.0  \n",
+       "237282  N15980    5819    EWR  MHT      40.0       209   8.0    33.0  \n",
+       "237325  N354NB    2457    LGA  MSY     155.0      1183   9.0    12.0  \n",
+       "237395  N561JB    1061    JFK  AUS     200.0      1521  10.0    41.0  \n",
+       "237412  N532MQ    3611    EWR  ORD     109.0       719  11.0     6.0  \n",
+       "237426  N11165    4187    EWR  BNA     110.0       748  11.0    23.0  \n",
+       "237446  N477AA     731    LGA  DFW     205.0      1389  11.0    54.0  \n",
+       "237468  N723EV    5033    LGA  MEM     134.0       963  12.0    10.0  \n",
+       "237470  N31131    3817    EWR  MKE     124.0       725  12.0    18.0  \n",
+       "237479  N906DL     695    JFK  MCO     132.0       944  12.0    37.0  \n",
+       "237507  N697DL     461    LGA  ATL     104.0       762  12.0    59.0  \n",
+       "237514  N511MQ    3689    LGA  DTW      82.0       502  13.0     7.0  \n",
+       "237519  N804MQ    3386    JFK  DCA      54.0       213  13.0    13.0  \n",
+       "237560  N3GAAA     745    LGA  DFW     188.0      1389  14.0    11.0  \n",
+       "237594  N3FJAA     753    LGA  DFW     211.0      1389  14.0    49.0  \n",
+       "237613  N613JB     143    JFK  RSW     150.0      1074  14.0    57.0  \n",
+       "237678  N3EKAA     759    LGA  DFW     215.0      1389  16.0    11.0  \n",
+       "237683  N322US    1157    EWR  MSP     157.0      1008  16.0    16.0  \n",
+       "237689  N908XJ    3393    JFK  DCA      52.0       213  16.0    21.0  \n",
+       "237693  N552AA     883    EWR  DFW     204.0      1372  16.0    25.0  \n",
+       "237698  N913XJ    3325    JFK  DFW     207.0      1391  16.0    34.0  \n",
+       "237699  N348AA      85    JFK  SFO     373.0      2586  16.0    35.0  \n",
+       "237701  N13997    4572    EWR  GSP      93.0       594  16.0    37.0  \n",
+       "237726  N589AA     341    LGA  ORD     115.0       733  17.0     1.0  \n",
+       "237727  N389AA    1769    JFK  MIA     168.0      1089  17.0     1.0  \n",
+       "237728  N11544    4175    EWR  IAD      43.0       212  17.0     2.0  \n",
+       "237731  N919XJ    3540    JFK  MSP     165.0      1029  17.0     6.0  \n",
+       "237736  N77295    1107    EWR  DEN     230.0      1605  17.0    15.0  \n",
+       "237741  N760EV    4949    LGA  GSO      68.0       461  17.0    22.0  \n",
+       "237747  N559AA     343    LGA  ORD     120.0       733  17.0    27.0  \n",
+       "237748   N3756    1394    JFK  PDX     323.0      2454  17.0    27.0  \n",
+       "237752  N459UA     488    EWR  MCO     132.0       937  17.0    31.0  \n",
+       "237758  N3JRAA     763    LGA  DFW     209.0      1389  17.0    32.0  \n",
+       "237761  N3EHAA     881    JFK  DFW     203.0      1391  17.0    37.0  \n",
+       "237765  N363NW    2231    LGA  DTW      84.0       502  17.0    39.0  \n",
+       "237767  N953DL     847    LGA  ATL     114.0       762  17.0    40.0  \n",
+       "237769  N618JB       9    JFK  MCO     138.0       944  17.0    42.0  \n",
+       "237771  N839MH     843    JFK  ATL     119.0       760  17.0    43.0  \n",
+       "237778  N14573    5818    EWR  MEM       NaN       946  17.0    51.0  \n",
+       "237782  N13538    4684    EWR  SDF     105.0       642  17.0    55.0  \n",
+       "237784  N11165    4322    EWR  ROC      44.0       246  17.0    56.0  \n",
+       "237788  N761ND    4878    LGA  RDU      72.0       431  18.0     3.0  \n",
+       "237791  N12996    4202    EWR  STL     132.0       872  18.0    10.0  \n",
+       "237793  N3FTAA    1467    LGA  MIA     167.0      1096  18.0    13.0  \n",
+       "237801  N14977    4596    EWR  STL     141.0       872  18.0    22.0  \n",
+       "237802  N319AA     181    JFK  LAX     342.0      2475  18.0    23.0  \n",
+       "237803  N466AA    1507    EWR  DFW     193.0      1372  18.0    25.0  \n",
+       "237805  N902MQ    3075    JFK  CVG      92.0       589  18.0    25.0  \n",
+       "237807  N723MQ    3411    LGA  RDU      78.0       431  18.0    27.0  \n",
+       "237811  N3FHAA    1711    JFK  ORD     134.0       740  18.0    29.0  \n",
+       "237813  N321NB    2042    EWR  ATL     107.0       746  18.0    30.0  \n",
+       "237816  N11192    4702    EWR  GSO      67.0       445  18.0    31.0  \n",
+       "237817  N462WN    2625    LGA  MDW     114.0       725  18.0    32.0  \n",
+       "237821  N615QX    5091    LGA  PIT      58.0       335  18.0    35.0  \n",
+       "237822  N5EEAA     257    JFK  LAS     319.0      2248  18.0    37.0  \n",
+       "237823  N16546    4382    EWR  DTW      98.0       488  18.0    37.0  \n",
+       "237825  N38458    1593    EWR  LAS     300.0      2227  18.0    41.0  \n",
+       "237826  N14907    4195    EWR  BNA     114.0       748  18.0    43.0  \n",
+       "237828  N3DNAA    1901    JFK  IAH     200.0      1417  18.0    45.0  \n",
+       "237832  N5FMAA     221    JFK  MIA     156.0      1089  18.0    50.0  \n",
+       "237833  N649MQ    2949    JFK  BNA     116.0       765  18.0    50.0  \n",
+       "237841  N585UA     996    EWR  SFO     372.0      2565  18.0    54.0  \n",
+       "237842  N538UA     392    EWR  LAX     322.0      2454  18.0    55.0  \n",
+       "237845  N797MX     580    EWR  HOU     185.0      1411  18.0    56.0  \n",
+       "237847  N720MQ    3367    LGA  XNA       NaN      1147  18.0    59.0  \n",
+       "237850  N3DSAA     695    JFK  AUS     224.0      1521  19.0     2.0  \n",
+       "237853  N511MQ    3301    LGA  RDU      70.0       431  19.0     3.0  \n",
+       "237854  N218FR     837    LGA  DEN     233.0      1620  19.0     5.0  \n",
+       "237856  N3FVAA     145    JFK  SAN     335.0      2446  19.0     7.0  \n",
+       "237859  N627DL      61    LGA  ATL     113.0       762  19.0    10.0  \n",
+       "237864  N509UA     509    LGA  DEN     225.0      1620  19.0    17.0  \n",
+       "237866  N605LR    3400    JFK  MKE     126.0       745  19.0    19.0  \n",
+       "237868  N579JB      15    JFK  FLL     152.0      1069  19.0    22.0  \n",
+       "237870  N246LV      19    EWR  STL     137.0       872  19.0    26.0  \n",
+       "237873  N346NB     402    JFK  BOS      51.0       187  19.0    30.0  \n",
+       "237874  N415UA     299    EWR  SEA     334.0      2402  19.0    31.0  \n",
+       "237875  N467WN     493    LGA  STL     137.0       888  19.0    31.0  \n",
+       "237877  N476UA     807    LGA  IAH     207.0      1416  19.0    33.0  \n",
+       "237878  N3HAAA     353    LGA  ORD     133.0       733  19.0    33.0  \n",
+       "237879  N544AA    2019    LGA  STL     136.0       888  19.0    33.0  \n",
+       "237882  N424AA     773    LGA  DFW     203.0      1389  19.0    36.0  \n",
+       "237885  N169AT     771    LGA  ATL     113.0       762  19.0    39.0  \n",
+       "237886  N530MQ    3674    LGA  CLE      65.0       419  19.0    40.0  \n",
+       "237887  N827UA     691    LGA  ORD     131.0       733  19.0    44.0  \n",
+       "237890  N184JB    1012    JFK  BOS      45.0       187  19.0    47.0  \n",
+       "237893  N4XFAA     359    LGA  ORD     127.0       733  19.0    48.0  \n",
+       "237896  N283JB    1176    EWR  BOS      57.0       200  19.0    51.0  \n",
+       "237908  N934AT     778    LGA  ATL     108.0       762  20.0     2.0  \n",
+       "237909  N442UA     525    EWR  DEN     223.0      1605  20.0     3.0  \n",
+       "237910  N625VA      29    JFK  SFO     378.0      2586  20.0     5.0  \n",
+       "237913  N911DL    1585    LGA  MCO     138.0       950  20.0     7.0  \n",
+       "237915  N916DL     926    EWR  ATL     108.0       746  20.0     8.0  \n",
+       "237916  N77431    1253    EWR  ORD     121.0       719  20.0    13.0  \n",
+       "237917  N328AA     177    JFK  SFO     367.0      2586  20.0    16.0  \n",
+       "237918  N756SA     542    LGA  MKE     123.0       738  20.0    16.0  \n",
+       "237919  N961UW    2140    LGA  BOS      57.0       184  20.0    21.0  \n",
+       "237921  N936XJ    3383    JFK  PIT      67.0       340  20.0    22.0  \n",
+       "237925  N713UW    2187    LGA  DCA      45.0       214  20.0    27.0  \n",
+       "237930  N555AY    1491    LGA  CLT      90.0       544  20.0    32.0  \n",
+       "237932  N509JB     527    EWR  MCO     132.0       937  20.0    33.0  \n",
+       "237934  N533UA     212    EWR  SFO     349.0      2565  20.0    37.0  \n",
+       "237935  N131EV    5550    EWR  DTW      89.0       488  20.0    37.0  \n",
+       "237939  N615DL     947    LGA  ATL     109.0       762  20.0    40.0  \n",
+       "237941  N516MQ    3535    JFK  CMH      74.0       483  20.0    43.0  \n",
+       "237945  N829AS    5714    JFK  IAD      42.0       228  20.0    45.0  \n",
+       "237946  N37287    1269    EWR  PBI     139.0      1023  20.0    48.0  \n",
+       "237947  N715JB     703    JFK  SJU     191.0      1598  20.0    48.0  \n",
+       "237948  N928XJ    3380    JFK  JAX     111.0       828  20.0    50.0  \n",
+       "237949  N3EFAA     269    JFK  SEA     341.0      2422  20.0    51.0  \n",
+       "237950  N14960    4361    EWR  TYS     100.0       631  20.0    51.0  \n",
+       "237955  N3FCAA    1762    JFK  BOS      45.0       187  20.0    58.0  \n",
+       "237958  N922XJ    3525    JFK  ORD     136.0       740  21.0     1.0  \n",
+       "237959  N14168    4543    EWR  DSM     152.0      1017  21.0     1.0  \n",
+       "237960  N224WN    2603    LGA  BNA     115.0       764  21.0     3.0  \n",
+       "237961  N467UA     675    EWR  SEA     320.0      2402  21.0     8.0  \n",
+       "237962  N913DL    1147    LGA  ATL     113.0       762  21.0     8.0  \n",
+       "237964  N327AA      21    JFK  LAX     351.0      2475  21.0    11.0  \n",
+       "237968  N877AS    5769    LGA  IAD      47.0       229  21.0    17.0  \n",
+       "237969  N948UW    2142    LGA  BOS      45.0       184  21.0    18.0  \n",
+       "237974  N13969    4536    EWR  CVG      96.0       569  21.0    25.0  \n",
+       "237975  N608QX    5038    LGA  BHM     122.0       866  21.0    31.0  \n",
+       "237978  N137EV    5092    EWR  ATL     111.0       746  21.0    32.0  \n",
+       "237979  N902XJ    3395    JFK  DCA      43.0       213  21.0    34.0  \n",
+       "237980  N587AA    1691    EWR  DFW     199.0      1372  21.0    35.0  \n",
+       "237982  N304JB     917    JFK  ORD     134.0       740  21.0    37.0  \n",
+       "237984  N368NW    2041    JFK  ATL     112.0       760  21.0    38.0  \n",
+       "237991  N39475    1244    EWR  SJU     190.0      1608  21.0    47.0  \n",
+       "237992  N632JB     677    JFK  LAX     353.0      2475  21.0    47.0  \n",
+       "237994  N37267    1682    EWR  FLL     154.0      1065  21.0    49.0  \n",
+       "237995  N26549    4312    EWR  DCA      37.0       199  21.0    49.0  \n",
+       "237997  N17984    3829    EWR  JAX     122.0       820  21.0    53.0  \n",
+       "237998  N8936A    4191    JFK  PHL      25.0        94  21.0    54.0  \n",
+       "237999  N520JB      87    JFK  SLC     274.0      1990  21.0    54.0  \n",
+       "238001  N342NB    1091    JFK  SAT     218.0      1587  21.0    58.0  \n",
+       "238003  N967UW    2144    LGA  BOS      39.0       184  22.0     2.0  \n",
+       "238005  N16151    4204    EWR  OKC     203.0      1325  22.0     3.0  \n",
+       "238006  N608JB    1069    JFK  AUS     250.0      1521  22.0     4.0  \n",
+       "238008  N514AA     345    LGA  ORD     127.0       733  22.0     7.0  \n",
+       "238009  N339JB     115    JFK  MSY     165.0      1182  22.0    13.0  \n",
+       "238010  N908XJ    3397    JFK  RDU      70.0       427  22.0    14.0  \n",
+       "238011  N760EV    4969    LGA  MHT      33.0       195  22.0    15.0  \n",
+       "238012  N708EV    5048    LGA  RIC      55.0       292  22.0    15.0  \n",
+       "238013  N78285    1224    EWR  LAX     333.0      2454  22.0    16.0  \n",
+       "238014  N12135    4368    EWR  DAY      78.0       533  22.0    22.0  \n",
+       "238015  N535MQ    3604    EWR  ORD     114.0       719  22.0    24.0  \n",
+       "238016  N12567    4141    EWR  DCA      35.0       199  22.0    24.0  \n",
+       "238017  N229JB     619    JFK  JAX     118.0       828  22.0    25.0  \n",
+       "238018  N3DPAA     791    LGA  DFW     204.0      1389  22.0    29.0  \n",
+       "238019  N13908    4300    EWR  RIC      57.0       277  22.0    29.0  \n",
+       "238021  N12563    4695    EWR  MHT      38.0       209  22.0    32.0  \n",
+       "238022  N717JL     485    LGA  CAK      64.0       397  22.0    35.0  \n",
+       "238023  N279JB      10    JFK  BUF      59.0       301  22.0    36.0  \n",
+       "238024  N746UW    2191    LGA  DCA      43.0       214  22.0    42.0  \n",
+       "238025  N3APAA    1709    LGA  MIA     144.0      1096  22.0    43.0  \n",
+       "238026  N19554    4276    EWR  BDL      23.0       116  22.0    49.0  \n",
+       "238027  N584JB     509    EWR  FLL     139.0      1065  22.0    53.0  \n",
+       "238028  N598JB      43    JFK  MCO     131.0       944  22.0    56.0  \n",
+       "238029  N425UA     430    EWR  IAH     194.0      1400  22.0    59.0  \n",
+       "238030  N14543    4700    EWR  CLT      84.0       529  23.0     2.0  \n",
+       "238031  N21154    3832    EWR  RIC      54.0       277  23.0     4.0  \n",
+       "238032  N190JB    1109    JFK  RDU      68.0       427  23.0     6.0  \n",
+       "238035  N921XJ    3433    JFK  CVG      95.0       589  23.0    23.0  \n",
+       "238036  N613JB     381    LGA  FLL     140.0      1076  23.0    30.0  \n",
+       "238038  N659JB     391    LGA  MCO     122.0       950  23.0    34.0  \n",
+       "238039  N852MQ    3621    JFK  DCA      49.0       213  23.0    35.0  \n",
+       "238040  N806JB     631    JFK  LAX     335.0      2475  23.0    37.0  \n",
+       "238041  N605QX    5258    LGA  MHT      32.0       195  23.0    37.0  \n",
+       "238042  N503MQ    3660    LGA  BNA     114.0       764  23.0    38.0  \n",
+       "238043  N249JB      22    JFK  SYR      42.0       209  23.0    46.0  \n",
+       "238045  N14180    4397    EWR  MCI     161.0      1092  23.0    56.0  \n",
+       "238048  N346NB     985    JFK  BOS      37.0       187  24.0     0.0  \n",
+       "238060  N246LV     579    LGA  MDW     112.0       725   0.0     8.0  \n",
+       "238061  N506JB     383    LGA  FLL     157.0      1076   0.0    16.0  \n",
+       "238062  N14907    4276    EWR  BDL      23.0       116   0.0    20.0  \n",
+       "238063  N751EV    5254    LGA  DSM     147.0      1031   0.0    32.0  \n",
+       "238065  N750EV    5048    LGA  RIC      49.0       292   0.0    40.0  \n",
+       "238066  N605JB     399    LGA  MCO     139.0       950   0.0    43.0  \n",
+       "238067  N274JB      10    JFK  BUF      52.0       301   0.0    51.0  \n",
+       "238068  N292JB     112    JFK  BUF      52.0       301   1.0    50.0  \n",
+       "238069  N279JB     608    JFK  PWM      39.0       273   1.0    55.0  \n",
+       "238276  N901XJ    3353    JFK  DTW      88.0       509   8.0    49.0  \n",
+       "238297  N354NB    2457    LGA  MSY     162.0      1183   9.0     1.0  \n",
+       "238316  N78448    1686    EWR  BOS      36.0       200   9.0    25.0  \n",
+       "238324  N3FDAA    1757    JFK  TPA     139.0      1005   9.0    29.0  \n",
+       "238366  N196UW    1831    JFK  CLT      93.0       541  10.0    17.0  \n",
+       "238367  N249JB    1204    JFK  BUF      58.0       301  10.0    18.0  \n",
+       "238392  N760EV    5109    LGA  CHS      92.0       641  10.0    48.0  \n",
+       "238457  N505MQ    3689    LGA  DTW      85.0       502  12.0    21.0  \n",
+       "238469  N720MQ    3281    LGA  CMH      76.0       479  12.0    40.0  \n",
+       "238496  N351JB    1303    JFK  IAD      73.0       228  13.0     2.0  \n",
+       "238502  N379DA    2303    LGA  PBI     163.0      1035  13.0    17.0  \n",
+       "238511  N474UA     255    LGA  ORD     121.0       733  13.0    29.0  \n",
+       "238519  N14228    1164    EWR  FLL     169.0      1065  13.0    40.0  \n",
+       "238529  N73299    1037    EWR  BOS      44.0       200  13.0    54.0  \n",
+       "238532  N13969    4118    EWR  DTW      89.0       488  13.0    59.0  \n",
+       "238534  N821UA     530    LGA  ORD     117.0       733  14.0     0.0  \n",
+       "238536  N13138    1186    EWR  MIA     155.0      1085  14.0     4.0  \n",
+       "238541  N12175    6054    EWR  IAD      48.0       212  14.0    15.0  \n",
+       "238600  N4XEAA     331    LGA  ORD     116.0       733  15.0    32.0  \n",
+       "238606  N503MQ    3669    LGA  ATL     120.0       762  15.0    40.0  \n",
+       "238615  N3CSAA     759    LGA  DFW     209.0      1389  15.0    48.0  \n",
+       "238618  N13914    5797    EWR  RIC      60.0       277  15.0    50.0  \n",
+       "238630  N16732    1166    EWR  IAH     231.0      1400  16.0     2.0  \n",
+       "238634  N360NB    1164    JFK  BOS      64.0       187  16.0     7.0  \n",
+       "238636  N605JB     431    LGA  SRQ     167.0      1047  16.0    10.0  \n",
+       "238640  N241WN     427    LGA  MDW     114.0       725  16.0    14.0  \n",
+       "238644  N903DE    2181    LGA  MCO     137.0       950  16.0    18.0  \n",
+       "238647  N559JB     377    LGA  FLL     158.0      1076  16.0    24.0  \n",
+       "238651  N342NB     127    JFK  DTW      87.0       509  16.0    29.0  \n",
+       "238652  N568UA     745    LGA  DEN     219.0      1620  16.0    32.0  \n",
+       "238657  N16961    4111    EWR  CHS     122.0       628  16.0    36.0  \n",
+       "238663  N663DN    2247    LGA  ATL     111.0       762  16.0    43.0  \n",
+       "238676  N445WN     262    EWR  DEN     226.0      1605  17.0     4.0  \n",
+       "238678  N465UA     488    EWR  MCO     127.0       937  17.0     6.0  \n",
+       "238682  N902DE    1373    JFK  MIA     155.0      1089  17.0    10.0  \n",
+       "238684  N605LR    3392    JFK  RDU      86.0       427  17.0    13.0  \n",
+       "238685  N901XJ    3540    JFK  MSP     151.0      1029  17.0    14.0  \n",
+       "238686  N680DA     451    LGA  ATL     108.0       762  17.0    14.0  \n",
+       "238689  N746UW    2181    LGA  DCA      45.0       214  17.0    17.0  \n",
+       "238699  N163US    1113    LGA  CLT     109.0       544  17.0    27.0  \n",
+       "238709  N919WN     493    LGA  STL     136.0       888  17.0    38.0  \n",
+       "238712  N903XJ    3523    JFK  ORD     123.0       740  17.0    40.0  \n",
+       "238717  N720MQ    3416    LGA  RDU      75.0       431  17.0    45.0  \n",
+       "238720  N183DN     843    JFK  ATL     107.0       760  17.0    48.0  \n",
+       "238722  N751EV    5599    LGA  CHS     106.0       641  17.0    49.0  \n",
+       "238723  N3733Z     706    JFK  AUS     211.0      1521  17.0    51.0  \n",
+       "238726  N3746H    1394    JFK  PDX     318.0      2454  17.0    55.0  \n",
+       "238728  N649MQ    2949    JFK  BNA     119.0       765  17.0    58.0  \n",
+       "238730  N3FDAA    1751    JFK  TPA     144.0      1005  18.0     0.0  \n",
+       "238732  N703UW    2183    LGA  DCA      49.0       214  18.0     2.0  \n",
+       "238736  N724EV    5432    LGA  BNA     113.0       764  18.0     6.0  \n",
+       "238738  N505MQ    3357    LGA  ATL     109.0       762  18.0     9.0  \n",
+       "238740  N952DL    1619    LGA  MSP     146.0      1020  18.0     9.0  \n",
+       "238743  N584JB     703    JFK  SJU     191.0      1598  18.0    18.0  \n",
+       "238744  N190UW    1531    LGA  CLT      85.0       544  18.0    19.0  \n",
+       "238753  N320US    1499    LGA  ATL     116.0       762  18.0    33.0  \n",
+       "238754  N634VA     413    JFK  LAX     342.0      2475  18.0    38.0  \n",
+       "238755  N12552    5678    EWR  CVG      96.0       569  18.0    40.0  \n",
+       "238756  N825AS    5713    LGA  IAD      51.0       229  18.0    40.0  \n",
+       "238757  N13956    4382    EWR  DTW      92.0       488  18.0    41.0  \n",
+       "238758  N784SW     345    LGA  DEN     228.0      1620  18.0    42.0  \n",
+       "238759  N36447    1163    EWR  LAS     303.0      2227  18.0    43.0  \n",
+       "238760  N11565    4532    EWR  CHS     102.0       628  18.0    44.0  \n",
+       "238761  N399DA    1753    JFK  MCO     131.0       944  18.0    49.0  \n",
+       "238762  N16911    4100    EWR  MEM     154.0       946  18.0    49.0  \n",
+       "238764  N352NW     479    EWR  SLC     264.0      1969  18.0    51.0  \n",
+       "238770  N73299    1712    EWR  IAH     209.0      1400  18.0    59.0  \n",
+       "238771  N8972E    3788    JFK  PHL      34.0        94  19.0     0.0  \n",
+       "238772  N3EDAA     785    LGA  DFW     188.0      1389  19.0     2.0  \n",
+       "238773  N524MQ    3526    LGA  CMH      74.0       479  19.0     3.0  \n",
+       "238774  N810UA     691    LGA  ORD     119.0       733  19.0     3.0  \n",
+       "238775  N3DGAA     763    LGA  DFW     201.0      1389  19.0     3.0  \n",
+       "238776  N789JB     359    JFK  BUR     338.0      2465  19.0     4.0  \n",
+       "238780  N444UA     646    EWR  BOS      42.0       200  19.0     8.0  \n",
+       "238782  N435AA     773    LGA  DFW     194.0      1389  19.0     8.0  \n",
+       "238783  N653JB     369    LGA  PBI     167.0      1035  19.0     9.0  \n",
+       "238784  N309JB    1012    JFK  BOS      38.0       187  19.0    11.0  \n",
+       "238785  N366NW    1935    LGA  TPA     144.0      1010  19.0    11.0  \n",
+       "238787  N748EV    5148    EWR  ATL     107.0       746  19.0    14.0  \n",
+       "238790  N79402    1151    EWR  SEA     329.0      2402  19.0    17.0  \n",
+       "238793  N359NW     884    LGA  DEN     220.0      1620  19.0    24.0  \n",
+       "238794  N944DL    2331    LGA  DTW      83.0       502  19.0    24.0  \n",
+       "238798  N679DA      61    LGA  ATL     114.0       762  19.0    25.0  \n",
+       "238800  N741UW    1899    LGA  CLT      83.0       544  19.0    29.0  \n",
+       "238801  N941DL      83    JFK  MIA     159.0      1089  19.0    29.0  \n",
+       "238804  N12567    4431    EWR  SAV     111.0       708  19.0    32.0  \n",
+       "238805  N330AT     771    LGA  ATL     112.0       762  19.0    32.0  \n",
+       "238807  N3740C      73    JFK  ATL     107.0       760  19.0    34.0  \n",
+       "238809  N536JB     391    LGA  MCO     143.0       950  19.0    35.0  \n",
+       "238810  N750EV    4978    LGA  CLT      82.0       544  19.0    35.0  \n",
+       "238812  N679AW     681    EWR  PHX     303.0      2133  19.0    38.0  \n",
+       "238813  N12216    1401    EWR  MIA     164.0      1085  19.0    39.0  \n",
+       "238815  N975DL    1585    LGA  MCO     131.0       950  19.0    40.0  \n",
+       "238816  N360NW    2019    LGA  MSP     150.0      1020  19.0    41.0  \n",
+       "238819  N17229    1637    EWR  TPA     148.0       997  19.0    48.0  \n",
+       "238820  N14543    4322    EWR  ROC      44.0       246  19.0    49.0  \n",
+       "238821  N3GCAA     779    LGA  MIA     164.0      1096  19.0    51.0  \n",
+       "238822  N480UA     589    EWR  SNA     326.0      2434  19.0    54.0  \n",
+       "238828  N11155    4225    EWR  MSP     149.0      1008  19.0    59.0  \n",
+       "238830  N3750D    2007    JFK  PDX     321.0      2454  20.0     7.0  \n",
+       "238832  N413AS       7    EWR  SEA     313.0      2402  20.0     9.0  \n",
+       "238833  N945UW    2140    LGA  BOS      35.0       184  20.0    10.0  \n",
+       "238835  N33262    1269    EWR  PBI     160.0      1023  20.0    14.0  \n",
+       "238836  N953AT     778    LGA  ATL     111.0       762  20.0    14.0  \n",
+       "238837  N639JB     509    EWR  FLL     150.0      1065  20.0    15.0  \n",
+       "238840  N523UW      17    JFK  PHX     277.0      2153  20.0    18.0  \n",
+       "238841  N14573    3839    EWR  BUF      46.0       282  20.0    18.0  \n",
+       "238842  N527VA     169    EWR  LAX     343.0      2454  20.0    19.0  \n",
+       "238844  N925FJ    2751    LGA  CLT      81.0       544  20.0    20.0  \n",
+       "238846  N3HUAA    1999    EWR  MIA     162.0      1085  20.0    21.0  \n",
+       "238847  N760JB     527    EWR  MCO     136.0       937  20.0    24.0  \n",
+       "238848  N920XJ    3310    JFK  MCI     168.0      1113  20.0    25.0  \n",
+       "238850  N308DE    1942    EWR  ATL     109.0       746  20.0    27.0  \n",
+       "238852  N796JB      87    JFK  SLC     270.0      1990  20.0    30.0  \n",
+       "238855  N566JB     111    JFK  FLL     139.0      1069  20.0    32.0  \n",
+       "238857  N3743H     971    JFK  DEN     223.0      1626  20.0    33.0  \n",
+       "238859  N437WN      19    EWR  STL     130.0       872  20.0    34.0  \n",
+       "238862  N29906    4191    EWR  BNA     115.0       748  20.0    38.0  \n",
+       "238865  N14242    1165    EWR  LAX     340.0      2454  20.0    40.0  \n",
+       "238866  N8847A    4059    LGA  DAY      90.0       549  20.0    40.0  \n",
+       "238867  N912WN     625    EWR  MDW     111.0       711  20.0    42.0  \n",
+       "238868  N533UA     212    EWR  SFO     363.0      2565  20.0    44.0  \n",
+       "238869  N34460    1666    EWR  SFO     375.0      2565  20.0    47.0  \n",
+       "238873  N21130    4397    EWR  MCI     165.0      1092  20.0    57.0  \n",
+       "238875  N503AA     363    LGA  ORD     116.0       733  21.0     0.0  \n",
+       "238877  N477AA    2019    LGA  STL     137.0       888  21.0     2.0  \n",
+       "238879  N507MQ    3674    LGA  CLE      66.0       419  21.0     5.0  \n",
+       "238881  N291WN    2603    LGA  BNA     118.0       764  21.0     6.0  \n",
+       "238882  N935WN    1454    EWR  MSY     170.0      1167  21.0     7.0  \n",
+       "238884  N416UA     695    LGA  ORD     112.0       733  21.0    11.0  \n",
+       "238885  N3HGAA     791    LGA  DFW     201.0      1389  21.0    11.0  \n",
+       "238887  N14558    4131    EWR  RIC      53.0       277  21.0    12.0  \n",
+       "238888  N3BDAA     361    LGA  ORD     113.0       733  21.0    14.0  \n",
+       "238889  N351JB    1307    JFK  IAD      47.0       228  21.0    15.0  \n",
+       "238891  N527MQ    3535    JFK  CMH      70.0       483  21.0    18.0  \n",
+       "238893  N709EV    5268    LGA  CLT      81.0       544  21.0    18.0  \n",
+       "238894  N467AA     359    LGA  ORD     112.0       733  21.0    19.0  \n",
+       "238895  N956DL     975    LGA  PIT      57.0       335  21.0    20.0  \n",
+       "238897  N292JB     130    JFK  BUF      58.0       301  21.0    22.0  \n",
+       "238900  N566UA     649    EWR  MCO     133.0       937  21.0    27.0  \n",
+       "238902  N746UW    2189    LGA  DCA      48.0       214  21.0    28.0  \n",
+       "238903  N447UA     675    EWR  SEA     314.0      2402  21.0    29.0  \n",
+       "238906  N193UW    1491    LGA  CLT      85.0       544  21.0    32.0  \n",
+       "238907  N19554    4224    EWR  MKE     121.0       725  21.0    34.0  \n",
+       "238908  N922XJ    3395    JFK  DCA      40.0       213  21.0    37.0  \n",
+       "238910  N615QX    5092    EWR  ATL     102.0       746  21.0    39.0  \n",
+       "238911  N274JB     618    JFK  PWM      46.0       273  21.0    41.0  \n",
+       "238912  N909DL     847    LGA  ATL     112.0       762  21.0    42.0  \n",
+       "238914  N279JB    1111    JFK  RDU      72.0       427  21.0    45.0  \n",
+       "238916  N14231    1439    EWR  LAX     343.0      2454  21.0    46.0  \n",
+       "238917  N360NB    1091    JFK  SAT     222.0      1587  21.0    49.0  \n",
+       "238918  N431UA     332    EWR  SEA     314.0      2402  21.0    50.0  \n",
+       "238919  N37413    1667    EWR  LAS     324.0      2227  21.0    51.0  \n",
+       "238920  N782SA    1271    EWR  MDW     106.0       711  21.0    51.0  \n",
+       "238921  N14179    4204    EWR  OKC     193.0      1325  21.0    51.0  \n",
+       "238922  N8969A    4033    LGA  TYS      98.0       647  21.0    53.0  \n",
+       "238923  N13989    4536    EWR  CVG      97.0       569  21.0    57.0  \n",
+       "238924  N353JB     115    JFK  MSY     164.0      1182  21.0    59.0  \n",
+       "238925  N354JB     917    JFK  ORD     115.0       740  21.0    59.0  \n",
+       "238926  N691CA    5550    EWR  DTW       NaN       488  22.0     0.0  \n",
+       "238927  N249JB    1016    JFK  BOS      33.0       187  22.0     7.0  \n",
+       "238928  N627VA     415    JFK  LAX     343.0      2475  22.0     8.0  \n",
+       "238929  N18557    3829    EWR  JAX     123.0       820  22.0     8.0  \n",
+       "238931  N15910    3812    EWR  SDF     111.0       642  22.0    13.0  \n",
+       "238932  N928XJ    3433    JFK  CVG     102.0       589  22.0    15.0  \n",
+       "238933  N553UA     493    EWR  DEN     221.0      1605  22.0    18.0  \n",
+       "238935  N703UW    2191    LGA  DCA      39.0       214  22.0    20.0  \n",
+       "238936  N14950    3832    EWR  RIC      58.0       277  22.0    24.0  \n",
+       "238937  N53441    1680    EWR  MIA     170.0      1085  22.0    31.0  \n",
+       "238938  N8982A    3615    JFK  IND     105.0       665  22.0    33.0  \n",
+       "238940  N12135    4543    EWR  DSM     145.0      1017  22.0    33.0  \n",
+       "238941  N14105    4085    EWR  OMA     162.0      1134  22.0    34.0  \n",
+       "238942  N16961    4361    EWR  TYS      98.0       631  22.0    37.0  \n",
+       "238943  N562UW    1973    EWR  CLT      76.0       529  22.0    39.0  \n",
+       "238944  N635JB     381    LGA  FLL     171.0      1076  22.0    42.0  \n",
+       "238946  N379DA    1485    LGA  MCO     138.0       950  22.0    43.0  \n",
+       "238947  N14972    4480    EWR  CLT      84.0       529  22.0    43.0  \n",
+       "238948  N316NB    2042    EWR  ATL     108.0       746  22.0    44.0  \n",
+       "238950  N958AT     485    LGA  CAK      63.0       397  22.0    54.0  \n",
+       "238952  N692DL     947    LGA  ATL     112.0       762  23.0     2.0  \n",
+       "238953  N48901    4580    EWR  BTV      47.0       266  23.0     6.0  \n",
+       "238954  N523MQ    3604    EWR  ORD     102.0       719  23.0     7.0  \n",
+       "238956  N712JB    1069    JFK  AUS     210.0      1521  23.0    11.0  \n",
+       "238957  N27962    4141    EWR  DCA      37.0       199  23.0    13.0  \n",
+       "238958  N348JB     619    JFK  JAX     120.0       828  23.0    15.0  \n",
+       "238959  N807JB      43    JFK  MCO     137.0       944  23.0    15.0  \n",
+       "238961  N76508    1116    EWR  BOS      33.0       200  23.0    19.0  \n",
+       "238963  N490AA    1691    EWR  DFW     198.0      1372  23.0    26.0  \n",
+       "238964  N16546    4672    EWR  STL     137.0       872  23.0    30.0  \n",
+       "238965  N634JB     155    JFK  MCO     132.0       944  23.0    34.0  \n",
+       "238966  N724EV    5258    LGA  MHT      32.0       195  23.0    39.0  \n",
+       "238967  N14228    1532    EWR  SFO     350.0      2565  23.0    44.0  \n",
+       "238968  N339JB      22    JFK  SYR      41.0       209  23.0    47.0  \n",
+       "238969  N328NB     926    EWR  ATL     106.0       746  23.0    47.0  \n",
+       "238970  N12552    4695    EWR  MHT      34.0       209  23.0    47.0  \n",
+       "238972  N972DL    1147    LGA  ATL     105.0       762  23.0    58.0  \n",
+       "239153  N330AT     345    LGA  ATL     118.0       762   7.0    13.0  \n",
+       "239276  N3FCAA    1949    JFK  LAS     303.0      2248   8.0    59.0  \n",
+       "239322  N4YSAA     313    LGA  ORD     111.0       733   9.0    55.0  \n",
+       "239336  N162UW    1831    JFK  CLT     102.0       541  10.0     9.0  \n",
+       "239346  N635VA     161    EWR  LAX     324.0      2454  10.0    17.0  \n",
+       "239401  N506MQ    3689    LGA  DTW      76.0       502  11.0    35.0  \n",
+       "239406  N461UA     244    EWR  LAS     293.0      2227  11.0    43.0  \n",
+       "239429  N750UW    2171    LGA  DCA      43.0       214  12.0     2.0  \n",
+       "239433  N5DSAA     179    JFK  SFO     348.0      2586  12.0     7.0  \n",
+       "239475  N721TW     863    JFK  LAX     323.0      2475  13.0    10.0  \n",
+       "239481  N717EV    5545    EWR  DTW      76.0       488  13.0    17.0  \n",
+       "239486  N544MQ    3658    LGA  ATL     117.0       762  13.0    22.0  \n",
+       "239526  N57111    1505    EWR  MCO     142.0       937  14.0     7.0  \n",
+       "239527  N8646A    3608    JFK  PHL      41.0        94  14.0     8.0  \n",
+       "239531  N640VA     165    EWR  LAX     321.0      2454  14.0    22.0  \n",
+       "239591  N937AT     349    LGA  ATL     115.0       762  15.0    12.0  \n",
+       "239625  N503MQ    3669    LGA  ATL     117.0       762  15.0    38.0  \n",
+       "239657  N810UA     330    EWR  DFW     179.0      1372  16.0     4.0  \n",
+       "239670  N750UW    2179    LGA  DCA      43.0       214  16.0    13.0  \n",
+       "239688  N8972E    3719    JFK  BWI      34.0       184  16.0    34.0  \n",
+       "239743  N503UA     996    EWR  SFO     336.0      2565  17.0    21.0  \n",
+       "239772  N593AA    2223    LGA  STL     124.0       888  17.0    37.0  \n",
+       "239798  N714US    2183    LGA  DCA      41.0       214  18.0     6.0  \n",
+       "239803  N694DL     141    JFK  SFO     356.0      2586  18.0    13.0  \n",
+       "239827  N836AS    5712    JFK  IAD      44.0       228  18.0    29.0  \n",
+       "239850  N13989    5818    EWR  MEM     134.0       946  19.0     1.0  \n",
+       "239867  N507MQ    3301    LGA  RDU      70.0       431  19.0    19.0  \n",
+       "239870  N848UA     679    EWR  BOS      36.0       200  19.0    21.0  \n",
+       "239899  N812UA     329    EWR  SNA     298.0      2434  19.0    45.0  \n",
+       "239920  N783SW    1454    EWR  MSY     160.0      1167  20.0     7.0  \n",
+       "239921  N722TW    1465    JFK  SFO     337.0      2586  20.0     7.0  \n",
+       "239923  N505MQ    3349    LGA  MSP     142.0      1020  20.0     9.0  \n",
+       "239929  N934XJ    3525    JFK  ORD     110.0       740  20.0    18.0  \n",
+       "239931  N750UW    2187    LGA  DCA      43.0       214  20.0    21.0  \n",
+       "239932  N727TW    1643    JFK  SEA     319.0      2422  20.0    21.0  \n",
+       "239957  N524MQ    3535    JFK  CMH      79.0       483  20.0    51.0  \n",
+       "239972  N579UA     755    EWR  LAX     304.0      2454  21.0    11.0  \n",
+       "239978  N431UA     695    LGA  ORD     106.0       733  21.0    23.0  \n",
+       "239993  N76519    1680    EWR  MIA     159.0      1085  21.0    49.0  \n",
+       "239996  N8944B    4033    LGA  TYS      89.0       647  21.0    55.0  \n",
+       "239997  N724EV    5048    LGA  RIC      62.0       292  21.0    58.0  \n",
+       "239999  N11206    1259    LGA  IAH     186.0      1416  22.0     6.0  \n",
+       "240001  N920XJ    3395    JFK  DCA      39.0       213  22.0    12.0  \n",
+       "240011  N562UA     730    EWR  DEN     208.0      1605  22.0    44.0  \n",
+       "240013   N3759     245    JFK  PHX     273.0      2153  23.0    22.0  \n",
+       "240014  N763JB     383    LGA  FLL       NaN      1076  23.0    42.0  \n",
+       "240027  N625JB    1183    JFK  MCO     118.0       944   0.0    22.0  \n",
+       "240145  N518MQ    3267    EWR  ORD     113.0       719   7.0    22.0  \n",
+       "240258  N710TW    1771    JFK  SEA     304.0      2422   8.0    55.0  \n",
+       "240284  N601LR    3538    JFK  MSP     146.0      1029   9.0    19.0  \n",
+       "240333  N335AA       1    JFK  LAX     304.0      2475  10.0    17.0  \n",
+       "240486  N24212    1037    EWR  BOS      37.0       200  13.0    28.0  \n",
+       "240558  N204FR     507    LGA  DEN     208.0      1620  14.0    51.0  \n",
+       "240617  N605JB     703    JFK  SJU     198.0      1598  15.0    38.0  \n",
+       "240654  N33209    1242    EWR  FLL     152.0      1065  16.0     3.0  \n",
+       "240694  N41135    1600    EWR  LAX     304.0      2454  16.0    43.0  \n",
+       "240697  N351AA      85    JFK  SFO     333.0      2586  16.0    45.0  \n",
+       "240724  N14162    4328    EWR  MSY     159.0      1167  17.0     4.0  \n",
+       "240754  N13992    5818    EWR  MEM     135.0       946  17.0    32.0  \n",
+       "240830  N5CGAA     221    JFK  MIA     141.0      1089  18.0    38.0  \n",
+       "240846  N758SW      19    EWR  STL     123.0       872  18.0    55.0  \n",
+       "240890  N431UA     234    EWR  DFW     168.0      1372  19.0    37.0  \n",
+       "240922  N218WN    1454    EWR  MSY     158.0      1167  20.0     7.0  \n",
+       "240929  N903XJ    3476    JFK  DTW      80.0       509  20.0    20.0  \n",
+       "240947  N724EV    5038    LGA  BHM     117.0       866  20.0    41.0  \n",
+       "240971  N563JB     105    JFK  ORD     112.0       740  21.0     8.0  \n",
+       "240989  N639JB     161    JFK  SMF     319.0      2521  21.0    30.0  \n",
+       "240998  N503JB    1295    JFK  AUS     193.0      1521  21.0    46.0  \n",
+       "241003  N916DE    1147    LGA  ATL     107.0       762  22.0    29.0  \n",
+       "241011  N14960    4368    EWR  DAY      80.0       533  22.0    44.0  \n",
+       "241014  N374DA     347    JFK  SJU     195.0      1598  23.0    30.0  \n",
+       "241022  N509UA     485    EWR  DEN     190.0      1605   0.0    15.0  \n",
+       "241181  N22971    4533    EWR  BUF      48.0       282   7.0    54.0  \n",
+       "241195  N16954    4241    EWR  DCA      40.0       199   8.0     5.0  \n",
+       "241200  N579JB       3    JFK  SJU     195.0      1598   8.0    10.0  \n",
+       "241333  N712JB     189    JFK  SAN     304.0      2446  10.0    26.0  \n",
+       "241348  N190JB     586    JFK  ROC      52.0       264  10.0    40.0  \n",
+       "241365  N848VA     251    JFK  LAS     295.0      2248  10.0    59.0  \n",
+       "241441  N422UA     560    LGA  IAH     174.0      1416  12.0    43.0  \n",
+       "241492  N917XJ    3319    JFK  BUF      50.0       301  13.0    44.0  \n",
+       "241499  N294WN     226    EWR  DEN     209.0      1605  13.0    54.0  \n",
+       "241530  N478UA     636    LGA  IAH     174.0      1416  14.0    32.0  \n",
+       "241592  N113UW    1145    EWR  CLT      89.0       529  15.0    18.0  \n",
+       "241597  N326NB     401    EWR  ATL     100.0       746  15.0    22.0  \n",
+       "241617  N537MQ    3678    EWR  ORD     105.0       719  15.0    42.0  \n",
+       "241661  N14230    1491    LGA  ORD     110.0       733  16.0    23.0  \n",
+       "241671  N34455    1618    EWR  TPA     160.0       997  16.0    30.0  \n",
+       "241682  N809JB     505    EWR  FLL     150.0      1065  16.0    42.0  \n",
+       "241703  N16732    1542    LGA  CLE      58.0       419  16.0    59.0  \n",
+       "241716  N224WN     493    LGA  STL     121.0       888  17.0    10.0  \n",
+       "241723  N183JB    1105    JFK  ORD     108.0       740  17.0    17.0  \n",
+       "241748  N565UA     996    EWR  SFO     327.0      2565  17.0    37.0  \n",
+       "241760  N696MQ    2949    JFK  BNA      99.0       765  17.0    50.0  \n",
+       "241764  N513MJ    3771    LGA  IAD      44.0       229  17.0    51.0  \n",
+       "241777  N37420    1284    EWR  SFO     336.0      2565  18.0     6.0  \n",
+       "241798  N913XJ    3400    JFK  MKE     101.0       745  18.0    25.0  \n",
+       "241810  N453WN     580    EWR  HOU     196.0      1411  18.0    35.0  \n",
+       "241815  N28457    1266    EWR  LAX     309.0      2454  18.0    44.0  \n",
+       "241816  N796SW      40    LGA  HOU     182.0      1428  18.0    45.0  \n",
+       "241818  N3HSAA     145    JFK  SAN     311.0      2446  18.0    49.0  \n",
+       "241820  N408UA     689    LGA  ORD     101.0       733  18.0    50.0  \n",
+       "241825  N495UA     516    LGA  IAH     176.0      1416  18.0    52.0  \n",
+       "241829  N3ETAA    1711    JFK  ORD     114.0       740  18.0    55.0  \n",
+       "241838  N331NW    1321    EWR  MSP     180.0      1008  19.0     6.0  \n",
+       "241847  N842UA     691    LGA  ORD     105.0       733  19.0    17.0  \n",
+       "241854  N15710    1053    EWR  CLE      58.0       404  19.0    23.0  \n",
+       "241858  N76522    1061    EWR  DFW     167.0      1372  19.0    25.0  \n",
+       "241879  N5FTAA     221    JFK  MIA     144.0      1089  19.0    45.0  \n",
+       "241897  N914XJ    3476    JFK  DTW      80.0       509  20.0     2.0  \n",
+       "241900  N14953    5678    EWR  CVG      82.0       569  20.0     5.0  \n",
+       "241905  N13955    4131    EWR  RIC      54.0       277  20.0     7.0  \n",
+       "241908  N435UA     693    LGA  ORD     101.0       733  20.0    17.0  \n",
+       "241910  N3733Z     971    JFK  DEN     210.0      1626  20.0    20.0  \n",
+       "241931  N600LR    3341    JFK  DTW      81.0       509  20.0    40.0  \n",
+       "241947  N12238    1439    EWR  LAX     308.0      2454  20.0    56.0  \n",
+       "241950  N13975    4480    EWR  CLT      78.0       529  20.0    58.0  \n",
+       "241953  N775JB     105    JFK  ORD     114.0       740  21.0     8.0  \n",
+       "241956  N937XJ    3385    JFK  BOS      40.0       187  21.0    12.0  \n",
+       "241961  N4YFAA     359    LGA  ORD     109.0       733  21.0    21.0  \n",
+       "241969  N920XJ    3285    JFK  MSY     150.0      1182  21.0    30.0  \n",
+       "241970  N76517    1116    EWR  SFO     334.0      2565  21.0    31.0  \n",
+       "241971  N985DL    1585    LGA  MCO     126.0       950  21.0    31.0  \n",
+       "241979  N23708    1259    LGA  IAH     177.0      1416  21.0    36.0  \n",
+       "241990  N11165    4333    EWR  TUL     155.0      1215  22.0     6.0  \n",
+       "241992  N454AA     371    LGA  ORD     108.0       733  22.0     8.0  \n",
+       "241994  N11176    4191    EWR  BNA      94.0       748  22.0    25.0  \n",
+       "241995  N14148    3812    EWR  SDF      91.0       642  22.0    30.0  \n",
+       "241996  N514UA     212    EWR  SFO     311.0      2565  22.0    34.0  \n",
+       "242004  N537MQ    3604    EWR  ORD     105.0       719  22.0    59.0  \n",
+       "242005  N662JB    1183    JFK  MCO     121.0       944  23.0     8.0  \n",
+       "242006  N477UA     407    EWR  IAH     170.0      1400  23.0    17.0  \n",
+       "242007  N13970    4536    EWR  CVG      78.0       569  23.0    44.0  \n",
+       "242015  N520JB     915    JFK  SFO     322.0      2586   1.0    35.0  \n",
+       "242016  N547JB     745    JFK  PSE     200.0      1617   2.0     0.0  \n",
+       "242128  N153UW    1013    EWR  CLT      78.0       529   7.0    43.0  \n",
+       "242129  N12900    4179    EWR  BOS      40.0       200   7.0    43.0  \n",
+       "242161  N12957    5819    EWR  MHT      39.0       209   8.0    11.0  \n",
+       "242170  N639SW    1130    EWR  STL     112.0       872   8.0    18.0  \n",
+       "242171  N522UA     331    LGA  ORD     103.0       733   8.0    20.0  \n",
+       "242241  N14153    5965    EWR  AVL      81.0       583   9.0    35.0  \n",
+       "242257  N662DN    1429    JFK  LAS     280.0      2248   9.0    53.0  \n",
+       "242284  N527MQ    3709    EWR  ORD     101.0       719  10.0    32.0  \n",
+       "242321  N249JB     518    JFK  BOS      37.0       187  11.0    23.0  \n",
+       "242322  N12957    4322    EWR  CLE      59.0       404  11.0    25.0  \n",
+       "242329  N36472    1643    EWR  DEN     197.0      1605  11.0    40.0  \n",
+       "242400  N15910    5976    EWR  BTV      49.0       266  13.0    15.0  \n",
+       "242409  N633JB    1129    JFK  RSW     152.0      1074  13.0    30.0  \n",
+       "242414  N935XJ    3319    JFK  BUF      53.0       301  13.0    34.0  \n",
+       "242420  N206JB     316    JFK  SYR      48.0       209  13.0    47.0  \n",
+       "242422  N18120    5816    EWR  DAY      75.0       533  13.0    50.0  \n",
+       "242432  N238JB    1307    JFK  IAD      45.0       228  13.0    57.0  \n",
+       "242435  N14153    4328    EWR  MSY     148.0      1167  14.0     9.0  \n",
+       "242492  N985DL    1685    LGA  MCO     132.0       950  15.0     2.0  \n",
+       "242532  N373JB    1338    JFK  MVY      34.0       173  15.0    45.0  \n",
+       "242590  N731SA    1069    LGA  HOU     181.0      1428  16.0    53.0  \n",
+       "242612  N827UA     245    EWR  DEN     216.0      1605  17.0    15.0  \n",
+       "242628  N919XJ    3313    JFK  PIT      58.0       340  17.0    31.0  \n",
+       "242634  N12564    3833    EWR  GSO      68.0       445  17.0    37.0  \n",
+       "242638  N6EAMQ    3199    LGA  CLT      79.0       544  17.0    46.0  \n",
+       "242643  N319NB    2231    LGA  DTW      82.0       502  17.0    55.0  \n",
+       "242676  N18120    5827    EWR  BUF      46.0       282  18.0    31.0  \n",
+       "242689  N427SW    4528    EWR  DTW      88.0       488  18.0    46.0  \n",
+       "242709  N468UA     675    EWR  IAH     179.0      1400  19.0     5.0  \n",
+       "242740  N574UA     389    EWR  SFO     331.0      2565  19.0    43.0  \n",
+       "242745  N926XJ    3542    JFK  MSP     146.0      1029  19.0    49.0  \n",
+       "242766  N901XJ    3476    JFK  DTW      78.0       509  20.0    23.0  \n",
+       "242771  N915XJ    3385    JFK  BOS      42.0       187  20.0    37.0  \n",
+       "242777  N830MQ    3441    JFK  DCA      43.0       213  20.0    48.0  \n",
+       "242781  N57855    1266    EWR  LAX     291.0      2454  20.0    58.0  \n",
+       "242784  N14998    3805    EWR  TYS      90.0       631  21.0    10.0  \n",
+       "242801  N102UW    1531    LGA  CLT      79.0       544  21.0    41.0  \n",
+       "242810  N933XJ    3433    JFK  CVG      83.0       589  22.0    31.0  \n",
+       "242811  N805JB     523    JFK  LAX     310.0      2475  22.0    40.0  \n",
+       "242820  N763JB     611    JFK  LAS     277.0      2248  23.0    27.0  \n",
+       "242826  N562JB    1203    JFK  SJU     201.0      1598   0.0     7.0  \n",
+       "242827  N26215    1257    EWR  PBI     131.0      1023   0.0    17.0  \n",
+       "243103  N626VA     407    JFK  LAX     322.0      2475  10.0    56.0  \n",
+       "243132  N328AA     179    JFK  SFO     346.0      2586  11.0    39.0  \n",
+       "243134  N518UA     642    JFK  SFO     342.0      2586  11.0    41.0  \n",
+       "243147  N529VA     187    EWR  SFO     348.0      2565  11.0    55.0  \n",
+       "243164  N622VA      23    JFK  SFO     348.0      2586  12.0    13.0  \n",
+       "243182  N828AS    5711    JFK  IAD      44.0       228  12.0    45.0  \n",
+       "243232  N926XJ    3319    JFK  BUF      56.0       301  13.0    33.0  \n",
+       "243266  N14121    1054    EWR  LAX     314.0      2454  14.0    24.0  \n",
+       "243311  N203FR     507    LGA  DEN     262.0      1620  15.0     3.0  \n",
+       "243353  N376NW    1779    LGA  FLL     177.0      1076  15.0    40.0  \n",
+       "243358  N835AS    5713    LGA  IAD      43.0       229  15.0    50.0  \n",
+       "243396  N605LR    3318    JFK  BUF      51.0       301  16.0    20.0  \n",
+       "243407  N12563    4561    EWR  IAD      39.0       212  16.0    29.0  \n",
+       "243413  N520JB    2402    JFK  BUF      52.0       301  16.0    33.0  \n",
+       "243444  N195DN    2280    JFK  FLL     151.0      1069  17.0     1.0  \n",
+       "243458  N950UW    2179    LGA  DCA      67.0       214  17.0    21.0  \n",
+       "243507  N907WN    1795    LGA  MDW     113.0       725  18.0     6.0  \n",
+       "243532  N723MQ    3365    JFK  DCA      58.0       213  18.0    29.0  \n",
+       "243535  N705TW     141    JFK  SFO     332.0      2586  18.0    31.0  \n",
+       "243537  N4XNAA     345    LGA  ORD     117.0       733  18.0    32.0  \n",
+       "243538  N584JB    1729    JFK  RSW     151.0      1074  18.0    32.0  \n",
+       "243541  N554UA     580    JFK  SFO       NaN      2586  18.0    33.0  \n",
+       "243550  N589UA     512    JFK  SFO       NaN      2586  18.0    45.0  \n",
+       "243551  N552JB     803    JFK  SJU     197.0      1598  18.0    46.0  \n",
+       "243555  N3BPAA    1711    JFK  ORD     114.0       740  18.0    51.0  \n",
+       "243572  N149AT     771    LGA  ATL     113.0       762  19.0     4.0  \n",
+       "243574  N525UA     257    JFK  SFO     331.0      2586  19.0     7.0  \n",
+       "243576  N721TW    1543    JFK  SEA     321.0      2422  19.0     9.0  \n",
+       "243601  N384AA      85    JFK  SFO     337.0      2586  19.0    42.0  \n",
+       "243607  N587AA     359    LGA  ORD     108.0       733  19.0    47.0  \n",
+       "243622  N836VA      27    JFK  SFO     343.0      2586  20.0     4.0  \n",
+       "243625  N38446    1738    EWR  MIA     157.0      1085  20.0     7.0  \n",
+       "243631  N387DA      73    JFK  ATL     111.0       760  20.0    11.0  \n",
+       "243632  N505UA     389    JFK  SFO     358.0      2586  20.0    15.0  \n",
+       "243633  N794JB     415    JFK  SFO     334.0      2586  20.0    15.0  \n",
+       "243636  N506JB     711    JFK  LAS     299.0      2248  20.0    17.0  \n",
+       "243637  N706TW    1465    JFK  SFO     330.0      2586  20.0    17.0  \n",
+       "243657  N933XJ    3525    JFK  ORD     109.0       740  20.0    32.0  \n",
+       "243661  N927XJ    3285    JFK  MSY     151.0      1182  20.0    38.0  \n",
+       "243662  N319AA     177    JFK  SFO     332.0      2586  20.0    38.0  \n",
+       "243664  N364NW    2041    JFK  ATL     102.0       760  20.0    40.0  \n",
+       "243675  N336AA      21    JFK  LAX     326.0      2475  20.0    51.0  \n",
+       "243687  N722US    2189    LGA  DCA      44.0       214  21.0     8.0  \n",
+       "243689  N905DL    1435    LGA  TPA     138.0      1010  21.0    11.0  \n",
+       "243702  N553UA     255    EWR  ORD      94.0       719  21.0    34.0  \n",
+       "243704  N667DN     841    JFK  SFO     333.0      2586  21.0    35.0  \n",
+       "243707  N648JB     201    JFK  FLL     149.0      1069  21.0    41.0  \n",
+       "243715  N607JB    1295    JFK  AUS     196.0      1521  21.0    52.0  \n",
+       "243716  N5PBMQ    3535    JFK  CMH      70.0       483  21.0    55.0  \n",
+       "243718  N76265    1682    EWR  FLL     148.0      1065  21.0    59.0  \n",
+       "243719  N8475B    3615    JFK  IND      91.0       665  21.0    59.0  \n",
+       "243724  N402WN    1271    EWR  MDW      92.0       711  22.0    12.0  \n",
+       "243729  N637VA     193    EWR  SFO     331.0      2565  22.0    24.0  \n",
+       "243730   N3768    1629    JFK  LAS     288.0      2248  22.0    26.0  \n",
+       "243731  N552UA     226    EWR  MCO     117.0       937  22.0    37.0  \n",
+       "243735  N563JB     105    JFK  ORD      98.0       740  22.0    56.0  \n",
+       "243737  N565UA     453    EWR  IAH     175.0      1400  23.0     1.0  \n",
+       "243739  N3758Y    1729    JFK  LAS     277.0      2248  23.0     7.0  \n",
+       "243741  N593JB      97    JFK  DEN     216.0      1626  23.0    14.0  \n",
+       "243742  N539UA     388    EWR  ORD      93.0       719  23.0    17.0  \n",
+       "243743  N642VA      29    JFK  SFO     338.0      2586  23.0    18.0  \n",
+       "243745  N554JB     425    JFK  TPA     135.0      1005  23.0    54.0  \n",
+       "243749  N546AA     363    LGA  ORD     104.0       733   0.0     1.0  \n",
+       "243750  N708JB    1183    JFK  MCO     122.0       944   0.0     2.0  \n",
+       "243751  N478AA     371    LGA  ORD     101.0       733   0.0     4.0  \n",
+       "243752  N16178    4700    EWR  CLT      73.0       529   0.0     4.0  \n",
+       "243753  N368NB     985    JFK  BOS      44.0       187   0.0     5.0  \n",
+       "243754  N640JB     499    LGA  MCO     119.0       950   0.0     9.0  \n",
+       "243755  N641VA      29    JFK  SFO     345.0      2586   0.0    20.0  \n",
+       "243756  N580JB     165    JFK  PDX     315.0      2454   0.0    22.0  \n",
+       "243757  N809UA     994    EWR  BOS      42.0       200   0.0    24.0  \n",
+       "243759  N789JB    1371    LGA  FLL     138.0      1076   0.0    31.0  \n",
+       "243760  N294JB     775    JFK  MSY     150.0      1182   0.0    40.0  \n",
+       "243761  N258JB    1677    JFK  JAX     110.0       828   0.0    48.0  \n",
+       "243762  N579JB     611    JFK  LAS     296.0      2248   0.0    59.0  \n",
+       "243763  N706JB      97    JFK  DEN     211.0      1626   1.0     7.0  \n",
+       "243764  N229JB     108    JFK  PWM      47.0       273   1.0    15.0  \n",
+       "243765  N12563    4695    EWR  MHT      38.0       209   1.0    16.0  \n",
+       "243766  N552JB     745    JFK  PSE     197.0      1617   1.0    19.0  \n",
+       "243767  N605JB     425    JFK  TPA     130.0      1005   1.0    37.0  \n",
+       "243768  N727TW    1543    JFK  SEA     307.0      2422   1.0    59.0  \n",
+       "243934  N12157    4422    EWR  PIT      58.0       319   7.0    56.0  \n",
+       "243993  N593JB     683    JFK  MCO     130.0       944   8.0    52.0  \n",
+       "244001  N629VA     183    EWR  SFO     352.0      2565   8.0    57.0  \n",
+       "244021  N612DL    1547    LGA  ATL     109.0       762   9.0    18.0  \n",
+       "244036  N13123    4419    EWR  XNA     152.0      1131   9.0    35.0  \n",
+       "244039  N348JB    1491    JFK  ACK      48.0       199   9.0    40.0  \n",
+       "244065  N16999    4420    EWR  ORF      47.0       284  10.0    11.0  \n",
+       "244071  N842VA     161    EWR  LAX     330.0      2454  10.0    16.0  \n",
+       "244088  N76503    1477    LGA  ORD     104.0       733  10.0    46.0  \n",
+       "244108  N518UA     642    JFK  SFO     348.0      2586  11.0     6.0  \n",
+       "244118  N539UA     769    EWR  LAX     322.0      2454  11.0    15.0  \n",
+       "244127  N491UA     550    EWR  TPA     139.0       997  11.0    26.0  \n",
+       "244134  N26208    1150    EWR  SFO     358.0      2565  11.0    36.0  \n",
+       "244159  N526VA     187    EWR  SFO     359.0      2565  11.0    59.0  \n",
+       "244172  N829UA     544    LGA  ORD     103.0       733  12.0    27.0  \n",
+       "244180  N336AA     179    JFK  SFO     362.0      2586  12.0    43.0  \n",
+       "244209  N624AG    1006    JFK  BOS      37.0       187  13.0    12.0  \n",
+       "244215  N348JB     208    JFK  PWM      47.0       273  13.0    20.0  \n",
+       "244228  N477WN     226    EWR  DEN     223.0      1605  13.0    43.0  \n",
+       "244231  N19136    1186    EWR  MIA     136.0      1085  13.0    51.0  \n",
+       "244258  N750EV    5148    EWR  ATL     115.0       746  14.0    29.0  \n",
+       "244279  N639VA      23    JFK  SFO     362.0      2586  14.0    53.0  \n",
+       "244280  N33103    1054    EWR  LAX     319.0      2454  14.0    55.0  \n",
+       "244285  N476WN     546    LGA  MKE     125.0       738  14.0    57.0  \n",
+       "244294  N634JB     213    JFK  LGB     331.0      2465  15.0    10.0  \n",
+       "244299  N703JB     553    JFK  PBI     146.0      1028  15.0    15.0  \n",
+       "244303  N694DL    2247    LGA  ATL     124.0       762  15.0    18.0  \n",
+       "244322  N698MQ    2815    JFK  CLE      73.0       425  15.0    57.0  \n",
+       "244325  N294JB     477    JFK  JAX     114.0       828  15.0    58.0  \n",
+       "244326  N983DL    1902    LGA  PBI     142.0      1035  15.0    59.0  \n",
+       "244327  N579JB    1171    LGA  FLL     156.0      1076  16.0     0.0  \n",
+       "244332  N321NB     127    JFK  DTW      95.0       509  16.0     7.0  \n",
+       "244338  N470UA     215    EWR  BOS      40.0       200  16.0    13.0  \n",
+       "244339  N339NB    1164    JFK  BOS      40.0       187  16.0    17.0  \n",
+       "244341  N965DL    2181    LGA  MCO     134.0       950  16.0    23.0  \n",
+       "244345  N406UA     253    EWR  ORD       NaN       719  16.0    27.0  \n",
+       "244355  N376NW    1935    LGA  TPA     141.0      1010  16.0    44.0  \n",
+       "244356  N327AA     133    JFK  LAX     319.0      2475  16.0    48.0  \n",
+       "244358  N533UA     651    EWR  MCO     127.0       937  16.0    53.0  \n",
+       "244365  N349NB    1705    LGA  MSY     160.0      1183  17.0     0.0  \n",
+       "244368  N761RR     216    EWR  MDW     131.0       711  17.0     4.0  \n",
+       "244369  N14570    5682    EWR  MKE     109.0       725  17.0     4.0  \n",
+       "244370  N13955    4572    EWR  GSP     105.0       594  17.0     5.0  \n",
+       "244372  N477UA     488    EWR  MCO     124.0       937  17.0     7.0  \n",
+       "244375  N14952    4430    EWR  DTW      77.0       488  17.0     8.0  \n",
+       "244376  N345NB    1903    LGA  SRQ     154.0      1047  17.0    13.0  \n",
+       "244379  N8444F    3793    JFK  CLT      79.0       541  17.0    20.0  \n",
+       "244381  N706TW     141    JFK  SFO     349.0      2586  17.0    24.0  \n",
+       "244384  N905MQ    2793    JFK  CMH      73.0       483  17.0    27.0  \n",
+       "244387  N834AS    5713    LGA  IAD      75.0       229  17.0    34.0  \n",
+       "244391  N8696C    4275    JFK  IAD      70.0       228  17.0    38.0  \n",
+       "244393  N12175    4377    EWR  JAX     113.0       820  17.0    38.0  \n",
+       "244394  N348JB     918    JFK  BOS      42.0       187  17.0    39.0  \n",
+       "244395  N13965    3267    EWR  ORF      46.0       284  17.0    39.0  \n",
+       "244397  N524MQ    3199    LGA  CLT     102.0       544  17.0    42.0  \n",
+       "244399  N825AS    5712    JFK  IAD      47.0       228  17.0    43.0  \n",
+       "244400  N8475B    4280    JFK  PHL      31.0        94  17.0    46.0  \n",
+       "244402  N3JWAA    1467    LGA  MIA     147.0      1096  17.0    47.0  \n",
+       "244403  N508UA     257    JFK  SFO     350.0      2586  17.0    48.0  \n",
+       "244405  N192JB    1105    JFK  ORD     114.0       740  17.0    51.0  \n",
+       "244406  N526UA     534    EWR  FLL     155.0      1065  17.0    59.0  \n",
+       "244407  N913DL    1819    LGA  MSP     139.0      1020  17.0    59.0  \n",
+       "244413  N4WMAA    1507    EWR  DFW     205.0      1372  18.0    12.0  \n",
+       "244418  N13566    5818    EWR  MEM     133.0       946  18.0    22.0  \n",
+       "244420  N8577D    3719    JFK  BWI      59.0       184  18.0    27.0  \n",
+       "244421  N14214    1028    EWR  BOS      46.0       200  18.0    28.0  \n",
+       "244426  N825UA     203    EWR  IAH     182.0      1400  18.0    33.0  \n",
+       "244428  N593JB    1883    JFK  MCO     123.0       944  18.0    36.0  \n",
+       "244429  N770UW    1899    LGA  CLT     103.0       544  18.0    36.0  \n",
+       "244430  N901WN     493    LGA  STL     126.0       888  18.0    36.0  \n",
+       "244431  N812UA     435    EWR  SAN     327.0      2425  18.0    37.0  \n",
+       "244433  N382DA    1394    JFK  PDX     310.0      2454  18.0    39.0  \n",
+       "244434  N3JJAA    1711    JFK  ORD     113.0       740  18.0    40.0  \n",
+       "244435  N26549    4175    EWR  IAD      69.0       212  18.0    41.0  \n",
+       "244436  N661JB    1161    LGA  PBI     142.0      1035  18.0    43.0  \n",
+       "244437  N319NB    1473    LGA  MEM     125.0       963  18.0    44.0  \n",
+       "244438  N571UA     392    EWR  LAX     320.0      2454  18.0    45.0  \n",
+       "244439  N649AW     681    EWR  PHX     272.0      2133  18.0    46.0  \n",
+       "244441  N502MJ    3771    LGA  IAD      44.0       229  18.0    50.0  \n",
+       "244442  N927DA    2331    LGA  DTW      80.0       502  18.0    50.0  \n",
+       "244443  N3FJAA     145    JFK  SAN     324.0      2446  18.0    51.0  \n",
+       "244445  N3HJAA    1611    LGA  MIA     144.0      1096  18.0    55.0  \n",
+       "244447  N511MQ    3526    LGA  CMH      73.0       479  19.0     1.0  \n",
+       "244448  N370NW    2383    LGA  PWM      46.0       269  19.0     1.0  \n",
+       "244449  N17146    6054    EWR  IAD      39.0       212  19.0     2.0  \n",
+       "244450  N8554A    3788    JFK  PHL      48.0        94  19.0     3.0  \n",
+       "244452  N932XJ    3325    JFK  DFW     171.0      1391  19.0     6.0  \n",
+       "244453  N12166    4667    EWR  MSP     141.0      1008  19.0     8.0  \n",
+       "244456  N517JB     803    JFK  SJU     201.0      1598  19.0    17.0  \n",
+       "244457  N15973    4502    EWR  BNA     106.0       748  19.0    17.0  \n",
+       "244458  N17126    1600    EWR  LAX     319.0      2454  19.0    19.0  \n",
+       "244461  N729JB    1117    LGA  TPA     144.0      1010  19.0    28.0  \n",
+       "244465  N509UA     509    LGA  DEN     207.0      1620  19.0    31.0  \n",
+       "244467  N724MQ    3367    LGA  XNA     154.0      1147  19.0    32.0  \n",
+       "244472  N391DA      73    JFK  ATL     106.0       760  19.0    34.0  \n",
+       "244473  N469UA     807    LGA  IAH     181.0      1416  19.0    35.0  \n",
+       "244474  N339AA     181    JFK  LAX     317.0      2475  19.0    36.0  \n",
+       "244476  N13718    1542    LGA  CLE      62.0       419  19.0    37.0  \n",
+       "244477  N754UW    2181    LGA  DCA      63.0       214  19.0    37.0  \n",
+       "244478  N902DE    1685    LGA  MCO     129.0       950  19.0    38.0  \n",
+       "244482  N3JVAA    1901    JFK  IAH     182.0      1417  19.0    41.0  \n",
+       "244483  N620SW    2603    LGA  BNA     109.0       764  19.0    41.0  \n",
+       "244484  N37422    1593    EWR  LAS     291.0      2227  19.0    43.0  \n",
+       "244485  N769US    2183    LGA  DCA      66.0       214  19.0    43.0  \n",
+       "244487  N440UA     525    EWR  DEN     219.0      1605  19.0    45.0  \n",
+       "244488  N922DL      83    JFK  MIA     143.0      1089  19.0    45.0  \n",
+       "244489  N659DL     451    LGA  ATL     105.0       762  19.0    48.0  \n",
+       "244490  N361NW    2019    LGA  MSP     137.0      1020  19.0    49.0  \n",
+       "244492  N13903    4300    EWR  RIC      50.0       277  19.0    50.0  \n",
+       "244493  N37281    1611    EWR  IAH     173.0      1400  19.0    52.0  \n",
+       "244495  N636MQ    3075    JFK  CVG      87.0       589  19.0    52.0  \n",
+       "244496  N583AA     345    LGA  ORD     110.0       733  19.0    53.0  \n",
+       "244497  N689MQ    2949    JFK  BNA     105.0       765  19.0    53.0  \n",
+       "244501  N636JB     263    JFK  SEA     313.0      2422  20.0     2.0  \n",
+       "244504  N562JB     359    JFK  BUR     317.0      2465  20.0    12.0  \n",
+       "244506  N184US    1491    LGA  CLT      79.0       544  20.0    13.0  \n",
+       "244507  N196DN      95    JFK  LAX     313.0      2475  20.0    13.0  \n",
+       "244508  N559JB     167    JFK  OAK     353.0      2576  20.0    18.0  \n",
+       "244509  N16713    1177    EWR  ORD     105.0       719  20.0    20.0  \n",
+       "244510  N38257    1141    EWR  SFO     360.0      2565  20.0    21.0  \n",
+       "244512  N365AA      85    JFK  SFO     355.0      2586  20.0    22.0  \n",
+       "244514  N19554    5678    EWR  CVG      92.0       569  20.0    25.0  \n",
+       "244516  N709EV    4878    LGA  RDU      63.0       431  20.0    26.0  \n",
+       "244517  N569UA     212    EWR  SFO     353.0      2565  20.0    27.0  \n",
+       "244518  N473AA    2019    LGA  STL     116.0       888  20.0    31.0  \n",
+       "244519  N852VA      27    JFK  SFO     360.0      2586  20.0    33.0  \n",
+       "244520  N57857    1165    EWR  LAX     303.0      2454  20.0    34.0  \n",
+       "244522  N315US    1321    EWR  MSP     137.0      1008  20.0    39.0  \n",
+       "244524  N3FUAA     269    JFK  SEA     322.0      2422  20.0    42.0  \n",
+       "244526  N37290    1444    EWR  ORD     120.0       719  20.0    43.0  \n",
+       "244527  N365NB    1715    LGA  MSY     155.0      1183  20.0    45.0  \n",
+       "244528  N205FR     837    LGA  DEN     229.0      1620  20.0    46.0  \n",
+       "244529  N7732A     262    EWR  DEN     215.0      1605  20.0    48.0  \n",
+       "244530  N539MQ    3622    LGA  BNA      97.0       764  20.0    49.0  \n",
+       "244531  N807UA     390    EWR  BOS      55.0       200  20.0    49.0  \n",
+       "244532  N666DN      87    JFK  SLC     259.0      1990  20.0    50.0  \n",
+       "244534  N3743H     971    JFK  DEN     215.0      1626  20.0    54.0  \n",
+       "244535  N543MQ    3694    EWR  ORD     106.0       719  20.0    59.0  \n",
+       "244536  N505UA     512    JFK  SFO     364.0      2586  21.0     0.0  \n",
+       "244539  N332AA     177    JFK  SFO     373.0      2586  21.0     2.0  \n",
+       "244540  N26545    4322    EWR  ROC      45.0       246  21.0     3.0  \n",
+       "244541  N509AY      17    JFK  PHX     270.0      2153  21.0     4.0  \n",
+       "244543  N355NW    1854    LGA  FLL     155.0      1076  21.0     7.0  \n",
+       "244544  N809JB     669    JFK  SJC     347.0      2569  21.0     8.0  \n",
+       "244545  N994DL    2139    LGA  MIA     148.0      1096  21.0     8.0  \n",
+       "244547  N27724    1491    LGA  ORD     110.0       733  21.0     9.0  \n",
+       "244548  N282WN     580    EWR  HOU     183.0      1411  21.0     9.0  \n",
+       "244549  N941DL    1373    JFK  MIA     143.0      1089  21.0    11.0  \n",
+       "244550  N753EV    5207    LGA  BGR      53.0       378  21.0    11.0  \n",
+       "244551  N525UA     389    JFK  SFO     367.0      2586  21.0    13.0  \n",
+       "244552  N320AA      21    JFK  LAX     333.0      2475  21.0    15.0  \n",
+       "244553  N3FCAA    1762    JFK  BOS      53.0       187  21.0    18.0  \n",
+       "244554  N553UW     297    JFK  CLT      74.0       541  21.0    18.0  \n",
+       "244556  N37413    1292    EWR  FLL     153.0      1065  21.0    19.0  \n",
+       "244558  N35204    1439    EWR  LAX     307.0      2454  21.0    23.0  \n",
+       "244560  N824UA     691    LGA  ORD     109.0       733  21.0    27.0  \n",
+       "244561  N713MQ    3486    LGA  BNA     110.0       764  21.0    28.0  \n",
+       "244562  N749US    2187    LGA  DCA      39.0       214  21.0    29.0  \n",
+       "244563  N426UA     708    EWR  ORD     114.0       719  21.0    30.0  \n",
+       "244564  N374NW     884    LGA  DEN     219.0      1620  21.0    30.0  \n",
+       "244565  N33292    1532    EWR  SFO     343.0      2565  21.0    31.0  \n",
+       "244566  N690DL      61    LGA  ATL      96.0       762  21.0    31.0  \n",
+       "244567  N336NB    2131    LGA  DTW      72.0       502  21.0    31.0  \n",
+       "244568  N443UA     695    LGA  ORD     103.0       733  21.0    32.0  \n",
+       "244569  N903DE    1147    LGA  ATL      98.0       762  21.0    36.0  \n",
+       "244570  N741EV    4969    LGA  MHT      36.0       195  21.0    36.0  \n",
+       "244571  N14920    3847    EWR  IND      97.0       645  21.0    39.0  \n",
+       "244572  N14568    4480    EWR  CLT      76.0       529  21.0    43.0  \n",
+       "244573  N644JB     135    JFK  PHX     272.0      2153  21.0    46.0  \n",
+       "244574  N337AT     771    LGA  ATL     101.0       762  21.0    46.0  \n",
+       "244575  N638JB     711    JFK  LAS     290.0      2248  21.0    50.0  \n",
+       "244576  N657JB     201    JFK  FLL     150.0      1069  21.0    52.0  \n",
+       "244577  N366NW    1499    LGA  ATL      98.0       762  21.0    54.0  \n",
+       "244578  N528MQ    3535    JFK  CMH      66.0       483  21.0    56.0  \n",
+       "244579  N631VA     193    EWR  SFO     346.0      2565  21.0    56.0  \n",
+       "244580  N730EV    5038    LGA  BHM     108.0       866  21.0    57.0  \n",
+       "244582  N918DE     975    LGA  PIT      51.0       335  22.0     1.0  \n",
+       "244583  N754EV    5254    LGA  DSM     133.0      1031  22.0     1.0  \n",
+       "244584  N915WN     542    LGA  MKE     102.0       738  22.0     2.0  \n",
+       "244585  N937DL     926    EWR  ATL      97.0       746  22.0     2.0  \n",
+       "244587  N13978    3829    EWR  JAX     112.0       820  22.0     5.0  \n",
+       "244588  N479UA     299    EWR  SEA     296.0      2402  22.0     7.0  \n",
+       "244589  N228JB     686    JFK  ROC      52.0       264  22.0    14.0  \n",
+       "244591  N709TW    1465    JFK  SFO     357.0      2586  22.0    25.0  \n",
+       "244592  N534JB    1271    LGA  FLL     139.0      1076  22.0    26.0  \n",
+       "244593  N937AT     778    LGA  ATL      98.0       762  22.0    30.0  \n",
+       "244594  N719EV    5048    LGA  RIC      47.0       292  22.0    32.0  \n",
+       "244595  N15555    4361    EWR  TYS      86.0       631  22.0    33.0  \n",
+       "244596  N3ARAA     361    LGA  ORD     104.0       733  22.0    35.0  \n",
+       "244597  N766JB     415    JFK  SFO     349.0      2586  22.0    35.0  \n",
+       "244598  N14188    4085    EWR  OMA     149.0      1134  22.0    38.0  \n",
+       "244599  N547JB     299    LGA  MCO     123.0       950  22.0    39.0  \n",
+       "244600  N324JB     702    JFK  BUF      53.0       301  22.0    40.0  \n",
+       "244602  N325US    2231    LGA  DTW      76.0       502  22.0    46.0  \n",
+       "244603  N11150    4131    EWR  RIC      48.0       277  22.0    46.0  \n",
+       "244605  N377DA     347    JFK  SJU     196.0      1598  22.0    50.0  \n",
+       "244606  N339NB    1091    JFK  SAT     203.0      1587  22.0    56.0  \n",
+       "244607  N17128    1175    JFK  LAX     331.0      2475  23.0     0.0  \n",
+       "244608  N947UW    2140    LGA  BOS      41.0       184  23.0     0.0  \n",
+       "244609  N12540    3812    EWR  SDF      93.0       642  23.0     0.0  \n",
+       "244610  N560UA     771    JFK  LAX     295.0      2475  23.0     2.0  \n",
+       "244611  N12900    4191    EWR  BNA     104.0       748  23.0     4.0  \n",
+       "244612  N791SW     579    LGA  MDW      99.0       725  23.0     9.0  \n",
+       "244613  N395DN    1729    JFK  LAS     288.0      2248  23.0     9.0  \n",
+       "244614  N627VA     415    JFK  LAX     313.0      2475  23.0    10.0  \n",
+       "244617  N493UA     675    EWR  SEA     302.0      2402  23.0    25.0  \n",
+       "244619  N520JB    1083    JFK  MCO     134.0       944  23.0    30.0  \n",
+       "244620  N15910    4536    EWR  CVG      89.0       569  23.0    31.0  \n",
+       "244621  N14959    4580    EWR  BTV      56.0       266  23.0    31.0  \n",
+       "244622  N405UA     693    LGA  ORD     101.0       733  23.0    33.0  \n",
+       "244623  N585UA     311    EWR  DEN     198.0      1605  23.0    34.0  \n",
+       "244624  N77296    1224    EWR  LAX     308.0      2454  23.0    36.0  \n",
+       "244625  N37434    1244    EWR  SJU     195.0      1608  23.0    41.0  \n",
+       "244626  N338AA     185    JFK  LAX     313.0      2475  23.0    46.0  \n",
+       "244627  N12175    4141    EWR  DCA      35.0       199  23.0    47.0  \n",
+       "244628  N594JB     623    JFK  LAX     314.0      2475  23.0    49.0  \n",
+       "244629  N476UA     430    EWR  IAH     172.0      1400  23.0    54.0  \n",
+       "244630  N219WN    1271    EWR  MDW     100.0       711  23.0    55.0  \n",
+       "244743  N607JB    1371    LGA  FLL     140.0      1076   0.0     1.0  \n",
+       "244744  N179JB    1677    JFK  JAX     109.0       828   0.0     7.0  \n",
+       "244745  N228JB     486    JFK  ROC      51.0       264   0.0    11.0  \n",
+       "244746  N353JB    2002    JFK  BUF      55.0       301   0.0    12.0  \n",
+       "244747  N507JB    1183    JFK  MCO     122.0       944   0.0    27.0  \n",
+       "244749  N563JB    1203    JFK  SJU     193.0      1598   0.0    32.0  \n",
+       "244750  N665JB    1503    JFK  SJU     193.0      1598   1.0     3.0  \n",
+       "244751  N552JB     711    JFK  LAS     293.0      2248   1.0     4.0  \n",
+       "244752  N317JB     718    JFK  BOS      35.0       187   1.0    18.0  \n",
+       "244753  N635JB     839    JFK  BQN     183.0      1576   2.0     2.0  \n",
+       "244859  N523JB     601    JFK  FLL     139.0      1069   7.0    23.0  \n",
+       "244915  N14562    4471    EWR  CLT      86.0       529   8.0     7.0  \n",
+       "244935  N13979    4522    EWR  BNA     108.0       748   8.0    22.0  \n",
+       "244937  N16541    4246    EWR  DTW      79.0       488   8.0    24.0  \n",
+       "244953  N8631E    3879    EWR  CVG      87.0       569   8.0    42.0  \n",
+       "244998  N179JB     677    JFK  JAX     111.0       828   9.0    26.0  \n",
+       "245000  N8710A    4248    JFK  CHS      91.0       636   9.0    27.0  \n",
+       "245001  N767SW    3841    EWR  MDW     102.0       711   9.0    29.0  \n",
+       "245003  N327NB    1157    EWR  MSP     139.0      1008   9.0    34.0  \n",
+       "245010  N517JB    1783    JFK  MCO     122.0       944   9.0    44.0  \n",
+       "245035  N13956    4486    EWR  CVG      88.0       569  10.0    18.0  \n",
+       "245045  N138EV    5172    EWR  DTW      78.0       488  10.0    31.0  \n",
+       "245051  N37298    1060    EWR  PDX     332.0      2434  10.0    38.0  \n",
+       "245057  N228JB     586    JFK  ROC      48.0       264  10.0    42.0  \n",
+       "245058  N719EV    5109    LGA  CHS      81.0       641  10.0    44.0  \n",
+       "245060  N12175    4181    EWR  MCI     151.0      1092  10.0    45.0  \n",
+       "245061  N507JB     223    JFK  LAX     313.0      2475  10.0    49.0  \n",
+       "245070  N844VA     161    EWR  LAX     315.0      2454  10.0    59.0  \n",
+       "245074  N8923A    3608    JFK  PHL      29.0        94  11.0     3.0  \n",
+       "245084  N843VA     251    JFK  LAS     297.0      2248  11.0    25.0  \n",
+       "245087  N706JB     483    JFK  MCO     125.0       944  11.0    29.0  \n",
+       "245088  N819UA     252    EWR  SAN     307.0      2425  11.0    32.0  \n",
+       "245089  N502UA     642    JFK  SFO     338.0      2586  11.0    32.0  \n",
+       "245096  N520MQ    3689    LGA  DTW      79.0       502  11.0    39.0  \n",
+       "245122  N730EV    5033    LGA  MEM     126.0       963  11.0    58.0  \n",
+       "245133  N660DL    1647    LGA  ATL     106.0       762  12.0     8.0  \n",
+       "245134  N843UA     544    LGA  ORD     113.0       733  12.0     9.0  \n",
+       "245136  N13566    4087    EWR  IND      92.0       645  12.0     9.0  \n",
+       "245146  N530MQ    3718    EWR  ORD     113.0       719  12.0    32.0  \n",
+       "245152  N522VA     187    EWR  SFO     333.0      2565  12.0    46.0  \n",
+       "245171  N518UA     580    JFK  SFO     346.0      2586  13.0     2.0  \n",
+       "245175  N390AA     179    JFK  SFO     347.0      2586  13.0     8.0  \n",
+       "245179  N425LV     114    LGA  MDW     107.0       725  13.0    12.0  \n",
+       "245186  N761RR     654    EWR  MDW     106.0       711  13.0    28.0  \n",
+       "245188  N38454    1171    EWR  ORD     103.0       719  13.0    30.0  \n",
+       "245194  N993DL     695    JFK  MCO     125.0       944  13.0    36.0  \n",
+       "245199  N628VA      23    JFK  SFO     351.0      2586  13.0    37.0  \n",
+       "245210  N12922    4302    EWR  MCI     158.0      1092  13.0    50.0  \n",
+       "245222  N13553    5968    EWR  BDL      26.0       116  14.0     7.0  \n",
+       "245229  N13975    5796    EWR  CLT      79.0       529  14.0    20.0  \n",
+       "245230  N21197    4552    EWR  GSO      63.0       445  14.0    20.0  \n",
+       "245231  N8458A    3611    JFK  PIT      64.0       340  14.0    21.0  \n",
+       "245237  N355NW    1875    LGA  TPA     139.0      1010  14.0    27.0  \n",
+       "245250  N518MQ    3678    EWR  ORD     111.0       719  14.0    42.0  \n",
+       "245275  N761ND    5148    EWR  ATL     100.0       746  15.0     1.0  \n",
+       "245276  N406UA     353    EWR  ATL       NaN       746  15.0     2.0  \n",
+       "245289  N794JB     431    LGA  SRQ     140.0      1047  15.0    20.0  \n",
+       "245291  N37281    1004    EWR  LAX     337.0      2454  15.0    22.0  \n",
+       "245297  N751EV    4949    LGA  GSO      73.0       461  15.0    28.0  \n",
+       "245304  N599JB     703    JFK  SJU     198.0      1598  15.0    36.0  \n",
+       "245312  N353JB     575    JFK  MSY     168.0      1182  15.0    42.0  \n",
+       "245317  N523JB     553    JFK  PBI     134.0      1028  15.0    50.0  \n",
+       "245326  N13202    4434    EWR  MHT      43.0       209  15.0    57.0  \n",
+       "245328  N32404    1222    EWR  LAS     292.0      2227  15.0    59.0  \n",
+       "245329  N76515    1543    LGA  ORD     113.0       733  16.0     0.0  \n",
+       "245345  N738EV    5599    LGA  CHS      98.0       641  16.0     7.0  \n",
+       "245349  N502AA     883    EWR  DFW     170.0      1372  16.0    10.0  \n",
+       "245351  N8516C    4120    JFK  CLE      80.0       425  16.0    11.0  \n",
+       "245352  N348JB     477    JFK  JAX     112.0       828  16.0    11.0  \n",
+       "245360  N621JB     325    JFK  TPA     147.0      1005  16.0    19.0  \n",
+       "245361  N937XJ    3325    JFK  DFW     185.0      1391  16.0    20.0  \n",
+       "245363  N709TW    1565    JFK  SFO     341.0      2586  16.0    20.0  \n",
+       "245372  N382AA    1769    JFK  MIA     160.0      1089  16.0    34.0  \n",
+       "245375  N14198    4667    EWR  MSP     151.0      1008  16.0    38.0  \n",
+       "245377  N790SW     216    EWR  MDW     102.0       711  16.0    39.0  \n",
+       "245382  N951UW    1607    LGA  PHL      33.0        96  16.0    41.0  \n",
+       "245383  N18557    4687    EWR  CVG      91.0       569  16.0    41.0  \n",
+       "245396  N79402    1151    EWR  SEA     320.0      2402  17.0     7.0  \n",
+       "245397  N7746C     262    EWR  DEN     221.0      1605  17.0     7.0  \n",
+       "245404  N12136    4152    EWR  ATL     106.0       746  17.0    13.0  \n",
+       "245405  N229JB    1105    JFK  ORD     116.0       740  17.0    14.0  \n",
+       "245412  N905XJ    3341    JFK  DTW      89.0       509  17.0    23.0  \n",
+       "245416  N934DL    1373    JFK  MIA     151.0      1089  17.0    26.0  \n",
+       "245418  N77510    1491    LGA  ORD     119.0       733  17.0    29.0  \n",
+       "245420  N509MQ    3694    EWR  ORD     113.0       719  17.0    33.0  \n",
+       "245424  N8416B    3793    JFK  CLT      77.0       541  17.0    36.0  \n",
+       "245425  N17185    4702    EWR  GSO      82.0       445  17.0    36.0  \n",
+       "245427  N3758Y     706    JFK  AUS     189.0      1521  17.0    39.0  \n",
+       "245428  N304DQ    1942    EWR  ATL     105.0       746  17.0    40.0  \n",
+       "245433  N365AA      85    JFK  SFO     348.0      2586  17.0    50.0  \n",
+       "245439  N832UA     643    EWR  AUS     187.0      1504  17.0    56.0  \n",
+       "245440  N87507    1110    EWR  BOS      40.0       200  17.0    57.0  \n",
+       "245442  N13965    5682    EWR  MKE     111.0       725  17.0    57.0  \n",
+       "245445  N8409N    3788    JFK  PHL      32.0        94  18.0     0.0  \n",
+       "245446  N909XJ    3398    JFK  CVG      88.0       589  18.0     2.0  \n",
+       "245447  N534UW      17    JFK  PHX     267.0      2153  18.0     3.0  \n",
+       "245450  N338AA     181    JFK  LAX     320.0      2475  18.0    11.0  \n",
+       "245451  N398DA    1394    JFK  PDX     327.0      2454  18.0    11.0  \n",
+       "245453  N8495B    4280    JFK  PHL      26.0        94  18.0    14.0  \n",
+       "245454  N675MQ    2949    JFK  BNA     107.0       765  18.0    14.0  \n",
+       "245462  N722TW     141    JFK  SFO     352.0      2586  18.0    25.0  \n",
+       "245464  N294JB     408    JFK  PWM      50.0       273  18.0    28.0  \n",
+       "245465  N363NW     479    EWR  SLC     261.0      1969  18.0    28.0  \n",
+       "245466  N715JB     543    EWR  PBI     153.0      1023  18.0    29.0  \n",
+       "245467  N3GCAA    1711    JFK  ORD     124.0       740  18.0    30.0  \n",
+       "245468  N635JB    1161    LGA  PBI     155.0      1035  18.0    30.0  \n",
+       "245470  N5FPAA     221    JFK  MIA     154.0      1089  18.0    36.0  \n",
+       "245473  N4XJAA    1507    EWR  DFW     178.0      1372  18.0    39.0  \n",
+       "245475  N54241    1466    LGA  DEN     223.0      1620  18.0    40.0  \n",
+       "245477  N3HGAA     145    JFK  SAN     327.0      2446  18.0    41.0  \n",
+       "245480  N3BUAA     695    JFK  AUS     190.0      1521  18.0    44.0  \n",
+       "245488  N3GBAA    1901    JFK  IAH     177.0      1417  19.0     0.0  \n",
+       "245490  N662AW     449    EWR  CLT      72.0       529  19.0     4.0  \n",
+       "245494  N24715    1053    EWR  CLE      72.0       404  19.0     8.0  \n",
+       "245495  N16981    3839    EWR  BUF      49.0       282  19.0     8.0  \n",
+       "245496  N354NB    2042    EWR  ATL      97.0       746  19.0     9.0  \n",
+       "245499  N706JB     327    EWR  MCO     123.0       937  19.0    12.0  \n",
+       "245502  N38451    1424    EWR  DEN     214.0      1605  19.0    14.0  \n",
+       "245503  N409UA     589    EWR  SNA     307.0      2434  19.0    20.0  \n",
+       "245505  N361VA      27    JFK  SFO     346.0      2586  19.0    22.0  \n",
+       "245506  N3ADAA    1999    EWR  MIA     139.0      1085  19.0    23.0  \n",
+       "245510  N766SW     625    EWR  MDW     123.0       711  19.0    26.0  \n",
+       "245512  N184US    1973    EWR  CLT      75.0       529  19.0    30.0  \n",
+       "245513  N14562    3847    EWR  IND      97.0       645  19.0    30.0  \n",
+       "245514  N21197    4382    EWR  DTW      81.0       488  19.0    30.0  \n",
+       "245517  N12175    4532    EWR  CHS      97.0       628  19.0    33.0  \n",
+       "245518  N556JB    1013    JFK  LGB     303.0      2465  19.0    36.0  \n",
+       "245521  N13997    4322    EWR  ROC      45.0       246  19.0    37.0  \n",
+       "245522  N35204    1165    EWR  LAX     333.0      2454  19.0    38.0  \n",
+       "245528  N600MQ    3216    JFK  ORF      48.0       290  19.0    42.0  \n",
+       "245531  N754UW    2185    LGA  DCA      44.0       214  19.0    46.0  \n",
+       "245534  N729SW      19    EWR  STL     129.0       872  19.0    48.0  \n",
+       "245538  N994DL      83    JFK  MIA     148.0      1089  19.0    55.0  \n",
+       "245539  N13202    4224    EWR  MKE     114.0       725  19.0    56.0  \n",
+       "245540  N14902    4300    EWR  RIC      49.0       277  19.0    56.0  \n",
+       "245542  N383DN      73    JFK  ATL     100.0       760  19.0    58.0  \n",
+       "245543  N387DA    1773    JFK  LAS     287.0      2248  19.0    59.0  \n",
+       "245545  N388DA    2159    JFK  MCO     134.0       944  20.0     2.0  \n",
+       "245547  N931MQ    3044    JFK  BWI      43.0       184  20.0     4.0  \n",
+       "245550  N12221    1218    EWR  DFW     172.0      1372  20.0    11.0  \n",
+       "245553  N709SW     542    LGA  MKE     108.0       738  20.0    12.0  \n",
+       "245556  N187JB    2580    EWR  BOS      42.0       200  20.0    19.0  \n",
+       "245557  N958UW    2138    LGA  BOS      41.0       184  20.0    21.0  \n",
+       "245558  N413UA     708    EWR  ORD     116.0       719  20.0    22.0  \n",
+       "245559  N746UW    2187    LGA  DCA      44.0       214  20.0    22.0  \n",
+       "245561  N13964    5678    EWR  CVG      91.0       569  20.0    25.0  \n",
+       "245563  N760US    2183    LGA  DCA      44.0       214  20.0    30.0  \n",
+       "245566  N925AT     778    LGA  ATL     102.0       762  20.0    34.0  \n",
+       "245567  N925XJ    3525    JFK  ORD     120.0       740  20.0    35.0  \n",
+       "245568  N39416    1667    EWR  LAS     283.0      2227  20.0    41.0  \n",
+       "245571  N914XJ    3285    JFK  MSY     151.0      1182  20.0    47.0  \n",
+       "245572  N321NB    1091    JFK  SAT     192.0      1587  20.0    50.0  \n",
+       "245573  N349NB    1715    LGA  MSY     152.0      1183  20.0    51.0  \n",
+       "245574  N138EV    5092    EWR  ATL     101.0       746  20.0    52.0  \n",
+       "245576  N13975    4195    EWR  BNA     105.0       748  20.0    55.0  \n",
+       "245577  N320AA     177    JFK  SFO     336.0      2586  20.0    56.0  \n",
+       "245578  N14960    4191    EWR  BNA     109.0       748  20.0    56.0  \n",
+       "245581  N12569    4480    EWR  CLT      82.0       529  20.0    58.0  \n",
+       "245582  N327NB    1321    EWR  MSP     144.0      1008  20.0    59.0  \n",
+       "245583  N720MQ    3367    LGA  XNA     151.0      1147  21.0     0.0  \n",
+       "245584  N768US    2189    LGA  DCA      40.0       214  21.0     1.0  \n",
+       "245586  N13914    4312    EWR  DCA      41.0       199  21.0     3.0  \n",
+       "245587  N722MQ    3573    LGA  CMH      81.0       479  21.0     4.0  \n",
+       "245588  N13553    4431    EWR  SAV     100.0       708  21.0     5.0  \n",
+       "245591   N3756     971    JFK  DEN     221.0      1626  21.0    10.0  \n",
+       "245592  N186PQ    5550    EWR  DTW      71.0       488  21.0    10.0  \n",
+       "245593  N8683B    3615    JFK  IND     115.0       665  21.0    12.0  \n",
+       "245594  N12201    4225    EWR  MSP     145.0      1008  21.0    13.0  \n",
+       "245595  N912XJ    3385    JFK  BOS      40.0       187  21.0    15.0  \n",
+       "245596  N972DL    2139    LGA  MIA     149.0      1096  21.0    19.0  \n",
+       "245597  N604LR    3383    JFK  PIT      68.0       340  21.0    20.0  \n",
+       "245599  N26545    4705    EWR  ATL     103.0       746  21.0    29.0  \n",
+       "245600  N828AS    5769    LGA  IAD      51.0       229  21.0    29.0  \n",
+       "245601  N585UA     212    EWR  SFO     346.0      2565  21.0    31.0  \n",
+       "245602  N176UW    1531    LGA  CLT      81.0       544  21.0    33.0  \n",
+       "245603  N14998    4202    EWR  STL     147.0       872  21.0    34.0  \n",
+       "245605  N556UW    1491    LGA  CLT      78.0       544  21.0    37.0  \n",
+       "245606  N605JB     305    EWR  FLL     135.0      1065  21.0    39.0  \n",
+       "245607  N298JB     418    JFK  BOS      44.0       187  21.0    40.0  \n",
+       "245612  N559JB     153    JFK  PBI     128.0      1028  21.0    44.0  \n",
+       "245613  N338NW     884    LGA  DEN     219.0      1620  21.0    47.0  \n",
+       "245614  N21130    4333    EWR  TUL     168.0      1215  21.0    49.0  \n",
+       "245615  N812UA     646    EWR  BOS      44.0       200  21.0    50.0  \n",
+       "245616  N931XJ    3380    JFK  JAX     108.0       828  21.0    52.0  \n",
+       "245619  N342NW    2041    JFK  ATL     112.0       760  21.0    54.0  \n",
+       "245620  N796JB     523    JFK  LAX     327.0      2475  21.0    55.0  \n",
+       "245621  N10575    4131    EWR  RIC      48.0       277  21.0    55.0  \n",
+       "245622  N79521    1116    EWR  BOS      38.0       200  21.0    57.0  \n",
+       "245624  N354AT     771    LGA  ATL     111.0       762  22.0     6.0  \n",
+       "245625  N337JB    1202    JFK  BUF      55.0       301  22.0     9.0  \n",
+       "245626  N944DL    1247    LGA  ATL     111.0       762  22.0     9.0  \n",
+       "245628  N993DL    1585    LGA  MCO     136.0       950  22.0    10.0  \n",
+       "245629  N76528    1532    EWR  SFO     359.0      2565  22.0    11.0  \n",
+       "245630  N3GEAA     791    LGA  DFW     180.0      1389  22.0    11.0  \n",
+       "245631  N37471    1266    EWR  LAX     328.0      2454  22.0    13.0  \n",
+       "245632  N16571    3812    EWR  SDF     111.0       642  22.0    15.0  \n",
+       "245633  N13718    1464    EWR  CLE      68.0       404  22.0    16.0  \n",
+       "245634  N404WN    1271    EWR  MDW     111.0       711  22.0    17.0  \n",
+       "245635  N660DL     947    LGA  ATL     110.0       762  22.0    21.0  \n",
+       "245637  N916XJ    3433    JFK  CVG     103.0       589  22.0    24.0  \n",
+       "245638  N635VA     193    EWR  SFO     351.0      2565  22.0    24.0  \n",
+       "245639  N380DA    1485    LGA  MCO     123.0       950  22.0    24.0  \n",
+       "245640  N78506    1460    EWR  PBI     129.0      1023  22.0    25.0  \n",
+       "245641  N557UA     771    JFK  LAX     343.0      2475  22.0    27.0  \n",
+       "245642  N533UA     493    EWR  DEN     211.0      1605  22.0    28.0  \n",
+       "245643  N192DN    2363    JFK  LAX     318.0      2475  22.0    29.0  \n",
+       "245644  N76269    1280    EWR  BOS      42.0       200  22.0    34.0  \n",
+       "245645  N902DE     975    LGA  PIT      58.0       335  22.0    35.0  \n",
+       "245646  N920DE    1147    LGA  ATL     110.0       762  22.0    35.0  \n",
+       "245647  N825UA     691    LGA  ORD     111.0       733  22.0    36.0  \n",
+       "245648  N13968    3829    EWR  JAX     113.0       820  22.0    37.0  \n",
+       "245649  N625JB    1271    LGA  FLL     146.0      1076  22.0    38.0  \n",
+       "245650  N738EV    5268    LGA  CLT      85.0       544  22.0    40.0  \n",
+       "245651  N446UA     695    LGA  ORD     116.0       733  22.0    41.0  \n",
+       "245652  N721MQ    3486    LGA  BNA     127.0       764  22.0    42.0  \n",
+       "245653  N12172    4361    EWR  TYS     101.0       631  22.0    43.0  \n",
+       "245654  N8794B    4033    LGA  TYS      94.0       647  22.0    45.0  \n",
+       "245655  N16911    4672    EWR  STL     150.0       872  22.0    45.0  \n",
+       "245656  N470AA     371    LGA  ORD     117.0       733  22.0    47.0  \n",
+       "245657  N81449    1680    EWR  MIA     136.0      1085  22.0    49.0  \n",
+       "245658  N3DHAA     353    LGA  ORD     121.0       733  22.0    49.0  \n",
+       "245659  N21537    3832    EWR  RIC      47.0       277  22.0    49.0  \n",
+       "245660  N561JB     415    JFK  SFO     346.0      2586  22.0    51.0  \n",
+       "245661  N37273    1682    EWR  FLL     136.0      1065  22.0    52.0  \n",
+       "245662  N17169    4085    EWR  OMA     166.0      1134  22.0    53.0  \n",
+       "245663  N12167    4543    EWR  DSM     147.0      1017  22.0    55.0  \n",
+       "245664  N192JB     201    JFK  FLL     144.0      1069  22.0    57.0  \n",
+       "245665  N355NW    1854    LGA  FLL     144.0      1076  22.0    58.0  \n",
+       "245666  N3731T    2065    JFK  FLL     143.0      1069  22.0    58.0  \n",
+       "245667  N531MQ    3384    LGA  CLT      77.0       544  23.0     0.0  \n",
+       "245668  N327AA     185    JFK  LAX     327.0      2475  23.0     2.0  \n",
+       "245669  N249JB    1201    JFK  FLL     146.0      1069  23.0     2.0  \n",
+       "245670  N632VA     415    JFK  LAX     335.0      2475  23.0     3.0  \n",
+       "245671  N761RR    2603    LGA  BNA     104.0       764  23.0    15.0  \n",
+       "245673  N485UA     693    LGA  ORD     115.0       733  23.0    17.0  \n",
+       "245674  N794JB     499    LGA  MCO     132.0       950  23.0    17.0  \n",
+       "245675  N8964E    4287    JFK  BWI      42.0       184  23.0    20.0  \n",
+       "245677  N536JB    1103    JFK  SJU     201.0      1598  23.0    23.0  \n",
+       "245678  N954AT     485    LGA  CAK      63.0       397  23.0    24.0  \n",
+       "245679  N844UA     350    EWR  IAH     170.0      1400  23.0    27.0  \n",
+       "245680  N3734B     347    JFK  SJU     191.0      1598  23.0    31.0  \n",
+       "245681  N294JB     702    JFK  BUF      56.0       301  23.0    32.0  \n",
+       "245682  N29906    4141    EWR  DCA      48.0       199  23.0    35.0  \n",
+       "245683  N481AA     363    LGA  ORD     112.0       733  23.0    36.0  \n",
+       "245684  N746JB     611    JFK  LAS     295.0      2248  23.0    38.0  \n",
+       "245685  N629VA      29    JFK  SFO     348.0      2586  23.0    45.0  \n",
+       "245686  N646JB    1295    JFK  AUS     187.0      1521  23.0    49.0  \n",
+       "245687  N720WN     579    LGA  MDW     118.0       725  23.0    49.0  \n",
+       "245688  N613JB     425    JFK  TPA     130.0      1005  23.0    50.0  \n",
+       "245689  N910XJ    3395    JFK  DCA      38.0       213  23.0    54.0  \n",
+       "245690  N16546    4700    EWR  CLT      78.0       529  23.0    54.0  \n",
+       "245691  N258JB     234    JFK  BTV      47.0       266  23.0    55.0  \n",
+       "245692  N523JB     915    JFK  SFO     339.0      2586  23.0    56.0  \n",
+       "245693  N983DL    2391    JFK  TPA     129.0      1005  23.0    56.0  \n",
+       "245694  N348JB    1816    JFK  SYR      42.0       209  23.0    57.0  \n",
+       "245736  N775JB    1203    JFK  SJU     197.0      1598   0.0    13.0  \n",
+       "245737  N273JB    1816    JFK  SYR      40.0       209   0.0    29.0  \n",
+       "245738  N318JB     234    JFK  BTV      48.0       266   0.0    35.0  \n",
+       "245739  N346JB     108    JFK  PWM      46.0       273   0.0    45.0  \n",
+       "245741  N528MQ    3660    LGA  BNA     110.0       764   0.0    57.0  \n",
+       "245742  N607JB    1503    JFK  SJU     192.0      1598   1.0     6.0  \n",
+       "245743  N34222    1629    EWR  PBI     132.0      1023   1.0    10.0  \n",
+       "245744  N613JB     839    JFK  BQN     196.0      1576   1.0    28.0  \n",
+       "245854  N594JB    1403    JFK  SJU     197.0      1598   7.0    18.0  \n",
+       "245884  N590JB     453    JFK  PBI     144.0      1028   7.0    53.0  \n",
+       "245917  N38403    1665    EWR  LAX     310.0      2454   8.0    12.0  \n",
+       "245937  N267JB    2180    EWR  BOS      40.0       200   8.0    31.0  \n",
+       "245961  N13913    3854    EWR  BTV      48.0       266   8.0    56.0  \n",
+       "245992  N14998    3824    EWR  GRR      91.0       605   9.0    31.0  \n",
+       "246002  N777QC    3841    EWR  MDW     169.0       711   9.0    45.0  \n",
+       "246004  N183UW    1831    JFK  CLT      75.0       541   9.0    47.0  \n",
+       "246009  N425UA     635    LGA  ORD     107.0       733   9.0    53.0  \n",
+       "246019  N28457    1209    EWR  ORD     107.0       719  10.0     1.0  \n",
+       "246025  N464UA     775    EWR  ORD     106.0       719  10.0    10.0  \n",
+       "246032  N12175    4181    EWR  MCI     151.0      1092  10.0    20.0  \n",
+       "246048  N133EV    5559    EWR  DTW      83.0       488  10.0    43.0  \n",
+       "246049  N4YEAA     313    LGA  ORD     109.0       733  10.0    45.0  \n",
+       "246062  N215WN    1098    LGA  MKE     104.0       738  10.0    59.0  \n",
+       "246066  N75428    1216    EWR  SJU     209.0      1608  11.0     4.0  \n",
+       "246077  N604LR    3427    JFK  DCA      43.0       213  11.0    17.0  \n",
+       "246078  N237WN    2431    LGA  MDW     128.0       725  11.0    18.0  \n",
+       "246079  N14959    4187    EWR  BNA     104.0       748  11.0    19.0  \n",
+       "246087  N76504    1150    EWR  SFO     338.0      2565  11.0    34.0  \n",
+       "246113  N76526    1477    LGA  ORD     107.0       733  11.0    58.0  \n",
+       "246116  N461UA     468    LGA  IAH     173.0      1416  12.0     2.0  \n",
+       "246122  N528VA     187    EWR  SFO     350.0      2565  12.0     6.0  \n",
+       "246123  N561JB      53    JFK  PBI     141.0      1028  12.0     8.0  \n",
+       "246124  N338NB    1031    LGA  DTW      77.0       502  12.0    10.0  \n",
+       "246126  N324AA     179    JFK  SFO     348.0      2586  12.0    14.0  \n",
+       "246127  N584UA     769    EWR  LAX     300.0      2454  12.0    15.0  \n",
+       "246129  N808UA     430    LGA  IAH     178.0      1416  12.0    18.0  \n",
+       "246131  N567UA     343    LGA  DEN     217.0      1620  12.0    22.0  \n",
+       "246133  N840VA      23    JFK  SFO     347.0      2586  12.0    27.0  \n",
+       "246149  N525AA     325    LGA  ORD     100.0       733  12.0    51.0  \n",
+       "246172  N948WN     114    LGA  MDW     105.0       725  13.0    13.0  \n",
+       "246176  N8EGMQ    3709    EWR  ORD     104.0       719  13.0    17.0  \n",
+       "246178  N560UA     580    JFK  SFO     337.0      2586  13.0    18.0  \n",
+       "246179  N23707    1474    LGA  DEN     226.0      1620  13.0    20.0  \n",
+       "246194  N552JB    1129    JFK  RSW     159.0      1074  13.0    40.0  \n",
+       "246195  N418UA     255    LGA  ORD     103.0       733  13.0    41.0  \n",
+       "246198  N526MQ    3611    EWR  ORD     102.0       719  13.0    42.0  \n",
+       "246211  N119US     931    JFK  CLT      78.0       541  13.0    59.0  \n",
+       "246217  N819UA     353    EWR  ATL     121.0       746  14.0    11.0  \n",
+       "246219  N598AA     327    LGA  ORD     106.0       733  14.0    16.0  \n",
+       "246223  N515MQ    3718    EWR  ORD     104.0       719  14.0    22.0  \n",
+       "246243  N568JB     553    JFK  PBI     147.0      1028  14.0    46.0  \n",
+       "246251  N332NB    2043    JFK  ATL     103.0       760  14.0    51.0  \n",
+       "246265  N76516    1004    EWR  LAX     312.0      2454  14.0    59.0  \n",
+       "246278  N179JB     118    JFK  BOS      35.0       187  15.0    13.0  \n",
+       "246294  N14242    1164    EWR  FLL     146.0      1065  15.0    31.0  \n",
+       "246297  N523MQ    3588    LGA  MSP     144.0      1020  15.0    35.0  \n",
+       "246306  N505JB     325    JFK  TPA     181.0      1005  15.0    46.0  \n",
+       "246311  N528MQ    3669    LGA  ATL     124.0       762  15.0    51.0  \n",
+       "246331  N14902    4572    EWR  GSP      90.0       594  16.0     8.0  \n",
+       "246345  N14568    4171    EWR  MSN       NaN       799  16.0    24.0  \n",
+       "246346  N519AA     331    LGA  ORD     108.0       733  16.0    25.0  \n",
+       "246347  N14214    1108    EWR  IAH     179.0      1400  16.0    26.0  \n",
+       "246352  N27239    1107    EWR  DEN     210.0      1605  16.0    31.0  \n",
+       "246365  N37462    1196    EWR  SFO     317.0      2565  16.0    48.0  \n",
+       "246368  N302NB    1164    JFK  BOS      36.0       187  16.0    50.0  \n",
+       "246371  N8932C    3719    JFK  BWI      39.0       184  16.0    52.0  \n",
+       "246376  N244WN     262    EWR  DEN     213.0      1605  16.0    54.0  \n",
+       "246378  N14162    4152    EWR  ATL     105.0       746  16.0    55.0  \n",
+       "246379  N14974    4434    EWR  MHT      39.0       209  16.0    55.0  \n",
+       "246382  N8946A    3793    JFK  CLT       NaN       541  16.0    58.0  \n",
+       "246386  N429UA     541    EWR  BOS      35.0       200  16.0    59.0  \n",
+       "246393  N16713    1542    LGA  CLE      62.0       419  17.0    10.0  \n",
+       "246397  N14959    4684    EWR  SDF      99.0       642  17.0    12.0  \n",
+       "246398  N14237    1638    EWR  CLE      62.0       404  17.0    13.0  \n",
+       "246409  N12967    4381    EWR  DTW      79.0       488  17.0    24.0  \n",
+       "246412  N33294    1243    EWR  ORD     101.0       719  17.0    26.0  \n",
+       "246415  N501MJ    3771    LGA  IAD      45.0       229  17.0    27.0  \n",
+       "246416  N11164    4517    EWR  BNA     104.0       748  17.0    27.0  \n",
+       "246418  N920XJ    3523    JFK  ORD     123.0       740  17.0    28.0  \n",
+       "246433  N384AA      85    JFK  SFO     351.0      2586  17.0    41.0  \n",
+       "246438  N36207    1435    LGA  ORD     109.0       733  17.0    44.0  \n",
+       "246441  N592AA     343    LGA  ORD     106.0       733  17.0    47.0  \n",
+       "246443  N597JB      83    JFK  MCO     138.0       944  17.0    48.0  \n",
+       "246445  N76505    1110    EWR  BOS      35.0       200  17.0    50.0  \n",
+       "246446  N14558    4431    EWR  SAV     109.0       708  17.0    50.0  \n",
+       "246451  N662JB    1117    LGA  TPA     145.0      1010  17.0    56.0  \n",
+       "246460  N641MQ    3216    JFK  ORF      51.0       290  18.0     5.0  \n",
+       "246465  N452WN    2261    EWR  PHX     263.0      2133  18.0    15.0  \n",
+       "246466  N15912    4702    EWR  GSO      72.0       445  18.0    15.0  \n",
+       "246469  N585JB     327    EWR  MCO     140.0       937  18.0    17.0  \n",
+       "246485  N3AJAA    1711    JFK  ORD     115.0       740  18.0    30.0  \n",
+       "246491  N622VA     193    EWR  SFO     337.0      2565  18.0    36.0  \n",
+       "246492  N16571    5678    EWR  CVG      85.0       569  18.0    39.0  \n",
+       "246495  N346JB    1119    JFK  CLT     104.0       541  18.0    45.0  \n",
+       "246496  N455WN     580    EWR  HOU     182.0      1411  18.0    45.0  \n",
+       "246497  N657AW     449    EWR  CLT      81.0       529  18.0    48.0  \n",
+       "246498  N510MQ    3694    EWR  ORD     105.0       719  18.0    51.0  \n",
+       "246499  N712TW     841    JFK  SFO     335.0      2586  18.0    51.0  \n",
+       "246501  N227WN     345    LGA  DEN     216.0      1620  18.0    53.0  \n",
+       "246510  N846VA      27    JFK  SFO     342.0      2586  19.0     3.0  \n",
+       "246512  N903WN      19    EWR  STL     122.0       872  19.0     5.0  \n",
+       "246526  N561JB     359    JFK  BUR     316.0      2465  19.0    16.0  \n",
+       "246529  N12552    4300    EWR  RIC      59.0       277  19.0    22.0  \n",
+       "246537  N266WN     625    EWR  MDW     106.0       711  19.0    30.0  \n",
+       "246540  N624JB     299    LGA  MCO     138.0       950  19.0    31.0  \n",
+       "246542  N76526    1712    EWR  IAH     171.0      1400  19.0    35.0  \n",
+       "246544  N505UA     389    JFK  SFO     340.0      2586  19.0    37.0  \n",
+       "246548  N506MQ    3134    EWR  ORD     101.0       719  19.0    48.0  \n",
+       "246557  N3BRAA    1611    LGA  MIA     169.0      1096  19.0    54.0  \n",
+       "246564  N509JB     305    EWR  FLL     159.0      1065  20.0     1.0  \n",
+       "246567  N847UA     691    LGA  ORD     103.0       733  20.0     4.0  \n",
+       "246570  N453UA     693    LGA  ORD     108.0       733  20.0     6.0  \n",
+       "246571   N3767    1629    JFK  LAS     281.0      2248  20.0     6.0  \n",
+       "246572  N558UA     509    LGA  DEN     207.0      1620  20.0     8.0  \n",
+       "246573  N428UA     525    EWR  DEN     197.0      1605  20.0     8.0  \n",
+       "246574  N809JB     153    JFK  PBI     143.0      1028  20.0     8.0  \n",
+       "246578  N323AA     177    JFK  SFO     350.0      2586  20.0    16.0  \n",
+       "246579  N7746C    2603    LGA  BNA     109.0       764  20.0    17.0  \n",
+       "246580  N530VA     169    EWR  LAX     296.0      2454  20.0    22.0  \n",
+       "246582  N605QX    5038    LGA  BHM     112.0       866  20.0    23.0  \n",
+       "246587  N522UA     755    EWR  LAX     309.0      2454  20.0    27.0  \n",
+       "246594  N3EFAA     791    LGA  DFW     180.0      1389  20.0    40.0  \n",
+       "246595  N26210    1061    EWR  DFW     170.0      1372  20.0    41.0  \n",
+       "246597  N16112    4361    EWR  TYS      87.0       631  20.0    51.0  \n",
+       "246599  N37465    1666    EWR  SFO     315.0      2565  20.0    55.0  \n",
+       "246604  N232PQ    5550    EWR  DTW      75.0       488  21.0     5.0  \n",
+       "246605  N12957    4397    EWR  MCI     161.0      1092  21.0     7.0  \n",
+       "246607  N75428    1172    EWR  ORD      96.0       719  21.0    11.0  \n",
+       "246608  N819UA     407    EWR  LAS     271.0      2227  21.0    13.0  \n",
+       "246609  N11193    4543    EWR  DSM     137.0      1017  21.0    13.0  \n",
+       "246610  N302NB    1091    JFK  SAT     197.0      1587  21.0    14.0  \n",
+       "246612  N14105    4333    EWR  TUL     164.0      1215  21.0    17.0  \n",
+       "246613  N989DL    1147    LGA  ATL     101.0       762  21.0    18.0  \n",
+       "246617  N17229    1680    EWR  MIA     149.0      1085  21.0    21.0  \n",
+       "246618  N327NW    1321    EWR  MSP     132.0      1008  21.0    22.0  \n",
+       "246619  N644JB     415    JFK  SFO     334.0      2586  21.0    23.0  \n",
+       "246620  N639VA     415    JFK  LAX     327.0      2475  21.0    26.0  \n",
+       "246621  N33714    1464    EWR  CLE      69.0       404  21.0    29.0  \n",
+       "246622  N760US    2189    LGA  DCA      39.0       214  21.0    29.0  \n",
+       "246624  N552JB    1271    LGA  FLL     155.0      1076  21.0    37.0  \n",
+       "246627  N604QX    5048    LGA  RIC      48.0       292  21.0    41.0  \n",
+       "246628  N37434    1025    EWR  SFO     324.0      2565  21.0    43.0  \n",
+       "246630  N906AT     485    LGA  CAK      57.0       397  21.0    45.0  \n",
+       "246636  N407WN     579    LGA  MDW     107.0       725  21.0    56.0  \n",
+       "246637  N12921    3829    EWR  JAX     122.0       820  21.0    56.0  \n",
+       "246638  N916XJ    3385    JFK  BOS      34.0       187  21.0    58.0  \n",
+       "246640  N834UA     350    EWR  IAH     170.0      1400  22.0     5.0  \n",
+       "246641  N8946A    4287    JFK  BWI      35.0       184  22.0     8.0  \n",
+       "246642  N266JB     686    JFK  ROC      49.0       264  22.0     8.0  \n",
+       "246643  N849VA      29    JFK  SFO     357.0      2586  22.0    11.0  \n",
+       "246644  N729JB     165    JFK  PDX     335.0      2454  22.0    12.0  \n",
+       "246645  N502UA     771    JFK  LAX     326.0      2475  22.0    13.0  \n",
+       "246646  N38446    1139    EWR  DEN     205.0      1605  22.0    13.0  \n",
+       "246647  N738EV    5254    LGA  DSM     132.0      1031  22.0    13.0  \n",
+       "246649  N30401    1269    EWR  PBI     144.0      1023  22.0    19.0  \n",
+       "246651  N3744F     347    JFK  SJU     189.0      1598  22.0    19.0  \n",
+       "246652  N10156    4085    EWR  OMA     152.0      1134  22.0    19.0  \n",
+       "246653  N13123    4204    EWR  OKC     175.0      1325  22.0    20.0  \n",
+       "246654  N595JB     135    JFK  PHX     275.0      2153  22.0    21.0  \n",
+       "246657  N78501    1703    EWR  BOS      37.0       200  22.0    26.0  \n",
+       "246658  N930XJ    3380    JFK  JAX     113.0       828  22.0    26.0  \n",
+       "246661  N529JB     915    JFK  SFO     327.0      2586  22.0    35.0  \n",
+       "246663  N834AS    5769    LGA  IAD      40.0       229  22.0    39.0  \n",
+       "246664  N258JB     702    JFK  BUF      53.0       301  22.0    40.0  \n",
+       "246665  N13538    4119    EWR  RIC      48.0       277  22.0    40.0  \n",
+       "246666  N309US    1854    LGA  FLL     154.0      1076  22.0    42.0  \n",
+       "246669  N31412    1682    EWR  FLL     149.0      1065  22.0    45.0  \n",
+       "246670  N745VJ    2191    LGA  DCA      40.0       214  22.0    48.0  \n",
+       "246671  N520JB     611    JFK  LAS     282.0      2248  22.0    51.0  \n",
+       "246673  N639JB    1103    JFK  SJU     196.0      1598  22.0    55.0  \n",
+       "246675  N15912    4141    EWR  DCA      36.0       199  23.0    16.0  \n",
+       "246676  N172DN    1465    JFK  SFO     318.0      2586  23.0    20.0  \n",
+       "246677  N13968    4276    EWR  BDL      36.0       116  23.0    22.0  \n",
+       "246678  N35407    1615    EWR  AUS     181.0      1504  23.0    23.0  \n",
+       "246679  N14242    1532    EWR  SFO     323.0      2565  23.0    32.0  \n",
+       "246681  N440LV    1271    EWR  MDW     102.0       711  23.0    33.0  \n",
+       "246682  N590JB    1371    LGA  FLL     150.0      1076  23.0    37.0  \n",
+       "246683  N618JB      97    JFK  DEN     212.0      1626  23.0    44.0  \n",
+       "246684  N187JB    2680    EWR  BOS      37.0       200  23.0    45.0  \n",
+       "246685  N11206    1071    EWR  BQN     197.0      1585  23.0    48.0  \n",
+       "246686  N14950    4700    EWR  CLT      76.0       529  23.0    48.0  \n",
+       "246687  N703JB     623    JFK  LAX     313.0      2475  23.0    52.0  \n",
+       "246688  N13550    4580    EWR  BTV      46.0       266  23.0    53.0  \n",
+       "246731  N73275    1680    EWR  MIA     153.0      1085   0.0    10.0  \n",
+       "246732  N355JB    1183    JFK  MCO     130.0       944   0.0    13.0  \n",
+       "246733  N643JB    1201    JFK  FLL     145.0      1069   0.0    13.0  \n",
+       "246734  N337JB     702    JFK  BUF      53.0       301   0.0    21.0  \n",
+       "246735  N39728    1464    EWR  CLE      55.0       404   0.0    22.0  \n",
+       "246736  N339JB     718    JFK  BOS      33.0       187   0.0    26.0  \n",
+       "246737  N970DL    2331    LGA  DTW      67.0       502   0.0    26.0  \n",
+       "246738  N281JB     234    JFK  BTV      49.0       266   0.0    31.0  \n",
+       "246739  N26549    4131    EWR  RIC      51.0       277   0.0    32.0  \n",
+       "246740  N582AA    1691    EWR  DFW     174.0      1372   0.0    36.0  \n",
+       "246741  N258JB     486    JFK  ROC      50.0       264   1.0     2.0  \n",
+       "246742  N273JB     108    JFK  PWM      42.0       273   1.0     2.0  \n",
+       "246743  N766JB     499    LGA  MCO     136.0       950   1.0     8.0  \n",
+       "246744  N17244    1532    EWR  SFO     330.0      2565   1.0    28.0  \n",
+       "246745  N76504    1224    EWR  LAX     307.0      2454   1.0    37.0  \n",
+       "246746  N563UW    1491    LGA  CLT      77.0       544   1.0    43.0  \n",
+       "246747  N257WN    1271    EWR  MDW      99.0       711   1.0    43.0  \n",
+       "246748  N594JB    1371    LGA  FLL     147.0      1076   1.0    48.0  \n",
+       "246749  N267JB    2002    JFK  BUF      48.0       301   2.0     9.0  \n",
+       "246750  N323JB    1677    JFK  JAX     114.0       828   2.0    11.0  \n",
+       "246751  N561JB    1503    JFK  SJU     192.0      1598   2.0    17.0  \n",
+       "246752  N941DL    1247    LGA  ATL     101.0       762   2.0    18.0  \n",
+       "246753  N354JB     418    JFK  BOS      34.0       187   2.0    21.0  \n",
+       "246754  N662JB     839    JFK  BQN     194.0      1576   2.0    21.0  \n",
+       "246796  N372DA     503    JFK  SAN     312.0      2446   6.0    15.0  \n",
+       "246883  N537MQ    3267    EWR  ORD     101.0       719   7.0    32.0  \n",
+       "246886  N335NB    1715    LGA  MSY     160.0      1183   7.0    32.0  \n",
+       "246893  N14162    4372    EWR  MSP     143.0      1008   7.0    45.0  \n",
+       "246911  N571AA    2019    LGA  STL     134.0       888   7.0    53.0  \n",
+       "247010  N508MQ    3355    LGA  BNA     103.0       764   9.0    20.0  \n",
+       "247015  N346JB    1491    JFK  ACK      45.0       199   9.0    25.0  \n",
+       "247040  N3762Y    2007    JFK  PDX     313.0      2454   9.0    59.0  \n",
+       "247054  N604QX    5109    LGA  CHS      87.0       641  10.0    13.0  \n",
+       "247116  N13914    4495    EWR  SAV     100.0       708  11.0    42.0  \n",
+       "247117  N323JB    1634    JFK  BTV      44.0       266  11.0    44.0  \n",
+       "247120  N335AA     179    JFK  SFO     334.0      2586  11.0    49.0  \n",
+       "247127  N639AA     731    LGA  DFW     173.0      1389  11.0    54.0  \n",
+       "247137  N977AT     353    LGA  CAK      61.0       397  11.0    58.0  \n",
+       "247140  N27722    1166    EWR  IAH     177.0      1400  12.0     1.0  \n",
+       "247144  N844VA      23    JFK  SFO     335.0      2586  12.0     5.0  \n",
+       "247153  N521VA     187    EWR  SFO     329.0      2565  12.0    14.0  \n",
+       "247155  N811MQ    3281    LGA  CMH      72.0       479  12.0    30.0  \n",
+       "247156  N510MQ    3718    EWR  ORD     101.0       719  12.0    30.0  \n",
+       "247157  N346JB      34    JFK  BTV      42.0       266  12.0    32.0  \n",
+       "247178  N373JB     208    JFK  PWM      47.0       273  12.0    54.0  \n",
+       "247197  N560UA     580    JFK  SFO     326.0      2586  13.0    19.0  \n",
+       "247204  N4XRAA     743    LGA  DFW     178.0      1389  13.0    24.0  \n",
+       "247206  N14250    1164    EWR  FLL     143.0      1065  13.0    26.0  \n",
+       "247213  N34222    1037    EWR  BOS      35.0       200  13.0    35.0  \n",
+       "247230  N17108    4129    EWR  DCA      40.0       199  14.0     6.0  \n",
+       "247237  N627JB     553    JFK  PBI     141.0      1028  14.0    26.0  \n",
+       "247239  N16571    4118    EWR  DTW      86.0       488  14.0    29.0  \n",
+       "247240  N16954    5797    EWR  RIC      48.0       277  14.0    30.0  \n",
+       "247258  N15912    4552    EWR  GSO      69.0       445  14.0    49.0  \n",
+       "247267  N524JB      41    JFK  FLL     147.0      1069  14.0    54.0  \n",
+       "247276  N264LV    2261    EWR  PHX     271.0      2133  15.0     2.0  \n",
+       "247277  N13538    5968    EWR  BDL      24.0       116  15.0     4.0  \n",
+       "247285  N11121    3852    EWR  BTV      45.0       266  15.0    13.0  \n",
+       "247295  N306DQ     673    EWR  ATL     105.0       746  15.0    17.0  \n",
+       "247304  N11536    4687    EWR  CVG      92.0       569  15.0    30.0  \n",
+       "247311  N323JB    1373    JFK  CHS     108.0       636  15.0    39.0  \n",
+       "247327  N26208    1558    EWR  SFO     351.0      2565  15.0    56.0  \n",
+       "247328  N18556    4175    EWR  IAD      54.0       212  15.0    56.0  \n",
+       "247337  N648MQ    3231    JFK  PIT      61.0       340  16.0     8.0  \n",
+       "247342  N927XJ    3318    JFK  BUF      51.0       301  16.0    16.0  \n",
+       "247348  N14543    4171    EWR  MSN     118.0       799  16.0    19.0  \n",
+       "247354  N475UA     294    EWR  CLE      65.0       404  16.0    23.0  \n",
+       "247356  N14977    4572    EWR  GSP      95.0       594  16.0    24.0  \n",
+       "247369  N561JB    1729    JFK  RSW     148.0      1074  16.0    36.0  \n",
+       "247371  N21130    4502    EWR  BNA     116.0       748  16.0    39.0  \n",
+       "247372  N563JB     301    JFK  FLL     149.0      1069  16.0    40.0  \n",
+       "247373  N570JB     703    JFK  SJU     195.0      1598  16.0    40.0  \n",
+       "247374  N723MQ    3532    LGA  XNA     170.0      1147  16.0    42.0  \n",
+       "247378  N391DA      31    JFK  SLC     270.0      1990  16.0    49.0  \n",
+       "247387  N15712    1542    LGA  CLE      69.0       419  16.0    58.0  \n",
+       "247390  N346JB     581    JFK  HOU     188.0      1428  17.0     0.0  \n",
+       "247393  N629JB     543    EWR  PBI     149.0      1023  17.0     4.0  \n",
+       "247402  N13968    4684    EWR  SDF     103.0       642  17.0     8.0  \n",
+       "247406  N303DQ    1942    EWR  ATL     116.0       746  17.0    10.0  \n",
+       "247408  N3CPAA    1750    JFK  BOS      34.0       187  17.0    12.0  \n",
+       "247411  N519LR    3771    LGA  IAD      76.0       229  17.0    20.0  \n",
+       "247414  N33289    1638    EWR  CLE      74.0       404  17.0    25.0  \n",
+       "247418  N435WN     262    EWR  DEN     226.0      1605  17.0    31.0  \n",
+       "247426  N294JB     918    JFK  BOS      39.0       187  17.0    45.0  \n",
+       "247436  N21537    4092    EWR  DAY      84.0       533  17.0    54.0  \n",
+       "247440  N602AW     681    EWR  PHX     274.0      2133  17.0    57.0  \n",
+       "247441  N12996    4294    EWR  SAV     116.0       708  18.0     2.0  \n",
+       "247445  N29906    4300    EWR  RIC      52.0       277  18.0    11.0  \n",
+       "247450  N535JB     573    EWR  TPA     146.0       997  18.0    17.0  \n",
+       "247456  N838VA      27    JFK  SFO     363.0      2586  18.0    28.0  \n",
+       "247457  N14902    3853    EWR  BUF      52.0       282  18.0    28.0  \n",
+       "247458  N5DWAA     257    JFK  LAS     328.0      2248  18.0    29.0  \n",
+       "247459  N3CDAA    1711    JFK  ORD     124.0       740  18.0    29.0  \n",
+       "247460  N146PQ    5615    EWR  DTW       NaN       488  18.0    29.0  \n",
+       "247462  N977AT     349    LGA  ATL       NaN       762  18.0    31.0  \n",
+       "247463  N360NW     479    EWR  SLC     296.0      1969  18.0    32.0  \n",
+       "247469  N567UA     996    EWR  SFO     318.0      2565  18.0    38.0  \n",
+       "247470  N921XJ    3540    JFK  MSP       NaN      1029  18.0    40.0  \n",
+       "247477  N758US    1899    LGA  CLT     106.0       544  18.0    51.0  \n",
+       "247481  N14153    3847    EWR  IND      99.0       645  18.0    59.0  \n",
+       "247482  N13913    4202    EWR  STL       NaN       872  18.0    59.0  \n",
+       "247484  N27239    1242    EWR  FLL     146.0      1065  19.0     2.0  \n",
+       "247485  N231JB    2580    EWR  BOS      37.0       200  19.0     6.0  \n",
+       "247486  N12921    5818    EWR  MEM     148.0       946  19.0     7.0  \n",
+       "247488  N3EKAA     353    LGA  ORD     112.0       733  19.0    11.0  \n",
+       "247489  N655JB     327    EWR  MCO     147.0       937  19.0    11.0  \n",
+       "247492  N327AA     177    JFK  SFO     343.0      2586  19.0    16.0  \n",
+       "247493  N558UW    1531    LGA  CLT      95.0       544  19.0    17.0  \n",
+       "247495  N236JB    1105    JFK  ORD     108.0       740  19.0    22.0  \n",
+       "247496  N237WN      19    EWR  STL     127.0       872  19.0    22.0  \n",
+       "247497  N3743H      73    JFK  ATL     141.0       760  19.0    23.0  \n",
+       "247498  N344AT     771    LGA  ATL     114.0       762  19.0    24.0  \n",
+       "247502  N839VA     193    EWR  SFO     386.0      2565  19.0    31.0  \n",
+       "247509  N310NW    1321    EWR  MSP     141.0      1008  19.0    36.0  \n",
+       "247510  N271LV    2603    LGA  BNA     117.0       764  19.0    37.0  \n",
+       "247511  N195DN     161    JFK  SEA     337.0      2422  19.0    37.0  \n",
+       "247513  N760US    2185    LGA  DCA      63.0       214  19.0    38.0  \n",
+       "247515  N392DA    1394    JFK  PDX     331.0      2454  19.0    43.0  \n",
+       "247517  N273JB      86    JFK  ROC      56.0       264  19.0    45.0  \n",
+       "247520  N406UA     743    EWR  BOS      36.0       200  19.0    46.0  \n",
+       "247521  N353NB    2231    LGA  DTW      74.0       502  19.0    46.0  \n",
+       "247525  N553AS       7    EWR  SEA     343.0      2402  19.0    48.0  \n",
+       "247526  N344NB    2131    LGA  DTW      73.0       502  19.0    48.0  \n",
+       "247527  N345NB     926    EWR  ATL     108.0       746  19.0    48.0  \n",
+       "247528  N0EGMQ    3526    LGA  CMH      69.0       479  19.0    50.0  \n",
+       "247529  N73406    1611    EWR  IAH       NaN      1400  19.0    51.0  \n",
+       "247531  N917XJ    3310    JFK  MCI     156.0      1113  19.0    53.0  \n",
+       "247537  N941MQ    3044    JFK  BWI      52.0       184  19.0    59.0  \n",
+       "247542  N11109    4225    EWR  MSP       NaN      1008  20.0     1.0  \n",
+       "247544  N76505    1248    EWR  MIA     159.0      1085  20.0     3.0  \n",
+       "247546  N639JB     711    JFK  LAS     286.0      2248  20.0     5.0  \n",
+       "247552  N328AA      21    JFK  LAX     349.0      2475  20.0    25.0  \n",
+       "247553  N571JB     669    JFK  SJC     362.0      2569  20.0    29.0  \n",
+       "247554  N787SA     625    EWR  MDW     102.0       711  20.0    32.0  \n",
+       "247556  N37274    1259    LGA  IAH     184.0      1416  20.0    39.0  \n",
+       "247557  N3JVAA    1901    JFK  IAH     191.0      1417  20.0    39.0  \n",
+       "247560  N77525    1703    EWR  BOS      36.0       200  20.0    42.0  \n",
+       "247561  N3JHAA    1762    JFK  BOS      41.0       187  20.0    45.0  \n",
+       "247562  N793JB     415    JFK  SFO     327.0      2586  20.0    46.0  \n",
+       "247563  N960WN     542    LGA  MKE     102.0       738  20.0    46.0  \n",
+       "247564  N11539    4361    EWR  TYS      92.0       631  20.0    46.0  \n",
+       "247566  N937XJ    3476    JFK  DTW       NaN       509  20.0    50.0  \n",
+       "247567  N608JB      71    JFK  SLC     268.0      1990  20.0    51.0  \n",
+       "247571  N958UW    2142    LGA  BOS      36.0       184  21.0     2.0  \n",
+       "247576  N715JB     135    JFK  PHX     275.0      2153  21.0    34.0  \n",
+       "247578  N644JB     105    JFK  ORD     107.0       740  21.0    39.0  \n",
+       "247579  N37273    1682    EWR  FLL     140.0      1065  21.0    41.0  \n",
+       "247580  N635JB     359    JFK  BUR     321.0      2465  21.0    46.0  \n",
+       "247581  N323NB    1091    JFK  SAT     196.0      1587  21.0    53.0  \n",
+       "247582  N932XJ    3285    JFK  MSY     146.0      1182  21.0    59.0  \n",
+       "247583  N267WN    1454    EWR  MSY     151.0      1167  21.0    59.0  \n",
+       "247584  N518UA     771    JFK  LAX     304.0      2475  22.0     1.0  \n",
+       "247585  N807JB     523    JFK  LAX     315.0      2475  22.0     2.0  \n",
+       "247587  N465UA     350    EWR  IAH     167.0      1400  22.0     6.0  \n",
+       "247588  N475UA     675    EWR  SEA     332.0      2402  22.0     9.0  \n",
+       "247589  N13969    4224    EWR  MKE     107.0       725  22.0     9.0  \n",
+       "247591  N199DN    2363    JFK  LAX     300.0      2475  22.0    14.0  \n",
+       "247592  N351NB    2042    EWR  ATL     115.0       746  22.0    16.0  \n",
+       "247594  N849UA     435    EWR  SAN     306.0      2425  22.0    23.0  \n",
+       "247595  N959AT     778    LGA  ATL     121.0       762  22.0    23.0  \n",
+       "247596  N540UA     485    EWR  DEN     212.0      1605  22.0    24.0  \n",
+       "247597  N3EYAA     791    LGA  DFW     180.0      1389  22.0    24.0  \n",
+       "247598  N451UA     234    EWR  DFW     179.0      1372  22.0    30.0  \n",
+       "247599  N796JB     527    EWR  MCO     124.0       937  22.0    35.0  \n",
+       "247600  N534MQ    3134    EWR  ORD     101.0       719  22.0    42.0  \n",
+       "247601  N484WN     580    EWR  HOU     175.0      1411  22.0    44.0  \n",
+       "247602  N348JB     775    JFK  MSY     149.0      1182  22.0    45.0  \n",
+       "247603  N11107    4543    EWR  DSM     143.0      1017  22.0    59.0  \n",
+       "247604  N622VA      29    JFK  SFO     345.0      2586  23.0     4.0  \n",
+       "247607  N16987    5682    EWR  MKE     109.0       725  23.0     9.0  \n",
+       "247608  N721MQ    3367    LGA  XNA     164.0      1147  23.0    11.0  \n",
+       "247609  N373DA    2065    JFK  FLL     140.0      1069  23.0    11.0  \n",
+       "247610  N933LR    2751    LGA  CLT      76.0       544  23.0    15.0  \n",
+       "247611  N324AA     185    JFK  LAX     299.0      2475  23.0    16.0  \n",
+       "247612  N658JB     915    JFK  SFO     330.0      2586  23.0    16.0  \n",
+       "247613  N342NB     985    JFK  BOS      30.0       187  23.0    23.0  \n",
+       "247614  N811MQ    3486    LGA  BNA     113.0       764  23.0    24.0  \n",
+       "247615  N624VA     415    JFK  LAX     311.0      2475  23.0    25.0  \n",
+       "247616  N438UA     261    EWR  IAH     172.0      1400  23.0    26.0  \n",
+       "247617  N21154    4649    LGA  CLE      66.0       419  23.0    26.0  \n",
+       "247618  N566JB     425    JFK  TPA     132.0      1005  23.0    32.0  \n",
+       "247619  N11191    4322    EWR  ROC      40.0       246  23.0    34.0  \n",
+       "247620  N542UW     297    JFK  CLT      76.0       541  23.0    36.0  \n",
+       "247621  N930XJ    3542    JFK  MSP     144.0      1029  23.0    41.0  \n",
+       "247622  N503JB     305    EWR  FLL       NaN      1065  23.0    46.0  \n",
+       "247623  N627JB     623    JFK  LAX     312.0      2475  23.0    46.0  \n",
+       "247624  N588JB     611    JFK  LAS     292.0      2248  23.0    47.0  \n",
+       "247625  N13913    4368    EWR  DAY      87.0       533  23.0    47.0  \n",
+       "247626  N829UA     594    LGA  IAH     175.0      1416  23.0    48.0  \n",
+       "247627  N247JB    2680    EWR  BOS      42.0       200  23.0    54.0  \n",
+       "247628  N722TW    1643    JFK  SEA     327.0      2422  23.0    54.0  \n",
+       "247629  N851UA     691    LGA  ORD     111.0       733  23.0    55.0  \n",
+       "247630  N509JB    1103    JFK  SJU     204.0      1598  23.0    56.0  \n",
+       "247726  N376DA    1729    JFK  LAS     289.0      2248   0.0     2.0  \n",
+       "247727  N935WN    1271    EWR  MDW      98.0       711   0.0     6.0  \n",
+       "247728  N925XJ    3385    JFK  BOS      44.0       187   0.0     7.0  \n",
+       "247729  N504JB     499    LGA  MCO     130.0       950   0.0    13.0  \n",
+       "247730  N348JB     702    JFK  BUF      59.0       301   0.0    19.0  \n",
+       "247731  N531JB     623    JFK  LAX     320.0      2475   0.0    19.0  \n",
+       "247732  N638JB      97    JFK  DEN     208.0      1626   0.0    25.0  \n",
+       "247733  N482WN     579    LGA  MDW     100.0       725   0.0    32.0  \n",
+       "247734  N639JB     425    JFK  TPA     139.0      1005   0.0    33.0  \n",
+       "247735  N452UA     407    EWR  IAH     179.0      1400   0.0    34.0  \n",
+       "247736  N663DN      61    LGA  ATL     102.0       762   0.0    38.0  \n",
+       "247737  N298JB    2002    JFK  BUF      50.0       301   0.0    40.0  \n",
+       "247738  N635JB    1201    JFK  FLL     152.0      1069   0.0    45.0  \n",
+       "247739  N583JB     611    JFK  LAS     297.0      2248   0.0    50.0  \n",
+       "247740  N76288    1611    EWR  IAH     193.0      1400   0.0    51.0  \n",
+       "247741  N963WN    1454    EWR  MSY     167.0      1167   0.0    52.0  \n",
+       "247742  N912DL    1435    LGA  TPA     144.0      1010   0.0    58.0  \n",
+       "247743  N644JB    1271    LGA  FLL     142.0      1076   0.0    59.0  \n",
+       "247744  N608JB     305    EWR  FLL     141.0      1065   1.0     6.0  \n",
+       "247745  N48901    4695    EWR  MHT      37.0       209   1.0     7.0  \n",
+       "247746  N360NB    2042    EWR  ATL     106.0       746   1.0    21.0  \n",
+       "247747  N509JB    1503    JFK  SJU     195.0      1598   1.0    25.0  \n",
+       "247748  N543UW    1531    LGA  CLT      83.0       544   1.0    25.0  \n",
+       "247749  N809JB    1183    JFK  MCO     128.0       944   1.0    39.0  \n",
+       "247750  N913DE    1247    LGA  ATL     107.0       762   1.0    44.0  \n",
+       "247751  N550NW     947    LGA  ATL     106.0       762   1.0    50.0  \n",
+       "247752  N322NB     926    EWR  ATL     104.0       746   1.0    54.0  \n",
+       "247753  N562JB    1371    LGA  FLL     137.0      1076   1.0    57.0  \n",
+       "247754  N13949    4580    EWR  BTV      43.0       266   1.0    59.0  \n",
+       "247755  N78285    1665    EWR  LAX     309.0      2454   2.0     7.0  \n",
+       "247756  N568JB     745    JFK  PSE     199.0      1617   3.0    17.0  \n",
+       "247861  N12552    3806    EWR  IAD      40.0       212   7.0    20.0  \n",
+       "247933  N516JB     525    JFK  TPA     134.0      1005   8.0    35.0  \n",
+       "247935  N78285    1144    EWR  MCO     126.0       937   8.0    37.0  \n",
+       "247939  N809JB     683    JFK  MCO     127.0       944   8.0    38.0  \n",
+       "247941  N585JB     905    JFK  ORD     109.0       740   8.0    39.0  \n",
+       "247947  N337JB     163    JFK  SRQ     143.0      1041   8.0    47.0  \n",
+       "247980  N320AA      33    JFK  LAX     306.0      2475   9.0    14.0  \n",
+       "247985  N37408    1492    EWR  ORD      99.0       719   9.0    25.0  \n",
+       "247988  N539MQ    3355    LGA  BNA     105.0       764   9.0    28.0  \n",
+       "248018  N8501F    4248    JFK  CHS      92.0       636  10.0     3.0  \n",
+       "248025  N559JB      15    JFK  SFO     338.0      2586  10.0    15.0  \n",
+       "248028  N195UW    1101    LGA  CLT      78.0       544  10.0    19.0  \n",
+       "248030  N12201    4419    EWR  XNA     159.0      1131  10.0    22.0  \n",
+       "248031  N909XJ    3427    JFK  DCA      40.0       213  10.0    23.0  \n",
+       "248037  N194UW    1831    JFK  CLT      79.0       541  10.0    26.0  \n",
+       "248046  N340NB    1057    LGA  MIA     147.0      1096  10.0    41.0  \n",
+       "248048  N14153    4380    EWR  MSP     138.0      1008  10.0    44.0  \n",
+       "248069  N568JB     223    JFK  LAX     321.0      2475  11.0     7.0  \n",
+       "248076  N15912    4255    EWR  CHS      92.0       628  11.0    15.0  \n",
+       "248089  N712JB     925    JFK  TPA     145.0      1005  11.0    35.0  \n",
+       "248091  N662JB     411    JFK  LAS     298.0      2248  11.0    37.0  \n",
+       "248098  N327AA     179    JFK  SFO     333.0      2586  11.0    48.0  \n",
+       "248108  N549UW     196    JFK  PHX     288.0      2153  11.0    55.0  \n",
+       "248121  N625VA      23    JFK  SFO     332.0      2586  12.0     4.0  \n",
+       "248124  N118US    1501    EWR  CLT      79.0       529  12.0     7.0  \n",
+       "248126  N530VA     187    EWR  SFO     326.0      2565  12.0    10.0  \n",
+       "248127  N519JB      53    JFK  PBI     137.0      1028  12.0    11.0  \n",
+       "248133  N4XLAA     325    LGA  ORD     101.0       733  12.0    30.0  \n",
+       "248158  N511MQ    3461    LGA  BNA     109.0       764  12.0    59.0  \n",
+       "248163  N554UA     580    JFK  SFO     335.0      2586  13.0     7.0  \n",
+       "248171  N722TW     863    JFK  LAX     317.0      2475  13.0    20.0  \n",
+       "248176  N4YGAA     329    LGA  ORD     102.0       733  13.0    22.0  \n",
+       "248177  N12126    4709    EWR  RDU      67.0       416  13.0    22.0  \n",
+       "248196  N521MQ    3658    LGA  ATL     112.0       762  13.0    50.0  \n",
+       "248206  N14972    4118    EWR  DTW      82.0       488  14.0     2.0  \n",
+       "248207  N41140    1734    EWR  ORD     100.0       719  14.0     3.0  \n",
+       "248217  N37253    1037    EWR  BOS      40.0       200  14.0    17.0  \n",
+       "248223  N16918    4552    EWR  GSO      73.0       445  14.0    30.0  \n",
+       "248259  N214WN    2261    EWR  PHX     279.0      2133  15.0     8.0  \n",
+       "248260  N753EV    5148    EWR  ATL     120.0       746  15.0    13.0  \n",
+       "248273  N323AA     117    JFK  LAX     308.0      2475  15.0    27.0  \n",
+       "248279  N238JB    1373    JFK  CHS      96.0       636  15.0    35.0  \n",
+       "248281  N501MQ    3305    LGA  RDU      70.0       431  15.0    39.0  \n",
+       "248291  N809JB    1883    JFK  MCO     135.0       944  15.0    53.0  \n",
+       "248299  N604QX    4978    LGA  CLT      89.0       544  15.0    55.0  \n",
+       "248311  N78285    1122    EWR  PBI     136.0      1023  16.0     5.0  \n",
+       "248312  N319NB     127    JFK  DTW      82.0       509  16.0     5.0  \n",
+       "248314  N698MQ    2815    JFK  CLE      78.0       425  16.0    10.0  \n",
+       "248317  N914DE    1685    LGA  MCO     132.0       950  16.0    12.0  \n",
+       "248322  N914XJ    3325    JFK  DFW     191.0      1391  16.0    17.0  \n",
+       "248326  N806JB      83    JFK  MCO     131.0       944  16.0    20.0  \n",
+       "248327  N591JB    1171    LGA  FLL     149.0      1076  16.0    22.0  \n",
+       "248331  N924DL    2181    LGA  MCO     129.0       950  16.0    27.0  \n",
+       "248332  N331NB    1164    JFK  BOS      37.0       187  16.0    29.0  \n",
+       "248336  N925XJ    3318    JFK  BUF      55.0       301  16.0    32.0  \n",
+       "248337  N931DL    1819    LGA  MSP     143.0      1020  16.0    32.0  \n",
+       "248340  N679MQ    3202    JFK  IND     110.0       665  16.0    34.0  \n",
+       "248345  N817UA     439    EWR  SAN     310.0      2425  16.0    42.0  \n",
+       "248348  N385DN    2280    JFK  FLL     150.0      1069  16.0    45.0  \n",
+       "248353  N16217    1558    EWR  SFO     357.0      2565  16.0    59.0  \n",
+       "248354  N15912    4502    EWR  BNA     118.0       748  16.0    59.0  \n",
+       "248363  N725UW    1899    LGA  CLT     113.0       544  17.0     4.0  \n",
+       "248364  N468UA     824    EWR  CLE      68.0       404  17.0     6.0  \n",
+       "248366  N76522    1587    EWR  RSW     170.0      1068  17.0     7.0  \n",
+       "248369  N16178    4684    EWR  SDF     106.0       642  17.0    12.0  \n",
+       "248371  N3BAAA    1750    JFK  BOS      40.0       187  17.0    17.0  \n",
+       "248372  N996DL    1619    LGA  MSP     146.0      1020  17.0    18.0  \n",
+       "248375  N509JB    1729    JFK  RSW     151.0      1074  17.0    22.0  \n",
+       "248376  N602LR    3341    JFK  DTW      82.0       509  17.0    25.0  \n",
+       "248378  N720MQ    3532    LGA  XNA     172.0      1147  17.0    27.0  \n",
+       "248384  N78501    1638    EWR  CLE      69.0       404  17.0    30.0  \n",
+       "248385  N330NW    1935    LGA  TPA     149.0      1010  17.0    32.0  \n",
+       "248388  N338NB     402    JFK  BOS      41.0       187  17.0    35.0  \n",
+       "248392  N506JB    1161    LGA  PBI     154.0      1035  17.0    38.0  \n",
+       "248393  N353NB    1231    LGA  DTW      90.0       502  17.0    40.0  \n",
+       "248400  N735MQ    3556    LGA  DTW      96.0       502  17.0    55.0  \n",
+       "248403  N507JB      89    JFK  SAN     315.0      2446  18.0     0.0  \n",
+       "248404  N953UW    1607    LGA  PHL      28.0        96  18.0     0.0  \n",
+       "248406  N712EV    4878    LGA  RDU      73.0       431  18.0     3.0  \n",
+       "248407  N567UA     509    LGA  DEN     223.0      1620  18.0     6.0  \n",
+       "248410  N739GB    2625    LGA  MDW     128.0       725  18.0     8.0  \n",
+       "248412  N624VA     413    JFK  LAX     338.0      2475  18.0    10.0  \n",
+       "248413  N760US    2179    LGA  DCA      62.0       214  18.0    11.0  \n",
+       "248417  N533UA     996    EWR  SFO     353.0      2565  18.0    23.0  \n",
+       "248424  N11551    4300    EWR  RIC      67.0       277  18.0    29.0  \n",
+       "248426  N466UA     207    EWR  PBI     174.0      1023  18.0    32.0  \n",
+       "248430  N545AA     345    LGA  ORD     116.0       733  18.0    35.0  \n",
+       "248431  N840UA     689    LGA  ORD     115.0       733  18.0    36.0  \n",
+       "248432  N76515    1740    EWR  IAH     197.0      1400  18.0    36.0  \n",
+       "248433  N724MQ    3411    LGA  RDU      75.0       431  18.0    37.0  \n",
+       "248434  N76505    1141    EWR  SFO     339.0      2565  18.0    42.0  \n",
+       "248435  N417UA     516    LGA  IAH     192.0      1416  18.0    48.0  \n",
+       "248436  N3GKAA    1901    JFK  IAH     183.0      1417  18.0    48.0  \n",
+       "248439  N853VA      27    JFK  SFO     358.0      2586  18.0    52.0  \n",
+       "248445  N328AA     133    JFK  LAX     310.0      2475  19.0     5.0  \n",
+       "248446  N663MQ    3216    JFK  ORF      67.0       290  19.0     6.0  \n",
+       "248447  N832AS    5713    LGA  IAD      46.0       229  19.0     7.0  \n",
+       "248449  N347NW     479    EWR  SLC     278.0      1969  19.0     9.0  \n",
+       "248450  N373JB     918    JFK  BOS      42.0       187  19.0    10.0  \n",
+       "248452  N228JB     408    JFK  PWM      47.0       273  19.0    15.0  \n",
+       "248453  N21130    5797    EWR  RIC      65.0       277  19.0    16.0  \n",
+       "248454  N372DA    1394    JFK  PDX     311.0      2454  19.0    17.0  \n",
+       "248457  N711MQ    3402    LGA  TVC      96.0       655  19.0    27.0  \n",
+       "248459  N784JB     415    JFK  SFO     368.0      2586  19.0    28.0  \n",
+       "248461  N8515F    3932    EWR  CVG      92.0       569  19.0    32.0  \n",
+       "248462  N760JB     327    EWR  MCO     140.0       937  19.0    33.0  \n",
+       "248464  N705TW    1543    JFK  SEA     320.0      2422  19.0    35.0  \n",
+       "248468  N723EV    5599    LGA  CHS     119.0       641  19.0    41.0  \n",
+       "248470  N3GGAA     269    JFK  SEA     330.0      2422  19.0    44.0  \n",
+       "248471  N455UA     675    EWR  SEA     316.0      2402  19.0    46.0  \n",
+       "248472  N11121    4532    EWR  CHS     101.0       628  19.0    46.0  \n",
+       "248473  N349NW    2383    LGA  PWM      46.0       269  19.0    49.0  \n",
+       "248477  N599JB     359    JFK  BUR     316.0      2465  19.0    55.0  \n",
+       "248478  N375NC    2231    LGA  DTW      88.0       502  19.0    56.0  \n",
+       "248479  N834AY    3788    JFK  PHL      27.0        94  19.0    57.0  \n",
+       "248481  N73276    1061    EWR  DFW     182.0      1372  20.0     1.0  \n",
+       "248482  N630VA     193    EWR  SFO     360.0      2565  20.0     2.0  \n",
+       "248483  N709TW    1643    JFK  SEA     314.0      2422  20.0     2.0  \n",
+       "248485  N971DL    1585    LGA  MCO     145.0       950  20.0     8.0  \n",
+       "248486  N431UA     525    EWR  DEN     232.0      1605  20.0     9.0  \n",
+       "248492  N339AA     177    JFK  SFO     358.0      2586  20.0    20.0  \n",
+       "248493  N14230    1664    EWR  MIA     165.0      1085  20.0    21.0  \n",
+       "248494  N310NW    2019    LGA  MSP     147.0      1020  20.0    24.0  \n",
+       "248495  N855UA     691    LGA  ORD     105.0       733  20.0    26.0  \n",
+       "248496  N623JB    1013    JFK  LGB     325.0      2465  20.0    27.0  \n",
+       "248498  N346NB    1715    LGA  MSY     167.0      1183  20.0    31.0  \n",
+       "248499  N37252    1637    EWR  TPA     143.0       997  20.0    32.0  \n",
+       "248500  N525AS       7    EWR  SEA     342.0      2402  20.0    32.0  \n",
+       "248502  N13566    4224    EWR  MKE     113.0       725  20.0    34.0  \n",
+       "248503  N754SW    2603    LGA  BNA     118.0       764  20.0    35.0  \n",
+       "248504  N328JB    1407    JFK  IAD      44.0       228  20.0    37.0  \n",
+       "248506  N227WN     580    EWR  HOU     190.0      1411  20.0    39.0  \n",
+       "248507  N499WN     542    LGA  MKE     107.0       738  20.0    41.0  \n",
+       "248508  N359NW    1854    LGA  FLL     172.0      1076  20.0    41.0  \n",
+       "248509  N346JB    2580    EWR  BOS      43.0       200  20.0    43.0  \n",
+       "248510  N827MQ    3365    JFK  DCA      85.0       213  20.0    48.0  \n",
+       "248511  N3JAAA    1762    JFK  BOS      40.0       187  20.0    50.0  \n",
+       "248512  N767SW     345    LGA  DEN     226.0      1620  20.0    51.0  \n",
+       "248513  N371DA    1485    LGA  MCO     134.0       950  20.0    51.0  \n",
+       "248514  N324AA     181    JFK  LAX     324.0      2475  20.0    54.0  \n",
+       "248515  N523VA     169    EWR  LAX     348.0      2454  20.0    54.0  \n",
+       "248516  N673DL      87    JFK  SLC     265.0      1990  20.0    55.0  \n",
+       "248517  N184JB    1202    JFK  BUF      59.0       301  21.0     4.0  \n",
+       "248520  N653JB     711    JFK  LAS     289.0      2248  21.0     6.0  \n",
+       "248522  N11193    4131    EWR  RIC      69.0       277  21.0    12.0  \n",
+       "248524  N412UA     693    LGA  ORD     102.0       733  21.0    15.0  \n",
+       "248525  N236JB     201    JFK  FLL     163.0      1069  21.0    15.0  \n",
+       "248526  N329NW    2041    JFK  ATL     110.0       760  21.0    23.0  \n",
+       "248528  N73445    1532    EWR  SFO     330.0      2565  21.0    26.0  \n",
+       "248529  N907XJ    3542    JFK  MSP     142.0      1029  21.0    33.0  \n",
+       "248530  N560UA     771    JFK  LAX     349.0      2475  21.0    34.0  \n",
+       "248531  N11547    3853    EWR  BUF      50.0       282  21.0    38.0  \n",
+       "248532  N331NB    1091    JFK  SAT     205.0      1587  21.0    45.0  \n",
+       "248533  N629VA      29    JFK  SFO     337.0      2586  21.0    47.0  \n",
+       "248534  N932WN     625    EWR  MDW     105.0       711  21.0    50.0  \n",
+       "248535  N12221    1703    EWR  BOS      42.0       200  21.0    55.0  \n",
+       "248536  N942AT     778    LGA  ATL     117.0       762  21.0    57.0  \n",
+       "248537  N789JB     135    JFK  PHX     284.0      2153  22.0     0.0  \n",
+       "248538  N37466    1292    EWR  FLL     145.0      1065  22.0     1.0  \n",
+       "248539  N716EV    5268    LGA  CLT      87.0       544  22.0     2.0  \n",
+       "248540  N3HTAA     791    LGA  DFW     192.0      1389  22.0     3.0  \n",
+       "248541  N920DE      83    JFK  MIA     153.0      1089  22.0     4.0  \n",
+       "248542  N17108    4649    LGA  CLE      65.0       419  22.0     5.0  \n",
+       "248543  N258JB    1295    JFK  AUS     207.0      1521  22.0     9.0  \n",
+       "248544  N11192    4204    EWR  OKC     183.0      1325  22.0    10.0  \n",
+       "248545  N447UA     725    EWR  AUS     202.0      1504  22.0    14.0  \n",
+       "248546  N77258    1071    EWR  BQN     191.0      1585  22.0    14.0  \n",
+       "248547  N822UA     417    EWR  SFO     335.0      2565  22.0    16.0  \n",
+       "248548  N77261    1555    EWR  SAN     320.0      2425  22.0    18.0  \n",
+       "248549  N378NW    1321    EWR  MSP     129.0      1008  22.0    18.0  \n",
+       "248550  N371CA    5395    LGA  TVC      87.0       655  22.0    19.0  \n",
+       "248551  N412WN      19    EWR  STL     126.0       872  22.0    20.0  \n",
+       "248552  N523MQ    3604    EWR  ORD      99.0       719  22.0    21.0  \n",
+       "248553  N468UA     318    EWR  SEA     299.0      2402  22.0    22.0  \n",
+       "248554  N16703    1053    EWR  CLE      58.0       404  22.0    23.0  \n",
+       "248555  N13970    4480    EWR  CLT      86.0       529  22.0    23.0  \n",
+       "248556  N24224    1680    EWR  MIA     147.0      1085  22.0    26.0  \n",
+       "248557  N594JB     153    JFK  PBI     151.0      1028  22.0    26.0  \n",
+       "248558  N847UA     751    EWR  BOS      43.0       200  22.0    28.0  \n",
+       "248559  N824UA     994    EWR  BOS      43.0       200  22.0    30.0  \n",
+       "248560  N21154    4368    EWR  DAY      86.0       533  22.0    30.0  \n",
+       "248561  N31412    1417    EWR  PBI     154.0      1023  22.0    33.0  \n",
+       "248562  N334JB     418    JFK  BOS      39.0       187  22.0    33.0  \n",
+       "248563  N753US    2191    LGA  DCA      42.0       214  22.0    34.0  \n",
+       "248565  N519JB     105    JFK  ORD     105.0       740  22.0    44.0  \n",
+       "248566  N474UA     291    EWR  BOS      43.0       200  22.0    46.0  \n",
+       "248567  N3758Y     971    JFK  DEN     216.0      1626  22.0    48.0  \n",
+       "248568  N965DL    2391    JFK  TPA     141.0      1005  22.0    48.0  \n",
+       "248570  N190DN    2363    JFK  LAX     313.0      2475  22.0    52.0  \n",
+       "248571  N958DL     975    LGA  PIT      53.0       335  22.0    53.0  \n",
+       "248572  N593JB     915    JFK  SFO     342.0      2586  22.0    58.0  \n",
+       "248573  N335AA     185    JFK  LAX     320.0      2475  22.0    59.0  \n",
+       "248574  N35260    1682    EWR  FLL     139.0      1065  23.0     2.0  \n",
+       "248575  N934XJ    3525    JFK  ORD     104.0       740  23.0     4.0  \n",
+       "248576  N11107    4333    EWR  TUL     168.0      1215  23.0     5.0  \n",
+       "248577  N238JB     686    JFK  ROC      50.0       264  23.0     9.0  \n",
+       "248578  N19966    4361    EWR  TYS      99.0       631  23.0    11.0  \n",
+       "248579  N640JB     527    EWR  MCO     125.0       937  23.0    16.0  \n",
+       "248580  N338NB     985    JFK  BOS      44.0       187  23.0    16.0  \n",
+       "248581  N511MQ    3674    LGA  CLE      62.0       419  23.0    19.0  \n",
+       "248582  N779JB     165    JFK  PDX     317.0      2454  23.0    21.0  \n",
+       "248583  N397DA     347    JFK  SJU     192.0      1598  23.0    21.0  \n",
+       "248584  N37471    1244    EWR  SJU     191.0      1608  23.0    23.0  \n",
+       "248585  N320AA      21    JFK  LAX     311.0      2475  23.0    29.0  \n",
+       "248586  N29906    4119    EWR  RIC      56.0       277  23.0    31.0  \n",
+       "248587  N198JB    2680    EWR  BOS      45.0       200  23.0    35.0  \n",
+       "248588  N228JB     775    JFK  MSY     164.0      1182  23.0    41.0  \n",
+       "248589  N603JB     299    LGA  MCO     127.0       950  23.0    42.0  \n",
+       "248590  N645JB    1103    JFK  SJU     205.0      1598  23.0    47.0  \n",
+       "248591  N715JB     523    JFK  LAX     319.0      2475  23.0    50.0  \n",
+       "248592  N77431    1667    EWR  LAS     288.0      2227  23.0    51.0  \n",
+       "248593  N36272    1241    EWR  TPA     136.0       997  23.0    52.0  \n",
+       "248594  N631VA     415    JFK  LAX     327.0      2475  23.0    54.0  \n",
+       "248595  N721MQ    3573    LGA  CMH      75.0       479  23.0    55.0  \n",
+       "248596  N14952    4536    EWR  CVG      95.0       569  23.0    59.0  \n",
+       "248720  N198JB     718    JFK  BOS      34.0       187   0.0    11.0  \n",
+       "248721  N554JB    1103    JFK  SJU     194.0      1598   0.0    15.0  \n",
+       "248722  N358JB     486    JFK  ROC      46.0       264   0.0    17.0  \n",
+       "248724  N588JB     839    JFK  BQN     190.0      1576   1.0    18.0  \n",
+       "248725  N552JB    1503    JFK  SJU     194.0      1598   1.0    25.0  \n",
+       "248843  N571JB     905    JFK  ORD     111.0       740   7.0    56.0  \n",
+       "248877  N319AA     443    JFK  MIA     148.0      1089   8.0    28.0  \n",
+       "248889  N459WN    1312    EWR  DEN     210.0      1605   8.0    43.0  \n",
+       "248891  N839VA     183    EWR  SFO     329.0      2565   8.0    49.0  \n",
+       "248913  N327NB    2119    LGA  MSP     127.0      1020   9.0     4.0  \n",
+       "248920  N13553    4533    EWR  BUF      47.0       282   9.0    13.0  \n",
+       "248922  N14543    5963    EWR  ALB      32.0       143   9.0    15.0  \n",
+       "248923  N800MQ    3370    JFK  DCA      54.0       213   9.0    17.0  \n",
+       "248943  N563UA     421    EWR  SFO     313.0      2565   9.0    50.0  \n",
+       "248961  N167US    1733    LGA  CLT      81.0       544  10.0     6.0  \n",
+       "248963  N342NB    1057    LGA  MIA     158.0      1096  10.0     9.0  \n",
+       "248981  N14923    4420    EWR  ORF      52.0       284  10.0    31.0  \n",
+       "248982  N31412    1684    EWR  MIA     149.0      1085  10.0    34.0  \n",
+       "248985  N355NW    1747    LGA  ATL     112.0       762  10.0    43.0  \n",
+       "249008  N11121    4322    EWR  CLE      60.0       404  11.0    20.0  \n",
+       "249015  N760US    1277    LGA  CLT      83.0       544  11.0    36.0  \n",
+       "249024  N228JB    1291    JFK  ACK      52.0       199  11.0    53.0  \n",
+       "249031  N14543    4445    EWR  IND     105.0       645  11.0    57.0  \n",
+       "249037  N39423    1166    EWR  IAH     185.0      1400  12.0     2.0  \n",
+       "249040  N524UW     196    JFK  PHX     281.0      2153  12.0     3.0  \n",
+       "249047  N662JB    1129    JFK  RSW     168.0      1074  12.0    16.0  \n",
+       "249051  N715JB     925    JFK  TPA     167.0      1005  12.0    20.0  \n",
+       "249052  N14972    4140    EWR  ATL     115.0       746  12.0    22.0  \n",
+       "249063  N709TW    1543    JFK  SEA     301.0      2422  12.0    45.0  \n",
+       "249071  N11140    4348    EWR  MSP     130.0      1008  12.0    49.0  \n",
+       "249094  N13553    5816    EWR  DAY      83.0       533  13.0    21.0  \n",
+       "249108  N29906    5677    EWR  CVG      97.0       569  13.0    43.0  \n",
+       "249121  N5CAAA    2041    JFK  MIA     163.0      1089  14.0     2.0  \n",
+       "249130  N26215    1700    EWR  SFO     310.0      2565  14.0    20.0  \n",
+       "249131  N14923    4118    EWR  DTW      80.0       488  14.0    24.0  \n",
+       "249137  N522AA     331    LGA  ORD     108.0       733  14.0    31.0  \n",
+       "249179  N713MQ    3340    LGA  DTW      78.0       502  15.0    14.0  \n",
+       "249187  N537JB     927    EWR  MCO     131.0       937  15.0    18.0  \n",
+       "249207  N920DL    1902    LGA  PBI     144.0      1035  15.0    43.0  \n",
+       "249215  N273JB     477    JFK  JAX     125.0       828  15.0    55.0  \n",
+       "249222  N11192    4085    EWR  OMA     154.0      1134  16.0     2.0  \n",
+       "249231  N16541    4111    EWR  CHS      96.0       628  16.0    13.0  \n",
+       "249242  N595JB      83    JFK  MCO     137.0       944  16.0    24.0  \n",
+       "249244  N369NB     127    JFK  DTW      85.0       509  16.0    25.0  \n",
+       "249248  N328JB     581    JFK  HOU     195.0      1428  16.0    28.0  \n",
+       "249260  N396AA      85    JFK  SFO     321.0      2586  16.0    34.0  \n",
+       "249262  N915AT     318    LGA  CAK      61.0       397  16.0    37.0  \n",
+       "249265  N4WLAA    2223    LGA  STL     138.0       888  16.0    44.0  \n",
+       "249266  N556JB     213    JFK  LGB     320.0      2465  16.0    50.0  \n",
+       "249281  N4WJAA     341    LGA  ORD     109.0       733  17.0     6.0  \n",
+       "249282  N25705    1593    EWR  MCO     140.0       937  17.0     8.0  \n",
+       "249294  N18557    4522    EWR  BNA     120.0       748  17.0    15.0  \n",
+       "249307  N625JB    1729    JFK  RSW     157.0      1074  17.0    27.0  \n",
+       "249316  N703SW    1069    LGA  HOU     208.0      1428  17.0    34.0  \n",
+       "249317  N14231    1695    EWR  IAH     195.0      1400  17.0    35.0  \n",
+       "249318  N807JB     283    JFK  MCO     140.0       944  17.0    35.0  \n",
+       "249320  N926XJ    3523    JFK  ORD     110.0       740  17.0    41.0  \n",
+       "249322  N588JB    1801    JFK  FLL     146.0      1069  17.0    41.0  \n",
+       "249324  N784JB    1117    LGA  TPA     149.0      1010  17.0    47.0  \n",
+       "249325  N14977    3267    EWR  ORF      51.0       284  17.0    47.0  \n",
+       "249327  N36915    4381    EWR  DTW      80.0       488  17.0    49.0  \n",
+       "249338  N716EV    4949    LGA  GSO      71.0       461  18.0     1.0  \n",
+       "249339  N342NB    1705    LGA  MSY     171.0      1183  18.0     3.0  \n",
+       "249343  N511MQ    3199    LGA  CLT      89.0       544  18.0    10.0  \n",
+       "249353  N187JB    1105    JFK  ORD     115.0       740  18.0    22.0  \n",
+       "249354  N909XJ    3310    JFK  MCI     169.0      1113  18.0    24.0  \n",
+       "249356  N13553    5827    EWR  BUF      48.0       282  18.0    24.0  \n",
+       "249357  N996DL    2331    LGA  DTW      78.0       502  18.0    25.0  \n",
+       "249363  N14558    4121    EWR  RDU      68.0       416  18.0    28.0  \n",
+       "249365  N439UA     485    EWR  DEN     200.0      1605  18.0    29.0  \n",
+       "249396  N936XJ    3400    JFK  MKE     107.0       745  19.0    20.0  \n",
+       "249398  N14923    4373    EWR  DCA      38.0       199  19.0    20.0  \n",
+       "249415  N591JB     153    JFK  PBI     147.0      1028  19.0    38.0  \n",
+       "249418  N927XJ    3341    JFK  DTW      78.0       509  19.0    44.0  \n",
+       "249420  N903XJ    3542    JFK  MSP     135.0      1029  19.0    46.0  \n",
+       "249422  N378DA     245    JFK  PHX     290.0      2153  19.0    48.0  \n",
+       "249434  N76522    1025    EWR  SFO     331.0      2565  20.0     0.0  \n",
+       "249437  N198JB    1202    JFK  BUF      53.0       301  20.0     1.0  \n",
+       "249446  N3731T    1629    JFK  LAS     277.0      2248  20.0    11.0  \n",
+       "249451  N449UA     736    EWR  PHX     282.0      2133  20.0    21.0  \n",
+       "249452  N923XJ    3525    JFK  ORD     111.0       740  20.0    31.0  \n",
+       "249465  N605LR    3380    JFK  JAX     123.0       828  20.0    59.0  \n",
+       "249466  N190JB     201    JFK  FLL     147.0      1069  21.0     3.0  \n",
+       "249468  N390DA    2159    JFK  MCO     135.0       944  21.0     5.0  \n",
+       "249469  N337JB     918    JFK  BOS      40.0       187  21.0     6.0  \n",
+       "249473  N38473    1292    EWR  FLL     161.0      1065  21.0    14.0  \n",
+       "249474  N907XJ    3285    JFK  MSY     178.0      1182  21.0    14.0  \n",
+       "249476  N12136    3805    EWR  TYS      97.0       631  21.0    15.0  \n",
+       "249481  N16541    4583    EWR  PWM      50.0       284  21.0    28.0  \n",
+       "249488  N32404    1243    EWR  MIA     157.0      1085  21.0    37.0  \n",
+       "249496  N914XJ    3385    JFK  BOS      42.0       187  22.0     8.0  \n",
+       "249498  N568JB     165    JFK  PDX     312.0      2454  22.0    13.0  \n",
+       "249501  N566JB     135    JFK  PHX     270.0      2153  22.0    19.0  \n",
+       "249502  N273JB     702    JFK  BUF      52.0       301  22.0    22.0  \n",
+       "249505  N519JB     711    JFK  LAS     275.0      2248  22.0    42.0  \n",
+       "249509  N547JB     527    EWR  MCO     130.0       937  23.0    11.0  \n",
+       "249532  N594JB    1203    JFK  SJU     196.0      1598   0.0    12.0  \n",
+       "249533  N216JB     718    JFK  BOS      42.0       187   0.0    21.0  \n",
+       "249534  N927WN     579    LGA  MDW     105.0       725   0.0    23.0  \n",
+       "249536  N266JB    2002    JFK  BUF      52.0       301   0.0    43.0  \n",
+       "249537  N307JB     486    JFK  ROC      51.0       264   0.0    56.0  \n",
+       "249538  N633JB    1503    JFK  SJU     195.0      1598   1.0    16.0  \n",
+       "249539  N809JB     623    JFK  LAX     310.0      2475   1.0    53.0  \n",
+       "249540  N775JB     839    JFK  BQN     194.0      1576   2.0    17.0  \n",
+       "249665  N3HXAA    1895    EWR  MIA     164.0      1085   8.0     2.0  \n",
+       "249718  N513UA     311    EWR  DEN     214.0      1605   8.0    53.0  \n",
+       "249814  N602LR    3521    JFK  ORD     111.0       740  10.0    54.0  \n",
+       "249839  N21130    5806    EWR  OMA     152.0      1134  11.0    39.0  \n",
+       "249892  N12924    4696    EWR  RDU      71.0       416  12.0    50.0  \n",
+       "249915  N325US    1875    LGA  TPA     156.0      1010  13.0    13.0  \n",
+       "249924  N14972    5796    EWR  CLT      86.0       529  13.0    31.0  \n",
+       "249961  N12563    4628    EWR  STL     134.0       872  14.0    26.0  \n",
+       "249963  N718EV    5148    EWR  ATL     123.0       746  14.0    27.0  \n",
+       "249975  N819AY    3760    JFK  RIC      58.0       288  14.0    47.0  \n",
+       "249982  N961UW    1279    LGA  PHL      37.0        96  14.0    52.0  \n",
+       "249986  N16954    4398    EWR  CLE      71.0       404  14.0    53.0  \n",
+       "250003  N34137    1054    EWR  LAX     312.0      2454  15.0     8.0  \n",
+       "250012  N653JB     553    JFK  PBI     144.0      1028  15.0    22.0  \n",
+       "250015  N7739A     546    LGA  MKE     115.0       738  15.0    26.0  \n",
+       "250041  N535MQ    3669    LGA  ATL     117.0       762  16.0    22.0  \n",
+       "250043  N21723    1618    EWR  TPA     157.0       997  16.0    27.0  \n",
+       "250044  N811MQ    3391    LGA  CMH      80.0       479  16.0    28.0  \n",
+       "250047  N723TW    1565    JFK  SFO     317.0      2586  16.0    29.0  \n",
+       "250050  N556WN     216    EWR  MDW     108.0       711  16.0    39.0  \n",
+       "250056  N11565    5813    EWR  BTV      50.0       266  16.0    50.0  \n",
+       "250057  N557UA     257    JFK  SFO     374.0      2586  16.0    54.0  \n",
+       "250062  N13716    1542    LGA  CLE      73.0       419  16.0    58.0  \n",
+       "250064  N39450    1492    EWR  ORD     106.0       719  17.0     4.0  \n",
+       "250065  N523JB      83    JFK  MCO     138.0       944  17.0     5.0  \n",
+       "250070  N752EV    5091    LGA  PIT      60.0       335  17.0    15.0  \n",
+       "250073  N377AA      85    JFK  SFO     352.0      2586  17.0    26.0  \n",
+       "250078  N694MQ    3075    JFK  CVG      96.0       589  17.0    33.0  \n",
+       "250082  N920XJ    3540    JFK  MSP     141.0      1029  17.0    36.0  \n",
+       "250083  N520JB    1801    JFK  FLL     152.0      1069  17.0    36.0  \n",
+       "250086  N505MJ    3771    LGA  IAD      47.0       229  17.0    39.0  \n",
+       "250087  N295WN    1939    EWR  DEN     230.0      1605  17.0    41.0  \n",
+       "250088  N753EV    5432    LGA  BNA     113.0       764  17.0    41.0  \n",
+       "250089  N247JB     286    JFK  ROC      50.0       264  17.0    43.0  \n",
+       "250097  N4XRAA     883    EWR  DFW     192.0      1372  17.0    57.0  \n",
+       "250098  N968DL    1705    LGA  MSY     173.0      1183  17.0    59.0  \n",
+       "250099  N14562    4561    EWR  IAD      43.0       212  17.0    59.0  \n",
+       "250102  N953UW    2181    LGA  DCA      56.0       214  18.0     0.0  \n",
+       "250103  N646JB     543    EWR  PBI     163.0      1023  18.0     2.0  \n",
+       "250105  N963UW    2183    LGA  DCA      64.0       214  18.0     5.0  \n",
+       "250106  N15983    4140    EWR  ROC      43.0       246  18.0     5.0  \n",
+       "250107  N838VA      27    JFK  SFO     335.0      2586  18.0     9.0  \n",
+       "250108  N348JB    1105    JFK  ORD     118.0       740  18.0    11.0  \n",
+       "250109  N631VA     413    JFK  LAX     319.0      2475  18.0    15.0  \n",
+       "250111  N3KRAA     763    LGA  DFW     192.0      1389  18.0    19.0  \n",
+       "250114  N333NB     402    JFK  BOS      41.0       187  18.0    22.0  \n",
+       "250115  N422UA     721    EWR  FLL     151.0      1065  18.0    23.0  \n",
+       "250123  N815UA     273    EWR  DEN     210.0      1605  18.0    30.0  \n",
+       "250124  N806JB    1171    LGA  FLL     151.0      1076  18.0    30.0  \n",
+       "250126  N496AA     341    LGA  ORD     129.0       733  18.0    34.0  \n",
+       "250130  N3BHAA     695    JFK  AUS     205.0      1521  18.0    40.0  \n",
+       "250131  N595UA     512    JFK  SFO     338.0      2586  18.0    42.0  \n",
+       "250132  N3BTAA    2099    LGA  MIA     202.0      1096  18.0    42.0  \n",
+       "250133  N537AA     773    LGA  DFW     203.0      1389  18.0    43.0  \n",
+       "250134  N653AW     449    EWR  CLT      79.0       529  18.0    43.0  \n",
+       "250135  N369NW     479    EWR  SLC     251.0      1969  18.0    44.0  \n",
+       "250137  N593UA     207    EWR  SFO     335.0      2565  18.0    48.0  \n",
+       "250138  N318JB     918    JFK  BOS      39.0       187  18.0    52.0  \n",
+       "250140  N13994    4171    EWR  MSN     116.0       799  18.0    55.0  \n",
+       "250142  N543AA    2223    LGA  STL     124.0       888  18.0    57.0  \n",
+       "250144  N3ELAA     881    JFK  DFW     187.0      1391  19.0     0.0  \n",
+       "250146  N263AV     837    LGA  DEN     238.0      1620  19.0     0.0  \n",
+       "250147  N274JB     408    JFK  PWM      45.0       273  19.0     3.0  \n",
+       "250148  N757UW    2185    LGA  DCA      59.0       214  19.0     5.0  \n",
+       "250149  N77431    1166    EWR  IAH     191.0      1400  19.0     6.0  \n",
+       "250150  N507UA     254    EWR  MCO     131.0       937  19.0     8.0  \n",
+       "250153  N723MQ    3367    LGA  XNA     164.0      1147  19.0    10.0  \n",
+       "250154  N266JB    1734    JFK  BTV      46.0       266  19.0    10.0  \n",
+       "250161  N408UA     509    LGA  DEN     209.0      1620  19.0    20.0  \n",
+       "250162  N705JB     263    JFK  SEA     315.0      2422  19.0    20.0  \n",
+       "250163  N370NW    2331    LGA  DTW      80.0       502  19.0    21.0  \n",
+       "250166  N14558    4202    EWR  STL     129.0       872  19.0    25.0  \n",
+       "250168  N76505    1218    EWR  DFW     197.0      1372  19.0    27.0  \n",
+       "250169  N540UW     894    LGA  CLT      82.0       544  19.0    27.0  \n",
+       "250170  N394DA    2370    LGA  PBI     146.0      1035  19.0    27.0  \n",
+       "250172  N946UW    2179    LGA  DCA      44.0       214  19.0    28.0  \n",
+       "250173  N14121    1178    EWR  IAH     184.0      1400  19.0    30.0  \n",
+       "250174  N735MQ    3486    LGA  BNA     121.0       764  19.0    31.0  \n",
+       "250175  N3FXAA    1901    JFK  IAH     193.0      1417  19.0    31.0  \n",
+       "250176  N319AA     177    JFK  SFO     341.0      2586  19.0    32.0  \n",
+       "250177  N307JB    1407    JFK  IAD      77.0       228  19.0    32.0  \n",
+       "250179  N321NB    1715    LGA  MSY     170.0      1183  19.0    32.0  \n",
+       "250182  N784JB     573    EWR  TPA     152.0       997  19.0    37.0  \n",
+       "250185  N13970    4224    EWR  MKE     107.0       725  19.0    38.0  \n",
+       "250192  N26549    4300    EWR  RIC      52.0       277  19.0    46.0  \n",
+       "250194  N528MQ    3199    LGA  CLT      82.0       544  19.0    55.0  \n",
+       "250197  N3GNAA     269    JFK  SEA     329.0      2422  19.0    58.0  \n",
+       "250198  N33714    1243    EWR  ORD     111.0       719  19.0    59.0  \n",
+       "250200  N358JB    1438    JFK  MVY      39.0       173  19.0    59.0  \n",
+       "250201  N663AW     681    EWR  PHX       NaN      2133  19.0    59.0  \n",
+       "250204  N517JB     669    JFK  SJC     327.0      2569  20.0     5.0  \n",
+       "250205  N371NB    2131    LGA  DTW      80.0       502  20.0     5.0  \n",
+       "250206  N986DL     975    LGA  PIT      58.0       335  20.0     6.0  \n",
+       "250207  N976DL    1619    LGA  MSP     138.0      1020  20.0     6.0  \n",
+       "250210  N298JB    1185    JFK  RDU      68.0       427  20.0    13.0  \n",
+       "250211  N527JB     711    JFK  LAS     290.0      2248  20.0    13.0  \n",
+       "250212  N523VA     169    EWR  LAX     309.0      2454  20.0    13.0  \n",
+       "250214  N829UA     485    EWR  DEN     205.0      1605  20.0    15.0  \n",
+       "250215  N14203    4667    EWR  MSP     145.0      1008  20.0    16.0  \n",
+       "250216  N358NB     926    EWR  ATL     109.0       746  20.0    19.0  \n",
+       "250218  N3ADAA     785    LGA  DFW     185.0      1389  20.0    21.0  \n",
+       "250219  N15572    4201    EWR  DTW      82.0       488  20.0    21.0  \n",
+       "250221  N556UA     441    EWR  LAX     307.0      2454  20.0    23.0  \n",
+       "250224  N3ARAA     361    LGA  ORD     113.0       733  20.0    24.0  \n",
+       "250229  N14972    4113    EWR  IND     102.0       645  20.0    28.0  \n",
+       "250230  N504UA     456    EWR  ORD     103.0       719  20.0    30.0  \n",
+       "250231  N605JB     299    LGA  MCO     131.0       950  20.0    31.0  \n",
+       "250232  N510UW      17    JFK  PHX     273.0      2153  20.0    31.0  \n",
+       "250234  N331NB    1091    JFK  SAT     216.0      1587  20.0    34.0  \n",
+       "250235  N5PBMQ    3526    LGA  CMH      71.0       479  20.0    36.0  \n",
+       "250237  N187JB    2580    EWR  BOS      39.0       200  20.0    38.0  \n",
+       "250238  N830MQ    2949    JFK  BNA     114.0       765  20.0    38.0  \n",
+       "250240  N8894A    3932    EWR  CVG      89.0       569  20.0    43.0  \n",
+       "250241  N458WN     580    EWR  HOU     196.0      1411  20.0    47.0  \n",
+       "250242  N712SW    2603    LGA  BNA     116.0       764  20.0    48.0  \n",
+       "250243  N3FLAA     145    JFK  SAN     327.0      2446  20.0    49.0  \n",
+       "250244  N13965    4334    EWR  SDF      99.0       642  20.0    51.0  \n",
+       "250246  N623JB    1117    LGA  TPA     150.0      1010  20.0    52.0  \n",
+       "250247  N907DL    1585    LGA  MCO     130.0       950  20.0    55.0  \n",
+       "250248  N754EV    5038    LGA  BHM     126.0       866  20.0    55.0  \n",
+       "250250  N3KPAA    1467    LGA  MIA     154.0      1096  20.0    58.0  \n",
+       "250251  N11199    4702    EWR  GSO      70.0       445  20.0    59.0  \n",
+       "250253  N507MQ    3535    JFK  CMH      72.0       483  21.0     5.0  \n",
+       "250254  N21130    4397    EWR  MCI     154.0      1092  21.0     5.0  \n",
+       "250255  N510MQ    3674    LGA  CLE      64.0       419  21.0     8.0  \n",
+       "250256  N206JB     201    JFK  FLL     149.0      1069  21.0     8.0  \n",
+       "250257  N443UA     564    EWR  MCO     167.0       937  21.0     9.0  \n",
+       "250259  N3CJAA    1711    JFK  ORD     115.0       740  21.0    10.0  \n",
+       "250260  N824UA     379    EWR  SAN     312.0      2425  21.0    11.0  \n",
+       "250262  N284AT     771    LGA  ATL     118.0       762  21.0    15.0  \n",
+       "250263  N325US    1854    LGA  FLL     157.0      1076  21.0    16.0  \n",
+       "250264  N3KNAA    1762    JFK  BOS      37.0       187  21.0    17.0  \n",
+       "250267  N832AS    5769    LGA  IAD      48.0       229  21.0    21.0  \n",
+       "250271  N816UA     433    EWR  IAH     189.0      1400  21.0    26.0  \n",
+       "250273  N760JB     359    JFK  BUR     309.0      2465  21.0    27.0  \n",
+       "250278  N188US    1973    EWR  CLT      79.0       529  21.0    35.0  \n",
+       "250279  N247JB     686    JFK  ROC      47.0       264  21.0    36.0  \n",
+       "250280  N26545    4278    EWR  CAE      96.0       602  21.0    37.0  \n",
+       "250281  N534JB    1083    JFK  MCO     138.0       944  21.0    38.0  \n",
+       "250283  N588JB     327    EWR  MCO     134.0       937  21.0    41.0  \n",
+       "250284  N618JB    1271    LGA  FLL     149.0      1076  21.0    42.0  \n",
+       "250285  N748EV    5294    EWR  DTW      76.0       488  21.0    42.0  \n",
+       "250286  N566JB     883    JFK  MCO     141.0       944  21.0    43.0  \n",
+       "250287  N78448    1532    EWR  SFO     318.0      2565  21.0    44.0  \n",
+       "250288  N18557    4372    EWR  CLT      83.0       529  21.0    45.0  \n",
+       "250289  N989AT     778    LGA  ATL     111.0       762  21.0    46.0  \n",
+       "250290  N586JB     225    JFK  TPA     147.0      1005  21.0    48.0  \n",
+       "250292  N21537    4091    EWR  IND     100.0       645  21.0    49.0  \n",
+       "250293  N13955    4430    EWR  DTW      85.0       488  21.0    50.0  \n",
+       "250294  N930WN     542    LGA  MKE     106.0       738  21.0    51.0  \n",
+       "250295  N13995    3819    EWR  CVG      96.0       569  21.0    54.0  \n",
+       "250296  N12221    1637    EWR  TPA     145.0       997  21.0    55.0  \n",
+       "250298  N29906    4580    EWR  MKE     105.0       725  21.0    56.0  \n",
+       "250301  N793JB     165    JFK  PDX     314.0      2454  21.0    58.0  \n",
+       "250302  N87527    1071    EWR  BQN     195.0      1585  22.0     2.0  \n",
+       "250303  N14704    1464    EWR  CLE      59.0       404  22.0     3.0  \n",
+       "250304  N87512    1471    EWR  SFO     313.0      2565  22.0     3.0  \n",
+       "250305  N724MQ    3591    LGA  RDU      70.0       431  22.0     4.0  \n",
+       "250307  N16918    4682    EWR  SDF     100.0       642  22.0     5.0  \n",
+       "250308  N14920    4649    LGA  CLE      66.0       419  22.0    10.0  \n",
+       "250311  N41104    4536    EWR  CVG      89.0       569  22.0    15.0  \n",
+       "250312  N13992    4543    EWR  DSM     136.0      1017  22.0    15.0  \n",
+       "250315  N585JB     305    EWR  FLL     143.0      1065  22.0    22.0  \n",
+       "250316  N634JB    1161    LGA  PBI     157.0      1035  22.0    24.0  \n",
+       "250317  N706JB     153    JFK  PBI     146.0      1028  22.0    24.0  \n",
+       "250318  N31131    4368    EWR  DAY      81.0       533  22.0    24.0  \n",
+       "250319  N79402    1625    EWR  DEN     201.0      1605  22.0    25.0  \n",
+       "250320  N189DN    2363    JFK  LAX     296.0      2475  22.0    25.0  \n",
+       "250321  N0EGMQ    3604    EWR  ORD     119.0       719  22.0    26.0  \n",
+       "250323  N709UW    2189    LGA  DCA      45.0       214  22.0    27.0  \n",
+       "250324  N459UA     695    LGA  ORD     109.0       733  22.0    28.0  \n",
+       "250325  N564JB    1103    JFK  SJU     198.0      1598  22.0    29.0  \n",
+       "250326  N25705    1615    EWR  AUS     208.0      1504  22.0    31.0  \n",
+       "250327  N16951    4119    EWR  RIC      46.0       277  22.0    31.0  \n",
+       "250328  N73275    1555    EWR  SAN     310.0      2425  22.0    33.0  \n",
+       "250329  N11176    4204    EWR  OKC     179.0      1325  22.0    38.0  \n",
+       "250330  N76503    1245    EWR  LAX     295.0      2454  22.0    41.0  \n",
+       "250332  N246LV    1271    EWR  MDW     103.0       711  22.0    44.0  \n",
+       "250333  N314US    2041    JFK  ATL     108.0       760  22.0    44.0  \n",
+       "250334  N333NB     985    JFK  BOS      42.0       187  22.0    48.0  \n",
+       "250335  N37413    1160    EWR  BOS      40.0       200  22.0    49.0  \n",
+       "250336  N16919    4131    EWR  RIC      63.0       277  22.0    49.0  \n",
+       "250337  N37465    1266    EWR  LAX     302.0      2454  22.0    52.0  \n",
+       "250338  N27724    1116    EWR  BOS      44.0       200  22.0    54.0  \n",
+       "250339  N79279    1736    EWR  ORD     107.0       719  22.0    58.0  \n",
+       "250340  N963UW    2144    LGA  BOS      46.0       184  22.0    59.0  \n",
+       "250341  N274JB     775    JFK  MSY     165.0      1182  23.0    11.0  \n",
+       "250342  N598JB    1201    JFK  FLL     142.0      1069  23.0    14.0  \n",
+       "250343  N16561    4085    EWR  OMA     153.0      1134  23.0    14.0  \n",
+       "250344  N323JB    2680    EWR  BOS      42.0       200  23.0    16.0  \n",
+       "250345  N10575    4191    EWR  BNA     113.0       748  23.0    18.0  \n",
+       "250346  N998AT     485    LGA  CAK      57.0       397  23.0    21.0  \n",
+       "250347  N562JB     425    JFK  TPA     144.0      1005  23.0    25.0  \n",
+       "250348  N603JB      97    JFK  DEN     208.0      1626  23.0    25.0  \n",
+       "250349  N258JB     618    JFK  BOS      39.0       187  23.0    28.0  \n",
+       "250350  N229JB    1202    JFK  BUF      53.0       301  23.0    34.0  \n",
+       "250351  N766JB     915    JFK  SFO     323.0      2586  23.0    36.0  \n",
+       "250352  N13566    3829    EWR  JAX     123.0       820  23.0    43.0  \n",
+       "250353  N615JB    1183    JFK  MCO     138.0       944  23.0    45.0  \n",
+       "250354  N14977    3854    EWR  BTV      63.0       266  23.0    47.0  \n",
+       "250355  N556JB    1371    LGA  FLL     146.0      1076  23.0    48.0  \n",
+       "250356  N273JB    1816    JFK  SYR      38.0       209  23.0    54.0  \n",
+       "250357  N358JB     234    JFK  BTV      68.0       266  23.0    54.0  \n",
+       "250358  N541UA     226    EWR  MCO     133.0       937  23.0    57.0  \n",
+       "250359  N753EV    5258    LGA  MHT      37.0       195  23.0    58.0  \n",
+       "250360  N249JB     702    JFK  BUF      53.0       301  23.0    59.0  \n",
+       "250450  N653JB     915    JFK  SFO     315.0      2586   0.0     1.0  \n",
+       "250452  N348JB     234    JFK  BTV      66.0       266   0.0    29.0  \n",
+       "250453  N794JB    1371    LGA  FLL     143.0      1076   0.0    43.0  \n",
+       "250454  N324AA     185    JFK  LAX     297.0      2475   0.0    44.0  \n",
+       "250455  N640JB     165    JFK  PDX     304.0      2454   0.0    46.0  \n",
+       "250456  N627VA     415    JFK  LAX     298.0      2475   0.0    48.0  \n",
+       "250457  N535JB     425    JFK  TPA     140.0      1005   0.0    58.0  \n",
+       "250458  N531JB    1183    JFK  MCO     126.0       944   1.0     0.0  \n",
+       "250459  N663JB     623    JFK  LAX     304.0      2475   1.0     0.0  \n",
+       "250460  N249JB    1816    JFK  SYR      39.0       209   1.0     7.0  \n",
+       "250461  N608JB     839    JFK  BQN     199.0      1576   1.0    11.0  \n",
+       "250462  N584JB     611    JFK  LAS     276.0      2248   1.0    14.0  \n",
+       "250569  N168AT     345    LGA  ATL     130.0       762   7.0    24.0  \n",
+       "250610  N564JB     905    JFK  ORD     109.0       740   7.0    58.0  \n",
+       "250627  N511MQ    3676    LGA  CLT      86.0       544   8.0    12.0  \n",
+       "250656  N184JB    2802    JFK  BUF      54.0       301   8.0    38.0  \n",
+       "250668  N603JB     683    JFK  MCO     144.0       944   8.0    48.0  \n",
+       "250679  N820AS    5747    LGA  IAD      60.0       229   8.0    56.0  \n",
+       "250699  N826AS    5716    JFK  IAD      49.0       228   9.0    34.0  \n",
+       "250702  N718EV    5109    EWR  ATL     115.0       746   9.0    43.0  \n",
+       "250705  N980AT     346    LGA  ATL     119.0       762   9.0    49.0  \n",
+       "250720  N195UW    1772    EWR  CLT      81.0       529  10.0    12.0  \n",
+       "250721  N274JB    1634    JFK  BTV      48.0       266  10.0    14.0  \n",
+       "250728  N957DL    2379    LGA  FLL     172.0      1076  10.0    27.0  \n",
+       "250730  N21723    1740    EWR  IAH     204.0      1400  10.0    28.0  \n",
+       "250742  N3JSAA     719    LGA  DFW     200.0      1389  10.0    36.0  \n",
+       "250744  N531MQ    3565    LGA  CLT      82.0       544  10.0    39.0  \n",
+       "250745  N11140    4380    EWR  MSP     135.0      1008  10.0    40.0  \n",
+       "250747  N5PBMQ    3355    LGA  BNA     119.0       764  10.0    41.0  \n",
+       "250749  N75425    1642    EWR  SFO     307.0      2565  10.0    44.0  \n",
+       "250755  N587AA    1223    EWR  DFW     194.0      1372  10.0    54.0  \n",
+       "250757  N623JB    1511    EWR  RSW     187.0      1068  10.0    55.0  \n",
+       "250764  N13968    5824    EWR  RIC      54.0       277  11.0     1.0  \n",
+       "250765  N760JB     411    JFK  LAS     291.0      2248  11.0     2.0  \n",
+       "250770  N16546    4240    EWR  BUF      63.0       282  11.0    16.0  \n",
+       "250773  N38451    1171    EWR  ORD     103.0       719  11.0    21.0  \n",
+       "250774  N11199    4104    EWR  CHS     105.0       628  11.0    25.0  \n",
+       "250775  N475UA     775    EWR  ORD     109.0       719  11.0    25.0  \n",
+       "250777  N753EV    4940    LGA  PIT      63.0       335  11.0    26.0  \n",
+       "250782  N491UA     528    EWR  TPA     151.0       997  11.0    31.0  \n",
+       "250785  N8888D    4248    JFK  CHS     107.0       636  11.0    40.0  \n",
+       "250786  N9EAMQ    3689    LGA  DTW      80.0       502  11.0    40.0  \n",
+       "250787  N333NW    2319    LGA  MSP     132.0      1020  11.0    44.0  \n",
+       "250792  N14174    5806    EWR  OMA     149.0      1134  11.0    55.0  \n",
+       "250798  N744EV    4952    LGA  CLT      82.0       544  12.0    10.0  \n",
+       "250800  N12564    4187    EWR  BNA     118.0       748  12.0    12.0  \n",
+       "250801  N12216    1699    EWR  BOS      41.0       200  12.0    14.0  \n",
+       "250802  N3FUAA     739    LGA  DFW     192.0      1389  12.0    18.0  \n",
+       "250803  N962DL    1847    LGA  ATL     125.0       762  12.0    18.0  \n",
+       "250805  N510MQ    3644    LGA  ATL     129.0       762  12.0    24.0  \n",
+       "250807  N12921    4495    EWR  SAV     119.0       708  12.0    29.0  \n",
+       "250813  N566JB     403    JFK  SJU     202.0      1598  12.0    43.0  \n",
+       "250816  N314NB    1031    LGA  DTW      88.0       502  12.0    45.0  \n",
+       "250819  N73270    1443    EWR  SFO     322.0      2565  12.0    48.0  \n",
+       "250820  N4XSAA     327    LGA  ORD     104.0       733  12.0    51.0  \n",
+       "250832  N723MQ    3281    LGA  CMH      77.0       479  13.0     4.0  \n",
+       "250833  N23708    1572    EWR  IAH     187.0      1400  13.0     4.0  \n",
+       "250834  N11548    4087    EWR  IND     107.0       645  13.0     5.0  \n",
+       "250836  N321US    2219    LGA  MSP     129.0      1020  13.0     5.0  \n",
+       "250839  N27724    1166    EWR  IAH     197.0      1400  13.0    10.0  \n",
+       "250841  N761RR     114    LGA  MDW     103.0       725  13.0    11.0  \n",
+       "250842  N15985    4233    EWR  BTV      45.0       266  13.0    12.0  \n",
+       "250843  N11176    4709    EWR  RDU      68.0       416  13.0    12.0  \n",
+       "250844  N582AA     329    LGA  ORD     111.0       733  13.0    12.0  \n",
+       "250845  N907DL    2215    LGA  FLL     176.0      1076  13.0    14.0  \n",
+       "250849  N833AS    5736    LGA  IAD      65.0       229  13.0    19.0  \n",
+       "250855  N12126    4302    EWR  MCI     153.0      1092  13.0    38.0  \n",
+       "250857  N238WN    3074    LGA  DEN     209.0      1620  13.0    40.0  \n",
+       "250859  N184JB     518    JFK  BOS      40.0       187  13.0    44.0  \n",
+       "250860  N823UA     255    LGA  ORD     109.0       733  13.0    45.0  \n",
+       "250861  N394DA    2303    LGA  PBI     168.0      1035  13.0    47.0  \n",
+       "250862  N925WN      40    LGA  HOU     212.0      1428  13.0    47.0  \n",
+       "250863  N334NB     401    EWR  ATL     124.0       746  13.0    50.0  \n",
+       "250865  N26545    4140    EWR  ATL     129.0       746  13.0    51.0  \n",
+       "250866  N323NB    1903    LGA  SRQ     160.0      1047  13.0    51.0  \n",
+       "250870  N590JB     199    LGA  MCO     149.0       950  13.0    53.0  \n",
+       "250873  N12552    4118    EWR  DTW      81.0       488  14.0     1.0  \n",
+       "250874  N34111    6054    EWR  IAD      44.0       212  14.0     2.0  \n",
+       "250875  N526JB     271    LGA  FLL     182.0      1076  14.0     4.0  \n",
+       "250876  N29917    4679    EWR  JAX     132.0       820  14.0     5.0  \n",
+       "250877  N36915    4129    EWR  DCA      42.0       199  14.0     7.0  \n",
+       "250878  N712EV    5537    LGA  MCI     145.0      1107  14.0    10.0  \n",
+       "250879  N830UA     423    LGA  DEN     215.0      1620  14.0    11.0  \n",
+       "250880  N618JB     927    EWR  MCO     147.0       937  14.0    12.0  \n",
+       "250882  N935LR    2807    LGA  CLT      85.0       544  14.0    14.0  \n",
+       "250884  N655JB     971    LGA  FLL       NaN      1076  14.0    18.0  \n",
+       "250886  N3HEAA    2099    LGA  MIA     182.0      1096  14.0    20.0  \n",
+       "250888  N822UA     353    EWR  ATL     118.0       746  14.0    21.0  \n",
+       "250890  N543MQ    3611    EWR  ORD     106.0       719  14.0    24.0  \n",
+       "250892  N341NB    1006    JFK  BOS      36.0       187  14.0    26.0  \n",
+       "250893  N15910    5796    EWR  CLT      89.0       529  14.0    28.0  \n",
+       "250894  N122US     931    JFK  CLT      83.0       541  14.0    28.0  \n",
+       "250895  N11109    4517    EWR  BNA     127.0       748  14.0    34.0  \n",
+       "250896  N705TW     863    JFK  LAX     303.0      2475  14.0    36.0  \n",
+       "250897  N542MQ    3678    EWR  ORD     105.0       719  14.0    38.0  \n",
+       "250899  N29129    1641    EWR  MCO     149.0       937  14.0    38.0  \n",
+       "250900  N446UA     779    EWR  DEN     204.0      1605  14.0    39.0  \n",
+       "250903  N746UW    2175    LGA  DCA      45.0       214  14.0    42.0  \n",
+       "250907  N724MQ    3340    LGA  DTW      91.0       502  14.0    46.0  \n",
+       "250908  N104UW    1895    EWR  CLT      82.0       529  14.0    48.0  \n",
+       "250912  N811MQ    3404    LGA  RDU      72.0       431  14.0    55.0  \n",
+       "250914  N599JB     505    EWR  FLL     165.0      1065  14.0    56.0  \n",
+       "250917  N67058      15    EWR  HNL     565.0      4963  14.0    58.0  \n",
+       "250918  N307JB    1318    JFK  BOS      46.0       187  15.0     0.0  \n",
+       "250922  N12563    4640    EWR  DAY      90.0       533  15.0     3.0  \n",
+       "250923  N15983    5797    EWR  RIC      53.0       277  15.0     3.0  \n",
+       "250925  N641DL    1647    LGA  ATL     116.0       762  15.0     4.0  \n",
+       "250926  N11551    4628    EWR  STL     126.0       872  15.0     5.0  \n",
+       "250927  N87513    1122    EWR  PBI     164.0      1023  15.0     5.0  \n",
+       "250930  N939AT     348    LGA  ATL     115.0       762  15.0     7.0  \n",
+       "250931  N907DE    1455    LGA  MIA     175.0      1096  15.0     9.0  \n",
+       "250933  N214FR     507    LGA  DEN     215.0      1620  15.0    11.0  \n",
+       "250936  N12567    3852    EWR  BTV      42.0       266  15.0    13.0  \n",
+       "250937  N13965    4321    EWR  ORF      52.0       284  15.0    14.0  \n",
+       "250939  N178JB    1338    JFK  MVY      41.0       173  15.0    19.0  \n",
+       "250941  N752US    2177    LGA  DCA      59.0       214  15.0    21.0  \n",
+       "250942  N832UA     755    EWR  DFW     185.0      1372  15.0    22.0  \n",
+       "250944  N604AW     688    EWR  PHX     265.0      2133  15.0    23.0  \n",
+       "250945  N223WN     226    EWR  DEN     212.0      1605  15.0    24.0  \n",
+       "250948  N703SW     546    LGA  MKE     109.0       738  15.0    26.0  \n",
+       "250951  N949DL    1685    LGA  MCO     148.0       950  15.0    29.0  \n",
+       "250953  N525MQ    3669    LGA  ATL     119.0       762  15.0    30.0  \n",
+       "250954  N789JB     553    JFK  PBI     159.0      1028  15.0    31.0  \n",
+       "250959  N827AS    5712    JFK  IAD      42.0       228  15.0    36.0  \n",
+       "250961  N267JB    2480    EWR  BOS      43.0       200  15.0    38.0  \n",
+       "250964  N516JB     213    JFK  LGB     304.0      2465  15.0    41.0  \n",
+       "250969  N520JB    1639    LGA  RSW     189.0      1080  15.0    43.0  \n",
+       "250971  N926DL     781    LGA  ATL     120.0       762  15.0    43.0  \n",
+       "250973  N537UW    1459    LGA  CLT      85.0       544  15.0    43.0  \n",
+       "250974  N754EV    5478    LGA  GSO      73.0       461  15.0    44.0  \n",
+       "250975  N374JB     118    JFK  BOS      39.0       187  15.0    49.0  \n",
+       "250977  N830AY    4120    JFK  CLE      84.0       425  15.0    57.0  \n",
+       "250981  N249JB     581    JFK  HOU     208.0      1428  16.0     1.0  \n",
+       "250982  N830AS    5711    JFK  IAD      40.0       228  16.0     2.0  \n",
+       "250987  N907XJ    3393    JFK  DCA      44.0       213  16.0     8.0  \n",
+       "250988  N613JB     431    LGA  SRQ     160.0      1047  16.0     8.0  \n",
+       "250994  N703JB     703    JFK  SJU     199.0      1598  16.0    12.0  \n",
+       "250995  N420UA     745    LGA  DEN     205.0      1620  16.0    12.0  \n",
+       "250996  N753EV    4978    LGA  CLT      86.0       544  16.0    13.0  \n",
+       "251003  N521MQ    3305    LGA  RDU      69.0       431  16.0    19.0  \n",
+       "251004  N189UW    1543    LGA  CLT      86.0       544  16.0    20.0  \n",
+       "251005  N401WN    3297    LGA  BNA     121.0       764  16.0    21.0  \n",
+       "251006  N229JB    2402    JFK  BUF      62.0       301  16.0    22.0  \n",
+       "251007  N13970    4111    EWR  CHS     115.0       628  16.0    25.0  \n",
+       "251008  N8554A    3719    JFK  BWI      41.0       184  16.0    25.0  \n",
+       "251010  N953WN    2261    EWR  PHX     272.0      2133  16.0    25.0  \n",
+       "251014  N57111    1600    EWR  LAX     298.0      2454  16.0    29.0  \n",
+       "251016  N552NW    2247    LGA  ATL     117.0       762  16.0    31.0  \n",
+       "251017  N904DE    1819    LGA  MSP     135.0      1020  16.0    32.0  \n",
+       "251018  N587NW    1947    LGA  ATL     115.0       762  16.0    32.0  \n",
+       "251022  N651DL     451    LGA  ATL     112.0       762  16.0    35.0  \n",
+       "251023  N757UW    2179    LGA  DCA      48.0       214  16.0    36.0  \n",
+       "251025  N8604C    3793    JFK  CLT      87.0       541  16.0    40.0  \n",
+       "251028  N4WSAA     341    LGA  ORD     108.0       733  16.0    46.0  \n",
+       "251029  N21129    5965    EWR  SDF     105.0       642  16.0    48.0  \n",
+       "251034  N7735A     216    EWR  MDW     104.0       711  16.0    52.0  \n",
+       "251037  N958DL    1129    LGA  MIA     179.0      1096  16.0    57.0  \n",
+       "251038  N17159    4328    EWR  MSY     173.0      1167  16.0    59.0  \n",
+       "251041  N9EAMQ    3622    LGA  BNA     113.0       764  17.0     5.0  \n",
+       "251043  N76516    1281    LGA  IAH     195.0      1416  17.0     7.0  \n",
+       "251046  N13994    5814    EWR  CLT      85.0       529  17.0    13.0  \n",
+       "251048  N186DN     161    JFK  SEA     312.0      2422  17.0    17.0  \n",
+       "251049  N903WN     427    LGA  MDW     112.0       725  17.0    18.0  \n",
+       "251052  N374DA    2280    JFK  FLL     175.0      1069  17.0    20.0  \n",
+       "251055  N741UW    1899    LGA  CLT      87.0       544  17.0    22.0  \n",
+       "251056  N232WN     262    EWR  DEN     221.0      1605  17.0    23.0  \n",
+       "251058  N623MQ    3231    JFK  PIT      66.0       340  17.0    24.0  \n",
+       "251059  N5PBMQ    3588    LGA  MSP     131.0      1020  17.0    24.0  \n",
+       "251061  N13969    4430    EWR  DTW     100.0       488  17.0    25.0  \n",
+       "251062  N383DN    1773    JFK  LAS     284.0      2248  17.0    25.0  \n",
+       "251066  N439AA     343    LGA  ORD     109.0       733  17.0    32.0  \n",
+       "251068  N16701    1542    LGA  CLE      69.0       419  17.0    32.0  \n",
+       "251069  N921DL    1373    JFK  MIA     168.0      1089  17.0    34.0  \n",
+       "251070  N3747D     706    JFK  AUS     214.0      1521  17.0    36.0  \n",
+       "251071  N926XJ    3523    JFK  ORD     118.0       740  17.0    37.0  \n",
+       "251072  N311US    1935    LGA  TPA     152.0      1010  17.0    37.0  \n",
+       "251074  N930XJ    3540    JFK  MSP     140.0      1029  17.0    40.0  \n",
+       "251075  N34282    1028    EWR  BOS      41.0       200  17.0    40.0  \n",
+       "251078  N509MJ    3771    LGA  IAD      47.0       229  17.0    41.0  \n",
+       "251079  N603JB    1883    JFK  MCO     141.0       944  17.0    42.0  \n",
+       "251080  N816MQ    3361    JFK  RDU      73.0       427  17.0    43.0  \n",
+       "251081  N14204    3267    EWR  ORF      57.0       284  17.0    44.0  \n",
+       "251086  N273JB    1734    JFK  BTV      44.0       266  17.0    51.0  \n",
+       "251092  N914WN     493    LGA  STL     131.0       888  17.0    56.0  \n",
+       "251094  N16981    4300    EWR  RIC      62.0       277  17.0    59.0  \n",
+       "251095  N913XJ    3400    JFK  MKE     111.0       745  17.0    59.0  \n",
+       "251097  N265JB    1105    JFK  ORD     114.0       740  18.0     2.0  \n",
+       "251098  N16732    1491    LGA  ORD     109.0       733  18.0     2.0  \n",
+       "251100  N572UA     392    EWR  LAX     299.0      2454  18.0     3.0  \n",
+       "251103  N4YDAA    1507    EWR  DFW     197.0      1372  18.0     8.0  \n",
+       "251105  N36915    4462    EWR  ROC      45.0       246  18.0    10.0  \n",
+       "251106  N624JB    1161    LGA  PBI     153.0      1035  18.0    12.0  \n",
+       "251107  N16911    4687    EWR  CVG      98.0       569  18.0    13.0  \n",
+       "251108  N934XJ    3325    JFK  DFW     194.0      1391  18.0    13.0  \n",
+       "251111  N651JB     803    JFK  SJU     198.0      1598  18.0    17.0  \n",
+       "251114  N347NW    1499    LGA  ATL     114.0       762  18.0    21.0  \n",
+       "251117  N538CA    5615    EWR  DTW      80.0       488  18.0    25.0  \n",
+       "251119  N11193    4155    EWR  MKE     106.0       725  18.0    28.0  \n",
+       "251120  N3GTAA    1711    JFK  ORD     118.0       740  18.0    28.0  \n",
+       "251121  N931DL    2181    LGA  MCO     143.0       950  18.0    28.0  \n",
+       "251123  N18102    4502    EWR  BNA     118.0       748  18.0    29.0  \n",
+       "251125  N5FTAA     221    JFK  MIA     161.0      1089  18.0    32.0  \n",
+       "251126  N212WN     580    EWR  HOU     204.0      1411  18.0    33.0  \n",
+       "251130  N281AT     771    LGA  ATL     119.0       762  18.0    37.0  \n",
+       "251131  N3KLAA     695    JFK  AUS     218.0      1521  18.0    37.0  \n",
+       "251132  N612JB    1117    LGA  TPA     147.0      1010  18.0    37.0  \n",
+       "251133  N846MQ    3411    LGA  RDU      75.0       431  18.0    38.0  \n",
+       "251138  N957DL    2331    LGA  DTW      84.0       502  18.0    43.0  \n",
+       "251140  N473UA     807    LGA  IAH     201.0      1416  18.0    44.0  \n",
+       "251141  N237WN      19    EWR  STL     124.0       872  18.0    46.0  \n",
+       "251142  N57439    1284    EWR  SFO     306.0      2565  18.0    46.0  \n",
+       "251143  N12567    3853    EWR  BUF      51.0       282  18.0    47.0  \n",
+       "251145  N329JB    1185    JFK  RDU      66.0       427  18.0    49.0  \n",
+       "251146  N15572    4382    EWR  DTW      84.0       488  18.0    54.0  \n",
+       "251149  N16961    4705    EWR  ATL     115.0       746  18.0    57.0  \n",
+       "251150  N657AW     449    EWR  CLT      79.0       529  18.0    58.0  \n",
+       "251151  N348JB    1119    JFK  CLT      83.0       541  19.0     4.0  \n",
+       "251152  N802UA     691    LGA  ORD     110.0       733  19.0     5.0  \n",
+       "251154  N421UA     708    EWR  ORD     111.0       719  19.0    12.0  \n",
+       "251156  N294JB     918    JFK  BOS      38.0       187  19.0    14.0  \n",
+       "251157  N31131    4532    EWR  CHS      96.0       628  19.0    15.0  \n",
+       "251161  N12552    5678    EWR  CVG      97.0       569  19.0    19.0  \n",
+       "251162  N351JB    1516    JFK  SYR      44.0       209  19.0    21.0  \n",
+       "251163  N525AA     345    LGA  ORD     115.0       733  19.0    22.0  \n",
+       "251164  N184JB    2302    JFK  BUF      52.0       301  19.0    22.0  \n",
+       "251165  N637JB      83    JFK  MCO     134.0       944  19.0    23.0  \n",
+       "251174  N15910    4195    EWR  BNA     116.0       748  19.0    29.0  \n",
+       "251175  N346JB     477    JFK  JAX     125.0       828  19.0    30.0  \n",
+       "251176  N652JB     283    JFK  MCO     139.0       944  19.0    30.0  \n",
+       "251179  N623JB     573    EWR  TPA     143.0       997  19.0    31.0  \n",
+       "251180  N341NB     402    JFK  BOS      36.0       187  19.0    31.0  \n",
+       "251182  N15985    3845    EWR  BWI      38.0       169  19.0    32.0  \n",
+       "251183   N3759      73    JFK  ATL     107.0       760  19.0    32.0  \n",
+       "251184  N725MQ    3367    LGA  XNA     169.0      1147  19.0    33.0  \n",
+       "251186  N621JB     327    EWR  MCO     139.0       937  19.0    37.0  \n",
+       "251188  N912DE    1619    LGA  MSP     137.0      1020  19.0    38.0  \n",
+       "251189  N419AS       7    EWR  SEA     302.0      2402  19.0    39.0  \n",
+       "251190  N813AY    3788    JFK  PHL      32.0        94  19.0    42.0  \n",
+       "251199  N910DE      83    JFK  MIA     143.0      1089  19.0    58.0  \n",
+       "251200  N16919    4202    EWR  STL     128.0       872  19.0    59.0  \n",
+       "251202  N217JC    1454    EWR  MSY     168.0      1167  19.0    59.0  \n",
+       "251203  N3BEAA     269    JFK  SEA     315.0      2422  20.0     0.0  \n",
+       "251206  N78285    1637    EWR  TPA     143.0       997  20.0     1.0  \n",
+       "251208  N723SW    2625    LGA  MDW     108.0       725  20.0     4.0  \n",
+       "251209  N268WN     625    EWR  MDW     102.0       711  20.0     6.0  \n",
+       "251210  N195UW    1531    LGA  CLT      84.0       544  20.0     6.0  \n",
+       "251211  N547AA     359    LGA  ORD     112.0       733  20.0     7.0  \n",
+       "251212  N14242    1061    EWR  DFW     191.0      1372  20.0     7.0  \n",
+       "251215  N936DL    1585    LGA  MCO     144.0       950  20.0    11.0  \n",
+       "251216  N514MQ    3526    LGA  CMH      71.0       479  20.0    11.0  \n",
+       "251218  N501MQ    3674    LGA  CLE      68.0       419  20.0    15.0  \n",
+       "251221  N12160    4397    EWR  MCI     146.0      1092  20.0    19.0  \n",
+       "251222  N422WN     345    LGA  DEN     217.0      1620  20.0    22.0  \n",
+       "251223  N37471    1152    EWR  PDX     298.0      2434  20.0    22.0  \n",
+       "251224  N4WRAA    1691    EWR  DFW     195.0      1372  20.0    23.0  \n",
+       "251225  N594UA     543    EWR  SEA     296.0      2402  20.0    23.0  \n",
+       "251227  N3KFAA     145    JFK  SAN     310.0      2446  20.0    27.0  \n",
+       "251228  N521VA     169    EWR  LAX     296.0      2454  20.0    27.0  \n",
+       "251229  N228JB    2580    EWR  BOS      42.0       200  20.0    28.0  \n",
+       "251232  N8888D    3588    JFK  ORF      50.0       290  20.0    34.0  \n",
+       "251234  N12921    5977    EWR  RDU      66.0       416  20.0    36.0  \n",
+       "251235  N911DE    2139    LGA  MIA     166.0      1096  20.0    36.0  \n",
+       "251236  N433UA     589    EWR  SNA     286.0      2434  20.0    37.0  \n",
+       "251238  N36207    1108    EWR  SEA     298.0      2402  20.0    38.0  \n",
+       "251241  N580JB     359    JFK  BUR     297.0      2465  20.0    43.0  \n",
+       "251242  N3AFAA    1762    JFK  BOS      39.0       187  20.0    45.0  \n",
+       "251243  N648JB     305    EWR  FLL     141.0      1065  20.0    47.0  \n",
+       "251244  N635DL      87    JFK  SLC     253.0      1990  20.0    47.0  \n",
+       "251247  N907DL    1854    LGA  FLL     166.0      1076  20.0    48.0  \n",
+       "251251  N695DL     947    LGA  ATL     110.0       762  20.0    53.0  \n",
+       "251253  N3HTAA    1901    JFK  IAH     203.0      1417  20.0    58.0  \n",
+       "251254  N547JB     263    JFK  SEA     305.0      2422  20.0    58.0  \n",
+       "251258  N759EV    5038    LGA  BHM     125.0       866  21.0     5.0  \n",
+       "251260  N13964    4131    EWR  RIC      54.0       277  21.0     6.0  \n",
+       "251263  N11551    5894    EWR  DCA      41.0       199  21.0    10.0  \n",
+       "251265  N263AV     837    LGA  DEN     205.0      1620  21.0    11.0  \n",
+       "251266  N8971A    3615    JFK  IND     105.0       665  21.0    11.0  \n",
+       "251270  N12564    4480    EWR  CLT      82.0       529  21.0    18.0  \n",
+       "251271  N26545    4596    EWR  STL     127.0       872  21.0    18.0  \n",
+       "251273  N518MQ    3349    LGA  MSP     135.0      1020  21.0    19.0  \n",
+       "251274  N358JB     201    JFK  FLL     144.0      1069  21.0    20.0  \n",
+       "251275  N394DA    1485    LGA  MCO     142.0       950  21.0    20.0  \n",
+       "251278  N775JB     161    JFK  SMF     313.0      2521  21.0    28.0  \n",
+       "251279  N372NW    2041    JFK  ATL     108.0       760  21.0    28.0  \n",
+       "251281  N384DA    2159    JFK  MCO     128.0       944  21.0    38.0  \n",
+       "251282  N13994    3829    EWR  JAX     122.0       820  21.0    41.0  \n",
+       "251285  N910XJ    3542    JFK  MSP     138.0      1029  21.0    46.0  \n",
+       "251286  N906AT     485    LGA  CAK      62.0       397  21.0    47.0  \n",
+       "251287  N968DL    2391    JFK  TPA     143.0      1005  21.0    50.0  \n",
+       "251288  N13716    1464    EWR  CLE      62.0       404  21.0    54.0  \n",
+       "251290  N13970    4085    EWR  OMA     157.0      1134  21.0    58.0  \n",
+       "251292  N936XJ    3395    JFK  DCA      40.0       213  21.0    59.0  \n",
+       "251293  N754EV    5254    LGA  DSM     137.0      1031  22.0     4.0  \n",
+       "251294  N401WN     542    LGA  MKE     111.0       738  22.0     7.0  \n",
+       "251297  N178JB    1407    JFK  IAD      45.0       228  22.0    12.0  \n",
+       "251298  N507MQ    3604    EWR  ORD     105.0       719  22.0    17.0  \n",
+       "251299  N77258    1680    EWR  MIA     146.0      1085  22.0    19.0  \n",
+       "251302  N355JB    1202    JFK  BUF      57.0       301  22.0    26.0  \n",
+       "251303  N528MQ    3662    LGA  ATL     104.0       762  22.0    34.0  \n",
+       "251304  N914XJ    3525    JFK  ORD     113.0       740  22.0    35.0  \n",
+       "251305  N8938A    4127    JFK  IAD      45.0       228  22.0    38.0  \n",
+       "251306  N9EAMQ    3384    LGA  CLT      82.0       544  22.0    38.0  \n",
+       "251307  N706JB     669    JFK  SJC     316.0      2569  22.0    44.0  \n",
+       "251308  N22971    4700    EWR  CLT      79.0       529  22.0    50.0  \n",
+       "251310  N318JB     418    JFK  BOS      41.0       187  22.0    55.0  \n",
+       "251311  N521JB    1295    JFK  AUS     218.0      1521  22.0    55.0  \n",
+       "251312  N607JB     527    EWR  MCO     125.0       937  22.0    57.0  \n",
+       "251313  N566JB      97    JFK  DEN     209.0      1626  22.0    59.0  \n",
+       "251314  N537JB      71    JFK  SLC     255.0      1990  23.0     0.0  \n",
+       "251315  N703TW    1465    JFK  SFO     315.0      2586  23.0     5.0  \n",
+       "251316  N13553    3812    EWR  SDF     102.0       642  23.0     7.0  \n",
+       "251317  N852MQ    3621    JFK  DCA      50.0       213  23.0     8.0  \n",
+       "251318  N507JB     883    JFK  MCO     140.0       944  23.0    11.0  \n",
+       "251319  N531MQ    3317    LGA  RDU      65.0       431  23.0    16.0  \n",
+       "251321  N341NB     985    JFK  BOS      40.0       187  23.0    20.0  \n",
+       "251322  N273JB     775    JFK  MSY     169.0      1182  23.0    24.0  \n",
+       "251323  N509JB    1271    LGA  FLL     142.0      1076  23.0    25.0  \n",
+       "251324  N613JB     499    LGA  MCO     128.0       950  23.0    34.0  \n",
+       "251325  N184JB     702    JFK  BUF      56.0       301  23.0    35.0  \n",
+       "251328  N915XJ    3433    JFK  CVG      93.0       589  23.0    49.0  \n",
+       "251329  N510MQ    3660    LGA  BNA     109.0       764  23.0    50.0  \n",
+       "251330  N789JB     523    JFK  LAX     314.0      2475  23.0    59.0  \n",
+       "251416  N318JB     108    JFK  PWM      45.0       273   0.0    12.0  \n",
+       "251417  N961AT     485    LGA  CAK      61.0       397   0.0    19.0  \n",
+       "251420  N821JB     623    JFK  LAX     297.0      2475   0.0    40.0  \n",
+       "251421  N198JB    1816    JFK  SYR      37.0       209   0.0    44.0  \n",
+       "251422  N599JB     839    JFK  BQN     203.0      1576   1.0    23.0  \n",
+       "251423  N11137    4370    EWR  CHS      88.0       628   1.0    24.0  \n",
+       "251424  N229JB     234    JFK  BTV      49.0       266   1.0    47.0  \n",
+       "251529  N41104    6177    EWR  IAD      43.0       212   7.0    23.0  \n",
+       "251630  N644DL    2347    JFK  DTW      84.0       509   8.0    52.0  \n",
+       "251650  N14977    4125    EWR  GSO      74.0       445   9.0     6.0  \n",
+       "251671  N595JB    1818    JFK  BOS      43.0       187   9.0    32.0  \n",
+       "251675  N722MQ    3272    LGA  CLE      67.0       419   9.0    44.0  \n",
+       "251708  N231JB    1491    JFK  ACK      41.0       199  10.0    18.0  \n",
+       "251727  N775JB     189    JFK  SAN     298.0      2446  10.0    33.0  \n",
+       "251763  N586JB     483    JFK  MCO     151.0       944  11.0    32.0  \n",
+       "251771  N706JB     925    JFK  TPA     147.0      1005  11.0    41.0  \n",
+       "251790  N3CWAA    1879    LGA  MIA     175.0      1096  12.0     1.0  \n",
+       "251792  N514MQ    3670    LGA  BNA     107.0       764  12.0     1.0  \n",
+       "251799  N820AY    3910    JFK  RIC      65.0       288  12.0    14.0  \n",
+       "251801  N12552    4510    EWR  MKE     110.0       725  12.0    26.0  \n",
+       "251814  N448UA     411    EWR  DEN     210.0      1605  12.0    41.0  \n",
+       "251836  N14105    4212    EWR  RDU      67.0       416  12.0    58.0  \n",
+       "251845  N9EAMQ    3419    LGA  ATL     113.0       762  13.0     8.0  \n",
+       "251861  N757LV     226    EWR  DEN     205.0      1605  13.0    39.0  \n",
+       "251864  N507JB     403    JFK  SJU     206.0      1598  13.0    43.0  \n",
+       "251866  N15973    4109    EWR  BNA     115.0       748  13.0    45.0  \n",
+       "251887  N247JB    1318    JFK  BOS      39.0       187  14.0     4.0  \n",
+       "251888  N543MQ    3461    LGA  BNA     111.0       764  14.0     4.0  \n",
+       "251891  N721MQ    3340    LGA  DTW      83.0       502  14.0     6.0  \n",
+       "251892  N231JB     208    JFK  PWM      45.0       273  14.0     7.0  \n",
+       "251950  N16561    4633    EWR  BTV      44.0       266  15.0     9.0  \n",
+       "251952  N473UA     744    EWR  DFW     188.0      1372  15.0    10.0  \n",
+       "251962  N12564    4171    EWR  MSN     120.0       799  15.0    23.0  \n",
+       "251973  N77261    1116    EWR  LAX     295.0      2454  15.0    31.0  \n",
+       "251974  N13958    4640    EWR  DAY      80.0       533  15.0    33.0  \n",
+       "251990  N13903    4111    EWR  CHS     125.0       628  15.0    53.0  \n",
+       "251995  N501MQ    3588    LGA  MSP     131.0      1020  15.0    55.0  \n",
+       "252004  N5FRAA    1635    JFK  SJU     207.0      1598  16.0     0.0  \n",
+       "252009  N614QX    5199    LGA  CHS     106.0       641  16.0     4.0  \n",
+       "252019  N19554    4596    EWR  STL     128.0       872  16.0    12.0  \n",
+       "252022  N14972    4372    EWR  DCA      43.0       199  16.0    14.0  \n",
+       "252051  N594UA     226    EWR  IAH     194.0      1400  16.0    42.0  \n",
+       "252089  N840VA      27    JFK  SFO     309.0      2586  17.0    32.0  \n",
+       "252090  N33294    1542    LGA  CLE      66.0       419  17.0    33.0  \n",
+       "252099  N373JB     918    JFK  BOS      37.0       187  17.0    42.0  \n",
+       "252102  N231JB    2402    JFK  BUF      56.0       301  17.0    44.0  \n",
+       "252105  N16961    4181    EWR  MCI     162.0      1092  17.0    48.0  \n",
+       "252108  N599JB    1161    LGA  PBI     148.0      1035  17.0    51.0  \n",
+       "252117  N13989    4431    EWR  BWI      36.0       169  17.0    57.0  \n",
+       "252130  N3CXAA    1711    JFK  ORD     121.0       740  18.0    10.0  \n",
+       "252133  N521MQ    3622    LGA  BNA     122.0       764  18.0    10.0  \n",
+       "252134  N512MQ    3694    EWR  ORD     113.0       719  18.0    10.0  \n",
+       "252136  N11189    3830    EWR  RIC      35.0       277  18.0    12.0  \n",
+       "252144  N39450    1258    EWR  DEN     217.0      1605  18.0    20.0  \n",
+       "252149  N566UA     334    EWR  SAT     213.0      1569  18.0    23.0  \n",
+       "252154  N5ELAA     257    JFK  LAS     279.0      2248  18.0    26.0  \n",
+       "252161  N198JB    1119    JFK  CLT     102.0       541  18.0    34.0  \n",
+       "252167  N77295    1740    EWR  IAH     189.0      1400  18.0    38.0  \n",
+       "252170  N3772H       4    JFK  SJU     202.0      1598  18.0    47.0  \n",
+       "252171  N920XJ    3448    JFK  CVG      96.0       589  18.0    50.0  \n",
+       "252172  N968DL    2331    LGA  DTW      80.0       502  18.0    50.0  \n",
+       "252173  N3KLAA     145    JFK  SAN     315.0      2446  18.0    52.0  \n",
+       "252190  N7726A      19    EWR  STL     123.0       872  19.0     3.0  \n",
+       "252191  N332AA     177    JFK  SFO     348.0      2586  19.0     4.0  \n",
+       "252194  N17169    4195    EWR  BNA     107.0       748  19.0     6.0  \n",
+       "252198  N807JB     415    JFK  SFO     326.0      2586  19.0     9.0  \n",
+       "252199  N292WN     625    EWR  MDW     111.0       711  19.0     9.0  \n",
+       "252203  N6EAMQ    3301    LGA  RDU      74.0       431  19.0    15.0  \n",
+       "252210  N921XJ    3542    JFK  MSP     149.0      1029  19.0    22.0  \n",
+       "252211  N602LR    3472    JFK  DTW      88.0       509  19.0    23.0  \n",
+       "252221  N355JB    1407    JFK  IAD      52.0       228  19.0    34.0  \n",
+       "252229  N403UA     244    EWR  LAS     269.0      2227  19.0    44.0  \n",
+       "252239  N510UW     297    JFK  CLT      85.0       541  19.0    55.0  \n",
+       "252240  N509JB     153    JFK  PBI     143.0      1028  19.0    59.0  \n",
+       "252242  N3BRAA    1901    JFK  IAH     205.0      1417  20.0     1.0  \n",
+       "252244  N515UA     242    EWR  LAX     288.0      2454  20.0     5.0  \n",
+       "252246  N506JB     305    EWR  FLL     164.0      1065  20.0     9.0  \n",
+       "252248  N586JB     327    EWR  MCO     131.0       937  20.0    11.0  \n",
+       "252256  N48901    4361    EWR  TYS      97.0       631  20.0    27.0  \n",
+       "252262  N537JB      71    JFK  SLC     260.0      1990  20.0    34.0  \n",
+       "252265  N608JB     225    JFK  TPA     141.0      1005  20.0    36.0  \n",
+       "252267  N29917    4700    EWR  CLT      83.0       529  20.0    38.0  \n",
+       "252269  N921DL    2159    JFK  MCO     126.0       944  20.0    48.0  \n",
+       "252270  N38268    1058    EWR  SEA     307.0      2402  20.0    53.0  \n",
+       "252274  N558UA     356    EWR  PDX     292.0      2434  21.0     5.0  \n",
+       "252275  N721TW    1465    JFK  SFO     311.0      2586  21.0     6.0  \n",
+       "252277  N924XJ    3429    JFK  JAX     117.0       828  21.0    11.0  \n",
+       "252279  N651JB     105    JFK  ORD     112.0       740  21.0    14.0  \n",
+       "252281  N14174    4204    EWR  OKC     179.0      1325  21.0    16.0  \n",
+       "252286  N834AS    5714    JFK  IAD      43.0       228  21.0    27.0  \n",
+       "252288  N536JB     883    JFK  MCO     140.0       944  21.0    30.0  \n",
+       "252290  N926XJ    3285    JFK  MSY     162.0      1182  21.0    33.0  \n",
+       "252291  N11199    5804    EWR  OMA     152.0      1134  21.0    34.0  \n",
+       "252293  N401WN    1271    EWR  MDW     108.0       711  21.0    35.0  \n",
+       "252304  N638JB    1295    JFK  AUS     203.0      1521  21.0    48.0  \n",
+       "252305  N846MQ    3374    JFK  RDU      75.0       427  21.0    49.0  \n",
+       "252309  N337JB     686    JFK  ROC      46.0       264  21.0    57.0  \n",
+       "252312  N527JB     165    JFK  PDX     309.0      2454  22.0     2.0  \n",
+       "252313  N8943A    4218    JFK  PHL      33.0        94  22.0     4.0  \n",
+       "252314  N351JB     418    JFK  BOS      33.0       187  22.0     6.0  \n",
+       "252315  N656JB    1103    JFK  SJU     207.0      1598  22.0     8.0  \n",
+       "252316  N8423C    3615    JFK  IND     101.0       665  22.0     9.0  \n",
+       "252318  N708JB     523    JFK  LAX     304.0      2475  22.0    14.0  \n",
+       "252321  N231JB     201    JFK  FLL     159.0      1069  22.0    22.0  \n",
+       "252324  N442UA     373    EWR  PBI     134.0      1023  22.0    32.0  \n",
+       "252325  N634JB    1371    LGA  FLL     147.0      1076  22.0    35.0  \n",
+       "252326  N729JB    1201    JFK  FLL     149.0      1069  22.0    37.0  \n",
+       "252327  N281JB     775    JFK  MSY     168.0      1182  22.0    47.0  \n",
+       "252329  N636JB     527    EWR  MCO     129.0       937  22.0    56.0  \n",
+       "252330  N247JB    1677    JFK  JAX     118.0       828  23.0     0.0  \n",
+       "252331  N13903    4498    EWR  PWM      44.0       284  23.0     5.0  \n",
+       "252332  N737US    2191    LGA  DCA      42.0       214  23.0    11.0  \n",
+       "252333  N618JB    1183    JFK  MCO     136.0       944  23.0    19.0  \n",
+       "252334  N592JB      97    JFK  DEN     206.0      1626  23.0    21.0  \n",
+       "252335  N298JB     702    JFK  BUF      53.0       301  23.0    32.0  \n",
+       "252336  N507JB    1203    JFK  SJU     212.0      1598  23.0    34.0  \n",
+       "252337  N531MQ    3662    LGA  ATL     111.0       762  23.0    35.0  \n",
+       "252339  N738US    2189    LGA  DCA      42.0       214  23.0    47.0  \n",
+       "252341  N775JB     425    JFK  TPA     140.0      1005  23.0    49.0  \n",
+       "252361  N258JB    1816    JFK  SYR      38.0       209   0.0    28.0  \n",
+       "252362  N8EGMQ    3317    LGA  RDU      65.0       431   0.0    36.0  \n",
+       "252365  N1EAMQ    3604    EWR  ORD     103.0       719   1.0    29.0  \n",
+       "252494  N12567    4471    EWR  CLT      82.0       529   7.0    36.0  \n",
+       "252499  N14916    4137    EWR  ATL     121.0       746   7.0    41.0  \n",
+       "252627  N442UA     751    EWR  BOS      44.0       200   9.0    31.0  \n",
+       "252637  N17196    4380    EWR  MSP     138.0      1008   9.0    47.0  \n",
+       "252656  N958DL    1747    LGA  ATL     119.0       762  10.0     2.0  \n",
+       "252717  N835AS    5736    LGA  IAD      44.0       229  11.0    29.0  \n",
+       "252719  N32404    1163    EWR  BOS      46.0       200  11.0    32.0  \n",
+       "252729  N281JB    2602    JFK  BUF      56.0       301  11.0    45.0  \n",
+       "252731  N13988    4517    EWR  CHS     133.0       628  11.0    47.0  \n",
+       "252762  N575UA     371    EWR  LAX     297.0      2454  12.0    19.0  \n",
+       "252774  N309JB      34    JFK  BTV      48.0       266  12.0    38.0  \n",
+       "252813  N13913    4640    EWR  DAY      85.0       533  13.0    22.0  \n",
+       "252826  N14916    5796    EWR  CLT      86.0       529  13.0    48.0  \n",
+       "252850  N13997    5818    EWR  DCA      41.0       199  14.0    20.0  \n",
+       "252852  N17984    4552    EWR  GSO      76.0       445  14.0    25.0  \n",
+       "252853  N978DL     781    LGA  ATL     144.0       762  14.0    28.0  \n",
+       "252857  N54711    1615    EWR  ATL     116.0       746  14.0    32.0  \n",
+       "252867  N678CA    5148    EWR  ATL     128.0       746  14.0    46.0  \n",
+       "252878  N302NB    2043    JFK  ATL     108.0       760  14.0    51.0  \n",
+       "252911  N672DL    2247    LGA  ATL     113.0       762  15.0    21.0  \n",
+       "252916  N242WN    2261    EWR  PHX     270.0      2133  15.0    25.0  \n",
+       "252917  N3EKAA    1073    LGA  MIA     172.0      1096  15.0    26.0  \n",
+       "252928  N829AS    5712    JFK  IAD      42.0       228  15.0    39.0  \n",
+       "252929  N937AT     349    LGA  ATL     118.0       762  15.0    39.0  \n",
+       "252930  N306DQ     673    EWR  ATL     112.0       746  15.0    40.0  \n",
+       "252942  N8721B    3754    JFK  PHL      28.0        94  15.0    59.0  \n",
+       "252956  N690DL     451    LGA  ATL     114.0       762  16.0     8.0  \n",
+       "252957  N27724    1217    EWR  TPA     138.0       997  16.0     9.0  \n",
+       "252960  N10575    4118    EWR  DTW      79.0       488  16.0    11.0  \n",
+       "252963  N989AT     721    LGA  CAK      62.0       397  16.0    12.0  \n",
+       "252967  N17196    4377    EWR  JAX     122.0       820  16.0    16.0  \n",
+       "252968  N32404    1587    EWR  RSW     151.0      1068  16.0    18.0  \n",
+       "252976  N348NB    2219    LGA  MSP     143.0      1020  16.0    25.0  \n",
+       "252978  N813AY    4101    JFK  ROC      59.0       264  16.0    26.0  \n",
+       "252983  N8EGMQ    3199    LGA  CLT      92.0       544  16.0    28.0  \n",
+       "252992  N309JB     581    JFK  HOU     198.0      1428  16.0    40.0  \n",
+       "252993  N5FKAA    1635    JFK  SJU     204.0      1598  16.0    40.0  \n",
+       "252997  N760JB    1729    JFK  RSW     142.0      1074  16.0    42.0  \n",
+       "253001  N904XJ    3393    JFK  DCA      44.0       213  16.0    45.0  \n",
+       "253002  N508MQ    3678    EWR  ORD     111.0       719  16.0    46.0  \n",
+       "253015  N3DRAA     763    LGA  DFW     198.0      1389  16.0    58.0  \n",
+       "253016  N14558    4711    EWR  STL     136.0       872  16.0    59.0  \n",
+       "253020  N750UW    2181    LGA  DCA      47.0       214  17.0     1.0  \n",
+       "253024  N705TW    1565    JFK  SFO     313.0      2586  17.0     5.0  \n",
+       "253032  N14118    1734    EWR  ORD     111.0       719  17.0    11.0  \n",
+       "253047  N378DA      31    JFK  SLC     248.0      1990  17.0    23.0  \n",
+       "253049  N27421    1556    EWR  SFO     322.0      2565  17.0    23.0  \n",
+       "253056  N17719    1542    LGA  CLE      66.0       419  17.0    29.0  \n",
+       "253062  N318JB    2302    JFK  BUF      54.0       301  17.0    41.0  \n",
+       "253064  N337JB     918    JFK  BOS      41.0       187  17.0    42.0  \n",
+       "253070  N11181    4300    EWR  RIC      65.0       277  17.0    47.0  \n",
+       "253074  N633JB    1117    LGA  TPA     143.0      1010  17.0    50.0  \n",
+       "253078  N713MQ    3411    LGA  RDU      73.0       431  17.0    52.0  \n",
+       "253081  N245WN    2625    LGA  MDW     113.0       725  17.0    54.0  \n",
+       "253091  N12540    3854    EWR  ATL     121.0       746  18.0     6.0  \n",
+       "253092  N13988    4352    EWR  CVG      94.0       569  18.0     7.0  \n",
+       "253093  N11551    4294    EWR  SAV     109.0       708  18.0     7.0  \n",
+       "253100  N36915    4682    EWR  SDF     102.0       642  18.0    15.0  \n",
+       "253102  N396DA    2231    LGA  DTW      75.0       502  18.0    20.0  \n",
+       "253103  N13550    4411    EWR  MEM     149.0       946  18.0    21.0  \n",
+       "253106  N13913    4511    EWR  ROC      53.0       246  18.0    23.0  \n",
+       "253122  N7735A     580    EWR  HOU     201.0      1411  18.0    34.0  \n",
+       "253125  N352NB    2042    EWR  ATL     112.0       746  18.0    36.0  \n",
+       "253137  N607JB     167    JFK  OAK     314.0      2576  18.0    46.0  \n",
+       "253140  N323US    2383    LGA  PWM      40.0       269  18.0    49.0  \n",
+       "253149  N53441    1161    EWR  SAN     287.0      2425  18.0    59.0  \n",
+       "253161  N353JB    2580    EWR  BOS      42.0       200  19.0    12.0  \n",
+       "253164  N13958    4382    EWR  DTW      77.0       488  19.0    13.0  \n",
+       "253165  N325NB    1321    EWR  MSP     139.0      1008  19.0    14.0  \n",
+       "253174  N597JB     327    EWR  MCO     121.0       937  19.0    22.0  \n",
+       "253175  N13538    4201    EWR  CHS      98.0       628  19.0    22.0  \n",
+       "253177  N14916    3841    EWR  CVG      94.0       569  19.0    29.0  \n",
+       "253181  N17984    4224    EWR  MKE     125.0       725  19.0    31.0  \n",
+       "253182  N641DL      61    LGA  ATL     112.0       762  19.0    31.0  \n",
+       "253184  N935XJ    3472    JFK  DTW      83.0       509  19.0    33.0  \n",
+       "253186  N13997    5841    EWR  STL     129.0       872  19.0    35.0  \n",
+       "253191  N832AY    3807    EWR  CVG      89.0       569  19.0    40.0  \n",
+       "253192  N918DL      83    JFK  MIA     141.0      1089  19.0    40.0  \n",
+       "253197  N583AA     343    LGA  ORD     110.0       733  19.0    50.0  \n",
+       "253199  N413UA     525    EWR  DEN     197.0      1605  20.0     0.0  \n",
+       "253204  N8721B    3615    JFK  IND     102.0       665  20.0    11.0  \n",
+       "253211  N8933B    4245    JFK  CHS      92.0       636  20.0    23.0  \n",
+       "253212  N13949    5824    EWR  ORF      50.0       284  20.0    25.0  \n",
+       "253214  N506MJ    3771    LGA  IAD      46.0       229  20.0    27.0  \n",
+       "253216  N366NB     926    EWR  ATL     115.0       746  20.0    29.0  \n",
+       "253218  N11119    4453    EWR  MCI     151.0      1092  20.0    31.0  \n",
+       "253219  N311US    2041    JFK  ATL     108.0       760  20.0    31.0  \n",
+       "253220  N187JB    1407    JFK  IAD      46.0       228  20.0    32.0  \n",
+       "253223  N13995    5839    EWR  ATL     117.0       746  20.0    35.0  \n",
+       "253226  N522MQ    3535    JFK  CMH      78.0       483  20.0    36.0  \n",
+       "253230  N16170    4131    EWR  RIC      49.0       277  20.0    39.0  \n",
+       "253238  N11113    4204    EWR  OKC     181.0      1325  20.0    48.0  \n",
+       "253242  N904XJ    3443    JFK  RDU      66.0       427  20.0    55.0  \n",
+       "253244  N921XJ    3525    JFK  ORD     117.0       740  20.0    59.0  \n",
+       "253247  N662JB     105    JFK  ORD     117.0       740  21.0     7.0  \n",
+       "253249  N13964    4543    EWR  DSM     154.0      1017  21.0    13.0  \n",
+       "253252  N926DL     947    LGA  ATL     108.0       762  21.0    17.0  \n",
+       "253253  N198JB     418    JFK  BOS      43.0       187  21.0    18.0  \n",
+       "253256  N16954    4361    EWR  TYS     114.0       631  21.0    20.0  \n",
+       "253257  N200PQ    5092    EWR  ATL     107.0       746  21.0    20.0  \n",
+       "253258  N635JB    1083    JFK  MCO     130.0       944  21.0    23.0  \n",
+       "253259  N998DL    2391    JFK  TPA     135.0      1005  21.0    24.0  \n",
+       "253263  N16981    4373    EWR  DCA      38.0       199  21.0    28.0  \n",
+       "253265  N229JB     408    JFK  PWM      43.0       273  21.0    29.0  \n",
+       "253267  N902XJ    3429    JFK  JAX     115.0       828  21.0    30.0  \n",
+       "253269  N27733    1128    LGA  ORD     114.0       733  21.0    33.0  \n",
+       "253270  N319US    2019    LGA  MSP     141.0      1020  21.0    37.0  \n",
+       "253275  N504JB    1271    LGA  FLL     138.0      1076  21.0    47.0  \n",
+       "253279  N12126    5804    EWR  OMA     154.0      1134  21.0    53.0  \n",
+       "253282  N415UA     267    EWR  SEA     298.0      2402  21.0    57.0  \n",
+       "253283  N634VA     415    JFK  LAX     309.0      2475  21.0    58.0  \n",
+       "253284  N750UW    2189    LGA  DCA      38.0       214  21.0    59.0  \n",
+       "253285  N191DN    2363    JFK  LAX     295.0      2475  22.0     1.0  \n",
+       "253287  N380DA    2065    JFK  FLL     135.0      1069  22.0     7.0  \n",
+       "253288  N6EAMQ    3662    LGA  ATL     109.0       762  22.0     7.0  \n",
+       "253289  N16178    4333    EWR  TUL     168.0      1215  22.0     9.0  \n",
+       "253290  N8928A    4051    JFK  CLE      75.0       425  22.0     9.0  \n",
+       "253291  N738US    2191    LGA  DCA      39.0       214  22.0    10.0  \n",
+       "253292  N558JB    1103    JFK  SJU     206.0      1598  22.0    11.0  \n",
+       "253293  N318JB     702    JFK  BUF      57.0       301  22.0    12.0  \n",
+       "253295  N903XJ    3395    JFK  DCA      38.0       213  22.0    13.0  \n",
+       "253297  N17229    1259    LGA  IAH     188.0      1416  22.0    15.0  \n",
+       "253298  N12195    4672    EWR  STL     124.0       872  22.0    20.0  \n",
+       "253299  N927XJ    3470    JFK  CVG      89.0       589  22.0    21.0  \n",
+       "253301  N990DL    1147    LGA  ATL     109.0       762  22.0    24.0  \n",
+       "253303  N510MQ    3384    LGA  CLT      75.0       544  22.0    30.0  \n",
+       "253304  N16987    4700    EWR  CLT      80.0       529  22.0    31.0  \n",
+       "253305  N920XJ    3285    JFK  MSY     159.0      1182  22.0    33.0  \n",
+       "253306  N989AT     778    LGA  ATL     110.0       762  22.0    34.0  \n",
+       "253308  N15555    3830    EWR  RIC      53.0       277  22.0    38.0  \n",
+       "253309  N929XJ    3433    JFK  PIT      62.0       340  22.0    41.0  \n",
+       "253310  N851UA     291    EWR  AUS     202.0      1504  22.0    46.0  \n",
+       "253311  N509JB    1201    JFK  FLL     136.0      1069  22.0    47.0  \n",
+       "253312  N604QX    5038    LGA  BHM     118.0       866  22.0    48.0  \n",
+       "253313  N708JB      97    JFK  DEN     204.0      1626  22.0    52.0  \n",
+       "253315  N556UW    1473    LGA  CLT      80.0       544  22.0    55.0  \n",
+       "253317  N38458    1451    EWR  BOS      43.0       200  22.0    59.0  \n",
+       "253318   N3768     347    JFK  SJU     201.0      1598  23.0     2.0  \n",
+       "253319  N423WN     579    LGA  MDW     103.0       725  23.0    10.0  \n",
+       "253321  N3DMAA    1709    LGA  MIA     147.0      1096  23.0    12.0  \n",
+       "253322  N717TW    1643    JFK  SEA     309.0      2422  23.0    13.0  \n",
+       "253323  N13988    4351    EWR  JAX     113.0       820  23.0    15.0  \n",
+       "253324  N13994    4240    EWR  BUF      47.0       282  23.0    16.0  \n",
+       "253325  N805JB    1183    JFK  MCO     123.0       944  23.0    19.0  \n",
+       "253329  N937AT     485    LGA  CAK      60.0       397  23.0    38.0  \n",
+       "253330  N13949    3823    EWR  SDF     104.0       642  23.0    39.0  \n",
+       "253332  N624AG    1465    JFK  SFO     311.0      2586  23.0    56.0  \n",
+       "253509  N638JB     525    JFK  TPA     136.0      1005   8.0    37.0  \n",
+       "253550  N643DL    1429    JFK  LAS     277.0      2248   9.0    29.0  \n",
+       "253571  N306JB    1491    JFK  ACK      53.0       199   9.0    57.0  \n",
+       "253605  N740SW    1783    EWR  AUS     204.0      1504  10.0    45.0  \n",
+       "253625  N487AA     317    LGA  ORD     102.0       733  11.0    10.0  \n",
+       "253633  N910DE    2379    LGA  FLL     152.0      1076  11.0    18.0  \n",
+       "253748   N3768    1375    JFK  SLC     252.0      1990  13.0    57.0  \n",
+       "253750  N767SW    2901    LGA  DEN     208.0      1620  14.0     1.0  \n",
+       "253764  N76055      15    EWR  HNL     589.0      4963  14.0    30.0  \n",
+       "253825  N766JB     703    JFK  SJU     201.0      1598  15.0    35.0  \n",
+       "253895  N399DA    2459    JFK  MCO     128.0       944  16.0    58.0  \n",
+       "253941  N578UA     561    LGA  DEN     197.0      1620  17.0    42.0  \n",
+       "253944  N657MQ    2949    JFK  BNA     117.0       765  17.0    50.0  \n",
+       "253963  N634JB     803    JFK  SJU     200.0      1598  18.0    18.0  \n",
+       "253972  N3EWAA    1750    JFK  BOS      37.0       187  18.0    29.0  \n",
+       "254022  N595JB     359    JFK  BUR     313.0      2465  20.0     3.0  \n",
+       "254024  N729JB     305    EWR  FLL     142.0      1065  20.0     5.0  \n",
+       "254026  N12563    4131    EWR  RIC      48.0       277  20.0    12.0  \n",
+       "254047  N559JB     883    JFK  MCO     128.0       944  21.0     3.0  \n",
+       "254064  N702TW    1465    JFK  SFO     328.0      2586  21.0    43.0  \n",
+       "254067  N805JB    1083    JFK  MCO     128.0       944  21.0    59.0  \n",
+       "254076  N636JB    1295    JFK  AUS     208.0      1521  23.0    30.0  \n",
+       "254082  N588JB     623    JFK  LAX     312.0      2475   1.0     6.0  \n",
+       "254151  N665JB     583    JFK  MCO     131.0       944   7.0     8.0  \n",
+       "254219  N33262    1627    EWR  PBI     171.0      1023   8.0    27.0  \n",
+       "254262  N357NW    2190    JFK  MIA     148.0      1089   9.0    10.0  \n",
+       "254296  N4XGAA     313    LGA  ORD     102.0       733  10.0     0.0  \n",
+       "254365  N599JB     795    JFK  AUS     200.0      1521  11.0    36.0  \n",
+       "254394  N530UA     454    EWR  LAS     274.0      2227  12.0    11.0  \n",
+       "254427  N505MQ    3461    LGA  BNA     110.0       764  13.0     0.0  \n",
+       "254450  N714CB     654    EWR  MDW     127.0       711  13.0    29.0  \n",
+       "254456  N399DA    2219    LGA  MSP     133.0      1020  13.0    40.0  \n",
+       "254492  N624JB     553    JFK  PBI     138.0      1028  14.0    25.0  \n",
+       "254503  N618JB     505    EWR  FLL     146.0      1065  14.0    43.0  \n",
+       "254539  N281JB     118    JFK  BOS      40.0       187  15.0     7.0  \n",
+       "254561  N922XJ    3291    JFK  BWI      35.0       184  15.0    30.0  \n",
+       "254608  N901XJ    3318    JFK  BUF      53.0       301  16.0     7.0  \n",
+       "254610  N605LR    3325    JFK  DFW     184.0      1391  16.0     8.0  \n",
+       "254620  N796JB     325    JFK  TPA     140.0      1005  16.0    20.0  \n",
+       "254633  N805JB     703    JFK  SJU     195.0      1598  16.0    30.0  \n",
+       "254723  N821JB    1729    JFK  RSW     149.0      1074  18.0     1.0  \n",
+       "254755  N629MQ    2949    JFK  BNA     111.0       765  18.0    36.0  \n",
+       "254760  N523JB    1801    JFK  FLL     140.0      1069  18.0    44.0  \n",
+       "254805  N527JB     803    JFK  SJU     199.0      1598  19.0    33.0  \n",
+       "254809  N362NB     926    EWR  ATL     127.0       746  19.0    34.0  \n",
+       "254846  N901XJ    3385    JFK  BOS      35.0       187  20.0    44.0  \n",
+       "254865  N4WAAA    1691    EWR  DFW     182.0      1372  21.0    15.0  \n",
+       "254871  N39475    1244    EWR  SJU     198.0      1608  21.0    26.0  \n",
+       "254884  N555UA     771    JFK  LAX     317.0      2475  22.0     3.0  \n",
+       "254885  N877AS    5714    JFK  IAD      42.0       228  22.0     6.0  \n",
+       "254886  N907DL    2391    JFK  TPA     132.0      1005  22.0     9.0  \n",
+       "254888  N723MQ    3603    LGA  DTW      77.0       502  22.0    18.0  \n",
+       "254889  N75851    1642    EWR  LAX     299.0      2454  22.0    19.0  \n",
+       "254896  N658JB     883    JFK  MCO     125.0       944  23.0    11.0  \n",
+       "254905  N636JB     745    JFK  PSE     203.0      1617   1.0    47.0  \n",
+       "254906  N705TW     141    JFK  SFO     325.0      2586   1.0    49.0  \n",
+       "255156  N8683B    3713    JFK  DCA      42.0       213  10.0    21.0  \n",
+       "255173  N391CA    4998    LGA  MCI     141.0      1107  10.0    37.0  \n",
+       "255201  N517MQ    3644    LGA  ATL     110.0       762  11.0    20.0  \n",
+       "255212  N566UA     317    EWR  SFO       NaN      2565  11.0    33.0  \n",
+       "255274  N518MQ    3461    LGA  BNA     103.0       764  13.0     4.0  \n",
+       "255286  N821JB      53    JFK  PBI     132.0      1028  13.0    21.0  \n",
+       "255319  N337JB    2502    JFK  BUF      57.0       301  14.0    14.0  \n",
+       "255329  N766JB     553    JFK  PBI     153.0      1028  14.0    32.0  \n",
+       "255402  N461UA     436    LGA  IAH     186.0      1416  15.0    40.0  \n",
+       "255405  N579UA     510    EWR  LAX     300.0      2454  15.0    44.0  \n",
+       "255431  N16147    4434    EWR  MCI     149.0      1092  16.0    10.0  \n",
+       "255453  N348NB    1231    LGA  DTW      76.0       502  16.0    28.0  \n",
+       "255459  N360NW    1935    LGA  TPA     130.0      1010  16.0    36.0  \n",
+       "255479  N384DA      31    JFK  SLC     261.0      1990  17.0     1.0  \n",
+       "255499  N920XJ    3540    JFK  MSP     144.0      1029  17.0    27.0  \n",
+       "255526  N16999    4252    EWR  IAD      40.0       212  18.0     5.0  \n",
+       "255528  N398DA     706    JFK  AUS     195.0      1521  18.0     6.0  \n",
+       "255532  N510MQ    3199    LGA  CLT      77.0       544  18.0     8.0  \n",
+       "255541  N4YGAA     341    LGA  ORD     104.0       733  18.0    18.0  \n",
+       "255565  N263AV     837    LGA  DEN     209.0      1620  18.0    41.0  \n",
+       "255567  N518MQ    3301    LGA  RDU      71.0       431  18.0    47.0  \n",
+       "255608  N508MQ    3674    LGA  CLE      66.0       419  19.0    39.0  \n",
+       "255630  N906MQ    3044    JFK  BWI      35.0       184  20.0     6.0  \n",
+       "255633  N925XJ    3525    JFK  ORD     111.0       740  20.0    14.0  \n",
+       "255637  N410UA     454    EWR  SNA     294.0      2434  20.0    23.0  \n",
+       "255648  N8674A    4261    JFK  RDU      63.0       427  20.0    38.0  \n",
+       "255672  N909XJ    3395    JFK  DCA      39.0       213  21.0    37.0  \n",
+       "255674  N800MQ    3374    JFK  RDU      67.0       427  21.0    43.0  \n",
+       "255677  N835VA      27    JFK  SFO     336.0      2586  21.0    52.0  \n",
+       "255678  N319AA      21    JFK  LAX     301.0      2475  21.0    57.0  \n",
+       "255679  N713TW    1465    JFK  SFO     325.0      2586  21.0    57.0  \n",
+       "255683  N632VA      29    JFK  SFO     338.0      2586  22.0    25.0  \n",
+       "255690  N768JB     499    LGA  MCO     117.0       950  22.0    49.0  \n",
+       "255693  N794JB     425    JFK  TPA     130.0      1005  23.0    33.0  \n",
+       "255708  N307JB    2002    JFK  BUF      50.0       301   0.0     4.0  \n",
+       "255709  N16561    4152    EWR  ATL     110.0       746   0.0     8.0  \n",
+       "255710  N361NB     985    JFK  BOS      34.0       187   0.0     9.0  \n",
+       "255711  N627JB     623    JFK  LAX     311.0      2475   0.0    11.0  \n",
+       "255712  N198JB    1677    JFK  JAX     119.0       828   0.0    13.0  \n",
+       "255713  N939DL    2331    LGA  DTW      69.0       502   0.0    14.0  \n",
+       "255714  N39475    1439    EWR  LAX     304.0      2454   0.0    14.0  \n",
+       "255715  N247JB     108    JFK  PWM      48.0       273   0.0    19.0  \n",
+       "255717  N17108    4361    EWR  TYS      90.0       631   0.0    21.0  \n",
+       "255718  N13978    4700    EWR  CLT      85.0       529   0.0    23.0  \n",
+       "255719  N570UA     695    LGA  ORD      95.0       733   0.0    23.0  \n",
+       "255720  N721MQ    3603    LGA  DTW      74.0       502   0.0    24.0  \n",
+       "255721  N329JB     618    JFK  BOS      41.0       187   0.0    26.0  \n",
+       "255722  N298JB     234    JFK  BTV      53.0       266   0.0    28.0  \n",
+       "255723  N75426    1680    EWR  MIA     137.0      1085   0.0    28.0  \n",
+       "255724  N3761R     503    JFK  SAN     305.0      2446   0.0    37.0  \n",
+       "255725  N399DA    2159    JFK  MCO     121.0       944   0.0    42.0  \n",
+       "255726  N948UW    2144    LGA  BOS      36.0       184   0.0    47.0  \n",
+       "255727  N14125    4672    EWR  STL     121.0       872   0.0    50.0  \n",
+       "255728  N7735A     579    LGA  MDW      97.0       725   0.0    58.0  \n",
+       "255729  N24715    1686    EWR  BOS      36.0       200   1.0     0.0  \n",
+       "255730  N16170    4276    EWR  PWM      44.0       284   1.0    15.0  \n",
+       "255731  N625JB     839    JFK  BQN     202.0      1576   1.0    30.0  \n",
+       "255732  N768JB     745    JFK  PSE     207.0      1617   1.0    41.0  \n",
+       "255733  N968AT     778    LGA  ATL     104.0       762   1.0    43.0  \n",
+       "255734  N178JB     718    JFK  BOS      39.0       187   2.0    31.0  \n",
+       "255735  N374JB    1816    JFK  SYR      39.0       209   2.0    32.0  \n",
+       "255811  N828AS    5747    LGA  IAD      41.0       229   7.0    21.0  \n",
+       "255943  N16147    4364    EWR  MCI     145.0      1092   9.0    32.0  \n",
+       "255949  N503JB     461    LGA  PBI     139.0      1035   9.0    39.0  \n",
+       "255961  N301NB    2457    LGA  MSY     156.0      1183   9.0    53.0  \n",
+       "255976  N494UA     208    EWR  LAS     279.0      2227  10.0    15.0  \n",
+       "255984  N504UA     653    EWR  LAX     295.0      2454  10.0    24.0  \n",
+       "256000  N554JB     271    LGA  FLL     139.0      1076  10.0    50.0  \n",
+       "256029  N508UA     642    JFK  SFO     329.0      2586  11.0    23.0  \n",
+       "256031  N385HA      51    JFK  HNL     601.0      4983  11.0    28.0  \n",
+       "256062  N832UA     548    EWR  SFO     325.0      2565  12.0     1.0  \n",
+       "256093  N835UA     450    EWR  SFO     323.0      2565  12.0    53.0  \n",
+       "256100  N577UA     561    LGA  DEN     205.0      1620  12.0    59.0  \n",
+       "256106  N750EV    4974    LGA  BTV      47.0       258  13.0     6.0  \n",
+       "256115  N454AA     743    LGA  DFW     184.0      1389  13.0    15.0  \n",
+       "256122  N621JB     971    LGA  FLL     140.0      1076  13.0    22.0  \n",
+       "256133  N505UA     580    JFK  SFO     320.0      2586  13.0    36.0  \n",
+       "256134  N3735D      27    JFK  ATL     101.0       760  13.0    37.0  \n",
+       "256135  N519MQ    3658    LGA  ATL     108.0       762  13.0    37.0  \n",
+       "256138  N624JB      41    JFK  FLL     142.0      1069  13.0    43.0  \n",
+       "256145  N526MQ    3546    LGA  MSP     136.0      1020  13.0    53.0  \n",
+       "256173  N13553    4118    EWR  DTW      83.0       488  14.0    32.0  \n",
+       "256182  N330NB    2043    JFK  ATL     117.0       760  14.0    42.0  \n",
+       "256231  N352NB    1653    EWR  ATL     113.0       746  15.0    12.0  \n",
+       "256239  N709TW    1765    JFK  SFO     323.0      2586  15.0    19.0  \n",
+       "256248  N319AA     117    JFK  LAX     318.0      2475  15.0    27.0  \n",
+       "256259  N920DE    1685    LGA  MCO     130.0       950  15.0    35.0  \n",
+       "256303  N624AG    1565    JFK  SFO     354.0      2586  16.0    20.0  \n",
+       "256333  N484UA     315    EWR  SAN     316.0      2425  16.0    57.0  \n",
+       "256342  N836AY    3698    EWR  CVG       NaN       569  17.0     1.0  \n",
+       "256364  N554UA     257    JFK  SFO     382.0      2586  17.0    34.0  \n",
+       "256370  N14953    4352    EWR  CVG       NaN       569  17.0    39.0  \n",
+       "256375  N713TW     141    JFK  SFO     378.0      2586  17.0    48.0  \n",
+       "256392  N37420    1107    EWR  DEN     250.0      1605  18.0     5.0  \n",
+       "256394  N634JB    1161    LGA  PBI     135.0      1035  18.0     8.0  \n",
+       "256396  N564UA     222    EWR  LAX     338.0      2454  18.0    10.0  \n",
+       "256400  N589UA     512    JFK  SFO     368.0      2586  18.0    18.0  \n",
+       "256413  N37470    1556    EWR  SFO     337.0      2565  18.0    40.0  \n",
+       "256415  N167US     894    LGA  CLT      98.0       544  18.0    44.0  \n",
+       "256418  N3KCAA     145    JFK  SAN     325.0      2446  18.0    50.0  \n",
+       "256419  N3FMAA    1901    JFK  IAH     202.0      1417  18.0    50.0  \n",
+       "256425  N13118    4304    EWR  IAD      48.0       212  19.0     0.0  \n",
+       "256428  N849MQ    3365    JFK  DCA      64.0       213  19.0     2.0  \n",
+       "256431  N906FJ    2751    LGA  CLT      83.0       544  19.0     5.0  \n",
+       "256432  N37465    1266    EWR  LAX     331.0      2454  19.0     7.0  \n",
+       "256440  N566JB     803    JFK  SJU     201.0      1598  19.0    17.0  \n",
+       "256442  N905DE     847    LGA  ATL       NaN       762  19.0    20.0  \n",
+       "256447  N75853    1165    EWR  LAX     339.0      2454  19.0    33.0  \n",
+       "256448  N14228    1218    EWR  DFW     190.0      1372  19.0    34.0  \n",
+       "256450  N326NB    2131    LGA  DTW      72.0       502  19.0    35.0  \n",
+       "256452  N361NB     402    JFK  BOS      37.0       187  19.0    37.0  \n",
+       "256457  N8683B    4101    JFK  ROC      53.0       264  19.0    53.0  \n",
+       "256460  N323AA     177    JFK  SFO     362.0      2586  19.0    57.0  \n",
+       "256465  N37462    1100    EWR  SEA     325.0      2402  20.0    10.0  \n",
+       "256471  N3AJAA     785    LGA  DFW     182.0      1389  20.0    14.0  \n",
+       "256472  N38473    1141    EWR  SFO     337.0      2565  20.0    15.0  \n",
+       "256473  N763SW     625    EWR  MDW      96.0       711  20.0    16.0  \n",
+       "256477  N554UW    1857    LGA  CLT      97.0       544  20.0    21.0  \n",
+       "256478  N911DL     947    LGA  ATL     108.0       762  20.0    22.0  \n",
+       "256481  N717EV    5038    LGA  BHM     118.0       866  20.0    25.0  \n",
+       "256482  N723MQ    3556    LGA  DTW      76.0       502  20.0    25.0  \n",
+       "256483  N14972    4326    EWR  CLT      86.0       529  20.0    26.0  \n",
+       "256486  N623JB     669    JFK  SJC     334.0      2569  20.0    33.0  \n",
+       "256487  N542AA     359    LGA  ORD     108.0       733  20.0    38.0  \n",
+       "256488  N912DE    2139    LGA  MIA     141.0      1096  20.0    38.0  \n",
+       "256490  N3HTAA    1762    JFK  BOS      42.0       187  20.0    43.0  \n",
+       "256491  N609DL      87    JFK  SLC     261.0      1990  20.0    43.0  \n",
+       "256492  N918XJ    3429    JFK  JAX     111.0       828  20.0    46.0  \n",
+       "256495  N294WN     345    LGA  DEN     215.0      1620  20.0    51.0  \n",
+       "256498  N17185    4204    EWR  OKC     170.0      1325  20.0    58.0  \n",
+       "256499  N17169    4453    EWR  MCI     158.0      1092  20.0    58.0  \n",
+       "256500  N16918    4224    EWR  MKE     117.0       725  20.0    59.0  \n",
+       "256501  N641VA      23    JFK  SFO     334.0      2586  20.0    59.0  \n",
+       "256502  N497UA     509    LGA  DEN     213.0      1620  20.0    59.0  \n",
+       "256503  N725MQ    3573    LGA  CMH      81.0       479  21.0     0.0  \n",
+       "256504  N467UA     291    EWR  ORD      96.0       719  21.0     0.0  \n",
+       "256506  N536JB     305    EWR  FLL     134.0      1065  21.0     2.0  \n",
+       "256508  N658JB     105    JFK  ORD     104.0       740  21.0     6.0  \n",
+       "256509  N338AA      21    JFK  LAX     309.0      2475  21.0     7.0  \n",
+       "256511  N339JB     418    JFK  BOS      40.0       187  21.0    12.0  \n",
+       "256512  N613JB     415    JFK  SFO       NaN      2586  21.0    15.0  \n",
+       "256515  N528VA     193    EWR  SFO     328.0      2565  21.0    16.0  \n",
+       "256516  N717TW    1163    JFK  LAX     319.0      2475  21.0    17.0  \n",
+       "256517  N978DL    1147    LGA  ATL     108.0       762  21.0    22.0  \n",
+       "256518  N521JB     167    JFK  OAK     336.0      2576  21.0    23.0  \n",
+       "256520  N339NB    1091    JFK  SAT     198.0      1587  21.0    23.0  \n",
+       "256521  N521VA     187    EWR  SFO     325.0      2565  21.0    23.0  \n",
+       "256522  N24729    1187    EWR  CLE      65.0       404  21.0    24.0  \n",
+       "256526  N3737C    1485    LGA  MCO     119.0       950  21.0    27.0  \n",
+       "256527  N555UA     771    JFK  LAX     320.0      2475  21.0    27.0  \n",
+       "256528  N4YDAA    1691    EWR  DFW     175.0      1372  21.0    28.0  \n",
+       "256529  N430UA     485    EWR  DEN     205.0      1605  21.0    28.0  \n",
+       "256532  N305DQ    2142    EWR  ATL     102.0       746  21.0    35.0  \n",
+       "256536  N836MQ    3591    LGA  RDU      69.0       431  21.0    40.0  \n",
+       "256537  N831UA     253    EWR  ORD      96.0       719  21.0    41.0  \n",
+       "256538  N529UA     212    EWR  SFO     330.0      2565  21.0    42.0  \n",
+       "256542  N963AT     485    LGA  CAK      57.0       397  21.0    52.0  \n",
+       "256544  N75433    1244    EWR  SJU     200.0      1608  21.0    55.0  \n",
+       "256546  N463WN    1454    EWR  MSY     156.0      1167  21.0    57.0  \n",
+       "256547  N500MQ    3134    EWR  ORD      97.0       719  22.0     0.0  \n",
+       "256549  N576UA     207    EWR  SFO     329.0      2565  22.0     4.0  \n",
+       "256550  N3740C    2065    JFK  FLL     140.0      1069  22.0     9.0  \n",
+       "256551  N11565    4370    EWR  CHS      92.0       628  22.0    10.0  \n",
+       "256552  N730EV    5254    LGA  DSM       NaN      1031  22.0    11.0  \n",
+       "256553  N498WN    1271    EWR  MDW      97.0       711  22.0    13.0  \n",
+       "256555  N75429    1581    EWR  SEA     310.0      2402  22.0    15.0  \n",
+       "256556  N387DA    1729    JFK  LAS     284.0      2248  22.0    19.0  \n",
+       "256557  N27213    1532    EWR  SFO     328.0      2565  22.0    21.0  \n",
+       "256558  N636JB    1295    JFK  AUS     197.0      1521  22.0    23.0  \n",
+       "256559  N523VA     169    EWR  LAX     320.0      2454  22.0    27.0  \n",
+       "256560  N561UA     490    EWR  PDX     310.0      2434  22.0    27.0  \n",
+       "256561  N604LR    3540    JFK  MSP       NaN      1029  22.0    28.0  \n",
+       "256562  N7726A    2603    LGA  BNA     108.0       764  22.0    29.0  \n",
+       "256563  N637VA     415    JFK  LAX     326.0      2475  22.0    31.0  \n",
+       "256564  N178JB    1202    JFK  BUF      57.0       301  22.0    38.0  \n",
+       "256565  N239JB    2680    EWR  BOS      43.0       200  22.0    40.0  \n",
+       "256566  N332NW    2019    LGA  MSP     143.0      1020  22.0    44.0  \n",
+       "256567  N37474    1682    EWR  FLL     136.0      1065  22.0    44.0  \n",
+       "256568  N14998    3833    EWR  CVG      93.0       569  22.0    45.0  \n",
+       "256569  N528MQ    3317    LGA  RDU      66.0       431  22.0    45.0  \n",
+       "256570  N14143    5804    EWR  OMA     152.0      1134  22.0    47.0  \n",
+       "256571  N902XJ    3472    JFK  DTW      74.0       509  22.0    49.0  \n",
+       "256572  N827AS    5714    JFK  IAD      46.0       228  22.0    50.0  \n",
+       "256573  N12540    4368    EWR  DCA      39.0       199  22.0    53.0  \n",
+       "256574  N748UW    2191    LGA  DCA      45.0       214  22.0    55.0  \n",
+       "256575  N35271    1408    EWR  SAN     294.0      2425  22.0    56.0  \n",
+       "256576  N12167    4333    EWR  TUL     157.0      1215  22.0    58.0  \n",
+       "256577  N39415    1292    EWR  FLL     143.0      1065  23.0     0.0  \n",
+       "256578  N16571    3832    EWR  SDF     100.0       642  23.0     3.0  \n",
+       "256579  N835VA      27    JFK  SFO     338.0      2586  23.0     6.0  \n",
+       "256580  N6EAMQ    3674    LGA  CLE      59.0       419  23.0     6.0  \n",
+       "256581  N14570    3267    EWR  ORF      48.0       284  23.0     8.0  \n",
+       "256582  N592JB     425    JFK  TPA     135.0      1005  23.0     8.0  \n",
+       "256583  N722MQ    3367    LGA  XNA     162.0      1147  23.0     9.0  \n",
+       "256584  N506JB      97    JFK  DEN     223.0      1626  23.0    10.0  \n",
+       "256585  N903WN     542    LGA  MKE      98.0       738  23.0    10.0  \n",
+       "256586  N3CCAA     361    LGA  ORD      99.0       733  23.0    17.0  \n",
+       "256587  N541UA     755    EWR  LAX     318.0      2454  23.0    18.0  \n",
+       "256588  N16987    3830    EWR  RIC      51.0       277  23.0    23.0  \n",
+       "256589  N18102    4536    EWR  CVG      84.0       569  23.0    25.0  \n",
+       "256590  N12201    4543    EWR  DSM     136.0      1017  23.0    25.0  \n",
+       "256591  N571JB    1203    JFK  SJU     204.0      1598  23.0    32.0  \n",
+       "256592  N188DN    2363    JFK  LAX     304.0      2475  23.0    39.0  \n",
+       "256593  N501MQ    3662    LGA  ATL     103.0       762  23.0    44.0  \n",
+       "256594  N800MQ    3621    JFK  DCA      46.0       213  23.0    46.0  \n",
+       "256595  N3730B     884    LGA  DEN     201.0      1620  23.0    47.0  \n",
+       "256596  N184JB     486    JFK  ROC      50.0       264  23.0    51.0  \n",
+       "256597  N528AA     371    LGA  ORD     102.0       733  23.0    52.0  \n",
+       "256598  N374DA    2370    LGA  PBI     139.0      1035  23.0    52.0  \n",
+       "256599  N33714    1595    EWR  ORD      96.0       719  23.0    52.0  \n",
+       "256600  N633VA      29    JFK  SFO     337.0      2586  23.0    54.0  \n",
+       "256601  N544AA     363    LGA  ORD     101.0       733  24.0     0.0  \n",
+       "256642   N3766    1729    JFK  LAS     279.0      2248   0.0     2.0  \n",
+       "256644  N324NB    1091    JFK  SAT     194.0      1587   0.0     9.0  \n",
+       "256645  N587JB     623    JFK  LAX     307.0      2475   0.0    11.0  \n",
+       "256647  N717EV    5258    LGA  MHT      31.0       195   0.0    30.0  \n",
+       "256648  N131EV    5092    EWR  ATL      93.0       746   0.0    54.0  \n",
+       "256649  N13949    4351    EWR  JAX     105.0       820   1.0     2.0  \n",
+       "256650  N179JB     108    JFK  PWM      47.0       273   1.0     4.0  \n",
+       "256651  N565JB     745    JFK  PSE     205.0      1617   1.0    11.0  \n",
+       "256652  N351NB     985    JFK  BOS      33.0       187   2.0    16.0  \n",
+       "256749  N8600F     273    LGA  MDW     104.0       725   7.0    11.0  \n",
+       "256770  N323JB    2180    EWR  BOS      41.0       200   7.0    33.0  \n",
+       "256775  N526MQ    3676    LGA  CLT      81.0       544   7.0    43.0  \n",
+       "256845  N746JB     453    JFK  PBI     135.0      1028   8.0    39.0  \n",
+       "256859  N53442    1701    EWR  FLL     138.0      1065   8.0    57.0  \n",
+       "256863  N713EV    4963    EWR  MSP     136.0      1008   8.0    59.0  \n",
+       "256892  N710EV    4998    LGA  MCI     143.0      1107   9.0    34.0  \n",
+       "256896  N163US    1831    JFK  CLT      78.0       541   9.0    38.0  \n",
+       "256923  N711MQ    3272    LGA  CLE      65.0       419  10.0     3.0  \n",
+       "256943  N625JB     795    JFK  AUS     194.0      1521  10.0    34.0  \n",
+       "256947  N560UA     397    JFK  SFO     331.0      2586  10.0    43.0  \n",
+       "256954  N614QX    5109    LGA  CHS      93.0       641  10.0    52.0  \n",
+       "256967  N527MQ    3407    LGA  CMH      71.0       479  10.0    58.0  \n",
+       "256972  N8888D    4105    JFK  CHS      94.0       636  11.0     2.0  \n",
+       "256979  N623JB     411    JFK  LAS     284.0      2248  11.0     8.0  \n",
+       "256998  N6EAMQ    3689    LGA  DTW      72.0       502  11.0    36.0  \n",
+       "257006  N320AA     179    JFK  SFO     326.0      2586  11.0    49.0  \n",
+       "257022  N3740C    1275    JFK  SLC     262.0      1990  12.0     3.0  \n",
+       "257027  N636VA      23    JFK  SFO     336.0      2586  12.0     7.0  \n",
+       "257066  N738EV    4974    LGA  BTV      43.0       258  12.0    56.0  \n",
+       "257107  N12166    6054    EWR  IAD      72.0       212  13.0    55.0  \n",
+       "257117  N720MQ    3340    LGA  DTW      78.0       502  14.0     8.0  \n",
+       "257121  N597AA     329    LGA  ORD     110.0       733  14.0    16.0  \n",
+       "257126  N916DE     781    LGA  ATL      99.0       762  14.0    20.0  \n",
+       "257131  N16987    5837    EWR  RIC      57.0       277  14.0    27.0  \n",
+       "257140  N29917    4193    EWR  MSP     144.0      1008  14.0    43.0  \n",
+       "257182  N323US    2343    EWR  ATL      97.0       746  15.0    19.0  \n",
+       "257185  N827AS    5712    JFK  IAD      47.0       228  15.0    24.0  \n",
+       "257203  N501MQ    3567    LGA  CLT      75.0       544  15.0    40.0  \n",
+       "257214  N13913    4336    EWR  ATL     103.0       746  15.0    53.0  \n",
+       "257215  N12996    6049    EWR  IAD      71.0       212  15.0    53.0  \n",
+       "257218  N19554    4596    EWR  STL     122.0       872  15.0    55.0  \n",
+       "257220  N391CA    5132    LGA  SYR      33.0       198  15.0    56.0  \n",
+       "257221  N14904    4111    EWR  CHS      92.0       628  15.0    57.0  \n",
+       "257227  N298JB     477    JFK  JAX     117.0       828  16.0     2.0  \n",
+       "257234  N15986    4326    EWR  CLT      78.0       529  16.0     8.0  \n",
+       "257240  N12136    4377    EWR  JAX     109.0       820  16.0    12.0  \n",
+       "257241  N8888D    4115    JFK  IAD      58.0       228  16.0    13.0  \n",
+       "257244  N30401    1290    EWR  CLE      70.0       404  16.0    17.0  \n",
+       "257248  N593JB      83    JFK  MCO     127.0       944  16.0    24.0  \n",
+       "257257  N234WN     216    EWR  MDW     100.0       711  16.0    32.0  \n",
+       "257258  N614QX    4978    LGA  CLT      77.0       544  16.0    34.0  \n",
+       "257264  N835AS    5713    LGA  IAD      49.0       229  16.0    43.0  \n",
+       "257271  N929XJ    3318    JFK  BUF      51.0       301  16.0    56.0  \n",
+       "257272  N273JB    1373    JFK  CHS      95.0       636  16.0    56.0  \n",
+       "257277  N231WN     262    EWR  DEN     206.0      1605  16.0    58.0  \n",
+       "257280  N75429    1151    EWR  SEA     336.0      2402  17.0     0.0  \n",
+       "257281  N922XJ    3459    JFK  BNA     111.0       765  17.0     2.0  \n",
+       "257287  N14953    6002    EWR  SDF     103.0       642  17.0     6.0  \n",
+       "257292  N12540    5841    EWR  STL     120.0       872  17.0    10.0  \n",
+       "257294  N740EV    5461    LGA  RDU      68.0       431  17.0    11.0  \n",
+       "257296  N336NB    1231    LGA  DTW     110.0       502  17.0    11.0  \n",
+       "257300  N16559    4294    EWR  SAV     100.0       708  17.0    20.0  \n",
+       "257304  N561UA     996    EWR  SFO     320.0      2565  17.0    26.0  \n",
+       "257307  N508MQ    3199    LGA  CLT      90.0       544  17.0    31.0  \n",
+       "257313  N530UA     207    EWR  SFO     329.0      2565  17.0    33.0  \n",
+       "257317  N329JB    1105    JFK  ORD     111.0       740  17.0    36.0  \n",
+       "257323  N13994    4092    EWR  DAY      79.0       533  17.0    47.0  \n",
+       "257324  N8747B    4013    JFK  PHL      24.0        94  17.0    47.0  \n",
+       "257325  N379DA    2231    LGA  DTW     105.0       502  17.0    47.0  \n",
+       "257327  N658MQ    2949    JFK  BNA     125.0       765  17.0    49.0  \n",
+       "257332  N317JB     918    JFK  BOS      46.0       187  18.0     0.0  \n",
+       "257333  N989DL    1619    LGA  MSP     150.0      1020  18.0     2.0  \n",
+       "257335  N602LR    3448    JFK  CVG      84.0       589  18.0     3.0  \n",
+       "257337  N652JB      89    JFK  SAN     301.0      2446  18.0     4.0  \n",
+       "257343  N937XJ    3393    JFK  DCA      44.0       213  18.0     8.0  \n",
+       "257345  N775JB    1117    LGA  TPA     132.0      1010  18.0    11.0  \n",
+       "257346  N14173    4091    EWR  IAD      37.0       212  18.0    12.0  \n",
+       "257348  N477UA     608    EWR  ORD     110.0       719  18.0    12.0  \n",
+       "257350  N3763D     503    JFK  SAN     290.0      2446  18.0    13.0  \n",
+       "257351  N735MQ    3416    LGA  RDU      67.0       431  18.0    14.0  \n",
+       "257352  N11548    5824    EWR  ORF      48.0       284  18.0    15.0  \n",
+       "257355  N716EV    5509    EWR  DTW      76.0       488  18.0    21.0  \n",
+       "257360  N3771K     479    EWR  SLC     260.0      1969  18.0    29.0  \n",
+       "257361  N593AA     345    LGA  ORD     107.0       733  18.0    30.0  \n",
+       "257364  N329NB     127    JFK  DTW      92.0       509  18.0    32.0  \n",
+       "257365  N13718    1661    LGA  IAH     173.0      1416  18.0    35.0  \n",
+       "257366  N507UA     509    LGA  DEN     214.0      1620  18.0    36.0  \n",
+       "257368  N717EV    5601    LGA  CLT      80.0       544  18.0    37.0  \n",
+       "257369  N16918    4118    EWR  DTW      82.0       488  18.0    37.0  \n",
+       "257372  N517JB     803    JFK  SJU     203.0      1598  18.0    42.0  \n",
+       "257373  N713MQ    3556    LGA  DTW      82.0       502  18.0    42.0  \n",
+       "257377  N206FR     837    LGA  DEN     217.0      1620  18.0    45.0  \n",
+       "257380  N926XJ    3341    JFK  DTW      92.0       509  18.0    51.0  \n",
+       "257381  N527JB     299    LGA  MCO     136.0       950  18.0    51.0  \n",
+       "257382  N286WN      19    EWR  STL     114.0       872  18.0    55.0  \n",
+       "257384  N11565    4411    EWR  MEM     129.0       946  18.0    58.0  \n",
+       "257385  N265JB     408    JFK  PWM      48.0       273  18.0    58.0  \n",
+       "257387  N341NW    1321    EWR  MSP     138.0      1008  19.0     3.0  \n",
+       "257388  N165US     894    LGA  CLT      78.0       544  19.0     5.0  \n",
+       "257390  N38424    1161    EWR  SAN     295.0      2425  19.0     8.0  \n",
+       "257391  N764US    2185    LGA  DCA      61.0       214  19.0     9.0  \n",
+       "257392  N329AA     181    JFK  LAX     326.0      2475  19.0    11.0  \n",
+       "257396  N393AA      85    JFK  SFO     332.0      2586  19.0    15.0  \n",
+       "257398  N914XJ    3540    JFK  MSP     147.0      1029  19.0    19.0  \n",
+       "257399  N37422    1100    EWR  SEA     329.0      2402  19.0    19.0  \n",
+       "257404  N6703D    1499    LGA  ATL     113.0       762  19.0    22.0  \n",
+       "257405  N203WN     625    EWR  MDW     106.0       711  19.0    23.0  \n",
+       "257406  N33289    1442    EWR  DFW     170.0      1372  19.0    23.0  \n",
+       "257409  N353JB    2580    EWR  BOS      58.0       200  19.0    25.0  \n",
+       "257410  N26549    4202    EWR  STL     119.0       872  19.0    26.0  \n",
+       "257412  N13949    4352    EWR  CVG      91.0       569  19.0    31.0  \n",
+       "257415  N535JB     305    EWR  FLL     142.0      1065  19.0    36.0  \n",
+       "257416  N912DE      83    JFK  MIA     145.0      1089  19.0    37.0  \n",
+       "257418  N358NB     926    EWR  ATL      95.0       746  19.0    38.0  \n",
+       "257420  N566UA     212    EWR  SFO     325.0      2565  19.0    40.0  \n",
+       "257421  N173AT     771    LGA  ATL     103.0       762  19.0    41.0  \n",
+       "257422  N518MQ    3526    LGA  CMH      72.0       479  19.0    41.0  \n",
+       "257423  N306JB    1202    JFK  BUF      59.0       301  19.0    43.0  \n",
+       "257424  N273WN     345    LGA  DEN     211.0      1620  19.0    44.0  \n",
+       "257425  N524JB     153    JFK  PBI     136.0      1028  19.0    45.0  \n",
+       "257426  N768JB     415    JFK  SFO     332.0      2586  19.0    45.0  \n",
+       "257428  N28457    1684    EWR  MIA     149.0      1085  19.0    45.0  \n",
+       "257429  N651JB     167    JFK  OAK     330.0      2576  19.0    47.0  \n",
+       "257437  N549UW      17    JFK  PHX     266.0      2153  19.0    52.0  \n",
+       "257439  N323AS       7    EWR  SEA     323.0      2402  19.0    58.0  \n",
+       "257440  N908FJ    2751    LGA  CLT      73.0       544  19.0    58.0  \n",
+       "257441  N39415    1141    EWR  SFO     322.0      2565  19.0    58.0  \n",
+       "257442  N456WN    1454    EWR  MSY     142.0      1167  19.0    59.0  \n",
+       "257443  N625JB     711    JFK  LAS     283.0      2248  20.0     0.0  \n",
+       "257445  N13914    4511    EWR  ROC      41.0       246  20.0     5.0  \n",
+       "257446  N13538    4382    EWR  DTW      80.0       488  20.0     6.0  \n",
+       "257447  N742PS    2187    LGA  DCA      60.0       214  20.0     6.0  \n",
+       "257448  N35407    1417    EWR  PBI     129.0      1023  20.0     7.0  \n",
+       "257449  N835VA      27    JFK  SFO     335.0      2586  20.0     8.0  \n",
+       "257450  N8694A    3807    EWR  CVG      83.0       569  20.0     9.0  \n",
+       "257453  N484AA     359    LGA  ORD     105.0       733  20.0    10.0  \n",
+       "257454  N952AT     778    LGA  ATL     100.0       762  20.0    11.0  \n",
+       "257456  N592JB     669    JFK  SJC     327.0      2569  20.0    12.0  \n",
+       "257457  N31131    4300    EWR  RIC      55.0       277  20.0    14.0  \n",
+       "257458  N338AA     177    JFK  SFO     339.0      2586  20.0    16.0  \n",
+       "257463  N235WN     580    EWR  HOU     172.0      1411  20.0    22.0  \n",
+       "257464  N579UA     518    EWR  LAX     308.0      2454  20.0    22.0  \n",
+       "257465  N27724    1187    EWR  CLE      67.0       404  20.0    23.0  \n",
+       "257467  N21537    5812    EWR  CHS      89.0       628  20.0    28.0  \n",
+       "257472  N374DA    1485    LGA  MCO     137.0       950  20.0    32.0  \n",
+       "257473  N674DL      87    JFK  SLC     258.0      1990  20.0    37.0  \n",
+       "257476  N77296    1259    LGA  IAH     170.0      1416  20.0    43.0  \n",
+       "257477  N525UA     389    JFK  SFO     366.0      2586  20.0    45.0  \n",
+       "257478  N14570    3841    EWR  CVG      86.0       569  20.0    46.0  \n",
+       "257482  N369NB    2131    LGA  DTW      74.0       502  20.0    51.0  \n",
+       "257484  N11150    4204    EWR  OKC     172.0      1325  21.0     1.0  \n",
+       "257486  N200WN     542    LGA  MKE     104.0       738  21.0     3.0  \n",
+       "257487  N920XJ    3433    JFK  PIT      60.0       340  21.0     4.0  \n",
+       "257489  N522VA     193    EWR  SFO     334.0      2565  21.0     5.0  \n",
+       "257490  N333NW    1854    LGA  FLL     131.0      1076  21.0     6.0  \n",
+       "257492  N992DL    1147    LGA  ATL      95.0       762  21.0     9.0  \n",
+       "257493  N78438    1555    EWR  SAN     298.0      2425  21.0     9.0  \n",
+       "257495  N372DA    2007    JFK  PDX     326.0      2454  21.0    19.0  \n",
+       "257497  N834UA     331    EWR  PDX     322.0      2434  21.0    24.0  \n",
+       "257498  N408UA     664    EWR  TPA     125.0       997  21.0    24.0  \n",
+       "257499  N15910    4361    EWR  TYS      92.0       631  21.0    25.0  \n",
+       "257500  N426AA    1691    EWR  DFW     169.0      1372  21.0    26.0  \n",
+       "257503  N757LV    2603    LGA  BNA     103.0       764  21.0    30.0  \n",
+       "257504  N412UA     260    EWR  IAH     165.0      1400  21.0    31.0  \n",
+       "257506  N21130    4333    EWR  TUL     158.0      1215  21.0    34.0  \n",
+       "257507   N704X    1465    JFK  SFO     349.0      2586  21.0    34.0  \n",
+       "257509  N967DL    2391    JFK  TPA     125.0      1005  21.0    36.0  \n",
+       "257510  N15985    4434    EWR  CLT      73.0       529  21.0    37.0  \n",
+       "257512  N8888D    4079    JFK  BWI      35.0       184  21.0    41.0  \n",
+       "257513  N738MQ    3591    LGA  RDU      64.0       431  21.0    42.0  \n",
+       "257514  N590JB     135    JFK  PHX     265.0      2153  21.0    44.0  \n",
+       "257515  N925XJ    3285    JFK  MSY     147.0      1182  21.0    45.0  \n",
+       "257517  N509MQ    3535    JFK  CMH      85.0       483  21.0    45.0  \n",
+       "257518  N521JB     105    JFK  ORD     110.0       740  21.0    48.0  \n",
+       "257519  N819AY    4218    JFK  PHL      29.0        94  21.0    50.0  \n",
+       "257520  N794JB     161    JFK  SMF     325.0      2521  21.0    51.0  \n",
+       "257522  N502UA     771    JFK  LAX     297.0      2475  21.0    52.0  \n",
+       "257523  N636JB    1295    JFK  AUS     181.0      1521  21.0    55.0  \n",
+       "257525  N12157    4453    EWR  MCI     144.0      1092  21.0    57.0  \n",
+       "257526  N917XJ    3472    JFK  DTW      80.0       509  21.0    58.0  \n",
+       "257527  N11181    4131    EWR  RIC      50.0       277  22.0     0.0  \n",
+       "257529  N527MQ    3674    LGA  CLE      59.0       419  22.0     0.0  \n",
+       "257530  N14920    4536    EWR  CVG      85.0       569  22.0     3.0  \n",
+       "257531  N906DL    2139    LGA  MIA     138.0      1096  22.0     3.0  \n",
+       "257532  N39728    1680    EWR  MIA     152.0      1085  22.0     5.0  \n",
+       "257533  N915XJ    3385    JFK  BOS      43.0       187  22.0     7.0  \n",
+       "257534  N784JB    1103    JFK  SJU     203.0      1598  22.0    11.0  \n",
+       "257535  N926WN    1271    EWR  MDW      99.0       711  22.0    11.0  \n",
+       "257536  N17146    4543    EWR  DSM     136.0      1017  22.0    12.0  \n",
+       "257537  N599JB      71    JFK  SLC     258.0      1990  22.0    13.0  \n",
+       "257539  N937XJ    3443    JFK  RDU      64.0       427  22.0    14.0  \n",
+       "257540  N365NB    1715    LGA  MSY     148.0      1183  22.0    15.0  \n",
+       "257541  N524MQ    3604    EWR  ORD     102.0       719  22.0    15.0  \n",
+       "257542  N970DL     975    LGA  PIT      63.0       335  22.0    16.0  \n",
+       "257543  N717JL     485    LGA  CAK      59.0       397  22.0    18.0  \n",
+       "257546  N963DL    1247    LGA  ATL      95.0       762  22.0    19.0  \n",
+       "257547  N12921    6120    LGA  CLE      64.0       419  22.0    21.0  \n",
+       "257548  N627VA     415    JFK  LAX     321.0      2475  22.0    22.0  \n",
+       "257549  N13964    3830    EWR  RIC      49.0       277  22.0    23.0  \n",
+       "257550  N929XJ    3470    JFK  CVG      82.0       589  22.0    24.0  \n",
+       "257551  N27733    1116    EWR  BOS      37.0       200  22.0    24.0  \n",
+       "257552  N8736A    4245    JFK  CHS      93.0       636  22.0    29.0  \n",
+       "257553  N339JB    2680    EWR  BOS      37.0       200  22.0    29.0  \n",
+       "257554  N14558    4695    EWR  MHT      39.0       209  22.0    30.0  \n",
+       "257555  N658JB     915    JFK  SFO     334.0      2586  22.0    37.0  \n",
+       "257556  N14904    5804    EWR  OMA     161.0      1134  22.0    40.0  \n",
+       "257557  N309JB     775    JFK  MSY     150.0      1182  22.0    40.0  \n",
+       "257558  N746JB    1371    LGA  FLL     128.0      1076  22.0    40.0  \n",
+       "257559  N14905    4224    EWR  MKE     122.0       725  22.0    41.0  \n",
+       "257560  N307JB    1677    JFK  JAX     106.0       828  22.0    42.0  \n",
+       "257561  N821JB     611    JFK  LAS     281.0      2248  22.0    43.0  \n",
+       "257563  N562JB    1271    LGA  FLL     131.0      1076  22.0    46.0  \n",
+       "257564  N614QX    5048    LGA  RIC      47.0       292  22.0    48.0  \n",
+       "257565  N273JB     418    JFK  BOS      33.0       187  22.0    49.0  \n",
+       "257566  N838MQ    3621    JFK  DCA      52.0       213  22.0    51.0  \n",
+       "257567  N19554    4152    EWR  ATL     100.0       746  22.0    57.0  \n",
+       "257568  N324AA     185    JFK  LAX     306.0      2475  22.0    57.0  \n",
+       "257569  N3744F     347    JFK  SJU     198.0      1598  23.0     4.0  \n",
+       "257571  N639JB     165    JFK  PDX     334.0      2454  23.0     9.0  \n",
+       "257572  N631VA      29    JFK  SFO     339.0      2586  23.0    11.0  \n",
+       "257573  N13913    3832    EWR  DCA      38.0       199  23.0    12.0  \n",
+       "257574  N11194    4672    EWR  STL     117.0       872  23.0    13.0  \n",
+       "257575  N571JB      97    JFK  DEN     212.0      1626  23.0    16.0  \n",
+       "257576  N720MQ    3486    LGA  BNA     101.0       764  23.0    16.0  \n",
+       "257577  N298JB     686    JFK  ROC      49.0       264  23.0    17.0  \n",
+       "257578  N473WN     579    LGA  MDW     100.0       725  23.0    17.0  \n",
+       "257579  N265JB     702    JFK  BUF      56.0       301  23.0    18.0  \n",
+       "257580  N623JB     425    JFK  TPA     125.0      1005  23.0    23.0  \n",
+       "257581  N730EV    5254    LGA  DSM     141.0      1031  23.0    25.0  \n",
+       "257583  N16559    3267    EWR  ORF      46.0       284  23.0    28.0  \n",
+       "257584  N12122    4498    EWR  PWM      44.0       284  23.0    29.0  \n",
+       "257585  N11548    3823    EWR  SDF      95.0       642  23.0    34.0  \n",
+       "257586  N805JB     499    LGA  MCO     116.0       950  23.0    39.0  \n",
+       "257587  N649JB    1201    JFK  FLL     135.0      1069  23.0    40.0  \n",
+       "257588  N602LR    3429    JFK  JAX     104.0       828  23.0    42.0  \n",
+       "257590  N605LR    3395    JFK  DCA      38.0       213  23.0    44.0  \n",
+       "257591  N559JB    1203    JFK  SJU     202.0      1598  23.0    44.0  \n",
+       "257592  N706JB    1183    JFK  MCO     118.0       944  23.0    47.0  \n",
+       "257593  N508MQ    3317    LGA  RDU      58.0       431  23.0    49.0  \n",
+       "257595  N296JB    1816    JFK  SYR      39.0       209  23.0    53.0  \n",
+       "257646  N5PBMQ    3317    LGA  RDU      60.0       431   0.0    17.0  \n",
+       "257647  N8888D    4127    JFK  IAD      38.0       228   0.0    20.0  \n",
+       "257649  N608QX    5258    LGA  MHT      33.0       195   1.0    53.0  \n",
+       "257750  N569UA     698    LGA  IAH     168.0      1416   7.0     9.0  \n",
+       "257778  N11565    3833    EWR  CVG      87.0       569   7.0    41.0  \n",
+       "257779  N598JB    1099    LGA  MCO     119.0       950   7.0    41.0  \n",
+       "257801  N18101    4393    EWR  IND      95.0       645   7.0    54.0  \n",
+       "257831  N37471    1103    EWR  PDX     321.0      2434   8.0    17.0  \n",
+       "257897  N738EV    4872    LGA  RIC      56.0       292   9.0    19.0  \n",
+       "257901  N11535    4407    EWR  OMA     158.0      1134   9.0    25.0  \n",
+       "257909  N8936A    4105    JFK  CHS      86.0       636   9.0    36.0  \n",
+       "257930  N915XJ    3538    JFK  MSP     167.0      1029   9.0    59.0  \n",
+       "257954  N508MQ    3565    LGA  CLT      78.0       544  10.0    25.0  \n",
+       "257974  N73283    1281    EWR  SFO     340.0      2565  10.0    50.0  \n",
+       "257985  N200WN    2431    LGA  MDW     104.0       725  11.0     2.0  \n",
+       "258036  N523VA     187    EWR  SFO     337.0      2565  12.0     6.0  \n",
+       "258042  N329AA     179    JFK  SFO     339.0      2586  12.0    21.0  \n",
+       "258055  N518MQ    3230    JFK  DCA      35.0       213  12.0    38.0  \n",
+       "258071  N935XJ    3521    JFK  ORD     115.0       740  12.0    53.0  \n",
+       "258074  N744EV    5273    LGA  PIT      64.0       335  12.0    54.0  \n",
+       "258087  N16546    4233    EWR  BTV      45.0       266  13.0     2.0  \n",
+       "258118  N633VA      23    JFK  SFO     338.0      2586  13.0    46.0  \n",
+       "258144  N81449    1708    EWR  SJU     228.0      1608  14.0    26.0  \n",
+       "258146  N15980    4100    EWR  MEM     138.0       946  14.0    28.0  \n",
+       "258147  N571AA     331    LGA  ORD     165.0       733  14.0    29.0  \n",
+       "258174  N526MQ    3305    LGA  RDU      65.0       431  14.0    55.0  \n",
+       "258196  N513MQ    3678    EWR  ORD     156.0       719  15.0    11.0  \n",
+       "258215  N23721    1124    EWR  SNA     310.0      2434  15.0    28.0  \n",
+       "258218  N4YJAA     337    LGA  ORD     158.0       733  15.0    30.0  \n",
+       "258223  N22971    4596    EWR  STL     124.0       872  15.0    36.0  \n",
+       "258239  N994AT     721    LGA  CAK      59.0       397  15.0    51.0  \n",
+       "258241  N914XJ    3318    JFK  BUF      59.0       301  15.0    52.0  \n",
+       "258244  N560UA     580    JFK  SFO     350.0      2586  15.0    53.0  \n",
+       "258251  N717EV    4949    LGA  GSO      69.0       461  16.0     0.0  \n",
+       "258268  N12157    4667    EWR  MSP     144.0      1008  16.0    23.0  \n",
+       "258270  N496UA     685    LGA  ORD     118.0       733  16.0    24.0  \n",
+       "258275  N13553    6049    EWR  IAD      70.0       212  16.0    32.0  \n",
+       "258282  N932XJ    3319    JFK  BUF      56.0       301  16.0    38.0  \n",
+       "258283  N922XJ    3393    JFK  DCA       NaN       213  16.0    38.0  \n",
+       "258285  N738EV    5199    LGA  CHS      87.0       641  16.0    41.0  \n",
+       "258291  N16546    4352    EWR  CVG      93.0       569  16.0    54.0  \n",
+       "258299  N522UA     253    EWR  ORD     113.0       719  16.0    59.0  \n",
+       "258308  N14972    4336    EWR  ATL     103.0       746  17.0    11.0  \n",
+       "258312  N929XJ    3523    JFK  ORD     133.0       740  17.0    15.0  \n",
+       "258315  N917XJ    3400    JFK  MKE     106.0       745  17.0    21.0  \n",
+       "258317  N1EAMQ    3694    EWR  ORD     134.0       719  17.0    22.0  \n",
+       "258322  N836MQ    3411    LGA  RDU      65.0       431  17.0    26.0  \n",
+       "258323  N527AA     341    LGA  ORD     139.0       733  17.0    28.0  \n",
+       "258325  N304DQ    1942    EWR  ATL      99.0       746  17.0    29.0  \n",
+       "258327  N509MJ    3771    LGA  IAD      48.0       229  17.0    29.0  \n",
+       "258330  N926XJ    3325    JFK  DFW     181.0      1391  17.0    34.0  \n",
+       "258333  N265JB    1105    JFK  ORD     139.0       740  17.0    35.0  \n",
+       "258334  N17229    1285    EWR  ORD     124.0       719  17.0    35.0  \n",
+       "258335  N970DL    1619    LGA  MSP     150.0      1020  17.0    37.0  \n",
+       "258338  N652JB    1801    JFK  FLL     149.0      1069  17.0    43.0  \n",
+       "258341  N14960    4092    EWR  DAY      86.0       533  17.0    46.0  \n",
+       "258347  N3DHAA     763    LGA  DFW     178.0      1389  17.0    48.0  \n",
+       "258350  N395DN    1394    JFK  PDX     336.0      2454  17.0    51.0  \n",
+       "258354  N15986    4511    EWR  ROC      60.0       246  17.0    57.0  \n",
+       "258355  N3KGAA     881    JFK  DFW     170.0      1391  17.0    57.0  \n",
+       "258358  N351NB    2043    JFK  ATL      98.0       760  17.0    58.0  \n",
+       "258365  N301DQ    2042    EWR  ATL     104.0       746  18.0     8.0  \n",
+       "258366  N474AA     343    LGA  ORD     132.0       733  18.0     9.0  \n",
+       "258368  N564UA     509    LGA  DEN     217.0      1620  18.0     9.0  \n",
+       "258369  N580AA     345    LGA  ORD     141.0       733  18.0    16.0  \n",
+       "258371  N502UA     257    JFK  SFO     326.0      2586  18.0    16.0  \n",
+       "258375  N5CHAA     257    JFK  LAS     290.0      2248  18.0    19.0  \n",
+       "258381  N604QX    5509    EWR  DTW      78.0       488  18.0    23.0  \n",
+       "258386  N3GTAA    1711    JFK  ORD     128.0       740  18.0    27.0  \n",
+       "258389  N17730    1661    LGA  IAH     174.0      1416  18.0    29.0  \n",
+       "258390  N324AA     181    JFK  LAX     303.0      2475  18.0    32.0  \n",
+       "258391  N340NW    1779    LGA  FLL     150.0      1076  18.0    32.0  \n",
+       "258394  N555UA     512    JFK  SFO     346.0      2586  18.0    33.0  \n",
+       "258398  N472UA     350    EWR  PHX     261.0      2133  18.0    36.0  \n",
+       "258401  N17146    4678    EWR  MSP     147.0      1008  18.0    45.0  \n",
+       "258402  N16559    5824    EWR  ORF       NaN       284  18.0    45.0  \n",
+       "258404  N481UA     608    EWR  ORD     131.0       719  18.0    45.0  \n",
+       "258405  N3BFAA     145    JFK  SAN     301.0      2446  18.0    46.0  \n",
+       "258407  N281AT     771    LGA  ATL     104.0       762  18.0    50.0  \n",
+       "258408  N32404    1284    EWR  SFO     345.0      2565  18.0    52.0  \n",
+       "258414  N347NW    1321    EWR  MSP     138.0      1008  19.0     2.0  \n",
+       "258415  N5FEAA     221    JFK  MIA     152.0      1089  19.0     3.0  \n",
+       "258418  N6711M      61    LGA  ATL      99.0       762  19.0     8.0  \n",
+       "258423  N390DA     569    JFK  ATL      95.0       760  19.0    14.0  \n",
+       "258424  N918DL    2331    LGA  DTW      74.0       502  19.0    15.0  \n",
+       "258427  N922DL     847    LGA  ATL      99.0       762  19.0    18.0  \n",
+       "258431  N76254    1625    EWR  DEN     210.0      1605  19.0    20.0  \n",
+       "258432  N468WN     580    EWR  HOU     171.0      1411  19.0    23.0  \n",
+       "258433  N13538    4382    EWR  DTW      79.0       488  19.0    24.0  \n",
+       "258434  N3GBAA     695    JFK  AUS     186.0      1521  19.0    25.0  \n",
+       "258438  N358NB     926    EWR  ATL      97.0       746  19.0    30.0  \n",
+       "258440  N526MQ    3526    LGA  CMH      76.0       479  19.0    31.0  \n",
+       "258441  N919FJ    2751    LGA  CLT      78.0       544  19.0    34.0  \n",
+       "258444  N3ARAA    1901    JFK  IAH     174.0      1417  19.0    37.0  \n",
+       "258445  N3CAAA     353    LGA  ORD     110.0       733  19.0    38.0  \n",
+       "258446  N907XJ    3472    JFK  DTW      87.0       509  19.0    39.0  \n",
+       "258448  N823UA     212    EWR  SFO     329.0      2565  19.0    40.0  \n",
+       "258449  N805JB     299    LGA  MCO     128.0       950  19.0    42.0  \n",
+       "258451  N721MQ    3556    LGA  DTW      82.0       502  19.0    43.0  \n",
+       "258452  N928XJ    3341    JFK  DTW      76.0       509  19.0    44.0  \n",
+       "258454  N558UW    1973    EWR  CLT      80.0       529  19.0    44.0  \n",
+       "258457  N17108    4091    EWR  IAD      66.0       212  19.0    48.0  \n",
+       "258469  N627VA     413    JFK  LAX     303.0      2475  19.0    58.0  \n",
+       "258472  N3ENAA     269    JFK  SEA     330.0      2422  19.0    59.0  \n",
+       "258473  N8771A    4245    JFK  CHS      95.0       636  20.0     0.0  \n",
+       "258474  N760JB    1161    LGA  PBI     143.0      1035  20.0     1.0  \n",
+       "258475  N962DL     947    LGA  ATL     101.0       762  20.0     1.0  \n",
+       "258481  N501MQ    3674    LGA  CLE      62.0       419  20.0     9.0  \n",
+       "258483  N477UA     697    EWR  TPA     126.0       997  20.0    12.0  \n",
+       "258484  N23707    1142    EWR  BOS      40.0       200  20.0    15.0  \n",
+       "258486  N917WN    2603    LGA  BNA     104.0       764  20.0    20.0  \n",
+       "258487  N75428    1141    EWR  SFO     331.0      2565  20.0    22.0  \n",
+       "258488  N36280    1187    EWR  CLE      58.0       404  20.0    22.0  \n",
+       "258490  N846UA     312    EWR  PDX     314.0      2434  20.0    24.0  \n",
+       "258491  N695MQ    3044    JFK  BWI      38.0       184  20.0    25.0  \n",
+       "258493  N483AA     359    LGA  ORD     107.0       733  20.0    29.0  \n",
+       "258495  N319AA     177    JFK  SFO     356.0      2586  20.0    31.0  \n",
+       "258496  N914DE    1585    LGA  MCO     128.0       950  20.0    31.0  \n",
+       "258497  N341NW    2041    JFK  ATL     100.0       760  20.0    35.0  \n",
+       "258498  N836AS    5714    JFK  IAD      42.0       228  20.0    38.0  \n",
+       "258499  N27722    1437    LGA  ORD     109.0       733  20.0    38.0  \n",
+       "258500  N29917    4411    EWR  MEM     129.0       946  20.0    39.0  \n",
+       "258501  N708EV    5207    LGA  BGR      57.0       378  20.0    40.0  \n",
+       "258502  N8869B    4059    LGA  DAY      84.0       549  20.0    43.0  \n",
+       "258505  N361VA      27    JFK  SFO     343.0      2586  20.0    45.0  \n",
+       "258506  N718EV    5268    LGA  CLT      77.0       544  20.0    46.0  \n",
+       "258507  N525UA     389    JFK  SFO     359.0      2586  20.0    49.0  \n",
+       "258508  N767SW     542    LGA  MKE     108.0       738  20.0    53.0  \n",
+       "258509  N301NB    1854    LGA  FLL     155.0      1076  20.0    56.0  \n",
+       "258510  N78509    1481    EWR  SFO     332.0      2565  20.0    56.0  \n",
+       "258511  N11119    4453    EWR  MCI     145.0      1092  20.0    57.0  \n",
+       "258512  N326NB    1091    JFK  SAT     192.0      1587  20.0    57.0  \n",
+       "258514  N474UA     436    EWR  SEA     323.0      2402  21.0     6.0  \n",
+       "258515  N500MQ    3349    LGA  MSP     138.0      1020  21.0     9.0  \n",
+       "258516  N16961    4191    EWR  BNA     101.0       748  21.0    13.0  \n",
+       "258517  N931XJ    3385    JFK  BOS      34.0       187  21.0    14.0  \n",
+       "258518  N518MQ    3535    JFK  CMH      72.0       483  21.0    14.0  \n",
+       "258520  N965UW    2140    LGA  BOS      33.0       184  21.0    21.0  \n",
+       "258521  N639VA     415    JFK  LAX     302.0      2475  21.0    22.0  \n",
+       "258522  N73270    1165    EWR  LAX     298.0      2454  21.0    22.0  \n",
+       "258523  N146PQ    5454    EWR  DTW      73.0       488  21.0    23.0  \n",
+       "258524  N16951    4131    EWR  RIC      49.0       277  21.0    23.0  \n",
+       "258526  N3GGAA    1762    JFK  BOS      37.0       187  21.0    25.0  \n",
+       "258527  N554AA    1691    EWR  DFW     171.0      1372  21.0    25.0  \n",
+       "258530  N794JB     105    JFK  ORD     114.0       740  21.0    29.0  \n",
+       "258532  N366AA      85    JFK  SFO     361.0      2586  21.0    34.0  \n",
+       "258533  N27724    1464    EWR  CLE      59.0       404  21.0    35.0  \n",
+       "258536  N505UA     771    JFK  LAX     309.0      2475  21.0    38.0  \n",
+       "258538  N815MQ    3374    JFK  RDU      69.0       427  21.0    40.0  \n",
+       "258539  N200WN    1271    EWR  MDW      98.0       711  21.0    41.0  \n",
+       "258542  N336AA      21    JFK  LAX     303.0      2475  21.0    44.0  \n",
+       "258543  N133EV    5092    EWR  ATL      97.0       746  21.0    51.0  \n",
+       "258547  N528VA     193    EWR  SFO     336.0      2565  21.0    58.0  \n",
+       "258548  N735MQ    3603    LGA  DTW      79.0       502  21.0    58.0  \n",
+       "258550  N12218    1071    EWR  BQN     195.0      1585  22.0     1.0  \n",
+       "258551  N76269    1680    EWR  MIA     145.0      1085  22.0     8.0  \n",
+       "258552  N8936A    4079    JFK  BWI      35.0       184  22.0     9.0  \n",
+       "258554  N829UA     373    EWR  PBI     133.0      1023  22.0    10.0  \n",
+       "258555  N14950    4373    EWR  DCA      37.0       199  22.0    12.0  \n",
+       "258556  N522MQ    3384    LGA  CLT      74.0       544  22.0    12.0  \n",
+       "258557  N39418    1682    EWR  FLL     135.0      1065  22.0    12.0  \n",
+       "258558  N835AS    5769    LGA  IAD      43.0       229  22.0    13.0  \n",
+       "258560  N909XJ    3285    JFK  MSY     148.0      1182  22.0    14.0  \n",
+       "258561  N296JB     702    JFK  BUF      54.0       301  22.0    18.0  \n",
+       "258562  N73251    1241    EWR  TPA     145.0       997  22.0    22.0  \n",
+       "258563  N29906    4152    EWR  ATL     100.0       746  22.0    23.0  \n",
+       "258564  N994AT     778    LGA  ATL      95.0       762  22.0    24.0  \n",
+       "258565  N3732J    2065    JFK  FLL     142.0      1069  22.0    24.0  \n",
+       "258566  N629JB     499    LGA  MCO     120.0       950  22.0    25.0  \n",
+       "258567  N559JB      71    JFK  SLC     272.0      1990  22.0    27.0  \n",
+       "258568  N942DL     975    LGA  PIT      56.0       335  22.0    28.0  \n",
+       "258569  N36915    4361    EWR  TYS      87.0       631  22.0    31.0  \n",
+       "258570  N527MQ    3660    LGA  BNA     106.0       764  22.0    31.0  \n",
+       "258571  N805AY    4218    JFK  PHL      27.0        94  22.0    32.0  \n",
+       "258572  N924XJ    3429    JFK  JAX     105.0       828  22.0    34.0  \n",
+       "258573  N351JB     775    JFK  MSY     149.0      1182  22.0    34.0  \n",
+       "258574  N746UW    2191    LGA  DCA      39.0       214  22.0    34.0  \n",
+       "258575  N22971    4536    EWR  CVG      94.0       569  22.0    35.0  \n",
+       "258576  N725MQ    3591    LGA  RDU      64.0       431  22.0    36.0  \n",
+       "258577  N14180    4333    EWR  TUL     157.0      1215  22.0    37.0  \n",
+       "258578  N517JB    1201    JFK  FLL     131.0      1069  22.0    37.0  \n",
+       "258579  N539MQ    3604    EWR  ORD     102.0       719  22.0    37.0  \n",
+       "258580  N595JB     611    JFK  LAS     282.0      2248  22.0    38.0  \n",
+       "258582  N524JB      97    JFK  DEN     216.0      1626  22.0    40.0  \n",
+       "258583  N615QX    5038    LGA  BHM       NaN       866  22.0    42.0  \n",
+       "258584  N806JB     915    JFK  SFO     336.0      2586  22.0    43.0  \n",
+       "258585  N14125    3832    EWR  DCA      38.0       199  22.0    50.0  \n",
+       "258588  N634VA      29    JFK  SFO     339.0      2586  22.0    50.0  \n",
+       "258589  N13968    4695    EWR  MHT      36.0       209  22.0    51.0  \n",
+       "258591  N11536    3823    EWR  SDF     106.0       642  22.0    52.0  \n",
+       "258592  N758EV    5048    LGA  RIC      54.0       292  23.0     0.0  \n",
+       "258593  N238JB    1677    JFK  JAX     105.0       828  23.0     0.0  \n",
+       "258594  N520JB     425    JFK  TPA     126.0      1005  23.0     0.0  \n",
+       "258595  N937XJ    3470    JFK  CVG      88.0       589  23.0     1.0  \n",
+       "258597  N339AA     185    JFK  LAX     297.0      2475  23.0     2.0  \n",
+       "258598  N22909    3830    EWR  RIC      49.0       277  23.0     4.0  \n",
+       "258599  N738EV    5254    LGA  DSM     138.0      1031  23.0     4.0  \n",
+       "258600  N625JB    1183    JFK  MCO     118.0       944  23.0     6.0  \n",
+       "258601  N830MQ    3621    JFK  DCA      58.0       213  23.0     7.0  \n",
+       "258602  N896AT     485    LGA  CAK      60.0       397  23.0     9.0  \n",
+       "258603  N914XJ    3395    JFK  DCA      42.0       213  23.0    11.0  \n",
+       "258604  N6EAMQ    3662    LGA  ATL      96.0       762  23.0    12.0  \n",
+       "258605  N955WN     579    LGA  MDW     106.0       725  23.0    15.0  \n",
+       "258606  N3771K     347    JFK  SJU     195.0      1598  23.0    20.0  \n",
+       "258607  N76265    1178    EWR  IAH     166.0      1400  23.0    31.0  \n",
+       "258608  N14972    3267    EWR  ORF      46.0       284  23.0    38.0  \n",
+       "258609  N4YJAA     371    LGA  ORD     108.0       733  23.0    44.0  \n",
+       "258610  N8980A    4033    LGA  TYS      88.0       647  23.0    47.0  \n",
+       "258611  N763JB     623    JFK  LAX     306.0      2475  23.0    47.0  \n",
+       "258612  N11187    4543    EWR  DSM     144.0      1017  23.0    48.0  \n",
+       "258613  N198JB    1816    JFK  SYR      43.0       209  23.0    48.0  \n",
+       "258616  N12122    4672    EWR  STL     118.0       872  23.0    53.0  \n",
+       "258617  N784JB    1371    LGA  FLL     131.0      1076  23.0    55.0  \n",
+       "258618  N941DL    1147    LGA  ATL      95.0       762  23.0    55.0  \n",
+       "258647  N236JB     486    JFK  ROC      50.0       264   0.0    17.0  \n",
+       "258648  N829UA     373    EWR  PBI     132.0      1023   0.0    23.0  \n",
+       "258649  N37255    1692    EWR  MCO     122.0       937   0.0    24.0  \n",
+       "258650  N337AT     771    LGA  ATL     104.0       762   0.0    27.0  \n",
+       "258651  N298JB     234    JFK  BTV      68.0       266   0.0    28.0  \n",
+       "258652  N665JB     499    LGA  MCO     120.0       950   0.0    30.0  \n",
+       "258653  N14704    1128    LGA  ORD     110.0       733   0.0    33.0  \n",
+       "258654  N657JB    1371    LGA  FLL     133.0      1076   0.0    39.0  \n",
+       "258655  N76516    1259    LGA  IAH     185.0      1416   0.0    40.0  \n",
+       "258656  N506JB     611    JFK  LAS     294.0      2248   0.0    43.0  \n",
+       "258657  N198JB    1677    JFK  JAX     110.0       828   0.0    47.0  \n",
+       "258658  N231WN     579    LGA  MDW     108.0       725   0.0    47.0  \n",
+       "258659  N566JB    1503    JFK  SJU     194.0      1598   1.0     0.0  \n",
+       "258660  N775JB    1203    JFK  SJU     195.0      1598   1.0     4.0  \n",
+       "258661  N316JB    1816    JFK  SYR      39.0       209   1.0     6.0  \n",
+       "258662  N641JB     415    JFK  SFO     345.0      2586   1.0    33.0  \n",
+       "258663  N537JB     623    JFK  LAX     320.0      2475   1.0    34.0  \n",
+       "258664  N554JB      97    JFK  DEN     217.0      1626   1.0    34.0  \n",
+       "258665  N836UA     779    EWR  ORD     105.0       719   1.0    34.0  \n",
+       "258666  N373JB     718    JFK  BOS      39.0       187   1.0    44.0  \n",
+       "258667  N229JB     108    JFK  PWM       NaN       273   1.0    48.0  \n",
+       "258668  N184JB    2002    JFK  BUF      53.0       301   2.0     2.0  \n",
+       "258669  N712JB     839    JFK  BQN     188.0      1576   2.0     2.0  \n",
+       "258670  N914DL    1435    LGA  TPA     125.0      1010   2.0     7.0  \n",
+       "258671  N176DN    2363    JFK  LAX     313.0      2475   2.0    19.0  \n",
+       "258672  N584JB     745    JFK  PSE     200.0      1617   2.0    34.0  \n",
+       "258673  N709TW    1643    JFK  SEA       NaN      2422   2.0    51.0  \n",
+       "258674  N238JB     702    JFK  BUF      52.0       301   3.0    25.0  \n",
+       "258896  N562UA     312    EWR  SNA     296.0      2434   8.0    54.0  \n",
+       "258932  N309JB    1491    JFK  ACK      45.0       199   9.0    26.0  \n",
+       "258940  N14198    4099    EWR  STL     128.0       872   9.0    43.0  \n",
+       "258947  N229JB     281    JFK  HOU     177.0      1428   9.0    49.0  \n",
+       "258970  N22971    5827    EWR  RIC      54.0       277  10.0    14.0  \n",
+       "258991  N522MQ    3419    LGA  ATL     106.0       762  10.0    40.0  \n",
+       "258995  N538CA    5222    EWR  DTW      76.0       488  10.0    44.0  \n",
+       "258996  N12122    4140    EWR  ATL     108.0       746  10.0    46.0  \n",
+       "259008  N932XJ    3466    JFK  DCA      40.0       213  10.0    59.0  \n",
+       "259025  N836UA     222    EWR  BOS      33.0       200  11.0    19.0  \n",
+       "259032  N676AW     604    EWR  PHX     272.0      2133  11.0    26.0  \n",
+       "259033  N161UW    1435    EWR  CLT      71.0       529  11.0    26.0  \n",
+       "259034  N702TW    1765    JFK  SFO     336.0      2586  11.0    27.0  \n",
+       "259052  N629VA      23    JFK  SFO     355.0      2586  11.0    55.0  \n",
+       "259071  N309JB     208    JFK  PWM      45.0       273  12.0    29.0  \n",
+       "259108  N537MQ    3230    JFK  DCA      43.0       213  13.0     3.0  \n",
+       "259125  N479UA     765    EWR  DEN     224.0      1605  13.0    29.0  \n",
+       "259147  N11548    4109    EWR  BNA     113.0       748  14.0     0.0  \n",
+       "259155  N342NB     954    LGA  FLL     149.0      1076  14.0    13.0  \n",
+       "259171  N361NB     401    EWR  ATL     104.0       746  14.0    48.0  \n",
+       "259175  N651DL    1947    LGA  ATL     103.0       762  14.0    51.0  \n",
+       "259179  N939DL     781    LGA  ATL     110.0       762  14.0    54.0  \n",
+       "259187  N33266    1211    EWR  LAX     330.0      2454  15.0     0.0  \n",
+       "259198  N12922    3836    EWR  CVG       NaN       569  15.0    13.0  \n",
+       "259206  N54711    1615    EWR  ATL     114.0       746  15.0    22.0  \n",
+       "259209  N197JB    2480    EWR  BOS      40.0       200  15.0    25.0  \n",
+       "259212  N891AT     348    LGA  ATL     128.0       762  15.0    29.0  \n",
+       "259216  N5PBMQ    3669    LGA  ATL       NaN       762  15.0    36.0  \n",
+       "259224  N820AS    5713    LGA  IAD      42.0       229  15.0    49.0  \n",
+       "259226  N655JB    1171    LGA  FLL     137.0      1076  15.0    55.0  \n",
+       "259228  N365NB    1131    LGA  DTW      83.0       502  15.0    58.0  \n",
+       "259232  N78438    1242    EWR  FLL     143.0      1065  16.0     1.0  \n",
+       "259233  N3JYAA     779    LGA  MIA     149.0      1096  16.0     6.0  \n",
+       "259236  N186US     802    EWR  CLT      76.0       529  16.0    10.0  \n",
+       "259238  N920XJ    3318    JFK  BUF      58.0       301  16.0    13.0  \n",
+       "259239  N834AY    3973    JFK  RIC      69.0       288  16.0    13.0  \n",
+       "259243  N176PQ    5148    EWR  ATL     146.0       746  16.0    19.0  \n",
+       "259244  N534MQ    3678    EWR  ORD       NaN       719  16.0    19.0  \n",
+       "259252  N578UA     646    EWR  IAH     187.0      1400  16.0    29.0  \n",
+       "259262  N768JB    1729    JFK  RSW     150.0      1074  16.0    46.0  \n",
+       "259263  N395DN       4    JFK  SJU     189.0      1598  16.0    48.0  \n",
+       "259265  N670DN     451    LGA  ATL     151.0       762  16.0    51.0  \n",
+       "259266  N745VJ    1899    LGA  CLT     100.0       544  16.0    54.0  \n",
+       "259271  N14198    6049    EWR  IAD      37.0       212  17.0     2.0  \n",
+       "259272  N740EV    5091    LGA  PIT       NaN       335  17.0     3.0  \n",
+       "259278  N14731    1618    EWR  TPA       NaN       997  17.0     7.0  \n",
+       "259279  N986DL     847    LGA  ATL     133.0       762  17.0     8.0  \n",
+       "259280  N718EV    5432    LGA  BNA     113.0       764  17.0    13.0  \n",
+       "259281  N537MQ    3433    JFK  DCA      49.0       213  17.0    13.0  \n",
+       "259287  N21723    1542    LGA  CLE      79.0       419  17.0    24.0  \n",
+       "259289  N916XJ    3440    JFK  RDU      66.0       427  17.0    31.0  \n",
+       "259290  N658JB     423    JFK  LAX     312.0      2475  17.0    33.0  \n",
+       "259293  N173DZ     843    JFK  ATL     110.0       760  17.0    35.0  \n",
+       "259296  N623JB      83    JFK  MCO     122.0       944  17.0    43.0  \n",
+       "259298  N309DE    1942    EWR  ATL     123.0       746  17.0    46.0  \n",
+       "259303  N316JB    2302    JFK  BUF      60.0       301  17.0    57.0  \n",
+       "259305  N521LR    3771    LGA  IAD      43.0       229  17.0    59.0  \n",
+       "259306  N955UW    2134    LGA  BOS      45.0       184  18.0     1.0  \n",
+       "259307  N360NB    1231    LGA  DTW      85.0       502  18.0     4.0  \n",
+       "259310  N965UW    2136    LGA  BOS      40.0       184  18.0     7.0  \n",
+       "259312  N508MQ    3357    LGA  ATL     118.0       762  18.0     9.0  \n",
+       "259313  N34455    1284    EWR  SFO     350.0      2565  18.0    11.0  \n",
+       "259315  N642AW     681    EWR  PHX     276.0      2133  18.0    13.0  \n",
+       "259317  N943WN     493    LGA  STL     128.0       888  18.0    14.0  \n",
+       "259318  N221WN     262    EWR  DEN     263.0      1605  18.0    19.0  \n",
+       "259319  N229JB    1119    JFK  CLT     101.0       541  18.0    22.0  \n",
+       "259325  N709JB    1117    LGA  TPA     153.0      1010  18.0    27.0  \n",
+       "259326  N73291    1078    EWR  SAT     195.0      1569  18.0    27.0  \n",
+       "259329  N3AGAA    1999    EWR  MIA     134.0      1085  18.0    31.0  \n",
+       "259330  N630MQ    2949    JFK  BNA     112.0       765  18.0    32.0  \n",
+       "259334  N393AA      85    JFK  SFO     374.0      2586  18.0    37.0  \n",
+       "259336  N929XJ    3540    JFK  MSP       NaN      1029  18.0    41.0  \n",
+       "259342  N258JB      86    JFK  ROC      60.0       264  18.0    51.0  \n",
+       "259344  N3CDAA    1611    LGA  MIA     140.0      1096  18.0    53.0  \n",
+       "259345  N337NB    2042    EWR  ATL     111.0       746  18.0    54.0  \n",
+       "259346  N335AA     133    JFK  LAX     346.0      2475  18.0    59.0  \n",
+       "259349  N704US    2183    LGA  DCA      63.0       214  19.0     1.0  \n",
+       "259350  N292JB     581    JFK  HOU     188.0      1428  19.0     2.0  \n",
+       "259351  N3760C     503    JFK  SAN     314.0      2446  19.0     3.0  \n",
+       "259352  N537UA     253    EWR  ORD     135.0       719  19.0     3.0  \n",
+       "259353  N47414    1100    EWR  SEA     349.0      2402  19.0     4.0  \n",
+       "259354  N12567    4224    EWR  MKE     116.0       725  19.0     5.0  \n",
+       "259355  N3BFAA    1901    JFK  IAH       NaN      1417  19.0     5.0  \n",
+       "259356  N320US    1499    LGA  ATL     101.0       762  19.0     5.0  \n",
+       "259357   N3765     569    JFK  ATL     106.0       760  19.0     7.0  \n",
+       "259359  N590JB     299    LGA  MCO     120.0       950  19.0     9.0  \n",
+       "259360  N17108    4091    EWR  IAD      40.0       212  19.0    11.0  \n",
+       "259363  N37281    1497    EWR  IAH     188.0      1400  19.0    13.0  \n",
+       "259365  N5CHAA     257    JFK  LAS     300.0      2248  19.0    15.0  \n",
+       "259367  N16561    4118    EWR  DTW      89.0       488  19.0    17.0  \n",
+       "259368  N587UA     996    EWR  SFO     372.0      2565  19.0    18.0  \n",
+       "259369  N13914    4511    EWR  ROC      45.0       246  19.0    20.0  \n",
+       "259372  N12221    1217    EWR  ORD     138.0       719  19.0    27.0  \n",
+       "259373  N779JB     327    EWR  MCO     118.0       937  19.0    28.0  \n",
+       "259374  N576UA     483    EWR  LAX     313.0      2454  19.0    29.0  \n",
+       "259376  N223WN     216    EWR  MDW     131.0       711  19.0    31.0  \n",
+       "259378  N960AT     721    LGA  CAK      75.0       397  19.0    33.0  \n",
+       "259379  N595UA     535    JFK  LAX     314.0      2475  19.0    33.0  \n",
+       "259380  N735MQ    3486    LGA  BNA     116.0       764  19.0    34.0  \n",
+       "259381  N8745B    3932    EWR  CVG      88.0       569  19.0    35.0  \n",
+       "259382  N324JB    1105    JFK  ORD       NaN       740  19.0    36.0  \n",
+       "259384  N36247    1222    EWR  LAS     332.0      2227  19.0    39.0  \n",
+       "259387  N311US    2019    LGA  MSP     146.0      1020  19.0    44.0  \n",
+       "259388  N521VA     193    EWR  SFO     370.0      2565  19.0    44.0  \n",
+       "259389  N327AA     177    JFK  SFO       NaN      2586  19.0    48.0  \n",
+       "259393  N463UA     525    EWR  DEN     256.0      1605  19.0    54.0  \n",
+       "259394  N589UA     841    JFK  LAX     321.0      2475  19.0    55.0  \n",
+       "259397  N196DN      95    JFK  LAX     310.0      2475  19.0    58.0  \n",
+       "259398  N75425    1141    EWR  SFO     352.0      2565  19.0    59.0  \n",
+       "259399  N3737C     706    JFK  AUS     191.0      1521  20.0     0.0  \n",
+       "259400  N285WN     580    EWR  HOU     179.0      1411  20.0     2.0  \n",
+       "259403  N394DA    1773    JFK  LAS     301.0      2248  20.0     5.0  \n",
+       "259404  N606MQ    3216    JFK  ORF      52.0       290  20.0     7.0  \n",
+       "259405  N519UA     745    LGA  DEN     243.0      1620  20.0     8.0  \n",
+       "259406  N3KPAA     269    JFK  SEA     345.0      2422  20.0     9.0  \n",
+       "259407  N12122    4580    EWR  MKE     154.0       725  20.0    11.0  \n",
+       "259408  N933XJ    3310    JFK  MCI       NaN      1113  20.0    14.0  \n",
+       "259409  N911DE    1619    LGA  MSP     160.0      1020  20.0    16.0  \n",
+       "259410  N846MQ    3365    JFK  DCA      49.0       213  20.0    16.0  \n",
+       "259411  N541UA     485    EWR  DEN     239.0      1605  20.0    17.0  \n",
+       "259412  N301NB    2131    LGA  DTW      86.0       502  20.0    19.0  \n",
+       "259413  N427WN    1454    EWR  MSY     154.0      1167  20.0    19.0  \n",
+       "259418  N336AA      21    JFK  LAX       NaN      2475  20.0    34.0  \n",
+       "259419  N348JB     408    JFK  PWM      47.0       273  20.0    37.0  \n",
+       "259420  N636JB     711    JFK  LAS     296.0      2248  20.0    45.0  \n",
+       "259421  N715JB     225    JFK  TPA     132.0      1005  20.0    45.0  \n",
+       "259422  N724SW      19    EWR  STL     123.0       872  20.0    47.0  \n",
+       "259423  N937XJ    3325    JFK  DFW     191.0      1391  20.0    54.0  \n",
+       "259425  N758US    2187    LGA  DCA      45.0       214  20.0    54.0  \n",
+       "259427  N803UA     503    EWR  AUS     192.0      1504  20.0    56.0  \n",
+       "259428  N515UA     509    LGA  DEN     239.0      1620  20.0    57.0  \n",
+       "259429  N505UA     257    JFK  SFO     360.0      2586  21.0     5.0  \n",
+       "259431  N749US    2189    LGA  DCA      61.0       214  21.0     7.0  \n",
+       "259432  N950UW    2138    LGA  BOS      46.0       184  21.0     8.0  \n",
+       "259433  N637JB      89    JFK  SAN     313.0      2446  21.0     9.0  \n",
+       "259434  N822UA     212    EWR  SFO     365.0      2565  21.0     9.0  \n",
+       "259435  N273JB    2580    EWR  BOS      42.0       200  21.0    10.0  \n",
+       "259436  N800AY    3926    JFK  SDF     110.0       662  21.0    11.0  \n",
+       "259438  N29906    4361    EWR  TYS       NaN       631  21.0    13.0  \n",
+       "259439  N438UA     288    EWR  IAH     174.0      1400  21.0    13.0  \n",
+       "259441  N836UA     236    EWR  BOS      44.0       200  21.0    20.0  \n",
+       "259448  N16709    1625    EWR  DEN       NaN      1605  21.0    40.0  \n",
+       "259449  N946UW    2140    LGA  BOS      38.0       184  21.0    40.0  \n",
+       "259450  N525UA     512    JFK  SFO     345.0      2586  21.0    42.0  \n",
+       "259452  N33714    1638    EWR  CLE      68.0       404  21.0    43.0  \n",
+       "259454  N917DE     975    LGA  PIT      54.0       335  21.0    46.0  \n",
+       "259455  N372NW    1321    EWR  MSP     140.0      1008  21.0    46.0  \n",
+       "259456  N633VA     415    JFK  LAX     355.0      2475  21.0    46.0  \n",
+       "259459  N503JB     263    JFK  SEA     341.0      2422  21.0    52.0  \n",
+       "259461  N504JB    1295    JFK  AUS     190.0      1521  21.0    56.0  \n",
+       "259462  N524VA     169    EWR  LAX     332.0      2454  21.0    56.0  \n",
+       "259463  N502UA     389    JFK  SFO     326.0      2586  21.0    56.0  \n",
+       "259465  N3746H    1394    JFK  PDX     335.0      2454  21.0    58.0  \n",
+       "259466  N604QX    5207    LGA  BGR      52.0       378  22.0     1.0  \n",
+       "259467  N962DL    1147    LGA  ATL     102.0       762  22.0    10.0  \n",
+       "259468  N847UA     589    EWR  ORD     111.0       719  22.0    12.0  \n",
+       "259469  N22971    4131    EWR  RIC      59.0       277  22.0    14.0  \n",
+       "259470  N910XJ    3443    JFK  RDU      65.0       427  22.0    14.0  \n",
+       "259471  N556UW    1127    LGA  CLT      93.0       544  22.0    15.0  \n",
+       "259472  N323NB     926    EWR  ATL      99.0       746  22.0    16.0  \n",
+       "259473  N855MQ    3556    LGA  DTW      87.0       502  22.0    17.0  \n",
+       "259475  N16981    4191    EWR  BNA     108.0       748  22.0    25.0  \n",
+       "259476  N621JB     669    JFK  SJC     338.0      2569  22.0    27.0  \n",
+       "259477  N36444    1037    EWR  SFO     341.0      2565  22.0    32.0  \n",
+       "259478  N283JB     201    JFK  FLL     138.0      1069  22.0    34.0  \n",
+       "259479  N932WN    1271    EWR  MDW     107.0       711  22.0    34.0  \n",
+       "259480  N557UA     771    JFK  LAX     346.0      2475  22.0    34.0  \n",
+       "259481  N967DL    1819    LGA  MSP     146.0      1020  22.0    38.0  \n",
+       "259483  N18556    4152    EWR  ATL     105.0       746  22.0    45.0  \n",
+       "259484  N500MQ    3660    LGA  BNA     102.0       764  22.0    45.0  \n",
+       "259485  N153PQ    5092    EWR  ATL      95.0       746  22.0    46.0  \n",
+       "259486  N37287    1680    EWR  MIA     146.0      1085  22.0    46.0  \n",
+       "259487  N929XJ    3433    JFK  PIT      55.0       340  22.0    47.0  \n",
+       "259488  N684WN    2603    LGA  BNA     105.0       764  22.0    48.0  \n",
+       "259489  N819UA     291    EWR  AUS     189.0      1504  22.0    48.0  \n",
+       "259490  N296JB    2680    EWR  BOS      46.0       200  22.0    49.0  \n",
+       "259491  N79279    1532    EWR  SFO     351.0      2565  22.0    50.0  \n",
+       "259492  N912DE    2139    LGA  MIA     142.0      1096  22.0    56.0  \n",
+       "259493  N704US    2191    LGA  DCA      41.0       214  22.0    56.0  \n",
+       "259494  N238JB    1516    JFK  SYR      42.0       209  22.0    57.0  \n",
+       "259495  N307JB     918    JFK  BOS      54.0       187  22.0    57.0  \n",
+       "259496  N12921    3832    EWR  DCA      39.0       199  22.0    59.0  \n",
+       "259497  N68453    1244    EWR  SJU     192.0      1608  23.0     0.0  \n",
+       "259498  N3761R     245    JFK  PHX     275.0      2153  23.0     4.0  \n",
+       "259499  N13979    4351    EWR  JAX     110.0       820  23.0     5.0  \n",
+       "259500  N10156    4333    EWR  TUL     171.0      1215  23.0     5.0  \n",
+       "259501  N14171    4453    EWR  MCI     158.0      1092  23.0     8.0  \n",
+       "259502  N23139    5804    EWR  OMA     161.0      1134  23.0     9.0  \n",
+       "259503  N16961    4434    EWR  CLT      75.0       529  23.0    11.0  \n",
+       "259504  N355JB     775    JFK  MSY     155.0      1182  23.0    14.0  \n",
+       "259505  N570JB     915    JFK  SFO     341.0      2586  23.0    17.0  \n",
+       "259506  N81449    1266    EWR  LAX     308.0      2454  23.0    18.0  \n",
+       "259507  N326NB    1091    JFK  SAT     204.0      1587  23.0    19.0  \n",
+       "259508  N914XJ    3429    JFK  JAX     108.0       828  23.0    21.0  \n",
+       "259509  N564JB     305    EWR  FLL     135.0      1065  23.0    21.0  \n",
+       "259510  N556JB     161    JFK  SMF     335.0      2521  23.0    24.0  \n",
+       "259511  N794JB    1271    LGA  FLL     137.0      1076  23.0    26.0  \n",
+       "259512  N29717    1464    EWR  CLE      57.0       404  23.0    26.0  \n",
+       "259513  N317JB     418    JFK  BOS      43.0       187  23.0    30.0  \n",
+       "259514  N562JB    1201    JFK  FLL     138.0      1069  23.0    30.0  \n",
+       "259515  N75428    1451    EWR  BOS      51.0       200  23.0    32.0  \n",
+       "259516  N640VA     411    JFK  LAX       NaN      2475  23.0    34.0  \n",
+       "259517  N3749D    1629    JFK  LAS     292.0      2248  23.0    38.0  \n",
+       "259518  N559JB     425    JFK  TPA     134.0      1005  23.0    40.0  \n",
+       "259519  N845VA      27    JFK  SFO     340.0      2586  23.0    42.0  \n",
+       "259520  N922XJ    3470    JFK  CVG      88.0       589  23.0    43.0  \n",
+       "259521  N14977    4536    EWR  CVG      91.0       569  23.0    44.0  \n",
+       "259522  N508JB     165    JFK  PDX     345.0      2454  23.0    44.0  \n",
+       "259523  N746JB     883    JFK  MCO     119.0       944  23.0    44.0  \n",
+       "259524  N54711    1142    EWR  BOS      58.0       200  23.0    44.0  \n",
+       "259525  N988AT     349    LGA  ATL     102.0       762  23.0    46.0  \n",
+       "259526  N639VA     413    JFK  LAX     320.0      2475  23.0    48.0  \n",
+       "259527  N353JB     686    JFK  ROC      95.0       264  23.0    50.0  \n",
+       "259528  N631VA      29    JFK  SFO     335.0      2586  23.0    56.0  \n",
+       "259529  N983DL    1247    LGA  ATL     100.0       762  23.0    57.0  \n",
+       "259651  N184JB    2002    JFK  BUF      52.0       301   0.0     5.0  \n",
+       "259652  N615JB     623    JFK  LAX     308.0      2475   0.0    14.0  \n",
+       "259655  N571JB     839    JFK  BQN     195.0      1576   1.0    32.0  \n",
+       "259813  N496AA     305    LGA  ORD     107.0       733   8.0     9.0  \n",
+       "259844  N547JB     453    JFK  PBI     135.0      1028   8.0    37.0  \n",
+       "259850  N653JB     683    JFK  MCO     121.0       944   8.0    42.0  \n",
+       "259886  N18102    4380    EWR  MSP     141.0      1008   9.0    21.0  \n",
+       "259900  N796JB     901    JFK  FLL     152.0      1069   9.0    42.0  \n",
+       "259905  N562UW    1831    JFK  CLT      84.0       541   9.0    46.0  \n",
+       "259907  N913XJ    3507    JFK  MSY     168.0      1182   9.0    48.0  \n",
+       "259916  N11187    4407    EWR  OMA     158.0      1134   9.0    57.0  \n",
+       "259921  N13566    4519    EWR  AVL      96.0       583  10.0     1.0  \n",
+       "259926  N77431    1232    EWR  LAX     303.0      2454  10.0    12.0  \n",
+       "259928  N715JB     189    JFK  SAN     305.0      2446  10.0    18.0  \n",
+       "259949  N87531    1586    LGA  ORD     109.0       733  10.0    37.0  \n",
+       "259974  N821JB       5    EWR  FLL     138.0      1065  11.0    15.0  \n",
+       "259984  N509JB     411    JFK  LAS     295.0      2248  11.0    26.0  \n",
+       "259985  N179JB     116    JFK  SYR      45.0       209  11.0    27.0  \n",
+       "259987  N476UA     691    EWR  MCO     133.0       937  11.0    29.0  \n",
+       "259990  N318JB    1273    JFK  CHS      97.0       636  11.0    34.0  \n",
+       "259998  N510UW     196    JFK  PHX     270.0      2153  11.0    48.0  \n",
+       "260015  N835VA      23    JFK  SFO     336.0      2586  12.0     3.0  \n",
+       "260025  N584JB     483    JFK  MCO     133.0       944  12.0    17.0  \n",
+       "260031  N298JB      34    JFK  BTV      47.0       266  12.0    32.0  \n",
+       "260035  N522VA     187    EWR  SFO     330.0      2565  12.0    38.0  \n",
+       "260050  N8971A    4065    LGA  SDF       NaN       659  12.0    55.0  \n",
+       "260061  N12552    4679    EWR  JAX     120.0       820  13.0     4.0  \n",
+       "260062  N565JB      53    JFK  PBI     138.0      1028  13.0     4.0  \n",
+       "260063  N624JB     403    JFK  SJU     200.0      1598  13.0     4.0  \n",
+       "260066  N391CA    4963    EWR  MSP     138.0      1008  13.0     9.0  \n",
+       "260077  N508MQ    3658    LGA  ATL     112.0       762  13.0    20.0  \n",
+       "260080  N851NW    1443    JFK  SEA     317.0      2422  13.0    23.0  \n",
+       "260092  N236JB    2502    JFK  BUF      53.0       301  13.0    40.0  \n",
+       "260107  N105UW     931    JFK  CLT      86.0       541  14.0    11.0  \n",
+       "260112  N127UW    1014    EWR  CLT      83.0       529  14.0    16.0  \n",
+       "260115  N161UW    1459    LGA  CLT     105.0       544  14.0    19.0  \n",
+       "260118  N939LR    2651    LGA  CLT      87.0       544  14.0    22.0  \n",
+       "260125  N184JB    2602    JFK  BUF      52.0       301  14.0    37.0  \n",
+       "260148  N351JB     286    JFK  ROC      50.0       264  14.0    54.0  \n",
+       "260160  N68453    1593    EWR  SFO     333.0      2565  15.0     2.0  \n",
+       "260164  N718TW    1565    JFK  SFO     344.0      2586  15.0     5.0  \n",
+       "260165  N754EV    5132    LGA  SYR      34.0       198  15.0     6.0  \n",
+       "260166  N13716    1163    EWR  BOS      39.0       200  15.0     6.0  \n",
+       "260174  N76519    1108    EWR  IAH     186.0      1400  15.0    10.0  \n",
+       "260181  N592JB      41    JFK  FLL     149.0      1069  15.0    18.0  \n",
+       "260184  N653JB    1883    JFK  MCO     134.0       944  15.0    21.0  \n",
+       "260188  N526MQ    3670    LGA  BNA     117.0       764  15.0    23.0  \n",
+       "260216  N730EV    5273    LGA  PIT      58.0       335  15.0    47.0  \n",
+       "260221  N14102    1130    EWR  LAX     309.0      2454  15.0    50.0  \n",
+       "260225  N805JB     325    JFK  TPA     141.0      1005  15.0    54.0  \n",
+       "260236  N568JB     703    JFK  SJU     199.0      1598  16.0     4.0  \n",
+       "260248  N397AA    1769    JFK  MIA     163.0      1089  16.0    13.0  \n",
+       "260254  N11106    4596    EWR  STL     135.0       872  16.0    22.0  \n",
+       "260256  N511MQ    3588    LGA  MSP     146.0      1020  16.0    22.0  \n",
+       "260265  N526UA     745    LGA  DEN     199.0      1620  16.0    32.0  \n",
+       "260270  N318JB     118    JFK  BOS      43.0       187  16.0    39.0  \n",
+       "260278  N527JB      83    JFK  MCO     128.0       944  16.0    44.0  \n",
+       "260283  N742PS    1899    LGA  CLT      81.0       544  16.0    57.0  \n",
+       "260298  N298JB     477    JFK  JAX     149.0       828  17.0     8.0  \n",
+       "260301  N14231    1285    EWR  ORD     103.0       719  17.0     9.0  \n",
+       "260302  N927XJ    3540    JFK  MSP     148.0      1029  17.0    10.0  \n",
+       "260331  N39415    1037    EWR  SFO     330.0      2565  17.0    37.0  \n",
+       "260335  N796JB    1729    JFK  RSW     154.0      1074  17.0    41.0  \n",
+       "260340  N913XJ    3440    JFK  RDU      65.0       427  17.0    46.0  \n",
+       "260341  N722MQ    3556    LGA  DTW      84.0       502  17.0    46.0  \n",
+       "260343  N525UA     580    JFK  SFO     330.0      2586  17.0    48.0  \n",
+       "260346  N648JB     423    JFK  LAX     313.0      2475  17.0    51.0  \n",
+       "260357  N507AY      17    JFK  PHX     268.0      2153  18.0     5.0  \n",
+       "260359  N414UA     608    EWR  ORD     102.0       719  18.0    10.0  \n",
+       "260386  N355JB    1119    JFK  CLT      85.0       541  18.0    28.0  \n",
+       "260387  N766JB    1161    LGA  PBI     135.0      1035  18.0    32.0  \n",
+       "260393  N491WN    2625    LGA  MDW     107.0       725  18.0    38.0  \n",
+       "260395  N748EV    5461    LGA  RDU      66.0       431  18.0    40.0  \n",
+       "260399  N13750    1273    EWR  TPA     145.0       997  18.0    49.0  \n",
+       "260403  N602SW      19    EWR  STL     129.0       872  18.0    51.0  \n",
+       "260412  N13716    1625    EWR  DEN     204.0      1605  18.0    59.0  \n",
+       "260421  N583JB     415    JFK  SFO     332.0      2586  19.0     9.0  \n",
+       "260422  N211FR     837    LGA  DEN     220.0      1620  19.0    10.0  \n",
+       "260428  N77296    1437    LGA  ORD     114.0       733  19.0    14.0  \n",
+       "260429  N476UA     566    EWR  MCO     131.0       937  19.0    16.0  \n",
+       "260433  N184JB    1185    JFK  RDU      69.0       427  19.0    20.0  \n",
+       "260439  N188DN      17    JFK  LAX     301.0      2475  19.0    27.0  \n",
+       "260451  N374JB    1516    JFK  SYR      44.0       209  19.0    40.0  \n",
+       "260457  N705JB     305    EWR  FLL     161.0      1065  19.0    44.0  \n",
+       "260462  N236JB      86    JFK  ROC      49.0       264  19.0    49.0  \n",
+       "260463  N721MQ    3411    LGA  RDU      66.0       431  19.0    49.0  \n",
+       "260464  N527MQ    3674    LGA  CLE      65.0       419  19.0    49.0  \n",
+       "260469  N87512    1442    EWR  DFW     182.0      1372  19.0    54.0  \n",
+       "260473  N584JB     327    EWR  MCO     139.0       937  19.0    59.0  \n",
+       "260474  N851VA      27    JFK  SFO     330.0      2586  19.0    59.0  \n",
+       "260478  N508MQ    3349    LGA  MSP     138.0      1020  20.0     3.0  \n",
+       "260480  N711MQ    3486    LGA  BNA     119.0       764  20.0     4.0  \n",
+       "260482  N38459    1141    EWR  SFO     317.0      2565  20.0     6.0  \n",
+       "260484  N513UA     212    EWR  SFO     314.0      2565  20.0     9.0  \n",
+       "260493  N3751B    1629    JFK  LAS     273.0      2248  20.0    18.0  \n",
+       "260494  N565UA     506    EWR  LAX     294.0      2454  20.0    22.0  \n",
+       "260501  N931XJ    3285    JFK  MSY     167.0      1182  20.0    31.0  \n",
+       "260509  N76529    1532    EWR  SFO     333.0      2565  20.0    48.0  \n",
+       "260513  N529VA     193    EWR  SFO     331.0      2565  20.0    55.0  \n",
+       "260520  N725MQ    3591    LGA  RDU      70.0       431  21.0     1.0  \n",
+       "260522  N565JB      71    JFK  SLC     265.0      1990  21.0     4.0  \n",
+       "260530  N316JB     201    JFK  FLL     162.0      1069  21.0    14.0  \n",
+       "260538  N830MQ    3374    JFK  RDU      68.0       427  21.0    24.0  \n",
+       "260539  N840VA     415    JFK  LAX     310.0      2475  21.0    25.0  \n",
+       "260540  N79402    1555    EWR  SAN     293.0      2425  21.0    25.0  \n",
+       "260546  N556JB    1083    JFK  MCO     122.0       944  21.0    38.0  \n",
+       "260549  N560UA     771    JFK  LAX     292.0      2475  21.0    40.0  \n",
+       "260553  N15986    4434    EWR  CLT      87.0       529  21.0    52.0  \n",
+       "260557  N179JB     686    JFK  ROC      47.0       264  21.0    57.0  \n",
+       "260559  N634JB     165    JFK  PDX     325.0      2454  22.0     2.0  \n",
+       "260560  N623VA      29    JFK  SFO     339.0      2586  22.0     2.0  \n",
+       "260564  N789JB    1103    JFK  SJU     193.0      1598  22.0    13.0  \n",
+       "260568  N605JB     499    LGA  MCO     128.0       950  22.0    28.0  \n",
+       "260569  N646JB     135    JFK  PHX     262.0      2153  22.0    30.0  \n",
+       "260570  N517JB      97    JFK  DEN     206.0      1626  22.0    32.0  \n",
+       "260571  N18114    4536    EWR  CVG      87.0       569  22.0    34.0  \n",
+       "260572  N38454    1451    EWR  BOS      39.0       200  22.0    34.0  \n",
+       "260573  N624JB    1295    JFK  AUS     198.0      1521  22.0    48.0  \n",
+       "260574  N547JB    1371    LGA  FLL     138.0      1076  22.0    59.0  \n",
+       "260575  N510JB    1183    JFK  MCO     125.0       944  23.0     8.0  \n",
+       "260577  N715JB     425    JFK  TPA     136.0      1005  23.0    14.0  \n",
+       "260578  N197JB     702    JFK  BUF      52.0       301  23.0    16.0  \n",
+       "260580  N632JB     527    EWR  MCO     126.0       937  23.0    32.0  \n",
+       "260581  N999DN     947    LGA  ATL     114.0       762  23.0    34.0  \n",
+       "260584  N374JB    1677    JFK  JAX     121.0       828  23.0    47.0  \n",
+       "260586  N236JB     108    JFK  PWM      45.0       273  23.0    55.0  \n",
+       "260587  N805JB     105    JFK  ORD     102.0       740  23.0    57.0  \n",
+       "260657  N627JB      97    JFK  DEN     200.0      1626   0.0     5.0  \n",
+       "260658  N179JB    1816    JFK  SYR      40.0       209   0.0     7.0  \n",
+       "260659  N8960A    3807    EWR  CVG      83.0       569   0.0    13.0  \n",
+       "260660  N281JB     234    JFK  BTV      47.0       266   0.0    15.0  \n",
+       "260661  N355JB     486    JFK  ROC      41.0       264   0.0    19.0  \n",
+       "260663  N605JB     745    JFK  PSE     191.0      1617   1.0    18.0  \n",
+       "260664  N930DL    2391    JFK  TPA     135.0      1005   1.0    43.0  \n",
+       "260788  N722MQ    3351    LGA  DTW      82.0       502   7.0    36.0  \n",
+       "260854  N11535    4137    EWR  ATL     118.0       746   8.0    25.0  \n",
+       "260886  N12167    4166    EWR  GSP      88.0       594   8.0    54.0  \n",
+       "260899  N531JB     683    JFK  MCO     148.0       944   9.0     2.0  \n",
+       "260908  N641VA     183    EWR  SFO     321.0      2565   9.0    11.0  \n",
+       "260928  N600LR    3521    JFK  ORD     101.0       740   9.0    33.0  \n",
+       "260929  N8525B    3879    EWR  CVG      90.0       569   9.0    33.0  \n",
+       "260936  N605JB     901    JFK  FLL     156.0      1069   9.0    43.0  \n",
+       "260938  N3FEAA    2267    LGA  MIA     160.0      1096   9.0    48.0  \n",
+       "260958  N76529    1199    EWR  BOS      41.0       200  10.0    13.0  \n",
+       "260975  N730EV    5109    LGA  CHS      95.0       641  10.0    27.0  \n",
+       "261018  N8928A    4122    JFK  MVY      37.0       173  11.0    32.0  \n",
+       "261039  N591JB      53    JFK  PBI     147.0      1028  11.0    54.0  \n",
+       "261041  N319AA     179    JFK  SFO     324.0      2586  11.0    55.0  \n",
+       "261059  N8907A    3608    JFK  PHL      31.0        94  12.0    21.0  \n",
+       "261061  N836AS    5736    LGA  IAD      47.0       229  12.0    24.0  \n",
+       "261062  N590JB     483    JFK  MCO     146.0       944  12.0    24.0  \n",
+       "261064  N625VA      23    JFK  SFO     317.0      2586  12.0    27.0  \n",
+       "261065  N24211    1740    EWR  IAH     167.0      1400  12.0    28.0  \n",
+       "261071  N435UA     700    EWR  ORD      95.0       719  12.0    33.0  \n",
+       "261075  N524VA     187    EWR  SFO     326.0      2565  12.0    37.0  \n",
+       "261108  N13988    3838    EWR  ROC      41.0       246  13.0    12.0  \n",
+       "261133  N36247    1248    EWR  BOS      36.0       200  13.0    38.0  \n",
+       "261136  N3JHAA     739    LGA  DFW     171.0      1389  13.0    41.0  \n",
+       "261140  N738MQ    3404    LGA  RDU      81.0       431  13.0    46.0  \n",
+       "261167  N561JB     431    LGA  SRQ     159.0      1047  14.0    33.0  \n",
+       "261173  N643JB     213    JFK  LGB     299.0      2465  14.0    41.0  \n",
+       "261205  N8598B    4097    JFK  BWI      38.0       184  15.0     3.0  \n",
+       "261206  N426UA     744    EWR  DFW     167.0      1372  15.0     3.0  \n",
+       "261248  N820AS    5713    LGA  IAD      47.0       229  15.0    43.0  \n",
+       "261278  N79521    1593    EWR  SFO     309.0      2565  16.0     7.0  \n",
+       "261279  N758US    2179    LGA  DCA      43.0       214  16.0     7.0  \n",
+       "261284  N531JB    1883    JFK  MCO     130.0       944  16.0    10.0  \n",
+       "261292  N919AT     349    LGA  ATL     138.0       762  16.0    19.0  \n",
+       "261294  N548US     451    LGA  ATL     126.0       762  16.0    22.0  \n",
+       "261309  N918XJ    3318    JFK  BUF      50.0       301  16.0    35.0  \n",
+       "261312  N57439    1151    EWR  SEA     313.0      2402  16.0    36.0  \n",
+       "261314  N625JB    1729    JFK  RSW     155.0      1074  16.0    37.0  \n",
+       "261321  N386AA      85    JFK  SFO     318.0      2586  16.0    48.0  \n",
+       "261323  N952UW    1607    LGA  PHL      43.0        96  16.0    50.0  \n",
+       "261340  N306JB    1105    JFK  ORD     104.0       740  17.0     6.0  \n",
+       "261349  N938DL     847    LGA  ATL     117.0       762  17.0    19.0  \n",
+       "261354  N929DL    1982    LGA  MIA     150.0      1096  17.0    22.0  \n",
+       "261357  N178DZ     843    JFK  ATL     113.0       760  17.0    24.0  \n",
+       "261373  N188US     802    EWR  CLT      84.0       529  17.0    40.0  \n",
+       "261374  N608QX    5091    LGA  PIT      53.0       335  17.0    44.0  \n",
+       "261376  N14920    4411    EWR  MEM     127.0       946  17.0    45.0  \n",
+       "261381  N13914    4377    EWR  JAX     130.0       820  17.0    49.0  \n",
+       "261385  N560UA     257    JFK  SFO     323.0      2586  17.0    52.0  \n",
+       "261399  N824AY    4013    JFK  PHL      45.0        94  18.0     9.0  \n",
+       "261414  N13970    5841    EWR  STL     117.0       872  18.0    23.0  \n",
+       "261419  N752EV    5509    EWR  DTW      76.0       488  18.0    29.0  \n",
+       "261422  N614QX    5601    LGA  CLT      92.0       544  18.0    31.0  \n",
+       "261424  N593JB     327    EWR  MCO     132.0       937  18.0    32.0  \n",
+       "261428  N5BTAA     257    JFK  LAS     276.0      2248  18.0    37.0  \n",
+       "261430  N11165    4091    EWR  IAD      44.0       212  18.0    39.0  \n",
+       "261431  N8588D    4115    JFK  IAD      48.0       228  18.0    39.0  \n",
+       "261432  N16561    5824    EWR  ORF      49.0       284  18.0    41.0  \n",
+       "261435  N836MQ    3411    LGA  RDU      76.0       431  18.0    43.0  \n",
+       "261436  N17984    4224    EWR  MKE      98.0       725  18.0    46.0  \n",
+       "261439  N15555    5812    EWR  CHS      97.0       628  18.0    47.0  \n",
+       "261444  N354NW    1499    LGA  ATL     121.0       762  18.0    51.0  \n",
+       "261446  N13968    3841    EWR  CVG      89.0       569  18.0    53.0  \n",
+       "261447  N402WN     580    EWR  HOU     183.0      1411  18.0    54.0  \n",
+       "261450  N406WN     345    LGA  DEN     218.0      1620  18.0    59.0  \n",
+       "261453  N328JB    2580    EWR  BOS      38.0       200  19.0     2.0  \n",
+       "261456  N14905    3854    EWR  ATL     122.0       746  19.0     7.0  \n",
+       "261459  N644DL      61    LGA  ATL     117.0       762  19.0    11.0  \n",
+       "261460  N16954    4187    EWR  BNA     111.0       748  19.0    12.0  \n",
+       "261463  N913XJ    3310    JFK  MCI     143.0      1113  19.0    15.0  \n",
+       "261465  N329AA     177    JFK  SFO     321.0      2586  19.0    15.0  \n",
+       "261467  N591JB     415    JFK  SFO     308.0      2586  19.0    18.0  \n",
+       "261474  N587JB     153    JFK  PBI     140.0      1028  19.0    22.0  \n",
+       "261494  N314NB    2331    LGA  DTW      69.0       502  19.0    40.0  \n",
+       "261495  N362NB     926    EWR  ATL     136.0       746  19.0    41.0  \n",
+       "261496  N37466    1141    EWR  SFO     304.0      2565  19.0    41.0  \n",
+       "261497  N447UA     353    EWR  TPA     140.0       997  19.0    42.0  \n",
+       "261499  N530UA     483    EWR  LAX     286.0      2454  19.0    48.0  \n",
+       "261500  N525MQ    3674    LGA  CLE      63.0       419  19.0    49.0  \n",
+       "261502  N590JB     803    JFK  SJU     193.0      1598  19.0    54.0  \n",
+       "261503  N756SA    2603    LGA  BNA     108.0       764  19.0    54.0  \n",
+       "261504  N990DL      83    JFK  MIA     153.0      1089  19.0    55.0  \n",
+       "261506  N13988    4202    EWR  STL       NaN       872  19.0    57.0  \n",
+       "261510  N318AT     771    LGA  ATL     111.0       762  20.0     1.0  \n",
+       "261511  N847VA      27    JFK  SFO     309.0      2586  20.0     1.0  \n",
+       "261512  N3GHAA     779    LGA  MIA     153.0      1096  20.0     2.0  \n",
+       "261515  N33294    1595    EWR  SNA     293.0      2434  20.0     2.0  \n",
+       "261537  N838UA     515    EWR  ORD     104.0       719  20.0    28.0  \n",
+       "261538  N340NW    2041    JFK  ATL     109.0       760  20.0    31.0  \n",
+       "261539  N502UA     389    JFK  SFO     315.0      2586  20.0    33.0  \n",
+       "261543  N547AA     791    LGA  DFW     167.0      1389  20.0    37.0  \n",
+       "261544  N930XJ    3429    JFK  JAX     118.0       828  20.0    38.0  \n",
+       "261545  N16981    4191    EWR  BNA     107.0       748  20.0    39.0  \n",
+       "261549  N14180    4209    EWR  TVC      94.0       644  20.0    47.0  \n",
+       "261551  N523VA     193    EWR  SFO     312.0      2565  20.0    50.0  \n",
+       "261552  N14568    4131    EWR  RIC      51.0       277  20.0    51.0  \n",
+       "261553  N805JB     161    JFK  SMF     303.0      2521  20.0    51.0  \n",
+       "261559  N25134    4453    EWR  MCI     137.0      1092  20.0    57.0  \n",
+       "261562  N557UA     769    JFK  SFO     314.0      2586  21.0     2.0  \n",
+       "261566  N12238    1259    LGA  IAH     172.0      1416  21.0    11.0  \n",
+       "261567  N12167    4543    EWR  DSM     129.0      1017  21.0    12.0  \n",
+       "261568  N624AG    1465    JFK  SFO     316.0      2586  21.0    12.0  \n",
+       "261569  N53441    1555    EWR  SAN     279.0      2425  21.0    13.0  \n",
+       "261574  N846MQ    3402    LGA  TVC      93.0       655  21.0    17.0  \n",
+       "261575  N606LR    5454    EWR  DTW      67.0       488  21.0    20.0  \n",
+       "261577  N11140    4361    EWR  TYS      95.0       631  21.0    25.0  \n",
+       "261578  N846VA      29    JFK  SFO     326.0      2586  21.0    25.0  \n",
+       "261579  N76526    1481    EWR  SFO     309.0      2565  21.0    27.0  \n",
+       "261585  N135EV    5092    EWR  ATL     107.0       746  21.0    37.0  \n",
+       "261586  N877AS    5714    JFK  IAD      41.0       228  21.0    38.0  \n",
+       "261587  N3KFAA    1709    LGA  MIA     149.0      1096  21.0    39.0  \n",
+       "261589  N320AA      21    JFK  LAX     277.0      2475  21.0    43.0  \n",
+       "261591  N711MQ    3573    LGA  CMH      71.0       479  21.0    49.0  \n",
+       "261592  N980DL     947    LGA  ATL     116.0       762  21.0    50.0  \n",
+       "261593  N16951    4152    EWR  ATL     119.0       746  21.0    52.0  \n",
+       "261594  N8646A    4218    JFK  PHL      40.0        94  21.0    54.0  \n",
+       "261595  N794SW    1271    EWR  MDW      95.0       711  21.0    57.0  \n",
+       "261598  N383DN    2065    JFK  FLL     146.0      1069  22.0     1.0  \n",
+       "261599  N24706    1464    EWR  CLE      58.0       404  22.0     1.0  \n",
+       "261600  N77430    1071    EWR  BQN     193.0      1585  22.0     2.0  \n",
+       "261601  N991AT     485    LGA  CAK      60.0       397  22.0     5.0  \n",
+       "261602  N11109    4204    EWR  OKC     162.0      1325  22.0     6.0  \n",
+       "261604  N15980    4373    EWR  DCA      43.0       199  22.0     9.0  \n",
+       "261607  N76522    1682    EWR  FLL     147.0      1065  22.0    13.0  \n",
+       "261609  N8710A    4127    JFK  IAD      47.0       228  22.0    22.0  \n",
+       "261610  N847UA     385    EWR  PBI     143.0      1023  22.0    22.0  \n",
+       "261613  N662JB     305    EWR  FLL     149.0      1065  22.0    30.0  \n",
+       "261614  N298JB     775    JFK  MSY     159.0      1182  22.0    36.0  \n",
+       "261615  N641JB     915    JFK  SFO     313.0      2586  22.0    38.0  \n",
+       "261617  N3762Y     347    JFK  SJU     189.0      1598  22.0    42.0  \n",
+       "261618  N907DE    1147    LGA  ATL     111.0       762  22.0    43.0  \n",
+       "261619  N13992    4434    EWR  CLT      87.0       529  22.0    46.0  \n",
+       "261620  N12160    4678    EWR  MSP     132.0      1008  22.0    49.0  \n",
+       "261623  N630JB     425    JFK  TPA     137.0      1005  22.0    57.0  \n",
+       "261624  N815MQ    3621    JFK  DCA      49.0       213  22.0    57.0  \n",
+       "261625  N18556    5804    EWR  OMA     147.0      1134  22.0    59.0  \n",
+       "261627  N13956    4700    EWR  CLT      88.0       529  23.0     8.0  \n",
+       "261628  N8976E    4079    JFK  BWI      34.0       184  23.0     9.0  \n",
+       "261629  N14186    4370    EWR  CHS      90.0       628  23.0    14.0  \n",
+       "261630  N12172    4672    EWR  STL     110.0       872  23.0    16.0  \n",
+       "261632  N236JB    1677    JFK  JAX     116.0       828  23.0    16.0  \n",
+       "261633  N918XJ    3470    JFK  CVG      83.0       589  23.0    20.0  \n",
+       "261634  N329NB     985    JFK  BOS      48.0       187  23.0    22.0  \n",
+       "261635  N26545    3832    EWR  DCA      43.0       199  23.0    23.0  \n",
+       "261636  N13914    4351    EWR  JAX     124.0       820  23.0    28.0  \n",
+       "261637  N607JB    1183    JFK  MCO     128.0       944  23.0    33.0  \n",
+       "261638  N16559    4536    EWR  CVG      91.0       569  23.0    34.0  \n",
+       "261639  N12924    3823    EWR  SDF      95.0       642  23.0    41.0  \n",
+       "261640  N649JB    1201    JFK  FLL     146.0      1069  23.0    41.0  \n",
+       "261641  N12126    3830    EWR  RIC      47.0       277  23.0    42.0  \n",
+       "261642  N274JB     108    JFK  PWM      57.0       273  23.0    50.0  \n",
+       "261660  N339JB     718    JFK  BOS      35.0       187   0.0    52.0  \n",
+       "261661  N662JB     839    JFK  BQN     195.0      1576   2.0    50.0  \n",
+       "261662  N637JB     745    JFK  PSE     195.0      1617   3.0     3.0  \n",
+       "261740  N929WN    2043    EWR  MDW      94.0       711   7.0     5.0  \n",
+       "261759  N767SW      64    EWR  HOU     181.0      1411   7.0    31.0  \n",
+       "261800  N503JB     453    JFK  PBI     144.0      1028   8.0    10.0  \n",
+       "261816  N18243    1673    EWR  SFO     305.0      2565   8.0    23.0  \n",
+       "261881  N845VA     183    EWR  SFO     320.0      2565   9.0    30.0  \n",
+       "261911  N16961    3817    EWR  ALB      28.0       143  10.0    11.0  \n",
+       "261913  N8501F    4105    JFK  CHS     102.0       636  10.0    12.0  \n",
+       "261920  N200PQ    5222    EWR  DTW      75.0       488  10.0    24.0  \n",
+       "261932  N930DL    2379    LGA  FLL     167.0      1076  10.0    44.0  \n",
+       "261944  N11107    4321    EWR  MCI     135.0      1092  11.0     0.0  \n",
+       "261992  N559AA     325    LGA  ORD      99.0       733  12.0    22.0  \n",
+       "261993  N988DL    1847    LGA  ATL     114.0       762  12.0    27.0  \n",
+       "262001  N8977A    3910    JFK  RIC      52.0       288  12.0    37.0  \n",
+       "262016  N14162    4328    EWR  CHS     105.0       628  12.0    54.0  \n",
+       "262025  N13913    4510    EWR  MKE     101.0       725  13.0     3.0  \n",
+       "262032  N18557    5795    EWR  PIT      57.0       319  13.0    10.0  \n",
+       "262037  N353NB    2219    LGA  MSP     132.0      1020  13.0    15.0  \n",
+       "262049  N501MQ    3546    LGA  MSP     128.0      1020  13.0    40.0  \n",
+       "262052  N965DL     954    LGA  FLL     150.0      1076  13.0    43.0  \n",
+       "262066  N723MQ    3340    LGA  DTW      76.0       502  14.0     4.0  \n",
+       "262068  N4YPAA    1033    EWR  DFW     167.0      1372  14.0    11.0  \n",
+       "262072  N16541    4679    EWR  JAX     129.0       820  14.0    16.0  \n",
+       "262075  N16976    4552    EWR  GSO      73.0       445  14.0    20.0  \n",
+       "262085  N14905    5797    EWR  RIC      53.0       277  14.0    34.0  \n",
+       "262103  N11535    5840    EWR  ROC      39.0       246  14.0    52.0  \n",
+       "262126  N912DE     781    LGA  ATL     112.0       762  15.0     8.0  \n",
+       "262134  N36915    4420    EWR  ORF      51.0       284  15.0    21.0  \n",
+       "262142  N34282    1297    EWR  LAS     272.0      2227  15.0    27.0  \n",
+       "262153  N824AW     688    EWR  PHX     248.0      2133  15.0    38.0  \n",
+       "262164  N759EV    5299    LGA  MEM     128.0       963  15.0    53.0  \n",
+       "262166  N535MQ    3678    EWR  ORD      98.0       719  15.0    54.0  \n",
+       "262175  N901DE    1819    LGA  MSP     128.0      1020  16.0     4.0  \n",
+       "262192  N5FEAA    1635    JFK  SJU     196.0      1598  16.0    24.0  \n",
+       "262211  N929WN    2269    EWR  DEN     219.0      1605  16.0    46.0  \n",
+       "262215  N941DL    1982    LGA  MIA     197.0      1096  16.0    49.0  \n",
+       "262238  N832AY    3973    JFK  RIC      61.0       288  17.0     6.0  \n",
+       "262239  N8688C    4120    JFK  CLE      72.0       425  17.0     7.0  \n",
+       "262243  N14171    4667    EWR  MSP     137.0      1008  17.0    11.0  \n",
+       "262248  N4XVAA     341    LGA  ORD     124.0       733  17.0    17.0  \n",
+       "262250  N906XJ    3523    JFK  ORD     107.0       740  17.0    18.0  \n",
+       "262253  N740EV    5058    EWR  ATL     106.0       746  17.0    20.0  \n",
+       "262254  N329NW    1373    JFK  MIA     157.0      1089  17.0    21.0  \n",
+       "262264  N794JB     423    JFK  LAX     295.0      2475  17.0    34.0  \n",
+       "262266  N14907    4382    EWR  DTW      78.0       488  17.0    36.0  \n",
+       "262271  N625JB     283    JFK  MCO     129.0       944  17.0    45.0  \n",
+       "262273  N39415    1107    EWR  DEN       NaN      1605  17.0    49.0  \n",
+       "262284  N336AA     117    JFK  LAX     307.0      2475  18.0     5.0  \n",
+       "262287  N637JB     327    EWR  MCO     123.0       937  18.0    12.0  \n",
+       "262293  N8501F    4101    JFK  ROC      47.0       264  18.0    20.0  \n",
+       "262295  N633VA      27    JFK  SFO     319.0      2586  18.0    21.0  \n",
+       "262296  N8751D    4013    JFK  PHL      27.0        94  18.0    22.0  \n",
+       "262304  N17233    1593    EWR  MCO     121.0       937  18.0    33.0  \n",
+       "262310  N3GNAA     695    JFK  AUS     196.0      1521  18.0    40.0  \n",
+       "262314  N37253    1618    EWR  TPA     131.0       997  18.0    49.0  \n",
+       "262318  N724UW    1004    LGA  CLT      97.0       544  18.0    54.0  \n",
+       "262320  N5FSAA     257    JFK  LAS     283.0      2248  18.0    56.0  \n",
+       "262325  N554JB    1117    LGA  TPA     133.0      1010  18.0    59.0  \n",
+       "262331   N3756     569    JFK  ATL     105.0       760  19.0     7.0  \n",
+       "262334  N604QX    4949    LGA  GSO       NaN       461  19.0    10.0  \n",
+       "262339  N213WN    2115    EWR  MDW      96.0       711  19.0    14.0  \n",
+       "262343  N909DL    1585    LGA  MCO     122.0       950  19.0    18.0  \n",
+       "262347  N689DL     884    LGA  DEN     220.0      1620  19.0    22.0  \n",
+       "262351  N990DL    2181    LGA  MCO     124.0       950  19.0    26.0  \n",
+       "262352  N826UA     996    EWR  SFO     302.0      2565  19.0    27.0  \n",
+       "262361  N8905F    3615    JFK  IND     101.0       665  19.0    39.0  \n",
+       "262364  N534MQ    3134    EWR  ORD      98.0       719  19.0    40.0  \n",
+       "262367  N478UA     485    EWR  SNA     279.0      2434  19.0    47.0  \n",
+       "262368  N662JB    1161    LGA  PBI     134.0      1035  19.0    50.0  \n",
+       "262374  N168AT     645    LGA  ATL     116.0       762  20.0     6.0  \n",
+       "262375  N339JB    1202    JFK  BUF      52.0       301  20.0     6.0  \n",
+       "262379  N633JB     299    LGA  MCO     124.0       950  20.0    10.0  \n",
+       "262385  N3CMAA    1611    LGA  MIA     143.0      1096  20.0    19.0  \n",
+       "262387  N13566    4121    EWR  RDU      71.0       416  20.0    21.0  \n",
+       "262390  N126UW    1677    LGA  CLT      85.0       544  20.0    22.0  \n",
+       "262392  N562JB     305    EWR  FLL     142.0      1065  20.0    25.0  \n",
+       "262396  N907XJ    3285    JFK  MSY     170.0      1182  20.0    30.0  \n",
+       "262397  N847UA     337    EWR  DFW     168.0      1372  20.0    31.0  \n",
+       "262398  N364NW    1854    LGA  FLL     148.0      1076  20.0    32.0  \n",
+       "262402  N418UA     675    EWR  SEA     298.0      2402  20.0    40.0  \n",
+       "262405  N940DL     947    LGA  ATL     110.0       762  20.0    48.0  \n",
+       "262406  N35271    1615    EWR  AUS     184.0      1504  20.0    49.0  \n",
+       "262407  N4WMAA     359    LGA  ORD     103.0       733  20.0    51.0  \n",
+       "262410  N3747D    1485    LGA  MCO     124.0       950  20.0    58.0  \n",
+       "262412  N713MQ    3591    LGA  RDU      67.0       431  21.0     6.0  \n",
+       "262418  N899AT     623    LGA  ATL     103.0       762  21.0    23.0  \n",
+       "262419  N3FPAA    1709    LGA  MIA     147.0      1096  21.0    25.0  \n",
+       "262423  N793JB     883    JFK  MCO     122.0       944  21.0    30.0  \n",
+       "262425  N202FR     837    LGA  DEN     223.0      1620  21.0    37.0  \n",
+       "262432  N12924    4645    EWR  JAX     110.0       820  22.0     1.0  \n",
+       "262436  N715JB     165    JFK  PDX     316.0      2454  22.0     9.0  \n",
+       "262437  N921DL    1435    LGA  TPA     135.0      1010  22.0    11.0  \n",
+       "262438  N17229    1103    EWR  PDX     308.0      2434  22.0    19.0  \n",
+       "262440  N228JB     618    JFK  BOS      42.0       187  22.0    31.0  \n",
+       "262441  N579JB     499    LGA  MCO     118.0       950  22.0    35.0  \n",
+       "262442  N14162    4333    EWR  TUL     148.0      1215  22.0    42.0  \n",
+       "262443  N503JB    1371    LGA  FLL     141.0      1076  22.0    42.0  \n",
+       "262445  N318NB     985    JFK  BOS      38.0       187  22.0    53.0  \n",
+       "262447  N856MQ    3374    JFK  RDU      67.0       427  22.0    59.0  \n",
+       "262449  N652JB    1271    LGA  FLL     138.0      1076  23.0     3.0  \n",
+       "262450  N805JB    1295    JFK  AUS     180.0      1521  23.0    13.0  \n",
+       "262451  N593JB      97    JFK  DEN     211.0      1626  23.0    14.0  \n",
+       "262452  N629JB    1201    JFK  FLL     139.0      1069  23.0    28.0  \n",
+       "262453  N258JB    1677    JFK  JAX       NaN       828  23.0    35.0  \n",
+       "262456  N358JB     234    JFK  BTV      44.0       266  23.0    58.0  \n",
+       "262457  N334JB    1816    JFK  SYR      40.0       209  24.0     0.0  \n",
+       "262458  N597JB     425    JFK  TPA     129.0      1005  24.0     0.0  \n",
+       "262471  N521JB     839    JFK  BQN     196.0      1576   1.0    12.0  \n",
+       "262658  N21197    4424    EWR  RDU      71.0       416   8.0    56.0  \n",
+       "262686  N480UA     743    EWR  FLL     146.0      1065   9.0    32.0  \n",
+       "262693  N748EV    4998    LGA  MCI       NaN      1107   9.0    43.0  \n",
+       "262723  N33182    4262    EWR  CLT      74.0       529  10.0    18.0  \n",
+       "262730  N335AA       1    JFK  LAX     286.0      2475  10.0    25.0  \n",
+       "262744  N8305E     273    LGA  MDW      99.0       725  10.0    52.0  \n",
+       "262774  N530MQ    3689    LGA  DTW      73.0       502  11.0    29.0  \n",
+       "262794  N758EV    5299    LGA  MEM     118.0       963  11.0    55.0  \n",
+       "262807  N809JB       1    JFK  FLL     133.0      1069  12.0     6.0  \n",
+       "262813  N12172    4711    EWR  STL     117.0       872  12.0    12.0  \n",
+       "262816  N637JB     925    JFK  TPA     128.0      1005  12.0    23.0  \n",
+       "262850  N527MQ    3461    LGA  BNA      94.0       764  13.0     3.0  \n",
+       "262886  N435UA     208    EWR  LAS     266.0      2227  13.0    53.0  \n",
+       "262897  N571JB     927    EWR  MCO     118.0       937  14.0     3.0  \n",
+       "262907  N360NB     874    LGA  MIA     135.0      1096  14.0    20.0  \n",
+       "262912  N568JB    1639    LGA  RSW     140.0      1080  14.0    28.0  \n",
+       "263031  N15910    4201    EWR  MEM     129.0       946  16.0     9.0  \n",
+       "263043  N711MQ    3493    LGA  CLE      60.0       419  16.0    22.0  \n",
+       "263048  N24211    1695    EWR  IAH     181.0      1400  16.0    26.0  \n",
+       "263053  N8980A    3793    JFK  CLT      75.0       541  16.0    31.0  \n",
+       "263054  N386AA      85    JFK  SFO     325.0      2586  16.0    31.0  \n",
+       "263066   N3752       4    JFK  SJU     194.0      1598  16.0    49.0  \n",
+       "263102  N710EV    5432    LGA  BNA      95.0       764  17.0    17.0  \n",
+       "263108  N649JB     543    EWR  PBI     123.0      1023  17.0    23.0  \n",
+       "263115  N604LR    3440    JFK  RDU      66.0       427  17.0    28.0  \n",
+       "263123  N922XJ    3341    JFK  DTW      77.0       509  17.0    33.0  \n",
+       "263141  N331NB    1131    LGA  DTW      70.0       502  17.0    47.0  \n",
+       "263164  N14952    4294    EWR  SAV      94.0       708  18.0    18.0  \n",
+       "263169  N12172    4678    EWR  MSP     137.0      1008  18.0    20.0  \n",
+       "263172  N368NB    2042    EWR  ATL     110.0       746  18.0    22.0  \n",
+       "263188  N604MQ    3216    JFK  ORF      50.0       290  18.0    33.0  \n",
+       "263192  N37419    1266    EWR  LAX     286.0      2454  18.0    46.0  \n",
+       "263202  N597UA     512    JFK  SFO     330.0      2586  18.0    54.0  \n",
+       "263207  N263AV     837    LGA  DEN     238.0      1620  18.0    58.0  \n",
+       "263214  N565UA     207    EWR  SFO     310.0      2565  19.0     1.0  \n",
+       "263225  N921DL    2331    LGA  DTW      71.0       502  19.0     9.0  \n",
+       "263228  N328JB    2580    EWR  BOS      40.0       200  19.0    15.0  \n",
+       "263231  N12922    4702    EWR  GSO      65.0       445  19.0    17.0  \n",
+       "263238  N659JB     415    JFK  SFO     310.0      2586  19.0    19.0  \n",
+       "263257  N12564    3827    EWR  CAE      82.0       602  19.0    41.0  \n",
+       "263279  N711MQ    3486    LGA  BNA      99.0       764  20.0     4.0  \n",
+       "263286  N579JB     299    LGA  MCO     120.0       950  20.0    14.0  \n",
+       "263289  N621AA     257    JFK  LAS     279.0      2248  20.0    16.0  \n",
+       "263303  N14991    4326    EWR  CLT      72.0       529  20.0    31.0  \n",
+       "263305  N523UA     212    EWR  SFO     309.0      2565  20.0    37.0  \n",
+       "263308  N910XJ    3472    JFK  DTW      81.0       509  20.0    43.0  \n",
+       "263313  N835AS    5714    JFK  IAD      39.0       228  20.0    54.0  \n",
+       "263323  N524JB     161    JFK  SMF     305.0      2521  21.0     1.0  \n",
+       "263324  N656JB     883    JFK  MCO     118.0       944  21.0     2.0  \n",
+       "263330  N815MQ    3374    JFK  RDU      70.0       427  21.0     8.0  \n",
+       "263336  N766JB    1505    JFK  ABQ     213.0      1826  21.0    11.0  \n",
+       "263340  N15912    4543    EWR  DSM     136.0      1017  21.0    19.0  \n",
+       "263353  N15980    4411    EWR  MEM     125.0       946  21.0    30.0  \n",
+       "263363  N16911    6120    LGA  CLE      63.0       419  21.0    51.0  \n",
+       "263366  N12552    4645    EWR  JAX     126.0       820  21.0    55.0  \n",
+       "263367  N613JB     105    JFK  ORD     105.0       740  21.0    59.0  \n",
+       "263368  N604QX    5038    LGA  BHM     105.0       866  22.0     0.0  \n",
+       "263370  N3771K     245    JFK  PHX     244.0      2153  22.0     8.0  \n",
+       "263373  N646JB     915    JFK  SFO     306.0      2586  22.0    11.0  \n",
+       "263378  N600LR    3395    JFK  DCA      35.0       213  22.0    41.0  \n",
+       "263384  N504JB    1183    JFK  MCO     112.0       944  22.0    48.0  \n",
+       "263385  N236JB    2680    EWR  BOS      49.0       200  22.0    49.0  \n",
+       "263386  N521UA     490    EWR  PDX     303.0      2434  22.0    53.0  \n",
+       "263387  N760JB     425    JFK  TPA     127.0      1005  22.0    56.0  \n",
+       "263388  N662JB    1103    JFK  SJU     193.0      1598  22.0    57.0  \n",
+       "263390  N518MQ    3535    JFK  CMH      63.0       483  23.0    22.0  \n",
+       "263391  N710EV    5169    LGA  BTV      40.0       258  23.0    25.0  \n",
+       "263664  N738MQ    3478    LGA  DTW      74.0       502   9.0    24.0  \n",
+       "263709  N470UA     319    EWR  LAS     256.0      2227  10.0    15.0  \n",
+       "263748  N718EV    5109    LGA  CHS      85.0       641  11.0     2.0  \n",
+       "263776  N5EKAA     179    JFK  SFO     310.0      2586  11.0    41.0  \n",
+       "263851  N991AT     353    LGA  CAK      60.0       397  13.0     5.0  \n",
+       "263985  N960AT     349    LGA  ATL     107.0       762  15.0    26.0  \n",
+       "264074  N3KEAA     745    LGA  DFW     179.0      1389  16.0    41.0  \n",
+       "264118  N3BHAA    1750    JFK  BOS      34.0       187  17.0    17.0  \n",
+       "264168  N16732    1661    LGA  IAH     194.0      1416  18.0     6.0  \n",
+       "264171  N151UW     894    LGA  CLT      80.0       544  18.0    10.0  \n",
+       "264179  N16183    4678    EWR  MSP     139.0      1008  18.0    19.0  \n",
+       "264220  N16546    3841    EWR  CVG      85.0       569  18.0    59.0  \n",
+       "264230  N3740C     569    JFK  ATL      97.0       760  19.0     6.0  \n",
+       "264249  N621AA     257    JFK  LAS     266.0      2248  19.0    21.0  \n",
+       "264255  N907XJ    3440    JFK  RDU      65.0       427  19.0    27.0  \n",
+       "264269  N371NB    2131    LGA  DTW      94.0       502  19.0    40.0  \n",
+       "264299  N923XJ    3472    JFK  DTW      92.0       509  20.0    18.0  \n",
+       "264320  N13553    4152    EWR  ATL     105.0       746  20.0    48.0  \n",
+       "264332  N713MQ    3367    LGA  XNA       NaN      1147  21.0     2.0  \n",
+       "264334  N589JB     305    EWR  FLL     143.0      1065  21.0     6.0  \n",
+       "264335  N954DL    1435    LGA  TPA     130.0      1010  21.0     6.0  \n",
+       "264340  N17984    4361    EWR  TYS      85.0       631  21.0    10.0  \n",
+       "264348  N12967    4191    EWR  BNA      99.0       748  21.0    17.0  \n",
+       "264363  N446UA     260    EWR  IAH     168.0      1400  21.0    29.0  \n",
+       "264370  N988AT     485    LGA  CAK      56.0       397  21.0    40.0  \n",
+       "264379  N760JB     165    JFK  PDX     312.0      2454  22.0    12.0  \n",
+       "264388  N6EAMQ    3317    LGA  RDU      62.0       431  22.0    45.0  \n",
+       "264392  N928XJ    3470    JFK  CVG      79.0       589  23.0     5.0  \n",
+       "264400  N809UA     329    EWR  AUS     180.0      1504   0.0    19.0  \n",
+       "264401  N3FYAA     119    EWR  LAX     290.0      2454   0.0    32.0  \n",
+       "264402  N329JB     486    JFK  ROC      44.0       264   0.0    34.0  \n",
+       "264404  N558JB     611    JFK  LAS     265.0      2248   0.0    52.0  \n",
+       "264405  N304JB     718    JFK  BOS      39.0       187   2.0    32.0  \n",
+       "264524  N468UA     367    EWR  SFO     302.0      2565   7.0    21.0  \n",
+       "264611  N479UA     311    EWR  DEN     196.0      1605   8.0    31.0  \n",
+       "264628  N682DA    1547    LGA  ATL     103.0       762   8.0    52.0  \n",
+       "264670  N319NB    1157    EWR  MSP     137.0      1008   9.0    33.0  \n",
+       "264701  N358NB     874    LGA  MIA     145.0      1096  10.0     7.0  \n",
+       "264702  N508UA     397    JFK  SFO     317.0      2586  10.0     8.0  \n",
+       "264733  N962DL    2379    LGA  FLL     141.0      1076  10.0    41.0  \n",
+       "264767  N13550    4711    EWR  STL     118.0       872  11.0    30.0  \n",
+       "264772  N354JB     586    JFK  ROC      49.0       264  11.0    35.0  \n",
+       "264777  N337NB     867    JFK  BOS      32.0       187  11.0    44.0  \n",
+       "264837  N3GMAA    2147    EWR  MIA     141.0      1085  12.0    57.0  \n",
+       "264839  N615JB       5    EWR  FLL     152.0      1065  12.0    59.0  \n",
+       "264856  N844UA     255    LGA  ORD      99.0       733  13.0    17.0  \n",
+       "264869  N427UA     405    LGA  DEN     191.0      1620  13.0    32.0  \n",
+       "264870  N605JB     323    JFK  LAX     287.0      2475  13.0    33.0  \n",
+       "264888  N812MQ    3361    JFK  RDU      69.0       427  13.0    56.0  \n",
+       "264899  N12552    5817    EWR  DCA      45.0       199  14.0    18.0  \n",
+       "264958  N201AA     337    LGA  ORD     110.0       733  15.0     3.0  \n",
+       "264961  N627JB     927    EWR  MCO     128.0       937  15.0     6.0  \n",
+       "264964  N354JB    1373    JFK  CHS      91.0       636  15.0     9.0  \n",
+       "264968  N11189    4181    EWR  MCI     139.0      1092  15.0    12.0  \n",
+       "264977  N643JB    1883    JFK  MCO     129.0       944  15.0    20.0  \n",
+       "264978  N337NB    2043    JFK  ATL      98.0       760  15.0    21.0  \n",
+       "264988  N706JB     325    JFK  TPA     142.0      1005  15.0    33.0  \n",
+       "265028  N721UW    2179    LGA  DCA      42.0       214  16.0     4.0  \n",
+       "265030  N558JB    1639    LGA  RSW     149.0      1080  16.0     5.0  \n",
+       "265072  N327AA     117    JFK  LAX     308.0      2475  16.0    51.0  \n",
+       "265082  N371DA    2280    JFK  FLL     137.0      1069  17.0     0.0  \n",
+       "265095  N482AA    2223    LGA  STL     119.0       888  17.0     8.0  \n",
+       "265120  N723TW     141    JFK  SFO     347.0      2586  17.0    30.0  \n",
+       "265127  N75428    1556    EWR  SFO     367.0      2565  17.0    34.0  \n",
+       "265138  N983DL    2181    LGA  MCO     124.0       950  17.0    47.0  \n",
+       "265139  N554JB     283    JFK  MCO     120.0       944  17.0    47.0  \n",
+       "265147  N398CA    5509    EWR  DTW      70.0       488  17.0    54.0  \n",
+       "265154  N580JB    1161    LGA  PBI     134.0      1035  18.0     3.0  \n",
+       "265155  N815MQ    3556    LGA  DTW      79.0       502  18.0     5.0  \n",
+       "265158  N939DL    1982    LGA  MIA     145.0      1096  18.0    10.0  \n",
+       "265175  N562JB     167    JFK  OAK     309.0      2576  18.0    24.0  \n",
+       "265178  N358AA      85    JFK  SFO     337.0      2586  18.0    25.0  \n",
+       "265181  N590JB     803    JFK  SJU     204.0      1598  18.0    27.0  \n",
+       "265187  N613JB     423    JFK  LAX     301.0      2475  18.0    31.0  \n",
+       "265188  N789SW     580    EWR  HOU     178.0      1411  18.0    31.0  \n",
+       "265191  N38446    1712    EWR  IAH     167.0      1400  18.0    32.0  \n",
+       "265198  N5EHAA     257    JFK  LAS     271.0      2248  18.0    40.0  \n",
+       "265221  N432WN     625    EWR  MDW     113.0       711  19.0     3.0  \n",
+       "265226  N535JB     299    LGA  MCO     125.0       950  19.0    13.0  \n",
+       "265227  N374DA     569    JFK  ATL      96.0       760  19.0    14.0  \n",
+       "265236  N637JB     153    JFK  PBI     130.0      1028  19.0    22.0  \n",
+       "265242  N521VA     193    EWR  SFO     355.0      2565  19.0    26.0  \n",
+       "265257  N844VA      27    JFK  SFO     339.0      2586  19.0    39.0  \n",
+       "265263  N537JB     415    JFK  SFO     337.0      2586  19.0    44.0  \n",
+       "265285  N534MQ    3134    EWR  ORD      99.0       719  19.0    57.0  \n",
+       "265299  N936XJ    3472    JFK  DTW      73.0       509  20.0    18.0  \n",
+       "265306  N192JB    1202    JFK  BUF      53.0       301  20.0    27.0  \n",
+       "265317  N523JB     573    EWR  TPA     142.0       997  20.0    46.0  \n",
+       "265333  N329JB    2302    JFK  BUF      51.0       301  21.0     3.0  \n",
+       "265340  N712JB    1083    JFK  MCO     120.0       944  21.0     8.0  \n",
+       "265341  N760EV    5038    LGA  BHM     108.0       866  21.0    10.0  \n",
+       "265354  N591JB     105    JFK  ORD     108.0       740  21.0    29.0  \n",
+       "265355  N593JB    1271    LGA  FLL     138.0      1076  21.0    29.0  \n",
+       "265365  N489UA     436    EWR  SEA     296.0      2402  21.0    43.0  \n",
+       "265372  N417WN     579    LGA  MDW      95.0       725  21.0    56.0  \n",
+       "265376  N922XJ    3395    JFK  DCA      35.0       213  22.0    18.0  \n",
+       "265380  N623VA      29    JFK  SFO     304.0      2586  22.0    29.0  \n",
+       "265396  N950AT     485    LGA  CAK      59.0       397   0.0     2.0  \n",
+       "265398  N632JB    1201    JFK  FLL     137.0      1069   0.0     6.0  \n",
+       "265399  N192JB     718    JFK  BOS      35.0       187   0.0     9.0  \n",
+       "265400  N659JB    1503    JFK  SJU     197.0      1598   1.0     4.0  \n",
+       "265401  N8800G    4079    JFK  BWI      34.0       184   1.0    43.0  \n",
+       "265402  N585JB     745    JFK  PSE     201.0      1617   2.0     3.0  \n",
+       "265572  N16976    4122    EWR  SDF      93.0       642   8.0     4.0  \n",
+       "265597  N402UA     770    EWR  LAX     293.0      2454   8.0    24.0  \n",
+       "265654  N183JB     885    JFK  RDU      67.0       427   9.0    18.0  \n",
+       "265690  N566JB       5    EWR  FLL     144.0      1065  10.0     3.0  \n",
+       "265700  N76265    1711    EWR  IAH     187.0      1400  10.0    17.0  \n",
+       "265704  N845VA     183    EWR  SFO     304.0      2565  10.0    20.0  \n",
+       "265721  N36447    1232    EWR  LAX     291.0      2454  10.0    34.0  \n",
+       "265746  N518UA     642    JFK  SFO     304.0      2586  11.0    10.0  \n",
+       "265758  N522MQ    3689    LGA  DTW      80.0       502  11.0    30.0  \n",
+       "265759  N528VA     187    EWR  SFO     304.0      2565  11.0    31.0  \n",
+       "265794  N17245    1740    EWR  IAH     184.0      1400  12.0     3.0  \n",
+       "265801  N342NB    1903    LGA  SRQ     144.0      1047  12.0    26.0  \n",
+       "265807  N750EV    5299    LGA  MEM     126.0       963  12.0    30.0  \n",
+       "265817  N15555    4537    EWR  MEM     122.0       946  12.0    45.0  \n",
+       "265826  N354JB      34    JFK  BTV      46.0       266  12.0    51.0  \n",
+       "265859  N183JB    2502    JFK  BUF      53.0       301  13.0    34.0  \n",
+       "265862  N605QX    5273    LGA  PIT      52.0       335  13.0    37.0  \n",
+       "265864  N8698A    3608    JFK  PHL      28.0        94  13.0    38.0  \n",
+       "265874  N4XUAA     743    LGA  DFW     179.0      1389  13.0    49.0  \n",
+       "265894  N176DZ     863    JFK  LAX     292.0      2475  14.0    14.0  \n",
+       "265905  N38451    1708    EWR  SJU     204.0      1608  14.0    28.0  \n",
+       "265910  N14974    5817    EWR  DCA      49.0       199  14.0    33.0  \n",
+       "265930  N0EGMQ    3678    EWR  ORD     103.0       719  14.0    52.0  \n",
+       "265952  N323JB    1373    JFK  CHS      87.0       636  15.0     1.0  \n",
+       "265954  N320NB    1131    LGA  DTW      72.0       502  15.0     2.0  \n",
+       "265981  N668AW     688    EWR  PHX     257.0      2133  15.0    29.0  \n",
+       "265986  N441UA     744    EWR  DFW     183.0      1372  15.0    34.0  \n",
+       "266011  N608QX    4978    LGA  CLT      87.0       544  16.0     1.0  \n",
+       "266020  N8968E    3969    JFK  BWI      43.0       184  16.0    10.0  \n",
+       "266027  N16559    4118    EWR  DTW      80.0       488  16.0    16.0  \n",
+       "266051  N536UA     996    EWR  SFO     339.0      2565  16.0    39.0  \n",
+       "266070  N14242    1744    LGA  IAH     194.0      1416  16.0    57.0  \n",
+       "266073  N522MQ    3199    LGA  CLT      94.0       544  16.0    58.0  \n",
+       "266093  N338AA     133    JFK  LAX     319.0      2475  17.0    15.0  \n",
+       "266102  N78285    1217    EWR  ORD     107.0       719  17.0    21.0  \n",
+       "266105  N551UA     485    EWR  DEN     192.0      1605  17.0    23.0  \n",
+       "266118  N909DE     847    LGA  ATL       NaN       762  17.0    33.0  \n",
+       "266144  N718EV    5091    LGA  PIT      57.0       335  17.0    52.0  \n",
+       "266152  N308DE    1942    EWR  ATL       NaN       746  18.0     2.0  \n",
+       "266164  N472UA     556    EWR  PHX     256.0      2133  18.0    19.0  \n",
+       "266169  N925XJ    3310    JFK  MCI     136.0      1113  18.0    23.0  \n",
+       "266171  N23708    1661    LGA  IAH     187.0      1416  18.0    23.0  \n",
+       "266172  N16546    3854    EWR  ATL       NaN       746  18.0    24.0  \n",
+       "266173  N812AY    3793    JFK  CLT      96.0       541  18.0    24.0  \n",
+       "266175  N642DL     451    LGA  ATL     114.0       762  18.0    25.0  \n",
+       "266186  N8884E    4120    JFK  CLE      70.0       425  18.0    31.0  \n",
+       "266192  N27962    5812    EWR  CHS      93.0       628  18.0    36.0  \n",
+       "266196  N7734H     580    EWR  HOU     179.0      1411  18.0    50.0  \n",
+       "266198  N652JB     167    JFK  OAK     308.0      2576  18.0    52.0  \n",
+       "266207  N944UW    2138    LGA  BOS      39.0       184  19.0     1.0  \n",
+       "266211  N713MQ    3367    LGA  XNA     154.0      1147  19.0     3.0  \n",
+       "266217  N21108    1675    EWR  SFO     300.0      2565  19.0     9.0  \n",
+       "266241  N812UA     503    EWR  AUS     185.0      1504  19.0    29.0  \n",
+       "266247  N717TW    1543    JFK  SEA     314.0      2422  19.0    35.0  \n",
+       "266256  N3736C     569    JFK  ATL     117.0       760  19.0    42.0  \n",
+       "266265  N5EHAA     257    JFK  LAS     264.0      2248  19.0    58.0  \n",
+       "266289  N833AY    4245    JFK  CHS      84.0       636  20.0    19.0  \n",
+       "266292  N510JB     883    JFK  MCO     120.0       944  20.0    22.0  \n",
+       "266306  N342NB    2131    LGA  DTW      76.0       502  20.0    37.0  \n",
+       "266307  N949DL     947    LGA  ATL     136.0       762  20.0    42.0  \n",
+       "266328  N526JB    1083    JFK  MCO     126.0       944  21.0     2.0  \n",
+       "266330  N511MQ    3535    JFK  CMH      66.0       483  21.0     5.0  \n",
+       "266337  N624AG    1643    JFK  SEA     313.0      2422  21.0    18.0  \n",
+       "266342  N5EVAA     177    JFK  SFO     315.0      2586  21.0    25.0  \n",
+       "266348  N600LR    3443    JFK  RDU      65.0       427  21.0    30.0  \n",
+       "266352  N608QX    5048    LGA  RIC      44.0       292  21.0    37.0  \n",
+       "266358  N336NW    1854    LGA  FLL     137.0      1076  21.0    43.0  \n",
+       "266364  N16987    4361    EWR  TYS      87.0       631  21.0    58.0  \n",
+       "266365  N851MQ    3573    LGA  CMH      72.0       479  22.0     7.0  \n",
+       "266366  N964DL    1147    LGA  ATL     107.0       762  22.0    16.0  \n",
+       "266369  N14904    4351    EWR  JAX     108.0       820  22.0    21.0  \n",
+       "266374  N522MQ    3384    LGA  CLT      73.0       544  22.0    43.0  \n",
+       "266376  N725MQ    3603    LGA  DTW      76.0       502  22.0    52.0  \n",
+       "266377  N336AA     185    JFK  LAX     287.0      2475  22.0    58.0  \n",
+       "266379  N3757D     347    JFK  SJU     208.0      1598  23.0    17.0  \n",
+       "266380  N712JB     527    EWR  MCO     123.0       937  23.0    19.0  \n",
+       "266382  N751EV    5169    LGA  BTV      45.0       258  23.0    47.0  \n",
+       "266383  N203JB     108    JFK  PWM      45.0       273  23.0    50.0  \n",
+       "266384  N284JB    2002    JFK  BUF      50.0       301  23.0    58.0  \n",
+       "266385  N22971    3832    EWR  DCA      37.0       199  24.0     0.0  \n",
+       "266397  N179JB     718    JFK  BOS      36.0       187   0.0     9.0  \n",
+       "266398  N707TW    1465    JFK  SFO     323.0      2586   0.0    12.0  \n",
+       "266399  N292JB     486    JFK  ROC      50.0       264   0.0    30.0  \n",
+       "266400  N657JB     611    JFK  LAS     268.0      2248   0.0    42.0  \n",
+       "266401  N579JB     839    JFK  BQN     196.0      1576   2.0    34.0  \n",
+       "266402  N649JB    1503    JFK  SJU     195.0      1598   3.0    10.0  \n",
+       "266526  N516JB     929    JFK  RSW     151.0      1074   7.0    31.0  \n",
+       "266624  N680DA    1547    LGA  ATL      99.0       762   8.0    50.0  \n",
+       "266664  N183JB    2702    JFK  BUF      55.0       301   9.0    35.0  \n",
+       "266708  N73275    1711    EWR  IAH     178.0      1400  10.0    25.0  \n",
+       "266726  N755EV    5109    LGA  CHS      87.0       641  10.0    45.0  \n",
+       "266733  N321NB     485    EWR  ATL     101.0       746  10.0    56.0  \n",
+       "266738  N319NB     874    LGA  MIA     157.0      1096  10.0    58.0  \n",
+       "266749  N624AG    1765    JFK  SFO     308.0      2586  11.0    13.0  \n",
+       "266770  N604QX    4998    LGA  MCI     137.0      1107  11.0    42.0  \n",
+       "266800  N751EV    5273    LGA  PIT      51.0       335  12.0    16.0  \n",
+       "266817  N203JB    1307    JFK  IAD      52.0       228  12.0    40.0  \n",
+       "266839  N931DL    2219    LGA  MSP     135.0      1020  13.0     2.0  \n",
+       "266864  N957DL    2098    LGA  MIA     144.0      1096  13.0    39.0  \n",
+       "266879  N470UA     279    EWR  PHX     262.0      2133  13.0    59.0  \n",
+       "266909  N516JB     213    JFK  LGB     295.0      2465  14.0    43.0  \n",
+       "266923  N559JB     505    EWR  FLL     139.0      1065  14.0    54.0  \n",
+       "266928  N493AA     331    LGA  ORD     105.0       733  14.0    56.0  \n",
+       "266970  N292JB     308    JFK  PWM      49.0       273  15.0    39.0  \n",
+       "266983  N789JB     553    JFK  PBI     141.0      1028  15.0    49.0  \n",
+       "266990  N905DL    1902    LGA  PBI     137.0      1035  15.0    54.0  \n",
+       "266996  N13989    6049    EWR  IAD      46.0       212  15.0    57.0  \n",
+       "267000  N24128    4111    EWR  CHS      88.0       628  16.0     0.0  \n",
+       "267011  N755EV    4978    LGA  CLT      76.0       544  16.0     5.0  \n",
+       "267012  N836UA     314    EWR  CLE      64.0       404  16.0     6.0  \n",
+       "267013  N3GSAA     779    LGA  MIA     167.0      1096  16.0     7.0  \n",
+       "267028  N11189    4667    EWR  MSP     143.0      1008  16.0    27.0  \n",
+       "267043  N539MQ    3199    LGA  CLT      80.0       544  16.0    42.0  \n",
+       "267078  N518LR    3771    LGA  IAD      52.0       229  17.0    12.0  \n",
+       "267081  N622MQ    3075    JFK  CVG      91.0       589  17.0    13.0  \n",
+       "267086  N921XJ    3540    JFK  MSP     138.0      1029  17.0    18.0  \n",
+       "267090  N967DL     847    LGA  ATL     106.0       762  17.0    23.0  \n",
+       "267121  N397AA    1769    JFK  MIA     139.0      1089  17.0    49.0  \n",
+       "267122  N915DE    1619    LGA  MSP     134.0      1020  17.0    52.0  \n",
+       "267123  N3747D      31    JFK  SLC     252.0      1990  17.0    56.0  \n",
+       "267129  N322NB    1473    LGA  MEM     127.0       963  17.0    59.0  \n",
+       "267132  N730EV    5601    LGA  CLT      76.0       544  18.0     0.0  \n",
+       "267139  N3DYAA    1711    JFK  ORD     111.0       740  18.0     9.0  \n",
+       "267141  N13123    4328    EWR  MSY     146.0      1167  18.0    13.0  \n",
+       "267144  N3CRAA    1467    LGA  MIA     158.0      1096  18.0    18.0  \n",
+       "267145  N746JB     167    JFK  OAK     307.0      2576  18.0    18.0  \n",
+       "267157  N3738B    2231    LGA  DTW      78.0       502  18.0    29.0  \n",
+       "267172  N5FPAA     221    JFK  MIA     153.0      1089  18.0    41.0  \n",
+       "267173  N974DL    2331    LGA  DTW      75.0       502  18.0    42.0  \n",
+       "267187  N431WN     580    EWR  HOU     174.0      1411  19.0     7.0  \n",
+       "267191  N359NW    2383    LGA  PWM      43.0       269  19.0    10.0  \n",
+       "267192  N310NW    1499    LGA  ATL      98.0       762  19.0    10.0  \n",
+       "267193  N3FJAA     353    LGA  ORD     102.0       733  19.0    10.0  \n",
+       "267201  N33294    1442    EWR  DFW     172.0      1372  19.0    22.0  \n",
+       "267203  N642DL      61    LGA  ATL      99.0       762  19.0    24.0  \n",
+       "267209  N3764D    2370    LGA  PBI     144.0      1035  19.0    40.0  \n",
+       "267210  N292JB    1407    JFK  IAD      47.0       228  19.0    40.0  \n",
+       "267222  N538UW    1973    EWR  CLT      74.0       529  19.0    51.0  \n",
+       "267223  N744SW    1454    EWR  MSY     148.0      1167  19.0    52.0  \n",
+       "267229  N636JB     669    JFK  SJC     305.0      2569  20.0     0.0  \n",
+       "267230  N920DL    1585    LGA  MCO     127.0       950  20.0     1.0  \n",
+       "267234  N520MQ    3349    LGA  MSP     144.0      1020  20.0     4.0  \n",
+       "267238  N529JB     263    JFK  SEA     322.0      2422  20.0     9.0  \n",
+       "267242  N920DE     947    LGA  ATL     101.0       762  20.0    12.0  \n",
+       "267244  N503JB     305    EWR  FLL     143.0      1065  20.0    17.0  \n",
+       "267247  N515UA     506    EWR  LAX     292.0      2454  20.0    19.0  \n",
+       "267249  N179JB    1202    JFK  BUF      57.0       301  20.0    21.0  \n",
+       "267251  N649JB     283    JFK  MCO     125.0       944  20.0    23.0  \n",
+       "267252  N944UW    2140    LGA  BOS      34.0       184  20.0    25.0  \n",
+       "267254  N369NB    2131    LGA  DTW      70.0       502  20.0    28.0  \n",
+       "267255  N339NB    1715    LGA  MSY     152.0      1183  20.0    28.0  \n",
+       "267260  N23707    1142    EWR  BOS      40.0       200  20.0    33.0  \n",
+       "267262  N537UA     268    EWR  IAH     168.0      1400  20.0    35.0  \n",
+       "267266  N327NW    1854    LGA  FLL     141.0      1076  20.0    40.0  \n",
+       "267268  N13132    4204    EWR  OKC     172.0      1325  20.0    41.0  \n",
+       "267269  N261AT     771    LGA  ATL     102.0       762  20.0    43.0  \n",
+       "267270  N467WN    2603    LGA  BNA     103.0       764  20.0    43.0  \n",
+       "267273  N336NW    2019    LGA  MSP     150.0      1020  20.0    49.0  \n",
+       "267282  N544AA     363    LGA  ORD     102.0       733  21.0     2.0  \n",
+       "267283  N903XJ    3285    JFK  MSY     152.0      1182  21.0     3.0  \n",
+       "267284  N750EV    5268    LGA  CLT      73.0       544  21.0     6.0  \n",
+       "267285  N396DA    1485    LGA  MCO     119.0       950  21.0     7.0  \n",
+       "267291  N3EGAA    1709    LGA  MIA     140.0      1096  21.0    12.0  \n",
+       "267292  N832UA     462    EWR  IAH     169.0      1400  21.0    15.0  \n",
+       "267293  N3CMAA     361    LGA  ORD     103.0       733  21.0    16.0  \n",
+       "267295  N73276    1244    EWR  SJU     202.0      1608  21.0    17.0  \n",
+       "267299  N926DL    1147    LGA  ATL     101.0       762  21.0    22.0  \n",
+       "267301  N957UW    2142    LGA  BOS      40.0       184  21.0    23.0  \n",
+       "267302  N518MQ    3674    LGA  CLE      60.0       419  21.0    23.0  \n",
+       "267303  N16149    6120    LGA  CLE      60.0       419  21.0    25.0  \n",
+       "267309  N5FNAA    1635    JFK  SJU     198.0      1598  21.0    31.0  \n",
+       "267311  N17730    1680    EWR  MIA     141.0      1085  21.0    32.0  \n",
+       "267313  N971AT     778    LGA  ATL      99.0       762  21.0    34.0  \n",
+       "267316  N154UW    1473    LGA  CLT      77.0       544  21.0    38.0  \n",
+       "267319  N938AT     485    LGA  CAK      57.0       397  21.0    41.0  \n",
+       "267323  N535JB     883    JFK  MCO     119.0       944  21.0    45.0  \n",
+       "267326  N711MQ    3603    LGA  DTW      75.0       502  21.0    49.0  \n",
+       "267327  N589JB     225    JFK  TPA     129.0      1005  21.0    51.0  \n",
+       "267328  N748UW    2189    LGA  DCA      39.0       214  21.0    53.0  \n",
+       "267329  N805JB     523    JFK  LAX     298.0      2475  21.0    58.0  \n",
+       "267332  N8800G    4218    JFK  PHL      32.0        94  22.0     4.0  \n",
+       "267333  N309JB    2680    EWR  BOS      46.0       200  22.0     5.0  \n",
+       "267336  N531MQ    3604    EWR  ORD     102.0       719  22.0    13.0  \n",
+       "267337  N983DL     975    LGA  PIT      51.0       335  22.0    15.0  \n",
+       "267338  N3740C    2454    JFK  DEN     199.0      1626  22.0    15.0  \n",
+       "267339  N3730B    1729    JFK  LAS     264.0      2248  22.0    16.0  \n",
+       "267340  N8532G    4033    LGA  TYS      89.0       647  22.0    18.0  \n",
+       "267341  N740EV    5038    LGA  BHM     109.0       866  22.0    19.0  \n",
+       "267342  N368JB     686    JFK  ROC      48.0       264  22.0    20.0  \n",
+       "267344  N595JB    1103    JFK  SJU     198.0      1598  22.0    21.0  \n",
+       "267345  N598JB      71    JFK  SLC     252.0      1990  22.0    22.0  \n",
+       "267346  N470AA     371    LGA  ORD     103.0       733  22.0    23.0  \n",
+       "267347  N929DL    1435    LGA  TPA     132.0      1010  22.0    25.0  \n",
+       "267349  N755EV    5048    LGA  RIC      57.0       292  22.0    29.0  \n",
+       "267351  N33714    1128    LGA  ORD      98.0       733  22.0    30.0  \n",
+       "267352  N769US    2191    LGA  DCA      38.0       214  22.0    39.0  \n",
+       "267353  N936WN     579    LGA  MDW     102.0       725  22.0    43.0  \n",
+       "267355  N27962    4191    EWR  BNA     102.0       748  22.0    53.0  \n",
+       "267356  N629JB     105    JFK  ORD     107.0       740  22.0    53.0  \n",
+       "267357  N39416    1555    EWR  SAN     283.0      2425  22.0    54.0  \n",
+       "267359  N828AS    5769    LGA  IAD      41.0       229  23.0     2.0  \n",
+       "267362  N14916    4695    EWR  MHT      35.0       209  23.0    11.0  \n",
+       "267363  N606JB    1201    JFK  FLL     137.0      1069  23.0    12.0  \n",
+       "267364  N570JB      97    JFK  DEN     203.0      1626  23.0    13.0  \n",
+       "267365  N525MQ    3317    LGA  RDU      61.0       431  23.0    13.0  \n",
+       "267366  N11189    3267    EWR  ORF      44.0       284  23.0    14.0  \n",
+       "267367  N564JB     425    JFK  TPA     130.0      1005  23.0    14.0  \n",
+       "267368  N524JB     527    EWR  MCO     114.0       937  23.0    24.0  \n",
+       "267369  N332AA     185    JFK  LAX     288.0      2475  23.0    29.0  \n",
+       "267371  N562JB    1295    JFK  AUS     181.0      1521  23.0    49.0  \n",
+       "267373  N730EV    5258    LGA  MHT      34.0       195  23.0    54.0  \n",
+       "267374  N761ND    5169    LGA  BTV      47.0       258  23.0    56.0  \n",
+       "267400  N17138    4543    EWR  DSM     141.0      1017   0.0    24.0  \n",
+       "267402  N37465    1071    EWR  BQN     198.0      1585   0.0    30.0  \n",
+       "267403  N519JB     425    JFK  TPA     126.0      1005   0.0    37.0  \n",
+       "267405  N15983    4700    EWR  CLT      74.0       529   1.0     8.0  \n",
+       "267406  N325US     985    JFK  BOS      35.0       187   1.0    50.0  \n",
+       "267407  N526JB    1503    JFK  SJU     200.0      1598   2.0    28.0  \n",
+       "267408  N929DL    2391    JFK  TPA     125.0      1005   2.0    45.0  \n",
+       "267546  N38467    1701    EWR  FLL     145.0      1065   7.0    41.0  \n",
+       "267593  N812UA     699    EWR  PHX     257.0      2133   8.0    16.0  \n",
+       "267653  N905XJ    3507    JFK  MSY     152.0      1182   9.0     6.0  \n",
+       "267666  N535JB     683    JFK  MCO     126.0       944   9.0    24.0  \n",
+       "267676  N456UA     311    EWR  DEN     205.0      1605   9.0    33.0  \n",
+       "267724  N5FTAA    1357    JFK  SJU     203.0      1598  10.0    26.0  \n",
+       "267737  N750EV    5463    LGA  BNA      99.0       764  10.0    40.0  \n",
+       "267774  N11199    5806    EWR  OMA     149.0      1134  11.0    31.0  \n",
+       "267776  N8847A    3608    JFK  PHL      33.0        94  11.0    37.0  \n",
+       "267784  N537UA     387    EWR  LAX       NaN      2454  11.0    47.0  \n",
+       "267844  N3AAAA     719    LGA  DFW     191.0      1389  12.0    58.0  \n",
+       "267867  N24702    1171    EWR  ORD     105.0       719  13.0    26.0  \n",
+       "267874  N826AY    4097    JFK  BWI      34.0       184  13.0    38.0  \n",
+       "267878  N727TW     863    JFK  LAX     307.0      2475  13.0    42.0  \n",
+       "267897  N348JB    1101    JFK  FLL     156.0      1069  14.0     5.0  \n",
+       "267910  N718EV    5132    LGA  SYR      37.0       198  14.0    24.0  \n",
+       "267926  N14998    5817    EWR  DCA      37.0       199  14.0    46.0  \n",
+       "267980  N519JB     553    JFK  PBI     132.0      1028  15.0    26.0  \n",
+       "267990  N566JB     505    EWR  FLL     154.0      1065  15.0    35.0  \n",
+       "267992  N505UA     580    JFK  SFO     339.0      2586  15.0    37.0  \n",
+       "267996  N556JB     325    JFK  TPA     150.0      1005  15.0    41.0  \n",
+       "268000  N29917    6049    EWR  IAD      69.0       212  15.0    46.0  \n",
+       "268004  N13979    4572    EWR  GSP      84.0       594  15.0    51.0  \n",
+       "268005  N440UA     744    EWR  DFW     186.0      1372  15.0    52.0  \n",
+       "268018  N535JB    1883    JFK  MCO     128.0       944  15.0    59.0  \n",
+       "268048  N16571    6002    EWR  SDF     116.0       642  16.0    31.0  \n",
+       "268060  N375DA      31    JFK  SLC     257.0      1990  16.0    46.0  \n",
+       "268062  N324AA     133    JFK  LAX     307.0      2475  16.0    49.0  \n",
+       "268067  N11544    4352    EWR  CVG      91.0       569  16.0    54.0  \n",
+       "268075  N422UA     566    EWR  MCO     136.0       937  16.0    59.0  \n",
+       "268077  N598JB    1729    JFK  RSW     144.0      1074  17.0     1.0  \n",
+       "268084  N13994    4294    EWR  SAV      99.0       708  17.0     4.0  \n",
+       "268117  N13970    4092    EWR  DAY      85.0       533  17.0    34.0  \n",
+       "268124  N16954    5841    EWR  STL     132.0       872  17.0    40.0  \n",
+       "268127  N15986    3854    EWR  ATL     111.0       746  17.0    45.0  \n",
+       "268147  N8847A    3932    EWR  CVG      88.0       569  18.0     5.0  \n",
+       "268150  N789JB     283    JFK  MCO     128.0       944  18.0     7.0  \n",
+       "268159  N183DN     843    JFK  ATL     120.0       760  18.0    14.0  \n",
+       "268167  N14998    4213    EWR  RDU      63.0       416  18.0    21.0  \n",
+       "268173  N554UW     894    LGA  CLT      76.0       544  18.0    24.0  \n",
+       "268176  N595JB     803    JFK  SJU     200.0      1598  18.0    25.0  \n",
+       "268182  N11109    4091    EWR  IAD      78.0       212  18.0    28.0  \n",
+       "268183  N18556    5824    EWR  ORF      48.0       284  18.0    29.0  \n",
+       "268184  N376AA    1769    JFK  MIA     141.0      1089  18.0    29.0  \n",
+       "268187  N11199    4187    EWR  BNA     106.0       748  18.0    32.0  \n",
+       "268209  N308AT     771    LGA  ATL     104.0       762  18.0    58.0  \n",
+       "268221  N3DNAA     785    LGA  DFW     183.0      1389  19.0    14.0  \n",
+       "268223  N10575    4202    EWR  STL     132.0       872  19.0    15.0  \n",
+       "268225  N434WN     580    EWR  HOU     181.0      1411  19.0    15.0  \n",
+       "268229  N24729    1455    LGA  ORD     104.0       733  19.0    17.0  \n",
+       "268235  N562UA     253    EWR  ORD     106.0       719  19.0    25.0  \n",
+       "268244  N711MQ    3486    LGA  BNA     107.0       764  19.0    39.0  \n",
+       "268246  N78509    1442    EWR  DFW     173.0      1372  19.0    39.0  \n",
+       "268248  N546MQ    3622    LGA  BNA       NaN       764  19.0    41.0  \n",
+       "268254  N599JB    1801    JFK  FLL     137.0      1069  19.0    47.0  \n",
+       "268264  N605JB     263    JFK  SEA     342.0      2422  20.0     3.0  \n",
+       "268265  N536UW    1897    LGA  CLT      76.0       544  20.0     3.0  \n",
+       "268266  N327NW    2019    LGA  MSP     143.0      1020  20.0     4.0  \n",
+       "268268  N8886A    4059    LGA  DAY      85.0       549  20.0     5.0  \n",
+       "268271  N336NB    1091    JFK  SAT     191.0      1587  20.0    15.0  \n",
+       "268273  N535UA     543    EWR  LAX     308.0      2454  20.0    18.0  \n",
+       "268275  N13718    1116    EWR  BOS      41.0       200  20.0    21.0  \n",
+       "268278  N511MQ    3301    LGA  RDU      60.0       431  20.0    28.0  \n",
+       "268279  N22909    4152    EWR  ATL     107.0       746  20.0    29.0  \n",
+       "268281  N997AT     778    LGA  ATL     107.0       762  20.0    34.0  \n",
+       "268282  N4YHAA    2019    LGA  STL     132.0       888  20.0    34.0  \n",
+       "268288  N37464    1555    EWR  SAN     303.0      2425  20.0    42.0  \n",
+       "268289  N14180    4209    EWR  TVC       NaN       644  20.0    44.0  \n",
+       "268290  N535MQ    3674    LGA  CLE      65.0       419  20.0    46.0  \n",
+       "268291  N512MQ    3535    JFK  CMH      71.0       483  20.0    47.0  \n",
+       "268293  N904XJ    3385    JFK  BOS      41.0       187  20.0    50.0  \n",
+       "268295  N920DL    2139    LGA  MIA     141.0      1096  20.0    53.0  \n",
+       "268299  N336NW    1854    LGA  FLL     135.0      1076  20.0    56.0  \n",
+       "268301  N228PQ    5454    EWR  DTW      88.0       488  20.0    57.0  \n",
+       "268306  N435UA     436    EWR  FLL     136.0      1065  21.0     1.0  \n",
+       "268314  N909DE     975    LGA  PIT      52.0       335  21.0    11.0  \n",
+       "268315  N14704    1695    EWR  IAH     180.0      1400  21.0    13.0  \n",
+       "268319  N725MQ    3591    LGA  RDU      63.0       431  21.0    17.0  \n",
+       "268320  N17169    4204    EWR  OKC     177.0      1325  21.0    22.0  \n",
+       "268324  N579JB    1083    JFK  MCO     124.0       944  21.0    29.0  \n",
+       "268327  N947UW    2142    LGA  BOS      36.0       184  21.0    36.0  \n",
+       "268328  N14174    5804    EWR  OMA     153.0      1134  21.0    37.0  \n",
+       "268329  N919XJ    3285    JFK  MSY     148.0      1182  21.0    37.0  \n",
+       "268336  N503MQ    3662    LGA  ATL     102.0       762  21.0    46.0  \n",
+       "268341  N146PQ    5092    EWR  ATL     100.0       746  21.0    54.0  \n",
+       "268342  N8971A    4127    JFK  IAD      41.0       228  21.0    55.0  \n",
+       "268343  N14542    4361    EWR  TYS      94.0       631  21.0    58.0  \n",
+       "268344  N16170    6120    LGA  CLE      63.0       419  21.0    59.0  \n",
+       "268347  N652SW    1454    EWR  MSY     162.0      1167  22.0     4.0  \n",
+       "268348  N831AY    4218    JFK  PHL      27.0        94  22.0     5.0  \n",
+       "268349  N11107    4672    EWR  STL     118.0       872  22.0     7.0  \n",
+       "268351  N13913    4131    EWR  RIC      46.0       277  22.0    15.0  \n",
+       "268353  N826UA     385    EWR  PBI     134.0      1023  22.0    16.0  \n",
+       "268358  N73291    1692    EWR  MCO     123.0       937  22.0    30.0  \n",
+       "268359  N18556    3823    EWR  SDF      98.0       642  22.0    33.0  \n",
+       "268360  N562JB    1295    JFK  AUS     185.0      1521  22.0    34.0  \n",
+       "268361  N982AT     485    LGA  CAK      61.0       397  22.0    38.0  \n",
+       "268362  N937XJ    3395    JFK  DCA      39.0       213  22.0    40.0  \n",
+       "268363  N346JB    2680    EWR  BOS      43.0       200  22.0    43.0  \n",
+       "268364  N14998    3267    EWR  ORF      47.0       284  22.0    46.0  \n",
+       "268367  N527MQ    3317    LGA  RDU      63.0       431  22.0    54.0  \n",
+       "268368  N759EV    5038    LGA  BHM     108.0       866  23.0     0.0  \n",
+       "268370  N604LR    3470    JFK  CVG      91.0       589  23.0    10.0  \n",
+       "268372  N586JB     611    JFK  LAS     275.0      2248  23.0    15.0  \n",
+       "268374  N909EV    5714    JFK  IAD      43.0       228  23.0    20.0  \n",
+       "268375  N603JB    1103    JFK  SJU     199.0      1598  23.0    24.0  \n",
+       "268377  N561JB    1183    JFK  MCO     125.0       944  23.0    28.0  \n",
+       "268378  N649JB    1201    JFK  FLL     138.0      1069  23.0    28.0  \n",
+       "268379  N826AY    4079    JFK  BWI      35.0       184  23.0    33.0  \n",
+       "268381  N653JB     135    JFK  PHX     265.0      2153  23.0    37.0  \n",
+       "268383  N298JB    1816    JFK  SYR      40.0       209  23.0    54.0  \n",
+       "268401  N591JB    1503    JFK  SJU     209.0      1598   1.0    21.0  \n",
+       "268534  N10575    4122    EWR  SDF     106.0       642   8.0     0.0  \n",
+       "268567  N406UA     245    LGA  IAH     184.0      1416   8.0    31.0  \n",
+       "268605  N324JB     885    JFK  RDU      67.0       427   9.0    11.0  \n",
+       "268615  N12540    3825    EWR  CMH      81.0       463   9.0    21.0  \n",
+       "268626  N922XJ    3521    JFK  ORD     117.0       740   9.0    37.0  \n",
+       "268665  N4XEAA    1223    EWR  DFW     173.0      1372  10.0    31.0  \n",
+       "268668  N13903    3854    EWR  ATL     108.0       746  10.0    34.0  \n",
+       "268672  N929DL    1885    LGA  MCO     127.0       950  10.0    43.0  \n",
+       "268681  N718EV    4998    LGA  MCI     154.0      1107  10.0    53.0  \n",
+       "268684  N527MQ    3644    LGA  ATL     106.0       762  10.0    55.0  \n",
+       "268704  N833AS    5711    JFK  IAD      41.0       228  11.0    28.0  \n",
+       "268705  N834AS    5736    LGA  IAD      43.0       229  11.0    28.0  \n",
+       "268714  N135EV    5222    EWR  DTW      84.0       488  11.0    45.0  \n",
+       "268765  N759EV    4974    LGA  BTV      42.0       258  12.0    57.0  \n",
+       "268793  N912DL    2098    LGA  MIA     156.0      1096  13.0    35.0  \n",
+       "268861  N713MQ    3305    LGA  RDU      65.0       431  15.0     1.0  \n",
+       "268881  N833AS    5712    JFK  IAD      42.0       228  15.0    25.0  \n",
+       "268894  N525MQ    3461    LGA  BNA     112.0       764  15.0    41.0  \n",
+       "268927  N928MQ    2815    JFK  CLE      77.0       425  16.0    23.0  \n",
+       "268945  N936XJ    3393    JFK  DCA      41.0       213  16.0    44.0  \n",
+       "268955  N527MQ    3622    LGA  BNA      99.0       764  16.0    55.0  \n",
+       "268971  N3735D    1394    JFK  PDX     330.0      2454  17.0     8.0  \n",
+       "268998  N649MQ    3075    JFK  CVG      92.0       589  17.0    32.0  \n",
+       "269003  N691MQ    2793    JFK  CMH      76.0       483  17.0    39.0  \n",
+       "269020  N409WN    2269    EWR  DEN     229.0      1605  17.0    58.0  \n",
+       "269027  N915DL    2181    LGA  MCO     124.0       950  18.0    13.0  \n",
+       "269030  N14998    4651    EWR  PWM      46.0       284  18.0    19.0  \n",
+       "269032  N39297    1556    EWR  SFO     344.0      2565  18.0    20.0  \n",
+       "269042  N173DZ     843    JFK  ATL     104.0       760  18.0    28.0  \n",
+       "269050  N4XSAA     345    LGA  ORD     111.0       733  18.0    40.0  \n",
+       "269054  N121UW    1543    LGA  CLT      75.0       544  18.0    46.0  \n",
+       "269056  N913DL    1499    LGA  ATL     104.0       762  18.0    50.0  \n",
+       "269067  N502UA     512    JFK  SFO     349.0      2586  19.0     7.0  \n",
+       "269074  N225WN    2115    EWR  MDW     113.0       711  19.0    17.0  \n",
+       "269080  N618DL      61    LGA  ATL     103.0       762  19.0    26.0  \n",
+       "269085  N931XJ    3523    JFK  ORD     124.0       740  19.0    30.0  \n",
+       "269093  N3760C     569    JFK  ATL     102.0       760  19.0    38.0  \n",
+       "269094  N457UA     387    EWR  SEA     328.0      2402  19.0    38.0  \n",
+       "269095  N546MQ    3301    LGA  RDU      64.0       431  19.0    39.0  \n",
+       "269096  N73276    1177    EWR  ORD     115.0       719  19.0    40.0  \n",
+       "269102  N917XJ    3540    JFK  MSP     161.0      1029  19.0    52.0  \n",
+       "269110  N314NB     926    EWR  ATL     104.0       746  20.0     4.0  \n",
+       "269117  N421UA     485    EWR  SNA     306.0      2434  20.0    10.0  \n",
+       "269119  N981AT     623    LGA  ATL     105.0       762  20.0    15.0  \n",
+       "269127  N53441    1152    EWR  PDX     328.0      2434  20.0    26.0  \n",
+       "269129   N3752     245    JFK  PHX     269.0      2153  20.0    30.0  \n",
+       "269133  N3CFAA     361    LGA  ORD     110.0       733  20.0    45.0  \n",
+       "269134  N79521    1602    EWR  LAX     348.0      2454  20.0    45.0  \n",
+       "269136  N518MQ    3674    LGA  CLE      61.0       419  20.0    52.0  \n",
+       "269138  N912XJ    3429    JFK  JAX     112.0       828  20.0    55.0  \n",
+       "269141  N498UA     675    EWR  SEA     333.0      2402  21.0     0.0  \n",
+       "269145  N77261    1116    EWR  BOS      42.0       200  21.0     6.0  \n",
+       "269147  N718EV    5048    LGA  RDU      69.0       431  21.0     9.0  \n",
+       "269150  N3AUAA    1762    JFK  BOS      42.0       187  21.0    11.0  \n",
+       "269154  N950DL     947    LGA  ATL     106.0       762  21.0    18.0  \n",
+       "269155  N721MQ    3591    LGA  RDU      67.0       431  21.0    19.0  \n",
+       "269162  N299AT     645    LGA  ATL     106.0       762  21.0    32.0  \n",
+       "269166  N851MQ    3374    JFK  RDU      70.0       427  21.0    38.0  \n",
+       "269170  N534MQ    3535    JFK  CMH      68.0       483  21.0    45.0  \n",
+       "269175  N706JB    1013    JFK  LGB     341.0      2465  21.0    54.0  \n",
+       "269178  N570UA     994    EWR  BOS      42.0       200  21.0    59.0  \n",
+       "269187  N323JB    1677    JFK  JAX     113.0       828  22.0    58.0  \n",
+       "269190  N415UA     423    EWR  MCO     116.0       937  23.0    24.0  \n",
+       "269210  N590JB      97    JFK  DEN     212.0      1626   0.0    15.0  \n",
+       "269211  N763JB     527    EWR  MCO     118.0       937   0.0    20.0  \n",
+       "269212  N11547    4700    EWR  CLT      77.0       529   0.0    27.0  \n",
+       "269213  N991DL     947    LGA  ATL     104.0       762   0.0    45.0  \n",
+       "269424  N851MQ    3370    JFK  DCA      41.0       213   9.0    27.0  \n",
+       "269462  N135EV    5222    EWR  DTW      79.0       488  10.0    20.0  \n",
+       "269488  N518MQ    3644    LGA  ATL       NaN       762  10.0    52.0  \n",
+       "269551  N554NW    1647    LGA  ATL     108.0       762  12.0    17.0  \n",
+       "269568  N906XJ    3521    JFK  ORD     118.0       740  12.0    41.0  \n",
+       "269619  N903XJ    3319    JFK  BUF      53.0       301  13.0    42.0  \n",
+       "269631  N856MQ    3361    JFK  RDU      83.0       427  13.0    53.0  \n",
+       "269700  N611QX    4974    LGA  BTV      40.0       258  15.0    10.0  \n",
+       "269727  N539MQ    3669    LGA  ATL     171.0       762  15.0    34.0  \n",
+       "269733  N721MQ    3572    LGA  CLE      70.0       419  15.0    36.0  \n",
+       "269746  N13965    4336    EWR  ATL       NaN       746  15.0    48.0  \n",
+       "269754  N3EMAA    1895    EWR  MIA     177.0      1085  15.0    55.0  \n",
+       "269764  N657MQ    2815    JFK  CLE      89.0       425  16.0     0.0  \n",
+       "269797  N13978    4195    EWR  BNA     117.0       748  16.0    36.0  \n",
+       "269815  N441WN    1939    EWR  DEN     222.0      1605  16.0    58.0  \n",
+       "269840  N909EV    5712    JFK  IAD      47.0       228  17.0    18.0  \n",
+       "269859  N15910    4702    EWR  GSO      73.0       445  17.0    41.0  \n",
+       "269862  N595UA     841    JFK  LAX     326.0      2475  17.0    43.0  \n",
+       "269867  N715JB    1161    LGA  PBI     173.0      1035  17.0    50.0  \n",
+       "269869  N554UA     257    JFK  SFO     339.0      2586  17.0    52.0  \n",
+       "269888  N152UW     894    LGA  CLT      77.0       544  18.0    13.0  \n",
+       "269897  N16541    5940    EWR  RDU      71.0       416  18.0    21.0  \n",
+       "269901  N611QX    5432    LGA  BNA     108.0       764  18.0    24.0  \n",
+       "269904  N5BYAA    1467    LGA  MIA     194.0      1096  18.0    26.0  \n",
+       "269913  N337AT     771    LGA  ATL     117.0       762  18.0    38.0  \n",
+       "269917  N13988    3833    EWR  CVG      92.0       569  18.0    40.0  \n",
+       "269922  N13979    4382    EWR  DTW      82.0       488  18.0    44.0  \n",
+       "269926  N447UA     377    EWR  PHX     286.0      2133  18.0    51.0  \n",
+       "269927  N398CA    5461    LGA  RDU      68.0       431  18.0    54.0  \n",
+       "269933  N717TW    1543    JFK  SEA     326.0      2422  19.0     0.0  \n",
+       "269941  N15574    4300    EWR  RIC      49.0       277  19.0    10.0  \n",
+       "269942  N34455    1712    EWR  IAH     196.0      1400  19.0    10.0  \n",
+       "269953  N965DL    2231    LGA  DTW      78.0       502  19.0    28.0  \n",
+       "269960  N275WN    1454    EWR  MSY     161.0      1167  19.0    32.0  \n",
+       "269967  N638JB     263    JFK  SEA     331.0      2422  19.0    38.0  \n",
+       "269973  N8718E    3807    EWR  CVG      90.0       569  19.0    47.0  \n",
+       "269986  N5FNAA     221    JFK  MIA     157.0      1089  19.0    59.0  \n",
+       "269989  N645MQ    3216    JFK  ORF      57.0       290  20.0     5.0  \n",
+       "269993  N3JXAA     785    LGA  DFW     189.0      1389  20.0    16.0  \n",
+       "269995  N315NB     926    EWR  ATL     107.0       746  20.0    20.0  \n",
+       "270004  N327AA      21    JFK  LAX     327.0      2475  20.0    31.0  \n",
+       "270005  N958UW    2187    LGA  DCA      43.0       214  20.0    37.0  \n",
+       "270006  N389DA    2370    LGA  PBI     146.0      1035  20.0    38.0  \n",
+       "270008   N3767    2159    JFK  MCO     127.0       944  20.0    39.0  \n",
+       "270009  N3747D     569    JFK  ATL     107.0       760  20.0    41.0  \n",
+       "270010  N911DE    2139    LGA  MIA     161.0      1096  20.0    41.0  \n",
+       "270014  N605LR    3285    JFK  MSY     161.0      1182  20.0    45.0  \n",
+       "270016  N749US    2185    LGA  DCA      42.0       214  20.0    47.0  \n",
+       "270021  N36476    1122    EWR  PBI     143.0      1023  20.0    54.0  \n",
+       "270022  N3CAAA    1762    JFK  BOS      32.0       187  20.0    55.0  \n",
+       "270025  N9EAMQ    3674    LGA  CLE      66.0       419  20.0    58.0  \n",
+       "270030  N312US    2041    JFK  ATL     105.0       760  21.0     2.0  \n",
+       "270032  N513MQ    3535    JFK  CMH      71.0       483  21.0     4.0  \n",
+       "270034  N673DL      61    LGA  ATL     107.0       762  21.0     6.0  \n",
+       "270035  N740EV    5038    LGA  BHM     118.0       866  21.0     9.0  \n",
+       "270036  N751UW    2189    LGA  DCA      41.0       214  21.0    10.0  \n",
+       "270037  N849MQ    3374    JFK  RDU      69.0       427  21.0    10.0  \n",
+       "270040  N602LR    3443    JFK  RDU      68.0       427  21.0    12.0  \n",
+       "270044  N526MQ    3662    LGA  ATL     107.0       762  21.0    21.0  \n",
+       "270051  N906XJ    3525    JFK  ORD     118.0       740  21.0    29.0  \n",
+       "270053  N11155    4333    EWR  TUL     181.0      1215  21.0    31.0  \n",
+       "270054  N970DL    2391    JFK  TPA     133.0      1005  21.0    32.0  \n",
+       "270055  N589JB     305    EWR  FLL     141.0      1065  21.0    34.0  \n",
+       "270061  N420UA     664    EWR  TPA     128.0       997  21.0    42.0  \n",
+       "270064  N725MQ    3603    LGA  DTW      82.0       502  21.0    46.0  \n",
+       "270065  N416UA     604    EWR  IAH     182.0      1400  21.0    46.0  \n",
+       "270068  N3764D    1485    LGA  MCO     132.0       950  21.0    50.0  \n",
+       "270069  N931DL    1435    LGA  TPA     133.0      1010  21.0    50.0  \n",
+       "270071  N170US    1857    LGA  CLT      81.0       544  21.0    54.0  \n",
+       "270073  N23708    1464    EWR  CLE      64.0       404  21.0    56.0  \n",
+       "270074  N717MQ    3573    LGA  CMH      74.0       479  21.0    57.0  \n",
+       "270075  N353NB    2131    LGA  DTW      79.0       502  22.0     2.0  \n",
+       "270076  N346NB    2142    EWR  ATL     100.0       746  22.0     2.0  \n",
+       "270077  N657JB    1103    JFK  SJU     195.0      1598  22.0     2.0  \n",
+       "270078  N26545    3827    EWR  CAE      86.0       602  22.0     3.0  \n",
+       "270079  N133EV    4969    LGA  MHT      36.0       195  22.0     4.0  \n",
+       "270081  N14907    4152    EWR  ATL     109.0       746  22.0    11.0  \n",
+       "270083  N829AS    5714    JFK  IAD      47.0       228  22.0    14.0  \n",
+       "270085  N954DL    1247    LGA  ATL     104.0       762  22.0    27.0  \n",
+       "270086  N552JB     883    JFK  MCO     120.0       944  22.0    28.0  \n",
+       "270087  N8488D    4218    JFK  PHL      25.0        94  22.0    31.0  \n",
+       "270093  N595JB     299    LGA  MCO     121.0       950  22.0    38.0  \n",
+       "270094  N916DL    1147    LGA  ATL     104.0       762  22.0    39.0  \n",
+       "270095  N13132    4368    EWR  DCA      40.0       199  22.0    39.0  \n",
+       "270098  N37420    1439    EWR  LAX     310.0      2454  22.0    44.0  \n",
+       "270099  N11193    4536    EWR  CVG      86.0       569  22.0    45.0  \n",
+       "270101  N851MQ    3621    JFK  DCA      48.0       213  22.0    50.0  \n",
+       "270102  N539MQ    3660    LGA  BNA     105.0       764  22.0    53.0  \n",
+       "270103  N579JB     165    JFK  PDX     326.0      2454  22.0    54.0  \n",
+       "270104  N179JB    1677    JFK  JAX     112.0       828  23.0     7.0  \n",
+       "270107  N14237    1615    EWR  AUS     191.0      1504  23.0    19.0  \n",
+       "270108  N375DA    2065    JFK  FLL     135.0      1069  23.0    24.0  \n",
+       "270109  N993AT     485    LGA  CAK      62.0       397  23.0    24.0  \n",
+       "270110  N8588D    4079    JFK  BWI      46.0       184  23.0    25.0  \n",
+       "270111  N598JB     611    JFK  LAS     284.0      2248  23.0    26.0  \n",
+       "270112  N399DA    1729    JFK  LAS     295.0      2248  23.0    31.0  \n",
+       "270113  N580JB     425    JFK  TPA     135.0      1005  23.0    31.0  \n",
+       "270115  N13978    3267    EWR  ORF      51.0       284  23.0    40.0  \n",
+       "270116  N298JB    1816    JFK  SYR      43.0       209  23.0    53.0  \n",
+       "270117  N611QX    5169    LGA  BTV      47.0       258  23.0    56.0  \n",
+       "270139  N29917    4373    EWR  DCA      54.0       199   0.0     3.0  \n",
+       "270140  N48901    4695    EWR  MHT      36.0       209   0.0     7.0  \n",
+       "270141  N646JB     623    JFK  LAX     317.0      2475   0.0     7.0  \n",
+       "270142  N27213    1241    EWR  TPA     127.0       997   0.0    18.0  \n",
+       "270143  N235WN    1271    EWR  MDW     107.0       711   0.0    19.0  \n",
+       "270145  N38473    1682    EWR  FLL     139.0      1065   0.0    22.0  \n",
+       "270146  N374JB    2002    JFK  BUF      52.0       301   0.0    27.0  \n",
+       "270147  N529JB    1203    JFK  SJU     191.0      1598   0.0    27.0  \n",
+       "270148  N190JB     486    JFK  ROC      46.0       264   0.0    36.0  \n",
+       "270149  N13970    4300    EWR  RIC      47.0       277   0.0    41.0  \n",
+       "270150  N16170    4498    EWR  PWM      43.0       284   0.0    44.0  \n",
+       "270151  N352NB    2131    LGA  DTW      83.0       502   0.0    50.0  \n",
+       "270152  N332AA     185    JFK  LAX     329.0      2475   1.0     1.0  \n",
+       "270153  N969AT     778    LGA  ATL     102.0       762   1.0     4.0  \n",
+       "270154  N641JB     839    JFK  BQN     188.0      1576   1.0    25.0  \n",
+       "270155  N13965    4351    EWR  JAX     115.0       820   1.0    49.0  \n",
+       "270156  N591JB    1503    JFK  SJU     192.0      1598   1.0    54.0  \n",
+       "270157  N198JB     234    JFK  BTV      57.0       266   2.0    14.0  \n",
+       "270158  N334JB     108    JFK  PWM      45.0       273   2.0    32.0  \n",
+       "270263  N710EV    5068    EWR  DTW      78.0       488   7.0     5.0  \n",
+       "270367  N654DL    1547    LGA  ATL     112.0       762   8.0    35.0  \n",
+       "270376  N665MQ    3075    JFK  CVG      96.0       589   8.0    45.0  \n",
+       "270450  N193JB    2280    EWR  BOS      44.0       200  10.0     8.0  \n",
+       "270453  N587UA     589    EWR  MIA     152.0      1085  10.0    11.0  \n",
+       "270458  N163US    1831    JFK  CLT      79.0       541  10.0    17.0  \n",
+       "270558  N639JB     403    JFK  SJU     201.0      1598  12.0    31.0  \n",
+       "270581  N740EV    5299    LGA  MEM     141.0       963  12.0    56.0  \n",
+       "270588  N389DA    1174    LGA  PBI     137.0      1035  13.0     3.0  \n",
+       "270589  N3762Y    2319    LGA  MSP     142.0      1020  13.0     3.0  \n",
+       "270591  N329NB    1006    JFK  BOS      31.0       187  13.0     6.0  \n",
+       "270616  N8560F    3611    JFK  PIT      66.0       340  13.0    40.0  \n",
+       "270630  N532MQ    3230    JFK  DCA      56.0       213  13.0    51.0  \n",
+       "270631  N13132    4381    EWR  DTW      75.0       488  13.0    53.0  \n",
+       "270639  N341NB    1131    LGA  DTW      80.0       502  14.0     4.0  \n",
+       "270654  N66056      15    EWR  HNL     587.0      4963  14.0    38.0  \n",
+       "270658  N531JB     553    JFK  PBI     139.0      1028  14.0    41.0  \n",
+       "270666  N565JB     431    LGA  SRQ     145.0      1047  14.0    49.0  \n",
+       "270683  N14105    4193    EWR  MSP     168.0      1008  14.0    58.0  \n",
+       "270702  N766US    2177    LGA  DCA      54.0       214  15.0    18.0  \n",
+       "270712  N430UA     215    LGA  IAH     187.0      1416  15.0    24.0  \n",
+       "270729  N746JB     927    EWR  MCO     141.0       937  15.0    38.0  \n",
+       "270735  N877AS    5713    LGA  IAD      43.0       229  15.0    41.0  \n",
+       "270740  N29917    4572    EWR  GSP      90.0       594  15.0    54.0  \n",
+       "270751  N665JB     127    EWR  MCO     133.0       937  16.0     5.0  \n",
+       "270760  N6714Q     451    LGA  ATL     111.0       762  16.0    27.0  \n",
+       "270767  N323JB    2402    JFK  BUF      60.0       301  16.0    37.0  \n",
+       "270770  N14168    6002    EWR  SDF     104.0       642  16.0    44.0  \n",
+       "270779  N917DN     847    LGA  ATL     118.0       762  17.0     9.0  \n",
+       "270781  N12195    4336    EWR  ATL     112.0       746  17.0    14.0  \n",
+       "270782  N539MQ    3622    LGA  BNA     118.0       764  17.0    14.0  \n",
+       "270788  N447WN    2261    EWR  PHX     280.0      2133  17.0    31.0  \n",
+       "270795  N22909    4212    EWR  RDU      70.0       416  17.0    44.0  \n",
+       "270797  N558JB     283    JFK  MCO     128.0       944  17.0    51.0  \n",
+       "270799  N14542    3854    EWR  ATL     131.0       746  17.0    56.0  \n",
+       "270801  N633VA     413    JFK  LAX     317.0      2475  17.0    58.0  \n",
+       "270802  N18556    4352    EWR  CVG     108.0       569  17.0    59.0  \n",
+       "270803  N298JB     918    JFK  BOS      35.0       187  17.0    59.0  \n",
+       "270804  N523UA     207    EWR  SFO     324.0      2565  17.0    59.0  \n",
+       "270805  N48901    4702    EWR  GSO      67.0       445  18.0     1.0  \n",
+       "270810  N847UA     608    EWR  ORD     130.0       719  18.0     8.0  \n",
+       "270812  N316US    2042    EWR  ATL     124.0       746  18.0    10.0  \n",
+       "270813  N307DQ    1942    EWR  ATL     105.0       746  18.0    11.0  \n",
+       "270815  N416UA     556    EWR  PHX     284.0      2133  18.0    12.0  \n",
+       "270816  N918XJ    3400    JFK  MKE     123.0       745  18.0    14.0  \n",
+       "270818  N509JB     573    EWR  TPA     140.0       997  18.0    19.0  \n",
+       "270819  N3DTAA    1999    EWR  MIA     157.0      1085  18.0    21.0  \n",
+       "270820  N758SW     580    EWR  HOU     186.0      1411  18.0    23.0  \n",
+       "270822  N3JTAA    1711    JFK  ORD     112.0       740  18.0    28.0  \n",
+       "270824  N669MQ    3216    JFK  ORF      54.0       290  18.0    28.0  \n",
+       "270825  N16147    4091    EWR  IAD       NaN       212  18.0    29.0  \n",
+       "270826  N575UA     278    EWR  IAH     181.0      1400  18.0    29.0  \n",
+       "270827  N517AA    1507    EWR  DFW     181.0      1372  18.0    31.0  \n",
+       "270831  N13965    4596    EWR  STL     143.0       872  18.0    33.0  \n",
+       "270833  N5FKAA     221    JFK  MIA     146.0      1089  18.0    39.0  \n",
+       "270836  N3KMAA     145    JFK  SAN     332.0      2446  18.0    45.0  \n",
+       "270838  N429WN      19    EWR  STL     122.0       872  18.0    47.0  \n",
+       "270839  N577UA     483    EWR  LAX     315.0      2454  18.0    48.0  \n",
+       "270843  N344AA    1769    JFK  MIA     142.0      1089  18.0    57.0  \n",
+       "270844  N37474    1151    EWR  SEA     335.0      2402  18.0    58.0  \n",
+       "270845  N294JB    2580    EWR  BOS      38.0       200  18.0    59.0  \n",
+       "270847  N15973    4187    EWR  BNA     119.0       748  19.0     0.0  \n",
+       "270850  N198JB    1407    JFK  IAD      71.0       228  19.0    15.0  \n",
+       "270851  N661JB     359    JFK  BUR     327.0      2465  19.0    16.0  \n",
+       "270852  N361NW    1321    EWR  MSP     141.0      1008  19.0    18.0  \n",
+       "270854  N13979    4224    EWR  MKE     111.0       725  19.0    18.0  \n",
+       "270856  N16919    5841    EWR  STL     140.0       872  19.0    20.0  \n",
+       "270857  N17185    4678    EWR  MSP     149.0      1008  19.0    25.0  \n",
+       "270858  N912XJ    3310    JFK  MCI     157.0      1113  19.0    25.0  \n",
+       "270859  N8971A    3932    EWR  CVG      92.0       569  19.0    26.0  \n",
+       "270862  N37470    1141    EWR  SFO     327.0      2565  19.0    32.0  \n",
+       "270864  N969AT     721    LGA  CAK      73.0       397  19.0    33.0  \n",
+       "270865  N75433    1100    EWR  SEA     328.0      2402  19.0    39.0  \n",
+       "270866  N530MQ    3694    EWR  ORD     105.0       719  19.0    44.0  \n",
+       "270867  N365NW    2331    LGA  DTW      71.0       502  19.0    46.0  \n",
+       "270868  N13978    5824    EWR  ORF      54.0       284  19.0    46.0  \n",
+       "270869  N502UA     512    JFK  SFO     341.0      2586  19.0    49.0  \n",
+       "270870  N652JB     305    EWR  FLL     157.0      1065  19.0    53.0  \n",
+       "270871  N347NW    2383    LGA  PWM      42.0       269  19.0    56.0  \n",
+       "270872  N3758Y     245    JFK  PHX     285.0      2153  19.0    57.0  \n",
+       "270874  N595UA     535    JFK  LAX     324.0      2475  19.0    58.0  \n",
+       "270875  N78448    1684    EWR  MIA     154.0      1085  20.0     0.0  \n",
+       "270876  N398DA     569    JFK  ATL     115.0       760  20.0     1.0  \n",
+       "270877  N361NB    1473    LGA  MEM     138.0       963  20.0     2.0  \n",
+       "270878  N554UA     389    JFK  SFO     346.0      2586  20.0     2.0  \n",
+       "270879  N37437    1161    EWR  SAN     318.0      2425  20.0     3.0  \n",
+       "270882   N744P    1899    LGA  CLT      83.0       544  20.0     8.0  \n",
+       "270885  N800AY    3807    EWR  CVG      89.0       569  20.0    11.0  \n",
+       "270886  N621JB     167    JFK  OAK     353.0      2576  20.0    11.0  \n",
+       "270887  N5EHAA     257    JFK  LAS     314.0      2248  20.0    12.0  \n",
+       "270888  N779SW    1454    EWR  MSY     164.0      1167  20.0    17.0  \n",
+       "270889   N3753      31    JFK  SLC     273.0      1990  20.0    18.0  \n",
+       "270890  N3CAAA    1901    JFK  IAH     196.0      1417  20.0    18.0  \n",
+       "270891  N805JB    1161    LGA  PBI     153.0      1035  20.0    18.0  \n",
+       "270892  N23708    1625    EWR  DEN       NaN      1605  20.0    22.0  \n",
+       "270893  N77258    1666    EWR  SNA       NaN      2434  20.0    30.0  \n",
+       "270894  N849MQ    3365    JFK  DCA      49.0       213  20.0    33.0  \n",
+       "270895  N4YTAA     773    LGA  DFW     189.0      1389  20.0    35.0  \n",
+       "270896  N73283    1424    LGA  ORD     110.0       733  20.0    35.0  \n",
+       "270897  N749US    2179    LGA  DCA      53.0       214  20.0    37.0  \n",
+       "270898  N15986    4511    EWR  ROC      53.0       246  20.0    40.0  \n",
+       "270900  N580JB      71    JFK  SLC     282.0      1990  20.0    45.0  \n",
+       "270901  N431WN     625    EWR  MDW     113.0       711  20.0    45.0  \n",
+       "270902  N533UA     745    LGA  DEN     227.0      1620  20.0    45.0  \n",
+       "270903  N696DL      61    LGA  ATL     111.0       762  20.0    46.0  \n",
+       "270904  N3EPAA    1467    LGA  MIA     149.0      1096  20.0    46.0  \n",
+       "270905  N755EV    5509    EWR  DTW      77.0       488  20.0    48.0  \n",
+       "270906  N564JB     415    JFK  SFO     345.0      2586  20.0    49.0  \n",
+       "270907  N829UA     331    EWR  PDX     329.0      2434  20.0    49.0  \n",
+       "270908  N406UA     685    LGA  ORD     109.0       733  20.0    50.0  \n",
+       "270909  N377NW    2041    JFK  ATL     114.0       760  20.0    51.0  \n",
+       "270910  N334JB      86    JFK  ROC      57.0       264  20.0    52.0  \n",
+       "270912  N331NB     926    EWR  ATL     101.0       746  20.0    58.0  \n",
+       "270913  N655JB     669    JFK  SJC     358.0      2569  21.0     0.0  \n",
+       "270914  N329NB    1091    JFK  SAT     212.0      1587  21.0     4.0  \n",
+       "270915  N535JB     263    JFK  SEA     344.0      2422  21.0     4.0  \n",
+       "270916  N917XJ    3472    JFK  DTW      81.0       509  21.0     5.0  \n",
+       "270918  N324AA     177    JFK  SFO     336.0      2586  21.0     7.0  \n",
+       "270919  N827JB     711    JFK  LAS     304.0      2248  21.0    11.0  \n",
+       "270920  N320AA      21    JFK  LAX     327.0      2475  21.0    14.0  \n",
+       "270923  N844MH     843    JFK  ATL     107.0       760  21.0    17.0  \n",
+       "270924  N310NW    1373    JFK  MIA     138.0      1089  21.0    19.0  \n",
+       "270925  N87527    1244    EWR  SJU     189.0      1608  21.0    19.0  \n",
+       "270926  N544AA     343    LGA  ORD     112.0       733  21.0    24.0  \n",
+       "270927  N568JB     327    EWR  MCO     121.0       937  21.0    24.0  \n",
+       "270928  N73406    1555    EWR  SAN     330.0      2425  21.0    26.0  \n",
+       "270929  N913XJ    3448    JFK  CVG      94.0       589  21.0    28.0  \n",
+       "270930  N906MQ    3044    JFK  BWI      45.0       184  21.0    29.0  \n",
+       "270931  N14568    3841    EWR  CVG      95.0       569  21.0    30.0  \n",
+       "270932  N33209    1533    EWR  SEA     326.0      2402  21.0    30.0  \n",
+       "270933  N593JB     225    JFK  TPA     130.0      1005  21.0    34.0  \n",
+       "270934  N838VA      27    JFK  SFO     354.0      2586  21.0    34.0  \n",
+       "270935  N17730    1116    EWR  BOS      37.0       200  21.0    36.0  \n",
+       "270936  N72405    1292    EWR  FLL     144.0      1065  21.0    38.0  \n",
+       "270937  N671DN      87    JFK  SLC     282.0      1990  21.0    39.0  \n",
+       "270938  N355JB     686    JFK  ROC      49.0       264  21.0    39.0  \n",
+       "270939  N197PQ    5092    EWR  ATL     104.0       746  21.0    40.0  \n",
+       "270940  N641JB     883    JFK  MCO       NaN       944  21.0    42.0  \n",
+       "270941  N274JB    1119    JFK  CLT      82.0       541  21.0    44.0  \n",
+       "270942  N3EXAA     269    JFK  SEA     350.0      2422  21.0    45.0  \n",
+       "270943  N784JB    1505    JFK  ABQ     259.0      1826  21.0    45.0  \n",
+       "270945  N590JB     105    JFK  ORD     108.0       740  21.0    52.0  \n",
+       "270946  N645MQ    2949    JFK  BNA     125.0       765  21.0    52.0  \n",
+       "270947  N39726    1680    EWR  MIA     147.0      1085  21.0    52.0  \n",
+       "270948  N37434    1464    EWR  CLE      66.0       404  21.0    53.0  \n",
+       "270949  N712JB    1013    JFK  LGB     329.0      2465  21.0    55.0  \n",
+       "270950  N923XJ    3525    JFK  ORD     112.0       740  21.0    57.0  \n",
+       "270952  N505UA     771    JFK  LAX     336.0      2475  21.0    58.0  \n",
+       "270954  N3743H    2065    JFK  FLL     135.0      1069  22.0     3.0  \n",
+       "270955  N911DE      83    JFK  MIA     140.0      1089  22.0     5.0  \n",
+       "270956  N532MQ    3535    JFK  CMH      79.0       483  22.0     6.0  \n",
+       "270957  N813UA     243    EWR  AUS     198.0      1504  22.0     7.0  \n",
+       "270958  N3GEAA    1762    JFK  BOS      33.0       187  22.0    10.0  \n",
+       "270959  N825UA     301    EWR  PBI     137.0      1023  22.0    10.0  \n",
+       "270960  N903XJ    3341    JFK  DTW      88.0       509  22.0    16.0  \n",
+       "270961  N823MQ    3374    JFK  RDU      66.0       427  22.0    17.0  \n",
+       "270962  N18101    4543    EWR  DSM     141.0      1017  22.0    18.0  \n",
+       "270963  N16149    4361    EWR  TYS     105.0       631  22.0    19.0  \n",
+       "270964  N531JB    1295    JFK  AUS     201.0      1521  22.0    19.0  \n",
+       "270965  N606JB     527    EWR  MCO     127.0       937  22.0    20.0  \n",
+       "270966  N27733    1187    EWR  CLE      63.0       404  22.0    20.0  \n",
+       "270967  N16961    4191    EWR  BNA     117.0       748  22.0    23.0  \n",
+       "270969  N8928A    4245    JFK  CHS      86.0       636  22.0    25.0  \n",
+       "270970  N378DA    1729    JFK  LAS     296.0      2248  22.0    30.0  \n",
+       "270971  N360NW    1854    LGA  FLL     150.0      1076  22.0    37.0  \n",
+       "270972  N621VA      29    JFK  SFO     345.0      2586  22.0    38.0  \n",
+       "270973  N527VA     169    EWR  LAX     318.0      2454  22.0    39.0  \n",
+       "270974  N729JB    1083    JFK  MCO     127.0       944  22.0    40.0  \n",
+       "270975  N877AS    5714    JFK  IAD      61.0       228  22.0    42.0  \n",
+       "270976  N190DN    2363    JFK  LAX     324.0      2475  22.0    43.0  \n",
+       "270977  N854UA     994    EWR  BOS      37.0       200  22.0    43.0  \n",
+       "270979  N594JB     165    JFK  PDX     334.0      2454  22.0    45.0  \n",
+       "270980  N587UA     212    EWR  SFO     334.0      2565  22.0    47.0  \n",
+       "270981  N375DA     347    JFK  SJU     195.0      1598  22.0    48.0  \n",
+       "270982  N354JB     418    JFK  BOS      43.0       187  22.0    51.0  \n",
+       "270983  N37255    1692    EWR  MCO     129.0       937  22.0    51.0  \n",
+       "270984  N73275    1740    EWR  IAH     193.0      1400  22.0    54.0  \n",
+       "270985  N937XJ    3385    JFK  BOS      38.0       187  22.0    55.0  \n",
+       "270987  N6716C    2047    LGA  ATL     109.0       762  22.0    57.0  \n",
+       "270988  N648JB     611    JFK  LAS     292.0      2248  22.0    57.0  \n",
+       "270989  N529UA     543    EWR  SFO       NaN      2565  22.0    58.0  \n",
+       "270990  N852VA     415    JFK  LAX     333.0      2475  23.0     1.0  \n",
+       "270991  N960DL    1435    LGA  TPA     134.0      1010  23.0     3.0  \n",
+       "270993  N649AW     681    EWR  PHX     281.0      2133  23.0     4.0  \n",
+       "270994  N13123    4204    EWR  OKC     183.0      1325  23.0     7.0  \n",
+       "270995  N906XJ    3395    JFK  DCA      54.0       213  23.0    10.0  \n",
+       "270996  N505JB     425    JFK  TPA     128.0      1005  23.0    16.0  \n",
+       "270997  N12567    4434    EWR  CLT      83.0       529  23.0    22.0  \n",
+       "270998  N368JB     702    JFK  BUF      53.0       301  23.0    26.0  \n",
+       "270999  N16217    1439    EWR  LAX     333.0      2454  23.0    28.0  \n",
+       "271000  N402UA     260    EWR  IAH     194.0      1400  23.0    28.0  \n",
+       "271001  N924XJ    3443    JFK  RDU      63.0       427  23.0    33.0  \n",
+       "271002  N13132    4333    EWR  TUL     181.0      1215  23.0    34.0  \n",
+       "271003  N392DA     884    LGA  DEN     222.0      1620  23.0    36.0  \n",
+       "271004  N659JB    1183    JFK  MCO     127.0       944  23.0    38.0  \n",
+       "271005  N14105    5804    EWR  OMA     162.0      1134  23.0    40.0  \n",
+       "271006  N987AT     485    LGA  CAK      68.0       397  23.0    40.0  \n",
+       "271007  N267JB     775    JFK  MSY     165.0      1182  23.0    44.0  \n",
+       "271008  N323JB     201    JFK  FLL     141.0      1069  23.0    47.0  \n",
+       "271009  N364NB    1715    LGA  MSY     165.0      1183  23.0    52.0  \n",
+       "271010  N14198    4672    EWR  STL     125.0       872  23.0    53.0  \n",
+       "271011  N751SW     579    LGA  MDW     109.0       725  23.0    53.0  \n",
+       "271012  N324JB    1677    JFK  JAX     111.0       828  23.0    57.0  \n",
+       "271013  N809JB      97    JFK  DEN     222.0      1626  23.0    59.0  \n",
+       "271014  N7734H     542    LGA  MKE     112.0       738  23.0    59.0  \n",
+       "271138  N192JB    1816    JFK  SYR      43.0       209   0.0     4.0  \n",
+       "271139  N653JB    1103    JFK  SJU     196.0      1598   0.0     5.0  \n",
+       "271140  N584JB    1295    JFK  AUS     194.0      1521   0.0     9.0  \n",
+       "271142  N266JB     108    JFK  PWM      44.0       273   0.0    26.0  \n",
+       "271145  N328AA     185    JFK  LAX     327.0      2475   0.0    59.0  \n",
+       "271146  N183JB     718    JFK  BOS      38.0       187   1.0     1.0  \n",
+       "271147  N198JB     234    JFK  BTV      44.0       266   1.0    10.0  \n",
+       "271250  N5PBMQ    3267    EWR  ORD     114.0       719   7.0    38.0  \n",
+       "271262  N724EV    4963    EWR  MSP     134.0      1008   7.0    50.0  \n",
+       "271302  N578UA     226    EWR  IAH     186.0      1400   8.0    24.0  \n",
+       "271310  N297WN     526    LGA  STL     126.0       888   8.0    27.0  \n",
+       "271313  N374JB     318    JFK  BOS      37.0       187   8.0    28.0  \n",
+       "271322  N3CXAA     711    LGA  DFW     180.0      1389   8.0    37.0  \n",
+       "271324  N561JB       3    JFK  SJU     209.0      1598   8.0    38.0  \n",
+       "271338  N909DL     831    LGA  DTW      73.0       502   8.0    54.0  \n",
+       "271350  N516JB     525    JFK  TPA     157.0      1005   9.0     2.0  \n",
+       "271361  N537UA     742    EWR  LAX     303.0      2454   9.0    17.0  \n",
+       "271371  N198JB     281    JFK  HOU     188.0      1428   9.0    35.0  \n",
+       "271372  N828MQ    3478    LGA  DTW      82.0       502   9.0    37.0  \n",
+       "271386  N37464    1581    EWR  SEA     312.0      2402   9.0    56.0  \n",
+       "271391  N315NB     485    EWR  ATL     105.0       746  10.0     3.0  \n",
+       "271405  N527MQ    3355    LGA  BNA     114.0       764  10.0    20.0  \n",
+       "271406  N809JB      23    JFK  LAX     316.0      2475  10.0    21.0  \n",
+       "271409  N301NB     874    LGA  MIA     160.0      1096  10.0    25.0  \n",
+       "271419  N827JB      15    JFK  SFO     327.0      2586  10.0    31.0  \n",
+       "271423  N514UA     288    EWR  SNA     307.0      2434  10.0    34.0  \n",
+       "271426  N627JB     199    LGA  MCO     133.0       950  10.0    36.0  \n",
+       "271432  N580JB    1818    JFK  BOS      44.0       187  10.0    40.0  \n",
+       "271439  N134EV    5222    EWR  DTW      74.0       488  10.0    51.0  \n",
+       "271443  N652JB     271    LGA  FLL     160.0      1076  10.0    59.0  \n",
+       "271444  N834AS    5711    JFK  IAD      51.0       228  11.0     3.0  \n",
+       "271448  N655JB     483    JFK  MCO     131.0       944  11.0     9.0  \n",
+       "271450  N502MQ    3670    LGA  BNA     104.0       764  11.0    11.0  \n",
+       "271458  N751EV    5109    LGA  CHS      94.0       641  11.0    21.0  \n",
+       "271469  N192JB    1491    JFK  ACK      44.0       199  11.0    39.0  \n",
+       "271488  N966DL    1747    LGA  ATL     109.0       762  12.0     2.0  \n",
+       "271490  N552NW    1647    LGA  ATL     108.0       762  12.0     3.0  \n",
+       "271494  N39728    1058    LGA  IAH     195.0      1416  12.0     4.0  \n",
+       "271495  N621JB      53    JFK  PBI     134.0      1028  12.0     7.0  \n",
+       "271504  N944DL    2445    LGA  MCO     135.0       950  12.0    16.0  \n",
+       "271510  N713MQ    3281    LGA  CMH      75.0       479  12.0    39.0  \n",
+       "271511  N662JB     971    LGA  FLL     159.0      1076  12.0    40.0  \n",
+       "271537  N982DL    1847    LGA  ATL     108.0       762  13.0     5.0  \n",
+       "271540  N913DE     954    LGA  FLL     163.0      1076  13.0     9.0  \n",
+       "271557  N720EV    5273    LGA  PIT      56.0       335  13.0    19.0  \n",
+       "271559  N752EV    5299    LGA  MEM     140.0       963  13.0    20.0  \n",
+       "271570  N190JB     208    JFK  PWM      47.0       273  13.0    44.0  \n",
+       "271572  N8412F    4097    JFK  BWI      36.0       184  13.0    50.0  \n",
+       "271585  N534MQ    3658    LGA  ATL     108.0       762  14.0     4.0  \n",
+       "271588  N910DE    2098    LGA  MIA     143.0      1096  14.0     9.0  \n",
+       "271589  N525MQ    3230    JFK  DCA      40.0       213  14.0     9.0  \n",
+       "271593  N433LV     546    LGA  MKE     107.0       738  14.0    16.0  \n",
+       "271595  N4YAAA     329    LGA  ORD     116.0       733  14.0    18.0  \n",
+       "271601  N18101    4193    EWR  MSP     142.0      1008  14.0    37.0  \n",
+       "271602  N612JB     505    EWR  FLL     140.0      1065  14.0    37.0  \n",
+       "271607  N956AT     353    LGA  CAK      63.0       397  14.0    44.0  \n",
+       "271617  N297WN    3316    EWR  HOU     188.0      1411  14.0    52.0  \n",
+       "271628  N500MQ    3678    EWR  ORD     113.0       719  14.0    58.0  \n",
+       "271629  N644JB     553    JFK  PBI     141.0      1028  14.0    59.0  \n",
+       "271635  N66057      15    EWR  HNL     618.0      4963  15.0     2.0  \n",
+       "271642  N788SA    2261    EWR  PHX     301.0      2133  15.0    10.0  \n",
+       "271647  N570JB    1883    JFK  MCO     132.0       944  15.0    16.0  \n",
+       "271649  N192JB     286    JFK  ROC      53.0       264  15.0    17.0  \n",
+       "271658  N355JB    1338    JFK  MVY      37.0       173  15.0    26.0  \n",
+       "271674  N179JB     118    JFK  BOS      62.0       187  15.0    45.0  \n",
+       "271675  N956WN     427    LGA  MDW     110.0       725  15.0    45.0  \n",
+       "271677  N266JB     575    JFK  MSY     165.0      1182  15.0    48.0  \n",
+       "271678  N11548    4633    EWR  BTV      48.0       266  15.0    49.0  \n",
+       "271688  N19554    6049    EWR  IAD      64.0       212  16.0     4.0  \n",
+       "271689  N284JB    2480    EWR  BOS      99.0       200  16.0     5.0  \n",
+       "271691  N966AT     348    LGA  ATL     112.0       762  16.0     8.0  \n",
+       "271697  N12996    4572    EWR  GSP      91.0       594  16.0    16.0  \n",
+       "271701  N17245    1744    LGA  IAH     191.0      1416  16.0    18.0  \n",
+       "271704  N25134    4377    EWR  JAX     115.0       820  16.0    29.0  \n",
+       "271708  N751UW    2179    LGA  DCA      60.0       214  16.0    31.0  \n",
+       "271709  N571JB     573    EWR  TPA     135.0       997  16.0    33.0  \n",
+       "271710  N354JB     581    JFK  HOU     212.0      1428  16.0    36.0  \n",
+       "271711  N14562    4502    EWR  BNA     111.0       748  16.0    37.0  \n",
+       "271713  N820AS    5713    LGA  IAD      71.0       229  16.0    38.0  \n",
+       "271719  N661JB    1171    LGA  FLL     150.0      1076  16.0    53.0  \n",
+       "271720  N15710    1542    LGA  CLE      66.0       419  16.0    53.0  \n",
+       "271722  N3735D    2459    JFK  MCO     142.0       944  16.0    57.0  \n",
+       "271725  N503MQ    3694    EWR  ORD     108.0       719  16.0    59.0  \n",
+       "271727  N509MQ    3199    LGA  CLT      84.0       544  17.0     0.0  \n",
+       "271728  N473UA     685    LGA  ORD     115.0       733  17.0     0.0  \n",
+       "271732  N931XJ    3393    JFK  DCA      50.0       213  17.0     3.0  \n",
+       "271735  N945UW    1607    LGA  PHL      39.0        96  17.0     6.0  \n",
+       "271736  N308DE    1942    EWR  ATL     100.0       746  17.0     7.0  \n",
+       "271738  N948WN     493    LGA  STL     127.0       888  17.0     8.0  \n",
+       "271743  N608QX    5432    LGA  BNA     108.0       764  17.0    15.0  \n",
+       "271744  N641MQ    2793    JFK  CMH      82.0       483  17.0    15.0  \n",
+       "271747  N536UA     745    LGA  DEN     223.0      1620  17.0    16.0  \n",
+       "271748  N952UW    2134    LGA  BOS      49.0       184  17.0    18.0  \n",
+       "271749  N741EV    5461    LGA  RDU      70.0       431  17.0    19.0  \n",
+       "271756  N620MQ    3202    JFK  IND     116.0       665  17.0    23.0  \n",
+       "271759  N602LR    3318    JFK  BUF      51.0       301  17.0    28.0  \n",
+       "271761  N13989    5841    EWR  STL     134.0       872  17.0    29.0  \n",
+       "271762  N904DE    1619    LGA  MSP     135.0      1020  17.0    30.0  \n",
+       "271768  N535MQ    3357    LGA  ATL     106.0       762  17.0    32.0  \n",
+       "271771  N912XJ    3459    JFK  BNA     123.0       765  17.0    38.0  \n",
+       "271775  N3CXAA     763    LGA  DFW     200.0      1389  17.0    42.0  \n",
+       "271776  N903XJ    3540    JFK  MSP       NaN      1029  17.0    44.0  \n",
+       "271778  N977DL     847    LGA  ATL     106.0       762  17.0    49.0  \n",
+       "271783  N648MQ    3075    JFK  CVG      96.0       589  17.0    55.0  \n",
+       "271787  N519JB    1117    LGA  TPA     139.0      1010  17.0    58.0  \n",
+       "271789  N963UW    2136    LGA  BOS      45.0       184  18.0     2.0  \n",
+       "271790  N724SW     216    EWR  MDW     111.0       711  18.0     2.0  \n",
+       "271795  N552UW      17    JFK  PHX     289.0      2153  18.0     9.0  \n",
+       "271796  N75433    1151    EWR  SEA     316.0      2402  18.0     9.0  \n",
+       "271798  N22909    4511    EWR  ROC      43.0       246  18.0    17.0  \n",
+       "271799  N657MQ    2949    JFK  BNA     124.0       765  18.0    18.0  \n",
+       "271801  N16147    3854    EWR  ATL     107.0       746  18.0    23.0  \n",
+       "271802  N947WN     580    EWR  HOU     187.0      1411  18.0    24.0  \n",
+       "271803  N717MQ    3340    LGA  DTW      87.0       502  18.0    24.0  \n",
+       "271805  N784JB     543    EWR  PBI     134.0      1023  18.0    25.0  \n",
+       "271808  N477AA    1507    EWR  DFW     196.0      1372  18.0    27.0  \n",
+       "271809  N198JB    1119    JFK  CLT      78.0       541  18.0    28.0  \n",
+       "271813  N974DL    2331    LGA  DTW      77.0       502  18.0    36.0  \n",
+       "271815  N355JB     408    JFK  PWM      45.0       273  18.0    39.0  \n",
+       "271816  N3DRAA     145    JFK  SAN     340.0      2446  18.0    40.0  \n",
+       "271819  N561JB    1801    JFK  FLL     143.0      1069  18.0    46.0  \n",
+       "271820  N530VA     193    EWR  SFO     339.0      2565  18.0    47.0  \n",
+       "271822  N927XJ    3310    JFK  MCI     160.0      1113  18.0    48.0  \n",
+       "271823  N3FAAA    1999    EWR  MIA     140.0      1085  18.0    48.0  \n",
+       "271824  N346NB     402    JFK  BOS      40.0       187  18.0    52.0  \n",
+       "271829  N3HWAA    1611    LGA  MIA     147.0      1096  19.0     3.0  \n",
+       "271831  N572UA     212    EWR  SFO     330.0      2565  19.0     3.0  \n",
+       "271834  N3HEAA     353    LGA  ORD     113.0       733  19.0     6.0  \n",
+       "271835  N655JB     327    EWR  MCO     127.0       937  19.0     6.0  \n",
+       "271836  N334JB    1105    JFK  ORD     129.0       740  19.0     7.0  \n",
+       "271838  N629MQ    3216    JFK  ORF      56.0       290  19.0     9.0  \n",
+       "271845  N630JB    1161    LGA  PBI     138.0      1035  19.0    12.0  \n",
+       "271846  N371DA     706    JFK  AUS     197.0      1521  19.0    13.0  \n",
+       "271847  N520MQ    3301    LGA  RDU      63.0       431  19.0    13.0  \n",
+       "271848  N655AW     449    EWR  CLT      73.0       529  19.0    14.0  \n",
+       "271850  N216WR     625    EWR  MDW     113.0       711  19.0    16.0  \n",
+       "271851  N3750D     569    JFK  ATL     102.0       760  19.0    19.0  \n",
+       "271853  N3AMAA     785    LGA  DFW     190.0      1389  19.0    21.0  \n",
+       "271854  N738US    2183    LGA  DCA      40.0       214  19.0    22.0  \n",
+       "271855  N3JXAA    1711    JFK  ORD     119.0       740  19.0    24.0  \n",
+       "271856  N371CA    5509    EWR  DTW      79.0       488  19.0    25.0  \n",
+       "271859  N543MQ    3134    EWR  ORD     116.0       719  19.0    26.0  \n",
+       "271861  N944DL      83    JFK  MIA     146.0      1089  19.0    30.0  \n",
+       "271862  N35407    1141    EWR  SFO       NaN      2565  19.0    30.0  \n",
+       "271864  N37413    1161    EWR  SAN     322.0      2425  19.0    33.0  \n",
+       "271865  N564UW     894    LGA  CLT      83.0       544  19.0    34.0  \n",
+       "271866  N796SW     262    EWR  DEN     228.0      1605  19.0    34.0  \n",
+       "271867  N854UA     244    EWR  BOS      42.0       200  19.0    34.0  \n",
+       "271869  N825UA     234    EWR  ORD     112.0       719  19.0    36.0  \n",
+       "271870  N301NB    2131    LGA  DTW      78.0       502  19.0    38.0  \n",
+       "271873  N423AS       7    EWR  SEA     324.0      2402  19.0    39.0  \n",
+       "271874  N26208    1424    LGA  ORD     112.0       733  19.0    39.0  \n",
+       "271878  N397DA     503    JFK  SAN     322.0      2446  19.0    47.0  \n",
+       "271880  N474UA     350    EWR  PHX     282.0      2133  19.0    49.0  \n",
+       "271881  N192JB    1407    JFK  IAD      46.0       228  19.0    50.0  \n",
+       "271883  N369NB    1715    LGA  MSY     157.0      1183  19.0    53.0  \n",
+       "271884  N498UA     697    EWR  TPA     135.0       997  19.0    54.0  \n",
+       "271887  N527JB     359    JFK  BUR     335.0      2465  19.0    57.0  \n",
+       "271888  N11548    4224    EWR  MKE     115.0       725  19.0    58.0  \n",
+       "271889  N547JB     153    JFK  PBI     137.0      1028  19.0    58.0  \n",
+       "271890  N32404    1684    EWR  MIA     143.0      1085  19.0    58.0  \n",
+       "271893  N454AA    2019    LGA  STL     130.0       888  20.0     1.0  \n",
+       "271894  N825AY    3807    EWR  CVG      90.0       569  20.0     2.0  \n",
+       "271897  N625JB    1013    JFK  LGB     330.0      2465  20.0     3.0  \n",
+       "271898  N748EV    5601    LGA  CLT      76.0       544  20.0     4.0  \n",
+       "271899  N754UW    2185    LGA  DCA      41.0       214  20.0     5.0  \n",
+       "271900  N249JB    2580    EWR  BOS      44.0       200  20.0     6.0  \n",
+       "271903  N938LR    2751    LGA  CLT      79.0       544  20.0     8.0  \n",
+       "271905  N537UW    1473    LGA  CLT      77.0       544  20.0    12.0  \n",
+       "271906  N11547    4300    EWR  RIC      46.0       277  20.0    16.0  \n",
+       "271907  N16732    1686    EWR  BOS      42.0       200  20.0    17.0  \n",
+       "271909  N475WN    2603    LGA  BNA     113.0       764  20.0    22.0  \n",
+       "271911  N525VA     169    EWR  LAX     333.0      2454  20.0    23.0  \n",
+       "271914  N744EV    5207    LGA  BGR      50.0       378  20.0    31.0  \n",
+       "271915  N307JB     201    JFK  FLL     144.0      1069  20.0    31.0  \n",
+       "271917  N505AA     359    LGA  ORD     115.0       733  20.0    34.0  \n",
+       "271918  N3762Y    1485    LGA  MCO     122.0       950  20.0    35.0  \n",
+       "271920  N472WN      19    EWR  STL     125.0       872  20.0    37.0  \n",
+       "271921  N17229    1481    EWR  SFO     347.0      2565  20.0    40.0  \n",
+       "271922  N923AT     349    LGA  ATL     102.0       762  20.0    42.0  \n",
+       "271923  N3KJAA     791    LGA  DFW     196.0      1389  20.0    42.0  \n",
+       "271924  N3HAAA    1762    JFK  BOS      42.0       187  20.0    42.0  \n",
+       "271925  N956AT     778    LGA  ATL     100.0       762  20.0    46.0  \n",
+       "271926  N970DL    1585    LGA  MCO     129.0       950  20.0    47.0  \n",
+       "271927  N361NW    2041    JFK  ATL     102.0       760  20.0    47.0  \n",
+       "271929  N3734B    2159    JFK  MCO     124.0       944  20.0    49.0  \n",
+       "271933  N38727    1142    EWR  BOS      42.0       200  20.0    51.0  \n",
+       "271934  N14907    4702    EWR  GSO      67.0       445  20.0    54.0  \n",
+       "271935  N751UW    2187    LGA  DCA      37.0       214  20.0    54.0  \n",
+       "271937  N3731T    1629    JFK  LAS     298.0      2248  20.0    59.0  \n",
+       "271940  N538UW    1973    EWR  CLT      80.0       529  21.0     0.0  \n",
+       "271943  N662JB     305    EWR  FLL     137.0      1065  21.0     1.0  \n",
+       "271944  N466UA     436    EWR  SEA     332.0      2402  21.0     1.0  \n",
+       "271947  N16151    4678    EWR  MSP     151.0      1008  21.0     9.0  \n",
+       "271948  N231JB     918    JFK  BOS      42.0       187  21.0    11.0  \n",
+       "271951  N16701    1437    LGA  ORD       NaN       733  21.0    15.0  \n",
+       "271952  N932WN    1454    EWR  MSY     160.0      1167  21.0    17.0  \n",
+       "271953  N913DE    2139    LGA  MIA     144.0      1096  21.0    20.0  \n",
+       "271954  N580AA     363    LGA  ORD     111.0       733  21.0    20.0  \n",
+       "271955  N954DL     975    LGA  PIT      54.0       335  21.0    22.0  \n",
+       "271958  N329NB    1091    JFK  SAT     200.0      1587  21.0    26.0  \n",
+       "271959  N524MQ    3674    LGA  CLE      72.0       419  21.0    29.0  \n",
+       "271960  N27722    1661    LGA  IAH     181.0      1416  21.0    29.0  \n",
+       "271961  N934XJ    3341    JFK  DTW      84.0       509  21.0    33.0  \n",
+       "271964  N952UW    2142    LGA  BOS      37.0       184  21.0    37.0  \n",
+       "271967  N360NW    1854    LGA  FLL     137.0      1076  21.0    40.0  \n",
+       "271968  N8771A    4127    JFK  IAD      44.0       228  21.0    40.0  \n",
+       "271969  N805MQ    3374    JFK  RDU      69.0       427  21.0    41.0  \n",
+       "271970  N71411    1292    EWR  FLL     135.0      1065  21.0    41.0  \n",
+       "271971  N75432    1244    EWR  SJU     199.0      1608  21.0    43.0  \n",
+       "271972  N192DN      17    JFK  LAX     323.0      2475  21.0    44.0  \n",
+       "271973  N599JB     161    JFK  SMF     332.0      2521  21.0    44.0  \n",
+       "271974  N565JB     299    LGA  MCO     123.0       950  21.0    45.0  \n",
+       "271976  N523JB     883    JFK  MCO     132.0       944  21.0    49.0  \n",
+       "271977  N912DL    1147    LGA  ATL     105.0       762  21.0    51.0  \n",
+       "271978  N821JB     915    JFK  SFO     363.0      2586  21.0    52.0  \n",
+       "271979  N12167    4204    EWR  OKC     198.0      1325  21.0    53.0  \n",
+       "271980  N14974    4361    EWR  TYS      91.0       631  21.0    53.0  \n",
+       "271981  N487WN     542    LGA  MKE     108.0       738  21.0    53.0  \n",
+       "271983  N232PQ    5454    EWR  DTW      82.0       488  21.0    55.0  \n",
+       "271986  N13956    4373    EWR  DCA      39.0       199  21.0    57.0  \n",
+       "271987  N723EV    5268    LGA  CLT      77.0       544  21.0    58.0  \n",
+       "271988  N903XJ    3542    JFK  MSP     150.0      1029  21.0    59.0  \n",
+       "271990  N589JB    1505    JFK  ABQ     253.0      1826  22.0     6.0  \n",
+       "271991  N522MQ    3384    LGA  CLT      84.0       544  22.0     6.0  \n",
+       "271992  N3BNAA    1709    LGA  MIA     141.0      1096  22.0     9.0  \n",
+       "271993  N910DE    1247    LGA  ATL     105.0       762  22.0    13.0  \n",
+       "271995  N833AS    5714    JFK  IAD      43.0       228  22.0    15.0  \n",
+       "271996  N12967    4536    EWR  CVG      90.0       569  22.0    20.0  \n",
+       "271997  N476AA     371    LGA  ORD     120.0       733  22.0    20.0  \n",
+       "271998  N512MQ    3535    JFK  CMH      70.0       483  22.0    23.0  \n",
+       "271999  N717TW    1643    JFK  SEA     337.0      2422  22.0    27.0  \n",
+       "272001  N535JB    1083    JFK  MCO     125.0       944  22.0    34.0  \n",
+       "272002  N17146    5804    EWR  OMA     175.0      1134  22.0    35.0  \n",
+       "272004  N8936A    4079    JFK  BWI      34.0       184  22.0    37.0  \n",
+       "272005  N283AT     771    LGA  ATL     109.0       762  22.0    38.0  \n",
+       "272006  N627JB     527    EWR  MCO     118.0       937  22.0    40.0  \n",
+       "272007  N13914    4695    EWR  MHT      37.0       209  22.0    45.0  \n",
+       "272008  N318JB     686    JFK  ROC      48.0       264  22.0    45.0  \n",
+       "272009  N41104    4333    EWR  TUL     201.0      1215  22.0    48.0  \n",
+       "272010  N931XJ    3443    JFK  RDU      61.0       427  22.0    48.0  \n",
+       "272011  N3771K     347    JFK  SJU     216.0      1598  22.0    53.0  \n",
+       "272012  N676CA    5092    EWR  ATL      97.0       746  22.0    56.0  \n",
+       "272013  N823MQ    3621    JFK  DCA      43.0       213  23.0     0.0  \n",
+       "272014  N193JB    2680    EWR  BOS      44.0       200  23.0     1.0  \n",
+       "272015  N184JB     418    JFK  BOS      44.0       187  23.0     3.0  \n",
+       "272016  N39475    1451    EWR  BOS      47.0       200  23.0     6.0  \n",
+       "272017  N848VA     415    JFK  LAX     330.0      2475  23.0     7.0  \n",
+       "272019  N602LR    3395    JFK  DCA      42.0       213  23.0    12.0  \n",
+       "272020  N641JB    1201    JFK  FLL     135.0      1069  23.0    15.0  \n",
+       "272021  N267JB     702    JFK  BUF      56.0       301  23.0    18.0  \n",
+       "272022  N536JB      97    JFK  DEN     215.0      1626  23.0    19.0  \n",
+       "272023  N605JB     611    JFK  LAS     305.0      2248  23.0    19.0  \n",
+       "272025  N966AT     485    LGA  CAK      60.0       397  23.0    26.0  \n",
+       "272026  N936XJ    3470    JFK  CVG      98.0       589  23.0    26.0  \n",
+       "272028  N804UA     329    EWR  AUS     194.0      1504  23.0    32.0  \n",
+       "272029  N523UA     299    EWR  IAH     179.0      1400  23.0    33.0  \n",
+       "272030  N632JB    1183    JFK  MCO     136.0       944  23.0    34.0  \n",
+       "272031  N552JB    1203    JFK  SJU     195.0      1598  23.0    34.0  \n",
+       "272032  N346NB     985    JFK  BOS      38.0       187  23.0    36.0  \n",
+       "272033  N8930E    4218    JFK  PHL      24.0        94  23.0    36.0  \n",
+       "272034  N355JB    1677    JFK  JAX     112.0       828  23.0    40.0  \n",
+       "272035  N729SW     579    LGA  MDW     109.0       725  23.0    42.0  \n",
+       "272036  N13970    4498    EWR  PWM      46.0       284  23.0    44.0  \n",
+       "272037  N324JB     775    JFK  MSY     153.0      1182  23.0    49.0  \n",
+       "272038  N839UA     373    EWR  PBI     130.0      1023  23.0    49.0  \n",
+       "272039  N585JB     425    JFK  TPA     140.0      1005  23.0    55.0  \n",
+       "272136  N796JB    1503    JFK  SJU     194.0      1598   1.0    42.0  \n",
+       "272231  N713EV    5068    EWR  DTW      85.0       488   7.0     8.0  \n",
+       "272274  N110UW    1065    JFK  CLT      81.0       541   7.0    52.0  \n",
+       "272278  N13161    4393    EWR  IND     102.0       645   7.0    54.0  \n",
+       "272294  N29717    1454    LGA  IAH     191.0      1416   7.0    59.0  \n",
+       "272297  N353AT     345    LGA  ATL     109.0       762   8.0     3.0  \n",
+       "272304  N18101    5811    EWR  BUF      52.0       282   8.0     8.0  \n",
+       "272323  N34111    4213    EWR  RDU      63.0       416   8.0    27.0  \n",
+       "272349  N589JB     683    JFK  MCO     124.0       944   8.0    50.0  \n",
+       "272391  N724EV    4998    LGA  MCI     146.0      1107   9.0    33.0  \n",
+       "272393  N15983    4638    EWR  CVG      98.0       569   9.0    34.0  \n",
+       "272421  N13123    4125    EWR  GSO      69.0       445  10.0     0.0  \n",
+       "272427  N820AS    5747    LGA  IAD      47.0       229  10.0     9.0  \n",
+       "272445  N196UW    1831    JFK  CLT      85.0       541  10.0    28.0  \n",
+       "272458  N332AA       1    JFK  LAX     319.0      2475  10.0    43.0  \n",
+       "272474  N14198    4104    EWR  CHS     103.0       628  11.0     3.0  \n",
+       "272505  N18101    3853    EWR  BNA     120.0       748  11.0    52.0  \n",
+       "272536  N13718    1170    EWR  FLL     133.0      1065  12.0    35.0  \n",
+       "272572  N13133    4548    EWR  RDU      67.0       416  13.0    12.0  \n",
+       "272573  N12922    3838    EWR  ROC      55.0       246  13.0    15.0  \n",
+       "272587  N520JB    1129    JFK  RSW     150.0      1074  13.0    30.0  \n",
+       "272594  N16151    4679    EWR  JAX     114.0       820  13.0    36.0  \n",
+       "272598  N11194    4412    EWR  DSM     140.0      1017  13.0    44.0  \n",
+       "272619  N619AA    2041    JFK  MIA     142.0      1089  14.0    11.0  \n",
+       "272620  N13123    6054    EWR  IAD      43.0       212  14.0    19.0  \n",
+       "272630  N25134    5837    EWR  RIC      53.0       277  14.0    27.0  \n",
+       "272635  N718EV    4974    LGA  BTV      39.0       258  14.0    33.0  \n",
+       "272640  N13965    4100    EWR  MEM     144.0       946  14.0    37.0  \n",
+       "272654  N34131    1641    EWR  MCO     132.0       937  14.0    49.0  \n",
+       "272681  N706TW    1565    JFK  SFO     335.0      2586  15.0     7.0  \n",
+       "272686  N766JB     927    EWR  MCO     128.0       937  15.0    13.0  \n",
+       "272695  N927XJ    3538    JFK  MSP     150.0      1029  15.0    25.0  \n",
+       "272710  N589JB    1883    JFK  MCO     128.0       944  15.0    39.0  \n",
+       "272712  N810UA     734    EWR  PBI     132.0      1023  15.0    39.0  \n",
+       "272724  N809UA     363    EWR  CLE      61.0       404  15.0    47.0  \n",
+       "272728  N25705    1618    EWR  TPA     146.0       997  15.0    50.0  \n",
+       "272729  N11565    6049    EWR  IAD      46.0       212  15.0    51.0  \n",
+       "272731  N779JB     703    JFK  SJU     193.0      1598  15.0    53.0  \n",
+       "272744  N605QX    4978    LGA  CLT      82.0       544  16.0     6.0  \n",
+       "272754  N8976E    4120    JFK  CLE      73.0       425  16.0    16.0  \n",
+       "272763  N851MQ    3359    JFK  RDU      88.0       427  16.0    26.0  \n",
+       "272769  N11155    6002    EWR  SDF     102.0       642  16.0    32.0  \n",
+       "272777  N755US    2179    LGA  DCA      38.0       214  16.0    45.0  \n",
+       "272784  N936XJ    3318    JFK  BUF      50.0       301  16.0    53.0  \n",
+       "272790  N18101    4576    EWR  GRR      92.0       605  16.0    56.0  \n",
+       "272792  N723MQ    3416    LGA  RDU      92.0       431  16.0    56.0  \n",
+       "272796   N3753       4    JFK  SJU     193.0      1598  16.0    59.0  \n",
+       "272801  N310NW    1373    JFK  MIA     136.0      1089  17.0     3.0  \n",
+       "272808  N3731T      31    JFK  SLC     264.0      1990  17.0    10.0  \n",
+       "272819  N3743H    1394    JFK  PDX     310.0      2454  17.0    14.0  \n",
+       "272821  N906XJ    3459    JFK  BNA     108.0       765  17.0    14.0  \n",
+       "272827  N753EV    5432    LGA  BNA     111.0       764  17.0    21.0  \n",
+       "272829  N501MQ    3694    EWR  ORD     107.0       719  17.0    22.0  \n",
+       "272835   N3752     706    JFK  AUS     201.0      1521  17.0    31.0  \n",
+       "272839  N26549    5841    EWR  STL     128.0       872  17.0    34.0  \n",
+       "272845  N16559    4702    EWR  GSO      78.0       445  17.0    37.0  \n",
+       "272847  N16976    4411    EWR  MEM     140.0       946  17.0    38.0  \n",
+       "272848  N925MQ    3231    JFK  PIT      62.0       340  17.0    40.0  \n",
+       "272854  N904XJ    3440    JFK  RDU      80.0       427  17.0    48.0  \n",
+       "272857  N828AS    5713    LGA  IAD      45.0       229  17.0    50.0  \n",
+       "272861  N723EV    5509    EWR  DTW      81.0       488  17.0    52.0  \n",
+       "272879  N362NB     402    JFK  BOS      34.0       187  18.0     4.0  \n",
+       "272883  N748EV    5601    LGA  CLT     111.0       544  18.0     7.0  \n",
+       "272885  N14173    4300    EWR  RIC      48.0       277  18.0     9.0  \n",
+       "272888  N821AY    4013    JFK  PHL      29.0        94  18.0    10.0  \n",
+       "272892  N902XJ    3310    JFK  MCI     154.0      1113  18.0    18.0  \n",
+       "272895  N570JB     327    EWR  MCO     127.0       937  18.0    19.0  \n",
+       "272905  N3732J    2459    JFK  MCO     120.0       944  18.0    25.0  \n",
+       "272906  N787SA     580    EWR  HOU     197.0      1411  18.0    25.0  \n",
+       "272908  N15912    4187    EWR  BNA     113.0       748  18.0    26.0  \n",
+       "272918  N77431    1580    EWR  LAS     300.0      2227  18.0    33.0  \n",
+       "272927  N16147    4091    EWR  IAD      49.0       212  18.0    40.0  \n",
+       "272929  N12922    4212    EWR  RDU      69.0       416  18.0    41.0  \n",
+       "272930  N14991    4511    EWR  ROC      40.0       246  18.0    42.0  \n",
+       "272938  N3HSAA     145    JFK  SAN     314.0      2446  18.0    51.0  \n",
+       "272948  N604LR    3540    JFK  MSP     140.0      1029  18.0    56.0  \n",
+       "272984  N599JB     305    EWR  FLL     138.0      1065  19.0    35.0  \n",
+       "272991  N8974C    3807    EWR  CVG      91.0       569  19.0    41.0  \n",
+       "273005  N14203    4453    EWR  MCI     156.0      1092  19.0    53.0  \n",
+       "273013  N8577D    4245    JFK  CHS      90.0       636  20.0     6.0  \n",
+       "273014  N755US    2187    LGA  DCA      47.0       214  20.0     7.0  \n",
+       "273015  N651MQ    3044    JFK  BWI      39.0       184  20.0     8.0  \n",
+       "273018  N11194    4131    EWR  RIC      49.0       277  20.0    12.0  \n",
+       "273036  N929XJ    3448    JFK  CVG      88.0       589  20.0    33.0  \n",
+       "273037  N326US    2041    JFK  ATL     107.0       760  20.0    34.0  \n",
+       "273038  N524JB     225    JFK  TPA     136.0      1005  20.0    36.0  \n",
+       "273042  N12163    4543    EWR  DSM     143.0      1017  20.0    44.0  \n",
+       "273047  N14158    4361    EWR  TYS      95.0       631  20.0    53.0  \n",
+       "273057  N27724    1128    LGA  ORD     105.0       733  21.0     1.0  \n",
+       "273074  N39463    1244    EWR  SJU     200.0      1608  21.0    14.0  \n",
+       "273078  N920XJ    3285    JFK  MSY     162.0      1182  21.0    23.0  \n",
+       "273092  N13718    1464    EWR  CLE      58.0       404  21.0    38.0  \n",
+       "273097  N723MQ    3603    LGA  DTW      81.0       502  21.0    57.0  \n",
+       "273101  N3AEMQ    3604    EWR  ORD      97.0       719  22.0    27.0  \n",
+       "273102  N15710    1680    EWR  MIA     140.0      1085  22.0    27.0  \n",
+       "273109  N12922    3267    EWR  ORF      49.0       284  23.0     7.0  \n",
+       "273111  N323AA     185    JFK  LAX     320.0      2475  23.0     9.0  \n",
+       "273112  N712JB     425    JFK  TPA     142.0      1005  23.0    19.0  \n",
+       "273114  N823UA     291    EWR  AUS     192.0      1504  23.0    28.0  \n",
+       "273115  N527JB    1083    JFK  MCO     141.0       944  23.0    29.0  \n",
+       "273116  N990DL     975    LGA  PIT      56.0       335  23.0    46.0  \n",
+       "273117  N523JB     623    JFK  LAX     322.0      2475  23.0    49.0  \n",
+       "273118  N748EV    5258    LGA  MHT      34.0       195  23.0    51.0  \n",
+       "273135  N334JB    2680    EWR  BOS      36.0       200   0.0     6.0  \n",
+       "273136  N15985    4695    EWR  MHT      38.0       209   0.0    31.0  \n",
+       "273137  N527JB     623    JFK  LAX     318.0      2475   2.0    50.0  \n",
+       "273301  N553UA     343    LGA  DEN     220.0      1620   7.0    56.0  \n",
+       "273407  N516MQ    3355    LGA  BNA     106.0       764   9.0    34.0  \n",
+       "273443  N13992    5827    EWR  RIC      58.0       277  10.0    24.0  \n",
+       "273505  N11536    4495    EWR  SAV     114.0       708  11.0    41.0  \n",
+       "273573  N532MQ    3546    LGA  MSP     143.0      1020  13.0     6.0  \n",
+       "273614  N14568    3838    EWR  ROC      40.0       246  14.0     0.0  \n",
+       "273625  N12126    4212    EWR  RDU      69.0       416  14.0    31.0  \n",
+       "273674  N22909    4633    EWR  BTV      42.0       266  15.0     2.0  \n",
+       "273677  N656JB     431    LGA  SRQ     152.0      1047  15.0     4.0  \n",
+       "273680  N710TW    1565    JFK  SFO     342.0      2586  15.0     7.0  \n",
+       "273685  N740UW    2177    LGA  DCA      47.0       214  15.0    14.0  \n",
+       "273697  N48901    4100    EWR  MEM     133.0       946  15.0    29.0  \n",
+       "273700  N658AW     688    EWR  PHX     279.0      2133  15.0    30.0  \n",
+       "273701  N16170    4193    EWR  MSP     144.0      1008  15.0    31.0  \n",
+       "273707  N236JB    2480    EWR  BOS      43.0       200  15.0    37.0  \n",
+       "273709  N302DQ     673    EWR  ATL     106.0       746  15.0    39.0  \n",
+       "273710  N21197    6054    EWR  IAD      45.0       212  15.0    41.0  \n",
+       "273719  N16149    4596    EWR  STL     120.0       872  15.0    47.0  \n",
+       "273724  N7734H    2261    EWR  PHX     290.0      2133  15.0    51.0  \n",
+       "273729  N416UA     314    EWR  CLE      58.0       404  15.0    57.0  \n",
+       "273732  N368JB     316    JFK  SYR      42.0       209  15.0    58.0  \n",
+       "273737  N17984    4572    EWR  GSP      90.0       594  16.0     2.0  \n",
+       "273743  N12957    4171    EWR  MSN     116.0       799  16.0     9.0  \n",
+       "273751  N14180    4377    EWR  JAX     124.0       820  16.0    16.0  \n",
+       "273757  N14573    6049    EWR  IAD      46.0       212  16.0    20.0  \n",
+       "273777  N13550    4580    EWR  MKE     109.0       725  16.0    35.0  \n",
+       "273780   N3765    2280    JFK  FLL     143.0      1069  16.0    43.0  \n",
+       "273798  N935XJ    3459    JFK  BNA     107.0       765  16.0    58.0  \n",
+       "273801  N3731T      31    JFK  SLC     282.0      1990  17.0     0.0  \n",
+       "273813  N901WN     216    EWR  MDW      99.0       711  17.0    12.0  \n",
+       "273816  N931XJ    3540    JFK  MSP     147.0      1029  17.0    16.0  \n",
+       "273824  N718EV    5199    LGA  CHS      98.0       641  17.0    23.0  \n",
+       "273830  N12996    4294    EWR  SAV     105.0       708  17.0    28.0  \n",
+       "273835  N11551    4336    EWR  ATL     110.0       746  17.0    35.0  \n",
+       "273837  N284JB     918    JFK  BOS      35.0       187  17.0    38.0  \n",
+       "273844  N75429    1037    EWR  SFO     357.0      2565  17.0    44.0  \n",
+       "273852  N15985    4702    EWR  GSO      79.0       445  17.0    53.0  \n",
+       "273866  N12922    4667    EWR  MSP     147.0      1008  18.0     3.0  \n",
+       "273867  N13965    4213    EWR  RDU      71.0       416  18.0     5.0  \n",
+       "273868  N13913    4352    EWR  CVG      89.0       569  18.0     8.0  \n",
+       "273870  N179JB    1185    JFK  RDU      69.0       427  18.0    12.0  \n",
+       "273875  N3HBAA    1999    EWR  MIA     138.0      1085  18.0    18.0  \n",
+       "273885  N724SW    2625    LGA  MDW     102.0       725  18.0    23.0  \n",
+       "273895  N493UA     736    EWR  PHX     279.0      2133  18.0    29.0  \n",
+       "273896  N265JB    2580    EWR  BOS      42.0       200  18.0    31.0  \n",
+       "273899  N717TW    1163    JFK  LAX     331.0      2475  18.0    34.0  \n",
+       "273904  N13988    4382    EWR  DTW      76.0       488  18.0    38.0  \n",
+       "273906  N664AW     449    EWR  CLT      79.0       529  18.0    41.0  \n",
+       "273908  N575UA     268    EWR  IAH     175.0      1400  18.0    44.0  \n",
+       "273911  N707TW    1543    JFK  SEA     332.0      2422  18.0    49.0  \n",
+       "273912  N11544    4092    EWR  DAY      76.0       533  18.0    50.0  \n",
+       "273914  N14974    4411    EWR  MEM     129.0       946  18.0    52.0  \n",
+       "273937  N11137    4091    EWR  IAD      44.0       212  19.0    11.0  \n",
+       "273939  N8674A    3932    EWR  CVG      85.0       569  19.0    12.0  \n",
+       "273945  N14173    4678    EWR  MSP     149.0      1008  19.0    18.0  \n",
+       "273946  N462UA     525    EWR  DEN     232.0      1605  19.0    18.0  \n",
+       "273949  N14568    5812    EWR  CHS      98.0       628  19.0    22.0  \n",
+       "273950  N434WN     345    LGA  DEN     234.0      1620  19.0    24.0  \n",
+       "273954  N584JB     327    EWR  MCO     126.0       937  19.0    28.0  \n",
+       "273959  N547JB     299    LGA  MCO     136.0       950  19.0    32.0  \n",
+       "273962  N13718    1686    EWR  BOS      38.0       200  19.0    36.0  \n",
+       "273963  N604LR    3448    JFK  CVG      88.0       589  19.0    37.0  \n",
+       "273965  N11536    3841    EWR  CVG      86.0       569  19.0    38.0  \n",
+       "273968  N12167    3854    EWR  ATL     103.0       746  19.0    41.0  \n",
+       "273972  N8710A    4245    JFK  CHS      95.0       636  19.0    43.0  \n",
+       "273976  N331NB     926    EWR  ATL     100.0       746  19.0    50.0  \n",
+       "273981  N532MQ    3674    LGA  CLE      64.0       419  19.0    56.0  \n",
+       "273984  N524MQ    3349    LGA  MSP     143.0      1020  19.0    59.0  \n",
+       "273985  N845UA     589    EWR  ORD     101.0       719  20.0     0.0  \n",
+       "273990  N791SW     542    LGA  MKE     104.0       738  20.0     8.0  \n",
+       "273991  N24211    1142    EWR  BOS      35.0       200  20.0     8.0  \n",
+       "273994  N27962    4202    EWR  STL     124.0       872  20.0    13.0  \n",
+       "273998  N408UA     664    EWR  TPA       NaN       997  20.0    20.0  \n",
+       "274005  N34460    1417    EWR  PBI     144.0      1023  20.0    24.0  \n",
+       "274007  N708JB     305    EWR  FLL     148.0      1065  20.0    27.0  \n",
+       "274010  N706TW    1465    JFK  SFO     339.0      2586  20.0    30.0  \n",
+       "274013  N3HLAA    1762    JFK  BOS      37.0       187  20.0    34.0  \n",
+       "274017  N368JB    1516    JFK  SYR      40.0       209  20.0    37.0  \n",
+       "274020  N924XJ    3443    JFK  RDU      73.0       427  20.0    43.0  \n",
+       "274021  N12163    4410    EWR  CAE      87.0       602  20.0    47.0  \n",
+       "274022  N902XJ    3385    JFK  BOS      39.0       187  20.0    48.0  \n",
+       "274026  N16981    4187    EWR  BNA     104.0       748  20.0    55.0  \n",
+       "274030  N14923    4434    EWR  CLT      79.0       529  20.0    59.0  \n",
+       "274037  N345NB    1091    JFK  SAT     205.0      1587  21.0    12.0  \n",
+       "274040  N717EV    5509    EWR  DTW      72.0       488  21.0    14.0  \n",
+       "274041  N12142    4300    EWR  RIC      65.0       277  21.0    15.0  \n",
+       "274043  N695CA    5454    EWR  DTW      70.0       488  21.0    17.0  \n",
+       "274045  N16951    4131    EWR  RIC      53.0       277  21.0    20.0  \n",
+       "274048  N339JB     418    JFK  BOS      36.0       187  21.0    28.0  \n",
+       "274054  N8492C    4079    JFK  BWI      38.0       184  21.0    35.0  \n",
+       "274055  N404WN    1271    EWR  MDW      99.0       711  21.0    35.0  \n",
+       "274059  N14188    4453    EWR  MCI     153.0      1092  21.0    38.0  \n",
+       "274063  N569UA     646    EWR  IAH     181.0      1400  21.0    47.0  \n",
+       "274064  N14953    4543    EWR  DSM     145.0      1017  21.0    48.0  \n",
+       "274065  N14148    4333    EWR  TUL     163.0      1215  21.0    49.0  \n",
+       "274067  N75433    1141    EWR  SFO     330.0      2565  21.0    51.0  \n",
+       "274068  N8771A    4033    LGA  TYS      87.0       647  21.0    53.0  \n",
+       "274070  N8758D    4218    JFK  PHL      28.0        94  21.0    57.0  \n",
+       "274071  N14950    4191    EWR  BNA     108.0       748  21.0    59.0  \n",
+       "274072  N12900    4152    EWR  ATL     103.0       746  22.0     0.0  \n",
+       "274074  N848MQ    3374    JFK  RDU      73.0       427  22.0     5.0  \n",
+       "274075  N852UA     291    EWR  AUS     193.0      1504  22.0     5.0  \n",
+       "274076  N656JB     499    LGA  MCO     131.0       950  22.0     6.0  \n",
+       "274078  N527MQ    3384    LGA  CLT      82.0       544  22.0    13.0  \n",
+       "274082  N934XJ    3470    JFK  CVG      82.0       589  22.0    27.0  \n",
+       "274083  N404UA     206    EWR  SEA     333.0      2402  22.0    28.0  \n",
+       "274084  N936XJ    3429    JFK  JAX     115.0       828  22.0    31.0  \n",
+       "274085  N355JB     702    JFK  BUF      56.0       301  22.0    33.0  \n",
+       "274086  N213WN     579    LGA  MDW      99.0       725  22.0    33.0  \n",
+       "274087  N929XJ    3395    JFK  DCA      37.0       213  22.0    34.0  \n",
+       "274089  N531MQ    3604    EWR  ORD     104.0       719  22.0    42.0  \n",
+       "274091  N16170    5804    EWR  OMA     165.0      1134  22.0    45.0  \n",
+       "274094  N416UA     462    EWR  IAH     167.0      1400  22.0    57.0  \n",
+       "274095  N14174    4370    EWR  CHS      92.0       628  22.0    58.0  \n",
+       "274096  N16571    4361    EWR  TYS      88.0       631  23.0     5.0  \n",
+       "274097  N16149    4498    EWR  PWM      46.0       284  23.0     5.0  \n",
+       "274098  N14171    4536    EWR  CVG      81.0       569  23.0     8.0  \n",
+       "274101  N12569    3830    EWR  RIC      49.0       277  23.0    12.0  \n",
+       "274103  N13992    3823    EWR  SDF      97.0       642  23.0    23.0  \n",
+       "274104  N14180    4672    EWR  STL     120.0       872  23.0    25.0  \n",
+       "274106  N13913    4351    EWR  JAX     116.0       820  23.0    26.0  \n",
+       "274107  N744EV    5169    LGA  BTV      40.0       258  23.0    27.0  \n",
+       "274108  N13965    3267    EWR  ORF      48.0       284  23.0    27.0  \n",
+       "274109  N598JB    1183    JFK  MCO     135.0       944  23.0    33.0  \n",
+       "274110  N753EV    5258    LGA  MHT      36.0       195  23.0    34.0  \n",
+       "274111  N368JB     775    JFK  MSY     151.0      1182  23.0    48.0  \n",
+       "274112  N635VA     415    JFK  LAX     320.0      2475  23.0    54.0  \n",
+       "274116  N11551    4700    EWR  CLT      75.0       529  23.0    57.0  \n",
+       "274317  N634JB      23    JFK  LAX     321.0      2475   8.0    14.0  \n",
+       "274330  N12563    4122    EWR  SDF      94.0       642   8.0    23.0  \n",
+       "274340  N11199    4522    EWR  BNA     103.0       748   8.0    28.0  \n",
+       "274348  N453UA     311    EWR  DEN     213.0      1605   8.0    32.0  \n",
+       "274379  N310NW    2190    JFK  MIA     140.0      1089   9.0     7.0  \n",
+       "274383  N11547    4104    EWR  CHS      95.0       628   9.0    11.0  \n",
+       "274388  N14974    4137    EWR  ATL     108.0       746   9.0    15.0  \n",
+       "274429  N721MQ    3272    LGA  CLE      60.0       419   9.0    58.0  \n",
+       "274432  N12135    4407    EWR  OMA     154.0      1134  10.0     3.0  \n",
+       "274460  N27200    4364    EWR  MCI     152.0      1092  10.0    38.0  \n",
+       "274505  N513MQ    3689    LGA  DTW      72.0       502  11.0    42.0  \n",
+       "274511  N709UW    1222    LGA  CLT      79.0       544  11.0    51.0  \n",
+       "274518  N357NB     867    JFK  BOS      50.0       187  11.0    53.0  \n",
+       "274538  N505MQ    3230    JFK  DCA      45.0       213  12.0     8.0  \n",
+       "274539  N3HRAA    1871    LGA  MIA     148.0      1096  12.0    10.0  \n",
+       "274548  N12922    5955    EWR  IND      93.0       645  12.0    34.0  \n",
+       "274567  N317US    2219    LGA  MSP     139.0      1020  12.0    56.0  \n",
+       "274584  N21197    4233    EWR  BTV      45.0       266  13.0    10.0  \n",
+       "274590  N582AA    1855    LGA  STL     122.0       888  13.0    15.0  \n",
+       "274612  N13994    4381    EWR  DTW      83.0       488  13.0    45.0  \n",
+       "274613  N16961    4679    EWR  JAX     114.0       820  13.0    47.0  \n",
+       "274652  N12552    4100    EWR  MEM     134.0       946  14.0    42.0  \n",
+       "274684  N11176    6054    EWR  IAD      42.0       212  14.0    56.0  \n",
+       "274704  N11547    5817    EWR  DCA      41.0       199  15.0    17.0  \n",
+       "274746  N357NB     127    JFK  DTW      78.0       509  15.0    58.0  \n",
+       "274769  N505MQ    3433    JFK  DCA      59.0       213  16.0    22.0  \n",
+       "274779  N13956    6002    EWR  SDF     102.0       642  16.0    32.0  \n",
+       "274781  N513MQ    3199    LGA  CLT      84.0       544  16.0    32.0  \n",
+       "274784  N909EV    5712    JFK  IAD      50.0       228  16.0    36.0  \n",
+       "274792  N754EV    5199    LGA  CHS      93.0       641  16.0    43.0  \n",
+       "274795  N555UA     257    JFK  SFO     357.0      2586  16.0    45.0  \n",
+       "274815  N969DL    1902    LGA  PBI     137.0      1035  17.0     2.0  \n",
+       "274817  N21197    4576    EWR  GRR      86.0       605  17.0     2.0  \n",
+       "274831  N3GKAA     763    LGA  DFW     189.0      1389  17.0    10.0  \n",
+       "274833  N944DN    1942    EWR  ATL     100.0       746  17.0    11.0  \n",
+       "274844  N525MQ    3357    LGA  ATL     112.0       762  17.0    25.0  \n",
+       "274846  N608JB    1117    LGA  TPA     137.0      1010  17.0    26.0  \n",
+       "274849  N27200    4328    EWR  MSY     155.0      1167  17.0    29.0  \n",
+       "274861  N13965    5841    EWR  STL     130.0       872  17.0    34.0  \n",
+       "274867  N717MQ    3411    LGA  RDU      69.0       431  17.0    41.0  \n",
+       "274882  N469AA    1507    EWR  DFW     188.0      1372  17.0    56.0  \n",
+       "274892  N8751D    4120    JFK  CLE      71.0       425  18.0     1.0  \n",
+       "274894  N14916    4300    EWR  RIC      47.0       277  18.0     8.0  \n",
+       "274901  N304JB     408    JFK  PWM      49.0       273  18.0    19.0  \n",
+       "274932  N37465    1161    EWR  SAN     313.0      2425  18.0    42.0  \n",
+       "274936  N942DL    2331    LGA  DTW      79.0       502  18.0    50.0  \n",
+       "274943  N5EGAA     257    JFK  LAS     297.0      2248  18.0    54.0  \n",
+       "274951  N13913    4224    EWR  MKE     110.0       725  19.0     1.0  \n",
+       "274970  N327AA     181    JFK  LAX     317.0      2475  19.0    24.0  \n",
+       "274979  N9EAMQ    3526    LGA  CMH      70.0       479  19.0    31.0  \n",
+       "274982  N13989    4202    EWR  STL     130.0       872  19.0    33.0  \n",
+       "274983  N363NB     926    EWR  ATL     109.0       746  19.0    34.0  \n",
+       "274984  N718EV    5207    LGA  BGR      55.0       378  19.0    35.0  \n",
+       "274995  N578UA     745    LGA  DEN     229.0      1620  19.0    41.0  \n",
+       "275002  N446UA     236    EWR  MIA     140.0      1085  19.0    47.0  \n",
+       "275021  N6704Z      83    JFK  MIA     132.0      1089  20.0     7.0  \n",
+       "275023  N14974    5824    EWR  ORF      50.0       284  20.0    12.0  \n",
+       "275031  N14179    4131    EWR  RIC      46.0       277  20.0    24.0  \n",
+       "275048  N923XJ    3542    JFK  MSP     147.0      1029  20.0    35.0  \n",
+       "275054  N505MQ    3535    JFK  CMH      69.0       483  20.0    49.0  \n",
+       "275063  N371CA    5268    LGA  CLT      77.0       544  20.0    59.0  \n",
+       "275066  N600LR    3285    JFK  MSY     158.0      1182  21.0     2.0  \n",
+       "275081  N597JB    1083    JFK  MCO     122.0       944  21.0    27.0  \n",
+       "275087  N960AT     485    LGA  CAK      61.0       397  21.0    32.0  \n",
+       "275094  N12157    5804    EWR  OMA     163.0      1134  21.0    39.0  \n",
+       "275106  N811UA     291    EWR  AUS     230.0      1504  21.0    55.0  \n",
+       "275107  N513MQ    3384    LGA  CLT      76.0       544  22.0     1.0  \n",
+       "275108  N763US    2191    LGA  DCA      38.0       214  22.0    11.0  \n",
+       "275110  N748EV    5254    LGA  DSM     145.0      1031  22.0    18.0  \n",
+       "275111  N14952    3830    EWR  RIC      47.0       277  22.0    22.0  \n",
+       "275120  N388DA    1729    JFK  LAS     296.0      2248  22.0    59.0  \n",
+       "275122  N184JB     702    JFK  BUF      55.0       301  23.0    29.0  \n",
+       "275123  N48901    4700    EWR  CLT      70.0       529  23.0    40.0  \n",
+       "275124  N577UA     372    LGA  CLE      62.0       419  23.0    45.0  \n",
+       "275125  N14974    3823    EWR  SDF      99.0       642  23.0    54.0  \n",
+       "275139  N629JB     623    JFK  LAX     331.0      2475   0.0    40.0  \n",
+       "275244  N519UA     244    LGA  IAH     187.0      1416   7.0    30.0  \n",
+       "275320  N667AW      71    EWR  PHX     281.0      2133   8.0    45.0  \n",
+       "275428  N560UA     580    JFK  SFO     336.0      2586  11.0     9.0  \n",
+       "275485  N184JB     116    JFK  SYR      40.0       209  12.0    35.0  \n",
+       "275491  N324JB    1307    JFK  IAD      43.0       228  12.0    43.0  \n",
+       "275511  N756US    1181    JFK  CLT      82.0       541  13.0     5.0  \n",
+       "275530  N391CA    5030    EWR  ATL     108.0       746  13.0    37.0  \n",
+       "275559  N122US    1437    EWR  CLT      85.0       529  14.0    32.0  \n",
+       "275560  N14120    1641    EWR  MCO     127.0       937  14.0    33.0  \n",
+       "275567  N14568    5857    EWR  MSN     114.0       799  14.0    42.0  \n",
+       "275568  N368JB     286    JFK  ROC      45.0       264  14.0    42.0  \n",
+       "275590  N835AS    5716    JFK  IAD      47.0       228  14.0    56.0  \n",
+       "275608  N16561    4471    EWR  CLT      86.0       529  15.0    11.0  \n",
+       "275616  N314NB    2247    LGA  ATL     112.0       762  15.0    16.0  \n",
+       "275624  N554WN      22    EWR  PHX     284.0      2133  15.0    24.0  \n",
+       "275644  N184JB     477    JFK  JAX     117.0       828  15.0    50.0  \n",
+       "275658  N932AT     604    LGA  ATL     117.0       762  16.0     1.0  \n",
+       "275672  N151UW    1543    LGA  CLT      81.0       544  16.0    17.0  \n",
+       "275682  N107US     802    EWR  CLT      81.0       529  16.0    24.0  \n",
+       "275698  N509MQ    3567    LGA  CLT      86.0       544  16.0    43.0  \n",
+       "275722  N801AY    4268    JFK  CLT      88.0       541  17.0     4.0  \n",
+       "275728  N769US     980    LGA  CLT      87.0       544  17.0    10.0  \n",
+       "275739  N395DN    1394    JFK  PDX     325.0      2454  17.0    20.0  \n",
+       "275747  N532MQ    3433    JFK  DCA      54.0       213  17.0    26.0  \n",
+       "275760  N355JB    2302    JFK  BUF      48.0       301  17.0    37.0  \n",
+       "275763  N417WN    2269    EWR  DEN     226.0      1605  17.0    38.0  \n",
+       "275769  N535MQ    3199    LGA  CLT      84.0       544  17.0    50.0  \n",
+       "275779  N463UA     433    LGA  IAH     197.0      1416  18.0     7.0  \n",
+       "275810  N14198    4252    EWR  IAD      41.0       212  18.0    42.0  \n",
+       "275812  N657AW     449    EWR  CLT      79.0       529  18.0    46.0  \n",
+       "275815  N838VA      27    JFK  SFO     352.0      2586  18.0    48.0  \n",
+       "275833  N47414    1626    EWR  SAN     319.0      2425  19.0    15.0  \n",
+       "275881  N605QX    5148    EWR  ATL     111.0       746  20.0    11.0  \n",
+       "275883  N167US    1004    LGA  CLT      84.0       544  20.0    13.0  \n",
+       "275888  N324JB    1119    JFK  CLT      82.0       541  20.0    22.0  \n",
+       "275889  N419US    1973    EWR  CLT      80.0       529  20.0    22.0  \n",
+       "275896  N317US    2019    LGA  MSP     133.0      1020  20.0    37.0  \n",
+       "275899  N715JB     669    JFK  SJC     345.0      2569  20.0    45.0  \n",
+       "275900  N605LR    3285    JFK  MSY     160.0      1182  20.0    47.0  \n",
+       "275909  N919XJ    3429    JFK  JAX     123.0       828  21.0     1.0  \n",
+       "275915  N694DL      87    JFK  SLC     264.0      1990  21.0    16.0  \n",
+       "275924  N355JB     201    JFK  FLL     141.0      1069  21.0    40.0  \n",
+       "275934  N179JB     618    JFK  BOS      39.0       187  22.0    33.0  \n",
+       "275949  N908MQ    3075    JFK  CVG      96.0       589   0.0     6.0  \n",
+       "275950  N553WN     579    LGA  MDW     106.0       725   0.0     9.0  \n",
+       "275951  N38467    1122    EWR  PBI     146.0      1023   0.0     9.0  \n",
+       "275952  N577UA     755    EWR  LAX     338.0      2454   0.0    12.0  \n",
+       "275953  N371CA    5169    LGA  BTV      41.0       258   0.0    13.0  \n",
+       "275954  N3EFAA     785    LGA  DFW     185.0      1389   0.0    16.0  \n",
+       "275955  N329NW    1854    LGA  FLL     145.0      1076   0.0    20.0  \n",
+       "275956  N16151    4204    EWR  OKC     186.0      1325   0.0    20.0  \n",
+       "275957  N910DL    1435    LGA  TPA     137.0      1010   0.0    22.0  \n",
+       "275958  N386DA    1485    LGA  MCO     125.0       950   0.0    29.0  \n",
+       "275959  N296JB     718    JFK  BOS      34.0       187   0.0    29.0  \n",
+       "275960  N233LV    1271    EWR  MDW     102.0       711   0.0    34.0  \n",
+       "275961  N951UW    2144    LGA  BOS      34.0       184   0.0    36.0  \n",
+       "275962  N363NB    2142    EWR  ATL     103.0       746   0.0    40.0  \n",
+       "275963  N709EV    5258    LGA  MHT      35.0       195   0.0    46.0  \n",
+       "275964  N18243    1259    LGA  IAH     189.0      1416   0.0    48.0  \n",
+       "275965  N11165    4695    EWR  MHT      37.0       209   0.0    51.0  \n",
+       "275966  N968DL     975    LGA  PIT      53.0       335   0.0    52.0  \n",
+       "275967  N900DE    2139    LGA  MIA     150.0      1096   1.0     5.0  \n",
+       "275968  N591JB     839    JFK  BQN     196.0      1576   1.0     8.0  \n",
+       "275969  N334JB     234    JFK  BTV      49.0       266   1.0    27.0  \n",
+       "275970  N35407    1682    EWR  FLL     146.0      1065   1.0    31.0  \n",
+       "275971  N907DL    1147    LGA  ATL     106.0       762   1.0    46.0  \n",
+       "275972  N597JB    1271    LGA  FLL     147.0      1076   1.0    46.0  \n",
+       "275973  N328JB     486    JFK  ROC      48.0       264   2.0     2.0  \n",
+       "275974  N516JB     499    LGA  MCO     127.0       950   2.0     9.0  \n",
+       "275975  N11119    4536    EWR  CVG      87.0       569   2.0    14.0  \n",
+       "275976  N762US    2191    LGA  DCA      40.0       214   2.0    14.0  \n",
+       "276224  N4XTAA     313    LGA  ORD     109.0       733  10.0    16.0  \n",
+       "276230  N623JB      63    JFK  SEA     316.0      2422  10.0    21.0  \n",
+       "276267  N820AS    5711    JFK  IAD      43.0       228  11.0     5.0  \n",
+       "276331  N968DL     954    LGA  FLL     151.0      1076  12.0    40.0  \n",
+       "276365  N247WN     114    LGA  MDW     107.0       725  13.0     7.0  \n",
+       "276411  N900DE    2098    LGA  MIA     155.0      1096  14.0    13.0  \n",
+       "276478  N11165    4419    EWR  MSY     175.0      1167  15.0    26.0  \n",
+       "276554  N595JB     301    JFK  FLL     145.0      1069  17.0     1.0  \n",
+       "276560  N27733    1211    EWR  AUS     221.0      1504  17.0     4.0  \n",
+       "276565  N929DL    1982    LGA  MIA     148.0      1096  17.0    12.0  \n",
+       "276582  N14242    1744    LGA  IAH     193.0      1416  17.0    28.0  \n",
+       "276589  N3746H     706    JFK  AUS     204.0      1521  17.0    39.0  \n",
+       "276591  N711MQ    3556    LGA  DTW      78.0       502  17.0    39.0  \n",
+       "276595  N645MQ    3202    JFK  IND     126.0       665  17.0    42.0  \n",
+       "276600  N354JB     918    JFK  BOS      34.0       187  17.0    47.0  \n",
+       "276601  N813UA     315    EWR  SAN     329.0      2425  17.0    47.0  \n",
+       "276604  N192JB    1105    JFK  ORD     112.0       740  17.0    51.0  \n",
+       "276608  N441WN    2261    EWR  PHX     292.0      2133  18.0     0.0  \n",
+       "276618  N11547    5978    EWR  ROC      42.0       246  18.0    21.0  \n",
+       "276619  N905XJ    3325    JFK  DFW     196.0      1391  18.0    21.0  \n",
+       "276620  N24706    1150    EWR  ORD     104.0       719  18.0    23.0  \n",
+       "276623  N578UA     222    EWR  LAX     315.0      2454  18.0    28.0  \n",
+       "276629  N597UA     512    JFK  SFO     356.0      2586  18.0    37.0  \n",
+       "276630  N8611A    3926    JFK  SDF       NaN       662  18.0    39.0  \n",
+       "276631  N17146    4576    EWR  GRR      93.0       605  18.0    42.0  \n",
+       "276633  N3737C    2231    LGA  DTW      75.0       502  18.0    49.0  \n",
+       "276637  N8943A    4120    JFK  CLE      76.0       425  18.0    51.0  \n",
+       "276641  N293WN     493    LGA  STL     140.0       888  18.0    55.0  \n",
+       "276643  N913DL    1499    LGA  ATL     112.0       762  18.0    58.0  \n",
+       "276645  N73445    1266    EWR  LAX     325.0      2454  18.0    58.0  \n",
+       "276649  N47414    1284    EWR  SFO     352.0      2565  19.0     4.0  \n",
+       "276650  N19966    3833    EWR  CVG      99.0       569  19.0     6.0  \n",
+       "276651  N481WN    1795    LGA  MDW     107.0       725  19.0     8.0  \n",
+       "276654  N216FR     837    LGA  DEN     224.0      1620  19.0    20.0  \n",
+       "276655  N735SA     216    EWR  MDW     102.0       711  19.0    24.0  \n",
+       "276656  N394DA     884    LGA  DEN     230.0      1620  19.0    25.0  \n",
+       "276660  N656AW     681    EWR  PHX     308.0      2133  19.0    30.0  \n",
+       "276662  N11119    4701    EWR  CMH      73.0       463  19.0    40.0  \n",
+       "276663  N3FYAA    1901    JFK  IAH     200.0      1417  19.0    42.0  \n",
+       "276664  N13718    1248    EWR  BOS      35.0       200  19.0    42.0  \n",
+       "276666  N29917    4187    EWR  BNA     116.0       748  19.0    49.0  \n",
+       "276667  N518UA     535    JFK  LAX     331.0      2475  19.0    55.0  \n",
+       "276668  N725MQ    3486    LGA  BNA     120.0       764  19.0    56.0  \n",
+       "276669  N335AA     177    JFK  SFO     372.0      2586  19.0    57.0  \n",
+       "276671  N32404    1141    EWR  SFO     374.0      2565  19.0    59.0  \n",
+       "276673  N12552    4411    EWR  MEM     146.0       946  20.0     0.0  \n",
+       "276674  N18120    4195    EWR  BNA     111.0       748  20.0     2.0  \n",
+       "276675  N13975    4092    EWR  DAY      83.0       533  20.0     5.0  \n",
+       "276676  N661MQ    2793    JFK  CMH      98.0       483  20.0     7.0  \n",
+       "276678  N567UA     207    EWR  SFO     346.0      2565  20.0     7.0  \n",
+       "276679  N601MQ    3044    JFK  BWI      47.0       184  20.0    10.0  \n",
+       "276682  N448UA     664    EWR  TPA     136.0       997  20.0    16.0  \n",
+       "276684  N3JTAA     119    EWR  LAX     326.0      2454  20.0    20.0  \n",
+       "276686  N715JB    1013    JFK  LGB     351.0      2465  20.0    24.0  \n",
+       "276688  N640VA      29    JFK  SFO     363.0      2586  20.0    26.0  \n",
+       "276689  N258JB     201    JFK  FLL     154.0      1069  20.0    28.0  \n",
+       "276692  N360NB    1091    JFK  SAT     216.0      1587  20.0    30.0  \n",
+       "276694  N12900    4352    EWR  CVG      88.0       569  20.0    34.0  \n",
+       "276695  N73259    1222    EWR  LAS     306.0      2227  20.0    36.0  \n",
+       "276696  N555UA     389    JFK  SFO     362.0      2586  20.0    37.0  \n",
+       "276698  N3751B    2454    JFK  DEN     221.0      1626  20.0    39.0  \n",
+       "276700  N584JB    1117    LGA  TPA     142.0      1010  20.0    42.0  \n",
+       "276701  N3JNAA     269    JFK  SEA     330.0      2422  20.0    43.0  \n",
+       "276702  N398DA    2007    JFK  PDX     327.0      2454  20.0    46.0  \n",
+       "276704  N472UA     485    EWR  DEN     218.0      1605  20.0    49.0  \n",
+       "276705  N17185    4543    EWR  DSM     143.0      1017  20.0    50.0  \n",
+       "276707  N11189    4131    EWR  RIC      53.0       277  20.0    51.0  \n",
+       "276709  N3771K    1629    JFK  LAS     311.0      2248  20.0    59.0  \n",
+       "276711  N819AY    4245    JFK  CHS       NaN       636  20.0    59.0  \n",
+       "276713  N37420    1712    EWR  IAH     185.0      1400  21.0     1.0  \n",
+       "276715  N820AS    5714    JFK  IAD      67.0       228  21.0     4.0  \n",
+       "276716  N197PQ    5454    EWR  DTW      84.0       488  21.0     7.0  \n",
+       "276717  N522VA     193    EWR  SFO     360.0      2565  21.0     7.0  \n",
+       "276720  N236JB    2580    EWR  BOS      35.0       200  21.0    12.0  \n",
+       "276722  N76529    1532    EWR  SFO     344.0      2565  21.0    13.0  \n",
+       "276723  N454UA     604    EWR  IAH     184.0      1400  21.0    14.0  \n",
+       "276724  N3EVAA    1762    JFK  BOS      35.0       187  21.0    15.0  \n",
+       "276725  N722TW    1643    JFK  SEA     325.0      2422  21.0    16.0  \n",
+       "276726  N964AT     778    LGA  ATL     111.0       762  21.0    16.0  \n",
+       "276728  N37274    1555    EWR  SAN     317.0      2425  21.0    19.0  \n",
+       "276729  N283JB     408    JFK  PWM      46.0       273  21.0    20.0  \n",
+       "276731  N500MQ    3694    EWR  ORD     126.0       719  21.0    24.0  \n",
+       "276733  N57852    1165    EWR  LAX     320.0      2454  21.0    29.0  \n",
+       "276735  N639VA     415    JFK  LAX     347.0      2475  21.0    33.0  \n",
+       "276736  N691CA    4969    LGA  MHT      34.0       195  21.0    36.0  \n",
+       "276738  N22971    4224    EWR  MKE     108.0       725  21.0    38.0  \n",
+       "276741  N565UW     894    LGA  CLT      88.0       544  21.0    45.0  \n",
+       "276742  N504MQ    3526    LGA  CMH      74.0       479  21.0    46.0  \n",
+       "276745  N77530    1071    EWR  BQN     200.0      1585  21.0    50.0  \n",
+       "276746  N13750    1464    EWR  CLE      69.0       404  21.0    54.0  \n",
+       "276747  N600LR    3525    JFK  ORD     124.0       740  21.0    55.0  \n",
+       "276748  N186US    1857    LGA  CLT      91.0       544  21.0    55.0  \n",
+       "276749  N179UW    1973    EWR  CLT      93.0       529  21.0    55.0  \n",
+       "276750  N950WN      19    EWR  STL     126.0       872  21.0    56.0  \n",
+       "276751  N633JB     305    EWR  FLL     165.0      1065  21.0    57.0  \n",
+       "276752  N27200    6120    LGA  CLE      75.0       419  21.0    58.0  \n",
+       "276753  N37464    1292    EWR  FLL     156.0      1065  22.0     2.0  \n",
+       "276754  N3CRAA    1709    LGA  MIA     151.0      1096  22.0     3.0  \n",
+       "276755  N509MQ    3535    JFK  CMH      79.0       483  22.0     3.0  \n",
+       "276756  N332AA      21    JFK  LAX     315.0      2475  22.0     4.0  \n",
+       "276758  N21130    5804    EWR  OMA     160.0      1134  22.0     7.0  \n",
+       "276759  N914XJ    3285    JFK  MSY     162.0      1182  22.0    10.0  \n",
+       "276761  N817MQ    3374    JFK  RDU      73.0       427  22.0    11.0  \n",
+       "276762  N919XJ    3385    JFK  BOS       NaN       187  22.0    13.0  \n",
+       "276763  N721MQ    3591    LGA  RDU      73.0       431  22.0    15.0  \n",
+       "276764  N738MQ    3603    LGA  DTW      77.0       502  22.0    16.0  \n",
+       "276765  N835AS    5769    LGA  IAD      54.0       229  22.0    17.0  \n",
+       "276766  N11121    4700    EWR  CLT      85.0       529  22.0    20.0  \n",
+       "276767  N779JB    1103    JFK  SJU     208.0      1598  22.0    20.0  \n",
+       "276768  N14214    1163    EWR  BOS      37.0       200  22.0    21.0  \n",
+       "276769  N244WN     580    EWR  HOU     186.0      1411  22.0    22.0  \n",
+       "276770  N11194    4370    EWR  CHS      99.0       628  22.0    23.0  \n",
+       "276771  N443UA     994    EWR  BOS      37.0       200  22.0    24.0  \n",
+       "276772  N328NB    1715    LGA  MSY     160.0      1183  22.0    29.0  \n",
+       "276774  N33294    1448    EWR  MCO     133.0       937  22.0    30.0  \n",
+       "276776  N439UA     291    EWR  ORD     104.0       719  22.0    32.0  \n",
+       "276778  N228JB    2680    EWR  BOS      38.0       200  22.0    37.0  \n",
+       "276779  N369NW    2019    LGA  MSP     141.0      1020  22.0    41.0  \n",
+       "276781  N560UA     771    JFK  LAX     350.0      2475  22.0    45.0  \n",
+       "276782  N373JB    1677    JFK  JAX     120.0       828  22.0    49.0  \n",
+       "276783  N613JB    1183    JFK  MCO     136.0       944  22.0    49.0  \n",
+       "276784  N21537    4361    EWR  TYS      95.0       631  22.0    51.0  \n",
+       "276786  N376DA    1729    JFK  LAS     304.0      2248  22.0    57.0  \n",
+       "276787  N38458    1680    EWR  MIA     151.0      1085  22.0    58.0  \n",
+       "276788  N565AA    1691    EWR  DFW     182.0      1372  22.0    59.0  \n",
+       "276789  N524UA     695    LGA  ORD     105.0       733  23.0     0.0  \n",
+       "276791  N320AA     185    JFK  LAX     347.0      2475  23.0     4.0  \n",
+       "276792  N11191    4333    EWR  TUL     172.0      1215  23.0     6.0  \n",
+       "276793  N477AA     363    LGA  ORD     106.0       733  23.0     8.0  \n",
+       "276794  N346JB     618    JFK  BOS       NaN       187  23.0     8.0  \n",
+       "276795  N36476    1524    EWR  MIA     153.0      1085  23.0    16.0  \n",
+       "276797  N36447    1611    EWR  IAH     190.0      1400  23.0    20.0  \n",
+       "276798  N3CHAA     361    LGA  ORD     104.0       733  23.0    23.0  \n",
+       "276799  N193JB     775    JFK  MSY     165.0      1182  23.0    26.0  \n",
+       "276800  N75429    1244    EWR  SJU     200.0      1608  23.0    30.0  \n",
+       "276801  N515AA     359    LGA  ORD     106.0       733  23.0    32.0  \n",
+       "276802  N247WN    2603    LGA  BNA     113.0       764  23.0    32.0  \n",
+       "276803  N807MQ    3621    JFK  DCA      51.0       213  23.0    33.0  \n",
+       "276804  N14542    3267    EWR  ORF      62.0       284  23.0    37.0  \n",
+       "276805  N153DL    2363    JFK  LAX     327.0      2475  23.0    40.0  \n",
+       "276806  N324NB     926    EWR  ATL     104.0       746  23.0    40.0  \n",
+       "276808  N78448    1581    EWR  SEA     319.0      2402  23.0    42.0  \n",
+       "276809  N16703    1078    EWR  SAT     208.0      1569  23.0    44.0  \n",
+       "276810  N975DL     947    LGA  ATL     116.0       762  23.0    54.0  \n",
+       "276811  N37287    1615    EWR  AUS     193.0      1504  23.0    56.0  \n",
+       "276812  N945DL    1247    LGA  ATL     107.0       762  24.0     0.0  \n",
+       "276879  N216JB     718    JFK  BOS      34.0       187   3.0    10.0  \n",
+       "277006  N370NB    1279    LGA  MEM     134.0       963   7.0    42.0  \n",
+       "277012  N818UA     604    EWR  SFO     350.0      2565   7.0    49.0  \n",
+       "277014  N3JLAA    1895    EWR  MIA     153.0      1085   7.0    52.0  \n",
+       "277036  N53442    1701    EWR  FLL     155.0      1065   7.0    59.0  \n",
+       "277074  N632JB     453    JFK  PBI     143.0      1028   8.0    31.0  \n",
+       "277081  N13979    5813    EWR  DTW      85.0       488   8.0    45.0  \n",
+       "277133  N735SA     163    LGA  HOU     192.0      1428   9.0    39.0  \n",
+       "277145  N3771K     857    JFK  SAN     315.0      2446   9.0    51.0  \n",
+       "277147  N170US    1509    EWR  CLT      81.0       529   9.0    53.0  \n",
+       "277160  N381DN     301    JFK  SJU     206.0      1598  10.0     5.0  \n",
+       "277170  N914WN    3841    EWR  MDW     100.0       711  10.0    23.0  \n",
+       "277171  N409UA     691    EWR  MCO     121.0       937  10.0    23.0  \n",
+       "277190  N134EV    5222    EWR  DTW      75.0       488  10.0    39.0  \n",
+       "277192  N161UW    1733    LGA  CLT      86.0       544  10.0    41.0  \n",
+       "277210  N23707    1058    LGA  IAH     189.0      1416  11.0     4.0  \n",
+       "277221  N535MQ    3670    LGA  BNA     106.0       764  11.0    22.0  \n",
+       "277222  N579UA     387    EWR  LAX     322.0      2454  11.0    22.0  \n",
+       "277227  N523MQ    3689    LGA  DTW      77.0       502  11.0    28.0  \n",
+       "277228  N615QX    4952    LGA  CLT      87.0       544  11.0    34.0  \n",
+       "277235  N36476    1677    EWR  SFO     336.0      2565  11.0    46.0  \n",
+       "277261  N709EV    5299    LGA  MEM     132.0       963  12.0     4.0  \n",
+       "277265  N425UA     349    LGA  IAH     183.0      1416  12.0     9.0  \n",
+       "277266  N546MQ    3709    EWR  ORD     104.0       719  12.0    15.0  \n",
+       "277272  N78506    1257    LGA  IAH     183.0      1416  12.0    29.0  \n",
+       "277291  N500MQ    3718    EWR  ORD     107.0       719  12.0    48.0  \n",
+       "277300  N509MQ    3546    LGA  MSP     145.0      1020  12.0    53.0  \n",
+       "277305  N807MQ    3386    JFK  DCA      48.0       213  12.0    57.0  \n",
+       "277319  N850UA     255    LGA  ORD     108.0       733  13.0    14.0  \n",
+       "277320  N371CA    4974    LGA  BTV      37.0       258  13.0    15.0  \n",
+       "277330  N27213    1519    EWR  MCO     134.0       937  13.0    26.0  \n",
+       "277336  N505MQ    3230    JFK  DCA      46.0       213  13.0    35.0  \n",
+       "277342  N665DN    1947    LGA  ATL     105.0       762  13.0    41.0  \n",
+       "277426  N358JB    2480    EWR  BOS      39.0       200  15.0    14.0  \n",
+       "277430  N469AA     337    LGA  ORD     108.0       733  15.0    17.0  \n",
+       "277457  N14542    4596    EWR  STL     132.0       872  15.0    42.0  \n",
+       "277459  N33264    1152    EWR  LAX     317.0      2454  15.0    44.0  \n",
+       "277528  N523MQ    3199    LGA  CLT      84.0       544  16.0    54.0  \n",
+       "277530  N345NB    1705    LGA  MSY     155.0      1183  16.0    56.0  \n",
+       "277544  N627JB    1171    LGA  FLL     155.0      1076  17.0     2.0  \n",
+       "277560  N912XJ    3540    JFK  MSP     151.0      1029  17.0     9.0  \n",
+       "277567  N33209    1242    EWR  FLL     152.0      1065  17.0    13.0  \n",
+       "277570  N505MQ    3433    JFK  DCA      49.0       213  17.0    15.0  \n",
+       "277573  N14704    1638    EWR  CLE      62.0       404  17.0    20.0  \n",
+       "277588  N535MQ    3357    LGA  ATL     104.0       762  17.0    28.0  \n",
+       "277602  N474UA     405    LGA  DEN     226.0      1620  17.0    40.0  \n",
+       "277603  N755EV    5091    LGA  PIT      54.0       335  17.0    41.0  \n",
+       "277625  N921DL     781    LGA  ATL     105.0       762  18.0    13.0  \n",
+       "277631  N594JB    1117    LGA  TPA     138.0      1010  18.0    19.0  \n",
+       "277644  N854VA      27    JFK  SFO     366.0      2586  18.0    28.0  \n",
+       "277657  N203FR     837    LGA  DEN     229.0      1620  18.0    46.0  \n",
+       "277666  N461WN    2625    LGA  MDW     115.0       725  18.0    53.0  \n",
+       "277683  N530US      61    LGA  ATL     104.0       762  19.0     9.0  \n",
+       "277687  N587JB     327    EWR  MCO     126.0       937  19.0    11.0  \n",
+       "277694  N709EV    4978    LGA  CLT      87.0       544  19.0    24.0  \n",
+       "277705  N431WN    2603    LGA  BNA     113.0       764  19.0    30.0  \n",
+       "277706  N329AA     177    JFK  SFO     355.0      2586  19.0    31.0  \n",
+       "277715  N5PBMQ    3526    LGA  CMH      70.0       479  19.0    38.0  \n",
+       "277716  N522VA     193    EWR  SFO     361.0      2565  19.0    39.0  \n",
+       "277720  N547UA     278    EWR  IAH     171.0      1400  19.0    43.0  \n",
+       "277733  N509MQ    3349    LGA  MSP     149.0      1020  20.0     0.0  \n",
+       "277736  N910DL     947    LGA  ATL     102.0       762  20.0     3.0  \n",
+       "277737  N174US    1473    LGA  CLT      73.0       544  20.0     3.0  \n",
+       "277738  N53442    1684    EWR  MIA     166.0      1085  20.0     4.0  \n",
+       "277741  N484UA     664    EWR  TPA     133.0       997  20.0     5.0  \n",
+       "277745  N582AA    2019    LGA  STL     127.0       888  20.0    10.0  \n",
+       "277747  N446UA     525    EWR  DEN     211.0      1605  20.0    13.0  \n",
+       "277763  N6EAMQ    3535    JFK  CMH      68.0       483  20.0    39.0  \n",
+       "277766  N388DA    2159    JFK  MCO     124.0       944  20.0    44.0  \n",
+       "277769  N847UA     331    EWR  PDX     328.0      2434  20.0    48.0  \n",
+       "277776  N966DL    1435    LGA  TPA     135.0      1010  20.0    54.0  \n",
+       "277778  N625VA      29    JFK  SFO     370.0      2586  20.0    54.0  \n",
+       "277779  N369NW    1854    LGA  FLL     157.0      1076  20.0    57.0  \n",
+       "277788  N249JB     418    JFK  BOS      41.0       187  21.0     4.0  \n",
+       "277790  N589JB     415    JFK  SFO     363.0      2586  21.0     7.0  \n",
+       "277793  N760EV    4969    LGA  MHT      32.0       195  21.0    12.0  \n",
+       "277798  N601LR    3285    JFK  MSY     149.0      1182  21.0    16.0  \n",
+       "277803  N963DL    2139    LGA  MIA     137.0      1096  21.0    21.0  \n",
+       "277814  N329JB     201    JFK  FLL     146.0      1069  21.0    33.0  \n",
+       "277816  N3755D     245    JFK  PHX     282.0      2153  21.0    36.0  \n",
+       "277821  N27724    1464    EWR  CLE      60.0       404  21.0    42.0  \n",
+       "277823  N913DL     847    LGA  ATL     100.0       762  21.0    44.0  \n",
+       "277824  N569JB     915    JFK  SFO     347.0      2586  21.0    45.0  \n",
+       "277828  N595JB     135    JFK  PHX     282.0      2153  21.0    53.0  \n",
+       "277829  N598JB     165    JFK  PDX     329.0      2454  21.0    54.0  \n",
+       "277836  N216JB    1202    JFK  BUF      54.0       301  22.0     4.0  \n",
+       "277837  N381DN    2007    JFK  PDX     338.0      2454  22.0    10.0  \n",
+       "277839  N906DL    1585    LGA  MCO     121.0       950  22.0    30.0  \n",
+       "277840  N13958    3823    EWR  SDF     105.0       642  22.0    33.0  \n",
+       "277841  N523MQ    3384    LGA  CLT      75.0       544  22.0    36.0  \n",
+       "277843  N807JB    1103    JFK  SJU     217.0      1598  22.0    38.0  \n",
+       "277849  N521JB    1201    JFK  FLL     140.0      1069  22.0    43.0  \n",
+       "277851  N25134    4333    EWR  TUL     174.0      1215  22.0    53.0  \n",
+       "277854  N632JB    1371    LGA  FLL     142.0      1076  23.0    14.0  \n",
+       "278017  N13903    4122    EWR  SDF     108.0       642   7.0    44.0  \n",
+       "278130  N768JB     901    JFK  FLL     134.0      1069   9.0    13.0  \n",
+       "278158  N6EAMQ    3407    LGA  CMH      72.0       479   9.0    50.0  \n",
+       "278218  N702UW    1429    LGA  CLT      79.0       544  10.0    59.0  \n",
+       "278278  N190JB     518    JFK  BOS      40.0       187  12.0     4.0  \n",
+       "278281  N629VA      23    JFK  SFO     361.0      2586  12.0     8.0  \n",
+       "278335  N537UA     806    EWR  LAX     331.0      2454  13.0    28.0  \n",
+       "278349  N840VA      11    JFK  SFO     347.0      2586  13.0    44.0  \n",
+       "278356  N851MQ    3361    JFK  RDU      72.0       427  13.0    52.0  \n",
+       "278357  N910XJ    3319    JFK  BUF      59.0       301  13.0    53.0  \n",
+       "278371  N29917    5796    EWR  CLT      77.0       529  14.0    15.0  \n",
+       "278372  N716EV    5545    EWR  DTW      77.0       488  14.0    16.0  \n",
+       "278385  N68452    1070    EWR  SFO     332.0      2565  14.0    29.0  \n",
+       "278395  N946AT     348    LGA  ATL     102.0       762  14.0    41.0  \n",
+       "278450  N14573    3836    EWR  CVG      91.0       569  15.0    22.0  \n",
+       "278468  N12564    4103    EWR  DCA      39.0       199  15.0    37.0  \n",
+       "278502  N247JB     575    JFK  MSY     155.0      1182  16.0     1.0  \n",
+       "278515  N833AS    5713    LGA  IAD      42.0       229  16.0    14.0  \n",
+       "278546  N26123    1600    EWR  LAX     341.0      2454  16.0    41.0  \n",
+       "278550  N14950    4682    EWR  SDF     108.0       642  16.0    48.0  \n",
+       "278582  N13958    4502    EWR  BNA     113.0       748  17.0    14.0  \n",
+       "278587  N424AA     343    LGA  ORD     110.0       733  17.0    18.0  \n",
+       "278639  N747UW    2183    LGA  DCA      40.0       214  18.0     8.0  \n",
+       "278641  N16234    1424    LGA  ORD     111.0       733  18.0    11.0  \n",
+       "278650  N448UA     350    EWR  PHX     281.0      2133  18.0    18.0  \n",
+       "278659  N475UA     608    EWR  ORD     100.0       719  18.0    22.0  \n",
+       "278674  N29917    4382    EWR  DTW      85.0       488  18.0    35.0  \n",
+       "278693  N664AW     681    EWR  PHX     275.0      2133  18.0    57.0  \n",
+       "278701  N15980    5812    EWR  CHS      87.0       628  19.0     2.0  \n",
+       "278710  N6703D      61    LGA  ATL     104.0       762  19.0    11.0  \n",
+       "278741  N320AA     177    JFK  SFO     342.0      2586  19.0    44.0  \n",
+       "278767  N14179    4453    EWR  MCI     156.0      1092  20.0     9.0  \n",
+       "278769  N292JB    1407    JFK  IAD      43.0       228  20.0    16.0  \n",
+       "278774  N646JB     415    JFK  SFO     352.0      2586  20.0    22.0  \n",
+       "278775  N560UA     389    JFK  SFO     350.0      2586  20.0    22.0  \n",
+       "278790  N807UA     312    EWR  PDX     330.0      2434  20.0    36.0  \n",
+       "278792  N827AS    5714    JFK  IAD      44.0       228  20.0    51.0  \n",
+       "278808  N838VA      27    JFK  SFO     359.0      2586  21.0     0.0  \n",
+       "278838  N496UA     436    EWR  SEA     319.0      2402  21.0    46.0  \n",
+       "278839  N16170    5804    EWR  OMA     154.0      1134  21.0    47.0  \n",
+       "278841  N628VA      29    JFK  SFO     358.0      2586  21.0    47.0  \n",
+       "278844  N132EV    5268    LGA  CLT      75.0       544  21.0    57.0  \n",
+       "278847  N528VA     193    EWR  SFO     347.0      2565  22.0     5.0  \n",
+       "278849  N12569    4536    EWR  CVG      90.0       569  22.0    12.0  \n",
+       "278850  N621JB    1505    JFK  ABQ     246.0      1826  22.0    12.0  \n",
+       "278853  N901XJ    3385    JFK  BOS      36.0       187  22.0    48.0  \n",
+       "278856  N524JB    1183    JFK  MCO     120.0       944  22.0    58.0  \n",
+       "278876  N806JB     745    JFK  PSE     199.0      1617   1.0    32.0  \n",
+       "279138  N249JB    2180    EWR  BOS      35.0       200   9.0    24.0  \n",
+       "279142  N3730B     857    JFK  SAN     309.0      2446   9.0    29.0  \n",
+       "279218  N502UA     642    JFK  SFO     348.0      2586  11.0     2.0  \n",
+       "279245  N807MQ    3363    JFK  RDU      65.0       427  11.0    35.0  \n",
+       "279252  N642VA      23    JFK  SFO     344.0      2586  11.0    48.0  \n",
+       "279377  N587JB     553    JFK  PBI     136.0      1028  14.0    20.0  \n",
+       "279424  N339AA     117    JFK  LAX     317.0      2475  14.0    59.0  \n",
+       "279444  N11140    4193    EWR  MSP     148.0      1008  15.0    17.0  \n",
+       "279449  N332AA     179    JFK  SFO     356.0      2586  15.0    23.0  \n",
+       "279471  N15572    4103    EWR  DCA      40.0       199  15.0    42.0  \n",
+       "279498  N292JB     575    JFK  MSY     155.0      1182  15.0    59.0  \n",
+       "279512  N418UA     685    LGA  ORD     112.0       733  16.0     7.0  \n",
+       "279527  N913XJ    3393    JFK  DCA      38.0       213  16.0    24.0  \n",
+       "279529  N665JB     703    JFK  SJU     195.0      1598  16.0    26.0  \n",
+       "279537  N10575    6002    EWR  SDF     103.0       642  16.0    30.0  \n",
+       "279542  N712JB    1729    JFK  RSW     144.0      1074  16.0    37.0  \n",
+       "279552  N11539    4580    EWR  MKE     111.0       725  16.0    49.0  \n",
+       "279623  N4YEAA     343    LGA  ORD     110.0       733  17.0    47.0  \n",
+       "279624  N21537    4511    EWR  ROC      42.0       246  17.0    50.0  \n",
+       "279635  N14907    4411    EWR  MEM     137.0       946  17.0    58.0  \n",
+       "279651  N3GDAA    1711    JFK  ORD     116.0       740  18.0    14.0  \n",
+       "279690  N37462    1266    EWR  LAX     319.0      2454  18.0    50.0  \n",
+       "279726  N19141    1695    EWR  IAH     177.0      1400  19.0    24.0  \n",
+       "279731  N33714    1625    EWR  DEN     218.0      1605  19.0    27.0  \n",
+       "279764  N296JB    1202    JFK  BUF      55.0       301  19.0    59.0  \n",
+       "279767  N38454    1037    EWR  SFO     361.0      2565  20.0     2.0  \n",
+       "279778  N38257    1259    LGA  IAH     179.0      1416  20.0    15.0  \n",
+       "279789  N27421    1141    EWR  SFO     339.0      2565  20.0    26.0  \n",
+       "279795  N921XJ    3472    JFK  DTW      77.0       509  20.0    36.0  \n",
+       "279796  N913XJ    3385    JFK  BOS      44.0       187  20.0    38.0  \n",
+       "279799  N919DL      83    JFK  MIA     144.0      1089  20.0    44.0  \n",
+       "279821  N231JB     418    JFK  BOS      40.0       187  21.0     4.0  \n",
+       "279825  N15980    4361    EWR  TYS      88.0       631  21.0    13.0  \n",
+       "279853  N633JB     105    JFK  ORD     114.0       740  22.0     4.0  \n",
+       "279854  N503JB    1295    JFK  AUS     199.0      1521  22.0     5.0  \n",
+       "279858  N924XJ    3395    JFK  DCA      40.0       213  22.0    22.0  \n",
+       "279859  N748EV    5454    EWR  DTW      74.0       488  22.0    25.0  \n",
+       "279860  N998DL    1902    LGA  PBI     138.0      1035  22.0    31.0  \n",
+       "279864  N519JB      97    JFK  DEN     228.0      1626  22.0    42.0  \n",
+       "279868  N563JB     165    JFK  PDX     338.0      2454  23.0    25.0  \n",
+       "279870  N296JB    1816    JFK  SYR      40.0       209  23.0    52.0  \n",
+       "279875  N618JB    1371    LGA  FLL     149.0      1076   0.0    12.0  \n",
+       "279877  N589JB    1183    JFK  MCO     127.0       944   0.0    22.0  \n",
+       "279878  N520JB     165    JFK  PDX     342.0      2454   0.0    26.0  \n",
+       "279880  N821JB    1203    JFK  SJU     198.0      1598   0.0    33.0  \n",
+       "279881  N507JB     623    JFK  LAX     328.0      2475   0.0    44.0  \n",
+       "279883  N324JB     108    JFK  PWM      49.0       273   0.0    47.0  \n",
+       "279884  N281JB     718    JFK  BOS      40.0       187   0.0    50.0  \n",
+       "279885  N328JB    2002    JFK  BUF      51.0       301   0.0    57.0  \n",
+       "279886  N318JB    1816    JFK  SYR      38.0       209   1.0     6.0  \n",
+       "280141  N593JB    1289    EWR  SJU     212.0      1608   9.0    18.0  \n",
+       "280150  N718EV    5068    EWR  DTW      79.0       488   9.0    29.0  \n",
+       "280181  N35407    1171    EWR  ORD     108.0       719  10.0     1.0  \n",
+       "280186  N920XJ    3466    JFK  DCA      64.0       213  10.0     8.0  \n",
+       "280247  N392DA    2319    LGA  MSP     141.0      1020  11.0    25.0  \n",
+       "280272  N3CDAA    1879    LGA  MIA     167.0      1096  11.0    55.0  \n",
+       "280288  N14231    1148    EWR  TPA     152.0       997  12.0    17.0  \n",
+       "280308  N975DL     954    LGA  FLL     163.0      1076  12.0    49.0  \n",
+       "280342  N467WN    3297    LGA  BNA     113.0       764  13.0    41.0  \n",
+       "280366  N599JB     323    JFK  LAX     318.0      2475  14.0    25.0  \n",
+       "280392  N605JB    1639    LGA  RSW     164.0      1080  14.0    56.0  \n",
+       "280396  N66056      15    EWR  HNL     588.0      4963  14.0    58.0  \n",
+       "280400  N14558    4640    EWR  DAY      80.0       533  15.0     4.0  \n",
+       "280411  N531MQ    3678    EWR  ORD     110.0       719  15.0    13.0  \n",
+       "280423  N829AS    5713    LGA  IAD      43.0       229  15.0    33.0  \n",
+       "280424  N924DL    1685    LGA  MCO     139.0       950  15.0    36.0  \n",
+       "280425  N14974    4127    EWR  RIC      53.0       277  15.0    37.0  \n",
+       "280434  N14977    4109    EWR  BNA     117.0       748  15.0    47.0  \n",
+       "280435  N730US    2183    LGA  DCA      52.0       214  15.0    50.0  \n",
+       "280441  N11193    4181    EWR  MCI     155.0      1092  16.0     1.0  \n",
+       "280445  N447UA     685    LGA  ORD     108.0       733  16.0     5.0  \n",
+       "280447  N12563    4171    EWR  MSN     119.0       799  16.0    10.0  \n",
+       "280453  N912XJ    3393    JFK  DCA      43.0       213  16.0    14.0  \n",
+       "280454  N800MQ    3359    JFK  RDU      82.0       427  16.0    14.0  \n",
+       "280455  N310DE     673    EWR  ATL     108.0       746  16.0    16.0  \n",
+       "280457  N16963    3816    EWR  CVG      94.0       569  16.0    17.0  \n",
+       "280459  N76528    1587    EWR  RSW     156.0      1068  16.0    18.0  \n",
+       "280461  N13970    6002    EWR  SDF      98.0       642  16.0    21.0  \n",
+       "280462  N995AT     348    LGA  ATL     119.0       762  16.0    23.0  \n",
+       "280463  N566AA    1841    EWR  DFW     184.0      1372  16.0    24.0  \n",
+       "280464  N78448    1593    EWR  SFO     344.0      2565  16.0    24.0  \n",
+       "280473  N188DN      95    JFK  LAX     322.0      2475  16.0    33.0  \n",
+       "280474  N14953    4118    EWR  DTW      95.0       488  16.0    33.0  \n",
+       "280478  N992AT     721    LGA  CAK      62.0       397  16.0    36.0  \n",
+       "280479  N186US     802    EWR  CLT      84.0       529  16.0    38.0  \n",
+       "280482  N21130    4502    EWR  BNA     115.0       748  16.0    41.0  \n",
+       "280488  N81449    1151    EWR  SEA     323.0      2402  16.0    47.0  \n",
+       "280489  N968DL    2181    LGA  MCO     135.0       950  16.0    48.0  \n",
+       "280490  N573AA     883    EWR  DFW     183.0      1372  16.0    51.0  \n",
+       "280493  N523MQ    3622    LGA  BNA     116.0       764  16.0    52.0  \n",
+       "280495  N653AW     686    EWR  PHX     278.0      2133  16.0    54.0  \n",
+       "280497  N19966    4326    EWR  CLT      92.0       529  16.0    58.0  \n",
+       "280501  N560UW    1995    LGA  CLT      93.0       544  17.0     4.0  \n",
+       "280503  N951DL     847    LGA  ATL     113.0       762  17.0     7.0  \n",
+       "280507  N832AY    4120    JFK  CLE      72.0       425  17.0    10.0  \n",
+       "280508  N73445    1037    EWR  SFO     343.0      2565  17.0    10.0  \n",
+       "280509  N716EV    4978    LGA  CLT      87.0       544  17.0    11.0  \n",
+       "280511  N734SA     216    EWR  MDW     110.0       711  17.0    14.0  \n",
+       "280513  N655JB    1171    LGA  FLL     149.0      1076  17.0    20.0  \n",
+       "280514  N3JLAA     779    LGA  MIA     178.0      1096  17.0    22.0  \n",
+       "280516  N370NW    1935    LGA  TPA     160.0      1010  17.0    24.0  \n",
+       "280519  N3AJAA    1750    JFK  BOS      41.0       187  17.0    26.0  \n",
+       "280520  N907DE    1819    LGA  MSP     147.0      1020  17.0    26.0  \n",
+       "280522  N16987    5841    EWR  STL     128.0       872  17.0    26.0  \n",
+       "280525  N535MQ    3669    LGA  ATL     120.0       762  17.0    28.0  \n",
+       "280527  N320AA     133    JFK  LAX     329.0      2475  17.0    29.0  \n",
+       "280530  N612QX    4949    LGA  GSO      84.0       461  17.0    30.0  \n",
+       "280531  N507AY     629    JFK  PHX     274.0      2153  17.0    30.0  \n",
+       "280533  N963DL    1902    LGA  PBI     147.0      1035  17.0    31.0  \n",
+       "280535  N905XJ    3540    JFK  MSP     143.0      1029  17.0    32.0  \n",
+       "280538  N709JB     573    EWR  TPA     150.0       997  17.0    34.0  \n",
+       "280542  N3GGAA    1467    LGA  MIA     156.0      1096  17.0    38.0  \n",
+       "280543  N523JB    1729    JFK  RSW     154.0      1074  17.0    38.0  \n",
+       "280546  N13716    1542    LGA  CLE      64.0       419  17.0    42.0  \n",
+       "280548  N15574    4336    EWR  ATL     120.0       746  17.0    44.0  \n",
+       "280552  N8980A    3926    JFK  SDF     104.0       662  17.0    54.0  \n",
+       "280554  N318JB     918    JFK  BOS      41.0       187  17.0    55.0  \n",
+       "280558  N648JB     543    EWR  PBI     147.0      1023  17.0    58.0  \n",
+       "280560  N3745B    1394    JFK  PDX     351.0      2454  18.0     5.0  \n",
+       "280561  N663JB    1117    LGA  TPA     169.0      1010  18.0    10.0  \n",
+       "280562  N689MQ    2949    JFK  BNA     130.0       765  18.0    11.0  \n",
+       "280563  N23707    1661    LGA  IAH     187.0      1416  18.0    11.0  \n",
+       "280566  N333NW    1373    JFK  MIA     165.0      1089  18.0    19.0  \n",
+       "280567  N924XJ    3523    JFK  ORD     116.0       740  18.0    21.0  \n",
+       "280570  N679DA     451    LGA  ATL     121.0       762  18.0    27.0  \n",
+       "280571  N3762Y     479    EWR  SLC     287.0      1969  18.0    27.0  \n",
+       "280576  N657JB    1161    LGA  PBI     153.0      1035  18.0    34.0  \n",
+       "280577  N3740C    2231    LGA  DTW      76.0       502  18.0    35.0  \n",
+       "280578  N524UA     483    EWR  LAX     318.0      2454  18.0    35.0  \n",
+       "280584  N3EBAA    1999    EWR  MIA     146.0      1085  18.0    42.0  \n",
+       "280590  N24212    1437    LGA  ORD     107.0       733  18.0    48.0  \n",
+       "280592  N521MQ    3301    LGA  RDU      76.0       431  18.0    51.0  \n",
+       "280593  N3JFAA    1711    JFK  ORD     113.0       740  18.0    52.0  \n",
+       "280595  N510JB     263    JFK  SEA     337.0      2422  18.0    54.0  \n",
+       "280596  N392DA     884    LGA  DEN     239.0      1620  18.0    54.0  \n",
+       "280597  N24715    1625    EWR  DEN     245.0      1605  18.0    54.0  \n",
+       "280598  N818UA     244    EWR  BOS      44.0       200  18.0    54.0  \n",
+       "280599  N454WN      19    EWR  STL     121.0       872  18.0    55.0  \n",
+       "280600  N229JB     408    JFK  PWM      46.0       273  18.0    56.0  \n",
+       "280602  N753EV    5091    LGA  PIT      57.0       335  18.0    57.0  \n",
+       "280606  N667AW     687    EWR  CLT      80.0       529  19.0     1.0  \n",
+       "280607  N373JB      86    JFK  ROC      49.0       264  19.0     3.0  \n",
+       "280608  N595UA     535    JFK  LAX     326.0      2475  19.0     3.0  \n",
+       "280609  N935DL    1499    LGA  ATL     112.0       762  19.0     4.0  \n",
+       "280610  N336NB    1473    LGA  MEM     142.0       963  19.0     7.0  \n",
+       "280611  N15983    3841    EWR  CVG      92.0       569  19.0     7.0  \n",
+       "280612  N517JB     299    LGA  MCO     140.0       950  19.0     8.0  \n",
+       "280613  N556JB     359    JFK  BUR     337.0      2465  19.0    11.0  \n",
+       "280617  N467WN     262    EWR  DEN     244.0      1605  19.0    13.0  \n",
+       "280618  N34111    4091    EWR  IAD      70.0       212  19.0    13.0  \n",
+       "280620  N630VA     193    EWR  SFO     360.0      2565  19.0    14.0  \n",
+       "280622  N13992    4202    EWR  STL     129.0       872  19.0    17.0  \n",
+       "280623  N532MQ    3526    LGA  CMH      77.0       479  19.0    17.0  \n",
+       "280625  N633JB     415    JFK  SFO     352.0      2586  19.0    22.0  \n",
+       "280626  N713EV    5509    EWR  DTW      74.0       488  19.0    22.0  \n",
+       "280627  N36469    1266    EWR  LAX     316.0      2454  19.0    22.0  \n",
+       "280628  N944DL    1585    LGA  MCO     140.0       950  19.0    23.0  \n",
+       "280632  N730US    2191    LGA  DCA      40.0       214  19.0    24.0  \n",
+       "280637  N5EAAA     257    JFK  LAS     307.0      2248  19.0    29.0  \n",
+       "280638  N413AS       7    EWR  SEA     331.0      2402  19.0    31.0  \n",
+       "280640  N75853    1165    EWR  LAX     313.0      2454  19.0    31.0  \n",
+       "280643  N998DL    2331    LGA  DTW      87.0       502  19.0    36.0  \n",
+       "280644  N627MQ    3216    JFK  ORF       NaN       290  19.0    36.0  \n",
+       "280646  N29717    1686    EWR  BOS      41.0       200  19.0    37.0  \n",
+       "280648  N910XJ    3448    JFK  CVG      91.0       589  19.0    40.0  \n",
+       "280650  N201FR     837    LGA  DEN     244.0      1620  19.0    43.0  \n",
+       "280652  N192UW     894    LGA  CLT      84.0       544  19.0    45.0  \n",
+       "280654  N940DL    1619    LGA  MSP     153.0      1020  19.0    49.0  \n",
+       "280655  N249JB    2580    EWR  BOS      45.0       200  19.0    50.0  \n",
+       "280656  N14231    1442    EWR  DFW     183.0      1372  19.0    50.0  \n",
+       "280658  N923DL      83    JFK  MIA     154.0      1089  19.0    52.0  \n",
+       "280659  N192JB    1734    JFK  BTV      47.0       266  19.0    53.0  \n",
+       "280662  N713MQ    3486    LGA  BNA     117.0       764  19.0    57.0  \n",
+       "280663  N915WN    2625    LGA  MDW     111.0       725  20.0     0.0  \n",
+       "280664  N724EV    5207    LGA  BGR      59.0       378  20.0     0.0  \n",
+       "280668  N566JB     327    EWR  MCO     126.0       937  20.0     5.0  \n",
+       "280671  N530MQ    3134    EWR  ORD     108.0       719  20.0    11.0  \n",
+       "280673  N39475    1684    EWR  MIA     159.0      1085  20.0    14.0  \n",
+       "280674  N281JB    1202    JFK  BUF      56.0       301  20.0    15.0  \n",
+       "280675  N33266    1497    EWR  LAS     305.0      2227  20.0    15.0  \n",
+       "280677  N720MQ    3367    LGA  XNA     163.0      1147  20.0    16.0  \n",
+       "280679  N343NB    1715    LGA  MSY     160.0      1183  20.0    24.0  \n",
+       "280680  N27421    1141    EWR  SFO     355.0      2565  20.0    24.0  \n",
+       "280682  N3DJAA     361    LGA  ORD     108.0       733  20.0    26.0  \n",
+       "280685  N688MQ    3044    JFK  BWI      48.0       184  20.0    28.0  \n",
+       "280687  N530VA     169    EWR  LAX     320.0      2454  20.0    32.0  \n",
+       "280688  N825AS    5769    LGA  IAD      44.0       229  20.0    32.0  \n",
+       "280689  N462WN    1454    EWR  MSY     160.0      1167  20.0    35.0  \n",
+       "280691  N308DE     926    EWR  ATL     101.0       746  20.0    36.0  \n",
+       "280693  N14972    4224    EWR  MKE     110.0       725  20.0    38.0  \n",
+       "280694  N992AT     778    LGA  ATL     104.0       762  20.0    39.0  \n",
+       "280696  N235WN    2603    LGA  BNA     112.0       764  20.0    40.0  \n",
+       "280697  N6714Q      87    JFK  SLC     273.0      1990  20.0    41.0  \n",
+       "280700  N37470    1506    EWR  LAS     302.0      2227  20.0    41.0  \n",
+       "280703  N319US    1854    LGA  FLL     157.0      1076  20.0    44.0  \n",
+       "280704  N769SW     625    EWR  MDW     105.0       711  20.0    45.0  \n",
+       "280705  N975DL    2139    LGA  MIA     160.0      1096  20.0    50.0  \n",
+       "280708  N935WN     345    LGA  DEN     238.0      1620  20.0    53.0  \n",
+       "280709  N183JB    1407    JFK  IAD      45.0       228  20.0    54.0  \n",
+       "280710  N645JB     305    EWR  FLL     153.0      1065  20.0    54.0  \n",
+       "280722  N3BRAA    1709    LGA  MIA     161.0      1096  21.0     2.0  \n",
+       "280723  N561JB     711    JFK  LAS     301.0      2248  21.0     2.0  \n",
+       "280725  N813UA     493    EWR  ORD     113.0       719  21.0     3.0  \n",
+       "280726  N341NW    2041    JFK  ATL     106.0       760  21.0     8.0  \n",
+       "280727  N613JB    1271    LGA  FLL     157.0      1076  21.0    12.0  \n",
+       "280728  N964DL    1147    LGA  ATL     104.0       762  21.0    14.0  \n",
+       "280729  N725MQ    3573    LGA  CMH      80.0       479  21.0    15.0  \n",
+       "280731  N723EV    5601    LGA  CLT      84.0       544  21.0    16.0  \n",
+       "280732  N912XJ    3443    JFK  RDU      80.0       427  21.0    17.0  \n",
+       "280734  N3BFAA     785    LGA  DFW     181.0      1389  21.0    23.0  \n",
+       "280740  N636JB    1083    JFK  MCO     134.0       944  21.0    28.0  \n",
+       "280747  N17730    1142    EWR  BOS      43.0       200  21.0    39.0  \n",
+       "280748  N972DL    1435    LGA  TPA     138.0      1010  21.0    40.0  \n",
+       "280749  N270WN     580    EWR  HOU     183.0      1411  21.0    40.0  \n",
+       "280752  N132EV    5092    EWR  ATL      98.0       746  21.0    42.0  \n",
+       "280753  N513MQ    3535    JFK  CMH      76.0       483  21.0    42.0  \n",
+       "280756  N956AT     485    LGA  CAK      63.0       397  21.0    52.0  \n",
+       "280760  N652JB     883    JFK  MCO     129.0       944  21.0    54.0  \n",
+       "280761  N378NW    2019    LGA  MSP     145.0      1020  21.0    55.0  \n",
+       "280762  N11565    4434    EWR  CLT      80.0       529  21.0    56.0  \n",
+       "280763  N354AT     771    LGA  ATL     106.0       762  21.0    57.0  \n",
+       "280764  N824UA     994    EWR  BOS      48.0       200  22.0     0.0  \n",
+       "280765  N634VA      29    JFK  SFO     373.0      2586  22.0     2.0  \n",
+       "280766  N709EV    5454    EWR  DTW      81.0       488  22.0     3.0  \n",
+       "280767  N921DL    1247    LGA  ATL     103.0       762  22.0     4.0  \n",
+       "280768  N395DN     569    JFK  ATL     103.0       760  22.0     6.0  \n",
+       "280770  N601LR    3472    JFK  DTW      79.0       509  22.0     8.0  \n",
+       "280771  N8672A    4013    JFK  PHL      32.0        94  22.0     9.0  \n",
+       "280773  N914XJ    3429    JFK  JAX     118.0       828  22.0    11.0  \n",
+       "280774  N3736C    1485    LGA  MCO     131.0       950  22.0    17.0  \n",
+       "280776  N761RR    1271    EWR  MDW     105.0       711  22.0    21.0  \n",
+       "280777  N967DL     947    LGA  ATL     107.0       762  22.0    23.0  \n",
+       "280778  N638JB     499    LGA  MCO     135.0       950  22.0    26.0  \n",
+       "280779  N19966    3830    EWR  RIC      54.0       277  22.0    27.0  \n",
+       "280781  N11140    4351    EWR  JAX     122.0       820  22.0    33.0  \n",
+       "280782  N14125    6120    LGA  CLE      65.0       419  22.0    35.0  \n",
+       "280783  N746JB      97    JFK  DEN     237.0      1626  22.0    37.0  \n",
+       "280785  N13161    5804    EWR  OMA     171.0      1134  22.0    44.0  \n",
+       "280786  N543MQ    3660    LGA  BNA     107.0       764  22.0    50.0  \n",
+       "280787  N374DA     347    JFK  SJU     198.0      1598  22.0    57.0  \n",
+       "280788  N933XJ    3395    JFK  DCA      42.0       213  22.0    59.0  \n",
+       "280789  N298JB     775    JFK  MSY     153.0      1182  22.0    59.0  \n",
+       "280790  N903WN     542    LGA  MKE     108.0       738  23.0     0.0  \n",
+       "280791  N640JB     425    JFK  TPA     136.0      1005  23.0     1.0  \n",
+       "280792  N229JB    1677    JFK  JAX     118.0       828  23.0     3.0  \n",
+       "280793  N14920    4560    EWR  BTV      45.0       266  23.0     7.0  \n",
+       "280794  N706JB     523    JFK  LAX     328.0      2475  23.0     8.0  \n",
+       "280795  N13913    4700    EWR  CLT      77.0       529  23.0     8.0  \n",
+       "280796  N612QX    5048    LGA  RIC      52.0       292  23.0     8.0  \n",
+       "280797  N923XJ    3470    JFK  CVG      86.0       589  23.0     9.0  \n",
+       "280798  N580JB     527    EWR  MCO     124.0       937  23.0    10.0  \n",
+       "280799  N356NW    2042    EWR  ATL     101.0       746  23.0    11.0  \n",
+       "280800  N631VA     415    JFK  LAX     319.0      2475  23.0    14.0  \n",
+       "280801  N332AA     185    JFK  LAX     348.0      2475  23.0    15.0  \n",
+       "280804  N806JB    1201    JFK  FLL     146.0      1069  23.0    40.0  \n",
+       "280805  N15574    4695    EWR  MHT      39.0       209  23.0    52.0  \n",
+       "280806  N304JB     234    JFK  BTV      51.0       266  23.0    58.0  \n",
+       "281006  N16149    4393    EWR  IND      99.0       645   7.0    44.0  \n",
+       "281037  N510JB     453    JFK  PBI     132.0      1028   8.0     3.0  \n",
+       "281039  N556JB     929    JFK  RSW     163.0      1074   8.0     6.0  \n",
+       "281199  N849VA     251    JFK  LAS     304.0      2248  10.0    56.0  \n",
+       "281213  N554UA     642    JFK  SFO     348.0      2586  11.0    13.0  \n",
+       "281228  N551UW     625    JFK  PHX     294.0      2153  11.0    35.0  \n",
+       "281268   N1603     485    EWR  ATL     107.0       746  12.0    13.0  \n",
+       "281271  N12967    5955    EWR  IND     102.0       645  12.0    17.0  \n",
+       "281276  N744SW     114    LGA  MDW     113.0       725  12.0    32.0  \n",
+       "281309  N634JB     411    JFK  LAS     299.0      2248  13.0     6.0  \n",
+       "281310  N542AA    2083    EWR  DFW     179.0      1372  13.0     8.0  \n",
+       "281339  N523MQ    3658    LGA  ATL     105.0       762  13.0    43.0  \n",
+       "281380  N13123    4304    EWR  MSY     161.0      1167  14.0    45.0  \n",
+       "281407  N582AA    1841    EWR  DFW     192.0      1372  15.0     2.0  \n",
+       "281427  N636JB     213    JFK  LGB     342.0      2465  15.0    21.0  \n",
+       "281431  N556JB     553    JFK  PBI     143.0      1028  15.0    24.0  \n",
+       "281436  N595JB    1883    JFK  MCO     119.0       944  15.0    29.0  \n",
+       "281455  N821UA     373    EWR  PBI     139.0      1023  15.0    47.0  \n",
+       "281468  N14570    4336    EWR  ATL     107.0       746  15.0    56.0  \n",
+       "281475  N605QX    4949    LGA  GSO      75.0       461  16.0     0.0  \n",
+       "281486  N597JB     325    JFK  TPA     133.0      1005  16.0     6.0  \n",
+       "281494  N644MQ    2815    JFK  CLE      79.0       425  16.0    14.0  \n",
+       "281496  N11127    4377    EWR  JAX     112.0       820  16.0    17.0  \n",
+       "281508  N711MQ    3199    LGA  CLT      80.0       544  16.0    29.0  \n",
+       "281509  N11551    4580    EWR  MKE     123.0       725  16.0    32.0  \n",
+       "281524  N154DL      95    JFK  LAX     312.0      2475  16.0    47.0  \n",
+       "281526  N602LR    3319    JFK  BUF      62.0       301  16.0    50.0  \n",
+       "281536  N768SW     262    EWR  DEN     243.0      1605  16.0    56.0  \n",
+       "281539  N13968    4352    EWR  CVG     100.0       569  16.0    58.0  \n",
+       "281542  N13133    4576    EWR  GRR      99.0       605  17.0     2.0  \n",
+       "281556  N14573    5841    EWR  STL     134.0       872  17.0    16.0  \n",
+       "281560  N917XJ    3393    JFK  DCA      48.0       213  17.0    19.0  \n",
+       "281562  N15973    4092    EWR  DAY      85.0       533  17.0    21.0  \n",
+       "281590  N723MQ    3556    LGA  DTW      91.0       502  17.0    39.0  \n",
+       "281595  N713MQ    3411    LGA  RDU      65.0       431  17.0    44.0  \n",
+       "281600  N916XJ    3523    JFK  ORD     122.0       740  17.0    50.0  \n",
+       "281606  N716EV    5509    EWR  DTW      86.0       488  17.0    53.0  \n",
+       "281617  N15910    3854    EWR  ATL     110.0       746  18.0     8.0  \n",
+       "281621  N3KLAA    1711    JFK  ORD     130.0       740  18.0    10.0  \n",
+       "281625  N949WN     580    EWR  HOU     183.0      1411  18.0    11.0  \n",
+       "281627  N37252    1424    LGA  ORD     124.0       733  18.0    12.0  \n",
+       "281639  N783SW     493    LGA  STL     135.0       888  18.0    23.0  \n",
+       "281657  N24729    1418    EWR  DEN     236.0      1605  18.0    33.0  \n",
+       "281658  N401UA     556    EWR  PHX     280.0      2133  18.0    35.0  \n",
+       "281660  N601LR    3310    JFK  MCI     168.0      1113  18.0    37.0  \n",
+       "281662  N443UA     708    EWR  ORD     123.0       719  18.0    39.0  \n",
+       "281664  N4XEAA     341    LGA  ORD     119.0       733  18.0    40.0  \n",
+       "281700  N918DH     569    JFK  ATL     100.0       760  19.0    18.0  \n",
+       "281742  N829AY    3807    EWR  CVG      92.0       569  20.0     0.0  \n",
+       "281766  N5FFAA     257    JFK  LAS     310.0      2248  20.0    31.0  \n",
+       "281770  N760EV    5268    LGA  CLT      78.0       544  20.0    37.0  \n",
+       "281774  N3764D    2007    JFK  PDX     355.0      2454  20.0    39.0  \n",
+       "281777  N12122    4209    EWR  TVC     108.0       644  20.0    42.0  \n",
+       "281787  N821JB      71    JFK  SLC     298.0      1990  20.0    57.0  \n",
+       "281802  N602LR    3448    JFK  CVG      91.0       589  21.0    15.0  \n",
+       "281807  N908MQ    3044    JFK  BWI      37.0       184  21.0    25.0  \n",
+       "281825  N73283    1532    EWR  SFO     340.0      2565  22.0     0.0  \n",
+       "281826  N11127    4672    EWR  STL     131.0       872  22.0     2.0  \n",
+       "281828  N528MQ    3384    LGA  CLT      76.0       544  22.0    11.0  \n",
+       "281829  N11548    3830    EWR  RIC      46.0       277  22.0    12.0  \n",
+       "281831  N454UA     667    EWR  PBI     130.0      1023  22.0    16.0  \n",
+       "281835  N138EV    5454    EWR  DTW      83.0       488  22.0    20.0  \n",
+       "281838  N821UA     291    EWR  AUS     187.0      1504  22.0    38.0  \n",
+       "281840  N935XJ    3443    JFK  RDU      64.0       427  22.0    42.0  \n",
+       "281842  N600LR    3472    JFK  DTW      93.0       509  22.0    45.0  \n",
+       "281848  N556JB    1201    JFK  FLL     137.0      1069  23.0     1.0  \n",
+       "281849  N537JB     611    JFK  LAS     291.0      2248  23.0     4.0  \n",
+       "281851  N662JB    1183    JFK  MCO     128.0       944  23.0     7.0  \n",
+       "281853  N11107    6120    LGA  CLE      64.0       419  23.0    57.0  \n",
+       "281874  N906DE    2139    LGA  MIA     137.0      1096   0.0     2.0  \n",
+       "281876  N529JB    1503    JFK  SJU     195.0      1598   1.0    48.0  \n",
+       "281982  N533UA     390    EWR  CLE      62.0       404   7.0    44.0  \n",
+       "282132  N266JB     885    JFK  RDU      69.0       427  10.0    34.0  \n",
+       "282133  N538UA     694    EWR  SFO     338.0      2565  10.0    34.0  \n",
+       "282135  N197PQ    5222    EWR  DTW      78.0       488  10.0    37.0  \n",
+       "282138  N615QX    5144    LGA  TVC      97.0       655  10.0    45.0  \n",
+       "282141  N800MQ    3370    JFK  DCA      42.0       213  10.0    50.0  \n",
+       "282165  N370SW    2097    LGA  MDW     116.0       725  11.0    26.0  \n",
+       "282178  N292JB    1291    JFK  ACK      39.0       199  11.0    47.0  \n",
+       "282179  N329AA     601    JFK  MIA     173.0      1089  11.0    49.0  \n",
+       "282189  N707TW    1443    JFK  SEA     329.0      2422  11.0    58.0  \n",
+       "282197  N3BCAA    1879    LGA  MIA     158.0      1096  12.0     5.0  \n",
+       "282215  N16703    1454    LGA  IAH     183.0      1416  12.0    40.0  \n",
+       "282250  N0EGMQ    3658    LGA  ATL     105.0       762  13.0    23.0  \n",
+       "282251  N1EAMQ    3546    LGA  MSP     153.0      1020  13.0    24.0  \n",
+       "282253  N135EV    5475    LGA  TVC     101.0       655  13.0    27.0  \n",
+       "282261  N179JB      34    JFK  BTV      45.0       266  13.0    33.0  \n",
+       "282265  N776WN    2038    EWR  BNA     104.0       748  13.0    37.0  \n",
+       "282277  N800MQ    3386    JFK  DCA      41.0       213  13.0    54.0  \n",
+       "282353  N355JB     227    EWR  MCO     124.0       937  15.0    21.0  \n",
+       "282377  N621JB     703    JFK  SJU     199.0      1598  15.0    49.0  \n",
+       "282380  N531MQ    3669    LGA  ATL     108.0       762  15.0    52.0  \n",
+       "282392  N695MQ    3231    JFK  PIT      67.0       340  16.0     1.0  \n",
+       "282401  N8977A    4120    JFK  CLE      78.0       425  16.0    11.0  \n",
+       "282417  N638JB      83    JFK  MCO     135.0       944  16.0    22.0  \n",
+       "282437  N615QX    4909    LGA  TVC     106.0       655  16.0    45.0  \n",
+       "282447  N669MQ    3202    JFK  IND     110.0       665  16.0    56.0  \n",
+       "282463  N627MQ    2815    JFK  CLE      76.0       425  17.0    10.0  \n",
+       "282475  N820AS    5712    JFK  IAD      58.0       228  17.0    19.0  \n",
+       "282485  N192JB    1105    JFK  ORD     127.0       740  17.0    30.0  \n",
+       "282492  N310NW    1373    JFK  MIA     147.0      1089  17.0    40.0  \n",
+       "282496  N437WN    1238    LGA  MDW     113.0       725  17.0    42.0  \n",
+       "282503  N718EV    4949    LGA  GSO      65.0       461  17.0    58.0  \n",
+       "282512  N917XJ    3307    JFK  PIT      62.0       340  18.0     9.0  \n",
+       "282517  N543MQ    3199    LGA  CLT      78.0       544  18.0    21.0  \n",
+       "282528  N135EV    5207    LGA  BGR      51.0       378  18.0    28.0  \n",
+       "282539  N505JB     803    JFK  SJU     198.0      1598  18.0    48.0  \n",
+       "282559  N373JB    1516    JFK  SYR      47.0       209  19.0     7.0  \n",
+       "282590  N16541    4195    EWR  BNA     113.0       748  19.0    44.0  \n",
+       "282618  N916XJ    3285    JFK  MSY     154.0      1182  20.0    31.0  \n",
+       "282631  N609DL      61    LGA  ATL      99.0       762  20.0    59.0  \n",
+       "282636  N3760C     503    JFK  SAN     305.0      2446  21.0    13.0  \n",
+       "282641  N37419    1241    EWR  TPA     127.0       997  21.0    21.0  \n",
+       "282645  N296JB     418    JFK  BOS      43.0       187  21.0    30.0  \n",
+       "282646  N760EV    5048    LGA  RDU      62.0       431  21.0    33.0  \n",
+       "282659  N190JB     775    JFK  MSY     159.0      1182  22.0    27.0  \n",
+       "282661  N348JB     686    JFK  ROC      50.0       264  22.0    38.0  \n",
+       "282668  N509AY     425    JFK  CLT      77.0       541  22.0    57.0  \n",
+       "282670  N520JB      97    JFK  DEN     242.0      1626  23.0    21.0  \n",
+       "282671  N519JB     425    JFK  TPA     131.0      1005  23.0    22.0  \n",
+       "282934  N3JXAA     413    JFK  SJU     208.0      1598  10.0    12.0  \n",
+       "282939  N531JB      63    JFK  SEA     345.0      2422  10.0    18.0  \n",
+       "283094  N67134    1463    EWR  MCO     135.0       937  13.0    35.0  \n",
+       "283191  N716SW    1836    LGA  DEN     235.0      1620  15.0    24.0  \n",
+       "283204  N561JB     301    JFK  FLL     151.0      1069  15.0    35.0  \n",
+       "283215  N76064      15    EWR  HNL     589.0      4963  15.0    43.0  \n",
+       "283230  N190JB     477    JFK  JAX     110.0       828  15.0    56.0  \n",
+       "283251  N15986    5815    EWR  JAX     113.0       820  16.0    10.0  \n",
+       "283256  N5EVAA    1813    JFK  MCO     123.0       944  16.0    15.0  \n",
+       "283260  N901DE    1819    LGA  MSP     159.0      1020  16.0    17.0  \n",
+       "283263  N905XJ    3318    JFK  BUF      57.0       301  16.0    19.0  \n",
+       "283286  N87512    1638    EWR  CLE      69.0       404  16.0    41.0  \n",
+       "283307  N532MQ    3433    JFK  DCA      46.0       213  17.0     5.0  \n",
+       "283323  N13716    1211    EWR  AUS     199.0      1504  17.0    18.0  \n",
+       "283355  N914XJ    3400    JFK  MKE     122.0       745  17.0    44.0  \n",
+       "283373  N379AA      85    JFK  SFO     356.0      2586  18.0     0.0  \n",
+       "283379  N617MQ    2815    JFK  CLE      75.0       425  18.0     9.0  \n",
+       "283384  N14116    5940    EWR  RDU      68.0       416  18.0    15.0  \n",
+       "283413  N471UA     509    LGA  DEN     215.0      1620  18.0    43.0  \n",
+       "283414  N527JB      89    JFK  SAN     311.0      2446  18.0    44.0  \n",
+       "283418  N903FJ    2751    LGA  CLT      84.0       544  18.0    50.0  \n",
+       "283440  N645JB     359    JFK  BUR     329.0      2465  19.0     9.0  \n",
+       "283456  N827UA     253    EWR  ORD     112.0       719  19.0    28.0  \n",
+       "283458  N916XJ    3472    JFK  DTW      88.0       509  19.0    29.0  \n",
+       "283479  N453UA     408    LGA  IAH     176.0      1416  19.0    48.0  \n",
+       "283481  N924XJ    3341    JFK  DTW      87.0       509  19.0    51.0  \n",
+       "283492  N74856    1165    EWR  LAX     298.0      2454  20.0     1.0  \n",
+       "283500  N995DL    2331    LGA  DTW      82.0       502  20.0    23.0  \n",
+       "283525  N14920    4361    EWR  TYS      96.0       631  20.0    53.0  \n",
+       "283529  N926XJ    3429    JFK  JAX     104.0       828  20.0    58.0  \n",
+       "283535  N648JB    1083    JFK  MCO     120.0       944  21.0     4.0  \n",
+       "283538  N431UA     664    EWR  TPA     124.0       997  21.0     9.0  \n",
+       "283541  N578UA     695    LGA  ORD     114.0       733  21.0    13.0  \n",
+       "283543  N663MQ    3075    JFK  CVG      90.0       589  21.0    19.0  \n",
+       "283547  N630JB    1505    JFK  ABQ     244.0      1826  21.0    24.0  \n",
+       "283563  N532MQ    3535    JFK  CMH      71.0       483  21.0    36.0  \n",
+       "283564  N907DE    1147    LGA  ATL     101.0       762  21.0    37.0  \n",
+       "283568  N16178    6120    LGA  CLE      70.0       419  21.0    46.0  \n",
+       "283569  N73445    1680    EWR  MIA     133.0      1085  21.0    46.0  \n",
+       "283570  N927XJ    3470    JFK  CVG      89.0       589  21.0    47.0  \n",
+       "283571  N318JB     418    JFK  BOS      39.0       187  21.0    50.0  \n",
+       "283579  N905XJ    3433    JFK  PIT      61.0       340  21.0    57.0  \n",
+       "283586  N625JB     105    JFK  ORD     116.0       740  22.0    14.0  \n",
+       "283589  N601LR    3395    JFK  DCA      38.0       213  22.0    16.0  \n",
+       "283591  N324NB    1091    JFK  SAT     206.0      1587  22.0    20.0  \n",
+       "283593  N179JB     702    JFK  BUF      57.0       301  22.0    23.0  \n",
+       "283601  N640JB     527    EWR  MCO     117.0       937  22.0    54.0  \n",
+       "283604  N766JB     165    JFK  PDX     346.0      2454  23.0    21.0  \n",
+       "283614  N663JB    1503    JFK  SJU     202.0      1598   1.0    11.0  \n",
+       "283743  N12921    4241    EWR  DCA      41.0       199   7.0    33.0  \n",
+       "283780  N629JB     525    JFK  TPA     133.0      1005   7.0    58.0  \n",
+       "283882  N425UA     475    EWR  BOS      37.0       200   9.0    32.0  \n",
+       "283900  N827AS    5747    LGA  IAD      47.0       229   9.0    52.0  \n",
+       "283989  N706JB    1511    EWR  RSW     137.0      1068  11.0    43.0  \n",
+       "283992  N520MQ    3611    EWR  ORD     114.0       719  11.0    45.0  \n",
+       "284024  N746JB      53    JFK  PBI     126.0      1028  12.0    22.0  \n",
+       "284046  N536JB     403    JFK  SJU     206.0      1598  12.0    47.0  \n",
+       "284132  N166PQ    5148    EWR  ATL     105.0       746  14.0    38.0  \n",
+       "284220  N504JB     553    JFK  PBI     129.0      1028  15.0    46.0  \n",
+       "284282  N976DL    2181    LGA  MCO     127.0       950  16.0    42.0  \n",
+       "284350  N627JB    1729    JFK  RSW     146.0      1074  17.0    35.0  \n",
+       "284351  N805JB     283    JFK  MCO     122.0       944  17.0    37.0  \n",
+       "284367  N752EV    5509    EWR  DTW      76.0       488  17.0    45.0  \n",
+       "284384  N839MH     843    JFK  ATL     106.0       760  18.0     8.0  \n",
+       "284387  N702TW    1163    JFK  LAX     323.0      2475  18.0    12.0  \n",
+       "284407  N706JB     573    EWR  TPA     140.0       997  18.0    30.0  \n",
+       "284446  N505MQ    3526    LGA  CMH      70.0       479  19.0     1.0  \n",
+       "284459  N12109    1186    EWR  MIA     134.0      1085  19.0    17.0  \n",
+       "284487  N3DWAA     695    JFK  AUS     198.0      1521  19.0    44.0  \n",
+       "284488  N15710    1289    EWR  MCO     123.0       937  19.0    45.0  \n",
+       "284513  N13989    4394    EWR  DCA      39.0       199  20.0    21.0  \n",
+       "284518  N586UA     518    EWR  LAX     316.0      2454  20.0    25.0  \n",
+       "284520  N277WN     625    EWR  MDW     112.0       711  20.0    29.0  \n",
+       "284525  N36247    1532    EWR  SFO     349.0      2565  20.0    35.0  \n",
+       "284527  N328AA     181    JFK  LAX     319.0      2475  20.0    38.0  \n",
+       "284528  N321US    1854    LGA  FLL     132.0      1076  20.0    38.0  \n",
+       "284529  N904DL    1435    LGA  TPA     136.0      1010  20.0    40.0  \n",
+       "284533  N13566    4373    EWR  DCA      39.0       199  20.0    43.0  \n",
+       "284534  N560UA     389    JFK  SFO     377.0      2586  20.0    44.0  \n",
+       "284553  N605JB     153    JFK  PBI     128.0      1028  21.0     0.0  \n",
+       "284564  N806JB     359    JFK  BUR     332.0      2465  21.0    15.0  \n",
+       "284566  N746JB     161    JFK  SMF     335.0      2521  21.0    16.0  \n",
+       "284577  N515MQ    3535    JFK  CMH      72.0       483  21.0    33.0  \n",
+       "284591  N327AA      21    JFK  LAX     302.0      2475  22.0     6.0  \n",
+       "284595  N592JB     527    EWR  MCO     118.0       937  22.0    23.0  \n",
+       "284598  N536JB     915    JFK  SFO     350.0      2586  22.0    42.0  \n",
+       "284600  N191DN    2363    JFK  LAX     319.0      2475  22.0    44.0  \n",
+       "284604  N187JB    2680    EWR  BOS      44.0       200  22.0    55.0  \n",
+       "284605  N504JB     611    JFK  LAS     302.0      2248  22.0    55.0  \n",
+       "284606  N599JB    1183    JFK  MCO     115.0       944  23.0     0.0  \n",
+       "284609  N3751B     347    JFK  SJU     195.0      1598  23.0    37.0  \n",
+       "284613  N584JB    1503    JFK  SJU     196.0      1598   1.0    14.0  \n",
+       "284830  N254WN     163    LGA  HOU     186.0      1428   8.0    39.0  \n",
+       "284886  N556JB    1783    JFK  MCO     123.0       944   9.0    41.0  \n",
+       "284905  N37408    1401    EWR  MIA     135.0      1085  10.0     0.0  \n",
+       "284913  N520MQ    3709    EWR  ORD     111.0       719  10.0    10.0  \n",
+       "284937  N934XJ    3466    JFK  DCA      42.0       213  10.0    33.0  \n",
+       "284971  N830AS    5736    LGA  IAD      47.0       229  11.0    21.0  \n",
+       "284975  N34110    4495    EWR  SAV      97.0       708  11.0    35.0  \n",
+       "284989  N12114    1643    EWR  DEN     217.0      1605  11.0    51.0  \n",
+       "285009  N331NB    1903    LGA  SRQ     138.0      1047  12.0     7.0  \n",
+       "285027  N16951    5955    EWR  IND      99.0       645  12.0    39.0  \n",
+       "285053  N13989    4679    EWR  JAX     123.0       820  13.0     0.0  \n",
+       "285061  N760EV    4974    LGA  BTV      43.0       258  13.0    14.0  \n",
+       "285064  N748UW    2179    LGA  DCA      46.0       214  13.0    15.0  \n",
+       "285109  N14573    4100    EWR  MEM     128.0       946  14.0    23.0  \n",
+       "285113  N720MQ    3388    LGA  CMH      76.0       479  14.0    30.0  \n",
+       "285118  N923FJ    2729    LGA  CLT      80.0       544  14.0    36.0  \n",
+       "285130  N554JB     213    JFK  LGB     324.0      2465  14.0    46.0  \n",
+       "285158  N36915    4633    EWR  BTV      45.0       266  14.0    57.0  \n",
+       "285175  N34111    4193    EWR  MSP     156.0      1008  15.0     9.0  \n",
+       "285224  N15983    4336    EWR  ATL     105.0       746  15.0    56.0  \n",
+       "285242  N644JB     703    JFK  SJU     204.0      1598  16.0    11.0  \n",
+       "285247  N613JB     301    JFK  FLL     132.0      1069  16.0    16.0  \n",
+       "285250  N927AT     349    LGA  ATL     103.0       762  16.0    18.0  \n",
+       "285252  N916DL    1819    LGA  MSP     159.0      1020  16.0    21.0  \n",
+       "285259  N16571    4580    EWR  MKE     118.0       725  16.0    28.0  \n",
+       "285269  N523JB    1639    LGA  RSW     140.0      1080  16.0    37.0  \n",
+       "285333  N529JB     573    EWR  TPA     133.0       997  17.0    26.0  \n",
+       "285336  N19554    4092    EWR  DAY      82.0       533  17.0    28.0  \n",
+       "285352  N507MJ    3771    LGA  IAD      41.0       229  17.0    38.0  \n",
+       "285358  N3757D     706    JFK  AUS     203.0      1521  17.0    45.0  \n",
+       "285422  N535MQ    3357    LGA  ATL     105.0       762  18.0    44.0  \n",
+       "285423  N417WN    3074    LGA  DEN     233.0      1620  18.0    46.0  \n",
+       "285438  N11176    4576    EWR  GRR      95.0       605  18.0    54.0  \n",
+       "285456  N3FXAA     785    LGA  DFW     176.0      1389  19.0    13.0  \n",
+       "285523  N12175    4204    EWR  OKC     186.0      1325  20.0    46.0  \n",
+       "285530  N930XJ    3443    JFK  RDU      65.0       427  20.0    50.0  \n",
+       "285539  N8908D    4245    JFK  CHS      87.0       636  20.0    55.0  \n",
+       "285547  N902XJ    3429    JFK  JAX     109.0       828  21.0     2.0  \n",
+       "285554  N909EV    5714    JFK  IAD      42.0       228  21.0    11.0  \n",
+       "285569  N953WN     542    LGA  MKE     113.0       738  21.0    39.0  \n",
+       "285572  N34111    5804    EWR  OMA     167.0      1134  21.0    40.0  \n",
+       "285583  N559JB     105    JFK  ORD     117.0       740  22.0     8.0  \n",
+       "285587  N16183    4333    EWR  TUL     167.0      1215  22.0    16.0  \n",
+       "285588  N603JB     527    EWR  MCO     110.0       937  22.0    23.0  \n",
+       "285596  N587JB     611    JFK  LAS     300.0      2248  23.0    12.0  \n",
+       "285597  N651JB      97    JFK  DEN     223.0      1626  23.0    16.0  \n",
+       "285598  N523JB     623    JFK  LAX     330.0      2475  23.0    47.0  \n",
+       "285599  N643JB    1203    JFK  SJU     196.0      1598  23.0    51.0  \n",
+       "285600  N476WN    1271    EWR  MDW     109.0       711  23.0    55.0  \n",
+       "285793  N16987    4471    EWR  CLT      84.0       529   8.0    15.0  \n",
+       "285805  N14950    4393    EWR  IND     100.0       645   8.0    24.0  \n",
+       "285829  N21129    4166    EWR  GSP      85.0       594   8.0    48.0  \n",
+       "285858  N676DL    1547    LGA  ATL     135.0       762   9.0     7.0  \n",
+       "285894  N425UA     432    EWR  BOS      48.0       200   9.0    54.0  \n",
+       "285900  N8423C    3879    EWR  CVG      90.0       569   9.0    58.0  \n",
+       "285942  N727TW    1443    JFK  SEA     331.0      2422  10.0    52.0  \n",
+       "285973  N525UA     642    JFK  SFO     349.0      2586  11.0    38.0  \n",
+       "285978  N13202    5806    EWR  OMA     172.0      1134  11.0    46.0  \n",
+       "286016  N3HPAA    2099    LGA  MIA     132.0      1096  12.0    37.0  \n",
+       "286042  N546MQ    3461    LGA  BNA     106.0       764  12.0    58.0  \n",
+       "286053  N608QX    5273    LGA  PIT      53.0       335  13.0    22.0  \n",
+       "286057  N8923A    4060    LGA  DAY      79.0       549  13.0    24.0  \n",
+       "286062  N231WN     226    EWR  DEN     231.0      1605  13.0    29.0  \n",
+       "286068  N328JB    2502    JFK  BUF      55.0       301  13.0    36.0  \n",
+       "286069  N15912    5796    EWR  CLT      80.0       529  13.0    36.0  \n",
+       "286090  N308DE     401    EWR  ATL      99.0       746  14.0     1.0  \n",
+       "286098  N153PQ    5148    EWR  ATL     104.0       746  14.0    15.0  \n",
+       "286100  N826UA     734    EWR  PBI     124.0      1023  14.0    18.0  \n",
+       "286103  N536JB     553    JFK  PBI     125.0      1028  14.0    20.0  \n",
+       "286114  N425UA     421    EWR  ATL     102.0       746  14.0    35.0  \n",
+       "286121  N281AT     348    LGA  ATL     120.0       762  14.0    42.0  \n",
+       "286130  N511MQ    3678    EWR  ORD     149.0       719  14.0    48.0  \n",
+       "286131  N223WN    2261    EWR  PHX     290.0      2133  14.0    49.0  \n",
+       "286208  N531JB     703    JFK  SJU     198.0      1598  15.0    50.0  \n",
+       "286259  N13908    4580    EWR  MKE     115.0       725  16.0    29.0  \n",
+       "286286  N693DL     451    LGA  ATL     121.0       762  16.0    55.0  \n",
+       "286287  N24103    4111    EWR  CHS      87.0       628  16.0    57.0  \n",
+       "286310  N948UW    1714    LGA  PHL      50.0        96  17.0    10.0  \n",
+       "286347  N605QX    5509    EWR  DTW      79.0       488  17.0    42.0  \n",
+       "286359  N14959    4411    EWR  MEM     140.0       946  17.0    55.0  \n",
+       "286373  N514UA     509    LGA  DEN     214.0      1620  18.0    14.0  \n",
+       "286381  N16987    4202    EWR  STL     129.0       872  18.0    21.0  \n",
+       "286404  N15912    4382    EWR  DTW      85.0       488  18.0    36.0  \n",
+       "286407  N201AA    1507    EWR  DFW     179.0      1372  18.0    39.0  \n",
+       "286412  N11164    4091    EWR  IAD      39.0       212  18.0    50.0  \n",
+       "286423  N13202    4394    EWR  DCA      41.0       199  18.0    59.0  \n",
+       "286452  N929WN    2603    LGA  BNA     109.0       764  19.0    22.0  \n",
+       "286471  N8790A    3926    JFK  SDF     104.0       662  19.0    44.0  \n",
+       "286486  N13955    5812    EWR  CHS      88.0       628  19.0    57.0  \n",
+       "286502  N308DE     926    EWR  ATL     103.0       746  20.0    22.0  \n",
+       "286519  N917XJ    3433    JFK  PIT      66.0       340  20.0    30.0  \n",
+       "286525  N13994    4152    EWR  ATL     107.0       746  20.0    38.0  \n",
+       "286528  N14991    4373    EWR  DCA      53.0       199  20.0    48.0  \n",
+       "286529  N14960    4361    EWR  TYS      89.0       631  20.0    48.0  \n",
+       "286550  N426UA     288    EWR  IAH     178.0      1400  21.0    13.0  \n",
+       "286551  N17719    1128    LGA  ORD     127.0       733  21.0    13.0  \n",
+       "286573  N339NW    1854    LGA  FLL     137.0      1076  21.0    42.0  \n",
+       "286575  N8623A    4079    JFK  BWI      50.0       184  21.0    43.0  \n",
+       "286581  N791SW     579    LGA  MDW     110.0       725  22.0     1.0  \n",
+       "286595  N12967    4560    EWR  BTV      47.0       266  23.0     3.0  \n",
+       "286598  N566UA     299    EWR  SFO     338.0      2565  23.0    20.0  \n",
+       "286599  N527JB    1203    JFK  SJU     193.0      1598  23.0    54.0  \n",
+       "286609  N911DL    1247    LGA  ATL     101.0       762   0.0    10.0  \n",
+       "286610  N329JB     718    JFK  BOS      35.0       187   0.0    28.0  \n",
+       "286611  N75429    1682    EWR  FLL     129.0      1065   0.0    28.0  \n",
+       "286612  N705JB    1371    LGA  FLL     137.0      1076   0.0    36.0  \n",
+       "286613  N764US    2195    LGA  DCA      38.0       214   0.0    38.0  \n",
+       "286614  N738EV    5258    LGA  MHT      32.0       195   0.0    41.0  \n",
+       "286615  N656JB    1203    JFK  SJU     187.0      1598   0.0    43.0  \n",
+       "286616  N806JB    1183    JFK  MCO     116.0       944   0.0    44.0  \n",
+       "286617  N192JB    2002    JFK  BUF      55.0       301   0.0    45.0  \n",
+       "286618  N618JB     611    JFK  LAS     296.0      2248   0.0    47.0  \n",
+       "286619  N481WN     579    LGA  MDW     108.0       725   0.0    51.0  \n",
+       "286620  N190JB     234    JFK  BTV      50.0       266   0.0    52.0  \n",
+       "286621  N353JB    1816    JFK  SYR      46.0       209   1.0     3.0  \n",
+       "286622  N663JB     623    JFK  LAX     330.0      2475   1.0     8.0  \n",
+       "286623  N307JB    1677    JFK  JAX     107.0       828   1.0     8.0  \n",
+       "286624  N216JB     108    JFK  PWM      45.0       273   1.0    11.0  \n",
+       "286625  N14573    4560    EWR  BTV      48.0       266   1.0    15.0  \n",
+       "286626  N531JB     745    JFK  PSE     198.0      1617   1.0    30.0  \n",
+       "286627  N554JB    1503    JFK  SJU     189.0      1598   1.0    31.0  \n",
+       "286628  N534JB     839    JFK  BQN     190.0      1576   2.0    13.0  \n",
+       "286629  N228JB     486    JFK  ROC      47.0       264   2.0    18.0  \n",
+       "286801  N14959    4422    EWR  PIT      59.0       319   8.0     4.0  \n",
+       "286842  N87527    1665    EWR  LAX     314.0      2454   8.0    33.0  \n",
+       "286908  N3732J     301    JFK  SJU     207.0      1598   9.0    53.0  \n",
+       "286921  N21537    5827    EWR  RIC      55.0       277  10.0     3.0  \n",
+       "286926  N41135    1643    EWR  DEN     232.0      1605  10.0     8.0  \n",
+       "286939  N751EV    4998    LGA  MCI     145.0      1107  10.0    25.0  \n",
+       "286969  N526MQ    3644    LGA  ATL     101.0       762  11.0     0.0  \n",
+       "286998  N12900    3853    EWR  BNA     109.0       748  11.0    50.0  \n",
+       "287026  N758EV    4952    LGA  CLT      89.0       544  12.0    11.0  \n",
+       "287030  N371CA    5273    LGA  PIT      61.0       335  12.0    30.0  \n",
+       "287034  N510MQ    3718    EWR  ORD     111.0       719  12.0    33.0  \n",
+       "287042  N328JB      34    JFK  BTV      47.0       266  12.0    44.0  \n",
+       "287075  N12967    4640    EWR  DAY      81.0       533  13.0    28.0  \n",
+       "287094  N16559    4381    EWR  DTW      88.0       488  13.0    50.0  \n",
+       "287096  N348JB    1318    JFK  BOS      42.0       187  13.0    55.0  \n",
+       "287103  N537UA     454    EWR  LAS     296.0      2227  14.0     7.0  \n",
+       "287107  N807MQ    3361    JFK  RDU      66.0       427  14.0    15.0  \n",
+       "287110  N16981    4552    EWR  GSO      69.0       445  14.0    18.0  \n",
+       "287117  N3CWAA    1850    JFK  BOS      41.0       187  14.0    33.0  \n",
+       "287155  N543MQ    3305    LGA  RDU      78.0       431  15.0     3.0  \n",
+       "287158  N287WN    2261    EWR  PHX     290.0      2133  15.0     7.0  \n",
+       "287166  N22909    5795    EWR  PIT      54.0       319  15.0    19.0  \n",
+       "287176  N520MQ    3669    LGA  ATL     106.0       762  15.0    30.0  \n",
+       "287177  N809UA     643    EWR  ORD     114.0       719  15.0    31.0  \n",
+       "287189  N618JB     325    JFK  TPA     131.0      1005  15.0    45.0  \n",
+       "287192  N310DE     673    EWR  ATL      98.0       746  15.0    48.0  \n",
+       "287195  N823UA     279    EWR  PHX     285.0      2133  15.0    51.0  \n",
+       "287206  N916XJ    3393    JFK  DCA      58.0       213  15.0    58.0  \n",
+       "287217  N13989    4118    EWR  DTW      96.0       488  16.0     8.0  \n",
+       "287218  N8905F    4115    JFK  IAD      67.0       228  16.0     9.0  \n",
+       "287229  N502MQ    3433    JFK  DCA      59.0       213  16.0    27.0  \n",
+       "287238  N12136    4233    EWR  BTV      48.0       266  16.0    43.0  \n",
+       "287245  N713MQ    3416    LGA  RDU       NaN       431  16.0    54.0  \n",
+       "287247  N256WN     493    LGA  STL     140.0       888  16.0    56.0  \n",
+       "287249  N539AA     883    EWR  DFW     178.0      1372  16.0    57.0  \n",
+       "287250  N308DE    1942    EWR  ATL      97.0       746  16.0    57.0  \n",
+       "287251  N555LV     216    EWR  MDW     109.0       711  16.0    57.0  \n",
+       "287252  N13969    6002    EWR  SDF     113.0       642  16.0    58.0  \n",
+       "287256  N12900    5841    EWR  STL     148.0       872  17.0     7.0  \n",
+       "287259  N522MQ    3622    LGA  BNA     110.0       764  17.0    10.0  \n",
+       "287269  N908XJ    3523    JFK  ORD     124.0       740  17.0    28.0  \n",
+       "287272  N901XJ    3400    JFK  MKE     127.0       745  17.0    29.0  \n",
+       "287275  N0EGMQ    3357    LGA  ATL     103.0       762  17.0    30.0  \n",
+       "287282  N517JB    1801    JFK  FLL     147.0      1069  17.0    43.0  \n",
+       "287288  N34110    4193    EWR  MSP     160.0      1008  17.0    52.0  \n",
+       "287290  N75426    1037    EWR  SFO     350.0      2565  17.0    53.0  \n",
+       "287295  N27962    4411    EWR  MEM     138.0       946  17.0    56.0  \n",
+       "287300  N24729    1625    EWR  DEN     278.0      1605  18.0     3.0  \n",
+       "287301  N14920    4702    EWR  GSO      70.0       445  18.0    10.0  \n",
+       "287302  N3FRAA    1999    EWR  MIA     135.0      1085  18.0    12.0  \n",
+       "287305  N930XJ    3459    JFK  BNA     105.0       765  18.0    16.0  \n",
+       "287306  N11127    4300    EWR  RIC      48.0       277  18.0    17.0  \n",
+       "287307  N13750    1615    EWR  ATL     100.0       746  18.0    18.0  \n",
+       "287308  N593UA     996    EWR  SFO     420.0      2565  18.0    19.0  \n",
+       "287309  N588JB      89    JFK  SAN     317.0      2446  18.0    24.0  \n",
+       "287310  N676AW     681    EWR  PHX     326.0      2133  18.0    25.0  \n",
+       "287311  N12967    4596    EWR  STL     133.0       872  18.0    26.0  \n",
+       "287312  N301NB    2042    EWR  ATL     100.0       746  18.0    27.0  \n",
+       "287313  N504JB     327    EWR  MCO     119.0       937  18.0    29.0  \n",
+       "287314  N17719    1661    LGA  IAH     182.0      1416  18.0    29.0  \n",
+       "287315  N317NB    1473    LGA  MEM     133.0       963  18.0    31.0  \n",
+       "287316  N3FPAA     695    JFK  AUS     200.0      1521  18.0    32.0  \n",
+       "287319  N699MQ    3216    JFK  ORF      50.0       290  18.0    36.0  \n",
+       "287326  N3DDAA    1901    JFK  IAH     189.0      1417  18.0    51.0  \n",
+       "287327  N13949    4202    EWR  STL     136.0       872  18.0    52.0  \n",
+       "287328  N12114    1109    EWR  MCO     119.0       937  18.0    52.0  \n",
+       "287329  N228JB    1119    JFK  CLT      94.0       541  18.0    53.0  \n",
+       "287331  N332AA     177    JFK  SFO     392.0      2586  18.0    56.0  \n",
+       "287332  N78438    1100    EWR  SEA     359.0      2402  18.0    56.0  \n",
+       "287333  N907DL    1619    LGA  MSP     154.0      1020  18.0    57.0  \n",
+       "287336  N754SW     580    EWR  HOU     181.0      1411  19.0     0.0  \n",
+       "287337  N562UW     894    LGA  CLT      90.0       544  19.0     0.0  \n",
+       "287339  N568JB    1171    LGA  FLL     145.0      1076  19.0     3.0  \n",
+       "287341  N353JB    1407    JFK  IAD      71.0       228  19.0     8.0  \n",
+       "287342  N263AV     837    LGA  DEN     217.0      1620  19.0     9.0  \n",
+       "287343  N961UW    2158    LGA  BOS      40.0       184  19.0     9.0  \n",
+       "287344  N17169    4667    EWR  MSP     154.0      1008  19.0    10.0  \n",
+       "287345  N630JB     299    LGA  MCO     120.0       950  19.0    13.0  \n",
+       "287348  N521US    2247    LGA  ATL      99.0       762  19.0    15.0  \n",
+       "287349  N510UA     535    JFK  LAX     322.0      2475  19.0    15.0  \n",
+       "287350  N661JB     415    JFK  SFO     359.0      2586  19.0    17.0  \n",
+       "287352  N721TW     841    JFK  SFO     384.0      2586  19.0    21.0  \n",
+       "287355  N703TW    1163    JFK  LAX     314.0      2475  19.0    28.0  \n",
+       "287357  N190JB    1185    JFK  RDU      67.0       427  19.0    29.0  \n",
+       "287358  N14905    4382    EWR  DTW      84.0       488  19.0    29.0  \n",
+       "287359  N261AT     771    LGA  ATL     106.0       762  19.0    30.0  \n",
+       "287361  N721MQ    3486    LGA  BNA     112.0       764  19.0    32.0  \n",
+       "287362  N3CEAA    1611    LGA  MIA     144.0      1096  19.0    33.0  \n",
+       "287363  N240WN      19    EWR  STL     133.0       872  19.0    36.0  \n",
+       "287364  N329JB    1202    JFK  BUF      59.0       301  19.0    39.0  \n",
+       "287367  N717SA    2625    LGA  MDW     112.0       725  19.0    46.0  \n",
+       "287368  N348JB     918    JFK  BOS      39.0       187  19.0    47.0  \n",
+       "287369  N835AS    5713    LGA  IAD      72.0       229  19.0    48.0  \n",
+       "287371  N14573    4394    EWR  DCA      56.0       199  19.0    50.0  \n",
+       "287372  N631VA     193    EWR  SFO     348.0      2565  19.0    51.0  \n",
+       "287373  N302DQ     926    EWR  ATL     100.0       746  19.0    52.0  \n",
+       "287374  N349NB    1715    LGA  MSY     155.0      1183  19.0    52.0  \n",
+       "287375  N408AS       7    EWR  SEA     340.0      2402  19.0    53.0  \n",
+       "287377  N192JB    1516    JFK  SYR      47.0       209  19.0    55.0  \n",
+       "287378  N76505    1078    EWR  SAT     204.0      1569  19.0    55.0  \n",
+       "287379  N3GSAA    1711    JFK  ORD     123.0       740  19.0    56.0  \n",
+       "287381  N485AA    2019    LGA  STL     136.0       888  19.0    58.0  \n",
+       "287383  N720MQ    3532    LGA  XNA     139.0      1147  19.0    58.0  \n",
+       "287385  N36247    1267    EWR  SNA     321.0      2434  19.0    58.0  \n",
+       "287386  N794JB     305    EWR  FLL     138.0      1065  19.0    59.0  \n",
+       "287388  N3AJAA     785    LGA  DFW     186.0      1389  20.0     2.0  \n",
+       "287390  N27733    1187    EWR  CLE      71.0       404  20.0     2.0  \n",
+       "287393  N368JB     408    JFK  PWM      52.0       273  20.0     4.0  \n",
+       "287396  N3DRAA     269    JFK  SEA     352.0      2422  20.0     6.0  \n",
+       "287397  N644JB     153    JFK  PBI     125.0      1028  20.0     6.0  \n",
+       "287398  N558JB     359    JFK  BUR     329.0      2465  20.0     7.0  \n",
+       "287399  N36472    1684    EWR  MIA     154.0      1085  20.0     7.0  \n",
+       "287401  N3764D    1394    JFK  PDX     348.0      2454  20.0     9.0  \n",
+       "287402  N521VA     169    EWR  LAX     328.0      2454  20.0    10.0  \n",
+       "287403  N494WN     262    EWR  DEN     256.0      1605  20.0    10.0  \n",
+       "287405  N918FJ    2751    LGA  CLT      78.0       544  20.0    11.0  \n",
+       "287406  N933WN     625    EWR  MDW     107.0       711  20.0    14.0  \n",
+       "287407  N623JB     711    JFK  LAS     294.0      2248  20.0    15.0  \n",
+       "287408  N623VA     413    JFK  LAX     325.0      2475  20.0    19.0  \n",
+       "287409  N332NB    2131    LGA  DTW      82.0       502  20.0    21.0  \n",
+       "287410  N530MQ    3674    LGA  CLE      69.0       419  20.0    21.0  \n",
+       "287412  N534UA     212    EWR  SFO     352.0      2565  20.0    22.0  \n",
+       "287413  N27205    1259    LGA  IAH     179.0      1416  20.0    22.0  \n",
+       "287414  N37419    1142    EWR  BOS      44.0       200  20.0    22.0  \n",
+       "287415  N8888D    4059    LGA  DAY      91.0       549  20.0    23.0  \n",
+       "287416  N354JB    2580    EWR  BOS      43.0       200  20.0    25.0  \n",
+       "287417  N448UA     350    EWR  TPA     127.0       997  20.0    26.0  \n",
+       "287418  N39726    1455    LGA  ORD     123.0       733  20.0    26.0  \n",
+       "287421  N553AA     773    LGA  DFW     184.0      1389  20.0    30.0  \n",
+       "287422  N612JB     669    JFK  SJC     372.0      2569  20.0    30.0  \n",
+       "287423  N13133    4453    EWR  MCI     158.0      1092  20.0    30.0  \n",
+       "287424  N15912    4410    EWR  CAE      85.0       602  20.0    32.0  \n",
+       "287427  N3CWAA     145    JFK  SAN     328.0      2446  20.0    39.0  \n",
+       "287428  N185UW    1873    LGA  CLT      77.0       544  20.0    41.0  \n",
+       "287429  N37420    1506    EWR  LAS     323.0      2227  20.0    41.0  \n",
+       "287430  N6704Z      87    JFK  SLC     280.0      1990  20.0    42.0  \n",
+       "287431  N22909    5812    EWR  CHS       NaN       628  20.0    42.0  \n",
+       "287433  N3JVAA     361    LGA  ORD     119.0       733  20.0    43.0  \n",
+       "287434  N3732J    2454    JFK  DEN     248.0      1626  20.0    44.0  \n",
+       "287435  N3757D     245    JFK  PHX     329.0      2153  20.0    45.0  \n",
+       "287436  N338AA      21    JFK  LAX     317.0      2475  20.0    50.0  \n",
+       "287437  N764US    2187    LGA  DCA      59.0       214  20.0    54.0  \n",
+       "287439  N21537    3854    EWR  ATL     107.0       746  20.0    56.0  \n",
+       "287440  N821AY    3807    EWR  CVG       NaN       569  21.0     0.0  \n",
+       "287442  N997DL     947    LGA  ATL     106.0       762  21.0     3.0  \n",
+       "287443  N38424    1417    EWR  PBI     135.0      1023  21.0     3.0  \n",
+       "287444  N843UA     589    EWR  ORD     117.0       719  21.0     3.0  \n",
+       "287445  N556JB    1161    LGA  PBI     129.0      1035  21.0     5.0  \n",
+       "287446  N12136    4152    EWR  ATL     104.0       746  21.0     7.0  \n",
+       "287447  N213WN    1454    EWR  MSY     152.0      1167  21.0     9.0  \n",
+       "287448  N936DL    1585    LGA  MCO     119.0       950  21.0    10.0  \n",
+       "287450  N365NW    1499    LGA  ATL     102.0       762  21.0    13.0  \n",
+       "287453  N637JB      71    JFK  SLC     299.0      1990  21.0    18.0  \n",
+       "287454  N751EV    5091    LGA  PIT      57.0       335  21.0    18.0  \n",
+       "287456  N5FJAA     257    JFK  LAS     302.0      2248  21.0    20.0  \n",
+       "287457  N793JB     105    JFK  ORD     122.0       740  21.0    20.0  \n",
+       "287458  N438UA     462    EWR  IAH     183.0      1400  21.0    20.0  \n",
+       "287460  N3AMAA    1709    LGA  MIA     139.0      1096  21.0    22.0  \n",
+       "287462  N14214    1437    LGA  ORD     115.0       733  21.0    23.0  \n",
+       "287464  N907DE    2331    LGA  DTW      82.0       502  21.0    27.0  \n",
+       "287465  N607LR    5092    EWR  ATL     100.0       746  21.0    28.0  \n",
+       "287466  N3GGAA    1762    JFK  BOS      41.0       187  21.0    29.0  \n",
+       "287467  N901DE    1147    LGA  ATL     108.0       762  21.0    29.0  \n",
+       "287469  N635VA      29    JFK  SFO     353.0      2586  21.0    29.0  \n",
+       "287470  N746UW    2193    LGA  DCA      39.0       214  21.0    32.0  \n",
+       "287471  N491WN    2603    LGA  BNA     108.0       764  21.0    33.0  \n",
+       "287472  N950UW    2162    LGA  BOS      43.0       184  21.0    33.0  \n",
+       "287473  N11535    4191    EWR  BNA     114.0       748  21.0    34.0  \n",
+       "287474  N11155    4204    EWR  OKC       NaN      1325  21.0    34.0  \n",
+       "287475  N179JB     201    JFK  FLL     140.0      1069  21.0    35.0  \n",
+       "287476  N710EV    5207    LGA  BGR      57.0       378  21.0    35.0  \n",
+       "287478  N14204    5804    EWR  OMA     163.0      1134  21.0    44.0  \n",
+       "287479  N685DA      61    LGA  ATL     104.0       762  21.0    45.0  \n",
+       "287480  N614QX    5038    LGA  BHM     114.0       866  21.0    45.0  \n",
+       "287482  N16559    4373    EWR  DCA      38.0       199  21.0    47.0  \n",
+       "287484  N338NB    1091    JFK  SAT     200.0      1587  21.0    50.0  \n",
+       "287485  N335NB    2383    LGA  PWM      40.0       269  21.0    51.0  \n",
+       "287486  N436UA     206    EWR  SEA     330.0      2402  21.0    52.0  \n",
+       "287489   N3767     569    JFK  ATL     101.0       760  21.0    55.0  \n",
+       "287490  N645MQ    2949    JFK  BNA     112.0       765  21.0    55.0  \n",
+       "287491  N16951    4361    EWR  TYS      92.0       631  21.0    56.0  \n",
+       "287492  N947UW    2160    LGA  BOS      42.0       184  21.0    59.0  \n",
+       "287493  N14231    1532    EWR  SFO     370.0      2565  22.0     0.0  \n",
+       "287494  N638JB    1083    JFK  MCO     120.0       944  22.0     2.0  \n",
+       "287495  N200PQ    5454    EWR  DTW      80.0       488  22.0     2.0  \n",
+       "287496  N394DA    2065    JFK  FLL     137.0      1069  22.0     3.0  \n",
+       "287497  N24202    1439    EWR  LAX     323.0      2454  22.0     4.0  \n",
+       "287498  N955DL    1435    LGA  TPA     130.0      1010  22.0     5.0  \n",
+       "287499  N331NW    1854    LGA  FLL     139.0      1076  22.0     9.0  \n",
+       "287500  N542UW     425    JFK  CLT      94.0       541  22.0    10.0  \n",
+       "287501  N14153    4434    EWR  CLT      77.0       529  22.0    11.0  \n",
+       "287502  N931DL     975    LGA  PIT      53.0       335  22.0    12.0  \n",
+       "287503  N584JB    1271    LGA  FLL     139.0      1076  22.0    13.0  \n",
+       "287504  N827AS    5769    LGA  IAD      43.0       229  22.0    13.0  \n",
+       "287505  N502MQ    3535    JFK  CMH      69.0       483  22.0    17.0  \n",
+       "287506  N3740C    1729    JFK  LAS     290.0      2248  22.0    22.0  \n",
+       "287507  N812UA     291    EWR  AUS     193.0      1504  22.0    22.0  \n",
+       "287508  N597UA     771    JFK  LAX     339.0      2475  22.0    26.0  \n",
+       "287509  N12564    6120    LGA  CLE      79.0       419  22.0    27.0  \n",
+       "287510  N559JB    1295    JFK  AUS     196.0      1521  22.0    28.0  \n",
+       "287511  N3760C     347    JFK  SJU     207.0      1598  22.0    28.0  \n",
+       "287513   N744P    2197    LGA  DCA      41.0       214  22.0    30.0  \n",
+       "287514  N24702    1128    LGA  ORD     114.0       733  22.0    31.0  \n",
+       "287515  N25134    4333    EWR  TUL     169.0      1215  22.0    33.0  \n",
+       "287516  N78524    1692    EWR  MCO     122.0       937  22.0    33.0  \n",
+       "287517  N509JB     165    JFK  PDX     332.0      2454  22.0    34.0  \n",
+       "287519  N373JB     418    JFK  BOS      41.0       187  22.0    39.0  \n",
+       "287520  N476AA     363    LGA  ORD     118.0       733  22.0    42.0  \n",
+       "287521  N284JB     686    JFK  ROC      53.0       264  22.0    43.0  \n",
+       "287522  N14558    3830    EWR  RIC      48.0       277  22.0    43.0  \n",
+       "287523  N11106    4672    EWR  STL     126.0       872  22.0    43.0  \n",
+       "287524  N503JB     161    JFK  SMF     339.0      2521  22.0    44.0  \n",
+       "287525  N655JB     527    EWR  MCO     120.0       937  22.0    44.0  \n",
+       "287526  N15980    3823    EWR  SDF      99.0       642  22.0    44.0  \n",
+       "287527  N648JB      97    JFK  DEN     222.0      1626  22.0    45.0  \n",
+       "287528  N628VA     415    JFK  LAX     330.0      2475  22.0    56.0  \n",
+       "287529  N283JB     775    JFK  MSY     150.0      1182  22.0    59.0  \n",
+       "287530  N22909    4474    EWR  BWI      35.0       169  23.0     0.0  \n",
+       "287531  N328AA     185    JFK  LAX     324.0      2475  23.0     1.0  \n",
+       "287532  N328JB     702    JFK  BUF      59.0       301  23.0     2.0  \n",
+       "287533  N8623A    4218    JFK  PHL      26.0        94  23.0     3.0  \n",
+       "287534  N708EV    5268    LGA  CLT      75.0       544  23.0     3.0  \n",
+       "287535  N370NB     985    JFK  BOS      36.0       187  23.0    12.0  \n",
+       "287536  N13992    4351    EWR  JAX     112.0       820  23.0    14.0  \n",
+       "287537  N4UBAA    1691    EWR  DFW     179.0      1372  23.0    18.0  \n",
+       "287538  N928AT     485    LGA  CAK      57.0       397  23.0    18.0  \n",
+       "287539  N592JB     135    JFK  PHX     282.0      2153  23.0    24.0  \n",
+       "287540  N543MQ    3526    LGA  CMH      70.0       479  23.0    25.0  \n",
+       "287541  N748EV    5169    LGA  BTV      71.0       258  23.0    30.0  \n",
+       "287542  N231JB    2680    EWR  BOS      39.0       200  23.0    31.0  \n",
+       "287543  N758EV    4978    LGA  CLT      76.0       544  23.0    34.0  \n",
+       "287544  N14920    4695    EWR  MHT      40.0       209  23.0    41.0  \n",
+       "287545  N741SA     542    LGA  MKE     113.0       738  23.0    42.0  \n",
+       "287546  N805MQ    3621    JFK  DCA      48.0       213  23.0    43.0  \n",
+       "287547  N828MQ    3660    LGA  BNA     111.0       764  23.0    43.0  \n",
+       "287548  N912XJ    3470    JFK  CVG      85.0       589  23.0    46.0  \n",
+       "287549  N568AA     371    LGA  ORD     118.0       733  23.0    51.0  \n",
+       "287550  N649JB    1103    JFK  SJU     194.0      1598  23.0    57.0  \n",
+       "287551  N608JB     499    LGA  MCO     115.0       950  23.0    59.0  \n",
+       "287610  N324AA     185    JFK  LAX     329.0      2475   0.0     4.0  \n",
+       "287611  N366NB     985    JFK  BOS      37.0       187   0.0     4.0  \n",
+       "287612  N592JB    1183    JFK  MCO     121.0       944   0.0    11.0  \n",
+       "287613  N193JB     718    JFK  BOS      42.0       187   0.0    15.0  \n",
+       "287614  N16546    3823    EWR  SDF     104.0       642   0.0    15.0  \n",
+       "287615  N11137    4560    EWR  BTV      45.0       266   0.0    23.0  \n",
+       "287616  N665JB    1371    LGA  FLL     137.0      1076   0.0    27.0  \n",
+       "287617  N416UA     525    EWR  DEN     210.0      1605   0.0    32.0  \n",
+       "287618  N587JB    1103    JFK  SJU     193.0      1598   0.0    39.0  \n",
+       "287619  N554JB    1201    JFK  FLL     140.0      1069   1.0     0.0  \n",
+       "287620  N526JB    1503    JFK  SJU     193.0      1598   2.0     0.0  \n",
+       "287621  N565JB     745    JFK  PSE     196.0      1617   2.0    36.0  \n",
+       "287803  N516JB     905    JFK  ORD     116.0       740   8.0    20.0  \n",
+       "287812  N0EGMQ    3676    LGA  CLT      89.0       544   8.0    27.0  \n",
+       "287816  N665JB     453    JFK  PBI     133.0      1028   8.0    35.0  \n",
+       "287834  N749SW    3841    EWR  MDW     106.0       711   8.0    49.0  \n",
+       "287854  N371CA    4963    EWR  MSP     148.0      1008   8.0    59.0  \n",
+       "287881  N535MQ    3599    LGA  MSP     152.0      1020   9.0    40.0  \n",
+       "287886  N14905    4297    EWR  DTW      84.0       488   9.0    43.0  \n",
+       "287912  N75435    1216    EWR  SJU     193.0      1608  10.0    20.0  \n",
+       "287939  N706TW    1765    JFK  SFO     325.0      2586  11.0     3.0  \n",
+       "287946  N530MQ    3644    LGA  ATL     104.0       762  11.0    11.0  \n",
+       "287953  N505UA     642    JFK  SFO     346.0      2586  11.0    18.0  \n",
+       "287966  N14174    4380    EWR  MSP     159.0      1008  11.0    31.0  \n",
+       "287970  N624VA      23    JFK  SFO     336.0      2586  11.0    39.0  \n",
+       "287972  N833AS    5711    JFK  IAD      45.0       228  11.0    42.0  \n",
+       "287974  N283JB    2602    JFK  BUF      56.0       301  11.0    43.0  \n",
+       "287978  N594JB     483    JFK  MCO     125.0       944  11.0    50.0  \n",
+       "287979  N320AA     179    JFK  SFO     344.0      2586  11.0    52.0  \n",
+       "287998  N829AS    5736    LGA  IAD      44.0       229  12.0     6.0  \n",
+       "288002  N14171    4662    EWR  RDU      66.0       416  12.0    11.0  \n",
+       "288007  N614QX    5273    LGA  PIT      62.0       335  12.0    23.0  \n",
+       "288014  N14198    4495    EWR  SAV      99.0       708  12.0    33.0  \n",
+       "288046  N805MQ    3386    JFK  DCA      41.0       213  13.0     5.0  \n",
+       "288066  N0EGMQ    3658    LGA  ATL     104.0       762  13.0    36.0  \n",
+       "288071  N34131    1186    EWR  MIA     140.0      1085  13.0    44.0  \n",
+       "288102  N589JB     505    EWR  FLL     144.0      1065  14.0    33.0  \n",
+       "288104  N203JB    1101    JFK  FLL     153.0      1069  14.0    36.0  \n",
+       "288120  N587JB    1639    LGA  RSW     165.0      1080  14.0    51.0  \n",
+       "288152  N827JB    1883    JFK  MCO     124.0       944  15.0    18.0  \n",
+       "288153  N274JB    2480    EWR  BOS      66.0       200  15.0    20.0  \n",
+       "288158  N308DE     673    EWR  ATL     101.0       746  15.0    26.0  \n",
+       "288170  N602LR    3318    JFK  BUF      62.0       301  15.0    47.0  \n",
+       "288180  N13970    4111    EWR  CHS      96.0       628  15.0    56.0  \n",
+       "288185  N5ETAA    1635    JFK  SJU     195.0      1598  16.0     0.0  \n",
+       "288188  N583JB    1171    LGA  FLL     151.0      1076  16.0     1.0  \n",
+       "288201  N604LR    3393    JFK  DCA      58.0       213  16.0    17.0  \n",
+       "288204  N14171    4377    EWR  JAX     114.0       820  16.0    21.0  \n",
+       "288205  N13997    6002    EWR  SDF       NaN       642  16.0    21.0  \n",
+       "288211  N708EV    4978    LGA  CLT      79.0       544  16.0    29.0  \n",
+       "288225   N704X    1164    JFK  BOS      43.0       187  16.0    43.0  \n",
+       "288226  N901XJ    3325    JFK  DFW       NaN      1391  16.0    44.0  \n",
+       "288228  N717MQ    3532    LGA  XNA     169.0      1147  16.0    45.0  \n",
+       "288242  N480WN     262    EWR  DEN     236.0      1605  16.0    59.0  \n",
+       "288243  N829AS    5713    LGA  IAD      83.0       229  16.0    59.0  \n",
+       "288245  N309DE    1942    EWR  ATL      99.0       746  17.0     3.0  \n",
+       "288249  N510MJ    3771    LGA  IAD      71.0       229  17.0     8.0  \n",
+       "288250  N578UA     745    LGA  DEN     250.0      1620  17.0     8.0  \n",
+       "288254  N760JB     573    EWR  TPA     134.0       997  17.0    15.0  \n",
+       "288259  N567UA     485    EWR  DEN     214.0      1605  17.0    21.0  \n",
+       "288260  N371CA    5461    LGA  RDU      66.0       431  17.0    23.0  \n",
+       "288265  N13968    4212    EWR  RDU      85.0       416  17.0    30.0  \n",
+       "288270  N807JB     283    JFK  MCO     125.0       944  17.0    35.0  \n",
+       "288272  N19966    5841    EWR  STL     138.0       872  17.0    37.0  \n",
+       "288277  N526JB    1161    LGA  PBI     145.0      1035  17.0    46.0  \n",
+       "288281  N840UA     779    EWR  BOS      47.0       200  17.0    53.0  \n",
+       "288282  N758EV    5199    LGA  CHS     106.0       641  17.0    55.0  \n",
+       "288284  N625VA      27    JFK  SFO     341.0      2586  17.0    58.0  \n",
+       "288286  N190JB    2302    JFK  BUF      59.0       301  17.0    59.0  \n",
+       "288291  N712EV    5509    EWR  DTW      80.0       488  18.0     0.0  \n",
+       "288294  N75426    1284    EWR  SFO     345.0      2565  18.0     5.0  \n",
+       "288297  N339NW    1779    LGA  FLL     151.0      1076  18.0     7.0  \n",
+       "288298  N937XJ    3448    JFK  CVG      88.0       589  18.0     8.0  \n",
+       "288303  N8943A    3932    EWR  CVG      91.0       569  18.0    14.0  \n",
+       "288306  N357NB    1473    LGA  MEM     139.0       963  18.0    15.0  \n",
+       "288307  N281WN    2625    LGA  MDW     116.0       725  18.0    16.0  \n",
+       "288309  N87527    1078    EWR  SAT     206.0      1569  18.0    19.0  \n",
+       "288310  N730US    2189    LGA  DCA      46.0       214  18.0    19.0  \n",
+       "288313  N306JB    1516    JFK  SYR      43.0       209  18.0    22.0  \n",
+       "288314  N366NB     402    JFK  BOS      48.0       187  18.0    22.0  \n",
+       "288316  N76529    1704    EWR  LAS     308.0      2227  18.0    22.0  \n",
+       "288319  N17126    1109    EWR  MCO     122.0       937  18.0    27.0  \n",
+       "288326  N28457    1100    EWR  SEA     332.0      2402  18.0    37.0  \n",
+       "288330  N289AT     771    LGA  ATL     106.0       762  18.0    40.0  \n",
+       "288331  N598AA    1507    EWR  DFW     192.0      1372  18.0    41.0  \n",
+       "288333  N213FR     837    LGA  DEN     217.0      1620  18.0    43.0  \n",
+       "288336  N281JB     408    JFK  PWM      52.0       273  18.0    46.0  \n",
+       "288338  N523MQ    3301    LGA  RDU      72.0       431  18.0    47.0  \n",
+       "288340  N318NB    2042    EWR  ATL     105.0       746  18.0    49.0  \n",
+       "288343  N524UA     268    EWR  IAH     182.0      1400  18.0    50.0  \n",
+       "288344  N16546    5824    EWR  ORF      77.0       284  18.0    51.0  \n",
+       "288345  N393DA       4    JFK  SJU     197.0      1598  18.0    54.0  \n",
+       "288347  N14991    5812    EWR  CHS      98.0       628  18.0    56.0  \n",
+       "288348  N509UA     996    EWR  SFO     350.0      2565  18.0    57.0  \n",
+       "288350  N14174    4202    EWR  STL     135.0       872  18.0    59.0  \n",
+       "288352  N594JB     327    EWR  MCO     128.0       937  19.0     0.0  \n",
+       "288355  N708JB     167    JFK  OAK     331.0      2576  19.0     3.0  \n",
+       "288356  N565JB    1729    JFK  RSW     139.0      1074  19.0    10.0  \n",
+       "288359  N318US    1321    EWR  MSP     156.0      1008  19.0    11.0  \n",
+       "288360  N233LV     580    EWR  HOU     186.0      1411  19.0    11.0  \n",
+       "288362  N27200    4511    EWR  ROC      44.0       246  19.0    12.0  \n",
+       "288363  N589UA     769    JFK  SFO     358.0      2586  19.0    12.0  \n",
+       "288364  N579JB     299    LGA  MCO     131.0       950  19.0    14.0  \n",
+       "288372  N329AA     177    JFK  SFO     354.0      2586  19.0    21.0  \n",
+       "288373  N76503    1424    LGA  ORD     115.0       733  19.0    22.0  \n",
+       "288375  N205WN      19    EWR  STL     129.0       872  19.0    27.0  \n",
+       "288376  N725MQ    3402    LGA  TVC     107.0       655  19.0    27.0  \n",
+       "288379  N17730    1661    LGA  IAH     182.0      1416  19.0    28.0  \n",
+       "288380  N839UA     244    EWR  BOS      45.0       200  19.0    32.0  \n",
+       "288382  N24706    1136    EWR  BOS      47.0       200  19.0    33.0  \n",
+       "288387  N3FCAA    1750    JFK  BOS      43.0       187  19.0    41.0  \n",
+       "288388  N930WN     625    EWR  MDW     106.0       711  19.0    41.0  \n",
+       "288389  N3764D    1394    JFK  PDX     324.0      2454  19.0    44.0  \n",
+       "288390  N518MQ    3526    LGA  CMH      70.0       479  19.0    44.0  \n",
+       "288391  N484UA     708    EWR  ORD     111.0       719  19.0    44.0  \n",
+       "288393  N407AS       7    EWR  SEA     350.0      2402  19.0    49.0  \n",
+       "288397  N656JB     305    EWR  FLL     151.0      1065  19.0    57.0  \n",
+       "288398  N16151    4678    EWR  MSP     158.0      1008  19.0    57.0  \n",
+       "288400  N304DQ     926    EWR  ATL      99.0       746  20.0     1.0  \n",
+       "288402  N4YBAA     359    LGA  ORD     119.0       733  20.0     3.0  \n",
+       "288404  N326NB    1715    LGA  MSY     152.0      1183  20.0     5.0  \n",
+       "288405  N495WN    1454    EWR  MSY     156.0      1167  20.0     5.0  \n",
+       "288406  N490UA     236    EWR  MIA     157.0      1085  20.0     5.0  \n",
+       "288407  N702TW    1465    JFK  SFO     398.0      2586  20.0     6.0  \n",
+       "288408  N526VA     169    EWR  LAX     341.0      2454  20.0     6.0  \n",
+       "288414  N39728    1116    EWR  BOS      44.0       200  20.0     8.0  \n",
+       "288415  N907XJ    3525    JFK  ORD     120.0       740  20.0     9.0  \n",
+       "288416  N3769L     245    JFK  PHX     285.0      2153  20.0    10.0  \n",
+       "288419  N178JB     201    JFK  FLL     151.0      1069  20.0    13.0  \n",
+       "288420  N534JB     415    JFK  SFO     342.0      2586  20.0    13.0  \n",
+       "288421  N555UA     389    JFK  SFO     361.0      2586  20.0    13.0  \n",
+       "288423  N3746H    2454    JFK  DEN     218.0      1626  20.0    14.0  \n",
+       "288424  N637JB     153    JFK  PBI     136.0      1028  20.0    15.0  \n",
+       "288426  N365NW    2019    LGA  MSP     149.0      1020  20.0    16.0  \n",
+       "288433  N413WN     542    LGA  MKE     111.0       738  20.0    31.0  \n",
+       "288434  N17169    6013    EWR  CVG      90.0       569  20.0    32.0  \n",
+       "288435  N3771K     479    EWR  SLC     298.0      1969  20.0    33.0  \n",
+       "288437  N930XJ    3429    JFK  JAX     118.0       828  20.0    41.0  \n",
+       "288439  N718EV    5038    LGA  BHM     117.0       866  20.0    45.0  \n",
+       "288441  N217JC    2603    LGA  BNA     111.0       764  20.0    46.0  \n",
+       "288442  N524MQ    3535    JFK  CMH      71.0       483  20.0    47.0  \n",
+       "288444  N504UA     207    EWR  SFO     351.0      2565  20.0    50.0  \n",
+       "288446  N640VA     193    EWR  SFO     333.0      2565  20.0    53.0  \n",
+       "288447  N200PQ    5092    EWR  ATL     102.0       746  20.0    54.0  \n",
+       "288448  N350NA    1854    LGA  FLL     144.0      1076  20.0    55.0  \n",
+       "288449  N353NB    1091    JFK  SAT     199.0      1587  20.0    55.0  \n",
+       "288450  N24212    1259    LGA  IAH     181.0      1416  20.0    55.0  \n",
+       "288453  N927LR    2751    LGA  CLT      78.0       544  20.0    59.0  \n",
+       "288458  N604LR    3443    JFK  RDU      67.0       427  21.0    11.0  \n",
+       "288459  N3FBAA    1762    JFK  BOS      50.0       187  21.0    11.0  \n",
+       "288460  N73278    1481    EWR  SFO     366.0      2565  21.0    14.0  \n",
+       "288461  N892AT     778    LGA  ATL      95.0       762  21.0    15.0  \n",
+       "288462  N612JB    1271    LGA  FLL     156.0      1076  21.0    16.0  \n",
+       "288464  N16919    4209    EWR  TVC      98.0       644  21.0    17.0  \n",
+       "288468  N633JB     711    JFK  LAS     300.0      2248  21.0    22.0  \n",
+       "288471  N37465    1680    EWR  MIA     159.0      1085  21.0    26.0  \n",
+       "288475  N959DL     975    LGA  PIT      53.0       335  21.0    28.0  \n",
+       "288476  N33714    1128    LGA  ORD     114.0       733  21.0    28.0  \n",
+       "288477  N960DL    1147    LGA  ATL     105.0       762  21.0    29.0  \n",
+       "288478  N525UA     771    JFK  LAX     340.0      2475  21.0    31.0  \n",
+       "288479  N23707    1464    EWR  CLE      62.0       404  21.0    33.0  \n",
+       "288480  N3736C    1485    LGA  MCO     134.0       950  21.0    34.0  \n",
+       "288481  N17159    4543    EWR  DSM     145.0      1017  21.0    38.0  \n",
+       "288482  N720MQ    3573    LGA  CMH      76.0       479  21.0    39.0  \n",
+       "288484  N18120    5804    EWR  OMA     162.0      1134  21.0    43.0  \n",
+       "288486  N806JB     915    JFK  SFO     356.0      2586  21.0    44.0  \n",
+       "288487  N834AS    5769    LGA  IAD      47.0       229  21.0    44.0  \n",
+       "288488  N522MQ    3662    LGA  ATL     105.0       762  21.0    45.0  \n",
+       "288489  N36207    1532    EWR  SFO     342.0      2565  21.0    45.0  \n",
+       "288490  N495UA     353    EWR  TPA     134.0       997  21.0    45.0  \n",
+       "288493  N846VA      29    JFK  SFO     361.0      2586  21.0    47.0  \n",
+       "288494  N912XJ    3285    JFK  MSY     156.0      1182  21.0    48.0  \n",
+       "288495  N741SA    1271    EWR  MDW     103.0       711  21.0    49.0  \n",
+       "288496  N27962    4373    EWR  DCA      46.0       199  21.0    51.0  \n",
+       "288499  N608JB    1505    JFK  ABQ     246.0      1826  21.0    59.0  \n",
+       "288501  N267JB    2580    EWR  BOS      42.0       200  22.0     3.0  \n",
+       "288502  N835AS    5714    JFK  IAD      49.0       228  22.0     4.0  \n",
+       "288503  N981DL     947    LGA  ATL     103.0       762  22.0     5.0  \n",
+       "288504  N733UW    2193    LGA  DCA      39.0       214  22.0     7.0  \n",
+       "288505  N621VA     415    JFK  LAX     337.0      2475  22.0     9.0  \n",
+       "288507  N711MQ    3486    LGA  BNA     110.0       764  22.0    12.0  \n",
+       "288508  N928DL    1585    LGA  MCO     136.0       950  22.0    15.0  \n",
+       "288509  N249JB    2680    EWR  BOS      45.0       200  22.0    16.0  \n",
+       "288510  N543MQ    3384    LGA  CLT      76.0       544  22.0    19.0  \n",
+       "288512  N33209    1241    EWR  TPA     131.0       997  22.0    26.0  \n",
+       "288513  N591JB     499    LGA  MCO     136.0       950  22.0    27.0  \n",
+       "288514  N15973    4695    EWR  MHT      37.0       209  22.0    30.0  \n",
+       "288515  N284JB     702    JFK  BUF      56.0       301  22.0    33.0  \n",
+       "288516  N605JB     105    JFK  ORD     119.0       740  22.0    36.0  \n",
+       "288517  N265WN     579    LGA  MDW     107.0       725  22.0    36.0  \n",
+       "288518  N724EV    5395    LGA  TVC      98.0       655  22.0    38.0  \n",
+       "288519  N21129    6120    LGA  CLE      66.0       419  22.0    41.0  \n",
+       "288520  N14173    4204    EWR  OKC     186.0      1325  22.0    42.0  \n",
+       "288522  N751UW    2195    LGA  DCA      36.0       214  22.0    48.0  \n",
+       "288523  N520MQ    3674    LGA  CLE      67.0       419  22.0    50.0  \n",
+       "288524  N48901    4361    EWR  TYS      96.0       631  22.0    51.0  \n",
+       "288525  N828UA     682    EWR  IAH     197.0      1400  22.0    51.0  \n",
+       "288526  N807MQ    3621    JFK  DCA      47.0       213  22.0    55.0  \n",
+       "288527  N735MQ    3603    LGA  DTW      84.0       502  23.0     1.0  \n",
+       "288529  N306JB     775    JFK  MSY     155.0      1182  23.0    10.0  \n",
+       "288531  N239JB     418    JFK  BOS      42.0       187  23.0    15.0  \n",
+       "288532  N14558    3267    EWR  ORF      47.0       284  23.0    19.0  \n",
+       "288533  N662JB     611    JFK  LAS     303.0      2248  23.0    21.0  \n",
+       "288534  N608QX    5169    LGA  BTV      44.0       258  23.0    23.0  \n",
+       "288535  N304JB     686    JFK  ROC      48.0       264  23.0    24.0  \n",
+       "288536  N281JB    1677    JFK  JAX     114.0       828  23.0    30.0  \n",
+       "288538  N809UA     667    EWR  PBI     137.0      1023  23.0    39.0  \n",
+       "288539  N566JB      97    JFK  DEN     220.0      1626  23.0    41.0  \n",
+       "288541  N563JB     165    JFK  PDX     325.0      2454  23.0    43.0  \n",
+       "288542  N615JB     527    EWR  MCO     123.0       937  23.0    44.0  \n",
+       "288543  N228JB    1816    JFK  SYR      44.0       209  23.0    51.0  \n",
+       "288544  N623JB     425    JFK  TPA     130.0      1005  23.0    54.0  \n",
+       "288545  N923AT     485    LGA  CAK      62.0       397  23.0    55.0  \n",
+       "288546  N283JB     486    JFK  ROC      52.0       264  23.0    58.0  \n",
+       "288750  N636JB       3    JFK  SJU     199.0      1598   8.0    15.0  \n",
+       "288818  N346JB     677    JFK  JAX     110.0       828   9.0    14.0  \n",
+       "288863  N14198    4321    EWR  MCI     165.0      1092  10.0    14.0  \n",
+       "288875  N805JB       5    EWR  FLL     148.0      1065  10.0    29.0  \n",
+       "288881  N578UA     263    EWR  LAS     291.0      2227  10.0    38.0  \n",
+       "288899  N503MQ    3670    LGA  BNA     117.0       764  11.0    10.0  \n",
+       "288908  N718EV    5144    LGA  TVC      96.0       655  11.0    20.0  \n",
+       "288917  N565JB      53    JFK  PBI     133.0      1028  11.0    38.0  \n",
+       "288939  N340NB     867    JFK  BOS      40.0       187  12.0     2.0  \n",
+       "288951  N317JB    2380    EWR  BOS      39.0       200  12.0    26.0  \n",
+       "288970  N526MQ    3546    LGA  MSP     147.0      1020  12.0    57.0  \n",
+       "288983  N398CA    4974    LGA  BTV      41.0       258  13.0     8.0  \n",
+       "289018  N529AA     743    LGA  DFW     190.0      1389  13.0    57.0  \n",
+       "289032  N26123    1171    EWR  ORD     120.0       719  14.0    26.0  \n",
+       "289090  N635JB     213    JFK  LGB     337.0      2465  15.0    26.0  \n",
+       "289103  N14173    5799    EWR  OMA     166.0      1134  15.0    40.0  \n",
+       "289108  N571JB     927    EWR  MCO     131.0       937  15.0    43.0  \n",
+       "289152  N559UW    1995    LGA  CLT     104.0       544  16.0    31.0  \n",
+       "289159  N944UW    2181    LGA  DCA      40.0       214  16.0    38.0  \n",
+       "289161  N718EV    5207    LGA  BGR      53.0       378  16.0    39.0  \n",
+       "289185  N7739A    1069    LGA  HOU     196.0      1428  17.0     0.0  \n",
+       "289204  N707EV    5058    EWR  ATL     142.0       746  17.0    19.0  \n",
+       "289221  N185DN     843    JFK  ATL     124.0       760  17.0    34.0  \n",
+       "289228  N821JB     423    JFK  LAX     335.0      2475  17.0    43.0  \n",
+       "289234  N8968E    4268    JFK  CLT     103.0       541  17.0    48.0  \n",
+       "289238  N534JB    1117    LGA  TPA     146.0      1010  17.0    54.0  \n",
+       "289255  N942MQ    3202    JFK  IND     106.0       665  18.0    17.0  \n",
+       "289256  N13992    4702    EWR  GSO      73.0       445  18.0    20.0  \n",
+       "289269  N169UW     802    EWR  CLT      87.0       529  18.0    27.0  \n",
+       "289272  N639AA     257    JFK  LAS     306.0      2248  18.0    29.0  \n",
+       "289280  N309JB     918    JFK  BOS      36.0       187  18.0    34.0  \n",
+       "289285  N273JB     575    JFK  MSY     169.0      1182  18.0    44.0  \n",
+       "289302  N11539    4536    EWR  CVG      97.0       569  19.0    11.0  \n",
+       "289345  N3BJAA     269    JFK  SEA     331.0      2422  19.0    57.0  \n",
+       "289350  N368JB    1202    JFK  BUF      64.0       301  20.0     7.0  \n",
+       "289355  N944DL     947    LGA  ATL     106.0       762  20.0    14.0  \n",
+       "289374  N822MQ    3374    JFK  RDU      71.0       427  20.0    58.0  \n",
+       "289382  N587JB     161    JFK  SMF     341.0      2521  21.0    17.0  \n",
+       "289387  N231JB     201    JFK  FLL     146.0      1069  21.0    25.0  \n",
+       "289389  N265JB     418    JFK  BOS      37.0       187  21.0    29.0  \n",
+       "289400  N760JB     499    LGA  MCO     126.0       950  22.0     7.0  \n",
+       "289408  N634JB     527    EWR  MCO     124.0       937  23.0     8.0  \n",
+       "289412  N328JB     234    JFK  BTV      53.0       266  24.0     0.0  \n",
+       "289418  N3750D    2454    JFK  DEN     236.0      1626   1.0     0.0  \n",
+       "289419  N15980    4347    EWR  BTV      52.0       266   1.0     3.0  \n",
+       "289595  N188DN     763    JFK  LAX     338.0      2475   8.0    47.0  \n",
+       "289649  N538UW    2085    LGA  CLT       NaN       544   9.0    49.0  \n",
+       "289717  N987DL    1847    LGA  ATL     104.0       762  11.0    20.0  \n",
+       "289774  N505MQ    3689    LGA  DTW      80.0       502  12.0    38.0  \n",
+       "289835  N29917    6115    LGA  CLE      72.0       419  13.0    48.0  \n",
+       "289848  N4WVAA     329    LGA  ORD     115.0       733  14.0     0.0  \n",
+       "289857  N14950    4302    EWR  MCI     164.0      1092  14.0    16.0  \n",
+       "289931  N503MQ    3658    LGA  ATL     106.0       762  15.0    20.0  \n",
+       "289948  N526MQ    3669    LGA  ATL     108.0       762  15.0    35.0  \n",
+       "290004  N3CFAA     753    LGA  DFW     191.0      1389  16.0    21.0  \n",
+       "290028  N36915    4583    EWR  PWM      52.0       284  16.0    48.0  \n",
+       "290033  N394AA    1769    JFK  MIA     144.0      1089  16.0    53.0  \n",
+       "290070  N505MQ    3357    LGA  ATL     108.0       762  17.0    19.0  \n",
+       "290091  N12900    5940    EWR  RDU       NaN       416  17.0    37.0  \n",
+       "290127  N21537    4202    EWR  STL     134.0       872  18.0    25.0  \n",
+       "290169  N789JB     359    JFK  BUR     343.0      2465  19.0     5.0  \n",
+       "290170  N588JB     415    JFK  SFO     351.0      2586  19.0     5.0  \n",
+       "290183  N154DL      17    JFK  LAX     331.0      2475  19.0    18.0  \n",
+       "290194  N226WN     441    EWR  MDW     108.0       711  19.0    31.0  \n",
+       "290196  N75428    1186    EWR  DEN     230.0      1605  19.0    31.0  \n",
+       "290199  N372DA     884    LGA  DEN     224.0      1620  19.0    33.0  \n",
+       "290236  N16961    4131    EWR  RIC      48.0       277  20.0     3.0  \n",
+       "290239  N324AA     177    JFK  SFO     356.0      2586  20.0    15.0  \n",
+       "290241  N565JB    1013    JFK  LGB     335.0      2465  20.0    18.0  \n",
+       "290242  N360NB    1321    EWR  MSP     149.0      1008  20.0    18.0  \n",
+       "290244  N325NB    1715    LGA  MSY     156.0      1183  20.0    19.0  \n",
+       "290262  N587UA     755    EWR  LAX     323.0      2454  20.0    42.0  \n",
+       "290263  N15986    4361    EWR  TYS      94.0       631  20.0    43.0  \n",
+       "290274  N953AT     685    LGA  ATL     105.0       762  20.0    55.0  \n",
+       "290298  N562JB    1295    JFK  AUS     195.0      1521  21.0    26.0  \n",
+       "290305  N8631E    4218    JFK  PHL      25.0        94  21.0    36.0  \n",
+       "290309  N432UA     604    EWR  IAH     178.0      1400  21.0    40.0  \n",
+       "290314  N12201    4333    EWR  TUL     175.0      1215  21.0    48.0  \n",
+       "290322  N22909    6120    LGA  CLE      68.0       419  22.0     7.0  \n",
+       "290330  N298JB     775    JFK  MSY     161.0      1182  22.0    37.0  \n",
+       "290336  N517JB     611    JFK  LAS     298.0      2248  23.0    10.0  \n",
+       "290337  N644JB     263    JFK  SEA     331.0      2422  23.0    15.0  \n",
+       "290340  N612JB     425    JFK  TPA     136.0      1005  23.0    49.0  \n",
+       "290346  N661JB    1503    JFK  SJU     207.0      1598   1.0    31.0  \n",
+       "290464  N712EV    4963    EWR  MSP     153.0      1008   7.0    23.0  \n",
+       "290468  N448WN     249    EWR  MDW     110.0       711   7.0    25.0  \n",
+       "290606  N918XJ    3538    JFK  MSP     156.0      1029   9.0    26.0  \n",
+       "290619  N3KKAA    1949    JFK  LAS     314.0      2248   9.0    40.0  \n",
+       "290677  N298JB     116    JFK  SYR      46.0       209  10.0    49.0  \n",
+       "290696  N877AS    5736    LGA  IAD      51.0       229  11.0     8.0  \n",
+       "290714  N902XJ    3466    JFK  DCA      41.0       213  11.0    32.0  \n",
+       "290723  N336AA     179    JFK  SFO     372.0      2586  11.0    42.0  \n",
+       "290754  N228JB    2602    JFK  BUF      57.0       301  12.0     7.0  \n",
+       "290816  N239JB    2502    JFK  BUF      57.0       301  13.0    33.0  \n",
+       "290827  N283JB    1318    JFK  BOS      39.0       187  13.0    47.0  \n",
+       "290830  N607JB     927    EWR  MCO     128.0       937  13.0    52.0  \n",
+       "290847  N937XJ    3319    JFK  BUF      58.0       301  14.0    18.0  \n",
+       "290858  N13913    4188    EWR  ORF      47.0       284  14.0    37.0  \n",
+       "290864  N503JB     553    JFK  PBI     138.0      1028  14.0    42.0  \n",
+       "290886  N24224    1601    EWR  FLL     145.0      1065  14.0    54.0  \n",
+       "290964  N740EV    4978    LGA  CLT      91.0       544  15.0    56.0  \n",
+       "290997  N328JB     477    JFK  JAX     116.0       828  16.0    33.0  \n",
+       "291001  N505JB     573    EWR  TPA     140.0       997  16.0    37.0  \n",
+       "291041  N8683B    4120    JFK  CLE      78.0       425  17.0     7.0  \n",
+       "291081  N618MQ    3202    JFK  IND     105.0       665  17.0    33.0  \n",
+       "291090  N229JB     918    JFK  BOS      37.0       187  17.0    46.0  \n",
+       "291093  N903XJ    3440    JFK  RDU      68.0       427  17.0    49.0  \n",
+       "291107  N14960    4702    EWR  GSO      68.0       445  18.0     2.0  \n",
+       "291116  N608JB     803    JFK  SJU     205.0      1598  18.0    13.0  \n",
+       "291139  N606JB    1801    JFK  FLL     155.0      1069  18.0    30.0  \n",
+       "291149  N735SA     401    LGA  DEN     265.0      1620  18.0    39.0  \n",
+       "291153  N343NW    2383    LGA  PWM      41.0       269  18.0    47.0  \n",
+       "291170  N14907    4224    EWR  MKE     121.0       725  19.0     7.0  \n",
+       "291213  N554UA     512    JFK  SFO     366.0      2586  19.0    43.0  \n",
+       "291215  N21723    1625    EWR  DEN     243.0      1605  19.0    48.0  \n",
+       "291217  N937XJ    3448    JFK  CVG      96.0       589  19.0    50.0  \n",
+       "291232  N8525B    4245    JFK  CHS      91.0       636  20.0     4.0  \n",
+       "291237  N935XJ    3542    JFK  MSP     157.0      1029  20.0     7.0  \n",
+       "291240  N3764D     245    JFK  PHX     297.0      2153  20.0     8.0  \n",
+       "291243  N813AY    3807    EWR  CVG      92.0       569  20.0    20.0  \n",
+       "291258  N950DL     947    LGA  ATL     111.0       762  20.0    39.0  \n",
+       "291259  N936XJ    3285    JFK  MSY     164.0      1182  20.0    41.0  \n",
+       "291260  N741EV    5268    LGA  CLT      86.0       544  20.0    45.0  \n",
+       "291270  N16541    4361    EWR  TYS     102.0       631  20.0    50.0  \n",
+       "291285  N893AT     721    LGA  CAK      64.0       397  21.0     5.0  \n",
+       "291296  N599AA     363    LGA  ORD     124.0       733  21.0    19.0  \n",
+       "291299  N933AT     685    LGA  ATL     112.0       762  21.0    22.0  \n",
+       "291306  N632SW     565    EWR  MDW     114.0       711  21.0    34.0  \n",
+       "291309  N525UA     771    JFK  LAX     339.0      2475  21.0    41.0  \n",
+       "291317  N634JB     165    JFK  PDX     330.0      2454  21.0    56.0  \n",
+       "291335  N279WN    1707    LGA  MDW     104.0       725  23.0     6.0  \n",
+       "291346  N579JB    1503    JFK  SJU     209.0      1598   2.0     8.0  \n",
+       "291491  N523MQ    3550    LGA  ATL     117.0       762   7.0    49.0  \n",
+       "291590  N807MQ    3370    JFK  DCA      59.0       213   9.0    23.0  \n",
+       "291603  N834AS    5747    LGA  IAD      51.0       229   9.0    41.0  \n",
+       "291622  N805MQ    3272    LGA  CLE      76.0       419  10.0     8.0  \n",
+       "291623  N11199    4212    EWR  RDU      72.0       416  10.0    14.0  \n",
+       "291625  N8936A    3879    EWR  CVG      93.0       569  10.0    16.0  \n",
+       "291646  N11127    4691    EWR  DAY      88.0       533  10.0    33.0  \n",
+       "291652  N738MQ    3478    LGA  DTW      92.0       502  10.0    45.0  \n",
+       "291655  N8611A    3608    JFK  PHL      36.0        94  10.0    56.0  \n",
+       "291657  N8747B    4060    LGA  DAY      91.0       549  10.0    57.0  \n",
+       "291659  N3APAA    1871    LGA  MIA     166.0      1096  11.0     0.0  \n",
+       "291668  N896AT     353    LGA  CAK      65.0       397  11.0    12.0  \n",
+       "291671  N767UW    2075    LGA  CLT      83.0       544  11.0    14.0  \n",
+       "291678  N662JB     925    JFK  TPA     137.0      1005  11.0    29.0  \n",
+       "291697  N13538    4175    EWR  AVL     108.0       583  11.0    56.0  \n",
+       "291701  N193UW    1753    EWR  CLT      99.0       529  12.0     2.0  \n",
+       "291707  N13903    5813    EWR  IND     107.0       645  12.0    13.0  \n",
+       "291711  N296JB    2602    JFK  BUF      54.0       301  12.0    21.0  \n",
+       "291712  N835AS    5736    LGA  IAD      56.0       229  12.0    21.0  \n",
+       "291717  N537JB      53    JFK  PBI     157.0      1028  12.0    26.0  \n",
+       "291723  N757UW    2177    LGA  DCA      43.0       214  12.0    37.0  \n",
+       "291725  N301DQ    2343    EWR  ATL     109.0       746  12.0    39.0  \n",
+       "291733  N174US    2077    LGA  CLT      85.0       544  12.0    55.0  \n",
+       "291734  N731SA    1090    LGA  DEN     238.0      1620  12.0    55.0  \n",
+       "291735  N904FJ    2729    LGA  CLT      88.0       544  12.0    55.0  \n",
+       "291737  N383DN    1647    LGA  ATL     107.0       762  12.0    57.0  \n",
+       "291739  N571JB     971    LGA  FLL     144.0      1076  12.0    59.0  \n",
+       "291741  N805UA     255    LGA  ORD     123.0       733  13.0     1.0  \n",
+       "291746  N22971    4711    EWR  STL     137.0       872  13.0     8.0  \n",
+       "291752  N547JB     323    JFK  LAX     350.0      2475  13.0    17.0  \n",
+       "291753  N427UA     791    EWR  PHX     295.0      2133  13.0    17.0  \n",
+       "291759  N33132    1550    EWR  MCO     133.0       937  13.0    23.0  \n",
+       "291764  N955WN    1517    LGA  BNA     119.0       764  13.0    27.0  \n",
+       "291767  N108UW    1879    JFK  CLT      86.0       541  13.0    29.0  \n",
+       "291768  N385DN    1174    LGA  PBI     135.0      1035  13.0    32.0  \n",
+       "291771  N18114    4495    EWR  SAV     105.0       708  13.0    35.0  \n",
+       "291772  N3CHAA     739    LGA  DFW     215.0      1389  13.0    36.0  \n",
+       "291773  N3KTAA    2099    LGA  MIA     147.0      1096  13.0    37.0  \n",
+       "291778  N968DL     954    LGA  FLL     148.0      1076  13.0    42.0  \n",
+       "291780  N627JB      41    JFK  FLL     144.0      1069  13.0    46.0  \n",
+       "291783  N648DL    1947    LGA  ATL     112.0       762  13.0    53.0  \n",
+       "291797  N329AT     348    LGA  ATL     113.0       762  14.0    13.0  \n",
+       "291798  N189UW    2079    LGA  CLT      81.0       544  14.0    16.0  \n",
+       "291803  N910WN      42    LGA  HOU     197.0      1428  14.0    20.0  \n",
+       "291805  N17984    3842    EWR  RIC      56.0       277  14.0    25.0  \n",
+       "291806  N328JB    2502    JFK  BUF      55.0       301  14.0    26.0  \n",
+       "291807  N14993    3843    EWR  ROC      45.0       246  14.0    26.0  \n",
+       "291815  N633JB     927    EWR  MCO     130.0       937  14.0    37.0  \n",
+       "291817  N789JB     213    JFK  LGB     346.0      2465  14.0    39.0  \n",
+       "291821  N613JB     553    JFK  PBI     139.0      1028  14.0    43.0  \n",
+       "291825  N203FR     507    LGA  DEN     248.0      1620  14.0    51.0  \n",
+       "291831  N22909    5812    EWR  GSO      73.0       445  14.0    53.0  \n",
+       "291851  N14562    4100    EWR  MEM     153.0       946  15.0     0.0  \n",
+       "291855  N284JB     308    JFK  PWM      42.0       273  15.0     4.0  \n",
+       "291862  N419WN    4103    EWR  PHX     302.0      2133  15.0    12.0  \n",
+       "291865  N807UA     772    EWR  ORD     109.0       719  15.0    15.0  \n",
+       "291866  N309DE     673    EWR  ATL     110.0       746  15.0    16.0  \n",
+       "291868  N27962    4687    EWR  CVG     100.0       569  15.0    18.0  \n",
+       "291870  N430UA     618    EWR  DFW       NaN      1372  15.0    19.0  \n",
+       "291876  N474WN     491    LGA  MDW     120.0       725  15.0    28.0  \n",
+       "291878  N206JB    2480    EWR  BOS      37.0       200  15.0    29.0  \n",
+       "291880  N532MQ    3588    LGA  MSP     143.0      1020  15.0    29.0  \n",
+       "291888  N896AT     350    LGA  ATL     110.0       762  15.0    37.0  \n",
+       "291897  N914DL    1819    LGA  MSP     148.0      1020  15.0    46.0  \n",
+       "291903  N13994    4336    EWR  ATL     118.0       746  15.0    54.0  \n",
+       "291907  N11176    4213    EWR  CHS      94.0       628  15.0    56.0  \n",
+       "291908  N8942A    4115    JFK  IAD      50.0       228  15.0    57.0  \n",
+       "291923  N12552    4302    EWR  MCI     185.0      1092  16.0     8.0  \n",
+       "291925  N15572    4381    EWR  DTW      93.0       488  16.0    10.0  \n",
+       "291930  N585JB     703    JFK  SJU     232.0      1598  16.0    13.0  \n",
+       "291933  N535MQ    3433    JFK  DCA      38.0       213  16.0    13.0  \n",
+       "291935  N835AS    5713    LGA  IAD      51.0       229  16.0    16.0  \n",
+       "291938  N757UW    2185    LGA  DCA      41.0       214  16.0    18.0  \n",
+       "291947  N504JB    1171    LGA  FLL     147.0      1076  16.0    27.0  \n",
+       "291957  N384DA    1773    JFK  LAS     313.0      2248  16.0    44.0  \n",
+       "291958  N13132    4377    EWR  JAX     121.0       820  16.0    44.0  \n",
+       "291974  N439UA     253    EWR  ORD     127.0       719  16.0    57.0  \n",
+       "291975  N913XJ    3459    JFK  BNA     117.0       765  16.0    58.0  \n",
+       "291977  N12996    4684    EWR  SDF     111.0       642  16.0    58.0  \n",
+       "291978  N14920    4502    EWR  BNA     123.0       748  16.0    59.0  \n",
+       "291980  N930XJ    3523    JFK  ORD     121.0       740  17.0     0.0  \n",
+       "291987  N11192    4474    EWR  MHT      36.0       209  17.0     2.0  \n",
+       "291988  N832AS    5712    JFK  IAD      57.0       228  17.0     3.0  \n",
+       "292009  N11193    4667    EWR  MSP     154.0      1008  17.0    22.0  \n",
+       "292013  N8506C    3926    JFK  SDF     103.0       662  17.0    27.0  \n",
+       "292016  N630WN    1350    EWR  MDW     118.0       711  17.0    28.0  \n",
+       "292026  N3JUAA    1467    LGA  MIA     191.0      1096  17.0    39.0  \n",
+       "292038  N192JB     918    JFK  BOS      35.0       187  17.0    53.0  \n",
+       "292048  N579JB    1161    LGA  PBI     188.0      1035  18.0     1.0  \n",
+       "292049  N25134    4431    EWR  DAY      90.0       533  18.0     1.0  \n",
+       "292052  N586JB    1117    LGA  TPA     153.0      1010  18.0     3.0  \n",
+       "292057  N605LR    3400    JFK  MKE     118.0       745  18.0    10.0  \n",
+       "292062  N716EV    5091    LGA  PIT      59.0       335  18.0    12.0  \n",
+       "292064  N298JB     408    JFK  PWM      52.0       273  18.0    15.0  \n",
+       "292065  N797MX    3928    EWR  HOU     189.0      1411  18.0    15.0  \n",
+       "292069  N12967    4395    EWR  IND     109.0       645  18.0    18.0  \n",
+       "292071  N328JB    2302    JFK  BUF      59.0       301  18.0    20.0  \n",
+       "292076  N13903    4091    EWR  IND     108.0       645  18.0    25.0  \n",
+       "292081  N732SW    4209    LGA  MDW     117.0       725  18.0    28.0  \n",
+       "292087  N381DN     479    EWR  SLC     289.0      1969  18.0    31.0  \n",
+       "292097  N528AA    1507    EWR  DFW     194.0      1372  18.0    44.0  \n",
+       "292099  N626VA     193    EWR  SFO     355.0      2565  18.0    49.0  \n",
+       "292100  N22971    4191    EWR  BNA     123.0       748  18.0    51.0  \n",
+       "292102  N552JB     803    JFK  SJU     197.0      1598  18.0    52.0  \n",
+       "292105  N823MQ    3365    JFK  DCA      52.0       213  18.0    55.0  \n",
+       "292116  N507JB     299    LGA  MCO     133.0       950  19.0     6.0  \n",
+       "292129  N936XJ    3310    JFK  MCI     161.0      1113  19.0    19.0  \n",
+       "292130  N284JB    1407    JFK  IAD      48.0       228  19.0    20.0  \n",
+       "292142  N338NB    1715    LGA  MSY     167.0      1183  19.0    30.0  \n",
+       "292143  N955WN     401    LGA  DEN     242.0      1620  19.0    30.0  \n",
+       "292145  N601LR    3472    JFK  DTW      93.0       509  19.0    31.0  \n",
+       "292148  N37437    1571    EWR  MIA     171.0      1085  19.0    32.0  \n",
+       "292159  N761ND    5509    EWR  DTW      86.0       488  19.0    44.0  \n",
+       "292160  N407AS       7    EWR  SEA     321.0      2402  19.0    46.0  \n",
+       "292167  N15986    4113    EWR  IND     111.0       645  19.0    52.0  \n",
+       "292173  N210FR     837    LGA  DEN     237.0      1620  19.0    54.0  \n",
+       "292179  N648JB     669    JFK  SJC     351.0      2569  19.0    59.0  \n",
+       "292180  N706JB     153    JFK  PBI     151.0      1028  20.0     1.0  \n",
+       "292183  N53442    1180    EWR  TPA     144.0       997  20.0     2.0  \n",
+       "292199  N449WN     441    EWR  MDW     113.0       711  20.0    26.0  \n",
+       "292203  N240WN     200    EWR  MSY     169.0      1167  20.0    36.0  \n",
+       "292212  N968DL    2139    LGA  MIA     161.0      1096  20.0    53.0  \n",
+       "292220  N11176    5890    EWR  BNA     123.0       748  20.0    58.0  \n",
+       "292233  N8EGMQ    3535    JFK  CMH      74.0       483  21.0    18.0  \n",
+       "292234  N972DL     947    LGA  ATL     114.0       762  21.0    19.0  \n",
+       "292242  N11189    4361    EWR  TYS     101.0       631  21.0    31.0  \n",
+       "292246  N238WN     565    EWR  MDW     113.0       711  21.0    38.0  \n",
+       "292255  N637JB    1295    JFK  AUS     206.0      1521  21.0    57.0  \n",
+       "292256  N18114    4333    EWR  TUL     189.0      1215  22.0     3.0  \n",
+       "292257  N77431    1152    EWR  PDX     311.0      2434  22.0     5.0  \n",
+       "292258  N13955    4536    EWR  CVG     101.0       569  22.0    10.0  \n",
+       "292268  N524JB    1103    JFK  SJU     194.0      1598  22.0    35.0  \n",
+       "292274  N823MQ    3621    JFK  DCA      52.0       213  22.0    48.0  \n",
+       "292279  N30401    1163    EWR  BOS      38.0       200  23.0     5.0  \n",
+       "292280  N138EV    5092    EWR  ATL     123.0       746  23.0    18.0  \n",
+       "292281  N37409    1680    EWR  MIA     148.0      1085  23.0    33.0  \n",
+       "292282  N15574    4276    EWR  BDL      24.0       116  23.0    51.0  \n",
+       "292586  N633SW    4461    EWR  MDW     116.0       711   8.0    59.0  \n",
+       "292615  N810MQ    3363    JFK  RDU      83.0       427   9.0    30.0  \n",
+       "292628  N13965    4175    EWR  AVL      98.0       583   9.0    52.0  \n",
+       "292743  N529JB     483    JFK  MCO     137.0       944  12.0     4.0  \n",
+       "292811  N195PQ    5545    EWR  DTW      79.0       488  13.0    29.0  \n",
+       "292834  N758EV    4974    LGA  BTV      47.0       258  14.0     3.0  \n",
+       "292853  N14168    4193    EWR  MSP     143.0      1008  14.0    34.0  \n",
+       "292916  N29917    4171    EWR  MSN     118.0       799  15.0    28.0  \n",
+       "292940  N719EV    4949    LGA  GSO      74.0       461  15.0    46.0  \n",
+       "292954  N37470    1149    EWR  PBI     143.0      1023  15.0    56.0  \n",
+       "292960  N720WN     201    EWR  BNA     119.0       748  16.0     0.0  \n",
+       "292977  N760JB     703    JFK  SJU     201.0      1598  16.0    11.0  \n",
+       "292979  N12552    4381    EWR  DTW      88.0       488  16.0    16.0  \n",
+       "292987  N13550    4336    EWR  ATL     121.0       746  16.0    21.0  \n",
+       "292991  N27962    4377    EWR  JAX     131.0       820  16.0    25.0  \n",
+       "293007  N12142    5675    EWR  CMH      78.0       463  16.0    40.0  \n",
+       "293039  N823UA     998    EWR  SAN     309.0      2425  17.0     3.0  \n",
+       "293042  N173DZ      95    JFK  LAX     342.0      2475  17.0     7.0  \n",
+       "293071  N758EV    5432    LGA  BNA     110.0       764  17.0    31.0  \n",
+       "293098  N584AA    2223    LGA  STL     123.0       888  17.0    58.0  \n",
+       "293109  N717MQ    3391    LGA  CMH      75.0       479  18.0     4.0  \n",
+       "293113  N396SW    4720    EWR  HOU       NaN      1411  18.0    11.0  \n",
+       "293131  N48127    1109    EWR  MCO     137.0       937  18.0    26.0  \n",
+       "293138  N946WN    3928    EWR  HOU       NaN      1411  18.0    32.0  \n",
+       "293164  N905DL    1982    LGA  MIA     149.0      1096  18.0    59.0  \n",
+       "293165  N399DA     884    LGA  DEN     215.0      1620  19.0     0.0  \n",
+       "293167  N16170    4581    EWR  CMH      75.0       463  19.0     3.0  \n",
+       "293196  N508JB     327    EWR  MCO     140.0       937  19.0    31.0  \n",
+       "293197  N53442    1414    EWR  TPA     144.0       997  19.0    32.0  \n",
+       "293202  N33284    1534    EWR  SFO     331.0      2565  19.0    39.0  \n",
+       "293210  N11109    4283    EWR  CHS     106.0       628  19.0    49.0  \n",
+       "293221  N602LR    3325    JFK  DFW     193.0      1391  20.0     0.0  \n",
+       "293224  N198UW    1873    LGA  CLT      82.0       544  20.0     3.0  \n",
+       "293238  N14953    4194    EWR  CLT      80.0       529  20.0    15.0  \n",
+       "293257  N14214    1703    EWR  BOS      40.0       200  20.0    42.0  \n",
+       "293260  N27239    1439    EWR  LAX     329.0      2454  20.0    45.0  \n",
+       "293266  N11106    4333    EWR  TUL     177.0      1215  20.0    51.0  \n",
+       "293268  N919DL     947    LGA  ATL     111.0       762  20.0    53.0  \n",
+       "293287  N14162    4321    EWR  MCI     155.0      1092  21.0    23.0  \n",
+       "293289  N37468    1464    EWR  CLE      61.0       404  21.0    25.0  \n",
+       "293293  N554JB    1295    JFK  AUS     210.0      1521  21.0    28.0  \n",
+       "293303  N910DE    2139    LGA  MIA     147.0      1096  21.0    45.0  \n",
+       "293304  N975DL    2391    JFK  TPA     136.0      1005  21.0    45.0  \n",
+       "293311  N768JB     523    JFK  LAX     319.0      2475  22.0     3.0  \n",
+       "293312  N14168    4543    EWR  DSM     140.0      1017  22.0     4.0  \n",
+       "293316  N926XJ    3470    JFK  CVG      89.0       589  22.0    32.0  \n",
+       "293317  N36447    1532    EWR  SFO     338.0      2565  22.0    32.0  \n",
+       "293321  N911DL    1247    LGA  ATL     102.0       762  22.0    46.0  \n",
+       "293322  N534JB     611    JFK  LAS     293.0      2248  22.0    49.0  \n",
+       "293324  N15572    4139    EWR  JAX     128.0       820  22.0    59.0  \n",
+       "293326  N603JB      97    JFK  DEN     214.0      1626  23.0     4.0  \n",
+       "293327  N76508    1163    EWR  BOS      40.0       200  23.0     4.0  \n",
+       "293331  N796JB     425    JFK  TPA     144.0      1005  23.0    15.0  \n",
+       "293445  N26215    1545    EWR  IAH     191.0      1400   7.0     4.0  \n",
+       "293470  N635JB    1403    JFK  SJU     196.0      1598   7.0    30.0  \n",
+       "293529  N648JB     525    JFK  TPA     148.0      1005   8.0    13.0  \n",
+       "293624  N27962    4638    EWR  CVG      91.0       569   9.0    53.0  \n",
+       "293625  N738MQ    3531    LGA  RDU      75.0       431   9.0    54.0  \n",
+       "293639  N604QX    4998    LGA  MCI     145.0      1107  10.0     5.0  \n",
+       "293642  N536UA     212    EWR  SFO     337.0      2565  10.0    13.0  \n",
+       "293687  N915XJ    3466    JFK  DCA      40.0       213  11.0     1.0  \n",
+       "293703  N37422    1581    EWR  SEA     300.0      2402  11.0    15.0  \n",
+       "293729  N508UA     642    JFK  SFO     340.0      2586  11.0    53.0  \n",
+       "293763  N75436    1216    EWR  SJU     197.0      1608  12.0    35.0  \n",
+       "293842  N592JB     553    JFK  PBI     146.0      1028  14.0    18.0  \n",
+       "293846  N15973    3838    EWR  ROC      45.0       246  14.0    24.0  \n",
+       "293850  N18557    4109    EWR  BNA     114.0       748  14.0    27.0  \n",
+       "293867  N304JB     316    JFK  SYR      44.0       209  14.0    49.0  \n",
+       "293916  N752EV    4949    LGA  GSO      70.0       461  15.0    28.0  \n",
+       "293924  N320AA     117    JFK  LAX     312.0      2475  15.0    31.0  \n",
+       "293933  N328JB    2402    JFK  BUF      57.0       301  15.0    38.0  \n",
+       "293990  N834AS    5712    JFK  IAD      44.0       228  16.0    27.0  \n",
+       "294002  N397DA    1773    JFK  LAS     281.0      2248  16.0    40.0  \n",
+       "294016  N504UA     404    EWR  SEA     300.0      2402  16.0    54.0  \n",
+       "294022  N635JB    1729    JFK  RSW     157.0      1074  17.0     1.0  \n",
+       "294031  N833UA     271    EWR  LAS     287.0      2227  17.0     4.0  \n",
+       "294036  N15985    4352    EWR  CVG      95.0       569  17.0     8.0  \n",
+       "294055  N27239    1284    EWR  SFO     323.0      2565  17.0    24.0  \n",
+       "294082  N3BJAA     763    LGA  DFW     186.0      1389  17.0    50.0  \n",
+       "294105  N492UA     623    EWR  ORD     104.0       719  18.0    12.0  \n",
+       "294107  N524JB     167    JFK  OAK     335.0      2576  18.0    15.0  \n",
+       "294112  N12126    4225    EWR  ROC      42.0       246  18.0    17.0  \n",
+       "294113  N13975    4202    EWR  STL     127.0       872  18.0    19.0  \n",
+       "294138  N304JB    1516    JFK  SYR      46.0       209  18.0    37.0  \n",
+       "294150  N554NW    2247    LGA  ATL     120.0       762  18.0    50.0  \n",
+       "294161  N13956    4191    EWR  BNA     111.0       748  19.0     0.0  \n",
+       "294163  N854UA     691    LGA  ORD     106.0       733  19.0     1.0  \n",
+       "294169  N14953    4410    EWR  CAE      93.0       602  19.0     5.0  \n",
+       "294186  N328JB      86    JFK  ROC      54.0       264  19.0    24.0  \n",
+       "294190  N658JB     153    JFK  PBI     134.0      1028  19.0    27.0  \n",
+       "294194  N923XJ    3542    JFK  MSP     147.0      1029  19.0    30.0  \n",
+       "294197  N842UA     309    EWR  LAS     286.0      2227  19.0    31.0  \n",
+       "294201  N524MQ    3134    EWR  ORD     102.0       719  19.0    33.0  \n",
+       "294214  N589UA     535    JFK  LAX     309.0      2475  19.0    47.0  \n",
+       "294238  N712EV    5091    LGA  PIT      56.0       335  20.0    11.0  \n",
+       "294243  N5ERAA      21    JFK  LAX     320.0      2475  20.0    19.0  \n",
+       "294251  N11121    5892    EWR  CVG      88.0       569  20.0    26.0  \n",
+       "294258  N3BCAA     353    LGA  ORD     103.0       733  20.0    30.0  \n",
+       "294263  N561JB     225    JFK  TPA     150.0      1005  20.0    36.0  \n",
+       "294297  N75433    1481    EWR  LAS     275.0      2227  21.0    29.0  \n",
+       "294300  N592JB    1083    JFK  MCO     135.0       944  21.0    35.0  \n",
+       "294308  N520JB     915    JFK  SFO     324.0      2586  21.0    46.0  \n",
+       "294324  N23707    1241    EWR  TPA     138.0       997  22.0    37.0  \n",
+       "294330  N87507    1532    EWR  SFO     337.0      2565  23.0    20.0  \n",
+       "294338  N709JB    1201    JFK  FLL     145.0      1069   0.0    23.0  \n",
+       "294339  N509JB    1183    JFK  MCO     152.0       944   0.0    27.0  \n",
+       "294340  N3761R    2065    JFK  FLL     139.0      1069   0.0    43.0  \n",
+       "294456  N730EV    5068    EWR  DTW      81.0       488   7.0    15.0  \n",
+       "294609  N192JB     677    JFK  JAX     108.0       828   9.0    32.0  \n",
+       "294611  N13988    3851    EWR  CMH      72.0       463   9.0    32.0  \n",
+       "294656  N13956    5815    EWR  RIC      51.0       277  10.0    24.0  \n",
+       "294687  N14105    4407    EWR  OMA     149.0      1134  11.0     2.0  \n",
+       "294697  N611QX    4952    LGA  CLT      90.0       544  11.0     9.0  \n",
+       "294715  N355JB    2602    JFK  BUF      55.0       301  11.0    40.0  \n",
+       "294740  N724EV    5299    LGA  MEM     135.0       963  11.0    59.0  \n",
+       "294756  N13550    4510    EWR  MKE     111.0       725  12.0    32.0  \n",
+       "294759  N923XJ    3353    JFK  DTW      85.0       509  12.0    42.0  \n",
+       "294814  N438UA     673    EWR  LAS     271.0      2227  13.0    34.0  \n",
+       "294819  N4YPAA     743    LGA  DFW     189.0      1389  13.0    40.0  \n",
+       "294859  N398CA    4974    LGA  BTV      40.0       258  14.0    36.0  \n",
+       "294868  N850UA     994    EWR  BOS      46.0       200  14.0    44.0  \n",
+       "294921  N13975    5796    EWR  CLT      90.0       529  15.0    30.0  \n",
+       "294936  N994DL    2247    LGA  ATL     127.0       762  15.0    42.0  \n",
+       "294949  N355JB     477    JFK  JAX     123.0       828  15.0    51.0  \n",
+       "294967  N631AA    1813    JFK  MCO     140.0       944  16.0     4.0  \n",
+       "294971  N830AS    5712    JFK  IAD      43.0       228  16.0     4.0  \n",
+       "294990  N563UA     468    EWR  TPA     144.0       997  16.0    24.0  \n",
+       "294991  N611QX    4949    LGA  GSO      71.0       461  16.0    24.0  \n",
+       "295011  N486WN    1013    LGA  STL     128.0       888  16.0    40.0  \n",
+       "295016  N555UA     257    JFK  SFO     329.0      2586  16.0    51.0  \n",
+       "295018  N428UA     643    LGA  IAH     198.0      1416  16.0    52.0  \n",
+       "295083  N324JB     918    JFK  BOS      41.0       187  17.0    38.0  \n",
+       "295099  N759EV    5601    LGA  CLT      87.0       544  17.0    53.0  \n",
+       "295116  N398CA    5199    LGA  CHS     102.0       641  18.0    13.0  \n",
+       "295118  N750EV    5461    LGA  RDU      75.0       431  18.0    14.0  \n",
+       "295148  N850UA     708    EWR  ORD     116.0       719  18.0    35.0  \n",
+       "295179  N352NB    1473    LGA  MEM     133.0       963  19.0     7.0  \n",
+       "295211  N77295    1598    EWR  SAN     304.0      2425  19.0    40.0  \n",
+       "295238  N14998    5890    EWR  BNA     109.0       748  20.0    10.0  \n",
+       "295272  N537JB     161    JFK  SMF     309.0      2521  20.0    57.0  \n",
+       "295275  N751EV    5038    LGA  BHM     122.0       866  21.0     0.0  \n",
+       "295278  N18243    1555    EWR  SAN     303.0      2425  21.0     5.0  \n",
+       "295279  N611QX    5395    LGA  TVC      90.0       655  21.0     8.0  \n",
+       "295289  N3APAA     785    LGA  DFW     186.0      1389  21.0    26.0  \n",
+       "295298  N17229    1123    EWR  SEA     307.0      2402  21.0    38.0  \n",
+       "295307  N594JB    1103    JFK  SJU     193.0      1598  22.0    11.0  \n",
+       "295310  N806JB     527    EWR  MCO     134.0       937  22.0    22.0  \n",
+       "295312  N604QX    5254    LGA  DSM     131.0      1031  22.0    32.0  \n",
+       "295319  N329AA     177    JFK  SFO     317.0      2586  22.0    49.0  \n",
+       "295320  N14953    4672    EWR  STL     132.0       872  22.0    50.0  \n",
+       "295323  N11113    4536    EWR  CVG      87.0       569  22.0    54.0  \n",
+       "295324  N77530    1071    EWR  BQN     195.0      1585  22.0    54.0  \n",
+       "295337  N571JB     165    JFK  PDX     316.0      2454   1.0     6.0  \n",
+       "295338  N624JB     839    JFK  BQN     223.0      1576   1.0    34.0  \n",
+       "295526  N635JB     683    JFK  MCO     136.0       944   8.0    56.0  \n",
+       "295572  N353NB    1167    JFK  TPA     145.0      1005   9.0    55.0  \n",
+       "295589  N8696C    4105    JFK  CHS     101.0       636  10.0    21.0  \n",
+       "295592  N916DL    1885    LGA  MCO     132.0       950  10.0    22.0  \n",
+       "295717  N16954    3843    EWR  ROC      42.0       246  13.0    29.0  \n",
+       "295725  N623JB     403    JFK  SJU     195.0      1598  13.0    43.0  \n",
+       "295802  N14977    4160    EWR  TVC      92.0       644  15.0     7.0  \n",
+       "295819  N470UA     545    LGA  IAH     211.0      1416  15.0    29.0  \n",
+       "295820  N14904    4171    EWR  MSN     109.0       799  15.0    30.0  \n",
+       "295829  N635JB    1883    JFK  MCO     133.0       944  15.0    37.0  \n",
+       "295849  N14543    5894    EWR  GRR      84.0       605  15.0    59.0  \n",
+       "295892  N187DN      95    JFK  LAX     299.0      2475  16.0    41.0  \n",
+       "295901  N8696C    3585    JFK  PHL      32.0        94  16.0    55.0  \n",
+       "295908  N14960    5661    EWR  BNA     114.0       748  17.0     0.0  \n",
+       "295926  N751EV    4949    LGA  GSO      77.0       461  17.0    16.0  \n",
+       "295953  N528UA     887    EWR  ANC     404.0      3370  17.0    40.0  \n",
+       "295966  N759EV    5432    LGA  BNA     115.0       764  18.0     2.0  \n",
+       "295976  N924XJ    3310    JFK  MCI     147.0      1113  18.0    18.0  \n",
+       "296009  N36447    1266    EWR  LAX     318.0      2454  18.0    58.0  \n",
+       "296040  N805JB     305    EWR  FLL     143.0      1065  19.0    49.0  \n",
+       "296056  N820UA     485    EWR  DEN     204.0      1605  20.0     9.0  \n",
+       "296062  N933XJ    3542    JFK  MSP     140.0      1029  20.0    26.0  \n",
+       "296068  N634JB      71    JFK  SLC     247.0      1990  20.0    42.0  \n",
+       "296078  N657JB    1083    JFK  MCO     128.0       944  21.0    10.0  \n",
+       "296090  N927XJ    3285    JFK  MSY     164.0      1182  21.0    34.0  \n",
+       "296099  N903XJ    3395    JFK  DCA      37.0       213  22.0    17.0  \n",
+       "296104  N603JB      97    JFK  DEN     210.0      1626  22.0    46.0  \n",
+       "296108  N615JB     523    JFK  LAX     306.0      2475  22.0    52.0  \n",
+       "296246  N706JB     453    JFK  PBI     139.0      1028   8.0     6.0  \n",
+       "296363  N453UA     446    EWR  MIA     146.0      1085  10.0    18.0  \n",
+       "296483  N906XJ    3466    JFK  DCA      54.0       213  12.0    55.0  \n",
+       "296565  N23139    4227    EWR  MSY     172.0      1167  14.0    42.0  \n",
+       "296569  N16561    5812    EWR  GSO      75.0       445  14.0    44.0  \n",
+       "296574  N8971A    3698    EWR  CVG      95.0       569  14.0    47.0  \n",
+       "296591  N11548    4302    EWR  MCI     167.0      1092  14.0    55.0  \n",
+       "296682  N14960    4377    EWR  JAX     124.0       820  16.0    20.0  \n",
+       "296699  N593JB     431    LGA  SRQ     156.0      1047  16.0    39.0  \n",
+       "296703  N817UA     220    EWR  SAN     301.0      2425  16.0    45.0  \n",
+       "296714  N15912    4133    EWR  PVD      37.0       160  16.0    56.0  \n",
+       "296726  N22909    4352    EWR  CVG      97.0       569  17.0     3.0  \n",
+       "296763  N729JB    1117    LGA  TPA     150.0      1010  17.0    31.0  \n",
+       "296769  N453UA     564    EWR  MCO     125.0       937  17.0    34.0  \n",
+       "296780  N16961    6167    EWR  ROC      41.0       246  17.0    44.0  \n",
+       "296790  N942MQ    3202    JFK  IND     115.0       665  17.0    52.0  \n",
+       "296800  N504JB    1161    LGA  PBI     146.0      1035  18.0     5.0  \n",
+       "296840  N13964    4603    EWR  SDF     110.0       642  18.0    45.0  \n",
+       "296842  N710EV    5432    LGA  BNA     120.0       764  18.0    49.0  \n",
+       "296847  N16561    4370    EWR  CHS      95.0       628  18.0    58.0  \n",
+       "296881  N738EV    5207    LGA  BGR      52.0       378  19.0    29.0  \n",
+       "296885  N631VA     411    JFK  LAX     313.0      2475  19.0    32.0  \n",
+       "296912  N76503    1648    EWR  DEN     211.0      1605  19.0    53.0  \n",
+       "296919  N11184    4264    EWR  BOS      41.0       200  20.0     1.0  \n",
+       "296929  N15980    4224    EWR  MKE     106.0       725  20.0    16.0  \n",
+       "296948  N903XJ    3433    JFK  PIT      63.0       340  20.0    43.0  \n",
+       "296951  N825AS    5714    JFK  IAD      45.0       228  20.0    44.0  \n",
+       "296956  N16149    5898    EWR  PWM      45.0       284  20.0    48.0  \n",
+       "296957  N585AA    1507    EWR  DFW     181.0      1372  20.0    50.0  \n",
+       "296960  N15912    5892    EWR  CVG      97.0       569  20.0    54.0  \n",
+       "296989  N237WN    1707    LGA  MDW     110.0       725  21.0    37.0  \n",
+       "296995  N624JB     225    JFK  TPA     135.0      1005  21.0    47.0  \n",
+       "297005  N590JB     299    LGA  MCO     128.0       950  22.0    38.0  \n",
+       "297010  N36476    1703    EWR  BOS      41.0       200  22.0    45.0  \n",
+       "297013  N517JB     425    JFK  TPA     144.0      1005  22.0    58.0  \n",
+       "297017  N605QX    5048    LGA  RIC      53.0       292  23.0    24.0  \n",
+       "297018  N593JB     499    LGA  MCO     123.0       950  23.0    34.0  \n",
+       "297019  N526JB    1371    LGA  FLL     141.0      1076  23.0    44.0  \n",
+       "297160  N12900    4393    EWR  IND     105.0       645   7.0    31.0  \n",
+       "297233  N432UA     569    EWR  ORD     104.0       719   8.0    27.0  \n",
+       "297319  N658JB      15    JFK  SFO     322.0      2586   9.0    56.0  \n",
+       "297379  N9EAMQ    3709    EWR  ORD     112.0       719  10.0    59.0  \n",
+       "297382  N612QX    5109    LGA  CHS      94.0       641  11.0     5.0  \n",
+       "297398  N755EV    4998    LGA  MCI     151.0      1107  11.0    19.0  \n",
+       "297495  N560AA     329    LGA  ORD      99.0       733  13.0    27.0  \n",
+       "297530  N614QX    5132    LGA  SYR      34.0       198  14.0     6.0  \n",
+       "297559  N14179    4193    EWR  MSP     151.0      1008  14.0    45.0  \n",
+       "297592  N329JB    2480    EWR  BOS      52.0       200  15.0     6.0  \n",
+       "297611  N3HGAA    2099    LGA  MIA     157.0      1096  15.0    26.0  \n",
+       "297656  N491UA     395    EWR  ORD     105.0       719  15.0    59.0  \n",
+       "297684  N612QX    5199    LGA  CHS      96.0       641  16.0    24.0  \n",
+       "297696  N428UA     685    LGA  ORD     109.0       733  16.0    29.0  \n",
+       "297773  N718EV    5091    LGA  PIT      51.0       335  17.0    38.0  \n",
+       "297777  N332AA     133    JFK  LAX     316.0      2475  17.0    43.0  \n",
+       "297782  N943DL     847    LGA  ATL     114.0       762  17.0    46.0  \n",
+       "297792  N933MQ    3202    JFK  IND     100.0       665  17.0    55.0  \n",
+       "297797  N38446    1223    EWR  LAX     296.0      2454  17.0    58.0  \n",
+       "297810  N175DZ    1163    JFK  LAX     310.0      2475  18.0    19.0  \n",
+       "297847  N594JB     299    LGA  MCO     138.0       950  18.0    52.0  \n",
+       "297872  N445UA     226    EWR  PHX     268.0      2133  19.0    13.0  \n",
+       "297888  N187DN      17    JFK  LAX     312.0      2475  19.0    26.0  \n",
+       "297905  N761RR     200    EWR  MSY     163.0      1167  19.0    44.0  \n",
+       "297918  N24202    1618    EWR  TPA     144.0       997  19.0    56.0  \n",
+       "297995  N577UA     461    EWR  FLL     145.0      1065  21.0    42.0  \n",
+       "298007  N337JB    2680    EWR  BOS      43.0       200  22.0    16.0  \n",
+       "298215  N14204    4522    EWR  BNA     105.0       748   8.0    17.0  \n",
+       "298291  N505MQ    3709    EWR  ORD     100.0       719   9.0    27.0  \n",
+       "298363  N432UA     562    EWR  ORD     105.0       719  10.0    48.0  \n",
+       "298385  N836AS    5736    LGA  IAD      40.0       229  11.0     9.0  \n",
+       "298497  N659DL     863    JFK  LAX     296.0      2475  13.0    30.0  \n",
+       "298513  N748EV    5085    EWR  DTW      73.0       488  13.0    55.0  \n",
+       "298529  N132EV    5148    EWR  ATL     111.0       746  14.0    19.0  \n",
+       "298540  N3757D    1529    JFK  LAS     277.0      2248  14.0    35.0  \n",
+       "298546  N37255    1605    EWR  LAS     273.0      2227  14.0    39.0  \n",
+       "298549  N663JB     553    JFK  PBI     138.0      1028  14.0    40.0  \n",
+       "298625  N675AW     686    EWR  PHX     256.0      2133  15.0    38.0  \n",
+       "298638  N981AT     350    LGA  ATL     113.0       762  15.0    52.0  \n",
+       "298641  N708JB     325    JFK  TPA     155.0      1005  15.0    54.0  \n",
+       "298648  N281JB    2480    EWR  BOS      43.0       200  15.0    57.0  \n",
+       "298651  N31131    4687    EWR  CVG      92.0       569  15.0    58.0  \n",
+       "298660  N620MQ    2815    JFK  CLE      79.0       425  16.0     2.0  \n",
+       "298679  N537MQ    3433    JFK  DCA      48.0       213  16.0    27.0  \n",
+       "298738  N3750D    1373    JFK  MIA     151.0      1089  17.0    20.0  \n",
+       "298784  N906XJ    3347    JFK  DTW      76.0       509  18.0     0.0  \n",
+       "298796  N928XJ    3377    JFK  CVG      89.0       589  18.0    15.0  \n",
+       "298819  N3764D     503    JFK  SAN     302.0      2446  18.0    30.0  \n",
+       "298821  N33289    1648    EWR  DEN     204.0      1605  18.0    32.0  \n",
+       "298835  N705TW    1163    JFK  LAX     304.0      2475  18.0    51.0  \n",
+       "298851  N73275    1558    EWR  SFO     310.0      2565  19.0     6.0  \n",
+       "298882  N3KGAA     119    EWR  LAX     299.0      2454  19.0    33.0  \n",
+       "298960   N3765    2007    JFK  PDX     311.0      2454  21.0     3.0  \n",
+       "298969  N569JB     883    JFK  MCO     129.0       944  21.0    24.0  \n",
+       "298973  N606JB     915    JFK  SFO     316.0      2586  21.0    33.0  \n",
+       "298983  N14993    4548    EWR  RDU      62.0       416  21.0    49.0  \n",
+       "298991  N903XJ    3310    JFK  MCI     148.0      1113  21.0    59.0  \n",
+       "298994  N922XJ    3367    JFK  CVG      86.0       589  22.0     1.0  \n",
+       "298998  N589JB     527    EWR  MCO     121.0       937  22.0    21.0  \n",
+       "299006  N75858    1482    EWR  IAH     181.0      1400  23.0    29.0  \n",
+       "299007  N73270    1071    EWR  BQN     188.0      1585  23.0    30.0  \n",
+       "299014  N184DN     843    JFK  ATL      99.0       760   0.0    48.0  \n",
+       "299133  N3KFAA    1895    EWR  MIA     156.0      1085   7.0    22.0  \n",
+       "299157  N826AS    5747    LGA  IAD      40.0       229   7.0    39.0  \n",
+       "299407  N13949    4662    EWR  RDU      66.0       416  11.0    56.0  \n",
+       "299423  N37255    1625    EWR  DEN     202.0      1605  12.0    18.0  \n",
+       "299653  N611QX    5215    LGA  CHS      85.0       641  16.0     8.0  \n",
+       "299680  N12552    4377    EWR  JAX     118.0       820  16.0    37.0  \n",
+       "299750  N11109    4596    EWR  STL     130.0       872  17.0    35.0  \n",
+       "299779  N13978    4576    EWR  GRR      88.0       605  18.0     2.0  \n",
+       "299811  N702TW     841    JFK  SFO     324.0      2586  18.0    31.0  \n",
+       "299826  N14203    4202    EWR  STL     124.0       872  18.0    49.0  \n",
+       "299884  N183DN     161    JFK  SEA     322.0      2422  19.0    40.0  \n",
+       "299926  N33292    1598    EWR  SAN     308.0      2425  20.0    33.0  \n",
+       "299929  N912XJ    3285    JFK  MSY     165.0      1182  20.0    37.0  \n",
+       "299966  N927XJ    3395    JFK  DCA      36.0       213  21.0    35.0  \n",
+       "299974  N409UA     695    LGA  ORD     107.0       733  21.0    48.0  \n",
+       "299985  N513MQ    3604    EWR  ORD     102.0       719  22.0    14.0  \n",
+       "299986  N12967    4139    EWR  JAX     119.0       820  22.0    21.0  \n",
+       "300002  N638JB    1201    JFK  FLL     132.0      1069   0.0     9.0  \n",
+       "300003  N13124    4700    EWR  CLT      71.0       529   0.0    12.0  \n",
+       "300004  N646JB    1371    LGA  FLL     132.0      1076   0.0    16.0  \n",
+       "300005  N663JB     425    JFK  TPA     125.0      1005   0.0    27.0  \n",
+       "300007  N915AT     357    LGA  CAK      60.0       397   0.0    54.0  \n",
+       "300008  N775JB     745    JFK  PSE     206.0      1617   1.0    18.0  \n",
+       "300009  N586JB     839    JFK  BQN     195.0      1576   2.0     6.0  \n",
+       "300160  N11109    4535    EWR  MSP     142.0      1008   7.0    51.0  \n",
+       "300223  N13958    4587    EWR  GRR      88.0       605   8.0    40.0  \n",
+       "300256  N329AA      33    JFK  LAX     297.0      2475   9.0    19.0  \n",
+       "300272  N11137    4111    EWR  CHS      90.0       628   9.0    39.0  \n",
+       "300286  N4WJAA     313    LGA  ORD     113.0       733   9.0    57.0  \n",
+       "300289  N934XJ    3521    JFK  ORD     116.0       740  10.0     2.0  \n",
+       "300295  N575UA     212    EWR  SFO     308.0      2565  10.0     5.0  \n",
+       "300298  N54241    1401    EWR  MIA     145.0      1085  10.0     7.0  \n",
+       "300310  N451UA     294    EWR  IAH     181.0      1400  10.0    25.0  \n",
+       "300333  N718EV    4952    LGA  CLT      96.0       544  10.0    41.0  \n",
+       "300407  N549AA     327    LGA  ORD     106.0       733  12.0    16.0  \n",
+       "300421  N206JB    1307    JFK  IAD      62.0       228  12.0    41.0  \n",
+       "300431  N752US    2177    LGA  DCA      41.0       214  12.0    48.0  \n",
+       "300447  N722US    2179    LGA  DCA      44.0       214  13.0    13.0  \n",
+       "300451  N847MQ    3386    JFK  DCA      54.0       213  13.0    22.0  \n",
+       "300484  N280WN    4453    LGA  MKE     110.0       738  14.0    29.0  \n",
+       "300485  N832AS    5736    LGA  IAD      49.0       229  14.0    29.0  \n",
+       "300487  N127UW    2095    EWR  CLT      73.0       529  14.0    32.0  \n",
+       "300492  N186PQ    5148    EWR  ATL      93.0       746  14.0    40.0  \n",
+       "300495  N18556    5897    EWR  ORF      48.0       284  14.0    45.0  \n",
+       "300497  N319NB    2043    JFK  ATL     116.0       760  14.0    46.0  \n",
+       "300499  N14977    3806    EWR  RIC      52.0       277  14.0    48.0  \n",
+       "300503  N14959    5812    EWR  GSO      82.0       445  14.0    52.0  \n",
+       "300504  N38443    1708    EWR  SJU     243.0      1608  14.0    52.0  \n",
+       "300511  N283AT     348    LGA  ATL     101.0       762  15.0     0.0  \n",
+       "300514  N15574    4583    EWR  BDL      29.0       116  15.0     6.0  \n",
+       "300517  N567AA    1841    EWR  DFW     170.0      1372  15.0     7.0  \n",
+       "300529  N323JB    1373    JFK  CHS      91.0       636  15.0    19.0  \n",
+       "300534  N436AA     337    LGA  ORD     113.0       733  15.0    23.0  \n",
+       "300537  N13956    4395    EWR  IND      98.0       645  15.0    25.0  \n",
+       "300544  N536JB    1883    JFK  MCO     126.0       944  15.0    29.0  \n",
+       "300545  N14993    4171    EWR  MSN     123.0       799  15.0    31.0  \n",
+       "300549  N988AT     350    LGA  ATL      99.0       762  15.0    37.0  \n",
+       "300550  N4XMAA     331    LGA  ORD     121.0       733  15.0    40.0  \n",
+       "300559  N309JB     477    JFK  JAX     122.0       828  15.0    47.0  \n",
+       "300561  N8EGMQ    3678    EWR  ORD     113.0       719  15.0    49.0  \n",
+       "300574  N27733    1149    EWR  PBI     135.0      1023  16.0     5.0  \n",
+       "300576  N33266    1587    EWR  RSW     159.0      1068  16.0     6.0  \n",
+       "300577  N29906    4381    EWR  DTW      82.0       488  16.0     8.0  \n",
+       "300578  N615MQ    2815    JFK  CLE      73.0       425  16.0     8.0  \n",
+       "300581  N970AT     721    LGA  CAK      59.0       397  16.0    10.0  \n",
+       "300582  N833UA     595    EWR  SAN     316.0      2425  16.0    12.0  \n",
+       "300584  N11192    4572    EWR  GSP      80.0       594  16.0    15.0  \n",
+       "300585  N571UA     745    LGA  DEN     227.0      1620  16.0    15.0  \n",
+       "300599  N27213    1290    EWR  CLE      62.0       404  16.0    26.0  \n",
+       "300601  N469UA     685    LGA  ORD     111.0       733  16.0    27.0  \n",
+       "300602  N3CNAA     779    LGA  MIA     155.0      1096  16.0    28.0  \n",
+       "300605  N14168    4576    EWR  GRR      95.0       605  16.0    30.0  \n",
+       "300606  N37290    1164    EWR  FLL     155.0      1065  16.0    30.0  \n",
+       "300608  N36207      12    EWR  ORD     110.0       719  16.0    32.0  \n",
+       "300612  N4XXAA     341    LGA  ORD     112.0       733  16.0    35.0  \n",
+       "300614  N310DE     673    EWR  ATL      98.0       746  16.0    36.0  \n",
+       "300616  N836AS    5712    JFK  IAD      48.0       228  16.0    37.0  \n",
+       "300618  N11137    5796    EWR  CLT      74.0       529  16.0    43.0  \n",
+       "300621  N537JB    1171    LGA  FLL     170.0      1076  16.0    47.0  \n",
+       "300623  N78509     112    EWR  IAH     176.0      1400  16.0    49.0  \n",
+       "300624  N713UW    1899    LGA  CLT      80.0       544  16.0    50.0  \n",
+       "300635  N171US     802    EWR  CLT      77.0       529  17.0     7.0  \n",
+       "300638  N718EV    4949    LGA  GSO      65.0       461  17.0    11.0  \n",
+       "300640  N830AY    4120    JFK  CLE      71.0       425  17.0    15.0  \n",
+       "300641  N759EV    5069    LGA  RDU      70.0       431  17.0    16.0  \n",
+       "300645  N618JB     543    EWR  PBI     136.0      1023  17.0    24.0  \n",
+       "300647  N354NB    1942    EWR  ATL     116.0       746  17.0    26.0  \n",
+       "300649  N506MQ    3567    LGA  CLT      76.0       544  17.0    26.0  \n",
+       "300657  N14920    4705    EWR  ATL     110.0       746  17.0    30.0  \n",
+       "300664  N623JB     573    EWR  TPA     139.0       997  17.0    37.0  \n",
+       "300665  N16170    4596    EWR  STL     130.0       872  17.0    37.0  \n",
+       "300668  N738MQ    3556    LGA  DTW      78.0       502  17.0    38.0  \n",
+       "300674  N3EBAA     763    LGA  DFW     176.0      1389  17.0    42.0  \n",
+       "300677  N902XJ    3540    JFK  MSP     146.0      1029  17.0    44.0  \n",
+       "300678  N3746H    2407    JFK  MCO     124.0       944  17.0    45.0  \n",
+       "300679  N14543    4377    EWR  JAX     117.0       820  17.0    45.0  \n",
+       "300680  N806JB    1729    JFK  RSW     147.0      1074  17.0    47.0  \n",
+       "300682  N730SW    1013    LGA  STL     125.0       888  17.0    50.0  \n",
+       "300684  N624JB     703    JFK  SJU     199.0      1598  17.0    52.0  \n",
+       "300686  N601AW     686    EWR  PHX     263.0      2133  17.0    55.0  \n",
+       "300692  N627JB    1117    LGA  TPA     133.0      1010  18.0     2.0  \n",
+       "300693  N249JB    1119    JFK  CLT      75.0       541  18.0     2.0  \n",
+       "300696  N358NB    2042    EWR  ATL     113.0       746  18.0     6.0  \n",
+       "300700  N3CFAA    1467    LGA  MIA     164.0      1096  18.0     8.0  \n",
+       "300702  N8698A    3932    EWR  CVG      98.0       569  18.0    10.0  \n",
+       "300704  N905XJ    3301    JFK  IND      97.0       665  18.0    12.0  \n",
+       "300710  N556JB     505    EWR  FLL     147.0      1065  18.0    21.0  \n",
+       "300713  N916XJ    3377    JFK  CVG      83.0       589  18.0    23.0  \n",
+       "300715  N14905    4580    EWR  MKE     111.0       725  18.0    24.0  \n",
+       "300716  N411UA     249    LGA  CLE      61.0       419  18.0    24.0  \n",
+       "300720  N3HJAA     695    JFK  AUS     190.0      1521  18.0    27.0  \n",
+       "300721  N702UW    2189    LGA  DCA      40.0       214  18.0    27.0  \n",
+       "300723  N775JB     283    JFK  MCO     125.0       944  18.0    30.0  \n",
+       "300726  N12921    4113    EWR  IND      95.0       645  18.0    33.0  \n",
+       "300730  N183JB     918    JFK  BOS      40.0       187  18.0    36.0  \n",
+       "300731  N216JB      86    JFK  ROC      51.0       264  18.0    37.0  \n",
+       "300733  N803UA     411    EWR  MCO     119.0       937  18.0    37.0  \n",
+       "300734  N76526    1580    EWR  LAS     277.0      2227  18.0    37.0  \n",
+       "300736  N241WN     201    EWR  BNA     101.0       748  18.0    39.0  \n",
+       "300741  N3CEAA     145    JFK  SAN     306.0      2446  18.0    42.0  \n",
+       "300742  N644JB     327    EWR  MCO     123.0       937  18.0    42.0  \n",
+       "300743  N267JB     408    JFK  PWM      47.0       273  18.0    42.0  \n",
+       "300745  N560UA     512    JFK  SFO     324.0      2586  18.0    43.0  \n",
+       "300747  N318JB    2302    JFK  BUF      53.0       301  18.0    44.0  \n",
+       "300748  N694MQ    2949    JFK  BNA     108.0       765  18.0    44.0  \n",
+       "300750  N14731    1281    LGA  ORD     107.0       733  18.0    47.0  \n",
+       "300751  N656JB    1161    LGA  PBI     143.0      1035  18.0    48.0  \n",
+       "300755  N3GSAA    1750    JFK  BOS      45.0       187  18.0    53.0  \n",
+       "300758  N17244    1078    EWR  SAT     199.0      1569  18.0    55.0  \n",
+       "300760  N3KHAA    1999    EWR  MIA     131.0      1085  18.0    57.0  \n",
+       "300763  N37474    1141    EWR  SFO     347.0      2565  18.0    58.0  \n",
+       "300766  N3DGAA    1711    JFK  ORD     117.0       740  19.0     1.0  \n",
+       "300769  N3GVAA     785    LGA  DFW     172.0      1389  19.0     2.0  \n",
+       "300771  N8790A    3793    JFK  PHL      30.0        94  19.0     7.0  \n",
+       "300774  N23708    1219    EWR  DFW     178.0      1372  19.0    12.0  \n",
+       "300776  N3CMAA     353    LGA  ORD     113.0       733  19.0    16.0  \n",
+       "300778  N273JB    2580    EWR  BOS      46.0       200  19.0    18.0  \n",
+       "300779  N376NW      83    JFK  MIA     142.0      1089  19.0    19.0  \n",
+       "300781  N931XJ    3542    JFK  MSP     156.0      1029  19.0    22.0  \n",
+       "300784  N942MQ    3216    JFK  ORF      49.0       290  19.0    25.0  \n",
+       "300789  N853UA     619    EWR  ORD     109.0       719  19.0    30.0  \n",
+       "300791  N24212    1531    EWR  DEN     225.0      1605  19.0    30.0  \n",
+       "300793  N206JB    1185    JFK  RDU      62.0       427  19.0    31.0  \n",
+       "300795  N722US    2191    LGA  DCA      38.0       214  19.0    32.0  \n",
+       "300800  N435UA     691    LGA  ORD     123.0       733  19.0    40.0  \n",
+       "300801  N482WN     401    LGA  DEN     224.0      1620  19.0    42.0  \n",
+       "300803  N39461    1618    EWR  TPA     134.0       997  19.0    43.0  \n",
+       "300807  N332AA     177    JFK  SFO     336.0      2586  19.0    53.0  \n",
+       "300810  N303DQ     926    EWR  ATL      95.0       746  19.0    54.0  \n",
+       "300811  N3EEAA    1901    JFK  IAH     182.0      1417  19.0    56.0  \n",
+       "300812  N504MQ    3526    LGA  CMH      70.0       479  19.0    56.0  \n",
+       "300815  N530MQ    3674    LGA  CLE      62.0       419  20.0     0.0  \n",
+       "300820  N907XJ    3399    JFK  DTW      77.0       509  20.0     6.0  \n",
+       "300821  N517JB     669    JFK  SJC     330.0      2569  20.0     6.0  \n",
+       "300822  N3GEAA    1611    LGA  MIA     139.0      1096  20.0     7.0  \n",
+       "300823  N642VA     169    EWR  LAX     317.0      2454  20.0     9.0  \n",
+       "300824  N827UA     493    EWR  ORD     113.0       719  20.0    16.0  \n",
+       "300825  N612QX    5268    LGA  CLT      77.0       544  20.0    17.0  \n",
+       "300826  N936XJ    3325    JFK  DFW     173.0      1391  20.0    18.0  \n",
+       "300827  N565JB     299    LGA  MCO     120.0       950  20.0    23.0  \n",
+       "300829  N24715    1139    EWR  DEN     210.0      1605  20.0    23.0  \n",
+       "300831  N908DL     947    LGA  ATL      99.0       762  20.0    28.0  \n",
+       "300832  N546AA    1691    EWR  DFW     176.0      1372  20.0    29.0  \n",
+       "300834  N507JB      71    JFK  SLC     261.0      1990  20.0    31.0  \n",
+       "300836  N939WN    4209    LGA  MDW     106.0       725  20.0    33.0  \n",
+       "300837  N926XJ    3285    JFK  MSY     147.0      1182  20.0    35.0  \n",
+       "300839  N174US     894    LGA  CLT      80.0       544  20.0    37.0  \n",
+       "300840  N87507    1703    EWR  BOS      45.0       200  20.0    37.0  \n",
+       "300841  N14562    4131    EWR  RIC      47.0       277  20.0    38.0  \n",
+       "300842  N3KCAA     791    LGA  DFW     181.0      1389  20.0    39.0  \n",
+       "300843  N319AA     181    JFK  LAX     298.0      2475  20.0    42.0  \n",
+       "300851  N892AT     623    LGA  ATL      99.0       762  20.0    49.0  \n",
+       "300852  N3FKAA     361    LGA  ORD     111.0       733  20.0    51.0  \n",
+       "300854  N877AS    5714    JFK  IAD      44.0       228  20.0    53.0  \n",
+       "300856  N16919    5892    EWR  CVG      88.0       569  20.0    55.0  \n",
+       "300859  N835AS    5769    LGA  IAD      43.0       229  20.0    56.0  \n",
+       "300860  N161UW    1815    LGA  CLT      84.0       544  21.0     1.0  \n",
+       "300863  N325US    2041    JFK  ATL      97.0       760  21.0     2.0  \n",
+       "300864  N594UA     236    EWR  FLL     137.0      1065  21.0     2.0  \n",
+       "300865  N908XJ    3350    JFK  JAX     107.0       828  21.0     3.0  \n",
+       "300867  N508JB     161    JFK  SMF     322.0      2521  21.0     4.0  \n",
+       "300870  N3FSAA    1709    LGA  MIA     137.0      1096  21.0    11.0  \n",
+       "300871  N4WJAA     359    LGA  ORD     112.0       733  21.0    13.0  \n",
+       "300872  N16918    4321    EWR  MCI     157.0      1092  21.0    14.0  \n",
+       "300873  N12142    4462    LGA  CLE      66.0       419  21.0    16.0  \n",
+       "300878  N294WN    1368    LGA  BNA     107.0       764  21.0    24.0  \n",
+       "300879  N179JB     418    JFK  BOS      42.0       187  21.0    26.0  \n",
+       "300880  N13949    4361    EWR  TYS      85.0       631  21.0    26.0  \n",
+       "300881  N25134    4333    EWR  TUL     163.0      1215  21.0    26.0  \n",
+       "300883  N27213    1555    EWR  SAN     295.0      2425  21.0    27.0  \n",
+       "300884  N599JB     135    JFK  PHX     265.0      2153  21.0    29.0  \n",
+       "300885  N607LR    5596    EWR  ATL      94.0       746  21.0    31.0  \n",
+       "300886  N187US    2039    EWR  CLT      82.0       529  21.0    32.0  \n",
+       "300888  N4XMAA     363    LGA  ORD     110.0       733  21.0    35.0  \n",
+       "300891  N970AT     685    LGA  ATL     109.0       762  21.0    39.0  \n",
+       "300893  N922XJ    3385    JFK  BOS      45.0       187  21.0    44.0  \n",
+       "300894  N764SW     441    EWR  MDW     102.0       711  21.0    44.0  \n",
+       "300895  N444WN     565    EWR  MDW     105.0       711  21.0    44.0  \n",
+       "300896  N985DL    2391    JFK  TPA     128.0      1005  21.0    44.0  \n",
+       "300902  N462WN     381    LGA  MKE     109.0       738  21.0    50.0  \n",
+       "300903  N41104    4543    EWR  DSM     144.0      1017  21.0    50.0  \n",
+       "300905  N937XJ    3395    JFK  DCA      38.0       213  21.0    55.0  \n",
+       "300906  N906XJ    3376    JFK  RDU      59.0       427  21.0    56.0  \n",
+       "300907  N8891A    4127    JFK  IAD      41.0       228  21.0    56.0  \n",
+       "300908  N583JB     359    JFK  BUR     312.0      2465  21.0    56.0  \n",
+       "300909  N13975    4509    EWR  CLT      83.0       529  21.0    56.0  \n",
+       "300911  N11137    4204    EWR  OKC     172.0      1325  21.0    57.0  \n",
+       "300915  N600LR    3367    JFK  CVG      86.0       589  22.0     3.0  \n",
+       "300917  N3735D    2065    JFK  FLL     133.0      1069  22.0     7.0  \n",
+       "300918  N12136    4536    EWR  CVG      85.0       569  22.0     7.0  \n",
+       "300920  N8976E    3748    JFK  PHL      24.0        94  22.0     8.0  \n",
+       "300921  N637JB     915    JFK  SFO     330.0      2586  22.0     9.0  \n",
+       "300922  N338AA      21    JFK  LAX     303.0      2475  22.0    12.0  \n",
+       "300924  N806MQ    3374    JFK  RDU      67.0       427  22.0    13.0  \n",
+       "300926  N807JB    1295    JFK  AUS     191.0      1521  22.0    17.0  \n",
+       "300929  N702UW    2197    LGA  DCA      39.0       214  22.0    22.0  \n",
+       "300931  N8884E    4033    LGA  TYS      88.0       647  22.0    25.0  \n",
+       "300932  N8EGMQ    3604    EWR  ORD     106.0       719  22.0    27.0  \n",
+       "300933  N625JB    1271    LGA  FLL     134.0      1076  22.0    33.0  \n",
+       "300935  N8914A    4191    JFK  BWI      33.0       184  22.0    52.0  \n",
+       "300937  N14907    4695    EWR  MHT      44.0       209  22.0    58.0  \n",
+       "300938  N5PBMQ    3662    LGA  ATL     101.0       762  22.0    59.0  \n",
+       "300940  N768JB      97    JFK  DEN     213.0      1626  23.0     6.0  \n",
+       "300943  N27733    1241    EWR  TPA     125.0       997  23.0    13.0  \n",
+       "300944  N328AA     185    JFK  LAX     309.0      2475  23.0    16.0  \n",
+       "300945  N536JB    1183    JFK  MCO     115.0       944  23.0    24.0  \n",
+       "300947  N784SW    1707    LGA  MDW     108.0       725  23.0    27.0  \n",
+       "300949  N753EV    5254    LGA  DSM     133.0      1031  23.0    28.0  \n",
+       "300950  N511MQ    3317    LGA  RDU      64.0       431  23.0    29.0  \n",
+       "300952  N607JB     499    LGA  MCO     114.0       950  23.0    50.0  \n",
+       "301246  N335AA      59    JFK  SFO     339.0      2586   9.0    12.0  \n",
+       "301322  N315US     181    LGA  DTW      78.0       502  10.0    40.0  \n",
+       "301363  N565JB       5    EWR  FLL     140.0      1065  11.0    43.0  \n",
+       "301396  N625JB     127    EWR  MCO     130.0       937  12.0    20.0  \n",
+       "301441  N618DL    1647    LGA  ATL     104.0       762  13.0    11.0  \n",
+       "301454  N323NB     401    EWR  ATL     107.0       746  13.0    25.0  \n",
+       "301461  N588UA     580    JFK  SFO     334.0      2586  13.0    34.0  \n",
+       "301504  N359NW    1443    LGA  MCO     129.0       950  14.0    34.0  \n",
+       "301515  N314NB     485    EWR  ATL     107.0       746  14.0    49.0  \n",
+       "301557  N919AT     350    LGA  ATL     108.0       762  15.0    13.0  \n",
+       "301559  N462WN    4103    EWR  PHX     274.0      2133  15.0    14.0  \n",
+       "301590  N820AS    5712    JFK  IAD      45.0       228  15.0    40.0  \n",
+       "301622  N627JB     505    EWR  FLL     146.0      1065  16.0    10.0  \n",
+       "301625  N9EAMQ    3678    EWR  ORD     105.0       719  16.0    11.0  \n",
+       "301636  N457UA     685    LGA  ORD     107.0       733  16.0    18.0  \n",
+       "301667  N33292    1493    EWR  LAX     308.0      2454  16.0    49.0  \n",
+       "301730  N68452    1638    EWR  CLE      64.0       404  17.0    30.0  \n",
+       "301744  N3FHAA    1467    LGA  MIA     176.0      1096  17.0    53.0  \n",
+       "301756  N8970D    3932    EWR  CVG      91.0       569  18.0     4.0  \n",
+       "301757  N359NB    2042    EWR  ATL     106.0       746  18.0     5.0  \n",
+       "301764  N534JB    1117    LGA  TPA     143.0      1010  18.0    10.0  \n",
+       "301800  N348NB    1473    LGA  MEM     128.0       963  18.0    39.0  \n",
+       "301819  N376NW    2383    LGA  PWM      50.0       269  19.0     1.0  \n",
+       "301823  N623AA     257    JFK  LAS     290.0      2248  19.0     5.0  \n",
+       "301857  N56859    1165    EWR  LAX     301.0      2454  19.0    39.0  \n",
+       "301888  N3AXAA     791    LGA  DFW     175.0      1389  20.0    16.0  \n",
+       "301899  N14704    1139    EWR  DEN     204.0      1605  20.0    28.0  \n",
+       "301915  N850UA     675    EWR  ORD     105.0       719  20.0    45.0  \n",
+       "301928  N710EV    5268    LGA  CLT      82.0       544  20.0    57.0  \n",
+       "301932  N76526    1236    EWR  PBI     140.0      1023  21.0     2.0  \n",
+       "301943  N193JB    1202    JFK  BUF      54.0       301  21.0    22.0  \n",
+       "301945  N359NW      83    JFK  MIA     151.0      1089  21.0    25.0  \n",
+       "301955  N922AT     357    LGA  CAK      64.0       397  21.0    39.0  \n",
+       "301962  N484UA     465    EWR  AUS     183.0      1504  22.0     8.0  \n",
+       "301971  N76519    1146    EWR  BOS      46.0       200  22.0    48.0  \n",
+       "301974  N658JB     527    EWR  MCO     129.0       937  23.0    28.0  \n",
+       "301975  N12540    4625    EWR  BWI      32.0       169  23.0    28.0  \n",
+       "302081  N829AS    5716    JFK  IAD      45.0       228   7.0    33.0  \n",
+       "302215  N927XJ    3507    JFK  MSY     150.0      1182   9.0    55.0  \n",
+       "302279  N5FJAA    1357    JFK  SJU     207.0      1598  11.0    36.0  \n",
+       "302280  N25705    1625    EWR  DEN     210.0      1605  11.0    37.0  \n",
+       "302294  N432UA     465    EWR  RSW     148.0      1068  11.0    56.0  \n",
+       "302299  N569UA     420    EWR  SFO     318.0      2565  12.0     1.0  \n",
+       "302305  N922XJ    3284    JFK  ROC      48.0       264  12.0    16.0  \n",
+       "302325  N939DL     954    LGA  FLL     148.0      1076  12.0    49.0  \n",
+       "302368  N439UA     332    EWR  BOS      39.0       200  13.0    38.0  \n",
+       "302384  N909XJ    3303    JFK  BUF      51.0       301  14.0    11.0  \n",
+       "302391  N17138    5797    EWR  RIC      48.0       277  14.0    22.0  \n",
+       "302429  N763JB     927    EWR  MCO     127.0       937  14.0    56.0  \n",
+       "302460  N506MQ    3567    LGA  CLT      78.0       544  15.0    23.0  \n",
+       "302480  N491UA     340    EWR  LAX     300.0      2454  15.0    52.0  \n",
+       "302484  N929XJ    3318    JFK  BUF      52.0       301  15.0    55.0  \n",
+       "302547  N368SW    1121    LGA  MDW     103.0       725  17.0     0.0  \n",
+       "302585  N3DBAA    1467    LGA  MIA     145.0      1096  17.0    32.0  \n",
+       "302608  N909XJ    3377    JFK  CVG      82.0       589  18.0     8.0  \n",
+       "302649  N432UA     649    EWR  LAS     268.0      2227  19.0     0.0  \n",
+       "302651  N974DL    1585    LGA  MCO     125.0       950  19.0     7.0  \n",
+       "302666  N309US      83    JFK  MIA     150.0      1089  19.0    28.0  \n",
+       "302677  N937XJ    3542    JFK  MSP     136.0      1029  19.0    41.0  \n",
+       "302694  N559JB     283    JFK  MCO     123.0       944  20.0    10.0  \n",
+       "302700  N663MQ    3044    JFK  BWI      35.0       184  20.0    27.0  \n",
+       "302701  N904XJ    3540    JFK  MSP     135.0      1029  20.0    28.0  \n",
+       "302716  N623JB     883    JFK  MCO     123.0       944  20.0    59.0  \n",
+       "302741  N566UA     307    EWR  FLL     138.0      1065  21.0    50.0  \n",
+       "302824  N618JB      27    EWR  MCO     118.0       937   7.0     2.0  \n",
+       "302911  N811UA     465    EWR  RSW     138.0      1068   8.0    28.0  \n",
+       "302919  N35407    1115    EWR  TPA     125.0       997   8.0    37.0  \n",
+       "302971  N249JB     163    JFK  SRQ     137.0      1041   9.0    45.0  \n",
+       "303054  N13913    4495    EWR  SAV      90.0       708  11.0    35.0  \n",
+       "303085  N391HA      51    JFK  HNL     609.0      4983  12.0    14.0  \n",
+       "303129  N491UA     595    EWR  FLL     136.0      1065  13.0    12.0  \n",
+       "303134  N572UA     996    EWR  SFO     319.0      2565  13.0    16.0  \n",
+       "303158  N582AA     743    LGA  DFW     163.0      1389  13.0    47.0  \n",
+       "303245  N811UA     298    EWR  LAS     276.0      2227  15.0    16.0  \n",
+       "303248  N13975    4502    EWR  CVG      84.0       569  15.0    17.0  \n",
+       "303303  N15985    4336    EWR  ATL     101.0       746  16.0     6.0  \n",
+       "303312  N17169    4181    EWR  MCI     141.0      1092  16.0    15.0  \n",
+       "303314  N562JB      83    JFK  MCO     119.0       944  16.0    18.0  \n",
+       "303342  N87531    1556    EWR  SFO     326.0      2565  16.0    44.0  \n",
+       "303343  N13913    4377    EWR  JAX     107.0       820  16.0    48.0  \n",
+       "303361  N925DL    2280    JFK  FLL     129.0      1069  17.0     0.0  \n",
+       "303374  N611QX    4978    LGA  CLT      79.0       544  17.0    10.0  \n",
+       "303375  N401UA     249    LGA  CLE      58.0       419  17.0    10.0  \n",
+       "303384  N759EV    5069    LGA  RDU      67.0       431  17.0    15.0  \n",
+       "303473  N16963    4202    EWR  STL     120.0       872  18.0    35.0  \n",
+       "303474  N33286    1078    EWR  SAT     183.0      1569  18.0    35.0  \n",
+       "303492  N16571    4431    EWR  DAY      77.0       533  18.0    57.0  \n",
+       "303498  N741EV    5207    LGA  BGR      56.0       378  19.0     1.0  \n",
+       "303554  N13124    5893    EWR  BNA     105.0       748  20.0    11.0  \n",
+       "303560  N13979    5892    EWR  CVG      84.0       569  20.0    15.0  \n",
+       "303584  N935XJ    3350    JFK  JAX      98.0       828  20.0    42.0  \n",
+       "303588  N600QX    5038    LGA  BHM     105.0       866  20.0    46.0  \n",
+       "303607  N576UA     270    EWR  FLL     127.0      1065  21.0     4.0  \n",
+       "303610  N13975    4714    EWR  CLT      77.0       529  21.0    10.0  \n",
+       "303612  N552UW     629    JFK  PHX     256.0      2153  21.0    15.0  \n",
+       "303617  N621JB     883    JFK  MCO     111.0       944  21.0    19.0  \n",
+       "303639  N77431    1532    EWR  SFO     310.0      2565  22.0    12.0  \n",
+       "303645  N802UA     695    LGA  ORD     101.0       733  22.0    34.0  \n",
+       "303653  N524JB    1103    JFK  SJU     195.0      1598  23.0    37.0  \n",
+       "303785  N709JB     371    LGA  FLL     130.0      1076   7.0    26.0  \n",
+       "303840  N504JB      23    JFK  LAX     298.0      2475   8.0     1.0  \n",
+       "303963  N740EV    5109    LGA  CHS      82.0       641  10.0    18.0  \n",
+       "304031  N18120    4347    EWR  IAD      46.0       212  11.0    38.0  \n",
+       "304059  N347NB     695    JFK  MCO     126.0       944  12.0     4.0  \n",
+       "304081  N87512    1735    EWR  LAX     286.0      2454  12.0    42.0  \n",
+       "304114  N720EV    5512    LGA  MEM     120.0       963  13.0    11.0  \n",
+       "304161  N169UW    2083    EWR  CLT      74.0       529  14.0    19.0  \n",
+       "304168  N583JB     553    JFK  PBI     125.0      1028  14.0    28.0  \n",
+       "304183  N709JB     431    LGA  SRQ     137.0      1047  14.0    41.0  \n",
+       "304223  N12109    1186    EWR  MIA     135.0      1085  15.0    10.0  \n",
+       "304233  N678AW     686    EWR  PHX     254.0      2133  15.0    20.0  \n",
+       "304259  N595JB     301    JFK  FLL     135.0      1069  15.0    40.0  \n",
+       "304289  N903XJ    3393    JFK  DCA      43.0       213  16.0     3.0  \n",
+       "304324  N828MQ    3416    LGA  RDU      67.0       431  16.0    42.0  \n",
+       "304332  N906DL    1982    LGA  MIA     141.0      1096  16.0    51.0  \n",
+       "304336  N827JB    1729    JFK  RSW     135.0      1074  16.0    54.0  \n",
+       "304374  N607JB     283    JFK  MCO     120.0       944  17.0    21.0  \n",
+       "304411  N598JB    1171    LGA  FLL     138.0      1076  17.0    54.0  \n",
+       "304423  N507JB    1161    LGA  PBI     129.0      1035  18.0     4.0  \n",
+       "304425  N593JB     573    EWR  TPA     132.0       997  18.0     7.0  \n",
+       "304430  N656AW     681    EWR  PHX     265.0      2133  18.0    13.0  \n",
+       "304448  N437UA     226    EWR  PHX     254.0      2133  18.0    30.0  \n",
+       "304456  N346JB    2580    EWR  BOS      43.0       200  18.0    39.0  \n",
+       "304478  N930XJ    3347    JFK  DTW      90.0       509  18.0    57.0  \n",
+       "304493  N763JB     359    JFK  BUR     298.0      2465  19.0    21.0  \n",
+       "304518  N36272    1053    EWR  CLE      58.0       404  19.0    38.0  \n",
+       "304522  N719EV    5207    LGA  BGR      53.0       378  19.0    46.0  \n",
+       "304539  N27722    1139    EWR  DEN     201.0      1605  19.0    59.0  \n",
+       "304543  N657JB     299    LGA  MCO     124.0       950  20.0     5.0  \n",
+       "304549  N368JB    1202    JFK  BUF      65.0       301  20.0    14.0  \n",
+       "304560  N600LR    3525    JFK  ORD     115.0       740  20.0    28.0  \n",
+       "304581  N730EV    5525    LGA  MHT      39.0       195  20.0    56.0  \n",
+       "304583  N325US    1854    LGA  FLL     135.0      1076  20.0    58.0  \n",
+       "304586  N570JB    1083    JFK  MCO     122.0       944  21.0     2.0  \n",
+       "304591  N828MQ    3573    LGA  CMH      73.0       479  21.0     6.0  \n",
+       "304595  N634JB     105    JFK  ORD     109.0       740  21.0    12.0  \n",
+       "304607  N583JB     135    JFK  PHX     260.0      2153  21.0    29.0  \n",
+       "304618  N4WLAA    1691    EWR  DFW     170.0      1372  21.0    47.0  \n",
+       "304623  N38458    1037    EWR  LAX     296.0      2454  22.0     9.0  \n",
+       "304846  N146PQ    5068    EWR  DTW      84.0       488   8.0    33.0  \n",
+       "304900  N449UA     482    EWR  FLL     139.0      1065   9.0    28.0  \n",
+       "304922  N717EV    4918    LGA  RIC      52.0       292   9.0    54.0  \n",
+       "304924  N73406    1626    EWR  SAN     285.0      2425   9.0    54.0  \n",
+       "304941  N438UA     333    EWR  IAH     163.0      1400  10.0    17.0  \n",
+       "304981  N596UA     443    JFK  LAX     291.0      2475  11.0    11.0  \n",
+       "304986  N543AA     317    LGA  ORD     107.0       733  11.0    18.0  \n",
+       "304997  N544MQ    3611    EWR  ORD     104.0       719  11.0    29.0  \n",
+       "305032  N346NB    1031    LGA  DTW      79.0       502  12.0    12.0  \n",
+       "305051  N722EV    5273    LGA  PIT      50.0       335  12.0    46.0  \n",
+       "305068  N14153    4471    EWR  MCI     141.0      1092  12.0    58.0  \n",
+       "305070  N740EV    4974    LGA  BTV      42.0       258  13.0     4.0  \n",
+       "305124  N717EV    4905    LGA  SYR      37.0       198  14.0     1.0  \n",
+       "305129  N11181    4682    EWR  MSY     146.0      1167  14.0    15.0  \n",
+       "305237  N624JB     325    JFK  TPA     129.0      1005  15.0    53.0  \n",
+       "305246  N3ALAA     745    LGA  DFW     175.0      1389  15.0    57.0  \n",
+       "305253  N615JB     199    LGA  MCO     121.0       950  16.0     2.0  \n",
+       "305276  N5FJAA    1635    JFK  SJU     193.0      1598  16.0    22.0  \n",
+       "305293  N831UA     375    EWR  SEA     310.0      2402  16.0    38.0  \n",
+       "305300  N740EV    4949    LGA  GSO      62.0       461  16.0    41.0  \n",
+       "305344  N613JB    1729    JFK  RSW     130.0      1074  17.0    19.0  \n",
+       "305359  N36915    6101    LGA  IAD      47.0       229  17.0    29.0  \n",
+       "305371  N593UA     289    EWR  FLL     135.0      1065  17.0    38.0  \n",
+       "305399  N77430    1107    EWR  DEN     201.0      1605  18.0    14.0  \n",
+       "305457  N769US    2191    LGA  DCA      42.0       214  19.0    11.0  \n",
+       "305458  N311US    1321    EWR  MSP     139.0      1008  19.0    11.0  \n",
+       "305465  N922XJ    3542    JFK  MSP     146.0      1029  19.0    21.0  \n",
+       "305560  N524JB     883    JFK  MCO     121.0       944  21.0     9.0  \n",
+       "305588  N936AT     357    LGA  CAK      61.0       397  22.0    36.0  \n",
+       "305595  N968DL    2391    JFK  TPA     119.0      1005  23.0    35.0  \n",
+       "305605  N317JB    1816    JFK  SYR      39.0       209   0.0    10.0  \n",
+       "305606  N265JB    2002    JFK  BUF      50.0       301   0.0    12.0  \n",
+       "305607  N657JB     499    LGA  MCO     111.0       950   0.0    29.0  \n",
+       "305609  N339JB     234    JFK  BTV      48.0       266   1.0    13.0  \n",
+       "305610  N346JB     486    JFK  ROC      44.0       264   1.0    32.0  \n",
+       "305611  N554JB     745    JFK  PSE     202.0      1617   1.0    52.0  \n",
+       "305935  N238JB     281    JFK  HOU     188.0      1428  10.0    38.0  \n",
+       "305957  N832AS    5736    LGA  IAD      70.0       229  11.0    15.0  \n",
+       "305987  N332AA     179    JFK  SFO     355.0      2586  12.0     2.0  \n",
+       "306005  N76528    1257    LGA  IAH     184.0      1416  12.0    19.0  \n",
+       "306007  N624JB     403    JFK  SJU     191.0      1598  12.0    20.0  \n",
+       "306047  N3JCAA     731    LGA  DFW     177.0      1389  13.0    26.0  \n",
+       "306074  N746JB     927    EWR  MCO     121.0       937  14.0    27.0  \n",
+       "306075  N14105    4682    EWR  MSY     159.0      1167  14.0    33.0  \n",
+       "306088  N68061      15    EWR  HNL     587.0      4963  14.0    57.0  \n",
+       "306092  N3FRAA    1850    JFK  BOS      41.0       187  14.0    59.0  \n",
+       "306112  N974DL    1685    LGA  MCO     122.0       950  15.0    21.0  \n",
+       "306113  N532MQ    3572    LGA  CLE      68.0       419  15.0    23.0  \n",
+       "306114  N537MQ    3658    LGA  ATL      96.0       762  15.0    25.0  \n",
+       "306138  N531MQ    3588    LGA  MSP     163.0      1020  16.0     5.0  \n",
+       "306139  N986DL    1819    LGA  MSP     143.0      1020  16.0     6.0  \n",
+       "306140  N11565    5675    EWR  CMH      72.0       463  16.0     8.0  \n",
+       "306141  N4WMAA    1983    EWR  DFW     171.0      1372  16.0    13.0  \n",
+       "306142  N541US    2347    LGA  ATL      98.0       762  16.0    14.0  \n",
+       "306146  N3JUAA    1621    LGA  MIA     135.0      1096  16.0    20.0  \n",
+       "306149  N458UA     460    EWR  CLE      68.0       404  16.0    24.0  \n",
+       "306153  N907XJ    3301    JFK  IND      92.0       665  16.0    30.0  \n",
+       "306156  N942WN     201    EWR  BNA      99.0       748  16.0    33.0  \n",
+       "306161  N550WN    4103    EWR  PHX     269.0      2133  16.0    40.0  \n",
+       "306164  N952UW    1714    LGA  PHL      36.0        96  16.0    45.0  \n",
+       "306165  N946UW    2152    LGA  BOS      46.0       184  16.0    46.0  \n",
+       "306167  N769US    2185    LGA  DCA      48.0       214  16.0    48.0  \n",
+       "306168  N14168    4471    EWR  MSP     158.0      1008  16.0    48.0  \n",
+       "306170  N3EWAA     751    LGA  DFW     173.0      1389  16.0    50.0  \n",
+       "306171  N957DL    1902    LGA  PBI     130.0      1035  16.0    52.0  \n",
+       "306173  N402UA     404    EWR  IAH     167.0      1400  16.0    53.0  \n",
+       "306177  N353SW    4720    EWR  HOU     183.0      1411  16.0    55.0  \n",
+       "306190  N57111    1651    EWR  SFO     327.0      2565  17.0     8.0  \n",
+       "306191  N12967    4377    EWR  JAX     106.0       820  17.0     8.0  \n",
+       "306193  N3BUAA     753    LGA  DFW     177.0      1389  17.0    12.0  \n",
+       "306195  N432UA     514    EWR  LAS     279.0      2227  17.0    16.0  \n",
+       "306200  N735MQ    3391    LGA  CMH      77.0       479  17.0    22.0  \n",
+       "306204  N851UA     744    EWR  DFW     174.0      1372  17.0    24.0  \n",
+       "306208  N839AY    4120    JFK  CLE      74.0       425  17.0    28.0  \n",
+       "306211  N16183    4109    EWR  BNA     104.0       748  17.0    28.0  \n",
+       "306212  N477WN     491    LGA  MDW     107.0       725  17.0    29.0  \n",
+       "306213  N762US    2187    LGA  DCA      46.0       214  17.0    32.0  \n",
+       "306214  N511MQ    3760    EWR  ORD     108.0       719  17.0    33.0  \n",
+       "306216  N17984    5899    EWR  DCA      48.0       199  17.0    34.0  \n",
+       "306218  N298WN    4209    LGA  MDW     110.0       725  17.0    36.0  \n",
+       "306220  N267JB     575    JFK  MSY     145.0      1182  17.0    38.0  \n",
+       "306222  N198JB    2402    JFK  BUF      57.0       301  17.0    41.0  \n",
+       "306223  N657JB     431    LGA  SRQ     136.0      1047  17.0    41.0  \n",
+       "306226  N33266    1140    EWR  BOS      53.0       200  17.0    47.0  \n",
+       "306227  N615JB    1639    LGA  RSW     145.0      1080  17.0    50.0  \n",
+       "306232  N820AS    5713    LGA  IAD      64.0       229  17.0    51.0  \n",
+       "306234  N464UA     454    LGA  ORD     110.0       733  17.0    54.0  \n",
+       "306235  N586JB    1883    JFK  MCO     121.0       944  17.0    55.0  \n",
+       "306236  N687DL    2247    LGA  ATL     105.0       762  17.0    55.0  \n",
+       "306237  N536JB      83    JFK  MCO     122.0       944  17.0    56.0  \n",
+       "306239  N744EV    5069    LGA  RDU      62.0       431  17.0    58.0  \n",
+       "306240  N306JB    1105    JFK  ORD     123.0       740  17.0    59.0  \n",
+       "306241  N942DL     847    LGA  ATL     101.0       762  18.0     0.0  \n",
+       "306243  N357NB     127    JFK  DTW      88.0       509  18.0     2.0  \n",
+       "306244  N615QX    4903    LGA  CLT      78.0       544  18.0     3.0  \n",
+       "306245  N759EV    5091    LGA  PIT      53.0       335  18.0     3.0  \n",
+       "306246  N468UA     529    LGA  CLE      74.0       419  18.0     3.0  \n",
+       "306247  N216JB     581    JFK  HOU     171.0      1428  18.0     6.0  \n",
+       "306248  N589UA     257    JFK  SFO     357.0      2586  18.0     6.0  \n",
+       "306249  N924XJ    3372    JFK  RDU      67.0       427  18.0     7.0  \n",
+       "306250  N16918    3849    EWR  CVG      86.0       569  18.0    12.0  \n",
+       "306252  N16963    4580    EWR  MKE     111.0       725  18.0    13.0  \n",
+       "306254  N935XJ    3523    JFK  ORD     123.0       740  18.0    14.0  \n",
+       "306256  N16981    4696    EWR  MHT      42.0       209  18.0    16.0  \n",
+       "306257  N722MQ    3411    LGA  RDU      64.0       431  18.0    16.0  \n",
+       "306260  N368JB    1516    JFK  SYR      51.0       209  18.0    18.0  \n",
+       "306261  N442UA     464    EWR  PBI     128.0      1023  18.0    18.0  \n",
+       "306265  N322NB     402    JFK  BOS      36.0       187  18.0    22.0  \n",
+       "306266  N717EV    4949    LGA  GSO      70.0       461  18.0    22.0  \n",
+       "306267  N190JB    1734    JFK  BTV      47.0       266  18.0    23.0  \n",
+       "306270  N319AA     133    JFK  LAX     310.0      2475  18.0    25.0  \n",
+       "306272  N3761R    1394    JFK  PDX     312.0      2454  18.0    25.0  \n",
+       "306273  N14902    4120    EWR  ROC      43.0       246  18.0    25.0  \n",
+       "306274  N598UA     512    JFK  SFO     345.0      2586  18.0    27.0  \n",
+       "306276  N426UA     501    LGA  IAH     177.0      1416  18.0    28.0  \n",
+       "306277  N14242    1064    EWR  BOS      39.0       200  18.0    30.0  \n",
+       "306278  N337NB    1231    LGA  DTW      89.0       502  18.0    30.0  \n",
+       "306279  N433UA     635    EWR  ORD     124.0       719  18.0    32.0  \n",
+       "306280  N523UW     629    JFK  PHX     273.0      2153  18.0    33.0  \n",
+       "306281  N204FR     837    LGA  DEN     209.0      1620  18.0    34.0  \n",
+       "306282  N824UA     643    EWR  ORD     119.0       719  18.0    35.0  \n",
+       "306283  N559AA     343    LGA  ORD     111.0       733  18.0    37.0  \n",
+       "306284  N316US    2383    LGA  PWM      53.0       269  18.0    38.0  \n",
+       "306285  N3BFAA     523    JFK  IAH     184.0      1417  18.0    39.0  \n",
+       "306289  N765US    1899    LGA  CLT      78.0       544  18.0    40.0  \n",
+       "306291  N203JB    1185    JFK  RDU      68.0       427  18.0    41.0  \n",
+       "306293  N461UA     525    LGA  IAH     184.0      1416  18.0    44.0  \n",
+       "306294  N4YJAA     335    LGA  ORD     128.0       733  18.0    46.0  \n",
+       "306297  N15555    4702    EWR  GSO      97.0       445  18.0    48.0  \n",
+       "306299  N637JB    1729    JFK  RSW     147.0      1074  18.0    49.0  \n",
+       "306301  N822UA     689    LGA  ORD     122.0       733  18.0    49.0  \n",
+       "306304  N312US     884    LGA  DEN     210.0      1620  18.0    52.0  \n",
+       "306307  N193JB    2302    JFK  BUF      57.0       301  18.0    54.0  \n",
+       "306308  N179UW     894    LGA  CLT      83.0       544  18.0    54.0  \n",
+       "306309  N354AA     613    JFK  MIA     137.0      1089  18.0    55.0  \n",
+       "306311  N197JB    2480    EWR  BOS      38.0       200  18.0    56.0  \n",
+       "306313  N745VJ    2189    LGA  DCA      60.0       214  18.0    59.0  \n",
+       "306314  N829UA     312    EWR  SAN     305.0      2425  18.0    59.0  \n",
+       "306315  N8932C    3932    EWR  CVG      83.0       569  19.0     1.0  \n",
+       "306319  N635DL      61    LGA  ATL     106.0       762  19.0     6.0  \n",
+       "306320  N478UA     412    EWR  IAH     179.0      1400  19.0     6.0  \n",
+       "306321  N803UA     685    LGA  ORD     117.0       733  19.0     6.0  \n",
+       "306323  N904FJ    2751    LGA  CLT     103.0       544  19.0    10.0  \n",
+       "306324  N512MQ    3070    JFK  TPA     125.0      1005  19.0    10.0  \n",
+       "306326  N152DL     569    JFK  ATL     103.0       760  19.0    12.0  \n",
+       "306327  N951UW    2158    LGA  BOS      38.0       184  19.0    13.0  \n",
+       "306334  N929DL    2331    LGA  DTW      82.0       502  19.0    16.0  \n",
+       "306335  N339JB     477    JFK  JAX     110.0       828  19.0    17.0  \n",
+       "306336  N323US      83    JFK  MIA     142.0      1089  19.0    18.0  \n",
+       "306337  N906DL    1585    LGA  MCO     120.0       950  19.0    18.0  \n",
+       "306338  N638JB     263    JFK  SEA     323.0      2422  19.0    20.0  \n",
+       "306339  N12175    4181    EWR  MCI     148.0      1092  19.0    20.0  \n",
+       "306340  N3BRAA     695    JFK  AUS     189.0      1521  19.0    22.0  \n",
+       "306342  N3BNAA    1339    JFK  ORD     119.0       740  19.0    26.0  \n",
+       "306343  N506JB     283    JFK  MCO     120.0       944  19.0    26.0  \n",
+       "306345  N12126    4328    EWR  MSY     146.0      1167  19.0    27.0  \n",
+       "306346   N3756     503    JFK  SAN     297.0      2446  19.0    30.0  \n",
+       "306349  N750EV    5207    LGA  BGR      65.0       378  19.0    32.0  \n",
+       "306352  N948DL    1982    LGA  MIA     137.0      1096  19.0    35.0  \n",
+       "306354  N16919    3834    EWR  IAD      68.0       212  19.0    36.0  \n",
+       "306356  N603JB     305    EWR  FLL     132.0      1065  19.0    39.0  \n",
+       "306357  N18102    4576    EWR  GRR      90.0       605  19.0    39.0  \n",
+       "306358  N452UA     569    EWR  FLL     133.0      1065  19.0    39.0  \n",
+       "306359  N908XJ    3310    JFK  MCI     144.0      1113  19.0    41.0  \n",
+       "306361  N569JB    1117    LGA  TPA     126.0      1010  19.0    42.0  \n",
+       "306362  N593JB     299    LGA  MCO     119.0       950  19.0    43.0  \n",
+       "306365  N265JB    1202    JFK  BUF      56.0       301  19.0    46.0  \n",
+       "306367  N346JB    1119    JFK  CLT      94.0       541  19.0    50.0  \n",
+       "306368  N737US    2191    LGA  DCA      46.0       214  19.0    50.0  \n",
+       "306369  N368NB    1473    LGA  MEM     125.0       963  19.0    50.0  \n",
+       "306372  N552UW     425    JFK  CLT      72.0       541  19.0    53.0  \n",
+       "306374  N936XJ    3542    JFK  MSP     150.0      1029  19.0    55.0  \n",
+       "306375  N178JB     408    JFK  PWM      49.0       273  19.0    56.0  \n",
+       "306376  N150UW    1815    LGA  CLT      88.0       544  19.0    56.0  \n",
+       "306377  N180US    2039    EWR  CLT      85.0       529  19.0    56.0  \n",
+       "306379  N539UA     208    EWR  SAN     308.0      2425  19.0    57.0  \n",
+       "306383  N325US    2019    LGA  MSP     138.0      1020  19.0    58.0  \n",
+       "306387  N238JB     918    JFK  BOS      40.0       187  20.0     1.0  \n",
+       "306389  N601LR    3399    JFK  DTW      84.0       509  20.0     2.0  \n",
+       "306390  N740UW    2193    LGA  DCA      45.0       214  20.0     4.0  \n",
+       "306392  N521UA     798    EWR  PBI     131.0      1023  20.0     4.0  \n",
+       "306394  N248WN     401    LGA  DEN     214.0      1620  20.0     6.0  \n",
+       "306395  N3FFAA    1611    LGA  MIA     130.0      1096  20.0     8.0  \n",
+       "306396  N587JB    1161    LGA  PBI     130.0      1035  20.0     8.0  \n",
+       "306397  N851MQ    3591    LGA  RDU      67.0       431  20.0     8.0  \n",
+       "306401  N240AT     623    LGA  ATL      98.0       762  20.0    13.0  \n",
+       "306404  N8808H    3793    JFK  PHL      35.0        94  20.0    16.0  \n",
+       "306405  N473AA     353    LGA  ORD     112.0       733  20.0    20.0  \n",
+       "306406  N266JB    2580    EWR  BOS      42.0       200  20.0    20.0  \n",
+       "306409  N855UA     527    EWR  DFW     168.0      1372  20.0    22.0  \n",
+       "306414  N519MQ    3486    LGA  BNA     106.0       764  20.0    28.0  \n",
+       "306416  N317JB    1407    JFK  IAD      47.0       228  20.0    29.0  \n",
+       "306417  N834AS    5712    JFK  IAD      47.0       228  20.0    29.0  \n",
+       "306418  N606JB     711    JFK  LAS     277.0      2248  20.0    33.0  \n",
+       "306419  N521MQ    3526    LGA  CMH      68.0       479  20.0    33.0  \n",
+       "306420  N11165    4131    EWR  RIC      73.0       277  20.0    36.0  \n",
+       "306422  N790SK    5568    LGA  CLE      71.0       419  20.0    39.0  \n",
+       "306423  N480UA     483    EWR  LAX     295.0      2454  20.0    39.0  \n",
+       "306427  N823AY    3830    JFK  CHS      89.0       636  20.0    46.0  \n",
+       "306429  N3GMAA    1709    LGA  MIA     142.0      1096  20.0    52.0  \n",
+       "306430  N3DAAA     793    LGA  DFW     176.0      1389  20.0    55.0  \n",
+       "306432  N849MQ    3374    JFK  RDU      66.0       427  20.0    56.0  \n",
+       "306434  N700GS    1013    LGA  STL     119.0       888  20.0    58.0  \n",
+       "306436  N710EV    5268    LGA  CLT      73.0       544  21.0     4.0  \n",
+       "306437  N605LR    3525    JFK  ORD     114.0       740  21.0     5.0  \n",
+       "306438  N298JB     201    JFK  FLL     132.0      1069  21.0    10.0  \n",
+       "306439  N662JB    1271    LGA  FLL     138.0      1076  21.0    11.0  \n",
+       "306440  N23721    1416    EWR  ORD     112.0       719  21.0    12.0  \n",
+       "306442  N762US    2195    LGA  DCA      39.0       214  21.0    13.0  \n",
+       "306444  N962DL    2391    JFK  TPA     118.0      1005  21.0    14.0  \n",
+       "306445  N751EV    5038    LGA  BHM     109.0       866  21.0    14.0  \n",
+       "306446  N932XJ    3360    JFK  PIT      51.0       340  21.0    15.0  \n",
+       "306450  N76269    1022    EWR  IAH     162.0      1400  21.0    22.0  \n",
+       "306452  N718TW    1643    JFK  SEA     312.0      2422  21.0    25.0  \n",
+       "306453  N11565    4152    EWR  ATL      97.0       746  21.0    26.0  \n",
+       "306454  N0EGMQ    3349    LGA  MSP     141.0      1020  21.0    26.0  \n",
+       "306457  N198JB     418    JFK  BOS      36.0       187  21.0    33.0  \n",
+       "306458  N219WN    1368    LGA  BNA     106.0       764  21.0    34.0  \n",
+       "306461  N1EAMQ    3674    LGA  CLE      72.0       419  21.0    36.0  \n",
+       "306462  N15710    1464    EWR  CLE      67.0       404  21.0    46.0  \n",
+       "306464  N518MQ    3604    EWR  ORD     112.0       719  21.0    50.0  \n",
+       "306466  N387DA    1485    LGA  MCO     116.0       950  21.0    53.0  \n",
+       "306467  N978DL    1619    LGA  MSP     141.0      1020  21.0    53.0  \n",
+       "306468  N14173    4321    EWR  MCI     144.0      1092  21.0    54.0  \n",
+       "306470  N338NB    1181    JFK  SAT     189.0      1587  22.0     0.0  \n",
+       "306473  N534MQ    3317    LGA  RDU      70.0       431  22.0     8.0  \n",
+       "306474  N3JRAA    1742    JFK  BOS      38.0       187  22.0    10.0  \n",
+       "306477  N925XJ    3367    JFK  CVG      87.0       589  22.0    18.0  \n",
+       "306478  N14116    4536    EWR  CVG      79.0       569  22.0    19.0  \n",
+       "306482  N503MQ    3384    LGA  CLT      73.0       544  22.0    23.0  \n",
+       "306483  N368JB     775    JFK  MSY     146.0      1182  22.0    28.0  \n",
+       "306484  N458UA     698    EWR  TPA     121.0       997  22.0    31.0  \n",
+       "306485  N190JB     702    JFK  BUF      56.0       301  22.0    33.0  \n",
+       "306486  N585UA     471    EWR  SFO     313.0      2565  22.0    33.0  \n",
+       "306487  N16954    4119    EWR  RIC      70.0       277  22.0    34.0  \n",
+       "306488  N980AT     357    LGA  CAK      60.0       397  22.0    35.0  \n",
+       "306489  N745VJ    2197    LGA  DCA      36.0       214  22.0    40.0  \n",
+       "306490  N805MQ    3621    JFK  DCA      52.0       213  22.0    41.0  \n",
+       "306491  N16961    4560    EWR  DCA      39.0       199  22.0    42.0  \n",
+       "306492  N15986    4504    EWR  JAX     112.0       820  22.0    46.0  \n",
+       "306493  N16918    3842    EWR  MHT      38.0       209  22.0    48.0  \n",
+       "306494  N8790A    4127    JFK  IAD      46.0       228  22.0    51.0  \n",
+       "306495  N633JB     611    JFK  LAS     278.0      2248  22.0    51.0  \n",
+       "306496  N510JB    1103    JFK  SJU     194.0      1598  22.0    51.0  \n",
+       "306497  N710SW    1707    LGA  MDW     106.0       725  22.0    56.0  \n",
+       "306498  N537JB     425    JFK  TPA     125.0      1005  22.0    58.0  \n",
+       "306499  N636JB    1295    JFK  AUS     179.0      1521  23.0     1.0  \n",
+       "306500  N338AA     185    JFK  LAX     309.0      2475  23.0     3.0  \n",
+       "306501  N812UA     695    LGA  ORD     107.0       733  23.0     3.0  \n",
+       "306502  N563JB     527    EWR  MCO     118.0       937  23.0     5.0  \n",
+       "306503  N8970D    4191    JFK  BWI      35.0       184  23.0     7.0  \n",
+       "306505  N539MQ    3660    LGA  BNA      99.0       764  23.0     8.0  \n",
+       "306506  N805JB    1371    LGA  FLL     140.0      1076  23.0    10.0  \n",
+       "306507  N3763D    1373    JFK  MIA     134.0      1089  23.0    15.0  \n",
+       "306508  N15555    4700    EWR  CLT      71.0       529  23.0    34.0  \n",
+       "306510  N178JB    1677    JFK  JAX     104.0       828  23.0    44.0  \n",
+       "306513  N470UA     708    EWR  ORD     107.0       719  23.0    56.0  \n",
+       "306514  N298WN     381    LGA  MKE     102.0       738  23.0    57.0  \n",
+       "306515  N649JB    1183    JFK  MCO     118.0       944  23.0    58.0  \n",
+       "306578  N615QX    4909    LGA  BTV      45.0       258   0.0    21.0  \n",
+       "306579  N3735D     961    JFK  DEN     199.0      1626   0.0    40.0  \n",
+       "306757  N15572    4522    EWR  BNA     103.0       748   8.0    13.0  \n",
+       "306788  N534UW     623    JFK  PHX     265.0      2153   8.0    31.0  \n",
+       "306808  N510MQ    3267    EWR  ORD     101.0       719   8.0    52.0  \n",
+       "306824  N190JB     163    JFK  SRQ     138.0      1041   9.0     5.0  \n",
+       "306852  N527MQ    3355    LGA  BNA      97.0       764   9.0    39.0  \n",
+       "306921  N595UA     642    JFK  SFO     330.0      2586  11.0     1.0  \n",
+       "306940  N339AA     179    JFK  SFO     334.0      2586  11.0    37.0  \n",
+       "306945  N1EAMQ    3644    LGA  ATL     104.0       762  11.0    43.0  \n",
+       "307016  N14203    4567    EWR  MCI     144.0      1092  12.0    59.0  \n",
+       "307079  N13138    1734    EWR  ORD     102.0       719  14.0    30.0  \n",
+       "307087  N222WN    4103    EWR  PHX     263.0      2133  14.0    39.0  \n",
+       "307090  N510MQ    3760    EWR  ORD     105.0       719  14.0    43.0  \n",
+       "307115  N368JB     286    JFK  ROC      46.0       264  14.0    57.0  \n",
+       "307121  N11165    4552    EWR  GSO      66.0       445  14.0    59.0  \n",
+       "307199  N339JB     477    JFK  JAX     112.0       828  16.0    12.0  \n",
+       "307206  N710EV    4978    LGA  CLT      82.0       544  16.0    19.0  \n",
+       "307210  N197UW     802    EWR  CLT      76.0       529  16.0    23.0  \n",
+       "307235  N14118    1651    EWR  SFO     318.0      2565  16.0    40.0  \n",
+       "307286  N1EAMQ    3622    LGA  BNA     103.0       764  17.0    27.0  \n",
+       "307298  N810MQ    3391    LGA  CMH      77.0       479  17.0    35.0  \n",
+       "307316  N203JB     918    JFK  BOS      36.0       187  17.0    53.0  \n",
+       "307325  N518MQ    3748    EWR  ORD     110.0       719  18.0     2.0  \n",
+       "307352  N846UA     689    LGA  ORD     105.0       733  18.0    29.0  \n",
+       "307358  N203FR     837    LGA  DEN     215.0      1620  18.0    32.0  \n",
+       "307362  N368JB      86    JFK  ROC      47.0       264  18.0    34.0  \n",
+       "307370  N942LR    2751    LGA  CLT      81.0       544  18.0    40.0  \n",
+       "307387  N373JB    2580    EWR  BOS      45.0       200  19.0     0.0  \n",
+       "307403  N16961    4202    EWR  STL     117.0       872  19.0    12.0  \n",
+       "307410  N505JB     803    JFK  SJU     213.0      1598  19.0    24.0  \n",
+       "307434  N638JB     153    JFK  PBI     132.0      1028  19.0    49.0  \n",
+       "307447  N249JB    1202    JFK  BUF      51.0       301  20.0     0.0  \n",
+       "307456  N24715    1128    LGA  IAH     171.0      1416  20.0     4.0  \n",
+       "307459  N531MQ    3674    LGA  CLE      67.0       419  20.0    10.0  \n",
+       "307467  N713EV    5038    LGA  BHM     106.0       866  20.0    22.0  \n",
+       "307493  N662JB     161    JFK  SMF     312.0      2521  20.0    59.0  \n",
+       "307500  N606JB    1083    JFK  MCO     122.0       944  21.0     9.0  \n",
+       "307512  N371CA    5525    LGA  MHT      42.0       195  21.0    19.0  \n",
+       "307513  N709TW    1465    JFK  SFO     308.0      2586  21.0    21.0  \n",
+       "307518  N566JB    1295    JFK  AUS     184.0      1521  21.0    30.0  \n",
+       "307519  N519JB     915    JFK  SFO     318.0      2586  21.0    31.0  \n",
+       "307521  N523JB    1505    JFK  ABQ     217.0      1826  21.0    33.0  \n",
+       "307523  N722EV    5048    LGA  RIC      57.0       292  21.0    36.0  \n",
+       "307533  N803UA     695    LGA  ORD     106.0       733  21.0    57.0  \n",
+       "307541  N511UA     394    EWR  SFO     326.0      2565  22.0    29.0  \n",
+       "307542  N12552    4560    EWR  DCA      34.0       199  22.0    35.0  \n",
+       "307548  N705JB    1371    LGA  FLL     138.0      1076  23.0     8.0  \n",
+       "307551  N751EV    5503    LGA  MHT      36.0       195  23.0    52.0  \n",
+       "307726  N16961    4334    EWR  CMH      72.0       463   8.0     4.0  \n",
+       "307768  N19966    4125    EWR  GSO      69.0       445   8.0    40.0  \n",
+       "307801  N14180    4471    EWR  CLT      73.0       529   9.0     5.0  \n",
+       "307847  N955UW    2140    LGA  BOS      41.0       184  10.0     1.0  \n",
+       "307920  N656AW     604    EWR  PHX     256.0      2133  11.0    46.0  \n",
+       "307924  N579UA     497    EWR  PBI     133.0      1023  11.0    50.0  \n",
+       "307938  N612JB     971    LGA  FLL     134.0      1076  12.0     5.0  \n",
+       "307943  N506MQ    3689    LGA  DTW      77.0       502  12.0    10.0  \n",
+       "307959  N505MQ    3466    LGA  RDU      66.0       431  12.0    31.0  \n",
+       "308088  N4WJAA     331    LGA  ORD     105.0       733  14.0    56.0  \n",
+       "308162  N5ETAA    1917    JFK  MCO     120.0       944  15.0    57.0  \n",
+       "308190  N503MQ    3070    JFK  TPA     124.0      1005  16.0    23.0  \n",
+       "308197  N615QX    4949    LGA  GSO      68.0       461  16.0    27.0  \n",
+       "308214  N594UA     745    LGA  DEN     216.0      1620  16.0    42.0  \n",
+       "308236  N471UA     271    EWR  AUS     184.0      1504  16.0    58.0  \n",
+       "308304  N855UA     708    EWR  ORD     127.0       719  18.0    11.0  \n",
+       "308310  N3KSAA    1786    JFK  BOS      39.0       187  18.0    19.0  \n",
+       "308313  N525UA     512    JFK  SFO     322.0      2586  18.0    20.0  \n",
+       "308316  N3BVAA     695    JFK  AUS     190.0      1521  18.0    24.0  \n",
+       "308324  N12967    4580    EWR  MKE     113.0       725  18.0    28.0  \n",
+       "308330  N3JTAA    1339    JFK  ORD     126.0       740  18.0    33.0  \n",
+       "308348  N459UA     404    EWR  IAH     170.0      1400  18.0    55.0  \n",
+       "308367  N5FGAA    1635    JFK  SJU     203.0      1598  19.0     7.0  \n",
+       "308392  N762SK    5568    LGA  CLE      68.0       419  19.0    30.0  \n",
+       "308406  N347NB    1715    LGA  MSY     149.0      1183  19.0    46.0  \n",
+       "308410  N403AA     347    LGA  ORD     113.0       733  19.0    54.0  \n",
+       "308423  N901XJ    3525    JFK  ORD     121.0       740  20.0    10.0  \n",
+       "308424  N575AA     353    LGA  ORD     116.0       733  20.0    10.0  \n",
+       "308428  N524MQ    3134    EWR  ORD     111.0       719  20.0    11.0  \n",
+       "308464  N815UA     269    EWR  ORD     117.0       719  20.0    58.0  \n",
+       "308488  N255WN    1707    LGA  MDW     109.0       725  21.0    36.0  \n",
+       "308493  N7738A     441    EWR  MDW     104.0       711  21.0    45.0  \n",
+       "308497  N3755D    1629    JFK  LAS     279.0      2248  21.0    55.0  \n",
+       "308500  N738EV    5268    LGA  CLT      70.0       544  22.0     8.0  \n",
+       "308501  N618JB    1103    JFK  SJU     203.0      1598  22.0    15.0  \n",
+       "308502  N709JB     527    EWR  MCO     119.0       937  22.0    23.0  \n",
+       "308503  N3KSAA    1742    JFK  BOS      42.0       187  22.0    31.0  \n",
+       "308509  N37408    1066    EWR  BOS      42.0       200  22.0    51.0  \n",
+       "308512  N807JB     425    JFK  TPA     131.0      1005  23.0     8.0  \n",
+       "308620  N39463    1439    EWR  LAX     302.0      2454   7.0    50.0  \n",
+       "308646  N77258    1287    EWR  SFO     331.0      2565   8.0     5.0  \n",
+       "308654  N503UA     867    EWR  LAX     292.0      2454   8.0    10.0  \n",
+       "308703  N569UA     395    EWR  MCO     115.0       937   9.0    11.0  \n",
+       "308708  N684DA    1415    JFK  SLC     273.0      1990   9.0    15.0  \n",
+       "308729  N8317M     135    LGA  MDW     132.0       725   9.0    50.0  \n",
+       "308791  N760JB     271    LGA  FLL     143.0      1076  11.0    33.0  \n",
+       "308798  N3HLAA     731    LGA  DFW     180.0      1389  11.0    46.0  \n",
+       "308803  N482AA     323    LGA  ORD     101.0       733  11.0    50.0  \n",
+       "308854  N537MQ    3616    LGA  MSP     137.0      1020  13.0    14.0  \n",
+       "308890  N16541    6054    EWR  IAD      39.0       212  14.0    13.0  \n",
+       "308924  N969AT     348    LGA  ATL     114.0       762  14.0    54.0  \n",
+       "308945  N933DN    2247    LGA  ATL     116.0       762  15.0    11.0  \n",
+       "308979  N577AA    2223    LGA  STL     121.0       888  15.0    55.0  \n",
+       "308992  N678MQ    3202    JFK  IND     120.0       665  16.0    14.0  \n",
+       "308998  N12900    4552    EWR  GSO      68.0       445  16.0    19.0  \n",
+       "309056  N590JB     283    JFK  MCO     138.0       944  17.0    27.0  \n",
+       "309065  N833AY    3959    JFK  ROC      72.0       264  17.0    38.0  \n",
+       "309075  N3GKAA    2485    JFK  DFW     182.0      1391  17.0    53.0  \n",
+       "309079  N520UA     568    EWR  BOS      40.0       200  17.0    57.0  \n",
+       "309099  N507MJ    3762    LGA  IAD      43.0       229  18.0    26.0  \n",
+       "309103  N5FGAA     257    JFK  LAS     291.0      2248  18.0    33.0  \n",
+       "309131  N948DL    1585    LGA  MCO     126.0       950  19.0    23.0  \n",
+       "309138  N505JB    1161    LGA  PBI     133.0      1035  19.0    29.0  \n",
+       "309203  N216JB    1816    JFK  SYR      44.0       209   1.0    17.0  \n",
+       "309329  N17984    4548    EWR  RDU      61.0       416   8.0    49.0  \n",
+       "309382  N720MQ    3370    JFK  DCA      52.0       213  10.0     1.0  \n",
+       "309406  N500MQ    3565    LGA  CLT      84.0       544  10.0    34.0  \n",
+       "309628  N932AT     350    LGA  ATL     110.0       762  15.0    38.0  \n",
+       "309631  N258JB     316    JFK  SYR       NaN       209  15.0    39.0  \n",
+       "309649  N609SW    4720    EWR  HOU     186.0      1411  15.0    55.0  \n",
+       "309725  N76503    1139    EWR  DEN     206.0      1605  17.0    18.0  \n",
+       "309729  N3KVAA    1999    EWR  MIA     153.0      1085  17.0    21.0  \n",
+       "309791  N328AA     181    JFK  LAX     311.0      2475  18.0    38.0  \n",
+       "309832  N985AT     623    LGA  ATL     104.0       762  19.0    31.0  \n",
+       "309844  N454UA     208    EWR  SAN     302.0      2425  19.0    52.0  \n",
+       "309855  N827JB     711    JFK  LAS     289.0      2248  20.0     6.0  \n",
+       "309858  N949UW    2193    LGA  DCA      40.0       214  20.0    10.0  \n",
+       "309859  N903DE     947    LGA  ATL     105.0       762  20.0    13.0  \n",
+       "309865  N265JB     201    JFK  FLL     142.0      1069  20.0    28.0  \n",
+       "309883  N14180    4543    EWR  DSM     146.0      1017  21.0     4.0  \n",
+       "309887  N462WN    1368    LGA  BNA     110.0       764  21.0    14.0  \n",
+       "309888  N509JB     359    JFK  BUR     312.0      2465  21.0    15.0  \n",
+       "309896  N244WN     321    LGA  MKE     111.0       738  21.0    31.0  \n",
+       "309899  N3JFAA    1709    LGA  MIA     149.0      1096  21.0    34.0  \n",
+       "309901  N281JB     686    JFK  ROC      52.0       264  21.0    37.0  \n",
+       "309905  N759EV    5237    LGA  BGR      54.0       378  22.0     3.0  \n",
+       "309908  N338NB    1181    JFK  SAT     198.0      1587  22.0    19.0  \n",
+       "309909  N266JB     702    JFK  BUF      54.0       301  22.0    29.0  \n",
+       "309910  N346JB    1516    JFK  SYR      97.0       209  22.0    37.0  \n",
+       "309911  N507JB      97    JFK  DEN     212.0      1626  22.0    38.0  \n",
+       "309913  N624JB     527    EWR  MCO     123.0       937  22.0    48.0  \n",
+       "309920  N231JB    2002    JFK  BUF      55.0       301   0.0     8.0  \n",
+       "309921  N18556    4119    EWR  RIC      45.0       277   0.0     9.0  \n",
+       "309922  N961AT     685    LGA  ATL     105.0       762   0.0    10.0  \n",
+       "309924  N606JB     499    LGA  MCO     128.0       950   0.0    18.0  \n",
+       "309925  N636JB    1371    LGA  FLL     149.0      1076   0.0    28.0  \n",
+       "309926  N939WN    1707    LGA  MDW     110.0       725   0.0    53.0  \n",
+       "309927  N998AT     357    LGA  CAK      65.0       397   0.0    57.0  \n",
+       "309928  N758EV    4909    LGA  BTV      52.0       258   1.0    24.0  \n",
+       "309955  N913DE    2131    LGA  DTW      79.0       502   6.0     6.0  \n",
+       "310015  N14960    4137    EWR  ATL     107.0       746   7.0    12.0  \n",
+       "310141  N501MQ    3052    JFK  TPA     139.0      1005   9.0     5.0  \n",
+       "310149  N314US    2119    LGA  MSP     148.0      1020   9.0    12.0  \n",
+       "310165  N346JB    1491    JFK  ACK      44.0       199   9.0    31.0  \n",
+       "310255  N216JB     518    JFK  BOS      40.0       187  11.0    28.0  \n",
+       "310336  N0EGMQ    3461    LGA  BNA     108.0       764  13.0    35.0  \n",
+       "310346  N321NB    1131    LGA  DTW      83.0       502  13.0    57.0  \n",
+       "310351  N815MQ    3388    LGA  CMH      77.0       479  14.0     2.0  \n",
+       "310358  N589JB     127    EWR  MCO     154.0       937  14.0    18.0  \n",
+       "310374  N361SW    4720    EWR  HOU       NaN      1411  14.0    49.0  \n",
+       "310377  N346JB    1318    JFK  BOS      39.0       187  14.0    52.0  \n",
+       "310403  N3CTAA    2223    LGA  STL     128.0       888  15.0    27.0  \n",
+       "310410  N618JB    1639    LGA  RSW     164.0      1080  15.0    37.0  \n",
+       "310412  N712EV    4905    LGA  SYR      37.0       198  15.0    41.0  \n",
+       "310427  N695CA    5148    EWR  ATL      99.0       746  16.0     8.0  \n",
+       "310429  N16703    1200    EWR  SAN     304.0      2425  16.0    11.0  \n",
+       "310433  N3KNAA     825    LGA  MIA     151.0      1096  16.0    21.0  \n",
+       "310437  N351JB     581    JFK  HOU     199.0      1428  16.0    25.0  \n",
+       "310439  N428UA     635    EWR  ORD     111.0       719  16.0    33.0  \n",
+       "310440  N638JB     573    EWR  TPA     138.0       997  16.0    34.0  \n",
+       "310444  N950WN    1873    EWR  DEN     214.0      1605  16.0    41.0  \n",
+       "310446  N817UA     207    LGA  CLE      73.0       419  16.0    43.0  \n",
+       "310447  N804MQ    3359    JFK  RDU       NaN       427  16.0    45.0  \n",
+       "310451  N606JB     431    LGA  SRQ     153.0      1047  16.0    59.0  \n",
+       "310452  N955UW    1714    LGA  PHL      39.0        96  16.0    59.0  \n",
+       "310453  N905XJ    3523    JFK  ORD     115.0       740  17.0     1.0  \n",
+       "310455  N597UA     257    JFK  SFO     338.0      2586  17.0     4.0  \n",
+       "310457  N440UA     501    LGA  IAH     185.0      1416  17.0     7.0  \n",
+       "310458  N933XJ    3540    JFK  MSP     146.0      1029  17.0     8.0  \n",
+       "310461  N443UA     833    EWR  LAS     286.0      2227  17.0    18.0  \n",
+       "310464  N12900    3846    EWR  AVL      86.0       583  17.0    24.0  \n",
+       "310465  N372DA     706    JFK  AUS     193.0      1521  17.0    29.0  \n",
+       "310466  N542UW     629    JFK  PHX     263.0      2153  17.0    31.0  \n",
+       "310467  N14179    4381    EWR  DTW      85.0       488  17.0    32.0  \n",
+       "310469  N961AT     721    LGA  CAK      68.0       397  17.0    34.0  \n",
+       "310470  N12126    4181    EWR  MCI     150.0      1092  17.0    36.0  \n",
+       "310472  N561UW     802    EWR  CLT      79.0       529  17.0    38.0  \n",
+       "310474  N307DQ     673    EWR  ATL     105.0       746  17.0    42.0  \n",
+       "310475  N767UW    2185    LGA  DCA      39.0       214  17.0    42.0  \n",
+       "310477  N703JB    1171    LGA  FLL     153.0      1076  17.0    45.0  \n",
+       "310478  N835AS    5713    LGA  IAD      58.0       229  17.0    46.0  \n",
+       "310481  N923MQ    3075    JFK  CVG     104.0       589  17.0    49.0  \n",
+       "310483  N6712B    2247    LGA  ATL     111.0       762  17.0    51.0  \n",
+       "310484  N36447    1284    EWR  SFO     344.0      2565  17.0    51.0  \n",
+       "310491  N433UA     550    EWR  CLE      65.0       404  17.0    59.0  \n",
+       "310492  N988AT     348    LGA  ATL     110.0       762  18.0     1.0  \n",
+       "310494  N737US    2187    LGA  DCA      42.0       214  18.0     4.0  \n",
+       "310496  N910DE    2181    LGA  MCO     124.0       950  18.0     5.0  \n",
+       "310498  N336AA     181    JFK  LAX     309.0      2475  18.0     6.0  \n",
+       "310501  N829AS    5712    JFK  IAD      51.0       228  18.0    10.0  \n",
+       "310505  N427UA     569    EWR  FLL     140.0      1065  18.0    12.0  \n",
+       "310506  N572UA     509    LGA  DEN     217.0      1620  18.0    15.0  \n",
+       "310507  N681MQ    2949    JFK  BNA     110.0       765  18.0    16.0  \n",
+       "310509  N768SW     491    LGA  MDW     112.0       725  18.0    16.0  \n",
+       "310510  N190JB    1734    JFK  BTV      44.0       266  18.0    17.0  \n",
+       "310511  N163US    1995    LGA  CLT      81.0       544  18.0    17.0  \n",
+       "310513  N3AKAA     695    JFK  AUS     193.0      1521  18.0    23.0  \n",
+       "310515  N555UA     512    JFK  SFO     371.0      2586  18.0    25.0  \n",
+       "310518  N708EV    5215    LGA  CHS     125.0       641  18.0    28.0  \n",
+       "310523  N354JB    1105    JFK  ORD     120.0       740  18.0    32.0  \n",
+       "310525  N497UA     498    EWR  IAH     184.0      1400  18.0    33.0  \n",
+       "310527  N3BPAA    1339    JFK  ORD     120.0       740  18.0    40.0  \n",
+       "310532  N77530    1270    EWR  MCO     130.0       937  18.0    45.0  \n",
+       "310533  N459WN     521    EWR  BNA     107.0       748  18.0    46.0  \n",
+       "310535  N571UA     350    EWR  TPA     143.0       997  18.0    48.0  \n",
+       "310536  N15910    4684    EWR  SDF     110.0       642  18.0    49.0  \n",
+       "310537  N935XJ    3347    JFK  DTW      83.0       509  18.0    49.0  \n",
+       "310538  N346JB     918    JFK  BOS      41.0       187  18.0    49.0  \n",
+       "310539  N995DL    1685    LGA  MCO     124.0       950  18.0    51.0  \n",
+       "310540  N561JB     327    EWR  MCO     121.0       937  18.0    52.0  \n",
+       "310542  N697DL    2347    LGA  ATL     111.0       762  18.0    53.0  \n",
+       "310546  N603JB    1801    JFK  FLL     142.0      1069  18.0    56.0  \n",
+       "310547  N373JB    2302    JFK  BUF      57.0       301  18.0    56.0  \n",
+       "310548  N281JB    1516    JFK  SYR      46.0       209  18.0    57.0  \n",
+       "310549  N216JB    1119    JFK  CLT      81.0       541  19.0     0.0  \n",
+       "310550  N18119    1052    EWR  IAH     185.0      1400  19.0     0.0  \n",
+       "310553  N856MQ    3365    JFK  DCA      48.0       213  19.0     2.0  \n",
+       "310556  N76523    1493    EWR  LAX     310.0      2454  19.0     4.0  \n",
+       "310557  N238JB    1373    JFK  CHS      99.0       636  19.0     6.0  \n",
+       "310558  N667AW     686    EWR  PHX     268.0      2133  19.0     9.0  \n",
+       "310559  N516MQ    3357    LGA  ATL     111.0       762  19.0    11.0  \n",
+       "310560  N539UW     894    LGA  CLT      82.0       544  19.0    11.0  \n",
+       "310562  N364NB     402    JFK  BOS      40.0       187  19.0    13.0  \n",
+       "310563  N228WN    4209    LGA  MDW     111.0       725  19.0    14.0  \n",
+       "310564  N15555    6101    LGA  IAD      69.0       229  19.0    17.0  \n",
+       "310565  N336NB    1942    EWR  ATL     105.0       746  19.0    17.0  \n",
+       "310567  N288WN     441    EWR  MDW     111.0       711  19.0    20.0  \n",
+       "310568  N547UA     617    EWR  SFO     358.0      2565  19.0    21.0  \n",
+       "310569  N76254    1139    EWR  DEN     212.0      1605  19.0    23.0  \n",
+       "310571  N15983    4580    EWR  MKE     109.0       725  19.0    25.0  \n",
+       "310572  N322US    2407    JFK  MCO     122.0       944  19.0    25.0  \n",
+       "310573  N36476    1177    EWR  ORD     110.0       719  19.0    25.0  \n",
+       "310574  N921WN     424    LGA  STL     145.0       888  19.0    27.0  \n",
+       "310575  N16571    6082    EWR  RIC      54.0       277  19.0    28.0  \n",
+       "310576  N804UA     205    EWR  DFW     198.0      1372  19.0    29.0  \n",
+       "310578  N705JB     283    JFK  MCO     128.0       944  19.0    30.0  \n",
+       "310581  N27205    1416    EWR  SNA     318.0      2434  19.0    34.0  \n",
+       "310582  N457UA     596    EWR  IAH     194.0      1400  19.0    36.0  \n",
+       "310584  N258JB      86    JFK  ROC      55.0       264  19.0    37.0  \n",
+       "310585  N351NB     842    EWR  DTW      77.0       488  19.0    43.0  \n",
+       "310586  N802UA     708    EWR  ORD     110.0       719  19.0    43.0  \n",
+       "310587  N712EV    5207    LGA  BGR      55.0       378  19.0    45.0  \n",
+       "310591  N349NB     127    JFK  DTW      87.0       509  19.0    54.0  \n",
+       "310592  N570AA     343    LGA  ORD     117.0       733  19.0    56.0  \n",
+       "310593  N503MQ    3526    LGA  CMH      72.0       479  19.0    56.0  \n",
+       "310594  N5PBMQ    3486    LGA  BNA     111.0       764  20.0     2.0  \n",
+       "310598  N722TW    1465    JFK  SFO     325.0      2586  20.0     5.0  \n",
+       "310600   N704X    1643    JFK  SEA     329.0      2422  20.0     6.0  \n",
+       "310601  N546AA     347    LGA  ORD     122.0       733  20.0     7.0  \n",
+       "310603  N335AA     177    JFK  SFO     348.0      2586  20.0    14.0  \n",
+       "310604  N924DL    1231    LGA  DTW      81.0       502  20.0    14.0  \n",
+       "310605  N339AA      21    JFK  LAX     297.0      2475  20.0    16.0  \n",
+       "310607  N628VA     193    EWR  SFO     324.0      2565  20.0    16.0  \n",
+       "310610  N999DN     847    LGA  ATL     112.0       762  20.0    21.0  \n",
+       "310612  N660AW     687    EWR  CLT      80.0       529  20.0    21.0  \n",
+       "310613  N565JB     263    JFK  SEA     333.0      2422  20.0    24.0  \n",
+       "310615  N3DCAA     763    LGA  DFW     184.0      1389  20.0    25.0  \n",
+       "310616  N169UW    2039    EWR  CLT      79.0       529  20.0    25.0  \n",
+       "310618  N7734H     401    LGA  DEN     215.0      1620  20.0    26.0  \n",
+       "310619  N3BAAA     785    LGA  DFW     184.0      1389  20.0    33.0  \n",
+       "310620  N3DPAA    1999    EWR  MIA     139.0      1085  20.0    33.0  \n",
+       "310621  N296JB    2580    EWR  BOS      43.0       200  20.0    35.0  \n",
+       "310624  N340NW    1499    LGA  ATL     109.0       762  20.0    41.0  \n",
+       "310626  N3746H    2007    JFK  PDX     322.0      2454  20.0    43.0  \n",
+       "310627  N344NB    2042    EWR  ATL     106.0       746  20.0    43.0  \n",
+       "310628  N353NW    1181    JFK  SAT     204.0      1587  20.0    45.0  \n",
+       "310631  N920DL    1819    LGA  MSP     144.0      1020  20.0    48.0  \n",
+       "310632  N564UW    1815    LGA  CLT      86.0       544  20.0    48.0  \n",
+       "310633  N11536    3834    EWR  IAD      44.0       212  20.0    49.0  \n",
+       "310634  N0EGMQ    3349    LGA  MSP     143.0      1020  20.0    50.0  \n",
+       "310635  N11119    4328    EWR  MSY     166.0      1167  20.0    53.0  \n",
+       "310636  N176AT     623    LGA  ATL     122.0       762  20.0    53.0  \n",
+       "310637  N624JB     883    JFK  MCO     127.0       944  20.0    54.0  \n",
+       "310639  N556NW      61    LGA  ATL     121.0       762  20.0    57.0  \n",
+       "310640  N4WTAA     353    LGA  ORD     111.0       733  20.0    58.0  \n",
+       "310644  N956WN     879    EWR  HOU     192.0      1411  21.0    10.0  \n",
+       "310645  N803UA     454    LGA  ORD     122.0       733  21.0    11.0  \n",
+       "310646  N301DQ     926    EWR  ATL     109.0       746  21.0    12.0  \n",
+       "310647  N907DL    1435    LGA  TPA     140.0      1010  21.0    14.0  \n",
+       "310650  N318US    1321    EWR  MSP     142.0      1008  21.0    17.0  \n",
+       "310651  N8541D    3830    JFK  CHS      91.0       636  21.0    20.0  \n",
+       "310652  N13949    4152    EWR  ATL     122.0       746  21.0    22.0  \n",
+       "310653  N4UCAA     341    LGA  ORD     111.0       733  21.0    22.0  \n",
+       "310654  N78501    1078    EWR  SAT     204.0      1569  21.0    22.0  \n",
+       "310655  N14998    4543    EWR  DSM     159.0      1017  21.0    26.0  \n",
+       "310657  N623JB     299    LGA  MCO     128.0       950  21.0    31.0  \n",
+       "310658  N929DL    2159    JFK  MCO     127.0       944  21.0    32.0  \n",
+       "310659  N815MQ    3591    LGA  RDU      69.0       431  21.0    32.0  \n",
+       "310663  N629JB    1117    LGA  TPA     133.0      1010  21.0    36.0  \n",
+       "310664  N993DL     947    LGA  ATL     115.0       762  21.0    36.0  \n",
+       "310665  N763JB     135    JFK  PHX     259.0      2153  21.0    37.0  \n",
+       "310666  N587AA    2075    EWR  DFW     180.0      1372  21.0    38.0  \n",
+       "310667  N947DL    1619    LGA  MSP     157.0      1020  21.0    38.0  \n",
+       "310668  N338NB    2041    JFK  ATL     108.0       760  21.0    38.0  \n",
+       "310669  N710EV    5596    EWR  ATL     114.0       746  21.0    39.0  \n",
+       "310671  N3BWAA     793    LGA  DFW     182.0      1389  21.0    40.0  \n",
+       "310674  N907DE    2331    LGA  DTW      93.0       502  21.0    46.0  \n",
+       "310675  N292WN    1019    LGA  BNA     110.0       764  21.0    48.0  \n",
+       "310676  N39416    1635    EWR  PHX     263.0      2133  21.0    51.0  \n",
+       "310677  N310NW      83    JFK  MIA     142.0      1089  21.0    52.0  \n",
+       "310679  N336NW    1854    LGA  FLL     142.0      1076  21.0    53.0  \n",
+       "310680  N789JB    1161    LGA  PBI     138.0      1035  21.0    54.0  \n",
+       "310681  N479UA     711    EWR  TPA     133.0       997  21.0    54.0  \n",
+       "310682  N37471    1411    EWR  ORD     133.0       719  21.0    54.0  \n",
+       "310683  N767UW    2193    LGA  DCA      56.0       214  21.0    55.0  \n",
+       "310684  N508MQ    3604    EWR  ORD     130.0       719  21.0    57.0  \n",
+       "310686  N11544    4312    EWR  DCA      52.0       199  21.0    59.0  \n",
+       "310687  N12157    4321    EWR  MCI     150.0      1092  21.0    59.0  \n",
+       "310688  N391DA    2471    EWR  SLC     253.0      1969  21.0    59.0  \n",
+       "310689  N13968    5956    LGA  CLE      74.0       419  22.0     0.0  \n",
+       "310693  N536UA     471    EWR  SFO     315.0      2565  22.0     3.0  \n",
+       "310694  N4WVAA     363    LGA  ORD     123.0       733  22.0     5.0  \n",
+       "310695  N988DL    2391    JFK  TPA     133.0      1005  22.0     5.0  \n",
+       "310696  N538CA    5117    EWR  DTW      99.0       488  22.0     9.0  \n",
+       "310697  N3GDAA    1611    LGA  MIA     142.0      1096  22.0    10.0  \n",
+       "310698  N604LR    3310    JFK  MCI     146.0      1113  22.0    11.0  \n",
+       "310699  N829AS    5714    JFK  IAD      42.0       228  22.0    12.0  \n",
+       "310700  N569JB    1505    JFK  ABQ     227.0      1826  22.0    12.0  \n",
+       "310702  N917DE    1715    LGA  MSY     163.0      1183  22.0    15.0  \n",
+       "310704  N509MQ    3674    LGA  CLE      67.0       419  22.0    16.0  \n",
+       "310705  N916XJ    3542    JFK  MSP     140.0      1029  22.0    17.0  \n",
+       "310706  N744EV    4949    LGA  GSO      69.0       461  22.0    18.0  \n",
+       "310707  N24103    4361    EWR  TYS      91.0       631  22.0    21.0  \n",
+       "310708  N3EVAA    1709    LGA  MIA     146.0      1096  22.0    22.0  \n",
+       "310709  N317JB    2680    EWR  BOS      45.0       200  22.0    23.0  \n",
+       "310710  N274JB     418    JFK  BOS      43.0       187  22.0    23.0  \n",
+       "310711  N662JB     305    EWR  FLL     137.0      1065  22.0    24.0  \n",
+       "310712  N3737C    2065    JFK  FLL     139.0      1069  22.0    24.0  \n",
+       "310713  N319US    2019    LGA  MSP     138.0      1020  22.0    26.0  \n",
+       "310714  N13992    4131    EWR  RIC      45.0       277  22.0    27.0  \n",
+       "310715  N13979    5909    EWR  CLT      85.0       529  22.0    28.0  \n",
+       "310716  N11189    4141    EWR  OKC     169.0      1325  22.0    29.0  \n",
+       "310717  N936DL    2139    LGA  MIA     142.0      1096  22.0    29.0  \n",
+       "310718  N944DL    1982    LGA  MIA     143.0      1096  22.0    30.0  \n",
+       "310719  N520JB    1271    LGA  FLL     143.0      1076  22.0    31.0  \n",
+       "310720  N14177    4195    EWR  BNA     107.0       748  22.0    34.0  \n",
+       "310721  N14179    4560    EWR  DCA      35.0       199  22.0    34.0  \n",
+       "310722  N138EV    5017    LGA  DTW      73.0       502  22.0    37.0  \n",
+       "310723  N973DL     971    LGA  PIT      55.0       335  22.0    37.0  \n",
+       "310724  N566UA     235    EWR  SFO     317.0      2565  22.0    38.0  \n",
+       "310725  N441UA     485    EWR  DEN     204.0      1605  22.0    38.0  \n",
+       "310727  N980AT     350    LGA  ATL     109.0       762  22.0    44.0  \n",
+       "310728  N14570    4293    EWR  CHS      90.0       628  22.0    47.0  \n",
+       "310729  N333NB    1473    LGA  MEM     135.0       963  22.0    48.0  \n",
+       "310730  N507MQ    3662    LGA  ATL     102.0       762  22.0    48.0  \n",
+       "310731  N364NB     985    JFK  BOS      38.0       187  22.0    50.0  \n",
+       "310732  N948DL    1585    LGA  MCO     125.0       950  22.0    52.0  \n",
+       "310733  N946DL    1147    LGA  ATL     104.0       762  22.0    57.0  \n",
+       "310735  N851UA     525    LGA  IAH     186.0      1416  23.0     1.0  \n",
+       "310736  N618JB    1103    JFK  SJU     197.0      1598  23.0     2.0  \n",
+       "310737  N521MQ    3535    JFK  CMH      69.0       483  23.0     2.0  \n",
+       "310738  N926DL    1247    LGA  ATL     108.0       762  23.0     5.0  \n",
+       "310739  N824UA     994    EWR  BOS      45.0       200  23.0     8.0  \n",
+       "310740  N23721    1066    EWR  BOS      46.0       200  23.0     9.0  \n",
+       "310741  N24128    4504    EWR  JAX     113.0       820  23.0    11.0  \n",
+       "310742  N737US    2195    LGA  DCA      41.0       214  23.0    12.0  \n",
+       "310743  N586JB    1183    JFK  MCO     124.0       944  23.0    14.0  \n",
+       "310744  N856MQ    3621    JFK  DCA      50.0       213  23.0    15.0  \n",
+       "310747  N372NW     390    LGA  DEN     210.0      1620  23.0    19.0  \n",
+       "310748  N13914    4672    EWR  STL     122.0       872  23.0    23.0  \n",
+       "310749  N373JB     702    JFK  BUF      58.0       301  23.0    23.0  \n",
+       "310750  N383DN    1485    LGA  MCO     124.0       950  23.0    23.0  \n",
+       "310751  N216WR     565    EWR  MDW     105.0       711  23.0    27.0  \n",
+       "310752  N834UA     208    EWR  SEA     324.0      2402  23.0    27.0  \n",
+       "310753  N14148    4247    EWR  DTW      75.0       488  23.0    29.0  \n",
+       "310754  N323JB     686    JFK  ROC      53.0       264  23.0    29.0  \n",
+       "310755  N190JB    1677    JFK  JAX     116.0       828  23.0    33.0  \n",
+       "310756  N29906    3837    EWR  SDF     100.0       642  23.0    35.0  \n",
+       "310757  N464WN     321    LGA  MKE     106.0       738  23.0    38.0  \n",
+       "310758  N760JB      97    JFK  DEN     208.0      1626  23.0    45.0  \n",
+       "310759  N595JB     425    JFK  TPA     136.0      1005  23.0    45.0  \n",
+       "310761  N644JB    1201    JFK  FLL     141.0      1069  23.0    53.0  \n",
+       "310762  N216JB     234    JFK  BTV      54.0       266  23.0    53.0  \n",
+       "310763  N793JB     611    JFK  LAS     300.0      2248  23.0    53.0  \n",
+       "310934  N950DL     461    LGA  ATL     123.0       762   7.0     1.0  \n",
+       "310974  N432UA     559    LGA  IAH     169.0      1416   7.0    42.0  \n",
+       "311076  N13994    3824    EWR  IAD      45.0       212   9.0     1.0  \n",
+       "311095  N813UA     504    EWR  PDX     313.0      2434   9.0    18.0  \n",
+       "311115  N11193    4190    EWR  MCI     150.0      1092   9.0    46.0  \n",
+       "311151  N12142    4407    EWR  OMA     154.0      1134  10.0    28.0  \n",
+       "311190  N542MQ    3670    LGA  BNA     101.0       764  11.0    22.0  \n",
+       "311217  N542AA     325    LGA  ORD     108.0       733  11.0    58.0  \n",
+       "311238  N147PQ    5373    LGA  GSO      69.0       461  12.0    30.0  \n",
+       "311245  N231JB     208    JFK  PWM      46.0       273  12.0    41.0  \n",
+       "311275  N509MQ    3572    LGA  CLE      62.0       419  13.0     3.0  \n",
+       "311286  N5PBMQ    3658    LGA  ATL     103.0       762  13.0    20.0  \n",
+       "311297  N600QX    5220    LGA  ROC      43.0       254  13.0    40.0  \n",
+       "311324  N750EV    5283    LGA  CVG      86.0       585  14.0     7.0  \n",
+       "311329  N724EV    5067    EWR  DTW      77.0       488  14.0    13.0  \n",
+       "311331  N944DL    1685    LGA  MCO     137.0       950  14.0    14.0  \n",
+       "311350  N615QX    5615    LGA  CMH      70.0       479  14.0    40.0  \n",
+       "311365  N506MQ    3305    LGA  RDU      71.0       431  14.0    50.0  \n",
+       "311496  N828AS    5713    LGA  IAD      56.0       229  16.0    44.0  \n",
+       "311509  N637JB    1729    JFK  RSW     150.0      1074  16.0    55.0  \n",
+       "311513  N708EV    5199    LGA  CHS      95.0       641  16.0    58.0  \n",
+       "311516  N309JB    1105    JFK  ORD     114.0       740  16.0    59.0  \n",
+       "311530  N624JB     573    EWR  TPA     139.0       997  17.0     7.0  \n",
+       "311540  N352NW    1942    EWR  ATL     104.0       746  17.0    16.0  \n",
+       "311543  N519MQ    3416    LGA  RDU      67.0       431  17.0    18.0  \n",
+       "311562  N948DL    1779    LGA  FLL     152.0      1076  17.0    33.0  \n",
+       "311572  N16961    4580    EWR  MKE     109.0       725  17.0    50.0  \n",
+       "311584  N686MQ    2949    JFK  BNA     105.0       765  17.0    57.0  \n",
+       "311606  N283JB     408    JFK  PWM      49.0       273  18.0    20.0  \n",
+       "311621  N605LR    3350    JFK  RDU      73.0       427  18.0    34.0  \n",
+       "311631  N34460    1635    EWR  PHX     261.0      2133  18.0    48.0  \n",
+       "311659  N506MQ    3301    LGA  RDU      66.0       431  19.0     7.0  \n",
+       "311682  N904XJ    3325    JFK  DFW     175.0      1391  19.0    31.0  \n",
+       "311696  N517JB     153    JFK  PBI     146.0      1028  19.0    51.0  \n",
+       "311707  N3749D    2454    JFK  DEN     218.0      1626  20.0     3.0  \n",
+       "311717  N171DZ      87    JFK  ATL     101.0       760  20.0    18.0  \n",
+       "311737  N919XJ    3542    JFK  MSP     143.0      1029  20.0    45.0  \n",
+       "311738  N3743H    1729    JFK  LAS     275.0      2248  20.0    45.0  \n",
+       "311743  N944DL    1485    LGA  MCO     128.0       950  20.0    49.0  \n",
+       "311744  N666DN    1768    JFK  SLC     256.0      1990  20.0    51.0  \n",
+       "311757  N849MQ    3591    LGA  RDU      68.0       431  21.0    18.0  \n",
+       "311758  N826AS    5769    LGA  IAD      47.0       229  21.0    19.0  \n",
+       "311760  N532MQ    3662    LGA  ATL      99.0       762  21.0    19.0  \n",
+       "311780  N3771K     347    JFK  SJU     209.0      1598  21.0    56.0  \n",
+       "311781  N8944B    4127    JFK  IAD      46.0       228  21.0    59.0  \n",
+       "311782  N319AA      21    JFK  LAX     298.0      2475  22.0     9.0  \n",
+       "311788  N302NB     985    JFK  BOS      40.0       187  22.0    38.0  \n",
+       "311792  N531MQ    3535    JFK  CMH      66.0       483  22.0    58.0  \n",
+       "311805  N584UA     471    EWR  SFO       NaN      2565   1.0    46.0  \n",
+       "312012  N5CNAA    2493    JFK  MCO     128.0       944   8.0    31.0  \n",
+       "312019  N470UA     424    EWR  BOS      40.0       200   8.0    35.0  \n",
+       "312033  N546MQ    3709    EWR  ORD     102.0       719   8.0    47.0  \n",
+       "312145  N834AS    5736    LGA  IAD      44.0       229  11.0     4.0  \n",
+       "312158  N751EV    5357    LGA  CVG      88.0       585  11.0    21.0  \n",
+       "312213  N206JB    1307    JFK  IAD      47.0       228  12.0    40.0  \n",
+       "312243  N709JB     971    LGA  FLL     142.0      1076  13.0     6.0  \n",
+       "312322  N606LR    5148    EWR  ATL      99.0       746  14.0    43.0  \n",
+       "312377  N646JB     431    LGA  SRQ     158.0      1047  15.0    28.0  \n",
+       "312432  N75425    1183    EWR  RSW     143.0      1068  16.0    14.0  \n",
+       "312534  N329AA     181    JFK  LAX     301.0      2475  17.0    37.0  \n",
+       "312542  N601MQ    3216    JFK  ORF      49.0       290  17.0    50.0  \n",
+       "312570  N3DUAA     199    JFK  ORD     118.0       740  18.0    22.0  \n",
+       "312660  N29717    1064    EWR  BOS      41.0       200  19.0    49.0  \n",
+       "312681  N600LR    3285    JFK  MSY     143.0      1182  20.0     6.0  \n",
+       "312687  N821JB     711    JFK  LAS     277.0      2248  20.0    14.0  \n",
+       "312720  N597JB     299    LGA  MCO     118.0       950  21.0     4.0  \n",
+       "312727  N4XLAA     363    LGA  ORD     105.0       733  21.0    20.0  \n",
+       "312747  N646JB     499    LGA  MCO     122.0       950  22.0    58.0  \n",
+       "312927  N3AMAA    1107    LGA  DFW     179.0      1389   8.0     7.0  \n",
+       "313050  N66051    1480    EWR  SFO     323.0      2565   9.0    59.0  \n",
+       "313053  N437UA     587    EWR  LAS     275.0      2227  10.0     3.0  \n",
+       "313084  N418UA     456    EWR  FLL     150.0      1065  10.0    39.0  \n",
+       "313168  N346JB    1307    JFK  IAD      49.0       228  12.0    33.0  \n",
+       "313208  N834AS    5711    JFK  IAD      49.0       228  13.0     7.0  \n",
+       "313420  N722MQ    3391    LGA  CMH      77.0       479  16.0    34.0  \n",
+       "313451  N348JB     575    JFK  MSY     154.0      1182  17.0     1.0  \n",
+       "313487  N3AFAA     172    EWR  MIA     160.0      1085  17.0    44.0  \n",
+       "313496  N3AMAA    1156    LGA  DFW     174.0      1389  17.0    50.0  \n",
+       "313563  N932XJ    3310    JFK  MCI     145.0      1113  18.0    49.0  \n",
+       "313574  N917DE    2347    LGA  ATL     101.0       762  18.0    55.0  \n",
+       "313582  N5CDAA      45    JFK  LAS     283.0      2248  18.0    58.0  \n",
+       "313598  N358AA    2351    JFK  MIA     141.0      1089  19.0    18.0  \n",
+       "313615  N3KPAA     291    JFK  AUS     189.0      1521  19.0    35.0  \n",
+       "313683  N923DL    1485    LGA  MCO     123.0       950  20.0    59.0  \n",
+       "313687  N3KSAA     235    JFK  SEA     317.0      2422  21.0     2.0  \n",
+       "313705  N13913    4672    EWR  STL     126.0       872  21.0    50.0  \n",
+       "313715  N510JB     499    LGA  MCO     120.0       950  22.0    40.0  \n",
+       "313827  N765US    2167    LGA  DCA      42.0       214   7.0    10.0  \n",
+       "313936  N242WN     329    EWR  STL     115.0       872   8.0    35.0  \n",
+       "314030  N913XJ    3353    JFK  DTW      74.0       509  10.0    14.0  \n",
+       "314032  N399DA    1743    JFK  ATL     111.0       760  10.0    15.0  \n",
+       "314091  N336AA       1    JFK  LAX     286.0      2475  11.0    37.0  \n",
+       "314424  N717EV    5091    LGA  PIT      51.0       335  17.0     7.0  \n",
+       "314476  N763JB    1161    LGA  PBI     142.0      1035  17.0    56.0  \n",
+       "314495  N169UW     894    LGA  CLT      79.0       544  18.0    13.0  \n",
+       "314508  N180US    1745    EWR  CLT      79.0       529  18.0    26.0  \n",
+       "314546  N14960    4202    EWR  STL     122.0       872  19.0     0.0  \n",
+       "314564  N318NB    2139    LGA  MIA     150.0      1096  19.0    22.0  \n",
+       "314612  N21723    1128    LGA  IAH     166.0      1416  20.0     6.0  \n",
+       "314617  N374JB    2202    JFK  BUF      55.0       301  20.0    11.0  \n",
+       "314670  N8683B    4127    JFK  IAD      45.0       228  21.0    34.0  \n",
+       "314680  N526JB      97    JFK  DEN     197.0      1626  22.0    32.0  \n",
+       "314885  N5FLAA     936    JFK  STT     198.0      1623   9.0    19.0  \n",
+       "314889  N907XJ    3507    JFK  MSY     142.0      1182   9.0    21.0  \n",
+       "314953  N750EV    5242    LGA  GSO      70.0       461  11.0     0.0  \n",
+       "315027  N316JB    2602    JFK  BUF      58.0       301  12.0    56.0  \n",
+       "315056  N425UA     696    EWR  PHX     258.0      2133  13.0    38.0  \n",
+       "315190  N639MQ    3231    JFK  PIT      62.0       340  16.0    20.0  \n",
+       "315233  N565UA     745    LGA  DEN     207.0      1620  17.0     0.0  \n",
+       "315282  N524UW     423    JFK  CLT      73.0       541  18.0    15.0  \n",
+       "315297  N926XJ    3310    JFK  MCI     146.0      1113  18.0    32.0  \n",
+       "315300  N348JB    1516    JFK  SYR      42.0       209  18.0    38.0  \n",
+       "315335  N579UA     216    EWR  PBI     140.0      1023  19.0    45.0  \n",
+       "315683  N565JB     483    JFK  MCO     132.0       944  11.0    55.0  \n",
+       "315693  N614QX    5309    LGA  BGR      55.0       378  12.0     5.0  \n",
+       "315707  N934XJ    3493    LGA  SRQ     128.0      1047  12.0    21.0  \n",
+       "315708  N928XJ    3326    LGA  CVG      86.0       585  12.0    21.0  \n",
+       "315715  N775JB    1211    JFK  LAS     282.0      2248  12.0    34.0  \n",
+       "315873  N817UA     431    EWR  DFW     166.0      1372  15.0     6.0  \n",
+       "315956  N17122    1600    EWR  LAX     303.0      2454  16.0    21.0  \n",
+       "315980  N13989    3824    EWR  IAD      45.0       212  16.0    46.0  \n",
+       "315981  N3ERAA    1143    LGA  DFW     170.0      1389  16.0    47.0  \n",
+       "316071  N612JB      89    JFK  SAN     334.0      2446  18.0    10.0  \n",
+       "316084  N673AW     627    EWR  PHX     279.0      2133  18.0    22.0  \n",
+       "316101  N449UA     404    EWR  IAH     164.0      1400  18.0    30.0  \n",
+       "316108  N565JB     327    EWR  MCO     122.0       937  18.0    41.0  \n",
+       "316112  N906XJ    3540    JFK  MSP     146.0      1029  18.0    47.0  \n",
+       "316165  N320US     548    EWR  DTW      77.0       488  19.0    30.0  \n",
+       "316181  N190JB      86    JFK  ROC      49.0       264  19.0    52.0  \n",
+       "316188  N793JB     299    LGA  MCO     116.0       950  19.0    57.0  \n",
+       "316192  N824UA     415    EWR  ORD     107.0       719  19.0    59.0  \n",
+       "316258  N602LR    3433    JFK  PIT      61.0       340  21.0    33.0  \n",
+       "316268  N518MQ    3535    JFK  CMH      73.0       483  22.0    12.0  \n",
+       "316270  N522MQ    3603    LGA  DTW      79.0       502  22.0    13.0  \n",
+       "316271  N844UA     695    LGA  ORD     108.0       733  22.0    15.0  \n",
+       "316272  N755EV    5048    LGA  RIC      49.0       292  22.0    17.0  \n",
+       "316567  N407UA     482    EWR  FLL     131.0      1065   9.0    32.0  \n",
+       "316586  N710EV    5288    LGA  BUF      45.0       292   9.0    55.0  \n",
+       "316596  N27724    1496    EWR  SNA     294.0      2434  10.0     8.0  \n",
+       "316666  N13989    4495    EWR  SAV      93.0       708  11.0    48.0  \n",
+       "316693  N8EGMQ    3611    EWR  ORD     103.0       719  12.0     6.0  \n",
+       "316701  N3CLAA    1599    LGA  MIA     131.0      1096  12.0    17.0  \n",
+       "316797  N723TW    1565    JFK  SFO     315.0      2586  14.0    14.0  \n",
+       "316801  N710EV    5299    LGA  MEM     125.0       963  14.0    20.0  \n",
+       "316840  N5CHAA     300    EWR  DFW     158.0      1372  14.0    51.0  \n",
+       "316876  N14198    4348    EWR  MSP     147.0      1008  15.0    16.0  \n",
+       "316931  N714US    2185    LGA  DCA      44.0       214  16.0     5.0  \n",
+       "316954  N509JB    1729    JFK  RSW     137.0      1074  16.0    24.0  \n",
+       "316975  N13970    4580    EWR  MKE     106.0       725  16.0    46.0  \n",
+       "317019  N953UW     834    LGA  PHL      37.0        96  17.0    17.0  \n",
+       "317062  N19554    4113    EWR  RIC      46.0       277  17.0    57.0  \n",
+       "317111  N708JB     283    JFK  MCO     115.0       944  18.0    48.0  \n",
+       "317147  N344NW    2231    LGA  DTW      77.0       502  19.0    20.0  \n",
+       "317160  N695CA    5292    EWR  ATL      97.0       746  19.0    32.0  \n",
+       "317172  N901XJ    3513    LGA  MKE     104.0       738  19.0    39.0  \n",
+       "317192  N574AA     359    LGA  ORD     103.0       733  20.0     0.0  \n",
+       "317241  N175DZ      87    JFK  ATL      98.0       760  21.0     1.0  \n",
+       "317244  N753EV    5306    LGA  GSO      62.0       461  21.0     6.0  \n",
+       "317435  N685DA     315    JFK  SJU     219.0      1598   7.0    58.0  \n",
+       "317646  N613JB    1511    EWR  RSW     139.0      1068  11.0    31.0  \n",
+       "317681  N8444F    4060    LGA  DAY      81.0       549  12.0    17.0  \n",
+       "317732  N651JB     127    EWR  MCO     118.0       937  13.0    19.0  \n",
+       "317905  N762US    2185    LGA  DCA      40.0       214  16.0     1.0  \n",
+       "317971  N11107    4181    EWR  MCI     149.0      1092  17.0     5.0  \n",
+       "317984  N13553    3846    EWR  AVL      80.0       583  17.0    20.0  \n",
+       "318007  N18120    4702    EWR  GSO      62.0       445  17.0    46.0  \n",
+       "318029  N3747D      31    JFK  SLC     257.0      1990  18.0     2.0  \n",
+       "318032  N13123    4705    EWR  ATL     106.0       746  18.0     3.0  \n",
+       "318040  N16961    4576    EWR  GRR      88.0       605  18.0    15.0  \n",
+       "318053  N14198    4328    EWR  MSY     147.0      1167  18.0    24.0  \n",
+       "318067  N15910    4294    EWR  SAV      95.0       708  18.0    29.0  \n",
+       "318070  N529JB     283    JFK  MCO     123.0       944  18.0    33.0  \n",
+       "318091  N13997    3850    EWR  DAY      80.0       533  18.0    55.0  \n",
+       "318121  N561UA     247    EWR  PBI     136.0      1023  19.0    24.0  \n",
+       "318123  N655JB     543    EWR  PBI     133.0      1023  19.0    26.0  \n",
+       "318139  N510MQ    3134    EWR  ORD     107.0       719  19.0    42.0  \n",
+       "318157  N366AA    2351    JFK  MIA     143.0      1089  20.0     6.0  \n",
+       "318180  N38727    1411    EWR  ORD     104.0       719  20.0    32.0  \n",
+       "318195  N3734B    2065    JFK  FLL     140.0      1069  20.0    53.0  \n",
+       "318202  N12957    4312    EWR  DCA      40.0       199  21.0     6.0  \n",
+       "318206  N14704    1515    EWR  MIA     139.0      1085  21.0    10.0  \n",
+       "318218  N13975    4536    EWR  CVG      83.0       569  21.0    52.0  \n",
+       "318224  N713EV    5306    LGA  GSO      63.0       461  22.0     6.0  \n",
+       "318226  N753EV    5489    LGA  CHO      48.0       305  22.0    27.0  \n",
+       "318232  N14905    4560    EWR  DCA      34.0       199  22.0    50.0  \n",
+       "318234  N3AEMQ    3535    JFK  CMH      68.0       483  23.0    19.0  \n",
+       "318237  N8965E    4127    JFK  IAD      54.0       228   0.0    11.0  \n",
+       "318238  N284JB    1816    JFK  SYR      39.0       209   0.0    15.0  \n",
+       "318604  N11191    4255    EWR  CHS      85.0       628  11.0    46.0  \n",
+       "318646  N320NB     914    LGA  DEN     218.0      1620  12.0    29.0  \n",
+       "318700  N13955    4696    EWR  MHT      37.0       209  13.0    34.0  \n",
+       "318707  N15910    4510    EWR  MKE     130.0       725  13.0    45.0  \n",
+       "318744  N523MQ    3760    EWR  ORD     131.0       719  14.0    32.0  \n",
+       "318871  N754EV    4978    LGA  CLT      98.0       544  16.0    17.0  \n",
+       "318889  N13975    3834    EWR  IAD      75.0       212  16.0    37.0  \n",
+       "318947  N398CA    5601    LGA  CLT      97.0       544  17.0    31.0  \n",
+       "318996  N908XJ    3310    JFK  MCI     190.0      1113  18.0    34.0  \n",
+       "318997  N38424    1721    EWR  LAX     324.0      2454  18.0    35.0  \n",
+       "318998  N209FR     837    LGA  DEN     223.0      1620  18.0    43.0  \n",
+       "319005  N13968    5940    EWR  SAV     100.0       708  18.0    50.0  \n",
+       "319019  N407UA     485    EWR  DEN     228.0      1605  19.0     7.0  \n",
+       "319022  N3CPAA      67    JFK  SAN     316.0      2446  19.0    10.0  \n",
+       "319038  N18557    4580    EWR  MKE     111.0       725  19.0    28.0  \n",
+       "319042  N14242    1189    EWR  SNA     329.0      2434  19.0    34.0  \n",
+       "319050  N601LR    3325    JFK  DFW     172.0      1391  19.0    46.0  \n",
+       "319056  N73251    1177    EWR  ORD     101.0       719  20.0     1.0  \n",
+       "319060  N39726    1128    LGA  IAH     171.0      1416  20.0    10.0  \n",
+       "319062  N274WN    1368    LGA  BNA     111.0       764  20.0    13.0  \n",
+       "319064  N812AY    4245    JFK  CHS      87.0       636  20.0    17.0  \n",
+       "319066  N7732A     381    LGA  MKE     117.0       738  20.0    17.0  \n",
+       "319072  N928XJ    3285    JFK  MSY     150.0      1182  20.0    24.0  \n",
+       "319074  N192JB    2202    JFK  BUF      69.0       301  20.0    24.0  \n",
+       "319081  N910XJ    3470    JFK  CVG      84.0       589  20.0    39.0  \n",
+       "319085  N304DQ    1461    EWR  ATL     101.0       746  20.0    46.0  \n",
+       "319089  N708EV    5306    LGA  GSO      65.0       461  20.0    51.0  \n",
+       "319094  N744EV    5503    LGA  PIT      53.0       335  21.0     1.0  \n",
+       "319096  N8913A    3864    JFK  PHL      28.0        94  21.0     1.0  \n",
+       "319097  N926XJ    3497    JFK  RDU      66.0       427  21.0     2.0  \n",
+       "319102  N4YJAA     359    LGA  ORD     110.0       733  21.0     6.0  \n",
+       "319103  N16999    4361    EWR  TYS      87.0       631  21.0     7.0  \n",
+       "319107  N195PQ    5297    LGA  DTW      82.0       502  21.0    17.0  \n",
+       "319109  N928AT     685    LGA  ATL     109.0       762  21.0    18.0  \n",
+       "319111  N627JB     359    JFK  BUR     317.0      2465  21.0    24.0  \n",
+       "319113  N518MQ    3535    JFK  CMH      69.0       483  21.0    26.0  \n",
+       "319116  N477AA     363    LGA  ORD     109.0       733  21.0    34.0  \n",
+       "319119  N544MQ    3662    LGA  ATL     105.0       762  21.0    39.0  \n",
+       "319121  N525UA     771    JFK  LAX     332.0      2475  21.0    40.0  \n",
+       "319123  N12136    5909    EWR  CLT      74.0       529  21.0    45.0  \n",
+       "319124  N964WN    1707    LGA  MDW     107.0       725  21.0    45.0  \n",
+       "319128  N16709    1416    EWR  ORD     102.0       719  21.0    59.0  \n",
+       "319129  N730EV    5048    LGA  RIC      49.0       292  22.0     1.0  \n",
+       "319130  N623VA     169    EWR  LAX     310.0      2454  22.0     3.0  \n",
+       "319131  N451WN     565    EWR  MDW     102.0       711  22.0     7.0  \n",
+       "319132  N8598B    3899    JFK  BWI      37.0       184  22.0     9.0  \n",
+       "319133  N229WN     200    EWR  MSY     152.0      1167  22.0     9.0  \n",
+       "319135  N527MQ    3486    LGA  BNA     101.0       764  22.0    21.0  \n",
+       "319136  N642VA     415    JFK  LAX     310.0      2475  22.0    28.0  \n",
+       "319137  N13978    3837    EWR  SDF      96.0       642  22.0    31.0  \n",
+       "319138  N327AA      21    JFK  LAX     305.0      2475  22.0    33.0  \n",
+       "319139  N11548    4560    EWR  DCA      38.0       199  22.0    34.0  \n",
+       "319141  N948UW    2164    LGA  BOS      42.0       184  22.0    40.0  \n",
+       "319143  N329AA     185    JFK  LAX     311.0      2475  22.0    44.0  \n",
+       "319144  N640JB    1371    LGA  FLL     161.0      1076  22.0    44.0  \n",
+       "319146  N564UA     471    EWR  SFO     329.0      2565  22.0    57.0  \n",
+       "319147  N12142    4543    EWR  DSM     145.0      1017  22.0    59.0  \n",
+       "319151  N173DZ    2363    JFK  LAX     312.0      2475  23.0    23.0  \n",
+       "319153  N712EV    5489    LGA  CHO      47.0       305  23.0    34.0  \n",
+       "319154  N345NW     548    EWR  DTW      71.0       488  23.0    34.0  \n",
+       "319155  N364NW    2044    JFK  DTW      74.0       509  23.0    36.0  \n",
+       "319156  N398CA    5311    LGA  BGR      52.0       378  23.0    49.0  \n",
+       "319157  N921XJ    3525    LGA  SYR      33.0       198  23.0    51.0  \n",
+       "319184  N13988    4119    EWR  RIC      48.0       277   0.0     2.0  \n",
+       "319185  N284JB    1816    JFK  SYR      42.0       209   0.0     4.0  \n",
+       "319186  N906DL    1247    LGA  ATL     102.0       762   0.0     5.0  \n",
+       "319187  N916DE    1485    LGA  MCO     125.0       950   0.0     6.0  \n",
+       "319188  N717JL     357    LGA  CAK      64.0       397   0.0     8.0  \n",
+       "319189  N956AT     350    LGA  ATL      98.0       762   0.0    12.0  \n",
+       "319190  N947UW    2164    LGA  BOS      38.0       184   0.0    16.0  \n",
+       "319191  N839VA     415    JFK  LAX     326.0      2475   0.0    26.0  \n",
+       "319192  N922DL    1819    LGA  MSP     140.0      1020   0.0    33.0  \n",
+       "319194  N624AG    1643    JFK  SEA     301.0      2422   0.0    39.0  \n",
+       "319195  N564JB    1271    LGA  FLL     142.0      1076   0.0    48.0  \n",
+       "319196  N592JB     718    JFK  BOS      37.0       187   0.0    50.0  \n",
+       "319197  N247JB     108    JFK  PWM      42.0       273   0.0    53.0  \n",
+       "319198  N529JB     499    LGA  MCO     132.0       950   1.0     5.0  \n",
+       "319199  N635JB    1371    LGA  FLL     148.0      1076   1.0     6.0  \n",
+       "319200  N229JB     775    JFK  MSY     156.0      1182   1.0     7.0  \n",
+       "319201  N420WN    1707    LGA  MDW     112.0       725   1.0     7.0  \n",
+       "319202  N368JB    1677    JFK  JAX     112.0       828   1.0    20.0  \n",
+       "319203  N192JB     486    JFK  ROC      48.0       264   1.0    50.0  \n",
+       "319403  N3JUAA    1107    LGA  DFW     181.0      1389   8.0    26.0  \n",
+       "319482  N274JB    2702    JFK  BUF      55.0       301   9.0    40.0  \n",
+       "319486  N3BGAA    1111    LGA  DFW     180.0      1389   9.0    44.0  \n",
+       "319504  N12166    4711    EWR  STL     126.0       872  10.0     7.0  \n",
+       "319511  N927XJ    3538    JFK  MSP     155.0      1029  10.0    14.0  \n",
+       "319530  N8965E    3579    LGA  IAD      78.0       229  10.0    29.0  \n",
+       "319532  N751EV    5483    LGA  MEM     144.0       963  10.0    34.0  \n",
+       "319538  N750EV    5211    LGA  SAV     106.0       722  10.0    47.0  \n",
+       "319586  N505MQ    3670    LGA  BNA     125.0       764  11.0    52.0  \n",
+       "319651  N924XJ    3493    LGA  SRQ     141.0      1047  13.0    12.0  \n",
+       "319654  N516MQ    3611    EWR  ORD     116.0       719  13.0    17.0  \n",
+       "319668  N438UA     998    EWR  PHX     276.0      2133  13.0    46.0  \n",
+       "319669  N15985    4640    EWR  DAY      82.0       533  13.0    50.0  \n",
+       "319671  N16919    6177    EWR  IAD       NaN       212  13.0    52.0  \n",
+       "319679  N716EV    5378    LGA  PIT       NaN       335  14.0    10.0  \n",
+       "319683  N605QX    5283    LGA  CVG      98.0       585  14.0    16.0  \n",
+       "319700  N839UA     330    EWR  PBI     148.0      1023  14.0    55.0  \n",
+       "319701  N13553    4104    EWR  BNA     116.0       748  14.0    58.0  \n",
+       "319717  N518MQ    3305    LGA  RDU      60.0       431  15.0    18.0  \n",
+       "319719  N292WN     201    EWR  BNA     117.0       748  15.0    20.0  \n",
+       "319723  N13995    4171    EWR  MSN       NaN       799  15.0    24.0  \n",
+       "319724  N13538    4381    EWR  DTW       NaN       488  15.0    25.0  \n",
+       "319731  N339AA     117    JFK  LAX     336.0      2475  15.0    33.0  \n",
+       "319745  N703JB    1171    LGA  FLL     146.0      1076  15.0    48.0  \n",
+       "319746  N186PQ    5148    EWR  ATL     108.0       746  15.0    49.0  \n",
+       "319747  N13964    5797    EWR  RIC      60.0       277  15.0    49.0  \n",
+       "319748  N26549    4596    EWR  STL       NaN       872  15.0    50.0  \n",
+       "319749  N525UA     841    JFK  LAX     334.0      2475  15.0    51.0  \n",
+       "319752  N323NB    1902    LGA  PBI     138.0      1035  15.0    56.0  \n",
+       "319771  N317NB    2181    LGA  MCO     122.0       950  16.0    36.0  \n",
+       "319773  N793JB     927    EWR  MCO     156.0       937  16.0    40.0  \n",
+       "319777  N13955    4201    EWR  MHT      39.0       209  16.0    52.0  \n",
+       "319778  N351NB    1942    EWR  ATL     121.0       746  16.0    53.0  \n",
+       "319779  N380DA     843    JFK  ATL     114.0       760  16.0    55.0  \n",
+       "319783  N3JUAA    2297    LGA  MIA     145.0      1096  17.0     0.0  \n",
+       "319785  N194UW     802    EWR  CLT      90.0       529  17.0     2.0  \n",
+       "319786  N4YHAA     320    EWR  DFW       NaN      1372  17.0     6.0  \n",
+       "319787  N247JB     575    JFK  MSY     156.0      1182  17.0     6.0  \n",
+       "319790  N3GXAA      65    JFK  DFW     198.0      1391  17.0    19.0  \n",
+       "319792  N371CA    5293    LGA  ORF      46.0       296  17.0    20.0  \n",
+       "319793  N435UA     568    EWR  BOS      43.0       200  17.0    22.0  \n",
+       "319797  N768US    2187    LGA  DCA       NaN       214  17.0    28.0  \n",
+       "319798  N530MQ    3357    LGA  ATL     108.0       762  17.0    30.0  \n",
+       "319800  N945UW    2152    LGA  BOS      38.0       184  17.0    39.0  \n",
+       "319802  N206JB    2480    EWR  BOS      43.0       200  17.0    42.0  \n",
+       "319804  N750EV    5199    LGA  CHS      86.0       641  17.0    49.0  \n",
+       "319805  N8525B    3754    JFK  IAD      61.0       228  17.0    51.0  \n",
+       "319806  N844VA      27    JFK  SFO       NaN      2586  17.0    51.0  \n",
+       "319808  N457UA     501    LGA  IAH     194.0      1416  18.0     2.0  \n",
+       "319809  N16559    4572    EWR  GSP       NaN       594  18.0     5.0  \n",
+       "319812  N919DL    1499    LGA  ATL     112.0       762  18.0    12.0  \n",
+       "319813  N77518    1695    EWR  IAH       NaN      1400  18.0    15.0  \n",
+       "319816  N642VA     413    JFK  LAX     332.0      2475  18.0    19.0  \n",
+       "319818  N3FGAA    1171    LGA  DFW     199.0      1389  18.0    22.0  \n",
+       "319821  N512UA     512    JFK  SFO     375.0      2586  18.0    25.0  \n",
+       "319827  N332NW    1373    JFK  MIA     148.0      1089  18.0    32.0  \n",
+       "319829  N719EV    5465    LGA  MSN     115.0       812  18.0    41.0  \n",
+       "319831  N197UW     894    LGA  CLT      85.0       544  18.0    44.0  \n",
+       "319834  N555UA     535    JFK  LAX     324.0      2475  18.0    54.0  \n",
+       "319835  N121UW    2088    LGA  CLT      82.0       544  18.0    56.0  \n",
+       "319837  N598JB    1801    JFK  FLL     147.0      1069  19.0     1.0  \n",
+       "319838  N3CTAA     291    JFK  AUS     193.0      1521  19.0     4.0  \n",
+       "319840  N723TW     841    JFK  SFO     337.0      2586  19.0     4.0  \n",
+       "319841  N579JB      89    JFK  SAN     336.0      2446  19.0     5.0  \n",
+       "319845  N661AW     627    EWR  PHX     280.0      2133  19.0    12.0  \n",
+       "319847  N597JB     415    JFK  SFO       NaN      2586  19.0    14.0  \n",
+       "319850  N658AW     686    EWR  PHX     271.0      2133  19.0    23.0  \n",
+       "319851  N394DA    2471    EWR  SLC     269.0      1969  19.0    30.0  \n",
+       "319852  N985DL    2391    JFK  TPA     129.0      1005  19.0    33.0  \n",
+       "319854  N8747B    4245    JFK  CHS      97.0       636  19.0    40.0  \n",
+       "319856  N445UA     833    EWR  LAS     298.0      2227  19.0    55.0  \n",
+       "319857  N485UA     635    EWR  ORD     111.0       719  19.0    58.0  \n",
+       "319858  N741EV    5298    LGA  OMA     162.0      1148  20.0     0.0  \n",
+       "319859  N13750    1200    EWR  SAN     319.0      2425  20.0     2.0  \n",
+       "319860  N431UA     375    EWR  SEA     314.0      2402  20.0     3.0  \n",
+       "319861  N155DL      87    JFK  ATL     103.0       760  20.0     5.0  \n",
+       "319862  N446UA     431    EWR  DFW     178.0      1372  20.0     9.0  \n",
+       "319863  N942DL    2159    JFK  MCO     125.0       944  20.0    11.0  \n",
+       "319864  N596AA    2488    EWR  DFW     175.0      1372  20.0    13.0  \n",
+       "319865  N37267    1053    EWR  CLE      78.0       404  20.0    13.0  \n",
+       "319866  N76514    1554    EWR  PDX     335.0      2434  20.0    14.0  \n",
+       "319867  N201LV     200    EWR  MSY     158.0      1167  20.0    16.0  \n",
+       "319868  N840UA     708    EWR  ORD     110.0       719  20.0    16.0  \n",
+       "319869  N189UW    2094    EWR  CLT      83.0       529  20.0    17.0  \n",
+       "319870  N964DL     947    LGA  ATL     106.0       762  20.0    19.0  \n",
+       "319871  N526UA     263    EWR  SAN     313.0      2425  20.0    19.0  \n",
+       "319872  N721TW    1465    JFK  SFO     342.0      2586  20.0    22.0  \n",
+       "319873  N14116    4576    EWR  GRR      92.0       605  20.0    24.0  \n",
+       "319874  N3748Y      31    JFK  SLC     272.0      1990  20.0    28.0  \n",
+       "319875  N544UA     617    EWR  SFO     353.0      2565  20.0    28.0  \n",
+       "319876  N39423    1635    EWR  PHX     275.0      2133  20.0    28.0  \n",
+       "319877  N378DA    1729    JFK  LAS     297.0      2248  20.0    30.0  \n",
+       "319878  N629VA     193    EWR  SFO     342.0      2565  20.0    30.0  \n",
+       "319879  N14106    1109    EWR  MCO     124.0       937  20.0    32.0  \n",
+       "319881  N302NB    1854    LGA  FLL     146.0      1076  20.0    35.0  \n",
+       "319882  N174DN     161    JFK  SEA     317.0      2422  20.0    37.0  \n",
+       "319883  N345NB    2042    EWR  ATL     103.0       746  20.0    40.0  \n",
+       "319884  N3GTAA     235    JFK  SEA     312.0      2422  20.0    41.0  \n",
+       "319885  N319NB    2370    LGA  PBI     139.0      1035  20.0    41.0  \n",
+       "319886  N906DE     221    LGA  ATL     105.0       762  20.0    42.0  \n",
+       "319887  N37471    1284    EWR  SFO     378.0      2565  20.0    45.0  \n",
+       "319888  N932DL    1619    LGA  MSP     144.0      1020  20.0    46.0  \n",
+       "319889  N325US     498    JFK  SAT     204.0      1587  20.0    47.0  \n",
+       "319890  N37409    1165    EWR  LAX     322.0      2454  20.0    47.0  \n",
+       "319891  N38443    1177    EWR  ORD     114.0       719  20.0    49.0  \n",
+       "319892  N682DA      61    LGA  ATL     101.0       762  20.0    50.0  \n",
+       "319893  N724MQ    3713    LGA  XNA     167.0      1147  20.0    53.0  \n",
+       "319894  N301NB    1435    LGA  TPA     135.0      1010  20.0    57.0  \n",
+       "319895  N505MQ    3674    LGA  CLE      68.0       419  21.0     0.0  \n",
+       "319896  N11192    4328    EWR  MSY     158.0      1167  21.0     1.0  \n",
+       "319897  N524UA     394    EWR  SFO     337.0      2565  21.0     4.0  \n",
+       "319898  N381DN     801    JFK  PHX     288.0      2153  21.0     5.0  \n",
+       "319899  N716EV    5287    LGA  MSN     119.0       812  21.0     7.0  \n",
+       "319900  N212WN    4209    LGA  MDW     110.0       725  21.0     7.0  \n",
+       "319901  N335AA      21    JFK  LAX     322.0      2475  21.0     9.0  \n",
+       "319902  N665JB     327    EWR  MCO     122.0       937  21.0     9.0  \n",
+       "319903  N917XJ    3350    JFK  RDU      70.0       427  21.0    11.0  \n",
+       "319904  N919FJ    2751    LGA  CLT      84.0       544  21.0    11.0  \n",
+       "319905  N511UA     745    LGA  DEN     219.0      1620  21.0    11.0  \n",
+       "319907  N631VA     169    EWR  LAX     317.0      2454  21.0    16.0  \n",
+       "319908  N950UW     834    LGA  PHL      31.0        96  21.0    17.0  \n",
+       "319909  N504JB     153    JFK  PBI     144.0      1028  21.0    20.0  \n",
+       "319910  N356AA    2351    JFK  MIA     146.0      1089  21.0    21.0  \n",
+       "319911  N565JB     201    JFK  FLL     162.0      1069  21.0    22.0  \n",
+       "319912  N934XJ    3320    JFK  BUF       NaN       301  21.0    25.0  \n",
+       "319913  N178JB    1734    JFK  BTV      52.0       266  21.0    25.0  \n",
+       "319914  N34460    1107    EWR  DEN     225.0      1605  21.0    25.0  \n",
+       "319915  N710EV    5091    LGA  PIT      57.0       335  21.0    26.0  \n",
+       "319916  N558JB     263    JFK  SEA     310.0      2422  21.0    26.0  \n",
+       "319917  N193JB     702    JFK  BUF      53.0       301  21.0    26.0  \n",
+       "319918  N387SW     318    EWR  STL     132.0       872  21.0    26.0  \n",
+       "319919  N75428    1526    EWR  LAX     320.0      2454  21.0    26.0  \n",
+       "319920  N492UA     207    LGA  CLE      69.0       419  21.0    26.0  \n",
+       "319921  N523UA     646    EWR  PBI     142.0      1023  21.0    30.0  \n",
+       "319922  N17719    1464    EWR  CLE      70.0       404  21.0    33.0  \n",
+       "319923  N330NB    1585    LGA  MCO     131.0       950  21.0    37.0  \n",
+       "319924  N933XJ    3513    LGA  MKE     111.0       738  21.0    39.0  \n",
+       "319925  N643JB     359    JFK  BUR     324.0      2465  21.0    41.0  \n",
+       "319926  N705JB     135    JFK  PHX     284.0      2153  21.0    41.0  \n",
+       "319928  N187JB    1105    JFK  ORD     122.0       740  21.0    42.0  \n",
+       "319929  N68452    1703    EWR  BOS      56.0       200  21.0    43.0  \n",
+       "319930  N701GS    1368    LGA  BNA     115.0       764  21.0    45.0  \n",
+       "319931  N77518    1037    EWR  LAX     333.0      2454  21.0    45.0  \n",
+       "319932  N615JB      65    JFK  ABQ     241.0      1826  21.0    47.0  \n",
+       "319933  N633JB     305    EWR  FLL     145.0      1065  21.0    48.0  \n",
+       "319934  N248WN     441    EWR  MDW     111.0       711  21.0    52.0  \n",
+       "319935  N618JB     915    JFK  SFO     343.0      2586  21.0    53.0  \n",
+       "319936  N632VA      29    JFK  SFO     345.0      2586  21.0    54.0  \n",
+       "319937  N519UA     509    LGA  DEN     217.0      1620  21.0    54.0  \n",
+       "319938  N465UA     498    EWR  IAH     175.0      1400  21.0    57.0  \n",
+       "319939  N601LR    3540    JFK  MSP     157.0      1029  21.0    59.0  \n",
+       "319940  N579UA     471    EWR  SFO     351.0      2565  21.0    59.0  \n",
+       "319941  N23708    1064    EWR  BOS      56.0       200  22.0     3.0  \n",
+       "319942  N805JB    1205    JFK  PDX     305.0      2454  22.0     4.0  \n",
+       "319943  N191DN    2363    JFK  LAX     326.0      2475  22.0     5.0  \n",
+       "319944  N267AT     623    LGA  ATL     101.0       762  22.0    14.0  \n",
+       "319945  N807JB     161    JFK  SMF     326.0      2521  22.0    14.0  \n",
+       "319947  N37274    1022    EWR  IAH     179.0      1400  22.0    24.0  \n",
+       "319948  N73259    1071    EWR  BQN     199.0      1585  22.0    26.0  \n",
+       "319949  N580JB     225    JFK  TPA     152.0      1005  22.0    27.0  \n",
+       "319950  N39461    1615    EWR  AUS     185.0      1504  22.0    41.0  \n",
+       "319951  N588UA     771    JFK  LAX     320.0      2475  22.0    47.0  \n",
+       "319952  N857MQ    3621    JFK  DCA      51.0       213  22.0    48.0  \n",
+       "319953  N362NW     545    EWR  DTW      80.0       488  22.0    51.0  \n",
+       "319954  N336NB     548    EWR  DTW      82.0       488  22.0    51.0  \n",
+       "319955  N928AT     685    LGA  ATL     105.0       762  22.0    52.0  \n",
+       "319956  N922WN    3928    EWR  HOU     188.0      1411  22.0    54.0  \n",
+       "319957  N487UA     485    EWR  DEN     222.0      1605  22.0    58.0  \n",
+       "319958  N588JB    1295    JFK  AUS     192.0      1521  22.0    59.0  \n",
+       "319959  N587JB      97    JFK  DEN     233.0      1626  23.0     2.0  \n",
+       "319960  N12563    4672    EWR  STL     130.0       872  23.0     3.0  \n",
+       "319961  N37419    1730    EWR  FLL     146.0      1065  23.0     6.0  \n",
+       "319962  N935WN     565    EWR  MDW     111.0       711  23.0     9.0  \n",
+       "319963  N534JB     523    JFK  LAX     328.0      2475  23.0    16.0  \n",
+       "319964  N374JB     105    JFK  ORD     115.0       740  23.0    17.0  \n",
+       "319965  N25705    1066    EWR  BOS      45.0       200  23.0    17.0  \n",
+       "319966  N296JB    1119    JFK  CLT      78.0       541  23.0    18.0  \n",
+       "319967  N11548    5956    LGA  CLE      68.0       419  23.0    19.0  \n",
+       "319968  N318JB    2680    EWR  BOS      48.0       200  23.0    20.0  \n",
+       "319969  N822UA     208    EWR  SEA     299.0      2402  23.0    20.0  \n",
+       "319970  N932XJ    3433    JFK  PIT      64.0       340  23.0    25.0  \n",
+       "319971  N239JB    1185    JFK  RDU      67.0       427  23.0    26.0  \n",
+       "319972  N332AA     185    JFK  LAX     317.0      2475  23.0    27.0  \n",
+       "319973  N310DE    2142    EWR  ATL     101.0       746  23.0    28.0  \n",
+       "319974  N733SA     381    LGA  MKE     105.0       738  23.0    28.0  \n",
+       "319975  N422UA     251    EWR  TPA     131.0       997  23.0    29.0  \n",
+       "319976  N766JB    1103    JFK  SJU     199.0      1598  23.0    38.0  \n",
+       "319977  N827JB    1183    JFK  MCO     126.0       944  23.0    39.0  \n",
+       "319979  N369NB     985    JFK  BOS      38.0       187  23.0    44.0  \n",
+       "319980  N351NW    1321    EWR  MSP     138.0      1008  23.0    46.0  \n",
+       "319981  N39728    1515    EWR  MIA     142.0      1085  23.0    53.0  \n",
+       "319982  N274JB     418    JFK  BOS      39.0       187  23.0    57.0  \n",
+       "319983  N910DE    1147    LGA  ATL     101.0       762  24.0     0.0  \n",
+       "320176  N917XJ    3525    LGA  SYR      36.0       198   0.0     3.0  \n",
+       "320197  N193UW    1877    EWR  CLT      78.0       529   6.0     1.0  \n",
+       "320285  N12166    4471    EWR  CLT      89.0       529   7.0    44.0  \n",
+       "320298  N14568    4150    EWR  CVG      99.0       569   7.0    53.0  \n",
+       "320321  N838UA     331    LGA  ORD     110.0       733   8.0     3.0  \n",
+       "320350  N443WN    1705    EWR  BNA     110.0       748   8.0    23.0  \n",
+       "320393  N23708    1199    EWR  BOS      41.0       200   9.0     0.0  \n",
+       "320395  N137EV    5599    EWR  MSP     133.0      1008   9.0     1.0  \n",
+       "320397  N208FR    2001    LGA  DEN     210.0      1620   9.0     5.0  \n",
+       "320404  N11165    4207    EWR  MHT      35.0       209   9.0     9.0  \n",
+       "320409  N972DL    1271    JFK  FLL     156.0      1069   9.0    15.0  \n",
+       "320421  N243WN     329    EWR  STL     122.0       872   9.0    24.0  \n",
+       "320448  N37293    1037    EWR  SAT     210.0      1569   9.0    56.0  \n",
+       "320456  N579JB      15    JFK  SFO     332.0      2586  10.0     3.0  \n",
+       "320457  N569JB      23    JFK  LAX     323.0      2475  10.0     5.0  \n",
+       "320460  N932XJ    3507    JFK  MSY     158.0      1182  10.0     9.0  \n",
+       "320469  N632JB       5    EWR  FLL     148.0      1065  10.0    17.0  \n",
+       "320478  N768JB      63    JFK  SEA     306.0      2422  10.0    26.0  \n",
+       "320490  N806JB     223    JFK  LAX     323.0      2475  10.0    43.0  \n",
+       "320492  N604LR    3317    JFK  BUF      57.0       301  10.0    47.0  \n",
+       "320507  N171US    1831    JFK  CLT      83.0       541  11.0     5.0  \n",
+       "320511  N646JB     189    JFK  SAN     316.0      2446  11.0     9.0  \n",
+       "320522  N807JB     925    JFK  TPA     139.0      1005  11.0    26.0  \n",
+       "320531  N523UW     625    JFK  PHX     273.0      2153  11.0    38.0  \n",
+       "320536  N239JB     518    JFK  BOS      39.0       187  11.0    46.0  \n",
+       "320540  N27213    1257    LGA  IAH     192.0      1416  11.0    50.0  \n",
+       "320556  N292JB     885    JFK  RDU      71.0       427  12.0     4.0  \n",
+       "320576  N716EV    5208    LGA  RIC      57.0       292  12.0    32.0  \n",
+       "320579  N789SW    1517    LGA  BNA     113.0       764  12.0    36.0  \n",
+       "320591  N914XJ    3493    LGA  SRQ     153.0      1047  12.0    52.0  \n",
+       "320613  N827JB     323    JFK  LAX     313.0      2475  13.0    10.0  \n",
+       "320614  N711HK    1787    EWR  DEN     209.0      1605  13.0    10.0  \n",
+       "320620  N724MQ    3281    LGA  CMH      75.0       479  13.0    19.0  \n",
+       "320630  N931WN    1090    LGA  DEN     214.0      1620  13.0    31.0  \n",
+       "320662  N336AA     179    JFK  SFO     327.0      2586  14.0    12.0  \n",
+       "320664  N77530    1421    EWR  IAH     187.0      1400  14.0    13.0  \n",
+       "320665  N75435    1401    EWR  MIA     148.0      1085  14.0    15.0  \n",
+       "320678  N131EV    5148    EWR  ATL     107.0       746  14.0    29.0  \n",
+       "320723  N19130    1054    EWR  LAX     323.0      2454  15.0     0.0  \n",
+       "320733  N718EV    5615    LGA  CMH      78.0       479  15.0     8.0  \n",
+       "320734  N284JB    1373    JFK  CHS      99.0       636  15.0     9.0  \n",
+       "320756  N16918    4381    EWR  DTW      81.0       488  15.0    33.0  \n",
+       "320778  N751EV    5378    LGA  PIT      60.0       335  15.0    53.0  \n",
+       "320780  N218WN     491    LGA  MDW     106.0       725  15.0    53.0  \n",
+       "320784  N279JB     118    JFK  BOS      54.0       187  15.0    56.0  \n",
+       "320792  N836MQ    3359    JFK  RDU      79.0       427  15.0    59.0  \n",
+       "320794  N516MQ    3305    LGA  RDU      68.0       431  16.0     4.0  \n",
+       "320825  N716EV    4978    LGA  CLT      88.0       544  16.0    38.0  \n",
+       "320838  N824AS    5293    LGA  ORF      53.0       296  16.0    56.0  \n",
+       "320839  N3ANAA    1073    LGA  MIA     156.0      1096  16.0    57.0  \n",
+       "320846  N12218    1593    EWR  MCO     130.0       937  17.0     0.0  \n",
+       "320849  N605QX    5199    LGA  CHS      90.0       641  17.0     2.0  \n",
+       "320850  N618MQ    3075    JFK  CVG      95.0       589  17.0     2.0  \n",
+       "320856  N933XJ    3488    LGA  MCI     149.0      1107  17.0     7.0  \n",
+       "320864  N917XJ    3459    JFK  BNA     113.0       765  17.0    15.0  \n",
+       "320876  N932XJ    3448    JFK  CVG      93.0       589  17.0    22.0  \n",
+       "320878  N948UW    2154    LGA  BOS      40.0       184  17.0    23.0  \n",
+       "320906  N11164    4576    EWR  GRR      87.0       605  17.0    56.0  \n",
+       "320912  N849UA     708    EWR  ORD     105.0       719  17.0    58.0  \n",
+       "320923  N414UA     525    LGA  IAH     189.0      1416  18.0     9.0  \n",
+       "320933  N279WN    3928    EWR  HOU     190.0      1411  18.0    17.0  \n",
+       "320941  N13995    4411    EWR  MEM     139.0       946  18.0    21.0  \n",
+       "320947  N814MQ    3365    JFK  DCA      53.0       213  18.0    24.0  \n",
+       "320965  N309AT     623    LGA  ATL     107.0       762  18.0    42.0  \n",
+       "320973  N3AEMQ    3199    LGA  CLT      86.0       544  18.0    48.0  \n",
+       "320985  N3734B    1629    JFK  LAS     285.0      2248  18.0    59.0  \n",
+       "320994  N934XJ    3310    JFK  MCI     151.0      1113  19.0    11.0  \n",
+       "321010  N347NW    1373    JFK  MIA     148.0      1089  19.0    27.0  \n",
+       "321014  N12921    4113    EWR  IND      99.0       645  19.0    29.0  \n",
+       "321040  N652JB    1013    JFK  LGB     316.0      2465  19.0    58.0  \n",
+       "321043  N8683B    3876    LGA  GSP      95.0       610  20.0     3.0  \n",
+       "321045  N469WN     441    EWR  MDW     100.0       711  20.0     3.0  \n",
+       "321053  N718EV    5503    LGA  PIT      56.0       335  20.0    10.0  \n",
+       "321062  N772SW     381    LGA  MKE     104.0       738  20.0    21.0  \n",
+       "321064  N24729    1515    EWR  MIA     152.0      1085  20.0    23.0  \n",
+       "321067  N613JB     883    JFK  MCO     133.0       944  20.0    27.0  \n",
+       "321068  N914XJ    3445    LGA  DSM     135.0      1031  20.0    28.0  \n",
+       "321077  N748EV    5298    LGA  OMA     147.0      1148  20.0    39.0  \n",
+       "321079  N820AS    5769    LGA  IAD      45.0       229  20.0    41.0  \n",
+       "321082  N516MQ    3526    LGA  CMH      72.0       479  20.0    48.0  \n",
+       "321088  N836MQ    3374    JFK  RDU      81.0       427  20.0    56.0  \n",
+       "321098  N564JB      65    JFK  ABQ     243.0      1826  21.0     7.0  \n",
+       "321109  N26549    5956    LGA  CLE      65.0       419  21.0    30.0  \n",
+       "321111  N563JB     225    JFK  TPA     135.0      1005  21.0    31.0  \n",
+       "321113  N769SW    1707    LGA  MDW     101.0       725  21.0    36.0  \n",
+       "321114  N959UW    2162    LGA  BOS      32.0       184  21.0    37.0  \n",
+       "321115  N956AT     357    LGA  CAK      67.0       397  21.0    38.0  \n",
+       "321118  N11165    4312    EWR  DCA      41.0       199  21.0    46.0  \n",
+       "321124  N839UA     695    LGA  ORD     100.0       733  21.0    52.0  \n",
+       "321126  N575UA     471    EWR  SFO     324.0      2565  21.0    56.0  \n",
+       "321128  N604LR    3395    JFK  DCA      42.0       213  22.0     3.0  \n",
+       "321130  N5PBMQ    3317    LGA  RDU      68.0       431  22.0     9.0  \n",
+       "321132  N651JB     499    LGA  MCO     133.0       950  22.0    12.0  \n",
+       "321135  N717EV    5383    LGA  ROC      44.0       254  22.0    16.0  \n",
+       "321136  N23708    1066    EWR  BOS      31.0       200  22.0    21.0  \n",
+       "321137  N509MQ    3603    LGA  DTW      76.0       502  22.0    37.0  \n",
+       "321139  N919XJ    3285    JFK  MSY     155.0      1182  22.0    43.0  \n",
+       "321142  N505MQ    3384    LGA  CLT      83.0       544  22.0    52.0  \n",
+       "321145  N517JB    1371    LGA  FLL     151.0      1076  23.0     3.0  \n",
+       "321146  N22971    4570    EWR  GRR      88.0       605  23.0     7.0  \n",
+       "321147  N965UW    2164    LGA  BOS      32.0       184  23.0    14.0  \n",
+       "321148  N517MQ    3660    LGA  BNA      99.0       764  23.0    22.0  \n",
+       "321376  N503JB     453    JFK  PBI     149.0      1028   9.0    29.0  \n",
+       "321382  N920XJ    3538    JFK  MSP     142.0      1029   9.0    39.0  \n",
+       "321440  N722EV    5242    LGA  GSO      83.0       461  11.0     7.0  \n",
+       "321493  N562JB     483    JFK  MCO     129.0       944  12.0    36.0  \n",
+       "321499  N296JB    1307    JFK  IAD      48.0       228  12.0    47.0  \n",
+       "321515  N0EGMQ    3461    LGA  BNA      97.0       764  13.0     2.0  \n",
+       "321531  N720EV    5208    LGA  RIC      48.0       292  13.0    32.0  \n",
+       "321554  N251WN    1188    LGA  BNA     103.0       764  14.0     2.0  \n",
+       "321558  N587JB     553    JFK  PBI     143.0      1028  14.0     9.0  \n",
+       "321563  N118US    2086    EWR  CLT      75.0       529  14.0    16.0  \n",
+       "321636  N829AS    5712    JFK  IAD      43.0       228  15.0    38.0  \n",
+       "321640  N14162    4171    EWR  MSN     114.0       799  15.0    42.0  \n",
+       "321714  N172DZ     161    JFK  SEA     316.0      2422  17.0     9.0  \n",
+       "321738  N73299    1284    EWR  SFO     333.0      2565  17.0    32.0  \n",
+       "321744  N3JAAA      65    JFK  DFW     175.0      1391  17.0    47.0  \n",
+       "321757  N324AA     181    JFK  LAX     316.0      2475  18.0     4.0  \n",
+       "321779  N837VA      27    JFK  SFO     330.0      2586  18.0    43.0  \n",
+       "321781  N809JB     415    JFK  SFO     349.0      2586  18.0    49.0  \n",
+       "321829  N191DN      17    JFK  LAX     297.0      2475  20.0    25.0  \n",
+       "321850  N587JB    1271    LGA  FLL     138.0      1076  22.0     1.0  \n",
+       "321965  N564UW    2023    EWR  CLT      74.0       529   7.0    58.0  \n",
+       "322050  N904XJ    3489    LGA  RSW     153.0      1080   9.0    17.0  \n",
+       "322107  N13975    4495    EWR  SAV     103.0       708  10.0    47.0  \n",
+       "322116  N595UA     642    JFK  SFO     324.0      2586  10.0    55.0  \n",
+       "322130  N530UA     230    EWR  SFO     332.0      2565  11.0    10.0  \n",
+       "322140  N905XJ    3284    LGA  BUF      46.0       292  11.0    23.0  \n",
+       "322149  N327AA     179    JFK  SFO     342.0      2586  11.0    46.0  \n",
+       "322164  N806JB      53    JFK  PBI     134.0      1028  11.0    57.0  \n",
+       "322179  N637VA     187    EWR  SFO     340.0      2565  12.0     9.0  \n",
+       "322184  N636VA      23    JFK  SFO     338.0      2586  12.0    16.0  \n",
+       "322281  N627VA     411    JFK  LAX     322.0      2475  14.0     5.0  \n",
+       "322292  N510JB     505    EWR  FLL     138.0      1065  14.0    30.0  \n",
+       "322341  N523MQ    3760    EWR  ORD     118.0       719  15.0     3.0  \n",
+       "322387  N753EV    5465    LGA  MSN     120.0       812  15.0    47.0  \n",
+       "322413  N13975    3824    EWR  IAD      39.0       212  16.0    10.0  \n",
+       "322437  N585JB     573    EWR  TPA     131.0       997  16.0    35.0  \n",
+       "322449  N4XNAA     320    EWR  DFW     184.0      1372  16.0    47.0  \n",
+       "322466  N741EV    5091    LGA  PIT      57.0       335  16.0    58.0  \n",
+       "322479  N442UA     511    EWR  LAS     295.0      2227  17.0     8.0  \n",
+       "322515  N3ATAA     172    EWR  MIA     140.0      1085  17.0    34.0  \n",
+       "322518  N338AA     181    JFK  LAX     331.0      2475  17.0    38.0  \n",
+       "322523  N3DEAA    1410    LGA  MIA     149.0      1096  17.0    47.0  \n",
+       "322539  N586JB     543    EWR  PBI     134.0      1023  17.0    59.0  \n",
+       "322570  N573UA     996    EWR  LAX     316.0      2454  18.0    25.0  \n",
+       "322640  N716EV    5268    LGA  CLT      79.0       544  19.0    33.0  \n",
+       "322724  N405UA     251    EWR  TPA     126.0       997  21.0    28.0  \n",
+       "322736  N15910    4368    EWR  DAY      88.0       533  21.0    53.0  \n",
+       "322742  N11127    4504    EWR  JAX     110.0       820  22.0    37.0  \n",
+       "322745  N17560    4560    EWR  DCA      40.0       199  22.0    44.0  \n",
+       "322880  N14570    4334    EWR  CMH      77.0       463   7.0    31.0  \n",
+       "322969  N412UA     578    EWR  LAS     295.0      2227   8.0    33.0  \n",
+       "323027  N934XJ    3528    LGA  JAX     113.0       833   9.0    20.0  \n",
+       "323079  N17560    4388    EWR  JAX     122.0       820  10.0    21.0  \n",
+       "323288  N775JB     927    EWR  MCO     128.0       937  14.0    41.0  \n",
+       "323335  N701UW    2183    LGA  DCA      51.0       214  15.0     4.0  \n",
+       "323373  N503MQ    3669    LGA  ATL     109.0       762  15.0    35.0  \n",
+       "323407  N186PQ    5044    EWR  MSP     137.0      1008  16.0     7.0  \n",
+       "323421  N17560    4372    EWR  DCA      40.0       199  16.0    18.0  \n",
+       "323443  N16709    1200    EWR  SAN     318.0      2425  16.0    40.0  \n",
+       "323513  N624JB    1161    LGA  PBI     144.0      1035  17.0    42.0  \n",
+       "323515  N922EV    5299    LGA  MEM     139.0       963  17.0    44.0  \n",
+       "323556  N816MQ    3365    JFK  DCA      42.0       213  18.0    21.0  \n",
+       "323640  N933XJ    3542    JFK  MSP     144.0      1029  19.0    38.0  \n",
+       "323656  N636VA      29    JFK  SFO     336.0      2586  19.0    55.0  \n",
+       "323692  N358NB    1715    LGA  MSY     155.0      1183  20.0    50.0  \n",
+       "323698  N759EV    5306    LGA  GSO      73.0       461  20.0    53.0  \n",
+       "323708  N340NB    1321    EWR  MSP     137.0      1008  21.0     8.0  \n",
+       "323721  N608JB      65    JFK  ABQ     230.0      1826  21.0    34.0  \n",
+       "323723  N730EV    5209    LGA  CHS      87.0       641  21.0    37.0  \n",
+       "323733  N503MQ    3384    LGA  CLT      81.0       544  22.0     5.0  \n",
+       "323734  N921XJ    3433    JFK  PIT      60.0       340  22.0     7.0  \n",
+       "323736  N17560    5956    LGA  CLE      67.0       419  22.0    16.0  \n",
+       "323737  N600LR    3395    JFK  DCA      41.0       213  22.0    19.0  \n",
+       "323992  N510UW     621    JFK  PHX     280.0      2153   8.0    55.0  \n",
+       "324021  N713EV    4869    LGA  RIC      49.0       292   9.0    25.0  \n",
+       "324161  N197JB    1307    JFK  IAD      51.0       228  12.0    31.0  \n",
+       "324196  N561UW    1978    JFK  CLT      82.0       541  13.0     2.0  \n",
+       "324238  N166PQ    5067    EWR  DTW      72.0       488  13.0    53.0  \n",
+       "324388  N431UA     635    EWR  ORD     100.0       719  16.0     4.0  \n",
+       "324525  N908XJ    3448    JFK  CVG      86.0       589  18.0    18.0  \n",
+       "324544  N661JB      89    JFK  SAN     316.0      2446  18.0    31.0  \n",
+       "324626  N912XJ    3320    JFK  BUF      52.0       301  19.0    54.0  \n",
+       "324668  N296JB    2580    EWR  BOS      45.0       200  20.0    55.0  \n",
+       "324672  N3CFAA    1171    LGA  DFW     187.0      1389  20.0    59.0  \n",
+       "324681  N644JB      71    JFK  SLC     261.0      1990  21.0    10.0  \n",
+       "324699  N292JB    2680    EWR  BOS      40.0       200  22.0     3.0  \n",
+       "324844  N12157    4535    EWR  MSP     144.0      1008   7.0    45.0  \n",
+       "324964  N274JB     885    JFK  RDU      68.0       427   9.0     5.0  \n",
+       "324994  N508MQ    3478    LGA  DTW      73.0       502   9.0    47.0  \n",
+       "325031  N14148    4419    EWR  XNA     154.0      1131  10.0    27.0  \n",
+       "325059  N14950    4144    EWR  CHS      89.0       628  11.0     4.0  \n",
+       "325133  N374JB    1307    JFK  IAD      43.0       228  12.0    50.0  \n",
+       "325140  N354JB    2602    JFK  BUF      53.0       301  12.0    54.0  \n",
+       "325148  N929DL    2219    LGA  MSP     134.0      1020  13.0     0.0  \n",
+       "325179  N15910    4696    EWR  MHT      37.0       209  13.0    37.0  \n",
+       "325302  N712EV    5132    LGA  SYR      33.0       198  15.0    29.0  \n",
+       "325322  N137EV    5044    EWR  MSP     135.0      1008  15.0    47.0  \n",
+       "325344  N321NB    2181    LGA  MCO     128.0       950  16.0     6.0  \n",
+       "325347  N374JB    1734    JFK  BTV      48.0       266  16.0     8.0  \n",
+       "325360  N654MQ    3202    JFK  IND     106.0       665  16.0    20.0  \n",
+       "325368  N583JB    1729    JFK  RSW     146.0      1074  16.0    24.0  \n",
+       "325399  N651JB     213    JFK  LGB     315.0      2465  16.0    56.0  \n",
+       "325404  N413UA     404    EWR  IAH     181.0      1400  16.0    57.0  \n",
+       "325436  N438UA     998    EWR  PHX     272.0      2133  17.0    20.0  \n",
+       "325484  N740EV    5461    LGA  RDU      67.0       431  18.0    11.0  \n",
+       "325502  N297WN    1873    EWR  DEN     218.0      1605  18.0    24.0  \n",
+       "325569  N642WN    1368    LGA  BNA     104.0       764  19.0    26.0  \n",
+       "325585  N11536    4382    EWR  DTW      76.0       488  19.0    39.0  \n",
+       "325616  N4WMAA    1691    EWR  DFW     179.0      1372  20.0    13.0  \n",
+       "325657  N3KNAA    2437    LGA  MIA     143.0      1096  21.0    23.0  \n",
+       "325661  N740SW    1707    LGA  MDW     128.0       725  21.0    32.0  \n",
+       "325664  N15910    4536    EWR  CVG      86.0       569  21.0    39.0  \n",
+       "325672  N902XJ    3497    JFK  RDU      68.0       427  22.0    10.0  \n",
+       "325683  N16918    4119    EWR  RIC      43.0       277   0.0    10.0  \n",
+       "325771  N14704    1714    LGA  IAH     184.0      1416   6.0    59.0  \n",
+       "325845  N5EMAA    2243    JFK  MIA     140.0      1089   8.0     6.0  \n",
+       "325923  N653JB    1717    LGA  TPA     131.0      1010   8.0    59.0  \n",
+       "325938  N903DE    1919    LGA  MSP     145.0      1020   9.0    15.0  \n",
+       "325949  N427UA     382    EWR  SEA     305.0      2402   9.0    30.0  \n",
+       "325952  N980DL    2190    JFK  MIA     142.0      1089   9.0    38.0  \n",
+       "325960  N934WN     249    EWR  MDW     139.0       711   9.0    45.0  \n",
+       "325969  N8315C    1708    LGA  MDW     155.0       725  10.0     0.0  \n",
+       "325973  N632SW    4461    EWR  MDW     146.0       711  10.0     5.0  \n",
+       "326026  N291WN     102    LGA  MDW     139.0       725  11.0     5.0  \n",
+       "326028  N826UA     544    LGA  ORD     112.0       733  11.0     8.0  \n",
+       "326030  N527AA     313    LGA  ORD     120.0       733  11.0     9.0  \n",
+       "326033  N410UA     654    EWR  ORD     159.0       719  11.0    10.0  \n",
+       "326037  N478UA     673    LGA  ORD     120.0       733  11.0    19.0  \n",
+       "326041  N602LR    3521    JFK  ORD     127.0       740  11.0    21.0  \n",
+       "326048  N584AA     325    LGA  ORD     109.0       733  11.0    33.0  \n",
+       "326075  N464UA     798    EWR  ORD     105.0       719  12.0    13.0  \n",
+       "326079  N762US    2177    LGA  DCA      40.0       214  12.0    18.0  \n",
+       "326081  N401UA     994    EWR  BOS      36.0       200  12.0    19.0  \n",
+       "326089  N415UA     775    EWR  ORD     104.0       719  12.0    25.0  \n",
+       "326135  N231JB    1307    JFK  IAD      39.0       228  13.0    18.0  \n",
+       "326157  N494WN    1787    EWR  DEN     225.0      1605  13.0    41.0  \n",
+       "326177  N412WN    4453    LGA  MKE     102.0       738  13.0    58.0  \n",
+       "326179  N522MQ    3704    EWR  ORD     112.0       719  13.0    59.0  \n",
+       "326183  N67134    1734    EWR  ORD     100.0       719  14.0     5.0  \n",
+       "326205  N33182    4193    EWR  MSP     141.0      1008  14.0    39.0  \n",
+       "326206  N4XVAA     331    LGA  ORD     109.0       733  14.0    40.0  \n",
+       "326226  N242WN    4103    EWR  PHX     286.0      2133  14.0    54.0  \n",
+       "326265  N833UA     255    LGA  ORD     103.0       733  15.0    25.0  \n",
+       "326267  N12564    4100    EWR  MEM     134.0       946  15.0    27.0  \n",
+       "326290  N653JB    1171    LGA  FLL     136.0      1076  15.0    49.0  \n",
+       "326310  N14231    1205    EWR  SFO     341.0      2565  16.0    14.0  \n",
+       "326313  N501MQ    3433    JFK  DCA      47.0       213  16.0    15.0  \n",
+       "326326  N504MQ    3669    LGA  ATL     102.0       762  16.0    23.0  \n",
+       "326333  N191DN    1163    JFK  LAX     322.0      2475  16.0    32.0  \n",
+       "326337  N808UA     681    LGA  ORD     104.0       733  16.0    36.0  \n",
+       "326342  N75429    1107    EWR  DEN     222.0      1605  16.0    40.0  \n",
+       "326363  N595UA     257    JFK  SFO     333.0      2586  17.0     0.0  \n",
+       "326406  N488WN    4209    LGA  MDW     117.0       725  17.0    48.0  \n",
+       "326422  N14904    4326    EWR  CLT      74.0       529  17.0    59.0  \n",
+       "326432  N473AA     341    LGA  ORD     109.0       733  18.0    12.0  \n",
+       "326436  N16178    6101    LGA  IAD      45.0       229  18.0    13.0  \n",
+       "326439  N602LR    3448    JFK  CVG      87.0       589  18.0    17.0  \n",
+       "326447  N18556    3849    EWR  CVG      84.0       569  18.0    25.0  \n",
+       "326452  N523UA     509    LGA  DEN     240.0      1620  18.0    27.0  \n",
+       "326459  N531MQ    3748    EWR  ORD     103.0       719  18.0    33.0  \n",
+       "326468  N433UA     525    LGA  IAH     178.0      1416  18.0    40.0  \n",
+       "326479  N909XJ    3540    JFK  MSP     149.0      1029  18.0    53.0  \n",
+       "326480  N476WN    3928    EWR  HOU     184.0      1411  18.0    53.0  \n",
+       "326489  N337JB    1105    JFK  ORD     109.0       740  18.0    58.0  \n",
+       "326508  N926XJ    3513    LGA  MKE     115.0       738  19.0    16.0  \n",
+       "326520  N849UA     689    LGA  ORD     107.0       733  19.0    28.0  \n",
+       "326521  N4WSAA     337    LGA  ORD     107.0       733  19.0    29.0  \n",
+       "326527  N510UA     389    JFK  SFO     358.0      2586  19.0    33.0  \n",
+       "326530  N4YLAA     343    LGA  ORD     101.0       733  19.0    35.0  \n",
+       "326534  N16559    4411    EWR  MEM     138.0       946  19.0    40.0  \n",
+       "326548  N415UA     454    LGA  ORD     105.0       733  19.0    51.0  \n",
+       "326554  N482UA     691    LGA  ORD     103.0       733  19.0    54.0  \n",
+       "326560  N16561    5678    EWR  CVG      90.0       569  20.0     5.0  \n",
+       "326562  N447UA     485    EWR  DEN     213.0      1605  20.0     5.0  \n",
+       "326570  N570AA     359    LGA  ORD     105.0       733  20.0    18.0  \n",
+       "326571  N816UA     589    EWR  ORD     103.0       719  20.0    21.0  \n",
+       "326581  N931XJ    3523    JFK  ORD     114.0       740  20.0    32.0  \n",
+       "326586  N527MQ    3134    EWR  ORD     107.0       719  20.0    38.0  \n",
+       "326590  N501AA     345    LGA  ORD     106.0       733  20.0    43.0  \n",
+       "326591  N24706    1411    EWR  ORD     107.0       719  20.0    44.0  \n",
+       "326599  N3CXAA     199    JFK  ORD     115.0       740  20.0    50.0  \n",
+       "326603  N54711    1128    LGA  IAH     179.0      1416  20.0    52.0  \n",
+       "326607  N844UA     693    LGA  ORD     107.0       733  20.0    55.0  \n",
+       "326621  N4UCAA     353    LGA  ORD     105.0       733  21.0     5.0  \n",
+       "326637  N512MQ    3662    LGA  ATL      98.0       762  21.0    56.0  \n",
+       "326640  N23707    1066    EWR  BOS      44.0       200  22.0    12.0  \n",
+       "326643  N18114    4333    EWR  TUL     163.0      1215  22.0    30.0  \n",
+       "326644  N14904    4247    EWR  DTW      77.0       488  22.0    32.0  \n",
+       "326646  N12900    4131    EWR  RIC      44.0       277  22.0    40.0  \n",
+       "326652  N13994    5795    EWR  CLT      70.0       529  23.0     8.0  \n",
+       "326653  N16961    4152    EWR  ATL      98.0       746  23.0    10.0  \n",
+       "326654  N12172    4560    EWR  DCA      36.0       199  23.0    26.0  \n",
+       "326655  N27962    4504    EWR  JAX     109.0       820  23.0    35.0  \n",
+       "326675  N190JB    2002    JFK  BUF      48.0       301   0.0     9.0  \n",
+       "326676  N25705    1464    EWR  CLE      58.0       404   0.0    31.0  \n",
+       "326762  N39728    1714    LGA  IAH     217.0      1416   6.0    56.0  \n",
+       "326864  N478UA     482    EWR  FLL     129.0      1065   8.0    25.0  \n",
+       "326881  N320AA    1345    JFK  MIA     140.0      1089   8.0    31.0  \n",
+       "326892  N16954    6062    EWR  BDL      24.0       116   8.0    38.0  \n",
+       "326931  N817MQ    3370    JFK  DCA      41.0       213   9.0    13.0  \n",
+       "326949  N3772H      27    JFK  ATL     100.0       760   9.0    29.0  \n",
+       "326957  N837UA     447    EWR  PHX     272.0      2133   9.0    39.0  \n",
+       "326961  N3KHAA    1111    LGA  DFW     193.0      1389   9.0    48.0  \n",
+       "326964  N737US    2071    LGA  CLT      82.0       544   9.0    50.0  \n",
+       "326970  N16918    4155    EWR  GRR      85.0       605   9.0    54.0  \n",
+       "326998  N458UA     456    EWR  FLL     130.0      1065  10.0    32.0  \n",
+       "327028  N529JB     411    JFK  LAS     295.0      2248  11.0    15.0  \n",
+       "327036  N809UA     994    EWR  BOS      37.0       200  11.0    25.0  \n",
+       "327039  N513MQ    3611    EWR  ORD     108.0       719  11.0    27.0  \n",
+       "327043  N338AA     177    JFK  SFO     354.0      2586  11.0    39.0  \n",
+       "327046  N634AA     179    JFK  SFO     339.0      2586  11.0    46.0  \n",
+       "327050  N33294    1193    EWR  SFO     345.0      2565  11.0    49.0  \n",
+       "327051  N525UA     642    JFK  SFO     346.0      2586  11.0    50.0  \n",
+       "327080  N934XJ    3493    LGA  SRQ     137.0      1047  12.0    20.0  \n",
+       "327091  N833AS    5711    JFK  IAD      39.0       228  12.0    38.0  \n",
+       "327092  N642VA     187    EWR  SFO     340.0      2565  12.0    40.0  \n",
+       "327130  N630VA      23    JFK  SFO     334.0      2586  13.0     7.0  \n",
+       "327185  N37255    1667    EWR  SFO     340.0      2565  14.0    17.0  \n",
+       "327248  N12996    4552    EWR  GSO      64.0       445  15.0     6.0  \n",
+       "327278  N826UA     667    EWR  CLE      55.0       404  15.0    40.0  \n",
+       "327320  N562UW    1995    LGA  CLT      80.0       544  16.0    18.0  \n",
+       "327340  N827UA     207    LGA  CLE      59.0       419  16.0    42.0  \n",
+       "327345  N5FNAA      95    JFK  SJU     200.0      1598  16.0    45.0  \n",
+       "327348  N718TW     141    JFK  SFO     333.0      2586  16.0    46.0  \n",
+       "327359  N8968E    3868    JFK  ORF      52.0       290  16.0    54.0  \n",
+       "327362  N412WN    1350    EWR  MDW     102.0       711  16.0    56.0  \n",
+       "327385  N12163    4181    EWR  MCI     160.0      1092  17.0    12.0  \n",
+       "327421  N336AA     181    JFK  LAX     315.0      2475  17.0    46.0  \n",
+       "327442  N625VA     413    JFK  LAX     326.0      2475  18.0     2.0  \n",
+       "327445  N17730    1200    EWR  SAN     325.0      2425  18.0     8.0  \n",
+       "327450  N373AA      85    JFK  SFO     356.0      2586  18.0    11.0  \n",
+       "327477  N17108    4294    EWR  SAV      87.0       708  18.0    39.0  \n",
+       "327482  N3HFAA    1171    LGA  DFW     199.0      1389  18.0    47.0  \n",
+       "327494  N511MQ    3556    LGA  DTW      91.0       502  18.0    56.0  \n",
+       "327510  N602MQ    2793    JFK  CMH      69.0       483  19.0     7.0  \n",
+       "327518  N637VA     193    EWR  SFO     333.0      2565  19.0    14.0  \n",
+       "327519  N464WN      42    LGA  HOU     199.0      1428  19.0    14.0  \n",
+       "327537  N328JB    1185    JFK  RDU      63.0       427  19.0    34.0  \n",
+       "327538  N835VA      27    JFK  SFO     353.0      2586  19.0    34.0  \n",
+       "327539  N552JB     415    JFK  SFO     357.0      2586  19.0    37.0  \n",
+       "327540  N789JB     711    JFK  LAS     304.0      2248  19.0    37.0  \n",
+       "327549  N929XJ    3325    JFK  DFW     190.0      1391  19.0    40.0  \n",
+       "327593  N758EV    5199    LGA  CHS      80.0       641  20.0    28.0  \n",
+       "327595  N13903    4382    EWR  DTW      82.0       488  20.0    29.0  \n",
+       "327616  N640VA      29    JFK  SFO     359.0      2586  20.0    57.0  \n",
+       "327641  N473WN     381    LGA  MKE     120.0       738  21.0    50.0  \n",
+       "327644  N324AA      21    JFK  LAX     322.0      2475  21.0    57.0  \n",
+       "327651  N537JB     915    JFK  SFO     341.0      2586  22.0    27.0  \n",
+       "327655  N328JB     108    JFK  PWM      44.0       273  23.0    49.0  \n",
+       "327850  N490UA     278    EWR  MCO     115.0       937   8.0    55.0  \n",
+       "327947  N444WN    1267    LGA  MKE     106.0       738  11.0    34.0  \n",
+       "327961  N634AA     179    JFK  SFO     354.0      2586  11.0    52.0  \n",
+       "327970  N638VA     187    EWR  SFO     347.0      2565  11.0    58.0  \n",
+       "327986  N744EV    5208    LGA  RIC      56.0       292  12.0    27.0  \n",
+       "327991  N6EAMQ    3230    JFK  DCA      51.0       213  12.0    40.0  \n",
+       "327998  N348JB    2380    EWR  BOS      42.0       200  12.0    51.0  \n",
+       "328009  N336AA       3    JFK  LAX     328.0      2475  13.0     2.0  \n",
+       "328020  N709JB      53    JFK  PBI     129.0      1028  13.0    19.0  \n",
+       "328058  N804MQ    3388    LGA  CMH      78.0       479  14.0    24.0  \n",
+       "328104  N633VA     411    JFK  LAX     328.0      2475  15.0     6.0  \n",
+       "328109  N38458    1663    EWR  SFO     344.0      2565  15.0    11.0  \n",
+       "328122  N327AA     117    JFK  LAX     316.0      2475  15.0    29.0  \n",
+       "328151  N677AW     456    EWR  PHX     281.0      2133  15.0    58.0  \n",
+       "328162  N134EV    5044    EWR  MSP     137.0      1008  16.0    14.0  \n",
+       "328192  N6EAMQ    3433    JFK  DCA      49.0       213  16.0    44.0  \n",
+       "328197  N484UA     578    EWR  LAS     272.0      2227  16.0    52.0  \n",
+       "328230  N954DL    2219    LGA  MSP     135.0      1020  17.0    26.0  \n",
+       "328243  N595UA     841    JFK  LAX     329.0      2475  17.0    51.0  \n",
+       "328259  N824UA     708    EWR  ORD     102.0       719  18.0    13.0  \n",
+       "328284  N13908    4625    EWR  BWI      39.0       169  18.0    47.0  \n",
+       "328327  N512UA     512    JFK  SFO     342.0      2586  20.0    14.0  \n",
+       "328337  N351AA    2351    JFK  MIA     131.0      1089  20.0    48.0  \n",
+       "328343  N132EV    5379    LGA  SYR      34.0       198  21.0     7.0  \n",
+       "328439  N13913    4250    EWR  CMH      71.0       463   7.0    36.0  \n",
+       "328580  N283JB    1273    JFK  CHS      99.0       636   9.0    50.0  \n",
+       "328688  N11155    4445    EWR  IND      96.0       645  12.0    20.0  \n",
+       "328756  N737JW    1517    LGA  BNA     105.0       764  13.0    33.0  \n",
+       "328813  N735MQ    3340    LGA  DTW      89.0       502  14.0    41.0  \n",
+       "328889  N258JB    2402    JFK  BUF      59.0       301  15.0    38.0  \n",
+       "328918  N948UW    2146    LGA  BOS      36.0       184  15.0    59.0  \n",
+       "329020  N12564    6101    LGA  IAD      45.0       229  17.0    37.0  \n",
+       "329024  N909XJ    3540    JFK  MSP     140.0      1029  17.0    45.0  \n",
+       "329038  N323AA     181    JFK  LAX     325.0      2475  17.0    58.0  \n",
+       "329043  N738EV    5601    LGA  CLT      80.0       544  18.0     0.0  \n",
+       "329070  N711ZX      95    JFK  LAX     322.0      2475  18.0    27.0  \n",
+       "329082  N838UA     246    EWR  DFW     181.0      1372  18.0    36.0  \n",
+       "329137  N3772H    1576    JFK  SAN     317.0      2446  19.0    36.0  \n",
+       "329163  N720EV    5503    LGA  PIT      54.0       335  19.0    57.0  \n",
+       "329166  N3DDAA     211    JFK  IAH     184.0      1417  20.0     0.0  \n",
+       "329173  N932XJ    3285    JFK  MSY     150.0      1182  20.0     6.0  \n",
+       "329180  N258JB    1407    JFK  IAD      47.0       228  20.0    11.0  \n",
+       "329186  N529JB    1013    JFK  LGB     316.0      2465  20.0    23.0  \n",
+       "329197  N359AA    2351    JFK  MIA     139.0      1089  20.0    31.0  \n",
+       "329216  N615DL    1768    JFK  SLC     259.0      1990  20.0    58.0  \n",
+       "329222  N13955    4293    EWR  CHS      94.0       628  21.0     6.0  \n",
+       "329233  N712EV    5306    LGA  GSO      69.0       461  21.0    27.0  \n",
+       "329237  N752EV    5383    LGA  ROC      44.0       254  21.0    29.0  \n",
+       "329242  N904XJ    3497    JFK  RDU      68.0       427  21.0    36.0  \n",
+       "329254  N511MQ    3660    LGA  BNA     100.0       764  22.0    44.0  \n",
+       "329260  N16149    5956    LGA  CLE      62.0       419  23.0    32.0  \n",
+       "329261  N931XJ    3525    LGA  SYR      35.0       198  23.0    34.0  \n",
+       "329367  N267JB    2180    EWR  BOS      38.0       200   7.0     8.0  \n",
+       "329375  N13975    4252    EWR  MKE     113.0       725   7.0    19.0  \n",
+       "329482  N834MQ    3676    LGA  CLT      85.0       544   8.0    34.0  \n",
+       "329544  N594JB    1289    EWR  SJU     204.0      1608   9.0    39.0  \n",
+       "329546  N437UA     446    EWR  MIA     147.0      1085   9.0    41.0  \n",
+       "329550  N3DUAA    2267    LGA  MIA     141.0      1096   9.0    48.0  \n",
+       "329610  N708EV    5211    LGA  SAV      96.0       722  10.0    55.0  \n",
+       "329644  N16976    6177    EWR  IAD      48.0       212  11.0    30.0  \n",
+       "329679  N14953    4255    EWR  CHS      91.0       628  12.0    16.0  \n",
+       "329728  N517MQ    3572    LGA  CLE      64.0       419  13.0    11.0  \n",
+       "329753  N744EV    5132    LGA  SYR      37.0       198  13.0    45.0  \n",
+       "329794  N818UA     330    EWR  PBI     144.0      1023  14.0    33.0  \n",
+       "329838  N600QX    5378    LGA  PIT      58.0       335  15.0     3.0  \n",
+       "329884  N724MQ    3340    LGA  DTW      76.0       502  15.0    47.0  \n",
+       "329916  N17138    5675    EWR  CMH      71.0       463  16.0    21.0  \n",
+       "329929  N708EV    4949    LGA  GSO      66.0       461  16.0    28.0  \n",
+       "329944  N907XJ    3459    JFK  BNA     107.0       765  16.0    46.0  \n",
+       "329968  N21197    4580    EWR  MKE     107.0       725  16.0    58.0  \n",
+       "329982  N480UA     375    EWR  SEA     318.0      2402  17.0     9.0  \n",
+       "329988  N283JB     286    JFK  ROC      48.0       264  17.0    20.0  \n",
+       "330015  N3DUAA    1410    LGA  MIA     144.0      1096  17.0    49.0  \n",
+       "330017  N14198    4328    EWR  MSY     156.0      1167  17.0    50.0  \n",
+       "330029  N14558    4326    EWR  CLT      81.0       529  17.0    56.0  \n",
+       "330040  N11192    6093    EWR  AVL      85.0       583  18.0     7.0  \n",
+       "330041  N488WN    3928    EWR  HOU     194.0      1411  18.0     8.0  \n",
+       "330056  N909XJ    3310    JFK  MCI     149.0      1113  18.0    21.0  \n",
+       "330066  N449UA     404    EWR  IAH     177.0      1400  18.0    27.0  \n",
+       "330093  N15910    3845    EWR  ORF      49.0       284  18.0    56.0  \n",
+       "330116  N34222    1416    EWR  SNA     320.0      2434  19.0    17.0  \n",
+       "330133  N206JB    1516    JFK  SYR      42.0       209  19.0    30.0  \n",
+       "330136  N580JB     305    EWR  FLL     140.0      1065  19.0    32.0  \n",
+       "330147  N355NW    1321    EWR  MSP     127.0      1008  19.0    39.0  \n",
+       "330148  N221WN     441    EWR  MDW     105.0       711  19.0    41.0  \n",
+       "330202  N283JB    2202    JFK  BUF      55.0       301  20.0    49.0  \n",
+       "330203  N3BLAA     235    JFK  SEA     322.0      2422  20.0    51.0  \n",
+       "330222  N717EV    5038    LGA  BHM     111.0       866  21.0    19.0  \n",
+       "330230  N783SW     565    EWR  MDW     103.0       711  21.0    33.0  \n",
+       "330237  N37422    1703    EWR  BOS      43.0       200  21.0    51.0  \n",
+       "330241  N13161    4085    EWR  OMA     154.0      1134  22.0    27.0  \n",
+       "330246  N17159    4504    EWR  JAX     112.0       820  22.0    36.0  \n",
+       "330250  N515UA     471    EWR  SFO     330.0      2565  22.0    51.0  \n",
+       "330251  N11544    3842    EWR  MHT      38.0       209  22.0    52.0  \n",
+       "330386  N15574    4533    EWR  BUF      47.0       282   7.0    36.0  \n",
+       "330567  N232PQ    5222    EWR  DTW      75.0       488  10.0    14.0  \n",
+       "330759  N371CA    5299    LGA  MEM     134.0       963  14.0    19.0  \n",
+       "330859  N186PQ    5465    LGA  MSN     109.0       812  15.0    39.0  \n",
+       "330867  N4WVAA     337    LGA  ORD     112.0       733  15.0    44.0  \n",
+       "330895  N442UA     511    EWR  LAS     288.0      2227  16.0     4.0  \n",
+       "331121  N848MQ    3365    JFK  DCA      42.0       213  19.0    44.0  \n",
+       "331125  N456UA     485    EWR  DEN     204.0      1605  19.0    47.0  \n",
+       "331171  N555UA     389    JFK  SFO     349.0      2586  20.0    48.0  \n",
+       "331203  N751EV    4885    LGA  ILM      69.0       500  22.0    11.0  \n",
+       "331391  N466UA     482    EWR  FLL     144.0      1065   8.0     5.0  \n",
+       "331473  N526UA     561    LGA  DEN     216.0      1620   9.0    12.0  \n",
+       "331586  N612JB       5    EWR  FLL     145.0      1065  11.0    45.0  \n",
+       "331592  N378NW    2119    LGA  MSP     132.0      1020  11.0    52.0  \n",
+       "331604  N830AS    5736    LGA  IAD      47.0       229  12.0     0.0  \n",
+       "331613  N17146    4297    EWR  DTW      72.0       488  12.0    15.0  \n",
+       "331713  N518UA     766    JFK  SFO     355.0      2586  14.0     3.0  \n",
+       "331842  N936XJ    3393    JFK  DCA      39.0       213  15.0    59.0  \n",
+       "331877  N13550    4576    EWR  GRR      91.0       605  16.0    31.0  \n",
+       "331882  N17146    4181    EWR  MCI     150.0      1092  16.0    38.0  \n",
+       "331892  N905XJ    3459    JFK  BNA     104.0       765  16.0    50.0  \n",
+       "331920  N668UA     598    EWR  IAH     184.0      1400  17.0     6.0  \n",
+       "331953  N320US    1373    JFK  MIA     144.0      1089  17.0    29.0  \n",
+       "332005  N3745B    2471    EWR  SLC     272.0      1969  18.0    28.0  \n",
+       "332101  N724MQ    3713    LGA  XNA     159.0      1147  20.0     1.0  \n",
+       "332108  N997AT     685    LGA  ATL     111.0       762  20.0     7.0  \n",
+       "332149  N448UA     472    EWR  FLL     145.0      1065  20.0    54.0  \n",
+       "332163  N323AA      21    JFK  LAX     327.0      2475  21.0    25.0  \n",
+       "332176  N615QX    5038    LGA  BHM     120.0       866  22.0    26.0  \n",
+       "332183  N761ND    5489    LGA  CHO      46.0       305  23.0     5.0  \n",
+       "332458  N267AT     347    LGA  ATL     109.0       762   9.0    21.0  \n",
+       "332555  N5EMAA       1    JFK  LAX     318.0      2475  11.0    14.0  \n",
+       "332657  N329AA       3    JFK  LAX     318.0      2475  13.0    16.0  \n",
+       "332676  N18557    4567    EWR  MCI     146.0      1092  13.0    38.0  \n",
+       "332711  N766US    2181    LGA  DCA      38.0       214  14.0    22.0  \n",
+       "332755  N838UA     643    EWR  ORD     100.0       719  14.0    54.0  \n",
+       "332835  N834UA     222    EWR  RSW     140.0      1068  16.0     3.0  \n",
+       "332899  N804JB    1373    JFK  CHS      86.0       636  17.0     2.0  \n",
+       "332907  N323AA     133    JFK  LAX     325.0      2475  17.0     8.0  \n",
+       "332951  N509MJ    3771    LGA  IAD      48.0       229  17.0    51.0  \n",
+       "332977  N16951    4201    EWR  DAY      79.0       533  18.0    13.0  \n",
+       "332986  N3HGAA     291    JFK  AUS     188.0      1521  18.0    21.0  \n",
+       "333005  N11121    4175    EWR  AVL      80.0       583  18.0    34.0  \n",
+       "333014  N13124    4195    EWR  BNA      98.0       748  18.0    45.0  \n",
+       "333052  N12900    4410    EWR  CAE      85.0       602  19.0    11.0  \n",
+       "333127  N667DN    1543    JFK  SEA     313.0      2422  20.0    36.0  \n",
+       "333154  N320AA      21    JFK  LAX     323.0      2475  21.0     7.0  \n",
+       "333156  N6712B    1768    JFK  SLC     269.0      1990  21.0    11.0  \n",
+       "333169  N11137    4543    EWR  DSM     135.0      1017  21.0    46.0  \n",
+       "333175  N580UA     745    LGA  DEN     223.0      1620  22.0    11.0  \n",
+       "333176  N13978    5811    EWR  JAX     112.0       820  22.0    12.0  \n",
+       "333178  N12157    4368    EWR  DAY      77.0       533  22.0    31.0  \n",
+       "333186  N11121    4509    EWR  PWM      45.0       284  23.0    30.0  \n",
+       "333465  N752EV    5068    EWR  DTW      70.0       488   9.0    28.0  \n",
+       "333522  N16559    3810    EWR  BUF      46.0       282  10.0    29.0  \n",
+       "333545  N398CA    4941    LGA  ORF      46.0       296  11.0     6.0  \n",
+       "333547  N13958    5813    EWR  RIC      51.0       277  11.0     8.0  \n",
+       "333606  N710EV    5373    LGA  GSO      63.0       461  12.0    25.0  \n",
+       "333671  N336AA       3    JFK  LAX     324.0      2475  13.0    39.0  \n",
+       "333699  N16559    3852    EWR  DTW      76.0       488  14.0     9.0  \n",
+       "333717  N537JB     553    JFK  PBI     128.0      1028  14.0    29.0  \n",
+       "333848  N757UW    2185    LGA  DCA      37.0       214  16.0    23.0  \n",
+       "333873  N830AS    5713    LGA  IAD      46.0       229  16.0    48.0  \n",
+       "333906  N696MQ    3075    JFK  CVG      85.0       589  17.0     9.0  \n",
+       "333909  N398CA    5465    LGA  MSN     111.0       812  17.0    13.0  \n",
+       "333948  N588JB    1117    LGA  TPA     129.0      1010  17.0    47.0  \n",
+       "333968  N27200    4181    EWR  MCI     149.0      1092  18.0     9.0  \n",
+       "333970  N845VA      27    JFK  SFO     345.0      2586  18.0    10.0  \n",
+       "333971  N339NW    1373    JFK  MIA     136.0      1089  18.0    11.0  \n",
+       "333975  N963DL    1499    LGA  ATL      98.0       762  18.0    15.0  \n",
+       "334122  N836AS    5714    JFK  IAD      41.0       228  20.0    49.0  \n",
+       "334134  N720EV    5274    LGA  BNA      98.0       764  20.0    57.0  \n",
+       "334148  N537JB    1271    LGA  FLL     132.0      1076  21.0    17.0  \n",
+       "334169  N724EV    5048    LGA  RIC      45.0       292  22.0    14.0  \n",
+       "334171  N713EV    5489    LGA  CHO      48.0       305  22.0    29.0  \n",
+       "334177  N605QX    5306    LGA  GSO       NaN       461  22.0    53.0  \n",
+       "334178  N608QX    5038    LGA  BHM     139.0       866  23.0     0.0  \n",
+       "334179  N910XJ    3525    LGA  SYR      35.0       198  23.0    11.0  \n",
+       "334180  N710EV    5311    LGA  BGR      55.0       378  23.0    19.0  \n",
+       "334398  N8554A    3583    JFK  DTW      77.0       509   9.0    52.0  \n",
+       "334442  N258JB     208    JFK  PWM      49.0       273  10.0    54.0  \n",
+       "334514  N759EV    5222    EWR  DTW      74.0       488  12.0    53.0  \n",
+       "334524  N848MQ    3386    JFK  DCA      39.0       213  13.0     2.0  \n",
+       "334582  N509JB     431    LGA  SRQ     132.0      1047  14.0    33.0  \n",
+       "334591  N653JB    1639    LGA  RSW     141.0      1080  14.0    46.0  \n",
+       "334599  N843UA     483    EWR  FLL     124.0      1065  14.0    49.0  \n",
+       "334611  N651AW     456    EWR  PHX     287.0      2133  14.0    56.0  \n",
+       "334614  N137EV    5067    EWR  DTW      71.0       488  14.0    58.0  \n",
+       "334649  N77261    1107    EWR  DEN     220.0      1605  15.0    44.0  \n",
+       "334695  N589JB      83    JFK  MCO     111.0       944  16.0    40.0  \n",
+       "334702  N357AA      85    JFK  SFO     330.0      2586  16.0    45.0  \n",
+       "334743  N658MQ    3075    JFK  CVG      93.0       589  17.0    26.0  \n",
+       "334821  N3JSAA    1611    LGA  MIA     128.0      1096  19.0    34.0  \n",
+       "334833  N812MQ    3231    JFK  PIT      66.0       340  20.0    17.0  \n",
+       "335073  N661JB     403    JFK  SJU     218.0      1598   9.0    28.0  \n",
+       "335170  N323AA      19    JFK  LAX     313.0      2475  11.0    49.0  \n",
+       "335212  N807MQ    3281    LGA  CMH      69.0       479  12.0    37.0  \n",
+       "335264  N21108    1519    EWR  MCO     128.0       937  13.0    36.0  \n",
+       "335294  N14974    4335    EWR  CMH      70.0       463  14.0     0.0  \n",
+       "335317  N431UA     252    EWR  BOS      33.0       200  14.0    35.0  \n",
+       "335322  N724EV    5378    LGA  PIT      58.0       335  14.0    42.0  \n",
+       "335343  N509MQ    3760    EWR  ORD     101.0       719  14.0    53.0  \n",
+       "335434  N698MQ    3231    JFK  PIT      60.0       340  16.0    14.0  \n",
+       "335435  N11193    4100    EWR  MEM     133.0       946  16.0    15.0  \n",
+       "335462  N812MQ    3340    LGA  DTW      92.0       502  16.0    39.0  \n",
+       "335466  N615JB     573    EWR  TPA     125.0       997  16.0    44.0  \n",
+       "335499  N316NB    1935    LGA  TPA     126.0      1010  17.0     9.0  \n",
+       "335516  N537MQ    3748    EWR  ORD     108.0       719  17.0    21.0  \n",
+       "335540  N517JB     431    LGA  SRQ     137.0      1047  17.0    45.0  \n",
+       "335543  N8932C    3642    LGA  RIC      53.0       292  17.0    50.0  \n",
+       "335554  N729JB    1161    LGA  PBI     121.0      1035  17.0    55.0  \n",
+       "335561  N526UA     485    EWR  DEN     205.0      1605  18.0     1.0  \n",
+       "335563  N389DA    1394    JFK  PDX     358.0      2454  18.0     2.0  \n",
+       "335576  N272WN    1454    LGA  MDW     107.0       725  18.0    15.0  \n",
+       "335601  N21144    4195    EWR  BNA     107.0       748  18.0    36.0  \n",
+       "335681  N185UW    2039    LGA  CLT      77.0       544  19.0    56.0  \n",
+       "335710  N13979    4224    EWR  MKE     104.0       725  20.0    32.0  \n",
+       "335713  N523JB     225    JFK  TPA     127.0      1005  20.0    36.0  \n",
+       "335720  N373JB      86    JFK  ROC      44.0       264  20.0    49.0  \n",
+       "335746  N561JB      65    JFK  ABQ     222.0      1826  21.0    14.0  \n",
+       "335761  N564JB     499    LGA  MCO     117.0       950  22.0     4.0  \n",
+       "335765  N8932C    3664    LGA  CVG      87.0       585  22.0    23.0  \n",
+       "335771  N11193    4348    EWR  MSP     141.0      1008  22.0    45.0  \n",
+       "335773  N628VA     415    JFK  LAX     303.0      2475  22.0    53.0  \n",
+       "335775  N848MQ    3621    JFK  DCA      39.0       213  23.0    14.0  \n",
+       "335777  N528MQ    3317    LGA  RDU      61.0       431  23.0    24.0  \n",
+       "335778  N659JB    1271    LGA  FLL     129.0      1076  23.0    27.0  \n",
+       "335896  N558JB      27    EWR  MCO     126.0       937   7.0    24.0  \n",
+       "335986  N556UW    1772    JFK  CLT      91.0       541   8.0    27.0  \n",
+       "336027  N421UA     537    EWR  PBI     130.0      1023   8.0    58.0  \n",
+       "336067  N249JB    1273    JFK  CHS      89.0       636   9.0    44.0  \n",
+       "336089  N238JB    2280    EWR  BOS      38.0       200  10.0    12.0  \n",
+       "336207  N102UW    2067    JFK  CLT      76.0       541  12.0    40.0  \n",
+       "336252  N761ND    5157    LGA  CLT      79.0       544  13.0    24.0  \n",
+       "336426  N5FLAA    2285    JFK  MCO     129.0       944  16.0     6.0  \n",
+       "336456  N502AA     320    EWR  DFW     166.0      1372  16.0    33.0  \n",
+       "336529  N12563    4580    EWR  MKE     110.0       725  17.0    38.0  \n",
+       "336572  N934XJ    3310    JFK  MCI     142.0      1113  18.0    18.0  \n",
+       "336579  N916XJ    3459    JFK  BNA      95.0       765  18.0    23.0  \n",
+       "336582  N3748Y    1394    JFK  PDX     336.0      2454  18.0    26.0  \n",
+       "336593  N621VA     193    EWR  SFO     325.0      2565  18.0    40.0  \n",
+       "336664  N724MQ    3526    LGA  CMH      72.0       479  19.0    43.0  \n",
+       "336668  N13988    4294    EWR  SAV      95.0       708  19.0    51.0  \n",
+       "336674  N3772H    1576    JFK  SAN     292.0      2446  19.0    56.0  \n",
+       "336704  N338AA      21    JFK  LAX     294.0      2475  20.0    28.0  \n",
+       "336724  N600QX    5292    EWR  ATL      91.0       746  20.0    53.0  \n",
+       "336742  N17984    4321    EWR  MCI     147.0      1092  21.0    19.0  \n",
+       "336757  N906XJ    3320    JFK  BUF      50.0       301  21.0    59.0  \n",
+       "336760  N12145    4672    EWR  STL     120.0       872  22.0    11.0  \n",
+       "336762  N578UA     471    EWR  SFO     318.0      2565  22.0    33.0  \n",
+       "336763  N804JB    1083    JFK  MCO     123.0       944  22.0    35.0  "
       ]
      },
      "metadata": {},
@@ -308,7 +558539,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -355,7 +558586,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -396,13 +558627,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "54e57c4ba6fa40148ae304d27b719413",
+       "model_id": "221a27f7171041e3bab0af949b9dd4c4",
        "version_major": 2,
        "version_minor": 0
       },
@@ -423,13 +558654,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "4efc2d7d9dba46f8b6bf44dddb34d0ce",
+       "model_id": "97b0146b55084a8793840869ae053a2b",
        "version_major": 2,
        "version_minor": 0
       },
@@ -477,7 +558708,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.8"
+   "version": "3.7.4"
   }
  },
  "nbformat": 4,